From a85045e12489db742fa2e5b01d2992b74b9898d7 Mon Sep 17 00:00:00 2001 From: rkansal47 Date: Wed, 24 Apr 2024 18:06:23 -0500 Subject: [PATCH 1/9] unblinded templatesgs --- .../bash_scripts/NonresTemplates.sh | 7 +- src/HHbbVV/postprocessing/postprocessing.py | 19 +- .../2016APV_templates.pkl | Bin 0 -> 543936 bytes .../2016_templates.pkl | Bin 0 -> 543936 bytes .../2017_templates.pkl | Bin 0 -> 543936 bytes .../2018_templates.pkl | Bin 0 -> 543936 bytes .../cutflows/2016/fail_cutflow.csv | 25 ++ .../cutflows/2016/fail_cutflow_JER_down.csv | 25 ++ .../cutflows/2016/fail_cutflow_JER_up.csv | 25 ++ .../cutflows/2016/fail_cutflow_JES_down.csv | 25 ++ .../cutflows/2016/fail_cutflow_JES_up.csv | 25 ++ .../cutflows/2016/fail_cutflow_JMR_down.csv | 25 ++ .../cutflows/2016/fail_cutflow_JMR_up.csv | 25 ++ .../cutflows/2016/fail_cutflow_JMS_down.csv | 25 ++ .../cutflows/2016/fail_cutflow_JMS_up.csv | 25 ++ .../cutflows/2016/passggf_cutflow.csv | 25 ++ .../2016/passggf_cutflow_JER_down.csv | 25 ++ .../cutflows/2016/passggf_cutflow_JER_up.csv | 25 ++ .../2016/passggf_cutflow_JES_down.csv | 25 ++ .../cutflows/2016/passggf_cutflow_JES_up.csv | 25 ++ .../2016/passggf_cutflow_JMR_down.csv | 25 ++ .../cutflows/2016/passggf_cutflow_JMR_up.csv | 25 ++ .../2016/passggf_cutflow_JMS_down.csv | 25 ++ .../cutflows/2016/passggf_cutflow_JMS_up.csv | 25 ++ .../cutflows/2016/passvbf_cutflow.csv | 25 ++ .../2016/passvbf_cutflow_JER_down.csv | 25 ++ .../cutflows/2016/passvbf_cutflow_JER_up.csv | 25 ++ .../2016/passvbf_cutflow_JES_down.csv | 25 ++ .../cutflows/2016/passvbf_cutflow_JES_up.csv | 25 ++ .../2016/passvbf_cutflow_JMR_down.csv | 25 ++ .../cutflows/2016/passvbf_cutflow_JMR_up.csv | 25 ++ .../2016/passvbf_cutflow_JMS_down.csv | 25 ++ .../cutflows/2016/passvbf_cutflow_JMS_up.csv | 25 ++ .../cutflows/2016APV/fail_cutflow.csv | 25 ++ .../2016APV/fail_cutflow_JER_down.csv | 25 ++ .../cutflows/2016APV/fail_cutflow_JER_up.csv | 25 ++ .../2016APV/fail_cutflow_JES_down.csv | 25 ++ .../cutflows/2016APV/fail_cutflow_JES_up.csv | 25 ++ .../2016APV/fail_cutflow_JMR_down.csv | 25 ++ .../cutflows/2016APV/fail_cutflow_JMR_up.csv | 25 ++ .../2016APV/fail_cutflow_JMS_down.csv | 25 ++ .../cutflows/2016APV/fail_cutflow_JMS_up.csv | 25 ++ .../cutflows/2016APV/passggf_cutflow.csv | 25 ++ .../2016APV/passggf_cutflow_JER_down.csv | 25 ++ .../2016APV/passggf_cutflow_JER_up.csv | 25 ++ .../2016APV/passggf_cutflow_JES_down.csv | 25 ++ .../2016APV/passggf_cutflow_JES_up.csv | 25 ++ .../2016APV/passggf_cutflow_JMR_down.csv | 25 ++ .../2016APV/passggf_cutflow_JMR_up.csv | 25 ++ .../2016APV/passggf_cutflow_JMS_down.csv | 25 ++ .../2016APV/passggf_cutflow_JMS_up.csv | 25 ++ .../cutflows/2016APV/passvbf_cutflow.csv | 25 ++ .../2016APV/passvbf_cutflow_JER_down.csv | 25 ++ .../2016APV/passvbf_cutflow_JER_up.csv | 25 ++ .../2016APV/passvbf_cutflow_JES_down.csv | 25 ++ .../2016APV/passvbf_cutflow_JES_up.csv | 25 ++ .../2016APV/passvbf_cutflow_JMR_down.csv | 25 ++ .../2016APV/passvbf_cutflow_JMR_up.csv | 25 ++ .../2016APV/passvbf_cutflow_JMS_down.csv | 25 ++ .../2016APV/passvbf_cutflow_JMS_up.csv | 25 ++ .../cutflows/2017/fail_cutflow.csv | 25 ++ .../cutflows/2017/fail_cutflow_JER_down.csv | 25 ++ .../cutflows/2017/fail_cutflow_JER_up.csv | 25 ++ .../cutflows/2017/fail_cutflow_JES_down.csv | 25 ++ .../cutflows/2017/fail_cutflow_JES_up.csv | 25 ++ .../cutflows/2017/fail_cutflow_JMR_down.csv | 25 ++ .../cutflows/2017/fail_cutflow_JMR_up.csv | 25 ++ .../cutflows/2017/fail_cutflow_JMS_down.csv | 25 ++ .../cutflows/2017/fail_cutflow_JMS_up.csv | 25 ++ .../cutflows/2017/passggf_cutflow.csv | 25 ++ .../2017/passggf_cutflow_JER_down.csv | 25 ++ .../cutflows/2017/passggf_cutflow_JER_up.csv | 25 ++ .../2017/passggf_cutflow_JES_down.csv | 25 ++ .../cutflows/2017/passggf_cutflow_JES_up.csv | 25 ++ .../2017/passggf_cutflow_JMR_down.csv | 25 ++ .../cutflows/2017/passggf_cutflow_JMR_up.csv | 25 ++ .../2017/passggf_cutflow_JMS_down.csv | 25 ++ .../cutflows/2017/passggf_cutflow_JMS_up.csv | 25 ++ .../cutflows/2017/passvbf_cutflow.csv | 25 ++ .../2017/passvbf_cutflow_JER_down.csv | 25 ++ .../cutflows/2017/passvbf_cutflow_JER_up.csv | 25 ++ .../2017/passvbf_cutflow_JES_down.csv | 25 ++ .../cutflows/2017/passvbf_cutflow_JES_up.csv | 25 ++ .../2017/passvbf_cutflow_JMR_down.csv | 25 ++ .../cutflows/2017/passvbf_cutflow_JMR_up.csv | 25 ++ .../2017/passvbf_cutflow_JMS_down.csv | 25 ++ .../cutflows/2017/passvbf_cutflow_JMS_up.csv | 25 ++ .../cutflows/2018/fail_cutflow.csv | 25 ++ .../cutflows/2018/fail_cutflow_JER_down.csv | 25 ++ .../cutflows/2018/fail_cutflow_JER_up.csv | 25 ++ .../cutflows/2018/fail_cutflow_JES_down.csv | 25 ++ .../cutflows/2018/fail_cutflow_JES_up.csv | 25 ++ .../cutflows/2018/fail_cutflow_JMR_down.csv | 25 ++ .../cutflows/2018/fail_cutflow_JMR_up.csv | 25 ++ .../cutflows/2018/fail_cutflow_JMS_down.csv | 25 ++ .../cutflows/2018/fail_cutflow_JMS_up.csv | 25 ++ .../cutflows/2018/passggf_cutflow.csv | 25 ++ .../2018/passggf_cutflow_JER_down.csv | 25 ++ .../cutflows/2018/passggf_cutflow_JER_up.csv | 25 ++ .../2018/passggf_cutflow_JES_down.csv | 25 ++ .../cutflows/2018/passggf_cutflow_JES_up.csv | 25 ++ .../2018/passggf_cutflow_JMR_down.csv | 25 ++ .../cutflows/2018/passggf_cutflow_JMR_up.csv | 25 ++ .../2018/passggf_cutflow_JMS_down.csv | 25 ++ .../cutflows/2018/passggf_cutflow_JMS_up.csv | 25 ++ .../cutflows/2018/passvbf_cutflow.csv | 25 ++ .../2018/passvbf_cutflow_JER_down.csv | 25 ++ .../cutflows/2018/passvbf_cutflow_JER_up.csv | 25 ++ .../2018/passvbf_cutflow_JES_down.csv | 25 ++ .../cutflows/2018/passvbf_cutflow_JES_up.csv | 25 ++ .../2018/passvbf_cutflow_JMR_down.csv | 25 ++ .../cutflows/2018/passvbf_cutflow_JMR_up.csv | 25 ++ .../2018/passvbf_cutflow_JMS_down.csv | 25 ++ .../cutflows/2018/passvbf_cutflow_JMS_up.csv | 25 ++ .../24Apr24NonresUnblinding/lpsfs_passggf.csv | 11 + .../24Apr24NonresUnblinding/lpsfs_passvbf.csv | 11 + .../24Apr24NonresUnblinding/systematics.json | 262 ++++++++++++++++++ 117 files changed, 3001 insertions(+), 9 deletions(-) create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/2016APV_templates.pkl create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/2016_templates.pkl create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/2017_templates.pkl create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/2018_templates.pkl create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/lpsfs_passggf.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/lpsfs_passvbf.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/systematics.json diff --git a/src/HHbbVV/postprocessing/bash_scripts/NonresTemplates.sh b/src/HHbbVV/postprocessing/bash_scripts/NonresTemplates.sh index 7a6d72e4..8e4a4125 100755 --- a/src/HHbbVV/postprocessing/bash_scripts/NonresTemplates.sh +++ b/src/HHbbVV/postprocessing/bash_scripts/NonresTemplates.sh @@ -54,13 +54,10 @@ fi io_args="--data-dir $data_dir --bdt-preds-dir $bdt_preds_dir --plot-dir ${MAIN_DIR}/plots/PostProcessing/$TAG --template-dir templates/$TAG $sig_samples" # get LP SFs first for all regions -python -u postprocessing.py --year 2016 $io_args --lpsfs --nonres-regions $region +# python -u postprocessing.py --year 2016 $io_args --lpsfs --nonres-regions $region for year in 2016 2016APV 2017 2018 do - python -u postprocessing.py --year $year --data-dir "$data_dir" --templates $sig_samples \ - --bdt-preds-dir $bdt_preds_dir \ - --plot-dir "${MAIN_DIR}/plots/PostProcessing/$TAG" \ - --template-dir "templates/$TAG" --plot-shifts --nonres-regions $region + python -u -W ignore postprocessing.py --year $year --templates $sig_samples $io_args --plot-shifts --nonres-regions $region --no-blinded # --control-plots --control-plot-vars "BDTScore" \ done diff --git a/src/HHbbVV/postprocessing/postprocessing.py b/src/HHbbVV/postprocessing/postprocessing.py index fc4c08d9..9774e82e 100644 --- a/src/HHbbVV/postprocessing/postprocessing.py +++ b/src/HHbbVV/postprocessing/postprocessing.py @@ -381,6 +381,7 @@ def main(args): sig_scale_dict=sig_scale_dict, weight_shifts=weight_shifts, jshift=jshift, + blind=args.blinded, blind_pass=bool(args.resonant), show=False, plot_shifts=args.plot_shifts, @@ -389,7 +390,11 @@ def main(args): print("\nSaving templates") save_templates( - templates, template_dir / f"{args.year}_templates.pkl", args.resonant, shape_vars + templates, + template_dir / f"{args.year}_templates.pkl", + args.blinded, + args.resonant, + shape_vars, ) with systs_file.open("w") as f: @@ -1592,6 +1597,7 @@ def get_templates( plot_shifts: bool = False, pass_ylim: int = None, fail_ylim: int = None, + blind: bool = True, blind_pass: bool = False, show: bool = False, ) -> dict[str, Hist]: @@ -1760,7 +1766,7 @@ def get_templates( print(f"Histograms: {time.time() - start:.2f}") - if region.signal: + if region.signal and blind: # blind signal mass windows in pass region in data for i, shape_var in enumerate(shape_vars): if shape_var.blind_window is not None: @@ -1882,11 +1888,15 @@ def get_templates( def save_templates( - templates: dict[str, Hist], template_file: Path, resonant: bool, shape_vars: list[ShapeVar] + templates: dict[str, Hist], + template_file: Path, + blind: bool, + resonant: bool, + shape_vars: list[ShapeVar], ): """Creates blinded copies of each region's templates and saves a pickle of the templates""" - if not resonant: + if not resonant and blind: from copy import deepcopy blind_window = shape_vars[0].blind_window @@ -1970,6 +1980,7 @@ def parse_args(): "make mass comparison plots (filters will automatically be turned off)", default=False, ) + add_bool_arg(parser, "blinded", "blind the data in the Higgs mass window", default=True) add_bool_arg(parser, "bdt-plots", "make bdt sculpting plots", default=False) add_bool_arg(parser, "lpsfs", "measure LP SFs for given WPs", default=False) add_bool_arg(parser, "templates", "save m_bb templates using bdt cut", default=False) diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/2016APV_templates.pkl b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/2016APV_templates.pkl new file mode 100644 index 0000000000000000000000000000000000000000..617488aa2584852d7dcfb0c854547253dbe8efea GIT binary patch literal 543936 zcmeEv30#fa_jiLt(x^#;LKDqtQqSJa^PEzld7euel{8QaNs3a^fKpLWq7j7#%_C9@ zh0=^ty~mHvan6Z*{r&#$dtaaH^SM1|?e*RJS$log-fKO(=X66>oiXDg_|Lzfc%B$i z56k`geXQ)_W7ax2?)Mh>@*_TGmFkzv>3H75@frkQV5{6LU2WsFV@O;qt!!OTA1KXz zEWI2p-K=fRo!#7h-Qpu-*0|bwTiRH9TYkZre;sI}mAm_X@Bawy_Fk5*0_N84Ubf%v zLT2gaZ|-aBXz%dtUOXBE8bql72s9Wp2(&g5#;jIVwX!lYijQHmw^vm)cXlxs@z^0| z?(A(YY`(0bTUPz3T?iY$)<|A?xi7P)Cu&#)Bh+vTB1YyYq|0|Bv!b;gV*k+#W9xBx z|3@o=whKoq^4EQZ(0z&Z6cpoQh<5El{V+iNSiO6@x~=zq)CbdVA4nA)t=#v!yP=xw z?UhkpLVfr$u`eH1nSQ+A19o0dUXUSAP`<^S&yv}h*2Z{o*MKpH%-{BFB#u<4fCVzxoiOU~hS7H;5r9$(G zX+krKZrXswDW(~VRdh4+H(u2Y^mQ%0yxrXl9Nc|vy}r@QzswpQy({ClE#t9S{tGZR z*(-zDFr2Rp5JJP(iY? zhWT5p{6PCHWPYIi7CFkl7&$BBe-Jr;0mhD;mBHUd&dLBBMp0v8iXQWoyZlAutlSCb zKG>1-x4K|Q&fn^S9XTs^`4Txl(4Zn`WzBNr{6PCHa(ICnR@O3niyT`QTWfDGcQU>h5{4Gmq9 zX>2ggxY#WJ6pGF8PodcCVnZoW%;L15SjBFk{l+Lx>o+#BTdBV>xgV7SY`?8y^iu-f zD*hhDzRWf@iz`B~Is6{70mI<;&0J_wR^ab@Acl|?+4~-fGbT27KLKJh_Y)vCZ{Gvg zqgeZ1ru^o04;#C0K1V-UNtU=xGcPXFO~_ z{}6`l@Es0w%Cn+RzeD1Ti0#!M=FhQyrX{DiBOM_q}n zm60p)wK8%g#=apjr+3Q@Xx6?pV4vPCH)1jOt&!>59))R>ZZ1$tNNfO%kAk>!=T;M@b7?7z_goAbZX0h{`jI?$n3?TYQF zKv=1r=?AAdUsz`P78Wb^`xYIzPwPLAj+M|qh>o8^v7=)p=y%bvk{X9O)ObHRzxgt! zzle^%aS!b1_!}LtqvLOMz>bcUI(&(a728qKu~PeTbgZcR79A_%g^{*%<@FxP8U-h5_P?ht1CqVc6{a5QfbS2DT2x3`Sc2ZO{912JpqZ=qFG-?=B-) zmUlz!Re-0)_Uy8n3bUszH*Nme!~QY|fvG=@31C@ApXFAUUB;JniGM>hOc@CD=TG7Z`3{oY;&tiQZ-6+`kLV0;Xzo6T3qY19i}5%CIy zR`EyU_2YRo2(>bWBI2Dy2?+>dNNl|QJ#4>pBeIi>kBa`_B&z z0`GXMD0%h>RHuLc{p*2$J@Bsw{`J7W9{AS-|9aqG5B%$ae?9Q82mbZIzaIG41OIy9 zUl06I9&oAXto-18AM{jD`rPGCLWqJd1reN+feh3#lR5hgKtSB%zKVIOE=ie>yUJ+Ng#o^w38wRh7|9$@#EU7*uc~}JuB(`ug zpF4%LoUh+GUoQ=_5{W$=Z|Q@#J6{>pJkx-OUNe{r3sDYj&SSdWOvDRn8(XA;f&) zE{7qw$>DeAlBgEcy_ylsqJY1?PaFwI_lXmOhxNBy4N>~%&2MK?@}RI(Er{B_kVV&* ziin#&;%J(df1DX|fu@(T=RR^hC|`OnE1&WR9zU1f2zX7I?tu3LT;Q3we_njv z^*KgBck({iWBYu~4W}f;`$UlAqaGP3NMUQCfFxkFp-*IZ86L zl_?DE_vO1?dPo%a?5Py=5UjFIO;^IxFXR5F*X&FFQ}4?zqUk@^u?qAPwf z@EHB%v4~9uzfkYs-EqwkZT5@Vam*UEI%!k}H%z2_>U0!` zO;HC3^0)o-_FHq)>tZ(J_kkhb2W5KuWJKqBcTrWYG(4+qd;9H@9+>yj7!4BEf~sd* z!b`I8=O=5}L1=JB9LgSFlUC{d&zm1>=*#{mwv|AK_X3jo_yn>~+lwPPL>g}Xe556$ z$^gW1=kdw)s6g-gZJ!%kz3}4mzD2d6^jS$d zLqu&QZ%i1-!2Q1m?)U5$y?^D@AXLn&89D6Y1^A7uUrfK2Yi_v4-i7%Csxo+jz{{m3v z+iuyd+=1XDe%{ilYpz4Wr3(AoLd#Cywg5?^$wnN029S%Un=fAj=cai?tatm2Y)?2ik`BB z)6%KHc7qY8|VhaPPHhidLvsO6X{aF|I9mCkP;nepmL~ zGpE$QH~{YWW*7J&zwZAcrw<#)U#UP<-DmIgtSrD;A4pEjV*r^5CLPjB@cmCgz_`UH zPZN$ww=&sX)O;hPk=~765FyL#IQm z4?D+(pOl>o!L#48pogV$Toaz6He9ML_}^dO*9!NaDz0k+pBWza)ttHZ%kzVh^KP$9 zRpEBVON4o3P9TOS#Aqzf1oEmLq1L~B4sU*&pP8n|9#@5@k`?9yyZ`s+_q+SEWP{|f z%mb=WF*e?tm&pB0Lcwc4A&m1w9 znO#;xfI>#GMCfDBFYjlMV>@#=8#Up_14`*7{q}%eE=WrEff4jkV4La7JccuG0)pMt z{H6jVda&EZJ8J)ZGdw-Uvag@|0z6X0$_GG%;2Y1ToVH)KZ`WA+jJ}2%%z0bTN3CN8 zGIv?#H?bN(31?v~30wSpdFE26UVy45^m;EgAARSq>lIvke^n0DTYp4*_yw5h){cL+ zyYrXlx6#eux{IwU9Dn09B|~Qk##sEFSRNTbmwl^03{Bzhw`A}4ylw$n@JVb={i`eg z`}^%3O)fR+oPMz3MuD8jo|a#ppH#2hjr3Vn=pARD8}Y;vINHgzX~pk?Tcx*>No7Ug z#ZTm18qdjTO=!zhLitJPe}8^8!;2Q%lZSy*^K?+b+ZVq)zr4GNVXp;LAsHf(cfrXT zJS;t*Bgn1??fWt$V`vZK&5uziimYmn4m>D%q2ol)UOfG;#@}Dze>b04tWlrT>p<1x zOZp-&EG@ueeLCh(`wZZY{X#p_S@Gl3E7b4;_f1V01!f=Q4E*octG_$He|o}zxJorCe2L=Kj#q_S2{Qg4ad>x&vAv)jUu8-VYO4qq;-297+!j&=ke)757WZu31 zc|Abi?WzOS)X?@_sY$!hYquLMf4wv2e(R?8DV;Fa`=K7!((4mEqL!WyE2JOiACLb` z4B{7A9=v2}2Jb74Dwm|L|MLD;n!HWc(aa9=oIUvb-seN0{j6y>DX#})@%7orb0P(B zonhqyPalA_dQJQhbr+F6@9ze2yV}B(RrY0-(eA+JfznJsZ$B{M?p92x`t|&QJHP+e zvQbc0rfsP%B+6amq(_i}7q`=@CvUY%)>fP$jIcO1N(36|B-7)nnn0=e(a-6JfBkvW z>Il6~OQ|i)AMx>(vkV4CR20%$((aHqYR#Z*Rx+Sys*CVdcm&qRX)Jx5$Uw?T{V(tD zw1Kn|tuYD2Zs19V^}C0`{lF=P|4=Yt3zDmSk6nm!sN&$^Lvy9&t3mIDAYMb^X5g4( z<|c3b>+!LJ$crYU$`0;r3yl)}coCoe#foNdmKX1T|hwi&d7okFJg=Eu6QR|i8 zkAHSP-Tf2PcJO8XQKjn5hk(fDE4F6`-C>9F3z1W0=kemd%;cI*-WFTvLs;(abj|I* z9{=r?XCS%X-HPkpNa~0uA?T$$qq17B2^{x3sQ)M{|CiS{3ALB5&YUgGGhekgTj@9&Iho!d9d-d+6)T8+8uK_8@o1(UIAWwez{P0t7QmsLiw`Ce32zI z@9-9K{NM}}2}d-k-!=hmXD$t)&R<`@xbw4^*#sR`9#)vWb-nqHa1|&VmnC7=ZUZOi znY|a(OMZENh30B{@xgZR(B0O8N}dpq@#&Q=ucimIUHdM=geVoX*B%IA9(w?y9(Kuz zzPyO^=TisSU9g4f*Jtk^S#Spynn_F&BmJOnby?)i=fA%{|LOVXPoJMm@~3lcHd7VL zaqIVyrivxu5ni5K*8kNNUK-nIc-ID9zf>+AV2t*5Mav#-wS-3mYSH7fy5!64cx;W< z59he$AC-8H*5lr9nUCf67U|-?0{(g&Jf@!diuqG0)Xvn*zcb8QJ>`={=TD1n4^3~3M=4k~Z0@t>u zpTF_T>pe$0Gd5t26C~)RRkW^;0FpV(H=2sQ;N0yIM(U*u;C@&Id2QARo+q=%v&`fm zCBc_UeOVk~mS1ai;KKueyYhinQ|b$_Iij*8;413(Gg+Hmy<8rGG1%Wb<3t45orPo< z=O2TyCygu!!LR2N<`BzWlXYOEt#2gv0IPL+@^6`B>`!NOV*6%E*Nv{F) zRqsZ7VG1%@pga`AXa|M(CVjWjcml6rvkyj_o`7R?PrL{hYJb^3%W<%L4Phs*3B6EP z5&M!X<%r&@->!#4^!L9DyJ`oUGzYJ1x`%+YMaKGb79Oy}eN9e_Z7N-7LTd#tDeV`GKXQQiyu7fC=Y<8_}1!)8zuS-Y-1_t)#W%s4xWh&(%3 z(l&Nn`BVtFE4Q?Z;Fde|FYnl2nR^~6CJS@wJ7Udv-}JWkgO}OfQ#58o;O0ixfRt19U^f2#Ufrt8 zzdSyV^T-v`DLZH?y5m`qMJO=q*phBx>jCK*LQGljrGbqqkDg!J*#y*_U$;;MyXH|zkc4j9GA;i-6x^hCdm&gZX7FK4?YkB z=2-Go#oTq^NrD>?^MysHpD;w=~#P(=Ps74=nTaqw8}1 z`BR^_Cpo4_bX}jK^BK>pb!taHV%|Ubkzan)E*2zO@Mu^MBq>nUOF%ZGn#Z?V)svQZHgRNXgmK24Se zgi`Y==XsJs^}NQqF4ZMOQuk61`DX^`dE)kF*_|Tj`z+7zM6K#`oUloYk<*x0q*b01F3LRQvE+J+Cd!AU| z2!&cEj(lAG(O_VXO2bon5L9zb53gnG!rOn&%clf});?|38%SZ9>g}Bi7K?~6Lsy6E z2?l6n7kNY=P8hF$FwF}l8lyU3ecR^k{oE|1y;|}XU(z9%Cz>evocIiAl`KuUde_sz@)vHJJ#pY2Eb~uMa~W`oSdYyeNQ##gr&@y#TKsH^V%^ zP6TP+AQ@mw4OP^Sc)!)A2Lv%kiZ3GTVEIsilO6FY(9}cIt**xa?>>Fc!?+PYK9WUV zzqQtE0K%MklD4a}k0cVvg+1tWcc$J4OGTyx!e7elFJK4My zIPOW^p`e(BC<@;>V|*_ZmNdk7X!xH1*OgC6n|lud?@GdhGF-h#wAf%|{?-&IcJHXo zrDK?L*uNVGXSVN;BRWq7Pwb9Tw;`tiw@d2E_sWq%$I0~{Ou845451~bo^l45r05ww zKZx)DGHwyY^zu5eVW`n3+V~Q}BAw!N2?>F$DyfT%n-hRdl$2PKb1bS}re`>PxDqe^ zPcEJ-2=WVsTcaYb#t24(2D4VmoR2R6x%p}N#NbZkcjKK?J}w&3pn|bQ{dzg5_5Cqy z-?aRrHSi8)-3W=y62ez?A@DULBeb4*9b~@^pTC0*RmU}G>Hss(I++?I3(>lMvqa4W zHNVzz7oqV4kkOML*p?UzZO(wyd8aC%Np>{Go%oD>R!{Dq7^ zZjAx+B}bnRWDSBXI-lgOvv(ti{pE<*g^MtA>OyqH&RxH}o@Zyy#9q5g3jKrz>&SPK zfKrCUZ5mmtV1dXU6Z`r#fFhWW%%GSC%2f@G5r^>Lt)DRZt)40ynt*BdW~JSN`3NVM zN>T0RgOKI}`TG;{=Ro9u-VcouukTmgF)u^g`>Ehf z|2{62bQ*9+iDJCu3@KEI<$m3HaS6$YtoU@Cff3g1?Qu@9!sn0CcQk-|cRje;qqVrS z=Q2{fy5{Q9m=M?^}LCJ*mgqxd`W$xqX$4fI`m8Y5zU87W#Q z7M^Vng__*r4kY3+c>DA3#^*mh|NJ|@pYNmz6b|M=l9cFmTWoexzT+|pTAqAK6H2g# z0WIT>c7fbHhWhPY^t!a^Yy8Ay9*oAf3hlSN5OM-7lPPQO3Cn9i<1LpIIK2%IqxD=h z=@$aeVczc{CGiQMdYXpOFGOvY(V{}j$yYM=d%RtZmPM{EtoDGo_G0Qa+t)XxpIpSe zudV&z9-%_TA$0$^EBk6czQ@>GQ=;CMD2mDZiVdx6m?SXv-VB_o3Gl+yXN#+;k0!d& zLTwMvI}5iN!H{|=;d91yFh-x&r9_AX7|v3y~$U!8O?c=ZL~F&jfAcknbkvr8?JMAS_i{m^cOT+0<2@LYO$E=}$`kdcQUkZ6 zLPW)%iQ(rib*|ha^T@-F8tYw|J2zNHFjuTmi_Zr*G?6kteiSjzBF4{ zJ9>Zy@Wx5a98M>Nu_~|BN6MCv$L?CHvO5`}cdTW1?J4~I*34gtr9HDAoS)w{^W~ z1AHuT=U{9x{`{(1gEH5?s0XFFb)&f&SCGRGClua0hQR*G=s@?<1Q5AfFY(@~SXf^1 zZoyTe3T!`Cb$;ez3)pKqBh_4$fe`Eq>kYdd3ME6EeK!imfFkabLl3XM084L$t!_Q) zK;F=+#8oC=f^#Ns-|U<;|7HHhf|Z#m8Yy89u`X{YCl#<0dwTmJ=Q>!`wqPM)ND3bB zPPl&g5+i)YB1Cfaycpj4IkG1RX_aGdu}wkZ1gkW=K83>oCi$1KbnzfsgqK=sQ7s&8T|76hBlsck_e}QE@LKHr=L=Tgz!UGSaeBYVd>yw z^RY#w;cQK}_;Uv6oMW6jK#9*^dJ*?E?RE8F{g6v7A;tA-9_Ho+m7~>z6(Wl~^5$#(N$R z@ul*NL(6H7EjAHnFy}$p!&`PA+8>VA2gE;kCxNGjhNg^OvjWcMx;&{Fb{H86U3oT1;*I-om99R?u@rc~`~v09 zxf>u;>?H%k_DncMCnwfj*#>g?s~r0HTfycs>Su9RGLiD;{^Em=lOV}4dJj0B0k*#X zkd_-r4Rb}AX%(#q@y1`a`~R1#hUTSPoccbHn=L=Be|IC^eCXXjQntQjgXwzNq;X85 zK!{?R)hUq`mdGGpDL02LPgL;B5|;jSCbR@+tZzu&qgB*0_vb_#sIKC0$4X9-Aj zBDt<6kO^C|4+V1>cL2eBIhj+adfbeW-7@}a2GVrcp7CH>5^Nft5E~550`BS;91<_k z!2M|-f}W(U!t>{^#)bDy_8F%JHke56R!^cK0&cp|P0kpxLEho?my{W_AlpQ7w$F_O z4khZwtSx2%QLLv*#LL*>P}&od-lO>bHz4A;ogkJ1O*!3(!$WR>kG>xlQ(k32*g^MB zRJsjpTQ$6Hczr8i_S_L3Zk~yBM4q+C_D+INwL5KT95cWjeyO9}{M3+-*@{1^ir}~B zmp-~>j3a;*Hq~mR7U_$CyL=&Wp^cj$)y66!erI~nb|olclLRpgR$r{SLdyUS)n6-p zBhC&pyEf|EtQW_-f4;Tbq1#(hpg6P0^y%6gpunxXi%v7e73NyMcGEg2{nDYO?~LgKfqoE5=0D67+XLQ3Mo7dMlp+km z?aY!fiO~4GxvKZ6%OKJEblhvD)li7jwo#&V3h%u6SLe5C(qG?FZ4)eV&@H}jO$0Q& zN=~T#fZ8u)3>C8de|>+Z?_ko~fLec4JC4leh}{GeevdAFG{}TmqtyB|#O;7$fqh2i zN-NlCa?3FIQ5KR$r_rrWm<$7tzmTmK&IF6LW0yGMsi7=!``J%=t!8On2%l308D{5>`3K#pOthmi=-nW0MZDqh;Ln@MyU1^Ndb1THotT#O@N2 zj+Tf0;&z?CiaGz#FSoEf#e5E}?~Bez6?ed#$KZ}nGbnRc#{gsBOImTpN0Au0=O}a3 z*gDL4Q?6z6F1{pOdolG|wxfWxfXR9E{h#$PSM12a*!#qp<1ncn=6vb(d|}q5N{qb~ z7s_V{3o-TVDl!t;=jNN?jU657TX*dQ?4AQDn;vt(!zx)VgCQHiVqgOJpiKrJ%mk)y zxX1}uj1`;b&Tob#`I#VK3xcXQt0W*&K364R{gU;eq(CY3!=lMGezrEj%H`9dFr)`1(YgT&1ScQs6uG``)-wh55XN>>dEaKKd`BXb_z!LNtcC=L;^ zJx_t{CR-&1{ceI*S@QC&9+@y(WBb8awRXU_`)p0SRx6mUZc9#^%tRv6S=#V2+x1G@%>jag}+Usa5g*KIX<+uK3NoezVuqB%!?KB zU(5-%_N4)VW8B@*b)+yXG>c;Ubq-*&TP3N%jRST+J~AuTDus9dchYu3u4yUo(nqOz zi9I&~t4wGDn_eaih_jxy=5GhLb{_1IKw81mu-c9t&odDow;OA6-X_7to&MQn%9%hj zwQoa-7&R=VF-~ZC{QLFJ)yGQj^j%Tw_4J{HVghNfm(^6)&z}uaKQ@hbxxxUpd`|CY z_(Tdn5yxw1&2WHIyb_g8%3>ZesH^#eFIL6fB+*Jpkr;5=A7PRGLrk6)Kpco>hWXMXW{&CoupYi4%} z3{4`fk*&A^F7N?vQNm2^N z(fwUc<$Hd*nuV5w-ka&(Bx^(O1E;en9_l~C)H{w8)GEeo^k_V;y@fm-6*ClKuzd@; zGuuTe5W6Wdq19aiHV>3}C%N;3g7N)#^~Qx^Fl%dMhqMM*%kjS6Ay@)dKpA`GEFIwY z?oso&Eg>vhC=wez+>1P=luoVVE`p(Pk~UA7>%k#b(p#ZBD`1?z$F|kcqu@x<12RgD z36T0q+dDL;29dV8dG2&;0bJnA_8~624cvyAo`rv)fdTOqXM?DJ|9K8~zW=vn$x9t` zlijvZyFGiSlT0a^r)4{6w{xzCNjo5YHA&q5T1g;Ns&b`JKmtBlQYm{Q#SiWruU+7K zDFmI4kO^N@R|O+gk@2?A#33OA-9p)@77$K!&ZX}sfYOE1HBsZ;NH*=WU~S7n7?fUZ ze24K7F#Oac7&TJ{9~B!>7s$N@K6UjQjA&yAA~wO2XYeO_O=C!k~w6XX!0X zA-H3qH)_`fHE@w>VEWV%33%kVSrJFL9*B3pz^v{~2rZw9C?9|N6d4PuI{R9=2#V;E z@8x{b2zF4)g`F`5q1$TZJ#cHbji#|MeWOh z^dwu#EEJVpFF!xaVzgjtLOLI>Nx+)a!c@6}yks zy~BktW0(HJ1CDjzQ~!K&M_)PQD_eZ8*7FWrU-#-+E$;;2@kl$IX;6b0TwJ`LdaeLE zx^q2}rnwD1y4LLwJWm5x-64uowfOz|?5X9&$liEy$jcG?Eo;kZ zn0E^U&mCR$LDz&~=n=uAqe8WI|^E*soq-mjDy~|y-#SG?;|XFQ5My= z3ZT=ikpPeO+hDz&@i6NM4Lmld>-t9O_t*D_ahCQWCJFee-*X+gmoC_(GdK|9DGK8w zxDI>@c|DUgRe!lNFF#$9n?Yej04iMplc+ z@$j6xg<5}6ehUIJw0D3AJH-ec4=pVF960;V>G%2j)AP@tK0njj+mjya?m*WUMcM+Y zEhjL4Pxn3jcookLA+$bTHFJ1XzBpQTxgl^GWDua`OSi-Hu2dDEjghZ2 z`P;zBM(?2h-fE~%IR)epM{>5Y2IOgN@E$*&n@}) znoDm_(!tA%O{roOYeA9zoy(-C{nnbbJk)s{02$+hG>v-Vko7EM;rh?KK)@%PHG^Ip zQU%g8HoV#m=$$!)d96|PqRVrw>+afs)Sh$=Gc_SpSXCm_UDJ)M?iAtpxKs#Zp9`$1 zmaGF>VQGofoE4BDH`%gf{vAlGG@+$*9|M)@jswrCs*sS1p@iPF0(ejE+WpaMrJ()v zv8bQ{YMAouZBmla??3NnEZwA})E0x`pDZ5IZrcgg`Z@r<+Y+$T=DqI(xd7NBeb?;< zs|f63Hr#luK?5}J^!ni6C;{&i%4u{Ux5$vR> znP={(2h?f-qMs5f;ML$WK`IJkVDFx6iQO&}09n%C_=>0&nVLSvNkCo*ON zLZf^~%Ikqjyl{`BdIb#GGHEe5J_`61b%%QjCcxaL5gMZpwTRwx>02KL3*fF!tJ+V3 zcfjf7=?zjdG%(}NgjKBM@6XRAaU$2JL;|LYM#Pq$Qvls}-+r_U*a?+SJKpus5eH}N zkUZC?;&9yO^Ju!@UhuKMtF?$y5++Pjr>tes2hv%JhHA6KuzKx1havx$NNSi;;`T!~ z;N#qokr4kD;Co;=D(7k?WYM~rLZdMW*e}}#XJ$?Uo4RIe>au!7!?1Q$gg_DWyt*#D zHM|-O5nQmEn2!UVB_w0?wH+q)4pi z2ZpNRA2vJ@hMq!~s(t6wfxa+F?ny5R=xZrIS9wGSBokL;zS1UyJ3`-jU6JZVviz>I zhOH`si^2#w+rv7r_n4vXxy5oQd~JKiJMK~7HaWH7HTwiOnAf{XN4*B|csgtpdaVHR zALyf*v%L+-3}#>O)zZLg^lID4ZvTG0`lsj1KYf0Bt_9aD?ql-5>~OAdDW4QNAG))$ zO}Z0_qUEf1$GHL%Nwn^s z>^Qnhy%7YcTdi&rDEHIg6nCOE`ZLVwuF$ z14FJ3ELu&N^PKL@?$;dqF!yhG>)AA&Uy1H7a66yoCTibUwqvo)a~vGN)DP7>C*IG3 z4QTu_Zuz=NB05Lzi7H(8j$c%&(h&HKxF>wl*MvdGn3~l>8bK%eY-yE^@TaKE6; zZPT+h_;H^>^@0;IWS+0BHqc!M6YkxbfAqQ!A^hNS&8DUnZl?52Xd-U`Gc?&9JR8KJ zimxI`v@|z*Ud#6W|8~6T zR>mH2RG2`HT(P+GbCdCP223cKcAI7^IFj360vp1%$)X>6^}|!*{`J4dxn5K;dCp z$LbTBaOksKjmBC9aK?9hEt{DlB=&!W5R_N~)v|j+k`*ZX9CH*DnOp#o^+DaU?etKb znEvqN+-W4Q$Ka*it_N^)kjdVc1TTQXSm@d-@7mxAhhy{~5fZ4nwVl)6pA4?^eo8Ae z)`u`o*B8aSsD&Qox?@yDtzZl5)8uu860m!zq~PG=ZFv6t)%c+IN#pcNSA|zj)=o>B z8Umt{md=<@8gRDv@-9VcIS_b_1xQbPrzz9d90+iV5ZoZqhF-??+RfDtpl_(8 zb2kM&>h0n?^Tfpyh@5M1VP9V@+|zJONB+rkka>T9nPXZTOn;_->G3oXJpW4f3hOi( zJk}+JykhG^Bu*>W^99$!=+fyE;pxpFv?$nIp+^jEFH+e%T+Q{{^E*(=FA!a$1~syz z&U`L329h!Hshn3e;i^ZUVpLS+!5TIxMx!zXSis`a!1}@**b%KYDvZ>Dr{+5~cuqS5 z-!`E@H&lETJyvUAl%GI^EG_toCu?E7&G4ACQa`vY>ykHdwGED*>8s(@A%+xLzFZ2G z>)_QV_N7M{`;pV0Ti%~NRSU&exn$&hZU!>u@1m7u#9{B#kqV}z-(TMk&W4mNoKS%J z*?tNEA9O)#SJ?J>D-{?OtT5*cY55<9(@Nkbc z=%Bw!ak+;M+C_5SUIYYSC{W$Dmb3=uZ|Sbpvv~}^5yH!3_Ux(1#Mx+h!0 zLkuh56$np1YDL1rYqV@X--lzJQ`D(yT|gnnR#1#b9KLNfo!iHS|NG=$jn7jlMOPNb zRADjgxvgwZ3_)pVt`A4BChQ&UwY+mp4#@OBCA830gnYtz+sXG^fO^YQx}Cb(aM1V} zH?O86=&(2)LE%gfwR5*>`6x{y-AxfKwE7RA#MZ4Fo<{bALxbej+QjYfMXsRgnLJ_` z&@TG0E@K@$gNzbCIrkjlxR;RJ^}ZH${z|Skuh0SrTf!p`pq|fOQH|YIz4ZJ1{ptDV zPoJMe7N9xGq=K$5RH-cXCGWs|FExH@W)p=uMC(tUzj87BI_CeMRC0!ohWZkwKCzZ8 zUj4$q2959LT)g40*NT?6T;pkLDZ;#uvb~+-^CM#neq$Y_&}K)>c?|A)v+UEDZ8KLz zk4Nm^lQHrDV-Nimry>G(1+?C+{WC1D%I@5)Pq6+CxtELv|#4=bx$uHGtj$xNxti}E*#)n z$4Vul3bLmz-wM8?0!#Q04l(IC zRiCScfn@U=7Q&iA*y}TcqFcqF%caZrc#S!KJ712=z0gqGpax?M-e;WVHUjFN^J5da zn(*HEyruY*98kUSu93l55%La9K6OjA0Htx4x;DCLLmuAE?(NZzz%nI)Jl%&Lo|TOt z%Cwq97@E!Puev{g@0fhfoxjr$lysp@6VlaY=}0@ufk+mL@ggNfxU(pxPCDHJ?ArM(Sql}9EkiYhql6A1o|u*=G>IOS zzZ*+D8YhvLx8%9!l^?*3Tb4xfuJi+;u#Tgmgzd0>M|P9-Q(_o+r{*)!92xWt803GR z(TDoJQ~s8xqqUGseOAK8qXm?IM)KE>iosKvT=^<%et&+C$`I`vIckuwPhEI?Y5-((J8L+xBJ_PGz-GW@4Tw0h^HO&hpzNoALwbEbh^NT;u*k^( z8Jk!J2!v;m;8Z1-KCg!`W@ORPJ#+{hCyI~1PSye0cJ9r2nX?8)Tl5G@MNq(gp9Jl` zm?4C4>p0x>`2kEjB2RntNCz0mjB}2p5{HTNdX%m5yuTfvduMZ0@7-60Z}00(bEO%A zO_}Ward*oPJhZ@em#!R$(-|)6Y*&D5xOUOgm74>KM%HFdc2s<3h*dtEcL1^Jb7R_! z^e}k!PQRq)350}(ZEO5oEqqDV!_Uv!5AL3SDn?q|2BqI_Oi~o*VU~T#4 z=0MPg?9slScOA9gvr0c^aNMir!apXc-?(kp(J6<_m6gxY+7?c{tbN+%`4?H_rXLij9WAB*B>ZrASn&|%P zh}fClmMEfSyN!ZvhCSM7nTcy>HTOBp`^9FZ78S=CF!$FuVDpCJL^~R<73LEAIvitf zeExxF?N=Y5^%rkFpID`bIp4yy*Jqde;9F67e+o$3IMs`V>G9I>uf;&DDSKJOnz3)+Vk1H9t0N~WQFQiRS z2yT#xv+Q`k7P!g>DGxGr!6iM@OUF3hgU?>}eU?Tq;K<#Gk+#j$aFl~5Uo?S46lPb+PIW@J)K}{Z7W+YA<%`Xo3rg^1&WBHDZGJ!gH{EEOj#M&( zIp?#LRv)qjOx|AkbLX)I}-Sot?P+jd* z@zo_(c*-$xsl9pvF;K0(m$ab^T0a@z`vCQK299%PYi%e~hEoJ84=45U-yi=~{xXS< z_Dg%1KqOcoz@^I;gugWAX1J{nYmC92t~FX<(RGW3s+b}yH^|T+Ft!E`FQPA|zuN~# zvJ6NgYeK-oy_!!<)(gVKC5iLYqjZ2r*PwN)XD8H?wTmj>^#P22aNefFIRNK_-n$ZR zVu0(iLO+|!px*C)*yb>7^a-JNQxpr`(gCBNH}~bWz5*!>53Dv`QHElNW)1T`EByBU z6)-w2cp%9Py4`D-V->Ik9P3y4-3v5^^4W=FL(jDVA|yUWR;&-pvx+Jdd_4dx@xSrp zhBb`Ya@&*)IS7~sbn|Q)grHT%d5KD+ga}H;g(id`!%50!-vR+Ey7b2+wl! z#-0?Wg(EsI_Zcp-K^3pVDr*l?+Pw0-FV;GSXHDA6Hh_)L{xVcZt~ z`+&d7-=Cg;{`C1}G9Mb-*ti#6Z%`fCQCfR?H(I{Mc{bskk1kp!OqSg#q;G|msh<>_ z>LeFL%ZJxwuU@>^iIxjAO9YrY2hj4fC+QcThp?b!vPw>e#QT`~t&^1eK1nX7zQT>i z@XUy?XSesE`{#;?czn8#v6n1!zZ>N?eYC!7`;G_1!x($zXqyj?5b~k*n*1MftFjQ*>5ym$Jm?5Ij&b=ikaUF;`JS=%1UVbsC{34<7Z1ae=1SZFUA#k zuypf3uHOq=g7SGE`xpYf!So$!l16ZkhJp0M&pzOCo%LGMVLMoNtD_-7Aq;TVo%`%) zAPU!RedM&X232e2Qm)Ni{47SkP634TsL*{UfI=)^AsNV0~Kex>c#%&)vAa8F2 zgs(+w)ubE4<_iSfEb}^GKx6RO<9+%tDCP6&fG~G(Hb_l5V89BJCZwm9E&72bLN2EZ zF@lf==^mjxsZ+9%L^3z3T~Yi^EMEMmO$+0Y^Gy?kn;^~Z zlY8p|Cy{p-?R@l&x}apQu93){0T8Bk!RXbf5fdYqA`KfNtfa4uUQ!}E6U{1HPWc3C{XiS-AyM>w! zrgG}A$vaIU{h=9+0+HR2NT^=QVEQF6V~^;zLDj1!RQKu@dw;)PV&qm=GeK=IyO4Z@*;gNa<~BY{!RP_PYvNh9YFI%Ol7S$G zvVb&PN(joE^VO~8CIg!ul|4}s>4wScorw(APJrqjZ}me$gRoERP^KN~@BY;f2Ui)Q z>K(4KD%PiWCXfe@pG;FybwPLAI`OqT20+UEmT=p(%CKyMx&F~pzt7*Fo-hCO`R%RA zxTbR%^LMAnR;nuB~^C8@NKri-$#Np3oXuKin zkHm@(VCd8bi5zg-otjEWzu}#%mRI`(UCX zN69#q0f?-doeNXbh1_fFtW9pZfG0`AeQB>P;mP>cS^lIDFk`ibJLs7Z%wa5&$mCiF zTKA2C!uOqUfrP9y8uk5_)DaDlQ&BHqq1rPhT0YeGAO?>=FtytR9SFB^j^9Q7{sHRK z^kj5EiHfBV3;BM~J9?13q*@+I80#JjEBO82Pvg$_|F&#Z3FgN%tY8~UA+7woH z&TD4lufNb1Gls|LJPuE>S^{=o2Y=i3`(Urt<6h}K`XGs@gV>B%7Z$|74J$e43<#bp z=Kde{-aD$Qp4%IxNR=WWy@P@j=^zR#p@Z~ZrFTWT4UwXtARwTkfC5qlM7o74O`3uT zf&xnKy+{!O?;hj5?tKn?&-LZ?Ip27WVB8) z%A}VudO~oia-G2PIuW3$k)xW-?}XMLMzo1=<0ZXfU0#XuL{M!00GT=!u!qTAa4wXV%a`XkS%(hhCjv_Dqgy~ zM4)5~f+r{`6rWkZNjeS|_7nrabcHtTCZP`8{x(>$mF)&VFXBFCYXgTK_=%nFx(XUo z^J0<HNO@w;DJ4`%fD~PtHD* zmM9zGTzTbWfrTEWJqi|JrI z7?da!cpK^QL!)DDrxXsWfmfbc0hZBaf+eT?2wd1Vq zlK@)CH=58%H$96O;;m4zYIMN!`)yhzjZks0yL5Z@?T4^YVB*{N&<*$t4 zh_G5jV23q0+Z);aWXT+Q2d6lRA$mZW>SNL^9c}oyQ0{8Q<3xJdt($qd3g4j34oc)|Bp^=7> z+{Oo1IK`x=_C$OcNnjgQplj)b@k-|T7cLHf>xbr@sMqA+J=|$VL;BzEzdv37{OSC; zSt)j%q{jF=p8B6OdPt1%-zapFu*@`J_S>j;U6hf)wnEz{6`wzaO{QY}H35o4p(e%{ z|I1Z}t-@M%jK9XMDADtvDJI^`^R9L3gL;_tDyt-nt?s#o(3o zt-s91gz?uzKZw@Q#>4Ozk={_U*@wYfqPz9AP1hW9);Qd!{on));}6r`uC;~-@rx+G z)0u(o0zS)XJ3Xk~HBelv?F|~Yvc1>D?BNZq=i~-=ZU82`CR?v$QTVQtFUamXC6Ik5 zLHp!PFJ#@$9?no-11aJhrG&g=&{^JZy_JLks`ZVyg$Z*&n;ZJK_#M6>N|IOSquPjF%$q~mV9KV&fkBb<#4o<&eVTO8I1;#(|Gf?n#)nAal0F`?JWY}5%G zL{GCHV(SMa_Oq42N97>fSM0JT&fW1WRwuS zXbuxo*;lJ(bb;6ODcvSA9hka5_{ewY23#fMhD2hl;aI5Od5y#XAQQvepz&1*hBxw% z`8VtbQzsP_3Q_AZ4=U=DPA4n?=F%(d=?O!yf+H2?`BOp{+D+2Z8W!kM7M<6Ry@VK7 zjt!(&c0!5J_}jHn1K?h$H*^V?gL5Em)64Yt^=0W@o2xiiO<~5B!7F{`PM|)f*{cIs zK?|W+^Zh=i;6YA=m`1q{bYO0>B_H+zQ9tS%6UA-eSfhKJ-R5;L$~)U1h$jL+hiF~w zlA{0${cm^*WIjQ^sm60X7rp}Phoa`KX~R&zL9e9e2Mw&iJz_N1zz)wVn3UM2ZXo6^ z2hT+^e1r?mo&)hDqu>Fs^j`iZ52sFPe`jX=eSb|aIDY!tJ!42D8!?@E#TuCLzSu{W zY!0W}uNDOk>jG(=(;lGMC9V;q_51zzr|Ziak5C%)J`G%#=Yj z1LMEh9+!H2Tn@7y(jsEd&}NRgFEKtZT8K{ov)?qXnRHNOOc;W#ncaRY6=>UVf;1D>Di&G#_Z_&5{4*0TFYVV z2W|-wOOG_n{@$N_{e05X`7D0om4($cCO4(o)j`d1dUvdAD)3x7AsZq9L8d5fsQEiN zc;#-TDLtMAC}N>MY4HkWpJ`|vbI0`r>ZA0%AF-I=(i~?|@1r%uNv2e=t7RGZ#+2DW{FxePwkA3xcSHqNd_o-q$^pR9 zE#_duf-J0>#Nu|pYz7{MX9s@zVF>Y=YN*_2-NA#Ngi^(`j8N{8;BEW3RYas!sI&gvrc#-x)DDlEfV(XUPRhx6ar7xFrLR(Mw6XoYw$&iR7P+zpB8XACU*tO=UqL zn}ob`y*vy`!d=r`wE`2^>er5X89~P)OLGEOPhe%CQoQ|?2`bgHvHVc~j!4z>JfYR9 zf%^KV`mcC=23F&^HqUul;pkiJ$5|{`(9ElZzqW-0Mjob$U7i?1hLUi&eoR%t!;~f> zvJr2<(lui{=0!0`E|#9yUiJI?XRD*-5BwmLg=;}{yldB_L@U6#EhW>*pQCNmty zDOCHP*ICLU=mzCQ>1%@5TA&e6Ln9Ku3G!{vO{7GSK&|J-)XrB1k=xnUA4cv~K^rwM z@=K_DQr}+lbL$@#gB<##wg-5BU;dYrXE!o% zhe>K+t(`Lo&)aUWe?HiD{Y?wJTlsppJ#-74a8h&cK#lK*^6gC@7YC91X9tNqURFV3 z1!-zI(Ix;D&G6(i#Ne^6OJaqIzrTO|GxpOXTK7faI6Ir2m8cG|q~g*&nkNfW$T~}T zXXOCt%O{HXjFRwi^+m>DH62hAmuWB_s{_YEEH{@O0 z_V=|9uORQrOP&bYKA;~@Bcnmu3~ilkby{_>VNYA0`lmM}@ViktTYkt4;-MOGx8Jt{ zy6Sz~lq_ihYzm4S1U#Z}8Vr*UK+Us4&cf|&!=}6k^?P(9?AAq+mA-j`tT5i9H%ERJjbwRV9o@K+Bj=pQmrFj z0$<8>Db+wStu-nRtR9d{&OjK>(h9c>Z@w%l-2$t)Z4O;Dq>%4N@k~4aOhQbMx8h?r_Zd8bOiNBi1r{bpDmg^;5CaRcQL@XlS8E&Koox^KC)_%WglK zR&E>88h(s9A6~*`!>@V^v);8+@8f*LpZ|6rgIBsQ>Qh4kWw)3#W$>gz zpqUstzg(iJmiQS3xWBfgI;LF@2ySHzxKL<7!gAS(8=H!NX|rH|ijNYskE0S=J#PBtsyFD$F{Te>#3HpwGY6y_>=$goO zzlZb%3Ze%$_rXJJT`YG755QK`<=olNCy;56A9R}s>L8UQd28tOdl2{i`YczKBz%N@ zNA0MoAUIrlO?dXUEEKHglOvl|1B79tA*36&9D`OgCb(~?Rqs7I8s3p-1`aeE6CEF z2x@`jkE3yqD{KNj5XI;7h7?vrUuzW{7(v$KhzgS*Rl&T91^LBs|i#qcfOL)6NikH zO|hR?et*6-n;l`^zAOV7lR7vKF{py6qZNrF{HXI$R3*34o&nI$Cf?!yNe<%GsXeLm zumFt|^LM#V7(t20N>gga9zeWy;$`}KMkw2SLm`- zbdFVrH2yw+Jv3exU2DovIHYDquFMFys(qVjUsZ$3%84KJ+LSK_7+|56M*=_*CPV(s~a$q@a8E5dY02Vsl}B@(V=`REeN_TzR?;6tHct9)}VT z@2l3!u*ZDAy*_m?%QxgbjV$av`QG@>v>G@k>s2PBp#t4yS#nd$0LWkE&^sI_2j$Ba zH0C4B!9@+d@qi2?m{sL?`SFkkc;8~9G?U5*nW1HX(e#(SN2nk$RcI-NVvRC;z@+izQtKgi9`a}NwMj&X-Amj8! z46f<~8cPWLzP&ri#zhHqr-}DCQ9*=Dg9YAJ&6=>llB;m4?Cv_Tw1; z&PkWk_s9uZ(fZI}oRyI(qZUoqI$u9vsndq0o#Nwiv#*k&X+AAZvPG0W`KkA#Ncbmk zDUPA(pTGZn3Yp9o*%VJCqWAM7QE4XR*ilg)Y#QF0nMW*8( zab64pvGErfY?7dC@^uYADju1BU-L^d)Ok|2&@#hWP?lFgM+#%F#3 zmoA|`4;rUHZiPaLkI*YbR4cH(>_ReBAA5A^89_FvVv7~uvZsc`yjD;A@P7aPpPzjG zQ=fcHl2=HK#Nh1AE1KhUlHiOvV;2dfD9n0U*OnM^7^qojtoc+5L)K_6tg0GS@P0vl zD6~-)%E}TBDCHP}lLwMykKyivy1ItX=+^s@lcD@C1IkliDvr;B=(Q417A71e*q#Gj z0}J$VEPKJr=EV->XOlp2uqSqHt{hol(II=2_XwVom%i6F{TQ%?pIc&}poSVnoueF& za6w<{hD)A^7;KanQ=CYa1SNBBoN9N(Ak)ijCjTS6sQV^3)X&$W;_=c<&htpBgMIUx zm+n-{!e<`wb$4lv!L{N;cRG{yLBs8?iX%ybh;Hok!_b*j_)WMbi<9CNn5SxgZEKqg zvn2xIjbj6#p)5_I@BJLOST5vMSoRu8yA-&nADIk|sqaM`zmNl%!wN5Fpw3M_&E8z1 z+W7tWbhJ6cn@T_oW^5cE{vLG>bOOVWh&g4_VCEFgJr;Bd681M z>?xd`rCidO`V8jSJYQB^nF5TSEwZvAH_1^T;BZiPyq;t{bj z<~Tn2eg5K#JZhsZi9wzKw^wC&lHl?=GYv9%_vh1qDnyU+8Bv>MGPG0TET-nj2Hn|`ucA@%RXFT= znrQO(`5Sk_3Ly67huQZto1ecw2GUyn*MdHa!o-OOT(hbO=x*&2cDLh%QY5}oNB0Q> zqL`xsbIRhdyzo*WgTh_B1*}fY`k32A8re7;%>HJxxan4kQyBYb>{t=4 z>suVOeKILB+aPS5f~KACg3G6tpP*^>8lE=no(c4KPp_4o^K$efbh^lZWe-Cp6`J0u z_j#-HyO-!Oc>Ru@nS6W}((@gysyf0E-m-;Xyqtj2fjeopcM2@EK30oJps7u0+UeSpCL0J&x zdtux12P%FE_ws%#6G8BjE>|*gOdQ^9)#Jt2(+6WlB-$_572pd~chx6(mf)0s;kV*g z0yqf7@s+g4kPC@*2{zV`Vfe(|>9vMh5Oph6%kFyt#EW*rIe%gl?4MyRD3qB4=4_u& zockY9F=sC3k0c$i|+^TC!>NG(#2o{_Jlv(f#blA z_=H(;w+IABu!x=a9|kXmNZRlxgkgzk|K=4sHE_bh%`-Dj7B;aFozjdnK*dWF3-yjd z#W{NrkTWLQhs+!9FYJ~~g_)4tRg0k%5WL}?6peTa_1aw2y$*f`SnqOw@XCw>hI36f zZ5Ur5wdc-k$>}A-=gp78@5yI@x;F>g<<_a8Tf^0h8KihHUx|M_>1-dsZBMlH zr))SmA7tLhU3U_L zGdIY+f{P@9sB^(Nd1_IJ(=w1d?8^lvDRT*^BT?~`UFyeVs?!w0^z~ArC&#WZ|U!;0?3K#Q(x91MN@_s4~X-;h4{erCz8om7MhtrfGY0-J* z$t(5%zg*Sd=_@`QnK!0fsU1aDMlC){N2f!{JDl?2Nr?|e9}dTx-8W&~Wn zyqe20HUlo+87iSxs6`^vaR`-LQ=kK*TubX#J{YN)m8;@B2+61+kI2*CkH_0#zj3=q zO$>hJuHNEoI0o);zIsz~7iI6@m?FcKTp-g@$DMOf81grUZ`*RJ0V(x3zLYecng#HP$0o|H6|d z=kG;AiF;%XM!(X&w#$0pilLtn5X1;|VeA97mJzFL139$*n{bL8U{S@y@4Zm_(Z5(c z9i7gR9w@2gl8>fC#U72D3C^PD{c8|cGV3PBei-~9DG`xQi_X7O52%|h;veb2;9Gyd z_OJjo-~Y^)f~R@;-bD=FrJNqA_iPxvR0B36Q?wYoIJSdA4kyyk@AtMIUoCo(ho&9h zeS6AQFoVXM_g#8w^8>~nP&1MCmtMlG2mQqH^VwrtFExpZH}NIazwOI=4j{X~U?U-N z3(zy4Qc+=9-4)OLYXjkoxve0q>SSdV=~4g!1^TYKF9t!mk2|sTqcX%;TRb)Faxi=! zD51+Ak^t;#gFTOY4~JGKPC5}ql%viYU$b`0sR1^)Y~Q5c#2_6nuilPa2!IcyeXk!! zLP3p<4|!+FCJ>3SRqiLBK?n>j$Gk=8WYX6{C$`n(WZva;6-R$cfc$;-O|o5T=yv$Y z&p++iOn;KxjMNsc7pR}E&Fez<(@&hYXptA`)M^m?u=DG_c&il2riv&%oD>9A3q&ZNJ3Ii_ z)J*$uX2T$L0OPZJ1*HJ1MlaL#2Usa5&#c6#ziv7-2k73JfC}h z`3|}~2TH#rOd*{Nc<-lO*x)w9rU^kl7ZC7N&MLNF14PZ?X0yk4<0BVP;Jo%s2u9r= zT;6|888{v*<>>Gl1bXye?WsTo!owwW)Lt?eF7}hPU5ZWuUE>{nJ`xe|!aKqm8pl_F zha~NcvU(Mm^2PJth>JoDaxC>UCsFc2K5awo6$Wy8l}lewZGdny({}ceDa0XbLZe%+7Pi1tq-{-YnS5WZiFI#*4Bx26`ik{k{ACbd4_3n!fbUmSMlv4CgA1eA zt1o^Z1nb2VWw{jPNGOw%$ARErC>oh2ahNF)2%6?!EG`U(hZR>$X0Dcl_a@f{aVj=+g2ZS9IN(==R6Sd^;mcE1Mj)cQ;52ukjrT{s1+(&R-y^>uX zAG7c9=lJ;5)3oa}ueK8-94l;pe%s{`K$`RFXvNk67nUo%Sl8k%{w!1*-gRKH!7KNV zx_yx61(Mmh))Q@wV70@*zrHpUDdw22uxbm0 zKht?6o2LX+TUjXSG+jep4i3C^Z1;s12x-6Z#NPx4i#Hl3S(m|B@{|0xPkRyj%-Z<= z{7|TQ|2D4RqeFX^&-b6Ov%}a?=i^B(Ad}xXz&`4PM7#7Y(4*`q^ad3VacBEblg-|z zb`yk=2Pbpr#uR|Kl8qwu+8{W0l<`x#ZaE^?H!1p|Fc@mlJKf-;N(4qJE7Fz<5sA9c% ze`UX!X7hPo^f-`~@3O&pK7h_oC$(14ay$r~e&pH=H^2=;)4X5SifW6h(fONC%^z1_ z3_z!|MTm{K-}r`3f9bnltzZ8RI(^`>8ts=mnDwwhbxsew?>q6X|M-b_!_Uc@X<7jN z{t!tb@13i!(dAcj&_4UzkHPCo6`oX*kHO2+e_Q$hYYjU8k=7EYfQuNs<%fnfy^elI zr#t#>6+F1i4(G^EoIjV%1L!6wyl&pZg6XZ%W^ZS|?;7tuA8y^sSrUda?NSW1_td}$ zUkziu%m^T5zf9!9Sc9B#)fTxO777hEJXV9&(?G&#WAB1`G~_(Tt~u>l2c}86ah6?Q zgXuX}S@`@RLNIfbTU#&)^64<%#9faD-+_B|P81gO^UFSE6N|b}!r$xecnbs6WT7#= z?Zg5~ap^Q)YvRC6nUMXLj5l`S8_T)B!O_MKFL$#?jcv<<2QdD@yP`pm!L<1yP`wnH zNH=F?=njTQxnE8fD<^{Xb>4jC>)}uYpF2f=s}$^8)7Bqlr~_+m%OR)b;}Ek}DPNq` z0EoX7hHSQ?^d-~m^+KX;a6)Q{D#~^i$^VACNbZ>mE8nF4piIH+i~8B0zj`Vi6A;_) z&H_)L{w#6Tk`sI|$!V`fg>G}JbZ`^>ynDXAu+Utp{YnrXA+_`|(N_eSo)_h(iH1NH zK0)f$SLMk37vkcH+F-ar6wMc@p9nq*KYdkW9Ra@xi`Hb?RP3?`IAV)Qj~@wy;jP7C zoa3Qjv+nJ2_?{x>GnR~N`>gsN0cx_Vse{KPOoNU+vPhsv5M+f%}P)w~;Oh@_FNRRR6h+ z`sjFvf&hbw;Qkw1fIssT1^xOg;$=?Nk7PZ7%{N{AXeTlI-hS0@Khq`@Z)_)5ARc(_+w_IQ>|PxFM*m#F|lOngKJBs&|Lh z+L0Na^fiv08*tmLzu+lL8kn%%5@3mnhH+Zi+0puqz_+ivmWaC+NbuLY)6CvO81Xg* zqsgzrBTOG`5934u0j5dqIl&*mQ=#<&fzT3Clym4*d2cF=-s+*vO2@3z|HS{Rr%4*G zv}X@9ye-=LE+Cx)I4`oE{dj2$bl*OgNkq6?K9xgq$=37*;lZ31^MV=$;KWD3VSjEA zJbX}nDP^)0X`xN>K;(lVfivo?I#vR>JN)(<)1!^ThfX$r}F_RX;SVFL83x>%~}xOaQ? zPuG`!I)6$8y%`3BENFdMsU#7%Ao&BW-*(FPw>d_`y#I0^V-z3$itzLhI{#Q|SR>Bn zb#!@;Q$4;BoR37)4~FrN=Z)8*^XIgWN4;MOM5nWem3J>>VWH`JC%A=+@G<_J4{EYj zD`zlxlbb-0#39tpBmeCWV-L(8$U2|YD~K-dP(L;$7TFv+|NIrb=o7RUyry3MiuV<7 zq4O{3dtYxoj=}4fs#c!pgu&bJh@wqGX=nWyFxVci#b28)f;6EE5JLFmrD@m8Ru1sNV!1=r@(U>Rjed9`w-{M?O>Z}S-yW*04fuZIxdIx# z5mppLxU*b|4(b%<-@-9jP;KtmJlefM4PVSHoG|!AN=H6RoFH zz`@%^k$JKUX`=g*v4*;D((f*HZ1gZS;QsM202Y6)6h9|SJxV{r$opC*-6srhv zw2HxWi0yqQsGZ8wfe0Obc zN9eLNnGK$MfU_J_%XZR84_&hNo|~l}P)5g}aDsZSpf@iz?@3LbU^Y-aB-yoFD+4yEUqXci96P zGYF5@U3dg=gI|1q@AU!9jR_4v;cVow65(V^vLk%-$TZ|jg$MAKzP!EkcnZ8bEx$G@ z^$`hUSqi^_lMeUsn@OhK+xvX{PuD-ct8e~v{^$(-%1)s6L;e(BhQ0~Lk8g)6f6^Ke z7r8abF#eD^x_!?N7~`SGK_R6^V*CPXAI1Os_XdQx=_}Zy(|??LblH&19Zj=YEt`|% zb)fU>@R1+x5^_MNhv5)}TT)D-(_aqi+?hF!S-`j5zB zqszOROM2ev6=wY`zbvXOFbRXVsdDm?r#=R+ZA+=bjaoPK``z49le$kac*`%d(WyMd zrlw_dNct2aBKZx>=AbwvlF@d;g^%+aG<3YbG zSZoRC-?%2qz78qP4%(N$7N(oFzG zxR0ExdCd;|v^OR_P7p$6?kfq@#vI_|b(!7+s{?9v`fOYoXqHA{UfQD2u zgZSkla2RNNdp~a&3E!&xB*>WqXUCySX@wKIAAa`lub!Gj-?0;JECOj#QF$y8YCvqM zI)2LWL!~rrJWcVVK?K*v>q%`BHjHc;q|dLX0#~<70xT;CApEAX5%-WCOcqLOU6(`c zE9ta5pFREz;ZA-WWZCS1T3@Wr;baW}HCbVu*W5i|xji;dwc~DkI6FGyn?Z>qtlVBV zpq|-n4}YSNe{#(*9iDz7eRkFx6DR6deEm$nDsM!yuYVPE(mgEEFQx(^ax8+Tsa2K6 z@)Dn~!Vcv20+ra7Ck`b2_KoSQA~ldB%aHtviwlda^04gVXh5@$S1&_CKWKY(g7&E6 z3q&vnORvS(0UGI1-xqk`4}vtv3Rz7&;7DN>%Sr!7;L_^}tgN~ZK;em}r`2XQ;xlmi zhP@5S-Z$rTX}RSA^cqVJh1F`+=MWwJg>dp;S86KuO^Bx3ET5KqBm>rhiy*1n&*g;YK|tJBPSf(Oqw@QV*{QD8fnDEgaWuBl6|@Af zKwB(TIGYVv(A{mQ82bWl_4VmCTRcN3c&lUxWgOtbz+7-lmmfIKFJjz^;{h)mwKzs} zG6}@`-B(MJ{{SG-o4KwRSxDfqF`qSlN2nbpml$~11F*BcCB4r$1?Jq$(^GB2`|nTJmw!5c<#k_;K7GO5R~-_2i*t0fs`BUjGjxwKtb}wQTJFV5 zLOexK8z=#%L3B07DiJuv8iO)DUZgU+uqxa@fIJ^`8**8@M! z>tpb;7U%k0$a6%ezq{hmN1BMidn7TNk%1V4_o56n>s?W2bbd;fi|-NAc{HA%?e_DT z#1&|?HTD&J#KB<+(EN_nvu4QD(Jz9M^Crfo%0s*SB|qQ$t7q(l>XRH*O;o)6geyX1 z_JG{|`rs{ME!4#Vi*-Zcen3EfO{ir7d~jZ?Fi#)cbNlP2X)SsH4JatgbJ@M# z79_=5Sq9(JfG2cm!0-WIV6V{`XnCp*n7ALJ*f$x61gV#?6ys~cmRp8{N5u?xwSV-S zPF#+~3Lw8+ulVfdCUV%8#5(cC0w7GZT)h{(cYL{{H~FHZG@;-e&-v%R4xs7P1g;8$ z7F4lrlcsC*2cFhnn;x(t|Gg$N?l>oY z1-9hd#z$^%AkB$2oHZq=IN9qJ z=M)H}s0WX4p0}59Pei_4NS{qo)Pl_fXQc~q|9<{9L|9Z3Q1_ry4xLcWQ!79ebDnPx znvH_zs=d6b{H=TDk1n&fG-vfBEORhPUZ8UTUP-Z40Y>@|i?H~kZP0DheHLNI@NYf` zO80-%9;@<4mdbdVUVl=D>*M4@XDzJ$cKO^nKa;B~W@lTW^vl%2$Hqf@pPz*dPh+3H zqY2;p6hEpmw+F@gT1AOGTJUuUA^F)xKR{3OfMrgr9{jlO&The+ghY#sF&U%wJw>uM zPDdOu`5))+Pt!j;`|nTVPfOIS=-k#6S}rW#Ih}}~#OzPr>-?()+URk*#;8AzUc1YRtj9=zNk$shdI8r@Dm+qKKxu+Fq;8Q_U@hBIGWMRq z0D=c;zK2rwt}i1tr>^LBYQR#a7_P2YwxEZ2oA1dnO?ajC-Zh)gC_g;@9Zk}NI*^d@ zs5|3UJi@YZliqtt6GpC!7(3w@?ZWpH=YRTawKZdm7F+>yiQYP=NjH(Sdy@|&d=|ko zyV)aGXovT#PnxmjY)kHGLVpD+gSkug;FcDC|2cjwxR0m&&Eal8ARbCE6B%3&q_jRh z&nQYlc;6O^I?`yv7wi%wZMJ{^e9PZL@*go!fZtt_}I8QqITe1Ojo7$~R^xdq=(e=GzIBy;H8< z_AG!-8_Lq1Gjd7$`}rHqt0OwDg9|@c1U6mMr3ECft-i02FM_3^`Lbs=d)JpjFXOel zQ1{#Qe~6DIr*Hx9Qwo!~rd470J=7KF9zNiJugr}zHqAieMynfhHOimJ+g|aiTpM;2 zkm7GyS^n+vxl^B9t?1b7e!l>M=JDQ#=I(v`rB|Nc2*K8bDt=LCs$SWF8{)?CTf>_0 zfJtQWZ8<;CM)aBjo3S389J>_celrnqA?50O6srZ@jfung{QrJ?ZYO_#n!fzg`J>Fs zO*(TNv%mGE!WA-F9*n-->%9CtNQ|15WB> z;w3ep>yuh$>zQKJL+AfL*N5SPBQX@WR~Hu!5WE}HvLOJy>W6Cwss}5hLYyXfpLOhc z{x0sj6`1cY2@kKuV)GH{0DjV|sT?_6P+7l-Uh9B18s|?0Ihog^`d*2{mj#LP38FH) z(tqar`K(tU+n}z_haNg-Xq3V{cJTQ#*Z-d9T?L=^{uj8gcfj7`v<4vv2v|M&PifhGE+tt1*eI7(-t;FHe zc-E`zC2&`Ipj<=6B^DfLabf88;i-M#;<(!q zz?W^vWIU1!MqfNWP5WMJ7ydYY@8gnp#NkJ^p^#&vyW8Iko43pATs{;BJ@qVen04lV zSHjnIW;~r}@!-7=3=mg~1o&G7mQfuZsFXfwVRJ=w@A7qhUAW-p*fB^&^JK|iSsPfq zIl#zb&IMK3XErbB@8<7mY(Qa-v;?dXoTJ7%vAh3h5-`};*DGfN`JR|q;k(HnRgFTSgPO`Htu2wp_N^i!_`rO#vHV*I=Phx5(y zg^vj?l#c4{O!OcCjaknjZ~b7UP_i#`e&ychXKz9t4c1smxF+dF|Cmn)U{R`Xib-?B zOj?dvje*_sb7A7y#|+D;^Zxr&Em$w_o}csXZ#=tGmk&F2Mep9bz4!6=PuD-ct8e~v z{*;YWT(6X2)}LxTvYnT%PgefB^1U-(H~n>YO;JpIz@{hF?&F8K{&HTJ5#SP8lf;}i z-&tNl+8~27Vw_e}C`ax6d}hL)Im(V8*rT(EX^QvYqE1G3DW2 zZ+&}Yi3eT(zv{)L&zooCjh5p>5}gaeG)E4Aw%GaY>t>^su^*%sHLiZ%^L*ysT(Q`j zBn<;9x1_vmjKGV&lAvJ)KIjrb>eeN_+uzY2dPs}K@C59Mcr4-FsJv@FOSHEx7H`3Y zY28j^mZ5}T;t*5wXN@nFhQu8yUpkxjjL(}i&;9O#BxKO}%vI#7116bEgYO&i!4Q&* z0+N=y@ey-1xXXoz!{B92kq}ha#sA)KSXi4kRHcP1@}cqA)cnoLz3a=Xr8A$6pWwpJ z2bb%EPY{A|XOBlThC`LS3ua7LaXa_SpK}eiH1bpu&Jk`638LcN_k3fYHE-mCra3`< z=OlN}x4h=HCJeLU&<~&ei|>Wq^Q~aW67w690;t<*({r2;vu?Yy9sY_o9Ns4AW5$7- z8wG6h!g!$Gsot&d(@P>7) zyGcrTEoVIQ#A60N}{`h1s3Ex?qY+@VL28SL8s;JO&LE;{{ zTT-E#yYP3mS}5)dM}4m)+J3o!iodo$BkD%#);lb#8BeIOr%hxWYm?ZJJ#67k|IOczH@1_% ze>&YYGKHPGxCGd@9f%grt|F&x-vkBW3|0nxi~nIlz4!JH)V+`M)?OImbG!F2Rh$H4 z`*5!~qT&_0)ERb%pw>SQHZB{F-KqtN>_f(u6Za9K;@1tXD_C%~ov_j4_U?FSR%buH zil*BDb5B-^e<(kmYeSVd;j@+k0?E65g2ibd8$)f19)i%5E*!% zfTy_>YK(+jK}uPGsY_22Am`)}Wg1RH&L2o0`||Dw5QtjjydQ?WOF#T>|E@--8yx2T z3f7{}Ga)wLep~*JTMmZ5IwlM|4erY6FrNf!LC!~OvyQ>$tieNNM!V%daPma@=K<8c zLtpUaOuhbo`S+kvk}76j1;*!WQ&t~tBZRZ_10%H~m0hn$;u)6r?r#%XzhisPN(jDe zp_YAcKpALq3Zy$U9)sPas$$gSP9Rib9-Cjf9z3_{)-oGQMC2U&obFnq;$dgBdcN)@ z{@eS{Rp!b;{<;o1&C%NWT?KVsD5Tc4=0(Y#?K2+*KJTZohhVoWdvphj zD41-Y7h2MFf51D#spq1%nmK=6yAIlas)NN&90_G}~>v=4o%Bm02uZ|ASd zBjZb4;aBk9?~Ime{RZ;s>DMnoeuI_H^hu31Y|8vHX zwZX5nWB;*z_FDVm0B45~+J32Gpw8G#$Jk#R2$^gB56t=R`V4c8*<+aVOFQLjC(T!x zQvO{Dv)=d9-udtOF!t2He*bIwuz-R|{CCWG_Sn?(^Ts?Fyz;6+9cMX<(encRy-y6@ zRaj398>bh(VTyU0CCUR(YxROfj?nHC@r#;VSg*l4jLO9|u)}OUFxbedMA=7s2Ll+XGh~klsprh>GV=>Edzmm@1%9O?gMhAqn$yPkGX*@1Ac3 z9p%$0m$6}K*ntB+DSy8`a63$nCRJ$}oZ+?<_%6AIY}7EzCq4gC=}lldKzaYop5=@C zDU;GY84)PR9ffllb>BqzwMu>xHc6Nhii%C??gZX#+$blqtpnjpU6xzl;t&hxJWg9G zEGVPR)baK-*5BTL>YT${71CJn>*eb)Ha-Wy<+!ms3>rg~{Woh)&Ch+%T9*{MgsbGI20!x@rIjfmjfQUtXV$r5XV3mjyS0R#$$SejCkc@r>!g!AK z;;PeouJ2b83yu2Yag)D-#`Q9@FR>fQ(TLPp8>zucvUh7~WRZLSUT8J6x_HQ37#=XP zxJB%L5+ILMgew}3L2SRwK(;%(?bVV8SCtMYVnYWR`s9dN+`qm5{&ao$r}Os+Dy;9b zTtmx6Z!Ft=Rl(1dzmn^}N^c*pdArSs*{`aer!L&WB8j#S9JD_!=Bd@A>*G>e^&6?c ztRMYVxj%nrmp=YDnFO=H=6CIZ{MEc!w*L}OIbX*@vmzOTSK{`)EMN6DG~Nt6O61ux z#=rG1Ts!TJpJ@O7=l6RR*VGNMV27HA|LNQVXk33))7Z(FQpW={(BjVbTluprzs&zv z<^2D@|EmQ)oF@Qs>e!IpPVmIVBFbO3XBpqZJ-VTTQ0iLvnL%I1U*`YacCL>u>17Yx z1O^OgCj0Dm+k-pHuaka}4O>z2(OwAR9{&B`!#nHyU3#zbKk}aEyVMtI_?%f78_VvW zFaKKJhb*N|Y=JQr`nxLyzxKbx%_iWhOwmC-<}|@mGo1h9^7Xs@w@Gqe=YYr$5WCE{ zsNqcZOT08KDGO7vJx`|H!HQ>q;LsG{|RqG`m9eOS~!9r+>g+ z8t8WKas&5;KX3f~Z___}onQX9@rR}3e!On{ujB3Ql>e^N&rcthrAFItJJbKq^iF%| zKc@v|u3Wfx^RN9c|EeET{z*^2q>Mts9e6S6|7X1a`LDNAq+ar)?t^(Ta?d$giT;=4 zT}25o7|LdV3$Bl6BO`wQe%@apr{3n2%8SK@hDwnRhfRMyA1#pfI-lA^#V6r7CSm`O z>6iTcs{a4!^u3PPmnoTSo$@sB#Bm~>yFRS{c>eBY>D^Cyg$=R8@ELgXf8BqY+a=XP zom6lrgj%?4l#7JWufNQ z`v3lVi~v6_mk<%{4*mKoDcPxi|8siaSos@`@tt`8y1Y!&GlzW}F!z`L3+c}Mzrz2Y zr+@Ac;GRB44%-PI`j__p`uo!wZ{ISjArnj?(S$cL4*lcD|9{>x|99SWs%VT8h#`aO z3hbpJD!-mjJ>_K9T>2Pc)-}cl_2>WR+n?iYc;R#_KCB@R5I@@XYk!_%^=Yd5`wUR< zX>RF82gg5NKBB_nP3y}^p~w%}9m@_F|M~X+T`7G2RA{bv zjS|`<2{kf`bN{kGQXFKBLm?Bin;VMO&id!`*G=3-p?8!6wk7V@bxqlQzH4XuT^G$i z;oV9KvGF&LmbU)d|G4x0|J$_L%3Sd4o8-_qjKKA>%dfu&yp_fZToRbzP#Qm564Bvb z_V@p7esk-TzW#%$#{1qB4&S&)(*l%tU31 z5M`!8=2Vmnsbo$_Nyf~TkOol*B}6i2N=l~xx$oti4oBVl_Ws`A{rBsBy3W~qefNIW zUf;F%T6>@8IcJk5M|rLe^IyjQ=`YLkp?|;3)p*+{vW#@u^;hrjZV@x5qU zee98c{`g+f>d#5!kU$Aei@KL48-K{31*JZ9cry#sqiPqb)c>(R{`;Q)pJ}<*SNg6B zLI90N%E{JM{P;Y|xjAI6;u04m%VlKXF_rkCJ^nLV{`=7krO%i`r{iu(zSO_buym9TYGFwofZuk}0{ws7d>0N1*=|YA2G5$QwEM~bdh3xzbxXEv zA}eH7BY#|e@Yl-+W*cX9cX%;FRhzG7W0AjJJ{KO)o|!a439kjeRpB2J{m0E8Tyy^K z)CtsozL-ve`n~tg_+9#D>c8Che)V|ytB>#0xSeF#-175{zvJP!uzxo`|8@KY!Z_sk z>~ekodV5^j{;vCNf!`MRZGqnw_-%pT7Wi#}U*7_MH(&a1<9~eyevk0C1%6xLw*`J% z;I{?-_bu?>j_-f>djCBOo#uTGUOZ!mE=Fsq$Krqde8GQDv;P}c+O!=%6bi7y21jM% zFOmPe^YYR=57&nTvq7y9S+g@NTEENpWt_Wu?^gJ$B}T3)o(S90<#ZW9`Zi=A(g%X-A(={q~eT$=Bw5_wfqm762qIG$e47b9%STN2d7`AcqEYnAIYdh^+^otX8oTAM@Q6k)>lqi5t6_0*xf&K1n`kU0nomp> zno)EWEf%MkYAjaK)y#{$s_EhDq8^3u8kInKAz}RHt z2D4!}#|;oc(}{z6+)c#LO>nN5xEn3I4z?rwr6$<^@Ryoky9Mqh^eFFGMS^k?+!E$R zUs*-E=rXHF7d=P$Z+Z@H{3@RF12DGd;0Ax=Ik*AK7)AAoNqWq2H~E3*;BK_+I@q4` zmzrRE&R=SR?K!xc{NXvPNKl@GTe9Rit4J3;XBFw9=V*#5Sz9{lxZ2p-yV@T*@WV9+ zH+~h*`2iT)b8v&d@f_TMWsG8b4(=vD@EqKYmR$$ibN*5jY|r^iO|U%&cauLnXB7#` zb8t(RJZBZ@qUYe2(l2_BjiZgVyX)aY=Jxv+y+&Xu@~ntdE3xRL1v^T82Z-%0D}hXy z=(JL}6&+@9M5dK+Av7FkR9e|!S^wDH@k2PaXZ#S3?G-EGG$@b2QH%11m9_MX(FccQ z(F;~eXcj%d$>Ur0c~@m08;9P?VKcu92%B|m&_)d7*aChueK^?0hHgefaWah!Ue+%* z%io1!GyGjBHoMqR3KX-;YEZ0V*U&67x~z7QP3&5#MJC-)F~DYV7Nd6wD`xSxD2^qz zv020k!RGK=2rY)eZ>#yxq~PH1TOfuIoa}uIUDhWyci#bGGxr@JHgDeo$x*C*Tc%jF zy7PY9MVq5{)+=m|!LZ@BI1T`|y)gi4jI}Y9Jm0f528J;oPD^8e%lgB%^QtgxE3XQ} zwlM~_VbP-hIx+Hajt)b+=L&bTXHoNwjt4|rIWYC6N^7AiC(T(Sn?atDkpEa5ZKoI2Jy|w+c&isTj5v=zQJKm zd2rhF8|1Pcv8}o~4%@D)S@F<>He44GR184t0R= z2ku9wcZ)Fe8iT!J|JnO;3@(-yF)L2*7V9w#tjg3P5_6989j@ z5s5jyTdF{_wpf9Edbd=G#oS^gMiaG_W6j_*RTy#p8Y8}Gm+ z{;qf6YVZT^z|~~gHL$(oFEqgRj=#_V+dFVI_`^GJ)}y=wSN)QA;FK+T2QC@iqIZ0| zQ~$#=HZ8@86;Wk55}iU|N0e1z*dDPQ#(;?=%SD*&HjXH=9E>?s!5Kl8!X6382uLbgT4B<&}DsMGx;4LHjCc@Vl((H@Q=MZRvE?Iw`Hnjrz?N3 zK()x&x45M}{-68)KTzoWd&O+TU{=}V;{agugaLfB$H!DI+moZ(eiNNBFpSx8&NmEj zS%294tO~!Np{E3CVOU|CuXv1h>wF}7uw#FUsd zZK;audz<|w5XMwEZMp$$a}^M_H5Wnuy3@&F%Njg9J0gdzs27ia-Qe`c zO-^_kv<`x(8WmZ!Kkt}Qk+uKxjRu~B7)szEiTa~~7aZ*%jd~Ljt%tfpYK>N^2&w|2 zDo)FD1fyPl|M%Mhzb)|F0>3Tr+XBBW@Y@2vE%4g{zb)|F0>3Tr+XBBW@Y@2vE%1-B z!1Rj&f_2Z?;PeL(kDJ#y!6^M>`o;(rXmyaI*o}bqD;L zw|JfNfnaORyp-{i0??nWvFS~=4-!&Zt#qka1x~K5++%l9AK)_)$t$dD1_$t|Zi`+i zMgCF7`Ztv6HoWCfwBQJBpk{kZLfhi=&qT6+c10ws&q#E#ftL+l=DbD9@qq&v8=MjT z$j<`LkzMtZKSc_@+}$sGxt0H}@~qJGnQ z4589md#=|=1wQ|3cgtp-KHzdy73eaJ(KTotH=tTe5Es+jNV87V9*3eg{HWcVye;Y+H69I_ys0dAAHO zjHz@eHl0Qq&8Y*g-B*O3w%1Lrl-Pii5koH84*Jk7<=&Tc`;#Eo?m87o<}G0A#o}mc z<%CS^v*kOyP8G79zdJL2#t^WmM&uPMzXD%O+-T24RsXbqJZJ9?UE|9J?RVQAXi(w= zsfV?kW{g?jwe_@Jo&_W=*e$G$SJAD{vpq{r$I zr#qmAx~s~E&mR#mEBPShq5zGlb7t}dEy2cShZ{uO_2Gsq86b9dAka+Z7!-)f2b7xE zm|2eVU>`>%UAepB$ zHyBNcyEWy-0-qk^0%XBtK#OymmYzB-d?lrMq;qTwp!r&Vk(ZbN3T@yWSf9ZRaxG~y z-_I2Rxoh)bML~f`S)iI}0D%IW*?4x1P^<-*lpj#`F4ltwIVRxw&4J)}E=(Nly#rYJ zg0IiE`XfiRkp7KAYOqy#y?leM5dhn)L!?xizy?ol6{Wo5pXSfb{*}Q=ZAM74Fjh~( z&I)1*%()8H{$geDYMC03O#3U+KS_MCuhk z-D7gd1TU0()SuMZAbh8X9rq|ILW>JM_*Q3~fT^-vb(j7gsC`F!G>sq$n5~T@3U;^z z5?}A(*qkhnocM6MC68DE%DbO?e^yHunC86EDxfR}75%P8y0&M2dVJfO8E6#R*r2KS z6th!4Cz!iZX%%;s1=iyk_0-(wxZVO zYea{<9ZHHoiN@U8tpY!6wXres&_fCV{MowJ5t%oj0 zRAq@iTF6J^_YCYfswbd=mY+3vQ#X>(h?Xx8*?QSm*M?1Ce*g9KP{-4ZQH=gGR8>tO zU3BRFwi<|7_%`67%Mxdfls@UYgYJL(z^g+|>2hc};lnIwJiZHE=62^9yvBpk_pt?6 z0Y#oNTJ9oeFSc8?3Ef|9Vk_abj~vjE7i`u&&I`AS4d?)nCb#A$QGl zb5?0v;Q#!!$lxU-xWD+ig@$z~NU|~9x|`w-m~YSwqfhWdLL+44Q@*G}rjBRsWyg1e z($qd~1DO^e_3ks%p0<04Rc2=Qj&v4Smb7O^;~pD$YvghvothnfQQp=*&`t>$#1HM& zR-=W{1(tU?w`~UA$&&0MKGT3`Zec7)YaQ?zOY5mO$Ok*02dO`5K7yo%u{B)KlZO{9 z)IaG=?*YP^!yhTr^dVvU=1U?efxtWdQkbSq84xd+PChAi8krs6+jvh{1*SOCHw4(| z0X<1#*Wil{z`Ier{+dM2Pp`KU+4w|Px!K{)+ECv>N-hvNFWC0_2@9N)Vtg`?NCw<^ z&#sjX-Uv4|mekrOiGZ()oZN3o*TD4Qn4KyD)L>`s!}OrGVsOIKrRCb&AmsCn;@6br z3Q&nVks_$Z5@a>SWtcwJhhGsHGVaVEKo`PxN|)>oaLG>|FTU)DgoRO?e)y^aPn!6R z4ig&yhE(x)FIk$wWjjae{?|XB52$K7??t@X;CQ`QZ_PLd7?nz_>x*K6{8OfqY3gLa z&bU!Dw1gg}ws;pSd=Ukkh@VGGG0cKfT$wLjGKoOJ>4iP4LPel0fxz#OQUEe(!oP5Z zN)grvkvye4VFfm1jh(g;Fn~E*VjZ^#27^u9>{RQx@B>@QFa(jRKUe8 zP7SsiTyaJOQTeJ?A+OCd5g^x6=CfwQ8tCO!=Tt994Ib`3IQ49Q8DKs2^?thOX#}6y zK}@h(9$MWDyVX}{0XkxD=T}PWz$@OCC(k}U0rnknc{|Qi2`;7D$|b zrJ{a;6xhY@aoYzr!pla-Gio-80Ik|M9_n#CXu0vtF@rJG`tkZYa}8>}eajkS^tB-X z(R%!#LEaOUuck2N_-I>#G4U5w11|dTVK4vH`JO;9>q2_MBc}iqh2OsxWbcC@hipmO zf>hx7`pcI(bbsdq%j3(B%D;L(z_jD}*z_D1I=*f7uoL#kXGfQ5uVhBk9AZS5>7RQ% zlZeAdm-V&nc+AQ%`G8~G+b6uuifH+!q1XE6{s!ps0Lkg0+U!Df{3Lg2;p;u5ik1s= z^ym4MzC_EH^OH0sOmsXOqo09dfz_NiCOMOERKUF4gLJeER)^=Cq@`7rnn=X-! zcfdr7?C#6u{>ZuOwaA)>s&Gu2)lj;`3V3C|&8d8=14H+U<~`gU0A#z=IzVYP*fp`v zh&Cu5aZYP=xT&H7kH=CWoTLV;>bYF+zglKYxFo8hR0J?edfI=;6Dux$WKjjDT3`!P7H3lOUpb{Web1*%kJ0 z65|MQo1}s!!Dsn-AMt=^&$tA}bnk$Q+*#r)^L_}+r*fj#Kozd*rmqltX9@Zk{1ov| z=)fmuw^q$$`vW!mT^kt5s(}K(*3jeZE6AB=7V?%U%23soL6nDixUf#{1ypJA6 zjh{PX#lr-4*&3CyZ=M7Wcw5V=BUb9?BvdXr9Jv8LpQ^1}^NbAyG@fn?AG-rQ+h$}s z`~8uu?gfRi8C57zIE82HxgR_u?&?4ObQc^OkUJTR=MP+cIJzU;pMXm3mgoD!UBEHP`CN9HEC?UIz|!=Q0ALnR2S5 znUi43>eC~4o4@b>q!RB5Sq`hh2ZbQCNtHTKhTE)$oiP9~9W}n#XFA^U#5AjCnhul|P^^)3;_8t_0;xkvgX`qmj+) zb?*B{D8mgEu3Kt|etvv+-?680kd;8$(ulNT@nG2ZDsx9f04ksmsuZoK@)__D#(=UgD6OfMAuKW83<)F=ef8DT@ zpZ~ti7kN6BO~!HX$$od+YfNhJFmsnGvpxeHTVI)a(U%EWWu4A#Q2hiM1W+%YVAR>P!*f$M59!e-VHv6Uuj6K2wEj9_LjJKd=H?8oLs9 z^5{a=#w`Qd%>f|%*#4acE!Ch=gNZ1-As*Rn=B`O%tO75;^*Bt(^YiQT^7Z&vi$DL@ z#y6k%wY&cjJvy%TTL_JrzL;1s@0Qjv|87xlg-2mbuF0on?4?oZQ$k6RqqQ9efY79sA@>n|$oxF(T6x$h zU|=&Fsykl;ggD!FT?kG>oL zN4M*(&~M2ufA!UmW8L0YcZ#4XPuHtH`an2zDOy|T3=jSR*vsS`S5T;HeMLJ8nkV?^fYRxHBgs+6Z#HM7xr9upSm$V0BkH3_hX{00SV_y z=yp3MApL=o>{}yM;4!;L3HdQUzur1-1v@|M6vLvERRX)#2SL@3M`(5^FhdW!+eAGx z9KexXxtk*C6Ik!P$1_Q8<@jJ>N{fUbEp&d^Bw5?`=1Ra8}Zubc4LS^r)xkiZkd{8lU>Pk~Bco^y$a!BziA{CT!JhxH> zPE!Qg>f#&zG=D)Z12lVO3SsMWhoG9*C!prD2}k`3dN{Fz&75P15$um?7zYXyfLA?r z=n~h$ihO7LS*uPH@Zp$gj`C>K7@vH~roAv@0}>p(gB z-BI~G2c&UE1SKjkM?n2=heY0}$Kj#sBTBa{1AIN*iPQ3R5Mqf&9FA%sN zbH4P()3CYfAV%NpFp}59cKT@jsiB$Vv-dUV{`ZB^%agCuK+FHs6LY=gdQT#~=?R;u zU<&ta6rGs>*uQ?fCgmI>6xfUZvHc)D;D5Z6@KPiPJexPj6gC4uxghCq&ss6)%&$R| zKdT8C?U^+-7V5z`A|4krpN$|wXUD?ZO(A1re2grYCm?vfwvFhJ1>951!1*vE0wiMM(8g91D*q@lYToGyC%tVjLjiuJWpXXo5oo(x#G?feNJX{%-9 zT`DP@CFr?(w% zp@e~ZNWSh7<_BNzbj3u>qR!8V6!sJvZ3I@b1$?|x9I)@sqXe}q1cdnrzxTf-3Lks1 zFtHD500MtKL%X?WV2*&+>?{5)giq}(9+RUf)S%C=e-!2cMugq(+i+RH=6jttuIyN8 ze;(t_C#$KAVXb6Sp~FjSFzV2)Q+=fyycqU5VVByBJg(kkKpIC4dk$Rnn|-D_)Hz3Dx4a4DWM4{ zZXVN1jx0fPwp=|$lDG%7OP=k~#8z)1Ws=SuxH$Ou0l4>y4fX6Z9N zl?OmO+Y@~*ogQE~AJNghs|5k!!WyNovf*S^(_C`F;UD@#^H&No(|}@_yw^MXu3->- z&Ov;Vk)8_92EV4-|Ct}S-v2_l(GYe1TVqtSNsu1AXMZQ&Wyb;WI_u+yP`8If@Rdp} z6pKQaH5z{V6f}Y2I^Fqgz4hSEw4n8w$Jt2N*N1n4;!I)Rg$~1sLJ#1ui_*7K!vYpn z#!DSFSvfv`znLm2E@Rlk#5&se)Ov;gj}pqClA_9hITg1zyk`9S{$7}(xvwva3XWwK zX1%<|2RdZD*57%|0Pk3I2K(W@xx-#y& zz~u-kaq``D;IP@63iH8CgtS54|Kd@?9_3w#PLCzxGsMAR? zV);HR1H&Ctff?LE2}IP(VV-N}gbH7I1Oe)mGvo3A|fu zu7GDP20kzyShz+d3Gp{)Z+)9=2$Bw7W8B-_2#A@Pudx>vA+P9#MA!4|fz5BMF2x@U z06Q8sU!~Y&3e~+i8ENXytQeo9trJp8YydatD!r%PydPNF-cKVR?FEKB@jhNu9Y_qB z&&z`OhftA}q@Hp<`G@0sLl|<5${__-r=|PYiWJBP?y(%3#F&Hd#AhA(EYsLD^|CE3YQk%gA z=Ei*j9-e?Xpzh?AAPe~6G@Xfa>q`IBXEr@68DI=~%|n$)>{hPNKf50P)8o(Y@nK@= zAMcjO)2hqn5~Y&s(SF@Y{Yklu43q!peAVeGjb}m2HLe>m8W)J5%ZaL|5V6zs=y^pv zE5~k5YKoT2*V8!X7wkiqv9-a&dll{+!~VnwEx*eABxs{zH@d%fgxf-{ai^i>fnywV z`8Aa2^2nQ7dv+Df=Y9DJ4K(NL*wFIJ(I0K+OGMFS*0VxHtP9W3{quzgizgh#e1107 zIhvkSxm;gN{&mNRVDz18Am154K?C`_HOdaF3xNiz&>mZM7WmAD zmGuZQ3)ta(L+*?Z7i4_tD=}cI0OtH_9_QJ zc=(wLlUgsRQS+V^(``o_qN?V63n^epMN^I??Iz$Rcs>1I5+mfOr%SX@qXU!$)YQ!5 zobV+-hf+wEENIh~<$doh3S$~X3Mf?7z_sV^?>slJ1)5QgC)&=ZAm@B688@))hWB55 zcoo>^3h4cdZ1NN>p;jjxChCt|pnVia!o z1i*Wbn0}vHMz{y}GtR7BZ=I+#6JyRA zLzU|1dwl&@uD2IrrCiU-WI(#k7c4S{e?K1>ip}h`iJ*jRIhXS%XSRURqekoUrI=tj z+d!Xf3?tB)aP~Po!ww^&m31q_An>c<=-$>Y2KzXku9wo#0@n|3sYv_M0CJi(<=f!p zBK!9$J($>O1_vV;((ZS7f_0AU;-!cse4+f*@O^633jWL;u5MyO<@+T0VmbVp`$5`t zTAFlS57=@kPWz^RD?+PK+@@5M3e77uQ&grg>%el}mdZl42X=HSltGPajd4bwPr(e{ zy)~)lsiBsZv`~5MR&b!bDv;fu3#N6SEOU?I1hGZYtj}KX!#mm+hi(`g)?-Kw2zblYFh7uhtPw@N;2$=H5d;snRt$LqpjpX`Pk{1I)f&Vl zHG0MP5Uor(2GQN{lS^+wr^7+eP19U+ioX-Eo$=gVX7mjC;K_BIeP0ChteL*N^_3WU zU0E8>^4AUn|7UdXD`8Q2&VzWp7}$F})1*~^3L0gV)?U;W0GlWRvPgp%VWMZ9nuR$% z$h<)($#9+n3f7ZzWqt&pRa97Q{(~s|>KGltSG97#_EFW$D(jjle4|3VFQUN%ta;QS zO>ArdO$AHm$&ak`&$i1Cv<+FU`>M!#JL$f=|T4wQ+_txqV+mjZX0@C@6y6C}A<-($bU-}haZBC*KA<)-@NVRbLUPme&q+EtK(n0BmqeL7L12a? zS!>BK5F5JovR&lWiu0P~`v0hW)^+NOv(_Dmhp^X^fAK@}^rLqFDLI3qjLPMhOHfN9 zK`yRv>2o~H^H61{dmdfNkboZT7wD?bNdbl4wVn%P5|E)X?4?T!FQC?m?pC9p1ya>wJU2 z0;5x2C#5^A?zJ*zi%0{bS6>lJPTm6r*Qji#ry`IK`caqkX;EKjbZ|54iEIx*JaLyT zdTt2FZ|~GP^sW^-N&Yg#Qb!8%6qgCAR_p+p>U)LKeI?+vppJ97+Weq^G@q?QoCkvH ze2IIea-iswu2JW4QJ9xRzh2*04~#ytcwbUp4W_0ax;LGPN9G=`pFLpf0P|ZeddoD2 zfXREVhdQI(VWzdR?z(H409kOG;Lm#iz*eXI#&VaCcMaNC#_b*8pk(3gBdp$_isXz` za`YgOYEwTxnAq~S{bTdkHD*%rQmDO#cC$NM2qf|fw|U7d2@SdWWqJ~%K?8B~4PF@u zDDa`X<)RQDaAoiC`Z~o8^T@XMs@#wT$3JxSUe^_YCyL?&=TP_aF86-}@W3(F+a3;% zm4EPj76hL4P)p2ia)D zY(3(8Q~ZVj*Qfr$vS)37dwl&|bxQtSg-|)Lxv|yM57th&jmZp4K!x@1PvPfCf!z{& zU+q^Dho82dJkD3d14R9`i&=K@z-hC%{1ZFnL92(69p5jaDPM*ogxan(?-H? z`l8M=(qk)9C@n!)$^c!7Mj3F(ZF?m{a2gTaT5Im(X$$pIuQyPc>Q1fXN+J@3zdO z{_XL3_pk)Krn(0;D_tfYbDxLXws7SMYD>bhf&HzYW~G5cqip7Ytpw~8qAaA3TDd+; zAA6}vGcE#^Kb*)Bx~B(BE;=@uWIqB#X>LiS@u>*)P20w^FYTecd3@=hWiSxf%Gkkh z!X2(r+<#$rP&$~~Ds=cwzZ?Yb9 zUW4Cwn7`4r7M)L}Q52haJ+?#RY1Y2V!?STim*ZJZgc9-G!{8-07VJ#Kob#&RC$~5% zGK7{dkK^azgul#FjJ~{v%Dkr27=2HDaLz7I#ptWubM}J8DU7~&^v-44Umv3T*D7y+ znlgaVSB;>JLW={VuSus_<%Z`NeRpv4-8=*_`hLyWW>RwzqpuX{hKtaCaP3YpC_fJL3U!Qua6yUN zlaMEXlwvyiKz2HEsnvR3NZAQ~yvLaBdM_00Q0^joZQ=z5*^lsd5oCkLl#gbof-3>p zye+76zJT}-^eH*X9D*BEDijWB_<+HR3tTFjMgjg*t)uXl4&(-xYq5BrI5hpJ)S?qE z3E1@vZm7zl@)sD_w!p{-LJ7mP;&`~>zVeip&k_J=aCYCOc3lX%(~PQ?$mxMz5%;S~ zFCT-o*eaO>+GO_aKTMy)bqlpV`OXWM%>^_y10kLp4Wim)kC$Wqvb%H zcu&_0yf9?)W}2&dxC1PUC~*3~;R$5s7Z}_GMu2w~Qs0pWH=dr3 zxXJ1TAI%;O+p}E~nonlFvwtHEX31M4H}8>vS58)rU-#w%cZ2MLx|nz%YfZ$>j6PYA z^f|A~S639m?cAywhWab=flfAutNVKGVPrYv);t*uSm^r-Y=hh(r{RCYRu|4hYR z@Z>(w?45POe-eeHeBF85v%~?O2q0KXl;{bH?6PeXKMjM97a`Cf`tPr|5|!*XElTdd z;#8~S{FnTp`j|xSE>lUEn}aC4)7b`2)%BD{vP;7F$6lQh;r!r*rbZO;Yt-IUGuoet?rR@Ifmx8c;P_5FZaDdNwpl;!4FzB1x zwYRs}9X2;c#cPXZ0H9N9Zp(5XjBsd9hH6G4a-uWmDl#0PQ8T^q$48!Ea`>@%cKRTY zcwKuoU1jCxv&-l2@-hK2+v$?veCTfFLUvp4C}f+x?VQ*t1)EI#s)L^I1eF(6Z&fqN zKnWhRbc=(cAmjYPGpEnI@DNw8_0yY5pdD15t>=@1*RFeZQoCA#>{!aTA%Rap!`&oD zb-U|GV3ykZSGKslXH+{Wq~?H`H(h)62p=&-nZK>i@NP`K#wU!~=r6RTd=C z@!GfQmI*;LCf=Ia1c-$c@u21FkGY(5$iaLb;x5F!uEgmPI=>I9ng3V&MkWa zqdm}NpO5yF4jAMQ{k~EMKSvFZ}xYd zjm79onjv~`;LV3s^<7BDOF(_o37m@FjjWf^1@no4jC@ZaJea1;+G!>M3>V_~NOw!a zN7UEtVw?2=?c?YL|1>$+qEAnF_NX<8PM>Hh*PaCJRN*G!-OrKQq33#}k^zv?Y{q%P zA|AZE#cvqJ7X~L(^L%xFu9p_!l??E?+Z zAL5tV{ij}ApQPy5s9%FmXtRhq(wCltA6wL83ZFMuyh+pPzps=X?h3guw5uD`@CL2JP8eKSf;U=oSfb=$V^4pSwx%^WXdp#4Wj_I;*kYa= zST-O`lO@f!JObcFYKO?$#3Ybs1?z$c!=Sr>@s(pI?*S6eeLk^k#zBImpV5UQkCDu& zMA|DOC*TQDnlH3E=YYxeQb|PQGuU>)LdAP>5K#}vyUc#30xDjNPLSPl;)ndET6FAt zMU(@XA6^-4;&O#uLmSCt8q}ax9h==8wJvD&8sqnhhH$9X9QA!D5?~vPJ-Eps4K??@ zea{f24|)!-X$zaD2=Cy|7ex;TpR-blf6Dy^C89T#z@J zBvgVh-1SYnT9r7E&!1+fSStf}o!NVesnh_qucrlu2@0^-na+6bnk{&9%l^Ie+!WwR z$2<3)s}&J+Y-k^o34pp*2~W=r$Ad)HXN{rkVeq)-o|})z?t+i@O?(M-(YZH(x(r|T{sGv+TtnmGS7o% zo1-CXC;4E-7y4P#dNZKv`GJ~Y@Bs|s%Mj4HdG3efBi}YNaBEK`?2&eMNuj;~2d^w} z1*}nrPvdIcyfk%z%SBPD(q0IOPUp3?yGej>rXqdAKxxSTMX89C)&Ma3C{A*t*5`}* z4OQDNSc7w*JQ2hW~<1{;Ii(i{Ezk&WVU zsg4=tup%&bYsm1A*W_am15xv+(7)Q!}{6aLfV&(Fr2UwwR(!i8S-sOLSF;$fJU%}{`IF~INeHWu|@zc{%sxqh1_+!Eq$_eop zeNUDMZ}+yr=sRR~WO|Pm=J_$7qL-5lyjn2zocWgS3PUh@>FC}gb#m}{B>lj+<2Eqs zI2%bFybZb+>9|MIn}BDVX>`aX6yc!*%!%a9_8=or$0PB@6d2~Fk7X!$iA0ui&-!!( zK?j;M8+M(z3f!3k+sY`;Ly1}O^A4a2-2Cc%NRoLH-j+-e=?wU1!Uz zDw89?lr7;@(z>s}*0=r*ciu39Foqsaol=Dwb}=N19J>Gu1#RUcQ(4&3@A`4LN(xw9 zjf+r@l!R)ux`Re*^ugLuC}t}q2lb5Kzu3Sqb}EH@G*Tr*dhBR^0;QGYIxiq zX5@8DR}^0X`{dU8y%Y*-Rd zQ9lJVsjN_m&opQ^cy%OJb_m%sDgUT7q!cz^x_^@Ikr$eWCI4IgTA0r0CU!p$zJ5Y` zb<)}!UMujM*C1DiQ18}S|9!e(oh&KYdVE<3%EBrcVkN-#GE2g+2x;ge%U$+{-v9_7 z*s@FEC2D*cSJ&+-w+1n1lvJls&r|CVS#~y6abI9$|fW*B!F%n_gnkD z!(h4ynUR#uU2wTKYrW>-aj+c}Y5LDRLLS&_$vK`w@U^<`N%c}A-m}s{Z z>pF;9Z7E+A_uOnim|hofwM#O;rj&*H z8L|bGJ0-ymCLg!1L@7AH9dUiSv-;1 z^@vHnwhX6Y0JPKaP!FX|02?0|kwKv_=(s(}G#URc;JYkvYTSDq%*TWe8%aM#I%aQ5 zax0&J^U+=VMQ@w|w~d7=&Yze9wT7pR^S|~Yc8`PCiz!w>$$RHNJZ%5*_^Oosv-(K# z;Frjn%n#Q+VVpcqc3!nMEKG`Gk9OVz4CMOol(x#lv)LjXws#Ooe6?PnE@T7@@e3% z-Ytr{o#F7ttBNu9nJUnbagC(VqaU#6Wk0*1TZXhemKyRD@q>crM$9(7I}hB;yRUDI z9s=*cO(EUMR;00cw7V!H7v?>BSyC-v`$PY99VBI*c##SbNpYL)OlI&{g~fxQS8DJ8 zMYGyvE?pqJHNEf5Z3uIU+&41GOMpX%6wS-FN<(LhtIFZg`r!8NhCT^YJ}?|EWEQ*6 z8u%Y_jUg181X3;|v3oO~Blo4{;*FUCVA>m7B{!OQQ0?vRU&6VKTSr&jNfO#z%G?^_f;SAHE0LlA^UP@ zqaS~#)%nNyK(YPX_?b7k(D(f10U!7~ANb$iZ~tt*BTwVUd+RRdd7z?UX3j(tOuVYb(j4%T-UCOy5*3-PeGJH<__H|Ii5LxtQ|}85Is$XVLgv_wlh3 zfQg@eR9o1Oob*M@WjHAU4}6_Q=L>-!*84r(R)Llq`l$1a?ZW80?zQ!oE$kS5Ten6Z zUxP1$#wXi0(7|;WeO2kFQ|$3E`NnwLN4J1XjJ^~R58XOw!_n=98-q@nufgc+z}qwS zgc_so;M?(W`Iob3eV5kprB`1(^0l)&ETMK4y&d_yJwSZS<4R4l)1uA2lsy0@C`P1Ql$VQDiy!?SVO+@i0H?c^dr-y~aBp=z*c6oyvJ$Mi9Td z^tsec7a*6~OL*4B5>mAAzt*ce0hpv=t}hP>T(?2=(z(mMNcGj1W@~36;lfz2%;mf+ z@RD*0ksL{a!sX+sSI)iwNsgDS%9lWNhBEH?S78eKA26Q>w3 zkUL8mT=Zyzpg3J9~=>PB5% zt_cQck}zi)oJR&Am>dd12HGg>OG!os#jJkh! zY(cC33d;T|2M0SkO<{mR^<@GceQ@vL`+BiXBRG-38%$>C3gQFF-(0?D3AgLfA6tLj z7nr}36UcBNfj&Z_B4y*fNWXE!dmWZ2n7=JRJzy>is99gIEn-WCO}DHz8MnLuUp_pI zCDeEaxW^L31!_x>r@O4<6J4TVr^BgZ(MU4T!SlO0&c*=m$5Tg*_pAr|s=wM^U7rL$ zIk>y2Q~Y>*%l&?~y`dMN=;F-r2V38R%qo`f0@=Gr8|O^?%(-Z|Gmqz_WJWR=aeo!< zXt)vP-+gwcTVWjteK8QIlaK-#!_Oz_XBz%+KDU1`qrW|u2PLUT!)3mDL)qfM{M2X* z$mjP~&gZ2wcz@(vaCfmWG#zYchVS;E{QU)g8iNre=+RaTzwQH=cGZz7I9bBiTii;% zDg*&-#88{^9uapFy@c>RgyMEKT0v;0_lKb+b3CS;Bgu`)`jhJAmj11WnS+W-uwP zL8H!BAIz%U%1k6NhSMgu9zO_o1y8h7=$pS5G*jG4ysy z3w6=ZPhM@kTw^lG*?u>M<`e_$e$je4E}01Y-Ss#=fBUV&y9;5maw1uuv@iUp$DhAD zzUA}pS07)_iKJl~e+#rxMIVipe>S+&bK^8Ux_m`m-%T$r z9$h9D$l^ROhtYS>$T=I?G|Y1stp{btl43E>D@~|;l8Q~h=&LUEA#9?U7~S6q>6cf( zRAKbh|2n_9vk0T_!!CU?^O`Pn9#gwB;Icz|6uQ0Z5w*PXC$#ADO!MebIdyBOuywQ1 zM{8%Wd5S>wp2|L$@~U%lfsF}>!>ga1aNZ4rqH2d68$H3Pi^t}~I;>%9g|J~1VG!UD zIGJ^+f*ght7~f$c8AkfPKH26=69XH|ZhzJn%LjopIV|^|UWF|>Z~2=2+JJA+0i}D9 zeIUg`_rUna`^dR$chd)r7olrRLlVQ~bb#N}$s~21363$n4m~494(56~2u)90!s4kE zb^A0E_$e-|4_?tFChr+eBH{_od~Bg zyb^V*FyDK$T7K6ddz!jZAs@4K#*a@g~_oXTVkFjeRn7mI`>_64(glOeVbG?sve!-Gp~@PYL4YR2Zw@ z6Afn*HZ54-rGWMseWtib2KexpWb2kXBJj4-mx1L<5+n=>eM`Sn7wtEzjc@sSl+S8^ zzQD#3rnJuQnf~Meo*o%UEul4oGLwN@QVaCK@k2LiTP(?~R~<4aqC(7y&xxjQxG&CnR1r}TjcM7Cz17GkI#8M>RgLHbPPIf&K9 zN3h+9MCoxJ6wjX_vOMYyeU)9rl>|}wzhd8cxlViVaY&Nd7|#qo+&#PRincz`zFw0w zGHe8gZdNr<+PDH&i}fu$&6Y6Vu!cRf%NI-+lf(o&kwCM1&Wa%{?-8b#>>)Y=QSiWw z@PILL3pge{xpsV0GCbI_OUdi=3otaG-%QE>4)AnFGrm1if;`wDm;{2OQP0zJr*Rxe z23+=WPZl;YK%Sy}#T#UQKOb-xyi0DOTL`lvF0ZrY{GAW{Z|}E%Hs3M%WOR?94-+p{ zUq;sLvD|}Rr?#gX6(4ZH_`Pbo$GCHb6fqi@*TuPUh+eQ(>6Zs6?1#P?w(1@n-4%=H9q4-)ph z=|k%a^iyKVy)pWh1e~F1=w(Jf@iOW@fGZ>oq;oy?XU@^V}PWFf&5|pB~i!=N1_&)J+ji*c>3W|n@N2Yq>020N^p z(4N?au-!)$5X0d3RSGkKo(g=s$WlQH>E{XUtsjkIZgrYlb+%*AD($(9Aj*Kge1lPjSys{L>wH2VTsC4L@%_y2FV!0mm`r(>z@v@PLj<*9=A*@ri1v zMx^akD-o?w0iPYsT*lIVptt*F-AUw0p;kd~_%6dJ#yx>+f><*L`+Y%= z|5sf(YBjrI7XFrTZq1)^@&u+ScMM5Gn96C?H&aAJeEl;Q0Ulqr)_In753 z26{Y_%U`}=E`5%9W)YqPUScr@@Nx_x8h62~NTt zt$!}>i=|a>&JMdke&k;DR&QVQtv@9vmBImRc2Bk~?=eT;k5{UAvzmai)MbMG$NW(; zMWtsviVw)hLMp0F zSy32e$V-OfAE3iqXxJ|k|K9Ug^YzF7S9ah2ri+cnmkKWs-m(os`;D8b+-sKS}F$weAKm1$kE9p^89h-u2H`h?5px(CRd_gVT%E%Zg^NupZsY-((7@5b(k3)4>G@EowF35WZcYz}OrX@)0;>Gm zq@Xe@IySaFiuu~?%kpg{2Xd9~ZJ#ZyK))t+_ZfKc0bApg`{P;`wDojSr`)I?-cB(l zPIUfr`TTF!KmVz|`M2|Db2V$O+7%zSD#9efedv@uPR{jImLkV1AN>A zt6rOr(vics{+Lwrk5@-?aWwn%`@@rsjv7`QK@;3~tEpR0DoF5ge{mKh@B8jk z6g&+9*?)t)6KOV1#H35UaD;{skGo^{d6K8PuGfH-Dw~XM4JoXyFr$J2mK2a&l(*bc|-sXE7z$GiEto>PU3bG0aq}7 zdh7+4moExEWMh~@|6kO)@Lr*)E3v+wju^|@$Xk+M;*H=*$vQdn%{mbYItiF5`x^u$ySvh(U-Vpzmj29wyJXIFGn2^ISHcbCQAGi)! zsa#o%!9CYM>W#mm%}YeeYRg<9ruNbY6JbAeQ!$dUoYw(T%U&F!t~5iI^MU*xwI-lL zH=!{-=a2lJw4Q58bcd@C?A_$p5|M7Pu-neH!yqkBNPezk786_H`>EzoK76LPQ<5ES zLT5HI#hwgRKo5~aG)v_K8hW$%Y*hRJ+*5xwN9`ThAN zb#Ff4EoaUqtY<-{+FCP~nf(BL++T0e;qCmt;^&Y5Cl*jVv`Fs;BJzU02;&i;K_R)p}CfOQX3>rUU z2y(54J*IPDhUsSH!R`w5iQJBoLzE9_m6M2SZLs#fYH(bt;Q*X2_~NQlmh_M3FL$?O zDir&EvVNDFNnbS>N$g3pe*XRz=o6-{uV1uBk9%5sg-@A5a|2BZtaC_FvHPrrs;Hs4XHi(K(eD{12UG>D6LIv@Y_S zlBc`D!jA0dz#u+O;E(h4SG4}Bnd7>K+ua07#sTseM%gO+XI}Yn*#?;+;Hpm zV%p)8>E9i2^nO|4uoL3=xUzxdxS8c~{JDYA%C#GheDU_c^ZsVpYs2}t>t(N&Y@DvD z#L;o$miFRC`0qUnojs|?Z{hXvHkbgVGeEb4<@S!nFC*Ge!s2(UE0?ri-jp@Vbiq`5nDU%t+MP=Qkc>-xu6< z8*Ww9qgm7L{_m}laQsUqgT)j6Kly7?H4fT7N=^a!<nm<%eTWy1=OTByEF3EQ%MYq7S4Fhb$7o3H29G&^(tT!3BMGsAGO? zXl=fW8CjLyH^^QMPtN?He6H1l;u2bIls`1UcV+ZUKz$88IK@um_LUOuHd~O6wNGG( zsS{F&g)87;iQ}?9bv>$S|Ku?mBnd*8X*w}Be)N&9g?EPn8#FFIZ_v9x0m&uHw*Rp9 z14?saSDRy=X!U%7Tq~Iiu#@VLS6Rg)u>hGBwt#RDTF6zQ8_7d{D-5h+KiQziT9_w- zhX65%vTIe)?VC8p*@R)WzisSXXs2?K< zO;68n@C)&ye=6_ub)Fk1j0<4@6U{H4d=_vo-bzD3B^2z6r}mYM$D)_PHb=kF`vKSZ zqX(z%x}l-ai)$&R&hTmc!!!D}7({uLs;F&WIJimZK4rU-gHAM&zqQe2hdfrPPt~t> zF|pyXms8@a!Bh3Xm$N5((GkqzZ3)>%&?NEIYz$jR3)7+1JkKaWc`J`q?%D)qts~*1 zgAL)Y^z6!O-;9Ncu7Ly1-ct1h#!>)QH{ka-Gh#XgZJ$+@OAKhufIRGXB?Ee z+t`XBoiX>tT}4}vQ8`-V+!Y8fY|}G`G0BK)lf;Wsck?q6QFh_y%<_x#)Il=LV zDqEdK$w+&UppMoc7@l$KE8Sx%LbY4d;qi2=u-X&$T$`B))s}H}=pCyB$43{ggxBn;dNOAkZ?{x^+D9=Xey;{I{lIu6}A9)G`G}64+eXw;_7TQ(k zi^XAtQRBd|$3loRE$!8|Od3e9{*<}0`S{ZzzQF zy17`8#vz$OL}{n)2Xk0ydsg9w)(4z@69Zk~GNbkDvd^)|TeE!VO-wkj)9Nvjy5t~z z4>tLGZS0^#rCaALMS#*=zyGRwQ4JT;MQ=1>=TH8jZFHDkBODSPo$|P{j+}?r%dCJ3 zX!>rwW_~=0DO_7u)xoYm@`n7;LhSxUr}S(raZD1zBdXs7_5O4DRC;xx=Xz-Ycs!$a zmVRad|LywcpRT_@>YIN%f7dpS&Ck+@;`ZH$RtL4qqP{qq!Pf1p55^HkTZL@SrV!%C z+d2l{dFG4H7t`F-lf>Ixg&Pmsv(m9v4LG{G-jYuzk`hOsC|q`2WU0W>tH*BD6&{tu z(Tgszw*s{9;%Kgoa{o#*{O_MF>-ly0fFG{^a=J6E2sPgSR6(J9DuxZa-~Z1a^JEh! zFyZmG)I^TT*;nKGSwCuSA8Ewn{ZLH!S)P{y*Wa-(u{8BM9`8?vp#5}<2-kn{N6%*1 z-bhfZ%cfySNk%<{1MP7I0nla1J!ntki%wr~ou~_R2bsue_Q&J+QFag-@Jy<(6Qo7fy6h^{*Ld$`TSk9 za$1l~r0y^*5cx<69$Un)N0|8TDAj=aZMB1YOy^WAlB&0_>GTN);RJyT z54NA6Ig^}Q8%!L)uQ8nCQ$&Cq{ln7IZ&$;TiHl*3e-8?pzT0H7)&L}qZ)fCZSJ6Yo zK($}Flwc@X_;rTq2j*kxC4 z49Y$i-JiyvbNfAie{4f@)LNp*%izUA?W;%wCx|^bS9W_lP*SBhJfNe%bV{;535i0p55tUqc#C+Z_%=gXmfz zNiIq)FT5bv$qpCgr+UE`~8EaT)%M&v%Tn=;EVO=@P>+*an04EXW<}ml3WU=@0=~E)fGUwdy@KVijyI# z3tsDyUBIo2KhE24TJ=@x_n?woNYJw0zW=}&*mK#a+~>kUgMEuOZY%|Hj>~UXH(G4E7AJjuH1o}-dT*__m!d-+hpAeN++T7aFzd} z8Yxl=sBMw{SOY(jh;{=$44`Wd+)k<7Yl5W!QfkAj9i)(c++*g#Vfeb!@|ALU5wn{q ztFB2=1@C`lAB4j#Xx2jTi33Q3`bOuD_+b$g=XY4&RWSzo11~4nl?wbVe~wyVDM8;; zVNYfwjgQ(T;EdXxq|Xk8SKU!U`&(ksW20&Ab7ENeTq!Z!a&SWhgpR`TCNA)%$lz#D zWh}BSzNj5-8V>ttzijyn+d*qb%fzH(wGo{$O(%a2hUqMpRKd@4ULhxO+un6<4(de@^SuR4-vrIJ8( z>r91>+dsDl*g7me+g&UG+1lk>3|r>^*Bg8vOYn zJs)OeFYNck-|Kfb4Rf7~BN9jVHntgNKf~+S(L<4Ri4irp{!d;NCD%opaCFeOE4&0F zR5&``&AYu?3hy70IXb+Du0#sgze*@*a`pKG94-4b-}@vr9xtUHucJ~R-X0h~!jys; z#M=YX+b;?#Kj7_w%nJ-fO2_f}Z8)8e4;WzW>)-s*zIdZiUDAl7QItgL_dNXfo_V@A z&8MgF_JE$`jRGkqY25hV_xar>XgZN6e-8z!LMaOjQyk(Hxtd98;13QYUrhp}J<#?# z!L&||CsbInKec_5j5uXw*8+zlK+uh;QIR+gJ*ho4#P7lmpIDTH$O8#bqrKma_T36F z;l6zS_NVuVL)i8yv3vt)(v9y4ZdyerX&BUovGu5C`ov2XS|%_J&&eAG$jTwgGq6*` zxekT+l%-3=ih--duvJ(G*Pr|$x^bQ4ET0D9eX!^ou3L$J$=7fGj$RWI9`|bo>o6|I z>v_?CJO1}|zuSc!4KvYU0U0vah!6mDw0M|#d9M-MI6!@KXb z@!>qHXi#~C_0=*ZgpH8jJtZ@NVK0!&kbCqL0zbz7VjO*ql6mf=?57cf!@#pRJ8&AE zx#hKOcpwa0|G@1nA8P^vd;N1~pZUXQsoq72P;YeQK84|cr599^)T-|)rJ~}#SQDay zkw7vomlb}b5M@O*5d{~s!~7HDVecqHWI-uSx<{lEy2^u3*w^)-UC#H}G|>$Z|K3Xc zrNRcHR+9c?@PG68P*!1m>rcN$Ra6_PL1U1DI*y<+_?mm9t3 ze`>0lH30UqVj}lw{{DMRy;>>P*^6yZ9rmpjTRjN2IN!%gR)xaej{!DC{ju2dU;F%} zkw4JwT`agX=Z=!-ZXQ{P_5^*BC$FT`R~Z_hcRh1F-e48EZk3lU@1ue>!+3Z8>k}9? zVzJb>{ZAomlZh>xu@3FXdM9s*ib0a^30f&iE;Q4medpuLLEs;tyS*s(_ws)As3!d# zyJn#L`TX37OEh2vY1X}SLxDNp#{9Zr96B2-zD=s{4r~h>JkT>AlJLf%R`7R9cGqjIZz3hLd_8|fo>GA zp*Pwk)&M`sOfI-?ucDtZk4v>XsKD>@2J_O5X-rab_k&=Ha_9{3TFR=aLoX#AGaq`1 z!BFIhrhpMH)cv4u*1PiqlrNJGjJ3x6?fP_)TAWb7TMt6t*rKDugCNl83$c}O5bSkO zId8$6jM~kdHc|+0L+i6d+mVmnXj#kj$D?nqKug45yxyFKW`Bxj#D@n%R`gTpS5He3 zLAk{B>oFW)5m!-q?Bz-HMOVLNP9N)knZ=gF=I=-I49x*W`gP#amcT!!`3rIPvJtUT zQ2-^&y{obTbC{`dImg~NrEn~W^~*VI-AhJGo4wnS=Rm@Y;)T7+StLrt5P4taJzU)* zqngAO{I~pVqz>ID4t)u-f?Pe9*}OqSFV>3oXDC?A=V$1ik3(C7Zv{oI{Xw{*IX>RZ z1AV%wN`B>?Ck)fS6LWi$jFySGHl~*%V2W+SB7i#&t@rH>GQ#F7|9RLcldX#Y9qE)I z{Bf!hn%|!GtD@;fcb{af$C@|5+XU*WH$-bltH9arr#uymAJ*U>WuL@YNGq;<;wcAg zP*UixygJnUQBI!cr5LC(dkOZjpFyjwO34M|gCMW+^i<&Ozn9Pb`n9Ju;+o<6$ir9R zL(%Zxu7Cbhee-YUPl%r<|IAbfPOhnF7{8O>#M?U=BisC)SMc_k;mb{GPHw!t6L4#A zxn~dFK6`t6lrumHZ@(m7d0*6?T#vi|#~Kr!v)}OkntMh!l&Vvn;`#|EN$K(pL~*or z?>;7iJN-DC?9q`&7vk{#8vWN)-Z4;n(S0!ZAGFEduH)BYQmF)D*J8RM$ut zCz=&fLMbRJIVUN7HW1n)*mU;`_@OT~2P1mZZ$ljYi}W?=3}lY_qzUdsLp_D+dv)Sc zB;z)7ZN%Ut+)I?w9v0Y-3@TS;tZQl@Z18c@&Z7aup8mNzHl!KKvxQEcBL0PaKd$b& z!mD#9bNC;4+TuN?YO$F4{6W@wsdynQynP1TDZ2(m-0V2mwD~Oc*h~A1l zCA^BD7h-?%9iy9FdvCtJLx{YL%3iqDSVeOsWQ!~T_*YeO#!)&!{2|K8sbZPuHMSwr*<4lnx6_Vgzp2g05sa z$cs$BcJHo3`ltOF9A?CT`={iElW}Jd_Z3~vz|BF}`yuTpOa9;Qwa!k(`ze>fBd)LrogcY@;3hPTwq&)57xYlb1;=&J{cGxhUb2=oNSgb}?opJXJU zm-SkQI1+sJlCkpS<)IU8C(etsv4KLc?ZJ)FUzl_C+LN-I6;Lff^*n0rJ5x<%V( z0`fEHw9$pdUW-ql*tlv-Dwq1V^XHIv-;?J1TL@23wJltWhk(864}^>(;M|C4cWy{3 zO7;;=5M~Ypda5)dswsaIe^4~Nqud)l9PbZRZ_GerEaG({t5HzBMWRw>R)#8fdR{$d zJ_#2EsGRl~k)Vmm4;Rx4tKi!C^EsXo{pc$@!I#fTjSwYo-N_pH6U`3@P*EK^3@bty zzjv^V3Ak@^cH5%@!Uq@02Y)mpJ64&~P1@pMmEpjx-%5+!a#MTd2qczzITt%cl2K*)msNg35h1Mu+{-hfhq9|WXJO%aF zXL72c4)uDiUR%8>28Zq|l0-Rip;wa4F2~*v0)en+*JFdfmrq^9tL0$d43!;C4hHW3 z*B%WvP6XiAu@LiO*GwTkFV*VLaX=KUD+i%JKPqe(wXnTats8?$yp7 zkZJNMPh2<%8S_l3Ty}JTPel*SC|+8kdvmch0iNdYY{V?t`(zNBTeeFGzTpc*=}f0u zf25**hKqFmq{pDjy53TlcnhQbfUW)qaW-61q>MPp{TfLKUI_g-Lbq79yt^N=gWR}z|K6KafAWuvD#TsL z9;pW>Sns>>#RvBsfAjOd-M(@@@$|uh6|_h0Hf>LKp_i;Lp1h%Q1@YSiFZ-Ov{=|>E z=?7aodJmZ3zV5PH8HfsNL^SdR93cAqU4KIwOO)#pUT7h14lShu<@rwo(Y7bi_7smV zcoJMcA9y_#9gw*rEnUb6&Zp~txEgI@NZrCqqpPyOl*VuEVZtlqsp{>=mtG1ZB{FVu zPsfqhB3B`Y_FlL$ALFLL(~nW0@0Iy>DHBL9jEC>sEJQiAq8V@H*nzhBE^YK%N;I>$ zJTP*=6D-Q>822xQAVG|3*{^m7h%?sUC?d8+?tw1WPGAl(N35pmYlG18(0F(jqc51T zhrMI*N=M081!K6jj=_Ght3x6!zcA+OpLj%$XG5H=q^HEYI;2Avr=l-d2HCl5m4dq8 zk^JfBXLSzkh4#x4k7g+bF-Cz3Rb#`M@R-Y)z4~hjDjUeAisZ%W8|x$%MJFnhCmRn( zzP^STzk~t%ar}G1|EU}ZG?k~5T=oF?Sef^IA`n??U5s;7aRB}AC$Gz3&*ul~Ykr

Z5T@%$&$4d3qgk`>?^VMX_EqW&l=m&-}8Wdlnu}>d{^4ZEj`b_g-#v|X*>!%r`UP*glo51wj$^e>yQt&tiqkKLZEOd zRjR1|js|8A=@4%31s#Z0nMfPM=)Ydgy%KyMs(5%0ed8)c%FW_I5@gKK{>$$x(Ook1 zeP!o~ZsK$J#NB=J)pdNF!EgM3*Y4B0`RI0-2W+&)3&N}h&ts|q_c1&+bdGxs`fD{W!)MPh#4 zIh_p!b#eYe2Cq>_O$ux5zA}KbzsjmyzM|uY^o|}nzYjW$b&qV{7{nyCbGw~s%mgZX zY0l~HBBY^0(W6Mr0W1%E;1LxyiZYPk+cQ=V>SQ0Ttxo)N`TTF!KmVz|`M2|D$}zt& z`v$-7CWoHB$U$X~TgPPy-pr)i`13^x4cj+PU&iN=dv;`a^HnS(ZhUxWMTe<#7LIOU zBI0DaT8g9Xld%C6@Au+p!)v>~*RcBQ_d3!%vgpyI!j7YB!|u!T+^WOTW_-uaT*2zw z-{Y0vAK@C7aKO>k*K<~q_L$@7`xi@vbWY>GK;5xc+z31!wIm@pwxrs3rA< z@p$7?`Y$~w!sFf3Fjc5$kH1z2eJY1L>M_h8>!;C9M!-O(?S8No(WID4`ivPn)J^Y@ znhm0P(p8(w<>=U^VV28*ld!PKLXdX!C^Dwuj~BY_4gtgkU1sh9h*%Kb1{`q!rWZL^ zuObU%u{ZY0@I!M*;!N3pB{K-MG+L@atS=}|T^o<{PepOjzg#-=7=Vh5Ht=TD8pb4* zHAHqg3(CaRp3IrPLcXVdTo}|Z1^?r{>1@x(P?zsn<`zC8_{O!FMgl{aqwY>~;@2`E zKYhXP@vj0jW)+bz9M29#oCQ55Ta*Y1u>87rtr4n3Yrfxki}xG;p6|bFdkbT|n;v+8 zd7t8slE5IOynFSNL4pG|A6oxD#9@Uhv@3mW3(R3yJV`{|JqUFaI>rTg`a<pkqav=2r^W}%;KNk$EyMV)Xtpy$ zWWUrth@39(TXz`5kYs7uI=#?5G8yK4=xix+2Y|vHLlb14m zjdX6UY<1_C!c13AvftD=GP8V?@;qoCD4d>=x?1}Y!|9FbnM%lnqjV!&Y0gDxbU!ac z^-&HeI@fAh>Ozgq3sn%3Vg0jjYhLg7bN%P~q!C-oTU6Hvm=7!XtfOcYI(x2|l*tj; z!xfnLWp1IofORWNQ!C)IdMm}e5ry*4wh?j>1;BURBoUhWY(!$`)}oQf2xTEt`o#V_ zm>o(UwvNk>;Xwe2+~{UAO6e{1(#wAer(aK8PPjFVrXvZOGsgEqLYHOW*-OJ1uCHWe z#j_7Vjli@;sro5u|JYulx921neZ9aw9ZZY%yVPm%DmB2Bc1Md$+5p@>@_T;%t}ThY z-r!>70Y+Cm7TFF3p(xLbH6Aw|z&Ef26((AuhS3#oGg3p58uot9W|=^YHB2(^R}Y;GCQm zdxU`r_j_Zi$r^?_c)Tqoj$Kxvc)VY;UbQB=;_(jaN0Sir;q8GQpIa|USvYX_`{RBf z5!vv7Z}BGZd+Xf$A!Ca|_)-)lnzkqB%B~&#SY7UcM@z?VoSOFy<+rienA})x};88R}TnYdWpmCPoT+`Ylw9hkpL4 zK2*!LlnFJ*2iVw2dXQoD&(BBxk^jG=g~`Q|uF2>_E#c!&?v1T~^0)l)`YtLLAvaTH zxJO5s>)Tm^?uzO~St$gAP~|)UE&K00)eHYK9}D1BsLslna}&sq(WoxovOzg^&06c6 zdJy&GxuCVYI+7v0{Z_C@9Vm6EWi67OktB(aT7;@OwC7rrO5P4e(pxUNw1q3^;p^ww zruE$ze}fYu&6rSdu3w&|CCftZc-<}EwZ((Ze07ym)*D1NZu)V-e;NB7=)BR(=Pj6k zCM8k-zCg%%^i2OuQ4FfMeWC0HGbx-COQrAL`xC=Vv!Zj3%NPQ*S4mu-+oSsNbJFal zdf?N~VNxTbi3l^`ep+qE4}#eqL-2CPaxEWyix%wE*#D{`M8ru6s=F zyjw3u@#vzf{(2|~3Xpe|r9DEz`iu(6eF@;`TUDSp*oMSJ3p>+dR?wZjt{#)WIxuC~ z_p@Z8g8-BgL!vIkqln~0&aPoH(0FaM*uy}GijIe5-Hq&n`YS)i2j~B}JXqBfoHg#f z37XLA6;Hc&Wq-O0aW7YZwK8fCQ-S;&%U2A%JYhm(re*N!{BL3(HA z*i6r_Acf#Fx!Ossn1@EL`Jq#R@c2+}4M9x|N_sTadvTWpOuuo)d&O^Ks75fArb~U` z!J1ROc;uh+x5C?;?7Dgr!eyon21;xZJ;O=q8tZG&`OUp7@s$QL3>rB^r>hR;y^I+R zEKX=DHhE@$qZzbO+iWFt1*15aH=Ed8Ml;S5%0z+K`frI5wN`{-U@l69l9IBK+SGI5 z^!M>_`K-BnYv~*0N_e}o@Zt(G4c#xguF;CAp5y1bc`gWglNO(jc*bJS%U`9CcP9mV z6GBg_{l74@nk}*?XZyg!r-h1oF77Y)sXwl>-*j};!|%z?*TA}6##?ER9r8Xy$)|W! z2YMZH1`DgSkxI_bksc03FwC+b4tZmW3>r`QT@StqqdzPj`j1ASyY&WShLO{VJ;FXC z+qxd}sQ5|z09z1{_E5dq6v5WFrkG5Rl8uEs1y7Z!eOghH^_&=w?F@>wk8pcc{R%_( zNK&1%&kyX|gqO;P;?Vhb%>Az!_CejLFSP3J>zI^i%B2G@d$IYCl%6H|{r&f}-+cXU z@61Odirt&QTCFr_Vr`4W3FSE-73zUUN2{22k2;bKT9fuZr~&fqOfPeIU69oqYiiOI zb71Tou#q7Q!RDW;-c%b{LES@c)j12@n6*hqliI#exGn0$Ydx5Sbml7JiO(j0POYTZ zghUJ4x)*S=*lh)AhxuZo@Y*m{DmIUKWrHA~yNgozYAh;YSCE+0CWT_oN`aGFKQXTZ zQz`~IvGGx&RyNJpyxG5T|DU%1?fU0G)i?ik{=`cSZn7oa#LYX4uI7QSNC!thC~_3; zs8z<%^UHam1@dM%`nt4(PBqpZ_$@DjCsQfXX7KSkKPmgJcT)cnMOj z6{`F|-2JY`EshR^6XWR65f`)F$zB}ILZk9IE)S2l@kZ|DEKxmNzvgu0$W)m+j_%8C z;TYz@+iUcvTlFMF@V}q6#u8!u1&=qKb@vMPU^DJ|%Aai0yB+v?QV)f=nq9K-cty|3 zd{$_{5oYc`RYng#zt_WS8sKP_dS-I`_veOoAEr^+ScBumOn=oxUccN3@|*7hW6$->WW< z^=$}I*WC;EvJ!7Xt+8{q-Ci4HPhU5z)~yG#p}h_(-s)&sVdmM%)9P?lyD_xqkQ2%h zVr!k|Fo!qd&z4{7g`kFyg16OJR#EKed_nzkHzrLnSjI##6lA4pwgyTcBK2OWY%#HT zSS8eJTCQwD2YWs*d^oy-#*WP-g^j$$Jlqj{_9iS4-fwV9Xx7|CE~-t|SMThHl?oL_ ztA#}?Xups9sfVqCqg;8Ta<^4;g}N8@|RpaoGst`?%g?zhwC#P9Ot+b~8mVi9y2K@ik< zLv6}77Tu`M*i+?13Yyb?>9G+%F=h?S9a|b7pwYN{Afyp5XTR6a-?g>lsny(*H=*9? zxMu{`9(c`Um*%;q3pbK3K0n#2jvU;cn@HGc0OwQDiK{+t=)A?V?RFXq_`*yy8s8Lx zCKjywN99+Mt*2mY(U%^~fsnQ|WuH)3{9yd!oqZNE=8CbBVoiWfqF6B{wHCBKdRyh4 z%?g5cjOxCTHVl{7eXdrLAP6^SO4%TbMfWK(#TO_^;h0Sgx4-W;W=rhkIQv!~WOr1D zP>B3<{;nXeXSWZV1Jlg(t^O?+G`As!t>vH(XuE|HqoI#(M{~axf1?MBy}`H42ZB(S zWpuLbpe5|R`puqBGaA`Wum!a0Vb1|6a*{HN^kMGhAjkV#;b0}x>|6LN5A9RA=2o1M z2xZ5}Q(5nJqWw44`IRTvP}En7da>sB7%Gvrftnj3!0F7<^3Fd6Jq;iVi%B5^Tj8E1 zA$da7=VJfhHQ4~jPU&_&IeQan1PV$RM2N3%UL`67lrhwxk8nNrVW@Oa_l zU(8)T*X!jZ;Kq9pJMK_p-xq(6zwS93-kTnT>lfd-d$7yo_qi4Vg13iR73ZDs@wVD~ z&lz=y;PEQ_3RM`M$J+x#IoG?JFKXcKR}o0|uxJQx5AZ5eZ|+saDV{P~qk2itYHMIC19Aca;Hjhy+b#o-0Zfod`bO=NUtZq<`g1+q84^>FOiqRaP{B5h?S z5%JZ>C(m&=VaOBP!!jbQ;iP2(S^K*Xv|KXm%dO)9q?}8RO3ekRi=)+H9vV^jJ36`# z87Y{2(GZ=h`Bw0*JHNq4&lPQ%YmN1Prhts57fpfk1h{$ljkh!@itdYeC&;TGD@sbm zKbPPA|84C=*U3Y$-x{XQ7s|5!82A%Ea!y&zq=J_~Sv1wBokbO`BsrZBzbgw@2>6V@ zUzS2)+|d`m1c^h8mRm`efhIB&e}8)^OBw6`jyw0j*A}&Ik?&t)n?T*$j~uLc8!$3^ zFA19QTZ8V$tXr4$L(s>nr9quycd$WCrQFf^=t`>fi)U#KC_=EO;rxMQ%!whBbuLyb zaGoznVa#wrXOI4r&WNPI>g%4-mvjVZlc^4~=&u02eA%QfH5w>rLxMW>xEz?Amk6jn zB7@8pFZVMEioEQXd%+qDrK~@${-RP|F~_)9(}gBzxst~5?RZclC68a!O(~+ zlqx6Mz>y4z2}+e_r zu`}n26TLg?XG{2M?m_{Y3Zv>RD_Hs9@~5ZQ>433Y(+Q;cp?@joeczLx-fUmNhDW$%Q? zw<~udJ=b(fd=%UYQQEmXHN=rEXi9ok$G-O==Dg3T+!wP}aOO>ij1H9>x^XY_gpof5 zaJ=9RyECwhNepgv?Qnk&qq;Vffed&5@%*_HU)pbS_97U_)r=lZP{Za^V$Il)l7Z`b z>edGeq)}UX;kWzA=U{0uM1B=(&p0ueG-mo-1Txv7*R{n)$kpYk(9M$*=-jDx#=COw zFb+)jXO(V}L{N0O_sbv^z{4*%-^i-|%E z3YnL{N^sUur&bm9KM3|-DU}7vV-kdhNm58)SD<_^kpz65vE@x1(L^tX>ggk(N`*07hU$^<9kh) z>R#rzUB&gI`d?pp&Q9R;;#zdZIgVH>Tz@0ew+0SNeEg2$H4DzYR~vBSKk#MNJh+4( zPo6EfEtz!)cYWDXP)yQ;4jetBNhVt$fyXNloig?Isw}R*B=Q7=TolLA2_CDai=XlS zrWddfId>S3myvpO4n0ej8gtV`|(DMefs$2y@6KPe6Okfw(UWPAXDnd`6KQi%OUk* ztUDK}nUf{ITYib8bQY$K7w%vN(*5Zy)2x8jL(^m_#RbV8$aglZp#Xyt1p$xNUCifk zlgti*E{JI4ke5lopS%03{q>LkzjyKH$MW}=KtsTS;LJWXl+SuRb^5t1WE@y^ZYq#M zuBRLnNJqs%>Hu8|6lr4p5S}DL7!?@SAJO7MG>MT{w*l$UcoVCCWjIr1(a?^h4^zUS+XkEa;t0?Lo!3^CI@bQxyOeL-_RsfQ?L|pS<{~-Rk$f7|Rjq;y zJ59sV56HpD_+#6FuTqFxkNehvn)BeBcryOkQ*~t5^i}O>n=+_9FuY$@W%B>yx-ThgrYVq$e zf1IbkqGgU$yojh%0Am7s%8j2o2pz0QV3gJHgHwk?z`8`47b*$$Cjv17TPt=~a_qo>mfrfr2R}sZH{~1VKm|{U3Y%Bv ziIB0nTlr0k4p?kfIdb~{!~4sLvD2@Px?F-cftkFO{;KHg7|C)$tSq>098X@fmO_bp zYOS7Gh=W%oX$}>3{TX|>>!|E1!@{+&QxQ3~h&f~7nmgAdYL_0I;@RJX5vAW%Y1g%e zGH2eBk0Bw5rXcS28kq;EehUt@6D&aGXJXj1xEoRNLZQ(S`xH!x9(~?VJu7Hn;kib# z1Sc>Vfl z%xRdG}x5ka%XSjYu^8a-n*}0i;xKO$a*I!RxbZ+1i9&h%w(Rsx+ zyghK9EH!_K3y+uU)AzvrQh2;WKMNw}-0*k_$gkbo++&Zse^vY=OYUJjUeWC34~`_w zIJ|qaUHpna;Q4DA_L56;p~PMP$9?Y9(b4vv%K{K8%r(h+M*`8^3zx~UJOxLa?Ud|h z84=x!10Ns%tEj~kCq~pI|e}SbF?K!?LZCS1eqariz zZ~93YmN%U5_cdD~qZh6uLx*pGV45r8{ONcc&fhqE!u@wE>=ohar-ZLU=cEhmX~NLS6*WtjNq`@!$u{r{`AvMO*)zpeu3jMiA{N6XOb zfUg-qN~x~mNNn_wLOsJN_@pB8B}<>Kkvto(N+g`lx-MtQLu|#S~NB{i%dkC=+WFm@ioJjjCxu+J|@10)|C$WrZ<&H-$ zv;M${?xHtxz5H;6T=@`#o;XTsjx%XCKLylBwiH{Nm{8Xmr>4WeF;KkJ_(|ckAoA?t zO8zk*2DEluJ$577=snR3)Fs=A)V@#ibj1{5I1=QmE@MNay?xv~*y-(1ljv~Wk$h}D z`Q~%slqCs&dOmwd5N+?cBK*|2dx#}W7daWIoKtJrKnMJYA2~@cV{$4oHVY;@pyPNy zU*PON&rkHhd!162M*w(sxWA7QNnqu9gw>oA%b&)%DH=US^l?J0K~b0)YMSNy>3M|_ zU3wX{m#PGOJV0E1nn)KB6&o9AG`~aIcBeH9lM69*EyS<79wh%BR`8G_m_nje_|RNfz76c6}+ z*!vQADz~qH^AwpSGLyN?gtPZ!%#=(~QX*rKxgt_BkC8G|Ldp=L2$eE4i4+YQL`f1U zL?pxi^eg9d&cm&K-S@rs?O&gJJ!kLr-RoI6XxDx5glMApfL_CCk(vUbF4xWP6A9ubb1+T-Uc7LVH6g3m=QM zpg!I+KC*EL?27LdyV>{x6Q8BDb)iBFWScbE3wVD1ddzNKxd3Gkc}UGt#31Qp2r>#u zg!K@|In}J})l!^x+}TC2)zq6%2l=0?gvb+fLajz}rb@GL+sK0#ZzvhEw=` zU~+r>@x!1{3rLaAc`#m;Zs-*zYnWj_Ja`m$&hE$sV^ z4@x*)GyoVTdWRhZyw&hVW%h*;!pGxT(|^y%D-8QSn)wkkbtiiFVwQ>(tguI#;N}UV;?g%iKOg_wVZytJRdY>CtUb-o-Qz{p~f5YR(T3B9x3pcLz zv*et;d&vZc56GTbs#;=)D-(~C@Z!_C^tTOg^x~wYYgj)F^dJJEH%_6CkVxqFo+ zIhP!+d~3)1y)*Q9d6_PMDz*ye#nE#(3f2pa;rDNDi>;WVp=!qQkK$v!(|g7Uhu><# zWb`nRSl;oOS-I6&nF9ti@$znbkr6LDgO~R)BX6#*w*myC&sDv8H9*mh2nNAc3AlVc zSLKIzLEv9|ZXkHS05sn7s@HFiDj4voSoon8fovAL8ju`2;Aqf)ts=SwG^lXN`m3GA zG$G29C5`6rWMS5U4{LnD*-NL^xhXnA;n%_1qa%lL{g{j&tc4=jJ;UJHo~;g@PuTZeJZ}vO*5s{=*>xMdRkj>c{aB2V zRIGew!{ z`@D39-viADA4y6(dw)3}cy#@_FB_9QRAEo4Uwjk*W5BX=$M&UAR$`#XcP|%^*pmOK zn~5K8iCi3Z)KUd3nDMUmDo}^1%Pd3U>DB|UPZ3K?ESrJ-`8Hm^`a+D${)C!`(I)Wm zDNNoi-mRee#JZ%HWvpAKK}U=8+qPRX%yQE6)spMH(x+;}tixIf0A z>thjSeP&Uvbh!ykt(p|&vf2t3kAy#R#^$ReMaTez$)JgDa~)Wa|hSntjO0Y2RmQP^0B`tKy7*hFK@zAF7i53 zejI%~>NqLqG=BePc)+!zp9e2*$N0sgYq8f)X8Bo2bY6Lijc2pvFGqYnP(wNrx;q0e zZ+5i32D=1aUcz=HBp$*c%33pqL)<&1*HWu-dYI)Kz(;;5rCJ$g^h%I2YnlU_b($htA%-xR zOUN`RED)6Gn>~iCPr%V$);0QR#Tf3|7w)4+6k%MLu|$Ho1_&FZ7~|yX2CI1p6ZT|o|Z&Q}Ye1757#-2d%AY0CdXYvuq^Mez&v~uSW8x-IL)7F&%k0CH=IDf{m^aY^a%H~Ldd59U8Zj(D#EDCogER(+XP7Y+X-!92< z5r8W>xm})&a{|7lZ?MnKi^Hk2rmZqQI>4v)K*hxbL8!zlBC~84T0V~yQolPjDv+Mf zqH^sDE3i?QnNfOL51MH?KR&?c52|!oRw}pM0}nre8+R45G0mGUE_h?B1V5CjTvHg( z0wp3#PPPue1bZn-gqpcKFqIaj+}R_C;LfaCo(Du&WgcqV{?WRp>iNk zN6oN0iXSd$aK|XUVh28y8Hb9FNI=a@t@TZQweF=%~0#^^XUMi9YMe4cwgH{4?v9#vX(}s({%}X_v z36bKk?Zl#Re}8R|aG8NGL_!ii6v>UsEk%#-O&8go6(+BMEzBDzIKnM~Sx4sU8XrTb zxu?BO<4z#3kE)BN-|-YgcT&^wxt_tOIb7)1E>(txT_d#{&gg*bC_@qIeJ_E`@;BFn z-n3(aE1ta0&^`$@ZRkv%Ol|yW`#pJZxRpkS8wNRwHZX1%11~z<upq+4?$#;*%nM^aDm6)B-^b^;KiC(3C5t*XF$ERb@Q zT?eQg8_`K^Yr;gwoXoen6$0~2hYy-?a{P4vBAN@l6xzg~p16{e(G@xHR)NRhO(j3v z?(E4nZo~m-Z`9Q8&y#=)1EWKpTj_$v_pJBUjETWW+Nwuq*P-pVLSEe1=7BOip;6^K z=3)*gs2xq8ks86>1{;%mHG+T&yCqq*%@dGoGo@RqeHvp{ZEW~(N)eJV)G|G8N6*g| znek4;*!h?{r(zwQ*U!(#|MvLvtMTS{@84A&rK5|@@cE7WT1$+BF@C>;EqJx?VT=UM z@5iTFb6Cdlc%tD)vUJ#e(M5M<9KMO?ZEbB8et+YVU*1xr`7wUnvb(5X2vfx2dmGbp zEc##I==-(D&x9r8?`vcBGk$g7LJWuZpv@QV+l|l1QaI>V*l6PA?O&G@KpBF^e~}lT zZ@DWD7zL^;;rNZ`hfS)5&XVCv-Ju%{4wzky&08G96j*%g0_0C zWl(VIOz?1%D%eAhvDWSrghMZCq+h%8V6UI8zV6j04Od6UJ=Qlc0td-nUZ>8Hh9f5y zn9*)pgX1%+*Yl0halt)maM2d6^}~0p!JFGhcVE4;8vDKPz*sVcec1P3*m!P;?F5(Y zM=H5$$}pc?I$Ne6s6f|#hbTIMmEd&$iLJRTuYgbVzUU{}&oJ4oe4Onv5^zy6gg16Ha_8|BtKks zOI3Fz9|zz|a@%@KMG_{hRJ^&%ea^*{d9$=Q=ESKvE%!Ij-?)HbL@awc$`M-BOvSI&{_s3xFNta>Y4v+(Tdkim>VpLM|DGH@j zpwU%t_VL|%fNSu$L8tEvu4X_cq;PU9v&ILpZ3pao?*3j7scRZ z=XW<#4$A>M^OlU(Yt8S8FGY6Gr@6NYP8bDi3{-flLyFhD!#(n0Sj{&A3t%QE42(vcn zb#{WHA~ahca-gLVov*6V(2b@IX2VdawjF_6|KtP2{`$M;1DLn^&$LVM@srlNw?QQz zzdy5-v~bJC%XoTq%}sZ+I`MhOfnrR^p2Sc1d>~bq9;*1`_csJ-msNg%PjKT_NX_uw zk>mJ$fcq--2OFdtM~|8*7;UQ0!JV)9Zn@es4gC3$$!BD;Px1LcRAG|-4GKvdp5@px z*YOQ_{1^M;^MOd(#mmov6*zn?&CDu;-FSH~Cs$MQ%CzI;5pJK#QQnTvAJm%C_0Oc> z@82c%9~Lna&L>u!P%wfnxBsCO;OAKt6?}Raw8~f>i@gp;y258_Lyy7sQU772}~;u+FFJ2!s%s}{%<>uQ~GLeFx(7p zPp}1V(r!cb@6Dx|=TlaTV6+VB*kN%=kfBQHPc||H%ovlC3O=CU-@|{xg1=;n6$+TF z5e$=-K=BLtc-><|qYT_0_V6&x3q5cuua=Q|P!?{Jp1iHQ!~qDGO4KN%_$#1z$}Rzg4jZ7V}*xgYO6V&X>N&zc=bf{lNX* znvX*(Ibr&fO9(N@K*rANm0tXtz@vQop)jr+;C%O+ zmmQ+n7?w=ZmZ5ZcIIJ)ka;OtMzWtgK`l(Kq!R3x2OPa9H<;=?cqep7xckxfXnIX?* zhj_&nCEzN5jn+eW7#y;n@;BujMfvCRgpGpPoXk)KaI5Dih@tw|-VnJ#*HsdpYj<*M zyo24Z(IG!CeMJDCDNAdRxT*#CiskEa@~Ah&GsGW z`B{16qYT~6Y*0Un^1iMddVUs_pbF_6kcCUx-}nZfH~jAWti^XkE6YwE7F1!3FDat! z_p9^qzdio^=^wF25|$0pt_4YKUxXXCJ2O^K4S#%v8V9qju1&^Y+_;Guho7yVJ=VRF z*Ri&g#nF4K-fYTM!Iu{n4v#$JYQ*ucc-D2O6v*T7vwUWcJx?;Dx(su1^j8bK-bp>j z%WFiHi9t5u?{E3i4xfJsS&;O246x$b6Vp%fd=T0=iO=UmwrgEj-zkH`pW_BS-f!^N zX{x#R-{iNz(~0>FkK7qQ*|7w=Gg+^NXXJsfxbT+a_lH3Z?_Gg)3FNqb&-M@crOLUo zFM?$xVN@L(Wl{8?`?}9bD-@vKW+tVi5i>BgR#kVr^Iw+@;1=# z;_{9BcpCFoH)_Q_XC+uOloBAsx)Q}t*2aA}#hDhe^pG(=s#XL!q-K}KPJaNOe2Pyc zewsnex9j7*m6h2!AoZ5hmVt+sq4>QQ;$&K6ECV06${ZPTUkN6ikKT9vBnQ`iP*0Q& za{>l!LC#9)H^5~Z%ypH%Y)pBYnY^)t9Mm(v@*r3oov*A*A#1Uyz0X#I%I2UG%{Q^XB}XM<#gK2hlTb}ZC`*Ypq@lrbGz)ZL7p zZ=EsRkM|ssg-6R{ZFFbQ`M`nuuNFkTZ34)}(g8cM0!*S7L;S>UdDuG5D3gkPzJ*v` zZ?ekDQ>RN{W8DJ9XHGw#4`@kU+SAX*1AmDIy(-g&R zpd382uaLPIv&{6E+A9HhxIT>BK7ktDzs(Wx?S4L|U~VUQ(2m%j-*2N&VQf5Kvk0Ej zsK*@nqyUxlvZDm0@i!q95H=23^rUQnK-f=ozHbT z?jRA;V}ly9CGL!U=zMkLq^ZWhJM8r)wT5hl5dH7w1Lkg7la0#qkjee-UE2Y4zWOI# z5|3EI^6#GS@X{}oJY~HYH}7WOTF-T@?E`8Y%xdLKh*iLyd=4Cbwtn`=kxT+#_~YZh zVwXD$D=&UO=ELdB6g=fkIQ~<*_o;4}&YutLyR-7r`19%he;4p$xa7Lq{<2LEP90cs%N8g%qp-yrZQSZOJ8d>9pf)nyw>X+1a~e@$ws ztCI{)PqX~4SG69wyGjK1E!xf#&!7bwo|_a*(#b-tgIODn8rY-ox*V%aU7N(A>e>Cn zrLUAx^jW_D?eS$~8~M}WD)@F|OLQUK&p!|Q-=252UBn`*?j6*o*e70(Yjp9QLG`c5 zwZmUunH;8v=IZTxM+3^;DAUftK@byGl6kLY2&MlndKyyGAP$HWNe4O4p!I(?s)spc zMhLoi7dt3DLO`#Fi|Vn}=&)Hvo=<7@Z zMIYUicL^W|t!jl6i#WEx@PgJQn`1a zm9n=)lV$+bKb>7kq4a`FAya~{e!J^hl)T2&nhq1<^pNYVkO5y03vlax^n^1=3TnKe z+pv&nGYWtIV1+50fgs$lM^;Lfe>sXiEBB8cOA?*$JasFF4sQENPn871*mb+=6spJ| zqj=Vkw=Okk>Am_!X!8(=nZ?so1jaII z^>1O-0z;!5&2ikaaO+Lh1;g9W^K-M0fXwz0aag*;!zf)IozMPgzh-g7{z*Lk{;$WM z|KIxOqL5>JRgDyvzZ{O^G0IXKn0Fj(Y&q3*+MET4pY@B`V~|5yjE1E!j($%1OmRXL z@&3jvnuJ8-QQ`^;X5#BzcslW~YnCj$;?`t1{uPY6stLOWiR8uSU%`|sS`{kUariI% z@O01p8G-gbczIjX#$@j8BbFDBj~Aseh}<;){W^qJpaIU6pTMGl7lAZjGee zAHjZid6#{5IQsfXU7*oR{tevFB1A9yNC+kZ z5Ksr`c-fXC5RO?Z3i%#v7JGS29>tH?-rp-fQE&(ev#x>)^sfp%InepQtr~_TI-4Po zdsTjA;mEJ&1HEVXYVwR_p<7pL)%H8+`Sy_B>2ftn31~~-Us7m{w&(ZyLrf>0kER&9 z3luF$;V5k?(#T2yxOA@b?Qj?d%NB3*X@TKN8PFUxuuvYj4THl#FCoEzP z3c=9VyQ+e95kL{#Go!q18Kmyw7Thkq0cD?=^SiE-D~Z7vw?6vCo6z|tvHagFCxE<)i#2+@Z{yuB?{2)uo7+Ag{>(3E4g9`k=N4D zx5vLi=?wb%;`jPPOiy1L61l+h91LCia;?mcU|7K`%A}o620bO6Row=tfb0IQ`Y`W7 z@G&jE#F-oIpG^fW%r;IO@XYOF(wD8!`2e7Jw{Kcs1R6c1ysJm8h5a7gp=_@S8Th1{ z+$(S?+CR4mu_^~-i9<0B2RWmZzdv97lMfJjz`uRHO+3FGIw|k7{{RIpUJBCGW8$8^ zM~#!&UZz@@+c%rzzXvs2KYM&8Zku*w_fj0cLz$S3E3ntYXX(Vp(Wbj~n&tTWcZli4 zWgG9Eryfn?^MRPUGLq?aLqzi893uE@*cu_fZI?GN32nn%v*A6mFIym-m_(>9G2V8Quo>{7H#Ail94#4c9^bi^>EQ0a-~Z+MpPjDW#sII47I22yvjCcE?%sq&wIGA)t&<`}56V9K_^*X& zX-Y`E!Hfwhbd_H0HdM?NtCrl+|ZMnKWtk+2{eIDGnfNGVKwG!pmJ7#^ zHA1J{~^ee47NeT83;_&~}<`0I&bWmek;o$=ofCFbWDPwMEeMJz9#-y|pXlFKqoaJOc9w<8M& z$fLKqPUhbVauO1QdY#exv&Aax+qq{*;Q1Xz&Rh#wh~y+884WEcKVrcT1(YF2EcSZ% zjVj(S7$E_7DAzwEn?_$BIoWYMi*6S;9Dm%+(J+C&pQ7f-Du&L1g|No=Vlc%FDe0WR$cfYQYlVwp~qJt)iHA!z-7lObo zYNL+Y*RkIz?*}`2{^#?7=#Asui}rHBM_27l4;26X`M{If{v&(*Xkg^_uoPz@TA-d; zcE>8F3G_w#>a@zDufLIL!F7#i>gtA|So(;2p0}oWn(+PRVt`1s76i?En ziNc4guBtzAvP0ot0JV1^C)i=}Q+1IWtN2j#|ITXoRtjnSd%8`TAYU?LBXnK_hGH}M zw6$M@fT)S_wZ79R|Mb`#zW38kMi>=6ULrGszW>W!bmQ=_Rm}P@ebP^r$AM^nV}ddIv=>Oi!M_76c-eH7^E;2tOO41K2??z zB?52d?C=|$vO)E45!19)N+LV-)DYg)2>*Wj{qFJdckiDD&$eg|PexpPRj^8Gc{1+NW|1q<3S6jSha_|KFXf zWE#(;h4K##%!o{ScQ`auqujB$?n51hTVQ&j7)u4eP(v2d_n+1Qle?bazc^!}ihR~UFDtGh#GCyK@4GIfvcU~F;RI=x5 zR5QMBzi2LgVV05w@ce@~hgT!NK7Ot>?N33Le*(o$^4>KO==Bt_ygyt1+4)(gW)0~x z?ELJC7}87e{`&lUI?T3GvYi0+3d-^t=E%CwzRfQtIU!}Y@G^%ZgdC2=6e2ad4zCA*j z*weU_9$qY{Wm@FS{N3{t>+5^vy{jcQ-Vh%LcQ>SPzX0FQcdEB`5A3j^gXbgPup3wW z`h0793c-%tG6cp|vYPcG&IEtEWIGnK>i>;73XVzObE zDgzX5`ndG!yT9LlKij`Q`M}S4=>PP3yG$*aF-B(mhsX5?KT8Ld5d8I%pX&`89p%Zh z!0Ij&QG7+?W@|E%y7!E)AeMLj_-<@6m2otISl;>ZU(Pc>otE7t!wEgtKksvnk^f0OpwA;P!_uEZLkbICuzRf(MBlH2Zt>SO{BPeJ zZEEI#M^2G{P+x<79^3CjNXzCDWFU9xk`)wg?TUM|0odmmbz0I{&{qz0XG{zx6k+KN#a^K0h z_WalHhe=+apSjwK0qUO}j$QT&{k|BqNB_^(T=GjvKDnO_mX+}@vrhf>e8A=ojo%K{ zNpR-K!Ojakzu)-#lMnpQ`Xe#-g;&M%D(Q&tHzh{>cv*llfc1ST@%^yhYfl`1=Pyt6 z7N0j|AeMK2{FgJ&Pmg%sEGr*6MHIJ*@p$>ql$XA^dSe6}5vJj|HZ$>$uQ%|L{r~an za*j?C)x!6Hm94jDeJT3+?|)hg6~6g9uB?9#KC*falDLiicK-3Z`+qOln4qWVIIuoz za(k`X_pcZJ)Bg6e=Rc~GuENJP1h$n=P8F_1KfnF6{QhnDxYv_jG#w*g{VS`Lyvm>c zjK6=IfxaWp?>@g61eP;xVHzUJH@>5ke~@fCA*5a=O#Hn};{52JD?cz}W{a2^2bHA4 z%vurOzaR2{Ta~MX4DClHM}ff0yjShy==YocZ_D#{pYL}cukQPidn&5K;Lgy7^LOjf z&#V94`uyMKC$dV@y_{qS+~-x=znA&<%LfEa%LU@kjsPbvr!{pqe!unF?>_#1_x`cV zW^GpxoA^JI4`4sx64T~3N+j<;7yrM^m&E7)-=0PPobQhY{%GKj2L5Q^j|To|;Ex9W zXyA_q{%GKj2L5Q^j|To|;Ex9WXy8XRaPWfQ7ih9?vOV@czwl)HSPCaQSGQyr3h}+k zh9p7BVlLFiE;Pn2w2>}!#x4t77Gmqg3`q>hu>X@7E;1xpMMWA*rKe|aZ)uqv%jxW_ zr)Rs>%~sA+LD6=rudS@@EQx)VG+(_8A)eM!Q+Kv4x0e@|t(GO0otB)XEf(qa4QC!4 z)l>05bXh_=QS1Lu<#2KlQRTkhRtDFW+*C_DIhM@A0{h1t`-jR((!kNz2m8bN>kn#e zS9=d1k8Rj0XJ=ikmasoQckJ^I3hOTit1s2g&R@!uzP|sdAlI|9!h*EzeC?8BS-z;k z*3;F^(a+P?!D9!OrSPmuiM34#6PSe&Xnr0HffWcb>^O@M){ElwkG2jWQXGez%Tk0` zBCZ5h`%5H&1^*KHAD*+;Bt$N>upp{1C#qoiVrxPa%NM&7RWghF{ zfI_ptx$K8V&1FFxY7wywaTL65=CvXYEBPaK#G#2e&t=K^uyfgRKI~l9#9^6m_QY4= zEQ+gQBd{sHn!u{KYVNOg)i*aYvGexz*kE~`DhifwDNS?b9(Rm0R;fIwsSZ6j_1tXi0C|o zp7TRZ2tDVAnh<)<+)X}v&O8*X=gdu+^_+RAUp;3Y>Q~P(lGWL4=Vs#V=;Z3{y3P5! zbI#oOc|7MkU_#HC8~lyu%ncy2D52-f-Q+u-Gj}7R^ALK@4>ck5oF8gJ=s9yY`RqCK zP_UjeH)Ymy=AnM|oVlrszIu+Mo8x9*Z;x%Zt`1+lMtnB%pdu9-i%VJvqtssj3B3gk zsHA?4r4DZ|;p94UsZ#;knuWfv#@L%Z~55uc(PEF&1MEnT#JTHt; z%k#nrb&Q8G&1&?^u7;myax89|L8}xG;+sdOb0CP6ibt@1qg8yZ$X}`zkHhay%&k{E zl87UbV&}yXX?9*5k!tZcdaU<;-7Wg8S9E~vmWaRbJZ`NXBXnL zl^1_?i#gkU^$y}y=3jfqTXYZJ^9_t-*)z5mzoV2grF(>V-cMz{6|Jpm|LeJwJe+eb@j=7-U zc*k7izx0l|8hpn)=4wK84nptvfd+)$@dFJAy<@HhpS@$wdaQTMRX^(;bJD(g$6Pe_ zuio+P3iGpPh|b0dR8%2G;!+60h%zsX&?AUpocKsWOu{b{=ZGT2VEksloDqZ=PQ;tg z1HJ<$wElO%gq9};Gh?les>52GxQ=~}9fQwSWB+PtV*KnHb9UwV89V&8|(qtXDsyaQQcCG~zMytWD4NG8n0 z!dwy|^QewYFk^P?V=4PGNY7*Y@Z1OqU_2C*x;Cu{*57vB*5F(ReBA|dmT#|wE|%IK z&X#rqwbqxi#``BR2{)23?@aR`-?b}gQR*dt+uD6c@Wzwr zmqJ4k>ainAoZAhN4S`U+Vj#xLNGHSC>t zORb=7!%Cl?-c#^s*xJ5jGXubEQI@i`*C#l#zAd>saTAn&alBqncLZ`Nu)TG)_xjHV zo}O`$X?!;0=VLQ}LZ|%6Ft|X^`P`aI(STKCiR2EeAjmSpDz9YY3HH!DnUc>8hIZHV z4AdeIfrrKqvn;R0!cV?2PcQUl0dap9VWqTXkbkt;yp5V1^xNGQu`(-yIsL9TB2(&t zj%2l9jAkY5Oz$<839sgrU7g|T6fbG13&E7d4a&=_Tz z9})x&cRlM(IJXV#yQ*2P`Y;$K-}68H#PJ|#Ek730z#Ru|`f@FA?#KcnGe(UKw9DXW z^8LKhbfjRk>v4j7MiF$p9aXkqMF-=`mH8n??3uc*eevN=&8K&X3`LOY-K_kO}-NmO6qBoI0%rUsznDfX(J$` zQoK*T-eIsQu{r4|5(MS$g_kvx1pu1+uPF*kf}wlayY3@tCqSl$>!JShvGB5A+7?B- ze6S(%R!jKVWzZqr{!)4jBN(i`rq|qG3`KMc%zbQH0Dt$f1HD#NaM4A(>$H!C!F#Tn zo4E^RV0%&C+6xP~Kwm@TQhT<17$8O4al*427=$gOyvV2t6EbXSh8z?C#h`R@>YF%3 z|M(sb=ax0d!4-AKyKXokAD1#OuH0jetX;HTG$TF?X@7S>KK9KzWXaO~6t=4Vh`Yk} zh#V&)ME}hpWcS`MD0S4nB1}6HIOum(tj!35`z?$gHi2#6<6h}{@qu7CCQr{gwDcfQ zwB#&lT@nW^c6gBFGD~I>*om!}gm~Sny;W!+MH1Mv^Ur}I) zq}{g{^YY(`jAY*_S6l#*fBXFYtMmEq-aq+((?T5Wp|}qNwkSqYH7W(-%Ev>j$7IKM zuJvLS!uBk=e9F^uz~MH>EHf{a%RC&_cB!Tv?jr*t*Ns!MO6P zbyWp7bMf+Onm-WgjK`nfV^gV%rAiSFzX}Qcq_VgYR}Ll-wTj+=#}_dyFZCqL!_leC zxpX$k;pH8EGA7<)90uzKq(YxYL;&9ovXuA7f}qrbd**x_-GTG1J3;Fi_P`H5&mX0L zgW&w(fy?8{aWKqCAW`#8;`OML|`ui0rH*IQ=FYe&_(j`;&(}P-~&gA zmsw#YoS14@D3aO@wtFsqy^&NJu3onM-iuwIF!3b!ME4}-LEdF`ZoTd$K<-ebddDFR zn9YTGTXEk`!W=fvv_;j zq0JCcB{$eNy>}OD}VgYr|T)j@D+70uASWpVKBrMtNutXbf3yhiOy%VqHKO^H4xby8rjnaIUA zQUuGZ-l`ZssRP~Q;$;aJDGR?bvlpqkv+9JZ?=&+AwmnU3nwXS zA~KEcwEEeh$etS3r(V|#k>?hTcgR9^BDJFyrV1huA)!m3@G=jBMNfzNj5#7f$@`3B z4cL5jBYBo0a&jB6mdbOps0@Z_cN&g1Z9WM0rHeH(55&TfRm}|ov{~R#WS5`~-!k}$ zF3_SvhZKnS_L$v1SOgaqza6ehtOE*hAp%xmmGJe1+Y{2^Zm{L~n+wtdQcyotWSBR5 z5>r!ud8LnH9^?@(ymC&t1k^2=c@*uZ0gd-c$3AD501>;)=!2fbBU`)5n0RmLBMTV| zR86xTkrhb{uc-1g5Xt&gdf~~Th?7yMl1z&s(y`&b?vDJOh~%q!v)wNsqJPnCkz7P5 zRNH&R!QgNVV9P6H^YsaWm?M`?r3HC`CnhuQtIr0*#F*Odbu+1;X3|1Zds{5b^2;^u zoX!T3UJESJM3%vnz)33&eF`8PNWVuXt`Lgdl<;W2Sr1lANx3h1RsqM2HVmeA^?-XD zww#mXIIJK)uXF=jn-HsOy(OLGmOS z2qcxQK%T`y?J$vJiPf3l?0N8xu0a|)3JF)S=aYbgm$p58W?uxa#I-u@ldJ>z0gD^n zYE{C-kc;9Mox8#Q7b{2|pG!ej+6An);Us3ojZ=p^vH5QE22P(4>JktK)^us9Yd{}y zrL+fR;()iMj^bfOJaR14b-GnS9|@k^z4%p;BT`qRbkXsQ26EK5O*_^-6rpSjci*UC zh)~N8W~S@zMEvV^fM9IC^t;ES-@Sj6A!a>wz4-WbxzOA!KN%liA1rL0tgzmLi!X*( z*hAl)io=yjOHOPkxVsEjwtk*SpI=>!E9>mP-jxwvg)8Trdv?b*9v`2NTE+x7?Ajs|V{scbIvF$d?+OMA$v1Y3h0_NHD5*}@WM(i z%7tgdz=ouy^jxn$AtGtr^|pHzHL9jsy&vf(BPCvKrde-H5a9V}^m&F8B364d1~4!LaV zUOom#He*6KuxnV!t#zCQeQof9vo|MH?jEE#mfd#g1O^uL1o4v`eGWB> z_pUEFyatj+JZKxWEQCF4X^lR1y#=R5_gD$hks@N9n-zo%93jn3`fCj%}}mktX@ie#7S@-}1=Y{@25x6G=qs;MN$RW^}@)WBo2zO}>hOp3xHsnrzk=IycrmB#;1y>|D9`pUVM!W6{A|4@ts+iM+R`BuIhZ5z01>jv{C*aWZ4= zp)26b$@>vPYpP)H<|u_VEw2ENV=i^0rW`!`@cxI4PD;>{T1;w~kPolrncXitb_RIu z=`wx40f9@(7IZ#kkOV6Im-inwPDW@C^d-LYGeh!P+0{A9oDhq_08%v-ZA5REz=GV+ zFoeW?e_4sXF%lhY$Dr}XABq2X-{yLo2BLM=Cv;s&7`#aNp^Yjp61+>zvRk9O3z}xU zFrwFV2e+<>FVMUl0!#ddoYw400mE$^)6WmZ!(;Cbyjx|M4LZgU{RSgR7`1kxUUcC! z<}hvR=x}}!d~xYE4A-?C}fbC1HrKZmgzemm#v{)?41A+yMxyhxeQ1XAq=r<@EC_Z^Iz9^~qhy z=cB+zWv?x^?{-1Pj4B;b-~n1^4!nK2Y9Aamu~teIPXiY|EL9IIjfaX7tB-OIWCO1n z=FY|)k}#OW&g%ZQ8H{A>h+GFnF%-OVsB_G!9<)xd-Z$G)1?3M9S!bH}0Qvy`@h~zu zxc++l#f^OA;N1rYXU50*@HKsp_~L?6P|l=25wRbE39L6&kBy6g!85wonbs#GhXlMH zFW+j4#JkH0Gt@gF?K{SS3aJ*NodIIIw0ImbRk3LbEI3|!4EhJ~X8udkfC1J)zfo;3zlu$XI< zt&ZmY=+ErTjbwesL} zl0U|$_W(jUV^ek6#1s{_Jdketu%tBV+#Pss?>gd->KFA=6IU60TmTO$>h z9EkWHT~f<<%N)Vz$=M6^g~7``FC$ZhqQKQ){ia*VyI@m}z#`sucM!Ef!)J(mAAI5R zc+HxT6mW#mqC2HO9xBzW*a}-#&?){qC1FSq?2-3whuB5 zUsN6NN&{{(*}R$C<6*tY^4Ay7X90F4&w$dClCWZxMF%El8pCB{aFtcH7`omJYO5Bn z2g}V7$zatg_}0~Q!r-Z(Eu_O1QQ&f)XY$)~yC6lASgN+z zHh?+Q$X(5{4=(4)Ikb{16}*k0Jb0Zn0Y2C+FI(N14TK&p?QXgw35y+~lEm-LV1&8zVh6#(FQ@VQ81A`I2sIzfZkUc^%JV&z!OoxLK8#*}{|33VVkqkMgev(;!fvNxw z({K&fWS4@@)HAedXAl_Iu@DhhDh}-F43A}OPex8`wC0Oa+8vb11k4TO3{{DxCk!r;*hOSmo@M*)Mk zj$w)7yP$-8=7psh?tqLUe9!K@5O~gfpx{MO3OJm*hxPI8ct|EhHgTyc8yEy{9m+|T zg#Ob>l#InQ7?tM2q{P=n@Sdis>d?}9pmAGL+EBI%D$IN$zkK&42y)t`d!|el^0j|z zwre8;*O`ip8guiZBCFi16x~uF+_m8F_D}@!$lq{v?iK@Nd#_eBs3#+Ii+z30ahf9D zF(PF-flkPhv$+QCcACiUu>|eX?l5GALp0_@yby5GR|d0LaJLotnq#1uW~wp{!8|L~_J5Hu|Q4t&%~@_J+nn;})u> zp|Rtj1Ch67%9nuAk<~GqQb|Dlj8VJeR3TJelTT&0>Ix7rd6khQRt3ox^De1f@EVBL zXYf7EmVpJVYxcf6MFzqxP1cjr;miGeGZw+u_Se8t{aY)|u2H8L(B|!`3uB z8989Jc0tA?3nZylD<#v^87T>B5@ur2LsHZH_F0UEBF^5~ukR)rBO64fch!E{i9GRa z?amd^M08CPBd^wnLAlo!>z(gMg4zlWT0JLhKG>qDR2bn7t}WkwBexx!PcX0Ne|aUWHC$K5G6y_TD@ktFLVzH)JNs6lI8# zkTG+uwMvD>3%}H)+YwfP`Q+#%N@E1;#L4---rxjr?}vXo3nrpWMu#U$ zJ!)t{N;qD^A9Md6;G2)IOC#JrKgTueLXhAp1J2klMbwl0ee@^CeN;NL)!5noe|r1h zJzo4z{Rz7W+Mt=6p~w1DIdky~fhIP-pTw+tDLFal*xvg4OvzpMm}5L}50C998#ew; zgtR_vF_#_NC+vysgPa?WarP@seU{6D$9OYeYTZQp)%{D{Nq?Ufg^7GoE&e0d@|;>VYhA&xPbe8XoKs0Fm&s?`r+$nDv*gc6vc^+gVYA4&v1(Jz_aNW z6ZlK~(3X!ncWdPYU~wQm_uHx*>V-J1qAwj_{ZoTd;e!@PnFa?|PpyDh?L=JR9s$@k zAK}mChzs~`-gRQKEQMvs#69VO)qwx`6_T+RQqa<`c`ej}8$>f{r}J_AMq_(ccb$N+ zl$O~Jiy>_~s!e(AOCO?(geME{FKW6VTWe=qW=~~Aat@#0$1xF=yrCYfYu7`Y8KW|U z+X3kQe8!Fbt8!>1Pa7!Gy}rhm1%6{RORW9WCjM#6s)SY@*G0(=fg# zB#`5^C*)@k<`f2irB+0K2bd>?9`!Wv!{z#){?!jofDdvyJZ)m-P%{0-t#!K&;C`pNMC?)ve66xq zamDjHV0apxdNoY|9w?H(TcW`Q7mc5}W}U|TeyDH1o20G=-H)@P^?anDZ*kGbOH*7x z;aWi<=j2mlyhdu-#;%Ln^$wVd1YOY9sH4Fqo-zVIv*>SYCL%;rryhc$V^A#$*x#$n`W|xC&xmjqrDWR4p@$k&OvgOcT@b!S9}xs9$mFG``KWv%5|TG;yi2K% z3}mxEuYL|dRr_*3g}vmEqKIRCQ$`qk@{;JnHL+)4{svXVXb@)pPv&Cscg+CcTOzSX z6ch|S%#@|le-whINgjb2g*aHe{qqV(P&v3B8~6JHH9uU#xl+Y$PYSY(ysrOvTn-Is zNF;~#hQSzxeifJSYp95SGJ)>!5bR7iv|GFpgeqT!LDdaL5D!6JJu`w z6A@3e5MfNHHM&s|B4ckFh+9+Cv>fV>11+3Oo#2tugxFGP3v~aA8{%!S0x~99Wa1YDU{i5`MM^d>a_E10|Nfu$=l|Q==XpKoU?d7V zes6wvS_$|6$qz`eQf|GsjrAwWWQ%%+&c+@4C*9h8Wn}jJ$M^+NC$-T_tpDRqmPgJl z@#@%4UvxQ-s}wtaKP#+H=$D5b?>kFOy?prvJAP+;GP|0Y^7LPN_K&7bWE#b-VB(Yi z{Qu99npIFWbMWB)hEk)=v#OEdtw zKKmm48uNQ!@jutv>k% zK429)xo+~P943{yL`mUv0v?N5|MBb=C|^#=(YyB@v@JnC1e9KGJKs3F=4#(RGU_Z$kHEQ66qZ9OvCo2(!=0EigoZ z%FeGgzRUq|<-JbqS6WvvuQKE8`X?Cn=6}?R;!Oko9OgHyO5>oA>eA=p?L5#$Uh}z@ zMgW#d-3OFI{tJnWa0Op-k z8#C_31u(uXS-rj#mN?#Va^9*2OhYk~Sz}Vrbi6?7@FzFer1P1i)ksIh$;CS>%eu&w zM?l2Z(*^asKWlS;MHv-6%)xI9OGI}q?G4v(^^v;3$ut(SKtyH!iQdau4n>j61!Uh2 zg~Zbiugj&Q04|}2P$XFZESzi)wc~UJ=c($x_m2m|PmRN?5?9l}YF%x)LV6rr(jDj* zI-3uE-4f!ch~bAfgK($&l}`Y{(u#pKn{w!^6cn0pvJ=#|ZrL_iv_RgEqdo;ESHKu; zt!96W09;OBq*lC&3$}c>j}#nAp#WuO$Bp`GAmASKDDJHkd>dyYp}&mDTysCU=17Lo zTbY}!jf1+VkmAjsR&5s~)ml2yLau@|EsV=k*iO0^N|i zVwxU0rx>V{FcW}sp8f1#BKtqR{qG(x{-^##_!Vw}zuQ>-`Y~?fU9F4F4;UFGOYIxR z>TwUdv@Y8wR=*~m5|nN|!0P9nLrJP?+KOZS>dk)yeWwy8d_cS%UX$w12?RRpUNu*!R~Y)yYq6MAk_0FXGD7xjEeUW z&mYYOZt5p0TNdLXCuzE3%bfzCC|Wp&GjXaoFOG5Kn2CIYx*gsfek3o8Hrgao*qL)?U5$@tf=(0KCvJoLaVvPts zm9=^Z#osZH9cm;&;etJ{W%JK4%*1K9^tC%=GHtPlFPnn}(y>H1UMkS_cf#!6>1_zY zk~Loq*uuUI7E$K2tx!f>!0-MYT&RDpD85pa0%h>?DA4%3LGCAlr>NIS(LhY$R1-zu zzwTSC#=*aymw!q((;1O9?r5kQrCLC*nE)<*uT|T)9R$U?HMWXAEG0A=2#7P`+P2~RF^BFC4cXAQO=|dFU*GM2EQHTR`THbVNTtU#KE}1rN*8{A* zNqzh~CJGWg5<6F(lnpou1p`5QJglvMBOXCi0McNSoow<|C}5~t9kWFQp6gi`TnVUy zTNRlCb>;)0G*QpO5YxVV@*9IPS2n;$-Jr!oela-7FtdmDi9pjQclIA*)vzG`o5<;+ zCZNEYJ$6-A7G|uOHwXFf0S*;ksiYUV=$^<#jGv1s!Y^?km^ku6nPp3oua$IA?JF70 zdG8z)KkCJ_vTB8_`fI@YiQWHhCrqebXMZ=3$10kI9@qos$TzXM42=aLM zW701@!S|q3)eJ^aP`l*syR$#Cfs4_c+2_CU@YT8dGP|G<|!q+qha-WZ_B!7DaekcVH5R>hZYxLw8Jigl4r zy%H^8zJznmWwsjbYd>>}$^>+!>OQhkqxV^{j=Ow{d)~uM3WG=dO=VoLUy%V|| z#Fh}P?Tx~g&-G6gS)=ruSNdr*b5P?jME2XG(J5j`{tff& zal#9L!V2lyMN(mS$Ukg6vrG&)9e!?3uGGQZ9!lxdGU_ zOshw-#NejT#rugp#Nf$t5p!B{H57VmMjZ648FV=haJH7o!fLI7-6sb8AkuRsuwgM5 zeI|c9%Jbe7HH!~k9=Pd^xCis|vPN}~DTRxfZ)OgvRbjiNB5RFC2k*#w$i$#C`CFbT z=9=h#djI~P_UHfG+sEWvH>`sbb*%S{K4vsuF!_f6*6;Gn=kW!%B9Cz?uFsNjaQrbI zPj&Zjl)ZY4KPQx!{T--1#&M*8kyv11(Uzk9`Ptm+u|-HB(!36?p= zSMD`E9`elnm!AE@>4}xgG;pL8 zWVt(4fSFHrGo3EJ3c0U)25-j`f#&K!1HOeisIpw;L{2&g<~1FgUk$fI!tC9)nqrI| zWmcrivx`9ssjF{pDHDONot6R{n`&64bi(XjO%qtw<{FqLl7nV2pzgT>KiGdaS?aMRXtceNM4>qqJ|Ylk2YOAc?64zOkVkB#^XBktt=3OywAgE{kFEYqv&% zHCZ%Kx96=N60*^-?bQi+!{In^Mvs4k-zf-+JZINaP4Wa%S~g>5yHPOa9Aotz>KyPz zPv$6+Gy!U^4mI1g767&^yGF~?!Z1^X{n0xz5-_2`($#`r56k|{OUyJ5g6EX8UST8c z@ExUc(}Rr-pwJ+uMx7`IJ0pWNrJIStaClMrgMw;Et=o5?GSv*M;nMBpT3KkcYnnvv z!VhR2vsw)ga}j-g$XBmJQ)Et2g;^@*jjAOI`GSdb5lfxsm#XJE=UgZHu%=+X#qa<76?3X23V_zLS>N$BoRF%K#-S{6ZBWXzV$tu zgT@xHXAt6JM#To`uq%Rx-`Qd4aQR!A{Dd4vEz2BqdF{q{Qhe|r1hJzo4z{RvN&XH;Gr z(Z_m`EU5m|zYwcmk?L~>65)@qb_!j+K!t>3Y|$t1kUUuU7+)aeo_)B0%^y6VukB;Y z>NvJ9F?Zmu7h(0*q4UxGRIZw1du4PNX>hgNF{Vw7iFOfseyq32eg!GyrdYlu*AjYJ zgRy*DXM|hC5!Qa!xp#>F0+w%4gk;w7+rFGj+Y#w3tHY1E{*zFXSuRueFTqT$I zaeV>NfIiC?SiME;FYYaV!|LrnKEeNcG(EagRkaciebPA3GTp$emnale=aY$qO_Z}o z443@CrF!FHI@UP2{p+@|ti%f-esO(ybuI<=C>}BQwv~a6AIR0uSOoHv5D7%2kb&V@ zBX>QTHW-g`)ecKOfI?m|rNP0NsmV$c-UK#fnbqq_w6YtMY{+T8Nc0{z-g&1DL z7wLn2&30WtR@u!(4o4Z98q(??jfep4`$GGgEWc3L#k-!x6oOJ}@yTvRM|nuvlR0YI z%M3+)y-(nx;(<1f_LuRDG>}*n)lhCi3i>TooOEX17!`&*8PM)XLBfB$6)TNzqsHk& zBiC(Rlt8*{A{EY!9`lIA@rE72f;v|1(a%rdhpL&{xAQYFA)Ui!^6gz1W_|Jyhi?^j z@Sk@Me6J1tcu%$^vTVb>#l|kLWn0WT3Y~q^``vJS!vCDWC@H*7EY?_2Nrh^eY^OzK zz2M24-BJlZ$dRq;PlKc0|B5?hrR|}A?!iB0n%8_B15pCxA6!fh_Dcn>f0pTq7$PC1 z{7VnkRDTdG#`N~;`8envbRYNp$wC0u4g2iYQsBO>7bBT$1+aP8XJuO_0)H%YKXF+) z32>D8{hWs0z~1JR!by%vaQcy5__p@|OmpDbd2r(|sHnDhZ_RrR3JHdUvFD!zzgU9L zQXjQK7q2R}Ny#2SD|QJ!RZ)h9_evw)&WnN2AnRO;KY56Z-?w{T9Fzdeb1Llon zkoS&XmXS6RDy^o;WxVzUKlPuw(f-Bk#h`;D*7rFdTycz$a&Aq5YRjx4ttMq4Lng4R z@`4ET$Z$EKL`ep?I4a81X5PT9@de|V%b4d&nCMVgc>ul({%9m`dH~$+1X%KfOTxG5 zcrW>t$-qw!5L!Fh3e9OKyPTFf!B4g1-zHT`P={~y$i!F#7&n~>r5?^h8WMM2338jE zq$9C6ix)hQh@)U=B((!ON5$e98{WgJo#0)063HDW$%(cfwaAM zJ7aUoK@evFkDrMMq_(#?@AiWX^{*3iKb3%PEULQw|iIlBr*qJ)aq^rt;!*w z#;a{Q61)b7F2xn!#iIb!!^`33EU)3Zq{tVsi7xP-ls7-*lrkhD`Q$I6Dhg(ukFH1I z=Oae>*6I2MGgKiJLQv%Df%NtVB8Wvb(Kz`drW(f-l=%D>Sr?uOy0d1`^(-v~bu7ec zz74;PR(nHDrRU>evHYjTBJmf%)SN(>!ZHdno#wV;pLh(`1m5j3AI8C4daIe$=sM83 z-7!}wlmc&WK4YU;YXQ4N^^!I6Vz4lUcO&%^E6~t6$J=+<2G?rBKL_(J0R1zv;i`c{ zaPtSxZFU0+Sjv_mdi$q1d~C~MhTBaC{-`9|5}$bkNAEEK7J&~SqsHN8j)am1q*;PIqK*|7bzxs|kt>yl^>NE(PT-txk+C+Mvi3lPf4Pj*gEWx-EO~h9%M?U1 z*{k`O!34>i-E=kioPrh){#Ftt-bVk^`}hB}KmXs}zUE}e#2bnoj~_HOFB-{29P2%$ zNvg%gyx3zrx>-?r?=bloYuk>ghoxZspUSvF@gs#d$M$Jr|3`LQ?~d{5*B>8y`b!?; zl%IG`T+G<{ji~Bq(bpY{$M(p`bZN;%Im4kK9SI`o_;rw#}D{!%iAho)`M9@ z$Q|I-<%3(N1SgahQ()(vTf=mnWnhj*x_o&>7)tJqv!ClG0n44Hr_NZk!KV@$w-Xg7 zK#6~cvd!`UH1EPQ{>FU>6wmazr#+X1qr!sjQ)6UcAb6%{OX4-m6RbTE;M4_PkGv7_ z3sHiXgHwMAEeQip$4hB-nEtx*?H9fl88hVCP^T8_=79+8>Tf=JsDW~|cks{cr=S`~ z&Kop$O%VG>TZZ!YDTvtC{;MV9ZIt#*H?D~?0SYGF^5M)(0R!Z3LSkJb;pd>Bik(&K=dQsg(_MM^-sE6^Pvh(1&DT)p zlshHcRu}j_#7jM|tPEd!_*CF4i2_?Tx?&REe583tIZUL}4CP+A$}M%*1F`vu$M)xI zpa}hr`Mio0gvVv2n9gT{?meFxeLS0j?lwIb3N5^iE>|30DEkl(M<_jCsFtPxz`*mq zMlcda>Jup~I{1N6hxztvC*z>Z+jF@gx-Y=u8Y5F$R|;hH-OShNC}94D~lK^@aVN3!0Na;>C&QDCr%nJNb1r!s{=HN-ebH z2iIW8zEtH**(qS7N6_8Z&;lKy%7X`m-QfQ4`~C16O3*V?*y#5KN#N&U$0BqyAI&9o z_|Rb1Wj4r3Q1uRbAoggLQ}J(f(M->!rQxs?M0E#0C28*ta$?+el+;f_>${hT(?6M_ z*EADQXeu7w+CND@aWMt(hAKY|;EaSKgB{E*+rA*f4_8@`Dh?B`&&qi~`vUxR{r+Tp zAO%jASGbBKmH|uhBE=zY%y`2!dVPh946p~Os-Iea17~g1<#}&^0Ho^tdjZY^u%*ZF z*U-xYVCTN<`8`<@J`1XD$o3@zcdg?*!na#tpxKwKsPkPw$>{`6U5^qB8?Cf)4HW_P z`6Gdri+PC0jQ+4(%?w?yeJT0!st2;mo#l@d(m-t0S#rxhDah^K>55yW#weRa?Ui;> z3UVNkKcB<-e|r1hJzo4z{fR%$jdy;?V8`Q>YOd!ND6#Qzu2VWb6)&;*0gwEc*0XY+ z9P7)0&|hf5EGLrB`C;xPDo&znCT4wPP&n@{y^!1)Kk{S~q9r z5v+1-?<9XNdE}CRthbX{1XuSsuzb`1k_-vOV&@-r52UKN&9Qu?HBd>fD3-5X-E99` zd@SF~rCoyxYS{UQzl2-kjn@Z{uW!Q=a{b~BEMKaqAFa{4SiW?~a?YVy`MCZ+KEeNc z^nLI5R{WF>t1t2rEZ}B?dr53jjjt17o}(3T5q;>1WflPoODs`UzDX8>`NXUWM_hcNkfj@`@c3qUCscYN%@CpaX+ z-Y+3S0wdJpIQH>mV6Tl+cnBpm7*PLe^Lwoy4z9mSrZXD@EDiHX->P&VId9@CzC>xz zNWejRWqJ#7-s;7DR=_9q{!@;msaF9q5TG)1%&|b#3z)^*VeZIfq9;GpK^-OJYE5_F z3`4v;^5>eB)lk{5!{kZhcw{luV{n&Q7yS`0E(&y)L)o_rl}N78qwA_+fZK!&mB(4@ zdralQil-!F#o_DFrmZ_$xi}QoPSD3X?61RQnU`k$?+xJ07y7%)N{7(k+#9>cUTzSF z@Q(SZlf6*gwT)FHoE+9DCvZA`qd|fs*ODJc-iI}G2E=6pXTXoS!`D-c2eQSn}hC`I`nBP-DN^I$PThgDN(DDigm4Q+#IDv5h*g@>0)A z6uT?{T$#-Hfd!~v>5I)^pcT4txD?E&IX`-jQChul(!_eW0(W*0Q>Ztr} zmJho|Jo<6R!NuXSK6*|_VDRC2I&{uRyGYxf1ys0~m{QXdp{begwJrKEVANinot=>i zYk#=CByRGLyxx~jLIl=YdQ_-(#!etqFXXaFLclsGnoquk$=ll??UD<7v z$E=T)yI5d%Pv8?&5@c=9DkO$eIs{T-W74p+-gq0Q>NFr_Y7}XF+7AO>kEPB37zMPv z*;Hi~I?zDovEMYcG?>mV?Dmo=Kr^#ahT*CfNUQxfub8PjDj_M%etlUT8Rk)_8FGf9 zF&}?_!SiZ}&g+D@s(d`cY?rEheNG1*oqYLTogf2NmSkKoe3}gkzGgZWb|=Ci1@@Tx zXTpIg)0#f-d@3wBJTR19tN;z-DcW6^a-sVd+wJhM2C!ynd`8(&782*{iC0=Of{{t@ zjW@DG@F!BUTE)Ta*C4V!XBGYl>UkhVn*tJO5b}pE=&TGBl8&9t_MrwB7mU`^SNoy( z$G-~8rDMQb+kvt_RR=bmHw}F_FAWMO^ZFWn3Q+Ewcv*aQOSBxwn74_U=P%rl*bH7& zN8)PlbWb{jA%Q-{jk$Hqekfy;v2K|AcXX@GBaPLhi=80PuYU>DoL-1>`S{9lE z!h3;FIlzk`mCod}VaOk{f(b|N0;*Sz(;@p)(EZyd713Nq7;$DFrduSvR!buwU?b z*9~z=(hdpK7@#~;wNI2L;mA`ZGAQZL0{u}i?jS6TM|b;B{9Vkxi#V(n_Uk+8aPMgp zzampMsM)c}$Qwz7C1oo94ElT-B`aKo;JG1>w!tAH|p%Q-`%WEs`s1;EEu1jFy+-;NJ2U|i;@P*yxaaAb=X93#F_ybqLKaC{ z@Gm|4N7EcS#`egSJtz zcepQQp?_M~?Ccvxkg(n#T52!^&FZ5T4`UWUHD}Ff|N2kRt3s=nRfh!TRO4-@V)Ur! zQQnZ8+-bmSFKGMj+B;||qGR|vVhps>vuW)<)qzy%HP>}ar9m8NLg6o~0@P5M-RC52 zf$oqEpJ)tpN8CmlxssUu0EQ*i8E>S9A^yPf-sMO&#CG(Dn#e64T{){HRrXy6X;0eU z6hEB-JN2|DiDa_DQTODfiwlX6*GKQCbz>NqFbf;?{GAF5|D+n{Jg)%e&YU{EV!1G! zXVgbcvH^6Jr2Eur$ilVyD>9U241nx8`_)q4A*e;r5jX=Eff!}9_hSDi=sqop6p3+LKo_8ic$D7%7A=BXRW%z z0_4gY5iGoCfzD{cOX;PUytBo1$J`2aq?shmU}GDG1Rvk}T;`*On%BgV!@S~=!ZeqA zw4p8v{3AKg(3}n*uD^Q7ayc91y#3X9t}zjk)aUVDs|o{qvqA=!Yg1uYH;?~*as`7v>8sjp)A=r?H$>Pz;Zrs!WH(2q?>6Lys>nYZh7dHlYi<1&QHS559pZlYB zjncrwO^|8WwE(rIhRF9VSs+J9H6MYwe-heZc^^8}Q8P)ND$|uP*&;M!mI- zKiI~j;)f1oPXl!kyIhFO+V`h0?Mn(}AV)5UeE+K-mnaeH28KVNJrN0#KkT2pgOdt% zw{t=H!zwV)#E+-JoC7OoYih*Yo50|04sNb8X&80Yqg^EK3}|4f9kLN0gs}u1yBlx` z3(0>oT3Hj)`tG~?zeEPmzyuXZyYq-vyq7{ z(uVq(=kSU!dKA~nL(N%TfZpm_cqVJxB2kgPg~SARWFfnI^YnlgVsi2S_OlbSUsBE1 z`HEEyq#h-CC6F~9$vtF=p_w*7US@s2W?ItW`;!)i^b1+wnpD7*n36;&OI6<}DH8_f z_B4-f6sJP^^|7{YnF>IVlN5G!^3{pR?sRvU0E8a|q-e zg8sPcFTC$B03pet$Y=7OAPwHUp2inqSXK0t<;6IreI(;+maV6Ov)-lwe_cOJ{9t+T zfn^N1*s9o^@zsHWUMYm0^3s5AP}FeUpa9j<47;v)TOiqHpC)Q|cO`53DbIfm1Y@t`exFnK`kF+PyquQpr6&hNiAKHcVcZTQ&kX0!ik^2XFLHkEFC z@y!^kcO{q0$?W*C@pMbamv6UD>K)f7uuQtuyNuP_OH`c~0Ebs>&p zNrhOxd=Ke&zUW~2uIId2I@5~fYtl<~S+5Ek4=|2^8fw^pR+3!q(e)18}qrQjRq^EykJY$(7KQbVeq0CwzX zwKl_ZpwhF(8EN`PkbIitg)&14jJp&r8t&H)S|^He-s!5ss&gN2*jKTGXj~btRoN-X zJhxC~8?yygrKIU6IhWy|vgXI9mFXd<^Sat5rV9JJoKCHuV+9{h{N3^T`4Rem&dQZz zoC7B!7jTQNn8O?vjSlN&%y?qp-H7GNI@(Zs=pVj)N$SGFvKL!S5lY>=tHfh(jVk}j znkR*MAosu9g>CQE(Mjj-%ImF|^;AUeJR0)ys6Zx0+u|@76%H!>Hfp|w=2)i+1Dym= z(U$dw#<>$nThx}z&5aI|7s2;;yr%*tANnTi679l1N>@`$`&i8QU{bnP=@;BTYi(iw z^A0q%k?809Lx>zJK6&WyJ%EJj7ah522Vv`h&k^%SDySf0tXb~BfO((Bbk8%A0Lb=X zuDc|R5_#H`O66qy*E*V^OIzrld+<-G(qJh-&RGBtMD5w_Gs}Uludv&wL^kY-7b3j+ zI}yB+Wwk80lLPl7*geYDn*hGOC@0}kG0fZv>XQ@i1n+Y1|Bf?Ig%e2@(>u`@L9#=^ z{Mznk=wJUp(qwxZ{8;Lx*x3FC#SY{h6xbP{=K#g2L3~wsS(K_cTO%Bq7$)rN}t=|!l~z^!RG!xoV!RTPd!dmxIB$|-9F zn#iM;5N9$x0426liBRp{L@H{vp=n=(k&!mJNYhs(G!g&dkM_z7_~A}qwOmIDI8`lt zu7*7u<}P!_a8o3JKN(LxpRvq=UL9Qgpr!#_IGOnB<$N)$|E?+iPOKfXULZg6C!Q)i zb5UvDUx^*C=Z2-d+4u~9dH>KeKEDO@Y->B1=e|LW8{A$V@95yop>z`8WfeG@@#3&J zi3K<-pAop5`w=p*Pb@z!n+2qI4c*bM85BLc6?0ce6~wdse$A?bX!KBDzC* zlzH0&?Q}+XIK`-=L)u$tDn9_tnwAIe5X+;gp{oaSGr?%~l`k3ly<2GT?%o)q^E+p!b19_Vy0yr%j0b;!(Z9-E5b&SB-^WE*> z%O}!=L4Q>!D<>N!!g2xR4DgwV$WK8=HpjAq=`HY0M`K$AEJN9Eew()4^zcDFN^8HY z3LV=WqSn+|!ANBY=-&Sb1BSk+l)KM?i8$8}!4Bqd-RV~EYML6ju=~P+|7j6A9qaQk z;DimjOst+?U*UmX8=qO~iPAvlQ>FD(eg>f3*Iynh`QAh$pLUC*{sf~dpV7ApRYml! zKoxhL9E%Rc{IzysmT4!C({n4%z$*UZ*Ffrwn_e#4HR0XnEZH6~LV zjOIxazev~Vp_WX>Hb0 z+21CQ?MN+H zuW|XN)L{84gy?oumt(I_%{(Gr@D=Ot_`99-H81~meEr!Mx9Ov2u=Ry0DxW`oh>b^( z#9tV-dxGUl!@wF#Mp^)aS}M}?;!41gHkYETYBs#|gT$>!A_0`8@&w);pO6&8E5`rrg2|NMfFYpU|- zj8BiO^7#-{^T{Qlzv&iI@!qNRl_`L+rhIgJ8KpqL_x7l=c{UX7wK~U@k^sJ%f%H=) zIgoalOa6&(BVfEaGO46e0@ugFY#cf;`z0zpiA^q1h4giga(kFBfMx%M`VUX0;K7mo zb}sHVxZL!KmEU<82IZc?aT%tELe@5>AHr3kT2{QVpBpPsFOYo1a_tk8eYW{%CwvaL zd^n>UY+(-Vly7_<)=&dxF3OZSJw-?`H8kUFzcq>_n&bVB(IfmvG){f28px`LwW;?* z09y5MB54YfM`=UGUrOjh(Cy5~FWI-ZP?MuIt%QTU;GK z@L2+=JZ*D+H3idOC-(74bTop`S1;X-WGaE83=;I87urFuA-gPh$oHBeB6rNQm|Z**9}*-^etvTq;Z z_g9(^MKSU3?T19d)<)Hkgg%u%1RU`SE4c2Ic?x-Zq&I4)8T-T?e z)If$l^~00R1h4UF+n=wl=AKnJ!2E!c^drQ!?DP=>&_YCyhQf)9ASA|b@PZY%D zUjR6ygEat4pLus_Nu%tLf5lTVP2=^fX=7! za?TuL@NSTq-52Fsegl!-A1hG3l=rRE3vTAgi`w_AeJfQE%g6lvy>k)z zHgK7~Ucwr^+LL7;bn-xF=e#!FRjVVVdZ(oKg#l=B{0}StDS1>aPTh2UE*P;n(SP*~ z`aiw>?;bDyr~X9fYPqTDH1>T9m~7o4;jdWzig`?vZgK@XUN5a)k2e2Na;!(M*)Dye zQc^p{y<^NvJs5xYA8q{SXtCro;v4*ajGr<`aX5TYJ;p>AXMK~nv3hqZ{K*~;m&LJN z!%2O1m9ZH8>tvWe8WD7=l=fJ@E@JM7EWTL2wzt^yCq85Kw*A}EFuos_uLuv`^@YFK z>k}+gG4dB;;~{!fUX?1@%g5JG>xxm|i^0~vcc>t5VubZ4jso-fSK7>v>;IeQzstzN zxpFq1N?4eOo1fZR3;1jJU*Z0F2@S5F*(2Y|1TBs9=9lwd!VQnrS%;W5@cixYxO!n7 zlp-px`>Z?!K2Q{<>0{!%@)7q$`*5y+kS{;>6rGpgoqV7x-gpG8IK%UP3T;7Q#ZT-% zzMhA&6RV?tlC+`A`>Z>9O&owrh}+}b)de^_sqr+==m)3>W-Dc~aE4T*3VH3`2H^Uu z6`qReHBA2Z)gLb{E=u*9dRgZMlpx(xXU9hrZISHw-%g!$4klS`gQ!qaYKUcHSQu0~ zvQ}L%8ihvVe^P~F=rHe93ZtQnWJWQi+PYGKLC|`N!#ngZB@&w?QsA)({?~mNy0?!0 z`TqYY-R?3sZJw`$!JgwElAG#59pjTWfgdm7XYw z(e6H$@w^VwZBgG}{V)tZgn%rv1|4`m;5!L;%m+l-c%1JUEJ6DFIQYs!xUlcqpxF$^ z7PS7;G$?Mz4sBhpbb9(}L&E20Ka0k50<9IoOH=F%a3hyMZ1KT55UrM_6p(d>)zQTB zl$J)A_YoM+5rmZ>LzBOI*OTp$OwD&0Cro@toYlM_t5E~3^8OxPe(8gpQ<^KUsmr2; zt$yy_3_qmR_UGuXgdB>zopd9Oyb|udNyU|OuLW;s535YyzJxp9U${r5gRAkZq(-{#5^0tP~qx<`ds1-r-d=`?Bt*Z@*h5k z)27brA&^1$)>)WXLi{lM73-gB(UL*3w}f9h3su6V(40>iHg#a9#r+Wf_e+>1;izcW z@(kEZ%5E)udI@KRRqwegw1bvma{b!)I(SMZqJeB^2r!B^w{>CiN$~hd-ES}u#1?u&` zzO+3kfuV|2DY!n(VC&W!N!OJkIA-3b`jUGLeB!?5Xdf5=T5eyrW@$N zur>E<9##PSkq_S)#>9u{_BhentS z3Yw@J^3RqoLeclOv;fB&L({U`e}FYrLVki0XBgP&<14#p07x>g)^lW+AaOE> z>lOaCXgaNq&aB!4v3S(u{>@THu1Bl)*RT4btdQ%N?dD}r!?P5!juAi9E>dXQR3n4_ zr}yvwX@CB|y?x%_mVcxdR2=KK`E5pfpA#>SF*k!I=et?#{?P3n9fM?(*!>w&vhdy> z&SUct=mIl-a%nCee|}PzI@XkD^BBvnQAn^bVC%=leH*5~Gk9Rane37VGBu=;P_=% zK8Zq>ELpQ=Uy6{#%qUWlH9JMJ?^{{2C;J|eeHR}49#L5$WJ%U!&5{UFmhyXgzu)Wm z{(t}Y-s3&q`w#bVnsMLfJmZ;j=9+7+YZUkX&L;svNA_@hAFgs!EPclDJrKEV|G@-T z-&1&L&3XmL_hq|9Owowl;qxzlqwW>puE6Gh?60rZsR0iZY*q!yiXc5Hxi{~~v7 zeLp_G5Dq&wC7r$U8gz8tt2$O)3xhE+FT|<(fY&+Z!595n5OZQz)k#DMRLiI+bOkIx zQ62dwbq)uB>kh#;R=G_W?`gZ+QO^!(bzUuTHfTcG4| z^Q++QIai}J6ML9a)@JltNDo|6-~4vj9fOcIJE_?h3*=N_mraYo`r|vAlyf<%p@79_ zvG&0aQEHGnteL%n!f6RT!aKZ>(qw8_C3e1ZLs5d^>x~LH)3ad^N?r@@O2o+=J6iRHhBiQk*RPNo+f!Bb%VSlgwLoGa+ybBUS`+yejQxLhX1-WV3C8|S( zfJEOmZDaWY47EMmTp@`ECB{RGM6EaB-0{=4wbwbIWPFh2!*`l6G)?pAf*=oQ^7kb; z<1i0Xuch0ll=o6~X&x+%Ryjv_wV?RqciySo?l! zz3CEm|36VK*oIvCA#(a9=o0+BqkIy|%O?(O=uZTpySk-Hgws8rXG}Xd==cF+nZ2N|Ez2MPS zE!dMfK|N$I1e*NFX{&4(;C|K1r>^@4KqBB|dXnHK{Oay_LG?E~6iUb*7qQTUxm~y7 zwqm)#{mX2mM}_C%n?%{k$6u;)LDT!Qw}e*M%h?H z6?zq&OxP7kW~_kUS!x-^6KjCZoUCBeOd$+T^bqxUnFdb<@Df}lHc%_CZN0hXQMtlU*O0LXAWnUZ`H zCj2s9*2`gsBV2~ueFmD4alg7NNShl(r>E8Hkjz7qwe8*c?Qht4RDYfiGuXpj0bPqa zQavzn{DSwR+ZeQxvBp_<$`VzcuH3&K;DS08rq|@P)lg76eRajACz_JB_#%4s3fiSD zIQt;f3kCi9W@2yjU%mamUN8Qu^NGv9Clt6dDh~Ccx3^`R^?lJH=6L7omErWiFkW1u zltJBL`GtJq?Wz{s{{C6ZP-@k8IQzJY&PbfbQn!5$s925+x<_ z227hhG}OfA?`_>46g+vq570L_2iiMn!gm(>coS3t;O&POp8c|OkfOdP1_sqj$dVi15_%f^>1lH5eZ(k6C>Qf{|kw5#O)cl8WVK?v*t1=drD;V&DI)n z$~!C#a%%(br|%YztuCPIH<@RWpR&rpA_#7k34e%;9e~|RU27-%XyLH7dbBbN8%ozEKkI-hU04z-SNsu4YBht2u}>uzPwUOVK%Etap9-$I6c<@e%t9-vEM z?*n8$VbeHVyQnf{>V~K$#%C$VWRX`y8}-0YIW%DZ*_>5d1FrRN+*?#Dgko%ngz`}u zP(9tfO?a*d)-vb>N-w?!N(%lQpDSwNUH6&k7O6g9>=lLHo!5l-OuC+Xy72>{&s>!w z$FX{7@{1^QZWmDdt-t;(y$+w!N&P7K$O<`A#B8r~Xu^ySA%zbdxWPnks=3_KDR z(=pPr1X%HZ#B=dk!;I9AcS5SQ0CmLC?{5r{bI{8gVEpQ7hTsj|8 z2#Jd>_=&Zo1M#(l-oYBZ>P#mvi5|Y@#N_P&+lV zln8*STTTR%m*?Out2MJ1GkXAE$RXgS^E%Y)v7#Od zpLyrm%)krxx{DdUEQ4L%?YWphYiRLnOhY$Y8@y%MUd3C)pfTEd$B-T?^sMq|*-NVX z=tu9~T&UVDq!FgV$Mn(-RrX&nW$Zy{Soh=G6S;0E!t=tl>Ep5pFI4k)_f`e0B2wzr z>goinoFb9tRYj24IA%P5qYTK=ohhG7EP|SoI~>ijgMf{8dBLZ#9(L=-`;$)206|mF zN8LV}P;l^x&J9a(AoD3*#rEtxWZJjuQe7m5f3P{*%yl;41?jEtTId`k%ek0!g;^7F zm3*|7Y7hnb8D5UI3bQb#z5bp__zoC#N1Iv2cJR%FsfGK5189p6P^9n0pwyHXvbve> z*nJdZ>1~bssNK%S=~Ci7q|hJafBmN$n(c1pR8fZ{_AQ8+|9O_ zJX!(ulx&ln_-nz8Yx85S#6q~FO-c^g(m}uDod>)AMbNHGt3^s1YcDbzKF6|M3sL4I zsdaQ8P}!!}_NmZ>TMq`n%WMIlXI~^pU@-?V43+4{=pJ}pWIgX5y$(w}W`C4=vq8;c z*U2`cHDPl>dfz7n9zgTc`vi;s3?w-9jGMD;8EnPquI80kLn$OtlpL%LLJbB))(ok*jE$cb<8b`M1MK(hbIQ(k_cTNgMQWQo{oGK$>g~1h z`w0EJkMIBLc>bT>zLJSiV>K(>`u$v|S2?pC&c4uAkX^<39JhY&_ZzUuB*o1qZdW{c z>Ck)YQ2(DqDp38>m_5WySFLvzg1#T(7n>JJPL1N~OKtJq+p3&CEQe|BW=ULDhxj4- zxniP%`G=nU)wE}Aw1M*VIKB*a8%G`aas2j}PB~bt<8aWGyMayNIKH{$Reg7TaqrL8 zsBzp|$ML-{ybjg`*AL$x?iPQclM6Th@nk>M>dQHESY8qMo&M%?9N*ujQFLyL<#1AP zxEbZwfDqQ$OZE>7q2;Hw4u-2~pfH#&RYnABKfRZvFS&IOmAQOIZ8O=fY&jCjb>GnY5?+f&5*zx+om6lbWlWb6IODiMy zswND);CWujmQm9$G7M#2N!eg|o5VqX;F{5Re4zzQRZ^}AxfNZhY%2x8VD9)`1It|7z`hmA62>9tw^V|UqL!=ItRL8J*!6G~LrEpdYfOc$SJtIt5Pj^W)7hh-qrHUDTu*BVac zP}qEs(FS!ade+S!G3d@2FOdTqD-`hcbAUkwc7FQjowwU<4fN6biGs@d19aTTF}`~@w2Ms&)dwK3jMRz*Fy>wk%|^W$^q-^}b&8JP*5*o!iL z5-Nfdx?lWvC_2FHsGp)D4K;A0EuHv-)d098`H<*U`z?6WYUF%wmJskxc+h;@cNU)V zOCYXs`3)Ma9nR`4eutTYC-Y!GJIoct9z>8w*O^n(_KN~Iz55s)b4HyMXW!2hTU{aYz}Xu#>08Q}4de8+ zs<zn4Q!2B4Ty*~ft@1x44IK8FE94GkZ zkK-F!bnrAO38%Lu&zbWhL~RbA_did?{oEc6uYa$Q2Uq--95(uj0e|e-=Hc*k=tTY| zEH5k;$Y);C?x)Ow5-g0H8#9eSVd>qfodO0{#k2KwK4}GMu5HzPi`SsCm+?nQLN<_T ztQ7Y&cM#4d?d^OHUIrOo^7&}NG>pGr?B&Eq35`#C^d`A0!!0B0YDOtG;9W=&PHxl> z5y1-slDQG^bD7UdcHRg!3Wz7N?J0q(*pib!9?zoGCPle31N5>c$VBd~D+aBe`t>;7 zzzV5NShEg%c1D#gB~r_CYKYf+aTptj7tP$_k@fPEL8lncOg`$yj`wb}Wfy$g%)p+x?BFop3W z`0HlI!Vn!fGJb1$E0BET&4F4&C7TxM&EQFBT2#YztbeDge^QA`JJ?Vi4q|ca>_fT&d7AMY}S#CZF=Vrw8V~mtx`l#A?XF59&hRn~k ztovb;&-VzMOXI*+U?K7vl`&jdT5sT?Q3Y+knJc&hG3a=HSRs6CgEAHRD%%&Fk^cDL zy$_}u=-K3!%_=tD6R*^ffP7nsh&H69#0OlF_-;&FtT95wOZRVaG3UX@KfUB%8Wn>L z-g4qvjdXarei$!TDHdEbisb#WoQ?Hwczb={y%AWYvkB&5&l|8(-Pr%A+zQ4?kH5Fh zxCSMaEc-IlS-~lHEyG5;K}f}Mdd`1)2~^yhY`#H04QVyFG#+MBKu0+pW~m`Sdd)O4Wl*>@BfGFo z9(-faNMW^&0pI7A7B2Rr!_CRKC;g&vKvS2615Y&vKEr?7>qPPrh$IwouE=8`*@p-c zR&H#5v9;bOjs({sXAN-(-Ay*&U>$MxTGb#F?%brTJ^dAoPHc8HXiP)(Mke->I7&#h zV9BS`uMA(Q@HC0hY?+)4J$fHm((4=E zMG$G!uT3-l%!9{?A<4qs7r>}(%fV1S1D?;{k>5zk2Iud$Yhu)LVcAhR#?`<+KxzG* zk&3AV#>?ox?7^Pjb$eSwab5Wuq{{KIJk2Z!R_{oh;*0zMBc9Xnmvij_3)i~r@50kC zuj)W~Cx!_M*Jj+#*}nz20_~&0 z0%q9!BLehih($E8=YvSr2@LYE@viYHm=20T{iWG)qUY)GBjq!yrsuIhdMWt@8+Q(T zn)l+5IYSdj57&(sGsZyvyEUB6)vdrlxBUG_><5>1yk`Fm_IwM~fTs-R{U9tASsUyA zwhYE;Qt)5inT9{FX>79^Q$mx>d|JhBW$5bNku(v)22$~DyHW!Bp&#eky;Ye}Abz8* zMEQg6LtCkVoyekTOJ2Yb>2GGCz`2Mes=l|*L3uk|HwIVC`P`}@IK3w0tmv)FD zzv%0pd)bG0`zA@8%5~g)s6RCPlPmkR!}4*BDDj}-fkV8iOeZgr$0C zz9G)RF=g2Efq(Vz@AZq|#8#a)j&DKZNfJ4S!Nc;#>@#xv<2b&z2b)-{#&CQ)G4lCe z{?~a~ih4tfpP4wm`VSQt?_%}Hqi%OLy{`y#OIgqwDW$`74T{%C1!6%t)rn|_*=(rY z$$H%ER3nI$bs!!U#6ar4%M6^Vt>Dh~*tblB>o8Y}p+zu`4O~%HXLKtYg!mSM<|nQ$ zgDGuE14H&{m=k-1o%=Bbj2eC)0^^n838Sfx5^JnrEzg?QLcJgQcv@9QVD;$7r9X)q zSUvJesh&w1y#dTVk<6If#h_^#DT-f{mMEm-!4%sIXOzRlA7g@zCxrKPH(Zt16_r%o zdCx@wP`1I5c`_ z+17&;7jmG#d7WdNN)u48gUOK|7#JwRB1-kC6|}Z+&t{#w4u>w^bX>Z}1|nZX(k)L6 z!kAKqf>)=5Z^+qA!+clSC5=EzSnT^HDL=sQtKM-$`Rg;V)A3F777KZM0iXEXN=rFX;2M!wU6Q$&pMFxuAX@!+0+~btK1- z|6yRk1t|>m3X#moAWxFOq=*%)KAk*wZAAs3)+Qg_RDnEro9tvx)OIo84ZGqB4bx#- z2gQ<7bu6$@d#3hiG8=|R6e=_wZ34tcA4UhuVxa6dS%0aaR%|{lWB*UX*Pzr!e2$a| z8?a6ZH#JEdgxcRLm~(TMfp7JZ*BSiN@Z#%f-j_m@keNGO;sTvAY~GQnV#4-cJVEUp zZCz!r#M0dm}|+NdTozEnS)K8RU7u` z7;*e1(i1Mo)!JcE^sE-jd~kZFdCVDI;0pdjm5*J2bA1a9wsA$8QUx!K0=NBL=NVzK_7x?cLb*|5W%JDCleZ>w$J)@@7x11-L& z@2oqvf|CwiRs-1f4c%}TzV6HlMEisnjXefogvyH6!I@>SU*OIZ%rp%{2P|9r=P00j zM`k!DmooHb-zHZXVFh9WvuWO!`k{wvRS$F62w;wSK2OLo6A0{`1eN z>xX#Za_Wti)DMT4ZN9>s<2r7AF4fsFb%Y&vJ|RRte=mmwr_a3jx8u>2@!{XMxN5zO zrNP-77G=&cc}L>-RtIeKxUS;#_KeI-qq!Z9FX0^uC82!G;q&Acyzf7A!|_cb3S#~` zhSS?ed;%208Myrh6LSeKA9@^L(fm;d3GDp!f7BZf?=$nZbr>&>?>~S4&wI@M(7Sg7 zjdo-nEv@0 zPh?;vNap{x#a1iY$yG5aaXfuK?Kr4v$+fPR`B7ZC^H!y|K|r%(`~wTJ@cI=q*pAjMyVhmtAk&E;sYaiktO zIbm!TuzncE!S%j=u%_uUO_}c$+$>10cYB}+lfJL{J)QgxAA* zHj04l?DSDM8$_8}a)TM&Y@>*y*9w4Z>>7Hdx@73QAHClX;{UNXp!ZYg@8|#bUX^_L zY(sP$lT6eyFopnIp%=62gJtUFQo%G{sq)vz_ zI*9#}*Cmv?B6_^*UL4F2W{r#6PXx1_Mz8jmq9B=*fL@J&KNxIue}>tKhg=<>)+6mo z!Ga@k{UlEcq~Z4IT2QD2iPul<2fIo@S%473eXl1@kpaWss4VOOe*1{|b9wwiq7Hqt$K?8>?ijYZV z*I+zZ9K17Elx$_dAf1D#Hm+(bRKLqs?KSC$?#)r%K;Kl*1D=n^Wj7p(&c%~WkGdNaU^>(f9Dl= zQ0MpZTc9E&u<&@qcToZe0g3~1M+`D&Ys>Q$q@ow8@J1 z9MRJgSAzEVC6P6|m>LgoLINTK*I1;bkTR=}bW8jbSjz@T9OW?JhrtwABz-jGOTX?T zX%UO{cT&$>b4Y;i{`8d})ounK+Z9|?5nIVH9$@>o$WKX=K+CBZXR!NJM?;#z^lcF4~5b(+anwbkavZMAWKLTn3<$z-B-if zV>!=1tgPw6%-Rsh-e-%BPlZ~=cb4EhuU-u)g-$dVMYNrwt;^0;0@mZexNx-nS zeZ12y3g!hh-(-924>WIwzVeq&fc#}u?ReB>z;}oAcZ@>{+%%&kc#>BMMy%rX57s5% zRTZvC>lQfm@pm5Wx;(^4lLm|E z(E|(CxWtoAb?`{VUA@PluRxM)n4rywB3!7n`_G2?zG>@z{G+Xkd;=Ve8CV^Wl!xSRnPLfK_CBUjR2 z-afM99RXJu;|}$_H|7WT;M2%MtouXGe}E+Z5YGsaW^#EYAL5B0O-oWJc zA&=u5Q%(P?Y5~WW$by2P{UwfXRD@=u-T{v9*Wlp=dp;cBnHkNKFTUXTwtSU*_w-r& zA-|E^tke^>IKC5V!4wa>asCp|NLAih5aIY5OP%NJtwXQ zZK%sh1-0x*rIuaBj@Q@S?xcoFAXEPdPbpR>#HAEpRQyE}sWS(5iRNMRQ)F6J1!pAz zS-kg=KLVm)a0;79Wwt+Pt}fjeQB8nhm(Hi$5GwFq3r zSqUieX*`OWn;eWO^qL1hZh%*Xj_L3o9{|>mR8`|7I-rDEkj7ih-7ssE z_UI+K6m~x0n#pG!?5K*}_wRFW;&ep93}=;1UrL~nb5rVHc%6_jJ{g6R`9;*D$Czk( zH4du&l=F?EP6GA3qj|h*k#L3kd6J8kKlsp*U7cGJ5A9m%oXN;bfim@3%6X;~nCsf( zmKa?L?*AHk*k>XERjKaH$+3`urt0tF0jCW zmbo|_ArFl`9X*=g(*bF^+6%N~SpQO&lq~79uK;VyjkW6$ig4|Sp+pHb-_@z#^Lh&a zgG_dE7-a5Qqm$83XyQj4(YQ^y`naen8djn4m3Zrb+)i=V-PjaIl_L9O^(&4@H}4+% z)X|Hm`nx(YAdG|Zzidt_i=}}+wEM_~Boba4)N0LfeFWa;1lZBr$HRL$ufCm2tpFKs zBR_LKNQPItd&8e$&#U?f2bcFkNx1X~o5pIM2Aq=CO_h>rfciF@H_SRefE#uU)(;sw zAZL-0-ZPIKFwHhfZ+Jo;t|p8L_Lwt*7{_bN9P)LrIM_R?RjU;!#Evkly;6jhTV`(a zrBdLI{1q~31q`}OR%YI3?tuDSEaU7iIiYge9K4tn4fI2d^Ykq>2lQrMBfcBko~K1B zO4_E5=;ZhJ-fAh*DAeH2RW|21cuF$1KIu#nXkg%>Y7vftSIr}dX5{^W)qo(S>WKsx zZ7kv{TUZLX)rZ;VrBh)2tK=8Zq!PGi+xi4!^NSGip2&E=a{^Q!eKNR9&;V<$@m8nY z?FW5TGgtGm{nz8&vmr;e1$q=7i#BA)L+@g}Z+LI$fP{CC3?&KHpGOOiMuzwmNTwIQ zzI<5`jy9+t-^mvTcYZ7N4~k-t6@E8^%NHx8YgeR!zvzgZ{H}>Fk*T5&OLweRwj9u> zV)DF!n-WN7UV&F(*AczB{ZdKwo8*7>_WyXj_^-|<3f?=?#*E|i%T;e-&44ueP;W|) z+mP6XK0U;-zwYflWX8p7yb(XjaZK&PVR;apq4qcD7l*iBm7~o?`0XL~4PObRsq za}sx^)|27%?(#m7W5dLa!*T=1V(ZaAIDbNQ4vd0(8;U zxXIY9bD%Wk5Z~xNa&$l#$M=4<$Sb)g4Tt4sTg309H98J4<${%11Q(94-T3TL>2mD+ z{QqC`PbAH(PbnSZfBycTcavq^syHrxNM{pAWn~-;3b%WXaL@TbWy;ds_An=~k$RJp z!W5gYF)EpD#<>Wjq^W;A`a1|-JAYN4rYi$zJRjU0ekK5wBIXOh_7U*2LfSj6J`2)0 zo$_c_st1cHz-(#@14n_Q^T*Y3Z2m^>+-K&paCv8Su=Oc5cvs$*#Wt7$6P+@I;Cend zr;tt1>xs<|$hku8&BO`D#`qUghh-aU48d$j#L(W%8)0!0A&=CucoUL6O#NLw0FfQ0QO#6QrMQJ zK!pWroxcEiV+1PBXE1viL&AKHZGpnJyr| z=&Qc0NgTvvM-K}9!2qW-k8Efqg5h%dXk%VV7I@wgQQfd80PFf`Td}S$;8i_`@yqfo z`1Ec#!-2sI;QaJ8*G0|}xX3M?LilqMl#Jb??w^x|rVZ5I+`*>+Luj|ZV|@l}3HQ3V zT>l&tcebss=!!#H)p_HxCJvw`d*K={dnw|+lK0X6iUXp=xcWc%<$zQc`Uk!fsi9}5 zOF1mVt*~*kgFO{P#L!0dFx~>4JyMJ}G@m{yi8}tMseC8&ho*6Oza)9Eqk*}fo1p2W9e6rKSF`f7Gl?+CyaopZ0l z^N#@2+niKRfmu){xL!%-H8wwrcPQpfDFznsKQz;_83(_HH@uG^S(slr9O4P7!KGYl zw}qSxSQ=Gup4C1d{F1(QpwwTEQOh_+^z5Q5%LYCts?UilO`>^qPyN?ct z<8C^`!jLkWtNPk68EJ)H&-{6{z$c1IR!Yva^V*}MUG*U&JQ9dh+$VBH+aGQl9m^#3 z3;|OzkICpx`$7>6zLb}mGZ2~+zdAM+2P4S^%NPPNV9_{H?v`UPwB$WunuMPP+zrVJ zP6i4<4gB&3iN>Qq6<3wGG z9b#HKJwnamhyuO^yRI0iqTq{sqgUmvk+51CqpGtQvP&S5AS|^ze=&NPLZO!0-w7yrn0RZs==J%kjHIIVlJ- z*&eSbV=4w`GI@hud=h|#PpBtvO^}1QAC8`dOIc7M=hL@G>+K+2;E&w^6$Y|6P(#`J zc@Rb@0}8A!!w(yqRH6(5z<{-Ys81N{Pr(A0D;syMiAR45)G%N9m6ELW<%}ikV_3U|&tsw&@WEowM%r{VXm5 zmURYyvZ;dMMa_Xk4QzbvuZCe)<39*M-O0_!-{J&-&D_X}cp(eQjXwBlRa*}tM~-&s z$(6vkFPh%V4ig|;zhomJMi$CY=Y=sWQ3Fdo=uQ7S1KQfkT=vi}0A56x8ohc6C>^5~ zujj`J$h2TInRqE0DppDp+_godx|1n3SbM6FZpY%Xj|wsy4J8cwV1+L9Os~2}h$0K( zgb6Jtdz5idA7T|Qf&Sgc_kVRf|4(mUYF^j2_Xod2{eJvGUELtZ`w;(<cFeSDzQgv?Ki8b{!xV8Rc5<6zJd+2WnFA^nOj$ z@&m<9e5x5B@y)yg>mvbp{6o*hpxq-tK06c>)072|r1GLNj(RYm;=tt6kAdNDLZ4ne zG7f6cEth#hS(xLH*_ISf1*G{EO&69k;Ih}opwZ8Kun^X46c=#;mQor!&!(IKFYG>v z(;qEGX{+T#>|C~}i~gFx#cc<)+tSad(V&b3>(4w7Shqsm7v~>+*c3sH_7_Y)#Mq-y z8O3_x#}Wv9oKy0Y_lNsIK@lsh!C)#p{&B}iU)a*;@+qp{2_%_$s4GUrL32vBmySzC zz}{1!NsK=jDre-*&J$;X(=+9*Qy&GOX_e{akZS}$-fg*Bb~Ovy^3?>kP1J)WC&uzn z=@RHeFeIAqIsw!jHJd}CWZ_B+br;}Ojvs`ZLaTVH!9ey^M&^2&4_s>xkD1SP0*b3wsnf~h z;9$ywj5WL>&?fMP_+(ZP6w!6>*bm46{bSO%?-mQdgKxQ7R8j=Me2-XQ;c*u9^y9Bk zBCiKAO}ZV##TaPfYe!~NISyVsONL-GcEa;BL^|1e)PO+`lS!9^9k0os55>pigFy}E z+@OmRkk5*sT5W~{oaZe+SAf+c@|IGiNOC*0egt??OVaBXtO$A?TSqlZYL961(&<{HBoO7%C^I)oe`u3i@aWB{2+-TI8XJ=A1M}qV^_eqV zK^6tesnPLRDB$w6Zq26@=nBeHq#6c6j<@m8wBBcdg`A&;H}(Wzo_Evjy)VbXTmOT| zH%3`-MJg-g#Dzw1>MFH^Y)=W~`DpGxw>=GLPaa);C@BlIbodVR8RGDz4 zs_u3tBL;8|{`h9`bUk8i`_#{ShF_2O+Amp+AI2a!?&4`wkh4X)Q(#fw; z18Nc7_ty$C;KFTLHxJXlt;4ea-t}2^i}i5S$ou`G+6H_{$IWQzg{o?tMdt1 z%}+Jw{y+P|f7fWs;f^K(FMJR6s3AlA%N}-r^l#bUOG)wjo_T8UA$}c;SPG!vAx^Gz z?ynEW`SS@K6He|EFFh>RQR!gpE5hlQjihz#8~Mz`a=*=7u}n{#J%Fsva_8-N~p%J{>m|0Fo8hsb zk}*rlRqzZvdQj!Hm%S&0jYoI7TPO-%?5be8#gPlXO|Xc?Z6-rDqj`hJTb&@f*P2^u zTpHG_Ee*McQi6J23riZ?NT_zoserpZ9_aM?oPJ}?4gaW_nRIj00OQ}1Z7lEl&{AyU zF}Yqm*@)Gr**bV-$b>_bU)J6pt>gzW#JD>m{WcoPruV9d$YlM0uzEF?6hEm3* z6Xs$bas*AAK$FuapAWlrLP1meg7S0X@S=q7Vubb}bg-P&biIEAI-jejEh{UB1awO8 z81=Wo{;iI%@8OKdafkZKq;mk&c2{%P{7#9sRU}&_#~=TrA6sSz(cjPi@7-N^c_gF9 z6%xCDrJs`U0TcxHDybWt;BJA0o2#V-xJUHCnp!p-5^xE>aVpLQc?a}&Wd=Rq55-ck z*oHXZ*iT(vo6QM3zgl;YjP1!Bz2al>@@5p&o3Uk$Kb8+>?`VV8&}6tdb8?H!l^ z9vq3RGSF>YVft$*6=)o)TO4$Ygn}P?3?F}d3LZwjb^ZE<3sz9*@YEg90ugBk%SF;M z1Y4fX>WMp|i=UpS^aePhI`zEF0zY-cdp+htcDpGG@$k{7;1Wh`AB@ayI9Z|>f)8RI zY@bJWkB%+B<#L7Z0xdSzq&-2wuu6+guoFCbedVO+kSR!)j_=?%2#3esp1>PFl>^4! zd65nhdBXYKU!Dr`vEYN$#OpkQGqBLHhtW=aPev^0d#J`#B(&-)zWA##2ON)e?-V1QUOI`F0 zE+y2Ux|Mr!;_vr&waU8tryT9YQCj%j{|r>0VJ7|4y)X0T)gu=rl4uxs=g;8B z@jSp|&oscTmI7~tmwq!k{SK6lY%2S8N<*^vYM=FVN+2>INZ*AQ1)tzOYc=0Z03X!8 zncFh+K&NK|Z*5&@fp}7u>>ctl#7z2P^s%r5qL7nk`WoqoSofcFG1;pjH{Lc5!pCMv zgfVk4$50qixXtm*Z&)IO6YFhZUgwd(%^D{@_WSU}dsh+n#>Zf>;lYaZs1s}y#glk= z*#&6y*N2&oheOtA^Nr`_O`vP6vn@Tr9r_7L1Q5SY14(!m6UuyNprwe#gU2>f%EH`GWPERNTvXD~ z>o#KP{2HjvZI1QpEZuiLf{kBVZfc=9Y>Akt?1zV=FQZ#O%ZIH^T_M+%*ZYG5p1?Z4 zT6Cb<32NV7B)g?z27XW$Uy!H|hm7KT7ky%LKv{;u*K93MctU1-v%M%5BrTns@l-zp zf6EBw%oFX)q`tpLRP-fh?D#9ZEFbIEHaKrDeTZ2(wo5;MjX1=1qk$3nkz9v(ir`l=l@V_KlRg(d zSoH_Tcg^xQzLSB|Vg1ys7G=-3VTX94!`fBUGpr`U~qo=)AfUW#Wf@OhJ%h_j+QsGFQ3DaFor z9J2@q2qR2E;Wt+X=^Xk30b-dIT(=EYHB?PeeRc z`+G7H`Yb9s%u&!#+1YAKAQyBKeNl?G!uqd~MwYfc>jM3qkzSXdN<-E`$#iC43h?uK z0>;fS5;Epm`M+0-2lBTYTD66Fps)KK?^qKWKy{z~8tZ&1QndClQG0EN+_i~BC~O^3 zaW7NR@O4#0HWSY@E?|cI_CoP)t_Yy+e9jn~B1^<^bFag|L=@RnSFJw0?+W$xcNrrH z9|Ag_E@rtt?0kYr+`7Qc473Z7(kNi{NFb!##=klT2!(V0ta0*$b;E2IzYfI$PY#18 zp_*qPugWy3TxkBRE;o1RgyghI2_Gb|VI2^C3JVE3CzSXLd(yt=@PqkW#eG%}E} zt<^NMn-XN}9NGO{9SMmC-{`ZPO#t(n?P|2x@ob@S2lFS32I#(W^&n&`Ln@Ny4>yn+a}Mae^TD9=sVC$~ za83M58V4dV;WxY{IN`1Ro18?9dooTDt<5MZ60#_tE422{0S1l(HFrysp{x7c5?@Ux zp!Yrbl66WN;_qd~(KS$l=$r3b`41wX2+<08fk8ZA7iW4`I>QCy)uw{Kgi(Wu;yKYdBy;u7>SLZgYkZQ>33p+mgg8fJWCDP7RA$qSvkl zeO5xEh^R2CXz7eAJhkF$gg564Fci_*URjRNn|YPn;g31E<#Z(ovl$M_K07pK>K1}U zymZbmyod1A8_VSdqC}wDM76KS%n5Bmwkb#{f6KHnIh)*ajD})gsw1lei-D#KO-p2Z z3S2H7>gJW{13gU~A+xU1u$0_fv5lD;q%Q^Tnb}1`&oAuj=guVojHaSMH8U5iZ!Ia_ z_(Kgc`+tY2wwEGC{_LfiHYfBV1vGI8VC~;tj-g?!8fdbYMT!2)J=8><<}6?@jMjx1 z@f9g8QOx3!KZ~_EDqel>{7&2z-p=gOh_Utr&kLU)`;*`Vt*cMW-Pth(6-T4wLhQrg z%J3o|63+p}3twXHvU|d_nGPp!Vb5DkmZ@ze6P|&zjPk!UWcOq|0=7gAKSjb2pPg>h zmIKxvs5A*zB*WJk7wscrI)RKw?#5uAG;H=IqVChC1ZoC0w;wS_!rN;wCe%D0M3&IL zE9T>dexd4Re_E-*5_yPx=0qv-_34dI#o7_FkHoaR!TNu`tA3|OTA_+gEKonE`DBVx ze&rTuvBGVcoWDc+YV;dd_J@b{EAk$%K5aO2h+W8U6$^0T>StX45&Vo5=MOP)`X$+!OEQP` zC*LqJ+vDT>6Wj>9$LA@x%KC zK>-}!*0$&H5-H!|^Z#=E-&c2)nry6-HN3rYGt*$z5zOA_CFkp7L z1%LGmf&u(1$35A9(2p ziNxd;)wvP@K@0!Tx6(*h#`tnFWRw%j6OAi|rCE3)N2|;mI*r|_-UFb^a`%%Nx9n@257u?}mgnquISA1n`jneO? z9lP&mjbt=Z4~TdaQSjsM{307h=w;&41%~CAT+hZyNV&+tw7{iOW!4VM=9_6hU4 z#uWh=7f~IT)7=Bh{G3>cZ^*-dyW)g(Ygl{ggaoV5!3KbyC)zl8=upWm{1`$pKPXu& zZu(W63?=;W)}d(q|8}U#9`uhsz}~Br_>Qtk*g&_?ANts^qWj}rd^7*nde_dmPfAogiG^T#av`@Vi zjPUn^DSk)%Ttkw87YF&8a3EGc;xKYdpc%aUx+U3=dI^#ax1O?eI|&+lwJ$GKctbvP zHjt$@2t1g_+nUDEK`j=!N%{yvfZ0|q3(F`%$~uV;yHDC7Mc?Kh^7YoJvZS|vqecl) zY|MM;FBqZY(}_>rZFx{biC{V~xremn4OYo%&!IoLb7U#@-40B=uz-CcTY4H-nm9ZY)yz`)~x;^!7@knK~O z=EqChGWTSC23=$QU{^nD%zMmJ0LBQjSd9N4dtVt=RkW=QNJ@7q-O?qo=bV6qba!`1 zcQ=S2sZx?6t%3m}3J4-0A|Mtb3JMZp&?4Zs?>*n$Rx5^9huJY$ew7!Qq!)B?Bfr-3LchMu;+ z%y(U|(Jp=Rw!xkc(qgNyayIluyek=jj-zK0Q7v>NedC0f!dfy< zsPLnn_Soe!@@{D1_1rZiCx&>le`*%3`$8?Ho`7rQAwW&`VpQyRUwC!$nUjf@6F6_f zvi>kX16IyqiuLYRgS*$-Dr;E$pirx-I;CU=NKu*Pj_BZmUg9oKPX1Sekxyh)UG&ND zBzYBQMoJ0zMPz1}bSw{^Q4t=nIMoX<_Z{Vzz9_@Xm#D1^dTGGgicELBbpo8Wwb1dW z$^ev(Vq2S*tkClZN0p2-2{?buz~Sb_X5>TSALK1_4&Au@nq*?$7cp5Vr}IziqE(S# z;SXn=k>R}O1o^fAVhkT5DDrhf{YFNQm;%L7_pg!^b8lbBpcwl`XEX_D`0&Wi3;4qQ zI6CX+vO%D)!T)XyTPAd1lA=>@yaSXRneH~xdBHP^Vq|aGazOp)+diHKF8FpZ;@C%e z0?@g4<2i{`61>8d>veCo9=Og)N-t^ULa4lNRC#O!e3{Yor-dpIxlIQ*-{1jBTZFuV z;|b6~Q!CR*?h;6${>>}@Rsx!LwY0mRbpQl!p2ct0H6w9@@9*lhV$n|{#wS0Se9?Fh zr>VM@0}74a^C;qXL9F5gPD4?r(OJ1B<%hT2P$1964U>-;bhe<-)D7ET(~NA||1423 zkSXRU^DOd(+C7V+PQs2LGh;Envor&CTs=c02djZ9%+Da4^@W?E+r}JcQo)6q`v-6D zaKRTg-wimwZDWd6*8=>o>$~_==W7%*ih-D6_O#{S99TDdeWjuF5ePDS_Rzdj8ID$m z-W}4V0fptPKFU%FuzOO4nc;joSj}MxCCy=h_ka5Bl%)}Yovu)7$%1ASR>K%ii=7X1 zn*K7jpQkV45R#L$1bfB$#= z`TzFko0BrE-nH~O!tckTQAJ;cypLqp3c>?Fr_>`kIorC=^#|^Jp>tDD-#Bs|>Awe@ zi(l7DI+ABf7TE$zaq)P6J2-m|#u5l?Xa2#v{}%@Oh+Ox~(Z`*yw|e>BpeWAXYl@d2 zog~EByWrlFb2kiUZwFp^eD{tL?)`+_E>5||9m(zJgg%8l(~(SBZlh8d;{)*-oyp>a zg1}>zu#x^2Us&UQ?YhoI2cR(qnfMW~*@$W>rBQ}g zAN0*!kDvnl=1;mCnX&a@a~+4`GPAFz|HZ)3vj72g!CCc)_#4#`K=#Q>69TGe9x*|GB%YHRL1 z0udB=Pl@g*!zcoQ*DF|mW} z(~O<(I}&$dXw(~csB|PDV>pAWnxw25I;(*3b-g2=!Rsk ziSgFG7emxZ_&Jf--ORVpMY79r=$ot@+WJ^ zG+l&te}uFau=Sz)RTJm4c$MLWQChkBOln}VbgQ8?G9Jd|m9w`_rGeQ}MZLSS%y5FH zV`S{vG4LR2KZwY+8F7d^Fh$h(BF?~Tjor$=h@&oCGK4_~F|rc!pK5hN9`b@0vheuP zwp7k=0&qi%cWH+BuZdyj7oQC^=JkaFtUCp_D8s;f`l$ixcRujk_>vXrtTQ-~lh9j` zkPZcI21nUr`LM_X3Aupe-#AM>b?mL+4(|#*$Z^{ zx*fo>j;5=dX9kRP<>n|ktOB2&R@gXH_`=DL%kqmmDd53M&*i)BT-g2^DQ!`38?$-6 zN=COZ2`-@Gn=E2=CR0U{hU5hzcmfjevT2g)7t`UBGr_Aw3@6 zv!Hnw{~!(6=)WtD8e@hR6uRjIh6sV4w0824Wiw*ZlCKyP^+h2pb|$KJzR3K?qmcFQ zXHmUleYW2RCq#}P(EibwA1U#c$MIm?&{rje7bg1uhqwRJ`QpDDPt5<-$)@f(cZ3&% zdzyQL`Yc&7<>ewqyNu-+3Kex3U(VMn8kt3QY>E(gn`xP1PW z-qfk$PdL1lyFgWO&k0u#I4W_5a8wD0w;$RTRs&dZ`xiYOCYbTw;PBJ$z~|fiAx^%Q z8$=-^h^uFi`^r14Erqk!>J`_sqVG6+`};R|GycE&4sNz9?1C#eKEb7s`I$LBj^B?V z*NrL`Nj&;|1n?F3KC!bM$^V7%|Nl$vDa#WVRTo(8uFl!n;{opV*gf4Taf9)NQ7`6y zT7g^r)oeqnL*nZR2|Ud zgyP2-C0@ubH%6AZ^aPUowllw0P=-#&YMd4#o1iHdN0W)dFMv9CwC>i?q8J&g!8XQd zc*XSrz2QSbv=)7D#E1N!age|O`tR=md-V6%m(|yEf%A1accd?Sfu^i`8Q#pwb%7`M9Pks`3YqfNbO_>AU(I-lHUA~F= zBmVkQtU@@yuexkB-h5)^7)CZ;e``>rHoTENr+@*}|?Kw}BJ#tY0*^&L@JJp5CWkW^sY1DmVlZoIJo6 z?X-KL0dBBUyd<>91HiqQNEhnOfRBb{JT>K=~MR91I)v2KLZYBU%x~6^$(?w0!23 zF@t~$x_OW)?>niADqTsA=^k36kTD;Er$k)n;$+~Qpt2L%ImXeW(jti3l$YYy%Uob- zQf>?+@&ZK(J){uN9S$@`R(5jO0G$s?A1rRBL8pbTdUEXk5V>TM=9yJ@I2wOgchH&$ zf&^l{5~tbWqtgNSoJ;GN&EfspmTTcKJgcxJi7Xc+g)rSpKTLuHs^bYgo^3z^W9(_u zCkNO0Oj}((lYw}hSHC-~nt0+# zeD|d@dVi(cn$W}rfRvHf8}I!dJ4RenN1Y?VGzfwjVRFh=zaIA~vE(O<#OzH1urD>po?bUV^F+UQke1#%q8E(BMu{G|*(lAX;kJKV~+d|oK_i^uvG*&}^G1pI3@ zhg&b%CyBmLFUfwSZ%nN>%X?Jy4?M$yn&bJKg7#l<_LA;&FkX_t*+agfMwwKL<3}Ed zA547wiqn^?;fo6H;qGs&NqPIjK5qS{lWN}A`2{Y%@eJbs@Sq51Z)Z>EqiaPtdtd0* z*IPH^;vc`WF55$jE>I?%1AH_00Q3vOhFPy&VP96n(ycuUK+No;%7jUSjIV{}w-YNs zqQ!Kx^EWpbTT)zUjI9?4;T{g>y~qLYUlS7ZHs8QBle8LKxDyWP(!cGw1?PaYwiS^V zjLC3OKlJanls1qVt~GpiK^7j0@U?waAOWo(T-aP}LZF(8Q_aE47!cCX6Oz@)216a5 z({yf-0GdhPrZDnqRPwX9DC4>l()?80d5pmYDRCTLd?Brhs4;&?6KiZxN!Ji*Y8e+g zBTp zFE%A64wxtXit~yHIp{Z*dHCF{8i^M2_vOVnqo{8xWrF@LNP$gN!NNri`8l)@eL8D{ zL{$U|+T6L&-LrRA7|uB%r<$e4T16q$UZyD+zvB$co(%+Aobv$O@sB@JYrDa^ynY30 zVr%ezv2d&9S1Ro7UwDjHSphg-4m)?haD%z7Y!W;Dalqj-%Ss#l33%C;Ls_(S6Ej7y za#P(Z9FCsI(9h-10TIf=uU@t!L2i-$MnP=6YB>nP+2!S6fQT@e#S|$hxv^A}))5TN zSiYUFejE)*gf=oum^q*bar*`)nH+qa#5cKiq8e%R`9(c2a7MA7_5IPBF365fb89F^ z4M8zxiPU0iB(rmNOVfoDy$MWX2&8pF+k(jk+?NE=YFuW}C1qz=Xc2b9D#r^HifOZE z+qlD}A`xooM^1oE`IAk4e=3xFKi$LIQVj}CrTyCz++l2$R#=E>kNV*mF-E*pHCLqK0EejIq!aDOu6s74CsQ>Eeu-O%=DPN$I| zEFN))@+stKqO%g`RGb^EkZGBp>MS-MT(1g#_xg_`>i4;xtJ8f7J!_X1+mdvF>=Hi4 zd{;fdG6&NLUWywW8uRwK-D3qprgT@jgwtSiiIrF2Pz8{6Iw{d0=ni?x^~Om|;(^ht zEj)dF4j9#&wrSzAfpO<g6m%1^Z`XlaQ z49-Zi>cka8X%{4Cp&ZorQxz#CyuDt142!qU$M_a$xX`rnDGV=iLcArKMY6qu|A)8# z!};RB8&5nt_R5QD)%6J9R^MEz(vIs>jt5NaGcpT}CQR1zb3LM_H zkd=Aotl{wXjJe%0w_qGzKb6kf$zsLrKiE7UJHO8sa&*6A`CY4BS8(?W_{GW>JW_px zxBP@DPF@wbc);a6euOQd`_c6(G9OXIY}%15P}%X=Iv1y3$}3tDVLoxBr{lpEZ~Va7 zJDEOR|7i$k@9}lF9~!zid+X1({iVd_A6V%B@7HgVm-rrgID7x~|9>4X)4YSz4A^;= z)_+%<53uu}H4H1{Sw$p6%MjLSebF!z@e-c-5Ex zt+7D{O7U?WdnirZj`h5$8KUV5Y$=V`;Cbwd1i46smO4PdPue^t`QYXksA?ra* zBI2>R;!B7@x*or%F(1)X?_oRG8lzt>oT)A>W~lzzOzh}Q8PqT9*3mU(feK%Gg>n31 zM~@Hirs79!5WksjZu2NFntnJ<{E{6HjSr7}Hh%jW8eexvCN&y??X**`2%$F&{`5EV zbm&!R1G(Ne87RVd&YW9J$L>LAUnL1C?EIk4*(Z9}FME#NApK(x3H~R0-AA3yfMvP>! zX3+Kf@m?ckJK)`jAEGAg3g?_NSMUF^0L5eN>ZCr2&?)VikqB)WSgfZQH5_+@gCtRp z$k?O7tR5ZP2MtE3l~qk^vhf|`IJ7}mwBZXg8dR-2z0<(qTHyngSFsRZ+$8FgNh{El zcVe07lYzkxZxbDhB?F>oHqD7&1;V~zy@k5=Xpnb5TIuC;a;T$N1kQ*4!Kk`kico3K zM^PUn`fQa<(HonnBzAK%Bw9PgH9jJTa(KmSM@=ozp8VM{i-Hr#UPD`40{eNdQfiLn zUFJuzZiQYH>t=9u!|dy5nGNtGFwiXEbcM1er{+XonE_MPii_qHi7@AF-mvvX5$IUS z^7xwM2#uy})B27@0mByM{Jtzk$Yr{Ghh=yTBTvmVZQA7nk(12n*`Q=VVSD|g6>BUU zv(#nGe$))MWEd-!<7Hs&A;nelabkdXbN|PU!9Z9eP;E1+840!(SuNGXDWK)4HqrE@ z-xw>Wj=Nmx`RK&#{^ebBW7M2X-;}>@iaK%|HF&&a5PA2Iuy~sVvVC))_oR#+y^W$P z3aPU}`f6;Va+i5g!#p`=h{hbUQoOAcTeAfQbUh;^w_M>f)~_EMODuo_shz)2Vj?UQ zkAM^JN`QN;tS+0i6TC8>bMMEa7*HyHBJ4{UBTVpUccQENj%lgSt#lgqg)Rh7Z-_gj zf;69&)y{<&s8P^;+W%@ZxE?_>1un}#qWT&q8ZiEL6A<+-( zhbZ7o7T5h5mOmKGlyTSiL_RvFe)jR8l?l2$hS{)_HA9?|?fR@zQT{ z2YflwtEb%)VU(omvSv&jm@gz}-RyIOa@i9ZJ;j%R$UBx}dAFJ2o>h>U_^|`b@}AV_ zmo;w~FEFLrP;dblj_oTD!#F6cNnE!XcMlAFJY)=(!1m8PP+=X5v*C@`-3eq{Rru zWLcT{9V5bzyPp*KQOTi?- z3eU5_fG!BmjLeHr(MJIREV?!3Q^3#(zr@)4Pm*2|CB{@Cvqe#*p%1)8Sx$ha=bfd+%0mA+oIL7Npqq=P?r(SN#s|9AcQ|Murg zY-;%)VsCnc=NfS@lFK`sj%1Gud6cEaF-Ni&&^uJLus@Q|{T;4*tH^jH10l=BFf!aqBmhqt-HUJdQ`_vum0J{Ya!glFM~W)%xjh^&E%Z zy>7I-QAc`GW0|*Xc~VF6PqB|Lu6y9@4N0~&U+2Qv+Y@ocp#aYUGRBvw)b87X95x$Q zb>IqF`~^y5Jj{T{d_j4mTLMhs+bPO%xPqOp@MV14#SuP8vQOY#i~`dR(zky-W`w(W zu_e)8*D%a|4X-W_c*D1MR64DJ^8>s&7aUgm8@rgGrHb{{@n5|cm7a4z|yK!FuJI_*! z(KFn|7L=ye+AMgv!Zot22X;CkrFZy=or%`Ir%1iXvE1Kl?RzMGD4NP09txg!eP z&?LSIJ~P6X{$jrvd%j~>H**G%kT3l9N02FjA_erLL0+2bSg3VuooW1W3-GHCOusxS z18=AcORnXTVCxyyJws`O;0ig(NoLL{5PWt);dllGqzLZoU(DUZ^mx}0+C0xk6;tJS zL-WQc@JmnJ1z?5V1WXLga)90Y}p8mhM>Ku$tNi*KVvV865VQT7i9 zXv6!-QOF|_(Bvri$c!>V%J;H)go)oV3Pl@!6HY#`cYx}6fp9W7cqcJsId}rW}2#m;|^jsM@`G8VDW7vR(8tBf;Fx-4upD=#nM>h|Vmzc^$RE1z zR|-NSF=||_PB838qs`P@Ea)#CCSdbtfYbAo6~om(FfVQgcR0!Tz}6Y-%bh7{psC;Q zniXp_9Invpr;KX`iKH`&dvnr|=bhBc!F@8&DrCe+O%()7Bp+zK<%tI|g)t$I+lgRa zxkPZ-wV#-K0(*0Zf%$0Cu%oi}xH+1*Ldz-4XNK1LJc)}vy)Nzw{R>zLh> zH^>uV3qKjpoxLK!*X>eN+TsXjm+^_@)S^J+>(&6XVn*mbY@~X5e+_ft1Rk?hsSh-m z`NTbpm5&R5jsBVjqFc6 z#m90-=ZjdUM92o?>}Bm`B3HeHv-e+i{_99Q7tC}xWem>_T(tgl-2zlwS)DAAae|5z zI`&=m#=te;17qG+BBa7tUXsx+0ZM7J{rdv?@YmaqPi({kK-~*E?8G^GII3}u`Si#N zhFQMMZ0oxdWEyxWS!o*qMj{#yS2uiM!MDE_Lv_Ux?c`dUl7IgJZs=)5@KZ_ zTUpvsMK?|fshC)4p;wlw9j&H9=;o~`hX8z2bl~w*nAeOM?R^}Zjia+b=mn=zXaEAETKWO=?6rg(8%NpVkZ4 zFm4#a7c-L1&``u}p&%t1JeVohdM)PzM}p3Ma>SGZLk4BPmr4@RV+yi^&$aT!0)cEp5s$?Yob?7}`yE+P>zT3*jsf8~0 zA~Ae(5#)JSAW`#$33_~GwLJI~D>7%~Ic3amfl4_lmERHZAi~&Z;lVA&@bL-fEP*o? zptV0DaGS{qZia7<^z#@4x_NuGrgw?3fJL!SaH|+>SPwVqebs~XhE+^4qy8XuZ0$zq zIvxD|U4`TE`4voK%>kj^xD$Nvn*DwYNd#ysk^3v(?*p3}9II`Ni^0#gI;~uV3Q(xw z$S~XN15drw9n-_^cMw<*ZD;HzfoUWIs=}G;7$2YVBLDFuBx|F(vDBuD z)I0}EJH)lnD#i88N)jP-n8T(&v|xhXa4D^|&@iKmx#!Uo4ppktoFLauu1<`L3E<5=J*9Xm3Hl80!FOoj=aCcS(+`at`lkE+Qy7RE}5J$})JbMrYxI}#@w9fg$Uqg8%vA0Wr zuZol^7td)ZZ?;SWe^LUvf^v(8e%Sp0JLHS=38C0|oOlnpF{H41{wlYj*ak-TNy64D zCK=HPr@oIRP)9qar#3&EXrs2!L#tEdr%-#G$;3k+Q*^;8iuKqx7Nl0M&EcDdpuTU_iK!kR;F|pEb6&LzC16ICzGgG09AUlKTSm2~l@J z+jRD}5S=kR)}j+7!I%W}E8;UwInY6lcib07PV8c~%buOB#ja1$^(q_);$?!U@~yAF z#y+r+D7ZOq{~8e3WmpWqs|fW^g>|XN@c>cHkR|6DU-*YATi{|tDj*EeTFQM(3PVo$ zi*kez0-?1Ra6>m4iFG}GGEZcI8VERhT%Z=ZKfX!l$B*S7?+dElb2P=S2R2a-TMDA| z=W_}^be8Dhn)>d^KT_!4#k|WEOIZK+I-??B!UE8}eM|OH!wCx9mhk$LWDM3VI;R-O zlVC^T*^u7U5w?Hm3mfo#nI64pV^ZT$lJpfiDzP`OvZdCIs9+ zv?N`=ObQ#7H=I1WHZYua8H^u~Cu8eWL!yhh)KF#P=}#ZSv=FF>&P>S`LVVU1Otp-r zh-sVhrb#k0k`CA%Eflgq{rD_KggIR3Ki$9oyZ-!t`}4iIYHIe})#wP{-rWNjP<#H>Bb>h9_~PWH4w9q$F)v(FD5d9-%oy29hSZPbS_r z+L$7jY$uzSWGsllMLKP5#~gKQ>~zLr>+jIB59<>L#&EE3wwssS64d=PAG0=cf)*Q@ z81+(PKykzPi&o{YH5SVCFFsWW;*=fY=UOpXHle*{P7Mg~Ad^ zelAoCp?urUS>qF?=&|Ju)x8pCgq@Ta@IclAW!$d}EUMu`572w#dt%1e{+o_ZxYx{q z74fM{<6j-2rw@@!x~MVu!0MIz2ixE6vJC#vhrh+Z|8?4jxqV$Yf1QVGnZh5qtK`qK zkI+HchArj@xfP5^t^Dtq5GT0LD^;W;91h~?Ml9qDvGKxIY0kK0F<9lVBMNs{fP{RgExHb}e;`?y@+O9V|eSLh2dk|Y+ zn3(@}*+2p2<@n1ytDpgaAA5%GcYDK^Gz-@>uVka zsU(Ew(nRgfsfjd>2meUEt%-(7=~yx7Y9HwZIS8k&i8(&~M58Rjv17N8v zhS1ajDp9FCE!M~a5yM_m(#NFWV$*HK9}I-x(FAcA#b+1zyXRYEowhH~Hzm59#7_@n zNGbGPX9)laJ(Yghms{xF4C=TQGRRN3b| z&4re!1Mqlx^ihL!d}nAaEqYn}(BAN)5n5M#g6C(?f|?m_J_uQug)yI)e{MM4g%+dt zWfdY?pae}l<+<* z8EUECxgZJoh(ta$VCMzf?H6)%5Uv2bp}aqrl>We?zjHAaYHmP)- z{b$^C`=9+jut!R<{*{w45MCi*uga}E1LEIpe~cctf!x~-!xcHkAc8>r(uKRxP|`Z2 z)QkBtNF~6V;&Ru8BeH?_eFc2MpKr5`BV8nr^l69Xob()~O?3C1Vyq+7u)3-y=pF%x zMOAE`_uD}a16rQ@8(E;}SM;K~x)kga+-qjXuD2XNwp7`e>HTLeIqosxsRHxxaRy+B;$B8$Mp@!N0uFv!tWtoQO5Cz38t zQ77KjLw0%r2b+PkXgS1Eq~fU&0(Wc9iZikxi}byL6$b<@Wu@;+UC;yzjnpqYV{PF; ztNm6Xw=s6VMt}4uWh}G}Brc9VaRuzDs*7!7=Rv=7w2bVWJ_kO~+<)p5Nd_ZC+NmTv z=P=heNTTQ!9HBvWxXSKe7#NT0v&sl@fE+$sf~?NjfV0W@jpLdmEc4D>v*#cLBgQ&A zXEa^0>tzd^fBVmYeW^#iBm(r%_e1kHEo}ev!T9(IC6zG5)h>4O*;_eO+TY(75)aXV zorr3cCJ&OzvAqAcLm$0$rf2#-LWkb^{wiCQF-G5Ow!7=sSy5VK<)M3n2FzZYpHXeF z19SrCLVd<;pkS`v*uIe^i1QyL-posa;$H?ODylocu0)xLaf3d*9oXQjIh+o(t`;0) z38sQ!WT8IsLz@^id&fP*Z3kbc^-AqNjsc1$JeRCW9ASW<-SL*G%Rr#+$xSY8NqFwD z4y(QZCD^7c-H{3RgfpF_>w;=&K;TJtog{WYMHRt^PU1KwfdApvq?%eNYV&+!@YhlU zY3_}7=v!|1rH=Fxu>a0Q9PmO9zHw9$ zyLiF}d}9eYDQiOpUnHF5>@S?d983XT_P36ZkFt3_StuOrxYSV2);eJ480H}zTmazkMG#w6|ka^gv#ppF+hYj-LSUo?>BF5Z@g(rmpV*75GPh-G^$XLfY%+&Q!mUU5F)G#fIs_s|R{9%M%RR7Vx zlgWbq)BXFu>(BqUKVL#E**)x-fus0GeJ9r*f|Ckil%FiRMd!!Ft zV7TG%9*6%kHuCx@B)I&aJAcjJ@gc4r;?mxC=UXX~N7u`IpJ-d|!qq3-toeTJOFNDa z=%r-;@+mR+DE^^~d3kD`0UcexEl9U?7oFoR8`bIQ;ttbQ$n-zRAT3d&1#(0emc8FLOFlwJLN$NFt3 zN;`P^_L#XWsvLYE>}C$o;$X1Vdq*zRU4VwJT+~OEHAb5ZBy^~Dgy?1UNn;e$xg}Wg zfCVjHG1(+ZMR3Je*XE3&21v~DqSnZ>f$YN>!E4rrpdf|patT)q46xc-KgoRwe4TIP z9l_Iw=gIWhl01EY;F`w;5l1qpy5)XLxp)rqrS80>?cG&PfV*W4Z;9qT)@a@ky{$wVwIUQZt>^nL;7-_fE=k(z#z zyGH18NMndj0}E=&`9r~a4Z%T9-ON%+4Nw)le5WnY8rntolE>NWgO>!-o?}$euzJ$G zgLt9<@UYvtmA=%4VG^g8%L%;!{Vme{>s(}z&6;Dzv~~`IFIev)f{$Gv8)U8>tq2Fb zJ!vh@P7ZKuQb9MkJPSxXJGD;8ECmfhCteH15P~&Zncwy$E-+_xr}58#54e9ff_4#) z9>%^a<8QxC0Bo;1CJsTCZ#zPN0wY7EeW z*8($yQ80Wr?XdsKWzc!$n^Jh69wf914S%l~0Lq61zp`%=K`Js^(Tn1rFxoM9m4izi zVMni2Okryz=+mpby}@e-FLAAxjPzUpbWC?OV~i!C*4vU0Eqx-e04YdEE;&R0?`Q3p zX#7B~T#&YR2^E|jmZ|mV|AVpmJ1=rwDh%cLnS>54DAl!{MS4(J-~5--q&LVnoq1ZuNd}Fj>kaI* z=P(7@qbR@{%Qr>MZ?`3f0opk;1}QuT$g6s8s&n!JxWF3csQ+0K@{d#xM~xi=)}~Q5 z*V^6x2MjSaI6k0h{rszg{>US|wdh4p&cDLp?XAF8 zQcFhMdc@l*mjYZk3+iXop*X$)b5$9`apU-rJ^9QxNLmAN{0Lj`K3&q+lvFdW_QUp&LVj!kmUK8I!k?7ZFMDUn|4VA9`m&xXYW zHVBKDpWHkH;!YN+YyS*}u~G4xJGR+iAb0X?0QDL8A=!Uw#?2lipZsLCoJI!M!#}25 zw$5SpV?;)=Rh3Zp_w5DYQa|9E%l!tKyTDf@@=IMo`CwN;S-B`x5cUj?+#;y_gKB6>`AnRb-l-FMp-|?_HSRkT^jz$o3%Ioe*n+X;L%@v`efWU$=I zAjP_A9ncEy1!`0iIKl1ON0p~MA6Ud$g!)vmCcgB{oz$R0UhuXM0#Jllpw|USG zU=GG3Z(;K}$&zzpl+kk-o!7~mQt!-Rmtk$Hy`&#V=b=1r$m9Y~Cw!UI-p>P-Umg!V zuo8r|T#2RkmH%LhQt9TdmRLgbK%~E&;tXhMU&q`mCWR?$9PjGXeq$OQZ+&~Q=8f)Y zepq=QE{uZSs^otOQ9z$;o)NM%v7(hf$y7#bTFAa549~KU0{vBY)=%iyK~DG2Yo6ty zM|`|tftY;&&wQxZBXT(dSi}QJl+%sjU2bwIJG(Q0;8$;IVSWg7%CM94I-3h%)OQkh zYE8IRpjFA^=L8mb&!^(!9fw<#S=w0_<}sGvEc7Z;EnrMFW8QLR0O)w4b%Kq;4U#6< zJQFgw46<|o27J3C2)&bU8(s0*$M|HPjw27Xgud5)ALQpdgJsb_I$E?Okl$i_ABAmW z3Pi7m9~Szc%bTr|?*c`U{=RfzSITJ=X0~eEw#a$_l%U@?i3_&;8rc0J(4&CZ6bf>5+CTNN1NTS`91iItAUpNC ze;Hm2;J(2oQT1LK4rOhOS#27DRn_DV9BwqQdRvJpo9Yjy|NYrsQ8!Dt&PqfGUqypT z?GsOZY20AR$(zUHHmg7@k6zO7CsEk zYi4-RmP+&;fWknPQlYfr`OU=BO>V0f4YDFcm4VQ_U99JO2Kzs!>uPs+#a8~ zf`^N5-UXT#i@e44vwF`=B3K)NiR^GOoT9l)0+5Z{qlXP01Jity~`ez%%TdoPR8rDEAn1bp4q3ppi>5 zuHIo{LF0z7MDUURcX8~gu_CO$|L4o*d4@}OCGP&^X>PZ-Z{zl7?D<*_r6L^PV0We5 zB~Th?ZxC6@c>Ql2A9Ia!Vo$P>_~`x)ZBthVH!v`^|FNDVof=S(c~C{PX$%jq_y{FW zse>xh&~wpugQ3E{@`G^mEUX``mz3kx25<+sL59 zY`5g{*E!5h?#XK}1T0{G6=S^}u|F_dl3jgy$ptbFn9iO5mJg)95S;wpDhO{0zrH?4 zw2xu*)R@KlZV63)P238_a{8lih?TU_P{YG&(?m*iv#8!;idq+~JdKv!%cn;n>i#hg+yNx& zrhJn;q7HJdR>dpjn!p*Y?4f(knt&nPM6o+07*>m$a=li~0(`$GNq+mN!4bR%1Y+KH zfPLy7Qz8eJZ*_! zsz2}JfEI$Owm0P(^Yj6|M(*n5gfVk#uY2NeBCOm{XGfX7nFcc`cjG0sJE`HAl>pzRj%^d|{dpz-d?n}T3c*!6TdIWZ6) z+`qEWNj~O{i1}TZFFcVz%ZIEdcN^poc~eM{xjH){U9fQ}<9_M44QWt%-SNw8 zHfK?>_X$?Ha7H9TsJe450Kjo}ulItw>VU$_y2GB>1P+}WJJ&XG1|$k@Is{J#L+^&C z0v|cD!Lg?!gB_pL;q}W}hBqkfL6zkg9kUV{Ea9a4J!mtBiM(|{UH;S@W_iB)JtN=; z9-CxJCvmvIO-edW7SVh#_6Cppmb4%=AmlkQ&+rE$v1_tn_5axW5_m3~c42!65y_q< zTcu=8`OkG*LP(bEWXqa;Nl00;6|yCYtf?qjT7+yB6(M^>mIx&~+4B8+o=492_|C8M ze(!nDdCz;E`^W#9`<|I=u4QJfd*+_G=CUpj=Y7%Z^EX40ByKmi29QIOs<@y9(*mvq z&N$({*kV2J(`LUX3u1z;R-$5|k{GvL4F?P`V?BxL#8QNtJPW>3VLe|c?tf}j z#^x#f$PK0bvbX=; z3P10azSCAEr>&3Q-M(Y04J$p5_0 zb~!2@dTc=llm9*_rgx=5i@`%3F+J7^D zv1ZrT;2pbj^0%dg!Kqete)+lt>VNgF|Mq)1$lP4oQLrM8d>1O@`JY?ErTL74EJJ_v zUhNyhYc>fO;HHn=+oOUmcAkp=%rl4h;_~WbiW_igSIQ-FECy6}Y%tM{vKjeQ`45rw?sX)UI}?gY6Qc_miBlgPmCf&wT)@LPc;j?s6jZy1$Q1=GBhosCcD83}Fc&Yq z@cGJi`09*vu6dgPLs34Pcbx1+Tb}RhOA_jZ*27)LKhh|H;JpU+${7dJhaLE%*-VNrMLaV#t{vDj7x*!4+x*tpyR$!{sJ zbk8t?D5G~N0X1Rh>FTxgAiRG`le@Gj%c+w%&`;7-BhdhH*IUml6%0^nKjZN_mkD$< z@$gd4a4+sO=W@Qjxen%fcyLB#VLL`Yrglm>i684s=4;y%L5a0d)+d|4$6+N4+ChC2 zL>OW9a|zE_8H`frA-Z{^2wpy41SzavK+X{7Aa zz~Zf;W-*`GpUEG=z0N-W266m8mAwRnTq;Om+2X7#HNJj9q5Bz+2HgI`gWkX;2Ra8O z7d7XN5KT+P{r+$hXuS4~Uvu^n%5Py7C-q~4;40#P9gY(?>X6O78e|&Kza><@J4_En zFwXKTYD}PTmK`O+nY}n&VdpXp5gp7Ref1VY+hzP_B;Ih`L!!Ml;Xb0K}#81;Vp^N2+L=% z=$4v6)@p(&)bw>Y=3=h=9vKYoY$3}v_Ay4H6$VNz7tO)UR_spX<7>$3jFD=e({>Q2 zT4YrjnZR8-W!5>fqzR1WTE5RlEs;z7xt{RMX|%iMqV_}9QJmDORdKDRE*3kV_bT>) zAohiDAU8-^5NmwxM3pPbgxOZFzF@ZkY)k&myE{qfu*c#F`#h&)Fz=)8r}nilVctUd z`symepfMowl%z@mnS?6Lb4|&?)nba=VF3x`G2$Yq+G7m^!4_U}XZ_JDo!C3O1tlOB zS7d*dKoy1Nhkx3qG>0PY`FVKIHR1@xZ4P?|$U%pv_o&c&VUwbc(ZvNu+ z2VOduh;a>H9RnlQM4B;FLLz|eAu`XJO{BnD!X8CMq$BKTt3NXZJrPzHpEZB~xeV6w zm5!_DBfh`;C-2|??*9B=oIhi)@q@X(dw$yUlM%K7l40xb7st*>JobFD{(V8T?0VXV zQIVhNqlf3|OyA6+HG8jKT`)IPzdj!k6hw~R7_EPAp-qxCSP5qRnSXMtO;!EM`hE`L zQ6%wPYvLz9#_FWv)8(2!-+vYi7>?2w?faSkve${5xuom!37H?NJEA7n{X?=XSMnY7 zTi*|1qt=u1(Pf?9?pVsJrH9tv|8R%DNSuDZKHq>HP1W}KH~uBv9}zG0ldaRs-X=8P zbl~exdb7xmp3-3#fp{Zs9qk)9#96o7q})s%>`Tdp4Bki}nS`;s5kuB+o^v1NX-9u# z=`BMyvnUQ;qzrp?h*VG}3yDTk%#G z$W8eHx7|5w#Y0mE)6i`jB9hsL&F~j|e7H4k0iRxH*m7Zx2BuPO|?q@LS0N^`QUu zhH7I}6l3aHhTjjlm1VO+?dAxia%vYx+cF!_oHfz(B$~ugZn>9w0%^cP0L4R_J^E<$ zoRPsp_X%{nRa;~DOD}G#jUxHwC>>17vefRvVMZ+IhN&In4gsv%S7PW$HwD%fjXyvv z3t{v&yH%<=iSXweA5oL9lfg`cWAh&p;Q1qu<9shA1gm5#(xR_Kk-UMAtH>!im`Kzt zi8w8e@`sL^h>Tf5K>z)xiza?(;zU$J%29Es+r_=_XvGl}c=dt!M?8P60X%fcLX9}i z;%_9%?Q+m|EKGcS@MVwdTpO$<8c8a{^%yQJ;7+6NW=$ zC-`jRRpmhWLGU3#heN1!HT=8xM=R*DGtC-H3_@>8MGrEc5CL+%3CI3>ifFrDw|>Xz zDRg_enyuaNC2lT?X^&;wVMxDA-TC;PC2}~=%cQv56sEfP-JUMTAaR12D~8Q%uyCT% ztJ`Y|M<@Pyv-wdqAR`==sL|6w9xkV1tZxpXi^+=qEH@f)Ly1mL$sM#YaC#i-*TjsS zB>Wn(61NkJdw|Iv+)jceeykiYS&_zyH#e(mMH6G>Fg$&l7H{zP?!QL%k{X*57B?N{ z7lvET6d#YcOQ1($vevyXg=~iyQ-DcNH2`7?+f}EYbV}nMhb&qCRN{k7N7nkT>+#QZ& z#!8y&@cz$-UBd<(BPMXKUYyxQKC2Fq=9JhiZ#{Hhs{3uD;RLD*o=wbq(u-UDmTM`f zsDp*6Eu3wBvJLajkOQAVek}6APUB@u3apsOq;IDt!g_oCnfBBWV($!3CbeY9V8^~_ zeiMrN%ijKXj~D;m_X*`wwih({M1R_^i337$)ON~0?_H*Nx@oc;e%`;FB1xSpTmK$l z?;dum_43?Ld$YF%zdP*py8T-&lgT0JUtjMa^RBHvSd!x>J{9$sh2Hr7bIo2em4&di zd#u}AHL-h}_4XV6w70FdT+NlPuCMPCW6|c!C|sXU(4jBMdm6vKA2KOzFR{TBiJ$oI zS}lZ6wXV}^dDXow5r6LDTKO-ld#E`b*XKvrw2$0Z3}F8mPjcCYE(fPS zH{fw(+3`_E{Tot=*REo$Zp0-sKM8Xg-3#dhu5YNv zoL^2OhMMj7bA`3qap#A|4{l960CvMvx9u9_(6{y?ac757)Iobd@?lsTPU@3rlXq7z zR^C~+SUq+f6D_Bt3j%R0y=-&E`;i$?+;t06_oc-y;y#6`Moz)^TEEW~2ly~MU);Ob z+eSg}Ne|a!MP7_TuPpYa>^SK3X;d;S6u`_Oh9hz3PXkj}hf6=*4Jh-Xnm%$#`llS% z}W{%VvXj2D){nLJ#E16FIb~%4c=h)YQE~Th;E+io$StN!H#o!wsw z9)xs^`UfkbZTnQB23>|waJ0ad1MF{cfxHGb?tJ2y_|(AZn>lmfA~2h29ZZY)GoF7? zuQLleqzkuwvv{#L;ztA>fVF*}s?Vzeeg(Msw{#op*PfEVPibP`P#m>CxpztnR6HE#j#B-7fm%2WOSQCT85L5jK zC|L;xFZ1$Zs*z^ztv`MR;!?EFErkGhJ+BO|su7~x7Cn>CbAqr!{Gm8+jsqR$x@hl> z-#>9?PlfHL*LEB97aV2xFkWU6iB5D*`PVe#p7J+GCJ6`wXNK@l>w=&5}CpfqI>?jGI9E6=T>5dQSqc~cQ}w0%eX*ylD? zs3V%sKiuNJfxn%Fr3J2gme8wmRgJUi{W$N|aHV@Of^dYQ$AUp!2JvL^JIE{UgOMEz45aKyVT_iAhwg$();P5A;GqP*Vosk~?$d1;Ia?PKZ3 zeP!L&6KOAwEnosySnP-~O2uMzyB-EC`^%Z?Y!+H<_;aiK<6&OxbMq6-^U*x0-gH+s zrQC_B-yUr{SoRIHTc2rFI1&OMr_{^-RU#C8f?jfHmmn~c(~cY&V?~b$=G|XLsetom zBIH}Jv3|DM3CA+s|As;brmD>p-s0C6DVxPG?gLY;w(k-AhtZe(%igtLh2iv#N!Ryd zX6VhU(c;`(|I2Jcnv(txp7P8J^-=D_NVoE+oc{B^AAn3Yzu!kBSHfkWI7bY_buiW0F-s8Mj zZfUA}lKJ?C_V>@$zyH1c`Jelje>MKr`uV@$e~tvY9tWPhBTWQDjVJW`T1Zfl6^m(s z27bLCf4RI~91HR>S-g(AjzD-mqTiKezM(%WK6_7ov-BKFbz-4=v9%7jQ0(=k`};na zNyV+qcpgUXD?19cl7!&~7!iE>qE~E)MBf7D@hwgtyIdxnRLguC|_o%QTRnJNCH!oEn zWKUt-2$9tW{;;bT(ze-uLpL5VYTp}c#Er(6*^`p(gN|H|kO`Kns(;f z;@{t#iC!*ejDz1h{Nh4OLWpnm8Z_NXjJo=*-v?L zq6-2GvvwxL;8RLD(J|MCOB_*(ryi98jfpxts@20N=7O?6ndS)kWaRJlwx$JlS70C= z7R0a`!@6#-vKiPVL3^{}))vfXLTVQu{UmsE9l5-{nHMYk@S-*5=m?NjPDgjY-idWB zsgi%t{R%aS_Q}yIw7_IDT-$M-6IC+ky-4ol2i%Pn)dNfHNU2YWxCOtT*7;ho=u;<$ z4g5_+ufBRAFo)FM4R$oDG~$ef2_vQ!g@JXqvRLxBW5|^9MXIacZoq%&I(sKq7m<9t z+GW~}_mrO6ynE$y7w#U{<|kVk4nl1PeiAF}C^ENGnYrXOh(bQ&l*a_#;W!(@yLpnt)t5h|%L=7#a(o#d0yew5x!$cY!jMO}Ea_x>0(+3y_fFx!c}DPi3? zCp`hxmyg|7{zL!{p9GxE1_{xpa6h%SSpisn;qsN=j}>j+`hG=KR|TT4S%^y=-)L_u z>tyo1Cg)MulEsV9%8fX;S6oJ3WqV;WY0CxK$MQ(lBVpvyOJR7EwtUGg#SHD;#FHr( zN(?Q>(8orOcHFBr@0BF)1MuXn2z5oM9O`}6Y1d#diueealS^&eaGD~m@25D$F}sCU ze%>cDu=B+9jJ*{tmRFy<&A@sJ9?7-Mv~uxbacv9R^M^;EzChliSBe+weq$U{%(b!o z{j1rdzwGUQjve~nisi}{0>a;Tk8_VR$NzZ*$C-!IIGee-oi?{JQ9i6?;^7=;Ln7!O zr$XQxCt$Nl&4ygfh9cC4Qq5+w4GsRefC_;M5&oY*Wjp?#DV$76$=qB=CoY`H+FD7; zIS{adWaPrCjTEAs2S!aws8YsksRg%ce=j{niZ|B&hKRPHfwpPGP2_N{u*pC2-!S6u#_s7=Ozu%L(yZ`opSV>nGpGe-!-7M}m zHQ4ROtIdYoZVw)K{3iV$8X!<%uoJ>RQN)h?UZE8++us8!1a>0$2s?57j|xFhoSh^- z5E7?}S0CX~RTBIIz&{9+HRb-_+7kYC`L-`>E1!3Nj^0&Hovz})h9f$cD|;^Czv(}G()qmoI&6sl*OlCVjI$?{4m$KXpUDx3{qXm3hJND#i25yk|^Nihr zUuRW8r0eX}(gQjh;@2_%?+E2h3W%DyyevCZpBoXkOpM~bv(*f;HKOryo$^(wyuVo= zPponXu-j2kc zU`rtNpqsEwbwVd=4$pdb_9A`$4*BGYw|{f_|7=>*@x7U8`9vLv?vmSS5M=zazCDua zyRK763rfb5NvYUY6hJ4aaL;8EDBpYYx?O1%cR)Ss9o6!7aEUDD#tw>Xz!%wgNchnH zS|rcKm}0_u3#S?Vp+3ad57^V4FMfX*j|9KXH=HVqf~ni?so^peDCW46n)CN2boy<9 z&D-!S+;e+eoJ>go2tH}9q8z$}`W9(bTn-JOO1_z43jCPk&+<*o%^EuJI1@gKZL-Fi z*4Iw_Io&_Yz18De=d)&A;Q9%-nkfIq4f6Xloh%bETcad)!1MBF<}~plh%)txIxdO> z>K+)r@FZnG1QvDAvp88VU{qI}U8XFXI1|mLo11Y{Yl% zOeA=SPD{`ARjFq}FQb14*H|;UD^y|ABh-YrOX<2}ZfD}YW|@h+ZMg=44SqLeW;4*v z@%hxdK6G$bl$BoIoNxpFKhyuuey^gMRm7`#8u&SKQ+sva{F0vnf!4BF8gXdhp*qEp zCWWGQgvK{HNkU^^srxl2A(TJiR;4kqAI`Big|;42K@?o$wKnG@p$w$06>c6wXTH2@ zoWReyl&%ztkNJ1vUPw*x?iMNpnrx@y0nS=zkoQQ#Ssk%~2eKW*AD_VN>sRvgi@rZ?{t{UuzgOAhEy+yNI@3aaq zNPwcJJn5xF{J*6CSN#2V#}|cKb2#=JLYJxN9R>BgU-Dzea?$v{;R)c2(qf?*JBj>+ z`y01w>A}I2X0q8}H54H^+5RA26UL$hdyEyG(a7-w22B1Iuup7(xUAR*)pot9=C~~k zV%V^w;36fu$~~PdV%Y)nqM@C}vXkh*GII)z!2q!Csat+Nw-vNG#>rEYIiUZ%Pv9Z8 zDO{JM>=+Gdhxn@oc%M3bD857Ujkml4RL4S~-Gam~>HqJR_y1q{6MuYbUxVvdRAnWj z$8+>R=2-!=!)-GpX*hc$s>2vqUytT}q1Qs8ujdv6kEjDb#cK=whxVw-h<{Rz+Z+Pu zwq-Ir^h2}ePg^F{y1>%+Vp zEqzrnhi0|{df6{6fAF)Whc&pa4`wFs$&OtzP+6saQJPB?RY@^B69g)O$4zoh++IMp zMTx_V8)U&ZuFQa$^aLv8U_Nr99KT2A=rKuWVppU($lTRVzy?!ac?!Ey=W$1CUlQKr zse(zh*{cy*@6dulY2$^DZ{Wk(=>i|E6?6e-ec)sx6}ZeQ9#V)2|u_l zeKuGM7lx|Ly|=VJSw09}!i3$N4;%ijB8xTLZF>;ikqmo!EMLjA zt^2ZD=jfj+^qTp|7DH+a_?E9~_w0V#FY6bf%M0-r29s##_kC7D;S8w%)YaGGTUyF) z22CC)AnC*P$P4=HE+&LahU|%3GwIP_4S|!_ZoCg~*`kyu)ttyJ#M*dyp&MN&Pb}c` zdx&$FQeB+!w*vY)f+>5~^9Xabt{4UvNXt)D#L=W8f&tfnM}{p(>AM=4>C7D*OV2gd zuh!NOmSEYC=(BqY)PJ3)+&99AyEKWRcT>aAG4oBROO^LoZ)IOuRH)6!u7}Nkvpyd5MEd8Q zKLEV*352^TG|(REfDG=te4u!|kog#``UZL5y&W9YQ!Wlg`8VW}MX?R>f0lH$Jk8>^ z$~o1&`}i|g>-T&sWBK)WW>Ede{lUoli?{&xy1{9qzA_S(Y?bu(roUMq zePn{v^S1ke=CFA7$gLwN(|eTT(x4>Njy}F%)L@NjGCeu;v|ped+j%b5yCmWC1>olV z2qAD?nyCG7@qeHFUf0AwCbSg)G*DHC0Gd@?&fDeE{<6Lg9l26$P0I);VwWQG#yEbN z{vSj2zb@AI&3pMjOKyQC@}%>{UB8yE87ay14jnc~r&5EEtet=9;~!i#hQ@t$MMBu2 zD(9w?0;v2Y?|-no|3d#iO9ElMZ&6eI4sg*S-a3(d?63Cm3-xVSYGiHw*HWXumKyz{ z*8COyUm$^*9T{~kv#h`{J(rx4$%zsKe2m0(w_{kZ^KnN;R$yhmn`zXmzMUS{Z#>b@6K z{#wBOrH|ml_dv9#`n!Z~?L#ztUxmN>zAw&o(`1UuX9cit{4y#qsfmbK$Yte7T9Gvo zUEcodC4ckK>%Tx`e^U|t+PQW`tM*_Cs_)xxy!*pckYm3iS%d2+ExJ0jNZnX~<-pK% zMj$I{vaeugNg7AFd2id^(&F9s{prfS6i2KV5c+m@%yDl-!kI_^*rl0uK z9~XJ&C62I02__`jwIz$qk>~xs{Hi{6xMaM)utq-szi<0U4=Q4;R7J8e)e?n}GlFsf5XXM!^C6acbF>&bJdd3IFs7 zY~$3~3~un&ja_t*&a)i5%}@}j4zQkh&dUVp1m8{bzAz$z*V1GOF`N)lILZ>fgwRu= z&0hwHMZj4=h5W&?Dq^-}RaIGSK$AGpr1~r=8IoQCLx5{ebeusmv;M>6N~nx8aRc z)Hz?t^=-<3sy07wY3y3)9RiAgG2Bi3@r(a@eWVc2Vb8q$fsRVkx6kj>ANl{hAMi@KF^ywfB;S+P`mMn0rf)fEss%>(ggNIRoC@yE3o zCr!^U3B$$It)~hIbP%UW_5{i2mq?cBve#kj4BY8Sm6pakwqV^!u*sh@2+8cL{ZyKMDf`pSJ}T3ZPht`rkO7m7wBK|Ws&R@>~84wrcOAG0&j~`brgR=BA;)z zy%+A>&_35G|Brw=RK5 z5Z4LG$)`x$Kkd`GW0U9-H|J~eTd#10O|0aK*U!O0zJRl{xfjvr8xLn2vgT2;PRiD6 zLc<&M@s`j*Z7}pHu-p(PJCp14OZk$Pwl?e?C;&qtH-={_r+=A#T{8bUp<#y6<4-~| zA#arM*mW6#U-nlc#KM&6Z_VKCSOh~*sU14hNiB28#SobGe6i}y)k0xnY;IpK>i}Kz zv((X}uE;rVex-=U3}|wcXfE*iq3&FUOW0XbI28C|Q(S)^Zgzo@zcxD-w!}2!^0E7f zNhVX7HZu))LRXh);+v6oh6x3a=10`Rw2wTwwHO!wZ2F=F-xcr>IC@czIvv%hX-di0 zGJO@shtEGvS;)H$u9*z`kKjKs{Yq->6KeD}dXJ#WBPNeb{QNJ|{|euq z<5OtAyz!^q2l=h7L?i-^NY}j9%{N&KLV3G(GEo(wdk%3@&RW+YC^#S?lQl7toZcUWp0sE3UUr7wy(__GxzK-8eTl=ho)5U|X%>c`rf);7>r7Bj$V222i@7Y|w?hYi2ycv-Q@El6>8S?F7RgeKC&YGagL zV5uZKH~99;HGZ%^(67OtrO8$w+Op+UD4bqRNC~ycN^s;U{&I-f9-u6`NqC4*k!;2{IUMd=bBb=4ms6YESW{n zT&t|QI@gTa>c$LaPd|sPthe>$6z5UrP^kMuF*?Yr9?8oH7{T%R-AK)9ehAU}C*mc$ zs!;r;#;R^z4B8J&Qs4V7yhi^|dar9!Io?c2gd@`*(ha=U-I)AL@Tb5^`Z-nupS$4q zuwLki{`xWMe@gc6-WGfiSUrwk+T(ov-uA`VJhVKP87?(x3YO1ajNh7gyMaD}5rbu% z?nxM!AB$!ic!frKGxoXoTEmn$*V$ON`nB}f9|f+#pXCb`eDjm;35A``d&?DRW6?bW zlTY;l0dQHVZE(ib8%1iG?lhM<3xvL@LYMK!mG_dS*(wl*!}p#Z2KCHrbal=p^{CBG zpg)nQlx;(Z65IvodU_rLZr{UuIhAiwX}9=s`?JsBXyQVG_3A7F9l}e!2e-nJs_+Nl zzN5H{x(!^zG!I};#*OKRZj~tI+Q3j~rW8Dy;(rd2yVmIcNv~tk*Xn5FE;z4Pa`5<` z#9y`#Mk6ut0e}2bzp!0yX4#j2nf_-%e*{7@p5B=@w}meCmuJ6MtSuG#bE<#;9&;>T z5g7^u zL4lH#s#m811?zmTUw)boJ$(YhY-AtNNrwH`jK_$8-fBh2^WAI zWu1%K8cywU!0~|SWih3MpVZ2^i~a>CmcFYP}b_+zk#1WQxQ0k*&ji25}56A_KE(EC}Y#8p1YeNbc>1y za2Fj%j)l@dWpf-}krN!Cuk=6(L-ZD2uWg{`u~3GFW(dlZcHEWvd8|hAqov~7fYfQ9v{2KC5)B(fDQ_8_0_Gp}7JI}%&`PasQYj9mFJKXQj zyyHFsH61JuEf zu(0T{i6c_Ip%(6_FoHH6%i@#R^8%;tB{(%RWe=QhLQhw4g`y0~?MZ2G&Ol3P|2A8} z9Mrh;waYj>M;GgvnA%bkaS5J>sRz1FftShbvur<4v}mK--~M3>q`r9i;=&Pv4gBX{ zjb!RQ)Bs10v*ljB9`;YyKGr4sduX_kj|Rx>Vf5fV1+GsW8~FKidVa>fx@J`o2o>Ko z!WAKnsy0=Nm3Rt({_#RKjGP@YJx%BwlivZOx3p-V%ZMYj#;n|AZ)q^-S{FpEis?T2{w(-KFawSu@9gW%!>@AE!>;bxStW z014AM&Z@owR1x?w^|234xdQd!2c=gBH}L;weK_q5pfju$0IQ5(9nE|ZluhoMV;aE) zPn~a@34CKjQD$l~F&VockbgN`@|XfTe^z$t`?vrYM~q91?AiD!g)QN%{6Y;!5$-*&r|6z!~V2q!C7ZR`{>i@CRdnz2)@a(e39G#`|XQz z+M;b;mH{lsvt4r$ss5!tMsIVQN^7w~XVjRY=d2LoWIq~q{{9qd64prx-?g$q9wNJY z-#pM}0KR%VrX4i9H{dT}SS1^D+z%H{Dn&nyR7Q^;81*eqh=9golFFF76-pl2Qg7H( zi}vV6kjWpujZ4UiwRmm49|R0Fa@51o27G_6Kk4Ro4-Q_>gT#E_Q%`XJ{7a3#k-Ezp zt5`t8BExx8`SxG(7k%=@N&mY{G$l13<%QAhr`aQ^<_3UNJ{UCQG%{WM(~2JqLZlnCgTn1ue-^J5ZE(9(QctQqj=5@@qe#8 z{=4%FGEVU`9x{b#H`_om&&FT!SIqULjUDe^#ya#uZsEwUw+iY;tF1o%P5~ChgjAo| zd4GxjSMsP$voF6WMGI}ojhjkGw*TGuepTMTT70-zomoaI16;nIQKb27qy6|>`CSxb zJxH&$j9vwv(U96o@xNXl1rPHFUc8(^Nju3It5+8{^iO}QeE&-SmjwQmB=B#S8f~^R zv$g-rrP2T8F6mDWkA8E9^p{Jcf29`i&&kWtYSYfA^uZvUcE@feJ`@Fh$<=tQd=8p+ zWRkNybVSJwCGI>Y{UCeu0fC3sSI~ULwd|bR5m1|HU~rE!4ZVI}eRDEtA4oNGe~QZ> zM4@sxmv4*rpmiaw!RAU8ic_0)7j7Q&^f-cujR#N6Jjgbm^b{TV7 zKH6qHbp-q5Aw3d}Sz$A2Dmk{?vRDnTXFXfj1&mxHyjpl(1sh2Z4d-q@gOP5Tdgv(( z*ooalMRDxB*u0Vt(X*a8C~2Iyb!gKpB>K{P`BE1SZwMxIXN}rnL6x~W_?IDP#UhkET?aArTWvt95R>N>W}N0#{nhzOMICKd-#dVO>IGhPwUpH$%4 z@|_4xWmrd1QfI?GQ`rzo>wMIBO_-9e69c=U6!QpDL1eVOX7F9WGG_LY@uen}giJeA zgt=@>9OhMi?CpfK2KGQPP2K3AHCDJO^!#M0EHV^^sxrlbnyemy`#M$vk(mG z%(BSVRzK@vBs^Nd{khKAZQDNP;E|)4p0aX?|Lr*JF0GA; z4z)gZLh_A?zqUW-o$$#yKK3vs?2$UMI-`t)h4JrMIU$e*vm1Lh9CKF1u|3aPnl@zlEz5UxB=dn5Y=7P3oEkK8f^uZxi@IbREb z>B&?}&AVB2I5gpew{ zkcx#))6`iV4EW@? zJ&&oHM40;+BPE#>uqj+RbAO5)S?p^z9*KDXVq020iL6S|+xJA$^G)*b2|QU0WQEaJ z4pUxP&joBLoOD98L{#QP{Nvqb@|oDvkIC~p=1j4dCkyg+MtEZPnw448@yFfS)=s`0 zs!PY@Z7wj#p0~yvh_Y7e^DkqUFKaZU254bPaXcO-5k}Zc!zhV2Ji=J{wt_iOT7e{^ zgM*m!6^MSW+-o!c9=u$(vble815rm@dhqf9Fm{eOH5EZ`ezB-4osKml$oBTkJYgbXn?mF6`ii==*t2`hx&KI>8}tLmgBU$H;d}!h&h6!_lKusQd1RC+$*IaCyh`<&%x=Xnc84 zvHN>HMBakOl#lS3Lt1fq-$sHl(~*Vkwd(F#~J_*7OCSdDbYDPL{5b`;(_ zB)lcXNg``KJvZEiIjksuNr}f%L&|cX0sP4 z@9WM|uYJRQ$bJp}2(Mk)di$js6qAAOW5kIA!fEKR%x%l1eOJI>uX{$+qYy-PU&_N* z?i$#4lewO}nvWcg;8I$HGGI{`^Vo-X(c^gbM6RE&JUpF$GG*byi~>_L9V@LHp^tCe zjI47I<%{!2eJkpMN}?WSGh+&fzn#mTqag>~!jDe8RHH}HiTyFifSN?s=ohsPbpYIVXL zcS>!?a!wBONO4eM46ek79}8qb!W(~HR6YS5#gk+!wZRZyX=cc1I0;7sJNSEfT|tJ-4f!D967%IZ^{qI;0vL%6@``7`87zhlH`@)+2zjEmDx@}Mj9gCbjP zyWv7wBeP=aG)l0kzTd1k0!Ob!P+6L72NK=ZBOS%ZfFV$mlK2=W$`V0^otwL0m%AgK z5&r-xDoOu*;s>6XOholmku_%g z>J|fUuRA8KbGd$!Toa4Bu(Ggq(hqyODehsquOg=1bQ;``24VCUmOSbyRImZg?mPaD z`>~v9>q$*E671Bbul(X47%?W&o5byl`A}P6zW+GaJP_A=-I(%-f`G7HBF!~(@M!D3 zZw|Z7ftmSa44>{Mtfkkcx8Cj?G<>~N)pV%=(%;`{juE zB0~?n-&x~5 z>?DWg9d@OlxT|9dHQ%%0qJjiHR#b(uky5-meGydIuRJ*K)rhF=WVc-3rVEQj)?fB% z3L)F3tJ|ggK7r-im4up?tLVK&v*@JaG)yrc-yQOm3$9%$$w_F`2FpVO!gAAm$iIXy zD_DLI9$G(0PO|@s6q*B~UMx64kJB@??M((KMJ>-~PUr5tadOepMs8n5ysT}beL;+LEF=tA#i_ZfNoiCGuU77|9G{I5xOeh-zs0= zz(NlZJ7(txf^3Jp=^jm5EWq=uB186t-|R=D*97)M{%dee7e8RboofkV!Ua$ndVShb z>@h0J5&ED~o(=WMhcC?TOhGs3Ya#f44t&pNA|+OThC-HmxIgk1!IcSv0?X(|j@sW*TRZ!n^6Q`JA>uCGQCPGhGFN1 z`#wLqc?Ofup;xEyz%a#m>jMnOIWX$dDYuUC37F3m)xwiu~ZRw@S=CSiXMi zvhu^{Xs|@!!;0h)P+1Ls$F`3XUD_7(rulv|Y?Yp;&5IeuyAX+KpU~)owqx5JWF%;T z)%VI=S%n%feM`8MrpJlMTV5S}Yx@?`>yNAFjdh?$V;|1n5;Oy%hq=Bxw2q>>kfYrk z4+pRZE!y-{!pt)EoC2kc&+lQ|jl`d$a69axb5_!;E$&!nX_OBgktVho?!42Ta>w}V z(kDN?z+v;z`l4MU9$50*)}mfIgpv13Y3S;6VBdr$N;#FML8D}wpSL$XW-C+?e3(5C z($nORoSyy$M=Uj;snNv18Gn$as$b6~C^+Iw|EF2KmUyn3CJG+47mh=T%s;BW22FKH0_A^$bF zri&l&nLLA(S$Ztk?6P9uK0J%`CbObc8weSJ^^T?)WgX1L_CD9rr-ZeorfwD z^|U>TlHkB(8>L}kA$mtR6kfS10iP*Gh(ri!kQw#u3lkc}pga=Y)^zVJny;e#rtrNQ z^kHv&oWm?q(_$(j>p2WB=caD@axtN;x=VGMdPR`PE4gw{w-RBE&zS5YmBFFk^=Ur- zm~5i2txf)wJy=*wWb1i-2AR)+UmWK`?_un94G#ygQ`kHAVD<<$S8P`wk>IS1I#zUK zPW}a-3-(bwDt7gz1g2#tKlO^!6{~gNB7H3?g>jRfCHg4Bh=q`z+OJ4E32e5UTDgx1 zFwvvFs*!9-pnk#C^`8AFXxeHP`ozy4nyglD%v|Y(INnyR*?46L?#UeMot*$eSIG)5 zC2L^My&;vqyApDCRw#Ncl0Y_J0O?n6HjIizscy@uK+t(~f+pxXH75O?{IrMQ@Ae#P z=*51>ehvNzuU#ds#zbPc0HA0s9PjiDML~70S0qXO;De%cwcB-9v|@&$HO|Ds>qzg9 zZQ(h{N3U!oNi-DR%#oF4ji#cG!h=G!S-U~_QR-o%c_PHLbe5m(O*+u^FJ9kmhIf%j zz4sP3O)lJd;+od9)P*XonyI=&Wgz*x>v&rZJtA$IspT3@g)b@-7Uop9k+5P0alMZO z(DQtuKgY_0$f(rBs8-rBud27pyWVYyN11hYvQ&{Y7#J;h_$-*>&Oy6Fo$rJQ>m|jW`@xcfuZ1uqz`TAhI zKD6!ih~KGW`bi4@d4yJ&d7(K~5a}Ka?>}_Mktka%=pCztn~MmRJ5{~2OMnnFYK!{z z9CgAhHjsWXW&pT{yUGG2{lS3d5iQRB72LdcmOG@+0xa0+?zEqI1$!)=Zs!Y&L;AN{ zUa3*d;AFH-XX^tMa1(yAEiW%0h_|cOvKY>x{&Qu~WcOLHiGs?O3qkny(SIQ&osBo~LihSE zQ3}aWW|1LNAsNeDGK5S;G?*&$kTI1xL`CKzLzyLWWr)A`>FGJW$N&0y&+nY`Jm)<> zSJ!2&eeZkN`}OI&0g%q#+u6wa6w%1O-RA2g0qWAXXPDQ}p`9Gx3O(9fpno%&@fG$fXun7P zdzT>=NIV$QD1Mp@*=P+~Qy#CvuMdnwo{5{r#*$SQj@Og0v)M=Lf{W&O7ET&e`j}&h z2j}MPcgkWBe!0#|B&V>k5vXjNZ}ZJZVU+%0!njQlREBOGQ<2)e$j)Vl z#JzY4>F(C-l#86@y*W{KE7nx#=@_X?XPa33dg;LMeraZWTq5_e$02vHv-J%_nl$)% zc0zb$<3H~U%Y2Fd5&s|Mk7O*C`PFY4JXG}I=6a<3?fGexU8r6D<)$IHggDl`A5}+j zwDdci7OxZ1Qa?9nliWq4r{6xmC1C{7XT7WvJX}zT=?lsP?~PFJMrrOWst9X%2_c-rlpFt{iBDe`@#KB2^8UYv9KUCyx0orJ%CtrH(Kuf5VK+2K=OhznQE?hncE>S^Q+5)-I>~SHu zMrtdt3BRKB=`Vvd<~htwq7pEjRk6(@JP~As*(pX3jiHxYj_sb$r^jo~yIIWhTma*= zB&H89NO9U-4c4?x&j08iL|o6l=i^8DQ$DWKy@9ukC!ktmVJPXFCXzVl8p9-Q0QY4N znHq7OK+k*w3KZDgfYHvLvXnO*T|KUIc_3dG;?>+9Zqs%|^w!d4r*oMgxp^&_#eq)* z9)%s@;bUgN(SDNr?Nbk=nx~ zx_BM-c6B`)5w3k+^+Bnn36$=g^q^3zf*ksW#zkBStUDKc_SxJ5P2gxvR1gCf_JFkY ztFqygxj3J|YfgC7UM7E!@ECN@$$wf97KBGThZF1h?}L5hDpp4FVdQg6?cL!mlvs-r zpCswDhFgUT6t5mnLy}7GhT(12-}7;?;CnuPlt1NTb(i(}`35C8^2}eO^PVaakRb9d zmezw8uexG6t(1^~;fq?3b_FJ}E5IXVJnfh5IjL&V59oVoB zrh|iDk_%@-f#sTt)6*P4beqTKC0PM%$~?w<=-?tn(fIXMd)1W{yk$>_tvF##UPyJdQKo*K<<{E=7a^#_HGLr4soGHriJSu#c zKndFtA9spbbP>XOw+c^$>jDvSNl$68MW{dWBB{zr5U1T=9)9pDvVU$OAh=2ZdJ`Xt zjWCj;r>|GrQh(5g>B5f=_Ya$+qbg+A-M2HqMGESp2JIy1fv`Atz)TwEAghYow4)B6 zxcBZ()r1XJs-2SZC=kN6>lX5J)*?JIzkiN>9|w-b>+X~A9>wD1i7qWk^jILsbURD0 zB2J7Q%l>4-f|D3i^UwFR!^KYK(FwgQP<@dnBx;`wr-_Dwn9jl@mBd?UJCZ!)))GbIf3Qf9$di>EiWyWpeZvUw+s|#@!h|6ARjNAscf^2NBKq z_}3KaS(taGpddbC2)im}`pAfT!Gg>AqN$Mf_k27||DKN@Lx+9irrQw~2MMImR4)WOC zsXpLI3FCGhSJcwG2y+*?Ul0+gg531Oo?Q`Vk@+>wW_&^)8p%caAD;_CUqvM(!Y=QC z!iuUilDo46qszzYZ-gBN7HFSfdNY_-$()$drN6f zxvdI|4~0$WZ#To2y1qSSdbbNF8(-kR93_fRhCfTnUBil_>~*jBFdW8elb=q%W~aet zcW$rq8j!_j)KlujH5l;cV+JP2=sJLF@O8pL>KvGTmnXqLlnxSc$FB7eE5oz-wpTJG zm%&`HG-U7-D@gm-?eg6m4|`NiyY@SG0iCNvoAbssm1!_;FK~s(jB!PQv$m{3w6QM}nD)bi5cp zSXRq_nTr%b@1MVUAKxYgaciEmJp3k%{?n}aF4z4sZzQ9z_e}AQDa%~EJz9_<$xs!S z4hk``4Kd*zmc(=~r*_~i>q%U+-6?T-Jkfc90x4Li}=GQO@`yq(Z^ zu=RL1?P1uJQnTr{#B)dj-Xkgz=zBiKqrd0lNBL7e{_5=8-<=8nDHZ>y{yffz?q@yC z(9+&w#ZUVV!mSK8`gOBeS^nP;ffYaP&&|?`pZ4d*ce!`}Py1^$;{qWe=p&a0&r(0_DX@U=lhHGvt*-|yyo>?g3~CY9Ynv$ujBZ^L6F5<>b|7J9nI>68dV9Mr~5 z(ds8H_0t;9I@NBejsRY^HS{f?R{XR-+D{WToVlN|JrmwFD~A`bRwD&U)=PVZ3ZPN2 zNtXJ`Qa??WE-JyiCIf71HH0W~SNybJ`)LjXmN%xA<-yr^L+uf_-|nZ?`n#M-*;)ZC z%mkBe#ZE*wbV;JQr5*;4#}MlpFZI)kKR3s`D=Y__mNj32a>Y;kt$td%l|;0UumR{^ z=9Kn5brB5|6_v7F;)li;c~?|ws8F1*9M`3jE$}2T?Z62%h8QosJj|f_0dfy-4%D1j z>Zj=~u=PF@Z-%_=hZl9sy3jqTPelD}hhVgrDl?;F#ZT*NdYM*Gr2}EooVlZPOZ~Lg zi2nAdzEf~5wC*!+gd3tR7~Yuoh#yi7kK4r0Q=y8webV!vn!x_f1%8?Xqlop*`>or3 z-UDkxrgP8kbwGV|M5JSMGZYse|3cz@5&Q5T|ABoqBAkpC$r*{0+~G!1~w#f;c$hM?D zA}Eg)Oh2{plNeB~2x`AG?7vk|L$i;zyQ(w6dY_m^hrKLF)rw&Jw0aV?n0pxL-Ca84 z@gFXz9Y*#WB@TmAU+VU|<12z1MdI1H>BT!u;^Xg&s4{Y)4tmgz!I9W1$6g5~@ zQ2VXT^*=4Bg{@0twXbvrO0iRSyL)~JgFoc7ALTE5RqU&!=-e*^`&i_<*D{MDs-(kq zl{D+lT7F;zdyK0o zWS`#@ZPjxb)en(fy3T(doW%mz+CMH8)TmXw4l9eA!Np+hgUpk*f4HFb%bxycYAk2= z$=tjV4o8LVNZ!hs{AYXoA+7uz*uomU2QyA%_6>LkJ7}XD;&cIk^H(F>mI9?5Q>{rdLSYclma|LMXpAp4+6yJ1ofDqO!63iV*64- z?U$DHKdb$x1+^CG&Nq=w5zx!0cl$!%@`Bo~q zy^n|Y?fDzmT+2p0iQ94hE`FG7Rnfg9x^%|&gXbd;ey*(tzI&1V;;}*B@9g=XrRLxA ztlulBZPs*GnWS43)L0lV%BL-gKtZW-L0jEndP}5tsFnkIvRaM!osk{%evF=DYYIlk zqzp|w_V_}87G>fw`go+be$?*8?X9pTZc1mCnh344Fd9bbc_49%x5t&F0hybdCOn%f zg?X4{FD&|us%j7W@b#>P4)vj#_M|?-xAx@Vfz)j9+oDIdwxR@uH;;8+&Hrx@%uP&(dF@=5POjd!ZbN=Sk{COyJDye3^TnicmKW>U1F8Ogiga6q$ew6=eD?@wA zEoe);fkKcmgPb-5QPvDoY!>qX1Oqm==NwTR>n=GOyNkd*ek<}IUpRXDjl0im@G9Ia zG>kBcNkj)ac2UN@+5%DgPgO235uuiV`b`mY*&vvw!`#{V8cn8LXe^Z}1$oU?rEe;x z(E7pN^mJ`Hh^)Kuxy7lEU}vB`S@ICY~11b^wUy7jbfyB zI_p_0BuXAuCuoN)+duxd32K@9PiYx6T>yQKM3oR-Ph_*_RUhM>bFk+FeSdC_8QNT0 zczaOR1Z?__k8k4iM0V9}4FEy~Jw$6^Lo$rzAd&NmNjn%-lRuMQBBD2Cm)lg!{H< z^iOy%FQ{4Vz49ujz8PFnBJ@HyuP@s_{&gVuzpVVb1vQ%+?JBJHhoQY;K4I*N3VI+- z>z>_l5cY{Dh1yJGWIn7~JIMkdhH9>ykkdeVyFX1`q*H>p>7M#+-Culp42rV-52c9HjO-k`pxuk z`o61Z-rS0y#uDKx9dEV+)|Xo!sp_QPP)2ovu!9G3`cY{ehWPTdj)e@_MO zYbuh+1J0t^wh=UW-|(aIMCTH5WH~|YUmfo+Qu)1tn!z*4+$o=LNF+iwJXUJyVA16S zH6C6I`@{-fPzY=7ZBdq4R!~zzrud=!Ua*bh*=S5Jx#W2E>#(i}YX3bVD}vg8kH>OL zzg196(%Cov6=AV!=5SK2=KGwm!vhT``_m=@=FY;PP9);!&fUI%sDzmm-Z zB)S2vCk^KaU}R<|i1h!iap&Uh>yX zu;qws`Rdp+uxhOQZMa7re58M#Of@YA$vbPQ_mO^pH5D>cV5bJVr%rWd3M4`K){Jb{ z8^dV!$>rA@{bpd+?2y)ayeip6Yp+_n&bdiK&w%;LSzUML3D3Q3kE zb*<6N48a;cCEIUZQ^f5bPf0|}p2iZ^sT&pf4&a$L#nzo?J@K8pHUoP1B~wj8lx7odCtegqo_@Bp}|EvS|o^LXoY9 z^~l|b@VT1c+Rm4TFmSE)R?nHQV6*-x_ax);hFWr(O};>+C$uNa636fMMK3!7Ct{ix zjll!5Z|-_wUUDHHp zkfiB|#wuFl1CqdYV-0E5I5(o%KxO_pWEwNdW<1_{Pe}6QS?R5j zvXS^jy1dgS3N=hmvY_tJY>A(f@~>tZl*ihny*mZAgksf$CpdC+)G--jh5<{o8-{SP z>l(e%I3!J?xc!tY{&1@FaeC|~9D2siYV+GEDE8Qpdxbv`IHuFjsk~|ffnE}`1`b;| zdB9iVszw7;eyBR3{AE9|$m#9K(HR2MW?#z4ql<69YUH_D>;^+8}Fj z88Xb_o?Mpt*$hms68D!1kzhduZt9009RBgk#1A{|NBQ%il&3k@FInL#Ja1_m@fHa} z^z+r{_O^R~Pse@}sZTbDz_a?sVWz9_gx*X~`cgF7_^~DbE`Koia&tahSNZ@sK5o4F z^^p*~Jiawo!I}bHQkE&c<&X=JQ#0dJrLRzMX3!zsGo@fR6neL;gniNbSSWDk&PhbID<9eK%w}Tk! znp=9$*;8YZG4G&98?E83I~!z~P~q-;&Wl9t-_5QccG{2f=X~5TcDQ}=TrhM=+JpyI z-9Q(Il5OIoL<^Y}HLrVJz1V!VT?)ueWXVN-?jV_ow)IJ1dh z&!rxQTgwh-yAEpO;HU59nIqJ&as8~5$T9FIQnIK7_-YHtZka_ev?Ei5!9ebNON zQ?ItX%W!}yhl&Z`)**1wAiPq$a{@@G7~TgJPr&6Q7KBVW0aKeIQmrhh zz_rXeqxm2`j=Q6&n9^zs{P%GQlK?gTiIn%KkT$0<L@ z+fn&pDbUoOW8Fov0fiIyeRUA31r`n29pwo$QEY5Sf1L>>LFpL|jmOxy}Co z*qD8taZO!^bWfi0(<*!cdPD^AK-mT)m$O#1ic1xSx`l?cBoCnI;Ri=DE>7SLLlvxb zZ}&*r3PgUUX?TFs)I5F9NE%`bk+PxEo#*iYdUoZAuo5nN@Fu#e{0b&QUNwb;V|dG5 zUqxYtVC-{=_kO^0Rh&lu@nHo2K`a?r&&sui8Q+O|>3ie(V*A}%%{6iM9$cO|B^F^j z0zMVT_iiikgx)&hKGE1wusT6Ya{sa>biOMbA#a)mMP|Npr=+amQ5xy_aJNd>LdDnX zwTT*n#0ct#=p&XZfYC@%?9)hO6I#x2!*DFZl;#asghM%;`hy*%|@jC&y66WVjen>?rmoE3Wp^-y!Mz z&|SlKAQ5LhW(ja!ZH(KF!1Jq|HrO+(*6Yr7B}{+on#B_rH*C?67a-Je2s1fu72}P# zjES4w1?yF1@y#<~TIL!2SRlLcR<-*o>=`lSEwyGnHaf{R{~;s;Zp=B|P$T~WRcp`b z8JP#ddbg0xTBM&LKI5CNY1t`IRFk_lv1mx0nBkSvA731S>L@iBa_<$exy>1jCDOx} zTU_sNw6Nfze7>vG-mah=96|<}iym0l+uLf4L7DEPpRCSTXucYI9UJjCy&DCZ6UJA} z4HiH(wfctWfC*s#Rg7C6E{?$FQyAg2i1ew&<=ZUyFo;f%TN7MunUMUi?7YvLI+Z|2fOzkRR9VZrG)-n z94JPoGkHYiHK-2WFp6ktLF)o#+uL610aaS{xypWdll?I!XQY#mie?Ncxu+x5&Kj*`74~ucti4d6BmRhC5a}&u}a1k94xCU$-O4{et zJ&?><>Vws@*Wod5j@@Ks8shCfc+Y-55=bR4#lM*J{Pc4RAUP5)XumS?RgNKc@AziTO5+1O1@h1B2OM{ zI-^kKMkq#{8+Z89sLKMk;K*vvAz{QoDtj+jy&W?Q+}AtM#UN=C?)L2&Qwr9T>qjZ$ zX4pf-?4nD@Ih=IFQiYLS5%&#ldp_{R3Jb4&eSX121nagF1s|I_heHO=sVkE#HPq4% z1X<{Y5aHWj6IDKpM#9@~ta$+feQ<3?l-JzI9Yl}jl~Au)imh>x2?1%Z z*Q>wzDk zoa=TaeAOxNd|v29TSF@{@!+}_VJr!Q)1T_g!WdAO;IR#li=*JaUs}R!`-3Hhn%(-t z3N$a9adsEKT-=#8l1e?rtTmmfxMMayf7{Ko_|won(cB&@taHdwZ8z^Re0a3{isub8 zoS~X6R;en8QR_*GSz${Yx~Vu%N@=N~=DMjsUZ7|cPDs36P;*$`P+Ksl|C}e-2?r9p z9;%C~!dW+W+MdrjkZDGUFIkvdJf3W@VisV-W&F`JACFvuty5-ObJnlLu3=h zN%;($UF2`luoBmcdN)N&EFSylrM&q${ADOt^IC->KH?G?2K`3ZdCx>U>4)8TSIh({ zk-aIVVtMz`+hD1orgSM*hIiWsxa>AUrrF}Qtf3~qM}lUAsUGCY*!#LiWS1Cf-`0&a zRco-~L@hmCIrU5Mz(AMK+(L)rNXh~p7B6q8y>+R4VQ|zOu6=B(ENMB1n)`PpIHG0<4vM2?#%0F~G9ozK!DpNC+s2JF zIDpYune)-|hT5v8iGjUr`p_~~#?ltQ)KFv3yQVX>!4nJ>^*)=uzJnI_U31wxYzT(s zWo+SF{(M8NZ&47t!cm49p04iRq(6pfgFHoBH%H@}H)+(4a-G7AA-0M}GWxi6?f7U6 z%K;3w7wNJ&HLjhL7O>ic@D@o_$l$xFE!Nk zR>kP`I3$7!$Hqiu(XquLidV(LuhHY=C&ihQUmSshmsx=!mK3vhs8KxcboxHB_J^JJ zqx|UvvYeqtd78*nc=YJOnBhSc>^VQ&-08d* zmkJr?K5kIOA@wG<8^_piWQpUQ^W~cORF_;DYvrGBsPPBXg$of=;@N@Ct4v>5Lz+76 zp0iHV@a?HRcgEEB@7sxf*l9n?pYri*LoHfeee=z|dLTwEtMgb#32mufC%J0E4GNR| zy{cvY{f64GN&gndyc}%K9@VmwrW-5HWbKpbcgI&X57w0pOJcDjA!J;vGPoml>XR(< zPE6@2AhBak89Ta`J=t}X8J`p0S#fCU1P*v=ADN}`=NoD#A6tiiog>EAqQz7`+n9re z=j&DRx+4&g%<_!$`ENJWl;yjeS7~X2m#d7=Lazei4>_*>VEh8?O1R>`qdnx`Zm5wn z&>oHKPQ!1CD;^P3)?v~wzNZWaZLn}rQtJ6EA#4~MpYo!EfYS>dEcm%N@a>rPN5RZT z@pd_7`HQ#daeep`onsw}cwDTE=&a74Z>W{h&>GqD&w`snErZB@Lpan*nW|mT1KxfN z84Uhf-;Y;6?6e={PyHiNxcY;Q4}xTGs!I+ge|@+)|b~3Zf|(xb8c`C#C))RNi!miO44|9l3Mv;&tVhA3+1O!|46&* zT=XiaU`|WrS7|1=_Kt|Ji{1xj{nYVhHB#tnbDpr(*+JAow@)`UnLkq;P$`D(YJqJ3Q0%$e|}ifItk zAGLGl%52A!>IEV94vc_mmr^m~^h21GU_27)Y6mPnE$80T-+=;0>WL#)_kTa0{Irvb zz0QRN;0%n}TR3N{1`(Z7UG$C**C42}DsgMjDsZl#K2y~14l&M~C!Uw4m0uR^m?8j!f_f-e=gxR*hUYk>`1c7eKJ175D0^ zO9eFv!|a6T7ao z7al_qA|-F~76mo67jkjW{(l6ua83%YT8U@jHiqR&ZI@uc-FFFzk|QttN(04ZC6=? zq6?irjE3tAbA_%5YRk2N6+vye2>luBf5>S+%3nTXMNs=C7Jr4>ilFva$igq%up+4a z5{tiMZADP~Yh`ssQ2T4;xHTu`A zM%U36;(tWakL}#K!-sXHRCNV(r3C-$ulX5W{(muRtCXaqL;XmOA7A{VviN7U+HP4R zoAZkm&3{(NrA_rM&s$n7K4ffsXi;Zdtf(INULn=|$1zP9<;e3r8+TWMEg!pxI_57Sp7MDSwd!otpC-5C zU79n&ntbf8+|VI7Q~Pmn=a@1gVWl`AMcRmrN$ArBA|EfA`1s!$n?K^S{?m|J_&^Y` zp0Nyw7gq#6syv0B9COf~8&!tZ?QJ8e4wn(`JkpLHKSRgHNmUsy-zL1>MLc(z{4nIy z_iyZtSb@|g2|W+)aMMG~*0~TStzF2Fe5^bsU<2&ZA(?11|Lu_4Ta?%x-J=O|H!p5} zveyogy6S4N%8!o1wwwA+-|4{olH_#luUnKo@6G z{UyVVf8D14(~z33mB5ClRTm-Z@J5wg{Vo68{~v(bkMftTjyV@_iD|bmh>(U3PCXSx z8z_(EY?57^uIT3DRB@H1klHoJzFRnJH^?*xNfJ&gE`ii4RhSjtrkX;+gFv1=yFAfx zzcsFFRBd2`_Y`-C!~;Y*WSc7MUX0eM9(Snc3Ly-pm71)+X9lw*U&K0O?f!5`&ENX- zSF5ABKty1#q51lKI-6hi{?D)dR!Hpwg+g=W_z^f@Acj-LmC!x4%YD>L7~WXyX4Z5O zLRTy`Zv}Yn19G=3Zq>ZU5o1;8g8O|*XjWlf?SH{w38c0?JazIlvj@-!8z;u{-$u#B z;nbphexNu`XwoYxKquUz`&^EVp{rXsswf^jC&=#4lHWk=0x#z4T38PG{_P;O-R>5X zITdl>6C3m?{M7Q0n)0R-6aw+5pzI!niKwa>Y7n(JLWtIcRWvat>3CI;M%Nn_`#Dv} zIprt(>7q3%cil&x@%R*&nqN?;uUQJIQF|*`ev%6T-j2JkhWt{IZK>^02SYTldzsDj ze5^wkVs$CEDtDs>7CwsGjroKoRdPP%#89YoOys7Gj7Aj-%3{*h>*2)1wSD7*J&%@7oZ_;_tN%2l)^L1-%dRI8VCO$;YLLG?q;~u<|F*kt?IHVM>E_pr z?#M^v>fN(ntsu`yq~#ehM%M4HeB`Y(g7xASuTFM)puMEt@@n7++6Qm32Y$Yegs)h) z@0Vc!^`Ij=%fp8Ww=>&Kjq?>w?#Rrv5WDCvxppcUU%17THk5ZtF)E&s&sUJV^m9 zU9C2oi#iEBR((WIbK_y=L55b8MmDmHI^oQ%%nz&wj2JdqEQQo~1}43Ol$$}yJ5Fj% zPUy1v`16lQ|NRqwFQj&1^l@r@vNvq$tr<*c4n}W+FFvFtxPu@$Ee)@=1Dd2iI&|f_ z9f-_V6lL`Wqhx2lfPr(quv&y5DURY%d96VXyZlzTMu(G{aNZv+Llf=I@PLv1IC(Cb3eRhEo7 zuxp)sg2&Kn^vJ6DTeCzd2;FueSI?b7TuiJg?-sA;J~m3Ek5={*haEpu{vTO<`zQ451cg#j)UGoOkter6ZCr-Wjq7wv`bU>+h*VsA3E04wM*U8gW%Kdhk0yWq zQlahk%)6uJ@WOB5+3Y|qD&Tzjpn~2WBwUFK8g1S$*`Hr;QD4{0ExT$17|`ow5Kkn5p@^xor$Mb^GWeeO88Zes47U2liR#E5jXXiXO()#sJGd%aNHehcoX zvPqQxSZCsMRUKi7l5X>TRd49yRa_|3k3~;c=e-hW2?c|$@GUdx6=*v2Z6v?pKi# zRNWP~i&1gF~QoaQ)gI14%R`r)MjWCjn16sPfjFQ(YEPYqPa0d%$uATDIJv z@G|y76Y1~Vcr-2m<<9Z*3gt^7wKG?!8|W*{fk--&(CT83W=z!HH+QUssAo@~T|Tk` zsVxVoDb(Iiy?tRnXtsY-Mr|%s3>p`{V=E>)8pHc!5z0VvaT@O*wrS7QQi?oG@XbxsQ z3F}$*cojhLth6X=J4BvS*)^oV|GOczK}AES`{F{-zHfhAKaV2P);O?T%0muZS+^=V zdpa!(sdw8TbL8{8vnIP?|IP5gmRzFj^ziq0p>sBVuPUy_d%NbT2GME~dI-wUa=&3X49ylYLN0b<4GLv*W_@{uv?wC|oy%Kc6a?W4JDi3M} z&t3FS>_+w`G)9uDr(mNAn|N7G$$wD~TQi__Q3chkA= zLanI1mUY7d7Cbz9Lhzx8B!#b@yvIlY?yYJ6V0ZoqzH+wRU*NS7Ui&m>H)FRXK3+J| zW$S$zGaL&XxacH@D{R75g>@Y;M^1~B;|qij(;1UAmTbe3ZYUHS}~x0tUE&`-i_ z_P*W>Qa=bR(bR~cXomQ2UQK%*p8-bN^4yd1^}u2v*IM~N91=xB8+>d&K!vSJ`Q zupeEsLz^=h(hU=Dns51pR99UnJaK*&NX?{G?u6)pyB>idM{N>5xt}8r?9JQ)rj2GFc&v!Z>P!xor-j|mgjXwo| ziFpH+=FJ#HN`i;x{ddDy?)KFiB^C%ZULUOjzotORkr@H=ZzafgJx9cl7YW2OO6`pwa zhbywDsN^vSw$QAF3wVc;NjGKtBBK_TdB>iD7Z01I=&dSVfb^p#dfj|qVA6o#v3@!b zcAJ;5Bn~z&G6CCJHMP%zA#Z<~RzL%|R-f2Mo=5;)4Ws+9ab56k(kGrL>I4vbH8oGE zCPS|}rTp~!PiW}#XoDp^F}^SsK(tT62u_dmOhtY93LSf|^313#&!`PWxzG=syaM-5 zpPJlK<%@28W4s{o)fGNFqTJZ$R_H<%9^-Dh4Axab&7Ji((cI4Zu6nN^xN-C-w^iId zbhrIM%c?$pFy&*2ofslTw&zq+3e3}?C;moh;fFGm!Ey2KW~Tz+PVHw6p&derqI`&^ zT>yHs6kfa7FZQRm)xtI>Qz4@=XXhEGEW{tjOWE*15{#Um3|}$ajbe8X?%d2agE=j3 z-%Q;jEIF*-uIt5m3m3xIea2VRa9@pVhnA8R4sT&>Z9a1px0Rg{_B0B`y~UB+o~No~ zF=2+d&S^Ky>Uc&)ZvR27*Bs26lqieGhm^n8v~9v^oSuz-^Pj<3cA-zTE)a~@Z4rG! z(hk9up6*;lw!rNj<~c*w2!7RfoSX2uD3I;P7a^ACL*{;p^$1 z22CM9I<{wCy=3_En1yMSw>juS%9@j5B)FV%`)5-T$AA1z^n*|PQT}{z+juaLcn^gi zMERW)HuDZb3y(VA@g2PcDs=_bI}X~SolOC^8lGN-t@+#IZr4O3Ys*79PdbC)8uQwi zZi{#%e)ma|!L$(gtd}{d9!`M{EZF49KhA|Ort*<^7_n3w92W9KwXGMoTZs)VdB?)4hEpe)N_d6|hiGUdFmQxUR zio+PcKmYBR$d+q(_-xWxCsM(?p5#2VlGMgIt|sd=srWI6&tdQa&yC+@^ui7 z|7tg2&<0+*7Ozu_&V!sA=ceo7AK=;Q?t5R<6rfsBG|KPm1nl5beG!^s3Q_!0G;BG=|61zN6b9{Q zBeDkzup=x#t4X=o_@mfe471M*2aBA9u!7H9+exx0#ckho5Z;X{{J7z^J`%)gHks5d93 zG=4n*Dj(wCvrsai;h0#`x5F>sZY89X=r^DZHQ5?wp{mf^dnh;P@&R;Kh1=JqV*(dM zg%B=e@=2x~3vQKjipMvn&Wp0&GsLN9?oWO6JdYzX$>M`dlrTy@9l@gHg`IP}EqqQW z;%Zih%@q2@2IV6c{%E;a}ByXLfN46I>)+z~w~isukI zWZLuo0yVgxgek=-Mr=-~9hSa+0cJPuTEDr48b245{S@x`oiWfWox=asCw`Pa_YdF4 zvc;{G@lY;4e%@?jDthNvonnKdq0|~AJ>^4?3{!!}xLpin^<7GgCCNwH+s=lW(WF4j z>7AD{ZA#I^Zmvl(y<^Z`M6-`3dn=-3iI}W8^bSmPc!R?NC(tF$+UUJI2f*ocTir={ zW+)(NJ#0}v2F8Toc-`F`DD{h*$LR1|$d2;3Y`ftDQdF(G5Vzd`$^=`|HM@?XV>QuC z7sf{MtL_^5Yot3R=~6q(EJKnokJe^|CUawKYx?LBm%k0xP>k3@{#FSaHTF1dEpo%> z-%_a(WMr_GoH)tE>}5%;Pf9!_+b z(??ovz#7J1>@bxZsKpUJNVu%UQd>Ahl0%kf)OyU?PPgrT2<2UmhIF3hAOa`n)Z~{$ z=;G*p4|qJgj+H99J@E|0-a!K>;Gf#&f~G#_Q!$ClzE7dkW5KvFeG`_ zXPH9CJf&nP88Su*mB^S(DG8xeri2tqrb4956qUIQC3D97eDAs4bH4e#UT&{*&i$Ty zujik&_G@qZSwyMHY_~Ec4q<_)O;`HvgmGavvA35deSF|S zP=(FvZ}eF7n`PR!Bg->tiLSD8>XTXUR+Z&ZJXtOhRU!$nK9>qFz~83(({)5Rqj2nr zWg5uXxA(Yge~RX*bRe=V7ZR?2-s*~SkIPo=djRNTCgMhFClP(b3b6X}yZveg0 zF5&NAoc_Oi+nCiUQ3K>dT^7aq@go+By+A`5v_W=))6Z6`{VtwqdH>dn(+0~r%k<5E zbj5-$Xp@_s4i>KZRPsvQ4O>G9$DcZVWi#Gm7`u$58HNA;%A8X7u;^N#p zCXDU{kiM;W149%!Ci5i}+omVLknu6y;HwJ|WVpYlkk}eRnta_In;39K;^sWe;16qx z9fuqJ>S2^Pruty{T3~R*+IgJZ_;aE0Hfbhb7^=UJe@=n{e;U@T)Er)(QB&$`ebK3W z8z>*elB};!MBhQ+*Yjo~{A?H|t zchoavLSLVjHlYmnyV=itqT)t3gZ8wpNos&>krU44eglY{`a!j_Oee&s^WLHtWB@Zx z_gB%U_Q8ay?E`jcZX_Y2@bJA!9n{{8KR(^{8kL?X;+SeTg)^t;%u}Y+5WA`9u9@@Q zI9B3>B&uPP9i3o*OMLP!cArU0$~jP;HulFcogcMuTd#4Vca00Sa$f&J zFp+?-@3Z-Gw!#%_@|@+?8C%Mz#i=z`@33UTYsOkUU6?arCM=(oHg*bb+#)a@?rS{IwjOcAq#qa&!U_zvp(2tx*I;0p$Q# z$A%i87d5fqJlHlvEV6%Z3Bt8c*=$1gf?b#MldN@;NYsI(?{?bajU0h?mPeggmLg_1 z*?#T2SZJPy`#Og$jwor5zq862Z_y&!!X>7O@27LH9i?@`83*N*mAxeKJ-b2TFEq~h zUeKvm?>8)E)DA~0NeiVB;TZb-qYBKipn2Ze`R=igP`}13Am8g89GLL@u-c;ou80s$ zp0nNyE^=e&RmU(qZd*T~E_D=KZ^bYxQkTH}29}(uPEu$OS#{5O9|x|Zeo^df-~-cB z`83*xXz_G@0EHRNFZuY+r+qJfn~&7J&#OE(dc$MhfKIJL0Z56dTu1)hS=dHXXImTK zj3OTb0#i59)HgxRp)yg$*VS~$PU}>{qU`Bk+FN!V(hwC zSp&aFe1AJ6&j#O>T$jAdb_X^-&96YNlRT z=L$}iF%p^a9;mfiE`ulC8S3^u8n@@SM57v144)H&L6jk|AlQ0&M$NLom9ttT6n0f* zuh->So>9v;va)8j3jr+_=VXEMrHq=Qn69Gqi(33)YN7bjDdLi34vju;BqF+jj+4v|zn@Xt zC27=m(Vzhwt-JMHPpB?o)P~BmqmBi!W9DwzXh~-u@XawliG~?4@#gWywQb8YYSlSf zvJuXl@xYK1>OLVz$M3PosBJQl)SmcxMs4+__BZbu&Vl)t*okj=DWgWax0Nr* zb2k_&#Lci$FJ;t*xKpJj1=*lruN1cy2N|;Ub_%|sUWLiT-n>hQpT;E)-mgxdNW<$( z+~W6|+v2qfyiV0#wwN`;fU{a)FAne<7TP{)iVN>gIZ&PB#~+e&X}0YU;T{6P8>#+cR@nb4WZQzahV9DWjG|$GFK;))($&Og0`Mjz`0mt(CF6 zk3gcGzhjE`pU9f_EJaBP>`PBWYmp20t@Vvf)7 zzS+XKZYiTSDH1;WO3xGzCQp+XjsHBOc37;!xP~qlv^jURdq^*3)TVPP_`I*Cf|A4r zis3yYNXX7z_k0Q?R^eTvQ^@8HS1cYeX%vv+&+ZSZY^YEFGS2xspZ2}{O+J=m)a?71 zDrgwI!2ab)70C_%dPdDqo;bvZvIw&XiF$^L_F>OPdI^ryaO}p6j>pDmVdt>cnVlrM zn5)CtqB=qh=eNaQ>U^z_AH3QXX+5zXm&_A2o~hoC`E^x8)2jb`Mh(X)>{Vf;#2uN+ z!cI-j;7ceQZn--R?M$`Oy)@3hQj zrB%G-Azn+&UZS<82fN`vXYyT={`HL7f#+efksa{_&kp`(FO0fBd^KYV%>!AI&$~;Fcb(+iTza^%yl9 zV!q8OY9lb@V!x-zYlTrOPbNCP!vo<8t)~IgpH|^lUay)i<;Y@U|4QDbN0d0l*Xh8i z=wiqZ@p+dm6%HTlHji0XIndCMLM8Ku}!y!P8l}e zt>KK@T?uI*qM~yR{n9^16Y<}=#P{+y{e!28VOQ{$RWLeWz+3G^jMQ{j9am-C3~>pW zw844n5t;1vlL?F8vsarPYVq(tvSggxpUtT4`Y2ZK-sXpkTB~QuKmT_zY7D<+)DAnG zv|oYLRv@+C^xc)}zgYxUAhka?VJnc@pBvxh_PzqCEf=BRxBmYcQp@%Vd-K`O3tnud zTKoL=6;!_4YR##nFh~jiB;YMvj3RU$_Bnp5M!3|PNzI^XEH^jgd83$GpLVVFg50-`0hHjhfsB63iJ~dvq zWG7Z2wf}2Kjr-%RJ^GDV&~7rbE$qn(r1m4ECPFBv9K5IozE3;Y9Aabe*crV23lNUPAj z2&r*45~~liH$X#aO!9iWrI1=^4+ooZSvefL^x|#t3ZzE#dm*(KZ7<8YlDC04?z7)K zLxl<|`YP(oUPHBL!$X-xNR8R&r83hZq?W796}JEX1F3Q8nVipAgw*Or`OiIFfz*i9 zu<9U0DQwIgX83tXjfU?I8S^5fc5$B!W7Z<1X1TE- zb6Zds+}yau?ZhIa7Sw&QV!!1Euv#U=KU_LWxO_LKbZt@-R5EKQonC>|i2i6u?GexL zJ2#$E=sNT1zR0Z=NbP68E$^n&a=ds#9FX|O+}qqzXa!RH*$Doz+yB{++To|Z&VsYS zU@EO*MR{>4q}Gt<9T7V01u-(7e!B>PsMOq@zA1kW?YL~A)K342uv-7n2bUde_}16J zzHh2>xF)?hC;W9B2){p4Dch|2%fs_OHY9)O-m2EA&>PcQz*Lr+&C`3$OYRSTe6tlu z?Z=4xE0(_lYTwIW-*W|0`!yDSh1v?F_E*TluWeX?)P9Y{e`0L~Qu}LVbp=xUYvtp| z)~rBkKSpF_c_jkBMqmX}`!yE-OzpRm8vSjs(RWB~Ww6o8%trsr0kpEspBI5YT2L$8 zl~lzQB@YVMAkFWT*|LI~|Kl>ntNBVWPEvZnDoW?SUQoNydb5KylohUIQ$3wIwhrk# z5{^E3F^*o_dRv&rFP-r?^-e&6oZ%XHy@RByFq zdk|TAPaNqj#0pRw?S#rTDOT5-be0v=Lgt8$g{<)gzqpjOb-Uxxv#64gbctXvk=x`O zRYbl*a_QTrZfG4_|O9eI2HywTPT;{Nw)zg-i#|!bBeU#_CM+GicS*E479|#R> zlbj}pFG08NwNF#eGtdK?^yVaiMEH32v$WNkh9!cU_UnZ4tb|B7s%t>!b}13De6#K@ zH)Mk+WLt&y8&E9y=h45Lpw@mVbH4(641@|-3(US76u|z(wR$&dK6~7GjLsIJ2IMqM9oVDHK()o39RL* zko>MmxzVN!ZDRSNYtr}thUwM!H@Peo)HYs82t8Pn4DYLx2j4k8K-+g_NF9jW1~D53 z9Sp<%{RK7E*;{u!-Z(=LyXpp=_R8(SjOfcG1{omW%@l9b-%xbtifjK`d;{VI`+>RggvEAaBd z*#Wk2)2$1H3=$(Qx1>DCYuG{;JKlhjpB3qkYb^?DghNbZ8^59^M;rgtj771_bb`F_ zYd?X_?=|J6><93gdsDn^Nh#7zi@*Iq34?^o);pV+|N8{B;F0t_+Wi5bA{)7WV#_6T zo5J73M&28ERc4#sO1PuU`0FP2TRb7*nU&Ow?5im1OZZgA?qJB6oP8&)k%|)bcw$~6 zUU<4ycers;P;(jjaMEqnL-5WvOQ~$HLn>if0_PQ|xi#9B|I&vxV=b8G@K; zytpVu5^%Bed!FYnMj4^a)YutjAZPBG)Acua zL8;rSg~WpKd;k7Ne}2ZRoLBa)3d(6CkGa_U|K$c#{9ZxrK*^pjX2lk8^QDzY>;`+p zx7#@6ory6J4<=Tp#pxpZ`!Yadr3;l5L{dy8uE^cCuCJr*C?MW7sn?wRmI!LXSH+8Y z5(6Oayz(CH&_zM5W_3nLRV2J`T&PXGSAo`Y45e)~8b^gi>8veZst7(prS4pNeWA?g zqx8LkVijc{iF5Lnd`W=~TbWH2c3c_>&iYR!}Sb<}w_YO$Eez zNZy~HqD49nJPysC?nPT13WG)Ok1TnDYy}?eh}2` zys~TA>(g@WSrOF!cZ601wf`NDm8F#k{5Ar=9c)DV4?%5Zq|wSqqu(ASEA@YU1egPF zJWxE~3)<~pgF~4Ekgl=GbLB-ttx%3;W6D~4bo7plOv&T3Fr>y}B{dp}T+`g5R7ZlL zFTX>!bkR`zY<$VvUPKgs;o|77exL4lCn+vr=@;yuYpKSRRlKoRK|} z)`ND}_jbN!5CQoQz3uzL<_N=^US3GiNe1Vc7d8VY6Q!hv3>dA(eGZq@Uj=x>d~C+E!qxW3j~Ul?=Ko^4bAe-1u4+<(csu!*(^j= zEhpC-gyFFgI~iTJAlkV#<7w-np@zJgcj&rH$lj2%5lNPb#5pds#{+vbu^wC2@!2d( z%=12xN!3~oui0(#g7KvJQHYkkMF1(0L zyuSdNr_K_O5`P8fhz}`S`<5DN0b4ex8J=qdD{f7{EoB5yoyp~KPwj-y+oULzll0(v zqA+RQo^;3_3{ZKLGlb6g&Ci=p5MgWevZQG7Bk*Mp+qCuA6xjAp8b}>n-cSp|rzUr+ z`N92BW)XoWLFiyb6lr<$S+Fq=@@RhSh*C)?;-jy+Ajrq8^JM%tT@z* z0P|M+O~juJ!p8lBu4Bhcq3K&g=y1Y)NZE`_s+t6eyjq4ktY5cYC#PeniFc|s7;V;Y7-C%#k+Od$xq7b;LMnr%H}->a9__2X92ox zc+%*OOVZpNOii%%@#|lPSidHN6RY0>1&?yOYW#6v?z}}in9>cynMR_kocBSq_-vH^ z>Ty_QEbDx2OG1PmM_p4&K2BQ3^IMvhJ4AQGB=e^T!b zdg2>Os#YBZ6bvNCrXSx!>vYOx-bzY>r#0zXS4(QN;N!@X$6g9*F6`$Na#|4o&4J>s zxL3fR!qoHi>nyUqF|X$kvm4a*7<=DKqej{87d~3C6+=)}4fFj)Lv8BNqs@YoYEXJT zt&y!<5^3eFXO82V!~?4?KGUGtAuFTk|1NRj7G5{vloaV`jva<>h<@ASf`PhrD9%6| z?>PJ7+GubTzG5ENMg7PGcWf=`-}N{O-!#nltfYMq^G0e)X!IFib2^RCwP&|rNs35q z;M+S#TDWtUl3U0@xDbFa?6=j*iw;RvHRHTwz} znY{Sk3X)D8#h%~(8LbX zN}tt@Bk&8-`t%K~2AFp@d%dTXB2H1FNO0z7#SepecXK&Ws{$JGc&_LUbxv{`ptg$#+bb|P-YHBmF`jvIXi>b(@Fm)^p#-SeTV*G z5Dn~)yGSbdks056_Pii5&>i-QiHrv<=EL(9WvjaP@`jpi#gy#hb;(d@tN7~c)(lh> zsm}IgZz70quxF^(y@ZnA=ww~+y8(S4M0TuO`v_4z<4G=KybB5Ks6zPkQxr)JetwD? zU{^ca%9+ZGl7!Z?Fe|@<)9K;E&le4~Y~y(Ki$eWC=}xW0xQ`Xy3Vy8WWz~Qu-KHZQ z)ZD0vX0^-Hkya3UmC~-Vz8jfjv-5OlS-{R@tEb19G?9Y_?Pa2&Va&+D`gC|=lWb2f z->{~C8kUT+b&|3?if@tR8+`C}!MpfKcd<2TVaJO_Q;+k#@aVi{MTm$Jj-%$#kR3jc zQ*Kj-tEKP7lbIL%$aS~lr{i0`S&@_C>*k6yYa&>1XGZ3PZSzt?EmJ4t3(}p0v`i)) z&qYJ+YxK>;gOlWVe?pwY4v{k;m3yUFnZ5>e4`fH*YGDMDs&L9St9AIoGYTmt3NHw% zcE5Pdn;uJ7t(QoNS>90Fl{xjo*i-R{h z6&l28H%I!HqRaO3x9QRrjfGPtomVw#kwZ;-r`&ygFfLu|Tr(q#YK9xH#yNb1F<1AQ zJC7F7oQAxpj@TH;bnmp~>D&lDy=)F21NES1SH9=AYynhnIx+u#(NI%9JZSB@XsCUg z{d_U_hyzHFmhAm@vFwP6ZQV`ILUL|>@pi4?uQqd zyo9fC&C6|{?4qGY``(D3OW_GGRau!ZW4 z&tk2D81aIirYU8JKkQd@t(UZDfDnlu?~4&EFhtC7Tj&fIK9H2>LE-5G2ko*Kr#E&r$f{bd};@-6gh7F<_}$ofW}i`ML3yJPxvD%@WcMBzMe z9X0oPc1>8M!M(IPsgkWv(I$0*-1C-P$ZsTE=Ug<@#y+fdKCo!0!JV9=9&5HBz3Q$x z7TF#s#GZ5Yp0j8*?`fNuMMEuURe2QiqM^ph?iBomka~E84bqnCqGj!dx?7`+fW!QJxtXYbT8+AGadC%QyfX=HQ zLoWvoppeSa7wpgp$=jtTS%ny&E;Xi^EN~yNKPs^fl;uXwgQczqP3vH+;UnLRp4W(I zOv&u>TT=+4I@^C}QVreSn1&&?=n!7r~!J}jS#)mKpMedQ8islZ&nZ3b!jE9Nwcm6cR#HpO-h(oXc8# z_j_N0+O)E8O0{Uju4u7o$S4$6oye~owDLwn()YixEgEVZmC32@i-uZ;Zwy`Iu~?`q zJ)uV*y3|lhb#;!8 z4bio3*kKKMaK7=pYoE$eL+!dcm&T<_@9|Y#VPz*_X4#{66e-^?8fwW`ZzZngw8cPV zse6#z8P5=(pFg!z6NeYN-rh&ygvC9-?Ra)d5|=CpUkYb*#u`USgHQAPyrK5+i5zpL zR|kwG$K<=6+`Gs)>kYl`9fmgF$`nO(6b!SBLrW=2AUBkRd+Va1c78ISZU0`5MLYV% zEpa^`sL>v-RyCu=Q@amdIPp&yYV*>rYI2*s;l*p}kLxW05PssbF>drM^kv=;VZY#v zM&s0Z>5p83ZJ{yTUB}Z<>~-yC(s_SS7Tcr9T(#6tbE?0RdAsxmd{Mf5eo{Xl^~EB~ zj)}YQ200yX9%@5Y-U7F-9hHTF>7j;aQA~*O>fC9Y<^*^dWaaZLnQ|DvHr zC)E+LJC<6OVZCE`=c1wZn0R|~*rK5}IoQ1_Y042Fo=x=Is-l7Yxp;4h-?zb@cDrXg zEEf&6ef%#(G#v1vQ!l#K^p7{xXrq}0H&En)aYX3IzBTiR?%wdJW}WqzaT0<^Onjh$ zGX4~?JUyniClh(Bvb>=-SS-?Ps_zP`w`??_PFiZHdCpz7*%%TGDNo&Y8ys9}sNHA3 zA?+&62c!!*r)O`@5`NZDlR6y}^XPa8gx|NJ8F;?bP|JI0zp>zXEgsv3i)>#I$(BkR za-CnehhKKCuTisiz|S-tJlCIg!aVvP@;Mqbv2a6fFY}_IHl(FLmbhrBMTS0FClFwb zCDvSAbI$J1H`E+kE?vtEVaFZ!b?`YCA9#3CgPU`N0rN31Fmk;6c|&d2&DN?t-nO93 z6-Vqf_49_>{WH&o>kH2Txwzt9ZT{bHsL^`(3??gAVRfo1qn@kN*yN~?p_ywMHe}e5 zU|?p82h%GH)O~ER`j}!NVbfl`$*D}#eb^NHOq(Z>p6188+xrCsbq-@OJ;gx@|3BYQ zb0UlPI4;PFpL||VinpHwk4TFkv}mZ=DiL&r{s}|v(Tg{Y-a6(G&4RS&EB|_i+JhY* z9U`Qj;rH!UaZ8YTSiyZQ08of?8v+)>g))hMFnK4bxt?RM6q( zNY&msf@IE})3|$^5r6)8Tt0rSI|Ofjt4Fv;iudz8up*lG{AHx`cRTHS`Tfi8V!525 zX2Gk?ufgU8QL9ZY?hF0#hT2G&vrGD%BZSiDehDaXLwh#v%8cGm1KYinGVFKH5Pme& z>cu7xMJI=2!I#;SZr8N%i1~)|=4`t7&WpF6)fr;=srcdC$Bp{3lP!kAC zv9P40#EQz*Hf9aZ@UfvpNBiVi@bf>-Y_#qzgS~Fro*Mlo~uTja2 zox_S>sOZKfml|pr_fDBOtkS{rmcyHQby@N0!w2HMY4q_YyN!mkHh;dM);Yw2ud8!He0(myO8;=gr?@8xg$M-FF@8^IOBzUDPHzGR9> zTdngniSd5$KdThD@L?a?c1hRp&Zs+VPVu|A>HQ@{JJ%Fp|4oLmn6pM%zUmUn z1WMpbecZ9jzLOC3fmdSe>LDOPXEN_Lx+2sU<3Xxp0@8Fc|o*eqTx$J<;xGkl9I?^AM^g zBGL!d>FnOk*X)pO=*AYTXAVuPCHo#bg`=sRyLU&O-vmV!RriSFX9-8nYcxbZHGtO& zx~=oYW++Sljry513P{S3ee%hAnowxLc5~~O6uhgI(w3613TI88ykfy?gOvq?NLbre z47IoWrkJZZB%zy!>5}MsRTR`}du5P!5(z|RR?9xBAtYWdl1!7Ahspq3A9|C6$g*E| zv+>(Q@Y1Da#@{m-iPpJzn-y|E`9ljaz1(3!0goiP5|0)n1Uh<&v>KvP0N`XxuO|ngmJeq3BlW?>fK(863c0LGfCj2)WYIOfF z)YNqjxjL>0YAb@;Z@y`)RR7H)u$-VqbVly3`?NCfW$H)-zdEsGkaN@IW#J2(CE-DS z>$8>^ShD`#EF6D$bN^^T&9kTSZo*L==(a81VY=04NxYxk+~PAdp$0qJJfjMv^p~vv z!$06(e20Iupca;4P#ms*1hh6!_e_SIK_`!pNL<L!I>Om;NZ>N30D4=2D79)t ze5(=(GCsE5C)JNY!1YH@4jpqqhbt5(+*>=4(Wci5am95@esuE}59gBR{a*`eH+scC z+18$g@XgzvQ!QLZ9?EO3ZTAWTowaYqO-PmsYWvkJdwQ9@Ve>cXQ1{6o)H%bT>a@EX zl?aUYQF65`$wzd??GIA9Nzfy{`Y5j7|CjsG{f`N;%)N8=_Jk9}m>jPNJ6F4G|Nl`? zGhwp&Ov1AT0QrpSkQcusA{zp!96&pmdR9tM?-Hh^K(@T|{yc;h~StP8p+XV2Dl+eTiHV)P5Ay%DW=I zjdSmWjZ{=T{vd*~hL4wO4R41tob>@syH(MtkB*is`QlK@)P4K%D^=w7sj_zX$SNq9 zzc2CmTq_}1)$+{l#%#D5O!+uCy$T73N>3R*eF6s@B~vuHKBLjlTF2XOhtSz6G#)$j zl<-=hJ#N}A3#gBIu1*nI5!CFCQ?LFcr3~u{*X}DD>Y-0E`=x7WRiRbcU4ya!FA>xl zUUwDe#c0AgAwwm~I;$mun)sXfi2CSqm=||u536fO9%+UC@dq0Ke;%wi86t+R%*oU& zL<6@U6+bR0YbU6D)o3zPEC-%SA>NqOS~RgHrAd%k5|mCVkX_ilY1#h$H64U|hh}{q-#m=mtQBS^dJTc6#FvgvK?7afInt7I zMH@bcZGL}H$r0HeY$=emFo)Kg4lHldJy6?;Dfj(-TR}CJEs<)N60y*9xP0Sy4MEO{ z@yFMUp!+i_EVH}1ft|kSB5Ug!;1kh$mm9+g`6^eU_gotxw5kL)SC2J=HiIzvH}Ot1 za`)NQv2Tjd$EW(X^RDEw?fASDhs0r$B^P=)>@irGhor1B{X|`p*OiV6WqnO!zsg& z4_lI`(O`Ze8_Tv9pl)51h3tosh}NZ9jr(0-tT0D5sI>;#ZW5OnQgg$Jz)!g!g~kXE z83PQfzBIw`TooI=M+YLge8cE`ogA1&eiIq35&O5#hj|g29a1%i299hdxlfIM|2*IG z@V)#sA8Ta0Jj|uQR%Rr;s+Rg9DD%e%xSkc#1HpZWmyjQVMSt0;D32wxSw|hstva zuK>97cj{1oLlFi!RQ|_lAw_UqNDgTiA<8VtUro0J2Hu)!A8)Bd6k>hJZ~Y{IoF$Ru z{hYwReLjAT^gmbIuH3=j*0UY*^h|3C8pILt9BD+~h&X(yS}mmPE{K%Bv57P_i-P#j z%%*F+$|yXTZDyuP7RGL9Z`2OcN3Y3`JRj931)Xap?^-N72!nT3-niE$fm?yaP2}_h zwbQW{n!EZ5rN=~&y*sZ$ieT+atk#uJ5n_iaT4sZ;tHf@OVDsXqCGD~<&cqipY?JelHIOH>5 zx1#Jik~?&wHMsU7(9sY1RS`cywAXyh9MVgXISKc)%!|teN75-4hstxX(~$Lc-kBie zuAH6!&hsl0`ylW2Cb93oUQjE3QdH-j;8mzZCMvs+sE6=gVYA1UN2}n1F=zCeBqr2b zLF901%WANe%Ztx1=SIXzo5wS|aT>zAH z@2}Hf&|DJlhbMcCTnu)?-Pe(8nB8QTtpB08MCA%}GiysS!AZ-OWzU6Qewz8?HvdV> z-kjCFV+T45NmWx-Z?x1eIbSUISv$!$(|)zy4s?nVsr`3UP?Gxq*M;7l@M0kM{DGRI zs3Pekm!V!6+Q7;i^vWrgU?d2)zV@$zjTeSrv5%=Y zf3PB`{i)&o-8)|q)P8peS9b6p9Dx-@pxbjP&pcL9p1@=3_Z?OhxIO?NFUv= z?~3QccF3-eQQ&+oS!zNCw_W8uM#9*CK$w)=`8zb;K%n{ zZh77HtJ^gd^B}5%#4g0@mtXZR_cwp!`jIY{&E0P2AhpCX`6~CSzd!2x{>bcm`RhA! zoS;(G@MM7jXSx8F9%0nMUlcB}Wi7mXW_4DPWGxb`k|Dnu!3`Jh53mQ%BJ@Or`cpT_ z4saAyrO266L+h;9tEn#3pb>&t?3Hi#2y)Tuqj#4W!KKHcrK`4-r1l6YH4m6z)C8NlPgg!{1^|9O5II>9?GBj*lMt-ZW+-YtLs{0#V)416zt&BqO= z5TCVMBtViha$w@gPPBJ;+otoo#lawS@KD7z0mNa!Q-1yJdiZeMq(Mba3UM9aqRs8w z0i)#4ud!z8Eb-G0URN~P7i|qKw+MUsDSeT%CgTk|QWp?7q~b_*={BMqbj{d%t^}>o z*L7`LX z7l;TOYG|i^nZ@Rx`^!IOtLqug`}z{DfOQa8X1e{@-}CX^P5WN{`d-pPzV5GgsKAGe z>T^07nyC1g^2FU}0O_&tDtEeb?~*B?yO-2RH<^yAlD6X{!$kGfTM`+5VO0Q>cAkuyRZlFt{jZVvV`}nexhY2*Z$UD7QDe)x<Q|^`MFUV2s|pBihs^Lq50J6oeM8R^Fsrt_71A+wZ1<6=KY*r=3xr|7yRD&CbFmblsy z>Pj_@*WUI`)%G$PB(u{$&d3N8vW(Pw2?K=Z`+9ipS*610?O;-^ z4Q0sCrDL~h&;uZvF*9M=kPk?br+yguFF)Rw>ov4pLti>Ybs*l+X}WXaAvzT5lj`2;1PBc)-sxK2 zPrG}ey5Q#30O()WqSKZYfn0s+b?shw!CJBziu2@dXw~J*`6HYsAYk>3Thi4CbdlVz zoT(}ZtQBQF?gu8L3!D{YR|tIYMypRq{3a3FFxJbo!!i%tHj<-&!Un{0)BWqP$TK+4 z?nR*bI*GQ6d2@&{Gr&f-XEp~3eT3??(8J9h58&lxmkFawrHD#;bWG0-gK&-UE=B5p ze?P5Ap#Hd2mKjXHQR2N)@a+5Xh5w${@8v(z{J4zz8e4k+@I{w@-LmMXWw!S8M_luU zvQOobPXgQ#=FYep^4cBPTes$sZMupS-6xFqGX{ev_t=`@Pbuigx403dEM6e5Q|9+O zM19jJcK5GeCvf!Y#kp4+P$G zTL$R#a=@R^bx5wb1f|P`-|-&U1s|`jrYJJq^1c24XfHeI*52du&Cr)c@pg^H^8JJ5 zfVf2WxpFubD0JK`HT0+ZlmE>pDP!i=(5Cs^^IP%vp+f&?&axG3Uo^ktgAW`OwLW^g zn)>hW|NT1tz5I1IHiKKPtL*mx{tr8Dovidl-^gi%o=P|`&Pus}F8SD^YQ-C^ozk}O zt>t?78xwz&eN^jig@qSbe&x(%?~X++?22sOlpK(Itkgzg^$ek~LT2J{ToSwr67a9S zSB&;LdGuc7%?6*y_-f`xq!&GHTiJWc9frGM zzH7NA?U7dP)#;vSW6(@09(?*v7qRU<`Py(!7tV6BcFeMzKnkrF$acF~L8iHV!^l4W zC4O41+xarOz(829o4Tf6GYR}Sa@zaQp(Vks&i>{v# z+Zc$P&%U=&TI&hNH?51DV$EFQr@0!D5tAJ|2KryW3Gl3OLo-$eT`leOkWlud?7Rxm zlKznu6~flBy9QKrIWnSR0{?RT} zW@y?}peNqPh1i~4ZT+mU0S4~qFg%l$K>KQMXT-V7!2b912HOtpM@HV{2Zy<9&?+v{ z*fFIHf|f$Jx8+++7@Kmv-c)Xj9;-UY9+$BI+UL2Zq313yX^#*u&DZ9~sxZ?rv8#m7 z5E11PS>22rLkBOG@NS#>xa9tWY&Rd{Cgpk`_!%vi~3bw1b1&jxtKAK=LI~(?JOj zl%t~E3QTP%u8&DiB|3xPw=bUgwWbuPtjxgjB`GDKkcahm&?bG@!k77{j?oq?KFeDooHZxZG?5%M!+ge)Q9F!p$Gh?;jcf`XzF+RX~`tU37QnM$k^+pxiZD{l6=T)ugs!!U;*yp zt6A2T+m`f?iv0T626cWIU_HSZLMx9dJ2g}1sJ4Ur<-~(=d(D?@zlTL#%es0qNZ$_| z&HA`=$@(9Ux1U}9clXoY&IRuIiexTFs|T0lW5rMV*(2iTwqNnnelA{rwXK82 ztIcjEFhgj}%{=X=OYfh5w!JHU+W(H&il6qsm2vj5GS} zA+l2cKZrnrpo4)clP_GQdX+42%O5e|bu2o2PXoo-5lg0WJM_8XNw&B6S&*V-v{lTE zMCt()vQ=%tP5W{_Ql!sXZ7RM*NBy(WEDo! zF!4OFSIzGYKG}n;is)6sOoc%wC5Kz*<1Aq;_{KZ!`8%NbepP)gX(qb9VP-n55d-hg zm!ivIf=GMAy(9ehzTu?25E4OCNm(b31HvCphu~*Cx}3w@DtL6aTbN(S5zME;BOj6@ zi%&f#Tk3ZtEmOg$TV8 zeLDsh%Vk`Swp@U)()~s^C|V$S-oIJ&@iE|XxGYD<*8o9>zZ`sZMj9-yyRPGJ=z?Zu zpDM*JeW>(O$w)FxgROfm_`J~ij1CGi(0Ht!1<hI-m(=NZYwRNt`7dEonoVM8#h)!-{H!{BJ0f)ZDy3xG1LwVg)=bw}K zfMpsj|B;VT=yhIsS=s3jSVi4`{{4v?NPx-8&X!pi>XMIl($y{y63EzEbY}0udC&LF z!QV>J(1XXW9s>C=Z=Xy$ozjakZ?o-d725&3X$xMDZ6HBG!=_^9VJUEHoTu~9hAiYq z{;=pJvn*Klgx3(fHzSwRQ%ZM-XK}tMzx#fF3E9RZyXFd>NX(b@aHs5ZP0Xr!tvK1m z67Sn%ZhehI4zt&HX)!$V#T?1;GR915_?8CK*TgOEICY(~KuR6PhN~s_HA)NPq?yNY z(M{h#W#W|CM~<&>asSZJnXWK!yzaG?@Ddo97*M1Bv-PZwj0ts=i4(;Kd zhJ*;J#K$tfj2qAtA^KZBzL&qv2OC$^4iOVSD8S|;F>yhNkA=QPGUY79c8bbM#yBDc z`h+zPV$MS$D(0FGibl`Fvl%&K!=adGplT-Y7P`J!Bm3#?ZQ%QS{=$u0q=+`FOx0XD z6Ef9aRpu8xL(KWvo*d^2Vc_8cV+rFRDwD6z`9#@30ai3m zY-{Cm#E(wRPIr*0V-ghaU%5UK%j>3YUu|ZHv#Hf)zSVl+1k&ec9Ox8rMa-e6%&L2_ zPdkM-;S?u+JFm*YCHfWk%<{ssCc?lCxfOC9eg`zANqvdTu8@Pyj-|*oLCE051nBV>Kft2$c=&x7jyA^qcP7wHos@6ya>#HNUxeXSJzHRK==(@* zN{nB1)yaF0x&5twFtE(y|H;Ak@_*{zUu&-NRo}mJ0j6ad95l7V(VMxmbe$5MwUAy~?p%{(BL?DqHtDOC}j9N?&axYZC_+L!Qrkp%h4r zX?^x(_gvWN86$Q2_A8VieVn7-=qV_kep^JYGlC}h*FCEDlY$^CfdLvP3M6c_A)!bk z2mGX(Wwy{1po?6pL8dkekpIlZa`XMI$iMimeml+r|^8D;tyK0oX&KXU^gh_zPdAUlfdsCFr2r-$J27_npYU$ybx zNZsl7&&HT;uSnB}@~ya~Ep%hy%UOtxWpQe?iCk1h4(%r6ehWs4eVl`~$03^Wxm&MG zH*_W*@h%eD2V`kd#2g)CU~?={EWpGXu4Xl>75DtFi zHgyKmH-V?4+Nkj7_5i0=`sMXB*=xyZ-PIA0WH0yCvPKLM`16bJ5k{AI_bmOkb8*SF+1>VxFp!zXw2k!M~&3W_%{f3 zltAyN=qtk(Er?2{uff{!6(k!J6c5zTBJI2qUc0NifmNSRSg4d51;&%on%pS@&2X)_ zYN~Ri+sPnql%xiyCy4uRWlEx{5&obUib=eU-tqM2x$Uyj*2%figSW7hNS7$bQFB~! znR^wTvI|}(ppds-UmMek0w=Eoo^XO zgH@NMRt{YjI#Fm~8~@}6$dratM49CwO0f;$$(QBf0KRsy#)1u1e>(Q~(uP`KPj}5A z4d_KznCgj+O0|J+!`8t2;}pOxO?Oa3L>_KLO2^nNj*A`W=VW%hTn*-@y(Qwd%GU1PCsS#hj3r-up7XqL81Gz{6mdjr zQNOXNICnro3zOa6xH09dKh}IB$xdabiLcU{`d$u;zzf@Snp=zvu*!H}@?4uD_GjJn zZSX8B4jMPC`@E4FpYZ7OKUQ`NdUqRsFiTxo?p?cff6R8~79esl-cakMTR?xiO~n6u6f%^Kx)dFF8#W#oVr04P0orn; zOd@wQALv4-%9{+D(0w?QNN`ORMr)E=xn#JIW(8a`ZSM#A{>rOe$L7(MOR@!X8KYn- zX~*8!$p~Ff=&a4_Rl&cn^@~gQ9)v7tx%Nc71%pFRa%oO!G!FtyFj=a zDxV_=W}TkFZ`4vBd#&x4zQZBePGFmdg|XxFH%iu+$0lp1(KT0`)EVXWr6UHTjYyWqh8gl#fqd5G!z{MRZdW;~0g4B{pwH%=K7O z_g#Mp?4dNx$us;4Z6ajjB-s&=>$}}YpKl4|5-jPicbkEx9_gd=pGh!-MAzC^w#$%p z?w#lT{-+!Bo{)cV1s#x5U)v&Rsp93mW#N%fv2?Naw<3rk8G&uv?4M z$xEOM@jn|J%6X>);$q8AD*F#2H;b~IB-IhHYQQ1yZ~Q>bf}iZR)6D}%XWJ3FCJs3M zRlOnXur`D-5VD;+x}m2Xuxkq@7zUoIuifYZ*imd6X*;5~{zM&I6c#eN^$)xu&nGy~affxbfCxZ~O^ z!)mB3E{^xyWmR?w>uYzOYq=qd#gnU7K4|a7@YIQPrD_R!*M)iOM>+5<-z~95Lp4x+ zweEh)g)KOJ*LC~s}R&N-5<-bhtapDN~v-7$&;p32u{g z153;{hpXI-kfF49flPWgmajjMP^%aKi^aadR;;wxD!j>Y_cJ0$gvu`(1H;w0$HitZz;-31_BiMw3=PeRM=&C?{C@$CGMi(Mk z|M8gOpv#U`GcW>Ll6OjnDsmA(hraS}zXlO)H6ioHG|x&DdCAIyvxII&OU+#;lm}bN z1FNFy%xF$Rm67Ue6&RaerQP4zfCvLo$XUV@!1m^3u<{jA6tJ+>S$bpu2dG!uJy&Ls zJ~&9@qc2~8)9J<^=aAXqZ_T!xOA^l5T!|;_LWDYIylY>$zRL;s9&tNE9wmxLhCYQX z2|8nPXA`0mibwI&UE7_A9GLLyyW>@4B6FbKxWmiJf)FQtX?~ZcnhJNOZ?u>WjX*q| z^wm8Re&8#7p+9r?5DfVTW_FvNfbj=QpO;x?!87H-EW}y^`NIjbik^D-RA(#WnL-RZ zuipI-f07N0@fgi(Cg7B(f)Bd1-R1SPs z9;HYF^L3s^hfmwl$z`wjeJ<$`+A#R!-P>&B@#(6xjf5y@W$v~OD&s^w{fTr93$HP| zL98Rw6AJ0w;@>jVhYK;khs`^cP_PfAe_4pBdQ0Vb2Rvj5_{m%zM)$eH^vPLsq~6l_YVS#q)B_iVf%F8Im`&G^(=gwu@>sxOlGnU4Zzn^|U?Hr%e)i-9SR{qqmNR zH`*)g3hO&uz>tEOW><+7l2BpJ78SV$OSgRdlb>avhMj8z$*Nw^{MnBnr!xvEm@O5v z5OKp4Kk)$l(wbCtssb^OVFauZ+1ilu+(nkpdWELqQb6{KsZnc4JF3v`;nAIygt@ds zI5(0ORoH7`Ou|Xe^r95Io2CXWXA{6(f{( z_M;z++0fJct}EBq|CH*N#^@2Ev@MHo7_h0mC5=<{cYBUR2=tH7J%`5k`E_dx!QViVc3uPEW0 z&fG-JP8@Y4S4Zhe09Z?%ZValT#ahy0tH+Xlt*13AEi4Z$*@83MH<`z-PDnU|Kr$)7 z4hH3`X?(w!AlWBQ0Y9oY?jso0i`+KaL#cD(9jm+N;Op(-(!!8Hq-eF#1#M>s!e>#W zIn9ewW;R7)so{QLd)0zqr7RxpXh^#sxiQ`q>LPw=Z+Q)((M_~l+V~yIT^{1oZJ(&o zc4A5vGY=o|+*z?28gvD%pF4lZQFj(ff2}c;<-9)WCgiy!Z7$W8V!+?Ah1- zNM`ULF8;K2kbsmB-x`{k_G@_wW-n8}N5l>R!BVaytNLX~{1KA9K3fc)V!{(2&ntrA ziO^Z!*m}@gS$V#%jt?#`$idQFC+yt*Xj^rX92`DoYesad0C-ro+}3_Dhdy)XJ$%8- zgooonGk^{I@>pXZ+jBZ~whhx+3>^+#D{<)Si4d zWsOP|t=6-PEI}#dMy@%BKBB&6QJ~=!2+z(=UO)UY6)90#X=O2-fnClSOQ!CZ(U+^A zR3%2(K%0Z$eb>WzDM?Nak-;zSkdb$~mS*1#R6DxwyLqlZxE|n0d-$RRZQawJF?UN8 z);cbwBv_CmX@hDGs$v%idXD^`D|n+Tw-t=Sp0fZqjY3pq(KaMfnWKKdvl%~VV!KL9 zK8Iyb_Vss$r{mV8dl?2%X4tuRuTVm^IrdB3k;rQ;gYUg`P4PNxfUmz?jJR`*9hV1; zr3X5j;-eA!d2a9E!QG?{&pdV4VSiRRvD=;9{k@{##l zWwkqkM?ga&+SceI37Xl`;uSgS2;>4C2EN%BkWd7_!E+Nz_!|F^@4f7b)Y@Z`Q{>m{ zFjatd!nZf0*mjTNb9(V8+_O{g(W^t6xWl+*UDxsyR>_SlE}J=mAJ{qw9sa6=GpVC~ z6tb{ke=Enz#ySIhm8tR(OEniJILhpDO7uI(*uQ`C3Ppct78EOGFyrs&C)D z{7?r;d>bSEmT3y+Ettq{S_AD3c<}amkuQ{Sk+oNSOF*pdEKMmlR3MZlXZbtDc~pFn zzCzHF0WxS(OBrr`k?Kr4qG%><3Sv{mN0!;#(e;P#TKQM)fKu*a(V$2o8Zu(3m=P0) zNBr9w@@c8i7X_~_BL!Qqxm`A#z2b~+$asH$yMq!A6UQkC(0`TUzeo0Y{b>bO`f=G> zhW``p$y@KPF!aZVsf1tjnag0kG>51UM-{NyEPV+5=zd&WxvkK4pB8?}ArsCO#)MT| zy&e_{>EKi_&dyF^$E5A~-0_REkk7bVa!dYGAV#qh0a5iJYj!cYk-i(*`@HkFi^#MTofO>3rinpN#!;) zaG8efq~hC%Fm2ByTaJw#Sl#EQJs>p=HOWRqjB~%%(>}#`QEj_`AbxRf&fH%Xg^I+m*Ig8 zm6>T~-n0y8yDz;@qbdOti!Z5LMO8ubMvBDex~p)=r*`6$(LUJj=5t|nPXQb{-*bWP zB{T4BzmqhqejoVFC^PO23qoUxvf``kJMiFusL0X8F(h)vB*H0o6%q_%r}c9z!N2P; zSNpNgU|Vixxx?S+xBlv0G5%W@^)vpizdC-BDJ3oopp;@+zK%=|m3$hd5qPW#N!5kC z!55FCEqCwv+#7HK*0kz-F*mNE%(v;g+`W!(lw%J0+MY%pB{r8$>&c-}T*ULn#Sc=J z1^jQWKGXqTl&VISeSVXkwg+S+i8u5#@BNcDR&lFR)dg(nZ_D(6$uEvEHQpSZJH=U6 z)Itg&>_#i3PrgcBHa-;W`6377!920=hug7eY|DkYo3@xi#l(m~^#ESo()idTQ4F8e z>{`A5gazLe5`Q?26|oYl2IX}-D%@Um;*)Z=GRDoLtL_Zj@sgUwSvA`Cuy6c%&T+~L zSbbL|Auv%45*cbYMhG>b<$M2Ag~mXz6KaYcpV|q&_ca)^y|X}n?aod1%I#qBTvp37 zvJ6}mmk(813qU%RtgAag2F#Vb%yCT{L#fP*iD|R55Z*Fvo@HwU&PBDlx~=a)XWMgD zpCYZ_@==lVTRwiq-{phZpVu(6;SC2gi?QtHK(;0;}H zu_`c%ODzl)=GyN{k=YIB&J0GsY?+nXW^rlhR+2hQ?d+JDd#j5y?FA3tyzmV%ydO+{ zKR+rZM(|;2m^B?Me0^`rrgtB6n<+AR7VF|>N7tZT{7jfTwKu=Eo(G5CR^`96jRG4+ zpX^o01#G#@`QqtSBK&Bru2Lym2787Vb$9Khz&SxqMi&$7;r{i2clX32;j=yOyv^rZ zKycClSM^DQgKig*c~vmHA=f*3B$fltRN+wN!D!%oc#nE-8v$(XWO&WilnzUAlFJjZ zOyKR5b$^{N5yT(XUM#&ch*ZffodRbE!G%0t`si^bP)}V*bCqd>bE~B{$)CY*`It-p zEgwJQ@A46qb^N;oHw73q^@eTxK#ejxqNYA_tKv}S-;_iSkLNKME|6_%?~sa)!< zH_hukzw^J>(=v?3@yd5mh!QKErSP^wbG(@$3c(~0G<$AfK;^BJ1G7^ef4>CeU%IUO z%}#!ko))k#iCE%(2xgJvX0W_?6Dy}NMmCO$Veju@&kFLs!pZ)=$mjF)SkkZ8C#Gxx z5-o`yiwg7LmH8{#UVUHS@^0!6y{`Ll{q;Krxw^BUGo;bLuzU{|Bp8%peB6OKwAbka z-A$;yNI9<*Ciz=^{jPr0KVPb=g-gIt&dIUbK8|QLUZn5;cmpCIx94(2Zh=dWD9_c8 z`oZl>yXR}H9--7cF*%Z3^&s%9SMLWE57^$_nM-6}3LX!}!d!y(|F-{IR=?%rXZ+pq zemBo3b{hfV-(Cr){XL^*>ELnxFG%e#NbPqQ&0mZEW;O6DNbSWqjkSh=3cUJ$&5IYj zHubuHL2Cbf!vCK_YM>a&%v`Gk4dZVMp8qgI2TfLP*%WJoawK)i`Hf#M|MBSW!w<+G z_f`d+LW$t3XLL8c{>SbA-PWDsPoH@fD+c)~`kqYYe!o1wKSFB6i6era#>UW`ps01! z+GaTGSM_moUV&%qloc3D`iOjd?}O0Yg2Rklj=;ugSFYi@8B&{K5Kv}V+JMx!9(g73 zIR3{$YV(JZ<345`hoaC=jPYuzzs!fY|Bq`#YTIGw{_5qW`R!5#sp5+A8_JhLYww?y-PwsLa+nLaWJNxX3dh)G%5IevfLMxV;U2J>Ee<2 z>zose(vhH*>~bLG{$@xmC8R2yWy~Kkx2Up_918zm52+<&xw3ysVgq%R$PRH{Aw+&F zR$VG$H*}U6ws>r1_|uS@YZ@KTyzEVwcZ)rs40k67Uj4|8BsHPC@4l~=6;OgcmP@o`nD$Zu3q73TIV2|PDyBerPKqD z+D!KxdA$X8xem$?`I7_v`x1vSnE|PH+v()=`u7_-8)`hqE%E^J* zrpW4sPEdt_F-+^#>ky}FqE1H3$A{F_pl-#Yzh%r0-7t?j;{C}Ca&>QRagOyx#rL91 zQ>z6)`1VGZL_~p3JQKS^5&jAqNRG|LuS_E*3H!MR>L0*t&_|7Wi4JTJjD=-f-vhSp z`9)@nb5hmlbOwp;OSm&+NF%dt5J@9}+ z4GkX`8;P=}0HJ^#0xmBGrBa3hf|_LOVMXh<&sV9($m^Y?m`#~57%;9!Jy!eo@2~#s zRr5~1y@lt45M(f(?Vg_!MZv|`iAq-x7G{t>C&ylN(q4Q03&SB0lo3!(V^ly~3(wBA zBuZ|~M!RLOd{`5;w+c3OiV}l$pMF8X!9gjXxEsAo>$gFt_r@OTcMs6_m>t3i9tE(c z^v7*C#&??_wKk0wN$Q?kP=Ef>j;$;?|LY;O2GU(&_M^;D=>9d-n`aM_rYKoSy|Ip1 zb{Q!u?%w>gkUv6dO*MCuY7vC;I(^H!n zG%J3Oc<7gqnoF>?@!Ik`6j+ydZ=Y|u)H&u1lc|qqpzd@ed#&na#IIDBltS(Vky+R? zgyPmFNNt4eTV86QH4OQ9C{6V^p@pvxZC+Z8qxj&pd+pV)Ha#8VFG%gr^?=u^8qD}& zRDf@w*qQT*CGsE0N~JYch9cimSwDu0n;^CM0in~cMNhz&@`HPe(5e5>`>FqV9sZw& z)XD~~`xX0$1NYYiLOwE$UqWj6*;gV4>O`Qbn%Euo|^B1J{#~S%-{jVDMXAS%Xsr|Dq{wGVnn|1WtWTT&u+Fz56 z{-V_WCl}Cvw~ffw5TO-eX5e2BPMDql_a7Yo@6PrAjn@|T-0AFDWCe!#rPQr2Ih9`_g$DNk$hyv*lR^bU`zEHa6T%4qWW`er`HI8lY36@5*a=EIQ&40`F0hO ze8B3gzvM5)d{isYCjx_{i17@qs0m6fd8I;iSsPyMI-kS(H3;#yeizm4C`Y43C-%Q9 zx+K-6_TG#1v?3JEJsnjiI`tn%sTIdHun|`|Kl zwfn-IbK7S->3&TUEl3S#-8?`Cx4G7$cNp@bx00oT8qBP4sxe1UYzyW`x4qE$ax}*3rUq<-DPD6gZUfayk&6L`po?#cGg&w4Ac~P7<{GUguopuytdD!j+ zw-nj5csIU``mH7WB-DP!f3}Z5Qfk_*flCHgg<Xm-A4>4WZygILJs*hFFi)q5>-0eR0e4Xm5;TRn?IvQfBPmA}abXga54Y zj*5k=|8bPsmHl#7Qp}k^GiLGRN+`kKe?su{OZ%VkpY0>*rJ%m%MKciMn~2o4utkRX zq8EDe4S{l!!{4D=3*o+?p3m-jkZ19Dbv4TcnWZJ%IA?1P&w~`mn&Vbm;K8cW+N-H}bgKuR%R9jOts7TVk)(N$rt6p1Zsj13}N8 z*o_RQqmP1wPC}+k&@8PckUK#7_v`7O+A99@uMhyI59!P1U`gQQdx4uL2s~ zqKZjGd^Y{0;-7o|zqgb|`{jur?O`Z+`I3m3=RDFi?{K-4ss$n3eS4WHtB~mQOWpIw z6T$GbzWvFK$qau#3jRa<$HCn=@9)i4z5u?8BaK^>{m|w9c(PbWClET-?IcEa7WHu? z+0MyZ!L>Z~)~*8q$UamjoWT7en3Sk;9FvPfB3GOTBo(%UUZfIFYr>?ITArJ_+s!i>BC{^LOZHy8d$sm-Jd zcSI>W!D@AG;g#&iKhFpMefK}(KaO^QP)CHIGX$8n1&fQ(Mx!#h*Xfg%e&Fdn5YzGM z0xFInVox4$hak~lo_8G4=yB_iD2>-uAl^w&K9iG;^w#SZEGf8Pnxp@6(DZkyf~1#h zYoS%}^oQ*5m6o(LA9Lb4;Q4AVV}V z^jjKQK>pArtFqJXuqV1$w7kHep^N*F~hc+cGS$h!)0Vj*zk%mh#2+1S zj{9Z({(nuWUHEZxKfTu}=#-NsHx+w;{w$@Iv98D){r2LuKMInlvO()J~p}2NQIg^6{@uscl)(PGc-J13`~>R}`w6Q7y;AtVeVnAmKw$`_lEp zrt|s7h4%M_!Qqk~R(A_9y4k>fIKm#?9uhj^UTy%xj9+UqcAi23<|Y@1uWN!#Ls6su zm@^tR@Y7jWumKq&lHRM|uWX{!a>Vp5mmCTKXYw=e_VV08MHAFiVY_4Ce3p`#z+x*} zj(M9b5Hg2GUR^j5qSPj3)_tNv$RQ9k7EiGEUyMXORuk$SN6Em@_%R(T_1dP-qmNgm z&(QCE1>e@=({9=Qni~A$`Tp5;5vrr{MsmhbO?0>aVsra1>$8i_UHF2PIwUdE=J-A< zMiJtM*X@+AfN;e$0Tb8q-~aySebvwS&r;=i8l*VXDM0v}q5b*=A?QT?Z712)=YN# z3bILDQ<~|y2s1|K_uZ4q-$bdEQ)C-PMcYEBR=MzJGk4T4on9$pM+xJGMB^XhHjfYd zyHRTV^w*A;T4}<8Z6%rb%E&MC$riL6?|)tp@~>xDoF$e-3+gA&3hd+ow4~9PaExse zrAETDB*5f#6cSpNJYaR_ijHQ95bEXEG9v^UD=8-?U9C1zY9{AP8{=;shL!h^VtT11 zH|6(_*U$epO6}O>EDKTKTa+(yn5_i=c}gwaH!6X?nIFs#d}C4HqKx`-iFEeci38s< z1I0Nen@#n-@gQmW5qf?|ZZtkjeq=M1_s4wv+4X;WN^R%f?DrSO5v9qwt~Abfo9=IZ zMX3e7%bjy-B83k_JOQbh97urqlQ!!$ZqQY5I3h=CyeS`EC{B_1Jspg*>=V)Z!Mf@7 zKU@F*YTNTN&h2NEFok&+n*b7zu3w(tUzFOvS_c1IdH$l*{#DMEf%!`-u3gd%-cTV_1>xNjt`|&2J_o++J>f!w+ z{j)t$3U5g#7z)RtAkVMfZWRrLAEq4Y#4D8P@xw^b6b%>EVMoujo z2-lTA2H;{8Ds!;En^hVZKNC(6?BGSE%2X@+seWLE6VfqhxuViR0SS&GbJy|CS8blv z7nSg#QD#B!#xuAz#qHI{K56`M$5n|wpFpg(y8K1j^#lg>zM46Q3s~#44CnF)!u5B! z#6NR!WU&R?~|MP?=vOo*ncXLjDs``x$@#PC(%$T?L&%U`N81_x4)|I=s(tM2XBB>{ktD z<`0}l=MA`YILHDZx#}IU$y7W#DKm8Uq38{GM5I}0+Ibs=J7*kIvg3n`DBvi;`Po0$i+e*7VciudrYt<&Qq52^AP6H!*ARtQNLLoiy z6G?d;-Z2D0iz;n|pR}R+VVUd4Q~A()UBtNa?G)nYP_WYHCd4mQjLwYN zoPh~nUlR)2Ww^Gw9y8$L_P6%=6H)saf1eLSzF_uNkt^VIqHdY{<5d(R>|(G!?E^6@ zhT`D^jz~Ub_nz8QLGU&~wO1=M39YbS5bE}igi3}VCv=iCk&4C~=avNl@SB{f+C4&y z*2m}#lTwR;f>XG8jH?A%&)m`WOsECT@IC(0A`|H7vtkk1IzhOWI=;34G$CpcZ5}vV zR0!LyR%lk2lp%z!(w5pvL&wc6ldeAwAm7Yw2knooVA>}^I}YfINb@D^e%h;%f?Xr( z4TUOo@%HM~H`RKMm|S6+TFXlXbBvr#I@=k8g91z!u8Ha6$<73J113Lwf4C~&-uO7K zJR8?r{$&GG^Nw%n-n|>^&ztgnO#BKGiVYk(8j)a4&nZ?zGyqYLgZ%c@yTM&bg(tZ} zFM;|sRnzoiDd@aqE~0uo0Tg~q4-J3ndhQquw>@GtzLNv?R?YB)x<}FWz-yp zmHO>A9=?BPN8aL8h}-H=B*3OOC}IgBnEBB~!W$v9`DyM0$K9wHEd-6yOr zq||If>fRvt_<1G79x-ZS;CzPCt0X4(w>3fOQITM-!dXPE(cyZ&Q5@24ZPDwk*oH*U zaZ0&fD+9l&ukRDBYtYd64ci7EImqGkdFd=FfS5irblf0W#k&Y*$EP6YB z2frlodePW!iU)!;k8jcS!1=UxA*3&K@Nm|fX8-uxn7q^F!^uO|IL7hE)Zx$@*y_~7 zN(mn=Y>>-6t?OijuQS@(T;UeLh3$$L9{H>R&#QHfro|W#$^Pa(X3-D9r_VnxtapKH z@(Sa)@*{}mr$mIut3ttWXwGHM1(4FT32^#o16uAZR$@wZa6g#fkyF41rslKvb%OyF z)~}mRaS3$>ua$|3z!`F!KK^X))6U=Ut_aOl{9ifv8GoOTtf0>DR_SP1$Sv#c&xl79 z#&^OGUcL%>RiRWo4wsPoqzXlZY9u^9`|Y}ce-`Q`t(@8SHXfc^-WJ0o#ps-$iNzxq zQ6MyGyqyzEfj*VjlYBqk2vHNWjwH*k(N6J#vE3h@g5vXU@7^9;LqCr6tZWgIgvBp} z@8Yy5k=Ep3QKwuz>~Pq!ZEsF1Dx*F&;;y$blQNlYzMNbPeW_53;^A-gNC_%QmT>3}9)PkeXulw3SM=Sh}*)87Q27ER64 z_!N&1@W1EH4L8QlZ5{azUAj1n%l~Yc4j<0#)an>!Ccq)0a{AmliSW8~sG{T35Jac! zJNu^N0yLiJBAW910($#-!VBniApYaK#zvt9AQPTC{f^ugt_Ckmc-21wxBVd&=MGT7 zoKVd`U^^Y=<+`50ZQ>4%=RF&qu2ABqJl>ZtRQ?)Mdra4Su3~p8&`(z$k>8(=6can` zN%zFUo@-n6UHXF2MKpeunmP%J*`*&6`j#Nl9wZQ9a0d$WJw_*K@1xr<=CYghe#&PIrn4!4NT2= z&g*f%4t5e_Uew?|jt36v)P|8VVM>BhzOeHY*ucOl{Pub#NPeqczH@s9-bZ*#pKiDU zrlk)8rPpSF?V5#C>tf7z+jk@`+r~Jsf4JAFd&hOOSm>IBrXGPkj0_e?LXQ&f zcGc&qfqsdvJMk+nv@1I#biVo>*cajNy6@+a^N*tfSq@{c^Lggy;s_=<V#<0|g&i+7aKwc7pnIV&rZ<~WIL)ho=i58= zXgUIMo!o0WBVT3Q8mY2k^+^D`?r_x+IJE`8?OxV9K)iwDJRz*uCwdRu%h$v#2ET$# z4B>8<{gEIPR_5?EW(hQgJ{ut!b7-WK!0{(YaXsxS(b=ZU(D|s?`$xhvc-)S^mPnThd10o+|xiv+qC9)=;wENRxSBmyTJoB;$n7a>cKl z3$$U8Pw~de<9&#t$!klV@i06n-H_i>rVv4!q|SwF4)A#Wp)yUZ0ooT+@PN|q6C}=PWHNn&mk$N`3{5!kjnGo7#qx(RmUK7r zS=biL^QJ+#ZX_8v!P-Vyj1XH8=tOPvu!DdtJ<)f1=Lg%3GO}9WH88vD$lTgZ{p! zOCwwMBj@7q$poPfK(_GFA%$@qy~rsXb1k=nr%U0tulVR9&nxx^DW*nnV$vu3@;NiFbN(J7{6G>44jzau;y>N$b>^1i-R4cHd02 zy?_sMc++qiVtnI3$CEPoTp~t#z~BAMrB(b+NWw zX6abUQvElc1$fr0wz1gC7C+?QNnqCJf~m55q$WRV;FX{s))C3Bc%SUsRYfH!%v}{6 zLDu57@$mNT^b8A9cyEl~j_D~@+!ju8rZ#&9&f6WhshdHMeHnD3mR=XaIUiaQmHKaR zYuwJ@?AJ(WTf4etabgza9Ku&TLyciOvjSY1CB#jw2f8%vF2JM8%o{5YAH%@0Eu=AR zRFJNa9a)&R8*6@)bQHG?1V=glMte4D{O$5hJ)hyJV%(w7ZBfxebl#ljsxc; z?@2FGW|V0&)^Z`Q5@M2RsLVdrqfe&Z`tr7lki^JPM5!f=j$F4nK5=6Jvj|WxTWB*# z2S0sazTcw&tJ2T(?zJ`%NwcunEn&@QNPs(Ol@b|lCPVa&WvS8d&v3Kh z^H!QEU+B0bR_;JJ2vkovNP@zYfauy0f+oQk;4ur0zjD$F!g-ADNfy<^-np#k07qhI z5hdP)rb^&lo@@xCsJ5;#paLXGn?q6eSq)C!TFFx{vw@Lf`zI+Kr@9qj4 z#~<|pq*#T!(0A;1mn*3C}~N8p~@`a>4M8K9Z+oK5zVz$etMRXKmcj*)SS6Rf*A^=O zo~sC-B|Ow{`;9$ze3qllw&;joU#65L5L4U0avGQoui4@k-`o#KsSDx6PA^~@J&)zw zM)o@}iDG`o`r$KM$neDZ!LYFCK4{2rc{rRn0|BBD$vkA?An#_@oi^13i)n{_2RRME zgEc#?o4jWOF$(n2NylJpLVJj{a}dfsT5_LmyloU*L;F0^$*A1M1jj1_&kN0sUb%QXSyhGNzyb!&rfb9o8XV9+K z%o1%sgHV3HyW#e5sM|jH;?33!B$;MS6_nr!?HOu!$2gF>5DI3cQ4{iIwQ4O-7xYcRaoh3&Ir{h5;pq>C)cIWpIZFwNpE z7hih^%v0aix6tW??bkcaZea}^r0JF0u`!;-z0`Zy>n>P4a!Hydbi6+TCq_f1rmoi?AvmeC9Ivm%#mWi;! zgpxRO{%bf)A$p0XVF)4|Es~vwFN5{W6Nx0QN;qj&nA=6F0R{2R<6H071JyxU1KD;y z@Gv`@b$X-|sJ{FNnbVa6x#hb%

Jl`0I12EM)U2XHEaHDj5@|fAS!Hp4JceqIT;# z)KX$A!G5(I>tADPY^9GG2y6RGH>_jFmcgCz`>?-#~#mrz$_Lh!XUHb9Dc4%r{(r5fo9564vp;g(|$U>08{w4oyDxP?0p5;k-_GsPLg=|&DKW;lUF zC&9Ht8uv^NmAnu$z&gh3%8y0ZaZ6@QW!p(pY(7$Pbl(Oh<+b;!OP|v+_@o-u42buD zB&{uvj{0j@H?ZUt-|r4AZAL5PN?B0#Nv-|$$&GO|`ikVW9~IF5bt;rdkPD2(Pj?I| zH3RqfGp8?4j=|e6U%#9#%7J0hkb^$uGsu-gG$7HI4(A9rN;|Y&1XXET7%m~kY00_^ z@2G!`shPJ?9N?SMg6w*O;;CePlx9!vtWRVCG6#zSMSD&mOQVGE?4rK#oF;#-jCumH z;%q~gnM`2Et(zGU=Pn?Q5%c#)5F=DnxKt6mo|3XsJle4CYzM{{%~`ke2cVK|0Veq; zyg}jl?nvh9SXFeGOTm4@(dLx#^f`dR}W;ZEQyC1UOisQo$LQ?aYmP$+7d zEo;9jB_iUKF34SnA75YpQgmb#2h>!589E$^Pl@i8Im)hq<5iF3`o7b`wp%URiF}XX zg-82)EwAa|iP|WOv^%W$#3PnO>GK9S?qk{3)*vqYw&pEKH!A_|YHRi2hg#rG)y0g=6fX63MFnilG*E%!w#ecC;Ptpl@2QF%G;k@e;T&O5PlrmqJbF5sT#JB`@zN&)QK}J649}sfu^;6 zDlpsozS-cA1G;YXmUvm44sKj8600v9mEv;HOH{!fHGlm!mUq$)E^}X@ z@ZW%J-zq#98k80TLb}(C6>lieXwT6dF^smr;~v-_SL=)<=OPn3Mz#VMlhWP`A7`a% zggaXLc2;1rhZ=l&b|0~(Gt0eq*&E}v3$1;&h0>VJPe85vnLMsDF{tP3*pIKi8%blE z(ZqS4ncnkK8=t$s=>=+1>R`2|tE|jt*l`B^9>%cIX^1dZ;5nVs3G26Cn3Yr4gP=~_ zK#H5;CQQxpa&TZmNGV(+1_5C5je)@@-c1iU6|=FiWc#k zM0X_x$uBMu;&s*}!!3$-pui)%yU%$VD6d!&H$Jxf?fWpRir@0_GyX0gNBsPNzX;&d zoF|!{tQ=~!eN|JiLG68)y`OK`p^ENqEwMVq=LuJ-Ii+66L?eoBS)S5qRk*7_DEj2M z9f~+N`ld#Z98R(b@yvc0k}7%h?P02$DRh2YeNtNMj&AOF@{Lg7G^9}t8n?%WBQA0e zJwYr8BTtHh-BpPZ`RO9>NqGy{o~%1PH(-ZUw6@0jac>8&ZImh&14Jk;*66agd=ZY9 zTzvC6?m2$T@jt$Ivf~0ZMR5%!@?;OwW=u_|vr1UZBOj~?CZb+TC~v~ll87sI$j{_J@7KC}o$`z@ zomfg?l~M^>WGwp=bOj(lxO-?gECUV{pFeoCXdDq8&kAd)T!EZVe$mG37O+e9+wmNd z|BJmhkLRje|Nliundd1(W>S$TR})7sZ_6fFEGxc0Uh{HDhS zL~X-SbDfn1U)4QJMqrF$&Kx?+&c7X|1!JXCe1>r1hpuLSV%CD*yP+yQJ5M9o&jJOd zsirUzt&zY+a2@sSS2w5|%hC5loukTrs#pr>*GFI+u(Mt z^z#okUvM05ky+aBGqEt8ThEwD>o8&|i)7BzHW;OI$;CNJ0nE8;7kk*0IA$PwtNH5( zMvUZ{r_6y&1#DRU@Ker2Qmpk=pM(85C9K!kjcbMS*I{b1S6c-_*zSV3C1?J?PFi5! zd#ReT=m9*<<#=CiDFj(Ip>c~DsovkzN|V>9GM(+pyp1k!kBAdsjjP9O{oPt;CC?FO?+8GRKd=HR18ctp*3sObl=C zCmKuW5s6rNzud`AcvCd0-2*f&7o-GnF?HP9j-G&^IXVLc^Krm zJvqH(f~ZA8zbw}o!8?1a!hL!n=-r9Z@PT|5m^vILBq%h4$vWc3)`S1s2cFDi1{;L@)A$3$l7eV2`4; znpc%6x=p4p(qxPerwZ}Z4m|6?`Hp^+q)s^mw&SFCZJUm4f~lq7;*?go7=RJ_$=|;i zaT7aX{}r=*un%M8XU5|UoP#Fu(lWlg?*$i4{W46gZYGnLsmK*1p@G%6U>H%!NZc_bz6vj?dcrcU;Da#Dqe(jP z3m|x%xL41<3T;UkCHB^T4rQ-vl+&iUVe-mId7gI`v{ic3lUqs_#cAWe+X*d^^|`&*}W{ZWveGW*yPr$8efA=L)+@8mCt9YWz;OwZ)Y@0 zv?>1|uE4+90e&Q?Q6{jI+{2Rqn!O_|&NgZ&V3k!^Ur-*k+zFnd`=nIV=m9)bDAT)noCqIbcUeYns{Mq%au+3 zjyvydu-jA(#H+VFKTEH-DSuN1|71V>DnYG{^-1H=6Z0ib=|UdS=1aH}SGKB@=1n2V zrzh)Iv->uE^zt)z6uG|>>d~@=czc6W!_5B3(PqFQ;k6x{py;ArFpS&eZ!y8%*^b!L zFqVB)?)ov8pAyt!bJIr;72bvsF=8vMRsXkB^Uo^vPt5;Sg4#teP&N_5V^RD9@V1c1-kt~6t=4@ z$a>pHBy^S$C`l|nR}Jn%uhRzyoC0{DhsLieSsjPGEa^{C3e+OiwQK6eHEFnr0I~`e zxl}MReRXMgxCnh2)H#`wkOkKs=rcAd^`geCN5ukb!zg8kzlO}NB3wG7(`ry~GVs0B z(-(Vu7a5e^S33EG0^Z9}1`x61{j~l+w&!1Mo8bB$&r zQXqP{uy>$B7FqZwd|8P(2-0hBW1r`WAf2x*0du?dK?s;&ZIjAK*P!wNv9dIr8lKTB zsnJCw#j^Y}7KE_%^~xiHw{LM0qlX4H)C!^XymoPuLo>?qraEEs`30!U2nK0r=o?;L5+0A%T;miOuUv%cnR_r*w304odN_=I@`? zr!CT-XU*LZX8Dq*-{5EcR1cqYVMPspRZwu{EIey)0u>tZ`1r-B1M_P|Nn4OZ1^b@h ze|49ITCD`_;X`JK>14P5*#{a>yX{=NQn(Eo{*1Ge8f66`x1@dHeV=f~dWx>EC^ z4Qd*yEg z2idTH9EDuK@pZ&HLCq!gzW(jwCg^B;bIuvo6L2ZK$8DnIIJ#M3EIihG90*PXI?um4 zg_c@mii(R3Ar)KBR`K;hdMZ>ZI&(sBqRi&7{B9y7@Pce#fO#8a%ZsN<*-Rp9Axi1j zI|tVJ^c;t8#gan>E!)b2Ei53AMaZMdGlM%-ifRs+w!&=B=TfqSUbH%~t4W_3AnvrG zK&petpI(n&C8&kY-Y+LAG$9zs-YvNh+95)s6z6q*ROB{vZy0!$Doz?i#DkFCoAF^#e0?+xb!!}C#Mi@D!$S=E_zd)Ohp zc%S#!J>LxP47j$EXW)U){_1xxFYbU5+Q^G?v;(-*Jj$LC!wNWhnZK-Wq5+Z4-T8DO zZ9g1(JNH%Go%>I(#~(fa?@Ps&-zA{f&kHZPgc?6{i=ZZUL8s@V;t;mLw!nCIH&Up! zRr1c?2eoAv)z{7+N7vWS82m?+;7sVg8ZjR;RG4BF{>E|}T)uphq|tF0chhsv{r=2c z=vJZ^cDP)L`qrAgvjm=igpk(ME|)Q+@Ggk)Yx^8>;&Qy?nN@{bq2H=}c{~e*-;EG{ z7<-JoFVPaU?q&osK}LBYrEULqdc;4zWz^Nr0r?I`TD=l^QR|73){3jt5E*L!Ler3B zlRskkQu6p+L?G;zbR1fgM+=7{rStuIQ9|~PgD9;KcP@mTj-xOF-i)daUrfG-N|(ka z_D9D<>yv9e@4f4h%HzarDdj#i7^Ul%5&i&2QLW$nK=2yyH;5^6kHw%)7a~XP>y*H4 z7HfNl01pxCoE&x8$B5lox;(zBEQ9@hz3gA-Uv*4JDGbQW;q!xIwiS7uoBa7>O^?+2 z*Oz#4LP(X`9pOfE^)T4W}0_%}ZfathGHj74lF!H2!5MlQ)atDhFU zxagv(<%E#_i9?0?YlCQra5=g&u^5-pUY3?g=K`S_q(z8KF4ioQVQ6>Cwu>3)z$ zGKSt`@&WK!VwiS`oMfmoj~#7$?t$={uOOTL~z!~r-5$0f?HpA%{Sw-fFDwo?DS946Y-@aSGPP~X#M&7>uU zqK=whls>=#IkK;hik((N)wkW*PH0ymb_TAHMyCXvK;89l?sv4HZ5?^9r|^GYP^15z z7ysw>Dj_&q3sH375zrob{)+IX@$h3w&Zd>OUtD1YI{Z~edOV(={{P4Q|Fivn_kfdw zp@L@0GFq#V>9XnF9OV4Rz4hy=*cI=6LVkgFlyb=a{LgcLY~Me7n=8TZqO{c((763I zl5m^WA2`s#UB}!K^kj3q zR=ZlSi{bc`px8|{HyFq8Z+|Iq*;kI;=@tVtO{aC0pJ77h5?*}S{)8S3xHLzk9uodC zKW(nmb}ohqLHiR2GLm`&bUWga?`(()oO}N@T-5u*CV%_v>(wpnR{%llw`&cLG&k|n z=pHYV>`7f1xwxwcQ%?7(vUWk=Vo*T1)agPXQt|7gY8`-*Mj zduV`~h0H(yB@J?$r@c(tzKYKIQtp|&^>Neqc*u9_ovz?2ig+T{nczT*Dw(sLBH9Yk zTq>p)`}_hfPp|Cku5fv<*pcugzt9xzJd{2r-?skhvr_Dm7`B<87Q2o6;)zNns8R@h z#fj-|((8|!{y9@5Ve+~vEdfwaKSp;>6aV+6I2(`5HtZj5D|{Hca9)lBnCMhY)bEI{ ze+A!LoO6N=gbDk%rcE%STOvn}P^ks@7r>DW7@Avj^aML#IA4NSs+AnX)CJJJb>O;9+ z`wRAl!lKfAXex*7RrzV{( z0N?EqymmhS^L(g3Jo#Jd?C_16Q3+j;am5e3-CKt20`4lSwcK3ioy{|@KKMC5Es`N% zJT&Gwd`^*63l`KyR73W!<%{ItOCCq{t_dmBNNyXD+b;qSC*!$C)ilsU@27WltK>oJ zaEd%ZygfR1Z`6k|b`FubKa9D|(TK}4IwmvLdJ$OjZ;80wNc8Y>lQaIaoIGRxrhgGYVW931aoL9I5CQhLt_;AC4u!~FvboAj_z zv|)c6cOT@k&RWJF{{5@BAD!~u_Wx^M*LOwzm&p$vi`ImzDd1y8vE9P&+wbFJW1iZu zf9%SkGIaMfizT?<&S^6EV2_?B>6s+>8Nrj7hZW6tv{1m;OXt`>=>hkb{#a^z7sRw4 z#EGBE3Rr^i2u|GgN4#2eSJ#r35O24Dx4@}ZTzn@b-udS@z_sD+mZ#R(9 z!Lg)06U)LKXhbT-!so#(s+9(P@&t?ouU+MrK0^YWeKmT)NI#OV4-H%y8M zPH>F#+#Vdj&5G+Alo@0In^kc1gME(?=eID|7hIyCpt$QaqZa3;^UW;(6A_N`R#@0u zyI}1c_S5<5uMPcgCVu2~{p>J5^6Vnp7=$^?y+HfgxduD4_Ko&nzaMAA{`IhLdDQMk zF<%6!i*4z&LFp1<08)RM5QyWF+9l%6BHHsYo|Zs@@3yE2}nJHRMBFhLfR(uDva;lsjX#@XZpF}1=}3T zR?#-D>?4F1^meUhjNjsB1Rbh*4?KV)9txV3FP@{5!sGHmGLmrpDV6ih^;e&Nt?2KG zK~WW%pyFDX*^+0{Ir#JQ^FPW@`?36=@zYo-2HuSBQimzQ>>@Y)ho~^b#MCjv1}JMW zvr(F=jrL%_A9ut4wHPjw(}~3s7a`y0s3N6m7!rT5q-%WRJk-#CXvs2mK@V>{_M*0R zfm$8@x|VgmTG~fzT;sM&aF#IW%jm1y=#FFJecUn&n0~J4dz!n1+i#)MyL{$8yt)&U zA(2^!IMm)HzsV>8S6sDW=CN7yevo5WHlG-t&=iTs3=iOFS;|_ixN{+8`;CGGxu+;f zMcWMH6oxa!bdQD}@7$>WU+bGp(cbK$Tm?g4o?Cq?3H<5!2*Y)}WPe!zQ*$358SVQm zD&1cX_ID(L(w=9|o7q6GT8;N=*&k;rCmXsgSNY9ot5ITLO*UT(Bt#6fSJ!ZeHfD86udd?6Lg@C+HF zf=kdNgC{wyhweic?Kkz^3Pb3XJF{~=;TF(-(;VY0-Gw`MR7UwuYV!J{{=*iRW3o{W zpMgbsDmQ3K;h0Mv(QMMA59KQ^Lm8|UJ)A#v;phInUlP>jHP?RHmNeRA4pYmNxlJW|&%@O3W_nX*sz3a<= zM{aA(YjA!T9OkAQ^Dn2zAD;a!75p$}V(I;%Qc~ADdkJcP9+lgiWR`XODgt}+e9mYx zIrJ!5I(g5Deb74>7}Y(o2jy*jN$<441vF_NofSVwpvBaCN*y0C2r|B;V=`!f`2GD# zvnNJS7){u;Zo>0zk%klsD^$$GSo^b5WCF8}g+{3<`~x!SF< zck4?dWioqW#Z&j8I9!rJ_FYD>Zt3ZLHA;`>8D*{CyygOuLp?Edp%{`>+QR7=Bo033 zeF;&y#wP#vNZT5pqS_77F>EI5(elvsSo+yaX5!y%F zMBqM_c^&U7I08d!S>9)j)X{KV4J^MOMuICrcGR`qoAh|R+t6upE)^DbKJWkHsPiwc zhf>N{n}&3KSczthbK3XU>#HA!(OI?`3vf78#36lE98T<0A+TRM@>8B&;L4Qg zWPK_yp+{k#Y5(>0_^YG;&O{ywDf6`IA~Iy~P&YAO!A0MBl`I{xhy?A9$ph!+SLv#Z z$2fXsXu&t~3>WQ-%}XU_NCl#Eo(n*?JLzPLupCO{N|3nYDGAFTukI?kWxq+k_t*WB zyH&X1TGkd8X`;=%<{z8!t310u8$T_}=+J7h;uhfC?%>=qg1^aMKlD`D0F*){omK0|7`kc zeww0=J-Gu?M03X+Z230z_di>E{_OQ_;bA4%dmIni4Kah(c*_6i@joo+_e+g-{LWAN z&pM-jzja0(sgVqP-N(R6-1_~_8Wlu(Pa-btuq=GQUTB}&eGrj<;j`c^IRdxb?YZ{n zoj}9H?1sgJS}-Nc{i-p<67}QzvE|I-&H*)8_#OE~E-(Q>$;^LC~?c8^hl zHwA9gbLoQSJ_tQ6AL!UPGGb^(|5$FG<0OCj#V0kV@r z@YDNd*P+v858DHvUerH4aDNb*wEl?o_@09yGMjO^(bI^DD(3TjW?yi6YqDG&8ih`% z>W-LMT!E^Gi{t$a$!O+GdFmPM-B2x^rIc#1hU;;b*zaVV4dONRTn>5VXv>Z_b2==A z(Ef#8D(mVnYS@)>Rr-z)l+NjJt{E=l%5sV-e5Esh)NQ&onL7`?V(;8NB!)l;M@TAb z$%~5Fm8$m8e#6e+Ad`sXS*Js#J#pPj5{8i^>yo~zRmAkGqoUD*1?H`RH|)bFjVaS` z)v_jC#13x1mQC%TgxT%9`Zf2f8>W#g^r~V94lAVZeiX05jWNZ3+}0xW32u~s^&#z^ z2TK~`n1dmq>!AU@1!iL%pdS`fqg8AJ_XzyGsQ0wO<4K-QJ7Nh?OAT`x?Hz=Hb~oil zV{Ohl_AZRqu}!CBOdulLFZ1aZ%dlki!l*ON1T@St73CY|LAgcuYQa;-zv!_+ zP1~^FPqh){xG|-mKv3jUc$j)W7`^4?3!bU-2IoB=)fnr~pp&j^i79*i;i^U{dvr@Q zsty^kbN&e`oodJ9cZhU0si!3o+$_FV7yS0D=l662e5A zUS9+t5|3iBgXX3^Mv z1gjl5+2JP|gb94ReDnRwdczew{!7@WrKSI7HmhR6 z_j7vMH*sHwn$b(Zm%vIEz5aT7Xd#AsZ_2kR&qiK_k54muLZ)Xl+RMdk@2Xy z_1UpPh3nA#Q7{0n{tn7=u(iJ>E&|kgVRWrVTM_=ggGUP4*Q0AvmW;H`RHBEEyBH*& zl|qXp7K11J0p;e~pc!pZxc{W6@X}{IwB%*i;}Dw%&F48-R!-+5)>~($=7cdYd_k2N zCCHB&d~6z@k$%N`BxYn!k{ys<8s2$wf+`WKXH!-pF*<=AH{|6jf9HtpuOu7{>s7(} z=ZA?T1)?$0>$B~%{03MQVYg;gkUv%=xJEI^q<|5oOMGCZRl$y$=S-H;ajr){-YH}{ zzXZ5qIVywm*I~A(Ex~8JAIkm1JR>#TpzB$;b&!5H9A>r>p?)L{%9+0RFEmWTL)X=7 z%&jIc{NR;J*T^G?-r_PLw6=&oe3i}Fafb*~p7p$tEp7*wPF)tu5F@}UhVwm76ng$; zd~8tDHthG~NOhLCl!>9>SCIbH z{d_7a@Yf3T8HohbqeG#O?K6>KMqgiip*Yx-2Db)#ZATjBnF2?qpMcM--LY5d&4@7Y zs6}_uOPIs4N>)eBAsbhAs{F=7U@8hBZ2yck@{JHhjqQ`JbIY6-i%r8$of9)xJ#T`I(s%FtGUAFgl$+c* zJgJ3Myv=>V5s-}eE**Sp6lj5&xmt8)NM6I9IO4TwuxMdhXVjjX@#tag88<2Sn(xN= z?_4{79estxga!9ShA4Qc5W8!x`!$R+>CMVWIDs1e%N=G0BcS&1!j}$vRZtya>ML%W zhhvN`)P_fGU^oDgY%M5*PVyx4%g^xP=}v(zX>u}b>#4It{H|wVYv;I;cg=RJD!@3X z%j@U#w5vO-6nr_N;6?P=<+#zC2;Xmdr?7e`OiyKBJtX9dx;$4yo6bZ)M5>EQ7;z?& z)jad<#Nl|@TaSqdpCd<#PZ8mm_DiU&6bewT>OpZ7_&r~@ zwt!e+MP3xa8rq*nebH4I!L;Y;-n)(D=wg9pNWs<@Fj#ALsam2Iaow}+tD9DVT4&c6 z&n_H7WHKfCl2ePA{PB*7`LCkVANLDrs_Ld=HCYFo&R3gZ1FZ)=lyzM&`4>Kc)0rAr zU}z1MTv7~nJ^c*6_pXx|F+_iPoq7YCyE}2ap+O(}7%qK;N=z5KJWT59Y9NTQ)IBCC z3&+PqUbl$!kR(FC+nmM7oe}6L*54_b?hSWrqK2bo8%~F5fH7YNAlQ{NgSqeXDtS9SRYRHC>Ur}8`yYEW+9l!CTZH<06y&S zKhQvmhcQ;EcrU$k0VlzR-RdHBu(E?yX{w0~^7M;m6>rdChgUrdTO7_o_Q5;h)#hYa zp~dmwOG!Vcr^OtY3%SIe3I0us$GElfkUS^2HjAV}=;wVea_pi|VuXHblUN$iVoEj& zw9inNw5Z9!V|n264!8LPu0XT3uv!Y z64UmO_fS&KTf>vb0E7uw?5q>jAjzi#S2^YFmtofziKXW=n8Rph2_x+N;G-?2D0K`4W-4mN zec1AMTG#)Dp7z%6_LY>j`yj1cam1G@AMGI6=UjuI3FY%K0{M{%$UUPy^D%WM^!wZl zn2{<+QmHb6rq;rsIOObdJ~1 z?^4IIEOyo^lY3(g{Z5v+!6TTH2yyw%G#{*{wA}EFkSr!=66fW3kPlNP?PU?I`~tVM zybjcgabPRrqup8Wihvza%|zVaf_YRt+@=v43qv!hk}2<3VTxi(#N&%Kc;erVOX#4$ zR?fViPYVnLYvW;o_Kp_#T%i$#herqJ%$t=(l-RKQ_sK6*uG5IpLbH2-nG)mP=@C(K z?{_^sXZ|u@HUDnEpRWXx#ZriQ?nAuGBu}fyW2BE4x$R(T2IQ??b`s2wM~l^-YNl(M zAUu2X>V)45FE1|Zy_{Tv|LnX3~ldW z+Iz&_1~`dymM&;(BPX}2@UN?5SkD5R{-7*}^h4dx!#m1zu+=0s$AE3N*fLh;uq)CP zGw^kE-L9mGEi&YYY!&dpF4xX}?pdd$^+$9KD%5*mMRB>un6F`2FOk70&VUUove7?v zT5TTYPM;JmCgQ-Nb%))N!BeP|q&FD1CBTAq6O-JfO@L*324*?O6$rBd0+)aX zS(edB^lr=3^s0q*x~S!+@|8wPpv^NV$y8JY@Ai(#8$BFo<(dA%>F8D%;D|C|itj-j z+>`2h%OW1+wIgKTW;15_9P@EGU5BzU(*XWBoQk2(gf6z$SG1VZDA_jDF0kd^kh z^7v9Y$TMitEK78wVj}^DK=(#SRWv74vRgsKUkj9#*RN+S+CD`QUS>c^?D&UIJ}L#} zuqn3Y*eXK< zKaE*yM+dABoyG2ne&j!PPz|dNXx{&6o!&L&Kak44?;v)nq};0c;8{$)pZuV`u>{7x zn8IggN{#6~d}TZ$HwoE7SM_5pw_@G-m!@=SQ@{bKygcPO3haG~%ukv9AZDgJulv$4 z;7pH-*N3UXBJRcw`{;SNA|UR;{lpgh6eLtem6QA$Ry3?gtnsC{4f1}j!w50t)f z7a{7~J2Rtxa!iDDx9U~i-_GY))7!u3v0=a0gM6D*tFllaEc)>bJ7*Xj?r}MWJJPj@_R>g(MXEkdD>^BkGl(==3Z%@5z~NPOs!gLNxU za>!liBwC#py7B2zVC+U{4h{79tljy)GQK9-BM z8XXp2p|Hp9^u+TY)pEkN*@@kwpi{$??Bz;WeQmL~I>N;Vi$$^9jI2SvX=gC)w{rbC zj}Ks4aRP0wEaVtp*%QK=u6HnUw1FwFbpd$Z1kq2`TnE>;3wv&Kv;*6@ga;Q%93kRz zRL!yU4yfX@%u8OBUZ+M%W_LkaAIY)wNz9h*6_F-=Tg3MdK9qpVsCA zI_;pL#1qRnqZq%KKDQg-PF^Gbj3Ec1^VO>FrBk6y^@+XJY%>}k2o}f~0WcIxrd8CV zMo!XqOZSLG!Q(Esho{FAkj!NX27SA|;A3-c7oP|VitFhR>ac6U0$sQorlj$ucMnnb zJ-5lhnzrI`K_lg_Mjv(nf4AiQ_y`}DsdDBeYd2}xnG3KSUytRSq*H|S0ip@ zm;hdlsM0m22Dr2MXuH|YgJ6Ayl_{UU1Ez~7$D?^w;Yh#J)-eAE;P*y}gj47fx?beU zo_>i5J88hfGkV`2OcPpPRXCDkm&T|2?~VO7UzH8F{Y8%r`@J3qj_dCu*Ej=AjxXK) zPB^2s+tn$$gLV)Ukaz4%pb4VWD{gJ?3xd)Yu>yYFDTuI!(3pMH37$5be#%E0jGB`c z^N44-0ADb&{4w4#E+^yS!ja$rctk#AM$R3Nu=Z0}eTn@(J~}9ZZ}QZn4$Hu`N44Gi zf-z*zD|cPHi`_VEB(z`88q<4o<3rI~E3C_zd4`Ne9up$lvu%HiDYi8H{IRh}VDIT2Ebz~(({P@j8AOy&M<<1e#N7%e7 z!;{?y!O2p;SmHz?`k<^KI)PK?icrb~-XcwZOEPw%#_Ry?il*H1Z`z zFqJfv)j5liGy1fftEOQ41UW9gku=4kLhi|D@|a^j@(ufr<;h@=FTK=J-e!Oa*@t?> zadKianJ+Z_4wztvXwME_d&-BMBp$jDXz~qa*xw%PNN$5pxndFR%oeCK`g*_agaeSQ zauF~ZrUGL-+XQ8;6nq~07^Y^K4_Q=rh9foWp%{0%PSTLR1jShchTLjNU|6|6I@6pD zlSG8cEBoh=+ZN_HFK;UBN%Lskmr73vc-*vlb#^OuCh>#a6`G&Z(};IIpet23fNyQq z7ic+6k(zY6L`t|Bt1K*Rr@39_oHP8lilH)Oxn?{>={Vu8@!{C zJphaW$LOh9Nzj7$-7@KCPLS|wakrkiC+abNDicb%{@pcm!ZYvKZ#XJPouVyMr5OGh zqZ@|#lh|`%Gq=^GC``PM!&Np$3uAp{(sr3x7duU{XQZoJ91{^6uqGMR#-h#*98_&& z#;gc=%PLm&u=r<}k0#)AVRr5;r@r*hgKoOUbb4exte98E8F;op!k9%J*I7rPx4;)+ zzy(8y-8pLp!(G63zx)crQ~?l69vOZ~&9#1gJ3umL^c>oq%NGJqioyJO`fbx<=^(mh z^zEw26tW`q)pE%p!D1IQpBTzGL!t63A#uj9kmPZcGTYesxA!0a7kU~~h2EThlror} zugZ0AR!8KxaSO6kV_?nI6)kdCL!gaoL1p1 z;__uAcr#56W|xL;T&#VMQ#{3;ZJKBf*O?F5OiP?YKxVWPHqhy8K%PGNU?xCUFzHhkwd+(3Ecgn}K z+H2J;zw}|a4<$DQnS!u_lxsFKxP33=ukm2IFV;g9XiP1LK>w z;ZWuH^%?U?G%_q?AUT1LWq+_XTJ*Jp6eS#|A=MlN^pCTKyg2on9vjrO4g1}ERp2>p zPUUh0uE*69xNcQKp4?M+w$q=0Nr@b7^P9?ubsL_C$x{!Iu8EtL;)y_RX$RX69>O4s z^w5j#QkKXlKysNVix~Wgz3U}`66LPt4MRxr}$!jSl&?0d7-qA=a)Oz`7mcj`V;Ag14ZhvA4clXrz z{2lB878^RBy;jnNy-BP)XT$G_ZGTCJGPor$CD(uvw;j@$(vFyIu17gBr&nK#pUha?kLh+I{SPq#y%A>X|@mwVv-(uD7I&@)KG<`}HX zPCx`LOU@Rncn~`3NEYOE5X5A5)t!~R4|85I=Yn3b!j|*(2}W5(5R&b9SqIV!b=aJF%F`U2xxuqEkuW4^f^ayFS2-2ccB_?LU| zsfE_R`+B3L1t$gI_T4YZug`zOsk0^VZ?n)@rwi`1w}~-9q^klNAC-t8PJUcnlH&`m zk=2TP`*1oo=AykVn57!~(AwUfDQt(yEOMu3Eel~M(;dtr!0m7Vtm>`1Vyy(hN>J1bzH!GdynVg1Feb1cy~moLFH;+qr!^-IK8hTa$=ep-uZ6DTso6s{!9IqFnm&&Pj>AJwOl`cD^5?x;PJzk zkF>YhiBh51Q?A%Wa}0eZlj{l8n*{~N6hg}xeW*xNl>Bz44+u;o$kb|nPER8*43fZU zAAp92S4}e1fR-dh*AmvGVR%o&m&0-Uk!((V`c)oVFuHKe?ac1Sp2QiLwAm-`)_|KA4%L`b8lc^0av_3f4RJp+vF37`#&r`*)+KyS z#$M65@9`&Y!j|4|y%JMsh|$f|Ej|@x#Z*;-oC~N0Fp2991if85FlC3E&1GkcE#B3_y zpxcaZ_9O^iZ$EKt{|!#ylDPR%{dO$my_#iT;v|IT2lcm46C{ELMt9pJk_Ob1x=Grm zV?f|FZ#SLH0NTMFs+KA?4Aimg?|SYYhm03hrDVm;V6<{SX}Uo6xACz-P1~^FjgKwP z=Hy}y{Gch^qtocQ2kpGVdX%OHgAa2<{$_Xfqs6yYteQ0Dz{*HXCfMMOlv7{omr-zm z+IEaway_c87SRXNMLaxEFFBJ+G1h^*^r9*a4<`rip9aSp*iWM1#+z3CLzW=asyh=)~(NDOA(=M@~hC3mwV>M zAxSLdnxNh*2?9*ZjrlnN{W|?LvF2k;cQoJ*)E&65ngI#z`jJr`o4=#~l=G6bcAYJy z^d_jtw(T3zrhVK}%##L)Xoo`&Ei*)FmONc0h=2k&Z?a6=E)*urWatpp3mi6W-^`IL zbUwCm4702PUCMh0TbCt&(_@30wqd{1nZC!8R=#v@RjnL9kOpU~qARrV?~_hL`Z|_uQn%DE-)6dZ##$x@y>(-r20z z55@i4ZT_SDv;)Sgs!k?HA+7Obk57UrO1~u?e?CAH@+w}hw%A|Xqz4{mcB*FUQ5YDO z-ls39xjFyeOo98e{QFIvYDx|_=3b3jAwW^9tkv&Wo6*NoozgXl`@cMYe7@aTWVRkR zU3X}SqSoa+synLEp;hGoc5-JhlUiEa3%S6h)=%R}py z&~)5WzBjJnWfy=W!a2`GKLn|!*6)PiS(LpOLX<5w$G`rw@$8~sSa-jxv4U6I?bPmz zKmVy7Qru(P>(BFo;>tq96)6$4tHRcvUV{aajwH@JE1}-BKkjq8o=zqMR1FF3eHJRZ zDc?Ben2|(WJlJ~=Sl@_$geF725KIN8fd>7VVU^u&C|kJ9x?i{z?JA~v6LI%8ZlB6Q z9XrEVSQ8Hkdp((o*cFH91RVoE|0t}P zLXep+cn_$~4d7mnN}z0k{o!#c2f@sVvhuQv5DFu7_-I_cA5tGjj?^7Kj^NprNt+J` zVIMEON5M%oL_~)QD{Z$x;~kzX@#{Ufs?Gy`*Uvu$PEX6zS+sSi@$;khlDJ~Hny;Nr zO85cMP&7m;t7d3ZZG|Iz*Xh-*5UoC|9t|~BgTxlKc9?3Ss zkD;n#xs-QlWFUCE&sNn@1JtBT^}xbT8R{%&XJ75KLRH&};?^$ELjKY1*JV9taCMfi zZ#6AdLUTZNz-6KVRHnc6gGp~IR2A6W+~6*`3o&G*MPD8%pf?Mjx!QDIgE;+RKDWtP6nt~>kRZbdjN2sz`R38U65-9+ ztzGO8pX@vmS2>5X$qLd_BciWugSvgs8u;xcDm)ayz8x6WB-@gy8)^)bN&*4EK#;5(P zj_d;4=g$W+outqO%>nX*o>DMSu_v{1K^-x*-AP`Yz=yM}1Rn&+2XHGMvPF3}Qh?-e z& zM`bUs<#I6GX?Ym$LHGpW4WIQdFla}Lt13h$3z@it=S(*nmd?Ywr;{4AvX@XGE?yP) zUbUZr(KT7PR9HF zR@Vu1`hjYwL~G}!@`rX-Xk<*>1~IF-M>Ho4{^j-fue-{|d3?kE*Z=xIzgDrQV=tLz zQIVV834Mj3P5$`Xd;XTgG$)q+{{L(5O~AS8`u%@Hh>)2~i4>V7n!f9^WXwEdNam0! zvl22Bg(PJtGLMlV5t0mv%2cUHGLt45qR`KIy50AEB{-|*(%Ky6I8 z?Zl4qCx2Ow*TM!YHnQTNOvZX$`IsVFf2--sjw}{nDO;D|OulyfHeGG@#id|L;LNvI zXpmVuNz%{${#WC51#vwZnKmA%U8kC_n*Mw(U+`!D{G4~-{BY?#n<#WsWxjvbtB5ka z-*TTDk%5PAD?*IhkFDW#$&~s<^$OEK1l8WR0g`LSXMR5ZKYRXXp4~s%-oMI+;&$3J z*rvw;WtD!~(;s=)++Y6D`uwYxKfmc3Y4dA3V3;qb+}*Zz66c@&BRJsyu#%1yQn=K2 zIg0#x|DVhMJO9@_@GD-|Upv~r_x?vc@NZt%KkC7Mm;ayiz?xvAResvPgN=Tl+2~T8 z(hrFuIb2!XS;AkdprmXxUCW%yAPChP@k~=tM4)(pk@M8sf4-^A_-0CKsOBu;^TNGSGq2UD!T)og zlpC4{7>aIzq(Xjas$4!)w~^eY(1{JQQi8~@ZXri`MD}c^;l$vXpSMd#ni0jm%CrBt zNCdq6pAAn_GN7T6Dgs-2CE8!b;dXc~h#(WeC;Y`x4x;9zKW~tNI|O(9PwP z$MGc;3Ey9qHh5T$#&4)@@4IoDkf@n;Sfoh_I6bd&O5RzEQlolHSLB_|f>Fq~7M1lF z|K~0F-?@cdVRPN*;KN{gJcsYb==I;;DpnB&tM-q&TaxVgphe38_ZR(1sg*cU|8%~U zZZ|RbzUuU&6eUIq0*A)0c5eWqmQt<Ap^XSBps|RT}v6JG8|7zKdt~S z{D#dzFU`=UOndSoMroF=)+O4nJXzJSt8J+?_zrGc%v@OV#*-)R}kUyf@2PovbV_G_7YeLD%Vj67#` zWmd0Os|dAK`$sEzD4eboKHUW*ed)U|I_yK2A4WG?-I4^V(xsj6Q@10D<;?pA1W_n4 z?$Ap*u7oy4EM{Fv76NO|NB3zrYpwCG!llf1@eEto(C)gxI2nvg9_%*v<#B^I4rA1N z88g?Q)PiG~pYL0+0}hs@My?4@6r8(@`bE_{BsrPY{Yt!N%_!bqMR!HH&CR>0R{#-V zb34uauhAfXc;>$+70w^FZ|2=)ptE3_AW!=Io4;1CQ>*rmbGhvDsCz6X2eP-G=5vZF zA+1;Tn@@HE$i9B~{0Yl0foWrYnp5Z; zFHh_GoE8G#RN|ew>C?bwbB%+9_$+c5V=u1aTS7dhtfZz>lWX+oaHBA#dX)!xBR;aX zN34F?KmPwlcm3hnAE{#ryu%lkv*CVmxc9~ul3!l0l+umR`pXs|c|4Rf=d>L<*CRuEc0ogym23e78;RLYfbRcWk^u zzI+*-rJJmkm7oJ|$~jq+_u~W!o419^`? z=?+-r)oxY{kNjo-`0qw{{qDH`B=IxauD7c{Vsyz99Ck^Q2F`Z9SgCLODH!4Ac&ze14(-_E-bmek7A9uh-$wW3 zA*JPvcB&2AfYJkTJbOuuNPB4vH}0!~u8YN<+A7b`!gbl~o1dDXX13q$>+n2Ex+Lfs zaE=}xQtbND=r>M?x-Fu5(xn0{ug2Eyk!?h7O(rU-k_ghyK2Bn-5nHYQ@2$7gnpArh zUkiJWRpbxpocyI8zZd*3CVocS{R*Wv#vK1{%XM9tb&YbM7OzBXx-rpb*i}JbMt1Wz z!UfJ_!>PP*1!DfW!DKkS?P`!1ApB=Sd6814F%o@$A}&77WwD@vVMORrRMcL zWjlkk7hdHNm-4_DG3G*JEkS2Gr^;jc?rxLE#Gqwk>A^z~kUd&G#e8XfA@x z?MpcqFt?|CIPh?R&}`X5U9&$EJ|(hBPC3^hId>bgPb?*nd!Q}TV9yYmNzWTUsk$Dz z<*y&iZ4b9XSko>X3`2)rkf{!BC5BVfXAad`^b08~sI2e1ed=>he(I<-c_MH(^XeK|aD2%n4;KtVN@Ze)GoKvF}lYbY3Y|BO5 z^H{0i_J`gS+U~Xg+Pbm9_3AkH8=wrYeW4wj{FlG)Kl|^$JMYKv!jkW)3Cz@eIFrp( zgIE&s-D~m!foe!$Ht@mpZ+fi02d>&bYVmblTM}8O8ob=QjmKu_5b6xl* zohvBLMJwCc?lN>N&!gtF{7Gn$%de^u82e@a@QvZBaGe(h!ICdKZ+A)~%9rVuLfOJ_ zod1~8o~$h>BfqbrmWmg;9=vWkD7XuW6189_N(|PA=PH~>jn^E1!D-T* znP-EhpKR3p$YB8-IUBT+m}A$VyE48G+%Ga#1qG9buSSUtQD;kvTNaYH@c(ss{P9iyk*W(GPOb2vy{ky0aI+@kjy%l7tvptbe z9D!9)T#m&^63$J?m2)c-)*SEmivAx-I5=E)PqxqoY4bUr`hilUQBYZ9q3HtKGU&4( zi4Od-eP4Zdo^}nRhb!FS=Z>A(j$XB0d^viycJAoRmMB zu8q2WbM=|`P|_w~zjn1YH$V!lKL*njk+KlUP3aqD<&KgkHntsk{SXNoMv==aalw+p6c?Z0^+k7o$qY?_;%6w%sj2GI5WAMDY-Wq>j zi05y_o8PrCt~q{aU;by;1_~G)5C~3Qx&Mf>4eN14 z@q>Yq^Gxu$GyKCaALq5RUp?k*wsl2uPn$5Dt*qaD4n-ySJgVBJh3QsCQvC{8T- z17U930!;Sb#te!3)t1VpF%qy<50F*B)b5z!NC+{elG<(jv#NCvW6j3j~0F^*a^Ulmypm{N@k0GQ0a@YG$R>+lrut~ea z&Xq|A-|gTROx%4D7(O2HyV)!VVmD(h@-Rk2NWZVP*!apXy}`DlL;lxbG2qr&_7WQS z5LL;xjad)cO(L@P)5IaCDf!D;jrq`VgzNhRB|Rt|-pR}=p8-VQ^v%o9a{qE9qnDH_ z`KWRT6yAS0qDXoMiD{g>T>jh#F3E2YF1_c7cE6K-JtO760v${CFS{6r$ZX_A_zy-x za604dNW)ar5%t6~aZ(7v=o-}HjlL6}l6mkn78JnE#eT&>(R+yHy~wk@x)l)d?0r5{ z{SfjNzEviqz5|3GZJMIm^OZn-P0Av3A{&}St_R5_7NPT_g$^%gF=SS4y0fD}02#i! zBc?66g!g$xQHS7NvYi=jfh?j?xUR-;Ujd0S_AeMOw+phuPGuMRD;Q*PL7t_(m~k-f zbdwJ75mCXtQ6Ddz5<7_r{3O*GMg%;Gj?@=S@Znfk`D^;~S(qu`Ge%}N1rceAS9o~B z!OB%QoN?e8(7hXaeFi(g=z!wlBg!tQPb1OJoZbym$R%Tk@F4J~>MJ$z>VuxZ5zkE@ z^Fhk+LeJFlJ4Ba}&}ts|6|f7b89#|RgoQ5F)2mH`qW2fm5FO{g>9Gn?TeW|_^4CQ^ z=jYW5h1T=0{M19jQTw`k6*6u<5LO!3uJq_Q+LlAmf6^TUOaXKilMmyOygOZah*K0C zB#TrXOiV+w5x4pzj6^}@s<*OK6fsh5F5KLHlY>Da*F!L7GMSO>V6cM4&X22ws_NF+i2Grlfy6TBs_I z)8${p7dGU|jUSYe)da>B7JD4_Qd+p5HmZe{TEDMJ^yf(#{oRd-$GrT7m6nt zLkldYRdHQ_N~}ABH_m_2lW2DnV^wc0(vA=zY}v+Qu%C1p`ZDzx&h7dFHL};XyrsGT z8fWJ9s6x8IML0oaQNa-=ZLaI-8a@TdB$?{d76fpsbjZ7EH~`|RTS$~g^&rt&COYj^ z0qkta&D$;g0f~HwDHapO0JV!!KzwrqL@1?!(Jv)-n=l-d} z-qH)Og}RKa!#@k9NGaW$t`vpPy$%!MWhBT|c-h|HrFaD*oqcjYMH5ov&aBUFxC0sU zPS5iF-=dn>>pA@QB|xzMef2keVzgy+T+5uZ2wFJba;6yEME5=Qxi7Coay+Y?i)+Xe zK;PZJr#w0I6$di#9cRG z^;B}6#zOb*sCBW_ePDa-NlTuA2RyJJyR!M@GcYz;UQkI#AP|zg?^W(37--9IvIdxg znVOZiYE2oud9yeg^l=vDaq<`I<&ojq$S}(VQwJ!VTV#(wB$$V<)!pKj*WdJ5g{ZCC zKkM;+Un($Jp94PrMB_At3rLRj^>wwCN%&1m%pOv9dmxE;4v9vSvtTbAbjd3}6-~lR zw#nsKn2q0fZ2yN`bl!&H{c{~D5Z`xXyDG_gsG54N1&i6UoL0fhb+kf9XyGh0Xhd$g( z^F$^CD_tk9In{m)$DJPOPdFWoOHPSu$F}KU#xK}>V%QkpZ!B=HvKGfC#93K$o{JD7 zzT-^yi#RZ#(DNM)>x1kk9v&oq9w0;fCUVpHA-LH^AZ&Z4z5-WrHp)z#0VZ+*rq7P{ zU=;LbF6Z1`*zFzT?Qo44hS}{2Bg@qI5r5%^9(^~kF6(+~vv~ui%D~6iEq}nfVsyUY z|IlF7{#g(I88>~ZwAhtjma989eY%Vu3D{`JZ8-}U6m*qy7JO0W<*$@RoEP9=15=9u zcMd9Na#xiZkB2LqBIHg!HxO!$wvIX|4JDcf0?r6-K>ACk{F5f{!M2r~J>(e|7R z{GK6?fu~8^`1tr&bVZ?eU-_#&;L)N@>eft&mX2*1duY7^50x0G`L+^yp;mrr^H7r- z99bk=*ViYF?iyHU)~nCqghb(MgHn>R1Z|lQi9K2P`R&s?XN)W{3zybOM`910IJ8au z8;uSwGAWzAV;YYukMoeIESTcNDenHIm;|iV^|{Z_+!T`@wL49#KzzF-VUKjx8&`@HzqESqx;!cc^j8EbE-C z`H#r6RfyWE{j(nGHUT;d%2&afft`?$n2I903r*MUj)RFQ?j+l;FvNav*WRtRiJL^^`@ z%x!hmhzQ5uC51a(JK7*kv!bI8~-R`12d97bRQ=RJpzJ(J!9n4C&)BPF!AI* zeK?jVJTyyl0QntV)>>CRjhT||X$6?XWDjR;;bQR3#f1^!%=fabFztt(1<~u>@fWqW z`b#ggu($WOs?+bou!49@ur9S0KCw48`lVwmE}W?IP2@Ge!RyYPu3uEZeeA;gcWg#rm`h{#Lb#Oc9=)6}TpHpG;y4T$v1F?vPi=OJG zayk$n(bC!1dK;yl<{mkD>N;$QW~#oV+kmL=O7I$h78tsz&DyzcMQmr6n6|aPT7eOm ze@Wguja1E(yfkCR!Ad@8NT-Sg)^~?fE+BQdcz|TS@h~^qI;!Z;X4C`UG+XWll?FPLj$qsD6sF}GKDj5AnTbt0ohyIq7!PJ3UEn0#fK8rV>s<;4{cNU z3T&|T>Upk8ZOmAw^pL3}0Gl166wq6NZb%^U@n4_=9Ibo$u<7w;Q5CZ-^qLfMgC#-W5^kp0j|~ zC)2lH?4nqCF8EBEy#k|H65HvvXYer~;qP}ww$j5Ry(0Sf*iBgDT46@@3e?nA*SfJq zffk2v^}hUI@;7+b-+`%}S0?49I9CdDYV%8p+bU50r5Mw%u=2c`)=A#Wdkr-n@7P=R zIv>8d@_CV_)FbkS<55<^m2fk7uT}bm4n%F$mL&dB53-+%Ik;2^A>Ps`#U1@)(Db@A z)ku&CWXQ%sm0nGQh+)sTb}%ngNo_YFrq>5K&19NU+U>}%Z(}L{vk_>C6X6+#kLb&2 zeL!fSGt_^+CU!l{2+?p*T)%Dg9$(;Q<;cFfRhF;&6tQ(oA)a|aNOW~cqIm)N#=zQ?s^#IbwEW9=k-^9n6f;Lhm6!!HFV{$sc{^>AGQ@wt($zr z*7XI{&F>5qI`ZN?E`j$2m+kXMq_W@i_&YGQv%^H>A=#xMZm(M___YGrBvvtJohtyBqVikg0;xzh#rudt*>zYN z;<4rtUx9TQJQ(XpsRS#^i6P(V4n*|D13u^JgNixp=Qwf^G)v6aK)cKbj(k|2hAsu(ycr&v41S-eTN=YejL-herzQ&nJQ@a71klht!XVjWIBn$H18S` zXB-Dxt(WhEDYQ&ThjI^sQabaCstR50P&Lw=(+7Af2476c#2 zfSn76UOj8AMjigiQDyrI;j+t(;P2s$sIT1g-19LdsAMp2{_M?-PWEy2EhlxYMD{({ zvdlbzUW`(2Y<>9#N)sL`e+%CTD{)=XQ&Jkx-TVF(D>)Bpb9X4;yfT^j0)h3!^`++PUZr1^*4uS_s4>Ecg?-h2UBopFnQo5l?jlx zb{%~%vI38&a;h+GJq11C)?MyVEzmm`cQY=T7W}s|8{Bi^#%iRy?L}llAQ!VXb~CTQ zKEI_(Jv#WC9)Aa>R<-5S@x+8!xVWE8mbf4RMSTny6J&@2o->VCUMmKoWFejPZwoGi z%L*{Q;Fp{_ z-;QYK1QPd?H$n3F_O|yy(@3s1{j<}A0(^Lw!sV{XhN>xS>Tg)wT8Wg)%Nbm_i;g@& zt;)U!q2O!bGKcjp)Hp|9WgXFv-44@|96iq@yE9f(S%{_(Z?)D^x&F8+xOZ(Q-QGgqEo|GFE$qIfjox|Izxww7CU zOisbYf^OefF(Q0dvq^B<=_@c5HCvwUHV8?TEmU5we84%~u9EKQ8xV8beA)J`3Ow}* z>}?VH2$y#0bM5J|2Jw$ha^73(z~wv(o$eqh$WP~Z7BFyP3rp+u>`KAlx4F4rbsr7p zevq0$eBsCQ?kYrW)&9AEJcyg4wK^UMJE`AZ(RvVumNh%rqsLCe*=mV26rHYJ1IKE=|w-EscV&0KQ4{=}xr zxX@m(^~2z!1Lz{_#p zLn^}kAm+Qod{;{k%AaJr;;*+LWAX5G;I~C&eP29U+=K&9OUpFAvJVD-f9LqZ>W%np zj&z%;^N;(---D@X(rxB5OY;Drh}q*|=Z$QqV(QMdyF=dgR?+xz8HGEuYRg{5Ka3%ApBzNfUsq2qNWg^l~R!g7jJDAV{i0#{u1L2>37@ROT#ogd6X zwdtQ+d)*Sifs}^stUnWA6h7iF8QBYDs^_G!j^bBifNv9BL#d5#v0y z6^cTVVz+*wM@2|{@5q82UIV6VH1e9Q388Cmba~=&RRo^tCQ1 z9oc{M%T^Vr`WWJ6nO_Rj8^b$F$5$e86PkolM%b|#pM7IpYA_U$3v^d}p~HRq6hAhr zg#GRPd=;X$YX96nqz0T4&du1ZJpa$-9e(P9Os=b6>#ntf{0OzrTS`pOE2HRBw-wGn zWs9N7!I!B>COE|NvxFTSrF-Ha^(_FIIJ<1{EaL)Vl9XGUgJuYYKtbL_699r!jA>H2 zmk=Y}rKM=WNa(ej+{Rv8g&3YQ@H6@Eg|O$ISM01eqQVR6r^Pi+gXH1f7c&Z>D5rb4 z8gp}ill=#oET;9y5=+oL7H`EKRB`V~6&CQ7Wh0G-GuQFMg_-3;{*IWFO23G%*bz5H zr*AlNQWZZ`KTuStW{yeARkR}Ow&H`S)_2CYSYb|vzICnQBA7D#_1jQaQoONL`BZJu z3*gY&O640q2##70%52C2plo-fJeIr#9NT!SJ{N04P(-e8S7SZ6->?^#&lZECeMytw z;~v9>id^SRDg~f$h`)XNMLrxiqZgh``-BDzH<+&b#EKbZrVSny1;X=v>}8jSX)&X^ z;E5C2Kl;b-5VcjP+MfiGdPLkFMrsM%-?s<5G}xeuwB-1FVJi@zNv&#-Hbg#w)$VP! zp|B8{6LdJ|8nPCSyyZ1&0UGr(iNTIO$aZms_DsSJGuvOBav7Q-=sbR$zG?C#JWxy% z{p=lsCWo0K`c4Ldll+4sw_fBEMhVrI!#A*1N;-SuDW(!OcyF+AF z+!C`pI;B=!mc<8N%ktkkX@t*~ID0#+Jm=U8pKOamE@Ih~w>GRnV zF+hsvhbHyzb^aE~xvdHRO@dYXCp|=b#LFMvHU!RaC9d`Lrbwowzeu_MC@81$%Cb@E zqsJnAq~{0$(CX2g*ZC?Q(U+Hdh1Z&bY4}$!k<(s?OJYiTL5c-F$O?$QXn#+5v(Yqr z_?|6XXP4JL|2Y83DwDLdu0Y&v#oQXjnhOxsd8KDe^pfy~wJ7m@G#LtkmdCt$PSE-( zA?4|eCo)!Q4%%u<1qStkQ=G+fgoSfi{uf;DVru3q`wXPt;Yz8l`*(t4a2A;|#ZzxB zJm%9v!&9t-<@n^NKOdLGy;X;|e_%Jja`Zx%1|>K#=UxYLV&WrM{6?>v(#kly!Bdq) z0m*r=P;jI~a-9$~)E1ojxdWPGwojI?%f)}1m?089rN1R{3agdW+s zcOB|mz$fAD){7lApqM_o&c|RUBxDPy4CkYA8Ho7u{ zR-m)HaZujjG_rAy2@1EegPZNjr%so|Bi15wmk1SUQ0Q3LLvoD@4c?8u_9ew0awEBl z>IB`<{Tyu#!z)B!^)N)-Uh6&K^c|w+TQlYOd-8B(j&?sjnpbh{LrMUS$yyEL5C?B`D^v0||Jz z_AS`qJrL70teefV`rG}3XceNiYX8(fUXZ=oB)vlxt{3UApYKpYUFT1c3k4a1>G#vQ z)VgZOcF_F=Ka&sKIea{}?#V@z((K;XcPMEX`e8O&3j3MUC{rH|PoGDq9v9HDh&)U|- za$l0dj+8n_6G8yL+w<8*U)PiBvQv|95-$Zq|)QdZIZ!5kF>G1>0q^J%_eNr zSWDwDGX@)P%kd`HHb7jCh|})Tsyqb>pu&)ReEozDj66RbYEPVW(A6i<4u$2TAnOcJf2 zw+5u-v^Uy)6bjmQ{iNYqpFxKy{_0B~e?KeC@Zr6GU&bH)< z4L(;w#KTw8F^vb@4P0;NHW!U@UVJ()L97G~#mBv*hm6s!B~H=k1GMn@$ij9Hw-Lfv zBO6c7tS&Gr$7rf3I-)#+^5DK}mQXv%Th!YdgD92#DF@FB!ow)P1g2}tg!n@n`sa#_ z!FEid_-%kSvZu3XE?=UB@pvZxNUvprk~T4WhH*Z=@%Wl~rb#O{(9dnVSZ{}~4YBPP z*e{5!#`cMADwoEo?g!oE>o(zU)wlKZhLv&aB-yUV%QRU1?UQrW`&2OHVjJVT7Yvwu zkS^F*egw!j-(a>-s0Cw}<&+!ii$Ub7gRH2N)(?OE$v-nsMH9~CK*nOT*d?aq=k*);J%r{{F*+v zt#RWfY1FS_YJ|$0&vRPEAvby8?m^z2Xwo@O$#zr@K4wUz3AjlkCVV}%vicZ&7<8#J ziwZ=U^DhhJ>$ZcgV4V46ni67uMJV3Zv}{zY11Af+y@|Mu(Y6E4)D;aR zKy_7v`uXe>p(k2+(S9Z!lLfswlw)}tM=#fA?>ME0(H99e2?=IQ&BGSwz$$>Lmomwo z)2_$0j^a01Hypt8=1K+qiez}l(e96}3i3F@z=-8c1`W;&bu~VfSO>SGgZoN%UjWO2 z>V?x$so*V^x3hn<>>8L_8Es~p*WF9NsMAOjaE1iPXL`?6^<{vQ-pu+Za$InR)7O~F zHVHKJ$G*(64xo;9lx~pO3+WMT$2yf1K%#&y#9yKX$cjlm?l^>h=)DS2TeW}E|L5cb zC12mpYI;ab4`|%I3`YrWUmYoC3OdxHoP_HpC<=O-YZHWf_&7Fl!E%&=ye?7}O za~EGzA8UJCyRYZsRl`xkTl&ROqgTUGXT*(MqoQJAVPFs+xxv;}Ma9(7$yD4`VvDJx zr>U6fvWj+D^}TjcOgyo{4yEP3Om1#V!^#^h4JR*dV7i2K`etMnl-702fAnIQ`W3zZ zqZLQlwL&ZY^S+{}zWCbm3h|M6dU{KLbeI0DF%(d>_VieKVf^(4k%GO&evkbwOHH=6 zN=s2%dhyw@&o2m!zZ?v|G~3#KkqJFL|I>i4VraMoQuxeNB*m9dn0g+turRgyOl0Jy z<$$h?^|v6lWe`Txu_7?y|1E+V#l*L*T&Sq8=Hy!(4+@8koo|sVM#SLh2RIDIet`SW zc+1>QB+^9Da=M14DNO+d}WV&nU?Rc zhXQge1F`Y98ikEP6pDT&hbRr2oA0uS!V3Hq9#QBOBV%Lodsu8-eh-U{O%#>_#V5K6 z#VD$Y27^;{GX|@uW~Q&a?$p)MGI#gf@1kqB-^behE4@O?tgWIKJDz_TkIC{+z?fuX z2eYC%#|{uh(TRn6>|MlBU9irW*gLH_4`w3#r7oEH@Rzz^rUmvc^h??C9nDgbVAn8x z&6V$HzoyK0v|lqv=@&BxJN`SF^Aj*;=3obZlR4M{D;QlG6TRp$#opy7nS;I4it}J* z&R^<+nK^%{3ufkE@A5fwzN1;n9PFCq%=wP?Yvz1M`!#cRi78r|J88LF+t|C?yV(A8 z&cTlVPUidsjF~yu!QW&KcEAcoF*65ym!D(~_D(C#gPA#hsS9T2{G~3KnS;H{=gj$z zW+`*9YnC(TJKC?AgI!DiHFK<;tSvp=_q&+dTYb$MzU9iZs#2}Sq82TfRq6*o%xqZ= zWJFh|)k;BBnZZ(-R>Or+aI95nb%zz>V`j%s;h356Q#fW;tcFuBWdxSirEFN;O8>R` zV9|Wdg4G)8uNmO%^)35c-(?>Yhq{%+Wd1uKOx7_$bZEvg6}%|=u&|8@b&C1zK&EU}8&Lj9G|6|G;{#B8Pf%B06q4Y2-t6{GGFR$ay4 zqS%+&#$*vI1e3#WAv9A5PPC8OraWFeCXr6lNe%sO6ovuR9i>BZ-=>S4Hw0(06v;upuy``3>TmowsjV(XqlZ z6?}t3@A6=c={Lv~BVtDN`#8+FejkS!*>7+pOS8bY;?l(ZjYxs9V_^C@@)TdE>~Bz* zyLU?)2%m93+r9e=L(MUmGxnF!S7NZS^cAye_wH*unt|^!^%aTU$N2$Q*hj_27Iq{y zzOW;)G4>US-o0CHK(Y3<0dx0mxemO0h4-c9cY)XTCD9$iGZ!0 z;XAuIpIK)3nig35ea()Qck4gS4s7V}WXBJonAw31`b~CVQ?FodX}llo-+cDzC)x2A z&ViX7f1v|rcKn47nAw4?!{_Y4+P;(>*xHw~1FP<9c3{H z*?|rEO?F^Y|1dkSb@)kkVC%Bt9GKbh7dl{O$6x4xnH|_Ve9jK6?MvB#t$jH=uKXBFedvy0b?@15=^bVDf|pd~=VFZd`FszSQ@d z>Wqe=!;bZOLjzZghsn=(VVLZE7lz3V8n%9k8MH+Db|2k<$%s5{VA(OpI`FVBXU zSHUVZW@MMu6zDl^xoOjnZuXZ!=ulye=`w7^SeOz04hS=z-vMDp^DAiS=_xy+$Thm= z&aO_@@pfw?apJxH^N7>u$DDA~Xujy_Ei9DGJ(r&G`TVA|y`_`2hP9{q(vw-AJ1}uN z@AJ2?2rxBqHuto1clOt@whiE9=T){g;EVTCmfiW~X)a}1`!6rla3X14yqsNqh5z%c zm9v+Vr@gtmySZmb0iPzB3P+eU5`OhCU9M5=* z@Ezcs?e0Q7cS+JP}!? zUy1)${&55rVvfYQZpMQLj^yTA6w`n->!gVCrTE8@UTo#tx;p-|T)MLLlVVVB#>6=^ z?(dI(JQ-h|iv$7OZlhaPbA$mnpJQ{>(AR<6N+>om8w9W7|HPQ?Wg<~=IDFo#x>8?i zmHx-k`2SvO8PVx*v|`GF}Mv!2jZ{t0-Wdj7gw464|a zS&-O(Rr=qx=YQS*{XX>$HOe6{>o%*tVDkXktkVC!MVKR;FPHCZ(N*?edZuoBR#F^tr_B}~#Qo>jOWY^x`H4vJAl$N} z!gwzYuxNabBrdIY6zWrXPtC7h&m|~i;aTyCLzB^=Ok42JuP3u>t;+2B$)T$Ern6Hw zM1cHYF@d(AHk_{Kz>C-sw2Hs%PdwDYHJc#~@93kw0Sc@1zn(#VZ;zGrM4O`1c*t4@ zZlX7$4q;in9>6Vt#^&$E;9`>Xc>>peK7T9y`*%I?f9rnxG>(a&j2u3yUQT5_Sv1nq zMae6#jy@}K6LTQ(UHwY@7a3ije^+KaQFSb401tKk6#GNe8`l}4u-P1! zCv<}!NXk_b7~Gly7DsB{u=H(4HpI)Uzsv$45zeis@_xmC{QUOUqVV6NULT~Z{S?~< z#>sbnkQXTY<@iU2WJrBVTZ+Gpa+I`*H9%x`Xw8zULA8etd&NS1L4{bMS`|?WAg=Q| z#}L06@si((KiGjl{AZ+IO5s0`f8)!lj?JGQfP=vyP$i=Bm+d?0o1x|up#;lFvrd}? znSt#ed&5lA)u4v?@z!~h13-Pouls6G2FSNTrgt{TA#2A1?`#v7g_?Y2o0=$<|MvX2 zXHae#d*MEqanNPr3HbH=zts@kBBQ4a&uzR>WLaPZ7>_ULD>bP?$$h)*Y91W`8=vUV zUE@pv_Fj5qA+?*46Cq{9zT*h&H20_zKK=9f|M!{orRNPXqxG359)kF83N7*G>R;y1 zT`=!z6|EBFJ>+#m^`QkgI-H*yyg>twhg%!>`v!q=1)I8KcBjCzjn^Y9d?k@sUS@}= zI|z){J_2sG{{8-Oou^JY^6nO}(&un$_0RZa|1?8L(>EMfgigmKLV9x?K%E}-kRrYU z)C$2l7q-(4^uzt9goclT)Ohi%2!-`XW73DRW8u>9*y2fz4M8e@dwxFCt-5o%ZtLhwsB%{XnykNu6AuWT_|F!uMy*?Wp9b;tJb00O{m;Pw|&t!bb(S5H50qXoV zH9;3rqh(QYqg=ztIYn;;_$7_KtV_8_}0spe%ZdPWJ7cIbvt3q!#X~n&CWo>DO%J^ zMh$L`oAMu`I0WvW5a!EsjRUOx-Xf)GJcy!;jb*}nX=ra;dD`m3-+wO{@Sn4w<+^fJGZXlZQP74>|w-`L=70)F}G+JupEu)zv<(r40P2GTc7Wv(8$KCFt&aafe3ECd zwi$FZY@Zzq7&J#=*N%XRiz6&HwZGlf-J8UHxDN&)ccZJJ25h0=uej+m6~p zO#?ZzDoXUab~!F%biwTE(&i9IoNj85u?GVud4hTuUV%04;go_*5B}%&EuZ(lJ>q5@ zKd5lZ48F>8s;#{43+Sb-$`q*_V8h70D?tS_(%MaL;-D02Mb%4*uwF_^Tt@cmP(lKOu$`l?i z2YRAMmi#+g9HU%20Y=KZ{rQCcdDr*rV}|=<=PaQnu2(x1K_Ym|ewq2^RU63E#B0T> zvN}I!#fb1u?B4^8@ghfpGhKn)8=(-qhCxsjVXAgbr{*8WpIY7<1}AEB$Z*21f4_u3 zu+Qosmb%~olO+)kJC-x6=BM-sgVqnpX3(N=!bbk4Jzzh=9B_VQ0!TZ*EWCpJ^Z5JI z>(8I=UyNtl#%(G4Q0tvNA5TXv;@Y9)mGg4^>l8^Lb2Pqw+(DGFW_(p1WAkhqU0~(Q0Q#4 zg!ETbO>?b-LHpCJjoNpe;RiqVE;4v_Rh$Ypom9M#Y5}8O$B!@QxPtn)Sarno6=1MA zA3C(N<9|M%H4Jz4WY(F%uxCxoso8;`K03)Af64)l4;NdN2d}m-IGevBpTHE7hmlh4 z%(Dl1XHOIz%pL~_K~^y_yeP`0VVG=2l%cc z`QZn-)$=VyRU7}UBW6%He*|AN#~w_TOqzt!yZ{N3kA^q-{qyGAxEzA()S70nv43Ya zt*S3@$mC1zig184SN5sm>#p|i#%PvpN|_mq+j=H?EY$&AC%YJN_vi$u>+bK7kNM}V zcSNMBl+E6lLFJqpfroyF!2B#YD!suGme0o(T{x7v>iUV|B0QoaX9+|5&NZJA_5$@g zPsG;ozXm5%vKcE6|MS+X6SW+NV$YdDp*_u;Yd-h_)y?XbzC;d?bA~pdMrZYUu9hmG z^bVI9bP(mnJ5g%~j2Z>bF`SzKdSufGbK~ zIsVj@9kD`p(f%nvB-Cyw{=U5@r{#1H%e(&K6g?HAccnTBY)`d4>AfKw%DdHZGZ_jVM7_4Oe)$mizCIkY%ee+|;L5#m zZt)G^^Tc^A0cVivlL~p!>v5pUq{|Ra$|O>i9bQdxiv-@3o+B~q=L2=mJJoCGN#VV@ zQXSF?8sOl$g+CE?fWmcdN;O^SNXK|sbOm!DRJosJF{hRQ>YVxQinGI^L1)Uu9B~=& zCSv6vzR(R?Dn)SYIr0$sdfHK-dT%Lm=_t5L%Tg?Ppc@3zJmO{@ZTRi{NK7;o ze=Gb3ycY_8qT@M*bSirB5b@(cf?HSpJ+r2e9YJ??9<3sQ^sE!3#BF?FD1mOx(NAk( zo%N?25fO5r=VQLxp0fp1u~kMXlg1(Qrz$jJ3j$zn)O819%_ML_`(ya-hA=pcd#n4d z?&|!%X=%@?`p^%?1q;7D9u^AH#1B)S;OzpZ`o<5hMSeg3AC0m0zrQ>OaOhe{;t26U z5oMvJU^Nb`*P4D5Fgu0x#RwA97E{8!TVs()iJJj&&w73iQ4*+>YyYk`j~eV)u-L>A zcNfrPIIkDF7L5>Otu^l269B{9&Ts8*Nd#-eVB?9>Feuu^Ez4a~29y{tDLVN)2H|Go zN)zN)5W2^g?L^D`;Pjj)gT|FmP`E);k;mc*xG0jR-|Eu%+x&I0F*;_?je%B0}A^SH1ZrifO=e}yY>M@ATuCUW9d2rdKuBYyWjO7^;A;1 zBPZ?y?_(k|oYztiBUTHO_>2H}MSd)4F6$z2ZJy>QRt$kNKuz~_R0ROURrzY`CqcHx zjttWyeTYGd5I$L*H{5-=I*bg407{`f?sPL1Ao$^Ct?{DJ-}X~GVyG70aY4+Q9OQcC zbMk7mf$$_G>=bVza!T>kr-c21@cH3%{Y%=(;I8rpLvGh_7%xDexa)8^P-gQbeHz&d zwwphYJwsT8oSysC_ukzf);HbtaCbQNKcAof^!oFs`&Z!q@aCBBB&x3A&uJyJ-&{n= z8|^iGnzTt!>lOdn2Xt|I1Sr{LVU9iH1}eTsUL~`Ii)^BRhT6WYMQNXprniU@J z1_B?I+dtslLbm2_8J7o>z^q}2!!KYG*_e`AA$t`ERy-b4cO;)hZq*4*M--AmdV$^5 zIZ*;2ZC9PJlnNmvsK%{7T)PG|RBl#h8EphA7PZc)caI?&skgev76Ra9ysMe|rl$d8 zmCCLMRN=7s%AF0#@2bGP}Tdww>E6tliTpXpnK_?DeZ}c+lvC0g>GL}5m zpGOA0wmQY6I|>0w+lj@5ZNxBp^GV@Ld&xnhuGGGhwJkvAQC9i%KpaB&_M(Hu?m&3k zpN{yYRx+?+lFyag8x9{`6RaGIDqpo8wrVcuyx`;y!z9UbUl?`0eg9_s7@qQ`EY zYgN4Y+x4WIgV~LH`*YyK*t_xS;4lI|j)*(c;lPDgM5h(ar;)}fy<93~Vt8-2;M&XY zIDp^{=_Ai~uYtE!WU@VOt_49G4&r$1ZUbA~G#PC#CnCoasB9jF2EyPYH?5=JCIi-t zCq4U(!eJGgn3&zsa=^a!l)Ph7KVUm{S%=pA8lp3S)ZE_h4{7^!oA_go0eM=|x3mTi z!CHHg6A{9{&)*!a4T)~YBw&{t+7?y#1`&Myrg7oj2jIFXe2Z=M3q&EF>NYPmCDcuE zNNwIG4z{>k>%YvVg8Kqa&G?gS0{&|OepFH;=^g*f4Vl+Mhz69d1tp z<@hviHhmG0)GqZ^#JO7VB07O9`spLk)WB9O_aqnDbKI?xk1+tAx$Zomq!9%!aG#l% zzCQxmarbVzMf>Ep`O8gwZ?NgzBp8zN8xmT0gIJrChQ1TTfoIOtEn3n|Bja>KK5}WK za4J?)Yt&uS`x8zgCYe^R_>u$Qt*3VF zQ@Tk&ck_;Wt@&Y)g;r#3yG0qWcr|3(Owj{487mA=Z!Sc3cG@~mrXQas(lc>9*B91TjF1awl{3!%RHT7V$}Hau?cR^>Cw*<-@i;x#V~gW zrBB?Q%kn`OZSPRfeOn=hL6kkBC3cU>&!X24_j2Oywke_4H_LV|A7|~|y=XW-fbtH~ z3`QIZz}*$gBtOCq1I}+~3?ZNgPHHo^kCx%XdlMrsW!94dsUr^`GAl7booiXmw{~!X z({2h%#@bK72{#U|Md=!ZgZiNrjei2X#?g|A|E2)2;98dZt7Jg_R)q((>sCHzgoEQL zHyEq?Djse--rYs4lnL%opWjAsh!RR34ma2U2~d75+k1W1exFl832cy7R2ZXMxo@?M z`sW;RhXskYwmCz!o2aT)z@g(T3&{FyUOnR&5rKKrAy*%~8jc4qT`NkvmQ$qBB zUEmTKdo4apX0$#$rB4b38-uqQ?qh_v>I6ipE^Y$7XNfLL#XbQ7Vo{X%88rx}+|kr~ zM-$+z1fG2~ejzwC*KIMYo&j&!j^3Fzd-dnZFFcU~8+}-czObN}n zh5L@O5P&`wP5uiOII!i}X)Tp-TA*YopZRnH8#J|~;P&jI0PztH&5^MrurED!V0bq( zAWvR=VDO3s7RYq%t_k1)j8@NNA0^%gAIEf~NQiQfG{TGkoVy7y)b#cpd6InalxtQ9 zk1+#o7itd;VQXC#pUj1##?H+Nu=t^$^Xs{EkOy&jJa8%Ct_O~qZ+74S5?!5(FGtHE zeqkY5>U&Srb@Ep;!0s`L#deYpK;baXIoxV;;2<+UHB_?{|I!l?`8jl}^8ZtKNwIe& zBMhqUo$vPKSe5_hIaPb`!cG2wFNwT#h z9&RLkU3hFV1B8)K6=tYWLfjIu3Dy>TP@*hn^dPJRiVsXvpQzsd%l^HaDp_l(KMxw( zu6YrgQ-a4O@px2S>@Y<^b`wt{J!rX+8?mQv4Xjhp=%)9e0W2be2TaGgG zK<_ze``V@pyv~jln<=e8yh*ZO=1C+#?!mCsoVs5|epH4!%*#VAD z5S1^|&#-$MdD2AVTw}-vjUGL{e|aYZIMyMUd-do$aI_NFfwkd1@{BiU!M}tC5*J8% zrs6OFR%bt&`)=K!IGbHi+^!m#y0Z4uxyo4RB8Z;|qppHhE&VdBxHGUcYQ%{muWJ>5 zfU;nOIXe~}$-CDZp_>gjJZOw;pHaZ2-OPHLdQxzLE6S{&o1!GW$pt4g)DzKW47L zR?iP1r?u%RwkANz1Ly27oXZ45y&;E2Z&1QPs*e2LMglNYI@G?svIM>hu{&+hSjb|O)aO%7z1qweYx0zm)w-_a> z(RiNwv|%1)Z)aA>ma~3nd*hODkKjwA?JW#@)pxQFZLe#-=1U^GCRBeqmMq(7-+0vc zf^y;U8VA!*@)vv2@7GzK+Oy811Z{6SQM>9(ZM3}vMZsqUUN3^F;Ewk=muZ05zE{Ux zBsm~ot?leZ23FuvB22<`mk^FTX+LJrLkVWJg+?7aS)gulZ)F!ZFL3akd)c|aADBlf z9rhb+K*AYS$|nPpp;Dp;g#}p&Xg{pmZ5(+PGI95F%^ybZBQ3`@Q$A%hr8fz7a!Y(V z9FYSwvvkOY>Zzfh8qd`JYGPpc$TP@Nc@`wllHPuHoCxf1*lkF0WE0G=X5F>fZzEv6 zM-+2~=>y0dWzt~?SwPNpz1#fh@&-s=KXmJ)=0>0-t+zchZWzo^yChb=Y)4w3+%|e9 zo&W=ME;fWE6ag#N0<{U(3@9?QRC?E=_pz4kOAnq6ZND53-}(4gU457Z6hzBk9QCGx zbx~f?QQbtq-!%8GWmXX!&$i8w7Ww{jS!TVP!A;pds+q5DAP;)NUilD0m@&wX) zHf#L)d|Q>%O2A_90nlixy|dLM1(WQ?ZCcap&@G6id6NJ=AQR4eynQb&l%+fyxal4t zP^Kr`e?XcZwj33HeRLx;Xd){JPCwlXHpqC9EvD2VG;-SOeXk`zhKQo7lD&nXuClE} z$2kL@ri*=~QMB4W;gi$1obVGM7pJ+ARZb@8z9Dh__A^S@Q|+rhl1d18{GWHU#a)9R zKI{q8-~9de(O2@eEK5Dhv%5A&1cMks`K#khAbj_$ikSCoFgildwqu4C5Y%3@ZH-(5 zFRYb4%zcvr_-6-2z8_|WdxIx(yjysI?=hpq(ve5t(I7{??}0KTzXjhNhb{@u+sJFZkt8XR;<^0+{61Ui)GS%~X+Xr-@ zCo;x9DGwjE8Rv4PEs%g+$8t6z^i0s!JnHGOrTw?I=S(70C%S=)x|vCMZ8cJojKE&0 z1eihX7#E&h0J4c?NZrXY;B5582iHqiujg1h-#iz~Sz50$v94eLDg(@>-klu$yN zDRuJ=e4ufP_ifs_5~!t3uH8iR>-qVo*ULZMKM-DPuyqvueoYk4K#qUxMpQjSoW|RW zw9)U^T(e_1Cdk2z(o5DUR!MH@LDko1Cb9|n8A&MpwCq&J)s1IS^2+Pu<;Afwcr_8F ze^7n!wCgh}lsu9(;m;sbfs!+;T^0F-KBCU&Lz00zqK>v#aq%hHnyqMiZwB0GIe&!- z)xRcWQq`z*1l3=ZnAjraAo~2-=E1yeI+-Z^7kkm`fuqlCm?XH-_!_o@+)TM>dsq6` zbZJqQV~Ph7yNSl}mhk{iI(xDZDlu3|<~5%e!3BgOL=TS=||%`c;KZ^C)05gcz{X*V+RkX7~JBaDS4@y z3rvQbd6NA?5OOr8JUU;Z47%K1#xvds!a2@k`&p9Yz!bUel)n@nwD(IpMWxe&==W{5 z$RR3#ukbRP^~jpQ+c!pXZ>-AU(Di=NrYZ~@s)%^PfSf>1u)a;iX48JL_~s5!Vn2(~57_Br2@15~()A=NZ^kn@`SGqX2O zkW1@m2U{}op#w6sakKFqKx_Q=y&PpZ-0QN5!CQYET<*@f(0ArJh$N1m$TcWO2)8~t zr#5i~Cg0m|t;(YuTsY+*Q_08-*_n7~)-)6UwtovZQ?C**@<9T#ccHyS{7WAcb(BKA zQ4}8NHZguZ%?TEFYA3(H#0z7>jNk30mIH9=a70_5ARN4YW0GB24xHXPY%ZdT3(pq6 zj5a>_7@^)!R8RdW9~M?=64k0Uf%v!~o=n1Wn0iU&nbQ7o&`io%(DULsn5Eiy6i25V zp<$TkWZRerovjbFnn+ZD?cy^%Yqv7PbE=G*e8azgeV<@w7Eul2fgHI4-rN;}02s>A zYfK5l2h66!`EPi^{KlaL>O5|^BW~z{kgy!sluPY->4OZU?vACeZnFUuCxA*oJu$4x z-i{|IF^9-K_PrE$`U*@KFO}{xx(^&4?>=j=z7#6ZhOp08Oo7)yBKYK`!+?X{dq5|l z5Q&W`NWE)x89u)>%_o&t2O=sg(psgMppXu6i2Xa--{y~7W|O71F)z%0D@-~p$O}ld zO(k~i5`*pdFfN8unlLRq% z@St>nwY6+7;zU$t7a&pq6IB+}URyQ+U%Oi=EvL)jh8?N+9NH70vz9qC`p!6Dk-J?) zmQjJ+ZFQToP053{4Q>~PeJTL?^q`>DNoMF6ayex~#P9R>r`Ml9-9P-W*Yo1nxKZm7 zHi5L(JV8;E{B-yA=d2dID4Bs`n1~`x043WM`){c5MZf=cmCAxA=I|Ai-dJxc+fb$y zC9~b3RS6jyLtR(Y`o@jK>bWTW92Gf*!X@!Y*HkP5}MfJtpLvv_*iCJuF zvq#bPzGH02IP?;2FToQ}TA%d-@S}9ZeKSL0;AT;JRKapH93H+e@rFPUG#?}@H1HIK z49p41q?sBZPcGI%L0%NT$lc3oudD>FGgL-S`w+nEA7*a~5f34Z$Jf2|RlEvox4L}F znrs8-Oaq_Ozr7Ai1g<8_rMv-YbYcEx=U#x$vTa>ETB{L1MS~qTH4CA&Q^Qels#@S0 zuBkrY%LapvlHJ(1g#xfvJt%bYX9g}a54@h8r6@#0j*sL>V zxIojHowiMzgrM=^C%%r8OX~qI#xWOPA;^FC^n1yTJAe$+UKvRhJV-Pne9_jt2l*g_ z^HPAP00LE6krLY`p#A6}Y0ar}Sg-q*KEz=H#Gbs&LO%T*oam1BGJjT%;P}}xZBEF8 zVHa49W+N*=*1owU`h(1HyMee!h3D_jw9^lc)pPgoG}rC&X0~ka>oF?z$8Ca2Gk_rtMaDKtWFSz4uGkU##Ez8)k0fV2w9_jMlR;aLP!p(BV!Q zQeY?U#yNTg4u=N5Gl?h%l;yo7op{VpjAv{7mcrj(um0)v@=y0KL=n10Tk)alpUeQuN#4`|U2oa9sxlR`ilFpb0T&KO;iKO#VYWA*&N*I)(tk9%<=V66I!fN- zUDVEdZya@9l{WPb?a?ei=@(KN1vNETQS!<$LPRG_YdgL7e-<|Wv;}a&mUUE;BOXz-XA(7o-(ePjJCH**zJQ% zYCdYbT#;(K+6ycwd8NI5d5(cK(n^p@s?>T*zd9HMDM2`AgmJ- z@~{D)xH2%r0XFs$;pTNB1kxSqEAlrH2;@Ry4P%up4E-TZ0q>Vnjl1J;!>I$P^A_P|jYWYgy&by-p6_Ayy@rRtj~} zbJRhCgY=Aiv^-R1pL=AwZ#y6>BVpNSCl7ZW6>s%9Y5^AG26Rg;6rfAz-N;HGU9iYH z7_&Zz8Xhp5bAFyRj$GKa_|&B4CUn5LW9Sso503cw;;yA^gKNfh4bL&)LK4HNE$plW zkSV{Xbe7;gGHT<=kyTg++43Lx@CUU5EyZn062n{Jz$2oh5@s$SzBgfC(OV^`@wilZ zmPH-R^$NV)#jXGg>w_efdL%)A3dzxvwDRy(GHt`4vKcr+I&g>Jg90p|Wt!YtpbOZp z9ZGt5iW<5zF{LGrJVjzEugTK2--OlAH(ET5=>b$3yOb8#+Ti_8rAyrlpMc&LBGwN> zgmBy7y+pRAb|iD*`GKgLb?{2r(kvI^FpFwZv6H~ zMd;0U_sPp$>Oj&wdOd}cJY?y4pfR|1J8*jYal&0i9@g%=*0`u{0b~mg5_ z@3+zFf@fZBvX^|Q;mNV5jC{J|$fG?5g^sQ_Az{75-1Epj5V1b8wm72|iq08dE{cZWRuSa=A#yMu*vhxg1L7K5IdtOr$#ObOB53nE%y9={=e9k zW)^Rx3_p?}o9KPCzzgRSJW9dx&?#4P_=>9(@IK=8#->>wj&J?MxO2_|423G%gb*sj zNn)2m9(rS7UU`~uzLy%FcJVqiQoH0|Sh&ZX;G6J3+;%2&iGCn@@k8R)v{uN*aj@6< zIu7I=+cf-w0Us)5Jr(HL)rxGj8Pg06sDn?5as7k0w1QSc;!-E`t*|P+h`LmT^SAkX zxA9ZEkd^|(D^GGGpwR-?ZjwoyQh{)`!Rk;2#SXA%?yZLvwKPo5j!VnBrw5*nZbYP$ zc0ea1nX*6;ePFqDB7cyZdTG8h5%Jmi1}X1Pb3e~j2QRH@T(l|}1+lcRxw8eEA+3N> z?dwiLsD177c_O0);Jr_iG+Ct);d{xtLsPI8Qul;~uEXgBA64`2Z06exUzm;(Jm=o@ z+y0TEk-sDK)TYj-bA85ANVe1p#Ay$9jNt&*&36)qjYGwoO%9K_)@+u&(m8X zIrfJMpx;l@C+#xbB2kCZchMYZ4)Sb9$z%n#PnBoT>!Y~?n#n!(wJ81R^OhBpcfS7| z+uAl+C!E`8d-oRlzLVxh+tVr`ku~)ZZSSJZ*~*y^w4VCu^`wP7w7rgR)xx@`(Dq6v zD+LRCwV>?jC_Lxi(22HpFOM|M`7yM;9*NwEQpOS}e73x$#H;l?p^rzNa5AwjIGi-! z&jyv?*vIVb?GCbl#Nx3vBefF5IdI{I9KRj7x>q#RMN}CcHESZyrr8bdoq;!4r)lB+ zw?pv_i<8L11KS;|qHn%$dRUjwf`esZ8@W(~}IM+h!# zdWh6<71`W0X;}LF_?sjYi4VXq_3^^dzU|ObMYN83ksokgZe{;?KoMpVR}1m%)dXaC z)Cw=jbD|h0}*DlPIWM`A$71HuN^RI`bQi%APIREfR2DX`;7@UX+LISyf@}H!MI|H;W{ByaKE%7RV9r)CJYf_?7*Q z)R4f6e>_uq0y)|^MONE?6DFkp586!hC{78qL6|P?thn?(NTqc4nuq%cAf5Vc zstA+&$kshZ0u0S{(0r&%gs-&~zz4(PbjKy3xA0}=cE#VHZ%;j_88dQIgt(N4EbvLx z0ZVvi|8wub!$ zvpaM^uZ!x1x_(9YX3Co9@zVR7ru;ZRBCmv*0M!rS+<(B#j52lsxPq5%%WhvH-VvD*5EO6ky*xjSL-| zE|`^U@KFbZ?&9zk$RtjjjcXUngCA2Ib#ZPmP3SEzHFq~Q|;YW+Y?@8}*kN0mt z$u40@T*s5|qvUIek7wUD5~AdbgeknP>+4Z6sT8BRtjNmmUs|>f2d5}1F(xP=Q2M;N z%a0D7LE9_8_K{Jn(oK{;*i_p7E|5aWXiLAmnwWpDn?I%tb3Zv6UBNL0Hx&a&FWuFF z4>up@JmIMd)GS-p)M@F%g3w7*z~luu*zoY%Yb@Xsijm3-iC!S-yc(@egI2Z&u88vo&?XXR+5GW4!~M&yoS^hl<*+q;nwMk)Q~-XP3_I`A;iR^ zo`~DC0}2}V^O3m>0IlqE-CB$CuyF@V{1ZO$U!K2(Vg*#l>&u`<)j^)y{71g)_sTf@ z|0R8v-n#dg*X;qj6j_vH!?@|V! z|9$3c;buz6AQFXxTSN`dc4wVE{Ba1O%at6mOzMC-2JLn>xdY%#U;ljiv^>ll5=h(1 zBo5TmH`Us%(}T>db9l^`_X7Mg+SGH;bztvnK2t*l72tcw=dP8K9(>Z!ESLVs4b0^= zs9jaFfF4D-H|zS{LGIwKthm^v_v3`}32TndBNiooR4v;dz!Kf?EmyX_1QK=Y@FkK5 z;A6J)>#z{s80kX8BcXyoG-}X#KWa_|c#-07D zII1A?qPoKeUVT_o;wkEK#}lkS)Y4gT!UC$EmEv;d^8(CPuR?IWxgbtd>SG4>PskSE zk?h{?4!DNnU^2b!Ymk#g+jUTT0Jga~AGF*|38OtWnd5{|!=@SB%z-mQh~(Mst^%Y3 znka4)HliB{_FUial;*i7$3kAAVA`uDUqZFiwp35lM>B78(#C@h))WHr(-0~c1eMsP(`%y~D3-pK)H{%_$gt6M}%>`8l z0Pp;c8S+pr*!tqUhT&3v(SU{B9WOc{UAyt_0Gvq>G`_p)qyE6sC%13}x!F>}kDST} zAJkGq4+TU`k!cuFoMTJg5F|At$l>1K>co1{vdZ-M)XPLy#Dyh@eMN+@l*%DIZ>S#eF|_-idgpf#-H;CyB1y*2$aM3lC{i1_g3fU|MmLw zvwHKV`$yW7yJZ+p2bH%U9Xms;ZM9Ld6mE|No0}d=9?x)0)UmWc$@kxdQw2$KqGXuX zccwk99VOq=J8T+f)rXSrILkg{F-7l}_?OfSj?19&!yBHD-#CEYZ&_K_Ne3Kr*M_0L zuc3XXqw7ZpwEbe28m!eD&@$~vyrh%~+TPpTx5W2Xq3taz+a+PG(Sfp$@9|(6RZKrh zZrty-)BGMKO5VgtKvGqQws+>iI@y7x_rsR$G-<#gJb20gQf)~M7Jg+3=7eVU3|i?! zn|4MW0V-|KqOw~_Pu>XHsy52>>G*><7nn%3#~Sjt<6O|CItW@FrY9Uv@ItH8L8sr2 z-~;z_hNU$ukDz9lZs=K!x4Xt5iXAr8wf@2Q)n*t-d&g;PP z{%5@66dGXLhqJE&*BQWKy~wK!8+^gZy)?o4e3o#-s0uG|^aH*`Zw_64%mpc45XXPo zh7Sy0;-x%$*#S>db<5IRnF7Q*WpqdF2Vjl3V)a-S4V+<_BJpschW`9PMiuWy5QDyS zTTjgn7+7p;okKAU488no$$I4>1%W&5dfP2Ooo}z!PVW6QRRVdt_Dp$ZJ-(}p>G^`VS`?Uad|7kGRuyWe=) z0;XxCEKU=70|8>KBG(}0OP@c>$6IVM2_7`kl@44UfCu)O znnk^!gu}Nh&at#o!&k?~2@h=_MmkK{sunJFz=+Ve5{KIZAY~%`y`PW*^eld63%q|m z-?}T6ogV8fg9>N$+ufB`&$lNCun`l zcbv>ZABKjg?(`5_S`Q@1z4BtUfK+m%c(wSRz!+D|&!T|~W}R)%h=2PDS){ultRwaS zRuaCY(6pQc16g=_17`-{l$t|7F)kH+KmKs^>Q!p!U38a|H)j}0Dthx2C!zy(aBh-e zxiJ6=cVFxjAXI=#IMt#dIfB!0W^47DHXx>@G0O)uf`p$R?co3oQ5 zjmZLV#@{lY(t)T zw|D|S$c(2MZ2>JBVxC!;cmc_6ZVMt(TrjLlKuV~80U2Q=ONZ?paQ4ZQxD5Z-VAs_% z^IQr8FwXcEkCOx?>?l0-=-CVvWa2voT_*<-;wTI2aq$i~?-4LG&N2Y-j)=Q8X3E1o zwPXZ^DL-GYGF5XHZrNJ~`?|T;4MZMZ<=>xPFaLD^qGJ3bPn+wbc*Qkhfe#ze_4ctO z@N_dUKDUY``nMPD)$MB8i4{OJ7F9`yHdiy7~4 zvFAeD8(5!`SCfimln^ z8-m_1TDEif_&AUx^;DJ~OuI!k5)+h8#=B|4w|j{5 zmDF9q;{COC&zLNr@a=%|?Q6Wiy7Tw~=S%ot{lUTkuNFLDaQKF$o=68g4x>`f)V=~t znSmFwtOlUk>rLV9(Uj0lj+3-Vhz4@(WH4;uA3=--cRcYnZHJ68yBu$C?FUVj8aodU zDM15Gld96#pU-d0e*9lOTE(m8?aS1IY737w&xM$Qt}D@37|aczFO6gM?Lc+lH1n*s z(pMAeUOspG%zjsJsawS|gvbJFm8bZ1b$WtB{*MAmbNJv8lSsYkgQfTzOpG^bcfjeO zZHz}HUjvt<=75XA0}#(syW)L2CG@c7GHc_afqpkO$=GZhL5@?ErJXw54k>PKX(lZ0 z2Nx3dWCT1?f(1mTDJ@YF;Qz7rCh$~k@Bg?d6_I(&oS~E{Q?%DYW@U)XnKEU{tU=0< z5SpY!C8sYK??Lx{{o#Q%K0H|OLWUDtK*=hvryUiY@oTF-l}{Y+~;&t7}) zwUha7X$uJMg?k7;>%a0d1~oPxuSX)mVQMFUfZQ+U!m+L7|8(F;?qm9X|S%ku|PjX-%_iXEY<5=^p3^iH1H zwq*QU$}cF@O$}9?b>L%RKm2PFW*|yEP0pBA7t%!>YG!-C3#=<6L_NNw0nIJWg(wj_ zgUgk<{m1D;7k7Hh>^9sAobC_ zfhzgo(`rGtJ2Wu@y;`#H4QUiQgs9!KiaoxANWyoEk4bBh75is*KYN6Ioen(nqS}M>z8MfR;h@bpsS6*Po&NCU9csO8?T)nlNg6Q1 zvW0yr&>3*4yo1gs4exo` z4g#@Ra{H&K{Q6wq=XDncC}D#3t=XJb8hB@qX?Ox}7xE!gAmC(lCG0TWF3(=u0*DDy ziH0qeAZ;Y8W|ZmD*GEf@zh6E6{Oa;C7_H@@3Bs&zq)4c6Gw;CUYe_GyUAl%LI$ud( zZp}J#!yH`}f@H^bSYe(=7O_5ca<;qzO=mrL++RlxvtHAhcrUO29Tl4HrpMEE8DQ`x zw|D}!GyOO}E7FW@GnB#PXPfw5n`wN)@LPOXcFxyR9o_%qfXs}>JPf}s={`L7nK1l{ zI-iJf*@jtv>7L!f*lC1WuQ3>p9+=djM)$|3d_#vJ3&U?zbN)^7ISjuK9HN<$?e*a1 zq3&dR7b{S_F@CDv)&L4!&(@(M(*}nW5AJ?mqy>X1Ul==6c>wi2n^PXSTf*pdTeYj+ z9059adWnZ9x58_ec(wZWt^sxrw?5}!u7SkP$E1&XjDf&5RjSOkc6cLSW+R&sJ)Hjd z%#XQ?4jxN(x{@>7i?rrn_ggJg4QCWr#a%D$1XK_0U$a-KK(>c9nNy}xz&A5+i=2@T zTxHh9bA!POJZ`Z*&v8N*-nY9I;ykVic4-*qZakm?`|;H_)780xN4|_!J(cEgKmN7S zX;UwdWyDTuZoV0Ati6_eQ-2KrNZ-syCe;0k(R0lEHjDuGaDH80gI4HFK0892NdqU` z5T?8#YACZY$k#dH140m!m`1d#5|%NAdL7u?4sMpcHwxEPgnlyNdV*WUS3KVihzujD zwL0)qEv?>QvKdfvytvcgBI^5|#NylIzM$q?Ceq{DZ#AIwE6NKRkrxqwcAd$4h!{ z6>mE~9hi4Qf9vpNGk|Ph^M9Vc7nWbN?BArZ3tTpCiD0aN#ls6y+_@bxk1sia8+r~@dCeRjTs;Uh{FLWYCjqk>SvdCyj;YPM#J zO+6(%$(USo-J1qpk{fB6aOy&M#grZpI9I|AlIn+yQ(J%r*F`FpZbit+hqQb>v2yvc zj>Jp!2I)aNkzNLiy$8UmN&L8%_w-@U8W*e9U3!3l%RVQSQWL&Onidb8as`^M%EUgF zmeBQDPIefJH=t9N$KSVk3lzS-t@w8MTF}n-^7ciOD!5Kb8Lud86vW&ouS-AN1{tch z41X=4gT@D>JbB#d;9IWONi2Q+2>Pn*sUhD3VCQYnft=TWp6U+jzStswS?{pYi&w2k#KhmEn2_4wtC;&ChOFj%hcq$o zBS-V8@QL?f)-!foq)K=+g<1coYkYM-upYDi5mGp9UHBYx|Kx6^>!wal6?FW?&PV(2 z9oo}KjNw2q67G6h{giKwK5$l+cI~}}dfxCR2NG&!2)G8`$p)kD zJBMCVlQTFmh|ueAd+qTc2l5AMlD5azfm=H@vs@!fpsPIRhFIY*;4+VyeIwg62$F2P zGH|{SsSvs-Z?-iH?$ci*s@z@-Hg6D$s(mJj`rd578Da62KOc!L?|-|@@P*1COjH{R zKNr&QCVPrAU!M@lK6&?(0u;R+Pk7Hj4G6&Db*!GU&@+pIa=>32kZrce85EF&Ra(CN zouzspde6r2kT3<<+3B*4%f=8D|H*bY($Ygl##LT>y$6vTSC1n3mK@acv(jHlN9(`= zshjbG&r0Co^7^iK0bc;QX>FqnO8<;5S#+1K7b10=%|g%a%YsLh-k9S{l>mFPFB3D7 zl5pVD9hJQ!JfOu}pQct;5v~v3=-?%*3QF=To)xOf!lRRG?rDWcfV(k@TMqP#L-B;e zWw}16=YeBeC0e=^U@_@2t2Sjr@akpf#VfURF#PGwlLqm9$jSY*UAwY!;41u3WnbAE zFsHXILHSMz+)sM7dJeTOY(W(Wjl`>zuKuV?TmbA4H=?bE6NpH@C?%T}h^el?ORjLhE z;lYy7to(*BQTxiDfByWkRzJ8!5yrm84}K!430_!5bRBb$g%3M;5@s&!0BPWHDubFN z{LC_LAMsEh1X48YP57t?cO?fM8?rC~NR*7wm?G*vEWYiiuh0pm_BMPrrv+eL{ac!}9nIy=TpGK_S0(jv%cYr$y1pSm@ ztD3aMAU;Xp`*v?#khArPx2n|+c*2q56KAF-aC`WI@bXm}=-zGbX@v|S4X0^#>u%44 zujYjJx*li(60E{cKSdP6>*e+_4jNxU$R2PAWK4q7FC(YRJc|*^{Wl&HHK#-BrahvX zjjw>SwNOw-qck*{#`TA4ed)0br7Zb@x{&6Uys z->Kr6ri&yDd82fCql7-#L-J))WQ79Ud49ihXEy46HoE4}FdKT92; zWypnv_g##eHr9jD+a=Sl$4Vf*fcA6CiZ4K_Esn9Ja~f0}ECcV;ijV}Bq(>y-S&+X% zm1x4U1cZg|{7}Zf9iF~>M5Orn%ID`_J^uXa@~y+K$>6BO+z)zuRi!Z~SO%SM5K9X` z3+E6=m#;grt2LKn@CL2@X6N=}@|UeonNuD_W8P1fUmgCIwXz7^{#D1iPzQ@C^tdXv zitJ?>Q7_G6J$Z0VQp$AlQg`bPr8SrU?13} zqIHsRvoh3ob$fX{$qa1U%$Al%!vq}^6y74M#*o&*Vx{t%&!O1XuT4rCt-v+n)Rq~U zSCCRh6mHYThl5iS_2(jH!Ew!+Q^(JhA;R3oq+=3!P|)auO;LI|7}&?}#1StIC+QC| zZu+nVyiK&2=u1?9pAKnuT|T4^Y&?rHRIkcH1CDdoDT-x)kIq@TNcQb8zGu7fn^tV`oy8jTqd2#l;-h-4WHtncoN^A669d zgp|PXOHpb8OmpBch1j^ynMqJIv*js`i4)1F$<;^6k2&vy#i)|;iV3~lF({h zX_SfC%HM~ot*ZLSxls{v5Q+(Xs#OCs?`xhOJ1q-qovBpslu84a*Ska3*h<2JYNb!> zWc2|{YwE=&)O>50Ql(UoYX~Z?eBKc2Mh{iV;eegQ5MtVKltXDvE);rek}Ses4^|Nq zW{)?Oz>f2)2JDN!fUEWo-0JsFgU8#-A~>cC5mB3HvMBE?Xm*&mir%^eh||u7?)@kU zUDhCXCr+{W5*t;jEDpK75M88|N(Fuy4 zsORW?*_~ekoxMumI5mF(WSr&aZzp^KA68wcXL(kD(4D(&<7bcsZH4xCb~%)QoSA-c zi`|m2j5caVo5{-ao%1R178m<&NQ2b#f4yh~Dzh#-W=G1w8%kf}!^?L9`xe5u=Vv7# z`Pm~K!dp@K^OgoCx*0XN_XzEVmVLHBn?+CZ^I1lyD^e0|a`7{gqR4cxcV`})xb^b& zj7AG!bckrm*Lew@ZpM%9Ta6Dl%x(T!a`X$>w1eQq6TKqj^0}Y{3;7)Q$v>*oe^WVl z?A&3xVM+pCY{eg9&sn+so_{LXO_8Sn3m>@dnOdU;dLj=AT~L;V(l5bNZW?Jou)(K{ zhh7qn8Q8_XXwU;5`94o4?G<3}rCE_r>kUD7y1~x1O{nLAl%a19De8K`VzeSjAqNgi zD(#al4ltASfqOmvErhrgDS}DE}%8u=anVz34K=!zKKKoFX2{-ZYnH#n# z2IgV%2gj8pp$rd4^YOJ zQ44mW`Emk-w{4y?p)+7a<3Bx)*Gq`YLzf5iw;E_yzC@R&$+}tsq`#u$tDE^$^R2C@ z>yvMP`U-p=lzo`<&DYN#k6so?Vlcy;pK@E0c6kmaAJAA|ys9-@65StT|9Ef8?05M9 zcaqS_Mhw5&8eAt*C@}o4@@F5Caw|o**A1cB6PJ(KkJ|b|xFigU^6$Owd_xb#yx9#cj#C2SL~ga}OMFnT!#Ap4MgiQn zJd8Xm{4H?h2v5Vx2g}m=_1?L_=1Es!M&FsC2 z5YIXO+KIi5;NFM5BBHa!Am}c2*U`BUB#E&noX0o@iWc0IY&moXwO`iF0Imeo`xF-Z zJc^D4XgkdF`?DXj>+I{4FKfZ}Dj6|(gU3tqpJ0D%AHx-XSe=vWTkIzcJ_K_;ZcjqR z`(lTqL<*E(SH4)RR5~9FcrRb+eNqA3k!EEcEaHK2bFo*XdK7?)Vl;2Edk^RqDBlvp zlZLE5Hu8o`Di+e7aB3ID%K$Qcv|8SCi7;Yz%e5`I1D5h_Mn`r~9{Bjh4+T%yJFNtk}VKa%uK7I;-qjj(IOnyJ;pSwU{ zG@OOtdv>(B3B*E^;K|bjJD!5C+RanQ!9;jhbgT}as}AV*PfT1Cd=1jNCm+<`IfpbK zxTuUD9|M_fn9j7?-vTT*PE2W0QA2Y)vYU_9QP1nF@NbiL^-=%*{7@i7XH|xlFnAu= z!}jPnJ@nP$=vqxk2_EdI7RhnrgZdNYq6m`$pc3tJYrM<@@9Xt9GuJDC;FfFYK0ZAl z@rk(o7wt48xTe52=;L)*(9NwY$oCBFcd{r`h)INTW`oqnp1lXbJrCNri;F=3^+S`M zOCg9WC_iMdHU?@ZT}`kYzYQqE6r?ZMQbR*J+ar!M_)GfFQsP@m*-XU)e&{%O_42Hb z5STMpZrp?Vz8KM-=mKsg8t_4a?}`l#AEY|}D69L3Ja|GCTrm;A4LfJ?X#+`jf@5+7 z2KquhfUM5xj_H#$3|PS;6_kmUr%el+DwfYFSk9h6h1=Cs?_BY{!+Kx@B`hvVhI5 zoTEGdKlY6V*EK4rLZ2Z8iD*IF*>>TxB6KjTl%&)nfCF5Q8~GI5DG2LlF1l0j?FNS_ zc~lw6x%y{VOBR!#6aaZ`?m2*Fulm!exGC#h)4)B^fV)ZFX~=Yt(6*Cv45JM-o!2lwm>;K zoyU7o?OD1G82~?S6wO zf{=%Ybzk1<1+wu7B>(&rAth6zPq9FK|KagCv7u@PAc=T{_iSepqXeDp(ov;bXJe7{M^h7t38bA`G7aElKonm)5$mp5(j1KN*~2V zzH4aus44&TvMmYd@=$uTh__5J8gJQr9dWL`f~J!z+*WqnfqDK0dw#S(P1Hyrgt;H) zSTntWaT`6ly-Q8o9_sa&=V#J74E1Hic+m8~gHv2yZ!r8?D(Wh}v%Zd|x2jNIqDD~p z&bPlv-?exj5DdRe!$NEBrbeUb8wo^g zjIejd+ii3pM{BQkLK8o%T^r=#7^ns&Xv-$byEZ{2`soDW88tBZTBOG_y$^JikW`fG zWFfB!;`KR#;^3|^<84GUd0^ao^@MstGCVHx*?(6|JJ`-};&i&zOR&uo&zn{DEF!T> zW7b|Z7FKb$5h+qU05^y{`bv1{pu}WrIQzBLfMab%L+t^6NJ5Y+oA*ux9PfKI;LT49 znVx?p^PD9Ex+0Veqr$w<#_Xqh*srU=9eb7L+RuOM0CICc zz3wwx3~E2THnCgwcfm;4*6J2Y8c6v#p3nCRG1@QY^}pQX30(qusXl%<5$@Q0qE#3O zDU6Gx?y{#Z%`wZ52RQ#Og%+Q65NJNYU9Zs0f;7#vvHi(x1`uX0_srI0r$6e!2$I!O&e7J*BYxm4Yez+gV+HW2g z0c6j6=ysIS!UF3{9Kvbq!BE~QaQqD)+)&q+`l(C-K)55kl!6a#MS|}1;;VopzY_nd z(H_utn4JG)b{ayRs_qdj84GnoG`(!uGr(r=1_h)c5t_V8v{Wrkp zNoa+{@yp1`+NshgyzB6+{MYzfX%B!&o5)t_=d{p3J$y8VW%Y{vQ>~vmmL0Vp`IP9M zun|UKKy2;duXU6jnq&+SwTw`J9v(}Q*WP?k$J5?Lj9vj8ezr>9CY%Qb=0%piELH&P ze9Fe$BD%qW7v$BWohl4huO}qxPUw^%WIeAu133^=h=x#bcD2~Y=yz%Hsd=6pm2Vuv9F_Uc#?JO96*&gik zNwH%i^*r&9j<(^w!`q7t{*S_;zBIC{ljNgJOUS!(B*u! zI7`1A48Kxx*JBAR z3=Iq0bwFq=LNY?80yNVm>`T@~0P{hUzAlAPaMs!_+lre9u&|}k=pQcxC3&ZFcC^PJ zQ71M&KhWe0xsruDtDDK9Z2dHF1mrUxiHvJ1e|LKk zu@?cO_jLr(QP+@`khKVYmoF5oIc&x;5(TdBtu;TGe+m*tibiN^^2079`a+?EwTY@bHIA$zEa*Vxc#qwpdk+zJGQoyS8 zc8x3e^kA0G{KyO^1x(89Z@HC74tm60w|*WU26Dp<4@HhBpuU$>7D%Ey27H3gn%Ua2 zgDyg~7xdQ(QM)5CdNPPzMV`zG+8y2O2i@rU$+-ltq2l<~NTIwSsOn<$HO)K=Y+KzR zRP^~Z7~dEA(P3j8B6Dw0A=%RhY7Y}~+XjSy$Z=NAQvXS?=eo7BjY-FfUgAfd|3s*Rq*2u(X|72Qk#@3E{F@$u&cRTXQ~ZrM)&^6{g` zg{C(El|lLNOSOey6(M_-V#QU2+vxBy$vPis{MBkba_|NSV0U!t27&MvwRMtwWeEt{ zIZak4nGc+O%n21bP9ZzXblYQh9EQEs`AvLvp@3As#cbg9I3PaiKG;07^7)In?RI#u z5hZ+?=y2AdjR~}AAKdGhK@LMtbDud@fSMnUepKl8c?&}Fr|ph}BY>pk^tn0nQP9UP zBJx#;2XHcV^GDq(1j0u-@hnxYBHg!!Bue@Hp#I0h$@mAa0^SBjMm5G@$P(i_n!O_n zFbLan=xe+M?A$N(f@b58`-IywpHKO~FMVe-PnU#%scs32<02Elnl6Z3w{hk2{p#`O zSC{XsC-43Bf)wa{g!Q(7Sd1d`**cNDZW^c1Wj_Uj0{hyRXnd)N-UGH($I$dITxHB1R%2-T{CVe(?``T6 z{W~!H+LF`N3%wviw|_ZVVL%>{if%u7>Z&Q7!U(#YkK8*g5`p2Du>Z6tVFHHV@qin~ z#X}f=Mb`Fi-?Xm`-QLe4%V&EyhTms=wL%sa<7j$dwwQ-v6g3p^rSeMt$_~2O7?dyL zQNl3=t;?=Slz{z_@dmemGQiZA%rjRk3)I<~ZUUkS&?BnrV~TqIMc~j`o7Zbf0hqbF z@5RNN$mdUV#ve}xK(VMPsXaq+z`$#QCz&}EJ}>2*-Sr;z{ij&E5|I;cfgO(^mnq|I zgm%j@vDP487%M{}{?PCo$Q;|`Eq!4U3|7APMW)*k_V=fXDrl)-T|)H`8%aI{c!1uF$$Al|~7aJ2$F=MJI17zx0akoVKEmj-}YY2+(`4_x4o1j3$owg8+n zX?_3I=?X%*;qLJ3VqeHw>)@E}6bm*E9O-%P6%5;VnJ9$#JqMR!hmVk6CIICzCO#cWA628`DvZgK+kD~>0jCp_f{_EEy46TS}Ny-a|| zy=jo-C^>BBj&`+3TnA(_nz%D|mVt`7d@h%K1Y8upc%a*51WZbMk?>vP0gPhneb=Dk ziCC|`QeOF0GeC}Lppund!&_S5;fn_z4qTTS2_Wh-X@-9l5btHd_zrXJGQe>!8NW_(dJ4l zKr?v9%#)pD&@g=!hsY~Z&`Nlc$iSo`r+Hj+<5PVxP<583XLa&0pouFa>O9O3EN4bP z_evCk^M{Jg26M$ASF_!{&9D2yB0Snpmp(>=a(r#ItkXfT?p2StylN)cOs|vWn^Xq6 zlN!HlnYfDNMw%YAI_m>_cU%>rOi2Nj zRiMv6=N#?%RHShKogSuv6Y$#mUhC?+=Kx-m6CQKj2vGMp9H?GXvts$wi@El_+DQqM z0_M()pJM_OeaS9PBV2dUJ>KXYgB(1usq#R$FVq)~IGXo98r-nc)^6nvf>u6fdlau_07ej} zB931Qj=J|NCmUQv)G00>X6EyOnu&va+1bJ1gbH|jk9z{dN$ycG$@rZQ%*UA@9e?$F zK=R}SO-Bmm{)5a`qT?xBG4b}0;l0ZtsO$TA{hX#Wjr2Q>DW|wTnT}^ELeuv?H$5o1 z$sZk`d)+(koRA7Zmm4Bz(hu;Kqw$X@HP10^!^C6t$kiXboF~!r`SZ>n&vCtLdzndz z?oW$NDM+=K99Q9<#&nD@dD7`j!gA?`(hK<}i(5 zbbsZ$w65(#Fy9?QrujH6BaWl#3YRahFB!+^W1i3XW1f|L;i>^Lm@{5ew0)Wexad4U zyjM?wn&_|M8X{vj^9$<+%e4j;y}&5>t64o~CxX3RV|Qedy7P(|bS@GMxJGddeC-oE ze{H`D^tc_prCIbAD0Dqrcc-@ygqyV#-y^t&NKaO-PW3f~>~~ZZDpKswdYR|%*E|k= zv(FH;x`LD5GXJ0dW&9nUt5;knP3Z z8?|FhVHmH=P(d@U{;zTu>23)ifxB)HP#%aT1CK2I*n0&=!P{-2G`S_6IQ}7g@$H#) zlq29_v8I!g^%#P^UUOlug+4npg@^49Ul-@{0>d0K-7b&=N?i*nwcL*WBA}{${|!3@R0qWgk}c28V1jm^nmU;D(J` z+3G9eL4x20e5*@^fc;G49el2H8s!v zn^MQX>SI@#>#1EKhl|g*=-TxE(F4iFeq zUo(KLf;Obj-Try`Ivvxtgp83v*0AO#2RvGEyYI%hG5r)!dv}!n=62lq;hbhcvg65K zu$}Qi`W?eg1be;4=#c0!p3i1b+0Rzw-5MXzn)yaz@UaWDZB_p?`uG+&F3zdD!>b5f zZjd`}a{4-QBqYmrHMtoyk{@*IF#6}^`_<#muP)!cH-%!9t1#;wqQ=QwiTi(?AC=i% zmVbhJ{$PGy!(Oj>rt{)?homVwf2nqpIIYg>j4m_0ymrRi9J5|x8SpeSgUbX>pYQia z$L`D#s%|d~zxpbd%}EQe`JJ4bZ{K;v)h)aU!!P!FjVIG%^Ri|Pzof2p$2m2f(EJ3h z@692L!|*$sD7xlkn=zXH$9XX4+j8GC;!ryU3?#P1FBf3~M-s|-p0!N_3rD+))w7d0 z^I4{l!)nG0eV|4!+^#vl8^K<$xqp|8LAKTcQcCb&lF0D`x~4KiN{Ky!4{=4C0ag6C~%|2`yl{!n(+tCtc8Xn%Bp!rwn+>MHG;I!&^y0TQ=a+ zu%mfh^c)Zyw2ClIz|fL^7wVgheX`@_GH`G*;RwRfTum4%$2AM!CtSK z*rP>p@SPd-d>@jtzWEqf&$og2$psfE%IVN17IO=9q!Oiklr92mj%pR$>biyq(qz8k zZ8e4c${Y8kDgN{GZ4vOAA2s zbSmcyylAA#AdYHquPHo{8#+K9{mC(T1yKUpeS$HIp_x_TXJ+$rCi}C?_mdm zeRqM8k-PQ9BbA^~PJ7Q$y;OvxM{xfzhXuUwe!F12t2@s5{;prnw-X>W&a>5XA82*~WvKi1cQV6WE%@ZNd*4l#qKMeRm6 zCA`6vTbFI@s9a!LA!a(D(@76okcc)V|VBTMz_v86vN7IpKtCc>Y#|id&&6T#sj)8h}biAC? zk=$WB;)*UG6ui4>q5$*!YDe3FA^r1aX!`tlessLNzSC=?C5GP+(;~)Cs@VKu; zz1O+Ad(r%2uh(3$q4%;-#PBD zUw_`rjE73FEoY*qLRK#k_j+}GY~QFc>buYslOHq46sgdB&$plUCn>QJl7+0o#NNzC z2B4+60`D@p65O^<_${Lw?)>Gol{J`NPZgF8Tw>*l-HX%Te82O@4%RUfYNL!???VA8 z1gRcqJtf;+g+H$1UaX53I!PWm#{+}tYPPz+E7Jkuw>_}Ol4~Tkbc7I0g-;8=W z+KQ4ISN{aA`{e9U-!rOd9?`_(!qxvj?eF2t#HRB3?K!6!4%ff)p1`qRK6O>qUivw( zXZ=l0B{5w4JyuRiDl?OXm;BmlSFJMwn+cRjbvG(O$%6IlZvD9OQ96t;gP!^ZdL?RuZ{(anyN!$8LrNfbs;$X2UZSg^To-- zU7t>!j5xOkhkmy~E2{-RIro^8!woAn!xj7Ih-Plkx?OEKBX}0t{zbU{*|>p=LisvA zJl0cQmSjtf!;fZJ>e|i|vM@juHVl&+0)5RdAH|<4LAq91GcHHm`H8Ng;{xFYRY(z9 ziC;gA>z^BL-hM&nmyvrfeyql0eC6};&lZ3F>GAig%XgUbMf2A8y*WP`pM@TDDVNEo zar|-~&+XLU!@gGrJx<<~%ek(##Jn#)kDEX0(+;LyR#!pe=j-Q>SqLlGz*3w$U;g8W z$%p3c@gsWE=|R>!M&J%$cPulD=ee5NaI#tN2YkpasPFt_H4P43?;c^>&3YMFWM=Egb$lNXRaImZK<&3dq@xLr-izBYE(3 zZf+nUtG+-q=Dzx0l?NLq>Wp7NPt}%V$Vls?5Q^)cob?08qA%jXo9b`cl7%R7_@PYM zch|L52KsSNuKSRp54w%aHl49lgz2}Oh1^c#+RyP8^5_whD&+7hbJg5~n-B0l^?$rY zG$VIcw{$9t$M1Xq+g{k^`S|m*TyOu=^9!rfnpK(^H96RF&zG-J-?^;AOZdZae#(qt zH%mBX{~LQo1Dgm+?D#p~8y;R*5Z^tmAhjR%XBrk3Ok$Iei)rznUzqqiZ;v0*WuJVx z705t<)jy_vU4_K4Fm?=oIc%|Wa__W%h<{M!PTI$Y%`c|Eg?!-QwI4}MrmSfM}o%zr>Cme z@vk!o#eN^$J#{i``T9pJ-tBIaWrw=O$KRVcN&@W&{NpTf5|DsbWXOjLSH1}u zV+OT6QTS#1axZe-*5Mfa!zj&gIs%Zr@ng2fu8&K z9?OO2gQhBtapIE~S8PAzJf5QI`Dq|!8NKV;^VQ(^KL40i!qlkm+12~LvJ=AL2U{NO zG6|inc)ce%%x^oIvqqc-Y_BCs#qw#Kb7|!aN4=jY77_8LY!1nys#G3z_yV}L?KsCzF|_Rd+4EQ1 zjcnt9Q-`e!EB&N_lc!*78>b}v0LC+2HXOjw*G&J8bDlh6P?*1|x`sy%4AYZuS(S^L zpT}9NB1|qX`~2AY{?+5puP)ywrbpZ}Im2kbF+0JhuzBn=x{Ph_rOG!7@x2@nc65Fd zdt~x+KLchzUhMYC2{*U`Dz>5V>mwTXbZ*c8;rXqfr%vq+8AsFE`1gkd@%{LI+8^h` z&Yv*l;L{Wahbb}q+7k`Ud?gn}^Ml=9^@Cm7xhH~X`Y5?8HEAG*-@@i~=bSpGfG5eT zEy=?~Ky;9*&fv`qkV;ol8n3{;9>dlLc6qWuen;aFCmbo8xw-zB43Ib&Z7a$p4a1b4 zZ8&-X_xY3$JajaXy%Nx$(=u7|iV}Dw)Al0Cp$PPwu-<&?cpWK|^d>zhIRV%o_SjFp zpG8PMgmb@{ngSoyufBbIVfpisN>pc|;6-*=Uw+M-Tt*tGAGjf3Js=L{1%qrlL~!TZ zXPv97h-^fmCEcp1tS~u1$xwM{fBjQnR6kX=v&eVF^U*QO*stK)1h5tM(^Z|CLu#7j zICD#E2TT z0x`%uw~@q=K<*#Uhcm?{5dGL;(8+MXj=+8t(KK-PBa@s2UnsdHNY^YspZgMQZ=o>A z4o@CCX}M(D8LeFnd?&_?!m}IW}f(N^Vb(x=U>RpKUw;~sHy8|E&zRFU?S&pr6te%gh+%y z;SneF5$t2jlM-GM|4;JzEA~aA@1|@dCII(rnW>v_TU!6w#V<=)o^e7oH?@O<>i@p} z+XEYK92OUZpw97;U$(-M_Fmhp->~@x2js!;6}nZvWl8-1Yn$F2y}>s}EdV24vFF=u zTU!5~t|q2}*Eyjrzlc{c!@sZpmFh=|q_3hxPzat4E>v&}-?gMYR0?}iwdS~BPeW$W zSyr(n@hjzTrR_IQG+wN(=Y&^NrK{f#3oOa+MuVoubjcjBi`{YytK`owAA466-u`3( z=%v#d*Fdbiqd>qNz@xFEvrMz(8{$ddS#>VKu}fA#qDtIH>4{#vFk7PJ4~QvTqd zM5DDY1Ct*uh5v(&$(L4I*5tYQUd;rvKk-ui6%>AmWZ-7T$~Uq3`D;@A71Tg((wA+L z!Z21_%e1mUeaZ1_b~pX@RTFMF+byqok*jVQ7IMN5p>eI; z`+oj>K(x!VoVaoeyw$|2z5k*7lJ?lmAh>l}ngepiG#X`h|NQyf!K;?T?Qcck0j#3z|fh&~qC9{Qk)ZMKuhl1Ymj$ycBqN>3sDwPmY5Y87HKnvS;*h zT>kyA|Hhd6{v5x0y!_SW+j841+!hhSikIJ8c;WBL{KGfM>$v_h{*Tt!@%QhSa{_&A zHAOJb+b-3A;O(LGuN9d6ixvaGU6p z3Cl2sCFjF`lh5dKK05 z|8w$%bg4djd5;mQZ>uQ15rvzt-EEMN;L#w2pTydB`R)GSlTY2fspB;2`zidY8N@f9N!Vxl>7_$F4`zaN5i4dM)h7=P=LaH)x=jRB|6gk2Vgm5h_hp|ZR z|K9w()cE^fk3YY`L;zSn>~AD0DaR$YFK{d_Vu3cLLG^RYjA`f>ZY^6k9& zPT1dfz~DP=OFuqR#^x78$L92(F6)-zzhLfSgT_&EZ0avHaOSJR3*~+JG^=6zVfnjV zx7cy$|1>|?{XNBd2RdIfKt<=T41`iUan5fxee7+(YhuV#=pUW~|NH!5^Sj*gQsdQy zq3-474Mgyy%0>EzO8@{x_>LZKNoIJ9zwsC+ zFK#}NG&^9^kxdAzIR_t<8vV`(u>Jr4b$O}z<$pcj(Rr*8>BzU$-8)>tgC)V zU)(;}@%NuA+loDs;oO3KKMB)+#@wBE+l;XJ#n2b$7gPI^hKHSjqzCM^F*W5~zx?m- z#O)2BbIG8AhwilZ^F06g*IzM`{~W)f{O-x581w*JHL>UZr=XS;-%kEnj1X^4Y`& z8u+B9etY~+cz;FL)g6!6zZFzn5*gh=Qn76Lc3*E54?Rf+GlthAxzB#S>jCn21?TNh z^Yi%++%h-+#{9fNORYTdi?p-<-2c$x5=@->u=BNA^vvR z$<0*D%(s^7b(nmJbN5rTy_Vfr{9@>T^!(%U*x1fT_ifi<@%v-^QvG2|GNsLOJvX5*7Xx&7#P&Qc9e2GM`+UnS54^|@IKbZvtc48<*1uZ*_x?Ja zTwC0IX<*_;COwC%KVQ5YU`~5#Y0?9j4xJ204qtvg_GJI8x4;`3c-xh*kM7OSC!fIR zF>U_GU0{@I9W9^J^7Fac2+C9Yf@mNKYwUs34L_fJETS8aC@ORV={Xi<{{H2EU#p#s zUG)V%9rVpSc=fW|&-c8H9yjOS{M9{xI#$R07U}Z+6aU~^4Yi%r@RL!vMOX9BmyiGI z@$y%f?{uplNA()a{=CbLFYHeWuhfvzW5w6y_OcWn6R%wwBU&0B^!)97;AP5(cOf!M zJwJ;%-yfVURbGn!zfU)Kx^4d>6@0j5&M0sonF>p8+;L|{W2{HF_JaYReS>%3ENTkS2RRezWa1Xte-ImgCiJ3R;k_YHeU#I!%53@jYU*VdOm{rnZk^~}3y0|AV&8`U2O-_W74vUheq&UyDD#x_s8LBlkqTXO|pz^M3ICdCPg*t-=D9k9ldwn)tUoj+D5YL?%?ikk1cWZ*6NQE(;q-@ z!4U=y-{oI_WB2!OmzO(UUv%4SOuYXIWGjB?R0~@Eelq{IJlOrq9TKEqx{L=m^kuDY z5Tjgj+`gB;Alb~_3r=!quF-$7{PjKT^Z(oBiPW$|eGjLARo-g8rW-^{%4bd^P%wLH z7!XkRs`-lj{Q2scub&OCdE&tvq_3Ip4N)v9-+QhpGs$!PfRmf}Vd{zApFZDN?)dwi z5B%FBYI*%L7Q1#k&i!~lV(i|E%5^o?aSbl%#|ztG$KStSzG7HzqjX`Z=Vvkfm(=zN z_aQ@A{9@<}`NS>Nlu3U+vAGVAIoowl!Tg_oJmO05zg<)9ddxcDNFBK5<(M4(?B~;e zl=%2dg4>N?4LL7+`>oPn&Od&2|95dTBzv>38d!-G)ma2({c`q;=HK0@YTE;VxCyYmF1TFbn`WJmQr`qz&kJ=IK+fhr~h>PVKn*oe*Nn6QEFNR z{x0zbpzR?Tf9X)+FK55~-C31%J70qBX|y@#!fyR?^8M=m`CGofH*ftct*FR-2VeEvTE*1&HK{MNv44gA)?Zw>s`z;6xw z*1&HK{MNv44gA)?Zw>s`z;6xwY#O*|!TkqI5$+KdsQ)|yBP>E!JDa zjZnio7Qtt`THSVyy6xH^TM~6!Qd@FVJ)at$8UgBmJT-bXyxmOrp~T9{78bg?5upq= zHp7)dD4&Sg%;x1>dGn3w`F#5L3O)R7uDTP5nWRh(&4+F zS$kJ_v&}|8|cFISD66oll{?SJLL#)TIYUS>R`eFF( z$7=Zl76;u9I-#m;Y!p#iLjCxUVE_3+WcbHH?~iI5n?K5{+};1Lf>2pc4+WApcQ=m+ zrT9Y?rtXI!E>M^T5UIhl^Uwf@l;ywhhq~jBS2sMKqTGuhKH~U{!QA^EbPyXz$T9cXdDLq-}f9 z%gXhedAH764adBT<2TRa7g~7<@IqrR4rayJd~tvf+MJ7+e(@$E=q8KKn2R^UI?qB! z_)AR|`omvpvd}FSZ$gjqjvr7^PO>kLUb=g7TcjDf6E5 z1L`-=`2qEt=j;+z*l+Hj>1t(t!1aKW&60D@;`kqU&Jy5-p0hakJI`4hfMwBzp0jw9 zB|K;GMp)-r=sAC>$wJThOHCGf&f-n}<2gT|pgd=B%Dm_NfcnjI7N^pG^BgM&tNre- z2c1k0Sbp=GP4kflCsN^J(Mij~DD@}6h2DY-WWq!zT;djVm{}w;;lc&b@I|8%ZUe0T z7kbB%@P(eSBz&P);KHd<9AyvvMJV6A0GC4j%>x`gzPCR253RothrX0s zX!#$27FvBFhz?`%g#`mT>3(FqUn?vZKCVA{!E!@6lU#bQC*^OSiLP&<&RJcHTfgdLPerc z^DA%PRxJLbN%VA$qsi|;KUjHN46#s~-yyzRdHb#wqpL-xg70vcRh~t4`W+Ih$Awz` zF>aw=e~eqG+3#@cP_w}IMbyOoU6EqJih=2WG*9tu%Ki?uaP^s@HTsX3pIPa5 z3_@g)D73AeAtB7#NsGc^Ay`g=?MCG>lP{tU{Fk7qw)<5S|FnD=KL@CT-! zTKQ*Pez?c?#{M@td~frAqr>;6|5=BPE35XW?JJJ(vv!t0spkAwoPXKSTeCcl;&vd++!e^bg+gGxiUbTN&>!>Nmg5=@;JdZ`|X1@Ax-5eD59qMu+dc z<7XXy^NydkuXxAL+E=~fr@Y_2jQyA1 z@v{!U@Q$B#`QaYld&j@g;d}4+H#&Up9Y5>vn|J)QeZ@O|*1qZ;Kjr=I9Y5o3{M|eL zcvAn(Gx%2b34&eaMI7{o7XPtr<4-CtzgcbL@0R`%zj{_*J;DEm{qwW>A5pl& z(D&B;Ddc<0{t@zrv-%&K@dv}7SoDv;U!2wd2>oHq?=ATk!0)a27r^f=_($MxXZ7#s z70dmRrvIV3@|zXtf4A5lajR$if1Ue(L*epog4Kw}{K*;rCxGwmga`cLjE`^p;Y_~L z_Yb=>9)?%@PuCkB_``VL+viVV-&^NTVc**Z52IYM44$I?J?8yZ1Ncq5xDzOWc2^PX ztI_cLRY1W0UbCxgI($r9ZQ}l`!~QA=ud1KwbQSi)Sl?^(Pe9-6^G`tEYx8%||9R8N zVLLGq(cyItLMs=q|MP;=Z!b9!sWUnVue2yDsQ&AXDP@Ht|N29n$U$O-;UKm0pE}X$ zcn9f~Kf>bmR^E^z*31%HX@Hf6Gm4z2S1$kj`$q%+Xy6|W{G)+?H1LlG{?Wic8u&*8 z|7hSJ4g8~le>Cuq2L92&KN|S2(m)*3=JqXpRIpZIvsAAn56XKr+dC$=7ADDOeXk79 zV}|bH4o-Tsz;E1X7J5wtjbyHGZI%*-^k&xEJ86`E_?{*rBI*-n%-8gkp>>Le)4$Lb zrJo2`mzib=-Pzpl%u6E)@RXdCXAd5f1>P-1X|eUHXiL#R&gR}vh`G1Rw1AcH_Y&Uu zN^(%2ONYBHGh0U4b^m|<-M7DQs=1n}YZ0a%P?5#Kqx9zG@ALogyWAh3np^Ftog%25L)cU8ju4mxC!MXd z*hipGvv>X>DZ7+`!T+eA#c^AtAx?H9MZplNkGF8EGZX4R{2<-#o9436%%FR0_`WK# zF8Nd`n)eAk&gU^IEqjZVs9?z-T4=!U4E9(?n6cFy;bG&Gl+uB#GCQtD=bR-((Ab+0U)McP}jAK z;y?C>yD1ZT%cfND(%U{vqH!AnE@hof&YmNpejZyU3G?fdqlNUF+tuv?M9}d1 z^Rj0)3WI&_w&Q2t5$a!YZ?y!UfHDY|?@3W}w?&t>>OLZKF@%x%gNyGB2=$*aa3Ic3 zS{A-BhZ?#>s-lW_4=L$YKB2}LI%(IkH`w3x_ZEfS15GB>kj3Lqe>9B;RV-Kvg;0}% zyPRjFYQYTFTeDYSDxLwhl4>3eiI+n2yUY^0sf8f6UVR(2=UxJP?2{@c+aR?Mj447c zP;=QJhCHRc&I^XHW9}wZ@Z<9Yco~kVS?w$tcuyCcZ}~+TU6YJv82IuD?F+Tst$6$$ zraiV>zhC+a+>JQ<#v@GcKeiuR-FeyB(68v3|JyZs@f%TgIcu_r7$tc6$%Jao(;%tc z_E(Pkd_>&rlXd$F=ddnuVs2G^ahU5<^5NK^M<8#i?j~2q!rf5u(%dW8zziAGA9y!@ z)et0D4~(Z5#1i0(+{wx2-${UxKwRD{H3by;=#rX#>=*Q+>)txnXET^keNq`Qt0M$w z?;`v1@fAV;Uqu*3k?jlEXDVn?E?(5t;z65ja<|xOu7wEy_cxw=B#h6z+|!gf%EGYS ztjvF%5Mg|#V>@28=AJTa;Iv)4tYC*&6{f~pUl>A9d#+Nb9ijb}owF7170bd4*2)s` zZE6JZ`S1GYfBXLP&;0({Ls?uz4&}<@<8I`|H0;0}6QGsT?xI(Ldt7!v=L)8D(*N`Pbto9o#?S))^VO`CCujG#vkQ zpxU&zGXD42?Of(kBwv!__$A_dS&$w5R-b)6@FQ4dfnjDzH$;)wq`Z&{OIym(e-8tGPh*}@8-4f`e0Q<9d zyru<-P+5L!{QH;maB4}rb1ktX(xkswadAczj)8~UnG~EX3#T#q zb9>}Y%TfZ{-sy($2Ye_(U6ZBBn;b4))>2etp2z6)R9US|X&^*GCKIuByW%Q3#HvliM!P6qN4FJRZ74VZm9Obb_(I`*_Y6hZdX0{sC-!Z2*6z~wAK z7;kGV21)D#l!06J>EN0vTV$&H*4Vq-5Ohx4(GG4TjJNdUABXbJ$^uVVN;d0fRYc~> z=Sgh!8F`#A9och!;&0~zeiUEDuZmH@{8(Mom#%H7$2K$n*Z>9C7870Qa3@0HTjcdR zjn~7g^33VBd%03%DimH3EAuR&u9p->d?ZTeWxv2JDclQYqJ3%n)Y6 zi8>Olog=_IZQA_4>Afr*Nb1^Lb6Op3b|0|G$ozzS%vu7{(%xcK5_GA3lxeW@OD5UE zX089&eu)P?21su*0HtfUD__4TTDs>f{#J(s(%7pD($0Utq9kOOEM78$%;SDmo=3aU z<%XH1%zl2L$zpC&c%(=m?*X<@66-!yF!rN=owVqRs>;^fz2&D5vqRZZ%T8eg_#olR zLv4N-jG150HZ#;igZZw`G0~IAKt8QKMSKXOXY9sA6U(7xj?+nCJn%oB-z(XRTbS=q zfqv>v&j}_TR7}d##>2lBYOAg%suDsqV3|Bdyy!Zb=n6Dl%Uzpi6xDUkm zH5+tAZBdS))>gFN5E9P~Ffc`{iFpnE&;Br;9bj zd+{-T{~SoQ^tnH_4(I3Dhjt9`H!dG}3 z!Ch@@mk)X8(D2r&UA|@gh%+9|UOpndx?yCVM*yn?2`*=-odi_z(Rr+z4IHP;~ z6}XkL?ANWMkDKQz|G(|pPyLzdf^sx$_+q@yXq+%lwYN4l={ZOS^N#(_%?&KbYk=>Z zPXi^SfK@@M% z`^bjuHg?`|?~}lN8nBS7_u!qlGuk?$d1=7U2vnWp!<>uHq8snGTvX`oN6k%@=lZ@B zU>4>&DrVJ6Af%9cE@R%9K>rM-o@{Q%$)JTwbk9iS7L-9*SN~Xp2E^ih5^{pb(5^{S z*TsA?Xi_A3!ED8Wq@oy97UD&qa=T!=*L`U;?R(3Mm+T4hs(0Wx994uZdiO(-aSekaQP=OeopbKU|=>Lsr zVzYj`MWK<0D0X3=JnCc?pyuG|0 zd~U{+E)^0Z*U*yYtzm0{d~5dB6B=A-G|$+!z+Mb!iJrZwB33}t*`3qNHcwG{@8;2+ z7fY}`%0og%do-YRGJr*Q&KZ4Lw|`h?n=#zY4_HUF5Q%7Jx-L4cd4k$F{Wiv2%E1@{ zG%^lcSAqyj>q|G93FjABBuBd?`u_-?*af~6yt>zGd3pi9+Z4q_*@p>pAcQ0~R!NT{Z{PX5Y$G$Wv{YfTZ2 z>E8NqVPn)jAo(1s)75E1uzt92P-ihoUIo=BzJ^l0R{wFl%B5KM*2#hl_&JWekmF-R z*B$sJhy#l~9_Rd`yo z{pda|MtnYrE*z`1d5*t-&9#l$UZi+=>xPHp+uz~yNxe;S^gG_-e=h|ddLNdFz}I*F zB`-eTD+p#Vzkg>ffaqvzpfM+6%71q^rkMtu>$XE7xlQ0V1 zzGI#e#GyU*xWZxO-AHq8r2XuM=cx9<{s(V`Yq2@AkHrEcI^cbEjZ6Or4%o6q4QCfGLRHv zb(FsymtaQEhi|xt4pG2*H?<7VB}Rp#;t^)Oba0LI;KJo%ag=&y*sQHo44$TS$SCpb zMca!-W`}Kt5zTPwVez(lOqo_n%%nsM%tD)-6t%pO7$4Wpd$z`4mP+H3!5)h=JG{lZ zudV!ks+8-o)_1vBpb($yLkDH>&|YvC-f2xB-?v_$Ag_;CfamTpsh+Jr*3DLD@#j~k zfn9Giqsd@R%dzz0V78V0WBZmPqEuj-R(DINlrY}z6;|Hr)gTH}jEC$rIWSb7aPI@> zlR@OZhj)C-@@-6w;)=>X9}T!2IGoV1!x`1K+K&6KHHK$-1-dQvkp%ewOU3X@fp1C> z`$5j=r2}ES{k!pKl1}eIrQ}-p)bloYe2@bz?R_O!HcbVOY34U-e~MzEeLr(b$aBsx$;KFL)+gnAMi*D`6`#40mL=xxW8;9j}@K2lx6`4zJ4 zdn(~{1?c2cD_g$&=g)8CZ@lB$cAo@L^%-3w17`Fz`I%6W10@`HrF;5{oD9h@1@KwN zF+%yvY@$Z5U8qa%gTf~kF%S`$xI`4P8!0E*kX#jghKwyO*wg*0u}rtR=WiCZ!Q|;| zsMlFvboU$gezzQBunE2_5*B|R3A!alAH6Y*NN*h4As14KY3ij#W*P2<^_D6#+lq|{ z{L{Wk{Q0DJ0(5>AV!L`@9v6rH+#|o|)X~SqQ0S3?vyWj8J2e|xlcSRAym`ex^Mt3| zJPG~tc<8oiDIZa2Nc$AQcS#<7HhLWG;xUM>Z>%ZlSG|qtt!up=P_7Pv7pvtn$ehqq z@{6CPQ;mR}X#A$Z!E?xE*>NLha6bz7AN3?wDZmOoCrLE~DuKN3ax2?C!hDY68;|6> z6PMtv=^K@ z&wKEm^{>CWvU>Mf&Sl~H$F}Svc}atRUK75N!TE9o{&^1essF0R1w376`M{TY5}yz3 zW%f0pVR?p=SM;d4XlE>5ULGzd>f8%>d0j;_ZEJ$?^4eKzb0-Mn>rwxb5}yzJD8EVH zyu7F)FPum&Df+NZ6eZHGNjR~c8x|B%@=h-%)Na-IdF5$roh?dJKI>x27^26dm04utg0R3f7ck0eU>Fo+QdnffS*uQRUR zPfheFmxM4cIB{POLSIBsE%9O#9Vs_R&)8B#Y+ypi)X3Dy>^Ibg(pLxDtJu;gIh9zun@(K!~ZFBxE3)i{fb^u+gO5R3fWB!QeK{$OK%WIKK zO42(}j7LFPg(CyBHp(3(#&`(scm1m2a+81&>>-xV+49l@^$b{w*x1;>nJ_ALl@h|| zX_C@>_ik@9gh6w@t5ouY`I#;Kh^`q`BXrc<8|4%UBe3r_-)^1lrTy^X+NcQid;xs( zo(X;|RtV3sI{Dw)yMVNH2<@(2{dQ zyS6aGdP+yvR4u~!MPLFxu0=*rVYQ#iwATmm9Y5>8L~jd3H^1G?*-N;-4_Am0yO0>d z&G9;VRT?`2eN{UKbiAN{0G|Z1tsn18Ca|AJ|85|edIImqXql4Du7m8dswVZ;5@;^i zS|J$a32#CU92Hhyc^_ymPtf8UHAF0ACbH%Z2ON~oNPf3_GYYSCFQ!eJuN9Rt%Ov$D zMUTCj-bl1^LeL!vt?SWB1oE`$x7ZE!>cb3m_nF!dAH;L`q2ApYYuK9_vhz&mRRa6~ zX^oNA1#PJ6*A;vlZb86*@YX}A$h`zkvjF=7tsBAoKD;fm>ip0FW3FpXtG&7a%VPG< zV^Z-jPp!52XqYTenUpb%>hVJA&~2?PLZT>eI%3yZF>dgBEEM7p!i2tY>ShFLZm9F% z{(Lf2RT}L*ebJA&n-StZImleoB8(5*_DADN^o?MjzO>(l953Wu85DZO&K4LINXD-Y z5ZW&_cmY}P8^SBm&7m2)YzgKkcD3Ph>`FY2P)V$){7F1Eces;Uuo911Am$}zpTE1`{IAdNOJtqB>O2q5uV>11UTQ3I;%IY`&--_VG1sl` zckQRVMs^tCpRcX9uU_><_hwKs;_DrqQ`KGaIX1ZQR&lFWKZ&ZF#*Tk}E)SX?e>R%l zg6n^1`dNbcQ@p%2H>Ra-jC0}mtNG6A_#=t4$1l4u;`sk+$LCWwtLR_tJ&AwM7gJ9C zViEOYT^5f&)K?*-Huqy)8qcq);0al}$`1uoTtpolJJ4eDx*>VWZ7^^^FGxy(4f!ti zO0GMyv2J9oJ^7&=dF1YyRBkrJ1o168od7R7SK_RvX$*57qCq~l4ioShXS4ivEAxS%gyTZiRw+c0r9UAY$OWp> zvY(sjm{D~1+dL&+#=12NNJ(llc1Qr!(bG?0DNJ}o@v_ya{ zSZA9$UtXI`ApgYr0{X|?hQP6Y>=d~IVZ602SEn_)a1Y9@66v6fFdtyah!7)r)(1jS zfm-oR`A{LaCV6_S5W?QMIDfhC3aoy1L4~utaH&JV+Fnfzo$@phySI}YxE`)OzLtpz zUA^7c)hEtW_fV8lr{o?&wXdY7M9DV7-FI@s-6@3gqaxpCE;nun%WZPB-%LEw@ml>{el1#$=Q(cU<<#r#IbdhIiQ-=hkG!{IKqbi0U}D zdIfyyhkax%wRen*fK8aYi6-L)cpIHc&mTMlOmC!%4$RF~RH1|QN1=~s1EBO%ifMzFybRq10W<|?z)a9Ri;Q#V@`|svEcS#e7(b_r{~G$ z{FU>@pZptcw;e8bz~>J?!bYCN*XZWm$MsifU>seOhnM&0QHD>tE_iu=%m?=Sx(G_sZ_u(Cj-OUDWqhRc5RU#4|Jq_bRoB#y^5Vz)QU03`bQia!ZHL*- z36~cAq)~R()7+jttl)6-(d3PKF4R;kyeAQ326F0%cX1p7sNjhI#D^D>u*>NEt1K`? zQcO9#5ym5kJ>!z@&bu|3ywdF|hg5424LEgOvLXnTCbY+R4m!d?UCzUk2C3-qfz&$M zu2$3>el;T0Dh|_;BJ(3Mr;)Em=plLx0KklT|@GQON_kjVVhkkUDC;VM>Mz)l$mtT;yejfme&kFDLlX z#m(wbg>gHe^Y*#e+bQ}eBPheTiE{+)S3f55AgTttyya}GoV_(%Z$8$qcPI$a2=vCE zjCBMGYw|+Y&J^_NRFL7d$X2v;ZGW2VQY`iXh?Pj#tRUI;7_n=V6N>$8OYUBI9i3M5 z89HBRfUWyvc5~}PArLdjNIyd=gU+nYtyO1ZhCmW&pM5c`=+xMh;hE>`a3|YmnMy(e z6{{O9w$_LO6B9LYKGH%C0-aOzV+@Odztv1Gt;OS)_6^cwnWbM}1#dgd&vEy8!Iu%iFT zs505?U?GAr~buIF*eu8ezKw4QI=Z%b@yH@HQ^rU;FzJWpy8KpWDElg;o6r-lUCL2!$d8XS>e0)vA;DOyh#y%^;!_B6UuAY65lQ-Y9skfj}PjS~b-Z5Bwm6X#X9xI6O6={!Gb3&VE8-mnT@(|nCRxiG9 zCfG!=ecKJ?Qiwd)ciN@Y@0a$g43v#kFsy>mO94Vn**?(lp!)N6#_e!wt+92Xs5FXQ z(!6F-!~}*nQfem!c+ts_jh+1pEb#Vu43o2#4C;-!xs|$J5GY&<2I70w&{h|=0M^k* zD7Kp9H8FQ8=1!jz`P9}5$nFJKID4K(mPEv(YtGriCGivc(556LLwxeQ(8s&TYMiaW z&n^nv6fAiBK7%zZ(p@bM%nn0xS~c1XL^Vh`F-D9_#UCR*R510C@j7hHD16p-?a$Ah zt5N2X%gCWl`BJbqSL(`GbOf!&*3;Cv+o8p~`kB;uX~epTUS9G5D=^1La?AB_p|tY} zuQONTb5)n8-<6g4d`c)NCT>6y4o=s(nCTcIQjIx-&Ko0$Cfj~3(ReL(Z#Hbq=KV^1 zuD%^?DSQ%1iYBq8Z*hV+;)bjFt*I!-j+HaDyA|!)!d1Ao@Kztn3+P>{A>TD5f8a*|Nb_37|2*L(|Eyu`~LHH_nZIq`H61O$S%~t zzc)(dvP-GK|B*kH^2;RHQyUC)Zu48Q#%j-xj>U6#|)A6eZOi7=u`rHX-rIR2zf zDa)=04mi5fbIFTNr3HuQwlrYnagWG88rNHUDYATc5oqR%Lf;jIGDi})t7+|5Aw1rm)%Ed5fhi4loPT1nudcG zJl0T5$9eS}y9Z(lK_ben`AEM+{KTtU=9v5oxhn0I&$GSW^q!+Vcqgi=JGpv*m7(mf{i-CGG7a}89v3++|4yqXKgxazWBFQ1~O#8MMi0Rwh4KvL; z%<$m#J=deHp>bxS<+4gJqN=-Bls$C>R2br=;ml=Z)mQqETe=B-=?=`uSr>unjj2q8 zwpqfR*X<%Vp1UCrIWj&u(QGuC`=BJ0N&|b_^m%+CuL4L-4!dkw8;sNQYJC0ix?xj- zz72B)6ut@3BT?`GM-To|-Q~wmINImmaSwtg!%BG#Yx4jwbsyNuJ#bK?xo>2RFSV8W|Jw^km&M1VIVQ`&89;zpQI54@(6myRX z+xKd$Hj2|0Vh8Hu+;NK$+A#l&5RNhjk|{8?78JveBaC&7t${i!h#MrNRr z^zV9W!;6lke2P2QuoH~07d*fF#dPKQlLnXg>}#}!?h)M{t4>Uv@=DZ~1e+Cq&N5%t z2}WEd>Bc#G++e0R8k2mLjVgd~n_Es3ax#DM!JzXjCg%NBE?dMB;@1TWZ9VL=^7#YA z@~$}v(L6jekl84StzVYYB>r*>Qk`~uB>8mmm-CZfs~{;gc?-_#T_Shibre|hTooDO zwy%6XYy5SJtu(qUVta~NkQEjyRf2~LxX_atvj|3cW{^5d*VV-)fMn+QqteGE!JH&; zakr2mDv_%VHXs>6-QFf`V%Mv&VmfoFNiAzQMfsU|L^B9^JUi}`bkPx_#S;%kzf3`~ zM3nv~J6aJn%lPp4{y40Bm~=DCIx8?(9Ca3VOb*^V6wEOsq}u-G?QSjDgNfpB&H z*H-qo;o;^n{u2_O|KtPzm(SaOH{a>>HC>Kb`M#9ZIP0mgS3aei14kDz`x{j}WyR67 zNA{7Oh~0^!Pguk}J-bp*SndBIg=Ors6+Ul18p?H=1e|gB!L;S;JWXwQe6DBd@wNE; zfyPU)?sZ%qj^D8sJ5+M264$@b>elwb_4v;_4~4eX?5f4fcRI_xB6%equF7MS<#g|f zm=un_D0t{~=SRG}AK&n`FLB}JT@3MhqI|~*hhL(9Z+wsYK29E)Y^{X|alE`ov7n5X z6JU~$QyzlR86>{x{g5__S$%Q(oIY~srlUfRv7EbVyAC^R%zC->R>oCZuH_qO8 z*aT@aUwlbZrU6+_IeHd`mdKU!d;o{=0CH$}Q{jHK2n*XpF4|Gj>1X=l<-+wYDFH)+(g1KP$k9cr0(p9`gew{a2mg zJ_$(T)zO_N`9olE|HYBf8|4V4+tx1IG^6eHkFRklL}O;_m;`LPd_W^XA){eyD4NwX zZi}A(g7ykjX06Mbz{a8|MsqL)AphD_W&cqFNsSbx1i4B>g$kK*rmqA-#eP1WJs2oS zu{DN&G(x7=ujsy>*MO3GO2N=A7U)ZkdiE>MAtZjDc3opj3FgQ|Ir_HIA2J1%6Iodj z5JR=x*AmXtV7s8Z+&5T`qVlIXgO1)uY^)tK#&0iTEO$m-&gA%l`1Qr-oB&(3A6483Ir_C?iXi|FE8{XmHW*(XPk?$t6BbId;7kBi)$ z`hqUMKPVe$If0F`#b328s|PdQld3PC{Mz5|QdV*iHFZJlj+!;o3}Ns>i@aDZS^;LJ z+^6m9wb2wkN79Q3Nuao!B(7L2fzC~tjrGj!0#(1c2r^9rR6!<_?7dq9`gv3*sZ$Oh zE{B>OMnpqMrTR`J2mMV<>9#^=e6b(+_^3Ma8(l!tVrO2iIUEAxX^+dOC~u+IVr4eY zmS$x8_*0_hU^K?gS7}-(=?fnO=MHB)4@DdyF9pn_7tq4H#+UBCQ`qppy-$h04dDNI z&x>dlf2a%q;Y6YEZq|k~{$`JYda%+Qk**rLG^-% z?#l27~W3Q=M(DY?Zw+0g_Q8Cgw=-qC=*wtllV2TR2HaOuN+=K*xV z?zO1-ND;PW_xTOJQ+{x5+~Hdu#RW9sHuNm&b_f)iV7&$pZlQ&T*-rc2no;{cHtq(C zXiSPP;Rda?FHA^Sd#)V`MH|kwYwMkuN2>dSH&mLx$A&nX8aK4n!%TJ1MImy(U&iAj z^50@iI=bL-uEK(bKp6bD?>~QczxiLEpKMcdTq`HS#aUOmju-0A_UfE6p)Sc^n`6bYO>s z6kgsNn&m9nw;$rhU#{FHZ?zwP|Ec3qssdDadHLCu3I?R`@+#-mr(1vX#*H8NkzIl) zXAU=B&lP5`n$L=$V{z>LVRHl2exD}ILrEHPmMLV%#$=E!RqYMmjS3KRL`1v7=m4VG zRKgnMr43(t-NdqYYFnJB41i7aol{zh$!KstiCu3? zC|syZS>L==jV2e~@6tBDhti6Co*r9>$HoM{g~>hghxJ_)=W1EcAz#)*DQ0&T(G3lq z@!r$ZSaO8$nWNN-;H|)CqtwEH8xT0O%G%ct3#Du{w{eiS6$G0_RE=A{8^`wuuZT3VxCbLG^$HGRmttoxp1XCBt+QXqS{(-+>%e|}U=l8EF53%DyY zf+1ji>n*F#w@^&>eu}jWchIM(^Rr(+oW`E5trsS8^nq<#$@kkOh9d`U{ZpC43rLGH ztLSvs2W+BUFP!8_H7wocvD~%M6K?1yY!>YA0+sh>^D}k$y4`BNmM^5W?xDsb&>cIV z{%S)E9F1AB7m-2g>KwEWo|8X|Y1i7QR}AGIUU4$~`FA>EJMR9R2nTGD{rxM!Lkx>hLBeB3Kx zOFx<~S^s3)o+6C*`PNTo?)t$&>6z}jh6HpW@Cm)AO9)tb4pSJE-$I8w(|5?u-$j)P z6}RQAqOcrU30?VFACOpPpSR5oMV!g=q%vRU(3TyYQT;;iFo`!#!KR}1(2adLt3&Gx zsTpo}-bM5R<0gKb1TAW9IFkChJ{wt!bIF=jt?IYIK#`VoSY{h=^`2wHCynrLN zgXvBGBUrTU{9@E!Loh#$Cyb1l>|LPnP336ubO@{;pD4?u-VFi0@g;2+bP!)u?qO_3 z5)7IJ!Oj4!3teD{lWhN!clyzj97mjSp>u zE_c5iS-|lPJUJB;zck?Zb4-Vu8xQQp(OuV5sH@!Z^_a(UGp{(ZF&y7&S7+QiNxZz5 z=1Zp3x`uJ%(|Nz%jyB`#ls($cWeiX7@?OUbH<_p7<=x0nMf++i{yDY!;e=P;KH}wF zoyY3cOe>9i+sgNAEH0L|_P(}5i)L-vT{Qa8Em+^lXR3*4_-X=1MKvK@<^3K$IRx zf(x|Eb%vx55GyRlJ!Tt1hI`a%PF^p?pF8lub^&IEi}W_Sk6!H)AykiJ2~AG0;}$c&2!%5Lx8t2z+Zy1hFFrOFz1| zBlhFZ7oTMhqK~JqICr8VY&xg;L)_eXIJT>LdhP4W=yIpM`?onF$kDti!o)m|DVcE{ zubec5l3R?#WSeYIS=C1}Oj92Y&1h<5+*CswDI^4{1T-xx=`ze7oR6Er&Fgk z+EUfQTLrN?w?t0@f8g}rN=#2t1L_<7KYbEA1>2`9moAqTLAA7wtMXBIAP%?A+iGkC z^4Qs0vuk!}kiR_g%#$!Yv6ceUsRB0{?&9 z-h=fMMM2RM76<9~mr;;ap5O^3Vqju?5R_Ooj)|QVy?jQX8d^CdcFq_O`fvWW#`Mu>XL7KPpW0@c$sI6X{i;S{I{C-(>qwRXIe%&)V z%K=TKbkjgin?(aoZF{DUy>vmFVD9mr=T;yd=*2jd?NU+^(1FnPFEZ|6Ye~N&aY7ebJa)u)ySbs|-R>WI7*Ak)RZF*?* zI1Qi6F%^&q=u;hJc13ERiZt%%TfjbTcVkmWU&OPkkZShuC~`J*h6}~A4f0?Ob&*7H z#zCmqQKoT1q!RA?mEG%dJPm8a@^9J28?Dr1!q#n}wnrOl*Iy9i)Q9@w;tN+!X`&sk zNMTk@69x@iH$6S)hSa!j<#5bcfrS30%R!?@(cBerIzf#oWQfGJmGie?uA?V+yikaR zM;cwn3QrZGvCGE_yp)naC^>n;*5Ls{b+xey={(at@GbbhF|$lOh&r1u;`)2Nj%;Y!GKj-FHMj`xK6W0*uWqsSxJ*Kfqa`Ry z=~{a5&(oq0Ci+|zF~aeU96j%*ci_J#WACOH9Ws~k^_j^#@yqu4czJ2o2waQO8^_&$ zZ$PWJ*_9aFcnn_dPU)Wb@5`CjRqddo!^?Ynk#4l80WWVM?~cav^F+A*ZalNJv3E>B zk%RILnV$o)^&23sV=x5sM@{R)rgaf(wX99=79CjcB)Hat(G%?>v)l71${Mr`pNBZM z_@Hp39d0{FrcveX3zPLp_px;k?7vP6#{-r^b|BiY6xlwZHYyrUhJIDIM|DI!$Z#a- zI2iE1)i!CM8+$ zMzYTecZWt!B2)P?ne4t6EbP$5F2>FnxG1>sQNKqCB0aIQ@4kE@I7aXetH*bu^_ELV z=+_OQ%B_0?)C)>6mm_kUCl=4cBkZ7T@vbXK$Wuu?&+Z$_m;ClvcEcDp5Kj`i+wV3A z@%1a5-ar^{_dHPBq}yEzx!byLH8^`iT_Ldx>3ktn4{WerKjR7~&ZmDqmSzMaMWj1} z1?mEQFROSTk>#saE=>Cgk0?5l+Fwyvi1M!Z}Fn5G=k zd}tK_C8-5%b74g=P5Ff4D5E4FiI=)O~DZn8(})x1&rl=R``;z08KDovET z)o+UexfXO=?6$J*bVp{=*S(w8AB37amSlrh}E7=A&FOv0=no@ zgWDHUP*ZufV$^3Mn0R%DPZY*6`Te5y($A~m=u`7&N`^;q>tc1k+&w-K8<|=TWHRKt zRpxO(-6`r9z?WhQgigoLoz+VO^5}GqpTTe^gOw39%p``~tG7ch<1&iRE$M-ro`OW9h$b?+UYEGA zK@&pi`TC3xuH-{k?L&3nSV2L)Tt|ERQS`F;dDG?BE9f;q-ZM@sHV@@a8gd z@$Jihy^a_x1WqON?-|F46EZVzs#b$9)%f@~S3>_p5Oe?1jtbzntZFIVPk282U*9kP z*XO4>aGJwa%NVzAbw5Yz(t!bvP8K)4qcy38qnUP=U$?Ttzh6?s!O^+faT>S3`qh$M zXB>*f;U6BZy!15h5{{P8Gx#Pei~s(ZBs*W1N#1B2Kkwz!-cyh8`G9kZj8McId|h;# zTuwrI3qBvXqQ)6Yq>cZ)@>8iK!RSVOea44q^klgRUf#n?&YSb`=X#>ci@o^?K6rTp zN~w0R6eQu~krTRUdYKO|uSU|BdjUgHIR5jm+B5e%@ba$4h1KiIr$Ba3#L@23n&?O{YyfVGj|A ze*VyVQ28;oUYxTepCJp9AH3uC2)~IWTid9q68Yf3{jH~D+!%0nTb1`|YLxBEcl9tT zV&A^j=@f3BtNb6Y{xYQAr4daau|?ob*6q+=;(zS_pVF@}TH(l*-($!$*PJ@LE*o9F zQGYx~zzt4+ZM(Fe5C7iQ>bS`dH>O>xN!z0SGe$N|xQ9NgaOL_V+2tQKtIOKjb`WVknOoytQFY3L<48^&3Y&et+ z4~e!NTNBxcbeS8?+UtrSOnv!V_Lfl;_b@ReKlB^2)F?NrcYTC~1+k3^Pi2A_eJ}rM z{hMf}S30nJFCQfF`#)TMO^@C&JKhxG^Mu33J*rhbC(zyd%YOaiPLSOe5$`l_jl`Q& zmiBX+K|qOdo@<*w8WoTik+>QF7xjj;&9_D&J@t_%I>~gv`SBUuOZ(T@Sxoq4cuF>0 zqZi$|+|+^M6ixF^Y62&g%M@K5AwV9- zEgNWKl;kdsc2q{{4oT&72g2Ok&6>kREBI3JF^ar_3;KOlq7ydb4w0?wxTK3H` z@KR8vie!&LG=XY?hneYs;Z%9Q`H9yn-=}BAyJVUT@2e-o`j0fC8a0b5yV4@yCvTmL zn0txny;xh$?H~fretQl{fyWq|iQ|F!kxU3OxY{crb`v$mX?R*1@IhiPd1O2d1NyuE zUZ{85zAO4D6ius0DK-V7_Y?;k_=TLnDKqVxf3GciYcR-j<*NyBZc=&~Rdozqme0}7 ztvLpg$rBZtS7MOa&{id>W?HbLaPJJ~d5v);eLJo1l?{bne0B#G8WHVrbwi7mB1rjm zishQ|C>qye>MV&Mg7|L5V=tVZV3#YBiOYIyM2evO~$TmJ=Ve5!SD&p5ne3dsq z&n2F#-KDeGTLD+8vyB-b6S~LBDE98k?|)eDdYY04b`PrFmfsmgN&8%7PIxS$`XsB+ zXoDVXtqen1_LnQrxe)D`aq2cAdvcNasvi#=5cXJZ+rAMsWghc+r(6pbN54Ig-1zJH z?JHcvk4=?OS}z!v!?YSg}Q zFo7h7nZ;LLeyBK;Ws{sl0OSg9Vw|x5f7pBPpsJRpZlA}C3MDBOMP``G)|q24-m?o)N|Q>Q-u znQCVCTECv@>F(7t(-VcddosT3Y0<#TGR_MpIi|3E6MetK8#BSv+Pyr4u>qykP>sT_ zA}|}@MVFH^j*ef^((brL1k~lb92zovv5YdK%-7nFAUR>?(4CnQ^m-|iId+&EzI*Nqx7Szzlo3!@SE}r zXLYVZeEsutBp6ZGCf+aT()eI(8uID5Ng ze{XXbAOms2er5Gfzmlc~6bowFt-7>ocQ*S_i zLR5#$MN5SCob&uqeHl)^k0vqN^g>k>k1ZBY0<@$RG{{~Z>ux?()t4E6AwE}{=SK-ZvSCv_4a^kk*wWg6tU>^&)ruu4XNRA{lx75t&d(G z)M4;;%LLax+ZI2CW^`%&jYrV4LWr!MF>v0PM5o)cin%cokadxbEEOEZj0F28fABs6 zw!8=DU*tYR)8EX!F9vgh*b0YmGSDE!L?t#8*%~M``JGg*ejDGfTjTxLa{s)rS&3`| z>~b1sV{{FI{p3lKtUH{*n^`X5gp&`d)1VbCZL@)hnlY==Ia8F$RPk}@rY^MBF`aw+ z*bV6<%F^?Q-h%SGBl9n9qR`yqv!uP(X~6zmibi4B6c+0nd{d}46H=SM2w!DsKz(($ zo$nD9f#3U)xvcDQG}1Z0maI(#SF+B;Gnn;aA7Aj0)XP1BKD!Kx@UarKDy~+-{D~W6 zKDw#g?EcUFfwvU~T~!iJP_g$EOR3Op4WewB1b9e+pYLU~T71%LEU<#x9%R_2}bb zmfO#mPVKnQYOrwdG8>(Ix1UEVlXe?iR8M{P_M;o+p%0+fO&`k3(^? z^Q)YFdtjYPMAv6>0^2EUGDO~+1$p1%vi<2=kh8zM`tO+{aHM~Ke28)y@w#W$UB|_n zn5=g8w@de9gYk9D)iCz$?b><=FB-9z6w>&b}Dt1B(ja#n-u#OeH4 zy}y^wB&OF?nfA@Fw}g2?;B7cqq%;Toe(MO*DwG(`g3 zhXgqUb%C^Nk2^278%mS>LN58u10<)8B*n2sA*0QGhf;-Upv9LaTz_N|lgPiOVyu%1 z2ghCxOxe{VD&zYm-MNJ@79soL>FO9-SYEF^LrDZ{r>sZ>?HRE1lh)-K zz7iyvu^>^V!3}H2{d!)L(4n*b#3zy`YM^bxt*_MJ@BM+er1|bFy9W50bwqOE*8lMb z{{Q~o{!jg#D9ZuUC+`XC=23lv_K9GN*Tb70V=JfBF5_tua`Bd9?+E)*`c8Auydj~* z*C!>C3rRX;;pv-;cSZM<72)Z9;odoqiwWx;#+FOG*UJe0!#vA_0wW_HeEU_sxqJ6- z)Z^(F3cBpD8ap0 z=@;E0*dfbt<5}rEMiaB^bWe8)gpkn)@so8TlCs3}vx7Cj&ZKZoh+zrkOn*E1;5{AC zGxnXEE5x0(4ro5OPpudz1gye8Kd42^T|)|A10;cO#T~+roXqowH#wpcr0J zJC4pJnf;G^ZMFZ8%Z}ePzcsIb&DVC?z`ZTo@ci}pB~B?C?*@&*d3Ybya&RjuvQ>5e z5Pu7V?=mHwZzilGZvD>r3eD>@qT3K#xBe_LAPgO%NvfcEdkgvww{TS=C)|1(HV~@h z2zM+e{@C7&L1}z{(iR_uLV?_GWefUrWc|9=s$_}!(4 zSn){ukoi6IrSYJQI(--feax%tzLAQY)OvD$S+as&@c8w;{EHZ8zDM-0)e_h}SiWgw z*N(2)__dP%u7RfOC%Q5(ETB_d{Kjm2^dPy^BcYNyfhCcU^156r24#ILLwQFH3N5Wa zdrM0S+?N;`%4fJxqTcSLCD}3%5j#Al_nI)zw)*$)N{jxL0&1Sy5b+_t>tJUX`dDh4 z!T;+Pc>cMoNbcc;-qbU<=UO^KD)ZMHvhQNh>5C-i{3b%-u;q@uiYnyL^nUqt?QJ`6v8Ob2-uZ%K}u ze!)mdfy#=#7`|_eOoyx2A{X8q`#RkHZXUvQ^2R~j=>A99kB+9rP|7HJdI9_A^1jbu zhuy}09Dnj3_#B<@AO;&bN!I7Lpz8F^J7SlekOI~GE9*2zP~qk^(zz6iC>9kHdv=9E zuBzQbv7U4!`qb)io9-c)$M`7Xo-bfFJpBB@9VHO@>_bPsL?_aHFqKdAt_D_`JuGt1{fZ#RCZ z<*4HFAqKZ3__{lC)X zr4N2U{=@f7_P&1!cA)_^MKLSLI&EBvkCzUf-S&7pcVQme|K^p>#jHY@M4m$T*j}SJ zf3X3r_o7g49+o|nCxB+|^eXyXC<9Ge(x@wD|6D$)*sF3wao-)k%6FeWuW$z){zbf> zNx>7ehAmIn4LG6kAru)9

ixE9tmU7UG>-S(7~$2H)tLKb}rVM@6z}ZJSMpK%~*l zkM-&T#(wnCJBdA|5ZS7#fAmr(Qky=Vn88pBs;Oa_Pkffp%EMi6;sxj-Jmymw*|kY5 zIa&Brynit)JSJ}<`caEs<<3nv)=Pq?_+aen5gueshEeN=7XyEYQZ#+pKbOz{cKh?6 z+M9nne{!Tot5R7$_<1|SjWKzT6XF}?#KTVS?i2ECXYbo%sX7yaZ@(dT+LY})3!X-% z$C6I563#Wp{22*&cB}?p9~fnO=?zZ5Z0YsTKsIH{PXvGHncUSz=Svd!`jdC_)4tIY z;ynvRh8ZDbgzqHn<&W{W&1iTj(y^Aal`hl0KSc1m6 zC^TAp_Mql5AK((qXHxWXLt>a=Bu|<%B;Azit?jyxeynBA1pT}Vw?ykN?(@z>kC-%C z6Hgw2@Im7M2Hs`N5S-V-bjqPnG1uPpYcHae7e6GqQU`z5`t>*5*U*wy28ZMNZ%7oa#_@oj4N^{vbTEtz!A z5{Q$U_{GAYbuLt|t~ed#JXWPE6~N`Yza1l5**1^;Sn0c?s!oQ{0_fpo4dNukX(%n#A<|c?%g_i@`;NQ7`ptE!v^3;9dAi5@N`M z^XR#F&>N{QSWk8YuKn}R^{tD~TGKgPoZvp+nU*NrecRqCVFocyp1AuIV_L61 zaYp_{oIlguaO*o__9jKQV$pQ%yd5oL7^r{S8&~u;9l0xZ9$x*x0%1QDYOaaSV@}g+ zX}|hP!1%U#oTF$b%I=7YrfaK#k1M|~Hp?y{FS&+{8#sSX#N=&$nd>BGdQ97ANvjwn z4t?imYpg{hzefFr)+NEXf1>r+Pabq@L0Cdqp$uArZ@N*M-}uMlx6mSQT2t-|mZVnB z!{4LOBiNTxFyaNWQ=i4vUV0#bbsi9Kbq2%BcEn`tDQIxnG`pnsF7PM(6w%PlLElxx z44=)gLM_*ApVIUdOxv}JF^RSev;$sz<=E&&n!gv#^@nOtQ;XD*KL{`~LbM~7n& z&pg%g`j1d}qeRKMVUmtMElWLD(_?{Tr4of%#(8W?;p1FKVhJ#hgdGbj=|Fj6{CzL7 zYCxbMaK^fD5#_x}`7>=x2cPPmj7`#i!Gwxmh)gmRgA-Yh^r8yRAJBL5RaBCM3$7iy z%XhfZEwagoo1Vq6lbc^=*#Do)=fB-v{@eNMODJ%iEFjod9}6bNsN-IEIWLhQHwb#= zjHkPLf1V~?4#U$S9*WB9tB3IPxC<+3YJMr64wOtWt8yhUx@z_k{DBBb%O@0e z1iTxqdc^^!j^LknI6vJc!1UqQWygzb`0~!pSwOPn-##F#6)lX$-h{d_`{InRgd!(8cxjoaE;c zP{(rjH_OxQ@tS1Epw_^MCa50o#zut+{k+AG=wN74&9QQ*`qQJ;QbCZDt@{78{KV#= z6UCzp=g$envl?e^i{ETSl|{LC-h^j;%s`60X{VR*1?>s;R4{~n(? zn9c}M_s)8XV3n(UI(~y^%6jp6-#2nomzz#_LK55ib2sbq-Z~Qu4gFF;lbtP0K;D=(&p(p#f zkrUjrUgQsi>E2!{pTY?AzTfX*L8ljx-Cq5kkl}>PDjyYRusDO{nG1#PWB1TW?d*g@ zjiKPP#%!e>lZI~1B=6A0IG~j#S~9bB4SU3F@r#151m3$P^bDP8LwrdcxAczGz}=Bw zcl?a!QT6?oKKJ;EVKj;SA-q2-mr#3;?Bpe7O&G$_nB39 z)iWG0ldWO#^XVUqI_Zwn!R}%hQW_ae`Pz=684fqzep(H?A8=_6JzqfA8$25ag-BtP zDa3lp<`edPI4jxnMIn3(3-3QnUxV)Pk^H3fk$^tdFpsp;+{jqnV*ZX^6BJ3Xsy+Yd zvkm{>$$R$u&QZ780C+xCzmj=23bC|OMkQo>fzla+%FspJ{izhwq6}@05Ol;+@sV*X zB9mxO>KYFLzu^nHh70M4funBbER-Z~JHCMtNn}YqAuECQS*Kh-(++gr^{}(& zS~Xw~11^_XE~2#2r-y1>NMS>~`glS0XY9|PLkmpZg+M`iFu2IQ21T!P_?|D6grOwS z_uj+2Xyg5kA*+xkh@RIT_7>bepT{5mP>!jnfX(YpEELRs+xY)+R#S9{(iazRu3^sW zxraXYUEV=1=?-fH?=P9_d7_$zB;TuN>>;>TI+$rV9>oMi{;-Y-1mk+9uY%E!&_M}l z-0Bev+;8U($y-~&I-2#9tLqEldX@`wvvLor;;kOKcjP6sjeoo%=CFpYDD6Mlll&Xm zn9TaQ^><<=ver8n_vS-w2Fds8xH{yga!>a9qm$s(;?usd#)12U>7NUG*aoId?aI{p z_qO5hW_v75cDxo2rIeD~ciCRw)_U{P!QZ$%J-tHSeI`-JBm7yU?xYvUywH$oS#m*P zB;rJmt(@SBs+jJcKAeAD9De%^S6c18ad441zr3tj*Nr?H`?c?`%^7-FxfBsW@^Ka+x`4u$E zH%!p0YMo-Wb3pKSezxgR+K4#dD}w*BU>_s7 z{}W+<%tg$JL2rfx-+r?7YI?mNAs!=j!1?OPhB&@nh5w$eCvyXyuBm!An3PU9Pmaa* z#dTjK_z9QIUDVVz3I17o(r(xsBgB{N3p1EkR0wz(H%Ew58VPv$R5n*$Ggsr^S8!hn zvrZ=9?dd+WyFHtL*SBtG*E&5RUX$d$=ypvu7{Y_^?aEb(MHlP2q!?&#!_mxlX&*Un zA@e^?L5ZO*kTLd|f~N8Ts$}oJphJBZTK7F4jXj!$d^p*e=!-Z(J8nLmyMqK}iOWdp z8JfznrK6^?B(Q%{x^aI>06B)d37DR3fadPG@6>YM_;J{>_b$HzXzW*tAtsjZ zV37wQkI+{Ax>}aYAL2lWTpPdj%PtB%d8}8L`rQl4Nfyf~ciu!c7R4!t9G&1xsQE3; zudzsdFykw|X(*HgkErhFd5AciPvvWcaX{6F-oy1?8`#?6N z+%3vm1LZG2j#GLpA}5l{%j3B7X7g8_1ur&y!j4tgxGYc>;qL#l=}AbbK_}%a4Kr3G zpz-p~*3tt!NXDtz$-kiqK7aXO;B5cT^{vu#83T+o5Z=(YZRUNBLTmLug{1quz|)0y z{ea$0#QW}^rB#O$Jk--CkFSVBdQ@ZUJYl%+eYBZ#IO!qERbOL|(&PZS@l0&+`UaNN z{6u;7S22W>N$!Bl9cZ4Yx%(qo4GfrkDnsgvsH^nM=l1=iu!o-SA*MWlRVj(9`ppzV z=n0|TXZLE5i&%`c1tc~lzy(%z@Q0wuYGos|GnMc34Q%(;JYAhy@8ax z2gce*D*5K=#6(q%N%# z^ld|aEb_)32oLn3-i^Eev7?j7X#Oo14DEX8`bm}o<&uud45^gDS?b0?j*%V|F}f<- z_@xG-zw~Mx6k0`&Matn~_jkY*|Ed!&PflQ!gGbxT6^g-BiG)@9RU^_`=M?rmAPwR- zG7{5q_l-s937mAeRs%kd5_$Fv67=Gh{7ta7A4vAdfj=p0d}p5lZ-}``&k8m6#*MYh33ToDL-t;vd`t z3}aq19QfZW<~&Li$Hnuv=0~9gxk)E3pXU}`9-{X8NeL;Q?(R}H=FlLl--Hyleyt3X z#Mj$vF!*2nLbxxoQk?ZzIPUv)>v=cd)Zmmb0q^jQHQnrd!v333O`pu?sf6{LRt=X> zxuB!?-|tK`I4dYl!0UGI*f%Lh0^Xt(hUaoW2zWIk;!j;VOu);3@`o3g5b$o{+A0m1 zruZ%mIKc~=*q#GszGzXgOZ^a~El9tsFgw2A9DTdOOFKPb230y)`=5>lBC1GpX~u7! zAVg=7B*m0~WJhhkoqE3yF8SE+%Tk)d1ge`;2kO${_x@pXCyE+0;e6d~&)WjPf~XHg zb&nyRjp?ZwS6qH7^_Csig}Sh1%PVy)VX5#@?laaFn~(ZT>aN4^cXNY*YBQ8Ju~ZcC(hOumY+p4b2BOqkzaoBCc!Hl3v)QTE zctlqJ9sQ2j2j2&?+ooH7V3AWAcY}-4A$M|=;!}S$x^|P4|9x%&JV|@+-}`h79qLF2 zTirFZ5$Zn@fx56a2@jNB;aha^X}M?S(t3U{e?3d0?;xk{tCBM3Vf+j07`Gn{=+ zYC}=rgF3J0{4SQTg-h!U74ONeA&x;EwlG6;_(~Pm?zQfZ%9RSFUrTzzMGxkl6y+Fn ze*V)&?b1G|o=waxVV41U8aQ3gko1jwf_{Y6e>UV00jsrun4l+z(W6;Gno);xP%c_+ z;_=_U9wSv2!@4fFUsEV(ekAed~&+SOfKPzesrCxRGzpFeZDA6 z=d&3);l#k(Q)>na-K4B38G)$EGT8fglP8odwGv5vjz>%So!^FY_JMIY^+83NIgDj^ z-Bc(k9X@e9Ts;?BjhJT_`y~AfV9%j1k~#ikC_OA7^w#w?l->O6;0jk4MuE%1eOf*h zsPwHL$uQ@m@=;A`O=_G3L5DabF1vgY1`4x1n= zm5n&0ZI+q2JiialkbKfD!tEz%kIG`pt4arIs=OtZQ#EM4QjSk>qX1+$x$jR%jiYzx zUfl7!_zRbBcWp*W=>s-(iN5@3d@9i2D&40j{}jzo#06$Bihy??ws6dn4c)bCKBFRD z1`fosI$qp_a|v7H(@@3pR_|B=M9wNFN?#%DtK6#JD<`vB_t74f$AT{N;KpZ^pGR={ ziUsggD()-nHA7>r{;y@!u7PoIlw4y)1cINm4_3uIKuD-a^@PR)^hvh6hwBP0v>eM+ zHLD2MAaLoj|?);9aJgg&FZpCrCV@d8IJY7pWhb=;-CMg_~K|yc$%@(ajTk+&0&6 z`q@jI#cVSWrIS-#G1-M%PqfR*$&yJxbFm{G%Lf=Czv<8}$BT6Lxb`eQjml@RC+l8sB5M2`jYLGPU;t zaru6&vd44nz{xC+D%r^f#l=q0j>cMo;p*Jjxs*HT+2mO%?^qx3Vrslll$4Bgr1F#x z0TZNjUlS)6TEeb~txib($^d(cqYvmWHlV$|!XGk6ir`E+sT@7eSHv`S$7`+dH=_T2 zPju{0AJ(zvMe5U-4*Ha}8or8@NY-G+i7v%*Y zeqX-=hOX^CnHPC+cYuSUuE z?t?iEM)u&_3t0OO&AyV#boeHnCKxDJk6L0}c%Cxg;#tz#mu}ymLc7SH^=9n)jb2`< zqgUk`#CB4+UHM9!3JQT9az!{hOl-HO<@vqJR%=dhaQ&FOW{fXlAhN-Ie!TlKryYp>K5&1b z_Xg6}bCG#TZ2`AhkMTyh-$iFH5(gFk#M#SGea0#7RK!;r%6%++KgjQkmn6Hqj8!~i zPX6`hAw2sj^FSf40sYKk<7gl$f~7I;!%CK4(ekTXxh^-?5#1@xKc>b#SkGq3L8;$q zP%rc68+Skn>bAOnrhBh2u(i)<%KEaQ-?EFuZhiUSqr@gsa_#Ci{xrXuUjDdV1#f?` zk`UJtz9YBBcQf&A`1Nv}zp7Ko>L%@rK9X7gJc{#IZ!O3>%a59&mo|I9OSGGT!-N4n zPh%kRtWy#dZS{nO46{qM-{X-}jll)-+xx)YOQt~$R65*OXgc*Jpc-Xq zomNn=F93hqUeD)#W9a_31tmArHAKtXI3G;cg|%Lwsm&Kig?&*&4wAd`Q9G0P$IUij zaM)lQ`9jWyly=5O_C6?qCC$PYXQ{UP1Boy5kD^kiI+SguRO%l zA$hY;o&^%tJ7(TIHaNYPke~M^?WiU(2f-fiu$g7LMs@=Kd(8uKLK$&oc={fZXxb8P zzroi0O23gPlWa%$&d|7PR5LD5uoJ80b*IzM64rM-iyc|oEC_gY8&*Y6@6W(LFMz6> zhSZRNm)AGcSqI|8A`(w~w^>=CL7d#!mkE*7R{xzkGjv>;-obveBsUFf|N3AcA~ zI@ThD?Wa@Tcp-%O&N_ZTW^N-j^psaX&onF4%9{lC+Jl z1AQF@*XpW(cmA7@ui zV)++6xP1-tE%y$I&9q^W7d~;`Tn+&BTL0?%Y>&`ue}=yEcVnT6MXw}pwgm-El6&XA z=t9A%Dd{>|>DURX-)sCufsl7RghMVm4w(>}5K%=^0+8IFtg9rM~ zrtzF)VF4xFbxd|oX~DP+h;_2Z1K^JA6@#A*>F9-Gz$>28Smpt!2 zL08`$`(`DYiFq80at{v(gpNQrsqngJ)OmbAxBs!7;2zZb;ZFE6c8}P~fsMEyCc2)+ zUn0K0O&%CGgTmMEJcmI(gY@$iLEGwgoGEdqxM>QK*-m+X&e|g0gHmx*To+(C!Ljl| zjutBPKVf;WP8)1nPQRV$vO^D~-}7-Qn7{&dRGQD&8+mVV>N7hoBGpUIH3ma%80q!a z1nf-!^xwZmr`?%>P?=uyF^gE3Q_@Oni*7+IVMU|dLtV&bCQ2YZEghr3yE4cW5eUgk zyOmFzi9=szOJCO%QG(maqP1^_HnH5bmZh@vey~WTcx(1_yS&TZP&_}CTLo++f(5B! z+vQz(ZsqPOG6jxkRr1}(Y>|O^d~m?q^N?G@nq11JjRGebYP-dBAYcA~n|Yl*3fz0| zr^OoXKJpjgS~D|VsN(C>gejRtbf=43*!*V)c9p9?&XGP4f|K=Yj@RPmw}S25u`99g zM=65Z!?OhyALV2Vf7O8&n2*l%%qL>y9wPL*<$-_=bsZFFibKP{YZlJl*bObxj9UH- zBvZpr(x6ZdUZ?;NJ(q-EMUK2PmoU@wo z^CsfcuxJrkIS;?4Jo#uU^iX}+Gs#zvRUmA~hOAYi8M5rLnETFq6|R}Lk(wF#XquN(ZE7eADiSV*9b=Lr`&EzvM61%2J!xdk!VD*0cvppU~z4M;IC^nF5lwI3-&vC4=@wF}L9|l%(kA#{b zLY#dI|Locf*^{C|KvS(#yR7ZE@pn;v=m2+yDU3=ea&orVqTWfClV!O4*de+eV@hjU zsCY`mp?yUgt}7X6$mrQ4x;;OiiTj(thmhm$3%h;LYn@`xFOL^de(`4X>Zx|j)JCbz zTQLysOV^fK#y&zO)C;#KKgWXS<{8_8@K&_5dB45$*KS1hg%x;cPQvxZ6EX@bMP0V6}Y@n~QA530}dPojzmrrIz$^)hF9NxC=ez|dC z`~3TFw?F@>z4^EE7jQIG!EnO_FSp;%Y?|oXYvbuP|9A57Dq48@RJtOuwVn~4Zgx2Q zkW^(6AAdRUTA6jjkg)${H+|fpfPxr&d+Aph!|!>!@a;v{P3#5K2zsx($#_%vIR(D` zdp(i+{C7U!>2pJNSe&vco)&q#_wBXm^LUziVzR0#l7OGi=*Z3+2MPS8)0bV!9>?Ds zK=fEHEO4!pu)k==MfH6OZ!G?KNye9TF*zf>?kv%l4%cAf8%zQO8)GBi27{}jdlYGXF8a)N&{9t>0b(xxntATgjtb4% zp7ECTpwp?d*FshvVK1BKJ1o>5K-`9qbV(ptFa?a?mKW2BK(gYgEXN|m6 z{LoKxQ<~v@OUUkO)5kw0J=i|4T<3JYKzJg-)Esvw2USvg^3vMH0<*KA-8U`9x=;1; z1)!ZI^4g@-Mr*y?AKt8M!_K0zEKs&bLWeVUeh4vvI);j$JWM|5lBvf&R_8@Ta#m2E zbF2-!?d+QkyV{35lz zYA--twtRA5q zPhKg1ZjJ@<&&%Hv`&-f8(J|r7iXOBgpqoifpNUN;a2IX7#rbpI;VKVs>p>PdH;fMb z*a@Gb$Rh0@Z(ymr1ek9p_e0GW(uZ!ij6_@GvQ>uZ8!mgksQ>|`tTkm(zisvBujPHT zK535I|Dhlzg7TP8?2&7Z2k}$csoB3f zP>kKmrRSDi=p6Am-L8unn2Hgj(Cn9B5Vla;oA)&t8BfJyN(Dp)TE~h>bryaG<~*@pR2mUC1Y1pSfj9#m(sUIG3DRGjkqrW zv9sV5S-BP(R)|(4$9*pxxp?$&UacMaNpaA>{)`Fuis-2z7jKj;;VM0E{-C?!G#Zfo!yLBA=?pg2EM!ft?O52yvUfC;f#x_s(2Xw^@>g=^2?i ze8%OO`95>qbzV9SRfiM~IG0kwNK)7Nf}NXKn^!QsL2f@7#C;RdDBCWd-VT9fsd7~i zb7frm{T+gy-x}Y4yS@Ck^Jm<$&Zt36h_e<@*{7r(C**%AG2^AWeU4ynuZOF>>-|Eo z$G$^n$;2WE{(yS=Npn&&N#u>hye2mw`|n1w$r0b zX98`?e@J)dEyO-u&QFyQH-|razWpdLcSVMVpBAx}Da1Z^uP=hJZ(F=(T`G>N=t&1e zJlS!%@FL;fh^_bkx0OviJ4RU~9D(DdZ7W zL}#B5jn(Y{*zIEGo@XnCZg_{T9d8r?_{q&FV5f%W`+XhS9%#aeMXm;Vm+k%U?&`z5 zIc@~bSIkg8-XMiERT1;}oIqEICRoB<6@IPl{XZ#@ng8^;1yqxyGrqP6 zLMQt7bB!Evf&&kH3YG-2(PMWofn5_QRKen{qjCZEW;i*%ZihLr_eXu6q;W-WWM2ij z=uIKUpopKz%pWktup@a{K^-6>o?_Ct`=84@>-iqf!5J;cV3n7pmoh{zTC~Y)4+30f z7vw+0kD=St=a~$JPJwx`LxxX+HX`cVZG0z86K;ho4W3Ng&Y!n+q@~s=OZY7D@PmtC zFcQy>KAv0P2ro+v7f1ZEQIIp~ATi50a<#F#QAL}Fk+0NJhhH#Q^8K!;v;7%$ zpXfJq^YK93Wi=HmCii{QWgQ*ZZORTgaI-+4G*>gY>bXxYsSFKrWlTV(FsLqu& z69^0ICYBTSLz^TS(aA10Fz;>{5UrbtuIs%}Z96cB_T5!kKFLy#-BczT8Y?n}jH>0Z zXb)#}(C+jB4$E=0BI?9*H}5?r8Wxn0*3bbYB^g9IW&eEqXl>%#Ck3?O<=&(3_S6|7 z_p$HFn`Qvbu7c8v^HS)$Fx!*WNf9_X``u5YM-6EmRdHEt)C9rBg;4YN+sE(ns@tzF zV@t55h+d?32u40J{T1n9PB3jmt5@(j8@;mqtmwI3)P*E>1Ags%ZJluCAs+h2U zr<$TghI?+yjuH_uh^U)^oN>b-I!THRkh>pPJmR9%qVbSSu6b)nwtp^(UWC?2$!tRS)B%rcT1z zgvBlEV_GQuz|zHHUoAKu(cT@)w_Ts5W<1g`Sh0pHN1s6N=v_272{DPqE^x#|-EjrC zpEf{lgv&gB678+*|De-Zf>oq{J@2vK3b@I+_M}dEp`o_9mkMDsX!6-{vmoJN?B20z zxld}^AQ4U9$*|)ZI`Tn4xPc163fxWpA}5PX+=#BmdI-bGgGE!0Vk+oyZHbT@(K%oW ziltj^*pAQ0LG?aYrzKocYkJT~7lBMoe&tl)&ZDvFH=n$y{uHS)B&}`6jG+TJCfG+R zpWyb_bha!IS%6~qcbDAv-sqAytuo_OOzKRaF0}1tOP%3mW|lk)h5bK}DRudOh?B=S+kYI&(86fu%+S zxC_tFU9(rit(R7(tz>9IzqPuoYQ*;O3!o5v-uA!(LR>d%Alw+B!4+}{N zZ>q@ZfXlTvWKOI6^YQz)+sl7De^JwPRW)BWb8NQk{U8*4uS*stEA)7cU>+cH}&Pr_YK!yC%Q(Kl=lH@&&9U z*#x{SDRI(KwFJD!c3VbCj1us=M3mWHnku?w5qg+dnksKiT@M^(oy!B9FogKP+FDP{ocR#TFN{MvAo@i8c%0}8x@--rfyxAwD`w*+~y2NXg zuL`$6)ZXK2yn+O-ei7+%8$}t!Z=0*m_iT&T7_Sp?T*KveHn_uk;8ddzz8|;V|KC>1 zicDYZD!2txHpd_9p5OA@cFO!OoI7P+Y7VWtib#MFupe3sl1FRKiEJGvJdol-%3PFi z1TE#O4K)8I2PP`sl&gM6kf~f?I%Tf}Sm<@hoBTPqt^WrYJ73&n(t_Iq`vpZ3?a(n^ ziNwdlhQRzoL{kXY|6To?dCx;%Bg%N6Uk;rQvF{91$~8HvFj#bjZnOOg^5}hj)AsTx zN;rS?$;~}I7{wB?fe8`^QkJxa>?<sJi_%=)%XZfDroj$eL@K#dK6kq zaYxZ8M-mNfuNa&zN-bJ@ud)qa8O^tjnmt-T^&sGSGMO!sIdbPLW0Dd0i_%b02jJvG z%5`+lp4aG(5efGL`iEGa@cX^-4^?5@RUo2Y`Vw-oxz)CJXb=UT@_(v7`UbneE#9v@ z+X%U{J6?WC+rD1*ck)27``UdoK?!*IL?AIOL>^6>Yn$D;$OFH#H57M;Znl^!EP0ySC?5CAk*Vl^)mWx@(6j6`c)6D-B_0H=P>P-Pf34X|cp=jg^_$opU9$kl^~V1`L!=s%bD4FTJ^<#us!D;baO zW|u?p9|b=CDdGW<++82T&f)e~e=v8wMY$VvSoRN)^>Lx+V=?9%hLSKw#V^uLhKt|) z)T4_mOrSgnYbK9<; z?TXgytSq%~_rFEjtqRy9yZ!g6@hWaRgo_3Ap*(kC;d*#FN@gA(S=XFJ-cRhp}H|K?p{&V^KZ?`}HslEBP z^Jga~b@+P*Azw_hj?8;4DjxhiKK$zEsDv3Qp5DKvYm#0?X#ZEie?;L-B^*rf-~7d| zs(Seu;(!0)a7@&n+$Q|I{o>dtNo=T!uV>2`8v7zNim$ippLuNXwiaK1A^uN0@ejiL zt9=;XEb$TW@-saw>nS3~w=a=r7-P6c$S?E1@Dk!Rw6ahcSFs=CN7GjYoo7Ui*o~-lCX+L8r9g989z}f$spjCNyga44YaRqhk^Y z!8APM=ykGq&Rx@fZ0W9d{ z{ei07L#cyEukcTYteiA_?aMGf_F8uvK5GjO+DmL&P_3FI`tG{};<~C-QNM8&vO?<; ztfcOt)$c--t!>RH=ORVn%CmHgX5w-eir%~j;DK|tjy2{qmG80Ia*rLi->Jye+ z^CjjhE}t*^>fx|tO2WCjt^WAC@<*U$PVO}cxb<BG+cND6)>h4?E63pH2v(XZxcn$f3z_W@$9d5cWkrTy#nRY9RCy28hZv=ga=bdbUDv=2Jjv=L*{t>N~57;t$P1&Yd9b9l(T$Ly!oRjz~ zAO90Ab^icm6NNaei@iUSy&#AFFZR9zEUIK_8xRnXoRgAsj!KyBLl99ih!~KZvt$to zDjbZ7Jp$e3ywV5J3Vu9zM z^j%x?ix6WNBSc4WeZ3DLVZGY!B4PzgrKTctjN^d-`QDR2vlL7_J=F_{i$HnjGZ{@0 z8$;oPc3$NyZa}r^ES*G23rO&fEgDO!M`fA81C{q&g5tS`E*#t%$UdlG z4yh&p!5TGigX3R;HPzpFX@J0HOH(_cLwP*-KV9Pt4gFC}HX zXY0sBFn%s*#5JVhOO7c!%^bM)_#F289b9|azCjp~8SM8ftMetmIX&$2xkh^uZ36tT ze+Q^9D`tsbWTsQbDvgzsVVfj)lX?5r!dF>-t3>WuMBtiHv%Q-=fxvH8I3ZKFd5 zCzfOI*T@c6KR%B8`!d*kfI~ZGZSHRD`H!XtVGkV>_PyNt3R*u2Pwd}`?k4QhmN<&l zH|W}0{Y;Ziyme^aE;`wf5+_x8psT;I%!8YPAkVGJ-8_y3Ufb`p>(PD|P*|G00sYJL zP_tZUn(eMI7|`z;A$czb=}RTZ$=0ah^?Ng#)A=dTams-}y(sll7iJ}pbQwh>Q0kDI@ajn7$4IA_BnbCIlq4%obCUj9G7 zzF6yM$GHK1gq53B^|L^V8$EolYXe;r6Qtf=`+zsTtIHL8`AB%+vk!ZEQ}hMFU;??Q ztON_JVh@Qr(ZLMp$ug(aj`)1FM zx+|WAvEnT@PA%By)PB?tybcUJikIPmUVD%tr({8(BWOBP@4y0=Pg>|7v}FN9Lf5)X zGa2A}Cehv}7lpxAMv-0RndtmE*@k+i2H*a6(*XuAOaXMroRcP1w*d788t-g-jG&D0 z4fKP>(RlicNBMK-qm+a(%_*~4eg|#7}QXD>R$E;e}3;RHF|fm4#M!_hV4&Q zTLJnW%aHAE#_;W-6QnB+#^8nlza4^wt{uZXP{;rBcIi{fz~;%tXC(m)5NtJf=DR@)JpIVyi^3`38@X#5XD_pZ zOONg{FlVlYT`BKAY?Z?QzRAfskmZ=d8pw7@XvGlu7O=K-yG_kI{N(W68&s`CI0%rL{Qa#EJ_V_GKSi(>-qWq`EQRue|7%- z>fovFA6q_@aC4ds;ps7(A~00ml)qQxCB3zdsDDJWxG~)i-%IlTWiA`~G>KttQW- zwG5d4-Y1K9M(K%R%3u1&=4U15vvJLFsu;QL{X3^=+;R2A;z`fAGoCnvt1nhg<^00J zjEN5_Nt_?ZkP!z&&v;%ZrLw`zq_ZS%{W!r5?_fHcAZBRzAoW_q25E5c;QnK3JEh=Q zwV?^Q2>$sqWE<^VYpe!iR;!7PoU{cwA5yE_;x?lHo(pZs2wObfdR7pctS^5^1G?C+ z2=0>EiYF%+QcAit$puwkCLp(V3V`A@w)$*x%+QYc%$p!44$w~&q@l8v4ifWMT)gVV z2Mpeu&4HZ~(9GrqGmE=6UVmIn7uw^p5ZHZ3kI&V`9$a3jo1?9~5l#>m^|a`x;NiJV zm#;catO4t6P+UQ3+wtV-o0PZgxOxV*n;fnm*V>HX1=lZ@DzEmsYni`}2WI9UI)3zx zARv);sIo0#fu^2OOo9b0z)#QnVrd}*OnAQfsn=_CK0K5xpDra1^(TzgeDm^sowttF3uhRc8@NU00{B;;xgyRt3$WrGgl>CbgJFJOG98a$~{d*fuo&tGp9_J%r3 z0dDwGo^zk)3N(MH7iomEOwhH+Vvwqa1>8MWSd%AA2jwo7riteBf_`I#CrSNc@WZCn zyPNmm=R1nsEe}t>LBVNdZ&1c*0R&#LusaVJK?4V>*fQI zRy#`F*V990(IY)0%LRaz=F@be0Ri~bNRN5?;Tk+Xq#xLdD7vaa&U@!0Zf^^QOf5ffl zIPvThi!2Y^xUwQTAwv*YCs0;QMDt@`wVR8G!tPrG3=U0%Q!WVF;ozh8b-hjU-|C`G7cULD*_THApHP zuAOk;=lkcc9xs3O@$uQ%($P~Fa2ZVw{YdaZTz#?lBjS|2 z*EitmiF} z4?z&fK>JQbhy&g*a@y^BQxjmYK-G%@Zc}>uept z;neHQZNa60L-Ur;lfDSlbidimq^$t#Vwz}w8YP3*AFjUEXG?s%A_`%{tG9&1MnO1s z!$tq^%d1YX^L%{44M$h5dFOu<|NDul2^ExBAvY}9s5!=UQ2@MT(~^Duhzn+9Q0J_@ z!3NUyx3t;&aKg2B;}0Gv0boz!xrU%#cBmHnSk`O@zWvLXC+NNG#UaW(gqdrFAqb{0 zw|})(4k}7p3QKKp1n1(j$?`c%!FqkeJ%#!aD3?$>UGwz^}T zf#t3fdXhH;K`i5Trt2~*;g-_-50}v}0M+bQeug9L&;oVtW|jULAk}O+JQlzS2lcvG zP21)0_|%p4OHy=|yzo!~0_@q_?q zuVl3=?dF24-QC;yn%Thc1rdT?Gfp_M?A4y+Z~%BIKJsj4;(%`YM?YTA!nc2;L;n^6 zL>z{5I2gq*`@a8=HC$HDH_-jX_cORLn9yfr^jc>qxh7| zi3gp(tUPl+RtP9aAA0N0&JDdvbRwOtIKkz~utcvAZn*ByxR%Ra4G^m@BeYMP8PXws z0?d4pc>HX@2NH2)N*re7!Ex*9yRl zb)!U|BNOZpA9VEDO$p8i+e_B?FNbQL@6)Akv4F&VEbcKb#ITAn_ExbkYwq-lH7*-G}md}qfGnL7w+cSawVqxA#&}x>;)_ zY(8{~Drk&Q7W+JM>R42qEAKVTJR@#Vm-UwrSh7E5?+VlHIt3UxtK4L)y9@TbhC!99 z`)m|eU(PM3Lbjv-UfjH1><=GJUo6Ab7n@JoQXCz?L5)|8gH}f0^c#8qyzl;e~YpcG2wOpd+ozXVo+hw3C#&<-VUAux&@Z zh&Sef#cF)z0~zX|=vh$ogzqZYET{HCb_M=^lWv@{TX;eW>aF5&PV6%QA2l8~+o&nP z6pHY=gB#rdL#w1FVf78*{dCqr=XEsdsBbRMXp0c+eb;lnq(}jy_q;vILuz@CJmiAR z0Wo_i^7#R=)Z99eavr#*)9=Z%3O=wUJiqLo+shPmIHn=G#t{9KFOhRCSV)bn8~*+82vs+7wzlTGAajf?^sXmg_l=>C%NO5sb{-U zJIn_HtIzU5YHIzlDIF<1{q_x)mv0>{gfE7bFZu8I^Uv3?Jm6QWLZ9c|E9-UQ*AoP( z?~nHCtmKAjWT+=Jmh3?8f%dU&>MNnb3O1`<1_*e>$$ybci318z^vp><#m@&`wCIHv z?iGhy5Iq~sHQ&z%e9lIni#sC#^Bo>K6%XLsi~5~~+RXN=P$;JXl@BYvPPd8OjsT`nkkK>Q`kAy)9ls<)%@5F3=a5(6V>mBFT5(!l-t zT+ps7@wm8xBA&gE3bP?&A>vSVE?euupgy3mA@>N$Qh=>H8x@b}x`RNMX7#iDWq^YF z()PD@F(}qm?}z-11)wD5wZ8rA_~UaXN*b<>EP?~PdCly_p?`XODeEq1a+~o$HD$UC zTYpiYm+@T2h@2Ppo5!tv4|xG8Z`j)XHGD9tMmvM%nl30sk*$dd<%4;;c*fz_-eK{-lXcs$zDsJ|EsdL4EI%Xr0WLP*VRp0h< z^;QnD&}tbr^jbJ{m|}QF*n@lFx|mdEC6bUgJRE* zaX~7_2)VQ&Hc%mUf@;?#PDo67{HU!N1f@FTM~%xkAcu?B9I*?&e|9_(cG{^g4jBTd zQg=}rf{HUVY|oVCAanMX12rO!;PRE8!|J}Jz)9|8Y(i@Us+u}->zj?}^DybE`t9EM z{QZuXOV7Q}l3zXFQP4c!Xn%qa-UC7Am&E1VDhB!NAz zX=%@i*Vo1BOV0Or<-4s|eV>~dJg<(!)fXGT%WLUHEw@W!`k&*TJ?L#9k11P9#M23c z-N5LZyW@rypPe8^{$*U){^rLye@&Iy8u;nXr?OqEPSHEX&;b1`kBSKXF7S-m^oI5R zPQ3S#eCl2VCZzG8e-Dha-9A(qbKm*?Jcww>+Zc(Vy2z}tjyxOa8aNw~uO$dYkQa8< z(uR0=KNhC}e?ne3Xr`{e?gD4y90t6 z@Sjh4s+CRsn1UCsCfk$d`W)Z>j=N1ube~R_rQJ{6AsR*snyiasyr%4Iz}Cya@_5QjVz$J5U?Mx;O6oD`M_<|K3?T)?~RG}Y;GVW|5=#%Ng<{___) zl&P#vldB-3{F*JNnepSpU-b)I|F_Z1*0%HM1lJl%8p*bI;Em5?@WJ)B$vkjFDdFkt zkbl4bN5sB8a?NI<%rf7^l7od1d>je%{`llAAPP(`yVmm_Z+w1d1_d^Fa6?@aGM&t2 ztMT}os@TnA!L<$wlN<5UbI+g$2c#{pfedApuo?E z{wjZzlDb!3CeoDO9@KfqEg}VY1YIM%0*XM5*1%~|^-Fl;BUX{Q>19a<%ZtEGW<4@I zec35^T36`21w7ni)bXQjsEa{?tv6)_;H6O8g5){;`Ln`)+f~U&Jn+adm4?0C_|KF5 z)$vVyXwiI7`>9OhMw`)OA`KvX^Wk0=T{o!J`|yE7zYA}CHNMNX=M3?{GS@^4_N(~% z9OTRDp50FjPt>!WquIs|*32aBpL-_={qICLp$75S=c{m6nkOkQ4Be+wky3)cKK#}3 z;m*HbE&lxK<72nrU|nWJQa3TuO+`YvJL zpYq!2f2O@+>HI4oVTAeWA#A=i-_KIlc|PXlLDwSJ5KdvAm;O?Z&6nmx)!YImu=yLV zoT+W7&1i}UlW!H=7!zRg$JH0xU-YD$7U$Ka`}2~g?;lblEPwi@s8i-RJs2otDSk=O z1A;2=34Ka^hd1B7EheYUSMkAX(m}>YH6fnehoeUf!h1;Io*5#}$WJT5_(@V)(U-!| zI3(U=RVRMD&37oPzf-{vkI~MhyL#Y1Ptj0N-g+;GuzZ~lBJ8t^0aPdu+s?UlgR&JI zt0-mL@$?(bFn@)TMDNdeueXZtTZ^Y3D^=m4+HpddI`!b*1~EoZY2#VI^neduH``6% zMuh*o;$@?pOTj$+5Nyo3yx|GHe)GKkx7T_9n9qkFT;6Q(^i>xq+?e%}rVf9-4b1FN zKpp3SqS5ucg~R^+`G9qz{vhuaMBq}F6SV0;|a;2hlJ2-W{h2OgA6&`=-O&ww- zGQ5z`H(q|ZsVW|SJ-p7otT%~aj_do;fOdAEG4ld65~1_W@FDrP`|#tXenvE@C;IuN z)p~aTl`8)E&wtC?d^^$F2X*O|LuH{weHIQa!>EX=NhEw`1|+Q&?Ya7x6ijmZaLGzuI<~m>>QB=l&nnY5$N+CzJWWMXD!#`;a%?7jZhNu zK>7y+k=fhv{b63u|Mq&zhc-s~)~B+q4|IZG?4tq4j5et|NOgkulD@t>tMT(yv18LC znd&^SB<;*OR#W`_f=slbfnvroc;sfw{tGOu;Fu4q?y(F3XdX4E@M%IHZ+srH83c;x z^J6O|De~U5-}%6wy%`PK3r-)_1?xh|7s^LDB27dO(ceuL*n^YRRu^Pc1{anCE} zr33^ph_hn7A2BArZjwujz3>P4^``N83MRZ5JhrFBKh5(oFXfHjq)lOn{e77)_1O5` z@Be%E z|GVYXom52W$wqK6SWV5!_K#`dpd6;qUj)e|rA?)A8q5A77>JN&5qju=!bi z$)u~9H1>UUTz~$nW&1mP@Rb1_PCoR#Ua|SrIem)jZ!&u^>w;OR#l`B*6*&E2@n3rW z@5@({S*w_DA@D#_jD%ag|FjcxJQ zJ{_$tO3l?`gbHi=Eb|eb@AhvFpGC+Ae*mU2mz$!d2T*HCiVGu$DWFod-mLZ|!SA;J zv)XpjvS!qX(!%XbS8WBQn16czxcdCl^L6^;GBS@5I;j2NI*m9r$KO7_v*xLFw&Mff zb+x66-B>>gbyGFkr-cmed2aGV#F+1=-+%I4@`-U3dU%;AO6=Ld-#@;t*Y9lgwYtEy zIoWrU7hj@2U10IGKg|Fu-^_eE&-C-p8@y(CC;AC#pgqL+E;OX zABcCVyjM-|_vZtioMIk&<#h0)h179Bzu)-)E+2ok{7N-kTmLet)kOHvT$%Xq_e??8oRUHK2v?>QLeIhsA&C`M)pA zK0T3XcMbbK_Tv40Pyc^Teo-j1*p_!WXbfYbP&}` zo4Ek!-|T7>m)Z>9JkG5nTX*YUH$L&Zy5~Q7EQg5^SBmWY{(bgW3o_mi4tY3?U; zl$ri@_WP^e^Q-wku00UPtwxzz%i-1G(*;H{|33f1)%VYqn>CiF3tO*%Rx;0S3XpOC za{ehRs25gfu^blaQacJ5{d)ZU>htecA72}x4Dq%y?C%5r*!=zP^Q$lY|M%^EyM!ll zLqFlH6S)2T*eL!E)Zwy-iMl}w7$|(veI3K!zu)|`WANSapowt@F-+qw>|K4A0>_Sj zwzq#D{#T!`;t?CRS3V(yxm&#}HICB$a{O5{L0X>bWiX6U?3lC6ujik34grWh(Z}6Uv#J2o7pYjRUJve!v5LOTn?9%T4`QLy4 z94-I8UM9Dt>d7?p1NAFoJz;lyQB6AvrFWQ(gUE-*n)eL;e*3d;+fR`|Mg(8k*@m)s z6XV6t_n9cas@OrWl1jQVjCTlSsCJ%v+xjUWf39kig-7q-?jJ!}t$uF%NMPswUCD9F zsqpmstITYoo>Yj)?E~5RCP%E!z5B=gKl{{HgZgYjC`)2TrFP=y`+rzy*94L>0Q5K7 z8ShfjLZ|5%~lZIJKmk zcN?EO(CtNt^ZnOSXaa(GX>!Y}d3_lDqW7MyiGMMMDSv5+n=k#m@``5T8Ztuy9DT9< z@9Lg1t>qg6Z}Pp`x0w&43UuBIoxCyy`t%vM?uhFD>FW!wr3zkX69-=>hF7-?^30N~ zz_AMf!Kh~4Hu?57jxVu$!Min$HOTeGJ_G|7tno>iCn;mXCl1 zCD-brHT~1=QL}ky_JiU85bzh!vx@5b$Mb_M?r2^_I>8wJuE8yWWZ;J?rISMP`0exIrM^73^=&_eyBb!_9$k0;bm zxOpX-MuEA-l};Lo8I-KaR+SkA2J=jU_3dc6GA$CpAC-A8i+n-8qZ z7HibinZ}DFxbx;`m2b};VNj&OzMuTPexnuJ8q4JdF#4&O9M$S?9mkZvw8zHhpItT* zR(YzZgMI&d@&1<{#mlQtm$UG-f>KxBvqRSR@Yc6a)myC&J5s{o{V9zH6@UKwIZJEy z|A)jRNiy|yWGi5hrYz*(x{qgnqOsC!KUqq6yo%fJ_zPhizxw-a)c4vob?9yzVAP*} zR+ip?r{B;M-zmdZ63E!)euD$+*()6nTbNq#9ZrgBHqXDewc-Y!~>N4K=S z65{{f>EgZqduo66`D!Yf6dF6y1`4vmf>X!v^Et^2GVdRD(L%kvy~Iw>WN_xmzlW!# zGzkj3Juq~n4U~-PJ&shsA0J0<6NS_x1NEjZRSzulJkoC@R(fWE8O>u{%KvY@!K$8VWMW= zYaD&C@)VQJU0a4Im;Aovi{@DT&nf@Y_V|6j-xm07f!`MRZGqnw_-%pT7Wi#}-xm07 zf!`MRZGqnw_-%pT7Wi#}AGJX8b>1(~B;O<(^#A-KlWby$9ju+*lAMS|!jp6eb|(ot zE!TG<(|01@??j>Rw8DuRT`#OdphJZIKYc5XLhPTVVMmFbh~%h+)DovantVV}E>h79vG3$i1!ziYT zaRH~;>IJM~syV*$y57Xt(AwMA)5FBcGr->aE4>o)tl`nSI9_xfzmVncfESXzICvG7 z^Th$u7&;fBe(@%IC7H{&|bC!^xJ!f&ryyq+-{pvYONWXfHuFP6nYd1r0dk1H4XAj5kt~rb2 zm++kLfERks;^1#QXK?@yqYFJ}@h0E#oW&dA+-ITZ{7{pHp7TRZ7JAO&O+I_h5)!oM zEH0V%oF$}RJ!f$#%U92_ceA(k_4f3zbhi8IH6rto2QO0LV=+m~!YK6zz=hs|4`jzi zCw!qeCd@1nnegF~82F-53BLhO{|mk2yYPjc@m=^rufT^hpgm%dTC_Ld*Rp(#K8r}c zdI7$K;j0I@`+dv4z>@4Q#PQDK7BasCXd&whLCjdj7Yc+i^ew{nLZ~PPx+v2N!8rXc zWcd%F3mN`H=t6cELTS*<;?$s7U0B2Ll~J79uWT-?rTfaH4>|_ef1SmcT>{=L{uaf( zIE#xy7IOG4gb~Z&x7C6eQWoLwTOgK@McMlniqq#p?*0I{khwnqF68Z7AQhUmZ_6}a zt?p&#@YUv+oi(1#v6xkhTYM3~LVIHY^jK?SEBXJ()>s(Ue2ZEd3&iPfp`Dk6Ewu8I zu!T0p!f59$`sGx^&nqbgv&`U|6bs^7!lsKLaEyvYFnnWGY^}f_niY$~o=z-oS1b~z zM;ya0iNmq%k~kdGVsVsc@BMmO^x3YI=mqDSBJF~muH|P0?boH|8`Q#6C-lbmGwyq* zPG4b|xv?-_eCZt*vlvTXF?gp=U+b|9EV9@vxC{3D;Sac4yw}CpS{%6;UyCCbW9%yu zd+Ib_fnn`y#llmk`N{>%eXV5sI=66lpr0ueo1Z^;lWZ}x@H~1UlYauELxBDj>YQdy<<_?SMOL<_SHLZcaneX9gCrt@Qy!(F7%GYpx=1M zV&Xsaj>Q^$$2%5lf^(0B-thws7JA1IG+5{zi#7P{9gEhZy<@TZdGAs+am)>K3i&|ojxhP~I zv)@9#*<*fNjor{J!sxfa@9Z(Zh2r$NkjXy)E@bf!fD0M?7WjFOxuA?@?%OgQ&Z)p> z7U;e*_APFHZ~A4w`Wc1Ezwu@x7PG|ObP>Qpp0I##_NLfMoV_Hv?KjaG3&Way(fNi2 z;`FzWpCw@n*;x{{kQ*#)1)3RbiR$Z`_j&L7*}9k=D4uoa5uEd@;leczPrT5w^I}@; znl@j>`-fZ8uX8WVuS<)PGm0P=!@Tf9v=Dp z011H(ql*N(W*xHr%cCgk5a%x+bO>Bz(E=9*^nY{+B9dHIqd!C?8Ka**A=HzXKvzI? zMYQ@UXY}Rwzuy-4ZGqnw_-%pT7Wi#}-xm07f!`MRZGqnw_-%pT7Wi#}-xm1E78tm9 z+?Osb3>Nk|)b^d)3kLX^1)|Rdz*0)e0AUSRfbiVk+Pz{IBT1Eg=mP`aF@H}Z62LFqF~Ib=`9QwQ_QT*#+`5`bd&D4e9fS-JPfAnam) z{gNjj9++d&$&MEaRQ?!WFDnF3WDbwNIK_c z4g(R3qEQc-NO+F*k_vNSJSg12VKpcq05^RKKg4l!7e%%N(K+>*Z_IKe=ln7dLlB+jv?bDLySyhdbnv;scI}8-qiTp^dfg z(jIR>YUgTCs49CSM_h$=BoNCW0FKd1hKIp-3JEDw?t4MHUl@`S5de4162GyTb^))) z%er=V2f+=GH7t^>5`hE3AqIZ$NSItV%*}xIx9aDGXT|miK<4edO?j20sA_{<%qm&g zaDUfR+I`d&pxa%B{ZBXFk zwVVs!-FY_Wv-ZkxgF*8{eRF=G^+;^3{Dx@ck*xKJ>?2x;q1?eecQ;re=N%-yw%%1l za@E3|Wv_-H$|cs>8k`1*VMgML2yJh~puRrro`M`guKPCIFg*;in8Yaz*6al{&9$4G z(evjHi>;~DaaZte*@bJSvq2E-sU=w#p9tzD+@27`M?xLK#$%gzCISA0Ew&MYg3w4{ zh;B>I80yR(Nh;GO^!(vg+NE;10#J8ST+7;22tSxB?6~350W=!Z&mG7VhMLhg#ZNsP zLmBPM+N=5W4D4;|L8fBzK{|EUNaqR_c>A23`lyf~P)a|eCSn(joS1e@d84=vIU?sS zkP>BuG@2A@bt|kvWMb<{q^^Y^;k22>TdfR`_0^~NHnMmlx~#iPi}~abnl&dbMrwq? zdqPw6woM7ZxVhxh+KfQxaIjSW(bh2F{_JDc<-R~j80;SrVQ~z+ycr^ORbn5!%bOf@ zr1%sV$T-P;-bNTQ?x3}(9i|19sdc-K66HeD;9XrCPdx(1Qg4MT7!|@}MRF}xBtxK} z(Ocg?LI74P2x?~%PNN0~%^q}QWkS-^XO7eH-vA})rB^P9pQKbuImdPJ z0t1Ap_T8lqLEeb#6Q-h>SUKe1zP|s}_54>KU&Fo+VMm3+Fh7LmGh0|sde0wImOM_U zz#tohDeqV=Ni`)9i7ER#SBexE3Si3ep{@gYlG&JY+W888%aSXY^0u<9oi^4&m@-+h zqTN&XGnjId#DFaAaV1PySe_+LeQf`K;@RhzHdm>mGU<-h*Rz3bpNx9|27hjvVH(Yw(GR0%;p|s+T$iK=b26wXo9@cy1llbh6k5kJw*0 zsD3&Xc>1qcULqL2%>M6d$vpjN!+Ik*F$A zvuo4vNAg0rYoL)R*rp4VzKF{p(-(#*`zqeQeL9IMr4HK2-F*h0lcuV8Rd5N|MbcPz z*sH>loJTGm>EfVMCyAshIvUvmj&1YM)yGFv_dYoALy;9R6&IH%RNX?3`OKm zPd>;p~&hR zrFb}V;I_bqr%x|efXK7JChT}2ln8eo?aJ=}L7k|i_zyx*yMV@1tb7DzB)oQW0!=0) zOx94Dc$yFTty*uoEmMJMO^h8^4F$j!;q-jloM?o8-J9T1xpjzAPj3s;VJjq>+9&t+ z!PSUH+WnzA;!q?2Xn9KI86feA*EcTr_eRtYO&OCNMCWgh)Kqoj!yvoj?MK~hdqG)W zmMJ3bZ3eJm8+h&Xf!J5PEax=||pgnH)WPW-iY?5f%Dmj}7x`g`oUN9Gc zAGWUTg&#*z2^Dt++}>ux`Zp?@(vvCxPwSII^j?KffG?m{H4Z&K0i?i>TL?x4M_fL* zZy0sAuO8v)Is@D8%)PNJ$_J;yO9g1Xm0=L!^Fy*){NU~OBNilR{<670QS>;hLqe7_ ztYx#cLh9BfylgzV8u8%2Tef;C1Q}u7G;?3l5Qz?NR*6gXM(nPB6ldp_M-Focn|Bq3 zLAE!d>!W_33i9 z%eyq7H`z*KNFV?M?|uxtc69t&%j1^txqo#FM>T;%R$v1RVb-V=D|210al3Ck;%V_ zMnddf9lslo)stSY}^rMmR#@(SdxmrlG%jlYBJu9S&z+UxClOl4z+{nB1TnO^S%G6GY z)c_HVe^gwh?v04n@t!>+^E=-DulI|8HJ?ycX~?=fij7|@jIW9ww+_U_mk_~E3S%U} zn6mqsZJRl!u<=V+hSHW;3>%ML6RcGvxs-#!Yf5!a6RBLql$RA+a9MK+W6F|qEJiOk zW@5@O$NA6FFsWk7RIgMse3l=;#M{>AA1;XA#_H=HNMGId78`G$uZ!GT;F zA(x&EVnVhYrn(&o*+`FXn^8{&I%cuGCLaW0HO;+;?DwWn2JQ|rdwbCNc6ss*ZI?=5 z#@e%U;M5g(+veWx3iSFdZFS+j5PJV1#K0)hC^U+CrhTdMlV>K>x__*ke0c#NNx55L znx_m$&TN?tKE?}jLelc@wTvNCI%kD9o)c3$d$H{xHThwLe==qA7>ynxD;>a=<7bPk zU^)=!e;tKX?~3d-Ne@GwN-Ef{&Ne{0nH@y9G<}iTnoVcmM|ot~`~9hBNyU)p;|XaK zD~OQoN(wnGMg#D~nDFY-zQa&?v#G1)wFY>GewF^LzCApz6fwzT(*WfH@@;!=K&XG$ z)_2yq4N{!)oSooShc-_S&z%&_hJ<>@w?=DrfX!m0_v>!Vz~+O)T~#gCFl+XzW19OY zwD=6EQ`J8F5cS)0_>X)`W+R9;&)!M6b=ugY91@OmilEvlN6(4 zzEtM{7(SuOFQ5#&a*k|zDa{3_t=iM(7!D(sW!|sxUb_KlKVD5%3~Z4N0#Ru<9G=?&(I4u_M~y1PAE_W`aVzOjk* z{_yI%f?D34&LDnsNBYr%V5swIy@IE4GI+JW-d6NXBs}giyj_Sq8Bm2KWcif}LZ15! z3eU}_P<(v>1X&kyU?+Qj^>Ow}@aBc&2Y#H*;9M?#H{9z~aS zrhvr6ZNYQBf^c z`LU!;7)tI|S@ueK4AnA=9Io=ogjcUG?_TR%00=d!6!uW6z>&G=+sqn#fW$zM`#srV zWZEDcu`AX?Ds}HED<|3_l>E-D3{DV{&@0fGjSWMT-;K7P;59_bB{W&5czhAE{24OIh*)s4+XAB6dN<2Pj;}75Eji+sv-v#_5RfN;jc0-=RXT2d$vcO)E zgk9u^(dQ}L54=7`Wq_Mhy0sV3`8IFujny0+WT2fh>8c=-3*V?QZi=RU03@OylgZUW zNK}(|w#95125~@Znr+b^iG6mBLcFFx!5} zIHIBwT&`n%71xg5&qcghAN;Wc7)VQO@GBLDNkg=@g88E;-X8j8goT;Va3-kaWNra? zSpU#dkwFDU$ne%wk@JCO$59K&dl;!@4BjVcsfVaBJBXSj+agWJ2YW6M0wm%6dLrGz zFvNY;-f5{31Eg{A&g(69zR39MmZp933dp~GegCWL`L8~{9h)-m$7~G8#BWIj!rPXP zewcD1Iax$|AvT|QoU+%gKQjU&7cY34Zm|=a|A;#>a$Q)7%_k;ClbuywUB=+06%M4T zh+^}J(tz&J=yB}+-C)YT;#3lL|Gufp5tSPe_n&z7Ii|f_r&n9+iq-e>8GG{=GT8GG zyA{^50ruE@&8#U%r|Tp(A(>U+rEMCxsFI5hEC)l_mj3NSoyj0G z%fOO5tqxICfl;1GogLQz`L8S3DRkZ26f*3PX#bS{)yJ6;cmiUm#g$kii2vh~>Zw8Q=| z(Rkok5kwjk_;}qX0CAM7lLCx%eRYy zX%w49aAz}LE;N0 zJnflG=t}&|vM0R&!1^jPvgsT+$Skz_Qb8rSsbfyH_0SdQiz1d6j_m+6`gwH%G{TTS zTSxTv_z0@{JU^SbdnSB9IYrg6xd6~!JM@mrL>a2s+Z`V^;st9;N_HBf^V74NLNDJ4 z&_n3oj$D3kWs7VZ=zZw;1cjsq8kO(Q3`3}^wG>CF4UyQI^Y+)#<0DgN1n)f+5L50; zy9N@&VX4~*d2@zn@F>04S*P1LuGepfSnrH*u#xpa z_NTlf?0%zwh;=2OyM@jN&xn4CQFyZtP!;tF2^jc8?-y%w*Tp)6J92YZ*{%k|lOk*# zvgXMk@wzX44?5o+mdvK);7kTGA#Ft$FA2ity(3f)9j8!@hjn69Pv^h~qCkqBtr9eB zP^&7nyaHc)9_}>|=>Q1_Lu4SCFzo$cA2^Xcg5r~wnhg}ogmtS(k>{TIfVZGN4{9jG z2;scjSM^+yC)?@vr6+*5~30FO6d3*VeKo1Eo#a{rkv`vpu>x zA((jMP_g2+c7GJ6+;QXfTJs2OJQ9_(vT}Zwi;-8qj@VBWh26jFJ}uSc?R z<7sZJzMpe~Z~rOf$xed!Jy4$Q)fUDJkzi18^Kfz3PDp(+YxO>JPY|so$$FY23^w&A zljaYkfROh`J_f1nhYuviZcH_$fQu3{PLD@~VYZiBq1N&#RByNs6IpB?6h71>Djszk z+_|4iELTws2Po146wBTMiaRoa`uD{k>G;P}-M*8k&gMHxT90#JDYt4r`K`-f4Gf^E z=23+t54X7JoZFXvvvkj39C=gMp3qrVFC2`J7DPvC>CwG$UkBQRXh zav9?I240Hi8BV0#0M8fbCvu+8gGHo6@j-rF;M1i7lVCz3M5V`{Z4Y#UA(C@Oy!A71 z*~?F6T(>;`!z;J^IP#f;&)1sg*XS#~_Q2NhgyYO9`@nEhU~6#vPDmg-E)dn~0!)hO z%1@%d-@43owS>zq3G~15@-$K24;#|mb=K-60ksAxrk*>(P49t7)o12KiJofi*+?qyFC-zmWqDjbsr0Fe1 zeS0s0ho4SYz0y&IXT-^q(~Ee(i0jMKgEA?|RgJrnMQO&!tyMDqOaV>^(L}WPBL_8P z!lg*#np`YWD4HiF-MSf3E$szzmwSTC)*|8;W<#NZn3R=cW(wE_X=LoV_d`*IVUw&ZblHuSmbemqKEgyV z!+LHK#o&yj?9tAHO)^t9wt}}on>|aJVOTLdyD?X>LgOt^JbG)!;E))6M=lc(NivBl z>wUD!CM^dhhKyB6d0qx#OjLz!k5!=hv|Nz5ARm~%`K;QWF$Eb<6lHi9y%8CcDWvI+ za6+~$CwSwQqJezyb2`3SH5QRPSqbJUw;{V?8MkSl4MO}TNKg0QR7SF9?BaKn?}1|X z8RVW-L;)0c1Milaop7Ry^-#%5FF-XwPC)cJ6h_=vzgs+)0wjixrPW33hv)rdm6Y9% zfC>E@HGyIx@UbJTktv!&g}Tu3bQa`6mfF2)?zDG+a63&Y(fwkW`Xc3&fnpE%FtFlE zEwea$Jgn!lk6;Rwp#0u&%hT3KqodEzp7(CIGdPlJNYw#luM<^teRdu_;N^nA&n z>V8tN#uWYicgTgBJ5ESMtB&+|nI=-=9DZ7xEEZ8NO?jr8zYTd4R>6BMAqer3aBo$6 zsf=i>P&yyCa}TsmZGC)N9sRtC;+Zz(Anz2KSCUIGVpsK!)fMm{B#qNAG+M zs(!lPtj9hDvT7fnE4LDd+r5KXddEq@)Shj$c^$dvbTip%IPoDUc0Vuk&;Y}@Kq0bo-yD55ipLRh6_6xP28!$)QeGG#hzKlhR(molqSUVwn z)HgkNEQ1jfon)!AhPp_d06`i})*i^qF)NqT6bX{|Y}{76EC`ZGa5LXL;|X5YHCIf^ zgux-fAh86_BcP&j3~{j84@Ylgz5GOZ1gvkfmptPn0$<9cUMFdoLX{XMO2EE6NOLov zlWFueSa!DfxEfUnd`5B5!xQNN2bT@&r)rAB-NkFSj0#Vo(iIcKn^)yR=?yBgnfzCP zh6i~URgx+U)aQ!d%*7A%OQl13tx^z?ll$mwmYX7+r38;=+MSSVL7Ti!GHD{skKJwD zBV!Td%}eG?C3EDAK)Ao!Xb@s09NuEAu7dpA*Z04=p8x9OoAD*MYY+Bd@&SXnti#?y z==kvU9~T?H^~Yn_{AYVan@3q4HlKJeJ!5p;0-Mh?TrsDM4n2oyzbR}qjI_KmZikU1uNtien)^2~mduMkM z813E2SNU26J~y*BOAHkRN3LC!`ko%4=vN@=kXz zg+;_7uOf4g`dvYP?<&L*B;FE)OqIzt~^2aLl^eIH{0tUsq{qxLGC+#zEnXl z!SmM6*(>OLE@gLh)|xPw=c{Uos2l-JbI#n?(d(I&>#dcC>5c%i*1V%MLL$)oLb0O( zdOsJDD!YQb5xph5Mt`K^{cS+>=qmSNf)cn)EQR#2Y7aQRk5Tjql{jRz=p=shb`o`A zE4N(Qid-m9m%zV+3+{}_Y6VZXFH*rBo97}NLhT}gN9 zV$obzOn>c>Au;u)1!yX!i=3{mgnRC5#8UI$!7mS9T3&B1`01@W1G~tsWK-&5=GtTy z3|G9h=Wtj8u1ax^c>9P$6E@S=cr?r){=&XvzgRSS@zHjzj7bL_^r(7prdy#iepw#= zQ!i2;P z^}Zx+CO4g~Zx+1$mdxU`Y&kG4%9RLp7lqNDr#H7hFaob{*0k(V(a4kh)SZ)MdT3Hw z_%wlm6?&u*!*lzD0xG0=gA-dDjCht(=?_2MLB4|I6GLfk$m1wP%uGiTJ+{%ydj9kU zB-F|tyx{2zq(eEaV2c|Rt`zSJrnCbTMtXcY_@2-!wbE4bLo}c=uk3fb>< zQR>y^f=Z)9zkLRFB$=A5cF*}_!Dmk^#2YP2fZDd}PrL$g_%KkKIf0!S9A*qa3F>I{ zu5Y5EBvu=x(^$U~#KeOlgTpSAsWOO;r+RTkC!4<$HKI5V;Jcw}BuuEl)V{9c^uPrmMY<_WDKruzU@~U$MsJVEM`@2=48F z#p><%IWFb-=UBeiuM*=^VdC?D>pj&czlK^iEMI9`QPmxKEZ=|o{rkEpF`#fpf$D`qxUlVXlFei-bZFFtdrApAHCwLb>ZfL27Zp zB0QOxI)D|PIsX)w!DU<0zMm>ITc8xm@XuUPW$OXlTU#^=q4khq=NUoNqg8MoHZpSG z5rF>i%wl&J4mfwVv@52!5U!NB-nk%N4c>fh==+2(1?dgAof>jEz_S;ZqZlf-Q0FBL zfw7V+QaN%?PC_sVsjW2@n3WkJN4!@glW|UnLryv2a*#UmS>r$Z%`gGI>bFp;I%9+Q zS-DH*EBz1ws{Y&`q=0TjQu;fW=%R%`?roL+?1<%Dfvc_CHhd&3E-d2u2F9JOaqRFO zgv_S;RAk{6(8k=~jW6~q92+_5T+gozm-OUgB8WC%jKgPQzEn-PrHyav0IOi>FP1`9 zi=UuU$#C7~$w~C%$}n;6Nn4n+PBa@MLx6nm&{f0#H%?Ta`1P;8A^#EXPn7JeyM%e7cqoxwpcaV(yh}+Q40#p8kV)P8$6ZxmW2$?7>eKF(jj5jScdc7dX`d7D;xIimaO4f!TBpH9 zgJck4Q}^qIQ6QX+y%f2y7zduqtPV|7utJU3-Y+-veoOW}TzDm}UJ9EYU7=Fh>jC3! zlD8?I*28lSJ?tXgt01ipsxa#az^?D@wIOXdfQTW@0p=9KjbIBoewk|Eu4dU=q%H-Y z>v?qz4{?F<&aY-Cc#@FY$UN;AHe)2j5M!#A=!C@gc_uneX&{~tye^*f323T7e(^M; z4Lb0sXw(VtLvdA}jt^25Q0A*^?)QRxVT;dz&^exXfSQM#ZO?kb-U+^D{+lmAU_#i3 z@bwq)#Q3!UtpP{!?FbtV{r$YxAvFMu})p(%iR-<36f3J?i6YbVQ;`S8F=H-9{^Cdu8`# zyxupp5u5rBoGXB7J6ae=F-NC!Jj z5fpRHCDy9121=SoT1rp~7D|(h6Y+C`zRO(Xz%B_T=c>Iw!ZXIyZ_1B&oDe#rah?uprU1@u3?fB#SW^Z)Jbvrwgq@S(!a z|8opq6Q~u$#t)uKT=hZ3-pBg?d6TTcr83|cQ{CD#>LkOir-;(;@sM@E)-xOgBsy$x z*B$#WD}79RP9kuO!)=UP{!A1cZM7_X{$)|b>K{!7pPi7DQK?->$ruzYPy zi_WkcV)-71`AfW%!SW4L7z$Jn3q1Zj&L{U8*2P(lF;kj7UBdyE?_Fmb4c9>|-!@{^ zAor8}$Nsxz7)FuGaPgsaqvEhT2WaV+IZ-uaq zL|ct#qYfAf)X+{)O2J;^vxL9j@Pd{FW~*-+Nyxc@KSIZ*BuIM_~x)Hu9wT zl!;ld8O^v{{Ll%ktpz?Co%V(WkS+X1PZGG$pGk$v0-*$MsQg?;9H=Lwx!qXK3Lo<} zW#Bh%OI~Q2bo*sm3Nv`O-ntj{0NRPDXMJP!@R_WgfYc#Ij{>QMU7icTW?Y+)t`oSR zFXh|9Ptqco8QI>&P*@H2x7Fl``J`Y@pvm8IR!*SPxgXj7I0@OlA>1gXF-8U2-2^rb zPUt(eV|saqI!f^HbG_i6fSQ*?X4#Pq3J@#u6dm+Kg0xU1qCo+r#Eq!M5BowDnuX?h z_YmMp*kT~~98;hFBRLp4Ist{Gmn-L7ydm?ia6$GvNx&)2(_XeX5EhlI%-pJu15Ms> z3?Cd>;dyCtj;}o1lIMr4rYbI%!aucliHffFfGanjO7*7H!@?13hPvKWuvj@;Dr+JD z$(Nxb9ThHMY_9oYxlstqd~4lYTB^a=YL}Pe2!f}GpU3Mgv4bxk9{<=?O+w*KThrjC zG1|LG@K`w32|cSxzVKp39gV-}y2u-xfEYM2scx|iI`t@H+HArPX_#Mo{EJl)X*Hip z47%qFO&%+xoQ`-6Ue&7aZDQ8j&gyc!Pi=Dnhr^}8NZtopr#vku9C~qXcxV;K7dOH(PXTCseN$-w)mT zN#|G3po~6~@p@-}@P%zsOk@WHobnhW?2Y1>gtDf8mfTZ*PoAbIuWdU zWY@^T!2zr!vvfX@CZSJpstcFz86oO*!C_B#Cv={tOQOb99c2p3HuGOgKyk9gnvVyq zk?($nFlnS83O~)_w5a)idi&p9G55uee^a-A6G|Dy>es_5gQqd}*!n?* zs7*gpiC4$^!rq&n;784NjA_67X~Z*P>jNl>!bR^femJ(L>a`puH)Hj7EKrv&#kuI% z{v)|$QHVhL7_Y??P}6lL9qaAwhvuv5m#}=9*y%;h>#=;9E(W;HGhq2%57tIczhLz? z`Q6wp=@Bg7`h$9$a7%3c;EvssIm#Oi$M-jO6sr7IDR_*dbM>4v)UbR5Qrjo4{lN15 zCnos+z9@agr}{jCVVNwR8TlnleLlZqOhTg%)D_`it5I_UhBIia{zee2r^spWYEK8! zO6fE$#8FTgPvA7aWja{z!SDRwEC>taD$IU2-~*ww3K5p8@8OwM+cS|G!$9l?m>(TR+JIFhki8_A-sh&yJ+W|2~l1I$D5Zry3vCcFba@gfwqe zMhoU!IS;VuH$!LBq5IXt2Y`_*F@DFF1g*S&W|zF+2p`{~DCU$nh3x$ZmhO`LR~_jG z>YwPJXYkLpxq=>dFE1Ewhb&wf(Fp@tONmAXc|OpQKYD0{{4t0pdD~#A90Wh2kq5q0 zsbKK>rK{lsk&uL)3U@>_6>#`fDUaC-!aSk}UwN5MfP45vO9mI;W5z#jg?_#;2(+@7 z*|Uw?Va-j#Q)HvRfO+Gp(5?FG@cT~%i!=*dU>ZwRdRwjKh-&~hK!17U4U`^-~~IOoFwo}=&Q=C?kuGg4Bj=7bwauBw-! zrw)S4^DNbz9_gUh{@w2OET(-S4kFcb=^*_)s|ksOAiUJV#}TBC55BTIwtc-=3pZ?q zsk+vN01m#i(-qlvcwS|_jhb}_#O*WGJ$)wxyF%ZS$qwQG=`T3A{nXWP@a(mAt5Yq2 zv3+?o=Y%Y5tzt5qAm;+nWAu@^Pg77h{r8ho@h0fjlq8wvJqKj9#PNJ6>vxB}NkMlTxQeOhP0{eHXB^!R91#6P zb7(-M3c9V~@^W-N4C(WWFrSUTiwdO*@VCE*qp&8%-cVyL#P{vt@w9OURD8x$z`rz(UEXV%EzB~zX+T+kj4F) zCImyWuV$-7P=XJ{*tKS?*b|10S+F^6EPa2a1FBccU+DNk0HbV;tdwMhAxr2( z$4B1ez`vv>@ugV}WT3SDHF5tFQ0o8f8waH!(YpjZwG3X+^-faY{FM}RpHt=&-yd6a z(vG*FKN`~?kQlebH|eAPv}B%Q@^I8kvZpY@?u5bup8{#Q2sFB+;y;vUifD8qteG*P zDkn3K<&sPUxEfm5w=?boMX1smNBrCX*ZXh3Q!Im^(e3;D#`Rs|3I+(d;yB(0e$mmrGCCF${KP13mhN+hI=R)J!+yE*RfQ z_$(uM9Wn*H=5PqctQYBeuXH)D8fw0|eS&Ma1&k^wP~?Qm!nN9qn@0Dz!BiY|VM%2Q zBAl4zPQfuno*F@4I+GmG2+i3mXT(*IcG1P86{c{sP_rjmU3nMDrrvl#btMAL@7E3u z+iRi!>HYhE+MoY#Z(n!QS9+fIpksXxZV|meDuIn38qN|D%)G(IJ9{`|+aGcxkNxp@ z>n+qMvGKuVvO^ff-8Y%zMvwt-0jpVHm3Hsn;dtQ8btgAbgZ}$%^@~*E~zU6*ub+wIHzFWq8_i=Zy z@z+y}I~I76wa1?q)NH#ec%}UqmtEWYD=LHKo5MI$W$_2gmo~?e+`kvgx6UncKu0bZ zs=i7pxDBGg0YAx3SC0?0;`TCrZv71K${Wr&N(R9SN0?MAmkn}c%cfshL_vkY!#1R*PLh{3&DLg4cK;POrM9=1x+yi?Hr0`w*&8?UFeL$&>_zY|h_fncN| zVQUfA zx`?%NTc_Y%Ftq-DG-an90Y>~v2a4x?pyq<<@1q1ake_{DVB8}J<|Tt!w#>X=oItD`=ciIq3St!b<)_GOie9Ov_U}hJAU&dbA-M<@L^rUyqD~)kITasRUrS+b46lMBS^0(G zq;25ca>RJ%s0^G~IQsj;l@~NV5c>0dECpS$%lXT(XpYV?h`c*AcR;wkpXYdsZlZ;K z0XN+*VMs$C#tsCZqqf4z3r%S%;pcI)Cy5xqzu(j1@i27GJpwmq;X3y|} z6G|heYAD@6LC^K8k-S0huS%}~1Lpb3<+o|fY(>JGO}sJLARYX?Ii`8%njrkOs~}^l ziw|}#wHK%i)IyRUBMSO6L*U|p-5X<$b~x%laCePz2cXZU#LW(v_`^egcMFRfhHS;6XUc<*Havq>zU)9t)b z9|*C0*FN*4l-6S7hhCz+#~*dDd{-sDuz7A_`L0colE`(vKfd4m1KXUW&se>63EpDj zyo=?_>zw#9y0-e*|D83+k9#Y7jQ@!V{=ctEX|v)6-Dt=xFtqtZGZ9GQwby)Y3xx@< zInPw!IsSXx)m`t1 z!Ty=;^EtYmaO1^=*Mc6iAmmRwv1-o{M0-yD6FvAaN6X!SDjPw{+7rJN-jINjCda&U z^lk8qNP?o=iBEuc5SEvTYQXYboT){5F(6o)Jjuhfj?~roZp>Fl6yVO?{5#hMZ-c+*}Qf!pvn7gTo=)T9p=Zzt#^7;hHDKd3b z-um|@g|`$kX33sz<)B0at6blEQ%<5s#<2}8m~|kPWF3v~=NDn?*O61bn0X|B?lhz<$R&`XCZk{|!I4v3F_6aDiH{<&WLAiXLt84bPJR@F@&iJ` z{m!RBsBY@Ux=APW>0%|E4wwdM(b1pSw}xP>L@OoD2|QTRTYa&87-94b|7!;mF<5uh zJM<=MgDST!x5;Db+qK_r#r3bN!$+Trn)!9EgGDBRwTA_1h&Uvc)qTqZB@ax7aBtfp zHD}lSWg$7_Y_O$G7vqJ9!vo50Kf8%07JUVzb3#zp@bG?MmkPS0!=oh37Y&E(EZ-1r zz6CB}#eXNGL!nn5`Hb%R3m|q@i2spo1blS2qDHK~0GvAUiH?Ci9^!Afp7IUGjBzkN zl^+lhgPs)%%fH2l0oU!r^%GQ`aN@*N;~3K{IH+kTjEftBWC`MAZyw^q4)2bdC|?96 zpE2~_6d(cjNZ|DEg;pq~vC|ciKL9jcYV8TnYQTyvKNp5xQJ`VzC}kX!hOY4NzGO?f zi-^QMW-k1+Mc3CMNb{!iNTI5B7ek(iGW?AamC+xYN$NHsg7SuW2Co63jg1&Q){^FAo zK+a0u@4bx(D$e2^yu3mRnn=|XCeF9PZ+NR|84RC5EZwjlAk%;%n?(a&#$sTyqCiEw zEDh_AA;!~K zRv^=Q6%UoKWOaQisRhOMu5ScCi$RIE!4o9A6hQIx9_`H+T`*_#i)3!~Cg`DDiqJ9| zf!j+gX>6Y4Fm2^VX3RG!I8#2&_nU(r;K!ubQ%JT$gWonEF4Rqd+r++f@k8p6qW-JR zJsl}PLHcx7-zp95e8THscW^{LH1EjbS!~hD;X%xuY7G>-+hD(g{{lH)Y|pj|zk{Zq z@=jXvh9VymaZ(&XBXqX$HSr(2X!w)zCikh3MBpg;i=tyS6c+lXX6dTE1mafsyg6wR z@MMB~6OUdY7+`)4*`4CymlJe>)|U%FzIP8^TaOrgb+Nr{N`VA4iKL}1r+32e2+roC z@mY`@f1tO8*=27?B;OJ?N-*@hQ0tB@O zKS^I|!0#n=D`|UTKysCk=W|~gYNgB7A31M^xN58&GVa)+@2{fxB&;#@)gEeu7E@j* zusdB);JGF;(=Zpfvk`)Dt`v;~iK?Uj>HYhE+MoY#Zyy7_l`u-f#s_>khi#0N*my`O zS?F5YYWT6fHzhpY{Tvi`jAOg0uTm9=9^*RVy?GfvY`lXXw8?AVICyM7H5yRq;DU~E zOkoYxC5_f&O#4Hk^sR^bG4^r@o;gXaiZj1F<8{Ex#fVU7a()>~cPR>9sbfc+@gC<2MX=)$bqa zWop1`<8?a^DJh_M;`Z)hQ5sUEJz}0wzK6nB>9uXN?NEij+*yiisz{zkxJ+ux3;lYM z8SVC47daH;&Q$b=Ad4-vpO5x6QS~q4w?WUMVV{a2?Lb8$P+H|yXW9vc;!AX1xOZLx zyE%7uy6gz}@a4Q+;r&9unzO)62_a>Q3F)r<#bXvqhR<4iirZ9mX^WsH2;~Bca-6(NNKP9`7-A5^ygM6`jow zh212HjiY)mfs~5}9!XXNl)Eo?N{+AybP&AFX`_gTiA}n109yfIEqLK}=Ytq#e&A}K zP7w)E$9E>0HtmG=!@?G4-p_(djZu50BSY|yz%+F+2?4~-xy|r29Kqmlw`{gH5^$7j zQ|-mt2KAJX_Iu?|z+)PSu^MQ=n4ZSa^$IayQ_7b2CNB-K3^o>6v6>+#G3pLdT08X8 z;y?$dNfBAmCOh*KdtvG|{%Y-rXrhH=4F{%gA&7^_#}QbnBj?bJ5%eGm{vN%2-H|c{ zBra;XToxI;e&6w1IUs+)v9XXBv91FsXGvkHMJb7x14 znJA2}OAQb;CIzkny&bt`9q^eYH4a$~W`D?+5yT%_2BF$LcU7ug0x0`jmBCgJL1zm^ z#uDeVV4tFXC;6Ho;Y=TV|zB)ue2Rpu{<=z6o@);@ah{VHNANF3$ zV)pw!gUhn4ODP6R(xx{P$cTYK{?cUBsZJQMb{O)WWfm0ul8-(cFa*E7tDT2d_%PG` zLXV~{f~ohr3%vV@fv`xQ1@3SwEL5S$xRpHsN*;_-GHt3uo2By}lPRL0BI5My&CoPd z9i4DFCg(1?u}To~Pdo_D6f z6YTmu#;xxWk}X}w_A@&o-Bjcw$2i^DrQ`f0R=?`YjZd0iz~=W1f^#`6RGP>BM{a+} zbxx%p>um`=?E}w5EMNDDDz6$UEZ>=}zlR@2v3eWNp_VIAe*8>FlpJVy5 z?0>YEp6xug6X!~KywMsy#xki~iM@+hzWx$#EO*ne^A)X1nH<9b8prQNo0bJuj2=w#Vfg$FO}sDI{~Bz7+ck|(eRg7VGhEJ&l$ zV8&Ee1$gA2UykiifaeZU+9{8yf!0r7E>+=CICCYnNpEixs4X=})#A;;Xwgc)`-K$H z=SVuoxmf|~r7*CxI8p*H`BOi}=Z9d>Q8{%E)im%sZ=h3h!w5pTMCi3fiQ3VnV;mJy%oTLWg0`M^2pU;`KB4K$RKJ(A zU_k1{7u~!SAVd7h%yNwaG-vLK47)}J7Nb7yar2JC+Zs|5Z!T^CRPcF-YIzn4lQ`r0 z7@dbggYv&~f)pU%#aETli^a#mutqsg0#&A z*3mMchU`@mOS53fJoD2hkE(z~oa6_NFa_vZ#P+S>H8ohav|lwi7=bK#4g5nHn}8u{ zY3)h>EW}mjJ)*in0pAMD-0Q~p*R(6&9jB)R@dV-ygT+HIS)yu$r(+7Ue$$9Q^}rBj z7Yojq;L8JrwWZSXcNwVoQ;@jBggI)RlK8V@Wrt4chh|W_E11#Yu6l_Vd|!WLybqtYJ~P<|og_v1MQn6@SU`OgR?xS5wddw+TerkQ+daaNoL z??gLl!vl;UYdWWtv5Eqi8V}~%7|KBReR@PX(ku|UuEMFDWII%~EY&zNcDu{+L0wk)UuL-e{ANo}zXD8^de&BGzz9a!*$(rh zM_^PiOQKBn23Wk#tPo~>2c~w_$cI1H1P1y-r|>m1kbac;CO)qds-9#EVn_Dqsf=__ zy_!DKTl?Xf4BXM#F({T>d<)%}r`1Rw@Ip40dhLW?G?94P4x{bO6!^u8ag*#@7D#!; zm!&)&4@b3JD^j;#1N*<*A+9NL(789YK1IG9?C-qh-QCWDT?T6;pI56un>HoV6;y=$ z9aE0;xir9LnV`MfdlVXTXV`EXZUHG)fxM4$bFeWJ|4aQPN?4J4_jEVEA{@FPbGL!^ z0>~#;Ug_c(hJ`k3KB9KhpcnS4tt1&iZ6*2G#xL@~&Yoy>c`E}Ys?CJ!8Cf6`?gslu zBX$Tk|KKm-X+<=iZsw`i<%T>rnKZ09ZXouY#;UtLUPxm=Wv7ix2K`U(-~ZG8{C|7< zvepuQ76v9C>$e2W%xGU9Ha~Y9AaB!1h&{G%|ByUE#A2 zUmxo+mCo$hWB+{NT_Sl4tp6ZQDF68gEMG~6d`6oz!()FAno^xJBq?yG<<8bS*IaO5 zd3v?9CLXFqQ!a)NM}SD#F{d|DaWDg)H$PsW3PdJfTLZ0Ga1@5U^31+e02DL`jOLH(`i!Zys^&(`vdVpW{LjiVFrgm@1 zQG;8!3E?+?48cL#dj#pab6{{SkX&8c2r|_@pEyN&11NkYa>i}XK<75%$7q+WkSqU_ z_3Q{cWV>Bws=J5T&-kwBZPs-+L^rQfn`evJZ}2E{#IFOBzgl~{b-$2Df1iYW?bJwt zUq7li1}|lS`1S>+xaoKZ`PtOOTMv(6?3ZuL&h+b-Jfz&XsH6!6U$g9mEK7D}_CSRxt z@ZVN|SL?zWB|0eqp~aoc$~41p+eCLE!Fn3Rh&qWn#u>raR|%(w=HCZ?;I<+rSDxyT6`!{sz+)$%kE&d$s4aB(U&{Ngwg)-oSn}SR- z$VgRBO+Y#Y@&)jG{6mrr&V9PUmynHVA1Co<#knw`zvvsn*R0U>QFx6}ScsTw3pD74R#FnoL7UKK zWxY8HsMF#)XpyS`-5mox$D=60Xp-TC_0kaJnck4_#^~)emKT>pmJH$Q9|!*Xl=9$! zmFJMECj%Yb)FDo`w?H^!W5e5+_|)sZ&6<$1BHEGV=8!UXLw~i4i%3nCQGn&7S8tIQ zV$(kS62mQny3cukyR?uDd!A%BD80x5T(Q&DSr6mjS)pRtORC{ON005h#no8&om+Fl zE~gy)fShC5I$7{ukyY;YL@ijP+8@^RmWNhejB88YG$8b3Rdtid2;5=E6h}Dy1Ra5M znoosiVXB~guV&B%D7np5yEg{msD-YF(zzLMxA)Lr6Em+S zGHO1uwk;1DNAG;NeL52vMi&dH@!B9tzTo7DPj;y76Zy1`wklF+`)yQ_;fiQQPO`Ut zP(yz4QS@bqw{V)h>t!6Q_uT^pwA`?L~x#r&3hdW_b`P-OF6Fr?{v4} z2i-VG$?>wtZlMg=3j5EkRb%$gKAF?g^r{Mw_wX9q7%4zQ{HVEmM%1A0OhD|#r4cy5 z=kqitaT7DY6duLgI12-QE~kA{#KcQn5*jU-{>+on-iPor1-Kxt@y!S`9%!G{`teii z6d2B)v|rmcgr#F~HRWgJ!S2;!<(Rw-WJd|Fe_A$2V4%(NnWY^{XP4l3=&OL%SO^m9 z?cLB}++nSDv@#M9ZSp@I<%QN%eBfj!CLa7Bo=^Rs-v0mRhkpkbDb5UF^^4*G*^bjA z?0CYbMoZyYRji)b*>GQJO3yylml$WYor?jA$2hb(VK6ZI^D!0?Za%N5HGhotvrFtW zrLg|b4Gr3}#{HJdz)PmAtcT@g;OpMt#*}^rtUjAnVHWW_tGbWSNy(v`UwY)x=*+#3XC+-x?%h4bGkRi3zwV?<>jVq> zv3x0(m2bj|kShRN7}jW>AeEdT5O<)7=b^)|fw7YpE%EUL3y(IuddmX|))F$3mwdG#K= zjsf!mbWcZ<(jj47Wu6XkJ*WzPOGIH%3i0`Iq~Am~0sKTxE0bGlP&;>hho*oI6ohUk znn%t+p={mveusZRHto=yzV14d`owTKn2ZkkA6~uS8l(uMsBG@$&aYNE zR3Ahxvv%l=s?O$Xyf2nPq1>$pPiR~b-cwIyZEIoVdBzsd&F90V6a91WSs7rZO)D@L z&430o`}hJwvB2qkFwe4kI&5>fo#@y00Z7+Icigrsg|llBw+Lrj0M8k`_nRVWkWEpc zHA{#AFcxt2+nUe7iVnXZO_RTXc1>OEvcNj*Gr#dvh=u|BDk}+$YpcWh&Z@`4SLnc3 z2@cLDg;Vev4Lt!+_yO$pByltpEupx?%c}b48sI@=;)RZ~Ec9_QmNZ_{5|JlK)oPR5 zquK1IWz^LQsG79wm5BHwlsfcTFcEWJW>lQlUkfHz#DA7q`aG)`W_)Fz^ZIH&^oTM} z5;!UYUxWx>P8nuE(KETqM@4Z!p35gOcpx3p@Hi3iJZS`;*TVni#g)SBRUhuVwXMKL z{#;j#s2Y6lXC>cd&j7ZAg{DZtXW+DYmS3vM0Vp=Sr!M5P4(r}_r*7M$>t=Pe%x9EPU(y#{r}{^TV#vPJxJMD~RyQs?-F8L9)hrCb?Ba-{ z;0Uj4s}LG{pTu>~ZUskfDmyE8Ga&=xmF&=Q%;9K%x;@fMGNB&-{<{OVN$|mjhV)WH z87wP0C{kt~1p}?F-wR!C!Yj-DvMF*rz_*!_W|w~!ii-D+x2c|nyuaL^n5S*PVf4;U z!RIPWn6k9a>Q#q=N?B)g-*5t+paylizta$}&$c$9eIM|4QO;-Iuz}|=(_wlw_kjbw z!vslG7P6Apcc5KyL5xO@{+mzjP(!(S<^=^U^t!!3n@Gq770Q&xp0U+K=JWU_bAMdX zv~1nQ;Mg1JL!5lIhG+qNyDE%|=E}fOO7Xi7k27Fgh(Rr_ejK2^(|UHGIURDW2<9j8 zHG)Rp$ZGyf%>L}{tg}y4TEUa3D?jU5Z^8=pbLGXSF#Bm`^1SKkn}LFk-Q6EO4}jg( z5_7-r>+nALRb28q2H2I@WVzI+4sT>gzUlLz2Lk=k`$gw4?Q1=4`OaVk48_fUJ@{q` zOB9~oiMpW)w4~?9`SG(6=THdOWTz$aeqj*~H0+Vc-ht_&z9KSJKP;Mh`UsI}r_n}J zD%n4<1sYL9F#mhU#leuMp)jAMV_3c{QN%y~io z`2O=EKn(M_@}{b={TDhb)tdIev%KdNYH6;QCy|kKh7`+vw z;<7!6Y5@n@RaBoFN@3;E_}WFkPQaDjQqUNr1}{hjH6@`6oRxc?Q-YZ||$_ib@7ZHq?0MVx&4;;uA}GcSHwR2FaNY@TOq`X&vjY zn=2rIdgL5wttI@XHTo-!K@(H|retqRn2l7=D=W-?wnRP46Vh%s?a{(3f7zd=iYV}u zuUD7jBXnuv+0zFE3aB=E;Bf4gD@x!>B32C%Lq(zsTVhuW;E{BctPpoOn05_%eEn7i z{O03kp7JUV6tHIQ^V+7vbC4;tld2KK4n#M~Juig?f-~QWVJl#?&EGK&QG-UrnA3$? z7(kN$V$|ob8Tdp;L@S5$04NB&>ezm^4mY3PmI(J}faj<@l=fWIA%A-RvtI=Cz}IZg z*#i@=ZpUg&`BAO_=TQZw2y;s)b}2mTQilfcP-j@f`;vu<&rp?D%vqulnA}G@m>kgr*w*uMZ+$6&nRAHgSagiBR%RaeRxH=6xx}-*0HI9Hbp$=uU)*76fs&$!eV}xw!maOx>H=&X5 z`w$L~%Rs5{lJYIuDVUW!GTQKB6;ueS`InGb!cGN?P|7qNkhQat75*~|y{+1H8I5~@ za)22zD<+G&>%9`g_1`Kr~slb1o>!Q+o?x-+nO;rdTK{lDPW@`n~Vnsqq7m+uim#Q+l; zX>Vt+sl)EE?QYfTOF;aUQXOvU6kPNWzEO>SfGNwu(^f2&nElC_X8Q~@z~Ax2q=HJ! z@6T!5+2e*K+BN@S+I!9(RlW~v5N=dJ-=}*RO!*$6GYpTJo4n=GRc8v7YZR_XvpJm4 zzD;qNG_ZYyD?8Q~;xcl^ z){2|Q_@NZ9fqg!9d^|Qa_=UsAjbppj^EmEUzD?bEj2c;3emDPQMdR#a^)}2kuFwN>zR3N3EZ zh&`xp1)oZzv|1+A;jd>j(qzw>fbPx3Z56(0Sgk+?eAoBDruD%TXW0te47hToc#{qq z>c0%BvCx3s_~Og;*BLP9F*!kytFgpWUI{)3giMSPB zelKo)ixUSi=sr3;s}K!E@P=-qo3Sx1ZxQ4?SC z=!X?Edgd(UL{Q7o<% z>vL-9$j(NFN;>(8()Z9_*5Le&H}>e_?vB^DYx1aDD#U#(-4SV88kqU{Nuwb77LN9I zC#00Obx)2_5EaD{EUt|gK;G1tjfJ9eAo_E1BYZ9ce&5(eugv1XgZ-^YVe<^=cH`ty zdNt;}Ekb7NxmTF@$76H8=6Ng7Al&xIuT+P-;sPGo{7gWR7r%;$U>ee}L_RaL-vi%7 zJ@lgPuRxJRpLPOsI%q6Lm%JdO0WW;Zo2%Hn3@mHu&B9zJAXiQE^d#vLuyi&j)Ml`R zvgR+&`if})nU-~V&KKEe#noAW_O%uA+F8-ZF|tRoCi4Xrn+oXh>7Nw}X^zO~F%)CswjI#AgV3nAL*UvqTqg)r;rx@NC^1yC#GPB;JO`8_`QV8Js1Sk(|E z%QR(R&NDYSCD-2s8chf*9=4W3QzxzrPT4k)-1VN05?=#mUnz5V%Zb_FI##>&xzIFp zh_9?YeQzK56A-SeHmtz0QRaHjNP5VCUwK_GL<3&m8YlC|#7kYTnkvOQCgA?F!+_6| zOMqF2=@D?Ugv+YUu2;`#0%-v`T*tC(6t?DYvhk6KDqq?Y&`Q0$EVU zFE_H{Qa<>9*n7*cs=DocSV{z>r6g2Rkq!ZYIVWAxAV>((or-{jAT3BYk|HgLluCn0 zNLq9ViiAiCh~m4S-+3SQ|NHadoaGOtbO8q;6rYZv)yedWE;UN=X3VXzR39UYLakgLK|>O8X$-B-0|DoE^MR zc3Yta+JcD3b17dEi;?UN5yy_(K8U!^EJ!oX4P~VpBrc|2MdJo`t1)Yy=oV$GJ9nW0 z@+x#MxCL*bgv*!xL)O&MDTzFJUr|gw(VkbSyUcZ9bTe0mh~qKrlugo7-OL1&`e#ei zOA4Vyx0_+@nRak0B&Zy(;~6yk+Vk6d`4tdUB%9v6qzz}L_)GXH*nlgZfuFF$9Q?HQ z)b)Ju0q}$32VJz^AeVfKba@I3#K6r0R*3W8$>h-XWM@cysn>oCHJ`yu1j6yl99;;6Uyn;UorZ& zUELmNxV{3JIIfdVF!H+CoNo-S^Z?37y2=EzS}=TfFhe4Y10;4Dh~UZ3!Cpap-UE(f zF#EvN0B39!HhwrpF*|t4)j)@*%9NaiTT2+j46@9flLY+}lMX~INz8mV?;3U?hxPnN_dy52zJkZI& zH``0JD#$Icw}`pZ6A3FVIO)C;M>~&WK9`DBLfQEp>AM%|0Pa#>R1xZ->dLOwW9sUdo1uPvFH4|aBV1+zPPvTeil5fd~%>kJ_E(q zlBpT~ECCn0cP8gB>lZ42t`OgTuMI{5Evy4ai&3JY%xIpFJ$n4KbI?4|4e9==FeQmp zMiVLOEtQz_6E3UhrWaH|vg+Yijpsbk6_qV|FB?(hCnNIo^Uf1^iT1)xUxhj#mpM8a zv|b2TBu@3qk!68_M@ol0#)UAyPm=ZHd>fdFrx}wkD17`mA`7);3mbtPVy*C=YksA(lKWrnk$ z3f*|j);NvHPw(_5jC?on_`d7og9>~$ZSuvnN9x-ZhaP?v8H@nb9z4}fsitwlhzQpWRK-`sx zpN4|Z0du#fngM40iHhdzIM-edusJ@Lvxf0E5}rOaKE2rih;~z6bNs4?kA-8%%*wj~ zXl|pI!>s3RwLF}BwaE^K#71mB_Rd0@UUjfH^&8+{?S1{BZv_s>WVad!pM^0>-{i?i zwITmUE*i5MjQ!4dUfq6R3O+LVDtraA{#Vm--F|1!2G%@cs8`(81ty(>TUv$1$W2&C z?bd=bI^4J4YT$80f1=d=y&cq0LiuHL!g+Tj$GRCOhUrI*N6K5C?BIoEbwoKc3Q42zgH7%7e@1I6^AAf{fCg7l^|3c|d2v6MRP4n(+1H}QTXg>ZK zoF%mCiB5P0xa%%VUkulR99tDTjfdwz;`YeL-JMxThc_H{#pWllp*;gOwN~M2KK`hA z17=8LyeT-%pbcx-)uiL&&H(M3bw)I%(@-cq{L@XsCBS5S>Ji$ofu{=!e|S-91NjRT z{F5QY=$8REQ~yIdbTR5MMb^j-nNI(zOgKo2!|(z?ksj@>`NPyEhXa;(1FiGEA$-iMvP z^IQ-9&VI4v|K^W>%^@cinZEyV!SXek9;Y-_$MQ>d|B~@z1*>l{PEg&J)&ED|er|5F zz|5Ea`mVn|ckg*6H{8Mc4^%x(NhhVS>k(m0bZ93JyFZP3Jm*i=nWN($tZaF+{=oY8 z|MjidzlZB{ktav;A@C8r{E)H?us?l0Tw;?6V^T85Vy)tV&Ju%{1XmvHXTBuAzR(D) zDNmcpHx~bs`VlP4OtkktCeFbR3;jHqKlpd7S`(M62KLmxp?0>9DS_WSio!n{J zr(p9{UAs0rGT1|*^V^E!3ar~yX{f+u1Wef*QNpGJkbNh^p@m@#cxpN<(#aaZ1JRD{ z$M58Tj)73UcI^y$Kaw^m7fdOmd$6ZCkz9-}-C@vE4Yx<`tqwb}#I7j$rlhxKsSv=6f{ZL(pK>&aA_E-zQrY<`(dPJ}r;;9uE3oO}3+X z&l)nB(y8V-bwS<(x!oxbTrgy9ziLC@iyeGbVJnEppmy5gF?|94+n z$LG*rci^urxhpG9%a?rUzE#IKCRPl1bU8_=y)t2C>@V1q8Vl3{e1EH9;!{nUV!~7B zp98tejO!$s#gO5LSoYG125|jc+Hs*hd8k%7F3QM912EYeCl*_V;2fp31XaKyP_!fA zxc7Auo>Tw#mb&fyC3{pab>@J5*aexLZC#|+S3+fNbdzDu zF33AIj}xgw)I!8w?WOIGmNRNC&&>)U_H9 zT4|9w9D)WM4kwFjR{-VU1ARXw%=_aue8OLj9EQ67`4Z!J1(r8NJA_U!0+vq$-(Lj| z!0)yaS;kdkz}D0`p^?%UQr}1vHoK+(#ty7{EAoqx>sJ*~XJH3qY^k`QC+v#8XjjMm zd8my12Mz_q&bgws?L;kt6EX-#F?ebUQ=g2uf#{j<04A|BE}X~3tpJiOePFvD-T-dL zyjL33e+c!d?4`=-3qgKF&FvcAJh)03XMgtK4Osnb)uvru0^i>HeU3JxA3Sd;4CyVB zhmqxuH8CM$_y_hyvPnT>(MN=&^|m;G}M43h{Q{@g#_x{?n+ zX}c3WP%i^!@HoFnL?%pTB+BE7iU&95R~$${9%R})@idRM3G}UZ)@n}|!;$P!`+l#N z;AbCshhc*PCf@czja)Z9CVtpBCW>hoDt;!b3pu|6UXeHHTnwLr)$AIkXQ;>_^~i}n zh1e^Q=y{s?r(8y$`QGS6LfZhGQ%MtW&l>~h^nzUlQjK8r)H8Z*33(8FQIaaEu^63E zs6UJU#vUcs5)4ntx}wiDmy#c^DxvGfpS$sTT#((SXWg|;h(7xetb7Q-)L%<|!S_a7 z82zWq_kSwS|J%>+rK?$Fv~>QFK7ZTZTSs~Wn@MLzX>oAE^7U@=x}0E+<-7AP z*z@W`EZ?sVqp>@6lSjWV77Fw|ldydG^hY`}i3X0whcnMPetBzng!z6GH7dCYC#Nln)cv)N*(Ia-rvq16ih zRMzTFy-6^j9{>70%k9`w7%-MPg zsk+uIy!)OH(?cIg0|ss1jmoHPa;<%dp_h8scL&~3R?F?pc5 zYT0DnT8sju%^5q#?a}q%a^LInuE_B>X(17=GWwN}I_BT%f~gZ zl&ZsC{tysGEvEcurHk@mMj-tpv1AztX3zR!ERYE^hs5ZO1LHvf88Hq!ZXQ&cJEN!H z-v~~KM}+Znw4o%f587v*@9(?@$GzNp_{w(NrFmdGOBO(`MQ2Ms9&TrNns$*IG) z7$CZHF52-j?kFytmXl&n2$`xr*0UGN$Mk0ntxU441SRBjmFI#ppqR16ug2L#z#6pZ z;DE`mstkUelI+(C_AXRi^v5rTf?7mbK~I{2yfCS+U$+8O*y2{W(8UbAtbg3!t{#Fj z8Jtr;64yZaz&3HC$Rt#~oAJ0`mjWK&i~G2pp#}wVwcm(Uvw$ncmb$;9`=QYu?y$-8 z2_R)rO-c@pp!%mXpE`0>K<{TI2i{1`^GV=iGyTy8?TsWQv^lsU%1U*H*OxR^Y*4Z6gf#1c+G+i zxKlG;T`9rLH~JZ+jEI)O>j`FS_tr@mM*r|5XD=xn#{DTR^g<01#T*kVbUqEv_vAk( z*z1R`&F^$!#whR^{W5*Hat&^dz8t;jB?matT1$ytiqXy4(|Zr)>`_G;S%?_M9`vKW z5t(kUgtTszP6S)JAYMh4oBi?-RSWktwW_)!vflkp^^ZdT)3^WT`QksdC!pKRE9R@% zc)_W!W0`}y^=19?aK#OAh-0hM9N5q4r$dG&-(@d$TGhNrw}96rLXx#^^2 zV_1K9{SQh1kY?T){hkBVWp40JK^?Z&P*_}A{kH}tXr za^%5)e!X7vq-ru$jIY`cro_}wx-BVBRh|YJ!SBI?)Kc();7)VFNfFo)k!-537a%|Tg?i2zeKU+6raNBd@Q z23F)623&<&uFT8e_j8-whP&J3O?_}L6Ji-X#w^W!0CObr?}}p zoJ|SiJ9hjo@D!yezd@A@sgxp>dQ2*TyJ(19sC^o=|MG-H$F~U7&N+Tw?iGeaO0A}8 zOZZ?f&*HdcXB`}F>yf`PFbH-UO3ah#I-u#*h*9?B4PdAtJN@94EG+Ah^blMp1J{<9 zz=ePs_@`}~v;+^MuZH}cE`L;ppP$}stSJ%%i-gM&@?^!R^X7{Y5^7ttBO_wzHQoiv+vv?HpoV!U|ks{|^gUj#QZOUczE`w)Sk-8 zbg+HZqq5`GefUY0&xv9(2wanupO!eE3Df!E5)JSxLE@WJ}1=cKW_zBI43WC`HHD`p-|tyL?r}lzpo|5tQDcTv!B%n zJnfNxW=>^NrZak!?JJ$ctc0{%{cgH~0y6tjhqZ1(Uyab2f#d`RTq1#ruWCZlo^~%$0bwEeWrtW&J zZE#Q3QkiW;7M_|hS@0I81{%*X-pHjI=M;FkKI}|3G<3Cq zFZIndD?Mp&kl9$U-L(;D>?`1lsEEPGts-ZtUY!BU@|p$0^!0FuxalE@@f4_aHnXoc z?tpEJQ>sR%@u8dpiDHG23_PhB-m@=650Ys_-}YeQCDd=-3sEE(0u92vpVin^A@74X zRgQ;>K(a?NlY^-k;Zn3t+-dbe9d9>r8+@Hnx9*9sZ?if`ly7OSkHr}gOGzBxCRayE za(iyyaomu+^58w*tBOd8EITUzbN_t0gD3ow(t!oxrS?dwXsBlLq9sWz7^o`iWp`le zcct3DoZpwh+&>G$GDfKd77y4r<_#e~!tv|v&vn*h zjxhD$Gm;w=*!7#dPsXyT>ezY-Q9ZW9ck;3M6z|JtwaXW=e1|^1eP*13^fl6vA^q2m<}f=XYPI#ssdRzCNJ}cia;Gz3lCO0GQi)$ONGN&55KS3)u{%)2bU+% z#wD^2I8`oW;6b_zTG^Ef>DXi;@4b$dm#U`#^$_69h6`I z^Jnp0Y7xL=TlRbJOfd@A;MFO5;DVID`sDU^JEM551jRr%H8d4tzOH!I3ANtQZ}J+F zL8xS?fz;0hC0ogmto{^62Sm5$k$60$SHPJi&q@bsB{shXXrtlTP8Ql>xnRIEd0~wn zBhN;ucxHa6RD)6pBcI8EG$l0cXnF0+?hwAj$Dc^5Cyqp!xLU4oVqW_?w{4NIskrtXaR?PM)lRxtHwE>Y22G z2a`J+vu4UrGOIN}pH~C`UzuCe4${A>bMVe5`x)| zaboIEb1P?%2`0lv$tb>I%WBXsY!qLUoCYn@s%uT7OF^>E8;_^QMBufuo1{PSPJq!$ z!s*NHb+G)D+SaAfVIaauvo$i`4sDn#PFk970m3uZiHnbAAUnBs1XltDm@sbSDfFs= z{J*Zdo)~WhdBrYbEe#YJ3F#V-7#;cz?KX*o+&H~ju zLrUmku2-P8rz7gyu<+|BmqPBdtbu8#Tu`gT7a7Aw0VHUCQ8{8H4w~Grxrsac5MW}| zMhJNB!xsf9B5dKIV8zMjT(4^~ti`8%`-Hk4MD%EPa+P81@m+Pw2XvKyMg6wC)K@`x z;ZF(|EA?^U*4RLkRb2Z3oy}UQt;Tm4!tt))cq< zPJuxe&NQbNHL!ts0^m$^09OgwiQ_yf@FvN}GOqp0nE2C%KQA|nP;2&2q~Cz?H#nBu zh9MaJdQPLz&{_>~^+vae>^Y!kpZd-}c_@pdl5s69>zt9Eo13p}nlR$;KWI(CjfYP( zDy4g<(!oz3DvvwenDe7(F63Mc0wjBGL;Re{5N|6eN^$-v@Hk%b_F7aLG|`L6U%XZd z+|MO2CSvT}1~tj28TN#LB9rrSWquuec+vam$(&*ELyKjSV4xjNJ5&vLpVy%3ehutQ`hC~nQ7gzy`24MwOnk~s+OCu77=0U7M7qI^c|Ny)+44VeMC`Hxe}KI-+RmnM%n)=zPqo2P`y6Yv|3u=$MoG(J`55x(6Q5;UYQdxQyt=W}h1YmcyPr_);I8I>bE>%eq< zJqhdIAM~_3xOo-Jmu7~T98VF;myf(edZ~dU;KLWA&}b*_H1%YOs72t&?2c z9@HQ0|CuHik1D_82)|Lk8lra>%a@~BQJ@hc@Bh}fmNH2t>I7K6fB*mQ?N_U@2aojw zVejB>a*=5`P|sh+tmXwkE0)t=s4jZ~6Om`Y6vaWBN4Tf9%*sH;oc7xRjqta0Q->L2ItU7w-~;BXRayw3-uAX`eVBHsplb7ac;&?kb^7MFL#<2`eP;068gk zMUd5poLk*C4yf(x?H(6OKBV)4__y1I6KJI1!r?EUFVHWI!cOV>XW0DY_4mQg42Ra8d zVSQdH+J+kyd~n>dU<-tdOD6I2Ea6~#}65aj>OQF57AMsxL0nIA>B+VoQNhdQ^u27%{F^s4BS=^Y-K@Q_dA!vMy}9*v5~oW9 zCFhDi-BolzfjFTlNrSxT&#{vvUwH#zMYs3^MU@C3eZw(hq%i=dk<${+>)Zs#-sowp zG{?dEPsfF`<|;s1E^j00au|GgGc&c%DHBkbM~8o~8lGN z$QqgTR^8gCzJvrPE1y=qa6kdiNPfq-@T0KbF9$pV1ECSa*>(^8M9`)A`$-e!T^LO& z{&4pxX7{V=};PT<3l}g#e2UdM%43?Wpkp2kQ5L3J#@}9GPWPIHbF^*9U zbnxmRnMi|-*E!Z`;nEZB*U9oofNOqrx7h(1+OczWd<2M1dG27rD-b5e?hRfD4+pCr z{U`Aq0^rF)dtL`?Pry>=Irhvj4zkzt)bnPPffLZBa4$a$2HrXQ;k#u9SebCIxPHI^ zU*Ot~e4PC$ogu~LS;LqO{Viq%=DO+uiG74rGv@x8IeA=H{yGf`c|L^tdn35l=4&^| zLJ1=Icn#CCv!HN(logFjF(9v*NG|+-399LN=vHd50UWi#u7GJ)b%JcvB z^TQ94815+gSKXh#bjH{`DL(%-|0DfA&whTVsyOBdm*SI@_~C^e;o1i{3f?XpN4U^< zH;M2icD;uE+H0XXzOtind&m-Wn;0G8l7K;w?2cV8;dK0!AH6AhG=A@ZWQ27OYySkZ zZtr`oWBC>uH4hBE!}9f}Yr)@Wi9I^rPS@6py-8t_TfepsQq9eZl37eo=;N1^C9VGc-Liq?lgpAWTA zi?iBz1j4>E;;sVE!ogH~Y7_COKMZ-5#Bqhn6DSp0KNua2g?ytzp8mLHpnLwylQ$T9 zNihD|2|3yfkjnIl;N~(1ly?^DIROr&Bfsjqq;NlkG}f|#vW0cvYki6=6G=Iyeoojf z{n`{@l#RIJM2BD*k3*4EI0d+HNw4`kQ5H-gzpd{zUIbL#G!mqkF2QXE^W~HitYBBg zVKmXX1TiGlGIJL>p>=1A*k3MA==?0eo4Kfj5_i|=C&H{y!UwON@C*?|HIlT*#_518 z9JWi|jPat6#qXydLw84Yq^Y_B!GKb&v>kwhZl1tP>hN{=SQ!T8lw-NczH z@aXL9naAm2@V!1!zl&`S(CBDcT=>8STNKV!rf=^_H!un{!RTx#pcwisSiTYTgPxJZ ztTK2z?1afd`7FpztZ=_UgCLnMPDIN!YT)Z7AzgU}BOj=KKYl%01|nB8N?St2;6Uul z>=-vLa80U#X_>DCQ?J3(@b-`!YBkLnpKWzQG_tdM5--(|`m@=chH6XnX`AJXi^L_g zKCtZe0N(+z*M;7HJ0*xF{Arah3I)Pn0u&cqgu+2bp#OU_YRvmLDb15d<_SLGZWEs8 z!aSc5MDjJ9W#B&bEk`cbFz9T>{Dtly9W2)nRw_GlK#n%sMbf@~X_bdH_|ZHMA)L6V z`l`GR@NvFd&fdnz2WHvT@H9;PkmxR+CmH7argLL8?J0opO^fWFQcQoT?H~79M2dja zLJ)2+rayK0gfAbnIVQiRk^>E6?7@K(Qd#Q9oRDWGlp`kOZ1|LNO*^L+82+7k@9Eg8oS|CRUtm%eo>ITxFY zu-Mf8s}deBwjUISGVaE0#_%KklS}!ol@Fiu2!FiD9mi6eeS}TfziWLMtT@8L7v5`{ zMqu@=x~g?$!#-9&6Y(rbNN9*1?N6z5NsAJ%6#d2RuaA0BGuww3SbjT8w3Y6qSpEBJ z^7uhpF4q6Q=_)1AK8Dq|d%2%*MF+5azsi2SwaSg7 zlb~1TUKC8iY2PLCC<2y*`(-x#UeHB=MxCiR60DmI9OtEBfw>+xH}89FNsArOaQ=>p zfWryH^*MX_VAkGoPaiK8${Zg|j#7RNe$;i{=wA?r51o8Y_N5a6R>dMYzKap?_Hn^u zP2Uqi_1QyO5g|?}?N?u12wA+2o zrcwx6xCh01DD=Z_g@r8}Z$aoKN@%M1whU^SkWh}ge+8+yMFJKHv}p5pw8Vv-yKttV z>qaT}N#voRZFdi22mE#ATWN;T-&>ddM4fw=J)pylz;|zBya7#`%`qPzcc|B1eZQW^ z3b@ZD*9mz>L4EE|1$tDE09|a-Vz0j!40YP;q0J2gIyV>Uw}Y7>eb{}x&#%{|lk})Q zkwrwnR~v3W_=xiW7b~8KFK;SDLbtv6>0SYIy>KYFiPQcuClT<3+A6P-al#q>NA;34lwkR>6<;ht8FKNu85}(0g7mGg=O}bI zqXs`pGyfJ9w6kKP{JP8>wb&X`$*BmSG%0tLOR82VWl8h(`Ey*zF!y))L68T0eX3G3 zwOCnc{4DAPR$lPZ&doF3}19*>h(?7$G5hOWBv<-_m}` z7uwCd%Ft!KSEcEWfrynydSExm39S<4Wk_u6pm1I0MsEHai13-gcZzC+A_rc#e5SWX zztq)UPK!w(e-^$c_C6la!&y;H^^zZ05L_@HoN|Z5(u#M(cWuDAk@WhXeD`7UWrD}Y z8;ZbQLA61io)=uQ&kz1R9tm8)J>zjb7Px*(|IfpxTheRkdlnKuBcP3mSjCl~0w89- zK3wIV3eBD`<>Rlv22tcW;60xN6u8@Dsl`N$>2Is$|1C5E{`St=U9(LB%t>pH@{Bkk zaf*jjNDL*IWWb-GFeyXYv5u0Rv973u>E?hpw+nhT@v>{|iYl^`t$V9DZjQ#&CHcHl z1yHJFX}HckE5zdw`cX5U3;n0d_kSwS|J%>+`||@=f-mkz`ab6U9ieLv+>WrXgsj3) z64u_iTw)vjxcb)7xT&Gx_@}GPM|eMH>_DjjyZ`xlzYBtx{&auoqrW~s1>#ofe8i8i zx?qm4)hq1&UEf)6n?J$&FXk?B%H1i%+CK@gcaj~LJdTbp=%VwAH^cIm9Mkhx;*2^P zS8|S+H2Q?)TVg7qA?n3+G%jkg+)tW-{r#4>h^rY_uzb(;y=PsT!`e4a#^2cQBxCpY z)(E9hNW=OsdQME4tb};Lp4I}K-J!eS(P@-FfbRjTDn-jbEjj=>^R|zpckaW>n`PH{ z-77%2>Y&@e#4R|w^V4YO-~m`Z=hGcx!~)CXo77t${g7^40G8Vr`4sCDE}e&o|EddZ zG~r)JfquBpDV?(VKwP=o*(`PmIDGOk$-{Iq5GoMQolpVV}znswHw;U{aMn zjmvf)1`Nd*y{{<(@uG?)9vFE>BinH(d=LqOSc$ghg;}6`Sx{L=?3VPI7Ujs|t_WD* z=wKSEUjWRhw9?~YD)h@rJ@vExHR#K-3ml=5fK*v~1CGClfJK()#*S$OjO!+T$|0Ks z@Mw4I%Jn(n^%1$)MT|Tj#G*`e{wdZ z=~$LR+BG7e=0+&<=KFjQpi?x%@09{y7hI%Q7VZM)%jG4i-iyN*@hXeo`iMZVjr@nf z?Qj^Q|7pQ*I1xN1y793wg9CD2Wy_s@K>;WU{SmW38S2s&enQ;fitL@QAGiJCjH0}q zvZfxYqM%~k?cMw4h$_o+?*0t{6u^)WtaHH%B@dd6{b1xm7VM4#40k-Bgj?X7nb{!V zrL^`#ZqgkJx)?JYe0Kt}->g_qSwz7e{>lfx)SrNUt159ZE^nwUSA{GW2IdI_Z3Mh6ZXY{W>xG!3<^L+NOy#2_o(4jmv>6mT0?hR+6LSBGQwo&|OgV zfJKvJI{V#sfMg4w4qk;jWK&&cSiElorm43{PPRos>B7nImjXq=HeKBJ{s}KwzH%nx zre`EDmQ0d6|DG8#c7>4Pi*8AaB(#svFh#&80{nk4fmR?OlS*?WF$JENALo2r-UVD4 zsg#P-#bNzGg0TcM5ulSwxS=!{4hc+7t*Hhkf~bLzTq8nGNGVS)#6(32nAsaXM4Tu? ziK?|pMjI~3Anvr)@n&cAhc!OS{KhyXTAl)SmcyCwI(a2CKh*OkV}$(Vj>8NIT|axK?C^S6I#<73BqUU3qyj9~o% zvp$zKSo+J*-{Z>{FEhL>#`1l6mychX2aEd;NnOA9V&e+~^X%_<_+j~qSy;BP*I@Zd zWXJ@p-ox_6k<-Yae1YZLn_r*%bP>yURN#iiTq~CE>ZTVx+Z(PU{(tlQd#fD#9GA<_ z0#4)Am)6!efT@eZE^AE=Fx3y8epqD=@>#~@H7P=%eH7igG-n=Ajfu1pb#;J|Bo!=* z-~GW%IrnKTJ9-#no6<&Wu`ca-^Ulk(DPJfwBJ555EE)Lao>{P;42L8(Dk|I_4PacU z@_N~KVVFO``Fdj;4|ruz>nW)Fzy%wl0K%uCKw(W;?1>ixe4y^dFt~#U@PscH4ZZF} zHv(o$jy0~M8N5?xKF$=OSb2E$#h4?CSl;XldTxhO4SoEnn&c79-n-``#3txba`4OX zQy0;-w-q_QgXYLSjh zmZ;N-FPM6HdK?dRP9gsU$pkvgy6GE#lS|$vM5ql%w)GFC-~Zi*yWBnh_q_bIy?A5$ z*@HPuT?muzpGx2DK@kcfwYk6Q0^xOgR zE|x8}>G=VYGNzkv>gZtc7+V1|^{TXx6^&^}f-em1Ojl|*+EWL5%^t(?wErPE)bt2$ExqMh40#-g)Rw^#!y+bL%Z>bq}CYSb0PxvU${_jg%J3;g7H5b zI*6uyIg1_~H$RDMY5_&ODtL#@9Do50s(2ae0L{4zPxknmgEQS^EV;|~;OU%CqOuFQ zU@NEYVVkZ4+zSb%sD9=T2<O39isXdq$}xOa&3?lw$s<%!j^^U!c+Lr&@`0PuzAiu~6xeBpWh-B0fOPTp zF>!D3z~XX+Wh15@v7kY0n!-It^g5}`*)Y})Eisfu4*1I>=g_@lj9-n>hl#!!xp&;C zTi_unRU<~oek!H2_*_dIqY&;ojY$+sW?&v_MCer5W=Y|_lE)2U&g z6gI@=v@k+G=|Wx6$rHeRmLa&|TM@b`y*ua_>x9f?@BF!jX#qz6=`2olhXNvSkaGcH zCa5Nju=7{|4-$7iHuWtukd4Y@ z=?sw@kdAwwd+%%rB*95m;SzrWM(NqTlF!>f%TXpTV$Acj_fziuof%q43m>zvJXx1! zTE5;j$)SM;U6G zo}@mc1>ShNM4>)4>In0Ek{ z`fs`PRvjRvyR8A5GzYPpt=q9eAyC%}C-s6s9ynw_HOP>Jxqr=O_vVEIK<}mTezpR7 zcrS8CVmV`7y7<*fZ~?pni*6VEuH{St>+(5THMb(*#4{K;Z2BB*?r?QBT@-=c=Vp7e z4e^2F{X(tZWj;{)DSqZScNieah4wv-43Jy5&w^11ACoUmGPH&1Pr*#Kk1|359clpT3$SA=0OYaV@OqKV826Q+fX1 zetzs;ia8uVZyf3GN5-eVv&GmQ;dSZ@C4v|~`QQ3{gK_U?s7 z;tMluK84E3V9hyTaWp=u$d+R#?Qn!|`#FU-#oar?rFrA5(#NsmdT%BJvzRO#6dFMMd%1$&b1WUN$-WCX zX2_$S&(p)nsfot%^eyRby=gXo<~x}F1n;UB3^M?}D(5pgj6VAGCvEpd-b+CJC`v%0 zN*MO`6f!JD9tXuI)cb1(eV~03|GdFr6sTiGo8HlM(A9T@CgeCCxVM(^J8Pi`Z8^%g1NA1An?S>GM&f0I!DrurAUFXmFMY z^}THXw8phz$&4b9%G`IA^$I@5e=b!t7UlzA_@DKaqYeYFiRfmPQW;>s*g+ERS$yD7 z_FnKZray&f>G7r_At#hzPb0ZCZ-;!>cWapr!b42NFXH!GzU5?a5s7JQwBgU2 zqXDuwR+;ClXrtMBHZb1;(&CVGCZ2W#PouBP#)UaR%@=|Vvk%R|YP`w7V%0r}vxCf7 zvU35&$5o%r1P56D(NcW?Hvr7A%t4UVA((5dazX&)~P1%>54O<%_YzXOQnjA?veOl8f3t0AG_3JK^*T&06% zF$JHl=;45C*^6H(-W8$thvVdaf=JiroLq2@x7tL6K^E(>2wbfDk>`dwIbgE-BzJeay4~+)M0H zTA9I+FhS*N^tn919q!z%ALRsDKz2f9%{{PL@m@g8gboJnHfgNXZc3jXeDczE+Zz^! z^^?|KPXWUL)f3mqBOqlTi9j29Gf>RV$)42}f-}M=A84@SgC9wMcE8{Cf$g}Nzq~D? z0AGDIMTj^9>~xQ*kv~rWHtXNts%$Aj1f0ezwasowF;`A8SH%w1Gx?Nj+A5*fBSC@1 zRz~Pah4Gd(h91#5>$;JP652okhkFov81(ekqAM}(RV5Nk)Ukr?>@)$D;sij8H;yB`vbZKMKN}0#4FkA zexy9Ac&n%PXv!FoZyZdJ4s)Z5(G*dWT5~i%SWSIs`9FR8@18IIQ+tB!NzdUUBFiKF zu`2-s=4PF-*kSg~>i?rJ#cYHZ%?llm#*c4^F;)LR`VrUW=>XIFJ4fShD2dIa9%1L_ zS`yArIaILu42S0eqck(H`Zl%lwFe=^>7(Og9BeaBJ7D7pm8mvrot|U$?KFj)^i6=} zGtjDlI~N;rbo{cn_+#EttiF9hZ*D>9%WyPqsI}8!go*$AOV|JPac@@gh)>0?4-kcH z2Q|5g9*uX-<~J@(V);gTh#m;?Vfp^+Td;qVOk|ofR7~K?(}(-A307c>ZD33~#|jP& zfTgd6*MPh>rPd5n2y}n<*RWFzBV zjc@}Y3-tf7_m*K<1zX>^goGd^-5@C;-S^DUt#o&XbVzqfiAqR=gn}X}C5nhj8K8)S zNU4N?2r3~V|ND8)Io$96dOw~I&vTvYy+5$8<;>oD&EDJf`>i!=*3=jqJ%amOIpcx8WwKQ*=;D>|OA6H*V zK8IQAJonbc1t4+CoWfJ?YDnhr=-Tz4v*2vjUMJl+1uB!g*Fyd@3|=-}bYHQ=L*pbR zvoWs!;7xIo&(MFpf&V(XcJh2MpSFQqs}+6olFooK;XadbxC>mjWpwH)GXoDQj90~e zCBnq%r+SGMWguCCe40}l>%U(cz0fQb0?ufWXOswH_noNAZ_?`ej>&h;Sc~-yfDhK| zy3AYCfZmzj2-S0OP^DNaEI7Ck5H+b;*wRQqlP9e@!^C)CJz-&r=tD5vo-B0Nql^Qx z0a1_Kj84HT+R1%_LVq#yx`MPeJ!Pn4fI2cx&H*K5N7xriIwGU4+z#qoMU-aQezhdm z6#3t&j7*W^MnN944_7R0k(~0SjFcWWRIy+Fl!(CwE=ol^eAjRRQEPxUD%u6E2@JY5 znp%R5^raV(}=aYk2?HMKJS&j#lR_GxV}M^lZ`Dz{p%q zGS0aX04Flo34UJ61hH?nT_&;lho*FooFy;b1(zK=`rLZN;XN5+ye%<&@a?OZyR3K! ztgNG)XbVXIbdBwF&RFv_0w_es4qjJK07^Mb{r9n@4Go$2}dOFrfi$~ z1|Z>W!~3jPO%Y*Yrh5_{4`Os!WzO=mMYGwT{t9<vJo`TIbaCtpQxy92J$gzF! z`SsWZ!g@Pq>ozM;|CKpRGc*YfOa=WEH?0D{spy4EvYa8oj5FD+O9aq-U>(=9$pYO| z&(blZ{lb)K+O(Ce1;8wZV}I<%v%ubc^RkwNI5-)FEoAWG9?-4tW@IIkfIL1;8m;66 z;ID7ovQK;n{1{1z|Jpne1bm+LiYujuj4HD)WA}-Gd8`&M*~xPB$fCPT?wu1lZ(C!s z9^;5^^$k$!dm=Hm?)38m-7R;!OfD zVw+DPl@q|FMi>3xDbGF1H@5)eL?uV@A z)BqGJId%DWzay%^e12JT!WdaCQ7}FqGDV#!X)|`t66n^N>ph`9TNFOGSo(rj6uoNl z<+6yift8jUVaNJi!1h$$`OYpE*!fpa>CuWMm@8{?e}hSanWV1?GZHJo_~*x$gg!aJ z(S94h+3+xsRBNte+Q0%scz=b;kpIN|7FO1OA{7Xq)CdvT?q-4V0-9HpQgP6_GAPO< zs|k4MrzEbiOTb>;xf6T6_&|zjFreXa2yBlbeY&oi2;xl|2n6xy;PABCd!FCCX}@P3*LEW6x~@a<5#1=&`ch8%ncS;F&Guv!nTPi<>emZJRS(?+#W=|E6fGH1cGbtHew+EA2;%I z@E(Zc!tMlECk}atlCBNZ5(3i%1)VExArQY$iLNXu1=z^Y^Og$HL8Zor{2C3%!EKp` zGyQvI=y{dVZd`{eBFw%ko9yU_zK!P+N_VKBp1gxS?q*YDlCRW#H<}+YusYz)KD9;1 zbI;r_H{wA$Z^b>GqikR>M;@!gj0<2h)gzScc7cL zXBRuEKlJ`~f<20}LCv?q0KwP0D)zc8FjG8FTxNa)^KJcA*@-1A9#uU`9}LO@kJ^5f zo~4O{S6vOgid>t(?I5DP84?LtLN2)?cNZVnu%6IW!{!rsjmC80e@_5uxz$0R<7gpX zn!RxCd3?a^$`;>7TaIR)yNrkVIH8r$;SYx%j;QI08@Xr#L@UnkU2OZ($>lA!D5GNk>F`M|l)jYFb#2`m7Dsm2nDx4V&}EW{7cnl7MK9oC#3M`KoKUWl z^*#}DNu1HoBdi2ZyG{gLP;`QM_uodo^}7gOi#;kyG-QT%*EV(9UDq*M1I`PQ0Rb@R z()88e*!49m3C3HIM6r-SH|4x(b0hd%p5I0EQXIbh*w=sR96s=Lz3ZDI8v;*xDPQ_^ zB>`+X5l!Bjp@BDVR+=@~9b%}7FV9@*C_`OV@(f$XPH0llzJ!_85q-eWcBTygbQ_c9 zc-Gw%l~n7IsuJ@c3$g|C4+t9%FPy9+c*}{RPb7a(`)&!>@H&cwjzLSZmoD(f zjr_$}LI+T~J*w1|mk4R|b?F>Dw9(x>Ij|Qv!ZuR}|n4s)}|I9Pu zUl?s`$_U@!02u9BlPRl{3*vge%m2lTgX%LIUYjhl3Z5-eU3gXUXm6Od%>b9rHyU@v{%lpmeZ^18=SfQ=tbzQ3(aeH!Jo{t(8av4Q&9*LM!= zUBC>_%`K)CEmz)2qDOWgGQG>g4=?c>6!> zFaEoHqUqWLb|WeKBfJQ2T2|M`!^QWX%eOolHp0c{gCmz-zVX4uClcStiEJmb9GxF! zvAC*t0+(+PZg-REk8s>kd#!Gp!|+*Lyd2};uoDx9!`o%PtMYAMaCm#W|M)=3Ncj=o zdXhCV=)Jc&y58mVsFSp$u1B&*%*Bpr?0n~cVe^0e7T%=xZJomDi-#hX=%;Y`gzev2 zU(@*D^fe~1zPV72)At3%shFZ2oW9l+5qGs$aQbezQrAh5&>h|HA9uz5m8mn7o?J74 zT`ei5a<8mF?rqk;e_R}(+GhKLn1L}^xa6`;^C}vaIe%DFDZCCsc>`Oo8rZ?q#1T6_ z+aN$HXk{WurHR=P{@8DjZ%&dcj+LeK!w%u437 z!ad_J4i65_sB3=5`hyQ$_P+FZ!uOh#*V<}BKyl(rPA0W=peSn4kUuzzA$3(0L(X`{W?Y-w{KUe?jQ_VVx){p$M~e$uU6q8g4_b zV(e(@>rnnSpBZv9&@+_SWkfaCnem>@Z$aZcpTD2KzlLl5rVA{M_n>ppGjhHuQ&^@Y zFeiVy0xm|4u!=j%!jK=q3J1aWq2%*BrcYA2p?2mfUf+o>$aLV5NXyOxHCV&R@(8P7 z_s$g$eu-I7ds1w&CzlXa4>CQO4)cfDn#3!9z%R|Ru^Pk_X^+WXEZvcB_Cf%}Q zwKss2CN7?t^Jbup&GF6W0tXm8KYgMl$_RY(edDo>7X!~;{F;B3x)3-&&oaCqX#>5C z=JZpue1PPGfc$hfYM8}*URq!O3+CB#(PsA~PbgF_GElgZ0RG&;@J%xXLub;k*OyXn zfM2irb!isG;Bes3?{TF=%qm|@dsDk76jYLqubmA9aqXVV@AB3Gg+ljy3i&98jrLUP zh0z>Tn_}BpPr93%NfoFsmKc$ti8w(@tf{B*Hego9q_lm0Y7Yow9e__6x-V7r;?mG|`FOI$%<_=D+qHYqi1c=^8HX6Gv=)h~|SkJtFmBA5bdYWF8A z3WFgFX*1oM54B+C%6NR2jyO!H+bD-@J0A)es#QHAynl6-A@!?DxaM4G{ep@x0ms8*0upVjVkShMv_ImeY1I zBFO-`M`aO)F!;vs#!Yrx03A9}&@TsQlw3LM48nKyghMO0>_K;T5Z88+x#S>$1CSC_|qrR@bq+=MT zi;uD_=r1FhorVR5AY+t37kKW^o*{bGW+%ZQE{3*wS1>CihKMcbvY@6RCz2iPfB5;f z85)@yebV!S8L2(7798ziG(!{zW7 z#Sd-(iWIv&QZXl(zPw1TQWy{TEVGoOHz{CYLuz6(;|fN1ZsVBzqzCNuV?0ZfkqZ+2 zQ<5t7g5b3Up@FvE+hCJIsWW;_3a0oA_|Ho*1MSLqfB!&tSRlUg&^0z3#NUo2`o+8f zK83yFC{~@sjI$G3=~7)rPoKVQyUF5;hAAUTZ+|gFa+Vg>Pv|g6!<~ALM9>iJB|Oxb zSQbSatC5nub>@g0U&i>st{_6clqp^DuRKE1=P|(t9_~0iGS)Zk0(i21%b8 zR>DbR;LxoRs;;%`AZ^^?di+H@m?vu!D;OID*f1h=n^x42y0XqbGH)Jp^Stz}z;f*O zx&KsUXe9;Mx2EcSe)!x}oeyuPo40Qo{_%eQ)H@k!3>v+wJ?mYtR4F$CvX*BFE;<`6K)u){*A_ zTZ-cs6khzj156P|?N{mKUx!BH+C^TC`d?U}I%?lpU%;~sz~w(Y$qh*l^T7G%>1AKu zxwGNo4VUe0)eUdp`WMl3m;WVM2mfLa5liU+hyA$!?@>^$SBSKP` zaQe2F2`%>=;P|1|6Ah-G+8;;ylFi8P_yik5-=R!S8ZQS>?)rs<5;(xzEgdWC2vg8T zFJ7W09}V03oXg-^5rCQn=J*m0aObx815}$Hyx#d*SHj<9W9nHWqD{}aM%mp zJS)>~NSq0Ll*sJAhK9gjFL%C&lr(}?)!lR|ehKLNOoQVR)d}Db-}Ks(zzedS5$FGE z7YSHT`G^de{Qy;ZF)VHeqnNzwRACbMml4T4)!85?GsLD}qgvQ#h?Mn6SVpzP(Wu(P zpkf0o-rDH=)#Bws7@Nl&_UhPpF@fQqF2s(|*xC3{tUYruRge!Ow+6luZ@((VI6zBx ze{b7#V{njRI{1A%8oqQJCYPJJ4rpJoGh4>n!K?kkk!(dl;Eze`&tDSM(4-?=u*7K| z;}vRA9^v2xV>(2v4VqIxo3!uY+;A`)@8_fXtX~IKUvb%}6o|uS?uUT`(gfgmRPcG_ zLr-Y>B45CM@BhZz@_=nx7p%Re&dbga+&4n)&gnl(e;Fczp0ce_;Mx{14Zu zIlSQ3!IZ>{lc^xpJ|%H(Cm8xHoUJL|r~@_$Hv93X#o_0U_c}iw;Dce>n!zVpp70)K zC}D#s1Z)&*Us#D+2N4ffc~#$xVt$HWDwuA@@}&!|bSa}o=)r266T!#bD${Y5Aa2FIKx}0U_^I{ zaUsb!Ol^`>=lUma__Cu$S%UX6FrK=0sG|~$-KTvDZ{cA*$e(`2Ik9vWMh$(usX&Df z?kHIX8d7;d+FI^u`kZjEd6!vbhjR&}l1j>m-|5A`kTc02Yjco>gXO!{EHku_8}Wzk zlo1+ksM)X)mPEw9Vl-{o@p0O_D-6zZp?Z-qDg8SpXxJ{ILq3fe3AMDJS^Q`Kp)x7U zY=IS^`gro4q?Q950HTLK*o}dCDE*t}OVNC zL*Jmfio|++po#y~n99`?Vj4Z-yG295!i0jfiKzh{WH)*=rj4Mfpp_U*#0Fay*wxkK}6nGLzeCor`WnITe6EupuajQf0s}E+&!jOWngrKNAZh!0iX)!pS$&{g)OfaQ=DF+LnO8Fb=;m1lFTgmT-8tXMMdwFAayc$KvOd-jU`W z;q6~*$1luEhDZ0SI$xwYyo1xHFo?n5J_{G0HzAtUlKqLbC;$AByr!?U9Kh-8G?GA< z#)8X_=#8XtbkGbv>hG-lcu=+qh@P-uj-nr+(ZR zww|RGQ$!XZchc=A#@iCIz0hvZA=d{Z!y)X8u`$qQ%Hg2`ECS&x6`~T2TF`s9?6GCJ z6L?7<-|AmZ3^NCWa}^DzFiGiQg9B?WaL`Fdp<5 A>x-e!%9J_q`9jK|WptGV$EG zR?9@-NXpKO5r+eeLorMDV@D^LSnqtUGtdu=kA+yKdhCHuBUd+e|Eyvv1{6OGPTfcL z8Toy|XdI~=W(ZY^#GxG(mp2T9-)78mEnD!1B81T7)%-Rj|MJmfb zh)aNte?e54D;<18z6C6g-GN?bx`Y+ux!{$q%s!6fR+uFtkT1*00YghG7Nj0kKv{M` zTC6q$;)$~D?PL!jW?wV#TaX8=<#%A$s`(BJej8r)pZ@1}uz3&t_v6PNAE#!Ta&j6& zIRTqrYI^wY{)w%=xP|@Pm$gh|t!;mjexZ{u= zSMYGlAVSFol|HP6s)%dJLUrvO2Wng-rKFV7MX&Mdds!Cgk=M&Y^YU^dbXxPNTsm^X_|;DqGIuW?xn@ z+tep?JE`Ij<69xErmHH*xL}I?e7!0fD(wFr_mm4w3}xbZd+MSPcJ~_tb4;k}@zbm) zEk-E+6@`m|I2}@|e=b$&VGJif{1kTiY6()>Uo)O9pW4;W6`s3FTv>ecBxr_og18_Lf*{e4K<7~!www9#YVXL5y*UsjS4OqqKwNt@sW_#)q$ONd)R;x@9rlqT$a z1V;}8Z$%8G?pgOwCAkf(AGr+|V)tKAU%B~RP|O!dSCb_(o+pOF+ICmY!#Rwvf|({m zy(8pp%1|GLlUp4h!>-DPeV8v(3zSO2;fYf}zzw2up`YFJml&fxmCes&$F%2px*0}L|$s+-z z`7N_BAX^^^bybydDhQ)aRa@DM62@rR!at-^lo$OZX;@~({{JJo~>Lq3$>c1HK z`M-S)g-(#^wf)i+e1Fi_M|-O6=N_Q9bC=Xj`Hr!xDI##yibGEBdS$zWs)#4JjrPfk zDk_ezzZovdja*`{kr}kpa|3*?I4Np(w;thGf?p{_`*F0)>kP=LIYe9S@f6B7f4o<=4 z8$|!eC5`pQ@r9uM$>zRR;iLX(IiBgnQn>tsN&gpuxf{Dj{`-xd=R}Lu(f`0REU4XN zBKIM_j^k@L?=IF=wOAZoufU8rFRBn1Z&+6&jPa7tI%1SL8e0Ux4F# zc~e=m1^-99#ClxtXI(i?-?Qf_TmnmR>rXy15H7o2!RedYAUGPkY6L$=O8z0bU;`LE zXbT@iSU|V_lC?>64qU66N-o3JkL-QrKYqfk95@ZPvHr&H_hZr1aY}Z?6*%vQ$dxk_ zL*ikd!pzUpnD=MhO`b=%!q^Fxoiz7UATw@hJcnI>@wlTwnNqR@++p2I$S@Is9W?K~ zrpNI>*MtixH8!8TkL>}K*m59vH+rhmbKwA_2mh^p>GT_;(k7>6t`LV}BL`Cf^0# zpf659xKynx>J2fZST2yVZk)nMWO*5=u(-m9m&%lE{o}!U20>;sgEzeByFeXETMT~2 zOX!bJia_rJ^|MPu2bc-Q8&!$%PVfw+NOAwTANU)PZ2KZ&4>(*KB>F}59dkOg$Nq^< z9I`4;&vKwqMg0BbuWxOrBJY#*HrCqQsIiWY{nP_pg&?b! zUbXGBCX`ONaazK{5!l#PG39gXzYNjBxM(@Gmkt! zZL*AczdH2C=42e&BhzUaoKiv9oYDj#H&ygGy~(vYh6^d@DF1wQM+cF<<~FjE<1Iu(xML6ff3_+kZE%6gZ(cTz&_;8Gs#N`{ahzh9{7)9QqI=!sr0(QP4wJC zk022^tEJ{%?)8IadtR2$#cIIKLCtO*4N=%8J;I&bjSob66J@J{oZuCvlf_}~fxv1r zMDd{WCt&U5zI|hP40F+nZHX{E774w*(f9tC2CB3muY47!hJ=(t$Le2*qW5>l%PYQX zquQ6OB(3jRka=Fh_Tix+@+nKW&A7pUPLAE9N%&?2Gs6rTO7Ja!O}cZ4fUzY^^1t0U zIHm{qRAk>3O23d!aAt4NDFe&{rGE`>;#yt`(CYy6T@eI*_|a-pD-E9 zg(8dk*_uwV1-VSVd9rc%hMJL!xQ zY_l=F7r5vPo@_7$PfhIt3lzmAesLAESepyhsN;|d=MAr?Tps5dq!_14+{hqwRJ{^GyOC-@R5E1!$v@byDc zu}VZbE?!QwJ~rp%m2iYlEtF|WSC(~-WU7L>2W-D_c>A1}2H(X4mv7K4eXmNf4Cl}L ztD5k(w~8K}zclfNG3E*mZyTFxOqw_Mj_{U>!dz%nE#U}n>$~^TlLCy7&W|KsP@3Sx z})fzk-?hBdC4UpAIkIzRr&1NKPGl8U9M$?MU`eP)wtZx^N_So~bqv zE5qrVyC}d;%!kA0(SpVPI z`@LUR7gSS+vo~Cbgv8!jkIe@Qz`bCFx}M`&@T~y%!G4D|NQpN4dT2w0t>4i1TXc0C zGfn+MYuM5eCc0go$ux)tL#waE&tu%7XVv|*g}2v%Oth%^Zod$8cOkWC{=Sb9%aK1D zQ{fET_HW!Pei#6(M!xClr5pmoee*X?-g6i-Uf=Kuje1mAF#Pnvz#DX$J9A!JIuIS- zatkTN?mrQ5lalRfxExxiZqnMg&4_luGkyggP1HEnM(s;Thqwc#mw0*4q0XIfe6wz9 zWcIA3z2xEwWW@{U{`9ODK3;unU4E_x(qwZ>AHLOxdN((;$?&TnA@A_>Tt_8H)F!xK z?S_pvFp<}#7IVY;rbZsJiY919Hmy1QhYl_e-d!*FUJf5#IZ0<~{|OuqXjF{>JJ3l- zAkBQ$30_Dm9-gN80-gM5y{PF-{_);w|5;xPdpvzb=$_pt1gSdf)AoL;1JirYlLH$~ zVBGm@o#Ty~z%Tsn<-Wj37)xDtG0g7v!=+)Pg?ztdw0e))53jqnk}?&=5@*j+O zFuv^Yac9_)=yZQ;?E)a?i&#!b#)t72&8*6Z7BT(e&-Nck1|nq=`t8Sk66l-UoBgM= zvZ$Jm?pd8TEi!@~VjoO3(IDHv4{PF6$ZXx&S35`_eSOs77D`Ql-ZttW-+E;zmFT|s zhE4}q(D5X+ESkWV0&59h7j-~JTJ4v0)kru>7S+acr2xP&D(1`)O*mN^t)XOQ4Q4KT zj&W!c!Lp_J`>j3Wm^bo?$3!I@VUtWomrpn{NPM9F|UAr#=LnNhbYetFsuZ0J2k~bb&~geuRs- zSqiDVYBfnVl|$QK!LyPJjL7r8SlJU|O~iWDB;f5REo#57m(xdZ4&Bo8YfLPqM&EZW zYue*g;HS^VcP=*Q0nTtn=J+5}Xi~6q`YxG1FrmJ4^}~fIXfjKjner36-=cU&Ky9ry zTy+f;!t1pMzF$0Q@O~3PF8m5Lg~E>*|7!x#)K?s#+6aSF)y){tb&t!tD9a7*Nt9Bq z;1z-{H*W%wJHn9narmtZVTYK9JKIGr&z#|_=bNuvr2~Py@k9#oyF*YY#oqL)bq=%I zY?E3Y7KjLbv!#&`${>@vY!L@DdGzb5-R!qbEFVZ5i65EJM32?=2JfxWBjTT#vmdR` zVe2iQPkn!$2F2*VC^}=K0IQ~-$qkBX0=|7m9?VB0$Tfc0)DUj~;+*2iYxp9u^*2PS zFkbb5v1Y$sJk|g{T;eC~{S*Px;H}amMIv}=`O!kI%>srp_~N(gF80tbz4st*2^%k( zd-sE!+6^wfJeOR2r5x~5`Hbdl3c!trC`3qz0L0MdP6}5$K>CkAwl73o1QZW0ybU%Y zhLhtz*`)82fFP-NRY9Ub=*Q!6I@y}@DE__O_TDdPM8SO(Pc@DM-FA8vrB|zqipMHF z)@G%UxSXqFs+0k8|63({yO5q$aqNYHNg%rM##GBwTpIPSy$ii~Lk=xJsd#;Qh7mn` zySg8!r-?GIQz@haI&|u64ZEY>Ib=Q-CZ;q`jsCaW_kY)(|EG`754{lh^A;W9z10i% z?2=qu{6T;07o@Pbc+}osZ|AFgNA*Z%^We?kes%mv4(WB`rNqbi<1C|bLwgfAejy(b z{mGeB=%{~E66I^hC>);%dMK~;5(^+Sa6(fKRE&N7Li z|HM6Pr-t*ltJSaK;v*~SZ1bNkXdLz5nTl%_F5f!3zDA~?olgL6zNX9C$RXi2E?)Ak zB>weZWt_f3>m(u4y*R!$dnHJ=diUVydSqOuI?6{>;9}U{jb}lI;E(XR8*ZMaP|GLD z>7KU%a6NNQBF8Hddd?1V5tx(!k@wv^8-$vWgqk_JF~SyDdwIVwb3P8E2RTm%nvP@c zJ`^mENpXZcIrT(kx8ni-n+coqM(*$y_ivr~zokItwULYnvoN&wZ&qHw!v|omwo_8e z1#0bYcQq*uYPh~jWf7ScsxDGgd zY>(C*nZlV(Il;0Ax?pTo_itNXBurG?zZ6Pd2q-y3Ev03(U|(Z37a_L|FgMbXAq*gb zcP&5d`2rdqdMPJW06+JnpMo)_HVkHyGjY?UkU;&mB+G_f$WmAF9~ z7khw7Z9B-{8E}TI8XE?Z#DO4KQ{LWt{}50o9tchTn8PeAKKk|>YtLftFRF24q|suS zQNrU=In?+)?pVwkBTABrRQiH6kyeYv4=G7HWIk8z*r;(1#Tw$P5H3(7#B%)8HE(4Y z8mn>2dPoOI6Vn$ob(z429(?jw-sym9$Ig_RtOz(+-O=y$C?CvFUG5EP(107Wq*49E zmLMdNQSaE;acEuP&oH_=hT(NArE(B;gy%zb#HPoiKsFwki|`Y7_*BRz>~UBz7!0_W zG{GVS&)iVD%~`pJ(M$1cu}pS`A5V_CVslFY95IQ(KYa)^)_8mPTaC)@TMEwT;W>!I1#N0spRGo=A) z)Mu3`;W4fTdFL&(J9zTNVT zRt@Ohe8pgO)d75|KEKY^aU5pU1tsr%pTH2V?b6OCI>P=_eM`;$3BZ)(xIFzk4|wZt z^W6d38{m8Xm8N$i!jRPFGEL1NJm9L6Xc92$0*Rld>RLC3f!m=LpOw`QL4%0$<8*^X z%$Q`ZyH!U365QZ9YY{JxPRlh6>(MBnRkBq!5CbbxVAbJ%g&NT~1A zn>rp=0L-6m+t@tUgilwa%FCRs!Mpe562CtlhsT#(DDM%DV_E|9Tcz0@A?9_~SZZ$+ zpbPdGxbVXbwpeG3F&JD29I3Pb`U=63CUzAIkA2KJMo9xkTW2^E%r@R@6#&$ScN8s$ z{sI~K7ln6^&0(0TGH&T&`JnkrPw!h#q>#L5DOdYBIb_Qo9qJIph+Y$V%5m*!pf!ib zZXaLKV)vI@EP0K6e@Z%5Czr5%@IM`o{?o^&6~_H_hyjP63oDwwxoJ56{k=1B-}L>s zBfJvo(Dj=NJa;5NueO#IKaPtxSTJOt=X{34+aE0B1^t!oNBsx$Nc-p-aPe}scrV&_ z-8j7MZf{T3cRO~}zW|S~P3>C95#9=RtsEEURyk__b@}uMu6ww6N$Gp_LMn}@qxOq8 z%sm^+aPbBbjn-BvY(CV#@H@1?PEr;-Kl?9vHd>v4br6?tQEWRow|O3?ue7Mwx84XG z9xtB|6WdM0>HDwi{Oc%cx79QHP!e){{4%-YD-Xun18k&h4WX2Nv9^hy8c2S*@70K1 zKdJbsmbMAIUVh7NN^eLM!ZW;r7hXo1f*a|z3h!w)LG5LgF_*3$Ou*w;VbdID@c#8{ z>7)C8V9a|c^s%}bB+)lq_#vAFLhiSfQyB|Fs=qCT+Z?-?*%Lc2+F%xUFM~NxI%~8rPx(A(m~mpdPs)M!sZ17Mt{6h&2LX0}Z>j+1P`8hfNdfR_la$As zE0@6L1Hb*Bbr_hmd%szJ#Q^YJ4tc!Px($4Z7Zh}x`!GZ)Pn=!T%wfCEo_k-KKj?gr zcy-j;0{$K(nT~Zx0TQ{CUez&zkh*s>$YORIv$Y|@8#iwWuaF+BCO>ipi-nnSygr2R z#d2*VY4#7y&ZZSvm82UYxfJlsyoL{HimHC*Ef+&4-jmKbem#lxYd**&HmRWIJMg+q zG$neWP_w5iqlsF6mT5fABu07^*OV1XB_ZcG)9X?k@?eACYH0<}(XDof3MH7kN{Hh(+O^O0M2t4jfO2KEx2Os;2DFMkD`NPr;Luhll zI+l-5187Z6xRRL$KphxJ@ysO)*wP6~uuCaJ*WC29;aUsOHRIS}^5-|Wd@hia1HT9J zSIzj{bekD`p)?_Mi75a?RF+PCy=DrDcN7hnE+>F8f2H@U=LF$lVp<%T>n`R*Tl4%C zeJdDgLv&?E*BvZc5BdiA5kfRe#!R936La}tWdmcB8~RzcF-@j=204ATvb(n^hKhEo z5?q35kc-1i{#!j&L~A3+{CJcG{hY`<*mToGhT)n9VH+oqF>B6`{5cF{UHQOxCfXj% zKBx2X88d-SFF9H@<~=}T>dEAdE+0ttPCrO&Ap>;e^xJaT2*H76GY;}IvOsp5eR1LW zFL02#G{$B-fZ4EHIIXN=4o%Jj&gUcX;LZ?ba9oNptRo&M)xMVi2F8khOEmLC0XBta z6Uz9YqL;!y?YIMsI90h^+!qIw0ysX6EB^+vUz%lE4&Gvt2fgXN0z44PF)8bMsfK6@ z7)M>Z#ZiG_3S~eDAL=mwexHg+9eHHNHg_=#p!xO2{97Dah;b_9nc6NF+Pt1$La{Ch zT@K=sEcWC<$)(aDon%8u$NT%kM!Oow{riyfqf`K_{Cqs_+DIkGNGDdN9gw3^kH8&0sva6bFNZKPY)q{!OhkraB`bq zr@B}Wx;zzmeNeND$uAzU^w_tAzrG7{B__E96~~Pn>3u%?fp7ti`Fmvw3QpW zHtF&y*jEtw3|l<&;T1>8SN-CUC=E&omGT$eQbALC={sS(*{UZY+k?7nho-m&~r zC(!?P`~L6R^Z)em?W@lu5Sioh7paKa2lIFJj&Le9w@AboT{w~*3>Iy8uVRkm%^wpg zi-*6D{B1G&#qw7@I6k8FThU~n$?T|qbf-N*e5AmUEVGy&9_D3vBqvuB#?gBc9LX6$vy@^s1m^3B&2@o*KGadIOhFF_EI}wa$jqH&(*GdCF4~ zyB=JhT!uvn_?=Uf{-kCI)f>6K?PqI&DOQJ%(y#oXf|gRmw83Sd6~@8$4I(%l|BT^j zzZG~y#dte^{wFYuH2z8a?FHs;oE7u4858KjUG})Y&>!%Oo-g#!Gl8ZoNgp{G62P4F z1*QN7LFhCx&F#bY7qi&9c8o&O5~gcLIa0K{gDv`~sM06+aOKX8{LSQbOj(q(hQb*) zq`kua#Vt_;Nn9l)iAxhl?Pt@)@mm>?wN7%-5}ztssJgHgRzZihx<9?C;nqYa{8YZVjY>kTo`F!6Zh0WdvVBf3(h&YAQN{b%qz1HP;uR$n0w9ms{oSCinV@~@ zG@W`Jgq55Ur&~Xog5sC8$;oP);Qp5vhVLnRF%_Yh>=`99cvoWXyNiH72v%`4$@e#d z)6Lg;`(u;9`1tsTm{>s=u=?57CVCgsb(nJ&y|IKewLh{R-gX6BFRwPhID)H-*n7(S*sE zFNmrez3J9x20t`Rp1A!i8Laj$Zi-q8!nd5a74@QaF?{5z#fRLM@WG4h2*sN&;P{4a zr|CC*NLu2&lWwqvd6;RV_-W4--OKki(bE(}J&FRlDrd#fZjbH$cnb|;p3A2VxTu1P zTPBj%G^tU5^z8*aYE48f_Uy~seNyyr^z-xCd*V>6(VhRydj&AI|LKYKh5^KLxT><% zsRg*|G^YeG{_p~|jFcYNWo$mmBjS~8O?XP%M8ag}!zNNx*tgqO@9f56EPB&X5<`1Ihhp{5}09y6S-{CtQx8K8Rc%}Gnx z@wHW1;F||Pm@Us0S|X?_yLmdiY73(s@hDc**cG848MAj%MG!&JyR)3w_m{gj`_U|% z4h?vd^L~1!jI0L?hNTowp~3Xz?Gq0*P{@QuUD+QBluOY>n;0(%ubc5yczuxrkv<~s z3zCL#fXFi9!5KBcjX!Z+oHzjfSia%v2Q$IwX<5o@+GkOKK&7gPX=9pF1tvnjvN7ul;UlGn?Eq0eArG&6T6`e@ig_>5dp+6u^>ga zCWgFDu4(ryQlt7EB{Q2=735l>_e&t18s!kz1Po&N;7dF99{!i4{||5fhyBHWmro>B zu^TeV;`~6-tK>T8vFq&r+h4=}sdLtIx|bDlByVvttiPW}N3!d2?bv-# z<1sjV?I8cAY-53wW1gJL>Nh)cbbjxF>V(=|9Ns#*zMPL8#^IL*=G-v_C+{P?-F=SA zBif~o&Oh7T_%&f3Hy@F`SwrpiJm9FkO~QqcWgH&KY_FN@=qhmf7VySn`Ur6Gl|IAL ziL@f~qyD#d2L*{lar#9Df!PKejx837 zfMdRuK7&XVw(6)Qst(8i?Scd?`ZJEOfQA0kTv#+H7oFlA$Bu8WsQxSInl^AR;4z-z z`3dCxUogLCdWM zg{^1bFrEE-5+0|t;q^?z!Fgq4u!H$F(`&R2{I3Qkl?qK^bh*Y!yx$ZfX%*T-*O^vS zBy3=6XKRAat6c;P6bxwF88KP$^Pz*kzqpt;kE4nWDR$jK8D#k5R`0VzLL?hgw|!ed z5v5vs#5VH&g$wm>%(F9}LVHZM-w(E2`1)IMW_;XzNa15)67$9e{#H_*$`r_g*ICOS z+|NA&H|IPp(&ba2Z>do)zyCU@{$b};?_C7nvYXfp?Hq&IhoY);c2^(?=A(C=^IK3K z?^s)eHwguY!|(17s6*s&A-03;1*{xhbrSg?^N;u7Q1XxO1$zYgl{Z`F_#jk4=^379 z!4}h%{)Ax_2u(`)2x}$5G9pXP;c|paZ=U=fjf?=h(GgSTqEhf-q^U5F*900|!f!5- z{03fYQ{wvMJ(!$*JF5$C&tvNebk2;%xdBh|8EJeXQ#kEMVz_3V44TXr6?sJI;rH)f zb6%9rW8QSvCsLc~z=LPzD;E?^K+>HZwsrY+;B~^`GoRWx<`E(D`}^i5h<3(iaOfH> za(8k1{hFB%y-Cm!CiqBz;?H-=R^69DY7fnujq31`#@JOWO)^E~Y@?@Lkg*HDI<3EGXmIRhBq@He6g06P z3%;7J4NislD0!av3F138__JoZF`cIk;zSS6!`W>A>baMmfVC!-{6eT1jJe3+)Rz-~Nchm#2Y6fqoySpA*UsEn-_}f(uEFJV+$$#t!xzA>qwS~t4 zXR<-Lfo5qay7AzvRj57)w5^{V@A?UPFIp-Hk3GjM3`AXD)-Zq+zSPzxd0s#?8ooYU zH-mMnZ8Qm9*+7zDMwjXbJ+!=Ac2n=vGN$D9odG;%9mtAST4yIr!R?Dz8_$uh1ND%3 zR@LN5%oT=LITg7k=oa7TT<9hPS`q!p09E)Zi=C12e!493emyPv`~)%b zI5&1t%~25@N`!~pAwGmxKC*Is2-;^n}YL;{~0rv}V8)gz?(Q4e$#aNw6L zxWSP;&9^z8wctWj%9}eo{4ip{KQoM30*orxT#sH}2TGY~3s2c!UQUQm)C7WEDXT>^|sfQlB%t3C90o3p zd353w)T8WTMRxIFBlipeQi%~!AT41<&u(6HvbZ7wWkb$gx%yNQyt(xvc#2yU9?G6s z8KIH|b=UvC#B+6o+ashmN(o~CyVLj|o(=5&5`63@JF0bn!JBEp4v(K;$937jI`bK( z^>RTWxwipa{b;nahwlvvqm1F1JTo}^MnQ>SGZU=X|Bfq`V}PUv$xB4q*zqZsi;1ae z!ztqO-6!G3poP(D6I5gEUw`F-&DsR;&p+M(!M0tjmBFIa_aE(&Izl`2)O5 z&k!L{DZeoKQwGJH&m#%J97mHy7rhA_6jAmyW65}*zwm#%egAju`G5NO3IqcdG>&R7-ZZA_Pa z3{(PvFTEe!5_E*x*Rs~Q&&7ixo3#se2GY>zRZttP$2q{T5gD$mwGO^hG)piKKfyFy z5c|Vximgwyba*(i>IZb02nEA!EU@`_J91{0c_5+JsHrND0X|FqIoDDD17k|Q&i1QR z6JFE1SsK7^1ePQi-IXt{11j;uJq!Cej2qwQTg6T$h$!xIhOr|H`a9-Wv`ET_bbTTO zSw%@vt!_MPBQ zz|B_MKyUgC8G;>koiTXXswwSK$p&M|IIdo^-6{-pO-TM0i(XV);>LCGxHw1 zv-}OSeww2Gm9;i35-E@H4{u>3GsgWSC%a)rFO2JI>)4%-i zwSiS>sOGcs4RG3m5=hVV9H0SSTXZbgp#6k5}10rkM;2jNx|U zgsn*J)SzIWrfnLH4pLGTD0U5*LRxwhoA$=_;ouw*llUGzOw3Eor83{ zv3cH)`rg~gvA$fl>|PXx3%YF= zNe<%BgCmu`c6IU~d4}PBKaU)ezhCy;d%+Akq|V^Tr_Q55mFJ8X_T%8)RmJ?UbW>zP zz?pD3at4WzST&D*d5Y8h>OyLWx2F4wS!GK$AqjUk)!ari^$7!-V<{objE zjG)a%>?_?lfg4nRtxs%s5b)>LDJKPvpnh#)>&4+2WHVRYO?7Vs=h695t42~6vvkh1 zySB`PIc3GOvyt*)M+J9U?f0j~^7B^Q3WN4xg25Eow@;H{mj)`Y8T80tpSU@eG|~yM zV+*xq!No$5pe8fgIxmZkdA%1k8C8JDom?fm{Uwp)U|W>;ggM9$?se2(!21_(^&U9k zD}lG~)pV#_8b2Pq`{`)#;51quU_o3JwK&|z)hW5)!!X{jRF)>?fHX>r>@J@$fNkuY z2W_*$5Y3B-`g4~VfsL;s?uqg!?mFkyd#nBU{n=^U#N(8@XrW$yz>Q!EajcJUJaBr0 zJFT90NE$yLj8eWV#oES*om!3MGbh@Og?KpVs!*Xa4AKt+XeN#utC|SCg^d=EL9T-;EJ5?VjFKxT3DoS9dtL!1-wP{hi(nC~4=85GQLzctEmrj()%t zz3rUcJ{rLSUEO{1?R6q(Px4lm@ORVbfa6^Kg)?S2A$l>I9KYDavSdD7_ zwLCQGuukh0A3@ghyT~{)*#OM8w)B45i>M~4bA02zAT)PjDCm7FuE&b>N`QnAa3)v3 z+4ETyEp%kPS3ZY;Q9@N{YotB$CrmQqVIlxNz4^)NFYUNhnOnlSH#wlbal5;9DHkH5 z%;eTPi~oLe^Ku6F_(zG9zSWaUJD*4&^UM_Q}O+Z1cJCSri9|N;LbEQcEHCugUWFOXg7>FRf=Lyu@uC zff*NfVK_>VFE=QE5Cv5qq?c*mkN@6YIeo&-2KiLX`zeSMfJ!Qvl$v=5PNjo8HRS>a zgkRYlHk`?YygsF_3K7kr@?Ep?p&lP`QC_QWr)u_LuPl$c*Z6;hJ?_bZvPY>g0n_Pc z&A2IGpK8Bddx`_guT?g3!-wz4gkL%Ig$rXlZSDSfY6wo>%+tzJqkvK(eRbbm?C4IQ z^Cp2%AFN zAX#Q0s?>^0ok}`*WrrY)?+%~qojibc1{!te^(exS{%~T|fip;ut$UPCfDpW5XpeCw zy~f=?7;2#SXg4@dl02V@ltpTL)Y_7dP9XgIDjWClEslA)t4h9PFUAdWVp_F?Sls-g z=Ijn~Z211E2-}JQ{ClTz;L0IREF}45#rXOPUjCQoUiI(9Zda`^vCIqsMiNSs_62W$ z^1SU@h|@6c;;Y=b%z6$m`kb5ju9F@`ipuH;t;>Ua+o`T(YEx8b)hq7S#RiR>u6|qi zB+!sXDzEh2FX$rYs52=^8}6&K!z<=OAqZC65f<32h7Nu;7Ja)3;Eu&^Ujt7Ebd@oj zMCSkjL~OrMv8>;Lqf+hM^njle9D5C~(8O{hom5r63vcGoE!$&a0u>{;qs(u~Mtt^R zN4ZpQ#W60z0GVG&gD(|EZ-ZYZ92^HC*Eh2|Gwj&PwIa1HrAfwsF$bWhp z5-RCawRwuc_Qidd3dl{7L2flpQ{xOtkx)&Ed<$S;i ze?E%8ExCf+=^$FjiWAu8DhsS}(gQ@u25lXgDry=f0ETP*Mv-s2ag{Fx*Mo*x!K%YW z?#+&!XbpUfOYz^MA7pwA6*f=cHron(oH?-%laroIp)Oeg35sL4zFeWg5-w3h@)J)& zKh1*V+oK#gK%P-?v}VcUy#Gy zm<-QXpKznqZ98wqu|t=c_~z8pw5aA&V^CU~JY?LV4iPOlf~1o+y<2Hyg|}IoC(e?J zqnka^+qJjMqJ2_&=TGxA;l5@iGQO!21QDk6;+h?*$TeYR3V#d_UX~+o>(5T8naC)( zY6}5$rq*4ST5QL4ZdxkJAmjwst8WD!FLC3~XTIP+D>{#oD$gHU-Z_eUSQ+{5%e({@ zGWjlFlYarqBLwKSzM#bBDFf7Ww|s(v_8S)AYiyY1U6bk;$3KC;6T6Br-Y!6kXBsnh zasa+$6%f8&9z>BlXX7;O8gYH0k~;?6IN-M4c|U`4Cd7h#1&!OJKvjq12s`s3WMtOM zXKcy<#ijivqC?#1NUlw9k=`uQHx}*D8f?bho7wclqE`f53(ht_jUjtt{8gHG3pR&c;U>50$var7v5Jz;_1t30r? z8JwXYG(~y((w9A3+2E4yl#v{}1RCL|_>$`X1$}HJ@VNJ|6&KJSDsFL22qbe^o}|X8 zp{6&o8iOea!Zqegi_+{7vzW?E9{xO!=U(Dai3jbtXo^CD;=>%EP?9RU+nNjEM6MGV zrOhFu+wyC?<|DZBJB0UT`1fH-&!i(n&M$y~*AhIipu*NSyK1N39|u`2>c=hl?3kFo z&zMI0I82|q!N-QUFbOGk(;3RY`rH5Q`Qkr1p7`hVGJloww=@t#LqPajT(n2DCH~hl zFxoO~i>t-SlU|m#W(SpZ%{*PB?Me9kqSXn`Mf2H{YuZz2+HVTB->hj*X}<-3pHH1Y zoe2L&puQddwib|D1l4 zfr85Syew{R_+k|e@Wm;L8<^o!I{&HUoqxo-?)xoX>_5l4_>@jv+bDOUW~c}4%o zORTM^6dgvSr-%Qii~mPvD0tAu<0SsVWJ{w0k!If|okWw^gr{_%LW$gVr8Am}qqU87@z?!}h$`g=){NSBdhK$$cz3| zk*QY{ZmXufh&Q`0B<`=z^m=_A9b_ntXQI6fu(tifi-}5fh`ndx{fjrKY3X*mA#*9N z*I#WQ8h-}-oJaYpBUKP;mYRP`cD@^p&(%3xtavAsL zAK&7Bu4n%$VZuQna>>@?pdR9d``Y<*gFHX;`7Ce!AomO}Y;qHg;;ZCEyBHm|T%r?$ zds{r03PX92aH#0{h#n!Jj^?lmiBm<)TxkJ9Od?QOVL{zws(>0Pzqr`#Ap%~Qe^t)+ z2FGu8bwr1t7zp<^`3DR&A}9Gb7@KJo6jkRist$}Hz?z=hHH@MTp5i+`NmV#bdAZhF ztPqx)bg6CEs*pC%qW}(dR{WZO`8GE8&A;UTXLKnoHv>6JXt@6JN2cke=`3uRGWIeaFc$A#>yUnE@3MOtub$_ zm>>Y`WlnCI3<(GYD?MjpX~S`vr#{I_cmzG9;$IVZUZAC=;`NJ%q(Hq%cq_{bo?r6+ zucrT>`MLRUku8GU4Ej@O=kpj_eksqVrLVe0Bf4;F&B>^MzzjWBK1ZGRTnD=LhU~iP zaS*9nwU9m1(ud-}DKo_4iMZK`h}-ct$9uO9-OGvfMC8W`l%}8XK&!`{^keyJIJf)` zc3Fl_IQ9&aY}-7AXpG`t^qudAa@#S->3 zoU4){^F*7oi3PK7^TU&~CH*5yyG@*rH^PT}b$hbT)77iyHG;n1CzclaobkgJ-U z`)HCfu%~n4!fZ?s_e6*MWv=ZImZYv=d|?u|-Dq#KXVC)?4Ai0=Na;o*vPs&4HyVJm zmh|(Q*b+J&bw3JJA=r$~TRH11WEG%#HaxF#ma z`)`lOjwL$dD-w8{+qI&H&r;v{r92{YEWI;Xf-tB}Jw13`4Anon)jZU)9rm5&FtI#O zi^y_$)L&lb1H(bTxYw96Dzx^&Rn_f=@CnWrUBoI#V&VX)OX3LHv%P>)&g(XA?!KL4 zEZ#>dZ^uKC^|C6|=vUpxF`5emt{F)e^xvRc!}{V9Yfn*d{L(pUFmVLec}cbGE@rOTpbL$BBN)|G!%Ozu)cDt#(5j20F2QO2%b>H~+VlyOgsJ z(*j3Z!t>xNX7nbuuo!2s1(H1P9=5cnLZV-yrK7Pn)W?u>w7>v|SX_>M`k*|E!fj99 zx8d21cCz25H#%R38frox>>o(P#a-A{>+seOxC_LFIujDnQe~#1KuRzy+#LoM>wAb$ zaHq3ka}# z1{~Q3mD`FP|L*$q_saXPk$&p;amIK0x4DWmH{VSs^8Ug6NSnN2?(7CUXi`4Snlcf> z*2S^A)GBlv^tbH4xxr3U9@xal&axaaM(_IC2ySdqg}qc_txP99Hl#l#%yxOZ;X!yl zah;7jMSny5&zugjeL1%6$lZr$y#tDgDt?@0{W;ygO86CXpp}`wI3#oII@Ijs`Ahi* zPFGYi$jzhRMulE=f52RqnTd!$76Z;MPXjO$r^1hdVH-m2ivDfm5pz_LWy!>NivQ3TntbsZdx!pG6bGTgEY_^RU_DYn`TVL7n7al*U_Zj_ejvbpvkiMOn886Mi-`!rM z=?5^n-K7Wb?1Ay!wW5FN_b2`SPX~?f?6oRAKnOzXM*=4bHum>F^OMSaQCV|h92wFU zWG&#&B>x=$e?8pwTyEilKsTaxb^Q1h{{6o{{9niOFZus54Q$wIWM}u+R-?bR8vSFH z>aX1Y3=IT(3+suRd_^s5dscSRGNYpcXZFcnAp*OOFrFtz)^Yl7Vvf!_G{9&0!Xz+f z4ZH!u4yN#Z5X;y`#4jjn#xWhBu#j^>#qXV918_ zAK$O$(h^HUqMIPovkVo)Ufi3-*6{^x?`SnHWd5{aXz|HgVkdQ23e-KFVIN}sVMgko zp^N{HG8XPn=7bo#LuJNJ9_7)&-{t?lMDv~gc(M&kk&K)nDTo-GX7Mt!pu0s{Ba*wQ zAV=IP?YTcOisJJwddNow9l~`6{!jVPLQKj#VLuTFYhYR1U%VgHcKJ}soPC29yQ8+K z9I3*cSa?uvLaPB{v-i*XF`hud8SVU1x<;@Jxg((?S5QCqq^x&E5906_Z1~t#h|^)Q zsvGWA29;BY=Jjr)4S4B)$i%pcF;jT=6+rb-u4 z=9NOp6lKD8)%0*6@R80_CczE*qf6y)nC{Ypc(T*iNw0b!1-dv2mQ-svdzh$M?R5Nx z^mkSSriJnDuNwNkP=>@?ZHWJw?}|-r99OP1LeETdLs4GLhEI=^r@M0=HTHvnv`}Zv z%~EK0v`*jRR0Q{?&IPu2pV*N8=kov2Fyo`u=I4*~9?qTY4R}3s7y0&h;hNtC;g9Q1 zYfg(&{POu_&DzVmk_BO&Ehc^$e;i1CP}*4i@eatHoO#Z6mjgX15mvl`+YV&ZA)lgl z@+0A$%#UmJ_5#YW4355_hYs)G`N1@L7+v1B(_lYmEiQV5^^v)lHE@KCu9biBLy3*J z8w0V9;G;M8-ZwfC*&j=KNYmPY>VvaG0?ngv#Q2Xn>c`DNJAsm)|MYS6qLJnx_qlu& zEzmhaf75V7du0@KB23Y}0?;WfJcsbeQm-_fy<@{Ig z>y9hl5<3zJM;*zFt&{#R6NCL;-go*(@fm?zwp{YS;8WD*BEpfw2<99;b+$iLB*R$TjvyC~t7mr#_aevI(Mq@MV%%-x zJuWPGcgSv(cI9Pmv53ohxWe_+C2+URqn&oFM596)RxD2S$Uu$iz>0o2?&Dr3^R`1i zKww$4`e8W;?O%-MhcnAaix&O;jpq=JIDJrXx}d7 zShrNRLEm>4-18~8TVZ~?Fx&gqkPY#FDB^Eim=TwY3ppFXhr_A!Md^=z`TpvAEQiUh z>VuTZeq=5E0PXX+&vg1;8tmWfqf1cz!wvG^cpL$9{e!$jaszk}eyaUKybX#a90`{2 z(ghU<)Q?VSAdQa;H{}8kLu&JGn$0iWkeIf38Q}#BpbPzAa>&#J@tg}=x+ge;JjtlC zaRm)Ho5LNOqxVHZqqu)O`O#vOCFFmM_vj7a7}k5TZTvafQsXWCaJd;pi7Vc==?KS> zo#}D(GQNg)k5=oS>2edPM%J1LTN8qMmc!h>rI8JIWK`_i(V|lgDO+Sd5cvKu1NmJ( z$!R&sXA+fgI3Y5K@7P(eOL5PpIA09U1rCi65^YTXJ>NfzCh>>%Os^Y2-Jv~spMq-8 zKz%}zUwt@muT@N`w}0=?39#Rv_nrRn__uES!?MaA@Ood}u0h`mNRO^K;}OAeSWPpt zwtZ=h9HuNqgBOipPD^l4NtF+Bv0Tt>*n1XahPxa4xFgUtf!bs73R|JT=0!ja@dz%! zl+%OMB@?bSRGGQuKSnWc+AJw=76WeA;=%mrL9|J&pW=-G0lXeFid|Fc!o^nb9$sO} zfCryEX>LZ8A(bmEckRk}L7qT&{#M||rJnAjYu1CGYG7!OZ4Hkp7fAQiYjz;*(^Z`geqA?jtk%_YNYtCiyyTYZ_XYogQpZ)UvdVgL~ zQzgm|Uf+DRt)esxZCwz%mmGf%}>l1sT_wRC|DWgxqO2m4C;?-#MB*)(J8fhpP zx2mLRn5Lo|r%P3r=yn3BJh#i8@@ZWDE1{hkAIrd}&*+H>LpxgTvAvi+Rs$Y_&lTiZ z@W;}L)+WB|DyVSovm$U>xz~sIFGi{25xEmr9R6%k`6b&wFJ+82CDhs zXQ<@Fq0_Ifp9QfiI}-Juj{h=0fk1CpuvZ}L*Jwe75fSM1r{jC4a(#hDW2mOT#|s(U zd$E&;%oAwyPi4sP#-gw{HrIqKL%{!_?da>tRP<`r$;?288@T+wN{i5};?9{3r+U(r z!DNadjgWL33YR%V!SLxJ^i!TmUn8DH9HW{xvJKqNWNmp#?%H$hCeW!GcH}l5#L-K7%VvXQ!xV!pNr?Jxa zzx{pq8PK(eiip$gr{Io%v4kn>do*k-bC=Uk2(Fgh=zm+$`@1~f=N;eak5a^wj$cjg z@_>m^&t`Rli}>{HW)7MsU?71vFVM#h-BHR^jXG%uwnuxORfz|ot=3b-wWhwn*;zA9 zAbtaRlT+qCU!Vs|j(e}Pm+|J^p1d5qJ&=lb-<6vi#Z-gZ3K!#Q)`}pc`{)IIf*~|_ zY^)-VdkK|r5c|JV@4(f~inDB9O9twq{D1=1Ley>LW`1M4IGkft-(O(OxdD#=<~;9C z${KJXj-$C=x$#r+E+nP2%f1A(Y#)rwOuGNm@vzEVHr%7925jd;7P!u*ZQxI{+OlBq zy$Z~pSbpRqeH{_9aEKO-xj`U%T<~nj$M5N}-x2su{{ZBggF*G_W@|u?wtPKF?TWlT z%B%9t41k7?*6ht)9TeI=@^zq37xwm|bLv~%kb(812jziQV8890#f=VMG(+4)G;?+a zEk8e}yZWFR*DjDf$vl1uT%KjozuT69mMg+|nyX^K$S2@qzVS0esJg6hWU>Rl<&}u{ zd}%5!_+lV-H#QLD6I6%0f@4wE%bEL%Gqa&TCvUlZ6G~r0UT4vE>&CU>Kp-EH4~$K!9LCLoY3?bnwb z)PcSi?oC1`%+W#i7f#2Q5WMJLI@zoshk7qo-G9_64wRK%V-%Shh?4Fa{dv5(z=mt} zrc&G+=WoHP;>ypyIKbq}z zg8nZ>)bo)Ju*#eS?nxV0+M=P~@%Y|OeWyQ|lZ$I(ROgZduQrmet3gU=+-V^^kcSr< zcYWxKOJ+x8vd=r{_{c%JEF79^Igkn;Hvbmyo;Y$miMcpVX9M1`N-lO`{5r6B-RWKN zBUf}KGAQ}&J9AK6DBE8|9fj`hbKdVS+kl9|Pj!nJrQxp1-x?w-R0oqItVwS5N06}D zuy}{h07@rpdU{v?}Df`b0#@sJlEGwdij3nR{=c}Du*@u0xI zA@H64z$5qIJkgb0F0fSHd%diR2gT-vJY!E|0Ab$JPPqg|RDL(+VDPPNp!AS;iK&4P z8GVROoNo~Z_Xg1qy?OYpC_nw^HMu@!cqIqK$8#-K$4t@5U1fF2czo6q8#9nWZcU*QR5Be{Zu@`-29sPfq9kK*R$w-lpRe#LSe-`VH@OFvzOOj0-K$f8~vTcqB%|2v#L`%T|yK0-xhOjat zIwYgX-OLKq#}$&7t^o4hwslmFmj$Y|?aw*g7vG>i9SvXU7ZyU`aPv6B^PO6VV|8$W zSa&ZNE$G^)TG^rS8}}Id&)!8WN{>!9)%8MYKU`!E`$ znR%k-(yk%Y#i(Cx5j?n|y*T--+dDFj6KaN8-`kv*-BA7sBAQM8^dz9bzpA4y!Gwk; zaxWFC>;`_U+qzy06ErZlV2{GC*byi;9 zT=(za+WkMxe=%>y9V;$!;1shTT_vXdx5wiw*4uF7t0vIf3TVVF7a+RfGo3;rMljr- z^Nd3E*Xxm2%D%+ib@_~n?!3~bp#Oxk{KOgb@W?#!u6no5Vm7>?z4~Y4RY<7XlH5!P zH3S4_)IJmc+vD-i*3avTm*m^I`_Nq{uH0#hrVV(k*PED!+fl(xaBOF&7m%=8*m}Y4nfOxWDrL|IxsvdpFv=c>O?= zB7KTfC;(O8U;C;h?F}>^`8(;;oDd;*hgeqC88D2R)r)x?g<9@C6lJ><1S`les^m^I zy4NE^ezAHttWb{aIrn4^*I8FzKBkxr!$CRBr>@nY#U_>@i~HrUdKUZS9X^1%F@B0^ zH$M2qm!h&^e7mB9%BJe?C0aKJE zI=gpRNM4qNt^Jxn2*xQGKt+Xj@45E*l*RK|bG%36N%BYiQrPXAO^P+4=dm-l_oaWO z*TM#*A2YVrx?{Ra3O1C5d$D^TRvWKg;J^eCcV(>R94z@!Dz+?5fgYzv-}a0M;2hF& zzaP{ARr(=~%I@~C)IpWsNZ$%qisMQ4hwO*0qi9Ot=sQ^5p{hUd90P;Nrxx7RIZ(V= zFK2S?J;GE5U#gKU;>}@)zI?XD3}|vxtX>_ShV!9=<6jHDx!awRUdH|doA30`IPH<1 z$S5Se2tL{6OLZ47p-+#wbWd=c0#~7mRb>fBw58$;gEh}N;B2~D{GccXZRPlE`8Xj6 zUX?x4t}2W{4V4rQTTOVO%~Gw-LTU*|{dL>x&GI>*VfQI9?`kbV7F!uDpO?W9Bu*Yn zA3$SYnbpFy`CmZLXj3sfyVUVcqTK7*1)H`g^Bb1#T{x&NvLrqNAs$mXFH7DPt5Br=J^Ox?2CNnT#S zmK{gRf));AsVyG6t@Avvc)7fOxx{^#uEDOyNm+u}Am-{(u1SP>7PbwXB%B17W64iu z_#z;|nT_uDVjJ`jFq8$E*+5B>CV50!8{C_}f|DEtxMu(I)b{#*z}ak-yX2?;5R(XBNu&9P+%&noi~cS@hl%aS5`Tt6Q7{hkB%>=(&N9Q zU)9|)G5!&C?&z}=YZd~N>=51XtzU7=c_{JC)*Prf(R}RIU@4-wRpKhbivyZd)+A_! z8;L0uzI<5x1>@DRp&%zXuxS809fxm|x-SK^SE z{|%4t^v`&_sqbrOwDmvkJ^yaY?3=d&0| zQqUnS)dE(#P*5wcRPnEfN3<`b=dc_eSd7ena`4g|&Z;@BcCStu)RkoE5GXdIXs3`? zo52Tgpm>E;vgR|o$|v~1aY`JxNA84nF%hDX1fsh*nqtUP*4-QCT!liT_MG`-ArJHC zNA?Kr6+m~z)@GS^%wo4GsfA1q^U14~%;l^tCu280QalqEJBDdLRo&DzeiEBF$o1q! zwHDTYcS^EXn-ESRK*5Inf2>?46vdKUp~Q`eAuXw z#q?6@TH1;~TaAc1mrx09`8sbZV`kCdyQ6!mDaf%{L*Jw65hp;-Nm07qpA<7+(C*Vv z!0+F||7i7n`3;Zn^v`&RKB<&xleh|AADf-OT127EDJ+udQh{K=<8m>r+z0hvozNg| z2?Jk830hdrK>B2zYt=51l`SC2?fkvGrjj6?$8B*;n-HZvFs!;8RRt+4^#>ELK0&S( zH)r6L5}ZGzktMT32vwXS)varq#*SQiI~!-iE8oD*c|({a4KpNu`Er!O0;4?6G=8q# z4O=RubD~u_gvrO>ALUkx#JrW%AFDN4V)J=#rg*iYus3vXZ``|}i)~XK?BQb2#x9>e zA?K>djnz&_QQb{i1^p)Ncd|pNkho=2iI-3>sL4Lx?PKB!e#`X2L&hIrT7$51bFn^5 zb;${&&`d#y?nUB3CtYZX)HyJ8`!TpIlCYkJHIzOOx@T2_8oNAW(lNgGB#b}9$Op5? zF;1$7b9Zpx_Nmn{&HjeRclu{MXcoRoI6sMnyAEk4%LPfO=yEq*G*38KlOz-g8u}yl zJPMWD15x0fEF>aoP=ub83!eV6IT4Hs`z@n&3ekt2{MXt~Wg+p&`wNqM{zhRkLk-FZg>>ZG2*m1jV48Ogr0Q(dFl+Qhe>>SlY`?4b8HNxYENCVt^MJ@T?D*i>A$tWaY^Se`B;{*) zjDVk`xIKaa3!rBRRFx;ky3Sm)7MRV46XwQa_PV1$!;{-Qg>R=Dw%&dxK|BVBI(!(y z(~Lluym*CKcOLA6DwI2-kASX7wd^`~9oRIchB5LGz_C8-or|Ywv80OW0;?UTpq0u= z%EgWhli)9=r`qHF+xsEPHvJnO-|3(6FpJ=R9^;V;O1sarUwWF2XkB(UMlmOXN=BIb z$FJe2hxpSz*V%ZmvBD9s*sjTv4g#+8hAJiRZJshbe4&t zT3zcEn8&1SsV130Gxz#cjG2dk+keTu9>2deed{5~`4v^5Z;T%@y~=>Jg$#$3S32Pu z%hhe|-0#td`bpi78AoBsDa4pHN(EK$gpyoW`-IW%rz=*xz#(7q(p)GCvaqf%_w)+w zZLlpnO%LcWxnj}TJtig8YM9OG-p8$*PGhc#q2mmO>KNlGr@fyh{jffPI=!B~ide7) z+tQ7)J=kh%zImS%5hlL1=%#hO~q4wp*AFNZCA7Uo~sO4&{}n& zRo7XN%^M~b2%^AxGiJI^wg0}aXIdfmw$wC;(ZFmycUyl48R4v)k zG9l`8y6L20Jn}cBnz9+q0Ogmr%GP*mQRZpgTYN9epgQI}-5!NHB;x57welNE# z68do<&+P(&2QmlX^V!Y2FD|X1H(kt%v`LeYH`S$T=*j^{0$M9WOSOPOcuKZoU?);u z-#R)u+z-d5(_UP7^$GDZ_j_KbvV#TX9MS52ZPfXp#iOs}BPMgiU#(Dmr@XY}m-ovD zaxlfD(mJvhJB&HzghHyPD@JztV26X58aB39j-vU7CpH}JVam5j74wNnH607}#y*Q% zD+k_?#YT+v3Z5zOU|ZEphke)=L4HPhpQ0TCf$Hc!R5{=%~qJL%|_{Lo8dD{w@&p* zCd>vp+ZhD>AosobJH_XlFqvI5Om(#9e|tYJ=#Tw|$9MWCI0%wmqdvT~D+1jtcG;6# zZzK9ng|&+kS#bQ!=onX50y@CWtjJlL3H#OiCbMWCq1{}st**Q+gLCQrqb5Cd=)}n~ zvBD`WczQi{^;{?yLXXRmx#ix&(r{oj!SWK?AtL?w{flwnWRL!0L(B#dGxx{bGqqtY zWFWrZkOR4?&-#+K_kl3q?Ebr9qv-2m9-DE29qfI3>Ag*nHfkf5C#*X(i0M=Llu{5e z%G2yDd6h_DFIh{GKSQxg0Y|u^(I~y3qVln5AZPQ~Nx~Q#;9hx24 zdXUNkQ|0P-_|Rn^Hg}|7=M@_r_JpkSn6c0RU`gSg*Yr5B&UO0U2>v=K?oDJAFe1R5 zMLsdUu#JUMuSwR7xn;O5+RplPz!_W%>lJ9OQDK~$=hBYoxWj`awV8`at-!BDz$e?j z8QkQomPTe@8dSkB)3bUt9-elZ?d=A^3s~vBJLX-PWg(+ibGoR~_qV!u3WwbKq^4bD7OFl`l z96bcX#|yGoce9}IoFf$yE-et@^rA?W`!yoxO0Dq^FagR*VF$raifA!z{oH5LevB$H zB_^ziRz9oe4q0G(4knm4Y#>zZfITVbUJdef!6@xU$tJd|VN60DA-nrdV3S#zBqMt< zEMz>Jq4k0rmU?fOuN2E(Z2O%9(P!_|VDWTfEA|HOKziqHA@MeP?9Q;0L?l%;gfv(5 z-58mH7a{W43c+P~%P4?z*)$D9Tldg2dRcYZU`0-apT*l3t!S!Ik zFb^~ri6CV7!O&tk6L!n$JPAjwAKom!&2t+U3XIXMUtq=i+jrEOp7+1u@tyt|54}8z z3_|G$=t}jjw04L?#Q}lDaw1`19no<a_N1*vb02zcvtGixseXPW=2)OON~cgO zC?6Kq6Rnbo`#+~u)(+Shd^>a=b zlSef*X(tYQ&O$J28hipmieMI6AD#SNU-!B@rRnl z3g9+=`+$)8dr;u%^*!o(8jN-)pAdZa4ycxVxSiy+po;88-%;HOFqXaQRq3b;h1VOy zTh{MF$@oJa!+?3j>MDQZxYu@Uy!69ZS<3~W?bTEFyF`KU68f2r=zkmU*3|ZX!{c}Q zXFMK+&&I9VoCgn&^UZx0K`6nNC7Ig77p8ltjqV>jiJT*wQ?DzBL%tR1-J@3dsNlVJ z$MEGqkT$YYO%{zuX|lyf?aO(;0gtfq~P)CaHn?tw?jlvx;3Z5ncz;FerCqqp*Yo$=4B*aEPh-v3(~O zN>%OA&3fF9HN3dz;W|ewPZ_m3vz(ZVjS<$ry<+c-&Bmo}{`lS*Gu*@-!E{L#t4>+& z<{Y!e3T?F|h1VspQWso2qmLuDP44;d7tTGH&fU$cuKW~OdpiHxiqA0UwsEhHr+xtE zw#{teo36p0(>s;&YZ`$1sFod}uPxj^Tr2k^umuW^&&zplmIt!PHz$cH-$Fm`khkv@ z1?XZ+d!3HTKu`P>lfL2KL%cY z!{c}QXFRyKoV;Qk?+%+}-am=tI*TM_uHMEqyTK*Ln3b?DTa-bz!VGMX;_fjM>OPB8oH~6oKP?ze_GHQK-kgs59h?^R ziLZk^*^8JEwWnyiLeBQqFVawPKju+$>LwIV8s_FJ5e)O%w`EVxM4?iSHAV^X-GDn= zY}lhki+F-?(F;*c|`EgS(EpV5}qUrn^W_V0>=^m{k}L zV&mbmM@w7HvH6Sd(#gC;F=DNc2Cp2gF^Ma$Ui%*9#o`b1QtA>>V~*ve6_L)va3uqp->AX9Mf-?&^?0Ig$7RBB5}w~&^-9rs~L{G zug?w&6NBqzR~N~-Z$V|)9VhwT5xfcDT}F>{8L`s!>4nQge$bTvWqMVM3S<1F(Myv5 zt^cTDX#0l8@AS`j99!Y{a|^J9#W~~ay|*1v98*9#?W7}|^h|2-?KVdb9y~ch#T@`D zC#1-w#8MH}7E#^h1V;$Sp3l3n#TUK1CBUp@zXPt=#nv)fPT?{W`|2AR&Ol_7N2X#^ z3_6>_KIHHw2qh zX zyq^P?fClx&wGQ}5vB~eG+6BmMVRW88@Bre=keaXf5s>QKR#}AIhvYupHund@V7V>J z$>vrgIC!1I#WIRRq3bx0QG7PE^(O9frWi(+aT1kQ$LX<6K52r}Y3HG3%Zb3nGn=pv zDXE6tg5TzY7X%uA!{a;sGal9lKaBP#n8Hop!gKuibDy)^Ew6FO*3jC5Mn^J@k&-s8 z);rb!aO<2OZqiIepDU<}ryDF`i8Rn!SHm04+z;K8Ow9ttLLaQ3#7^Vh*zPRIuXBUg zt%qGbSHn;|f4Z3JtMlNp3n#dbrWmc0oH|PMQ4GX0?<{R~AwvB-#+`BuJmI?8)Iv`2 zMbx_g4uzQuJ)GOcGhrf3gdQEonadH^U|Om=P3c-A*nwj{A0^k5Fux%GfKGW!?3v(O zMfoEZnABMM^-U6hjUUu2Dt)AnDdrXxJ=EHT=_|SN^2Z;=+Q^Kl&yI3n;eN$buDh1t zRl1j@LPZXSJ)vJazQ?u}~hc-Z8T_05;Tnr6*%aM$<>cG0hbSV$tzwt#G8{T=% z3ziROuOREkAm&OVa_|fvkO#h(t>MZ5O7nZsaWnlWNuBga!qOHjE^=25(@SsApm1OE zwj;z+^3J}{^8B{X`NG~u-|+aI{uvL+Z0&u$6I$@FB2ZuYxe21_U~?t4HwW^vT$ws8 zT{IkGy+HT;93)x2oKUzChrD>)Z%1hzgCPITW4n)@M4R|c%w*VTA+|y4+?>z{+}zj} zoAd}r*kbz(UX=zSlJaBLWfdMEK7F)Llr|f2MzC6+nD(u-UFNO%c0Zg4e;sZt+j-@oSb8LR0 zgO!}=+#m5(8*|qs$#;3b2fu3TZL%J#h2<7&MXXD+VW9(`o*9Z5V6%%ScB~UIVVQBv zgpWSVgKo_6wSmt~Fwvkt%u-kaR`HLhcE8n!BsISGGI$e-^ns}E%iNgC8HM%wd=_oH)6#ceV1B$)LOrJka% zD?EBLt{5~v2VSfhm9MBBew%*~9I5&Zk3Z<20LlIAkN4iK3%5n+MddIfq{3+~A9uzW zJm;I%vgkEXXS*lc$Me2m`qsQk7UGf5r<6V7g=*lmlvHh;Y>8j*^}FqwOb%g zZ*c*ay;~Y5tf9s7plq$MA6gH!Zh1NH2v0k_(y6-RQ5c~e=XjDZbOtUy=`>%(nJ2K+ zR$Ewtf1Z`*eRmhs{mRog$bK2U>5Q6Q`Z|tFX_R}}^0pK+3ypp1fpue9pUswuWiMcs zy`t{MeF~U<^>teQ+DAZ6t1DONj417Of`>; z2@1eb;GvM5A16dU413Cc={8)E)?Qb39gZAwsjhe`*!+X&3o;hI9r z;`M9xki~1xrk42`u7A-EckMI(hR0mVH$1-6KjCpxbbhOUi#(LHgb0Ot9z>HDA75(U zrVsJn{hu4u)lmkm4_m(T86bC3t2S)8j!Haav+GFlZnF8fR#)yGL4oHChSp8V@cqZr zFMGzjaecH;)Y^?Lz~46fU6|H6^kV$E*kPOJzXMy4AjUR1ekT)kl&wGlA|Z*S_^u4LFoDeSnfE4M=#}A4gd1 z2eLc-!$)lKcra0A2PJSpUUA_r%9LU-q3ly_|H=SkEk#q;KPN*~BsGJ+*&Fm>0N3m@&$0QsuByGj-ZR*{ctQrf zs&q4zII0a28VLvVT$IqIXDg0{Y;GX;CX2o}Bn-_Tdwb}`9smIze&=Ur^ilfdEZGja zIg}Ny@XGpO9nP)#xpyDC0hGo?U+!9QL9d)%cvUMK0ELG3@T61#@+`fRyj7PUwyss& zSYThm^>1E$CVkx)B-uj-7Y%IC`+OM}nv0hGWQBhw;X9jKNL z_nzo?H*qn7hgjdaxzpK@cquxVL5m9BNR1vD4^4t98Lek|rM*b0>dFKS+XU2paJfWO zXbg2KjSr)OyWv1bK<_oSgWt+Ol<^IZ@AOa4yZXpIl8;juu4=JcR2a!2_7AriL&+53 z_CY0o#YRbV;D6bzxjJVzg;R3^woie6-R9kGtl!<9%iC5DgWPx$f7b2Tf)&PO!n+$= zU7O`(o+HIlrX|?aTO={<$=v!!>m-+z?~<`7 z^As{?%v_nL%tWTBNMx!^p(4o`X)q=#nTb+nCF1XY&gs18Io|i_J->6F=Q-!RuCD7| zYv23cciZ>7_H^&H*QXI_r--`V=6ww(Xrd4G4oU+yxAwZXt{ReGj2Q8?{=}slB>b3< zZ{;uY@n>gN|L#oqFH-SC^_TsOHvCdgGqF8mv*M@y2*Ry&Hu`n5S(*MTM&P&lX~!-Z z#B4U_2k`Int=PTdr~NwT|875RbBy@9n_Cf(6V;q6?vh^VME>i9{LblK_D0)XZww%Q z@R|_y1=sKTX%Zwh`t|w-aO7}5c?_)hX@9hz_Lf5_qlDBGu8%ay%P(ELe$P)!la3l< zr*;ELYp-)r69FrJ+OPbymUCteo33q#!(QTKMQ`YTx1Y9^*tpnD?key!NIkDu+q`Ul zB>g;?Gj%8i;$y2q7A02vwBPEd9pBcd{zQ%s&d;4&^qQ1d=BJ%G@3$!ZDHoUyuaBSZ ztV3tgA3W4iD~A0Qi6Q=PmiuXHQhSV*#B-p`g>X%Ne#KAwwVzfpB0_O4OcI#6>iNm6 zf4iUdVppPPXi61~koglFcXc5~2{9Ri=>}+-;j;}JCIZ^xFT_ggSAlbsb@$Fjv<~iZSFuY%mb#)(u|Q zPBCo{TkfYd>zTBlw{L+B!Q-aYR^8}M$ij{tGm>CD8&4X-z5F5a@11V^-TXA(Wib#;dD-Erd-7UbtQs1Ci@ew_^KQiTO(haY@ z%XR9PJiA}}Y5Tuiu^G{8hGX7VW>tXm+5eKDblf?H3PT@zZ|YI#&F&Uq|HkO|STAzb}4&x20G7v_E%7SNyc! zm!B0s?f1p+&$jf6pZ3RQWW`VWW8=Bx#?z`vFM)rQFI zt~~Tk{e-srTZ)R?(WC2Kt2tR7t%V^nrom*n<$@Z$lK5Qu8y?WqY#*ml+`mjvbJ{=i z`abJX2xw`|cg?gx6W*N4ViijwjG~dvSXS6FL5*^|oLG#L4EW8~c)#^o5!8MysBMwr z6fVZB@JKIo)Y0*`3u-lWEt5X!YD;*%dBJ1Z?+a=wm)?9`ucZz{C0;5Zk7xhN#3&n4dBpL zY8%!LtG#Ku0j&9qtIS>h4Pwr(8c-+ASK|J%C~ySCcwTtyTYJMlee7HL^HSlj`mPHr z0cZ<`Yh62|h%z+~_3J$of^Ab%>9Y2MD7D!`#glqJ7;VizEk1V?nR$x#R7@R)sh6wk zhOX-^6V!NKwN^wqxqw|-)6)U>Sj5LcF|6z12N8vl>vWCpE)&#ZM_yQy>pDa0W#NnG zR|ld2K5a^(BeN*KcuzSo-Cti&t2%sa^-jxcz`W_W@I|uuZ~6E+{=cr=s-TM-(^m({ zhsU~=j+!FJ>}hqz2vs=5lC!=f<_K~#j%?Ohe+2GUJYL6VWQW8if|sC81Mq165Yw0K zh-^H3C#D!jk#XzwcL6gsgcI899vRR^LBd1#TsEOR#P=j}JAcMS@O#NG?tK2)GC^%K z77a;RMP4PiOpLsdvfT{ zCa49xHdItt>h}5cM$+xEhRJXF__keqD}PQ)FRzRk?=~msN$v2VO&BGGd!?KpLx8cg@Sezy1J zTf()zTYT@AMtb2kUH_GCstTQrmP>8z$^$!dH}59~{V1{d+1IIx1!Uwim-;xZl@QUZ zqC5NG8mN`3aS3u2pa>x|-cy-ez|QaVM3ZOZxAp°A5L+T+&~O4cWAA*b%ey-(}D zFQ~N*&d!&y_yA*Jhi}mRP!vfNf4niu9ay*K3sf%&g3WDwi{1&25YZ@B_P#G>X`~x= zVUg(&IDRaWk|HV@t0xZEmqfG|qVFt7-&7z6mDQAvWuow)q@^g~ z;Bv9+&n~Db=`u-dC^mtS(#K->(_{2h^TW38B`GwNeY?kw`tJ*BuIFUlQCR!K^O%j1 z>sLjhn*lW{yT(1iaAfaL8rd0iQT_Ez4lWYcl zyK?eq4+o;xvucK|h91EFRBy^QD-O|g(N(9)Z-PU&bDmR_juG0mUykx-B*Q-QN+-kd zGGuUScKfP3xo~B-E=PHLAJYHCHOP}Whu#%)T~Y38A*{P#mBxQO3GyE>(-Qk+e^*fR zy%O*~w5k9)nFenf*_$uR$6sAg8+ux`XH>`p82vt*v!&S}c7Z_Uy*U~X?qSZ<)2@QX zo?QihGj#}!XdA4>4oL2vS^vU2Lr8q)f4QgM16kivI>78Si5w!vLnV3|2)A;Yr8^x1 zV4Z+1f5)X%^tiUbH$&_K=-g4xB}hI&9*@{Ui)FgeEAO-~_tS0?NG@GWWt0nmVc`d{ zIcyiur4FHvO{d7=j0rAj9QeBIc>Y%t)GADJE8dB?0^Q9ZfBySJ%eMEQ4~#!m7&q;0 zu{x##srms?Z)gmV+kDw@?@kQ6G|f>bz4$UgEn5HbBgZO5D42HsL?XFdP_q#&r1E`j z0j;a^Gjn5u(CaW_&;F(J1&+Gg8U2SdP*709T8W@8Bs3r0yD2u4p!|fmK*_=k+BWp^ zvE6b0KQE}gnd&((f9L=--pSgN_Q+CI+a=aUSg@YZKk zaqOVVvV8wqP%{*bsm+TtfG)N{XU>B$%LKJ|(>U-%_7PBy&OXZjQ182fn$a8)o2hLT z91q*cDE!cS+5YO+?d?B3{aXdK(?{bCD|@%Yo#+jA%;c=-rghax-3SIK4svvB3}X1r zf?8?t>UXbd5%kZ?ZPusLN2Q~yoA`!QL6dDnGKMp3S^nzZieKJkEdix37FR_Tt1X-V z>v;ZO6V%KUx%Z!Xz6DB6*vjXIH!c&@+V0Kf2lDR#of=g_D#^ZO@%ycU+LsTSbDxbl zpr8IzPir9mvhVwKK2`*^e~ieAp!SdP_*YM@2x@<9g#XimTB_JZlQr4vfW*h|Y1-)b zA68fq)c$$?|J{PxUWH>kBD*G$N4V4_ui2Sp*Bk$QZU6prR|K`ce~wrF!vB2)e%aY* z{m+8hN>8Jeo<{%sHnj4|e?grrO${L_s-C!CQ0+2wQTTk`G!S zhIhGC@$cP$pqUt{xh)p4zJ`Yds{)|+MG-e|M+|z$);1Hz!U-(=88^n+W(jnPh+HHg z1D?KC6nR6aKoONxvIlhw;K6*fLZekLI%vt9nDCJca-Y4Olo+2Rq){CrqY_AkS8d@; zd!FW?H|dddX5I&&#^AhEkP<7(@cejqztuFJ5){>w9p;hn+agPpB^ZHui#*rVdnsTQ z#(P(M_Zj1K?`It1p#*%YbbqeNVQ)+(;L6Q-?I_+s<3;9P;fT8x-#xPn7sBdo)D8t# zd9VcWyqm@hF^*G+3UD0w0Is(RYNT7wgKW68)Z_U^ICC;gBd){*9ySWIUs=-x9-BD$ zi<|+Bvp83~Pj|t~(kou{T@n!bT7Orqe;No15tEqC_MpwfVqFsBUx3~39)<52L!k9` z77^&4glDX^b+0q6e)y&Do1ONp{AE6r1wUNhwc8guT)(b@1!wsZk&(x{>J zS8R}^vsYyGb5B^1RQB5n7f=%go%*e(fzX~g)9}IX0($=b^1c&A+^{#KUhq!eXF^+3 z_{#=~n~;~{+UloYjhJp+6|oSw3k$_cVSanxBB{K};qa5Zkk>Zo8Yc0X(6jbj;ebsB zxT$Kqs|(9Vp=%n`G+RZX+o>aUh@B1fhwgIlpPa;-x{FAO-FPJSle7dz=fq+riN~+D z+pFR1u&O_CcV_?w0N#j(}bHHpV`_kNPfPpF;k88I8 z(iZ>u)T&PoETf`#?1}A zHUrD6#~)uhJqNTjm$mQ2+5V7^Z+6 zO}JO6y;|u*KJ3)?`%K;V6zyJfU~Hqx1JEINR`yo-fVLV;<`#AELt~sV8^MwY9gPj1 zHTBDdy4HoS)(pkyzI>XzPAdjB63Hi0F*^~b)}w|L)d}n<-N;Kc%PFz3Xcct(UBS|% z^!(o9dRY4OzAi2$N1XC`Qc1{E2~TT&IvYWrfG2mo+TxIJfd`RB%R_}gy!B)IDLOt` zTreEg8gW_!i=i)WtmfP}gwbL9_S7jjKE3x9drus6%6j_M?QH?4pi=i(J{yIRFdLQ&}=H9$}&tvNxq-H zMq2D1%n=5dN~ADz9lJfgvcF{QIv;s#MnxV-bR!ZkJlJ4&Bgzm@^Br5qSQ&-udn-04 z602hCHyh5|-BQB09sH_<*0bT1CdrvX&v~$0jB-*ANrtlnbi20t!=v|KjpwYx zwUyBkM?D*7zQ#6L0A)-B$azB?QXoNt{}uD(k|)uI_lRwe@M zbo+V?-})jU^?_&^mS|`pgr0eIIR~MG2M+}MU4p{I$ay{WY&2FfB$Cj70QMBFGaE5q zhaQt;3}^7xfsQBHwaX{^P(Ir!57Vp9!D+P3z~v?>2tU5*uw4to!2`-4u1is(FY9SH zMt*(>*E#2>Uyn2)itv$}QJ<9{dBf_h&*((a1p%4HPTP+-S>4rcL4i%e_r?0IO7Ux$ z@rLjKb+i$FZ?bD_?FAc5erS$h*Ds69^&1C*-F>jIpzVP6lrl~%T<@|`Bpfq*^4Jp; zuZaCj6u8wTCGe3mK8aT3^mvU7%Wi%qGFRJ0%&~I zj)#XJ*szkTa-9~0T_5?7dwUwz8ar|1u;~Dy|9C*YaW%NoJlW7>g5S?NbTszaV9ktR`Ss?qxc`pGTRQ<4%%EVgU&rGxRxaJEIBM*JPfqHy zYA+o()V3RWcHH5^g@)WZd(RSM?K+AnHzr!FUM6WtAAbj4FPImuvYr4rE4d3@M?=6; z;go4RnuOHhs%!5ujUhv)PHbxeF&5aOA$f@D1aMnk&3Tvb2n^C$T#E))0n@v@K$%=R zOrqFMXe4%r7-2)dC)MQG<3&t9kI458wVv1yHS2P-f#8>6{XU=&oue@ioL!p+-XC`I zZ|}N@tV`son~tW!kq`SAuh*BOO|(s++`>!eOS+A$em&Jl%+Z*NW$p;*M-RN4QeZ(B zrVHQg^y`IOJ`&w4FXxfj;){iyhNBQ%@|D_2j|D_CofRy1DM9IZI)y&2t!QlgR!!IA zZpe?)fYko9;Un$T&8h!qG$YmvYa_;EzEk-*fez!7}yC8M0p{%O`1tfISVjyhEZ&cSKEj4I zZnksqL^fukqtXhv4qe|UPDhEq7+2M*Kd=WHipy>XpEtl0&5%7ISrkw*adhvO_|3SW z+IEI{>CS1jSFJnWDhm8E+amDYl^^r*%})DP{&M>mjSu%6yO#rJM()jDufL6`8TUqY zK2L*&dmHi&pS_IY^wylcuAK(WwfuY6bX1_tl=N*;ngu{cF{yCQ?;+at;>k7QN+qas zXI7xIW<}>bEsihj=mE&s^eUzM3u10@*(eb|0%9ro3#wgPf%j}vYSwyX$m)rd=WpJQ zaxzDgVsblyyr#W0%5@l#be-!=W;KJeiv~Fi_R45nL3dEKsux?nXT6+AK`)VE$o+BC z(M3LMyuZwq7=l=N1EL_5KzU~my;30LA~=r2G; z9cfvV@f<|wkw|#?TElDee%B#3N<4o?E3%i*0ZOjYnU1SB0u$BktR3NNfii8*^cXiI z4rW^`Irz>80>i{@d`H*fnLPsT>6YI&)M5|kwDiQKfZ_8&^Mc+R$l2y%Ivek0@SoZ^ z)O92hc`LTomX2NpUwMAB#*F)D8~p>nkEb(1{4~4M;;Ir<`d*0JpH3Q5IFya^`WevE zwIed?TN|M_!A9ZQ*>|W=T#G1z_6?jL{q%CJE)@uc-Y-$=lZVo`fk!!77!g@m&)2Pz z^+4AUs&!@EOJs0Y{!QS4V_@2%Wv1IKi3lTWGN_fi@bg4tk_15-iPD?lIaI2dI8rd5 zdb6el?n`2p*&R2WkBPXDESdOVDreqEetaRa?r?e^drr4UpF#p)>ylA~5? z!h^dVci{?OCvQ3kwHwYFJv&T;^rLfRW)cda zb0#sRilhSVX$ihe%Pt2pRV-wh#|2P4yDIllwRYTfzOlo!ooCuQa`ZUvCB#q0am+h9yJI?`vgiqBm^R5X|-GS%W92r?*P1 z`M#l67@gt0L&gi_VsD3Ukqtz|ubT2=HhRLQMj5XgoQ|m3c(L=!*7NXnpX_T3o}1{y zZ1CfTlL64qJw`BMUT&z}N7?0jqY|O~M6t#|I}1|d?{+tdb|M;5F@@KX z7~0R#$!S$=Kmpy;Mf;c&V56V%NbSQ6bivd(HdbLD?E8T4e8^!%DIOlu7kr!XmKl<( zNN1JAH5;~6V&&`jV)I0VD6ciH+BTc2o^6dIgI^V_HGt{bN&e!(3)`K)--$y+P30SYJ zWlt5_0YSv#Vn_BI1n!%&L1(rXfT`x@H>7*UP@&EJ46TcsaFxCLRQQsGeOGY!1hEDM zp7Jy0p3wWgp%&nk@mW~Q0sM{Rq(x@k(0P;NW4=Z9z`EtG6`|+^`e^%H>u75TOtsk9 z+vsJWYGNrfw$f7&t`%2lCAr*CvmXeJ-)0sB!osF6EE`jhwvDc#=DQ29=FZ(ZQsG)u zXs=hy*eC+?gAKNhkrZe_iIhEvI|w)va}pdzmm6vm`$#TMe13wTN5t1|tpALI*tABI zXl~-Lt=og^cGzNPS7jddhLbqD{v$2-_#yn|xYm=r3c}V?1jid%usW5aw~~{;|c=Jg3cQYVv&;Z@w|eXKp>_`$a`v8gofN6_Sg0Z!VV%9 z0?+s=R0Nw}`ydy%v(Mr2{u|2;wYnMGTL0u~?6yN;Z%Eu2zHuwOc%e1}8(P$9GgevQ z{>jemvpMGYXxRr!k`gIg#<9cV-bWow#K2^8oR}9o`GoqPcxr$zTpdWwiunD8THPhA zC~%|>1ZocP-0b3CW~hl!zW>^NfDYH`OwihCdO_uZ!>V=rC~)k|_3*W%q5RUe-*2eZ>%1CyB3K3I zq}gwc@h>;js^aZap5CUyQ>5W)Ue}$W?Uc~4t^zSWmOi~`to7RsHNvqV(oh)#SoNH~ z^vI^)Zm6*lUp1%}w1n%mwV8`2{{TZxQ~nN5d@;U#hi!1DR4*>K+=bYmMc~B1yY?^h zRPgrd^wsj!%9thl#XG0q-57Z)Z|iVY!kxRV3pRb-ir@4%T=>MPflnwYC<}bq{4Y1u zw2b5?-2zClQ=p76SldBI$c=c$rfIlA_S80Q^rxQZzrj%J5g?t|qM{Aq4|X36`K<7p z4KjlGHA?Ka<2HJg2joSFz%{ znX~|Re|fBGZ76r1i4hlxeKNjMuY$`muI8to`0a+8^o{uim5(=o^SXoc=HhMNHPlL( z?;f6HSzNLs9j50D%t80HNyBXD2N)zI)>6Fq`x$DS7mPiaxE*lMvAY9bhlDV#7i-*C zFA?l`FypGilA-n)RdR{4%i^52yEHbW^!O0}{$a)KNAcS`u5`j>|9V4hd)3x-#XXxakHjBA%#?ilhS$&`x-D3EO`q)G;^S|Cu8z=u@-!l9Pf>Xb` zDHp96Y6pCX(pnm}<0B6)no6zx03#j#C-OB}u}fxA$Eau@9Js|gQDX84YJrbTGd=~5 z+$%aGbUYrS+<4ZQgdhCjeDs&+p9@JW=eTz|0k6bC`6$W{$R++f_jTk48yf^(Z=WAP zypL)lR0F+XVZ$@Ri0uR9VYXIx6;~Mq6<+OsGt32@S6P~L>(aq!NANBSRi+=mzuN%+ z@PB+OfAJswvZoQ%e;H~j`lswx1hthxjegNmR;qvT2>ez-ExBy-edBckP^%Pl=Pn7D%7!V10)lMO^BB=eV z1+@Z=+AgF~3>$J+dw=?G1U0>p)Gl2@4&c2GYob;JHKJb&YCY(pH&LP_5c4;dV!Pii zsQG**PH(+d1r5$+Was(1(EaOHL!TEKpiA{eWW)y|z^$3rQx1^At{|x=+nAaNJMz=7 zt&gjOZHVDi$o2;Ggp!WXDtZMGkL-AP)R$AFa`lw3UWBrXM zD)2%uggxBpw+m|8PgA-dEeUF=Y8MmNt{p>f^GntTcy>btC&|N0;mZZJZob`yluj)$ zaBt`FnUmc}DK+ht(xN2P9^4x9dgqFurW<-!zQjcX0;)`EJuZGOyfj>zv@ z5!C1=)|>EumWEYl2`)0m^62*pY7AO}&ran&0Nwzlb-h==FQ_%`jg>OsyAOI=YlP%h z1T~^P(@d`?(s`jzdHr}_96ze5%zD;e&j7;iEXRzzXb{4i*__pqsx<5K0=PZe@03nN=cTbre~%*#elk4K2*v8X&W zX)~*>F}40Kq^81T{BZEKG{~Gm)Gs+#AhlmZYVp)0v7WrF@Z})7yzkU+htzxqcjfki z1`K<3OQ=MgLN+9_+?N92UOo{2uiN|gAT=#~ zJ@fjbm!NZzO>JXp_FoQCD|n_n$DYIsGuvV>&AIGH7F{h=muVS5Puo{Cn107HNG-?0 zb!4nZ2t+kL45orQ65f=~8KT*Xm{Tq(?|WEEsDZEEah*osB5mtw*zS!)noGyJCM{vH z&Cy)KBw-n(rX;kwnN-#Q?um|M=Tn{h!yz>qplW<}y%at)%BM_YB&39E-?nUfI>!cQP7oG)P2HpG11-+o+()%TZQG28u=k} zt4u~0xO~smhbsH~kQzhv(Tk$BCihz9w|M>!pC%$wcbW?m`>GE6WyFz* z$OH6SA+r5EWOcd;gvz5G40O(&~&I z8kr>8C@yaZ19LW(t9hK3L26IMc4}lFih`HIWzEz+dC1R5WGH-K>2U^zE+PF#PZ1+5 zM89BqgVZGtm-<}KBZPWV5Nk6;fUjW@_l=#2$h@|3cJLu7h-7iSr^x@fY#`*++rpdc zRqn%8ssjT=p7zV)`)7mHZfkqp+3+q3D19}jS)(St`7LS4)t;8qnXZ}$x>dyxm*_a(L(K|dl8(rEln z5JT$}@!+bcHbQJ{6ohf5EuofVBH0hiQYjfw8|;Pg?n}52c7SA}l zIu^xJ>BL1H4TUeCU?a)>WHdRhBXeeq8Mp^a^*7{=6Y6zX=m~=b;I=QJ+l{gr1#0J> zHXbX7GmGUP{N<-m=DYVom+EO@gykCK04%Nl1k`V<) zO6@n}>B|Rt|Eoc2nPmm1NEh57^2WQ)+LG@>YFBO6P3g4wgWA}s>=EfmBw*h5i6zw& z(tE~k+`e}jZ7}@Gp)lYC-cECJ!vnF1iZ;9YzI6y3IgMx-CX!JejftsQFdH;(Wjt@m zzCa-Jc%O5oDD_iUb!E^`kWJaORO4xe2RUJ&2?=JxBKKL71r@wf8l#fe6=r8il1IzjlX zNd=F+FM3iw!AyO~24-bABWsSBp-?*&mw_)Q;4p*b0pnKzD3GLNYyJUGh?XV@kj=-T z_1Vu&uXfS_K{in6iv1{|LMqFR^>H$kx_mk(zPcRk|9XKo;cG7FP+dEdN!pLR7v2qx zIM1RNN9$If+|xo>OJQ2tKbi#R+21$oEUZ9k+4q#DC?riFrj~ni=b{a|?lzHYqM-pX z`#Y&0H>jY{=Aqf%PE`Wy4AQny?RNt#RQ-_FU=ML(OwxD_^5-zX&WCHP>(Ho>m0T7sSh}+%m0!nW! zPd#vr1cK_xrS6(eEIXe6-66GH2IJc=XjCDdGIFde#Q@ob^L?18L2%XAfR&aYwhU6E z&or(eEmQ)!cSAQFvX@`KQQjAtP<6C~@bHeFeC=SAcgj{&SI!BBBmB(Ve%EWaC4E5%v< zsss8ka6giFkUwe}q*m^!z0)vT0espjqBtMw{-1}`QWh#LzW%?99F#vTjT|xW+^{TaZGvH{Qo-A{aE|I2B}S!F;&v6VFC7v zr|u!ljLRT3=ZzbN#kiQ@zOuQ8Rq66R@GFqoKenK4R~UE9x3j?1R*~V;rQdIF@%+b} z7auM@aNBm3);x?F9Zj<-_h;`%FE**)Hw@}qc065y)c!Hv|LUm~NbQe}@P8Uo`>lV? z3Z(Xr5j$5fb@86<2b6oaO?eI7d&0jPQp+KhtxtMJ4CO>bZgL-1efN0&k8A(;pIU*` z{{A^$`3wK|5%^`Fqjf()YAYR%e(rFz($DCB-;`E9`3FXTJUVU7lbhZ!FSCumF6%6+ zP=46^JoO9^jtBW;Su3RArw~Bka{~o(lJcA3(a3bK0^HSgbX6=BW0f%8-kunfJJWm!5w$ zsl_CLLn$}+%&TiKI*iW?a^;}An&s^(g`!|Z@1q&>oE??kDmIgSID-R7>nib~T@rg{ z?sL8k3&yJ*Q`e-A%HZdRokc&o8epW`ue5g0eq4K}wJx{M6E}8o-QH)Zi1ka{k6%CG zfakL+R!N&IXVmf}(^8n9kHN+AqYG zG`43C*P%*xaEx)koDm$02wNCqOZx)gZfszHoKh@$Www?l;}IutPiM826wVSJG-_B1 zj%C1ywZ*sMPgbB<&2a04lmf`5IsCF9vKP54>u(~6a08*$`n^8o6rm+n_|aL5R3Irk zu5SG)2W@T?TYG!E7`U^yNwie3B0t6RdqW4Ou~qneTG0kx33lh9F1L;6G0pafJ7tVV zaLj=kIaOCPg*gO!7e`V7RowwH$DYG4f_60KCRY&hdi052 z))oncL@9mV;thSfmB_z*xPWrk@}02L4}x7!cM^}iy?`ziafm4L?Sz2Kt)GWQX9?u& zvSTdqH-XX3jygW18qu@bsc(L87vkT07QQZciwaw3Hno}T0uEP-wu^0_3AHZCWtmSh zU~N3_bLsMYwlZ1!+5NQ)1x6yp-E>h8J-5ql>Bk5))-+r!h`` zy#?xz)qToN#*pfLzwMIiAkawnjPKdLbU%zo=83|Cn{W%hzNruDN7Y1|ibAMJaKmw4 z-hI;Mz#3i<+1Wn_LE-~-A#LAh)Q;W$IAz-u0Q;SGtSMIvN6!RJ&62~tp_s0cW>U-% zX$!O^XkGS$_o2_ydkIOXp^C0{Z*~amrf7fiMCB4Pjk>ySOE3pe(Yh0}oSr7U+MwzX z#$N!dr`;xDwU^Z|sE_8d-e{D9VqQJv&g6Mzc-uG-4mMCj?MZ6QN1av_6% zZC3#*M)9x98k$KZV4Kb^$FiF{(bk!wYaK-sn5%7c+Ps)cg3b2Xr<=-2*iv2(o|ft1 zRiP50$C4Z|wa}RZEs;uCZBN73J;xKUtJF27msFPc;YZ#2q5FaO$jCaIm>5|MFN!wh z7ii#_9c7Idg1K=g1735MX&N*>+-jZWj|b+H^upwsOJil!S_D13Yzm435wUsaUW0rJ zZ%_i?VOY3#e_sXl81VKg9k_i{1!lb09t;&Lf<2^7A{i!=NWX-n{9FJT9v)X>pIdDM zaqlu8-;rO9cR6*PVcz*8EAfp_`&RyP`!Ki~e-lTYgTt0&N2ge#(a_rW{m$cO7{tth2kFf!k(7I?g@!+c{uA$r3Z>ilM5aICra)^i;(qQ-ZRuxl0r zi@IL=8>4D;CEBo^{frbSS~>IWdBcmclg}EQ^Bl*=bN!t|`#2>eRIN>w(vvZLWOMJ( zO9O0f<`i`BtUW$j{*+3jPaYrMvgU;#brjxmZ-Z}Uk`cbdTFdfbZ8Xj^3UcN@sES2D z67N0Pql7P;jB}IkV8az3_fy`x@)gvdDtC$YFK5)|^M#K+csmFhG3k6EI_e;OY)ww@ z^-(yh#3EoUtqNmKshmOjRp9t?E1yo+SJc!>wv9B760djda(F!A0E#yr2FD#B$3q__ zs0yjve>i@W{}V=y{NbreJ-rK1cU0F|<;WGpc*u5DU_}IMWukaWw&N^nrx|9 zOJ5`!sdLd~^3gT3hL_>th+S9TST<5_U@~O46NU1HRbDk0*P#M_*{?5E>);LL>&koX zeaI@zzo6~ebGV&ONR+E5g&V4_It-Z@=u1eZWaB9jcQ;c34RZ~w&X61^A#O&t7iepu z_9#Q^Ich#nEQ$;%LdrDhM{%p`X|MLTY!Xvd8uN6wui+RDo%`*bM!0634&e#EEiNXP zkk#at!^%BQMYqa*aF3@Jqn5G?o@Wd>qy8uyQ+XNt(b6m7^Y&LaN4iR2nFT58ZS3@T zE|mD`-J4`sDr1Aso~WCk(b70+Avg>Zca2oWjl4lV_auj%$1o^el^*KX)q*b1y=Q_b zXJG!~P15J;Ixw4ev)Hb^8r;MD+jo6kM7`H+6}EEG;Fqt4w}h3R1}>h7&-cj4@JmmI z$5MmeXVjwHW8HW~lHs^Mn-s^D45Set6Bu858Dd|*RDIBT9%*?_9ZCzk1TWcM-!R*D z8(DW>t!sIa0VDbh9(3hJh;d9uTe(0MZp1e@bN6jQ(q1N0_XXRaBg=ng`=@bKbEvo8 zZFN7`j?$F~<!`?4T2_m)e;o*q5#S*@TxxWuSM6+O{E>BYMt%2T{CrV9?@6H#MoA+9$=2Fz3`{2XxGoP7W5=+4 z5<_MuKw#%)ng^71P;=oxPxx+9FplG9wdJA5tJg+N*q?F-sq)My(LHOh%-O*s39jE~ z)DjG%PF$zVffvlDOa}4`QBu;I^phHCuo!P2^n~dWsxcznc_TFy_;g=+5=bkMT_cwz zX+!};GwhI>W_pNNEgo3Xc^?JKRU5VxJF=kicRPX)#4d4I$~;n~@8(g4bj_pVKBKT{ zEG{_Jj0Jk_&z;CUqXa28h7QX{Z$+QCS<%_GcSDPc9m&B*@6lF#{;Hav85})hlporl zj4XJbO&qs;i=*!3O;_|VOI-WF=kC;>fepN&Dn85%D+WXwui0gX(W$Gq&n(K~_`r09 z7uu(=*z@Wv{x%t$+*m+HOmM~#6w>P+sV`^Lwu(H8A$-`17q!G*aZpwRMR6U?<~LvA zw!F?6w(=M#vR5i-&zXbpuKlK=y;jho)Y&X;NQvF{uPL#8We+c-&hNLOX@pV5u-Tk? z3c!@rOk|t3-~fqcCCvqI2rg&MiMF7?^4g?oC2ikl)aoPCN~JgC0?&Q2=Hc<%=ncW& zxSk{(E)edsDP~RBB#h|`#}6%ABI`{vec31sNQ`lpUHYp2mmkR?uT zP0P!~aRwP5Uv!(}wS3}Z;B1F)`;#;55R=1V2_z(LMGiPlAfUyVTpIUH1!cKEcEp#n zGkga`h4Hjbw@TYKT3k)`{J8e6UI^_A3iM)O!3HIsP71^ifg+_%h8L-==69{(t5CMxW?f2LwYIz?U%~-+wsi9_`8Glu3p z{8X~aBoYNy(0`WVPX-oA)pn;(_m}opsp1jOGNG-?`^{0|5+q)`XP5XfX)xA*O0Bbg zGdeAKsNhj=BaB~3t15_mhfauVFz|4^fu(~XXN(0EG#NQQ%NA0AMr+S9%QZ|$ubXhQ zTCW~h3JVgV7+)esMa#Dg2amy=aMe`$b4gU;gfm>TyYO*WcY_WO8i}2n=t|LrOdM|~ z(OnT}ffEm=-|VNf#T(mN$7F8F;t-~Zz1sq8aBcGQb&Vl_wN)qzmGtd#YR_LY)?XE;{JShPoEk8y(j|rgFNb{PE2?CWg9+~Iu zV{lPaAyNLA5oE+&9;|mG#{3IYMeE#5ArorIy)0^AF|OVw!;S>(kI1@sJ8!`wTh-j2 zru#tNq#9Sf&>GyH$f)Hi`x6uOPZ+gWzO)dLqXn-tZtab z7g2bW?$*Mwpb++8)@f}%;wDMhRGAqM-8RMB{VyzM)B>fa8dN9lz(k8U^~hoq@;thW zOO~z*E}BUc%LGp%hqUI!lY9qZ%Ii*~>MKg0Evc zo~W-dbd&lwQFf1V%V2N- zh-jI~Chc9$s1*%z6dEKX!mY7em+JT4MfNR0Nkn>C@bra|X{y+AMh(@JlJamQ!1$BArlPqQN#U(fOJaQJX(y zn^*9%15!>&iC$1T2yC}cEnE^T04Y(yw?$%Oh*aQ{b!6El9P8qL<@!1wh>p1={>hVK zX+5O2pYZrTqxRs592Pm(+efr~~8=`uw!qxcD9y-&>cuOCgK+GX?$|CPW;QFfF z`|YeV&?mBwh678#CAcOYG5oB)oKf39N6+~+BnXa*?nGDI@yg_h=jGw6VzhTr^Z;I@D$n_Lox)_z7wSE@cn(zs36}pK%7^d6aV_U5K zS#Ne~;v`PU@V&o=;xMj#b+?)Ez5!mP8$I~UaxX4vJsf>a&twTt>~l;}{yw92Y39n4 zuSLa>QGDzufi6mTK@*Vv-zVRv(|=&ZyDVK*X0kOOOrO{mlHP z0ZQ5SQc7`yA6SGij1f40Kcn_aHuw0=Q9(#~%~?A>wF;fSv{6m^hzsa_Uv)KRH+xodvTzK)_~62Eq$dO4UQpuZd2NLU_c-6CyJwD7n&RjAN~JLU=jX-E zYjtsItZ&IHI$o^ZlAYw*V1O;+H?tm${MR#TFG9MKNR;XDw9MhTy-r?mP=Crv*_Z-L zk`GzE-Sp%2;5R<)TlvfD^B7%;2bT`%!uwl^vj?M0&?H;^OG1(fG}fcxp|s!6s9oB5 zjbFCS3vAg5yu#FZXp!`c9?4sN5JnebRyS~I zZ5sGDFluV@8=GHH;l(|U+&3OLgRjTy(DRzaxTraQipk`+Gis4p%nP$71|T(EG`Lsk zPr#^|N`6$lS&ScNou-de>%~GQDh|x=BXE97fMZsf3O<=|>->vWW&9}1mttM!Zk#~n ztY;FTgh^yhG??z)hFvNip6OU()D%-%dFE&T^^Dqi5&!qhp`=T{|I-{Ua9a93QgQSc z^h`s6R?KYlmw!K_<`?W-U-!`j>WvPIR`C7tjM`c)NneZI-dL%ZSf99gIit4p7WM@|5io^V#uTMooV+^%Z^5MX2BAW`WO`LpqniHo3G9 z5I3cK-mdfS$Eckf&lZ~A=YZ>qXUal93t{_A>aEc(B6y4@Pi}mPQENRrM1S;vEG93{ zbrWEr$E^09LmV7Oap`9l5{-&~J)^eUMndkG=x5Lp8zMb1Xav?lmzz6j`@qPS&XR`y z_cLn#kLN9Ow%LPNM><_z$bX(u%XDkv^$|FMZ#Nm#2JZOtF>0+^`Amv5A3@4OQ@H)w z-;Ys4T_WyE7cb*i56G`ZgxtZGb}6YJ*HgoaQfCkY)%O{-{hk@0vP8vjptiYJ4#x_k zW-}jPx}?d2v7HIEA)N*CWlryuW+#GL!7CbC6fFd`7K;5S46d@W26`3+miBRNyz6+Hp^Vp!wGZ~6Vri>vo zQIgDLh=j-#k<5f-3dxW;LnPPT=XCDAxxd@pckgq~-sh)(p0%>x^*-zSeV+BcYrW5U zKKhsKEjJ;xO-Sw67e|}Rf9(itLTZ0({x%`CKQ^BK?!9e7YX5r%{%Vk#>VqdFM;Nbz zgZA+L(yv~q{@6nGc9%}{X}-$Dy{uxxLuvo}(f;|@HX*e?SB~%oxe0}uEI{^_9qvn8 z^-mw_`J*AVm1Al84qvn2@^Tu3#=t9NCf1G7T_}XC;uI>$fiVPF-D{(oQPj$ko$qkJ z5I2};);kTEP<_7F^u)J9q{LF;!617OhSZ+yrK8{R)B69pqQ9{=V+U1@O=e}l`!tsc z{o{zA9?u^Qsb%c(*NaMd0e+vGUzYOsAx;13Jt6-SQWMj#dhlr@q}Jw{Ua^J}IkeX{)^N7qkq?S*Y99Ks?jlz`bK6$P~YRlw) z(f=n%&3|IDX~?z}%E_sAzS@M;w!C#FjlLVN3infY6U|#|Bd(UClF4V)AvfoFY^CvU zht%HGvYEslX@$=$?+I03{2Wp{$1VQOZXHsi4mx92vks}%7RgJy51a;dg$vK~Lj-=> zzc-#C{@VZZ&xX`^MeZwc-Khb_a)OC(e9Oo&RK_sJVFejp^Xz>5unISE<-#G4!^Kcd zXuaEJuo`h5JQCGWcpMJg_6Xz?+BnJ7UoG1Em&wlt2&e#G`4I)Do%ug)Uz?EHADiLl zoo1a$cSC9?mRbn&+%5q_vdpRGY}4P|p8mbj z`~Q9S?~~zuFaPWPY(i@Pb!`5B{;~lrGnl+!Px$kEIJ*2xVw zSN_?8+W0jA+MWInpsIS7e(0dm265%jmXY5osBO2pU*(#xi0C~{MMSMAe=4X^DvGWo z^>BiQM&}Hf!m$m4nsLtVPucFWKt5hnY2yt1KeqS(Zi3p0i>Ap%=pfYWWJzN}hc*amr}=UeQw|G(K}`8< zY5GP%t&E%Zz?`%m+OUL@- z^o#o7IAtABfB#MBtmsBTtuT(WO}-+w9_SvS3xeTGHB&_~0^__XyK1hs6= zAd5VXKzKE96F>h#47&Ox=u~bQ0i3BMoOMSt8wTV3)daO?xjdr@sUe`7Q|jSa{&PX? zio}%(!3A58d`V6lsp5(%9<^&EyPAXkY5x-YJbjeaK4eNWt^qo5w0s+<1A1e=tP=xH zpr%E=)yQ(Apw?7J`J(1&BGA`A&C#8Ffpmr=zI5R|hUH4X>xJP%NJg=iFI-{^@Xk-S z>PWWZPUSDm@UF(g^;7pn>uqw8FCA#^R$ZT2GDo#eKX>o;L;iAUYMx>@fFT$bpIuPPy>efnzDF0X_EVBB_|&2| z+r5}_&)xtoLOGGFw?7xuoU?eB)N4KA(wRnqM8068e`xYy?wB)pNOj~)joTqA{iCCo z@~;3jQ81FQjaZ+FvrS2SeMT&1Dy2_iybn>M{i<+*G!rP(o5~uEuHy2|TMi|B%Yjjb zWdGAV&FJn<61>{wQs8_1giW7#4rNQRe^o!d4FtZJcC*~+#vGJ(#&MAAfd1jeS4u^E!sBFj5=8n?|7jHw$W+t5G{Vo?L$hT3*&wL3nO$Vr*Q5(U zFW$(_-El@K_p8V*WzM5CB1J)g!_Bw>FDs`QMlVQpycSE!n}8U%TT(xL5Dt_N?xxvs z*KQEh5OaI})DI2;}?BfC#) zQ&9Ui3u?vjor`u763`HM@tFXv=7#+K*q=8AHDP(C`h&33LOgak0MMqO_G1hAzprl! zYXA56{MG)tDX9Ii8QT=p{@8f_*1b7l?`rORkp~JxPPwR+3`9PBy^Wh!6NXz-YKbH( ze){>iDX9I{i2rN1-xSpTwejA3w?B6Tem&S|=RX9s&5=f%BaQyt?e;&vcJx-u+aG$m z!tUqGEmk2n(PB=Phh>UAT&^?p!+{x^j@X{3M0Xul6DXfg-w8!3*`GBH?|Fg3_|pqJ zc7&lE?>e%PCoEuhvhcAX-8@cEF}rc@?E=Wt7xbP4m`#RG>(LnIS!qoG#Y(_bP}wtziTENW2~<`y#&)!2E& z)E5hvstM(JcN!CyuU_cX*Tz`uWJ;^(k70qji>_DRI%BX}+heS!fCV>43K*TW!48L0 zT`fMp(NLpb;1_@BI1PHPWtR__1_QOF`2yqiR)|)fOCp{!fQ_vn z&|Pk(hZ*+*pEG^Dog)UfwQ%ukHYxDt+H|e_=zDZt=Q#J%GmDVZAtzTYb`e&aJH-yh zPQ%6W>W69proa3W_uWqWUjDk3-LiCTe-iHo<(}slg7$kNnPl}@>kD?EM7#T*&~pPxx;1&5L$oV zo}D-gsThAF^av7xOIuTIdLs^@S@c%wZSOobK7UHk^%0jCF|~rR+Cm`q!ufcC?dlnf z>5h2Nc4s{-+|u&et+zO=N!Z0!D8dzc%_P}Bc|!pUXn#=XcKixUJ*7Hzp)%kz^~T9etZq&}kAb&Z{!d(>NMdpDn#U5((70;rj_PFS)H*&FT%3cV zK6wlWF^fV*-xFiISSB%Eictpq6PQ}=sdEFL#W8&i zAN33&O3dS8QGK=JEL3@jsUk z+kqO*Sky7HIL>$B7EC>}T6!lPjb>kYg~_ZNYJM;LDHYcZHF-Iv1ZnPEko|0JP)J{o zRE|1Ez6vb?ey>xJF7^}XaUFa6bvb@;+wN3{U%mwqW-H-6sL2A&`z%F^$2S^k{{ia%Arg0C` zmWfZ5{$_&pv4mmG`QDhCce0LnfF#!AU1+JCu8uifwPIbp$&S?oI4S40%!75amiFAU zI}pA5nN5vHD=_Jt+ea2+0OKEyQL+WUgLhL0OAC2r!0cqbnDsgkc~s%@%G)$$IKzJ$ zuZ6n+l!7Oixh~G3?H-@X@40Np-X$1)klbkrpA~Q3JdX%4FC{5Q684`PYJ(@9anHL4 zK))TyA~R(u!dlA1=5sy4QpIIddfiZaWo@-|FZ zCjm{>S|nxn57;Rdv;5JgEffe9N|K_#JU>QPBR$u zj5c#qH>=p=al5>&p>fz=kEQ1xLrn6P699QYg^SHU;UtZm_K94vkv z;wc;Lf`Z|lzEsjyFl{Dr@axbp5a{&8BwbO1o)!Vt{V`K;+B@xas;CNt5`<@q$-V%6 zf_InU(JJEXI%F|rPl{c+OyF-mXalcBdQOYO7{}>oM@8!vb6=7g)Gtz@hd@*fud;px}k?c*D%Ms)cv8=* z_nS4e%TtK;^FA`Hu!L&Ie3>06SBC^-FB4$TxFmNS`S^1~t=GtHQimlDo|9PWxZF-g z9!zi6R5I^E%Jc*Nh}s~8I-hiD21bLK%!KsPp**zvY@ChH`uU#S_cl%{vjEkkhQ|an zOM<$R=eWXlYQ*Ie~NIaHtKcS}uiVQN2f&?P_M$Hd+w0qhu}F>ohuN+H<(!-58c(TswK<2!q%b z5utN}FA}jc@94!9XbiB|FSi+B*Dqr+MO_~j3)ao9ktB)N(GHlt1piP-n+#U3DO~y` z(+#8l;MJJ4{<-m^p%!uEM$s1|a;!$DP`a>bqoI}pk6Lvd=U{)mqm@jV9&`*6?9W`o z!zwic`bvBa!7^Xfb8)H$_BsXb+PNDaa&_1bcpaj|#udNN>RfYzJyLrtv-S~TB3J7I zo?86eQ2WT;ef14VCOmb#Cc}{T1a;#Gw=ig~8(q&yc0QwxMlK#NgHrA!fH{TQ-4F9+ zi1w;v(<`@Jh`i?5Wp5-9!XO9^++!Cq;K! z+-M%+kW;YtCQ5=r{!*{!xpxu0yzo-1OCqR0=g3Q%El1pYMM{+ubD_HR$$=YBt58dB zxJqTOB7D9vebRZ~Lw1o*!LzAlQ|<{#+a4sxn5=qD{PK0%W!_(e6+61eA}{asNHEKRIXe%)Xw|$ zE+p66Vl!XL)OpqoHT(!sT;UdS?Dl~eoCM1NY=Lm6?Q9H~WcB(4);p?Tq^J2!DC-vN z?b8W;lM@k8?Y^c!oxTFcx{Z^SADcsaWBt^dbwf?|&Y6tFbwe#+A70m&YfbP~qJ7V~ z>>Z%FLug@dC^hz}J2g0;-W`VGg|EA;8){jz-Lh>7KR48z=_gNcHarBsur$k^yVH^5 z$mPd-P3{6!N7scX>xNosIp^s$x;SW;!I#ZwFGkgrF|>!Dq=0(FG!NCWB2?QidNy0_ z6kK4jkSE!m=behD>Zb zX8_6NkQD6nqAZuDrwNuC?L|uY%@Ug)-PKW=Ac@6UM7l5Bv&23#$?Upy7qCwUOwWcI zSYsF8nBtWZAH`%=ayt*|?#A4@317Vy?1Sl7SkiO|1$NwcB9;1M5hNcwW4*_A79J3c zMMebs!1YVtvQ_$~VbC#iE<;-v?wVIp={w_LG!<)3Aua~MxqZHhRr@7e{hX1OX|xq+ zYWEMZS{}g8k39OI`@jv!~a_1&S(Qr^~jP03UH`M$-ly%QU-GR~ud+m$S8x6Gsqf|52Gf!dF zI*0Vtx}m0~cPHi+`3oq@Dj6^KnM2K`u8TYj;vm;CdGnkC8EU>Sxj3|LsEz8OIH~`G zp+-s))#zy4iG_%zea(y~79-4RwvnYw!7LMX)Emp!O*>Q3qKelRm?uG1RLQ!bc3oq^ zw0PZ6v(fHNoXW>xa%zo~cXTYVxv@qfyq=AQ+Sj}QaXKMjrmr^|Y7T>5ug}G|U^}lh&8%c@6DwC*`P^uiig`@qx^tw>vA4(i)oQBE zF)p3kCazY9;mmR zcxMqH4m1U+O{5&TK;7rcN=xV|#Ud(fTL|u^3$YuB%{;v?vTmqp=FJ<+Ise>H zGqm>jbi~32{F1(HvESx|l8Dp@zSUU+(RGH3j%q`MZ_a0Tcj*>{;Z-aW+ax1B!Y}ED zymnxDgi`Kc%Fhk8eiO4LwQZ3gw!Ja@mQ*#`C!Vse>GN^OdmdgvcM?Y$LB;ygY(zYomkeZc||&abbqn=UgG2WTD@WofL}^Iee?u`?nivNrYtQ z=!Z=qjV1N5YR~UC)SMpB51Dj(1Bs!uG^b4gqRh|>6#jG+>P>FG3;BOA)b7Q`j^3)R z#Qexi>bsv$V*wG5AF1>uW9^>1y0yE^u&VY0#XN<^SgQTyhdb8|H7mX6S7k{qU}uHQ zMA`RoVF510w{A9TV@y%%63QXJ-%!KtC!Vy?eg${O8(&@hzz3ODpI9`blcD+DJwbD# zVO08PfSFo@0z2vcc>1)X3xrrns0(TkW6hyj4U!~3H`J)TWDmTC3qV*Fa@9TfpKqw0 zFy*=(G{^^9M=5saSpIfHt!V9@M#TI3m~eCe{`^s0EKxrG>7`E_+WLF z^OWSoRy10uzcN^50%N2#I8uPm*7g2u@v{Segmya*u#1X_0HtOm^zV35L!3XKI{5ptGskrZkPCe zBQA9;jv(|J?b<)zP#X@yng_z;9|SqdouI4YlBRhO;=c zvp`!Zoi0NvhuT`M(tUJsh6_E~g(47*9L66U=FgM@v*r86XJd6yEtT6-t5`ztf5jbq zLa7J$&o~&F z`H|D{%%p!lLoGA;^MEAzI~dd%3eRXc1(>n9%QKQnh-?3(%kxI)Z%FHy}wl?&CMW&LAK*D#=|%jycBz<5(W@GA2TOgK!E}q4Q3X;ih+~%p!6E?1yuLc z?1FC_9bD2BaX>5rNPjLF;$uG}F1%x_I)hEP?R2+YKgDtb#b}ozf36hTG}IWHFT6?u zT}EGS6BU}j<)dHwZ~6FM{wg289%;1eABLKo%B8DTn}XV=p!Tblvbp#dkHDs&_Qxjh z_X=vIm+zigGL!^o&S%G#PZ^-1h{yeI=VYN?2anBbzaxr#beikEP!w7lDx0D0J&Man zS$W9tLKI@Z*lKXkZ=AI1k3G8oetXN9I)bM^qYaY*rSvxU9MP_k=mp9o6M&06xY*JzDo{Tjt0rZNWF8oZe)A}TOB}iSnF$v+Z-pu>>eFaYH!f75`3OK3B;u76 zAD4cGT8$ny%x^D*pnfrmxzsVVJ~5S{mhA_Wg&UYvop^%#qNZ*XoRR^pPW&_6_Js&H znR`56g$^c}L$$1qkZ#Dw?~TvD`t`q6P^0*$y^5A6TFlRocEKOj5#>eW(KI0@H;{C#CmWnbux-k7dwuuaql#TKW@JDe+ z9)u|F7JC7&%b#^A$MvE^Vb5uJXd7W}h>DBEXbVhh;!AvxCjh~%*S;D_w&0pAwj=&S z6<{n}S50EtfNT<<6EDy<{-cq8cyn-H*#X zlV(@R*9yrs_vSf{^rHfXIj6Kw5)eS4cF+7c|4-}xV|(Wb;gZ^2Spf3So!DwPZ~p1e zXFt||*E3Cm;u%%gvwV2(_5(V|en)rX-AHwaAvX15o|HqyIv-!Iipaw`zvw&6y_eC+ z3<>EsvpO(#srVA_+!fT%z`j^~i31Le?Dtek*@{f+7`ISeYlZqIqKhpeQ>fhVqx`_F ze#j;m;}k9-gU(|&DM~0Pp+Gq>$)(~0t|o_4+Tvada56qjczM4MS*vg-=Ng`dgwB;W z!Lvtyb3T4NzQ5YKbm~*_)`(M3f6U2O@PI6$pP})USie;kzp8L%%>4u^-%sT~`B(%j z_q-Hec0G#}inSgqe2{{3S#&m4Y+6XT@!@SD_Whs})O0RhM zdyA|)E5&uKUcrHrOii3bD=2LEmalF0H#A1|x^=a@2G{HHZi<=ZIlOamon6kaK~d7K zMGgicpb`*0=(NQCm(Ry<71Yk|chEND<^j2pz$OB2enjCMRedvjFSMUJ$-ve`hPJ1& z$i9hW2aQ3usJGZDbi9v~W7L}-#KSG+ZcU3LQ9_}p8i`?)lKExyBV`^A5uGFN^nL)^ z?)?pFO3%=oRN*WwYdY+FyGvvDwVw4!jn()CzEvZi^t~Uhuie7=H5WV<%83D`7sHq6 z@1~&cTk#%DDSN?Imy7kZ#m4VffA;qNM+<5u{M|mmjARf!7N~GlZ5KN7IqdlQ!vd(6 zGDRyx9fw9eW9zoQA%`IYh5=b&K2&@xR{LmG4$}1zqTwg7!xe7L3?glD2f{jsx88#H zk)GB5J*2I^Fn8zR!!YLO2#<@_T%x`X_3_yyZoBaS$9?_O`LKPiaCtYa9sM0Yju=oDe?FlD6xw4>ipUuS&_z50 zVjDPkndX&KN+PPV3F=H9twOi8`>G#py^n*8`g7AbZQ!21k)7sj_Lo0D{lCTkyPWpD z{I6g2dj&Q3>8y~`;-WCrxy3c;ixTSVZQgQcmn0k|U7N`du!g`hKl^S&7W!g-z}&K?5Tgjr_T%ZnIiP9hG&qz z9#7Ol$uZd9V>hFE&Uiz-6$^tx*xn03_h7dd_ErpSDF~R07JGrt?UmZr!yWnG?tJw} zx1~)%?T?P=AG^OzLGAa&b5l_JeewIVy?Rqn`(rb*DX9Ii@!Z_oUpoRDh8q1MsBI24 zy0kf~(O?~>?R zKcjuEO=mNy$2VMx{-^tC1~gg1Co~9v_w0ovHfkF5!0d$TGon2J(v+73tqD*l`?ai6 zc2a2NsZzgL&5jnsAN29K@q&L1%{S3((G7mum17IS`#}rGX{32ePSy2-% zCj}gSJ{W-dnWjXp<#i#3n_M*?n=^6SKB+z%<~j+7A}2>X<$ivvroD-e!a6Jt@*jS4 zXjWAD)Bn^JIDYblUuGbX``cqY1OIwIZE-uE{q0CKFv7FB7te4NiIYbW(ZuP4lfu?| zDaYsy{X?R1OSsZ`Rk)u}_mVJmqe%kexebebmJ`nnrV0WYh(NEhCp5i1K z%Lo??)SuU=zH$sbHarq_h3y~+`z8p5lQVAc(=tsQKTWUS>Jm|(7)}5+L~Z!Nv|(!p zS}ObYo`5O`H|dsoTbf7*;(M%kk3Mq#sh@Vc>uh$*;Y;w<)LbEan>lKHwOfYiMmh@P zY#X77(b#al()70Um$1nLWUr{oSo*i85P!_suh+?7S5tjzA?OcFmHNhB`Dr|U{n|fb znfLw!viY=N2#lo|d!9b|y**-o-}m?OA8*A@uWit98v`PiPiB%hlNfu?`_;hPr?jx-Ye%ij{cRhB!aeyYc_>{UM z91%-hFDr@h0L7;}?c!`V`f2+5Z%?XN+CzzYn_JiiPb9h&#sSw?kX%t<68EEt4f)tt zDIX9M49g4#HpGd^@3U zfXepX9qVyWhGAPRU!UbO2z?4YF<+?&C2IK9MjWMN(RGg?FSxm&ohzhbsJyun|Gl7&8d1J|GEu+TKP!g)v%@8 z5cI9D$8=8&k_;(7$D@x2vPmZMg3BWt^6^*m(~3+ZZ1Lm86#^B465W~cs zlZ*}a7K0o7w2C5G%BT0^L44Kr!8zt!bd!@N#JGVK&Pv_XF>EILUjKj8_pj!sU5p{) zV9+pyvApG5`!lLG9M3-v?C%T4B|581+-{)jDFOLB{)lr6(d~vcCpgu1@jijc6%>HfKQr(TL$q3VQ_XsAfx8X??eW?;MA=QY^&-_lD2*O7NH?Cr-Prj`eb6`; z>_d9oHA9=xfwlV!MizBF;p(Zdw~qNY&@R0*$?43)4qlGpUeT}LSLSM zuyS-Ma8JTSyD;#+YNu0|-{^Jy)%>(nS&zYqa2MDYOWHsDVdAIxxb+|~z~ZnMP|5Xc z6lw>fpcjjWV8|I<$&J{2N$in%*gMVDlUJcur^=v-D*}--n^bVc`hr$!a;iK>9GW^3 zqb^Lu44-akvLvg0!xhr-KR0m5g_e>FhdgteQMGf*+xa79kbb*y>5J+d8f?(d_p87M z97)xd11I`$@?4q?e#6;t3hfS-D?pVBdcW66d0 z((JrZ4dK;13riQcVB10|eJKjPW2$I-bCL=^j#&)FI8Wmkj*>69h&%*_;Kh#pu4M?D z(X}Au$Oa~I62C(ShR}Ef`vK?G<@F)=6AXP7t+>|@@H90H9zZX%R5n9PCgN7HUN&Mo z3K_l`?2Fp#vsV4^&;7pFxZjIh=%pD>*R}rpQ|v!%^Uqw>OI*=7tSSX`F1HpBxjfuZ zKlx(ajKTM(Va{@;!r^!%!lPk0k~L-xUi48ubGJTz-yZvW9lw|VsPesD%chW5`rvwc z>OiZ3C31>Ai9LF#0ps$khZA0_pyqLn$Y+a{ukUW%B3ns7KEnMEBZywOj4*Ag!D zl*t={+BBW(Rw7V{W!6)&bHvc7@nFZC=-P(Q^Pl-?|2VKe$wIk)R{7X*N1#ae@#HHW z`JRvevUXKEw$}IbRN)knRWDPV4w5~~a?dRsgDzp+mJ|vcG9jw49eH~cUXh&ZEE|?b zokE-iZQqnYJ(GpDXwqQA{=YPlYae$r1@?Dw>=R#n5UtCKDQD0X$d6f`QaGG~t{(NK zV?8^9GOm<*uv_KezH$)e^XxMMsWrK$QHl2GM0j4Tbjld&>o<>&knh}(kChVpuo?+VWLZrZ_4Z_I?x)zz&{x3X=b#K4f*)dPrGub)4tqD2hOV)2kxv7+u)~7D|S{;@09~mqv{Vw zg)aTK_tSF6PN_6LqyyGk9zO43W|VIJ!s0^UJ}C6Dz24-r4?TGnF5~lPFPto8TRu?3 zj(DPar zqv&03b1`_{zP2r-P<6xp{#VQS+tPo!pSI&e9|@Va?Zyab-2MK#)9%Sts>e*RG6vch=b1E zzIrT7HYn&$5mmp_GemQ;!nXC3CvJH{V`WK?1%@aW-@ozZ+pxbM^P!VkU~A?11e&`) z;>{}kZC0}%xA`-z|6V_BWne}>WDswCmSK@gs{P9w&fm7Ro!3I57@=(V;CllXkqz;) z+`5~%p8_AmIaZZr1rDI0$yCqG)2zUOb?U!7veAdUy3csh4(||5YlzEBW*pzJzduuK z{~dMN^wa*>sQ+zs$%a-d>6Wcb=S3d+;l=Eg6 zkKY6;xH}SME&XmoKGt5I(+)Bsg;}47Ha{Vb&G`Kgzs=SEtO)#is1eEE{Itz+Mw{b| z{<9kSU+`%B^xn~gDZ0Xi*M;})%iTmi79Hk$rR*W8b11oN$`o~-aGmRqbA*>)xm@FQ zLy?8^jXN|lUXaLG)_5Q`6cuc-qASK&z()AIn78a_+-Kg2*}VHnu&Z`)e2}FKMQ7Ug zbf0_zcMY$O_@e<-aVyFol}7uQ$wD-)EqFjj~SVCn8`* z>826Z#*EG{rM7w4EMO!I@i7iPTw>@&{zWM&Uo0eipx4;*G`6_5SZH!U8#`EWiq$k! z2>X)ZYtVVc8GBjQz&kQ4kG%}ObAgD~278ZR8@}hjQS9LYY{r=U~o8+aM8}&2+osehE-|B(3;s9$J)d{%N(0bBzrUz)hj`D{c$ABy3%(A9K z3gCs7z0e(bk2)mIy47$lLhic?O?>i;AaH@XrQ`WDRQm4&ZmPd&UEkHT@8z$X%~mgE zhYLY&(4WT}Pe$m8Mr3zq=~&o-y2^m%V5132pU=z~TG!L=?0dcM<&|*s&hS0{wbx$I zbvY{i0Dd^qldGFR2iV}q!;Gd@sb$~BGQ!lW|VSl6Q3g2;r< z4xm~gW7=c+Y;ct;HS^(}IovY-?Ncmz3DA!RS>&skh)B=4Ve6PMgwrqIu>rh~s#&aDPw(`K>W?Q3VSR_Pro!9IGJg+uD0t3(L%IFwiMW?fHH z-%@s-AzJ}kOqjeRg1dqN2faZ1vH&J?aVkvh1SiIJR3)C>0S{};+QGXgZ4%sed44-c zvQbZ?ylZjxfm1U$)qZX7BF2EXkm7TWUO%`e+P`xo5{Htc-dD<`NpR|vZ%+r?0NUcM zRU+@T0#;fy&IM^Y&={?}cLse11MkXL+mHQRPZPIF_$qPD9gbC{%*beXq1c@%_qx=@9O9!k^cz61^_gKCv>D53$d1mcczAQSp|YH-m?{z@oKYLF3^PZbgd5 z+d3~99TUl2L?q!SEaBvT7el!E-Qw-l>CfE9hhgnzsM7|p-CplsvJ;F?^ z??f=6t=7gVk>VJ>DAyC?K?=;j>_ME!{0szGd6wY1LO1AXGz7A@I-j0Skeng95O%=Wtg0FIvoxw1sx2K8AA9XBqiJ(c-Zkq?Ki%(#tm5laqu>ey~?3|j#JT9|G z*RyLV2h=W&!kp&W@QhF<$GmnumR?In}iLqBiJhe0$bbH7Vc0_=VkyxFl)##!{)) z)j0(LH%_;68Y%vv}_{x>cb~~munQ>!nnF0WyhvE5m%kBQa%W<1tIwk~NlvZfj;^GM@4?b4pkUF5DeWYCF9j1n2Gey*une;^)|Ke z%I&X)(;p%zuIyVxV!9u%?2yT9;EfT0qF!YZb3U9I}cD-H``J>5K6q>Vih(^j;;Y>gQv`vy@A z$YO7V`O{S-LNK?7V@ZdKbTOO8>*8wDAsF_QHjj?7 zk|2FUOa;ucKR@D>c>$#(u8ab0t7w}tBRP*gDV7)$Ew}K@26nGSf794Yh~1{wcJyeu z{!9NTJ23Z4|M*`1x_>ATGE8#PM?ks)4XBCSN9RQ1?qx{@!q+>z#2k(8Xvk>v>3%E} zK5;}XpLEVd-i>}2Tn3_Hmsh80U)LiP%{3Rh=d&;vUyr?KznuiVv-Be%{Z<2K*vEFV zVS~s?$#zw zQ%N|LKtWabRwzF;>y++O~cC<7@ur4MZBW2|hW@*sH45a19s?S}< z@?=6uIIW~GZ{Lo-(Ox&~>MeF(qASXng3ElY*tS5-|3bJeouDG7IE=rf5-EmJzVw

qo#wU9QiJ-4*7%g1OksM!<3yCE@*&&3?|-18B121uy?# zJG5t!t=%n|K@UC>aUFX)2!dyg9_6c2fYQuO$;bSX(BxFvo;gB+YH1l>cL%h=hby1^XO?rwA*u@@yi&-tN2vAN0vd%pn_q#>uDnPP9V1-kk|mz zo@C||)Vhq3%lkTE5t5kLwX72feGV9ECws=hDvMPxQ)j*cIX!C9vC*`O(T< zhp|T1rEz_Qt=LJv>OJ~C#5; zE3Wi4gxF2mJI>ZZKiAVrCvWw0^M9nyQaJR5LC?16y-SP}5#es`d-*f; zg)!69Cog@G#6npMZp5LhSf~?&uZjO@>|(C2=7%fSu%%JICCVTXOzwknHymTZE}ee6 zrKWZfh{cp@0~QWq-csC7hfcfzS{@xu`oXU-;J$l~nK2BSz1!Uy*S{}yZ&B7ri&-BJ zrhvJP!RO&l^E6)J<95i5NI2DJW-}_G8p-xf7K2uCPG+Y-@=r zF=kFAm|Cg#b3F~O+Oc=%R3==p9}4Jc$wRSkw9eEpC9O~CB~ZPZe;4&Rf4(4`k_e5* zXw$w@RUkgfn?YuIxv+aztsv9mD#SNZ#t}BI2xrFCY7TlHLcYS1swx-X18r@|PCwxl z^mSj3wQ<)ccyy;soQsMM$h~$%Uo=#LU6W_xmd-Pvi$0M=r1*VcLw}mZ|LG_q zcxeRBb>B-1Q!1nSHid{0wm~e)$@Npm6r~u^{md^6i76Pf>Eo@v4aS&Dcn_RqFZ`Xc2wzNO_9|oE_B( z5eg#3oOV)txT|FYlg0DY=hyW#t#7+Lsh{qElRH-{xNcHo_+gTt+$i0F{i29(jy4H) zy?XTc19I12&R6|3!@r!bzL&o~UlrIz@ST&5hlQQo8B|&6sC2M}Pk8(;yol$0vidR@ z(H-jU)D?|`Q3tP#uXV-99Z!ek27M~r54o7+@}dZBr`%h@`rs6Vx(q2W%j`${=ySz} zg_?n(f_RmQWE`D&6*hi)xd+-_e=5p4vl~*fV|OoRpMfLf+a#l`Y0x1H2FW?uM(F6L zs??l(iyp{*w5@A92hqa{yS;f%qK@)JHN3Sx%-ZqM9Q_kAv8>@Xwp~Ffm|ad^+@iY) zc44KO>oN0XEckj8vEE}z%%W2C5sJ6Oe2atwpT`5X*tSii(a9QX*vW*`-FFll-TJ;d zAZjNjT{1wVDBT0DHB*WzSrnLC76HBCvm&4^<7K&^KL^6zk=gh0Zh_MoUyeD>84$PH z_3mo6E=1+4-I%V!!^U!xE6$G_fJq=}jxS*~JSjJn#+%&=55w1N*WwRgRx|flR-U*) zPa?r7;q64&P1(#l94mj^#m%q-(!LutbzlH|Ge3F+_8hJEoH67^VyWkJ6 z=gJv!#M}{e`#Hbal5pVmrcq9e&q12+QZ(j|MnP8>rClJTqqxt)Pa50=K!fST{{A~e zDE-8R!ScF%$a%PT=gz_w#K?3_J2UYGjJOVeRbl>&^u{J0md}fUeQs?U0}B}n>IlAn z_f#G{Us}3X?N*LtwUqAFEla|KrF26j1^#s{x5L%ju@eijx%;_3jaZCPV>Z8@Ccu`gNo1lV4OiER@^ zsU3YF)xcyw+^zrxA(K=}$EG0d#-TH(Kd3-;!rJ4AGeuw{wP2$2VgWsQevmVseINGr zz_1Z{jw__b^TzUU6Jd6>IQvG?pX+Ib66yNHwl2U%^Ug-$hBx9gQ|XuLat33jp)bhY z7L_wxzaJ|c1P=s+#-1vsqswJ`uFI}@fy#ENdm8tm5yg0J`o&aMP;rmv=y6!V)fsZ0 zX$raz+&o{DbIS73@g}Y3A|;PNVC_+X7(*`_sa}y^I);JS<)P*+VS7;dM`zZcrF+mY zAuM|*I0Xr6Xr|w&JO&4tC{FDRVM43%X%M;8fdhckj$))pVuzz9?9xVeZ3z2afa?vY%t zE$epdnS0E)gZv-hy-a7apV~0&{bE!o`X~^@k_-&Jp1cG@-?m8$1AQQPv|?h}+X(b5 z#mD^H#GqT*II#FpH&BPu<|G~whij6PU!vr5;c4@s!Z2)IT{u{F$~}b&^Q_7dd|$XHYiq=5PJu@8z%i$7JQKq=bSk=u3n>Gq${e2#)rV6wX`2 zi^N;{+LT6!Qj6~_1&bdX$BVfB!YvsUr`X&pNU(zmp4NJ{Z@!4>aAw2(^n(x}3nAW` zv$(8R)UyfMzTifu_-uPeJj%xBPK?dF1GGl5SxV1dp;{jP3tL@;q4Z$x+?d7=30l(wD5j7h=~-l1zqp3>*ym>Fcls({BY&XO^(XtIn5f=+d#w za33#mw#(SgFTBp~lNMO%lciOI5ov74E&D*_P;Cq`b}&i75lni^TPtBFeeB&6rWkc2 zHZ13k6gR{Eo!H~ghmLXW8iVdQhxZ~+x?xj*Kqb@(Jw5f`a-bja~lItYATq8(oJj*URk_r?4 zMxtd!=mw#L$3u?oB*pgB%o-bs{9I2Xe_ULPTUT0MQRI)wg>}ai~7MQ;X=FDLmJxZ#gx51F_|2bBe3)2jxmJ-2KvN+&l%z zkx>grSQgbSC9)1j+IGZ7+1vjIdv6|(<@WFYn}+cu`*`P z)PRHxDI}5%m5`w_l$m4}qA0TvAwx3#oX_6vPmk^VPTwATe?I5zbM{~Fb=~*6*YJL= zwXW-0_gd>2416z_WT&;CB8BHkc#f@N(85z{aI1w7nSrLxo4Mt{@ z@M;f>Ja+E=*wv^aL##*a40qzN0OqbRQFUp9o~F>s_U^VHCzeWoBit-t8Dgn@^z@ut zfs7$qYQa5=IuzBDnMo;ms);`7iEUr_@Xe#P&cLs|w#>iV^T+QLw7Wj0&q zUI*=pH%YHgi$Lecwj(cA(_w$3ts$xP2-3{o`YHDk9dO#U-ysx@y&kUKSFv^5>GA~K$BM+C$*B%z%zY&S#5J5=jvM%7xqN%!#vv3mv;i*qWw{s6SKH8q@Qls-*p1v z#E&J1lta;{gf)u=W`AJ%(r@kJlY`0$*=z8UMW84JkJ}j|K&Dlm%MKx~;K()mfTH6( zYB}_T%-Dere7Je0^f!(i_IHq7`M9kN^Xc)X;*$MIk}@Ni&6x%PcI!e1b+ znCqcYc?)!Gk8~Q-EP*vc8rjm;Z_GLp>Eqr;WVB-;5O{0YvY;%Ig!Vlh4`A z>(vDur$DUSpz4uE5USn1Cri@S6?C{Yj(0?)BRq9MW%CjdSWwLfr{W_-&+hN=zRhU| zMRi;A`1?20(@YsO#!bfxv4exL6pD=l*ucIF^$>#yYz;raUI(4P%2)8_Lew-chB%sZ zEw6o8UJF~7J|3q z5Jb=2uj$AIi`KPiU5R%fhLqCaGgCie87~={A|S@XCeLe2R64?CIxhU0Z3{5Rv|@Z; z#P%P0;29MDLyzC=cY;`DI$oq0(}1S2Y_*$4I;iX--#AH+F66An&2tqiqwco)g#czh zSSD;X;(Q&Coc%jfdiEWGu|%S4LjGn*^U}3}QX6s*bUM3bar_;wqG-!5M_UU>S-@%s z2m;Xh6^o{h1-lK}vs(&9S3G)}BJfHpPXJuHjpm*@e8oN3W++-TVFm_e0*->2j;QOk zt6q@JGU{oMp82};5x1o1lrSA+xlzvOs-bfqvwK3c{^dC^zJ40gY@Y*T}pQnjb2fea7hxN1X?S zGA(YP^z=`A@3<+#2cwLthrRkJ&_{b{-H-&rtZV1?e(b_&PZTGVgv_UzE{E+5qV zv0mgj&Khj*!sprhnDPw@Jr?R_tbs&f@gmdm+Z&3l|jG3cb3GM(9Pg`ZA=^-F_!Z%`I^$_fKP^1Ul8e9+ue;j&)WgUwPi$aV z&IzuEJTv9r7lzEQwhPjX<3MhH?c~?zCs4}eG^tlK^C&Gs_O(T6H7uZj z^*=c1V3|k=97g4DtF5MS)_xVqt!8N$H96O|)#o+X3%$wWB^qmNFiT-hOk+F7GGEi{eMu2}A~rC0EpQ7a5oEK=1V+Jx zNy%3GW+k*KDEM++j0P6L?ij`<$zS~SoqrBC9ViJrk^;q5T3rpC3~-9OtgY@%Dx6mL zVtpmQ1>{KOad#FIVd`zBovmFD>K^$NKBxW(4wyYMD7MiDRg_^}a;^(%whoLHY(4f% z`pS2I(c_!_F2C>!=cqj#LJ+RD%d|jO8gZJMv@EO3fuyLdBl%ScWcJ=}fUVCA5=@SE z>>u(&TK3e+K}-kW?wSG3QsVJV^t4*vo`potEt+7>B(uvE_^;7W;N(t$iN}_PO{41c@HPsJvYygICvJgKf;A2M+UrTS30g`RQQVWHZvae4?${D7dkt4DzJb?K}utdEH_GUI;^0t{uYHh zaq+B6m*LE)d8YYgu0!t@E4HD#kC50sio=BEw?Y08Wy;grZJWyD(cbM+XchyzPTh4c zOif00wCM+k{I-MS`O6z~*F>A*|8EDWjT&c;+V}}VCsq)hbxHtnGuTpHq7i{&D%Y=B zS9p-n6=A=~H-bQUjomyXP7$4CYtgDdA_Ni3Ve5XMWl-JLIS1>#1h5+xUgz)W!C8Fr z95g(W1DpXl2iekJBFDC?&WD@}L0)i5cX(nP0oG7&{bCHg;>mg9nOKOsPSnh+LXi!q zi@@t@ToF>|skq3lv=fH3@@d(2ZP}#9zq~>J$r=1CNX;a>;2F`PJV-K~%6t4o1%2Yk zd-KxvFq{dASN7MGLZN=S3D-U3pqh}p*!PkdYC0Q}9&3CU*dL&pb(a$;et_|MD2^Up z%w|MHU;cCRi%TP|4|NvpvZ$6l3`y-%={9bnKdr}K9i(>q{pp(*cs1d? zhy=wNr!m?)@Np?1LmRF(r0>hWqJk#)W3MOBsR47+%BO2oPg9Aej>$GtiXaIe*(R1ZZy13cQ)r8_CFQQ}L!Yw)rbwuo!- zy*64x7N_S4YPc4Wtq!Br`iBafe5jR<#HnIP-R?sDQN9+Ht_jy&sXPFR-L`^(&OhFr z{BL*IPiFYDAhmt-EN^Gi1Yl5|a%S*`2&zm+25BKI;LyEgPmLwrCXiZ|g(t4CninFb zIGQ^N6_EJUQDTRL4`?sr!>!V8k8$^x1`g@gCxX^aIRfp=Pf_Kt?J2H@8PKBkFrvuh z?Iw^~_PV8{6!lHm@}bgrL?sQ?7L}eDdAS{GN-E+Va`66g{o~IDsfp7uhcT59LP~-= zY&9j`1X5#hI5{ya{~1MCxjeJv;YF;w9@FXiRsRa^O2B1~VZ2XF0zfq(gU&`a0qyV* z2ydVWgg|ybk>_GhH-Xgju3u{$!1=&U!aE=K;$Qw7q-J@lns|y5p3isI99*VDPMX=c zbEHeC^X96=anZR=?_+E`Ey(rE#*o3oRg-ScA>8lvpeH?=BAav)j#D5#vIGMJNPHR9k{WKCpp3nNI`>8Q2fW>-+Urb0{L7{@ZC4Dt4!+0r%nB2asH0} zI}iK~Qv01le)95fklIf=?0q$u0Vf-)c#z5{+-%i+XLUNI{Ia?(KnFV-;0g@ zMydU~o3`*ujoWotL$~BUdOp2DvFYXL-(8;n?)*xl4=oaWAcOlJuV^kk<=&WVTzEAs zO$t*a3m(aROMe)pcH8$HSxS-?w5D=S803d-^7oOPL@pa2N%*M0or!T#@rNk2bL6GA z-VG0dAvLEpp22X_lFI*XfBruI#b=)~LiC*B>0MSH`LV%Y>;G+%=9~TJuM{r6U*cV+ zgcaG4+B;RdP*Jwp2MKNp$PhKZQ-6W*r%`IhG>ZqZPb#2l!kI9pYL909dDW%MwW0dB znf-KT=q8lf%Z2Oufi#M6PV-C5xs}b62mdVTFQLC0O6?8hJjHdz2%!CI_jjHtn+a$XT=OD!l;_Q~&-L`h_MLe?d8 za5S(&qjrbDruH6LmHWAxRvVO#leXMabw&0BihBk*EMUGEsZmRBMyWN&iqqzA(FUr^ z2T7XRHy_3Sdp-VYC^di49qycgf$+#kfSv5!k5OuQjq1zXNdmCI78AehDT%hVwJ}{@ zWrlc>;_YjLKSrtTXGr4>(HTHH@5HN1R6oNpMa;jtoni(o7pB59()`havknW#?K5CN z)^7R0JPFP08$Bq>`3mjHwp;DZNyJ(0^BqYhFow{2asC(;yFVSJR#Sh6__SIjysRLx zSZDubOX=@5{#RZ{1THJ_N=F0h(_5Ev_SWmDBh(hetryL37B@{QCh}&tCp4HE zpQ&yNLK7+8{xW#0h>gwOj_c*rrav3%@7Ft#;>sY)<7Ul;@gJkqc*kY72GZBVbX-u? zz0QE2zTX%V=8FoR)`j8Y$qU&j6`RI`-yHdCKk$y~|_i(Ckud7Vk z=eZ+#U`KbSdDR5!NH3k7QaZZ{rFH{bdwNVZ3IdJyjtLs%pf^{;Dcnfo;bOUp0>4Vr zCX`z0WOo)ne*{QA9vkkpOhkcMCNewd*HN#GfD+x|(M@{%)lh0iivhPfnW8~Mxi+J9 zX7-z&-}=Qj`p*IcHwvtfbHTfR4tRu$8A^;JH~xIQdMC1%8qDq{85xy+z^R7si?5qZh2fys^U+*Y z$YX%mWM1?U7(e7f1O-EzP-^q%rOQ4U+y#zy^0H@Rc?cEUZ?zre2c@2X%K?<`6RJGCpj(FM%u{Z(b?H@4JEiW^#qUxCMJ<}Xg%NJbCZ@8<;RvjW3~&|sZi zv$(kM_ze(RKD;8>wS~u~4M`jib$^Ce4mR6qg&6nDp)J$1B<7Q}@JeNu{f_lfoCM{Z z(w2Z+s1`e|>{nNgoNjEZpA$U@%@ho@#J4vu{u-~zkvyZ3zp>Sa;+-#%^-qsKzpwuf zuUl8BSJVvQ^jORGK&rYQ`ZMor;_=2_GjQ#rr&tJni5}T2d%eDK4n)G360~YR{_yww zBNogI#h0KmphvV}e0m?(B|K?}ax&0Uw*a7QLwF9$r&g$OQs={wUcsED}I%P*!Bs9z7b zmA;upA92jO)nxdPf4L{+)p9p(;8^8x^E){p+5GwJZQ?Q%{DC>gNKzU;YGZ4`&o&=D zF56g6efVBAymXyZUqH0qxIdgRs*o&NtGp@+j;Gjh){&{E%b zW0zU#CjVv&-*AdL;Q?izCba#y`_XY?p6Gp^y0DAO=!Knp|F7}Cy?1=G|IEKVbyq@D z``L{nQ!THJGoMEX@E#hZ_ML`^ufwu*4pvCLQ6Pvz!y0;v$h)QFgAfNF!NKXIbFk0t zXlMSz8z_j4!%Xrj9Ry@j%;{g5!rd3WcBn@-8StA0-V7;}qLH<&I^=TMppjLoXm)Q9 z^~sfV6QnI85{+lveka>;DL1?xd*USl&1ldwV%$S?^vP0y?7RpxHl&BAcC&A)?~hPw z+(_~;x6LC^vwHqv_LK9U-hY0CQme1g%Hr;ph0)0{Z+h|T=*3a>+%6Ma*sC3!P) zA9|ws8kqPTdT32thltEiuamgdpqR&1Cwp8Xa9pLw%41~%VRp;#j!RP4QCdgY-GeCv z5Zpw1_=)B0ru+H-c9dFocAR|f!4qJ}XEEP!#u)kA(-c_6BIp#CoqdCoLT}F(KC5UK zg{@EB#>rAukUGV|%05Ol7*vSWkSE@Z!Y(XqX&_CsfssZ$m$L;yNX5J)g~ietTvwRa zMdDLY-4dC1f#xt;mwTP;#g~H%2{V`*ylV;gk#Q`Z1#Za1q~|lP?gQeSj_SI~uoKgrPrOAZ5=OHgPF6b zcvb!mC@d-{srS7J$Svj_%BGCogi>2u9QK$9Rt5fRGy5gKp8O$7O++l?ZT*1)c-(F` zGQ#uA5zD`2{y#8Kk~o|8z|RHT@a#KY4SYjulVQIU^_%@?!7H25{wX~!zzcp*w&Uv_ z)K_s{{IV(=$gRj`61}I}gi@PQ9r{c>E&wz|LgZuzWH#xc+2B}7|5_Rd&)hRz9XCWS z+XKxP6On}Ek$hl>wF^k6T+J4|KM_x~*EFQLC0O0A{Nza>H28G7z$ z5}g(t{$c%qUVNp=h!vcoUh2Mh%7ua&=PPCeSYgS!|1SBq9h*>UXSbeze9w>_o(BuC zPCwkd*!uSmR4?$>A_I!`Fp&yp_{~Ah7HPycC z688}5WY8)x4IbQdKXr?Ic7`&U6`p77$@GVBMxXsGO0BSCyP5tQdLWbaPcBi~^Fuv; z-(UW>U;m9#`*Rik??$QpY;A_pY(~J48p<@6nvE(p&yW0UdjH+=|7?_+*#t*WslfvB zD15)pVmz{Gy!x~2EBHjrnbct#5x5i^Z111`m*@9qm;b*zy}wav|J@4wo&Uen1K%$; zqWle|_V-Go|9dNqr0Uxf)3n&2agtgp#Ecu!UCFLT8!KD3En%hEt0X9c=E{7pb}y1W z&A9XA$V*%!l_&>UCLe?rh6m7^Y~J>($X@N?Mt>MmYgjm62pb?4!pi~UDaWBDbh~_x zk_U?DV3MwTbs3RdBV@Gb;>Ja0-TIht_87zxO4{CkrHQ5pg__q$N0GnIfusJ>eYo;1 zqHlwgBC)Y)OW$J_RT!W4Q7Q>?PAnao8!TJF{dO~B z4=yS;S|1#P*Fvoaw8bf~3~~2aRjztqppZIzH$NA)2r*IHzH|NIOpn%ON}b(fmS9)> zdhPU+4rCf#{E##EJS0`URHC^$h+6zEP*~!r!nGKyqS_l*5Kp+&w)Y>S!Sp1Yczf~- zax0lirt=Df$tydqhP2N7@J#~U<$oF;=npBGksn3FE+8#xE}BQL+~G-~eETP{Q;1@x zz&wk9H?)v>$7S4)Mv4LNYG-@{!LC=nb>Vq5I+S}%LTN8AU{QypQS>}+*93_t`KvTI z6~TU&(Wnd!n^yVfU(N??)LN$6ZvasZ95}&Cxd%84X&uyJKI4>|%@TRDQ{Ya(C12mK z579$5%OfeNQb5?-(eBR0jan-&?%ZCnfE~YTN1BKU$~Zsaxgm7%GRB+rh41)B1#FA9 zl4D4m36|*PyI00j5)&D)DdDd7#kQ!wV>+OG9Mh6}__fN_8B_I4jCvd(hD9XoShOkI zg~be?Un35jgKgxUr-a9*A@*iZ<=D+g$jodwRnq?oW-cs`H(1*OlfEqFGt>+j#`hPK zZ4ZG3^W7{C=Xc;<KG(a=4xJQaAXRQS z2kIZ#G%p3kplHoUCa#5n;L$Ll8|D#%Ze|TpJ}uw{`=K8IZ!)oBjTgIKK@*;}Dt^eY+N4uH5v zI-Ot7_CbJ8kk~q%ET~L=VVV(41NOB@Yb)^qB$_8p%lmm5NcIqJwO~|jfD<nrb&a~w>T5a_%|9Tr8OlWmzD4#1HTV7-9j5=jHd#cwvvOZ}~8>R~p+reqKUdMh?r}F&M@hLXX*4 zj@|h{{~2^7uio&ij)9BkiI<1RI^kwsz(UJwN0<@a$)ES>73|_TF10j^!5;Iy)}_HC zpuep&-dp_`NLl;gSCD6dqSAdm?wq}tUa$W{EQZ;{68KpB*7~BgBl48?P2>1e9tsl zVk|xDC23jxFR&=JcXQZ(Xzq7ojxv;kN1N{!6& zLPo7Y427ZdNImnrv;jj)P=|D({*H6J2$$L*9* z`pFU)R#LP`wC_NLf{$^ZM{76Whe--i>x;(z*I&mq;i2>am38C0h0x+; z@7$SOg$~!G@EmMA48ycxwm>X|Rs_ZTW;bAJ$uc)XnsRt$ve?xdqOy`P{JF_1zC$Kh z(m>12p-3l8;iUF@JfAY=6YPoqygm|(xpd*mpoSTiS(9Ml&l`=sC2q_QGd+Q2MCP`Z zq^e=MyiqqkmvCYpZBMBY;VN`w#;QujB?I-xo22zKZ=fuY#9md&5uWpG?^sqHg%^au za+J@sK=IWai97K$@T8KTHw`@j33=+Xeg&0~o7|aP8oq{xFCTk48&84R&9m=+G42cs zk?(73RYh0mg)CUEi7O~Y)&SAu&X<8%`|C0J)Dwr3&VG3Mowozf6#!`4fxO@Xok zm4{6$>!7OIg|e%25Xqw=hrM&{aEH;>kMA=PXkdJTSJE(`e4XQ)=1qatuE1#)s~TXW zx~kVF-G(A>%}5JMtHZd(BZ@#KDReu>GG2MlCoH^mqAC%OTc))$dG2aO3MNLas-r$_ zhUvIiUWU?x2Vt{-@a42=EZ_UkbMIkhpU z%JNQ|WYdK=ijgng2QGk+|HTsll!hQI}pkweun?M*=8&t_bcYjYK>p z$-N}&@sQWq+Cp%p0F`@Lt6fsh0Nr>cVy1nCh(>j)#_!+}pp`cxb984$@@Y=6;5zuw-C_uWOSVQoq@agq;r8CI1&#p4PCYTlE_yVljFCK)=m4J4ZD)#g z`w@-L1*SyalVEx{DY%wP5xvDrQ_iU$$0&B%MOyD>ml+lP#P;fADptd;Fz6<0iP<#P z2Ksn8V6n=#Y$I(Iu|k2XHrwuaV!6rJ47R*IhRLvZN$tBBfMs2K!T6*`7CWZC$}Q!! z7u%xWD(}oefK5;faJOdCVD$qh6V7QpfyGZwr4;3}Fr*T6DIq5W93~ZFV|q7WYDJ@+ zi+e4AjgsusB_;waFq^J{D$xpZOk-Twwdx>v|E}ZqT13F#>AvQ9gdS695Wu^fbq-4A zOT!WmkYRd#cB1O?KZdDYKK&)s=|mRr?66VI9?eI}=ULNEUQLB_O-2mc^x{#lqril9 z$z2HFZ>w^dwHz&xoSV?D%7d6UBF)Ph)u?!Ksox_@721~u)9i1uquvf9qXX>&V4W~- zB&55F*qxgh#|l2dy$^9zu9w(hNy+b}|6?`qXTl)@em3+_NrZukpdTa@bO^1te?%qc zzHsO0Sc4~*;dZ|mb@Z0iy(htB6bmxbJu1|{Q--&rT_*i=I>xN>`j+EeYwX48VX{0? zN35H}hNYSG2!@yZYGQrPFwb209W+}OB{ zudrhL0_X&{jhhj&Vf?l?yH!UjA$~_46QAfBa0x`>0>55^{3Bx({PoN5B_=bRuG{jn^Fx@i~P*IR%_br>l3cBKN>;6O=k z@=bIv@i`sA#Z+Kwe;3j|RgT&ZKH@*=od+TJw499YR3pjVmIL@v8?ZWR7cv`qPIN~w zfM0i^52Bv#D-XW<6-AxiJ|P$W5v+oiIii|aAtFpe?39c;G+dsmwxwoA;SY|V&+&N& zw`U~gIF62?Tc2+Gojz#|6DdU>=i=0n)8U&$Ys`a~p`T<~Z6Li2Mmw-zv_tfJKamNvO9wHXvk96g*#*2zUL>II}c+kYR87l3S2O*ulb8yT>CLM zEP~hR&2}tQO4zr7bO3xl7fB@nJNDIM$)nx88sz=^hh4Stuo2BIP3%{$gVD;XlIXZ) zFeDy+@}=W6yjQSt)svyX-apJQrrqHTck$vv^!!@@`$X>YA#)4pb8N+*i(%QFzioG6iUdz zloHZ=D#L8C%9AM?6Up`%p=PJ5zy^%AK~iiftI8g8k{7tT(h8WSUm+#t^c2eITl`oIX!Mht-U~jJKLBf`yb8Y0dr_$i6RkGF~niJg2GO z85T^#qpnoF4{T=eI{MgHGc!Im+-XT{jb{mD0iJm@#x+3y$UEi2B?73pAiPX&y8~Mt zN|Bh#2mq@v`JK@~hMiXRKVXRc3XA$LU}_ z@CN>s0Q5Y(Ji1#m2E=BSyVbaJ(S6+Bk3H2l!0`iz_tCg}XqeD5e&Uok@bac#{*Xb2 zmb~_x4ZA#spmsk}`r=lUP0*w9;eG|+BAb$E_J2mJ6#UmJgJq$0;lk+-LK^g(IWI){ za~=%re8H>eR)%~|a87Bi$U~K-4;MbxypLom+$LIP5)bR9p+#V;@shL@n!t zv6-c;Ln1ecF(KtCU!C?|2q&N|+*Lw|UDo4!wa}Oer^zjsdX)OW^Tyn|p}YrJ5cA-T~Gyk-EA@@B9nmb=jQmAXaMcN6=e(QB5*O_2vvPNk6yIxDbhA!#1u~# zGd`>H2O1mM(2u@k*lK3BSz4k}u(?PKaaa zPZOY$F25@5z+?1&|781>PxoP;PIv$5(jG+Un#0KK4)9JVneO(~Hgwx=-TaWiO(<|3 z;(IxohMrai&CmMnhvI!_bGOKFBBXhsEu%=Jaj)QLlxtwFS6d zmAe&VjqfLz^_+rU5evGS&Ox{*r)%u$5DI&}SPwradjXV2YS#F^R?uY8xn+w^6R30$ z5nm&af!(w0q{|n2pu(g--f`po90zI1np^XL@P%Ws1@ko8kLyXWeZ+v(e>fg+Y{4J0 zpNz;ZCzE4cH%3-_hJOrGBe;|xXuQuEddmYxNwU0A-+E*@&r2tWD|s?;d&~;O1?)M} zP!$3?t#fInEI@xG%I*D(2`Rze8v$5?slBm7X&Nt zu6}M}15-+dmSbwJ16989>#wA>s37|hi%9bUFcXh?m>)-u{D>FMBsB*?6kFUEj?8G3 z%f7}SF3JnIb2&P1)V3oDJoPtEs_U`P0@9Ab*Na&0qj&Fpo{Pa91CMd zsOx^LVBUTDrBjFf}Bj7gkmMkQAAzyI4urJ zZu<4FR~w<6|5msek0=~ATzY1)Efa2D&59m}PV!$473d)F+1OQ`hXWL0` z3M_=LwKJjbm-|NF8+5&rewtdcf zV?-7nap8RL1(3-zAbquP8=T9UK|l>Vn0fDrpN;n z9YkVI9leA^^Bat#s+b|BsiQWunFw_s;}jmHuErjdJ)wHUJ%eS_&Rt2(NXOdn+-C{n zPGP-mft@kVHrNzZq?_fj!&uzq2LZ=F8DNs*AH(DD1TgW7B_9W>Ot98c@rJ`;oES@} zaWp~tB190`e75(f2grzWw_|97z)C85m8o-^U}`d+8DeC9#eg@rWw5Y90E8}=31XjL z!1~5(Kx?1~+}xg{^+Z1%B5XV2+46?bMf=^QbsBV-0p1<2ts4->TY*xH*(&6izM_g1 zbM22|YA^1e%$heh1XsL&H@9v#cFDKAP4R30k7!5CikY-i7-RopT z?maZ7H*X4omOHnd?QusMAGEru`B@-CJo3n?Co{MXwtRC%a0cyVA%SIqaKz33T-H9? z5As8b8eG0+qp)+@lA&^<@LGY^?kXuEI(%5^s^jgm@U>rwD`zMG4Z4Z-d2!H!TS_(D zI)RTu84Dz6K0n6iTD!Imey}-C2)m%G0Z;ckdBH(+#DE)MPTS7HFMrk0t99B zhv+u?<5sDv`&{of!_@MR?|4G5T8KTnPMm{v_hTdrG{e>_;h4Pn@%3a04UC8Ss;~yF zI@ZVhY4pq)AxyXCbr_eo8uqf8?eP!;8%C@*dx>5{8{31s&Y{Gy12e7TEF^N72YBwl z>(F1n38rR~?vZU(c^9G%4Hd^09Rlkn$p_IJ@M;ZH@wdys4FbG${P-Eq;Qcl=|HBWt zfZ}>zsiV#vaJw_^ddRj9(UcJE6HFz-0_U&O&AB+j4rLuS-z!mG4RbuZ z<7L5$4)&aQVXuMd-KGoX8>0ImOzk_@{3Cc4&ra-h@&gFq`x=XPoC6ph(cV2@SO5oE z8e)%ctYA!=iVSTxz6}=V>&IBi-XYQ;zDm*JH4yggdS7|O225=9{m&kmgim${a%V35 z7^b%O3r2e>R2G8!O}OH&Dj|jOckNf4w17lRz=rvq63Wt#xZ6PN4dFESS$w=V&{%$2 zfB>NaTwE-jBWck^f$zFanrDc>$Szm=`-;J=XeHQkDSa zccv7ZuA|JMTc^xk3c{HqJtcCo>o_&nd6#<<<{~gg3e*#kz859b-bPo&FVQ)Jn z*?=w1zwc2gb;2SOMy}Dhien*PgPz*pAHb|wY|S$#7%_v(+M{v03RpvwBi>9WEq2uB z&J(VEs@M!3neM-V%F@QaGj zm3Rc}1s=~-V;LYYAz$2jDG7)w4b+Y$_MoZz(`UCWEW*82Uj<5UGgxK~AtYuTgbj8i z-A;GSU;4*4h}t*%T_d1qHYsnziGp*!J42w<(BVN=0vod;%5u4T+WLzeT?Fg2nUVk^LB>&t1K5ZIJ85jJZQ28bDr@Oga7hBFdcUYH!G7gwY4( zERMtzxW<#>j1iMZKw2&3b_o56O)xc%6Ksu2p4bq8T-2_uJ zVG6lV75fxUcSs28ZZZEMOwC?~`RZ8j4Y)-!60CA=9T772H#74_g8#>6O_s?f6#dHk zo-*$nINck)OA^TgRbliP@6}514m;kt{8i!?Jxmg?e@O7ney7LpVQPsZ9JlwGvBSc# zyU9d1=r+OBysks`MRht@L59Isz4(!j!8tk!f;n_9r&DroeG5)B&2(4ZG&e*FcP?C2 zmqCW3g1jW<8LE2bO)xc) z*8}H;p7>!OL;9A^@I_#jnrGOq?H0od6dQ}U^yfib(o7Uv+KQ3vd1!9@^dq$CXDH`{ z?ZkrW`gc4(GY-uwconSXyRd1UCc~$%`ZmGTzH`NY8vGGVjsA1+;nN>|AwG7!_3cOr zvT-(+8;L9g${H>9TxTvgV&Rgxh2$=*H9QwxjHdrZk8cpQZ}z*Kzh7xY^-qSHhOw*T z-vqV432NW9ls_E&5kbwqT`s22d=dG|Xhpqb!vEn?oIhNk|6>VM@O_zap<)4&nrd-9 zCrR`pf|{GQu#~WfD6EHPG<_;P^tT?rYcGG4pynq2sp*TDBKYzOuUT%jKo+O=l(P*S zhnw@fw+asWp&OYB0{t6&@b#gx8P<1VIM#v`1EYQ!*rs69Tw{FnZ#{me#~;1CJsp<9 z*k}pa*}IrUxdM>6b=|OVjx$)3cDA9{caefhYyuHa4cce>926QRMBbUqv<^O}wa+29J1k|K%6?bKu$K3`-e-?NF(CB6Z#m+gs%C2x`Xhq$&<; zq#)%?BI%R(6}Pi1#KC5s9(3Q>el(mBMwHBZ*>*T>gZ_e}g;|@$ftuI2XNy|fl>WCJepmYhk_a*GM@v~NhU+(0c*nby? z^aXW~-uH)EhxQkR-B*5C-ap!2{@uSX=8wn@8@B-_vDgRw6%9YE-!LPknMnI6%9q?y zYFA88y8cAAYGsxH+OFDus93O8V)qIDOZP%{!CgTA6>3L#Kn|;X4 zH1BTLjUnV2U>nse`5f0jHzHH(dJA5Ot6Z4(e1gVOZKH$h(jeOUK$CuD_oniUS>leL z(Tj(5ex@weZE1+(jhv6pQyRG0Bt9=SMz|^dUyY!4XxfHGzRD7~@=ghzWUks&pWnBS z&!7CaJIUB>z)If^J)@?uVwqY8wV96sv6bsAmSsW3K>e-a9$ zji2W#I-@1}$HaMqTmX89#-$#8#eForCb}-z0-A;rT(X4YNN%=cyD8&a;9U1VpuRu> z4N+Ykyf!r8og1^u*=qn7PjIT-V(-S%sS9ReK@M+FEpzO-gTiuP7UwqbR(kW+mj7w( z|IaSZOM{wE+h}B<;bG`evm1xe{Gx@%jIF+{gX+H3kAu|kR0-JMe=^Ekl^t@=ylXKbue6-ckE-vG8&60JbnEvT?oqq?eHuKs0_Kz8W_b5Lo zIkOU-DlykHYRQAH*Viszm>NR7#N)SwbtVyCfrob_O%cxU_I{lewse?#G_Kc>numPj z-|3rBvO?8VMt@Wh#Sh2Zf3-hfc-KG=2v2UUC4vZdktJ?#s*MyShl;<2GK6= zef}ZQH&;Np@$6*!aw-6%NW*meU`yFiA*?>%Xg-h92!%*cB&x~8lg1AR(HW`E_ zA;2p7HRT@Nbwp3XZfDWFf)e-dyOX2vuis?;v;O{9$B*OVQS{oj9llnMPFd$NBLeA# zYZ+c$=w$PLQSvAAxR|c=mlRhhOAAL`t;`h!P{h73SgYPDnuw+~uASIS^esMfe~+B3 z3q0?ArfkoA742m1IL7Ag0o@@}d$(Z^P_=VJSNd2r3O9LQn@Ny}nwf7ukBd131(v@|o&T$y^as*^%^YZMd_feF z*twM(Pr3fu-@hG(_s#w@gPhT%(HB%JVs6k!jV+34Uy=NY&Ms6B^KA7KO_-vp7V|~k%-o__? zNbLHn>G7X?>Hq!H2v%c_HklSwc2g!)GIMp49@}nDd^X&H57b}AizpRnHu={pMo!=( z?;+4n(~j)U*F^`X_-0uW4?_t4WtVsKE}P;9Q{B;fJB@+2`t^NILx0aF{$8ns;Ml7F zkG(g6r+VxA{!L|wGAkL%Je09A?)CkdDTEA}hg7CaA!C_BqKJefLy}}35*aczm_h@g z3`HnYgpg<7r_*)Lzx~{I&w0*s-Pd*g_u=*0Ypvh7*7vj4Z|&dOYkl80DJKx0;eog! zo)-jq{CND2=~p*~R%_yT;c|cibD1#^*#F1l**_`Ks_ztokV==A1G;~YxBqCLKbx-A zm@pp;=K}|hlo9%VrJw3S>vC5zO`RCOWMhRXHJ7lx{n`Bd)zAO41ho$a8lq91^QeBx zus4Bu1@|+e-Cx~a|L*xeNMy^zM!f}C+>*cga*F)4ef+zZ=U<(_|89a>I%}|s_S6St zM3;ASk$>V3_gDXFd;PoL|Bn&||J}>;-<>~#sYc%jYJX2P`k&|3=*Oz}ptz;o`t&Pw z*2kSeZ@TFZKe|>Tt{)0ypoJ$x7U?!%@2{AwSJuBiCh9Ki>bo zpSKVHCH&CYPyT+!PosJ)WyZ$y5T>4bhtl0ogDwZ#%*~DkP&E?}*45+uPj64m^=oY{ z4f?eUC;LKs=PFTbsLT5a&v2-9Eb>;>`Z+(XBWt{|dq5l_mRCwiOfi(3mVENv37o&_H)-U=tUjRN~b|twLyHOkOuKJ7B4=Zd-(F z7PDSwnze!Ok@^p$bU}zQDvB3+_MY*Y8bSYcINUi($-NBFDINWtwcotb{8tj1l9-7;+}{Kr z<;4_>XafJ~di9cW0`n4eeKW*w> z(wq%C1FJo{*C}>gMSk|HqY2BQ@CNV7<>@3LKkc2+;)mre{?J+1)1vYI9NHtfs7p#s z0$wsaG|RYI0zG8h#%6eTlz^)v$vy44<8V+#y=%u%Cv>q$IW&DKA+YyX|BkyIJ08OD z@a`L`{eN7KKg&;(=kbjb?@R>IjK#e+5_3Oo|F^tLA8*939>a<3OWBd_j2hZ{*b0#$ zo`06eupvqp3DWNr@OW?law#u!WzV>vNv`ca7I-ex2_9l{_d;J}w79%0d2R|B+?UbX z+}DhgR#4t^#WxNHPg`7h-Ccy(oMcy1cc#L%M@^kY)18R*iEuPk#~@;;iqkZDoQ(rE z_S?-%F>v|B6MK%JG<2J}r;Mj>Gu*Frd08&MN}$IYr?c(U>BsO?DuU`^TLgjq_sz=f zd$Okj4qm+!E@0sgF*NVK)SN7ZS3_A8M_1hlj{ir+{3k_rSvpG9zqvpY&ne_IVqQ&W}U##3!^6!vqghhxPg3DOE~{2B|$gu zGzvH{7kE*_2i`foKN@Qti^#`Q>5orRf=%u8D?zzo9CPK;>KJ7fsOmS*r#m*F=-e28 zE7d~07r(^?XU`Et+|BkiEsPXK#wR4LntO15_3I}-ZOVZ6n%2kNcNL)!tt#rU0y_!v@8Zn2zx!+*lqZVcck%q= z&z~R5|I_rJgC24|Psm4uo(8U9-Vg=g_V5*E{;I zdqY8HGkL$PJ1Q=M-&vr0DaZF_>s9PYPY?z#)&U10)h2_Mjvo7Q#RXbqv*yH-qtFLCiF z8*W#|P*ON+NfdZVRN6B^qsuQ{+rreLA4YyAA2^QPJbTwH3N7Wy`saUt{moL}Vov!V)P!HCfogqV@~H>u1oeH> z3(3_Lt{u=s+vBCIs)JrAlk0M5Il~?G;;Y8PKj)|2HtL@+B(?z)JzMjDSQqrNVOxua zq#|u^uSk#RH?J||Ad(=?%+%3DD4?z3Xx-Y5>NPS9K1+=v;U{XDzFB2B z@jVeP57;6g=kemP_iq!>{!l-ekEYD<$h*9qE}x8`yl+j!)SJ6TKwaf-TS(L`g7)#F z{r+F4f5x->@qVG}pHE%g=K;cfZd^6VLj>jd@p#9o2rb?bJ+QCmG5ShjjdHq2oo8AV zLF%K(-aZ>Zd#bsaRvhG^y#93ZvD?O|mhWe{8S-(QqL;m{< z^?A5w#&cGND(=uH(W|g^`$fd+l)gxo6bQ$zr!PjAm7%7pF}kD5ortKVxtZQP0e5q; zoU`dA-m3_l-^ubM1O<@=P|Z3oqIhqWiE_0`g6~)RFLqNp`__P3bkZQXY$$;qtUa9t zN9!v=aCTBO*eZ-*|BvPWXQ$IPCOdfxdcqN<^rT?r@BPR3=hXM`w_JoS->h{EQHJ(` zAQsU?EwtcuQh(Hq56apn^H?nSQHrCh(cNuh$UIkBnmTU~C!ii1tf(gsr#66QdbU1+ z-sf$NXT|0XVV{e2&RsH3xy??q^#nJ^^JjQ7Xjb6TjN)J2&ln_}f*oxV+RZ*zv()xx{o> zh!~Qq_X_ez30L69PPtM2t2+IHCRncBq&72GdxP4ptpnxeO>KZAi*^xsHETJ!X zs5Pkwcy@X^SF~IA3jp&}kb%wvDT3>J-^?O1$-*yPIe6_g|3hQ6lj{r1p`L?a*>@tM z+&O~a_+vSCgEo>9&<-!3y|h*)*#BdG|7vNGrl}E<;k@zqMf`L6Cx40JCf@5! z>otBHY4mncTTsp0Ggo=<6N9=8W5ks2Dvln>Xmhu*0nG`;>tCV)xgW~pj?&!r~!%jV+(4*b=SjY+=;~L8Kygl$9FE8w~%kDWZi0EIld^)H71WiW2 z`e>DwMeuz8(Ezp_U00_+vBI|Psw1~bR0;GulobBi_RT!HvR%L@S9ay6*ZcAM|8D6& z%j^1Am#2Exe~YOUGrXuy652h*NubxiI)8um{(qEb7hN)+RO#{&72JKPOTjpalitvm z5^V4cQCreRTzq-&pI%?ZG);u0cYQ(u7nGCFEPwu|-|x@b_wV!nXImgORV+{WQ$H$e z$&Z{Bd-8XE{co-gzn^Nf=~sT*-}8+A=gl(`?Z|3-F(?DBN3O85;+N1<4>YT{TmtBx z3+v+T6-SvQ{!bqYDM08AyRVU{y6FC^KBlYqc>&Lz0{L86ZBS8_fR|kED5`%s+FsdE zj8k@B$ec-bhMAJR=WYy#Au-__{N3SRFukA8SDQT@MfUG;?8teCUlMj?;9}%$93=^# z8FQCCXyhFhVlekWUuGCWBit9zM7V9M_La9detz7@(2@JtZO{93r!8l&y>oBQEEDNq zjx#YPFE&wQ;`^VAJ@Megv`V_|8k{}>!(0xU3{l1mXSn+Go-$y9m$qrnxJzRjt6?UNHZ44uSo(GpI8Iz0f@6W~WH9k4-I|UEP3z<@05J4h6 z6`y@=EIbP|y(!D~6&?1OYG&Jz0Z)mzT#xV)!*e^f-d=kLIISBLO7{2$IyIVH?RT;U z9I`7;O|5eQZ_RFY*O$d`TCeZS@IH~BjvI-4t)G5-?+kQ+I3JP^K_V>GWy7*wut{cX z(Mpg#qPVXjZuQv*rq!;$xRM=*&J5Q)__*;be0?J*0PB z0u#Bc#8&!*1FM!0DQXOw2P^T15+56@t^mB#5tK@J zKaV?gyJrJy`3+cVW?GBNDL}X6n6Z*j{E}k1V^hKWJJD*v4g2)73mDrW1EZQ5A%(79 z>0^hF#9+%d6G`UnTA1vurLo3oLfL0Dyqy;Q>k9c=&gr{~O5 zJn(cB%aKmay_g-3rm@{i5v&yps&dI9#SCJ?H*Y!l0Z;3@DbrdJ4T{{9>qjIzq51q7 z2i7x3!IWi#WffT`?1JLuz@ zv}9Y>D!gUYuDX+K18HOeTR6Jr!Go=xuU_E9FM3#ATKYwg@8R$DP!|yDFnSXVuQqLS z@7WiQ3i_I~vb}ua5%*nIx+xd*EOY(>C6m)SiM+KW6Q8jSyX2Ilk-WjR5{t0M`?$HaHUV-VOm{95R z3ph4hz!jb40#f_tD45Eh!4s28y^2r;ctOl*sunp0Yl)YvQ$8O6BQe*G_j37wM6%Y% z=SNX-P5{FzTN3Q)*}F~ZDR#gxI<_>QvkI-Q*k%4&*I)GbPEGqB{$7uezP6`E5#eC} z(42NW@B%8aW33+F6$D3VA3NWPj0@XaX0q>mDKuS7Cmz=8K+_{m)zqnVKos3pU}!&s268R^ zzZQtY1*e`gxS{Z0!f%P<1wv< z!^bg8t&CCjt>>^3<>p~tY7MOa>cs@uJp zHO-QEM00F3^#M~jI0^6fsKL_=gm|)y`1fCc+0FbWmu}odR@CfIs(delHjy^Bpm!Ex z6>5=dAd#pizTSH49-HXQ4(+>G9OLlT$oyC{g4kmmBS=^heB`g^rJJERj zn8GlWA5_q?COd^+%30C9KjwdxxVWojHx0r*TzV@p`3OwOY@Le^KSOP1Z*mjG4}mpJ!=8R4d6b!YAUHIC z3JW0dFFWqctq|kQOhwY3iJe^<7#>-%!S-_IF0Ey`Voh4-TCZ#D$3BMk<*&(wV0Zl- z@;{wEgmKfEk6OA%V{EQRCqMRTW5cV0X|cKrSg*n1iR*2Qn8?jyvSw~7?B$H7Q+;Y7 zl-hsYXO=e(xbEw-Hok%I@!8QciO)a4c3IPr^=)Pl7Dn+%!C?uWj$BQ>x6u-KY@S*S zk2JxFA&I%`8;Ic`lwwvQ^%pONPHDg+2D@&a2P`Oq{3N^UyXR2PQFKdaWC-0jVnAbFfOiQaol4&j zq=sS~N7O|&Ok#y9nosta>`+KcJa#C0B@6p95}1+ZcofS$taRB&W>WgXcyf(PTpoJAo8B)K?3dSOsUi&`JSHk?BK1`J)702Ec2pya_MT)g51=X!u zFk(;TEFiK3F`-VeXUWlOpqN?8CoLmrE9~5K6f~=ferNx1+l9gd<{xhuB2IR9Y+o=J?>uz zjzLVE5<&^ z&+z=28aCzg)Mj#zC-z2B`o0H;D#ks{O!vyb2U~T?>go29!^&!_yeG~1F%Qo(A`28N z;IIdH6De7-(aZbKyrg{qBApXs;p0o-E)?w;WD)~8XZKM>IV{7MEnR6(@b5`^C!ap? z9;U?1>}Z*qJ@NfBo5?XFjdnOp?N+KNN&zNtAXUw6D;C$*(>|OT2-Epjn)OX7F%~xJ zloR&?e(BG@Q`5eOzmtRLnDyeE_}*N&R71g0aHs^`+E$qy)s+cfWZ!HQ`jCj2W^)!Y zmNUVlsB0CL=?t>jAB0H@a0ot%t$^fls6?R*0t+^+SOsj3_DJ=>~v2~3hynwJ&7vsee@{8 z4z+*zh>pN0nb!6~&_Yo}_clc7k6_JFE(3CxnHADfC;O$XZ(;pn{=q3}cG#l;w`+4E zuGpdFO&OGRYS|LqqfmyhV%YJ;Z7rT?BY4tpo9#i%2 zt(n>Q7PvGmca1UJum})6$L4wqf+^`7(0xL2xo~*1y$( z3M)+x7Fsg+IX#V8NaFG}<4mARyy6*Po{Od((qNa_RT%5N8$x>`78T^jlN_434sPds zKV0CbLKl>)CJYy|;jQd}_u|Qwh*@zsUZYzT9M->*xM;AVTUS?38Ygyw)*Gj1(Pv!KK%R$bkq4!Fo-h!aAu5FbCSvDs@= zn0Y-PpV6(1UR*qX&4c|7R$9$pebt3d;gM$$Z~nzw*eAU?5lE1(AtnQCMW3> z(tbk?TMJIRK*i>Q9WJ@7Mw^IX3cWPxG45{IrL#F(3-(B24bFactJKt3MHX&jtmZ4o zjI?=f-N%I4+OZ~QSk=PHDH|!{$$4nrPNNY-8x3ZMcim5xoB{vM#HdTe8gx!4O;Je` zV+Xihqiqb2f^EdXKzQ1W_cE@oFP~2WIj(#IGLqY{y}?&o_s0f7*2^0S85R^6Wr~1< zj{eW-X%!TNjvg1uiaB`|$z4&la{U?wQzY3MB+R8ZmDmt0?Lz3av2=WD9>_>H`%@eu<=H< z*kjW@NcAiIke^%+mLju%EGe2oA#3>qXUy;|>_VHvYlcp|`zp@;UtD~gvEfa*GpSkX z7+IUW-@-=+tS6PyL|0rMo3X=*EQO!IR9>C_peZeet*gux7p88;8Z|fg!v1%+haQRj|g!M0{Fx=_;M+s6%h3!eRy*yz4BuH=|s zzh6D*`=$S=`!)Ri^D4MO=*FEri6c1>>2P^&)z$KX4^z)bNaUQ*qomu- zWWMKt;bz&rMt3=3FKw&X zcX~NsMj!Sg?aQi|-Wv^K=vs1;Y&&VK?ecMe^kMfVR-|l zUqTTSP5%a7ak(_q%ML<)^vNY;6AmFeNlqILRe`;JyD-loLr8S>KD?CG2wuWWhn@}Z z1@d7&`tpmNKs&2GIn1;VvYxZL`&s8fP*&?$B{q(xpBawb!$1FaY-KpYmk|g~AD4ua zK2Tx@3kvwylz*i+{}=SMlA7y=clsURN$wLYf$=0VIAbtiTSI5M-7IH(lM|FM4es67jU7xe>&de|8FWI}v6%!p(|#*V%{s@Xeu@i=v|wVWC0zl( z%*VGco_Go+7Y9`VeCVrK~P`-LkeQJ(EX9`@&JMoYUWM zcHIPhcxtpb@+=f|*X`IwY0?p%WPFM|>o_<}Qp{Dh2cRQib4Q3YSb^$r-p!%yv$)NI ztuI!0cmPgoBM1=1A}aG4*T;)^7tj6Cv^JGRXzsMA1apKWxC*cal|CXxO)gR1(w99z zw#YJ|^I;$wJ3U&5s^}niWvQ?$f*8d-;ka*jzZN6@9F;ceJBF2N_!rUSr((jPFL3Fz z))+9@zIxPYiJg|0+0j%XhaDe&p?>zU0XFalG?r3 z8=Cj)gc?u~V=>bQ*RN=u{PulUvi_SMzlOipBmd6+w+j~yptEutsjP|>(y_`~m`}3? z(H+&*ZGr}fv{kYN_NTos2jJv}aA zHjy1VOy>=-gHR}H1P0i%sVzDkwvrg`p}7~XLoy*#_nA}JU!CX zY*+@D-#N4Dr}DvVmk)S1mj+eDWx|!s1Es3lhLI`rCxgiJ4cPc+ zi$W?-HxRZqA9-iJ2<=%UNr@ug#@qiZdfG<)GxTeiI{2Qj8+V#JfV_A&uMtZb!C9W; zUs%6tqKzyZDlUUQ5P#|@@iXfLRN8y$jZc{_ytph?v5@147Wo~+Rw_2b&F~6M*R&xV zZ*&4X&vqMl{w7e_jxG>|zM3en{^$tT_@y_*?np+qZ(6mLM0VrHLu?Nw`F_P=3@vv* z2Ob64T~tjGXWY@vhXK(n6t9qgPou8D?j~HpE4#<$E+yEZ?9sL}y}g(u$Ht5BRaBsSA_Z?gy}VDwC37p=}rkU3Ad+MLldxzTgb! zXGZMVCXvOBp$m{zvMdees(}1Gr<3x#tw7Wx2Dr>pLG=UoO=3SuXxva( z5Sf|_9J2LQ-L@PM>FV66eykk2$v!rmZDEIUEo|v^=v64z4i2!0>p|oEJ^oBD)?qs7 zym{GII|!U=-Dc*Frwz}W4M%S|@=N<5S}6LZef%T*T?2WIllDoT(*#xH^Ktt|4k3)X zx=Ey;W%vkbPpm($yhN*we}W#Gefto_&^nK57DI+1QWgABaM+Vrl&Tio4-DV1|2_ z)^JDId|gGntYN$L=0ZC^SA73p9`b6Q4655#zQl6O;l$#cUwc;MVr`j`x0xNEV!c{N zeJQqjVRwu6s}5e0!Kw?wZp~9lV;@&&=5DJoV>gu+KAqN8!-|Zy<*cSNVf6_Nt#LD& zSlzS4hHcyEFf04G^nHwzQ2HRJg~_QIBuvW#eJ*4`yfSn6Rue7oG8!0rRGSQB!YQo@ zq*5>yFj<(gsQ_3jIs)oVctAm>_cNbtF>IaXk5k^X4J1s0`xk1{V913i=QQ4xU@Ga_ z@mHLmAxI?0{iwG!NJX-VIR(Ch>C*W9XCE7W)8jie?R)q;JsRJ6K3G?lggvTU?VD$1 z5QIw`TL)cL%qQXWidp2WF)t@^1 z8mM3g-%V`>1`4bsjl1${F}XgXCDj4v2vfX zRG2fP3wCv*0}40Ms`<`zP!ffGcTa2ts;`5-ih{||{6)}kI_)`fZ_ek}m6?IJLhnh# zi%npy@@USA(Mu@tKRMfJzW>|xzf;q`hrhd@dUcDj79~IIY34S*m%9gHoR=15V^!cH zhvSD^!g8pa8tX|TJpwzP?{S>S3P48YtgSiPLhvqB{nV=ydr|8W6pZbfLN2Uq%f87E zaNGyq5EXjq!SJ@L#ZK&wD6Rcqvqrl)sN_yF>A#FY8_jB8wsf%oNwrU9QT%&cb~ni! zE!Td?%gH2jm)1v5#Z{#omKV{@kyzX7GDEnBRi5voY!WdiM(+CN=jGVVVy=17Bopk( zUZd_JCl2gH0@KFLM|WWNKi4REOfLh@W;B^kNebh6q8jeEz5#nC_DO))L>4=`HfB;5 zy9Rv4CdS;?yFfc|b=UGt78o+$tIf5#0iz;Ywm)CjAfTr$USfIDE`9;rEZNo{b`b&B zH9wzKJpEmegj4S_=Nb|@!{7CCAO`L*=dr(_?m#}w zL8rIUFnzN6f*(G8U}GpViIZ{b_f?+-X@p8BIf6Bwfhrc4N7IHic)*AIu=(qnWE1G^t5pfxcxxA z1e`3)3J*|N60{GZ$q3I~^x?2Hd4D+k+9KNT%^)u%9}i~+PGmJ&enI;_MzC+e_x}Uj zt~jsbt>{UMR+&b14~Xxr=Om6(gj-6~baQ$Q(BUQg+AMR=x9fkWrhN~8r^oN-8PWcp zo@VQE%K2}8+TZ-N-_?~r9rZclqh;x{4TO%3D7vW;E}|eibLW=pk&UqbE1f7w{FeXU zOt2i4 z{OKYFPnH`;%<2i9R{iA-`Y$fPCFYYm#jjXHsNL8FlKTNji>lx0QPFWAe=OJiRw;>~ zeWUATvg6$84SDeJ{5#wP>1up!L#x+UqdvnB{ zUMIYhkBV{hr2VIQSTj0~NC%R_tvaq|%H&N*&zDztotp<@>gF2fx3eLq1M`nUD@dVr z^6f|YO*F_?WTYoyiXFrgjO?eS_z@?qc!z!C8x*O&xz_4c9jBN*kv_}~J2nKa*y-H6Y;&FYep2rzz#)fcYX ziFThCI}`hA7tqA-I1-tphPq9JK4~2m0_qWCv)*emh-T!evKJ2#Txr5x_kZ&eH*JL# zFIwco;#qz}siH?HtabV}%ZD$@Q?T2txVSCP^grAltXtwR3 zm7@w6bUyeL(0Kq|KhrT@J*@~gb}Jv&36w?-R{W(hf->L}S+vQN^e~dHs;bEq#Sb2Q ze%;k-VuaSh&QX%nGDDXugNCWhEY3A03bQ#?4>I-{zGnOb=-i$7qYZNHaNx0DCePG5 z8ZI_#Fyh+?Tdp(5YN>bQ_G=6@`Nuwhc!l>;_YB+6Ac;%Yqe2N76mHevTiEf_{QtYz z|Hu4Xt6k!VCAWmZG`i2XnScJgimuOB<)t@(DEi za+REBGcpAGEr;h$HJw7N1H6UUv^9)qoYk>#^FXI7h^^_~M|QXgihIBajPf z34WBUgXV5TD>&f?TLR}~?k>D_MOo8VcJ(^jK+;GJ6-jV4K7XHH(Hle^`$n>*rrBO*Uz*b&ymIf=lSBxTrMIzFhu{ z$NK@#cTiCpP1=VJ+8aA+i^zjVj70I~dNZ`DK)!O^Tpi-=8;tH#Ss>c`FC#gmwt{Y6 z(-v~A8C)WL@6I<$_aVi;vAgli3)CD&zu24F41)su6xQA@BCqou9NJY2C}q@bH`7=> z&c+oR`@mfZvXsbfe7*@8ow&NrFf0Y9&g{EvzW1-kPy3PA^+)+>XCtk8kBIWYMWR{e z&-VmTgHqg!%TKpKO2LX&U^YF<51p}^YM_UO+ec5|OjSguPWl|T803fROIL(j>J*V+ zI+I#uKrf1#*(&yIFb(%{XsAzf_$sLOOs1dnE=QRHa@4O*+=Pn4wU{E|-d}lL*M8-7 z$>W%vjzo0zCxQ@bs(ST{8>qk2{OFq@S~x3{lJH7}=zm=M(4(`y^z}3&M3UQ5-dAKt zNp7TLFTyC`(vp+=Y%CGleyUQJvt$d9D!n*F3a{Y>QuW2UIyF!&4wkZ4Y92)uz?#V?t0mG_0I zHM=ienqg=**N&lP>paqHSjsFQdi9ro|M;WN%ZPS^T}Btl!Ju~YxsC4hh?#rG%eD_(w;Bk8X0o@@^#LijHc=*h7^r-H9jr{N(+-1?@M}%`sVd@m= zME=An6y|W`WM#QMn73UKl@LfF;HP={TTXQ)nSiqKre~LL9{(TG9=Z%Le&eTA{>roSB>b`D#}od=>Hj^??my4euy0ufliX(%@mTSL z!N^zKsvIL#=bdGgO?%d2+t%qntOqM!np60i7(BF@i_~?~M2jB08Ht%35V)f&n#7RM ziIml|&+iWe2m*4j&uHZmZn|L9PQi)sol1PKt4OyK_b`^Nt+4}Wj_%>sXv4|T9q+VWE;DM;=q{cIb( zl|ZlGuKYhU_GkHN2W@(My^A+Ne`S$;{K;*9+xIV4jsE6!{nvv1ck|Q!>)iak_iqdQ zYb`)9+2}hz?eED(|L|;dxlZkyNKxC}+|<=Al?*M#EtMqxZ;=B;4ifks4twz*2Z+wbJ4oRp;qiL$0tbk-G|BKA0Keg!q7~P_wnqNP-BDqV zaZKkFT8NaVJ&^zL55IN&>r3$eHV1Lc9Ic$a)Ig4L?Csvei_C@m_R2<+!13-V-bT}P z0+d?vYgr3yb{CYAZfUM=B6JO^rOv;Hv0VemA_gwhnjJ%F>6h-RC>;Vxfi4vIK9b;D zAK8tUT>K3((0xiU#8mCTPf=?Al(qJLt$DzlRoI!#Z1!(INi$5~Ap*UA%jvh+Uk#-e%ky+sf@Lf`8l<61-7Ngm`jb4n z{(J|s0BkkCq7zRej*6xq8u-?8Ldk0^{7f_>YPD)uPy>cqTk1?v6@DqytMt+~`WZc} z@{~VO5hVPT#Gxp0sqlk7_@sHX)CPK>THk}`)_iQB-XqlNNL3<%z3X@d@24Cy05+#p z5yuK!g8e`0@iUa#VJzoX&ZAy1P2$#PxRLiSN2$fUzt70XqV$bYKGc&J{I z2-{BJNdd(hq@pPI^NF6&0Cr%=-h*gOxX`6f($t=+6!5TRqraCu1G2_-?=tU{23db^ zQ+M%0$n}*B@28wf6jw4;QY7VtdnGCr=zZQ6bd!9u+lWK(vy=pJWx6LIrpEP*s(UKx zyVuX`b+;TnY`wfOQp^1nrDjCXpOD#azd-Jj1EiXw z7vHJc{QiIQ7004Y^@WGh{R^ltSoh2dS! zMO{BV@iBn-r}t-X(WN8CKQFpe>}NGajv^ZIp1Nzndf;2Lhd#6C05Y)D?`q$r3s<+a zM~k06iE7^28`SU}fu4ann~wKh=uUFUmvbj)k)Gxa*$3;7aFT)gkHW6Sg0#Cbn=eBl zqPWwZ(zG!NN*kIK)_Gdd6s_4A;+Am~!hM5YMyD1hPOg*lg(wC*;x$NuPhUfd1yRM% z#fc%|i~5HbVq*k)kQW++M6DOVs-PytwspcK5mgYAeN6bfYdYhQ-Ao63S zxkzgm(p)5tw(&Rv&XPSJ?)4-hrFgdpyH70O%qq=sBYO^)RAE*5xilT_9IT4oF;t7% z%cV4Y`wM{0mV7zAa|F?dDqpz!nF!Y8p4JoJeub0sy3u!0Ck+n1-+tI+J|E?8t+ACZtveL_kR|vn`2Na)bR#tJ%>8VoDbj2 zgZ+B;_wXMVqZ1b#bG>E*b91hjEkvD=RGcUCkvj$;_r{Iv43{pVGdp`iY^MqgHk6zz zrL;u_8!Q@BpIO0-lI+c{4qqgVQO({r7)30au^-mA-NOanY@Xwv2?5$uyJ-cn43sse zxWFA52d$gU+|I8zBd?C}4iY?auV+2)wCS}{TzXaUwi8OBa6q)gd0a3aDRv0!i{fV` zXYq%J;xtAH`g5pVciv*#g?C{voEh5@_iv|1OS3^fPp=}3eT?>F+LM4}B(?{;fiHNo zG9J%v{*LbYhxrL2;trilLe6?{FCpumnw16GU7)Qo?W_QWoXrErE&$pmHFl-wi#(t> zpB(WhBXm3W?33^!Ey!#Lb#6a-_M%gWIR+`On8oE@&~CA8?ieIrFDl z1Dp!zwz+`Dl!hQQpINPM#qC730ka>*l8C_5JaK=b3>~_(L-6=~h7{b~thtBL=Kz5o z>*dS;cJ1TGYB25N zKz4!QBt*>FZ&i8wz5n=*Q2QSKc9wFaVE$kb614z=9d)Eu;a3!o*qBUtf`2eZ&V=ALonX!aqL3{7+v9gU~FNH=%sB+ z-`MDbf`@OD&OkW9@ziSyk4`=ZykqB#541`@AHVA7k>+u#tOdDtvc_trfByU3Z{}J6)pL?$H)md(s-tL#hDe*VD%iW!F>ah3(+UUob;_vznS20?1 zpYiw*O7a(fA=UZ;C!WlHOpN&@S{6)On9r`mZRxvfz>atQ)1a-Z!cVG5U~g9v+PDH! zB2WzKh;+I~i|E;c=nP(p!6D1+2~HOqg5y0|?54bkxnRafQClrfnqdEr_2;ja=167T zx!SV>=Gmpky{dmc>+r|&*-p+-1Z6CsmqJy4JPUxz~Ao*WSl@o%`6w2U+Rz*~NPN z^Zw~(z0vu*)|9Xi9MgGQg8$#f``_Jf5wUV>N((X65fOQ*eBJqfeZ7A--hY1oPXzuG zf&X_S@MqN#)&HQ>{!?=FKP5;1-&7jy@+f}&LRtz2y#n5QT$e{i4{6d!hK~XxOTEfB z7hc5hVQxf@Ul5q&Ihdk!q>!$={P!gaDcB8Vhgi$y(2v{3FDcuGQFdY4{A^GW!6Q6L z@7UIf)qRbmB)5HUppiDne=dF*UU_!zkiDCP)c9Em2K#!E{DSF?r|}5{KYq>+0b5P% zs_H8|e26Zh%|i)Fm&-n(gQt5ETwPiS!xs!&!`Dl(jEwz5E7x(1BreYQ24GCR`uGr| z#0JcH8Go$nWyJ5;zh=b+&Oj_jJ1rxux{+#x20eq^XMSf9q2Hw#h zc<}7X6g^aMJqyJ>bk1d;Dg>T~QP#D^bl~ag5U)-sg7!)V zt0wM$zW)DSLw3KFo&Lq)17+tE(#2W)k$fVvo+7C`9Bw$((9La&&hgmvq%d5CvYEsC zBo0L(p@j}(caA`i`7FR`n;eDo%kD&2+VcS0{+-n<+CK`8ShBTl&7>fiWiRER32_-!8#tn*@5;8kn-ZC z(!t5^uqsLU7|+~==<~I$6d&8+d2non^CxRyoD*6x6lw;W_MhVsZ=^uUapB3MwgLDS z@!I%Q5^OaGC$2srn*|14Z@)OCd_s2Oc`I@0%g{DalS8I#0(6h54r=MofuEjc=Y6tE zfBC%)QQOu(J?Z{oLiOF$7jE-gFKUnnAhUU4T7@BZs0wh1)|InEW;%C8FK%3im-|?F zXgi}(=k=6U>GeQ(ot4i{ee6Ce)qQ1N*S{CJVj2fJ1Ju zb}c3ou<=q)Tz-fTz9HJMOX-d#W}vQ_6O_1ukGsAUJKQ9WSHta$PumJ$Rxu8ZjUgg@ zq3&l&-QBM+#UUR0p?IrFdBJGMMCJ$hRJixt4Q(s8dC zFSPc5`LPXA+txq*aDF>zvZ3M!y_OfMq%H>{=Bn?di7MBiz*$`^BV)C<6*kLPmq zmDi|N<4yC)tCiqzeuqb7=_GpMZD;t&TL_-)6@4&z_!mK%O_+1^Y7R8sd$*`yQih^8 z(rQ%Nr6En;tiPCs6TO;b*t^4I35)ua3ER;K%7(r1_n4cyj|);FO!rvp;-=T7MCs?~gtRujz}T7H@;1F&Z^%Nwcewq`hgN8t%VlZr#bANzjr*^6n*^>oHdphaV!*6HLbIYz zP@0d37FjcZM}Wqtxz%CB86NM?(y)N*viOtiR}Ra5EVp(4?v;YywC6ju>^8;W>w9c@ zzPsZ2JV(Agjapb{k89~6izK|azYw^V?68QwfBRdWApCjHjU8Rzl)V#a=WN_2Z=ghLhj zD&x~@r@uo;{)3MA03GOjy87tdfhxFj@2C0!rbX1{sbF8wMT!r4WyToYc7&k)Ay!Fi zBv|@owfAE|kH7rT`m}`q+k2D1Yn_xlyyL%AOwk5PpOK*iyyAmy8$ zsKhS9Oj_+WBzqiBRnW>rhKD=W=YB*(?B(RWw}dkhmutI14cRf+ZO^-sFtiipP98Zv z$x{vGy2fATw7bwR7M2|Mka{@F9T~nmaT(>ui)iVwOTZo9E9@bC#K`I_v)vVnClD}p zOg~ZUHF8#G^jQ9;0K@4&UQ3)1L3>?wC*Rx5W8B)S`reXPR*qOj^v0buY}X}Rz4PUH z+`EH;>XWB4X7MuDj+;@#lT3V00-qxBZHmjiI|eLpOrwtQo`@)X+i9Osf8`mxUrqC1 zEt59Z=cilpoZ-TrP5s_|*VbWOtUNBGA`Qm1Ur;Xd^g;76-p2w_j*!t9W6K&d0a|Zw zeXu&G2fEArk%g<@!JW8d`K0L?xEocQ?J)2P`VzgPZhqT9{=KFf%6XJn*{Pn+tl0(9 zs_q}3<{-m0(>zMlWB-5|Ffab)$NveYCiu>;L2BSWF!3f(_q?qV4A<`zhgt=-IrT*yeqtECB?~BR)v-u<-_Qi+4n?)9MNdg^&>Zs5~@3F$O3U45; z{N&+Xf*;V2_nj+(pbh2=zq#5wrBQ{Rds+eCcidB8PTWJmEqk1%`nBo(3|#+~MkB1r z0!#65j3@7M!VXVrE9~B?VlZGPJ?7zy1I3wHsEf5R)gzuacbV?s<25H39F(;1oHXZ# z;TpydH|@|{XW@OB)2kPUegM-q$wMUEMxgWn^KAya0hMQvdnWD+(>?(MpD@w zoZDN1X-P@3r0iPmy3ya2INK1lZT)k8YjJ-qereWao2`B%xw6{cSuflvlRQ zOWZ}W_sI%2(-VNPaKc35LIpA+3!=Am%Ypa8zi<@Q6EszGG-K3K3F22t22^kFN4+n9 z_;3_30auSjfX8w<3bbn!y1~0WO?6h^09r)!isy$t$rP_ z#ILVW3r%M^Vv8%ZhQGv>aJucm7hXYEu`I=LyMz6w@U6z#-ny&4xaqgnfZ7*1?Bnw6 zdtBlXyq2GK!{RInt^+M$RZ=?Km_aWd@~8qr);E2e*cV}d(maPlJq$X0jJQ&=79igL zv;56#7LZR_LU_-XKf}^ey%Mg!sZz%?;DId;NmyR1m%?%4 z)hhCNocQ<&$zNj2OTesVqGp!JhAk(RwQbg4!Oum@zNU8@Ah&v`@aThRXqCwuRY+e0 zva#>p_LY|ak-IfNi=@Q4T9j+kgU--IU3~m$dK;*w_vf@yQGm#+*E+ov%y`_!F~Wx0 z7X(!6cqAnE;O9p?h^0>X{FOhpA!^(DhaE&kFGSacW{bh#QNr`V(-nx}>Lp2%=h?6s zXgKpwKM`^J?-DM*k_`u~bia(ZzC<^V{98A@Q^{C02^%IYd&Q@iL81_EF zjhx(*G+#82K#k>c+1kV!iX!Z-qtpHdU%L5pq#m(Dk}-=|hL|>R*@T;kKVwIS`{OD5 zD272sY#(7Fc^a{vzCP@*(-t`M3gu_xbl;b`K>4Wepw&NgQXhXx%fz} zGtqNmTYOe$l1|^p2@5xia|-k+<5n-nBufETe4zG;eP5*_w&UR)efPi>e{5psm0~!K z2Y=3gbb3pN4^%8)`06$aFO-QQ`UE&|*2yRI+3oePPPDVyD~1TSQM6dAD?fnfc#*HE zGV36pcTdW_-vNR;U7ymWQsKhFK>5${*YMrynlo36dc*>G0E&WzgqV0pc+%Hobf{ z0qAk`L$2^h^u8{bpLQh`7-STOvzx1tw#~6$WZ8LO!g{bjl(`xWemb<7$gTk1q1P&m zf*8@!$qman<2DG5;x1OWJB2zvQc8l^$_chaH(7b1hUXsJ(Tq zB*mizT=&Lcn~NXOWqNg9a#JJtTvPm}dPN>B)F_kF2@c_NA30^km1$&y_bxn`49Ug4 zEal2PF1C2zl;>B?3P*fTvo2Eajxs*)8+ZK$>1C{J=H7S5A7Q5{*MI>xXKZlwgbDq| zQS2l8(C3s2B_`sg-$O()452dv*3XjnVP6OKiA$ivnA#reBK6H%cj0kh0}Xd>EV3`25|LjIg@iM_DlZ&- zQQX(JI+7#zVOPGt*!^>5sD&#>f4AEMc$IY0m`*wmIZ4GOILM2`Z#p?o>3(v=%b69{ z^|Kt9>w3)s^4rkzXRaufwim$p(f(V%`~q@}emPO+EeAsTno_hQ=n$8f$fJ_CWnez7 z=}aQ{9I+n}J6o=|m0#LY4JWFOAg7NO^=h>rF~xm;A`AUJvem2wyl&Guc(|NztUb~e z(^%IxTTr5pw%|DbJr}kiYTNqf{J1B~$|9(91NM4{shxZkhzcChIuE`9I&8xp zBE~N0cH$!~uN@H}$F@jvYdsfP&a{RjwOcUf5N|is{Qw2WU3d|!%>(Q&5n>`+A-vG4 z+3%p72tuET{RR(IAbZ;JV-q8Jz|~{NR~_Dm=-$_y5#K?8_puH=*8?aKa$}k-VvC2- znTv)aX<5jsHMUAr|2Vv^^OOjB$%%f7gzFe3w`0FXb}G){owDw%m%368=V6UE&(%bR z?eTsZniCbWm#|@{Pi6+OGWIqVXtB_+#C9Fhg`0yLA;!^k1S``0Nb4uFOg<($;AF z*M&Cg=1_>&*qPL(nuF#Q>T8@YxPkh;iZR}t5VW~_GQ#%@GkDSVuNu295IPQyXRrzc z0eS1)FTG1?DCSOrwJBo^@I^ggyB^elushSk18@>Nc{&1Gt0@tgFyY;ss9Qj_gS(O_u|BhFM$dUN*o79>k# zUrop;C2kmUeB#OYcmAmR7cez$FP2Fw_6rafsHtrB`x3IOQS$o{XA8FC1GECy%+OM3 zm&;sj0AzC+QwEKtq2DKMsoA!m_LdZz68FV?(amFTZ?(Q=1sS#@9Nr5Hgq88oIKCSm zuiT-HgVl?fD258fHD*oit0NSwU$<_*@92usNRJdd52bpt6Tb8+H^=vBPi0nc4b z$A~VMuU^bvfps`*QY?UuhRej5b>r_u0Ed$0;mIkW}TQ@xp7xb+Qn*)t59gA{|8=7af{q@bC30S4sGoQK45)$j)`V|+t zzoW#h zfFtA-(ROb}ivhj`wil_p??5Bgn_V9$p5u)u6Q?Q7Nj#!_-%)cg85fuL+WIM4V3Q-+ zztg79<5N%WHLBYZ@I&$q{pNdmc(ZxhmfV^fhaEE%yg^}tBgBj=Uu7M_%u)+Ff~Biq zb7MGS^?WlNxqU89I`1V=3GZw^^5qgxSeE1w734vn;%U5dFUxUa`n zjg}K(+JYafoNWIdrZz}g$oJ9Y3=BL7(_tGthpLBcrgm$Zg9L|wq;T>XRHh-&7^Zd; zDskM>?sSa(FLgu1&`wlr{6ZT7+w%1J`jwPMRmDSKG)T&~xa z3qsKfg|lYLPT=&F{YmN3G_==2mMZzRCxAmefcCX5*jM08dh*)lCDi5?dz*TG z5ry(sg>1g=B@o?a-=}=K440L-o(N>`!N-R8@`g>`z`D6In?Clkc#hF1gjrD$GZtSq zuIJ{)q>VSrepj8sN7YMBKJGk#O(zo<^_q0>zKMG#=T#VRx8;0`O65F!>q7eG%Wc3H zlN7b(cde_ve zAW3<-ajEtYgyWn!>X1~ByQ!Z3(QOcEl;rf^oZA4`dZ*wUtv2vElwnRIbr#a8-?z(e z{Np6qzksQ|^SqFeU8e{Qiy7_A*ENxeC{IL!n;y6`D(Zwwo{Ugo(93rK5o9dTTnE8ou7m_49n9z=HoFN2lCKM{5zd2?v_T3;dLi~owl(#e z<`B6$qGC)Fg=&eiHM1OqAY6t1SBd@x!9hcBx$W6SASArqwQTN!xJjQX%;=HAyVmQJ z%53w5nprL8f~0&bHNWtfXSfw_H0rhC9%oz;F?&qdUmPoXrCho*EshU{zlwcgL60+h z#4~Bzl=1ud6PGO%7;x9?@H-3#HLxT7kYB7gEspx^;FT;h3%*qMBmK_S!TG!@(y(WR zps2>NvggVLL}9ti0sT?&$~q1 z5VdXnBY~`HQjRWtm4a$B`s=3j3MeF{x+!Vw1jf_+!2_Y^;MB|Xv$Mb5P=&sG zm_eWkn5@Qq%-4$8IytvbgCUgWg8C>Vvl_m5^u=HT`EJrW!M^U8EL`62pKCpz(uTaMu{IA%q36ou8883kybTs z5j6P37X{sCd*tyHSJ&p{NLox1K2N(arh-)}Dl3mXroiXT)dZjR^@3-jK#Kmv6BuA# zCyyX|0@iAh`BG2+0R#LaKBOW&xfgs=VUpIX`TH~tJP}hR#5&}_U0a&XK_&_~87XA! zTb2UT6IA5Q3vy=s_q+XomJwvzXO9*Y_dv-n#}4&1)xZ7NhNx}pALD(S zLndd5__p#+OYse|qiFvW_l3l*=W6lh-A}tI#8H@lbu>AXF~p+pd(V!$BYAlZ;r{Ux zppbJrpSV&3t*n1-V&_~!)JqMuMBlbxjVD`c^d>Yw;Ka`Z#Ie>W&(jT=(&>W;|8hBl zaWL{I3-iLd2VkIZBqv<(8^Kw(y5PBi8U&{$%hRjsq5c>Rn{d)GbX7Jt@Lozc;fS}p zj)ZXvmTZ>Ps>rrdX6za@zMR4XG0>6Dne*`IXniZoV^ zEtDaIk>lFfn>FT<2>*2Gs9x_P!Zac)+*zKT;BLB9bNX-rXgsa*5I2p5dtL(M7bE2U z38uC(9m3;%JQNslLvwM~@>a!QnpvT5CR{(Ok0eBc0%@*%^0^Z(p0yL9=L@Y$X@MB>{sw`+e3LGG@0@aEV)kZOzd(_a!m z;SLL|XFqYkr$z%hlMppD@iCw3T>Ly*>>rPAIr4(=YH=s0{-;gke(mA9Qtc*znVW?m z_w6T&FAeIap(ZDY@+GOZ#zG=RI=mxBZa1YAUQ3@)?|M ztoGhweGW9HPl&E*6Jg(bc~q?mO_1#GUsa|@hIiY?rKaXI{2h<~ebfKq`@rP2*AJgx z0w#fB!feMBYAs|t_f*vqPCA_sl%i}vpU(-YujX9_p0xVM2Aw6y_?Z)T(P|=47BP6` muIvG=U1)$c)fYC(=rRO2zWrTkxD8R;)<4GoqteJtY19wThP7OQZ2$BA-+R7uZLVwktTD$u<}>EF$ISISYx@(%81dr$>+ei7e<+EI z>B*CxW>(RmWHz=Z-GzSs6CFyZ`tx!%dS^iNLA;+ZLMKy4%V_mbA_r45ONW&Y)W)8s zZnmaQ=9b3xPR^&CqA!G!I$FA$T9~?<{=^yoRS~n9v-3&!e+kakZl;bx#^%m$maBIm zH+AwhK4ocZZL@kW{)2c230D5YJGkv2-eG3^P-0b8Gc!HC=uk#$YgJWadk14tm%ZY~ z_U^_a#%rprYpV6ih0*b3dJ4*Gwk)o$E7dCMtyHHds%N}{boixaHl)@?{9k$zbUlXk zzqF!Azc93-8`}yaZ8vEuDn*A9=;*BcqrLJEvA)0oOZSs2AC9elAW^b4b3W|0NT-yZ@_Tld8V{3P|ZEQ=wb_3Wc$|mzkNd#ZMwb zxz+-T8S7s`+t)y7QOAiui~p|(IwTXnmhvE@j?KxhI6fo}7dyWqF=|BP={Gnu#(snQ zSAA>T{feVqjjfBVgQbVdYIM2R0*4h{G#KX^3_ZTMG3XIS!)!&x7_A%?JseR+L+<>2 zoYAltwW3G*cS!VD{|<>BZ8Rj6j*c;Ufi^|~?O*)}9YytS)RiNtO}@`)-! zGKwssN8=P#jK(Umm}Qk$HEpdUrf%-ePTDrkr!3u8>D|4?8Wz2{@w?XW=qzslMkgCL zm>tDAZh$b7P8`(ZHW5Xd;2be=8)4iBJrVwv33@*KEfe&#z-_W^B|Fy9tRx9;4a;h- ztfO5`nRT?QnWOxNnS&d@PUdU?M$a7F;9oKaHvogtl{!(29%I}l8)Ob{BaHi?XU^X; zLC>7OWrChLxJ`a$&N`Zv%)zZ$%bazztC_Qob~SSjiR?EwbvWW?X=UqX>twy*n1dU? zPUdU?M$a7F;9oKaHvofC^vuC+vO(tHHo~|MdglBs6ZFjaTPEn4gWKe1=B%Sx$sF98 zwai&ZyP7$;wcA!R$I`*l+}+LD$=KFnHEVXR%{*8$6*d;RXhEN)egj0$7Hl9hYIed_ z3L>W&95WL(TnGurIV)isVAPME9UH>YGh;(IdRAb==~glVN9js7V3%%Noqcd>Mj;m zt1(CJtg&K_!m#6xI1T`MyiovJRJ2ir+`o%83Wf?F&Pbzx810;8$^F;QmG2f_7qH{4?@fR)_3gQ0S+3D+dTaaT}f9 zt-_FF4El)uSM8V>Tr90(uukt*%TWxh%hW0ob&m5Ju5j0ii!IzpTzuh1;$mzSi8{So zD?qZgT7Z6fw^oS8+-f1y>KKK&lmAJfz}i@Z)yZ(7`Pb0sO#T*%PAD!YD{4H$rA94@ zanOs)0JUMl$ucezjC-Jy{WlEIIsY35=+xsf*t*hdah9(n05}g}$cHk^u$qroQYuSNQx0)R|b*tHdxg-C5cHlyqGty#=r7rUOa0sIz-6#O zcHlC>xCeT6{0#&2?D!i7=-GkG;AeK=EMLhET;*%ofm64d9k_H`SF_{So%+wr;9Hv~ zux1rZBytIXKBKG)L(d3I7$a&X!BnBP+c;(sOfc$D1?LQc3CE}#Jp(oXqqDyO7@c`c zFwF|T5grpV;;H>c66pn;~>|aYE3U{T1@dUj5f% z)W#48qrU<-*sK2v#i$dV$=?9cS^NzUoxxv$Klkcr@(Odm$}||KD?eGFS!L{3+}a-h zuYLbd6mtEI)f-Wmb@uo;0O&lS0Ke?xfMvLOj2);4u?aj=ZGAq~Zg_W0K$PCp-W!aGR+ zmwua>nX;+-$}>Jczm&E$cd%5qbU(cEWY$ju7H&r)Uo*2a#wQ$2-EG_)eYGsD&v0|_ zt61vojP_8GQ~T>_E)_Z3zdjtq3*GAE;ppNm^si^F96cP|ZB5SDAB)w(V-+x7Josmt~~H{E?N=aEIK4wE1Lfx{^1nibJ2EU_;`4sL>BJe zE|x#d2&^QdFJAZyu_+W^Hd{lJfvzkmI65YIi@?4kn4xfP>-{{D%;KN0vR0{=wd zp9uUDfqx?KPXzvnz&{cACj$RO;GYQm6M=ss@J|H(qa)x^@qSskWE_0YZ-YYg-H1PR zwsJ74vdl~y9wHfX3)}Aq_=*Tf0_sg*_oM3?y-HUBW_`WYB|moAYQh?}M83S%V<3?S zX3n1&0@U-PBNxZtVBMcxFP^>W#%st>X=e77GYw+ahbbR={Alabi~@LZXYBjOd|n&k zG420dIVyTNF|gPTwgZv+nt_?s_D`+)v35n>rN@}9Qf+x0G-Z-fKDhPg@wZ`ka=ubt z8%D*9(T?{yfI3wckFqx*c;K(^(*%&zlBz_1i zZg=j&ihujABTN~ZAHcJ`D$+uicUXEw2$;EfVxGJW@tje6>|kp%bUDK8 zVTG5nA-~4-XU#dw3nB4hGh0Nz4;KF4&3}fAwKwK=X~SyjT6(4w2k@YkxJx721TK>? z|HjGE6p( z5#DnIGIwIA;u=h$ro5q^YeNiH`&gTI)nqzwUH28KHfG-YHxk`l)ik;Z&bG=%a|!V`B9LirtWTR(O|$(l*3uHwg7{$jQ-IAqHkPOoAZKr*>yFzhTA zo;YB9>Sg6P2svQi5ySiE<3lr7OX5g^HVmfG>*=d@1PKmi-4w$nkmXbPyuTy%_)ru6 znnE#C6Q0bE{6S%K9BX|3pB|6@-TwDKJ^%dEKJ*OTXgJC4;)&}&&=BC~x_ z&2&HunfDKGAKc}?%@`?TS|%xImfbHug48cB3vA2l?ML3fvQecd=FTgm{xAFaA8Yj_ z@f&DdA;t6;rN_i$%4e*cqKFJv#_!cX*(!Iw_v4uUqUziADr92rwFVO3Ughg(sWpi7 zcdeea>+?qfHet1&K<-|%%?kX3e>|Qse$H%nPtk=OBW`%6!fv3{vF8%!b2CVFd2(@> z_!`!Ivtf*Un5H&NJdQYe*WUyz7ko(Sk$ewAPm_Ji(H+3LKYl{seug(=Abua~3q!=8 z&nI_jjU`>a>OlFZO;-Ke+(CuWao>_?Bgh@GpHc!wV)?fi@y>5TUK2)Na3Ks5FadTx zc(eC&hk--BYNEAuFXEk6|BC||uc6Z6vqP<|8?O&PNsZppEzX5C*{4|Q++C5pti}J| z9gl3m@xg$2Z5YwFJzja-5qy%`Tp)sP3inPvo^yJNW4!(HEob}6c)J~c$YnI~IN15T zVkER-2yl(iH-01TMrifkOg#GZHB3<_`}EprxLeWfFTm;W(>M#x@jq@~QtK=3VoH5Tnc>u0#^Md=V&3%K zv^9khVa~45E*7hOL}?*(1NIv59n{!)pk5!S4}@s#-2M@aQxLXXJ~n}nQ@0CNp=*Ks zb3ZEdTywGf#cZEcN|ls&_&r$U5bqgIW`%|4#=9NyICmTbKN~#NjQ{8B0lmsk?=JIe zL;A%43({8(;KIVK_L>|MxIgY$mLfZLeje^up{3)~gn92`<0K8S_iO*mm*@;`G++L^ z^7a?Mda8rW`>K{|;ls9ONEy>s_^xIsnR zUQNUv0j{R7q|bqZR@@$(u_M_gk=_GBt0XN+GwQI$*DJJ-yl9x8!RZq*b966bG2*c1 z<$umqy4{TE?P(*J2u|T8$d_Zq>ry4RVG}D6JUPkKp^>|B{B!rbJ*+ZL4Cj)AL7NQ+ zR(;jSnrz4X^k6G%5!*TGmH1b^)v@NVhR)gBLnb8R0Xs_*p(S}cc#XL4o9mX1u&Eo) z_A@hu_ZKVgFA&)SKeiLMxTktRvHun60|NDk5eDJ#kR4=Dh`et=y@w9#ewdNQpADLc zHY9=(M=l%Ihp=MdsXd}s&kt4eMl}PHzPx zLD38%f|-bflX~{=xJ;qy*UNgI+w8#)|K~nd%-!I$+EVeIuhocU4xL60{0Gp-LSN+e zMgKp}hu}-);ms_Bu-5L4|6LPuEPpZEw^9Dns>e-Ry68ck9#@e_9vAS`%rQLahZP*D z6=Vq-zYcshaY>nRw1WygHoRxa*$Bg}qL0XhO`+^1V+KNJJFNWwck`WUGIpk9hzPov z*E||oqTH~3N-W~BvO=Wr=DyE4H}`X4;cc1I4UZ4$LE9rVUD?#Gpf7gp{X(D>G|0Ry zuE}v7*!y%mJfYSKLiq=eHJ98)jA+xOSI3*ejA0c588rtmOgNXpulNoax%EichcqFU z?@M*W7*s=IC7ldS$=iR-AK6#i+*2F`Fpqlfbf_f-mcN+%nO0g8GJbpm1~bGrPZLyO zjW6{#>Vhu|>cVCTeRex5Hz405E<^d;1h(sf2fhkdfmTd;s0Kqlm@ul1QS*#Jm;(p; zrY$CLR_QLJ%y$8k%62txWZMAqYcs}V;W9+eBFFskqs{Ob51wUaWBwnv&m!`cZowEK zY&~|-{0sNSqJ>@OlF{`q(N-+z1i`nFRZoVmH_Z}T1_Zp+5rv_4+Vm(0{d8@1lykG@<=reKMz zzhC)y6Le}t_H!+%S+=gjCP=*%C7XTMY&TM08O6_4=kx@rziA)LXW>tXl>ZtZ)?beu z3mmiTx<$M$UK~2&kPDmtB6y@*L zpdaH*s-*BJ_gN)!fsN-|n}duwysi|`!KlY1-~u1A-D~5XaCY_c&>#aSKXra==WBOx zj?8%L=x1Blf3@S<_Opq=QQ=&Zi}@RH>*M^hUYrR)Sk-~>%qfegj*KfkQ-`aiGt{+P}eJ7eop=Ig7(_*j#3*WBc z7?%$9pbB5-wQ^EdFw=E*Ci$clyu(UZwUBZh;C-PEv1n`sO3dMs#c2>g<){dMsjYK35YyNC>{r=<76Zt|S zSQ1^}_ywN|%U?|UjmFyn8(SIAmHG10$kn#HwJt#U(pHiDOV;oTHL($5*A1X^hGD2x ztsR(jEPvWemxI_V;?pn*5#+I{c5X2gdBpi=0X~L1Ky_ULWy|*E>`~&-WR= zA%+(d@zYX{V6QiQt{Ld|tgJVaXYn}Pv|WII*n)l4OKWHzUxjDceFFef6%K-=4sgnU zT$$ZJ4^c{fT=ayIDJ1MWP(}vqfit1jnKQ570CUE=ltb;$5ruXtN^ud7;h;U4&_3>{ zKju%JL!Ls!1|K@Pr^KkyY@DB6+wiZu8FE0EG}{H@@*`M$M@F2U({Ip&&ucZ0IzK)M z_zH$IU&PqKNBtqn-h_9+I5?Tp_q+{M%X3TL%eapaR8)RWvcjK$FQZA8rwbUK=NIk$ z*auXnH7eRh8WB&pVx9Yq3nBkA2ma5~*ym@M`GqM9XIdL~cM!tYW1V--eBXGzvr&Hf zX*Eeu+UY@k8Vec|As3M6=X3J8*rXbbu>QxIYL73*2QzWPhtCfYqU5)%pddj-#%adx3|yT zrh_c&Ez#fReNcFiFNlD0UA!M9kK~mjN0Iu%dybD1$8C|aZ{5>P);68Ue%r9M#RAl# z&U3D0e$KLW=tb&Hsn1B&a#bPiYb_rY)+=H9yZ(CM(VqF!tP!M0`@i}p3jaYZl-}So z%3t_S-PPfNGZN1kADGNB(t-4+kaEP&bPvj3bGvuTV=R40J!b#Mlr5)N?C@WG0`ZsV zgE^kP#oEs>Te-%@jS#{c?|T$I53_)bZFetGlhlJ}%e+lK0;z~*j`j=2US9A>YM9xg z!4+W6YG^9G5CrQyWN(M-J^WV1*Gw&^M<4Yhi3*@7*%HZB!${Kh_f4s|bhZA$E; z8rv0cO8mvtL`M*G^V<8Cp6me_7YY2-WZ4E@QdR#bPRc^KpL=1QP2&w69SE2PYl1+o z@2+59gE0`>nQ9=&h5dYu5ADgl^&OwVS>G=gd%y@*e&~~%n(Wz53}+JrX@118gHuP! zEuTre1VpC>88(MxA>2p<&#^~%!%bJu^-Rk~1Al1`!Q7T0cvUuQ&r90}KqxANI(ch5 zFfx--mpGG+*lKA&rA+M&od{CoGi8Ip&H97dafaid4KbkVsr~2Q2W^_yKj(MvA$0MK zrTrWejFnFt<-fa9-T8u*^?ojk0?mv4%z!a{zCRq+fdNH9zs3*Ah{lALbMm5IFoBzv zjN)q)knHG`-(M00XWnL2zp5+7%KwpkdsgXgFDPbCyv^4YJO5Fc@%KJ$l<$j-I;A9i zpFl;3jZdmC_VZEuEiY^qpu>axrcbFIdAES8=LugfvNeE!XXBa$i)je!yGgyYgQwur ze7#!Q+fl&bv&636m>{@=HJ1L~%8FdnsLD;>stxShc7uvMF$+<0tf1t4rx$dkX-oTX zHwY~21gpLz7zIQuvQfmDtyuZ9Q7h@2r6ab}7DDO>ZAbIn*y|ml)+$i=_%m3pxb1DG z_zA22TM>sdESaXjv6+{NUqq)6iwovW$yS9xjFo?0V3QBxCV80}d#xwjqeao$8J-B- zMNSAXc>BY_;QjnEh+@#xxj%wU?FE?n{`4*V&P0UJsrizRULMfqiqzP^qhMgguA;bqPPELsVg6#VU<0;eq`f=VcORUB8q)jkj+o7`4b7g$ae%F}a zwK6_$)E-Rzhzs=qAMpct^ge5F7mo3GqyG1Qd;Y=ne^@0raQLDq+xFVy;qwBFIp|HVfPJW4-6oqpl70_uF{u8V-t_8FAFHv2xcTbx1p z`+90Q{A(BLxxb^DuiEwRp#1IPzIRB?8RhTPeOX?_-1^_A4USN-&d_`YtR8|FZ0(1z z`kNbTR;#%<33So99mCkh0lX7;hCZHo3DWwC_4&WvM=0?85NW+&&!t;|L zFY~N=v>^8LH5cmfD?FseKu%^e+rC5Cu+lKrXOlWYIbk zF}ZWt_)Lg5eAc#2w>c{Wkefa79I_t;+n?<*zsb~w6(8LEqe?l5x4xemEr8Ntmt4O; z!+!pHqyAbM!j$HFhzMGQ*a(RpV+E2I48$T|)`KvI$l|x|X^1ChI_l>uyr2ZBxbog- zSAYQLopwu^V3?tJzomN&dp&IScItTYIdAANUYyI~7mT$YMtT1CK5aA}<>X}2A4&NH z+K=oW?bF6yZ)ORPxA6ipD7Y|Y5i_;}`~YST@uq9RxkpR<*IbejVm%|O5))ofe%``d zS^6r_308l!NjVt4-K)^73`&6IP>%#TR~twzcp;a%oQXJ8_6mQ8qc=QT=y%-0D;UgB zBD6=hu6&=pw6jx_yYG+rqfRECpLBT$??}j=Adtph&yBQXk7`U$fU|EI7WLz?*Ng7> zFQYZLQbDe;;aw!EfwZ2=eFO5l4tm0ou={ z8dmzlf84&pH06|TSPHe1r|A^-h9JkmHTFjs$llw0{s>y7!uu%bvEvuF@6|(vVL~{; zlH9SR#sUo0pUFEr)`5rL#2DQ7rXYYo`isV$UN9*BN~{#|70`E7+v7q*5S&jm3@@O3 z0A!t*g~y26Kru@S#ew`xMAX#y@ISlXUdyY$d);V!+55mlmLqu@V}3=|KC9RFU{DKn z{$cUrvk|XT0}?-WM_21GCu%;;vll&mS?fHqA0%{8Hl{ppN8$%-J*mdT{ZUP7Jkq*w4h_`!(sSDL(B`q)X-dmDz2WqcP2 zFCqQid(B!aaW~3ewI5rR@uyMvPLUftDzs+z15w@^HHAHOC z%$BkC9swO#_D$(Xv6%zrDmDDiw&Mflno|0$*I8glbE7Y_g9v!tI7h44_z+MvU2*Mg z3`VdmPp6gY#KJ*?*U6b(xnR0q`1tguBv|xlQ0(&g77$3R%@UwE3@q-NsV8}qA-WO7 zQh~RlVf1nnjg@sGU>zPfQFNOeW{6+<;THexkHq`4RJ=Sm)JPC*Oyh=( z8z%1mFPZpgDBE?}Q!wGP)F9-2x0(lQ=QLAL+=a()*9#_SL~VQC?=3grygOj{rk52e zx1YYAG(-z}ZcVBkU- z6oe4?*m>V(Pb}1v+_u{*ITuJqaQe*+C&F@9Qs-Z>^Ly6jA-Z^8M;Zn6`CNfEHS-g2l!v!GRF_F zLTAH-78f>p@EOwkf84eR#IB8d%qSCqdmt%b!j%O+mpm$TT2BNBd#2R!X_SJg8{<=Y z>LG}2BN^GoVX^R;oj)VBeI7XUz4lr_cOqm;>J23+YXJnhlxd_vBY;MH{598yN`!vO ziJ2oV(J*DN0`cB6iQuIA)|EHh$lx*_hsyWKN zI5Q!7Oa!>PN1vw~DFKg!t_NN<4nlB?sxp1q6bq-$8pSbK<^r>3#`Q27kNId>&y`Xl1Lx7Yh$a@4H;vp9{vQPR??@NQB;G zo-fZIZvj1B<8LMhhrkIpTfXu3QUrUVc8BGKXgF#+ zZ{J0U8566mS@6Pyws%0P4P1;lY;19FD~v9^4|+Ry0w&>SGm%}a@J{OOb|YbWKq|`- zoLv49_&vPfG#fIB$d|kB$6i7Q$wMbi=@PlX<;K0x&EW}9Rcw2uxo`zRexsnvm^2#B z1a>~XYE%ra7v>%9+gzh81~*reE;MAcR6-m&Ve8gicBn9 z^KNy6|84URX8-$dZ{L;q5E7NmOvril1vs%#OS%myS7i%H6r5gr4;T-RipIo~kckn62JEVxjtH;w(5LvF&e2ie_fuy&xd;MZtO$t`BMd`_lJz0GQRB+zly{!n29t- zR-o2@nEkCbGoMJ759P1vrGj+rBdkdK@zPQomYcIkf21?)t6Dyz{0$OHA?`a`g4FZ) zs71fzMSYK)hxffpK?n6*#}F^WqUrYmBz|WAUb(<2l)v7_`0j6hp!_wDzuiL7$O<35 zdc!VAybCaK^Im`C&H-U#uvCL5BcN-Z+jB&65lDxaTMzpZfv-cvXH(PIp;zU;8xnEi zfHXKResog>c&XP`s>K(I=x58kM>TQ{QXH~;NiQxK zHz?nOjy=ciO(mZqToBWt;xn=E+U}>7*#;@VxW5*Z+EYQs3;rk5bT)x&DJ2$uLw%a@HkGRB&f4{an2KFn+bS-Ym2d6wMG@?|J;2r4!!&vhU@ThHq z)h2HMxK2X1d$h#}szweHs-9^0_}Iz1dHH0Z?4c`q>GBr%Izj8<_%&)|oH2P{Prjp0 zL6%LL4LxMCGF62gV3P7BO;c57n8X+*@aPT?@K5>D781+`+m@I*Yr^S3y^3|KQ1BdZ z)SlMnQN;&}!joQ%MJ$lh&4SCqPXv5X5$cUBc?2HEjDMgzavouRHR|Jmv{*=J9j)E2 zlLz`Oby-d#lHhWtKK~(#R^WHN){4k<7-WA}9eDY$3{k<-(fny38h({uwCZh61hG3} z@Lvv)Lso`OVdY|fKHg%EM{4u2Ng^D~Fz3Y}u}3)%2vbQYB-_slLs-vu9H*rNUmIeg z_wM})o-mBn?G9Q%>^}OIHprM69;{W9e|>)sINy8FY~p?iNNU*Cca<~hA;rkXqAI_qXb!8Zgv8!I}JztK{ZS*{ylf2SC)kDL< zi7VfSe2qvAD8`WCb zzvKgp2b!@bT|E&#{aw_TwqJwavdbP{^C$*f7wma0Lhisl+xf>*WxBwu7ul;lIfI~t zkl>2da0z116yexghgjHm=G|?BkyJ1>ROwx;NDTc{h0H@0=KgrTbQNB*+_5JKn#n9N z7Q1V~{%xxIE*(s;Ug_!$#ZTPe=&R9$+HqD0SSIZFMrpz2GK~Z}*J-fBM84T((-%Zr z*+OZyHZu(VRHX5^Kp4!#e_8Z=UIM7T+|9HR2tueNk(6|k$HGpVgAq1Ya{=X0oP%3U zBFvAyCELu`0`jW%z2cxA1{qD``#vm|B9vxRjaYS~Aw{L6dJ#(^cww0%lVm^+w|KZe zDPH>X^|%JP_2a(px$qdCs^fLaf7S#4ukE)n$Cm<*#UO55)O=Z$70yJT$bp<+sb{PA zFlH?v$7zOL^Ce3!QS&ce^I2^Zw=$%DOU;3rnq<^-+m=n&T}KA*AnQ|QESz2xLA~$v zh5zkLzCG%_8^db~3h8v~Kfm+N@oiwZqJY}Me4Wu#Xrmlj6>RsJTvdUU4Z(X2ab^l*~AMdf5R3jiaKjh>xT-v=li4J zW~4plycKil%aLc7gy13W6spK%X%NO58JO553gRwkxUlJMr@%emB*pq|7?7$HRP| z^gt;r5~wwf+dKsvuC`_-KL9>WML z0zKwwnMsjxSo7OuH`CJ}jQQ}5_*{^cm;1WyTEqWuU)B3KG+$Dkht3ytU(fwm`yLH- zUK8}$$X&xg2&z7yQ9OE58u&gb(Kzv36h1)w*dM2~6MWm-JV41P0DIo4XKf2p1UIz! z4!iFZf%H7ZQer0B;Lb?dS&I54FcVR2;(4GQ;pk+M`*b)L-b|TP4>?u`Vk?ilt&7IJsue_sfOpqQY`|RTA#kVC&v$jD9wfL74C)xC+AuwxKzMi zxuoT%d-uXER!QZDb+kc=g1}t%yG6k0z(8Ip*^Zzfb8}YSln1*H?W3&{s|StO{Yg_6 zOJVDbp#iJi6vz;N%PQdi8CYFQ2p=7)K`4b7_|kRcz+G2MrFkB%oC~V*g&Ha`L7s~) z6%CB!;AFu}47o)vWFA$@Jzwwg$N6w$T+4{mOb9+DIm5IlFAeq{W9 z@)NS)C6AwKQIseob$eT7rLha7%nfKjBYp@nqcj6=LqL4_!HLXXVK|&|Ky31~7ND3V z?ND!A0!b&|WxgqHM|?ifbUyJ-E|gOjsGf|g1GI;UKeKd|!VLTEH+fgSM_IF1A|_2UzObS5cnM@H~qek5xy^`Pu|H%0(OmR-prrOgPX2} zHjgm;dHYIpei)v=#|=xa#((jh6$BBjqjOxaX`jt>Ntg}KaQ0l(|F`ri6 z58Lq&I;+KbPPcvm%2rGtdi>vmfj-;ULRp1~6Za{&T}rZ`%cl1qtM)ws*~Q#kW-RoO zkZYjwwhaaF;yI?=t6mOEocB5ubfC`J|L(YS;3D2_fhr*w&^h&Fcv>0=e?BMANGt}2 zC?3rgtej7kP}ypXbqK&6{<^1hER?`K%7KFCej@PGw}&587PLXdKGx5)*!SO z=8la}=R!q738f3?9)fG%mFX(^nc@D9iU{FHWWZoV>uC7VA}A3aS8wcd`j7kHfBO9M z@6I>>?d_9dzc8|CZWogG`q_Q;`a4CDGCrq=vep|Oq#Qwfzb}JmCsLL^Q2p$U@gj1b z&(a)pJ)@n2)Ss_)cLDC+yK_S3S?7bEW@^$78C&ZkZcNI4O&LFLnt z45VCiBj|Z{<8GwP&h4{_*Ae9}TXgY$FIH50vyb_F-1&Y#Xks+P-W z2SN5*z1bx2K1*k$R1Y5G!R*)cMw3t!cK`tRj#`p67;G zxg0QTxNgWMEDmcI=~#QYghAS+B>yg=J#hSh8%s^L8qnVEOXYn>3_d=!6<;OlC{R?3 zu_WGt2eaK>E)$pZB985gUv3%5hi?H#$5Qqy5I>RikQBcXDz&xb=XQPpTCBIOlOO&H znr!GLe80Xx_*+!qzm3m>+V&}TnujaEQ|Hp{Z@E}uPkCC;xg=_E;WgsSjt4@pYn#OI zkL^<6V*r1B@t7D?ZOgNH&Mpj&5^YW?CFh5`*!P?$l$QhY3hW=%y9HorV1V!TSbb2% zY7}5Ly$G_FE9UYiS`mKIE#VIqa$$3m-&mhyBew}wHUgPENNImD-2Zqz zIAu`Mn5tL?k6cqFY4Du_*L03fRezfXBuU=KGP0@>)%s;NRy4Vg1Toa*u(ICSEF_=B z@|+QpHY8@>_ap_E6t*O%^X5Z~b0k;v;{JTTv{5=)beeKEl=2?>%y>}>xZNlvJG`=l zgVA5{f=h@fgkhnl$)8po^ z;5?N?mfrC%U~H>g{(@#B!ry%>e)8vBI9YO6Kny$v%HQ1FlE+z~rS;@YQ^6K+B3X!v zus<0#->cYBosW8N;_v3?8@Zr?YZ^k(x+=6=;HWf678X8Aks}Ia`18Ms@7oEy<>r#^ z=I(-HLX60M73jJ=-b5s<1@=H zeaShy&w@HP7H65e5@>8c^}*(Vqxi1MmJ(>pp-zo zQZ;<{@P3|4cr(b#JM8sAM*>!ReGJ@T$dBY<&F?(=Efikgw^RwE-TOAgW7=cN$7cJQ=i5)fo1YqDJHFLn`G<+Wz}>y4fOF;Cf4bpa zoh|A)s5M+`XN=?<2^Eutsd z6L3&0zy8rF4M^FbZXvYY3JApXOKKalz=7N=$Df4FAeyYQRjq|;;Lw5WuSqKXKy#cz zEmg7w9$E4>vHm~=5AICUzGX%X1sZ|r1BPzI(il4zU8j7-b!FIPLqJB+t_i$d?Bm5f26 z380a#n;dL90;w2xmWMsI26*?a?01W?!b3L~Z@uQ7LpTKQ9iuj_fmbSS?yZ{W2X@kt zRqVzsu!0$0PAMUVndzZ-Qyhq4fU;Av4o5d)!pZJTp;a|}5Jf=#oc=Z7pm~p{azg^D zh>iO1FWw2-_*qVw7-zw)=X4o}_)+gQuEiJg%D1Fq^x8BU7LrMQ8=RGbhuA_J^a)g8 z%0XYLxmHa;Dag26b6OG7MDB6c)|CO!Tx|O zqZ7fzaC^dJalc(RV$_v-*SYyB7=6UThl05oJZ}J>HCBFUF{f|4*p?@J;7{}2Hot@; zgY_!B+Do0J&?*7->YJA2%vB)#u3=O+pao2|4!pU~upc%am72ht0N@JeG6Bzk5~Mht z)*E1N2H4dIjf?n?zz2`jI=lI;L0OZ96=ewvB)l%Kai?S!v2~s&F=|&0jNYT2O6AuN z&bOH?@G7*x3Gc^7rw$RrJqPVm!&kmfvU=Xk*5ciTIOhBnKai&yCWtDjab0T$;O@gT zt2^TG!5*S3WyE|yD3iTf`awE;P2!e%<|_94KbZV+Y~wm_uqOs4I1+GlY?g&L9yMyH z4l2X(!Z3+z(Ta^V;_Yo(7vn9g>TZkHAP@ zV-IE-58!*DwOZ7d8Ez&D$&0L-M|@-}ap0w?f-LqNx{N1AK%-d%Rf20X)M1~S)`_5i zLM?PDDmg^ZKEraFVrl>(lT0w}HT?{x=ko^ld}{-v!x`7p=p^AS_cQfNM&iKxJ7;X! zQY`##Aa(a`fZT@TkN0--FJ(QKAe+IbqSR1ccsARzY}8T(TJ(k8y%C@VT9h^CbdD)O zaRcT0;~KJ{;_%bfQ_@N>jBD4UP$^R|KV_?wGOPhBFXsAqrdR=%hKPd=;jGZ)g=>Mv z`&q>HgvE)DJ2fy#siKCvtslJkG)!N5y#>0(%rEKQB!->T!AcwnBv8*cOtDbD7h%!R z5G)^A4S8GrG-U>xfuwq2@@$|4Y$W3ENxIJu)OK+_WKh2cHwk6?Cg0w8Ja(8!;8OO# z0Y5r!3-!9A0{_$JpFiz?nDfnld;6vml@|Omm63VkR|dkuv+s9hBN-sPzfS#g|oI6RMDUx^Bf3$%ba6T)^;!Wauw%rva?@$^0HoS!L_aPlu zCEh;N_i^6Fs-2V8)yVoOX!|Zb@_vn!-M7RaH?Twb%iu0?^p!QLeN1*%65i)g=U1GE zT@JQ^1CXHS>d?*2`e6L@7oV#)l;LbCZGlm=JdkOn_6{&mhKm_b;x!2@L1CZ7L}imE zyizPY;t3tVJpoSF5BS^RQLZN{Nl{CP2U;Dy%bj&llR4I!&}SIjPqkr?ac+ZIq5coA z%Td7eg0q)BFOoq5g>Nh-iTw!f!-iH>w`*aq%+p)@g1&#sRG6G<@iGY*6FGkyR^W99cp1T z9ORHtFQ?#c4KY+P_(skr@D6b(;-j1oT{YB**w*eG)B^GyKVQ4jAOZ7}$7?qm?EwnS zV*wtn=}?qIS2R;_ii&CuUxpAbAb0@Vv92x+wv34=zqeeCPk;^*|8U7LEn0t8ip%nmKRCK1k&= zA<4q70uz+3QGVT~1;USw9L{!Agh~$Tw(e)7!8;*t#sYIiI2T2u(K%xbMiI^ODWn?k z)R5VnzmygDLd?JUMF0ydW+`K2emR5Sw!X5@-o6IPQft}PHTHw-Wg@dNn-(Zhy5q!- zXkw`ABiShXmKes5>()Mf--D>X;HuEP@_ThV-sxFB?r8>gp1XzvdL^Li#cyE$i=E(D zNwuyRQxazz0g{X_sD7wz{k(|STfcne*yGxj-(#s!xPlk~Dy2Ggp(d?RuZ8;mQZ5C8;xg`mE^tnp%cBnwfyL#^l$2CDT_2wwA?~1UHZRy^DD>A^8 zHk&ztRtef)8m_vzYyz(9iAF|RYrv=v6WZzQRv?}C)@jCgX2=up*{g2hD`I=C^QJ2D zmHfQ5@XqT;DL)#yN9!()lJ{|T1wS!6g47QOx`k&A zqMmPYjQMf^5m1NJJ1?4hkLtD|Wi`PhTWHN{u{e<7I-v9b7iU~qQ>dEXu__$g5!QY6v?7_kT#=|8f99chTi z%lUy|v}lG+>AV=6tCQh8?7amvb(`Kh8PNyHO(ssz^v(kEYg=s7bjKjIDinJ}&ITKf zZ|<**=76?)++%OFenl8^8U;pO?S;9+gNIHijDky7^FQt%It*o`g{=vw29;_d|!}#v<`t3qC@PGFMS)G4oZAAQ4{8xnD8!vy=}jY?Abb>-sg|P$igpe3)(LAtSG)Iv-#y&{JTCoBe$*1a+L3vQnIZ@*YNjXO zU3p$>GlA%4`EY7*dBkxx=vg0p$vvHM<;EOv{~o`0v-cPj*j&SsG|C2Piv1s}%W^=8 z<+vF}&#wsm%inz874||wzv5u~!BN0%Vc4*LzdAfJ5S;TSLvH20T9SgZ?2jwwpS`~z zg^2v)db#c+TT(B2D0bKIOQ%69hg3%YIfWt6` zJCCwi0|Hmep;Jso<&`z@1aI$r`Sa&9-iaK$RC&n)5`>KIS3tM{eO7a&xf3hD|L@V` ztSO=o3ZWCbq=FW_uV|um*w_O+w)J3V)w6~Z3{gvwEAJ;?WS^M3sU`+(^xU^Bs%-(U zvd>&0((Z$e`|cS|w$6f7PQh$y<}rAW%sS-#dsb+hGI*=-1_vC;=CUf+ok3J93_m$* z+zX{^b9`FmM#1#y?=|$%hoPj)g*${35IFL*bo0J^T-nB#^zMFI)F1N~P{2#({lE}b zme?HMRNw}jzMhs;NIL;9M-&pBl{Ww~ryTZZoluAQ1?jbhvF^ZL-!`x^+z1kZi1CaM z!9Z^6j0I(iC}iWYq!pi_2bX39huM{SV1lm&yV)T;SS+}0?@iiK=ygJtM01V{+6jAb zN9uDx5z4BkcceCfhkOyWoP6DozR^d3A@?J2TrMj75p@9S5-Zhhxu*d1l5TFl_cEuF zeS||J@h0kb$Nui9RLs7UVz<2oEPL#ECN$d>lyDw;cF)oT4iwe3da-#h zRUeoGckzl(Tc(def`E>}xo|d^y_V3;kpM@czT+pMQJ4`7dvug(ewH$Tdgu zzC(ll6$~^&$`22_UDDD*op<;tTSZ0BSs?W{+fq#4DWaZlnbq#3?mf_h)GJH7-F<#^ z6e;&y9b+z?Wk<@bLUQ``54w@EyM{F*bKgOv%o*8ape$Eixz^vLBNcB%G@$$q{_a~B zQ*VsKt0&QYX35h;%B?5T4+cXkq`2}ZptYO@yrVV<9j8|N5IeMuLhvzG(jN}zk!)WQKx=Tk!Pw=W=Qmt{I?j`qTr z@i%VC&5Qw-Yi~3ANDjkzs<<@KAUQA})L_b!{HStk=6KKv!ShHS*7)D(x}}^>?T4`i z+&?^*nD}gEJsh@UdzYaJJS`$k<>RLZ_NI_|sGZP)jxWAGmF)5Wemm;@rM_B0PiI-* z{j@Q0LOQZIa-FZ=QI@F+<0krnY%RfinUnij5j$pKHBh)@@! zipr7;S`|BA|M_?uVwfyUGiVOOR6Rq?wOxTUDaE}R8WX6t+c`w>nJ$nN6`1Fy*Mb~8 z7N=X{JVD~KXSWpPtYA3Vt1yGxf#9yJ)|hRf7?ixD^f0n-Wxb)- z4&ZM$3XV8E1}CLUs>SZHt(@}(d_1(W-WM08zb-xV6)~qra_(eNFQgZl9s>EJKvh77 zFNsh6|FHMoK~*lnz9<Lw(*f1z{|l5$-EGhVvYI7 zF@{i|VdxyZTMf}`eG#$ademfcOHzbP{h!CHjz{yl$A35hr$WJF8v#FbkQEc3NNNw} z0`m@hwPwhXr1!=pZ2R>~NHxFn2tu)Is_I5ju29?7M9O*gEOK+a>GVzj8xM?SGzgK= zpy?0~#nS>GfV3*d#qZ=2N^XK1EhG~__HyZ}e>y7+Kj*mUx03@6&C#{$NB|IQvs z$st&7`Bwb&!zg+^{HpA{t3C{ytSc(I1F~@xI~f+&(9|qEI@ z(#p2J1n=J)smdK2XYFxz*twNjN4$CKY+-{Y}y@;rT*TGRB)4?KPl&6=5p zm)Dqv@s4>6UfvV+XSuJH8RN>E7%1}93xz7%`!@6L##{9W|tSXUsmzo8Ub6pgm5HM!$I1;g^ZQ`FMQ6qNk6VmI3s2KHY& zE$k`24_%ZmDSl@?140hO+)v8M;M&tF^~-fDz+_1p%xNG3?YR-xQb$DL`CUS5mKGvp zke@X`-8=;{SN+t3)0R+2pk(FSENk$~sh(-Rr@w7}cYh$tt?^|z6p3_qWPL2a_&}klo4azUGdf^w zDr8{i3W3q5-#S`FBb_NjQr<_{`%r&!Ik)MhAU4g0ovT9__-1q4f^?M$&61P!U)w(e zk6*p4dSpfhg{`BKl5s2W;+5!*jSs>g7I8pgxI`4J`g!+qh7zH3{i9<6aZ_ObVQOO6 zfhD9XRiRFD!Ww=MK=)fOedMucnv7jE0Hi%-0?sm@K`T~E51#S*KvhQmNP?gX`d;&d zDaqCaG=xm$rG29icg$<8PTmlhuFAWsF_eP50to8vIv}8X8KU=1iWzAYct^}$o`F=o zbyKgCc=ct( z8Fp7StHT=le1F>PDl*tspZ~O9)Lcu*5qRwn+*}zHH<%*Pe)jL5so8vhuW;VSEZP~# zHJF`mN3I~3EO~)TA{v$5Jx5rl8yfz3V1r7@&CgvzEG?300oOoGqK5 zhLR$7X&**1$m?4_vEOM0xao`UWTgm$jlgXQwTq(g-Q47HjU^H4k4bo(WIF{bA#&0s z>x;-EIF+$k&Ki!tthiAzq4&r7?K;>YcEUaYW``(?wCv8H*Sp^*x4ZcO#nmgeBUfCI zvaCarU#BZP)1H~9h>bz6dRhkNy}`h?+Dm!XH5Ij=h*M6xi~-~N`&^$&nb5IH_H|pf z8Bln|yXcUQ-6yn<;k;Z%XJn>UdD8j;% zb72X&wdu->TU&!g$plkq-k*PDG zl9KpgM(q2wR}EQAdJ@qWF5{(!fGPuYnLqPXX@-6nd6r|TU#dskDf#GQ;#p$yL?UbufVRl{ke4hy1+L6U0S}g`7RifN?Ly3{+d4Xmdo@o%j7Lu1w zw2TN`RPNeS*uYIb*Cvspe?I>H?f&QAuHP3l7^}tRkBcv8@9x@#dEkY^j9SJtHHYx= zkl`^B^6P*{LK;$Uw`rKbLcl=9OgYNo&Mkl zJ{}4^ZCcq>Y>A`)?hpJ(R^FEu;pIK|y4~c<8*dzcrlMAY#yEam7#cjY*A4OVvMw++ zXYpfj{Pt2VhlEt7aadB2%U-2@8HeeWU9VNV5W(SmvP-RIPw?^P$lY-*9a_A+A^~ZO zok~G)Vg4d>id{7NF_Qc4`7uA>A<&l}dg6f+XP$^?_PGPYHOCb(p7SUr$=$FnG88U8 z?%$2MlY!p+c)JzUq5}2#(S=@4`%$|}wdq#*92Aac8`QW_Ktfq~(@(K=;0_s<+=)GR zWqITz$-`m^@Z)1Sucu0m_Kp#$Qf1CUZ$a@lBFs8s&hs9)`rZz{pwSwGIAfF<&z~JS z<`4N4-BrtCXHkf7vC;lp*myDBFq)d(9Vr~V(e*mi9iH@uyeH7Rh`t(KAb#%<3{&a^ z^oHeWsPf?4HweJMPKBVwf{q@4*87Pf?>bYP*4)40VX9ltM)_3B4 z%-21laFuJ7jZ{$#j(AJFP!cCbc0wLmA-vNtO;z)fLvk63?|%L6=DIcLI*A=}PWp3u zTXbo$zq;EWSV|R-I$`7eJx5Qh76tl1DXo8|9KQ<^Aq~2ttL6$h&&!-m;-b+v+m3{D zUBN)z2QYlW|i1z8*1h@*g|!`O6dx5m2f!V*SZH+mjE@t=3?Z_Ga;+;-Bj$ z@#KkiI%^O_kAImaF^@%-rjFt;;0vSYe$qYIeH;<2?bg(Ia12hnoqn}ypNeLq=$aoy zhr!~7^V8YUxyZhw3Xxny$Uox~#e)-7+VB_zq*RP}Wf1($=WQ(cXZGo(K*uEp&_>bec z#>L6ztFQdwr23}*GiB`eLMpXT6N?W_NS3pO-F8NIm|k;Ds=LA@`*+QY{?X|3Dn-29 z-C%fsT=6KSdJ3u_w5Kum!@#Mf52x}kGa(@^LPMRUX<#ae{AguB1_rLZSCz5xY8jbC z?4#Ghu)=XquZ~F+c$O*BzRpQB(X>eE`niJu*C@qvqp_!zX7HUsxyN=V#P9*hwkQh2ZGSYV&?7V)%XN z5Bn+ZSI5uc=r6w9xo^2|9fwPbJ_uY8lEC4PwZ2QF>oYhUNa=b+Xx$cvf4BdFo5nTS zK6rVTy`G4Wk>KTx;PwhX#fzVxd9=n|%H)Tam!wb2D*r9QmH$wAdUry|EDlq<9ui); zv5LbH>si+V*Tr!7r&8|h^9T6&;l6a(KBxWo^{(ILebn~k)J_jyxWuYRDcu->B;A`u zoRYm^w}0`^@K$F;Ldsxz7W>}v?!@mezJ7^AJx!K$F;xCw&k|Hae?K0{y7o+`9903K z%x9t$Q_Lvzs`H5b;yARl1s~gaiwKq}l)W8N7vMAL&O0J!`GGn1fyTXELeRlSey>Pm z3!~N)6W&-k26YjLY&Lry6&R_>*50*($ZRFLu9!dn-uYeMe~Py{>sb~SiO=>K(k{;1hD&m=)JbGVjdUMc31-vtByiQ>6rN(F*4d8xtD~n&ybhuVecYD33_uERiBQ*t`VjC z?2JDUMq(n(o5>nZyddyRuK9ES5U?hBlC~}zOkbgjGfV& zzFy&Po35Zfvm}#j5{C#{QJd{&Kj{8+CS*=A9yt}qxXFmC0HrF`x|At1I$71yCw6rl zH2uBqwu%tJUXh$+E4>AnsLR}yG|C6+{suAUp9sQ5z2Pw1cx?R#W;Q)JItJ;--FwSe z=TQP%(l>cqE4U~$nL5>}yRElTN))z*Cxl}gvBGH@|`xsG{H$)tM*mO(Y z1=Z$%8GrWD6)L!IJ-+%W4yk2+NqrUV51+>m&&9f2KyNmVD~2ekz>uBNg8Vo$;=8GG zcLdwN>fO==Y;O=j;dJk9R<{LE;iT~P4&;ZCb)kjO5kV0BWF&EwXA4soctC$oc+R^{~KMRHg!MW+Pgsum9aZF^*N-=LRERx%pauuZ*w;&CLj~nHr1zXDzN8@#D(5I7F5%& ztuU!M0hFzNriz5b@RGofeKgx^mSBN0xvvk@%h`i?d5u0krplV+#mP5~5wMK;iI?{p*Jo~-8T@>W zWcp>A!bAS>&RFKu)v_og!I8_&y5I{H?`EfRqdd?xx}(GzuROpqU9kMDb|QLSrMjn5 zJP;nWK*!{jWHf79kQHyK3Io=c{Yc((px}haGzIT(aBuYd)T1~u;C$mHax`xVNZLJx zF1d=p48n-IEQ-KG8VsGdJTYpaS8R7Cn*<;3&xV^`OX%&f(AB9STevv*RDSk_5z-?g z;XH-4pA~)g$BA39>w6=4{GYjfL4w^fqG!qz2^U2S1I;qj==ztLgn)vi%4>uGkR3j3PPvon~s0^^Y8r> zwE_S3EMLe{b2JT+ibNM>MI1}Uy+O1rI2uO=!bAfGMjd%?*naN^ORGgSf$GSn{qY@s&+esyt*`$ULg*XRj0Dy+Q?tRxQ@ z;1+<($J?yk4TYd@J~P0vcMC(p%znckYj0^26R8MTe;}V5>Ebg~)^I@iMzN^spWEBM zC-g})$-W@WH$n{iB9U^2eIZeVH>3wsXYS#0K>_a!H=DZLfN*#J=tIl%sO@UI^yXbZ z$kwuTFY$>-TjtEHUSTS5KTS}3-!T^Su)9%uX72>(>>@ONw2K%_J>IA;RW88UGOP3w z0s*izt<`$MB?RxJ#$G+Xv4tVrArU6kI|hf95)+&@=8*vN;cD7EE9l5C>9Q^P^LW3- zG07le(;qrs<*E2d#UlY;$!xrx|&rQ7q4yuFo?hN>1S1jCL8 zKwq8@{rBb+v~}Rahx5j&aP{fi#*I*JbRuj1-EhPtu-?ABE2Wzpn(jO(lYYMl6|CR& zSgFOp#!22Jmt6#ItL`-3=R$&XT^tfSu=}aAZKwk7crPPXk9~Z->9#<`89=D*Zu-aZ z+-ZfBsV_#pAh;`SN4-@9@-}d_r~+>gQ+FBajCDpkQ^590h~ z8ZG}Z8ZrF(Ml_L8`pxtB^_!743N9Hw{CddF6%$3dkO^FVJL84`DaF5@uThYr{%X{K zm+uTyuXPj;ejof@9~JAOH~9IQ{f4p}gh%o6QY;=*OF4j-SIO6lIB)^~`{5@XzY1tA z;^Y|-sSNKI!q3-SRvEdz?26xydn59uhQeuU9RKg%dyYOG)%!ZEz-9c!r?(5Ph>VKl z9PxQ`i1k|`zh!8MtV{MA>`~Bx;OunUv0_h@5t=l(nB)rkP48TPt{je5B5CVV>4d?1 zUedullN1eJD=`UxZiu=dK4e-mf%@bI1;$HdwoYZ@<{5w zeriJq?prp?G6a(%t>$XZ@9f7nxOmfQkrF>0qCqlsM?2C5y2rTvbhGpAqG8rHai)mQm|r8z4b?YNtID+Mw|KI|<>02RaeJmwmw06&mG&e;mGX8adfB zN14|P!I(wE^{+cfk*H#T^e5tOxEgjjsG58NtzDYydAIf+Zu&%C)6t{`dZ3wajA4Mg zGnWgg2PQGo*@flx)Lrm1cLdRX=tm}>ew373YC`c~U6!BbpZEVHvX#$g9$LXQ@$P2< zTJC7g^?UbFv^fM5yb3DgIE;2#xRX*>=|JbQh>@;|H!`v+EqGVq3gYtt!qq|%NKx_r zExK_bNPW!5@GyiF)gw(zNiXE znVHEJ#9xJBZNcq^`*AXqIk;}^bgCOPLL;4&Whaq=&yJ%23e-?3kr64yo76TV6v$JKZyO5vr zuuJ*R9_;y^p^F>rv&giVSB?(z5hgU2UUG)e!J6ZhBhN*cKrCxGtbJ$>W7;2Md49Yb z9Orw8nLd3$GhawT3F38Nyy(t#_CtW8@;{vPZnTEs)wW0EBgYU|@iiWTd2^Vt;mc=%}}VWYXfKVgGLtQjYN6}`_{Q#LDZ;V)iF8}-LRoq)9V$1jIexp+HNv=~9?ti-@Q|2Yh)IqE-hxC@v^ zqEu##hER`Z>AY0D1`MdFr7U*J|FOMwXf^zNiq;xpzjr!>M7W_QU9l1GR&&r!J=vA>5KGyH2_$56sBQXs|J+Xrb4jLie#=<&&yM$KNrKxnHVRVYk`9HV(H zGEa8HO@q$O7Pm^oFbVsNN{Pz!RK=Vlsi{kgq0y}MdI|HTT1(pMA`zq+D;`UX?CcyoAn>d?r1 zlp(UcIB3>3)gd?@szWk4}!tkB3xc>(y85+EM za>M6HH{7)}&Zd-~M7e4wNUQ<|!Of1Jmcy6^bavBQ2A*VukdHQ}ZaPh4G6`YhiftF{ za`-O&lj0p3HoIQ@_PQqae%!0-4>_UV2 zEh(>}dZ4A4kmpP79LhY<)ZTRV1ElfZ>9JE}fNGw@M<>Y`fhek)YQl34Gu1^}EELoY zTq(8JWeYx`G~vr+*%MlD!Rx&C_!s!&{&}a6?uy-QE6|MSJ6F}|iq;oHa*O25;Zozz zcbBFO5XVe3-}`+!utuxHzE{cxvve}`1O;) ziX!g4SM+i8?*bZ+Xgu)qA#sY-GU2QE`Ip$r;2z^UJvjb!VoIgeFZlCAIldo4{WbRD z=uzUGVcGZsi>-CRBKNXUEsNM1*v4860SPHOH-9i$H-C(>mQf7>by8?n z3kISxro2Z+rO}!F2U|vWVBhzl=sIXXuY>B#3s^V{bika#wDsV9M>IEjpqO5a25!6a zAFf9enCs@w;djg`z)-#E(;D+L^g{Lc-uX)nAj-=p)>J%)=*}JrODf(%DYd(ncZ>I8 zSZk9-%SbC=@^xXUO4B{m;62x>C431*a49l0P;;-dpj=UZd~m)KB6&xoHG&tzgBH#p5kz z@xbRp_arLd;FM3yQS5sO8D~$~wRuT`qJU>w00s9y?jKPPZ?kbft%QrTgG>XD0)Xb# z$boEIWvE@EHvjtL5TYoOd(4%MfpMmNQ`Z}$(aeo6lo2cvAZPZ3PS;ciiE~61?kv** z6;`r*_ZCOgTO84>J5CMVcifGtQpPdd%7xTIN)_-(w)>%7&r`&EhIC=4Z39diRqSlR zzJGOCt~giGWeZhOw~{^n`WjW(Ze*)NNdyzbvG8J7Uh zqA@=5!v;vS`n=;kRb9Aqb2PO4o)bD*wtYptt+^9$KE3fN|>feiBbzWFdOozHv?mbls~P z9xyv08@fTy$a6HXpk|{jpfQP&+-p`|URD90Im?(g=boXm8&~wtOE$uTz&tZ@#qWqf zhJ4}6+!o>vV4=~7>cu1koVRm1S^>iZD^+dz_fd*-!>rU>3HT9pv2>>`=Rel(#9XhL z3vmqu9ATsm-w}$vSLxs7e}4Bj|91TZ$M3#)HKT}&Ka`$H64`_*;qd4X72ED`eEg-Q z{H8hZ1U?=~m(Fi(o2J6?AGT)*xIA2j!zKG&D{7k`;Bb?0#36!r`1d13Zo&T*5=YMcIJE=iivt@P}^V#>oUzwM^L~JpT^Kio8TRe7slfc~U@a z9-tsp_Jfy{Hu~5zKpT>;g1x^^&RBx}03yqK7~1_<5>~lqb{t(dM4MaMUYz0vFn7L? zlxD*X-9B)wBwmLW)MXpdVtPs&ecY z@GyOSd%vg#a#lU^0lh--lmA|_+irO@+NvrsXfFoTac?IqE@`40MGmisnG7JtC2rVe z#v7429SJnl+XF)mq~RA==P(43&fR0G6;LhMrZwo&j^w|@m3|CufS3FPTl;F}(Pinm zBkET-kmAFI`n9cY40S<4zR%tY81HsDs9p0A@l0^PIc*>Yj03Ws_xadx_56Fg{}q;G z{_#>`qy~a1?yRP%odmuDy^V|oWrz`r_fBY2L;B?tWSdxf>zh?Zws{W`Oezg1CvV<=eQgp$>`Gj`P+S4hE<;fz zbkDKp!^?VQr5mB(QXGMU&3E*Pn&&R*9s;Nv;?tOa(u*N_;uZMasshM*G#|Ze$G)dn zTN_kgDgh|GxRlxCpW9m&UDe__wi;;h6u!MjHxw#nWgQQmR|4iwW%pjnA3|@YC?4`H zVt}TGH#$^P1}S8^{HXC12coGx`V$t~XnsqBzsN-g1YJ#p_dRe#L45&4cf83l^wj&C8WYr~gA*m^OV zO-oz(r~-J#25$u3zK`~3?TKhh$NH~R)0gP6=a2rXo&M_ofo%7(7*}qC@k`Q3L4S8h z&|3bImZ1Wg_ho0;J@nB|t3)|T?0&9e&ujAej$@GCx2sccu;YiowebdB=wURW#5Yv? zN*6SUwE|gH^A`x=;fD9?OKR^iL0&>#UdJneo^Qm@?d&5YDz!UP>X8JvT%`~vNB=xt zZExzSl~rhfDYAQe)ym=_icFim?Wi(5n+fG)q*p`Q3qovGSs0-Ev_CwdQyMXdj^DWP zP#k7%v(+iJX(Jf}4Z-m`9cb%~tL`@>=fm@tpA9J5zl#68U%&e+9X*(#n8l6v|Hnu#1g?DB(=I2?4&mj^;L?{)-ieo&7;Pq=nybL^2Yi~gS3KK@!;g+|met1+;P7CO zpB9%3o}amQO4ZF$3P=AX=dbifj=a6@bsl&|+Pv4|yAm3VcFX4&;{|tza=CBOY{+rK z?Pe<@1vtNyvkr*_%G;JJ-gG5NsPVqV!A0A z5?R{@^?nqi>+9+X{)@TLN)S{lM7aIF-J|j|y=v^qu$$h7a7-i{(eIbi^~3HvjFxJr zcWGb2{F3wkG!0n+2dX3Ypq)!{>*txXf2sHXX?g!|^U0LgzcV?-175VsGdY<`$V{5@ zd)Px>*cA{%by$fFZ9Lz>qT06$=Ga<}2So9qoTT_XH7!1nJ$5FfcfTU4>}ag=FIq$e z7i5CPT)Hu<(>Hd%x{(Y@n*^`<^NUfay;w>x~r&4^pk z`dwKl{OK5lasxTcNUI6#Oj*Gcz74oVILryD3AvW9vJaqP=c}wDcX+@tW8GIynHAY{ zZn%13c7Zg}WTj>_FPftiqd!_D0JZ1K6v>YPq7mg^TgLjetk}LtzLM9NGp`Prl1?Xs z(ZJnnRsAK1`D}c*+}X%A&I91%_@cBeHda$A4U&^bz6W6A^WB5}HPMoNe_c2U|dnHQMP%Riv4 zW8K#OcfB#UU7z5EJrv(aPTC(pw7rMO^qwxFc&(_JTZ!G6bKOS<_|GLn{z0o_pG}HU za=i38|CC(p`Qq~*c!jptznQ`DAPcO1f@i)kYb0c$wXa*(&fUhIbH5ciY#I9Z{r~U! z`_8y2?H+zUXjy$VVti2~UK@FiHsIS3SdyCOuYTbZ+egvxc6MybK-$d64Bx%eOJ29MI<~e)*OWE$X~%|JI?I5E4A)rS{a& zp%TG%ZA)4v5HLH|I5W(J%9r%JnHaG5?#>2|$=vG05Yn8!c;jXly5mBrH!5c$}M zmoMPPl`Q*5S;Lql9KTp_xOzEH4i5hs7r#=YqTTyrsxRW`J2GGWTDz~tpum?Or`f_47MKpin~ zu}tYUisBllNsPV>Uw64tSJ!NpPfDZ8lfWw(G%LgQyz|7$r`tqL=1vOh1lglPl?#7s zj|c)L)F17u2eFR{LettYxOV%cztW4fJ(zhO=rca8u761xZN^*X?n8XARF=!~(1Lwi zJTQOq3Pp7-A4u+Pj?cut|4ltuIk4y3A}YNzGUE8M8`F5r*H&aD8S3{*&*o&6AmxLR zH3n9fAvM5L$>h^^d%GsAL)~GL3`OUpJI?fGBT)A$fD6TOVAx(nOwFZN=%b)}QK-XsI5L4^pRUkQ?;J#oC4;W9jv;hCX6zg@pZ zw~TTR;bchT416;imyLa&QSz2YAUS+!p;CKA5K}R3nItoQ* zhlb?N^mJgq7f3S#7Vq#VqIIA1!SR-hh%M>_lkQd*=A-bHM&{ULnCg7)G9F)y)N^Rw zTPEg0I*GqYmc#aVm3uKMwX`A$8eV-RFDcGK>1`atxAe$?5-mTOR{8UI^?%}l|JvW% ze;4oE49$yPJb>SSS{QtgzR{Bp*N>%@OP>vF;paEPLZ_})Hsk5_H^c^YM6vfI{>NWT zN6=E5TtK4oMJ=qv3-q1NqgWe8SC*MIov4laW(qnGlXgh2?|_A9$+@>o(vnk2?UbB zldr1WE+U6F$AwQ`iH5#qk7kF0I`lN6dq1=8Bc%4Dt}Q(?8RHNes)n+w8Zyk>Piy3vF2cH$}bE>G!zkSF8QkNgwsFajZ+(!lMh} zO@lY;|Dzwy{YU%Ff$6uPExuQ@Fd8f2dtsd!iQT2?j>Ya*x+f{v@hpP~$(^^3BH<$g zlKDH0qs8nfSW5g9;gdbUZ3`Mvj6BHv8zyW>Xb9O@t$3%E)?+G%UcT8`8VIbr-W)Od zo`}kx=xh3hL<7y3tA?d+9qRo;YRwh?2w4mJ(D4(bV2-kEIpi?;!EHw;0^+x!$lsS* z)$PduO6)ok+}YBGS*JXAvb}%~wvH5&e^Fyc<#tiuo0BME@4|!Iyz85o)8^0Qor=i7 zzF#{{a0drsP~&82$F860&N|R2%W|W`*~fO2`VOIGQZBcXdmmsNhGZ^X-4g_dy?6UB z=O&@rg?G<59iw57)a}%e%XMgWvo@!0x)JTu?ibDbl8D))811yY;|DHI%=^OTUeazwZYp<0rLcTWDdPU7hc03xiWd=`#$!_oeG$mv+LR;AT0M^~Y zgD!?5lUo&)cj*Vv+{@>B9>uMgQ}-x(%p}|3EPwKynUmT7SU)$j_rVW8(ZcsNJ97dW z7R1rJ_QqI{2GGLv)uAZt{c&-myBV($!6j9nBLQU$NaoH$k8v11_FU7!mUM1mWY#_! z^a}gV3gq?6(?U1KMP zE75YLS%DI?9ZYYjGqIz@ntSg8FN~t=MZ=|SbDfwbo#8UNSYJ5IFMWq|IT_s!bbXR( z9s!T}f(;g*Rijv{j+Ms5%gBA?CGFWTZOkc2zlIx%Uhtkl@8wz5P_(y7$>>FCADUbc z7l@8&#+1%+`{aCUhQfx3Fj?C4f22p7~kF+2$Amp#W%7SEN^iOp)(7@GrSAH7~ zVgv~m3DsXop=ya`wSSonF*#|crs&c_{v~z!T6$izPD=FUPVf*apZqE;uJ8auHuLdK zuwoF%U117{l1oC}4;pGrC!=An!0X0rp?m0v_<_QP+DE8rXNgxqPzpw^`&RsiTt9d; zc-)?W=p^d5U?>a1+UFk<6DMo1_W4ik@qcyy^FR9iKikl$xR=Vg_W1bA|J=7qpF#Zo z6UoGbAuf*i`3OQ6C8KCUJiqQl%&qr(2XXP)%%%{|Ckqk_Ya9NiSmOv%dG z0qh~w_d6%K(3)PF=dngQ&>>!opLi~Sh>T4a4D;JKNTNlPq*eaWTmfAJ9Qozzv9Hf}-8lP5B=*U~YAZ;vvH69fQ}kD2zf$q4k= z-%K~v`UBEEJz;+D^C3e9w8MBN=8iT`p!PDiL4d=cv#9whZ zU%I#tb?q}df=)MMOxYJZFQUi5&|MNLEPEN(j=$RT@6t7S*eqS4g{-@~2fsS9ATyu4 zP2c=!AjK=<-X;k#q9#u#QCug5y;*##pQPBa@vWm?)`vZy1Maq(Mm$Kus&-hXatKAA z0{NP}2bfdBmGu=IK|p7*wSGlC2_5n~e|@nd8YW)l&DYc3+ZGQ8DNG7x`1!$%qu~9< zi7>SEyh2BGX#n}v9KJ$H^B7|`nMyM_+6ECR>>`2&x&K%{$*lUNua9Y=K(gg`JPj8&zg6;zC(b1-I^+Q^BUvn>$%+tcd*9(~2D8 zcWBqmFu(m$cQJXo3tLK$10nYS<5IBAMa0tgWbt!NG)(P>{?K?F43{-uL`6<*R6qfcB{AQnP-?YpB z$NGtAaqvqNv%>C|cR2GTB#;scg5MCkZf z&yd;>_IvHy=f}@Jv7tDJYYQelG+;BJ*6{ow7t$>T#$2}{#MQ0jw2%D(hK2l4S%+^R zd_PyYAX|lfkHPfVA+f{JaAEY;Pz_HVy4&kvHr?2SeTSiX(=I#-V?4wY5Z;T8k4_V6 zhMo^aE_PgO&QSx1KEP|z&HR7jfxoja|MqxCOy0L}|1kdiF9jt_de<`6U;M|PYe=lD ze<2wj)4WrtGr;@fu*rJYms=n3{?PJRakzCbj(^KSiek_t7Kc+WOnXu#G~@WW%m=62 zW&LqW?^!g7BHlMm5n#tZ7uE@*}m(^u%%Wo9Q)!C450se-* z!P$L|+vvZ_{qLG~Dy|7&Lbaj1jc`m+^Tsy)>~yuqiu88^SzY17Kq7ji_LWr6a&rUu zd>;w(_FcuaX^NfdaG`)DTd5;7L4RNW1Xb5~``T@QbbMikS0xB-EwKlQ$~(h@_!lPb z7TfFJY0Z9)BftXkj|)EYy|}&p>C>N`ILbl}68Y^dH_BOcOs5~I~dv69mdhd-?wq2ad8GzD2SV?maT}IG#j@NNi>bPPS~It}L+kU|f%6%yu4KLE}~GPv0gJZIkc!`g*&E z#egCmd!GNRWO1Qh5K?DnQjKSH06|ry7ls+z^(zVp7f($$0l9+Npe<8}zb*gw-}^h9 zHTBXzFm@;8+~>|twV_8+jKi0YzuZLaOO?at?A9=3iL%$PW>bK)5A|2}j=#4LRBK$= zjrg`OthF_zJQ0MdxA-qhVc+MKi^S*<+GK5$e=<7YT(q<$uJ={WHJQf5-l9whbkHJ8~%fA8qg5h{p%%HnaoOB7enzw7x64@5UdJ1rcA&J{=I0POrmX{8Sdud6GJ z#N6bbxO;h9{=5^MrylLK1{U(ICwE@BZlgQh)3dC`?)O!c$*2p7W<=_CJy*yO0T^Y^ zb-i<2$1I&#e`jn;4k~3=3>b(wx8?sO*RQnVD9={+O>4O2EN6((2t?xcr!!v2W8Wj? zsS_PwD%h6)(93k4rc`qvyfJEeLgYW+Ut;IR>T|IBcgGh#L>KTdAhi?DSGi(0(NB%c z=Tw4g|2Q5V3_d=4$;uX9dk5J`vIb+{lj?p{nz zsP&(3Z{Oum1`PI+!Rhd;L${4+kovy#%-Fp@k^Lpge&)z!Ov_2s`sN`eWP2`qc6A7D ztN&l^_A8b0+`a3qf-U?s_w4q;zCXVbP_DI7?hIo_=cSUWx9eA+u`1&nVgUxJ%NlFN z|M~5AJgH17<|!Ri#H9b&st`icT+Y(03R{Tw))@mg15$K^T2@jcg&KHksiG-(#Q#=5 z#g7{s-EtF8g&)T<-EMM(SOz3 z|7~i1YNvBx#7@}d7D-@hM30(%GKw|BHc)?SnfiX6Rm{$lE5osg6c9@@m8gFI@8bd5 z4C1@rQfwe6K|FX-AqbVuQnQ#6Iz#pi?+$y;?eXfqmhW(p&H@-i8DqID|MT1L-|jE} z?fU6eCR*%Q#;<=kT%{?=n8xo{o%1I85OE4WfAe?az_^Tc7i+p5&R>QQs~DSexZ?2d z`T0gnBu99x{*wMX|EN!oUamOa-)kDPe9?cki5s_u`UdqRX_UW}hxh;gyF5J3;GJGw ze2ka(@s7fEhb@o4%s)TZ9bFLjyS(`FewX($ZJZ_2CxIT54^$it6i8V5TEeAI>u9F- zze)!2E&P_5>^Nd%+336J%is^&$4fV^)p$=G_Gk2F#ox9<5@quR zotU*CpGiNgrY@N1{Iv2hY%^9P(0Uyj8!EP%NdB{VVOl8m?%|u6P}+QE&W%U2QKH+G z=#08C)Lg1fwUzJ3^Ixz#X_@gtb-4Fjfp6~#3$%`(?S;TvJt(=CeRr7%ar|vBm+fai zqYS$@2GHB@CyxKm`u9=y^QD@XbRhP0lbB@$2imHmp0KEN6s5}#=ccsx{V;##t&u$= z<|~2y=-9Ozhs}@y-V{cRj(^&^KkFfmn{rkZ#1GMSs zAeu3Ln2u&fH^z5$@h;hbQMB*`r-k%}H$Uv()|F}F;f^bT(VnN!GRg+=wn*<5uTlfH z2M6xPGX@a(r+KsC(t?+=V8QtWG}IM|ByJ$`Wih-S1LL7q;m|t zMSB}oE&1{MynO7=_SjqM@J@%@J9M2D%Kg-~QuK%(976lmX?GIm=Qh42yXxyOFe}A| z&93vG=kIr)e|~rWVoPs{D+N(v*CSVMILiBXzW=ZLL4JJ;1F!K)Y9hG1B~qk{^ZVrwpT7sd3ACe%^toJADlGw z!{eET?5&dHaT@Tv{h+o=f-MpnFR68xHvqZZ()AZ4A_@GapeR>OGkP!zu-%cvN~Bhs zNUkLFX2bX*Dmd8xCgIs)Mzllbb*}WM5p?(I{nQhBy+3T9VHmFm%2^5L62%&qNLV1X zwutkT76zbxHzw;n)h?p*pFI2gn!ni!h$|d9e&W(fBKdT@e{X$oQfrlK4i#+pBv9#o zoB=t^xj!>`U<~Dn0+_G*@$vS}`OVHZ9;!na+qlDrD^`f}MA#>``xEP7P5p{{wZ!A? z%8n(gd_6EQWU)5m`NZ=)-)r~x;^gWdyVJN*K<$;P(|Z_aB8r=fs2+uWLWaHbltn)M zxPQ&}Ue-}=Tm>qYNs%dMtx?l{uFtCq^nvNz=B5Oda3cFJ44RA`RK>t`3Ky!5yno)m zckdV~L$zt(ao4tzd+S)yBb#Ma>e?UCY=^qn*{c)gHL5zN&Yy0cS~f`OqZy`qer7Ia~LgA{poX$?!@W=rl*#z+k-eijq4LE zDD;(q`uXi*o7jJTz52V)m%qDz{R^KP&AN=cKQ+o>aF{Rg%YWSul4v4^YCo^S&X?Vb z)7EjWHNch$`^no+C5t5wqG{!Xcx_B?Zr)Mc{l7(;=6)#?;~_o{H$Q)^pS~PAc$5Ev zJI>yaxJwn3lxqp>!RhmBuk%v0!@XaMbo=<$d|L{*OSkrUWN~@I?gOR*x;rq7PH!~{ z-%JlGYOEp}JIU|Y2KNnXXG_rmZ-1Dxc!LnSet_oOj5bY3hxCWK;~@lbprCLG&)Yb1 zM;_<`BHzY7Mnv*&ZTtV>bHs3VRN0#1a@Q3~82hp9m>bSrW#ce$e@y_@gRKhWSI-J0(ic2&&StHEBFu2T$J_f4yl;nG4&7fL^1@K9xO||8=X2-F?LVFWS4-yH znHj4Ir#aK#cWxk#|AS0tzIUne@a`@3hvp6B<4?|ha`N@r#qD#Oipryn&JBOMz7?~A z{(OzVBPJN(<@dQ;PX7Da!bf+XaUP+8=HMXeXU>AiV$e`L$yfu>ri@E+hQ#}Af|(~o z9JCZbS7T|%%pesae#zPUqjDbQjG>$>?d4uu^b}gR)nRNyyw1vXeL?a!?k@_eW+r?7 zmkF<)EfRc>RQV|k4PTC7dhBI73#*i&LusLV^fDJBeSiPB^z+-~AQ%fk;h4S@!?)!nOwb|l?ofOv`SChkt2X?B0t2kcXjt6%SPWUu zmt9!0N*g{T9oV%dWd~7zFP+8y`g4gQ$Sa@u!j!B=B*$6y^^>i-^~WgY(sDhjhR-_b zVVGW3-V+>KXu&f`Im4`Q0a<;kIs435Z%_lA+a6w(%7^sJo>hyb>A+DR%Cimgqlxqv zgWkgfa&i#=Qaq@k{^#EhN$3w@c}2_in|G^<%PF$hjj8j0emy+O^s(%e)N0W7pjO29RJwfa7aXVa_PmJ3O|C z(RKqSa$jFI#)uvy^wAbiQ}XM92tPWnZHwpt=!N#B-4#NV4}_Tt8#Q6K_LB^a7sTsT zTOPG#Uv|ht<=G68SIYlBe^cZ0?|MD@yZg60%VK8fk-YM$Jg4gR2+UE%Jx?@MKi$!% z;=_~SRyyo_$uKYZjP-@p*fODByXQ-x_sJ9M)gStYn}4VHm{MO|(^J%L@%{JL9Cu0B zUdMsMGqQDY@7bwKU=QwmR>n%gxA!fXRz79NbVu!BzV|F&22lUC(z1R`C)xezK8+R1 zDdyQ|yHU>(NhTYNV=3Db%EPjd&Z>7unO6sy&Wr9?P$mhR1ebK&;5Q{2A8AVi#y@AV zLG#T#yMy$+MDpqE{9WtK+g%RJKOH~@j`QO_j6NqDe|nzrxceg6sLyO++WvBD40F}o zNR9|uxYIf!_PkXawX*npD&8px@1&L2#$4P;6yJ_p67L@eu|Zg`$6Llk9wIqmoEKl| zp5vc4gept3E_<#Z|9wT8=4)c}a+sT>Si;2yy%$&9YcnugwO$g=QOs*#CY1n68ax zI<^glFrSPg>Wg81MVkuP|B%Wd2u;X zASF_%8)#`sls}9WIg82{PW&DY{|c7J_xXtAKgtg|eD!$;{!`xFXxI9x&W~a(WcyE2 znr-Dy(IQ089^J_GF&HC8eWLtSEg$G^6}aL!LlpHl+P{9UDFBb>(R2mSs1n(~tm5iP zzej?Qcq@GLWQi`3oSeNsDvyj)U|A+^Z)icnhFs{Mi&w_>X1 zI2y$b$igx4<`Y_ZI%wJU@VMq$De&(UjZ5yeAhQ4U<56nwckJ+L0Ye?93_p?lN9`wv z|J~=G-`&5!x{92KYJK0GCq@ym(n>YB=Y*3yuL>BB%V5_psZaS#6P`$5%Y^ykBa37^ zXX2iJCzO*eDFCoYqZh%Uj-Pm{Ut~7`Qgtqp~wkGhKg2F#Waqogm4sh2mU{n8&=b2PWRe6{j z`q7(@=QNiWJtb@30fq&9zAv&-sj{Q2`U4wG*TEN2q7P(1zwupNw2Bt$=G?(jXCna* zYu;N6DVh-3w^@E$^GE<2D0FW*z`gw6UoQ%~9Vn!i7({nkH^wk!kRNXe*8?*PKhh3o z%L2WuuS3124q_jRsGGTRF}TkyZ!6?ABl3?fO?kQ77dEJV%l9RM_TQf`FJ(9$3aK4H zlo!`7+;NZmdZ)YbaMs1NY?SaOBdOHW2J@t{c){A8vapSTrcJC)8?k$rI8%LD1k0(1 zM9UkEi2R!yc48slLN<_S>3Uca!c8P6%>SP)hqUfbdwpjJxh7-6*Tj(TKeEw z(5~?F;elCdn7Jw=D$fR&L+iuWl^C!@8}w}!p6HW-t6Ws_Tz$mPKVO*TZCcpN0XHkt zxYIw7f4=-@{X5yu^19*P0LtXLRJXR1JbzN!?;U9$1fa14n;EZY&BO?ZI>xP2lZDjz zCjyzWv{AmojS%OYMG#rw7N?U=%-YId@t) zX?y>(}@1v23y3U}rOm>@AzQNUIE!88EiHCSL~puinjWSWNtT0Pwzt8&F`2VcFt*h|+_j0r_EK$r^p}PPv`2`vaAD093?K!chFB0eHqAco@d;;vi zCs>sGaOl_P?{}Ynes})@l}@jDV2As?n@x*qMlXHB?S~NNzdx^3cIW`^_W}v!q|3PV z(pUL^Ulx|td3sp^XD_+)$@)2_gp}gGeO{eZqSd?B zD)GyLd0`BHwSg_seB!t7NY1NpHmLVV?Pb~i>yJlfFC~Jiy=dX+>R>0$oCWCEuI{zl z9?8MQdArt`(NKbk=gGnkYiPg~>*j2HB@%kO-Y_|RT`-%U}nDDKRL-twS>wL6uQ7A&FLUIA3l4xDL zCs_`z275?9Nh4kl1myk_=2nXo=^Y%{QtFeoPMe572Z)E-2Fgb_dnDK?7`u$RY&%`YM(c) z{Clkb8O+1=k8kn5p@my|Gd|9B6CxVV2-`O5*mtA3f)g^m53%sgCBFaCNoMB4`G)l{ zul12Ebxt0EUxcmwDW@1nJ~&-K3oB?uXuMd+$DiuvxbOVkoN%#c_mYBZ|Ni`$ekSYT z!HM6m=9917RrDRdU%gMZ9W&=FH?X{Ok>XspkZeBvZ)d=d=6{BcY1TOpPPmXL`rIS+ z-;e*##;4YGb@QQGYEYEXZM;-M{`)^F=Tr?nH%`zi3fbfx_UrqnOFe$l`xC{y(d4cTGl%<{d3)40b(U<41mcIMGGn_uwWc zXe!d(kLM*GpMTb#e_H=X`yaXa=byIkXWRST{qyc!^(iqDw>~2mFB(gmlAvPFA6ysU z)=OX8|L@C@RALG&gM|Av)3+y3DwdYi@jv%{TAsVE#S3wIpl42b`HG4Be)4vOT7{bD z^I!wV**!f0BLDh$mKb;9=+MObM@2lTtP}gl&nKeuXNVcraX`m&H`z520{^;wEl!WplY;iHYE;p!i>Zy#4ZS3CoI!=W&hi-eT7{MLxf*izAtn?{mV;Cn_=< zynlWFc32%aYcYE^lt0u@YLy}1A5!0}WVoBf58kK!+Edrb{POvEy4B})W*04t>@%eF zwI;tF2zqhyq0nVc$Wn#=8H~R^e?Qv){;UVcjcEU~@*+hVdqX4K{s+0UV;&epw_pF? zTMtNP#+!-t5ZXKadLWi&>@~}AE`s$7A)cJq|C~HSivCJxtq^QfE=g#NAilr#pF7i^ zmPkc_rtH8$sHkt);w;)Z>3%{` zbOSxTblUirpTB=Jwg%Q;EEr}l1ZCsTYfqXHKM(bz?fq)_Yfjg?9)yd)u|1sjv;*e9 z9e=<3`25GeU#&;|m_3|InU-;l3kcRTKh_2@ns7bz&z1XnH|`Z*PH69swoh#FKUJef zdtB;?^g@u6KCUQt{ns0>>({d;KT;Eh?B%ywmY*bke)yk?!~a%0c}7g`;$p(!hA{he7toT$|KIFI|8rK;d0yR7MKu%JOlMuUKQfnWJny)CU>r#vLpyv*g-dH` z$l`z2lcqO|Qm)P!MDoemuPPkgk$v9%jpN2t>eFMWZEepz&z^tZzMu8)chCR2G5Xi5 z_-KHgNT@^h$t}s%-;+9WMyLjgO>-qJw{CU%4Z(6C{iC)vm%g!i!NH#we zIAi*Bayn4d&OYV)Rt;qFKWpF5>VFy&y14WKH7wakx#&|P`R}t=sEaPsnHZlHa%Nuc z`#&%~|L*XgY)uezqS1Gv z)pw$ccABm4MDN5jQ7@)Lp+h>IRF1r^3|4pM+Lh`Fv6LG&O#E3t@n@E?gtmjP&%_7Q$qzK@&bA&t9_|xW zj*c1=QJVPhmt%i@pfde>F#cNY==ilv?d$uWikYj8jVD0rHoi6qv2(tL!pb+m*4E12 zW6MN?3#I}}80&9A0#hKosFOtC#s6Cb8 z#{LHPpZ2D>`xeJK8Cy?hHwQn@$><7C1&%1Xcrd{!7=C<7WAG!4hvC4*7_S}|JrYsI zLyG@>obj*(t>Q=e?~wSh{yQXowDFKk8#Y+sSF9(fVEx*U@KLN^`xJg9J05ph>XYm( zoT6nK_OL*qDIh8Sh*6{%#G*I}ImAkE+)T?N7Ax^RJYvxVEt6t$IxHzJr^AwB6N{aL zjpk8jn?MHP0lkTI<&t*m(PTxUYBe*y7+lN$=t*)`;jOjbAi{$7h)g z7@us?V169uqyaKmI!RDZT15`4LUP0;tweAh{6zRJ75seoE*1Q=Ag#hVksZ@WCX$4- zgl95Wrjbsj%rw%;%+dJ4%pr}RCUeMu@iT`s_?yfj4Ip52qD|bQ$BMKHnam-rL~tJb z%=s=A{LJ|-75vO0t@2mqOe2}d9MY1h%$Y_ynK{!)Co@M^c9ortn}N5(CTDMFcSo{g z4r%-}nL`GQpE;z#-((JH00E=;nL}EIOy-bQA~+9z=6sh5e&&3a3V!C0R{1M)rjbl! z4r$3$=1e1<%pB5E&dJPiaC5Np_4aVLa<-q$8u6)_hiIlE#$p#O__NgC0P(Yh7|4yA zorr~!*lC8u%tQ>A!oo?;O2i5T?c-+$SvY=XkcH!C1u>j$A|puDPGkddE$8IyLqal{ z1;i4z$qd-+_bvM()3T3`!(PhaGd~RopLKlDTpZ*00x>LoB-qA>F2X`dGK~)=XcwR5 zzlGv6{I^hicJZOi6U-9SOt6Yy!#2q%LG2`)__ZvPO!`dB0S=SB7<-jK)Qi7G&7Wc$ zpGA@od=9^bu;Uo~wt69!6cYS>3&asZlD%)C1a0DT_cuU%=KcnV&)c^^#tGKGEi+F> z-P3;4WX!Qw)1g+tR zayk@#B&S2+2NH{#+IgGYvG^;J*x{NelHY))*?A*{z>nrPh;Me@zNy8$lovOi zkrLyU#3bk?rGUF&BFQo-6@qi%ll>hE_?&--0zUPm6gVb&Ey?Zh`Uq--)fNXjO&gYb&{@3VsxdYbI`TPS{Zkb-`b9i+s6 zn;oPS$Ycj86@qi%XUBIa;Ah8oDBx!YDTTkXgJk_gc95!{$_|pU$?PB{ldMg8vIU{k8hHDD1@$KD#6#_{@F_ z`Q}>v+iKi}Aqhsm1(LZ|{}xKnCO(sY1H@;At`*!4G2Z^U7yxyB~}z~>1E_~sfPS4nV9KB4=~?2Loq!cMZk;eZ6~ z;qx;s44<88VfftOVDuBr;7W{>W8PnT0Dnandj(1q-6;g`)M$v`3y8${k)0CH!HsEC zRSW*^Vt)#R3l+(jPQeJ;!jI@QApCev1HzByB(0w?@t8&MBq;Z{zTwU1pY+ePXzu%;7k&PVEXn`j>hcZ~SOz&~*j#;)OBSa*`+8HTDNhKrmyJizi&)0_^7$ z&t51mgS37x$4ll-kPK&(60FkTypn)#1!ob=)W$ug)fq{Mjr5ud;Ve(xjEJGy~6P zG%)gjgQLEF0ks@@_L{46_K*VfFeGJhRfxjR%rKN=;3T}GzSelO?wr@2n%3@$c zjQpm~KIPn?%xU0wm{|@b@^i?Hzg+^i8J;Y^;9)?--@UG#kwp*LnD z5w7B`Q#aN*l$%J1`ecO5xb4=&ej*`#DQ2N32;rV&Q@3Z|pmT4>R z@DeJ0Y>)7)zXVnS65fT;9Z)U$26(+!r4}0N;coo972VZIAe>aMeRaG9cC%aW zV2BI@K_ixdQ8OVZc%%9{LQDj;B`K`L%;tf8@5N*8Co`dYy4^8qdxb&6j;ncQjt0td zXJgthPZ@@T<_d)OS`+!lCTgE~GHWB8Sl7pRxNaLNUTzeumS7B*#KfN0rNpDYjSm;7 zjMt(g`ZLT^sLoSp$3<`DRC#D#i}6f|s79}9?= zNADjEZ|7>|g}at2=~=f}k*w>yQ^p5)pyJ5mHB8Us(23pBDb*9>v+iM$K%bAq`3b|> zw|QYB^zBnOZEEpFt)9DWpN5%2^s}`VY|inhxa-0pZK_%nF!PKTgIEqGweD5YHAWM- z9IJAEMJ};_rZj_#XYS|%eN-;ndZZMJc&-fviL^lKJo(s*gJsb5`na5zYZL5=n)O9- zPa2%?ir>#WzX;ZOFZ0>m84SPr{PVN(&F}7?@KO_X+Wf^+^BTp2t1Ip(O^lyYGpWE8 z%X6YW+}QHfGwdN7b>*?;DcsaiQ)M2s(3@c8x6%cab@y(>mRW<_8Z+%{u>F>8^jM8O ztuabda%MgD zJX8KR3=at9kD5Wy_%iCZ1%Zfv@Wlf&4ojH7rl5gA{veWwXbrc1*nn6jpV?8giH);P&?im;=xaoVm&b9ZLvVmg5{8CGcsT;M*RMT5J6#HW_A&t$ZmU_u>z$U-ZR!u?HbRN*6vDNft5Sh@J)qgcS1`t70tY*j z;$D)NPyEb1t#1}|LBs8>R$TNKA=3Op+tT?ha42P2WK(AuBm_`@2&ip>?JkEn)HkIQ ztp_rC1s}d#wHS8Xk&th#l0($*ay5BExnV|pP*r0!E4rQbOs1uq2TJS{ShlOmBZpO4 z39A$3L2Y5Bu)rqb`DAu!=!*URCXm=3dtu`(A9R?eK<%ZSDKPmN)p}2?_ir4R=ICmw zMK|dk)^pfEzRcb~-zX!QT0}zL;DM=xr>_ zS(w9e@{AHn5#KR z!5CCeR$p+N?}Khwjw!lqFoCrh*WGjF_aOPQg?28BZlQ-+i$!H`q+?EoIizT%n?kc^ z)Y_8=HWTHixx)5y+vVRtXy#Sbw;p!@Nv_R+FV7UY|Dgt|4U+Gj zf1Cj8bsv1(;(P%@w+1Y{X1@)3_oh`UKVJ+L6sIya7|El$u9$Q3F+A`h%8Kb^ISXQO z$=SdZ$OA{x3bUHZb8E-bWzuHv>yv*m?T=kkDn+NP%WzshnOYK z-ufA*dqvW4_8p5F*;TBCD<=;v8Rb_ee7`(yJ;1_sFRRQOXRim7d~bl5Io95yrD)wu zlRB)uxz5s=o#8nAS37a-P1!wlyb;bh|I#r@I4AC(prZ zc8MWaCc{npv=-r||f`*V@BnjgY^W)m^~$DWorq){vLX z$HrmGAHt(t-IMZ&%6wRTs~w{@!=EgkQ2%GkInRz5T9@vD6yx)3L7o(o=bxkUwcR-? zuFa8G&TW%~hX;aRQspb41&&!P(q)`bmKc>@kj#a4$(+xyWcY|K95JrhBFKX>#`|Yc zQZ9gecTCqI+9l|G%Il-KGb+&qBoO}TKq7`tOkSgJmLcp-iB{o|^+Y3$;X$s!ws2{G z$C;u{N$9mw6-|Ns2}E6gz_zK@67zQb3$d7m<}j=kSbkQ-8PSH&JiguCflhC1*;)Oh z0kgY~kACE>6lkPZg^cnqMaVG&@BvkWmxq{|6@~HMt*x5QCl|;Lw zk7)`+Klls;*snme_s=@*NVtw_H$8rSJm4^9^Od5FX*EW$M_|Rq6WKl}yeyC6Dw`dM zw^!YD(MU%6?%cbCUY$gD(4)u3_I8+dWaWI5*8*HG=DM+px}r?pHS;Llo}s=$&6YOB z7EG(5=qxIm$1u;nB~~l;Bw2nBB3-Yd83k~vxtfPL!5^NsgKhUtN!U7XX?*2n1#~sO z^k{AmC$y|y&e&?rh18GK@AMMwOsUsqU|bTJ z8h*_Qy>w67WWn|ng`XXMg<0N+(Wc)UWT){IHZO>MAv$`VtbhE8nSNXI^MO%khOf;- zKk&Y5aj>&n0?uy9SstULfT-Je_lIzELbUmY(ML?2=psgbi|4~WMDhAY!3Ya0$}8Q& zbx3qR+|sc399bcUJjJ3qHk4mSgL&QSayk!V3fH{va-U}icCRXVZhLtm*V$5{g+n%w z6q3|`?_45MQPvNsiaLq53%Z32)YxLg1w=pk&NT=MIpFXs-(v%_HmIytmuFu&3q0{$Q^>V|6bG*ceYgyiy3Pi*F87(1;+O z0PVE3%9_MqHWx6su;6P@gn7;mhPM@r{s z`RU}yV%kKdY8kF?gyUl6{&qs1=xJaFlYaIyw93nE&Z;Xd80PGiZ5u?oL2GaEs4ssd zS^sv}kB{AAzX;0GrU8wr5fCN(8AWGGLPX1I|1HlIP=v6aa1S>Zv_7Crb7q)_q*{4t z>L-P&+Tz6$*u1_-fBr**G!wRbdm~T% z`x!5=>yy2A*y(a$K2~mEbhj*nvJxvd^G%+!D78dWg zQ0zhTMcn$$yjVAZ-J~5W_un`?f4g2AR{wFfTBI_oB(^*+_>2iX1MYpWF3dNF226&r z`p$-fK@Xh-vH0=Xvzgt#RAA*MGyH@T&#%MEV`PPAR#xNeElRFdm_BHiE7* zM6?fa2%>jA=fd|OVUS}J+0v1=0=-FN(|=ZR6S>dZOLtf%9dkx(<2y+S6VOn;6s4x& zhn_H`2D#p{hX!Bm=&-d%kwd!FDdmNyk^Vl@?FNv0jCdYi z^F)3H-F-2)ZGa~*ublb+e@#o=9+)JIB)jlBe zqWAobtCG+Vb$X^Cl_D~wzjNaHQ%>+{(VXu^H4hC(+I>7#JB%LeR@Z#f$BmMP#iA=8 z2!ewcvzzE4;`P8Y5#?raPeXX-r+8%P9ZwXldD>N=-WIB?4lN8@bO?pg?~pwF{seL; zd`iI*XpLzrx+*KU#~eN>SAVf;bwTY}Er-HM^Q%mphc&P8O1@}N)Q zO&+_V$C13kf!MSUf+)^Xj9HmR2=<%~uPHWIhUn(J>3w5gft0zE^%6x6Vk)=3|H!)0 z5TtD0eN=evi9Q=OQgqC*11r6o`)flcEk7`a9koMZiPep-LGm>Wi8#Tq+?kLHl;T%P6Gwiz|d%h|SvwjD`+*z1|V zRf{osO0oLm+J|tQQ9Xg>({Zx?FWs z%8uP!{pUF0#^tOKWWt4LYK`AZi+w(kpuM>;$2i<>W%=CkjaY+=+B^ zvr5DfshLadnuK}Kq`chZ#Rgb7#E0o!=!s$|=c`SN%7@1(r% z>^OVe{zu?!Pc41#Z}vN6)?9hp^aVTLvDod8Y#ztGUvozC9r^%<>sUG6EzXyaNi%jd^U7} zQ5$FPklB@Gw?5+R{Y)?37V3?7-e_NR2Xv}LPr($z1h^d0@+)wKbLE;6kb!>``;4ML($Cw*Uc~F zq5Y;i>&utgPJAEB>wJ&i4VHe6H_v(#h16^9PxaCJgHnEk@v8;7X!t?#!5cy0$h>x( zDrE^b1~b0u(FYeB7&xF@xaN#I%Gq;jXT4t!a;nYaf9l^(^!}Z>XO8-ve$fPrO?5$Q zPZrisLcgZUr^Tr27HZ^!*P_cWX1Dv2#ZT$|Q%Al7{z1XkNkCEdaj&$*=oAkslkKY< ziNnmLbQOUSNojhEMdIk41gA$yo(#yFuitaAP#8VFb)IEdB^v(DZfWy-tGTU6SEuCvUo?WOO) z1Z8|Vle9<_j;bp>GPo;+j$HgmeWp_eW{J`3N>PcRF=nRV>flFc$184;mD^O19^LKn z0_J6K+>@$7DZ)X&=Iz9u<>q1^@6<1?uM`nL!adLz88>*hhH$xGnpkg+XqCpy^QayC7* z4l_P0#3*516O>&}n?ui^NtWNY`4!ZLCg(xurHWxnjW_6S`uHl#TLcz7HY&WlOdRpg z@}rE{B?Hz)t;hE6m=EyXac6U~q3 zdjR8F-{g%#@VPtl$~$>sB)vc54u^*fw9H%R^I_tC6jl21?QoJCymO#=@45)nu94ffN5Td^N$EEnSmKTh_J;8YzI};k3O^>Q z&3uU2=U@c{8UmHoKN!iJ{sjg;ynyEZtd+T_qb8(p}k5N30C^GnMf^z$4oS3YXmkRgSxE` zpN*YDJneh})pEv|o2x^#XWw)H{d(?Yp_jwacnzgiM7AIFgqi4ESYC`=uVpH$Z1h7B zR*gYQA)l024DVjUs$vbxwVTpyXnoNkhRbvJGdx3F2S0Eu@omJIhAM?w?C1oGmm`VW zX4RARuWx*{q^VOG%vkWy&n++tyj{jv!!ty{O2XjDf_w(U8rOo=oxIs1lR|B@_pF^_X@bY`{RE+KY#W4=V#}e-`&3_;T#su zr9#-e4mo;anFNarwoF-Z*T0LM=E~H3s;{M4f9@Xc`>BqOmrr`n>v zVD+W5IwIaM`C-c!qFmZWE`(w6c`1AW3;M0G^5erA9hdZauyQwsLqf#ohy~wcq_zlGYtbR;h?+zHlegBuMy4R!R>~X9-{DZI6-f*0~&yUAb zrCH+aWl5#!xpWX`uh0s_^3hxZaq0S0C~E-5(Cx1Oh3+E8I;gDBY}U8 zJRBG+i(zVAgu0bA#Y1a8Ahz|Ka<@*ZBIP&CQO}2zAVO!&hIrfc=+-q=C#$0c$Xi&R zJNmN|##d&Yn(l26u%Ih;JAGv@ikeq7wt_YgeD|i>XI14RXM<0AuN$L~WrXsU^h<)6 zeKA{ZTrRQ$>eE&CiVpgq-Dh_uga*DveYDA2BGtMuDJvP3I+lvSp%o0vCHy21yZ4zc z`B$>=#@YJOvsP)u+H$AD`P4^L!R=UIrm+;g7%^q`f2s&3KAwxH>2%PRGj$H`yjKwu z>s5!Y*AbX_^Br1zhOQu7#ddrKTQpJ$YmVSI@dXoSvn7iiPodogwPhBccB0Qq*Lqn+ z&Beq%P^o=oW(_kcM;{c4Y(`2W+q>>=d5w$~*QZgAKE=%G?lW7pvk63Uj11F1lV1;{ z&(av%C6o`M0`pI6#`}W1YHIb&10wML;XN7Y0C9Bkh|j0bPh{YP>{?HZun3Y9mXcp1 z{tg{%;B7k1he6|Rz56dutjA(>N;Qwm=%IVIE{PHYd8lBevhH8sS1ecQsd(k%20IUS zRFqB3m%a{C$F{EVhs7Hc-VQeBqVBWSb1un6Amfv>cGq(7VpdA#2>2hift;ETBaQ1l z&<>TP5bBH`)Vw2qG^(r}(|u1_IZL=1@(Y(;7~mj(y-&FQeN%X%P{2+U4sO|EOt}`2^L@F?%DZgJy^KoG->GkMYHS?}C=XdW zFEbBW`1mDsy|=+Ix{N#Q?{$Ur;+5|Fr=w8thoZ}@JpOQvPSEq#?p!oL6`^UcF%&sv zde(T{X2AGg<;Y@4w}Fh;j7erEJy7&o{%2}Ny(q1YrNha&p9MHP?+G7VU0<7 zzD$5w*8{e{w~^%E7mtQVOf-ws{9yyn8$(;W^GNyTvuM@j;b?x2+{OO5c^D@v$9s`B zwh%VFi=}qr`GWP0F7`7;d(kOJ`r!A4PcXHWB6cr0Z^N^jTrF--_LB9_OQG{#I$t)# z4IRwP&$k8>rOn|tY(=0s`POwc9&uFp#d(|6K^ahT<58ToUl{GmSlrm)Foe`^oZ@)# zXa%ZIN^6{{zZ7Uy2Uyv7^^n8~)`v`|@{o)1m0PZSwwOv`+x*A*t}r8kD%NRB6xy7Z zpSIwxAH4276hfJmgC6Y|rq%EYN1xpuQmy6Z#;7|wC)X{ofxXjA?4_q(qLGR|juw(ehu&Fh)n7PcFdWU=M5 zw@>pd6_|r9y9U=EjtX0bE$dD0CrtHoqt1=CLpwKP>Ut%zyN0&blw;qV|VIMus(~Q+0;&Z4TyN+8A?BZv$NFBhf2j;kGRmh~i z$F>hl7a#MSSc=tGiViTaICudoFV4R1&3^!A@A2Vf`pTua`$QhGIjPoK;p{c0+u3)b z2WRiIwPo@b&h%s3n~KBKQBM5M$Ra*f5L!p4V6#vgF|}bLjdc-RzPqYogPQ{Kd-U}B z)re)#+i7=aGp_~W9uHk{Jzo=KPEi`|vv5QY*fR@x0~-*Rv{J&)TA3b`wj1q}-n;5VTV=>%$%!pYThRyxO#7^bU<7atdGy=u6$Jt*Ey9aBgC9eM`!m# zWBxYB!x0VO60~*Br=th3ah~%3pFT2Pc`Jl*G>7&JZ|8heyn_x6c7}eD&joImr!G=F z^podjSNVEgc9l}jl;~GNs&H`*`!+f?ZS=^d`$C5p0!rphpNDl6P%1madL5HxaEvkc z-s2PINW*0GuF(}u5N^<`Vp#8pL}R?q@|riGBZHTe>ssx zCaVHB^HpqP+g79OdjpsNDg*&}F*ciDDxkiYp;e#rmV!ulRl%sD8On`bbY*~E6NFZ; zkm+HtM>j^KlXNojkxz<-!Jz^_Oau-8`m}YykU3hVRd65)^?CbX>@&jPfl${ov*Q_3X(D-O@H~j@xux$?O zT*KD_r6$y_qHSd$qqZo(Qne9MU*@lT_x1=V^j?c{)NBULFO>0lZOPy@w4J|aod3Ei^1qiI|w{#CHE1(1GTHZLBE`zcAW==|Z=ICUZ?TE`>O_0kwsl8E< zIRCe)w1sk942Jw&Lv9vtk`QxDM)sBmJK?sD^Q!rwB}D$Y`yg~s*s;{0 z5iG}i#yvw00(Y8HMI#>uobKJ+`J_@CnK1ZhI>#@CHnkBhW=9!BE0iiLen0^fIUSyy z5_Cg>duVFs8>oWQ!i<=rG;((&ktqV(P?r4(>|tM2XX+lMfpk0xuj z4ef{O+ivAce3roGmrl;sbyct%V|-Xn;v`(vcyVuESRI(BQPXv;Oa+6qF0-5!ZBTA8 zxHOyp66|Ds`3IcsJRd*I^BkhyX1tMDzR0mh3K2KCYd%LSm_a9vb&og-QzGzw? zCkGKZ=|W9dOLa$fag-ynY<>>v@{LGu_E^*Bfg;tep z4ui9eN;BIp5|0mh>~*PBdqSaK=w;XW(cOp{qjInN5*5htwXGAB9L6}t4W1pG7?0y~ z?yxN(F&_Krd=GbKe~~zaOr$?iP@YX#l(Jb4PfOAAnzd{vqstKRVz1?*1*% z_b(aWse+wXJG<#UrK^>(<+Km-yQD{O`yF&qmO@7zHL!9_Za$-pk zR(^pyD^&^Y#Fh!?YqPbmt-@t1R({iXkK;N~Dr`B9YhanGStPcs(muFI=RVHfyH}DP z8PsF2a?K0*-NH|C>oL{wC%mZ!nppYb%MY2N3vXlXUGj=y@$ogmSh;qzac>waMML7S+^qmYmt93hDbol540}pzVVv zK7_I;1C>MRmH9VpQIdwp>@pr5SXOQETsqVp)w)s2>+WwtFAm6`I@@22DcU_6DcHCT z=5un~)7p}TF7zbihTe(*I+jfR)f=v2{g{et`~l98YJnY)I2tmmGj$*GrtwG{|3m|x zHv+qswtdE2a8FM1a#Vv8Qpu(&qiaz~s|j;c2?iMJdzUUTP(a%o%V@H*mcku`0&5%1 zk(YEwzrzhJXnss9-hIXwnYnkQU#NeDB+OEdyEk=W${wBEnWz#17M84>TWL~|s=(&! zEfzZ=v)p3yz-Hp{h?~(mnB(+T=w=T}zJb|`P94Hr8hJwx?(q+a33+N%KuyVqAD>H-iB-l9+7hR|)u-gK?)-m)F zzpn|OQfF$19U)#1qzDR&N}GhhIyBVa^2Q*=`PnehdLX$VRx)_v`<$3M%R6EVN+3(^*!kh18d#>g zyHV`XesGn}?ruBM0RAzRedj9tm(sV?^p#q^WMmzd;+kxHac2@Ie-x6wI z`4C)}UiK05_MnIH&AAa^%o;!E)x>j^%gsx-Fm^OT)|v2|R_gzcz4wf&ve(vzr3xxi z6-1g!?@d8*WvZYw1rd}Yf^-Ba(vd2?NfV?NV` zzVZ0(@tpJSA7_s<_OFa5!!xJY@M*Q6ZI#vKejI zJ&nB~n`N@kGo$v8{zLwKGns471B@tLa`|Z^5KC5q=%*+W_*9rdBHplxG0$@3KH}~M zoY#Xr+y(bT3H=*FY0f@yZ!?|E(JO{6oo71lJljCq|LR!R?T3&Sz%9%EvlHrfy9|Dn zJ%nqE)Qy&m=V5(tOY8Xq2D90x{!RxLhB*}CLwJvL;$9mjYkc z#-H=EV_FDDXyo!PIf@SqPUtizKINB`R%_@AC{|FiZEcWf!fA@MwJ zJbNITRm61*a9F&0PQ*6;M4Y8~HeeGgnd$!O*C<7Y^4SP2xU40RvkFuQGX>plZKU)8M-B08-Im!G~% zm8#8q8i&9AWYJon!}DcS9MSt8GlU&Gkt8&F6$zW? zNAkCYicrxz#o>iVX`piS$GTMaFw!mK??^hfhBk`@xG0&rFp(VAlB<#tP<5q8fX6%; zUA!}~`>~x0&TYDpXNc^^i+k{2DA$n^o{KLc==zUUoz&t^%yrJQZl&xIkT15gUywT)eRN?<1e%PlL(jKce#fgyhdnuQ1OZ5#=*5KY|&e(W9Rk zpCj?hmAPIKY4CaSwrqpJ2+Al5=#qE&ifS$D2h*$DFfBIGo>~eKa7NN=Af6)y6$h%S zeW#)Y69d99b`BC0o<#nGH9We0k(7$DP%Yt)_PseN*Igl53nW7q1*-?aXEV-VvKe%U)TCh^i7E zUA~9QPK#IwP(2XvMLEZ6JS0yl}`n+ z#R)IgKmWo6tT;U8^1M*bDeTQRWb$YI{wnY7>xJv`*@M7!Sg)s%|1sDk9C7h(#l|1G zzB=qX&edCsM4GAX3%NKa$E43HP%r$Is|Nk|4ciqKyl> zQKx9qp+AS-y}QczhUO(kH|cF#-wUi=)Ep#5t679BVv9+x{U7D7dE%LC2lT9M;jXpzO~^O%)PHy zTQ&5yB_&s3vp`#1p7<)l*e4(6>{EtU4Uzg}>@Fzppc=+vTMOvP9OZLLZIQlX?(zlq zaWo^sV6N9tgt@PI%XEJra1=v2ypipk-IZt-@=FLmU$YIcLA{Mma!@fz58HWj|z^QMR~_VfCI zNEN7mWyIpNC67F#g{;IrE5R?F`fJy`EYZvK@bO44eW;_W&mZ!4K`j}xF;Si$k$c+7 zHj4aL7+Z#X@uKZWNLF+dG_)^5p$=&A^~*H4-nuy7%{PKXujF}RV+ElFw`qz!$GS0G zzg~$wHj4lfr>&2VJ|`pna6jTRgw$}gLH?8elRc=MQEc>%uzmf2M}Z);{n>thmCugr zV@XnTgHXTTyYVycF*a`6zxMd^&yF|$+w141nwqwISskZ$V@o2!CGwSV*za|8edT9) z9DdEd*2@x#-%ol>y!52Ma0WNdzwS&HHY1J1m2aCYI`qCY6^Hpu{XZSH`GzY$cu>Ug zP)ay1KRxkHc^3_S|L)rH4zAUz()!=yvn*1&>{xmOSKdA7a-;GE6&!YuI??2$tc1gH zuj5lK-r)HvjN0nSi{SlXF1Fqq3024Q4f=FCe1bv}m1m18AlYzG>C-hk zRL_CgX*gsA{R-O3G_hWYLt>LKRCXRI(7jqqb#KJ*KJ$7)EE^5_-#ESNdP~tK;j+wl znhc;InGRE!ok03%Nj8CD1M&DcTo|Gqz&yx{^$5qV^Nahw?ro-iicXxib@fuEg*~5Z zYIZe95S81bi#03iU>cr$)|JQ%X}1pbP)Vu4Dlfy{@OVWu=cVU0`28{nUz?E{qA*9j ziU|uxvh=|{?9HN$hbKCfY*p?yKaEaIN_khEFUQ!@scMj0L;`i@gGaRoi&59(LrmKK zSbcaY^UbN*F(et3u~Oi+j+~-9PG6#Yi=oL-3i1()09{e`dHVfnXr0U;Y~;)VNakyt zu;balobTfdwi^!w4v8ag#}ECfkK*HwrS2c8hhaS--{b88Al{@_?AUZ^8oCAfp^o|ShD$Ed(&uCt&wBX&Q{cqM&-R~ZaGTik5gv_z`kmTfYn z^kJz&T2uJ73mVTo$osW=7G2nWTErk(k0IGAn;Kk;gc18|EBE}0P<>+$`QFwvcz&M4 zFI0U5DKu^p&s>E(YGcQMFBvCizvcU{`u55~6-4|*%K=W*8=VioN9m^scysB%UAHaBS1 zvHs0+<8LorV6MglQfUopcSb_!-Ze(IyI4QtQ(*0zng-XL!auW}96{xKuS`AO)z(Cq!$2*`;WFUhD)M$X}T^-lmbq_~~v>fG3a1p5M~y%=NbPetF1BBt)1NW)Q?BQn_71PsV*&euxgvEcFP)p@{Om` zEh^C2vw!HP(p5z1S!ebZa}|=O#wD&7+aP%X@6Sg94M8SowC>I|Z#0woi^05U7P$~t z=Ea28VS=j{tlrl=g1rVVn9s4LD4JO-YiT_l_=8D>>mjS7r;?s=qWmr&|rC3j~2KNJ&%$zCPwkoj!A4+%j+e4Ri6ZV{&{|XK+nNH znY0hia`Z$y7ZiaLEm2#u#0c;XKM_Bdnh00=*WeR&zK}>5bYGzkM!jk+wzYH(Ci3*b+PUkl}(a z;=c5R;oUDgC;-AvS$$DtIt zn};X-sXu-{_g_u(x8Kfm7;=K4C~Ik+y6zwR{`#J$n|%k2=hETC`Z3-ziQoP;$Ityo zx#Q=Wq8j-)sqMfWlY8H+#tWJH)rfuLv4*7Wop&#{j8Oh(qjtwrCNR23?q{`#FXB40 z!%2fZ*QMp=!mQE|jz%07-OFM~U}DdYzK$D>)F+WeNb=-jhgD56@1e6*Je3wj5xIHh}V~mpv&UmGld`CDErH8 z%_sEsATLAkkbo`%?PNxr{jo?4q4|TGXF8@a%|kDrUJA|y=^yTMCk0y2(Q5v;w~xMn zYwL0m!c9vkvnXchi7gSdu?$A>-JZm-Y==Dh^dt*J`D4EgkiI}GSy#RGbqT_WA55Q9 z64{XPi{_p;)Z?JZL~a*RU+{-KIPksS_dLNK6wE!&DU19>il>rV#$=|TUb@frX>}TS zyF7?|xN8d~ce4t4!m;vSOSc-!W(~J*Xw*LAP!v}NkIk8x zMZbMUp~O)oJuQSF)n;-3?ecq!A%zni`ROb$e(AMmbEyJUk8$SV`r+-AjZ6lI9!6Uu}VKJY#%n)eFgH5Ns9` zSOd|A$JEM?jnIa!TY}GkG3;;b79%wAL5-s?6*P*m`halv=J2y{#Q(JB$)Rmx5XhEh zJgqg2$<8Rzwb03h!oJ~(+VR)Owt}D}d$HspNAM@;m^2uSwyOHo|L>(Sr+Xlqq6 z{_}(_9KR2$6h)gTokY!L=azN(=od zO#8Qom(qK(;N;$GZI_Q>;|d?#5$uvJh4&g>iM0aXP`b1XjhQ+DJY_EWRH^$J;kM82-8839Qu#tR2$r`)=se4l4 ztT7V4@vyP&k_mhY<9N$_+ZUBoJ9#=|``^1V>zZQ92y`rw_4+3RQh2{Rdi;$43?`7a zaFC)Z7kJ(J{dI|3(27Eh6#s!2aFma`;p^%mn!PKw|Klbh6a~K3Z1Nn(*zoU^x7K6< z;n7(uy{a-)ltTErx?c#c`nJd4=wm~U;nv>CA!DE!e(_=Fo4=P&#U-XwisBP6SEm`+ zv_A>{)yJQIcD(uDUO$g&7J=xiwm7-g>kePgv$n+HrJFM?JFSK|jL}=lI531SFZEuY zD?bFkpEUNt?#8kOUXGsa-H`t=g^y#=kb6wkFoY2IKGOR}XW2V5arj0u5gm_=01l^! za4#-R58*J|$sFFT*8kuC?@tXA#_Gf0`sPp}!4_AeF%Fk-q{4qNbFI$v8(fWzqPeq9F%yq*)p@Jow` z$yfD7&t`>)#@(#p;-yZrZQna6@kIHEs;w#fIuSqL@G=N_eWEBR3YV9=K_1avGcOF*!;| z=8cl)8s*h*Sc4RspybdkV^lc2CE@670)iUe77+!$h~73zubRakqJQmMjpK?ymrurC z6O|!_p5j0&(b5^rolLI92d{F0bmhfZu22iw?di8j+5ZAwy)0F`NVkNd4t|~bPD=!j z(l6)@_K#z>JTd|{UuMCH@&T#gajd@8zRhYNB?Jrl!}Di7+0dt#{>$klW1u42E$?*{ zFL%G|_gDM3wkH~@h$g_qWj~c;OCk_wyd+QOwFB}K(=SAXywPsLnr4r&HT)oX*#Csb z1WEDV@;>Qm0uinzq{a{Z&}ZJkQ@Q8u;Y~{HbX7$JnzG;DB4tAgt6>a2)snNA39G6@ zjSq4G{31`X?z~2+F9>qKyeWfUg*W!To?1j*E$c^m42U4n@Ud+f*(AoyhoazUcouZ{ zkX+qUS%x%-dO2om1;NVl<3)-NRDO3k3%~nvBDvOL|Emch{@5l2mPe_Pu(1W$S8U$zTD>?EOfhhvpQKI*6SDa z?;JLTsjv^b2ExJU6m4IgQK3DMgi{e&R79gaqnas>9mH__=cn*Ivk#bfE=7ZhsXP#@ zJ|W?Uy$7R{J@N@z<_m~^_B3?#^eQSEjbCZdCxJ9N+U9CBhk3u-A*`O74L9CaCYUc* zp$9$Yr8%iWps$}3;NN`$&1;-?+MF5!cE`eWLWhh$l?epdT6 zDr7h4i;gV=?E_@Ri42Pfb6)d#-83Nxc1&IEMdKLjsd0j-vsthjzFI{@Wh-AD(aj zv-Zw0_U17o?0oTedw+Q{X1+;u4~Mnrj?^y*-@)NR(^#e>-|^>%Enj5*ddfqJ%Qu#4 zGmkIH!{LHQ40OZaU*Pb`_06<`+j#%fo#q5LV>$df=xQv{D~Wr;xboGn3W8(uCUDsF zn3Q>oC7y4f4P#@7J>DKj=QCOQm1}}4pJ41IdF%$Buc?sCM>-um-={UZI&md$*j_X(m4_7?&!-8ytm(CF>Lrr+6f zkqc_4&f1Sb>&-T1N|z#By?@t7P0dR}#JL8-!_t|jt_Q+f{}HQq4;nzY)9FW=D&Ftt zclrNr+Bm6xSg91do|T@qU-8)(@`G&sF>4Ws8fibfOlbSZ`i;Vym95%$o;gIW&=9o2|zZ2UVN*E0oY%bVq>6dCwniic&U*Z1 zGo*s(CQmwF_D%o^cY~hKO${C2<51wM zk@GX}BH&Zjg_jK_&k$|Wb~=L+HxLC<+EE&kBAbRRhuRNyuvs_i@o;w(RlA@8xrz>8 z4H|1_vBJ(1SD$GNwHyKGTb9jFQomuwXrjjp-qb+ssZV!|d)m=6bqnF*OewfN*e=dC zA%t3=L>6hQ4#8sQW#Jpye~u3upBnSMChEa}o?e5qJ`8(r&c>dTwT)1|?HcmX%?rG0 zX{@6)1K~(X+{B^kSfs@Ayt^mQ8$3egUI?CbL7_6UWweLf;5^w}`1Ge(^dL#qa55+Y zOsl828!7XU`OZtjv!h%fAEmaLAxwgpPLz{PY1V=CVAj}F_6Vw|{Wf`%u>%s599-4(sXL?0|Ro%ix)dP7bp*-~Gy{lZH>T~U> zv>!2&6Cr&z5>*F3XcVJoEJx9*(*4^%Zgqf=ovo|yHUTX8N!Sn`WdM_1%^#CYtC;de zhO)@i8hCgQVB;VC+@r=l3RlNI$)9s5{G&hXq(^TT z$kxHW{?$CPtPof@Y7T9Z;j4i`4R_tP9L7%jg0t;DIUAz^kt<6!m0xM zyfoSo3%`AWu(lM$M5d)MWeTD%5i7o1Sba==Cu4K3>)-2R%=5R)34RSAzspm%r0EI& z>f_Jf^}oLxZ~nK}&zF2VrS@I`uHRN_pGqhw@xtMA+$~QooW`I35ps=8Aes)x%rwZHBC9KTsJ66n`@M098qwDsVS?!i%i<$xXWyBvm)SWXu-@nNb%A-Zwr+ zJ;eQlOV{~ers`X^XwiNYRL0n)Eb$5+gtTc@+f5?vuyK*k{oNpSlhwLZmlO;!Hb!li znBdkk1&NQ=8<-;164zjgmvBpora*Ty2gaZ6ShxYY#l~mTYTyRs(*;<&i(0 z2Lih%MXFR@19Xg#zVi3<1P!-{^Y@YhVW=ieJgh1XgMsWDmA1%u^fk{PSoWZ)<;0#c*df$&ok7J|3D0ixS^FS_lMdNDe_8*_+(dA2T^e; zL9FhhNIP-;=50G{`<)6%yYz(sk{YhOqQ89vST535iZgw~qz}+<%EZ^e-7gocC^*}Z z7|o1dFs~G-Z_M7WDHlXuuin0E&U*)X;v8p(Q=k9Qey+=c2kuo?0eCuT1gZGJ*XqF- zp3|>@(jC+BXw3y89t1T{(FOsBg+hw@d?E_J6_X=P)`po{EM#|y{MF@GU?8B zDWJ=?Rv{1+Max;1e*PDSq5Gq)!`?3Zyz;kvTKQ6Q@oBvT&94XTu3`PX90_*(AKht# zLW8uBw95}6{_c5K8}mS*WH72_n2kjl86QLYO1;4#^oaD#eXVFfa- zI8=F*G3Id?)}M*Y!2Z+8JVc{YOMfJr3!d3~V1q-FAZ`2l6|-w~Fw*wep15-aRlPbH zIDe!AX!ejSe{&`PVeeO_T=yBkzfyIa3>ypK{P%4dS*052P+`| zCz~K#zZIEN%c05h!Qtv*u04wM`14B7mqa7`AG4Y-zLeczfWi zpP#!e1D>zzy4?iZJ2zbU$S?9kXaR2zJnIP~(5Ari9ctRMqIu~&a$TLINlzp-rJ9%)57!ptrvc$@eJQgcKi~6GW1O6u1+puF)PdPfk+@O zyDp<$6^Od!882lY@&^{1?aik83`AwPL`BDt0xZMyn-oozXlPPk)Q&+MdiM103$CR` zLq2SZMsDq3Q7)~in>mMwDMRD0{TKwas?-@ATJl{|Fz@_?2_|r82yKQfKkivk>_Ni=~8bxPq&QUj~Wm9MXN7 zUUE~O7S`^4@nB~ZMw5$TYs3Z*K+)2Ra>IEI$$k*LbiF4GKDd8&u^IgQpYOu_9g?u05dF+FtjkDigHC03WkOgk%Xgc&J^gz9nhMxF(0!*()|bA-B5T2~@!QPaQ!OJbmp`JkWS zM2)U)^MrPawnIG?gQ_Fn93pb9d|Fa52#zv+-Wk#q&~xUZX{|Rm6xkmeb6X)mcHT!) z`kmU~Yb|96`O86c)_7iT)AN8W?%r}Ez@GckOANbUn~;n4EJw)3^F_k3&;91XUjotXy=i3aO#Wc{wU)(S zG!q4kJeO!hl*;F=6g$X=zDR6 z=J(Hopz^`#u(klikKm!XdG~_H&F$2 znZl2&`bi@@b;+09drRT2n%g^;4g5O%KWaa*N{aJ<^`oj)4~wPOKRSU;`- z{e15%&~-%=6imEjzK$M7KKgS9>*89#W)D-aVcHi|mBLjVzx@V2%?L0)P@sdHq1ag# zGcGXB`Vi>8MTX3b%x=19wSe!6$A~=J1PXa~T~o^9DzJ;LNEdA?Bd`29TAzUec;fB$ z(FuFM!#}Fm@81dLhWE+r_l7D{+km#*!_ckiyq`Zk0m3L*CmDTmQMitrP3*NuSeeef zxi%e$rf>UM-C*;Fl|_m}CDR#btLZ445Jw7}HOpQXu)(&D~AIP?dKcWOt_B97I1n%mkmu<}sf?5T0EBSFAI1@&H#5;-*4J)Ut@9b-b zZtb0S50i(Gco{4E!I8GXUZds@1v#*3ySxb5AlE0VF+*C)OtK3-sI$n*` zGCd>sS08`=+41Iod;PvY$tS(5_yi}{b}5Qi-U{OFnOoF@UGbCn^$^}&_Qr;oBwYEE zZMnx{1H^EcoM)qnHM9+fDau9p^?ts^;hHO_UE~zF%=C;4UpF6Q8{rrLVDxR;~ zrj2aKS^WBp4uNwS+X9T{zLkiNd)ayS~p=LITiaSCM4Jz5bxYnKkbQD^| z6~cu`iiz}qH)ABE2=%p}n-4+N+lF^YCH#SHA1M{>d=7fqM(J7@nGA$``=8L{RiPgD z(o-EE26{{TmKZIlQAMg!!Y^nCLYGdHTKP|?#=Y4#A#4!l)nBnjFjGO+A;+KxpE%(x zU3Qra{~k2#Xb^GVr46(!i_YKZ8A0L+F84$@RUj)2(|0Ob8rg5vcN{f)0ma|i7t~!G zaP9D0zy39K;6AHMbL1INq?&eo%QJ;@HjNXSl?jkYa8yf` z5W3RD7U_Q8A0jM%+1XQMBGFsHrrDw?(78n&y~9|A^kR+E^<~5%F7wShcM=-3sAkfg z(b^7smu+-@a(qOQ4hbG%XNG{sae4Vm$U#`*Oy(yV;)Xki_g)~@BSiPU-DJ@{&<l6&Svh7u<}k-=udVH=jo(RI^-_`1$vmHck5Jjv{VlS1LBasT;9RzD5 zQpWp|2O+@Z?9r6B+z_HiSy)m=h{~FZ&+=gH0W}vTb@%&2=!j*&>`Iyn#19X)S9wUI zpbkf^gIDXIO!(zZV`JaHZNDz{m@x9hOgKL6|9IlNE({IEnX-8%L2HuHyT>8VQR^>F zJx0q%z;Z?@?pJ6yTGiA{Q5g$_dm0nIMb8S*ZKut3lk2Hq8alhQq4Em7RLoBv;yDR- zc^?|J6dXos6@i83>YY%VKxe7(XbC+VE0m`_G7RF4eRH-2G(bh8acfbR2P|Gctarrj zM+P@0{5o^61ISyfZzd(!fYA*b|@UL?D z8y~n*w%D3c4Y#9B*O))}gQbkT*=e%`2zMG4^pVO%AhORPi#rAx&(=EQ(;tTyzA8#SVPYlON*+QFas zYGeASa!ILmtzb?_xUvs-s$840CRSE(T81!jFR} zi|^X&~@qB;R<9AwUM%|V9AP$aAX0q_Ro_Xy2}C(BbOxkrG3Htk*!5Y6nAJJyf|7j?t)x z;p+XnK7UP3TL zetpJ!2C<{$kJ4j&u)#jDX9`SFR8V;!IkhveD>|=L6>GwVH zc>fyda!RIiE^#n%+c&pSE(hV*C9ZUr0yOmP-_N$A1c0nmH~8}O(bpa>}8-5|Jpf6 zgwPxnnIVNi98?jHUK4ngg*4AyD(L5qge8}|;hfe%XjraohT~EQG*CzNsfpwvEz#|x zGrP%9@RcQEc)k){{m2^p>w*{r#2t^V+n`3y<4wCj(F(rlU1ct-Gw5*Xn?PG^Jo!#4 zzx?NC_W@64*e>Qg7t~sgem!bKfZn^`GFa6=wKa~Yu=8HkP7+R_SJB;4kqU-g~LXR$@}j*!^ZmrTPDpoXyjwnjG)Xy9B~0x zE|W#V0S1jdNl}4lTZZWAbZRj0u5>uDb>|?H*8C*pqGYI23XOd#T#2%Cr>6vdh{DHh zi@u?Q)M)WY@3SQT7EmabK4DV+0p+xmYQ4!G0238yW)?&aX%tcnbWvPjIiBekaf$#P z$|ex77Hx)Na$kd^AN$e99P_&8bGs(0X`1&dVdq^52*D_x94y z81>@--f7n=Wo9AsvJj>SibzcaCPbO33~EuAbsa0T`{$!^AOAheuckmI~w z2M@pcg@%5A__ys>yUxU@>;3{Z#V6CvlRbco;3}nSax`qzGmi1zC_?6AO_{ekZ}_-H$(2m$8%cm@blWg>Y3j-WI}kq z__GRNIRE(NB8fN5_oNRhJc)w~b-N93-LjC^84jf($w(kjI(<20Ul5{-o*gn>3I;y+ z^Iuo4f4m9V9j+;tieI+8a?w+N65f4u(F{ASoK;dp*AeE`Wb+~!od zdIdCiLx$4p5&CEK@xS``^Y8lomdyW1|2m$sH^^4;dc@-T?W;EVs_Vz`>mOlKAtjY1 zc>kNR_thA4Zv1-9Lhmysp_ih#=b77yzp0S5;IK#{ceps~01k(?Qe0QS`uqK6_4y_J z;f_yDIK1_4(Vlor5r;S39JEEwmf-M#M$dw0TyZ#j#d@!3*&Lp4qXSLlxJocC-z40C zEXNkVUUP$!R9zt%&)50;R(oA2o^Q{-vzUb{Jl{+4LISH(oVfSxM8}D_Tx!N)mRawP zC=ongj>Hd4Xg&cbeq7z!Q=5-0{4eFJ`9#5Vq9w(;O*pE;+>Bnn8U{YTJ3d`rMTpWn z^4rkSG>AKp-p!@-64?oru9Ntj1P}Ma6Rxihq5Ub%Hc?USF#m3|JD2hkvQyqXUnwyN z#>BD}mk&_EUissS2_wAVM(=9T&qInN?J?`q3oSsvPD_OiMTUl0PBhHjy$Xz}9v8jO zNu&8NF{-+}IH>%np3C$#7j4w1^j&3$gl*lUOCE|3k<`sksbf6BaI%(Toc>-OI&fY5 zQ2RnM6q>g7Ggj826nZ+1J|;1&zo9u53nLx6Riq}E`Je^D(u=b8Y0n`&r2)Bpy#o-@ zrFD?jg#r|oU%tPk#slXo)vPXZk|8gDN=I*vW?%~$5q>=V7KzR4{ZKl187`7=6q;2a zq;JIXEEXHT@PLlncFj~M?mPdMm%patL)>B4=*z&dv-gEom&^aTr{J_>ZXAflmq`Ss zXQ6UA0ZiqENVul}^3tL~sA!@0X2otWc%-!tFgxU;f6jWZ@AK8XV6a0YxqU~1{4p!JX3vRAKX7QR9d*n1(&%$ zzeO(z5UIjO7i(@alxEv^8C4D-1%CQ!d*v(OAu=~MGmen?k=Ol0E%ng7tSw3t{@=F; zz$@~)eqtQN?>%dHWI78OeLFOA1{Qw>w$I3L!veQ2*3GG7qWrsj*)@ zgsorZd*+j?l}OBsk~8U;7$k&_n|}7d+5-z66aMWjAZ^W3+O0B!fKS2U#_|9>$_!Rp z7upBb6AbzteB5B+q*WMtfe)^>EWO&x9U}@wL zydm2=eRwzmaS=ZzE0YU_Rlx+iT!|7SPk!a*a!e|mTv$kVihqUdvmEL9vHOeN*U3~a z+aE@qD`q>zI&ENT^F7sb_Y;~o#R!eCy@kSk$sG}CRG^-@e9cvu7oO=Uj~H>2qj<8x zJDa1gA?sv*!p5Nyq**xIeVKQ*$rSj@nUwO6kV-OceI`hb|3 zXhtCNKkmcC!$2`GicyYeuI2XYHl6D%D^2odl z)C{W3SBo(Jwg>*AVE#H@{%^N;7QTp4+8W2>(1e4WS0MhQQ!Bn%&y^XA3#~C3Z^^Ew)jbkCU$4s@rH69ye2cC$uRM&#+XL%|-K8Cx@qGUxPJ8Z= zcE0ye2!z5Zg3#KS7*ylQA0sN{1u+tdeNN2xk&`o#;Fm=gXj73iw9Ae`BOg*PF!6;z zWqqcFonSV4+;fQ2E1C&_fc`1r%qB)J(^zOnp#%)1jh<_1^&-2c81w_v05Um>0YA$( zP~&)J5cLKv$h(Q0VO3woys$~Dtv~l17|dIow~p1LU;0Z@iE$FpEv`KM-hlg$^_oHX z5(1^j2Kde*7oGyG9=pYpBh3RHhoX6T?m2iJ71>bL+1apK2+!agCEto6GbN`#AE`Y zH$!qEE+_`cQcns#;PZlHbH3{u6!+17d(J4maTmC8h}Fg?BnG9sFq$-Th5!%2Aq`8` zY-F*f`>-#J2~=~eYd^PbV$N1YjJ}m9fsGI?L?zLScA15iHuxLh&5g8jir)ALVfQ0w zQ{BTNW3c{KTD7KvUhqvOS4=zVK054{cAC}M1&WNOUf$P?LB*mE59h4}LxQ8VzUi+l zB!5#GGjoCo<~l9ZWM6M!ZkgEAf5JvT${q97z4f#gy=hpnP2g#OcMWZljU=0BG5wv( zC2ty7c4}o-rT&be`%wI@g6}z~l{l)cnAao4t?l+m?0rolS}*CQnt74E?i8i#}7$9h+8dfa)31Es5)!C~ke~gj*vm>}_!p>iWKf@qKT= z<8%5se7Und(xflmhN7peUvN1)^~o( z1uA5Xj6yqN(96`^FFWV4{os4^d&bMzs7j2XJ$ai6M%k3pnG}9th~Mi*&jpl#66L#3 z7xQ{iN6QU?u)7T~!orhun`RT;viU)uf%PLI%RiuXRA2@3)rLHs>fUpB?M&Z`unRQN zZ(@yajY$A2Bk$??F>dt4m9x4KtB+eN?_Dnbf6&MO>f_HpJKp?nub;Vq+@nn?yk0V~ zwJQ{seSjNB-S*iTUU=k;!)4sfh22F#ID9Wabi4f)6Alj?-Fd=SRgA-Tj+B^cM!v$~ z?c7Ud7wTzoIH1;pG;JR5cP}$RkhWZU3YTwnie=Ye1phqKMZ$_VYk0nuA^W?Jt>XFG zaGs~Xa3AldN#t)x&)tk)zbOcOs}Rw16!(60mS5qAX7PMC`R7b)#_|7mR?ICk#*YS9 zKG0I1k%Q(r4jVmg;-RL+^IfCu5&Mx50%$?2%YG{ntw_1MUVi8UIz+V`=8rv5g3f#) zOPB}nZ!3S*Ax=Vbms3Q8XTo6g80+Kk$^vw!+jc*RG#hwl2R?Hp+JiC*?R>i)mB9_= z3pE=CZx9=SIXlFi)0Bi%q;-{khZb}WI0GLJGNFE@jCcdVU@TV!BOSBCoR z1%80z#590+xd}dtGGhn&cV1D@TZu34%6tkyIuAQ$>7ej15y_EoH(#)~ zsKv3)>JQ&j`_j8@qyWmI=8zQQTk!7Dj-2Uhc_5k~`RvPi7O3sx6*%C!jo=>IHrT&W z2CuHqL^zjqfs!+-5AR-WhEyJ4Q$lqM2r~t5Jr$&ZB5etoxuA}fKGN?+7XVV2lltagN#ZdBv&=&BtZ-Qh2fkPX@G_Z1S zO8ij#HzfV1=&2Re5;##epT6ji!uuCjPD>s?0e=(+CGgbpgJ$!%um@o+(An~K)-}}r zpFipIJHPbNH{08?G4N9{xlP*A1E5dRS$p$mD9k|2KbAfZ0m{426%J_z!l6R>*lFBH zK!c&UB|AG7>b1ulI;B<&n2*1fASB>`FoG&YE)^GWt&$3@wU@&@W|xi9$UcCasuW(< zZGja9Z%TfJ?SYIfWgi22T9}|jpg8NhhP=_Z{E7ZXDP*p?a}8Ji709`i*ptmC2YaA< z+}Rj0K(0$a+j+DFlGW$So)W?M!Qb`xE83U%LPVT+6uj_u;l!J(Dd47lp|>Vu2$Xs; zS-0}T2T1M-Iz~X7irFYb~AjkJpC)_FXK;WKUYJTZu z{&hVchq=laOMQGo0V#$Tj2-ZUxwqv?leOs;&fTT`G4L%|L*bf@2=kq zHZrI5{o=egXX_BoL8*R!Nk}38ZG;7cUd%F<%rd4g9YaKw%1Ac!kL)$ zJ`GoOZB#G)CwV(s)gD-5)_D{ueY$is9`l|VNNbAgX~Bvv|DtH;`>A4#yerH})G`^( zXuei-*X5Y=v}k(Td&=gl8%EwVF*-d#4mmXccR!%dHRM=C;|_VeX%2Nt2Y~O&qp#mc zI>W5yl1Fy-b|7EU031rNgGbt*N}tdP0#Q-d_hO5E;rp$3B+)}jKkI6jQU(Tkjo8ed~r4lz883L@(T9=u&^7F0=4>;`Izj;`$BRo`rNx9bUsI#cI8FXx5+1cRi?y4_w9A2B z@zgvn(+!pIV=sZl8IhpB)cYX+zdLRCy3rwW@dB*t(&iV+ngaVdXRqvPCBai)J{ZV8 z$JpUPy|SvLn_sJ=hjj3?8YP6xIz8tU-W(E!D zX2FjuWx9;N`T?7?%o5|`K4?EAxnuZX2nk{R$hhz$5mH$VZZ4H)fn&8giFc?3ppt;; ze3vs5nC&Oqx18D;HXPCj+_kU+RBjf8<2ClsC*$lX4$cs; zH|r?ZMB)eMzaM`_Dw7O^WvGMs%1K~(ec4Y^IEUPtWX8FalL}MQY;t1pDggOod|?mz zYkS2M8Sx`C~v>D`7cF+ky2f6LS z!;~CA{la$VCx=PsFugglw2#5f2kqU-ZSRs$5C|yRy0;tR3s0Q&&>Txi0tuxb zkC2Cv!0g7{Wpcw=ghhP zaVKEwRUAUhi`F*=`V%3X8ER#V$O1pV7Q{H@^TP#(MiH4rMxcL)!*#rN61rCw9%rq` zw)geQD6(CHN~q*8N1)Gv*%x}CKV@6b%$7&Kp~~K>K!+a_@Gi@HeYCwPMv*WH3{r4 zJ+b4HB841IS9Qar=8&2GAv;&WG{~TCmdasN0pMw8BH1L=eGoNN->s4cz^L|%ltm33 z*hpZhE+RCH_~`!f;?qci{3PV09^%>HbxmLTnwS9Ud;Rp;6ZuTwkwCxrILaSa-LGlp zU%LDPih0DhI?++iQ&(Faq50d^)Kc>A_R+W? z#Lnztd08Twueu;4JO3WDo@FwgM~PN)63r*hdTz;AgOQg7-?6Ud(*-oY4wqjhM8ytG zyUekNN1FPg>E7_FGp~p+@+xO~e!PDYBX6IFaMzF-MqcJ7yiO`UjJ!l$iVOE!G4kGW zy^*r7h*>X$H|Om=BkuvL1GDz09)y60jVq*a-mXw?s{cNt!Ff>0ti5GP>kQktCK>EhHMrgde$T;N}mM7rjI)JujK&eVI)p}i4Ur- zHO-Z>vVzQwg))n*2^fz5JhA*71_vMbTXjuYmm-}CNVfGFr|v8Uhad238I>vOW!&N0 zOM~nJWdY!Ht)Zf)l{38W{;k9*(+;qc2hP#w*};&wL*(9K)0LQR(j9r3P3bQ)Fw-YnHiDKS}4Ntoouiw6VX%eyz^ z*SK*YeVecwgUm33^A7dxK`{wtTdvCt$Yleij5yaR>AsFvgL?(*#6dX9QV^#26wnP(aEte69CwA6=ddcouTi2 zvcr} za(CZ-yN;zld1;ul7Mll5#wCu3KNA5A@nwxTtzF^QUYXugBQC&T&y`*7ngi@n1N_Vl z5#Uq!=BM0;{_wux3eTyM`yl%f@oDQu5_n3i^Yz2@d4#$?$>wmy6l$^yB_uUPq zx_!=nO&9<`!~M}&CTBR%^*Qy;DLe38C4^)>!Vb3eI*m~(px)Oa@HA5&_(JiDuQ{2G zNuc`kx11J35~!znqx{&(S!8*toBwf0DkSiD&PyIz4#o^_ZLhIs!8;+|4Q#djpj%jv z{fF&7xI%xPS=V$3p=A9SJ=u{6&nsJ3-MpIxmd=<7HKWdN{4DEtPwXor*mf>Rlk1#> zD#8z5WXxjYfid?|(4A2UNqSUg>9(-(>fb$H{@wL^xQb)!?&^-VYyV#B`?9xO(6sLv z!uJ#l_GtR`I?kORZ!zCT&VIQeF4>8RuP*aq+-ZfF^)K3l_IYB|+34rxWltI1qQF7Z zxO#k{f_6!0y0+6Rv@Zd(UyAS3k681+1^JZc@l#M z@15`#c7rpdEes>DBpF&$UEECKL0`& zBk$I*#QW==0_f)t$~j1F_cP+B6H({I;0H;pxZ8nAdq+9YW(W;w4g1+UPl28DvFjWc zbzppgS{B9a3m`P)io0)|9aLExm+5?xx!nPIwY3I$(OWw^02@Pk5ag;9{bu>_{$c+F_ z@n^W`qVXX|NYT}AhFi#ioCj&49^Y#=tLz4~v-^$rdNAv*4)}g*8Ji|?FQA!pusNk` z7}N}$<$35{4wYoCBtK!n;I4!G|L*kJ>35pn4m&|>bs%8nG!8xv`_bm|2En6I4UbNJ z8$Q69O8=-=$>MNt=JyANaK@nQ*s!Y|IP--dL893ZI`BDvmux%*lwRan6ra{Xo!3Ig zuV{M#L}_fN%tqV6bK!S<%J>37c(T`f3(j@$b2sAVb;@33h&-<1v|<1>dSm{{FCi6B z`Ee1R{ul|LF;>Yr;WdJ4KkA1f&lZ4*HvTyxnr4Kj?34??JIbGvUGC()76G2f22S<4 z;KLDx1xfXzTgWHYJJye~4B+(zFQVmpb|9PY4qjihA*8Vqd>fFU1u}!EBcBn$O>+h|M5%@vvojKHpyGZcvJRCTY ziwnzBf-7+zuOp^SEx4Q1l?^OK)0f$LG2`N(U*B)=@Q!-d!1$m+xldE!P=4{%{08d% zQJhwR?HlU-aq8+4H-)Dmyj*L0tOhkd6UF#aye%7be$RrtSmpUsfY6_iVTelyHkZh3 z%rag8NZ78cZipT1?=#mn`5XW)cQKtE5m*OKTz8v|WqXk{iL)H*cmXg^;XC6DOa%nW zsTy%vk#L1|r7itY11OIh8!`B}0CL4ny3r^$Bes%vPcTUOLRV?K83oD+u)VZ``ZXiTAqd>}M9{P|~H;XM#Huf%NjDH0B_$O{JRG=jvFr&DI^7C;(X@5(Of{^&WH z!MKzhU)Xi{6JxnVBsl8Cx_XHOAAZxC+m&hGK-4z)%wr|*H)uA>iG&y3#qv{Z|1Hm!mBb>lFw_33ja`OsJ3K6zMg#i1Sf zT3YKsy5R$DfA;^15`6&9re~-hH4KHiZ5kN{+D%~GZ6-P~XBx17-4HP5tV6>>|MsV?2yN}840#HeM$@R>y8ChoCVhQQ@g#$r% z#7d7w0_2k8tt+?iq1us%6>hUFM5piEsDW*ELy+`+?GIyr_Q#`HBi@+z=z7wL6QN@f==?;dt&c`}EgZyA9P^IJ2X2Izag{iw&`BSN zhtA*r7_Xk+s=MJJ9*o->7ief3qWR5{9*mD;Fm!R;6MtlUXK55KqPus)1HP1Mik$>oVT%u z&UK1GRi-#6t7(;8`lCx;u$J>y4r9Y?|rmh)CKUk5^0Tf zv4b}+pVWGgeFL2CGjg47-vC{<`!VliM-b+(hI%(u1K`)3GsQ0Z^2wZM` zUEai+6s>wqIp$hqunFEY__aUdcq0Cv6q@yby(4U`v@C3dh0&-wCofRX-ZSz%O@_r-41dxn*(TdI1U_@K3~~OK1VA z#arX13fl0d<`pL0Iw#OV_tq%I!ww!Vn22|c3sd?81H`lB`4A8NGQ8vmAY`=JVL|8EpY_&UH9dF#2c8$dRZZ z*mHAnY-Ozi`g3p*Ki~|6N=<6QR4BZ2$+qEC%eE7EL~~@+Si=}fi-_*Uj~D{^<9mXu zdD^gMM@M;2#|6Bhe^IF=<%pU;E7#>a90qK;bfO+0uv5C`wrq@j{{Sh?HcvuBEv(^4^J$`pgwAoN zQnZbW;o68?*U3D0$Z>r|-0Qj_%<403=QObcd1C1r---;OcIbS!$iq`Wj(OnJ#dA9F z+CbgOevb>FE4Dx+7Bzpfb$>c`iy;v31?^E)kF9|@VpFoI#U5mWJUY~S!XH}2TQ1bf zrvhur^v0$qk?@c;qn5z{YCZeT>6Oy81wfc_J4fP5Gm@h;7u2NS3uPrKnB6oYfGTQ~ z)I{LJ{Heq{b=q5qBn=Lmj%9X3A$|R^nf5>90dj3I$-&FzFfcyek%i&E@xcG<_w9cb z@0>SRR&xwBM*Cff&;&KJW+OB`sZ(jF%&(881JdGs?CxUbZ*ufKD1H=U?z`q9Pttd_ z4MgW35>??)XTq%Ck!_!rGqqSm7g#HPes51J}M++s(RdpzA-RRDC>36(jHC zbDW|?PovP!_gpEpn=U#y#})?%zps93BM2ieyD1;%v2bE^{sTDhqVC|!FgNh*X;xt zZuVUp8T|-8#=ZU}|Gf-pn4u2JzUTyngopbjHbVeMb;oc{k~{psx+_xZnF9PFn-Y}7**h6C7jL&MQ{ojjrK7BTZ!4OxQvGIH8*g?N4 z{X-5V@}6e8nOQYRNrbGjoG}C*pUq1Hm6hO$Q$>S87o|a70ga|Gy&~MseIlkWXb$+J z&aNpL8^F7xl!iUeoPcXmR^0o-kAU%9dE#Pp86wr@v!Z9}1W86L!i0N6z-X7)EBq*T z=!N$Z`kc-I{kE^kNel)+TVm_{tX>JSly2UA_?k6r6A!zkq7@Z+_*foqnyds{(+{89@0JGMxnhZP7v*4x+Lik)NvDD9 zm0IJvDgmB-$3;4|AY|C94^M>230`WDlledz3L11uchaS< zKyLZ2grAUK|bNf~= zJ?Pr$!m^KTGh>5xn>+CIIp^-YSE7Hkhs)vRxV4jNaN~>g{fG93;7GXkk7K+_knreh zmK9NH@I<3a>EU+;h|_A;m;1>Kkhm-Eb0{0YzL@8%+ELi{FRS~;bMd$njQaR3;MKhl z5N_3_LGIuVTL*s{KihtcW&c(LXLpXBu!epiZ&Du(yZq7q&t!O8$p;j`iif>-6f-d2 zvH!}hyR40kzVWNUX4hqcUo?h*yQi0z!%_*lG(Qr(m@fl7-+Uk9IfTH@bi(gH=FS3@ zt49qNBMhMCVY&5q_w(S;rIEDxscsOHjZB01JE6r2oJ33afz z0%i0PUb3Ih1GZh?-=vQ9gW27adg5n`k!o}4>yeT+kZ!ugwE5{JP>9EM?4tB%kZEx( z?4DsaR{!17qbjNi&V^oIj+}~C!@Sr1m3}F`AyqmbRUwPhd0?<%2cDGqiXb&IP|{rZ zXJCdnpnX_DPd9NKO75H|P?c6Bv%I4KQryAPakvS9oX5 zp%3kSr7Yjepw5g&+H+zR&=MNsRwR7K((f~I1s?T_dr+}e>Eu@fjX&C_cgttq7HW04 z^Z4Tu<8woRcP;x=pQaLAIzxC=K1mu3x@NY=nJL1`0_uVKBy(_BIyAn(#{kyRh0)65 zpU3jgQ_`;qhNqlh$uMUmw|^+8vnCn2e12jfQJC@)v4ra#J7m8 zq=C#CdY!vvaPLtB;2`wv;!E&=m&Eiqg%+OzUuGU5v7^JFr}9BZOiBf^E<}z)SZxcD zm%fZ0N>{)zT@PP!cTk31#yHvwjs{a2U7A!LjGe1ei* z8sHJm^44x5@O&Kk$Pqd#aF43(JDal}WMG$|RN!y`G;9xqE9z!|dd;0=?}=d~Z_ax3 zYxQ{;O7ufvvnB?-@*lOIAaaLzN?&nm2cH1SBrpAyj$Tmtflukw?E<9!8dVG-sWqf~ z`Se&}@gzYZ656F4fJ6zQXdiO)H)@PAV zz>4i}pWOYxSD)vcefEN+&)tyPCwI#=-GMvZ{O)6B@i!%C1+=7(15 zs1#_*HeqTtR)ExFMqh52n}P2SO0}i*4B(?CeLu3B=Rwwmf`sPPE?`yX?E3jf2_jvE zV@Yf11h?hX&OGD@1$Ie2QQ}A3;X0{70UgU@)P8r>A38Y$z*V8vTp+O&0fh#hhl#D> zinYLHynGj6gkx&lh)e+vxpJzr%h>(r8a|ZA_PPk}Pba%(#bU3sW5kcFjRqB##Ie()LcLbZuz)Gogu6{PQIJL zbOqc$yZX!_b{Ld+x1JayZA0)4X{2))onbF`m%i#u6u7K~tK3H60nNIDM1o`sLEPoi zq(=*5V1}9IJx9k&Bx9xc)sL^X(1K+?ra{;X+_K_%%&0UCmX>@)^j=`&)$?6V74@k3 z!d3;gfk_t6KiX$;n|GvguNr(E_n4AU&k*3s$99~RP=a~6_T45b(trS`C^~*u0Z!xL zy?94&4k#|qT>7GlI)CaxK@58?HeP+pY}{SEg_^G-d>X1A5&~}bT!}q`y5F64I&Qm( zG6#%Dlyeek_Jg@w^6d^?MM%*M|AIE7H8iouTa;XI0aizD?w)!%1BU&+_w|2!i#7iK zJ6`_J7W#L`JHkgCdoQYBaIMz(;+eG~Onh}Id~1}ijG*oOOc4Ko`8P~_9mn_HPp0ig z$5$%%d_I$}PU!q6*RM$3y3~6Rm9yXG&fx&V) z;fo^ptbecZ`?>(^$G6>E=;Z|K#W;f2gi7#8c0uk7+DNd<+JSLtj%bd>H|&w72_5?Wz&K_09|i z6@931+W+dIrJz&@%)r|? zmVO?){lC5Fvb;lj9KQG#xy~8{K~~@ZZtJEHob%ixQvARLx~hAHQ&8`Z)nBgF8~2|B z?gEYZ#Q4Wxks;@kMIJ3IeItMD-Ix*7gz-#MZxjdZflt$Thu1YjXmH9gdG2Wh;7JU7 zut_}v*fUr)ycR2w_`tQckDGc>_Vl=Y??-I;{#Cm;M6_da@}wk`57w~n%T@#?;lCtg zn*`uo%(3dm5KfSq?8VuZ0O7q?ET4#pEy1)<+R))=;_!B?yv&bO?Dii#rOrEGuYzg|%UE8gPbEJA|NN2^BQ4G9;>pW38)aYPCFyRf|*+_MB3 z!yXldq!KXh6(MyeYA@^W^|$2ir0WQtgzoO1_kz_NQTr7llB?DAVP)H-dRBS}aO}u6 zJF`3jmMt_t@?EG#cysdu2cPQ0edecJbdu+=%KN?if0q8c$DhBue&ydqVlBud(Re1e zx@47f1hXHBI<^VkWaV@Xd6hDl-y{cRdF@Y$&^FRHz z_7BJu!bR%mFEH~}PVV8Bfec#c{BL%+(?=#Dw#1suTX{UGJr zJOC?5FA4>GI12_(@Yd}xap`bz`e$RA@#OR@(OZ{0e*owQ&Z zo7?LMCqE!LyWnLdGXhk~^R2X`st_e)A*Ll%4_ZH)+FE~o~H1y?<)PvbHMWY?9a-t;_wCAZL>B}Y=0a5 ziY85HMiYt}_{>;*asXS)MgG5D>cKi^IxRPa5O8|#&M!*bQ6MgGm*r+eHB$e?K&&D~ zA0`yaF{GXP_xsy%j^s&EHc2>f((kQqlp+{y>iasci^BV%#HoytoFKsJ!LSP*gvOHL z$4UzQ?r7vnU;R|kxw>hH@pwl+oFRxb@&dYn5 zH^>A7Jqeg?UpopCTcb~zpQ}MGOGg}M6V-#P-|3B(cg|v!cTn#CY1+L!PyGS^o>m%%Ea~K15%sLM|C2ElkJ6f^8 z2_tB4+TZ%-#s#eM{!jHfcy7go`uUKRB)sOA9LqbW2;Lb*$8$Cczzpp|dEIPIV9It^ zZ*&tvyh(e8&^k*%<0MnCa7P?+G&8c-Ct~B(#oLn+6H%Jbvo+*hfVl%8dp+K2n4k+c zd(6mBvIK(yg^;H@pGUxli1rwjbJfU8ExotOLwfLVe`=$u*uQ`L{oUi`-(5e8o;N?j zo?+rE-?QB)vh`!=c)0iLQ)_YnWQHY`uvBSnDTy? zd+ws1=xnwm+zYB`mJ&q3>!nKZ)O=p(Pf4R3ca0TzOw`kC6>&q=H!u3!uPA{8uOB8V z(M*tIqK;|>kp#-eOgfo3x`0ILQ4(*ZVuZIuKic%>G0675P@l>`8&ru+fn+v)s4Q+L zcd;!DJfO%Q2_b3&xbyZQi-r%7t$3V$wjZK!rc~*1q^BZUkKg6|-=$4i()FL?)ys)dfpW<~MSo`|c*b7$=Q%=2P&Tk{e}=FNC+LX1zJ?Ex|KlZ9R5J&Eq-{Lyp)Kvgas_qR*`+7 z;fELW2_!!Q4G?nFb*|lu4Q|*5w2ma40Nck0_cbU#f2lBmyJjSskYqv4$=nkG^4083k<|7GfD30BJouddAn;P@aT;YYuns`$` zwpoA+m&FvZB{#(BR@{_XgFuIJN8=SIAkpKzps|vot@HF?X ztX-8RSQ55xym-w3hB<{c3LT38w~lR?{5;tT)E;jA8Z$^o=39(p&-seN2aTWBOC_-F z>#y`W_}^svB55#3HT=SfBut5iV2$T!50y)ICN=&Ix^3UZ#Bx z;{ijlT&48}v@lOx%z(Fz7l=;e`>&)CLD|oOuByq0!Snumn^8Bi0UQ5{-bC{mWcTJO zUiBv~sJ6;_J-1B`Z1u~o_j;?r(g_iM`m$?)*JgE^^Ii)eJ5R1PhM$V)Xx_&e;zzY# zY`$~QBIiHde@u6kcYbibgFN&;^=`PiSo%$rYo-{X;$LjoP|#5o1UO$bb$Kz$3$r6d zZnyTZg63Of8e#9a;l~Mb|M`1Lz`HkQJ1~X`l4*@?gHJT6$Z?D6*z2Qs z|2gm@2kDiLJ98;|7<{(zNq|1bmKQD0py6X#F-?@e|Hn_~wAisY5+*eLf-y$JOZo%4 zew&o|#qYrwe3$Y|;e0(YW!({xBabNZVW%f20PKBx7R+7FeMH_m?5-bs3=7 zPZ2dj(G8+T+Y4UWmm_@A**IQm;;?t&hZARl0l<5edP4iSArz;3Y*ln63dFV7%seS* z2e){HnWzb~kx}nfTTTfH*wIk9K@+Qt*7Kk}^a>swmlKzOp^aLZGg)##N%O^Ci zKSh*%z7D)k6ov*>FKCI>PlCg|jS{3&I?(6v@qqWe!9c2MGP;_f33QDgH7`_4Knm7i zR%E#d%zGxjKwpE{Jh+VaF2%svATVoszIbkC-PNb>Gcl zih_saQ@l{Zqny}dixqfE-kmoh;(^7P8x!_Flt6N5p6~fgCMYGi*XpY-2|`kzzcw-I z0>!T#m5iShBXP@1ETNUh;P@uHI9`r6n25fkDdnaQtpdyw&dP^l;o+WRL5z~7VldV> zWXMVg`KR?;X=d{DVyT5J1zy4ITiE_KjmD&2EnEWLnR!-{OCk@PD~{eLujYZ5o<6S? zrDO(~H{7>(Pw_&dajp*n@~WUP;L*j9JQ}DYjpspT$Oj^fJPCrOI)Uq0;oXNXDS z43i|i7*r$f+Vr*21MjydPY6}$LY~_<7|)#v1-FPqb#_hL!04pHiz5;bkyon}lw2}m z@aTpYzChJKA5R90spmadUqV5~GE2VzY&>@;(|Khx;{?1i#}OiZQU@4ayfK+f$_u-_ zbH6olvH*!#d6S|Z9_Z)RKAXg(0`_GtlYXJ+f`ZJIL?%a6z@Z&~5l-Q0fLo_{XnLa` zd2nv=@zkyaZ1cE9vHH~n;9VJXIFDlj2bBW{TpW`@Y$QpJVOA4JeU>S0>2?>%OP{L; zHzeW57dPmLY&HJr{!^N+G3AsfhHt!=qlWC<(SGN^o`-{%zRcc3ecz2dv4BT`087(w zu_sq~A)~5gEj}9x5By57bW7xh-S-MNub)%`&*&^l38R>x?tVP^&Hu&wnw(4VKKYGf zaE;*s6Sb-~Ak$|t9Y)QEu5Lt8k!pv5j*m*GY7|<5wC=-=++*noiQT@+cDpD%BHBwF zA@|Ss-^y+oU-r)$_<_{+#9BSJeg56!<=A5?qTx(ha4C@a3I$~+L>nJrpiDD z6?gGBFTddf&4-rG=zph!N6+S!4{;wwormv}B6{{P#2cSU^;i-D9OEwrkB@OeEddtK zfpmG`p4Cnf_@E0Ml@(%TQ!PQ9OYZ|E$P0UiiOPgNh)de1(Zf9DX7X_>^ez=lIkc`?l!)w|0q|9v7xHDk(mr`$q4_DddLT;eyxbecG1C0B#&=U4N-vM9}R_8 zw1=UtE92Cg%P73_GV>WtB`0+49H7G&lm}_;mnT1mbOC!emq8q|62vSuTK=IaFT6)! z7gEHf3ZgxIqV}B>;n#vQ<9m+S?f+BNM>Aqx3{=X!*4`;&q&4DT<>NZ#uOD16F>)c}+%E(e&A$q6 zvF!$e7yFhIkrrm%!j(alFBelLmjZ6e&*Py44`K$NuuBnPb~X*9FwP$IwlHh z8~ZYtQFj#n-XF}RVUXf-D?Fxnm0_$b{g3_oVY)nwoWBaT=Zr`iGzLLLtASQT8?6CM2V*q*UtiUQ02Wqx#pc=dBadt)}zJ5kv7zxGC&srD!@bYbE- zQ}{v!ka{>*oX$~%;q?z#!pgAQpP(i1Icta*G>iStU0{VB|EL#Un{(DR!N6l3%Px7? z=ezvg9>3fBpskVRQUn1s7X7k%sDuwJMyY+9ie-cZ8|qBX6;xp2r70VWBsB~o|5f#n z_ymagY@6G(%>|!CCX_Um05I_5^tM08TX5tp0p-%^9ON?3v#C-!9(W{AlIX6GGU&AY zb&}Iv9wz5L`LrAChSfhAxe`Ibs-n$%lsC;u_W+n-W%I}9s=Ncls&B2Kpk?s=}yl|s(#G9s99rRL|w?%*X01O|@XL1b`A)=>KF2FmqaIc_XK((6> zluw0K*PaoDxhD@*jW`%%>1UWiS&*W`3zt7tj9--!!{W<@MiOU@)xjX^i^;>J*!c4I z{#$PeIzQ=K08Qi)6r|G5!=EP9ZpBPwFqqm&?aDhou=V~O8$AI%#8F$;jgbB4{d0xI z=bKI@yilKQfBwCIDoCv`YQbYJ^uWw@#gQYU!l^jfhI2IyuCUhYhIK7Gg!8R0;3Xz&-W!R8nDxlNkC$Xc z$%y#M-|-G6SF!x}l$7{dbbVQOt;`=k!pK8way8s62Qz>4^*9IX;VL3@elsPUL(u`8 zXxcC8mh@zHCwiO<$g$y^cf{bi>_;Nsik2|@ss2L}4E{Rt`d!iUqTlD2F#HGo@Jdww zA!zI*w`(dc0(^e1emK#`2zOO4ou}ZT0lLl4OYC~~w>|cqTr;}CdIa8ErMwDcl%LV%XS2;z@oQ*3 z4q8kuX>OIgT>^S&@ar`nQo-VXTx?|hdWIB!&@%0Nz03=~CRl%EOPF^K0&Jeq`BUvMDzL0W8gt&k5Qrd}(@WKnD4Het9nv@`F;nZ2wkH zdU*NJVBXjnY=2AgCQB4GgAcb=Kc&eOW8;DGd${(kmw4gK^+38;Csl!Ou*nt5enn_| zG2{z-AGUshID?_wI^r}{uu!|WZ#lSZ`=iy!mQPa`O%2`)9<9T!LbjCa(Be=NPdR{|R(XIt8>JmE7|Q=4Bw zL~z88_pQAeBOtxx=zl+s0}}4<1qxJhg6yK19U9VIknyBIXZ{ZAet0>lPn|wYP_OfA zxZN{xFgDX5va0hI_z6hIHfQ7@onFC3%+$x=GRsXaVMSx06ESz`1-mkoBq$Qws`0~; zU&My;akYme?1a+|Eu!jJeA3B*+=){)aN_ms!>ZKqKicOL4b6@hhf5&MmV2tqG1NY+ zH#(wWG^j)P?5tR9+xS2_e!|P6<8*M~R`ypy3T*rQ)B74Lss09|ATK1Bs$XmzPyzbT z&*@^OA{=hQ58$|uZJ*{pep*^qiNW%&y=~zs?D6NUD%Kq_-vl##eiG1={@Fei#w*pN zm`Wk{P2O-0zyHPq|F7S-|5dz0Alh6RAWM$6>s{$Xj>KI zFyBXdFDMjj`eF7*cUI=VWp}{ff$GI>a9RVipXzsiF6|`0>M1UcE+308Goy3iLOYtj z^H3*zDwYgQyS=g((m+u7`X4`%j|(Judl-2?`+4S!DPq1qapSxTBmaVt_o*;r03#!2 zern1v;Y4NZ@A6{eJ*{*QiFNt!@?!W0avY?!zNH?-NwhGz_>B{71~<6JQWDU>OaSj{ zvp^q}x@yh#hwe;p!E@Z$z{LDYDkmhqv1_>bYd0z9nz1^tc9hdk+^^K0qK z33}}IKPF^a(ttYu>rKx(&U`;TSbec1xLGF&r#2rxjj=cnH0gC7W=nnm-J^2+ms|=F z`Rm+;4{}(b8QF1J&v8Ml`syeKTLN^bAZz2qSBXAWu+;yJWJr(z8psQ6sK;R2NAXsY zmWete+}d^MIE$}_RbKZ|uJCW{q>z1wo}H+M8+i2i%OG)*@K!#R0x6{vApdba17R)) zscd&#POAAJ;!WjWgzH(Mcb}1D4vq*`dH3+t8F#;6@v2A3XO$ z=A(zm5>bN`EiD6VyPItyqbiP7-@mG#w5{&^7|K7h8M3(DdB6>#)2c;oqWrVU*=I}L z{|o=D!uFU)q>K)pr}rD=3B$He#p@TRuFDX@p{D89N_G~2%xry8+?0f2!yE-_)8~Pi zcw|c;%0H(&%KczO`RCm>jlKk9R`?UVVn* z)mi?szTeAtZjW3`Jb}4SQ{nN>U8-FC-=4?dB`s69m=cf4{~zUH_&tNStsY&*$m@^X zT(zgctT(FeHg#)?!OZX2_UBGq8^C;@`@OukoZ11a=NKS2kIdPZBLYBz*<>J5hzQD$ zEFA7##P(+fY^BE=AtS_>`aE=OUKMM6zEgGOe?dS5(~erk@9D6ClU|L%v_(=7?*rB5 zO-ENCs%*!t%l{Eri{fW z)S52YH}T-5=9rtD95`6@i=0$go=u~M16C60{StCm{P3?rFN2MLff}~&l+qJqAi4&B z&dfj(4l>{^=~kQv-Z#RJAJd!yWJXCQc9XqG&}Fe7VJl2f?VE^O9g_Ud1cpNA(KeI-LZc^9$ry@$iL%G3nvUx@$pY`15!8t6k>hU{YLxd!81MkSm%$Z zcqg`+MNq+BzunfHMeO%;ruZrv*4sF+jYFb_j-3*mTdQW7RF#72nF&(Iw_E_dP({=8 zyKjIBQcvW3N*)#u`qAPA9NK!8>^+PIAQYxnoJH{wNO_JYf7nC@g3hIAhx|Od2N+Z}PsQ zRo!F_`e}wfFnf1`grRf8#*=5|pB6rPvE6J1w4?DCTp9eIuU84Lzu)!1|G(DTGRw6} z9=GD|e^i{hk$?K#5`z4Sy9$O`T{f}(^!zGL^X(fuy#N8xN=V zzfF6D_bINw?q1%JUgyo&@g}b_cqK{Up2s=mo@gO}xs{A>7j8WKc48^&={}MIN_zOV zNcWi54H6(_G_hyq93!l4Hx{Wq^!L|WUQbRJyfo*8%%{`4t_l#Z-{0=#>df222hT)m zd_EW;@*khyh|lo<+ZH{0?jxW4Y@oR2W0t*}Z!LO$W!HgS(gQkZy@UT$NEivYT|L}F zca#wx;Y+RCNB{TzpHA9mbyJ2D3T!{DgGr=B$KQ1Le7F+}ALeR>X3Nkx(aiZ}T^Y)?7-q5 z?_Yoa_Wbj2Kflx!_ehR%9jE_4% zaL!LMh=K{eiw+7t5J3R~a~$(3HnBh#k6m(O?teeuuDZYwXy&*A9@dxEbJ(U%G@qFq z)e);=Uj>DHWpCGWFFtij1(m8pMzD9KU90PoMV~6LV6@UN!O6<9h zCzV*(;hxfv!f4F?KnYT?+;G_|A(f@jXTMfq zkF@mPKK_fs^K6Cn%b;R*kWBwO;^%3TG+sMom13T^8n!fQGXBr+XAttg$HTqfx04)3 zmT`4Fcsn64`Y^D+W-SXmTRS~pV!n8M6ONbIsM0ojeGSY@+smP@buTVZ!@KIDC@u)IQ$hxaV~i9uIeZ?Z=GjQ&-G_j>mBmhMy?GHojniJyBo4 zoqen4OvEOL_S<(m<+Sa5PYI*gSB-YKuOzyjQJcwezWpoUd7~EUVIkuCDYzql`(_p! zt|#P30@v!5%oz08N+N+>~Noabb|))(Nbe>qj=Iq~0@ zq2u8l3$3MuCG7@`pVt%npL%)V%QT)9Fp<>U+p$7sQGX8Do;~+Wp9D6iC`tJh6Z>Dg zkax$F`z)Y;b+@%Ho(e24Yi*&pJqPmEm6YBgnIwu2DHDgRWDRQA9$J1a+KHd&_=v1K z|C1RnJQC65)WSmi`xS)zdY8;A8mf~*xfI_F!BSSD@d)vMR~|Yjn|R^#47h9|J$JC4 z5|kJ&JwD>~1+eT>R5-v*9RH_}58uW7F)tV($-^J$$V+5T;QVGqp;&Hs_UyUsqgNNN zcmCV)?^Rm%vYzZCc&|Ec|0#+D+#T>W(xROMQQ3MayHwv3@i)O&HP%2v4J+O1->e}e z<}Y%b!=b>N7tT8!>4JQV^Cvo;Jk4A@4?=o|cp3Ho{(i|~e6HGU%q2d-2w9y%sZ`$x zgSv^;vYdJEfmBQ^LxlbS(fJ*ro284Nq<{*KowdkZxQX~%XMHk&>;@fNQjm7>PAeCY zp3t6f4*vrN{!`#-;|cK>&p#6#j}ZTNWy1Mc?$p=@)tE2fLym&jbqV75Tx@=}k$EUn zWW56BvbKve%Pc-WbMc>Lo5jq}d0H{UOP&$W4}bT32=RpH_ixKT|Mv5vS*oF!_~H}x zI`NNsJkj3s87mX=oj-Bb#wil_JPM(n*IUqOFXsL`Vf(LS8Rh5|EM`K}ND=CQ- zAUF>a5=OO6zHdf(;eOecFxJ7v=j*6E%OYDFGT1BGxBQqe8_{^P{nWQ+&8C4<{dOm1 zehM(ww=+<+XByPzIeJCDe??@UZQ%`(4;2*9tUc@A=MLie^plm|p_B_;uzvNu)Ark> zh>rJzw;!M9TTbr1)yq07F@b|??{jc6?i;6dA1|- z3kWFnRS!@lo^K6fbw)aSs9=TS;X^|=h~Hl(Q*coKuq5XB#0^%|=EcPO7ld~Gx9fp( z*UQ-UY@Guw&WVGU;^+bG%wtVIsV_jxS|!YO6Y=>`?s6+)uUG=3xd63^D-V&sPo1!y zd|Ju{AJP?^5Zh?9S`|M+yv z_q|uFLU@1Vhn9py>h31$%mN*;+(HJO#r^L{a;4>V1r^lV;x8 zpK`$EMZ&r2P1V~tP>#iKcyv=%@V;GpyM~P@3HxkMfp^9K7Pj4 znGRk;eD+Hsh@V$>4JD~6$mNENNl`OmrxxE&l1XIeq@!Vi@hhG@R7fSZ@1Mqn{&n%m z4W6?=1Io_cOI+Oli^YEtx!LL}mgP|Pk`iqGu(<#CzF66Q=>sFQgxM49ABgLre|mlu zjF0>{&1OKktt0E$)y4TcF+9`us_+F(P1TRQg~$b<5iti z#QT4O3?du3BiZ2RrouA;m^Z}}_9v9t9o}eq%dkSlc|Xf6!TV5StHcI(+={ae$stgSlc&gdx z#HKRh{rWu>_2t=nXTb|n_Y=DhES@j3BAz}E7NLX=Po7q|)e+}!EpCos(2Rk>t0?(`*QK~TWmfWUaD^B zwt6{a9lUk#CH>;{@LN?&bS0MwQkzOSYN-C_^QD4wx8bhIS&+Id{zTeA;@^iR^x7e^ zq#J!FG4FTqNa2&&w3aBoL}T^{Y8P|DntN;kpX(%v^n~NhDjvJ2Ma=|V#k4W6JR*(< zLj2#Ao2=|3*9m+E)qCG`ovB^?{Gv_S5=&+<@9Rk&oiy?%zW+H8$T@WG7#EzA^%i<1 zym&n@H@4Mdw=X?px|W_NdT+&|{`kA+_jmJ2iI>z2(-0NZcC|Qp_5pD{;LdU47P$-u zq`2VVDNnX|z52Tz_`8hZPw z+zPU?bGY~4{M>h;@1y>9VHc7JpNClp`K@h6vFA*sCE@)gTt5DW!pX8yZ z^HTIsM7<%j7pEs2Pvz=_!d_8kg7YWD|JwfFn%^Gy?SbDO`0at;9{BBn-yZnwf!`kZ z?SbDO`0at;9{BBn-yZnwf&W_%q}1?#Ga%V5*&OqqduXzGG=-I!t$nf$g{No2i)T4;9-F)vww`@$obUiYh<)ayw)G?w6^O0cJQQaRXBf(*CEBd9Ye1 z$v^aB_I?Mtqwv@JQBZ0AnQKl+$|C=EAg9B^~Rd@=t1g=(9v zxudJ21E$H^S_R`J%$Khx_Vo*e@wX4dZ_U=$-{d83Zhth8s~H+%K-r#2+zgAqKH14nhvG8XPyjWD$$q@K<=mq6tP`h{<1J7vl0)*oD}{Vwtgg;+n9G zVw;xXaf)lkV-?%X{he2J{T;eyE^dwv`ZkW92VB0>EBu2sB6=6b3;n?3v%ClxpX`Of zyg1Gm28d$mT!8w8yNF}EEO;d^+=<{g_<``3y5PsdU+RJ%77KUbz(mI{G?*Y+Si}82 zR(_%V9x}hsevcfLzZp3T<9`u3i-7SXXJPP9k+U#>fKkktxWsI_aF<0QXW>o+$H9-B zztjaka{f{m{K#3j%h$;Hg$5Hj3u}Hv&M&mzBj*>|?~$V=rfgwmuj_Ka%GSl!!Ftg- zXJPy=B4-gWe&j3+{wZ=61`sfcA2|zmStN26?nH1L{K)xBUGO94FLl9>oQ1o5jhtU- zFp;yc=11iGLi;^(7S?inkDLSc2Q1uN934z;Ex$*N;E&8hl&OfZ*rEkLOZ^EDKU#=^ zT)6B+tlWrAGYe!UVz>wvzF<}&?m#d;esnAf$B&Ff;rLNO3}1?ghy_|P(LmhF@jd%2 zp!psJ#G0kwBjAwx&+M=HCHwd|{vSAe=6?agXB{8Jj$<5Ou^vm`0&L?$g|N^CnZ^eb zjEm3mpF;5&{!=JEyZBHh46_6+7*_FHmVRfHp!GYO_^mA8nRLbEfCJyJV(cn`=qmmh zwQ^w=7lhz*_%mb~j=`Us*J4RofWM!CI6@X=?`J5%nE2fN2@s#TKLO(N_A`(H!`ja> z(|4~sSz3MfId)}D-3`$kGb!SoZqi4!WHOO3OD??euyrzh0yDNpz)dfQz$;63qe=l zuD^xUxKeHbdKc<|EA$s+d7&-@$G|81FLc1?{4aFCr+%RhY?!Nd!FEg_EY!~Vi(QDX zEOUMjiv|0Aj}F3B=ATE$Lg-&a$Dcy+qhlfHPtmcEnt(aXcz?3*@b#P)iH^T;4E*T$ z3mx#I<1ci;kB)^pe2tC;+cD9xQ2USQSWx#pIu_J@j}F3>~g$3k5Qj)5N?f1v|@bo_-5_|dUYhp*AGU^^x{7Ha)>a5X^#Mov01NIAI&x0y_p@S!4UoG$H=S8uQ1>^DFk(Ys{ZfzgS}~ z2*GFeXUI=$%%7Wa3z`KO{TaB(8uMo;!I=0={s|DD#XkY!Gx#&`>lzbJ#xVD@%tEj$ z@RbFY?~MJ7`>{6twqE^;!q(qJS0fJdi?!(j0DPWsfS=Z;xJH7tB&P3A*%=4JxqZRw z4F@C`51*f3!tmMoB@CY%9E=Xb3{GPBKIeU1yMFa9b_Gi0-5-b*KW0PxIgUt;@7W(} zX55_iqly1dm!{wC!ntZepZ;Pje2@MDgzwK^fbhNf9rVXjBz7A}Nl0v{?KWaQ-2ZrZ z|c(qZbB!BKHm($Hf85)Ke#nWdq>#I73aj6lYM(CdIq=Vlb>py5KQikPb5Dwcafu zkB3^*K4nRX}P zc)4n*Qz79C+8xc+QINe_!GWurS@~=VvR}!$^q7wYI_1)Sa`K2H5(`=xO?r7dYVQyd zKAaJOq;EzYk@V3=hLlwyFS~tF*7+sN?6naZFL={=))+dyk+8XQT4TNO!0#%T6`P(gRxy{e8=1<>0I9`@Ce_N8lL0!dZG( zT^J)L);r-|NwB4DqnpsH$peFc-)l?i%xy5r(JUe~OZOPXcz?_j6tMtc0Y=d4;)l9YBzUFqsxvx5g=12t6la7%S zzo?J0CZ_`Z@_f-6w$E!O-4NoRqF}kOJ`852XT5qN8V3r_HhSOZ3V=KIEAG|X?F^=O zjju}y4~B*+ZzmcQ(m_((=Mtf&IH;9zEK6A{7qnESs0#QBL!&Q~5#&oq!GjvdAajLE zxLa1WR$sCm%5dKQGjAp*BJ+-Ac+}9x2u~h&?Xg^rd&x!lt6QQpjvi2vhr8o zmFF3Oj_v6tFHzA)p2`%A9tFNgle6oJ8xCwmYKx zEyJh%#Sq(&JpNz`2@30p+0(6eq}%^#TTvHvNcfB3ZaoC;ng{3!XUe7kbS>c zCNLb=dB~>_2s=5;+REdCz}?Lo*6c73g?yD8&)9dD0P+SdGlp|#k&fNrJ9{e<7ca))nn@`Qov(kWK6Xj0r`DC<(ri7Dq zi!)kcMb|5H#sQ6wxmGCeGD0s0xL7_LMxj+;Ds%m53)FLZEG+S(9};9LBAv3Sza`Z_b(6_Ot==yONeZ z;FttU+*@8IOKgVe4l?BwB@|%Is8YgPmU8%@Aakdq>lM&{K&YBCPz7EY0xajG#6aVg z$F>2TDMlug~xQbUy#LpWjgD5)K#DQ0$A#{DkD?8KV8M^2Q8>b)<~JSov)-McnH5 zu~<3o^l0|hxs6!a!0wi~Yi$KqCVhUdTB5riD?3Z~n>R&DVC9jT3i&6`5!H5qdlR=-bVlS3s%09H2HEh^_}gtM1MDz4WfCl0Ic zRGPlWU@nZ6-(3%2a6y$=`FMO+otkL_R=#*6%5#rD&fY_z+~-|#aQ3c!`XZw=c^ejQ z$*r*c(8(}J#Tn+gB`O&xQ)lkXkP3jBN86X`=emOA>me15M?)a>f!Mi$LwVp-R%AmJf!i-e=Ff6oHLdT;3ZDDM3t{G*8gAO4zQtMSlB0H@J}Y@+AMw1~_t2 z`Jm9d4}j8?-f=nWW*D!$Xa2(~D)2h`L6X(PMd&;#Bz;n<4is%)%0pkF3_p!r{UV_y z1{f>$9pt=}f|$qLLTePQkX*@U3#%`VD0+f*!tIeB@?KM9<~tIBoC9mbqpS>3wbLEf z`!s$iUa4&*HMtU!3cP$R>qr zJw-0Q3>m;{NkG7Pfq1wfV5nL4PA+(`eEYsk8W9+g<(gETPYTjWo(Ugpsf0DYY$Dpn zI)K_a@O=3|1I%VFI-n*!366ewzI8drW*D|@mZ3bJ0+5kJaAi@H!{8*BisFDPfX3#? z`BES#iQSj1b1NDw*B(7@gyu3DYesfPh;d%t( z?oYFF!_*Vm^m=E{%=x13JLeCK`XF>%>$qJkM;JV}&B}qCEgn42q}C``4}dnd_F1zZ zoPo+IMJj2JVCWP#U@Q7K9hfIIL|T!>!;^&u2WiK1!NHZHL-Kcp;q;+tfsEs%VDx6R z-zxt~sMVK#PL8_+NcXzZk>xf(>BBq6nYA*soc{oDQy>_ z+UWzGFLhsx@M9!2RI7fe8I;P4-2zS(p4%H00!YAA^K(! z=ol`V6}xQ-D9F^-qNJ;Y1J^>}ynPpFrMjcJ`9VG0<9VrQNOB4Yt8D2QXpn%H%9Pe5 zO;CX|;cM5)ueu1|T6cglva3LGBlXzxY89xS#CFB8S`yTdGHQILN<~FATmnOMHmH9~ z#ttqcM`Y-3R;sJ1hhzjdCPngvqjq}wO_AO^(fAs{Zi}{~sE?;Xwo6J8@w<>|j&2Eq z_FXa8SdHQUcv5$x4pT3EQ29ik=jsd|B`QySObdq6)XEZc*6D!4+WsYa76;=u#J^8) z%mufl)ek(-7KVxJ(Yi^bq##Eky^m445*CElZ>lkB2N(B6bJ6W@fcsla+uoZ7&w>l!)^V8CWHrr8Y9glgXV+4x1wINGfT_1&17DTaS`l1iMLH?O* zf9Ko(>-FM4ttYH|?Qhzz4#(yTmUzCy6|K1ZwUU&rCd45Gt0&+1c+lQ29xKCFJ96(| z6v4`k>zET(xL0B2Zs*)H(V2}{ne(tiz#X;CSULMxU4oBJIaX%6kQ%(#M-?jvu`a38 z-k6Hbw*v_uTE>%b`POc3)y+9aoV`=sTS*icarR1B?r`ps#M#S|>vL0X4bI-COe3vo z%zXbfmw)}SVWJ${j;UY2NhBn-kHs!rQNr0fNS4ig2$Ro#=x-D!7jJ%sv-d~)kI&n- zhcwR?M8YA}Tzl(h383f3To#2;5PYTNmXQ3!1*i;iU8ao-g`?Xx4BrgO1lh4xiqBf& z;B8Ge@e>7k;5IX#LV$!Av=Sjv*4R%0*k}a~$SGC9j zQD}Xho>}2C0~8eLrC)M90F{@H(+;L9qNPPjU3Xihk=w<`8r2mm(W&fQUb^vV7@l+{ zZ0F1gnEsHt{{7`1xSy@THD$~NG6-`FLAhS2PpabCcoV<}o@>HG6J9~5=!{{8&Ye)6 z>)~O6CFRgxRZ-Hb?=6Vxm%jLgj~1QgMVhbg1i=2w4v7Po$k6B7nGeztZh!Dn_v$nH z>i@5wh6W+z8^$AGItBk)3eyBIlW~|=Z6XkEw()Hf*x(A%d=2*1T7|+IU{h8Vl?fPL zg*xxW>^FRI+EX0Io)5HI8;|QLh{1E0tzQN8Pyi#|D=x3)tKexxpAWhHo#0^SdCj|9 z8=>Ix*~_0kOoE_{XTe7mr62?MrHI=7RG_-%;Rm|ea=7Nb@Gx)sRe)IUmz0gFLVxDT zs{3!m!Ru9yH}$(R&`0tY_a=MokhpOVm(#Qpx+A$(G`?FGT|cwth_HPW5=8y^vuAc8 zZi}6_wjB*X>cV6co9h+Pw4>}vmBW!xScRMJ#OVZJOJ zT445DLRdO_mt}&Up3(IT@o`Y%q$L}(WggJlq59I1L=5tY9CSX32@q6>2$i5Z>vP?%`Xr*VM+*=-v{qJqj>L~ji24!T9%8N31WflZOf`4iS+Fl`C_iTR^T zfKIAgrIumpav%^iwGQOMLKO3t&*06jOCC6#s#Ku1p_y|=2$gqA&9VrwK{r7B>^=Ul|PFT{; zR_BUA0sff8{==*w+oxmwWM~zfHI`Z4?%WI7_%5zFzo7}XmV7Q}Sx*7;DU>kfo+PwA zIhkcw$O<@%bxwVDr}~`<@4#2EKn_CjG1G}Ko{0(9~hDI zLakgQY?cq5Q8kIF)rJW(q;_(6N8-U4)SA=WENgTCEn#zvU%E07@q$s`1VKHNv%2}B zUTq{y*O*94pHBd@p9XYi6@wt@{Luaj>d^iIHP6!ty9`nx@gFW&DU%s3ekOBB^{?}fZWU#!e3MbpjBHZ zSYEa&qW|^z{h!X~|Mv3}wWNEJQiW+3aQhAM zZX7KKuZv>w!)Q#1*%Vh#Tnk{knH`6#Czf53f50~`Aubq(YN0R66YCF)Vr0A<`_Glzv>rX2;V~obG3Usc$5P;4A zUDvEIWfZ`AyhgJdlW)PQGC|%%P{DaQR7EccZdFq%pvTk`JJ;OY=1~(09pkEUu6)P@ zuJ;dWlVa{4Md>_ip?sMKR7)t|@4)1v6KfluF6*TLXB;V~cw(zyMMbZ^BU2Y}=Y4bd z?Wsmcvub;FuKpCTb$a417AFN`6M3WCRH=ZKW9^$4x)o48%)j4k_$oL_eKVwbs~RM8 z*d|?CE)M2n{Kt)1GEsfS+nlovb|^r-G3DbLXEdfYwq&A17tv3?Z)hHfLMc2oX(>Al z5KF|n{Slb+o8d`2!`Z2bqV}x(Xg3fEb4C~xHajK)yO&#{4{iv87qjbJIybq3(5;Eq zKKDYQ#4eRGYr$;5+g#BXekBfmsd!+TJ(dUfpT4*9B^QHsJs&>{){=uA9a>ArG4+xr z^YPk|?q zDzJ1d?~V>tg`IRB7en*Jz&Tgc+0~JO7{_N7daCVE>GY;S&reS1D%Dcwhi$sZTh1?r zz9kB^b}*ErDH|Xw4=UZEssNI1EFYX zpJvk133zRK>^-%=|FM0Yjuv`M@_G?o4Zp%b7M?N3rHFrYXBBIf&YMfAb zZ5QQXA$_!lTVCaeaU@EY@_(jXZ-|h3(lOy@{%C!1ozH!pZ7AyPO;)k!NGQOZN^zt) z0dUKQr@Uhhg72Sy5OS??0nDq4{cIgV;cj^vPHDwVP~PrXdIPf`IrVy)tJ^0J>~5$) zYx_iDQhoUT8qEIBHQ5d~!FQPR%dRax*3bbAhT{W`*EYhC!*1>UUXx&T(<6WGQAwD@ zP=5KkJ|*zvIht_0vm9#Bb$nV~SqqjXD@9RMsKQ4oq}-S0#Q?dKNQ_WX2AcPYJW9U8 z4hcp8akf4ubkkJ)_7+23#5U}{?nqP=s+_aCxn^(|(rLJwpnoI)eb{_>G~MBMzWu*m zFaFbdLeV)PcGH0QAETUObh)Z2$!zfXGQ1jk$#!{RS{ z)qcu0xP+ByC)xBnyqd7`ht-sU(XCQgSw8!@<>jlm`vJ5~M@K33)UkTNxu^Y*cP2L9 zcC&j%exAnVTbEv=s2NL~y_?8gb<4Z z#ziK@Ex3HUYd&JexE*J&rpBti+q|i1D?4!Zeys_9{#oZUIdN=P3`Bchozpy< z1eUFo)t(^m9sRq-@u%`8bkeygDsIg=! zJ&`2=X=_ZMnq*S}fkb)gLCIRUaa3)W{PR2D#rk6gJ};W#>!c?hu|3m36~$$yHE)I1 z8doXGis?WLZ+BDl`fAv^>ZsN=iFz;*Zfb-~RG{U#L)Ryh#em27y?1$^r;&R_`-9ih z{0bwC#%Bct^O5;_&S&*~&d6Bjm=LF$Co-tM;+f@Rh(x@nZTqv+(8G{U+gJJKsFv+H z1>^B>G){3Q)$q1D%Cf8WzPdyQ)t!>#ta>Pk=E7f7)!zFIw@j_nn61x*&v}X}lg9cX zYi^tUngCB|aKu}AH`^f8E91D_x^5f1%O|#rdv*+-I zw>xrXZiQtbxfD^8bYO0d<|Hj^HB^C|ceeV~0}|7>B#zgV;a%C1#{r|FV2*=>WtcA? zo%7qozkRg}@-ROWwqD;8sdFxWc2my?`JGNWLKd8cI0mO&Y#v>LT65DToXyuU&)e8^tk|dmGppJo zY%%wfy4a1w>&f!b?i;4h$kLoq#`VK>3GAMTiDNFohQ|>3?cusE@0W&5Djv0&d6*-^ zoA;>(J;Kq6D=X61#;K!@m;lFT{4r4cg{aW>OG&_LM1$0iDFohnXR%IK(E~I|wLjx1 zje%CqY(Z27`JjK_ldcj@fO6)X&Pkcq`KZ29mmMPdKV!8%>VAo^d_M z-@8+~5>sElwB&Yov=sxA+`(~qLitGV)9nl73N9#bi#>g#rzfhC=slbeZ-l5iC8-4t zrXkT_leXbnb5woeMpg8_a8&d>?5)y(I$|&}c$&U01`70_NYPX;06x1M-^6-{K=r4S zW%9|vz)XT|YkW~Gy#9%4!!RfZIwn;$+vQT>sHKklu8}4XZoe~2T|yF?dKyfV4zPpl zfSIJ3XSI-iBs+Dedk}~eJaHKbzXi{7)FxB5P(t8t(9XU|9#W^-(hexB0u?V`-rMr9 z8h+U5Y1+Wm1>UY3JS9A-0&h^?zQlNYD|l6Y+2U$_9?}ocuh3u)L@Vv)*DAz$qVP|A z73=1$(DvO`GC7-0AQz>87_9*pq`GZpZNiNRbmtU}6|3cLB%48gR4OP23dQM1yy-~- z43C0a4z3J=GwW|0`t-&fywoaEs;`TIeN2PmRO0y{GPbg6bZH8_^_263?Y?3VB*K=S zJtqO1mL+ezx`P^|TIjeo=hZ^?yRJdqx_3btoh3!+wp&ol<#w*Yff+D)ytPvw%E3|L zAgK4}zwb_KVz5flmq^HEVE*1ECJy_l~OhsM@McmxRUz zMHN=u%R1zVW>H>rT7@B6wjzXu{YDx({hZ~dM29&t{Vb;3T_28m4|sC6v1_3J_4)mu z&gcL3^V>3#XOUkTjjcCSZmvGI=BMWa6qj$@sa}H9zg%;B^HbSmEMD{yhy907;#k>x zZxGnXa0M$TE)_55tGS7lHJ|LCy`;4jE1OYm)GTtu)k|t8Mhvc5D`WNiD>X9bn)47Q zo&E76cko?W=oHSLo9CBT=3fiO;&q~PBFvY@U}X-5=mYi_aQ0H>MoWfeZo=w08~YS2 zJ8|~DUN<3?i^iD{;cfkqWE2C64h zfH-5sr8PVuaB{vWJTu=LxCg7I0^V520nBL+6&8ZIeOx`ayOQDB`GEj!^E04QlEo~x zZ!^4p)MUkqRAykos*`X|y%s86-@O{v-Uq$FIVdvz zZptm683@z!ih1v@h6i&)-#wCV0&ZlHS*7b#A!qVZ9g1KX;A&SNwscEAYG+IyMHk%A zv7;0xO6)z6<>B}P<6L{tE2D1V$i_6plBfQWqv8NMSHj)Kmlci-ADwUPbJ>ovI7{~} zjfsIPdLuqQo=E~FU6(`})`dVLGZsr4IuGF15XjBh9RsJS6Zg<*=YzZFIBIQqQed2< zKkwd%Vo)M|YfDX+1Z-V06Yj)94a~2z9HEJ?g~1`D6#Mtx1Fv#()@52)oYQ zqmz$pHJjw`^SdBvu?fvD-kwO5`gR*#zai47-^+8ME)6vXJ}mCOZH_WRiaFh?!;#S* z(k}%Z8i>T%Wtp}&=KMS-W^d>ugC|0_SVAU(VYXPB9weO) z$o6}c4%Ix(c$MzP3nL2tVR|5&SpK*nmH!l^?d_voGLA(}nkDZp-On(;`Z(*-{ z+0zU!iMq9Ho}LCLX#68ja>&6uejXjGis->Qt7nHp#H!&NxjFZ$L-k-Ti9Db@Tm_Po z$650qNincojT2FXk%ONp>3=d z=*_$J1N@EQXk>@$zBC^Vv~rL0rqDOhaJt%&^9UwB*XmDD)|muDos>bLolm^LzIT@y z3MgXW@U`&yoo5OF-Nmh6s!%etz0esS-z*vX99yewVbn(QV zC*n+L$Z+z+6Qc)~sP4iWA&IOo6xg_ILefhMB|Nqfsm0V2yytJIgoY%65Blw{!h^wZ zixm%jVTwCA!nmz}i&G4ojJv_#@GK8BUJP-UeUc2rs$y?fQx*f-mTjNcLkTG9UJ~{8 zGbMN!+V@_)f>j_)4 z{Z%4ExcpSL^YIHh1B&C^2=B``{ZzwdlK$>fozwPK7z^l=zF>)VTqa6 zEUv)WyFYHvu&yG`URh1fmHRRI><8Yy4m2YLoW1Y8jIKF5NMrTF`?ESsGHS8%GeJ3z z1BSP-a!p^>_O+Tgd!;|z54)C7jn&We?5Mx88E5a0 zT~{YHDvA-Mk1(?&@IntCsmSsx`lC^q{1HkUGqmamf52(u0wk_=-!0V85w+Y9JTqdL ziiR4^s0!8@qLvh`m5G|w`0{|yBhV)afX7b(hz`(^iwkopb7Rmm%# zWZVmYyNkkZ3C_QU`Y9%lR2%eQ_4}@t&2lsF*iH}d%)=5&`{dt`i@5wp|ZUL52_Pj+BTK$ zgv>OcdQGBSD>Mprzw14)^663VzAH^)z#sFx+=P6j!p$Ner*1#bmzD~B)@CzP2-Y8#n582>A`)-#VSdjj~*s`N@`c0mE>ScSnhQh2|*Zkbyb zgtnezefo9Gpf~R2-HPe!(3+Bhp87=#5I@6t(%DE4wiG3B@0J3)2!0nGRHb;Oj`_0g}GTV(FxdPM_ZSu0A%MnRP<@aQ0q#~}(`!{R)8Y0@T z+e)6r3DB?g;)%fiw2-cD0t9vq=s4QD2Nn0zM6<^S z9JeEdHqoH=F(ZOI#Tpssnwh~Bx|e#U_pZZjY>dV>Uv2>zS-KeqVLeC|ufh>oE(bJk z8lLF)FGd=Dh|vH zTf9C64#znOs9sHl2Z|p#%C(&aQLzn{W{;)eyEhi5iG>V6XZMEIf~iLMrGcAcoc;-* zSoTced`%bRE^8sldqoN-n*?o0WDpzQFL7={t&iXXC9Vn|5bT}H)F+C|+mKg`4 zJ~&-*T$KO?>)x-}Jy;F)(?rho7pKDGd7o%_MytSb76E+&Az65p*WS|hEgv``;#^x; z(*)s_X5Fj(B9)rKpuC0B}a4%-C2uN?0D`HFVi-eO1KnMKkyy18cc=zZMNq(shtPWO>eu%G4dUuJ`hTR~ZgzErHE!VeA7H2-3K0Id<8a z4M;uo+Ve=L9uDd-XcevN1l}>^dv0p!!R`8rTdpV~z&l3!?#roSqGQCT43rl=`(d*OBbYdx^6Uv_KBGTZv~o!331CgVRQ>UD7i7Fqzlwe<8RR&p z?*I%D6y%t{N4J*+B!%ZU4k=;I5Ag(@lWPULP8Y6i3Dtu=ZEI>gdgZ}DDO@8sT8yrU zslA)b@8GNJIz3KTn1kW6I)HUN^0qd2H$}DHDhozldQ-YX$Yp#CPCDB?B0+W$r_(uX@>OQlDRt_EkHs~9CpksaY83GXHKSj zrJ|>>wsrWNAv&f{vvXNi0+h*AZZTEP1PPe!ja4h6AZ4tYK=8ajc<5q9*{Ko_>#`%R z_)wOBFBWquDQ8pRLC-s9bnc!7yRUvMf|%!N9EGp%2z|l?K9ppieXzL^?s>nG??O*M z*wI=zw2i9^W_@6lvEn3$agS9xw8#*&I!e0Lif0*kvN@=6gT-}tA%*d1xMdsA_b9cP zqSJ%=s|VNb^hY4w(}S=1HB1j(k^@Q7;}^nWijgYa3zplIUPxfH`J;`1KPuX55!EGU zhE&TQ2;7$~K%%r~kO`Y3BGIajP?JbSW%(j|6~+yI=iC3|_2NIRCx%2Tyo$FZV)F}i zy7I{|d))r{Ms>j!Q$1XMdtpC4{?O(a7VjCW=D49r1}jUC7Orntasw-C92jEX*wBrY zZv~wYX?8_edF$ERewsIMzu%Zxc$2xvXa`nrdGPG}4+^KT`F5M1t$H67&R*p$j}mwB z`4m&&A+ zFV0>i@1wpm5NEICdRLoQByT3dQvU1MeYCoC_ZVggZ`Nt-~p_kw~ zLqIT4UB@pX#Fh$MweHK`H9rgVVd~~2_8iF7@@!*X#YHgDQ#LB=t^f<-o)?9lVgu4S zdk=g_=z=?#_XKsF7y;21&JXN+9>My%dp%;r8KHP_8#iN2Ub%X1?Q>^;Fso?`Po8BprOx4DfZPAT3=c=l+(kfP){aJ6RJ^)JSN3x zbZU;ETbqJvJOq8vjWW`p?L2!?fRPOO#f;-9A}FzSZ?8F0jWj+l@FWLOyxeq{Jkbp4 z=zkgLQs0Bt8oj5b&OnH@bFE=b4i(yww!u3DoQ5XP6mHU87>49qB(JsZ4}v}$R;_*z z^Z^#zUKKp$xEHS6#B;cJ&n!%s>lh{RH~{ySo^n}E(~a5hpL4LXqK7v*i?{ZvbD_5z zdXBE8O@vaso6K#rm!Xd3VWG8qzW?6srH|+j4lti**e$B^sMDZ!SDH)eXf80=p}L;i zGYLLO;xxYbEEvq6c`}{rkqS2qeAX$yc@9j6`0j9*%zIq2pD94ayj&|T{Z z6QwB|=o;*wPCtxUp9&7Uzkf6W`Sh`*d2 zn8sTMFH38OYG=|F$+GW*Hi=;V?U4p>=s*^CjG7YIHT+z>8kQoRhv|-2#C_0E-o|au zmiqiZ?7e4H70udvnVKn5)=?n zf(QaCNX|h(fp`DTeGmKp{d~B0-F5k}XBAbm=jrJ^^;B1P*PtT-^Pqs+rf8<&Qptg3 zGO{ulNUzzpLhcsL&qPPF(e_Wxw@NdX=thCT)YL*U48;*XF@$nJ3t>vM%AGhUcFIUO z~G&|E@R@moz*aol`MGv4~xFay;@+KYkE~hMi$z-9b}(pr2@%2 zc?xgL`(fZT{fG0XXF|FG z!obw{Ce!pGkQTJZ^3zctR%TxHU#yn{k^&zW#mTv<>xm@s; ze|L&>Lb2#-9HQL7*yczwniv56Oe=N;MTN7L(hvqno~i$1*0{+R;L zUZ>>k!l?p+E-&04>c+!cGWOk4r&58EMq>q1O@v|i{%-e0n!y=wYPGb#*^r@=Nb723 z2au>qta%|J3t6vgIQ%`s2L9TeGjY@yfHFKiOrZ@cV6)(XuK6Vjb8dv`+LviPNazh;9ai*j@>#mp6nR@k6Vkt2!V+x!9pCj};#FzGgqu`zK*O_cS6gNr$~!pt znDn29`SqvtE;A~@*i+8}9tY5Xd#{7zch-6#-W1D%YUD7;vs*r3CpUl&!uNNblI20z z>7s^2_i_|BJgI&4gcrJ8Nfgd*?uD)!hfKe}iSc(+=UwOCB_qi*O9RHItP%auhlR=g zY~+&@wu$$~68%s2@BgVk|KHxevET8ApRXq$^M5!0y4?64HomC)b3_$ph|MqP+tb=S z`JQ=f|8y1Kv2qa`AL#%1CM1%8%`YTseaz6X{d#O4Yt4Q(Lm#^ypz5`w*`9aLvHp&4 zMO$II-m#o5$1;K6RQ6wdh9NcQO#INMw^+QI-!yF;l;e)=nM%7ib&9cg#rOkO!(V0{ z>nR#9nkgJ%@iy~#U)WW}<`;0*BE~H++3N*wR$V;^6QI`!l#_!N*M^wr9x;KVh3*!nkNuF4k08mbUT)Nv61oYWD@=WA0d}K<1 zGd*4b_R|=?n@MEDv{Hwq2%I|LWIn1^UoH!CpLmQNUZe*58R@n~?fr1{y!{HLz#MqS zq`5IFG!9GR7hbz8pN5Od+WSKXitx3IJ#~~T4Y*ML_hjKhFO;*1vp!ie3?ll(MbDft zfFdP!te^7bL3P0Pp+QJF+Sk!1)xgAUi*3Qg?Ki#9nYsIhW=~C#v>`z&?W<%Iyxne- zLu`!_UcT0<+{{My?`=AMys|{era{3(zmuU*y>)I;bq-MSv-_YK5eH2o?fnN|27!CU z^xkDOiSXP5+FkwK3P5NfEy;kN4aZt@M|UP`!P@LZT&a;PJWH6LTKj|wsC&d+iHq-t z{cLCN=#0;T{XVgf(9dHq*+ccPlu z+QYyYs5Wa=>SOj>*mcBd$b$xkzF)a2wJi zQyP;|`u6v994Twm*<-hdv!0DkkvE^YyJCs9zt#CWdM86JS0lG(+I&D^>B=$B6$jgX z`~QiTcnn%C|JqSgCqiDW-Mq*CshY znPcqxAJ;gTZ(01}opBJLkz%+jx0C?2>dpryQdR&5dxGZZKUt7vj@d{bW@F-~o{+8E|Hrrg-Q&go zG@d|`=IZ#pDaU+a-XnCbjRL#=j;A}I!VnjmUr@iQ_3CkL_Obl{uOS;Vr`)mZDsW>o zJLLZvuM?G=-OT@Xtk=-uKTmTByWh`c##UV7^T%Vo*{kN*8Un*(S+@06^n=;*W4^sY z`bBud9*bA**K2~`#cu!U6Kx*%fGOEYx?C0S%S8~vHicsx&O}xue}o?_p^Ms9x@+m zkKvyQw|l3D)-#}u@iWt;wx__-^AD$%Q4TEB)lIQOjbJa{J-lMG1S*ix_4-q`0tR#E zXtO>Qc$i1E__mf6w03&&ZjevF-xF1je^hLP5}^e`r!RAGnCAD`c{X||&5_-vC9Vc1 zvYNy$9Wj9d{khAy9AofrxgU3F(ljVq*?C)h))LBzhVq-zsDaSk9*@0_O_VtMj+^BV zgKW&~-5J??RcJYoJ%&KQ7YUl-J5<(spslXjM}sAXsLImylj&X~+6?g2KWUe1}74 z;QI|>s=NSZB+cgTr<$Gsje|n3+_XH0imy9#-7NF|S3hXp-u~C`<)0&iKZh!RQ9hIj zW=%HHt^{&)NA1a%GvV_U@5%d&F~CJDbz6yjLUF&&+_n@oQs~#g?#9OWDh`LjweVpX?%VtU^ym zPrd&=;fr#sCFCOpJ&=Cd9o#@2Bjm34=S5pZ7@FZZn=SN17x|~Wc`w6|f}Vtl(>=Ig zg4l4Sd0zzQLoL&7jh2TMpte9GF7ZVMtcr`AkqmhXUPdXYpSzp`Z|5yk>dij~2=C5r z#+wqjNNAV;XYdUWI`zOtG)M&+|NLDLq|XW#Nm$_3`ft#mM(5c@p>2TkzGvla_#CwV zc2iBvhYo&B6^_hbQ-u$S!mo^A;=$Mnk5udauh2n?SdN%+8u+|=XeT;p0c9@AQ;gWD zf@)RIU~QEuL|7b!L-5=O`F_lvHTU;G_9x~!I4IuZCmN%d!%DYL)aS!T`RBba6jTCn>(JPP6PZv#_T6ZXd<@he8MNWE7vHH=&mOpL$@7>hk*CJYGD@qpdM(9^t4dWQx4vTA+9i9dXr*&)t z_$;9~}qVWT8@YUKi7UrS5leWMxcHc=T5tt-S*H$ng};7vEM;&csO0U7H1wb~;tNW-hSS zoP3u?n+vmAcQJBk7zb zq2A+Q9x4)icr{7oK!kD;u4TQ9bLV<=N@VrmJmJIoQhA5a53gj6Bh=J!M&Jbe*+F<0BqA0Fr+ z`Kz1wvLPbQs5CF+3`epe)PYYP>Y?t*SyBem6huhk-I|G6fBiq*zyGKH{C|7!stw>oI47FPo{Rj4#1@UnKBKZ+3#eX8N>frdDWdOF)o zkjKtoAB{;kVq4u{GMhF=0v5~x5qc@;(HCWxF1s6uKxVUTs3#vfZUpvSQ^5GM9g<}~ z-b`5P^NfiICkAx7q}h!;%7F|t(N+$rjbKaYjvGIBDcnEl*(s>q3QlqSHRYsNg{Vrd zT;?1bXyuqOaIv3&vw9s%equX73jRzQ;hKj#Ru&g+dgx&#*p(@ESA(K#hcfn|%wUW0 zv;S@PF{tJ8yNZ@(24wcxO@=62!i(yADW|*D0H;)|fqPUHO1j%;LRRF9s577bwfW_N zd^_3l3kZzRt#W#@XH4O!LGQJZzONoiAs<|OuAPFsOAGzuG5&1Lo%S+YWiUCi%5#R}^X9f3^z?@3qT?TAAMMR>{}^4Xb$Y0484bNVpM^{$m@g%gzk4ewu@4>`(Z$TF}Fx5T>%9)2fi| zje9X}I}>YVxed2n+Ez+hU{TDmT-&aeaSUuHQ+8!y}xc-g=mWT{qeGW zF=dAy=M|-SptVyc1nou*(Po@Wp5bH|`gJZ{tdm_2iK&k{4Jo7`8>v)bJ{=PzcilRy zvNsQU9>nq&pQ;9krHpY)Cj(w0F{%1L!#oCgX37L;YqqOvoplx-Qp;eOM8_p{bdHQYSr(>YFfai*>06=R&}t!&9(h5 zuL^0Ox%&Enb07*Mi}KLqe1yIQ&btdanWIqk*XQikL(z!_&xguq4G?4MCix*=3bGdr z2YGon(7JyIJNuJ-n332>FOXY-SzjyO-rto0@5(&4F35cfzQul~n8x&<)O1Zm%$Y_o zXte0R`?&;a;k+ln-FgGUdFtc26;)uqNMWUm6e}oMc~8Mv^bHD=T-iNyeH%Pr%4RnV znuAB==e<4`)4?}vHaOw$RN+#LMCr5%6KLCN+fD2K3jI>wk$sn$2G{uO#sqpSV8RwV zPJyE;Kp*~id1zIk%d0en%RhXO;Nt?@b3q=6@WR6j7wipD54E})Rc{#j8}^QIh77~E zcYnCh5TziyUL|I>WaIzi+yCbA;(r=Xcr1T>E+AZR%r7_CbnZm;V)OS0)ditA47tbp z=^D@GJAI|c^5S->K=TZikLZHiykBDW=l^@i9c8Fonj5%qEbp#;Y!_WpJC;RMD9#q# z!}9aFn(oOuTB~FIC;GQP^*>K+C`P?>^ZzsobZv>lT@t(U&U%pq9b9{c!z(Xb@ zQ!L&~C*p9t%dvQAuh!3t)lMASQxMrpNSMzb%kMu5_uzM6@s4UUl}!g@^Z)6R{EFTA zmdE!0Zuh^BjbV@c2{)?Ya>Nyn38N<9bQnGJ#-tR!a6ilwu*?E4l#J~9ILl$&-e*C@ zr|sZw_qmfT;tg=;q6eGnU=IlRCj6;RNFN?uMyl~m{9tmf{+V#<5{xVsV81tl4?neL zM(*Fhy#JwU>Fk?%Uf5vcNEyMP4{=h@WK*?pgG}*C&I1Gb^pPsfk(>Sj^`=K^;^GgtgIOUd(F8Xh5QHV|-}V@J&wq+%8lq(Z0Z`%nPNSc^AU^+4in~Y@^Zew+zY*HS=K+qQ7vMGOi=~#=w?OTDU%cRJd$@i!=;23dV{ot_`dp;02GP|^5Qf|eKrLZu!5?tE zQKjjtxrP!`R8-6&S9m)R{dRlGRXwJO3UHeI=(HlyOG#ey@5x%|`DDdN5?3u`PL(d< zx!42P@!``TopKm1bn9=sQWaR;dVE=&yBxlzkxnBn9RzxGv~`^$&*3yln%iQfNFu<2L(9Y!?oGzFX3EAC)6RcMo4sE1h7QJvDYmfod zH`jVMrEm#kJI2(KZY{#HpCb;OIQX!9(&b(wsPvH|nb+WjXbYtY#}Ry-B5 z7_|4YAo{tPH`0F9{OrWKD@v}WzPElS2sK6o;WwSXjrD87>(}%)I!Iurfj8HFxr1R_)C-GW*?P4x8eI#Y#DBq}p8 z`gFrj3;j>`@BgVk|KHv|7Z+uhB-!d?{`Tl19QPH&j?Zz_@rXqj%Z~Lo3wrJEtJfdP z-m5ki#1taoE$ZBrSiD9)Kri?=7O%U*s_@2rEZ)Wev!ol7SiI8BvROk+ z*z1c5XZf#^FCAa++Qno=>mOLWiPB$qHmb1p?`J%v>DsV(6TTIGY5#%6%N69^(K1vG zZ!qJ^pa1&`T#v!We|f7Et__%pJUyQaREF~|>C2ZxRvW*8>*DW0i`7l_1x$Va5Q2Iu zcbmW7h+l#y{}ji2v=PEOyyR1SHoFkqNH=XD5rWe? zucF*H^x%DZ4<#LHK45|=%GZzK+t2H|NzQ+Ez~oYm^Zht`D8?;%>L|(-9QJvg(66aM zcdKpb%c_D9rN(c+x?L~CJ|;&)5qtyTkcE7>D-nof^87|i7PZi;Wf7-T%=4a_onhmG zdB4!Nz^%7w6g4opN|=Gaxe1)mzFgcCRSNsdyhL7o$^wt7R{0*AmBXMVs$u!bc0eyW zMN4MZ0E2cPbEIGC1)-faoGSPA;cUiq#iE%2kYE#Kd$+j+84gokTs1lgujNwGd6(_N zLlg7wUt;)R_B}uRM16hug_aak8kz@aa!01GIAQ$RHW8g_&=xqw7+K`BZV$U0u0OY7 zG6sCcGcLCMHE5{qR^Zc%0Z4|pKq`aF8!^@=#oFjC{gI{bSAMTq7|b^ z7jcb5UghFv@Pf6_6bSqj^Sv6f<+LK|;wG?Q(<;|zSPBc?>W>r+W&tbHkB5)Q%Hh>V zz4Tdc+5wSYYyVH`2KcT1{#1#0FK|ty6cjwC4{w_F&(RF>1C~n{J#ylfpr6HRNC56h zxGF=%F<`O_FKK-`t?KK#q^)%vz*LDumy;Ag_EuC z+rth0E^>cwBS7r4`h7RI21Vj+m@4oDpwxLXtt4H)7&bz4cO!g=j4_pMPtWhPoQ2PHVb5PQL=1YMx8X>?M${C-8vJI0u|~ zv$Z{-UIrJm`UY8Sx_}}Vt?&`1-nWMQ?w`v2kD%Cx@R^vr9+YmWKE#<31WOVtY6s^R zp8=&G@l+x0;g5+)8XP>=9{$B*8j<@Gs8%o8H; zQ)CJTI^Ev>{s?Tt)(iiz3hEYN4W zc(Qc005rBn#=p|6iTv3L?^aGmphSyd{zHC!ltLF@X!x}nmfg0oQ{id?B@Zv#a8-T!#Q|6BuHS{<25&FBFF_>yh!6K2O!BXg?ZW)?i!<9!ypY7;w8hmrJy`C{$k-;r4fa&; zT)y&Q9@?>6v%Id_1o?&1otu32&@M3ZfZ)&&n2_eWl0?=Z$1VOnkGKBl@dR_nh38(# zY|+q+^N|Va^R^H9LK27`v(7ZkSZSb(5l=q=mPqus|))lI2LcX z&v)0qE!cd*KI7Y*vhnic^O@SaoteV1c)JdnPsSrG-iVx@0Vnq5V|x?zg3mGEc8}$u zSfan|p;){wfj>@9`C`WJ|Nmbq8RzUPaQ|5T_y7NW?BWT3A28YkZ?b_v~NNz(wxAL!gGPI5d^178KLAgjB}o49*LR zfm0RcWF%BuP&hKWT72~oOcq&~z+7Jv19 z0}sj-@P0V&ngh452-uxBqCuC6+li<}{QlJsQ~2xXpZovM(O0kZrB-JXbjXadTcGX$ zX;VT$s+jw4Ly`7=>uWL4%VVgoPOFDwk|z>7-uHtHa7E=rZ7cLjcf`Z<837ufM0csl zEMaRsO|Z4S1PCNZalfpF|0$WqFJPiVnHYk zQ|y5##|xP}Z}BpFW`g3YpZ4Os^+iF{rMvz^*N{PB-mNIzAoS`{_Ef##RaCo>a&9EQ z31*qZ{krJX4(6XyTFIu>LH^BA(MLqZfat-ICe8hN*z}^Moc=;TkT;^$8H#CzF#{<@ z@m0e>>2xq%%P$M4bLxuextA9~XU5rK@fX{Ws(mzi-S-T<%`)4+PKAqJr`UZp9u;vrzlS~mPV`Vhtqwx2eSz6t)ES?3$R zT!#{+EZwiA1R|WHRej{-g$R$R+0Tv|Beh0FMz(ohB(HGZr#ayo@@TxN#G@R9+DP!s zi?WrFPLAIOUM{=_S=;n32^CDqP{QQ4)lwEYY}^k91_etTVB<| zMRLTC!fOk~VMEthd{22xNa1DPp{OYa98y@43eIi8;bF5>d-EeOb9+B7iohLymYd}- zqPYchUa} z!#fr%*KbeG0y-Y1E$6#!Q2NGFL_C@WpSvCSPuf_)`OA~e?6^u`&Rjs4*Z4OapuND6 zC&>(N>?viAIp87HpGwbP>L|cpVRC(^>#bn*lB+RUi#%{)j6S&Igz+Z{l-1p#r(x6- zXKX8c1W5xNxDurwfV35tuaY~p=zia$w;^w0Q6g^-cX5>$0xk~%NgZv_VCQ&Nkg-3a zW+Sh6d~gH3u$D0_Zw*2W#)q-Qf(D3dPHQ6JunDHhIs3;hw1aIgE!=_eI@r;# zgHu`-dITo@wLRm4++iqXh5pIMx4`V%ovG8l_SpO~~553u+o-mG+;y@bs#G@25$2H(TtmDjbo$=Qm%K7o4i^jz}x@%P0g@6S=LWAO^! zu)gzK06U+;mYJFm(2B*Iz!v^pEaKtu`D3F)58Zw?!I`_8D!l_;nDujG!hbsI;QIwn zZMQRJz%lcqZH`Ah6gm-|)5HA<2%cpP=)mypYr4LrHv6x@+SXjfQpFM$YaA*Tuu1{e zqpAtHzuT}NswY>{ff6RkKM?I#!^}@~{icePy#zDo6`eIqEFp2ha-)3LMexaxRO>YP z7MxY`EsQS3fhzM?SH{n{LnF_Q&4Z^lz$#F9!_2M@U3zuyhxzMiZRy~8XFa4=eW4##)(_?xxo(<$ZiT}+hWlT&M!@H5=R&5C zCDi_#_2GK91dw)T?O~MLf$eOh`Wqm9mYh_!v zY?K(_JG|+(sIvt<%=P&$RUHA1u8Xl>ZQU^*J3Rv5{}$M^ZLhBgt3xm8a}S%CYP!^r8-CaZt~A))WIO0$0wq$Mulq`Xegpgnl3xDHa!<-U{vRS(sD^ zjesj(zZYunS-`(v^Y7l4DR z6G<07BwU1pry07s<1C=cg{Gjy3l~8~Z6}Yuz$SFOY`ivUcmn>KY0GPibc5SE1xNzZ ze^U=`nzBUKq4KhQO>WOn6yc;Xz+vr$7SbZTzvEjV7p^c@J2M}|pcZ*Q|E&tjs4P_Y zemV%9f9@c2EABcPGbF0#scV92MGqor6WYOTyU=en1$FR_CTZ}1U@;I1`uRu@^ZeaV z({<=q><4*NyOQrxG4;2?U!A@Bc^Jqa)H`xu_7@|5CHk@p{XxA8OAr^=kg%&VT;6=-Hi~bzu33tT1|FR2Q2cuRI|hpdN#V{$-5$2wUp^ zbL|_}{)lUzm7fyJciK6ua%ma=HBbG|Ih>v0-CsXo`Sw|2rR65X;?3<4-zYha#Y-I& z1mh2}G8iiOYrBi(Tf;PuZxpw&*RP^KFXjfH+xICz(ehyzbpaP@J2Hq z)^5O6yuUTIE+kOgmHltS??cRdJeYUm6M@biIG2<1Eui=(yc8UJQ7{!fQ@ok623KTy zCUXP!fZ_F*ZZ7g}aOf1FbMj4Vu)JTgc~xy56}NZ>IBrtPCh%U)wlJzk?wh@ohbqCy z{`$vi?ss13;iNM`p0x=o=bjtA{?H3`^;CXlnNUGL#By4;G2;#YcX81ClRWypuV&w< zasg?|B=3w)k)v+O>tpqd{3t^z=yl|HKa^r7C>bE2K$7JnL*nY?Fq4pdi#hxhx?;S@ z5?|^FdHn;wB$m-5^1ewpkQoAFUK@FZ`%l6=#Y?!;cj=+TR;{Z*EH9G1E&YXZEEgt_ zGFpc+(xA|LzTeZjy#A{nwwBSqdH{1gWL)|*9MJ?BJ$fmB7PSLNBp=~yPzPJ?tWVH6 z7Xv_6$nR@Y2ZMWjG`>dk0r+e44Zlt+{A(SQvwM34(9Z`-uf$lw(dv-V3q6+rvESZG zOz8$>-yHK@oF##d1Rvjwy*q@T1VSQH)kNUQGyLORnDt}TF;w&E>|y{6r9I@r-2a^I z6M8E+`+y_*0O1?DLF&^Vug`t624GOB;IVc+D(tFBDl7~}F~mbA<(T;A6NRnG-!T*P z(9AehP|yqQ_jr^#y;4OjM$*i;jr4fQAn_0q+#Nny`BoT`<@1N;VdCqEg5fG-dQl+x z`boOaoi$iQnQD3w^L{ejl8&3dj$C0QtBG3MrWK&Lx4fhzRF8Z@3~;0V2BG4qAwQCE zFH9Yf+IK(pjFAw>tRA_V7Ybg!X3(9gf`)h{^M~azd2i<{>+4zasFh9HKf1mN2C;;H zPZ@6qQKOV?%=hYG2@St=S#vSCO2^_j=}-rssj+T8#_I?C-O@^JUaimq#N`*h9{~p^ zba9?>s=XRtBT<9~4ob9)O zopy-0WQoTxyG*WBRwjEcMDxz^w}&QWoG_TwgEoNwcem`6;C-J!d9CExG8{<8zpN z19PBMhvgjTmfIzq;kJU3=Vu4JT9v?!A?f0pfK9kzQ*klkIvwQpYd{a+3H1GyoSHei zEWEg}&GbIW0`6JK9Br`50=>g>OBa)MsOCqmdFufYZ2v@l&`9701MUkYlG5D=J*!#7 zysLGnn1d{n@Mjzvkr_GXT928JSc|(gzHEzDy%(>|LLU^3Q?@bn#26V$+r~uL`=c(~ zR^``swUM?rX`;_R@y{1(+fLVZkYaB$uI^q3pPx!H#FCJcAATEaRPMjV2;OQ5PI@j}Yh2GlJQ)So#dfn1!GiRWyN zU=iNWhNNH-`1ub$3*I(n{U&X=RygK;v$x~xyH9^vgTFcqFZSZ^1G?m?4ZAWoSjrrE zt$x88B#P!Y%zD+MdX8Y7%Ynh@Dekt7@~RiAwseouPBKBoR3T<^C0;0K6ujdQQAJ{Y zPLkE`{>UV8fHUHx0{Wls-~Us8{=dC_7p4nBO7gM!2G-w{Y4u6id;@XA-2>hptX#}1 zv=dqS=9uq!cT4VPVfK&xoAE926&Diw*N-($6 zdUv~lV0sqUV|mTToS}0G8~;Sb7#CV!z~&n~Gu01_DY5y6@Ehl@_2XgX&LOJOJQ{5L zbLR?&@d-(6JoA{L)9>`njpOT`r_Xf|wLd(T-~TYsv2w@aoj7_j9dd8&SkLjRO~jE1 zn;#*=yA*3u*aUf9ZW-RI?E(><3CjaFG4m@uGwxAcrNGxE{#L7e9emWloO1uh09eeK z8hL5n3M0u!p?kw9m}C8H`~9XRWE)oeTL1J>E5~l_q{37cw5dud_ml#6!9Zi z<5Y4ppFtcdE=dFq|0EOs(rp2mdLI?(wu%D%>RpLn18cCWESryubsy}M54OI1 z>;_jEUpK0KwFV{p-!Fd(tVeuvT}~XC!AOo!Ii&8;3tct6VgIY&1Z`n_cQMv&Jz3l9d=0eT6Ab|ohxx&qt?udz3Uz0zyebNr%vU$!ZXx71xVis>6sTKp) z0NrtJi#kZ1>cLjx)CYbJ?GFiqR(N1g_b_5)7}zpK?Q}b1_QlqGtK5;g1awKopFsKeK_OpPN-}S$qR22ox@>ZO*@oP{hW$*Q3 z?jE>eAxymm+@Q$Q`ERE)tiju(`!{w}>k&9IBX|`SjDAyp;NNohLN|RF2$ES$Q04*Z z{!HM7RytKr#GF+@VP{A2<7NEO2elW12cPB9l*^L^o4}VaUduv~-K!JaIw3D#&|C}o zl<)nh7Apm}i&`RYX4k^UF?OfR9R@&iVL9cai8rwCJlTZ)rLSP{9A1fIn+4PhO{l3P zkOYoz%DO1|HlX(Hu!nKnr=bE6(0uXt0E$M z4;_a19$R4Qm!2|@zT%0-8g9ttsOcb4cBQrsTz_=xnNrFk-c`iB*^_?OrU|-dy_I!m zYzISyJZ~;w;y))3jXUoKihySbW$KJl9b7D&@?`z+5o8!ggapW9exIxox_`2U!F}(% zgd94|{+!4?DMw5}bN8W^-`&m|Fly+-?%5q;csscJ5_#AmOmWX-;`}NM$qz;awsbAv zJ<~Q)lEYsnC>&2^tuwnbK77LU2Akgg;sZ8Ns7IMoj-*{2@)Hkt_dyeEZ)# zUi?qv3BSCQvK)2n_&uPdOtKaqJ6>no5hl08#me$t8=iQJSpH%s*HyX4h~57nbH8*> z;ypJ1EfB}fbI%Xc`>45RnVvHa{6o1Rlvip`hzrxQBk_SPSt zuV&D2&vgUKw~d3}3A8ZzyMOcjY`bA$Q5RNrffA`%X;{3Aa(rY z^yP<21solJA3b>~Ll0*B@$c{d!7OcW(TC;R$cpMFHy(?OwWc(engybd*AaBF}{6}4fLOFh7o z!*-ZY}6bukZEi(Q18&HW$ayGUs!Dlhk5~rUsLlG6ZFQIph zV4lr`&zGnob5E$6Pi|m&&o@MKSn~CaKci;@B?kipN zXgIlS(Q2f}t)_a^)+eCqWfFpvas$MBHoQ25O@JpcX^~fI~T)&Ap7=o>I@K>boYrka|I0OVXmIM-3c-$6eHsAH^81N=}mra zy&yfOq0!4j2XYA?UFy!{1v~XwoRYRvFvxU_`Yzippm5qVuB%>xcFbyV?8GdvhPExO z!_EjgQhu8#J}Usu5{5~;wta)+Bv0lRX=XvrZDmy{JX>HVBsYibk zpSI{?=3CzACGY8Xcp>rMi05*-DcT6`k2)H7h;G=NQ8&R=KtYms<-#_6(2CP9m~&eW z4c#S>U$3o%dQ#^f-VbX8^vVr*oub81LS1s9k}(}Lw@I=7?kk6RA*-6nNF0J_{uIvNdhLY{eClaFQkbHlo`jb)9S@NY|H65R7ElJ z)dzjpmDC;`lSQ{`w6#}ps^A)F!JJ9z3lJf8J4?>D7@p2>$y|Gq0e-y5y_Tp^0X6%% zB|lDd0)Fv%xx&;2c(Z@zUdQKNupq!n7d@o|XYN7$VjDitcCDJL_~{fRiH4SCKD$6{ zR7i~A#}cMa2<=%_J{C9@M#Jk+Z3H<|~>4=j@YQj>MmqicX~erF{F$++d(|DyIr?>_WP7x|eXlgkFO(;n`KT>U4r z*EL0?UwB%@TG|(_b?AkZ4alKP*X?^*?<%3b>T*xw1xe;6QH$)H`4VDU%37Nt{(x+FHrnG@Vk9U#(>;#;9C*&4& zaR)F{xu?eu+Q7F((MQ7b7ND^v_?ztQdPI~{*U#XbfG8Su4U%7YqI)cSzsO2#kYZ87 zxZ`~fG<7<1QB>Rj-O+i-<%y|7a$~T-*_d7%ZN4%Ury{O`R7{VyJxE>vf;p01>wsd2 zzo7KOx;Y&bp1;Qqr7B?5$><;7Njt&w4|ntw;v3*9j6j`;$1Uo;?fYL!n$4*gH}@BgVk|KHxe@|O+4 zPd2dYH-Fxv{}mrvbj@0%NpB$NF`SeUHgNZu7ca$Z7_^f@-MA<%%JB zjzR#rST^8wb9`~Lr5p}dHHMx!`yPC`{dLzVzX5(4BcyopqaXZu-m-XbP8Y7xfthDo zLg3J{j4sl13X1L#;t%Qk0iji5Hr_o;P(nn;Gn$bN)|{J*VX!cQOHQ8LM=L_0n>3(< zn0*3M?;j`MH+=y#f7KjHZnA|rL7@)W&y4{Ix0`Wjb3Nh?J)kcu!qlPi8ws#f_eN}K z-wy|_S)w2>OV(~mcVsT+9A!^&6@`XJp1d;WgYX1cljDmO&}*Mz-ZqLVnBRT2C|KYH z$nfk*unI4R30(!X(Ld6`6{)>oJW$)<9WHrEB-8Rj&TD{=D_DLL; zimvekQ0^RWb$tSgTqm~sV?7H_HrtW4q}jr?^Cp?W^!gxp?7dyuOg(ygbknc;>oA6o zW=-bnSYLqY^Wt0t3dK+_JMNKl>i|sMD(Ukk4e&Rg)WcHP z3u280%88S8FfLsb=H253>!N*E<;POrDkrg zNEksa`g~hWF@8WBVdd1;^9{CHpRQB?_6r=6cIS@+E;lI0>D+gZrMs=3g+1qTb_He?Sv?XESx9=gJ|KJ<6l>6!7G&>LG`dtQ}p0$O%(hdF1ord7A zZZQSH&w3P1#p+fa8-a}0RM^hCd82eZ35(rFmWYQ^Mag2y4ZV;pc4|;iLjNCoZy8oq zx3!NG1|=dT2ugRi0dr1DL_kVFBqWp;q+5^>q(i#9yF?lh0cnsFr34H@6ax_c`+3g) zVZWb#U(Sd3T<3b%2bcFX*Iw&hdv4}E#++l0A+9|_>onnwSbQ&qywj3H!8Px$YGU5+ zf_(W2m6B&*yVPz*;c_7yrN8~lPA(Pj1Todhyeot6rg~03FX{&OtM`u4>ej=uT$`V< z_5Hxz{$h!onI`PMsv39h3m0ItR7`J?n1@n@Pr-ujPe8qXi+fAw3*`6AdQ0^C0^~2s z8Jya`1y{*0S>z7#0IIP1W7Yw45d3j2NwHZ0Jmr3&c$?;sYFEd_fI|yJjy~5hPpm_+ z$9S&Y!xcHlB`xBm$f60DTTy_?`xOyBW7qy( z`v3Iyf7xIBckKyY>vrK$v&thqp))(#HA_`=gh}d1BxM0s-@4ng1tuvPj@qSDSUTA3 zZyw<%som2&>I+Ah&-8t5lPh+A#f_=vSOS9EN9{G=+@^&uVD-7zHG#qy|KSk?Q} z=H>do{l~w2$YQ~ODsLVvU#3bI*PB&Xy;Vs}=r1zK4P+)z+xj7Ds&l;`l$0bji!Y zUk=jXaGbIGsAmCqueEqloIeo?KFPE3bPfZ%Dj#0UKFNitF}LrMkF9;De)G*`9*Fkd7d25IgR3`-T8Jo) zL;lHpJ;z3M=vwx?Gxs7Zp#Eg)JSo@(Pm7n+{7Rp!^G|3%-IHo-cEx7DLpS|2efn}ZQ~j>DvKjTidL9jYerRv(%Cz@%qRaY8&> zHz#{Ir4g>3JMVo_FZA((#+dpWgi=@M9PZE2Bd8x9=S_fvybmc&@*oLne3+0yjZ=lG zpE0BmV6_3y-4^Y=Cmafy4X%1SVDeEIYpTDT_0xchi}!C6+wa12;uk(Dh24X{wJXEE z!+yxT^oe3sj1az^wC9Tm^u~w1__dKM|H*>GLq9!n|Mq#Lc%xxzKr)@(-g? zD_Gl-mI-ypg~y+)PsaXw4rZCB?1$B4AepaM@p>5zi00tJzx1RV4u#mS+0o2{@tP-! zAJ2}#UpddB>5`5?F_JX=kWh7~9P)(8X@Uh*Sj&8;`}P7dymDkD!XE?^lfjvn2h`z* zmn}ZtmjFoTlTiK>TaW7Rw2yzC4?<_>BYo68yb!Ng66x-JeYBW4%*EvCgoq`>$&Ggq z8d+7*(Kv;P|J=?eFe^kT$BJq0qC+~IX8dh=uA>l`CJ^9?2PIu&1m< zt+~+AHPDEQsvQLKn(5&F&V?Gd$~gqB&EQy*bK+s73>|ia)S3mE*5A8VE!1Ii_JvB*n@Zs3bV5^kG$uwuvr6Pobv)A9!;Svk~HWTmi zTchY$Wt^ZbXS5bI$}JnLfih<^*TRFn(H9E#mCN*+XmKWq=nf{I+UcT`4Cy5WAhp4z z@uqqryzxuf1y+WEGdE@x$cu9!eaerpS9EP)+$j9~nd)3f6?#g~IkE|KNvo@`jL5)# z1F09f9kf8WVLlwPyn==Trp7_*~D-N46v1CG+SuE9pQc)zE2R`XV4%_UaCj;c}e}WoPyCI_gwO; zMK46kBkYH04bbG}t-8uKCv@i133{4a(#UKE`iQ>jx@z}i0!dkx?H6R~`M zpaiA6(^$SuA+#%<3|M}zF8PcGC}Od*GeJ8+pY+l53P-PYBnG zNzzx4=)nOv?zjXP4OjJpZO5Rxhr`g5d;&OgB0l!iA9Z-mHfZAyCcgnGm%U?*aTipb zu5Xgx83B6CFRH@MYrw05w?dO2$$-PoM!aauczxd}+KOf{6pigYi{HcetK1fXUBi<` zX!)n#1&Vwp^h1-|?e3l|dcPsT_l4aH{V3LbX8&0REiT+VDJ+o=^)5w3P-E7M)lKuF zF6k!1n8b^v%~N3@CuNRnrz#iL9h{3Tly3tTQrdP^taza%h?`B>YNF$RQdiY&>Ug&vW`ECNfG_no4G)I@826MKu zR=YF{z}a!mkA|NT;DfJi&xKvXzyj(v3N*}x#KWR|2CJ=LD$AbUT{Rbyl8BR@yVeBI zz%PSC8;rdwsQSwDGA(EpmZxND_r9_uB=fUG&RGNA`W6Njl#Mlm5riZ~^ltasuzw8QZbi+Ealv@trOW=1B{bv`=G5C!zi2rbe z0LEWg!W&Iehf4&NcQYU-n7-7O-pSB~+4nc>vDGmGrf3cF?Bz9}dvVWBLX!-5Tu4** zq_rMBh-J>vHxEa*==@$OpYcLgHyQ`ttlvSIT%zi8p^m88P}VU4vtF^9w_f$>mM7Zw zS;$)9l114vfPQH#4OW;-e8*KS08S+Fl;*Q~sNS=UH5vI67 zm?MRscZ6lOXAQ}=v3e`P82v_Y<<(L9=$C%-biMH-9FSweA;6?@gue(XhM3QH9bx^{ z;pJB(*!g$ke7u2F>4v}k$G?2YUhihRoAe|NY>uJ`L?b08x zSlm+5z?on6=y`@KkJvPEuzXwDH}crp#*W(C7eGuRA(roE_ItuTD=gnPS}RkY3fT6) zIR4LL9$zuznp^}VE0GjrT}}YM1%&6Wwuit3zwH|r-#i2-AB|uCZI%v8A4i^{^Qi|z z7S}HHevgG0g^P2VmP)|SZy(}P=|y1Ew&<#iH4&h7lNP(oQvo;H#*cr==?1FF-zMkF_(G9644^w9F=Jc298!4*torZOgCFy53+9?KaOiX> zE2)GaC{Fha7L=St17X|o3U&C>y*gYvw^JLD0vtL|6cvWL7W1flCA<**W2tAOR}7E{ z;rs7iZuSTjd0IIUNF&s{i@WCHhFR}C{fFSE6yllfTiTDKMX@Z8<|%!qgKBKf_zL}#a5O?vE!=-NLJ&N_xD@&=mxJ2Lr5P& z{>n~$6gS;a(jW?aejOmLg_D_CXCmNovWUl{a^Z!~0O}?`8_=VS@`S3D#0|5j0^x!?aHm2xzSbWr>s&_q5 zWc;1*>w*ltTg02A-YNj5J%^taSvMlyDba`XoM9;ZYu7tsJTD~28D7URrH?Yd+`0c# z-yShr`$muUAmp^AtwE>bhB)&}nDtAg5XHk_f#-7(@JDFURFQEK;C@M$V}Y5cs&1X< zXwvWn7j>U%Ru!j1;=qCNt1b-ySL-R=9jd3$ut3`E`KMBl?mYe>PErIqTs-7{!$}NC z?QV~?yH~)J?)L7xcVB_~^*V!^IL+|aq~eFx(M=Gvq^hWArUc1#lve2S89{Hr2zpC|SmT+h1mKa1)EMM>WK97W5`4z&MvPGaI zfJM^yYY1!0Gs=4z?Hh_nFOvVc# z;_ydHbodrE3s7+M5`Frx90pGYJ))Nz1HSleHh%lhpdejmf-uQ<@HA1lJQ0)6eYsgw zOfjAx9K1|+%BU=Z;lKGUTcloqZZ7q5Wj|@i7<J+`QbIn9}R-2vH)FEQ{hs3RUC$^!#)ca%K+Y*3Rz4Rwg@=u2Bf zz%QDQPc2g<0$)EBPyfXb__7bTUWC#I#C$2?l}Jd3*=;>5v-S0$=(k}I9raV_DAGur z$50C7gTyO-IElc|VI>t4%*0@7?b~2*VFffK8twDpcm;&o!el7enqhto>6Kf?n_%ws zpn8D164a$}k9*I-2r4gIEyplc}Ix*08=N_&cre1UQ_tYXc z^x)^C9@!vi^kUU>{<~^xR`6Q4COkUW&KHLa_>-5=M4bnc~fVZenBqJTVBt$m_ z57&c|=foywXrID0&9a@PYo!={Jy#>HBm#SB8eTPgCITm7=? z*q#Uz$&3*M)0VzIb_0!QDW-p;VmAzRj&`(~V8*l8T7uz4*#?Nd!kAR-sXa0|`-bnE zqBM#dmgirKcSDWt{E6F`@vK9FbyR939O|e}TM2h104}eSJX97Tupnw;V=L()$RqT! z^y5v3#hU^de4+J#Wh)=2aspGIn*G!3gS`?kN>cU4cUKr{&6JbJ-6R63zi*!FSSg1$ zQ$=U*_+#QB8mg`YIyAvVvct}NhYiqj;+*?()O9#(zq5JyJOjAM`Hu3_U>S_g^`C~B z^+3$xdiL!#Y51aJS+Ry)0H{@dOuLZKi1_Yp=l%H;hK5E*Dj3gup@aU-yS;t}NUh0) zDO%hf!5Ke|aZ!Z!!%xkPTysNtO+U6hK1-qb{wK3}pTc35h3%?{T^isvz@!=u41tyv z5k|RIen8TrVT$fb8r)rFNgJbl4&q#SHiK+qp~w8qa8HLya7(gqq6V|iC9LLJN{=uR z!0VY8mVHqH87EYN1N8cVkxkXc&Q3Gz;4j;D8Ttn3w8d3#SSv!7?`)H27?{Au6PBBj zZsqW6$RK_zW<4=P9Y13p^Y=cbZ>e8VF9d!uwdfp=Yed8)uD_D5N27wXzbs#3>_Okj zn`|+`#^`rv_H9PZ2dM2`_CEfuG*T%((Oom;if)WV3=UnCMwb$nGTRvs);T z@T?Rqc1{a{kDTbw+)jK5dWYnSmBlgrCuG5Ej}%( zOBnJUtA8u;k`Q=K>#OrrltX31#J#V4-GF87!PPR*1Odgc_Ng-)0A5)nt_ivhGkVcM z55^vR>He#Ou(=E>u2H8aVEmcdW^O9{<1*01zE~@%UI4^#+4z2PYD6Q6k*9Rk!ce!j zsfswR7do-!dj8F}KH4EJ@+rXByYF%>3aw@lO7sj--M@jccg?@MJ}Srb-+#D2^?!Q% z|Mm}kIp+IKMk0>%NSj}0rC%=W2>Y&u(3r_)9bp_UiwQ2nr$^Y4ay5}aUE~Poyl1_X zE{Tml5c_F@cO1XvsGUbEa~*{%9pM`}ZsFf)u<;XAIwp@0#vl7fA6o(i?19L0^bf`p zuGGC$g5`VMq1lUuEA;4k+tJYGq4OC>c+5|Dv|a|wSJOV;_I?(YZ^hX*V?t6a-z_;z z4O~j>{t{_AO|x`eEMLMO6C9#jSba{yad}qXjph3f&wtK}m63OI@*crHMpFZ~zA(Ux zBhxGM*%#iPPAK+1>jWd+_k-<{YCvKWoA!c85KKSOFSz|K1I({4t%tV> z!U-$=lD?M&nDsy#>GKk)FwVi8n60!H20#qmh1WlG#|deAW-~}sxcb=t{DH=LDmURE+UGj z>;{-T$iW_<<_#oe*m#r-rJzerle~}aA{2kyHe{Z01Bz2m+?*(Gg>sRWdtBy!0Qb}| z-?S44Vk9tlbDBN}+S``9nU&F_m`v5hjJAh=_dB{gkN*1p|2j(&JyE2fdjyr8Pf!jK zgn@Da8kY5WU-<69`lT&DCor3EWiliy2_8tf?XsP&1+mG6ez)E~hK&~AUz^Hhf{=v7 z(?NEEkTfjbD#?-nT>Q8ecXd4l9zLbBP-?6N%d$@*beb{o;W;(M->{MF{#G!yW$Xc=ElZ$kN^T|rls zqA=?zI*qT7d86ON9%^1s@1U+GyVdb6I@K=6 zEN~`QZm8+J24gq!eHMn#1BtIX_$I!|FjniQ@FI0CCLgK5AGS;p$dQSQlgQ2t7Dri| z2=tp!+vO8`3g(fRdJTy_Gi_cd+uzsnqLLx{!4lN8PG^mr9z7EoX1;m|zDsIo zs|Ax16!#ZJgP`ySS7#TmOhDDK*XX7$1l8fflb|vp@Z`W?tYRt^+U$N|JGoN_&TD5C zk6$Q)fj)i5?##ReBG10CyFx`MZ$|sDCyW8SS8ZpF6~}xZ8{AS~@8^L6&g$8ZUqs-Z z*pyT5J~N2Kd&m?M-Gq$S4;`XqqA+<(AAG#T=Z!RvlOoHncaYvMvz`DV8+0{{Iq*D- z6e7SeNf)qnLW*s1$DMCqMv9R)IL)hl;q`Uym^H^Fz`^KKX07H6tLcl$`n>(XIN!eF z5PmYe?ybqaVc7))#-m@4oPUg|rz`MLx4swzJoNaZQ6~r;%jtv4zfc47M3Zy5iOG=M z(=w~wxgEq)-cf$3RS5rReaeu-TLDxTz`=;>u7#}9}a48tFoa z6zTMlDD3u^;!`u5j-<3Z~GR^ek#~ZQCEbf(_ZUq`xn4#?$uBh zm;!6L-At|$N>{P-6ZE?- z94>zfj@o62^QFjwt{q`7tNmqF`Q#%^)=EgELV>kU`qQQF1>!gTt!IB}nnAX9?T!hS zug}Oqk!F_f(dPwUOn&D*o^*tX>L@;jPGb3ru~dwSAS~a*;|mViCRo0W_sYDCO|g7W zKI~j}5W(^_akcclA&cdkr&jj%I}4U?Q{RO8KC>S*|2lc5q$3L4nY78KCVm7jDDN>O zth<7ltj{o|A_VRwT{9!8XorjEIdGXvG9D@{i z;3%@p{mCRaOzF0MYPkknDhiPLsTBmJ??#QwFl7QV$rL%{G2e{~ zU>@IAe2OXszB#v09P=|5oLx>D?_L&xUNeJcnGs=9f)qos?HOKJ+Q0eH#PZ)P}yVA^dfqjr)^ zfDVdJ4_z08vcIltKkPUO?4-}kd}&XCG!ZP_BoejY6KP?Nc|jp&{^-i?X3Q)&{fVS1 zW9%9<`gozmRpJ8Jn1Atv9b+$PNsLqkD(8ac}wj%o&*@T?s ze5J1OMIptAXIp(3d&0MI($fbMPbhutm&Wl1E99hdn}V<5GIIGPVZt%vh;IGa$xz4G z6H7l*#~mg8U}PCv^^$W8I5QFUg`nFP2A@*7>}Ko+Ue-iiH2;$bZ^m4~FJEf_1<@($ zdoTzV{*vqUE6N7nll;pL$pm0Q0$;B>#vUx0Pq=ifBo&VA)$o6=eg>M`BjV`p7Q$06 znm#Yxc?WDXP0TMcT!Y2rulH#vm_Y5fw}HfGQ=o~5nT$wMA($>|^HO0Ff%3{`zF&se z0N*6PY-V^93jEANSfmzLLRF-O*GUr{Ucjpm-P6{f7JZ%>Mc zO1>kC%Sri_M=FIZD6+~W!ym!Rw)x}_V#C1JRo0zbgTC;!+fI()M@Qf|-2G|XGYL}T zkV^fstO3ERb{6lbgCM#~evPvz1MG{OjZ&}{ghRsb`x`_EK$r15db8dXIPm%8p|WHx zz;Oa>=?@Cw)=RTnOJcL&@mgKho6>7=fnqbcyyrX^2;X_Yr;`lNp0X-^Op*)ql$C>( zEJWaDE1nzgC=(DapJvuJYeKVK%Wh_s_juQi;tMvvHP zD@%B;pmzhB$l#|VChpfQ|9JPs|I^$5WqI`g_hI>pu%8T9)WGunf@{A1 z%m~Z(FPq?h9t2M~gTC&&LOD#`VGSLBpc8nE;{6*>NW5Hi;QrzPxNRJ~XFDDbt1}0; zwLvvt*WWiA5b}gBKdSP5f5ZU8b)oB=xg5}eefJ>vG#;Q29(72+9}aKuEz&nqgY;Qox9u6O4K7}F~l`0DUOYUg=OMt8n zCf^W;G&v*?GDp`Fl^bndiy#x`l8umo2WU*!;bsbt7&=3jU2)KI0u5B}vHCjfz)_O; z!t-;h@c8&9?me6+I8R9vA~@0jU7~`;)eN+tzl%0UL-zpGIWIQy&Q}!vxw3!gUpbA* z6EJ0!vMUE8mqcFq?KD9XACts3%>K9nlgAwQwpmfA)b@&yZWi3ih$ao`qeXFsk@chc zo`3fnQkq78^}%1~d$Q4Z2RAYK=-F2)pIi(8-sT;oUa_7K-|W%HqL~L^_=V2UBu)Y( zWU`H3`&bQ3I5eL5N_#>pye|9l@mTPRR8!{CC_BuKl{#6kfeXTE&i04dhr?gCcdMS9 z$OqN8S=Zz-dNW=avSs^t7$~RZ6P%j63UOuEbVb|g!QHv8D?bA<>+@|pU(+z(KjrNR z{B{jaxap8<>T-<+{sKJ|aaoG>{3&xZ znmBbKcvS?kIW;LetUN%$SDlmcM#Ru~r;y3%F;|$gt7=nB=?|zA#^T+wJ)wkWfrJCp+Om1TM(#VAv3V+7J6qpEKQsjXl*-AvQ7FJGA1uEKy3zw3hvwy`_z0Mb z;4mmo0Qy~-MPK>Y;Upsq3!L>f=x}DC>6%m%tqnZPk=y+}A@I zKcvcTlbWL_Kw0vrw~??3df0Y-1L`quS4VY4VvPnF73pc}7nMRb@0u4qrN zzevObW2=iy;>+Q%nEhvuZEZf#&$-a~8$S)s#NQO?elZM)tXQ=Cv=yLsQ+zxo;S#78 z3e_-u6$uG*@LsFoC4*chi{Z;1qRbbhjF@yDtt`b7z>Ic8-s_*J}+FM=N&}6 z>lhBo;*CO^`aEI6W$xIxn|`1zD@C3{BoPj%|LM>8`~oEV5Ss~zc|f1udB(t@R6yJq z7TdqT4)-g`32O090o>UwPyMto=(@beu5DKXCcH*I7q_KBX0HSf&5Lirn@dSnLqrPD z^xQF`ltea=cFuNy#w8L?9Am`suFnIH74^;Dva-VamnhrwyP-0#o=IeGhBBWo9A@^KqvKM0Uk|wy&_samSvk!5;Ge$i!L}cm`XkJ5 zZoQ&)gC_!L(^WkD!4hTaIdWVtc;oDVi1w!kz~*gf9Kl{ZbW0jb%(bot1??f09y*>d zd-?wK6kRM}9?g{Z-Q$4SyC=Hyo$)|N{Ppp~{cvd4n3!ZHoewgju4WGjq(OiDbJbpH z!=T-VAf`J;0aj`&W~;iN2aB65!VV^pFuPR0NdObyq{07;GdQ0e3TX-q@4TV}sRQy= zLrV>a=A`U7UY;-%=}e{}Wa^HpUk*(Toz_Q@cfCHO=$fO2#Mc+*4@FQ@%Oa1=>I1aD zt=>U>M-2U^kMIBPc>dr1e!pF3_QVBTkMy2~;hWvIruz|=aw_s)yMkS>$Y{*}z}kmx zPd}|vo@mZ-biMKj%V=35cD*Lh1HX$S32QH0mk5!6H+}W!db+G`r!~xa`9C&;vfl`O z-Wb~vRxQfRB)p7`?@WESlPr~lGunNm zU;G>fZUiYqv831Ftbja?LMSs(c<*cQ#wQX!^m9D8e=Q9Z3KcViTwsM1MPJVPk)8ol zujSp`$}!`0Oc|L#LL~Y?${_qJ+8qV69Fr*aH$vq!k~>|>=E!@a^T)cd1ajzfKIfeH z01486p`xIaKyzGqD#tn8U}Ui=+w&BEaKOAcS4!vwg9Dum{c!C;Ig<)`KE|GS!mCl4 zeO!~=HBj~#C{gu`yXOngr2d_euf zr8@R&DwMRVD!uh^7~I+GT;Fq5fITJVTQ4ongK{dTOPd0baFC)@&on*}l;HP0ig#y+ zhl)#yq3M+1dSnr&+j;|%H~gj`t`UYLg2*am@b3%aI*FHO*17knQE< z6QU@Y`9poo@&n|~k2_a#R}5_z#@+l-?F!RPq}=G_{DFIJ{K=2V6YAm<&|kNI0Q4EN zHy=2~!y&3%ejSo(z+7B=_K?RD#=Y?H(|#WVl-D%go(|xEub3PcPmtq*45_=G1!Un+ z52k03t1L&;5!czzdw4Cd^G~LmBYXSg28=yXzs$d_jER@*4%rB$aYq+VcaTKv>LHIt zoQ~h~W@u$GN$|Fh2qML!cVEhQfP&mdQ&w=rP(uc7gRPJ&EUh}PP|6tuaBmY<$zJe+ zGAt6(^e)ao?4Du<3r9S>EHx}pbhaL}n~=8_4!c9H5u;Dfemn(Hf)cM{gg7A2g$_&2 z>SJJ^1fTilYB;Q`w@vV=D+Vq4gPMfjQy|0Ya!sAqDB!V`=4lGJ3RR79*{|#~fIS|z z+#Jye$gbh7tD~F(CVg1cXIt5!h5Xs9>Bh65nf0ZlRapZ%{b$w$jzposkDay$Z!z}L zIq8Fz24l2ELgx{F+YBW!t(6*ZiX)Z2cdBh}4-j=S@+IB4h~5Os=(W6eh13b+i+EOdU&uiKX-hfU~zPs4U-M969% zyTJk9@322#~gFg(>mPsFKvYzZ*-?&#ZYr(_XyGD#;tyXFBRZfL>n-4*>mz5QSI z7yn&*LOFR+K;paGkzUNK%3l?W#Ln--TwJ^oKdk?5CFWw%{PX{>1Ax)DuR1)-8B18b zeS2b7u>tdY`$s?b*`($BRcc%#BmJ8p8(qQvdUBTTEw!6m*_iqT?){=x z&65!zOx?;y2jlPdf*0)j2p42g{Zg4*@Po$-sAravQ^CAoYiV0-D1?Or1M;n{!1zFo zmAhUJo}yE*8|FL*$j2V|##Z^mAFJuFYuh3~f8p_phZc-*;*_S5LnIlv_l=!7bEgNn zFyZOc>~A9Vx1BQYIm*$kPTLdypC6&yI`1NgdTo%XgX`F{Mpe{)tzn$P+ywCwJ*;}* zB!JTWJv_ojtkF}#-mAtvLg;~!)gqe+A*%jXUgeX&4vCv?Ik58%!%O7K>ML?C(8D8t z)a_jbOg7nKIx(mUOTW_%A%<><@X~1tGWg*j*=>Q>{g`+MGMO@p4H-xwxL0(^s}Z{N z6WP+x{04zSIGH}f4Cr&>N_hchU7eArPFw<#BfcHQ+QoJXBYRg_IWu?yBdMgPg&j zRVq;zOuXcnSAkmuctb1otTCA#cGFy={l1L@z{HuWXPW%r>$0>^1I|=H-*}7t`1MdI zB=vhJlC2fk(wy&i36_Ja`?U{O8fn4RT4O(de}5R#U{#YZ5dq%Pw@Z#IFv1l(u|Msa zWPl*MKq+FQ40ZDRM~@XhLVTZ8t&(DF(D{Ig-*PId=n2jwRsVGp)VZL^eEF;Z`t5Xl z=3=Qe8hgTfsvubiDay9GZ}`uB3P(qmyz zchai3Y9;WXKYKHx(FO8&Tr{+!j{;GFPflEN=YaB^lch?J@W2mwHlJ(4{!oU?J|p{Q z8km&kq4P`%#q38IeqKe=2Het4N{^kCha0zQ|9rkl2V?`>XwQG}hc0L0UnSN>0+L^% zH7;I^(1d`Gv|x`6Y?=6EzLzaW99hB%IM#mXCL8?&z;PcXP9@207pbAUq%XbSzcWGk z*NXi#R|S!Yf*{9(Yc}X|s*5U5r!aCsB{~L&_K?zx-+CCg0T|i$?s%DbK)2?BmvT*y zfPOsLf|=%1$R+)YuJG~;u$x--n|8$s=Bh=O3=k#)I3X4=v(Jt(O(X+ZCWwH;kox(I z_m5yia{94Tj(K2wY)R%&G#LIGT9JEyxdTwl8*N+8$ibJ+ktw9?T;RzAE3M2!KWJb? zQ`AF{1aOiz=Qsi`!29ast+-j|ffUKtySAAAa~z7Z_uq;^e&1h97Ft;&-N{{voM|m& zq|l1%XlR1!!j_Vw&SKUB*H|mx{IEf_+RDBBSL6{i4R+U4vxK;3o=!LDx`OI^KPMTA zTw!Ie`&zM+4KT&!p_7h?g(An~4OQ<|fX=B9c1mv-s29n92ZuZoT*G^pI7Yw$*&{oW z)BSKyu+uHBY`5H)>npbM##U~=hHew20jv7pU=`MN7_$hX1`JUp{bXzGOY0L zqiK|;ad1)%y}ll^G8b%u{Bfkhdin*>39&Mz+kY_eU5{>kIM^0K|LNoVzdN4)x4$1p zpIm(Vb&DfCm+EBo_j&7dgmr8+t4Uk2dfzZnU@vX;ue`*6X}sMMSE5%W)?T6ReRe6< z4!d4sW!H0JF$cTff!n=#&r?V4=>CI`pQRC)`5$59oZzSO#~F|CY0fQOTivq1_3W?b z&6xDY-oWHL{pZ zY*?QoEMFN^{5m-R%lCWZdrxI;EMJY(#MYV%SiU;37x2XEE*w3Np?jXrYT5!4@-sZ2 zba4azKU{Oh^IV}u(5FS4mUH1~ideX-dq2>$suCEkg^4=f!046vc#mdTEKu+F z_3o6PH$~W#Idsyi!+4+@WtH6Kw+&)BJcRFyoneTGyz>qY6My!{2lVGoDQd z7c;6|iUevx?ga@%9PpBN&&=f*T%c+%&bmn84{S1 zxZWj66(@3mC!z$e?yf`t{_r~ADa?9SuUDMXuM!+E@B92pU4b8r%J9T(yqF3|*;N{U z#D_vN&c#HN>utd3u(>Pup&b1B>c0N%AGDx)nKW5G$R8RtwVa$zjsWMLJ{jM<%Lrwe z#v61e$$$sRAs^@Ia%8aW@Z=YrABqi~RhIR`^iN2-_13s50*vb&&BP`sd1umfKb;>j z#JcB zh54KML7!-AfJPAT0y)UXSBwYTZoXous`Z2QOAjY@ z)H1d6+q|L()lpXE~UEI$Oi9g%3VUx=F+RXpc+y8BU@!z#4%1``}!_l%j(hKJ> zBhPGCtbeX&xxzgxkM-ZL$1rnkxMAnlTV$%Q{-DRsH?-ttB~aL6^@x>}`!jPDcK*D{ zty`3WRsQICIBOeb*YN_5u&$BCGMvNe?c0mzHyG(F&|g~m*YQg)pT{}h^5}X4VwPl< z50zC*8_mw^HAz%&FnBhlXk^fv9Ha>5!?+p}LuDNIMU zDf_f3Vh+gP{X(ETrcM-rq(SoIOEM@4KW2qy-T=*F>NALSaiM7PlTwds?jcbQ@+(;+ zyr{hFbLXbXF(g=~eYT2v3+f&73diM{gV{HPo(cT%hZ+~3v1ds%!)9FXcW%44p$wUC zR=(T|Xsz3)#Q2FDo{A^gx`RFJAtmGzhS6SHUC#X5cHwHzkkem#I{yi^`jBo(qq+i|857S-s9BP zi`hd-h4xmRWA^~@+lk<_LD7(%_$gH_W@lPr!(E)!9!tow#>_FO6#%|8T-JSv@mIUn zi6F9$=oQVBE~Cz{2pqpCofi8;zjO{6@HREGlJ_C zay;_hb|CC2wkkIxbpbBG@_n5!RAn9fcoqxNK#$65byD-BC3RYC?KoviE%d% znpxnNq`}m)w0ZH9>mr{$SW@3sK)Uv@B8ZqpwFlFGH$5mHpN@e*K}SZPv;xeHwcYdw zHn5H^tecrG2sB)&3$$5hhu4B*sK`X{fP~OY)?9-pBnc1ixZxTH8qyYZ$LoSI@t%Wv zU)Gv|QLsv_rnM|=&%H5CPD%@K8Ujl#X2V^fGE!9T121<&IfbBh;EaV^Dru7KMDjTZ=nvh&F_sf@knCbz$TAHDpej zA?K*s^%!S9R5>wyfXiACrH}@_@a^W(jhra=;go zTC0;?q0s!mjil9o1iVN(c^L9p7DkeX=a-1`0lTi#yI;+HpnzmmC9sv7NUtgP@^5)DyeCAyGY4ic8#IT&Lo6i{eX0tZbi)$guY<(u~_B+Uor@uc* z^a@)4%_F8)VuoUS&bVX3m(bX6JN0YpnEGLMBxWkq4*=7{sfGQk_HgbckHPrVUBKr4 zm}c2L3$Vvp;{v8a8H-eN0XX0P*H)RClO3ppjlk&ms{XupO5256SYx zq|h}}k$e9X#NEz%v-TkvatR5APy{uD@|j2aLLsuyfq$*C?gJ*@)zy%ayDz+;LAKV! z8cq;csUnS5^*;wYIbX2`DHDOI&&$CVC)3ee11e!cV+X{qAXeR@WrSSAt#Ya?WYC&l z0KpukAtIn2i((<-Rt0Kf;l3Dbw62ukPmj_yYi zn_R)7EBy=FBF zZk=6w*FC%H9O~JX_RhoYpYT8NaQfz@yeet$#p$cOo!pc8@9e{) z95V8|EyoY;$0#; zR1I<{?MR;#JHasw1CfDtEU2!3K70tn4e5Nex9vyvF}$Q_m`-j7LZ$POOdBFu;7rgt z^Y!*vXkt74eED}Pc<#2XLPW0s-9Pu{3{)}#&&iy@nDMKy|Fmeo6-NSCD{uH5b(;aU zM^cneuM+{P%=8N7;X8;{HAZoj+6SFFn$Gv(vl*hvDx8{VS3q&$BYL0YOwd%`PfYqn z0Tkl*A$=>r2Fc%}SQ1=2gCu3x#`^Ir;FXc%4n`90z=9{s$3xu%s;kj$e)wq(gnCWZ zmWI;cX|4pp#k>bt|1iojMqeDE3_dr;G%gZUMcf?Bf6oJ>TThJN>cR&;HN_Zx`yfcE zcB-JJKLb3>j@e=_i-kosL;Ry^PeD<%z;3sz0t~CA6}!~K0Gj&8FWkwz3P-winu`~r z0pI(r!3iox_!6+{Np+9_{(6ZY`Je6}A=49${Xw3H;gX1#xuH3_>i6MkZ74RL71Mes zEtM%EIDDJqBHbyZOz*qJK4gO!wZA6*)IE*5nSOKIMw&x~Ia$YhJ#Ijqu|tgis0X|# zb7iRKzBS;yMCQq8o(4zjVB60Z6=0R{v;0&dcK)SARsP!7aKISseg4RG9=Oe=-CORD z4>~>Ovbf6v;ik>{#Oe3xz_;q7V7qKAyx8~rO<`~okPmrX%fzGrgKb~19^qmDJ6}TH zi}eOUPv-K#Tbog!nyR@@OZNm^OuV31%0U8RM=X$b?vA|Ma%V({Gv>;5)o9|`v9b`I*cOPHE z7ul6wjx5_WL*2$|nOkbI;+k2<$8A|XCvSyCo|LXD1E5i{AKwH%Kt#_%j!R|Nz*5n4p1MbDm(0ahv*IAH2v^8kzJvRM5D-G6gH7C^VRDc(^&YtbGc7zX| z8pbsVB00$JBlla81eA`wmaQ84<&hiTop=`>9@ zH|iIC0{_C>fADzm@3kjhxO9gy4_F-Fg$>_AlWz)ce!slbRAD44^MD`9d&h$6iPHi7 z#Bu-mFhB1BO_*^F806sav*g${)uhXD2mI{UVwp=16%OeB?c~63rMUeG*PdwaEV(lt z@XJ+M_m++F5AZgZCd9X!AE$3B&$#tWn#X~Bv_vBNC3)QZK2g|}x+DBJecz}yONzY5 z>FfN>A&B=$@Im?hsTG9^Z=AlGEvE!!8*%z7Rg4V<^5W!axVIQu378Mc|7D!}?>;_U zJ)N<>X9fp~r&(fl9l%Wzxlk!QS9pPxEN|(C1)yS)=F2Edfx`{mFDv%Sfajy5gyk%j z@I|=7@>Dq+h8!Sz?1Srj{%uA4oVTbO+yo5drZZ%0x=9NU7`FRVWZf92GS zUYkdt{|L8o9xsBl4afcX-_ikrxGy5SLllF63m$9Byc7iKyzT14e)IB7EW3DJ_jla54N$5dXs`Bd-LUMMP-LZpBn*gA3~~B8lBjtH>~Mp*iIb@1xKE*Gq6|C!HwZj_NeECKyP{Ckhxqc zYV~@=zY%YRV)yXrRlIePi~L%2e5Ew{vM*B{Q*fiGCmx(VDwgQ+wZ!W` zrTGwF>(SJo?PgeiSeieX${j!(`^i4f9v5ija73Tn)B=zM{q!=mOMzT-Hp<+EWk9bq z`ZwL41@sV5kKR2O2)ait9{t45KgT`__<&!rjVZZdYoPzd8{RD)JhYvZ0xX}2rj%g) zLCDIyIlg)F5qPKJRC$#M!LZ|ePHr)D;L{E4z*Wcxz7ia&=okwHZ{M24w)fM(&6g{x zss;pLgW1?2PaqXd6<)Up+_pr;H>)OM$8-@%^7)$DPtvI0E%4suZ3Dzn#b8(!$AzdP zPFJ3}fSupwK38hg%!|awIWEO>nZw_O$DbYl?gXTjo-kjLbA@l!%@+yGEJ4YcPGg>_ z6nIKCIF^5<9PCQ7e-gpgPZ@f_ zMj#asmOL&59br(qQn=DLrxskUbjE+dh~PSH>sa%lW1y!JPpUn^2cArp5@t;a1J9hF zux#bhK!>CUZpZkr^?Mk0ktHS-r7I?_yil}8t=IEr_Eq#y&(IhB{25vF{)O|sl@UY4 zMaF*Cw}=PTdFmYHd1i@JRmK;4{rORf#{L^!V{3ToHPvQ6ULL5(zMCe#;|e3vwns*S zyg*o~@S5$jG&tQ8e(KmjKPW$v%;9{*0&1_miMXO34vxhc`|cZJUXx*_10KQI z(=qzq@XJR13aKO3zoz8$__v8`FtEuej?te#?l~q+OH3=oa&GWBCW`6s? zZ$Fk-)<{wT{kcUI|6v-K5cXzY;4B%ClH@*J8kvd=E_^>zydQwvC%&A8*Yr?2EAljP z*GAR%R4q$rjL>i;N8VbjESi5!`0i1d6-ulN3Ah)afS{}2M;AG}Emjk9P^1PALmas+ZCKJu0KycxW!J(ZXHdtnl zj&*75V5+qy4t)>ufrm=P6e^rkL749mWp<-5=)q{=6SnaPTxk0K$;kmhd8I`!NA+W1 zu}+9R@QDu;AdgAP4GRM+>&eg3HE7|WRQU2d_aU$@+Eb8Zn~H9JkRBLyw?Zs_js?`L zdI(vkeBq9gK|w2LWyduPku1%T`>I6T2xH2rn;UG2^i*<8#6|hgKYRcF_x9)i+v{g~ zc5IOY{0%p-z_i+#Rijpgn@?bI7rI~c0k_`&icSCRL<4TTe_v(P$>}I=edKyPZRWj) zIQuDVdLS&*FZ94ZQ1%_BS`LN>v`-DbaUj6$Klmw^vt}GbbHEqiYfTquO8P6FVfD)? z0KR(^W(Ry6>ClAUeZQIB22IKS< zWRkJ^c_ZY2@0{5vA})v1cPnV7p5iM`o>@Avujd+0-$vHoP|45?dKc6`ELd{_iSb7F zz8Jg03JD^Iwoz-K*c#vO;FK6c#_8mIt=>-y%mx$%Y^!iSK za93-lT4rBp`?T(<16eeHhQ$|R{EouXRaxOv{dgdJp6{lwbt)P>W5ZWrV2ik?GVjK` z&_gkfrSsm{_yt}i%|pTY>v^83`@ndOX5KQ5R3P9n$?1jlcM+6$)*}DGBVfOHc8=x( zf}9+Vszj%cfnJEz>N0(x)nmhVq~2km8UIpafe0<^|3cJ$jQ$X4W})^qbH>_l!AfVs z60NXtr$-LQ@aZA;G>1~X0vRN_NLgNS-Vo8}zU+;r=0;g6X|<(6mI(8;?g zUk$fO#vpK(vDZhtk_}!@@c%T#@e|Xb)-o(i=>sEMyE80!VY2gms;6!WU_~Wf``US7J{@;kev46CA>qx|8U0g z5w=vMULL77DQtxuiAreK4!LQgcFX#K`GR9J2lv19dB>7;n5oQ{o;eKCxb zJ`}RPVmKy^^=}~{t7oTT1mW|Ksf8PE41i?2kEYMW2kO&Y4!U(W5>W1}l-R1%K>g&{ z)|QwTu-8x;1@wXl%;TdJ3R>@lTg0o=Ps~s!$|YItp$+iVS7U8 zmjcfYHb&BSmI0E@QFnH1{oD=k+U+u z-L*;q5lqYvCBs7@z0K7^6{CWCpDr(`D`V>HCg|b|k>})^kBAzGbdHfH{AhwZ|Th!|Y z$goPIS3QdhNu6`L{`R~jI&M>b^Gh%9zwq`SJYM{}?Frc_Tieq(JQ^IMzn^)@^8jy* zmdV?PE~FpO)WO1^(hgZ4&|M#EMiTmPcxzOBdhJI#4nMgss<;{&%L&3UX-=_`C0fWPe0oKfv3grztLP_?aK@o0^_+3ii1k&_tc$sf_x# z{g0N(jZJYOmIwTL5#_%6QJlVqWlx_rc#6A!kf?B002yw7;aum+cg|{@zGhk56%221 z^2421GI_&r`eIFj|L~*ygzi40jUJr$LyF#Q79eiw!gaA!2ROX-rLCdC6xfPbmrzf{ zL5oQRuXLYcP*G5MGda)_77)BA{ZShT8g1kcRp(;o8(!YCc^$li*}d=h!YRoMwk7-9 zUAUMGgwEFA&3zsOsi(^M>Ht8> zOy!}ZK?tjVDTjR;{()IZyi@gb?J>%m{VK|AG=fsaI$aw$B2aVKw~*)8^$~9f-kltE zb)?L#aErE17~yf=+G-WoLHL{IB~(dlh=@E8}8 z>DfVeBSk65F|;4HFOoLMyz_yDq+E_Sdh%g>#)GQ*{Bw{gVM_b$?>6|t?6gdQp8$+_ zR^Y%moxJHM1NzXu`rg|;{{93 z_wSGgr2wy9e`yTQRhV~2tz{*x3W#kbDJNE?F~=y*oc4ad8|SZ9Wf*joX> zY{#aAdFK$^AMP2v-1Z$q`l9$UH+=;9)#6BKwxf?GU3NL9gw(NNrF1ToKNCh2x{6lw z3OZbhtOtQhWnj;e@*_{#fCF{g^b__bdzKkH-d1KpLc;%0$h_toc4`4Bc}&TOl>&$WYD zNcC+^GV+2?j~;OiY)k@5&8wS7vFGV8AC)Ef{k0O@x?ZbLABiB}uK>Hl;m1IRUsgAV zv>R+Ok-eZ^=nn>jp5J7Uz`kEeGxB%xe_$H6qibn)!%+#vOR-E@eRRq3-qnvM)KTl0 zyI*X8FnauIPx2yz4$6usYDqI#4_<`0lPM{>!#0AMjXb>|FnxQccbxJtWE4BEmlgRPL;1#pzu9oub`%(( zZ<7V1Gb|b?K-K3dor~@>x{_Yo8MIC5q{xqCmz-ms6rB^sIWuHD?o~y}BzWGVkEY|lqIj2*9qb8mrpcR zt+p`b0@t6_$w#1~;?<(DK7F+Qg?UllR~@O;OPA)n7Dm#>yKDh!I>@~alRtf*4ap@D zc#}4ppq!1ZU+&odzkl}r{qOD1|F_rgmR6~K`7NCT`(SM=?n7dU%>g~{{Owdeh(4gz zbY_`tuj1^bu1mjN6j^ZgM2L*Gwuz$GfxMB!qwvCWxb+uCeEX_4CY(J{Etr@=dfDwj zzKAM=rt37}0UcuSq#=DE6#ZdT=nBu2g=pv=@Q)4OHBftnJ72NjqIc`XVC(_^)(jXe zmcrRT3IpX;P7iSFBbMo1PGeO#d+(|1JIDA!+!-CI?JG|#fy|-nmzuoe;q3+acf9H4 zfS2ZHbp#fV3hT@%d|qD#q}K`zMTJTU*H}FI%o$?fJe3N5-}0R` z$q0nkU-TN4gja%KeI~O8-gEHUm8|6~7bdXzOU}|-(hbJF%}s^cL7 zGnl1rWAak2nN(rzo3SWN>$&L5NK?M(+z~9^p8i4k?og{JVtS)}CVTG^GRzOBMa%4{ zD6>jicG(0GY~5TMdCY?*PsuTuCF((k%=hF9zbwG6fc4%?ivv6yq)t=LX9ncvj66S* zVdD#Na2I@ND+d0XMY&h+SVFOD+7DBxf`Evcl$mKG8{B+>NlkyZgE6>wi0g5S7u?R0 zSDIf)24wzaCkO?x`xjPkbgH>kfmOprns@yOwwwZS`j8&b39&W zZgoi*ol~985gWUNW<)k5)tTAQjfGDo*vOq|o%?ZC5dkM^eoW!@@~#e?`0PhNcghNM zA^5Z=2r~y79f#3Pcqur0SZ^%&+2h71^0G>ot4YtAQ|-yHW`^>Ks%#+@`Irz%(NBd zp|A-A3<)o)mo3@ga_-X`lH1#uK$@6AaRVly?uBhK?)gX9kYFaEvu1moVoWh;Ec1H8bSvHtoj1BZW8@5_CTX5suREPKWT^S-b;kWUM} zD4s6Ken10y$7Z|_IJ~vU2vDfKjN8AkEcnbqRpZ=&yub66uE8AK{dnG-ex_rN!`qDU zhvlETq7U#^2BTb2d-ZSQN-PNPeO>Ki(ZuZ+od4ljZM2A6k9cOzYUcM8hqsrkh0avW za2(t}tAqR`fg^6dzHmKjqH^lm0bjp}UMNQ!r>`EK@-fy~-2TPd{EcFoMV!8W*ad&2 zoLeUMJZzQWq;YJBz!6=r@bMSXYi27bW_tC~0S zQHP?L^S2GjZ2>*ASoMT8J)F7Pd*{*6I!5?q9v{oP9sI@|Q=@h_90cxD?M~+T!I08c zEu}1M{6>{ap1%Cj&?T&&Jy4$-q!&C=1l%r=d~fA7752PgT2!#wx8tOcQDIzxK?U1? zKQHeOoUK9?*%ne2WW6YiftbgV+7IQJ@3CTi#h~Y`hkX0G6wpZ5cxL<@A9|7BcvD7D z8-*W|ml4WfLGvtMSdP!?BZ-NMqQU|!ef4NiW5YB&CRXXqaJL7fBa1H|`VE z;`M~>{a@GidsCo$I;ExV4I$_U-n=~;^cddK9*@U+!2)kZ50`oLJcpFC+{SJqXR){* z8*05&1=WngXYVqs11iF?q*ej~^lZLSZ(}?d-V7E#>f*Qvqx7^G8~%t}e&uiR%CYJ4 zs!(-krZU{5(R!Urrw3vVwFjN)vV=36l$V?r^nfdM!fV;n(QtOE*o-2(5Zs+htz=46 zgZCfp_@&X6fR_>6(7Qo>eW>SuSbc6~KaYjyrxe@6kt# zxo5dd)>+UOHLFl-9c5_nAwXn*S_kYUi;#W)Wr>Y<-6^wLrU$}Po>M8QMZ;{7SJsu$ zg+MsC-KtSt9nOr@xEMaL0o~8^JqD%eVZqH_wpYpPn4jV*!R$?T@P}am`;2}#FlXH# zPrvF1`B>-;tzZS{s*cS!`7H&hLLHJhSgC>DpkBnix7hm8iuoL;@&lfaeYcMuC57~B z)T+OwcQDguU~}t?FKVkwDUBFVMN3-*zdG|3&}<-uw0t}tGO}h(lBCf_(?FgeUWx_T z@=f2IZO6V(l44F;x-6*JaVt)+`#fZH8lCD4)d4(h{vnR$R#0#*-oK3102FqoM6W)N zhNop4o)0zN1(hb2j>k`F!iBtU_Q*U(F#L*1{8|}3R84&1njW`-$s{JIkXf*U7UwSQ zu9k%Z4}BBDcxHdt;!piJ=+^@f%KTP%z+4)(dz`4DoTCPjRgB#NgD$Z0)qbl68+N|P zCvxu5AySwmRTpw*VHS%!O@Y*mCteUJ^(EXFZ=!{VC9mtc41dSW zg~l=&+1bJ@$9Z2-x@5pnmeg^2!VhXJ5gWLxHUjJ1sqL4Y7>JD<_FaqaEO4p1$gNtQD!c;$VUJUMhyB$Dc>F=l1NW zZb>7&kJ7c3c9)QX5UG#PNnx}?PV2OuZh+G3cn-Z;6GWeqi{r-vm0?VJF5xhjE(mYG z%J@~(3SNHmT6Td`ADnSkHC9NAhFst>XZ=bcXnnSOqM$<^7Ka+YV7g!nOrVkpT63ee0h7gHWPKIkRSp?{gxQo-1dVer;gubm3#ndIwjh+oTZ^MZ_$x} z8`NMxERY#tL7i7(S4s#BP*LxY!pBJ#^v~YE|GoYB z|MvPt^9LG~5hxwt{h+0>+nYeM16tO~`2A2iZv6p1@$$Yzsd~Vlh2I9!KO8%tJJ{R> z{F3Z&^!R?uY6tE-=TObk)G=MD1HK-5@={~i`GEGPJ%q_GBRQZMo!;*>UG+M!f5_KE zJ-PG4)< zz6;JgIDOmt#`f)=;q<-2*HKLuiPM+z z*9x+fw2%&G8i68G8cz?cXh;`a6v@I-1iJDcTq*X{gqN0$n5V_vfE)kj9?iF7(BY9! z!lQ2+7+H5U^Id;?Shqy#$iW!{TqvoM%+>;+v0CZH@TgjlF`NE7Zd4Mov|MFqCZz%_ z#1qdJmR%s%s&9&DO)%Ijil0zZA%bcJZDW@QH!zatGS3`e^F=%cJCiDRE+UB`DjH^9 z1ynfitFCvS54~a&svmLIMw3?~T~n{JBd*(zOkZQ|8`Yp7_e*ctP$l_TazcPIOj_x+ zpcK*tdGzinUockC(RpZfO3M+>HEo~uIxcI=5o7h8aT z|DFPODm|=g4yvf6+rUhdzW9~GYY)E+q!Ddygo89A>Mkj)|KNmG(&NUf72sL-J*^o% zX_y!ltnoCJ8r1Hw@2Psa!29b_H;jq>!9)GXJEN?m@XMEmOHh9Yqk;GKfjRI)gbp6o z+jrCu?bg2V@pT1cD8}>I>>NK5xYN?;Eq$a=3TSDHNrh47CdVrys`Te$ZG-RoK#4kNi2qxTpo}VyR zh4+eQ9@>dofznCOXM%1Wf>#DYQz1;R*WA6Mmo|7 zcopDbKJEAFeJMzDs*0yoi5jHZFiYNh>I~nyaLWpu@&mewDlvCyNuefmP7Rvb!E8Ex z@Qmp3MSaKW>52)|kg4&@K91W8$SL}Jagh=~a-Hn?PBy58cqF{eT&QD4@a`-ZNY+O_ zmqnH7WmwP*!SqeBSY^29E+JL%>oRD^bJ}G zTO(VWC)OU5JUHr>D$&YoUpp$gF<1bLhv{Gwwsyyyz`W3KdQ=q%nN~gEtnW1C zs2dF(TNsl)@(V#*%N5%e6?OP1i%v#t%m$oFN$GyUOAoDjQiktmuVaqX_sL($vx7=6 z-*MZhg@Yp>CD^OZ`#}j6Rkd$~6~G z`^K&lr|&Vv3ZbI=IDP+^XZRzHbp0Gn+$IChDlo**pHaa2pCL{rS=EEz5|k)5v{b=& z1NFw)K!3P6V?d?KodFu!DOZA1Ae3F9ABU8>;Km8w$60w4&??V>ATn?Pqq%ZQGF{Rb zZZrB^yXoNzj>}iT5MKv)VXbc@ks}XWGicw?tQ3V7_wP91HDk}a^*)nI^)iRokEALv zv^s*;HM~5d+cZE8}eH@e6dh`7x#XWRl%FT|2xEby0`d_qGwLuQxoj6HAG2)33mXVNt(^HS(dN@8d{4>^_&|@(1+467R!)^5^$# zCTSr)q*!7kc?{FEJev0w*rBfu@Dfogg;qnX6Z8v>~ZY`TM}8_g1f*)ziShc6?qrSvO_yB)x5}Rb3zc+~g&0xvmBR z=R4yEKl{VmEApQmO*6q;@y4z>?D{r;<&FC{m-K;UN50+LTa-}0OUQw{XbD3Vp<}xB z(+IXoNa~mpa!c>S&R7PsV?EB3>=6)elL1U9#p>{-WBQ6 zgL>o+o&>uWfO};2hsaC*P&(b^4E|y|*sPGNSyDD;pWm;ad}jd#n+=+LfA0R~Pbm~WIPdomPYRJdi|)0dJc$U{*p6nn zD5H{7baiySv?%A~!YPe#4TP^X?)Pq)23eJz{K}Fp2X{x=Up8Gh4{m5D)n1d(hs~!V z->;CV0aD+Ra7yX`NIm|g-k=~81o4l)?sP>kD6Wfp+Fl=I*mz%jl1UD)Yr7s{P@Knn zd*v{AR>Bxo4zK$#-|__tfoJ`%h&saRICXvFu6!WJ?YCBdjd#hTL2n>lM+%O9h??6K zH;0FUY6SVh9@%&Dd~^`nOUsy%KX= zj2b@Uu%u<)+qw$BF-P-|m!O)zs3+|%`cbhWn)QzuD%@?M+`s+f?iQ^sha zIIV|m@mRmuvSwdOe!Fuaoo9p3xqqsl?x0If0*qW}<*Zkfg3(3P{=wFe^FBBFS~8$W zyd?vN^W8f_tQCNtrWw{@wmxhe^>Yu4Q3bRyxiob5{9*UGwY3oA4DhA&g!IA@1Ya+= zIH_9d0?OvIuU`&Rz^`}8cxRq3U{L(z*&J76tp8THlJ(dZg!4YEY$|eq1{M3JLE(9T zpXX$U&O1?f!GJ__myr~#a_t$HSC~VcAkA+MDo()njmk4^`>!B(oGrBH{v>90RTYod z+Xe-33_lnwkVbXEZ`sxTrBD#UxX%-?pDzqoy(Ub->Fc#FmpkfXdLTbevA1)1df`A{#rR*p z2ganJ*09;iomvGTunfOQc*}CC@`%4^ra!zM+ehvF`UarHTXa6PCI`8< zJy`DRYlGgt!i4Y{a#%QobGi3_|M$Qc%qiU;${DGd&4&vsk_D& zv+_2`wV7@sa!C%oCSI-$3zR~)+l#EiN zMaC)P%H;~u&{HUIjZyg==;L!O=ql5L*>jpwGxF9+t?` z6gWP(4YuAi`gmRyg|6#4E=_?XfMR-`4@w`F1dU0Ynb6omg3=oo6`EEIH%;DU$s?-Zs>EF>b0d?Yp*pUF!ijfm4<0*P4B@t3?+e#7Tcl^%I8Cn+t;kcjpg z;?qF=C;D_l8);BcDfN@uH&QUQ?ftzBWhKx=eN%h?vo1WN(mmu_uLVRGqpa9C{UCvR z4N0_KHn{d9*|IK449>7pJ-eBs2t@r3n{td%z`8V!x3dmw7$efqa^=k{5S?P%ctw8| za9b;psQ25!9@F&qD~I#J%CdgItsD_J$Y8j)*iQy_7Q-+f#?0Zq-}Ii6vOAb!D^*To z+yU-XBLlbY($>*;{K`fL9+G6+3ZpC_dC>42+tcZZvtC?IchJlnYV0!Cl#V`c2V z5%hi2aX(4e7n~rKoVlg!0MF_!{0Jb}eqN;YE_A}M72?wf>>#YyCM z#-Gy4Ss9U3G-=;>gB?#Cf-kN`Y9JMbKo;F?nt$Q#KX|qMeu?BJM-Hn9#FP@uhcIHwN%(o*$wk4GsktF7)u_hr8b}6llTbvyW-HAPTJSR1&1$f%{}l4IM}l?X%8K;-&wF zGx17XcWkDi*zCqjrL{IlAIM2kE_@S4uEe*^kKx{%Kia3rKx}x4C<%76<}IjmZ-UpS z90nhjUWZ;!8i%Ehkb3u13|kR*vE{A;@lxHXetjCJSSEo2`++C zf}XJgk~xru-K59J@DAf?yDM}uP6<(+U8J12d;%HJ7};nIbE9Qz&q2)+YNWoBiFdO2 zG`f{drl2aj4Sn}@{a=tsBEvra7wT2N;VJnKM3i>RK;Ej$%GiJh+{#W4O$Zl~ zSGReAiC-3Mw$p)QZn2!S5$?dp*{@RdHa8q4C5YwMR0IM~mxek77Xgb}rNQx{Hq7L? zYg})RD8jg+qvNxhX5ewCNEivXCKM~;l&*Og4jzpr&`!#c!6$j^^|U0@7%weWePbjK z&kXz3<{JO`{n9|!WG@dWp>nE`*h!-kSik>PhpA+^&$`i)@{E!wYD=D@OX4>~3v~*to_)=fcT?nOY)%8_*Nd!)@5N!*xhFAxWc*;h zGkKeA@e;KA$R%P&=MJdwy0VU2^1{5;QSvAwRgf$rlRP-G2=*KCspUr6G4aM-kX-zD{|<3UQhK+THGivtk0X^GBvua zM?6_Ucm_EK&inOo{e%&DC+@V+NFk4+0=&9&cqqN)P+EKBG@#cW-Y6T#0~}tuyrEoj zkWK%=&vOw9fIoPqUT)0-Ce|2Xf~G3~F&B|v*tQsyCEK@4e`f{S8ttAdZ+r&V>0B#x zq=qof`q~NKOV7dZT)A!Xd{baips#vTOcnl8-?Yuujs}NMtmw@O9EEe@oAux3zhlln zTQG5rM({0xS=m^j7EnFsKc&Mw47OJcroM(e#{3G=SFf&BMheMQ-$q2S{@DpjG`Nm) zq1DX~m$iP;BhWA}s6}xW^?e@Rct}8r7T*k$&hbd1yDu4gV@Ie_$C;9q8T-%R`MWGh zd3j!taJQq>VN4u;enYxc*2@Q;Cb7Jej?;m`B4;{LIxfeZZ} zF#2K>Mu8eG$Y^@J5=6nLCyv@`?7%~5dA}c6NFwuTNontq-|(NkfB$>?^Z)Jj`vZsm zmHxkJfmlL?o<7E*W_5-0^&_+Vfb{mJC?kb9OgohrZd$+(+**&)(2456!Nr))kCGmM z?lSSa`MVr&G=6uSFZ3MPxo3jO(O(6UXA&dDM~5+|JE@+SVdHz_XOEfXo^S=(k5P?V z=0!-=E-didDjdX@)8^YAIs#ezPwz#Nj$_oCe&ekdoP*nB7pj$yXaIWnHOoce9gxlz z)mmC_$B1?{3AosX}vBJ+yL?LIwD6s%v`O0-Fenp6X*r746^#>n|YI}7{R zIAYBkc`cHNwTNHF;WPnaJ0BnQDQ_OUz8lrU!odp!x3~u|P2#XA$@-1DJ0EzF-%m%E zuLHwqbx!VmbO(z2&SISkJW$=3r2GoG5}1CIXF!~@2rwrsl6bY+F>+j1^2*N?;WFt@ zcCQw5Ag8sm;5?}blO*U~H(reZM@gU5?A{}TD?>epbCahrjG{*m)nv=VQD>>{3a>x+ zXV-Ub5Jj?{M|7N)#Ls9Mk?MO%uC077bm1q38E+2-`jM4hsWu>pjy+~H71rK?{ohQ8 zGwmc%Q$e=NrH$Wkn1hsBM}7-v-r4Jp#p41zQ{Uqg-NfOEZ$g!RhJ0W()a!jcsV>|o z`Jlr7$pe&RRH`Lh;)Wk$jaoxe1h>5#ky z5WClun}(+ackAUb+#?ZSL6KxKwwnwdz7YGHe|j1dD^^RW8YB-J#il;iU%3d5+Q@#b zXPyG$R5Z@T(pY>erme2}sf12Wi5dyYGa|G4!+qS3InnJfW>zI@GW5!Q*G0}n5UGiG zpP!}LfsaR4A8p;2Kz+(jsj_``;f<4dZ|*)B0x!v!hpDJ#fp+9>+j^%kSUdtuMLN&PJYjyNC0n&rlWNDiQvoAT*AJl;H=thvg#q3oY%}GluAxG_^7q@y@(28uhbQtj>u`U%9E1l{pF^2V@w1{e~yP|;`S#%-|F6+3weO(qikad zJ8{Sx>!X-e#tVE)jj{Nt0|TpTs-*6@gSLXri|d!UVO!+W?_9cy;1gGwfb_@$=;9kL zFOzS>)NF)v&!1O>`+axh#YoKoiv!yQSqe><6?)+rCDuP^h+OW|2apWLPU$e-|%=AZ3BiW`T{?++@WqVMvACjw5OPmwA38yC6I*bQ+j>R;rj)}w)* zBSH}67RWHC&1}Ol8oV2c*!uYfef(jh|1Z4#M~@f(UVGyI4a)rMTmGvS$fUx<{|hg} zJHrzD>l2+}nMmnw;pOFPX=|pcq+{meo?(BOKP*EHFF1qGp7^5uk&E^uvG$}F?aAyZ zvH5&zcxnXLKRmVL*gu9uA{7-&OMU%}Lx~|Z!=-DKUl~9VEtG5 zXaA!-iN5^#Kgu$BcwoO)K_B~d3L^SuSV`x9_suK^TzB!m@P+>)|38)f3s>Youm8jq z`R~h~Jt%ufTR|}+kw8}$`=NvVATkh8wej}CUR?Rx1+k)orJI+VD>lo{?mV`YuowSU zv46WbeC4l+!C$lO?EXp~sAHIhAVQdD(X2i*x zbNp9t%D?jeSz5rSd2#oA{W93A8G~og>y;^3|TAo_!Ky~6d&m<)mz*|c|9M)qF z#~W{IPAaDVX>M||vwr`SgEoB0lFwT`dIjWj!~5IDbAW1lVLop8-JkBys-MF;bZZ#W zw^&+!XD>OJ8~v~JRBvrO)>irm#_?w@wqj$)|5tMVU*)G|?B<8pdBWE~xaZ}}=HKeS z_BTELNO5OC$y&`?*?(r*&7_#~u9eQQO{wMjyyf_q8 zqYwE_!9yWmcK|o3-V!U>!D#)j7W%O{z#io$Gl{`(3W-<7vnV{*hFTm?DtbdhZBAOF-IjJ6(G+4G0tt;GoiUkxTudb}*2 zins@~@A3=<3KU~rvAvEp^Y@2Z#YvVwFJA{%%qA8xI}xzkM=mc}?+NJizD2idHwNBQ zR;3l)ufR0SAKs_54uC07mBLF-MuNG(iO0uumO#ty+SBx|cbH#Rzccj&<{{;%N@M<$ z5C7x#7x;M7vw`plOnWk$BbyrfKQ8~D+e`Teaj7`91vL3g=MgS4{NJ`O6V3cysJk_M znL12Ad-M6<l`M zk^L61Qhv$Tei9!rzHFj9c9RLlyy_2PbQT7~{aZ8&{SAO}=(@*be>V z>;}W^BK_xPn_vglGg&G58gR*RD=wN_2Y%&)%tl_F827Q~Y&TjSLN#-jB3ilzz{fvc z`dg0?hN-{xIa)~ar}xiY@I>1_Lk)cQf7pBTc&@g-{~w7&8Iw?iWFCu>&w6i?$`BgN zWERRi51D6Wo+5=ZB|}7{h{`OKDMO-AC}axpbDxfL`sQ~(y3T!_bMEW9?*8#!%U*k} z_jxhfsVvOK&;56iiTimv+$WqNnZsBTZ?mY<8;*^W!>3 z=;?v%45?5CuuE2nrs$l(k%oFqDymik(b@dWzSVaFFIY(?-)lSvinP-kI7Epcf%rrD z{UoB*H3~j2e$42`86G4Tcqj7|ZWc#K8bq|9?0k90(bFRE)bWECs}{#PJ@RQN0*H=h z!BK2PQYqH(hvy$VQ-kZx5|JSE<)(->ujmiU|40?}*}j(fc1^hYu|B5bOYJ)UzTZE9 zt((7Kw*x$#tnaTiY5!q)JoYylk^BbWdRghI#yKmbcOb*$`s$ofIT5y9arnw;khgww zAOA`Cc%3^;Fw72VGjMCGlo~-t8m?mLju#rfJF`>DPZ;KE5ABwBqCiVgo@Cl#eb73- zv)I0O7SVS|Zn0N+2b+U!_5H|pLcIpr>+&dOFyXh2Nq8}ho9%MeYK`uNMW=bkpu@wc zT4oD*3B?I8s9Kn|+KH|6zhJLwXh-jZa@o4!6uSQ4e>%S3$M4V1lhk_L>b+zEW(kh7 z+cci7>(BS?$$RdpVI{Qz9#xT+7uFs~?RugpmyHFCs)evGP8uN6+?PJD{fuCv&W%G( zX+CI0<0xxTzdg)N>3h$*grl&xd0Td_;DG768@DO{4z!N|AHQDn1Ds^X31WFf5Lo=t zzwzEYT(6LyT{*!6W9m;t)JAyWL#F%uu}T8uwXe}qqjC(EBP@D#qGpjbbv#qZpa+Lw9udozHfw1arVnGe#*^8=xbT=X)J;jKOxu&}K#`0JWB@QTuMS1|0^w zLYk5wwBM+8Jp3#MT(LF0q+|3b!Gu7+cxD8aj^E(o$RdCbqB7eOBc_3%O_2(`_5!`% zed&9fxuA)i_+A>%3Qn2sQI6%EVPN*l71Fpeg;JEH_7~k%2aote)XlzfKlJ~vj{nND zQid5PWtbomNZSxu{)hb`8?lbG>^uhavlp9mWKw^)zn(=?!Hy<%FdV7xZ=W_o#1B%Q zR7R;lO$_ey=TizuBa`U_-TIy<#i{34q7pel}_<_7aA zL0y&DjcEDsz7-v;1qAq}ExGQ#L-bRWfk9e5Q1-Dh@;x~PD7oeB&MnynX)MP#v?`C{ zw5;aosg5h@8{j%Z6Nnm+JD|Nm+|{_gq-{JneIGQ{B~d)v-< zbtzQVdR^d42M#no9eSI%eIMFDdzgKQR{$JuO}AaXEQ1;`_B)%~WI#ZO+IZW79-?v; zt6tbBLioc#fzK>)BPE@TR zP6D2msM9ZS9G-^xWh{9>ut3a`Ltlav>{&=+tpvaTe^fx?IrBfQ$7B3Rh7rR8SkcE* z3iJ7WZt~w9=YO=lPgg{BWK-FoX5*vns*{IMkB@OO^Y9)xr<*G>>a!E+y)#a)q9p}` z20=~d5A5i(hHBNa0z0_YOCCJ4PYh9XE_~$cnn8O*Bzm9g>y2=blcq{xY$pox>v%{IN(t>mjORaHVMVr23Q)gAFDk;vOEKcPk6SK& zI-t~M3xu{VjdzSMBi*+1+%8vrpkvPDk#0&cs&;Q-qL-~eQlE++N5zKWbp4#9w;Zs7 z4Yze>{0}%Iwo-wMR=!>+!yJU%qC49|b)0biOIxB*51Ee0sAg4PrOt+^xX2jAHM55{Eqdj3Xx8 zemF9c6a+_K(BxO`{o(n8KR{aU&Sy>VsPa^I3bI3!w~NW?bPV9?zNvwn;@EZjD><<| zdyuRO)(V#P@f~{Ww*T(wzh~;1*a8R6={V#*#vc|tdgF)vOQiBwL-K^sda7?L^8-@E zEqpyVrhgHAC_2b=QgCA3`20~+Y()ZV1l^?oD0M0)Gquq%TTq;jl!t`lcLio0z1I1Y zvEg=EF&Pd%-x8~P$1c5Y`;XfDSKt06lB;{m5e-P}8IB%RF8;NDYsbZ!{qK9>SVy8X z=vVwODmYS|NzN0;mF1@DbAc2vNvb{4UOzrQT*hZ*()mb$al+e#vxOBsjwH^-?>!3F z;d+M1jM;^-W6L_}j;*3kEMF_44!gVV7T5(2Mq`o7dpXELe80{A6f3iz`UA#AyI4*y= zK@BgS=IKYTu5tN)Bg%hYFD(vkT+!gz1W~=0-j<28AX*a}>F#SnK)t_!+&0H>UA%7} z)?z%piw4qeCl-cG{qxtie_v1kJzDBI)l<#*VG~r#~U-3s~6k=wL6-8dx^IHF#Z}iCHbS>i>nli&7(uG>4)Y2)8h4gf7VSkGB*A> z)#&F`qwj~w&-~vXfpXK5N$OxefTP<(D`JJw^xNH1ty4RoDk1I=cPAx!Lfnuds;dq+~n$Qk%wkYX6*|;G@KhRmJ0#75mroITRzx4Y)B2moeCMjKpV1fU51Y2kc zxTSORJf>^|n%w<4MGx=8wFxWZGR@}@54Xgk&R&CjF(%u}?RR0vc7_tqrr)s@-`D$B zGYnMXUukEeb-#Leihdg*H>04Om(C$g1`Lf6KNG?XieQ;_wY^CeXt@7QE-hPaV7z?XH#EkSIC&y!P z%55@-<71T}czomTI~7(a{n?viZFsAni!~UlW-&#h7YkVU!^NA3E@Qu-{61}5;`!o8 zPEsxK&J-M3`D}tH7aYtFo_mcr1vzJ#Ct7h7Rk4o=6<k;2GL<=#-fOtd z9w05ub7!r8zxC()M8=V9p%B?Z*mjr9x%!)BGQThPSLL$@63*z9T!KWEd}?P)ykGsL zz`nM(W`A#;)9T!tnvy+m#qdd-;Ym&u(|lcTqqhKj?AN%`q0NTU`#0=cH2H+C?hF55 z)O`rK9&Am?AlwguB$0^^eBg?@FHaq*)3aYf@25{;?DR?o9#p5 z{%JlwAtIpB?ncMXs)@vxD$@7glm^l(EUV99jL@ZYDe=YS7UZ$9zeQ>Y*lc+`a}JGbL@YZ*i!zH6=$pouZliW%bd#5748W?-VDk(lUK|(L=G3C{%6YRIG$3uc-P!Fdm z!5Kyc7%7bKFde^u>V5oKGqm&}H}&Ah!EJ7+d7~&>o8Vhy%GP9OYySY(GK>Oc??eDC z>2cG-t$8Tv@pzzvathQd`c^Lmb)vI(dFqpPPow!eynD$R8*w==bD!4|heKv8<*Ouu zYv@XS%%f}Z)WCB*EH{XSaGid;wWEwQT5ZeKk8SusUbQ~Hx%)Sk23wQ^-w^eio9qD) zGEw3|)7lOyA8WH8di?WKDZ{x4FHf+mf=!>XXq?!OU&Y@*4+R_|3n1g2Bf(u?%3t+Z zdxW`Wf7hdwCRczX3ID%152 z)la?)#N_*p^iGYTaFVLJfpG%xZRxh}Jllu+O#Dik@p3wlxx_!+YjGFlX{w(*xlaH* zF7jWwxqbaqSo(LdNHCxqh^{Vs(KThR8}AI2L#zjC?O^(0z~r{9FNlcRlpbU5fjC0^ zPXsp;)|LM~68~80_F~(cdINSa5MnC4rE+%Nc%j3;wfDWa2`H*OYE2#6**H;N?l_ zos@NGMPAB8Zbb}MITYGkr+Ja2on(Nt);5gKu$VhxsIEHk4+J*r^pSb-ap6Ia2W)udWxOxo)vw#v&QojlcRlh0`JB@<8bALY=T{#F1}ZOlDbBAg)3OQs>gAgK-RBU^V!XE4 zc<^&prH)rjN7#pVQ(u@O!1LlIU&Ho53Y4?LHq!mE8b%8Tce_ZuL1zj*7b;j^fV)iPwrGaUz+<&+ zS9@_U+_gzZi8AhE zQa6HbDwW@{KELfTk5~h6~CqT^)5aOatZCVt-006 zp8CL^YkQqwE9LgtH{Nd$8@e`pxSJd1*k0kihI1$?s5p>>(h1mPou=>I{)941cYRdz zumdeSb$x=zO+P$7RGz^pn%Mx*&)11Cw~s|O?z^JNWW2zeWa75GfHV5Q>{o+RbAjg< zR4A%<#iAB{-?2k-ArKq%hBr|^1F>A78qlOH--&T$!HokS) z&T|0f`IZm3tuE*BeWcot7vP_WsDzna{C))E0sr*xfro&`-aC0Q(7>9L{FwIlWr4nL zcP-ymcKAe4y)twT6f}>CSFH0-CPb;y@rXVI(p|OY5$QmK^S&a}k|8j&G%;``WaQWK zYxf;%cCB_iyu`bcH;zqM0J$QM%+$e~ZIY)W7F476*2xyjefY6{2MN zyt$2BDd0O}VsAIxjx_W-GZN=l5XR2?+38*v&X;Ryu0SLj7Bx=>8!V+D5Aqb*Ffk4Y z6zixV}pm^Z*Gojkqb@v}RC)lfZ zX{VM;sjpOAdA@#Xi;L9NxieuUpt|2vjq~GCC-LSr>x=RYqOnAxD*C`_9 zMfMTGDGUrRp3{7+B!ZMP=9>t)#X*}BYZ_2iLmh-1+YCPLivIQ+NE1i))k|} z;q?15p5K@IyYlj*we*`}^?_La>WI`*2YRpP)TX243HY)*Dki;qf2fE1IU2K)2LezM zG+|VL#L!u-+(N8`3yv5B6|tAGpqV^8&a)daNYj&Z%Ieib=ZwkK`x*oQPw$cJ`2~fw z`hV;0u2_Xn@o=C(?p8@AU>6uD_pc64{7FeS>bSPNt>k=h9c}foskTp2j>1VstKGBlHfhl zM9LUS^ADhyT?!x}pm)&hsSipb&+PUhdW!Ie z^}XIJCE@17@m6+y;)6GLup0q3;y?8FN3tk0CMw*&{iDJkyrH1@sQZu4Bz_oMN;e4FQodkrz>T+!_i3+&z z4x>t^v(yC-#37TpZiwfx^*Vo4$%H59i3H#ksoSe44cxlz-}m>$<+|L)kB@*!|Ea(= zhNvIL+m_qwZT`+XaJFGthuHh?f1dcg|G(z3@9b~I?mOSHCXU_)F?qE{+pe;rD~$PW zBE)YwtHl|4kF8dKWwC z;^aWWxXXAsB=ZmVFL*#3?{%J6PznI}S0Og^j{!C%mGZMJ1C!KroEH)@vG8%}>Bf?(R+@0;wH*ToNO z(28TyVT3%@x=lk|2iI-?&Cy>Ix|ai#xGeC1T`7B6^)s&gVxa)`I|I_0Cvp@gZ5%_kh5vh@`$@!m48vQ@ZC4INx(J#v({an)MUwcgdCwS-C zX<2NS<_`)>9CM1#LJ^B}9c!bFCp1Q4j$`>&h%t!!OUI}WlxGhfIMkegQdQ|PdL_f4 zj?sA&^POZgt8_DLYKRxEi5DE$cLpDA=#=eBzEcDoYFpZJHaDRYil@Y1msY{(^i0Lx z`cJ6C^xDMTz576YAi9L>6d}4w(OK0!RRCOVIxH79mZ7XR^?i!I(qMX&^2y0vg6Mte zaNMD)FPK5VqTO6En?(4ifPC##G?vQ~dyOeeAIo6X5%w#vz$`L~qO#lNF-gL=sc zpeKlf`I~VEdiVCg1H$7SjaTfTrCNaZF>e>_-cgj-A}J23Z)}veCk})AuI@S|Cq=L( zw@sHyxdY6De##xhTU+&ZT<5#f% z8ar$D+i^rIJ9SBdI2f*z8?=8Wi$JCftn!2k-Z1N4QcCv48hs%(PN90~2Nx$}ZJKMZ zqL&{j<~9(8fl%kz&2x8B5QXQI4}-cO5DazGd72O+Z-t$v=PZgru7%cZhsQI-*y1i> z=kgf%{e?-H`=-$zkq_z`8$`i$SAR2MGBKKSYb*BRxeIQW4mgl0Jw(cO3LWG&$AILG zjL{2!Av8oE!m7%=gw;hFjz);GNvw>@ChysI6|2f2FebZVibWBoUa%Fm!VWth%xle3 z#Pa-}PcRJxV~>(fYYy-$W2zsXUoI^3#Dw2B+*T`+#7sB8B5J@ z6=#gf|wEVQf=R~Zk9AeB^%WSOIZXx<8|-%l4C7^%N7`_VjdU<-YbFaWp9yhPy=>QkTh$JOMU&H=@vRkr;q+oZC zAwMbkB#12a$g!2F0k_^hhckOhVK2LXq|V$l!qR&g^M@(02Cuq+r}6$U(_Z&PvW)~2 zCb%&y=4|uJ@i8&8@QWU6_FFv^Z??NcZH@p{v!*AXF2o~!+Y0xQiD393lN?TQ&kfO( z-5GRh4}+)7{0Yme?=9~;EhTn;jsatB>0Qg#St!r=!^Iaj4gkJ`?w(^>TaoFlX>q-U z$G|QiTg>9$i`=Ia-)tRf1~u!s8j4|j;0m>Hy`6x8t;WfmdP_>gyP<49#jZ-g_kWnM zkWq(t$5LAFt}e-T^KdKeQAHdY*k{~PkLEGuV3`|s@w+AJytWzRK4)T5DFnDF6Gv=h zli$fMT@Q>&ZbIGFRTrx^7dyvmbrXA{`8SrAhalh((N5!bPrzj61wnfp*fzIX zTaGG$K~O9SqxJ%j*vx^Vp8@0$9osG@`xJ(f{A=ou5rA5?Q7i7nHjIbO`4ofSB`~x9 zR9k0Gh0%_@XrjIK^}T3C)#tCr$FKHVJ>IFv^!6*n!&|OaJ^$!rB)2uHil8VGG9LDr z9=*Q01lP9c#pE+FK<=wD7JnlL5uQ5erzCY9u>7M7%x?5MrmthiC*x)!lXbD& z!*yBJN*Y-Bxxk={i5Mniu=M2eM`Fx9_4#SWz$_412un17I|Mh97`O*byrJJ`w#wl8 zEZhrv6@1H86V6gratx#|LJWC%YkaaHP&zg!>e9Brm$A&NQ5VR-|LHdGz47#zPqYJ} zFkb{1U%%jf-kt{2rOxS*w)pkE+`YM9^uSxQ-w5(y(6^hf;|3&Uhy;regme!~6rwL2d@vx7qha*KK(?cTrTT(UA$A zhQirx`@2C1pIJ2Y`Wtk}w`1m*s4f%+r6xWUl}ES5GTmj~e!|qh>`H6fu~VXPLw`a> zcpfI}RBh*@?v7<{emwGe*$Io4T_HO^q>3qsF9-q{G0+;7_z!9>8mx;OswK%aEFjrDaT z1QdCs*zaA0MfEc+uKc>N9JV|9=-@`ICFAvx`Lk9al{E0qa^rKztTJKPNI(G#F(f-4 z^)g|uM(*a5jnObMrFY3=bw%u`w<$-bTit#+Unv^R{G!L2{YDNv#R&FdN7_3;cEl>T z-r+uK9Nn3_=z0qZ3(v?U+g(EvIhVb~rEkND5@yLU62z)aW;xhd!L9vhEZYbkE83FdS0` zW&!5Smaq3BX+H0ZR@U2>CR6{%X^{sp1P@{J4a|I8qH&c!Yl{qMXF;a=b6? zG~XfN&7gnlX6qg7w8-T9U}7(9>q3;3lYkpm_5Ov?{V5I1y;o`5VMT9j^ZPBm+m6eJB#f0Xn{D>NA?1fKLvB*?A!cUG4wPRg9$~>^l8D_cWuAc72EFs5 zpNX*gY{JlH-Bg&{8}xR*lmN3J;v;t0b`E4^b88QCQey`G{9EW5+<|zjF;3=r2h^%Y zC@cEVfRmua@atYy%+FadXjn86?zP^E;_0Qqq^}wJ$*_HWFWRs6=@&iL?6-P|^%bV< zn7a?+btEDFbx+Xq+ZI|HU4;;QtZ9JVECU_OJ*vi7au@E=Q&ng?HY4$@d6R~UN8ser zU6w%Ffs_)x;2n=H96ifFRVN{WIBjaX@Cj$3ff6@m%t`@Aqds}XpC-WEItA=&RrZ0b z!{Ee2U0sM)XD{s+7e?DO?!WD!pN1VPEAMNkmys=Pk1@#^MZZH&H4N8WHdy7f4{@bxPW~yQ)*w^z_KjGw8J$|*{ z>d_>KubiKHA7XrYnwZZ#LDy?cl0_^EfxhCn0`b-i)N!-8bjhv|S{{$oly7^6#z&V~ zcAR?zj$!_z>22*up`m-i!c7;PYqd7?EQz3#{Pm3trBm>+1}-o-lL8;r(`bT~Ww_hW zJ2uKI2v)ua?=ThUfP(Y;0xw%3M01b3VQ0z&^x613KJ)vG_w;+Gvo-8M(h>M%;>Zic6&+AbQ@bO@g z`}aPweccRarUr1F+bFT*t-LprRBwanwR2bAN0VUs2j=Vda)9roDOabdkk?AV{m_?QoQ3~l4s9aH zdEQ+!2HMd)_r#-_;HKq~)OW#ZP`=sN`d}arI(KX1^w@ka%+T124E7G8M@0hGpZ(53 z^I__)9aU#gdX%gegVI~}Gyg;}(Y!QffDhF3vG< z-c1v8EPU6jH0ywUA(Z0PZas|2Rz8@P-sFyXm>6D*rjx|lH(2Q~yxV~}bDi%Fpjm*# zncd!(1a@Ps8Q16zSUrZ1Zl|tp4qAc86xAWosVne4OKj>v+ZQP8q-**pst@v4N?u5q zkYnoCc9~tVae}Ia%If8)b~u$}UV4U~24u@E$Zp)`z?8O}8{?x*0sBFYX%=HzES0a! zV|ugw*ZaYRcVCZ>U+p(?;CT6%N? zPvpuC*nW9Gb!^{5bbQl&yXMRrASkk>n9T4#nw(&%c@`uI7v9>tTxH*Z7)xyqj%=wbF3`jar~{(9gO9-tTZhnPx_yvEWD`;J`?qmb}-F)#hxT7*S=H%_}q2ViwC z=|)T|T`?6oFU#>kP0V|L_{qn~wwNm?fs8e`1h$>JG2K|o6{D@X&>+@>VTr@N))#si zG0?me?Y0RItKGqro~}rS&1;Z-4BC(nLYdEw`j~zIdi8y^hC;!RrL)UV>DCxfcIBW0 z!6!kC$^Ju>+X7J9UkSI3F$6eu_hF+#1N3g{%k9EQ;7uTvp{zRxw#O=n`#3HIWR65x z=nv6i$B+7U}XhIZCz!!P6T%BpBab zM449@6gcgZAR~X}eW`yDTI4C73&V?o#4GOMQtxk}xleDS6B&i!{?xu~f>begpcW-lMw|+o({qf#uEXaU*`#TT&TTJM4w*|=!=^U8e zO|ajIuo&eIPf(p)#gs8>HzglBAb_52AK^?_>c%XopV6Q0+8|+l`ABVCUJ15*sW*%0 zS_nq%U^-}b+!Z60O~~(%)53V%Q+cj=SYg?Q3B5U6B(S!YS$PFdN9=>#xtsO)2;=Uq z8(fOsfkm=fBjt8v9PTa=QB1275ce<43y3PWFNF zkxnJ^h{G@<#!W=uItm-Go83*kDscMILvjQ0$8bi4hW^0$6m_!Jxy`?^}8_n!C&;iTeIH?GNR_Tac8C{1kp=BTc{5~AN3BqAD;Ap zz0<~FlJvG{m$&C&-pzPW61fmy5nq66ww=6oQ_3HtYS_7bCa$6W@xk#+M?{dlv`<&8r!`SW+#?7p8g^tA*;FZMHT#Vmcyi)zKSxtJ0#i)P{EVSD zsudQi7$0zfR~C8i>1!=fi}Ixi+nyN63#ty*l)Qu3HJ6MU1zo^?Hb2c{HUepn3(9cZ z*bCO|3(EoI1c))9)jH|IB{;!5z*w4f6S)}g&!fvugxLX$eFlQf$fU2yDqs~ev=I6J zN!>UjGV>GB(Hgo8DknN}h?wHgBLB<79;eu$lv`V0QiTR}91B@2sc6Q4byt2u!z|W# zQZr7zp%@d@kdY;s3C6a+oqgDVIbp#Uc6ljuYG7fi0mY2S7(2F%_eA%(Fm~zoM`N2- zOH5{HX=k&*{?+S%l-%V9L|EgUMK%xX8E7So$=KOD3>#m3#5cqXgMJ#iAc2-*un!9m zQPesE-uB9Si=Q@v%Fg{QeIEPZ%b}$e@4PN3=IS&}SdfCyLE&nznfsvUt`}FnXAyBf zWj-55um`hmK3}$Am<+qM@1Csc+kwe(=2dW5eLX%f*{-j8{A$0|qwPRSy1B3k*hZk) z2SN_W_71)JD-VZNJkrKM9RGPFXy(N=YZ?g_PPd=?QRE`6n^GUTRPBL`kgcw)<1z|S zGIdvJWrtc+#lD2$qvUP#^1ZLUU}HM%%fTy&h>!S&Q(U)>=a`{=%PAe}PzqFkOm(vcK`q8AvE+)s zX#z_&rZQoH94vQSnTmhb6LUO#rNF8EJT|9LS#r5X0b{>UHQQmXhmE;yx@+sfkCjP& z+CST2hWT)HPAAt3VwO6l1ABx?usfe}^4-(Mf&0s^QIi6M9Oq-B+W!=!gwq85bNHZ%LY=>U^Qn-z-q`gR9d2b3u&GoSf znm$OQG??~Y89T)6>s4M!z(-bB=RF*EyTHgE*%N2=qL4NrPKC!N0C*o1CUG|1M-F?J zO;#ii!$ph7o6|Ju5Xx0gy=3eP98z0e@`m`K@YFb7?bkb?b0oe@#e@V&Y;7Ytworvt z)7{X%ku`!*RE+lN-b=zvHg7!CE^dt(7#H0xl+nRLio^3Fl_fFGKEZpC_YE=mS8sRZ(ehw9w?`{K>JefBx0Sc&(@uZ}q3b1l?p{baA$X7fi#MD+ zaF0D%v<%Ad-TE9C)IpNMBRNf~3e42%WSQS{!C;vwdCBb-=(#cJ@QDZmQ33IaaLKzs zU90<9RbdAC#$i z2WI&kew=tNNRN^IgNP9`pokXMm@S`iHSu+7<&1W~tXshTX;T;qWFFRE9Q6RlqhV3? zh6Si`)1IT(_F_O?vfY8RlLm1IjtfQV*?~gYnWxWKJ<*)|CxOo^RIn$XylJ|S0M$50 zZ*%EoBQe z;G8}$O0+--1Hk|ryb zaQ$~IY_Sd&ni7v7d0r$bfs+%sxp$=+chy4XMShP%@RbTa3v)|}(w3y}=z2O-ca=@f) zD|Jy||M7@@VJ6TzH(ps%qK%A%4ALli0ztR;uuY`hO_ZIS6MxxR50VL9Zl1mCj7kk9 zH{>U->QS9;*zWcjw{*+&iPxuHWw9`{z~ zCBI?o>K)&PYN6@KT~7-T4CTD*P2q$#Gm={!k>3dUi$^`*w$9?lLXz^zCJM1@gCB$$ zHJ)QSxfSOlIJ~hao}t{Eamv_Ucf6!4a&p+wJ% zwq^>osk&XnXC=iZR&V|8;rqiZmFXRqEuWy%WmM%+mGW0Tw93Bfv1Y%~gLO_T-OA`F z^lApUb8kA0?(RLsBF3i=J~g8kA8$}biE1{i1U9SR$DXo>m?tS{;$HGW5H5H&?sitDK#|D>QfSWwAX^@5Cl7Q$;l6INpSEuX`orCa>5hHInLNsBbRNvZ zvSW1*WRuoo+?3QhJ9ju>X4SR3i9i;k+nLq!x#=*byU(}t{#%aK&+AI##dwu4uMLu7 z{82lxp`GJ9w+|{~B0bqRQj%Bmu9PmNC9h%Iz8qV+)GDz3a-v|7qy}^}8+aA>T0>Ri zhl!Q?P_T^Ls&_h$9~@9eC#6dvBq((U;XT<234X1aR&|eH>);+u3n2k8i4O2Ec$WvV z8eW5`bd%`tgM#xen+ULpo#a>dzHx(iH$ln^rX%2cMv=Z`ztUGd)Qi6Av1Y%~!^eEo zkGN6{1P;^r)AAigC;f>plYBe_pMsBUnNpNN)Bnp@^N@=8m%Urku^s&u#yg20V*f1W zyu~wq_S}hgFtqhv<&pY2Fzh6-6Mvo$UOn$ZIwRE~*VA{gb@e+yDf>d7GgmRVoOPRa zG2|9Bl08Z{?4<^L*z%5^q!7XttsX89?*{u*$VNyu1N57B_0SHFpyf z12^Rb=$JJr;EC@9!6_N;#h3$M^-#|Js>hoBMvs4W%xbvOZW7b@%NWVfQpClC|2$0i zH&XnP{C1uZ#kce{0}BW9pZv71K)9cijlLf?KlA?^5%|0LY3~X^U2ahktSHSNP}BY7 zr~TRdw6Mo=H>I+aA-(X;!7;lZ^V1xgiR?VBbm3m#c~YwVKly3jAA^54KaGk?=lC80 zC)hY^a4ulR`zJr`Pv)oXT$)U~e>w&R)ml?;z5Fphts6&l(Cbd$ z?F#D!v&5XFYuGRfioEmT$QyY$Bqm@?uoYYPQPO`pKkcU3mbug~*0ASM?L5l`5A=ck zQP8rP1xOy+9k};@z)v%!*!6@+{R1?HlY~6WA%ex&BX!S<=HbNB3)UO*JW!Y5em!E4 z7i#a~YcQ&1JQp=EEr^ol#AOC9kf0m!- z^mI9^@`NRnHGa+@jdVwX=N|Fshnd3`>x`v~RR)M~^PXFn-?s<*4UgXujgnme<7zvbxnu+lg0js{S)3%X!0a znEZs6fBY26^|adEpQa9To3iiFd;R365p5+5*bt}!epd6uSqkg|f7M!P{8gSK z1$!#NSX*RzW4kcTDRpRk80BOj7`Bd}W*b2#N2R3#TYHd6*C&H@FIz;zvSuQ8t&%X_ zX((sQ9mM|A32IM#wlkL{^FS`A)rsi-eW-f6EodRFN4h>{mi)k*eQQhbG#?OeDw=w!H6;~?d9xs1hrkJERUP3 zbfA}OW9*fn|2%@)GkKf|;k!8a;O8esEwHk7{A0iBxMqKob;AMIP{wQ=JglZ0v`LXh ziZregRDj^Z=isy(s{}Q>m#-gJ_#S|woM0pP%@iphm=r7c`ia4Vj80m!!(p2vKV!qBZ-wA4TpChQ04s&)=JL zB{ZL$LzJRpVNR(^pecH8kzwjMVv~Kk!IM`WMta5sY?sa>sT*kmQMYwri94T_limeQ z43F4s)gD5oK6ke`H$A`|=2NskrtG&k{FtET z%HQgJXx;{fjf&5hczdCpHCs;ZBC&*E#+$s(lZJ?m_)+M-i-s`UTbn?g;*DzN@4eZ| zYzNESaX#gg;po}>!o4$FH$i@6Bg=r+5YGLDQbMX&7F>D~EhrZ96g8-|N}s)b7X)&R zq-}K96V#mEbcMuur-OyB1#&jIi)QbKVPOM&P%ZVIw0jrxIz8|;8hsM@s^I8s5Yxex zn04b_ie^bBb59Z+iSg@{UOo)q;AVXKLmw2Pi)LYo>j`+j3H>J}z9*6AZ& zgfVaLJjIu2a;I~eon<}PH0@{5e1;Dzqprf;ecQprl!g95+!O7-w@co}7s4+$_Q0=Eo1Z$!Jk=kuph&VsEk`^LBgLx+xPgNia zIIyW`-p~((clezR3b=_pec+tO*fmHdaXUmAP=X4VEv|2!6o#@VI(5VpPf+_{=f_>{ zX$yYO4iT8;tS6|2?=yY&z}*$BPR)1%|y(aOTIzAs%F70-OnNK>T*a+ z4GE~?yrg`Y_QI2=Q!hSK&{ny zH$iP!=uohuln{)yTjKV0+oFq`fDYxxW1AjU}P2jkp$==QYa894RAK(y+ z$ep-L_Y!(RcsbWd7ojsMyUFBbW#|ezAIU21SLv6^+p{PKV?yA_!0Xl3k1|lMhJG4L zCj-p5ymK2G5Y1)P5hC|5)me64d$v z6@+UDf}zQPty}-`@UQ(@Bd4v|-`nn`QgMAuY6%C1siIj1T+#79&7?9P6KJQk9#oCf zLzzN~h%7=6w$^0r7nSosMP3`}%KMxlv|(_A_|<4MzTfs1eGM@ToGg6UVe=OEd5acP zGF3dpntZ;~z;+k4j6`o>@=SpS6RRy>G&|N2)H?C3*bcsq0`UvQtqr9q=!Tj`Sqtrah4bDY8dF49sf^G8PEDlD`?8-Up>*Y=~*{JQ&(e>Z|!%S)GS>3ckY zBCtI9_{W!P;|u%sh*-0~9Ux_mFD+X;q+q;@(j?VM2|4nm<>!cFP;<%1F41)VI)d8H zmIom*u8Kf-tE&ER*Ls3lO^cgo(S#u|vRrLo_4Gn#Kl&==^;v*?I*H@;gd6J!YJ-C| z)zhpxAS6+CA+zl#L2Z!i&h`8$VTd)}7oVgLsCR4HN|GxlT$IBbQJ&xZhY4y;pPclE z`;WuKN@GRZs$P5%P2SoaN>J|Pzd2pncO5}(uVi zQ=XdLxsG774NusWVc>`T`<|e7Grh6k3m!X!ikhD@ivH&bYL)#v$O7KTLb%DvBZr*4 z*AdjdJSL?nJ1qzT#S#quZ{dgj{z#vn1ht<8wI7X<|DWyHum4-KzZLmOQ2Q+ue@Wus zji5#a{EWc|m|(FXjjYwB}9gd37LzC$QVkQB8d=*zkAQ=p8GrQ z>)+FJPv<`OUf*7?z1H5gy?39r_S)Nbuf5(eW%i&@>_}#> z+E;v@XzK{23%i7+&?YZK(@-qPPq>>&O&{~c+CK}~b{UI2^7WCimB)OOB;IR`yzxMT z^~*&q6vvS2MPddPCY3rv(GBFT$7bAWrIs|drd14tF$3aV~{KIF8 z9O!H1CEs*@4BZ<^pDtA)!aC#xYy8Y@!OCKeoQ`V&=+*DXPrdrSp>`miiub~f>#)_Q zR#o9%5UPH*k1?0R6|xm#cHU_;Ll+(^ZSOMh00HmBi~j1-=%}ZlLU}*{MApRAs(2=# z0eZ6(>2w~@TkGfLRX~VX@7$p_-d+GP%@d@c}2+e!U zCjbO{Y?LzE*Q2t0%{Ml)xlm6jnfs2Z6g?p-N+5o77>KD`dQKiYfNr?zUAHg!g3lce z(=u7wA+ghu!fd^B6i$fr@7cNI0zSGwQHZ$56u($E5?CGYP5g!B1}XDo^B6qb8kQvk*D{j4XLO{)mi(E zCLj33U}h6LVni3QTQ8lW1iX(w-oCxH1$Fvt!b$~?A^+>p)tsC;WOwzWvc8fiIJt-o zos%O&&z|~;^=&AEyT|l<%63$sQyqc);(KJ^#B@0+ivuq@spxu8t9lN{?|7s((Yals z`zrNP=%)mnDIa)A<>3|V?I0cA$!d*}$T5SLCTe(2I>)cg>K67CxV$~tR}X8vD`QH# z=!I)4>8&^BAH`QQ`|VyVD&Y5oW?{0+hT8fQ_a?3+EP&73S8uLmMngUk3mcPLAB67? z=%CWF2B#RxHDtZ7AdB5g*qcZi3Nq)YlNu-BDtS=qeR~ZEp6F1Cb}9mfh+;yWz)$E= zV-_*BJ|*@aYw&qY;t4vWcI}ReB$%Bb%+Esh`-a-1lJngeu|Z&W{LqD#Ew@mJy%=<3kZPk^7>t$%d6q4Y@4CP3!-96X;PRN6 z=ZV=OH=+nlenzL}Dj4;!rgPKnK`s+yDryByaH(5&O1o+;2wu+&7fAxRYtec8+!IQ~ zUaI%daj_hPCFfZ#`PQLky7=Z}TuNZ)@rGBPT^xBGQP221GK&T0IiL9IZIj?LHC>Xl zO2y@g9p>Aau43x+-9{{%o$%@AZEZd>x;SRWjawRSWA2g>*6D+nF?Yxm1Ft|BCNupQ zrAVoUTiqCW-Y%WSG#*+p5mSfodV1$wL9=VI=~wPgv$qrBsMP)O6!SsgXGc-=-nh!f4x3~A}msoz^P@~Y~+kCw<9MWB;eU#MVQGZW$ZnRbiQ1&?l zW}R|FuVe)kvid?nnMUHZsqj7Ilg_L8wKEoWo@k;v;(Z^HNO|tD7n6Xzh66F=ew&dc zB^pq1X#yomQWxdxLnw8V8If#$H+&VC6=kMdHrg|H!Aplj5WD97XZ|`m^orz=UxHZ! z7#ys3G^TDtl{7os#r;phi}%Gdy&I(v8)MhVu1C{YCXc|YFPu$+g;M}^Rb(ADAg}A!LnUQFl`X>`ua^T>9|6G>UAeygBb|l z=jQZ8RU33QbBH^Z4KL+M>vzQ3XW<>uj)bSk1>ysw}PIoM=|Ge222B(yGWwG!_Q z0;9mw=A6v5m{ILTPS3IL8)`~Cf@PfcNnl7cCE=8K52=u1g6529h#REiGD!_Ygn>(2 zOt-|tc>|xu`x^=oozi~F-10OCU4}>Z5R{{S$&+rv59DA=pxlwftZk_NO5wufLJ#Z; zFQC*(o<=*s_aSTTFiiL)e6gly1_4O!iXJ=$b>@_$R1aB^;)%oq;+wjGm#>@lwC`K= z?uGjT!;B8J(LWzAA3uhe8Co<4;-|3P05!2s1B*mt16o`xf4z%yp02 z*KHEwqOvw`?7M}5MP~mA+&ro0;!bu8ON|mSQa#kf`NV~n1cr{_bd59d z`v~{q%3fXy{dyX_pY5ik-JyIqJ?vrK_L>bU6dBXRo zdo@xDnw;6NHXmLGFnD*~e~NB5?Z^+AI{{zrHd6KYa-riQ&z(yBmWRcWY)>t2CW7|d z^Il^oKEo`r@s8Rzdmw7wXlKvI6VSiwlsjuY2lAOqO{UuX4(!U<*ro`U4Yl+`F$KyO zf#Oq)R;ii>x?T4*Dx+@#AG^$hy~U+O@t_(SL-hO5n!#ET8?Ye=O8mj+TlJi z4c6*?5Zp=R2)ntmC+fZ0VP^3-jj$RmC{L~V^yJD8%pG&hhORCW)T3F{UY(=G9tQ&x zA2!(hwWr!QJMCNg_c!3AY|V$%ONt?TZ}~^F+-kJuQIwWmYA*0~RkQobry$Rp&-Cp) z@_^yMP-TE_6NZ$gp3p3vW(E(Wz_~Kr~cN<71Q4uYxY^j6>p4rwMer+vEMR+g9ELCuG}OYeC^Z2ANy7P})2M;6g_ z4q0v>xeCrlq=#=U8lYV76H3)#?=hh*yN+JLW(kKIcdgRJa`9uGc%L(ku2`uyt2W8S z4)-NQerVpUg;}D9ieJq+Vt#7|!N$g;*gKo>w5hBczS-}&{>l>>94x_pw!f1b8aSYjPK;KE(Qh-o}72$)rfg?Y9>fF7erJH*^hj_gS0$6T!v2M0%f7| z#?0A9v{iIACHGJ{^cT5x&Oc~FCzNa%AFJuYm7;z!ojckyLq9Y#*pV~m=3HZPvX@)djJi&vI+4NuUu)UC7fQjMU{pN&ui}@8|-X? zTvf%$*;YzS&Jr#dN}d5bc{QVxZAox5LxAzK+oqt_=6TXSh8asSixCNjd%!?fOBv0X zKCq@f7nq{P3<*#5V*@Vj!E~K>K8)8VKz>3K>HXD2{hOWk4-B}?KE3+>sqo3bn$j6J3H(_A2;awJu!X-nv>+GA5_nxLLngz+52NaJeg|U1$JiG#A<-!^qVBwg;B4{frk|22rJ)5(Y{pM{jOz?y)DOAk{`YZRJ+M(YD zG_vN6e6+L>dXIWy+JqCEzIxXYI2jLj?~p0p;iAJg@5K}?^)8!J%b!>OKZY7LX=-Wm zXf#kbk8|xdzk}8}Qic<44~K)tmDR@#e9_enadPKvl0dA=@EA`;DayRrr+3sl36#$` zACi$QMn{x(S}9sdF26X!Gm*~7h{R92KZ&TSfvWPyM{>Q&44CB| z|s zcu=B~PxC|0Zp?7X2cG-9i}2oZiJ1szU#!8RC4QRS4!?Z7$x8dcDO_x1 zr=EW03f7t5neV(#0)IMo=X|K~Ra|R0p(Z~j{=Y;s_{~a}-^2NJ2VicX+;$-~;NY*ToF|+fdQdFYR0OU*N6c1N9mHi}?M1g&P{z zim|KLba3+H0DSUcMj%1A9Ud$3)VULR8tWaSXIqjn#sY6iH>((nV)JeXR$V#^eDdjt zX7Q5H3PWv|A)8&R>lg%Eu6I0`ywXs6obzswG4%yFvD8~~35$bF0^5MBd_N4IS~~f} zR{>B$V(*MsDTr8dcPU7HMI~V@Hi>6Bu=1_<*EnesfnRUR|9lV&j&?V?Fq8g$L#=>Z zSkQjL8t7EHCvB8n(eP7EW~0VykaHoZRsNAFYRLBz>#qp|ttV=RJqLc=P`gTyA9V6g z6xa~9CzAXFL#?u0osV_d?%7XpmHr^jN<;1XnBMk;^d_t>opJhj<_tc6^Qt{vb^*TW zT|8FUj1Ey)!d^j<%J!WH_DL#BkqkV$o z#|^dd4hLu9ga)7{pLV1)`M#m1)3)w<*IRacPsNZnQaK(rp)V|jnT%Mi1C~6FeBV$r z>MQ7beZUBEoq`@cTsG7$kW~1Onpwj-g{))5J60NM4o^=ADW9~0eYKy$g8m1F+AE&Y z^s*2ifRu)YL#3sNIC5L$&O6f3Mp->pz{G^8TTGoomJPL;p_uyIe_*KXO^6dv`S=*W zyJ)cX$lM2f{M{XPQrdgi?&AxK`erwUDQkjx$mid04X=tw~;%{e{HMe2}k zYOx;|1x1oGJvPSq%dew8@@wS5h7$A0ryNi&*~na#*Ox0UKr_r-%u+&w^(9aZ?Y z7eT{#?zB(z)rc7UHNaO{cE1@Wy+$b&xl;#E<||D{Y?H*Z*OH$bbezJQZaT2mJ=~4O z^=~uvWSqsy)RZ4L6aVvu+Qu;QFPwJG;8=P%{`n(-lSYx&ru*}to8rzL8=+~Ww()aR zjT}AxvT2_Tg+mBzxaX*TUSd6#Pg*~hEB$>#t=Eq0#>d4o(0Kdx7S9DEbgzQjs(t(- z2oKPmwh7QhhHasp>)iw3xQ}-3+o4oscAsip+7>;ic9H7&=x_Ve4K*)6f-_$lOYp6i zA=Fe;uds2e+HjpzAf8fc6A~8I$7>qmj9NddVmkd7s#$oYq1G88)}W!Khp#Cgw%9z) z@zV{p$EI6uvFTA`CDuV=o(zAu*08N4hGhX>#wlg69RBAGwW=iM_aW8Z;5B<@Q_b0b z-cVzXwVPp2#gIl#dunUn_YJj|^`-AVj^^UJo>`~UCt7fimEVbr%&vIW91H3CeBV&> zsM4&p4Lr5{+{u{!sKk#OYPuge9@M<3fZ6T?2Q3eM-%t}n!cCZv4BNQV1e_c5fIzKv z&O)CjK{8@3_k*k-H`IpuzN~L!(Fgw1cFH{yC;rbFY8KC4MmcP<#z~$2)`(9Im$MRD zJ$)>NTON0ZUVrwDm0 zvVj)+Wb-mHrOM-qX4OPFCK|kIs40YzIxB+Jy-?b(w617VSc;jp85ua<^-80Ydo5m5 zev^yXL=uvNvJWs1%A*>mP0E%suMn3c@w=`5P2&8A{no}>_+$BV!LRyd{<{pdO}`mx z%4aN1R|U1zL5=>dC0)(_izD!73u-+zg-d&kl%RG?97lHRs-U(isQug%K%`A?U7y`) zh(p$Eq9jUw_$8}9TTq)@*DhLg)CP9mmVkK@w^c#yUo5E6$sSxY9ex8k4<sGCWj!-p8>SaOgy-1vqw`L18dCZ8{PwkL zs*J#KlXbga`~yMlg&Ro<4(@>})sjPe5<{p~b|Xa*r2-gK&VRbH1+TdN{kI8f58CgZ z{Cw#$>}3qnx%9sf)VN4bJoR1{)GqGJ>R(zG)KV5*`oAm-YB5twIa&WeP&+TQX;0;{ zpf>kJSyM1%1`Y1)H>q~hf+D3QMXvP!K0)nKRgE2qktu|+h>-J@t`yYv&+yxl%b$bh zr(!vi{{umdSSp}lepygc{1AWZ;j*CiCZEA-Q}8Ds>(HvI9N8lET|$w$92(R>MgZ&_8cHmwxYGCwnZ znqC&v9EWb_$9Sv?Y6PBtte{4-vGh*!l`P=&p}n)o^!tJur}NqDhugD&V4isUJ*HJb zZBpYR#FN@Ee`(=Keg~eYN5FSxeyWvYD zt!trs!~O>6dEyIumk;Xvh6`NFiKX0{zx|`Vz`eZWFh2TAH8_loe#ywKxo}|l2Nw=5 zPvq9P-?$*SobkM&e1lVNt^6^faQ^@c_zK-?eJ)Cks)?T_$a*kCAF}}Qc;f+7PyC*QWQiY4PG8m0osmb9Ya9*} zYek~ZZ^=bs^$v@3vCcjcex(jVkbalO`1_C=LH^aVwbE*E(9Y7zqk1Kz_WKC@D5Q2! zSZ$utv=~11k}f4G|MGg)@3;9g=dVegIy!0L1$(D+l9mbxetlNF2LHOxZ|UC-;rEc5 z!6Unww6FBAE#2K+J$ogjw&i9VwZ1hg5YBIps?S&nsg={G9n|7ehjsHK+~b$bkq{~Q zsq;R1V19qXu*GpDr1oGZnQf1#Hjvf6cjrI$eMl|GpZXG;-fM{4RmW z*zB?s9!juq98=$o3eJ16<1hQ+*`>Z`kIHtSJFf`&zZgxSX#Sva!|v}xYC@O!H`pnf zz{lhZp$61m2rJv|lgzXPb!x>pGs%n(U zvsrv`1RN(hCNySOLTYQKclTd&yauM@mo#)~!;w_b+f8Mju5c-%!sTh@N=WTV|6~o{ zpgnXkh(yQn`=Frx{)g(~h=8j;IcjcXdPRAB4^mUnKbYz~Pys?x6Tr(B2*`EL3Bvt{#pNR8=cr`#*c3?MQty>RZ(Hz?{Gp!O~OZLfR1h&Lk#b+~=a zJTNr>JSvLaB6Pq<31X9@hBjp#MYTPjUFxe9K`h(7Grj#1QX9U;3Og^=8ui=Rs=cS`E{l9lQ@--jcpnTvWg7YqYY@(c50qZ8cODkiDk-++>*x zx^$uVsTYSSOtl=2Tp~0?*IOvv86Td7Jd*?ZYZhEle+{n52P>e4c$!S`8XXK6}~FCl65bh56H4Rzhm*&&^}UJ?}ti zO|f6c#XO{n%sPca_k;Deh>M0DTUYdPVOqv`c)hw|ee|LWLu2ZS`p#T2xI^fPC44IN z`nWmmD>_s1hH|dp6<9jqabb=473=?2Gyi9~j4v;qTTro8r+V5S?^o=%iLe48OG*MFCX#-*0~y@UGKt?@+|pSIk_A3TxcoV zJa-MDy{gC8?RJ2!L_dEuk_e ze~z%O6t=!O7(u1bgU>_;-p!-);n}O z1nonE*NC^*q2R+$jQlo<0HqwMJV!j&zdfX8J6q;Jr(h4$n|4N(I=%k2{JynQ-_qa8 zjNZ4uyk^6Di*9Nm~plSAi zZR+(#NTU3zoaV|2=UX@Kv0P7p_{2DcE1x`p;t%2ZcVybpi~OaosR|{yDa{$Q{qjmk z?Y*Bj^F{pKZ0*dc`Est-2+PCz#^2m5*sSxRQ3q%z& zy?f>Fplh71Jw4lkA(s8&#_}F-q}YDix%q?->=1EX$5NMy8atCpDQ?HYbLXVDB?d)^ zCRknkP~HJxV%lPmJ4%TN8IH2OeNzh+y?kzg!f#Ps^Vge8{VhNsCQcalj07xS7Z*o9 z=YZRyx)&L*twpoywPsPq)nLmYAzCWmf{u6LJ1wE|a86XN9^U`ogVd~Ogm%Vq*uW+# z`kA+`Z~t&e&EA}8?V6q5pnS7Vo67$tit1Rm?mDFl@Q!zrq|w--E!55wnZ>pcW$3}1 zH64bIC0eB@)%ybbqKG7!_ex0Zh}S+of}{5#S1^9Z;>jkoH%RdEha(lBlATkdRz8a= zdy}tI&C@M(0(if%|Ci)|Mzd?iF0JU%FZ~Hp9 zwQyma)fB3TOqeFZ?NLB)XU>^pMnGwy=iho-551-^X&_P82XUjT+-2oXXqv~UYKqzx z_86U;?l=&Nq)+XP2rkC<;*zhn=HM=s?z+SP@F-0M<8=B`|{QDm+u=UM^`iPUE< zEw@KndL1cIpO+Bc#XV6P8tcGRe~pG=XN+U%A&J1Htdzx6@botx7v}$3uuXF zT*63P52WqQ9xFe#UjeBJb)Oe$A-0E92&WEn3`YmJJCEsldBNa7wD|6TGW6JCe81c0 z5k%7H(Rk6SLR=#v-99177Pcj7=DdC2iH>_zzIqn_6)|m&-$GY9x#I7S|8z*LG0Dt9 zomCo6Ot{E1)g4Ep@sASAA~4Lqrj+RYv=UM)2_t9UdgeHAt*Ohu_IxFzR`!<0Dbd&v z_U!Fy}Jx74Z4bPhln zgZ6mvs2CbnjCk~MniJXxbr(lke;iVCNwXIdSRURh(CbB}8Q(dy=kEPNZ4(6`0HjAoEj1W{Ex3-UDW746e+E$hE$?w^I!YRB?b3g(}F$)D%C`0i|Y2Zs!h4wD`{E z=044hK+yX(+-z(Q+S*&x!Pm15WI0*P+oME~X~HU`_MH&_qaWj67k*3sw$3V~_P0>{ zl*}rm_EW<8zuu^l3G=njj_2WkTo08t|C8@tA6Fr@|8=N;$}g@$YCk2cs~i0fiNN3Y zIU@TNQd{kC^tTR2tNo1rL+bgz+kZpk;g%#415fxoNossBF#wHZh<-JYbOzOanxi3M zSCCF1mB&?MH}DNo6}>1DiEd58`KR20u$>|0tae&Fa=w@@e7&9%1;|dOQ%ryt>#l3r})6|y(wj}AQ9S^f06gtv-_a0 z%lhE_t71e;C+%TqCIjiNRaGWLyy$aH;b39NSL{jG;e9xUT|#K*aGqLOD0XR>rrqeR zkEwb$vTO~!j9a#z-Zt7KkIyM)`5VM}<9YX}0A5EGyfk=vTX>%X&c4YP9jJuy$J_6p z-8;1p+qi@!H|?awJ(^B_mlr;R@Z~TS>am;f`F6Na564R=Av)UL5Mc@8g2DHS=R4ry zN$rE&9Ae<5@zk>3VhBV(G)<^oI1ZN9CtPzZbHHUxPf@aO4Dl2m$?*v%!dJsy`I|nr z1$JE_#ngZWc)c-aVCx6dzkcui>edqeOFj9P{(YT!)P6vjA@4dYHtf`y7!5+wrW*)F zd0k;-Z(?2IkQtg5*dDOG&I2^77O0w2qmi7sSR>WT0H7tGOnVuefQ0-RsO}2!!qMm3 zhBxXFA%miMg4kmPpv2)IT&VpFEu68l9XeM9az%Ta?Vo=_D1B1I!%G12FDTjyZy`qg zS)pdHY4TtswnRWkv=jwzXB3M=M<84{x25vZ0rX{KB*UFgUocnDz->1+b_qIP^X!iI zQ8@k%naYI=7jVO4QOfC!S8yQlSDD$s9;_65>qSO@=l9%#>V3_ ziuuu!nC6aDQ)|5-wz%ITTa>pID|2|HQGc9+b}B!&6Y~*p%k}Honet9BSb7v*Ghqhg zaT;e0M7x%mx5$2}0t7Oe+pM3aj)KcIdR5V0RoIl>T1(B83r+VJ$iIw@qxm`I3MWod z%xal4-}S;71TPx6n^qBEn~n1$=04wN)J$gU3g;aCVD`36a@C^{M0<2%+Ht)*T<1Dl z?O$q%COjE;OXm84vQtU~KXoEvY^-t~Aqa&b>0Zu{{He(ANy09kTYOO0=2x8&MU1#l zwYymfmH?erO99gGC$0-Vn}kiE##fSk27?eVXR;1gRi*LeLWv{`7@VPDYYot2@Jb33}gW)Sk`F1f_Nb0lAlZmc&KGU_O4XG>lS+l3`H(m&Hj+N1x%o3LpeSq$b=fA-J6A0DuqqXgE41n>9l44( zE7(lfA9KRTY!~t`n(AV*7BRbF&D(fa;020_lb7+d;K)-ejWBGDg=ecc)$sOGo3|$H zXRyXX%15p>GT11M#ix&$0MB`8MXTOPgfT(+x2FDs;3c|#%egk^<>59xBaSbP!S3s8 zy=opQ!E>SQ4?YXeL&ilnku*~SXqDj&=G{^Q3NBuT?)wPf;M0XOIA$~M64M=~R`-LV z!)qo3k5FUldwDk60pDlTg74YrHPhaL!iJ&TQmc5hjY4pg*Ea-Szcv#WwRc0WH~Q}I zWekJ644txt7w)0;mzl5)a~!O-wA!zic^?ImjIsJA-0&P&4~8QSanu#6Kvm@ zO`jGygm$?5ZQ^*_4f}eZWU`8G0&!_00_vJW5N#g2!EcEU5q{+vQ}k^B)hV~gb*ybj z^N@FpbI(aA-}nyKs7fL3jqen#C#Esuo!8G?`q?BFOH~IF)G~02?P*=+iffogl$8GB zUORkO;>#_L&DzVnLC15?xNr<20htLemxrHD3b?z_8;6|^%qTkr>teHc;t8IkTG*ku zS$1s{#%;H(7{9(I#_2YxOm}V5;M5z5TC(gxAQV1WR=>=sxnFYEX)vFGhI!hN^IF=F zlwG*jPVEcWQEa9P*q9-CfG{G5LmpV9<2(mGv!ZAI=T$jayP>yVH1c@JTXea0?G*uP zT{z!Koz_VwkBG;^4+KnoeLz2!*aK16l`-XfYOk z@o`J`_ZhW!WmWZwGud!UN<=K?WHFjjX}mwAeiwXta=iARjztPbCt2urWWZ)(g09Pc z)kw?%hua9{!)1xa?z+yWDEuZS=Cl*R`5i@8 zF4~{r<*UH8nuB{lvO~OcC*MinPiwv`^@0Pn+cUA~ZF>j48f6coNj{+k$y&~un-_sm zCn<~ARRcNQPE>cBp1_%YgR)zc7$w9mG{0KN$iWjuT*{9=IO8if!#_{X+hJ{~j%eej zTA0kXx@+%#R~+w8cW+z1BF->yvM5*f#SQ)%o@X?aa3h`BzE7N@xV+-Y(KWqnxSPU_ z&Q)+buI#dYpDI-i8|Yj$G~Tbr8&3>)(4R>J+j~We3W)@`PeAq@Gr@WIU^Mx8fSCq+ zHmjV{qIHB1jQpEBYuh20KAG&C3oTsynx$rwumcZ5?=I3Wkzng}RcvbpEmqB;eG&HM z`;3~3Wk9jji((jV;U+dKsYc~3b79G4xnQLc+`6Eif{1R-u-}Q!1Nz#!9hJsS$nxpI z&y$(u&~RnjP|9K((t6BUK|!Yr#f9m6yY~v9;SRA;>4j-1mD#D;&qfLTI#0#e6bLZI zrV1if6@CamDSk0cMHkZ46ArcW@S(e1?A)046Kq?viB5BT5gE%!Tm!bN(8AmM>e9Ni zD5lhGpHkU-toY_SOMlyD3BEfq;p&FD*fechndXoy&VMi5-$b& z!#6tNjYL!r_Psue^OP?bKQMH|JOOgfeLXUmq@rDg_GgW!~LR~3s)dh{)?nc6blAMQ}N2f zp0H1xwlc`J4|bEejU>Nkf{Z+d>bgQsY$5XY>J5u{ND;3ox}!mlTU`rw@$-J4QTysu z$}ALA4CTVCl%YqeQM*QiRL7}Y5Y^vn>Pnb`JUW7orRwFvG-+eh#>uFQG;Cc@fOt*$h|g zp&GMlT1B#0PWlp_KYxQ0%EmIR2*IAkcuX>X<{odwyc&K)YnHO+o^R# z6i4vIg3RII&(snvzM5uCT6tLgem>#CF?TFrGIB| z*t8DJm)WYY7m(HtSvBOMx z#4oD0mLI^j}D z7_|p4v~E52rY`|@Q;cv>@1Vy)dq2&v zlrs|Sa`rXJNMJ~wEidddUWZX%hMowLJh9`4neyrhkV>Sd^QzqiH)Z`P4=H%j3s`iMG-4-Qx` zayIn+MoHX8ctwYKgb~~BG3oZAod>lZZ{>FSZCG>mVczajRq(-HC7Sg55`-kE4+>63 zz%i!RqapXd!lv>Db^bm2aBOp9Li%wEtbcf}P*>LmzV6DrcG{s0BCiL9$?l+q#dXq( zroo&ztU^`q*180!=I6fVE=z|QE$@B0IrDu+?KOX|<*CJJ5d9de-)DOV$z8p>_YQYB zL}K=5yRCgut(G!)J0$_xIA=m@Z7Dj@A8*nYkOWFs1a=gjC`QFx3d zjHvL6Na2RM8n_?z)N;t;6>2Os%%?rs0u@zctS{-;!M^rnE%PEJu+Df;ktD>9^h3Yy zA>^roYXT#h#08Bg<5ck4AQEL5nq_D`JBv_DQ{E`Eh!;Mtap{)JeLFmm%8{u4QX5BHey4aL(gJ^MW$>Til)wk#+x_$Q+hOirGhKm} zm5iFKfZog8qvUw}J!2IcVfG3}ZKSoTa`@I5oZ8;BquoUrrd)X}t&Hd4;0r3%aL=>A z(a1mMEA|v-F3Iqz@R7iF~tnO2O#M-)Ge7H1RfG z@CV7QK4)CVZ=yluxc_m^&#R|q~{hxof(POr|fZ5C0Fiy_njnJ*OJqag zRjSd(BKN@BzPwm|F(1vmy88N@iX=Rv@L}I1$b)v=cw8zj+>Iqwq_9~op+q*ZKGBt! zBHR+}&tMefi{q$9Ps#Dx;gr2;bz1~ZVW&6lbP3n4;FjxHjEhVHAD!45Utx0<-;m5D zN}vC6M$O;g2t}PzFEkMzIAanl1vx~Wp*$6%u#ts5{pBt-$UZ!wb3&{N*52B-)VR#3 z9XreVg(;l_?;Gz=YCn8hz+$*3v04Hs56L_kC8nzv)_D;c#`7K+C_mtJ6Mc4H#Cm_@u}fxPu>P%%FJ zI-1SAI{=#o@%m*gw^uhV>4^jsoW=vut{lpTjqx7$lqQX3Mvc?w1$h{=1y0It-9WNV zcm<<&i!)B0!etDK_ioux9lVlJ+aB*_i|)UGO>E=N5g-m$iN%K;HTpr|W!bZHu?iqS z*QVN*RtnMqMqhTH`-;xXX$-%=%7KH!H_v;pCIbEDU0WybvEVtO>b2xG-)Gb|cyoGw zT(AadiGfySHCH6w7x!kQ`5Gi=WSw!WFh!cWUSBS?hCxnTLf=&O#`THIoRCm^nFIn z(UvdKYl?B^Ybe$!&eN2Y%0}3G#?N3X;qNnkTw*>Wb5-!le4i zMFV-5I6K>e?sQ);lc8f&JNodU_I7&(uI})yo$c9X!-^KCcT?cqD||5>*g|9ju`0p7CpDmt*Eyx-wk)dRVD&e- zy%H-KH5&iT-82SzIPsQ{%-*Fxo>5~I@;}oYlm`MOElu_*(}?@}r;vpU)VRW!%0;)p zALtbyhQ;h&fc4~xx-7^4c}C6ffI%|lOK;Hakundl{PP*LG2fW1hZDIt_RTmSi&hKX zpvB$Ky2BL{2QeQW4E{c&ral{;suZV{OGfQXmY zY28bcz|hSiNm}@y$EZ0o5bx5Xw8jxSi>$;4|L-wsQYH6Iu5BQ|6I&>vIo|%~GinQ} zR}~Co&tfCfwu_*-%Bbn`QC~Ycu@jI`am$T#X=Jini&1mJ(LES2=j9Mj4F=#&veYYiW*RSu5S^V|+`I1Fp6*KZ~I(@)P9S_ z&&d6|L2A_0I!AZ%*uc6OgY#a~uB(vR9}KDO-ge@WzD^i$knLyK|2hkOe9fcvkuVs6SYr3R2es-8l;>k6G@Q~X`NRlN909%uq+6g~i~M!jjjdp` z-y$rs^^-|?5AwAGKP_yVHIfSl<B$_aWPu$MiA~*s&<){x2Z4GETAUGTP%HB(o-EDsw%s-7scyDEtg#lv2+E6}X@- z(lIXh4L3Z=TdT!fL4X#&*675Pk3pKgvR%(Iq()k!T+(w(3+@vT>edzh_d#klHH&E# z3a0R|VJ?L%#1Z9sU2efeCpgX zq}H6fLAUoGKx(#8tNNvr}hSXRNc|VA%ErDG23%p{lCy;x&oR>o7 z6536`)qF#>ReTjv`+x7)Rw1?jHy;1$xm8H*=a#@Kr1o>;`=eW5h17mDVn28NRY>jU z#`n+O`YNRMXGi?!?r#-R`?>M`(XFpSYCjsWKX?6ANbS#!_wV<%3aR}*B0o02qO;LA zNNu&V(dx)XKUS4i*Z!j;kPthk!C$u*f@KLDo!{}IA;U4cbq!2_&yC*iFQxjfp!WOY z`B6dbt3l&wPDORt?lHWzu7n5m{%N8)#Z~%Uaf3Z+WA>1SktAcR8UXcAyzh{OT`4l1kLZ;AMU>5@GvPw1jx|M=jak}bzg=!f{ zhVUw~QWPEdN{chfkG`@rOuYQS#G1UWG3!1cUDhYE|?iYq*{@z`mh5=dOFf|8hZ%@?&Ah z9`g*iNWpo1M)LcDn#rf-x8!Hlm*0?O9jdQbZZBdZNf%!$!OJ=hvs43F6nH--B}er* zTHt-I~ZH)#p&6SL$Bi?2$kx(W`6ZQPf%-Oi{$Qla36@uw{L0H z|GuC$N^N4AA!PxQX2HiSzPcb*Vr{+7Bc^b)`CW7Q7DE(fNYPfX#}EWS;nsd#HxxKn zdXAOS5)OH%C>2i!B2F%gcjfKtz$qsynqcUSct)QC{Rh`HIB_g#Ur=cc+Q)sPK%gxT zbTVHyJPBSYs8xs`h^;<-2U6c({Fot|hh~ZcabW*GsFi+4*3J6Q3u^0WE->M(FCm<0 z?G(Z7$Y0-d_}l6E!2I&X4W*mmPmgf0_Hs)SK+~RiQv{ zcy_f`a&aLXZR(w$8S8Nc*Yg^w??bL39j=yQ&IUX1TYExDqB9&V<+c0hv<5AY47YKs zhWTA|&MKzYAdmynqn-AhrCx`Ui*ng&3rfM_%*162@h-Gpv#;A*p&rspNA~LFtc3vE zn!N2j43M6)KD2{tQry(-nF!s@hmd}n#mi{y38I_3#m_=52GKkDUkzFB`?nX=WLrPX zm%MZW!akRC{9b*(w%5z|i+}xmOMjXB%T)1dmHSuwD0n78x`pRx8X97rb=svI3?16n zd!zci5pz;#Sw^l0_*L~}J@B}VgkNbvqG%i#MIM;w9V$XBN*k0Jy!auqKV|MIJ2mRK z_4ReovYRORR~)dtiOLyZjm8^M8h)7h3mP6%HtXlzp@K>H%U1kv?9 zfj)K4Iu7l2q>;&9w&}AH+;;4*p@{mwC#c2Q`(GpCwuDQ592Y6;drZ_3YU)FLD_;8 zB?)Z75FwRvv1ia5IiC-4++>^@fj8HHfqijcjI9)7bSZx$u&nXTS=h#D@+Pf1?y z8Wp!wx)Lp{m<@+3mRh}_4AobbI)3;n0N1@r5Bz`Z-FH|OOS&k0Kmt48Th+A|YgO0J_m04t&tty|YJcrn|Fta-Q3HYE!f1HTn}4gG39tM9 z@{bnOUb8*ia#qd?3W(=7nqGB7d!K(%N8uO1$SUqLwVx^K)gXTn@XQo;Hf+cVH}ydF z4&U$49AWgg1fvY=AP0-;mtpT8>Z23ULsx)cS1k z9@1_t`0(+iB2SqqGBxF~y0)SP-KXQ3nzpH;rE?*3To=_KJmO#)b?|w_aC>n`vcnYa zyQ#44t6VFnUD>)aC79&~EDgE>)x>egIBRn@nOp$aIHobxJJzfb)Mk~Ug>o2O08yUk zG!yYhXTx=Qm;yHdmsf%9l-B&3|3CiS1htoar%2UEyx_HhuKA<0?|=3${Fl4=XZqXC z&6;g|KzjBdBuw{iZF1E@jHAsLy$FKZ!s*%tmX5W8+IQx_I~C%Zz@!uPd@}V6V)lLO z(B0FDTEm{L$b2o4`&CfONL7E-t7i@K9f{#rlJ2Y#)F$($>65-2L3n0tv10Qdg4)L| z#i>Qp5)gB4Z(On&tShLgyqqbG?hUU$6ztziE{8~#Zolz{u)_QAef{72{2GILKbMM2aK~$LDJ-sO z-TM8b1vR0W;_<{DQOIZ}9Y`58TT>prEfQZ?$wZ-Vvs+)3f!vzozsBcHNK?U!saoJP zdn%g37PW4?ZH2vtinbSn(eoe14|Cza)az&ZTQ&a>)P4)aKV;+IO;G!MiuF~R z0Vm`HsxDvj+`aDo@ec{wKQPlj1hs!)aQ_Ke{~@UT6N3E5CH`$A@VAqVsD2aF{+Ma> z$4sMt+b;dTq~K9uJ~n*%ejt6588OC%qQ&aIghdfg5O2}{oET`0;+-c}n-hHC5_9#= zu9yUL#H;jL%;!*ewPSehRmd&G1`XHCOLsx+88^Q;f}s}dvilU9ZyE4-Z7U8Ne1Ynh z_Y%y4I^cKuZ0=q)gMxO3Y;u1l0Z$cD2A?yLqJAPrcZr4)2zD1?w(YD!8i&ZWgJ_lE zX^XsybEhb>OA;?W7O;X}b7$MxC-BLSDHgID-@1uIgxc)1?aXkCYW~u*bCx)(mig02 zxjJsG>hZ~r4#0wU3qB4x9LL1V@!_@4-0|k}l`%Ipj8|6Q(3rm5g~vW88>tS_0z+H z!@Gy${83b4hqR`qq&d@g8ykpdC8D=V&YF0u~apxVDpV;98m$*qO<$c)WlIo zFVUXUpO)}y-e);ldOrC(c^NMq8xpbVjuYFbj#=Q)y+b_XMAmp&JnvPh|4}R#U^Ymb zAB3%Cbp~Hi>EQP69UXb$o>+w|mLfV<0sEA}MQf`4_(!}3QCKe*W^#TLcz${T0^T{$ z+y01$RXc;+@AjP_GND)!|Ir3sCi1vV5)3sR%1vgk8xU-$s%#8O9tZXA0<7J00z5B2 za$)Ex0p}e}z0S8kqbU^IX~Rs3^QkcN-VRSlonGu|%_hN1#xebzVBvRAm>=1v8J zg8GHf)1{H9*<|*0=QkgCQfqxGqTUW^M}OMAt2r1_wun2DNu(o~n09(R5(O?dY&#qH zvXE(Ay_@Vgy4i>O{3E>yG;{;#=;jEb$mkv<#`CgUWEz>Ohf6m>BZwRi#mxTfq4n zR!d5jc;qQ5HkoL0reoneNp9nIYuxbQTv?>N1Ad(I@wtbKF4j~a_J~N1!{6JbPn}CM z#r+Aav=5{GaTrn2hLYC9xam;z*3liBc)Eacwq#TiOBl47O06uzHkobvJ~AZ3sf#(+ zk9_I_5#yxNDh~&!l;&=kVEh2(Gb9yK{0E^l^pN(MsV_jgOGck5=_Fj(9poU`e;G*}T8DgnV{*}zSEd^wB)XG{j|zh=I^p+;x>H09>&a8NiVTPCC& zhw2|vFd0_`0jcz$4P&w!y0od#NzEq=sB4by{P^t-T5__dJ#;G?Vt(+KlJRFFOB?T6 z2Fm?#GBM@QjxH*+uxw|U{iz;ix>=Q|ZF|v!C}W?jx)$Ii;p_d{Obi}2p%k%F7{;Zk zG;g!gq6_(Q584TaTJr7U&U(T(OVvWPOGQ`<%4dD;D|gGG<}JK0*$IZ)n_6<`8EE6bUp2_X3T9$YRJ=05H zooJld6#AA%Ko?h5@7VK1#0X!K`m`dmK^fPy`Uj;E)?gjjEFUyWFw~4?jCT`X`vlxk zT<;SJMxc}TDLRAi6L6SzHT|E~Jcu=g*Y(?{&Y0wvq9j zYVwbS&z|la$j1jocvz^u-Wm;d1`SVzP4ZEoRaNRo=2S3uDGn34UxF4^`wfjvu?Nvmw;q2mJALnoa-C4G-CQf;V{R2Nb zWb*Jm@mbe9#V$D4Y*lT%6N{Y>OV97@FvX{l?R(LlRLqy{ z&M6UYf)jatS~mB!4H(epLJkYHXcoh)lde z!E5>)$MtV;V7m8ip5-a9jZ`kUXRri=cjno8E}wxTm#So%NLoSK_ZjU6lP%yYP;u|N z5-Z-9w6TtxV5q%5K{FR8!+_;u#Z*R4tZ%4Y##)(=?qq;Z|7?_BcRo78p4Uh}mjuMM zANNkyg`wQln@5L?Zh>@<&CP1{3Y69AI2AIQ4g4kMHMh6cqN27w1LaRgKqgg3o8%cc zYV0Muk1luLJXSD=l;LCwbX`J)me?!(MezzV)Tci-;3h#Vv_y z3UtHj(>q(8;|I~Tw$|-4j3&@E`7F<1n>y0I?+Pt}XW z>Ub;iCeZG6(DBk^zy)f>cclu~H`IjQzEm2YD}v=)+eo$#2*g1kvc8B>JIpu9l$wNcY^)NocnBa>jLDV)5wk*iz;io6G}+Y43a1@tx4dz0)w3Ne46|85y~%1dzqcZSocbLv4w{ zDsmUWQ0t1KP!smK3@T%-?MJLmqQw1Y>%14f;DGi5drLhQdFCZulkr={IOMh_gY2j$ zE_(2Mj^eW`!JOIAKGJA_FS1=4>k#qA`bEt|KOp`RSGw7ui=lW`V$1C_D*`g zuDdM0J7YeoNyCL_Rgc>=?c%}Sa+N-5vQOZQ_h?td2QsX*Q)d_Gri1#88(SljNbsGl z%7v~3LoJ=P&u;@0J&v;}&EHOS4f-ym1p# zkZ=!bZ!TCgoSFaZ3&R<7YBlf?)00UY$_H=E%7vdL zr@CS#sW%#uQk+=QRt=i$zAw) z#a59Y{jHEMFnn<*6CEBHQCK!HD}VsC;gpCwoAIE8_>44(4G_JK33?RIj=!+5eJmrq zUsJT7*?sX!AEY|+(!U&G1^Yuu@$uP$_><@nG105HAeup5tzLB-PI6;TKCpFtLoLtn z?(xpBDzG^{W=?ka3F>^9xbveyDSU1;VVx(=L}TaQ1b(|*3RNA^0@-x0&`h{D_mz{i z!1Un!Q=u2{kkAi~llRR`z{=4fVWeLQ%?23CJSmxm_G`kVr)@XGvDN9TCImz6O8U-- zRf3_Ge@Me$D$^Ja?{KSbv?Lg6m({%K2!@(8$>j7Z!BCq!x47L=!5+r9VoxV?Go;I* z<;kfwitR@ij&c(Wwdq1j^JLw7Sl!}t$&(}338^u$Y$L%;YnoS1xnzJ(OBfxYcXh?C z=OcK(^&i1nwiV?*dY+i3r{?01S8ENm&ZYK?416NkF}$_m>H8KSaq;7uS)#$Q$*P5Z z3VC3#kL2{uKngs_{N&nuf}tkzCUhz&n+;Dj%FWRb3^kFXi4T_C`(XUMdc?*{Y;bZq zbx163C!TIG5I-=G1~rQdcw_Wa+11h^hMBx zZvj+MpL^lX7P{65f}zI26Od=7cOI_ZmLLC;s*UK#T_?E|hOiy~yZq!EH1dI;KAvQ( zyobljhkdmTeDUPh-qUomu6T+5M5cqqDNI$(wKzTQfH@Qnytza$)IRxhL{-eVW1Xa> z-Ig?K4Ye2xrVrIyxN-R@;qlSq^}r{J#LhXa!W6}QobV+c7*rD7M5%*7(ChUbr*Ru9KWozI~LNrgEKp=Zy>Q2+4;sB8PJ-| zt;X=C8X5Rq`_`V60dg8j!Gfo%&{UcOvAT-_JSe-gO3uoHM)wN}-hcHJoQG#iyd3+{ zv1QwYe2v$zH~FN$4(&z|Hf*%~P_6}Ln|KDa35J?qBhL$Nv3f9JWf~-@c!|z+v!)DC z9s@d^po;26gr<1{(q|5Qz;u%*UBrWEGo*b9<$3;$x$Lb1QvCBr0 zwygw1EimKcg@!m=Jm8lTv|m6ThvsX_SMGJiZ#H`A`@LIhsL?&>l3V84f@8be4VAtZ zt})c;6jKu%lPBQK9JR8)&oMArUUQ91`~0=#5EIz;uMd zLOH=u6ED%*|AAnrk#JvDF>58XhjoQ-!(WvMz4 z%8grM{kq%{x#t_zg|o?!>l;eTMljUAQxMbX%|?PC>^XbyV-6Y~wx4>$BLPd29hz2` zDAAIfEYYGs0Vrrycg3YWMLWbyd-vR{0(MGDcOrtJwo~Gc6O5}uch09qTY{mcFfV8n zNHEl{2v`>ht*$lH%nTo7Z-8#x*RptZpaP%Jlce#PQn%Q zw4N$(moda)!X>8??XB_AQ}J3k?5Y5Og#ikI18u~47CJ?fsLCp1n|q`lmKGIG+4Pl zK(gmO3l8ba@4Ylv@M9v=Bod`NYj4O^ArRdXY>vD5rCY%snIpI>)jk?%HTlcLV0ueKJ z>cvwWC}%;1>0Nz1m?gh|%Fgx5VmCP5dQ-o zlG`Pz7hHweBJ>P5bcAAw^b|LtudaCEv5S~e(P><-b&c1BV5qT*McWz>47H_{l#fX) zwwP-F$>Q1#YYnxw3a4w)RTHpD-@{VBc&(w9Ev$9_=>50gThpdAA}H{!h zxT@25LjzD+`ulJG)gWWHt4l+11zp#DRugfPNj)Kphae$<@=}_{c5Pu zy|(g*Bp7PnhLf91{||=RnHhebRDz*q&rPCRLNL@!ZHtpA1PF$jR6Xs}F;Dz*s$zNK z=_S0lwfc(UeN9|*sQeB6Ia4e`>0V@Iy9a0YevN8>b`e)yGT@S``Td3(+pXc*Bh*iU z)Yng@IA*P(MlZUQCGC12?4MI!VP;-HXNvn!&udQX?iI)G?G+CTec__YGIaR%m(d?Q zm)1AbD$f0AvUqF^&&u)=j=r}{pbIy@Iyz_~&&)Q)6re&%~884F)N>X5eA22)0z+q+fO7@rH;c;Jh+0uJZh z?lLoAh*h?GHge8^)Zxa`t!PhPNl@}@g`-a*rciU0@$X56o-pz7M*jJRntw2f(b7wTq1F>gM?2GxZMT^zyg3|(;~AHzN&g=VwTpV}UV5gc zn7XXU>CMXD-%xY%Qx&?Oat~yhJ)$E^=aA8eKTWO`9iHRwt5|*z0-p|@zeX#z3?Zq+ z+)BFt{)U>@^4=Qn@lvd?Vp^zr;x(?`c_BuM(;IiVO~_k?u5YM)KlZ8FlVGR?#X5f1 z{x2A6Y(f269V?IFiIIrREeB!nZoMRY*{A{Zq7C|_vn3()fY|ppkBWicIOP4ehG`^I zve`q8elu<&;>{5I?hE&1tVv6MOhc++qwbcne}6;G?`rI(&%=fI?9?{;NXBODLE{l@ zLhFDpMwLyS-}kR)s8Mfx8(c#|f**dW)Sm8kgE%)a+RGLra9#T->wQVBKhNaUFT;QO zdHHAhH@`LeTp9Nze=Gx{ip+jYyA{zfKk^WYDQ%buQlgqZs)}ZH)ha(aJHp6-F16~8 zD0IJW>x5e!%+LfP`mJ|ATt84mRGjz z-$n$k)NCQ!2~XA|G17|IV#GCQl$)UPh|wO3AZ17*;=c7?HPp8LW~iwjH?p(( zLs0ueQ2U#a^pDN|;RyV_1vTS@O{s1BjG&F}3$a9B_?k)Ls@7Sn)ZdPR#vCa_?nZr- zx&w0NPYojK`Qc9iW1VXr(&NyH=V(c21Exo&rnB64)_urAt)`Okab^hw2t|+72so~L z{@*+NzgJMpUudE@>OGGP-Zp%qdq%P*UcZ))veU|XDViKO9B5lw&A8W`f5UtW%>hkq z@Oji_R=3F#d8A#mx^mzg2)0+LS6q!p=W${Po8&t*&yjdYygOg6??&asgpe^1aaY7P z9lwCwEXcP>-R(g)p6oxfDYJ1+dqmJxI?}S%!Piqaztg{r{-?+H*LbYA|9b_sd+k@- z-phYQj^cHBo06vG&U|6BAbvH4;sY6cxa#`W#Dn#$b#%-pQb-u-QM6ZQLz&yM0;$QH zP~9?ri?i@;Ip?zUhqKo9pg({0@%K+*sHXW~HG{b~SbS}hWVus@x`e~`Iv3ZY4WGHs z&OeElqoI)PdU?tbJ|s(f${qVdP$N9)-eTI#0vbetsVj4QsG#_*rgRiDC~&avOY)*Y z%Ptx18Rx$vGnHq8b)3YA^;s1IV;md!wZ3p+y(EU(UVNuhd~qLbZHch%ec>Z#9ZRen zLwIQWqQm7o*9Hqv$LPMhG%YFMWZ>Z3uGoe?+quT}H;ti8*3Rn1Esy2yo4aO6ibq12 z;NAnpKFNrEXyDYn6iUdH3|zH|Us=;1*6WYI9{;hk!16Xx5e&W{i87)k{M7qT{v*@7 zu|4j910+sMe+2&izlX8ph-m9J3|#t~{X3Ge;FS9YtpNSb&%J`}Xd9jopsDDQ+nGQ7+2wmZ*rh0$(fhX` zIzQ<%V_6a~MmnQ5vSY`Z_9$YY@h3Z+4Jvp#O|vy7!cDJHXSg&HarR-mQDS)mV^q(;E}8 z%r7(=zkdZWdFm?4KQRO!xy&8mS5Kgmb861klE*;P{mJ&UcsnFoRo*#&(;OsQ^vI7f zdLoCZqRw;M#Nnc)`nfK*t;pe&Y;L7p4^YSktD-}5sAo!L`BTC$c(6kRBNZDk6oiLY zu5JgD<57;=3#aAwf75n%it2`oO-aK3`9r8#4kcz+tHJbefDtDXtSNtqfL>^O@54t& znugPu`-A@5@%=S^fA4)Qe_NKyuVBK&(N!ZB!oIGv=8L-wrnUh)i4x`g?2R}Fp!wa88Nj|bYgeg;j zyw9#}K#r8bs+9xdpq5ib7Vv2fbp%aAV1PbY_gO!6a#CBj{J+-ce|ld`EPqg;&J1?g zSG}aV(1A>Y74ENIy9}R%Yc5IGHLqKrcT?|9a^1Cp+3UhvXVpAVC11uVVh&5tc)`6a z`okQB@;e)Q>Rf>10WtRG+X9d(kC$6;p*0+wrx0!49*DREyY=REFtlqFoe805Lv^6;}_T-o=Tk_jK|gS!Q&q=9(1R zohTIA$|?rcOS{5XRn$>HKk3UnK{fbfr+@p>7c&%L8qi2}f)3J4N1MVOC*;%|T}SGM z35yOi7=FCT^&I(b(EPAGSObOT&Nll5XAoiPLk7`SVi<~dv-no}RxV|PDd~<*G59Ke zu~7GWfCM`p9=vo<9MEF=`Gn)V|LyjuCyrzrIa30wW<*+HJ`Vr#?>D~+YKh0`8pQpC zV3d@3e%CA)D$Fv^U3Az6@_TO7)2E1`LMrP%#X3pgbr8gR_Z>kLhh}TeMNXr|Fhl+O zKVHabXmO`(&WV8eA6?Am2eVu6Z!OIbx!AApWo2GkS3=*w5f4%Pkjmc_n&wt(BAYNDVqTQ(hkx z6DG$THtaKYRc83Tl)ZyLfNt zED#pkilf{?LyGt{~ zU2;}m72ug->(CUOLOZCP53^Prg)=_wI&IoMYvN61_t8W{MIN|syc|hnT)Sx1ukG>g zw*NmZsHFxQ5E*Y|fiJsO_!Gk<&>h+i3gwwY;@zXAB_d1lwD+WxvdEPr$A4Up9?keO4321(Bi%g2CiX3B<VTS3$}b>vIoIy@oi* zk%=-&0ZD1yMH;Irn0-&VnttrhPi6g@=Rb1)_xfph7YE;vDTx9;QB2|5B!ymv$;&*F zWrudDqG??+7UUuFn6;JnJL3LIHvgcW73H_h&n*t^fXj!*^tuIQ(a=;>#6(yfB4=m4 zacnY1uCAeH#&J;_s`w+{zGAUP(KH;Cz8xm8dp}XR`P;RAnp9v)y}y$os4aH92{E)l zw2KZ`q|bjqLSjPSxW2T>(bUD%lOFv5J?++7@l|c`((78vbF(p6Fcmg034gHeM?LXZ z@2juZ6~m!teR2xKe}0Pe9~u8&^De!!dB>K%P%!JEH6kV@{!4jj@So57nf~=vZ#@FO zwtDS=2lDI!YI;IQ@Wt6~UI8&ENT*i6uEf8_PcuyqSVlDapxjIT;9EYmHGZ0;bHv8m zninDRv?njQh97DxfA>Bj&lW6Ib!GO+=dAJ5DBjaW7VI(xok6M-&1#oWZg7@Yi`^JH z|FV$dgZ`22H@@OmE(YtJ4~HoG{`u=2`_`uv^mfKT zjp(+sfim+y@BhEF2hq>;w+2~K+3Ixo42B)2ICOUF9!9LYWWpv!Wx>=h~%q3Q5^bZ)0Xrf(9O{p+ntk$Co=j6RL;qJHjRwfjI5xn<(fqtLm_d zH^CpGa1ai=|Fb;5UH^?^v!0E$E0F1$6jhD~ASr9vi&HxmP(F*^*OZX4b-%i+dFQsr zG4wSY4@(=V8!d<9W|CQ+Lyuv<;uq-wXJ6nD9c_4is}Zt_b$ zbLj8@U(%&fEx44Ba+8k!Fsh_XI@fKe0sbRCwvOc%=!WtRj`Mp=Kxd?wVu{EF6*~3= zoDCaB<+MSz=l0ggo!IuASzylEW2C77p{&U0-Fc~?!K%{{q4W;rqQVSSp|7YT zWSh!daf6&@AfK#F$q!J_xRj=h7RI_oJaYhh}X2=@+IjvPoGsif<$ii zLD8@^@f{!$zdwGx3f|xvv^&=ij&6S9-Qe2|5*#sXl$42U&i`v9{@=F3canyD;n#z! z@6YXvm3h3Te81*0u|LQ7>s&Fgvc94$y|TWa*1c=b1aY1X)Stb#nX|?djUMy#n2Wyx zw^=VWe;YDKq&HdJ44;|9l5|XeUbQz$O%${}aKsk6TnhDWh=m~ms@As#MVsJbAiH0Z z^srpIljQj0!c1sS0r!RREn4nO-LX9uoJS51+yRNU|&;T*3lRw=HCruNk6=pUuLa|FWci! zy!#vNV7A)-D`WNw`k(gG3cm8*zrXV~Jip3lH;S#|5zPW(Ie>-u$>G)k?&JUwmm zk=$s<*>vDD$<;OehclJpd?ogTdLk$J?tr1c9RE2^{Y?K_fQ9&Xn!TPsys0Gr9g1A$klfX$1zqh+8+z&#*VHeWrfas1 zt_^H^s8t)J($=)cUu*W~E!Li;n4QeoAp4ckL04t{se8Y^ev95}mUN9K^d?kap7tm} z9Ly@yN6$Dwytg#0ht5CQme`u+ot0@0iI zrmwj)ZotzH9$DR^*+_KwflADLDu^Dc)wBt#M7H|J1P>I8gSPivS#%8zIx|kx5N*%^ zh(AoHH);^=Y&6jGFM9)Dt5#)nCMkjAg!9`My@FuQ5fQj@ngo@zZ;Gcedm&LA=MnqUsX@_bSD-F8c)N6U7I8SyTaFjn!K7Z_wJ`fv>)sy+ zg}?YW;y}12ViX}w@E#L{f{qCF&(Uf&8x!h z!p{~^E~oYq$wMZvtPEMXD)v>bMdG!K&8uRtAINxP`K1QAP8?JFdU!vay?&K(kC4!s z`@=A*dEudXejKS}? z8PcQO6NV+v0`PJ_DP5R4jA)ZUq` zMQqWf_b)TeA|cNsWL3k%!|uFpJbsPO@7>Qm(X28>bry`2kl<;8 zm$s-j<=8dp3L`na(oO6gKl>N{OTItT-!2oOd(cYv9flTn;X-Beqp11qOxF_z3|%O{ zbL_knDqacJEjfGucB_o=bR_AaJAJucb4FV5^?jhuEuZsi{4}=fT6Bvq&VnhCRtAT> zHvY-@RhFA2b#dZ%1GdkrYp#W@L^4R z{8sS4Y?P{(JZDE!of9!H!;xPAa!+-S$}As^{Y0xgW05w3jngD59$Fr*4xAdtlqG0MU*e z{Akc5A+k1C9(2uD6(!S+P*~DZ+fLE_VEaRJj|FlQUQ$r^M9 zEvl*|dM;~$*nm(UQOWP?e!Lq^GX}rwF|Ck;pt3xooTI?TT9|cHyGOyQseL1C!5$NQmm*b<6v|-A}X9WulKf#}2+Dhc?`}B819F z$#>fdP(WL6m3+bN)ivX{piXCZY#I}6Zgcv^ZH(8%FH8IRgi+=O;1#4TdBx9+KB=`` z;;a*g9-1%4(|+gBQNjCrY+YZWlUGA{HZJAMC4A%-;WFWeM_YX?uaZly$#1>;;a~mu zznh;H%gAr7p|uTWjaEkQUE=>=*B*Dw^oxGnHUg5{uX7S&)_-*6MU39#X!a%avNv>E zcb*I#ReSTtw41$=r$6nfTt%)CgZWzmH%npTmO`AUL zT>sG#-;fI5QF$6rJ)RzJdVOtv|LXmJz49&F_8go(sRgEAKRK|s7O#odudn~Te%i0E z|8+l)*-xtMC>6ZkGV_+Pd*`~>-x2%RS4NE*A_|-L_QyP6%e*IJkT1v0-yOT8;@F z*wh>XdRxrdwT4pBB_7`VdQ}lH+u(O35)+}qyT^l7tL}l-u)Vr^$8&U4+uAX9;V~3E zbgwMz)_0Z_iv9#_ma;sCH#LFk z&bZ9uYem2r_E~5$a2(YQv$Ma*-GJXO2k_P=J3&U!hP#RvmOyL%=C!xitp4=9QGeVj z{*Pw=nf`4TAa{L#R3<$T(gH|-OnePTHkuM|s0O{j`SthIv*k8OlkI71H$hL^gxLKK z9Zy1)Do1y>C56KK%>v5Pk!k4YL!O=c<-{Pf&ujFKBPq)KU?Vd=QU(JV8E;kIy+oXJ z&8dm9^`I|%a-=_g7I77sqVQ%P-o|A2c9eiqq6G5N-GbMok3&ry&o!I z`TeQgj!WXGU_O(qaA65MrFN6=<>ZrpL7`*EcQO&HkLA1z>%D-JPM`Nb^S}znpUCJy zyN}{$kxo;`F9l%%PoyT>sg1d<`zkrldEz8XTNlf3w!87IZd#hG5l=BK_uDp5xyTi6=j>f)56a7sYjv@{4 zhDM6kmTmzJ*S?G&o|J`)7f;^i5#53g*auWf`Bgwod+vwCvRag`P@3A6stiPxIfsu% ziy@}y%l(HM7VwNf1e;VXkNn{qOC|lk`uD?(zE+A?wjz*fYGyJY_yQSft^EmA zda#^HeD3n{eQ4FlTm3jci>RX~lJA+&;8!-E*Xn^|XGZ zl3sZ{9E{|41zWqsBBSMkoH)85xS(?ITVRPRqK!HnKOhtauM!q_eG0jQDnxH*<{XTM z2Ns;cM>OoNg|15R~i)x!QCnJ&^~O(-X;>ZpPCQBd#~mSVXqi{42u z#Tjm&$47SD9n!wZEk8gpCZ(v6g;QSLZ4qmC!19~EU;jevfsJ*OwHyUaFb&WgUp#ah zJGH$a_t|ZU$&_4oNqOAFb*#>UyvjOQ<<6HQZvLmSru2pHE8a>tG^)gYHj5auEIn{d z+?Ecj_35@taM~ittVh^(GyR&CSYPL(r}BA7O-yMIalyt0aA#=Doq8FDsueXXy`FS`C|ysD{N!2dBu z{Y?L3`{y4u?JFf7kyyxJYdLZEVJed8ZlVpQj0E&evCEv+hcKV??zhI!n~;*`;Y%Hw zhqiAy&FgKL0)kiD-|(uHpg``SEvNM5q4Bg|3|wSHiTAZy3*Wzj8-sL}3t69#*vFmL zHN{=P7sXM{@?i^Hnf#7seUu>cDK(4FZ6ONU=i{4Ltg6s&omM+drD zUhVI-QbZc8`gd%;&tc;23*=)9obqI3nvC}bbMf;m?#CXQF1Rx3U@`46S8R}bI&;D6 z6n>?+jmpz24i^hkSF<~tVZ&*6Z^A8yr$PnIcbzf8?G%M3acu_pl8IGJ3Yk29UbuQ> z;XWC*Z(o|fERqEcCU)_Miv}S_EI%G8d&23G)uM;O-#}-;ByDNh0MhWKE%wYy06Z&> zY%*uSlWQ}P@ce3=ru=vkCj;I-UizF{=r6y^ zReZ;PivQ2_XJZi3ysIo7aho!r(5FmUl`S8&v65xD%_Ks-aSLtpwlKuJs2O?YNh(BW zZ#T@@Uyj6Q_+Om~%z}s2?|9XFA0eh7q5=K)su0sqaj8a#8!i%!LE0dqd5}S5lK??aE#GJGWdxSQ?qz1M&7fI|9HZ}NFM)}| z@>MNcJv7XqSz5U9E53U*Z$oPYi+t{FFVY7Wi!s%#R_p6*PaGJeZIc|}iX|)um9Jhm zz&-PxA|Lg=ajE`-(VIz4+&gAF*~=J=+xDcXL{(~Gxu@-t{-X!5*|1BE4Iej-SCt-8 za^}WnI~lJMU8;wzW(SV(t!%`?N+wR@m(xJkyZd2A1~C@dV)vOM?<|zx(p$0hro;P} zT+CD0++pg942wX?JBZGH`{7~$Jrpjm7qm0;V#i|?GuQbNpx5y3H+2mL+;ds~h)Ux6 zdfMl_@sd=-DmWpP`lI&Z6Et&vC`adLDO6k}est%-U9^>JKsj%|6b>~wuw*`dg{)PK ziV`epp|taajr6T|=)uc|<2!E?^aDP#t&~NQh|)0g46DZ+9DltxyVZ*tB!6VI@huSJ zB;V;LduJp-E8pZ2f21)C4P2G#G!RF9oR$H?k7j_nx=k;~@(23tdu+xo!~wh|Z{af@ z=1710tLDUpNu0uS%Y?0rQ9d#DxKbH^DQ1= zF5R6TSTb&Z+8C=UzLryAS7hmfiM~E!ReZ0EFYTh4UK$g|;(AZQ9_dkI86`vGSIoQc z#jS!46NasD`oXrr4rW@suuynfhp;r9>vp1Nb2OWAKIJ2asVr-ltCo4!R>y|N_^mza z!hAuz`_x&p9ev<;=j;{!3RZZSs4dE)DTu!oW?4J)+=8g1)1SYvZ^Ii@m(0_*{dv6V zC;j@T@#<&#H^UWC;|N2V;bawzH2BHyO?rZ?w!HQYs4j)00}5?>Ei#c|qkI_0YAMKW zyD&{m)`Gt53Cyc9ge75|VkY89uZ`ln{92-ix#{I|p9G=Fz4velWz2_%T-WhQ>75l#Wv-a+ zU>VgGaRV%rlDDtovMZKte>)sge+1hfnDjQf?up~uw@`j0K8S5L-Eorb7sgZ@Lxnw= z>G4hDHivzryKsAjiAJ|&E6lkbmX7VB#Wjt5bV)n~P~E69OGZkGm1~$Pb`V>`RyJZQ zWe#?1YvMzpPU{Ds_ZeH9C1|#lDQ7(PSFi!+5o;z+o1NHN$0Ts}Ng7m>@1Mx$-G=Ke z%37@X|2$q1%})NQJ$_67ra{gh|F(>N6v9I@&nNV}m54(i@MK147Q8*=YP2$wgvi~} z{5+53gCgtM`;YjZA)#{7^uXQaK()Ivq3Fj8Wcq>1c&hjWEXI)Y-To|$YPJrj^^Sf3 z&KbYm5p#skx8nUb+N7r7!}c`&eS+NJZBibU`sO4QnlQO_KN3ObgR{DJEA|7a5{K-D zt`SuFotfRO^a4;$X7^Bz>LB}tT+8ghA*@vUru9@ajl7WQmt{VedpPfXw`&)LFYde+ zsbKTY72i0-C$6o33MXk_Ui~cOhz|!mNR|1nh~ru8E$=P3W9eh^1&vz?dUJZeY-r5xf{kQ)R))S(?}@xn9)-awAn~Dp7?87NN6Brx9Hh8c-cdD#C$3kr7{dERmt84 zQR~P4A4qBt`vXz+{U`1~M%`G*gPRZ0V$Ob+7j=q+dG@c!97k3&L`wtE?`uD= z@#zDa&J1ClRDTO<21#MMN63LS%fPT#{uoR@p;7C8&xg*YeOQRx^Axr{()SSPZ$TN2 zXCGB7oB*~{rY8@$$|L&LIx_~Z4_IWlyZB8Fjl9U}_lveS%P{S?rqJj`KkR&2Xi+rY z6;FGf=|2>93a^SV%2&R##V$AOo^3Fc$I4f%-9)%tab8*tr)4?D>@WATQYvo8R0m!+ zuIT=NN;S+nahL|5OB%W;mR|xFd?MV_K70ltDXRM+Q-KgOdtF~xYYNWjS)OgdC!k{Z zQ;N~dGF*5Q;gEFu9Q=Rmy$4hlO}6(7h)5ENl0||bNs=I_PwgT|&Ilr)l7o^_K$1j> zB8UPKB#Me)03@kM4q_mP2nd1-DvAgH-I#`9BY){1KkQH4gGfzn(`BomvmlgZGdXfO8OQrDZN8X)9CT?StEILr=KPc|)uj-?jH&27sR}cz5ShMOfEo z6}Ol_1{&1^0l{&`z`&kERDtRt>Kw<_m2MIUi|kyeC>6kl>29}~<+EYK=S|_m?yT67 zgyFUF+dtx*wBGzh527FTCqbs;FL`a{4~8rHXG%L?oIzukY}-xG2SGRYO54{*$I&}7 zf=2FDXV&D1fb!*h;+7Mc$TBT=?u@rM6d!LTjbbE68Yef{ahP3# zD4tQBo%E&X%0Ogq)Z=`RYe7{!Q~k(BDS~=g*FH>*xLMuBU1ypF--n*Xgo+GX zmN-A`Nq#3qb@31$JM*o#Ro@YtCT;q5QEe}FwB#?@a`re53Mx6e{+t{hDu1bYb_*qD zEj@KOKxZ5d-mtv9Tjnzy&bOR&y>kw-)D4P7PBy?xH9qzU9}9>haViwldJYzyJNuSK z36QYUd_NKWL^iXZkvwfLx`nY_et)goO{YdWAykP~EAx zP?@Q-aH=xc@EwgNpc|7flWGl+Rno1 ztL@sU!^y}=ZTomeFF*J{yJ}dfx*4e?l?X#I@ z)8^!OX(?m>DCbvD6wTKqw|WOA{S~#kld%xvO0n3dR0hXH@6a--8$w|DrN-xbp2DYN zaoZMdOM}Ld#oU?c9uTr>ld>_{2mM_2ZlbjJU?+7EhvlvXq~Gb8nkldiS2o<(Q0SZm zDxMRCWiD(u{v)eai`Mt?Io9a;uE!ttXFb$=8OdKpABA-KYDI_hUdZn~Fl%U%F?L^@zR-{PvKt6af z6qK4KuUTovA?jTvM@>&~Lu)0>aOTsZhHW9=O0!!q@#6ZfD<0$cJ*~RSB+V_nPYu%x zvW4J@2DVS;TSzWxVv#rAWl_j3-v)O-?Q5^63+}zY6>xl17B+Mw1NMcv> zqp!C~QQ)Gf8@Es8jX|Od+0_K$PKfO?6H=`6f%qYd**M=@aC3W-li#!s$kBCOrCVu& z#ND~@Hb@-Aztue>vFZYq^uTT>2L-U$Hs7m9QVE=8Iw2=g=a8x52}L2xt=Ke{AWG+v z3e9icnhWn(r9CI5*v#MiV?NQc<1czt|6zaD!(*iN6xl-yAU%2YgUcCLbhsznV=l@K zSd%$KH>%qp@>yXeh1qy0(pOR#J~2u}1FRvVIiT+vneY5|oMW z3rnx;IO~Cz2DSVi-nGC%H2imkHY#BUZT!Go; z<@fZo#fri1fJbG}SRwjsnZ*bqsLxQO7S)2inrpJkdLhU$dQN>Zv;$Nv&j;?R$FMH7 zhxD$_9f&F8xkaNfgX#`%qIa2M#>N>l(d;t`u<`sjU9Q>&tn$H%KN#76kJBW7_!m8h ze%PM`x#B~4nQyx}r0>|HF0FYCX&I;vDTz8mMTA`3bczL%Td%BNN*f3IuYElY0`rlZ zSMfn3HA|4`xp>)VryoM0{*f#xToB-VRux%)BLu#Y_UxuU0kSKziRVYpqIq`t3E@pa zuw9(0vQ?!Rak?d%zhIPyn50xVgr?&dYvb1X1Vj}978b5YL3uk6lQ=x)(C@f z>UHSsy{ns;wW_dOC~e9u)gdg-qr9!$B_2a2 zj%s?*7#|^NFD*a64J(W*S;>5`#IH<*3H!6RV`7QtXCG94fcL>Wd$n^l}jd--k)T${m}NJ@Pd$`B`#MlOPCB6LVBP8a)CZJ1tS( za5<2O;_`iOd~S*z2R;6$17pnm(2?|P`$ zeb?iM{YekOFs|tI64h)g;60KhSwZcG-lSIag(z^twu>7ie6{8Yvs<>NU*qm0tz48j7>eIsYTRl%dH~P26Ei=q*20N%71z$h zOX6bhmdk~$2AFkA;H_($x$*H-g_K=nhq3Kv$x@SKUfiBP!g9Ly3q&Riz8HG*6i%!= z|7pVMA(UOMJd)_=0ojy%N0T3BLe%-fTjiOn^Q0>W_K);c!$yOLw<p=R|x&Ym+5lvJjQ03Fr2nm06wJaSdYIcKQxwW|TiHYpKc$0&b7Z{swqNV(S! z^c?uE$Dw=Q_4r|b(&Hl^i{iOH71(>vOg^d85FNVr^rrDqYZx}&$fTcg0QFr`Kg>6E z8p60YhQ;#bpgA)CU7u|App9}#xlrmTqGE$O;mr*2pS1Gs9osPBQ`hX=!UKcGWbo_N?d6*z(im-7Bw>R#wt z?XdR^CQ7)p()V?b;v9iZ$z|Yj;cYydyU5b$@EGfLNxN_B^u~k(vsSX&TKFPQWwrZ3 zCA<@71n)}Im?&{ zK>y-adJb)6;e$%esrr1l^9JyX1h4m_q zR85f>Dt&;7LL5ouU)bYKXM&f~TnL!CN3X0*bT@u+;d65j88==WaA8usqK3D~SIf55 zGhv?0`QAT_Zhr3{KkQHaqki!1 zsXjIuc(gN3Caz2jX({t_x=-x^1DpE|{?_71)T+G2?dV}hP`%wlXLu5=f6Z-J#VQP{ zRVC#FVpUWSKg^-O{R^Uc_3GxU)$gVsw^(UQS*w63y`#E~hb1DhrqPJcJOt$*^MV=k zN@A*vV(1Dq2-#`ZTet@(8N~UQA>44>*{tqs^P+!%uR<|Zeo4XBT|@? zB!wkemk4*%FRuSAO~75;CgyRmB=~jIKE6vfL$LGBWYfO!S_ssXttlA43SLbQ5**i#q*E32XeF*FX61 zkflDPOU;Gv4>bF?2dNd=b2%ryCWR#Dd_ocv^%{TudUpK|q~_aeWZM172;@f@=KK0w z5d)e0;cF8PAf0@cdX(eR8jzZ76!Az)vnANB>{+j->GW?8Qv224e=kVw&a*i#Gio1j zoiS*->z9DoGZww09K+z6Y@7YY%5oGS$cwZ0|Q0B(WoD*jGElADMjOHEtQW9vMfA6cmxd?G4 zHWUwfWW$Fpr^CjCF7$|l;sI^iEA-+@S;9$@I|L(oZ>Hq87hres+&T@nEHvzM|C09x zDhO^8fBrOV_081Z`S(8!Qp-=ey{WWib+#W8?>wm(`mG-ForZ@P62#$_Y-n$|(OwiU zz3qkMq!b)=DCj9I6+$0n_SOt*3V^ZbA^F31D_`x85|rJ%fIO3jqn5Iva*qc~Yb z0<#A+TWFm62^r$5&Alu|@c0d-VugAuV(6|6+Bd{Cbvt-UwqQ4FFi^iloCo9oiVm{-gjjWKnEjB!Hj(pAe_pb(0^F=f-Ks6Mo_Rg)? zJHGv`9!wXXt)DMch3fDNj8WnSC^PwyY*nl>1UJ9m^ED2ki&uF1AFP7a#u-8?yV)#I z!ZrW6(YreEm_FYrtJNM!c6U;6baR5=-e;VVZ)XWdmKOZ{cv^s~U$rWH;5E8mY@&Lk z>KPEcD{gAO+yFCodUUwGC}GOUGC<6DkT8X6ed?B)K=n*XcjJc+Bu~OZ+LpWv{D^X= zAC|7oPVv7Tq*iQf$f!VX3wz5%D(Gt5(ThDHPg*baiZZ*YxK^fxrX zUH>YH<0Bm0GP_lqf(tg--NzjZTOrTipo!ddhT!;#z#QoQ3eKFMyslF59vMx$9;n=` z3$>CnOOCtb*YuBnHIN!bOW^hXGcIr})%z=x>5uF!|L2RaFQS+$ejzOJxTRNZgEOKLUpk`$}1j8&9J?&;XYxMX(x8$E=%da4{d`%gFmv5|L zUvA4w%2U73-uBv?x6P{66~-DR^b}Q2At!ayV*}w%u#ibIFw*Tbtw!Uzm9Ipw8ttx#gtthG0}5#(<7eua&-Q0+^;L49Er zuw9KA|E6b;9`2NPs5oE+aUZrHdAz{~#bCaT`J&sQMAE-3L4O@ucUA6I>ysxCwcWrL zzaK%WLXAg{==Ok5qt_d`o7C{s;h~HVFC%1)v`A&44+J5a*!uJPAHyig@tdYZ-DoH8 z!G1^keL!mZynBPwzaRL6Bs`?Q>*`*(%-_X%(L@RPIC^z|JiZ4!)w0{Tkt7mh5Kpa& zlLED~fu)7vJ&zlgF+9mFLW?3m^)QNl@WS4TzZWbYlFj5QVN)VQ?bp&Vq}wDfnpZuK8aI#hSF^Vh?6nh3Le3R{zr*6odYMub z$wwGJY9b7Swz*@CB5Si1{@JV2zZyubghgP)@qz$2U1RpDcYyM*^Psc1~$L~&}l2Og} z@GrxEdcNXN6A{IGQ4D7$>)$?iG)CpuKAdWdPyjBWdGqbpPpt9x^wAzWud}l7wvKD> z&Ibx>w*RyH`*-#Gp9ZP@T0iBmoI$;f8lV~d?FMz^sWtxA-J{ulK|&HdlpRgTboZ{= z{%d*vZtH&*r1mSg%dUb!h9pG-GU>Hi_Ht;T+&uA}^;2AMbod(6nRjc)ckMH8=HF{E zLgg7FHAeaWWDEI6pKrf{yM6~!GnHEj%n_r6{g>9qDaWn_sr?7s_4g_CE4b@-r5O#z zH$1Clh8*`~I?l~J|G8fM&S8J&_TPcjObL2gDt!yc5GX&6tmZ!WI}i7tpa0^4KMPX( z<>&wQt3O2@eGfMJ0aE)?eYdm=G7v!CCaLX=Z%|Q--0qUB z?lprS`)hQmkH`m6>dUXxm+0EoZ2z;pE8IQe?JEa*DC&K@=n}eia_HCcu0+(#7D?7X zL_*KBncunJzRahaf5o!f;vzgp0b=yrO26Iz*W>+nuWxxrs5FZahQs%3YX#gSkv=8E zMbCOxm`J6JFRP(N=IQIGSJ%7^iCZNN?_c0J68o@=eS*#x!Sbsr2l z2))%whi`WtM@Ms+r5FuN;BnRYlh&)KmS0h72X0h8q+c|Iug`}$7e;?iSwC9kC1tbY zHL$eO8*Usg`7KKA_HM4@waj;bm6^RF=!x%tyB>cQrPdJ2y!Bp|2;3BO)4njc6VW>F z(hxq+2Gjo7B*=yh^`IH~q|DD%+7^`I^17?vrzGv!|DIR?a&r*dZPmSNP-Pk0ar$_sAAREFh1JfcY}lqSW+>9?9&NI|L=0ZDcR0{2ry|d})DGb9NAf zxQtC{xQl-4-~VZpTEXj7L-UF=kaplUgO4lGANBo#Q2Sy3)(d|{sd4BStQ_6A17zC+ zUcap5S%Xr$RMgyADZ3MTGG1(HGf`cGQmYrZ{H2G}8Rj%P*^4Ek5P9du(WfRSK)~s8 z7zbs+8kAa6K;)y23ziTbHGcb&jqCq9l-d`ySw~;fG}!9=_T{D3lskWT9{*zhD#-K( z3(Bdh3XqT?LfN@V6E!-CY}FOQ@VrM+>4l37>Uo=*K}jtICw<*~EcGIyd_$wcPaO_|L5iNo zk5!@jpEed8&Z|IA-t)iRe>RlBAkuT1rRo$Y6yFdqo{T|t{hS3lAIRaVdICWpaDL7G ziRYDie>w*pMW^gi!rI}ek3a2VdcqHX z{I&i6=!IWVYK2XPLMZ`-aPQ9DfQqCasHh)Eq968ewGipzy=d)V3TaJuSx1?VAz=jp z=K?8xIH|RtxMGI}VrrOlpdrx(bDK>C`Ws!4Gsh0D+ul}i)1SJFanui$-h0@2DQ^V5 ztz{7qUcOJzetz@%lz9T&Png}yP;?7jmgRSArpy5;tY;Y?)QPS*_MjPU*g_c~H5(lz%d?!)J8O*@W1Fi~Cic~f2b z8vp9J_1ul$Rt-=2*)Q+0jDW)(2c|pqdtu?~hu)3nF0R@CZ=U%7w)AIFYHhJkFCL64 zhH%}1Y(d@Mqty71-ruGS z^|p02RlT(&SIPAQN7mHuS5-S^vSVIKWkcjMI--zzia(CegTL?h!+u};um7LqQgL4x zj0VDF!F67;RJ2=mos^PE7?kTC(J)=`N5wR(n`%Q&0ki*ck@n-MNROoN+VtEx80?qy zijgfuOWig-vO5Jq**&x*&5R5wq^j?@wWAsiSoV4FU+F{a3$%=_?;pV%@yZv~B_yDD z_qLHGHyh08v7KL`nz*B#8Eg*cz0YUF1g+ z8<8&1(cLYhL{_lIzyE9~H7ua-Oky1X{Xwx=byo)d(C^1}>WBTC9w!5Awc_5ULB|eF z>VQxAh$pnGEb`eoFq|~|<`Nu*x;k#M)h36-ZMyUJ7OHvZF?;eU?!ZiV5u8c+x_LF2 zaZ5Zn(n!NYjoeKw4fJSUHD#sX^+VuHd$yT+WdvP$xRH3ssvFLZcdJ|up@A%ulME5r z+rfRq2Z@@GXn$<&sx7axO0@E!NWqY5qF3DsrVY=U=p*!*x@S3OHff zzPtS9A1P}7)|@p<|7et2rhlw2sptuCJ|o~n+uFYdr8f9UYMRt42sE67H_e`$MxAyE zgAA)F26CSg(R*Zm{G&ZT5Nbc{->SX-QROs|V=^4cz9Z;#AP>crZQRo284u2)xnTvY zk?7_*U$ykha%U+E&)?h=Bwk!%8}x2wz@;@5)kzKbpWLyEyD4V zXX93rfMf@TS;z9cLGJ`3U!Ughg!K}ll0Hr3z;v#xCe@iAL^l$vbn6kJii0bo=j`i2 zZ*Vff$Fu`!(Z#<^($j#O97h}~_N;vw1C<7?EY}}Er9Vj@{eiP<`p4f|_I=6Dx5_RK z?f{W?T4MLE?-sgAduCigau#mDNpqcu-rQ>E3x=zwk9@HBE^%P1%TNB=|L8+aO zDvP9`I|+OmC#TB`rx4q+JQahjANXBAvB5I!*>C$t=8^6%pPrwFp~E6$Us5li4EgY> zB;p{L-Z^1X=;DnU2Op<9x}5}vBSFf~y)Gd8Fp}5dy3vrYuC}*~?+R*hwVJ$uSzx(! zVVrLJG{J?3Tkq_*+h8?y%cm{s399A~XkWTs4f{L_Ww@`+Adxhh++)}2AR^+j!QMBc z1Pzl->*xz_0$uf-|Ng9dD3&&FUw_RmNNX?@iQrostomH7m{|KAzS_WppUT91}hxy^QgaZ>Gsm`6cs&i1*Z@x%VDCR0VxZqX6PpxRg^M3?3ya(yVHqrct`sBgdD50mC-d)rj0+gEc?YtUBc0@OzG66}7el3q)WdiQ!G^y!octd#MsqNJmmIy*(PPgU06d^NC zh6lZs8KC^mVL@WkGsGaW_==Q$5z+99yYVb`5i|z-8AqDWK~(rhBJI{pBokj4CF#cl zvzyLS9N}8~u~wxH>l>=4LqKa`9BcWmc#Z#mMXCLFqr3j*+3!n>r~CRH1w-LzVf}KM z%;1{q@2~sU?k#=1LZ=JQAB`7Ycegj%zg|w# z7IE!+?U!F?4#GvBOrnH*kjd!Cu50;|$g_^NTQ|RhFjCPe@uboRJd3tB(_c+Qj2C;= z{mz8~=^kevA^A$w9Pn8z^xFqS@#ORqC(l|!`)039y7k^bUw^`FR6Pte^?-u63KscS?Ukn-|@I^A9zl0%D#J0A0_QG=r%G&5a{&v%=kSir2Y~o8rA}w8DDwJLv;vE zj(uw>veJgZ4OblsxNO#-)WC;XjHK2ATs)Vi$oT@0D)T`3n4t^AYfpR9xa6V_3|B(G zw7*716^y(`w^kAMKMhl{zkC=5;$DTdyf}*9$O_FxwsoQt$seP4kiIcl zQ{G<-{uf;c?y9MJ=X?_IM}}tYz#q@M|L4YJy%3z-{6ZMW8~P>Kw#ux6SNk)lN47z_ z3l>+9=0xs;RgB+m@`7SZMVG4^MrmDFI}^=#f%U6pPH*U*H7GTPowV!+p31^|`HYGS zCPwHkd8*6)^J;Lq_1*==@xV3cE?%3Q$W&=zc-cEraCk)a@7Cj=4W(9XS|9FP?g)9o z^9ykoAO5y|yGIm~+9g-hG#d&ud&_P``VuOi<#jg0K)mcZEeTq*JbE%|hsj1D8F-uQ z{z(X>oMtlji)IErde7IN3?(}$r$uapo{$R>@aq*U8xPU` zuhZk#_Wq;Se~0dBr0TlQ#LfchJ)>tjiKTw)-~XW0{?Q8kr@Vip2YwDV+W1$L+J7RA z{{1429!rWiev}5NtDfs(y`YFxbq;a0%}Ii1yxqoiYM2|>P1XlrKS@eVCN!oYnqH3Ja`c$g*BUK|*R^5ScU%^Xic z{<|jf@t$j_dUCoOJ5C_C`=*y(*3=Rb4o%R```JNqk4Vf(UN>|vK(&LYbODwx+le)?P`BhDrZezNZ>4<0>UB^UjM2xoZQ zO7S=@k6q+!Z5)~?@dLOwEm13t?3lp>O)#T2}#LT%# zz8k>pzKd3!u_ZiVIqaEeei7Y{U$`N{atD|>Yi_%L5&-w&lu1*iBDnZ%jEFpO`4+?metH;qW30*|SLX5GC&b*66eMR;Gy&*jo?pHZ27u#h_b4*^kj}{%57p_I0ol z#PW^IX9^wFAD37UQgFSf?Z{D`b;!}bIPzd_F_6%vXzFL&Ma()q%VLGfuvD3LCS{)l ziXga>-aEX6gXdt1D3VW}pY{B?oue19gO{xPh7v2h^Tr6b8 zZ83M$D~=-I;um-nr1=S{GcJ$zKPAPM%UqUaI=(HcHcH|a=}lsJZtAr7+d zsV9p(&qfR{Z;h*d5{KD?V{Ti%twZmQ#q3?YQwF!f((hiFeu}=(+#P$?S`XuiOH!v5 zW>D3Q)CSVHU2v;vV#bq~9Cd6ya+=9=6^6HkUdO1e3O!Nl-dGy13jDj#ZlNqmR9~6S z-?gxS#}tHVgLwGl4}UP~g}v!`y1wd=&i$j<`Yv0B6~7zi3*P;R`Km77n{V~i`Asx- z785;jK-dVIS~Q#R)dpd{W$u^EEeiPUTwZzIJ6XJ7Z+FHrj~iRM?AjeBwgBP^=Pp_7 zPXoms;mpmxJwOyJ=Y8(IJKRcq(Gf$}2gFmxdvmS<^oiOD6;*!(W(CUf4Qz%GVtmni z)}sV$Z!N9s%l?A)bnpGz;X{e{YzTA~rw;}``}5snFG+Bp!T7wC!tY^fI(?U`ZMVb% zWq!a=_Kx%D^qwl;Dd#YF+HLK==ZGh|lo(c@TX+T}m0EZ{Y|TMwZdWu*i7o&)yKI|0 z?KQ+V47ZIqrJ+b--qGL{1rmAi<%3E0eXuOLZaHQB48?6EvaHl=0ecoF0Yl|^Bw%hF zJ*vA0xXlq_3!y@>J;i=|FH}H|xPWP8cr9|}y113^nG#%$7~80?%(Fp2xA; z)6t&uJo4dYMvVpOIoLm~$)Qf$9q;}^DLk~`g;TfnI4K=A#_8Nv9~(BL;_(ZeQL;r= z__AE^dse+jJhmtv+Zm~j#~r;NAKk5sePSH=9=(yl8cpT-n(RxU{l>LxhtVZ4o#cAZ z7cdCac@*OOe%_EK^7ZkY(GU=kjGJ9^S)CEQ!Bbe4HUR-Qx3FKjV**d!XrHnTsD#H4 zo%v4M&LFqDZ(bc3pv4r*_CEAi!XZuKUeS0MC5{YzLqT%)_b|2FO{bW?K8uIvEY}le zcU?qPj2vn?>@i?j+Tbur8h|v~pAH7Uje|p{woXksT|pi~-14kvl3=nc_fnz9b;N$L z0zJ2v1;4w7V>Qn-0Y_yp_fPD{EKcHkW$Ci4?xGY8)Um{Jb&yOI%G4<@?ee*eB+?zxjwDCRY zh<3M%ScO16m3&Rh{1^x@mmaV8(ueVwTmd@odAMuUyIms88dS}%njCr62umuwoD;1i zurFJi&WCj~K73ZlUZeL6h{l}be{M^U{qvqKys!QKX8Q+3?T7vO9+I|4&{gDA3RJ5d zQGXVije;$C9f*m}!&SwVHbu%XROmggLfD=Jwpwo|(jMJJv>$dp_cYFg`V`sAdl!n) zJ_;5p5@~s;UEp-`wPQjh8dd6Ms_md@?P;uZaB=VzZc9uf zy{pWbGYj9?)yX#9Yk@^KhgXH^n&2@rI_n@Jj79mSX&U`D;Ne!ya4EWc*uN#EgT(S3 zoLk>{&3ZZnbROHj_feUJMT7RbWUE84`Np6N^P>guZ;*AQeQg6{mHEa+cI_Z7c5n;v zA~jeF(`?jkWW(&6AE^&Gtilm$dvqfG8S%m{<;cqer@r6Me?ZiJ*q;QM%Dz>#KzbR7 zm3sF$M&3k@#3QnH(iz}h{pbl>Ks*W(i`+8bm<0o&Wdn=k6{za+NOw!pb$B#4lJ62z zg9J@Fs_SYsA@}TrvW5{4%H{GsJ{6GfJDIu~-O5%*#YeF?X&h7ns`A4Z?ixu+hA7VxNPTd0b*7JAAPQ_WsCg_rl` zw%zaHkpJ{5CPqHz7QQ~!P;Gwp6prefwXWp$!PoY*hf=W|#AE}5Uhhss;?EbUJ}uAe z$FT-AJFlB0-Eh=n7FH9LjNj#Nf(^`D?~k_I&x?KXh$p@PA40!~P@(k@h*i zd%<6d;I?>=zwf7eh+poUZeu_JY)|*t9(gdLC%nt#|-->8Hz{6W)P*GY$xRdNl_7J+3(Mw5$hX?JF!fp>t5mBfTst zBm&k=Uj$p;8G#f@Qo2ssc4QX5?v1k3M?los1sf=4(8!yiN1>lwfZfri*WTY0y-^&0 zzWNWJdh3^$0j%=IIkF9k%SBjH+yZ@54#t#eL2M;Ge%P0?<8Ei5DVBTS`KaS-FcuxN zl-aUJ2eX{+9orZZjlUGMGUk8L#i^fC-h^t)VVB*V@0;W~u@}j#xGp;{o{xTQvCg&; z%to%fmoOv8$6|I@XlCcaMttiIxz;*-IJ%+h-Z}@kyW<7(m0<>~?5kdJh$|3;EF2GP zw|)Wg;tMGpG)$n(>Om63$cO3Q4lPe-q`|cD)uWyiOn4iGch7+K_ek==gHwOeIT>VocY~XX`B&&)%oe6RN(*-;rc#SCNU(ms ztBB(5op9yKlcQHJTL4!AJ%1>EFTx~laakF+UfN`|-FOFXq?~Qr+DngPjUbg+aR)B> z>SrrT(*ebID|KHE(BocPIlRm97L2BzX|pt-#$OaqYM(i_`n*+;CB&r3iMP{5wMx8N z9Vcvd;eX3E2yFtpldlD{!?=>nUU^wTOmUA~O`@$y;PTI=cO+o!#Luw9Qh5A-yiENT0Ra-sZS48Ygi(cpp8Ap zWjh`B0g!H?T#xb$7;pxm%nXk_bFY}}yHdP}YjqR2l! z)(=>Q#H{&KnwL@_i2Z)RU8+TxmE>%6UT+DnmHIoAu5H9pUq*GKwtGX%!}CtQSGyqY z)$Xs`Y#6}r7R>?fob9+sm%x@npA8QDfqHa%H)Du!J3RaN_b|2OJc>HTRcOo986Tb6 z%FBq%UOZd;Wg>JXJ=@}z8-;|*)cj1xazNqi0h34f?<1$OeACn|Ik5G$UciJ+1u`MC z+Ndro4~G5AFM9o%k?Kcl=8*n+C?1rwp=BOGH|Fo%YpiOAO~p4XYV6m6vS4Ayl&>C0 zmSPEd3O?k@zL+fFPz#&pnoBQ|JVIZl3d)}4>q2xM;{)Tdy-0ZJTe8ghA#7LKabHcB zR=)di-3$j+89x6wDbg-G0#kO<&Mtr-J`|UC>dX!^%qjD>)7RxVuJbclj-iytpSdg! zw6Xf(pyi}W$4-oM`nP5;eB6qQYd)qkIg#LKehP!&XbP+76Fvi)Lv;rqo732^XRpe9(Wq;V_%B=24=ER+SHq@LHO`|-?xBPxG7nheW;8a z1~)azD@AU{elt}k*fg_&Gr+AUPlFjBy+3)UhurHg&sRSnYCr7H_m3}`8hs2)(NMoD zZt55$qFY35bXWF8f_HvIMPjT!vY|67duf;sG3Js_+`imFCIQno@4h<+{0|Py_W9(a zSFb5{-4NXgW)7M$Rdm$I>$Qa}OGyD77wuZ7@V*`?&K~w)qp5&z7jkawfBX@RKDU++ zu2%;mi8N`hG%j?&w~C#@<2nRMS3Z65t^|E4TaI3ilZWZk#C+?Ab|8vg(Y{sw4_>$< zUz>b!oqWI(uF4(EmH5@C{9cniXRt!I(kn4%Km3`zWQpYQAzT>2cwIrx4Ii;q*Tu$ zUNI677f;f(Y!bjsiMMX}oXUo$3D>Tv%d%nV9G2SM7ykG%><2{chy6*A;1cV=Z4ZLL z&GV|iU_=bM6#l{P%!fcI+^G4EZ{u;4e0b(4_udq+b9vMt_^KE&Y%lbBM|~Pdnk z8&gkqbX97;7XCUDVYvgEbU`mn3_zEGb+=?##W(}uM$!k@_0T$y5Rj5amjc% zU0HJ(mDPdux8&%~S4Y4pHXrRbdj_;0&O2_*+XLBL9IhMvhrmhD)aG)dCT#17=pmwi z0Iws-EjKkSp*Y!VhDQ?wFjtfA-fG<(aOjM4WZlY%i=JI_BaQh!{`dh=`(b~QgGkP> zIj*YH6W&|;A5xYGMh-SBjYUH~(BJHG4okZtiC6rljR!A)z@m+X_3qnfoiY=b0sBd~ zyr)G}S}T6_(fs4S+*SD5`U%QFY($LoSzc^=DjN-TQRlr#7IV;TH6q6p@l-Int8J!R z_5?AO>^errqyns*er(g_9O&Q~N|ox`7;xYFSt=_k5tW9$6fCOX0SV<7#rvu05Zk6q zYA*9O+k{3lct$j=|!}$P57i@<& z=#zf_Fd&5wg-{(Ia&g7yk6#zgtKNy7dBW$nFl@j!ekL>>oio5RQ&XgFJ`5fk#+)~~ zoq?tm0{yPg5@7WaucFP>ho?@0d|IC#!NU~-mG6iYG^Pa2_>I1Rfq^FnHM*5xc!6!p zc-38K8&O$b#k+t$oo^b`59h=BZZGe1uge0#(Ug`+dRCm$f9q*q;%fTg)xZB6Of8*y z&cL+77A(d#G_Y^>MDer4(LxGdaBR2J-0+QK=&3H>p{;J`VR!EOSq|e{=+04h^(jEK19F+h6U;4PRD*QmNzVP{z6w zemzmm*k8G$CX)RN{-6xpbK48>w}7!Y-FtzUQk}nV%ZH;_J4IF^CqN5}>Cwb$7@>I$c|yUk0)K-^d+!i<@5`;59BzulU34i@e|~qBt2ec-342#BrXMo z`-6{9UWfOKT<(wR}T*`*qxy+P7fir-em!UKdv(z8j)Pb?9)fVTHzf4fnt3@dKjv!~Wbq zKGrklT`n{St_;m0W=9vaP2GwlyTujqpWn)^X0k@jGpA0H^~bHgsV_QxtK~Wpj_BR|&Q7(d6Qhjx@AT+b$2}qYrG-wNJCCku(yFRnJq>-| z>NqCSD^Ox$mHgJ#FY~Bcj>TQeV@5Yr(<%d2=cP45=F)~Pg`tUz>es#X%y5NtuQIRg z29%-oaChzII(z~%toP7-hjRsLR26j6a5d@5_JvMYJSrV~$5Z48z8yWNPn#i+Z_sT) zv)X33F)4oK`@(RMY8=KtPxQUo)dN{N zpS(Bl2Z6q9Ie*r!dvK4~f53a*1h(BDyZw--4i4ebl%fklaKp}*seB{WH1JV52+gK`EbZs=BQ1&*S1a{FWF2#Z65E#-d4A^q0lfUVkRQFO?jAh-Si z;M(N1EBf7Sq!G(C-qC_#JLC$XWMRa+b}`M1eKaX z!g^Fuvpd-7*}YY0{IGSQ%plHNzs_}QRxEb?7_q#I!4g-Ol5fv)-H&(Y+ufig+l`AK zG%J#RIDk{mI_tka&xaNKgKv#|vB3K4a*kNL3E<&`7~uiAA^19?=%mh62Ms>_Y27|K?NbGyr9~@_^26TKNOeWRgnQBZ=FvAs&}Ah zHoZ>Z@C>@~EG?Cdjvi-wFUy=^j9s1go~iF!op0e&H076iWcpo?9}u-4_NN2Rzv7P{ z&oP7@C*Bu+V6sHp#~YaLHrqqO37>_o$A=K*m1Hp%^(e@sek0p__A)=4!N&ZG03+~8DfllfsHvs>fD~2 zsP&tDv^y^bmwT#Lc=j-%UKh&Xz$Itk(TdQcy5o&1ME8442NS`pk507u<_W@ssbJxk`wWCtGE5UEx&7K9CCwyKlwGQ{S0BCovMtAPzTc<2q>C9o1l{Js;R`gnVK zT;=S#t=OCP%GoOjxX-L%r{J%!~(<)r1~p9Q-sjQkmF2E_CS@^ zuo7z&f?^b;ACesNgi;HOTk@XQ5wULQVN+PfD&aHOqRT z_%MHsDP~GwQ|wb@QJo{i?w<>MU~vlzJZ08(wQIpspPl`Df=^)GeCvUemaCAiM#+Ka z%JTT*pe1em&23m{#`C2)yB@xjlh*z0I47=O_7vneYlwTg`dQUJu&;rs<@SD~Dyn`6 z@&X>-naduqC{cXsAXO&#k-F`rXU5QFCU{`-eFly=8yXBx-gEJtKn5v?!#)s*u#(5Cy({1g6chQi#~nssNldRuP)z%K|1c@V zf9VoG>`(n8LKyhnv}NFQM8Of~Qb7D|TJDF$4B*ZG!`_?6bM>|R|K=&lkRc?Lc^*UF z>)OZ^nKP4+WGI;uks&iBW1^Cw%ppq3kRg=JrG(5$Ns%FvpL6>7^m*i*uhZkc&$-Wi zes_O#t@YUZy@u?U(A~bE&OwQ~GyN%+w7f+@k zAEBrtT0~-NuEFV7=OcCi)x)iGRc%cJs} z8JXC8h6N@xdmmHSE}wKu-5N_Y^X6B%DTS@%wZ8Z`B#j9z*T$6QvSQ*1f;|4R%Gi$7 zceMkQv{>z7vP&!1G%!7u)OURkXg0vqNaQU;uRqNOykafuBx!w6BVqkC;}8QXLKhwt zy%dG|ftHHUhuN@4=S-AuCk=$}T4F3TEQXZ_H6jx4*x==r5j?$t5MaU?Tz z?5&*Cdoa7xh|l-_7)acZ_RlMP4&JJb+*?~^f9SCeQCqiv(IdjJYuweTyverdkf^ zvY9}wvOZC&Uu$uXo_`KK8ZHmk;hEG~)rRPcCDE{6y%Nlt%_M&C^;)|gCi`D-A%(4N zvXNE$`f<-{$fmS~WMMQ;T$EdCk&Ke0CRhk~Muf<}fMNd@T7}>k=2{zHpt~#(M^cS5)arrbRJGY*mf$pMzgv zY7E}H$#cb$;rxe)+VST~Km7F<|F9c<_MUI^hp1~xtPD5aqIb-)>P2fX5U#$+K@O=!?TgQ`s?}sGxc>c)VlrI>))H8 zw*7*|>#p;M;aX){MWgm##|u6NKGTFJ!Dm`tT@AgC3nMyl>)wE?pz;zoTqu|cn& zBmGf|rLFLyVXlME<_QaQt%;lJ@%JWn{W_k_>bnjcvaUGf4K*b)5kq$uHl5$E?bY-o z*5|_ls*nrh$+3lTf2f{k@4@ze`YCTE-(gRO|{hq&iLU)xCe{vA!?X?N1df587o7erH+>?F!Xe zTzd)00M|Hw$9WH&w#d>J#A8O%ad2m(j}^!*lO6OA?QpO~L=|_4IRQ|2s+(Rocu~ zx1WF~O;3vSvYu_KM>**ohO(P-5O!ZIq$^JuIXWLwh}MyTnuueWLrubn_N!TxvM@Ic zE>_eYhywJklaa*uniz!HYuco(97KooG`YGnzM(QLi_VyeZk+q1$Z`4RQb>L+SEPEN z4W-GZeo3Ku1g_R{MOGJQQTMsFnd@sLwVba?=K`ndQRO127r5C{fN9xJEz zj%=z&lBRM0Qkp7gv%XznH!(ogmJZYbeYb;p@l4(Jdmr#xix4R_4s{Pv2cEg;$>uzx9L40X%IJ!u>1 z0m4-#I`G{BOMwnuG+{I#sQl95OVAkZyqQbD+|#Gwd4Q;VA^?b9VE+ zRNF|n{YMkje)ace^`@E0{dRQTKq#Z~kmJ(JP4)Xqre0ci`zU;9T?Ha7SJa;7+alp` z1Pm)4h{v!PA%pPL`hH^*sC2hW!wcAK`)24b1 zC-m4jlb(VjgeL>vAMrzzWy*A>&W@no#;kRz(i-_MO1)Acum<~kp{HNP2B1CuWtZho zy1`P$emh&jXmlt%DxvT@4xA6(m7`_ef$keM_miSYNchmtI(Cf^+$lNDc3R8<-$zDM zB6nVZXV*it_X|OVay+^DVFE;8neH^$GXb?R?}&E!&!VSiEZ#MoG6C^@xQ=4we>|~k zv-SV$@m~pQC6(MMU1v|ii{}=WTj(|?+O4(>sh?eO0;HilVcf7> zR0HODzgDXQ8Jo_B!re!+rwl>rk)cbt-UCR$C20Ts1ZC(5jdCbz+lM}U_LhBkLLRzR zE*+GAYKU%zQUq+3*MluV=X&fuI-p7RWIUa<-^2BE@>J1U^EjTwuU#3272vE7^v9#S z&;yt4k6k?*A&j<~mA-fhUDv>iJobbf>NH~xO*ahU;#FBxKAgM{qY6Y(qi^bvlGb%= zqf2X#y3_L2vJH7Q9sjTM|CQMF&qh#-!0dCWSOs8<8fj*1nmnR?k{;4@P!!IOIP9uh zL-laMcIW6wl9$jbKk<%pUudoj!FUE zgg)12{#mH{jpnNoRXSi9aQEXoL%2bYe>P&5z?5n90QEr#|MF~qs$K4e`TV+`o@bn} z5Q=4k$F~a|?s9P>uBMv8$%O6TOm8Jz;YNYXJHAitI?Dw9pZeK!XT*`QTK+1PI32j= zzF?ZA;z5=d3v0a!M-WoFt#drL2A4tEIKfBh4-%qW!fzXs&;#3^^Q{jr!d&yB#H$C7 zHjJkwfWFK0t}nPbe3fkB4@Cl;b(|@hYtOHe47diL3~zWo@ay>hx7Q8I2TK?a9fbKk zB62%N*7aDwFJHGmXEA#SNb3--D3;sdJa4VtW*`E8=z?RT2S?`c$^dVhf6 znEMgrFL{AzOu-r=%(Jq(ViPv#Q9V3(^F!_da7!yi`>q>oIR5MS{%_RR_r<#X&u8WJ zgj{zd@__ku#l4sP=T@_;Y=Y&pU4c zOp%sLC2-^KonHxRi#t>Im9aC!OmnKtmSa-LIpsp@zSAOb^T@NN%o)oK{_b*GHq(#V z4Y`>YXctdb?n-%l8DMzBJm5 zpk}wSG|0-b1!8YA+-O~7_?I4k=VkRP(QdQmiDWEACfe9Q5|7wn`$66fdi;xMx0wh3 zb^M>n1Lr1;muI&zK)&fjMewvR`WMme_te`EYV?Dk_ODQ*|Nmt*sv($fk2 zBh9Qv0CF2vV$GezQN&P;*YObsNFQ+da_Z?e)Ii#jejtPe-mplMery#-{zfPFkvXqr zOVVq3dO}+kDdPF5lA5KU#ZgMR>(;8c`l#Ms_WOpg)$w`01D7jOk&&kpR`*S6Xxt~bk)I}Yn)AzikT|4fws4nfs3Mxj zb-V5*yh1an*-EDq%WyHHJy&jLn82Nd!08uK?kMAgB*hnP1GuJJ+Jg| zquDU8{j__?s&~CSw^z|s2?f3vxK29~YU1AyZs4aeb+=RBx$Fd!5n_)+)xy!~ zx9XMt-LCNF)=lAKrP&+!X%)_c*?JR)VJTDnvD$&8ton0TOHR@xS~V z)n&kYV9*EbC#}KdRKcctT-m>?E&4z;NZ$SKBjNc+)|6k`{Cie^<#lEGo$B+&PlT%j zr@!nVSX^Ik*dKka+dqd;xommiwE@7A z(jb_p)A8WUA;j9vQ5q7b1kX4-d`^#UyuQd-tXPT%`avo^&(aC@D@ciTd&tXok$?$d zyqpEKXa|?!x#s%kNG1BUK{;bSPJ-c_MaEV?NNhiWi#rpE>iaoW@225{>fnuQuXAQM z=&>0;P2WZ;Ct$1=WRyP14ts}ygu<0vud|)-vZVER2Rz}!o8SX*}X>fI^i8p*9DAKQRSqIGO2w~K{$OjEO0)6-CY zwtn$A8x1Ib#GA;K!9(Ro3$|s4jKLjBx|8E`eek>dv@*Y#f{P`+aOw?X%8}bCf3qH> zlh-IBW=-KGYx@P&GqvmM{ZEJbY`^*BW0f%+@=I`d#aV||KJL%w(JBJTs0M6wn(mMO z*B@c7+dn^!mmiQ58A;^{yl=uObq z;jA!JNm++@IlLjla$q8&JRa?qd3cl{lmYbG-*wfaIh^3Rxv-gUd7$oPOQbT^h_oNo zDz@z|2al|AV-1aIr1vT6NgNd+nE9v^(NPWHw9ACaYiGU|JJs;lR+W|`r zkJ*)P#%wtMrziedi>S$IQCcZ`y5VG>Gn(pKacyaX0A7V+Inc}PRj z+4zzo7x08xY`d68fLc2Qi8xs+!GFNFEV%V0N**fLY%6>MYL^&wvP|)Tigo55U(Yx-0cB0-8#l$+Sr6JJ`?1>jNtIxw`;fX#5S(K7~YdkLG^Hkkow|E zdgP}5eMnVB7bErnZ1(t?wdDSI%lhZ+H!lrSs6<B8F*JC z6PiUz(SfRw90oEmxGjKhm7zq1mdTcRw3h3EpZPnL-|!GR$>E${^1K6#52ciq`GB3YgGRjuu)M?v*fg*hl-p8-}VN; zhn)%{EcPEZ@Y99`82#VA3j#IUFDI%TmXJoJfYRM--q3V4*7OU(^FQ=h-xurlXWwzm zjII;Bq40gcagXj)0y?fyb#XUg0Bo%`e(-$B3*Aa;891+h2Cf>;bS+gTq1fW5H#A;F zfx=nESLf?)q44{b`}nDL!)`j}Ga<3~=!MvL{C?9rpf5e{v})Oo8qfIdI@enZA{^H9 zu~Cc2;^O2dnys{u?tx~V_}}9UNDd8ko-c-up0K&6_SJ}xM3sg6p%f%%N*8Mub8omF z{K`-JIg=lyUwK`>9{*eG=hcPvTpn3Kft$rU!Mvv%#`kOc;+R|eh)@z_OA~jRGj7gL zi%jWyL`CijTa(*_aRvcM(*165Te}n7(#Lx(w#63F?3Usl$gqYlu4=Dab_Jr(q~A1| zn7u(ZCpAw~D-qF%?X8&#rUqZ4qz@FhY1~Y!M8WFvRVW`GAP@1okM_;X@aEWLgHjJw zlTG{^M7$hGyf0@J6)BbNb;Ey!J8fmyk~ftMTV6O!T|By$CG=LEzPhv!JVX*BJ51O& z%=hz5TlhVW9@zS*;!DAco160N{-^nA)l>5=f{ym^uw8?PKYbW+2wFO*`UHUWy(6x9 zDSaE}^Q(Rr#7MVfh8Y46_Zz_Y?a-Fv@z-S|4PkFWH6HMRmeejRwr+vGApxCF=9VD8a!*s>oqr+z;&jpDD z1KX^4SaJRO_c=RIT4>>g?&B8^6rnGUdWT1t9O617 zP8fJk0i0cHx!SKEMzlUoR~&>5fNPS3;entdva)@0posJ}%0A^w*DrP-_mQqnFNN9( zX#LYWi$_AyOGgfdc}-7v^|aQ!ravDo?zr42#5ag^lN6%Wh40~blG&ciG#vxSV=jw3 zM%_`BVIpB(%mkAA%qY0B(z4-xkiuZ>ZhLk#tXk*}y88;i|2BTwpN{>bAVtsVcx{^p zTrM>0CL-!wUtjAwtlK|7hA()heqwYll+JavF@4{U{I#S{3KK{|+{30LE3Beu>;=Q} z%9ILZy(u7WE3!r2rY3P(Z)HH1yY$uQ;-U5S|7?$%GKTc%Vx zy57s+gO5Po%1WY)-jX;-u+T7o2kl|TohQ+T^P?3GFCG=<13|;cz5W7wHyr=f>%YrS z`}Onx)AgsLkIVCX%z(5=#4>W<{q^}_e~e?@{yD7iyqV{|U$+9Q22slCgRE%JA-qRp zk#yj>4}ZkPfE4}8>msnJ88rRO4j-FzEM}%R`cIJGm*V0}N>C%8cykAjAN|TtyS6Ro zbs))Og#Xqia8magE=2pR`Hdqxp`$eW=2tm^_3{2WzQ48LE)Y0Yyt4!jw|uuE4f>JA z|8H&ccRsJ*zx=uD_&ycQ31K~WffPzF zGTkIK;@H@J?(ymU(_7#nxwiEq>y4o*I=uHq+|RZl6SoVT#LI=a%k*nWV{{qe%i)!G zWlkIKH-2aC{~OQ!=H9n|#zYsaKaZbg?I_vkuU`iJEXlYwk#!lh_FtSaS|mYqh3E67 zn!lohdq^|gaz1R(WBEDJjpyv7)vG)jO$PTi-X9b&g-YMm*$Q2hv(M>Y^P|mpcIx7$ ze1%uG!S@ptADCo!Z93jxhX235`nT?n&3Jad%NN|tVN~yKh&x2BB0|BkQ4i*A|L64B zZ2o`i@y&R4gWoxoJ;n$iP@^G|Q}Mnzv1Md#JX#2sPX^KG15ap`Dwss#Bo#GzXrvWFa%r0*;J&ML?7Tjwlbl`2h%~JS7 zTVzlzx#yGN7)m3gPI$UdiW?X{U>P~?1(Zj4R-|vopo)EtH+{pxfbvVv>u$+%MDVWX zvc_6g{Hxu@^*6N}aIWXcvl}^1LmTI5_k(=?h=iAd!{QYQJUy6Jq^UiNV+j3dS720& zSt{MkQC`cMKS1T;&~?cK`$`wuHp|F^?V++vggJ5Sp1^F^Q8qeE;$0F=#0zbVS(v=1 z;s6t7)aOgfXs3ix^7@rJn-XEe5gIY^&3G8&3hRrqk_iZSL}RjsCxKif_UYkn8}OJX z<#G+Y0r3}aEMxwPkoP{H&4v6rJR}nw!GDYg`8*fp87YcDKt6b;vV;+6a`sTTUG)UB zZeTq!|Mj@B=4b#8>)$xJT1jr+iX@$CI<*;=Uf2r#>(Ew$mf(y#m0Z&-rkv1bS< zOO^`7QCvWDnF0N0E&ai1Hz&hrnhSEtm)`NIr~*}*rKS-%?1$;;pwjG2VHDPUY3u%}Wy~z2 z@RX|GZiSvIr}yz|4yX-3>;W&Cg4yZ|df+m@rsGq}eb9GPwr%|2I5ZjsyotD{4LOpGw?&wXK~|5M zFYW3i5?UlyAY~%LrcO{0oVD|Y^OF(7tPacYyqHctRLkYx^%zWE#r{o)b^BLMf?p|y zXVr#-yu>^9h2%@40a2h7f~ceqR76n0;8mTjg~2UFp`(5CAXjrobE zrCH$2vASe-Pv7lI81LCubg5Am>#u&96)DPzDWvn)9`#rP3i?m`4soXd z3I4QSmCg&`SCcEh7I_lVxw0Q*SM2)|yi z6e#m3Zb$P^ucg$Gx;}iI0t*T7-tR*h2+!==8ZHbFVB6317f5^jpmo)}|Mu^CtlPip zK_xREo!4;z`07s{Yd9N^Gy|orv?qc=p7@xYW(s?+qL!nxiO_nmju;)5#MdQTnUL6@Yo81yAj7^#p9JL&7dFN zGDcXs7Jq3}7kB6lg00PzT9?DOq4B9*!Y|}1U~X9n_u*?TI%II}%ic~^u-0Vl$!!-$ z{5GOu_MdA_az1h@1gyR5+K`cfb-nlUyshVoNnJ=!ycXnzL4IfT*)1kmKW&!U z)V>s~yr4R2<&6#I(3O%Ab}jU z%$#uiz%?l58=#O*8i3izp7IlVr{S74OE*dT(Aqk0o72NrhRWNX=M4F0pwc4lTh0|T zu>IP0*2Jm;?ke0?Il6NWjmgDiwM|oFfkVJ>%P<}8nc&AOwVzdE#jH$x0R|DwNmwL9{ zA3A{AbeHG*Erg)kXqM`fi-AagIOS?64RSrKs&2Nc4!Dk1#y4oRpzi+N?9IFMz?QG* z))h5Ca`hC6bwLfO434c1;*72R^~{3}0<%!tFe{iGG9 z^Q5*+Q78jTV!v8(!N>{Yx{I~f>`B6eOCBszkQ-wdt?!{a8w;%B*!2@jPxoVYM?1R; zZxUd|>VB7oraICHR9mxs1d9n_zrZz{kxqK-Ch2ZApYCYbCzeo|!B30T#O@rf(E34# zTBoM1+rR43^u?i)Vd)ACyLq?`m1ZEa!vUpj$_YUH(UsGsHUwq6EoqrWCc(uJx0*EX zBGf{_-&@s}2HRe0NF}nABGdO#1%}Crz^?KpJ;9X`@u*(vElBEwg5^1t;Fw9&u*^Se zSKbfuc%c@meAKX9CMkD(R0XaonSOmF%!JM>FJxM&wF86hEsLCEFA-UmdKY7`Aw&qd z2F#pQM7g{MqS`m+FfnuOPjApJ1>D>=k-_i+tn-jjJpET6toZHle7?_Fj727dFvY|i z3rnwB+(na& z!V@yApwV>ehXZ*qGx%hFGJX=yEPakW?HmGkv_)@wtIY$+_v1BPl;+UQC|G^NcLfGL zd`N~ljzNw=9>vG@cCb2U7J7t;5-3kJ+cYw;U^;zV_pfHf0-;xr{@hnOZ03@$Ca&v` zIN5b-+PeLVAS_DJ?TV{1MnK5l8_kE%sSY~*z1J{|-w0=vj)(cNgs@3q3`{6Q#-b|ao)TtpXL zjh%eHzK8hWX7`yCHkg&^I6$YV1?I0Iu!fTznKXAKHCPRRG*4JH_wKjo763m8_n+b31VGY z62`hxj2O!_jnVb+3dl+mJQ`B72t52t@A+QDgOW=*gLTF?sFtul{o2MFxZAaR96ZUe zv5vdMgeTl!?(*I0=$0-J`y#r_sF4~v84?c+m+!(<^Ey974JUw8SpMmUSGHr69G>># zG(YrMr>3pjzsP|XV;Rvp+ExNrXaeQ-UU`VZN#^tq$mPS%(2Si)foW*xfuz-z$pUy3 z@3oDH{4pY^@tF1ccn?+|pShCC*@h~T4-!qK8Nz|J9N1n+2#GT$80IHTL7U0F!%>OE zkU^R8ZvVEg;QjbE-b}dwXyi5IC*3gu5f}fFm$`hX&W|XYdTtU}{6;kk^1h(r%L!^y z5-w0QXsp6AW`=f3p6QQd`iu!N6;CL=-l3o|G%pg~Rf65WOut=)B@o-Sv)nCh*I8_? zxZ$hRE7P^_i%L;H%^-|dYiR|`(8lgrnz~?k7cjcxiovsobg-v8x^KgPJob7!jfkE( z2R1CJ_nblHJq;Talq_B5{yH4V<{abU=Bo8|^f!9lWb*1+^{diYHX05Ch#C7p0rC@Y?yy z6n+CGgeZj^bV1S|WA`FHc|!KU+I>sYt`O>AOncx8VfIlCOja}3z2>?w7TlOc z(!D^9^}NMZ*vt!HUpSc`y$fxJKDSo(9TL>oH;t^U?H|_S347hj+}X*oxo?lJ`WU%D z2EDOWDh)GMsTSiTfC~m=6Ygdc_5pY0AD6q$VqXliM8_n*%~ z?1celKE-#Snn5_$DCZe!+l}XYqNW<0ERPAj`q+)w?;1!RYqJEosL-3wMJ16VvqHA+ z!%x7p;O}_x0vVjJ-V$j#vJ5G@pX^D-g`u8Ta$qIL5+YRZ>2i{ap_*VZL-Um>Q1ZpX zt%w$owS$UGuDLs;2K#)d?mdEROz%)`aeIfcKatC%-%6+8zlBy&&ZZ12U%tIP%`F%^ zZE*!RW9*Ba2&5Jy^)<&Fh3!9yTgby>WZJ3}jZUub7^k?}esWA4D!rfFSmKbHE>Qfd3DATFymQk|Xv-pkZNXX?E&9V(opZG{}?> zje9eNo#+eTM6Kh6S^dXItajL;%Bu`^$(fo>3AG?Qj_iklmiq8m@#?mbmwc#oLh1N4 z(JSigt7 z8p}JBMX$1CP;U>s9a>fPf`(}BM591%{U~-^@loqU&^84oMgA?1h3{fgA@d^VK89e2 zW&K|rUiQK81*(#d;H}XG`S7-8=z3w)F(o^#PAOwdd;Mmh%Ma7`)al8iSfi&UCO2rs zvtS&1k3Ub9`UWL?D`)@1Eh-N|AWY~1;?i$2TRZvKJ?G{KUDi^xDSD~u=q@rJ6DZ}*4JF>iM zI}u@0yusH;&!B3XU(d6EF|=U&_^aOOSKx#-;0bw^@8hc%R7<#r#mRE)wedM*7 z^bvgmFGmGZo2I)^k4FK;4$K(ZK7LTHS64=tayY}tm4>jEukXBkx~UZorProjGQNjh zZcoEwrVq!cKa@-#p!CId4D7T?uQA80{WWCTB;2ufqf5tScPn8JMNSndF8E-&ggJs2 zsxeITaHXYFH9fX12ghJnxv;hmBgKpbXs}&R8T8NAm4ekCh7Rx0&roxhb73m_BIL}U z(~Xe&1O;`wCI+U~-koz<;yya;I#V;aFyGEnJ}@Qh-V8bwtd zI^1-*45ZabXe^}L(Cq3`MyuEwwNE}SV2kt|Dl4oHiCfVGQEoSfyfJp9Bwd$%4ZjqW zXSl@f`cxsVqgq=B4=DqOLFUJOw&Exa7v*aa{u(PcSrxX!CsLSFASdMJy^q!6KkV{n zi^8rjkF`7xK8w-b3hUfLZHXNwi)Jq&I)$BgyXyNfQhtqk`gmvC(rIiUoS?#J4-RuA zo|d87whMbeC_K#RhL0_OE(p3%xdOCdlnK{l(?Q<#!R*!8Ua0ftmwZ0$2{uITjV~h3mhsJq-eL$Ff>Dutral?JeXY zPY1H>il^*nc3_j!^giR|o72-Ceyj~jJ{<%tlI|Xzo%|g5hIaCN z8Iy;UyRQ4Z&JBZ(KrV@Tq!t7(sP$``7CgKHQw!XXgWNz4Felb_b)qdy(pjj}K^*+8$JS z;(}f_hi(5E5@ffJ6OYR8(HmQJjaFJPXZ=Iwcpm0=mXF9ggUsXpv+0Vr_{ci(2!!J-MX7EHbLE%d#IRzDSHnS*@kI%k}THPJRH(9FE4LZA*wf^2Ks&)NV}Y%!}i1 zIMV>X_SwFW3`T6Fl(O2n=gbd1G+trCKi-X zZ&=(ox=e-RwK z945y6uY5%^oFwj92AA6&NCj=UoKia1q2e^D`D z!*pwJeZO%r8Hk4~;v%2YU{-N0o^RIZ+yCbKb!ytW{i`0lL{je)aMsWjm?l4T&ILIr zP_+s1xPs>PgZLNy?9gLXL$@3IV%P51nMoYv3Q&K3RfhFFN9fxZ%DzH>9(Bfc54c(L z!xDAhIYC1r#B`b0Dlpg=I(u{iw6zmaD04}mgvE}y*k9~o=72>}8hN7CQHz>+^8NsEDtjmj?1TBZnW4$lyFzem#dAs*cU~ODi zaIeYIF;9LHQG9z3OljhZWxUK0tS(pTG`EQ&R_gvKz#-WZGuB8s%(I^#yHjI#TzvT` z#`9pe5NHWviR})(i^sl#u|}j2Bla3Xx?St&?Rr70?%u8NhCpDBaD5&wS_<*lkk!5c zJvjHY>dPyOIta%jB|VJe15r>d`WISaPzid}I!_Xk8Ro zOS*w+ZM}{9*7e^RQ=(NDVwJ{meMOg@^w!b$XUkaXr;*3H$UyyP;$Ii!$ z+cBMz)<+qqVn9w8jtJwgLRd~i!fWCqKlE6qrmfq*Y!J)dyD~U+eJJ->xT&*sjo_ZN zXC7m<2T9_QSS~ShMC&FqZTv0__)i@18;}lJUn69N7T` zBtns6(X%+Cvdqwe(vvVmrgv{(R~Q<@lUBNT)d%u#?An#2Q-q2wxi7*e1iJZog++YZ z(Tl-urpCq-u%r0m%F7Th6s29`%e{*ZmP$U~RqG=_WO6=(p_OIW;46Ms*7z5gg|B_L z0DTB{@C$ybu&^mMM)&sU4h{LRsK`aMWWkDfhv38$m z_Pj9OBaRchEl@crzwaFk38_BKiFpFtUXT6s@|!_HMC4PU?T_opU)+Odvw{mZVXXqy zGOwxm?_6;1(YbWiJ4N#W*leEXC){u?+{7Nw45OR8Z zUh{%r5a64{+o>g7M_!s==;Tfr0oCcRPp|enqiu4xhEyV$K$Vi+$~ZO`-ON% z=$&;EwoVO33q?Znab9k4$BCDaDCj1-ZJ2*tSXdJFY^{DpBSwLawk=LE+t|aTjS<1y zOKynMpG|H1`>&{zSV7} z;^F!Hnj*G3mCNZ+!-Lr>y%|?^D14Y0YBoiWcsn6bdL?OoT( zhk$=Et0yC^4$8-jRYzVv0Xod@LpYl|u=VrQd=*WDYiX6$6E+z1Wo^0Z!F&gL`JD+# z53xXt*lwm0*BYQct*bW4CJgEAV!gX$Wf?1N`5a^DqC9{92 zhQ1cdOKkJ@f+^j&UDs^lQKqSc`s)z@yK~#VmaG_|kSVi()c7sXr7L0W? z%Dh)xkd_$B^n25HDBTHsaCR?npGfEFJ-23IwP`sw4{KFp?pAc2p3fYxZ)vD$xEwHM zcTqcSC21^rZ-0Jl4>PvBJ5=Wy?8nkx-#o3mj|Tgo*RUvEt%=3ncVD|4(r%!qHBl-q zvP|5BQ;Hg7qNj8=(9;gc4j4ULdoQ=?P7{ItDkBIM9lAv^dKWaPVv45n_rOK&D{WdS z89=#ka-?{E1dVGA>X(zx!iy_LTP5*b;E@jhyK<@5V3O4Njyitd4?WhYY3uecdRU}9 zz53y?7#M6F@+|$PfM(i~%bcF;fNNLXF~he?s3?Jk>BFH@aP+DF0_uuF^79uIsty9A ze=0~}GBiRWSudww$Ku1{il8E|Pap0RU2Ei{6+PJ90?>jZjLVtXaw@G@;k=;&I7~rOyc`m49(Iqs>UZK=$@eIm)t{oi$$&r~xM$e8IYqRd7Cng65@Q+J(zoQAS~;{Q}t{HnC;&q zYsiubBVVpx67U>F1S517OOi5`@U+>>q7bwUs0 zKX_hzZ4Ug$$?L9rZ+z(`m3)u8#TGrlj0wjQ@yt;g7vwFPkD_ghZ^y$YUv23BpN*e( zDSnM0ch?nOAh9Qn!*hSExAkNc>-MKt3%@=g*9lrgX3v|(X&VU;>7vO&t%ofLZ;Fq- z|5?rke^9(~IklWf3T&ro+B9--|9nA4Khc`vYR*b|GWIOpELc(l;mDm6TdlY z32EpwUaG?8FCmrnxOEOFd`4d4bp>QsXK?(Yr$F6o0R^QVovP>@$9?n3?8&rWKsKt4 zymhFz#y#=yx49+gw6ctYcfz^p(a=%Nc zDe0M+*m4j^6yUjp``$yn0+%GcOX?BfM-IEihAX&`FP6J~Sxy7FG{qM(p+Lmwf8^96 z{&z&dZPCwCGW|F6)BfH(yWi!fvCxix_jj>{#+Xiqk>p34?vL&;Xt#d71GMlW(pKj7 zpj~){A)HMtaP^&fSklBsUKVrXgYERmED+l9%!k=Y49ORjF^`IOqmSzOukgF`aigo6 z_M9S#K!m3n5?NM+xcGOnqNFs)IaU~`y4;DFB@Hi}q#8qHq-=&lgAZ_RhlkH48png9 zVTwYK#2SC_>+si07E6d<8|-t*rZ()4-(BT@Z=T)n_OH?)DR(l-4`?MF+^E7vHr3+* z-VU1}KVIU~_PdIA5rQo~2|p@DWPF zQpMEtks)2QV#<5yt>glFE`PeA{$VH1Z^BPDlc)%mhPOt>?QKHIfo85rS``3E^PTzT zA5r;=bG#qdXOuKTXr{jK7&n*K%BH%r5Lg($?XT**hnB3eNLfQ!Amyz7LQON}hVS=( zG(YWk^(eU2qG)p@5SCQ96#1?VZ>qC?MThzeb;oSB;4Ejj<%8g*ps{LRV%2RW6 z$37%|xN>?6rUvmdN%Ap*^9z8r0FAeLZ&48cn~cGPGag6W)*3uexe6i(C3o zW26%C7=lWU?H+tTh+g^#qNfR+u=2h2`BM{OU?(}o_h5kpo>SgfrMveUmu*!pr4`Ts zjqNPaEeq}Fdrhb9aX$(87TBpX`F_s^J$~089uBr??Fw-qzLF(vDYW;Gn~&dZ<>&do z%d_*e@F+08=nbPsMeeMcyxMd=A~z-@FFm$~y(`p@4$YiIWPPRmZ*b;7d)RxQ>IHo? z#}fJSdWJ3>aAV^(qjN{D-F;M+Pi?>ekSX@}BG+8QSh9|aBL7FvrP z!RWdpu@H~t8MyB@oKX`Ki?Z_SnRgar5F~TB+{<**aF()B38i4ZV8`~ zpCwnS>ukE7{%ccI{I-(TEIvOYL2I)^gzX z9%=5f9Y{!&pdYXQ9qg=Z%e`Po2-_u0hnA`5pq|^A@-r1LNQDUQGvE`1VDH)mmJvJ@ zVs^8O#$^Kbyv(Lm7oA1lnsT^oX3bzk^$ri?#KBF+|KIKD-{q(M%Cq}jUe`5$#dsNY zOYkbnjZCh!M+06nr!s|&;B!fw=G>Sz`gndUCWqR=0b%O8k8|prije* zloXm|$QY41Q%NMVic*9kDVg8x)Wj~$wGBIvw`#V4wfT0)B~Zl|IP6CnmLhXS^y(0ER!5iB z%p8$tzxm9yhZ0m$lH8hZ3=)d`!h02NX2Vdzfp0J8>X71z39~NBQpii0(@skGh?r>S zwX5uB(Cj4{zxbdQLW*q*TJFe#Yr$yplH+~U^4U1X?!q>r{W{h^s@wbz_mBT+{It$Q zEpxgqAqeR*b|I}k z8ob)L+0?6$;+Nt_G4T-uH^*z-8wsajcfFhk?@gyw_WIrS{CCT*|C{_YS}jrD5W`t? zA~KPdpJ5F$Oj6$VUV#D@gX~V_(9irfuZw}H+i+si2sX7AD0r*ep=-CklNwz&gS$hW zM-xe-SLwSXtvpB~!Vv0aXJto2e;w55e@E?4^(pByM`TBVy?|0&96ayHGe{&8b zzMSKjPiDZhIEd&y-5iXyCx82XabGOce@p;@M=Wa|Ih_$YQuZdzcD)WL@+1?z9sF0- z=h`~)Sncb3;HawWSZ}?;s_%cU@Bg&zA3VE5aPJZ6@SgpJf3$C9UUxpz!pY|(W z*Ux9t*Q(w+ImZQ;ht9`IHta&i%|3J4%<|xT=I&0WJC3XLEyLK=qFf^d9IYJgo3H%u zwI5)aj!;kE*Er@JS-qQBaHtA=B36aup+^ zn2piccM}rZF<)Ylu65xZ|?C84n4`bgcYz>*+73>7HL?iNNoVdVapB zXUE5OH-xc+TI#4zPSdYvC7;O7I&3bUK@QU+avIU3zx>s^9aue+FHsGF(LK|q9#Q}B zD%a2T|7UMkB7X&z{B6+f&U@A~Rve9tz3!|D+YA8-q2ud`Aw7OZsXd|kNJFzMMSR8B z#mxNM>REZktCvd7cpHI$!C=XhjsrTI$N4GtjVTzt_{1Z@6NzA)AlgdSf;O+`i&5s! zB7{>%_8n3-1gq#vteRcNerXR)C2?whnRXDecNV8sxc%QArFQkmSM38NZg6f+(bdrB z*P*EEbUD4%_U`~=19ibFOKHS0xy~#kh7J6WF_btiu_AAg8n!mx8MO5?<@bk=*pO-b zUi}eLLAa5Q*z#2Np?4E8QR5M{h>C+PME7Gn;WF7~iZ97VaEfB8&(y^p6_H=|x~*Ui zAFjrgQ-sH%7jrnWV*Vy#y|YVPQ|bueY=oufP|p!)4qC3Ih&zQC=g!;8S`VUa;@iG$ znS4(88Kt&)S6o9`#SrZ6jef$IU-ZlVA@S^0g@0{6s5HDL$dfw%GXMYS{^8JLe`m-% z25RX7-cx!p{89c2LTyF#|TD&h?h2N$g|n7+k_%68I` z95ZDEao6zs)wBwz>NB5Lf7l+lm=L*{q)r<#$4HD;*(ISd>FB;Qy-I{g%99(9#uHI$ z{olkkxCJ7S^;2&;o;riu%#3_weD*4o+N>y})u zLFd=2M#apTSDo&@YX?zd4Nwie0acwBcDRJMgI+}1NbQGW2sseF?Ce_zqo=tJ=%~5D zT_K8R0?PSdCtUuH_Vs^#sNE^S>ul<~k|A?0O!K|RuTg`p)RB~j&&t8k;f4A8W@;#l z`-z&HH39f}tgHCtrI4TZ)n}(^q@gF{?Y#vF6ZBlWt>D~kRYw8^JX{@YbQ5Xv#!?OjfMMeL_PQId#PelI-W zW`m+%hIkNKP#wwX9-@Ne&ewdgG2d6&W~ zY>78hFy9vPpWZ)yM%&qu>aafu&jJq`@}Q6q+CR!)L9VRGKbs+QXYIXvSqGth#Iv20 z#~P`ZYCCib=t1HA9Y%^ zqAUKNE%}kUw~L}Q_-rMJz27i&Qy>t6b{sE|X6S_0kDl`vsQ+=aU8L}uut|Y~;PA?7 zcfy`uugbr;n|({7wGj4cu0>@xnEt5m%53I}{IeB(UIZx==|~Kj<}_$}<{}C?LH>j; z$QBMC;cT!UwnTRM?<(JjSc2kdvb!|=7tvZSsY4$=I)Z%Wt;a_{M4+=mjW?gx(?PZD zWNdiL2LcsW>U@3CT_{O%y_nKP3~6!Zv+Q7I5hQw5R^4YFN3J1tg85=(a3ec*zuJ5s zK~?sYDY^Y^xOK{x`mAvgF+}C;&bT)_fn7H+dZ3hNRexgp5Rb$I`+)N5k}qpZ#wvTT z*SzPIX>x+;ionmC?k*x}d-J9E#z8p9G&XNBnz}0gpPKmpm&%^+7M;b)=r0}*BZX?F zN_X!)tgty;>v>4mXF@G+{i(0G96EdxMmL8%M)u{~4$kTBfqYii3|lghRcO1YQGMxs zPJPg5(!{ymJ$IFU_4R#si@QFAi12jIL4(UMVO{4??fDRtXs-G%a{dT0^k?gTKc%wn ztxbBL1&Bpo({LXodRzbE?~-HM^&ww32)Cm5?^PW9Bmc^MYDNBel7n9D-W*Sp;f-p< z?fR*^C~++1YF%VBaFL#;cQ_V|!VPjQ1^okn^_f3ILf$R(_@2{A{^!?0Ir>tc-}*9i zWTLZ=#a#;O%?T;5hZxa`eO)I?lbgYXT%}ybZUm)ge^jA=*$wNJ3PlDb7=YtC*Ky5< z+ra3-zPL|`WJt7uIqinb6Q~-OwFpn_MjpD4L)G8vfy-p`xP8|^>7%6_Yl_*Nt2`t;NcP1{-Y8P)gW+0`?C^PE$D0sqBq;O3+7_mwO zy?$&H25D=v1Pv`D6Mg(+#_!{zs@ku&(iAGp*+yp`P(|l%p2`Qoo(0|>(P!G*6HJdfE zU!XS!&TG3&YJr;~4Vm&@yviPFc8!G{9aYfv!A6|_eE4tc_s^F9NO|ux5zNnxgJ#~G z)JM#C)%k`c_6EBsO2ByMIf7K5BigGLX7=@&Hx$2&@LZG~Usb=DpyJCkjIO|^?mAtP z{RLHDerWZ+%@;gEx6it~efdZJm42}z|Ev}7+B*f#PJtl8x+6e4E*?=QCJG*T=>x(< zXGQ%;S7h@hpKF@g4X#aRJxMl=L(ZoTwjVGG1@^a{4$EsZ(5cy>Bf9F`@M<)>Evs{m zkRn8DGbvaAHM0eGCd6A&xMqe7OqN|dsoGfw;DB}TNIPOCaRiLcP>Wz4w zSow*DoQEY^=iuRtD0I&HVCdmTYk+4c(fO$NAfbn@-@s)k9(+Ic<5IywWN;!UC3bfz zNVk2U(oYz1~H? zjzO22_}~olG}`8)PFcqKj9^k(Ku^|k9xQoSC?Y5Q&}BL` z1~uaE{;iVYO3#$(RnNO+N(+#r{$Z+jcf!T(=@b19Q zknG2XNDc2tt2P?yPZX1ZD-)=M4d`}*5ZTSUX+p3emYbEhcPF?DmG_laB{x^e-@ z6&EX2X4paPGY$_;-`j{^b(3Si^kZ~^BT>!I^(G;T;vKEPNi#5DC`jrlKaH#nPCr^~ z9!K4e1s}h%>tAJ$pWFNM_CFhK_j7#;sYDKcBk_eLA^n1zw69nCJN_fziv0UwsqaJ> zQe#DlAy@QuN_I=5<-m}|_m8*1li4Ye#PFInpql3_8+0#cS0X^aIQ-{ODzot z)n07sc&o8;{=c8kp;UXT`&kvZRcJ@u7=9cLG<$A(x=Rb_3+)&V2l^nmZ(;e0{4Hwy z_Hd6&eFcH}Jo(Mzohoo`{=vx}O(Rryx;;0u;w}2h*808paQ83m@iW@)pN;O)9BX2u zjz0!enpZ~@7rGErlPDMYs1M9vNiF%Vw1TSrySi2-l4*MhUfPl{boUAGoCF}ZiYxJ! z_xOP8Kw$CNbsVTpt^cvyvIrQ_-zirKQbSwRNmG^{uYsp(T1G*ecvqp+KI!UcZMi7{ zG=?m>6Sg`i^J~~rM!zbor@fIgq~n89P3Lx9^yo$369&gl2j3?!*`CzT+$RG|BHwau z)G4j9@2U#_=8k_hDyla7dCG~=Q=rn^vgE=1>$e_S5)IBOu+qZ51@al&CIKWRc|OaT zlnv^?Hbu4OGogx}X#b5?RPZ@bG{lv2D{9d>_CV!}D7aBKt(CG>UZp=-TZ_8wSEzwK z$A~q5j0bJ|l0TN*zY}geS@Y)F(CYbg#b=%IIdQCTaOpB%LFuo(T>ht_)c&2z2mi5u zMgBconOnX+RqQ5+%WXQb=_)U>=6+2xF0_PPdOZiWew`vLjk?B*8LtDfS3?Q*jVEc}XjY-^eis!b|CnMbR8j&CPWk*giorkI zEN+K3ksf$!0$QgsAH36ST-BbR>-W1TH5GP);bVq$K-qp-hRuWpc}pJ_&u1M%op;L< z-x5|w1t^Z3PU&=@hJdCU^2hJ3p6~m)KEK*_tUg_IkBtFh94>xW-Mt#k_N(LnyMOnEqrbZx{a@p06u0I4hTKRQ*t37?>fDBX2t`?aO(7EpnslAu?eBR} z(!<3w{SW0};Fw{V(jk3Bp-gqXCR85QQED~ac&vl82`9>4F26;A3@pyoowX~#cF$Vb-y20I%V^!MbOk~Hl8vyti@fLtvzmL}qN>=Y>WyQCgaxI?vK2yBpqdu9 z``N%bwDd7oDdF>X#3bn`wUK|2Fy~$KLGV*P7SCMwjJLNJ=N6kg68aT!_)WTf3&Tvf zpos1XMXUgBSa?Hp0M`x9zUh7x2A6{Q!rO==^ueU_yJYW$!gIA! z-yoPk>-t_L_qZj)U@3cIX%;zDd)&W~efKDoQWV6p`^2NQdi+V{YK5Szm#pn?xgF#W zk4Xow&4qkFcUg+VMELeE{&-A}Tu%nmVq{VNCw&(74 z@KnDDo=(Drp;d{gNbSI5c zG_4+YQXu- z`R8ZwrLqo}R7wr3I<;eSsB0kR%+MAUUayDK#5-F12^a9bpw~H3qX^3uyBkMK2xGP| z$`n;?2Hazj5oD$N9cX>&hPPAYQ-dyFJ5+m(VEJDYNoxA z6n?xhfcrg!T2>xaU(y1ltz!AkXY)Yvu_NoS$ru{qw)%R|g&fB`eWt8;+7(i!)m{pV z&x5Av$f?gV=l*7o6^Po3{HuwSCbdjBgoD6Zn(2{6awOu7I48cX*%yR63gRz&*`x9- zDO#Ni0l?Y)FtX@)3No*KpsP6-4tq=mg{wx>&`eOYN>2SwFdZ?mdvl8%_0?ESsyh`! zU2pJJmFQ!d%cFcop$MYP1M}bd z5@-6U?P^D;_Cv&+Ts8TWINC~hM7o=90oMk$+$`bXlWV#?L3yk<8RzyUuJMY@+{!R=8Xq$B}mD>=}^7 z1sv)|UEVyHf#dB=r{o;SM^GKCEx7`fcf!S+N&6s7td7#c-4SZ#G`eL(`e5${ZhI$X zfK)D$MNY>t7{voBGZ*#Y%BOKrTi!y*;#niwyLkeI>|S3*;!lhBq+F2BVD^Q3%?)&N z-eg!<$LL~B&#z%>=M%?e8J>ke+4cduX^2L?C-&@{mh%VwOWS$^WSvp4q~!H5(@@|f zNH)4Cq@zs?<@vnFV_>rIBsnkn9aJ3Lz0s0Z64a&rIV5^1k=0PIM+`?fI0e++-}a^* z&1-zUMHbu$mnST4iCvsUxo(Nuo(S%N>&!zSrA3R5OxwS0oGJm&Xnz#2z6PDzZqcxH za6fTnfFerfoCNBlG@u)$pTjTJ6OvAm^U6J6644`Yq+_E9(YU52J3Q2=!t#~pJofEN zdC78~2(v56bIa6D#A|I-nG$>~aE85cXUFD1{OFLcT%@)t*4oaLwOc|HyGre2q9~Wb z)=L{5QpOj-mnX`#>0SzO46q9&TMU9}IqyTRa95a@v>i^kFaQ%xyffFm6yVzdejb5_ zNyzPyQJS$wS!N3U097Y&7g5DHD$&x9Wt zv{Bq}{NXvU0#RF$f3-(-qx-q7Rtccf=|@&5n~GxI`SpIZiiU|d%U7K&{LtPSXL@nv zSU8;DSy#S385qa0qi=dtasil?UHRe$*%jLKLpOp;FAKGL$x7D_O_F>14>FEi4g(jJ;3uJpGB?;z(q(}A*R zPlQbx8N%!4swJ9!c_d`^JmdYxuh{+TgMPLpZn^1z3Hn)~Yz#TCm`Ebsv8d15+57@` zT$Mj{=1ac`Uc8X@k^N)>_7EC2?kTpwCuF_PNFPeYs&Ra#Y8xzY7DF|e`?N83nxLH2 z6UO)%BaJe3ASFIgvd`jP)*X1e7v9qPj=)eK#amuUe~@zZ-B?OKLxh)wRNW^z3_E+% z#P|8m5o4cz+PxTS2{c#2_I~AVgW?x=c7O3&3yLOev3EJyaHwjs?e)n>*rKSzM{;>1 z9&P?C?ds_L99$1OL^YIY@~BrOEjKv6$F?C!V**?P>ppK z9E(eZ0QaicujfjTrt%Bx+85bj^ zmtBh03p2Jl z1gueY#rokY+`B{%V&wx;dTTQ;<9Rw}yBCZGSngGAV69Rj_ErqyR~t9Rx8COYy`tNX zMZ71;tCNJVv13=(G1!Q$gDB>s>+i$cZ{0>4KF@$g;eo=3uF? zy^#pF%T?D{B53^RA1e^G75Nu)khnO+s>*xj5#!;A*;IIyA{MV(Uvm@hLX6$lEXlhm zh^~H}M?hf~6nF5U2m9(!Y5NDEs&_?j)p=kIO6MNLtM)}#*( zvLrEWV7P#}Oc?hm5c@~Q@=dc6_KUdZF*|pCyfzMI?-Z9$3&w25l_!F}5aFp!)RTI9 z_u|GDsetTVTd-3<7PlZmQm@Rt-K}6(2W43MomVC$)?j>m%|ksMOuvL!kZ6(N6V%H5 z_tLCDLVf5;#r6&O=Ca%Rk4#=fkGB1hp4++~%v-}#Sw)`Nk;^WnaK(>7QecZ8nB<)A%_mQ;-UOSITG8f)KJM(?z z{d9?5MS_`;NGils{c6tz;iBuEZGddy3$H^jJtZoAM8)m9;#$G4Y~A}y8Zp~JAq z&&`4vr3aqUU-@yrT7jso$iMcF2_p46-0&gvzi))J!8-IVuvmM6x(NK9sq+>+x`X^) zy^uaWQwTY^QU?Myx1uL!g16ceJym#@gKFDPb)kHN1^+vm<{<9C7jW#VG-4l*JsctY z1)7O;4KJ>>Ku0D0#C>QP{MWlp>Ewt*byWk6bD0?k?>*+@>>`1zi}%)#uzd!p2et>s z73a{ohffBw2w~;`QX`AuP zZ8$Drv|Ox!5g%p`5vdOl#bw4%`yC&)fjO_xS1v_H9GaGg1&ENvMN;auE!$|Zdn?cT zle6cbeR2ET)({T-wwr>1aFA$^3wON7GzK7mw7Jd9i36@*wcH`wD2#2LePbz~|EA(yE%#biNp0nuZ<((rqWM>o<2pj#9;S|XrCy~i2F_&9}*OtXNl<8i=Q(yb9 z6{ULMq)DY0$Hh(YxvTk%9&P9GMfb_O`q>It!G3c`w51o8lw907Wh#%yt7!FE<+yN% zaP$GmyGw8)aldW(7&kTLR+5yI64&g2hS zz%$W_-q;a(T#+~xu`KKg6P%|@A4YV5QZ7|jio^yu{NlcTM1v4Md~3$?_;M<|C9xH0 zxx`F_?`Z9NCHUh_i~k6w7MQ-f{i@7WxO-G~+P?G_s$9sKI4KqnLkDBHbF_mI8H>*q zcjg-~TNAGrNmhZbn|~qk?N0|Aqb<|<@}Qb2@roVsKH$;Z$oJwhImq0m*uBzfsjgUu_0=d2r5Wc#V$?QPx6dEJlWU&ED&R6GEwwlFZ6AZ#D4)0=4Mg|N7&i}IRJsc=F2>^NUG zGiKa&vN^@`hdr(rzQ_M|k6Mv`yAb4gwz`T*k z6Oqa6x_P7KDrkzoxzf*bA8kw>&)ifQ4SCajNv)=tNa3)svnj76e6QM0zhpy;kh6P1 zPewKzx}fuVGPw@jd@T~Te_bh1)u%2SUKvN6w?nQwH>txl_2Q$q4Y#0xTkbg{v6&FY z$h&r8x)8OsjFfp4V9@PrRUSAZifC~=?`MrZoOoN{<>}kxaV{tnVTw6ERQqp@E+f18~2kP2kjUI-sgfAEyr|EYkX}Mrpd`3?rhkyywl9YM0 z?0AIM)=7qh48L5u9ZnR#0fj3xzoclQSCg_Mm)(7x!AdG@neS63X|X_NDOIm`6CpQ$fWeQM8VR@D;I?>)B<0qc&iNcQE(bR!+%cq1!z7K z>soZ&3u&Q@##9#vL9)%#%|t;H>KCo}wt82(qn z92rs1&xt{Lk$+*|4>;-yL~TX>#T+De9T!6%Dx8P1=+S}a{Jtorj-o&CqC2Q|aJXzu zK8N^~?H1hD#lZ$uvJ~CWJoMD9^MVwcJNVU$pRUY~MxPqml%hmMp+nAic+(k5Bs7>I zoT(5DI~&Y`Zc*Jp_4N9m=+9jN!TmXvy&IpQ;195Su)8#<3yf(-8lo6re zEghXh0`cf|XzV+^8+_n>by$IldjrB^qYY%&S}~oY#3PoPZ&+d^!Qen_3Eq8L=%7AH zD8A7y#N-pj6dSCGEnhQs0;kj8x@74oi9Zz#z8LI1htEu`Nj#*w3!i<; z$yK$696OXUj2z=B{!W0|~`9cQqj)^63_Y`H+LW?0J&qm-rjut2@ zv!;o9BL&Kmk7?xm`hes8fi6|b{cu+QuJYp1hoJr>dc9}aJo4F~m*lU?k4fDIiul7* z!QY+4yt14P-*y)GdR+L2=Q;ilU}_Jl_GPq>TY)jnx*bdrPH309^s@N)d3biJzq*9% zG_w0-OsSa`4MLyU950`|haNsQGx-$k1d&p`&(pq#qTw%cQ=^~wV0)a9MvdVz;bO%L zrJI>Pu)*+nuX%71YGfxNrzOr`&#z+=^V6+HX(4V(C)yQ2jePoY*E}owaI;I{BR-MGL_okIEPi13My7>(k zT8QHh6_3Eww9|O;<}JP4bJ{p0RX$o@?HHa+(=lQ9-HF*WKY8oep2CtvZ!_)u#PPe= zTP=4;ti`oz9%elmQ^2uoeK4=89ZHL3)Cp$pa6`zYak1bwIC&|$iMi|t{)Q`7ubCS_ z_~U42Jh>uMh@{{SVDqs?aW zmw;Zh=b|ODU*itcrIDb1-mfi|GaD@!biAOjKLrPCD-7;6Ttqw%3Jv782*AnO1ihX< z5+q;DB=E4p9SWN5pYENHL25Mft$jh4;f+|txfteh)Dn?(V>(U_mQUPIKeLya_to4|U}!bi3Eo_wv(hR4IWZ|e9Np|{Dn zedar-7PlQPbhyOqO<{&(h3gVSugGIIijwlYy{4G|D9K!_gAndNA@xXF=LC+8Qkt3S z6Tu<3-yC`42lj8KCh3pLH^&T z`MN1>;R;RYV2zzQ`jq!sQJT13lkV?dv!Nve%`QBZRp+*Vs~2Q8)+o87C+}X;ZK~mc zJ5kTir?4#&4CymvPAxitrq$tfOLY+_>$8h_^+r#~m!(lo6wE_Ss`aCnMCE|aPQP=8 zk{QkD#eU_;ae&?vBb)Y@c_HaqeFi}yWah(df`4`tB{Gf?le46*z*aUjDf5#9xTHFT zv0Nq`@1=GUJ?UwISyH9hd!OjzC0)l`zAt3)7+|4jRwQlITSO;Y44_~Dw_XHEY?tm}u5#TrDpmlqG zC;0SVjoR&93lu7h(rv`Jur`dZ`K}o^0q+??{=-~p;Bc?ew@@hr&;I2%1DNO$t#>~9 zU?n5oFd5tDrW6L}(wG}8isqqTMRTK;gV_&ztU%OO({LFo+kJ+C|as)wg+3>ptN^a2s$%F^2BS#4cyl2R;**VhbCI0^d~dqfRf*6 z&8?j*=+<&g+Oh6)@F8TfI91Y}xZZMJqvjqJh@{I^#Rtt0ppZW|GqMm*C=a(Q3bf-^ z2M@zfRlZo%P^RdJq#=How0~AbR2^UbDso29KpdalZ?a8aSr>EAa7nB+=f=@udxmC) z4&(LdJ4aZpcyZg^_pFy{Cg5`PK=XsM)_`FpRg`!9?geVRbep-nlDJ( z%+-c8a4r5K>U^8gIsm%08=CSYzCc|_lG0Lv-Vb{me)yw*tjNFELy5=s<{eiR5O?2W zSLUOKh7PejPxU(vV>Mw)zBGqW%!Bu?G0Xwr<>hOYX_$__o{XcOYKDDGrU^@CUOoq2*?^MdKEmNGeyDGhvMP7tJn=b0dSCA6EHt9M>-$6d zy>N~pZ}XlOMwFaOs5`jF7D5coaw!#EklFJ-@1g=qn2t&E9JBgHSnAalxuuzhRag`3Hiyu!~kObW{fyUhaOen}i!* zH=q)qF*L%LwJig0*l^+Z9*pj#4+deARE{HSdMzY5_S2taZ2_rc8tiJ-&Z}Tii*ruH zLq|&Cq-I#_ZAD&Ca=3Kb{a`h?nwf0lG2a24zA2rR?s<@x`=*fb&S!Mrut(s24k@;c zV`A8);0Xsf^M)s$4+BH>)n#p#U&GYyA6LUKW{IA@75&NjO+?RK-Q#l`witlcp^5o~ z85MMQ@8SEjTIb^YCc1BugwEptqk4 z$>578Qp;{g?ZIVL`3}`rx8khEykI6OH7p~x!=ZBoXLK!F#(Ze2%qi(n-vTtepJ<~mW`U>Qkjyd4kLZ}-i>F6}K0(;DmrZEZ zNoY#2on6T3fywXZp1KSXe)NwOh}w$$OaEwW7d~xy>@)iQimpB7-4sEQ9dR^Uis<$GIuz}1e_PLcLcyARp zAtY*}1&)wyEZY(A$)94oOy+=w1Q@SK5*E=!o1pgz-sgm?%o#=bRJ)*HTL-DRsNAaa zx0gD&iE(@3b2(c>?=Pd?8M>t7!pr#N>o` z_HV}WW+gY@IlY73A___~VLbTJ_F-DOs9_iw4Lvu*+y?QLvGt#D{tx~9MIS#W`M8v1 zb~c>@rkYA-d(SSUmG|M+mcjsNys5OFMSB|QGX)y(5ZAYNePvcJmaauIm-(yQEefIT r*hR{;3UN@Z)%Mitx(*xyH$R5$Bl)8|NBpCl75QhWfAKVO68nDu*l=*j literal 0 HcmV?d00001 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/2018_templates.pkl b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/2018_templates.pkl new file mode 100644 index 0000000000000000000000000000000000000000..5c2bce11f842d8e4deafd2e3062d8b119e3c7a08 GIT binary patch literal 543936 zcmeFa2{@Hq_XljI%%Kb^vs5w@WiK7 zA@S*bIHz-t>gnI}UEllmJ+7g+OityNk?S|qdoh_sez5$UiKr%-5U*x4ByXQr?^J8NiIyL(uR`$$Szy9Zc{ zSOmqNRMwu=EP`yr2eB9!`0*U{*P81 zV;7!Q{O5f|F?~t(l~poRNDK{U|JySAABD*pO~(NL**E5MZzxqjF7^ItM~K)`<*NHt7MWJCVeALE|BN@! z-M6?UbFuYt^>7UInTsypeBcP8iv#1HhvCL|VGM4BaWE{{7~`~Kqqjhmagahkjx!Dx zZ&ch!{|Jd2>mMO;qm6^4Gc>fuZPu;j0Kgo|48*POy_WX9oclgb=>0`s(dhdm6C zcOJM9e}t%o7{s8K;d6-5V7d7&ix}*hzr!O2jW_Z_Onwi$5SQP>F2p7V%Yfk%+k{~h z)5MI!DYhAhRZKI-9Iu|{1Y%P*$abL zU^!nHAc~=L0qPg-B97^@;EK6$C%o(6Cc@w9f}0P2s|#*gEZk+;Y<7G{Gn*s}YdGd| z@Bie;gpg~8us&cXmZMrX&wZhEX2?(&n&S-2D4b#OE1 zZ*{@VoWIotH**&5@-=h5qnXW|g*Ee;^BwJ6=6pvxmpR&Es`j=XdVY>hu70jw&Ocpq z7RG-kbAAHG&76h7-(=3h06a!nvI1K#+!+3{02Zf5)xj++&PaHiReSfF(_8wgvM%~hWT zG;>)%s9~DR0MEd0+2{W*`?xsFtsE}%-vQyWjtg3fWgJ(r3PaxlY~w;#W1tH%jSI#b z7nkK9LU9@XArzNgTqyl4vv@7Dtm3vX%`uACI>#n%E8`rK{T$z~(KBMBiD~2gQ7|zm?AgzPvBco; zM#Bx|_fWWz{2mH7kQmhb$=lqC#n(t;mTQ7Yegpc>$=gB*+-QD-_~zv8n^tVB7FY_t z!C_B%7L4gPNW2koqxyXuZd|{Q!;S1WIGWj2;9GHa;r>Qsz&SCn{u+6Pxh4A>6z=KW z>;b}8+|N$$=3tmL26x5&Yjk|fLM+W;2u|0hG{{T7wUp{4P3JSMh9HZ|3(K~>KE$3GCOM*Y@bbph1%J^ zbDHy&WwyDrSg_w*cHrNw|2R7qLVqVaeh9_Qj)kD#WXD2kJmzM{`@#9mSD${89e?8* zxY_YHI^br<-{^pw9Se2%njH(a&t}I$?ep2Opl&WZ7SzpU2mT%TkF#ST^mnr3hfv(? zSP1$}b}Xd+VRkIk;V0R#P#3&w;AY3)=zyCYf1?9#b}ZE4Yj!NyKARm2wa;hAg1Wiv zSV+e*mmS~UsejE3!TCBtP*w1em@NcuMfolaHzV+2tk_C|ufpDLFHlAB!PrBU1uF0y_ zn;~3w7lhz4`z_>~d-ZRdu{VYbF#0X^#Lh;7LW%36=To!)-#AWbX;MaR~9C?E&M z3&Vze!TE*-;*E#P&v#+C?0gr7%MBJrJ=ua7wqX)*t$UuI{gW*ad3jL+8(rCsek9CaN7bY`E-`r3hm&(kX0 z&Mv~*($hA;#m_U`z|lE^k872>qp?tCpt{1Qzn#*>*r@1nwdgl?dNFk?d2cf7ijqL@DGB0iiyQU%Qbwtcs?eX(I|E_Ul{fFv`dd$G8*ma$sR5&7?9GT!a?hNHyPRqKx79#xd z?d6xZ*j&(t*t;ttHU_&A=<)G?hCBd&`7r<`5BLgiH4mUvDvdOWlfNJTeIGW0Qc$w{MSf>sxz;$ke%k?p`0~144^HUQ0y$?k4I@z(0)1!13Y$|R1L!Wt zik2Shf#1##f78P9m1<@%S$zED+Vf$^`>I7hd7V9UK4g5-q?Sc+{jF=u+<3LLAsVvx z>7@Vj`SDNZ{|Wa+WjE8z!1iIj>(gyv=w{KNI+=qroKgu}e}#rH|KoZNiSYz$!~HtT z-m4`4ynnG@F4(@58%7hRm4n60$9|hXw3hJ}y^$V?)j%g8UrVz3AO5S{3l!c1*|Ni8X=#cm4a*`~TDP@4v17 z{OSJj+-bbDA?7@yF6Fp{IXpV0$R$o~v=thz|gnAtg z3Kt(7{q6OvZnqr`@dXP=9U0hsMQuCEU|%hjVdn}TeON@*KODr10})aCdNB^2)4IU+ zVc2Fs*poo-vSo>}u-X9Pk~a=b-SzwX0sg?mgE4!|Awevh*2Ognxhxw#HCpKj+{-BA zCq&B$uJ73?$s4dk7q;A>wmG=Mk3f&hY*W`_)J6V^-V9b}@cliHAe-ALY}|DWFvp!7UDVc$MfU~|g0ZnXEe^GhzLN!8BE z9Cl>#A9CEh4T(l-?=8!42A!1rjWlV5{=HshX_dD|2X4w}TIOfF{p0*4R39ogP56XL z_qx|dRL%Uhf8&kILPr~nppNLC)TDGET2_DNnqh|%G?-*NZm%sOus?<-JATb7JyM#@8A6ZZvOngeZSq?{Fc7w*2q7W_x6-kt&2r0G4-@AgOm2* zN;iy*>m3o%3i>y>N@cp=)#KxPM&pYFEC%uH#n$7$@PA*93BI(=PtXE${n2&trngVJ zU}XI9(k2vixtHSGi+??QtN%H@qyKpPr)soKo-nyViIX%Q7*-r@>b z;cV#}E0fUvjZI5}?!7z7MT<}W z*YW4&!ntiC)DAATW?E*dMx$h_`;qS1b`Uann)Q%cCc*qw>gBsi!EOpA!Cm*(htA$V z@DJbLZ1o-mPw0gVe|+{|=ilGS;s0gKpI(3dbpP5ug>p(;J7e}YpV^nHg*oBxcd!{+ z#J$#bA>iXmjRyYR=n=h28r^;mu&|8~M|_0m z&ntF*G<}a zA*|7td-@8GT)}EGZv4~bWOPhxx!0{eH^`E!ZvXI*aKH0-pNmsJzb%L`ezrC`6!~Aj zA2xZ=Lhotf2HVb-rH#_3J%_TCtH{J)Mr&Y7N7-Y%Zdz4A_h9&08F(_dXVTIUTUYgZ>S>7FE*w~r_k z_C4yb1A9BtxBVlr$dcTpk1O;tT4}RM%$Ps?pYC6KvSk>9vj?WW zdsdg0>w_mo#?MuEEsCX@^mZ7%{3$EeUfu@;^Axuqwm$#W{(qM*&Rmx4-h;Jo!@H|T zHXg#t_~XAZx*tN#fVDT~w)L*^`_13Ax1=R+tSXWk_OaYLe{^UWqFO4K|8(ysB>ukt zouNJPcl+V`i0e&oFNY2J9QB9>vw)*|^ixHsBmT`*2G@AV zSmbXN(OE@seWK!NehrQ&ctdi)agkLnf&OlV{R_`QQW&twOM3Bz3fZicIKSLv9Oay| zt$Wl#N`U_v8*+o(Gf^ec&^~sIWFt#4dY)Sg{-<_AmRPv&ila3I;}x}RI@`S?3Lep@ z<`w!9=Eu*j_cMK;9u3#itBYZk=P{-G$CskWix)kl89pKDEACG9dx;3_`Pq1);VJ_> z@1lWbwDe2C>w{?9qZ#wvtUDoYu=HL~a%rpw3H@w?l;_=V>$MMRl?=j0K;96kPuI-S_%_I6L9FO^p!sU;Y1uM_Xpjmx*e z@sK**UdMkvKYzyW|GNIaz5e`eeE)R+)>&zoy%JiCsmr%LouY#1M+xT1-;LvvKC&w; zSy7nroLfKXR%*pzWc+bfG#>d~JwD!{nogH$1Z!`7wx-O|{rL9&{r#G%+?S&{ zO3|3>zX;rNttlxMBmZ@M?08c>L>1&rfLO z?&Gb3w@H3Eu2Nytn~G&(p?Gb;JBycx5%=bZR=x`fpnq1iLVfru!Fcr&`wVwfM?;ac zE7jgTgy-)^Cf800j5C1jR_~gG&AjMI5^>oni4nB2$5zptX6l#sE1y1j>pBg`0Lhwb zH=lnxhOVu8didPRouF+%#Usvjjle#dIER2$9Z}F;$`=$!OL*Ra&-bs&gUm5|jSvk) zDn#FKRbxX9HC?BiImeLKJBQ_~Wq&>Xhe`5-)gT6*4%_XxT|8Sa>GR&6Ik6LT9v>_Z z>?f?3{yWcBncs_oJJ;1fCjXzWCk5BQNK%6W7Oy*ghB}S`of~O!Nxd+PB;TB35H1J(JiP1-d=dM>cX55b*n} zeBtBct!~Q(+9M&JMdjr*RMZcth_z;B?&_;++{o?Q$}*b&B-<3ckzE$Hi znEEDoEkEF0%h>;Uo|{lNy<9Vnt*5FV$!cZkk}%`r=l>UX8T&xtHka)a48P6VU{}>&+smOBd{$b(qu~zFb zR#Yu9p@lurDWJbe965SKohNNzhGa2f8SeeeD0#U=|X?un(b=>`+qjho|MI_v#XOpSY2nkdPE07|Ew_n8v1Cu z+0S1T*`|%f(9=#fdfMg8VD~u0xbZ3z>aTX4xfe|jWE(n;?IIUJltko$???o|T+jdF zdIc49aLh@nrTRV6JGgW$TkBo<3Ss4IlFxI1)P=c$<+8zVuQ@Ia8-YH%ub?}tB?^J81k4Yx@b{Jz=EqU(j~@n{^Pu%i=AM;D zFQRhllRHdbkb;t$FxN(ZA_9N#`ACb-a2h<)4BG6@UTmgC1o`kPu|~GmpB8wxYHw9t zCyxAEA}v)8GJ}eG&zJa7CW8Ercc#5DY%c)TB{>FupH&F*pF!_-oV#-_#4;OQVU z9_$}4`*s}zX^Q4WMk@*Z%e?N$u3wuA5+8$>T^^}Kl}jdsr5H&d`BarXr|=6c}m?%Dw)^c^FOIsomC(?|^)>c-&M+ zCINplx#8!UA55X3(@i;1`hw_D)uSN?F(%-2&HT(a&5ZUv@f1J*ZVbJk-y3rB0Ws>G z8Sx+x2{xm;B!Yx^K9jbxx z=4ikZsxSio@bmdklmFN2&(G%HpYGpn^2@_tt_@-GeAKLrK8%JLlgBh>mvqDm7%}qZ zN2hfLcJO25r1~2&_d2liO6yhA>$5@G82#Qnp0-;0qZk=K|G%(qXkN{lgVB>a)7o6x zLWGg=@p*T=GdfN#!sy>*Uut3H!rD8gWq0&+0_#8{F(2%ByRUDpzlu6K6Ab7c90!knyR?tjTQR)N$4Ou9Xh{EbK6FQu zy}L?LjgB_F)MmRx0?Qwq;H%vBMV>tI49ymSMX)h%vxXV1D3a;EedyTgrEpA&BBE-~ zGPIV`hP^^|2_$9qzAw2hi8L7At%`lk57FLFm)`eLL92vE3P}6g(A7ZxfXuGj@WdvJtK{wXI;YNHF8eb|V=)aN( zSXR5_-+uM;-yds{jWlh2dI#Q@imaLLB&;Vlvrfv}%F%*SEN@k*gE(4lyN_FPlo`~{ zXp{0F7J~hN<}E)*eF;H$#UJ2TAD~9C9~eF~bUBwJ5AISbX}(dtf~?+g5`Bm)fmJ(; z`GwyS*2}Ze6Eyvvc~Bv;{=V{(i)d$530qn)37AViu3=32`FYsS)+184vt{fzD8MPt z%VKT17~1o^=i=aHW~eCLU&ztJj4~eW&rKU+0?F;pV;_6gBLnlPRU({%kX;m}&E}$p zUb5x%^p>_En<+}SMCIG^3S`hB1Ka$i|B(%wy@hcv@oc_S_(+a(4Wu`+dI^k6yJ!HbY;hgZ4R6!u{MWSvp!L zZ#pR8*&%)@UINKnq&c!IeJR{;5eQR#x*SFF);9^&uYkPv%?jg1I><{sg1@zR6_lN* zXDBMwLYb_7Y&~tQ$nw03R)o$?`E%DdZzMgC4<7kb#`ngqqgR{Jv3)@&;H3JCj)QO8 z3G(y33ujJwTmiV2bH#HTUq$=O%1a*{A%RuCe!E$chzRiW^KSl?{Lbp5VbTw0ulL4< z!W@4cnMeJ(uYY>I{L}s0qeA_FyA4}UTXlBn7W=Va>gVL=rCwe=*!tS7w&D~c_bQCu z;zZh*)m`j;a@>o(ZEhC|F#0Q=+iFPrPGDsGnJ~U&kX?SEf7y%O58RS#cP;G1;;--;S7rxeKTpE<@3r1XUT1wt2-Fw&Lb_K4W$G%K_1H;* z`|6BKwnz;1n!glV`eg%bxl-RO@8yJ^9eZr}ra~5)?{-tMy)Z#kMv|X$HqybX2cx?Z zS_kF*8XWqTkXAyuqUVb*u`OtFO6K;o`VC<1%U*RuYyzEDT&9!|K7me6YlUw<+#;XU ze_yggw*m@Yd{SQ={16${B!suQa>F9cHI=3#Y(HJ!@cqG;+uZb5u;`xzo=$R?Gjy(a zal=Rd^RnCKB&$x+z2LX=?uFC&pXU8hn7fifGP&-W-rW*#=hA6e3J+!EZR#hTUMm57 z!2)GZSw)d**NLc3q7ASyXx}!GDF-CIyz9`~vGve(Px?gPE@Px7=u}NpNdp%Y_B+~( z4alFhdm=GqQ32`+dhPEwJVi}mseSJ*TnEoDF|WsG&p8E0pIuI*oIs;>2erMPJ(aie z?%qLn;ye^pJ4cp!JwR_qh4wD?;{vJdO^nJK%TQPSVYe+irQqqiG5x25Dky1#;>bZ} zNw~MDKd#+O6!E#=me7>m2pPtrrfLC>==uAxq$fpkkas@kf#swbD)!$rx@HpteD<^r zE|?mTAEc3utCy~Xi6xbxhTET^3@4SXo3b&6kPddEZg zGPCT(gPSX0>MCjfx0se{3jvOOTk7K6smU8wq0og-MPQM>x^`Zyo_)n(UaP3Pe@BQfqNOrBu7d3uv2rM?NqZ0o0 z{BK)tYO7Ot0-kx_%Q^ha8MsnbogYF{a5kLgcwCSgvcG&*B1>BeWJOkg98MQUR?1T= z1=TlzXx3_8`}IyJ`lLy4LcJWcQMPvEKQKqV8^GZDGz|nAwoXK+4al$N&$?jITmc8S zJwMj8tp)L3kmpJko1Ndpss_GB6R4BnxTR#sI6Cf7uGKjHME+A_MqLSA1-!hNz!?AwR4rOTk}f`Xr*pBL!AgAZ#8#h|gvH?f#P0S#E0 zC~FXlf<%g~56P4$vL|s^UU*#qD3tmh-0yZk=8uzn9vMl(E(2a&i5>&Q9Fuo&-AM|t z2-Hs3IoK{Q*mW`Qy6riTIv_cd zMYsI*`_zjnL(W2D&OJl(u_vgkPF3IN4j+iKi{en+Lt&kbsnSNl-qm#_UUUF`N82T84H1N%)Ij7udq4$$~laFmj`L6 z$Z9T(Ja5y;|<0-uLi`)*9F)j2YSl~-9k&m*5*59je)&88k|F2UNrGT*I^#-0|V ze`6KOo&FGOuhhV!N}8za7(Hj|I+^uXv7groToc-EDvQOZP_4an@b+>H{>q92dB?M* zK;_J7@rsk`=-dsVk#p~)fFk+hZvS%<=z(4L&9&F%fmV-?LGzp|S{-aIYjbP^WShmj z?mlaQEb`mS54O;Q>n(@E{q4i@`RmV7)23g5?&O&GWNRNk$!^OCPNWx&R5(7P%1nO-)w8Cn({u^G1ccH3qMC;VQu(uys56^CM z@LDC9qJV=n1`p|};f17p0qc0L{F?OZ6p805V7qYrQLWR@kxbRDUKzR@VC(hD`o+*^ zEqdoS!Wntq}9#3<;Ee1D{2p@u;P^rb4@Gt_;8QY#J9q^MT{+c;zDP}1!4$-nrs zna#PiX3Jq1yTiI9)zcE>944x0d?jJcm`~uRdn%}6S#_6YrX(aQdNv2`7ei&S5+!0v z8^JPKV+GS?CxrAOlrC|~!Q+Qd4j$QKipt!oi+FwMpv=c`>=E~nJQsK2!P-rgAa%9b zuz~d%+F-DUDJu2`ILee zw#(Wl)nvo+?~Ae(lb9;u%x8El-q(VVe)H?AYB#{jXJvZ2-vpvqTrxT(J&AUmPwu(G z@?74O@98q@zzT?!VdsvT-Ot@pJXuI1%>&_?PlJ*!E&pZzeT?Kd>?-#=Xu#(P zZwrfF=8lO2*)0Xtw6|L5Lwyi;eUl7m-DjEoYM>41EZ=~k(s>mSTj#p=Y3C(q;Ex20o56s-RNP2asSnG(j)S5z|`Yka{igzQu0LQJnC?-9gAqv@w7S9kKIIEh#vhoqv zFZ-8uX%Bgp;~8j^4(8?%48*JxznJF#Gw?sXUjFI+aq_q=nprA^$y0KsYdgEXNMhvY zxr?K!?#g52Y4b|Iyg+Qdy{SZfllTKYMt}0CS*?`*MU2cMcsOcYs}3V8kMjzvGk?a+ ztLfTCeM5x{82zz2ealayJQx{&B22eGD%skEwa=;0#BtpntXyvL`li6yjhOyMsE_GR3jiuUVAaGC*I8!K;nVXtzjX?d{_X>+yG}#ONKv!uJGv z^I>Fsd-owul}QPG$g!Ke@JZbP<? zq8~{E2sbU>=`W6+k2SA9xYYonG%sD@qi{lP*Zt4$OVflGyoFmiTh$PfX-$_pY6wPS zC0X3z;pjMR&{Eq+rm#r0;%N_g7&1-TTzK1s8*WvP?wyb#M{Z7sHC&(>&e4kqsy`n@ za@L3;De5_ds!wL_eZmO*wq1u!C>Y_9)rM?=hXe8{zRJc|DjMPDhkeTGo*&S#!sjTj z)6y{J5L9v}Q=A~)znT}N;)4g4Q0arX0nKsphxSOzPLC>CS_|^Zb_r(qX&|1>QQ3ko zj6s4vggAq0Hvj7n$UUbufpy&XA}yu^k#_dd{Wc!l5T(RrK)Z?z1qX*Ziqx_5b3Q6~e~Q1j+ru%)D z6|Pu7DFb~?EN`hxf8W3B`I<2&CiEctfU)e>+5L00{{8!x?`Z*Vkoy~TN=>x5^q?MP zr3o-`zp2@{Gzy`NV`J|WO<^EJYx9zl5VXJk8WYPdE{I7qWFBKBLG5&&r{A?ULFI|E zd=uJ1#LnP7kg?`Duv@8bj#XrYm*<;xkKCXKMn>MgqD>#=dm0V2dY}==cn30=9D9&v z>Z^W@n^I77inxS5LF~8r+fT-yH7KSFR?W@HMkMwqkD2^cv6(82ZRc35zeI_@4@{Y zElin}qv)2$`G;;4nzMPF}Dcq~usB=tm5%S)?d4~mA186Ke5oDt@ zgdPp6?sxkn4F{VR)A|~r-}diU^Z9=b|EJfVKixm`kg^A)H}x?43+mPC+?Pr=VdQ7~ z{r#?6ZNbRuV`LnwU5qiZKiR|3JHFWSmEAP{k#W`cFnZ4_o6t`REf{%?vUv#C4LXdR z<}@*RU|R!5zQcChAmT1|zlc8{5|gQg#lErkAk*6DsRx>v{zF^d-Inmf+NZSVRYrFU zR=(r2Ncr(gti6X;9`2W%txxmUA6>#_ zZsHic-7`Cy0eb_O?3nR9qv=CE6DRmz zg1OMhp~*@n=;C82+qR4mgknA^9ltvuziw>UQ&Y7W9(dDRSWEVylN(q+Rf)(#F14HF z8Bb}HG;Om#eyJV|ZPT^&PH{vUGt}jG8@1t!?^Kt|q#oLOqoyn*(E?OVO}N~dl8`mz zc66H?fp;h8&PCq-=tXDf7YlzLpzU13+0e5X4Tn>Xm{vEzajLY*jN3zqnB54T>OKd# zVKoNx3?_(gD@oC*po0(wy6q3AKFU9*dr=dr-Uv0r4_t@SKBCTd^FG_>b*zckvb zro`v4cI4E$O-C5vw8+VLTWp#3}=B zYZFiCdi=hBsvlWa89ma6o-KOr>pR_1x4umF2$>$_dfGm|`N9D4o_YO|rqL26DAwmY zo=-wgM+{`sC#)f}C1RQ`B@TVQ8^UyZH7{_HZbg2R8-n)yLE`A1OZrlPqnF+@`zOUCz=BBX7I< z!1A>d_WSxDgpxc~eT6+=p*dC-$-VzR2479l>4UH{+Ty zdI<$HEn*?;=Pmg2rg(6j#f>7Yy?dzhtm%fZpObp6C(V{EHNlMcmc6tv;tf{5tf6n# zx(;jal?YGwncLXwGu4UigW?yM{)3#_=e^Rf&-09L@%pS0*@V$sz9_!5oDX|Ggm3TZ z+8rcBY_oUJiif7TGQ-hyXee2Cfg>1*j$cj;wnvl${e6t5wt|!FnFIHi$Dl7w!e2_( zxj{usbNI{RR1`juVlJgC1&iF$4y>(aLr;mMEtd4W2dmC=>^%yzpIi65*;Bh?5O`lL z77BPT03KTd9S80SfWufB!wdyE(hpMGGWxL%6h6Po_SYr`-NVa1ta@z#x9K#EDcE)X zKVRR>Q=~}>>71aP*4#nW<=1~7iZ_4XUg6hUVRipimg8-N-ycIx)wb-4mNP6{X7YAs({>pA7$PUejS94GGTY~R1`JU3{(I|WytB5PZ?DyAE9`3PpPeD2i zx}@>plAyCa?IkG@E85w&S-QvaJ+PTMauo@X!`0M?eU}#x0@GXN>Vk{>z?>UV);Plt zc0RV5$|a=eG4}y|CYLtwu2g;<Y8HRGvJb{mR}QB(E|at~E(Rnqysx zVf~UIxJJ1*l!FavwkhW_6;$LIAdI zynXHfkR!6L;MCPL?_o`Xmqu6{F&OEuVE=gD0M^|Q&muAZ{rqTOFYvUn)fwW;6cX05 zhNDmU_a41>a0KD1^uxa!z@cyOVbQ}GfxII#%@FVP)@@jD^lYasxZqKN_VI|N`e zBDOS5AVboW8ycEVwShegv8!ks5nS0OurspQ0D9M7H`(o~{oDEPM^f^!!r29k8v|6| z@7;zx&h1Ov&E^Da##`UVusERcTTF4SYb-%Ae@D0Z@hIe0)>{>p?FI&h@w&nayHR*> z1c`#9B*?D&z%KH98S1x_*}ty-Jt%J;H0$3?0g|NVj@p)kpiqC4sjN`|0+$V}RzE8M z`D*s%C)CK%nk9k^LM?6ZOz>d1wJ-&LzGVRGRrd)S^Z!17d5aw{D|~Q(R(>4@ z4b4dOJX&pO#Hh{e^ERR^>2@Bd^nAZyVyZc~N$Fmk$csfMlTU{b$GSjGxnHMUK{{%? z)u>VEDFw^JE~l-(#EbSaY~&yjZG(WEm!2kNbRfC(kU`q&0Vwu~<_lUS3N_dLj}UkA z!Nqe`Z5h(kh~?%|ip{*Ouzrw!=|)}(U~b%Ugn6?bNJ|KcUQ##sZT|4r>pxBY)9cTl z?%#u0J2SQ0*zen2yt(k!fhl{;{-b5x-5a@M*!|c;iY;sOZehPa_)t(ut>S0w^DPnm zVl=TfZJ7Q$DyTR!_y;hu+eR=L(#8Hh74MO2Z&w^|#pt`7`nPrN#_qrH=ZhNa$m-!7 zXAGW`c&g~kTCDwH(NijEZP>p@F?k%74Hsaa%k4AWt{7;G{rv5auTUdD@q5g8Ugk$d zcAUf7>-7BjkvHDh{hS_m*(qVb`p4sJl~~)4wRgJimCDAGu8_>&@3+x&JGv@<{MEUY z&Opy&Bzw)-2~p&3zczE%8ho}BRj)j=16lSx+Pb0C9SpLfidGw^qj<`|+VcIAC8pn`Vo^BO&Id^NAr4%<|4>^OEk(YPZDl_-^abMpDzsXGyqSG1|Fl?!NA+8;T!DGeoM>kqRyO97{{hFpgU zC%S!qk&i?fSDu}MFa~if9gw?lY+7)7iAim`}c?pdmoajueJ7vBIJ>E2` z(0->4_C$0M&6tsb=$K?%e(Dx5@$!1pWVYqE*IOj1Xm)b53p{VVOQ*)X4NYopmXUon zyB~PAdE5E7_Gr{@OBBiUR$!{LG#QMJL1#2CtF<`00r6s`r*sm#(e#jh%KkVh2nCzb zW5A9g^gJ!_x)42t#c`g-wg~`bltJgi$(Ec$)`je zUBFFKq5WlyJ7P*wrk0|xfsyM?q8!r+sBp>6%y(_>a4>)UNfOn)DE+|tN;V-W;3IC$ z*yp?)ji%|lj(=$fnZ-iUN4u!OeJD=6Eoca;lO~tf+*}KjnO^UgHVMFGx$aTcMhbMX z?J1l3#CuqA?sn$7GvpBVuprho)ey+IWtC=}em_6)*RwxO{?qH_pYC52M zCA~}E#fz=C8A6Mv#2sxg^|CUHPGyaeJ4R0L-L7zF0Q>yyHkbWR);;UM=$Ut~k>FAq z#>mM=k-AL>vA<6hYq|ZXb3{8v-*neLIWFE1Bje8(4quk%H2bmpk=H|?oK`ZD% z&=0Ybu6kf=?E!fwJr7aJWguch?iZr0p^$KEV08m)9+DQ;3?>g&1~1v`?gk);?78A) z8&rlNwyXGYM;tS77fG$v_MCxQ&9smEc1gmUz|V*G&aU^Dxrv1XTba?OhAfXFt|6#j zy#I{U4thA^NK3ZG#2#7=hpKHdwj#k$9i1ZQHn4R&uX!cmDaOxv`~Tm5%i{> zOO6+2tUdbc=QZI>fo2o;wZNFEba#cwF~a>s;l;ymC&dFPT@BN{> z?g`8JZeKKdfoxai4R;Wb%6MK9n2v5&yH-(#hd>}1|EC*|bI@b84kg+fN+7AcZ1?qR z{AlHcmC1~?L!iWETU{E>1f*PU&$r}EgW`&gIQj$$i2GDxwR`sdR3UODpV&ht#BMWi z+U(dML~U5gWbla=4qFu7*Ew$o8nHVPL*81Tb?<4Bpm<| z+ZZVi*7%{_)9O#8Ke>bI(&}*^q72lOV3>bnECeJI{BNGD&qYaT4nxEt%8;;C*?s7p zAQHR78{OtS3{pO1hx$}mfLZQF#mPN0;Mt_OMM**mJd$^P{G2TXONqNqha@ngLys$h zqvVDl(lF<()9mk6ecH0LzChI;xC-cR-Rjs%7|&l!2p`{?%q78raObYAb9`MKGBQzh zdm|A5m7%d*A>n>V{FK1<16&@E7!;Sc{6jio+j4AQ+v^aJU}U$uk(G3`gdjg2qY9g|iY8bS2!?&bTGsD$LjoWq9Gw`-qcFLGZ5>Amb`Zl&p!Lz9=5mJTB zNdIj2vGLA9=*v>KCb~rjESd@Rc`NK;My zk2WTkPHz%Kdi0k&x|xQ-wdi@hn*%fKIBZkKDmpX!cj-qH-X}$)_Q(?JOxGTdoT5yZGf#D&u6+XNI;nI z=>CY)97wuSxM*+Q0FZg}-k}g?0a;fIjSDU|;68Ehvvsx2Z}azy>HI$j|8K89zZ=j$ z-9O5e;l3Z_12A=&vq&ZW39Uay-s@{Q)A|^@zj=K-wlp*|7^9ciS)CvNN*LL(sN@aH z+d+)1F!_c`a(oIS2dNixa$d%smoVzLZZ4U|o{yZ(UcwOj+!lk!=TD9(C|OrA8!)?POA93Pz+?0&3v1Ic)q^fU&q zYwpcI5QMdN()EpcPcYWMlFyY7yI$I1@OmRFFA$3a1IeXT@9E(p}DHE zRp)RZ(xgu1503GI)YXqp22<`u7q#7+o_`Jl$BGonX@x@MYw#RtUQq!rdrH;EiL24; zSo%}9c8s=-gD;2Tp1YSv~-fEU`0J0x~yHB zhhaonKf5w_mh!RlM$0IL%DCu=|1APWuYOD3-a;Y;DfVcz43=;FmI>N>>%V9@qR zcFE^JHaC@f9@pgAS(mFsY!I~8SfqgX% z*M$91qZs?@>H-hg#Zvlie{u$rvaH!mVGugI|EcBLou7wHaxQk*F-F6kKwA${Z~s4TU0Sv}^=e5UYJ5+YPfJ z2=3ToG{(ySO}G2i!qV&kMkP`%Zm|08dLq5{@rykd0)dr>%JrE_JQCV7;Wua+0EIa@ z2eLW+(TB>j^}Mm}a3^fjrG3HaD0ZOMwBTR}oM?gQ>n^#dp)FBwEKV61N_aNb=Lw>I z$~4(lr(rm7vOkx5h8gONPickiodKbDnH<%_l8|&M>QdP@X{dJ^+pjjpg7jZ}Vp}aW z1RkRFd8yP4kSsg&RyV;OWJXH)u15a8fBoolam-XO_>dj!GS5y$(_1zuNty(~*d{gB zKB6$RGIEHT^r;tY*&%dgvOgP<8ReHLYR_V{Xa zOLVV3v&IOB9S!BGt!9J8X%1gVb`UA-D0XA-yCe&fB;s)?MKaJC)4jOdj00`cxpL8c z*)WhV60iOEmZ^YVzv2LW@=JZ}C~L1IGrGz->VnF{RZhh;^JuRa1U@N3Bp{ew{-}}3w^ZUyIxYeQ6p_S_g zN#vXd#EPPkPNT=-p|ield>2yf@TTgMHzBs^`V&fIZ0ez)0bx&_KAA-L+4J zD;v44;dx&AQUMw%(_ig-!;304)OPin_5v@*RwI%yT3F<+^&oBH69mMJ?}}0v26f`x zmPN-!K|1pCTV82eM3tt!eKN5JylyKAcqCK6nxeFHFn_9;JD zWVq>2n`{j773^yNH0=v_7xP`{Deyt!+hhzZ8hqgfjTwWPP$r6XC$HT1HW1uxo{ckk?pdWl2fkSp{W{uX(5P@El!$2^a1SRB z^-zn!^VIf};qG+E(Pw&>XHO6G-+j8rWi=(d;t6R{xnKcyNt=7`a{a!4>W#EZS#A7* za{#Wa_J~D-mElJq%MTt5__WY)`XO&&O>*7SzR-3dFT++h6Ri_hyMCoM2)f493b)zi zA%RV!i@ZA(phw7x$DWlBSxN1Xz4*Qt{Kf;`@lVsii*X{`d*-wJk$-A>owp90bT>#E zc!sZ>$jiXSQ8&O#MS{$wlG>i{i z6$Y}F00Bv2Mnt(c!aF~t3y$Y=CRyyK1qim}82w@bYj!Lb`5gHB{>`t`f9mU>UVr{{ z|H8THf z&iE15J}Hm;xyi9ux!^)^gyL!Jelx<&@NU>?ti982%;)k&dNJ3_EG})7y7&nr8=Bvg ziYUX{n-cHw$=Vy4<4xIZ>A^ew(cXg4F#%FL+j=`b}O= zT%`SQi{~OYUlAk7F*I&X;h6xQ+Q(x|v0~5`XL<6XtvGyOYjBUPVnj=7t&&J7J^}>= zuRitgVqo{>t1}qi3X)k*ZV22mMLVN!SDqI3hhPr1&dvinP@p!i%0!bd@JVT>uqFAS znnadEDOb>Yn-Fxuu}xm8z!`Te8gbm@pS2$Mtan46aOv|3;8RW>r_{E{MBs|ZVX^truRDS*z& z3RSklM>wWsI3AQk4-F%VG6Gd&kSU})bTLE(jBdUUR%8$Zxjb{CnH)N_T+wM$ll=!^ zFO~eFBSrC_uaiOn-~>B zdLLhlZ+hPctvp-V9PTiI+lp-W@^|AvmHMXB!cqbT8M%oC86-ex^l~QcO%^0JcqPub zrxyfvzu6-!M+bUERAeu%Yz48C=^x|yEPk6m{PpZllmGO3`KSB$YEkE|WqxXQ& zNSPG2-e>8btUu6zt-n(oTskh5*w1f9*og{yE@M9r5o#jkHZAGL)XOEq51ZXyPhjK> zC$6gw{||dt0#|d>{o85LzDIj$mxz)(Q(8%zXkWDNi#92(QXy?BBuXMmrJZQeLY9b1 zXwibQq@&H;sHx<^7ws5q3jTB~`+uhN0*rcw#NF;iF=LKh!;88}j zyzdb~24BcNpsp`-n&6@Do+%W)<1XhhpZjZ3G=+%J(H)HF{2}RTY>~_}QxqRt-q+Xd zu4P6UK-$}K)6tGjAZSH#$%RQ{_&$Bx^p>0YpkjA&#K{We`_#`?>R*WU0W1O4k|xOa z54K84pR;$41Oa6Gu56|jhnHo{N)8Fpfq_)k!9y8MaA$)Euxc9vfiJ8jGGx18z^y0e z)cKjZP(Z=Vll>cK04$n5ud>jOoFSYLl8mmIJfG+#~UisgC ze%p0Q*Ic?uAD+>)t!H@e0InER-&Q9#hA(D)%AI%XfzysmhqjvSfG?%mXzFXdL7D57 z*}y<+m}}k^te6%7j5jM=`>Kk;E-uZhMTWE>c{r(mhO-G0o2(lrZ5#!LwfFRjPQHN5 z^2OQy?8yBdq*DWw6iEH=Ud=BXI)(_`P&D&p_7S{nbL9RdyAOcllI{cT6Dp91B_*W# zHUz^jGTWk|A-p7$aXg0B1<1r~BT?I60=LBt+%Gw405~r%_sB`w0Yk-JmGegX0G(4t z%bxpLLEZB^KTJ4A0AX`>v7Y4;knW2Xk7Nx!5ZK(%l$+iJ`TS0aw(E_9iH}Mv>jb*s z>>IzkO)gBZ@`UHAN?R6asLiAGA#oh>OmJPU-HFFAoaqJ0`lCZ&d0uyx!?-HkBDlQr z!q*eumiV{kvusdywcukO+7La$;H zNriKJLD~ANY?ag2uzO=Gi|(dF0PsDRJjw8Nd}}^GaFPyWp8Krj@7o0XKL~ZhJ7Zv# z^oOnOJYA3kl4d-VWP-z6Guc=aSmA5seyxb-6A0_iE=?TA#tLaUngMeV$Jq7PZ zRoFvSTrW7Fuw?s1Pi%I2JG=u5(eCg(aLWpG@vb00`g|8;FcssLa^4L*!|xrsEx8?5 z556{d)$avH+f@#33^9h{d4Vz;9)|#e=%@sCB_SAI<>$Lbffo3@u5mYTcm#86yoo#x zBF{^#ZLnng+zu~MG!)*R<$!`5NA>b0nBmk)dXG2frx1-FHS-xd;jgL|L*bUckiEg_5;c-2z^w3K|{(-r9y3tq8)QDjK;jx zLD3bh{W*C?=;ud-9Os{eI->Un6J+>DztMS&!dsnNhU8YFyb$ z`$s4`(j>R_Rhcr1#vTBd4Tdk8+(65#p5z?)#1}2^z;O26N`oD!`uh@&y76zcM$va1 z+-wW=#ZdHzH=7iCo}=ZJbQp4@qI-ej6T}`R&J|%n(Z{ZDBhT$e%e%=`;~CQ~w7fcw zMeH8xM)2g5Te*WyZosu7yQrnr6zK)m>T5h2Pix{hWmYx zzh4<7a%Qhv6nOICG_MQ)8tC7_nUHah0U&0++=&}(hQSwR0*0?of^kmX>6z`_kZ4C@ zeHarfEP8Rf-^h&(R;#duHjPdp8m_i-?JI18ItHpmlNK(!cDStK$mz4}>3?K5dMAzvLL1KBqCTT1~lXo2@RCswxRv*0CR?v4`nQ ztJ*>dL`rhn?xR4PU2f`5j3~Uy2wnuNqy;WAO5_3;n;_MB%N6%aCxKqyC!->*E=cZf zeW=}r71otmnZ1^0h0`8k#U7a-5wZMPD#>P#p%@XLW5b7G;I;9^C$kt8m`<$dxo+#y z=Ucsop(`a)RcCb;?h5TDaY7FceQqm4K}jwnc8R?-sp7~an~P3NgG1ZXQxS9eXTK%0X} zgS5Msp6^^{Kej2q-UvR>xfQWP)C)LH8K(^}nZstrfUGVu3qZTWOsMejE;!kjXA~0_ z3}nox>zIx^z$au+s_xsy1EU60)6QB6czUnKr$Gc0Xhu*+Q&Y4+xpKk1lq)^~G0szW z>$JKd*LkolPm%+w39)59qGN^1_EY4R$nn!bn7-@Ou_j1le{-TteGG_)C=!;LZG#QH z;)-joZ(VY}gFT=9ZuIXSFMs#`T`{SX?XWgP#k)sGo_V-5px-YhI8}Fm!dn-`f0~z_ zBrJ`7|A+&5T7og{8Wca(Z5`EsdJBq>`N{l&f{X}2~CgVbz5Y?)1Z`_sY zFO4>!zW>Gj`a)VrQ#$5$$zlvqsj6{O-lh<$KUUiY&o_f=YPk_#%1TJ{fcw@Ckuflw z?-8a6fDdX+lu#ERKnzE`U4SB$C6p9)ja60ZkYAMUe4n_$0R(-)}mXe+wgD%Dx4c(Gp5Lsfn6vUW97SAC`VeLPwg3(onjUL`n2r$-PJ9C;&8x`HP)$I+OBO)#6<4*6@HK*Ql6KVwSy5PZQ?1ss zMPSMPVXqpwcaH`FrZE)MW(aG62RcGZW`c51o0j6u)m#~%v|&|=&#)r29wRwBw75QaQyAV- zym+psiFe8Ub5pzZR?QdzH7{#Ku$F3p@{(|~X1dMLpV7);gM=KIdR0t)HbEJtnRx>P zNk?!dOT@9IU@J7Y5Wb(~=m=6R``^{G(n9qW+aB67k0Rb5y1LGUw-B~_RMua&ZU);~ zreP0BCFJW5J;&rS20pB;?1Hx^fZXeV*%_H8M9la>0+H!_m}U5QEw8~tV97<=<9}QP zise>~*ZA=-xqsVN?!V?Pz5$XPxa0idpb=ORQTgbCr7TQl8J=by0^t2I@yCw@koj(; zgoJiUFd)|igjV&+P#*D~^nToa=QXS7g z?wccf-iMXJ>Pp?0Qm?1MwvCE2!W-WLVhRdN#`YVC5yd-`_Pu#9>fY7*_z#akU`7|= z1z$eM8bUN~w~uwn{lktgzZ?C#$DiN5e@aBrjT$+dQTYdPLXGpx2lVeJWGkjmzg0j# ze_Cf^1jRn~FF{+R<{>D!UMRbm8#Rfzo=ubh(XC?X{S22 z3j!KGI=b!CvhZWKiZI&)ZD3W?zUEw@9CYTOYPfER02jzFn(BPs0!>fkta-K97HEv| z&o<<3hZ8~9tum4C6VaF=^s@IcKm~(`NuP`e0YO}bds$#16pxTD4)1RT2AN5W(w>!2 z!pV2a>GmX;=JTtY^8E-hDAmr=lXoG8S*m7v-sB_W|D!#DmXAQI3Wf6!voL(9s^d1* zvGjOpWTT-PK?k5sYLdp`4ccJrK+#*7R5>`3U%Tzi9$BDc->pdQsRW5rC}*@5ya zrUkteYVf||jHjEaEhu^NHsoY8E!@FP^daQ}=uvG%O7Z+5i0;aZxfCe^OFxa? zPWiC(e0YZF%VzHq1eD(r=|EMc1yV>x#jP%Gg7r>j$DS8#1V>o&0(geDK;s&pl_l}k z;8xncJ8Lvm;Im14Wr-fVBYTDJ7;%pM405kDc31QX>pk zwif9;FI>9)WBdHXi;?o>yCFFi2-K0AYC6f_wU z-(>|_)|-&|@xjY$AAADzhmAbxvpyq#w{&2LtEdY>mL4Y~WKjqy4EF{;-PsJpf}GmA z%0wZfp^}nDiQu1n0DD5lqJQ^z`MdWo%ZQ~lN*AEw*|MXVGq$(oP_(dj>l2Yy^z#X$ z`qUk5Bk1_*G$vEN{5Ty7U%)A*o7z@{qR;u0aYQ_?LeZY(6sFY*=--Ph+Lr3ctX_!X zH~L6foy$Z&U%_%Wf>*Ch;~JIF@{(Sf7Pe+X)1yz{GCSs?-*-ZY9MgO!poVHcC2s`~ z-HDd>2*pchB7l~+b8_Tb-cGc<@4slhtaC=o8-0(OBP;@)Kai{VXymW`?)ep#z>$+o zc1QEYp|%u}WxEpu)zRtXhJ+mOn&7pQ2rnK`W_g-2?h-xpHZ`(4QY#H!3zj>d*B62p z^gNkNKQ3@^V@P(aP{RQObo8lG%zN@K81>rpi{-*q=&BMYn3$E zOu=vbKC&4Y=%`(hvg`((t6ipQZpvg!%XHUwt%yQj-<~bp8{QVwU(s3>j2v z4c>PI-5xDk4GE4OU#_-S3CI5}DI1de%o1T3hlG5HNC}{hO5ST3p9Tf*bvO-gYyplf z>-LX?_JF{!W>v@HGQ>lRK9@@u;^5R>_v%TuT(GquDvl0P!UD-lssvY-?*HQBg86#F zYv4>Lq|mX2K>xwZlYtB?p~1Qn?!jkxK?uA5^ydBaFsmi=m4>l22%dyp#z%x;QbK2^ z)(a&-%$z6LexnI!s6XA@56TMQcfD&7|=AdsjUUj zI+VCXAbJ6t`GuNn%?gCMsTBK>@;JDwE@_q7&0KK4M$qk(@(QSP&(N{>>9Qr;uTk6j zv@bg$AB8srfNf#!aSmbp?;($}%@&O>itx%|kRnq9o` zK>D>;@0Y28@}L#F1(@%Fo9Ao_d(F=wUUBW+9=|ajRy&QI4c%}R6mnL6ZfZ?|Mj4@^ z2Fk7AO7mle?asYmdHi{QDvIlfTB_BiqMk>Q=PaCzmA#V#NOk>qF2oSRv~4FojK_{6 zu%_ETB$ft#_xSU>_ixJ%z9Xyx^0Y;@{&CZPDOA~w(JHB(V^q|!k;L9cEUKJAdMPV?tj6rY@zL_=r` zIf|aY&itod&z|m8^=NsSb2fC5S+k??;=4Zi9)R>H+5zslH`|StS5wuGAYBeEuPP;p zPu_||6rN9yO0nbtT3!zSt@cFKXnEO$KC+tX$D#1kye?51y30}YC>f{hrM@-rpmN^k zU2O`0t~x}-`{haq*O>;qbL9t?V(iHe~+L1B18Y%Qxuh8nQy ze`yu!`vmYm@U2{(SAqy}kaNDkavU-Tbc$y5UjtxOWV%@QSxEm-xanfmQ^0dHt)pC~ z7uYB3Q@t6!fq3{>3igs7gYTczETa$02O`CmT^=0B_dIX+vr-K%15Guzr;RIxp?i_e z_A0N9AdGfhnw2Xj6uEgfoG4>8P}!Pfm}E!`*HP)|@D@vgBL$o!(+?$}{&iUew$%oJ z!I@YeOH0#+EqTwSk6N4U1F+7Y@Y+Z!pvn^ zJY9eyYl`r5dLhE~iR_dVG9R!qQlW^i%Lgr|iu_)L9FX{gEZMtW9$*1kZ`}Ss4}B_W`o!!ufPfR_-G$Ra(9u+Q`_?Ne zIQc*bh4sbZ4~fY0Vd7-TbV>nx$m3-<#?qi)?n5TYHBW$LH@Ua@sU8qYeErrcy6cEw zC20nEhIp8`vbf}IWF81KmJ36;P{Q{k8(#|&EIr>5(mJ8{e1jMar`B0>T3#MhwlYie z@v_76+hIH&uekxk>GivrL+RlL;AeHpMap3P;U?eNFRh@~ zaD`aFnKFd`Oz@A|Z%Ee$@>l^2}ieF8d|E9`fX^Z;r#<(Xmk ztB7?@x}r40aWJMV%9(O|9=Ocs7o1%|4hPnslsHyGgc{fLR*_CX<4hh<-(VdMV`lYpi|xHfA7t zQ;P}NzBZ86#AI&q9K59f@h=|J~!| z@7}+Pa@UGYd(iu1N@nf7v>vWP#kVI9ypsE;m{7D}gOvNFjp*kUL9U#cVu?>s+ZEr6Me?i;i{pL6EDE?yW8r(TzRh66>bxWhAN7#L8r6*W1vdIS1-&^DDES%YD;yaDV4%^@%eg;&lwKx&(c zoG<47^5w=NwM@|RvKXFU#bJq-_u*TkLxhIt-@lx%H~+a@{}F@J00WF_OgVP4fE%!@ z2@=vput6Cm;m(;jbWg0hv^&B@4oV2nuq>f&&@FHCxU1S32P*gDc2!o+FX-CAthehCeX-mE-64BGWTHY7!#aq zxf5v}zz3ZDgtf9sn4z#V>j=E9NU<3Pwt$%$+#7>3F><*j~S0-Wom z8&4H90@38Pdk9_f5k10fbG-ZkMnS8?=5$f64D119)bqQO93Q4|UU}q7q+71Hvkupuw>c5E5w1 zzS1`s$N%#h62bZ!FL;Y2Q`moPA{gNc`$+8+3`;q)PP|%=>;Lr+1m7h+@rF;^NI&d} ziU*I2#xz88C?I`a)Qud|rTc&Pa5Wd99V4Xr97$q)m>_iMHjw}Oq8wkLussnP;1az>RWJ{W; z4hfjjbDYhpB88)=Q3H+ftAL+mhe8xj9+(tVf5*Gk72&A1A;hNWHrSgn(6ue*EaH)F zA<5zGdthKG?M61@M4<5H!lbLS51h_BUq)Y)4L+_*S)Q@22c{e6-c}8@KIiW6Y(uco*c0#^ptoTVAP3U&h}uX3?QAh|`Ic*^h!;!}1gtzzt6SVS!At(u+)YNcOp zXC0-2%q!V#cj!@oh>f8&+KqH@*%;vi?qUwG)rrlUi)bZ$TNxudD#H$v1Zb7c8`4AG zL~G70N@k-%5`@Q~GD*3K7j)&ZWvgmE z4lJA^_?_~CVAC?8#Ellk;DBa({JQt`fby1Z%SwlH2q$+LYdT49C~H>IP}mv|ELO=* z_4H6eo+OgN<*O-CdY<>UU;R|Gd^R9NihOVUZs>Nt4sIZA%F9>Z#|Cd6q>_8X%mgl| za$bmbXF&eWX<~}wnT_D)3D&jjC8fYa@%YfAINW?#eB*Pjp6%X{H=1MrbNM82t2WRn zqdXWo$hXX#Bq_nkhp%7gG`2>@%L1l~(OKJLVECfu8G0&87&{h3JUF`ad_bMy93RaM z2Ka>c-L@56Jb>h~pUnN^EO7HKa>r%o=s=0DMa6+s3OJH?WwVZ;AgJQsZYI-n72NhF zzkAH^0OIEPz@32=&EWoH--j%($`F-(v?S}+dP7FNDl-!0Bv47DF;zYi3D@&R=wNmDGUP!1o>h4I{nnFoaN>kTL%zv6@WoD${DROm z;9*fkTYCEd;=x1LnQ--HAmK>%S-RpHLZpkUdOiDISb2FT#jwd~05#69y~G;^r)@JM z-+J5xGrRqnf(BZ_Aq6$vtuJpPE>2FJ%1+)3^`i5Rs2w>0n4gfAFukRNh@E zvVZ=nKmXJ4zk9s=-TRmBo)-El5FJlPHqlva%}1|)l!WhzyyAy`A4os{g$LX68>n${ ziRZ3_&nEQx$H{BWRr}3+Q1Nk!7}lkChoInb_ROwH<(l;`q_<9xLe5a?;@`sXyY#Vxp&KCktzgewJdle<`(TtnymgH!8!-Jo8 z2hgMCB_QXx(99ExYF}l!M$tx_2dMgM<@`>0`J&~OAw_7*c%t(UYX@L21-T;+AB8cp%zJ7dI4$*(=+MDBsMlg8AIcQel z11dPeIo4c$3-VXnEpw84{oCK~WD}m$eV)bycMW~oL>0*grtaD%GZYd+4{D#)ttOYb-DC11i$#?N&{8a2F-J@h7@efGD9~ z;j$|M#1F}r8MMkGR2~R0ysI>XQQ}P*JyqVIi1F~*_^`Kta=JP6*vD50B81|lifTHj zEdAQanQA4Vbks09IzkLPL~=y34&Xj7I5|m_rjbYsA6ISJOC`A$$3N(w$cDT68Nsmn zW4#&QFDKI%JWEe@A1csHRl`G8wq8hPFs=MC^?nd}{>#gzy zPOPa}Yab1OaLFA>A@%Q;>>sxBS8hJ{K>9yVmb9`AA7HnCexNXy2>JV&&jqQSf8GBj z-?0}QZ83!W%1VA^T7Ce!QnB{Z*u%-8gu=25sW|>$d^}}^Kd}*PyRoZ&X5C-!|G}ry zSANc7fPG^-bvRYHfk91DFu5Nw@|?+H-ksoFqiY90Ti-U*Yd#IE98akU@+ATb**zt3@8uBXIoF+IVho{i zekFs)V{gDQJ5|^7YUGfjFIhuu!5X;(cTL;Zs9;kl#|3RlsW>h)y(0i;S5BWhFh*PYsa!{r~*^ zPy@ev{Q2Gcm!82=vRNLT&+ypZ+*$f%c0s@2_9SNI`EK<34YqTv;y(2{HrD`^-_&Sc zIrNUw4n_CH*)h^_C7{}ObLhI-w96317r((7)@#s@;$yd8A5>R+$Orv=@7~8k4taGV zRQ+%GsoD8@eYXb)BI#)sCJnK;H%(r*jnKhN;lQAr#cfW1l6$sc0QchU#J3?{Jn4qfcbWkTl?cvm%1X`kd z8xpt5Bl1d99Hh4)&$ngdXU&lJ1AN(iS!?wNz*9Bel*!j`5z9$*iAR#z;O)xX<|%V= zU@>yMisupm>?=P+tJaRYKjJvA?ewuBDtMFRNCtzL2#$QmpG#|;y=nkIn{`Ww?DGZH z`;$&JUvz{!a#FL!N;1I;_IiT$&Bp+bWWnqno{b1ikF7WM@fbnN$?oHx1%6;+o5qC< z@jkGM(Bn?Woi3dDeqIkh`#D1LAUuzT8HSJD5jWT72bWX!1nmz+<^uzLN~)2#&leWU zhwr;?Zrl-Q1nKK6M6aa#gHD;tC%V(@p?SQ-yQ@cV^I@mDVw#dGMzC8-@3o@l-oHE_ z-tNM6jaY{TGH?dnbs850D^(e&?hg{eX<}z;D<|CblH%||@s7`QuzHj6&|10mIQDZ~ zWzHXW*AU)37uIFH-w)jEQH!-^bATCye3u)v&jLY-o}TrS31D{X&5MJ+$b5flr!X-Y z^7kyPn8sGq_=21}Z|ZVn-+*G0Fa8ldy-T*=OHp^7i|hh$ub?-*-)$xEJmdPc!`lep zvm5Vp+f8xv9qz(-S5hHnxP}){dgcP0{*9f^cd&6chR+XtKCX5t2n>~O-UIiz!?OWL zglbL~fF?H--#uRb?)@t%U?3UTiGE(wMja;{Pep=?ci4V;#7NH0Y9spnVr+iO%fZVk z$oMs1K9u|A;_@K}6z%#^w{1c*2{mr@Un}L09YW*v39J}uqX$s@`F7?%i4)8T!+Z@GbXt4DH@VINpC8>U%9-o5DjqWpj| zUS;elm_6JTQ{Y{LU>2CXt!E$$yY^f#ssCUE+>CYIOlJ_VGohs^=(Y!r92vYsktqaP zaOg_!xLm&@4u4*+^PfanYn%wf@52Tm@61ByODH|h^RYiA6-mbnw%>r&ZRJG6WQP{T zW7l6QP2Oj!J6*949)1`8`gsYi-_l(^-myl57Vg+UPNJUA4YDTJA70+}5|CJHH>s~_ zTU7tY6RIuutbGQm0e8&NmKwywyE~PfZ)M=~_j#&^Ru}d;rB?DCmd7$0uCRbzi90H8PT#?h(^lrHMsg}UEijSFBX+= zFd5V~veW^u&>8Q{2d5BwX5w!?4wZ#!VV@$~Jx#zipDe#jF$EZ~`$=(YmM_lrS8`O} zO?TIZvgB%;1rV+{d_Ir&pWakGfE8NLN))1V7PW8dod)-aW%=;@fdV69>*Zmr35v^u>VX}DsSIHx?N9*iU(8JrO!#`e)h`BlDO-m>X z!v_+FJVlKFqYKrhuw3N%Q1UnIKHB2?e_7ek`P?Q==)U=Ra@$#4|Nm8g4}5!2BXYQH_Yd6%~F^QwBarIVs`NX8_)&SsiLSz8M;+KXmWEf$Lu*OcW9#30lxh@M?wE zdS@K_Y381a$RNA}wX*gJ#~nVmsQoVc>DZlNxd|B@nfK{#iHAPn_2mj$Q^-S@zKER& z7(wLp`bSEcwF7!jimL+xcNXoRaNjL`A&Tc<*AP{Gm}DKoomKO(d7cymFHWu6>8AtQ z%n@OoZV1>|cA?b8(FaHV9rd#%*G$x4x=aM^5qDc0{ubW6+1iENsH@|!T?A(RwO5dRO8@rr^L#{&T z{l1I&p>bD1oRY*-)VR?W9q{0%MV}`VwU6QRsvfxo$H5npQGEh4jRpDMcb_K{cHc(v zBb8j+ZcC!`EiZ~s1uv6dqptr=UUdG2O>Ys~>G6aOEpMTi+sC|*8&U1w&9oK`i^rB1 z-JWRlnCn!*HWVJaefE3<_pax3FwOl+%_Rzc&?f4j66n_lXibP5-^wnYkD1Ac z37cN3{0!W9OIF0iHXXtRpGO&I@}$dyWzT9Jt>60^sIHf_+InR1d|+3Qc4wmb8vrkj z=I!NtiFj(^em5pc7WST^zQ20d40HzW@nuBj2W8?72YdpYaO9)P?_MEEwjGA-gzW3 z+~5IC_pSshJn93Rpui!)vc>g(&u^drq52F|5jPVKPSzmKDmn={Uy+3cJTDLo*Ng#m z#>scK>HuD=B{>i-=84n4vW`}(H{x1wJAd6ktt4*$e|0|UJ{4AZz2gQ{A1#|%PH`Ag zyu9T+x`7r7u9wpYPUZ&rV=^pTyAs=Yugu%mn@2ruflns0YTk^%UCOF5PK8U z71k(hf+lf!%4Q*^fX=1sf>}kQ{qX@gIN=3~bp3XNWOrJ&mhMgPXe;6J z4sv&#{+%g|TC+=U2kd@UN}l4j7l)q{VUT=j(_^@w^nG4)ZPB9r<1r^mm!7=|l}rzn z$bf`J@wguT&no%dk$xi z@@=?Zkvk29Z8oT1fn-1}iCr*y&oodw@NU%3esIzG8@s(ruj)A6Sw*1SKH+5~w%bA4 z(>4$Aw|nB&sCp=ld?MLJVhwt%Fc&e3IL(Or{BWs$ z(fVx2=+V26;C_MO2l-hNFp=_hHbHJ0tlQ{Uc&7EkFZVB3ZQoGuQ(>5J>Bj4d4s~#) z5%H-`KpFbqEsG2x{m=Vhqr>F`@T|HQsNe%apVO0Ji#KBifosT~654(l&pi>c(KAb2#HXoa2x_jpC z)Zj;yd^UcB)j`#0`WqgdPc23V#wc&R=`V=7zT<`!lQeqh^NO+SUzD3pr( z;vfQ5C{?tHZU3=glpemxK|sK%De9X4jvIbVq)INK-h#t#O$?!0$MzBI_ewqGnMVw6 zjJWKtTR#qbJHzjI5B>W7h@zee$}J2+uwi&Ij&;8p_-Gj?tj)9q5*zu_RpPndzvAI# zOdiM!MH5#mKj>1yk#D{q|KHD7yL+Mny*`1Amut==qL+c>m~Go5GN%Eou4b5>{`Gt~ zBa~iaMqdOH1niNxF}NMXb`7eU0cDupL#Ri&1vg&)yYpd^ys+WGnMvTfDfE8DG$HuJ zySMFL>J*SU$e*%~?fozNSKZkht?X7|$Qx=aDBPnC;*FGjzpyAn&5^-g{}s6Xo8gHv zE%xSyOuI9gbIBC`a{JA$s_d)D90Eb9mOZw5!-&f+^_O(>iJ-=Df5xPlU*GTQ;&9q& z_j-QlyVK+0lN}0x>#4V7c&0j(Iw=q{l$nSlzl42m)eQ?FDAFcEVf1AO4*&n_m;WpE ze)o9!yZ0|LaCF^}FZ%sno%UD7D_^1MU-e@PWlE!`7RdQ??oWlp?2UFg`n=-#^7&7B zb3iYBhYN+DFJI_0GoYa%%;ghmoQf8#JDkFeroYwu`Fx;RPKAuCSR8fz7C-LojMSsYwj$=&<8S#zyALMI8Q_SqJX80%4S=xQ z{AgXL01P24QF-~&6s4E>>xF7Rd-mZ18{CVKf9^vjjl-YE{jYpBKJrpG)$a!z4j%HJ zKG5^a@pJ6m&2X(SdRWUgNc+)68u?zxc|i+CLHMr0i%Y=Q3`f76is{9U%&aiNF1z*O zJt-VMw%*N~Ur26ke+RVrLWVOHe*JxxFZLvwvC+iPt*(AHs*eSH+AMJUp^Xr1Vn{mv z>7*sj^+&QCCxiAP&;Q+Ra3S&4zu!NW>i-YqJdSSGpoe!)O)?<{*Dvb-u?%j6x7M@4 zw0%}Psa$dQ8)NH#sdVD=36A&s20$V)o&SBoUtbT@6Ez~VXk~=tFY{~b1mr-67@6>c zRsk5gGWBiSBi!+Qc3+CPvolcuCi>Fq_j2Oq10EKAPX$uh;NV(BVkubMzkbzT*m#!e{f!X@ z@4%|`6|0QQ`hK~8WI45_6_QNQvUQDgB<*Iv8ZfY5u|NPGE6G$Tbi(c5Y^LP~B1>-g zuGCAgWc6Ra9);b%-<@9S`1_L&V0y@Z`hL5J)1}dV2m zn*yFFpr4Om*ZgwE{N3;|4y^c#jl!nU@i~J#Uxnb&8!UOz{BJcErq2LdgQ7d=_rphc zZ8HT0S7XV8uCGjOA3`C7K93oH``GgSJpHh4{}!fYbdV=*R*RNv@pw6LX;rH669{Q2 zSB{zKdSmHyiUkLyE{_$3S^RdmhXkjmV@)o+J#r03O zeN~%Z5rh?EvGApus3omNFWWf&!PDu(dj61P@M~NQ} zo_}}1&1zC{$gd|roHw-%hmY;A|8Dx;!Hf144HH1;-0(SCd4fgdaehBRl1?WM{SEGa zns(B~!4pOFi+-Mxhi(Dn@`=^qIQ)NifBx6n|J~!y@7_NLb(R*w*XZ}B7W3bWIaN~O z*AZCx4!YL)RcYc|Q9{v3Y1_EgP(Dy|3Z$L~+sf#BNW#Q?{0e5{Ay(X7BIA!S6dy zag|9^5+2TsJ-K6K7Y_gDHTTybOV*VS52(_?Rz{WCm064D!_Sv-T5X ze?D-{Lqo(xn*mneUUuZT_Qpl^{mSL?i`0DxcxHJ&;r?SDICw4D{0LhGu`kO7lsZg74bxa z|NZ{`HD3PrZRK~5m%n@e>Z6`e&Rj!3?^w*!EE;w^V-i817l(}>)1_M$SRt`szJQJY zMlT%yvH4YZ*fUx!(C>R;^RemVw+Moi(uMci8VO(2R$VQLB`>x--&*~5{ChgUnhSA@ z8unc%&I>#tjx(Qme$eGK^?Cq4Z(Ls9^6B!T>)jn536tH2d*PLHwo=iZtyul~cl6+& z-KO^5MANH7D`3P6`A@rv#c=e0H-D82?b!x!T8`C|)h&Bb{r}b4NM5dWy7MvvBock+ z*}hf=N4`MsrgKrrjezmqeXb9i^8e%VEw#Uk`M*HHA=)#a8$eX6Q&c3!;{Lx>dH(A9 zDi79n7vCa>MkZODnl=15_H&mp-fhj_2w18+!a25H`N!F>E@gw<^6)7TH&RoMxJQKB zzm>j}PE0q!>JVZ6G(`MAu77{EKm6U=TWtLOYW(@rzyGWTE=_zefr1O4N8BZIT{cS{ z{rd|4Kk2aZq5nTkQzB64!iK&6glwP=vH*VOs3~tR0rz4l)!I5wJzJ_hh zTefkOUHHe%w~Nh3RU({XE8jf;xdta?5?FffgDJQ19ZSN>3wr5hMg%VDYskSjoZ|_&H z|4+lGD{u@?tI)vvVTBod@e){e|MlK*zV$8Nc9{kuL#d~`A@1)@{c4N;yD6THET@D4 z1l^h|TLqUaUn-v{ALGOwv zx`O&$Jsmw<#g*H_V!!zFT5SDb(;Dx^DV`P5!G{4hcj%M;`tygdueTVj#hyv#XZQ}B z({ALLGXM4c(b(;akMG`I+D8Q?^m#8*uN3*O`zN-1zZ?BmkH5cL{Q2Gc*Q5Dj{l}W+ zf7x@F2cK7!I#4dWzJuTYvGbvY>GNTX8~C?i=Zg#Dzg=%(zLR%Yk9{FIR{yc__@%~I zy6JFQq%v~9vskwg?cSf*?~JdF@5@S@FSWY>I_Mp$MtM3B_x}5P?9Y4`KC)h6%mneucuiFvxj8&q$e+ZKk(1=;YXOidc3k|*HS$WpoQgGyTU_e|NHqs z#hsxbrwdfD>E-E^(-#)sZ~G%%edT$TOloff)KIa(=Y&!s?(@XO>i^aJvFO{Gsl?n+ zPB4>4ewp@?<2N72^&0VPa;TKEb{*w$+~-+;wfz6`8<}64VI-5`^rRY1%K>v?q_Wr_i*gw5LXv3#k*R6CwX6 zP-jsm&|oKwB2!bdwA9l}h+?&~Q&Tf{ayFN8UoUO$X zF2|ld$YvGwkj*Jd>6s&u&fm4X3dMDo{uh5OCLgQzzqnE;xv;oWi`SJz)g{(ZR7!{< z+PM??k1p~bGJVl)HeQ~{FGh1;mMJ+{x_P>}B8%+oRFGOie)-z5uU|-vzJ2I_E4H)y zMw5DZ{i}djO$nA*lb zQt#Ypj#;3KRY3o39ATp9zl|x(LPiYRZB?4Hp5VM$7O)-)$TttfXFpsNJ`18yEZ8@g~nHkfiYj8nuqnD2!>Xuajybz- z)!m_O;o;@xs%!7I*T!ScyyEj#!!a*@yvRHr)5?p0F^!EM%!#%+et;y(oOn!+zls#9 z3f>tLeE2Rl)R!pQ?iC7Wk{MAiZM&4$?{Rb2#RFWdZJ-%Phd1^Bk35^c?*7 z1w3aFFsA3=2Y=@|_yJfJMYf4fdd%@xS;TYjSHijursw=r6->|hsVbPBgTKmG&sl(j z^c?)0dCysZJLfqIaOXT{`&wly3ukQ)8(Rkt2UojA=N$a_1w3aFFsA3=2Y=@|_yJfJ z#q=EfRTl9a{FSh-gXuXxRRz;?eyR$l=ismM)pHi$AUy{^XWnxb;LdptelE+L=h!&g zSb2H4xtcpz&v}jTeB{B2RJd4F(t;VKegMSu7F-}ZIy&Jp#ZX}ePh`S{OQ7I*qY`cf ztoAXzV^KJ!XDkZG^a@-!1JWb#lp?(Wx0Gcr`rzTrc>ykmVa@|wyuY`;z=GDt#G!8G zFfG3T2-E7AAZE11F&RQA^Wm{JCR79k#cOFyFjl*mR{kLr)51T5VpL5^zTG_bBdpYhzjwF9g$u-$NMD7W}?g5M>lR z_WK@)HV9tpeGkQI6VrA-0AgD12S7}_eGgoLwA%MH&79WVt!?LYj=HnP(K#B!iC^P* z0GRql1L)D(Mi=t`NY`i>T77smjRs=1hpFcUVVGK85QeE^G>m#qqyJhl@^(*%Lb)f7 zLQ#-a`1Og)$5bbZPlwhfs*LYP%0!{iYd?5(iNayEhN;ShP?(xr2!*Lg6l#9uZEnTl zt0qy?HI62~11+%fh7WK3t-O6#iq;jLso*;tdX)#SPQOE9wTP+Jg>jgAT^NU{ z+3#>v$XVcf5;<{yN77=f7?^+6Jnh_+{T&K(^$xj!@D;b%>fIa+HOFAi*xy>m#^AHk z90q6gZmt|{fdwr!heWUA{J>WDTg7KB{78KE!jHsfu{k7q^=`fZWwp5i%+_>@4#D*^bUOG z^WK4%H|HIAd2`-@eMkOd@4$y%z&m~j#q_M-hr%V)#vZvzhW1@SN|S`x*5W>E?x+xWxt1fcd!0^G5W?3k43)+E^@E_ zJrt`=OiTU%h-t+i05L82J@D(jItGoj-1jsc*6PYvE6~kZ?0ek&J^r`*{;w!h{*5yl z(U=A9@$mpK?Suw=caM)Q#JVR(*8MIzqhV;Z;~j5kAXa;r_E`{yX`KaOn6^Q~D3O*y zQ!D1?ysv8jU$u+61I5wqJYwbiY=}7uaM+ldooCac=d}4E-XGoU&x6pa!mHDH7*<=D z8eIT{sm}#KnA)5J{cER_qbMN(f&FqvG31B$zcx61-Q+}|&gdwPEK!x;`fbOQs=ULu zFX{x2Qb>lQH1Z#Hf`bW;8Ct%1AjE|M+1K}@J9oGH1J0Qe>Ct%1AjE|M+1K=4IJ>QGc{oxVXI0z@Z$}X%oIUIblIW(qd?}_t zV3~#oG1~~v_5W7N`w3x=tQVXuIJO<`**Z4Cd+^d+{~6`KRb`Zay6Lq1C1WOd_i1># zJO?)rCY|8ZT>S+!Pt%Z+?N| zU_bCafAF|5WY^cBtK1t5x_X}ytQN6^TdqYfD-t|`qyHlgn;r*6=)&$5O51m+cmTZ$ zWyKTg#zA7%Guk79?-Azlsa|pS*dU`62h;9SL12AbSAM9E5c)gI&~Y-);K+A+`v>>F zj~n2CTi;7X2}9tR$JMKDR0O)zMl`SY?nCT(&q31IZ3OwHMtR-3gTNOn(vz27*g&4G z)al}yXK~~cAuKQd#Iy@GDkzea)p&z`n)r!e_i1pLEAVANr&f5Idf5S>G7j)|o* z!Tkb6jJ!L!fkSi2u}bSNKm)N-A(jo-|6{6Rp2}yhhdOyWf<@1bK~k@TKA})0h-z0# zDcTi{P}sjc=*@sJB%{dHRlE}nLJYTTE^D%ck{^SqPbQqi>0iG@Xu%}SPWUdD^pts1`AXY6R6idCIDi)wcoDN`T{H@>`8V#$Mr9Y z2X~$)5p96|R+8&GubTju!@6WT7pp-xkMVfg%|rynS$m4iP-9ppNN)c@F&O0Nt-o=V z$r>tEPquO7oyO_kMv=yp;9a}mP07AOJ6Ru)<-+q(NctnVJXKz|YH)PP_9IK-e4OJ% z0`Hdw5YA?igE#ygrVM}tPSO@>>Qd9;$n#=GVa*|g7!=SZ3luQY27Z%zTJ6&h!Sa!r zJ=ezb5V~LdQr1B-s6_gwW1eA;jh-Ar8f+Wc~XHasGoIya*OV!@2b?V3Y>N}@)-CJK-*MG*Yr{9^U zXL{c5HSf$I*TcX(g;cS4s)(ab<9#ixyj#z1=_G(wht1@$I7f+S|Cqr#w!U4x-O?lF ziNrk@YMg%Z!ObVX{>c}2f28yq_5H`}$eBJ^-Q*nF=E%OdBF(_eii~P(1=Q>TS z{I7O#^>IzU_CF^ri^b0lT_;FB_XEp!DWf^)X%Q`0gtYPOA3TZPNoCu-iN^!MxvP&T zfBxL_K5-}Hxvo|q1XrZT(mao8Aj0@>e~dAuD7v$J($e1#gJj4#&OW;jX>zSs4iLMb z!nhqE;4UKO`3knA)w`$@MSh=+)T`l0+1<{Mr| zK*k0IbQpZ|&>^5j#WRZAd*8Pds`~CH8)ae0lwVc( zw+Z6Nbyj!dTSL#ymlbuGX7}{Z?zsP-mNq6f+ClgN)f>gDhttVY-$ZR=Q_Du_n(4(>;1z?qH@Gyk_8+3d(Xs zZcutuUQrw5?MM&b@86pbtEr3gf3&yyqfmUK?yB9j<0$f=#0%ADzmW#@pU^npz4oP_w9moYJO_NqU_NE5hT2M2 zvNZ4t(XqxOmlGV^F`apHUqdF;z;m3j+a2SCf*+hHZkE%6MBnKrse*g+O=A6;@6kST zkkI;4$JNRV1vF@nu1>BaMw*pLvnT&~yd3knQT@^57~DVKcl|vXCkp#6d&5HI7kXtC zdBO7d<{tl;uum|3`$P!#FNFWFl~+N{5Bpsy+)@yxL2ZZ#o?z%%o{?AW{0T$)rjk&a z6=!txOL2#(_G73O;6oopqp|aLw|}()CxTsK7)4h^PDhNf1LHP zwB&dRR-fkSCRMnvIu`ekDRL)9>0D!65ZFUw=`fFt*aKQeA%>)X}aEp0BH zFn-94n#**agq|_B>=I)xzs1B<@eMpOl9S8f=n6C8O(1L zkJ_Tjsgvv%37-IA1E%rop_o1Twt*x@##5Sb?4VkRE|U{-UzqjqJ++K%gDpB7{H8E1 zJ#$6yweKDg4h4b%wBL?hLY;s7#+Pk3k%U3s z#Q|b6G(hqk4_}oFPI1QE$~rEM2CknHmGI#Q8Kw6mm0aPo!8K)P$vt7wJZJ4k$?W%CRf&mr$aEAHE;^B&MSC zyM)syGu(OAKP{mxgh+IVsfa>;Aa=UC_di>Yq7-%_^)NCv@ET&+OxRhzyEj#EbN^XE zIBR~0Eyq)755M!KELxURiZB$$&A|D@8bx2zA8w@AgZ$Is{zaImJ^HaWxm4k`8c<2S zJnksFv;IULuBrE66r z_kb^O51v~!(q=fq4ptJ{p@M~%Q65#@>S47_v^;j>saF#@Vkym8C|lx!(@TK@J&DrD ztcXa@>Zt%!ct13Cwb|?c*>gxhU_uEza+{O`UfQChyVFE(GW9{2?TM+h*WUQfwOvo_ zvy8m%ow`V-e&$v^Pm?*)zyN2-d{kF*LXJMtwkUnsg3ViKi*gL-! zF=y{4D{6u|v26a&bB?HN*oyuA)Dk+C{dDGF)OXC{gWI8P-%H`T5to$Uw9lULiFb8= zY7mf*AKn6)nz2R;{=5Qn>xg^KU7FPPC&HKj%ogf6|-zs2K(9%Ri^_RVQRD!$q* zpK9P9{qr5O4=tm#K`!ytokvgKpw}FwX{JnDsO5*F!DXE-jIgHTHZA^VVD)Bv5S?Vd zhre!$r}UNCUSKLLE~cRUvP+=T9 zPx1qWe3p)|U~#@Ic@obOeysdYw^lWpJ3Tk9h{bOO2wOf3)5FUD)PI{(;+h6{_g9(2AKe^US} z|EqmmzBTnGh2RJ^F5i-~pKE6P_UOOVFW6a;FpkINb8oJY7nAxfVfmKG{_LqS&Eq2m;OC+ma62v*+wN|^nsZ#FKhdlOdB(YJCm38% zG5sK|_q`RQ8W5vu)iR5jJ!;!{X_*J4bJg>e4@jfYXLEntowkrUmHfVfa8mS4B$#sB zn-@O){5_^Kp@^cCXTjkaA1D;dlk|?>-P2ym5M`KFmon(kRh;}b;fR!HFJyHY8o?h& zX`k$&)IIubQe+{wFKI*L%fmgiRId};H(q{Fz^im2)B;zA{OFr%PH3oNDeL6ZW#kbRm3m%h8sl5?F;!Bn z3g~_^4}lxeP8cMwu6=F#HjJ9z4-wCm&QNJu^b?X#HX)!U{KRQF-GakFLa*b zf?dWfYQ%Gu|EuzTF5rB5Kk9(RO%#!Xf2S<-9OP^~h-p+o}ok)0j>0 z7|Y_W1BS0D#)l-M_KeTPn-4HiCw2 z{GSMKzu(i(s`RMfDDTx3Dgl^ZS-5fgye5)iDZakKCjfR;JsQr*s(b7^uaQU{oT-|js9Tg$&aUjFU&Io|N6 z=`7^L`t8e)rddUn`>=9x#v7SG418Gm>D$(&@!PoXH~;kOG3V#}Z-Z5^`qm+lmGA2f zu<}3k%X`%9^h9vqcRWVF9y0yDf}N)qeuqf(%+z6@Z*C!T`mV`=mF1!ZSiCSh?~8x` zW3KPaQHeQ?#Vsbwr&=5S>wLiZ?X@jFA~mc&!|Ag{+{a9?^1rIZn?laui6AhM7F94Bo~Soc&~UPJfr19#lk}<(qd+@eY$SXdi07< zBbic875J8DFxN0e{G%W6@Lq5yQpZ&dLI~bG%}wcSIFaIbdqA=l+Ri?uo80u@qrck^ z|8JFJbO(B;e)s~cTS4=!tGc{^{3=dkTfogZ`CO$$R|Z)4)VJU5PQw>UmqgSA2uy#_jy6 zD29+la@)_0z&eb!{EJ!#1Ab`ld)Sd0CW`##lTuGy=L45Im1mVH+{jO-Dd5F5DtNi? za7Dm{^XTRu_oI?}7r|=voY5(yj>0Z;+j8G~i83}5mXeJaG22sSp5;S&V389dnKbt`L%Sf_aH$QSBN&IDwe*u(TO_sc^ z6p(Iuq0={eXVe?JWtUJ+iz)9O+2A;-2a7esGFDw)DE3{fLFtKSP;`;d{9S#@p8h|$ zzx$@XfC+4kCY};j_C{8EhV=oX1ITnd=IAHh8cgt&WX*@+l`ytn+wr^5-uyFyEtK*6 zyFqaLns(ccdau9xSM3v9n&ku1%ly^qN}@>TnPc&I#~HYE%{bJ&k{#jkO`O{fpa2tb zK7D-IbBK;FCX9Dm1ZZD;!+*}Iik5t4;ny=Kv_Sl8^34ru4E<}gk8x-HZ=7>3CG6E} z)Nhu-Zbe}ZuZ4J~qaxGy*mv@})4^v{CctV_^s>^(8`1b&Ynsd+K`|GK6v|(x8ZU>F@CfCUPAt{`fWh{%7T8SovRkarqg0 z>iefj_Bg&Xx2HxFt_))9bE+jime$P=&RN+V1A=jmwqh5Ed9y zz;Y@Z+b_H0u1&R)_>|WKoPYMOgfsae>psf^k>C0dv2QO6!P_#-^`yy}q`~H$?+slJ zFTSMxV;pvF4_Is{9B2Fn4>E;a6Eo6bOWjXmh`93_22`M z2cjrt%4J($eJ7su|4}&X$%#^={A-TqQ$S|@ceEOP4w3YO3-hfDaO#xFHF+{c#K>iw z0^}~}vcP;s+9`SrO_I!-a+)68^xBk-qj-aQ*F^Gy!k$6Nz|q-(D`|V|8}LzIdj8S` z6pkzq9lzm&m~APe_wO4#Bw~SDM(fN+b8!cSqp!5$e@Js5|EM zDbaavJ|KQ6ucSPi4^-mo(={%OqN{PHoW_@V;na(U>!yde&`fn_SXKi$m~tesM@93a z4uJx}xfo#(61|;#YCsOv{ds$ov|w?xY8o)80^?>3xmx)vsqW zH9Uo@1ylS7R`=$c+YD|LqHj%LjQohF*GnHn_~mV~Z2LDF; z&SE2?5!q{Bu|~CIcFGXMyK%hC9?69;afFF3Bidi315CF!edo&kG zuA`+t4Bmmq`QWkzBjvOdKa!2#XT70C4E&!ns2jjV#SGsq^~qnDwXb?S4O$TxxQO?5sKLPg>waDOkJ_>-$d zQQ-wFp0Csr@SXD|w*E^(1h0>mJ;CBe-)bm=H~z^Nmk-3P*|`S(!0{y!Gzo91AHvr6 zPy1>=Q1X%XNWcw>jX3XUIYbce_B%ZkK>Ow7_iBBF2u3@LP8aY2?{fY1y03T8u~fl; z^p~Pge5}78L#ByZPjN23O(;OW7-j{trra=Aqa^MlKkUF-{MRVYwJ3C(o@D62abH*z z>(~@(szKj>xpXtRjUY~H1B#dCl^D~pTDKkN;G@wMa>gkraS8okroV!_Uw@tuFU7F>;$wUCofGEI1%Yd}{jU;TQzE_ds?f=WE_VLbVdVOWn3$)h9P{y#Q#c))6Og<)bnwe~1TuO$pG?lOh)kEf z{=CwqbMQR`*XfGt21OF@s$Nb|#F8& zkh{0u3jLNv9+YgTYNB4EMOMeDZ6uC={IH57J_tPjTI&b z4MeT{_BeY{9$I_(aDJMiT>rL#yIg~*^Ja2C%Oq`wI`L`T%1=18g6 zW$Pp8*h9Vve1d8W#{C0@^l4}Ko_#m3k02U_4K+V0-JD1Lv&470F;f_W^C1rt5A?xW zmR!Im{d8Db5Nl;P>jYW#w&mNgM?u+U0@Zpv1jmh2* zP<5}8QmIlD5>@*bhM(L=+25}ZyVHq5w}9XbwXqC(@igGZXK^05AW|_ub6f=>z8OI) z`b%K1)gx7!sD&7P9?Ya!lp!X(wM#ZKff$Z;i+hH)wm>I;WI}E&0o^&0&9P4D34Dbj zaT!T9sA2fXO)>fjboD@5!%6)%Oi_Cd_s9oFC>S&QcttA?Rb_n%$?4N407& zF3%f3(do7Vp6^vJua38XhOTDW*V%!`lHx#m#9??<%kE1*Q4Xd1vJYr2`oruC4AJ2~ z9YDyl@bpmq-=ClTPme$UX}tN{?ekeZJszKRWjC(jeLIm}>UaQQ<*)RKfw3I8eC=Fz zr*>E;U~%tl52C_}&)EC~gtl(vCfH(eYWhp`|se{#AYObD5{86BgHa zY#(;~_yV@RM@L?nRorjK;sdYW6P$Y`ft3YMO30k1#POku_P)NTj^isRSDf2_O%$uI zVOq+FFNfp%buLj*hsF+zkNPxCKOptS%I})b&?r~p_^x+49Cp5f<9oO-dc~Cw$M-Vo zXDaBw3VK>Dm@RSz^oH+HZ+)mJ9E>bCA(rcMvy;isKt!SWwK|TaDno(3TA&QVo-glsZ3e#5;_nRL4TrR5pzxR zbHN7LRgil?dza^%JW@`?TYe}3a8c|0V|g(^`6XUuMW1-#@~K~M6t|^!@|Tw2uIFOV z-dXv?EnFL|9_OHJwar5vGqcy@i=8k$WmHFtYwRE)+LybIIR-sp>iFU$?E^;7X`2qw z)}ZwBiAx_?hS2pcVux2(N-%IDn>$R>35;y7Q#>(`LeHJW4WBSBB7erp`PE}Hn4`3W z=fYCI!aj-C;t`o_IJ4#ULS5AknjBJ??lq7CrZ<)7t8g2by((`XOUr`wlX#*{<6Ur{ zg3b;UL!rTD=zG+b1ke++^{o%fA&W)7ds`C#2htSM)fW)b9d$6YpW_3|;gdnl;&%~a zXwmi22vIO}(#DU1z4@?qy7je9QG0moI(>#RC<+aK7+H~$-N}c&zA4t|)FQ%?Z4aLJ zBS_^sM+tj;CFX+8TaxMX&Jb^n-}1I`Z$9jH%y?AlL@%r*D&4!0kp`_*$FkP5oZ)>R zE1m2WI?&BrItYE$z-NB@{Lh{ISD6#!i-`N6!^V<%TR9SFR@aV;s9XgGo2KC2n0tsf zk%ahpQQcTt46`znpT7$j38=k+;FWRv&fK;Kdk zDxmEnw8!_tDDyen|6;WV%i{eELa(Eck;0~KTu=``;UEa0v2va6_k!OS+HWew9+N%@5mu_aij99EFEhjQAN()zGx5iqjV5k=M8!_p-hp2Xt1nj5 zX90{w*!X=_Uq({vt^*eTzQ0e4_Yv+Kh2H?>r$M|?to~-kThrWbXRQAHiF|$I$4gjT z`|(q%43BSE{8NUT@;C>M?~|ZM-Jz5?z8kEJ0*~l$eDR2qOq?rlxcHD)`Dr}d`DprH zgRknnxPA0zrc>*>vv7QcPWK0oN#Xd;t!K&crsDYOEpn!-3E}wubAC!L$kY@}szTQv zdbh%`CkUTivh2O194HV@ch;86Ax9;l0M0v#uyI56=W3ZXk`ZP8JxQ$!$~OCdKEiWE zCe8`A*Z1uQf^5Rhk8u+id+jGbe>nt0oq5siV}?bj)#(xOyh$v)c(dmEu5J+Bf4g?+ zZtr(=7n$6^WYu8C40Tpon*xEWja5D1K{nd=X*N)cmJS}&H<_`@Q6mE;K1y@1f1M>T)PrQ%Sz}EEt?d zowXB8Iv}Jd&nARoD(Y?*G)=m1W#kVdLSp1am37@8vX@+6_(^%K#5>x({*eQfM4r2@4Q{V!x!brE4`K&XSREC8nA z!o!ujNZ8@wO!v-y>nDQut%oLFpwwS-Z|FOf;ZsBSrQ3Jx5#h6*)Aw5N;O$VUhz08y zMlE#9NGk9xd@%MnV`5u?41M(|eG_9~VLxL+Y+FCFJ}$!XVBdFiN$u?sgRKEkzSi^RY;SNiB2egf~p?~hO_eD1D4}a zc84tPp}CiwEVWsR5LBBre9ztvZ3+qeZdg`I z0xwZTto(8|3VtU?{#%w7Jarjg&qh!qtuOmGwt`*8)FR>prdbprqy5*7No8xqd!y@ZPoE07G2wTwGJqYyKdvw69yZk=URB()ZpkZQRy=+1}MBc^ZOSb zIl#QnUA2mmLz2yH7`=K$sIlmxy|Ht?NwYM|Cgh?Th^yPyBX%eBYot(uJ98fxiH($d zaF1hpDnd5A;)21RvLOx57NfgW*6u+8VNQ;_ z>o67s!pB^COJ37#^g@j!v+NZeuwE9PP$8y4O2hAI%xb&fyhxORT7D8FxtjDbpKFDA z=28CZwwbV!8OX4pSp&xnmNh8@qM$)mtN#vR2c&$ZmMjYnfhTP5GCQng!C}0^SiANi zN+x6vI(PRj{GNQeVB2yJAxBG28!i=iVIZu1Lem!+9AE3DoX~(kEk%dS(LfYoYe?gb z*+$}KC#kM63}KF1|4IF|_!bn>@}GT}twPU=>>i%E8U>8uckW-c8AckR$F!8Ey3l=c z@y!hshk1Da!>jFLf5>>*UO8e>fL;{Gu@TZxfrXG3i8R*{L@70Y`tZ$uD2c1Q9o(A- zxBKRUzl&!#uR4KPV*xYdviJMq?tA8M zDgUR(pMTE3|J!);x7*i8lXBwNVcdRY>LmlJfFE~v;~bt$h=7RlL3ym~N}fdU+yQsr zi*<|ON$>o9SiC%i(1_alEmjWLxkQ3h6n74?c~;}s)WPrAIJ{VAOzwOVx2`$1yp+gu z7Iz+fq3Jn2b$chaJ{5ltwn!V?{Ww3SxrncwmBZpg4k`QH`*G)+>T4rP&idf&qYVw> zq07ac$Jbm>cF&c>@x5C7`GXS!j&GaVD|3t=?tIv1V_5b4U-*7gczNTZH17VN4`c;1 z?MNMF@rAw8CX7%(q8Do3xzD7fJazo~Sp{UL!AnXXt^|49IkmkTcBs(Qocrp@$Lsfx1mj^LE4}#{1Exge*e{OhvEK(X^GI3=)~3w6Qo)&ysALzdC{h zmg2(FJ*QAPIo17Pod!(XV@~b7Q*R-RaY)rmDi7VFG@^U$O%JlU{^1kX=@3~f@_!(- zvm=sNK2uoU1U1wXeI~Awg~?T>z>#KoG^lVv|ERhGJe&W+D4=JBq68bL?_5=dqT&x% zxpv~E0Ep@JT|Nk(o+x#@RIOq})?ThJF9bu+`vHbc(Ng3hmckiY91Hc!ncoImM-ZtZ zA(wXbIJz}%PJQ-s1?JfEyUw#!fnY_l@s9s;9y;6Aqod1552qKFm$fVD(GfLM0u{x6 z=m^glZOem(cw=a@y>lEi`~_e-<}|Ygl~2p@p919!BkI5b`QB%S`|F8Qv^ekAIHz~*dV!^ zCWq!RK~Y98uxikH9+&`=R64pjlD-1ctjj(??`yAFuZ_iNXxdVkA&aQgJCM z7EET>6kmx9A={gak28cOk-L1g(x`PUhRyO@{WfV3e7pVKvA8=M2{-OfD}O)-XwHG) zU_JGod?3`Cu8ESk9YhBx_N{!(0R_K={G!(tu$=tlr}5dMCjNla&f<+(?C!N7m;QwyP25pq0V7+7c<3uCs{ zRixBI=(YOlhQaL#bd*o`w8vHjCWS<+)VDVfcm$TKmp^7B!+1P*zfZIfdM6Egta#bLVM%b%gM=EiC&$6vvM>>o<=jn9SAfI?<5}OaO?SDjZ z_+1e8dA9fM@4)vMR;Hv6JijPAfRzPrQWb*p*QW2+Kcr`IL_v!tc%>m5(rjZ=%KBw;vgykE*?kQHr{7wMT;X zJJB0tNJLHIGi?su@^sT|LZOH*sy0e*gdE;V@khiBuVBuM(|@xJ9=JW za&&e+AAWK$Sb4u&L57Ut<4qq4Kvc~nj+{-05#bb`1V(4UXKP z=S#S9&zlWv*Dh}jE0NC+Z`FYTS^d(l2N8grqSPFwDqwS-MJK7x5nOFT>&yJ!LiqXi zWAD_(fQ?`w{>7ns2&xP<-v7V3A7i)P|I_m9^hy%-kUY%DNQ+xf;?@CopLYnUh_@$V z1OGYa+6r1_q^(quYd5KsOJ-Pjn zA!L;w?fX^x1l>v9U*kLY7)tYQ@#D34Ajf$m!1U!A+~=2BO{@(@wfJdbr+CT0@}gQ4 zUB@Ek`PU?!jFL1M=*G`~>fVM3b6dj~r$586-k|mA+skM_ovkx_7CyWj&5d+C_8nvC z7ZUoFG6n8&=5cVW*YE6i6<52Gc^W!tj2;TSJ&DRiy(H%YEkK|0fulB?8=9-Uc0i2O z1akH<30;vjL2c5$Uv6mYKop&!8JtoCvL;wBmqcvXclV=Phu8j z#KxFtQXwkxymp;-6MFQ`NpNbK8$^n|z9g5hBa+cf#(>FYxbcxRA+7Htkh|u~Bm`B0 zES_P{OpP;mXD1J;Rfa$bKjE1dkFLRFHFXiwObt-}9G_>5@_=rg`KsX07En<*8R130v6^8erh6(i1G8Xi`YeOXg&Ag%i2jcr0T^TAXrcf;!Yl=R_q^O z(f7SPdv^s$i*?OfS2=>W98*aX&(8WnQGL?udQq4r3jamBS_f&w0SuUKA4ol2NHSw( z0T(0&A|Bjp}}4S52QE8L54461ggiiR2XfaBf()=pTzKofM&VBe@ym8y1CTp zuar!8zOxo7@Ck&XjgM!tdFmeyVdzplj;56H{Wp=uDbbiHM<&F&(c>1>4NN;l@ z4tbjoOj6(AaERmA;i@XIVLeeHTH63EpE{&0BZ8nqPVG`F&1=Xbh;(>jdKy;Vl&r_l zl!3X#zLojIxbN`0@0Y)={GT3w{?mB#x7!!~E=yKZ#sZsPxSYJ2L_oZAKJefFcy@k& zvK!;>b5XaibyEBA42yRfZD|i`kz-{&wMur4H@I^wRpEn|J7Yd$@$PH`8&v}WtUPH3 zlE=@cU}fG1W)lqJxbx;g?KR)%!m6;ir&Y)8OcxwqzffvnDP|)q{_DGdaphOs`KE*X z^iS7bn`7~&P;Iw3aU9?0jJ_U*4Cz?>f!L|gz~}i``H@Sff^#rFR7d&5ed_GdRwVDWO1X3I7bJ^y zv~e6hg@8y)`7-TuP;&p_x7xOIerf%NapHFaSV0_gD&@vVdZvYSokt(0&`(*_>;UxD zkjEl;CtobDO5i3w@g7}$PfRF1KmlA|l5B6pZelv`U6L^rNeA^15~r`eok-*I<2Q!| z^Wjhh(cAuU6v(NMQlGZ`dBr1c#!}9_NO?{vn6R_+~LO_Ek)z!U{8MTsp9y^EqW9 z)PcfM5$%hM1wbU#L0WWh6&+_e;>_1Y0M)7?Yy}2Wn5|PvnjalgVTM#pG{LP2>HmoO zo?XigzQTF;7Jjjzhq{sj0fTk$b_-wNnLs3Xntjy%`m+LFN>woOE;xc+EM0fb`dbjh zJY7AyECw+*Z+kBttA`09UFRd)K9F^a_NdZ@=fK>>csI$-9rb-m>lI-%h70b)d~tQg z=zB$p%biEM@PVgCsnhZe(lXS`Z<{lR>f`Q@FOG#Gbo}Rm2`UO8vd6!iE4hjZr18m! zuulhvMcR~ocpZq8hUOyEuY8yhzh8Q+a|M0wjkF9mCjfry&+b`_2nJhdQjV`lq&(X&qHGw@f(0Nb;PwO!wcBeW|nr%X2!}UJ@~=SS?gN`!E&czmk8t z-MEeU9;oWh5u5?XE{SxMCG?^>O_k%Ub%oF%VBdc8(H7DsRv6$~C4?mMKwbCXWlYh& zV$H+f(%?|drX2A^8(Jx-TR9qb2FhHP)Lh-UQ4`~-%N%zKAvx)A!1s6?IG(8^OA}fG z>{cAkTuRS@Lv#bU=H5bY;MpHFqhe5dh_N$rxdnJqZ!WORgkj$!yYJV(t^C{L<=<|f z+MTewnmW(1e(F?3bMxQ@6Rb>=F~f910e8O1@dnM-v1VL62J8N3&tFhr^+$-8^F`${ zuyRBRgU^a%Ay!swPZ@1G+<9k)PRzR9vnH%QExXWU zhZv6U3rY=NZDwOEF57Hx=FpBipWQV~9(`I8$5$(!xA=?`j<3X)VU%4TE+6og{QO${ zaRIhI^G~TykL4c1%5Ix#orj}Sv2yfnk)k7tXRz|FUAtvM-8#MPM{jU>_9%0tBLeY; z(03(8zl7||J)fQnxuDt&35kYmCm>sz`Arc05yfT;y=w~hf#BML`eSdhkP4m>8@>A( zSleFbk&B^34qqxxr?FJRQ|Vq`FY779;DqmUezgU7t$Gf99VY}oi*5bRFlG?)A9mO1 z+mG(PQ#o%gQw9gTJ)>-whmpP6(CFRTYrx^}nxSAWwr9QOjZT>HACoM28QPc4Sc=OF zckP*&<>MY%r~vy!vANPmp`b;nP9Xj;2-u2M1~n9T|I2>Zeg3~IZ^=js5XL`-b_&5z zTjHI4y1r3JiBu5wQ+#EeV6sH{tFXVZ&^>;b zf43tV9d?k^L;4L|i+P)^#rXm8Jzys4&)V7lDN!7IuG9&6m|L_2uR20^92uH0`o@|aT1)4s?ko()b0@91fnP`tpB42)|Qc2ww zVAmfebhbYPwB){Lb51kE^9}PBo8S9T-Ovff@RU+OE$j6h14Ah9-6%&*%vIpZabI^U z22`%`$@HyCx?(+-r2M1Ip%pKnaQgrB*a-K4WF=<0lx1@DX#L{MF%HToTo4!Jz> zFBUHhVO$-%cv@$&@X#2dEYb|6=}NdN7M?J zC|%1}(ukm%u~h3Z#R<5f_J?S&9}gvZ#Y#=tm4O%^Rf~M#2;#5Sy{dcn8aS?98%gIB zL$*{jug#{j;f-~+ftrBnp7A}>s;ZHtQVlE)#tT{`k?^d|pZxq>Fr=>KI4$X)gVM*{ zA)m~4`qOqFJ#lyha@7_k(zJXDJQGFigVWCFX`fwEOn?(a)y8+IOMFC=@0y|4(FX=^ zqPjAfEHrGXaw}Zw3`7`rWPMYhL_dl)Zt3o$%ObD1*`bItH2m)c|rin+1JV2&DXWMP*4OVKFPFz1DP)u0VZ8g)E za3s$BZrYuPRGUHV z(YI=$a!gu%26DY_Z z94Pwej^18+&_DRoacBMXq8;gC9?G@+aS{@&B{f^f942hZNcFqrSiN#-bmO_jVvm>90=0RCQbD!Anf8J|>w{!i+SFKaO zvLU3E{Fkwi9h9-Xza_!z3G;@thRH0nd;EE~U;dWze|r4+@8;is7jOP{`y7}&`_xBY zWBv3uldpOC9T%*8Y(9jO+y}Rx*=I0)A62_I77xfCq4?O2yYHsBIo9&=?FuaZaB|2* zioXRb+f3%)Toz=;%3^&a?6>Pnv9g;1;yK%l+uuwX(A~sv(NjZ*hg7V#^ zgIZXwE(Sg10hzUrnAMxqD5c;C zqu{$LU|;3kkiI#G9#`b94xVTOrPk+kgW;smM&;{VJlE9g@FXxucrH;_=y`{4ISq1lBax5))wLi!&@j&d(o zG$vtlF;vY7Vh&(Vn>NNH`&$Pywomzh76(g>d*dgREp`9cs5v)G)!XFHEK(wRPqrh6 zcJ43x-o#V)=lL8O)*59vUf%*VY-3CmswCj_)Yw8vi4_KT(To8x{o(!A-)I=>#gcDK>vEwn`@O4ttw59yilnG zAF08txt)B6c`+mM9BV5CpQ6jQ*C&GdtvuO+Qf4rJYWD2>=>uq9^ZKJ2`!W!TN~fs5 zyK`?qpm`t30ZBNNmG~vM_P@^uk^*R|(wQpZ*=gsAx}i|mdc)f492ErOuZ+rb4)8(e z%%8r+N^e*TS!^o35{dkOXVmaDzJyN`w@8_CTu}RbQA_QT6HpxU>`>N^M;B#|Up4LZ z0clKuH&yi~M7lC{DJA3#e5m!dv)V_61Y(!spI@j1FILv5doxq$g?j(Tti={kcmdLE zG(_xD{9zkBOXJ44NW3E>irbYy-RGvC|g3+_x= zv_XV<=xx41O_cXpXwZA%712wBMwjOU=XdTmdbfYj{8H@#${R1lM2EM6kt9P9o9+=f zaM$N!|4mkKAU=#n=1$2FUMYuUE=Hla^a(VpnXtw)ECqVX=EO(kq)=lXahoG1 z8K_xrF4E6y?(t8acRf${{jLEH{EmksF40g{Et>D-7YsEl=;Fswfj#=W{qnbze|xhlQuVsTf7c6RMG+x=LfIj@_}L{U+TFrTzr*u4vFo-lfvpJP79*NpSf81?bpHSsi^}#h6tQ4&E)_D9l^`5n`h|zX6OK2q_&?|Mo1h?4E=!;G*cDA# zVV^r+4rGGm`u!cjd+>kS|9>mL&hpxP@%lN8JDKcDcsY%nC0s5_4haGo{X;(jK}&Q( z-R{q`98*X(pz5cKnnLS09k>fcUV>iu?GlRm-F3jlfAd-dHzx-|hSaxkm2qyHKO!En zU8W)AIqDDbQvBVLR=(&G=I9~5?bqP>_!x_rPzK6#k4x$M9RW%?jyx6a^FVb#B4c>!&H9fy#58X!3Z?5~YHU`7@0*5g>>LheB z_w$3?d4Euldwoj&ia#o;b&Jgj^9J=-Iorpqv(S2N>barTNMJ)Z$Ihx(q8c(KN>cL6 zU_?yj^sb2&*<8vzH{I3(QZpC6gq5r!x|1G`Au9dA;QL`9>=q3aTMoVH?BoN}YrIQ$ zpHL#s<|LPOlP1Uwy>Ra4#yqliDyX)~m4`yZSNeyx?x1`6v5QpZBj7`DU;6i*z5cLs zLv{rhNex7|DSMWYNA2;4pUbxtCcT5<*Q5QQcFd2xlV8Y9C5Tr${)j;F|y1s{&0&d^*BXa}m@k^SC-Im=SYNNlLF@3*56_?K>_#7x5dZ5?d;#y$n|5VhX04V_YSIRY1W64AVCQRP*Adpl0iVyo(3cCafe(zgfy;t~S>ZzW+ z_S0*6R`>4JGc$JmL1uUcKO8vTHF&FQAM%pq-pjbr0)pr4+Es6SN4t$0j$zy{f@_~) zwYH^nRy)iNE|lSAKc};*~~iQO|eUyM=hD*M5EM`lUs=J^cPz zXn-nLVb`Y!7~*$mAY_R^+BqHHB<3D~%*XwNhx`hW!r@zrgilg|nwI%4>#llaDJfrA z#4iEQ9;^NS`hXQZjGI2Zr=}fN&%Qk6a(x-i?KvY%bZ8hHQn(+;*3v>2*^4a2kNi+x zkzM=EZ$C2Qnh>Tr(+cZ6blP9e&La8NK9c*dE`m!>*C(AZbwqsh>jEnieCIPl-fgC>)f#i+9OO0Vct_b7|QscP0)1lGFx^=bE?M5J#<<;qlA zAwl!uBVX*fCu```kCan`z^G`{S31oI21Dxyk6jV~?HfAhp8jG+_CPxu9sdqk7Um-E zxh*3}YQwftQ7u>|@zHHX+UQhCxW16n5Y(%C*{Re%-N8S#(W{kFxg3VY(j{Fs@qXc- zK9~Nl_Ww`!KmV$~`P20ywJ4gVx)F`DYq2j3!oCUk_1eEPyWGA>1mon~-5(PTU!>r$ z1IbCQJO^_I)yRc(lWP7?W$`ke@h!1Z@NU4Hsz+yfk5i2Bl6q?d}ryZz4nDjYn6 z!@}CtGO6Zxz6ouU$HJcv;pE*dZ_jg0;p4fbxJApvHay>F32T00_wjs>R$h5IuN((4 z_hdZ2$>$+++d|fP&PeE|)|_Z}j6}uv_ZtOegh7^>X#x4E67+r0cujXO4GJ_F9>r`l zpxvn__Zk&Sf_`m=Sg-~=y3i*2EPuKK*qbCQMNh4wF0Ijfvs|Cx9X};wK*3>XJtT9q zt5X2_m--k80uLfzA0CgO)9sKPWqSBIW&!ngn7p&#)CPfbgiDPyny3j;s2O4XjGKC{ z3888pl9RqbIaCn=yNs(u_E1Hl--0#5Ee#LgMFCSeHviSP?B?xQ8-&F9$=k2zipYqmU#AQZffT+Y?MxrkZsSGe!MQ%g@uXych z>Bd8pYHU=?a6J?%(y0$cl@_9`^dvcd?7qJj#hRjM4%MUn-IF<8Iuel9Fz;c0hZRKx z%s#CB-VVOcMLCW=Tt?wOubLj*9R^f-D>&;HEu1oG>~vY?hdTi;KW;hiN5Qwn^qd~G zg0|2P!_lx=6ulmjdgSXx5OYfna>Dvcx5ap23*m8S*Ou(pKU9LVvu*xQI0zVue!T$# z=WJT3pLjdpmeU6fFh3`Wh4+_NZ(KW@TBvQ*4I-=I2N(9u)Hh=L(XdqH%NUJTu=}NRwDZC&vZiW%+Mah2 zE=r#i5~x#0DIy<_JqsQO&4qkM(wn6_^z(31ZBvVT4Hwleb`hoG*FkRU_xZm4xcAdI z$eeDj(q70%6I8L8k`9q@;q*zS0gYI6dR$*%lQqcCaMLV4hR?fF#9e=* z^0E~t4=_IaGGqJ_4sYMb?bg&*SktmE2C8z-)6ob%L*;!CxD^o&LOq6dl$K$L+QWs{ z_d+22s{9@F_C!9aOulCNR6PMC>NeBXp%#^yw>(NB<_8RAo7QgKgQ&>Lad(P-Gu*!4 zpXlW~hgMrM&yaifzzLVeR9_bgzpXWe zwmx#L{yd@%@A+@lgRkO_d`)1tQifOjINThL-D8$m2A{tKr^mcehqGS#SN+2ZkmJO| z?~~H?u-MF_M1%hI`oZ&3mi_4xm*CRt&WVwU8YFbVfJT|q68Fo}E22!! z=^`~K_j)eDts!2ZtVz75OnU%v{Ls#j3~mCGxLhIsci$2Bb!L~n9o-QAY)$Q`1U2+T zQjf|V=Yq!YhIyXJy=ZYnaL5*$&sco9%ORY45^-4?tMbyQfuP*cpA^64(W}t|r-|Rk z!1tmjiSCqHNZ7AFNi9AcN*5vndS8Vh>&rg%w~GVdY~u~?*Yf#D;O-^0+QbB4;3EH! zdGHllpQT%_Z{>mWb2$p{Yxkj}y1hQkQO$5qPjNcYVjks}&QTTK=z)WbR|46(X<)WH z+H3bsZjfIO)z$E(Mxw>VshQJ_P_v#SN^$Bddj7$4o#2EzTrKUPU+Ppud;2##xyiqP zSvh1~eEbqx!d}=>HY-DOQc#+P^<#8I__1!+!#9xZ`lfzkVWm8S&@I9MIUaf?j2R=fqK=J00m(hU@v*kdGH4p zq=oujeWXr>bVnPNm%SRnTRJK!zIPH`3Ssii=uv}(yEjP-78TH4n=ZY|JL912Cg~)l z_0R3SJB+lIAua|kdYg4;OFcsghq8InOv2$;V{A~+L+K{Vo5L%Y|Z8A!U~RNRluqmI&u+h+HB zfH)>n;zJ|$9JA<0;xS@ez;CU|Te_PPxvu{)p1G9nR z$pcF0<8+jc-o;5+PGu*uba?|WlT!NwC(c7nXs4JaT^4Gy^=O#Mr~`JB7L$dvxE;^2 zra7;MJZfzHoOQn9N6~y_S`{+2()j>ZtTZb34MZZbh=wCCZT-Q%fJOV^@Czh!#xFK_ zcPu>FoiQsQRF4!)4b?6w?<&T17PDl= zhm&h&tR%?UHsNsYn>RfdAK~|(AJve;2YNc8!5YP9G`A-drAUt1%{t+GVGF4pvTRCE1Q9>N-nXt{c zbvPGsR)#M>!S1tC*GmEyCb8$!>l1(=#aI%x`%?6`nB?Ow4oJnez3U8yVt+y`JmPR4Y%KNqAh zyb{ohr9pbX4y5*ZH-f0&&1=hz)2P;pE+O)z8q6MR-~Ei}9HO%O@Kt)4z;LO z7e8!8xW9}lK8WgE*}|vOn_(^WvSAzDJW{{$L9?o+2M*8`2d@od&z%fiVDvKQ27a{A z=PpK#n4g`wIZN6EAxGlaTDzyv6KmkwqoNL@mBQ1!%u2|ad;Nr7?KmXp>7I<6{O9q& z15zo2K$=)sO9{1h-;;&tSEgM}O2Q$9u)mFHGYshsC=Vsw2!sr)Lr=7C<|Am}r{{4` z01ngFYfw~+#s|Ec)Uf9*m2mHVbD;Mi`l1-Vaao}m(n^hJ~Hw{zTZqxtdVkTDI42=|+|%4>x1DIr2Sy(#2TP0tiYr4IB0tIPYa@qR;` z|JI($1p-ygE2q3#`SC)1G_T6~#DYCc(1v{4Ih*;DEsrAHpk&K=3{Uz+4h!WFr zK%tYpXkA)>4ClnLr?E#sDPfgf>~s{m>UG5`=4>#?>2>Sr)Rds8N-4#P_#~K7P$a%A z`xY&AEGgH#7l1L!?yjo;doUsn4Ee>pf}G35qV>P^0=v8TGP4vdZ0d(9 z0yZC8>^$T&Lqv-{zb3Ef?P`X^s`tYbn)9gV=k-Khb`6khP5v6ftd8!*(`B48pMpyq z%o07<-oRp&CgCKLDvXkmY*Ojwpkhkz1*-lU?0K91+ErEfy2Wk#{L|Y%-CzFc`Wfwc zu*#Ez&wm^|9Z@Tyhkt+L^LxtSra%7ujlKAk`0b1MePwB!gz=!Ai zK11YY&{gLuAwo$p!Lg*0npJ}@T#_$tToXhhU<{^q$P z4_GLZdA@AtjwaLct@C8;;a=X%SmQ(tdb1~Q#n(0v#>^aB_9x_`hi_zFN6)cf-;ZxJ zr-YLrvUHBU6hb9%lqP-Pms&sCYSc_5>!^i&M_LG|bk`8Y>HeEy-SnW?7|G0Ly@}bd z$o7!8Ed-&a{#(C@I*}A2FuVT@fCQ}<=9-G3R;lXCKe1PH=|81Gukx6YPzgX%TWD7_4`n0!6} zwl0TzIa+3;YvIf!ZrJ+pv9K6bqc23Ld+7SxuE=7DAj(O%_}z;_mcA3WXw-tq(C#`i z+EsMlD5T`U8G4vxJmkD|Yy-pVdHLqC@dE669r~w{G##k-?x(1=aRj?*Ws;pQh$5oU zC8k$DvHb2{HF3BVjYNt(<1^|#fMr*OxavL+M7+Q1ZTOGdz+=6b{Bt!1`DmIIGs^~n zh3{zrKfZj#H#Q>kZ~|NZ#mmh7Fn|n^@4lX=#8m=%dXnF#-}a*s(b8j2rfcB`>6J4Z zXdU}+^-V>H0e)P1>0ey_3v&UhsW zX3H3K&A2H3a>ef(@V_1R>h-3ztTG>XdN|Tpurmtr5&CQdd3(TvBIQLQDtGLDwKd4@$k<)?R z^z&oiAOdzj6sm6z*G17CDb*#S8>8?{bB`?B<(==-{!Y)|Q2|l2?LM&JkT+`9AC0c- zzpVAoz@8UkIqauM^!+Nc^JcR;Kgo zl`qPpXT-Z$v%U?30Eebpx@_)0)^A(SKehc&_doxtzxmVkOHEO2QaFvTANC~dz3@^M ze?G$Xlica$dAD$O@5Z4mLUa_L54n9I_WFyf_{K|$3AFqWyntIG9%8Zj2=3D8A=i~W`xDL+M@Z$NF7M%I<$P&+&H_i9+ z6VXE4=UHWp`M$+V;&9*t)_4|MKfr9b_Y^#cLn-Xz5tB`xKuFFqsL0`kzR7XNMYTA< zk+z7NAE^_O&XO$?En_eol#9NtJDiW^ma`YL*IB`=KbQK^buv^QeJ{APtQ1bVwC2n4 z45QKBsN+V&uYs>KB9mhOCK~%0Xi@Ot2)ys_>fh^5fX<|*3TuxJ_d-O0X*rT@hX2*E`AzZsJSA zKek8^i}x3v!W$)!IuPg0*xip9ol;zh30{Fz>}GZJ$2D~RsntP}O?pV!bEv7HViQv^ zevOF~tKS~VJM5ngJCSc`YoXa9z%KSoL;F@Slx-i?K)N{!#0u9=?VJ4P@vmO0BS{#x z-rqm<`ysEOXw<6A(5oHc0jxPmze}gwk&<}`jTP4ZU2P-Y#a6^1OTqy&rlCNHF8bWP zoR^23pH!YmJi-cABh+y$nBA!IeRjn!*%GK}$SI~N>_?bU#X8aQTHu%!H_SC#Lo)j{ zA@4msWX8OwDtWMp88fC7S-x8cTU}o~r_?(U8zY_as04s-_ub^4c2UIS~|Ffm_z%;5Rh_FklkQz47h{Bu^(;8@ePfaYC+nzY!u;YAs=vl`g94@(8sn+}m`+M=f|Cse}esh__|L!SG8dwNOc!iU1 zlCxotFk-;rscqzbgOd9S4xMGg$&Df>YWiQ``M#xluYBP)p07c%%jB@s5nTU9 zzV;)ZpWylOF{+JG#bxT~>CMxk9?hYvIrk^>W^0+*Nbcg&*=6_T$8 zF_2Nb6eluSg&5@DZ$*rz0i{O|K||gk;=1c_i{I=wy3Uq*9Wy(ES)$H(-~BQQEOgh$ z>o`i0plgz%O8yD#Ife5Z7UFC>>T4K-zHL7CABJpgkH>WCWnl5L^W-V&81T4A`mK&m z26rE}_4{|Xt@@U?2pY72!Q!|W_eRAIeqKseiexvgLSxjrNn&0*V!HOTv&-^2h$Pyv zq`B@qSN)k-aWpcp0n1eD>R>w$bYF0G1Ql7pp4ZIUW{Ou3;ot{1ZZZ?Nb-q{Dp6Wi@ zy!|9SL)`%^X?$i{${wNO6T~9@wXt#vrD>de)P0i84hGpxpYbNl(E{MnGq7Ul6 z^+EPblmk>pRAkC1L?T)b(d-Fh3YaYPRbu0t!>su#bFERtz=5XSR&t-JP}}#5=2u11 zK--@#o-t|wnH^s0_0`!xk2CGUU1It$yfK_!p|7LhyJ6SG&WuvjVwc>Rb>|qIoVvnY zs=|amwln9JPJe=`L7(SD zLk_Qd8La!3zhRCL?;9m#ihLyeq8sE52vjyaLn{R40iWIS^<9LkGw3QcaV4QWhHY& z<=cG!_;FLnK5qR*<*Xn2{6;!#e~$xDS_Dwo%S58a)VK4Q)MVh+*!b=2&{s@7jX!Ur z8+QF9U&9lPv}&ZK;Zk;qJRL~yQ}cJH4WW+ZK)F7-EwsxA&2ce*!kp1P?)~y>6qwWb z&{DLQA{r4AI&T>c2z@E~$pBlgU;8n!JhyBByMEkKT>4ruxXa&)_(%~4w|~Ae&J~dR z+wrUTVCX-Pb_1&RzoT7x?TLzq4PIO)HHSSHY6_8n6{@L>T0HG&2#E>8455vlsO$dg z-^n(1(6oCG`+?9HluU9uNp6S&CW^+=gqlbZ@7Ex$T_+wvlDP;wUv>?el-V;h-;xBD zY%g_GQihT8x?7v}>IQmie?Da&<0s6`I0o)?$47t|zXo(uRU?B%&XWemSfN;NB98Rf z5wyxL#X4x!4o;It(xShn!Zqr{{C(YCpkJEot64+N0l&u4m*6uxG6DGDc#3|$+NX*iCE>`jhY;_y$|DPul=6CCFGkVND*j*l-{pY1ypAxeakkLW7*PqpE{zv-bwZ;%q6 zuVi$XBcJ0IE>0-5^C%fH!S^Q~y`DvS-~{e^dfkl=`poP=An zH5Stt;7xD6sUB30tn;GonQEMbE&dUN!?DX>vc2c2^O!kgdICKN<mv~1@?4va))C}(W|c2 z(VY2h5{2PvZyP1;pc-+Weo4XfAtO!ZWL4L z=SL%ZmM@&)6BO|IatBR}*gU2_;2izBdX+n}GAQrLif7i^45`%6iJ>5Nm zJ@2#eEuC^T@L$)Dmbw-N?75%jgACzs$B%h+Anj`j_B?@o!3qRreu!)=yh7#bbx5ZR z(eih^js*60-(O%f1vUzkx0+NTh=%3sXTwKM@bVhsq+3WtTjN5Uo2*pe+QYFmRJMZ2 z+V7WRNDvP#YLSx1Me0zQzv%0zHwyvoY?Ot;cpbl5t~)9Jcf~VwvLdn zjR7XBUoQrutC5dhyZtf)Cmf)(X%iykMa?q3dj^(A!TiRX*WxR$vFi$g^p?3&;hv;F z;fVExzt!)r_WGycKiyyc>G~xZh4wOi#`{;xuVOY-SFLb%&Fz1|fOy#yhlA)O?8fLF zak$vB%`Uzg9}nzZJmkJ2fv^c@q9!0b4z152yp%R@*2jQ8S#9LXgj_ z*ANzh_nW19d81`tnVgq1^T?@@pX7*s59Vd0!ab54H>lvz&TkA(Lz7e<*Ha~eAotnV zPi$6osAAJJa>`@_VVbj%iP@;YlocR15ZI+j&}^&N>54d{I!KVZzwyncduZ! zd2YA2iqo#XG3)?%m!fo%;yF(5ZTaIKv0@RQdT?e`ctO0FutUDx@Bg)BVk`F4isJ+^ zMdH)~Msr*o_CH;3D7w$b4_i-r?3z&jwd31)Kzw~oP6FpM`)BH~cJOtizs^-e9WFfE z$f}M#A9LTQrw`7dQLE$3(%A~Y{)E3`PyTh}O2eiiEMx%QL*Y3dH@wij{TQmDuz95Y zoOehwy&KbLNt4Y}dJj7J=XvP^Q_-+ng!S#9KnS&XS@!w<8)O%Ea9u0%Ct5vwQlMky zBPPk?fKtRsCy*7-z2K=CjXFraFfpFlL|vh4Cv9IXU{ZxTk1Kj;z%1Y8MB8C=q+ob- zt3wEjA0|hO^s1q;R$Xeo9ythmW&OZe&Js=gb7(zg)`zTp%*{rTo=AdkCHq~~0t&UJ zeo6Vf9}|!q>|ROf4lY8CYnP1EQCx~o^qpJS_Zwy9T(v*zP}VM@A8g-OkjRU*%E?FF zn5CkKm6KskFgJLyoWVH;u|7$3^~8BLDMRxuK9HuT}VBw>dZW^s(!R%yv5F_ z?ON-?uD6p4H2NirpEuj%Ritn`*o0mK2t^Y-)7#C_USW6NqvhD~aF|91vsKWO8lQXG zpA~@GHv1{5=nb^B{z!d+-Vjo$*srT!@4YeHc0KuPuu)3hPetAzFdM1dX>xDOvLD-g3Bhv_`-tm*MScVfQ8D4lbKo^4s z=?nJ>w{IctCGM})VJjHjjJ)g>Ob6(dlWBhn&)cCNMG$d_ia+O20uM1jQJj?A@(CL(C^PdKr%^qM!&os z#m_O<=w+=VeSZ@ng}XzT)n8Twhc%pGG{$}OL`5vBW7Im4eUcc43*Isu2_Q!2Dk-@9 zXImheV6KSr>Ej*x`FU-QGp97diUlF9#uEN_(DwKZkm_79lsE^*wlYplYF7|tw<}vm zn-VyW={yeimq(eVcD=8(5g0Q(8j?0JL=^^(-X52XL9{yCfUh7F67z$H7pWL0Pc@+7u|wL{q^n5k6((>+^ApCZ zL6)P6!XADLPsLmbj6_ECQ~Dlt%SiBS=K686uNZgH!}4E7CgEZI0L`xJqdWAoFWO@W z*t#1dQyB}{I=o-o*6&Ym|I_`?zv^%Pbp1-7bAC~;SHao!i=bdH?f`WhE?!-+v#!PG z&544~x1J-=!^t`OW*jth=5cHb@E+YM{@Rst5Fhl;PoiW)r7bTQt|2 z7}+Ca4BB%a_U+5@MLL!%^{*8d(L?%Vn+nYV%&zBK9R;=?poQH5_J>_2DjB@edgg2h zNSOI2Wal=Zt>kMCLGiy3)q$<)(|qF?hH2KN?}aX)jBZFJStlTuWz8g#r@s+rF~fq8 z^$*ORIo4V6C+g7la^cFErV}VnOo`Tq^0JC4V^%c zswESn_N+t6Cx|oDItZXz@q$Y9=Wm!Gxf@w%#tGWoXso_oh(`g1J`F~*8)(H!p@?2` z5yQGatJf{R4~pzdHLHheapSQ4992JT{8Vw`73B1F-TSa>XS~36MDJ9bfd*udj!M~w zT|>fp*?Y)W)gjaTT$a6~D!RhqD;;!R5q>%89=$?qjmWvavyRFbg6S4h2}8a&8e`Yqq)r_m z)%`qB0EZf-e48380K-XxBU1Y>p+aj-#~`8eK+V)~acJ;1qSM1n$XrsaIe`DpZUcj2abNseD{-N!k?l1pz{X`#> ze%cp^&pWE#5!78dp@Fkw&8`YtX(=Tfj=a+LrvCu`ea>sH>m0^03pjtNoc+FN!y8|( zd-)6ZPx2S|^;Cx+k38FZ10N4O8!n{JQFO*#U#*UVI++fiA9*)2q33=315VEIoTjDC z70*xoXjtoIT0B1a&Z4s@SP|F%s!q8AbBZAjD;&zARnW!rRZUU5emoJ+_oemXVev5h zy2c3BtY=max7XPa5J*Ni>&&F#`5I0)n+A*E`Tlj9H*_DAdZ?xdIpZe&4pq7+og%Bq z))0Z3%?Xu>uh{c2d4P7x_$mnBhV`mvSDiULSx3N7S~kn02+{=4)e{&jl(t%4n>TM9gQ()h&y_G z4s=I8L@gh(lnJ1=$#s23d~-*>CX;(__UO@kc=g%9X;sV?ci*noNBzTH7tenUyQZII zVDCB~Wsda|lkNIppHW-y<>U7=J1~r%WT6c$hH!Udm)|u)dIiu^A>$5V)k99E zGM!( zEnwWAs6Ok*xMuo0`ZpNE!Pb4hJqdk~(9(gd(N%j`o2b>()Y{3f_UkQY`g=wozMO3N zs?!aU?vb=GQ8^ME7# z%5LEzBgkt1(6-0X3pLvE+7Yqbfft(PLEefx?Vq3g%2%6KBPbYV*mZ8+ZHN8;tM4rR>Shr* zdtYe}Z~PUs9wH(r@ofyb-(a9Hz0!;s%`W=nvCA0FntndGw96Z99qy05!F2}=85-6o z19s}SNOky4ai|d}R4iu3$GIUi*`lWTln{OojqQ6IM1&e0!qUas^TA#sgpEAg?jO%* zzAuk{)JmSkt|y!Dqv*MUSb}b}>{$btAU`NM-=~NUvnWYUsL%jqy~;!%BLhnK!bN*K zM-F_$f6t|yazL+Ne=iPt(vEzc!+D8oGco3sYv2U1$ZvoZU z8zcrN3UIo)5dP zir{dW%#*Os`V+W$)%wBmiMgB+PX1$Px(L0&*SGxD&IJPH<`rD<{nKC5usX`&;~jpp zTg69T;q%v*I{xLh)%fA#51O zcQOCVRF~r=oLuy=fqZb@U-_>6-sY{v*&idEj*s`ga7wnypyJ0<(Eg@`Q`cno)S=NQZnlC_B#6J z$386DG>MMtt*aPc>&7s()K~2xHi5+{J=q#LAGFCw1@R5NzQYlCg zYb8JJB#ZJ}iiL@V*r7W|J%`0e21RqoWJuWoC=`j%=^EceWj+#1_iIPdv&FGP#bs|X zS@##7&RZD54a-W_EB4-KxEgtXDt7{M=R@@s%H=!w(Fn*@#+^0>lg0;JAyb}c{oSu# z-#P-=c(8cjVmSeFfA7n>BAx@JqVaLDllVHXZTK;_@xg7P-0^`qp z)nN!C$cOIo?3Y1W&r{>7ezQU1Niz34IWlOFv7Ev&TO5c?cmF*5W@kK*Yf<%0kkuF( ziX-ka9Pvhc;oLRCu6N*hw`I@XhMoRWA$aiVyqGcYM&v~B(|Y{dO9bW?M@103`sKkI())NkEj?qPzI zF${;Z#}I3Hpxx!i=F(37LexKgRr92-U`F1T5k4=?1LA}z>UbAx+`Rg`aod(h5cb<; z6P^coKgtI&IVOnNcSff483u@j!Y;~j$)Z&a%@2iNPXT$}QMrUK8mQ);+ITcSH}riv zefi3l=bACV5UlL`ILC+ z4*Qh*>?UhjZ3cEOF4(Pz1Ch(oL!lp6mQkCMf4D65Bu3A{zPD*_IgmXkxJQuS{g3tA z*7Hwo|8#%(r|TCP;9>816`zlxs8FG-ssfyySA@%(PVPE}!=rN~`>8E3IK0-h^G%-AduhYD)Q{TME^$o{Y!fN<;ea#hI z|KKAKDD&;FeDU$Xu?@;RFo+xy^;qDK!!cL@r+vS`ELm_4lul@UmTv_M~I_45s zYqsNh+t=N0#|S^#MP`nJ>iem{t9rG#`?4+nPis%A(eb~z><5w=T)tcK`*!dZ?0GJr zaajn`O86shoR&sJ7wx;kig;kkI_di9bNpx(8HJGF5d{4KC)Vqp7ZF3f+_dv=NibG2 zt^a=D@{ap;Cv`y~PgNQAM>d{Qe18+I1@5+-Th#^Gg%kO->5q{4_kFZSJKK@f-PHy1 zxg3oC;-_Na(6exWgCf>$)MV%NLYPmopBDis1CnbweX>aG*r`uPxcFdb_kzXgWqzco z6fZGxN*FG!90TLi`sir;vn%h;N&(q?61Q1~(T?lsVfTSGBUgg0y0oWmQ#Vj*%!HCZ zMh9lz3w7|YjptJp9m_iC~}DS|aG;{>di zT&{TY;?<7(`*-$`N~$vE8XyFgxvtXLF48EicryDm886&+D_i!X5I_{w_1r`UPQ$UZ zrrw~wONi~Rq>&dkpIKH*cD99Lr~T_O)RWyJIR}NO6|;TL*rMJDwv?tfdJt7RL|;}L ziQLaW;OFD+L@v{k^nHW{80J&85AIx*g}X4e>MOp}{<(F=buG=uA@!y8=isH6|5!g| zKJ&IvDGz|x( zpzfh=elxehj`1_i2>j`Mst3CACqfO>BN3+vgR|>QCsKMc z%1K>Whza-o%w1$G2fvPAH6@q1y5o8iXADxsjXpz=rJv7!o4S9j-@^pix(Iy%sLMOH zS+Yw8HM!baKNDw%iUf8E##tUzUOQ{%wpS2d2VZTeZqY#ur#$V)DTQHgNm#J!bCn%@ z`p0FtA6LtOWx2k%yU|s&-jOTH<9`9Hcphs%tMNsH8eb+fDY{W*qu#D3ZKW996VVl~ z`Vd^<{pQ^)tGDBN(^`|&D~ARlPKoApHo=R3tl!_+@BelAf4cwqSN+YOuAivG?&!d& z(>S~C(GO$kB;vv0HOi+FIZXUGOpE!|R+f&>=ls=v7aLFKj_yB)>;LMLoI&{;T^v3p z$s1n1rxQ2NCb>wxCP`&+^1ohBMv{`_Bgr^U&UCjRvk=&AmOlq>aO*j?$_zBON%tViSnfkovED z@z;xQFlImaPz368fBhCYE{AB1MB%5PCyq_6Df}8aFu8#Br1d1Qk3U zcf<&x5aPaDUvl|j_V$3i<|JGC&iScr3tcXS_n; zsoWTZ8G~;Gny>kjt8wG7{e6Ges-y~d_Yn!hi{1%!Ln#>)&q;RRt2Zy$*&QOa4i!N1 z>?Le@lBeNI=w9y+V%liv>$|NYKLix6S_hx2?u-XGc$_)BpPd8y#gGa+Y(13yH-qDL zocfTalw7l^8-=uGu2;o~en1a9etvl)UWBqY;{mv>_6l$G@*^4*0DwoCe2a+Vlz*gxZZ>J{FtefwqV9GC`99=wsKnX8E|&aM|Bb zO)ma2a=JQuZ0ZCCK6fU3KNYYu-lQVfJV-;Y43z8*o|b2BB0E>HsCU--5a@htjI=5W zJ)h}Q*1g(^9PfO65NlF^iI(&_B}O0%T}{$oo6}5p=oj4c+%U&*41(OFiY%3?{_*&+ z242smu@i!-xLTeoBQmIgW<<;8urT;O9&ep(l0qLgznPoy3qpGYYtRBl8xdWej#U^3 zAhO!m9yql#Ud_8Sc{w6U64NS5cr;ZwepLJK;0IlU0o`y1L)IQd`gxhd+*#&`lg9w=E(!?;{E z!1X`DMs;t{<^yh?@!!AsJcR#$-bdjhi{|7P`U%|UrH%#OiD1L?DY4?a^YjfbPX6Mu zb(3fcKE7d6WfLn{!sm1Ti!a`PFWdKVvv{4yeO`V4?cZ$c`1eU|hsu)p?&J9mIX-g~ zIR96^`0M@keyDe!B^bu;Z%lVS>G5~Wd~D3M3w#*+~icu1lzb8Zy-`oyO82M3uyO(?=9$@~ocgyjzTcEA6tt)OVj@u=I*U^Yy^ zD2a&wdmQogHKWT-^Rf>7@VerZkB5j1;$^3|eo-$7DHIIh0{T42m9eBG>(L4_FcEjj zJn{>Jp=+S}HO&I2huBCCZb~C2D$WLt^Bw5rwU-^SMTHoD9ffjMHw65msk1et}^|EgWE#r%|h*TfH;VsFy}e#xL+W$XI}3r|BIllirS`~Tkl5C42XZeG`k0^@(^ zsS}lA_Wv3W3E7R{;Bl3;zCKeFBWtU!b6y#a*D%vehVH!o@pa)j=5>mo+xVE{c-p_; z{*Su(zn`-cfGOvYgim3zNLX5jxPkdJTu7Ym8sv@v` zv^-z_!E49(mH6K(qPS>HjnBs%InX;WV~>w-inx`xp4|O`n-}%ZXii-Ur^UrHCzetM zH(T)e7gv&#Z}T?r`JDa4q|d#C@$c*YIv-TMmhy-V@bAa|D*r3yknb*4F2wUq3AXvZ z*Bj6GBFB#mMXEI%-#bfZCg;ww;P}!`D^OkffaiO$N%z=0X?#9sa{B$}<}-iggO9(s zeWu@{)-=8uKCn;sp_;K(4O&Kc+4!1Jx`fL<7clBz{6rHRyz#KcHpvF_xgB7Z@`Ago1%ODWDAh*evC9 z4N)6yWkx?f52OpOF+9ToI6b%T)3+Ia&jVh{VEDmA=ccvw4!J3TJ?Gh4LC9ieTJ*3v zhjfk*>OM+74f&i76Kx~>$X~0AJY;nZDGc6@Yjq()wGsJdq7{r_wt$Yj`7D8I!dBJG zq#+1KcLknx3m4 zP#Aq>XTx+EM!Z&Ad~FoLbANN2&?z$%r|n!h@1hJ>^SoJHTX)6-Z?&VtwMmqqQ_Rrx z2*8}D2yxOdOvETTTUVijs31ihTnU3a1c(9QeYw{Fufqm=y)^i8mi z>2~3}Z&l9*X$LFLTTaWP4z8FLT zxpPo7eaHUnCI21cqkOXOWBWrzct?6hC`|j`AMZR@f7IajLjaBy4oOB_Qb!e0S0j^C zMBsUt@>Ela1gg(st9-Xf09j}@T!4H(QaHoLp1+S1Zak{XS6I+T@82@|y4!Uk?>pe4N|OIUQL+*x2LX{}0Lh{Ik#kTah$2anh-4&42FXD{ zf`UpA38I1^Q4mxR6;K3G%n}VC3W9>*e_UmrGXuNc?fw3D=gDW+H`Vp6e$`dgUETfq z%~%v%=5htMtY{SV4RzqDNmshh-mwJjGZolu)3sb1b|aZ*&)g#1ulZ-=@_$9{SI?Kf zdi%b}jDZv`^m#{%x)F7W2>N{FQ}GM2y0$^`ZM25$YmZ zGA!tRPN2k@uFyy5{tbS=aB|XrO^bP-0Ka@G+HX&}rVB*Rz59I5No;09^<8yGRJ#2I zIv==dzxUnlfVJ5AH@ZdX9UejT^;yR;)_e**PelBJ;k-^Fx_|Rc4>aFPazz)YcH!%b z^6~YafBx2aRU9WY+j04^mBj`?#pncY@sLB1w7*>_Xca)F6f%@OE&_q+6>HpYsblTD zP|t2RbHjGKE?`G++QixMcq39^a8Yqxl2?D>_g2`q>}7%8^kOl ziQD+%yaL6mC$(JU(opAJ{i7OS4hm02-cdV`z&R5pIbyQ|1oG~aXSP{)^jR$a2HfEd3*hnf^vn`G`~_R7NS=M;}-n5=<>v;Uc$B}$NEwCOSfM*x9*b#9B= z>z8ZcHWvzONd^@H{v+^s6Lax3c+$POG4Y4rh5Ok!aAl&nk{ZGZSK5D2*s8SwIGV;S zADJhEE-JSgm6TTjBJLMq?^Wx;`?!JRUFZKg{^Kz}yVR~E4P7_%yWB}J2esnc9aPe$rcg%Z)0yP`|@-SxJx+7S0<7$zV;uMJC?lT3jEmeI={^BAMejHN7uY7NM?ff z*NIWyIv@g8q{=*)aGwC70}khOV+It;-}1hr+qJAQ`B{z46T5W;_Fwgsjjo}s8r)Jg zo=x2nrf|a2CTeFpAM~@#IX9sr12)wk5w?m`gu6_r_*nc1+gC4tQ~V)6CA>;JA98Al ziJ<-%pin-a+54Q#tK2YZ-GP4pGEtzR#yguoNCC^X z>-Ju4rUlGi3hY(E{eVdNQqOpc7S?VHH7OVrcGm@W0dHu%r`)zuf%(%6lVOA`{J7F3 zoVdjb7_6ist2I-CR$gr$#G4Ni$amMNK?i$oc=NHtePk5#Yn^z18c#*zyAs);<;^3$ z2R#J9fTO|k=+TuhsEsxm<0yp_wpWj~~=f)^E89ay2$pxw922 zFt|F2Po0;5oPuVft>;WIzxREfN45zW-Phs9y#k)NbW82<_CLuQ1PwX+oC@n?6 zZx%?2tNM5uj<(wFj3!FP`USt9rRcabJgtq0AY|WlsHd#zBXVq`NPR0Pe36_oV%u6yTX)8&`J9B zO7L;Ej!;mfJDBGw&N2-Ha4?lW8{Y6F(0|vHhwUxb*1si^$lDgV{;<*(kpTFw=HRj;|Q{Z{dz!p1|l$g%WJ@RFT>@4~qS!nl53 zE6>>JiOvTEzV9b2AkW4+BwQp{!q&G?zHkjA$(BziL*Hj!C||g~zWVX)!J?~Jc`z~k zt~10eL(fqD3Pw>Rgl5f&+co^aj1Lg^E2PZ zd-VL#H$Bn%7xZ4Za_v;fFgwQu^IhtmUpy=YLbOhmhIjRV8NE0B`>$M5xT;zqu30Gs z-!SVRAlkJHjJw?1AvHt;<2PRsws;_l*A610QX$el^2cIOMeE^OUr7^S)>$?d<01q3 zo-PZL(I6b(?jSd#=jSD$piacoLpp@#Ef@6sZ@Kn`I&-?%n?p01&vmUNHwo;6-;T5! zbt*^8xS*p>VrWyX6!>7VZ8Lj$57@U#p^{V zsJ(fyz?h&uSp%}Tkh>ed*tAOx) z0#CLtjc1G~Omh(*eCujJP#?ZM|4~{x(MWuY6Blgs;%Qi|C$@u>&4FG4(>^! z@cHgBmP(E7fIBNA-s7MgbUZt)&vcq_ex^SnU+YyU1tVSV$jm+k(~t$9$i_EZ6?L?OL}$lKb|S%gc%s@_I`=Ur$KGV1>$_9?bVWJ*!)m{zilb z3VVzhn3!!Q@Q2+ai=Aax*F(pB4y3`;Y9QWFN9E1t_3)JV$WGz?TM6(iZS6kXnD?!& zt)&s{-C{(*$Jh5ajcb8lJ^%db?Q>g4cRcwyx?f_lR%rB->>X@BATiEdeaa3!Z``jP z-W1G1ft}CbMgtMi)ZFdQG!f|YId)yjHhN`r{)3M{`Nkq5VhpVxpN~&ZHP%hHvZM2} z3db9}-B^3D`pzB?TE{Pf?!Q!TN$#C=p~2G^olo^MM_d3}=<`8m^`;Tlo#=kkxBH{` zy@u>9=LPWfMfoj9BI%aft%Wo9o|*11ln131Yf24??}NG0s>5@{%?hcq&V^o#GLY@Q zNz3Od3-Gje=XS~KbZ~?`vhk=9*Q z&{Nr{h^R@zFW0IWlcvo;>i7!PTT#?d$UcBVPDvPR=LNsmu#;{fIwKB;26>FaCUygz zPb`y}6Ed(k;N^0f4#NE!p+j1BRFrb?L9@CTTN>f}LJRf&v)6I50eIm97aVvdW)(6l z1(J@gS}DkL5A)+ePK`3h8x&eHyQoQSOTmoTv03BvU0_@5DA`?kTDZ6N*qQaog!8fJ zqkf+nMlkQ=HozH1O%sqi&`|2oB?G5FPF1T65zfcPri@i?aY@32lkGfjQ~vey0d~eU zt7JPd&j)8pH{YU=0UNjr_B;FZfKjzaXNx-P6+}a~L{DvzhOG9UjYOBs!AAb@)i0CD zVX%LE_C{Ae0{<=R3tdz9d<*pE?XS5|y#q+MQwTr3Bn5r;U0WIXo^U=F!7*uSI42He zX!+Kp7!l4l|5?8+$ccIjZkG$-fr@j)TrJHI1kJJyXdk}|HXT`RMz^Y3;pXd3>+3G! z5ZOStVtbAWa5|Q1uN_YYlWh-ww!Ftf(7v+Q?S)Acvheiwx$(0udqKXDtU;gUtixZ(JIY5G*Ke1HG?UFn7 z2-{D>vUsiHGtlQ5ucW1C14rrc@+%q}cbE>FH%X)CUrCOJd@xH~dOpy`u>0`f3dtqw zLu>x_iO=6IYl<5^KdUDk{5d`59#-FkHzUgX0GiJQ&agi6-G%?XCTRX1xvp(C$$);p zjhadB_*9pRvcxU@JJ09JXx=^Si<1Sv}fs3GDx+Et5DX zjUD!+=ndw3$`aVKM^1Xoi$okgy-erLpt1vK$_WhZju(OvwDwno$Oymx<*)3XFCm{5 zP=BvMDq5o1EQ1}08%oVJI?REGLq=EJS!N0J<0CsBqin+iQ!SMfQj`hL1AQ@kaT8XG zVdgsq8&>Z$26a4RjzOa$a3_ChZV3Os{`~J>wGTi3%_dYF@-2HI>SW%mn?XBPvAg_E{cie^P&>%s~>cG@N@<|6Tw-4WKxt<3afSLVs8P z|8;r%{`afppI^Ow*VhU2_T}_8EX47UI!8$U?)L=!YJuNB(4sd}$hzcw>cfF`wB{}7 z{0zC-rAtRGxFmj|-k-hNxV?AHutWEgbXW^F4Q`*p(-)mD(QG};5zEfZvr^M{C1*?JM=yRFWt*K^!u@p>&mrq0%O#P;4qyCuokH}DbV8ePClfQvktId)C|FeGnXL0!b)!NNA;UUK~Fi2vU zNxVWh9}twfRcFn_2~*Y7+gy4G=fh(@B6>O9;!tRK^{!IMfB$^=@)n8PI%m!R^M18D zz|ROiypnVp6Zr@NvPRQRxA1(d zIS95xZmlfb0MB%$WzPFM5#aw>zx=Em@8wu=X*x=1sjKexkxvZdPJec4R-FcIQgz+K z%^&+}o4ysv*+rdc(@Z6JKTY`!gDqmUAPg?q~ z-*5WacK)h3{QmcQKJeeQ-oD`$!PX`*g6;P$vF(w^bLX%$e%!WikSX+JLicy@`JM)s zSANPtpKqLu3)Wb7Rv0h8;!FKJ9Z$c1TqCd-tDn2pvg=_9(^&djO=$kM2=sps5;^hi zkMb1?+fJ^qLiIJPFud0G7GGZ!k6-`d^wRC&E}#rxx10t1NkbQxyG;{}Z}~B6lDHe_ zU=73F=&VTzyml>J?^2wP$`0E?LMY&NpDd-oNy7IPmXiBb%gN~9J2e_;yBimC)pzm=Eoo_$~ciNuf=wlZ%sW@#pTeuaP8@qs2NgMbN(g_V`bjy-;l#{t4X9WO)^mIZ4ny@uCF#Kzmv^#ppyCGxqoGUC>fM z!{$l>cY7bLuIT;0@85ojzO`C%kAYA4E=~J$bp-7rBMm(9c)B0Vy4Z@IeSM#R|BuGc z4n-!(7P%=G zn-!%Gt&u^`TmM{5=zIwt)2EHTfWA-vO&;Yx5!vQEgU~HGKf}lW6+QAqd)J0Y{P(ZW z`{C>V;B;*6@V4|%SA)`1LvKfb6)hzeFjQoxB*j)S>#|M&BO4x)`|?gcAh;72_$ z8%IMBFSkEhjXaQA59`8*tBddd{r$oEH}6_~f@$H+sc~ttbz2DT_p@>L8~4ouzk0s> z)!QdGR$AwBed+xgC?u6>DaeSIU;p{&KP*J)QA@yFK}U;dxB$G=)~*N$bt>jXD^v|sifx9Z=|=l^Q`e)akW zjD0A%MY!SisFee?ri9Pu{@v~0O;Xv~afS!FX4uCT-Xc7&^Y7O0@817ckADxVqj3WB z+|bE&uG3FI32z+yyVm>n%Uk-6Z(sk438u=@jY!ylO z`_$-p=AVmR{Q1!TKl&O=zH4a-`aae-eev)AbFKKlK!M=?6soMXaQ5RYQG%87f82O& z3Rk{ObKRyr@muU4R>A4Gx@my5~P{zWI0kw?Aj@`dV+y z_dkV*tmL5ny`K5I_Wb`X|Eu@EU%h>9^$v>HRF*!kvv@q==imQ-bkC{sEA)=|`r_Yz zajk!s{ksC z5~-f4)|mgi4y9Vhk=R)|?n`wb5e!MyCJIOua3IxlAk%Xok8+^UbD(rsg((-%CemJp z`JYIeNt;M_C2`zJ4Gn8+W8>5~W_x=L4GX7z7GkdA5*ALL7NQmlEXD=aQstX*@#Mxz zY74S#Zf=-rm5njgDT^6fV37NMsF?%Hb(Q#oFN({@lm3G%hSdv?EB4p2o3XOXw<@co z#x2{v9rKSN=AV@&!dkYT9+(ei-#?J5I9j`Sxa`Li+1smOtc3aSwP9aBkeGeDn0za? zxBo`3@bvtnV7Z2g2?nHM76;&Y6jLXfm@O6;`HRR|TnO(zxRLWyBDj(BQzE#Lv$)9D$XSAeiJZkb3z4$~ z_j}|l!TlaNI-;sJR{IRxZS5T09rxS+<(RWLeu>EW3ovfvEDru5aux^Rc@#Ht78m)8 z$XQ$n?>@MZ^HUKtxSn4E zgzI%&&>Ga^xC{ZT`xfywE>s8$UDVUKV7z*9z5J(8To3;#6xX}B(A5~v;+0^$id#be z-J^J=-@S=jO8ecD9+(_p`@I)qR|y2Y_(v4?;$B=7g6qQ{Aq=Poe=O$5I%N_6{Rl)I zvZ(idgyPkS>$^Vz;(G2+fVh795lD^k+K=?=?^bu+WB1+W*p)Sb%~1^J;uc>7fNO6Q zK!;izE#&(%Tca@4e2ZEd1>)6*Yv(0lxK>^ghHGOKMzdhiZ@U^^uBma@VTRD8D2Qtb zn=XRDGb)Op|G}zg>AF8PD~dyRCldoaaCeEf>_-gT57xUKQ$i@7%IC3$MeMh3ZP74KCuYE7T-E~?h#PQtsLYD7+3x5Ur z)rGO_P@p0=u~bI_bw)YPV^V`@?s)*_rP`bPYB@p z{3ir(UB8$BBc|6bT8;^X#mZTh*oFA&WtQ(@v8del=)hlP{&{pPhF&5%{uGKE9g9JK zh>peBc%H-5_b2-fU)%H-(eV@az>SWd5WtO&pAf)}j>QDNM#rM%nCMund?7j(<$aHi zMS0(&1Ais?=h3kkdWq=xQz&k9EC&4{Iu>L9X>=?m@E6gsmAm9p8Jue#oHD5>IK^G9{Uluur~d+Uj2%~&c6wIBZ^sKZMp~m z*H0+mhqWnMh_{x+$o`O>Q5b6WMf)2H#H$b2KTE=Jy|W|?*EcAP65|<^qW(VSeOM}3MNvl_zkSdq+AD@(?3KX$ zqfHc%x>pMGAu@Fv=JW}%uJ{H_0mKwUE1h)2Tz>!kw!m)-{IRkSJRYwh;xa1>CU%I_`aPaOdN~ZDn8>*mhfU72H*ZWs(k)a>x?k-> zXiwj|M8)BXd^-MNSNm2?gk*irGGgChZqDDo{FA=vN7sYISzgB2+f>vOLZ`GEXkBO;?oUB z--zuv`$iRB=5rkq=ox{RO@&jA+L}RYCL^O6uQFI-XMSUPejHpqav;REcm=|{?r@VC zxd)82ytbTK=?gT9<~hQDFY1pkI1b)ChkSM8*Q=fb(b?PXQBd5B<~(^-GO#S(Uy*Sl z7;bu-{*aTy2dv;#FIJohg>PFCosV=mfYGDAA)_h*I^FNpj{kTXoaH&&SAReh?#=(G zc)Mv85M0-yW4Wdl)*p#ovrDlL^iWNmnxb!k*9}Z|YShet5hWd(EB2z$;1*+ibS*h> zI~$)Z^{fiEk7%i|pS=sn?JpHsP^m%C^x|>TLuuer_vREcR~o`S{p=l8m@~2k&_{K( zxggrWl3Z0$6A^P4*tUZ;8o9J-#P4OlIl}!WBk)N=Ad+<~IN}3?I$}*4vOUl_3Lb%h zR>ca*VD|(KS7B^0)G0Idcy4n51hVy8n|}y}D=!3(-WxgzOskXvvMUl`ck{bA<$%+G ze`_8~ysjt|kUzVk@d`CKyFZY&ilP?2ce#G7BH;mGP1N@plWc*caf3D=lxF}mJvbS8 zMijD?-BcEIB?qI!QTHe2t6;rQW2BzxT`(V-+_9@c4K^vSKQ&_^3wX}xm%f}og3R?x zhBNRG;*DC62dOXdJ(Nr|{- zy+qiRD|K@3{z5RO!Ed5@Lln}+=A@|itOkb+{j20idp~GJdbv0zh)E?gjm|rsvd7h#MOSVk5yxt=V z_ATFhqFp)->2e$w-CF955WmuvIjP`^n7@lX!>zA{46=AQu&<9s(u*WQh2EMYRz_1J z>Bj?+4r2pk%O-Us_-F<58~!M0t@&)u+u__XEe8Y258Ae>h(cBwwR0SpA2uITWw_dvR|{!;=9)?s zhk?E|vD0PG7DySo)wl(c!K>?*@00NogVw@&B;lu+fU*7-UhC`C(5|L7RI}+BI7cgV zvg*7lWR392f1Zwjqc`4MTXpUTA|AqTbWY6=sn&D;bhOk3F_`X?Sb4$-x%V*U!=z{| z5aa#^rS?w-HVAN}xaU;I`7{?o_zzdN4)>g{`+aC_{{$4KlK z<5xVh53O7mjHOTI+~tz73B}UV?A6QtL=vzxM?ZJ&C2CPDt#NVxHnu%ASbCFzchAP4 zYgn3mbD_4vZiO0_-t*+>XY$e`$U^@K+fYB1pzQc;p+0xFV_tt&nnr_5t0VAcXBnlXBK`m`u) z-bD8%hW6Gzd})>t*8(1CY&T)d$9#>mNA#O=P(QE$?AIE5{to}UPjL> zTMDp0ZbKKtp=zieGL|_e(hcgrRNg9AREI6GjvbO&a^M43L>Z+;8qy~$aN69?8A-L+ z6%?rAio{B*Hv8SwL|OBMaP7$2ZR&9U1UXI1lpJ`HOcH3f zJ`FkBO|SA$-5HVZtF@_{cR@6q@_pCYX(G%mrxg{wq7m^6_!AK4NC0R2O%Z9 zW678v<&&N~ z;Qm~972D=Sct2x$AWWzPF!v=XU40`8dyaWHzrIKhswSC?1D4mq$1?{qY~3D%sZI7T zE^xHKU30H(cd*QZ-dEgWne3wQf|pSFybd+k#t5vl{Hx%q3llqTTJ`{GU-R2RHfk_g zN-sWewE|FJu45VBn}%Fn=S7`S=Z2^jTfA3cbw#$wc&3~i)QLVYT5Z#rYjLkYx1ZVd1J=Ig}82%wn*-Fsl(Eww~p9M=eJ_%gCRR^OfaJO zqia|gAAhdK^7;BQoyj+8VCfGPtp${q(y;xgKyA{*WDL!>Vr;>8uMD91Hpf=bOu!e_ z_Y3dcN>c|^Us|1x%ev^V3GP%7;x;hQ!W;_A=6pO8OnksLPxlXM22pSo z?Gv-Td8a{Sh>yt*odnpbbB;;B|1^;MlzvTba5Lmu)$!@`0V;4Oq@d@JVjaxCA$PoG z=R;8I`ob^fZX1-OD)sO#{Q`DKdF!WjO2Hwc^OYR#bl_(8a*=YOT3Fz`k?82I9&pg? zBHw))ZD_($*SyyV0gqN_jNUx+2^rC0BzL~Ww6ww(>y)>Jtg_IOs*Ds=xLd=KX z=y&M}A_5abvSD1GAvs@KGS$O;C`;tM@xbT+e3;E%rMM#oZs&bNN6GaFCRcszinP&( zTxC%s?ei~Tsd1BV)v{giv8m8i>dFf+q%7!te#-tm{_;EO87n6A^Pz=6C(J2`Uch9^H*jDZX zZ0;Wp-M=deeh#ZWZtqTGe(FU$ys7w^_VtcJ;NG7qd{kjG+*WQvmwto-eApzd z%e%1-7S0`g=P~vWFp$pFtUlcaZ?$Fnd>sD*nyQ;N$(2Y!Jv9L@(i?POuCKe=b7d{O z%cA?lzn}-)V}F>!=Aa2@o}Lw7)~Nuf_X=Gq_s>RhZ6ZvfT0M~MtlYVeGu;s-zjOP} zDeEDOJ2&2~D~dd{bbKkM7v`zheA zK)IIthY+~sq^jgHA|F8J_mrZUB?@}He*;%2p9Xh`%X7EUB*3Snr;m9io(AA`*!A$r z&2Xa-Q0E??1X0)8@{2M3;VMb=+Wyu)@NQ~bZERv2q>&AvXQ%lBj4kau!3iliN*O^q zwSf-!p65PV{h|g|*B4m4dD9K@+brUrT+xErTN_OxK0=Uo;EL{~W;P<8qR_sc(E~Za zo_a~$(H$wwUVfDKy$&M6T6*<(Mm(~2`>RJ?BbG>1pL=A}PzYkV<>=mRnp#NWsm9Y1 zd!wPElz!N_bt*L^#yypMFLbeM8Uq6;LXzor$Oy>>yzAo1bFnZ zTBDI&A(*~@BHKP@a>oN9J$`18F54X$c6q^V1oV(B{<<9}kHjN`BZs$(8(AR^`V&?y4?>VZ ztIhe&m$eYH!!ED3?T?1@ml(F++LQz8y*oXth{NDY^|f25Z$|?2Tt`Qz^N}!9w84n7 zw-&s*&9zgkJsuJzvr^S=6k?S36(uS)o=y7CoJdAUR7POT2~ zuQ|jKz@rZ)O+%hA-^oIroQTjhJ`{qqjZ#{ZlXxJ;?QRaAI4u!UKT&Izvxx{z{^L2C zEAGg3*(s&t<)KL8(G4-9Wv1A1dtp5M)vo{P-96-uuE(Ff-0a}K0i92j$>v#W7GKBWZSKU` zy!Vj8(wp;?c4ix+>-}S8raM1B*2MC~o# zu^C^wjp|z+IOLam3)Q!VJ#$qx52`Oc=dJ@=3sHT?RX5qGMzvw@AJD;l`#2}6Z}g3f zgJb@vzJY6+>$}@feLFQajEYoX@@?T3;rEZzfa+>?xy=tlV4`FgM}@3EXkd|L*sdQ1 znfM2))JRJJt*F+gnaBjl!4`GTcCHAtpt__M2-6uLDxeSIkg`FLhl!g~~6Dhl>tpUSLUj!O<*FySXBJ<7t_rdDN zjBy=Ay3nOqUGvE?RS-IIky9@-8<~Gw%o{=HjocS}BUEwH9htu_lyre?E7BIwGt>M$ z9*NH5b$3ayK`7mCyyj;PMNW`Su8xb>LtfUbDrn7(hL#jMV0LdR2&6b*utPo+KC|0; z;8K|nD9bszTrDyR8dAg=eOg%vo?X9u<3>~hbbUbMSte5m#5*pY@L&{$ipfK68)&FO ziL<2Xn#4Ldb&rI8<%fr0qqI&AFY^ufNVB6+M1Tke*i{^NB9ew03?Db1sHOu_91e%I zJZfQp^p&#$w|l_EW?O?pyS3p7x~peal_P*e=;=AWwrphip?03^3J+w)m*t|uRd>XC zy?X;0r5>WUJUVuCA|A<``W!Z8V1=w03SCpg8H!MyisNP()j~>T-k!hZ9}UBJBWBeS zQUT>BZF91BA#n4WOEJERK7cr~T3lB%3hrA`#Bh7yH1K8-Fm79u0H0Zjtd?OY1R}iq zND4NH!rkH-7RN47gD-;5&I8Ljcv)0*&8?A#K>cK4MOQ}~th#J^*5}n1Al^t@;2SIj zOOoy6@ zeB$;2lDg0{;FBonxciTy|P59C#^7-bncbkPTDq(B0Ms2j2Uy zS|3XcSBpK)nC*~&hQvl}lpVBS^8Vzi0rDDHUsB(2D*hg*uyeMMzN`uNJo_{~lcWfa zzNj^=dzy`a0L1(7@ByTKtePh5gga8dP zAxKC~672-LE_R$)7%zUc>#v@Ve)aZkh(KbyL}IY{CFGO~!zxd7fBcz|-PPO?G`|gR z3w-#68eP9nFzXt=$2`wnh-=~(5#kjw^;nuw#95wB=_Zy=HM_^OMM4@&Ka)+jWaUTq zCuGwai+0B7VENaMh|L;GAIJ71ss~*y$sMRZwT_aX*Y860ef#cu>g`T+{$LzVAx?7( z-QT~|lXh?rv%kEcZ_?oSmij*Q{t?HHBzAJ%!15(d-t34EM)jp~+yBt(0h*uvj~B;1 zG(q)UsCVJY>%LL>#kLq&dr~+-^Gq7hd#!d~$U7W%&%1lRqYeV0&EvzNS7M-Y(RFt9 zeMO+&D@0AjG8wMQ&TuE)aSm+ee{wcyPz;`Bodyw9wBX}<&#{*>O>ph?oV&Nfo`c{L zZLJLz9q{Issz*(u%b-@FO2vw|GOz|-+1!*u59)m@kFDisghqn$Ns>f;;DXWV)FCqs zC}L-9XfhxNV*Trgc=(ZLwVKHG zkTWayOninZs;ZYFR~N#VoQ+#zgP%jD%;%fc2E$-J`5kMzre{#MGf(~VCPSF{VvWoG ziuW+=z%6(2b{n{sxTUmkWj$o6T#@@><}=Vx4Pug1qeBLy4}XkAf?>@=c3TN%D#V$R z&22C=`A^zb~j{q{45{1D!uYc|WRO^}tU0pcWF z$B~9jshU#nU6J4u&qE|sV~{VK!bXOR4H3a+9l>YoV&G|WuS0Y;X&_i-?JM)G;m{_< zCwAg^Ajnhjesd-|1}YiCgQP2q04wR`1O4*JQ0No)`s!C_!I?qRbez0LAqMfi=jQZaogw0BaHl|;DF#ZJ2Zr;{ zrvd#oN7vxP;m|%qv-&f2Fp%ihw+=9gg}_i^yKrO)sLVLDx5_OUhE4A~cZKsjSbJTv z%C}Vvp4xE3+#b_^!dY838!9)!FY2CNhWDQX*5@X?E#-1ZY<$Y6`i2b5 z+u8h9=@2~#y_Mc4%+d&{J<90G^!vah>l*R4-5QWfn?=21xjYE!-X;HpC?9E_-C)FD z?vM1`Nqy;@?1$vc7IJ8wGC>M=Nf~rd9!JjBlg51Lbw#STOax1b#~>T1&vUDW8zNs= zj8mGoL_^2h{=Gp>rvb+%fem{G!(l(?1KL%u`*4Re;LIH(x_&WPP;b4JjNUIEE?}X!WpxDdOL1I)(<81 z&ZhKm`H0k&;wWk8bA-p(jgt-V-aoPCaBCwxarI4A&8i`=g>L0|*N_@akUw*YyHyKt zz~K$AcjY0SrZ1_Snj(?rgjDrIw|$WdT!~%mq&5h#L4DWk_2WolOp=a`Vh|GM#rKZI zHx`*z57K=dyyuU8xG)y}ir4@2@%`_P=f8UU%oWvZU&^BMiT;;XJZRa>PwEdCP$hd3WB>yf~CPm57XNWCJwssZSXTHo^S8X)C6#_5%+F;?+IR zJK#yXT1Bq@6_7?gO2vAo40M)BzkKvHBXE4_UuW~O0oL=~4zFo`1ni_L<3~ueV9m*E zeZ#>@z%NPU+>W_Czt9OYXVtDtTsN^W~*Z=3_IXWq;DvTuQt{C6#m?V|;&ORa^VQxl|Q zHG5e)^c)a9#57B;`Lih!zA(%s*yKL9>@I=i#eSmhaUPNB;pQS%n>Gth&8il zo5OKLCaK`H+f!HM>as1eR>dNI%~kfP=8CCq+`i118}aWZ^)tnb*-r{{pQNC!-u5Q9!4(T8Mo zG3`q}k;X331S1^f$SLxkgH$qxBV;WY|Lt=lXW6(MDzRm5yhtJo5AC+NU{1sU4kdW6 zkY#U##u_CpuT=WLtD`d!Jw_VvP|_fClbSs6rJxto!pxT@t(bJAGyRdQex*&b1%60( zaBR5A5fkKnVVcQv$K!}6lSsT0jT`d(iW`w`WDKH2?Xk-GiXoCO_m0YwI0iPh3VaON zbqvr&?d(n*!JM~=e!ucSdk7c|*}Co8sc2~1tiSfj(GtMprND6D>0www?R|?&AiPoYm zSib0Zq&ka0GnT&3YJKe(avMvFhNSykb(O`^MbYI_wftzlYZ%&j@KcK>mT&6smOK)j zkIlCiK6&1iJcs7f5x+xObX91+En7C>pst0sr)ayx#cO$}zLa^M_S_n%zMD91NO+!X z!rt$#={vuq2{hkMPd{rg4nXy_=*o7a-Pef4&z?8Sk6nZ6i$A9xm9A3Tl#&EhLmU&N z^s)g_z|&V(F!{>hot>ZG#}kLFUf#S77}_SI{M<9;o{&u`}-k1q`AeH1}Jt z2zNQ{RkaLb0lj1qZtiidFe>o+i2R#=a5y3B-D_n7I67lS^dUqUq`t1<);&0d6v*27 ztj%Xr9GZG4Ku1)9bYyXO`uT+-kIYypbgM&<`iZit9nHIuaE=;@POj64TT!_+$6;TD zEp$r=A8jV`K~?)fBfmBB#=I~8CYufB+*;pslCmixwyFJ&O#M6@P47*)eDyT^!YU%s z!7~aSXsy?U)TKb<&WpRV`o|!>Ll$41fHhzR7O;nUI@LGLMcv4~K@$6YPDj8IaRG)+S;s$NumO;`H&4c=>uIW$|zt zI+g^zPU-sSKF9`r(w{yI@x(yaJti^t0>Xh-uKp20pn=J!0*>4qF+=-ioYw1$GQeBo{;s_05y3?=vX@bGKz` z_g@zy-GUF=Pu>be22Z?g?Y$j>CUMxFlyeX_7BqyZu*)bTv zv5bb!Stezm?bhxt*jkJb(I32gcXKGRQI2M}N>T{YtiOV*Rem>eyD~I|miRQnBuk&m zqwkAE5=ngW9m_z{smonEflvIHj&pP`36UB(7Ue!aQZp=BK8%$h`&qEOFi#f^6?3T#g zgv&j-;{}MvnNxOEwZ4eH-Mr-Mp$sI*-(ldgt~GLa3&)YVt%>m7Ien4K28F<;zWW1l zYYeXO(nipTKL`v`C(@9=JFAl>hh*CV27OMvGozMF<}E$UgAl z2kakiu3MXN9j35*pAE8j4~k_39uf6zg$dlxWjbtkfZ^3-#Ba=t5yvNHtlK>fBX4i( zHdl0qAYRKK^sL(Eiga7GKNzkkK)Sf&rS2Oe2OlZ(5S_MpAVC&^@}P=0JKHHvd}+CRiT~ zN9PAN&jdOoKDA=`{Z_Z;?C0-d=|UN&gGc)jENv>mexbb_Jx>{(>C*Z|S|7`|IWz2T z;*1$TzyC#F5`bUwtiO)qYp2C8pR*fZ{}k5GNb%3mHZN6_;M zt?lNHYE|g@i*ct5n^Z1$WA7hp-jsKv3Dx(gT))sL4cfkad-=vmUZDE!KTR`gWtD_E zFSz<1Z`4W9(;4tl^W1J~=hJ%rhODM4IZZ z*--^vkMW;mH=q=bpd3H;?Ob<+A3;fctW;JY8 zA>V%H4unL7CthwfU;_D^w6-6rT4CT*+ZK6&Vc^ojwAV##E8HI9HUE}N2kh$M&=g@T zL40IlzA%VJAcA5Usk8+l$j6LE4NY?^aL-I0ZAJ1cP@N{) z)M(fPz5N>~io_}5syv+o!`l?$YN_*FtB6>^!3fH5nvPazBdvG!vnggi!TNywxrYI? z8K*ZGc&iND7YF-ikrFntugb}D;EYe-*mEobM;MOm9ec*mERMo z;}`(kNA0HaFX=;zV|zrN7AXPYyuM)xiV{S`{yJU9%}`{sd;1CTKG+#nHss!%(}_UH6IV1(0TYVf1oC8k}nwAk&Mf1Tia~y4c3b!SfPp z<|MasfjkF~>yzx)A;y}^jt#yB4yx)1y?!@b_J~ttOA-|nSd%Z|oQc2|Iw$GM$83O0 zZFo0PWeXH7q81kO8w6$d@>c7v(}T<3R|k$MD}hh*IVD@Sl^}Na8>a+o4j~%*MVVPo zh9E3?9EUsEtdYLhjAza~rxAtXj18U30+DhHf!de@8OVCqiyIx@{QCR*zj{9U)!R3w zGj6NNj_%hR_Pp9fFM_Vu?++TjY_m$i=AS1Mo_24#)3G!qd!NxqC3!48_TsYb^91yK zK;G(VBWkaESpG`&3s;>z6tT3^db`V0DQLbcJ7gJnfpIIAuW5T&Iv~3Q`I=k5{%x(( zt@F8w=G)hIy`^FvqxqI%=*h}HT2x=fKCbW^MX0_{d7hqVGQ;Gj?|!i3ZCHA@ z-}_EUmmVzb-bThO6p!l5aF4%wniSP{beP|%C(QthU#NHCYI$;?x}hW!o{=4BR;WJ( zY&+i@PI{%l_h}s!F_rOPPgG>`G0vlKvu?+xv!*p*jhxL~DrpY<;O^9U{>vqxljE7Q z%2WmJ{-D^nSC$t%C|W}s>E8qG_~omKil;#EBjXDaAD_dfbo=|ay4OID+ahFTG+OXM zL;Q7_n|vS_Io1Hma8$9r!m~n2LM7S!qq!xy< zC|XR2pNnZIMJi`6={wqnBR1>khuNUrldv>!7WQx=p?kjLY^3Rs| zd#}nx*6uidc!qp0!bN}a^3x16q-Ky!$NIQ7A_b`SA2_-aDSnte-c42xuNSd|O_mQs z?lOKaPO(Ht<6UcDuyqsznaO}k2nVkebFy! zoo@h0S#`PEP8BHcBoI^bfEPH&s2v}~#K*eoNBsiq(|~g`CBI77bC{H9)4O5?6Aa4O z?{Gv}6GpD*H9kbo2UN!%m{Z-p3)yZ8R#RHN15KYTpoP9MY)nvX)z8xgktIrN9GXj! zo!NPj^CRJi|Eb|OQ(*y!Q|oX*`$1EL*KEuqPAmhtXZdDF_nZ^5#%mN@P?&JBecvh26zIZz%P>UJ3Ic+p0#Z`aNP~1qmm-}iDFT9`zx#eZ z>wWKc{r-Lad6xH|S$oZ#b6#`L+55F;&&(c4;r?KbtxBL6c%0 zRMu%c@{rp4*l*neZ{hyhF+*}4;!@Epx+b2 zc@-@QFnalm%qQ_I0FFt~(tAIH2i?=>^<5%Bh4X7^C+|cU`JruTJi8k7eT+Y^a4ZeR zyq59md{_?{Pda^HDU*jBMeUvP=eYqM+vq@{?FeMO|4Zod*e>{N#o3fhG6&D>p`=c2 z26&d4o|NhRRajv5f@S9(FSv64;^bn-5DX>fqFz0_1@Q4)f7m?Nfz7=8(+n8@^|wyp zhFL`cy5yM@;o15S1sbUo^sV|JokFib2=tL;=O3GG5RYC($%$amyz?G(!;Cx+Vq z&$h|cE$=i~TD|jfmS6xhP4fwP=PN)aw=0_x%ojnyaET$^%~3dG7je9!oDgp2BpQ!x z%t7tcQvwdGJg_LZ^xnpAWk@T1BeO&O0tof3wQH~&h7r04!30MS!9-*216vp{G6Am2t3=z2c zC5t{`|9TwWvB^9Rw~fo#`_JYQmJ=P~@P@s#d&i-H!)sJVAN!jNhnIXihYrsahu4|L z-6~-ahgaa~_3X3036S#ztHLyC4p1SFvYwEA2B8}}eT;e}xYMor*3l^uwyYZxX{XkK z=r40>SAV8LRpEo%v967P>svV=$!&Q^^)y4){5KDHZnIXV9X0|Da}#OpNQ?}e>L^6kOM6 zuXxnIsI+`+(+-{c`Gt6w_Z8YWcHZ-mnk`!E|M>a%^8`56vSuZBG7H>dwHpj~eFoEa zJ`?b%MgaYnuN7iD65xRJ4W(`JDj*lEuewf}2Gd7bqf{E|!HG4cq`edJkm-0+mBbP! zh*rEG*$^}Ww{>Q@Qui?aL_C3L=;|z7xl&b6vOy2)^n5N81u4U0j>Erd>9~Oj8D+qY z-XUnyz?9&|xdqxzINMct>cD~5+S~#}s-W^kQt+pi0yHtN{b#Y|AyRm&KJ+rx2ifZ% zr!WiFL-o{Ky8(9bC~to2)>EoGsB&+e^XA!Ch_~|H4Wleu#PRcw;?3oF=&z;7u~Cr? zp3^M3n6^g4UH*qX?hBFNMhtB-Ib{M2p6D;p-mV3LOT-~2W2sQ7u00r!x(VnQYL|}> z%R$AdL-7O)9>5~}x^Aa(7!qAw`xAHL2gtarS{bf43)45L_<4B>EN^ z@EGq5P(8GI`+;-_j+BQl2$5q}%68XC>Y3}ncLEU-9FgiEYyz)0==>Yh9=aBLMlK9R z?p$a7cFPwr$T}Itt{9<;vJqV+!g%De?I!5Z?TAQcuQ5H!O+!Pe8tq#n_EjeuHGK zvd!fU`d4qjkM-ItY8>7}mQNNn)i}OgO#TPu7FJ~&J%wg-pRxf*-9pdmxJ`rLYmc;Qhg%hh4;~8CS`+sr%TaKOMN|^hW z32X11pHcNJ1&qrTbeAyyA3aB0j(}?tV3;xgHgGl_;$ObYd6TIHFooRxUQv__YYg~X z=)ZJ;gD#zv(_R{I%7B_I@uV>L;Q2{_T5sUq1Ihmq~KLXBaS5?vQ_=bBkwK(GP2;24Br$ZHN85xG!O)w9J zlWIKu1zUVl4%R4N!BF*)QxZIf@L@LR*oTO_aNlU$yxZj{x>IOoK3a1h_UOzq9#tEG zHj!j`EawpWq^+3z};_5W~ zVlAl8kRerllNN}4X2Si)Rl)JmSfH(=({mGcG4t8lOX}Ea&L{l z88k&~8&C16x-%i;a~a0FqNPCl2#=ViavCIejT$qePXbhp=NJ_U)8Xla9SxbDW?)W! za+%#P7Xs3f;@;;S!0<#+;R7`d*r2^Yq|he>@Eo7&sNpR@xu+#niUdS(wO2(fw{sKj ze%|ei^5=n%MuUFLGHbxo>Stw0o%w;9yp@`?=^T7TG`*Sk_zxgtZ}>B! zbitspTHD!AMJUmv<^!!%2vTUgzfWc7gCaPd7}MD3qBdLNc;n14bdJDDL5A8G&E`Q& zN~i?%^tSFuGc-l#8FJ+|*E8W8VFtXu9TUtn5HyQkqE`KLCS%r;9NU@0Vm zstnYe1SDI~uE-|K&Yl~4g#_jq>jM`l0oQDdzN9by7&BlGMSAZ01y<8O$YH_jx#ff&Qn3@gd-_KhDr&QJ zz7=r`nTqWWFAyalAdsMDmTHQ^etWGyF?l8W1JxjFMzr0+Jye3r8L- z!lR_x45#vVATOa}^zr>I7}+5{@xEOQ6Q_t~_*JO|1(R+MJS))vJtrn^at+MGL|?A6 z1KG#ncYfj@TLqSohA%7mbCNrF=W{@p`LqZfPTLC#9D9y(swh|JI)W?fp~QCT4_= z7tX)w6;om(?Ze^ycC3K0S2h=Wzqc!;6KcnC^Esa9hYtuo;_#mPCDrVckHedeXM0ko z8i)5*9OnZUU7UZ^JQNYo#%YGVfBw!AN!rmYI59VoL8wvzkc?x?f?paOpCjh78Vu4{T=aW}AvFy>9r(14LsmUHsG7eFuF!PsTA z0L3jwu4(ulg>^{-8Yk(uAe-{j@dFD!s92#M(;Tk>#cpLyc^wl5__0VNu4E35`dEK# z$RdEJf3t)XX_!HAd6g^}WB>x}TqQ34EJC#k22IwzkI?Pc^krm|nD}?Jn!tFJA^IGh z)^=$r4B30w69xv}My?@}l10J^NU49PQxP+Nytn(ZiRNS$)FGLt@UAZfd0q~2Iw5H= z!=cr@b2tgWIc?z-jdVDfGIed#x&^SZRGi40%Z2Ta_0G1!PGI?N$xk6u1GW_;NUhll zgXE_I{aVfoaPivHOHr#tkV)r)Y0}v(sPB4Cr_hBLvo7_U>Jdi`c>LS@1Yt)3@I&6b z>1xj$4E>_`M%WYM&$&v7UTHOhE-sRPRLb?hKx=L^FLyD@lDKp3>pq5WNh$kuzxbfv zr%B3V`1R19?s?wE?_o%{x`BtP*BITpqToPzH35-uXD*qfnyNA8m!VyGHI$w0+xtG=JBsrFsbK+Vb94H5F|1e*E5z2^NTLg3nq2~j#a%| zc;On5_e;KovWYOb&a}#mC$j)kA`i?cN{OKHcdyJF8=Ej`*5YyuH7}eJ7%r(3)PP=} z`a^^^`N2{THT%_Pb1*EFPN^Te$ei1U7>ST7^eF7X-P&8lSStXJMnj7a`vx_%MLh+-7vd6gn@f`rA1ffD^knW1hot zdzuzlJMoXL_#1zJJ0Jb+{oA^(ALwVFh2;z4=an2^XK?%_(r5W*eLNjoe;YID%WyLf zE8kR3iS^OZ#LAi^L4w`hi&)ujx3^@R=Nnf3sZ4wSY$=ZKt|Sqpt31T<-4C?^lc)3M z*!F>vxobC_iqXHi!|f*Z@#Iw;-t-U8=U(LF@ZNe9(3%*G!;A35`%~C(c%=*WP5&(7 zo`0!n!I&d{0sFj7#Y~yoid$IO=5)||#y(v8Bg{npNuxNvjb+pO@^Kx zoE7bx=vA8HJ&r9}S*xo3EV^fg!oN}F|&b#tS6v*bhc zNbuz=_gXy^@@=>f1U9>?V(aXT98_N?RF_%#BFHIgR>R~ca;JmiL-}XY&*LFt z)1H##I5Bu7^UC%`d}F9e-}`xeT>|K&OsX$*ZbAGD`|i(u zb546bL`{NP+J0gNXu{o6$MxtF^eX6qob|XiS`-?&;OJKlYa8;+m?efmw4p?%!_^{q z>hg;}S`D?phs@pTf>sd}YUDVvSTYZ|Syz=}Cad8aO)n2>n+=ebFpxdXd>c-)@_f;s z&;k56>XSdx?ZCW5;$#9T9taxO?h^RnqvMgl{0fl*EUvz#b}7slo~+Vv|oG;=| zE$$mEutf6s8>d~a2chOwCGG7f8@_rGr6|66! zcZ8{V3o2{!oPPS03XbwU=Z+P1h4*h{-z&y*0@OO^e67PvQT`PBGPCegl*LebIw9H@ zjjFJ-3uzdjrB~khRUVjmbEYeAOY?3bqIW-neknacJ+~x-xi|FCpgKu}2VNPp`xSOi zrnw1dc!_0J3Khcid9?=qgV$i-u5;w^;zFoD;^0qAG5~tB-fX+xu7YB3Jbh_PJgKJ^?hU5 zS+Yqr$|easUVK&vKiq;;Q;24#juJAdOZD_|xI&hWjZ)J>Tj20m;zvnsDN<&7syOoF zG1?~J3@rZPi%huZl1%yZP%!yX8y<>P%KA*Tc?LMQlh`9 z2&PNnu+G%Qw52AH`mW>q-t-%28{T&CW$!iEpRA{fmM?@R#wWd##`{5hH6O{ur7E~9 z!r|B5I}SRJy_Z=wFop>;tQlO#ATaw`MDqFhHnf-lWDCZ$MOL0Y zDMil?L$AjyK1L>Wrf&5KzGzX)!Cjh84{a;zau$(1L;~D|J5LSu(C5*IEf2pwMpBw~ zm$b~a5nUQ1pn6*ZO`55RJg1vM%KQ3|;*SNetM6jL^J{tFe)Ulv@|8ER|6SCb2;OF;u8AEPDD~Ize7U2*e;^?mZ;%|_pB`oIj6?!NaR`aA| z;y2va`BHDDAPz77@%LUyF@lqR>prP!(jZrqd+0hQ-g4kw{qBqI3HY+w)8ooT7nm?R zmv}|&4v-yTEzG_*gw~^qW;sq{g)m zTweO~y&T8SlIcxhjiPSY>x*Ax$5oP-VXuG2KW?+dkHhRSISCLG?Z zphRo;C|B(L{{3J6Ev2rn1aLCc!55Uqy|O;tKtYY4o`U@?WKljHrteB-fl{y^LeDdHxjU%StNnF8X$iEImKtNJ*Iq*DQ`*DM#~Y5anNq$yGJ zp{#J^^dM805eZuIK>}qN0D1-YdCanz!}GVZDN{QTpz3|(9J#d*Z7MQ+Et=`!(1^W< zI*&KBee~6*q5UrCJ4jsM;aNkgdF#jSuu;oORn0RIKP*R5pK`o);v>+6v*OJ{2Y*y( zGu1#vXMo1Hnc9}@1JH;cqeFVIHp0JMc01re`qUteLZAWEMU@^xjnp<$_7Nzhj!}_|YE06pfr`0vxwh6(OKyLbOBp zWFm$c|9KCMew+V!fB%#}8%c=5H9w`W7-=4p_ADD+S^S+DEn* z%Ax(!ggzt1aWE(_E_Rcr88WV03ogjcgYm$U9VrzHn7k_>(if)yJQZtx_RIW&R-_S= z7wOnwsg4KG(;`6@7bl&+UWU+jeT#>K$sD#{upocPEenK`66Nc);A1adgp{Q>IR`X8oP|R@9HRMv|_7%x)vVac9%_N=msIQ)b=jlD`48FVTf*F z35ZN=q4wM^hum#BG`jU;AjkGa$M8ZEv~LSr^t(6*(#~ib&pTSc>CMqR&RYs#fc~E3 z6Z~H=VjLKo%})e#=ynquOaI=E?g{e6K^5BOd|LUfb= zEqste#H!&_3Wnz!sX{a=;KE~@F+b4{pxrT|@)UV9y!N?`k$Gzlyeg%U-z&6$%7f+7 z^)gq0-RW6w@-LE${j85@w9u27=GQoSM2SN zz71MSdL9^{ZKF_E=7IpkMX7ix{Iw3c>s!4dm=uJ#>{;gXZ8Xr`+9C0j>-8`%qVP|0 z*(BH@`}u?9StWeI-y4#%)(Y;oe)Hs?dJFYQjE&wO-vTBsc2=JrwZMz&6EOV8E^x7Y z5t{Ve3YIq~9rX{_1|+9_OKwyChJF;hqp#Kk;X89a$6gjvB*ZT&k)ELjZy1nXf6rk7 zH&Svth^^H@xQxxO@PMCC;$(WPstGStBGuXc{Kp&01_~~}{OSW9lP=S7aF?S}?ZP9Q z_fwEC8{5F(8Gpo4{+icJ)f%aGjFqn)4McR`PB>V7wm?7l1sUarg3wa5xPY9}ZLA&r z*B<_D<^Q^U|8MR2-`>CdecLi$F`4ji*wO>=Y^H0?U?azUZ{i8 zdfEHNkNbcyzR!0R+P5&3X}n5Ip&XniBYoX=y#n^Dz>ic#6QGe@s6l423HCH3A5NMs zfJNC7@;VVq_^Ffb(dWvmpe0(y^n&#-_)d|J=VK@b^oa5HziLK;R#}&tt~tuWe%TIc z3XHv`49(|Ib&vx(9vXEd#}6Q<#0z_3QD*oyDNtvh#v8`jPCUOk=K>rZU$XZ+E=RlK z;p4*(q7WJVU=8<6f7E*Y9P8nnF01<{K4SsZLeDJ5i(dg{k;C+7(tbgr%iC`ZF0jF=YYt_NsU%2R zqGw)K1H$~t4oWd~bC^8ypcJ$G6dchef2}Ni01a3kRcy#Hz-&#i`Bi6cSbAu+#66KtAp<)7x?6Rx`CNPVL$=hTNs_sLPjoB3Xa>yU)20v4keC6 zbxcW(169$M2pWvP8e@Dq=JC5Z5ZZo9CKKbYO58E!Z~UVG;^{w%A;n*CPDY9PZ5=D@ zI&ot1qdo~zwylY{y96MOiXhYc33FH$9@5;mgaG5w4`vhDlj$m{rZ?GO7AXp}eobEug=>PcyMt$EJ?Wkkuuvx5M1he%B5 zqPjMc7>j)9X%vLglCQi)1L}yFChqt7!y1^iURoQT-V3(I8RtgGD`4LWV3hh;2FhQQ ziCJGRhqI#2+$7T`Cs}YmT2# zN#D&PN0A*qSN?N}PKy``cRhW-rHr7aB8n$bHiH8{HOr?WF9QkoT9vhpAMo7G!ykiQ zjBqEmpZ*eo7mTgnpWxni24_3W2{qrABdd2&9sTRkh{vm`e?R@mN_ixK`Fj$Zfmv1=2ynwmro0+2FN`FWlM9*!q&oyY|9`mRR}a(d_bNPFy^HiHAqx7zHU- z4|FE{ujakO@w3FFeQd)O9N(RgJ}&)u@jmu`tSd18%&7|O^($7Vl`BH)u=VZr^Yj^* z^KAe99tqE^IX{iZ;U$XvBFV3V!)v$}`P)GShxg7%t=prnU)bx#bbKiER!FeV8*Vk@ zm@~)WJ+<*CE6x_@Ptc3YdtVFl#$Nv~j(dx|EIn7uB)f{NW zro|{w$o-NNYJG`6^97MR zd9M+rcM{Z4xT5&N`V{hAu=gOQ$o|iJXq;U8&-?qQY+X`1^4hBwt}HFfhgWrhvACJg zZ|vnzMc(-KfKf3}4jdyIGkFUi_ge3XNqhk3bey>dvl^jwbHwNyzZqcp{VvCS5_70z z_pM^hSsuu++*lmU+<_5`PfzVtF+dNo$>)k11jyASVAt450$vv+>z%x64ykALi-gX~ z0#={NqU%%Ja5PEMhOzj?6v!u zQ%dHL>}CFml0gKlY>h(f%eG<7FU`~kR8%m*M#Qxz+Y>h2&3d*s;RwDaKj#toQGrYk zW>aQUBa!^0vf!mOe{^@UB%sv80ELm;Gxmx2qUrDCUG<}y=vO%L?Ly3XiWHgaU&DS~ zLvDh^?f4P3@csE1(j3ulK>qzfDWh^ZOmP?O(Q7RRL+MIObeQ+|)hqqaq|pbkw|4>> ztu#UdeAhx3qFLZ;G3@4h+#Hrpcrm5x%7f9_#Z|%K9T-10>a6yK0j}D41O#{yAjM<~ zC;mJMcsD0=oyW%d=uT@EltTK@_t={MeKF z8Hk7u)|TsI)sT0*Cbgk;9sDRtOeAq^8bqCSEN6aR0RsbUQg45M2TZ3|$gIy+!SkPp zXH3(#Kra4xpZ_5yU%Su5!9e^L=&w#+8^y$nB$&B=U);F?nuN!L7Rz^G)VCdJ%5ys^CzfFR7@6_8?o(QY!#;*%HYQ1rtXz|9c8%r3)R9`{7;N=^DTtJ zw-55a;o9>bBnBVn!mTejN$b-2Gsgpaf2XT{sVYLCx<0wpyv?kOuFbhx=DKU~8UNOpf;*78oZFxscOB z{|Sx0r9)4+c_WZzyx197+Fb_Y7<;Xdey+Pz`WdRU4wB_<^+z%UgS=^&cthMn;;74w zzDVKsGf#fZc@%QOpC&vpd4L6Z`k(A5Y9Q%Qv*xs_T6mK%f6-^43s`Rk^^n{yhrhKJ zLF}Dk!1GQdoFwus%vI*4+1;H)|9y#0JhQAHk* z$?D=A!QX}bAcbajl>wUOe0g;ufdJ8oias%qlYlRyg1ZlL&Eas)KqifoEO=K@(%{4M z9S(_l5$s_2=v-78<;cZ*kl-T&-dKhcu%SP9sY~xIs&OFP`Fth{O?>MOV_)(|?IzQN zyQ+prFJ83WBGwn3dHiH-^12q1ya(g(n@v(?z1+X&l^eiy!`KLaLdpIQ$u zo59AP$_Ab!@?hjz3fWl64kVDjzb_rY0Nv7?(s?uqP-~yeW$}{|@P=lyPM4=S%(XIj zL3vFU=$tSZJ2|rr&CUnYmOY??{(Guk7So`_R> zzX3EBWBk*csForoL!@8VFKw~rgDP52(2102BJPm8FF5i8(YiAUh`^jr&F6fBYGYW{9@WJ8jfXSbymG*?F$V5a*4lp-kt!Z^{4V*2sFZkFHN)D zOmo0fc6X7&+YE~S8Q&Tox&r7Z*8_Ixcc8*u`sB%2CYba>>dL1@eAH95_&MkCCCDS* zO`D#LIcH7k+~LpN%V1{mV>pfVHWXNS)t-PkFN%uqrJuHn2V|OjEa^4w1SnnI0`~Ra zBBDQ(^(7NA=*mUz81{O96#eGn`Y?+LA~S^|d$aeE%hcG0VZjYVc3Z>C*(4A}a`ClI zmTF-2_HX0afBW;d^U>elKTP7A!Rr7wey25OqrzXq#m9L_oK2&}aO?4u?4)~LZoI?t zi>c@7{PZClA1(e&yBJKdhpj&yOC;8keFUoq2Lgku>`b`$I$qiMZt~Rs!_RE5XHXC> zUfz0CPROh2E%y2f_j6b7?c(^B;f2Rz_s2NA`45Wh0A@b$-|v%oR3pia6o)s_1q|n6 z;^F_+3z}I6C(`d?YXVOkA7+j*RIvOPCeHQ|6;IWUc*R<=Q13 z#hc}Db&K9q9p@O_49Ud;i1|a_G+K)}W`5Z6_f}NE56?l77V1YTVK2jL87&lWBicr*PRm^P(XN7jm`! znCOK*NdLLihnZi$*v)K0WD|hYMwF=P{Zx_9^N+xploM6>#dA-8r9z(>Ng=^Gc4Xzu zr<%0f4V#{HwJANsN9XU@3V#2c4VB(UCf!c_4SW5v-cn9GLpE*8&xyy5A*Q zD6~=WbckvUQk&gj*c)boA5!0Z+$$D9`)ugj`He(K4GL<*nV8YIEs4|1Da^h@%#Z!) z7xZr_b+om+@y{DrDUraJjmgZs6~I(>cq0c6M`w$@qs#<~+9i(ON`>&ayNFsL+W^oi zVWt}~D2H`Q1ay7kBOoOr-~<=J4X9?W^+K3m6l|WKc+~J`4$hpq|2Q_25dN7zV|bf+ z1L_dgQF7ephRNc6hmYJ0;JxpAJliYc;7NLYb9vSbtg|Df&ow;+xjz#In?~M?q1%ceWB;6A1}C@+2C0w(%YnAMr<5W(-QVI}H)rq4T1*pBK`1n;Rt()IbTw z*T?NJ>m3Zd54UQLUqej%A34&=3SknSgSixK9q>suzr8Aw1Lfz{Gml$j0D+TtYV&vs zp*K^h;{(|B5{5VH1 z^y@w3s;pN>%rmcDZM{-rurGv-lUFPEn(KjRRMUsIsX36~jgUC! z^GrZ%dyOGux)4s_pZPvGIRMUNhxgG2mcx%?8TV9sN5I1EuoDEwZ@@mHrB~Xdq9B+y zz>89H9^N!rZ&X>`BomhL5&m`?o*(<=fxN zckd?h6p6EKvu&jV1iL-+Ugx@(AyKhmXFya?7(6Ux4SKLA+2 z@*9>i=0elx{i`}=W#DU8Cz>2Dgi<->q{BKhAc>}oC6c}ZGD=zA`*dy*oV4yQ@DhmCV&QZI#_LX+iXA=i)HD|s~6x8mvaUbYlcvtbQK;W zy8?JjM!s~E&cMc|<|n;{M`4I~>6qE3CDbYHVm`#T0<4X1d$vg`k(;Dh#9M`QO#U&2 zgs1oXk=22H_w{2o=x0um#*~{kqAn`@{)5H@r5k4`(fbD=ag~i~zo47{(Zhdq@o)Y8 zuiN+k)}H_E{S(FCzFNhJ+ke2uw6NM$_!{dE^y}TSI3bOzfBPoN#q+>`LbI`;W2w=HFAY;brPjM@L>rr_}2pYj?qXvg6ti<8%)NG^mmeW%Y+TzdzC z?s*Y@_R7Jm`}=A3Z8#gGe_t$k=3fZEhNVnbvG3B=I0meXpAXsY zYrziDNH_6U;=qc7_A;&fJk;`v4-yF@f%g2Ty3Szinb+8~5fSBSIQE7%JUPq&=6QRj zWN%4;*oC5-D~B_%zv$+;^ih1sOAt9~!Ds^uJdf7&+M5Bv?_Z^jge#Gjh$d-cZVV#Y zUv?mw_ea^^eo=4w8l$bs9mBj@dxUY_?0 zp<1D|*NMeCpgpnb${v>kiHWFaeE(zs*GB{gSJDb$UBYT)1JOgh=8;BX2oMV^RU-J+0E<&A;imaim=VxfW@>@!qcVP(Du@7 zQ%%y1Est%$1wrX={9bP_pGOTUcZUULR;SkZ1H#V>?Rc;0TBQT?Dlft>yg zEQcXiPRx~!41>zUj@p+kT2P4PxJ9&<2)NWI#v^rn9_E4%BA;CdVH*D~kYU|`T-L)6 z#ihBS+%b#Bglh&6P$%bHRuu;Usr)2oYGg60&0jYKvPVvydBIhQ9Al@rrZ!`deecCrf|LG;cFj0p0?z~)9ldyyH1QtloKKrO zSkXiptB(fRIRj8A`==-SA2I7e|MK78&PRWH|L$y&S$<*0?LUa(>(?wI#pM^OOrawA zVTh}LJp(!Uw{ZMb5D}n3`uGNxpX}QdI%S0xuyWJQg+qaqO{`2AQJ$`L$q*}_A08KO z^P9!WIrr66sqWig<>B~~3ti2XSUn22a9X%pf!jZ^bEI_Ip&7@wW6~lihDUICXE{k& za*J_zsX-l4iYyMVXGYnFYU_FI^B6BpGZ(dNVCDNi2zEycaClSVPIg`=#^J4c-0<4T z-5T5e|F7R`Yz%>=mi5RJ81$AIf!2Yemg zY6m@BURC}w88BynJmyqnGkAU|LUAuk0kS^-VJ1S#3*J|(EA{Jk!PvXqi={NHn0&f) zMcHm6&^vW0{cI~aoVE~sSv0BzL!&YtkaGwFk@!=`M!MUf5}*oAPG11FjuDY_CpBRT zWt;-FvLfL1Cnsq*Ifn`oiWo$xNn{hI|M&!oRwIHSA5s<580177nQf(x*-zoFy)Q## zh(;exCU<#xAO;0;o!%$vNW%D6hC8z#N;^z-rKP)yn)(X@gD^=IMdtRO-~5cp6Y0!y zagl%$4RN^7H6N>i*(wSzQN|pcO}$1Yb@35AJf+Vzaef183=4@QGMK?~uWuI#RenP0 zmn(S!#7>awJ*{toZ$Hc}Oy0NtNe!zRjK33J<3~=GVvm2{N`yRwB}(z_r;v3;Zp{0+ z|6AWMwI!!rfuqy?(|@F)Q5_wpQvK?1aq=e##u9Rt$x9tf51WD!U@e(0==S_UrS5}O zaCEPC=mpmZto+>(o|{V!Y1C;vi55ZU<;Dws zY?`nT6zT;nC<62Rc3(c3YBb1^di&Uy7}Qehx<@GGkIdE-J;pHcdYC?K&tv6*qHl1_ zDq`Z-rsbk92Ql->3Dc+FG>=?GZrM70!M9W3|jL!W$5)%cXRj3WVV>=j)ZWsLz9 zbJDJQUo#<}P8NAeWIGUEo!Y@;%z$p2CofZ7YX;#aHd)193b1e@-Cw_)2hgSIDN`Qn zg5}KaBF)}kfq9kuo%5LU$E3D(R^FT=hw!ME)Ri19xa1?)JwGA@QmHbj?J?&?23oGx zKf;_Bc`7e%k9Q-THGfwja;dOi?9?&HW)typ3HzfKO<{AI3dDRo z=*1k~8D13&MhaNwTLZFS9?PX$9EP1>QLWX9Cn*DRxwyoxjJ1Fd1-}_g(iPwl8D<`K zJ6@og;~ZQU(*-rzY)~EH8tCQ3S5xX4fd}d*MJ?!#!B#V}_Xboq;IPN(pFS%1N%g5DZ&v?<(9g-de_imfCK zAc5*Y)_F1kZmy}tf0)ezR@A(GjA>bLGxQR>#r`KyZ}Va6OnerMl^cCF(=ZM4YYeaY z^eaIhb{Z-Hb2%{Z{NlOI!Y=qA-SPAR$07J>;{2oU`w0BRSW33id=k1B$rUd8Xv54E zS3EvR%zD?Du?y4U?T|@iPkBUU3lN>%qImd49TsJJsInfa0JaF9QS6ELtrru*L z>-t|;z{cq-z<1PL|Zo^plp$LDnf)j4MKNAvlJ%+9wTR-D!o0f70moMsS zOuWFw)GDkV{rLKxZJ9F#+dg*X2>JXv4zGxq=n!}G|Ha+^(J`(yV!Bi7IJ~rG^)yvC zaCj%KUMe#y!QtKL5F#e#8NuHF50|EuP!tYtVYJ?3iC`RF@Vm!^TOEhDzC{ZUzD$87 zUfeE>d_~~B+vnQ{-U;y1^gT)CrZ^z%&7HU}ng!j)@9jp1bb}>E*-L(RGoYjR7kxpo zHqd4ia_ZM51^7(KJ~lw(G*BeXzu|Yi3%U@p->@4h_5b4JX?*b z`07tKGshvb8iM<$4g67>txnPS>09WJbno{2BoFlLQc_IcB~7#>+3ebU;EOhn4{*tx zzlJ*NB>p_?NrChRmW(^n1wc-ZA-X9r0aosiL{gN;fR>ryL=8-8%Jv^if?PTs!0qB$ zd=0Yz=!tW!7W~pRZ&t3(!1dHE=eUv@hW)wLbD;eWCW5C z?@8^OP(UF9w+$D<8!&F_8`Ep#KVoFUuYzSV?a;ua+P#XCVYLr zb-ur{9dPckkv-c?hfZ>~!PhT0gTjX-K6n^^saevjYCQzQx379B)c^7ivMNpkFzj*P*AC+#T@WQ$9yc!j#(HYf9Q)I3;loGeR({VPxrqpQOKUMlzlDx7Bw@nhpbt$hwRz+ zeP2TMU6y2xC|h9+LtZp&)8W$et*r92&XSyUEz*o15V$H>jgv{CAj@0J+FQ-`4ErO_heQD z;kg|g-*&RynLEEfi2eLWX1j(ePjGzOS$2FjJFoRiENv<+%cX{+Vdt^FGeAmZk_Y&+5?|Q1t-rtOw0f z)2YzLFU!Z!u^yO48*6_0a1NH1NHFS8F#>DNxgEZ-I!GNgJzc>*4#vHX1jw~@!uS;QVU9$sf7u7u5ZZQ9@^wzuAi_9!DA5CkAurNzud6VJ$c9U8pc! z!DxV23YD&$ar2KEgL3&?hlnRI`$$Z*ep2kl1hJl59IlGPQjLFMj+>!W_x z;FcVViLp*U90+<#%^5}t>G7R!n(LiGB59{wIIZ%aKGV7K^h+$r?pocYb+c=*t&s6SFX58$6L^S|~c9`@Qze>r3< z1I&8kUL96Rg}w>%aOd>v5$5a;^i#pxy;nRN9cVi)OooM`j>TN6S|L-U`EI^tHPQoxK=p3rYE@Jc zJJfw3?vExOo(qw9tb{@}x?~96$HR5S7Qk$p3+~eETAsTf4`0$>Dt#6j4Mw%)Tz;+> zLRv$?Y1e^n@Q_Z!`(AA-)JV&Bgu7CF+DN@Wrvq9S=hcW9#CgmziMZ6|x+Ciz^Th#-J z_!5!Cxn4ry$^&aw^8N_(vqIMLO31r7eD+pl0vt5sv>dL>2UG?FOww8juy|YT)te)+ zfF#1V<)=##q~u$LOuCOj+s_3mOV%`KOdIuZq_+X+w0EzN#z@17TOtG2!^~jknedZ_ z;}4*V&VEuq{sbUsVJ|fx=z?9&S9p^Ze}MYsAeTZXZOl1je$A(1gh0J7sg-(m9TaVm ziV_Te4v1aN-PP> zwda3(|M1Q45GHEGWBI#O?9Ih5$v3h1;y50oWFamdQ4rUXet!5$=6efiF%~Y5TbOxlx3r_q}P{`pAygF#KHvu=j6OUq3|lvmHB* zGE<|tB1>`lT4mf@zU_j;(qMZrt`g@TWmgFQFiXPetNh?fy6aUbZ2RK6>DqT)ar)YP z*t=kIsuL@hH`3><=)mbqP`#T$F^khzipJEZ{VJ~inca!O`fdr3IGfZxYP0}Y_L_!# z;Y@%wL&9T3Z1I?Q=FJ!Zx*}Lb#{QX}y%)qrQA!r2ra_rQnoH?BO&~n}xxz@kG;Hvq zEvF`71<3aT{qQ+v}qz{cQ%B9 zej6hjn_V63&?KcDae4uiWG>De1R&Tb7~Hd7cn-{bpp&R5>OeV_-31?M^H8YyB8^LC zD54V)?X*8?fyPK^9jjD4kY=Gk!s(~#$o6HJUBQ$;GInUupxaPIc(MtVp>heZB*Qnt zks%K(k{XN^b0okkr-k+s#AATE+$q*t$s!mMGCF?Ks0Y0JdiM6w->Ie$D`@o3N@e3!R>q!9Lfbsk`T(+#Zm48K^UrozYT z-Oho8^`KwKtJK@&9PAh+WxvYA2KG!U)gA+9NXH-6qf#!btFCsym@H*c8weS9$ zK;?K#w2!bhR840qR3{b!mFHiky`Zgw&eH{o4F1F5<-(G6YZ8PXJy{zwL&QPdfob;o ztqycIT1xNP*DT~j^k8u!9kbsC<%~wJhbd~cM)XoL9w>-g$gw8>66%jAms2|7k9-tL zn3sVPilnqvV}5fJDlT4)_%vGpLOC}yGLJ!Rt;Z zJa+gXKWsIuD%Y!tZ%kCf+= zFlEhyLd zmYFcr{Q5Wdq(OK$n@;?To(F6zeHd==U>cI?+YT1)U544S=Fy*Q7ND}X(l_EjJ=j;@ zdG1qoFFZZa;}bSV0vU@x(jNPL2JI8@L|Z(}hqPa_n>}OM5M2_U_5PiI`$6XR^Z)w2 z{8PTh%&8`a!l3`NCr8BOl0o)r?8Usna4482_JcY)1aOFbu$ZAKgijvkh>%xzgDa1Y z<|HV@z)iiisv7AE&`Tb&s%k0@Z7-WN@==@sQ9d2ipJ@x>=Z(_-D+%2|!&tyVxw8t= zlc-*l_L&F2mAwR%TQ0-*{krq7Gx@q1z3^7slGam2qaa zP#sBlb95_);gB#$>nl4o<pUM~{n4t31w(W8$SJW?8 zBg12%g#5>g`y%Ci(6>vPP*Gh0aUIj~`LrJfEoZ;a20u;)etTD(DyG9Bk>-)os23r? z?EXBrm=xxGY@W`?EoXWF<2&XS-sKqRKxIf+U{(oUbki=Ke!QA|8a#rteg7c#MC%d*nULrpCf?AZ+%|Mej2+QV0- z=u=4lA(1&(4@~dU+KydbwjNYr%N`R4N3UZn`0_fp1Tf)g2-8GasCK5zI=v#T{4i$70PAKG;i!(yS9 zhcpRYxcq~2^;}m@i&tUgBas)qD|^+kn1A&d(UJl#KA?I_bfvaj0xMU(U2Dj7z6(2! z=K2qZeg8lDUGvT#WK;{s*1uXoOcwPE7azGr*{;Tsp49^?(o9k*dSjq(oLz^;%X^?}A;~&RNeo`( zv~ShtKLN~!$62$Utd9*w0{8&M$=;O^SkkZc_;znw^dukMco--#Sklb||2& zrW5W3dSP((*X+HJk4a$2J9tDmCLCIUd+$UULx5ej!BsNb0_bv+=R)vg7oZ`*f2T_q z1FuUz<+rpe2Y54++$USa;K3y4B_`$L0RQ&&q6Mx(nA8>NmwmY#eCGQkbZoQ=3f}0u z=c+ajZtb$Il8&jvz%rT0yF`3IRH*W-j$9!$yCv~eH>M3_ckr_Kk;JJ&CL!?3 z`QchudKZ$u!*CyuDi1vwn>ZAbEqipQSMz*1c@ysppFT#`psH<%ESWy*9b@&QD@CEIF0NBC%DE)<_5I(3FbJ@7o1z7mjToU%h zVYxfUV$Ta+=B7H+oSyjEC&ja%=0OKv4T+46?5uP7ST0C_EYUdyt4~xxJAJl zT(5!x4aP5=#P>n(@%$Grj;Ubn#NWcN|Jjefosa(Z{*@cvbFgB;@fBlxh)rv8B$kib zYo!b$ZWd$l&CD?7zdvQg&G!S3q<%CouExquq+o{(s|FUk z2Pruee8ur?&7HN?lx$r5olWMZp7H^XZ(X)p`#C@1{DHzlH6izpL}1%n5A|gVHN&;{ zR3uEm<^_&#Z;F4{6Pd-uN0x>n42x56`Zk7($c&8L!?xEtao1>?6Q}R4ZbeaoCa%63 z!>bN}*{AV8$HgD~p^l_=L)`-^e5bw~q89<&8tz3?P6xtPCS7^z6(8`HFH&Y!Fb6X4 z+^g=JZUZ8CC(Y)v1EEs(z^9Jy1>n#_=j_};A*gF6rS`~+8r%*4VqQ6t0)rdp-_E4g zgO2l?2Ba>9aHg@bSpHxV{I2#{;Nn+&p3fo(KJ8Tw=raTa`}v$%Qh;mV_LY&)rK4ej9c%GXQE3Mzht8q0??+$ zj+VZ$A)?iM;6z>Rh(2$w?MGzEVa~sM?vfSai3DFvn1^Y~q1-?ZIe$4?v~!&D@bV%N zVtDVn7X0)REaRaQe-WPr-z}9E-d?PNNe|YaS7>U(Lgt_m-IW*cSG4Q_W;X@6#zI-n zVloHMa5Y}tl-7bJE7O4@8j7U;fR7zp(k2rwtN6o5xM0Yiu03Bh-gj`Y_TsX@)8jslHR3cN=; zS$~PT9(*N~ds9MI2u+rZL|q#v!JGX`PKh!#*iy<@YAePMHewm>@mx=aLZt$qI^ynw z#v^O^`qYBZl6gf!X_y-%M0rq)i?ktG!%L!`j#B#OIJAopCH%2B6X;bbgs<=UzK$=L1YxfVR@=U*!hAlRAsRe)B>y zoaC9YrZuPm;!7KM#sdZ5H6!}f=`v1mTbn3)>PsscoD(nO_Q^zo69GP)H38^4zV9OE zVM7$XKbKt)>WFS?rM7ID${`_-^C4d5p2*Ry9>SAy$o{<}dA+qK4DleRs@jSI$JxkF zTZ;$5q1`YUJu1xi*T2%!Y>@-k2jaJWn0A1XtzX>%=Yrsmz?0Xs>I%Wx*n}WmciDQerb7DrJkt?{4IpI-tfVd!!on+bc?1d5VC`Xk*(^|l()5meGMapV zq@>O0L|-ywsEm1MXHpBqb(svphy`J^r2FXrOg`+9Ugf0`={B_gtc=eqC=1PJPgZqp z1fUwrCu?3JnEff3n6>#`oX}{~o-Lb_0y-pN+P&NBiDazww;j&PqgN5#36o{6@P^Tg zYs!R4;1>R`^9=6;U@PZZ^MG~~(7(Yb?$wwJ+0Q&NYwH^U6|q?@gy#Zb>eZ2RlPMKo zoqpf&m8~GmD6XCJJ%17mR!Ggx31q-l+0~JK=GP!#|5?fr-vW3OFKZ9wya9rpKCYj5 z)F7_`FH0_i3?Sci67jm60##S%=^B|jL5-O@{fAaTSUaifrZXxGwzQ+Utu|ZHwMygb zMgnChHKF{=^W^|UFV364WRCe=UTd;h*>psN=JO|>I_RM7M)8I$9&hxUMds8>&fkAN z*Z;bG|8MR2-`>BcB|I(}pWLzh-Pamv6jO-XKT1{n?9#d246M8}Ic2W?wrB)6afu5z3`tv6xa972zyye!lfmlrG6rfP=iOcsaSM}pD*$u$T-Lp3?ns*9f zank_#*;75Z&ws%esnK7ZkCjJX9`*mwse;9~^km=7d{4sS1ord4Ec4G`vG&wUb4`rD zkdj6pKDy1X=wK5A{8t1*uUf z*J2`7q4L{Ms_is>K#X7WVoo<18t@UzZkg2q@29gF{o;a9z`5(pga{w7C%yrADB4ia z_T^hgKIEY51wU&a9t%XD@s+m|b3;ISE1dU}}7iF}3LDTxm#vq1|&;ug^`-|=1sKR4o zlIMX?f`(UiQm7F4DRvs^Yzo0?l6bED5o)kqFJr*Jmjb8fh>u5os|Pxej_BRQ@iH1Fg-y59Z z$q>trb+a}^uz5;TNF)p8;9D7JoD4*J>kPSP8Vr#YiO1X!CQi&xT}xCqE{7IwnI(TO z^hC|h?^K;*7 zrO0@=I18S57*lFQ+X>z>pIBz&3xE{l#g>9gMc`Y~#7)DCLhw#L4PKxR4G3&Jx~$`z z0?WarWi#(4;LdVAbX}wn=JoB+I+MQwz7uD=eu=9=BJG6J&EkR}Tz{I%v?>X1zR0{- z(@+c2HliPE<_p5vD?-y8o@c;`MNJ0>p*GYY!Mv8eorlKnq`z)n2|z|{OO2k@rif0r z^;Jip1A5o(SkiVy0m&=NdG+1%Krb;{qWP{VVC}>|w&HKR{&qh4+xyo;H|*4Z*b~ba zUaT|U!Zbp$SncGa`@3W~zVz66uloIcFjjuI%w&W`NEnM*dRAYx1>y4dF5VC^RQZXU z|8F`J5XlXyVe409gc@*+ZPL)^%I3|v#VtXwe{>-KA73zNm5*-6KF4wBSexW<8*IKxNuLF&y zQBEwJ7%ASmx>O22jP+8AUgL!;RZEG3@oZq>VT#o2)nU~5{NZgs{%`0SQ5$iWZXHth z);oMMGy&1jDNWiPaYvl1mvmWOv{1?<+1pq%8#J&}VH?JVke9D)_wh~_bV;{ ze!Z4yu;aV~r{EYZ`eCD0D694FJe&}NY4p$Y|ED~(QSovn%oVOMpNioL2m=I7hB*oJ z{;vdX+s{m!12=-YjxWY`U3aYy; zpRn*{-Tx!2H3Nz z-YN3Iwh$`iV-Ltd(S43j0ZmbG#^m72<)Lz*ZuLILT|6DqdQGNX)O`ltm;{~`_Ev!k zr1F7$SGYlEuL@hx^;np5PLd@%u@vY>_8ql6#S3)_K8IKFvjN$r?Z`mkIwXE@B$J&Y z0ol!-NMu-aLmDzWB71^bNceEkxT=f|y3qIHRmvhn5nT`P`b%Aq^Oa}3IeY;58iVWk z6t2*KQ&U~JMAr{928;?*&dadd3@3WkUKqlih=?7SQ8u+CymI0eK2X zt;c_+gPu2fLF6;MFk#g$^06>E(B{r0u_}#*`cEB&V?(Pzp1}R;U#;ozdn^b4{j3pC z^2_i1JKIa}o#37*&kbH+5nvyEq&*gX8LRepb1MUu68`+_Y<%!MV^GuO33l+_q$0)L zy$)5TWi*k;C87(P5?Zf>-H~ox^dos5ZS-q@qI`=n)dGh@+`%e(A{5%{3sGd!#l!s+O7SbfINQY6N zqV!9aeAf-`+^D=F8+8YG2T8mb|H%u3Nr{3ZFEfC1m&pmyLJWMVLKA+F+6kVz>Dd3zrBA8{+Z_{JYBH-epS(3Rbvr%J_N0M#;cV= zoPQv1D6~EQ-VIxS>}il3%U513?i}|Ll~#+wVzX7Blf^x0Sj=E{t?@boZvNhEq_mYS zja$F5(~%IKE9Jq~XAhVr)|jmQ7oYvZX|eAv7tUbp;XnWXb2)JGzA@6m#YfCcBG?r5 zaq$sjTW4}BU0ggR!#V9scoI%u4|d_2#U$MNQi%o2w|F0%z7#8pZ=Xxz^xgY`zft0V zTfZ?Lb;urI#pzq}E5X#{f-9`<>pJyCF#=p&=v6pV>IV}X)|8(e@djH31p_s)nUI{+ z+rDh76Yx(NyDvp}z}xO3qy-*XpmnT9E-{ZEW-4pxyFQ=+M3-c0HC&?LO%87-`^ie+ zmSr0o5s(h~f}a&r+l&JJ@WNBo;1WFF9!%KDcLwB4G#$QwB^Hu>yKzK0yaHt3?EL0p zb{1Nv1WR#`@&l6duh@$8>rhF^7gv(WBy=?Siw8Hxo`rrKmhrOFL00oezMUhrMeWIV zUI#A7p%)3pWgJs3=v1MED`TiEGLG~AaWdQ$jvs%_ds!+BWWIe?HFCxudd-kss&4cI zw5b=(A1h=+rZapBV>T@yL}u&_$uD;}|0e92Wm6i^v^igt=F10#c9SgbG9Clg-(wau zPenrkd+=7Lr~=&DDYVMIl@5!3Z+yLQVHmJ%r^SQvfxH*v407yTa?27L+#6gaJFbt4H_p z{UFs#3m1G=Pe3_Z-v5<36NVoz^#2;#0@$u<2Ojcqhk+!wkERl(0gttmg5iEX7}!e8 zAaigGc%05z{q7kBXWylzsCbnF`HHgV`e)K%s%bWJ(XD5|5^uOtmRki1zlm}(#ODS+ zZ`qVcqhg^XA5f$`R0ih0438Rq=7ATLrw)IXWdj7E=Sz3b*P)Z1cwe&X5)jODdi84A z4b`spYBa=ZA&J>53#=?m)CGi5?fW?#`GBl2 z$8xcO4?1qMCK6LqgBE7|@>ITP`24IGp`1`H=v*XOnas_AVhWYQbphi*X8{s6W>~vdsYCODN4;7O?>d)KoHaO99~ce1Q|6=>QMTL(8YC< z6vUdKbVFj>4bcRze3f&#g0?J|t(4ARN6nnSY1Ol2Q9q*(@F#FV_7!$E9dii%%P9QC zfBtqp`rG@bS+bsf^%jml-KjWxMeA_!ghYF&y-SD7CmiZD_9kV+#V61lZ(hs?J}m#S z+;~NBA|ID;C_VUo`#S@U|1Nk6-jdO~gsqQH*HX2AI1Y=e`3s6?F5=qrHH11-dv(}x zWQgaRVbqM{TRo*l@y1NtdV}QB;}552GO_KQF}xU`?}&>}v`v4>`6S4Xm2PZ>4zlg9I&J#=Y} zDeM*S1G#j&Ybh$8P-j3~{p&XuzJC)L9E8vk^PA$XixI} z<@WJUi1F;BgiQNl^x@&tp2{o1D0cC1;+UN!l0Go^EW^Ku+CO~GV-U7P$@518!!@PR zjcOJBAK937&hVP`TMwjB!a{_k!_5QOV;84*Zf6lbo!gM_;~a&dBFdNc9C2}7`*7-utL`)oG@csqMqv)lvN6fNG*1x{TkbzP3Py7Frx&}qRZ#UY*7jJB7rPcg^ z?-+Niyrn0UiWjqq3UvkJxu4nTSTmvJjVg+g=PdxO?z3)^dBE_H?VcA#8K94ti`AE2 z7(O2%UVrw42JAoX?jL;^2K8vy>2|&Df>AP?sT`9;s26>=jmo?i)X3b)8R=1lp9`J3 z$gB9k$PH5ecF{1{awIa~?S3JcJ&+bW_LK|WVr2bg8gLraRknHr7!@N5OS9LKGr{QQ za~B2y3rpm9<0u*Z&5Nk1{A!OHhb5B8`pKg+B8~Es{i~!?Fzd-SX%?ySGAJL>OICW= z!$_Usl$Qg(;NH{n=8#jKP?kxa%cjl+91d(b77?ET`whkCDvvz^w1w|<1noTF66xXz zBZdrcqU;@+Yn(8gvFFxQW}yZ0brtM!Mqx1MmZ_RHcL`W$$#s$~zXiYWikN`geSqL$ zZPMdXRd}S@Sxx;7FA$hX&E(?_gO}aQwG#sh!6v)Q=9|MjP$MsZ|FbA7Sm)~(I3Zt* zU^7{4&8r}kWn(OmkJTh|_i2tj$6W5p)n;Wr(pv>ZXGcw9_)kS#pr~ z4wn;RVDfyl6?`7~<>_}(H{XCA2)NEWw?1^Z z8N7bK9!}U74_C|eBBP3G%*Q<{+3T;&xlk2&qash zXYe_p=0tZWtt}^Tt@6EKZ&QpW_nEYAGbJHOSzEjQ;%msU;*{~`tU7w{^P1jk%nDgJ zf0Zod)} zG{x@Jn-`9YH;8|T|3s&Ro4?2Kd}sgWj$6Obl{d5Hy@JcX%o!V0Os2VoZ9l}DA&H9# zm)|hO#XRmtgsZPd%>Ae)ksDh-?nk^@uSwCr`0O7}15)1XnSAzGIkB|+;b;9g|K{~& z^N(*RasJCq`!}lc95^|Jm-BGaVVu6Nd}bb5#)M$oJ8sE0EE9-(pLS5v_Qf7OPG1Km zfv%-C+0=;PUN8 ziXiv9px=k&lTBO_q`mKBaY}p;Ox}0=UHMZL+J5*Ht?>OUsL$so9Y+|xC3;$B;9U&V zJb4^?nfW2fcU9IU(=$M+crJI?vlzXm3OUU&ABt?xMtGU|TOyvEQ`;;s|U! zC0xM?#XRTgwG8OK|K$SZ;v=B$?@683kC*!mtOV*NhC%f?v)b zgf7>IL65c?d-;VDKxX%rotQoedO5vZd!q6L%W0~2@ScX9R4*$?ttgndkz9r* z^CI#}t{M!{vPAmfs_wPr(&%Ly{Rx6zM?`h#4;@v{iw33n0!s_L zz2Dm&ko(=@*Nh4muu0ChZ%&p0=U(q1PpxL)^|-eAy0r)Vd|1rat2qM%^i0T^1PH?; zL|-*mxM{&*_oAI7%`iAlQp6>4sRZm2@}Jlpyal6Z6pag4`@rt5*bnPARd^@3D#F2$ z4|HGs!~;aap!PF9<9p48ATj7@(3lJll*fN0&bP-38t$&nw8|8t^>UtypmV|K%**&= z6O5LqHsl*0agQwe)KD3wwssAL2wTpWem#etD-|65ChmwXU(migCL@hT-BTl+Cv4$f z+sQqm5`VDheWP!P2;&c)eO%u~=>g6*6Iy2-WWazS;xF8@UBJ%rq)zjS8-yAPZ#FRd zV{NlGF8MwZgf9~t%tkV3!OLg-Xy$krRA)ISGybLwlx@k6yuwR@;_r#>&Ug%fB@M&i z+h0}SbxDP58J&DU*I@1>v2hrDCL6s$xqAnwm8Y4oVb*6Z;>Eb3Wp*Ik37@WG__mZb zcxK8j9QoHWm}(SRqNSsi1f!;k=qI253r68<==z}@<3ZE&h`oSEN5#|;#fZBpcfW*K zJMoXL_#3akosa(Z{wXM%k0HDwZKr$>r|)hwC)F4xKmO1C3%?cQ?BC$@WxTMk9>9r_8K6e7-r7Z*LFZ zDXrf3ei;jd3EN&t1Y*v8ic5%VX(0upJx!WZ2fi@5@6HW})_fqF?P0?4DiUtV=X`LL z>j1+o)SBmA6=9tpEj1h91gD)Jn@lSD!2)SuFYrDSd?tQib|irf`W0>8Bo|@=OlE|y z84?QmwB+Hb<#1CIucK@zMI1{?Bf(?el3%_ktTBOlg2Fjv)<_ygb4{RoetcS*G4x z4YY@k1|M$;`ow`AY3D(zVlFsuV*5?p_&6g(Wv=?kT)6xRmx@<2Lst)hT`Bs?`4 zF2I9%pHdHxmOM*W5nfg#%ed;o37TKJ=I$NwhpN-cRZO+npgqFz*ROh3n8+^NaY=;% za7FWymsqDF-uynjm~9udcH8>tp;3L5b|(7LQluoBmwZE?{mTqhnDvj$7Y?wpFHb>x!VfBp`yIF@W`gM)aseL~ zHfU|}@Cw5$BcPs;IMyeZiULiXSIe%tpqh>n`KEq-MDqNj zDX*dgde`gKoib^Icx0Sw%nroSYuj6t^?{a9#P;}GE&^|`dg@&xXmy9DS_n>$RJ(w+ zWA(R1R@2~6Xp*>2(j#!rVfN!GUPtK2XyUQXod_IH653wRr6>0$-+nEZ`H(t~XL zesDZAG}prGHqdjQqK+qvg7z09-sZ4(0*!p{bNV%k@K!WY8Z#XixHPgKaDb`LKjQzS zkvI$FP7%^e3bDiEKjN44;3+^W*!jESPAYn`l|J2L>5A_BN;Tv(GeDxVwtCe$Qs~3g z?OLgPbL3{x^4#IF6rxY~AtmW;ivplk31_(^;^jAbn_*!ICqK@%A8CpPr&Hgxy}{%+ zk<5BI$#Vw-x@^;H&oS#IYxj-}x+abQV;8DcnIo9(_i^K0Ixapk`u)x)$!=VH1Q3@@)NkP8DQ@CZ>-WFo^cB9V5^Mg` z2iuJa@kOb4i5mo zKOVY!Lem`*(91K7-f{&`de+}lV(fKs{Ta&B?roq!<5P;Ts6D(>p}pF*5D&ylnYSFC za>K0X?*5>;W1xAD@2q*KKXftNoaFj^2drw|v3dD55)xA9CfwNT0{b7nkFCThLQ0}3 z-nVynz$K0%errrT_IS;-z{+YCAmb2^9pz$&yx*d3G<36o9^G`QK z$9|INos9wNQRplRoB^zX2YVH;ITMCg_5Ihyk zvV@kObZDa`ynvU;MH*G)4qq8Jb?&{o0nBaQ@@d~mgLxba_c(=`!ByvnpHJl5!`Bnh zb)o0tK;Zj<<@?3lP*d>pwk0(gAXcKkZ6WIif4{rtdQ$y1po2aKvoujqfcA9g%KHxR zgiNSEK3@^$+K@MrCUb(Xv>)omJ^f()*69-$C9;5>(OZVX3O2Z$`Ecn*6ccb>9he_U zO+}keD)!~xxS*%pOubh81}KN*AelQ{677DYA*fV0N93|)oUHF85Yhh0ad^rWi6Ztd zyI~k?Al<8MZV45n;>H~tJi+vT_10h96uFhJJ8!j(d5NKMP#u)mRbw#R_X1xtWXa zGk}xxZTPY%6;Z5b%ZsPEAk>sCu~DUuxJ0$1A0L%O3kMU-wB2T?j;=t}=BqeLK5oK7 zly8H!qNc6hz7|J3(_?zJk1b)%6Or?I&wN4J&DYA(vTks;B&Ut&w+mRlLr1i2k_xMD zl1tpevbPu_LspJ9PGpd@6X%d@qiYnG4e<+Bjdli4; z4w#ZD+xh5k@1I1Lc+x|8Yb@UoxWSL>4Y+(l zyV%agu4vr*fQQy~8R{9Fu=QV0x0l)q;qvK7x7@4+a&i1gNSD&%;Ec;JyjAkl^353~ z?EPQ9#ga3J;OZBzeJ{ZmX2;4`u3v6QIgx=KNBRso+eU*pz75jVw-&vFTW_d&%G7Pi zpN_phJ5ymG3KNh1Gw!~Q6+LdptiS%jF7G%`s2#@TM@W@D9*A|s>C17>!P-d#r>_r< zx@OKH-20G~K6h2>HE{a=Y4=Y_`<{j3@lgv{Ug@M5Y2yO4NfqMFA3H&Hm6EG|cWi-F zlgLI>Niy^@{P_U2*Mo9xFJ+Z9J!n9D`FcB7FxXm8T)UIY0rfS@o)(@a29pP;^>r3K zp(fM8{#;ZxIH%um>yuy*G$A=0O)*#xPTY&D?(LR`gQO+t3rp-^1fM$^APjOtj6 zAmILBZW#?u9Rlr~-p zk4iwz(~q?3v!21I(i~>H=8N#osbt;l{$}`e_J~EY#sSzTm({r%O^H~ycoM0(!eE}1 zx{4pm7JN=CZ{|q%|NW%rJ?LN0A5*ds@JvV!m_w0hPM7D;TrlS~D3(W^x&d2^F~=48 z+W}_=a!=L=$#9{PjO;T_1F*p(F1l~52WQ4#|MnUW0?`qds3#b?U=96#)~lwYpi`=6 z%_Ro&{$I6SGtt#d5EFVyCtn~CsxF1e#7bbkzjZeoP%94y&d5=`lHdRjT#XV-r@i3- zGyRnTgA6dzrF+Y-f)=hnXA280p#ZkcY;+Pgq7l;)Cr$3v+>F?oraY8P@f7n(c zH^B*tF2)y`YubY8@WhyBp~=wp`#0T4=X#K5*nX%T(?8Od1D^}MLBIsBC!hB^2TVI8 zJx5c07;vwj;Wp~_gdZbwy`!bF!McYKfzNy(tot(hSlXr@44QQix80V9a`AplYGv$z z<&e?RuMTe*AbrV4q&yv59V1t7D5ZndspDH`KT-k^OF0yFIvP#tAL;xRZHew*VV`^% zp@niK`#k7g3!~-D@eHPRL-gbtPw>ZdVH6WOQ)oY7i7rV|J&jTjL5VEXn{h1`koM$B zmPbvl;HMO`&1ZEdczipGUSHl8P_pW^?TM$ri!|{*x;c$NSp9pvih%(Xcyua$gg+Dn z+*@27>*jy~GJW=SPly4(7i*IKvL}q%_88S;&jImg!-IRXf?(7O-)^4U4L~NFv|hMX z9ts-1onfNm07bmaED{fWV2_w>LC8=hU>_XEo5ed0EqY=;>bg(?GU@MclnOBYo8Xo> zylI76`Bsw^*tAhSOPmIOxG1`IVn0;4|0>d}XWJ2X6Gcb3-9)=gt&qgFgrrZYC?ZL5 z@wp~r1|h!47usy>4zV`hTFlRiQwBVfzEvLg5@CHT!l%$dw_^u7@ zRQxLC4u=A=i?r7DCH%0edbCjd5kFY>Wu9$+;|1$0p2<&9l!JZ;I`8-ILSeu19NDYS zgW#f&!4Jk)D)6`DyC?UbT?7d%`V)0Ie()`8+G(DFO0ZDy_Tz966{Kt5i5dkY;3#wQ znUv%hM9sYGk+1HLg2eJW<;64+f$#NC%Qpbxb?cLSlxK`y_@;+X5-B3ey!OpEbXI61 z>HHOCE4hDWLD`hsL!^-{i{NvnJBe3Jh;A5iIa;Z61o)Xi0p6)$vy(s;)!gZYuTzrJ)IFlGL zryjQc6eTOc?-HE9B6oXCYgz-R@0X7}L+zQk_yvJZ^{gQsPTxh(rNuaB+vFOw9aw{{OM}7I0lH+u}GSB@z;fAkqSgfD#hlS(_4& zmXelEX^@Z*kW!?PQb8n45CoM{0R>c)5DS!)5TryJ`G4O%2e|j}zrXYD=e~E}edirM zz?#`>_NI&VV;UvSHlBTUvvN5pw`w@!U$f@)o-j(g;cNPLt>{Frbg z)31cx6}{i`EjT7h4s@gbVvy=`#(nFv?_-)!0K=#3SDTz9B2@#nz4k z+HIoPwpX)y9AZ+)(19Su*Vbe{&?jH^>!rU|0v4)+zGI+jo*@`=7v5Hnb$5bxd54OM6TK`2b7-ZS!%g2 z0SJeWzGIWSeT;@y&-DwxMTRR7XkCyD_Wg3B12`3FaGF zy`PTm*4}is#y?Lq-wLtXpK=c=PU*-8H7Y>y`}rvKeRzL6Wcyv!=@iV0pNcO~PeDIt zY>IPB8G)f-kA449I#hG!d&U!{NNh5!hVaHyD{Psz1oGsyG3ELsM*n;fjQ8mIoLD(S zjL=QLlWeaDc3pVC2+vh3%+gxvHsU;pwdvID)aS4Sr?SP~7yC~knQQl66_7Xs-4kZj z?pa5aoi!KUvXTHY6CM*=_EjU2d*e&prwxEdQ|?p!oj7Ff^zx;x2?u0&u*&A$Cq@?w zD&Og{dqHyV+pCn;X-J7=Yo2-6Y2f$oGwq7Ij~+xW6Bkp+LwhRq{a|ixWW;9L*c0!&;t%OzXvfjhhm5wNn{=(+v11XKUu%l0yMsNp|JY)L)v;sP>mzyG z);^M0XtF!$%54KIR=|Fe|FsDA$h?50`?eLvM1S$wX@2qbapI5ZZ3zhe=>F)BF5i?i zjg@io#`}AZY$A-VDZ|j~we5vdH1dOv#ovE<<; z7mIcL_6tutZ|1qI=Q|Vj__G=&uIF)aEhguP4c7Baua`flByR9)YjM)#weJSMa{cT# zC`oc<+BAjw{x?3RF(+aNAQ!9AR3N^r7mVJ+(L#;FY~5NjstFvt%Z zh)b0nnVtWvH-Fm+%rjK{a-OI1@O`!6s9artaeQ!)eM;7grap)ALAnAJs&>$GC- zPs%mrD*`a4=?@p>@$<$7C#8niZ!2ShW9r!fv;x>JUYWy~svbs@KwewJD~QR5?R&^5 zV~VkV;jedO+lM`W`++<$rXN^U1Egu>8u9DWlw@b`G{RKN&`PC~AEfSmPAK7a5xDQH zB)u1q1*xa|)YL*A!Bf4G)K?W^FlKEk*w6b6B*Mv0E0EwoE$|bMq{#!YH#HM3+PaE7 zch7P$XOdvkP7Q+Y*kf&pj=nxxQ~Nm@6arC_ZfFsD=F8j>j&Cn^nYA(IxBSo^L(#fM zYEH0LB-EH9--1~3ANuc=bB6rZMJ~ew@o1)kS#7_tKh*g-iMvviqVxlAL!Z&h0_?8l zW3FLG1Mb!IUjm$!{s3%ARO8&F)o~2D zz3=*bM;U7#tSRCo*oWyv+_u=GpodX?Of#Y{VTv_5eYzfXWgkXnPMh9X zt^!Tg&N3t9W~kAdSn2w*4YZRf%2+m7Ag#yF&$_yzz?--L$A9Yk%=UtR+ zB}|&rivgsz&U0*IM;exOcZ}Sfpnlo5d`K-CJ$)fGeBGQGm{=WdP3SS8uZ8=1KUk8frkr% z``-v)BU<0T1a_(bL(Z16M=j>)jwkQ8M-jHr?xT29#@Pzd-6BbGHpcJwtb5F66n6(5 zy;!y79+Ls+%XREnec_L8{%rcmx{V7Gdrvc0v6G>yey4kH@$;qq)QP6k@8Z$LQ``%z zhXUaFk5m1Wf%i}u7RvmSOcpxyJzCi#*^wK!#;0H!XE;q^M{#&41_jys?Pfc|4E(C* zJ9e5gpxYkw!#9ObV=|Aw@3avz#6CngU>83qV|$M+x9^(~z{;3@de>y=VdPJo`G5C$-`aYe38{fx!U{PqbJXt*|g?0})AK(kBAlklLc$ zll?&vKqioRQH0?>(kFZnma(jh=ii=fYe5hSxqaJUvThHwh9s^W-9mxB#p{liJ+TFQ zUNcTsqF5ww(Y$E2AOybq(TtyHZ$WkKszuU{7;Kk1C7hHgh}srk-F8hn37xzillxs# z5q;E-Ws(;=pu&yu^jl4K6r`0xqlu3ft8tEIdxe`j_TKqLQCNjCcBJl-&sY5Sq|1jH zq(_Jiu-C7@+`~r-$L8Y2FNrOhVIKJbs_|*q`ndhuaq*9m|92nX|Jm{Uk1k(#kKgQ` zkd5yNajc&trFk~iJH+-qwhX>v+~!r|dAtQ|tZc**hICS>BC! z3eMUzf|?dK>*c?Hu?!1Zid@eJrY|sCEpG5Dbuw{ySbc+EtK+9;Rx!Kv@>(uNmF4?4 zzTd~Js#+SXjA zc$>l*s;_*mEB3vB9!F*qPO-3p6+^6+5g7~8Pic|9b2b3GA$ll{BFPAQ`0Bj_($w5#a+E&poFn3od$?jCA0RKV0l-(4Qv-Nwx5_tfdd)w$3u%H4Ku8*!$ z-#0^b@h#%Fb!_3S^B1W(9ZR%Zs_nQxS2R${J<`xqxs6Qx6!k_EjsyQl?U*6!Y4lL4 z;<^SG7x>GG;^db}5kdLknw+4MP-4T^@RlP1U2`5_DkAa+buo`{BFhrwoO^}Xi$@m1 zY)GCTJjagi?ESDrGU@~zpZrI)_+pS@j?Kl_)yyy%O4qvWJp<}$b_=ta4#03#iz}(* z$FXdp3x_4~^4*V@9-nm+z=$u9dL}vI{n0T|$5?+s3~7Gqk+(I)oKh|XeQ?}|QD6NS z&@-+A&)lE7#J8Iv0i4L^k0Um~EL1Zg)?tAxUN>aFuZV(Yg1TYhUv8luZL-Jo$PgGT zFE4a9pGI@C>h5f_oG_1-1@TvrA_tLW`Fe|!px0wj%q5b5qMvO!x7_6m(}#VuYiEj) z+}y{l`xY_CyZntH^aMNF>bZ|X!OscM^)8qAhtcTeaTf-*L}qyFYw0XhjDKEjC~@yG z3&3Jel^zguFu+vh?j;CCD`U|H@Ahts62Qz0oK&S4^|0=SR!-^J{n)DFMA-Ev6YQnN z{wwcp31F(~YW5sLD)@Nhl&R5*C(t=!{>pdA1_%SAEf)%`k?}UhtkWN&fqrsT==#Z0 zMEgzt=1XfMI8snUdEY+_S;1$gYkgd>sGQ`%SV@KMTDz@K1i8Xs;~R%Mu2fV;*%7O! zdW0sM;;70K(WC|-sf^LDDHl7l0?-`NG{fy ztC(RxRHvFI%rgTp%I0k>F)BF5e|r6Ssczjr{_uL0k_M-8TFs%}uFJ zO{tf$gUs| zPOggeV!4XA36Cl{jf+Em++g0>1yl6>(hauBquYUuQibdG$_#FSr1Ac>UMskto=q=P z8-bpFalNhg+8Is_jXv7jmWvp}vxq$vgyC&1+}uA(jZ}0Lgbs__fJfo32SQiF&>7;< zW@C*n2s16J7B=s~H4fXVF&7nL-HIH>TgIv}^UD!u+{W#(2ND^+I{5PleIuk3ZZpbZ z2P3m_NxEDZotSM#t*RPk@TzOE{SX&s&E8i<(4>t`52ed`%Clofn~43`Tl!%s!zqc5 zr0MVKWlc{cn(n-;T6ch-!^!f@G&j6^ui{&OrVI{N$SmsK6@q@%tap*JMNqq{oW)K* zgDAaL9Ezu=;e+Lf*RCrz&=J{@}$n9teI}X zq+0=LtLk!{pfv&)k3#h?E4nC(OHP@CJ_uOU7&~w0=OCxL`wTmcB_Q>uN3lYMIifrj zdb9QEc2L=36{&P-7Dp9&;9R@7HT201d}JqyLX#;*!)A|N@axaLPP5nMqsIYlp~SQz zz`uj&ur#7WQoA$UA1zvgf9(OW-aBFF$NX!GPTVNMZ>JRbAUuTYSiWM^G;NQ~b!&?k zS14k9%w0z>ILKkrT+=_S#JMraH!2B69BSCjsh&I`KQ64tYPs*kC2j0eu5D+wqm9luxRq=Hl(>&hW1fFIXpX+|x>h=aGqGk+BzKQUD+`CS5DdnRU|5H&-5j7i5i6}JP=2Zt$+(?4*uwb|dPX01SrFf^II6Ca=Y zqXAW7u`_&+U%lGekc)_|bIv@M7KXU9*u7Fp8WiOG%el#d?0_1kE!Zo= z7s!n*91YpcrgjW#?RV(1yUKwnH*Qsw(B=a67SW36B~4UJRk8OekqI6G?a(Bd+oTc5eh>{QQzPXZDv$dp)b#J(gI|fj00Ra z!;!V>FvDf>Hk6ky!hX5(9&WIvFsPlu3A>bNepdaQF{V;?#nwRwu(SCs<9)k%G5jI- z@hN)h7}1NG=obQ_m@GSeKI^Sx_;!2f$gJDJU;5!%Xa57jfA{hIpB>Nt=<;=BXncIq zB)aaWs7J|5c}3x|bYUK=_52*| z1XWt+#{SQUshX?{3LEjT^Jn(wWbN9RFG#KoBTGL$fY!Q-*AX=uwYS#m{m3WpsXWd2 z2K~5iq0Jdo8_#3YH^1*ceRE?y#o2F#v3W~k>-_AcN_+f;c-wk@{Ob9S{?|6CWMkf)op{{dL66L9nI44qC-GP@sc5WGu7(D z&}|5H<8sB?i~1X3yxYkep`BB@fpzC>i`eFq z;W1fED_k_mdX5u2FyGnd9;k*{3f+ng;pfF#T5_(P*mVpeB{|I`=gx&SM2YLgBuYT1 zj8B2#f(kMXtFCr4O?f!%*tp7GCrAFGykTK2Pn_PdGa2g~$)w4%nU9 zv;17w6|wxXAO2CYa@gaCv)$oET$p5?C*hs|H7s6Uwkgq*3u~8^Ytir5#&Y{-evEjq zV~JP$ii;&AfJ}_2#otC5X%-l5GcGiQ-YsYEzR}S|Vr1dY0r>T_yUdTMji=_I8(*3V zJb#D*kqIyJ3%tLr&&sU$>9ZXe(jqUNuK9r@aEXZMC$#~9#*t{eZ{KQIr!y>A z8ksJ;WnNgdw3g{A;WU4N_^@LiQxZ22Q;R$@?A}j?$I=p6wayLtp0(@C}@J zi?iCQb0+AjJ%$@)N9S1;vFp-IY;RA?V(;#o^hr8%Viyz#gp+$zu~sRXiC6uc*h?P? z+u@ViScOQ@uwLFC?8Zeyshybs@qKhH`E|OeXJS{6PT+Acr|aCm4QGHZuR12Whlap5 z4+d}7^g^^4Z{6WX#t*sEs#iH{b&xGX+RwPfZSW-C5KGD_ikrKl^cD9=cCYo%^L7|M1Z6x$s4`YVaq}|oH92fZz3~va4Ij4PKJVvis)|+I zV;#QpkOvbMX!>a4tBujXHeriluJv(ZZT$G7!9Th``lHJ?cRAqz`3dQDf3j#?wp2j1 zv3_7!_88S0>9BP?FAL|}ZWgqj&wG{d-KlW-VyR$)#kPh(sepvFbk3p|wZ9bez-vI)0EXLq5i<39It@d=cG9W!! z-g6eV>v~<|vk_qz4j3n3ydJgl;g7Sih92#ubE!($7s~Wf{%S7lm3zL$gg-C#*KH{sEL+zmF5A)7z>K2YZ3ni?<%T*>Th;Wu&UfwnZb~ZI7DL$tJ@Hn8Y z*OCOc{Dv!b?)rdI)u(;CJllbQZPnuv;}Kv}`Y2`!)u6WGaz?d7|*qx(Kvb$1&agUWazMEt-TeRk$#d+s3x zg_uX9@DD>YuJf#l|IJs_SM-UG_snbD)}fL?#yD-rHZy(RvdtT5+}$Eezp4v1%8p^l zS#jt=u?w$w!cNd1nx)u4(xEN(BzgfI?20!zTS_r)Q!e62xWdkAaja6jm%M}?`_w5dxylf+zx-rv=lBExu}CdJ(l zr-IY^g>e)N0_bMRlDSlbB=9)T8!GjSqf?7u;8-dC`6eu{rDK~4 zFV-BzB2XtshLuR_-;g?W2&3KcILYTTC6;M?BJoMLB-W?kAlTw+SHl;sQW_$= zoXSH}(ch2};}3Bw|2AAh6r(}Llon)$*!J;+dZLeSuU*e<)q$a=?S?YC=aJ~^-ldL= z9pHLKdHU;$czAIsml107}yy3>K?f!bT;U+Iu z-Te%=*h7vj1r=sbD~n<&yYzS?-fzQ3_p$kSOG;s?=~^8JQ^~Q$wKur@y@lR(hxA}~W#GYGO_69YcjU0fiWTr(auu7cX+jed>CO|ayMUdU z=!HVS7Syj+BG};#a7lL{-+g@lXUFqDx_p1Y zCiy=q(tfuKb3VN^@Em(LL9MeNJ+mJri}@-6$agD$%$36^mGbCu^&B0LsQhSHGIJV< zx5e(bqlMshZ39nSfECh;?e7Xqn83f6j-To~{SN0IDyLHnTHuk*R#7zKg)SF;F|`=e zf|K6PpMJK5BiU)01d%2t$Q&?X$UZTT>pHBM|KYMCbO({qeq^=WG@ez;Zrh7LdI3{@ z>^ordlNWQkZQQmz$%EM>h^O8qB**seeYu}s>JZiv(WP~YZyT0OdFE8Tt`ycuNT){QKWVUG^Yh_y;(7f<3c~pOn8-npmOGxk^5$UyJM^B50hs~SeXBg zig|Kw?5rYX>ap9rSoqRw^(tC&%yxjL!o429udnN+Rap5}Y;}ZZQeQ|4v!~yh=tV+~ zrE{2+_Xbmd<5#Y}dSPB9QlDDXVJ`^|kjYQFB!(V)Y6e$**M=@HatrcoFGQ9d`)1T1 z2RDcvO`I9c(P|ONn+v&P=)99hGN*bg?)6Nao52Mwc(@R7iR`im8Z%e^*%)^WI?VD; zl2$~a46DY#-B~+exq@Y`><(T&9p+3g6D7zd+HQ3~Y_q@Jzmp)AK}88`PO<+sav6V4 zS#P9PsSPjIL?&2DMn{gh5|n?e+H(kNWg0pjbchmDy-BASFeHh!BT`}FPBN?yvAD|Y zr-NCX$gxiZ`1o2gdGqi0$p8-n^`T)43?&AX=DBm~LdAJ;?aYP{MDk(2TU}ck=6@`_ zcC|i%gvo0ZgQJJh1&0%>bthipVw^uQoqenU?$O!w`sAJ{pF8g@H;)z!jk`|F$Dc(J z_gp5wtuVle8NWh4+aI{Hq@7%Q_*9{acVwnH)n!xrBv^E?TbNbCoIe)}3SZ{KZX}2| z6iM-6BEyell`qj?ySCG-dRZUBO5O%frO#1gmrKMZGO8pnb~gDD0X=f;f3)-e3yA;G z{m~y?zJEaz`9Dn}g@%CeFA7NZO18xRdPgK%o~L%R@bvVtv^77fsAKN!mTXVLeVAl$Fh$ zoXroqiHey!d6|otub~*%P=D{b@ZXlF(3d;1b}x&&JHA?ZeSCHD2ldVIC7u7O=H2U9 zH?hCqMgA85o4fylJ-E)-Z?Fe{|6bwsdx^E>6_U>r>FVPD>EQp78tgl2A@82y?c zQ*f|!^>lT?U$V11g4Ys0@gIWyM}oxY7hv$qWjniH@>{&T{&Im>*}wo_NWsF(BKa?7 zaNLJCn?1SXemwC0i}wG+0tBiIj)M3rN|?$oty&3l_$8rA;CK*^a1_J;QzbZ?>?nax zL?$1@n~zXkjRb!I@E4-xPH_I8?hgN!!p~Y+jeZ%KL_)Sqtb2Q>aQ`fmBoo)3=6p2- zvs{M*9%2EAcyVTd<%S&;>)e%ea>(BFjA4aieShMC8iYM(3zRvvc~0t|<>%k?{>fkG z9@pT1AD8F4Q+bcmID*f;z!wQc=a8vh$;5|5M@T2}-D+Wwv&kN<5gt!=Oq>8Ab)MU< zeSzq?uIJ2Ap4X^L>spbs)}4R4ef;-H`k$-$CL^8dD$>+iGX zDucE{Dq}-g!SoJ9&Lnl|UCJyvI55$xYeo3G_y4xOF|(ghjI^P!Rq6efZpcN^KjZw{ zEFyvX{SC*;Lp7V~3$eJnPd_gN3Pmibb?NajY=843S(2qax%V3ky9QA$?C;q$r~RAa z|908I$#VTN#WN5s*+N70rGJxrzhzj9uDo))!8S;OAzp2jgUH4?q>T6_1Dq2fl;F6? zfX;zGf5KqthRn-@~5dQIgrPe(~6!Pjv;)3WGndt%qyry+{=B>PaL`q@O`HwcTmqJer~VQ_PAnMKs;MhPH^=B%2sL3wNxO2 z5DK@QBvVWOaR1OCX3SEkZH9%4LxEGJ8?niMEBAjkpTbs3Do+X|#Q*Qr zlXRX^AiXLE1eMf-l>-0%x1_atK5KpBveOm?Z*ATc;uHmxtRZLk)lw9k1QIJOkO&$x z>JnjEkp`Wb7cDp!TlAr@L$|wJ5?Y>*kTZ80AaXs?*$f$K_|*0zHmYw5w@RFult6MH zdQ4utJ0JcYb#g82(NL~~SC5@EnnV`RUD+LSQ2`6+&QH|<&Aj)xn2A==L5*^_+&Qa6 zd8!@hJ&FqGci;euqx>{q&LaGj0*tcMrWOtj%dZ_zC;!qa8m&O3MqIGz~g<{k}sd#Ge*M1#>GcdB<^IbbOyjN4hsGieo!$@7RFjb4wEy z{2U|MV&lSSn^D)q<|Cm9!OMR1k|7v>}ofjv{rnZIRZAR9L_W$^J#dRq)MewsJ z2uwU?yn&BV`g{CWr{A|bblEC>__%mkw+>?|g+C9)NV!k#Db7#o9 zb@CdSR3akO<>(aN=?75_lL9YyW}z+qv*n4Q@}Q$iG#4np7Y$WM4O=OG2iwGiBjynd zV0l-yed^>Ykm`4pK8O{CZttbM6iRWZ<{%XG?qfjnCqD1l%P|eBwAk&-;WVIF_Dmzi z%nFROezx39F-3d*)YWtB`oY4n>}XBYyMMVqXCWDSZp~v0+izqi?l1Vq?GZrlZMe{? z3i|Z7zr+99d&e5w;Bv6i?qR|C<3QUW zy?DXV2?cK}E6<-ZhOw(h@w?j%P|b;q$n=_Hu=s)1AV1y*?Fg(DHW{@Bm4jlr_Rdi# zkkqeOhFTDA9X2bE=A%PdCl9C(=e0wp>sb+_t{F6Ou_QU5jY?IQa*OKB*%b@Ia-YDrW=`+R;?L;=61!%=04zz)qNgtp^qmEcrD zaqZ6*8`L=5{j#x?7HICzxL&uI!97w^PseOZLA6c!DCE6CwbatnzFQvw%`5h2#{_23 z)LqA*A;~$URK@2YKFbC94%A$z~{zn zxX$ce9Z=eVY&$Q{^TqWcZ~9Z!Z2c9uG)$AFsw)9<3bZoOt2=0bbRcH0{#K9+F`93A zNAd@?$A8WCiLu!JbhlWo$6k7&Fv>uVaI z4ky1Fc3Ef>e#Yh2iFAG==(8;^G@tcHMBZ_;%Leu^878$STQD0j-75M<#gl@f`f4jL zPD$g2GarszG&F*cZMk4p6BmpS9YZJ&Lbn$a0m&lhHKPO^!~0s6klykJTmhht;Y1km3Y_Tn0V$I^p8tIk9)pJ z29HhlyT(Zrl|`Tllg0f%q=y|h;eV@7q8ma^gb^>Hna{hR z)cN}FKK}~KZ~0N8Rt2@4)kIUI(Z5^%xAgwmJjIZy&SH%p#EeD^ek>>XUHYH7#9!9j zSw#Fc;;O|!ij-4#@m_FWM9N{K-|g%te%Btq<@frRr)+LJ1wh)5pNzy-4Q0Pi<=B2u z5gx?8%FgCGy-D8#s}+9y?0aCE`lchepiTJS*8hJkZxx!wIzuvol!pjKYU29;VS7{; z+Kro#)5Eke#@L%HjtG0rW1oKJfir~VM+OE=H|aZ6>%)ifd}cU>!#?_uifzLGU(^3T zD(~y3r{x&Q=zt?(Rg-ql!Qa*2?DgGOjNby#Y-OD>)A8O^zL{wGE`Qp7m{PKI;Qgwy z3IC7s_hpi$<)G(A^Ruq&bxJkdB<2r1nUa!!K1bKDG(yia^f1f;(=X&um z42yGZ4_^5Eub(gZTj~D&a_@zdZYf_-{k5I4I7WT&Wgf^t{>PVJrjhiaed|!kI<`o5A7O1$Ki^0QV?7? zW(p*p#y)iwXHZ)F-nkX90vETG{hqjtO|Fh(RM0H*y)MvFF+aJD^Fpa~^IpD`^C+l7 z-Gi8UdK3MBjaL5asGJk!T`fsc19z2~SJoxVe)y-B|( zjS4hh3>ZR}z#Ov?E(kpx;o^}ZcLMU4xaLl>Yn#f4lU}qux7QL_1;8jPT?g0dnmS zT$%nfhAV#)enawqO{(N5&r_eac%a@9qg5TizQzysEA=(F&J1m}Y~0ElVb~V+wC;!+ zhM10g8$Hk<0JE;%6O_lek@EOh+XGEH5H`8H@T1}&s=cKkV~7ren|+Q@TfIK29b?={ z-57?-vok&ndhNs=J$J?A(M~52*mIruMRFYKp0kLW+2sw~tl~v)GK)6ZV@Cv+ijagG zxZdK=w7wgM2wbMgYQ%d`j?d_1``722`p5V9W}4&W&miIP3HC;|>^1q;?i^m&IM#LjhX3Y7>W}o6db&iQ`AK|&!)xkS`B|}F z$gaT+CN7FruD)tl02YDLHsPx}C`p7*EVdJYMa@yRk*7FB+TT$vP$>*T(=Sw>cWR-$ z+V9z@1z>0VrAw7yfm-?YPF}oTiI!Q$L`z2^ao4{ryqXdVhVi^T%e+=s(O&h?1>)@q z5c)Q+?O}E!8d?s2#}?U#_A)xto%Mc-6QjKJfMXyOw7)oz7GYP>gYjjC7TZZQ=y-kj z&a=@?_F$|mnn^N7|_~v^m!3W4}^cgX_d~#(k5T zi}5?j3k<*M3ppXW^O5f6Z*}0@^x}TwpE~GlwVTtNkv{CYAz#1ey+3k$lDS3L%NP!s zzhw%dK7)vf=1piiiD38Kb7N)VA>7C9pUh{zq=Dtr_M2wC)kt%fG6R2b9^89hbR?#+ z8<}1FA+7yk2x%j?qqx#W++~}3?kmeFP)j_*DDGW`-gtit$?4t!=f(20n6(&@Gn?>s z+N~q-zBYJ5ExjKei*)prkhepB?vJ^;Cq*zo<6cK(68-#U45Gp$I^csnb=_l zJ8!R^n^t>?9{PV{El;@zF3+PJ4{$U8u02dH`pj&r^8q6P2C9MJNaP@(r0qK90(%Gu zwy0fpL7Z8aCuzv+q4&Lo?=G`g#4g!tKm5c826$G;YTjp}zLAQlS!P<;6;nHWKYbcU z9-f@Z=2r|UICGiQrgju~+&U?@sRH!6UlJX1`;NXI7S}LLB8AfrbBvA1M{u3(U9H=7 z?tqdB(eG@Pf^fH9y$V;uvq}CF{*n)^)t`ei&5NmJ^K3w&S4~1j>S1A= z!|vwCGZ1k)^F?jqMYt@{zAN2S7Pv_#3Vq35KSE8@+Yx>xv$N%gF!LQ$MGWO`f zsD_$cz;N{@{z5Y93xg@RA?aIKQ~eG@6n;GcweGqG4f^-nw@`2SmHyhcsx`PlJurQ{ zn$wFo@YQHEo_m{(_~hbzQfkhEcWuW~6JI#GyJ(lt!4L*RWM7`N+$%s_epG1{-SI$F z@R{hxjZ*YEV?u+CXCM3&|J+S@iw>!`b!2n#JcaVNI5i625u|ePE_WwME9}Wqdp9{u z4*89-7E|vzpf08-%VU-p&ArK@xTjPLD{n`#bo+aeYtvbArDsRLaZn`Yl(Fn4c`w*y zxvt{-|JlrsWvov&!hEhtG&m-_uWzCrf^W!vdt#FbmfKB9<*ZYIyT+*dg#JdDthMsL z2fI7J>Iu8(!0Y|Eyz6QAk-CP`LGnWU@dR|DnSqo&NG0JaI!+}DM0A~;gKU1NVg`ts zt6boX`2FM;@gI={nMJBPbrck(e~drlvA$Fl`<3n*TxWy3$^0!}R2ry0b}LlMacNy?LL0oz4jZ>#dd zT956>+j!&!mE=k)ulBWj_7{kJLKdnvnNZtFgI)kkrKIu@*hELtw z)ZTNq*9YGpuLBy%3M(l+7O1^+cs<*8K_*lz~k(+7w?wKQ*{_uKNZrRNuXV^6`C zP&dNsXTPE_g>WgQ9#NoSwoW7!^+WrYK(2|#f760JsRJnEm*Vb|e}hOIpX zjQspX2-i4OM!78u&h`@e`?5Yp?bqnM?+pus;Kjhk8_|r&dZ+C~KF@P_r<|0oBRzr0 z#9cahQs2U(5Bz@Z7id9D;Mtt%@%`{+-{YZdR@MO!py{m8Uf74o0y_>Qw`zb+ z#m&~i*GVXLR$bJ#RUI0?-ldeG%|$W6RCC9j;@}g(`3B#iwXim8r}e#|iT|1u)5pe7MmSfPzFI~cc>6Po6xzcz zw(JW@lr-J~7nXl*Uu$+)gB!FBx{p6FJLd+I=i()wQH3ID*%(EGcMhQ0|803Eoh>SO z>=pF+r3KjSOl8lwaTbknn2*iu@&P0?aZXkw6%p>+N#9gL0c_ip_J#U=!>MFD%QY3I zLA!(4xdO#%L{a%pxmrCJ{0hgHv}C#v$K$hR9vVw%pg7v*++r85Pcws1?rJJ59OxLD zWGY7o11>A87xO~vv&kiUDb7v(WB0kS<@~5maMK_ppGgaU?9ih&K7N`s2+<=Ot7nq? zZ@14Y69*5123^=?&m*~isbUj8bWKrqy68l6jid=>GQW=8g~ zoCC>lD*8o@dQ`D&nKEp#gm6t^obx(8xDtk+L|?r8z>ZclJaAh&`k9-3rETRWI^%rQ zkE;V8zVA0b9`~-=)S0ycyvSDJqul)d@tflRuRny*V7gZwYo? ze1A6bUIK92iGHx-Sqm$^)-TrJ#$EIQ`}6gTmElsB+VEP!waC+9Nqz##P`m5USD#2|%;PtZM zwgS9A$L$~U*a{6_=4lsa8$<`$mfAFvK5w!IL+yxbZblb4EoZVuBtHDNw+EjllW^Vf zNRYXy=X5%*6mCqkD5wVexk*dcL?iJWS$EV?Raf9Ja?{=H8)^yE?Z`#9SC1-7;uxsnJ@$Sc4mKE&iabl#6D980W#jCPN-X#pnbtIVk|eyEF>~Q=|BD{m2v4 z3{cE+m)T`*^L(zEyQxmIZ5y(stq<%-*no-dnxaL~fTb>|+iefEKuq;lamk&$lz9oLe)hpf;RVkBzv7MTy2uw`S zr0ZKli9uS36|UQ7{y}7u{%#A9eWdtw5EPDfa`=fGAfwlJ$75V2fxDY1SW?+*Q~6fx zMfA^~V!*Fqk^1Igdp>hSl4@s%qscJp|HxT)f_ zr*^R-^Mf4$_oil1fTz$K@uO~>s-j|~) zG{(q#EJuGxO#rC3?W-xiv^jjx-{xm`A8$Vc1>^`^29@k=+;@NAq z!$XGl=&YH|OXuD+XrH>VhY8$IHhAh>{Qael^YZq`&YYnHUEeIZpqb6{hksh-U#kHV zLn7pTg&n$Fq~5YCZk|8<*K+eGwLdlRw;K5CrAAwAEgYQx3~BT?;gWt6@aQk$kp2v5 z^tWy3&)k2#23-2y1n(S)f|-}uC%m&0QLy|`k8R&WAjylW#(MG;D*wsQNq8g-)I4i0 z5sK!Z@8PmJkP`>CxrSfA9ww-*`_+uyLRp&!0LMq@wh?CC|@sG%o zXtaSp?wItU|gRnAikQ6fFHi%Q2G9zZcw+NWpl+Ro4n$I3;Ouy2c(1RXw!VD?y9ZmA_d z7IHZ#NP%t%Mty#^Upfh(++&!G-D&(-B-fBy(nx&Po3 zkQjjhhSqx*a*g0#yx<+|`duK}cC2}lbqYlcrab!2M2gKUYq9Ut^aNMWi8P7Rt3W`;A*Y(tMGA z(v|@E!YEiY17@1H1qdD1u;$CZ07oQ-6->4iBA(uTSK_}3Lt-GMf|V~7+I{v$-D9Up z;3F5?{xYBwJ#mQ7{Ymp2ChxY(43Dg$J*#}uUkMLGPP?TRWmN$=)q$ivWTcv&k^?*hg|z`}cvXpihHUyiQR#3hV~+UI?5iYF$C zqm-R`=7FtLIyQ@zt7C2}dE8@^7qIzL#UF;GEU-_hln>SShhn`HoL&OYj$&BFqX;5# z3Cz5cH@Q@oA0uH>JH!*W3?`L!+1V@C;0>m1G&MT_)z5kje;CF4!zn{m^ zHj$FM_8UuSP2fm87rXsGbSLtxq!y)iU z><%iGV5D|;v~y%QcMLRFbl+rH;TsB6#Gon&wb5@HEr2yN(4 z9fg$`jrJ2bulZSfOJXmQnOHWI`T7ciB+KX2$%x_8Vx|OtoD>`=T1sOXqDQo!JaiLu z9>H0L(+*R+KcY(`nz2U+RiIoe?IUBj4C*zGWl20fk0n18lqy5JWe*&nZ}(HbhKap( z^j38Yz`S^0eK_;MAA6BvH}_TE0Q;=@il*A*GPZQbRO@`B8`jWYqcD0q1`FL+AjTh| zgY~Wa)OI?qgT19O618MGilK}v9Wx{=(D?qs+!9S8%sGG84cylUb(dF|9^VUx-HEg* zqIA6=b?Bg9ked!HA0fID@@X2srD|VI+ZQVc;=GbMQ~ zXG4;OM+m%@w`9(Wqrw8UWPDTFe_7|mZoBY{J${9MZ4V;;R9tg=JbYHWNfmzn5+Y|8 zvf9%U1ODM^AE`~kkyo0S=zzY@NIT{QB{0S>KuaSz>3{4>&P#SYg{oTeSHVj$`G|s8z2Rt%3#>qMuPOglv8{LYIBtV2+5iv#>G= z_Y0-sjM&W+hFL3-zpSgloaX;xk2Uz$_So$-a)ER;9WE&C&W{_; zL!Vw{CDPqZ0=6Pultz33l?qRod3a|)bE9JuRmMZ4^YO-6ZSfpv&>q5Fl&wL7tMx4^ z`3kVSCz$-aI~U?nBY0*R*8v2lDythF;6sNor%XN~>w{eaIdkc~OhBj|+HmULQ79dZ zrhhKOgA4|*KBMSwhvxy`uXmG9p_s2ubmFh|p}Ay=eXvgz8TH{$DDIoVa&C>vh+Sru zZSL~CAjfh)~K@q9l}1T<0Yjqs(L;%UH-9naL1BiX<{7L#D`3NSP9mLS$?ZAu}m| z|GImg-rM`VefRr3&;8!d_c}U`eO_zr_FikB=Nk6fu66xL6ACzs9qEB3q0%8|m>E0o z_koD4KxlrntLfAkddyyDT97F9{qNS)CuY9Y<463t9{n?j+;!+NlSR{=ZY5w( z&3iy#%#S=pLt#l~5cHWNJmtNJq3BwSa}~uWcw_3W@r-o&?~SqZ0Yul7Kse#a`=-M@ zi1Y3mD&q8hXn)P*WXDCY+&`%ynmN`Owv$?1_TbV)Ux#L5yFO0fV>ep$A01;57px+8 zaplj&e2*5LY-<8=X2;sC-el)7YLe!DNuY^u?>uN?G#7{iKwc&Jk{)*FTg-4$jKNx` zoacA>8ewkM`3<6G^7z2HsZJgG19;d_>^vv=Cj7i>S|(4u3dmn?nIq0zgbXu*CO4X! zuv^Hf@x-AoP}J+;Ll^usC^VX!{h>Sg2udK@QUoAWmF#<%ka-{q-q_4pBgu7~7!UIG2*d>}2!s@J(x zg(BEa$KK`6fk>h)S|cUtC|7Jj;Y?5t@X4K@n`~-E)x2j>klZ~W_EYU{H*QB`FN52N zWc48K{kmW-RfKeutF})iO#;EI(}N!=>A`!)8nJPC0vr>3lK<^7LHKZ6%K%==qE!9bYaHZ3M9Q1#N|{laMvg8g~r!A^dB zLvVZQ&ZCwm)bIqEym6Sw0o>3Mv%SQN9YT*o`s0(w?UBi9-zunx^@ z{l`@KKy;>mv#&ZaUXv1IAj9bjZTw3U?@2e|ZuPJVF_$0+u6wE@|Sh24@E(BvHBH6!H5&d%-weR-TYP$#mI?o_4pBguE*l^Ua}m~a%g5* z7rYeOfVO`a-4K1S2-Zh18*d}XM;SDGEnCFy!pKw{c{z7GA}jWYF5`I!%@14L4g~k3 z9`^R0kSC^aw|idtH2(L*1a-T|qP_@#!! z+mPL~;+QRCt~9$4>rk3<);|bc9v;5qbGDx+<}M6f{-&&jll1ahokG0uspdTiW7%pr zJ-aEh&V&6ITwVc#l~E%z z#YXIPvXL|HZ3$3jpTA>YM1>!pc)nexzy~-H;hIujR!qJq#i_L;61LK{Ma)n4fqxN` zZCgAClvlDz%9Hb8UHba>I=L}Wdg`42uqqRN`+2%S5z`z z#g{?k=IdK%yy}tG_D>weM+?EwDvdGdKrY(jd;bBkM-d#ow0$A!bvufo7Nw4OQ31nC z+tC5_UL?jjUdO)7{&iiD*!*Bh0%ZkLoIcnv4Iyk)BKQmg@Tta!J6o;6?6r{{k2eWJ zNi4`I#+iV9U*w{rusBLOt}y#{auSwBfSUnlY2e);XVxuJ7npfSow{G%1`XRj3fOsW z2>0j|G+aT{;(Tl-H`}x+^kdKI7w9fRe!rDhM79&;wdehVpqk!JX9RMtUdXK zky8aHeX5js)8~yVPM>ZmH#>$o3|?O&UFLKgH)bVMpW1}C*?l>FcX2n)5q~zuH}n#M z8tXn}?xMyDUV8dXjCTRKTHiC4qr}A}rex}8y`a#)bVmLuGhTDvM{a)SB@iwr5AGiC zg(Iw~NA`HILsD{$0PXM|yuR$9%a_b+U_L&)qa}?QOQ(JbWsykxUXSjN-|O*P{J9=Y zt%kCEr*j}^uO5rUm2xz9vyO<;{T5`|_A$qnC!@or9o~A5IbimPiO0958QEMsLd|Jc zxcqmhFM=dp&(T8_4+6Fc6_^p)-<5xIAM&?*KOeVi0Ot1H7x%Xzf=ee|60aGI!Tg=O zpJ|V82geYjhh6uz;QU8}isSwV(7KuV+?^f0(Ese2--F*?5nS5G@=#wW-mhzgDl-0(UIS5c- zkt=2>8Ii1CqlCAn$?nf}_QHp%Z`zlJ$z%8EPGm>Mj_-P0-QF`ygQMJs%dZKu;!jUT zm7_j30Kdo9@Pt%CY{|tzpS>X+^nIrY+*7{7y=w0}O1*aQ{>tUzH0JeqfQ0>$f4?X2 z=!ShV6?zFcM5m>Go(WE}GB_F!^Wg2DTtv7wU4ylwoqBlKVR=KDegr)il_JS^ zYlCo3&DZ+16p$|MrSCPT0*G(h3vCg8)D$bZjijXp1X@I|Uq~B7&L$Mpnlk46Bnttaf(#Ov~mfy7T>lsWEX{5^s-%rPk3SigG+B0)@kFw zJx$MVhB#s3F0~W>mlZMl!=qF=ydJn$OyZLms~oOs&hqx7;Kcj-=c9Fo=&`*7w-zD`fiB;E)T+v}#@bby67s2_WVyt)hHDvlRnAd>%A{0+gHgk>#pojA7CU3AM!og!h zJ?92rc1`a&I-HKdB zHkgJtJb;%ElrKdlO(Ayz&Q^B=WjNm+%~`gU4}I7sslQz*7lK3C`z^?xBBMd&MZu#O zo^0?Gn%jH;v22k|^A+sIpRZHyJ8iy3+=Rk!-$K!S>{-jwlwWuihw2@taES22ZVu|K zZqd5aDX!KZ$`w_PUFu7?S zMA=!1u9GOrj|yZ$G4HrJ^VNQIsUe~w()<{hR1kS}l{Ovw}y`E3nE~3tlL@hN+D{Q_kjj zVX7*};^eh@_!Gm0)56-eI46ie?!OQ6&+t55iR3~GwD z*CN*e2sNtyu)|LsZdgHta9lOGD=!G`dA$xk&C#)lGw;D;a|@E{_1A$nz@w-lmK~=m z5Dm)|-uYG!1B?D|_4pBgu18n7osWZuJ!~A}C_dosi;yKkQz_0Ww!+==T=zW`-5I=Yu!t=(OZYe55!q)RoRfnI!Vu1Kk3X%pr zqWHBWCEdXFbgxOcqY@+!zjU`}tN=O_R*jmpwIF0jCfxjv8=nZPH?LcWg-aF*4h7mLtd(S~cdU57B!gg3|3LF0VZYoN^CF&ssa6 z2Da@)`HWY9Z@>TLdg2mP-P``ev-d2RC+IIkdPSjI9OBgn40eHa!{bz&x9gF@0tfZI z5B^}j?zqbB{kPBtK>}GbqsuUVjjo!n<_QY5avwi-M;2=MlGuz&cA^O0n!?$nKsZ+` zJR&xfir%zTQ|~k4hT+?9L+eA>QQkhq`>|gdae?){Q+$FGn0Ax-(_-UX92B!8!+iN7 z=CD?Dj-ft_H_1QkKj5f@nQzY84q2VTiULLZICo?0`NYsUrOF2DbSR}1_#vFPSN-!; z(OO(dc`!xSZx$X_>`Z=E)DMFhUz-ocM1V=csqxg?c`!jX(z%XJ7hZbS1T(cigaL_BKFJ(Uf7bb$^Z*A5t^MkKM53b@#$1!=!KZ@YH~IT%1B1C&o+dPj)XxmLHTgn#3R(-BlYQR&r$GFQFW1#+=bHCmw2Ts zcmsz@lJWYA1e8AAZGKji3o_UET~Iv7hBEB7He~iZ#&vh7#-6_(!b>D|72~cqv7h?Q z*O#q4aJZ25iMG?m*t9B;jGE{$&NMURraoefA2r3qv6&sjKCQhnb2qJUZRW14JMSID z7YBTWEQ6Pz$~;I)WNr{@yT^|_+R+SN0y1)+th4i;0L5ru! zvCL)T&VZBO@4N7u&GxgP9|-Z)_#*qs9_iMNwNR$aSToWk)*@%bAC|ZBnjq;~=u& z?Yn|Lkml)=U1SH>#M$8We9S1+Ea-D*K_$LgTIRy@tRL64M>vSvMPkOiJw>VsHn>wk zMO0u(1K)6+-hG8j2;01xPtiYUfTuDJSSQ3Dz%0SSPPOx=a8c#mZ~=S(UmUwOZp*U< zHwzf?^*7JKCK7%=|2xki`A%Ali>ohCjXhA$D_s8msIXc6X53MDYs-ha9V%cXdC~FM z%L8y>b2ewjLMyy0G;S1_kb&$k@(oh*C9s>T%G$-B04QXKAQ98!_`^Y7oUi?%Tt|BE zD?>uOd^01fuK4%g+dU_0zt`ip_;Wqz`dFzRk{d#LhP9O6spac0vEb~j-PYijz2^x- zkr@&$5*RN^z66dZ=JRlQ0ZLbPl#z{62TjsrC(AiK(9BrqXwtRqprM#no4`Vf+Ll-} zR0bVDk$LG$w|@*0(I^ZXT4vXE*O3HJ)fXTU_kbDZ*GHf z-ygj|6pj2peEdkzMGvRSheL+<)1W%1m_*YnW%yWHpdF7+C*Gr2{JGm80LK*P6rLL} z#%u-Z(xn+nn4v!=-+hMwzJK-QF@fO|SSeLNHoui0_ot=h?w&Em#-bHh-OdZ(Y}I4N zEJf?EhLq*){C5PHK+B2E%%TOVFE4QgPI|+}>}P5MGBI#-@%;tcc?ozUvf0F&s{*Q| z$J_av4}c=eJ*9%HPryGlcB^^uVMy9`Np-fS7;0aU8D2WRgdDW!NW~(kajewgcT;=4 zAx>C9)|GVzn&^(`ThaS{-~XDbzSV=^NBpTE726xqsM}?i`-#t1&FbkP=|@}_NVrbI zVVmHY6iOq6cN2UiCkO;(pXh~a^O@*G-IJ6F9Ze9M-Infp`y5IwNoy$~=72*f45zb- zNRZRyI}u@NYfum_a;X~#N0};dy!y{v;I%ec%FeTuud+|9(zP30MGG$QTmEkB2^ z-A<6T%GSVX)(79QX35|^BMJ%UsCVJboT9?`s2Zlaw65wt=N>HKv-=*ss4ixG!(DB$ zZ8xre(XlRKd59$DqvsA$9j*np25Iq`>{|HL{O(Jsr3*ywtS1z*xdPj>zeKk05{HA2 zcFW6qK7dDRdC^Zx1YyKPch3OlV-WIP=XQih4CLLrcZldL-*2I-$CpE~gieed+Nyh# z2uqy&%0NZs1h>V#KgFny!qmG%M>OhwJ02b`|6Y$D@uzzH)mih*NG%EH;&dEDv*@*~2c{7`8C!K!9&0@9T4>$JflXNZ z%LwX}@Wi_q@v{=FSgvlZ3v2TLe2%q@q#>$XalZH|HQ$;<$89;86|;ex&C4<=mu$Zg24e-^>+vK0w9vmg`}Y4j6aG^vzBPaDXGHz8o@R2!>GZ0f_8o* z&1QA_&&a^4pY~^D`S;8CakI;h`1|ModD9Q0PuR3rm_wcQ*MmEEuli}Le%e28+xlm` z)Bm)e=G-^4C-(9+xbo<93!ia0A~Y=A#=>@M`A6{h=6h#X-sJpXtzLK;V;txo($b&u zT=mob*?t8IW44^W#vdKZW{oH)hl zuzhTq4#%m(?X_lKLZ%#6_-S=XjIp07nt|^8xu>Kw zpHST1)0STiJHd5fx;0jg26~P?VPku_0a8paPKVTth^ZuXd=&P63O%vCE#&SWP)kf@ zk(jg)6flU~UtIsc&ri#}QXRWp(hLe3^{-|-oI|2#waUBWP2qOb$M-BwEB!PWBNx|v zY!1b#_lxz_LlMdFxRPJ#ez@l+dBTjA3GK_^mm7OO2xo7O`L4kvU|c2jMa%0GmSrHMs6XEOr`NIJ0tjxZ0T#gWqr7#S0E&FM;8|2hUR{b=@ zs>JU*FG-WCtKPzT)-iWk0PeahGd8%LD`l+9Xi=PyuzY@sYse#=tC~ zCK(;N>Zje8=2ItK_S4ey)4OH=8-Ci`oZbyuoddgY*$XT#-yqf!@ zW~HB|uWlK^kA@*urmdD>)lVZ3*s!0#(MuCD*Kg8}GXKZ@G}()L7m|}&!R00m+pW$i zG~9HRi(8}@w0k1X?D$XoH21^asXeYOz}TwV{CIxVPrD@$jGEHK;Hd^tz;Nwxl(8%J zo}bDgU>DdYG`ap?@263!7KU9~_S2Nl@W%SC`e_9JYCmoFh;O99!vtu(GN>MtyXvR? z>Kb#^Py1Dd{@mwR{j@(f-@jVgs-O0&4E7~#^|Y!E%N zPy=20r@CyttAZNtOU@8l$GJQL>Hat>Qn6nOYDtb9v|=FwkaD1io~1@@MSjCt?-l3H zYQVh+)6(uPHzavS*x-(tIo!=<-27^9(u)7Tn}U{iw$BjQE_CP=F|G<~)7{#^Zd(PQ zBdI3EaQ$JVxKopqW{3w$257@xFW>k7dqIsP{-I`k)&cM=tEC{|S}CY)*0Xw)e$yOI zq4v+cw{*v zYA*l#3u?Ez4AWZ2B7n10JKa)Z;S(@}zP=CC= zu+L{P2$C4H@8J+bB}(0*#;_AgeB&a^GmoIn2kyH{kR$Lck6754ue(A}%itWHCC%^v z=Xs4o9F;fG=oRFzz7P(Lv>Vv<6KhdVo@;%RWD9yrti*ogb%EI7IBJE|9B(k~^irlF z`u7*q6vk=k#iRuwwC!}ff1f=Hxm$5Td@&C=HP6@ZjQm;{JieB0q4|_HkcXX)&&QSs z(-ysxVp9b-ABxR2cUB5&$~_HhzszgHIr|M;cmusqP$nDS=@LRv%zf+85%*T?U{TQ5 zQP-;w`ZTsuU%wpXbG&z_&q;yfm&S-^sd`rkYSy#v@2<071{%>r4iD}Zpa-`4nWK_h zfGJ1D>CryM6@r?`+wd{xiN_#*%EfJrAo4FSsF_W@>|euH2)q`0yT$T;EvQ+K)8F#U zSQgRBeGjYY1fZ%*Uysq!pN4l^uEb=$w?_A?DQb?ep8}1D+^bW$AxKPgyHUd{d${7Y zjoY6f7BSweyJ_A}4Oe9N6H@yo#cb6-@TghcfsIcb4~>+!q9&2i_)?Bi*y(0TWYaW> zrs6FtK0hXbHCFGh(ohVE-9FL4Q{IyWjZTRS)+vq1G5)F#jB$hOm-yK>WsVicw|_T5 z&5Gcd?=$yg@Ee9_OTomy-D&ef_V^M1e!NQ9lTGEX83vA<9o<;V643QTLhY_keo$!e zqAqOt&ToEJ>Z26C-f&m^joT*nG$j7^XxRhTaB$ELq@ZxjM^73rG?$I6Kl&1yp^(7#=>R8<7>-u@+E=~)=u>$yJ@l9-2L zD+ji}h);wHz1Klyjn&9kD<{~W`4CtTOK0!d&4!YQN4tX`G((#NA<;eFDfD(t^xJ&d zZs=qyx06Vv2aoOTPJ{KlV9T*3Wh{UiX?%D*E6DN`-l@ErEq(P7iMj5}_a0D#+)^gi ziyi-ZLGAbX{?+ua1T_}j^Go)3Z6VWYV>jc?p+79Bk-hYJ(R^-Msw^$YC;gg^*tB`9 zAKthG&$LD3CJn;Tad%6!Q8y4&?25nIoX4hTzt{QCjK7y-iXTz8TG@TEvWsz zKKqq*spWQ^1J?V^ntRfIEvOCfC~D-ZdPB8G!fpoBb-z4bWmpL^x3%~|TBMB$WNI(7 zuv;&RU2rB86EDnz*QJ3v9LHPGap9TNNCOhhCc&qAS{d4Ex)8#`mjtJnPem6nb|Jaj!LFZ!2?45~ zO4g+Gi;Y~DwI(WwhJFL9jmJ3eqN<53mA2zM!T<2|wry4`1+~Qk&Kh3+O>mLv{dml9 z`u}r+8vA4BnypMqFrKXJN_p)hIz0Zl(l1RBI;=j+KOR~ss0~@GZ-|=F1EPKCbSjhY z3PG*;IhEy@+j$u8ZDhRRbrU&Wq~~|l3Wj?}bar2hTq&sCS-2IuYz)H1_}a_U7ghze zN2UDlf@`F~c&A3rV|guPm_M6-$_qgsWlmK8+QZ17`GYKf77J*WvFaW=DE>=9jeo{8 zeJh_KRBfiOGd$>viWl8HB1s$}yd+3t&Tgfkc5n}?0_lEzz;R1sl? z?c~0erxCvt)P8^d{QY$Qn%B0MQwHGJllMWU+7-XNbN=_Q|Fft6sGv4oai)ewU>`u% z1J}|zN#xM3kS;SO0PpSzKJT36{f7lL`?uru!NzjHdia2TL$=?F>$|f$IfPXOQn03V zK}5@ARZ#0}$cl+4V}xCCO(!ika{a@Cn*IK(dPSvT;OB~Yn7xfw1-1Wths3|l{t^H7 zzy8&N+J;X8PO|DEpb@1@JGXUJQ2Sfr{|}8-LGAyLn7_#Ef3~1@W81ak@`xK=v_A1| z9x`5W{#X^%{vw6{Z8cT}wZB$9R@de~X5i<}M(h73sIB%iTJ34{AGed$sXsddJ18EX z=U2P{FE7wjecl;?7O#2isn_s?Sg)_5AB>$)+Te*;!f9`4IlkC5y>;18GavRR4+{lh zu6cR$gm2Tw`C{xA7AhvyHXFJ)d# zha(s8C;xUE<3<*78jCeiX3sC<>Yx+k3_(^n@nIn6+s9|H700;``P8!bh2GvLf{bT(mJPM0K3OH^R|_C`#lAS2 zKLuDR>;q(rJHX4??;M$%Cp;vM2_{|h9Ey_9pN#O41g1;rM@X)|htAW=;oc%zkdsiF zS;>|QF+3r|PTAvV%!4 zSsGGSz3%w=CEv0|@&DdLGvi zp&0*5+r&lN;`p7mUB~TBb(QISXK}S_wUCg39p1|i6B8l|_+HD!I}L6ZF=ysYVwYJ1 z{MOdvQc$NCKJq^6l)JqgHVT?mh-g26)3-LoY?tQ7wg*h+wLX1@1S4BMfsSM_d06*Y zx^58ezERnbs~!ZM7OL!`ZVKc^eIhfut~uejHY!b8Yj-9;Cu9?U8jOzfoZn+sM0OOE#Z20gfjw8JdEs7 zrOQD9=C{j}3;Z3)7C^P(jS2UKuEWLCxI9%cOLv!MBDWm$aq@|4<*`-^ZQ)s0h=Bpv+t z_l;3X_W_}hvO#-~4-|IK2krLkg|U)Zt$|@>h!(mx%MvgF^^t^)W2MGWaR13Jp}bO1 z(8*bxd$@?snvOK)*xWmK`cQ<>WkFYd2_!|ivZVGBBb%Od8l5B#^LLHG-%5QUl|oIKzr+) z&oJd4guSQHc>9jc=#^MO&zY%ONYJ_CD%U@R$hge}E>1p&%l4sFXI#lafrZs6dy_cG z-lZYQb7Mjr51I$33~Rt{p|^RcX#h?8(!bfVQxWPyi@K^^B#`BjN%p zA};+Ye&l+31|}@%lN49>#tp`w+RyoVVVZOe;lti~xYft#vB1|<+@&z}qQk)jn@amP z6m~6J2Xboc6O=~yamBX9QyYx2d&qr>7g!T7Ml*6VFB=|f!h_z~Jxp8ffiV3_b#ep_ zZ7$r=e0~VR~n3-STi7=BP}7 z0?NNsyxT?1fFH?aHSJ0Dg;yiGBf1%MSoX2#Hp9-?Z~Mm&JMBmOdH*0G+gFw%9|Q6G zD?(pKr=a)hF4?VOkw8uumQ`YS5qW4-F-$hc!1W^2o6)@YP(3df32}P@oHaa%!(Nml zosILi>!gpsI@rqT>OjfbtI1(^6rBxy*PI_cg&BO+ z6$cEN#AB__eRMF*!dygri2`E2xbQ{9g;yr-Sl5SvrjexgN#7che87btJ)qpPW=XiSoce!|d&j z^mkA#e7vHHKMZV7PcWV!o`r;(#r?)pmY|l~GG!&S1aCfxW^S*vh4KtKzQB@J7~8m(-O$LfTVT3>SZYHc9Jc@+_$L@x93gW8%A(=Ph^jNrQ-MU59DsY(Y zwo!Lk1oo=1mVHz=;lN_^8u@}n@YlZm*h$+KP9JxgQWsr^_q@oLq7HXkwk|JK+~3{? zg;nF+bhHdmx2f@EGASFDxRiI=rXdvE=REpqjp*^%q6XcN^sf!IJpE4f&ftM%A7sOjp5|DIQAKcow!WA9|Q-e9LFCIUcRLF zgid_nfX2&rC-U+5K&;CZ#bB)EsViM%d>)H0ZV&2<)xZk@uc~LLd~tbnZsg-=O>De` zGe12D#$>mfbH`ZJ@WrI_1sk^>z@xlxr%OHAao3lSlXu?iz{>h^jx&WVz;KQ#RO&JX z&hLBJ`fOc3G*7NSpHD-K$9s2ul38$p^W0{cA(bo|chV^-UQdyMdxMg9a4+ z@hLzN0AzJpIRMF zL3Bp`qsUE3WIwR=xATzWLjaRyn}Bz>PuU%kbD%HfIZaYwi#m#1Nxer#@L;MVc@QD3cn6z` z^efdu9N2x~=|+oCTw1w#cv#63kI^akX)K(;VO_IBo7BB;-NmU_ zRQ9{E<~_^p5>hd+m|b;|w}=s^J~?Z^vgOx?+UEv}{UZ8hATUR5{>r!>6<~${#pRxr zCHhw$8M5ahZ3A9sDS;xO&LhqlOl?OFY#+~!WmG_P6m!(z;a((eS~>i-%NU%*-kNxK zN}%F%d=)#2ry+*z^cQj?2Jj|d_lQ(?4JNLQls!Nu45r#deGcj-V9+rWWWL^g$cXYGE6+xzn$@o@WTFke<(up`jLceG_@?-RHab zYLt)>LsK~3c!D^}Bf}Fj5N0g+*K1*y*biZ4!sjukU0I*x7iDZzxM^ogt~cIN9NO!| zx6)8M6D~Ga(7qc_m#gV?cE5yxBc{!%GgSDqsRzgN&O-1IdbVye2PNL0?s>oWlo#0b z4tfpWWX6XEO6~i%UIGKz@PLsgy>PFk_<4vaJFM&P&82nNgY5+SYqu$11FqLhnWLi2 zc&FK>b8$1N-_GY1|AnD8;+IIm!vj}?NrZ^XU3_0JJ*xj$3bp#s_F(;uD~>_b%tMhP0?{vs ze9X*#^WrI3ta?{-4!&lX<*iP3wf)(R%b?6KNo>(7Ik!%enuJ&OgI`F%C} zUNGSiv0`?vyT3NnG-cYBqMU9(?hV6bjG5rs6&Muzr%Nr6-A zXQ+*jtu` zP8sf%iL~#Nkw%s;coY<<`>}<*K8@^JQt_*E!@4)=N-$AOq4HP7DD339Gh9~E6FXhH zb+36|3rFbWWPi1E!WK{FGX{N^4K&koDoupwZQ|g@V`y8nrfh zKX7OUqX&Meucv51f_hDk9p7%e{mW+7w?|{)LV`g}$Sr1kr|zk%-t%7@YJ17X?{R$y zfh~K3YC~^cLoRza>3BR10p$-y@sFPdpf^QzPZ!7%Vaw>?_46C5P{~Dc`!|M2x_*+;o>&2ayvA?8-}-g`RnVcr9XNmOkQiJ3z0 z3xX$=-kWFTUsBFcrNVXtq(e}(1?i7&TL6dWM*F=qkz3)mxZH(fbk=@Y+aJq6~>&#Nh3PTNMwjt@PUYI+-xp$~i z6;AEpe_wlJ6x8A^UzNEU!Awd#v-a^CsGOlZ+vQ0Cr*)M+AORjcqJA<|Kr#-}9Pf5| z>|@0QmpI4p*mom}^}jIGY%0B~Suc2l&b8n@hArVJsKCf&HqZx{HAn?q7CeyJh=eeA z(hbN6vMbv#TY*k?VNGj^3!vRc63~#a(omD_+vwGQCILjWf~R#`D$!(nUWxYZOxQ(V zsbm?w(ojnqdt4A6k^mhV3oKq_OWd%{#gJ&iKu`ds3WUf80>p zZk+5!p7;_D=cjC!oHzz?Tb^Biq&)zxJMxxc~4Le z4^Emr-k}_O9jFASr%Wu^@%?tM_@MAR-_9RD?6e>8=j#uq{S)s$%iF_JG1(Vqbzc;s zOR{e73wO{a?ORVd?2NLQDYqWp8w>5WLUt)H%g~9^OmX6PcWAEIraC*Z(oh><7CjKL zY|>vWyKQ3=P=M}>PH9ruBtYlgyEl(4wV|(B&I6pg<>7o}qu#D2Zbb8N*qKW05_}qp z6HczkMt1|qUll|x4`*ogI&`vO2l8TuX5J4iSb6%4C6(DM4m@!!><(!e4!sz?t^WQM zY@bgxy7q}1o_-W%yH)-KcDUcxy-h{N%+ zV2;P~B5s$sZ|}8ehfSZv$-g|Qgd^H0djj=O;kvn7X5Q==Uut1EqflalbB|VAuXp|9 zhFY${XRDF$r$F^`=W#KEBOtfnBI`}g_mJ90{=HQv z>>-SaVe1*R(ok!CR-B#{;0?A#H?o6$l2I9R^YOPI!eDN@#H}04hFWjny`rYqN5NjZ zcMAPq7;2K{)k+yvk8vAM;kB=2%inu%H#Ey?-o*VrsT)j1J#d?8VP~(YF@C$qyTP3B zFcv0%Z+Vy77+V;Za8St{#4LM*UXnyw;SZr+wwE&hxS`f66UpSG(Eudd4qD7@JPfEN zHX)Ox8I-Jr-WcDL0J4kjWlvp7L1aBqBM}E7e3r6tSoeq->yriS>!1k*ndiJsI_l)u z0DXKNr1EP+jpLTL<0(61usd(H^WA#~^!S*V*#YLW%fC-u>jKL^Zm2a^6)C=0a)C>a zl1^KeUjK&;HKwtakGpSHVyVsEMvCSASjlK+VpKO0d()i{?h3QP`1s>Qf(Z@WxY2)S z)pj9#HTPqMERO-+SaiMeV&DOsm?c@!Fn$VGiCMf|Jn)YjYTNcCW*#1Fg%XRI13vvS z(6>Zj6?~`!tff>Q-E$`ZvRm}SW8C!ETBe!c_!ECTY524z(*f4Q!wNWMJq_Sc3Qn=W7Iq)!>XA|4qmb)*xo z^)%F@kqp2a(&Ss4o~$&~bX~P?#q^xOM~f?u+-%^-4bH5AyT^>Nwnn_)2IoI+s6BZj zYL{d(y@^QfV!s&COI!-imhIr2I?j@FSbDAflf$=H8fwyu8P*J- zh9B!`L`cy6`G#6|oKpPE6(Ve_pnqtQ*a`MMBUNtU7zLYgy_4L@|Ne$r?faAROgZVe zN0LpOc%&SIb?2S%_h$IA5HngU``0tn4sz~0YyDvY+#@dir z=Pg5l6|_tE%t;U8%XaJ9a>_`t$wboanROi?eP(iWZS+G(ZM0zjAe{)kR~)P9GL*j^ z-+#UyI1sGZ!x!iWdCVS*WjbFF;S8&U#L3IRSXUP*Sx*jN$E&2)90{2&?@Jgrcc5s6 z3Foe}tw6AC$?iJ66l|036x4-skpFVp>uB4t@9%HphQBT2NBn7lKle1+@OMK^S>M5C zRZv?U)aa)zWwrSyXJA!O`;!y?ZE-*3v>)+bw+=}gNZ6|)&A~KhupSAo3Tmr@+P`jF z`|rH-|Foc{?lixR_r^6iyY{T$rjzAp`(l5+!Mv?Vl~E**!5CrCnPDcf_q{$%J>zX>;&O( zp~Mq1=$~J> zKM~X};ig``26Lz%QqK)t7SwDsGzPgS1;OyT>d+czCUi_FM|4-#;>ZAKShYOQKe{TYmB$pFa!Pi9 zv$q$RH*x#_!-ASItG~#TBa`6sKB?{PvY_@bmeX6*dI_k*`R6V#3u-+MpHnWAAAoW; z!aWYlf|~4;t5%7u6VO0@B~Q?o3Q|qi6RBtzL%-@onL)&=p!R5Q`}EaiL5=&&6M%wJNCnYpbv-sQqj6`)9xVs-X5~ zXZ#;q-m0MXkLB;re)X!L_UC4NRZ#nL^S!#X|Je+z=xX#`P+RS4^tVxsE+clrZ#4?p zVrwfSqc5SZ&#x~b@c%zrTIuusjagf(Byl7vWR0ro@`K9q1Bu3NIaB+y%MGpH8l*?e zjn14sb9#B!sZ&zRI@@wX{qXk&k=D0qB8~5}Po4TcO>A%fZN^#|4UMP}q9ca(hEeWO zTxO&eyO&qWY@G$qa&S0G@V9?-7JHWGNMqUWo0T*+|K2!CU?H&lgoWVp!%+giC<~$G zMnIHu6xUHg1$m<78L&Jf@UQ{<|Lpd-y7ZM9_&ub?^RCEjhwIm60Ilfq)PY&C-@oF- ziCVccGy9>VYZ^aL(?Q5YtY3fZ0eV_+?^NyUFtKeWEN%lj%aGd3c=4?N3rNju=cpN@ zgeug85JV*gokh_!bN0^UbLf1Dg56rCi51KL{rddXr-S!%F6BkagRSh;47=a0-v)}L z!{68YNBsMz_-8|E?T5c6NiJwYd+xX}TNbPZt?A|!C2w;2~JZ^0N>9_5X`M3S!NBsN#QFnuu zkFtIFHZ+>K)UYHKRBxG3?J|xa_Be&+)h01SGSF7OtCSD+PBh5Yzfwf9sa%RFF`}@a zF>s#|?@CBboY~n_Ufu(uXt;Sh-ESf(<}vKG7!D+wW@V>t)}nWdzAv{0^rM~hRy2MN zkHlUL@LF%$;R6#+Un>u~{c%W*?Uh8PoS6@ZZxP#ZB8UO#j_a4yKC1yr!E6_^0}0S2 zHsdtDtrcw2tqP|`qgQkn|9d9>Ij!-8yUd}&2&T=#lP)&6BckSu>KVBTrvaO zkLCYX4}u@@Zwo))O&%--?Y=_TOiAxC%F|KglFHmLrNI=brO@NP#Eng{tYx z!&&HEnLeb{@eU~=8#%H3S}_&g%`b&MTn1Mrx6Z_Kg@~|Vk_Gbf9kIxwZOr*qoq$BVaiB? z@0m*gI^%qYI@SF&oH4(CvG~Yo#P2Q~zi{^yc!i&^6vr1)%*Hm(iaQRVo^w|!cFi>u zy^SIu_!Bim#aLet?w=IPCsAwh*1ZENA*or^S*^&X_aNEHp%U1i$ZLM>$|Sl*^=Uz; zm;@|TL~;tqhQ#C?+>Z&eWWzP>n2shwy*g7|89`lb9rWk z^4EPoG@Af`PKvm;o9H~Wq@LsdA^70X1^uUx~urJRW z_C;1yzP_1;bb_>4-=~LzvQfze>8trji$HTb(*+)w{xZX>l1z&>es!(0+WQDJpWM@| z4j)4PI#y$B8=gVZ{?;u8G-S}0Ks^;(#|rBY&jyfvSc49o6l&xZtAg1gT~pn`KD4Lp zEVDy2HJV0n#GJS#T>9Vc>pcJ53VtT&)9`E0U0JYH}Q`9NkOT%NDC7wgDP%z6w-)vN0;2h!4cpH>r|n(V?qEkM@9KJx#4^C znoa$EtcN1x*0iOVACg^>pFbN?lgH*ANr%)yy{cufckn*?6{N;k7k9fe(FDr)Q(dQ> z>(L*D)C}%<7N-pR0gKHg0>M33P_E$cC}*)J1XW)xGmiE^J6!y`rjFP{<3>uGXPsBk zhm69HUv31!-0n={kC#_MYX2X5cOHn3<9*+zCc35nnmm7*9b)<~0@`zL*t|T8T?}aBTNguoUL7d9=S2)hL>LW7fL~ zUd8kERmVC}$zXrSo!EIKV=t8Je!fjsw_-7Z>P-xs^^R+Z-(Q48y%SZ`@A1H^XOmx! z?_CM0v7R6Ons%-W?&$laZPqIJmxt8snF96jk^(fZ-=WR1cx^?0|Mm6oqd@)bqerws zLAWd2{fQOQh^cb1tI-0M#`Tl&2^#1M`xBhQr~--yYMJ6w?GVFF#&&-p6POC8HNO!M zxB^n+lXYpbedi19G8Ctb^HWffGL_uF5`=hw?@+Y9^;#q9tom323AS*?B;-_EP8!DkC1fy-LF z&6=C(Kg;tSsQsS)aug*aPWD<86;Pqxc_*dK5K(tU*G3R#%}R-!ZF|Hik9@f1aMr`^ za3w*?+H#-#4SqZ7}s>pgd(HsTs zz3zU4VQ2oohtzg8vIYn|6Ne-H&K;W^oB z3NA&6Z=PhcbG`D4{$S!{tkYoCgsf;P&-C#Z$`(1c+jC#o12-i_^c1yBRw1>2*bDyl z+zS8t&%cJ${8evd1vRyx&l;mVCo9TiE0qew_ZLdSD5Iu3k&zLaba-=Ea)<^ZgewG0 z+eB8>Pu337cJeM!P*m;U@RT6D&iQ5Tc$k9}aCH-(ky2TO)P5cRUoWphYQK)izt-|^ zh17obY*rz)pN-fbyZ$Pq_Q%F|b??6|0)Ic|Xv2R(YO4c|{x;xfb)3;}YhJ5c{|_VZ z`oo2WiTHEy%~U=u=}Z)&+aqB^cGC}vPPw|t-*!jbMB!4*41qw(_#n8E`v$rk+^9J? zcL5r?*`8;;Nk@rY!9vcbMSz&?aDk#46*AZ|dLUNg0bIQ2oaxBWj%24Jd+6Ms!Lsj0 zZ|~;M$k@retG8JMM!PC`AH63>n?+7|Q_7XV_*8zJEHMb9{IWj9}35?qQ z2%^-6j?cJm1fx#x4(yoC$UMcCk$cnLl`F!`1LG(8VODz7Vp`+ z)&=4&njbx~V;O>d8qY30`!S?lk2_*E`Y4-7RpWi>1d%|<$&aXFi@YGaGY_cL~m`4%?iaH zLhEv|)>^F&v|ePVa&2oZ7+$`5acAB#5~mTHx%WyEL~_UCc%5kxCEF3hy_^rAnTP7@ zdA$}SzfMxKOW*)-Jb5?Cb_An3CTag~8H@Ne%Y+j56E-=YP8_`Jasq*YTI0E3<%0EF znIBukI^(GhmAhAb)iG7b?UN^-MPR4wI|}Jc$8eHm#T8Pb06ZRUSy+2j72nCM(afZg z#Kyy;noSz~xR0#Sf0+6!T#k)WqHRxwy+o&k+{Xr>BY~w@?r<1%7;Sr_wbTLRH3^JcN$Ys8~0e@1RF&MG-05W=R zr8D_!v7BS~XaLEjzdXnM&Zm7(|Gq0tOj@~9=!Su0a=Cc;-58{z=2o-cCkR4r_g-UT zID;Zyx|Jl|3xi@a3X;=SnP^<)b4r*;6!cMr@q7r$K`N)s?1t(^L28h%X6@QdhzhgD z5A1#d3>O^>Qhj?-a5Oa+W#J1DTul+%yft8(ojydu^zLr%g|@ z`LO8Vt)lKkdJhOJp=fQAdfQi^ZV|H;BFliV8$x2|{d!?bY_IUX!9e&jFK9Uaqz4?P zPxXD+r2~AnCj%?9!bYi9LR)}se|=Qm}&r=sA6%4#+{^IE;C#yDlZzwV2&Gu zMBlK<8DM#a)`$!8%kW7eLz7oM17sZ!gvj!ZK|czi6`U!R}j`)-CTCpzdTU9M^3QZ;SC~Sax(tJ`oowneb#kHaq{XsCJ9M?86 zPLC61A|viI{gv(d&Zm7(|Gt0hHDtVsZ^lAV(bch6g}2ZRr9HPFT3?1j3#Kz>DG|ue z?LD`tOdR-wX1cD&eKhdkf%e63$sj}I`N(gf4DFSD*LKBD5#YpQwm#rQ)Dw$L+q_zU z=y}Iy|BN{_qTj<~yx0rMX$SHH-fV^lhc#1rB&y&V&P=|yh6{Oq*{FZBt{E=!!|o?@ zlPF5eIiK1~5Ben;h%^EZpvh{_FKZspV(lYpY-<9y%57WIX>ao|3tNlcE~PXN!rlo) z#L?A0_=ux`thA;9Uc6C#J6r!6)-e6LCg`RuR$>Y^nV?R=8a;t}rzvglTIM%TX0ICJ zLMi$n{lo)!u52>+Rm^&PZokpTP_jI5OY^xcmo*F)$$9}@1V-(p@3kE)2j{_GY5h34 zgdIp)4KQB|S%zWKi7?)7C+G2C<%8g^>So_!Cfxh!;-_yUZ53YmnIhH=(g1aTL?qAR3qq42WWZSK8fbfO^-Y%DT zWag_e+{JSfTwU(ou%oF&DKpendADxEcG7@PxVr{%j^o)&(G zW%mHECD?xGaUy|Tv%1|C^OL}x{7mZjCvNC5D4F+C)`rqK#{j!o22LcCk#t~YKi%puCf+~e7oW@69c zUE12wv$;NatMrS9qYe64C^OsWLS-oa(s9Lfx3vkTyKPW)m@5|3s2=v&>R^Va)@w7E zA5g=ePc%HPqLsj$?xAyM78!8Sw$#)kx=-N_M38G={0fymNuS3Ej2cOwEL|J#60GZ2 zcbmW91ghzKBa2+gurJ#}BU$NbI5Dp0TXV1lyv|IO9ND!6?7F$i2QUY&a;);m+I$f{ zO+UP^8^VAacWRux?fhd#ZI5gOy;fU3RF=#H()m9{j~#EewoPWkN7K`mnF$%_v0D5U zA*&oHF^c79ENevG+2I?j_S}aQ5Buf&x~(W6mzC|sHWN5qNpqW65uuN@moCr5&cKaa zI!o8}3~)@X)KN)+2tQh~)U;6E4OCL+$V}-?;Av#CF2}_^=vc;`LlN7ZgQ`g!?IQUocbs1Csl2+rM`S)8K0mbcbKrSQd@*?0 zJkJ+5@gxsrJkrNySG&22#e=ZY@KzbkVgt-8q{?dW?L1a}angZIK^MnuCeAG7m%z^Y zjC;5EZ^r|7Ok~$Cb7S(Tsr_CLn;_@o7IDL(4cO$Ec2(iVd^qE3!zax}f(svg{^a?^ z6I?S!E<_D8;2y6f;+;psAb9Xt(XG*Tc-X5Md!2|CsLrlG_n4UnA0pw`=q8JX2q#bB zz^7Yq^FDdWkETCn)Hcl+i<8oqfyML@JNeUfNOjGG?i-e30!uU+FFBcqZaq4^>pe#i ztSPT6Nnve8F*ySjr`J}1jY-McGS@z2VY{7QGv5-}IP@h(nv~FtAU#*V=2sAWqPLi_Ce@!`sQSwlg(*!SHzy5Lj6_`nCFQQcZC9H5l#ciog96Zuaw)DRf8 zg}3AnQO7R4?n1!Wdy@`G+TCzAb(j|Sy^@i?T=@W$6g!0VZ&G72p`$kga|6Mrx?p!J z8#|WVe!EYNiNFEvp7#}e(+g_zt`nN)I3ZcHJt3-G0P9`Z-xT8+3lpMKmV+C%Vvmrd zOM4Fem{B`lWE*W0S_&f`)$-%6&(Ub&(}@?m3nB7oq*Sy(F8cCS|FrzkVql%Wl$rXh z6|FZtb%d+pF*LNc#a~qGK^u~p;>yR(K~jl{wWV7DFiGb82W7K=#-~at0xiUrI8a!NfUd?U5t%3IP)a;UBV`d@1FEN@x#~oZ;!Wh z8{*Pew)|XXzW8`l%psdiI@ojAo;L3};rnhz>Bm#*8d!Yb=FzZIocK7`<^>k(%~;yW zZU5r|0nBb6&Eos+Ev((6oPC&=25)m&v^&LE1i?YCyER2AaXP2wZ9`js$d8>BSa`sK z1MYn!N#KeE>&T+0+3p_LzPA4hsoQplYQFtECT%CKU?1iqJrxg0_9tul?OE_yrWQ{J z#=kOA{}rS5Zf17m6v~0*^(SgMJj#%mx8?k8t4!cHzfUYAHx)@|G}%4T&w*tliXQvN zjYwE%`L3#QAry31J$mr^H9E*V6MzSGK+t&4qL#TB>Pgz-CBMBNT&thHO|e-A1D%hU zO|>TA=|{ae6J;(~u!&F{@HGVcGPX#%!xBi;Q(iUhRS)Pm7r4bLE}^yYFZLMH9*63F zHmi``rid}M{~S5>5YCWdkISZ|lpzZrA#@aaQRZo@`)}#yz|b>R(|=^aTf{sO{#Tj$AS=5_4|wy(WoFmd$5o(4J?nxEP|T7TrDvKFu*EExixC*Lt(l>TAM~Ds=|dqNN4in8<>K^EuyYHX zf8X>@{OJbhwiHji_eKZKMWzOB;1EGs^0Ep?YpX$K7w5&hHwKW6!-Y$I%m*Qf`l=G` zeq}UX*45?5)Q6YWAK|a0A(i8P8~ZL->;c{tFDOH77LB>(J<6jA>|<~MPloFHBbe#t z-g;_pcicqox)2qvh3~GBC)rMW2J2}xQy-;LUBRdoIkQR*5>w-5j#GUV8&@)F45as> zKJA)-a9$_js(5*m_4WrHOO)^KB%su?Wx=OUzDShp|1qPMFSvB&F(^qtPdzmnA;FX4&yVYos+YCsXSu7$!Al_{9VtY2KT9?xPI8F$RW;x%I)N>x#3-}ULOt6`gukznbr5jp^vZN>sh(wTSys-nm-L*4(Wo+>}Oxq z>#k(f)I|2YC~oG*62X?G(Zg{tld;)G(vS^jCf3AUq4+B^h<}1nJ6beB9y;p<(vnTR zokv$PYLz{$^?p4ra3b0C^W}fQsHuPEq`Chg1Wu4?>f90kF{2hGR9!fKGZegQ_KeDo zq@ls4N*XaUe)xE2=)&{x?I^+~%h>sS1Jm2e_`EM|4RrfT}qxxsK{;=R0_1Y1v`{}?ZyW=U?Drl#( z$-y&NLZgkD!PXqlm1lZ)5X4{jdL`*}vK zXo8ad;gLGv>^CB2p_eB-*Hb;QPO}jxa?aw(<8YRrcY|duXZ5<}#lAXujVO5!igV@e#NM{&)zXVf#15?I+pHZvJ2=iKsD#iVw-r?H%?U=%v#xPIoES}i9 zc6|8lN=B{x+FK3LkB6~#n&|%gW)U24m_*cN#vIG$?&?T6{qv04pcIou0N-PHsyx{$ z(zudQyU7-LXui4xYC6b|MQSdiM*aa$hEN)u%W;l1iud1-QRCo?nOdSK!a7^kMGSOa zVW%fWnhFF)ZS!>7RfT`Rs4?-#?7;_gF?A%_({h4cs}Lw~pFzeLvk&rD+OP@W=Wp7` zqQd%t<$$*|wR{bnu2Ytq%dUZ`#^I%hww@5f`+SY0<5l3wUb@`6Lk{*<38<<0J%TFT zyqFgccEhNJ@y>ppXCN6wc3N?rEU5W(aZ4Ey=35w>24xHv+4W+MgTmzaH)T3);V@e_R>PcgOG;P}{(% z0-w6boK;9|6;k`-+S>nQ&;M*lt(xAf`RR*zxOV?+?f8`+Lu#8fYu~i+Tn8t`z^6we zRw1?D8&X?d8-F=+T`}|+)x8Z5`Z1&yHt|Y)hybZ2cFZYLtU_u;KMScPFiH8#U)O^> zYmYC5&$_LE)N0lzPf^k~f_C?z-K*p6gdaEEKkw1l1oL4&>*&R3z?frR z^4zyE*@%sn3M@e{VBg^TH^+TfA+?`{)RtcET*?%(fuhz%@6MYS&{^#@M+#$iL)A!1 zvMd7=ijU3LT01%b5yqSO>gCr1om%eoNdlzyIde%Q_#Z%OZ{D7>jT-9*x=lxS@~W+Y z8Goap{&xpKqq04Yf=PYFq|E=xHT<`1V;C+$oJ?f}_cj_@C>?+I)8*kzh`F-!oiXf~ zc+7CS|KSg}|23p`W1Y{!3rkn3ckNS2_eP;Lhd4Tf89m`# z_2iCv#_Nd0Ypy6NKml|P5YPK4@S=di_3X(6NbOh}rNk2gq{eY$x1bsUQma(GG#2v@ zAhqdRv)Z=^klN)N1r1`WkQ!0wHRk#Y0xm#&ZN6aaVgUNBkeb`;{p&RdkQ$$Z_ikST zq;}b=GxiAqQhQ%_SkUMnKx&){^)6)a5zf?ikvgnGYQHYI)JxlMER=)V@!N~o*`E!x)rd6&FvQVCtwRvh)(<9bP-HNNA)S4x+7fXqehm6|7t|~{cGOg67=sc|c3D}- z_aDQ)%W2=!U)tgCEvQM*dHHRlJ`7@ZeGvJFxNe>2C!i%Y>WQcPNe32Fn3YuiTVBSA>3y>f@kj|H_VVYWNr zV~S8Kd-IF&EgjTY5h5zojlj`@Vy{5ONXW9Sth@8s3Yhv+Nw zsCfR!Sy}q(Ty$6N3>0n?l_+scK_*|nb#5HJ1Ti$nBGdv`3Tn8$^fbA4AVlQFu!W@m z{({=|{q@&xDm{n(ew7dWpU(efCh0F%hu=S^K1s_Ut1Jo^T23a0^tvL^a>nH9kbH>R zUdHv9}I^^+QL?b$e;U8Ea~2YXWZ&*)+Tqa5Y(m*3DHxK#=taLqI6U2 zzn`FXto&TPxpo0KF>xOtBLA_V781Q=fBXF@@QRVSs~>R|Ip<|Rzn*py0-1BF3tUd3 z^doJPDf-7jsa0{yF!=>Uo58g%N#+!!$<|zXcOo8rwK|h|O>+|nhMq5wq?whaQ@*ij z=b3vja4GvVM^iKEzi>g=p7y*_q^}2TJqM5BQh%vB&X)tj&4Hi9zPqCQ2D5CpY@-fx({kwMi)&&#jq*#VE}8)y;} zqZ1s4*1SefL5BBX;{GqaNOb0IjMSTbaJ%EKn)va5zM$6K@j+Mkqz=3kl)aUCtr)3m zD2tM1SV8k9@pvDK9<)C)1sPC^1M#Mg?L%yy=)o)yHb(Epl;6B>>{wrY^YMZoQKZIFZ<=4y8+t5 zrmZJ)D^VJ2irWq$Y1mL}A$o@(s1?^-V_A6C2spD`)G zm;0jyHP16XH@JqcfvUeXXP{ap+Rw(*P?!}7eCksqCr@2M%~r8Jd?TTd>X3M`u0988 zZh!uT$?Q4|u=Cva7kP}9UfhwNX59rMVlsR2eL6I;>BNMPA>s2g#bt71&;-&`jvYUC zAO_7qH^aKPvm#MjzPH^j2X!g=>AX-l4O*wsDSr^?=J1)NVU2eErY%_5E|>d-}`vWfeX`biEF+ zansqXQ$7ADO8S_s{oWIxeLT2~BGeMGI{0>PZaN11Oa=XW2!h(7Dg{m>PB+-N`_`n| zt1D=Y03%&(9yzdWR2B&E9FuiWk_zEDdkvDTjOsn8%aBNgP5R=7n^0C3$2iyDfdo#w zISZRFBirpaY-PuLWDkWs73ds|f$MM7$w~G9{RA~O>(5QEPuPM)f)jg+ch8Fc{!2~# zHFy6R(bdhBTJZA4ns}84Diw>XYv|j}XP^KQRJ-XAOG70wUmDC z+qL$}u;$U4^nlVM=qAPOd`A-mnhreb10!-jEvPjfoM;wiI|dI2(j!%Z_s7Cg#X>X!7}ab5&rMmoTl%4qnkeL@v;8>mE>nuOyQnw+@_G@%LYs z_kY{6=$;1d7#B}4?;>KALErBOzYkLVp8j%H?R8nPiR6s1g&Vmb#*`8-&X~--=!MvcI8V$Z=HLt$}!-za33-dMZwwjW&P^vlq@5D6Ikuj#zSr2Hh9PqFd4G7B1(d*E1)@vA<<017FOldRkuuDT9eC*a zWiOh2+3iEu{Tb`{7mAB*VwZC!^&cD98G{89;#y99w8MQtk#T(tj<~;ImhPqUeoWSQ zP|{5&6hHR$*)`(Ja>ce z+J-AMOM1^r{2;PJWe=0{Yv}K$8Dbexg7U^oc4=MjVRsdZ^B@>%l#efpXP?Ri*yU9~ zu{?UcSR5ROI$ zi>KJ%5e&7)C6}X0`X1=sZMK(LGUq_e&ThNdm2_mc`Sp1N%?se`Ye}C?Fw|-+>qQ>* z3&Y!Thz7H9mqU-Ln+hST9|z-|4}7-8LdxY{xa4e2|f}B zOK1s(n&qpuM_c(Gz)VSi<@+Nog!*dc5O6*Ka;5x_ZIUpe+gcX%GIJ4M>LGi5xspwe zsz`6bB_sjgK3LP+Z03TG#8=;3zT%8!rp!{i0@QI^!TQ!Df}s{QI_A+qFw{iV@A*!W z5G<)%Qnb;Ds(1|@Gf&%kNqjcoxP}A4P|LZ}B%?_G6=aB&%t{G{+Qv4X2R1_kki(+# znVMjz@tH3^>8J069Yu0c?~iIiJ5vGk9+D4mT5WgS>{=r*{c^22t~4L0W)Ar0*Uq35 zVikG{pElrgbCq z2X|%1phdc^wQo)ZK`&XWlQh{Glp~u`lKCwRxWkK$tgdFFW~oM(I^M) zs_@mi^hOj|+wRk@A>V{f=VvJw?0EtvrX?|Z1AEbSDgmmNvKMgX=sj|wSz;i5GX5}n z_g-*F6sC4>phE%^CpCz<9s%#m{hx={wy!YMsOifjWce2`m*{PVa}2C<8&2))te{B6 z>f~<@`|b3`{dyx!)Hl6wN0`S!YIc1*L=(qetdNM!EyvqJ3LWv5VtA)u6NcxhMM>*dv8yIp=P+@%@v}{)o?w{GxO4PKXRVgViBmQ1*B_O8|DdyS`!<#stTCH zWG6<1d$O42xQF;GJHOt>M$21m-8=(uqR#2_6h;2H(brvOuG|D~TH1RelOr9QTaPcb zMS0>}lPHxCx>!7Ra-HvXelzSc+-Q88)f{t9FlUh}8eq{~4X>n1zronmx0fGRro%Fm z;O-aO$Kd!TGj4x^p(br#Qm)ZE4xaCaEw1sI!Qfk)*?qgeKwL~w#n7dbpfGseIHtZ9 zj=fG|cGK7Z2eTgfTRUvQEu+jdjsro!Ms!5SafBXcF&Rd_rby3lrt7;1~_c1@A|WcuVK2n!g+~Xw%EpB z%s7cU1&lNBEgB zfSTr=6AXbY_)|=i-!sclc)ma6$yqT5%+zA9XuR~-`uJ|AeNX@XdPTn+sgU&L7A#0@ z|M<)&A8q8jdTEdS4allz6}0n;N9*K7xT=_LLX5D9kS=8=Qv7NFFxa+A{zphnpJSxRSu*xRErHrAdg8v1jG`$_)-GBCmq1 zwc*VW^%`wDK@=OC+esGJ2U+YC1Gl#kK~Zd$Q)sw3xax17(c?BiM^kr4tf`*HulOFH z;^EsOx2{=F;|0M`dq3h#L?3?^Q=X}>IG*BzFT5449C)mc9ka`4DjGs@c*fQjEec^V49KRX9nCfXD(;@4-7RbOH=&` zt|d6Q#2eoFABGy;Hf-omhV`TC6>mK|4LRCcM>eXrK}dMQ zGlTsilqf#D5`C5dAL>^V`)vDTL(RmR+}@)zA3n)HNt-4ZYFsz2Op`8VgN^5X^`Mjt zM0bd1eb%WQxWsN3CtcBq9y+!5F6_7uRgsHbgZiy#>D9nU(hd{Yw?$3aMuYHVMrlc; zEp7&8>~Fbu5e&6UwuW|6@VMx`f(EsHR(OoK^@hTIN>RG;*%+QxswfK9^?c=?Y&XEuXo6K zY+DfUNcf&F4kRsarzq9Ofg7b?-;fBxXG+%G-}Jx$^NaH@F3z3DYPwuzVS9Bk+cFRT zIIjf31ewjF@!yWMNRQWGZd|NU$D* zVb)O!FPQzt6d^ysfR{2Q1xBsHV7c`El<0ChScJBz!)8`c{76Pex{U`LUQ3n!Oc@O! z4h_8wPqyHDvzL}LEPiaL*|6rg9%3znn!@YnLMP78n_ZU zi=di4RoaGNsFB6hvQtx3z=k_ebI_v?O&HIT?@YG@&)4}iFKU!f^!67r`r2QiH|1h3 zb0{0U;J#r~XiAE8JK~n>(-26vs)h0Hv;bB9$oWmLF-msaUzaq!2=QnpWJl#@Q1@X7 z(q;FCTqji}(`Qb|KUFI>oo5W|5^qcA-bO1YznEp38CZzlhsOt}T)lvO?MCx`?ELTx zm#@Nd^oDrs$oc7NM}Ms5AcxtV z&3KfYXv5scUAQ(2&lWp$K*27(eOG2^u}i=U+kyHAuz^i~$u*N2cV$zPoy!Y^w=X#k z-`~cL_x7H7oIx7LTvJlKO~UZ&(0%$S1**}3i8hZInAo1%kO#V3$3Ygxx&vjtkM z3q6_$h8odi^8P%UJ#hN6(9o?j7SKf=eO#7L4h{Qfd$Eqs05h#M`+(ynxU_jXr(nth zNaFoyb5$JCmeBCVP`wds$wE&Qyn{wg|43X-Ctop+(R;)1J8%hib;pjLs`A55?6*tB z2Mlr0VzH8^oiDC_Q0i{CSqG07Ry_OmDgaN6Z#plcuYoy_zKbVy;l!utvQlXXhT7e{ zcpo!@p(g%HjoP1JsGVH2ONb|qDe9 zC&29S-AmL2LoL;;JLl?ILtx2@xDszAf%bw-_@3q-sCiNUDVOB;tU&->iE)6|r5*C=V$92F|T5<3O6q`0DR$j5|xXZroH3%kFnC_aLV znM3RKW4&-xxF%!NtQL+w(EQcW)*qk!{2`b$aHXNPB~n-|Sdbkbl@bkgB^YW?!=FD> z30i}9+1c!z{gw`EIM?gR* z=Up_$eKn`YAQrTvx6>xtMWgYC6Lwt8X~3!B|MB%yHR3sNxR6RN6*9Y?)%r%RG}NTu zk?FV?Jcq}r&vZW$3^n6dp$ohyMrF302 zgvjOZK6!Jcp+?8^Xjdt7AFft@^?{a_R4(~c!Xr|N2RPW!qWrXZG?r4Kxt$^2F_YW!inR=76R zN<+=}$TKgK9TRZdh8mCj%=Qa@jo@jpftUI#Exi8H z$klp40CN`H?Upc&13&eT0$I;k@Pi!`LA(2YY^aSVU%l5$8v!{k)e(;##G`->z2cNZ z;c(ulz)7y{Eb{0LbGt`(16Vuswis-Bidq9_lza(>+I7zbSEGMms99=tE$ko|YP2D5 z-)3?)BPhDYoAU4xym5*Rbtf2V@<&u#+|>?3`beks{6=A9Z>^NEteFeSbIA+)$X6O_ zPUBoOC)m5N_M_%zQe$Gdt-!cPDWM!sMy0XE5e&8V5Aq4B5&n3=)U)sNWn)}#`^|U4 z!4-4cUD-MPTorRMW>(*^_r~{p(v?4-TWP4}H#TTHAN&kTZ!?(?7O{ zZhv`<+?-&j)tV?j+DtIi&W~HDvl9$84L4(%O6_W}^xK;!=Dz`++)1B$rXz^eY(M2s zm|h2?E4rlh>g@Q&($LBCls`7qe3T{Lg(n0+hkW!0>35gVJ*&a}bZLQ*MG}xIMljSG zCJIYK`;*`jThhi-+9yabWkK|_<2l$i#9+PYcQDi%xOilE35HthnEp32>y?I@0VBJk z&7M}ge{6>Iz@c?=$~>$?%mhP?;$%SB!`tyV+GaNB$sK=8X1GAoNHEj}YG_A;be(W| z1^(84TNxMizZYDv@xZ4$sq5Z{{=A`9nwB4EkoOiS^^ZSK{-Objd+|x^pYT+4$eDuJ}&__Jz3;E7O)*ts>Qe2B;EVV^OEm&+V}MD?>|QLaG{`u zEA&=}O3YZUG}Nj!NlfbG<6xYHxaslOpKqwur5^1Jo@~PGEgTO|ILza~#RWbio>FXg zM{Xdy`6?#;#2LZfcNz~Do&LmRbQnMCpg!kOY==)7oVO`XQovL@qMTjMxM7RvTZ)3e zgQ4cf%V`-D)&*^3WP7-etTfcBve;92U-IK&3nkC~-Z&VzE?etj%7*X8H62(>^rEV9H8{76V>US{IJZLt+>lZ0=hC?e2wf&tPCt#!jzv`j1GT@!YR#_1V&vbGzwe^O@1iuJ;)bgZAHn|J_ zyhwAM>mL|uo2ipZ@*g|m1m{7;4FP|=q1IicS2lfv6W8DLvN>W-Fr2TOYsHd>)V5?*=-xyVa+r|M`ZR!t5N+u9jz*Q^JAfY4Zr)-5nc#&o%`|O_*hB z>Yu@D9O~Y;5DYaRfkqn*;+2M)_nks+i$ps-&``7`q44JowPuyeTLbm$U_IMjn+3Wb z8*1{#!qZfpESN;<`5|Gx3y?818us-h1y;FY-hS5V+F!0$ezlGGKdw>V)BnhS|Hqjb zaLU@*9Grdac!%G+p=6J30%0sJQ2Qiyzk=;a1SUsY)K5jjTB4oPa<#?C?&a)@1RERZ zQ69~4Zw*Bv>q^@se0bq)SVY)^2OH3QA9)y)h8Hw^VpzMKIT6Xlx*Bt}1;dzyi~6|HEBwGo9!WeaZ1LjO?xVPX zV1947B7wJ^-{W4hXpM`X6kQU z4-t5`E1y#kXTXFf6xn1gzuizfxIroWXoWqf?@u-K`WH0R^px@YO9#*5ierxKK5Z)v zHDetL{ZAhb<58~Oqj>~FtuH-2S76Q@o69`DcG~xkH`JCk%IO%MrNJC?d>3eWet$y^ z3lM#yAPR+pfia)s7w@9Owe`2AjSN6`o-M=cjyFnsklyrwgcGE1Z8@1$ydJsF3`^}% zCe-JiV$a(COX#l7bs^JNp78DndF&n5Jan&VXq(MiIfx^#e8hQx9hro`(_P521=G0M z8Fv{{n}7lvT#Z-DD%b~k=L+owmwd`-#g5nrGj^kswaEX z?7;tQL(PSCj&m!)P@A@`-s$xJfuVMuYJR@%({b#f6P~c;(5j)v6}{})&LIQinZ6SO zCyY>emr8#G?HD>H!9B3O_?2u`9{a-x!c3M;ketN!(HWg&x6{8t_+5?PqwS0H@i6p4 z&a%xtb_?u~XFdYXbFvC1S!z|RDu8t5c+MZQS}}632H^`rMhTy`7r|saNOTbE8~T%-@Bz**jYiRm-fdHm82DyLUUP`)}tkA5cr(UN5=i% zZ_>*@uF>z4UB0LPc&*>#e{}*FEK-+_1Fei!rfygmD%_GZ%=lzHe~&W$nfv&yf?DFS?&1whgXkcg zlakH-#h;Fc#Mbv)BwPFllfn)b=uF)}#i92fp0EuBXOag?qwh;r)Ccw9*SC9ZeW9Z< z#8IGdH`y#l2b3?HX1d2;OMMWV~$ z6gy%|!(gYf`Wa=Pp%v}%*T?no2x0Bd76PG9^jX=~7|D1Ev@Q#Xf(+B`Hp3^vXwKh~$V0E)A^a&_7&#g!Ob0}ACi~Kq7MU?&RfVbwYR@v$*zu3Dj1t7!YIVIox z3Mr{`#BaF33Nhmx{Q4+ zx(9Wj?z6plT$?A#k_i+{PC5huVZB+miCxhlC2H>1=a_-bMv0i*Z&~)x&dHayS`9#J zve0{%X967vT{dUZYlT#){2-4>>J@@owj_(c;Guf3m66Nry#5{?t*D*c;4cOXL)vV; z@w>j4|8M2}XJ@u%CaW!Dd6*&pNAcllgC@W( zJS={_Jpet?Xz*M=bONSdzq#FGd;uM9inq0klz?HEEW=1uW+eaR>&-PM`@v)QeE#O_ zb)fvUJxpQOB+RCE*)4N&!#0vvTiaje?fSBetoSu# zDs;5LsnuMw&sz0|<^T2h{NBrdwxGsTwVBUly&H@S9^t#{8jMC$hfny|yFjdcpGGl{ zGfHMwAU1Wjh0as@bzhqzk-Qwknz17uKty79E>|QTxl(+r>JOBMgMueA(}Z}?!(h%e zbyd?K_O$uzrEhdV!B4UAu-`X$N++F0G$jUm&R;MSu%^wjW76JLokCLt$QK175le!IP$6&fH zqex1f9Ei?QpA%#=f_(Z3r@?65AC~|3?hk*?{=VOLd{2Kls;k%`6S-z%Xja|-tY*v+ z<%}I6uCp+OxzOTW#m|qRo?MNmYZUbWA~g8Li@cC7YkhQ*;&BMbUT$)9jzA?>L>So) zh=BjdwfW>2dL&j{**|FU285DKSn8|hk=qyf%40YCV6gbu+6@O8A@1n*&R8;bP++z9 z=u2Lb-C6SJ!{LF~kiLr{muAZ}QoX;kUFVQ0h#fB9`@l@$e_efy$LH=+Z!(5(I`lR2 z`Oi=C))Y9$5j-soMtSbDYm_z6rF^@Qr_LCzEi0Rx=9fhq=R2uRQ7OXln-R7F1y*Q2 zGN4)ZsWP}n-h2A3(Gpo*lrVs|Lf}GmzMrt<-Yfe@98h=(&EZAy0^9o`6i97jp*W|@&VqbDPC4jIrC-S<8aN4X*% zr^GLLu)L%OsvxqIz{HjJ2eC1HGHagc!?$Ou%xSwkke0Koj_-syJbO#>lxQRl=@E4p zpIzUGo@HMs^+9)J3olAiPQ5Y)C;b?)!Ka?6oH>Mf*WC{&m)DxqR(j~C@6Z3Y*AJc9 z#l~IITcEnH{0qwGL0WH}<6;gEqg~5E8WrTd|A)OZ567x&|9&ZCmQ2Y!L{T9_)V0oS zD07)2L*^-Dij;ZIQ0Adf5y_lTq)>*)l({68DU{44ir4S%cHbRc?{W0r@ALegG5?%v zAA8&DT<3S4>)O}4)?S~V#^Z1cS@e;)7icx~ZA76F4vi1ljv+HU>38GoQ{MyDCI>w2aWJyD81B@lEUSIr^oQxyEF7(gkWD})~049{7qDUy#Igt@oO%z zri%O}w98yfsQ`%3FM`^?m*Rhwpr%M`-zNQJKWr$@+@W#S3NJsJ3BKIfby)zW0Y|5y)yMo{}1(e6iYFQL0ubaK?N*CzP7MTFq5{P;0IzmET@5%_*n zqu-Vq{YFsxwbaP)*RDqY)PDJ^@(n_l{Fw%8Szu+ilD4)B9}*ZTvEp%CLDv>b;^xFY z;eFJ{QQdm;Vn716eYj_=eMAc(Gu(jTWF=}TzHeFoIs#X(HMh3CxE>5n)f>we_@IGz zCw70LF@gY-TZ^}I`v2V| z3lrJ7S{S1YjtX-NoPk-tw|||Rwr>Ay)!x-Q;nXS~;C?!_qDg>5DN8IWN{OG5%)8-I z<2VHur7_*(1_?ic*2*0Bd3Wa^wb6d7UOIE;qK_z zZQ*_`V_Rq(Ir&_f;wIkpQ4F_yGRKS|>qF;IAM4NgX?qmvR0)G>fQs{9~!x z04#KK26JqO&=&d)k3UQaK=sEj@17mpiN{Z4S$=)agzx|;?4npj} z^XD9D4b+gB2)UAB?;*gh7JF2;9YjQfUFEwU2*SRZMumo6Ra7;p)n4w<%h=O*Iu^!s~D@*_X3$Ci-P zG5HRBxo$aUF2}fDKlXdQ>-G;fIO|7}ttxfk?EQ#l8-8o_fo-(KJ69dlX@eA6C)CkB zFvPj9T%m(+#6kk<7c%WWgd$K9f#df ze8$CSWAS*L2?HY-Hnuo%YS1BDRzVtSvN3p3+?F=RGDj#J~`h zT~yFaJ3zkr45`CCD2RCbxxKC$%I9@+HJvYmtjRlyO9nMSWPCcxVDZ9wJpO3^&kEJe z6@I6_h(ZRd|2(Id7v6aLTcl@1MNx z1b2@IN`GQXK$zo^&g+|LAbY@G@L0keF8ncFqd-(X?291Jbuw#5BuhH4;L%MMhO>D@zt_Lc zy;-+^-c_n0B9W9b93<*Z%SAM(B_Di4z%XzcjFX4jg5 zt`r#*upf+omBw(K|K38>led!pNR1!Ht`vM`r=&p(19A%)v(<0}tLoZBH;Sg;@9G<8 zZG}Wzz9VJj#1J%lGdih*1BB*^#xk(Y=xDqb$B5x$cui}aE=S*wqzJhh*=A&cplpRR zk_^MsBiu6Ce$}A}0+U|eWqxe?)A*XuoFtMqiwEus-8V*B`+j=;pON{$mkLwa14x=2 zpdiU})1|t>pYqd;5_S8GRYL$JTgA(946nBb`~B|g_K(VV-Ig9wy-k3$fvJ-kt66CN z++Z?h8Ux0}XF_vVqmY^HtHfHGaFDxn?f_l-9kli7fk8FtR8V)78)q`FL0zY-<7mzt zfG^2A%rd-LQH{>lj2D5eaO9aId+ys=6eX3KZ1nII5G>|tZV;gZ(Rpp7p-qC|w`285 zHse-gkzC$D&)c%bk6Om~T0bHg_r|mSHCnK5mc~*rUTxj~Kl~-nI&8cu(+h47PGp_g za|bWJ?HOF=+xp)EOYHGUiw`Au=l{6T|7YQ6{4@)fMB(&y3&^(*cye6x9m+f;{(d8W z00gR*iW`Tl=g0a__UrafXOdO;8DkZ%06p)f14C=i$Dcy^1(fKbVb}$C+X2ZUQ8 z!SIvP8y8N5$4`sO-Ldqzx*wQR8s$`#|M~p1E4eLiuv4O-w`KMAN`?oTCOP)*Y_~py zxs%&`{POfK^V7uY$UjMoJ3&XYwD;o(f0P`2;Lwt(EnE*7*L3f+L1_ruY3+Q=@o*D5&E&6zeU*U@qTOm7pD*KG|6?t8 zEt-=&&DFp`bViFN<`n8qHW?TYQ3su)b1n;vs>o%8#AEE36nq@m7;{L$6t#xaWv)sa zLb%|aq;moO$k~)|^S0q>q#DlK`RsBxF7?ohsthh)n0r%YmN}e`_AM`(MVnp(w>O$K zdHZWoUE{oakoz)Xrf27Gc6^KDBO}NieC-a;u@%dl$Ru>=BlpW7NpdLAb*s}*CB*Z; z+vEHLJL5Nye0Iy}M^7K%#s8npPviE{zk>@_0AJE&M{dJ(#MBerIUaopI7PVQAAH>Q z)A5SQuoL&uNd-2Iu=RhqcoH!$<~h_gV-WjQ#KP{d42p}yX%VO&045s4^COJ<$TxDz zpCMKOTw{&zWTZKvV^>$$UYib~)xA1j_Q<#4Dp{F`>oiSae2!=(|9lWye4)E{MfV)I z5{NiUQWT>1DX%n+`xJ_Vx^x(<6Ta%GZoyUS{VLQ@4 zQ`u#Ows5yo(?hAcSx9Zx&2toYdk#$2wpqJ-5i9YO{1aa zdXN6)_24`9*Z67jJeQ=H3Pm7vU!b>i!x1F0DfsN?!o83!ML=Jhy8AEl)26MhCBIV3 z!o}IN=eN{Pp&E%TncYk>!1P>^e|9_m_uDgzBH3}TnCqOMjK0 zw$eX&n(`tm=;}P`GdA3V)R@1XSsGj8qT7BhJ`>J_j%)Pz>uYVR%sE@r_t8KcZ#@4o zO7|RIp5_TZ0BPbvTC%DJsGmU~;%bruQNm|V@|&zBm_ zm!~=|+f+l-S;Hxnn1p}%{P;0GzaL{i*gq~KAAO$9c8dYFgantmhU`ZTAsiQ5iiQzm z#ft_Ohh`kj_UP6fp5hSsYG8-tGd(nA->oD5jv6irR`VP72q6QdK(k!w#2&~=c9UixO=+EL^ zpO&6o#_2>2b=d*wXGVT4rTDSi{jL18AMf|G<6r!=pGD{&dw%u(`Q?T*YEYHeb& zaQv+C4)%{x$akjAqifn5$}CkX5A~cywxi+2J#>E19%Wm8aeoSOJ{$WmbLkRb+B^Y= z8Z*$nES1xJ+JdmN>jH_=6dBsP-`q(2(0#}!5?Acm(t}3kN6nnQYGISi@m7KC&q$x^ ze#kHD;2C#2HUQVa&3vjTJ&c|bggVKajMqqOO*Cle8pu#`SbFaT~*V4o&CX>>Px$3 zAq{;@jN!lm88c7JVBZqE+rnY&_$70GiC03HR&jP)fypk6nV!!0{*KRZP4E>3aeW#b zbr{WhuJ#hf4-D)W@9gs-sQ6oq% z02hC(C2Ic^O7-kM!C$x;yDr=&r+B~#w65oC&^vtvZGrb;CGhQcY9GO`*#F4BZolsW znxCYv=B@_AwdaS4rSoG@(9wE_PsP5_)PinASGuBOOkj8GVmmh8R%Pli5OL98SctHg$SE3 zpFRz)ppEq!)!PZg!HDUV?cSWNh^F7P)A#&+m{r)^nOED1ta}P(Bz+X%WaZhZ+w};A zJql2KllB?g%O^ySa#*EYPM`TwGnS@zibi&1jnp}Vk^Ht2|o4Dr+8iAK(_@p;s3UO10i7`K?r}1P> z+wS!W1=72v@5}V#k?Zi`SJfy0?DOsy=p}lgvu&)St=6GXF4u4)a3m95Yk%o={8bd( zkquMbawi{^a|%AYH?kkNu9$morlLW7)H77K`yW9OdB5M@-TlZitsD~~Y5{kZj*of~ z1R(M1YoOP431}gz;5(wX4K>~zQ@vAP0r2@$MqyzOdP#L&S$a$Xf=fygr*Grdez%^E z5Z$nddF<7oihs$xHo>q!n;M;leO%Js_&LZ8v+I3Kc6a1FCcu8m@Sd3#mPvRi*E1;@ z<5DkvJaW?>TeRx^oZuOPDf$E>?J{-jn5>Cve~=nx&k~|1*e-|BZ4#aIWcUKxPPy7s z)@Q)(D!QI?;{#B$Ig`d~JPhQA7g5lumG=%23Dj24jfciPP z$LX~XK$>StP&4-nYW#@IbjP=1q}Qcui(0&4QlOyQiHHnyjggcNn~45x9)sQD^KbdF zZokiucl0v7*LOuinQ@nYR9rHe5*<{lSqcFgH%0U2GJo`jJm-+4OEi${WlNN9C`5-} zxsKFk#zR(<=3;Pt5$e?nq329I03tUclzUhik;tF}gsaqp0`;}pBfMiM^{HNVlzk_# z6HBT;EGB_bTT8#=moO;h6A#;5%7`8xkSJ*=djiCT7NHK3gXkoaHyxqkF`$rV2pxSY zjr2?(*b%wxkb3v!i+4^~HugZq+}@PW4~sDJVE&Nqi|G{|kiGT50P{-P zF#;DhoNB%0GEn%wc^Q_HjwH*l6K(C$;GxrOFCG-x=50?TLCEcif%ni%Z+G)@31{-ZwJqkRkd?WQz(yFB`wwe zIEXU(vFWoaBGQKh-DY)j7{|7hoEJ&kr9RGCwFVgHVJ>v`@r-N%7=J^2Q=XM4HXspS zcboDAmgQ6TK&RyjhB!F_JS0zJp%w?ypN*wrs{Kk|SlUlvUskZ(r#*U@|L7{?w23m7 zDPIw}J3qFDh%up6Y-N4^8j+ICxm&PyP4Hh0q1bOBWDkC9bK+5k_UBc;&S z707PkJW5;Q2$ZjO_B6lm05%;9jyJA!@YyOf%wuE+HgmXW@0E|ia4VDQmD*cc?9y!# z5zU7`r>9lWOzgM&oDR196c1-23(>-dN8}s#r@*Dr5jlzLSI`MBeRy@~256EF$eJ-% zBY6{x!5ayG8zWY@jvW(lCW>KXIe7>ft=gbAs=Em{#cNBwgT$bBfRAe*so+OYV zVV;6wB9V``+PQ&`?%Jkn)2hI#l6Zg7jUTym7e~2f^@G>*Ai?hB6(m)hkx|8B0{taS zvMeTAsNV6(8^iV)tj}*-?+P$T-AXAxn^RPP85m7G+OzKh)~asNQ>5vMQMjoMoBC^G zgd}~mXOu#*h-;4i*t`LzW#SmC%$tZ&uC{$W#%GF^E?*IQ)S-ekUizf)q4fZEg$>uo zZ%K!BHUva`ZFvj_D#`jh43K=`aVL*)l{%zBwmjM6F`xIMC(rmE;LZbKCf@tB{} z(=wV9cd-r?!e!^+@viHS(S?r1hAWrz;B?^hesSAdC@!h|0QEv1j0RTjPaJ-RHir9D z+`3%?*GL;U9m$@fmZMKb?z-xO2th!6R^%aceszJ%ENTW)HmT3_zuN{C`(2+3-CY4E z?C{JXS`mocwkN{TQ6HRh!s`xh6-S~)u}6p+ra+QJz@b)w0<<~hZw0BI0jEAangQEW zXji?CVOz%(MnpqUdGRx?6z#S5E!O-+7=g3sGsf9ajO?}S3msiAOvC=u>zAI|n8YCp zRY}PJOog#|csl%>UwRS+7wROjw84spcEk)dMCI)m2KL%TGV!)z|=9L`}C%SS)ouVkMKh;mL<+q&`$C@3NGFv zOo&aHmNb12=6#T5%jeTQu&)HQsH@Xpk{2&b2Ja{X)l{!)`)W#Tf3-_p`(}UWK19EH zMw1Oo&do}FxJD%{Hn_uW>d_AabzM6enYqAEFDFX%6hAiV^{!-<;0lDO>vCUU+Kwfp z#~t%O`Ez=j{l1Zhw_iVmX=?M@)yxL;Jg&fH_Vrx|m@8NiYq^6+H^**!{HO#zv{+W! zc=wNN|%VrwVIfNkM{mT!kRQd{EYTlq5gSb zdvy33XSf4Wt0TEl<~W8$Jx_O=;GmXDIpxDN`Q{#$g@uK4rbS}9rk8gTUiHC}iwb&Q zUed*M&5LwTrFmhIJu$A4G8&jD@wJ@?di}7^FFV|mERJHbU0)=cnV7N9P3q1RsYIAV zH`jx_4gt(d=?KG?TQ6WX!s_V~+g40P=WutXRSBFs9mjl1fC4KZE#Bt1!wr{|A>pXADE8rkriv?1lQoVlCna3u=9>-k!Ki_p!WWxT5#qLY)aQ{ zU$51-b^ed~KK_;;>-PKnpf|pG=HX}od?9#A@%}|6Qo1@eZ)lMXZ}&D_y>#X#a=J9z zl1EnnEf)!VSm@f2|L#^*g=6=?>D(~y;{7gkFE5g=qUktn%)HrNq$i3_J}NmDPcjTA zb=mrA&Jn@ZlqWTvBGX{ZBu?OSY$sekNcO3#UKezq5437Uh@tDJLqAx14uCS8{&1gW z1Nc0=U%5-XI+`gCsDraR(&}*qJxPuvsCiPC?HRr&d`OHU2v@}Dogo5lteFE&rOIA0fCKUgy+Jbiysgf@=x9Ae-5T+K6mX4V1oJ$dqu{c2w?kf5FdOto(Rq% zU%AEHn6P=0e5{D}n;z^D?|;){-F~l!kjwaLYJ3XBFa&q)pTi0ozEk}VXWp7Scw^@EHTQKv5$n`C zaq}esA67=RH6F*nfN^hoe1^JjEaM0tJcDo`|lyW(tY}oK8Mz} ze9S#NO~!`mhW4zSh%N#P_B8r)6P@TvY%(t2>@hsraN@?+oCV~_Z!aC^qYmki{c+2sI*s*RuTIJu*Qe@hPWu5h-D2^eJGG?E+ zpWIrGku25A3QZ2 zN;wlZqvSBoS5qdviFBAjn23_3Hz`)aziRdI@K-2%?qpZWm<8i6=A%nIUx1r?!2^{~ zzM#H?5FNAXhgtF0z7M?D#sN}Cm+fRzP%gb;NXx<$K3)lxiVLcPk{&vayj(JPz?m+p z%q)P373E07QW7u}7LYztV8;yn)OS1SeWOFMe;oQvk9GUK9;=CAwGVszz#MlWH3*{6 zCu{AJNu~f$9-WLCxZ{Hoy0N_)}u0%f~BGSI4Ho-KQjgQm;$HRYMrPTH1O(lduPCF1#21_QPf= zZYyz-7ru|MeINOxww_K}`yT97(pI)cvvX!}kX$^8RUHmeXP0)wdK6Mio_ot-3a^N5 z^sb)6e9YJ!)AJ5v@!>lx66nY<3rA#0)%OXcmp^{=Z=8T`n};7_k0n9!*iE~kqjj*c zm&Meyz;TUgbBcIh@7g+B?6IUK$1xC?^nA$3J_HMe8~hwhwIOED_T(AbT1bou4rntX zf!B?Bb$2rau#&lfOXOBp!Bv8hGlqi`Gto$zr#xQpTYjul)7I_xdT=U@xf^wzg%^p$ z99029$Z8|+y{o03FwuKJ(<&*+9O;W`$#yy_ zLu-EHotTwf2*Gsly@+V=lb_kvb*=yz?OD0KlB=RryHuvP zxLz`gJ{Jt*SxP91m%-@SUQw>}&|}nP#62{gWZ0I@ThFb?haqE0>`(|rEc7$9xy@1+ zgWA4#B=c|eLFcxli$6~XC=w8rQw_?)xp(}-_p@Kahdn$}q*H2et|}lsXYV7hpkA33 zezXa+y8<3O6W@&qo!U$@V3GtcnPeXFn6Y8>X3-TCd%n>HvCFT2%a3*Yy&jbN(=NQR zas+~hH$$pU_@U;Hf!4KO+~LY}`jm;$S@hIy=OLBFcqqM4^=?beeWX~OvxXUW0b_f? z0rhk7i2CdS-G*zsK}UB-e6AoRnl}>J;Ckr-oY#49+NB{2WyA%>sf5SFQL=*_iz+SX zp7A&wJf#2*2j2PLa^Xe#?639=EQNyF+(rjdp-jXj^kf%Bo&W@Sjfvj^9yBq-ZBOXi zf~Ct>bM!mUVD=|T+T0onF*Y;er!WzLJ$!ao@Tjpf#<+pIm?2CZbGu5jdDlHlY{0A< zUOQsg{gb=J3FRFz3Ult|Mti{8;!n7-5EEf@lihaIeT$HLyW8eP`Uqqeq?TPfp8$5# z)%=e8v!SWX`*5_JCU6v~*N44tf@^OF0x2bAfXD6e)CNF|z^$ z3tsw7)DVDz+l&~$DL2MfJX9D$9S6o+^Xpbr=rQlZ2PPI3zCG{yoOu459_#jdJvK$m zzj&}}4F#@Vkz#6YXbq#AaZ}a>Hu4SzmiId#_NQ8VUsT6~uGdkWO)mFQb_>a!ow;W~ z;JnD!vrDmPzRE?TG(pN@MYX(7d zh0nBePX*#05M906asXyQCH}EDQpUw=pj3SmCmmA`^fM=C4VMdSz z)eDE`M|f9Z1=r*EQ9mEV-lRr_C~S_yI)n8E+~ypyk8IYwakjdc_61*F;^Pt+VRNb+ zmS}{Dl8fEtWe~?=`}P<;w6MZji<{ZyZi->T!|%dWOIE;tB+ntJYXOM&T-^UuybB}^ zL+n8|0H`J_wF>X1!<-6}){SH(Al{nQ%IR7S8TuNIY@L!2-@hqQ^=&)&TuINqIxYw4 zJ?f(~r^H1xS zy;vx|lw$xM9^skwZ~Tz53bb=Q;DYiG;dbX8iO}#i)6WeyE?}hPwk_$wWkjyOVU=g6 z7ibq{xAB)2BN;7}b#HA8FwT%uB@J@iXy{?c4N;@>u>5ihnbMvFBypeNiTD5`80>qK zkG!^_G1@CR3q=pH6FoL^6AZnWE%k$QT`VEkup+->r=~fkvn4Y{+DaXZ?Rn0Ay-*li z6)@=(-J^>=Z8;i9LLh>@piSO?JSK(~%^fhTpg&lGnM;wT**3IeLDe{#q`h8P)M}%KOsx*~YIf&Y!3qV8 zS)RTpnt>nlu+1J(Z9R^iw0<(4JhlgmAJLxG?J&SL2^adtM+tn3!*}hE&A1d@Dg6|_ zT1uKYIh^p?$d&XuZPK3J&||PNi+D8w;_qB{{mvGBD?F_ z=KvxHy-G|QZy^nlZB@u@Kd^j!HNk$K2K6;5kGE1=!Cl_nUWW{WkO+_Kt=O*%DEX@P z;DMwmoReoGMIUD_cA0BJ^!@fKO!P$t#Wde(ObKU^GCC`dscCSSaB9e60@5cr58va# zMx?eTZk9QQ5loMson__01}DO+B3LxAEw`4!lf5`F($)z~CvO(W&YZENPJ00pBeSK? zccy@0&rCVRQPpqp`Yt|&K>?W?@7;#6`icu&?|DG$Qt7hAs}ktjNEsXAv-Uf+^1YIm z=kCD15xddoa|?*#jCp|6mIa`YJlI9Q^Ar@>CUSO*zXdjxH$mIp*nGSHWbrpW*6nxo zt<6=xP7h}Q+(?vpday96-(xphY$F9!MUr7VMG-QLIwCl*R}X@fFC}gi_CbDv$!8Sh zrNK7;a5hJQ2`Xjwb~ft$f|jjxy{_8z<9yG=J~)IOhsc|47v(;=B65Bjs(2y;Xm6&i zGK`N!5KT!|g|Pwm=pErJPru@_IIeZ-1rk9DYTd!L>|fiY^n)eo_e#4O&4nAIE6U?fR4 z{s-x$v2?Xf{#^lU-@|9pau&AqfSmp8#HO_^5HgyrIp52r!rO$iHMH64czVpGFbNDr zM#F+<)I9m?E#O`dQnkhH25c9<=@r(<2*R;S!8Nz9Kc zlblo)-Y~Em_#4$g{37Ag)FiEM_jmC4rpLPdPLJ=_8O3ecu<^Gu7pcF;sF~Tj+Wi8l z{Q{|d*J=Ld;wH%lFJt9*0>fy?%ie7Ucv<*2SMVQpgTFUOZS!P$ZR&d+Fi1PK*GbeJ znI2KdjXrDvueX%ly*zylPmf<9wg24?l}1U#Sru~%%x@1hpaWs({H>%vmfyM1yXyF{ON%g8N}1o-Mux#u(rFA!}hqKG&IpHpSsU97~*)(dNf?D#Jiu~>)J@uBfil2qCwV$ z6F-0c+d*pPwmx?^HPJ$t&_;2Nguf0_tITnXANsU5n`bjDUt3>}*e@61G`2;J| z8zDT9T2E$|=9_yG(AqGzWqYqS+HzcEA@L9;^tI1l3Lcooz1@0*q~cHs+_xJzVf*j} z${?ZN)a6|b7xs}`fAs#02U4qA?ljE4cn^HiY)Ex-I?(aTVE4gO96+MTUvgq@J6=Bh zEI)rd|IY@gSsx2E7}*pDP8S+V?_6D2Zx8mnpX>Gyx7+U(X|)Qf!8M&xay4l)x{`G!6P#T_o%eNor6r-Bh(9R)vmp=Utb#z`!J@R4LFOc_4l;&26Di? zr7wY_rkl~#J2Y9Jm0RIjU+#*9_B0YOW)3T9e+e>IM^6gIZp8zsU2}QH9^Tvn(;c|n zT@~+9l_=%t0j2}+HfZ8m--G?@{{P|cKf3TExa+Ti)OKq}W=9;b0|z}B=nHT9X?x1< zpI#mBw*)a_t!q-%?x=!>kT;{=95Q-ukaZ-QqMK5?WqDs1fKg_ni++P2BF>)A$mWF!f6;y$Z0vx z#tX`sM6V`~@d8=Sh0laxgb2JDMsG_F!9XGFZvTjlpzgJq%{ogRgthIP>8h1~>i<7l zpTAlkZPBFPg0u?6Mqc^&{&DtC+vB^UaYuE^1;m|hE$@;HLi4w&tUazegTUBL;uEV* zNcm+buXckCu+JMwNDoG#o}lQ(I?MA=`q@R0Ln9eEaGmz5iI#ye3K~j7dtM|~Pa!LR zVipX?H3LSIXn~_8#W%=j6$bCLs~t=d0f*MY_i;}}VN5Qr)G>t?ebNiuDa1Pi_ZPg3 z??zBThB?J%4Q*2x(42W_6n*l)4x|R3xy7x7&Op-2l!aoP9~#(!OQU`72qcRl%g66I zpwddpXM@^KP^WIPvXw3liI?v5y0-SKmmLXWWO|lfKMzqe$MN zjt9--@WL(UftQ$J-r4U%44HRT#Nsd|8 z=sqb)F7BotbXIfEhio{3J{+rn2S?PP$2!jNsg*Ng@T?Nl|6m3R!lG$bw!uifFDpjS zQveLR_`d3PQzO36$J{gu9T59L`MUY}Ih5z*o6Y;|4KSmFq#G+}VMc@L%L)%YR2>ji zA2gW5m0y;ZRAy}l7xpwpgApg! z@$z3jhWHF=HY=AMgxI#HM+f}HQ6Y81;;N7=?47e#Sl(cX2U4paebZE5L=99WbM{%r zb2wSIf*l#Fh2W!f>GMg6PDEiIz5lvV1&mExagi*YMbmezy+$NHA-RX_&w713aI{6q zU+4?(Kz)pA>}#JE-Nu9)N-8}JHxyi_NMfn z_YpgUrobd7jfU0@%5lh0pX_$rm@dD@jz<%x2`T5 z2S>rZi^?P?#q!Y*(NHL_78ywU=q|QC-~1n{$Di^4v9v|IZJW*7E=U(!lVh$FvLjJ> ze`eP-W=KCeP<#g4v!6=xi_vbf4XmfFn$gBx43`p#a&S1|+n*IeU0}KPWvP5%^nX1_4b|Kw z+4YzX9O69#qpG-&?&cS936+be#wKgRmtzxN|NI$9&Ee{*h>DCJ=wIiZ)D!SP1TGN^ zU$m`Y%3qQ#WlsvC&%OPToF@(i4^%x!m_CRzx@x}5&*uclr3rnCTy_4h2dTC0%p>@E zni}L!PM;rq&yGY0iQijNO{4TA-=rs5LwLJA{g_`rg4B3yvd>B> zWSG_C?~eUre11Ist01-M;DLupdDK98B~U!Z-v9W1io8!^lh=x zI!Nu;VxwOuH9@CQN{y{|kb2`QsX-B^pMLrIM|Rx*hPwQnYjyP7>A>#tpov&GJ0dlD zDo%asE9%&Bwy=^LAElhAObzF=CR7-`gkZc_L)_ZV`ln58{Ob2fb&H}!`H}U z=}h6B#*uV2u|&LwJ1gD^D@GYjsJpl!HZ}Cje?3YK>rc-X-?9^QB}9^`h<}b!lUG(B ztP0-)*FL(Ke3ekgi!Y&WDCH(rU3hT8*)(9UH>w@u;*s2916!JK&Ar6wc-K=cRjWRt zH-W($1G#7R{v4&|pHO~qME40)9!!s54*AzdsTC^n)ShjR1WJZb)pB?C^(DF3@43Ei z|44m{XA`XjeS$!39+zyZj3Iwc4zWk#dqFJf$+f)Wym%-z`8j7yY1aYB^GVh>t-(jB zIlWfd#Nv1g64MeW;sY+B#&G+fv}9M12#vVwdiD;U9tMlIZXo z#u?~2Z~Wa+YOSAljdzsx0BN*o#hWpF{r-%^->38=O6{T2qa(+ci{M7THFLMt&(U31 zvz0UASM*?oVl2@6ybVIfM!zyIXuuYfl&#L8iF{9p#`3Ca!=j?z@?4cWYA?-}30&3# zHY3T{Ob=h=;GgBGu#o_W?r!P2mGKUjc$0Or;OWa?k#kN{z_1+QIOM9(wVM!h+*C+r z^IK$)Fn>_3X9TGs2Sr>_J&xaBQ0?K-crYorYr8ad_opbeJ1TTi7;!HMovv}We^c~R zl-ivK`-c;j>p_`VS=c!>6fd8Cro!KfQmcQg6E?E*E*#ogh3zX|+j9NeANGU&{cytu z+nwIjxbCy?zVt9-M!*HMCv=FgP{1CNNy$IGX|_YG^OoI8`=QXq0t9C_t=m7nIN3JKLq{43vlXq4-Gr$qBnN4R)dj+?NV#2KECSH6 z+|*9mEkIa$D502bQ?SFEqJsLkEL!y=TN~ z;ntGSb?u8|i0YLcL+-XVQ0P-`NueWw=(As~yOP;KG^Rh;=p_M4?LRD%>0SjAk7GTH zxdxE?9m^p~|06)1DV5(QEQQzJpP|&=jSKP*OxA#Rw$#VR=1K7PMyaVBl@s2QX#pKu zMUp&8-~JS(##dfDt-T`{yrLYApK=*oZx8mn0_*kol}T%JMX7(MW=$!rpwh&rfZPvid07_r6jav z9q;^T!;aKf_GBnEwu1A-7&EQd94c*XD89nj2LglT1;(Cqu+O*oypW0zY`X5|N1ji! zhSD(_uF!6QCj}d9y|zrCzL25WwBh3*%rD=-(T0yUI4VDJV6`fis4!O5VJ^F;Zo@FTSQU_in%Zb4vKWKZ0eN{cRv&`*W4Hh^3^J*mr~ zNhDYjw-S218%Vv5dSsYTgNr3)MN%d|l)=7x$K)uHiie2Mkqh-u`L-^0FT*HOa;j25 zMaO`@J76j8i`;sD`orP&V%|#DwJn7v;F(*^j*@>mN{!gFYj14ZQP3#MX?yo923=ZE z5wU1ff%^A%NDon`p+Nyv?IKM-sPRtWXE6UcO6`VRb9{SfAlx1yKe<0E9;LY$W_XGF z!0fGngtGfyNUm{#@cu4mP>(*gr+Dp^;rn~i%HU-PFg&fvdaxr8iINC@;!os&JK+Lc zv(7|_hEGQ}ajY1!zewJmUVee<_BFHn#y$ew4@$9#6pIK&z3VEpsVS8BJY-;=5%@=*baGk#Xryz(?{$cn{b7V>R zVpdAi7*bs7-HUkwkxj-Sl217T$}_=SCI{8sts=9Esl~muj~t1JSZ7jy?g0& z7d5Dfm~w=016M)g5?4DLUVgBIjep4q?t>g{pA34{(tkOWnxBHT{1#htsE_|_d^Nun zv05&*cb>8Vv8#^kH{9`GF8HzAH0U>44INN}rc+uxuk0+);h6h%j0vjXC``g(IHHW= z*dJrJ8RbD%=_ylEx-H_GFI**1(*qneMWvCLADRo2&aM0~h0fIr67JCN#%;P?N9k+i zxwfUPg8aj~sc0-k`ki)LC_EX@JU~lTgUY^`#Eq^Y2XRmRITtnF;*w*Ou4?6-g9$8B z_4TRCXeBM>di&QEO_($N0WVcoBG^ zI10EeMS3iGn11(n{kdx0{`p^ZU9?#AF?q-xG!AxosEb^dJ35O$;$RB{fn4Y-Ddfq$ zfaN{lgt)5`mgYyK(b3~t;oVd?$aZQon4smS-LWGukz@4WIjH%DqCP?L1^84mUSk3*^b8R_p!>!0K6 z_Rn*~^F1Wy{i3k&aA9fORT?e5A2eXRx(|qJe5#ut3gMyDS4wBTJK_Fe1 z5aMKDik#m~HH4We0=u-BVPk$EUc5USo{h}btm#L`JB(%Ezk>gx9{+B~e-)*6wVOj! zN{j-WyN7RzitRz7APJpFe*@cl}kA+8H9& zjnB%cVR-+=?Oa|zUu^WBj#7IkY@%P$!Uea>9yI%;?MJ?fH}eA8yU^0n@ttkuH9>+JB#PO_W* zF#i1E-*)$3|NSche_I5;Uu;D22TJYNN~8b2l|}_+HP;w2C_z*B%u@ahE_61AWD*2F zBb!49c{D00P+7v)%hiNCA@`)V%gF#aM5F1t_G;r>bc;pVmY}`_CvSca$ ztBW=g$Ghp1-MG6HkdL3^&7X=K2oPzu-zCX#20ueNw#Gq(G`DfZ`V5}gSN$-X$O{+6U2kHV2jfZ8 zRGF~T4)a^RrKdrPN}jxt^fMfN8ML<|vlD8P?$fkVF=Ed2h-JUQICPV3h@!qtf%$ll zDW3A|#+%vsF^_t09?q(hGzBjKWiBV?=ZK2WktI*d6C{0(Njz7WLjQ-oHxJ~h+aCW# zW-=sF$dIYXJcYfsp)yCJB4bgRGG`t$%d8}0NSTK+l`$zp5`_{WLq(Y?67}`H&vl>Y z^Z0!~eV^aGpF4c-?T^+z&N+KnYw!Ku=bW|IYir|s{K?-Fgl_IPNWSwC1wGc*8OYRt zGy1mnetZ##()=azs_P|PLP ziLs4C`>yro&(!*X-;kY1W$Fd=>;j|A>6QQ(l{A+=(3*knefnbUZWRqIGoL0C_S{4} zwi%dc8;HQHRMn}kd$%BY-Y~{Fg&O#FS1{e0^d*XAmGWx4(gORed$#-iSVrpidC6tA ziozN4%Ez{*6i7^=<3!`(Dqv<}8Ml4hgUH{z>86Pv0)Mv1cveGMbfSmVCwpWWQ-@CI z^HZ=ZXfL%_PRd-yRdRanF5hf$XWu8*QhIy*hLEo@PEi$q)}CsOQ4PbB#2lwPB8_m| z$n-ej3m?p#Crk5e%OOl2lsHblB!Z)MCW_xX%a2p^Sr&y~eS;Mn3cDqy8}RY_Crbgv zmq43a^=R~tAM8+eGimXE22YtZgLjY|guR#Rb%kHQ1%+b^NBevYKrt$H<&}9UJXz$v z%r`uX9xqDBi{%qzJBeQZi-b-f-0iZTE%^tyg`Ck6TnYV?J=P&=>+-jKLOR^JjN3L0 zO2QWE^BEG5-0Is173npILb$r&V)8K@LVame{vT_+QRpY-xqzw zj!aCJ`8{k3{WFph6X;NbUCrQlhNBE&-4f?^=wJ(&T^cxKF@IAWXlMVX` zT=!l0Fa`suER_l;!r@l`qu%0z0eHM~OHpjQ7SQkU_`3D}JJ7X-qV{}4Q0DUpJNU31 zG*_Qd)Q&A6{`Od|UCdN?bk9p=wkS6kyr+0N_$m>mmbwx^^W^6+HDdnQ*_~Iy;XQ$U z6XC#RWOt!AZ7ldAjNTWIlUnoKB5T-|yDuRe5;OAe@haXzSwc?KZbES&H{1MZkg*uu z3~t^V-6aag!l&y72gWCZn?f4ZDi-3iuBZ0uAY2_fm^>}H-D z`$2W{70EdP2ISghbjw(w9u$m>qF7m8BBG}Ou^k#JpfPl6Qg%cZ9Z)YimCw0^!whuI zRkyGzn6|qSC~;(C>-ZT%X$?<2LqyWIwaNpt-k&~?1drjT@q3H3oYJtN*>}v|X^&m9 zR`qzI!m)s6Ejz2XF8=(f{~N_VU7V4QzvmwK*RbsW z!o7;R6N(uwhYUi=*eI4THK zguTY_B!H>=G&3{OBV_xKm-`S}UmiFxPCABUc0>kWNz{fJ`!s)}NhLHGan(mNygyi*}eid^s`Q9k~#Z|~@PuQixjnb?kiR(~8!kZ2h)Y>fAmQy1&8<>FAv_&WYr zcf57Lz9Dh{RlLt#GKV(uX4~`FV^{om*PPoxYVv|@Dc)L)6c{T$)Mme@Z8q68Wj`Mx-SW4LbYG; zZkT4C-0=k&Evp*~(ToBM!<2>cEF&-$ zq$OADtHE|v8KGh#ZsbkC`XTaj544C@1`#pOAsPeIxo9VSV8~9T-g{mh-Ps??WmWqL zXUU#drM$?jaMZ_bK%ut~^IP*SFS%aCy%+WAQZ8B z=WdP9@G)+Cxb-@2{90_BOmBs?U4oow;tX)PcO^fIjXGY1d_(I}68!Y013FAo1`?Gi z3L)C>AlALU+;TEzZC=Wi$un4lJeHkv0xC8jQz*lk5b*b$hus-25AYSYvsP1 zSdP>q+$0jNW&-iTH(XGE4PAdG;CvTnfjqDI_@H7lYT3%hMK_oS>A9>9rx{xjSMFN; z9B&=yfB%+-S4aeLwB^tVT8@Fxd48tMY+^7Nmh&auIR}>$C&M;#@_<5sF@dy$4t#%D za7Z5uAU(OeJyDILz-gUKSFKC{A|-|qjUP^d(>tOwr(2GrPmWco)UETFD81LSo`*@H z-V>=*QI%pOTSnV?D+IghWmARqdE@fWMqw9MkKx@X3SQP!hG9;I$HfjOj4^Ss9BV7K%{o& zt*q)y_@b27Y^}5kT0(bL9%MK`?I*(rr&GzWos0KdwNWp~iD1YpIr$tmmpar@$uPl_ z(uYK+4shTcKYLF-?r7+_bAqC{XdA9WLWvnkKZmK^6@Jj}PH`Ka&sMHR-E2Z~Bvt#u z6Ws=PYs_05PZHo6=b@bjXC$DbT}R`ysWBKo|56$9Od3tx zA7~+aHwPadnjVr>q=9McT-xSACm7<{b;M(n70RX*-t?kn7PACU6G+dk!PI!w&1N#n zF%Hu^SAR7EGoUAOG$lT`nA%$Idf_n~Ho*45QvM>=*>74m{qXo&5ckaJwBZOW7kf5l zSWpkgGDLsr?3KWldk>{X8**ZX>1qx}9v*yTF+A>jZ#V1}(0IftN`=EJN;Id=mqWsJ zu)66(jHw*NyBSP9z+ZY|+<}S_J2k{V;SCQ5FYmq!HD~}1(9k>b+p>bZ($j*yYCKrY zT-0y7NCMn=AGK)S%7lXj$-Gy?um9=yV;!QlE`K{;&6$2%DUhj!Vhc^v&g<=Hci0v@ zFIEYMZErX{A}L4Ao`;N%N>{)(yeKlXk}Al0V6g^= zurs?pasX+TjLN(>UV-Ebk?8wnHrV>~TCePRQoLMk>Qq&S;Q6cU88WfcP{|(N>bn+} z<&8FJ9pR6!P%@?{)6vBUboEEk>;X?`Pakz{9&l9~%!2rJ=pS!?j?2p|nq&kai^>9b6KHs8U5dI=& z=grrmjdw8@65Lnj#~i_jxejMCV$VfXzxYB36IXYL?b98Att=cw1HJT^BV)Yla7qm@ zAK9B=@Pr1p7EMP}z6gXvq(<~2h#l8)1spi69uJ+l-p`i%M&RZV5ktB#E--Aau#367 z7mGzUARd>iP?zbRQbfUwk6t+99548DnA*V~PE=v)_kjDTE5%xLAat7GbV;)t?0zLq|ApHgeJvtiY}0;+iR~mKH}lgfG>T^#(u-B%?_}Gi zxIV^Uxk|rOq06ZK4XA6jfaOD-F&c;SJ@c>4qZId>Y8_{GXS4_(G*0cr-fd+`+3(jF>RsnFdMsUQE>0;Ox}b2Rd9e!*_>iaJ8)@L2T0KgoLAR?JaWx;3WsbVvfbN@6x)*))^^0(uIb?0l_wYc?wrIn%`HEPkqN{8eL(OYn7 zu&i%7G#goD3VJN=E(X?;Aj{RPE~MfyQku_o2Uxfh!y+=CAt(KsfyS4*z_$>pKwu$; zrc*71qB=)`tU8O0kZv>FJDH_w_5CA!b;GA(>373P!!-V_hYXr`?Z|6p9Rk2CaUlBO;F+t=Uy|)3A|lBS>2Y7N`d&jHEFU$6)s^l zzV$#b4zDh6ueBfa!xJv=SJd_x;s>|0r`|ev;HqgU!%eTWu@G^$B&n4@7VSz{HVD?h zlLWR}EdrijHo}0IrYAZ2(?S-Qv@&Tmv%xmG~7*biv1@OCo z_H88JlVQBJlRbRP4!lS5<*kw@IlruT{~MUv_<;vsEc4UhBgH3q!uA4`HySB1g4cqN zPcDbP)=ofr!aEZWbmoAv#+-sg%|rC~*sF!ZID(5S%` zw5P}dT@vtSb4fzQ<9>L1-Xk+uvxlF7@75gi3u|yRPTiB<+E_%~UC`@?4;GmD=GwZf zidC{De2gzg&*(2X;FdT}0tO*nEHw7cNdmzkpb9rUnYSC!_S;$D1x z;qm=Eon#2TCx7x~D+{h3b#vMJ;g|8T4pCc|za1abx;?=XK9Ml>!u5pDk!$FK{$<3M z9SK~nt^BtigrJkBS%t}WXM!GO0e(l(gqp1s+*sP

6&NdyDFAWPNS6wjosphS#W< z-!AS%d;8|J7s5*6lYec|@Uw0-7bs-4m$)8wDyOx(@qa>zSx-V_c#gok?b|qgM}*L4 zDCi1LIpWJ+^%=G z4%=1LCRR2l;j&Ln6iIIW*n{`x^D(ov_aj?vZ+vla#>=~4>O`L!ZjMT*@i+3s1*YRd zW#%^z2EjFJuf8|3*9D|C%X(E%b6I}R&wC;tE2u#H`cRwJe6@7e}GM(twmr?jy9`8+s6m%)ue_pnaIbL$C_TzF(F}30d^p$b8KO zaI}wdajIPkr15xnM4e^FEhd(I+Wf!3qShg5>+-ku_+s@wqCPMHk~JbUb*{&tfVYKq z_5p#wIYvzo{?-=}G{jz9V99_9O2@AOhZ>P}N(`}tX()Kbu%9-tyNQaGN9=+RNI=@S zE!W*DMwFHESfNfk1MZXD&Sbvbh!W_9M8yL0p=(MdCwtc@npqUG6LNC_N>TFg>FkLD$ zO>e;GkF&GzS6stu)U@Y^Oa1Xx%{hwP&BoZvN0DvS$N`h*UC9Z!a|qjZ2wNgAH$2Gp zsZ%cH0ABLDlDFwFHKw`QZEIRjfCF_Kn(q7jY zXg3W|F$wm8xjLEgqLvnH4&Tlb#ry_V_jc3`k?R8$6BU`j)n+*8vi(T?Fd2B*C7t`g zEQoiQk@mcJkqXkggr2fHaN>+}ia7sf$)Dz{b%@%!{H;A~p1e?bIO+t8)Dz7gzXT%n z7K&uHX>Vvd9+T4B?}kkL;%`#NUxnEkh4)q>_Yha=KntO}7wCKul-c|~4Nc$cNX&gM z469eBX6z&BQ3k1Ed0}20P*MkTi(B7D4t+i+5~4Fejx)pbf>bYhKrF&h>#qR>n~g#j z_v}G?no?;%VhztQslDB`1pqr5+5_}RH& zFFkpq6h$R`bIf3QXg>qyxlRA6X^a?8dVVE(=JgJUpX?`ba!rEai5nSdWBCwMHuL0` z_7R|+&6H|ue+pMew-tyJ9|B_j1ftr6LD+NYBjQ%off3C*rns4U7%z=%GYKXFiTzH; zN~`(tg;O-$OwGyQAJyZo7R-j_=~Y~)F?(;sCf6wVE7);|Il0d7Q)8+S1mdc;B)n6OPSGjq@nm(axz*KycnF@ zM=tTAK9PV`A?|RP=m;G)GRZ|L;?7*Fm3x4PEF$caJr~*(krnf);4!YA(5oo_HiriY z9IwCPEX68#&uJ;aOL(Q?XkTfQBi3jM?`{#&!H?Lf3SOz6!Mf~5@A7CcM&Zp<7PsxO zXK2By{CR}Sg!I3CswBdVRQq#`f)?R^18?@z%2620``)$xY8;%-I5T@AzYONdr(cqB z7=f-xQWul(6Hq!)`K@I{8Iah(+Y*C*sA}o22@KZ+#m}y1cX2jAP`Rr&&m$s;f%LSx zKrS5jL@m5QApt;)d93>^0}kNp*qThA^{4T%4pCc|zqN;ofP-Mw&^eF`^!EN5?2h(b z2r6V_bAh7%!~5L2?UCQqwM;Ri%WGli2fUpr*4~#?5h#p!I)e+HnYzBiWmKB;U9aS{ z2v|oae)QkTfYcZrjCa)sfG+XQD*;8>=>D6!SMzH-TT)UA3|$3U5Ko}t)%HkrFevHI zzw?bB1yNd^Yzp^>oDah<4lrh*4v%ec#*Gi6ont#pyE)KJE1Tqs$rikGb*c8u)H_^P zFkj6rdmW!BI#qgq)dw%cmhb*?{uE~APgR(qR>bKOA~TOePT{TRIRnUt_hSvA6L+~B zZE(}0kPOAB{rJ+Gi&EBW?>m~#g&&kz8iPlJv&s*+yTD&mMeUo7&!6=5Tm3L-Jx((J z(gr=ogaI~f3ZOR0N9JMl1RQebuJZ9IfiqR*-p8M6py!gG72z`ih^*-8WNT)@J|sL( z2`QuC+P6~GO9v@%Aw#!(AA(74ZUPyZLLSOi$@R}M* z^x}v}V05k<$ObqYomWdgyF|@}N4u7Qkwio|xa1jRm*ie`_t*$iV=3i*u_vqnPQ75xDx#MHYs1mI z)3VQiP+ZcSPF)q^uUktj$kf1K^s*L{Cjm%Y`y}njxeX`k-bip64u)BgYNmq`n{Xk$ zmj50U^UL`7Z(wS6q+*)|Elj}%(=6^PIgcK(52eUOuf5!VbK659smULbVf1m5jw^1S%52zI7T$qJo0g=JLQ`ifmdanVt&Q@bk3@Uer|`Q?)Y zn84ry$62dxXiogW7q+kwrgla$=~4n?1K9Ht^4?04gpL<(Izjdw;PO=ew8Je$P}ML! z-f*W1HWzj2gzo==GD()Wiw@IbTG(NdJ?;-0JXO`ZYd(YPD>-VnyBB{MfBy|kEs#RT z^Gc99gh>u)Sw1pBw9v`ryTuYZ>~apRESjOw$a1B)*ihg~nlU)xS%4z0_L)3&hap4qtNE;D z=zZ6tbFOt5PSTFQdAf-mx#aQ$|0uKuT~@P-r&VDn_1@fOfhcAms`%p5n!teC3?43N z4Bf#hLu2U)OiywCg2=HicAj{sW2toc+%b%5;&y1ss^HlM@yB%C{5a@a6Q>oe9_HlD zs9Jflw(h*_sT94*2%lr%dDA($2e0 z159mYRGIU(TRl9uzCTm1L;`A_-4IZ9egJ`V8fA%MazOMc)6*SS!S28xlL0H=k&sj% z;e^#@oZc95d*PWY>?`E>#BKKhj-Id|zfSk(`EVVgwl04&VJRE*?H6Sihfj7-y=R9G zB3G_g?6)?ZfVzvGQQOLN(PkN+Llgu)00QsxsFE_#Ag@E!NkTEGK9Rso%wd2QQuEkm z)z+Z#6slZ>tDoduPP1zdzdi*-qYv`*>w?jP@$-dxPi)}AlY^XJkuu*ZXu*oa=*@7|Zm-;uc^Od5Q*KxHt z=b^jNYtFNny?}gj>4q}C#2s}ApGP#oIaFc0iT(CA+J0@6H z-f%*@6MneApf)={JBN(W@e zZgVVCNEi6sUVL*r8;)Y1$P}PHMyOC4&KVo}EdQOv^J5MFLGV$co7m@mdV}X=mv{?{ z#ElpnFeL^f@6&M%&NRPHa}bjlMM8;^9m$vkl)#@<`v)zfN3vEYz2 z=JF=TyBgIlQ?E$lx^qDcB@HC_H%}pp62u(vMdMbjLyR$0^$bt$k>2Pf`1cFWq1m;!>n8bO6SPh$T2yt3j6gmVV8i zwRQgg{A*lU_p!S=d@`sZR3$sx=uQ{MUVdT8t zk`huKskff}%n9M5_PQKy8#l?A6#DL1RilDU@7iy^C*t2QH2-h~{>5+jTNBhMyr?c$ z$({t+GbWUc5#EUSfZNI3z_q2xvF+Of0@63=+xWzxDQ|5ph?`g*G5%_`;rze2djAjA zU*8P2F8>dg{SE$XZc{@k_T3hgpWOeH-W`pmZ2G?CpK=C;8R8^Csg1;uv=?$2-12M0 zyO55==+eOd=Ll*^RmW|$zd6Ijq*YZ;(Y~Mdx1J9zn(h_fQC^tKqL>FY(qg77bXleZ z<8-s@u6@)S?w2A@JW2z!VB0@0!sIKw;e3%>I61r28t1s|+&kJm`G}8I;?lkOSeR>I z?dvLkxZ(Pz_uD+0F9t)4-JJ@ef-F=rsr7vN4iUIXiGFT2B0&G@1ht-nFC3W$e1Ujg z{b)$_&o>n#N7~q9YXk?EujG#@>t#_De|%}E|8|fSy{)q|k_kmz46*+4iViA$Jd`8m z#1OA;c92$Dqj<7%4a`ND!qv0 zl2$D?y_(&ysrY9@Sc_;|igMFq_*x_8Jy-sVE6LC9`R~prvXzr4QCY&|S(>Uwv!MA$=8f1l$!F8HjkFdS;xy$gBJ(ca-Z+X)qqz~lYg7vj|}pc?s* z)72IRP*<_Pb1uOf*?XBCDzp#)t`7=lwDYJ!g2qn!;3 z?BJ@VmErvlF=%JhPO9ZVX}BV>J*CW%6-flp<00n>FkrHMq4u5>*aE4f8!P5vtkxnn z%9;<3$SkE_P~--G1 z{a#*x6XdNbV(N4#Z3sd zTwq6<5zj5j);^^oeK}YE?X=)p!&xa&w*;);Lx}c@2*ZLNb@vqsQRwr2{Y>vP9a?Oo z_P>@i4S643Quhv!K`Uvrjbgkpbi87Ixcl0%pVt5P?f+XJ@7z4ucADD~=<_n-1aklQ z?}z7BmlI!~s)PR4!srU2n?G&Oqgr7Fv36Uao&F&*DC~_gx<^^PZrQ@2r+1@2H(Md2 z^Qn7+g)P8l)TL=tQy7|gz#aRR#u5C~UXP_0B%s|MulA?EmV@YOo;PfE90*z5H99-{ z7AB(3S_{NbfYIwa6pUXMpntjZgBIN$NRuRuNn+Rst(w-;H3uotYT2oSrqYwZ`g-rN zNrBC}K;gBNe*fuBg}dpU5zCfLVm~k^=0l!!(&dKLC-kRpN{Wed)7Zk>aQgXvbGT# zyIBD6-Z@S(Mz4lk-%8CLZ4d*w?Cs4ikA;wP*^Q0|;=+*1)L)oftZ8)3Mw5&LR8(v4?-CP5RDup#t&(ZCJ1GWX4&bZ!hX_0OU8 z|G8Qyl^!z|5oLt^T-KLE6@-yW%R$CYT_)HuZNMj=wgVkZ-Sv=Sh!aMsh+8!AL9}8- zWwE+M3(PtfB6Re*kyNK%GT+O7q#ZZUJ1tQwe?y^it2y5#SZM#ceWJAp)qgP&m9|Z)Bn89y(kyRz#3}-p;b? z)sH{?JotM}2`dqQF4MRNO#`)rb0lHEylVgbMgPRd{ae3Gbnm2vV)MHkzMXU%=8K;Z z)E?&wD(zx(fJFl4f+VL{6qXi}!gr6}s2H_Dg4!s71n zO>=EMC*i^HGxqGc>c3HB)c!{&n!JUGL z-8k%pPVE;Y`QhsrxxgQPU(p%5mEV;1C@h$YW4jYBD6yjK@@ZBRND+MI^!7#k2K(|% z9Y9y}k3dyfs2!P%{f6_uuk;@!sQv!_zxOfuq>=7&ojZh21y8)J*!+jbXC(34JJ#(V z(T$1ZYxjAFH}ub+5uyrcH^=@%p2lu zBUzH@T~gRt`C`brPxRl^GdRM1qOA8{- zfI|m2x&r+34W9qm8m(S%%^Qhigc441P1iLZ#HHxn0hYnUke7V9U0r9>27Swad~-O5 zng;>{CweVfbT{zROa%rn1DzqV?%^_ZcVp`ff=OrJcA-Z!X1N{_oBtEx0a$-WhtAD=N zv2_eyeV%a$*)#xxst>h^gPVbdcy;u=?nZuEiv%;+9vXnEfaf|{XMWkG_-kwb{wWz+ z5zh~oVnNX^|2TKr&-rPOKaN>1nTUa>s7;~(of6XQ6;rwG#16&sM!r0w+c)TsYURzl zHzPt2^7!d1trZp2G`(&6mPdi8A|v_5g!6WJsWPPoy(8zKu}db2X?&Tsdm=kq zAncRzI|+phxaHbaV_EtTj``6@@4OQGcONf9hbbexsV+my$&u!Jrt7X0Ecln6u`Yk@ zCmtgL3f{L5Ku%%3VZFB=(w#gptUh=M9zA!eVM$a*G?J>0bgLLd=c+Rsj+!C4x>sG- z7*yeraJc2r=$b1d!>h?>dtV^MBBxl-rGFNTTFT-JznnzC`0+mFO`&r2h*uUFwWl7;VNbD@^JlB@G z;rd@S@wZ9+o}YHMnUKs)AqRGNSyJt8-Lzgl{&Q*T@-Ky#&|Frt;xUKMsy^vLv5ttT zm_g%M%W-f!mYyuM_XJ{jVJWA0S|7S@KdxWQ{biLeS@H;3HEzTXStE}|;Qx~G#0 zWU!BlHu$;UM|r(lY3Lqh8u*RI)878jh|U!oF&YZy!iUvZu92l-bS;&-(&t+Xn&t9q z4ffBF54g5(;JxBC*uQo3@t*HBNT&A`75@k$j32g;Wh=C`kQ=bG_Jk@ zgO?`eR3iOAN1i+3pHd8tiZLo$&gHOoH{}~UOD8Ca9{$?>@IKUjHYhmiytXUV`>>Av z@*OzZnfm=8gVVY`{?h)RC4Rx^;;gyGZhH3({fFX<@6y%xMbJL2-?NF1 zalQO?JFLsUR3lo0wcbS56IAJbZ1SayL>*s)Z)x1Lhl(j$i3=a?k+5ZwVi=zTYy&eJ zF4II*kY4|e#M=w%w5UJ3W@ey@k)_l#iQ6GqhmfX@e6!j@Li`G)d8P+rG@W0$Qr2rzW-RA=v9$dsEyMNR#T>an(ox9@Rdn=6KcxEl%n~ z=Rf@Qu6aM>r!`P=jTw+&GrMbP!UXd&wiLxS_ut z5sl)Y!YTt;i0(iZir)sK2-iAFV*xw3*xMD^6=o5Mrucr2N_D2iUU3eIn9WaF~ zeHMmgt9oEKxR-JV5j8N2vCK6IaDju?cV>0lZTB68XYx969WLX3i9) z4qv*rCk56juh;)C^_4Yn+Y#N}5B6`5=)LaU*xw_S8v>51^uq0Fn}|r$V%Vl_&OdRZ z4!*YJ9o~20mnfQl$?X3}Lij2393No_d}v@NSxR7Z|A3-@>KKq2!e|k01F1`zemT|pdVhVMT9?0;LORp?y7zn#XdG7ket#|zr9azY!t3q}i6v56 z**#upB>JoI>+No^WtQBUA|VBxp$YR4YY2hX?sLaJOXefhlTDv9>DWQ-@p(e&CqyVV z%tFsq{0%+R}VnwF;Yo4oc%H;dS= za^O5GOH^gtgLwDy@83NEV42sHQ2Ic613&HTB-abBl)Iok$b8bZJLISHkN+SUrF`f^ zIQUxrl4L{NPp|(~Gry!X@VOURvihLk)IBylR)^e(@=c}h>q0J5?6ZZlRcJ&tvFc2c zI1m;+A}kK@Knq8Bs^+#D!;F=4uET+jKg>^~WRt(R?U4hFECf>#r39fPpO%{EM%H+0 z93SbtJ#5e-pK#-7p(zYUew=>vDFB(bEc3lO=LIur35MHUQ<0PA%TvrVbill=t;~{b zNuDIgt(=bXI=Hy@yV3+bKs17A>#f*4;Cte3+C}mP>D;uZFwi7|TZ#GML!ZaxiOAFB z4$Y^6_*<@|>HW2+b!0a6R3Hx&vyJ-f?bztbElkKxRkv#z%DzWE0Iilktl!`3`;Q*e zkE9c-?>G)8!v$NI3)Y{vf6Zl%{P2Wp?@5U8q_Y07(u!<%1nT2eCFmj9qr>qvX~X>c z>z%)(;uW;bnca`Wa%2)oOROC#O>h&c$UgyNW6N>wIr`{*V8`~cUM+|}o8D=8-X57# z&*)rwcnXSHjqdO-2BWx!K#HEu1=Mtc$EKK}Po9g#H;_dy1SX^fM6^@#QJ_b-9|6tf zHD1f}1EKC+DAuE%@Yk^rwRzx?Ass2Q>eO}`YU_)#0Go(tMQ?h zDZFkbUUG(9pEG0wmdih#uSBNBX*#TUptY2AWM7*Y3aPt-3%U8BNlbb)k9jXTeP4>* zrgH~S5acJbGsz>~t+&}974kxJ{sotq&ng@8&tdbOI(|Y48r?G^4*sx2dsLo@yy@hH zT@5sQGb+qB@a!heTeA$YU?_NB=zZ*%>4yA%?K!`s{?&MP&Es`;_uIqPqSnN9TXZn| zdA?d77whuZR`x6J5J{%ygmgr)s3VBcV`A=ylioWabLrG|?+&J)>gU&-eo2+_GT@P5 zaqu1Nk+^GMfVgvoGGkK?L*DcwUdO<&4f&;LsYyI^lZU0g`j*X1CL7NGKL7tmj`5${ zu`d78EK51<9Xz{fq3}uSjtUia)Xw##L+`|Qlp|ca62JemycqZUvjX*dVd68@p;4rb z_VsUVE(@c9ZW6E29ovL9=r8%v+tJo=3^OezGv}C2qqu`PnWQq(Ag*5XMOWW(!}Wy( z#L6$P@I#QB#h}+=^$q9$Qqh0YL|1(FsC6I#>~i+fK2!2lUQhQ$;7R?h_4%&NgCC5g z5WCL3gVAjqV3nj&Jlng`HHbkyC*^4mH(W`N)=Tct{HcD~c=kRi6W#-pkUmQ_@~`ju z_1E(3ViHNET2jRJj_~p3sr;tLSipdY}qwxLtY+pc<1Jd(L4p)A>3GVl5mXT~9k>8_!<;TUu zKqxR@Bs=l>I-0FJxGYK&2e$7PL~=(Tpwomrxi5nVz{T9+{->2b`Ks4hFUOt-LRNM9 z1A=22=o(wcRR79$Nc-4!IcJS-^dRWGeZG4$mhVqaX%l>lh3~BHBegQc@5(589gj+2 zx4aj(cmyPHSYTSa7AY+z4RIMEvp;L`d;wM-@8V>t2M{wPTHx7n9-5jT3>|d81PCqlPsHv39hUuHFH){iKKzKM zY4_1VgOkb|>eD5l!^^^E!p#MnuXs4OTy_QFV1gv(*JbGDJ(e`LVrAHu8N-ple|(Z&Y4Z)#RT06;LnsIHs=47aTC3%(g zQxzyGSCSF0Z56ZLd~tgb{{v`Ibc^Ua@)cd?4i&ylCklF`%Do9q6sS``F|y}EB`jW1 zvKip-L1*XqnZh)bLEwl=yxk5dbek{aVjJIAeCsiP&7Li63KzOxIGw+di2ds&-PH|j zaEbR9hGT zPM5JO!*db&iqplDaQVkJelqtHAmcPxwn?fKe5DQnC(I%BuH+8=ubXk1$Qr=U)C|})UcC-%X~TtN|f5 zvS-O*&ryY{4W;vdDnzuF@N4Z}3r6`(kZK_GD{iLYoo-8Bvj^YV(B+ymY@Eb2=qBfk zNq1ga%(>-+t%gmTcXb}dB2$6=<szeYXaFq)j~^ zI4+IJf~>X(8t~%7ey2O7DOP}JF``T4W)2YXn0}H>9|e{7tqZjDA&}SmIP^m1AW&PN z)OX$5U~jJ$JS#Q@d*(Mw&Ye67v_u((gLHR*l#;mP5btM{mQB@Z*+hl6c#doFleoj( zqEQx#9h>o7AVIU7!O!VwTR0m_!0!|5_zuAMEuYpJ};-{ z>2Qd-r0iq}w@^22;T8t_cwjX?_H>-A1dSGM+v=(!34s$$;pN8}5Ig_!(pB#!*s*KJ zAi>lq+D~HkuGYB=jtiRbJ0IB$Up5n&@A8#}JhNAAoA5TYpmVG~!lD7vmf)0$%>WX5 z-K%-XP92OkQ80E4A(UyWLHd|*2@jl$@jE=nqVU7~>^Za2Y`iq*+a>kG6O+FA#1?qP z6VpVIebbyjwzjGB(I7)FG~;dysYm+X^JI69uD>+L@Z3x{kYcn|48 zI%B)yaMmZd_25pm@F7bW6Ugmd7+9mfo$lCjvW@@@x~mN`+URi@F|$fcz8@^9nOBMD zY{B1IF3Vo|p75u2{yH^nUH*1_v@VG-$hgLW{T1`m)OqP>lc%jX)2T>kF86(PJSZ5Y zTerR&^hkg+-$=?9r^}Jjb$`Q|gsX7HQ{?3p_X>1WVt1(eYgyRg!_Qt{u>(;z5cK&R z=zv&hghele^**wwL8&?_b5InBQEBEHcNFr}c}1 zn9cC?T*PsbspS$I$tCo`4+6*gRU?s#K4Jo_ZNibGw|VB zp;vXYIjovLWH>wf6(+tv9#Jl^fs-#iXq-9Q!IDw=eS8WPjIqiL@#}2I(v;h@#%~5e zezL4Bl`sRoU};{L-2RK-;5s#JUH;Y{N!jlb`E^s_bK;RH#-Lj$DOQximl^9X+)MaJ}C#94}mV%v6)-?yhskL zg%SM=*iL1e^u~P|rF^fp$W|VQ4`L-cG73B4b~wox0k0-J7=GA0q{WMvuT@0LpXq~d z5wk~#_&%YJ3j`-Ul?ryEUrAgMyf?FMEHitI3Z^e_`j&hY_L3_w5UPqJ$#28^7#1fX zU|&-&UobiNFNft*++To)OiLkbW&FUk^&;=1IbB%cav8lUEQ|tHD@jS0$D#I;c7yN^ zBIwCA;b>lqLhIhuv7B|&1gRLmi1<7*j|JwYBhn5sDR?{dWF9|Liuca5zU#5n z)m$ftzSkS`&4~)rS!n8qSNMT>X6|(#^FAOPwn7dz%n&d2_GOeZC;oQPc|!Vp4A{9Z zOFb*whBcXT5@aSV@KG_Wr#-`lwc_F9rm5d^$I&nnB6Pro#TPFZ0F_t&y0u!>hp+G7D+q{z;G z8vkGHy$L*)Tf6vg%8<-to|Cyu8IpA^^O!N2LXu3Ghf2vDN#>F%WlBU6Ard92l(8t4 zD2mDyBI5s?-M07sZ0G-W-t)facg}mx=JR>3b>HiG?)zHTwbnge>-sXo_p@7S4muHG zhq-_Sv%}lq4qxmOS6(|9vl?;H$W}xTb$sjulc(TavLJDJ87-Wnbd%M2?hA{0`ZK5f zT+pGdSFUU2Oyc3qXA?fXV^+O(KH@4(`*p1F=#@vw=To>qSmxUBwh(-L<@orLwq*ZX`bX_*!~iloj4-#nw(2nSiMxvgnIDEpYXYZubOz73?ETO&ZrLjGvIMUzbg{ z8J}p-a$MKk1t*R=-|k7J!fhQN4&O+>2BcoY@6#Ty!}+y>@4a3GftCus=ViYUd%U|h z&^{Ln+1B~*OpO_8LZ6u+lsrxxS zt?=1~h~pl$P%L`HVY2!@8j#>vUov_fE@ZH$y;Lkm{$n`_+QF4@Ox4`Ez56MeA1VqY zIn@Y^5-MyD$lss|9YmeK)e*#BcuPccs3W=5shr8IuTV(y%1Gan9oBoiekvSDiX(&d zCmp<%z|dTNHv`)~xXzuD$SaS~RSVu;eFEL82w<{XCewEhJXgp^7o zOy6w3BTrDAdKv7>aLFGGdB(llE8g z!Z4$u+4Pxgb6jU0`hEB3D14-z@~RQF38w0;wi>)Ff+CLniUR zoikSDAI~3SD$BKpY--^7x|&y%$6L^_kE-^uzzP_15Xs_o=q#-mbVy+L%&{-AUUqsWbdSONEu*-YX0Lb{v!q4~AZtCdHg@(Y_D&JIIS>t$<=SPCEs z?pJXfnS#EBkVE6T!Vs}plOu4<8V1i5_s71HM-3d?WIpV93uOhTLss4qf#`vSr#;ipXj#jAAq zay~ah)2(pW7da~;r`-!-QU^}z)v-gD?>@22ehJKS;LxNrM_RTob$Uh&<(8uw4bsyVvgcv1*OpDqwdYVvPybD;`a)3Nz`Q)V zyA^3ak5_96x&((N1EP#GTTq@*7x%ED4wO$0g-BC~APr#_9y*h5kU1&sI#@P?ZgjA* z^|cLvgnI7N$vkGzev&z0%uBeAr}T6z5t2dKwx!K)c6GwQka>UFrg606L|8nJu@$`9 zu6s|i-WW-e)61w&3}SM5_YNg43e{(Uf-+t^>u>~76{FI@Gq_N={VPRQD6UWLQd_pP zA)Looq-qKd;i-5MpSV;b+@VqW+KX_$&vV=~92l*OE!AtXf+qPf7pL*UcT#%nZniwF z?81m^>AI72n{LB?Nz1QeW8+{!|E{}eG8H7cKa-|qOhNSXF9D6b2f+E>l~zAlA}q@( zQhZ^bAFw+!z1-^63BpfEhQrr0g9=g0RaFiG&F=k(*OFZ(Jgi`lWZuMs(?)l)KiW|I zi$7MWX{+*&VNHyBp|BR3=2pliH{qT-!xf>Z-YJpUNxvFQ!c zKX}Yax#j`9TOVpdeT@i~sU(CfJk6l|WkJ#~sWh@WcxJ39ybe6OgY(eqUNjPL&eMFK z2At?Fv;2BT2~lguhdiEmiAVC$I#p8=Rcej8Oo$# zu8Ns0`7u5|zx(BQ_3zQs!~^Wk>O6>oR~Ou-iL_FY@0riZ7iyy5Dv@j0v9U0ew55d0 zaNl_-OzjxXjA%p+lq%ooN#g+AgiK!um7?MoNiRyaDS;#Xhq~k49LQtRzV^Om5frLQ zy&78o5S@CQU(+932_JmcJ@)%HhQ!=`@?F9VK}qS}E4PPY=(XE=t9;4JVDR!0(Fk=5 zdhq<4%DQA_xG3%|+-4(-$Wy)@iWTd{0_PJy#jGshv*AaMC3)53nBcvxBavxXu4ZOs z;t_G)l?!|90!OY}Ujdm;uGk8HQ^@JQp|MNz1vptSsd2wG zhRt`!RNs~j1C33wz=55;$%NTU=a^D*r$xwKmsA$(faTNJX zF*(P_W`b;S$*sq<4T$)vyK4}ko-)Ay)Xwb}(QNEggFvbbn4uz9#|~z6c^q{+e@KTL zm)LGl6V)T70>!iQ=>_2PC# zg^l+NgYaZ>jQ*g41uo&;_6W}&#K(eYCK&HC#H6fitnPs zffX~pk6x|AX16m>a+eOkH<@R<8Dit$isJU?mHGGKcr)>{00&<%wacd@lkEn{m-HR) zZsn1}}KTwkoE8eschP>>PDvD)}0@)nj;mo7} zk3IAWLfmTx2`ygTtxc%nK(p1t8}*pOWJy5k#ofA zbbB<=6~Aj`n7)kU138Dx<A;{@q#%x*+fz%%Bf!cmzv0Q*(kdxzQ}HB)W7 z4Uan5HcZ|hCEWjcjDP1BEz^f)!Te86j*Y+?wTtzbH5r_t3l-b+(dTvzOd;`jhI7g3aVDjJh0hB5)?E{xD@Wvqi=HVb8S80V5L0q z_5Oo=^hxT-LWL!PF4e>BPtN5?}(j5^{o5po%4qZfB z4DX&}&k+QApKuSoUQV=KQ{URj@jjL&o3tjo^ARV!IQ*1Xybwp0NQCZd56AIkKIaz2 zT=1Lu^4Cm(T39CH9p{R)Bj$Z}Az9CMJARkI)b>^FAU~1pyICvWdbgD^cY(~Uh`=5AjTjC zYBmg?x*;mZ9;&LfL4wL!LFGjqyqT29ZrDx?A)%WZSTGMhG0F6zr!xU2_?IK3yfc{h|RchL*{Nwo8u{d_tDa{dt>LyEj{rr)%t*~4E1z$K6eZGZr%7ZZ9xqPBO zFA3^0@RXTYB~nE_dIpExKr#1bo;l|!G~H3KzO!aC2x!v~t2|wgDxS5ke5nlvm3FNw zX)YH~h7;~Dyc-2PN0-ebD{rB!(^-4#_G$omQiZgQgdn<6Q^3&h=_nK)sX8tzmyRlz ztLe|MYyyU+u2Z`%@t}O0P|>sOcW{&T<7$iHA*>+7ts_X5fiqiO&z=zs#MmOxe-E!c zeihVV9kEvh&kMdANw~ZhpQHw<3+olIao%jvg>MINT}r)(q1ZModA(h``w)RHc;ViK zb-v%=X3LAMw2j?RG0M2~H9q2(zEv;6{HUr_Z=~U|w6?&Gz%##=s0G~Bv)Ma+1qrypaggqr3 zvPDk5f0SB_h*QRG&b(3sCh7~F#3TGj@42+YBmsFa9ou85D=emc_k6(-X>9K%PdT2j4<93@bncgt##aI~zZVn@L2-|H>jh#$Tz z;B@m;X!5HFxc&0`oC8l1+&Z50`hl?wcs0{2r9Z2OOquAwcipm}#^Cml>}3laH3_=? z!~3XZq7MTrAc`2VVmXt^bt)X zOh3L>y2$MfOl6(sGCJvyyYwN(XF(l!FC-Z?N7e#G`_ZK725B%p^kPK(*gYW08=NcB zCB$=zTjoZTR>1BTH)C#9enmGP(y1jyuES3p`EG`sJ_Od3A_5Cm6YxdfaL3B$;2-`_ zyM=!lgRAln1JVFBTiL$`5O_3p?Mk{4YKeVlDq~^;QN_2*8%K5{vjUAk>8qh2=h|QU z!8Q*)>j_n8T`_=e+Ro}Z4tL}kJSu*Wk{yiP^%mSNE~x~+5OPQ&b_DzTGq=1bP9R9U zKY9i2h5K^b`}b@)izMQx>d$w|fcUzpo#yKqQIE)!t-kPnpv_)CcqlU*Dfx)eDL z`!yfuYqoz@QIvf#-7i^;>0aB4N98tStuM3eu_t`6%yoXw3v7n?^|V%;6Qvry-_+XH zo-K$~D_jCXRdw)}D@m#D?tGX;-!e}C8)KgIne`0q-1tPwq}6?@POw#AOMkqn0!(&M zFE0h;Li{!rqX7f+H8i_;d7ezAuuHJ1WyrwGfDaCS^BPxWu7SfN2euNQ-3l@9J7(8c z7DJsN!~W{|NtFGdDprDK9=eu3&~7zygY|OT(ncbNfq1q4Q3=e@Z=jtLp4nePua)+9#j z-HCqMAXZ6pw-GsHhR3+L-OkMNW7J*uO_xBkJ8A6aL_(n1>73K=-j~q`R_(a2I`1;tYS*@{#KnH!XuQf#)?i-j5G<_+Bwr8hd;B#xlw?gwB99;2_dbSy*~O~-!~XslXGH%; zdfI-kL!N)})BfV8{h_b?!$lQ`bz(-c^3a#uCuCvfxh6=qy7KcQ*X^`0RE<_9PfM(+ z|A!U$7u&!;o1YfL>!%}|6c*nazL~zJ{$HJ+cJBtK_>PP)2qs z#>}%lTODZySB3O$+XixP9d^Xp%AyD8V>iWH44Rx3N4I3Vp-Bc+Ub;dVAY@nBK!4H% zrEPtCXxqkhkme?-&i?L$N^iv>%gvru5cOSA(68qix}mb6R5_{%yfoSJGKc2Sfg5)w zI%bxTQ$5ji`sIF=L)A}CtvFYLUw8e8T~jBbcRe#-Wy>RW`$j>T+b3L_6 zciP}+_R28d;s>NVpVgizvmK6IK75GTaoei?zv=tmUHE%>U1AoA#R-a@;BBK0uj1Q& z+MaNx&k0mdoghN5{BTWQ~4yU}jX1ZJZK@!liGE zG-ta5&FOR#%}t4@EOyTG>w5yv?MRB0>Kir`&gfm${qQYl6W4r7plpj-8#D%pCfRQ#4j%IT^6!Amc6O(g*udewtJL5 zA&f#39J^$?G|JVGqx_x#^b=3ZZm!f=? zI@XbBY06HFc+3}!HBRjC_~eZ=JBY3nzwiOy2Z^Dtvr>^`vf(yryTd?FX?g0jcP5gU z(X)|`Rf7bdeR-SrZAK9VVQeJxpW*Ct^Yc4K>EP&-@5=8}C#HOgl)L`-nbgqSZG3QglPCwz~&3E^}cdAWC#5eB#AIBH`nZN&0KGY*( z`Dt$@6L32r{`EVr6XF?sT)zIMHMDA$8I=fHBFA+rcWvcOfGt!0*h}F6q$0${$bG;b z<~XG2vhGG8-@fDOyf4LI<$X4v>Mc6dCmXDExS$h0)HyBI+?+-Qx`$0%YF~m=M7{mo zbw+SK&U;$$J}dN^(11e5tO}>YMe&-g9UvSfws3s>Bl5q-IHIy&16Zj2W*_0T`SX8f zkAL-gk{!dF4fg^_xPBo@urfrQr4~GLj`A=k&2e<=U0FnuQdKS>rT}b2A|K|BEl^b? zVQQ4E4$#G_KV)HZMN^Ys&GlSqz=)esKxM;}irM%BZc4hVK=FlBU*&iQaw<8;=}}h; z17Z7^#IH@FBt@NX+;3(PXI6OMU{i+*uZuf$tCzwC;(;h3#Rur@-Y1-Ovm)UB;apE- z$l9bv|LXSsq5tZA`KtWARjTh8-FPt%~{@mp0x{>_Sd=Nx#2}ty0;z`0A@EP6ktn zf+%CM>uBqwXR6#xCY*SDMN34!3oQkIn>bzEk6vQZCMC8Sl{cE!_1RsgL0Rnby}c2a z(a__qr`TUJzy&E~19g?PJn!E%|KC~Sm)k02(9Hx2BQtb7C;5<-vC#!i9(HideI*{0 z!G=0}FNQ}lGJ#S3)lKyE^2kAATVJGkHM$;M9^OqFrlO%Ql(J{jdn9%H(a7~@9V++3 zc9hHQI!H(cwd3P%x6_Dj%&2UBcM$9~wO1`yytand6&}kUcT>e5ZqaFv;iM#V)p9YC z^2!3rWjtb@k}>ml-w*z)d#Oi;tM&LvZcu-I$h>ivIMO@GlpMQpfsm|-u`Q!y?fvo3 z_-UVM{gpkC!=KPRS9z{*}au>_V};yN94gemZU%}xYlC#BJzae zn)*NM|M&9K{=4~te=k4n&wQw_=N~_+Y9#_%=XrOAD_{R^e~`Ue(ldG@4H@0Q_Ucq?kp-g4B2KeF zmo@el*)YS!%fJc4q>JZCzsawu|MT|#TK@Yi@MnISwYY7jG@l4??@MTNliG*;#?5$a z{hy%k3Y52=E?)WR@$fHx+TXVSKbzNe8dbTlXw$@gr5-#yVZUa$gF=^CbRgl+S&QX z@;ZP2UsjOnSXiXSk!d*iJER7uinvg?i4zkMxlp=E5JZ4J(Qp6EZjyvG+F198&f3`Z zM?s&+O@>h6wvF(iPZX8vra&k}r<$gU=o9ZWAS0{*!itk>dj*Jyz8s)?wtKo6<#0a8 z+1BFxd2hQXY1m9qpP-G+l#I8+rTb)l|4ONNQfL5ugY~k*PArwf5M;rT*%N z5C0vi_k8kXf#ZNVIO;3w)zJr_vkde8hu6=e<2QHulCn>)+5eyY|37`XH<$g&$+qJ_ z+Nircv4P~*5YSbG+N%7$6;h|EaYB|5@C})>EfA@oM}Zq<(r*kArn>a;4|=a(gHrP> zDxNy;yp4b|5f}Mx zh&%uV#*MX-U0mGp!Ad%4*v}F8PUtTvg-4*6iBGXfBGV}NTwqUV^5`0rT146{<@eSt za9cS)f$QX2lv<2?+BdlibzoC|*NrXw@R|_V-&_9wrX<#*7v$NS0JUG0D9RpJGTwHP9fWh04>8axAWG^7LLTN4 z@N$pNg4!j+H7K=5+423l7u=w>%G{eKBOZxwI{L}h;0Vy!9~GwOypEW-FReRb+JTZ2 zZG`X#?<R^JjDyk#Nu!wu4Dfb9R<8Npteo{>z1b^oCXW zd*Aq0r+nk>m=>rt%q}p`??TxcY3RCP^r(13Wpwu=mB!jfepLb?kUpWqv^y>rS#c}OP`-v{Q?VzyD1B-C@ZiXgvD09)B2O+w*3>Q(bpz!lO zN7gwZhH!2SNq$Oy{|y! zl?Qg=1p4%g-HifPK|easttI-TmH7>;c4`Gwad9LB#qtCS82M8PaX+*_ZYtAZbC${VK-;K<%wJ&G`Nd z^fg+G(s-B#L~5mI^lnb7jB{M}In7!Qr#wfSKiYO9y3C6`Dw;Qe%fc!#)Zh!6ymYH3 zhnp5IoAt+MYEG$q-+D?rxTF*`HlC;ZVEq`~;r=}H;(#pRSFTjP7Hgxt_Xa7|?%(+k z4$?iETC%?YBqq0SYdOCHo=@`jdrNB8pwt4iJIbgQ+TcsOtr(}}kCbS?HU2+QSbpqL z8!hAmy~)9%oti(7dNdh7c6>k}AIxtIP|+={`_&(-h>unIyCTn`o5Kw7pBl!ghuu>x`Q_pf8sch^# z!5u0JDh|>mUW4?=n2wgs;0z&Uq;I%M8p{|8AbvR*GulZ&@mV$2daj3^ltsSDI|RV( z3`=670U5gK@IAAW{|;ELRA`>jDEpQOZxCYm9nSoL$0Qzq-p^fBWJ8Php^c%v_3) z!l7M4rQq_pYV>Ecoo-StvfMyG6EXA)jPM*mTkESlw}|ZnJ@c#r@#x3MT~%1$_G~O{ z!M9X7X69DggMZ!Ks{C#5XG0S#HJY&H;ZOU2_HkP-kZO0xom^FUbce@r-P7G`xc|v$=y)(EX~ir z>f8HO`MWYAuc>6IiPK>`GTGi(v>26n`rK01NP#P( zawPlW=kg?aa^5B+p{5V+9HA}UAjJsdA9r0jdvgn<_G+=*)1pTcw|nY6 z8XrQjdW46H!5B)k$sPM@X9jLj)?q9;I}z*YXYKr|A3$nYRaar(5S%aAYsL7a8^ZML z+_}Yz;NHd8q(isbWcN6oEtO=nIykM^F}tGSQg-m^Rx9){;JRF zacWim?vEz+@GvTx6F_N4#B;wa4auIVgYP2yiMHJfK{_a8N#UL!%$wWc+BvzoIGryff^i8E#>~?EKa0NIEM_JZ#cA=K0o%~VT)Dbjcx=sh{`a@C>W5YN`?q-W7bHfv90U=5hgQ~4!Dzj+Io*3>XK0}AIeD^v zKPtK>Hbr;E3f9qbj|@f}L$p2&Uz*5$;rxE81M@>Ei0oq2etUW{2zIq93A#0+@=&+j zbRhK%=u<)C)TLTfxpZes8X+}YJ>|FklNtS}-{Y(+^Be{Ah>PxW@c5|GTU0NW?~no% zj50Tk>nf0K)Qxi^eoTPdC!eVLQ?F^?D>pB#QMWF5bE7UL(76~~Zg+`@(w&1)bBa&R z8`b{H{qtmxt1r?0UBKZYq$II;bB%t+?NQH}c>Um8Fmqq$mO*r?`L2j7lS2lG;dNy9sDL^cokdiN z-JZzM^XewUEK5)iK**5%II1Y$bMXG)J2cMu%51ORBNfSOavLnCZr_1FI3>rg!nv!h1h~8QIX}el0;{x%C*{=W3B{L?#zt#-Q6u2Xk&V}5ye?% zm<)W%UEIU4M*n%|tCS>3Z{UEh2KV5%x;6GMe5O<>A9W9oaBEkSP5<+cSAVwO&z4Ps zjK$jb9s-*N+EPR2Rh0AUxLB3HZ^i89j=qiD>X6sGuIzK`ZnSx4z^7&zc@T_Cwo{H# zL2yg|17}tj_#T-*-jS`)&;bDD`%3n|MSn+zgy;?Q{p}^HEQIP3^8pDS}{6YzxJQi^Z2U# zeP8l!-Av*&a=`L@$E9|5Efg64W&L+Tl*+Pnd7kt;DO3?*Tpd-T0LNr}2kX!tR9f)H zKt4bUbfuITh&9)uZUT83m^j{Q!@cl}r7>sRQ2;5$-BB6`;CsptZT~U@g-oRsXb@8E zeZ2JbvG#{+D(Z>i6T%idL4dqP_A-|Tx~QRey5-wP6zl0s8@1=nn&%~RgoxHR9epr8 zVsVE*`}&&k@q5euXO#Y4l$u}z&Fh#{b8d2uQ|rMFxLnBDVph5~>f(QfRsZu^yiBp{ z?$nO~iHCa`xq=ygIzD;^o{V&n(}VTZS@LcgJ|s>Y8YUsl2#-ZCmR-(dLMLS`i20Z# zA*I>b<>~pg_XBo5wq}nHbfE+E%^^dgRVojT_w2Zt#|K^aZp3F9sUcq-eUJ7`Z8)Iq zlH2ATw#FZXtN4@m$3=m!@U^ayqrsZ`|GXvsdw%&JL`C6WwOf_HDf>w6rCOy5Au2n# zTf-emBBI1wC#$U&k?}`X2?m$1D)VJMfgi|Z!Om3p+N+nlQHy$3NyckF*j0#$OdqJO zv0vrpR`Hux%3Fw(=7JTHFVd`y;#E9uV!k*<1r+`_;}Mn68h=a<8oY^VmV?mBVLe?sn>F>n zb%ehP{~-$mv1iAg=q7~^gcxfxPojU=o;f_3Mg~X}o^`iHc8solUpuevVj32<9(Enh zQae7g*1!KDrT_ZUKg|Mvp}YQRru=I|{{L>+Y%C_uF6;M12^N*w2rz-;{=I2DwBCv|^Cc%8hI7twMdw z$NW|<48&*sNXDphNATe+^UZzFk@a-DlU2cOhAa#9iL&_kxxeBiMfxx}&Ui}ToLS{NJJkj7gVSI6GrPXQI;-B$I~fJA%wJh| zB%l{MKb@6}uMdVWj{C`5%DaG`q^8oDMgv&49p-r!HUj0YC%>C=SVCLqofjKK%0c#w z{tEoWj=?|yjjfO%A z-?vLBN7%`N;fpkUP)|YXd+E^OG>Y`9{dEv!E#*vms2|;GRvolAc>oO3ah-fK%P3}0 zs-W_yJWz3bWIOeV9yzyUkSUSf1dg$iYfCCm(fJ7cVM$US4%f^iG^${fclsQkefk3C zQT-5hKc7dH_hdGCl~FdnZBzP@dYc~>T<*5rXXuNI_%miXy9_W3Wwnk%c^u~0a&p%O z_r18g*FjfzGz@>G8`o(%p@-{lt_STUdEmo- zBSW`h2$~dm?8WO&z$D9#j{%=vK<`C~Xw{*eptJ66+(79lEVZ;3gzT~bE4udHGV$wh z9t&*e_4=v7IhMiVPWwYBn-JLhCjjVnvVMz0;K~U1)^dQ{FL6+Ji`ytyKFqv_oJgr%vB) zQh2woSz>;R66`)jDeAt$h$hHS84ShW215hGxiI?|NT?&(?1`o}l$>GB(%rlrd89Lc zeZfAD-Djrl$S1f|IcOIgS>ESiUVoC3S<<6eMEP>Gd1eqcRrKbu;k3ZDOa)8x!C?+vK^JEDzNguyVEx?FJDd=|3vV;QJan8W=qSUy+u3qsP&yUEDRfyWE{G&f2 zthQ61%1neECP~BxO0v-RO0CJ1ld&-V{ObfMM@NU-tXCfjg{tvZ_@rS1t-VDy3*3m<6wA-OLab`UBpz3Q=2?fAmN9 zYeUjzfpoYRu-NIfuK?XOH`vl^mjY_nCw7ouJB^@yx#-^XIZ(*0TMWEhjZ!t!OnDhD zg6ga=b9wnKbcRkaS%7f9_t@lD=@2P^Do%FFB((KFzueiNjpMUOV|ZD~$#W2vWfU)7 z=idl+W<#fh%yd9@s)Iw+LJ-lrneS?+>W0fJi^a3XlPI(&tGF$3H*mbvzdSplhxX8t z*Qiy`V5QCX1+~twtB!2)^cf5;#WnjH_nc9R#4JKr$?h=(6Oyz~25nEWz@__JhMcaa z;erpxYQkpSFzcBXD~&?_XRsX~rj7`akh zv#x=X!@Z@Dd!t}XEGbZxsS*YCM*@i=MX|UeO~jhMEA8 zO96_l=uk7ovSpYF^sAlj{;n*Ipke(7iX(5q;M7~Q_&hR5&wasr?%*W6$|`v{v_lA- z!>rQcdQBi(XIwr1iv%Hg?C4FcuY(YNl!CdIcLh;NaNe7Ua|E|=%WuRdEYYj!Qa#Jj zX-v`_F~S1Ap=(6vB65pwSuATv|4dAZn& z^o(ias%{d|Z&pID;|VUJz)9Crxaft-%NDs194G63-%ZOBw`j(22h&92M>7wIQll;L zi?Q(Z5zbRMeedyDrN~`a=&aUPnNRX~W3)Hbu_8gN6+S=kibDw7Bxv2Z_N)`0$GU&v zm7>PoyjOGWo>YM6coF2%uEV!%#BEJpAA!7_UUuSi7VK6c5|ZA35*Vu^EH$qYU?8!G zoa+-82y1Gt(-qo`eNUw6CsL(??aS-$a&=g-Tz1of@288uoX?F@rt!ZWqgLe~k5@!d zWSKKH4Y0FULH}_{8>;-wW1dM~157eqkLH7~qrJ72scqENuw9?~try*M6zi1y-u3ET zur$mM$)$XY2HTbDPRSGUb*e<#M;mIPO|m=Xa?gGTTvfpT`2#Oh28T%QPp8CL**ZZh zq8K7i>kqT=9RRvx<_8l!)ewmwtClIlA{=o#91(n%73{90-eTPz46kx(6q$MaP)llY zk&?}4eA%zIP6;!rZeDK@Z)DMfI=*6G6 zXl8m^NMaD(vlp{p$l4D9nwzCt+%ypXb>H^ZmN_`-psxKbk^srRL3zhxh6JnK+A#R2 zMG;<@(a}&WT1vq^z+i)^eNV}06W~zf zj{<;?J&hZMql9)#n^lDiWJqz&=Lpf`30u5ZGea~7{|k#ga^s>X9NE|Qo;&6xWf z#d8>b-^6ikCp~r~8sc>JzX3|=M`BLO(O_*FwyTmG!r@`_obdh>Zfw6ZpndXe5}oBXpMWzF<=Jx$o`ZKr)AORhuMuY-v=SWy!i^LC@CazWseJxjl;nz@xr6d zg7B@ilXKxF0ZP4h_I6&yHdI6UIA?_N4fxCu)jIVpBCDwjPaF)K!Q|u{+d4)&)X;Q0 zZtTr4c1kyKx%`G&)ww_8b>MO}-nTB6PG&g?ucR)``qhWx83wAN=}v3BN9rkSx=;}A zO?`F4I?EW}NJ_2~vI@g`E4Ecv-3@RCr<%BOr66vt>=+{DWx%_)GR9n%=fUNhD=5a; z9}+-DClW-5i1Cg67ha8hErQXvRU4W=eg}UY!SziZzMw4oYDV(g27J5uR_MsrP@vv? z)pZlD6Hg3?%j58yYg8MAzB#=nMyb`9?=Go#lr=`2Ge=Em3tB z#rphg;6Bqoq1;)F9KHlTy0er90c4{=SLIWXIh0wnJ}ZFsQRkhXiteMX!=8@aL%Be{ zT<`&1xr1z)t~C1|Q3t)8(GBbqg2*9;c*Sz51)zvkPAT*Q`slN#XWQ8>uqKy1)xtsv zPwrC%#Vwh^!;3PG)3VZNww8QzfYv=wJVW$yW5f`87j4*ODBIB20$Pux4F zREIF>`Pj*J0SeW4f$`ppeYLnm`*xJ}LJIbCys#{=F%;KnBr?ypS>tflou_0)4&&#u z-70=d#@Mwr*l??O2&`PjXU zwgb4y7nR~;7-6)BDfZJ=aqQv|>slmt;#>1KV*y- zUKnkUgX21Wq0DU=h$rmm6DQ?Uz_X96*Z1xTbTCdVeOWOVWG~$js*%2nOi$hj4w6cN z%kRmQJc6zxR$iS7qa|f%zI!S(NP-8^s=NtX(kp}V7vpJ`k{#&Kg#+x{AJ@a)^cKFf z(rGk$rb<-N(G-a9UkR%fltPVr&dEI8RR&U5Is9BaA0p8x3(n)_0EeRJQhjT;A(MTT zM;GN@;aSpD{mF6?Rl(q_*Sg*fSiHxGx-sz_b}r-cnyU)KW#vLNY*n`Se1l!~c$Pm_ zj9~ZlmD9%;*SlnGEjWtV#xLCPt4{lWZ zrB~VA2bXK>mIbP);gf8Y$5lxQoXkC)S;vwE(gv1?dJFilq4jILH1i`8XBDEhD*xyY z|J`=ki~?a$8(HcoBbbOTX3yrSYehih_^u~&${|Shwy0Qxb2c2Hd#ceNcpDWgJB(Ng zM#C=h2dxVm2+vFMl9#6*NQ3yqIf`;VCbSoq+U6CWhpLK0G>r|7Xg{6u9!|qzSS}KF zejPK28m%|;#w;0v;N<%6S9`?K?Di&x&&=7NF8S zV~MV$ejmP3{wUE%jZ9UN-fP9#s0lAbs6XG+lZ7Q-co}r@hhx*0cs;>xJKWEHuh&o3 z2OH^-gz$-KV~vX^JszGsj4dAwe=EPJi5o7FOkdp0if?{q-E3h@j}2%UVoX>*!QkF= z?+X(M(6RrourrUQvist=F>~h9D6?CpP?0+OxH9BY#y2JLB2&f;mEo$)mE@X-3=xV< zQ7(zlV7R0%SE3`MNC(^ZZDOR1>`rU9IDq#;eqp8nj`mD{QQ0_L)4b_cYEB3Ayey<{Na)oXKD6i z1oCSy{VmpM_V9q;fOghlSX1j(RQP}Pch%(%A2uU7qI{R z4;O<2>T$9ZIrQUVDn@D9bvKR4*d~FyzxvrBT(aRur7E*KF5yJRiQzgpnr^c`&DI~k zNq(=VvRem-Utzb&V`IUoJ<}|LlJ9}lY(k2^dl;^`tmz1PkqUBt9h`c@wGdFC8bQ70 z0B_kkcN8f;0n_joxtZJsurc2xMZdov>Mjcps>qu_&v2_>V(L9`f7a|?aETrA{>c&! z%h`;_-oCXoF3y0&8jc9My*Q>;FflYg{_>Ayh}yFLZV$HmgVXyTxkH$Ze)d#KD3WPl z4Xm;agc=hsjmbGbw0FdYx!oiMW*$B_;M!A*?g&oQb}K8K)}$&q66ncozG$(Q zfOcHXtr@-*0}}ZmoQ+!wk&x_6_a&+V^dyXzvGqx#^stR(9Fa6!WZvVxs%;V{ZG6_? zzPbW$ncg*dK_(V!Owf78b<#w5 z_{0B;op;C5`5HIAm*)|o^5(ir<$MhItF29`#mWf89$Q`T@VNsLUbP1mW0~Q`$VYcV zm=redUkDUig0rzm#m3J`isGR$@`23Y|Awi37T)_XtIQKDLpceX70Kv|sqE4|(g2v3 z>CEopIgawfBSUH)Cqvx4=gikGDjMBe*660?1N!A!n@FaKNPusJ<=cGc9%cSb7c~R!mO_ zyc>+^q~yGXHhcVWqt%hpB<&@?D7w^>YmfQFRmX6FCKlLRSaX2vjzxM{g=L95F)x8$ z(W=3VyYt?8Z9g^zuTrPEbbDy9zpLzUphE~uj!z+}PvxN1knQ#IiWPkM-c3Y#CNL zQ)*B0(UV+wrFO$KYii2Rc(n{sTh`zGqj+|~FF@A;jLjNXP&E{8DtB68I7c|&4<7O1&~)s)jJq2fJ79W z4}Y@?gm&t~(A?_F$cXO{+Il|%S`ThxzCBfsVuv=Vj?3$T-B%%MKCcWqh2O2UQVj;O zUFUX{nKVSz4%+IHAqh?ocIfSv*npbfspt%|Hepwpw&C!s*Vto`QsZGy!JU0IeG7-Z z@J!u%YW__t+rmqY3CF<`8zqK9r$(OYp znc&1l5te*6eOYk;DTAMy*#QFmNsjT3A%DQ_6r}YwC(xR}?LnJ?UA`u8MJWc=aL_?T zVjrPpuOT?e(yHUQ{rB#!Ron4|)l*AAGb^QPk%|f1+t9 ze2^fJjHav6xo2_uK_7LXm|LHC0b<#C8_o`T-EIlXOOD-Mjviw>T4 zVrb7pfA*o^I-FO-8~Iq^8IH?&aN>?a=t<5yF~QQsDYZ=U!LQq9&Z{yLK|pTIF_IMxed z3aqbXzeECkgjTG6xCk69eOJm*%piQ!plvMZ9`p?mOJgY-kjo_c*NR8&U~fD=__076 z%2T>Ec%M_@s36z@ z-G~HCM#W0}5A0ByrI5i9h7-`EA9+mq+oQSLoJ5-NMNl``RsX`O0s$}gAp*97VAi~+ zImW?gy+0?l{Hg>zd8FxWO=Lscp12Nr@_52Pqw#=sa6GD1?biD1XdqB{2E?}QsYLeH zEjez1M4+%$TL|P!AjgtfzJ@?=*cO#*B-3>fdFqOBF3^M^=$`r+R|X$CyknK9H2D^u z-ZI4;N9x92_k@(pIYY4c8e@;@ax3g9P-3*c<4&WRbpKIkw z70fbPs&Y=m7PE=JviELRz+u+vg}0aBT|XSXx z53cV%8*~^AK4929cw(glXW!^dM(SJW|RU@g=m1e03vGu}Jr zb~lbj4=*OWK%VcrnliY6b`&HPUPA7QW3o8l{)AfO3&tvMKZ8s{rN?#ZuWntGB zYEH0ERF&gLM))6sLsPk4D2(~6)+&1(83(IQhmSh;li>0$Q1$Oa-H;~W(5fcN zht~{BKHit`1_ISxq!Hr6rY~rBGjQ)8^ZoDf|NFk+VD;_jYJ1==k=73#?D=E-_q{eQ zZs8Ar$kCzIXIt)|VRp;b_8r%NM651(ld}%Y+-1|K*Rw&v_CR}Oy6Ug~mmzA)`dg>J JRT}v#{SPfHz>NR^ literal 0 HcmV?d00001 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow.csv new file mode 100644 index 00000000..9264856b --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.30175414428376585,0.30112232829530405,0.2990202748826515 +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6649531572120448,0.6617354385600798,0.2299036391879109,0.2295289421882006,0.2280924478485079 +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6920514447111688,0.6892047021562906,0.3063302486063932,0.30550315963569236,0.30391351000104144 +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1863493648635597,1.17930333767202,0.39586526060371247,0.39514188691284224,0.39256694301449424 +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017030078444247275,0.016924919012766975,0.00579761879633008,0.0057790354556334165,0.0057248101820241174 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.041934826728792,9.02728294983494,2.4426924669829826,2.43781489891332,2.4243925435159057 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.23647158421826,15.20829496277662,4.13073889572393,4.120987792038875,4.10015685148764 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.017299990201845,0.017214419089199705,0.00846784274434387,0.008440107570873445,0.008373264656125586 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.123943352838433,8.11286122859791,2.1892512907726895,2.1837678445588895,2.1717354106435 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.0459311591300662,0.04565497610400018,0.014190872302543785,0.01416197212352274,0.014112105993637325 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,754552.8113641972,752984.4192876149,750107.2737808328 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,49529.77449791308,44329.76646173106,39159.45860664165 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,4335.103148326725,3970.1436871856044,3563.758325231233 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,7834.787103754956,7814.4993526839335,7789.446400547657 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,6790.915177024769,6773.707406230397,6734.8455822324595 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,336.0954273567496,320.18549221259616,303.48286314956806 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,38.999571077551494,38.97813391667,38.788894151509346 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,9.845327900626657,9.826780907273822,9.728638615140152 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,9.92855058278212,9.896574590344532,9.807368124790582 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,19.11120104088777,19.06683717160466,18.91991542799836 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,1.9281741450543308,1.9243343671398156,1.9080303961975615 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,97.04622661247781,85.884977667534,74.2696929751333 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,63.60672027477934,52.77270242090221,43.58177362660231 +Data,1047903.0,1047903.0,1047903.0,1047903.0,863853.0,854944.0,844713.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JER_down.csv new file mode 100644 index 00000000..f7e81b77 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JER_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9086202562710456,0.9032729107620694,0.30136641526403185,0.30073459927557006,0.29863254586291754,, +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6650215844188102,0.6616978818114161,0.2299215770147511,0.2295468800150408,0.22811058948062643,, +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6920552540546806,0.6889646563286256,0.3060371693804962,0.30521008040979536,0.30362043077514445,, +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1860618192897887,1.1784620440607205,0.395068883543628,0.39434550985275774,0.3918356130348024,, +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017030649078712407,0.016911806406707055,0.005799982669244992,0.005778877997696238,0.00572465272408694,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.043185519276458,9.02815771027725,2.442574423607405,2.437696855537743,2.424358564304257,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.23819151213184,15.21085147798668,4.130793913429084,4.12104280974403,4.100149537665231,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.01731116970053962,0.01721529909865581,0.008463374900600396,0.008435639727129969,0.008371134586267433,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.124193038879898,8.112651573642607,2.1889068742669315,2.183430839763076,2.171398405847687,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.04594810143671735,0.04559847624848856,0.014189296739562046,0.014160396560541001,0.014110530430655587,, +QCD,717986.216814939,956785.8146709627,948364.0361544128,941611.8267485962,754496.0620880035,752936.7646611074,750077.8617081649,, +TT,63126.80979180276,63126.80979180276,62673.79614323329,62216.48155564703,49469.34874682441,44281.27331024803,39123.833732942854,, +ST,5417.824558008516,5417.824558008516,5377.353115354821,5346.142315388623,4331.322795140036,3966.3474558289413,3560.351662865544,, +W+Jets,9487.889178263631,9487.889178263631,9420.543436555281,9370.593747378542,7830.22486542637,7809.937114355349,7785.400628667634,, +Z+Jets,12055.822300436781,12055.822300436781,11963.681352389223,11895.51750751837,6787.97110352534,6771.117645697598,6732.151861603023,, +Diboson,544.751536187187,544.751536187187,541.5333279703598,539.5308044193844,336.208740931941,320.29880578778756,303.6720365276853,, +ggFHbb,120.74204174793252,120.74204174793252,120.07126024952862,119.40043805803371,39.08114940009345,39.05971223921196,38.87047247405131,, +VBFHbb,32.24173303425971,32.24173303425971,32.09098572075379,31.915490654706662,9.839370046175077,9.820823052822242,9.722680760688572,, +ZHbb,32.70020301080715,32.70020301080715,32.51229709989521,32.39048595448399,9.917885138845206,9.885909146407617,9.796702680853667,, +WHbb,56.014320595270185,56.014320595270185,55.68961912767411,55.51113359847001,19.10746601933774,19.063102150054632,18.916180406448333,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.850277343583236,4.823413122979026,1.925879544563995,1.9220397666494795,1.905669229852938,, +ttHbb,156.94119216557863,156.94119216557863,155.94705721730352,154.8512284574327,96.96277123860979,85.81557467540266,74.21606240134093,, +HWW,80.56791059341468,80.56791059341468,80.06917628289587,79.44977797155293,63.490065562691505,52.68396852595001,43.51687144284523,, +Data,1047903.0,1047903.0,,,863853.0,854944.0,844713.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JER_up.csv new file mode 100644 index 00000000..9ee5f174 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JER_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9087910422523933,0.9039911771807736,0.30181419690901495,0.30118238092055316,0.29909776577343905,, +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6648232888972543,0.6615304688795937,0.22983874093189527,0.229464043932185,0.22802458789429447,, +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6919837261137559,0.6895359500254084,0.30660509644133715,0.3057780074706363,0.30418835783598547,, +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1863320607318555,1.1793065385470574,0.39609963331825193,0.39537625962738165,0.3927919024361102,, +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017017363606822954,0.016929960784848687,0.005800912409835287,0.005782329069138623,0.005728103795529325,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.040636795335303,9.026372449520458,2.442600216890031,2.4377226488203685,2.424321715421426,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.235710988413302,15.208705941882577,4.131227301165773,4.121476197480719,4.100645256929484,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.017297188158115442,0.01721631337755096,0.00847691805438527,0.008449182880914844,0.008380206286157436,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.123037690630078,8.112049494318502,2.188880801375314,2.1833973551615142,2.171395817825956,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.045925054049681675,0.04568813387406423,0.014201551410960465,0.01417265123193942,0.014122785102054006,, +QCD,717986.216814939,956785.8146709627,948644.7035294859,941689.1725997124,754715.5199723188,753134.7479301945,750251.9365345207,, +TT,63126.80979180276,63126.80979180276,62748.65359108715,62350.558550020374,49581.08106018262,44369.23332839295,39189.123306614805,, +ST,5417.824558008516,5417.824558008516,5380.019529035428,5352.781145230527,4336.103656997989,3970.877734250647,3563.181072832113,, +W+Jets,9487.889178263631,9487.889178263631,9424.098448265346,9376.427000646685,7837.1106797885595,7816.822928717539,7791.573471785453,, +Z+Jets,12055.822300436781,12055.822300436781,11970.280347915328,11907.501953889905,6792.360403864935,6775.275920925513,6736.3344008445665,, +Diboson,544.751536187187,544.751536187187,541.0881926888653,539.2414054191454,335.99317001586985,320.005274959971,303.302645896943,, +ggFHbb,120.74204174793252,120.74204174793252,120.07042524743345,119.27825223478067,38.98833072689881,38.96689356601732,38.77765380085667,, +VBFHbb,32.24173303425971,32.24173303425971,32.11233185743809,31.972834248054944,9.851790818054113,9.83324382470128,9.73510153256761,, +ZHbb,32.70020301080715,32.70020301080715,32.50629199227846,32.37127325754241,9.930739682671923,9.898763690234336,9.809557224680384,, +WHbb,56.014320595270185,56.014320595270185,55.67763486575412,55.48629077310594,19.102692705898072,19.05832883661496,18.911407093008663,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.8517784616619,4.8285634978383225,1.9299360112620434,1.926057142399399,1.9095143794842424,, +ttHbb,156.94119216557863,156.94119216557863,156.03648620372667,155.10345329641785,97.15099751928513,85.95956128176189,74.32330052260997,, +HWW,80.56791059341468,80.56791059341468,80.16639644289663,79.67713590709836,63.657224321188984,52.8022508024436,43.60289736509357,, +Data,1047903.0,1047903.0,,,863853.0,854944.0,844713.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JES_down.csv new file mode 100644 index 00000000..d0378654 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JES_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9021974589337566,0.8921274934572291,0.29705561791796636,0.29642689137626504,0.29437353650447756,, +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6606251851799471,0.654055669353281,0.22677336608932416,0.22640279403547958,0.22498524097615225,, +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6877389328223249,0.6810698404272066,0.30238891530816125,0.3015618263374604,0.30001786451469337,, +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.176818579571213,1.1617121639970687,0.38796216995086197,0.3872387962599917,0.38481449923755306,, +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.016919511679774117,0.016710528233663646,0.005732277356836404,0.005713694016139741,0.0056594687425304425,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.022591570183286,8.993098263152001,2.43086720934544,2.426008810676389,2.4127860101235914,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.199677089537838,15.145129783948754,4.1073224143626,4.097571310677545,4.076854002554098,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.01720697227181179,0.017039203791830167,0.00836543907682782,0.008337703903357394,0.008276609606428141,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.1076359787108,8.084305121253376,2.1793140607739483,2.1738463597955895,2.161936336139963,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.045614762720094335,0.045084105521786697,0.013983637533200484,0.013954737354179441,0.013904871224294024,, +QCD,717986.216814939,956785.8146709627,938661.3615136005,924579.0079995885,741099.5872399932,739572.4777698454,736742.0701811812,, +TT,63126.80979180276,63126.80979180276,62281.26379618576,61419.84821786183,48827.039128703036,43710.71917983769,38629.947657615056,, +ST,5417.824558008516,5417.824558008516,5343.110583081037,5284.0364074716335,4279.58513599101,3920.5742801966826,3519.826141176559,, +W+Jets,9487.889178263631,9487.889178263631,9357.72731042376,9249.165805487482,7725.66712348136,7705.534925302555,7681.143967058058,, +Z+Jets,12055.822300436781,12055.822300436781,11862.409496423767,11728.495220567063,6691.981356684962,6675.643989547845,6637.486427045783,, +Diboson,544.751536187187,544.751536187187,538.0128172568578,533.0567491419495,332.7127077180938,316.8027725739403,300.24671632987963,, +ggFHbb,120.74204174793252,120.74204174793252,119.40071843999348,117.91244552095317,38.4118699348613,38.3904327739798,38.20119300881916,, +VBFHbb,32.24173303425971,32.24173303425971,31.963053181455805,31.627848698776596,9.698761154629285,9.680214161276451,9.582071869142782,, +ZHbb,32.70020301080715,32.70020301080715,32.31418583302164,32.04157172822267,9.808835150191184,9.776859157753595,9.687652692199643,, +WHbb,56.014320595270185,56.014320595270185,55.31129788288006,54.93711011186556,18.863712978242347,18.819349108959244,18.677488367729833,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.818097766172652,4.7680686559651555,1.902902173155059,1.8991368209920378,1.8828778052970496,, +ttHbb,156.94119216557863,156.94119216557863,154.9802638394503,152.95156197255415,95.69624798737142,84.69558423256491,73.26421597631409,, +HWW,80.56791059341468,80.56791059341468,79.61251131832795,78.50954646527252,62.74209832945888,52.06892894790838,43.02795122389627,, +Data,1047903.0,1047903.0,,,863853.0,854944.0,844713.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JES_up.csv new file mode 100644 index 00000000..5392504e --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JES_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9145866495848747,0.9145155175981409,0.305917752391553,0.305263528326135,0.30314808666745197,, +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6687396247885888,0.6687104037350293,0.23275426464505133,0.23238199528164596,0.23093123065825488,, +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6956342370058112,0.6956173642658675,0.30952777314462004,0.3086767919452382,0.3070728930639235,, +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1943528822540315,1.1942766748528373,0.4024242912896605,0.4016670735193816,0.3990567021714361,, +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017115373482989717,0.017108694186479038,0.005860718504689332,0.0058383352219056935,0.005782027174972019,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.060422891390717,9.060189851549257,2.4536619856723996,2.448784417602738,2.4353334790455072,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.268498694962206,15.267919985216187,4.150357263519194,4.14060615983414,4.119649791548307,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.017392009819169624,0.017391553707081148,0.008566853254392624,0.008539118080922198,0.00847014148616479,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.138437322164155,8.138179841158967,2.1978258027466766,2.192324872193242,2.180188008028871,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.04617824244896124,0.046172661222857174,0.014390818577624939,0.014361918398603896,0.014307645065065556,, +QCD,717986.216814939,956785.8146709627,956667.0157052347,956553.6806509071,766526.3304103694,764907.8171865428,761977.3142833735,, +TT,63126.80979180276,63126.80979180276,63116.826564698415,63107.18599108666,50192.86646679405,44914.00808985029,39659.13643348703,, +ST,5417.824558008516,5417.824558008516,5417.184318734426,5416.5525968038955,4390.6354254617745,4020.1160194838417,3607.9946749491046,, +W+Jets,9487.889178263631,9487.889178263631,9487.064804758824,9486.32235540528,7928.025752653814,7907.657693716114,7882.269405542142,, +Z+Jets,12055.822300436781,12055.822300436781,12054.071026015921,12053.005237267775,6875.70662735953,6858.460353717322,6819.2734312648645,, +Diboson,544.751536187187,544.751536187187,544.751536187187,544.751536187187,339.8788299214829,323.89093486558403,306.95691301127385,, +ggFHbb,120.74204174793252,120.74204174793252,120.71963054554595,120.71963054554595,39.529017677909756,39.50758051702826,39.31834075186762,, +VBFHbb,32.24173303425971,32.24173303425971,32.23831123818383,32.23831123818383,9.947509860624645,9.92896286727181,9.83082057513814,, +ZHbb,32.70020301080715,32.70020301080715,32.696277043463795,32.696277043463795,10.043761604293165,10.01178561185558,9.922579146301626,, +WHbb,56.014320595270185,56.014320595270185,56.00371732736636,56.00176596226789,19.30942239165516,19.264641668568935,19.11563514309683,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.879327906819619,4.87917304753225,1.9489822828122803,1.945052930094757,1.928139099730714,, +ttHbb,156.94119216557863,156.94119216557863,156.92518417388314,156.89562337944528,98.30719516610125,86.96484142465988,75.17459901940965,, +HWW,80.56791059341468,80.56791059341468,80.56035519769166,80.54779884286333,64.35424250722694,53.373180245057576,44.053122088223716,, +Data,1047903.0,1047903.0,,,863853.0,854944.0,844713.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JMR_down.csv new file mode 100644 index 00000000..9264856b --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JMR_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.30175414428376585,0.30112232829530405,0.2990202748826515 +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6649531572120448,0.6617354385600798,0.2299036391879109,0.2295289421882006,0.2280924478485079 +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6920514447111688,0.6892047021562906,0.3063302486063932,0.30550315963569236,0.30391351000104144 +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1863493648635597,1.17930333767202,0.39586526060371247,0.39514188691284224,0.39256694301449424 +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017030078444247275,0.016924919012766975,0.00579761879633008,0.0057790354556334165,0.0057248101820241174 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.041934826728792,9.02728294983494,2.4426924669829826,2.43781489891332,2.4243925435159057 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.23647158421826,15.20829496277662,4.13073889572393,4.120987792038875,4.10015685148764 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.017299990201845,0.017214419089199705,0.00846784274434387,0.008440107570873445,0.008373264656125586 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.123943352838433,8.11286122859791,2.1892512907726895,2.1837678445588895,2.1717354106435 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.0459311591300662,0.04565497610400018,0.014190872302543785,0.01416197212352274,0.014112105993637325 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,754552.8113641972,752984.4192876149,750107.2737808328 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,49529.77449791308,44329.76646173106,39159.45860664165 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,4335.103148326725,3970.1436871856044,3563.758325231233 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,7834.787103754956,7814.4993526839335,7789.446400547657 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,6790.915177024769,6773.707406230397,6734.8455822324595 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,336.0954273567496,320.18549221259616,303.48286314956806 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,38.999571077551494,38.97813391667,38.788894151509346 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,9.845327900626657,9.826780907273822,9.728638615140152 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,9.92855058278212,9.896574590344532,9.807368124790582 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,19.11120104088777,19.06683717160466,18.91991542799836 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,1.9281741450543308,1.9243343671398156,1.9080303961975615 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,97.04622661247781,85.884977667534,74.2696929751333 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,63.60672027477934,52.77270242090221,43.58177362660231 +Data,1047903.0,1047903.0,1047903.0,1047903.0,863853.0,854944.0,844713.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JMR_up.csv new file mode 100644 index 00000000..9264856b --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JMR_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.30175414428376585,0.30112232829530405,0.2990202748826515 +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6649531572120448,0.6617354385600798,0.2299036391879109,0.2295289421882006,0.2280924478485079 +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6920514447111688,0.6892047021562906,0.3063302486063932,0.30550315963569236,0.30391351000104144 +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1863493648635597,1.17930333767202,0.39586526060371247,0.39514188691284224,0.39256694301449424 +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017030078444247275,0.016924919012766975,0.00579761879633008,0.0057790354556334165,0.0057248101820241174 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.041934826728792,9.02728294983494,2.4426924669829826,2.43781489891332,2.4243925435159057 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.23647158421826,15.20829496277662,4.13073889572393,4.120987792038875,4.10015685148764 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.017299990201845,0.017214419089199705,0.00846784274434387,0.008440107570873445,0.008373264656125586 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.123943352838433,8.11286122859791,2.1892512907726895,2.1837678445588895,2.1717354106435 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.0459311591300662,0.04565497610400018,0.014190872302543785,0.01416197212352274,0.014112105993637325 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,754552.8113641972,752984.4192876149,750107.2737808328 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,49529.77449791308,44329.76646173106,39159.45860664165 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,4335.103148326725,3970.1436871856044,3563.758325231233 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,7834.787103754956,7814.4993526839335,7789.446400547657 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,6790.915177024769,6773.707406230397,6734.8455822324595 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,336.0954273567496,320.18549221259616,303.48286314956806 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,38.999571077551494,38.97813391667,38.788894151509346 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,9.845327900626657,9.826780907273822,9.728638615140152 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,9.92855058278212,9.896574590344532,9.807368124790582 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,19.11120104088777,19.06683717160466,18.91991542799836 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,1.9281741450543308,1.9243343671398156,1.9080303961975615 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,97.04622661247781,85.884977667534,74.2696929751333 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,63.60672027477934,52.77270242090221,43.58177362660231 +Data,1047903.0,1047903.0,1047903.0,1047903.0,863853.0,854944.0,844713.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JMS_down.csv new file mode 100644 index 00000000..9264856b --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JMS_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.30175414428376585,0.30112232829530405,0.2990202748826515 +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6649531572120448,0.6617354385600798,0.2299036391879109,0.2295289421882006,0.2280924478485079 +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6920514447111688,0.6892047021562906,0.3063302486063932,0.30550315963569236,0.30391351000104144 +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1863493648635597,1.17930333767202,0.39586526060371247,0.39514188691284224,0.39256694301449424 +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017030078444247275,0.016924919012766975,0.00579761879633008,0.0057790354556334165,0.0057248101820241174 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.041934826728792,9.02728294983494,2.4426924669829826,2.43781489891332,2.4243925435159057 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.23647158421826,15.20829496277662,4.13073889572393,4.120987792038875,4.10015685148764 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.017299990201845,0.017214419089199705,0.00846784274434387,0.008440107570873445,0.008373264656125586 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.123943352838433,8.11286122859791,2.1892512907726895,2.1837678445588895,2.1717354106435 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.0459311591300662,0.04565497610400018,0.014190872302543785,0.01416197212352274,0.014112105993637325 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,754552.8113641972,752984.4192876149,750107.2737808328 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,49529.77449791308,44329.76646173106,39159.45860664165 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,4335.103148326725,3970.1436871856044,3563.758325231233 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,7834.787103754956,7814.4993526839335,7789.446400547657 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,6790.915177024769,6773.707406230397,6734.8455822324595 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,336.0954273567496,320.18549221259616,303.48286314956806 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,38.999571077551494,38.97813391667,38.788894151509346 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,9.845327900626657,9.826780907273822,9.728638615140152 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,9.92855058278212,9.896574590344532,9.807368124790582 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,19.11120104088777,19.06683717160466,18.91991542799836 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,1.9281741450543308,1.9243343671398156,1.9080303961975615 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,97.04622661247781,85.884977667534,74.2696929751333 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,63.60672027477934,52.77270242090221,43.58177362660231 +Data,1047903.0,1047903.0,1047903.0,1047903.0,863853.0,854944.0,844713.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JMS_up.csv new file mode 100644 index 00000000..9264856b --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/fail_cutflow_JMS_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.30175414428376585,0.30112232829530405,0.2990202748826515 +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6649531572120448,0.6617354385600798,0.2299036391879109,0.2295289421882006,0.2280924478485079 +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6920514447111688,0.6892047021562906,0.3063302486063932,0.30550315963569236,0.30391351000104144 +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1863493648635597,1.17930333767202,0.39586526060371247,0.39514188691284224,0.39256694301449424 +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017030078444247275,0.016924919012766975,0.00579761879633008,0.0057790354556334165,0.0057248101820241174 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.041934826728792,9.02728294983494,2.4426924669829826,2.43781489891332,2.4243925435159057 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.23647158421826,15.20829496277662,4.13073889572393,4.120987792038875,4.10015685148764 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.017299990201845,0.017214419089199705,0.00846784274434387,0.008440107570873445,0.008373264656125586 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.123943352838433,8.11286122859791,2.1892512907726895,2.1837678445588895,2.1717354106435 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.0459311591300662,0.04565497610400018,0.014190872302543785,0.01416197212352274,0.014112105993637325 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,754552.8113641972,752984.4192876149,750107.2737808328 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,49529.77449791308,44329.76646173106,39159.45860664165 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,4335.103148326725,3970.1436871856044,3563.758325231233 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,7834.787103754956,7814.4993526839335,7789.446400547657 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,6790.915177024769,6773.707406230397,6734.8455822324595 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,336.0954273567496,320.18549221259616,303.48286314956806 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,38.999571077551494,38.97813391667,38.788894151509346 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,9.845327900626657,9.826780907273822,9.728638615140152 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,9.92855058278212,9.896574590344532,9.807368124790582 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,19.11120104088777,19.06683717160466,18.91991542799836 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,1.9281741450543308,1.9243343671398156,1.9080303961975615 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,97.04622661247781,85.884977667534,74.2696929751333 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,63.60672027477934,52.77270242090221,43.58177362660231 +Data,1047903.0,1047903.0,1047903.0,1047903.0,863853.0,854944.0,844713.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow.csv new file mode 100644 index 00000000..be777a5d --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.05266580265883475,0.03649436394269334,0.032850135972649464,0.032791784295034945,0.03259275111436536 +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6649531572120448,0.6617354385600798,0.03837051342038552,0.026541848848387943,0.023417853550469686,0.02338252968485162,0.02328398712084192 +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6920514447111688,0.6892047021562906,0.026452734586420595,0.018572141590622055,0.015775435614240246,0.015775435614240246,0.015715506532965898 +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1863493648635597,1.17930333767202,0.06773180335444828,0.04854082862826217,0.04321995326563608,0.043106548164282214,0.042930553657928916 +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017030078444247275,0.016924919012766975,0.0007798207986091192,0.0005648853840037938,0.0003674206769634271,0.0003674206769634271,0.00036374241062821705 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.041934826728792,9.02728294983494,0.7395503807222226,0.5541418758519031,0.2377693702143666,0.23729238639951705,0.23620336283688034 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.23647158421826,15.20829496277662,1.2381045291237849,0.9320862687873095,0.3965548090718052,0.3951139041391926,0.39271212674231193 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.017299990201845,0.017214419089199705,0.00044195823847052983,0.0002681493566238606,0.0001590360034436852,0.0001590360034436852,0.0001590360034436852 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.123943352838433,8.11286122859791,0.6830669336902753,0.5160274360327077,0.21406679651699334,0.21374505731870322,0.212648553017531 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.0459311591300662,0.04565497610400018,0.0031843545571991136,0.002331956396199355,0.0012160235351025117,0.0012160235351025117,0.0012101804637125594 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,19.17381408314674,0.0,0.0,0.0,0.0 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,9.925137073041403,2.2419576335367855,2.3010957917455053,2.0770104901133566,2.003175838588045 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.7163401517499594,0.2793657353914413,0.2793657353914413,0.2793657353914413,0.2793657353914413 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,2.3812340700128853,0.7565571911299217,0.7565571911299217,0.7565571911299217,0.7565571911299217 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,1.587892642561146,0.6487711088181619,0.6487711088181619,0.6487711088181619,0.6487711088181619 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0,0.0 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.0,0.0,0.0,0.0,0.0 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0,0.0 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.003516582583401531,0.0015407501131703208,0.0015407501131703208,0.0015407501131703208,0.0015407501131703208 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.00042443859180320265,0.0,0.0,0.0,0.0 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.029753185305452515,0.015577496309934494,0.01450359118709967,0.0135497917507822,0.01282968886115424 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.5010728165005491,0.17366205857130657,0.1616389777283945,0.15528144784069065,0.14484776383900239 +Data,1047903.0,1047903.0,1047903.0,1047903.0,99.0,13.0,13.0,13.0,12.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JER_down.csv new file mode 100644 index 00000000..29193f62 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JER_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScore_JER_down >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.9965 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9086202562710456,0.9032729107620694,0.05238768313804003,0.03629486295101449,0.032661961142885575,0.03260360946527106,0.03240457628460147,,, +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6650215844188102,0.6616978818114161,0.038386140231052655,0.026603444997504798,0.023489067278429244,0.023453743412811177,0.02335520084880148,,, +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6920552540546806,0.6889646563286256,0.02651501594615,0.01873747848172181,0.015940772505340005,0.015940772505340005,0.015880843424065656,,, +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1860618192897887,1.1784620440607205,0.06755628594358568,0.048413497510292974,0.043092622147666876,0.04299938323735334,0.04282338873100004,,, +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017030649078712407,0.016911806406707055,0.0007730752773598238,0.0005633318269140004,0.00037343242004875434,0.00037343242004875434,0.0003697541537135443,,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.043185519276458,9.02815771027725,0.7401461338713575,0.5548566583095903,0.2382625398105262,0.23775794296676328,0.23671069618727308,,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.23819151213184,15.21085147798668,1.2392154087281804,0.933386595853509,0.3977450544074933,0.39630414947488063,0.39390237207799994,,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.01731116970053962,0.01721529909865581,0.00044300293263950204,0.0002681493566238606,0.0001590360034436852,0.0001590360034436852,0.0001590360034436852,,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.124193038879898,8.112651573642607,0.6838492399334861,0.5169677411997348,0.21476758540006927,0.21444584620177914,0.21336717160771967,,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.04594810143671735,0.04559847624848856,0.0031624744098347523,0.0023206824595639304,0.001218908427487563,0.001218908427487563,0.0012130653560976108,,, +QCD,717986.216814939,956785.8146709627,948364.0361544128,941611.8267485962,19.17381408314674,0.0,0.0,0.0,0.0,,, +TT,63126.80979180276,63126.80979180276,62673.79614323329,62216.48155564703,9.970885102970549,2.2377401096825107,2.296878267891231,2.072792966259082,1.9989583147337704,,, +ST,5417.824558008516,5417.824558008516,5377.353115354821,5346.142315388623,0.7163401517499594,0.2793657353914413,0.2793657353914413,0.2793657353914413,0.2793657353914413,,, +W+Jets,9487.889178263631,9487.889178263631,9420.543436555281,9370.593747378542,2.3812340700128853,0.7565571911299217,0.7565571911299217,0.7565571911299217,0.7565571911299217,,, +Z+Jets,12055.822300436781,12055.822300436781,11963.681352389223,11895.51750751837,1.587892642561146,0.6487711088181619,0.6487711088181619,0.6487711088181619,0.6487711088181619,,, +Diboson,544.751536187187,544.751536187187,541.5333279703598,539.5308044193844,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,120.74204174793252,120.74204174793252,120.07126024952862,119.40043805803371,0.0,0.0,0.0,0.0,0.0,,, +VBFHbb,32.24173303425971,32.24173303425971,32.09098572075379,31.915490654706662,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,32.70020301080715,32.70020301080715,32.51229709989521,32.39048595448399,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,,, +WHbb,56.014320595270185,56.014320595270185,55.68961912767411,55.51113359847001,0.003516582583401531,0.0015407501131703208,0.0015407501131703208,0.0015407501131703208,0.0015407501131703208,,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.850277343583236,4.823413122979026,0.00042443859180320265,0.0,0.0,0.0,0.0,,, +ttHbb,156.94119216557863,156.94119216557863,155.94705721730352,154.8512284574327,0.02741051936124833,0.013362199358587443,0.012288294235752617,0.012288294235752617,0.01217195968825542,,, +HWW,80.56791059341468,80.56791059341468,80.06917628289587,79.44977797155293,0.49734101395088826,0.17093096801847052,0.15890788717555848,0.1525503572878546,0.14211667328616637,,, +Data,1047903.0,1047903.0,,,,13.0,13.0,13.0,12.0,1047903.0,1047903.0,99.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JER_up.csv new file mode 100644 index 00000000..deb789c0 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JER_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScore_JER_up >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.9965 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9087910422523933,0.9039911771807736,0.05268206802857029,0.036446358926662856,0.032818605540114995,0.03276025386250048,0.03256122068183089,,, +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6648232888972543,0.6615304688795937,0.038312916366118444,0.026501015541505617,0.023378693673740566,0.023346313674058174,0.023247771110048478,,, +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6919837261137559,0.6895359500254084,0.02663800980921128,0.018697660219611945,0.015868698610804706,0.015868698610804706,0.015804781712428714,,, +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1863320607318555,1.1793065385470574,0.06807503227213574,0.04892823211062823,0.04360735674800213,0.04347378545560793,0.04329779094925463,,, +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017017363606822954,0.016929960784848687,0.0007779391850121581,0.0005609938578278157,0.0003650114330777933,0.0003650114330777933,0.00036133316674258326,,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.040636795335303,9.026372449520458,0.7397774298568857,0.5546807006253432,0.23788709678505265,0.2374101129702031,0.23632108940756638,,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.235710988413302,15.208705941882577,1.2411537159808086,0.9333624810194256,0.39733467339198975,0.39601166979853164,0.39351304446349544,,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.017297188158115442,0.01721631337755096,0.00044342517153631825,0.00027038950971602026,0.00016127615653584483,0.00016127615653584483,0.00016127615653584483,,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.123037690630078,8.112049494318502,0.683486733255264,0.5167497659276911,0.21500533020250573,0.21468359100421558,0.2136049164101561,,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.045925054049681675,0.04568813387406423,0.0031677016729041952,0.0023139162378270693,0.0012165587219789375,0.0012165587219789375,0.0012107156505889853,,, +QCD,717986.216814939,956785.8146709627,948644.7035294859,941689.1725997124,29.04000848934044,0.0,0.0,0.0,0.0,,, +TT,63126.80979180276,63126.80979180276,62748.65359108715,62350.558550020374,10.020757710012862,2.2678398269528244,2.326977985161544,2.102892683529395,2.029058032004084,,, +ST,5417.824558008516,5417.824558008516,5380.019529035428,5352.781145230527,0.7163401517499594,0.2793657353914413,0.2793657353914413,0.2793657353914413,0.2793657353914413,,, +W+Jets,9487.889178263631,9487.889178263631,9424.098448265346,9376.427000646685,2.446347651930633,0.7565571911299217,0.7565571911299217,0.7565571911299217,0.7565571911299217,,, +Z+Jets,12055.822300436781,12055.822300436781,11970.280347915328,11907.501953889905,1.6188817761900165,0.6797602424470327,0.6797602424470327,0.6797602424470327,0.6797602424470327,,, +Diboson,544.751536187187,544.751536187187,541.0881926888653,539.2414054191454,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,120.74204174793252,120.74204174793252,120.07042524743345,119.27825223478067,0.0,0.0,0.0,0.0,0.0,,, +VBFHbb,32.24173303425971,32.24173303425971,32.11233185743809,31.972834248054944,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,32.70020301080715,32.70020301080715,32.50629199227846,32.37127325754241,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,,, +WHbb,56.014320595270185,56.014320595270185,55.67763486575412,55.48629077310594,0.003516582583401531,0.0015407501131703208,0.0015407501131703208,0.0015407501131703208,0.0015407501131703208,,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.8517784616619,4.8285634978383225,0.0005317825039521165,0.0,0.0,0.0,0.0,,, +ttHbb,156.94119216557863,156.94119216557863,156.03648620372667,155.10345329641785,0.029026008210917168,0.014850319215399147,0.013776414092564325,0.013776414092564325,0.013056311202936365,,, +HWW,80.56791059341468,80.56791059341468,80.16639644289663,79.67713590709836,0.49741627622046014,0.1733369352482183,0.16131385440530627,0.15495632451760238,0.14452264051591412,,, +Data,1047903.0,1047903.0,,,,13.0,13.0,13.0,12.0,1047903.0,1047903.0,99.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JES_down.csv new file mode 100644 index 00000000..eb316d8c --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JES_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScore_JES_down >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.9965 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9021974589337566,0.8921274934572291,0.051723998553551795,0.03592247889781365,0.032334052338809746,0.03227570066119523,0.03206826784941207,,, +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6606251851799471,0.654055669353281,0.03819203128690105,0.026468197716895243,0.023360370440101034,0.023325046574482963,0.023226504010473263,,, +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6877389328223249,0.6810698404272066,0.026443156393975695,0.018609667863992353,0.01581296188761055,0.01581296188761055,0.01574904498923456,,, +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.176818579571213,1.1617121639970687,0.06690756349329786,0.04792530099333019,0.0426044256307041,0.04249102052935022,0.04231502602299693,,, +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.016919511679774117,0.016710528233663646,0.0007628698399102077,0.0005558782174269392,0.00036340270322380794,0.00036340270322380794,0.00035972443688859796,,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.022591570183286,8.993098263152001,0.7387538178956357,0.5546015835486449,0.23743219727815393,0.23691617559280784,0.2358271520301711,,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.199677089537838,15.145129783948754,1.2394242084309943,0.9323156893356713,0.3963499101373914,0.3950269065439333,0.3926251291470526,,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.01720697227181179,0.017039203791830167,0.00043630062025281957,0.00026253326956160493,0.00015666155294509972,0.00015666155294509972,0.00015666155294509972,,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.1076359787108,8.084305121253376,0.6833268537554427,0.5161164913768509,0.21413140797427588,0.21380966877598576,0.21272513000486207,,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.045614762720094335,0.045084105521786697,0.0031585406581137974,0.002318021659213881,0.001210438075667284,0.001210438075667284,0.0012045950042773317,,, +QCD,717986.216814939,956785.8146709627,938661.3615136005,924579.0079995885,24.87049132171337,0.0,0.0,0.0,0.0,,, +TT,63126.80979180276,63126.80979180276,62281.26379618576,61419.84821786183,9.951106842723483,2.2346486830619927,2.293786841270713,2.041544687149093,1.967710035623782,,, +ST,5417.824558008516,5417.824558008516,5343.110583081037,5284.0364074716335,0.7163401517499594,0.2793657353914413,0.2793657353914413,0.2793657353914413,0.2793657353914413,,, +W+Jets,9487.889178263631,9487.889178263631,9357.72731042376,9249.165805487482,2.375408936617085,0.7507320577341214,0.7507320577341214,0.7507320577341214,0.7507320577341214,,, +Z+Jets,12055.822300436781,12055.822300436781,11862.409496423767,11728.495220567063,1.5299271978027795,0.5908056640597957,0.5908056640597957,0.5908056640597957,0.5908056640597957,,, +Diboson,544.751536187187,544.751536187187,538.0128172568578,533.0567491419495,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,120.74204174793252,120.74204174793252,119.40071843999348,117.91244552095317,0.0,0.0,0.0,0.0,0.0,,, +VBFHbb,32.24173303425971,32.24173303425971,31.963053181455805,31.627848698776596,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,32.70020301080715,32.70020301080715,32.31418583302164,32.04157172822267,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,,, +WHbb,56.014320595270185,56.014320595270185,55.31129788288006,54.93711011186556,0.002718289506012823,0.0007424570357816126,0.0007424570357816126,0.0007424570357816126,0.0007424570357816126,,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.818097766172652,4.7680686559651555,0.0004803233511648919,0.0,0.0,0.0,0.0,,, +ttHbb,156.94119216557863,156.94119216557863,154.9802638394503,152.95156197255415,0.029045538360987656,0.014850319215399147,0.013776414092564325,0.013776414092564325,0.013056311202936365,,, +HWW,80.56791059341468,80.56791059341468,79.61251131832795,78.50954646527252,0.49753313404463534,0.174757072894122,0.16273399205120997,0.1563764621635061,0.14563901086210285,,, +Data,1047903.0,1047903.0,,,,13.0,13.0,13.0,12.0,1047903.0,1047903.0,99.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JES_up.csv new file mode 100644 index 00000000..2f4df456 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JES_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScore_JES_up >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.9965 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9145866495848747,0.9145155175981409,0.05339190940963967,0.036900401962813544,0.033307745292947846,0.03324939361533333,0.03305036043466374,,, +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6687396247885888,0.6687104037350293,0.03872247943159075,0.026696694582520747,0.02357720448603783,0.023535462050683742,0.02344291816331681,,, +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6956342370058112,0.6956173642658675,0.026806012123810057,0.018903513002643715,0.016074551393836473,0.016074551393836473,0.01601063449546048,,, +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1943528822540315,1.1942766748528373,0.06826159093836379,0.04877150814207472,0.04343644116955388,0.04330286987715967,0.04312687537080638,,, +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017115373482989717,0.017108694186479038,0.0007806423762266127,0.0005617095373828156,0.00036676189724070036,0.00036676189724070036,0.00036308363090549044,,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.060422891390717,9.060189851549257,0.7401433179932727,0.5558258666991124,0.23862804531283113,0.23811202362748507,0.23710677292924237,,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.268498694962206,15.267919985216187,1.2387609001715363,0.931617401788124,0.39639208299987916,0.39494198810302483,0.39236751774312695,,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.017392009819169624,0.017391553707081148,0.0004416400173802626,0.00026584008577213016,0.00015672673259195475,0.00015672673259195475,0.00015672673259195475,,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.138437322164155,8.138179841158967,0.6845160369868225,0.5168414367968288,0.2155789658114403,0.21525722661315014,0.21421039905939307,,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.04617824244896124,0.046172661222857174,0.0031893346696457853,0.0023036257043922417,0.0012018203105704534,0.0012018203105704534,0.0011959772391805011,,, +QCD,717986.216814939,956785.8146709627,956667.0157052347,956553.6806509071,19.17381408314674,0.0,0.0,0.0,0.0,,, +TT,63126.80979180276,63126.80979180276,63116.826564698415,63107.18599108666,10.081106427050806,2.2984152187748426,2.3575533769835624,2.199461245579418,2.125626594054107,,, +ST,5417.824558008516,5417.824558008516,5417.184318734426,5416.5525968038955,0.7163401517499594,0.2793657353914413,0.2793657353914413,0.2793657353914413,0.2793657353914413,,, +W+Jets,9487.889178263631,9487.889178263631,9487.064804758824,9486.32235540528,2.568104124583517,0.8783136637828055,0.8783136637828055,0.8783136637828055,0.8783136637828055,,, +Z+Jets,12055.822300436781,12055.822300436781,12054.071026015921,12053.005237267775,1.6713831842682103,0.6386705271501281,0.6386705271501281,0.6386705271501281,0.6386705271501281,,, +Diboson,544.751536187187,544.751536187187,544.751536187187,544.751536187187,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,120.74204174793252,120.74204174793252,120.71963054554595,120.71963054554595,0.0,0.0,0.0,0.0,0.0,,, +VBFHbb,32.24173303425971,32.24173303425971,32.23831123818383,32.23831123818383,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,32.70020301080715,32.70020301080715,32.696277043463795,32.696277043463795,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,,, +WHbb,56.014320595270185,56.014320595270185,56.00371732736636,56.00176596226789,0.0034474048785957797,0.0007424570357816126,0.0007424570357816126,0.0007424570357816126,0.0007424570357816126,,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.879327906819619,4.87917304753225,0.0006590136851296474,0.0,0.0,0.0,0.0,,, +ttHbb,156.94119216557863,156.94119216557863,156.92518417388314,156.89562337944528,0.028799385869135042,0.014623696873617023,0.0135497917507822,0.0135497917507822,0.01282968886115424,,, +HWW,80.56791059341468,80.56791059341468,80.56035519769166,80.54779884286333,0.4983021852957458,0.16808590307012305,0.156062822227211,0.14970529233950713,0.1392716083378189,,, +Data,1047903.0,1047903.0,,,,13.0,13.0,13.0,12.0,1047903.0,1047903.0,99.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JMR_down.csv new file mode 100644 index 00000000..ab85c741 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JMR_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_down >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.9965 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.05395686841321398,0.03739371415256801,0.03375353468639292,0.0336951830087784,0.03347224411273056, +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6649531572120448,0.6617354385600798,0.03948874113472458,0.02732959722039441,0.02417426489372443,0.02413894102810636,0.024034227114947248, +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6920514447111688,0.6892047021562906,0.027461537998723078,0.019409805525760535,0.016558136665663963,0.016558136665663963,0.016498207584389614, +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1863493648635597,1.17930333767202,0.06969355749085093,0.049672926762658706,0.0444667243482947,0.04433315305590049,0.044157158549547194, +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017030078444247275,0.016924919012766975,0.0008102339555096127,0.0005968720608814343,0.00039075662684753115,0.00039075662684753115,0.00038707836051232123, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.041934826728792,9.02728294983494,0.7606034521164914,0.5697334672190051,0.2450177435866281,0.24446880898364093,0.24353640408548402, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.23647158421826,15.20829496277662,1.2773078466442518,0.9577932696290316,0.41056953406471125,0.40906372720039985,0.4067183342137629, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.017299990201845,0.017214419089199705,0.00045933749881980283,0.00028364402682697304,0.00017430037087754564,0.00017430037087754564,0.00017430037087754564, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.123943352838433,8.11286122859791,0.7035959996655311,0.5315014915966687,0.22404469654422915,0.2236797746978064,0.22256299831475307, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.0459311591300662,0.04565497610400018,0.0033350724780305957,0.002440258975619682,0.0012896041058851452,0.0012896041058851452,0.001283761034495193, +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,18.334770510232183,0.555839799505896,0.555839799505896,0.555839799505896,0.555839799505896, +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,9.72872668886541,2.0907462006252686,2.1498843588339875,2.0318442393618565,1.9928157643654814, +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.7163401517499594,0.2793657353914413,0.2793657353914413,0.2793657353914413,0.2793657353914413, +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,2.2501523577090925,0.584033099334021,0.584033099334021,0.584033099334021,0.584033099334021, +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,1.73742610861647,0.726310827957098,0.726310827957098,0.726310827957098,0.726310827957098, +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0,0.0, +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.0,0.0,0.0,0.0,0.0, +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0,0.0, +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.0017282926164173262,0.0017282926164173262,0.0017282926164173262,0.0017282926164173262,0.0017282926164173262, +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.00197583247023121,0.0,0.0,0.0,0.0, +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0005516697729807335,0.0,0.0,0.0,0.0, +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.020666954908011473,0.010147329981436295,0.010147329981436295,0.009193530545118823,0.009077195997621627, +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.5167646967715677,0.18021677704213074,0.1681936961992187,0.16183616631151485,0.15109871501011163, +Data,1047903.0,1047903.0,1047903.0,1047903.0,,13.0,13.0,13.0,12.0,99.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JMR_up.csv new file mode 100644 index 00000000..56c6f8cc --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JMR_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_up >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.9965 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.04789067450742713,0.03323262689425414,0.02971320916985415,0.029654857492239627,0.029471674067453386, +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6649531572120448,0.6617354385600798,0.03453057413846097,0.02387597491537489,0.020909085863938793,0.020889809557518776,0.020802900538367836, +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6920514447111688,0.6892047021562906,0.023521462313333345,0.0169058082495807,0.014241208428337052,0.014241208428337052,0.014177291529961061, +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1863493648635597,1.17930333767202,0.06152056584792828,0.04366113827990641,0.038492501903579585,0.03837909680222572,0.03824191592374284, +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017030078444247275,0.016924919012766975,0.0006891251765618717,0.0005070613371465265,0.0003284172698959823,0.0003284172698959823,0.00032277293897573476, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.041934826728792,9.02728294983494,0.6602862578640737,0.49431858573158094,0.21001075156030657,0.20956160476607236,0.2086825553988934, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.23647158421826,15.20829496277662,1.1026750362189837,0.8270427474119534,0.3502922533685566,0.34923384868066204,0.34738651440357105, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.017299990201845,0.017214419089199705,0.00039326015936218196,0.0002382772359186008,0.00014274792565504088,0.00014274792565504088,0.00014274792565504088, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.123943352838433,8.11286122859791,0.6061264619935097,0.45795783961009173,0.1869913385687013,0.18666364476214273,0.18576360803922584, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.0459311591300662,0.04565497610400018,0.0029195396798644916,0.002139090317589633,0.0011085714428934706,0.0011085714428934706,0.0011085714428934706, +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,11.913162219770742,0.0,0.0,0.0,0.0, +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,9.882709640048454,2.2916968569250513,2.350835015133771,2.169383750309579,2.0955490987842675, +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.7163401517499594,0.2793657353914413,0.2793657353914413,0.2793657353914413,0.2793657353914413, +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,2.313835442010763,0.534474223677047,0.534474223677047,0.534474223677047,0.534474223677047, +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,1.6446526974678806,0.6972707659670061,0.6972707659670061,0.6972707659670061,0.6972707659670061, +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0,0.0, +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.0,0.0,0.0,0.0,0.0, +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0,0.0, +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596, +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.0042440178225057225,0.002268185352274512,0.002268185352274512,0.002268185352274512,0.002268185352274512, +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.00029666866082620695,0.0,0.0,0.0,0.0, +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.02836926297474573,0.011831683086213046,0.010757777963378222,0.010757777963378222,0.00914042702569307, +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.44953627324135104,0.1436833585055094,0.133301886994294,0.12917221244845778,0.11978508656201332, +Data,1047903.0,1047903.0,1047903.0,1047903.0,,13.0,13.0,13.0,12.0,99.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JMS_down.csv new file mode 100644 index 00000000..39369cee --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JMS_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_down >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.9965 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.052724242069775565,0.03650795244988323,0.032863724479839346,0.03280537280222483,0.03260633962155525, +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6649531572120448,0.6617354385600798,0.03841544514530236,0.026550830560030044,0.02342314480276711,0.023387820937149043,0.023289278373139342, +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6920514447111688,0.6892047021562906,0.026450786152367123,0.01853078566083701,0.015734079684455206,0.015734079684455206,0.015674150603180857, +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1863493648635597,1.17930333767202,0.06737149227983424,0.04823803157595503,0.042917156213328936,0.042783584920934724,0.04260759041458143, +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017030078444247275,0.016924919012766975,0.0007743928920415975,0.0005648853840037938,0.0003674206769634271,0.0003674206769634271,0.00036374241062821705, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.041934826728792,9.02728294983494,0.7397375475481832,0.5544854643877399,0.2380010815779468,0.2375240977630973,0.23647940677733867, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.23647158421826,15.20829496277662,1.2386494041546507,0.9312180681293674,0.3962882346471732,0.39484732971456055,0.3925411865741433, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.017299990201845,0.017214419089199705,0.0004453281761959231,0.0002700632850890957,0.0001590360034436852,0.0001590360034436852,0.0001590360034436852, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.123943352838433,8.11286122859791,0.6828871207315564,0.5161213418905576,0.21412947952657047,0.21382079475842336,0.21272429045725114, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.0459311591300662,0.04565497610400018,0.0031867031984736897,0.002326983802957856,0.0012265033772780407,0.0012265033772780407,0.0012206603058880889, +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,19.17381408314674,0.0,0.0,0.0,0.0, +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,10.214775301573077,2.2636223030985496,2.32276046130727,2.0986751596751207,2.0248405081498095, +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.7163401517499594,0.2793657353914413,0.2793657353914413,0.2793657353914413,0.2793657353914413, +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,2.276705303929423,0.6520284250464596,0.6520284250464596,0.6520284250464596,0.6520284250464596, +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,1.5844349646098494,0.6487711088181619,0.6487711088181619,0.6487711088181619,0.6487711088181619, +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0,0.0, +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.0,0.0,0.0,0.0,0.0, +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0,0.0, +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596, +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.003516582583401531,0.0015407501131703208,0.0015407501131703208,0.0015407501131703208,0.0015407501131703208, +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.00042443859180320265,0.0,0.0,0.0,0.0, +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.030233375973251042,0.015577496309934494,0.01450359118709967,0.0135497917507822,0.01282968886115424, +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.49772611625521523,0.17366205857130657,0.1616389777283945,0.15528144784069065,0.14484776383900239, +Data,1047903.0,1047903.0,1047903.0,1047903.0,,13.0,13.0,13.0,12.0,99.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JMS_up.csv new file mode 100644 index 00000000..747c3691 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passggf_cutflow_JMS_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_up >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.9965 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.052713371161863164,0.0364730740402858,0.03284276325109946,0.03278441157348494,0.03258537839281535, +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6649531572120448,0.6617354385600798,0.03838662463629887,0.026521313111384295,0.023397680893396174,0.023362357027778106,0.023263814463768406, +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6920514447111688,0.6892047021562906,0.026468047671146928,0.01864439580516021,0.01584768982877841,0.01584768982877841,0.015783772930402416, +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1863493648635597,1.17930333767202,0.06773228452340098,0.048381253473077625,0.04306037811045152,0.04292680681805733,0.04275081231170402, +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017030078444247275,0.016924919012766975,0.000782466009339856,0.0005672231753104982,0.0003662853163954019,0.0003662853163954019,0.00036260705006019187, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.041934826728792,9.02728294983494,0.740886895252771,0.5553730282008285,0.23845623391668597,0.23797925010183643,0.23689022653919972, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.23647158421826,15.20829496277662,1.2371748133451839,0.9305857901167354,0.3957898810894251,0.39434897615681247,0.39194719875993184, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.017299990201845,0.017214419089199705,0.00043637768619373535,0.00026647757399457154,0.00015920556459696038,0.00015920556459696038,0.00015920556459696038, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.123943352838433,8.11286122859791,0.6823438585554258,0.5154779949578675,0.2140403160725058,0.21371857687421567,0.21262207257304347, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.0459311591300662,0.04565497610400018,0.0031993875338135755,0.002339061545447047,0.0012224925843508903,0.0012224925843508903,0.001216649512960938, +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,19.17381408314674,0.0,0.0,0.0,0.0, +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,9.77504672414831,2.1681229820114742,2.227261140220194,2.003175838588045,2.003175838588045, +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.7163401517499594,0.2793657353914413,0.2793657353914413,0.2793657353914413,0.2793657353914413, +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,2.3132387443004467,0.6885618654174831,0.6885618654174831,0.6885618654174831,0.6885618654174831, +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,1.587892642561146,0.6487711088181619,0.6487711088181619,0.6487711088181619,0.6487711088181619, +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0,0.0, +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.0,0.0,0.0,0.0,0.0, +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0,0.0, +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596, +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.003516582583401531,0.0015407501131703208,0.0015407501131703208,0.0015407501131703208,0.0015407501131703208, +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.00042443859180320265,0.0,0.0,0.0,0.0, +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.029753185305452515,0.015577496309934494,0.01450359118709967,0.0135497917507822,0.01282968886115424, +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.5015093638352781,0.1725739817830268,0.16055090094011473,0.15419337105241088,0.14375968705072262, +Data,1047903.0,1047903.0,1047903.0,1047903.0,,13.0,13.0,13.0,12.0,99.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow.csv new file mode 100644 index 00000000..d68ae888 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.009583006101330529,0.004381194011370422,0.004381194011370422,0.004357890672393658 +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6649531572120448,0.6617354385600798,0.0078818951776879,0.004109775810571671,0.004109775810571671,0.004084848432033634 +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6920514447111688,0.6892047021562906,0.006712782273108666,0.0036455279384258465,0.0036455279384258465,0.003571157093297201 +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1863493648635597,1.17930333767202,0.011679732100180841,0.006281119599656743,0.006281119599656743,0.006239447346966162 +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017030078444247275,0.016924919012766975,0.0010182413488011273,0.0005115903968662564,0.0005115903968662564,0.0005115903968662564 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.041934826728792,9.02728294983494,1.7082223655096713,1.026428939832466,1.0251154658795951,1.0214991559344475 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.23647158421826,15.20829496277662,2.787065028483421,1.6795222925266822,1.6768420182718788,1.6732375470178382 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.017299990201845,0.017214419089199705,0.00048388494976109184,0.0002355481231587384,0.00023381029176605987,0.00023178369130116372 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.123943352838433,8.11286122859791,1.6071366650689287,0.9695283361655795,0.9678201693168063,0.9645094944318472 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.0459311591300662,0.04565497610400018,0.0038850024370083993,0.002135149473458543,0.002135149473458543,0.002135149473458543 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,5.766758281634221,0.0,0.0,0.0 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.055091396808934615,0.0,0.0,0.0 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,0.13412189797405288,0.0,0.0,0.0 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.0,0.0,0.0,0.0 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.0,0.0,0.0,0.0 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.0,0.0,0.0,0.0 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0002247348412580244,0.0,0.0,0.0 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397 +Data,1047903.0,1047903.0,1047903.0,1047903.0,24.0,1.0,1.0,1.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JER_down.csv new file mode 100644 index 00000000..7dcd915b --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JER_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9086202562710456,0.9032729107620694,0.009583006101330529,0.004381194011370422,0.004381194011370422,0.004357890672393658,, +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6650215844188102,0.6616978818114161,0.007878125909478001,0.004106006542361772,0.004106006542361772,0.0040810791638237354,, +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6920552540546806,0.6889646563286256,0.006712782273108666,0.0036455279384258465,0.0036455279384258465,0.003571157093297201,, +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1860618192897887,1.1784620440607205,0.011701628997947825,0.006281119599656743,0.006281119599656743,0.006239447346966162,, +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017030649078712407,0.016911806406707055,0.0010182413488011273,0.0005115903968662564,0.0005115903968662564,0.0005115903968662564,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.043185519276458,9.02815771027725,1.708368635507882,1.0265781426019749,1.025264668649104,1.0216483587039564,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.23819151213184,15.21085147798668,2.7870982290829063,1.679751966948273,1.6770716926934697,1.6734821586433852,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.01731116970053962,0.01721529909865581,0.00048421823192134873,0.00023588140531899526,0.00023414357392631676,0.00023211697346142056,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.124193038879898,8.112651573642607,1.6071299950843654,0.9695436168400328,0.9678354499912596,0.9645247751063005,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.04594810143671735,0.04559847624848856,0.0038829112109561355,0.002135149473458543,0.002135149473458543,0.002135149473458543,, +QCD,717986.216814939,956785.8146709627,948364.0361544128,941611.8267485962,5.766758281634221,0.0,0.0,0.0,, +TT,63126.80979180276,63126.80979180276,62673.79614323329,62216.48155564703,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409,, +ST,5417.824558008516,5417.824558008516,5377.353115354821,5346.142315388623,0.055091396808934615,0.0,0.0,0.0,, +W+Jets,9487.889178263631,9487.889178263631,9420.543436555281,9370.593747378542,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557,, +Z+Jets,12055.822300436781,12055.822300436781,11963.681352389223,11895.51750751837,0.13412189797405288,0.0,0.0,0.0,, +Diboson,544.751536187187,544.751536187187,541.5333279703598,539.5308044193844,0.0,0.0,0.0,0.0,, +ggFHbb,120.74204174793252,120.74204174793252,120.07126024952862,119.40043805803371,0.0,0.0,0.0,0.0,, +VBFHbb,32.24173303425971,32.24173303425971,32.09098572075379,31.915490654706662,0.0,0.0,0.0,0.0,, +ZHbb,32.70020301080715,32.70020301080715,32.51229709989521,32.39048595448399,0.0,0.0,0.0,0.0,, +WHbb,56.014320595270185,56.014320595270185,55.68961912767411,55.51113359847001,0.0,0.0,0.0,0.0,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.850277343583236,4.823413122979026,0.0002247348412580244,0.0,0.0,0.0,, +ttHbb,156.94119216557863,156.94119216557863,155.94705721730352,154.8512284574327,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825,, +HWW,80.56791059341468,80.56791059341468,80.06917628289587,79.44977797155293,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397,, +Data,1047903.0,1047903.0,,,24.0,1.0,1.0,1.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JER_up.csv new file mode 100644 index 00000000..52ba7e18 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JER_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9087910422523933,0.9039911771807736,0.009583006101330529,0.004381194011370422,0.004381194011370422,0.004357890672393658,, +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6648232888972543,0.6615304688795937,0.00788960936073556,0.00411748999361933,0.00411748999361933,0.004092562615081293,, +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6919837261137559,0.6895359500254084,0.006712782273108666,0.0036455279384258465,0.0036455279384258465,0.003571157093297201,, +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1863320607318555,1.1793065385470574,0.011679732100180841,0.006281119599656743,0.006281119599656743,0.006239447346966162,, +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017017363606822954,0.016929960784848687,0.0010182413488011273,0.0005115903968662564,0.0005115903968662564,0.0005115903968662564,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.040636795335303,9.026372449520458,1.7081152484540758,1.0263391294632465,1.0250256555103756,1.021409345565228,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.235710988413302,15.208705941882577,2.787331700253803,1.6796309571345178,1.6769506828797145,1.6733462116256739,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.017297188158115442,0.01721631337755096,0.00048388494976109184,0.0002355481231587384,0.00023381029176605987,0.00023178369130116372,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.123037690630078,8.112049494318502,1.606992258320908,0.9694281400827344,0.9677199732339612,0.964409298349002,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.045925054049681675,0.04568813387406423,0.003876777104624988,0.0021269241410751313,0.0021269241410751313,0.0021269241410751313,, +QCD,717986.216814939,956785.8146709627,948644.7035294859,941689.1725997124,5.766758281634221,0.0,0.0,0.0,, +TT,63126.80979180276,63126.80979180276,62748.65359108715,62350.558550020374,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409,, +ST,5417.824558008516,5417.824558008516,5380.019529035428,5352.781145230527,0.055091396808934615,0.0,0.0,0.0,, +W+Jets,9487.889178263631,9487.889178263631,9424.098448265346,9376.427000646685,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557,, +Z+Jets,12055.822300436781,12055.822300436781,11970.280347915328,11907.501953889905,0.13412189797405288,0.0,0.0,0.0,, +Diboson,544.751536187187,544.751536187187,541.0881926888653,539.2414054191454,0.0,0.0,0.0,0.0,, +ggFHbb,120.74204174793252,120.74204174793252,120.07042524743345,119.27825223478067,0.0,0.0,0.0,0.0,, +VBFHbb,32.24173303425971,32.24173303425971,32.11233185743809,31.972834248054944,0.0,0.0,0.0,0.0,, +ZHbb,32.70020301080715,32.70020301080715,32.50629199227846,32.37127325754241,0.0,0.0,0.0,0.0,, +WHbb,56.014320595270185,56.014320595270185,55.67763486575412,55.48629077310594,0.0,0.0,0.0,0.0,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.8517784616619,4.8285634978383225,0.0002247348412580244,0.0,0.0,0.0,, +ttHbb,156.94119216557863,156.94119216557863,156.03648620372667,155.10345329641785,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825,, +HWW,80.56791059341468,80.56791059341468,80.16639644289663,79.67713590709836,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397,, +Data,1047903.0,1047903.0,,,24.0,1.0,1.0,1.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JES_down.csv new file mode 100644 index 00000000..2cc81a2b --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JES_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9021974589337566,0.8921274934572291,0.009553627596180605,0.0043518155062205,0.0043518155062205,0.004328512167243737,, +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6606251851799471,0.654055669353281,0.007867889800500117,0.004095770433383887,0.004095770433383887,0.00407084305484585,, +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6877389328223249,0.6810698404272066,0.006712782273108666,0.0036455279384258465,0.0036455279384258465,0.003571157093297201,, +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.176818579571213,1.1617121639970687,0.011679732100180841,0.006281119599656743,0.006281119599656743,0.006239447346966162,, +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.016919511679774117,0.016710528233663646,0.0010146859005650205,0.0005101488655020325,0.0005101488655020325,0.0005101488655020325,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.022591570183286,8.993098263152001,1.7071297883292618,1.0261710287298955,1.024857554777025,1.021241244831877,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.199677089537838,15.145129783948754,2.7851267330279277,1.6788858848826647,1.6762056106278613,1.6726160765777767,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.01720697227181179,0.017039203791830167,0.00048101456717499034,0.00023331978682751634,0.00023158195543483787,0.00022955535496994167,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.1076359787108,8.084305121253376,1.606263737553602,0.9690031497398046,0.9673047204682129,0.9639940455832539,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.045614762720094335,0.045084105521786697,0.0038725917409409864,0.0021248300034433934,0.0021248300034433934,0.0021248300034433934,, +QCD,717986.216814939,956785.8146709627,938661.3615136005,924579.0079995885,5.766758281634221,0.0,0.0,0.0,, +TT,63126.80979180276,63126.80979180276,62281.26379618576,61419.84821786183,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409,, +ST,5417.824558008516,5417.824558008516,5343.110583081037,5284.0364074716335,0.055091396808934615,0.0,0.0,0.0,, +W+Jets,9487.889178263631,9487.889178263631,9357.72731042376,9249.165805487482,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557,, +Z+Jets,12055.822300436781,12055.822300436781,11862.409496423767,11728.495220567063,0.13412189797405288,0.0,0.0,0.0,, +Diboson,544.751536187187,544.751536187187,538.0128172568578,533.0567491419495,0.0,0.0,0.0,0.0,, +ggFHbb,120.74204174793252,120.74204174793252,119.40071843999348,117.91244552095317,0.0,0.0,0.0,0.0,, +VBFHbb,32.24173303425971,32.24173303425971,31.963053181455805,31.627848698776596,0.0,0.0,0.0,0.0,, +ZHbb,32.70020301080715,32.70020301080715,32.31418583302164,32.04157172822267,0.0,0.0,0.0,0.0,, +WHbb,56.014320595270185,56.014320595270185,55.31129788288006,54.93711011186556,0.0,0.0,0.0,0.0,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.818097766172652,4.7680686559651555,0.0002247348412580244,0.0,0.0,0.0,, +ttHbb,156.94119216557863,156.94119216557863,154.9802638394503,152.95156197255415,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825,, +HWW,80.56791059341468,80.56791059341468,79.61251131832795,78.50954646527252,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397,, +Data,1047903.0,1047903.0,,,24.0,1.0,1.0,1.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JES_up.csv new file mode 100644 index 00000000..be48e817 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JES_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9145866495848747,0.9145155175981409,0.009585666459740322,0.004381194011370422,0.004381194011370422,0.004357890672393658,, +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6687396247885888,0.6687104037350293,0.007891596487873357,0.004119477120757126,0.004119477120757126,0.00409454974221909,, +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6956342370058112,0.6956173642658675,0.006712782273108666,0.0036455279384258465,0.0036455279384258465,0.003571157093297201,, +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1943528822540315,1.1942766748528373,0.01171582060784257,0.006295311209551487,0.006295311209551487,0.006253638956860905,, +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017115373482989717,0.017108694186479038,0.0010189199121281552,0.000512268960193284,0.000512268960193284,0.000512268960193284,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.060422891390717,9.060189851549257,1.7094870563624842,1.0270552523517906,1.02574177839892,1.0221254684537722,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.268498694962206,15.267919985216187,2.7885334168751865,1.6803885685671478,1.6777082943123447,1.6741038230583039,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.017392009819169624,0.017391553707081148,0.0004845541121701123,0.00023588140531899526,0.00023414357392631676,0.00023211697346142056,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.138437322164155,8.138179841158967,1.6079616226705338,0.9699567030637257,0.9682485362149524,0.9649124859305176,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.04617824244896124,0.046172661222857174,0.0038850024370083993,0.002135149473458543,0.002135149473458543,0.002135149473458543,, +QCD,717986.216814939,956785.8146709627,956667.0157052347,956553.6806509071,5.766758281634221,0.0,0.0,0.0,, +TT,63126.80979180276,63126.80979180276,63116.826564698415,63107.18599108666,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409,, +ST,5417.824558008516,5417.824558008516,5417.184318734426,5416.5525968038955,0.055091396808934615,0.0,0.0,0.0,, +W+Jets,9487.889178263631,9487.889178263631,9487.064804758824,9486.32235540528,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557,, +Z+Jets,12055.822300436781,12055.822300436781,12054.071026015921,12053.005237267775,0.13412189797405288,0.0,0.0,0.0,, +Diboson,544.751536187187,544.751536187187,544.751536187187,544.751536187187,0.0,0.0,0.0,0.0,, +ggFHbb,120.74204174793252,120.74204174793252,120.71963054554595,120.71963054554595,0.0,0.0,0.0,0.0,, +VBFHbb,32.24173303425971,32.24173303425971,32.23831123818383,32.23831123818383,0.0,0.0,0.0,0.0,, +ZHbb,32.70020301080715,32.70020301080715,32.696277043463795,32.696277043463795,0.0,0.0,0.0,0.0,, +WHbb,56.014320595270185,56.014320595270185,56.00371732736636,56.00176596226789,0.0,0.0,0.0,0.0,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.879327906819619,4.87917304753225,0.0002247348412580244,0.0,0.0,0.0,, +ttHbb,156.94119216557863,156.94119216557863,156.92518417388314,156.89562337944528,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825,, +HWW,80.56791059341468,80.56791059341468,80.56035519769166,80.54779884286333,0.07985896387178333,0.012051867493711397,0.012051867493711397,0.012051867493711397,, +Data,1047903.0,1047903.0,,,24.0,1.0,1.0,1.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JMR_down.csv new file mode 100644 index 00000000..d68ae888 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JMR_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.009583006101330529,0.004381194011370422,0.004381194011370422,0.004357890672393658 +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6649531572120448,0.6617354385600798,0.0078818951776879,0.004109775810571671,0.004109775810571671,0.004084848432033634 +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6920514447111688,0.6892047021562906,0.006712782273108666,0.0036455279384258465,0.0036455279384258465,0.003571157093297201 +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1863493648635597,1.17930333767202,0.011679732100180841,0.006281119599656743,0.006281119599656743,0.006239447346966162 +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017030078444247275,0.016924919012766975,0.0010182413488011273,0.0005115903968662564,0.0005115903968662564,0.0005115903968662564 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.041934826728792,9.02728294983494,1.7082223655096713,1.026428939832466,1.0251154658795951,1.0214991559344475 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.23647158421826,15.20829496277662,2.787065028483421,1.6795222925266822,1.6768420182718788,1.6732375470178382 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.017299990201845,0.017214419089199705,0.00048388494976109184,0.0002355481231587384,0.00023381029176605987,0.00023178369130116372 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.123943352838433,8.11286122859791,1.6071366650689287,0.9695283361655795,0.9678201693168063,0.9645094944318472 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.0459311591300662,0.04565497610400018,0.0038850024370083993,0.002135149473458543,0.002135149473458543,0.002135149473458543 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,5.766758281634221,0.0,0.0,0.0 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.055091396808934615,0.0,0.0,0.0 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,0.13412189797405288,0.0,0.0,0.0 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.0,0.0,0.0,0.0 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.0,0.0,0.0,0.0 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.0,0.0,0.0,0.0 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0002247348412580244,0.0,0.0,0.0 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397 +Data,1047903.0,1047903.0,1047903.0,1047903.0,24.0,1.0,1.0,1.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JMR_up.csv new file mode 100644 index 00000000..d68ae888 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JMR_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.009583006101330529,0.004381194011370422,0.004381194011370422,0.004357890672393658 +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6649531572120448,0.6617354385600798,0.0078818951776879,0.004109775810571671,0.004109775810571671,0.004084848432033634 +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6920514447111688,0.6892047021562906,0.006712782273108666,0.0036455279384258465,0.0036455279384258465,0.003571157093297201 +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1863493648635597,1.17930333767202,0.011679732100180841,0.006281119599656743,0.006281119599656743,0.006239447346966162 +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017030078444247275,0.016924919012766975,0.0010182413488011273,0.0005115903968662564,0.0005115903968662564,0.0005115903968662564 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.041934826728792,9.02728294983494,1.7082223655096713,1.026428939832466,1.0251154658795951,1.0214991559344475 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.23647158421826,15.20829496277662,2.787065028483421,1.6795222925266822,1.6768420182718788,1.6732375470178382 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.017299990201845,0.017214419089199705,0.00048388494976109184,0.0002355481231587384,0.00023381029176605987,0.00023178369130116372 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.123943352838433,8.11286122859791,1.6071366650689287,0.9695283361655795,0.9678201693168063,0.9645094944318472 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.0459311591300662,0.04565497610400018,0.0038850024370083993,0.002135149473458543,0.002135149473458543,0.002135149473458543 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,5.766758281634221,0.0,0.0,0.0 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.055091396808934615,0.0,0.0,0.0 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,0.13412189797405288,0.0,0.0,0.0 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.0,0.0,0.0,0.0 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.0,0.0,0.0,0.0 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.0,0.0,0.0,0.0 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0002247348412580244,0.0,0.0,0.0 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397 +Data,1047903.0,1047903.0,1047903.0,1047903.0,24.0,1.0,1.0,1.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JMS_down.csv new file mode 100644 index 00000000..d68ae888 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JMS_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.009583006101330529,0.004381194011370422,0.004381194011370422,0.004357890672393658 +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6649531572120448,0.6617354385600798,0.0078818951776879,0.004109775810571671,0.004109775810571671,0.004084848432033634 +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6920514447111688,0.6892047021562906,0.006712782273108666,0.0036455279384258465,0.0036455279384258465,0.003571157093297201 +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1863493648635597,1.17930333767202,0.011679732100180841,0.006281119599656743,0.006281119599656743,0.006239447346966162 +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017030078444247275,0.016924919012766975,0.0010182413488011273,0.0005115903968662564,0.0005115903968662564,0.0005115903968662564 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.041934826728792,9.02728294983494,1.7082223655096713,1.026428939832466,1.0251154658795951,1.0214991559344475 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.23647158421826,15.20829496277662,2.787065028483421,1.6795222925266822,1.6768420182718788,1.6732375470178382 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.017299990201845,0.017214419089199705,0.00048388494976109184,0.0002355481231587384,0.00023381029176605987,0.00023178369130116372 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.123943352838433,8.11286122859791,1.6071366650689287,0.9695283361655795,0.9678201693168063,0.9645094944318472 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.0459311591300662,0.04565497610400018,0.0038850024370083993,0.002135149473458543,0.002135149473458543,0.002135149473458543 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,5.766758281634221,0.0,0.0,0.0 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.055091396808934615,0.0,0.0,0.0 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,0.13412189797405288,0.0,0.0,0.0 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.0,0.0,0.0,0.0 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.0,0.0,0.0,0.0 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.0,0.0,0.0,0.0 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0002247348412580244,0.0,0.0,0.0 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397 +Data,1047903.0,1047903.0,1047903.0,1047903.0,24.0,1.0,1.0,1.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JMS_up.csv new file mode 100644 index 00000000..d68ae888 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016/passvbf_cutflow_JMS_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.009583006101330529,0.004381194011370422,0.004381194011370422,0.004357890672393658 +ggHH_kl_2p45_kt_1_HHbbVV,0.6688447704532685,0.6688447704532685,0.6649531572120448,0.6617354385600798,0.0078818951776879,0.004109775810571671,0.004109775810571671,0.004084848432033634 +ggHH_kl_5_kt_1_HHbbVV,0.6956895087373941,0.6956895087373941,0.6920514447111688,0.6892047021562906,0.006712782273108666,0.0036455279384258465,0.0036455279384258465,0.003571157093297201 +ggHH_kl_0_kt_1_HHbbVV,1.1944766869755938,1.1944766869755938,1.1863493648635597,1.17930333767202,0.011679732100180841,0.006281119599656743,0.006281119599656743,0.006239447346966162 +VBFHHbbVV,0.017115373482989717,0.017115373482989717,0.017030078444247275,0.016924919012766975,0.0010182413488011273,0.0005115903968662564,0.0005115903968662564,0.0005115903968662564 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,9.060969753010587,9.060969753010587,9.041934826728792,9.02728294983494,1.7082223655096713,1.026428939832466,1.0251154658795951,1.0214991559344475 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,15.269096111629358,15.269096111629358,15.23647158421826,15.20829496277662,2.787065028483421,1.6795222925266822,1.6768420182718788,1.6732375470178382 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.0173959132140592,0.0173959132140592,0.017299990201845,0.017214419089199705,0.00048388494976109184,0.0002355481231587384,0.00023381029176605987,0.00023178369130116372 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,8.138882127595444,8.138882127595444,8.123943352838433,8.11286122859791,1.6071366650689287,0.9695283361655795,0.9678201693168063,0.9645094944318472 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.04617824244896124,0.04617824244896124,0.0459311591300662,0.04565497610400018,0.0038850024370083993,0.002135149473458543,0.002135149473458543,0.002135149473458543 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,5.766758281634221,0.0,0.0,0.0 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.055091396808934615,0.0,0.0,0.0 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,0.13412189797405288,0.0,0.0,0.0 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.0,0.0,0.0,0.0 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.0,0.0,0.0,0.0 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.0,0.0,0.0,0.0 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0002247348412580244,0.0,0.0,0.0 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397 +Data,1047903.0,1047903.0,1047903.0,1047903.0,24.0,1.0,1.0,1.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow.csv new file mode 100644 index 00000000..b6d7ecfa --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.3689082675908363,0.36827657175589595,0.3664211447383801 +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7966181927909652,0.7929251357407407,0.27643952958598983,0.27605730832218206,0.27459549192660815 +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.8351909835840614,0.8317756967171981,0.37385989120403884,0.3732592354127676,0.3710795125232735 +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4226156102926775,1.4129101659183219,0.4851970922348211,0.4840675130312162,0.4817875222918099 +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.021438896099242835,0.021315873451069035,0.007693806502845373,0.0076717367906851235,0.00762620436006421 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.992704362069707,10.974097162767547,2.9996084084430152,2.9922832356719047,2.976914792755884 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.47731328698665,18.44388166206678,5.094048669628073,5.081104986850652,5.055756698854278 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.021387774292197015,0.02128691499756289,0.010393282892467392,0.010339319684656947,0.01027573169222096 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.931050331915193,9.916982995696745,2.704553977997201,2.6986511629100236,2.6849676930606847 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05592359011921978,0.05559233902875846,0.017972405932963762,0.017915607151980123,0.01782473333446288 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,968194.6958131382,966575.8329570786,963477.1843784222 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,59756.04620421225,53581.011783496266,47369.53176682067 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,5277.663381085969,4827.68892161338,4353.263702426815 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,10267.98041055657,10240.771375918208,10214.924023501666 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,8391.373012782422,8370.619662623449,8331.43470986793 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,427.8095451515573,408.6227711479913,391.3912666097881 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,45.30216339603112,45.142460352433716,44.74304469717901 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,12.910667691672323,12.88796377991545,12.781781795885522 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,11.799771340315372,11.748120919965892,11.666691037425696 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,22.935801367330377,22.891716198731135,22.762665877722227 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,2.3432337853521314,2.337704288637104,2.3187157788024946 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,116.0286360102471,102.76848179845926,89.14805678548099 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,77.25306730184919,64.56532116288594,53.54802832202656 +Data,1331012.0,1331012.0,1331012.0,1331012.0,1100458.0,1090240.0,1078427.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JER_down.csv new file mode 100644 index 00000000..9004698f --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JER_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.1007654125568072,1.0943466848718584,0.3689838386278276,0.36835214279288725,0.36649671577537146,, +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7966839978476782,0.7929702737652506,0.27643350911904124,0.2760512878552334,0.2745851468438236,, +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.834916579637446,0.8313931208750229,0.3735844185203877,0.37300030646536964,0.37082058357587544,, +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.422734538030712,1.413057483248668,0.48502545101830774,0.4838958718147028,0.4816158810752965,, +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.021438601541618647,0.02130944961532647,0.00768597256859618,0.007663902856435929,0.007618370425815016,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.993916278669817,10.975351227637582,3.000222893686523,2.9928909341085252,2.9775224911925045,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.47778093467595,18.44445480245551,5.093988828230345,5.081045145452925,5.055696857456551,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.02138682863811925,0.021273317169623898,0.010382398039568122,0.010328434831757676,0.01026484683932169,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.93227980894857,9.91773923265224,2.705069151260465,2.6991570031126457,2.6854364527701984,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05595921964896841,0.05560877654128435,0.017990259411435415,0.017933460630451772,0.017842586812934533,, +QCD,900603.372757249,1219440.0804636534,1208182.4786762223,1200009.3644063028,968115.9810780144,966480.6108474126,963385.5017445618,, +TT,76537.02908224265,76537.02908224265,76005.7888408999,75436.82978583084,59698.85476465417,53536.31787896018,47336.74932332276,, +ST,6617.229257123121,6617.229257123121,6566.328361234981,6530.907835704748,5277.757625123997,4826.973151965493,4353.16596780443,, +W+Jets,12421.273275458932,12421.273275458932,12339.320639263746,12260.495964100859,10264.915822931636,10237.566087955458,10211.662984640825,, +Z+Jets,14717.02364266734,14717.02364266734,14597.661223947085,14510.332852864116,8387.14164328013,8366.555039545336,8327.284481218028,, +Diboson,703.6912877316817,703.6912877316817,698.579291598942,694.5916383161529,427.30679500407336,408.17954741521237,391.04747197968345,, +ggFHbb,138.81856362723408,138.81856362723408,138.15554634923888,137.17501694965563,45.32742148315782,45.167718439560424,44.76830278430572,, +VBFHbb,40.60062332311162,40.60062332311162,40.49535934358885,40.33863807551278,12.901762241315136,12.879058329558266,12.772876345528337,, +ZHbb,38.56092725636813,38.56092725636813,38.30942955891692,38.14570716432015,11.798125796489272,11.74647537613979,11.666431838054264,, +WHbb,66.232275837835,66.232275837835,65.79959420574862,65.60151072204596,22.93473446572348,22.89260620132914,22.763555880320233,, +ggZHbb,5.921431593700421,5.921431593700421,5.889087636165095,5.8513654951795635,2.3421762080813324,2.3366467113663054,2.317914490091244,, +ttHbb,187.9810602386041,187.9810602386041,186.82068755865188,185.52754103860983,115.92756418020977,102.6910162332245,89.08426446304743,, +HWW,97.55810924622651,97.55810924622651,96.95233954850245,96.16828112430852,77.18297347550448,64.50712669535055,53.51142845068544,, +Data,1331012.0,1331012.0,,,1100458.0,1090240.0,1078427.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JER_up.csv new file mode 100644 index 00000000..c251c790 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JER_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.1000283455508442,1.093563222944563,0.36881957801286125,0.36818079259298936,0.36632536557547357,, +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7964922393403449,0.7928382739676629,0.27643335964798127,0.2760511383841735,0.27458486102912283,, +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.835058321937548,0.8316139992092635,0.37364012018238557,0.3730508674416574,0.37085909604489187,, +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4228120731930771,1.4130533265554628,0.4854211537809283,0.4842915745773234,0.4820115838379171,, +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.021440944541920692,0.021327016264919646,0.007706054195496111,0.007683984483335861,0.007638452052714949,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.991439674710634,10.972925334791851,2.999259952008066,2.9919347792369555,2.9765404668077458,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.47629524681861,18.443564870299006,5.0935178853446885,5.080521615243119,5.055173327246745,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.02138645978059985,0.021286140659751034,0.010394625507128875,0.010340662299318428,0.010277074306882444,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.930464059707752,9.916398819305595,2.7044320235364823,2.6985406008363904,2.6848920510428242,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05588556143177802,0.05553878736217713,0.017954838124328118,0.017898039343344482,0.017807165525827236,, +QCD,900603.372757249,1219440.0804636534,1208523.5722318934,1200033.7819080197,968333.4816015975,966724.1991945556,963625.4912420575,, +TT,76537.02908224265,76537.02908224265,76057.90175062326,75546.39913344698,59791.400372422875,53607.709190787704,47386.115143169416,, +ST,6617.229257123121,6617.229257123121,6569.594060609604,6535.389534232395,5281.431876922224,4831.657425221724,4357.10588828644,, +W+Jets,12421.273275458932,12421.273275458932,12341.825146611021,12264.924202464117,10268.312380642396,10241.188198155278,10215.417120054308,, +Z+Jets,14717.02364266734,14717.02364266734,14601.95480697945,14517.83317032325,8391.421257069986,8370.618919587834,8331.609259651776,, +Diboson,703.6912877316817,703.6912877316817,699.274850691623,695.7930322677172,427.8893356031577,408.7025615995916,391.4710570613885,, +ggFHbb,138.81856362723408,138.81856362723408,138.1359310079184,137.16716893739732,45.29711139715256,45.137408353555166,44.73799269830046,, +VBFHbb,40.60062332311162,40.60062332311162,40.474722810632116,40.36086441370259,12.918779347138004,12.896075435381134,12.789893451351205,, +ZHbb,38.56092725636813,38.56092725636813,38.29663889299799,38.13726355471172,11.809667152238447,11.758016731888969,11.676586849348773,, +WHbb,66.232275837835,66.232275837835,65.79172252987414,65.57398960849181,22.928034541851552,22.88394937325231,22.7548990522434,, +ggZHbb,5.921431593700421,5.921431593700421,5.887904683527691,5.855217962847878,2.3434904878624687,2.337960991147442,2.3189724813128327,, +ttHbb,187.9810602386041,187.9810602386041,186.88290996039103,185.72296875559454,116.09877758960441,102.82461475386307,89.19513106593017,, +HWW,97.55810924622651,97.55810924622651,97.04385400611787,96.33153606063196,77.29816288915787,64.59503013481468,53.56769764938811,, +Data,1331012.0,1331012.0,,,1100458.0,1090240.0,1078427.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JES_down.csv new file mode 100644 index 00000000..5a499c19 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JES_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.0917069850409113,1.0781356268307336,0.3629648059473203,0.3623546728947583,0.3605045490774039,, +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7910546533336967,0.7830650557850098,0.27263474583867625,0.2722639196681431,0.27081602330568016,, +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.8295842026069971,0.8209061063174796,0.3682955739713874,0.3677228649669123,0.3655663902710457,, +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4101042999942586,1.390663224347363,0.4760986141015309,0.4750006309353654,0.4727780787637846,, +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.02130646456807585,0.021064324561273218,0.007601701724363736,0.007579632012203487,0.007535129801272428,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.96606943523112,10.92642042184287,2.9837979717182073,2.976520070600495,2.9612574524301283,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.42754518001746,18.356068000148724,5.062573586612216,5.049901807491287,5.024765090777813,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.02124839594879495,0.021033610058694998,0.010262449153721438,0.010208485945910992,0.010145585415976804,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.910018440163697,9.879815192310277,2.69193196441601,2.686058491014499,2.672534908435183,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.055519657883855295,0.05485418505523361,0.01766252941652336,0.017605730635539718,0.017526394073477277,, +QCD,900603.372757249,1219440.0804636534,1195253.18073095,1177719.865509848,949985.9618030372,948389.6742725599,945364.277292517,, +TT,76537.02908224265,76537.02908224265,75455.8672753345,74346.61812260182,58820.24384406234,52756.31421326463,46659.43647887213,, +ST,6617.229257123121,6617.229257123121,6513.894336293484,6437.416751030387,5201.817311594106,4760.055953099953,4294.717201812059,, +W+Jets,12421.273275458932,12421.273275458932,12242.321861551814,12084.680852048914,10119.357499348227,10092.368299563985,10067.02584366726,, +Z+Jets,14717.02364266734,14717.02364266734,14468.821057932211,14291.993481946272,8265.569397715464,8245.347609290251,8206.96723900642,, +Diboson,703.6912877316817,703.6912877316817,693.0662177097603,685.7998823459604,420.9525776312646,402.2063263732423,385.35591291714536,, +ggFHbb,138.81856362723408,138.81856362723408,137.1939721773011,135.31119077640614,44.61824265600723,44.45853961240984,44.05912395715513,, +VBFHbb,40.60062332311162,40.60062332311162,40.24272494114581,39.87078912776376,12.737142547725545,12.714438635968673,12.608256651938746,, +ZHbb,38.56092725636813,38.56092725636813,38.05426925581597,37.73628835069991,11.650735028339612,11.601574820481598,11.525111684557157,, +WHbb,66.232275837835,66.232275837835,65.32166411216625,64.87958091280734,22.652820945833795,22.61141846445601,22.483201181072555,, +ggZHbb,5.921431593700421,5.921431593700421,5.849255584936747,5.77720182418215,2.313726294494792,2.308196797779765,2.2897297011564843,, +ttHbb,187.9810602386041,187.9810602386041,185.57110999047728,183.10434371442994,114.38477765056805,101.34794294950856,87.94603486057157,, +HWW,97.55810924622651,97.55810924622651,96.30840345343226,94.86719745065234,76.13548776448891,63.648808174519296,52.82285604612391,, +Data,1331012.0,1331012.0,,,1100458.0,1090240.0,1078427.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JES_up.csv new file mode 100644 index 00000000..e067b998 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JES_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.1081035713714382,1.1080653903338389,0.3744368182454417,0.3738041182368086,0.3718952343303235,, +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.8015742076520919,0.8015566517004539,0.2798795517586103,0.2794921579875649,0.27800145907513585,, +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.8397405576613581,0.8397405576613581,0.3782650709283245,0.37766441513705323,0.3754494043583877,, +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4337099666557058,1.4336942879626964,0.4929500917115567,0.4918205125079517,0.4894592350398478,, +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.02157241124523907,0.02157241124523907,0.007805167635864067,0.007783097923703818,0.0077375654930829044,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,11.015391288747336,11.01533838984919,3.0134054627475493,3.0060367138752153,2.9905380894655282,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.522941581949745,18.522941581949745,5.122361051027377,5.10926870092338,5.083820015835909,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.021501518954477026,0.021501518954477026,0.010492035516703007,0.010438072308892564,0.01037299314825399,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.950412548332135,9.95038847828237,2.7159152864553198,2.709957544068945,2.6961615773812446,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05626247636667933,0.05626247636667933,0.018275188982081858,0.018218390201098215,0.01812425426382533,, +QCD,900603.372757249,1219440.0804636534,1219439.4799126645,1219422.47933788,983803.9510620306,982157.6313555638,978967.0192317961,, +TT,76537.02908224265,76537.02908224265,76534.95448087924,76533.07862026204,60581.09161745417,54307.520362390154,47992.442901525355,, +ST,6617.229257123121,6617.229257123121,6616.778108324861,6616.821960574154,5346.7324702061605,4888.024616212377,4408.351439540079,, +W+Jets,12421.273275458932,12421.273275458932,12421.078715069132,12420.818420918185,10398.60569223109,10371.006698381132,10344.660714081547,, +Z+Jets,14717.02364266734,14717.02364266734,14716.544046931334,14716.383412145502,8504.84395957218,8483.67089260777,8443.517523679762,, +Diboson,703.6912877316817,703.6912877316817,703.6912877316817,703.6912877316817,432.8668005124813,413.46544173262964,395.88075032990525,, +ggFHbb,138.81856362723408,138.81856362723408,138.81058175779788,138.81058175779788,45.78478794998247,45.625084906385084,45.22566925113037,, +VBFHbb,40.60062332311162,40.60062332311162,40.591331153836336,40.591331153836336,12.992277040321706,12.969573128564836,12.863391144534907,, +ZHbb,38.56092725636813,38.56092725636813,38.55979972772222,38.55979972772222,11.954584674298655,11.902934253949173,11.818449246519354,, +WHbb,66.232275837835,66.232275837835,66.23173382727803,66.2285336555317,23.214875627993948,23.170790459394702,23.041336654550758,, +ggZHbb,5.921431593700421,5.921431593700421,5.921287148529628,5.921287148529628,2.369231479434375,2.363701982719348,2.344713472884738,, +ttHbb,187.9810602386041,187.9810602386041,187.97421160742965,187.97065844812124,117.51557058302265,104.04513431903834,90.22800043417257,, +HWW,97.55810924622651,97.55810924622651,97.55627725126962,97.5572062066977,78.27985386070976,65.42662168705513,54.214557931711674,, +Data,1331012.0,1331012.0,,,1100458.0,1090240.0,1078427.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JMR_down.csv new file mode 100644 index 00000000..b6d7ecfa --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JMR_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.3689082675908363,0.36827657175589595,0.3664211447383801 +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7966181927909652,0.7929251357407407,0.27643952958598983,0.27605730832218206,0.27459549192660815 +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.8351909835840614,0.8317756967171981,0.37385989120403884,0.3732592354127676,0.3710795125232735 +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4226156102926775,1.4129101659183219,0.4851970922348211,0.4840675130312162,0.4817875222918099 +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.021438896099242835,0.021315873451069035,0.007693806502845373,0.0076717367906851235,0.00762620436006421 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.992704362069707,10.974097162767547,2.9996084084430152,2.9922832356719047,2.976914792755884 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.47731328698665,18.44388166206678,5.094048669628073,5.081104986850652,5.055756698854278 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.021387774292197015,0.02128691499756289,0.010393282892467392,0.010339319684656947,0.01027573169222096 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.931050331915193,9.916982995696745,2.704553977997201,2.6986511629100236,2.6849676930606847 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05592359011921978,0.05559233902875846,0.017972405932963762,0.017915607151980123,0.01782473333446288 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,968194.6958131382,966575.8329570786,963477.1843784222 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,59756.04620421225,53581.011783496266,47369.53176682067 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,5277.663381085969,4827.68892161338,4353.263702426815 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,10267.98041055657,10240.771375918208,10214.924023501666 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,8391.373012782422,8370.619662623449,8331.43470986793 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,427.8095451515573,408.6227711479913,391.3912666097881 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,45.30216339603112,45.142460352433716,44.74304469717901 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,12.910667691672323,12.88796377991545,12.781781795885522 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,11.799771340315372,11.748120919965892,11.666691037425696 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,22.935801367330377,22.891716198731135,22.762665877722227 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,2.3432337853521314,2.337704288637104,2.3187157788024946 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,116.0286360102471,102.76848179845926,89.14805678548099 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,77.25306730184919,64.56532116288594,53.54802832202656 +Data,1331012.0,1331012.0,1331012.0,1331012.0,1100458.0,1090240.0,1078427.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JMR_up.csv new file mode 100644 index 00000000..b6d7ecfa --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JMR_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.3689082675908363,0.36827657175589595,0.3664211447383801 +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7966181927909652,0.7929251357407407,0.27643952958598983,0.27605730832218206,0.27459549192660815 +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.8351909835840614,0.8317756967171981,0.37385989120403884,0.3732592354127676,0.3710795125232735 +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4226156102926775,1.4129101659183219,0.4851970922348211,0.4840675130312162,0.4817875222918099 +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.021438896099242835,0.021315873451069035,0.007693806502845373,0.0076717367906851235,0.00762620436006421 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.992704362069707,10.974097162767547,2.9996084084430152,2.9922832356719047,2.976914792755884 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.47731328698665,18.44388166206678,5.094048669628073,5.081104986850652,5.055756698854278 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.021387774292197015,0.02128691499756289,0.010393282892467392,0.010339319684656947,0.01027573169222096 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.931050331915193,9.916982995696745,2.704553977997201,2.6986511629100236,2.6849676930606847 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05592359011921978,0.05559233902875846,0.017972405932963762,0.017915607151980123,0.01782473333446288 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,968194.6958131382,966575.8329570786,963477.1843784222 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,59756.04620421225,53581.011783496266,47369.53176682067 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,5277.663381085969,4827.68892161338,4353.263702426815 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,10267.98041055657,10240.771375918208,10214.924023501666 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,8391.373012782422,8370.619662623449,8331.43470986793 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,427.8095451515573,408.6227711479913,391.3912666097881 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,45.30216339603112,45.142460352433716,44.74304469717901 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,12.910667691672323,12.88796377991545,12.781781795885522 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,11.799771340315372,11.748120919965892,11.666691037425696 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,22.935801367330377,22.891716198731135,22.762665877722227 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,2.3432337853521314,2.337704288637104,2.3187157788024946 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,116.0286360102471,102.76848179845926,89.14805678548099 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,77.25306730184919,64.56532116288594,53.54802832202656 +Data,1331012.0,1331012.0,1331012.0,1331012.0,1100458.0,1090240.0,1078427.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JMS_down.csv new file mode 100644 index 00000000..b6d7ecfa --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JMS_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.3689082675908363,0.36827657175589595,0.3664211447383801 +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7966181927909652,0.7929251357407407,0.27643952958598983,0.27605730832218206,0.27459549192660815 +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.8351909835840614,0.8317756967171981,0.37385989120403884,0.3732592354127676,0.3710795125232735 +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4226156102926775,1.4129101659183219,0.4851970922348211,0.4840675130312162,0.4817875222918099 +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.021438896099242835,0.021315873451069035,0.007693806502845373,0.0076717367906851235,0.00762620436006421 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.992704362069707,10.974097162767547,2.9996084084430152,2.9922832356719047,2.976914792755884 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.47731328698665,18.44388166206678,5.094048669628073,5.081104986850652,5.055756698854278 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.021387774292197015,0.02128691499756289,0.010393282892467392,0.010339319684656947,0.01027573169222096 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.931050331915193,9.916982995696745,2.704553977997201,2.6986511629100236,2.6849676930606847 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05592359011921978,0.05559233902875846,0.017972405932963762,0.017915607151980123,0.01782473333446288 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,968194.6958131382,966575.8329570786,963477.1843784222 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,59756.04620421225,53581.011783496266,47369.53176682067 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,5277.663381085969,4827.68892161338,4353.263702426815 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,10267.98041055657,10240.771375918208,10214.924023501666 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,8391.373012782422,8370.619662623449,8331.43470986793 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,427.8095451515573,408.6227711479913,391.3912666097881 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,45.30216339603112,45.142460352433716,44.74304469717901 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,12.910667691672323,12.88796377991545,12.781781795885522 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,11.799771340315372,11.748120919965892,11.666691037425696 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,22.935801367330377,22.891716198731135,22.762665877722227 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,2.3432337853521314,2.337704288637104,2.3187157788024946 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,116.0286360102471,102.76848179845926,89.14805678548099 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,77.25306730184919,64.56532116288594,53.54802832202656 +Data,1331012.0,1331012.0,1331012.0,1331012.0,1100458.0,1090240.0,1078427.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JMS_up.csv new file mode 100644 index 00000000..b6d7ecfa --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/fail_cutflow_JMS_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.3689082675908363,0.36827657175589595,0.3664211447383801 +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7966181927909652,0.7929251357407407,0.27643952958598983,0.27605730832218206,0.27459549192660815 +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.8351909835840614,0.8317756967171981,0.37385989120403884,0.3732592354127676,0.3710795125232735 +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4226156102926775,1.4129101659183219,0.4851970922348211,0.4840675130312162,0.4817875222918099 +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.021438896099242835,0.021315873451069035,0.007693806502845373,0.0076717367906851235,0.00762620436006421 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.992704362069707,10.974097162767547,2.9996084084430152,2.9922832356719047,2.976914792755884 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.47731328698665,18.44388166206678,5.094048669628073,5.081104986850652,5.055756698854278 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.021387774292197015,0.02128691499756289,0.010393282892467392,0.010339319684656947,0.01027573169222096 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.931050331915193,9.916982995696745,2.704553977997201,2.6986511629100236,2.6849676930606847 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05592359011921978,0.05559233902875846,0.017972405932963762,0.017915607151980123,0.01782473333446288 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,968194.6958131382,966575.8329570786,963477.1843784222 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,59756.04620421225,53581.011783496266,47369.53176682067 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,5277.663381085969,4827.68892161338,4353.263702426815 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,10267.98041055657,10240.771375918208,10214.924023501666 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,8391.373012782422,8370.619662623449,8331.43470986793 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,427.8095451515573,408.6227711479913,391.3912666097881 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,45.30216339603112,45.142460352433716,44.74304469717901 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,12.910667691672323,12.88796377991545,12.781781795885522 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,11.799771340315372,11.748120919965892,11.666691037425696 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,22.935801367330377,22.891716198731135,22.762665877722227 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,2.3432337853521314,2.337704288637104,2.3187157788024946 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,116.0286360102471,102.76848179845926,89.14805678548099 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,77.25306730184919,64.56532116288594,53.54802832202656 +Data,1331012.0,1331012.0,1331012.0,1331012.0,1100458.0,1090240.0,1078427.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow.csv new file mode 100644 index 00000000..47889a51 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.065023783348743,0.04420484164232251,0.03968451145959045,0.03962276793126778,0.03947919262585919 +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7966181927909652,0.7929251357407407,0.04603097935951258,0.032122118971976685,0.027887718669012733,0.02785065154062463,0.027775719559871334 +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.8351909835840614,0.8317756967171981,0.03374620865049467,0.02248712186687498,0.019929560935376525,0.019929560935376525,0.019891991670303887 +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4226156102926775,1.4129101659183219,0.07373699857397298,0.04957834784278339,0.04346689001192651,0.04330461305709993,0.04326182200528342 +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.021438896099242835,0.021315873451069035,0.001103479238743643,0.0007765714989953405,0.000475322095835979,0.00047333612272330004,0.0004661965423633182 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.992704362069707,10.974097162767547,0.8805137489864437,0.6634068655981289,0.2792053279072255,0.27869967779084964,0.2774701153255238 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.47731328698665,18.44388166206678,1.4587105245110958,1.0899849324881805,0.46988791706417943,0.46882183101611286,0.46668934955613905 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.021387774292197015,0.02128691499756289,0.0005664476402359798,0.00037257339342022886,0.0002227621547932285,0.00022047632848491873,0.00022047632848491873 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.931050331915193,9.916982995696745,0.8123733047641494,0.6100423794828425,0.250656864865816,0.25010944606519203,0.24927129858068928 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05592359011921978,0.05559233902875846,0.003211506753701493,0.002363259820648345,0.0013770184096145144,0.0013770184096145144,0.001361745005548004 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,15.889260257171221,0.0,0.0,0.0,0.0 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,12.972046686381429,2.717027505342492,2.622434790831312,2.3332045967627084,2.04773782659777 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,0.7719237185863825,0.0,0.0,0.0,0.0 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,2.4484768424454217,0.0,0.0,0.0,0.0 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,1.5078077635871359,0.775468207320707,0.775468207320707,0.775468207320707,0.775468207320707 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0,0.0 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0,0.0 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0,0.0 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.002068149949222107,0.002068149949222107,0.002068149949222107,0.002068149949222107,0.002068149949222107 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.0323587771487211,0.012894373744750592,0.012894373744750592,0.011663187857263104,0.009041270585822214 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.6516991796586064,0.18333281663310033,0.1698198792697393,0.1564672350607391,0.15145566992776316 +Data,1331012.0,1331012.0,1331012.0,1331012.0,130.0,24.0,22.0,22.0,22.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JER_down.csv new file mode 100644 index 00000000..5a1fb9b1 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JER_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScore_JER_down >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.9965 +HHbbVV,1.108127280079604,1.108127280079604,1.1007654125568072,1.0943466848718584,0.06505418994878384,0.0442025879854292,0.03965273490213293,0.039590991373810266,0.03944741606840167,,, +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7966839978476782,0.7929702737652506,0.04586393180925528,0.03200504801390143,0.02774095970685162,0.027712641342182216,0.027637709361428918,,, +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.834916579637446,0.8313931208750229,0.033929062730708504,0.022652096339445114,0.020094535407946656,0.020094535407946656,0.020056966142874017,,, +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.422734538030712,1.413057483248668,0.07377869983669634,0.04965085685586592,0.043539399025009036,0.043377122070182454,0.04333433101836594,,, +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.021438601541618647,0.02130944961532647,0.0011026408327601427,0.0007712622605793714,0.0004706811255048409,0.00046869515239216197,0.0004615555720321801,,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.993916278669817,10.975351227637582,0.8792737596896685,0.6621504392499957,0.27933799346618826,0.27883234334981233,0.2776027808844865,,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.47778093467595,18.44445480245551,1.4579701769674187,1.0894196592463148,0.4703987360412336,0.46933264999316704,0.467324650223909,,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.02138682863811925,0.021273317169623898,0.0005638951551655005,0.0003700209083497495,0.00022240825446775717,0.00022012242815944738,0.00022012242815944738,,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.93227980894857,9.91773923265224,0.8133708271140048,0.6108795560716321,0.2512995001556758,0.2507309112834595,0.24989276379895675,,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05595921964896841,0.05560877654128435,0.0032191179744339026,0.002353909482905682,0.0013676680718718514,0.0013676680718718514,0.0013523946678053408,,, +QCD,900603.372757249,1219440.0804636534,1208182.4786762223,1200009.3644063028,15.889260257171221,0.0,0.0,0.0,0.0,,, +TT,76537.02908224265,76537.02908224265,76005.7888408999,75436.82978583084,13.058097267435729,2.844559897641289,2.74996718313011,2.4607369890615054,2.175270218896568,,, +ST,6617.229257123121,6617.229257123121,6566.328361234981,6530.907835704748,0.7719237185863825,0.0,0.0,0.0,0.0,,, +W+Jets,12421.273275458932,12421.273275458932,12339.320639263746,12260.495964100859,2.4344289690840437,0.0,0.0,0.0,0.0,,, +Z+Jets,14717.02364266734,14717.02364266734,14597.661223947085,14510.332852864116,1.3586877967717272,0.775468207320707,0.775468207320707,0.775468207320707,0.775468207320707,,, +Diboson,703.6912877316817,703.6912877316817,698.579291598942,694.5916383161529,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,138.81856362723408,138.81856362723408,138.15554634923888,137.17501694965563,0.0,0.0,0.0,0.0,0.0,,, +VBFHbb,40.60062332311162,40.60062332311162,40.49535934358885,40.33863807551278,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,38.56092725636813,38.56092725636813,38.30942955891692,38.14570716432015,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316,,, +WHbb,66.232275837835,66.232275837835,65.79959420574862,65.60151072204596,0.002068149949222107,0.002068149949222107,0.002068149949222107,0.002068149949222107,0.002068149949222107,,, +ggZHbb,5.921431593700421,5.921431593700421,5.889087636165095,5.8513654951795635,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,,, +ttHbb,187.9810602386041,187.9810602386041,186.82068755865188,185.52754103860983,0.0323587771487211,0.012894373744750592,0.012894373744750592,0.011663187857263104,0.009041270585822214,,, +HWW,97.55810924622651,97.55810924622651,96.95233954850245,96.16828112430852,0.6459969324174276,0.183985050935899,0.170472113572538,0.1571194693635378,0.15210790423056186,,, +Data,1331012.0,1331012.0,,,,24.0,22.0,22.0,22.0,1331012.0,1331012.0,130.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JER_up.csv new file mode 100644 index 00000000..9fede518 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JER_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScore_JER_up >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.9965 +HHbbVV,1.108127280079604,1.108127280079604,1.1000283455508442,1.093563222944563,0.06503066422351562,0.044191090732049604,0.03967076054931754,0.03962438716023668,0.03948081185482809,,, +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7964922393403449,0.7928382739676629,0.04590729587264901,0.032071104403161084,0.027846445439904235,0.027809378311516128,0.02772790227993471,,, +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.835058321937548,0.8316139992092635,0.033910517104373636,0.022607675424705015,0.02005011449320656,0.02005011449320656,0.02001254522813392,,, +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4228120731930771,1.4130533265554628,0.07378805672188934,0.04947928688671231,0.04340681987861983,0.04324454292379325,0.043201751871976744,,, +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.021440944541920692,0.021327016264919646,0.0010993074585253196,0.0007705984191399228,0.0004717067302645034,0.00046972075715182444,0.00046258117679184255,,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.991439674710634,10.972925334791851,0.8803637441771969,0.6628810462466881,0.27878385455386473,0.27827820443748874,0.27704864197216295,,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.47629524681861,18.443564870299006,1.4605575813076555,1.0919259029584676,0.47059905212587616,0.46953296607780953,0.4674004846178358,,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.02138645978059985,0.021286140659751034,0.0005595796610277257,0.00036446492975443837,0.00021854693356512732,0.00021626110725681753,0.00021626110725681753,,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.930464059707752,9.916398819305595,0.8122850475319054,0.609546762825828,0.25039379060871353,0.24981158106383589,0.24897343357933316,,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05588556143177802,0.05553878736217713,0.0032386589446132476,0.002366988131984232,0.0013653131021420279,0.0013653131021420279,0.001350039698075517,,, +QCD,900603.372757249,1219440.0804636534,1208523.5722318934,1200033.7819080197,15.889260257171221,0.0,0.0,0.0,0.0,,, +TT,76537.02908224265,76537.02908224265,76057.90175062326,75546.39913344698,12.700458960231753,2.78208642696719,2.6874937124560114,2.3982635183874064,2.112796748222469,,, +ST,6617.229257123121,6617.229257123121,6569.594060609604,6535.389534232395,0.7719237185863825,0.0,0.0,0.0,0.0,,, +W+Jets,12421.273275458932,12421.273275458932,12341.825146611021,12264.924202464117,2.5677533736250377,0.0,0.0,0.0,0.0,,, +Z+Jets,14717.02364266734,14717.02364266734,14601.95480697945,14517.83317032325,1.5150027115589069,0.775468207320707,0.775468207320707,0.775468207320707,0.775468207320707,,, +Diboson,703.6912877316817,703.6912877316817,699.274850691623,695.7930322677172,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,138.81856362723408,138.81856362723408,138.1359310079184,137.16716893739732,0.0,0.0,0.0,0.0,0.0,,, +VBFHbb,40.60062332311162,40.60062332311162,40.474722810632116,40.36086441370259,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,38.56092725636813,38.56092725636813,38.29663889299799,38.13726355471172,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316,,, +WHbb,66.232275837835,66.232275837835,65.79172252987414,65.57398960849181,0.002068149949222107,0.002068149949222107,0.002068149949222107,0.002068149949222107,0.002068149949222107,,, +ggZHbb,5.921431593700421,5.921431593700421,5.887904683527691,5.855217962847878,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,,, +ttHbb,187.9810602386041,187.9810602386041,186.88290996039103,185.72296875559454,0.0323587771487211,0.012894373744750592,0.012894373744750592,0.011663187857263104,0.009041270585822214,,, +HWW,97.55810924622651,97.55810924622651,97.04385400611787,96.33153606063196,0.6526356873810719,0.18197392601820103,0.16846098865484002,0.15510834444583982,0.15009677931286391,,, +Data,1331012.0,1331012.0,,,,24.0,22.0,22.0,22.0,1331012.0,1331012.0,130.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JES_down.csv new file mode 100644 index 00000000..e70ec7a9 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JES_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScore_JES_down >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.9965 +HHbbVV,1.108127280079604,1.108127280079604,1.0917069850409113,1.0781356268307336,0.06455951151270091,0.043793829479412155,0.0392385897907116,0.03919221640163074,0.03904864109622215,,, +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7910546533336967,0.7830650557850098,0.04533812007106572,0.03175598432985352,0.0275597928304717,0.027522725702083597,0.02743708079555192,,, +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.8295842026069971,0.8209061063174796,0.03373948455399123,0.0225288354797953,0.019971274548296846,0.019971274548296846,0.019933705283224207,,, +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4101042999942586,1.390663224347363,0.07269706360527847,0.04909799145267086,0.043088682220921215,0.04292640526609463,0.042883614214278123,,, +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.02130646456807585,0.021064324561273218,0.001080525925566362,0.0007686730163565948,0.00046749974251265706,0.0004655137693999781,0.0004583741890399962,,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.96606943523112,10.92642042184287,0.8788065636388113,0.6620014534858056,0.27873097321481743,0.2782253230984415,0.2770535718958913,,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.42754518001746,18.356068000148724,1.4605916260968508,1.090853564261044,0.4670472659935126,0.46603304101901016,0.4641481343641784,,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.02124839594879495,0.021033610058694998,0.0005540435695747326,0.0003568333156839476,0.0002084156958442624,0.00020612986953595262,0.00020612986953595262,,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.910018440163697,9.879815192310277,0.8117455719177094,0.6097387295307117,0.2504227627972555,0.2498622576674118,0.24903401998683455,,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.055519657883855295,0.05485418505523361,0.003210828385912853,0.002354186262135806,0.0013607390206741377,0.0013607390206741377,0.001345465616607627,,, +QCD,900603.372757249,1219440.0804636534,1195253.18073095,1177719.865509848,4.7747549543241306,0.0,0.0,0.0,0.0,,, +TT,76537.02908224265,76537.02908224265,75455.8672753345,74346.61812260182,12.67895975270787,2.60472989442542,2.5101371799142407,2.2556188644782016,1.9701520943132633,,, +ST,6617.229257123121,6617.229257123121,6513.894336293484,6437.416751030387,0.5715046236962493,0.0,0.0,0.0,0.0,,, +W+Jets,12421.273275458932,12421.273275458932,12242.321861551814,12084.680852048914,2.5449489874233873,0.0,0.0,0.0,0.0,,, +Z+Jets,14717.02364266734,14717.02364266734,14468.821057932211,14291.993481946272,1.134022204854729,0.6844427968765372,0.6844427968765372,0.6844427968765372,0.6844427968765372,,, +Diboson,703.6912877316817,703.6912877316817,693.0662177097603,685.7998823459604,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,138.81856362723408,138.81856362723408,137.1939721773011,135.31119077640614,0.0,0.0,0.0,0.0,0.0,,, +VBFHbb,40.60062332311162,40.60062332311162,40.24272494114581,39.87078912776376,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,38.56092725636813,38.56092725636813,38.05426925581597,37.73628835069991,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316,,, +WHbb,66.232275837835,66.232275837835,65.32166411216625,64.87958091280734,0.002068149949222107,0.002068149949222107,0.002068149949222107,0.002068149949222107,0.002068149949222107,,, +ggZHbb,5.921431593700421,5.921431593700421,5.849255584936747,5.77720182418215,0.00047704591933229177,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,,, +ttHbb,187.9810602386041,187.9810602386041,185.57110999047728,183.10434371442994,0.029676001613133975,0.012894373744750592,0.012894373744750592,0.011663187857263104,0.009041270585822214,,, +HWW,97.55810924622651,97.55810924622651,96.30840345343226,94.86719745065234,0.6473834281784788,0.1854460186670357,0.17193308130367468,0.15858043709467448,0.15356887196169855,,, +Data,1331012.0,1331012.0,,,,24.0,22.0,22.0,22.0,1331012.0,1331012.0,130.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JES_up.csv new file mode 100644 index 00000000..603f9c6f --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JES_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScore_JES_up >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.9965 +HHbbVV,1.108127280079604,1.108127280079604,1.1081035713714382,1.1080653903338389,0.06553770298711009,0.04465010315499006,0.04016051632616674,0.04008439182922531,0.03994081652381671,,, +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.8015742076520919,0.8015566517004539,0.046257823673957504,0.03231683509157526,0.028091701933365472,0.028063383568696074,0.027988451587942772,,, +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.8397405576613581,0.8397405576613581,0.03390263450554461,0.0225247245926104,0.019967163661111943,0.019967163661111943,0.0199295943960393,,, +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4337099666557058,1.4336942879626964,0.07448940579247781,0.05002905803101354,0.04383111964877527,0.04366884269394868,0.04362605164213217,,, +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.02157241124523907,0.02157241124523907,0.0011210360745704845,0.0007919075104209871,0.00047823961668980294,0.00047625364357712404,0.00046911406321714215,,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,11.015391288747336,11.01533838984919,0.8826970855197881,0.6643720414488697,0.27983653426311006,0.2793308841467341,0.27807313030927694,,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.522941581949745,18.522941581949745,1.462956027390872,1.092160940454249,0.47279017464287937,0.4720190522076487,0.47010517169049637,,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.021501518954477026,0.021501518954477026,0.0005651664689265018,0.0003693800134249977,0.00022052300668210824,0.00021823718037379845,0.00021823718037379845,,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.950412548332135,9.95038847828237,0.8154660359261504,0.61210985541705,0.2525708592417578,0.25197817046413296,0.2511042740799473,,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05626247636667933,0.05626247636667933,0.003267017439172266,0.0023785318234130276,0.0013675390554737372,0.0013675390554737372,0.0013522656514072268,,, +QCD,900603.372757249,1219440.0804636534,1219439.4799126645,1219422.47933788,15.889260257171221,0.0,0.0,0.0,0.0,,, +TT,76537.02908224265,76537.02908224265,76534.95448087924,76533.07862026204,13.087715610287399,2.8039100166719395,2.70931730216076,2.373084623939308,2.0876178537743706,,, +ST,6617.229257123121,6617.229257123121,6616.778108324861,6616.821960574154,0.7719237185863825,0.0,0.0,0.0,0.0,,, +W+Jets,12421.273275458932,12421.273275458932,12421.078715069132,12420.818420918185,2.643223959518014,0.08571279255314891,0.08571279255314891,0.08571279255314891,0.08571279255314891,,, +Z+Jets,14717.02364266734,14717.02364266734,14716.544046931334,14716.383412145502,1.5150027115589069,0.775468207320707,0.775468207320707,0.775468207320707,0.775468207320707,,, +Diboson,703.6912877316817,703.6912877316817,703.6912877316817,703.6912877316817,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,138.81856362723408,138.81856362723408,138.81058175779788,138.81058175779788,0.0,0.0,0.0,0.0,0.0,,, +VBFHbb,40.60062332311162,40.60062332311162,40.591331153836336,40.591331153836336,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,38.56092725636813,38.56092725636813,38.55979972772222,38.55979972772222,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316,,, +WHbb,66.232275837835,66.232275837835,66.23173382727803,66.2285336555317,0.002068149949222107,0.002068149949222107,0.002068149949222107,0.002068149949222107,0.002068149949222107,,, +ggZHbb,5.921431593700421,5.921431593700421,5.921287148529628,5.921287148529628,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,,, +ttHbb,187.9810602386041,187.9810602386041,187.97421160742965,187.97065844812124,0.03491058909331075,0.014176672726283023,0.014176672726283023,0.012945486838795536,0.010323569567354645,,, +HWW,97.55810924622651,97.55810924622651,97.55627725126962,97.5572062066977,0.6634836689831466,0.1878311206301621,0.1743181832668011,0.16096553905780087,0.15595397392482496,,, +Data,1331012.0,1331012.0,,,,24.0,22.0,22.0,22.0,1331012.0,1331012.0,130.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JMR_down.csv new file mode 100644 index 00000000..c47f4334 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JMR_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_down >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.9965 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.0665682812760038,0.04530812573766607,0.04074183650787306,0.04066417654155391,0.04050144377010797, +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7966181927909652,0.7929251357407407,0.04705404405115904,0.03288269318226278,0.02866522016722254,0.028628153038834432,0.02854623535072876, +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.8351909835840614,0.8317756967171981,0.034465038619454214,0.023063427059646098,0.02045859448963187,0.02045859448963187,0.02042102522455923, +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4226156102926775,1.4129101659183219,0.07654755415174141,0.05120063884179689,0.044908584835193006,0.04474630788036642,0.044661666759849686, +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.021438896099242835,0.021315873451069035,0.0011372886446779104,0.0008035676328139749,0.0004981815770872417,0.0004961956039745627,0.0004890560236145809, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.992704362069707,10.974097162767547,0.9080625788555013,0.6841442794705431,0.29008904621880927,0.28963007084375136,0.28825124735120145, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.47731328698665,18.44388166206678,1.5060126613360136,1.1263324715066994,0.4897988483666623,0.48860272994567977,0.48632534881208483, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.021387774292197015,0.02128691499756289,0.0005767879258252239,0.00038185454283489546,0.00023166374553809633,0.00023166374553809633,0.00023166374553809633, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.931050331915193,9.916982995696745,0.8370005248671806,0.6289694210298322,0.26155573193236664,0.2610076504468519,0.2601452957591711, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05592359011921978,0.05559233902875846,0.003303519767301152,0.002441778640481055,0.0014552326540760896,0.0014552326540760896,0.0014399592500095788, +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,27.86056632702219,5.662577361852991,5.662577361852991,5.662577361852991,5.662577361852991, +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,12.962900797118206,2.4935158054549382,2.3989230909437587,2.1444047755077196,1.9610780789351, +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,0.5715046236962493,0.0,0.0,0.0,0.0, +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,2.6795625728445596,0.0,0.0,0.0,0.0, +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,1.3494349681913227,0.6806605709563059,0.6806605709563059,0.6806605709563059,0.6806605709563059, +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0,0.0, +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0,0.0, +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0,0.0, +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.007733531291934684,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316, +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.002068149949222107,0.002068149949222107,0.002068149949222107,0.002068149949222107,0.002068149949222107, +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128, +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.02810477524494351,0.01145266478787843,0.01145266478787843,0.01145266478787843,0.010128715851368944, +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.6580716001481872,0.18758501060965527,0.171746368813812,0.1583937246048118,0.1533821594718359, +Data,1331012.0,1331012.0,1331012.0,1331012.0,,24.0,22.0,22.0,22.0,130.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JMR_up.csv new file mode 100644 index 00000000..0764964c --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JMR_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_up >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.9965 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.05841485592308829,0.03963214772693457,0.03538575348430867,0.035339380095227815,0.03525058765592234, +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7966181927909652,0.7929251357407407,0.04147327667413038,0.029033864860292306,0.024918534345176296,0.024903173569192763,0.024849506357123113, +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.8351909835840614,0.8317756967171981,0.03074135261680019,0.020504595767992316,0.01799177199133241,0.01799177199133241,0.01795420272625977, +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4226156102926775,1.4129101659183219,0.06717782843684711,0.04510058739945812,0.039283975691446926,0.03916275710000411,0.03915036304670448, +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.021438896099242835,0.021315873451069035,0.0009537719516921042,0.0006747075146139358,0.00039913442114226125,0.0003971484480295823,0.0003900088676696004, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.992704362069707,10.974097162767547,0.7846630035568212,0.5907471415291417,0.248610698772801,0.24812313147911866,0.24691271674867085, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.47731328698665,18.44388166206678,1.305877611597722,0.9780591630697897,0.42059759014515374,0.4195529463524261,0.4176750599685307, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.021387774292197015,0.02128691499756289,0.0004770786721238152,0.00031080917417059255,0.0001858259470415804,0.0001835401207332706,0.0001835401207332706, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.931050331915193,9.916982995696745,0.7240566916264051,0.5435093412741465,0.2217607244317041,0.22124688373325901,0.22043875737370547, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05592359011921978,0.05559233902875846,0.002818321956068748,0.0020512178404479154,0.001175143775313124,0.001175143775313124,0.0011598703712466137, +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,27.50951658928744,15.986543583216285,15.986543583216285,15.986543583216285,15.986543583216285, +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,13.266808139362798,2.416697761157687,2.3221050466465076,2.1545262785679533,1.9678043166144263, +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,1.2506371401014564,0.0,0.0,0.0,0.0, +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,2.4253786497713756,0.0,0.0,0.0,0.0, +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,1.175119196005011,0.6773216773291115,0.6773216773291115,0.6773216773291115,0.6773216773291115, +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0,0.0, +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0,0.0, +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0,0.0, +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.004092987927437994,0.004092987927437994,0.004092987927437994,0.004092987927437994,0.004092987927437994, +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.002068149949222107,0.002068149949222107,0.002068149949222107,0.002068149949222107,0.002068149949222107, +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.0002400427404862805,0.0,0.0,0.0,0.0, +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.0334482394437252,0.016683335334208793,0.016683335334208793,0.01545214944672131,0.01150480287179376, +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.5916110111042263,0.1673641573162301,0.15446493442501852,0.1434560701288069,0.13740025044921672, +Data,1331012.0,1331012.0,1331012.0,1331012.0,,24.0,22.0,22.0,22.0,130.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JMS_down.csv new file mode 100644 index 00000000..97f7d736 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JMS_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_down >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.9965 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.0650627330083341,0.044312327913011,0.03977460474111651,0.03971286121279384,0.039569285907385246, +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7966181927909652,0.7929251357407407,0.04592816926710142,0.032066152947216556,0.02783960613159421,0.027802539003206103,0.0277276070224528, +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.8351909835840614,0.8317756967171981,0.03386494530514895,0.02251428654847036,0.019956725616971906,0.019956725616971906,0.019919156351899267, +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4226156102926775,1.4129101659183219,0.07393529361225004,0.049725097149196554,0.04365418035364684,0.04349190339882025,0.04344911234700374, +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.021438896099242835,0.021315873451069035,0.0010973709515045664,0.0007704632117562641,0.00046921380859690277,0.0004672278354842238,0.0004600882551242419, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.992704362069707,10.974097162767547,0.879890137033513,0.6628978171476774,0.27892493093268167,0.2784659555576239,0.27723639309229803, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.47731328698665,18.44388166206678,1.459929702656912,1.0911656461155788,0.4703915918345861,0.46932550578651955,0.46719302432654575, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.021387774292197015,0.02128691499756289,0.0005594255751925261,0.0003691724679253539,0.00022155137230918598,0.00021926554600087625,0.00021926554600087625, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.931050331915193,9.916982995696745,0.8119518717432717,0.610012396577532,0.25064266118540124,0.2500952423847772,0.24925709490027445, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05592359011921978,0.05559233902875846,0.0032047178012548265,0.0023538134781660113,0.001362836061098774,0.001362836061098774,0.001347562657032263, +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,15.889260257171221,0.0,0.0,0.0,0.0, +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,13.288460135730435,2.7652527181544757,2.6706600036432966,2.381429809574692,2.095963039409754, +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,0.7719237185863825,0.0,0.0,0.0,0.0, +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,2.7162268713406514,0.0,0.0,0.0,0.0, +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,1.501297900177132,0.775468207320707,0.775468207320707,0.775468207320707,0.775468207320707, +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0,0.0, +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0,0.0, +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0,0.0, +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316, +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.002068149949222107,0.002068149949222107,0.002068149949222107,0.002068149949222107,0.002068149949222107, +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128, +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.03110321809718288,0.012894373744750592,0.012894373744750592,0.011663187857263104,0.009041270585822214, +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.6493069777797347,0.18308544141641303,0.169572504053052,0.1562198598440518,0.15120829471107589, +Data,1331012.0,1331012.0,1331012.0,1331012.0,,24.0,22.0,22.0,22.0,130.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JMS_up.csv new file mode 100644 index 00000000..bcfb8539 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passggf_cutflow_JMS_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_up >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.9965 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.06504719141714815,0.04425734558703538,0.03970749250373913,0.03964574897541645,0.03950217367000786, +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7966181927909652,0.7929251357407407,0.0459237338330384,0.0320780835265734,0.027851941407039806,0.027814874278651702,0.0277399422978984, +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.8351909835840614,0.8317756967171981,0.0338852368679928,0.02252695778412793,0.019969396852629474,0.019969396852629474,0.019931827587556832, +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4226156102926775,1.4129101659183219,0.07376125723363683,0.049599392107651234,0.04348793427679436,0.04332565732196777,0.04328286627015126, +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.021438896099242835,0.021315873451069035,0.001114855384594086,0.0007797809253422894,0.0004728045597063819,0.00047081858659370294,0.00046367900623372105, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.992704362069707,10.974097162767547,0.8813984707516673,0.6635983182403522,0.27941117528253934,0.27890552516616335,0.27767596270083755, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.47731328698665,18.44388166206678,1.4609232728315424,1.0919530670215778,0.47157757590062827,0.47051148985256164,0.4683790083925879, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.021387774292197015,0.02128691499756289,0.0005644416049813281,0.00036558574952642647,0.00021797309564443407,0.0002156872693361243,0.0002156872693361243, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.931050331915193,9.916982995696745,0.8112220033841269,0.6093898028912161,0.2505721432543543,0.2500023573538056,0.2491740573637504, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05592359011921978,0.05559233902875846,0.003188718554785839,0.0023431451011236455,0.001365125268850738,0.001365125268850738,0.0013498518647842273, +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,15.889260257171221,0.0,0.0,0.0,0.0, +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,12.830396988751149,2.7137641088244036,2.6191713943132235,2.3534226678672865,2.067955897702348, +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,0.7719237185863825,0.0,0.0,0.0,0.0, +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,2.359230341213076,0.0,0.0,0.0,0.0, +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,1.4377327411457197,0.775468207320707,0.775468207320707,0.775468207320707,0.775468207320707, +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0,0.0, +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0,0.0, +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0,0.0, +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316, +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.002068149949222107,0.002068149949222107,0.002068149949222107,0.002068149949222107,0.002068149949222107, +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128, +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.0323587771487211,0.012894373744750592,0.012894373744750592,0.011663187857263104,0.009041270585822214, +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.6409985337128108,0.182567271172638,0.169054333809277,0.1557016896002768,0.1506901244673009, +Data,1331012.0,1331012.0,1331012.0,1331012.0,,24.0,22.0,22.0,22.0,130.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow.csv new file mode 100644 index 00000000..53e79977 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.011009117010780157,0.005530963961569239,0.005530963961569239,0.005530963961569239 +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7966181927909652,0.7929251357407407,0.010063768404993526,0.00546646980757836,0.00546646980757836,0.0054618181055827416 +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.8351909835840614,0.8317756967171981,0.0070220712350087195,0.0038024510060868546,0.0038024510060868546,0.0038024510060868546 +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4226156102926775,1.4129101659183219,0.014116356029334726,0.007972154557525058,0.007972154557525058,0.007972154557525058 +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.021438896099242835,0.021315873451069035,0.0013068826474273267,0.0006995882103045296,0.0006995882103045296,0.0006900224723746614 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.992704362069707,10.974097162767547,2.057637098933057,1.2400244607049622,1.2382735085884036,1.234850664844907 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.47731328698665,18.44388166206678,3.3364452695740408,1.990622352270021,1.9869609385374267,1.9811109394573438 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.021387774292197015,0.02128691499756289,0.0006592127259378712,0.0003747905165353795,0.0003747905165353795,0.0003747905165353795 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.931050331915193,9.916982995696745,1.9451421690527635,1.1668414305864636,1.1650556421349902,1.1620585777177135 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05592359011921978,0.05559233902875846,0.003858091574754344,0.0019824657905512695,0.0019824657905512695,0.001974255399921742 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,3.027786048276932,0.26235626208860474,0.17590585443471063,0.17590585443471063 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,0.262844709582459,0.0,0.0,0.0 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,0.8767605906549117,0.0,0.0,0.0 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,0.0641416456478138,0.0,0.0,0.0 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.0,0.0,0.0,0.0 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.0,0.0,0.0,0.0 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.0,0.0,0.0,0.0 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.006165574380285853,0.0,0.0,0.0 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393 +Data,1331012.0,1331012.0,1331012.0,1331012.0,33.0,3.0,3.0,3.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JER_down.csv new file mode 100644 index 00000000..81324c98 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JER_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.1007654125568072,1.0943466848718584,0.011021769367576756,0.005530963961569239,0.005530963961569239,0.005530963961569239,, +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7966839978476782,0.7929702737652506,0.010070657955800425,0.0054733593583852595,0.0054733593583852595,0.005468707656389641,, +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.834916579637446,0.8313931208750229,0.0070220712350087195,0.0038024510060868546,0.0038024510060868546,0.0038024510060868546,, +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.422734538030712,1.413057483248668,0.01414394506580074,0.007972154557525058,0.007972154557525058,0.007972154557525058,, +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.021438601541618647,0.02130944961532647,0.0013099305033610659,0.0007015537221486067,0.0007015537221486067,0.0006919879842187387,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.993916278669817,10.975351227637582,2.057792321686993,1.240123981035702,1.2383730289191437,1.2349501851756468,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.47778093467595,18.44445480245551,3.3366882433625142,1.9908742791329832,1.9872128654003889,1.9813628663203062,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.02138682863811925,0.021273317169623898,0.0006592127259378712,0.0003747905165353795,0.0003747905165353795,0.0003747905165353795,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.93227980894857,9.91773923265224,1.94531132554766,1.1669006452276844,1.1651148567762108,1.162117792358934,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05595921964896841,0.05560877654128435,0.003855581902931763,0.0019824657905512695,0.0019824657905512695,0.001974255399921742,, +QCD,900603.372757249,1219440.0804636534,1208182.4786762223,1200009.3644063028,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175,, +TT,76537.02908224265,76537.02908224265,76005.7888408999,75436.82978583084,3.027786048276932,0.26235626208860474,0.17590585443471063,0.17590585443471063,, +ST,6617.229257123121,6617.229257123121,6566.328361234981,6530.907835704748,0.262844709582459,0.0,0.0,0.0,, +W+Jets,12421.273275458932,12421.273275458932,12339.320639263746,12260.495964100859,0.8767605906549117,0.0,0.0,0.0,, +Z+Jets,14717.02364266734,14717.02364266734,14597.661223947085,14510.332852864116,0.0641416456478138,0.0,0.0,0.0,, +Diboson,703.6912877316817,703.6912877316817,698.579291598942,694.5916383161529,0.0,0.0,0.0,0.0,, +ggFHbb,138.81856362723408,138.81856362723408,138.15554634923888,137.17501694965563,0.0,0.0,0.0,0.0,, +VBFHbb,40.60062332311162,40.60062332311162,40.49535934358885,40.33863807551278,0.0,0.0,0.0,0.0,, +ZHbb,38.56092725636813,38.56092725636813,38.30942955891692,38.14570716432015,0.0,0.0,0.0,0.0,, +WHbb,66.232275837835,66.232275837835,65.79959420574862,65.60151072204596,0.0,0.0,0.0,0.0,, +ggZHbb,5.921431593700421,5.921431593700421,5.889087636165095,5.8513654951795635,0.0,0.0,0.0,0.0,, +ttHbb,187.9810602386041,187.9810602386041,186.82068755865188,185.52754103860983,0.006165574380285853,0.0,0.0,0.0,, +HWW,97.55810924622651,97.55810924622651,96.95233954850245,96.16828112430852,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393,, +Data,1331012.0,1331012.0,,,33.0,3.0,3.0,3.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JER_up.csv new file mode 100644 index 00000000..e309e1fe --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JER_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.1000283455508442,1.093563222944563,0.011009117010780157,0.005530963961569239,0.005530963961569239,0.005530963961569239,, +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7964922393403449,0.7928382739676629,0.010067084311750213,0.005469785714335047,0.005469785714335047,0.005465134012339429,, +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.835058321937548,0.8316139992092635,0.0070220712350087195,0.0038024510060868546,0.0038024510060868546,0.0038024510060868546,, +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4228120731930771,1.4130533265554628,0.01407736520657032,0.007933163734760653,0.007933163734760653,0.007933163734760653,, +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.021440944541920692,0.021327016264919646,0.0013093723064653627,0.0006995882103045296,0.0006995882103045296,0.0006900224723746614,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.991439674710634,10.972925334791851,2.0574947311216185,1.2400106368175727,1.2382596847010143,1.2348368409575177,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.47629524681861,18.443564870299006,3.3367510181213125,1.9907093246694483,1.9870479109368535,1.9811979118567709,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.02138645978059985,0.021286140659751034,0.0006575180682451898,0.0003730958588426982,0.0003730958588426982,0.0003730958588426982,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.930464059707752,9.916398819305595,1.9451076403478298,1.166798168706119,1.1650123802546455,1.1620153158373687,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05588556143177802,0.05553878736217713,0.003858091574754344,0.0019824657905512695,0.0019824657905512695,0.001974255399921742,, +QCD,900603.372757249,1219440.0804636534,1208523.5722318934,1200033.7819080197,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175,, +TT,76537.02908224265,76537.02908224265,76057.90175062326,75546.39913344698,2.999016999001345,0.26235626208860474,0.17590585443471063,0.17590585443471063,, +ST,6617.229257123121,6617.229257123121,6569.594060609604,6535.389534232395,0.262844709582459,0.0,0.0,0.0,, +W+Jets,12421.273275458932,12421.273275458932,12341.825146611021,12264.924202464117,0.8767605906549117,0.0,0.0,0.0,, +Z+Jets,14717.02364266734,14717.02364266734,14601.95480697945,14517.83317032325,0.0641416456478138,0.0,0.0,0.0,, +Diboson,703.6912877316817,703.6912877316817,699.274850691623,695.7930322677172,0.0,0.0,0.0,0.0,, +ggFHbb,138.81856362723408,138.81856362723408,138.1359310079184,137.16716893739732,0.0,0.0,0.0,0.0,, +VBFHbb,40.60062332311162,40.60062332311162,40.474722810632116,40.36086441370259,0.0,0.0,0.0,0.0,, +ZHbb,38.56092725636813,38.56092725636813,38.29663889299799,38.13726355471172,0.0,0.0,0.0,0.0,, +WHbb,66.232275837835,66.232275837835,65.79172252987414,65.57398960849181,0.0,0.0,0.0,0.0,, +ggZHbb,5.921431593700421,5.921431593700421,5.887904683527691,5.855217962847878,0.0,0.0,0.0,0.0,, +ttHbb,187.9810602386041,187.9810602386041,186.88290996039103,185.72296875559454,0.006165574380285853,0.0,0.0,0.0,, +HWW,97.55810924622651,97.55810924622651,97.04385400611787,96.33153606063196,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393,, +Data,1331012.0,1331012.0,,,33.0,3.0,3.0,3.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JES_down.csv new file mode 100644 index 00000000..54ebe3a9 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JES_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.0917069850409113,1.0781356268307336,0.011009117010780157,0.005530963961569239,0.005530963961569239,0.005530963961569239,, +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7910546533336967,0.7830650557850098,0.010063768404993526,0.00546646980757836,0.00546646980757836,0.0054618181055827416,, +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.8295842026069971,0.8209061063174796,0.0070220712350087195,0.0038024510060868546,0.0038024510060868546,0.0038024510060868546,, +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4101042999942586,1.390663224347363,0.014007774636023812,0.007897251538764893,0.007897251538764893,0.007897251538764893,, +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.02130646456807585,0.021064324561273218,0.0013018053030262361,0.0006977287976035978,0.0006977287976035978,0.0006881630596737296,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.96606943523112,10.92642042184287,2.056058039933967,1.2394650838141121,1.2377141316975537,1.2342912879540568,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.42754518001746,18.356068000148724,3.3346927655211913,1.9898903408103934,1.986228927077799,1.9803789279977164,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.02124839594879495,0.021033610058694998,0.0006575180682451898,0.0003730958588426982,0.0003730958588426982,0.0003730958588426982,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.910018440163697,9.879815192310277,1.9440118991314719,1.1663493413956214,1.1645635529441483,1.1615853560056408,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.055519657883855295,0.05485418505523361,0.003829056646988082,0.0019657643222714648,0.0019657643222714648,0.001957553931641937,, +QCD,900603.372757249,1219440.0804636534,1195253.18073095,1177719.865509848,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175,, +TT,76537.02908224265,76537.02908224265,75455.8672753345,74346.61812260182,2.999016999001345,0.26235626208860474,0.17590585443471063,0.17590585443471063,, +ST,6617.229257123121,6617.229257123121,6513.894336293484,6437.416751030387,0.262844709582459,0.0,0.0,0.0,, +W+Jets,12421.273275458932,12421.273275458932,12242.321861551814,12084.680852048914,0.8767605906549117,0.0,0.0,0.0,, +Z+Jets,14717.02364266734,14717.02364266734,14468.821057932211,14291.993481946272,0.0641416456478138,0.0,0.0,0.0,, +Diboson,703.6912877316817,703.6912877316817,693.0662177097603,685.7998823459604,0.0,0.0,0.0,0.0,, +ggFHbb,138.81856362723408,138.81856362723408,137.1939721773011,135.31119077640614,0.0,0.0,0.0,0.0,, +VBFHbb,40.60062332311162,40.60062332311162,40.24272494114581,39.87078912776376,0.0,0.0,0.0,0.0,, +ZHbb,38.56092725636813,38.56092725636813,38.05426925581597,37.73628835069991,0.0,0.0,0.0,0.0,, +WHbb,66.232275837835,66.232275837835,65.32166411216625,64.87958091280734,0.0,0.0,0.0,0.0,, +ggZHbb,5.921431593700421,5.921431593700421,5.849255584936747,5.77720182418215,0.0,0.0,0.0,0.0,, +ttHbb,187.9810602386041,187.9810602386041,185.57110999047728,183.10434371442994,0.006165574380285853,0.0,0.0,0.0,, +HWW,97.55810924622651,97.55810924622651,96.30840345343226,94.86719745065234,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393,, +Data,1331012.0,1331012.0,,,33.0,3.0,3.0,3.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JES_up.csv new file mode 100644 index 00000000..35b5baf8 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JES_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.1081035713714382,1.1080653903338389,0.011021769367576756,0.005530963961569239,0.005530963961569239,0.005530963961569239,, +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.8015742076520919,0.8015566517004539,0.010073973862557112,0.005476675265141947,0.005476675265141947,0.0054720235631463285,, +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.8397405576613581,0.8397405576613581,0.0070220712350087195,0.0038024510060868546,0.0038024510060868546,0.0038024510060868546,, +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4337099666557058,1.4336942879626964,0.014133356104556205,0.00800004492118401,0.00800004492118401,0.00800004492118401,, +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.02157241124523907,0.02157241124523907,0.0013124201623991019,0.0007015537221486067,0.0007015537221486067,0.0006919879842187387,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,11.015391288747336,11.01533838984919,2.0592893723214463,1.240918624190932,1.239129795853514,1.2357069521100172,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.522941581949745,18.522941581949745,3.3394325669833758,1.9923761894083691,1.9887147756757746,1.982864776595692,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.021501518954477026,0.021501518954477026,0.0006592127259378712,0.0003747905165353795,0.0003747905165353795,0.0003747905165353795,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.950412548332135,9.95038847828237,1.946293083676719,1.167436271541144,1.1656504830896706,1.1626534186723936,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05626247636667933,0.05626247636667933,0.003874969907713427,0.0019887798691606015,0.0019887798691606015,0.001980569478531074,, +QCD,900603.372757249,1219440.0804636534,1219439.4799126645,1219422.47933788,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175,, +TT,76537.02908224265,76537.02908224265,76534.95448087924,76533.07862026204,3.027786048276932,0.26235626208860474,0.17590585443471063,0.17590585443471063,, +ST,6617.229257123121,6617.229257123121,6616.778108324861,6616.821960574154,0.262844709582459,0.0,0.0,0.0,, +W+Jets,12421.273275458932,12421.273275458932,12421.078715069132,12420.818420918185,0.8767605906549117,0.0,0.0,0.0,, +Z+Jets,14717.02364266734,14717.02364266734,14716.544046931334,14716.383412145502,0.0641416456478138,0.0,0.0,0.0,, +Diboson,703.6912877316817,703.6912877316817,703.6912877316817,703.6912877316817,0.0,0.0,0.0,0.0,, +ggFHbb,138.81856362723408,138.81856362723408,138.81058175779788,138.81058175779788,0.0,0.0,0.0,0.0,, +VBFHbb,40.60062332311162,40.60062332311162,40.591331153836336,40.591331153836336,0.0,0.0,0.0,0.0,, +ZHbb,38.56092725636813,38.56092725636813,38.55979972772222,38.55979972772222,0.0,0.0,0.0,0.0,, +WHbb,66.232275837835,66.232275837835,66.23173382727803,66.2285336555317,0.0,0.0,0.0,0.0,, +ggZHbb,5.921431593700421,5.921431593700421,5.921287148529628,5.921287148529628,0.0,0.0,0.0,0.0,, +ttHbb,187.9810602386041,187.9810602386041,187.97421160742965,187.97065844812124,0.006165574380285853,0.0,0.0,0.0,, +HWW,97.55810924622651,97.55810924622651,97.55627725126962,97.5572062066977,0.12619585600602218,0.022886908957980946,0.02164348178097288,0.01978289958424393,, +Data,1331012.0,1331012.0,,,33.0,3.0,3.0,3.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JMR_down.csv new file mode 100644 index 00000000..53e79977 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JMR_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.011009117010780157,0.005530963961569239,0.005530963961569239,0.005530963961569239 +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7966181927909652,0.7929251357407407,0.010063768404993526,0.00546646980757836,0.00546646980757836,0.0054618181055827416 +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.8351909835840614,0.8317756967171981,0.0070220712350087195,0.0038024510060868546,0.0038024510060868546,0.0038024510060868546 +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4226156102926775,1.4129101659183219,0.014116356029334726,0.007972154557525058,0.007972154557525058,0.007972154557525058 +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.021438896099242835,0.021315873451069035,0.0013068826474273267,0.0006995882103045296,0.0006995882103045296,0.0006900224723746614 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.992704362069707,10.974097162767547,2.057637098933057,1.2400244607049622,1.2382735085884036,1.234850664844907 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.47731328698665,18.44388166206678,3.3364452695740408,1.990622352270021,1.9869609385374267,1.9811109394573438 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.021387774292197015,0.02128691499756289,0.0006592127259378712,0.0003747905165353795,0.0003747905165353795,0.0003747905165353795 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.931050331915193,9.916982995696745,1.9451421690527635,1.1668414305864636,1.1650556421349902,1.1620585777177135 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05592359011921978,0.05559233902875846,0.003858091574754344,0.0019824657905512695,0.0019824657905512695,0.001974255399921742 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,3.027786048276932,0.26235626208860474,0.17590585443471063,0.17590585443471063 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,0.262844709582459,0.0,0.0,0.0 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,0.8767605906549117,0.0,0.0,0.0 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,0.0641416456478138,0.0,0.0,0.0 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.0,0.0,0.0,0.0 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.0,0.0,0.0,0.0 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.0,0.0,0.0,0.0 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.006165574380285853,0.0,0.0,0.0 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393 +Data,1331012.0,1331012.0,1331012.0,1331012.0,33.0,3.0,3.0,3.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JMR_up.csv new file mode 100644 index 00000000..53e79977 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JMR_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.011009117010780157,0.005530963961569239,0.005530963961569239,0.005530963961569239 +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7966181927909652,0.7929251357407407,0.010063768404993526,0.00546646980757836,0.00546646980757836,0.0054618181055827416 +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.8351909835840614,0.8317756967171981,0.0070220712350087195,0.0038024510060868546,0.0038024510060868546,0.0038024510060868546 +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4226156102926775,1.4129101659183219,0.014116356029334726,0.007972154557525058,0.007972154557525058,0.007972154557525058 +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.021438896099242835,0.021315873451069035,0.0013068826474273267,0.0006995882103045296,0.0006995882103045296,0.0006900224723746614 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.992704362069707,10.974097162767547,2.057637098933057,1.2400244607049622,1.2382735085884036,1.234850664844907 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.47731328698665,18.44388166206678,3.3364452695740408,1.990622352270021,1.9869609385374267,1.9811109394573438 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.021387774292197015,0.02128691499756289,0.0006592127259378712,0.0003747905165353795,0.0003747905165353795,0.0003747905165353795 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.931050331915193,9.916982995696745,1.9451421690527635,1.1668414305864636,1.1650556421349902,1.1620585777177135 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05592359011921978,0.05559233902875846,0.003858091574754344,0.0019824657905512695,0.0019824657905512695,0.001974255399921742 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,3.027786048276932,0.26235626208860474,0.17590585443471063,0.17590585443471063 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,0.262844709582459,0.0,0.0,0.0 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,0.8767605906549117,0.0,0.0,0.0 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,0.0641416456478138,0.0,0.0,0.0 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.0,0.0,0.0,0.0 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.0,0.0,0.0,0.0 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.0,0.0,0.0,0.0 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.006165574380285853,0.0,0.0,0.0 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393 +Data,1331012.0,1331012.0,1331012.0,1331012.0,33.0,3.0,3.0,3.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JMS_down.csv new file mode 100644 index 00000000..53e79977 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JMS_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.011009117010780157,0.005530963961569239,0.005530963961569239,0.005530963961569239 +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7966181927909652,0.7929251357407407,0.010063768404993526,0.00546646980757836,0.00546646980757836,0.0054618181055827416 +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.8351909835840614,0.8317756967171981,0.0070220712350087195,0.0038024510060868546,0.0038024510060868546,0.0038024510060868546 +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4226156102926775,1.4129101659183219,0.014116356029334726,0.007972154557525058,0.007972154557525058,0.007972154557525058 +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.021438896099242835,0.021315873451069035,0.0013068826474273267,0.0006995882103045296,0.0006995882103045296,0.0006900224723746614 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.992704362069707,10.974097162767547,2.057637098933057,1.2400244607049622,1.2382735085884036,1.234850664844907 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.47731328698665,18.44388166206678,3.3364452695740408,1.990622352270021,1.9869609385374267,1.9811109394573438 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.021387774292197015,0.02128691499756289,0.0006592127259378712,0.0003747905165353795,0.0003747905165353795,0.0003747905165353795 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.931050331915193,9.916982995696745,1.9451421690527635,1.1668414305864636,1.1650556421349902,1.1620585777177135 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05592359011921978,0.05559233902875846,0.003858091574754344,0.0019824657905512695,0.0019824657905512695,0.001974255399921742 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,3.027786048276932,0.26235626208860474,0.17590585443471063,0.17590585443471063 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,0.262844709582459,0.0,0.0,0.0 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,0.8767605906549117,0.0,0.0,0.0 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,0.0641416456478138,0.0,0.0,0.0 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.0,0.0,0.0,0.0 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.0,0.0,0.0,0.0 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.0,0.0,0.0,0.0 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.006165574380285853,0.0,0.0,0.0 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393 +Data,1331012.0,1331012.0,1331012.0,1331012.0,33.0,3.0,3.0,3.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JMS_up.csv new file mode 100644 index 00000000..53e79977 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2016APV/passvbf_cutflow_JMS_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.011009117010780157,0.005530963961569239,0.005530963961569239,0.005530963961569239 +ggHH_kl_2p45_kt_1_HHbbVV,0.8015758690220187,0.8015758690220187,0.7966181927909652,0.7929251357407407,0.010063768404993526,0.00546646980757836,0.00546646980757836,0.0054618181055827416 +ggHH_kl_5_kt_1_HHbbVV,0.8397792227107982,0.8397792227107982,0.8351909835840614,0.8317756967171981,0.0070220712350087195,0.0038024510060868546,0.0038024510060868546,0.0038024510060868546 +ggHH_kl_0_kt_1_HHbbVV,1.4337517442784347,1.4337517442784347,1.4226156102926775,1.4129101659183219,0.014116356029334726,0.007972154557525058,0.007972154557525058,0.007972154557525058 +VBFHHbbVV,0.02157241124523907,0.02157241124523907,0.021438896099242835,0.021315873451069035,0.0013068826474273267,0.0006995882103045296,0.0006995882103045296,0.0006900224723746614 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,11.015595087816134,11.015595087816134,10.992704362069707,10.974097162767547,2.057637098933057,1.2400244607049622,1.2382735085884036,1.234850664844907 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,18.523340727906472,18.523340727906472,18.47731328698665,18.44388166206678,3.3364452695740408,1.990622352270021,1.9869609385374267,1.9811109394573438 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.021501518954477026,0.021501518954477026,0.021387774292197015,0.02128691499756289,0.0006592127259378712,0.0003747905165353795,0.0003747905165353795,0.0003747905165353795 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,9.95063113617899,9.95063113617899,9.931050331915193,9.916982995696745,1.9451421690527635,1.1668414305864636,1.1650556421349902,1.1620585777177135 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.05626247636667933,0.05626247636667933,0.05592359011921978,0.05559233902875846,0.003858091574754344,0.0019824657905512695,0.0019824657905512695,0.001974255399921742 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,3.027786048276932,0.26235626208860474,0.17590585443471063,0.17590585443471063 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,0.262844709582459,0.0,0.0,0.0 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,0.8767605906549117,0.0,0.0,0.0 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,0.0641416456478138,0.0,0.0,0.0 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.0,0.0,0.0,0.0 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.0,0.0,0.0,0.0 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.0,0.0,0.0,0.0 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.006165574380285853,0.0,0.0,0.0 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393 +Data,1331012.0,1331012.0,1331012.0,1331012.0,33.0,3.0,3.0,3.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow.csv new file mode 100644 index 00000000..9b29fbc4 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.542187458384658,0.5412268704705153,0.5378997692401841 +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2618467256927668,1.2597105355923204,0.4274790370339728,0.4267936468614194,0.42400420674304284 +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3290754531862934,1.326456633520162,0.5916291957354765,0.590585724306016,0.5864699574044088 +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.1397217826630057,2.134657892688486,0.7048064395586995,0.703397166651128,0.6985487702238141 +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03392488917746438,0.03385106547434957,0.011503279197646769,0.01144988664317481,0.011351243523067132 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.740910849479715,20.727007927656505,5.498919919501614,5.486163428469483,5.44809522951793 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.750944180981556,34.72689350102866,9.247125973460772,9.224736476091664,9.16419087040302 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.034883938631222695,0.034828787476897716,0.01667804073967339,0.016618554905498774,0.016500143607218187 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.88325592507293,18.87195683641766,4.965935142852627,4.954379764115416,4.921465712321877 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08863948905629107,0.08838388941581067,0.02727215579964881,0.027201408560422947,0.027068787535881413 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,990216.1201633295,988549.1923257334,983682.5894374106 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,91522.20073198747,81366.95178212559,71531.59566899501 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,8028.465559025532,7248.606646702327,6475.426834879395 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,12114.962805740633,12082.457040867139,12035.612536762997 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,12030.152212440837,12001.014888100088,11922.264037053774 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,534.0385200420062,505.84415917842995,475.29836263138804 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,70.97896134381715,70.83838088380242,70.25016650555304 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,19.951217913629037,19.872079093502393,19.689962569494455 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,19.098962248557314,19.051271115601615,18.861754185442734 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,36.560850981465876,36.48021012081598,36.22020441941558 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,3.8187478189469157,3.804948787871748,3.7684865029650734 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,196.26913656336373,172.56251800113012,149.11396946882263 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,120.76628093672662,99.71890688768312,81.74256794680986 +Data,1414872.0,1414872.0,1414872.0,1414872.0,1147439.0,1132804.0,1116698.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JER_down.csv new file mode 100644 index 00000000..7e86117a --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JER_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.671413160994866,1.6672065519826909,0.5422142710751533,0.5412536831610107,0.5379281792438709,, +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2619443740833618,1.2595120643449336,0.42743331206069246,0.4267550519389887,0.4239576689918931,, +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3294823636754307,1.3264512910132678,0.5917256786823004,0.59068220725284,0.5865664403512328,, +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.140110980291475,2.1341285226103426,0.7043341390648367,0.7029469338796887,0.6980966839231381,, +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.033924821748091125,0.033835292174518944,0.011492444468873032,0.01144151672013316,0.011342873600025479,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.742276536413833,20.727523290457565,5.498461553388329,5.485670662135448,5.4476176664004345,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.75268707636393,34.72713157266033,9.246644470953012,9.224264921086863,9.163726234921407,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.034870615332746886,0.034799811772878844,0.01665831955885346,0.01659821261963619,0.016479801321355604,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.8853036360409,18.87351206891294,4.966419459718183,4.954869966996076,4.92195454115954,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.088656652708224,0.08837484424937994,0.02726975493992318,0.027199007700697324,0.027066386676155782,, +QCD,1117757.9198795073,1251971.716351885,1247569.2563443747,1244241.2895729458,989736.0339917237,988054.3720826099,983183.3033882763,, +TT,114729.52068857195,114729.52068857195,114309.11741675786,113880.99428785002,91412.34983140593,81284.04682530418,71474.08036110841,, +ST,9991.097357360093,9991.097357360093,9952.550898761065,9922.252662966415,8020.846786832543,7242.47438428238,6471.929703807604,, +W+Jets,14710.822213085146,14710.822213085146,14670.207513918298,14635.076456643055,12108.838399703183,12076.535773211412,12029.706147671548,, +Z+Jets,21597.004857058182,21597.004857058182,21520.342568735658,21471.347787777064,12023.569217965494,11994.457313528306,11915.741935002157,, +Diboson,936.1606241609028,936.1606241609028,934.1584206040213,932.1822112933119,534.6092216299232,506.42819122678674,475.88239467974483,, +ggFHbb,224.56874142701201,224.56874142701201,224.02968880433406,223.30598847245,70.83148709640227,70.68955069821169,70.1013363199623,, +VBFHbb,66.27722451912622,66.27722451912622,66.12891712313305,65.94436262293111,19.900073021141623,19.820934201014975,19.64724935762601,, +ZHbb,63.465766584473805,63.465766584473805,63.32995290467089,63.23930009367292,19.09954827141606,19.052743817142993,18.863346215407326,, +WHbb,108.86564442012758,108.86564442012758,108.64337241312307,108.51513014986577,36.555015543916646,36.47442016401767,36.2132907420161,, +ggZHbb,9.5080271296301,9.5080271296301,9.480593256960656,9.454908466117434,3.8164467302623306,3.8026476991871627,3.7662480603342363,, +ttHbb,312.2634270090423,312.2634270090423,311.08860162114195,309.8926151597943,196.0629555600396,172.40457182597538,149.01188704349374,, +HWW,150.72907678953348,150.72907678953348,150.1141335814762,149.4108853239785,120.542822973955,99.56394823650814,81.62483262115964,, +Data,1414872.0,1414872.0,,,1147439.0,1132804.0,1116698.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JER_up.csv new file mode 100644 index 00000000..89c98ea9 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JER_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.6709099393660427,1.6672443971869404,0.5425425351947483,0.5415806674625699,0.538276237100956,, +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2615043790201776,1.2594839199156975,0.4273728482925533,0.42669326905846555,0.4239018588128627,, +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3287072451979367,1.3262024089084452,0.5915291294961489,0.5904856580666883,0.5863597535962876,, +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.1395602785254177,2.135088538056755,0.7049675982475435,0.7035583253399722,0.6987023835927311,, +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03392066619570052,0.03385693686252096,0.0115025726867447,0.011449180132272745,0.011349746825335578,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.73936620680514,20.725053995083915,5.498706214004497,5.485952451404315,5.447914009067865,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.745830024675186,34.72232429758777,9.245847486535922,9.223444042037272,9.16299563447864,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.03487892569553672,0.034818203039090424,0.016681695978323762,0.016622210144149146,0.016501454252449227,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.881339862897445,18.870516294954562,4.965632738730632,4.954076683198737,4.921147037064695,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08865461665925986,0.08847362914093906,0.02729967784553912,0.027228930606313262,0.02709630958177172,, +QCD,1117757.9198795073,1251971.716351885,1247749.91820995,1244813.4082957197,990262.9893848071,988583.6363515519,983716.5641421787,, +TT,114729.52068857195,114729.52068857195,114437.97026728191,114132.08746619607,91615.56369179636,81437.45120647234,71581.70279668023,, +ST,9991.097357360093,9991.097357360093,9961.00046905086,9938.240034904185,8036.812959953431,7254.914614609904,6481.227269454703,, +W+Jets,14710.822213085146,14710.822213085146,14670.386968672208,14643.532361751837,12114.887858360831,12082.260180323921,12035.390241594054,, +Z+Jets,21597.004857058182,21597.004857058182,21527.43054513457,21486.385080340002,12034.802528783717,12005.550068059281,11926.751062653115,, +Diboson,936.1606241609028,936.1606241609028,932.1843657435936,930.3708375626252,534.1653093797361,505.9568116795616,474.9921485664247,, +ggFHbb,224.56874142701201,224.56874142701201,224.0890706789042,223.6905964784125,71.01484579701038,70.87426533699565,70.28605095874627,, +VBFHbb,66.27722451912622,66.27722451912622,66.158353933224,66.05208234932266,19.96549799470848,19.886359174581827,19.704242650573892,, +ZHbb,63.465766584473805,63.465766584473805,63.28863350654419,63.18969796746182,19.081928097880663,19.034236964924965,18.844665166911824,, +WHbb,108.86564442012758,108.86564442012758,108.59950330312063,108.482473694838,36.56266007326936,36.48191192992821,36.22186927593387,, +ggZHbb,9.5080271296301,9.5080271296301,9.48581603967797,9.468074681719918,3.8212673259319434,3.8074682948567755,3.7710952658588117,, +ttHbb,312.2634270090423,312.2634270090423,311.30158920167617,310.42204762583594,196.41387372214587,172.6767798875758,149.18630187152533,, +HWW,150.72907678953348,150.72907678953348,150.30305058855018,149.8340750587529,120.90638669268658,99.80585194651836,81.80034614814205,, +Data,1414872.0,1414872.0,,,1147439.0,1132804.0,1116698.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JES_down.csv new file mode 100644 index 00000000..b99c0068 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JES_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.6666139971059066,1.6591154859894288,0.5392314268271613,0.5382831533037054,0.5350088116392351,, +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.258682643328564,1.2542619870427407,0.42526906017631005,0.4246031478546707,0.4218314090769881,, +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.326301668406802,1.3210664369255933,0.5890363611263276,0.5879928896968671,0.5838807023763559,, +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.133248092094022,2.1225341348193916,0.7002569513919881,0.6988714346111908,0.6940797191769226,, +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03383336419098479,0.033682252519826934,0.01144025811539309,0.011387148867028959,0.011288505746921279,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.72007690504204,20.691431230911157,5.487080705753056,5.4743318882996475,5.436365996028571,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.713638841038545,34.66551485562907,9.227105929986692,9.204730623492965,9.14434566424744,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.034775113179428316,0.03464415101840471,0.01657960077669276,0.01652129698635396,0.01640288568807338,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.86608712155698,18.84412655163469,4.9568957246468415,4.945396499203167,4.912557332976807,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08840542303607321,0.08793676925528332,0.02710014058709182,0.027029393347865964,0.02689677232332443,, +QCD,1117757.9198795073,1251971.716351885,1243348.6381278953,1237229.9947820366,984110.296770646,982452.5644824128,977628.559618254,, +TT,114729.52068857195,114729.52068857195,114029.4683025561,113319.76404047944,90955.45644219773,80881.30538631427,71131.2096658322,, +ST,9991.097357360093,9991.097357360093,9922.140634086192,9871.37221638479,7979.039007530115,7205.524262670022,6438.530423657285,, +W+Jets,14710.822213085146,14710.822213085146,14632.074465297448,14569.755961664541,12054.158043042291,12021.976840486413,11975.450020846054,, +Z+Jets,21597.004857058182,21597.004857058182,21453.74146222078,21367.30115930057,11970.011820234135,11940.92744099048,11862.585483153585,, +Diboson,936.1606241609028,936.1606241609028,930.7571638443397,927.5041399569494,532.4015078009712,504.23564194734024,473.6898454002983,, +ggFHbb,224.56874142701201,224.56874142701201,223.62056769434213,222.51728560123743,70.58857478001465,70.44993796305911,69.86715352323367,, +VBFHbb,66.27722451912622,66.27722451912622,66.00733631376538,65.66476989295606,19.8217159627771,19.742577142650454,19.568892299261485,, +ZHbb,63.465766584473805,63.465766584473805,63.16347309829043,62.98984926782434,19.015826531340544,18.96902207706748,18.780120548710595,, +WHbb,108.86564442012758,108.86564442012758,108.37346398025522,108.13532762314294,36.421022818521436,36.34049428918597,36.08276008676409,, +ggZHbb,9.5080271296301,9.5080271296301,9.45631134146326,9.41204558779923,3.7979646104080773,3.7841777945949966,3.7477780523124506,, +ttHbb,312.2634270090423,312.2634270090423,310.20534812719706,308.225452629239,194.99479093760414,171.47758722748398,148.2069320912156,, +HWW,150.72907678953348,150.72907678953348,149.74304835468368,148.6507210554542,119.93206609737227,99.05179870402404,81.24089539103772,, +Data,1414872.0,1414872.0,,,1147439.0,1132804.0,1116698.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JES_up.csv new file mode 100644 index 00000000..e02be3bc --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JES_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.6757548522012857,1.6755174017437258,0.5453205807422401,0.5443570805477825,0.5410141816523774,, +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2646782303040833,1.264572593981776,0.42943474393445413,0.42874746887916504,0.4259265685387468,, +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3324796079223353,1.3322927686557362,0.5945574437202295,0.593513972290769,0.5893512237269416,, +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.14574120877309,2.1453802117397194,0.7086437530127986,0.7072311075281533,0.7023675285921477,, +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03401878632576567,0.034014078043477246,0.011569942524001346,0.011516549969529388,0.011417116662592222,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.760097256521927,20.759327537372858,5.509500809689827,5.496718102041711,5.458602797319272,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.78501103778664,34.783889362401446,9.26505878235784,9.242554244612325,9.18183044994818,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.03499348154814317,0.034986891371333685,0.01676807342779917,0.016707966488581902,0.016587037582538672,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.899812612265276,18.89899725944025,4.975089285382166,4.96349845183687,4.930465498432414,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08889022380899324,0.08886420846200346,0.027469061814808984,0.027398314575583123,0.027265693551041584,, +QCD,1117757.9198795073,1251971.716351885,1251682.6046422862,1251519.0665727286,995577.3790115329,993870.3167849018,988970.0432742736,, +TT,114729.52068857195,114729.52068857195,114706.15876300249,114683.14121694586,92064.26986695254,81832.64188026918,71923.03084950527,, +ST,9991.097357360093,9991.097357360093,9989.024577587452,9987.966441260009,8077.067836052221,7291.864594898684,6512.873964251247,, +W+Jets,14710.822213085146,14710.822213085146,14707.90486347219,14705.855078584122,12167.583145845365,12134.972713672443,12087.78507839398,, +Z+Jets,21597.004857058182,21597.004857058182,21592.713993914025,21589.977951000445,12090.38444285076,12061.014571650543,11981.769739765765,, +Diboson,936.1606241609028,936.1606241609028,935.6242769877188,935.6242769877188,536.3427360662185,508.1342383660442,477.1486013740272,, +ggFHbb,224.56874142701201,224.56874142701201,224.5170485658804,224.45546900141025,71.3360323265263,71.19409592833573,70.60504328114769,, +VBFHbb,66.27722451912622,66.27722451912622,66.27546093253595,66.27338743540412,20.02992078863908,19.950781968512434,19.7686654445045,, +ZHbb,63.465766584473805,63.465766584473805,63.45579974544757,63.45287399754096,19.18119480581775,19.133503672862055,18.943303376435964,, +WHbb,108.86564442012758,108.86564442012758,108.84087638332325,108.83414264832638,36.69465197340918,36.613903830068026,36.34905010838679,, +ggZHbb,9.5080271296301,9.5080271296301,9.505625210234324,9.504521809114898,3.835872469480269,3.822073438405101,3.7851766972409067,, +ttHbb,312.2634270090423,312.2634270090423,312.18019451465693,312.12908216023584,197.53444178140774,173.63546615706994,150.02450951464732,, +HWW,150.72907678953348,150.72907678953348,150.68815304215195,150.65286062054875,121.5411309994142,100.3302887677368,82.22675286239405,, +Data,1414872.0,1414872.0,,,1147439.0,1132804.0,1116698.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JMR_down.csv new file mode 100644 index 00000000..9b29fbc4 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JMR_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.542187458384658,0.5412268704705153,0.5378997692401841 +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2618467256927668,1.2597105355923204,0.4274790370339728,0.4267936468614194,0.42400420674304284 +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3290754531862934,1.326456633520162,0.5916291957354765,0.590585724306016,0.5864699574044088 +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.1397217826630057,2.134657892688486,0.7048064395586995,0.703397166651128,0.6985487702238141 +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03392488917746438,0.03385106547434957,0.011503279197646769,0.01144988664317481,0.011351243523067132 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.740910849479715,20.727007927656505,5.498919919501614,5.486163428469483,5.44809522951793 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.750944180981556,34.72689350102866,9.247125973460772,9.224736476091664,9.16419087040302 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.034883938631222695,0.034828787476897716,0.01667804073967339,0.016618554905498774,0.016500143607218187 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.88325592507293,18.87195683641766,4.965935142852627,4.954379764115416,4.921465712321877 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08863948905629107,0.08838388941581067,0.02727215579964881,0.027201408560422947,0.027068787535881413 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,990216.1201633295,988549.1923257334,983682.5894374106 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,91522.20073198747,81366.95178212559,71531.59566899501 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,8028.465559025532,7248.606646702327,6475.426834879395 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,12114.962805740633,12082.457040867139,12035.612536762997 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,12030.152212440837,12001.014888100088,11922.264037053774 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,534.0385200420062,505.84415917842995,475.29836263138804 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,70.97896134381715,70.83838088380242,70.25016650555304 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,19.951217913629037,19.872079093502393,19.689962569494455 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,19.098962248557314,19.051271115601615,18.861754185442734 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,36.560850981465876,36.48021012081598,36.22020441941558 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,3.8187478189469157,3.804948787871748,3.7684865029650734 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,196.26913656336373,172.56251800113012,149.11396946882263 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,120.76628093672662,99.71890688768312,81.74256794680986 +Data,1414872.0,1414872.0,1414872.0,1414872.0,1147439.0,1132804.0,1116698.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JMR_up.csv new file mode 100644 index 00000000..9b29fbc4 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JMR_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.542187458384658,0.5412268704705153,0.5378997692401841 +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2618467256927668,1.2597105355923204,0.4274790370339728,0.4267936468614194,0.42400420674304284 +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3290754531862934,1.326456633520162,0.5916291957354765,0.590585724306016,0.5864699574044088 +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.1397217826630057,2.134657892688486,0.7048064395586995,0.703397166651128,0.6985487702238141 +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03392488917746438,0.03385106547434957,0.011503279197646769,0.01144988664317481,0.011351243523067132 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.740910849479715,20.727007927656505,5.498919919501614,5.486163428469483,5.44809522951793 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.750944180981556,34.72689350102866,9.247125973460772,9.224736476091664,9.16419087040302 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.034883938631222695,0.034828787476897716,0.01667804073967339,0.016618554905498774,0.016500143607218187 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.88325592507293,18.87195683641766,4.965935142852627,4.954379764115416,4.921465712321877 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08863948905629107,0.08838388941581067,0.02727215579964881,0.027201408560422947,0.027068787535881413 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,990216.1201633295,988549.1923257334,983682.5894374106 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,91522.20073198747,81366.95178212559,71531.59566899501 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,8028.465559025532,7248.606646702327,6475.426834879395 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,12114.962805740633,12082.457040867139,12035.612536762997 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,12030.152212440837,12001.014888100088,11922.264037053774 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,534.0385200420062,505.84415917842995,475.29836263138804 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,70.97896134381715,70.83838088380242,70.25016650555304 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,19.951217913629037,19.872079093502393,19.689962569494455 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,19.098962248557314,19.051271115601615,18.861754185442734 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,36.560850981465876,36.48021012081598,36.22020441941558 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,3.8187478189469157,3.804948787871748,3.7684865029650734 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,196.26913656336373,172.56251800113012,149.11396946882263 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,120.76628093672662,99.71890688768312,81.74256794680986 +Data,1414872.0,1414872.0,1414872.0,1414872.0,1147439.0,1132804.0,1116698.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JMS_down.csv new file mode 100644 index 00000000..9b29fbc4 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JMS_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.542187458384658,0.5412268704705153,0.5378997692401841 +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2618467256927668,1.2597105355923204,0.4274790370339728,0.4267936468614194,0.42400420674304284 +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3290754531862934,1.326456633520162,0.5916291957354765,0.590585724306016,0.5864699574044088 +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.1397217826630057,2.134657892688486,0.7048064395586995,0.703397166651128,0.6985487702238141 +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03392488917746438,0.03385106547434957,0.011503279197646769,0.01144988664317481,0.011351243523067132 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.740910849479715,20.727007927656505,5.498919919501614,5.486163428469483,5.44809522951793 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.750944180981556,34.72689350102866,9.247125973460772,9.224736476091664,9.16419087040302 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.034883938631222695,0.034828787476897716,0.01667804073967339,0.016618554905498774,0.016500143607218187 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.88325592507293,18.87195683641766,4.965935142852627,4.954379764115416,4.921465712321877 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08863948905629107,0.08838388941581067,0.02727215579964881,0.027201408560422947,0.027068787535881413 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,990216.1201633295,988549.1923257334,983682.5894374106 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,91522.20073198747,81366.95178212559,71531.59566899501 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,8028.465559025532,7248.606646702327,6475.426834879395 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,12114.962805740633,12082.457040867139,12035.612536762997 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,12030.152212440837,12001.014888100088,11922.264037053774 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,534.0385200420062,505.84415917842995,475.29836263138804 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,70.97896134381715,70.83838088380242,70.25016650555304 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,19.951217913629037,19.872079093502393,19.689962569494455 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,19.098962248557314,19.051271115601615,18.861754185442734 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,36.560850981465876,36.48021012081598,36.22020441941558 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,3.8187478189469157,3.804948787871748,3.7684865029650734 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,196.26913656336373,172.56251800113012,149.11396946882263 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,120.76628093672662,99.71890688768312,81.74256794680986 +Data,1414872.0,1414872.0,1414872.0,1414872.0,1147439.0,1132804.0,1116698.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JMS_up.csv new file mode 100644 index 00000000..9b29fbc4 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/fail_cutflow_JMS_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.542187458384658,0.5412268704705153,0.5378997692401841 +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2618467256927668,1.2597105355923204,0.4274790370339728,0.4267936468614194,0.42400420674304284 +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3290754531862934,1.326456633520162,0.5916291957354765,0.590585724306016,0.5864699574044088 +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.1397217826630057,2.134657892688486,0.7048064395586995,0.703397166651128,0.6985487702238141 +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03392488917746438,0.03385106547434957,0.011503279197646769,0.01144988664317481,0.011351243523067132 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.740910849479715,20.727007927656505,5.498919919501614,5.486163428469483,5.44809522951793 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.750944180981556,34.72689350102866,9.247125973460772,9.224736476091664,9.16419087040302 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.034883938631222695,0.034828787476897716,0.01667804073967339,0.016618554905498774,0.016500143607218187 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.88325592507293,18.87195683641766,4.965935142852627,4.954379764115416,4.921465712321877 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08863948905629107,0.08838388941581067,0.02727215579964881,0.027201408560422947,0.027068787535881413 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,990216.1201633295,988549.1923257334,983682.5894374106 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,91522.20073198747,81366.95178212559,71531.59566899501 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,8028.465559025532,7248.606646702327,6475.426834879395 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,12114.962805740633,12082.457040867139,12035.612536762997 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,12030.152212440837,12001.014888100088,11922.264037053774 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,534.0385200420062,505.84415917842995,475.29836263138804 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,70.97896134381715,70.83838088380242,70.25016650555304 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,19.951217913629037,19.872079093502393,19.689962569494455 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,19.098962248557314,19.051271115601615,18.861754185442734 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,36.560850981465876,36.48021012081598,36.22020441941558 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,3.8187478189469157,3.804948787871748,3.7684865029650734 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,196.26913656336373,172.56251800113012,149.11396946882263 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,120.76628093672662,99.71890688768312,81.74256794680986 +Data,1414872.0,1414872.0,1414872.0,1414872.0,1147439.0,1132804.0,1116698.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow.csv new file mode 100644 index 00000000..bbd51845 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.13447397811578773,0.09479314795099282,0.08241430287624298,0.08230026004974383,0.08182319797439028 +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2618467256927668,1.2597105355923204,0.0980371502481992,0.06789401111370941,0.0580307401517511,0.05795041960989603,0.057649272414839116 +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3290754531862934,1.326456633520162,0.07092657322056409,0.04915130244982115,0.04266277876660096,0.042609521246236494,0.04253157437097347 +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.1397217826630057,2.134657892688486,0.16530298976545252,0.11417932296021169,0.09916716345066968,0.09902247635592515,0.09829673730382096 +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03392488917746438,0.03385106547434957,0.0019503308933791826,0.001469411754603381,0.0008200558827920442,0.0008142465239337733,0.0008031518598391925 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.740910849479715,20.727007927656505,2.0795849508112463,1.570797415739969,0.614720941922603,0.6134610262172773,0.6108091505628312 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.750944180981556,34.72689350102866,3.501283679109962,2.6599751127776883,1.0558381026321364,1.0532458155262605,1.0465456919944252 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.034883938631222695,0.034828787476897716,0.0012356716248970209,0.0008603045276396256,0.0005194400028737116,0.0005192986075858645,0.0005130589286770908 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.88325592507293,18.87195683641766,1.923381767212724,1.4563199383591223,0.5631952451722395,0.5620396169142263,0.5595171075779292 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08863948905629107,0.08838388941581067,0.0074349668326871565,0.005415236255581551,0.0028543031908397952,0.0028389458149279596,0.0028137871206240276 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,77.62068189399292,6.574897104239912,5.882107270266179,5.882107270266179,5.882107270266179 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,21.74127755833683,4.058133645360328,4.007544179564364,3.477317673138396,3.450164591213126 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,2.810703996997353,0.6894987125411937,0.6894987125411937,0.6894987125411937,0.6894987125411937 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,6.413070255300666,1.0689774014457376,1.0689774014457376,1.0689774014457376,1.0689774014457376 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,3.46594121471741,1.8363009277726792,1.7698848170027754,1.7698848170027754,1.7698848170027754 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.28001420954562,0.0,0.0,0.0,0.0 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0,0.0,0.0,0.0,0.0 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.008498817427943391,0.002619549703144971,0.0012476993426627087,0.0012476993426627087,0.0012476993426627087 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.0306745985861028,0.02208805512713653,0.020327817444704233,0.020327817444704233,0.020327817444704233 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.0008216839630774777,0.0005522268505756501,0.0005522268505756501,0.0005522268505756501,0.0005522268505756501 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.08746626758695547,0.031772670181029444,0.029360226399230818,0.026759807777704724,0.026759807777704724 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,1.1378209824082783,0.36227407726235905,0.33035224842182986,0.3278287868816321,0.31399258403585073 +Data,1414872.0,1414872.0,1414872.0,1414872.0,199.0,50.0,48.0,47.0,46.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JER_down.csv new file mode 100644 index 00000000..d8f4ea34 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JER_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScore_JER_down >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.9965 +HHbbVV,1.676130328580837,1.676130328580837,1.671413160994866,1.6672065519826909,0.1344426909139337,0.09473846351835666,0.08233397995544756,0.0822199371289484,0.08174186332432887,,, +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2619443740833618,1.2595120643449336,0.09828477749308154,0.06808940985245174,0.05825693356215057,0.05817661302029549,0.057875832497449736,,, +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3294823636754307,1.3264512910132678,0.07039359873872852,0.04873233690206685,0.042295699212590805,0.04224244169222634,0.04216449481696332,,, +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.140110980291475,2.1341285226103426,0.1652745608519796,0.11430080667164295,0.09929009534457064,0.09914540824982611,0.09841966919772191,,, +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.033924821748091125,0.033835292174518944,0.0019388630704784172,0.0014585652133553644,0.0008131027710524486,0.0008072934121941777,0.0007997009748317778,,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.742276536413833,20.727523290457565,2.080700214701848,1.5718983815605923,0.6161844232386658,0.614956625903513,0.6124251140903367,,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.75268707636393,34.72713157266033,3.5019892144207008,2.659028714570888,1.0559200385653527,1.0534529091616467,1.0467527856298116,,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.034870615332746886,0.034799811772878844,0.0012359286235918909,0.0008520620872016085,0.0005145236659928808,0.0005143822707050337,0.0005081425917962601,,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.8853036360409,18.87351206891294,1.9250457073254033,1.4580463730087687,0.5644994418043261,0.5633543914782242,0.560846646733996,,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.088656652708224,0.08837484424937994,0.007461242692426474,0.005468202883455306,0.002900721202012445,0.00288536382610061,0.002860205131796678,,, +QCD,1117757.9198795073,1251971.716351885,1247569.2563443747,1244241.2895729458,81.03997519547194,11.604758400450544,10.91196856647681,10.91196856647681,10.91196856647681,,, +TT,114729.52068857195,114729.52068857195,114309.11741675786,113880.99428785002,22.19301976918567,4.074957475040791,4.024368009244828,3.4941415028188594,3.466988420893591,,, +ST,9991.097357360093,9991.097357360093,9952.550898761065,9922.252662966415,2.801245897930489,0.6894987125411937,0.6894987125411937,0.6894987125411937,0.6894987125411937,,, +W+Jets,14710.822213085146,14710.822213085146,14670.207513918298,14635.076456643055,6.653723315165352,1.0689774014457376,1.0689774014457376,1.0689774014457376,1.0689774014457376,,, +Z+Jets,21597.004857058182,21597.004857058182,21520.342568735658,21471.347787777064,3.3711475075164072,1.7415072205716766,1.675091109801773,1.675091109801773,1.675091109801773,,, +Diboson,936.1606241609028,936.1606241609028,934.1584206040213,932.1822112933119,0.28001420954562,0.0,0.0,0.0,0.0,,, +ggFHbb,224.56874142701201,224.56874142701201,224.02968880433406,223.30598847245,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536,,, +VBFHbb,66.27722451912622,66.27722451912622,66.12891712313305,65.94436262293111,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,63.465766584473805,63.465766584473805,63.32995290467089,63.23930009367292,0.008498817427943391,0.002619549703144971,0.0012476993426627087,0.0012476993426627087,0.0012476993426627087,,, +WHbb,108.86564442012758,108.86564442012758,108.64337241312307,108.51513014986577,0.028772449925295755,0.020185906466329482,0.01842566878389719,0.01842566878389719,0.01842566878389719,,, +ggZHbb,9.5080271296301,9.5080271296301,9.480593256960656,9.454908466117434,0.0008077299916567852,0.0005382728791549575,0.0005382728791549575,0.0005382728791549575,0.0005382728791549575,,, +ttHbb,312.2634270090423,312.2634270090423,311.08860162114195,309.8926151597943,0.0840295438699471,0.029172251559503357,0.026759807777704724,0.026759807777704724,0.026759807777704724,,, +HWW,150.72907678953348,150.72907678953348,150.1141335814762,149.4108853239785,1.1456102038150715,0.3658187608325714,0.3338969319920423,0.33137347045184445,0.31758629042035613,,, +Data,1414872.0,1414872.0,,,,50.0,48.0,47.0,46.0,1414872.0,1414872.0,199.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JER_up.csv new file mode 100644 index 00000000..b85bf66f --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JER_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScore_JER_up >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.9965 +HHbbVV,1.676130328580837,1.676130328580837,1.6709099393660427,1.6672443971869404,0.13418662115157426,0.09447006479130643,0.08207796975584508,0.08196392692934593,0.08148686485399238,,, +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2615043790201776,1.2594839199156975,0.09810921918170527,0.06792469179446514,0.05809068715551123,0.058010366613656154,0.05771179996530944,,, +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3287072451979367,1.3262024089084452,0.07044911087161787,0.04887878729215663,0.042389108498755323,0.04233585097839086,0.04225790410312784,,, +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.1395602785254177,2.135088538056755,0.16510136424155025,0.11405411331849649,0.09907604814180268,0.09890788061131774,0.09818214155921354,,, +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03392066619570052,0.03385693686252096,0.001960150859761903,0.0014787806891521271,0.0008236871598837042,0.0008178778010254333,0.0008067831369308524,,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.73936620680514,20.725053995083915,2.0786807744536193,1.5699598006920692,0.6166502667569999,0.6153494228434431,0.612658241606669,,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.745830024675186,34.72232429758777,3.4983169045626266,2.659134271929657,1.0551333624463646,1.052541075340489,1.0459867596868917,,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.03487892569553672,0.034818203039090424,0.0012352185363066251,0.0008549579485738696,0.0005194462316745535,0.0005193048363867064,0.0005130651574779328,,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.881339862897445,18.870516294954562,1.922637605081507,1.4562181905470069,0.5637297820731411,0.5625440111544426,0.560087657609716,,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08865461665925986,0.08847362914093906,0.007460285591102357,0.005437537366866054,0.0028634071754256776,0.002848049799513842,0.0028228911052099103,,, +QCD,1117757.9198795073,1251971.716351885,1247749.91820995,1244813.4082957197,78.1982609984785,6.574897104239912,5.882107270266179,5.882107270266179,5.882107270266179,,, +TT,114729.52068857195,114729.52068857195,114437.97026728191,114132.08746619607,21.650341316528262,4.073515544120639,4.022926078324675,3.4926995718987066,3.465546489973438,,, +ST,9991.097357360093,9991.097357360093,9961.00046905086,9938.240034904185,2.9250203391173644,0.8038150546612054,0.8038150546612054,0.8038150546612054,0.8038150546612054,,, +W+Jets,14710.822213085146,14710.822213085146,14670.386968672208,14643.532361751837,6.327814353497228,0.9837214996422988,0.9837214996422988,0.9837214996422988,0.9837214996422988,,, +Z+Jets,21597.004857058182,21597.004857058182,21527.43054513457,21486.385080340002,3.5561416526286855,1.8492813971315958,1.782865286361692,1.782865286361692,1.782865286361692,,, +Diboson,936.1606241609028,936.1606241609028,932.1843657435936,930.3708375626252,0.28001420954562,0.0,0.0,0.0,0.0,,, +ggFHbb,224.56874142701201,224.56874142701201,224.0890706789042,223.6905964784125,0.0,0.0,0.0,0.0,0.0,,, +VBFHbb,66.27722451912622,66.27722451912622,66.158353933224,66.05208234932266,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,63.465766584473805,63.465766584473805,63.28863350654419,63.18969796746182,0.008498817427943391,0.002619549703144971,0.0012476993426627087,0.0012476993426627087,0.0012476993426627087,,, +WHbb,108.86564442012758,108.86564442012758,108.59950330312063,108.482473694838,0.030511262068357064,0.02192471860939079,0.020164480926958498,0.020164480926958498,0.020164480926958498,,, +ggZHbb,9.5080271296301,9.5080271296301,9.48581603967797,9.468074681719918,0.0008216839630774777,0.0005522268505756501,0.0005522268505756501,0.0005522268505756501,0.0005522268505756501,,, +ttHbb,312.2634270090423,312.2634270090423,311.30158920167617,310.42204762583594,0.08786848380477927,0.031772670181029444,0.029360226399230818,0.026759807777704724,0.026759807777704724,,, +HWW,150.72907678953348,150.72907678953348,150.30305058855018,149.8340750587529,1.1444475311893316,0.35994021015672584,0.3289472748800052,0.32642381333980736,0.3135521663470017,,, +Data,1414872.0,1414872.0,,,,50.0,48.0,47.0,46.0,1414872.0,1414872.0,199.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JES_down.csv new file mode 100644 index 00000000..c062928e --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JES_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScore_JES_down >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.9965 +HHbbVV,1.676130328580837,1.676130328580837,1.6666139971059066,1.6591154859894288,0.13341001757371046,0.09403007435693048,0.081692585400024,0.08157854257352486,0.08110046876890532,,, +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.258682643328564,1.2542619870427407,0.09785930963674785,0.06772644955750429,0.05789638016231856,0.057818581964728485,0.057523419167746295,,, +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.326301668406802,1.3210664369255933,0.07004333828462664,0.04866425767415249,0.04207179124606426,0.0420185337256998,0.04194058685043678,,, +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.133248092094022,2.1225341348193916,0.16440938312715186,0.11371304348415832,0.09864822427365402,0.09850353717890949,0.09777779812680529,,, +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03383336419098479,0.033682252519826934,0.0019281248018608635,0.0014525753591222495,0.0008051595021507524,0.0007993501432924815,0.0007917577059300817,,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.72007690504204,20.691431230911157,2.0779153333041878,1.5712278693400854,0.6166867582368065,0.6154589609016535,0.6129994021704728,,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.713638841038545,34.66551485562907,3.4919705684191698,2.653947238893572,1.0552001866593066,1.0527330572556006,1.0461238438327098,,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.034775113179428316,0.03464415101840471,0.001221746527266438,0.0008501108355219663,0.0005082384680713593,0.0005080970727835122,0.0005018573938747387,,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.86608712155698,18.84412655163469,1.9204264583322346,1.4540796522187727,0.5636809707384486,0.5624937927035816,0.5600006098391274,,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08840542303607321,0.08793676925528332,0.007406599395588656,0.0054380106479855455,0.0028571299256687915,0.0028417725497569555,0.0028166138554530243,,, +QCD,1117757.9198795073,1251971.716351885,1243348.6381278953,1237229.9947820366,81.67923599358654,11.604758400450544,10.91196856647681,10.91196856647681,10.91196856647681,,, +TT,114729.52068857195,114729.52068857195,114029.4683025561,113319.76404047944,22.26729602536022,3.74887681240042,3.6982873466044563,3.168060840178488,3.1567967020886702,,, +ST,9991.097357360093,9991.097357360093,9922.140634086192,9871.37221638479,2.801245897930489,0.6894987125411937,0.6894987125411937,0.6894987125411937,0.6894987125411937,,, +W+Jets,14710.822213085146,14710.822213085146,14632.074465297448,14569.755961664541,6.201660514423411,1.093099092104202,1.093099092104202,1.093099092104202,1.093099092104202,,, +Z+Jets,21597.004857058182,21597.004857058182,21453.74146222078,21367.30115930057,3.5519579118326683,1.849504349623548,1.7830882388536442,1.7830882388536442,1.7830882388536442,,, +Diboson,936.1606241609028,936.1606241609028,930.7571638443397,927.5041399569494,0.28001420954562,0.0,0.0,0.0,0.0,,, +ggFHbb,224.56874142701201,224.56874142701201,223.62056769434213,222.51728560123743,0.0,0.0,0.0,0.0,0.0,,, +VBFHbb,66.27722451912622,66.27722451912622,66.00733631376538,65.66476989295606,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,63.465766584473805,63.465766584473805,63.16347309829043,62.98984926782434,0.009530140697925599,0.002619549703144971,0.0012476993426627087,0.0012476993426627087,0.0012476993426627087,,, +WHbb,108.86564442012758,108.86564442012758,108.37346398025522,108.13532762314294,0.02740382836175044,0.01889072796189431,0.017130490279462014,0.017130490279462014,0.017130490279462014,,, +ggZHbb,9.5080271296301,9.5080271296301,9.45631134146326,9.41204558779923,0.0008216839630774777,0.0005522268505756501,0.0005522268505756501,0.0005522268505756501,0.0005522268505756501,,, +ttHbb,312.2634270090423,312.2634270090423,310.20534812719706,308.225452629239,0.08971425277743861,0.033321589932733986,0.030909146150935353,0.028308727529409265,0.028308727529409265,,, +HWW,150.72907678953348,150.72907678953348,149.74304835468368,148.6507210554542,1.1416528773754058,0.36044118282734006,0.3285193539868109,0.3259958924466131,0.3121596896008318,,, +Data,1414872.0,1414872.0,,,,50.0,48.0,47.0,46.0,1414872.0,1414872.0,199.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JES_up.csv new file mode 100644 index 00000000..bf387458 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JES_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScore_JES_up >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.9965 +HHbbVV,1.676130328580837,1.676130328580837,1.6757548522012857,1.6755174017437258,0.13433028354464513,0.09450538825563243,0.08213830578349177,0.08202426295699261,0.08154720088163907,,, +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2646782303040833,1.264572593981776,0.09834998785811845,0.06808743230627132,0.05827021332435314,0.05818214022188472,0.05789585305873925,,, +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3324796079223353,1.3322927686557362,0.07057654344287165,0.049042364748195816,0.04261047641768104,0.042557218897316576,0.04247927202205355,,, +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.14574120877309,2.1453802117397194,0.16583772240180628,0.11463604059544186,0.09972243661146263,0.0995777495167181,0.09885663106758233,,, +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03401878632576567,0.034014078043477246,0.0019616421420790018,0.0014818306067049614,0.0008164589502946542,0.0008106495914363834,0.0008030571540739834,,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.760097256521927,20.759327537372858,2.0819811310385576,1.574479079836141,0.6181988397354756,0.6169303787046909,0.6142524588681688,,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.78501103778664,34.783889362401446,3.505120114577967,2.6624259670314006,1.0589954138280955,1.0564031267222196,1.0498488110686224,,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.03499348154814317,0.034986891371333685,0.0012348107309986824,0.0008540138482619146,0.0005195625419919256,0.0005194211467040785,0.0005131814677953049,,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.899812612265276,18.89899725944025,1.922932615706336,1.4563912172872033,0.5646888646294258,0.5635115322409119,0.560966267654851,,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08889022380899324,0.08886420846200346,0.007554452869668866,0.0055344718823293945,0.002921059509862568,0.0029057021339507325,0.002880543439646801,,, +QCD,1117757.9198795073,1251971.716351885,1251682.6046422862,1251519.0665727286,67.42391214132638,10.899094750198353,10.206304916224619,10.206304916224619,10.206304916224619,,, +TT,114729.52068857195,114729.52068857195,114706.15876300249,114683.14121694586,21.952646743163285,4.208600715936339,4.158011250140374,3.4926995718987066,3.465546489973438,,, +ST,9991.097357360093,9991.097357360093,9989.024577587452,9987.966441260009,2.784765045271365,0.6894987125411937,0.6894987125411937,0.6894987125411937,0.6894987125411937,,, +W+Jets,14710.822213085146,14710.822213085146,14707.90486347219,14705.855078584122,6.473491693156398,0.9837214996422988,0.9837214996422988,0.9837214996422988,0.9837214996422988,,, +Z+Jets,21597.004857058182,21597.004857058182,21592.713993914025,21589.977951000445,3.5927602953549855,1.8859000398578956,1.8194839290879918,1.8194839290879918,1.8194839290879918,,, +Diboson,936.1606241609028,936.1606241609028,935.6242769877188,935.6242769877188,0.28001420954562,0.0,0.0,0.0,0.0,,, +ggFHbb,224.56874142701201,224.56874142701201,224.5170485658804,224.45546900141025,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536,,, +VBFHbb,66.27722451912622,66.27722451912622,66.27546093253595,66.27338743540412,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,63.465766584473805,63.465766584473805,63.45579974544757,63.45287399754096,0.011187244243864828,0.004276653249084201,0.0029048028886019396,0.0029048028886019396,0.0029048028886019396,,, +WHbb,108.86564442012758,108.86564442012758,108.84087638332325,108.83414264832638,0.0265653580464974,0.020185906466329482,0.01842566878389719,0.01842566878389719,0.01842566878389719,,, +ggZHbb,9.5080271296301,9.5080271296301,9.505625210234324,9.504521809114898,0.0008216839630774777,0.0005522268505756501,0.0005522268505756501,0.0005522268505756501,0.0005522268505756501,,, +ttHbb,312.2634270090423,312.2634270090423,312.18019451465693,312.12908216023584,0.09340973447146267,0.034853474370609136,0.0324410305888105,0.02984061196728441,0.02984061196728441,,, +HWW,150.72907678953348,150.72907678953348,150.68815304215195,150.65286062054875,1.13826468472929,0.3629432474038131,0.3317988108203208,0.3292065951927017,0.31709806683532915,,, +Data,1414872.0,1414872.0,,,,50.0,48.0,47.0,46.0,1414872.0,1414872.0,199.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JMR_down.csv new file mode 100644 index 00000000..a833ee36 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JMR_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_down >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.9965 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.13691588113126413,0.09656811102155236,0.08413961593737773,0.08401959520432385,0.08354253312897031, +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2618467256927668,1.2597105355923204,0.10011281135786136,0.06953839141459242,0.05960000750940518,0.059515307630749414,0.059225459522719896, +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3290754531862934,1.326456633520162,0.07164770143365777,0.04956338316271827,0.042966904987293685,0.04291364746692922,0.0428357005916662, +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.1397217826630057,2.134657892688486,0.16786885361603987,0.11548926227048607,0.10060977210398259,0.10049514432829734,0.09970453520393954, +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03392488917746438,0.03385106547434957,0.0020216974736900744,0.001518490554402124,0.0008510899330732005,0.0008452805742149296,0.0008341859101203488, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.740910849479715,20.727007927656505,2.125595012655942,1.6055882771630727,0.6342916137906608,0.6329910343897032,0.6303635349430641, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.750944180981556,34.72689350102866,3.5866934016439433,2.721378424665131,1.0927665313966903,1.090041876729277,1.0833689173579804, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.034883938631222695,0.034828787476897716,0.001231783314240109,0.0008559497652063652,0.000521674717110857,0.0005215333218230099,0.0005152936429142362, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.88325592507293,18.87195683641766,1.9718826741790996,1.4942078857883445,0.5839378132066626,0.582806705379028,0.5800573519033891, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08863948905629107,0.08838388941581067,0.007664536128697314,0.005593257162896166,0.002994324476875178,0.0029789671009633426,0.0029538084066594106, +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,68.9281898230905,6.574897104239912,5.882107270266179,5.882107270266179,5.882107270266179, +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,21.319916239181843,3.6336270717895625,3.75029336254596,3.0680668685339536,3.040913786608685, +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,3.0302635755073712,0.6894987125411937,0.6894987125411937,0.6894987125411937,0.6894987125411937, +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,6.167634261707788,1.0689774014457376,1.0689774014457376,1.0689774014457376,1.0689774014457376, +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,3.3702110404659935,1.7318839478612522,1.6654678370913483,1.6654678370913483,1.6654678370913483, +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.28001420954562,0.0,0.0,0.0,0.0, +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536, +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0,0.0,0.0,0.0,0.0, +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.009944224636949293,0.004064956912150873,0.0026931065516686103,0.0026931065516686103,0.0026931065516686103, +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.030496598057091595,0.021126426496269137,0.019366188813836845,0.019366188813836845,0.019366188813836845, +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.0008216839630774777,0.0005522268505756501,0.0005522268505756501,0.0005522268505756501,0.0005522268505756501, +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.08375551859578213,0.03058779614820365,0.028175352366405018,0.025574933744878924,0.025574933744878924, +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,1.1603568177604586,0.3690437879552416,0.33712195911471254,0.33455337435465027,0.32147456762433235, +Data,1414872.0,1414872.0,1414872.0,1414872.0,,50.0,48.0,47.0,46.0,199.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JMR_up.csv new file mode 100644 index 00000000..65f576ee --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JMR_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_up >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.9965 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.12289149102685518,0.08616411886926689,0.07427185608804851,0.07417267361527212,0.07374888677676128, +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2618467256927668,1.2597105355923204,0.0898237686839611,0.06226128037017041,0.05297244007396412,0.05289211953210905,0.05261437807658943, +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3290754531862934,1.326456633520162,0.06399554413818478,0.04440347914480784,0.03800179553518471,0.03794853801482024,0.03787059113955722, +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.1397217826630057,2.134657892688486,0.1527541450837671,0.10516526800248129,0.09093203412406795,0.09073048182564256,0.09007943569055, +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03392488917746438,0.03385106547434957,0.0018474869716816591,0.0013933895573833134,0.0007739676353721983,0.0007681582765139274,0.0007620610521642584, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.740910849479715,20.727007927656505,1.882722635864162,1.4232624589363916,0.5525671486085779,0.5513493642281422,0.549244799407738, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.750944180981556,34.72689350102866,3.1772434087929766,2.411271839953122,0.9504007776205271,0.9486040779527564,0.9424953920951751, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.034883938631222695,0.034828787476897716,0.0011162220386516544,0.0007512289803364763,0.00044113419224511,0.00044099279695726295,0.0004347531180484893, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.88325592507293,18.87195683641766,1.7417736375825117,1.3192180709341859,0.5064540164925362,0.5053247168351408,0.5030947260483594, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08863948905629107,0.08838388941581067,0.0068214575390647125,0.005051049405484184,0.0025647552120093625,0.0025493978360975273,0.0025262550393460583, +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,78.00315459749999,12.277445960169432,11.584656126195698,11.584656126195698,11.584656126195698, +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,22.051413225085852,3.6480675021052993,3.5974780363093353,2.9544353775865946,2.8744461184279215, +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,2.897854785811653,0.8038150546612054,0.8038150546612054,0.8038150546612054,0.8038150546612054, +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,6.366204868633112,1.0979962361978723,1.0979962361978723,1.0979962361978723,1.0979962361978723, +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,3.5957505110306607,1.6480393105886977,1.5816231998187942,1.5816231998187942,1.5816231998187942, +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.0,0.0,0.0,0.0,0.0, +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.0,0.0,0.0,0.0,0.0, +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0,0.0,0.0,0.0,0.0, +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.011656197439886856,0.0065308155387329946,0.005158965178250733,0.005158965178250733,0.005158965178250733, +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.0320274278691871,0.02239880029653761,0.020638562614105314,0.020638562614105314,0.020638562614105314, +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.00028610063665912794,0.00028610063665912794,0.00028610063665912794,0.00028610063665912794,0.00028610063665912794, +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.10492792466205211,0.042448926857649456,0.04003648307585083,0.034650134689543775,0.031797448720775646, +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,1.0665279731117994,0.3335402234335812,0.30602477653655324,0.3017722590778783,0.2918412694762025, +Data,1414872.0,1414872.0,1414872.0,1414872.0,,50.0,48.0,47.0,46.0,199.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JMS_down.csv new file mode 100644 index 00000000..1ddfd68b --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JMS_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_down >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.9965 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.133750914689125,0.09400815036695664,0.08164511675704914,0.08153107393054998,0.08105300012593043, +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2618467256927668,1.2597105355923204,0.09805056826106817,0.06794916810739915,0.05806978938037149,0.05798946883851641,0.05769319336873844, +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3290754531862934,1.326456633520162,0.06982954422611601,0.04880959316566423,0.042321069482444025,0.04226781196207956,0.04218986508681655, +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.1397217826630057,2.134657892688486,0.16506169576911608,0.113893122802385,0.09895403703139771,0.09880934993665319,0.09808361088454898, +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03392488917746438,0.03385106547434957,0.0019554278950413995,0.0014604016035872644,0.0008069168752028566,0.0008011075163445857,0.0007935150789821859, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.740910849479715,20.727007927656505,2.074195944740765,1.5664954014244414,0.6130763398188261,0.6117757604178685,0.6090366960237912, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.750944180981556,34.72689350102866,3.48959432004545,2.647615206990341,1.0526159181020833,1.0500236309962077,1.0433235074643725, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.034883938631222695,0.034828787476897716,0.0012370473153110496,0.0008493676794239371,0.0005103725237653549,0.0005102311284775078,0.0005039914495687342, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.88325592507293,18.87195683641766,1.9165850953396022,1.4507482896740211,0.5600303385146361,0.5588558437694621,0.556318723038652, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08863948905629107,0.08838388941581067,0.007445308966237721,0.00544845243914438,0.002871845204171646,0.002856487828259811,0.002831329133955879, +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,76.23772010436144,6.574897104239912,5.882107270266179,5.882107270266179,5.882107270266179, +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,21.29143475548803,3.982156816752777,3.931567350956813,3.4642774581945024,3.4371243762692334, +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,2.9250203391173644,0.8038150546612054,0.8038150546612054,0.8038150546612054,0.8038150546612054, +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,6.431704559356474,1.087611705501545,1.087611705501545,1.087611705501545,1.087611705501545, +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,3.657105601546428,1.9549801676162084,1.888564056846305,1.888564056846305,1.888564056846305, +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.28001420954562,0.0,0.0,0.0,0.0, +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536, +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0,0.0,0.0,0.0,0.0, +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.010155920973882623,0.004276653249084201,0.0029048028886019396,0.0029048028886019396,0.0029048028886019396, +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.02955607802715194,0.020185906466329482,0.01842566878389719,0.01842566878389719,0.01842566878389719, +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.0008216839630774777,0.0005522268505756501,0.0005522268505756501,0.0005522268505756501,0.0005522268505756501, +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.09095126279051503,0.034558599945810405,0.03214615616401178,0.026759807777704724,0.026759807777704724, +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,1.1512427186070946,0.3618072001108562,0.32988537127032713,0.3273619097301293,0.3161394151542487, +Data,1414872.0,1414872.0,1414872.0,1414872.0,,50.0,48.0,47.0,46.0,199.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JMS_up.csv new file mode 100644 index 00000000..8bae8dec --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passggf_cutflow_JMS_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_up >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.9965 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.13465968155796476,0.09478876125642917,0.08235923628214328,0.08224519345564413,0.08176813138029058, +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2618467256927668,1.2597105355923204,0.09800307034707445,0.06781100550245331,0.05797177232815614,0.05789145178630106,0.057588941830407574, +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3290754531862934,1.326456633520162,0.07108139642969999,0.04906377123223328,0.0424780254475584,0.042424767927193935,0.04234682105193091, +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.1397217826630057,2.134657892688486,0.16589382606716285,0.11483865052197659,0.09985024616097332,0.09970223361734765,0.09901365247704838, +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03392488917746438,0.03385106547434957,0.0019579732489313903,0.0014849602981582618,0.0008217642850073749,0.000815954926149104,0.0008048602620545232, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.740910849479715,20.727007927656505,2.0794348840168535,1.5717818805181232,0.6156257367501107,0.6143979394149578,0.6119278732891177, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.750944180981556,34.72689350102866,3.511532944807463,2.668615549982561,1.0630682855711386,1.0604759984652625,1.053773986156063, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.034883938631222695,0.034828787476897716,0.0012405442634268013,0.0008612839244906776,0.0005257940716596152,0.0005256526763717682,0.0005194129974629945, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.88325592507293,18.87195683641766,1.9249151511133684,1.458337305792044,0.564883796530639,0.5636127760780635,0.5609893700438291, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08863948905629107,0.08838388941581067,0.007425419319440636,0.005418587661085992,0.002843580898223664,0.0028282235223118283,0.0028030648280078967, +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,89.26088885162358,6.574897104239912,5.882107270266179,5.882107270266179,5.882107270266179, +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,21.577534639196962,4.0403348848376215,3.9897454190416584,3.3295855301643225,3.3183213920745045, +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,2.7835384436916413,0.6894987125411937,0.6894987125411937,0.6894987125411937,0.6894987125411937, +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,6.194166774799408,0.9684379148554884,0.9684379148554884,0.9684379148554884,0.9684379148554884, +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,3.363896925291385,1.7342566383466542,1.6678405275767505,1.6678405275767505,1.6678405275767505, +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.28001420954562,0.0,0.0,0.0,0.0, +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536, +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0,0.0,0.0,0.0,0.0, +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.008498817427943391,0.002619549703144971,0.0012476993426627087,0.0012476993426627087,0.0012476993426627087, +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.03213215276328284,0.023545609304316564,0.021785371621884268,0.021785371621884268,0.021785371621884268, +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.0008216839630774777,0.0005522268505756501,0.0005522268505756501,0.0005522268505756501,0.0005522268505756501, +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.08780664652794118,0.032933627015060835,0.0305211832332622,0.027920764611736107,0.027920764611736107, +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,1.1385710865305407,0.35979461036535143,0.328650173781859,0.32612671224166123,0.3122905093958799, +Data,1414872.0,1414872.0,1414872.0,1414872.0,,50.0,48.0,47.0,46.0,199.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow.csv new file mode 100644 index 00000000..edceab74 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.028889303909824096,0.014596486122889154,0.014545339304080068,0.014545339304080068 +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2618467256927668,1.2597105355923204,0.024728078848444864,0.012427451558135284,0.01241120014741751,0.012370905233791387 +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3290754531862934,1.326456633520162,0.0181254194321895,0.008781180125458934,0.008734607330810943,0.008515368213932513 +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.1397217826630057,2.134657892688486,0.036968145658002216,0.017763463621639615,0.01768531463716012,0.017641446457862114 +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03392488917746438,0.03385106547434957,0.0026970631725081236,0.0014810786475581241,0.0014810786475581241,0.0014778704143123779 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.740910849479715,20.727007927656505,4.823186665818232,2.925173276352685,2.922194086914803,2.9134714003066486 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.750944180981556,34.72689350102866,7.872514431070386,4.791072815892962,4.785211957493873,4.770065483095197 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.034883938631222695,0.034828787476897716,0.0013551159454544802,0.0007198517008488766,0.0007170581870048814,0.0007146678954653325 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.88325592507293,18.87195683641766,4.511772571721559,2.7676667526607304,2.764547058411298,2.7558369708262447 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08863948905629107,0.08838388941581067,0.009583067115856492,0.0053004085174770885,0.005293894382820039,0.005267479088817796 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,1.3270895761658708,0.0,0.0,0.0 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.0,0.0,0.0,0.0 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.0,0.0,0.0,0.0 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0313406363497363,0.0,0.0,0.0 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.00024366724863733052,0.0,0.0,0.0 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053 +Data,1414872.0,1414872.0,1414872.0,1414872.0,61.0,7.0,7.0,6.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JER_down.csv new file mode 100644 index 00000000..599f238f --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JER_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.671413160994866,1.6672065519826909,0.028864589275093507,0.01457177148815857,0.014520624669349483,0.014520624669349483,, +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2619443740833618,1.2595120643449336,0.024734485655623153,0.012432303435195335,0.01241605202447756,0.012375757110851435,, +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3294823636754307,1.3264512910132678,0.018170883991164417,0.008826644684433851,0.008780071889785862,0.00856083277290743,, +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.140110980291475,2.1341285226103426,0.03700484643090604,0.017759620119843784,0.017681471135364293,0.017637602956066287,, +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.033924821748091125,0.033835292174518944,0.0026991962166684194,0.0014810786475581241,0.0014810786475581241,0.0014778704143123779,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.742276536413833,20.727523290457565,4.823306734871726,2.9253169082145067,2.922337718776624,2.9136150321684697,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.75268707636393,34.72713157266033,7.872779966537409,4.791051752257207,4.785190893858118,4.770044419459443,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.034870615332746886,0.034799811772878844,0.0013537377480344046,0.000718473503428801,0.0007156799895848059,0.000713289698045257,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.8853036360409,18.87351206891294,4.51205264464955,2.7678365421489284,2.7647168478994946,2.756000644433048,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.088656652708224,0.08837484424937994,0.009583288965529575,0.005300630367150174,0.0052941162324931235,0.005267700938490881,, +QCD,1117757.9198795073,1251971.716351885,1247569.2563443747,1244241.2895729458,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743,, +TT,114729.52068857195,114729.52068857195,114309.11741675786,113880.99428785002,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174,, +ST,9991.097357360093,9991.097357360093,9952.550898761065,9922.252662966415,1.3270895761658708,0.0,0.0,0.0,, +W+Jets,14710.822213085146,14710.822213085146,14670.207513918298,14635.076456643055,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518,, +Z+Jets,21597.004857058182,21597.004857058182,21520.342568735658,21471.347787777064,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904,, +Diboson,936.1606241609028,936.1606241609028,934.1584206040213,932.1822112933119,0.0,0.0,0.0,0.0,, +ggFHbb,224.56874142701201,224.56874142701201,224.02968880433406,223.30598847245,0.0,0.0,0.0,0.0,, +VBFHbb,66.27722451912622,66.27722451912622,66.12891712313305,65.94436262293111,0.0313406363497363,0.0,0.0,0.0,, +ZHbb,63.465766584473805,63.465766584473805,63.32995290467089,63.23930009367292,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,, +WHbb,108.86564442012758,108.86564442012758,108.64337241312307,108.51513014986577,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274,, +ggZHbb,9.5080271296301,9.5080271296301,9.480593256960656,9.454908466117434,0.00024366724863733052,0.0,0.0,0.0,, +ttHbb,312.2634270090423,312.2634270090423,311.08860162114195,309.8926151597943,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334,, +HWW,150.72907678953348,150.72907678953348,150.1141335814762,149.4108853239785,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053,, +Data,1414872.0,1414872.0,,,61.0,7.0,7.0,6.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JER_up.csv new file mode 100644 index 00000000..dc0c66b6 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JER_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.6709099393660427,1.6672443971869404,0.028876607084854497,0.014583789297919557,0.014532642479110472,0.014532642479110472,, +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2615043790201776,1.2594839199156975,0.02473564506240636,0.0124301880957808,0.012413936685063026,0.012373641771436902,, +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3287072451979367,1.3262024089084452,0.018126574542370606,0.00878233523564004,0.00873576244099205,0.00851652332411362,, +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.1395602785254177,2.135088538056755,0.036968145658002216,0.017763463621639615,0.01768531463716012,0.017641446457862114,, +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03392066619570052,0.03385693686252096,0.002697974025757566,0.0014810786475581241,0.0014810786475581241,0.0014778704143123779,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.73936620680514,20.725053995083915,4.8226920620937035,2.9248397840000866,2.921860594562205,2.9131379079540505,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.745830024675186,34.72232429758777,7.871272126626176,4.790418803345,4.784557944945911,4.769411470547237,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.03487892569553672,0.034818203039090424,0.0013551159454544802,0.0007198517008488766,0.0007170581870048814,0.0007146678954653325,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.881339862897445,18.870516294954562,4.511449920192905,2.7674638474495414,2.764344153200107,2.7556340656150544,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08865461665925986,0.08847362914093906,0.009586139413338381,0.0053008743147971845,0.005294360180140134,0.0052679448861378915,, +QCD,1117757.9198795073,1251971.716351885,1247749.91820995,1244813.4082957197,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743,, +TT,114729.52068857195,114729.52068857195,114437.97026728191,114132.08746619607,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174,, +ST,9991.097357360093,9991.097357360093,9961.00046905086,9938.240034904185,1.3270895761658708,0.0,0.0,0.0,, +W+Jets,14710.822213085146,14710.822213085146,14670.386968672208,14643.532361751837,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518,, +Z+Jets,21597.004857058182,21597.004857058182,21527.43054513457,21486.385080340002,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904,, +Diboson,936.1606241609028,936.1606241609028,932.1843657435936,930.3708375626252,0.0,0.0,0.0,0.0,, +ggFHbb,224.56874142701201,224.56874142701201,224.0890706789042,223.6905964784125,0.0,0.0,0.0,0.0,, +VBFHbb,66.27722451912622,66.27722451912622,66.158353933224,66.05208234932266,0.0313406363497363,0.0,0.0,0.0,, +ZHbb,63.465766584473805,63.465766584473805,63.28863350654419,63.18969796746182,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,, +WHbb,108.86564442012758,108.86564442012758,108.59950330312063,108.482473694838,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274,, +ggZHbb,9.5080271296301,9.5080271296301,9.48581603967797,9.468074681719918,0.00024366724863733052,0.0,0.0,0.0,, +ttHbb,312.2634270090423,312.2634270090423,311.30158920167617,310.42204762583594,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334,, +HWW,150.72907678953348,150.72907678953348,150.30305058855018,149.8340750587529,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053,, +Data,1414872.0,1414872.0,,,61.0,7.0,7.0,6.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JES_down.csv new file mode 100644 index 00000000..ed2c8570 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JES_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.6666139971059066,1.6591154859894288,0.028851892450123914,0.01455907466318897,0.014507927844379886,0.014507927844379886,, +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.258682643328564,1.2542619870427407,0.024724305731782237,0.012426136451754442,0.012409885041036668,0.012369590127410545,, +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.326301668406802,1.3210664369255933,0.01812059915562118,0.008781180125458934,0.008734607330810943,0.008515368213932513,, +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.133248092094022,2.1225341348193916,0.0369212925735911,0.017759620119843784,0.017681471135364293,0.017637602956066287,, +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03383336419098479,0.033682252519826934,0.0026909390187644356,0.0014792719195082693,0.0014792719195082693,0.001476063686262523,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.72007690504204,20.691431230911157,4.821057502562488,2.9244270796355822,2.9214478901977006,2.912751206825625,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.713638841038545,34.66551485562907,7.870016223863916,4.789743729309418,4.783882870910328,4.7687363965116525,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.034775113179428316,0.03464415101840471,0.0013515427015190725,0.000718473503428801,0.0007156799895848059,0.000713289698045257,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.86608712155698,18.84412655163469,4.510267602910979,2.766989816765536,2.7638701225161024,2.755160034931049,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08840542303607321,0.08793676925528332,0.009567670375735589,0.00529048424330867,0.0052839701086516205,0.005257554814649378,, +QCD,1117757.9198795073,1251971.716351885,1243348.6381278953,1237229.9947820366,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743,, +TT,114729.52068857195,114729.52068857195,114029.4683025561,113319.76404047944,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174,, +ST,9991.097357360093,9991.097357360093,9922.140634086192,9871.37221638479,1.3270895761658708,0.0,0.0,0.0,, +W+Jets,14710.822213085146,14710.822213085146,14632.074465297448,14569.755961664541,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518,, +Z+Jets,21597.004857058182,21597.004857058182,21453.74146222078,21367.30115930057,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904,, +Diboson,936.1606241609028,936.1606241609028,930.7571638443397,927.5041399569494,0.0,0.0,0.0,0.0,, +ggFHbb,224.56874142701201,224.56874142701201,223.62056769434213,222.51728560123743,0.0,0.0,0.0,0.0,, +VBFHbb,66.27722451912622,66.27722451912622,66.00733631376538,65.66476989295606,0.0313406363497363,0.0,0.0,0.0,, +ZHbb,63.465766584473805,63.465766584473805,63.16347309829043,62.98984926782434,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,, +WHbb,108.86564442012758,108.86564442012758,108.37346398025522,108.13532762314294,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274,, +ggZHbb,9.5080271296301,9.5080271296301,9.45631134146326,9.41204558779923,0.00024366724863733052,0.0,0.0,0.0,, +ttHbb,312.2634270090423,312.2634270090423,310.20534812719706,308.225452629239,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334,, +HWW,150.72907678953348,150.72907678953348,149.74304835468368,148.6507210554542,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053,, +Data,1414872.0,1414872.0,,,61.0,7.0,7.0,6.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JES_up.csv new file mode 100644 index 00000000..8f7a16fe --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JES_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.6757548522012857,1.6755174017437258,0.028904271422584775,0.014610943746887255,0.014559796928078168,0.014559796928078168,, +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2646782303040833,1.264572593981776,0.024746294562801162,0.01243712197240951,0.012420870561691735,0.012380575648065613,, +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3324796079223353,1.3322927686557362,0.018170883991164417,0.008826644684433851,0.008780071889785862,0.00856083277290743,, +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.14574120877309,2.1453802117397194,0.0370103719853517,0.017763463621639615,0.01768531463716012,0.017641446457862114,, +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03401878632576567,0.034014078043477246,0.002700381454203058,0.0014810786475581241,0.0014810786475581241,0.0014778704143123779,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.760097256521927,20.759327537372858,4.824915652087941,2.9256338786696747,2.9226546892317926,2.9139068535464756,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.78501103778664,34.783889362401446,7.874619354223218,4.791841952107406,4.785981093708317,4.7708346193096425,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.03499348154814317,0.034986891371333685,0.001355250190285524,0.0007199859456799204,0.0007171924318359253,0.0007148021402963764,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.899812612265276,18.89899725944025,4.513468774329743,2.7685210997012617,2.7654014054518283,2.756685201985381,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08889022380899324,0.08886420846200346,0.009612227933888245,0.005319392064791039,0.005312877930133989,0.005286462636131747,, +QCD,1117757.9198795073,1251971.716351885,1251682.6046422862,1251519.0665727286,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743,, +TT,114729.52068857195,114729.52068857195,114706.15876300249,114683.14121694586,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174,, +ST,9991.097357360093,9991.097357360093,9989.024577587452,9987.966441260009,1.3270895761658708,0.0,0.0,0.0,, +W+Jets,14710.822213085146,14710.822213085146,14707.90486347219,14705.855078584122,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518,, +Z+Jets,21597.004857058182,21597.004857058182,21592.713993914025,21589.977951000445,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904,, +Diboson,936.1606241609028,936.1606241609028,935.6242769877188,935.6242769877188,0.0,0.0,0.0,0.0,, +ggFHbb,224.56874142701201,224.56874142701201,224.5170485658804,224.45546900141025,0.0,0.0,0.0,0.0,, +VBFHbb,66.27722451912622,66.27722451912622,66.27546093253595,66.27338743540412,0.0313406363497363,0.0,0.0,0.0,, +ZHbb,63.465766584473805,63.465766584473805,63.45579974544757,63.45287399754096,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,, +WHbb,108.86564442012758,108.86564442012758,108.84087638332325,108.83414264832638,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274,, +ggZHbb,9.5080271296301,9.5080271296301,9.505625210234324,9.504521809114898,0.00024366724863733052,0.0,0.0,0.0,, +ttHbb,312.2634270090423,312.2634270090423,312.18019451465693,312.12908216023584,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334,, +HWW,150.72907678953348,150.72907678953348,150.68815304215195,150.65286062054875,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053,, +Data,1414872.0,1414872.0,,,61.0,7.0,7.0,6.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JMR_down.csv new file mode 100644 index 00000000..edceab74 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JMR_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.028889303909824096,0.014596486122889154,0.014545339304080068,0.014545339304080068 +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2618467256927668,1.2597105355923204,0.024728078848444864,0.012427451558135284,0.01241120014741751,0.012370905233791387 +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3290754531862934,1.326456633520162,0.0181254194321895,0.008781180125458934,0.008734607330810943,0.008515368213932513 +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.1397217826630057,2.134657892688486,0.036968145658002216,0.017763463621639615,0.01768531463716012,0.017641446457862114 +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03392488917746438,0.03385106547434957,0.0026970631725081236,0.0014810786475581241,0.0014810786475581241,0.0014778704143123779 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.740910849479715,20.727007927656505,4.823186665818232,2.925173276352685,2.922194086914803,2.9134714003066486 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.750944180981556,34.72689350102866,7.872514431070386,4.791072815892962,4.785211957493873,4.770065483095197 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.034883938631222695,0.034828787476897716,0.0013551159454544802,0.0007198517008488766,0.0007170581870048814,0.0007146678954653325 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.88325592507293,18.87195683641766,4.511772571721559,2.7676667526607304,2.764547058411298,2.7558369708262447 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08863948905629107,0.08838388941581067,0.009583067115856492,0.0053004085174770885,0.005293894382820039,0.005267479088817796 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,1.3270895761658708,0.0,0.0,0.0 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.0,0.0,0.0,0.0 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.0,0.0,0.0,0.0 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0313406363497363,0.0,0.0,0.0 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.00024366724863733052,0.0,0.0,0.0 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053 +Data,1414872.0,1414872.0,1414872.0,1414872.0,61.0,7.0,7.0,6.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JMR_up.csv new file mode 100644 index 00000000..edceab74 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JMR_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.028889303909824096,0.014596486122889154,0.014545339304080068,0.014545339304080068 +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2618467256927668,1.2597105355923204,0.024728078848444864,0.012427451558135284,0.01241120014741751,0.012370905233791387 +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3290754531862934,1.326456633520162,0.0181254194321895,0.008781180125458934,0.008734607330810943,0.008515368213932513 +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.1397217826630057,2.134657892688486,0.036968145658002216,0.017763463621639615,0.01768531463716012,0.017641446457862114 +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03392488917746438,0.03385106547434957,0.0026970631725081236,0.0014810786475581241,0.0014810786475581241,0.0014778704143123779 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.740910849479715,20.727007927656505,4.823186665818232,2.925173276352685,2.922194086914803,2.9134714003066486 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.750944180981556,34.72689350102866,7.872514431070386,4.791072815892962,4.785211957493873,4.770065483095197 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.034883938631222695,0.034828787476897716,0.0013551159454544802,0.0007198517008488766,0.0007170581870048814,0.0007146678954653325 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.88325592507293,18.87195683641766,4.511772571721559,2.7676667526607304,2.764547058411298,2.7558369708262447 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08863948905629107,0.08838388941581067,0.009583067115856492,0.0053004085174770885,0.005293894382820039,0.005267479088817796 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,1.3270895761658708,0.0,0.0,0.0 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.0,0.0,0.0,0.0 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.0,0.0,0.0,0.0 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0313406363497363,0.0,0.0,0.0 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.00024366724863733052,0.0,0.0,0.0 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053 +Data,1414872.0,1414872.0,1414872.0,1414872.0,61.0,7.0,7.0,6.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JMS_down.csv new file mode 100644 index 00000000..edceab74 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JMS_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.028889303909824096,0.014596486122889154,0.014545339304080068,0.014545339304080068 +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2618467256927668,1.2597105355923204,0.024728078848444864,0.012427451558135284,0.01241120014741751,0.012370905233791387 +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3290754531862934,1.326456633520162,0.0181254194321895,0.008781180125458934,0.008734607330810943,0.008515368213932513 +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.1397217826630057,2.134657892688486,0.036968145658002216,0.017763463621639615,0.01768531463716012,0.017641446457862114 +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03392488917746438,0.03385106547434957,0.0026970631725081236,0.0014810786475581241,0.0014810786475581241,0.0014778704143123779 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.740910849479715,20.727007927656505,4.823186665818232,2.925173276352685,2.922194086914803,2.9134714003066486 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.750944180981556,34.72689350102866,7.872514431070386,4.791072815892962,4.785211957493873,4.770065483095197 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.034883938631222695,0.034828787476897716,0.0013551159454544802,0.0007198517008488766,0.0007170581870048814,0.0007146678954653325 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.88325592507293,18.87195683641766,4.511772571721559,2.7676667526607304,2.764547058411298,2.7558369708262447 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08863948905629107,0.08838388941581067,0.009583067115856492,0.0053004085174770885,0.005293894382820039,0.005267479088817796 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,1.3270895761658708,0.0,0.0,0.0 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.0,0.0,0.0,0.0 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.0,0.0,0.0,0.0 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0313406363497363,0.0,0.0,0.0 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.00024366724863733052,0.0,0.0,0.0 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053 +Data,1414872.0,1414872.0,1414872.0,1414872.0,61.0,7.0,7.0,6.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JMS_up.csv new file mode 100644 index 00000000..edceab74 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2017/passvbf_cutflow_JMS_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.028889303909824096,0.014596486122889154,0.014545339304080068,0.014545339304080068 +ggHH_kl_2p45_kt_1_HHbbVV,1.264909243644536,1.264909243644536,1.2618467256927668,1.2597105355923204,0.024728078848444864,0.012427451558135284,0.01241120014741751,0.012370905233791387 +ggHH_kl_5_kt_1_HHbbVV,1.3326632776423553,1.3326632776423553,1.3290754531862934,1.326456633520162,0.0181254194321895,0.008781180125458934,0.008734607330810943,0.008515368213932513 +ggHH_kl_0_kt_1_HHbbVV,2.1462080925701774,2.1462080925701774,2.1397217826630057,2.134657892688486,0.036968145658002216,0.017763463621639615,0.01768531463716012,0.017641446457862114 +VBFHHbbVV,0.034024377674540085,0.034024377674540085,0.03392488917746438,0.03385106547434957,0.0026970631725081236,0.0014810786475581241,0.0014810786475581241,0.0014778704143123779 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,20.76198779204722,20.76198779204722,20.740910849479715,20.727007927656505,4.823186665818232,2.925173276352685,2.922194086914803,2.9134714003066486 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,34.78860657736119,34.78860657736119,34.750944180981556,34.72689350102866,7.872514431070386,4.791072815892962,4.785211957493873,4.770065483095197 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.03499528349928152,0.03499528349928152,0.034883938631222695,0.034828787476897716,0.0013551159454544802,0.0007198517008488766,0.0007170581870048814,0.0007146678954653325 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,18.901746176077005,18.901746176077005,18.88325592507293,18.87195683641766,4.511772571721559,2.7676667526607304,2.764547058411298,2.7558369708262447 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.08890353276162892,0.08890353276162892,0.08863948905629107,0.08838388941581067,0.009583067115856492,0.0053004085174770885,0.005293894382820039,0.005267479088817796 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,1.3270895761658708,0.0,0.0,0.0 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.0,0.0,0.0,0.0 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.0,0.0,0.0,0.0 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0313406363497363,0.0,0.0,0.0 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.00024366724863733052,0.0,0.0,0.0 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053 +Data,1414872.0,1414872.0,1414872.0,1414872.0,61.0,7.0,7.0,6.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow.csv new file mode 100644 index 00000000..880b3644 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.5617368524345282,0.5607970139226898,0.5573700773903076 +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.320268693885609,1.317661563936538,0.46061746713406093,0.4596007721572231,0.45673035700528963 +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4509117411902488,1.4474730227963224,0.6566313152664905,0.6556857702541197,0.6520700994038799 +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1452512033910387,2.140229256085729,0.7182379706796252,0.7168157779791101,0.7122695869485213 +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.0392446647475824,0.0391236948975489,0.013882599660633996,0.013806289639697246,0.013719079290650728 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.774035901931246,25.75627430229965,6.878922424973372,6.864342461045584,6.825511328764037 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.92006974864868,42.88501620424844,11.51162279770742,11.485899613187154,11.411539005800183 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.04090476204464955,0.0407915993104881,0.019964603140325967,0.01990145436347911,0.019748495995832623 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.603086216191194,23.587709054991066,6.29158188590659,6.278575639853176,6.240625776116714 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.09991840064110012,0.0996159467238734,0.030716007347018928,0.03064724680562142,0.030440440489967115 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,963807.4940357904,962218.4914664594,957982.47779008 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,101312.23410597659,90377.41441300801,79853.26439953287 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,9151.885931034849,8321.34136874015,7426.929736077712 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,13176.130441631436,13146.478662709551,13104.588662885313 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,13017.869943463393,12985.611026350962,12914.66923212525 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,587.0680898927101,557.5319556980061,523.647226299036 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,73.82532993263385,73.64806912590342,73.2852955928284 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,21.048785848640396,20.93471737112549,20.769600265060213 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,20.859058066676788,20.803330053748,20.619405874749955 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,39.43506289899327,39.33553647106322,39.01527548269555 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,4.348167895135202,4.333901804262872,4.2989039675099745 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,225.23463133385022,198.69058056876503,172.2719009739104 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,139.29958230013366,115.70565764944601,95.45061057128318 +Data,1383108.0,1383108.0,1383108.0,1383108.0,1137620.0,1122321.0,1106195.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JER_down.csv new file mode 100644 index 00000000..6e1daa36 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JER_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.701785185949453,1.6976235820778385,0.5620225031132182,0.5610826646013798,0.5576335026389184,, +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.3205293308077524,1.317980748116613,0.46076631931364276,0.45974986759039427,0.4568787487278689,, +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4510057503735083,1.4476621550387372,0.6566886871787664,0.6557436407236782,0.6521279698734386,, +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1456179369130273,2.140772836065327,0.7187113571718415,0.7172694449917625,0.7127088734862455,, +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.039277105913924984,0.03916008899348275,0.013891349599549522,0.013815039578612773,0.013727829229566257,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.77634533952281,25.75902470704993,6.879085008624651,6.864506439049181,6.825674235054838,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.926169985233535,42.89194332237059,11.514708073333303,11.488984888813034,11.414205585371475,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.040927888352451404,0.040821953503836245,0.01999336133156297,0.019930212554716106,0.01977613123962369,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.605658170508423,23.59112496839741,6.2928307207942105,6.279824474740796,6.241885330111124,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.09995365620281188,0.09963693373490615,0.03073684742493797,0.030668086883540467,0.03046128056788616,, +QCD,1126208.5372077704,1204990.9790546382,1200738.052316178,1197558.877157514,963994.2670228004,962405.1298120443,958162.1980820333,, +TT,126178.01663528237,126178.01663528237,125721.86252072458,125249.58535996148,101286.7670265617,90362.74437509803,79850.90258740532,, +ST,11213.018738828063,11213.018738828063,11168.452048314444,11140.719505951973,9151.929386467571,8321.100328153758,7425.886555580626,, +W+Jets,15930.077126498532,15930.077126498532,15881.107695718065,15842.384142944156,13179.08817800441,13149.436399082522,13107.53591830511,, +Z+Jets,22772.15825578505,22772.15825578505,22689.51909652289,22638.01021402513,13022.07631832421,12989.817401211776,12918.847653815132,, +Diboson,1008.665041486354,1008.665041486354,1005.0573352561039,1001.5335960272366,586.0809739165676,556.5448397218636,522.6601103228935,, +ggFHbb,223.1087799478259,223.1087799478259,222.71968015957236,221.89439691067292,73.85305179343185,73.6757909867014,73.31301745362641,, +VBFHbb,71.28205035333777,71.28205035333777,71.08197998191031,70.88904592719425,21.026843761979066,20.91277528446416,20.74765817839888,, +ZHbb,67.12062616739404,67.12062616739404,66.95505508866002,66.85027969634586,20.859271894649346,20.80354388172056,20.61966676801028,, +WHbb,116.35029311753367,116.35029311753367,116.09016021113949,115.97731768365011,39.45336260766084,39.35392454143174,39.03358884076156,, +ggZHbb,10.311005316400479,10.311005316400479,10.28303977032229,10.258567730652926,4.348672916123582,4.334406825251252,4.299421837063187,, +ttHbb,354.83801865944884,354.83801865944884,353.4782835063519,351.99796261301265,225.22777640402904,198.68211654309644,172.27309435418897,, +HWW,172.07437391871363,172.07437391871363,171.39708029390346,170.57519080446693,139.24145868258833,115.67908908804638,95.41940381809495,, +Data,1383108.0,1383108.0,,,1137620.0,1122321.0,1106195.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JER_up.csv new file mode 100644 index 00000000..54f352e4 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JER_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.7013385194247648,1.6968562725452987,0.5616323796229203,0.5606925411110819,0.5572738464272029,, +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.3199485321453277,1.3172305214118927,0.4604170455374531,0.4594005523022032,0.4565315570839793,, +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4506590439414464,1.447183638241645,0.656335112177244,0.6553895671648733,0.6517681754879988,, +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1449347408091266,2.1396830183260027,0.7180902285800657,0.7166680358795506,0.7121202857665893,, +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.039239450664272105,0.039121885409098195,0.013881839595821335,0.013805529574884585,0.01371831922583807,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.7706457909178,25.75278049731667,6.877466273678896,6.862890106405116,6.824058974123568,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.91561142064744,42.88083142315535,11.511295817596435,11.48570977083995,11.411346062389336,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.040881686129010684,0.04077054391692691,0.01994804186436877,0.01988489308752191,0.019731934719875426,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.600937356829764,23.58456212433502,6.290338249114044,6.277333147379957,6.2394555920991035,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.0999103447043077,0.09957660932693446,0.030725307156327233,0.03065272127777808,0.030445914962123774,, +QCD,1126208.5372077704,1204990.9790546382,1200382.012896498,1196872.1266944017,963391.5322925836,961802.5297232523,957581.6532729592,, +TT,126178.01663528237,126178.01663528237,125746.98835116654,125293.22760802964,101325.98559534259,90382.71616835098,79850.00506250892,, +ST,11213.018738828063,11213.018738828063,11168.928717403302,11142.405760436903,9153.295190506544,8322.492755326817,7427.2314390106385,, +W+Jets,15930.077126498532,15930.077126498532,15875.910881821987,15834.447832733507,13171.752441725583,13142.1006628037,13100.230447438887,, +Z+Jets,22772.15825578505,22772.15825578505,22683.690019930553,22627.89307859461,13015.94719027948,12983.670973805292,12912.594420613917,, +Diboson,1008.665041486354,1008.665041486354,1005.8693429051912,1002.8762851988342,586.8449724538984,557.3088382591943,523.4241088602241,, +ggFHbb,223.1087799478259,223.1087799478259,222.72256516683834,221.885637181582,73.85557850246693,73.6783176957365,73.3155441626615,, +VBFHbb,71.28205035333777,71.28205035333777,71.09353616711309,70.92054851701442,21.039388291905816,20.92531981439091,20.760009187407967,, +ZHbb,67.12062616739404,67.12062616739404,66.91738349689737,66.80075080682559,20.84147570358941,20.785986978399492,20.602121163849077,, +WHbb,116.35029311753367,116.35029311753367,116.02018260223909,115.8886531559248,39.43341061646057,39.33388418853052,39.01362320016284,, +ggZHbb,10.311005316400479,10.311005316400479,10.280393102764487,10.256855442553917,4.348260655817542,4.333994564945213,4.298989621127662,, +ttHbb,354.83801865944884,354.83801865944884,353.41729440378543,352.01734089665155,225.24827457217864,198.68769059692127,172.26462824682525,, +HWW,172.07437391871363,172.07437391871363,171.4077847036248,170.61905764119348,139.2619927825572,115.66973682260304,95.40691583677669,, +Data,1383108.0,1383108.0,,,1137620.0,1122321.0,1106195.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JES_down.csv new file mode 100644 index 00000000..db94c0ac --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JES_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.6956488206244413,1.6870219762186835,0.5576064418162486,0.5566714046449426,0.5532827601351938,, +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.3165197593868019,1.3110214829059383,0.45791881757231523,0.4569029936710159,0.45405884752805664,, +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4462305900962389,1.4392955507192307,0.652317382427084,0.6513733342396757,0.6477620938460668,, +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.137570596615636,2.1263297666407253,0.7131568967672767,0.7117547398162564,0.7072856631134897,, +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.03908003702313971,0.03885051323503232,0.013784367175838664,0.01370872731370893,0.013621516964662413,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.742252257394117,25.704945059660464,6.860909867112294,6.846342353521004,6.8077182295835446,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.8629150243242,42.79297341024497,11.480738864191656,11.45520579291658,11.381404656050226,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.04073303080960986,0.0405174122694524,0.019825698921773525,0.019762714459805736,0.01960981946325574,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.573988818796686,23.541072415448003,6.274631989213376,6.261698336534829,6.224029169382853,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.09962742189198046,0.09895818332933407,0.03053537074331515,0.03046684870362764,0.030264226223320215,, +QCD,1126208.5372077704,1204990.9790546382,1195580.4197497359,1188493.8378485164,956568.6094957317,954999.9544626558,950817.0274845026,, +TT,126178.01663528237,126178.01663528237,125277.51309674431,124328.8175008741,100529.65721549584,89704.4926932598,79292.65828902826,, +ST,11213.018738828063,11213.018738828063,11119.661879992498,11058.864901644467,9082.442629881198,8261.23643206665,7374.545835472145,, +W+Jets,15930.077126498532,15930.077126498532,15826.798062580072,15744.192115021908,13097.030870784838,13067.59627665905,13026.22738243096,, +Z+Jets,22772.15825578505,22772.15825578505,22591.343797623595,22477.3522387971,12932.661138642598,12900.664713706423,12830.323032017795,, +Diboson,1008.665041486354,1008.665041486354,1001.555468829989,995.7367767362746,583.1209416604997,553.879699334339,520.0120790581569,, +ggFHbb,223.1087799478259,223.1087799478259,222.20721408699214,220.60052287185852,73.53310451199403,73.35584370526358,72.99599309555967,, +VBFHbb,71.28205035333777,71.28205035333777,70.93247270180143,70.49767611071601,20.897948573357844,20.78388009584294,20.6195755455181,, +ZHbb,67.12062616739404,67.12062616739404,66.73802979718431,66.52688948307338,20.72475387121409,20.669265146024166,20.48588828654088,, +WHbb,116.35029311753367,116.35029311753367,115.70531888025883,115.43919849488618,39.233447332788046,39.134060724000584,38.81485606242783,, +ggZHbb,10.311005316400479,10.311005316400479,10.25139710473921,10.200185500756241,4.32698056535032,4.312749533410825,4.277769779296909,, +ttHbb,354.83801865944884,354.83801865944884,351.98243580111443,349.16857078942746,223.33465319369287,197.0876869118622,170.92979930340212,, +HWW,172.07437391871363,172.07437391871363,170.7911521048616,169.23726416010865,138.07611731548747,114.73761241687579,94.69663703439863,, +Data,1383108.0,1383108.0,,,1137620.0,1122321.0,1106195.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JES_up.csv new file mode 100644 index 00000000..44aa5a02 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JES_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.7065851517004555,1.706563929098256,0.565340244469947,0.5643750267567398,0.5609078506591658,, +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.3238260860955682,1.3238113768401185,0.4632432565928342,0.46222512162107876,0.45934472891565126,, +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4539716292322553,1.4539676056039448,0.6597227260382188,0.6587771810258479,0.6551561286397821,, +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1525633184608575,2.1524763726481866,0.7232743102020374,0.7218302126939153,0.7172486402816056,, +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.03938017151233662,0.03937996600461599,0.013982907233979696,0.013906597213042946,0.013815302329622489,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.80277015575159,25.802680847596257,6.894367584255793,6.879684094610045,6.840729652715039,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.972382254621955,42.97195112150606,11.543990840008384,11.518095025448634,11.44309753209957,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.04105557177629756,0.041051515857750465,0.020111911496818378,0.02004876271997152,0.019894681404879107,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.628576183635968,23.628432061958964,6.305664243164145,6.292641418851924,6.254589006547268,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.10023322280037315,0.10023322280037315,0.030976526866919242,0.030903421285308,0.030682095884588947,, +QCD,1126208.5372077704,1204990.9790546382,1204968.588130011,1204955.485744056,969955.1761521152,968353.347858271,964066.9968496168,, +TT,126178.01663528237,126178.01663528237,126174.28689269017,126170.12612420504,102041.45223617145,91005.63307566212,80372.62304244752,, +ST,11213.018738828063,11213.018738828063,11212.048811462337,11211.655393615407,9211.58553800169,8372.060414461577,7469.640696226439,, +W+Jets,15930.077126498532,15930.077126498532,15929.567731787893,15929.209710016235,13253.834368638529,13223.96049527209,13181.814020197018,, +Z+Jets,22772.15825578505,22772.15825578505,22771.53543504107,22770.964652224375,13094.865603482669,13062.50359351143,12990.880633796216,, +Diboson,1008.665041486354,1008.665041486354,1008.6552751889706,1008.6552751889706,590.6554392055764,559.7869976444001,525.8708430233122,, +ggFHbb,223.1087799478259,223.1087799478259,223.1087799478259,223.10648942140045,74.28940374812589,74.11086476428893,73.74809123121392,, +VBFHbb,71.28205035333777,71.28205035333777,71.28205035333777,71.28205035333777,21.14102453338168,21.026956055866776,20.861645428883833,, +ZHbb,67.12062616739404,67.12062616739404,67.12052250655093,67.12052250655093,20.964423432970698,20.908695420041912,20.72346157309468,, +WHbb,116.35029311753367,116.35029311753367,116.34265009656505,116.33875840971054,39.621137674269235,39.5216112463392,39.19692709633989,, +ggZHbb,10.311005316400479,10.311005316400479,10.310920939333991,10.310900618783364,4.372806874567642,4.358540783695313,4.322922723947651,, +ttHbb,354.83801865944884,354.83801865944884,354.82351614889456,354.81594162326763,227.18408926304707,200.34891255643097,173.63367681394365,, +HWW,172.07437391871363,172.07437391871363,172.07336962048205,172.06752156096098,140.45453823202814,116.65136782778039,96.179195733264,, +Data,1383108.0,1383108.0,,,1137620.0,1122321.0,1106195.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JMR_down.csv new file mode 100644 index 00000000..880b3644 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JMR_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.5617368524345282,0.5607970139226898,0.5573700773903076 +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.320268693885609,1.317661563936538,0.46061746713406093,0.4596007721572231,0.45673035700528963 +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4509117411902488,1.4474730227963224,0.6566313152664905,0.6556857702541197,0.6520700994038799 +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1452512033910387,2.140229256085729,0.7182379706796252,0.7168157779791101,0.7122695869485213 +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.0392446647475824,0.0391236948975489,0.013882599660633996,0.013806289639697246,0.013719079290650728 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.774035901931246,25.75627430229965,6.878922424973372,6.864342461045584,6.825511328764037 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.92006974864868,42.88501620424844,11.51162279770742,11.485899613187154,11.411539005800183 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.04090476204464955,0.0407915993104881,0.019964603140325967,0.01990145436347911,0.019748495995832623 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.603086216191194,23.587709054991066,6.29158188590659,6.278575639853176,6.240625776116714 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.09991840064110012,0.0996159467238734,0.030716007347018928,0.03064724680562142,0.030440440489967115 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,963807.4940357904,962218.4914664594,957982.47779008 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,101312.23410597659,90377.41441300801,79853.26439953287 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,9151.885931034849,8321.34136874015,7426.929736077712 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,13176.130441631436,13146.478662709551,13104.588662885313 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,13017.869943463393,12985.611026350962,12914.66923212525 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,587.0680898927101,557.5319556980061,523.647226299036 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,73.82532993263385,73.64806912590342,73.2852955928284 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,21.048785848640396,20.93471737112549,20.769600265060213 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,20.859058066676788,20.803330053748,20.619405874749955 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,39.43506289899327,39.33553647106322,39.01527548269555 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,4.348167895135202,4.333901804262872,4.2989039675099745 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,225.23463133385022,198.69058056876503,172.2719009739104 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,139.29958230013366,115.70565764944601,95.45061057128318 +Data,1383108.0,1383108.0,1383108.0,1383108.0,1137620.0,1122321.0,1106195.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JMR_up.csv new file mode 100644 index 00000000..880b3644 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JMR_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.5617368524345282,0.5607970139226898,0.5573700773903076 +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.320268693885609,1.317661563936538,0.46061746713406093,0.4596007721572231,0.45673035700528963 +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4509117411902488,1.4474730227963224,0.6566313152664905,0.6556857702541197,0.6520700994038799 +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1452512033910387,2.140229256085729,0.7182379706796252,0.7168157779791101,0.7122695869485213 +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.0392446647475824,0.0391236948975489,0.013882599660633996,0.013806289639697246,0.013719079290650728 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.774035901931246,25.75627430229965,6.878922424973372,6.864342461045584,6.825511328764037 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.92006974864868,42.88501620424844,11.51162279770742,11.485899613187154,11.411539005800183 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.04090476204464955,0.0407915993104881,0.019964603140325967,0.01990145436347911,0.019748495995832623 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.603086216191194,23.587709054991066,6.29158188590659,6.278575639853176,6.240625776116714 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.09991840064110012,0.0996159467238734,0.030716007347018928,0.03064724680562142,0.030440440489967115 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,963807.4940357904,962218.4914664594,957982.47779008 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,101312.23410597659,90377.41441300801,79853.26439953287 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,9151.885931034849,8321.34136874015,7426.929736077712 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,13176.130441631436,13146.478662709551,13104.588662885313 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,13017.869943463393,12985.611026350962,12914.66923212525 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,587.0680898927101,557.5319556980061,523.647226299036 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,73.82532993263385,73.64806912590342,73.2852955928284 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,21.048785848640396,20.93471737112549,20.769600265060213 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,20.859058066676788,20.803330053748,20.619405874749955 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,39.43506289899327,39.33553647106322,39.01527548269555 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,4.348167895135202,4.333901804262872,4.2989039675099745 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,225.23463133385022,198.69058056876503,172.2719009739104 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,139.29958230013366,115.70565764944601,95.45061057128318 +Data,1383108.0,1383108.0,1383108.0,1383108.0,1137620.0,1122321.0,1106195.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JMS_down.csv new file mode 100644 index 00000000..880b3644 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JMS_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.5617368524345282,0.5607970139226898,0.5573700773903076 +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.320268693885609,1.317661563936538,0.46061746713406093,0.4596007721572231,0.45673035700528963 +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4509117411902488,1.4474730227963224,0.6566313152664905,0.6556857702541197,0.6520700994038799 +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1452512033910387,2.140229256085729,0.7182379706796252,0.7168157779791101,0.7122695869485213 +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.0392446647475824,0.0391236948975489,0.013882599660633996,0.013806289639697246,0.013719079290650728 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.774035901931246,25.75627430229965,6.878922424973372,6.864342461045584,6.825511328764037 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.92006974864868,42.88501620424844,11.51162279770742,11.485899613187154,11.411539005800183 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.04090476204464955,0.0407915993104881,0.019964603140325967,0.01990145436347911,0.019748495995832623 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.603086216191194,23.587709054991066,6.29158188590659,6.278575639853176,6.240625776116714 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.09991840064110012,0.0996159467238734,0.030716007347018928,0.03064724680562142,0.030440440489967115 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,963807.4940357904,962218.4914664594,957982.47779008 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,101312.23410597659,90377.41441300801,79853.26439953287 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,9151.885931034849,8321.34136874015,7426.929736077712 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,13176.130441631436,13146.478662709551,13104.588662885313 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,13017.869943463393,12985.611026350962,12914.66923212525 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,587.0680898927101,557.5319556980061,523.647226299036 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,73.82532993263385,73.64806912590342,73.2852955928284 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,21.048785848640396,20.93471737112549,20.769600265060213 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,20.859058066676788,20.803330053748,20.619405874749955 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,39.43506289899327,39.33553647106322,39.01527548269555 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,4.348167895135202,4.333901804262872,4.2989039675099745 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,225.23463133385022,198.69058056876503,172.2719009739104 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,139.29958230013366,115.70565764944601,95.45061057128318 +Data,1383108.0,1383108.0,1383108.0,1383108.0,1137620.0,1122321.0,1106195.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JMS_up.csv new file mode 100644 index 00000000..880b3644 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/fail_cutflow_JMS_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.5617368524345282,0.5607970139226898,0.5573700773903076 +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.320268693885609,1.317661563936538,0.46061746713406093,0.4596007721572231,0.45673035700528963 +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4509117411902488,1.4474730227963224,0.6566313152664905,0.6556857702541197,0.6520700994038799 +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1452512033910387,2.140229256085729,0.7182379706796252,0.7168157779791101,0.7122695869485213 +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.0392446647475824,0.0391236948975489,0.013882599660633996,0.013806289639697246,0.013719079290650728 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.774035901931246,25.75627430229965,6.878922424973372,6.864342461045584,6.825511328764037 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.92006974864868,42.88501620424844,11.51162279770742,11.485899613187154,11.411539005800183 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.04090476204464955,0.0407915993104881,0.019964603140325967,0.01990145436347911,0.019748495995832623 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.603086216191194,23.587709054991066,6.29158188590659,6.278575639853176,6.240625776116714 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.09991840064110012,0.0996159467238734,0.030716007347018928,0.03064724680562142,0.030440440489967115 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,963807.4940357904,962218.4914664594,957982.47779008 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,101312.23410597659,90377.41441300801,79853.26439953287 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,9151.885931034849,8321.34136874015,7426.929736077712 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,13176.130441631436,13146.478662709551,13104.588662885313 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,13017.869943463393,12985.611026350962,12914.66923212525 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,587.0680898927101,557.5319556980061,523.647226299036 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,73.82532993263385,73.64806912590342,73.2852955928284 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,21.048785848640396,20.93471737112549,20.769600265060213 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,20.859058066676788,20.803330053748,20.619405874749955 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,39.43506289899327,39.33553647106322,39.01527548269555 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,4.348167895135202,4.333901804262872,4.2989039675099745 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,225.23463133385022,198.69058056876503,172.2719009739104 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,139.29958230013366,115.70565764944601,95.45061057128318 +Data,1383108.0,1383108.0,1383108.0,1383108.0,1137620.0,1122321.0,1106195.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow.csv new file mode 100644 index 00000000..866016f9 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.14537445858967166,0.09974974645412626,0.0850411161321503,0.08492098146168,0.08448953365693741 +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.320268693885609,1.317661563936538,0.10871167517701928,0.07415907185029498,0.061845815416338434,0.061778169089356266,0.061537182306854066 +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4509117411902488,1.4474730227963224,0.08462585456180269,0.05854545012781859,0.04822723274235769,0.04810476495695709,0.047930504444405164 +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1452512033910387,2.140229256085729,0.17354321682279925,0.11666095652533597,0.10025466339492874,0.1001102857082028,0.09966898835701626 +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.0392446647475824,0.0391236948975489,0.002614635119967599,0.0018046146234253543,0.0009901292975005378,0.0009861019946809726,0.00098314535939851 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.774035901931246,25.75627430229965,2.6662184170906205,2.0108930476285805,0.7717107903029751,0.7703797488996837,0.767662634620037 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.92006974864868,42.88501620424844,4.421577539742011,3.32857834213452,1.293419420843542,1.290816765890137,1.2841870527135184 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.04090476204464955,0.0407915993104881,0.0016086587110458969,0.0011349804408393935,0.0006691863274035231,0.0006673248561653608,0.0006673248561653608 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.603086216191194,23.587709054991066,2.4285168994552615,1.8274033304858717,0.6939288967887257,0.6922850878736511,0.689060908209139 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.09991840064110012,0.0996159467238734,0.009535276550522758,0.007003094553027614,0.0036460346752610626,0.0036446624890018736,0.0036446624890018736 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,47.100085902274955,4.74733661393482,4.079153202648582,4.079153202648582,4.079153202648582 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,30.686033560343805,6.200747271647062,6.200747271647062,5.434085560861114,4.7725344104849645 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,2.4503500249735795,0.49342328339902114,0.49342328339902114,0.49342328339902114,0.49342328339902114 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,6.681966700977731,1.934531058290474,1.8145731338052624,1.8145731338052624,1.8145731338052624 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,2.9384320392193333,1.1518204028690222,1.1518204028690222,1.1518204028690222,1.1518204028690222 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0,0.0 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.031571511719930515,0.0,0.0,0.0,0.0 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0,0.0 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.006706484109116578,0.004383866003979492,0.001692472237109429,0.001692472237109429,0.001692472237109429 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.025071866881734704,0.019165735135376172,0.017954227728445397,0.017954227728445397,0.017954227728445397 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.0023145032141474865,0.0018804756214083845,0.0015649664772532357,0.0015649664772532357,0.0015649664772532357 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.07922214358795876,0.02385609388059591,0.02385609388059591,0.021319475410324442,0.019478146950050453 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,1.425556992581164,0.3664690359337165,0.3252906798089233,0.3180215578832618,0.3046578387871879 +Data,1383108.0,1383108.0,1383108.0,1383108.0,197.0,41.0,40.0,38.0,37.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JER_down.csv new file mode 100644 index 00000000..8f4c703f --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JER_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScore_JER_down >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.9965 +HHbbVV,1.706591057896172,1.706591057896172,1.701785185949453,1.6976235820778385,0.14522232054134038,0.09974483093935158,0.08503666440860239,0.08491652973813207,0.0844850819333895,,, +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.3205293308077524,1.317980748116613,0.10888521301517104,0.0743175858650921,0.06205212614807798,0.061995310013501725,0.06173846969160563,,, +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4510057503735083,1.4476621550387372,0.08424076511457435,0.058224268079582656,0.04793886245831339,0.04786555051699785,0.04769129000444592,,, +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1456179369130273,2.140772836065327,0.17307877467408778,0.11644212792485376,0.09996924800947997,0.09982487032275403,0.09936236361253656,,, +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.039277105913924984,0.03916008899348275,0.0026064403019046634,0.0017954908622886357,0.00097862310556183,0.0009745958027422649,0.0009716391674598022,,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.77634533952281,25.75902470704993,2.6639809131193455,2.0091461348750497,0.7721283533252798,0.7707920782525342,0.7680749639728875,,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.926169985233535,42.89194332237059,4.428142291244372,3.3339215833101727,1.2957644038697245,1.2931642295149803,1.2865345163383615,,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.040927888352451404,0.040821953503836245,0.0016109730962313906,0.0011385752312945393,0.0006691369915978275,0.0006672755203596651,0.0006672755203596651,,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.605658170508423,23.59112496839741,2.4306369284358955,1.829324027185458,0.6960270218105085,0.6943832128954339,0.6911263498614318,,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.09995365620281188,0.09963693373490615,0.009628595084857937,0.0070852946411717535,0.003669253639330579,0.00366788145307139,0.00366788145307139,,, +QCD,1126208.5372077704,1204990.9790546382,1200738.052316178,1197558.877157514,47.100085902274955,4.74733661393482,4.079153202648582,4.079153202648582,4.079153202648582,,, +TT,126178.01663528237,126178.01663528237,125721.86252072458,125249.58535996148,31.313029775021693,6.143109041615166,6.143109041615166,5.434085560861114,4.7725344104849645,,, +ST,11213.018738828063,11213.018738828063,11168.452048314444,11140.719505951973,2.4503500249735795,0.49342328339902114,0.49342328339902114,0.49342328339902114,0.49342328339902114,,, +W+Jets,15930.077126498532,15930.077126498532,15881.107695718065,15842.384142944156,6.85368404853466,1.934531058290474,1.8145731338052624,1.8145731338052624,1.8145731338052624,,, +Z+Jets,22772.15825578505,22772.15825578505,22689.51909652289,22638.01021402513,2.7226322255852042,0.9551646248735763,0.9551646248735763,0.9551646248735763,0.9551646248735763,,, +Diboson,1008.665041486354,1008.665041486354,1005.0573352561039,1001.5335960272366,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,223.1087799478259,223.1087799478259,222.71968015957236,221.89439691067292,0.031571511719930515,0.0,0.0,0.0,0.0,,, +VBFHbb,71.28205035333777,71.28205035333777,71.08197998191031,70.88904592719425,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,67.12062616739404,67.12062616739404,66.95505508866002,66.85027969634586,0.007892423137617075,0.00556980503247999,0.0028784112656099264,0.0028784112656099264,0.0028784112656099264,,, +WHbb,116.35029311753367,116.35029311753367,116.09016021113949,115.97731768365011,0.02463218487666541,0.019165735135376172,0.017954227728445397,0.017954227728445397,0.017954227728445397,,, +ggZHbb,10.311005316400479,10.311005316400479,10.28303977032229,10.258567730652926,0.0023145032141474865,0.0018804756214083845,0.0015649664772532357,0.0015649664772532357,0.0015649664772532357,,, +ttHbb,354.83801865944884,354.83801865944884,353.4782835063519,351.99796261301265,0.08155182103302315,0.026185771325660315,0.026185771325660315,0.02346467544089675,0.02162334698062276,,, +HWW,172.07437391871363,172.07437391871363,171.39708029390346,170.57519080446693,1.429604759644566,0.3671869010247103,0.32600854489991715,0.3187394229742556,0.3053757038781817,,, +Data,1383108.0,1383108.0,,,,41.0,40.0,38.0,37.0,1383108.0,1383108.0,197.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JER_up.csv new file mode 100644 index 00000000..c8ce4853 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JER_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScore_JER_up >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.9965 +HHbbVV,1.706591057896172,1.706591057896172,1.7013385194247648,1.6968562725452987,0.14501339532075624,0.09956762408963515,0.08486257764270237,0.08474244297223205,0.08430191309296423,,, +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.3199485321453277,1.3172305214118927,0.10871491592958536,0.07420844258755417,0.06193590965836737,0.0618682633313852,0.06163852224118593,,, +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4506590439414464,1.447183638241645,0.08418235893901566,0.05805030669377546,0.04773208930831455,0.047658777366999014,0.04748451685444707,,, +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1449347408091266,2.1396830183260027,0.17328041357561855,0.11659822056726636,0.10019206617796825,0.1000476884912423,0.09960639114005579,,, +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.039239450664272105,0.039121885409098195,0.0026251026831131015,0.0018131691838393256,0.000993076408570504,0.0009890491057509391,0.0009860924704684765,,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.7706457909178,25.75278049731667,2.6682708497331076,2.0114837995778956,0.7711257203490721,0.7698602340252665,0.7671431197456198,,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.91561142064744,42.88083142315535,4.423190430080017,3.3293800607947173,1.2954517859066699,1.2926862564113564,1.2860565432347375,,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.040881686129010684,0.04077054391692691,0.0016058794924561897,0.0011290382061506224,0.0006600604234450634,0.0006581989522069009,0.0006581989522069009,,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.600937356829764,23.58456212433502,2.4300280179835285,1.8286048631120324,0.6941027217348785,0.6924440847237754,0.6892190252806859,,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.0999103447043077,0.09957660932693446,0.009589946265285915,0.00703132900697215,0.0036608852439567238,0.0036595130576975348,0.0036595130576975348,,, +QCD,1126208.5372077704,1204990.9790546382,1200382.012896498,1196872.1266944017,52.78472149006251,4.74733661393482,4.079153202648582,4.079153202648582,4.079153202648582,,, +TT,126178.01663528237,126178.01663528237,125746.98835116654,125293.22760802964,30.555642785227228,6.202221754411931,6.202221754411931,5.434085560861114,4.7725344104849645,,, +ST,11213.018738828063,11213.018738828063,11168.928717403302,11142.405760436903,2.408840364374782,0.49342328339902114,0.49342328339902114,0.49342328339902114,0.49342328339902114,,, +W+Jets,15930.077126498532,15930.077126498532,15875.910881821987,15834.447832733507,6.83500217315965,1.934531058290474,1.8145731338052624,1.8145731338052624,1.8145731338052624,,, +Z+Jets,22772.15825578505,22772.15825578505,22683.690019930553,22627.89307859461,2.835289431074001,1.0486777947236894,1.0486777947236894,1.0486777947236894,1.0486777947236894,,, +Diboson,1008.665041486354,1008.665041486354,1005.8693429051912,1002.8762851988342,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,223.1087799478259,223.1087799478259,222.72256516683834,221.885637181582,0.033456804525291706,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,,, +VBFHbb,71.28205035333777,71.28205035333777,71.09353616711309,70.92054851701442,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,67.12062616739404,67.12062616739404,66.91738349689737,66.80075080682559,0.004015090342246516,0.001692472237109429,0.001692472237109429,0.001692472237109429,0.001692472237109429,,, +WHbb,116.35029311753367,116.35029311753367,116.02018260223909,115.8886531559248,0.025071866881734704,0.019165735135376172,0.017954227728445397,0.017954227728445397,0.017954227728445397,,, +ggZHbb,10.311005316400479,10.311005316400479,10.280393102764487,10.256855442553917,0.0023145032141474865,0.0018804756214083845,0.0015649664772532357,0.0015649664772532357,0.0015649664772532357,,, +ttHbb,354.83801865944884,354.83801865944884,353.41729440378543,352.01734089665155,0.07775520186565493,0.025646936383928697,0.025646936383928697,0.023110317913657225,0.02126898945338324,,, +HWW,172.07437391871363,172.07437391871363,171.4077847036248,170.61905764119348,1.4136055645819674,0.366173954934607,0.3249955988098139,0.31772647688415234,0.3043627577880784,,, +Data,1383108.0,1383108.0,,,,41.0,40.0,38.0,37.0,1383108.0,1383108.0,197.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JES_down.csv new file mode 100644 index 00000000..c4e22635 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JES_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScore_JES_down >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.9965 +HHbbVV,1.706591057896172,1.706591057896172,1.6956488206244413,1.6870219762186835,0.14424963121941056,0.09914857226091282,0.08448439018339411,0.08436425551292381,0.08392801395226845,,, +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.3165197593868019,1.3110214829059383,0.1086454935652271,0.07423584194419047,0.062025358622737975,0.061957937172677224,0.06171687917974185,,, +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4462305900962389,1.4392955507192307,0.08379186652635184,0.05791130085216936,0.04773123784359494,0.04760877005819435,0.04743450954564242,,, +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.137570596615636,2.1263297666407253,0.17280215299412893,0.11632479333708041,0.10005153202493014,0.09996638134838484,0.09950781957515015,,, +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.03908003702313971,0.03885051323503232,0.00256980755908793,0.0017728467047428463,0.0009830077196275196,0.0009789804168079544,0.0009760237815254918,,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.742252257394117,25.704945059660464,2.660029108412363,2.007279484343479,0.7693040471941369,0.7680385608703313,0.765313618863256,,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.8629150243242,42.79297341024497,4.42679601464343,3.3356941699357856,1.2985875874527633,1.2958220579574498,1.2893683246686436,,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.04073303080960986,0.0405174122694524,0.001592024977708498,0.0011238786382349896,0.0006567645017239198,0.0006549030304857574,0.0006549030304857574,,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.573988818796686,23.541072415448003,2.4314586060115015,1.8290902246642322,0.6937811078026999,0.6921372988876253,0.6889213282078819,,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.09962742189198046,0.09895818332933407,0.009517708414073327,0.006978822395831976,0.003645970685239682,0.003644598498980493,0.003644598498980493,,, +QCD,1126208.5372077704,1204990.9790546382,1195580.4197497359,1188493.8378485164,50.08382637323835,5.505287307002153,4.837103895715915,4.837103895715915,4.837103895715915,,, +TT,126178.01663528237,126178.01663528237,125277.51309674431,124328.8175008741,30.98468036984142,5.684892826606843,5.684892826606843,4.975869345852791,4.31431819547664,,, +ST,11213.018738828063,11213.018738828063,11119.661879992498,11058.864901644467,2.3488552579959756,0.4839470190346713,0.4839470190346713,0.4839470190346713,0.4839470190346713,,, +W+Jets,15930.077126498532,15930.077126498532,15826.798062580072,15744.192115021908,6.465878902542228,1.766403199173974,1.6464452746887623,1.6464452746887623,1.6464452746887623,,, +Z+Jets,22772.15825578505,22772.15825578505,22591.343797623595,22477.3522387971,2.795401185399218,1.008789549048907,1.008789549048907,1.008789549048907,1.008789549048907,,, +Diboson,1008.665041486354,1008.665041486354,1001.555468829989,995.7367767362746,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,223.1087799478259,223.1087799478259,222.20721408699214,220.60052287185852,0.031571511719930515,0.0,0.0,0.0,0.0,,, +VBFHbb,71.28205035333777,71.28205035333777,70.93247270180143,70.49767611071601,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,67.12062616739404,67.12062616739404,66.73802979718431,66.52688948307338,0.005349491378932814,0.003026873273795727,0.00033547950692566444,0.00033547950692566444,0.00033547950692566444,,, +WHbb,116.35029311753367,116.35029311753367,115.70531888025883,115.43919849488618,0.025071866881734704,0.019165735135376172,0.017954227728445397,0.017954227728445397,0.017954227728445397,,, +ggZHbb,10.311005316400479,10.311005316400479,10.25139710473921,10.200185500756241,0.0023145032141474865,0.0018804756214083845,0.0015649664772532357,0.0015649664772532357,0.0015649664772532357,,, +ttHbb,354.83801865944884,354.83801865944884,351.98243580111443,349.16857078942746,0.08286306104691386,0.024040571295088006,0.024040571295088006,0.021319475410324442,0.019478146950050453,,, +HWW,172.07437391871363,172.07437391871363,170.7911521048616,169.23726416010865,1.4240683283108815,0.3695832865382234,0.3284049304134302,0.3211358084877688,0.30777208939169487,,, +Data,1383108.0,1383108.0,,,,41.0,40.0,38.0,37.0,1383108.0,1383108.0,197.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JES_up.csv new file mode 100644 index 00000000..02f60a65 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JES_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScore_JES_up >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.9965 +HHbbVV,1.706591057896172,1.706591057896172,1.7065851517004555,1.706563929098256,0.1452419273635046,0.09975281166538706,0.08498509009534672,0.0848649554248764,0.08440703294676213,,, +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.3238260860955682,1.3238113768401185,0.1092381319180282,0.07458049022679177,0.06234991996091388,0.06229372853622624,0.06203072416749177,,, +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4539716292322553,1.4539676056039448,0.08472787808027997,0.05841373894952458,0.048238034018044836,0.04816472207672929,0.047990461564177356,,, +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1525633184608575,2.1524763726481866,0.17400568379724612,0.11666136623558138,0.10031057330956548,0.10016619562283954,0.09970763384960485,,, +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.03938017151233662,0.03937996600461599,0.0026526354629954605,0.0018118515307612335,0.0009964196371913155,0.0009923923343717505,0.0009894356990892879,,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.80277015575159,25.802680847596257,2.667218488772025,2.010612891555582,0.7724267624725991,0.7711685068936753,0.7684471664313393,,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.972382254621955,42.97195112150606,4.428543244886989,3.3368917987662656,1.2963809718530375,1.2934496648424436,1.2868199516658252,,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.04105557177629756,0.041051515857750465,0.0016151896807531504,0.0011568328931198665,0.0006795489172775161,0.0006776874460393536,0.0006776874460393536,,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.628576183635968,23.628432061958964,2.4313507704159334,1.8285953597047917,0.6958865001929495,0.6942363226398099,0.6910877465002363,,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.10023322280037315,0.10023322280037315,0.009606695047907843,0.007057852505346041,0.0036703166771742614,0.003668944490915073,0.003667507983052861,,, +QCD,1126208.5372077704,1204990.9790546382,1204968.588130011,1204955.485744056,46.225470250470266,4.74733661393482,4.079153202648582,4.079153202648582,4.079153202648582,,, +TT,126178.01663528237,126178.01663528237,126174.28689269017,126170.12612420504,31.02452216140854,5.827388259356782,5.827388259356782,5.142149444501198,4.480598294125049,,, +ST,11213.018738828063,11213.018738828063,11212.048811462337,11211.655393615407,2.3983382480074136,0.4839470190346713,0.4839470190346713,0.4839470190346713,0.4839470190346713,,, +W+Jets,15930.077126498532,15930.077126498532,15929.567731787893,15929.209710016235,6.8180924710780495,1.766403199173974,1.6464452746887623,1.6464452746887623,1.6464452746887623,,, +Z+Jets,22772.15825578505,22772.15825578505,22771.53543504107,22770.964652224375,2.8218610904221175,1.008789549048907,1.008789549048907,1.008789549048907,1.008789549048907,,, +Diboson,1008.665041486354,1008.665041486354,1008.6552751889706,1008.6552751889706,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,223.1087799478259,223.1087799478259,223.1087799478259,223.10648942140045,0.033456804525291706,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,,, +VBFHbb,71.28205035333777,71.28205035333777,71.28205035333777,71.28205035333777,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,67.12062616739404,67.12062616739404,67.12052250655093,67.12052250655093,0.007892423137617075,0.00556980503247999,0.0028784112656099264,0.0028784112656099264,0.0028784112656099264,,, +WHbb,116.35029311753367,116.35029311753367,116.34265009656505,116.33875840971054,0.02512727333017514,0.019221141583816607,0.018009634176885832,0.018009634176885832,0.018009634176885832,,, +ggZHbb,10.311005316400479,10.311005316400479,10.310920939333991,10.310900618783364,0.002318694286283809,0.0018804756214083845,0.0015649664772532357,0.0015649664772532357,0.0015649664772532357,,, +ttHbb,354.83801865944884,354.83801865944884,354.82351614889456,354.81594162326763,0.07768299840733597,0.023010875369072578,0.023010875369072578,0.020289779484309014,0.01844845102403503,,, +HWW,172.07437391871363,172.07437391871363,172.07336962048205,172.06752156096098,1.440786170260925,0.3858570604814607,0.3446787043566674,0.3257233728133583,0.31235965371728436,,, +Data,1383108.0,1383108.0,,,,41.0,40.0,38.0,37.0,1383108.0,1383108.0,197.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JMR_down.csv new file mode 100644 index 00000000..7f3c0869 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JMR_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_down >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.9965 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.15020419472703994,0.10284931144491964,0.0881238388571908,0.0879627783700819,0.08752442996278188, +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.320268693885609,1.317661563936538,0.11262011703512666,0.07692737658186843,0.06468020067509433,0.0646012322432464,0.06432532063790658, +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4509117411902488,1.4474730227963224,0.08608612537095611,0.059364214652550554,0.04882697894691999,0.048704511161519394,0.04861233251843955, +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1452512033910387,2.140229256085729,0.1785247873443675,0.11942677650744532,0.10326156126315153,0.10314530054318495,0.1026273099217111, +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.0392446647475824,0.0391236948975489,0.002668124919328794,0.001847900894740444,0.0009935109553220578,0.0009894836525024928,0.00098652701722003, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.774035901931246,25.75627430229965,2.764186505889912,2.0824862246376825,0.8105816598219165,0.8090664897322299,0.8063526061271558, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.92006974864868,42.88501620424844,4.590539661650215,3.4564533157781074,1.3589283672607029,1.3559005513438287,1.3491078384524349, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.04090476204464955,0.0407915993104881,0.0017073285694633226,0.001237203394981542,0.0007417571602356141,0.0007398956889974517,0.0007398956889974517, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.603086216191194,23.587709054991066,2.5180757437114663,1.89435109636942,0.7300253384968776,0.7284354305058081,0.7253143823726141, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.09991840064110012,0.0996159467238734,0.009826887232719347,0.007171602424026182,0.00386069428398223,0.0038593220977230416,0.0038593220977230416, +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,51.48101103624741,4.837103895715915,4.837103895715915,4.837103895715915,4.837103895715915, +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,30.498352398831063,5.789459808083105,5.789459808083105,5.022798097297158,4.337958251792634, +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,2.4069653564579383,0.5122910215742128,0.5122910215742128,0.5122910215742128,0.5122910215742128, +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,7.540243512039099,2.113841446713494,1.9938835222282827,1.9938835222282827,1.9938835222282827, +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,3.108549392667507,1.2456627735664254,1.2456627735664254,1.2456627735664254,1.2456627735664254, +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0,0.0, +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.031571511719930515,0.0,0.0,0.0,0.0, +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0,0.0, +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.006535430407433311,0.004212812302296224,0.0015214185354261618,0.0015214185354261618,0.0015214185354261618, +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.026289414631084557,0.020383282884726024,0.01917177547779525,0.01917177547779525,0.01917177547779525, +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.0023797385847218627,0.001945710991982761,0.0016302018478276121,0.0016302018478276121,0.0016302018478276121, +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.07573771332267605,0.0217184159020217,0.0217184159020217,0.019181797431750226,0.01486624613538913, +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,1.5512555788616074,0.3907903688523174,0.3496120127275242,0.33696858365727506,0.32388445074812144, +Data,1383108.0,1383108.0,1383108.0,1383108.0,,41.0,40.0,38.0,37.0,197.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JMR_up.csv new file mode 100644 index 00000000..3841be12 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JMR_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_up >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.9965 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.12516034158166672,0.08599310077009684,0.0724658258147755,0.07237312624302746,0.07205192913421421, +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.320268693885609,1.317661563936538,0.09422454082519041,0.06433696202918891,0.05303857937592474,0.052993855780538356,0.052770794360301965, +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4509117411902488,1.4474730227963224,0.07339667466253672,0.05030013201729421,0.04113113085319606,0.04105781891188051,0.04088355839932858, +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1452512033910387,2.140229256085729,0.15307399759108248,0.10360021365416161,0.08832220636704191,0.08824039032518625,0.08780303791098247, +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.0392446647475824,0.0391236948975489,0.0022603432758027046,0.0015649199797028905,0.0008122713296809407,0.0008082440268613756,0.000805287391578913, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.774035901931246,25.75627430229965,2.2991836611871013,1.7339734451999502,0.6560244554767357,0.6548518215933461,0.6525312993095221, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.92006974864868,42.88501620424844,3.8439139968076437,2.8970070069896705,1.1134594174603087,1.110868317927582,1.10535660094097, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.04090476204464955,0.0407915993104881,0.0013478534394804275,0.0009583068077521652,0.0005412377820956968,0.0005393763108575344,0.0005393763108575344, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.603086216191194,23.587709054991066,2.092340536236952,1.5745091985559854,0.5940169902073131,0.5925556844913784,0.5900075471590571, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.09991840064110012,0.0996159467238734,0.008426749743441403,0.006068271090789548,0.003192050900126543,0.0031906787138673543,0.0031906787138673543, +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,45.218344553607814,5.51476505908442,4.846581647798182,4.846581647798182,4.846581647798182, +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,32.2987545277127,5.437575497424243,5.437575497424243,4.833066219387871,4.357105792674219, +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,2.1153886869502507,0.16439909390757668,0.16439909390757668,0.16439909390757668,0.16439909390757668, +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,6.901107354252746,1.9546024302148965,1.8346445057296852,1.8346445057296852,1.8346445057296852, +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,3.074990894664648,1.356110098121292,1.356110098121292,1.356110098121292,1.356110098121292, +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0,0.0, +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.031571511719930515,0.0,0.0,0.0,0.0, +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0,0.0, +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.004015090342246516,0.001692472237109429,0.001692472237109429,0.001692472237109429,0.001692472237109429, +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.0248967811395955,0.019430331398306265,0.01821882399137549,0.01821882399137549,0.01821882399137549, +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.0021556036871832975,0.0017215760944441954,0.0017215760944441954,0.0017215760944441954,0.0017215760944441954, +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.07615159447021469,0.024442388285484402,0.024442388285484402,0.022581045879917702,0.02073971741964372, +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,1.2554062061421916,0.3152791203171928,0.2760718902250749,0.26880276829941346,0.2557186353902599, +Data,1383108.0,1383108.0,1383108.0,1383108.0,,41.0,40.0,38.0,37.0,197.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JMS_down.csv new file mode 100644 index 00000000..fa322a81 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JMS_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_down >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.9965 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.14497199055605545,0.09963739593565848,0.08495214119705007,0.08483200652657974,0.08440055872183716, +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.320268693885609,1.317661563936538,0.10868270524896395,0.0741891593648243,0.061885115430061,0.06181746910307882,0.061563217937092934, +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4509117411902488,1.4474730227963224,0.08443083860499301,0.05838212092936414,0.04803752164455305,0.04791505385915246,0.04774079334660053, +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1452512033910387,2.140229256085729,0.17324445285569434,0.11631929344570786,0.09991300031530065,0.0997686226285747,0.09932732527738816, +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.0392446647475824,0.0391236948975489,0.0026088793433481235,0.0018014793941926658,0.000986994068267849,0.000982966765448284,0.0009800101301658214, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.774035901931246,25.75627430229965,2.6616779755208024,2.0074573347670177,0.7698628494069661,0.7685318080036747,0.7658146937240282, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.92006974864868,42.88501620424844,4.4143378174119805,3.3235510059485756,1.2913876146650194,1.2887849597116146,1.282155246534996, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.04090476204464955,0.0407915993104881,0.0016011508507957693,0.0011309785914222405,0.0006688435309524711,0.0006669820597143088,0.0006669820597143088, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.603086216191194,23.587709054991066,2.4265718436030745,1.8263125653272099,0.6931966883191638,0.6915528794040893,0.6883748580943394, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.09991840064110012,0.0996159467238734,0.009534700682259482,0.007006688032110333,0.003649628154343782,0.0036482559680845934,0.0036482559680845934, +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,47.100085902274955,4.74733661393482,4.079153202648582,4.079153202648582,4.079153202648582, +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,31.084132716991455,6.200747271647062,6.200747271647062,5.434085560861114,4.7725344104849645, +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,2.4503500249735795,0.49342328339902114,0.49342328339902114,0.49342328339902114,0.49342328339902114, +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,6.564300016021998,1.934531058290474,1.8145731338052624,1.8145731338052624,1.8145731338052624, +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,2.814233735741356,1.0276220993910448,1.0276220993910448,1.0276220993910448,1.0276220993910448, +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0,0.0, +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.031571511719930515,0.0,0.0,0.0,0.0, +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0,0.0, +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.006706484109116578,0.004383866003979492,0.001692472237109429,0.001692472237109429,0.001692472237109429, +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.025071866881734704,0.019165735135376172,0.017954227728445397,0.017954227728445397,0.017954227728445397, +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.0023145032141474865,0.0018804756214083845,0.0015649664772532357,0.0015649664772532357,0.0015649664772532357, +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.07932963324515722,0.02385609388059591,0.02385609388059591,0.021319475410324442,0.019478146950050453, +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,1.4260022165330053,0.3677945086681619,0.3266161525433686,0.3193470306177072,0.3059833115216332, +Data,1383108.0,1383108.0,1383108.0,1383108.0,,41.0,40.0,38.0,37.0,197.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JMS_up.csv new file mode 100644 index 00000000..1f2cae65 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passggf_cutflow_JMS_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_up >= 0.9965,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.9965 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.14548606430816025,0.09962833632266493,0.08500299809552427,0.08485339688270187,0.08442194907795927, +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.320268693885609,1.317661563936538,0.10870116282406903,0.07426935994059677,0.06199039956084758,0.06192275323386541,0.0616817664513632, +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4509117411902488,1.4474730227963224,0.08428490910150895,0.058325464556899645,0.04804199464560318,0.047968682704287634,0.0477944221917357, +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1452512033910387,2.140229256085729,0.17393994519644207,0.11712384027700996,0.10078599709810221,0.10064161941137625,0.10020246788286627, +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.0392446647475824,0.0391236948975489,0.0026195391106428254,0.0017989934399753721,0.0009802058349174026,0.0009761785320978375,0.0009732218968153748, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.774035901931246,25.75627430229965,2.6810903471959833,2.0209965103313126,0.7769875144690578,0.7756564730657665,0.7729995576814233, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.92006974864868,42.88501620424844,4.4508941789034,3.35169540938425,1.3052248947879637,1.302547839278649,1.2960223994478006, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.04090476204464955,0.0407915993104881,0.0016043860387532252,0.0011372301682476295,0.0006694623553216961,0.0006676008840835338,0.0006676008840835338, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.603086216191194,23.587709054991066,2.4407242209152273,1.8365543177941246,0.700915951582159,0.6992721426670847,0.6959279604928568, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.09991840064110012,0.0996159467238734,0.00973869621475905,0.0071056228400022785,0.003739051242655592,0.003737679056396403,0.003737679056396403, +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,48.60540214861669,5.505287307002153,4.837103895715915,4.837103895715915,4.837103895715915, +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,30.26589403003798,5.742531056638737,5.742531056638737,4.975869345852791,4.31431819547664, +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,2.4021596218754397,0.49342328339902114,0.49342328339902114,0.49342328339902114,0.49342328339902114, +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,7.417735304935252,2.14271290592242,2.0227549814372088,2.0227549814372088,2.0227549814372088, +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,2.5220834811032495,1.0486777947236894,1.0486777947236894,1.0486777947236894,1.0486777947236894, +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0,0.0, +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.031571511719930515,0.0,0.0,0.0,0.0, +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0,0.0, +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.006706484109116578,0.004383866003979492,0.001692472237109429,0.001692472237109429,0.001692472237109429, +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.02463218487666541,0.019165735135376172,0.017954227728445397,0.017954227728445397,0.017954227728445397, +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.0023145032141474865,0.0018804756214083845,0.0015649664772532357,0.0015649664772532357,0.0015649664772532357, +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.07758889925084743,0.022012391141735154,0.022012391141735154,0.019475772671463686,0.017634444211189697, +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,1.4160069763427297,0.3673626949649513,0.32616749098960646,0.318898369063945,0.30553464996787105, +Data,1383108.0,1383108.0,1383108.0,1383108.0,,41.0,40.0,38.0,37.0,197.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow.csv new file mode 100644 index 00000000..05675907 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.03493054500944019,0.017464973216832966,0.017437513701838037,0.017384853066000933 +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.320268693885609,1.317661563936538,0.031235552793017214,0.01573096939537882,0.01573096939537882,0.015707585017614264 +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4509117411902488,1.4474730227963224,0.025416816598543016,0.013413027041960998,0.013413027041960998,0.013413027041960998 +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1452512033910387,2.140229256085729,0.04215961916511277,0.02081882009515976,0.02081882009515976,0.020735529647543577 +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.0392446647475824,0.0391236948975489,0.0033512674986562953,0.0017913960536435716,0.0017898305343406287,0.0017840232915277937 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.774035901931246,25.75627430229965,6.205125746902395,3.767106032259208,3.7629950274836848,3.751486679733116 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.92006974864868,42.88501620424844,10.147258332602767,6.142430165360118,6.135197169664353,6.116005107417704 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.04090476204464955,0.0407915993104881,0.0018336460545392602,0.0009828590497154284,0.000981636065391587,0.0009805383955923612 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.603086216191194,23.587709054991066,5.811953193544172,3.529480138738988,3.524927315940172,3.513172912226294 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.09991840064110012,0.0996159467238734,0.011785099681646639,0.006494985021636579,0.006494985021636579,0.006443101290525217 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,0.4852390242150444,0.0,0.0,0.0 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.0,0.0,0.0,0.0 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766 +Data,1383108.0,1383108.0,1383108.0,1383108.0,69.0,5.0,5.0,5.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JER_down.csv new file mode 100644 index 00000000..3443d817 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JER_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.701785185949453,1.6976235820778385,0.03493054500944019,0.017464973216832966,0.017437513701838037,0.017384853066000933,, +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.3205293308077524,1.317980748116613,0.031235327951584492,0.01573096939537882,0.01573096939537882,0.015707585017614264,, +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4510057503735083,1.4476621550387372,0.025423995740757002,0.013413027041960998,0.013413027041960998,0.013413027041960998,, +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1456179369130273,2.140772836065327,0.04210856894755909,0.020767769877606073,0.020767769877606073,0.02068447942998989,, +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.039277105913924984,0.03916008899348275,0.0033571259727666405,0.0017972545277539173,0.001795689008450974,0.0017898817656381394,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.77634533952281,25.75902470704993,6.2057351918244255,3.7675101411748217,3.7633991363992996,3.7518907886487307,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.926169985233535,42.89194332237059,10.147885226526986,6.142461838990083,6.135228843294317,6.1160367810476695,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.040927888352451404,0.040821953503836245,0.0018336460545392602,0.0009828590497154284,0.000981636065391587,0.0009805383955923612,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.605658170508423,23.59112496839741,5.8121029968789175,3.5295186555190305,3.524965832720215,3.513211429006337,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.09995365620281188,0.09963693373490615,0.011785280814668063,0.006495166154658002,0.006495166154658002,0.006443282423546641,, +QCD,1126208.5372077704,1204990.9790546382,1200738.052316178,1197558.877157514,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337,, +TT,126178.01663528237,126178.01663528237,125721.86252072458,125249.58535996148,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777,, +ST,11213.018738828063,11213.018738828063,11168.452048314444,11140.719505951973,0.4852390242150444,0.0,0.0,0.0,, +W+Jets,15930.077126498532,15930.077126498532,15881.107695718065,15842.384142944156,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253,, +Z+Jets,22772.15825578505,22772.15825578505,22689.51909652289,22638.01021402513,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934,, +Diboson,1008.665041486354,1008.665041486354,1005.0573352561039,1001.5335960272366,0.0,0.0,0.0,0.0,, +ggFHbb,223.1087799478259,223.1087799478259,222.71968015957236,221.89439691067292,0.0,0.0,0.0,0.0,, +VBFHbb,71.28205035333777,71.28205035333777,71.08197998191031,70.88904592719425,0.0,0.0,0.0,0.0,, +ZHbb,67.12062616739404,67.12062616739404,66.95505508866002,66.85027969634586,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888,, +WHbb,116.35029311753367,116.35029311753367,116.09016021113949,115.97731768365011,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728,, +ggZHbb,10.311005316400479,10.311005316400479,10.28303977032229,10.258567730652926,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,, +ttHbb,354.83801865944884,354.83801865944884,353.4782835063519,351.99796261301265,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546,, +HWW,172.07437391871363,172.07437391871363,171.39708029390346,170.57519080446693,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766,, +Data,1383108.0,1383108.0,,,69.0,5.0,5.0,5.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JER_up.csv new file mode 100644 index 00000000..99729d8a --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JER_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.7013385194247648,1.6968562725452987,0.03493054500944019,0.017464973216832966,0.017437513701838037,0.017384853066000933,, +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.3199485321453277,1.3172305214118927,0.031240508492600048,0.015732181618986874,0.015732181618986874,0.015708797241222316,, +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4506590439414464,1.447183638241645,0.025416816598543016,0.013413027041960998,0.013413027041960998,0.013413027041960998,, +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1449347408091266,2.1396830183260027,0.04208864759014316,0.02076590693764651,0.02076590693764651,0.020682616490030323,, +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.039239450664272105,0.039121885409098195,0.003345700354522135,0.001785828909509411,0.001784263390206468,0.0017784561473936332,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.7706457909178,25.75278049731667,6.2045451063822865,3.7669070471420607,3.7627960423665385,3.7512876946159697,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.91561142064744,42.88083142315535,10.146683788195919,6.14225603135641,6.135023035660644,6.1158309734139955,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.040881686129010684,0.04077054391692691,0.0018304251774123278,0.0009796381725884957,0.0009784151882646546,0.0009773175184654287,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.600937356829764,23.58456212433502,5.811764752529665,3.529406614060894,3.5248537912620783,3.5130993875482,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.0999103447043077,0.09957660932693446,0.011785099681646639,0.006494985021636579,0.006494985021636579,0.006443101290525217,, +QCD,1126208.5372077704,1204990.9790546382,1200382.012896498,1196872.1266944017,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337,, +TT,126178.01663528237,126178.01663528237,125746.98835116654,125293.22760802964,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777,, +ST,11213.018738828063,11213.018738828063,11168.928717403302,11142.405760436903,0.4852390242150444,0.0,0.0,0.0,, +W+Jets,15930.077126498532,15930.077126498532,15875.910881821987,15834.447832733507,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253,, +Z+Jets,22772.15825578505,22772.15825578505,22683.690019930553,22627.89307859461,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934,, +Diboson,1008.665041486354,1008.665041486354,1005.8693429051912,1002.8762851988342,0.0,0.0,0.0,0.0,, +ggFHbb,223.1087799478259,223.1087799478259,222.72256516683834,221.885637181582,0.0,0.0,0.0,0.0,, +VBFHbb,71.28205035333777,71.28205035333777,71.09353616711309,70.92054851701442,0.0,0.0,0.0,0.0,, +ZHbb,67.12062616739404,67.12062616739404,66.91738349689737,66.80075080682559,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888,, +WHbb,116.35029311753367,116.35029311753367,116.02018260223909,115.8886531559248,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728,, +ggZHbb,10.311005316400479,10.311005316400479,10.280393102764487,10.256855442553917,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,, +ttHbb,354.83801865944884,354.83801865944884,353.41729440378543,352.01734089665155,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546,, +HWW,172.07437391871363,172.07437391871363,171.4077847036248,170.61905764119348,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766,, +Data,1383108.0,1383108.0,,,69.0,5.0,5.0,5.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JES_down.csv new file mode 100644 index 00000000..0d1d5cd5 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JES_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.6956488206244413,1.6870219762186835,0.03495302068082702,0.017485303020843633,0.017457843505848704,0.017405182870011596,, +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.3165197593868019,1.3110214829059383,0.03123798935825132,0.01573070329034027,0.01573070329034027,0.015707318912575714,, +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4462305900962389,1.4392955507192307,0.025416816598543016,0.013413027041960998,0.013413027041960998,0.013413027041960998,, +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.137570596615636,2.1263297666407253,0.041979166689625196,0.02071227886609005,0.02071227886609005,0.020628988418473868,, +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.03908003702313971,0.03885051323503232,0.003340181130760405,0.0017810377899646203,0.0017794722706616771,0.0017736650278488426,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.742252257394117,25.704945059660464,6.201956735588046,3.7656121771815734,3.7615011724060503,3.749992824655482,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.8629150243242,42.79297341024497,10.14211874895506,6.139707181894805,6.13247418619904,6.113431073921187,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.04073303080960986,0.0405174122694524,0.0018255790600964269,0.0009762906893174726,0.0009750677049936313,0.0009739700351944056,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.573988818796686,23.541072415448003,5.809632163042141,3.528579703093093,3.5240268802942776,3.5122724765803994,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.09962742189198046,0.09895818332933407,0.011742754630467062,0.00649112224712994,0.00649112224712994,0.0064392385160185785,, +QCD,1126208.5372077704,1204990.9790546382,1195580.4197497359,1188493.8378485164,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337,, +TT,126178.01663528237,126178.01663528237,125277.51309674431,124328.8175008741,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777,, +ST,11213.018738828063,11213.018738828063,11119.661879992498,11058.864901644467,0.4852390242150444,0.0,0.0,0.0,, +W+Jets,15930.077126498532,15930.077126498532,15826.798062580072,15744.192115021908,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253,, +Z+Jets,22772.15825578505,22772.15825578505,22591.343797623595,22477.3522387971,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934,, +Diboson,1008.665041486354,1008.665041486354,1001.555468829989,995.7367767362746,0.0,0.0,0.0,0.0,, +ggFHbb,223.1087799478259,223.1087799478259,222.20721408699214,220.60052287185852,0.0,0.0,0.0,0.0,, +VBFHbb,71.28205035333777,71.28205035333777,70.93247270180143,70.49767611071601,0.0,0.0,0.0,0.0,, +ZHbb,67.12062616739404,67.12062616739404,66.73802979718431,66.52688948307338,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888,, +WHbb,116.35029311753367,116.35029311753367,115.70531888025883,115.43919849488618,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728,, +ggZHbb,10.311005316400479,10.311005316400479,10.25139710473921,10.200185500756241,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,, +ttHbb,354.83801865944884,354.83801865944884,351.98243580111443,349.16857078942746,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546,, +HWW,172.07437391871363,172.07437391871363,170.7911521048616,169.23726416010865,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766,, +Data,1383108.0,1383108.0,,,69.0,5.0,5.0,5.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JES_up.csv new file mode 100644 index 00000000..7dfd7463 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JES_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.7065851517004555,1.706563929098256,0.03494437140597181,0.017478799613364578,0.017451340098369652,0.017398679462532547,, +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.3238260860955682,1.3238113768401185,0.031251272747038095,0.015739073422680983,0.015739073422680983,0.015715689044916426,, +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4539716292322553,1.4539676056039448,0.025423995740757002,0.013413027041960998,0.013413027041960998,0.013413027041960998,, +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1525633184608575,2.1524763726481866,0.04216125820932605,0.02081882009515976,0.02081882009515976,0.020735529647543577,, +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.03938017151233662,0.03937996600461599,0.0033616089916926805,0.0017972545277539173,0.001795689008450974,0.0017898817656381394,, +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.80277015575159,25.802680847596257,6.207922580432266,3.768651200301256,3.7645401955257327,3.7530318477751643,, +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.972382254621955,42.97195112150606,10.150644285270847,6.143254713810522,6.136021718114756,6.116829655868107,, +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.04105557177629756,0.041051515857750465,0.001835233279993491,0.0009840699370210074,0.0009828469526971658,0.0009816914253534016,, +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.628576183635968,23.628432061958964,5.813918496197314,3.5303892721911163,3.5258364493923007,3.5140284403685786,, +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.10023322280037315,0.10023322280037315,0.011793969058472971,0.006499358696350112,0.006499358696350112,0.00644747496523875,, +QCD,1126208.5372077704,1204990.9790546382,1204968.588130011,1204955.485744056,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337,, +TT,126178.01663528237,126178.01663528237,126174.28689269017,126170.12612420504,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777,, +ST,11213.018738828063,11213.018738828063,11212.048811462337,11211.655393615407,0.4852390242150444,0.0,0.0,0.0,, +W+Jets,15930.077126498532,15930.077126498532,15929.567731787893,15929.209710016235,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253,, +Z+Jets,22772.15825578505,22772.15825578505,22771.53543504107,22770.964652224375,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934,, +Diboson,1008.665041486354,1008.665041486354,1008.6552751889706,1008.6552751889706,0.0,0.0,0.0,0.0,, +ggFHbb,223.1087799478259,223.1087799478259,223.1087799478259,223.10648942140045,0.0,0.0,0.0,0.0,, +VBFHbb,71.28205035333777,71.28205035333777,71.28205035333777,71.28205035333777,0.0,0.0,0.0,0.0,, +ZHbb,67.12062616739404,67.12062616739404,67.12052250655093,67.12052250655093,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888,, +WHbb,116.35029311753367,116.35029311753367,116.34265009656505,116.33875840971054,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728,, +ggZHbb,10.311005316400479,10.311005316400479,10.310920939333991,10.310900618783364,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,, +ttHbb,354.83801865944884,354.83801865944884,354.82351614889456,354.81594162326763,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546,, +HWW,172.07437391871363,172.07437391871363,172.07336962048205,172.06752156096098,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766,, +Data,1383108.0,1383108.0,,,69.0,5.0,5.0,5.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JMR_down.csv new file mode 100644 index 00000000..05675907 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JMR_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.03493054500944019,0.017464973216832966,0.017437513701838037,0.017384853066000933 +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.320268693885609,1.317661563936538,0.031235552793017214,0.01573096939537882,0.01573096939537882,0.015707585017614264 +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4509117411902488,1.4474730227963224,0.025416816598543016,0.013413027041960998,0.013413027041960998,0.013413027041960998 +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1452512033910387,2.140229256085729,0.04215961916511277,0.02081882009515976,0.02081882009515976,0.020735529647543577 +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.0392446647475824,0.0391236948975489,0.0033512674986562953,0.0017913960536435716,0.0017898305343406287,0.0017840232915277937 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.774035901931246,25.75627430229965,6.205125746902395,3.767106032259208,3.7629950274836848,3.751486679733116 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.92006974864868,42.88501620424844,10.147258332602767,6.142430165360118,6.135197169664353,6.116005107417704 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.04090476204464955,0.0407915993104881,0.0018336460545392602,0.0009828590497154284,0.000981636065391587,0.0009805383955923612 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.603086216191194,23.587709054991066,5.811953193544172,3.529480138738988,3.524927315940172,3.513172912226294 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.09991840064110012,0.0996159467238734,0.011785099681646639,0.006494985021636579,0.006494985021636579,0.006443101290525217 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,0.4852390242150444,0.0,0.0,0.0 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.0,0.0,0.0,0.0 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766 +Data,1383108.0,1383108.0,1383108.0,1383108.0,69.0,5.0,5.0,5.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JMR_up.csv new file mode 100644 index 00000000..05675907 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JMR_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.03493054500944019,0.017464973216832966,0.017437513701838037,0.017384853066000933 +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.320268693885609,1.317661563936538,0.031235552793017214,0.01573096939537882,0.01573096939537882,0.015707585017614264 +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4509117411902488,1.4474730227963224,0.025416816598543016,0.013413027041960998,0.013413027041960998,0.013413027041960998 +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1452512033910387,2.140229256085729,0.04215961916511277,0.02081882009515976,0.02081882009515976,0.020735529647543577 +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.0392446647475824,0.0391236948975489,0.0033512674986562953,0.0017913960536435716,0.0017898305343406287,0.0017840232915277937 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.774035901931246,25.75627430229965,6.205125746902395,3.767106032259208,3.7629950274836848,3.751486679733116 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.92006974864868,42.88501620424844,10.147258332602767,6.142430165360118,6.135197169664353,6.116005107417704 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.04090476204464955,0.0407915993104881,0.0018336460545392602,0.0009828590497154284,0.000981636065391587,0.0009805383955923612 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.603086216191194,23.587709054991066,5.811953193544172,3.529480138738988,3.524927315940172,3.513172912226294 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.09991840064110012,0.0996159467238734,0.011785099681646639,0.006494985021636579,0.006494985021636579,0.006443101290525217 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,0.4852390242150444,0.0,0.0,0.0 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.0,0.0,0.0,0.0 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766 +Data,1383108.0,1383108.0,1383108.0,1383108.0,69.0,5.0,5.0,5.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JMS_down.csv new file mode 100644 index 00000000..05675907 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JMS_down.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.03493054500944019,0.017464973216832966,0.017437513701838037,0.017384853066000933 +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.320268693885609,1.317661563936538,0.031235552793017214,0.01573096939537882,0.01573096939537882,0.015707585017614264 +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4509117411902488,1.4474730227963224,0.025416816598543016,0.013413027041960998,0.013413027041960998,0.013413027041960998 +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1452512033910387,2.140229256085729,0.04215961916511277,0.02081882009515976,0.02081882009515976,0.020735529647543577 +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.0392446647475824,0.0391236948975489,0.0033512674986562953,0.0017913960536435716,0.0017898305343406287,0.0017840232915277937 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.774035901931246,25.75627430229965,6.205125746902395,3.767106032259208,3.7629950274836848,3.751486679733116 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.92006974864868,42.88501620424844,10.147258332602767,6.142430165360118,6.135197169664353,6.116005107417704 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.04090476204464955,0.0407915993104881,0.0018336460545392602,0.0009828590497154284,0.000981636065391587,0.0009805383955923612 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.603086216191194,23.587709054991066,5.811953193544172,3.529480138738988,3.524927315940172,3.513172912226294 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.09991840064110012,0.0996159467238734,0.011785099681646639,0.006494985021636579,0.006494985021636579,0.006443101290525217 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,0.4852390242150444,0.0,0.0,0.0 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.0,0.0,0.0,0.0 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766 +Data,1383108.0,1383108.0,1383108.0,1383108.0,69.0,5.0,5.0,5.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JMS_up.csv new file mode 100644 index 00000000..05675907 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/cutflows/2018/passvbf_cutflow_JMS_up.csv @@ -0,0 +1,25 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.03493054500944019,0.017464973216832966,0.017437513701838037,0.017384853066000933 +ggHH_kl_2p45_kt_1_HHbbVV,1.3238501132828857,1.3238501132828857,1.320268693885609,1.317661563936538,0.031235552793017214,0.01573096939537882,0.01573096939537882,0.015707585017614264 +ggHH_kl_5_kt_1_HHbbVV,1.4540657446775804,1.4540657446775804,1.4509117411902488,1.4474730227963224,0.025416816598543016,0.013413027041960998,0.013413027041960998,0.013413027041960998 +ggHH_kl_0_kt_1_HHbbVV,2.1525536887480916,2.1525536887480916,2.1452512033910387,2.140229256085729,0.04215961916511277,0.02081882009515976,0.02081882009515976,0.020735529647543577 +VBFHHbbVV,0.03938444220488589,0.03938444220488589,0.0392446647475824,0.0391236948975489,0.0033512674986562953,0.0017913960536435716,0.0017898305343406287,0.0017840232915277937 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,25.803125191164327,25.803125191164327,25.774035901931246,25.75627430229965,6.205125746902395,3.767106032259208,3.7629950274836848,3.751486679733116 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,42.97286862414579,42.97286862414579,42.92006974864868,42.88501620424844,10.147258332602767,6.142430165360118,6.135197169664353,6.116005107417704 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.04105557177629756,0.04105557177629756,0.04090476204464955,0.0407915993104881,0.0018336460545392602,0.0009828590497154284,0.000981636065391587,0.0009805383955923612 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,23.628855946473465,23.628855946473465,23.603086216191194,23.587709054991066,5.811953193544172,3.529480138738988,3.524927315940172,3.513172912226294 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,0.10023448588249756,0.10023448588249756,0.09991840064110012,0.0996159467238734,0.011785099681646639,0.006494985021636579,0.006494985021636579,0.006443101290525217 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,0.4852390242150444,0.0,0.0,0.0 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.0,0.0,0.0,0.0 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766 +Data,1383108.0,1383108.0,1383108.0,1383108.0,69.0,5.0,5.0,5.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/lpsfs_passggf.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/lpsfs_passggf.csv new file mode 100644 index 00000000..0cba0cf2 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/lpsfs_passggf.csv @@ -0,0 +1,11 @@ +,SF,syst_unc,stat_unc,sj_pt_unc,sj_matching_unc +HHbbVV,1.05 ± 0.22,0.15547108995331937,0.052725000489440246,0.0008406838149166883,0.13091488050400601 +ggHH_kl_2p45_kt_1_HHbbVV,1.06 ± 0.25,0.18449596083782271,0.052139632936191366,0.0011015308978873644,0.13022460739358033 +ggHH_kl_5_kt_1_HHbbVV,1.05 ± 0.47,0.4292185437303008,0.05705279712908716,0.002022527917527146,0.13043408463366082 +ggHH_kl_0_kt_1_HHbbVV,1.08 ± 0.26,0.19363569662906102,0.04805358758717962,0.0012310273749170366,0.13126851554413393 +VBFHHbbVV,1.20 ± 0.43,0.3216538280997532,0.06444196436834324,0.0028488466857702153,0.13039631988676575 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,1.09 ± 0.16,0.03303114307825116,0.05057432713961918,0.008476493191679247,0.12980962743771093 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,1.10 ± 0.16,0.03271944135794986,0.05153270367148423,0.007760256696476223,0.13185249152433953 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,1.21 ± 0.66,0.5190758550370681,0.06572517998898467,0.004735872125170259,0.1450548081714001 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,1.11 ± 0.16,0.030416095507838786,0.050672231786605404,0.009017349200461032,0.1298202522197245 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,1.11 ± 0.31,0.2461089592131286,0.05875497175576201,0.0020857539488056587,0.12964088024841366 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/lpsfs_passvbf.csv b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/lpsfs_passvbf.csv new file mode 100644 index 00000000..b9d96e01 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/lpsfs_passvbf.csv @@ -0,0 +1,11 @@ +,SF,syst_unc,stat_unc,sj_pt_unc,sj_matching_unc +HHbbVV,0.95 ± 0.28,0.2561410936981489,0.07856434788501383,0.010841863482916728,0.1191523325514725 +ggHH_kl_2p45_kt_1_HHbbVV,0.98 ± 0.29,0.256817559100826,0.08162761649790178,0.009575297858818856,0.12763764053993107 +ggHH_kl_5_kt_1_HHbbVV,0.98 ± 0.58,0.5694331197556697,0.07524985450900107,0.015874863024629263,0.14720640086791428 +ggHH_kl_0_kt_1_HHbbVV,0.97 ± 0.29,0.26474504264374177,0.07726988547265556,0.005763758045281085,0.12100246002460024 +VBFHHbbVV,1.08 ± 0.46,0.3785623057161032,0.05098078240779178,0.006963134878500602,0.18628544122331953 +qqHH_CV_1_C2V_0_kl_1_HHbbVV,0.93 ± 0.27,0.16385915333386447,0.05553290977152946,0.015475147785647868,0.22911006839960782 +qqHH_CV_1p5_C2V_1_kl_1_HHbbVV,0.94 ± 0.27,0.16601240523773378,0.05626640929917863,0.01510216000856959,0.22714005028084797 +qqHH_CV_1_C2V_1_kl_2_HHbbVV,0.99 ± 0.65,0.6286761320266583,0.06549445688986373,0.008613438799934335,0.18335027100271 +qqHH_CV_1_C2V_2_kl_1_HHbbVV,0.94 ± 0.27,0.16474240244610602,0.05481188403763621,0.015422563392670808,0.22907868198681472 +qqHH_CV_1_C2V_1_kl_0_HHbbVV,1.03 ± 0.36,0.29483513160566605,0.0501903719870131,0.005015141340947516,0.17681357901726427 diff --git a/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/systematics.json b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/systematics.json new file mode 100644 index 00000000..956717f3 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr24NonresUnblinding/systematics.json @@ -0,0 +1,262 @@ +{ + "passvbf": { + "qqHH_CV_1_C2V_0_kl_1_HHbbVV": { + "lp_sf": 0.9319151497178899, + "lp_sf_unc": 0.2875145732655031, + "lp_sf_uncs": { + "syst_unc": 0.16385915333386447, + "stat_unc": 0.05553290977152946, + "sj_pt_unc": 0.015475147785647868, + "sj_matching_unc": 0.22911006839960782 + } + }, + "HHbbVV": { + "lp_sf": 0.9503388492177763, + "lp_sf_unc": 0.29342024639707515, + "lp_sf_uncs": { + "syst_unc": 0.2561410936981489, + "stat_unc": 0.07856434788501383, + "sj_pt_unc": 0.010841863482916728, + "sj_matching_unc": 0.1191523325514725 + } + }, + "ggHH_kl_2p45_kt_1_HHbbVV": { + "lp_sf": 0.9811093427797604, + "lp_sf_unc": 0.298330990762476, + "lp_sf_uncs": { + "syst_unc": 0.256817559100826, + "stat_unc": 0.08162761649790178, + "sj_pt_unc": 0.009575297858818856, + "sj_matching_unc": 0.12763764053993107 + } + }, + "ggHH_kl_5_kt_1_HHbbVV": { + "lp_sf": 0.9826126459399465, + "lp_sf_unc": 0.5931596363634637, + "lp_sf_uncs": { + "syst_unc": 0.5694331197556697, + "stat_unc": 0.07524985450900107, + "sj_pt_unc": 0.015874863024629263, + "sj_matching_unc": 0.14720640086791428 + } + }, + "ggHH_kl_0_kt_1_HHbbVV": { + "lp_sf": 0.9650480647161521, + "lp_sf_unc": 0.30122315489384854, + "lp_sf_uncs": { + "syst_unc": 0.26474504264374177, + "stat_unc": 0.07726988547265556, + "sj_pt_unc": 0.005763758045281085, + "sj_matching_unc": 0.12100246002460024 + } + }, + "VBFHHbbVV": { + "lp_sf": 1.080002849552601, + "lp_sf_unc": 0.4250402455569426, + "lp_sf_uncs": { + "syst_unc": 0.3785623057161032, + "stat_unc": 0.05098078240779178, + "sj_pt_unc": 0.006963134878500602, + "sj_matching_unc": 0.18628544122331953 + } + }, + "qqHH_CV_1p5_C2V_1_kl_1_HHbbVV": { + "lp_sf": 0.9372668181396107, + "lp_sf_unc": 0.2873094241175371, + "lp_sf_uncs": { + "syst_unc": 0.16601240523773378, + "stat_unc": 0.05626640929917863, + "sj_pt_unc": 0.01510216000856959, + "sj_matching_unc": 0.22714005028084797 + } + }, + "qqHH_CV_1_C2V_1_kl_2_HHbbVV": { + "lp_sf": 0.993699636496845, + "lp_sf_unc": 0.6581904861573327, + "lp_sf_uncs": { + "syst_unc": 0.6286761320266583, + "stat_unc": 0.06549445688986373, + "sj_pt_unc": 0.008613438799934335, + "sj_matching_unc": 0.18335027100271 + } + }, + "qqHH_CV_1_C2V_2_kl_1_HHbbVV": { + "lp_sf": 0.9380976581614738, + "lp_sf_unc": 0.2878529134781984, + "lp_sf_uncs": { + "syst_unc": 0.16474240244610602, + "stat_unc": 0.05481188403763621, + "sj_pt_unc": 0.015422563392670808, + "sj_matching_unc": 0.22907868198681472 + } + }, + "qqHH_CV_1_C2V_1_kl_0_HHbbVV": { + "lp_sf": 1.0349946608219183, + "lp_sf_unc": 0.3474694542498509, + "lp_sf_uncs": { + "syst_unc": 0.29483513160566605, + "stat_unc": 0.0501903719870131, + "sj_pt_unc": 0.005015141340947516, + "sj_matching_unc": 0.17681357901726427 + } + } + }, + "passggf": { + "HHbbVV": { + "lp_sf": 1.0485638725720683, + "lp_sf_unc": 0.20997761350805813, + "lp_sf_uncs": { + "syst_unc": 0.15547108995331937, + "stat_unc": 0.052725000489440246, + "sj_pt_unc": 0.0008406838149166883, + "sj_matching_unc": 0.13091488050400601 + } + }, + "qqHH_CV_1_C2V_0_kl_1_HHbbVV": { + "lp_sf": 1.0937644435666565, + "lp_sf_unc": 0.14342666868831272, + "lp_sf_uncs": { + "syst_unc": 0.03303114307825116, + "stat_unc": 0.05057432713961918, + "sj_pt_unc": 0.008476493191679247, + "sj_matching_unc": 0.12980962743771093 + } + }, + "ggHH_kl_2p45_kt_1_HHbbVV": { + "lp_sf": 1.0621228889206078, + "lp_sf_unc": 0.23176920120957253, + "lp_sf_uncs": { + "syst_unc": 0.18449596083782271, + "stat_unc": 0.052139632936191366, + "sj_pt_unc": 0.0011015308978873644, + "sj_matching_unc": 0.13022460739358033 + } + }, + "ggHH_kl_5_kt_1_HHbbVV": { + "lp_sf": 1.0473616562363346, + "lp_sf_unc": 0.45221755936231744, + "lp_sf_uncs": { + "syst_unc": 0.4292185437303008, + "stat_unc": 0.05705279712908716, + "sj_pt_unc": 0.002022527917527146, + "sj_matching_unc": 0.13043408463366082 + } + }, + "ggHH_kl_0_kt_1_HHbbVV": { + "lp_sf": 1.0759400266679267, + "lp_sf_unc": 0.23882392863902652, + "lp_sf_uncs": { + "syst_unc": 0.19363569662906102, + "stat_unc": 0.04805358758717962, + "sj_pt_unc": 0.0012310273749170366, + "sj_matching_unc": 0.13126851554413393 + } + }, + "VBFHHbbVV": { + "lp_sf": 1.2044880688121518, + "lp_sf_unc": 0.353023041840511, + "lp_sf_uncs": { + "syst_unc": 0.3216538280997532, + "stat_unc": 0.06444196436834324, + "sj_pt_unc": 0.0028488466857702153, + "sj_matching_unc": 0.13039631988676575 + } + }, + "qqHH_CV_1p5_C2V_1_kl_1_HHbbVV": { + "lp_sf": 1.1023008814651754, + "lp_sf_unc": 0.14550423531856574, + "lp_sf_uncs": { + "syst_unc": 0.03271944135794986, + "stat_unc": 0.05153270367148423, + "sj_pt_unc": 0.007760256696476223, + "sj_matching_unc": 0.13185249152433953 + } + }, + "qqHH_CV_1_C2V_1_kl_2_HHbbVV": { + "lp_sf": 1.2121489471482003, + "lp_sf_unc": 0.5429759372435167, + "lp_sf_uncs": { + "syst_unc": 0.5190758550370681, + "stat_unc": 0.06572517998898467, + "sj_pt_unc": 0.004735872125170259, + "sj_matching_unc": 0.1450548081714001 + } + }, + "qqHH_CV_1_C2V_2_kl_1_HHbbVV": { + "lp_sf": 1.1056620861069009, + "lp_sf_unc": 0.1429245409759058, + "lp_sf_uncs": { + "syst_unc": 0.030416095507838786, + "stat_unc": 0.050672231786605404, + "sj_pt_unc": 0.009017349200461032, + "sj_matching_unc": 0.1298202522197245 + } + }, + "qqHH_CV_1_C2V_1_kl_0_HHbbVV": { + "lp_sf": 1.1073994248910057, + "lp_sf_unc": 0.284311228607152, + "lp_sf_uncs": { + "syst_unc": 0.2461089592131286, + "stat_unc": 0.05875497175576201, + "sj_pt_unc": 0.0020857539488056587, + "sj_matching_unc": 0.12964088024841366 + } + } + }, + "2016": { + "passggf": { + "trig_total": 50915.82779404082, + "trig_total_err": 239.57665248007672 + }, + "fail": { + "trig_total": 2191129.51425094, + "trig_total_err": 3393.9771949494093 + }, + "passvbf": { + "trig_total": 154861.2273932935, + "trig_total_err": 3894.1821702776856 + } + }, + "2016APV": { + "passggf": { + "trig_total": 55833.275262157826, + "trig_total_err": 223.36784381564917 + }, + "fail": { + "trig_total": 2578476.2790518906, + "trig_total_err": 3693.285504726755 + }, + "passvbf": { + "trig_total": 175190.49526402235, + "trig_total_err": 4318.649481220402 + } + }, + "2017": { + "passggf": { + "trig_total": 102355.62179913961, + "trig_total_err": 315.06525681737253 + }, + "fail": { + "trig_total": 2460502.005127463, + "trig_total_err": 2704.983599867493 + }, + "passvbf": { + "trig_total": 389745.69783708075, + "trig_total_err": 7746.5100600706855 + } + }, + "2018": { + "passggf": { + "trig_total": 73034.45136978127, + "trig_total_err": 211.73411925127883 + }, + "fail": { + "trig_total": 1876156.0255485063, + "trig_total_err": 1795.8409437101016 + }, + "passvbf": { + "trig_total": 276742.9830432943, + "trig_total_err": 5028.429129818956 + } + } +} From 82c9a03c7d6b2decbf7d0234b2f5f85ad55b85f1 Mon Sep 17 00:00:00 2001 From: rkansal47 Date: Wed, 24 Apr 2024 20:05:04 -0500 Subject: [PATCH 2/9] blinded createdatacard --- src/HHbbVV/postprocessing/CreateDatacard.py | 14 ++++++++++---- 1 file changed, 10 insertions(+), 4 deletions(-) diff --git a/src/HHbbVV/postprocessing/CreateDatacard.py b/src/HHbbVV/postprocessing/CreateDatacard.py index 2b828aec..2fc44064 100644 --- a/src/HHbbVV/postprocessing/CreateDatacard.py +++ b/src/HHbbVV/postprocessing/CreateDatacard.py @@ -62,6 +62,7 @@ add_bool_arg(parser, "sig-separate", "separate templates for signals and bgs", default=False) add_bool_arg(parser, "do-jshifts", "Do JEC/JMC corrections.", default=True) +add_bool_arg(parser, "blinded", "create separate regions with MC blinded", default=True) add_bool_arg(parser, "only-sm", "Only add SM HH samples for (for debugging nonres)", default=False) add_bool_arg( @@ -782,6 +783,7 @@ def nonres_alphabet_fit( templates_summed: dict, scale: float = None, min_qcd_val: float = None, + blinded: bool = True, ): shape_var = shape_vars[0] m_obs = rl.Observable(shape_var.name, shape_var.bins) @@ -800,7 +802,9 @@ def nonres_alphabet_fit( fail_qcd_samples = {} - for blind_str in ["", MCB_LABEL]: + blind_strs = ["", MCB_LABEL] if blinded else [""] + + for blind_str in blind_strs: failChName = f"fail{blind_str}".replace("_", "") logging.info(f"Setting up fail region {failChName}") failCh = model[failChName] @@ -863,7 +867,7 @@ def nonres_alphabet_fit( tf_dataResidual_params = tf_dataResidual(shape_var.scaled) tf_params_pass = qcd_eff * tf_dataResidual_params # scale params initially by qcd eff - for blind_str in ["", MCB_LABEL]: + for blind_str in blind_strs: # for blind_str in [MCB_LABEL]: passChName = f"{sr}{blind_str}".replace("_", "") logging.info(f"setting transfer factor for pass region {passChName}") @@ -979,8 +983,10 @@ def res_alphabet_fit( def createDatacardAlphabet(args, templates_dict, templates_summed, shape_vars): # (*signal_regions, fail) x (MC not-blinded, MC blinded) + blind_strs = ["", MCB_LABEL] if args.blinded else [""] + regions: list[str] = [ - f"{pf}{blind_str}" for pf in [*signal_regions, "fail"] for blind_str in ["", MCB_LABEL] + f"{pf}{blind_str}" for pf in [*signal_regions, "fail"] for blind_str in blind_strs ] # build actual fit model now @@ -1012,7 +1018,7 @@ def createDatacardAlphabet(args, templates_dict, templates_summed, shape_vars): res_alphabet_fit(*fit_args) else: fill_regions(*fill_args) - nonres_alphabet_fit(*fit_args) + nonres_alphabet_fit(args.blinded, *fit_args) ############################################## # Save model From 2ab9d7d5a8ce126627d40cc55701d62a3652299f Mon Sep 17 00:00:00 2001 From: rkansal47 Date: Wed, 24 Apr 2024 20:06:39 -0500 Subject: [PATCH 3/9] cards --- .../VBF_binder/VBFKinematicsStudyRK.ipynb | 79 +++++++++++++++++++ src/HHbbVV/combine/binder/PlotScan.ipynb | 2 +- src/HHbbVV/combine/run_blinded.sh | 18 ++++- src/HHbbVV/postprocessing/CreateDatacard.py | 19 ++--- 4 files changed, 107 insertions(+), 11 deletions(-) diff --git a/src/HHbbVV/VBF_binder/VBFKinematicsStudyRK.ipynb b/src/HHbbVV/VBF_binder/VBFKinematicsStudyRK.ipynb index 2112f2ca..5d8379c3 100644 --- a/src/HHbbVV/VBF_binder/VBFKinematicsStudyRK.ipynb +++ b/src/HHbbVV/VBF_binder/VBFKinematicsStudyRK.ipynb @@ -709,6 +709,85 @@ "matching_efficiency(gen_quarks[tsel], sjets)" ] }, + { + "cell_type": "markdown", + "id": "25d84192", + "metadata": {}, + "source": [ + "Testing more efficient ways of saving the jets" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b7e1dfeb", + "metadata": {}, + "outputs": [], + "source": [ + "jets = vbf_jets[tsel]\n", + "num_jets = 3\n", + "eta_jj_min = 2\n", + "jets = ak.pad_none(jets, num_jets, clip=True)\n", + "eta = jets.eta\n", + "\n", + "etas = []\n", + "i_s = []\n", + "for i in range(num_jets):\n", + " for j in range(i + 1, num_jets):\n", + " etajj = ak.fill_none(np.abs(eta[:, i] - eta[:, j]) >= eta_jj_min, False)\n", + " etas.append(etajj)\n", + " i_s.append([i, j])\n", + "\n", + "inds = np.zeros((len(jets), 2))\n", + "inds[:, 1] += 1\n", + "\n", + "eta_jj_cache = ~etas[0]\n", + "for n in range(1, len(etas)):\n", + " inds[eta_jj_cache * etas[n]] = i_s[n]\n", + " eta_jj_cache = eta_jj_cache * ~etas[n]\n", + "\n", + "i1 = inds[:, 0].astype(int)\n", + "i2 = inds[:, 1].astype(int)\n", + "\n", + "j1 = jets[np.arange(len(jets)), i1]\n", + "j2 = jets[np.arange(len(jets)), i2]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b3ca6ce0", + "metadata": {}, + "outputs": [], + "source": [ + "PAD_VAL = -99999\n", + "num_ak4_jets = 2" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0de25e6c", + "metadata": {}, + "outputs": [], + "source": [ + "mask = np.zeros((len(jets), len(jets[0])))\n", + "mask[np.arange(len(jets)), i1] = 1\n", + "mask[np.arange(len(jets)), i2] = 1\n", + "jets[ak.Array(mask.astype(bool))]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "330d7265", + "metadata": {}, + "outputs": [], + "source": [ + "vbf_jets_ak8_etaminjj = jets[ak.Array(mask.astype(bool))]\n", + "np.reshape(ak.fill_none(vbf_jets_ak8_etaminjj.pt, -PAD_VAL).to_numpy(), (-1, num_ak4_jets))" + ] + }, { "cell_type": "markdown", "id": "bf5a8917", diff --git a/src/HHbbVV/combine/binder/PlotScan.ipynb b/src/HHbbVV/combine/binder/PlotScan.ipynb index ad1546c8..71d79211 100644 --- a/src/HHbbVV/combine/binder/PlotScan.ipynb +++ b/src/HHbbVV/combine/binder/PlotScan.ipynb @@ -56,7 +56,7 @@ "# scan_bdt_wps = [0.6, 0.9, 0.96, 0.99, 0.997, 0.998, 0.999]\n", "\n", "scan_txbb_wps = [\"MP\", \"HP\"]\n", - "scan_bdt_wps = [0.9, 0.98, 0.995, 0.996, 0.9965, 0.998]\n", + "scan_bdt_wps = [0.9, 0.98, 0.995, 0.9965, 0.998]\n", "\n", "scan_lepton_veto = [\"Hbb\"]\n", "scan_thww_wps = [0.4, 0.6, 0.8, 0.9, 0.94, 0.96, 0.98]\n", diff --git a/src/HHbbVV/combine/run_blinded.sh b/src/HHbbVV/combine/run_blinded.sh index c86f3d92..22760ba6 100755 --- a/src/HHbbVV/combine/run_blinded.sh +++ b/src/HHbbVV/combine/run_blinded.sh @@ -35,6 +35,7 @@ workspace=0 bfit=0 limits=0 +toylimits=0 significance=0 dfit=0 dfit_asimov=0 @@ -52,7 +53,7 @@ mintol=0.1 # --cminDefaultMinimizerTolerance nonresggf=1 nonresvbf=1 -options=$(getopt -o "wblsdrgti" --long "workspace,bfit,limits,significance,dfit,dfitasimov,resonant,noggf,novbf,gofdata,goftoys,impactsi,impactsf:,impactsc:,bias:,seed:,numtoys:,mintol:" -- "$@") +options=$(getopt -o "wblsdrgti" --long "workspace,bfit,limits,significance,dfit,dfitasimov,toylimits,resonant,noggf,novbf,gofdata,goftoys,impactsi,impactsf:,impactsc:,bias:,seed:,numtoys:,mintol:" -- "$@") eval set -- "$options" while true; do @@ -66,6 +67,9 @@ while true; do -l|--limits) limits=1 ;; + --toylimits) + toylimits=1 + ;; -s|--significance) significance=1 ;; @@ -311,6 +315,18 @@ if [ $limits = 1 ]; then fi +if [ $toylimits = 1 ]; then + echo "Expected limits (MC Unblinded) using toys" + # combine -M HybridNew --LHCmode LHC-limits --saveHybridResult -m 125 -n "" -d ${wsm_snapshot}.root --snapshotName MultiDimFit -v 9 \ + # ${unblindedparams},r=0 -s "$seed" --bypassFrequentistFit --rAbsAcc 1.0 -T 200 \ + # --floatParameters "${freezeparamsblinded},r" --toysFrequentist --expectedFromGrid 0.500 2>&1 | tee $outsdir/ToysLimits.txt + + combine -M HybridNew --LHCmode LHC-limits --singlePoint 0 --saveHybridResult -m 125 -n "" -d ${wsm_snapshot}.root --snapshotName MultiDimFit -v 9 --saveToys \ + ${unblindedparams},r=0 -s "$seed" --bypassFrequentistFit --rAbsAcc 1.0 -T 100 --clsAcc 10 \ + --floatParameters "${freezeparamsblinded},r" --toysFrequentist 2>&1 | tee $outsdir/ToysLimitsSP.txt +fi + + if [ $significance = 1 ]; then echo "Expected significance (MC Unblinded)" combine -M Significance -d ${wsm_snapshot}.root -n "" --significance -m 125 --snapshotName MultiDimFit -v 9 \ diff --git a/src/HHbbVV/postprocessing/CreateDatacard.py b/src/HHbbVV/postprocessing/CreateDatacard.py index 2b828aec..f13a8994 100644 --- a/src/HHbbVV/postprocessing/CreateDatacard.py +++ b/src/HHbbVV/postprocessing/CreateDatacard.py @@ -1020,13 +1020,12 @@ def createDatacardAlphabet(args, templates_dict, templates_summed, shape_vars): logging.info("Rendering combine model") - out_dir = args.cards_dir / args.model_name if args.model_name is not None else args.cards_dir - model.renderCombine(out_dir) + model.renderCombine(args.models_dir) - with (out_dir / "model.pkl").open("wb") as fout: + with (args.models_dir / "model.pkl").open("wb") as fout: pickle.dump(model, fout, 2) # use python 2 compatible protocol - logging.info(f"Wrote model to {out_dir}") + logging.info(f"Wrote model to {args.models_dir!s}") def fill_yields(channels, channels_summed): @@ -1256,9 +1255,7 @@ def createDatacardABCD(args, templates_dict, templates_summed, shape_vars): channels, channels_dict, channels_summed, rates_dict ) - out_dir = args.cards_dir / args.model_name if args.model_name is not None else args.cards_dir - - with (out_dir / "datacard.txt").open("w") as f: + with (args.models_dir / "datacard.txt").open("w") as f: f.write(helpers.abcd_datacard_template.substitute(datacard_dict)) return @@ -1300,8 +1297,12 @@ def main(args): for i, axis in enumerate(sample_templates.axes[1:]) ] - args.cards_dir.mkdir(parents=True, exist_ok=True) - with (args.cards_dir / "templates.txt").open("w") as f: + args.models_dir = ( + args.cards_dir / args.model_name if args.model_name is not None else args.cards_dir + ) + args.models_dir.mkdir(parents=True, exist_ok=True) + + with (args.models_dir / "templates.txt").open("w") as f: f.write(str(args.templates_dir.absolute())) dc_args = [args, templates_dict, templates_summed, shape_vars] From d9af0e0c137b10adfd6dc27e4e2a580f2a7c5974 Mon Sep 17 00:00:00 2001 From: rkansal47 Date: Fri, 26 Apr 2024 10:32:59 -0500 Subject: [PATCH 4/9] looser ggf cuts --- .../bash_scripts/NonresTemplates.sh | 6 +- .../24Apr26NonresBDT994/2016APV_templates.pkl | Bin 0 -> 246418 bytes .../24Apr26NonresBDT994/2016_templates.pkl | Bin 0 -> 246418 bytes .../24Apr26NonresBDT994/2017_templates.pkl | Bin 0 -> 246418 bytes .../24Apr26NonresBDT994/2018_templates.pkl | Bin 0 -> 246418 bytes .../cutflows/2016/fail_cutflow.csv | 16 ++++ .../cutflows/2016/fail_cutflow_JER_down.csv | 16 ++++ .../cutflows/2016/fail_cutflow_JER_up.csv | 16 ++++ .../cutflows/2016/fail_cutflow_JES_down.csv | 16 ++++ .../cutflows/2016/fail_cutflow_JES_up.csv | 16 ++++ .../cutflows/2016/fail_cutflow_JMR_down.csv | 16 ++++ .../cutflows/2016/fail_cutflow_JMR_up.csv | 16 ++++ .../cutflows/2016/fail_cutflow_JMS_down.csv | 16 ++++ .../cutflows/2016/fail_cutflow_JMS_up.csv | 16 ++++ .../cutflows/2016/passggf_cutflow.csv | 16 ++++ .../2016/passggf_cutflow_JER_down.csv | 16 ++++ .../cutflows/2016/passggf_cutflow_JER_up.csv | 16 ++++ .../2016/passggf_cutflow_JES_down.csv | 16 ++++ .../cutflows/2016/passggf_cutflow_JES_up.csv | 16 ++++ .../2016/passggf_cutflow_JMR_down.csv | 16 ++++ .../cutflows/2016/passggf_cutflow_JMR_up.csv | 16 ++++ .../2016/passggf_cutflow_JMS_down.csv | 16 ++++ .../cutflows/2016/passggf_cutflow_JMS_up.csv | 16 ++++ .../cutflows/2016/passvbf_cutflow.csv | 16 ++++ .../2016/passvbf_cutflow_JER_down.csv | 16 ++++ .../cutflows/2016/passvbf_cutflow_JER_up.csv | 16 ++++ .../2016/passvbf_cutflow_JES_down.csv | 16 ++++ .../cutflows/2016/passvbf_cutflow_JES_up.csv | 16 ++++ .../2016/passvbf_cutflow_JMR_down.csv | 16 ++++ .../cutflows/2016/passvbf_cutflow_JMR_up.csv | 16 ++++ .../2016/passvbf_cutflow_JMS_down.csv | 16 ++++ .../cutflows/2016/passvbf_cutflow_JMS_up.csv | 16 ++++ .../cutflows/2016APV/fail_cutflow.csv | 16 ++++ .../2016APV/fail_cutflow_JER_down.csv | 16 ++++ .../cutflows/2016APV/fail_cutflow_JER_up.csv | 16 ++++ .../2016APV/fail_cutflow_JES_down.csv | 16 ++++ .../cutflows/2016APV/fail_cutflow_JES_up.csv | 16 ++++ .../2016APV/fail_cutflow_JMR_down.csv | 16 ++++ .../cutflows/2016APV/fail_cutflow_JMR_up.csv | 16 ++++ .../2016APV/fail_cutflow_JMS_down.csv | 16 ++++ .../cutflows/2016APV/fail_cutflow_JMS_up.csv | 16 ++++ .../cutflows/2016APV/passggf_cutflow.csv | 16 ++++ .../2016APV/passggf_cutflow_JER_down.csv | 16 ++++ .../2016APV/passggf_cutflow_JER_up.csv | 16 ++++ .../2016APV/passggf_cutflow_JES_down.csv | 16 ++++ .../2016APV/passggf_cutflow_JES_up.csv | 16 ++++ .../2016APV/passggf_cutflow_JMR_down.csv | 16 ++++ .../2016APV/passggf_cutflow_JMR_up.csv | 16 ++++ .../2016APV/passggf_cutflow_JMS_down.csv | 16 ++++ .../2016APV/passggf_cutflow_JMS_up.csv | 16 ++++ .../cutflows/2016APV/passvbf_cutflow.csv | 16 ++++ .../2016APV/passvbf_cutflow_JER_down.csv | 16 ++++ .../2016APV/passvbf_cutflow_JER_up.csv | 16 ++++ .../2016APV/passvbf_cutflow_JES_down.csv | 16 ++++ .../2016APV/passvbf_cutflow_JES_up.csv | 16 ++++ .../2016APV/passvbf_cutflow_JMR_down.csv | 16 ++++ .../2016APV/passvbf_cutflow_JMR_up.csv | 16 ++++ .../2016APV/passvbf_cutflow_JMS_down.csv | 16 ++++ .../2016APV/passvbf_cutflow_JMS_up.csv | 16 ++++ .../cutflows/2017/fail_cutflow.csv | 16 ++++ .../cutflows/2017/fail_cutflow_JER_down.csv | 16 ++++ .../cutflows/2017/fail_cutflow_JER_up.csv | 16 ++++ .../cutflows/2017/fail_cutflow_JES_down.csv | 16 ++++ .../cutflows/2017/fail_cutflow_JES_up.csv | 16 ++++ .../cutflows/2017/fail_cutflow_JMR_down.csv | 16 ++++ .../cutflows/2017/fail_cutflow_JMR_up.csv | 16 ++++ .../cutflows/2017/fail_cutflow_JMS_down.csv | 16 ++++ .../cutflows/2017/fail_cutflow_JMS_up.csv | 16 ++++ .../cutflows/2017/passggf_cutflow.csv | 16 ++++ .../2017/passggf_cutflow_JER_down.csv | 16 ++++ .../cutflows/2017/passggf_cutflow_JER_up.csv | 16 ++++ .../2017/passggf_cutflow_JES_down.csv | 16 ++++ .../cutflows/2017/passggf_cutflow_JES_up.csv | 16 ++++ .../2017/passggf_cutflow_JMR_down.csv | 16 ++++ .../cutflows/2017/passggf_cutflow_JMR_up.csv | 16 ++++ .../2017/passggf_cutflow_JMS_down.csv | 16 ++++ .../cutflows/2017/passggf_cutflow_JMS_up.csv | 16 ++++ .../cutflows/2017/passvbf_cutflow.csv | 16 ++++ .../2017/passvbf_cutflow_JER_down.csv | 16 ++++ .../cutflows/2017/passvbf_cutflow_JER_up.csv | 16 ++++ .../2017/passvbf_cutflow_JES_down.csv | 16 ++++ .../cutflows/2017/passvbf_cutflow_JES_up.csv | 16 ++++ .../2017/passvbf_cutflow_JMR_down.csv | 16 ++++ .../cutflows/2017/passvbf_cutflow_JMR_up.csv | 16 ++++ .../2017/passvbf_cutflow_JMS_down.csv | 16 ++++ .../cutflows/2017/passvbf_cutflow_JMS_up.csv | 16 ++++ .../cutflows/2018/fail_cutflow.csv | 16 ++++ .../cutflows/2018/fail_cutflow_JER_down.csv | 16 ++++ .../cutflows/2018/fail_cutflow_JER_up.csv | 16 ++++ .../cutflows/2018/fail_cutflow_JES_down.csv | 16 ++++ .../cutflows/2018/fail_cutflow_JES_up.csv | 16 ++++ .../cutflows/2018/fail_cutflow_JMR_down.csv | 16 ++++ .../cutflows/2018/fail_cutflow_JMR_up.csv | 16 ++++ .../cutflows/2018/fail_cutflow_JMS_down.csv | 16 ++++ .../cutflows/2018/fail_cutflow_JMS_up.csv | 16 ++++ .../cutflows/2018/passggf_cutflow.csv | 16 ++++ .../2018/passggf_cutflow_JER_down.csv | 16 ++++ .../cutflows/2018/passggf_cutflow_JER_up.csv | 16 ++++ .../2018/passggf_cutflow_JES_down.csv | 16 ++++ .../cutflows/2018/passggf_cutflow_JES_up.csv | 16 ++++ .../2018/passggf_cutflow_JMR_down.csv | 16 ++++ .../cutflows/2018/passggf_cutflow_JMR_up.csv | 16 ++++ .../2018/passggf_cutflow_JMS_down.csv | 16 ++++ .../cutflows/2018/passggf_cutflow_JMS_up.csv | 16 ++++ .../cutflows/2018/passvbf_cutflow.csv | 16 ++++ .../2018/passvbf_cutflow_JER_down.csv | 16 ++++ .../cutflows/2018/passvbf_cutflow_JER_up.csv | 16 ++++ .../2018/passvbf_cutflow_JES_down.csv | 16 ++++ .../cutflows/2018/passvbf_cutflow_JES_up.csv | 16 ++++ .../2018/passvbf_cutflow_JMR_down.csv | 16 ++++ .../cutflows/2018/passvbf_cutflow_JMR_up.csv | 16 ++++ .../2018/passvbf_cutflow_JMS_down.csv | 16 ++++ .../cutflows/2018/passvbf_cutflow_JMS_up.csv | 16 ++++ .../24Apr26NonresBDT994/lpsfs_passggf.csv | 2 + .../24Apr26NonresBDT994/lpsfs_passvbf.csv | 2 + .../24Apr26NonresBDT994/systematics.json | 82 ++++++++++++++++++ .../24Apr26NonresBDT995/2016APV_templates.pkl | Bin 0 -> 246418 bytes .../24Apr26NonresBDT995/2016_templates.pkl | Bin 0 -> 246418 bytes .../24Apr26NonresBDT995/2017_templates.pkl | Bin 0 -> 246418 bytes .../24Apr26NonresBDT995/2018_templates.pkl | Bin 0 -> 246418 bytes .../cutflows/2016/fail_cutflow.csv | 16 ++++ .../cutflows/2016/fail_cutflow_JER_down.csv | 16 ++++ .../cutflows/2016/fail_cutflow_JER_up.csv | 16 ++++ .../cutflows/2016/fail_cutflow_JES_down.csv | 16 ++++ .../cutflows/2016/fail_cutflow_JES_up.csv | 16 ++++ .../cutflows/2016/fail_cutflow_JMR_down.csv | 16 ++++ .../cutflows/2016/fail_cutflow_JMR_up.csv | 16 ++++ .../cutflows/2016/fail_cutflow_JMS_down.csv | 16 ++++ .../cutflows/2016/fail_cutflow_JMS_up.csv | 16 ++++ .../cutflows/2016/passggf_cutflow.csv | 16 ++++ .../2016/passggf_cutflow_JER_down.csv | 16 ++++ .../cutflows/2016/passggf_cutflow_JER_up.csv | 16 ++++ .../2016/passggf_cutflow_JES_down.csv | 16 ++++ .../cutflows/2016/passggf_cutflow_JES_up.csv | 16 ++++ .../2016/passggf_cutflow_JMR_down.csv | 16 ++++ .../cutflows/2016/passggf_cutflow_JMR_up.csv | 16 ++++ .../2016/passggf_cutflow_JMS_down.csv | 16 ++++ .../cutflows/2016/passggf_cutflow_JMS_up.csv | 16 ++++ .../cutflows/2016/passvbf_cutflow.csv | 16 ++++ .../2016/passvbf_cutflow_JER_down.csv | 16 ++++ .../cutflows/2016/passvbf_cutflow_JER_up.csv | 16 ++++ .../2016/passvbf_cutflow_JES_down.csv | 16 ++++ .../cutflows/2016/passvbf_cutflow_JES_up.csv | 16 ++++ .../2016/passvbf_cutflow_JMR_down.csv | 16 ++++ .../cutflows/2016/passvbf_cutflow_JMR_up.csv | 16 ++++ .../2016/passvbf_cutflow_JMS_down.csv | 16 ++++ .../cutflows/2016/passvbf_cutflow_JMS_up.csv | 16 ++++ .../cutflows/2016APV/fail_cutflow.csv | 16 ++++ .../2016APV/fail_cutflow_JER_down.csv | 16 ++++ .../cutflows/2016APV/fail_cutflow_JER_up.csv | 16 ++++ .../2016APV/fail_cutflow_JES_down.csv | 16 ++++ .../cutflows/2016APV/fail_cutflow_JES_up.csv | 16 ++++ .../2016APV/fail_cutflow_JMR_down.csv | 16 ++++ .../cutflows/2016APV/fail_cutflow_JMR_up.csv | 16 ++++ .../2016APV/fail_cutflow_JMS_down.csv | 16 ++++ .../cutflows/2016APV/fail_cutflow_JMS_up.csv | 16 ++++ .../cutflows/2016APV/passggf_cutflow.csv | 16 ++++ .../2016APV/passggf_cutflow_JER_down.csv | 16 ++++ .../2016APV/passggf_cutflow_JER_up.csv | 16 ++++ .../2016APV/passggf_cutflow_JES_down.csv | 16 ++++ .../2016APV/passggf_cutflow_JES_up.csv | 16 ++++ .../2016APV/passggf_cutflow_JMR_down.csv | 16 ++++ .../2016APV/passggf_cutflow_JMR_up.csv | 16 ++++ .../2016APV/passggf_cutflow_JMS_down.csv | 16 ++++ .../2016APV/passggf_cutflow_JMS_up.csv | 16 ++++ .../cutflows/2016APV/passvbf_cutflow.csv | 16 ++++ .../2016APV/passvbf_cutflow_JER_down.csv | 16 ++++ .../2016APV/passvbf_cutflow_JER_up.csv | 16 ++++ .../2016APV/passvbf_cutflow_JES_down.csv | 16 ++++ .../2016APV/passvbf_cutflow_JES_up.csv | 16 ++++ .../2016APV/passvbf_cutflow_JMR_down.csv | 16 ++++ .../2016APV/passvbf_cutflow_JMR_up.csv | 16 ++++ .../2016APV/passvbf_cutflow_JMS_down.csv | 16 ++++ .../2016APV/passvbf_cutflow_JMS_up.csv | 16 ++++ .../cutflows/2017/fail_cutflow.csv | 16 ++++ .../cutflows/2017/fail_cutflow_JER_down.csv | 16 ++++ .../cutflows/2017/fail_cutflow_JER_up.csv | 16 ++++ .../cutflows/2017/fail_cutflow_JES_down.csv | 16 ++++ .../cutflows/2017/fail_cutflow_JES_up.csv | 16 ++++ .../cutflows/2017/fail_cutflow_JMR_down.csv | 16 ++++ .../cutflows/2017/fail_cutflow_JMR_up.csv | 16 ++++ .../cutflows/2017/fail_cutflow_JMS_down.csv | 16 ++++ .../cutflows/2017/fail_cutflow_JMS_up.csv | 16 ++++ .../cutflows/2017/passggf_cutflow.csv | 16 ++++ .../2017/passggf_cutflow_JER_down.csv | 16 ++++ .../cutflows/2017/passggf_cutflow_JER_up.csv | 16 ++++ .../2017/passggf_cutflow_JES_down.csv | 16 ++++ .../cutflows/2017/passggf_cutflow_JES_up.csv | 16 ++++ .../2017/passggf_cutflow_JMR_down.csv | 16 ++++ .../cutflows/2017/passggf_cutflow_JMR_up.csv | 16 ++++ .../2017/passggf_cutflow_JMS_down.csv | 16 ++++ .../cutflows/2017/passggf_cutflow_JMS_up.csv | 16 ++++ .../cutflows/2017/passvbf_cutflow.csv | 16 ++++ .../2017/passvbf_cutflow_JER_down.csv | 16 ++++ .../cutflows/2017/passvbf_cutflow_JER_up.csv | 16 ++++ .../2017/passvbf_cutflow_JES_down.csv | 16 ++++ .../cutflows/2017/passvbf_cutflow_JES_up.csv | 16 ++++ .../2017/passvbf_cutflow_JMR_down.csv | 16 ++++ .../cutflows/2017/passvbf_cutflow_JMR_up.csv | 16 ++++ .../2017/passvbf_cutflow_JMS_down.csv | 16 ++++ .../cutflows/2017/passvbf_cutflow_JMS_up.csv | 16 ++++ .../cutflows/2018/fail_cutflow.csv | 16 ++++ .../cutflows/2018/fail_cutflow_JER_down.csv | 16 ++++ .../cutflows/2018/fail_cutflow_JER_up.csv | 16 ++++ .../cutflows/2018/fail_cutflow_JES_down.csv | 16 ++++ .../cutflows/2018/fail_cutflow_JES_up.csv | 16 ++++ .../cutflows/2018/fail_cutflow_JMR_down.csv | 16 ++++ .../cutflows/2018/fail_cutflow_JMR_up.csv | 16 ++++ .../cutflows/2018/fail_cutflow_JMS_down.csv | 16 ++++ .../cutflows/2018/fail_cutflow_JMS_up.csv | 16 ++++ .../cutflows/2018/passggf_cutflow.csv | 16 ++++ .../2018/passggf_cutflow_JER_down.csv | 16 ++++ .../cutflows/2018/passggf_cutflow_JER_up.csv | 16 ++++ .../2018/passggf_cutflow_JES_down.csv | 16 ++++ .../cutflows/2018/passggf_cutflow_JES_up.csv | 16 ++++ .../2018/passggf_cutflow_JMR_down.csv | 16 ++++ .../cutflows/2018/passggf_cutflow_JMR_up.csv | 16 ++++ .../2018/passggf_cutflow_JMS_down.csv | 16 ++++ .../cutflows/2018/passggf_cutflow_JMS_up.csv | 16 ++++ .../cutflows/2018/passvbf_cutflow.csv | 16 ++++ .../2018/passvbf_cutflow_JER_down.csv | 16 ++++ .../cutflows/2018/passvbf_cutflow_JER_up.csv | 16 ++++ .../2018/passvbf_cutflow_JES_down.csv | 16 ++++ .../cutflows/2018/passvbf_cutflow_JES_up.csv | 16 ++++ .../2018/passvbf_cutflow_JMR_down.csv | 16 ++++ .../cutflows/2018/passvbf_cutflow_JMR_up.csv | 16 ++++ .../2018/passvbf_cutflow_JMS_down.csv | 16 ++++ .../cutflows/2018/passvbf_cutflow_JMS_up.csv | 16 ++++ .../24Apr26NonresBDT995/lpsfs_passggf.csv | 2 + .../24Apr26NonresBDT995/lpsfs_passvbf.csv | 2 + .../24Apr26NonresBDT995/systematics.json | 82 ++++++++++++++++++ 231 files changed, 3631 insertions(+), 3 deletions(-) create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/2016APV_templates.pkl create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/2016_templates.pkl create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/2017_templates.pkl create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/2018_templates.pkl create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/lpsfs_passggf.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/lpsfs_passvbf.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/systematics.json create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/2016APV_templates.pkl create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/2016_templates.pkl create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/2017_templates.pkl create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/2018_templates.pkl create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/lpsfs_passggf.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/lpsfs_passvbf.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/systematics.json diff --git a/src/HHbbVV/postprocessing/bash_scripts/NonresTemplates.sh b/src/HHbbVV/postprocessing/bash_scripts/NonresTemplates.sh index 8e4a4125..874ea448 100755 --- a/src/HHbbVV/postprocessing/bash_scripts/NonresTemplates.sh +++ b/src/HHbbVV/postprocessing/bash_scripts/NonresTemplates.sh @@ -51,10 +51,10 @@ if [[ -z $TAG ]]; then exit 1 fi -io_args="--data-dir $data_dir --bdt-preds-dir $bdt_preds_dir --plot-dir ${MAIN_DIR}/plots/PostProcessing/$TAG --template-dir templates/$TAG $sig_samples" +io_args="--data-dir $data_dir --bdt-preds-dir $bdt_preds_dir --plot-dir ${MAIN_DIR}/plots/PostProcessing/$TAG --template-dir templates/$TAG $sig_samples --nonres-ggf-bdt-wp 0.994" -# get LP SFs first for all regions -# python -u postprocessing.py --year 2016 $io_args --lpsfs --nonres-regions $region +echo "get LP SFs first for all regions" +python -u postprocessing.py --year 2016 $io_args --lpsfs --nonres-regions $region for year in 2016 2016APV 2017 2018 do diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/2016APV_templates.pkl b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/2016APV_templates.pkl new file mode 100644 index 0000000000000000000000000000000000000000..2f439ab5c09e97ba97b700b6abebd621c96e73f7 GIT binary patch literal 246418 zcmeFa30zHW7dGBR(L4{DClw-v#(SNVM5IX*8Z~O3h@>J7(s)dbG$B!>NMuSv(nQJ7 zXeLc6DgFni6X(>gxA*jZ-}62Hp5LQ=)>`+z)>_xT);_y^hJt7g`Lk0}{QPe>Rw|0t z!`j>1&&D1bHOJA(+eh~24{Q{T_RmcMRyr7~^J^K6o3*PQRyS&vi?xlN3+@54rJuEz zleL?zo#i$+_w8=j@F+T0J0I(<);`uh*IE7s;7p)f_ol5)fz(sJ!>x?cQ->v_w9CG_>A1Rj1xp~iN}x3 z!{?tMiZ5e=D83r439FePf~#iy$Y?baMDf*35XD!sPHvU0wTqsYoxPKnlbgdI+)NO` zRWp8Mw3-Q`_-e+Fa^tJ9bFs7a@p5;wblQrqgdKO3#_{5+AoX(NkIpy|e0I_ZJ3h0k z@1I$jaaoBxxQu^$*zwtjy!cFids*>Wym4IH;X7l*<@nQP#;@_%YL8#Rg!lX!PhXF* zdBxA-PZt9Ygaqcw~h!`Cow3||BB z5RBF^t{+#!c>d8E#*N`?7%#?&ui?*8_?e#-cN|E3xZK1(&T)q9SN-^$#Op_;KROUU z*Z!3LUp6k!pEfJeX#J`WkN@Yo(UJK*Mn6~4?1LM$I;~cJ*+v z!#dJMQDA+4JpuoG5~k4M_#NlAvC*>j!9C;te9myPb+Oa6^I4C(Zuq&wJaJcxT{bqm zEjPPb`#5^J?lQ1**exzBwc5^D8tc0nv*y>O2E}TO)9(j56j7XRzOEkrvcIkbTzy@9 zoUFaPto?C=Yw2ZY>+a_5>yiLZ?Onf>S zm{@Q5-BR+_o)x7kRp$<3hpEwYX8pf`WxP8p)2>(#sB-C?^(it)`sve-xm>GQUV4Z! z)GG2570T7UExbgcqck9R&rtET*(B?y+C$^5RVP5Byj1bgyMo$N=|s91%{Ll9&c@KFVsf=~r-F8-5)B=q$P#t+a;ZR_(9-n9nTl+_f`l3Fgrwas zjeRvYWxqc8{0j@m%4_gEEL94VPFr+>e0@BvjD6o!--2G9_UUD_AirO|XCbG}k}66s zMiw!m0rKZ-^mt9z`ER=MdPI6>>A60iP$#4LM)gL#EmCStGA>{N?JeEO$1!XqILFRq zzgE1I2^|Ww4wzbVAm0C;!Ze?IYoJJcZ(KwENQ>bpgarRSia)p z`MsI&`sj_jJJwJA_%=qp3aM{lfkOY6lB?6n@0VDQix?4>H$&5QKF7)3out@~BNO*IwG3zPULynrj(SCDdF0nO-FlpEyd{Z`7qEqK6XuIpA8hTaw>B6G z5aKj*XJMKxMd6~t<8*N&WfU&E<~6!62pMhx@i&^}$mYMRnl0$TaUs}AM>D9^PCoxk z{#zf)ofZb=u8uhmlE|NjGgYfT8n_ArMZ%uLMHDJz_uHq9PnxPsDnQ5A>0H8-?R{g8wc^Judyiv<&LS7`6$XP$HZE3DW!@b1P;) z9_ned1Ks-5%Fe3AB>k{2kYI#F1>m|lE8e?Y5jB?kmUH#X16$x;gH6xL?_ZJsGM`Vi z0(gJ_TGYi)KHhWd6X8wR zl$@l+@oy_|Eo564BAfq=ABD`!y31hSSE~wk8D+BZ?)NvWZ7P+ATCrmDWU&=wh0pSaO3`i6UT*C z9LQ0BrVaET7s)GK-$*w9Q$62I_xj7>4uWoNo8Xz1{An${e3E`nZnwT0r>YID>NT`{ z4~&r9zI3ifht|T!z&VCPm1ZRCr&=GE-*E}AbZs~lQ{Ja&PClQ$#fxMQ+*t!USxSe7 zFPM^D-`%4@S4W~Xz~J-_jhzGJpWowB3Qm3R)P^GVW8#9($nST$^*G&lE3yz<81L!{ z=gs=1PJf-HHX*)bXN;V+`g+Lh%J=lzV1b6blFNTEu7)ja{ukC>G9deScB!}Ntl?M# zQHGy066PC|jb{{NAUPkjL5Hd2wtT1&*?9M^s_9!kHEjO4;e#?&Lsr|L0kyM720AKq&X-_U1V9 z`4qbNs4sk#1>_{3UNw7<9oh9|QiZjsc$k4&pzKbU2J-QCe(GE7n`i-Uw=0JPWXZ>y zZaq#nUgo?#oqP{BPdIP;GDG*ixUz*1|K#xU+{0mO_!f6WaYvLZV)?A>JtSiR@e4YA zS2~cdkK&sj8*S1p;N$w`i{|Q(&;RB_edi@@EnrpC&08J=p*R5O; z_xX$|sNcT8>w3zXZ2pPy|4-XC*U`659UG|QzreooV?Dl~vGaRBHor}GnJGkadIa|h zSfd>I{agzVnZhc6Y!9uLE!q8-x_GPdI-5d{Kw3YWF8O>`nO5xC^T8Cn#9o>`jI|-V zzI?%vg#CAnAkFjuMU*o6^)2*1E^zg_DRju`91N}_A8)$#INf;eR;!+@;WU|Wp4bCU z9=ou}ln^gA80o7v*aBj=?2mBQJEC2016Ru4Fa45Oc`h-MahbRY$V*`wS^L?>%e^bJP!hIJKMn z`leeS(~Y;xhV%9CoQdD}u#fI;_(B;og5HSFx4b+%yBlTH;pQ!~NL7(_Wb;pq|4*~q zs8bEBdNJ_8Twvp}LLGEv#INi}GzM1iswlenttY$xn{gT}KbX{EU?0z$PZ>I7y9s5#g;?^7>@gmz4hQ=sGoZkc?FKsWc#8Khv$p z>Bh6WS8kMd6EopFQ8mo|{PoCKd}XTnhGp9{f&TWxn}=!*k;Ij~a-ZVWVR89_l}w+= z*GFY=Ov~Zb>OgZOtZ%fQR^#r`c0MPrX92(BZUz$t`1J8QmlBU6dYLiglDAX=Dwe-q_4Wk${d4EG4{IR> z$R1K^{}xOB>r=-HJa5PPD}Z#6`}LAp}F_cY*xZSL^JC;+u37pl|-o5wW}E>vy{KG2M8VQi?rdZjI@QSa0h#bgNNTdwl%hXB0D*i-$YMikK+TfX*L%7e)ohxQ?vsmgjVZA3rQJRCCpr^8 zj}Yhmzh&R&UBkSI(G~{JuXDbg_k`s6DwtjddxSg=7WnceCHcB zqs^B@Thm@TkO7r1r0`_W8h1=<9L-y-u@H0>N(CrNjLqVeI{p4uK=*lXi(fC$qAjZ;mvI-s6pZ z^N3Rwku4?%Ete!e`!QVa?BJbukL zoC04&7QMf~Gj;w|!VP#277KvsoItUHTv6n`g}qtrbQ0W;bP42sH}UJr6V(?JCobyv zS{UwbwC4)QUW^KI#W!DlmH}}iP28um#_nTHv_G-mEK^3+t4RRj<*ObAWr?Cwg;N<&EP;lreU^m@Fz$M1{XWL`<-%qig;Yi8qM4}7R*A8-V zqI*0qvIktcQ6QG{Xk0rdx|*0!YCAs}mX&4wD?P;KkvKI$Z62S7@t<8j^AGdnm=bd_e)2)x`#=Bb9XVUnhhoC2kUc;#aS-jv zUNEHcp8W3Merr?KR*g@bcfDSN`exnC|-6^3J7gQ~Ej~Z+Vg-8V%RK zOc)nUji7#JKn*Rlk6v%Ep(R;YuE{jSc{3k8^|x_p9q^p;^X-3o9RFAQVKsNwHeaHK zXDxP~&g#CsYfe^ZWfVPHNanSLHnrkHxaH-aT)whU2$-9=mW zu7k7DCQ6wnR=)YL3^kPtc6v;izd`+vUXI+e;BY-3P;X#BTpCHHy3fx857K@6Bd`aqV2Z3go?mZN@gpcb>caK-A|Pyv5}sdV1M3{ zGwapW*}$N`U5-nN1*O_qUtIQ(8Zw_czP5~@L&ITfRhL-ggX!z{pCe1Bu8)u_AD^3^ zp@!!iz2%|GbZBvSkH7-be@dcztg@Hpn~C{^TMCyW+4WJc)j~u z@*q2(sr7!T+m!LvMpCkEea8lSbKjg&J}Hd~MnqqBDBl2DjQPHFzt}0`t-7VErm~J2 zcAV3`LvKinma|c8yH%VIsUO7mbnp82>20lEZ+ssI4S^?Tft-E3iWdmBuF{THtHd$A z5g%vCkx%EVPWPdzcX_X(^T@y6B*y=z*-tv&Q)YDcAd&C(bGlsn)vR0_uE+5Vq0Td3 zF8)|Oi{$xjs`dBBWo?w0--ia`{P@*uzLI@?=E8=hi!Xy-*?d$WTdvk;t4JJ z*YEKMR&r%%^`dR_EoHwc4v<~nI0)o1H9V&li|9CsLp2LluK1n_e9K z_v`IAXb#d?4ot|Kh^o@b6ATkyzZ2_o#-3qdh5>RJnE3lz$wi*oe}(~424?g|%E^pp zhJpVT12gmXzhZUUG9USbjjx^H2SRIPp zSSd$ZT}L`y$2sASb9Ei*9hq=`DIE$OD%?K`9d6veEm5VG`Wl+pC@Lc( z+z&(CkJ%;**4p`a;~tpfAJA$#*|>YVyWw084qCX~a1V@E{(eAX{>!E@`R#Ua_-)Vf z@%iPT);2N0M$u?m`&eV6SbnFp^x0u!W4YCRI}VTy@A7bRvGeu7JDH4(EdO>G5;@p@ z*ZB7;w%_&s?d13?!5U3`3Kl|&F&7~T!Nu`cnlblZi3sj__*82Q4fL$NeB9j(9o@Iv zdEqm1<1$VV!6hC)G7q1Bf+)U>38MIFv?i=(f(Wjf@gt+vOc2FaGeHzz%{sYNw$?6s zUUv3QUQTWfe{eHF1Xs=Yk3BkcIhuD*X}WyWPC^58Q5?P14fBl6-i{q1GNXYs~yZHMoS5trjnn;E~x zW2-%W1ry%$Ydn2D#^x12i$7fqIFvt4T$z8EEPu_50{E5YjPd@H`_!@}EVYG&E{kR&& z^N-drZVX?;xG{VU#6vJz!?=E24deMoYZy0%uVK6xC%%S1N8x9FR@`wQ@!@h4`#8rL zvS0P%a}uu~mHy~J{9OA}`hVHDJb&7(M5FbqK0N-P>qbZB_Za z^w;ySqnjh0qr2~~C*Ge=z7#qfjvlKqYkpsttj0L~exO6)={bZbQoq`C3$0|5#e(s|7m}_ zlNQs5Zx(?IY1sYZX7drb{7HmSeY>$<6e5gx?-jR6qi-Cp0n~DtFe_o(bHQCx|Go;= zO*+hnbfnon2Pnmf#E?&U(O826CeE2k;oU zMwN@YF^A5`JnOp=h&|gngu;leZWTKSQ zj!_hW7;p7g)s5oF%+pEQVQ&tsA5vDz7_cMY{-=7AWmxalRV4z~`(1)+;-$#eo9*?C z$Bv95pz6Gfy6J-?vRR$Xk6cedep@J?L6*&w>${>;Rb>_+1pcP|*HxFzM}n`6Z{+!; zLiNeS+1|rb|GuPQbB^y`O$&!Sh8+OVp4Aa?cB)IjC$3oqmx9hEsox7H z!O8f};l}KC1}>j#PEgqE0KBP3<@8ovh9h^WU85aCNY)eQpKiNKB`nfdIRuI^u`L5k<(Chv#X;;km=EJsAF-rlHJhOZJumrI-> zW$r`R;}fU7UNwxQz7^Te7d<<27Sg}%e#L094X$?xWeYQ00Zd6;cCmaY#9SY-usSIM znWq<=4E33hVt1+1?%!Sw;gt@`e&`qpo|gNt(A8Oma4$}_jX7->)E4O7sy9i72U~sY zv-sA4(X%;K9J1ojFjNwCh)WWM_TkO7uBs)ne+>{L@Kp0&&ByV6Il&hBcH3lm-B`SB1!|RHl!RF;%3ev^%Ag$| z<|!?17X!=r`{LV9i=z&j0tPUM_fEslL)tIm5W=B!rgC67p`L$hr4tV2TdC!&^oX= z_fD<~D$4?{MPDH8S21(H2~|xF1gxs<8{A?4|D4`F@pne~J|FuY$ityGPOcoRAsmOc zov~HYo@4RR<1)Hs&Cr(5-6#Sr-y)WcEF}H=&nxdJo;^xc2uY!S(*5!-1l-a6iMN7s zi{9R@tcRuV?AS#&CQZ7Ycz<&3^E;{ysml(+w{)p2`8}iG`^AI#jmv}a?P~Wd_$Un2 z9nzAr8e*=FWnh_h{_a8;QUv&7($?l2g~) z;8~gX^G??TBg=mIufvJ|c)f)L=|pfFj$NNq{*ZXNfTf7QTb1?+x;_45dL!121$u>H z6jX-uw!(?5u#)6+(R%vx4)^sHf%-CI%B?DsfB#JjgN^^b?T?_Zr3BhXu!K5@^ZvIs z6XSc$?Ip|M;C*jpCdnX@daty`sJI)XgXcRhwsX2a@bR(xGm-kmv5)pBfdhq-kjYkc zr0dbHceh>{Ohg;l>d$JRE1%09m9XW(YVZr5%f}af6f&z; z^|@0hgIl4fR+8{al%1J+EdD?ds4cq$gN~DbKg>Jb;df3lkKk+D-Pf8&uyEq0q#@;L zB?x+$x&6a_b(DGIc<8atLSQPserzOq^6y^>;!e6fE2tW*7Uo1A3OE8{U%%~R!u@?_ z8>gh$LmsQqLLmmalP-6m@3ZPI9p}T7_A3$lAopWi9r&k87Rps-K)rV5)eEbXK{PtW zE6#Q$Qu$n?Y+RNm#-m8L0?i}NnNm^)7eIDEA3re8L=rLfDu@V`t zy{RFWeGx>O-nYkgO@2OZpj1;|qVo`1oQD1M+u|Uy$cm#yMHvb@dl&0ltVCrCmp6G@ zUV^p!t^30`eF$|_1*_J-s^?-U(GE@N_HNDt+IJ%LF_4EcC?$jKztMGedjN z&BL>dK(dZ+={s%Gzc=pU#$%|ITMK*Vq#7lr#1U|baYk+1!vj94TN_~B;i4C(-yEHE z{pf!G?RMC`Ez(+NB?K+jO8NdCi%j+ia{u^#7WkijZJoD)7N39Y{)}H*@1@X6LrBe| zhl@3)ND@=6C1_*>?l<0deOk8}DWA=YQZuZFCt;omElUqgTL0G@S39*ipTMhQQisg8 zC&G4lPKz6F4dK`|C0-gjGgSM-$;8m27BuS)&#hsfI)4XNZ4;_yGy?5&qBr~b&C%I! zH(!>q*T9nF0=nzX4^CR&Tc6MaYnvM3kv`=}zDW}7*K4II-=q&J`|fXaerk!XhgfzF zh1EdT4%_G2zLP&6Z!?Ni_I}g~k{=UlAMY;(9y()7IUXZ8x8V3aA6J}yxE9$hyj%-T z3W`#T3McQkrb>7)Y+D2HJbNMfs^=&W>ycdjO*fv!`uiE}N5;-e7krPAOQ5dAH$NRunoP!dk@INUjk zfHToNcnhl2t_x{|h%ZUj1J{p1|AUdb!=gqYYPsKTMU)werhEzazSY7)gB$iM7ROJD zM?9}->)Udkelvt4X4=cLcABB`{2}K}&2?a?)wUx@adLfl)JAadFMI+P)kpkpa2^55 z`}r9ZA;!=XX|f=N(iTxQQp@D-t_IPgui8bVq9?8IGl#pMs9__NRW4PIiA{xjrKT_E z^cX_ews|*qiJ76Jr@EJ}J6;QJ{d;#V-aonCkf!Q9n=K8nh3?_m*U$d>daHZxoap6a zMBvHAn3<+zU`%f>Rc}=~8IHw?b<-zM?EJ{v5d^GSm_GM-l3WjKzZ+41o%jIUjML6I zJP9J?8O3>96eJa)avQ2PJwIwI7zW+#m(KU{H-qOrN!lR0Op^7Z`~A1uG?tGKgIN~C z`Nxl`Xr$cG_k-KBk8*DVTlZkE;edzeRL^oDM}G8 zs&70<4YtV#EPn~{KekmK=*xikwO{+hbR41DxUb9oq9>}34dXJjdH~7>I~0dgNcsCw z{%Jqst6N~5UAAL^{(d;dv%J5Zu^FE6AO%&uOmNRXHZ2x!)$c>J-l1=w@bS46Kl4GbrF3$ExofIeg2 z_w^ON$j6w!W{{^G7!=p>X@Bq|!DCr$8n)%mT`0Wv>8mq)JPf}V!hONv3#f1Jf3-UL z3@oLuHC?vf5h8Q>*mux+p+GThS4e*Vd^cuu+-fE5x2eMJwTRJea88s9Z!imk`!d^} z&Xs6}A79U4qCGN!SdZlDZ@TfGNDO&CtZ^XlbVR;{7xCUD*!1m(I=pzt?qhI!FXcXI zxeadlE)sd2>xUle_I}g-;Rwr5&r9AC1<254dTm}N*x*q1D!l2SL%h$Abd(Ec6etdG^?kD@!xfX@>@!`wv>9I z5Asp>V!l3v-r*q^;nsa5c(cQthXm_xfoH~J)pdUR;q|x8cORX70V|p)j|DwWhgf5^ zho3Jxg4FKhzPvsDsKZU@MqtuCNL{0KHY;#930`=hbZ5k(VxX-_Xxj6^8{UpAd9e7^ z3wV{gryRNpDAB>BJV<~?@gOFzw zZ@RZ(%9U2(UkzY>1>fH6pdw_=A5tvBs|b3pZQBE+y%2`s+9u&{Yp`Z4lv7(#hU)IU z&w67P2`)|D7hYlC;rkKC{H{wJ<9Aoee$%NCsMddTtED#rHP_8H*+R7!PGIj0^JhgN zH(EXa<@U|6*pP<%L1{8Py0H^)%T?)N%a+ zjgoIO3|M)hfD4IJ=C3BHK&L7_1QKE4^R8WyXn$yU*>bKH*!ixxEH^j_x}LG`n7`l! z_}aWF@jQHg()!#Ox8LjP4T8a_;T)65SY#KW7FTZY0#dJhdvvuw6*_}5s4g?zfV}51 zF}npwU+*J6zO{^1{Ac<@Ah?S*Zhm$o+93YSy!=Zu?2j&8)@n0#y%6h>T>VWq-jJQV z$~Ts=*9ChHE4i#PXeRJp!TH?x;K{MLkRp@r2dz-ZR(@>wV>lKa@79odl@|gZ@3dT8 z*%yKG+AD_onwxQdZ>J||aX=!hX7RhGdA1flv-Hea{IHOKOU(PIEqJ;!>g1fguy&Jw zVCKt6beh|OYWac|I8fE7@}p(y{6G0(HS$gZHxKJns88)bfIcXrA<^m@v!bM6J1jbTUcvEkBYJ}G7{c3|H9(T2auQCP-}W>a{iZglWPyYL|ftui~+si9p z!}Zdp`&tKJxjoHh`6UUkBzn8=oGZzwYfiJj5Kb?tY41Cd{sX<7ym4%9o8ldKa=$)I zlwvOs>ycdjO*bBvrbu~b^w@om>}{^J0WD+Ct0PacHp#sli*tw!p6g9J1atWYJ1axe zQHe0Re*IiLcyu{xcQ+>@mkjxq-j8=dQ| zY^xJMb6vE-7PAz@@}c$`?h+bALSD&vflx~dkbFlEH zz4Kv)eFnN3VZ-#T@BvW8UEp7Jd-D5HFJVDRAYUoa*)QOuIFt77OMPZNkYd7xWqW4 zHrHl_W$nS`;1VI@ZJiS{>H5+AMz>)Z*G~7^IKeZ$ih%Do>XG)byCZ&nHjpgOSbSh# zIU1BUYA$t_gxdIdEE^py(V7v3G>i7;Wh}`^W8t}KX^aMEyMFN zva24z<%m}${OAZM2yF6d3QT~5F2_CR3#H)xz9Mz!)91n_7*6- z5{-$83ee$3a_h7Pi+a10@ZluidZM28R8K&+i<#Fe%<((z8_B@KVr{m#JGP zx*I;XZn?YYLIUvhEz{mpkb--CRZi=)cpL0pz4=9|!sL3Hy`@BYV?sH+ewltf@>vWJ z>ycdjO*dYqaO0iezOnN+#beX{YoV&D+7cA2%Y+4}+#Cg}RV+209wP zuKnD`1Zd(B(wns+8RgIOqitN-26J7dczMrHu8+#Yrg1U?w*cFv5w$;LA4r!qB+1=P z0L2TN!M{HR)d|TwsgrL59o<|XE4|72e|dsUUkO_d0S3aCnO?>K>$Q6)gl;B)E_LX2 zZRu2GCU=aFS__|P1c z1m`o+)%_2(uBNwvZU1w_^~{sszkMV#!tL<(E|{|)xT^Ic4w@xy>&M3@0CFumHA`FJtM=Z6h3q zYCo^yp^h=V5g!k6mcZq2xk4dY+lzm|Czj;=UM8k}`Ob^`P|k>T@o^)4zcn%5blY2o z+guYa2f~n5^hM9dvk85T=J||DU0Sd1fvPoK43f!hs8wK#;CZ`XsO5FoL03!qcPce} z#GcN&w-2Ic8zkqm#v;YlMWIKWL*eT2)2GwD<5A>eyg#u$Kf=4&zd8uGgP&p~TjG&MBfDGIkK6F=`IgL>P}2MP z#QPK5ad9D4deWhgxiQe{c6==ITG5>;+Ik;~ys7iAc}-m}#CjxGf76Xu;y1|EyJJij zV#zz_hqaB}w_EqNXsdbESiCgFdtE{w?sci-5{wIi4xxDwH!<HEux`6jkYN`kgasDy$^sF3qOUMx!du`KKS;Z!|_TGmR6oyGQ>{CCUu9*)%>)Z;1t3_Wtk5(K(++pvJ ztrNKqgIfZ9Sl&;)zL*zYjvCaVAeC&Pt!W&KEX)q?PiwpnRXI;qq&iH!zUkJ-bmL*` zH{64avENH}p5(iV^?68``;ir^==?0l;>7x(+h`OeEa(R3@3N*WnB_-ue!p;r)b0@OqackQR&EL%`H$umHphm>^^FxbaQ2ovw_ZiZjvzv9+T8(dQ^Fk zJD7Crobv*9%ri@2yE52Pyo^ro$S>C)Wafn@?wAKv{o;TS3QO^%O0C$EpqAl=7#@bzAaPsSS;^X4*xVmwR zk^>B|#eOQJ-G%Nm8%6jUy?}&Obo3VAPfWSrGCkE-nk(F(y!nW%vZNogRC+BUINBW${?!PP5tBB}d9E&$du;=gm;Q_fj z%Re_;1fUaUj7n>8`YUFipSPLS7e%S;6p7f_3L_a|@i&a8&euvwx=o_%+`!M^76a2- zKlDj(Zw1Tc7BD#QeMr`N>Uhq>Yx4PeTw!p&*<*EIKg7xEl5?P{1&S5#mp9p_68a|A z)kL;*rE%MrMo&1YA$MQ(Ob}XqyKWY}G4B0WhdPYcm!(e`?~0stf*`dUTr>_>pl|a< zix$vg<{WB)UZ>5?TY9EGU(>CR>BbvK5#;x;awG7xu<_JeRl~907aJbC415k7ixVFQ z+T2)~R(B%^aJus4aiAs1`E!lc>#ygE8lW@jQQ)^9W4|X5pZfcqYxU`1+x(sO*^K zae>_D;Qu}^*{vs=pd;eGCbAD5le;gu#|Y}~)Le8vX^B=eR?0@-YJg`9CzWO~PMtqu zJ(8=x>BcMBn^YKqdw=aHA1mmkG%o&lLa(A4#D$4mZz@o^*AQJdYXMq`CKgkQYp zyWIe8X?7#6+*9Y@klJzR`zb@P)*oCkug3!M%IvvOfO!IC1A?2{G$+0fFvaC}-WwCGa{?AG`O@zlcc% z=-|3S$3v%uF0R_%ZP3yPHjEeim&i|@zqiK~xE;&@M(7JwTlln4(}VXK((KQnWq#E? z1NBrmfA&j;g@o_-e=eeiYi*H8FDGty4B0;scIOYz#Hg{W?vI~v^C2uxAD)Q>cdfOw-$ zj^M#sxZUycjCIK5dLh;$x%!)KJb&v@{SSj`1RX3$zU-X0V(k3B;0pHz!5u(|b8NP4 z;&`MESgu(Thu5t`^lR!KG(`jC#I1>rU#^ATKHPNl{;Nj#_Cd^B!|pIF-N-(Bo8V(` zbmA;y!+l0@BAt!;*Y|vhET_T1K-!f32YEbcp0?DMsArM9V(oZlnEpVrU4SqqiV7<8DEN#9@5YW#vu ztGf_(r>vBW<_;v}9mW4&Z_f_xPK*dO22CB&PuPO%h_BQoHI2dp`tIDOZS`)!_tS;1 zs|#2}c%lc6E{5zbX9rtqHT12EMfhpBDZ;(=BWb@_EsfnOgN5MR*|_DT45?m-^+>M%rW@~+ zMRh-qhAe@ny0xa?!UoF;_MyZO2YR)!__`~bWrnXTg~DYAy3N08Ak|YrBj=AVf%y+t z+DhmmG|WS}E1|m{l=9ASR=@q@bz3~aUny?KTyigj`rv&X>o1cYPqx+1FSQNI!g&f` zy$6p}QPb&JO$<+KAxUd_-?yiv{7*Ko%QZ}+gQOS1DfN^*)AOq6)#e{id9)5>jvhP3 z_nh?ovYoQ)c1M;K!t0&bDzg;QdEgmT4wTz24_41TD()KVpri}5L$t+BAe(&m?DtU8 z`!kY}eC$nwXP}l&UU?7hb2+0r8{I~puUfd{qAXY~r_f)brHU-uqF0LH=4>~^k6!w-ih=7?)14%yxp3j!_+lhjfwnA#&VL2rEUMi{nlLVYvpeJ(km;(CDMEhjB?-l5{F7Rpj z5a~Qk)^F+M)9*v)h=Hu2?W%_OrHJe15m%1RVvuIaKS`N5b^hAUF6XrSCIWjo`V)5y z%b^qXihJ^2T!qYHHr?efNzady)#opxEF0J*1oS>4rl-YK5s$z{>ImDLaK1!`qbQQ} z`D`-01BL3lP78>E;v%DM#+R0&@*Rsp?#{XbRMBP^uy?24FR>oU)!%gE37ucjxt&Xt zFb96`wzZyP9{aqwM$wl26*tG?&+hFOSkEL00VzXamtQENx(A5~nfv&FMsB`T;2kA& zS+TO}NhR+4-`E>@kNZrWuhnO3Yg~E7p#9uaru2fP=psd)(+SQipdWwPRPf`}@#3AF z3u5@hVb7XN9l{;*sAgbCNBaow`|b`s){WcjMd*7nU5v)>ZO+az(ZPNH&R~#ro`w=~ zG0YHeTb&PAJ>;{*d9A06$N6SRuEPr1HNYmU}w?Y#ts{JEQ}wSqxr^AbN%D|%SME_2x^hJVU<`Ed@_FI);? zt4l29nfw6oee-?w+V`wrzqq?jA%5!mA?|m&`I~M$v?}qVdn7YqzKHc{4Pmkk^(=&V zd|NzgxiKdkS#?I@ftC>3B&;_Qu!{}ca;=8m%1-@wK2z8l5^7!y3Jh;@J-DV{Z}gj4 zFWsBR3d|V`8MH&DJ`dPXUO|U~5~$(1{P4^W?(?zcb58N)bAxMGY2?rju_@~Vj>tf}#wiNDvvpK1eOL{#^X?jplI_o^pEpSmk?(02a9^$(G zSGF`)&wMTwE9muh+BJASD{csM3%dK2T4DgC6_tl`f{OSqcEe6yfaDMf-kpW;08B1yRQ=uOyNi5@^`La z`@G}2Jn*qsB~is+5Y@MQ4R~F56{KQrhU*UcljQGV)iDuaU0zwZ}dI(DBM z)&<57m;cKYCYSxpe7y*nVC%`$I0NUWoNbE`QUFM`Q8v zlh0R90#5~Hv^AgZ6cOx&5>Y&Y`rHJ&+GksC^9z2sBR|JRN<;!hpM0QStHlSNW>;!f z>x!Vn5m)-i#!~n?ceBvd64LtzB46_N&0cU3?rD^Nr*xrzr_s;F?OA0C-{+pRBe;W@=`bvdR3fZKdIh|FFp%bjyex{b7;2SL;vsTt^QNs zSAnH`1RerB2bW|^+#%TO($6|5tMU-+QJzM(2^&O@YkwXCc8e(8m~DguMVK-;WIknN#xfz-TL{b<3$C_&AEAaV8Y`tbgni8_8bw<2b?LX~nqILgteN1I_V*xBbswM$6vqLpvj$ ze9QPYME3LR)NA`cy9YdR7mZ`+MGSXN#I~L7S91|i<5*+fi{w*7Xty~Iklp`u^SSdD z_V!_kK{QZ&Z(Xz^`PXNfU2hqydAbpo*xI8lnmuIq8yX%G;QqW18Okoc*t_%_*?7~< z-*n^6wb9I+$4vUU=us8Vo^!)bTC9(7z4c7?x^&9OAX2d!^>)ju$Yt<+9~!bo zCr_1;f4-V-eM~prv3*oeUtf8%3?Jp^1&6GBU#bFvR_sZL(mkosT!}fjRyGt)`QW zySKX=&gI~sh1(7HzWnhB!#Y9@%{t63+v%GTON&&$r<$;-*j;SX*mh~TOjKQda)1W|l7<43vi)!4b% z+4^|7yIDGI#aF_PJ4)ktaaE9dx$#G5oCrQUX@ni0+12;YtjxHqL>^qmzdh{uY(!ps zroX+c_$=NyuI=!hG2(LkX*1*3cx<)DuV5MV{GLT$4{Q_zZYTU`{xWe@{b92FH6E5f zSFqsg`D4}JBaWMvpXzieEdKW$c`N%~bE9{p9lZ&5_R0-S^j%>dz-u3LOqdkJXqpzb`meW1N0J z(4lbjb=;vt5sG!(8HP2$Jrh%|uV%(sArUKs0{>lCCo|p5FfhZw3T>aqXMJpJdM`LcjSenSQZ4G8k@Sz=cRd$%; z+f>=-w5ns2D=syb?%Ri<9Y|izaf!D%ErT+7n{@hjx$27}lhXTE}L(#_4NF;QyZJFY?Xbk5nM$VUybuby* zTMoXwY=>cvi?pmT(7cRw0B@sO_ymJUc_KrquhlL zYKOwTp*Q>a9)=-fV@XfTW6_w*T?(}=6l*Y<_J^)lCfZ@LWfXkv4yt3?7@Y3fJM6>A zRTvtrlhVPk?M&3whaH&K4lghEJqUAjc&SKkR4DLlFcf;D9D#g#zcaG7;_6$goL@M1 zEyhz*Af#i+?*C)%yyLm*-^WjpY|6-9p%NKU);X7*5#ILRBYW?Wy|eeqi0qY-6p|tp zSxKabBq|h9#_#REzn|OZcmI3ee|%nloa;E(!}U0?^M1ar*S=nG?g4`l!B=Up@Y~ov z?G^!TAMf_A>?p$ z(AW-ZLxyNi>0G}JY;#f4-3`$MJz7KV!o*0J{+1?`u%Zu)T*-K*Vt(Ls(L4Hqn*a@rSb=*>$G-6fL-O@{^}n!E^j z%4}FETBQs*;}&P!{Cwd@$;%dDVif+)-#_K;-?k^@U(Z1^eYg{QaN#-dYbC;ed<1vd zrkJD1;m)1)sh?+uRU^@!FXtoPMn@xMqONk&Es0QEQllI{cm;m8GgSG{Swj+%Kc~?p z1sPi`7}JFa5Y+lwZ#AI|Vn>z2_dDv-|5s#(!l@BiBPd50z$e^zIA(|46|C#ULFbag@+qj zn2Ve!;1K2ha?^}NYu~PYR;7tSq60KYf~FF|VXm2i`Gq2okynXfN~}RNm2~k~g%t2S zx_TulJpyc0B1HIym0`wsT;8YB7kCyQX#{^jLGivLtzdKnDju3|rIZ(s97`w65amw- zGs-b#LJ~E&Mt=WMY@aoJwFqt$xh)6hBfM1_Bf>%4E&rU?y{j-nFlglE<^zE?n_q~( z0I15mT11Q@(V`P=SB-y1Bh14+c(24Srt(&Bvz;i-2 z!6^dpC!(B8q?Ca`V6`Y$-WU9Oe30u{{{L+r{%w0ZVHzKMJ{|JIJx%zY)jsJjzJ!a& zPl{C>>i@&te`J}MrcuTOHX^SsdDn&A7{oZ0i-dmZH*n_6KQav!mTKP}ai3I7hX%I^ zO!103Ag+@evxPQr=HWotteP}bsJHsO8;S(}hurQcuL{^`h?Z1MOr^$Q_ z#k*ND(OD*mR(%X&#VMFYrRqWr8}hVK+~`*m8#*=UM?FH7?YXZ=J$HyM2N5oud1rZ% zL&+LFK0xy1>5nbcFZJ>XS&cte?5p$Q{NcY3B+G@EA-}#z)CMOyd(|NxxxCz!oTr)& zglV5szIkat#R#~pQ5E8@o0Ced_(9_KxKZDP z6v*81h|q7qMuf)SoH$kygG_Ed!}DWGhh)wunK!r8;qi%%C;~SdXp&~PSRjxFu{)(5 zEe(<2DW4!MJ*N!zFTOGtF!;ks7x$G5O#nR#d$YY?BT)i_@__VvvB+wZd>@5jI%KlB zy}96kfkY?4)1;4VVA=;e%Ze)l5~&1uVy`Q``pa;g)dT>wQp z4S@rvqELcPEyWVnY@|NbPtxO48sP66wRfqT!m46^1)qZzkSe8DQhUmSvgR&7TXz(c zk29VoYBU6*o7(4Zqz8g$0pmmR7n&e>MbLunb0pgJaUmv~BNpjQb2Ae(O9$)5)}c^x z4E%V)TkrY620q7@=N<`^hQg|nnE1s=C^2YhCACz6aJ{w+Dt&)Ai=2F^Uw3KjP_Gw_=-7O^eQUsHs1 z!1-z5;FYNkuT7Y5ok+C-Il7Y%(wU?|d`h2mlRpYJ=v&9;@>O7RB&Nmxwm%e!9vgP| z!t!OQuzhSl60Huh$6eQoMJ$MvZx(u|Lz#)eXS_=oz@rStp?+Zl=I8GvTI5Q@^Zp0Y z@GTNNA~j$2`K!RRLeQ6WYkycGZqB(*DFpGt; zQnn_Et5!(YM_f3m1*s2ZvWhUa&=B!k01T-^JO1P z9X@;IFw(m}Gij}53znDvOL#m4h5A&7`u{xtk6bxnz)YYWh5F51YVPZaLlT&@^Dl7y zg0U?dUuQ&EO3Pw{#gIB5TC=(XX(M$(c(T&}qoym^*}B*DlxYB^a1}!I#m?1odo@;|Y74sIAieqRvP%YI}nH z()}aY6J`4&L%F)WP(HrKQ5$T8l)J4@p0379qBrB@?f9QAqm!eiM_N41P~5wOW&w$J z&~lHBzUwI)2<6dDD$Td}kjMTb&@9vez2}i)5Rh>MC_jHS;=lCg4jl@bT{y_^fqb5& z-lwJ!g}PXoZ@0+bK=7aS?wK9Qhr!U*qs~G4;6dQIgwN#)DrW*ct&P>-k?Ec8K&(HO zC=7Gb&^3UF72S;UGa=yqV&Z51FL{_zA!|M@7=^B%>2R}m#-89NQBiqjG7n6?5Lx$d z=)xnt-%QnluJC=-$zc7+RY1NK(Hd)}15mZN=tk>-vkiSe+1n6UmH$%v;kPXCMTmU# zREt7OXf^S>As*3+NbG#Vkq;SfRm>i9=|Q`y*_ao`6^>dB5TJ-Em{xgNjw+;skb>bo zUvhmgkS(5GnGS(F+j8H8z2!hz#OZEFK{T3OMQ~c;@=YXgyHI04H4nlk7vpGZtYIiJ zQv9W(GqCoySKpb@fKI#K)yC`Ta6UokSW=WN$TvpHIGBY((rr=0i|LvmJ;GFAW)p=5 zl#=Rne2PN^>$xO{h4NwI330Y-vo752YQ9Qh;|lrPi)`VwSAiS(_Ru;c9gbXIb?I8s zgN^w)sxtggI7z3$pJFTrf9LO?^7e1r^O6kzJraNDpXsybRtmH7{^03=sn>-@Da+XU z@!z#RT>7Bbc?D@B3I$24?1xcXvQUQGm~zH93Pp<<~4^bM|eHRzBmzM`I5QPb#F))DoG#ic4@nUR9D^WP7+nnv@)q5 zicbfNAroI#8GRV4kBoIV9tsbm@wBZg>;$ z%jYXfN1;s5+@9y=#vwLCHoLYPd5{!8Kar%R3k|hppWc8gxTL2(<`BOM?cTrV=JnHI zf##)$a;_dQDu?Q%&4xh9&2PO-#Q*zz#qjb7?EN_8=d;_ezjl5;`~eg8f*Y+{&7N|o z|IhRPNLqK2jttTS)P^&tXgNLwN&o$1w&nOX&}ggZD(DGGagwe(J{>NF1nWgLXfXq= zhPRh&`F&u4>+1283LTJJsL2vfEP<{N@h2Rtw$M4@5WL8d1bXOf7xtWcsJb&A>mh0c zXDyE{86D#X*4PM&qLm#~^abr8Ib$eh>R`0Y*t^a^lNGB8E zc&nmrztZNmPW(WT=uFKAgLde^8p|bShAvb_R3OOT92eDRtWIrGBZUI~^NLj0-BF%w zL5h>BL@=0C`L=^J^pA3ttnnKT@_QiN&1OZu@FbvW@oE*cnrX<>l=gtZ{!$qKX;r6q z&I0bWl!vT=4;Xvimr4Gl2VWc$?1MB);Kb3#xss#Tz!k&YGD(T;AKpTZZp~_e@8m}u z=ZSc9TO*B_P%#DJQVo>KxLpc@&m7;9{Tkt9uyOs4O5d^4;c1EsfLfE;_!fT!J zsQZ?b_c7m6WUOfJvXOWxD4Ac0E24FVv*GM%3EDmoy~OzZZM7}rU*UaDrC9>^hUsT~ zZ+L*hkdLb6sbp|JdjrSN#R7=hHty$eC!h>rURQi>ryy}&%c1QbOJSPi+35LKW^iA0 z=OX!eZ0%i$M+sHc-i#hgLAGB^Hn2~X zf@iD%r&**K(7f3WpkVQV+)v$^Z4x>l_O|`P*vk?S$XFsRl(GdgIlAhzm$Cil?;{bK zESk{grSw%yHUaH=qPI$jD! zyv!|fSbGgc{*%*mK9FU+Aw4~#1NuqBVh`&}fPC4?@kpC3Tu+xuAwk}fal7jTxAcjvmN@3#Lli%iP zW?*i^clN%1tK5aBpVE$nA$Nq!BHdO2zO%;(3u2zUY0lqK#F1bUGWIxHH@O zYwzS2g6_{e(FS$?2fAMZW!Ub4fEo9Jwt`S+pY zudg!-j1r-e$1mS&Y@&o#CcBwSvfe1!l|HGouOwin_RV1bX~-Ytt|)g44)S~;bG_$N z=m@YUunv99j0nm>qQY%UNq5VDyyAP-?kOwmxV~e4laMETjaO77e~KLs7QIHLf@DGK zoWrXd&SoI3eLp_4B@4Qc!XHM{ra*vS(f6${6)p0Y4rX4+!2%kkBJr!;JV9@JF!uN*O&BM+!PMfE1?jhx zh@TuW1@kWkPj2RBLGMDc=Cc@MSa}*{COw~u)+kKfs}{YDM0yqQe-A5z&)4sT3|6^9 zvuXn2@y8xu;J?2h^WGHVLQkJ9mdk?D#g*5iAMK!b;O$8Ajcmw~u@0x#b^_r7((gpr z6MId~FAus{Wg!pG{ZQhdEeF-f2T2V17Qmz*^O(Ta6OQejGs1*xfc_jwOioo65KcbT zOr$df8HRN?)9Ebu_DjvroiY~S*50O`?CuHp_IIz`2-AR4 z?Tw?1+gZ@!bVi=a*AzJ3*wHn-%7Wu|4)3k$jUo4@Zb}Dv8Y-Bf6mX_63$bITsUhSm z2Tk*<(ISs6pp^F_kCd+`um_1IKQGsSSpDAlvc@bpa?VCM|AHy_-FiEkIF|*!9lQKMAlR0UU3RW-s4Sbn( zVOO-KI@CiBij6B(2zhBiQY{+cF(n3UWG{Wsw`FK!9^qI`%qn`Vr?2>GO%&Stnl{;S zdlk);sj_(f$^e~xN9((!vV$5hKD1Bt#zy=*W^PGA_7ugq^{{Hhkf1GB)6O`3q5?re ziOj?}f3$_h;CTHY2?TVHpM4t|_Q!WId$a)u`8|;1*RHv2P3NN;C;c`WJxUPdTp{z( z&UdTkZXLrnn7EaXx)kJcQa>s}W{NBOyk#n2c23GLM$HPe9{u9GY~}&Agq6kJXE9({ zMyhUjCK|>9u3r~qQwJJvJW(};RKVfTyej!Y2lmOTUSaSH(5Bjg(}sD)NabYNz`cM9 zD1DeJdz8Z(mO|;v*0Js4$~Cd|h>sW$RezyN<`@kE1IlY3RM>Oc z)CEidW6|5j0yNqEZdai~BU0>`5w*Q}8{XorPiW7%!*=_2#q>{iI44g1QlP~E%FNWK z$W3FwOEoS$W5)`16-|1NRi=XP0Hpe2=OuAitsGW2^3kolcz$K3V&t|z^K3wJ1)Ptk zbsc+V1y7spq{Q!S#w+#BoFwfADm`lw)+M9|8oTaV6oOl@TUZ@A~7-^J>W5=6^#WD2qInlr$+VFHKP950ycTWrmk zrHvTS%#fzLW)}^DiAvM;0qSu7%jL{y?^IBnIp>jJs0*RH;)Ct?^U<)?2VpE{ixE$E zL8f813h2s-R2W#a0wg`#fQc994P{LQxiFR_su=_Dwiwu)?aW7Cky#niE)*d&LzfI! z4Jx3OYS?Yr#|mWc2XvhD@BpbVo$;SkF`yAtGt9*o4Lv=h6mI9$f#sO-bxP$_xH&|9 zQe|D|f1a;V{Mg)PkAlDW!ne*)db)JT7dPeO)1eZF`UB?vJ3Z?AzAQysf!Zf@m|wY2 zhZGOK7_nYng*ElC>oGsLrA{v_d9x=~L(Z13%6SJ{Xxfvt%!u{`kG&t2J+Cl8=F-D~E69sM$5K=NER5fm7p@r_P07 z^caTIiHCX!?fMItBocHuWNNuB?W(uTfXG} z4hMNYkgDz00wiZD(BGFFI2;NakQ>d0%KG`$aL>TKW4OQ$2vr&@M-x1O^v%_*FBO{L z*?J6TGA0DlA5n@>{=5RJ>a9_^?<2rSn?$7Jy$ZZeo!Hf0zKu?phc?Ug)*`9wzq(m< zu=dKRsFFx+fxw(-ztGqdHXg@%IwxUZhgu2VmWRNcSwqCeaRs>Z^5So~*$9|>5J=47 zrvyX3TVH6oD$spLE(bQ+dgS!a+m8Hs)o>y?;7thLH8^`5Q+~J66S_@KE%wK209%f< zp6a&{_}Tp~Q6=ySj7#NXnn@#N|?|P7r*I({!F;qiq zY4kAbEid@4Ud;Acz!Pxh2Hm|1%plyeo7pxX6i9^p+c$y?;P+jMF`3o~m?unsC*7t8 zorUy0PUkDo_4gk}?wQmfb0!=o%K(kd)hgi5? zB`@i(2Em-D0*2?dkWBD_?=zN%qc^CW2Us=0rk}Or=|l*ucsdhyL@PkJOOv?-W=0p@IE;6Ixk@Tb|R^iby_KKHoU=1=~Nr__fN4Q|hUiw{2NSE$C7( zjE^YWf$aF+W1W0Y5agVF6&8pA8PVH!zflE(Yo4=^rHc%lv7!{!uMdKlqtyd;@iOpZ zWLKa4{Ao~bNy%lD`H4OYFj3QIWe3t$KKh?(570+h?8EO9k3x`*1lxVWeDu8_AxqbH z9Psa8wDn_gK=oIHUkis*LPk!c^}Xn5RAt{*ZNX?1H5%W|5lW&#$?Br1$m5tHsZLv0 zDl{Cmeaqz&wMPz@CkYhKU;A_2*Gs=uILPyXboXWMSZ8ZOBfQ2ZGCS@flIbQN@S|(N z&~$H0GSdNMT0YA-W9uhTR?CW_dm6C9_iK2mDga!v?l(zbWMSd^bDpOKL7>&MyYDL| z2XV$3^0_2U=+B2axN;t?h@Qdqqh7ML;4x4tT)%h?Hp)klMmJ9wa7{Iw5yrL`GQ-l5CX|fLTb^X06(KCVc$cfV7DS01B^$5X z!Ax!&jYYF3uz23Z-7CU?+y09G>cv1Pij-8K&z6Dqn_0xYBSG*;q|&aVMF#%P-#_K; z-?r!TY3XZzMdM%P%PA_kbZXC>ZQM&9OU6@Lcewnx3}oEBH|j~zexMl z0_d_4+kCtR?iJ3Z)V0|02{+3|PB#pMf67gDi3x;)XbrUWgA624<(1tAk#*ZF!t_6;* z>vqNQcG&Tb4{mfOo)F-Av)fe%1FU@~;~9Db;L@8Ap49Ksz!e&1C+-piCe()A9u6{a ze{06Y>qH~U6!tD<7VaVp!c{`rWwr2J_AEDHgEQD=7#L3mdcw!Xy?1IAT9Em564yQo%FDnn>WT|KaX}Eh^~KV~?0=sx z>D_4suA-*D_^N$G@VS(>?hk);;IoLS$1K?F4)q7m{yS}b{Y=lf(TIw$ulVR4YeTrQ zo_!+tx(F?gicjZdu}HOl58!w-QwyVaW|&Qx?ZNq7?&`}oUhux{%<8I&COEBi#po#c z0yd7T@bOzHBydso5ZU-bUu@ikJ#Bz984Yw4$xI-wNjzkqu!_dcK3eB;W&<(mm#`Rr zAN|$KK6NYc7^s*UwqC3%LW`C>jOR1|o4RBq9TeDgQ31&DJ$?#!9{h&u*q87>zDo$sG92Xj zK++P*+oj?(p?FkJo-^RLBay$KozVSS3$DZ7J6o}i&}v*7dav6HFzVMnUuo0=@KS`M{+z7aIW%jrf;KXU~KHq3Un~$js>I^(Z9%qCrof@o#g8U9C z{bE0CyT@E&Q_~xsI6JzFXIp{7aCDgBPhXe|So(13vMP`#G~0TNV)M%quNt<70mP#8 z+6-P3YM|nj<9@CUi8C4zSlh3KA;Qry11)>d^kL~`|Lz5w%WN$%*!i*)*W)BU*zff& ze|z)!EDC`FZ4Uyl>zjwwO}wjs$ zCzAkQqkLcRRKlH7{f@%pCizd-JbVF(nWQti1OQ*eq?)Lj(CxHD-Y(rXq~VP%-55h1 zNXck_A&s?%*q7Z$=#F{AT71XGtz1p0a4r|lckzW4F`*#OBLJL*3xsX4zOZ&2cZDnp zK$!oc3g^#8RBwcymd?Emxyx+e(DkYoOiu?1>^s^+`0~4Oqb6+m-g_48YoZCSg3}e$ z)_mZ&nOmMPGYamJ607+aec>xRx#mL|fUxs+*I(;3q7LRb<0Vb)NahY5f7*C0w1jsB z)fBh@oaYMN&+-E0MWNKY0Xp!y_a|8 zA#{_`8U^)JGOv^reZej~ddK+U|2|&?du-oSoDcnT@x`wz$NUfdxAv*-20Vd7{Q-0T zoi-;E+J_X%(Us68*Y%e*NONi(<&UTjQ1C!W_VmapDNC@F?f0sMuQXdxH;wE8Gwr}K z^3DV9bk~V}p2xtM;7=2g*!q7?i(4uvR1#?DPtQa=$Nv7l9~wk|O2YB?q8MF$X4v9g zz0a!j9o2vF!9m~gB*Z8g4-eBcpudvaX-V_9(30AFvkeO==x%l52qC(T3Xik7Wc)Tp z_3;y zB?I$*%dyxWe~y2L`Ix{v?{f6wIVTr>{08LlE@Kl{WGx)O9bbj^J3_I- z%R5gNJ-~2k)N0IH6LM!Z9KT}cht7x{3BT=x!m)J;G2sy}5dM|&IMp10aLHSXld&9) z`WYnGX;y<|-Q7+06sv_Awa715HtZnh?z0or?H(X!Sn8Qwf&pEkp>s`5 z0W_I~GQWs4K%o8_(}j1QU|OWFhIdyIgqlAC&Vm=j_m9sxUPR#U{QXnj{%v~+Y!UKJ zC1roLkM0RAPpp49Y=7f>FX^)3mj9(U3{;@E!1CaK_t%G;FRKxow?uQ67PT--B}TqA zV+XN)KJQsOJm40?xfDz6dbqiK&g@ZSH?ash$bM3%#D?V!C?2h zBOc}GS&2O#CAnH`1bOGr*^RZp8-!lZ>a&NzW?7<{W1cX4-8duYtOm%^-5wiR^aO?R zL0+PHNeCc{%(=0G<%5#{%8D8Sy$`PI7x0v$CZv?Nk~V9QbNhWaODt>QmaWHy4~6!? z#9YK<(c%Fo=C-w^zhYo-j?xDQ+kR$exhJPjAqm#1e0A)_*!pLVyh!X)8kSL#iI|NHm|z?0bzzXF^MO5Ik`#lC5dh0zc>C*-lP-Fzc9! z7JA|VAs+soDV-R26I)hHSnmlnlY(!Glq7-F+k5&qw*J95?BH%=dHc6{__ysH92u?iIANaBVPAT4T78a3dC|)yWT3$5=kt_{QY%Z7qnIG@G zze!L@DJfg8yJ*z{vF9B&8)gTPuX;Myj^hqhWjpl8gw(-KE@ABpksB;H-F9{l5`j!0 zo;XM04hkY@s5ZMOu;T|FnHQviXnY3&1&TG)Dn~)=Ts02lk+<8*Qeo$LBHZ0;9T(A& z6Xr4PA)#pN18J&;koV~KioAATA0;$r^;>Ax%qogfQBpTvvPJb84U>9~KSbM-jVtI?NTwee^$9Ju3UT539?nbjg)b?Lua@JKH)S5d~{5gmp{0|7u(y79{!iX z%=G4Q46!>fBuBG}2Z=+$is119t2DHTk0mW_CmVTYt8}@St`_w6lOA)n*hBj-)|Q|d zH?W#Np$uQtz=!+QajA7zxET40(+&{<6qC=I`O^(5G$v|=-d%CvlTP>LPDptSy>HxumLM(Fp?m+P6MM(t?1{4yh^OUUIAd5sM`uDlZ;J|hf z!;QEDkHE+kW(hG+Ww|cVoso{Vu_8onvbD(YCEe{8Xf2$~I%lP)5&$O0(?9Ooxxvx> zBflQrG=Sz5&->)9ZXmTe=-F#14}tSiN%j~I;I&=eNmRTFt8;Ddvoq6BdB&*^+}=5e zf3W4av1cs|)*GGd*K&Xl+&8*hPr1VvUHw;ky6O-T?rKiQ;s#>=mv<#=M8IY!Zg~5& zJE&b{5hT(Pg}?LnPkH;d?U5eu3zwlkod5sC9Y!*D|ImNG9Iy>imOIp&y_c>Svrj|g zm`uORe9lHZ*QS1K%hbXM1ILrjczfW#UBU3>l^fVGvyKnAt3mg+SV4m{_V-itH7$q} z0qd~o05KMK;8e+|uK9QwG#DcX1k17OPm1lDV@h%m-1*zIc}cb4wNGDY5$^zn5uIdW zSYEw~&pO1osbky8FZ~{HxB(yC1y$=#5qQo2UgP5#cQD5#C3m+Kg%<|&+1B!DsQORY zkff722+i(-!6H%%mfN@JB&{5PGC7?pHh!}Up{fVBCAY38T~1K)Wtv>_x_Av7#Y~YfeAdIaWSg~oiz-DE(d$+j=+(1rseIp@)(t8%~8!~6m>r9<0 z0^O^qw)mTUUEc&0U6|@9jPF5}ao2s*Mf6Y&j$@rk31g@qqfxr~KAly0GD^8f6JJKqk~tL6gDNup{fG&bW7>~ z#!sl;z(HO^u+k&{%4*u_FjOwfe!#ap4#7xWx^jlC9=K%6U%AM*0!6J?n9r6gs4WhU ztRBNaE>k_bU4lJ!oj^>0QtU-oZ<)YZq;&zM3}f3_yvxwHhf!O_4@0ffaJDWVi9sxh zMKAWhs)N|iX_sA8onR<_s@?gOE3jMKq+1+Uh56>?;me8k&@;F9aPh1l)UDK=esabI z@CMprUvrB9vGDc872Pm&(~O{)I3N}|&qqvY%3lu!>i4Jb<~sw!64UFG%x)0=CB|#T zOdVoG&rZtAIRGD~kY3&6A~pAT4wOOuQZs|#u0u6YSqYuDMFFg($v6|GrSS0 zlbAav3mBq`c1_VR6wm3U3~ovcLaKu%lM2_vc#TTo`Cm>ztUr_Qh^^0g_4_`3zODu~ zlX3X*WAdf1DnBPf9@kVVCaaH zVyd#oVf*O8h2nwYr9=JMCucbBl7^vO1ME1IY0*fB^IPFlc=b^Dwec7mrxSL+%M~8c zO;`BUJxs58PZiF$pRNpFvxn!R3lU@A1>nBRCF`*i7l@NoYUhg*0p!)ZN`PD#x)U9J zW2H9+S$*)WY8X=wBX8d^(+WF7JpEp@>M1vPs~}0~)uje;hKeVZX6#}9PIRngl^|6A z5S@My-~#vQN#7Y3h`<)3Wf#YGD2jgP{feU=g9x2zCtLX*I9pCSIQoIzwToSQw5+W_3nue#4bQxev`IaOav(Kl5Bh_!cfPuiik%v zHxM%a*}y7NY+AAz|ec1W-E5Wh+n^v^N-aFz zBjW<;#aA9aw-AS`d!!D*SbKNk(pEPv#2}_`gIv$A)xmqbm-K$&PC)y_;NIq(E5wRM zYMmrkgBnBOQ=XajV3Z#rQ59NZry!m<;Ek>-c`Kc606Th*Cv5~zBiZZ>(s4L1W2^WDpjnV-FcrPTWbvV%BM zH@;?->ftniCA;7`DHj)5xgAZH;^zj2kEtjg45wPd2KobY{$p0{?XXyg}0MMd;K-OwFHUF|+-dwDCP9{lap4GoRxQCgK}^oEfkAK&NKMK8QiLcirx z??tX70uruvpNJa(?auvRAnXRBZ!7Z$!`u1pZhtz&}Wg?zJHSlKw5gaW~L9m|JP=R=RchR*}-ez&~^j8 z6FU71@#^4+`>aHF)EXov>mtKTdB7`YJ-@=z4nBN7!Q3J$2=}9!n%FzN(3E%HiYA|f z5aFB>DO0irU?lFCjN)?za#=Zsq5N3ip=jn>z+C+vXXgv-Q4vNUM@Y@Beg_Ch&jdUi%f0ubG$ zw(M(^SU%#5Cl+g5z?kj&Wz`#Q&^n#{9v2&Lf#;Fu6L}IF5I(_e6wH4fcFZrB#g*6r zD`|VsjbuUiJAeO_w}0E7oD_G+T9fBr<0J2nZsnaYJ1k!}=MzSo_YU=XcXJ2Hb3M_@ z2NwlAl>Cqr-lwjxEYyRN!*xqck2Cn`9upvUa)X*dhUy7Lbs(L~V3^{ufzaP^I9FGA z;Q4Ki6vt{iV88mi&&W~`99x>d26}s;hK9fBZ{P;$Fz(%2J0O3s5s_Xh2<9({ZY*wjq80_I zw&8dINNe97v2VtoBI^^+8*b6l&9?(p2 z2tby|V&#gb>mlU&U`7GfFP9!k>3)RmZ$4{zh9PcJ2a?5;l~ix7A%Cl^LbI0#WO3$i z@Hp8)wC$So7sda5zP{A7!%c&Z(Xz)4Z<9E1%(I@xFa+xHWQAz3a-Mxvc=qjaL<+^7#+Mmw2rYXaNrrl^s zyY>79+7Rl_LZ~crBK&eCnCzPIt zB1a~k1^+0o20qoVleZNDVO5>Fca_EgUUso)$|#tCr~faTEKUoc<2z#3?{^s#g{#Ex z*IR)r`;G4!?<7GnHBHkh(gD>XeB-Q$?~eTJ@FeF?tp=|W>R?Lj`kl)sGqCfg4#3Lo zNIq+<1Q}M=d`id6p=+Sx6I}x*FofxluwJu*_?@Z?*U#Qrpy!(V#R0t1P(0DBad+MF=xj2rT7(@WY^q8hq5LIsSX z>>;{>bE@Wy0~lwJD6fCJ0=12Ia$|m(fyQZ5K4TV65byt}aQ%W6;C1fR5Eq_@J-5r* z@}=1FDLyASamF2KmQ%tDsK&0>90+3Sf9?QN`{zeC?>K;R;o}QjkxF2UQ=6JbY7W9T zLyCO+IU%yh<%Y1U6Qf{#P&{x$?)mMw;agS%BcBP4Pl*Gt zxRzFSiaP*fxi`NDl@d_X;c=dCFasMA?zngyPS_Mke0m+Rf{)D<{hXz|*!7=^o)``X zl#A|XYCWkJvUk<|%%om5X!?GM(MoUyjL%s|H(W;uLBky`g{Z?PmlErt4pV4XGOD>E z%>`{+lr>|YE#Vqo(eO(Z0jPD3=OHt3KySth#m9`hAu57b!uoZqfkr{3u#d+9JWd&D zNEtbR_O}Nf>t7Y&w(0Ezr?+N6jO)_+4#Npz90ft_l2))Nc4i<4pbNfmO+l?+PiF!2;K|Xw!*z|RCS{* z#di%}2B>fq3l_ud)((N>C3C1uspH&Mw18laNghf%X$XA%N$CfN0W{DSQf^&j1*zjQ z!x5U;ebfppYwc^?pg_yMaKrmIdQ)k&F;j9Jg|5*ib>7z~S#jX~p9|io;l(LQyi>I( zwe=}>{|GtMN~q6ph^!6OU=n>7AjW|*2oDm*e(FVu9a?E$T@pvlj+U4$_*S8stc+C} zm(~zy|EbViP6+`*dVP)5{%EG7hLz4XI~T92SfF#| ziFX7ut|4jiHyEF36vKsbKGC)f3rN}{R(S7W0qQs}7u-Z;A+PWAv5n{YP*!!vK*xX$ z@)ovK*i_BH_V!2BveW0F>d9U5rBfE@`9emn>t;5{Q}u4wE{bBHJSX~DZo>?gWXCa7 zTozEb8zJH_A_X@s363i7VdJa}+8=p>&k8q2TxYq(&EV%z#x98(ZfF$$6uh2if#!xL z1)%uXkYEB;hgg+j81A(_);wwsQ<#6;2KEOx!_@C5U^1sWT>aOCN4KV--+ur^h@7-n1@a);;Lz|thB<2a!O zRNitZml4!}+-x)ar{4^L9^Y5q0apYZ1Jw^fCs}qvmC-q0b7{K75oM zHfB)uGpsj~{S5q_zkkZxzim(R{+El@c;eWKc@Y;w&T4j6beS2*zrWRfl*$6c824@r2}%LEGuq)9qingP`u=B?CYZa78n_ejOw0_{H^wc@~Gi#);z-G8A~3_NL^J;?#) z;I|@?$L(wZm*}M~=~zgElSvK!dqo4_k>E;gv}T27#XFy=9L>P2(KFDRC(j-H z(;Urv_SjX&(FS=pf~!%=R19)GPJZ`P%^}eC_9K6J3otq%ztNv44Ja?|g@|l@5c;XO zA#cF~6Rwd|u9Rl5$sMN3md*{!L9uS>;^t_Yj#sT-;x*)23EO)u#$vb>6Cn`XX9b%d zSj-08usksGoW7JO4~iEYCCn@IKr_!tY6e@L){ERHU;Q?PNA_h&N}cE7S*sxL2EPT$ zaKRpPI^PD-XjZvs%2Eua4zu#%ROTRG#FVKfXaT}H;%+^w*!ZW{UzZgh#qwo-^z=sx zR(KtZ+e|2$vMj*ed=TRuEl++~gKwEIBuUwm=mg_~U~wD^lZEOP%} z%AlA;-%x3z&-C|~t9K0$J((kk;e=g4bB-@CiSH9o3Esxds!Rcj;$MDTc^Fu;V2Q9e zr3JU2O$R=&6M{z zp$ytuz;kPi_2qytBy#ZGdakJhzeE%VbyAtYSndkn1#JG7N#zHVGdLm8D(xD{x)!?p zU2E}q9`^g0wKcOwr2x~+PR5ot1{+W4WL3(#CbT70%CTP)0^-j8vwV#@U^ua>(woNs zul-JBd6XN#RcU%2;S3I_m?M_#r_e^}NM7IM{bGnnj$t}p4yS;ljN-#SJq^ehl>BaV zQ43i3r-mhNUW8WvF~WTn8iml7X(2kYF`L`Ak` zMye~U5x%RkZ!~_Tz{ZbPk%spzVV{l`Z+uJ>j5vqJiL|A$?dG;U<44$idg^3Pcb5eK zBW66^plk$`ZPmRC9wHzY*Ze_`TN~XCcyXEaoFVcHJ9VY_AO#4;6h_}+*8@y_Tn&xj z*Me5(kDfo@2*E3CK*g-DI`D?nCc2D=5&GPp<-Yo806z-P9Pj(a0e|Q3pYrx^+Y70x z`RZY;`B(W7=eYDF;ePU;JYk{I;mQ3$60P-@zRM@mBo#*or4G)MxV2-1kdPFPb>yXh z`*1B)unYz`A6>xYV&gIp3uS$qsuqM#-)|CEy6b{SQU%%mFGdi-eK|Z)V*sKI?)2UK z9DsR$qW113ZInxa+Sc2`5b3fj!83S~0)=A*IQ?@NaGmc8ibJ&E2!}+U^p+4j!OpuR zZ0W$(tvmW^ij2VFPt!lNZUB#-$^P8IKMl9mei8gSi;d&?lG4Q?#SrMoCmf+b9F9SqnEma5n&!Z;Mv1(>b8! zV@J3EHZG{tn~v|{Y-UIc*RR<<*Ay60YrA=iNE`kiduIaA)wceBvj~}ILdHrNE7M*N z$(S-^$WX{U&qE?)&X6G~k|Ze-Dv=TqQmI6eOcjwbOXmOgoKpRB?{&}boO|!N=koIM zto_|~=V>y{S|Q#&P%_J+L}R)QayRs63sCF90S`Hs3^6Vcc#*EY zzh^JZZjks8R?H8yr9{%y_`2xPl_{P34Tf0rC*q8vq>kbY zq>10+t7(Gi=!Hz(Z~K3}j{We5q}z>gzDWzI-iz7WbzTn>a5+esTviMtfwUw0sNMp_ z%hxO}<3YeePxiiVQXVdE6qMCAP=;oG`5Of~f{=g3cb_wEUGtpPu+X|aOfcQq(BV(3 z2k>~Uw1+bnWYMl=JlZ#ej+rP6?!WjD&1E*4U8kx*qI$_4X`V(XY3!vx#l2KCI?JNg z&$10oB_uo|mAs0|ombadO>rT-(;Gb=5tk#5tGk7jc5Fe{n?E;nG-e|{ChL<(eGs!o zT52jp1Q2GcQYsr@kDNlE66Wk5LZ|YW?{VL^_@djY_=`Vqc3s^*wjvuXq&t;!V!~J- zn+XXx9Y_@no8Hy6@fL3f=QY;~c-Jb!@d^;e*If_R*Z2dK9&1Bo^1x}gjVz$cz_U?{ zPY+J9pOI-L<^iHZ54_y+v`{67*-?H)J%h1gK$}8^=o21$RSvJ#~dj`$&+zf zM?T#D;}QY+>-%+Z?*}hY-q#m^ut(in?P&FJ&tY%>%sC?p*JF+yPw&IU%k%Jb=cjtu zTH|nrPV!*f=VJGRDO?J0=Hj-lPETdP(ho)+i53Ljy?TsU3_8I0i85b1mFjxQK=a%A!^m*&+2{R%-_EZY{{ynDK3d=QOPB60 zNg>uogPfi64IO%z(0-fu7jW_5=d#-TojqkfZ%XJvc*z-;6Pa9a6WX+{ z3u~b)m;Ke;A9XQ7K`(OIiXb2nHX1F%@%%YowhLM1C_(u#X_1fA0?_A8$>MoM8@8M2 z&s}}W2$lrA?FnVNFtKleF?$^s__T8u2h?k!O^1zUvb>D3)gRN}b~Xh8p82IUmTQ$@ z2f5o&aFG(+Uq#3A=>7)47!+GFEwrKWKwl4;6Dv?VTDovq=z@aZYLf1D9vGX-PhJ% zOciv1CL!PAi&`;wxLZ{FTYUX+ z>Hf8NjU&oO&J)nC=d^aA#5*ujIx3CSw^yLGvbGeTtPyTj)y}^g@Bq1txDomr67Ym} z;bt*zo$AoM?CjcYT+qM98E+kr2IPnZlzL>*z_XNFCc8T|VN|Lb&(VY#a_RGLy7zP- zzb>ZXG1F^E?_r6=R_{C3V}4YpeUWR}D;HIF+KI1r zWkSx`BOx9{CFo>b-r3105yVTpzAI@DD~ zRxMxAD+hTkG_DU#xZ#MWkBsc-PDl$S*eADv4xWFoDsoNK1j{nl;NEl=xWP9uXJLg~ z2FU#Jt@Uk1Yy%r5`|1i0xGfPyl3^|Z*i-VNmb-GW|A27C@rJb^cKXP6lFvKAc&GE+ zxC;&RyX&t{ufcIku4SrjVqgZnu<3j6_W{zE5GxUlQo?Ej0-j3CdIDFmFz168l5nc3 z>aKeLf;r>$@)=4zAR4P*vT#EKUYOA_4%XAc3;U7O0dXxD%=}b-VUz_zea_6|IG-r` zP^cc381e^nmohnP7uybu81MDPP$Ew-bE9Xmej@=4akmmV zg)m?p+#OH7iwnqDp0MxPt^r5)p78g*PXoSZtE7~MG~w~t8I7xv%2 zMRpyx?Bm<{Q$fl0wky!>+xbQ7_iW=RJ$&1LG($=5#snbF-T=APc{{Mwv^Q7xzVLw1 zxtbS*x)N}v_NI`9E(X1|ZU$}pxu84&hpdj#fHRqz?|klxz*AMfs;3x zp*LB3oHPW`dwX?5#oarw^g`3uyv&}^cRlQS7L_D4y*hSH*8~H#y;nOVqq*Rcws2^` zP7T;v@fP<85Dg^xC^?FJ)`a8k7v0rzm?1BAhJxiBpxU+Sk*7pCq+M{&gK7<0 zCGeh*z;P%~#};+V;`kTcn#!)6Kq}{#aWroyOh=|TGpf?SeyfA$j$P0MEwBB(N%XjQ z9gy6Qw^bI&apqmJzO0BDEWBQSUepuEsn_z4*@1M7tjX*mdqc$%Qu$qi|5QVL4u zaCuS;<6mBkrw6$JZpz;6I4*j)!jJ$f2c#vcso`#OBaSLa{PaN)tJrtvM*UL{xL205 zg&nv4OXYExnAn6Ii`OZXL)0o88o%i2wc5i#sTa(M)@ZjL1L%lF8Z~_YPkh z-J5^apnNw3*^5;rz8_>oiZP8sQJgtwizWB?na?B-MsZSKSD2zZ4q?i@jb9!^Sk0*z311v&LYmQGas;hn8{&e#8I#TUQ$183iz z4L4|S#!&b0r@NGDJFsK|RVE!nJKXg|hvw~>jj)iMXdJ7%6(nW0jh~=lhnJH0*XPTX z;W>V$f#AM1K(*z_-2(^IK)l~cPbHcjVq3Df33)K|ECa9g*02JWQ#tYB@kd*@uGId% z%}WSeU&zM4b>9kIh7X9CFR{S;nP4i-kIGuUOC!e*o1={Qc3>_$>iZ74*uwgNiklK@ zQn1EC-tzdY6kPR5FQ%s!f&_De>jK59(E5Z;BJ&jwOvoO*DpS7`>OJmKj1BVvb?V%E z%M1*$RRu(y2;PoyRp>nb2zGFBol^2K%PxX9zG0xqj>=T}6f zWT0fF+_(Mv3Y*eu$K=qVs>+=rvR?jldz6ZY9&#T#-q#$#`8(ug>)6}v*uAh= zHX~g-h{@2yj$-Sfso?bCm`7V7Ta;V#m*>BBCP^-Ik(R01X4o&i3@s7Yt-R= z%|VIjcsg+3?&NpV5<|r0lr6#a+c7+QClqwg7KZun1#CMi1jD>%!`D3D0;>-7pgtpJ zSWRtWF%+c?K@ZBsZ*ouoUdn+TS-9^>=?&%VJZR~Fs_IzhJ!L>4M){H#k7-~f$vvg3 z8*G7u&zvc$dNcITvv7XSk%ZNk+)wCkXMEMi^Cu}xt0_xkbCgkIchlg9A{Oat){AnQ&YPJ%Wh}a4|cD0=74GZkI z@8rdsRfaPnjow8#?r6scvMcYNsKF#z;3^}jKYx7fy|k{-yIcNS{7|e3^>CDS`4(Rf zE}AM|(?Z|&|9t(vXcwTEBPD{IAMBi*P2GYC9hOyYmCt~P=}LhK=Nr&T3}Uiodcftg z{jOji0|+?dQ$Lyz03Jqy0OKGssL8=|7xTlQR;wyv>H|JB1U57$UXurc@cZkUZ<677 zvaZIyCo52C?2-1OZSknrQE1GzHv{4AbcT{PdE~7BguuKc9JP`g>=ZxFjn*;tqOJPSdaXqlwx)V>cbae)YTnVd z=Pi{A61x1D4tU>699fq^%n0$c_7!TTkDKZ z0Szvv50I0JAZzP4xd&OcVEQ61ELI|axf@}(Z7 zq9z7ny@xKl-^2&b$N*iY)ACTgZsIxSO$Nu`D1GzYPe(GkGI5Sngk$GBDyYW%nK zs^OK zf|GA6-|U~0g`2CNY3jri!Yb4^=0zkEJhgKttw5D_Nu=|7d zXW?Ui{`gX}w++$e7ylMNyCg2JHV`%b7GKR5+{{%@hA*TsNl8{-xy5d#;I8t7J0W|%oanBdLi`*GIisl~# z4peO82Rnbc)_R8b$e^@?`-Uv$`dfi%;^ixG>T!vmX>97}Kj(p+znkF5U z`%;Xl9+h1(F3n#5JLSk9(O>7`o~eJ2QEN4x6?hYe;_K=!t&1l_{k~JPhd^%mC z#%%o1NblIo+|Z9ytc1d5`S@UGtl2B;w}XiA7Pi^_3?Ab1KHjsi3m>z3e`F#v0e9bo zgFEFV!zbK&%FN;Y5;U;m!MpG~8zxX;aOQR0GJfzgTa&Ps4Q(rC01(a8)){p z(Z>e^&q~3&coOYA@1bT&&I_73@1IMTe@42^RXP<;_=ulNs_yjy0mgE?gi+U65|TdF z^7^q%pzHvcznwsh%R8sBPP=Fng{GQ^dG6we_l6P%k@D}+efL*b*B(B|zm?&UWw`v^I zGd{T5d9OJ^qaP7hj>Wgv^FrIq&Q+cIgQ)hT!|8Z+YQ${Q_uxe;7pAj`--;ks0z48X z`$!n4(B2TMC#aGFSRN1UdAVu?wP?_p2|M$F+_8{Ho34CBjSjr;UzqX2qcS$$PqM?P zCT{l?wRd>P@tvTHSr0y@E!O;MluHuqrkVx#O2-lJzOiu!D{3fc$Y(IL9!165pN}_l z^Fz|}DW<}{e$-H;=-DO32knnc5^i!Y_22J}hyQeZ{TzQu9!ci7U(c{4^Jpp;Gk13{ zbF2MoJ9K`@b8kZ=6qKZn_iMWQT{f$B*^oupkngftZ9|27T@aV?p5WKK_e{9IYobY1 zRLsrw^pc_pwYDoJMHB4VgZra{`$M9?LCw;`9ak{?S|C-lHFtJ*cEY`6ZLNem3|G)o z_);J;{B@g1|I5qP)?c=XJv@GWflx(XKPj3>(aggv>DO`DIN7YSarXRmAb7w2rMGcW z2GuV*mBIE)K^@P=)5b>~FEq*KV0e-?ZuIyX6$H4g;7A2L#-E+Cvc2Mg|1A#`j0lRG zxz?4-G~~x5%@Sh&?dtXX&u3YdY9fNXRd!l<=a$t|EY+Q=ca<8cn2e-l0PT|cC-bv= zx82A>ZzV`^j9tSeZ#(~N{<6Ap;c)hZD@xtxUVAL)$r3$3kC$~gf%e#zwW#_|l{r1@R!@;&bNK|7Bx+hmVb6J1YT5dKHoZTOXIpmj z^ymvqw5#c&w4H3}vU=8TJ$gyLO$Dv~AS^C*M|au!Klk@%+b)T)=5%^(gxXBSFDhvk zEUU+kHOl0Q(LTg~Oox@~qs6lI|7?2yx$z8ty>2bq??>%a*cv~SYk=gdidYL{3 zo8Q4^2Gz~cGxj1ng%3?%^(^XMwBPl!FdrOwv0ffk-rXA|%f0izUjKJx|6ECiO3Nk2 zO9EjM?`~vsZTp|o|MEbMO#cE0YCm`QN&8bCj8t!buZI{joS%&Bn^#wW$9d1M#lJX> zHg;Ivmw&GQr~m(7&!W1dNzF=M&%cp5#5l5sY_!vsGv`{gV2xIjXcT zyw5@s)}vSH42=Ht`u}#+FP`^{_Is@}{6YG2z2jI50Rd;=t{J)Sd;T{{Jn4~yZQ6vW zi}Z2tZgbKl^IxM#HO)|2fLyig8I_K@{+G`G-=9nVxsQbn7ss)N{wqDPSEm2x=Kt?| zW@XQc2Ua|=;(@=m2bSChx3*rn4gS}j^1r1nAiQ#*M}P}GaIxE~G02Zm?myCA?&oEApC=*Ft^xfUAF#mNw`&a#o_IqDV`x0jN73w14 zH_rx*2#l7r=itPwBbC>Pj*zAAIdwXISv?1mCq2?FS`b@uar?!0Da+RXK9c`iY1a95 zl$p8$3f!!8dj5S9b}G^<$38J1F$3eANh0aj{ukqZ(SGkMiY?02aMl(bZlfvq@WE|~ zewF??`QB3xkdxk-Tt=yyu`#CN%;6UkE0 zGL9>yqDh`3ehOP#kfp?#`G%H?CHlU%{Ku5Sr5~C`Olc#5I@TlEfyI~^dvGZ??x|nR z-UDwA3AtfFaodP%#0;5HUKf?yT8%xs|Ni{Dy-~>FJb&oghL1)sI=&#w9^k8c16Xdm;&ontHVp+W*30!An*W5#b>gY7v?caX=FX|Lr z*rTe6Tv9JHO(zy$vmdjfrAADVW!1f*3&T&BjE_Erp|0$zHxj;FC}Gq50%J8Tovv_j zK~#gaCbXLGzt*Szs(;ab*I!EiA@*rmA{r(&5t_MhdP)1K9|-t0SY9J)f&$6ZwYXKp z%lt4JOGv&6szDBs>)p*R#VuR^=jOuC-M%kiFVG+`p^k%%Guibp{!)z|(PbuZfQM+G!x5UkS=MHN}KV)v4dEor}col42Q z_Igx9ndIQ%6#kp_eDCT1Rx+7=?U+~+fTm4juemmpEa`t_Ll(cPwjWAlQSiav*oAd- zm~a+a2BAh4YoAq(BTMxBJPMBVmkzB_PDqpFLR-6%*OK~0xug#Ksa5QT6*e&b+~gSoT4>&v#laQBq5@HnrE_5=lGmi`;po8<_XSDnp(b&fDwVU={|Bw5F zTyo4rG4}wHEnu|E397^BBkr8EHZ@1F=9+CM_6{%Vfv>t3?Kd|JHJb$n)ow!Bg^lEb z_OgrhzwKA?wrZ8`U|q^f{Qisg z`3%qHKOcSX`Cn5KVjLAq!(N2A8{ZZK99;+9jl51*IA9{CZnqG&QrEO9;{&eta`33 zj{?;4c{i}Pg}^GU=o*npb?DEGh~{bW0pc~I*S$p$?At(4lElFWlPZ1$RUMyD*^}W5 zGNcpeq(9Y%4-cc!BfMe#3F8(twUebLtknT|j=8hCM?FLDWahTd*Gr@G+80E!+TI{f zOH(@a-3Ew3)`KG~Fb_SmWjrgRJBS&PkgSejnnmNa?W$}YrbzU$(^|q?<7hnP29Z+o zm!%6`tOWAEIDFCm==^g-3?#BfVJL+xq_+D&BxcN1+tV66i_56WSf@>~MZSeO#$2H( z34HJDemX3x1=p0%Y8p#h!&TCV!y~s8pil4QK>^_~aH6m|b1G&hXi!*fE2}vO-IXt@ z_OZyr=kW!8+gM@nd(xPoM1u!u7GuPdVUsA8y-K}UC>~v3=Y47e{|gjTb_b8h#}OUA zdO)r4S`#8F$ifj5)eq|sc{Xb|}&6M&{L-mm%>?T`ACTB+0Jr^1jXi^3@%+%x)| zJhw?tUY-WYwu}V9a!L6L`g?dB^=a@_5AWQ?*cit-7I1K8epKN79Nz7 z1bNgp`}HXI!oIDK_6O+(!NHVwF3E{IK*Tene_>n=B&LzJ7ZoQk1-XhZ=ue`P((XlF zACDnxTAr=92s%(gU1$)0g(vzXT_3;_(TpPV+en)`s^cx4`}MrEwBCyrpPxc zb}o1DDq=1jZK`dZz;;BW)Hzs^z`!A4R_iHybXt47w}hAwNcoRR50&};`ksxNaSndb zyl8(ZFaEI3DL=W>6pc275#*Y_h{pywP5BhOr(hB+U9 zOrg%AsDL-d8!kUnW6Q)nDQ){;q^|d2CMep3&?_9a21kPIg@(d7h>O#DoDr-8X-Vrm z_s1ARozbx^kJgF69fqP$NM#PC8B6zo%W)K6t=45T`3m{E(z1Jea7W@!a+zVXZxG|l zewW6wU5HpUYl^~k9K8l9vi%HpI8rec@AKq4Xtn-`PF^HFsg0Y_Tf1Lh;-U z9gHJuns8kWTHR0m7$N9a{l~Ot;1|7%c2WB;R_(+mU{y~*+?cr>gl=+VUsL!)rYeBw7%%19q>Re z+KE?+334s^)=6!1d#u4xGd~qWb zK;Cdis%jQ}G&TN&&bpzAN6H4#ruWhM7dK0VZd0I2U5%M3eFiA^y&dWF=^(NkdpU)< zP(m6R-{zFB88J+&Cg2yni*`}_FZO+zr_1{I9JIAhYg=+qK9+b^n_5p|1cGG>OZglH zNgJztjx$m+#4jI6?C*b14Oq8$l@+oVa?GyRo8x6uoE zXoLb?$c$$LnL51TYQGrdBnr7>)+5^NL|{)kC?MI%2+YLi30tNM(Sss$(LLOgh_Jyo zebn<93XWVa_N?|3DyF^s*>Qt8VqvjJ;MXUGrY@VV20Pq$2ZI;yHXeP9GGATfupyyE zXHWUOh@NMGO%={BHmC=p5+hICvuf0U{0}@Oul@2F^ohV2{GxTy{!(82X}#tubHcF* zmA(=#Qy448&g?4i`y@387Aa*1lneRflhezjyYcd&sluCGE6EmKZ=!rA{MiG}c%Gtr zRiXtt7fG8pnjeBT&dMVMY1<)@Q9y~EG63-9gjS(z+d(7I<}<55FQm8Heu%j^i8f}> zavR9-z}cHRA%`7rBQ?%i?u844@aiSgwOpn&v{yb&+L#L;47M!1U{te5FM|6SGp^8p zTXfO$+vmg472aU|^89DWAtdPSiHD4+t@71{J5!txAw%eNsqhF=c%f*zQJWfqy$>nV zUkds4{D0y*48Q1Iw2Rt*v5zmFN|6vLLX{DzW0n#(Fv^ihp7rv5Fe7P8!XU^cZ^>d2 znz|z&G~_?rH`{9mEJyh66ES)L{_c*jAqO2O$uT1fJLLnp_f1bw<1)wx^mPvupZ5X9 zTsloMPXOgf>uvOVIDzuksQZhdVKl~n=1p_}H{gBRe5fns7V?oQQs16M0yhn)P5G{5 zpl5p*QZF_wpun`|yYw8ksEEGk{KPah)O=#cW`x7h)x&Qhr*AbPXFE)>_ag%`ITv)} z5sqAF^=3VvjeIB?6>S@KcA^H0QdzA@jxYKH@dn@*t&8@T^5Rbq>06WVL)qxYSvP6< z**xrFxJEnY^*3;>Ntcd7ghk$gOYjzB^<`i(maN8bnHi&8veWLb@xYO`kNMFMXv1oB zu~mQ60|Xvsj=Z}k2b1x8#oPKl;q=qyk}etye$EK5RmKo_@E{%73Ri^f;3zWiF|PG*|g+(+ET zvV+Y|RA^XJ|M}T5PH+p?-J};Dg8Ewv8uTov;Msw2Mpfr(tsY?Rz;EZYBg0a>0nK`RdS1?+A>9 zVwVKPTnqT#eLB0ob+vqvn6-$+_A5Yi>Z6W%w<8D@KjauB!ew;b`1**C;cj^4AE46F zW(N`p$yXhM#6TsK)Jx388JAh*l0m%d(u|}|L${dF$S@*2?z24#x29sbjHHdm;%nVe z7t%B2dB`E7hlaBjK8ds4KqHkWNrE}&Fnf`fiK&BZ;9dEc_Lkcb6qV>HJngjx*qY|= z@3vi= zp>&KhEL`(ZYzV{Y*L5%;Y}JIlX-Yu__*P(k)tn-fcq5bqORrTuW(%RMYzN$3muB>v zfH#>@32zWjUt4+b)}UoG`elB;;G1#m8FDse(4)P!G^5|^fbw{fE37bFRM`{~iktt} zA!jm)X+V4~PX-%an$d4j_oDqdgOG>OdpEK@_3%_-DAgfr3aoLdw|$T2g1_AdigG`D zm_hpv)J58Z%mvqZZ$UNKBBI`Pguo1}EfFnC0w36#h*OsuS-|AJst~vMKRzSY`Pr>& zU0Cx`Pv=l$0oxd+#-Z?0R*?zz$lNFkRtiF1o>3<-LrS=R{bEXL^VjcSf5?cnsC&`g ze9+nytYeN&GGf|u_pLCC+f9MAYSmD;LDHZzZUl;ZJhQLiGKNSERHAoEX5fDE`h7Wl zb10~my;Ci)G^5NX;rN*bT~ipynIhaf{@XLk1Z2ctGZwvpT7nNIJl?)Eqs-K`THfH4 zOGsIA?W$p=5$qAq?hW%dX<)T`pws-ugUI?yF2kFLL~!NIUe+rdOEbzW>Rz-z6YPJ^ z$Z&HKsnX&y7BCxCHqK`+&BzeZpv&?3wI0xzTr~(;V1s^TZe`o&h9D|WtS0yLU!Rd7 za<_iF3J)0=k-1FxIyEG%iqV7feGXXmCg*v|T{bJw~qb;sw zeGB3e2W08+g5l7%9pohh3b0dCl2*e+8Cvg6vwH6lgp=h74o|3bAj{i}U*6*1Pc-kG zh(5zfN&x#tC^@zVn!liQ~*9UF>^+aIG z(b3PB6=%@A|Eg8^s>>6B7j=KLBbD@cVhAb365@}aSxVHD9yl>(&SwWly60{)wEy{t znzN6iY@M`55OuC{jdPe0B06N$#=N}~S>26ZPgb>*sQFFz*TT<4u%C%^d}qbzaxHKK z_V*GDYyGA%PAg25pWU^xz2bqtrUzD-C@V~q z6(-6G6J>>ovcg1JVWO-sQU03ma{j)m6(-6G6J>>ovcg1JVWRx~YvjtF6%VXp4~tL5F49mI?RS+Sw2y}RRktC%jdR8-Q4{t6{MbY!WTxw9E zgSd#UvWgBFEYbg4sVHfdxs^xxo6z|A;^=y%ghlBiEv!2HmT!OZ3069(^Rap$5%JkF2GT^jo6mw^C8Q_xyh= z{Y*u9?_{lB9chj1g0gSc_dUQaT`jJy?SmoOAaCs_9y=hWU;PnJl`}T2x^p>Sm6u)eu8J3$5(DqBK7*8~OSz-R&drM2N z)`_a2)sGOfeDN^P^{6HBvh;}m|CQfMMbT3Q?5u({k|ld}+`;AD*ZE(hfh^kZeX7-j z=;iN7M0dRRQDw;d`Kc(Mh4yro+wr5u1U712oBi1FEJv;JEH%_6)S{aXi7jhCl{x!zJL z$`DrW(0%JLYET`f;7@z~o2e*S++}moFC0-dQw^6D>Hi)Th02D-hBQ+LMdz0#S|slK zdcJ&*kH0z$p~^D8JQXe{B5~D#{=0&%b(WD^!%f z`V9YLeLvm^r~F1mS-A`TkG=L++gsD#lQ4WU1od&hd$J}y9P8Y|mq2AY4-L6)6+QEk z@{(*Wt1I8efToP0xj=&o7@fs7=WAGk%%Q7n*$MLC;bMEFds7G;ws+WI$f6F_w9J;z zUwOk@HCeA_B@A?pTlDvyT?du~QKL`NCy++jm5kM!$58T98hc&(qiASnk2vYm=ZHsD zt%l^B10o!$d6^R2h(6HV&m*6bLV1EuD7F#3L91(($&r^n+Av|(byYMM)vPPL&YJuY zo4FP8ls$SH&DbePsctky=gD$9KBkPJI(OB_4y%{vqS&*kmYmQCMRIR0M@)J|U}oZ> zy)-g2Ab#(mX8aQg`MbH@s|~Lv!rsWcd}(o-(DA`c=B%0($hhURYi?G6>DEfOF2_(v zKjYDFdR`qCG8b6ip7n*(9}l&ijR271kLV4M-Uyd^+^J-1=8-|wvtz|4KB2b3WBnNy zj-hb-oQ&ynEl9st4%3o!M7H6=1CH;XA#cV#uOen-QG4pzGkbNrQGDX)s$n}_q-Fc~^W&)E=#QL>QRe@dJJdbPr`b>}7I_c05i*kl0N zwnUMoYM3HM+pzgFj8{?UrP$zIvJ=>rC-H95%EZ7Glvkbq$qv~Z#qX<nV!f z`26~*Ws!%nXn#D1H@4h}&f9eq-GA|FC}K-I_FCC=>V)fOs2mcvT(~ACf6Boq(pvQ# z6nXFBy<~0*Y@7D-Fy(l`3(AkA_ z+NYG>pgfiM=_drc5Nk7p7W$5%MgyOW=eulCf|2>5O~=Yn9Dmu35&?YF*z%&+)tdqc zMk3-%+1=2~AU1T(h8*7BRGIX8A)jSNfYB&x2>R_nwEG=8)L;i0aUDcX&!|s7z0e)0aS@zg_4A*zT&? z-92vtSD(vy^BbIiwrZ8@hu<4R!tK{PnNI0Lq}lGn?AtZ~SLxu!L$Bu%MTCqqsap!F zx^u^x=vFuK%Rl;}z0e2M`_zs_wGE(vy>bou>AHw$g6?&E z)S?NFQ~55=$$N^Xexhu;09W)wqa5Tdz-deMK$W07^ketJR3){b z`a=TXSCnbaxIArx7=N1XR=DC%v*f4BAAFmlnQBFGLgL|yH7hDe{!AWf#t zu4dcaQ0WyS_msdo#6!NhH=Kh4#jE#FzO$i+k-EVv7w8Y7{MH%rUIhvm+N+&au=~q% z(ThBkMf>CY-#YQJMfCgy#K|AWVOw_@D;!Ue!aFw%5yX`b!p#Nb{fmP3M)hBUYh}!_ z{v_7$N)_Ed%IyK6*Peu@AJ+n!v^b|*0fFGuR1z!EsRRtZ>!gHFg#dm_kk~UlH8|;T z!pOc*1Vpblr#%QFgwRt15!+WYg5^H8`8SD$D0%i!vOeh~s$b)3YH5EAF$N}b8WDX$ zIfZlkZL7_YroMXI7>=8vJ1wkkKI)Iie7C<(Jl}xW0%s45T%tjfY5cE~UogYK&CN%r zA`T<%lpHOoCMt+OKb~)=_vNnjA`fNJ{;2=rOZ}J~{e_6Xo1C?NBgpR-$#ho zHg;!w$}69+&@M~amj?_nB-=s;ZGgHb!8~5a10zL(vg*aC)PMz1AAIed=V0EzR;=luxZ&->oSxL=MLX_Z)au zjIojTFbv1PgT@g>_NP6Z^0ne5hG(oU!|kYcA#h=0IE zk>D)y-%F8=bRufD#GTE`qQPTp-p^{&>~}TLCRoZvDNu-a+MkFA zr$1lPc{7}fUe2+W#EQN{anoCc?Qu-=tr{gYwGLfKmFjfsV`DY6NlUw8^K;zwFfYF` zQ^Fbr3cT`^d0T;E<<+uuZxJDB*N8v`c6KOW$t<*%IfA$yMTOr>Q-Vd6(gDiZFI=#H z#6=;eBX}Z95{&wr7J8pcMPOcxD!V8jwZQdm5%nyG)$&?Bm8_4u@}YC)=1ty{jxac| zZR?F57cf!s)!!hz8&rmC!a|enpiu9+RGpp}U~T(kW+a^dI-9-jl^^jv=5LM5oVszC`F6ZvTEOt|i#f3?f4XQ=X zQhrc9g4Rvgtt)0+1BXw*jarH2xhSU$Hc~f%hHQYS(x_?3JDw{HhdAdEEi?xCK<{hhG$5y$^a-1z9eMs>FDqO!GTpCka0FdAuwSm_1vO+5RL2%oF3&}I8Bq7|fQCJa z`|!N(?h99J^>xkhgInq$ZoNUVN%$0We@e27*2@Lc6Zl5ARO|uWn6uzAwg)b1&pbO~ zH8|uoyhpsv6cT(njGc}70GL@tPk{wo_IBd<ZTH%FJjDjv9K8uP8s`r!^p5h8Zk-XL~o7pKL zmfl*MyL5Rj3gPpyesMN)^kSr%`Bjb;_AZk_F^sDk=x&p| z4SqAAPxREZR5pjUHKW6s%nE=!{iv^V8^Ynh%Yk|lTp&)o&)RLLDY(3|q{!;~?OYVD z@>lk(HN|LWQ?%A*9J8EFvVknJuNtkkFJ^kaRR)<7W}5c+TtYfr?3c8+j$o+cs8mWE z4dmUbygEMVi@1cDcF~<9g0-FctL}GwWm)szgJ1vWFWMj80Q}5F@shdHK|Ws&4=Nqb zQuFtLZ6J#fZ(2O$?F~A#Jx&XTHFjive6Itc^B-Hf{KcV4!s13*lO7~Kv+-mfVT07W zzUl5YhG5pMeucH}U(ZDmiET`gz$b&5eojK$hi>SK0o5kQLsMw(w)gtNi7%gj@%+la z=wGxy=>M6E^3kS`$G4;y?AK|Dfb1zQNtaL)gR?SN;Q#~pH&$;&rJ-f zF$n^huc(Z`tTy-_uD&It!33_7g0)H$x)6KYJN4RLF36%?%XqYJ2puy~7TkaFA)3o< zG`mh!fkgF^JJLLjP}0~-e~NplXmplEtsj^3Whx=z5vk-=RPMaG)@q6i;ho;-@rbw_ zaa`Rkth8eby59V`p`$Sy@iAGSMCyaszB0Fz&$IXtcUDU0lZQQW3VlkLvwsMk%45FA zegC&}QAp{iG*aJQf!4~}Qhc&TAexLavv}_Tk`=l6?$;#1;#|(X9P`PXw%swk-}Jw;|vpwAP!EwUC!sf{e( zxV#5NMAH@0#e7X^TvYI7{uk{J^M6V5!5fcA4CO_TAMvqS%0)4_7dEELYzG{hxs>lb z`SWp6cJEn;FI5>q4nfbFIu9A4>64FdWQGNptOVghB6CZWK z%c>R=E^&{dc~p*cnhTjn1o_d7?D;Oj=lQ7VMn<{J2c9qOXIOoS|3&*l{Qqzl{P-Sv z{9pG(Q+)@dXz%xQS;3?H;INhAiU(cwof?D<1gEdf)|MPV$afo%7YR9xE8yW4F1=z-4>w`i}rgcutnj& zHzVdkH9$1um@2yD;Xs9Z+b*XNTt}&)UP7P59hQ8J_r0YrB~DS{zN&{!NUYzIjz>3j z+4?^p|9iI!eV*tLR>z>3Ou_TwhnI(=us_*N&N?NHPVTB8zn`YCM8BpMTk`mLF_M?m z!?%!GJ|%h=g}HBt_hU5PRfgWoCH>+0sVLtodY5fMG4<}!RQ!QU#_IrzXDJQOB8%g? z>w1f4zwT#;FMeIL-@Sb4a@E-nB74xSae8ujtG!Fxb7Iz!%4h%LFe{o=cnW$S+*$^Wf1>-;*(OkDv5ZdN)y|2_%RKg`LrFn<}bw@!7l?I!)& z|6<%P+V6cij&*F2Ic|fVCe4X_CU9G#U!{LezW3Av4wh!%^mA zyt7l7aA|^^gWP5hJ;KPFAH1x!&q9vTP6IhA%fnHKPjT{_)(4|?%}TM6o=f2~e6*+Dr%0ZNuI7ew`UL!bI7&zY z*BRM0_mH4EI?Z$1Eb17?}>zZ;Gc=Mf!Mmyn2r3!j?Xx-5mGtXBTWbyx5$vOF`I zF^gp`dp)p*R#VuR^XLp33yM1xY+!nQI)*YI!Xu?!Z*3Nl(nWHpu z%F?4DHP~`+6vf_tTKdnCh#~xnM?ovq*ZvowD2w)cubBr4b*6A>Hpvkc5n1$~4~}9o z``R(FBmhmD#$I!6{^Q{&P381#9CS|TS$0w-<7dw$*T14%QV0IjF0{@t{H`C~>EAq` z-#z`$l_V*pP8chipfZB&SH9KtSU0|tBVD{X8Vqsbk2~7DWPAoG(x2(hn;|BBQX1*l zDvaPz-@M|X7*sB;#SoLauvj0y_P%Jp4d(PY8v=a0J?QfS_mRlv{fqU#?f;>oWTvT#s)M!zpyW5UtwaAfMs6{O6+|4*i!DSKuiB z61V-*71au zWdX!ghIPe?w#cuFGTj+G6brqNJKlJ?t3sG#M~vuGOIUNecmw@gdDwGjsM|9l1n71j z>-RgP4z(UBdXoEnfUEe$cHf5>s8CxIG~eZgRMLBEs*ij^hG|Sk`)S6}%=K-(g+$Tl z*j>ZDnX6h*&RqEOO=S*|D5Oh zobw#_>&04o-`C#z`mA;B;lB2@-&-1zB*Ur$T-u=6RpZ&CWjb)Umv*&2ZwjQFB}Lfs z^$@hk-Sae^$AQ8|LF3AKBk(ekU7D#q2yK}UH@t9|AC01v5PvhM))$_SJ5P=e`xCa4 zFmP~mj$@FZjVTiq;jaw`KD!(E4h8BdenvE~V4iL{aRE zB5kLXjA?cuYfpgz0S;Y#J1|@Op-?Zl8cvjIN>L`s!v1~c*RRF5K;vLQqG+rpkowiu z4QZu7hYt0w(bgV9*KlvO12ZYQ_XU$k?KTICFYQCIUq_&6(`nH$jrq|iU9rcRKN_Bb z1PkLqzLG$~HIYw3+?->`YkxT+O-zE=ZSrovA4fFi!HAUQDQ)bmP-@asJBXKFv((oe zP{D@60}{UGVc1a+wd#4A4sMZH8s9wXi5y1`Xee*phDLSgIFgf;u)j-vq@rO3-s1JG z37Q%POQmm}TCYODatYt&hh*>I+%sPjHmm z)t8Y+jKGw~yY71MU3hnijp}?QNqSQlyK1MY3e=)R8ELXk#29hu;(=$V-tZp>qetB!_w_S2yGeHA| zA7J`@;!1h%mBV;f z&_HAj^+w`r^Km9~itDKOb;IpLZYHREGO4Fg-38Zk>Jwb_)NzE{@YC~4;kZvsj``hZ zL;SM*ZtJyzaJ;v#l5VZO0dnl6x^;I%8y!v+)cFRAV6doUsF>e3NX+8VtZKLfb$44b zOW(J^`Dj6_H>GY6+weF_b@yi=qZJa?eXR)r3Pol2xdvhR>hSyLTdiUF8fKw){>89M zaY8Ghkp{Xc6Fr{fFr)B(<&uIOhoIo02`To|;k|6Nhy&&GqftCAC6lGTjE2MHMRprW z;s|ycYXXlq4Pb8Ud0F?n>xij)&eba)O~i;H=glh<%rNc1^`Xzc&KP-jQDUf-8WK`0 zBA2Q8;jv7A`v6TnQzybx>3(M$t~A1)ia1vHzFsVUU%`BqLWsze)?DatJ{d*zxOdmuTB56U zPLALi7u=^B$w&EC4b5xXkMiexqVroCE!iDAP)}K!Y+(E(($mRc39UE;Md$de7%crt7Wt(c2O;f~LGUAb!*vVGP2cJ&*BUi6bN^2x=xYFSp1 z(z@edm9N57wX_1_QWyi4y^6Md_@dWL7**2Nuj402?E17bBel$wE zO@l>)$Q^jvlGA1ID3kC+&;O&|$8J~AZN#<%6&xNjZ9rA=39ZwJcb;H$}fe4?vRIU_WZ zOa3dcc5fSLU%`is_X$OZc0YnA;e0QfgQw9b7F&5AQbz;v?I$&jQ4-9m)784mZwn*= z9vK-v%(%5GTq)Jh58A`N27J}8g19CtBeGyN2w#2i!;KJbblcQ$e%QwcG6IWjD5n@v zY|0{e%6xt_N}MZEPG$HuG$^y(k6DyO@S!aVXYcI9HPNT(r~_9LhgO`jRclJcvATB+ zo-1sS=(P32WTz_%xe!*nX=)M{6*shyoeX$#AJ8`>m9Wj$4NdC>su^|XqER%5 zraCK(c`-lhh9R^2Lr7Vlzmh3@F)s3z&9_a7g&w^FdxI{0gFqeK_qk-&5M1Nyez1lK zi{pf|k;xC1Y!eO!&E1^|@;A z{AiRNAKsR>C|(EZ`_bf_uTlscMq*pWPPSpR#34yS#WG_55Jv;q;Z$@VOOC&%Z-c9R z$6vmE?~L^v529K+)v&%@FV4Hd1+APoONHWO@yc$SFDHs!QI+omkH)}UG|J^&)nywk zmg16ux}z>E=`a?O!%iPP0#{S-x1_g+LJEZ@4ioz!YvhU7qe%nU__EvPh* zTyz8u?bqhLC-odQ?&sU>tIPmv_o+KvjORuQn%IZSjZT7?VBM-KYz!zW5l%xpFth*v zZ)lW3$-oxnfb&pu__Gd&dIUktf&9buV1DJptO;w`%_vM+Q_cq{No`MZ^K(I{pSJEYen zlVB8Mj->)iG^n0*a!NhW39ptI`{#Iif&S3Z4oZ(^xVTpKu$Q$GxX29<%A0%PK|SXu z6)8(_O^9OIMq2=PtJv<1v`|1(FzGF)-CX#Rwlv>K+XqHRa_H3e)8lB4Kb0}vjQ;-( zjgqAFti*%Y8y@icx2Wy+C$JrQ>a+cQ9d0Y{X*wN6OFW!wNtwU&76yIxtPISvLp!C8 zsh86znEQ2lu1bn~ur%)7_26t9OqE=oxW#rO>KzkMSghfIwReo~$eI1?Xq2T=-xkTr zHiHLsS8#>27Vsxk6PGh)!EJYil6|a`gx(djD;Dc<;&jvPT5aM3!Rznszq^GI<-#~p zBoyaIqhzYCh@sr=3XT?066rA>gl(JlZj&yp#Ey|~`RB_?hz0uZi(*OAaj9-0W0Qje zcBBVfCLVG`?@UgrP35YnT4A^H`H(q2zF$iGFeZXu@9*6o6=03z5!@rJ3*&?~` z!x`-=IB4Cb>3T?c4jQGWNIm>OAP2Iv5hEm>e8Bgf$zeh-6OsuJRDC+UxhDQF@uT-RyVChi742eH!v2 z^P*9hROxk&t!Br(EzV7j;$Bd*sBgFaCVCXr<|&tbGSmJ^?!LfZ&-t_VrwahNr^^aW zh$awcF26D-&w`+~%Rz8Zv=AvLC-9(KW9(#vxXSc008A_W9@gUeGx?uIqRiT#@;@IMWin*6(}dRs z>)xwfXMOYML!;P`trEVus}Fiy?6>E6E}&6_Q!7?nmU#}zuy&_LBw;51{c-qf%4h9Q z`RA))+7cu}3jLq7`O6&12wOTgy>hQVg?Vqw#-4Wntt3o{lX zun>WT2>e$^;OD{MzjlPrGEo*f!vCxDK1bXF73F`YqNpm+hptj6hb+&uDB^SfnLBJh zMe*7ci#?-#GGwPUofr49gymN*ZBX5o4dKP)cEMKPM`Zj|{@?AE%lHLqNqd8h0z>e- zjq_7c#HdS8Y`e}2MVY(US8tp9ROEj<6~&Oyj`ZBpaNCq8k{SN`RFwNIXJs7JuY%)8 zrzL5-XP*k^!kKnAYk#ytg_V`j7a8{gHG^Zpkj~$aigLfLyt#?g8lJEx9QLQ2OGWuW z{W7&(WBTQcwNETAKbaX}|08<8pNi6XQISlj>o`;-aV|@4qMvg-`FY*{lOMzM`GptL zI=Ed^Lq;KFPxvhrC9z*}rImO*d>W==e@8t(6=iZ!-g<2Dh7E3wcix@<^HWibxx90D zr(de1+F{yuRM?4tbdU6S`i#MtK4XLI=0d{nrJ|&E%Gf9{pNEE?ZujGV02QTye}fXx zzJO)K%wE2Xz~7zU|7$9W^W}K*ohQ%3DRU7L#iMhnDD^cqfs#^f@QDEpP4Z*s)$>=Q zqVVZZJ@aoo3Efl&zpYaF^HEVcd#E>QKXiwuhg`)?wElQ1O88B};Ir3uFtF){%(lNF z73F9ox9G$)6->y_jFpl&mx@wruqz-iy9%new{~NvNQPw%_|3{?$Ij`Nnj=Zry z2YL)&2By%=JdyU#E&0ckN*7+BqOi#r!GN>1&*HzdIs3;4);QyIy{HM0c5^yzRo4zloH+>B{%i>Q^ z5j|iM%lZvh=7_^^r8(X&3p75|OT@G3$Ac$N zokST!dzz1K%DB(OF3U;J4X=7iKIM2uzz-LPQYG3~;gEmEssjbXu{qtm~4^!o!@9QSy zhHAG&n~sCcYh{VeK}K-v;_*+Rn+AdK<(8wO?)+So5cbnTp)Y)ad2gJdU6(&$^SZPr zZ>PB^1kc)yd)+07SLJNhCT_?lrL~+;Y(y+L@-$3=q39^2&ui$j9Vcc zlanSxBxtQt6dxgO4qvt}8?_!70o#wm+ENDdb5R2E$gs?=Q*gJRWv$?&K*D&WqRmTz zG4zXJR1YCY5I=1(HMmX}jb!B7=l6PQ+m$+fg$Tw(OfQy zlCk;=!S-r67`Q0^tfwqYTIm{!Kk5Qr-7eRG14d9YRdu#E_AaFGPC-%n5aGbYVg-(> zMYt%aeXr&8E5i+GWj#kPlVODlA%I7IelAMl<4Y%{dryO1b(E)sPbgvdEuHHdl2QEn z;n1_%J)4MY`0lXWD!qn<8G+)=cZ^W)TWfn5|6#1ZwrMTLB`v&rzJoq(nu~JIbVaMy zG#6!ve09Cx+OsI5(X{xmyauL6jXkg3u8$wyUv&~>SdYW|Zn(rxOu)zx`v(E73lM#( zM*9$D15oiPHYvwA14~N+eb>!4=uO`zM(VU1YQ@LHwI~OH)I@xoF4r1l0?Q>M81mrL zDdDg%eNt$bGUxUHdK_vvWBL4u6VQoRN#1Ux!B3BimnxFY&qb;F;{DO?(>ajN&M+U@ z98OTn=483dJ&d17&lK*V+eqBH&95f_a32rFv0Kcj^|4F;2p$5T#uqx7RdiUb<@UlfcYZEP5W_=SqxxuQ4ZFGQD0v)V z=Zgbx$KDNKjHvxp=9qQFq|D+=x2zK}s`glOXM`E*x?CZr^>jvqeXi1q)@n%JeQof= zc0YV|dC*8jK@}aOcXX@hox@U!S1BvmwUJ+jpxmf{Z_?$<}TbU4`tT= ze6F!A9w9zho(Q?N+sePLOCvb!p}#=V(~HbZ>`!`!RukX1uj*CxOGe4dwvJL3mY6`E zqut@_f?HNmY*|*Lh6m5&jXcQl#QsT(;^4JA@G>pe9%AoFym_5AbXSTJ4yT_!wRrCa zd@?99Wwn?Bub6D3TXK#KThh{pY-{IoQPMSnzYz8gLvs33jib|Cl&=xj;tYltqi*bF zhmC8GgH+bVd_~3z*sFghBB72M$V)=0>#dgK=|U>0rBt2}Smu5v(wh;bOE@KNM$OMf z*^W3Xz^}yNT0W6#94j1h^F*f%>i#=j$QlIKHndE{Qf8ZVMtEV;>2!@E^NMy3!WP zcnhPg0-5pKDODrtU_a2^=K4y~vO=SKbbY!9lVJ}_80rML78 zBR0qvy+1Y0$@nGLl}CEzdTHeA_x?)KE;EP_hjdOO|^o!GeO*y{e{ zD~bEOHW$V=OzY1eD;?sp!Tq7FvHWeWcoc3n?wsbLC_PJh5~1jZQTB@khvERs-ifXt zGj+oy7RDlmdl7{$q%UU*SuuS)q^+V<%oC;fuga;u|4i|M_oVULZ_sGtEVz>3pYQQpbeiQ7uNf%zlvA&2e$j#aCds*`P1uB`bIk zML$Gx@L-J_v%C(2FRWEaaQw7^33nwp+vjx8&qWa`4oy|qa~&} z(1vjeej>!`WyFgTjjHRNr@1iCUN5_)YlCkmB#dq}IwRqm^&YP_HO$+-)A~-P3l2nv z#TLBUial!|f2=8S#jVz#vMc)Ma#4VS)B524rRYOZL2F5u4m!%^XIGsbfrFl(RJXK* zf=4qaZzl9Zo_pB&ya@w1t`wxnY(|C;&K^%NVxH!r2%TuZx9T}G>^6;$k!64{yg3)B zFLUFy9eXky^iM+JPUx?bN+<%r@( zr#2QIk;H;;qUS@Iop6sOMbI(6-_J$Kd?d$`?%50jiBUOjhn1$$Xqr8*+k2tj_xa6j z1WVAlt#|e@RRLt3CFfZ;%|$smoU=?rw&y=BVA^f)48aQe_c!9|&r zcHJc>>H41wf^K2Sv+bA(Ku5ozrgt$na_elAK^{@Pk2Emxov;Wea< z_aJ0v+VehqR*3`aG0(P?g!oumhx_EWTlk`dvtpOM0~V?}9OXRbhm=b{{}J0F=I%z@2!HPFk&2Qts>;aSng zgsYgCn7JB%KNp4G!)N-P8YQSgQ?l>STT~g? zmMgnj30FH7iMjV0q0gvEJjF2q+`HkUppb?cZqnS=CE@q)=b|_+it%t3V#i0_oD{gh z3p~P10}0by6x$uLd)NFET$KBzZ>qgDOdx`dpg#HBf{?MX)8U*{A--#}db-r353P3J zE3=vAqLgJ#9{nsi%|*F${pqNZ3C6wR-@9R&i*oe!2c*Bvv&66H*M$RqP*HP zygwo_6op>g8Fq_Q!#le5vs~t$0UJR{9J~p!B z`d-xdG?B!4qXz+t)t>l|ekR3o&+?k{_lQX5_ng1xJ~iI-b<{r+kq zc)+@2dNj!{2h6S~f`fJ?nMt-EyrI$Awdn#c@UyjFIaCk=PhI@vvwbHBi^^E)xSqtp z@Wrj8T^HD)=b-Gt;+L18BgBJtrCBq9v2a~W^x9^q*;c>zJ%b`Fa8VMP$!pV~Ix99; z<}=^SUFld0{PmDOYkxZa|J)1C@DDDEipGA|gJD(_!d_v@B*(&ptSEO|QSG*(_P3(h zZAELvFg;&LnM9dv`j14Jefp0vXtAQAiHVk0SP;3Iyh2zI+1|a=|1_rmE!GxMGIw#F zc67fxlnT}+4$cnt)3Yosw@)uN?P$r(I25|SPE%;l%(k?gnO@}L^6Lz8MQ!b{APNOz z7vr#B>t$tcMP=pS`fEjgsSJrSi`Bs$xN}D04z!+elu4{yt=yDJe8a5V{le6zYfq|@ zPc}W}9Uw=-_ES6-+=U4I4I{8XMOmPtEKpJYzEl)DXIje7Qi{MS8+lhzNAoW~7$)1_ zlH0yj59*CJ-Q2F4KChnGy_xCBH3o2N|G3YCYi9G7|7)HiW(NVz+8-)<>jo@Hc#pCPRB_!|D)+hiyPjFyv-XF6)~$k$rwfR%>4oRJ8?XL;RFn;h z%>woBH$b+gQN_b5@xOfje`NNb^l}R~?&DttpN!7L-L@4bP-^Y(aM`#F6TSv~m{OL* zij>-Wp|3B4=sWZ0#9HP5^TEFVq>6tOD_OpiQIFmfMsDx2d2*|E-h7feE>KYxs3?D5 zD#|~0oWH3fIN5!>{N^BGfeQ0CZ2$|h7b5UCj=-F5@L#DY3*F#Dyl`XqZgPp|Tqeq6)vc2) zs}kYGmXPDeHk-`*Gmv}3+7D04s$t_t^QC;6QS+Anqj$I4Zj~D3g=b*=s!+nF6TRPm z1}?*y?abOATODb$YE> z`V>ZR5f{A)6KNoNT1&xxi1K^ zM9Eun^Tz%Q-Y`ZLlpwc$E)!+9p!n@!?su@7jZ&2QSR{Pq^YM_|TnFajF;nGr`G2^+ zpJV%r?Pr1iTVCY;&wto>0B141%`bMAR~adlZ%%hkC|l&H^S zf-1{ffr%_#B5LLID3*CXe>En`O07p%6;Am=Ga*%KQGUpr{1@^oW*0Ss@?-ux*1tjRVgzGC9zyq@D4Mz$~2rZ=cc1uG|py#B$;MvnPbLyvaNqS^y zf-$gbQ!+~jKOvAE{V=6)^bF)mtFfMmnq`8K;P=hU+J9`d(bOh1;fxj}(!4C{Yc-m) z{+&i0qiLCS&=Xa0eEi!Ve?I?5MgD&}|0)wjA^6ZU))NSNZyO6}S$E9QUtaf3S2Va5 zKFOxub$WXN+^76v)I46nfT-U}v3(i;_VzGeSZE{$3>1=0VQV^@O`_K`0*ilMgr$)Q z1e>VVhwq!c{`-ID|4WUrr&qBUT)+K_M#y&S9Q`~Di{!0V)<6+B$+KsK%+dR2W1?{6 z9=H-iau5cKo=~9)4VTKc6tN$VI_G*%T_q zSWXxz)XmA~59KpnMaKdYCFLnQz}}7+o@A~$@jCwDfRU3@E|iR$+>lTCKDz#=Ad>2w z;TBG~4OAirh_SBo|33O@(SM68%+|kpfr;{O3GIL7N*9KS{B ztmy@i)k*z8>f2!m4_;F))-V8Po^ExqtUC=Mk9GH5rK*F(NxxdL2M2)L;es5)swxOH z`(jXjTpBE{xGoo{YK2-BpOS5@TJYR+XIi{YGOXKv+NV^ln_wWsMCZXeK79_i_o>r2 zf;;|pd@29Av~_vNdae&Yb+Zw{Is}eSw$5=9rC00Kw(h$d1(B zam+CiaM$&dAXdlQ)fV%G;i}u2n~Bd)!-HQG2-(wSr7~6Xy5&y1#;DM4!r5n1i!)4-fur9 z!^%CTg^7ke1g9hQYqxwQLC^dh@8i~(L+s`9{o8p)A@&?i+=H!$e$}tKmgHCcv-W5G z%eccgt~ERb57DGA>T)2#VVQBZ9`zWCnTF{X^GOh+CI+{$y^F%yS03(tI@-9+B(DA~ z_d&dWWPG%FkqVL%V*H+ShN1l4qz#nDI(Ub6*Vt60C&p4dJMO@+4U41pKVeZ;LZ2oo zZ`mU&uwhb}i(Bj~tTN6Hy*(5HZUnbnZnH+9dmR5Ej>Q%35l#%;l&gW@uA$SaRkA>L zo8ic#@GfXA7se}xj6loZ^tp5BUFeO_!;d$H2-h@jPBq?Jgtu3n(^;o!3rr3lI%$o_ zu)Ou9y!U|HulkwTCh-@|v-TH%_Os;Dsc1B&T*9Mrvsiv9uyBgzn7tr^m0Nezdg;*CI=NNwY=a zPD(HiMr}I4_*EU1!uF0fb?YI6(%PDir|Yn;{w#0qi*bmKW^;UN69xlS`(+mKG{C;N z4=cKCogsqxnOnO{8??lkd*`j$4U3Yc$hevZz~(^QCVxX~xOBTlnPMy#Xa`?w_U$2s zsD3pAiWT(8C2P>hW8?%zZvu{m*VABklfUCz#`%dT#K^?twz6{&Z!cP?A{0&-=@STy zq8i5aj0cYiPi!DcTPJ2kbS0qF+Ey_xOA{=(z(dNQ=z_}y6|yS=+rdynMf+ueZMT!Vsb*=JzLKHHdnTNAW3ydT!-4?;iN)B2)KHn3Doanl|D zVwlif;YQX<15ex~Uq(eR;{f?7LE+_xKu9W;!n1-74f=Ho1n$lBS;t0>;4k@}wX?bZ zbzWswOKm_jsIGIUGI$Y7NTzI1`|@!BUvyG>OI%(@tW?^)^|@XmN|ts{96fD@o0rF* zGgq4?BG?pr=}V~LqU*f8H&6JX>KjQ88aq|IL~rDKA>Tdz@Dw@({)4t_|SsNaTu z?5n4`POxL(pw7!~URpfl@xkvvQ3ABf=zP(koF+vWoRJY9@`aCS>NkrkdVy3l-lhGj zE@%qbSCN&BgP1^zY129UZ(r!SF#cN}Zq*OviKZzgbmtK6c=kha;iPgkw zyjx31Y?4tN559b}(-MWOZ*b_Jaly#4bFMGmtKsqhRT0^To=8oyr0?%he zZ)DuH9L>1y5NM}Pz~(1C3<>Uxcv?O3m7dr9M3gxBL&c9-?||6T_+h2QOv00v!+M8D zx-sDhAE(n<0pgijYJEA&RE)9b%m^2^#+8cSKD@o^f?lnM_M8rzenMKF>ZIq!qgZ;T zk7YbS9@E3!S6JLThWj+j4iuf0N2#a>W38I25Xv1X$Fhgv^`y9P{s&%+^(4Qb-|`S1 z1m@)wxshYsieS6M(I_b294`JTfdp&R^9A?Zwt*csS+YuE%vg2KF@Z?x2VIrhNvtXIwwhENd0DB_z+{7dxwJH%1+FMxHxebusezjD z`LUan-7sl@Y;S!$pw_;~CkK7qFld67uhSf{-f{dmwaH3M8{6e^i?bg(KlI=B(C0^9l8b+VQb4^0#$LFoKMlno^7 z?ejvfL*wm(=LLjQ30VrA4{k@bp@L@ep-G12MEm&B@}1VH*w*uKHNzeoT-4MpELrA^ zJQ2Q6rE=9U;kKw!7n_LL*=+Mh#Bpzk@PDc<{Vcs(Q3BuABZ`Ep}!zM&>j^CTok4BB^XWWb4* z_1Q^u-}Ohg<1hRCEE(nJ{eMVrXpmhX3}{E=UU2S+B=`(2aw2xVLm$-#wl9@fh-;e} zPwd;CigC=Jp53Ij#gRfAzF`?BG}$S1+ATyC*{<8AO|Edn*PC3;Y0gPvXUlv4;SEkm z<77ytthfcsS1ffTb7051>z}fzCHg`0F{_7#DJe#NE^Lh1eHpHOIa_4Z(h1?r#K4tZ zUf?P2){wy60xjMr6RM1q;nV%$j?v|P;2wRy4=z{&&7&^k%<6o2pJyZI9!&upf!ABZ zcX8onA^ich9X_DOvh1+iG!fEJ4@6w0fqkFQk$VYjF{eE)#xKNKM`f+m;Hv9 zUb}+KhPI)P{_$NnT=3@1crCn@NdIUQ3$8rimzC!AcKVZ5*&gEqa5op(D}> z8FFddQN;}E$PPUo3nUNez0$Q_6r)ADnFdc<N_>uy+XM3xNe4b&`TXta?o=oMQ% zj34b&DiLjiVb{%GnfE-zm$76dqxI`WzB!j{ zG3F%yIqP0q+ZD=mmZX z?mXRE^cb^|?$Nvc@AqKuzWBBMlg!$mc7Vp6rxZFqnSfhw?ykljOM*n!P1QB-g?Rr7 zS0EEjKg#c_Zzv0j!>7Y{;&sm%qtokE8!siApjQNIgs`O?-l=hk_E@Kj!8Jo6*Q9wc z!{=k%Nhc%R60%z8DytAyQ5ICVYfr-J8yOU?D{H~3j+OG%+Ba~xlIx&J$6?UbbY|k4 zCZp9kxQSorR)R*`52mqNS+MT7Z>6IlKZu8Z&P}>s1dQGm&ctpRkXAT+xyU>TGRT9s z8i@B1La92$-d8eXUdrQ)KofV^m5@m%zIG9+bF@vp^gs6N^*_lh31!y)q`x4Q%;T`5 z7U-7C8+$y|BTPJ7yq6|859xh0FO9tUfHo@?UoMe4ht(V#ifhHxvDBbwQrm1Vsw9P` z-|O9k_iY?DuKTKm2@L1Hr7h<|Z;OLjkMndfkUgt-`2&6=*|N-eujCZS*)_fSR$BwF zHE3%$n?3`FyWy_MW|rX8{4GGrB^q>rr#@--7C6;B#uzr50SyA3ga`Nez-#Z`a&74c zu<2aS#b*{9A>#0ex6GRB5K^n7e5wC4VUbes;=h`?KtZ_B<#R3{EJH&1m+N zz)BuqV(>a2R{ju38J(Qdn#6(r!r>!QAFso3D-)%HK@UN$U@4^(6&W&BcXQpewgrnE z0j4#wU*KVsJ{eoT*-ZW|GH2TVtofRKG8M$^tKFDumVwaHYmx1$IUs6G7k{UH13ZpaQmjq92KU!UN^FVv zNRTi$3~@{vhf8`FzU;ec2HutH_)DZaz$U}kjMZCzM*p4k8U3^NC;i)Yu}5FL0dSXg zbbB7P0^zuUn4kNrn~2THo2S;5pyY)jxBe?O$f9DX&$4?Bj*~xrb~s`)TB%o#=e$^s zS2jvL`htqMlT(c@*p?nkvX$Q}B`P5nei%Q*vJ{8+m|E>&Y68JeFK=$6%Y^a9Y?<|4 z=^zuo=WHjbIuuPcl<#&U93qK_{@XP-U1B~GE-xF3i0SKtprS7(H*EC5=~k|`_R}WNqI$`B;+DpY z{>+;*`e*G=`j>eN>s<)m2)LIPpn$O=yL-Ae79Mo* zT_MVj0+(N>Z%ViuQLC zQOvV3K&kmW@IAW2u{d;}vYWODp*xq<+T z*^w)#6vGz!_`_yAI(51tHTf&-YN!u=Ij{t`dc8goc5e_O%*dWeiVNY`z^O!!`p{MQ#`9x}1muQc5azJLb* zDM}0OLInO|5pW9MZ(ea>Go(cCb7wd4nsamiw{rg5m?#5cQ5V~8Y=c_?@7col%pKhL zTm4er-_DTjSqdDhAB+wUES(dth_ve+Qd#lvUYybrU+K;{aQ}9F|LJLqtQ#k;4>>}V zp>uJFSLGZ%zpdY;8!kNWBe_6TCA3sZc<#dhzb*e~pH|*=JzGHi5Ul1-i*43^F|YnR zLN&QV4F5e$l+4ScWR;>e;Hh`yELqp1dG&`2%1WoW?gU{~+b{zzt$EA;+4KJ(VkN^p zX$?@nTb!sbe`8)fua&x1m|fiuCkDB!%yP}=E&pfN|3BAnb`apK{ZUGgW72=oGHrO9 zq7-#9aqeK)A0_`9-tT3iDBXDVa4cL7ZYjGr9SczTFU|k|J9mxSONxYAH$ps{RngvC?=IER`_o_l{HFTfCufg) zv-U@+7(p-X1t!Yhmx;2#1o^QqEO-kMSct$v1pZDDn9~tH%S2h|2>&}Z0}_(?s3=Qr zWp66qd~bRr9(@?wd+R^_g|M--lcZIQKd|?%E}!(G|6X4%oXP5}{gGobnKet-^Q{8M z#^&arF@ZT$lusg;Re8#u!vxu_dU2(h5hg#DCLy^t#bVEBpA6Y)P3OgZEMfVTOB+cs{!aN_LtE%z78&(Z&9qoVxC z-2d!7qTUa>+p9)Z+bnp`vhC#rvXvor+?5@vF-fvpV3snAv!< z^U}QS<$qT3&(HlW6(vLYtir8}X&`*Uk0bKR{8W_m{o>xam#yFeMc+;hKBqbP-%DKd zG51X+EbZMHebHlPgz?X{`;h4=6d>~i%Jmv9nR5Fz|K` zqW0GN<#XaSSYME(kjFFfT@M$|)OptaP@r_7#6r@*2M*PbWNiI5mx_|Rqu0RrO#@ix zJ-n&Mnz7CR3a#@h874Rfg|9@i|jN(b|cGI5|t$O5Jebz`@S%`Jbhs%-SEdj%_j#D-SpiSGPvf z@oCJxarkGaqO^QiBlNVx2;PY=%E=lhQEh`MTZ<~9;tL2t%RImEJ=l_S^ z-+HW5$$rYwc0lt|pj9o_bx!#jy2TzPp0QDQGfm{&_m!7AQMYm5p9=j8LZ@%{ketgADnV0pF2l|)v#Ipxg_ zM4ktHehtqVBhcB)ooBtTM>v6%?)G~pV%ul+;CJ1#_8(!GkBXvr z*y0V5yAnpm_-Y^Uo&LAC|9@2MpL9~kjztFeYJq|>Uw7EuJc6ghO;)-gH}K6et8PE? z>AU{f8vwKR$IAceRFoe|X1qU|iZVk5N&8L(ng91syMG;dV}B0x7`_Zlp_%`B;kWhw zSEtj36)p~r*}#?fKK=B%H}mHIVH+3DPeu8E>tCRv{HqyTSpGj5fdwkce=_?2`ECE) z5l;UPD$3uj7yOQHm5?PFFGTScI8!BX64*=kFh){Gp+J4Qa3xa}lKHo3k9Mp^cTuW= zRZj1r(nXa=uagX4i|Ku7ntBIl*(l|Go);6YHBmZ!d=HE+)R8UgmZH0-gJZv2-Mm*# z6pB?FLe!7IlC7p1wbT@l+)p{27vT<%hbSH$<7pyTdKDeE8Fv7a3M$3t-v79&`$zK; zAEw-y5f%c;ae--vy1x+8*{)CB7Ip=d&)OHXj?J<`|51F7vux;Ca$2}A2=|M-J)M5o z{H_xH*lPN3xI>v37Lz1N^!2%PP@+E=IclG~KRB`z#Xcm*X4lBw+qEeyI+A0jxA9bf0e>2E!%fY)?i8K)Qt~ zuDka%9CSUuOy^oHWFM41MrnHh4iyyJ4$)P?-S9ZpG*@ZhIi<+0sNM#KZhNonyQU4B zRlc>Z6HWoz#BA@!&_n2x;upJkU>vHbCNj218-eg>IH%E(LC8wEC6(yw_-p)Uc__2? z=OEB}5VN7o7i<@ECBGf5Cu=Lk(@LRL+yt_0aD*oQN5!6 zMo5nZ^723Bs)?4v4F;Ni#vQ(xaWGClRel#fs$`>}*yE1-DX!HQe?(08ku6(tU@fNl zl}NYnl3==umC^fkUt!Qx)|+iK1Vn5fFH8DV2M^W?aOmpW0SQ?&Kf%8mUf6SH-+Lzu zcO;_gf=XM!cSz+q>3dCh@aUdP+ujs-9V}r`_O^#0%Dcm2p8zS=sOX!2v^Iw>PftTy zrcpREJ{k7T+4Wcbvpkep`?G#M5kH=%5~sjXId4>;Es)@uK(*FRdJLIf__D6imLQ5; z;x2!!7L6_;`Fb0(v~lT!@iz~24kFEtFAN$UD#+Vu6=_u#hQ2;VgJ(AH!|t+6Ji6>& znA4t}VrQ@ov#c(@&iFjdML8N?RK?AW`v#0e+9JM!jA8+=mRcxSF5%n!knA0td*2|zG+E@b&b@WfZJd=g8SQGJf(a*4bSg%ki%Lvk6+%|tHc@Kt-4^ibS4HG!t z6!Je2S&VXf4z}-Xu$_Lc_!{fucVxJB$?NKRara;K&+<@a?a%tXZMb+f#Dd^-l3Pv3 z`A`CT2TSSM#iMxjq*z?I#wKDoHQlYZpRQreVvkpkON{WHulhD}?ZcSDWb04)N( zyeae!zlt2Y7)muTkzC-4~S>N?p=gK?iKR+X2{a6v-U z$MF}q8qOX2D@Bn%q9Igk>Yq+o$kw=#uNW*)IM> zZh#4DybLBK<#EBx)(_vFtWn3wh{i2@6~gg=J9Xj}Z$sQKdHIIg`*2(%+9aG5WPnc3 zOH&*wwebeOx7BGa5lkx6C~aRxg8q^U`vkNipzdx}>- zoz+4?sY|pVysh!^4(W7j`XY&s%Y~3rNA@M zX)cOEzsIu%Ep*(xY)DOD8@^ksm3x|!9qCB!ik!BmMO|HspsSM!uyy3Y=(Vf8&=hi% zxWC{O7~Q>pk~q-|T#qb|kG|0bL9tiiR(cb_=w7+*ovjnp)(*aXRQe3;j+sUUZlHrD zS0b;veq_OZId#dw>GOt}c#7KHmGoFY8LVI;GxJ>hEDvSY{+#~}X|%QN_K85^AE@>* zHH{FjD$20^YcE>Ju*6&x79t)v<#BTBjbwZ!uV%*KWr?+`2*NKSU63w+_YT$?H4N!G z+I%R@6PFnG?$|H90|!dVbQnudVxB@Bv%aSiJ`GhFvv|KAU07YT*6$_9w^gG$Ybd5U z2`@-91tssmp^S;mrp;eLE{v4hd37jkJblmMYuGTTwRGqczq3iZ@Ng8)R$+_~Q!^cd5VA$<9Iv2We4dtQ?Z*l?R2d%|?objnRe$B|X z;D9xfUTWa^bi)OsR=iqF3{b<(4-|V?NseMM19RI_3weA|`{LX{z%k?w7yH!iB9D(u z9Rs}R1n`oKxmp7I2-G~aZ>NkXN6-R?Uoe3hf@e=<|bvM3?$d>nganNXc9(o(*VtUS4;5%8i+-*IiQX z`GCp^?srR;GGVd6$x~Xc^K((2CT&eGZ@mqlC?+aHCNc@`r|j0!_H<%IEbk zC>Ioze><+YQx*lX{X(dVT&JItUAly2P!?B(d9i-!;l$@bwC1^qyjF9;rT=$`A}CMC^!U-xd#~hf9;(IJXh`i|BdXC6@`Rs zDI%jd?@MN6ud*^TGqN%gA!KBa7P84GB}zspD+!?_8Bvk4lA`|ZTc5lB`TxIu_iujh z@9+LR9=xve`CR8*@7Mb}pL0IvI_EqO&~H|PGt>B}{=Ptmw!;Z{a4Y-V=etetVlN>{ zLNgU)DCNZ#r?DaJ5os4mt6*@EKYi~QD>eG$fBDda&g<3;AEl8(CcVqWnevRt&$HSt=KM6wckQ!b zG{Qq|GzU@{E?h-6T!;{ch;U?5=Hj1)Gou51fWHfi9)HYvWdhLYdJ;r&RnZ(f!m)cj>gk)&K z>19Mjd_UA>x!rx0`T>H(V=nNKMS`M-c~{z0Jn zaU&Y9jE^=vzCIVl`D^kicM=bX&@bF+v(*<{&R?oCy4-<|&7>#EP6Fd#MC% zoKJTPIOdG_YMcA#+Fa4Gzlq=iDXeG6Jwjt96u_U-b`5k%YNu25aLVTayGdfa-I zyc;bI-=`gy!b3Ty!lZ8>c?!)pL~LW;4MVFs_Z!N(0MPaqUff691ez}f*vuy^pepzn zY3`P0*xf(wfnO^I`BA#^PRpIpktrbeazO>CcbXZo?!N}}417mz>gKU8NfH$77nzaU zRBUNYR1lobD?D@K8x1# zaL~NCpo2sUijo`N5>?g$m5`jFT#F!hncLa~*a-DVScU^>2myD}kNOprXjXj^fW-lxoTJcNr zdcu}wbn4~@%$-9#DAk@8<%`{ub#C?sby*sCb!`JmyI?RkK)pT}#iE%)KyXS2 z@@frBr!E}E_Uv)Z5aF&tP0`DfC8DoUP}QBupX z0itN`0dJpGls=lMjT&&WFJAZLyf6{hItIBWn_!rN&`uF|cANtb{ zKxv#QNOMvPF4M{lcJ=6ERbs7;{mkWv?5>tzp~DE$KECDpK;Fvn+}!Sj!w(_F01LJ9|AGA@SPqyEz%*yY&PltlFDfN*?{aKdH*6b*YZX097>-P|2 zqQrM3zYUhJbei9!t_2bOq!$-GjMi{bto%cRQ^Lw1iiFc*Y6k}#moj`RAbl5Zb-mAH zzqkkX3c8J?apk~==Oyub0^ead(jw&EAMw#L%XuS0Wd~5=6JzT?{vIgLSZ%o1WcB;; zA0Cc}g43V;iv|Y5juL>;86UDka`ISGqOrf9VhKu?o_{))^cX$c@=bR9q&s@#6zpH8 zDu(VR5BrmtVaQw3Af&mN9TjP~?8du&5ZS5THmb2$;q!<`2^=fcL~2x42fLZpa#8f# zD#RqbuEJ5giMZZkX=QosZQv8q)eG4_$+Y}k$eQFuS(Tlf0hinUPih(c$iFFOV zipTFVuUJkD~Q2-(jX~K_t>v=^PGrh{mltXoiL#x%F~xi+(4L zjN~tOe4gBl$nJRW-;=L|Milqm=D0+OIv+lFKIW@}`rSOYFVXyYE{c3qC;wTtJP^0$ zxH-6$0k-Wr^MI!E8r&{se^X~I2!(c$=jU^;fR9ow$>WFPSZ(zYewXPFU{%cit$ErI zHpzE>X>5KD3}H7T;(fGN`yaiR^Q45qx%J?}(gktsHZxvbdTSc;WUR}( zI#rHdg(_O9DeIx;-p!ff{R~LfPL_L%8!zHM^9Wu|lcMB<-{v1B%AkS7H*eXjR@OtN zlx=up2(_L5_)Ic_^iOk9g6Wxw*fZncslijuFC=&%`1ICW5ylK)@eJCg%E1IQzPuZc z`X zBNZu#4>NBKwzs(wU^$mLWYvR$5mA6*X;54WI&|zavc9$(ZRTUf;|Q67N8&ZLym{1U zw8HhJ{N-t=J)PTR)53-951oC*aN#vH+MZUw#m|Kr-kTPLRlfVvT$Gj%`8-=HJzy`i zv7Ra)!D#nOWgC-3K?Cix=-dbb5TY-e*d!hZ0bXNWm8wjdcySuFv48Iph+NGbY__S`&AUbX5p_hT_~$#IKt!%R{|@(jc#dQ z*UtfQqnE>Jg3w2hb^@Ev<4Yq0BVeq`=nqm){gN4Qax2O72uwtwOh z{$J<+!i~!&y)W3|rn6k9&n2EUc$B|dFSl$tu+fOh5eCe;26g=E^52rs2%)TaPy5lf|y^`6#QCf1- z8vj3P{%e+)i=KW7@SMR^O{Cv!RG(k-`~P3l^$%C;;Zg3(Q-9u6R|>9L4vdNs-^Z7K z%>H-j?+pB%fxk2GcLx5V8Te^De03On6_4`wF!*1qKWQd8&-S+K!IIqO2Aj&eScwmL zrlgb(bdW{xmTkVZ?$0`V*N8F|0#D@_lny_ln~t>?q({B zyYO}Hof*OI?~mX3Cr;6@Ua@_}H%G8u0sHq}#@!soidI9$=??>Mt?DKY5p0DKsk)O& zMXZ=RSHvOxE+G^~nJIb1)&!Yn-S?i-tA`d=ugpV(tCyMnn0qZ8#d?UzuA{jT7*%4Q zs8L6+o|gJ~hX3O7*jRZ*U0euws)u~3wI=x9J`Re4(;q?XAz_Yh?B)miE{@9nEC~!L zG)sS#;XpT+PP<)A&_Sabh=3ZMm$SBJ1SJw$8QS`Z0uF3!H z{`L73m|rC&z~|`D^oPy3n}au_)ktyrBW_Zo_+gqPX%Omu+AgTNf6ezL*0=a&&Y62a z+wRNEopWkkKNsIsL>YBGhv(>7f$-k{cP4!mZ>y9`?wYcr2<_W-#k0dsY zNg2R?4}y@a{#xv#rXU{s{S25NdGb2Q{>yhixb+^VKib;K{~=wIMh`yQ3uF~gnPQfo z=(x;MM9|TyfXM(qOO*4jtd^bT5v0)U5A07~yFSw<4JyZEX-J6`cL=&Bl6YKQg_$cw~R)>H2F^H+~G=0U^$mflP3?-0!jGo_10hi*;4oN zCZ;%nUT|}Q^HC2h{L%&QLA(Kg^3!yQ2U_6%?5pLhq-P*_C!t=iFn*1nU*RZ~v`_Q6 zWLF*!6YG7aJ3ebo{a@q%v(vxAQSR^b4)@fyfsZ-UStS;&7!AwBMH-PyU?{UN!#s{# z|8f0}(;uzswo-X_@MK1|u*EGJTS`eLP6f+rYGB)D&qFi8P4683JP=D(@%l zm)C`(=&G>x`#!$`hNS1_=|z42wEydaeBX2rXoAayBBsyrYlpD~ZU`Ay+Ves>L%CHu zr#Ti|r+=KO&jBq<4v83R`u`h5m2-;eRtv*r|$?bI^Iy z{a*iE()ap5K4 zh(NG?p8}{S#cwnr3Bn#FI1N#SS;Cq6f|$dlwU}vc&wQ1!2~;^X<|Q3|`P~l=3WC!g ztvI)^IeD9%gMq|lD&@<`Yy3wuCa7hK^uqJx=Wjd~lGgPfE%T&dTSGa#n|WVmvU~0R z@<+@6?^0;y-TYY#JLuPJ^7~rbjoqZrF{c-|g=!^_sHN-{>=VE4V6{CDbjGpJ=-D2@ z5~;M0<~4gkwQxm??8X61BP^4+vNaU0->JUSr%w4jUYu{7{%HF`MpAZbOW;a=2gtS^ zj$GqkW2=f#)>t(JoI8~47PuCU_G3w_rOQ6?**Q=SUw3%;lYH=BH($TbKR6*Fa`u8A zz$d-d-8=7M<5Og!230f4bl-?jd~wM<>z-3tr&Vb9Jt#KYBCO-XISCvcuk zBe){v&YF0BEcrjDM8p540`?sRylclZTSi{2iLdz~eObA?3%pzs*D8~IjExjnV9x}? z0P}OXqFcR)tB<}%gVR5PJ5=dfJQr{nya!J7zQDJ_)&Jx3hYp+AwlNLEfr_u*v)9u9 z%l-b*@V~LZ$;KVBr`KlX_Eb(~MB0qW?_tat6)=Mq3n@-b8{GEq|GzNuS@gk0P8q6? z@l6|~HU9rB9Oi$zmuaX)%cbgF!CV3Y%LYc)`1v)y+J2+PHZvmNskQt3@e}2`^?#lJ zuRi@Z9OSRwgMY{WAIZSa!{8L(;VA#x#=xIkiD%;NI|w%7wr{pJsbg|Nl_4fq8c>J9 zJk5XC=YF|VdoLH>u&?JGRJ z5s~rLJ?^7HXz}`}vkA!tl=NZdwZC^#c*qQHf*~Q7knvrAW6~Y39X&m zzwyskVqR**+grzLAoE+a0FeqOY`1;?`3yk~oS)o7b!7PaBV+%;O5!o>PQ7+OV6 zp9>KU#j3Wc+~3Ktj7}y}NyT%opfNHlJa&;qBeHY@%7@L$$nZfz5;kXr{Iu~#{CQ=O zD*g6m*0dlbK^}9J&RGRHZjJg}{Mi#}rwcx;r;tIn82idDsB@t$sqaZ23x0&ey3hWU zeY0RqZ<;J|HWFs1mP4+hCtw(z+@xD&2L*(uedu;}!i@>;9!C->(7Y1uI@Uh~gWaC0 z?WTG_K3FI#_A(D%x3EoRP)7$WizaF|aje`bxK+@6b^&Cn6ljf3#=>-E*G2!=FQD#p zw0FFYC-mOwvkf)ugMG|4!gOV_pqhWGG_Y*~u6ulqVeT}8k!ugtdq>M43E%y#;J0~f z^0RyqMK&=~o%RmAD((npj)sfniV>pvk(=I!Zh8OS|2QNHPJizIlk>a0JiQ`8qHepI zYHKXUdu89IOWmJPJMSoQ!uW347SH@CvD8d-)K|<>7g>dX@NP3WTf zm&NzkgVWKe1&Nm?Ay&x3!>T8DZw#t%!Ryjy(M20RXx_EpK8(6^Q)qTs?m&FmF(+fO z&oF;+&TF120UDH2IcNHw!s{)Er}s;_f+j%&g@w^5XkHIod~!?!G)A{Puj-nGgPYyy zj1SnsNH9jWp}ZD)sM9RN?-0Q4t^B>R)KqB0(c{B>9>-xr&ubIECUSH?*fg})XZ4r` zheW~Y&;Fyf-d8%so&fifj(<5nmV#03uQuHKZXPMBJ$XC(Sw!}|D8G(|K@Msv+~a!k zfdv}ulsKVk;EojU`G-v9Yon0JCR&BGWE7j@MBvAH1d%|};?paMXeRG%R$H4PdVfw< zj#kV7g^y5rco+#FmX;f2wdV+s@YBb_&&V#p3(py=(dt*Y9$+DU$Reiaahh#5ze5jqULPXPzcP{z3BMVMgF1_NJ0N2->HJayhc7!|=DDUDqf`UiVO=uU!j=2Zr)s zr(dKT7u5`G4r)C|TNVZk8f|RcX44QxY?n55%m^kaPVZ@>#6z3!tNSgyatBv|wjEl+ zEwDtvs`Bm;6_glOO)DpELi@gY-+Juq3s)tw&poiDLbt5c!p@|vk48z}GjsOLwtP7K zX#OCVZV8s$-1otkXc~PXn(I@y<&%AL$5oOcv=ANRFg0WGutCRKusWu2cSOahG->`q z3pow=lHcG7M0WBfnhJ}GNS&eL%XIh|ba>0Bf#Y2VQPITa2d0likyKdcQv-716?Bvd zW#l{~>PnKVs8P8NPe=93v(r8U=^IVVvYndTAyDYcPU(OpWyC1aRYPpynpWV z*Kzc0j?HjLo?Z63!KV?5x+3&7jm;&P)E<37wa%RJ9?0mFiwC)i4w`2w65han0);nE ze|olpLU|F_JEYWl0#%+bKFAz{P(QKJn2Zq{sYzCbGY&_Ds)*T9lEH`X_8Mo;zc@02IWU*yX(Id7FdD1+~5;(Cn?i^#;XQ-EPsu3`ahq8Eu2M6!Zfb4K{oocixc#;>o z#Jn0bK05{ z6thKWX9zjdhr15QRxc@diTF4w5P8pcP(l+u2<{O5xPl6KcY5&3w%rowXmy=Uhs1HD z^@3XBn5h)nHlM-kXikR?Uw>#isxSdp1)~g8tv8^)n`hn`Fl2x;rrvPWdknTcS7yG= z90185`bzrFjDU>!0rA#o4VafnOgxq}3laR{C%7u?;k2TBU)|YzuvLU+vrjHDcu44# z3MI0l2dzMJ>U#&KCg92`n>E4Dvw89igyH#;GgR+ zyLT8k3O%zTBr3ozLwUy@zOR@|r1m4uUS?$aCYJcko712JLe9pUHlh!K%4UA_tKa_s zhG*zEzc|Ht|4n1K2X{HD9fKz#&n)IbH7&?W2WyUKA!qH7kdFumUql=15%ryhNCJ~jG zEp3oJUq)`RRRU}yShw8ddjeBc6R(qaG(hf!>xSsl*C1d(g^WY+BNkifu`TD!7Iegj zn|rMEG?-uPd|2;7jn2HDdQmXGy8hRWbfMq8;`FyN?zKnFa5uHK6Krv5@CrEOhDit$ znB6vOLAf&B30(z?i0SIAYHv&)O5A56D0`*&MvWT4#w>_G#2%~8VH z0>yl8OXRQEw)nrwB?X9kbT`wxY_s$Z0=@zOVcb3pT^%uYg*rgLRviI z(IyTs-s&+yPuT#<(?(3i5B37nQta4=j;k<1Oq9MPI)i!QGoSbIqeT@RV=aq~-Vl7_ z(buTy4an)zq+>l#Tx`_3mSywoT0dm;5bF{Zl90`jJ+LDdwp#A??HgnyaR6tLLo#0UBjX{o$F@394Xz@_w;bhZZKft91O0 z>rJHF-K=T7_#DYhRwoK<2}R`@eT|vqN~qlFRqIyagJ{>jKCCEW2Wm*^*EJZ{LTcH| z&EIl2p-bE@y~2bB=&sVl69Z}vlxp?_zhL761P@=ot9Wr`zpdLsmi@8@?DH0$Xk0RZ zLu#x8Uwk9r&KRxrmJ7V_Da>NH^JyvAeM!6@O1~AFb;N5P#Z*C@{*cjYCsDAX&oVMi z$pXp7*RdZgC$P~GL8HBI3DDI^Ta)=yj*y`u!(mK21Hms|v!1=Ta_;oE7Y>Pn)8F4* z{a5b&+LG2?4r0$Y6MAe=!Sas2p3O$rP-^7t)o<0kXy8(duN|K^B5&A)<#I_O6_4Oi zPYPM2LXk}BaexE4KKxvDcUB!~Jnwx}RzruXl3r>GN@<~hobvh;d$*uln1{NlLpR(q z<}H|UF95#=Gv246cOVnZFxk`|f;a}2B7B<*Ab7xqD%3{;#P)Nx9N$|CGd{__p$}OB z|77b$lfp_kd(|ae({49NKX??iSN96EQ|Mc5EEvbw-VH|jB`m^#fS9uPK}+zwtW>S} zY#jKdE8Jx8O;`QnkSI9)$v@sZv&;3f(lE;~@634?VePCo)Z`;MXxv?oG>qi|n(XZE z&KGh-`{%iG3cm=VBRS4F0^7wAv1ZJUR}VHL9VLP3r!DeGT77FNzatrn>OX=X=B9)` zffdcv+{!?hTPpEo+CgyHuN;*?RSs9(qIcvAror43Q#^J{3>v>aZ&$h(3=X^Ndypkb6%$%r3U#M-x!OY`RBpr1i@7PI+o78IKPZ-!o)wBfbJv-U?OjI^)xc!1_q` zwp{#_jvmr`?L1BL2razX5RrV#7;XB{GJjiy6=|r4x|P%MBdJ(t!v0&_L zYbqJ|pYrr=+CPX&bkVkZ}bCb*brn za$ge2>}lCks*wv9yA9(Lo+z%y_ftF{iyA1KO=Cc1AhgoHYZ=pHxbe7(I}4G z%n+|refuk69F%+dQRUnBV$nidjGYtuf!(fa*%Fh7o*Q;9(bo6DfTlpA^UL1V<>Qbj zIQ^-;pU1#yekP*)Z)1f2l#{=Ue`nx-T?R_0`9#fKo2vJ<7e^&55&q>*hU=fq&a$r5 z1cIxi_F8zE>-tH+do-f9XCt`iy(rZ9NVBH?UyTWqbkDZ$Rg(=oBzM#-6~DX2&#x=E zG}kzJ>q#C^UYcu*kQQFI{;%`@vrXGx*>do(r5}8;FCly~*t@Quj*SA$ykR>*V`fn1 z>6p~I_5a!Y{u)pDrA2~{9rh4lIo0CD;w>Md6bFN6~q0GpL^ z5_6yVU*7+pWui!HcfL*Aw;zT!$hprOs{G~s|LEC&TPb$wq`ZQ>IN0)G?q|C8{;%^t zL#wJuH%JdTys`-dk2kMjqCC3Vb0fCz66|qkzk4+p$V{#xd;Av-+UV`xz-!i&*p5F6|A@FPz0BUKb1bu^WPRCA-I`#;@*z><>Xm#HHfu(4`6{p-DAOk;fDDpzg@j1E1aaEM;H+wJ!k zEBe26b?UeOvON`aJmkD!Zql!ScbX4#E;)_AC4dvzsbqIaS?M7|-zVAes1a^F_&Vmc z|N9jNKW6`@E6wb^*+5Jm1bi`;va)LU-~HogC^-EQ_QDYs*8At!fhE$7=Ja{M-<9|}ZV%`2(|H-{ ztnnXUQFu<6vk??&0%}gRe!s%#AB1X|wBUZ(sux(2$_MhtQ~t~SdrI-}Jo;b^WO5BN zr@U*iCE8^P6{b=+>&nKvzm4pB`?&QUr#}q%ov}DBdd&_*QwhDL9geT@f7jGSU$M3m z*q!ySjlVy$#?P-*lw%h7mriy(1*-UKRUU8C*VO;f^1rY2D;34SqSfu>B^?Ok?&sP} zS%ICKx#=ZjcLnC`dM67i=GX22UGhv_PZUmr?2P1G*0u08{`c=VVrH<=3o4?{CHx8J z*QKJoEguVVEb0K;k&8V>m9hU}|Dk)^%)%D6fwze{C?}vC`<04)!&XX+ zGERK`@Bel4x*JiCbHO}KdolU8`JeXxD;4HfD$1{GjYAx|mZp3HtS&O1EW7m-i+ryX zVq3Bo&JfLt8Pek@5;z(NPJb*VZl6x}+3kt2fi!pFC|~*-|8%_#0P2dhe&U5dE7VNb?qivRrC2-K3udP&WS`*)^ zuQE*6_j`f%=9Dynr~TNB-Du>aJ02jcgFkd<-}(&4e>FM%wqx=$8A}J-NouuVJy?xe)#2 z?jCrh+%rBbLHyTLgx+Aik}w-T-&e=LUk{fj#R zfYU$h;~m5+Ie3wEEAYbA#AIh7T)zIO5VG{ne4_OVY{AN+KQZY4>FxO+3;HiAuu+C9 zG;kUKMQYWXZMSRJ#J^s%GT*#Xb)K?A1XiPUT6irSf4%vC{rrELiZYq8mAP}}A=905 zo%G+nc7M+YuHSL`BWkZ3RiQx|TY*+Djp-gg=bHSjQcnG+*Q9d{f~brij6<} z8juP)%BFjKzXJWo;{V%Alb1GUNqSj8O?Oz^EseGNi(dnZ*WgT7e!qZa@e~)%kKwQJ z|7-ofr~kDw@HZ9aU#ma=tec+)!m0kCqWo_g1wX7o zXG>EhU{2HWN!bkr&|$Ro+Z!@kP&zESiAg>a@V@Aq-8{>-X0P?@TGCHQe#uff7>e$< zzEUI%#STs0-KDjA8SOg}MH!6t$Ue?I9>};e3e{Hm?<*uwMyCp2-?Tezg`CP_2XE2I zqQZO&`(4IC=<#v!0AHb%M+HZ{PxRj9g=Dx1?qnLupb5|b~g}G_0c5k z2o^*Z?TiM}gkNDGOOGyM&jM7*rg6L_j|KJ6PkQ9RJ>aq}l%f5_xpMQsg4 z{lVOw{EP6OEca4PzUS}$HHGkGfAfsfpZ$M)$8oHC`3&%x-Vc%^kHEgUeY@PH`xyn& zaUQzntXzxSrdP zYAE@0{-_>g%!WNV-Z~5Wr>Myc>g+)Np#KpDn+Kp?I~21mhaAR?)GqZ6)1pF~uZn#q zJRvNbj_A@|O4K~h^ikGql?#L8q2Tmq|7u4Av=@~xf;AnpOiF4x=5P5`bHklk#Bj-; znvY?Z?BQ&Vt#p2Qs3<&aQ(ex=h{%*^VKk{5S~%E#FR@P(`S^Ufee&HIq#zs{TQaKG!(1y^H_m&jU0P_y+ni3}T<#n=|>@peZjc+4YE>6qE zb6YF45PhvuE5o$_bVQeoPj7{TR2F$Z{>AZNwBh4Oy&|6q60-_Fn;0yN#=|Q}6le+2 z9bS{E0!=0~qE8;?d-ghf5~m2~4w?tG?H2{!QbdE^2+8F_f{$P_Sxll6VGb=_v*mqz zNLIF^GlV%S_mMB}5U5Tn2}; zvz;O&_{fDUI=O$B18_U5h8NJ$A)k^Q{(jXkz|U!Wd(E#4lJ0gCy-8&RMX%3qqfWD- zTNGsc9;brf^|6@AgS0eALCMDbeA##Z|A32fb`*~|IOjSD+v`;Gf4+tFn7-94-}f5b zG?n-NX2C9t7&dbqSuR2fA&0N13fLndl{eb^w|OGg^CLR_fjX!W?`;W{@Cmfd_VMkF zihu@!NX3S2Par$Nw1cDS2!+`{6&9yrN8Uvs^FJ2xo34yO=jpS{HH0bE`0S zXyeg7-b6r;SS2IE?@5$Em*&`VZq_1n4n7FW8H@w1o~pX*P1B$|d}-(@xd{-qbXqpO zTDkB0w$m-s7H@bKX5Hx))eQX~6K*72qJ~pkn+)ol*w8^jNqZrQV8}yE4LzGyxJzHs z#o7*h_x}&LD7QJhkEN!>LA*4PEPmn2uKpwKZR_wsbo?+if#o>{SGDGG?Slr?hDRW>?&xw zU&5~A+mdYGszA4IV1KjVdq~`)zg6m)H3+|VlJnuJ1($P-G&;kCAU~VyQAo#%%q^@* znU#XTf7^pW)qPZmttmYdKX!HhhvT8(^ymI>O87`^bu17>Dc@euY&wIDyAH8XVZG?m zM?q+Hqmcd7wpXioxEL8HQ_tQDJcf3E$xuW`>u;-SG8pt!Z*_}tt0c}z&Uo!99 zjnp$XkiRQ)My5m{>02s}9yxx}y^%+ZNIkbyB!u*Xt$)tFy(#a3(keqY#W@11ztwsb zJ!%9KBIP3zOh+JryHX}tu?v>Z2r(Bl0z7@~r>nAK5O(=3Z>rJMgPUDBuIO_)WG)?^ z4g9i%S>G3q7B*o)v*HpB&+UWY)G6oWqB|SW*qWKpK#S&9fAmoj2}E=Z%}I_tJRR}?zgaS!d% zLZg@7&|)vFk$5QcdEOL3#5EzGuBBmzqVc(1`eb(_!QRo-o?CdR{bOJl|G7Rm#FF#* zQpf<@bQ^0?688qt(Y$9{@7;$BIpzFjo6TY5{e(m^=Y4R{7n^xApC zq%9Y?RN(ge;1d=F*MV|lSjY9(3)tqAM#0Okn9-5#_6@b^K~PN0*K=!u1`X^}eE&dY z^{h3Hhl10e{fiAbr9{lxfsDb&{KMTYm<1A{dMMn2+{qK(5h^UA3ttV@>qD=i*2TH6 zx~CiwE4h9#O{pVljJ`r)<3xDQw~xyb#(hQU#@sq83G0F+5a%A?)oz{10Md!|$iPKW3DbvE1s zw-S3{`J7!)yzl(Pw}gifdn?a5i(COn9Fi+5`wHOL5!xLS86U8rLlmYPJ}@DAiCKfT z;y~!#$6S^)N{#5%_&q&yR{Q@SaZ$wD@E@Hav;ekmyg@GYM=>V5Qv)Hq4J+KXs~5HQ zPNPHhHyb1HGf2kyq_?&oej?&g0Y_|*bb37~s z6#*kbf{n^xdErLTyGJWr5Cs>J=g&AnNb&ukR2(s|+9e0(D$T+)ABY2~=rpj#!CZ}%rKS8yc5FzB6n(1;xpDkr2yR?M4>J2d2YxeBlB&;F;{l$qqFR@J)Hk72i<> zidV)q_!@{ps`_O$a*G_$EnQrkjDLq65qNa*`4Lhy(tW;VWvdO$SEgq5A1}hoB>mnB zx$lqk{0CeV`PY|QU4_*_fqy*vrI0Rm@-E(k^0}Mn+ojRST&+Q5nSU#7>T&>z$)0~H z6OYhVGs7>#oXru8nNwn9q4BF`-?Z2Wxay_0awt%V+i%wxRxt z134GsU&HpHQj5yaRly`VI5>R;&Gwyv)!P{Jmx0=t;4N)g0_ z-cNqkiL!PVXYQ+VNAtF|acqfV$dOFjG9?($q|}U+ToF4WRoAN@##2KXEF~pF>9i=R zeRt4En-;P*9lo=(Y6~)KsHSq58;6aRa-5f{>meam$VpPV7=mcZcB)va0p$Z}BBr`z z*iG5N{OXMeSUfzm$w9vWE{ZK%RY)^}eq9!x3&AarYIx0ZR80t4&)T!?{geaFo=m@-H%cO<@Zl7#}>P zIq4#gDQV#|XBrovl80$#Stc#WKtHcN{+=C58`&()C(Vzn#`o>oa#I|oyB#<#U%Lf; zxl^g9H>!+UCW!Vt{7Qw?-gZUY*{6cYmfGnj`{)qyFinuL{3{^dRtqQ6$>2zcuuY(ZqRh{z^H$-X(kfr$@ME@u(-Qj?-; zN8u7Civ8%5nNs1PA`ud>?0Mg!AdkWg3>iZ+sZf51tFd=#EmTGa4P2Lu1&g6OizlPf z!Dm;#=-@WlHC&W3>a6w?HHkp4-9Qx(N&v)j{h_x9GQml2j;iGJyR zM4E}DKBg8EWpRK5dw6>6{H|kKw?R_v sT_z+yHe%!wq5uYhof6{1DIgK}X4d=z_3H9*JQSS%WcsI3aF3n;2fWfdc>n+a literal 0 HcmV?d00001 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/2016_templates.pkl b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/2016_templates.pkl new file mode 100644 index 0000000000000000000000000000000000000000..972beaf78e382edeb53d31f34c8528a43e90d37d GIT binary patch literal 246418 zcmeEv2{=`4_r5Vw#%RzaL&i)+NPC?mbLNmT&lxjU$WZ1fV^pF+lMM4=Ex zk_eIHf2wnia=5(y$M=5k_j`5a?DMSk?6vN7Klj>u+h^cS7JFzJG0~5Io-tgZ6b?pC zPOir0F`}v5lF9wpM8|OZ#3=rpMrLPZYZjv%N^WChY-WRgLTlh^}jz+fp1}657W|%BgMs|k` z+{~;jEHSyb6p0i`&_6_qE6_iBp^N0?jE%LlVnRvPc1p*Dl4xq8A2iSpi?n$a%$%Lj zPjoR)D5R~7?VarH&?XBD8T4-GCt6a!o{;JO9FuAPGFw>u8k0La|1^-wX=|fPmi~b} zl|TAS2c2Uwzt!;w0ARe#AIB7&Nzbyop^fBYE1qa zycifWcrj>XW<)cC2aRTW4;IY~UJRNUycje}Lc2_iY*Zc1%&i=)>@0rcW(E%$&Ga5D zni;$pG}C)mV9=P^n3*^`+S?genPQMEL$A^_Rx}EH>k7>3Oyj|1$M-D5WVUtrJu59b z>l6z*ZF)#psoAqbUqub}lyvd%&8gQX8hCh2AYy2ZT#<&Vo$kfL8 zk%tLgz_fOBy6NnzW@y15u~uP{PrDxm!_;=bVwl#B#xR{7i(y(H2E(*I42G#qfW8G^TPkfm8zt6+A%&#{3F>47r^5lpbQ|phGLVMAd0G1S?i!_XE9c;{EEGa{Y zVqAWnfPb8Xi4+-s`BxYl%NRMM&$vI%8CE7XX3A#HyV2JTKXzEnZmWO9*x1uxzpat8 zrK9Z;bu$Z3b`~yKGcE2I7g?12&r1y=S(MeUCyGR&Om;4|4u|-EUJ2N`*f?7mIXW60 zLN~5~qnU}los+Ypi^-2Gf>83G6JtUt>`Z@6iAG^3>du7o+0eD__2{(`glPGbrP1W1c=gPc(Z==6))z)P zkp_*Nz=yoA2(EY6sxubW9{mV^{ewc@HJ=HNH{W`k?|3(lJTK`w^l8R*F#nMA_{gJ4 z{|%G?`L5do$jCs?Ny+Y^?V{--?{^}f5W~`Tw!@yE2<9tXmCu=0p&t>+e0?$Z2H|>p z$+qU;M)7XMjk#q*X4@Nr@r^K6Vc(tDHyiWx4D@ErQ3E% zcP)2-xgJmc?)k)T_$WlHZ9y^Eb^B=DL%e#N$zJBG%8ViVTMEB!+eU}HTC2iy*_a5P zygRKb7sP}t)lk3E+j$#EGcsrrN1f+fujPxS#^OuI5NThci^PSrNRI3dow~pr5N`dv zEWFTu&hfqshgEN6vz>Sv_~fAZ^8Qu7RlQLEOBxEYTtN$Z3yfWA4A-Dy&W|- z&>=+^qfE&fbAZ!}$@#JJ-1)zo`jl*~))>O5rufA|g&N^J(*3MDIvd8u_66?QY&&Os z67OzUW{*&SH#2hkWAJLE4te`=B(e(DxVoQ2F`SumyhzWKti>8*$nGcoLJuC(BFd+@ zhLSGkfT|j;S|!EY>z!|X%y&E_s8~z1a{{NQj`KZ7R!QdLcuOgC*u}Hy8_qvfH z6xaqhVevu1Xs$fY8Rt#i@1Ht;zedy2YCr)3WO%LCXT;&vV>og4Sj;m{xcdFXS>jku zglXJqqj4Y)Oaylhnk4bz&7W(XUrVzj_GWOxN20X%x)Ox*IbM>ONyf|#WQJe-TW;|X zj4zyJjevqTC$OdQx^B!TyxxtHtR`x@T#z=zPyL3Ei(q{7t;hL}M;h4oRXBSiuD_=0 z<2$p>_yKE9oS&@8naOPlFMQh;Qe&vikF2{}mtk|50}jX8k7_JpCzvlpsQrV{W-f4J zvC+FCPB{NLRHXsoZ5u)UbyiH@zz~`N$VWQ2`=sD z-ds^9yuapKAM+jW_%1jYVakou(^S31NkpG)a_5@S|LTUdSJ5^ZV35c)6M4OxVE(7( z|GUR$3P;wRpfG^eWcuN&%b(!YQ&rD)sC}IbB;|to+0@;LuwJbGtsxmuevvCXyq56# zx0H^&FaNd+T)7`L^(qk_?}J#9VT_I}d|SGmb%mQMUOjW=_sfRwwVPC>f#i1lK{7_d z<1M`>IZAm{2BOcfG%Hyu6O3=Z^*G=0_MNJ+><`^FV?R+=qil%EC;b<8nr!*FL>}Cn zZt$O6tbwp!d&=_7eHWxGF5JYar$R7aP5a|+zCA1hp~Nh4fzE{Uf2yviOXuJ&Af`WR zOuCeC{buEx_D2Qmg7u~LH;1Lv39i@m_VW?nFS{VXP0=WQAL01sTOacsFJ`0sXj+fV zjC#8j78mKAKC{2)>!?P0mjFT$%o^2YiD&F6ruT3A>eU`P@f=UzCJRKofb4_p7`X`vh(xhebp`EC;qax}!UcC(+ z-$b@&Y5lbf+x&`Xz}?|9qA`N{#^qC>6F!!#0_VSH?fRj z^mNZXSkmUcKCCqi4_|7t&PGy6Rd5y3dHRZc_Vpg$*rXn&n+ll>XV;N$Gr)`2D^#l@ z$e;;f-D^DSeP@pcjpHA0^4^Bgt;K7+tMKccs~%_5-+afTZcY<2rH(9cA$OFS(S&cD+^uYQI=g=zX1C zzsFzdxG~vgLB`@C{WHrBioOPFr z#oO9tMQw3U1DX=@ckv#Z9pCCg_6!ldJb3kTBUNjtFJ8R)*2jFu3yVAwdfI3Y9&YUV zS1<*R?UC1<(f`70Y2vB#nvisbmU8Ie?8gsm-2c_BX^g@R{S-}59Dkv5@wg#!o$I0o zzrY?)C;g&R<-31Y{moW4y|RI>yn`m(67nTZ+DbT|EymQM_a19PcjS(O-VcPw%T03B3(W+I`mv z=YIuFKq1&)P@7X-7AgvSP@)rA9?>eep^jwxU<$}Xde1& zzV$KR@!EH$uh3|l`S|`J&0W2D(ae6v0cumBkzGLQxBZZei6X)L&vrccPy1JXW!M|G zMFWJ21yww#bMfl&7QB1>TJJ8{l6rwOZLcEo+Czu2VTTOR2C>_??NGp*KUciwueW>n zRPBOd$6>~!{e;K+QrVyr^jZdz9}@>W`?@p|dHV((go$jSRN1}fiO1K!C2TVxd7+jKRg z`ik*z&y`)!>#o{)(w*@8DGhaX?^)SpU<0X$U~dEA{9pQ%NLHu03v#zs@wJP{6ReM@ zn{bhhWj8Qxf5AH*yN}>_#k~)9(-rN4(sW1lQA)z=oo{{2cRXib8r_%^Gv9wXa+3e* zO2e7`0z<2t22y$9jT&|Tn|L9D`Je0YkkI*e8?77VPO3qB9ZE!c@2y$!U$*wtTbalU z_4f*W9{LI)k-KRcxV?GdT+OCx#%qGJ?mrt|ZjJgQekQ!YAFN59uSPhZrV)nSwC+ixL%_WZWaNA52U0tZ|zwvOmMvU*5iD~OTV5) zR6D>kH$O8GTz?ytsJxOCJ=|NJ zy|+1ta6a#@U-Eij2_4kswW}l&uOJwofWnK6{g+pO@2=)A&nOA+-$iYy;X(W8q4J7N zq)i*)_0G2*=R01cE9VVb0lFFct;yoW6~8x=e*e27E;0$rfZvC~?fN(i!qOB_R>Q;q zjhE}a_eHHEcs)bCU8P9$=;6q)k4<!`A<8Z|HAVLQ~xJ0OWaF_8KQd>#n#E0O(4sU`@kk(?&-Ke=2O_u8Ltdp0OUoC+j|chunT+4rXo2-s z*9%FN4FuQQVVlDjJV*`e!d|u55D|WUoNqnOcf7PGr6Tm?)HC+eyE_96@7yN+d^cQU z+}r8Ee~~HiQ(>`y$JO4F(DCuld%;e8+nl zO6tFVkY+}`ouut>V>g}IKil#6&ALJTW&83AJ=~AoB*}J}G0$vq{w{w5v%iUfpD>(d zVOM%=?J{RQHF2!{L~;C1;Z9}&`_!v$1lK#?{P7(-#+&ApSNNb^&zL>kkzjn+UaA$m zCca+iX=jsSrl?DByfx=jOP2fQ7p7epeC{$txL)R)zxj?=uzek}X6?hmKlMHH=f(e= zM?^%sgR_27LtbG>Tqv7>oD;$P&v$*T-=$c0yuDL+l>J=hA`N$f@m+ZpA!h%$u+X1$ zoeux0qXfs}%=Np)wD{*MwJ!hn^=1$j7DQ!n`7i6O{cv_3)3#wGutMs?o;TkK z{`~M%{r=O&8}`T5-8?pofY;}2;f#sxOk(lp4+jk)tgZ?oN5{VrT)*6jN~aGEL&%YD zJCgZp#|e(7yjsPF8qtD?B0wbu2fZg*Zawk zM`9jJ?8Sx=mW(dzktV|X&C@h_97!5REQNfv6h;Z>|BlG;cAeyYq+_Mk0TOG%zi&eC zX#4nqn2$(F1M}F3STDi)cz^To72mEQ#A^bc1Wgd$U-PYx`Hm;KwR!8K=QDpk)nH4u zTYb+kPH$8DePO)7zybsF&A?y3exL8m3-SJq3@qsF-?-`vHUGC5Sm?L^7W4nkybF5! zcdq+F)&Cs^7W(bK!~4HA>w@0?tt-D!_kV+dg?{^Qu>SAOxuCay@7ga^{`WJm&~JY~ z=l|x63wrxEul_>q3k)nU@b6?G#yQ3q{olnu#yFJ1!N|$U!oobpl8oCYMv=%fhRc#d z*^*M(a&e#~m9pg$OB%GDOOZ&C1pPy#xB~s77rIDJ&e&K>D<+gwZKrfhD2b*f`auKz zut=L%!OYnS{X`e@ghJZN*xt$B4sEiqkU{T;exfDy>j|0e&oP2B!9I=zt6ulY^CwnTrF)NTaD~@TWmzih!y?cK~AF&S5& zGtS^aC!XH38k2tpF9ya8UJM$U8PUw(L8F=8gGDog7lUR7F9wa0&@K}r8&yX$b1O$H zJB#1AnZbibGrb3kW(F??&Ggmy{_@`wVCfgJ%Cexo*dQ284G}mUB%Bayfejn3f<~W#|V`k7` zEI-@R#bL5vF}?W1v=klX_aPeQZ$r92`o-X93=F{EX8qao==S+BZ?fmH23%;2;m@AO z8vh87F|NWCGPN;&Ryo4})Pk9}@<{@2&77KRtRK@NDSZQ*BJsG}%x5n4DAR zW2KL6h#zx*NdJ#9I?wN8`YEmT6CWo2@AI%N^Q(=1%vyquJUODq)cT{P(B7ZtVM{wp zN=ti}pC{fQCto5(MoR}-l>D#D7Fm?luP2H`mM)g=ibTg_EDs07sH4x;#JjoZ&?Da< zDU{E@^BQNN>IDWC7+7H7-@w3a&fN~C4XnVLLPypqA&d-Pzj!#|J|pU5ilpzoJ_%G% zh2GkI{DqJ&s2IL6p7782{--&0yt)y!FU18EF71#?-O-8p90(=qS6)h#k~`1WVQ#u-nE53KFdFr2bs6OO_B)5T#f99*SUmtNd}M%ZKKSkLuKWg|g0-V9>7N z?w84qka7>L7P*%S^*1GiI0AL%9Pi!prHWiW_(L2Nj(B#12XafqqB5C~{&SEd~4iY z1d;yg@Kvj&5wt~@tiHH24Y%K4?Gr|~-itSh*??j7{Z-@Mg!3<5GeSo$$FV0FUU4121-S)7Rj0J9aB-)``KOG{M-SY8{VfvWRT)DC znQ-6hh{E7Qxr{HiE)ZdWhp(>K`t`FRL}H`9)y;H3SH}NZ--#U=VGb7~iOzzLsFGJU z?$&dz*Otk&aN-#~^lrX*JNz>nvgU-^W3w-}V4VxC=7n8z=dZwU({XPH^!Jx36#L({ zV?``HH8u(|--5`ILrqD;=5xmPH83W3?MpH^I3iwl;`~M=Q1+!tsQxXm5i+do*PHv_ zgMBMce!hDb12phQIy`>JjyzuEU_Qv11HPk_JH*oM=8SKu9tqXoe8;P;J>I3KOM$D) z%ua&)qfG{GTuY)|8 zjm%zq3$8no4|;x>`+DkEXr_{0VE~RKqwel|?t1g_laJol zvkbo8x~jM(niF}+&L}70oCSOu9?v@R4&dtitNjkHRIB5K7{FO9>1DMvJCb#Ci=o$< z8$jW;TV`_?{@)LpE$)iZ(b%jl3;<@r9K;vcks~5%A4Y03Kr6Sy1;t}FXMFRmkNJ-0 z$#(UbxcYKjT~QX2+;T)YxN*$7U}L%mGk+gl^BYm6x|Mt&+I5gF#|QuWC9@aTu!MzG zz{`Qh<>^;radENh(091;^8Jcd&=TXTi#?MG`#-**)|RdT%5qj8%TDr|lfCLhY8W(jdv6E8fsrXK6tE{ya_ z%j>X*^MVxfl{?Hq0*EPnyPEFO5_odAqJxD$0J}d9Zm8@U+sKGE_(=YdUH1JgkbEn1 zRweNv>^Jpf4;Br818e$TT5Ap!LbTpB zyGL_{>_8^yi@v?_bxRFg-Ej2Yp|J!Iywx7De;qHlb062QIw6b{SbIEaqkjy8+!u|X z%bdc)N7-j6x#iSrh=zUsBKvNFj#M(}kygV%QC)&Vab@|h+@!0I_P-1S|Z?4AN?>`t5_VGrTrc^_8^+fYbrW83V- z#|J@ukCc^Tg%QC^#iygtdI^?0nU_C}UWh2G>YA%sVL(zw`rP?U5acVSY*eU$r0bu( z#5N|vR6P=^zxj@*!?L}ts{(i3K;%8z^{ONJA&xgWMeQz*_({Lys9eM)dI6wy+VEK5 zrYIu3U+v^E>P=uu`P9SWtQc|udH96M<0+JTiw$6VJ=s?9X2X~u^yN`! z6kL(O`(6v30K3qgj@f{?scLR0^uWc%?mu;FT4S3b(^(6R8*VK-T0QsQzoy1Joz7u; zcdr=i@L66IAK;6JZ~vxegP(V+L){LyjMh(C$jeuXbQ2?q;7|7@`N4(}%zQf3uefxm ztFLbRp{fKSN%rt&g%ELMT`Wn}g>oU-u#wBg%xfF6TV*KY#GVY`D%ah1_TlW`=SI7G z{XGV!XCR??Dx|kA8mI%8A_7f<;Q!)WS=T-ZWXI7x!#Ud7P~hvwzQKKV{%F-7ZLZ6$ z1ra;*oAigH;7UsKUK)F0cq;kma0bhEmcrK z*kg(2ICzp!R#SIH0Cq1I&(8TQhLBm@==;og1=!A|zpA`!GVA)XrqYVp=RJYUHBZ*s zyPbe!UdDT|L_!dE_(=2TyAnuYC&{sT=WO6)Jb#9~Z1#G|?;@E2BemdswTM=yKMJPm zkx>23cf7=pww_E40yv(O#d{Ag>zTZMXC35!wIWjx=a)?#FAcjY3|xomBE-G{@;Y

HW5_M6%V*fD)GyU$zdT4?IHa%qk33An7q zY|FA*2<(MwrMX8Xkb@Bctkt2}@HQ#>?4d=Tv&Q2~H)$$icm~AhsSljviUx;ErYh-2 z1;A|IEtWH5Vn}V4f1N9T4xA$9&D~w(HETQ<6$84yhc%$^TEX+6SR~w}E>tf$BnTfJ z9L;$XwFx9uh#$%Q1F&7VmJeP)eU$$#S>@8~lq3;JL!)E5hnIugcL4haGbD!b%r zS=wr#cE#2MrC)F1#qEBh5uyE{3BKy<-k~MMzrMugooQ=8nkCFvCwVfdtj@KBw{Ld4~boU&-4iS4S3U25D>SU5`%B@{yWXv*h9w$WP#%n8D;yR zCStO4j7)LA9E^yOJY9#(?3&ub zCU}^&tG}M;6!e_n4_w112TZMpPV-CcL0X$C22Z*d!{MQwZIP=ELqWjs+waewz_nms z(A);ZoN0>jcD&PpafriIOIKdXXU>x2d0c7+$%R~AuVek zlq{<(f`J0>c)mr4X4T7vJsqJul}(`OK+#LO^b}0hBcb}6?|6Yb4|gCAlYc*{n$tNW zC+r?h7w3A{Q|Y7RaAOLil!IdYilD!4&ufVnx=4~C3H8QaIS5)F(irt&FY=*EJ&?4a z0KVPkFpyw!hHDzJ>v&#PgIurf=s@A*c>}9^x}?RZMJBEAvA@uqizx*g-;x7V zVps={ycVKhvp9tAMG<5@Wwk6|ot=NJ^OPhldEr%m-R4a`gBC=<>c!a*mwn! zpFTIGG{dJAg`8>!k|0!Y9k-je9K5OTq4nt5gQ#b@=<+=%0#~ImiFJd2p}(#^i#c|$ z2^db2cb=gXiZ#U#|JZn0$NSz!h#*O73dQ?67IH@-*Z`f@FahQ03j}dGO zusD76ngibP)L(j-y0IIrxA=jr=654;ak2X++pb@GYHKyDKFlP0%{3Xa4^ky7Uaf&W z@3=)Sq$T0a$L=>@+a&Igm;Do3P^!d#wI`qm+2kL+ZTNW-j73b)o>m{j)UyWlE8iMa zid6c(2vH-bTu$0W#p-|v>JstSoHl}`#mkra1lb^*2O=&QbU%WN!`DbY4IRV7zp7P6 z!1h@+Jm??~kokHRu025|`zlvM69Z3zr;EbIV-`k0ZOqo{=jVVNI8$0ui0;>x zWFNz%i}?I`NfaOL5~+rEtr~wVG=GtfHZ*k?Yaso#XNtr5BpAJP)5I^%2yA=F8T8*f zAO>%*D3Tto0k`{0lg#O&@$lvJ=F>SDKZSzrp+`hcod%Bejvtz7YM>{t=CyalDcJHY zxKP@EKisXpOm4i<4SCzrDQ*x~3?;t1c%E;;|32WOUwm7hHnf4I=;u}Da@8O%bkX!J z`uZ%bjqLTwoWdlQ#jAJqdPO#GH|nM`H7W9gX07=+5E3VrOJ@Z)hi(Q5_gorkzpZJB`~9 z+aH=4O#2IYpF$S-_(}2&U$oW3Y|@ z>)--4TiRM+y&C$RgeMi~9X}89*cm|~kkqe=bU^eAY8+0ytA=}8uSPm=z9Y~`*!z*P+mklcF4GWs5=I`qTXEMYj}e_ zU!gEKQ7krV^j|f5!qa_WH%nFqB0Xf~9=G+qK(B|fP0GO^Ney;VV!d1j>Rwm-OOE-^ zim!ksrK#HJA=E{jeiT=B9GYS{e5AR(ptB?=?M7rEQsI1wT6DA&xRMK1N>9(7KS8@T zu)gI9F4xDJC?oVwvIC}5e764QANT~kiJD%MN zu7hVTOx_2$(P}1n!uSEM&fN9HM5jMY-WR!G8p+&R>z{7>yy?~aSz;w@f~o>Halus#@J(AX{2vAqm-a8fpy76jtz zoVt$Ku`lt-z;jniLElH#-1q5mpr!78*L(6PkPF(4kKlt%hdiKHuoT!K)Ml+AVQ@fw?sXt6SKk7Lt8 zIFc#9Vsym|gwcQ}bs+i}bWY?y^m{#snLl}dW>?&p#f-BVog@=N{Rbp(bqi~p+PuEpwQvM?&>C-|^U!(l4sn1>@>U5m)bQIA4YvN8HlyTiHJ8&sACT zYV+oBXbvK0{y3h9td$fa@ni~tI~Jvhbpi>9OZ5_ubq_0{sFnAOoBQm1eUs+9GvJp7 z;g7cSFMDnXYWJ7J}pb3;N}^ z&r7RuW8U=#^-!lL{Zo1DUrRf7m*NDlGHy&wyPJr2{G^I+U|4;y4(O^Qm)JT+fWT%0 zsiceXAV1-E)#lI+5N!!QUBsIM`Q!EK6?rqCN2ccet7G%WdIhVSwcxfSw4AOlibl(kj=%w!6JF5juVg-7j?Kqhp& zHf$^rdC@=kfp29URG)u+jlMJ-e3w_1HW??to>JP!m)WGD<6NIYOkN&L*gCJFScU(3 z9bdNC36eWu@Y-iww#xGy67G33@%;Jca9e3*ar5ms^gHVl(wZDDftzpM(+XZAsM~N= zh)l2;)+S|&UzAbxumzLDQ7A^hb2go9!A+&PE z<*ayE^e7|ndc^E{nW{%Z^*7(~j*jU)SCpN+4^ZjCB(~z>p&&XnlJfs1PBhbxJZx0Le#+;q9Psyg3Ftm zKJsTlBS1$Ok_baKir3CJef^HI`?{|sMAx1p|&)mq-?}u5*oL|or3YsB(i2;ND zP**9nB*2XYI@eb-pE+_F#*;>QoB?>#CP^?3{FI7HLbSoTUQ6} zA5~lIKZZlli_bPOaq&QFS@lue$C6 z0zU`8!_1$&e*e<*gwajM2b{xLw}z#JAwFL|C@5a@0skb4JbRrG#5p7XVPaV$M2ra} z4qL|I)w3--z^(1SYlJdU)2MSP z`0-}r?>SlG1A!AhkhMH0;{1tlFm&MjE;J#o-`MdoIc=#UVb5-r*O^3){g;SFI z@!x;`yyq_cz%?&uH`9L1xIP-$R(QccK(q}6OLHlUu4LiGQ))S!P{(i*E*NUB4~(dhzL)SSg6si-zt{>e5g6dYP(6 zLiIP_@j&)+BIyxt91mMgXEcVZHQ>hd?|XJA$WPvPcvT(g^4Z7_);;d79`J}l)<5?2 z$w2Eb>(k~3GFML^i=vAg4JaGoX=xY<&4rV=IM{ya<8X7>b?F-LC31wMcUs{2o$@~s z?@jOlfgaJ(yn|@|Gn(x=3L1gu*6@Mqczph6(_3Qnrs4uiAJ{CL>b3b)IC6;dBRi{k z1Kcrjz4YZn3|{_F4wpjNs!V7)aw@il3IF_awKwZNdxb9;aEh;VT^5V1Sr_)g>rM>> zf7%pNDS&^!N448j_vKhVRDE4fLR^gh`?EaT<7X&ze;E|*W(jHwLk^H!67jZf1h$%- zx^iOtdOvR+xyEIj0p}0XCx2@H-_x6q57jGeeqS8#!BH{PUr;Y`V-D5Ev%a?`^@i0A zc3bLSE%$1JEv)o(4Cj35ig)~!xwx%>gZT|)$30M)5IK*Fi`}2Ou_oQ@em-#b_XzkJ z;;#pG-ru#=IlK~eDaj8`@ji9VGWv{HkAI|f&xv*$kf1yNNY=p>iK|+>uU*_0CSBN_46)}i0;Jr(!ziGc92&^yq=qo1-T5C8YUBbP5c{ybp==M8&^ z)skEh@npKyQdDnX{e!11#q06;+hH%Wr|U{SY#`xJKf4v5zg=O}>@s0C@a~G~ssqKY zNO7u-V-?LC@bhba?0oVZ9=;0W(F2kkcR|^e`uXLM$@>J@I=-(FyxZ?)12;x=o2U~* zkSAKyVym-B%AIPp{+ytbnvWv?4AfDf8YiOzYc3W`Z-`OMi-4zkm zu^ITb_6_vfK6MyC@atVAvzR#x?m*SkC3nAX#^-OU9tqXoe8+QIqAZzVVuRzsq5W%b z%e6M#SYoAQjm5)Bzy8huw@R0YzN2$>x2=TN0W|Jx#2-b1fwsQ9&gT4!5;K z<3X>4jincGaj@%Uxmwcqc>Ha+v*dni1*m^30FE|KaZz^R{%}0Z6A*m#i%KWAqvfiqkyyjawAd${O z+V1%ALi7xWJs;)4CfU?c1yMgd{2siFHnH$ORHtKhc&BfNdJ~cemlc z-%GgmsHjPOK9tl2@~C>_9{YB%g%h-=Cjveav^fU~_MeM-8?(USFACG8L2Rz>U?0Op7!cizTVd@gQZII!mL!DkvTHrXBZ@EAEmc(p$ruwJqkx>23cRbs6^FfYEJzQP3 z>#PmRnLkk4e|$(6XrY4A1gF~XGz-ZakY-f@L;pS z_na2E>Py_$ls@33X5(M)+C2w`tlSmvYbS%^-ONJe$4Vu~W@Go>`JoZ+E3W zc(SjNSo+Ww8K+#liD7dKjN9M*cqDr6>$$nIYD6$eA6OcqQ+gPkkX6rD+J>dQfLvW8 z`?`~JfB&>xr{a#pP5N-*!|m48T5E*XBDeo`K?`gdrFbt;GTJC% z1yPhi6oYS75OF#0EC+fi_%4@4X7NoP2{lVbB>HMWD9Yto{j16QsDHH{OQ~26uj^7E z!1;vqGO;S6QSc$2E1?>KkJmQQ%FdlX5tO(a@jfXKTz~hv^j1~mI<0(~w^S`qT&#*E zC7(OK%85XcEecZ5m*LA%pP-LiHyc`hw;TO_oUxZ2348Fbr)R6XchO^%(<3Rk$&}lE zMNkzX{Mf zf0ZM~^IEkOxJJ=ue%r2!C~QEMaXhI8r1{XB(7L(ve~g96@e}1vaQ}9Dmx8Y<5_|P) zYxb)r;Cgq%5*i=;`zf>GtN6e)@SsBqY>!rPTBfQZ<0i-I7J1geUYWB(l@9p#D`$(h zrE(2(L538#1(H#nrdCC?qK(3@o~s5|o|1_Ot-04b-};#EcpFj_7oXX?6Q?hv?eSEU||9pHf4%GOa*cn!+d4S8)Y`I^y(5HS&twidG%YmE*C>OrK)enKK%QW zv&9>Yjku(X)=&Mr!4R5yAtdcPrNzx9<)9PzJd2-k@_k*i#liZg>XA_W&38OmX7~6y z8@5T^4qv`79{CVAZg-Qo{(UnCZtSb$w)uJ(C#+gZ+|_?e1lgu0U8S~{9iA*Zw%Yoe zAX3|JvM2g}2|Qg-%ILz5fBzcG%S_wgNN8dT;()g((uM=~g^=fV8&_?mD2LFSGCM+O z=FWeMRQO`aV0I`@Fj?!$AcPzYVeU8esD#sx9Cg;-@x|3O6P~H|F{E!tUJ*Y;+et+Y z%E%%2Q>qWa{fEGBZJ=MkGk1J)yzD0~9O3{SKA9^kj|w4{4)o!a!w-S6x~egzb?*H& z-};#EcoIbqYP%yh;&^|;NE=}9IQjm_D~s>1p)Z=$+f@Ds_BV{DPjEx4(#qRijv{!+ zccUwLP7cSjpr-j9@qpT4=-mByZ!BXxyt4KFc>W>^mv?I1|JHb267z;{jVv&@R;=6g zt{PrF=0uHU^pCmWMe==WVp_B3+ZAZAskXuUX~mu$Bi%Sla9w(nXM|dRb+x+z2O7R#EqWn$0d-pGF;;PEj;jD zw9s>WnK*K6ps-MPFbf(7Br;qN9)a!~rRUV1!~oa28{vX9+i-EP>o;}V$|d7>m5&E> zHl^pDK=V)2t-oVT5B>cRmtICU1$uzSTW^(1KJm~;cd^!1ddIBs6wlSM@>Oxd=5mgw zUbRAq6-mrMg?|owWWCnJoO=`wU+@~PBYUV207E33B@Mf9`AbA1zWK);O}29j?#FBiqv+Xt2n zo%@!?L$RL5>+*#EeZ8GE3J^ccwh6}z`*VRK1W!g{g7F>VJl!&&RA^R+fxG-*sx4BLt10tPb-{hD|TzH54 z=><3UWd!q&%{O2Di}LK`%^n~v#%o7Q?ifVojq*?pI`rO#ywC?J7p1=9|Cyj;FX`ll56w?C0k2)xKU_$ENrBTikWUx^>^ka^Jm2x~u|a zR-Apiovw`jBa_V=WUWZt_VDP2e;i-MpI6)WE4@Rc{4dgLerY8bpK%CLB=7rfL|#Da zM(no^g5%{$r3_y%dW-m9p$U7T{F>l+^R18hju#PDvcJ=|7pJGGisL-4so%Y`Yev8B zRmH4B=>2cXX03fg+cPU)TSjt^E+z zyYb@fOf(I2IFJv5wK-inPh4iaZ-(V%XZ2eD?&y!mwVlZ!#A3a8@f2g#Q@<{|1H4?{ z4wiJ!z8((BJA*b@KSt7-HXn>$at$xuG4pq%Ar^N*-$jRLjO@s)__$6O^KH7@i+JTJ zBdGKE`kAXD%-nA!E#D9OUHO3Pw|%*-wue~z5r29fwa~o-+bc%S z^N7FhMnun*yS;jkf4p0Ka!j<^>jwB8Up81kJNZ6KtRALrMI87W&u;mMsIMLb62A|4 z>&cVUe2_nevQu-KT_4Aknr*H!d_d~XKirU=jDNi&OuTu`-lp5|x%zf_Vu$mr z`si%f<{r~Hi0nUm@#R~tF+6;G>{)#sZe>HE9R0mFb~C?^8(X*WM&tVqRK18uo=$n6 z?t8p=|80HDw|?J~ckox-o>_1Gt|xo#g+Ai+hUIBtyTHH#1OF)oX8wKoKb3JI?!TFV z1-<>7SAU`Q1qK!v_;)f8;~Zm*{_o-+V;t*5NBon7P%?8PE1MWgGH#z3MIz4_E=vk! zOG;(S#etSo%9cwkY0!2qMIuEK^be8Z3iQvu&_!}`#>QG&F`=YtJEdbnNi;Rl4;tu) zMcTXyX3kFNC%Tv?6w+44_D=S8Xp@D740<>86D_G)utnJp}Sjme#ze;P>T zw6$YG$)t^(jbcI>ex)>Uu(C08aWF8ocSDDy(bSw`(3oOi_yy?CSq#6x{b^+UBZ0g$ zCIuZX#iR+B1ZQIWBh94wk3=~0YD_A54Ruu`M`wFG4NH4BGe=Cu73hpJc+iQb_pHX` zpTUcPF@qO_MrKAdGkDNwruSgc%;3eKnZb)eqa?J;#K=a~(ahY+(aO%^H*RL|pwUe4 z!J?VLi$OEJcLfHGnT?r=v!lJ8ft4u+$ujgRO=Cr)z_+fztj;tZOm=+FGE8P$m*2C} zqO(r1pfmnyS%%3r#fr)FrzYy2ZT#<&WDdukv2 z$isv#U|Ksm-E{UOVXFGE7^bzOF-&L2Vwl#4!7!~4gJG)Xu^6Vc zqcKcp$6}b)hruwNj|qd}cjf=cPmf*)JR3UqR2$PYJ@pemCg;@oSfyk2|6}eCrT;NT z=lOk1Kc$m?;={!MeIB+$es#@{SxeB7Cr8wnT7Ps9+WYeyYiVamX=(5B^Q8LY#7d;d zXz3t}lK*vKB8#&6^+b`#(#6tUk?44g<>7!Bb@Z8-cy~1|dgL1<t~<(xAN`yz}Ov^>>h+lO$)cb z(IJC6(INUx)z%Qz_@u@27S~o3Vj_F5wb=`Wy8MW|*jNSiL81TDW&=l5y=Hp;bA!z& z-*ffm`!m<0CPFqLRGxz{!f?0PFa8sBFu#7W0sR+QneA+bH!MQ`62=jae`b>Muhka1M8>RGB=g?&!jxH)O?rKBi{C3sdI`9Q5 z?zJf9nCZi3_sA{W{huI4J9a7gp7J9#3#!JS@xaA|}O^7-M( zQ>5lWC?g6nsR>(Y)J>g^AY*$&RGd?bKxF$CRBo_Ew5Ep_s$a9BJE2wqRq?$dNm9ZQ z6>rUXFp5kFg}@L4zmGR`i$ukZ+WH|f)x5j5C`lb2CQ#>)ZXMXv)@~iqdabeTOey z1;td+ozZvL5oP_1DQ7HvGis{-2-Vws$E!Kk=bgyujeBL7Ys-oVsiDB1ditTM@5PGS zMrBauJhz!$~G!%CGl`XX?=@jNf6zNVz^NCdQFBmjJbYeSE~0z_Hv!N zVR9)5#UT6EV{o%9O1!J5g(=by6-487`9a85)Xs#*{gq@#QErHgy}&gU)QRXjniQ^% zD5d8O9aV}4askWbULh?9;e)9i12%q&|_k*m4(cjS1(s<%9gBUl2E zB|MdsTiyntyiA+VlzS_oT-UzH=2kUC9S~(pNo^NL`HN>ZU77GeeQXrSU23L^@_9=# z;gEh1bt6{viSS7g)V{Az!#??WL+r^0U^?W7>@G>?tWgd^`P6wHHNGr^YC13|*0kFY zRYGJYdH$s+>T#i(WByey)HB09rs6AAP&_B9b4#QgQ9PBbSI!Il^YtaMt>$9p;G}-2 znJ+3SmgQk#yj*=E5xHz6|kzhLr8%|t_SC{{F{5FglLH(%t$F}b*Rr2>U zKA=clM_i-ehtL?dC465NiOLjuFXp&Q0o8Viz#KQ`8n3!FoZVg4rBRoF2zEPX zlIT!q!tWrMHdhA%g6MPI?A}22id<9jDfW3$IyU$^Jq%qoG#PtyHxj{DXQ5vvOoZ?1 zVPNw>6*^R&iHW6H!!agD%2N&~aI02J|BMd>u@4(_ISd-m#w|m+bKV;iiZ{8FS%u&c zm)gTD^-%NZAdtMQh^tZ;3a)flzhC&O4kKT>XAEt;;hXT(M1-Ia{GGpl z%G zSEj9-31G9MpFe@C3D3#AhH%TRfg&hbu3%dddJ;tR2f9LmVkU(-j#wLro7?9@?7RVA z`peJ0JrPi@Y__z27=~V~o_Izi6^RgN^tlJIB!YTY>K?I=D$G7RRpy#)4dYa!=qH&%xNQ$Wb0;8k_t50|@8VCD^IO|sJM3qsJb;~nUX-NF3&$Zpg_%Sc3|vC&@( z8{egRA+?V#s{+~5*V<(ZYcO8@IB5S;0y6wG+hXp70?8A(i(g4JAik%<_950Ep%gi? z>?Q=d^fiI2DPd@{OOBw)scQ)JTI_7Oaw5P_RBeD=3#`f`@(;^f1I%8$RdNX+>Fr~s z;mi<_R~h-Hx}pJ={*iW8{9X`~_5o*MQ3yESrItO$##153eyq@91kyQ>FzGOz0HgQ) z&)@7&fyxP+C^B7ZV36nrzD>d&uvDDG*B&Qu_GGN0sN3gLgqRLP@<+f;W{Y|q>hK$(#_&QkjLAF zch?wrE?2XQKMjC$Z*J1;eis9goRS2m*HXZ`b-M;moQ4RqhtGQg*3s?=vHF!SH&I#N z^TjOeW2m=&rDKhpJ8JK)w|1oTB|2c#w^f-BXc&t*9@sCUHA&~!Q%)$M71e4fG!^A& z1HoESfX_Q*zouF{2nQF$-}_R9qYh{=&z>ej|1OF*zOR4ovD+VUM=$sde%1L`+4HK2 ztiwGVo&J`5n<6a&`RY8L|Aj9N>ZN;m8Zx!uF&&@p>B|m)yLF9g$W9WroEoH?1mdBN zqx=Hzv;kadd&?4fF97^XSOct1iGa5HT)|nNaI}hBl_tt93i;kL_QaMv4ZfvtoceH0 z2R8ZYNEadvDcmJAFBQ};6D4k9bvtE& z_~Vs)Ct!|Yohw^40aq`LfWh&2Xvo}GpR#lSMv@lHdGjF9R!+T8s-Xf;nGa=>7KNh> z)ISA^C!!FwX5J76i!@-*jW}s_L>Fk94-M_kIY3i@o@ef98JK+GYULUg53o2+aYxhy z3Yo)vB{u@Vf-P)HOG+I6&fh=f?cesd>wT!#7CG1n=Pdpq8=SYPfAI8+DSj59eQg* zBje#sR7sZ4eQdvyl{$cHDgbs``M6W@0RqceT;nRk(M8k#A@NU9$gGvgH!iz02S+aqmbVTtc-#sM4TxaJr#3QwQ#xbu1OY#*@g)QQy-A(m>1I^!}4jJj^!Y zFl@9M!)1*dw>5GDfJ{l8B(h%YKhKw)kYYsC`vZQ`&QX(>XQ%z<3l8fgA{gfvMuUl6XVaDIf+h;5qP)qDWM+> z<shZjLEAl|m?4H8sYY6eh)x;Y1T*%?#7-R@D0vaj(FE>x9^X*9Y?!T*drx%U34R7Qbm(4-hOEX=PnQCDxO+n|z%Dil?TQ>0 zI>CJlIq@W_RS9z7rG!mXBfB#+S?&+=c6frQ;)UkkDFgUKIw13X{ucar$*eNo=>vQH zo|W6~G0>Abq?8GI!2e*_VR$_X4UMU#_f3pP2G4PxLfmp8uUzfXKAstN{3>0*-|Pi5 zm&cP-8Z>~PYG`IIA{)|+-#46Bae`RIJ9!@_q9NkzHtu|nJp7%%f6Cjx?ax;AOiJXL zgPk;2R6<*8ALjhQ(=VoOBTGe>G7jvLgEKTk{LyG9n;=fclVqf8kLa1 zE#a{cm&=C%FL=m%a(9vBnb${ye<<4n{6=NqSD>rp z*^5F4%G-{zSH~l|eY-b%F6RO!gYe7!vu04G(~s}e<^@Yso_FedH6S}U+K(b28#+IT z%(H=Ds^C-gKYQUTDr<6Q#*+9>MsBP9b!4aRLIqT_Y(6kY}yuqvh+MP#oV(p?( zi_7x)L@9}g#E1%2>~t=Ss)Q?d-Lry2(FS1k@&)Jy*)n|dx z&;TzW<9>Rn*-``U3d?lz31&lFvU44Y;^ot}8;%2*OnUd;tMJ(Q9SSBj3jJ(W?vOJeQwNpeET0 zPo!ntQIF!Z=dt^X=){o@pXM-KwC&@E6^T2a(NpoqD^{en(MkvJVHTrK)Z22zxoPw# za{gq_t*xkI@G0?%Ti&84dRd>mhU3x^aF53SV0G-z6RX;(zQV6M|0+8h=y1MQ#G#w< zi>zb1NyzrD=<$H`d|)|UiQti&0qOeg;%a~gp!L;~({&19a=Cf`<=Z5PpGw`((6#`7 zABXj^pUGgP?YehYLKBt;SzLs5u>NccOgR>kk+ccAo8>|IkW9BkFnh}a^k*ebYT0>! z!w2?|k$h#~451|={FVfcMc)_+U94bI5`S%aGZ`$uFV59aYXc3Dr0SMu97-M@qL$K@ zf~*=D^(STIgH;=6%^5mN7`<_Yz2C(H=%zapuH94t15MwnuRbS%5uXSn=`Aa$maICw zxs(h^kIxSzm}vv=lO7N4h=7Teb^b6h{3=p{SR1KwJf6rrP zUAG<^!BAlycg?9}7&!J_evHivlCB3KQnD%V>VrzmNQEVw)lG3^%!@-g7`g2~NT(pP zSya`v5AuObaB7!E&ex$ zb!FpF)f>5021ptb9?Dqxs4yRjqmwi!kJtcVY;k!?vIlIa&1A>pYeGav=gn%iWEl0| zOJXLo0}mFXA8X_(AV@1P%hIa{%zc}>Ri$yLev}U<&LrL|J#Gmj zPNt7B1s?EdjGuP`J3dlUG)YaSNrsEWQNu=9{Y>hmR{c(w0*pLFxX54vV||{(9p{AT5&oScKOWvTzJPo0KI3O?L`W?UF9!OXKRDGKoXG zyPZa;Hj)wf{K9_Y(0uS@^)mTbj2)l&5pZ|ddq7fl6T8`cWk_@+W@E+j|Ab6+ZNtV2 zRLzuc5U(V|Tq7OMr<4DEzEW_|krOQOzxg@*;nPLkPX~M@51iw-o;l#_7ju8T9!Oc& zwCSaxjQk^Ofm%6;!2P@#ZidgGb9Zn~M9>R~~I0=Wv65 zjYcafRs|q@BmI50GYk|uWZ2)SYXR-jEi|Mf9v)nrK6d1!2Gn=|P$!R&1T&_Rxo-B; zfWN}IG>}gKK4zJ1UGe4UgOj}-j~3pe-IHTS1_VOUn1~OT#OywxjPLJ{K9(~;eMcxG z9v%ON$|)~h_cb#{(G))9LthtaXP>lj{^dTh{jP7q`RqyH^L2+4t-k0Y^(Q9cJ$x9s z>d|=Yb4}+u0*Xj(esKfO8D1NE3cz8NGx_kYp3YhD1D+=?bp(Aeg z8H8)M5lwqfNwe5OVCCky%93jZ#NxqkDZXOhVoRK&%7{F8am=3Oj>Zp z_yi7nZaie43hmIHRR@>r=z2Ex_t3pDbk(9S2bpQ8QW38!1fwp(mlDd>z(#!U-6puf z(2qWyMLb2|`kF3t;dL17nab6gl4=7pE8XPd+ws6V&dOcPsR6x*!}3=k17+@h%XM_G z79l?#G;ick2wN}kdf7ZYA@XeL$y-bq__X&k-MmQ?GPm2@w+@GcCuL8GL$W!{1@X+- z^CUo|h4}G90;WLPk$7~+Ee-v8TAk}id=4V9LdgAkun@Xw%Z0FkXv{Y%L6!= zw@e0U0cT&A6#hFbuR?q2ZTuRb9ygYtW1WU7I46R1^Z!%Z@4sW^3>g zqv}0Q?FLtEf9f83tN;$wdEVSLVc7or5A7`xEm+Lc^kA5Z2X5j>PsCmWyc3GXz$F#^ z_Uhb4&(rxx056mI>S!U9oxCDxa>gDKNEGN!#JGV<yDD$N>wAqca_ZUSE(vU(lubxl{O=;QZ(#xzsc?CcI zS3Dsn%HuQ^Gt=;zAnlm4`d_WYBBbq}VjnfZlu7Sy_;~j;`D; zJ=zj{9mRFosj80riZYEwHt7#rql`bjbANupfr^pN`_{g8==8JGRS)p{P@W&t5_abf zqh|ejI@YYGVJ`d7VMG5Q6wi4?x}Jd$7|)91t9k|h8COB8@JF4orPxZ^=WNS-v|GL= zmNBjf!818Ek^QO&91GfsBnhnHoBM$Oi~DXMlG?t)$|VbrJxn%u_52}qVQNy$Nge_< zw1<}x!oa!g^FxbK0HRnM{TZ5k^z_x@a98tUM1J+d{rb`(sCf}9?lElx-Lsc=wjA7m zz$l@JDnK6I&1Vh92Kxi<*;T&&0wu^*l}xd_9R_a&m$k)TN`W;aTgyG3d~{f3hs2A& z1etvk$NOcZ2%ICIi}V)S!YMuZBV~DR(6}twAA!|Jg>xFIZOi^JBKVn6b5;e;o=-V+ ztu_oMe?BLkbd-kSQN}v+fP8e;#NEd=sva>m5;}5Ns|buzZPpI+ctO()ODr3>Ly)x8 z^Hwz@FkJoUmxlxZ=>#fPUZW4n3)Gr-hQq+g-mr&oTnoetx6WhK^U-mK^J^!kiV-(# z`uy^G5#*@7O*S;O1q-e=cb_pgz^VNCgOEr8-rTVcHGJw1p=%79j_k_7R@TvI^*jtT zhgG(oa7x49`TM85{oDSESF^uXU(frk&k_);OYBWVq;KY|(6V%HN;KvvExg^C6FquH5;?_*I@}%}en+hg=ihrgZ|n|(BGg4)fI%8eRSnhnrSehU zYuwLvj+G!knYs7QJTHQMb={+R?zV7fVq$a?8{c8hPOCyn3a}-^#V%>%4?lEj?j5&O zf@}6OVFUNVfJJ9-Je^A#`cFhm(Jbbn&jU-^6vNAqj#uXG21IwkB&~*DjmHU2^Ty?+ zyl{gjFHX(r>ZpSJlW(RCMSegnLcrGDt_A{h@h`<J)P<{VOK?aS!^!xGMzU7I>bUQ8F%WTz?6Y0Bhg%%PLaKc3 z@T`2+)BKnMj53Lvuju&zfy9XV_;WdU_15kgse~VtTYXm`F%$!%76RYyX(sr%Oq0oe zbqf`KbPJciinY0H^WQ^J>gM2-PDdgT z#87^*nD|q_Lv@$`XpdjzmCsM`oGGi&z~VEcoN2X4=f0M%#G7Imv+%4v&TI?DEtV@u zm)xQ5o%+^Bw=A^Ao|0bO^M*#!O3g<#(vZN_{WI{aAK(RrD(N^1LnsLbp-R#Y$o&gEeU%#l`HvB=af6lmju;OHOWKM@wyu#;yzF?@>(DVyS^|r zE9{3YgCFpbGD?v#i(#J+yBrr+D$(Fnvt0iDIwa{(fbG$xVi?yJ=r~5{03or&{YMPk z;i7fRLq-xs7|b2l^J?`0@)7qwv*!x1-PEz{W#9)#o0#b1*u;UoY9H_EdNpbmL4Xrb z(v5h~c}yQmEd~cUBM<6NzHr{uGiEKw4ch8$?o!BWLt;;r4zZ9gR7>B_B*7Sh&B9@e zcRPMCC(}Y1m#GZxS#nL9qE+ba6=Asdt`5>(oDHW|@$2a)eT zE#Dg{fThOXz1biiIH^-eokoRCOE^_0H*ezygmbqd^zy~v@BIB!-u`WW5g0x+ny2!& zJ{R{|5L0>;|BkN~*MjFVsu)ClciCB6oq>63 zEWwr09YV#Hsgq8sK(~oP=J9(z5OaH&1XoA}i0{6^lQi=K|DWjU>nIe&xaMrUpbB;4 zjdxW2Qin9hDY|0_OF)%ONq+vdJv?8YmhxA3hs7H)GG8qf;QEoMu&16rKr?+M$OT^> z9;OZNP3ZeUHfQcp)p#+uC%U*UcA*O0mr9ip;;Ki2HRxCI#*3kbJVZna!nxDYJ{Pfb3`?08k6d5=8= zlgH{2?6Kp;$zO}%cH_41t1K5NL#&T7V|hKp&N!nYsR|Wk#4(;x-k`Pi`7N?`EGOP`>%hqhh%dy%r_PToGM|{CJa-TlE0jeqNj2!OHfqZS&D`;DkFo zc$Cy8+#wH3bI<85d3}I{{xaj^2syamO|BwH?gv_($-EY1|9!qrTZ2{1VAXHFh!(?C z`L#=a^L41bn(R=(f&DMi{l`aYA!&V1;%Zb^ZZ+NXQ$51*o-I*=X&#Qtv)oqeJ1x11 z!^F>3Spqg$Q&;(C9pGt@Fg3NGJJ5)Brifos0BWi2FCUsb;l_D?4+%n9u>O3cKlG^= zjD66xvk(!2P2*XuS9E01MKEG!$n_Q#W6};4W}}A>WJ@-Wk9MQy9*H~Za~uMCJ)b>N z`7~4nZ^UA|d>18nGZc|k>w*%r7hTh}ItDDnrH`0oJW;+oR7YuohtP(%hBi#~#HhT> zXm@eyS=jdS?xH&vj%qTVyqYY26zH$&^RQ+AdE(71_2M7x@vG!hkz*EEt3r1_pUsd+ zxQ`ePdUf@dlz@q%Ze@;?9egi-xuBfk4wTzlVN-%~&@UMuFmcBdwCs(oqobuDR<4V^ zrw6+px?yyzTQ+LR; zSg5jHlZVShUmN5LJ;9XV+e^1u83?^>dcXU=7x>@zIOB9w2&mIG-qEsEqs99dwFcZ9 z5Gj6H9M8HENLm?x73ty#c_Ah#jd$E(jd%HR&441>d`lCSgm9pP?G*Pum; zJ817$njXET0F!B|ZPi$R0_Byxlzg%vr5degJm&=}ieD*x?SvpmQm|%WvkJXP!R{R( z+ko&WNf;nw)OVyUSrl;71lW3#y) zkzudA@Ft=Je&}=1JiqM#oY(i#q>S9bboxhi@~%AGiR5%9&+>$Mq1fuiJ{dsIPTj^U z^@1lS$eVBP3;yT%YW_6rp1yH#;tiKs_-7{0(%aoc)wjN+tGDv%jPym#6@4u$8B89LwNBa7OW>A;&wz5yJ zkOPZ*P6BiPL$p{}#p8t6I+};SoSv2xg9e)K-P4}=g3bq2eXX>xLU$=M^0}|#z?dz` zrutP|l*aUoQohR*lzUftYswQBz4EnOJ=KQ_J}keBI$RirdJXsOFpCpn*E?O;7EurQ zNgImw^YkQdLiX=XRNfFtLXvD zS@qWEXZe9C(^N3yP$Bv*wEO#O$_iwB*XC(uK?%6MR}^v;Z~|j%xpz7OZm_6Xo49{l z0j><}@d}@JgVl``4SYgLz>y1|n!?VH5jPUu4;T;tG%=bB<6el8d>CUii*7_}>*ING zJxbuI*IMDSp&zVIL=|adV&Fx?_K?@4Hawrtwqel6Knf0p-qjg-IJY)XRE?d_#q6AK zqhXuCq}*Vk?qcfQPx4@9 zywHo+hXIFmuLi?)6c+sPKaK@s=iAbod7g;~z~A}%r@Z~!{vNuSUyGF}_}xE}Bf({N zJA0ttta z)IV9b*tVBIu!IG5*MuXOg;xZa$+&^@&*MczxC-ziIeq*}I|giimeE!$qwu^-pOwMi z1LSL?9)9B$fHu<$^b*AdXjTa28)ETt4Gg{~VV;CphS#pRVFh%D(oFJH#MnGYl} zBUAF=7T=gw$ch1h7MIR|5(Lhi$7m)=dO%_{1KLEj!UF6%SVkZ035hvM&kiUVZFSv)KN= z1J2r^80`A=%=uW$2L&jO5>ZC$Xc@ws(OyQ3DFN@Cg3p?H!YU>NmE0mlIgHu$_ns?g>lqGNmC)N0wt` zNJ^l~yZOb@Q}(baDQN9G;0l5=ewYF}S)e{6!KfMQ3=i&6bNaj&g`&epw}RC$a3P-S zsXY%5*tdz!|G-Z|>AzpvRy>x8*neKV8Mj&tbMy&0DT;CnrGSCapYZ zwg*|xK5z!i3(R3WF9{Itwz{y3Vt}aCb0=OsICj;C4q4VWBZexHe^lB4Et;}kH5YLCX zemYkmz9dSpfz8*tDZTCf8OI%D6b7$y>&byUNltb!_Wt~P!zY7oW+Hy{bNJ6BN+5_M zPnLwp33latnEUr!!9aAf$T(Xb&W=7g#Y5}@J~Ax(b9e|`H1j-BeGB`1;2RgjoZy4M z^Y>4A`?viy{&e#QDLL4w`g))JaA3i~`;*a%S#<4#H($ z{&V|W2}G-LYZb?1K;gZA-t%5pNYY4_3vpM5sW^)-a`Z0H9;n;mJ0uBEI@EYP2m`4$ zl1D#%7l2)&%kvmLGdHpsM$?=+1^d&8U zgk^H$BwB?>O z?FD1U2i_DPC6;M_|%#{hoEAG5d1!pnovvWwYz8cVPdYZvU@*Z!;c$S2qNGI=GcuY#NQsO<+zy z!3#*AOJ5DI#FNx-&y!vBD+L@;`juE^7f^gW$rd%_0*{xRBFjVN;g%deF6E>R$T*=a zC$5kbUom{~{Wcal%2~YyoYp>iIml5RdW% z(8`pz_oBy5HSBSM?a)rS#GbbS1E}oT`BhUQN%V)0+r9haZ_olC8L>1CDU`9^XD>_O zJ}M(7u+%921sT%Qy29K-0iR}YXg?8!p=osUhZ-V?;MPmBnxL!y-~WC)`lo(lOT%ZH zF=?5>Xm#_{A;&WjNKxa>1y=u3*vfcXp6=iX#a4MJ-X|BR8`w1K$BsWGY##ZThS`8d zr&>g%5qtr>=9rK=1=eW z?3}s?d~d32?ln6>@cpAd<1iN>>gU4&&yWz*h>HHPr)~=J$$v(Fxuq0zU$73*Bn5%r zob4TBGiRV4CmZPG)&j|E`dK}>w(#y^m1a+>4Dhnff7)tw0s{vo*3MT5Fe=RLzVi)1 zQxdiZ*|GWIILd=h8uLqm?AzGxX1WU)j;&Rs}#;P8WD&dfudm=N^M$&CoeiAG+x?FbydQwoyy zF=la`UTUOS<|)O#@Afjd zJme1TrnwWd?JjUyYIa-np)#o6pWSS%wT8DFbc-0#i|}P&***TS6EHPI-gr612a{JQ z6gc@q&>y@f*fIRk$meQi7{wQ=E1ChLHO5^oM_o!R@esuBQy=4r6#>U)I3;v!x9a0h# zagW1eqd-=Z{AKh_zWmgFh>9PO2T_tnmi5A_u~Vk-Bt9Mv#6dh)f$dn6sVnAa+q0@i=Vin4Ep zqBD(8EXz2Kfv2pd!&NNzzv|k4dKms!VxFgHT@~|0oh(B}UdH($S#wo#uGsqJ=c#*| zlehq_&8Np19oX@ONm(V&rW~9^^O(4EEMN*J=0@Zy7knO0E53ix2DsbkSDxfB!Dx-J z=bo}B>arQuZ`u}!EZ?=^Nx&}$jIVci_zVVgZOw9JJ6)kM=%o3THbvO{Xs6IqZUJrf z24vETypVCpL-C@L4WxZg?_oR73I=&UD|W*?(H`<@^$3C>g!DAd>QCWv$YOHCi`aI9 zjU(y}9_y~4x9G6%5TgWncO=&@9d@92YF%$bJ3K zCu#w%4fM1vP};%|Rpp1%!lH16j;G4e-xKw8l~Y!_7=*l`Iy`y8q#QI8oW;8m+@O@k zd%%wa1KpDkpNy+0frC`TOSuUPn8+08@k{50bn&uit*bV`cEc5l)$WjPOMJ+6!^EhC-3b@q4rq7t0}9 z$kk*x#uMCJI2o3yF)(oPi;CfCbvRPe#V9^w0f(P>)~LP^0Hb7sN%3noKuLU!Dr}k) zqC*m;#j)+3I6)&iCK-erDoiMAwJ3-Fn5Z*_g>FFl%vy#J`+g%hi_OthPYFu5R}D8ZH}dEe}8pmP?%OORn{-)6y zHs2@ltPMe{E9^5QWjppLLf5G-9%}5maGXvmadBB*kndadX+Uk@__HrYHB|q7zTOAs zjeE`<@H6W#rbhR?{13hQrCH0IVpI=H4(z|a`|G8U(1gnxWQ9)SJt(WMb3*V0#EOS{ zy1+7cw)D`WFEE2ge(u#wF(k;Kdd=g`5VO4AAJ*gm=?4B+$XaCJ^!7;83t|(vlN$bT zf}9f!UsmP@3|fF=1|@@35(7}jny26vZ=s2Y9lm1x`cVcB)#KrNFVQ7JqA)LoP_%S_ z!evdd70tSjCg+wqN+{ipfPk6C&uqk!s&R`Dgx4C`TXss`Ias({kf} z{2cbZx=HVM`OgkW?6+NyPm{%vx4=pwwBrDGl}2*}LLK1U6H&oOky5ZpvG(?8y)j&M zAwnD%S>b6VKl1$}R?qjGgfbTCA)dhE7_O-mD(G9uJ#6lTEG<`BKf=zJ^XVsK$X<1Z zo}1;a1_=)EfvWu4z!e#Ajody&{oWYHCi`ckM>wFD_x5qJM_B%*$!rXr7~q&+t=P1N z6}qFbdfDQoGvYBz72dc~4Bir3gU$&qU@jH7Z@B6JlyB*AYCB~C-$@#SM43Qc#*wZ= z!CWBXdVcOEfhCX{t~*@!VT3%IQ%_1wEz#zsXKc#X{gL6w&tW;U#c&!?zuv_bh|Qmf zK7IF|BV;M7dktZ9!LFD-gFMv~UOjgYULMEhM>kmDxVTz^+F=nkgg^jd79_{UW3AA+ z&b5=3^G?Wq_0gfP*!3s06dndH3@(sIwy+TN&H+4!OJ7}GmjNeF(8U)vfe$qCk93VV zA-QOd@9ldF;6Gktkl4lmf9LO?^7e20WAc^DW&UpYTb~!~L*$yx58j_B9t&5WL#%$= zh1sZ-$B$T{*-IQf?rE;b)zz$@+3$+stIMp4Zn!(_s0taozjuHh~gC?mrK;X}uq5vTG|J~8b26QMGK zmSTPvNOn9e{&n5~0={h3)9lGW23PX!r`#rRA!ymhMV}LdHPt!}&s)F%Ng{(}69cTZ z+Rla)SfLa+N4rwaIwOWTOYcvN6vN}&6Qn_WE});Fueg@t0Pf`E6`9!mZq_^S7ubr8 zVP&fBSZ^Z-NMmxN`ARIH@*&=Ft{?{R*q`G+qHlu=);gN5DtRO84@P~e+lm37#rR`= zt2@Z$Nz3IaI=}-O{|a?`dFXi&7E)qk1XY!Ocb^Jy!xYQVgAF+gps>rq&vRpj#IHO1 zY>rlFP*u(jahMab?w!gV+Js%tHROyLPjZHx0qw%#I0ty)n`(38nhaFF)X}*!WelWi zyOYO~8?-a<^>Rp-+`1-4M z|N4B>M6xwY(FFZib9+ZB*#^0G3-0-UY{R}^t9f-^>^&qiwj$9pIbi%$En1)73W~I~ zno?CQ!OX-~Fp32QhSDnjN7cG;?Lk#pv>X#GEeIt9B%8t~f+3rqSba+jyLZf;={x$W z(AP?;ei$7+ndI?7=MlPRVxG9%W{Z+PdXiGleGl!`*-fT6sf^Nmr;04QUx%`#80tS5 zXGI5$CqDHHbfR&xOf_Hl*w7rer7Sf_r6tV3Y_0csa~AeKa%$5y|T}qPl4z??-Ms z!5I^DN$`rrikuB%>ZWAbT$TeouG`)7+m=9v8J;ucw**l;Nz>@(2yks_*3zWt!r`m2 z_7SI|>~$vS@)s}3dPiGCKSY7~C^moip+QHR$gmZt zn-=MO3ATjNo<34lM*za2TPzjF^+4;K`yPuCGw5U;UZ6f^2BAJPQC)-QL3~pBv#y~9 zdV=Zd?t+~+A~k1vgnKv#dXh%t>Y_csS70h}qt_DhB;GzP!tS4B^qz#Wb5IvrqGD#u ztofmI)wYJS#}xeMmTq@3^FaSS%z1+l6Exp&&F@gJ4R-$wj_X~dx!C!D8?4_gt>DPr z;XZq3O8|Fkxos~L6fGi*R7SA=(mL5chB3jE1)))Fn<>0LS1@aQ;ynDFzkkZxzwOUe z-@;*+)9816X{xaLd?P=|pKq%ivH8$u{M$}O%#!;gz!+t^n03ZH+zzR@*fi6-n**H% zTHiyPZQ*cywQ!`RC46|DbXcfa3c6E&?lRQrf==3{j_NC{aE8VLXSUrG@RK-dbG4X2 zX^79!I>-d|K9@>kF=K`v?~BoW2TQouYIlq$9EFe8FKrT@ z=>kJP)%=Vf6FjHA9+_Kj3ODk8w7)oh9_Zkq>nIx!O=ziQNTXmGbW4ihUno6 zapb7XiXpm+)BIkX#Q~vcxVB4EkpmC&&W*+n+Cm?mal#pFe*)j0f7Loe5^z=YG*$?8 zfiT=$NL`l|I24>}&ZT3YHr@0Nngxo8+Q<($xpHGZX z;aPz(i=F{Bc6@jxLD`CA5`o8LSAQbcbpeknC)wjT6JYQ#X5Xw$L8*A|?bjCi|2$v! zZr-QU5;XtKPem_&U-rmB{=DPSsxvAtO@7;d>DXVdi^ZBkldBqNTYZ$SNWT$6WGlU@ zUfu*xD|}BU>AZz2u~{L@9}-|B!9D3(n-;804p8rnXhNC`XXbt}4`h@0nc5_10Ir6=pnS^r=nfPu=@qtJLG9T(g2pIR^mJyEuef8lS8M?1&Zn8_50X; zB|3WgPu%`Wja_H%vd}@H2a=*@E0G)&5TE(YQ~iww_Pzz;eQp>bYofA6?)MXbeq!N4 zPJ|XL(QPItH)sMrk4}W1G7pT&($)I;YXHToBMUN%v``nTMe~YS4<46g55kZqSQp7GL#@Y9}ZJG+|D|G<4 zUWx4Tn)Dz%(A)I3LJvl!##+0(&Vua2-2eqk4HR$r#`pRnC*(EVVI$=eiO}Bu^g#)= zExaHNxLq-?2_l9D#;vC%K+gW;93i_V?1ncfjW6@S+NVH)C&l`}fO}E<{&#kOuacy; zIN1C9il@@`!wAt@eNyw9G!c})nSLkzrUgM)V~G8>G-30Uxl|MG1$fBDt;Sx2+kSLLblcTi6U7Y1(vvw^AgP%r{P=MbfpFo(1urW-pj9oB&ZyD^NfkosF$F#t zlWFq0rGe$kL}^cf`8-INJUVACi+vvBY3{TE9l)y#VZPY*w$K$5^*d&ai>z{Gw=QT6>=4M>QUVvzV%6a;O?0QYIj1b#59 zZ{%2-&_Gd1BI?<6BV;e8nN+Jb0TTEJS>~^4!DZIGsg)W{__i9jFQCB#iF8{T-~6z7 z-jmy8{mZmq9~Ms4NT3Hq^a`9qEtLOxzSh4VQYp~T`pwUwu(?aaL`lE-+B3GCKYK~@ z!2Un*{=Y0;xw>x+fp{q&%BU= z^<16I*UzN^m&3Q>1s($swK?X~#4E$kic3Wo>CZx=_?C6ffEKhB=hfb|I}Oo4Q*IS# zeMQ?%BqA>3zd)z&L}p1eHlv;%Z_AGw+o3FhlA`xRvHSP!AwfB|r_txfz9EK(Dp4nn zHZJk7^JsEgY|pvK1~l#>TbeNaIn?)d-lE{cJXDwtA-W|qgM<;po0|#mqY^*lJwJFk zpm$j<=oE@p(DV(>ME7ZnKkL0&^JjZt%SX|%y7ctgs0f?MR~Z#OsgdtWlOc`GTQiVe9X`wC`gd$+#<@7 zhHFVb&m1?A0mGJ)pQbArVX8PWkiAs}uFQ#T1aZ?sS{&obppZ7;t|mO7z}|0U9;aJe zgcce#*C{|A?t~EO_qn&d3x##IGnbNN4Pf%xB9}zD6ohD3tzBVS&&HsYwxjVrEAjQe4N6>Sdjs$iciy> z!tM*=@S2Cy+~O=OIE^OUTGE2oo7pB(w@r&uN}DmnO{`G-{S+6(vm+(u7h-MM*MMB$SdAQW}XgPgJ_+B7AiJ*Z;lm`@i>f z|M~dztbO+0Ypvh2*4lfYb@uu`9zi|1hh@z$t;3H#SW<<poaW|-Ic$(Rwka8Tqt<$5by5iGW2WL_030S7iC zlB##!V%B&U zD}`d_ke#MLoawL~+8uY|aTk3bvh!qcrDHVuqC5ZV?@c(%lOkMd-3f^HdQsf`qzdMq zSk1yE2_L|cGR;=ki^GsiP157!gwLZP;2anwmVc>i(7naT)7)Y)rzA>f=gX85vY z?CC%sAe`C|M@qC6j0zGr+n8*F$yDoCL({naAN3^S$ul*mR?%)M9bp2JiG)|rEp&0e zzi*Fi-A)goI(5f|EM-w%SB*^57B$Qs$(Fo5xOMZR)g6q|XSPE`tM%;sq!dtdr{XJx zbHI7K2O-+|T5zI0*LmcXB#6m4+Qv%i!LCnv(&ta`L2}s98`EQ0WaaD~6ouEf@kN`5$JQ2%{kETiYi(8b6Giko z@Y8tB9({~qAonLOQ6Ct;ofF<#ECZe$XOG5;Z-dun7ccIV<%GA>cky&*R0015jmT2T zI`HMiABKM1d(yP0Tki!hfv2iG-i-+?>bjTeM%AH-8GLK(%|<097{RpXv~97fE`;e5C=w0Q0kE#=Omo8`|1j0H z7LPPBg(F(8?=Ioqm*x#k_UV>{ye<24Pd}B08AZB>yEJjv(<2KngL74(vOqJ@N|ynw z{O9k`FX%unnyQg+po4nz1aapMWyCvRrr{!FjA@rh-eq3p4T9qvMa&|$0gueN$J)4c zki!(if^PS?psKcVsJ}!7w?6Dhj)^Zbboi>oYR2k-_4~>5b3{yVe9dO@+ZV8iiADpD zj87A@J}dJr>`#yi0kah5o$VG;0UKK`cs-2!cV8Fd! z_B!(+u72{G=2UNRVe$-kC>Id^`CTnzAMUUe&70+;LUey#JCl|?f>cW zjkm>m=FZcr5{Tn@--|hqZI~0JH(NLj^C420byoS&U7&uzamifF2`qHZx^{62;`+!aH9w5N(-&cD$;?=l^nD+u)-kyeAnvF4J8h0e}Ts8 znJ>GOmY~O~s-Zm5sfcycvm?w+(ktqr9(WREZ*7zJQKd?xTS^*)#K6xHvfF6IrUa5=cOsIt?p(QUY-f86T76*oN5~_WC+2 zr4x9Gv*zz?6@Xd-?Y#rIbv}dwWIA3`bWn#FuH3w?2>!tnH=f7g{8eu#wT4v<#Lo6> z1l}eCZ)Za1G6_jkv!*jrBpif`-)bTd%J#qaQ8gD;7s4{(DMoX*$&Iw_cZ?Xu$z*zCoLJr(IyqA78 z${)F4`qM;rAuoxa~Hopxs!{8ajW9|fLFC033Jp{r1v005fuNdr4^$dqC^bqMU z>9u7>5ngH^xI@%S2Nb=$26u5>&xdhtVf>Qh@N@tBv;FO_&Tm1bJCfK`>{~yrgCN&| z=XT%5m)+dCVexC?-}Z-zdtH9%B7qb*btt#8%44!Z>{VrjoIv9pd!JL(W)M#$A`Ood zgG!MDVgwb;V4=Bx&l^4^7|h!}5}3mXGq*b%&v2^&RYaLZ*cxhR@l+ggdMbg`?=<); z-rj~`W)e|(Vd4brzD3N5UV`v)#yPGM_udg!;FbAXZhEk3*gKOpst9@VG7=Yi=%7%h zlx4;U7pI3$iEkD|4zBmaM%b(+5Wk71-$$}-n5zkva-H*zPC}Kuw5G3lfefxb?X7)PDuzUhckv6g z%3?HvuZ3+fbOacUe{~^tGY}qc5#hwuFM0mebCV!OXmF$C?X1CqMT6dBNx8MqbYTB1 z`Bhc$duCRU^?@3asY@85A|%i;lZ`p9eKMF%_YG^MNSt6?EKcRs69M2CACzPq5d~MO z5sf>q>7Zy%-o&y(5gc>0Cj}1B!C{g!-c7jibl;l&4*z|!zkUCT&STeKC;k08Xr`cx zCu`^St$%&2h3w!;$#4DZ=j(T3jZcaI*JhNc$6;G;CWq1D>L7J%JONUQ3`>sP6>xl$ zp0Tx+5o}iuz%WxY!>m25H|OVr#ZQx5EYoWsXIzq9t7$9fj~3poSt0`I(1O|XvT_i+ z!#S*&_Y)c{YBWtuxP^8qBzlf+NJbBbP9#Kxmmz9*Go#Q(OEe{~^fE!<5IV+|eW@&2 z2u=66m>t*_gFH?e+~xNg!<-(qb}e!{j+)txEFaC`p~R&vN$V3d+seU` zc#z)(k|mV#oQS*7&|2HwGWAQ`YuHqAe-V(4aBvP?FpIU8VSma-X1`{|~n-jc%{-g*3# zdYBR5QQGf4p~VcZIV;W|)aHZt{N8RSg@^%@yKV64#8wF1euUIdVGX=E9^gi3BL|6T zh7u9(pU}_!@6YzPzdFBkL2pjQIiYXk=N2uNr4AQIXL%gCueB_2+qdc4{;`kodWUty zQ2~iFKkow#j1ymP;R!n(2&KTeFW>pw-|v~)MgoZdS8%FI6HBq1r@=>u)nwRu*vgn@Q#P`qs}Qju%5krDXwG_ zI-$O8sCh;f6Ree~ErT0RsVWDg*;<$&VDYGc4FMk<^mirLUAqR(;Gcn>vs*#1jFDfv zmI%nhZs~4ekOPkiz}W!0#V-e-;(d z&^g`nq6Bw$TL-+BVYDp*?@a3>4$!%A%u$*AJsR%Z?^I^W4MArsJ4a>v(6&6{}YafZf z;8+;I2;ZweY#1AkKG8NR413udDx^g&MEF1EX9oKCK^IbqN27dWP%EY!xfS6&KaXYO|))@gJL6YW+uK>^3Q%LTYn z-y)kU$}zN59Pr|7#8Ca_H%LUGbog{RH^}9yh?a8oq7EV!&6$yLOi;7$V6N?;g1=e& z`4k~3@V?XNhuMRR%efbT15{jH zSkF4qkANtiCU0sS(;4RU>7d)7f)&e4;x|E3V8yL={ut97>LrdSy%$Oe431HBCVj(* zz^il8V1fe{Mn8B|W8Wi=(6e>4UO2rklbnWK`q0n)@6YzPzdFC=aq`bv`?PVX%=7Ot z@y{YgORHWgkUI&zp74+YIhoNMs?r4{Nosw5>JTNI*iV`wNH~gK(adgrX~hXGj~7QJ zXD86ROr3Pv5iS^iXcx`MOla#Dq<)7kJkGF9`os=)Rp!-? z+~1)nHxAVuxOwL$zdRP$gIgS#e*yp5d>*s!$=9^}R`|lT%W|u(iWxHpOzn#-gO%=ocjC1cy zBp8vVh4(q!y{`~I>SUWzx>yU>8nrpE_k9{f`OjEj#S1J69> zYAaO^3m)x?H6Ds~IKC8vt$Wv@6& zb?f}{_`jRppX+n-<{W!6$xiethi;~bsp*$`-hKRFc=3%PI{(Sd>;m4-UmpK+d7D#& z)oJP~k?!>n{(C}EfBW(AbN!!%QXW5X$_Ql@(vVJj+x%huKj-(mZ8J}tMt%BJ<9+F3zdZi$*1p#}+&a`V z^il5t*>d7R+*Ou8eE#3fAAhtyw;bK>tQny~H>RK7-8Rqg z|5X3j*X#1K{pY>Z$3A7f)}rcWNMLjcLHU>o%dSZ@g(M zBE(ndCrT}9ge{GzN18wmi;K$n?ZmH%(cq4=H4U$jiOi-aM^2U@%aLbPrphgd^d5JF z^ZMf}j{o`mKfBFTv)K5c*68N+o)^*2CaN%mjsApnjwy(3ZQ7|z!j#M9!`E__?YCkx zdaC=l=0(wHB~@v4p)AIb(DnZQ+F4{cp+3XIrgbmSM{DzIG=wKs?EhZ!f1TP% zcv*bYZZkBnJ$L5fshSn_`S~nk-}wZ&MPnqbDvxoHxq&%ZpRB`RS&S|RT{!wKndEEv z%j168e$S|dKA=)@4ceD808tNj-h6xo<1S%bUkT>o*Z|M4JV|V5o<7` z+ByFmRPIflqgB*`j9&{%oj#wn;`r|+|23&B!T9InOD5=!_Lib|v9~Zb)kR#vHfd&T}=>dCryS)!HiF7nVAS4*XgU2(klp+^s%upLA)1RL&5>hiAG|Gj2k zQWcCB4nYS(FC~J5%SsMo$P_Sz-Ljl$0v|J#?yrY=tw6K+(6|OVWuY?~PkIJ}f07Y1 zbt?|hl3(Fp8~1LxJ>hG<%l7Lg9v;^T8&liI@rY5H8T(fEC}!JcrUb8s9;CT9Mt$~9 zD>^QAf6YsRhlu>@gGpWCm3qEq^fjT}?S1s7WhvrD9MEs*v_fCT)3?1db4QWHpr}v( zzVEAyzU9-hK)ax4iFOY))5TCXVD2PEkxO0FMe4`IZYl1*u&n3X;bgj)8@!vn(cUr* z<`2xzFbq3|@+VTG(ZEtweN^|<*W;J_{j&XbI$lGyra`G3j^4dCNA>K-<16wHsd*$D zCEJeLI)$-@aY;x-Vy9x(nRKMF6jii42#dD9JeYY)xB^uzwiz^3ey8$&FX7LnoEojF zSvyV8ReAI>^IXY_`sKyk%$Q;DN2;b#7HviY7@nqv6x&@^h*?U#V>f-@*W;J3d&~BF zop!L2v9T3JpvQ_r<0Za{EAnS&zTuFyw*w_vvE)**rmtwvjTmX=jn1V=&*{dSiP3*d z9sFM6A4_o`O^Bp6KA=eV#4=z-{#vc$CeM5Z&?OI>h`O0GEA+E;v|Mzo zsX~I|??fVPVpi<`Uef{VZf3EN6`v1IrS71#q+qON3XVlS)?qdHh+n-791ugYWMRdJ= z?}L*ZdMosEx4sV8IQ#z*Z8v6R|#iyK~!9{0=kyVrDePQ-7D<3qEcQZl@Yg?!^6WHmbUXAK^CBn0>Y8!SZ}&4$2)wwL@j(|c zI0@+-o4W~fbD}x8{A^~QIZ-QIi}*| zL#12sVX(JC>eL4YJ?NFGWoo|d1BM?J9Vv<>;M%}qLt;252xE9EkLpgNj}a6~O&`aQ z5tnZl^XX*7)vxDsJ+>8HH9pv&;^T}ywo;yJU}#2%N{$oBACyN=tuSLkR^4cEotkm) z13)ID^|n0KXHf~c(b>^YJs42!Yf~ql!>x>pZ@W*u6VaSiwQt`(j>6*mhCf``{rMU_ zCNmHJ*&fUG$F|ubGjh6kO(Y5`xcu=>#n_J1n`qfCAS0^s z69${@(Csafu3oiM=uV}a>r%`Y{Wd9cpY<=>AN6mrO)s-yk3#dRM+^11V=-dN#celB zrr`8(Ilm{_!dRM#TOO6ykAjxzDLr|1V>lJXvyK24`PiGeSb<$y8CY%ylay5_Le~p# za|bO;AXM&uE2Xy=l=J1c#R;7_VflE=&>uOo{F_gc@gLsts(`J_~4mkuK;ikJsn+=aiiJtbf`5sK4`$ z?>v2UEK<{VAQpI-h^Z3$G|94V5-KRDHkof1z^a!{pZzqS4H>UV?~99BgMPgl+0)@Y zFrvv__XtNYZBaAxeO#OgX*an~3YoYBf^RWUVA_L0!`G3Tb6oi;z;XJ z_Qx#7&~`3CSECLC#J-rEy6;3KYB^`nS$Sj<)7NdarJ9rkj+%yAol5pVa&Ag8cca#T z&8&Wxj^dYyl6qZJpY<=>AN7mYRc>pMOho>#8+U)OO~sT4tTDXva2zc5znnbg$dA3p z!IiO@C=W~t+uDX0ZGpml{qVlW-te)E-i=OG8?eW(5Ai6cK%lZ#t@=Ydm?`QU<}keZUuF z?u8=e88-Ltc#Xz&@GHqnjM3OrIiVbyF?7%{lCaOs5H+P3X!KXqBF{M@wqW!LbE-Ff z%c3L|9GEa~9hTUGhVKJOUp@(NQQn-sqVVN6i(Bg_KkHw%KkBEM{UEu!?kK8q$upn7 zkcH8hSRZ%2~50r$hym6!(1>OWR;I!uwNH|nkn6+J$Dg>@*Nlpt z9f5j-rG~+JFGwqRZeB`-3v(L$qPCeV7`!s$hZ#+^fGNOD;@xNjbP3%tdM=>^aXRcD zGcIj`#pZK1UD5;~&b*z8F@qj<@J~1QzNtW?_q3zP^Cpn=n5yZ!(1U37L!7Ye-ARP^ zzPqw}!X7n6zZX)GA%I#Jy2XJa+?;Zn5Phs;13IY`5E1W4gbr_P)Y_7WBWHf9F1CLf zf@F&Z358-w;l=5Rj)2Es=PW`-KI_L@wm&%FNcI`2ggwRRP2s(|m{*rEPX?NNyGmcf zHj60rVyz8WnXOYj^BQMCDXZ)banmkfIpU$1>*oc;2Q*tEWFuabm6`tFVL!64hC_|A?$>Vl-dq<9D$gO;H*d;^1LlG zz%;Rl#7OG*O4X+!3U=#PL4ETG|IKy&C4$|E{yDkr@f=D>J6N8RKkAK$6+N#6=r*It z+Xa|Y?BwV@YllJgp7r2}o;+q0ia>=uHr+}O$Y9&XiS>8rzC^SNH-7tB|FZo-K3=w0 z>cGog7m;B;hwL8O3QP+j7XOZR9~e^xm5~xKVQDs$wr3I+0#)VXR#qk#IPzBK?31%z zkO1q5`*x{ANK7iL?X(Z9HDc?J)K>xR$v3o`l)j+G-Fow;rxZ+EyfSEKr-wS?C)PVQ z^&-eh@;hwA2~U<7UL*_NK_xFTnS{*nV7JISrbkXkQJMcJ+v(|fR3ZA9t-g0R@+!Wo zNOPDHxX7pTEDU_mjV$$v$gE~0sEj8d`B*S^gpnh^uN8lW0?%2}4_iJ7OWoFKigokw4{O4DQ zV;-Lc;i5s4O}NM@br(7oV?#ZGV%HGy2(vn@-_&}Luge2Q^L2^dNB|rhE?{g9_lDeS z8$+d8C4l*gMq0>q8aPfbw%}~ijbt|PZ4z%`fGdM;k|~tc=wM@cSH_zO^ynZK7Vr+B zmrOzmo@C>wpLPoalfNA@(4O0K`ZPXN93j0@iMv0XK6d)#$+)}7gmDJZL=vEbgE#u; zF0Y64_F+VvwYi$eVQ9s>ELn< zbBa{GnD=}KP}-gPC@D{lr8rhG8KZI*l!-BVJNsRrI)!m#!CQAo6n*z-csH)UdsrU0 zJM9MReXFU~JW+rLtay`_aUSrIn3g?qcx6Q8SAM8iRh0-%tvjyWD7G@9vKe2thj4c{ zqWl=d3JrA-u)E`|^oa`q&$!z&_^Uf+IOt}dntU2va~3na%P;*`!k zgcL8)D+TSq&_jyoDSO_tQ&A0m?ete=N^&mo87K8S2vPhARk2!=OS;j*;iL)fjqQ+=(#2Y4^PKA*(! z983$|)ZA$032bj3TW(zA0Ro-TEUHYJFq|Z7Rn}|+Gm+h=i2ZToFum6%?XC_Wd8qwa zsMVj3=vR0`SM$ApBeLkZTM(NdhSD!3&XMq(N0kXz+^{d+VC0@{G^;ISg0iLY*#iU- z=;67k@kKpKV0x$Xg6Q0r@&98)zn}G6F9=3>N86#f=^g1WDqJz9r!(L4H`l=h8Cs^M z+hf3yqP=u^wgAqzAN@cy<_0&tD@>RlIzyiSW4G#hTtuu3dlu;!Eup9=E609=Fr4w; z+e?az(01>ZQg2W8pO1)Tw>IC+@q7bv@!zL#lu3L=L@c{wl9l%E3_uo?Cp?}PhMK57 zV&?Xe!9Y%~X@~Ha=bs-VV*RY&L33c})d@>ajk|)49N{g{Q!{vYO79J5 zSO>k{x|9VGu~E@auy$}?_@xro!WN|8o=PW^L@=yrbg`_)7?cVxUc9Nd5sa0+_yvz! zK@0H?s*s^SA5q5c=HwxaLoE{Xq7l*DyE39omev}J6CbJJSjxs*>)Qg64yn(_z+L!| zQxx(@&+p5t`#(mM`C0$Z1pA*OGH7um55Srv$Z6!@B!6T8rF);qCx6ffA48&Zo;_P| z-|7O*myYT|VToSyk_>pNSxNDQBKFWVoS@G}AWXQFxj``lawP2?j$y!4p7C6GON0+1701TBc*-7vE*AvaldOKS1b}pgA zicNFrhks2p|3UiaTXj5l3N$|igW(& z6M+YM6&^lPokN179q+D=*`dG|G18;Oq5k7$|@6Om5K6?t`MtClz-%z)z4Qwu_j=1tosOe(s4 z{Fu9_hV#NOoaVWDvCpkd#UQcW7NTQX>C|@%AZ~}_D88G zNyq6j9&{f^Chy+rrOnQM)w8@Bc-emM{|XEg{8IuND3h-6$S23&pNi5#w_(x6@dDal zELJMk{%a~qAk{NI_Y1aY)^f9YUW3<)_W#|eC~NrTjSc5dq6q235~W=14*#B}hqiGj>`6=27KdL`QSL7I+V{*JME!5p z26;U^vVw{tm>a_9WpNi3$oNm2Z2C3)`&U$y@1Fk$sXs|Yk@TS-i9Q^PINd2k)=9tr z+Mdhzy=D8o?EJ=2dcs>t$m(dE7lZdoDhjQY^pgYhEyzcEUkmomf&X_@lxcjc`!eTn zZ_;nGq$3so{irDBLM#L4@SRbV`)JZq`>j7rMTt)6yyETbj+(;HG#}#q_oJf7^9o}c zWvx+C_J?~6_f}F-E)j9dy|U;=5(VrWRBU;F`hNa>e>D|Fi#Wb!WK9S1j=s~E zR<`o_?_ZuRh~DU2}4YrbDC@{QJCj1l7}SJW?(}zZ`-3#VeDvFq}RP` zanLc`XVl=T3OhbF6YZk50k1q=<(+j~!Rh8{vre^8c_x5{-Jw_C~gKFDtccGTs z=1L0LO(-l}ENb|J9I|y}G0)9?iCi`m${$h&#CeiC#3HT$8Hk*uPxb7N|EGPuww1P5AOdau04Hi5MPmv= zM>M6~reR7#)=F(i2phd#4ez|fVGyniC2b1R1_PF=tjMkQkRRU2D<7`_e%GZhI%tLi zv3Rfm%PC#pq6;GqxxEKoZGYS7l_&|u?KD1@a)bbjzp&S21|QP3Q)2cEyhp*Mm+q>x zB_Xv$73KR2%_zV{JwK0pd1?^+v6{`$H$o@Rvnvm&k^z3?87-KgU#lP6O zseb<%Bq51U;P{~jvu;SP8$13HZH%rWiwv+u^x=Ur;;$xABX@nni?eQ@^)K^KmhF%F z^(EdHZrT!wI)fM2yt9wN^v7@V**`f6Os^`5@b?N~r3qSNQ;UxPEB5|#4sRp4kWee4 zq3H~r(n-mFg-Q_ka!oM7>>-%Fydb6#W&zwEP?qhF`rW3^SYzp9&^XzNOY*gcFnnhB9_1NMz#f%mVZ0A~*tL~} z=v8zUs1PxVh09xkivQMbe!V@AH#ey#>8JjD5(G8-l$Tznzbi&*b z)nlzPTHBtZ%G+^r8%i`#?lq6?j=M*ZIaNthis-6Lv+^b zuxNWn4PwsHpbzF=#N5%Xem-7I0rfShhjsV)po)8m;w|TiK`UEDb8+eGy72#oi$bwf zu5xAQ2;zI~YmoEyB<85NYIB$82;>?EdwtU8!A3r%>aLML1uR8U12n02@Xle=82M2T zAkmmt@ak8CTRWQv4unL2l!WKNjwyXOd6_C`txO^?&+Ze6%h(Rl4%!07N?6bdh&bs+ z!U&|QoLj_LiQ)R*Ofko)B81Iydur7A8ZEwX*_Id{hEVhK4j6ia4%pW4*HDzX z7t5y+xxFuMF^>gO=(mn3v#&#YEp~65G+4q|*XLcFE~5pXwDm=Mv~a9Gpnr8Mehsjv ztGRm|_!7%unTN7$e{BB`8%}4Hy~sf!=Z~$y*DJuBaobF_W5-*7Gpz-Bwj5aDR<}nV z49>tQ!NAE!Ee`PRgHLC3p9h#09MGb2R)hWunb%(8LBOo-B5kox6ZEf(ZXdOe0QbqA z+&ggN-iX64w6kI}T(%Xk5RJlz9Svktds*qh_@77cP6GVwuty@`?rs}mA%%_)AHc@Np-a|Txq5F*yMC9$d( z8GvAWhe9)c2uhQ(jebx^0{fn(l?loGnv2qNl&=@J!`*OAx0bg(D z$iqeCdU!~CsX7hyDbSMc^_)i!)Y2w8YupgOM&Vj{21@v7Ut4c{!yD0&o!G1Rp5ebK+nLs_;zw*P2GV(3^^ zF$x&2S}1HP$Bb)R4jR_>g6li(6DP?Su?4mQBTTwy;eP(wj*TasLCN@_sj9RWlpWQ%eESQF(={c=V9C{-lBuZ!aP% zm0^t?;DB=RvzM;*)*)<%g2$!7CGIBwjGSgFg;b0v}^$}{th<^n8mfQMXZ@NEQ&O_2A993_Vt5%G|G z*I#o{j%XIQ_N3<_+b4t0mwJmZ3d5uYH2U4}wY( zz`pBPj0jmbIy30q>L|tllBu2Y2koz+i6r+E1S%6KG(C3F%PS7ic)ClRE*wK58ShkR z%gMd%e?-1_@H9?vQxB2c3A z$M>mx%cHVJ$%%SF65Yn znjk%7VVE$W#X5rMvl=e9Ya1fbmiV!Xi&aQWZ<1H#&J=i7i-#1hNHD6 z5*POik-`Mc^ad>Huem6fQwzemRKt+^k@Cd#YO$ESefw07Mm~o1GXyyp3qtHE51!Nb z`h{@p@x)+k_0izVxum3SJ<~c z!Md(%GZ<8nFM0`*!sAndpB91!QAh@@vzqk)x=~y|`e-0=1sA1OHL1QgxCyDS^o>}N zVG)(SnKyNOCyK+Dm(vkZL;~kN#079%LXM{EUJ{9nVJ>@A7nmJmf?Ds8sl=IZbVXvw z3EzYarlK7MCaiwVMTrS3n3FQ|LHq60Rb)Qw#Y}7^I5si&0G=Gqs9)PO2XQ=RquF%l zAYlW?fd(#52n^O2+W5#FQkzET1;#btqqW(Ck^&nj$T8#B+93-1>5+q4dJYgq7V*Mg z<=0%4nL9M^jR-2yP7>L`bN$MN257LDp!YHjLp9qp4I8$S!I7E!X@XOGKR^HecU%;I7NY{?8VjTm zTBq;A8y{HAdUz2G z3aFcLo;3y&X3H!B#f@-lU!QA7pcS0Tep7b6{m*kznk=3VKai+Jhg3F}j)|@0qSR)1 z=RGW^hAE;%qp-q2)b1xaWT}l0=K0f0_GbSBE{dsEg;2&-D6ild6jbhoTdtch8ygS9 z$=EC2&q@q{qb`4qR-Ha@UU>S}_rMmwgzB?*2I@iAmfe?_7B|4l{zpe=`Aon`Pg`I7 zj<5>Pf6DP$@TSpVedl zHw$vg@}2%T7e%FL;gi8g5#lTK30!xT9i`k%sOQ*UfevjII4aG_f&5SA3`$qMzwAaeC~m((=Rw2>8e-Bz+c|XM zbwx0P)J-}tsVT3_40wmw@V#$$*4#za!_^kqx@Qo5BDd61vkuZeJFY=NkcWtPAJ-<^ z$|K?{f`b-L7m(|E%7WMv+^DFecq2tl2{NbXQhWS?5xs4?IF|lC8(mGIVl>{_iQ%Z- zkiT7I4h6l;(9!9!!`(MtZJ8zRLzd1CkEAI7I2Yvv>CF~S!+eMoW}Q{WaZ!>6%0qSv zI>GLdrc23;e?KmY^nC*U5&RJ(=Sadqd*sh^Q5@dKojQN*1UT;CNvwQO0ay3b*f^LO z0Yf1zM=ANQxhM?Whsx5n$iV~Sv55n0pU_}YqiJHoEwoc1(Q|Y|GI}_4A|WEY3{ktA z8HF}lqA7W$mk9!g&@r~`OJ&JIXu8M6?7+4dak8iqzcd73hbLP<0S9BTZf*b1E&}F>Q}CEQMz(CTPz#$ksa58O)iG4U&j9{ zn=j*k+5Ry8f0zY7V#I*|c~1iMcR-54PCu_zJjxFaTTQNdVATV^jR#ioD64psRXoZn z9_63KqrCh0!SLc6Lv;R=o7n}toh#l7{MChT6_4^O5BNNQ8+ob=KnqTGD@p5SAM%=ly zL<6$ozdanqr-%T zgRf&_*?t=;89mi~T=Sx6w34c{x=-CQfz9?R{-}PrSC97uZhoZVdHIgR}e}6bi2v#*<_(?QUN$D%t)V>VI`p4tH zZGHCEFztBcDt)nx^zBMG%5ky#YhDsOMC4Z=OzH~9{&GD3U&B!lDM>~;`F_+tCLYST zH1*5-U-zps9}4-Bk*(3J;FX@0aFmdmN3v0}?WnC&7;6}ZyRJ&?RLnY)jx?5{igpKK z(bks-Gj9o3psK|-gNDklui=01UVl2})M!=B+G&EW%A=Q==Ssfn`JQcF%*~7$27jb# z8fDRDG=Sl0YDlr&Wrdif)H`<5FSq|P6k*wZKVNSi|5{*11ah^D8HyA9_k*J_B#$p% zV|7QDlhbx}yzyV*U)3{m)x0cysQhT%_9dxPEBZf6N6SUWnkpnX{!S#)CT7L{@1FkO zNtp$&gMzFmbVB%%?`7M`6?%TIMSOW10eP?$+TCtr@BpoZqYzL9MNZ#+iDYE0Ts}R> z{Xf_DbNzqbw$z*XP=3f4nU&wyt9af2%kl5CPlo-8f)ZL|(7D6WT5pBFx_wL4D0a0W zX1AxaHQK3vJNzBtXe69Ji{rd~~ zAJ%Xcje6q>vF z%eT62hn?3#tP7odVB!32LKTOVXp|DAGkI)J#?aa^#3+%GjJW#se6Gi~qN~OS8&rIp zQJ6Im7t>G^l9_5^W2BQuG~U#FeK}o-K8NlTQ5+!Q6zz{@L1z(u>aAM4H$4~yZPC1o z!LtYjz95SXwMNX^fo;d8$54PChSWA>_vdGTWhBb7{jr7Z%7#wy6-1zP{WhOYj{TVE z?Mb5XgVW%KdxVyKB#hk{_@;aB+9aUkI9zd)MF-Nh-BmXXwukV}&dT1)3Q#}HJ!+gC z4o!-bJ|Y*k!2p||1uI~+5V_M zK)8L}Gc^(g#O91$xe$XfOx(xqZZ!o%lm}U8xP-CF>E!NPm5;(zx(x$aEk+mCvjn;i&(q)B3x+*6gRLUwWr2{MHbwe@B3$s2 zzZ6f-2ocrh+^;1j5ZR?Of}VM4$Z0`&?-S;yC~73gaX$`?vCGS3oTRW7HJLZeUdRP> zI=s65c<>;iQ|TEO;m}0JLaGn6Z=6G=Xz^uJTtB7`kE!w?H32-b78c&B;*7WxFC};N z&!af`frf+azeb~&myb+&w!|Q5UoO&H+Y>PxW-3p0R!#ta`{=auRemgwXXETS{cLd6 zvO*7US^;4^Hr_mY570;kY->%{10#_~iz3#U5UhNP^%=D*+!?WKdQ%+>I>QtmX=!SJ zo>nrIT{3|guA9wA4+uaPGmu8HP9u}|rEMR?G7y_PqZG;6Ry0uW5_ji>Bib&0_(;j2 z7f35lI4*OuCi+xWz4bQD7!vN)+g5(g0L_GxE5^%JA`zk%nF5DN%+6~Bw+_V+!_c_i z#`!fKDE;l(`xRPiV3Tim0Gr^KrQyp+lx6#4``hGXoP(4@NYj;AcZxF=b0Ig%=1}N3 zSYO;97~jW-#TxE*)XUEW#^lGnZ=TtJ^Df^w#VBvkz4eeD3XiwhJ}Gz8fZd{OrvJviYoE9Wkcr${fzDynRdHmn{Z_p?tcl>Istd61vUCTfNoh*zk*}>t+gng=^oYqG#lehSifEvh@Z?BFhig~9_dPq<2gRWlV(2mK!3%FIbu*Qpp6hoIfqPI znyHToo}fJPT#MuRQo`G)hXyk-fq)xyX7a zk1}so0Y+|^`#fpiTNt;=J*=R>iFNg_&5C?_2HrGZuQ|)>2z%N)@p}$?Laene)uXFw za97uNXJ%FqjBu|jXnLgyPnNVw9$bz9O!jch_>v;jWfChW2s0@`R^Hd3ccPHnZ z*YSI9&w0*sKmXHx^Lnw?zV^QMcYW6Sez$#nuf5;9XGnqs$C91oC|y}FNM!8+qvmT+ z^yu!TbLk_{f93-1EuT<;y}_TtLPkM**+ssVCJR_)c~dau9WlCvZIyjzV-4c#Rxnr4 zJ%IbCCA%ZmlYvEo5U-Ok8;eq^70AI4lO8o%AmDVy0Z=6&dO4x0MG-NY~()Ch{Upb~XPg8SK$BeP1F z7@WPk)yN&Co2&CTwJBo8lPeU&G9DO7tw39=w-Al8dV6i0O#f<}HI#n7maZD8OCK<= zcrgtns>Vn7s^Z{=i{_Q~f+>i2waw~O&jEO<`LapDj1G@(qbhTH?gGzZqP96QKY>Aw zurCFVsR8M#S5Yiqi9xbWng%m|5K_fk5Nk(`szzkGWo?V2Q65KU-BMsG1mSXuruV}o zgsoFlD}&j4aliYXCZjAiS&B2GtFwx7F~KxvptZ{uX~cF6frm4eoSII#BOBKQIbuylGwqX5KqGDHtD5^=@O%O7&~u{Ab0`s8aWN7`{JL%@Z9DTT zaNx00czBEz1)S3&*VdJRgyC@x=VK$lqMzkE8g~-3vxF6!+lL@YYWEq{J?4;;kn;BN zQDWRQGj@aas1@YGeM(=u`!JjE*fGbM1YFdVJpDXY;-}TRM;~STL(!iqB^T0E=$B5kgO3d;H)OkN(qyp3gX_pZrcu_8;fzm+3;n1yX=>0F3L zF|U!Va}prKz_=Rgah^+yqEVjNJs0zn9e~`koY6woI`BBeIg7FLCde~8Qc}B45XerB zQt#Ga$90m5%QxTjgN7ANs=ZcJC~|Yz%@5Lxqfu5I%68f+VY<$$lmeI|MH71$}Yx$lPb z5P?j5(jmHXImUaQNV`Dm53zB{J0^Xo=i=DOWqoXMG)l#bJ#8`Ou26NSn_3L#zr?og5C3zyPZu&+kIwUEu;PvT2Y-slR{l>JYZ}d#+XM&cTuyO(Efq1Ne4>M+xgq zThwk${3dp5C$fERE^VSQ!SnF}WzShf(CF!c(?51t*&A{ycQ^(z@fyC zwf70T4@B-oJyXw?#y9^5XcS%5WlgONIJ?13D6hf;0*-Z@iZUR^8%>wTR$2ZJ&?r{& z0~!}g@nQa9wrJfRl(5ux<@^|lm(K;ctz;2!86hbxA0 zUt+)hbuL2iv=EI#U1^uW8KH{P`8%?mw|3dXekQnT=Q%~3l%Vhh=VrfZb5`XOOVE6VxhUq_>a4_}fP-|C7FN+&8$ zeU?C%T*lS0p4)MVxk!0<4vo?h_>N6oQVA)m3Xh6&vmvj`%Xe$ns^hKCo+SFW|Mh5; z^^UU2d!#;tq4Ya4>$m1}Xv~zRmn^+t?!;=(%=XvOD7i-)Mf}CBv82(oCYa~%hel~J zyu3<-c>s3W8Ek3K{Of2G!mI7xnn@}6yn^ye1#6ekD3ZmzBW0GgPy=EV28riD?dFXm68jP%=BO~0WrW=PcXYo_Nz9~k zhYPJc1R}C>sxfr^1kc1Mp$mlLu&hD6gX`NHf=F#mq)xCO%rMoNh#6O$HDMyhca(*+kp{`dCs^KP}oL|I~@EHP1*m?;0%5p0Qx@?T|U>Gh=yEM;IR z14|iL%D~T?f!|*Y{(T~Ro{6$F5&rWQ^?wq%+f9XK{-xaTsj60omvhq+73B{}&s+wRfoJpv zI~#$jme=2QW%7dUe|_WslC%8IbbZ}j-O6#dj^ocpZW0b$%9TE37X!?LYE*UW>E_$V zAI;6%Ut9kp73J3zKb${HMX_u=SgiP_3EFwCEc1O5GvEFncl+O7{MTsFzCJbHT_308T~bB>*jFKP*85-?rwx8 z_HFj}zFt|N?|rXMq(OBDeBHOFjFB{D!TQC7?>ShP7UVV58k_K<=qnBTtiqckIVM6)Z3`8FIuRcHW^HWjmcO_(- zT}}fYF5_nu;)_#Jwok7TiF5OT0n-!br}}<=D#}PeK=iq$6Ch9%Z~8`eo(k|^Q&F~7 z-1k(3Q&4};pE9`n=cl5`@LU`*Smz5>8j_!~fwie3Wg(`x7dKjPT_)wAh;`v2K)Bkljj`?FM( z<)b=$5Bd#c zX5rs%JgiCM;Q7|h4P&dfzdw9SYti#Zvqv@eqVCRCJPj5thz(|3bo)Q{kH6dU5*3A> zBqd%8hP-8EO?9p;T2H?H`c?bY1v-q=x__(dI9t%cQ+rY;d! z-Y!v57R%Yv`lSraXW;h};q<>!QI=-G=kxQQVY!^YQk*;C2aLDAHaW)x5+1(js!*w# zz?+(7P5P3evNk&m=r`JjV7zi|tXPL4%Bj~(v|E~@z$2B)dtBQv(tOhI&@&%|>4z_D zEi^E?F+sw{$Q9SeFLy6DUdTn^nh=*e=QRWtepOB@?W2Li(P4sz;wdC+k7iR3+5qo% zlIz|44G<^!kmCX04(PmnzyfVw!X_WC%)?#?5qo7aXI*ol#bfB9`ulEzvDtRfYr7}m za+{i3jqE;{Zfuw3Odo=Mw`c=-u2mj!)=rb97BI)b4^|T+> z@hNo;9Miz?*0ZJl+Yg}!8(DA5kOY!`IGK2XLIgw3#3W79lAvjFgzy&c0WeuDxsIGP z8l(*M4(u;&giMw->eK30aF028S)ptr$j`iUugwH_IaMl?W!eRMzIIqhu9AbY90h}y zq}lLkgHX-1Xb*wAoOygQa|%WZ#q8Kx&A|HnCE5*UV~|Oy#Zn84b5TlOT`oz?3xE)w zPjOqDf(WnGiq$%d#!&rKnEccl5m}kg4J*<`PotNXQsl!sx;Ue?d{bYsEoy+VcKJ(r zJfb&{#%L9R_bJme%4Utxc`QJM`H>fX7-fCWO(ur{FHS!E;wSLLyI?>i#`%VY?qC z760rm*u%uS{$27#Ag=1K^l*Mn5ZA3`xBEtnS9y6@bC0pZYfn0At%EtYVF+T5VVdl>nLP5Ga63dk0JJX}H&n}N%Y zf9`61Y>K|;6Lw#mRA0gHqF!U+EwzT`tCFW@$Kl%8N7qo7x?&A z-xogFH^k+%FLN^S^RDL`qMw=Ljx-@RuVqfCGcxm(X|*yA_f_$9-uA~`s^$=S+N+Pf!;9c%6Doy-o&8gWDEsN%HJwd8YY`E3#l!$sM1*$hwJUyF!5wyzgQyE@; z2YfdMlPkFWKu!5VdBu_UKyCJMm5H_?2$(($p&*%nLo{nLJ{lNX1vcXx2fX{@rsy8EP7c+?5cls$hld1HU!STB8iOIoQSmqtcK+i}9SImS~2Jy1tN6jy* z%{;t;Ntwy9kev#p+#iKsJGeL(rBAfey@j>_u6cQ=aF<*qTyy@cx!<}EFV@yPzxIq% zc8gU=^WOFxye_@U!8gbTi`Mtbdu?^b4NN*#d*|xU5x1&&#Mm8A^NAGeJXOTQ>KjI+ zcX(jf+x~S5Mhm$pt;ea(aS^S-3<-r(TUo0?~Czd@ByB$LWnfpPd5H z{k>&X&*r!&>uzoSYC(sT&qCkrc;x~QUo^APt$qR%)*;W=_ECc}Y43;4WGhi7;MKZ> z2|oyqRi>WWM~yMH{H-HXPSSOFq@cCFvi zPWm*|1k7r1T%3Y!owhmJ#SYNgP(Ro*$3;<1+hr#U0~cTzs6+wuyA9$@xR3@dK8?Z3d$R|YxT zcDpdSjlfy*4+*EEPr}jtGetVDhM?E0VDyryIixsLFSqm|##MJ_y<>c>K$v3uo`C6n za38yrS71W|s~)a+E#SBkjo;DGM82RoQaUG0RN9;r1LC#(qcHow|c~g8W`m#T*yq zsKJDN`5YI;)%0c7;B^^P(`#T$G;_q!4-HhrFBWo9zLkW_t=US3gT>D-onLnet|hf3 ziK=#k+}aMGz0O{6us37*qlQ;->8zoTK4=2#opzcA$pP>>vO!m6zYcs0X5Dh^(@l^e zdz&0~bb=s!EVr3uCp(7gL}hYb_Je|nAsIb;Dl9Ns=}nD`b5Wja<~^3y@rCu9o1b~? z4JLT@2G#A!Y(jdEC&N<(q_VfQrp6i$U%=x-GM$%qIpDKxU3#@O4k%(4VfVmY30FLB zW$Wy;M3(y%Wo?rZX!FpKWu1jRhWia2>81VaT$GDKHqkNEFQDGBzvE!I9IU!=;R)Tk zE5OkjM7Sd{M96K5RnRP3j-)X%fxguKAUk|5O=^ydVpuY6tLC#f7scA;_@|8rUEx&r z4ABu%Z-VCQ>4Mj5AEBsLx2z!Z7t~~rmgf||h;h#LT`L{x7vT5i{daM+S_hX59c3HA8!lV1h+?G z9|hH2gteqBHIq*72yPFPqaH;p$3B@j>!YK75KlYNbxMd1&q%EgeHi@bxhSdW>F+}y zR^usVyZX*sLl}O#IA7;g4z`|P=rnzP0PnS~EEg-a#S2HA&e6|tQJgJqxvSEepwZR? zJA~LpFx;0qG_cVW`I7YIwPXG|7e!_T^?VI} zB~<43@N*cj;?98LAw@4=h;f$J-(o@;#pU|8^;CI!=(0wu>98C>_PyB>=@qjV zKT$lfoPPVS=c3HI^Et9NF(8LUlWudl2Sn-h*?cr2#&)XIE+4Bu&qXPtHGRvTT8iYt z?sDvkJ!oy8{mlPeBpy-{s*tJB#@qm-Q$0_$@LWBsetXV()TgqGBFu47#>~TTdczvL z@?36(jfg&GkjHwgp8eNzQJyu#80f^4VHdy6rDtx=(ELK_qf`4hh}+w$n2!H-E{a(E z3Ee{*{P5h^dYQ8=a;O)R&tTs#k0W`+Y?Hja_`l6XQONr?qdkxZ0vB98R+O$;l#8O( zcU~=Zj*AjmC|@nPU%*9%^{_-uQX)1o7^P0E6n*b9Ep1G4fI!xg172JNt_N~mN7{2kxU;UAht}tr- zsW?=duv;ggy#@2c1P`BlI0<=-%+|Heba?QfnI+NODZHdVQP$H2E>x>Xvf4@051%?u zSYI~aMbF$Dor6-n@H25y7=GoVsOju?caF0qTjw9AN^~qv$d*#wmP*~0`lKz5x-G3O z!`$maszj~p`2VHC>B=H~kPabcud@;l?gNOX1Q{^-p8p)e3pu{z{7=j{36 zQ0}xdcXD%boO{W}MseQXjNFEqAXES{@5?(mzSt0^O;z(OBq!d|E>6q1reCC}d>`FyQ@G~;A?L_7rv>^MJWJkhXKjI8mW&VY zmMvrgoju64I%V4vSmnj0bn)<6C~=`VtD4scdVTA*oX=02?|;8F_`mF>tvmI6cvc_o z?OvbvF}RBGao>&diHx)0=MuK6>Du%UJ)HPUv-9@1ARJB{R0w4`2BxewS4TFSB-8}A zed(@VkI#?1rs<78h`aq;_>}1HgPD|ko5r;hi|R?My}J3Szwk;v7w;O|rEqKqc(K{b>vB;ffm()e;gu9Oj1UvX5)Nw;`eYcz z!iRT3rm@=KDXJ_2kxrgmw_YIZ_ZzfGxzRIUPyDgpdHZ9Lh={{eS8ei5C`5D#t>}30 z*O@5%iav){K8S@_6$>)&Bik3%_iG^YPUAPGZ<;3H@cs#N5W@q)y{JH%Ersf!oV2M* z&f(I$p82hbG)-2?GL>4wr&|xDaq=PIfiK57g*Jas5K!Io?&83Y?dSXby#4j=)Mbx596!(<#t|QI4@T4WCa%`u?pV$9e zXx}~S`n~0=I`yG+2fRqVShPU@xuD9#3D(1)Xb@=JqWgxx_xM4Knay5c-=f^^z|#9; z`}yPEy#1|_eMkKU&L{c<&7slVv}u1oCQAN|ZfUx_m81FO;0F z)|lOr`IqbYTju{Yo}t$Y%t;G`6p@BQSItHj==o!-mp(?Bdp+0>Di$dQdVvQQY)?Y( z88CkT1#FkvYd2Guu|PjZdt;&1otv<3_~V8E)1U?G|JdHYdilN(c@L+g8}JQUIWrf| zGoj|k{k;7x3P0D{)YvgO$iBUN?_=SGOceXBB>MO(Phf?V#qE1xrxxh5fBKwlz1Vr! zddvKwtBcWs^}n_BukqXlthgQDE5aRljqwVlDndc(`bL7E512d{Nxhyh_@kcl<9^=$ z77NP;qHp67d~p9>*V{)G8yD37-<^pPlMUprAP^5Hq zbuZ(`MVT-XpRfB;r{08@6e7D%av%ObKi>bT&akxcQU(^u!0)HQX@6m&EX{#0lCyue z)u${vR>f)hfk|CyYMNRg!T9rq=HsptNXwmh#`A@UEaC3;eag#2Febj|rR@ntoSdC3 zwOeV5oOcui>|?j$mrEg5?T38ue%0d*??%+|esrP<)oNGlCVLpqv~n{#bto~`m~mmk zTfL}!i!rD)XgX$pUn60x8~N7?Pr{XsJBDN|`#{2kzp3rk5LAb;gXr>Kh#>PM zlzIF68j=KQdzwV~Ls!X$OlHaxgyGVoL2r7;v1(PsVWI0HvP01`)uYpqICLOAxOH|n zKHWv56MfPG4|-nUb*CcWao&tqUf5@SOl%?75t0q|!yF~do_kch&Ta?t3kcO!T|{MP!M8eu~z>)2(BE(pjv z(&0rV2Nl^bA86BMgMvcHi#EZzIiBFX73x7#;JkO0&y74YXh_yxHcS`;tKjMf6x$Xj zqR2U)|0eGd0Nd{64yzah5tP1a#@tsL!=#nt{ArWIvio!dR4Eynka-&A?9{du7wVc=d+kD}J4W_Q#EJzr{tm@oX=Qc_GOs&>@9eNnC7m6XcL= zhsagiURDgNI-4OiJ`CZ`Cn{u~$1WhEtRhzpZNK&uZ1eMYy&Mr7zg<6k``}yXN~bf) zUZ(=AN!B^piWh-XD~dB*J@9l_F}ym&rX#vH?;MbcwrHuiG4<`cKnr6pulx0^p+;$MXp4%gY13Jof8tp+M|jslHwP24~v*39cGv+@A@Aa=*Ir_c+^Y-`k*P!Gc5av1!7d2Lao>UrP@42imlp=%J zHnP2QmW5w-bLFKikIrNwoq&ks+Q;T-wM+d&%^oK#QHiA$c2>sVkhWLvU;3kas89&i zA#K#~9Z#1fjl?jMc(*lMG*R;{*=L;uS!BB(G$?J!hNA~OP1;Jxk!kz!FDrND!QM5~ zbVBv-z*S%E)d3+t7!8UR5vqCzj#KA_#{3K*>cZ3ieI*Qa~nKuuKSnVxD$ zw|a8x7zGhXetLNF6g@NY5%<@f$~z2uEj(yBwoqVUb?j{hPLJ>UH?A4}u7BSCUjN=z zJKc!IGQi1C`aPv*4uOjC#5m8F54b_|n&}HwZdt24+(XZ=WnqWJmB*3PR%klFziG=} zCuC6%@y63iDCRY#Kv!3~5bNJy>86J6z7`UFS{d_$(2z>r% zsX>A}H`Op%o@BvC3F}(2)?bHnM8e)IP9s1iMD{QYLZL7HWwN%}DD;F_#oQ~h09TPX zpN}QPC>HrjxqF8-Y!dV;v1+RY1A}b^WrL(p#9V>d#B4}i;n>=!nedxEzI(SOCOq@2$-eouEv zHn@3Xq=tmBGxBqB<$V64gs}oQj%5(sG1i+q#4bz`_gyhJd~?VHKfgcqnJr2R)!t}# z!nU=zU-21H?c5!O)UsL+!zVZ~SXtDYSNblj7Be&C>iq^i0gR*kJaNz%-0I&jcRcST z(l*FDa{$ikT~w43r$Z%A-`#l?E^u7Tv#a7(16aiRYpZ)x!#Xxrw&5o$kfZrZKU=*Y zOsu|1QejVx4pdt%R9h@gL?N#6dPzT60Edpe4u8>9La1-nIQ>qr7n8jGKD7<9$x@{i zeBsW@MSlBYl9!Kd(Kq2})DCZF^xAN^M|Qn37N%`X6zOtBj~v5psa*=#%+6js^1uz( zKFpmw1Y2;JpPcUaDHe>op<8w4WDn%y*XC+VZtTj-6*_z59`ri}W$h3q!b$z~FXxy} z1I_a%(;W3v(6r-hzBbW8FnVtmvo(qiz3Exsr0jKtf%0(<<2fSA-Wi4y9M@=IC;jvt zkw6Y4i&OgK&lUhe`=mlHo6_RZn)ln!viN=P|6Qxze((SD_V@k&#^KYO_NZpU1ik2` z<%JgsZMU=Zh-Y7+i&y?A*HvcO!ne(W3{kmw`0}fa$pAYvnW_;f=6AyAqfe+Uik0wS z^^SZ(rXz-wNk-nv1e|Opm1^*I!N>G`GUn`?@jXd*O?VPL?yBga(%kg|{Avd^bqZP0 zzmS~E`eqrduG+BH#BvlQgA>%$vmSh4pwfO~mwPTcP%2<6KwJeXp$n|=vTx5P&VWM7S zhqfEPWmwo8L^H$iHM^;l(41Daa{Z+PSVvszzc)b!!}JQp15_NbsZ~F0Yx73z&8UrG zIzxpn7Tj@;MqR)q$snFAOOCEDRns$73&BzOUgu<8H>BSeU>e(vz)pa7C~(dD#NW+-8#+hH4Wf)(;I+Kzbc-hzchCj}x;+v9cz zDJd?^^>{d6?WLOl1>OueGs7wV2D(++b57~Kg=JrCN_XT(f^4>xb(vtaL~#U z$n&S{9A7p7*V^)JVa>A8scjosp5F-^@vARqZIlBKrGYO=>Q~@eBX4OO4iTI=s}urq zm*a_h%&q;e{2*qx&jrUj)Yv9im3sH`;zX2z>JcS*4L7iqkGpB>c#I%sgsdYTXC+A;kiE?N@ECC zYP<#GrrKcrN*BI;&GXjZaT`uEWgX;77Kgl45=Y}xkKxgMt%p43;xN^$D@AwgB7Ckm zO1nYi9YOhH;o;k{&Ls^Gp}bs8aL%$^BopxIH=3)zLtN2HyJ=gbvQ2#|v`PWJU%iiv zxoLu(n-B7*y%E79iXW>_%n?x(8`r!%>&uH-YzYzO{!@_1bj--ewGnuQ)#w9eogy>22@BE_whyA_&nRt-`KP@fruP3Fnd0tQ+ag&{inE$iS&|tO9F2Ch54AknqT~$yF7Rh($1YYPtnzB&0 zB;Q%+^KRzcWVQ_$jowO!TU`dqO7Mbhy5PNU+!YYa#^0^$%m^49|-vSILaY|1(9QK&MJIevt^ z30|H*kt}oLCb+uvT%HDW!&8`%HP|TU;ZZlrE=|pT# zm3SS_KO68|Wz7v9{l#Z$nKIzQR1Tl^_9MBtjV&ZD`>Hx~rXM!? zc`}ByEKWr6WeXiyHX;X1d5Uarb<_xc7aCGWNAhrY0-ez+rUraOp~x{5=!zNXX@zU_ zx8TV>Q(g6o+i;if>_G2UcHCY6mEbT(L}8S^{&4#`Hk^I@a>KZsI&!Ckm8EnsBYRX> z@rl-MuuZbC^fI^x<)6xp)77(pC4zU$>=QNEojbgXmgF3et!=s+ZMFj_uCIG*Y<&sr zSJLGKr|`njnaR~-YQ=CZtYJ-4(sKBAd8LCJ#aRe7npAk~(@8Lvkn|P1{u$;DVhn~l z7O;UV{nlN@*FY?LZg9e0@B8@=QFh)h^`E!DtAEXAYqbmQn?dVTbytC_B*Dh_PDZ17 zHZoE3F-}+9$6BNQvM($)IGG``K7EBSek^(5t6Q-Nd9Qb|u9sbg#wrs7`!2{~rF+|e zxi&Mdn)|}|=m{mfzPV>CE{F!V2HSF(LLZo}P_@%fxeHB-iavbDV_}u(vv~H$+kT1f zckxI*-d-N0oC#&sdhL&Rm%{=6s-_3ev%o>iYxPqF8jz<{kU2M*1_K@W_ICE2glBID zBgV7_VY_*;ahdHNP$%TtlzX?secGP)CA2EP?0@(9U-Zx0-?bNU$2CTXM+_n~xy(uo zr3uIG#vC{~nTqwt#Wxq}-oU$6?h=e&b@4(WheyyIc61`rl5b z=)V!hp2{@$+%vVX6#~Nzgs;QG#~r#lpxDK+fg?Z>j&&ZQDs!rabH&buN4$UJcb0CC<0zLBmSP_>7rBpnrM1?zJ=@E|+FqCZPQKf1QY8EOS_6hqRbK0tk62a_ zjPH;hD3`qrnP>N#yG95@RNVni8UKrLqpp8NoF~^W_3twMrT+8wclv)n2mbv5nTO4- z_p8iJgD;`Mf0v~tcPRr)8ThF(u*5|9b4-*8J6CsBz9~ZKQ~I+UL`(}V2KskrqV(<0 z@3Zw4g;p$yEjS>uK>ttG`R9WDvrH7z!jfBLlM1kH#epl=uK(vTQC( zo?W#z{nPdT*_kM3Upb@%3g|+>rmb`{y!-#O{-14p{4w5^6=|J!X%v8w{pvTlAeEn9 z|DR=|Y#3kFF_J9;y;}6cy$K612K{5c{%*@lOq9P?kt(YL_s9p9m?-~M7MGYP|5av| zUSG<*GD`ag->?WV#q|59%FR8_0P%em=4j*4Q( z-=Q%Su^et@N~YeS5nS*=xSdbDFIK)9IOF)9vmXEZ!(Xkx*xz~eEeaAeS;IE6Elx!t zN%k)$9a;xbfr7I;4HkY7E}?GZ4iA3-&qwNO3-cCIAqKtLbMHLp0{!ix&GBb0gUP@% zdV`&fKvm1@Z@V&i!8gADlRo;--n0D9bbZ}j-O6#dj^ocpZW1K7$GiDeM1sb<4XZ+~ zFHS{C>@M%+nc4`0H|UGYFZ^{XN??vOQuDRKaAJ>lr}M&m{WC59uXU+~Yb|dXZ3kKZ z8U8* zvWiDOH6I6snBE-Gws|TB(GUH<+FuiJKUB1CYt|{~aFhgD=F&9qR@C<&WDhSpJh#6l!%s z#ab~JIC^;(`xo|S1R0)-BL?eyp-MyYQRAuud?sClh#@%k^9?qFi5l!IGsN9)dTEu^BDD9F03 z3$1~(4`+Oj75M+{^q({^E8TgD2iDtF`R0k25n{U)sC=f}z_{+ssN%%fqT@fgwUk#o zO9<$cI?shNZeCFTpN)#rLrx`eKq4G&#<1=(%p(3#uem#LzyHkJ-@0P<(;L>IJ%aF1 zF{E-pS7L$wB`V5qx%!Dc{1N-S{fVXg^U#;5C`X%@s3`xuk1VZS%D{XEem@aT|0@;c zKW!FVs;)ULTW<~2_cKX_n)4HG(};Hjt48DdAuAsh%W7Pwzl&ijH818s!y~K4E~rmX zPL_5XhCQl7US*xP!0_HFA74QZym(xx-bV60w23ut*O#EfT!|wi>U?#uoK9-z`Ky-AngH&m#3g=nVwlTY-I9+l<5Y7J^x9*(Kh~0gzt(P?aUJm+-_lkj{!o9pd7x zZ`LH7BCL&&Vtn-}7R>g6PRG8_gu~?n8LVDG(0^)WWN72?g0q_W>d#xkdEpxoL4J^# zAN@%@Jdn_M_c$l>oe9*4w5Lo%QCZjPYZJtdhoC^g=XDyN6p=<>)j2fD6w|zX*2{Ws z!%aQ5<@|L%NTc;~#rEAAs3(8vYqh&8s(YrzT=U5@ZL7F2{!PFPdC(XzQnw!1 z_RLj~x9iLIdRP&zsD!+X0pw=L>jTU&4`_ zhevmuKoDf$*zv?R7dC~{^Q?K(O(=alZl+>63GO*joRm8Ipmka9ht6fg;5k-H?wq_h z7p48kmAhN&{ULts3z`Oqh&$7yaTL0%2!=l;1JriwXEzv^|zaqU%U~~%PLl4J~vYNxVyc%K5 zXbjGYZ}UyxxHuOjfBT!u*YpEmBVWe-w&)>6XZL8CG zt)1?H;g~M2PNyB-QajNrrJut6T?Dd~OKe}~Z-V}50SfDfy|DN+&AX55 zrBU!hz*a3;dAz)`H(Vf;4Q;L7pL@qP3I^LE6Fl$5!|?#}sW7#8Og zzB2d}xOg*<7t zk8i#Kp>8u3_f19#6AXTzc9v4$o$laz5)(&Yt|j)&mLtcUf`^niG+&P4KeW!< zfB5r1bc4;e9p8t8`?s2i)euYgCc4>oWR8oHA)6BVxJW>@fLrTPOhE<`kM*DOd2Nd6 zJx@|zN4ucnKKU~g4dQzVL zmL4cQ9iuoxJ_KvCr~}NxbRhML)`)M(UAUalno$`sLwFOSa$_W!4(-Rex72=c1;yxB zH8pCKxH8n4u9wvNd;RBmDD!q+`#%)MeymO- z;+Jh~%@~WklZl&|)D5(T%+bKj^6Cq3Cyb)MZti|k8EKE%?&;6-$9<%x^`Af+og|50 z7<)&cj>eAWtXCS?VNPn}u|XCaDVqd6$5_!+!PMCJD+O8^TWd8?WSu87fHieXegji3p@S%U zcTwF3q~o-Ywh`o(?Gqnd^Yl{|-se{AJuGL1w)HhZ$Gn^{arYU!Xgeh=6^XQEJm-m* zGvbVCI#f`WyIpF-aepj`t7X4_Uk+8Yrun73)+5cHMg>XCtP>ya5xWj0iNBtjHY;0@*DmEmdIsnDp)UR+CIaV|=T!{;y;odQ_9 z(pJ5&?<%2V^^wk0(>@F~H{2!G%_%F;(kz=Znu8o_ZD*X%+hDE38>%bf&iIVSc2xtV zG7@E6zu>mR9X}rnh-WKQ#JJAfxV3^F=oQTHl}1SlNBg|vkFfLO2V0+wO34#oaI)!x zIq4b{wo7@Y{`M{;uY9m#o%js!iA2i;eT{>w%J1(8*G<9a_^YXQ#10UCSM6F)2_4>z zbX^xG;0mW3VzMhH8$d@obni?#HN4ry-buS@C6@56znD131>ms=r~aBojY>A6F=hh4 zZ~^@EKHxw4`n>&zKmT(;W1C0b`vQnbv5)O~Q9^LpnL;+h(TgU&+p21U*kpN1={6ge z=AyOKwEBusTkIiDy1XaS8M|FBq+8o7W2d$p(}M_CeC89-&(XRQziFzxsVZ?pzOPp& z`S`ZrVT=-RdCrVsQX739QTD*G(VJ4~z>Qx$zIZfS+ye!_?lp0+=j>ssQf*z zuiG*zN%zgXR|y zL9(ortDF==jMhD!sLuxnYO61us$JljFg9zV-~m?Tx55i0UxL|rCta~Xb#OFflr7)X z4}`qSMSkVlu&n3QZcFK#;AYGdrhaXlP}?MQQ{R*wl^n|0Z$0n>7F)TnPd-#QogaJ4 zRbX*0%6X2{!Bm4jz#zWP;21+NfnY!=qm5`n)BSsI>whJcy?V{i|3$(D+;ps%X|10F z)}NWZ9q;Xc(Ht3CMyr(2ty3^fXT%b-qWYr_KaxP=ue$C#CG4>whjC9#n;6ba!0GDC zw75FCn`Fdu0A6geWWC?o3m4=K_q#iV!FsRNJ159Lu2q5)LO{M z<49ydaDM?G+%cbuP2y7$R(u=}fgNUXFF|H2hU2{Gjmq zTe+zWYHUwbv063Uj|wn@BP{PLBL z{6+lC*IQ9$;Dm$DrHOA99P!A793#q574*wHn)Bj-DduQiJG_c?BT}h~Mjer{#Qj6} z)WUfLk<;mviNXmg^s#F!HxuiDNpb3id zvQ1l+?!p*dOq_><1gIX~Q`a_K54VNSM3}D?hn*&0Zdo$sLrP?kLT~pw!iLYSRv%-Q z<3(OkSqTb%V87hjw2z+-L)SI7rgr@@{;Sv;@gHM--u}a%|LHKg9o@Ro9M}grf-S@B z3C~n`H})~z!)sL68H)Lbv2fYgsjS=_Y$7@`LYi~{Uo-`^#=F|$07LX)E0vv?6mrpD zW6&74efSiSL?nU|$ICzURGVUBrNpD1;k>viY=10C&Ll*U*^WAT)B)ti9I;>C1VMKh z*whBR7jRKzJ##lx`IZ6E7)@{K9T5-XMPs6KUbJ(3pEE&H?1gI7xJOCNnxkfME=q0QzJhTJ6L8m^2|xDHk`TsT zvXy1D0!7XkjZ6yl;YjzW;HTYb$ni#m&7;E%gg)GEB^fL8JY>q0kWA@(my#hwGDYT$A#+OR42et)NXCQ| zGDVb9nL@@gmLU|Gg^YhUonO6jpU3_EpXa&v`Q2NuSH5eXz4lt)&-c66KIg2n*Lzz( zheTDJJ)7@yL;J20?&zFkkmGC*=}GOz#0vF2si5A5E-o4=y9v5NxVG;N!w)!!f8nCm zr8uW=*Z;rAMG<}5;!4h{3Oi|wYwFvyF?lL<52=n8p~u&^WTUnogg-;xZ@zd19X3%} zNfcE>oI64V)hLdkZu+r78=KuoyZmhkyPGPie$8C)ftnd@IWg%+rKX9v4_x1=xRVYU zRk0P}Ier0na)#?n&#QG@6pK{XEVJjgAwudyanvIzFs~EKh_ucHH6xLZ1>gWaE=pe9 zw8!v%yQ-JWeRd$Z-d$>^l>{zHL(Wo`-5BzcO?&uL@R0wP>y*=uc0i}3W#Ah51*+sf zNI0}ueAE9259L4MqR@UZZKxAcgL|vf7im|tF#M+mlu5dC5H7!)QixkCI^!Tp_%PHH zh2!{64yqkQMWGaRRn>=3xG__Y`cXEtx98)sEK)+t*)`X;b1|St5}n5@ZPn0;1j<03 z50o2nQLy6>Yn^bc_P$Nb0B@f8C>)iYK>dK?wog$$NHEkyspv7mozd{%W`hJc<@4$j z!_#+|tpPmGg^QO#(4+PJb9oCew9xT#k{^LFEAgBO-;KE_0&|GMFZdt?_8789hbm&c zg!*;|_@$#@E!M`*J$Q)ZibRCu06J9`K&)sve2!#Ejk@ciKKP3+YQ9vZQXt zu)q|wc?(S+tYU>I8PBS((+uq&i@{f+o*~Ap1{qQSj=wn8ATN&|vr8eXlJMWa3f{ z-4~39hc2D_t6z6uY%~OUQzAydiOyE#rrZgL^7Vday#FmYC63hJ#>lVf$MR6H_9y+n za#403XRcKoia|sKsk-LG1<0LKQ+~qsINBut^#U;|H45BPK8xASfv)TLJo`j~hq`(5 zua1Byiv7~+*lLD{=ubFnxUWc}mlpE@T9HfZxG09SL3g)B6@qn(D8Dw5$%b4MTWR{x zPhB_Q7WqJ+@`V-5W}2SY^jzWK_4&0r!$=(_vdJx7iK`u~yCPY{Fo$7VQRFAC(C6S5 zqVi^8UUW@AmWP71Kk5IKiz4*4*Jt-bPxLvc`>PF47&2A2VZOR+FUpszeZ;Qw1w_P* zh0#}HgwK87#GvpqH0q=&WrwVC9;qVS0CKDDku2pxku&H|;7v-m}|I^}f zJZlIyj}!1oA5@GW8Nr;33gb@4Tm*{O!W}G&{TQmLKpE@L9uO0?($Fzbg0XNgI5ZGm z1f=B}tT_(sAb-m79ufX+Sgv^@JR3>1rXR~g!P=jC{%IEc8h_B*j^J<4%3K4as2Moh zUA4gD@xH2v<9?OfV(U>0f}<9MffhtZEr>0)t-j8!h@-e^^*@dx&FcT{!T9p>#>SeO zSA#bnJ0x>8c$2#N>YwAQfAF>Vj+i<*t`>B@7q-e+8lQ1IW4rp2xw-7>VXFnrgKGsm zop0NCT5B(xo3CweadP_h!e)6bt*gO!GDc2DSHJmXVQWEPamM+ZBmdzHjv}Rno!ly? z?%O{(WVu#Q#IbO;a8<}ZFUc)VKxt;TNXBo_l(?KK+YzdVbB{)R@=yCz<ubJU zn7^FjOO8#JHMR_=ARFan&;53%l{f4;Iwbcj0cLaV%;BQ6Xr}^-;Y49~X%I|6LzZJ0mov#}#DjIa# zu)t+~H<#2Z!F6yHj`xM^t=#KA25$sMp?<@B+m^2s~ zcoEU=bxy(RLEjZ)?H>WKwSL=i!HNa!GfX~~tFMQ{Yy?NqM(Jtkm2IFK&8|*y`#y+Q zR!FOyeFNrZw3sZLgnxNFeubl?@(nr24+TJ^qPP-mAQq1C2NYqQe!hfvmy;&<0yPDW z{_DZ@(;zN(#C)Q36>#SmSI@4punqNC$ZUS4xUFvWxoL&Hr&2F%SpSbi{Efm!aFkyU zbCf9CM%x|_^a@pR{z-G+^N)oBVC|2i@-D|_Tz#hqXO}PDAuL@FNAc}8(+q8V0Zw)c zE;EljHiV;uPz~I2Om2jEjK^eDz@Hxv|0od=2M&{ITO6Yk%m^ z=|0UhuVDe@a~IkU?OP8AD7kif6R~bRl*VSIRH}ro%jd6flrYl%`6rHf(B6|mV7h3( zuKtgn|1~9}DUbIY)fxhLIv-Mq<*Xb7ydHt%HF$lyrF}<8R z%DHa;uMO6d-cP%$tOcwT7FlBVa@P4LVC#KODN7aH8(1^*p54KWkHng5u=)d$cId5h zI6c_<=zF_Z`$soot?wB+U;2Y-FKsNXa0IsgAN!xB&085B>4bZ8s*k6{Z*Ax=hpdMa zT~#DR9x=hYa8`W7`hRqUE&KvUnQ%oMcR~+=q-vb3$j}W;WpVee_!U`bVP#Q}>I=lE zM1Aau5LAQxnv}QqNi|^xS4^ava@@gBs~|$|*3fr7*z+E1v7O=I+z70bO0f!pr5!za zH#)Aa)9>dR`kp!H8L)W8IH%Fst%IZ7CpEI0ta=VxgsYkKn*&!Lb1DAt;aCdLRpeAD zQ0V`8{Xbm$R_fg8rXJ3H1T>EAxxr$bg6a2t&VERN6WER>=Efg8iOIa6#d5IT8yHs@ z4=f_BA>?5V`u8NlgNgePto*^pDD_ebzB+ z1f80`&#xYC49EG=@;|3kAQTiRCusyyr$UaT4i&BQFNMzea*&NG?8z-BiGQ4oap_X) zBGW$yi#W;Us-0xs3M(XV)hr|kk{P_vGmV;pV-` zk9^j{QCL1&D~(dVfnB^kulR#+tkeJR28T(&kFj>;aR!q^iP1hXA2-ZDSF<)DeufIT zv81#ng7&(2HEDa?r^|l}i4@Nm{5vDo>9=ZXrxMtG8$=%)S3B6BShxSzc>lAve}$u5 zuID2=R_6c;99Hl97lyyZ{o%#C+j@i%`MV*#gUf-?c>T}dK2|RUT0gBmzP%)> zeja~){(rReKU8WxY<`OI2rR-gZK*EH<5p{&F5-I`Mg23h@8o_RN$b zhM0)dA)%j0@EBbY#$QaQcxk5tTy-N&uDXkb1O3qZYe_PSh=yi)^hswhYrb_0^E&;% z*6&xYJ#mfl2E4QJ8cj|?|FHkRw*N2MM&H}T+J8|u|NYHgKpmA)UylN%8Lx8m!hH-| z<-O?|3p=1H5pMTf{^RrC-*k-KK-2Ve$RMU8!CS9bqvtPw8`PhL!;Gg`alT_*!Z`SA z6^psgZ>V2n?x81P>?3%G&!-f~y7oBQzZu-$JAOyt-#h|8PlFSGhok&on*-nTI;Hka zw*=Uk++dxn6eDC=cM-`nO57T)=OoD`tvE4lKT*hdh8!czt zk_7cQY<4D`xX@z3*w$ug1s=z|FXC0*#+)69dFMV{~)gt#zLzL=x+F5ILQUl5^nj!ugPpEU2$tT9LoL>~&y+rd6r zBv{578ZE$!h0GFg(`$cUW@|GH0B{ueHhSY?k{+7sR_J0Sv`d9Eny<%Ws(?gEkrHN z%&JRCLXE*|YH9HslmvG(U-xnrehiiN@lP*jFtA(tO!G3&NvqTd(9 zcw9s4$vCfcW1F~{wn-TJYCIIJSEr05MeiT{_`(=*nQX-yF_c27bMO6v8obe?SWB_z z&s5Qo`1(tFu}-T?`3?FSl=dMD4y6+oZv{{d@-9A;vKeWF1#H{y_!;U6?nu-WhQL8~ z!WEOf4N!jB(~92H6m)5}7!>0*06*k>^~%J+1y$vXC-b_2<5M>ItCt61_Vi+S=#LiPi!p`-Jnrqxjnm-7SjSbyZSzgPVZ_`w{aE|6etB-* z*IMs=pq-e`p;a^h6SDMJZ9r)n`Q=j(d++3v#+WU9*@1HdO}i+4EsfDY6tFop>(*&x zE!c}^StN^!w@MnC1caf6cs1k4H}uhSH!8YMQx}kT&83kXo&%`E+dFhP{V*Eqlhtr& zqCxw2-s>xjp90bcMdUoXH(<;Z@#cMf17^KhY#}LUKumO!fU2Mws&yWz6<(BvH@Gai zazTTz6cu3bemx;sVtsZFTf@8L`NSPP&S7@V6f?*S6p3X0wM2}vwGiYq*mUh0pU7BJv z4xLw2sY_DTLnXph6cPRoD9$IA@J`iHBrklDmVrAO8Bv-kKi4)#2FghTOthC!u1t9^ zCy4^;ycw#feOet+(d_mUbM`3>2R_x4ou)1i4GSG<<>6m`?vUa%_Y6 zh$n?^X2&~Qcs-%lo;ZYudUn&`la+3aMrrLL*sK{73bZouOG>#{F{;&Poy3n$p#CmS z!BGP)X|AiX+}CFkk-KZs>77DGsJom@&zaC3T@35XDO);%Zk=$pJA)U2YOj{DJM1+^ zFNPHC3=G22Tymh-)0@W-?Zv#xqL5WI%5k@^dmGqLL(VlumFvqOdEoucT$&`19C~4H zCfy4KD$>eEcxS=wSYguj{COcsys6vPoCGAn)E8^n_>}m(<+=aKIVdG76L6K`qgRw{yto=Fv%WNO^RQg5% z=U^aRr+)$_IZn~%V&*7v-*h40+?HKB%$1sGQ(ZFho9pWBTQElZSTg38QtZ%6j-uX0o`mpY(x^>Cdnmq^5((VN z!7FDcLT|^Nt;^!FA%4y$xRl-co+g%mX3 z=arOj+7xAIE2X8mpFzShS4W$-%Oj0E=d%5I=aB-(JB?cu$|!48lcYbz2L)2SJKvId z2)Wf)#O>WIg!;31Rff)PMm2}LpDyZCqWb-zErLx&&~!cOp}x{I5F9qPq03nXn_5fC z7fF8s9t-?0Ctj^0!tm>S6{0sIjP2eM&tMDCU(Rq77^;S1^-s1bo?F0IxwtSUoeB;0 zN&6V#xI@T&0ctApRWypzW;v->YiIzR3!~rk|6zX$Ks`Uvwp#TJ7`P-pf97irrndJg zZRE`Xl+=^BFe=UuxQ76AKrv3vo)$&cw$}9~d%;-djdFEeLPWzz5^GcB{_XmQMWSHsPx5ih zjAkc=_GLiC69VR}V2p@_)ORSYt+&Sal@VBMro*1@Pbclf(5E{x4$(h zV26%>B~BuIDu<3+-5PWUOm`q^-jIcWH0+U$B5@ z#3$c%Q4pf%{dV_hsaklCH7zS21l=n3pG|m zC@;o`cTQttGzvAZ@U>efl7T4dhO@g~2IfuZRdNLeg!diD3@*D8etDHcMnL zdT#4xu}DIK3R4c?hby&1a*%P0Q3n+|WkDa4WLOFdXN|>93{OKj1F3@dju1Gh&0i9; zcN{Kk!^JcT7=fxs^eB-yE>dK-3o+I-g;RklUQl1Yy5v+|T`F@Eq}y?IN$jOV`+RQJ z90~V^l()C9C+QO)!dPxARrQV0D208n{YId4d|bj!f;tKCt&OdvZ`;9o#DWa;ol5Kx%nj0y5VG{{S84I+9Wl3{vjg$uf`e zO}!`29!!I1lPJ#+?pV$LZE}5%BZO!`bcrn{?ECfqS;x2W|Ma{4`TX~JF7QG8h&P;* zqWB`(7KEYWe6HV1+=L!VxaVKU!jrb2V`VFHNJpogxpEK5TBBY8Zs8Ni1}R66fL5j) znr&=$A}T(GM)`U)lxRfI>5`B6w)U2&Ake*CY>*#`I>SJUIsp=(tO{Z`7z9$vl1oFA zlW=gRj_6Ke43s1|qz9DMgWfqo{){$TusbGy@X^RB`Y1O@PsjlQUY@Sh)0Q4EDt@mc zw=4@+q(ASdmdkR>iB0MuW8&y_+5W* z%bNc0_GkS>9O*|`8l8ape9}wi7%vR_CIP4Ub2X^-kf5K}*gRSg=#k*OmxipjJyssz zw?=PI6*KL0u|is(k6?~olSOLp^$*S+HbR-keirOgjV=sG zJ5zk!g4A;fyhF&}Lp$4<=Vg-JP!{4ihcONS-<_L0w0ercQoW9kGBCstYt6RspL zupXJ?i~dZARI;+T7-hbr(f$q^CHG0Z=DkiUsLrTH*C`z_jypn4$sJxIcRCHNO!i5X zYD6|%y(a}lH(&L?`p^O?CHTE4^f5Ut{*}Q?7QPnSm`38VZU=pWW301{Q7>~ zPD3PTlx|!$%7%jUsVGV}FM!+XjBKb)J>*`|CS=|D8i-E0yo%Fv0pZk5G3tk&LWYUX ztDGyEQ0Y2+BYNvI;Cp>}u_a#^mZh0+2v66*C8w%q?9;*!+&p|$bzeGEzc##Ug!Nywu= zqt+yO3KLe%T%uW0ig0Iw69&!?qCABQ4@fiP5Z}c&2NEZY5Kx?IuWT?t9#RslFAMi0 z^WHb|epMQ%>vL3IN)iWB7`=bkY2QhtlxfUkP{@KJ=A6VP`X=CPLM{hy*Hiew9EE3S zUIsanOPfXgY=IEpBq7-)A37R)acHxT11C?RSImnX*uGm;!|48PT(VGk)8Ued<}U-TPdj{D|sB4FX&gHm0(2L)mfd z{cmsCn*Q(hXZ@M?j(qqMssRm;=r&6pHpILUk915WE<)|nvX4|fdXe419wld|2xJ`e zT9xXu22z3SJzAiFnn$;*zCN`V9jMTAIgqQ0m;DA-7V7@`9c+ur4;C~Un&2o$jIJf0_7e*$-jcr|dvUI%|UFs=~pu{cc(~N#L zk+VJU8R_-)8_hyp%BJWjfwk|ye-Dj ztqtvE?qhxLbP?emy)-2>D2K`wR6@u1A3+OCcuXqKcA=M}SB8%|D59%GI=Q{PbcmTO z#QRgI8XAqc>-D&^zgwE+3pAl^f=2uZJJOVjVzE( z-j$<9cMg4-@;D}k9%#{}FD6og6}X>-(bIyy3BXc?I(N;wR9&(dE}S(k&b zZh_aiD@kxwhB|;&M;TnSx&|vtV*rmYw&wa~F&K3p&WW8tst4I8* zG}rWFktkUEll~X|&d*k4_JW8kTivz^35>HAXG|$`3QFT&;glq(Ky{=Pj;Y2LC_v^6 znS2KyVpNHGf5UqpdZy?6ICB>b+QWT_-_Q;r#XWpl3nJT4y?njxd5yzJrGIoAP!OQp z1ooQa*Iz(i$e}(B_ZSeT`|^^+I}CO?f41bs7h3c0Cx7%$4;GxukAumRWIlHGWI$lQ zr+B&{5f1GE(T6tpK(yR_{vb~bl+W{MjwQ5U9Lh6y9g`S`54;~Y2ju9$(j(LK1+BM` zd%~`&c9j*8bF={Nqs0vLOj%LM%#%Y-V_)Hb@jwjMAu+^JEgRsrvIR8@PI2SvNFvjv zL7n{YCE&`@Il&&^2uHmZ`M-{*fF^ZOX@=o#7!cUb(6XYi4vjJ!K~r5PbOr1U7*{G9 zae(cX+qp%ao4~V)MeQ2P5=OvtSL55RFt|s3pXm+BYs@)1iQB=#Jy0ugTS!4t2^Jp; zo#oSg1!?@06r<;**7ReMC|LWGex8@D#|Iy=L1=BcHcg-)M$EzYz3;#c)aL(Uq)a3a z*=PCU>XaTsZXYo649gT~(;f_e4LKVsCmE!2wc3PO`Em^IZWTs>)6;2n7jV$?L-}zB z#rC16G6@>PcvEW7?gtS8>WRq&o;k66j zyOYTxYwcr^C|LWG{-5W-ci0&@I%0_^|JNAdKgHyC@plA%N8m3WfgJMOEwAu2VTi>{ zgf%g1!<#$)w=q%3?HG=7w^@TLY2hbKb=`*gjVMp|iF<8^w5M$4gfYbH>i^Z4C<&Hg zFTUhjKw#MxxW1tt z?}=I!!_$XBqv6?-UXulenQN*$bB?N6fMObo>>HnPmz&Z_ntXYk#!TD!6@lR~S;Vu`_O>~AMsnQ4UNcVr& zgIx`dwLdycEUdnhoInTs?8oH<#n)3&x{jw+<_VSpA*GA0xzE2p6~^qVRoVN+Fu0*g z87xS}hs_uIt{7|o2te@Nq=u?c9@zP{f6J1i(7OC@L`4}p-luT&K3qc)1IQdeL)^Tf7hdO~dfSlw9rhZ~&&or-?N z0>GqyYI5cnSr2`nHo=t{YNObYBYUOOdq$ z^;CtW@XqUhTK_*vMVS&}blh#31h-Qc?2li4qj=Hh{(;&%WFD;{LS$AD;c!N^v}w+b32u z;iZzm-Qj?z7!0OJyOZb^?6Ioe+K!q2u7?q=wT87n+TLwVZ8;cq0d|Z~L&xzzOhv%k zuRSjWQ2W^rM19w65Hb0zzCP6xn7>=i9mKwNhwYD}*O!dLWsGOyE8)2bCAUibdWuBc zz1viWXX4?hD?>Y*=bv9yOn3m3{$7$5CUG&-H(XRPg9o@|T-iaoz)BmHTe@*G$j4b8UUK5C# zkk)=Y`DC5`I*-EstlN&zdpU7Wm_--nwp_VVIFlRn%6u07nmqEoJ~r=I`@`2_J)yoK zc`Go;x)$er2@6yHv0qx&bX>Nt9Y`k_3JLeGe?Mcnj5jYsRSw5E6mPq=uBS%*Xz5>5 zdR4BG$>5#wfyb@5%1 zJ8B}H+z$DIAE=Wp|NQ&ezee@nZuRRO(Jc{Urf~7riEuCeferJ2y|#zS|E3HGjp<0e zN<6ks|CfMS`e}FzReKnQcQS8Gh5Fl`{cHA+NN_V|dl&#id?73Nu;q0V58MJSde5o7>-2Y$jOqv2yar+t$%`^6>nUG9TKcb* z{@GLzoL{IYz{*B5On4C#yjR*9GjP9OudqJ=VC@fIBl6ClrEy|`Pg?Uu(wEok|55XQ zXUY0)97QoH0fkO>ALAK)*MYVFWm!}!qe=xX z*+A0q$+&CW?!W#0@4xKm_lkd(3X-``udX5&2RNoLn&eMy`pf12S1JtofLk;F9&H$C zOsgi4E89?y&Rxa4b2cNGY`Hw9zU{-me+c`tC*1G)f9VMPJP}U%2NmW2+AR2%vso{m zNlHMM+r`&sFC4;jn`qaCEImL{Qm5~mIetJG(Nn|T7ZKV%pU+Ayx(wrPx~)&!s8Kb` zNJ_N-FhuQaB%`JjTYa={gZXiREy(Aw;mKo*yy!?%?V+hX!%$60f1}vx6BH$995xq! z2DAsy?`sH%hD-v<$a8wT*S)JK8scVPZrZ^}bX-`o+NyHa0PQT zB6DXpp%w7ZO5^o_+y?A zQf=F$H;wjqRj?wM%;gB#qv-fxpU>05w0+~JY#m<62mi`$M%-2snqF33WEd_2+Z@#gUt3HdRM)2P z+LTNBAg=r#_s~RS)v~)}bD1G(+eAhB&ea|s#k>hNqozXVG{dC|!QiSXgrGm;t3 zcBt9QmCqY#3(1w&Eg7#5fNGUrgV{+9P@mxmzc)VyF1Xn<`}L1QSmcvCHl5F*J=QbQ zV{{qg+or!PmrjD@?8?avY8)W3@Y=qiomBs#AF zE!WNMZ(qk^3N&02Gq}gl+YBSzx5OOM`*xJP(7%?9%ByxL2fs2#5}Z3f#BH%dHbqYg ztf~|cXwl*CJ?oA9Md%o|XB|VNxtuS-M@esaZqC&2E8VHvRU89y51f1lG=^E)(j)l-p(s|Y)pyR9fT0nCGUgy|7f5!R+ zXh+3Z@i=rq_6Fi!x%eDZpL|Fc%~`_W2S=QdD&2u939juBlXC(4#@awKe0(G(y^yw~ zv&O~2@=&n$=ltJwCgf;kOa#yExd){uQZdFx2R{T)521T{F1wUfSf#nDSGbv5Q_x`| zBeSpcrs&1_?fgS2w#e9tO#7>dEK0Iudgc~z4oMU5vtsHvg8V8!w>>@Qjb1IPb}D{6 zh`bz%$D(5e(ZbzCcjFUy=qae~R=_7mmC2MMmvRf>($b2T9m^DSk{G4#R0@VBFCF&y zlu3y3?LXvk-WcwZWFNRukBj(?C@-=GnZY@?zC8Pnm5@zZOTB4eGZ2&A(hj7fLOChg z^@k)bfZVg5IZoJ$w72@w-uGO~{~tUQEFa~k01)a>w)>pS1P?I=Z?QLd7!!*yZGj7e zNaoFUYcgggX~kqv<~;Q0%+Hex#T!NT^6#ddGtRd~uNDn^7#1<&G29P#=#{;@n1to=zoPUf>c zOZ=a+Kr8oVY1h#L%yQwF;46ndlzL^R%9Vvi+KYtgf%2O)B>2Q0rxe!`olqMj*YvVO zyK6+)c-!Sroty0~Q(i|z|D@=2`@_S?ij%9i`i3KFeZ|5hLA4Kc%}%u1Rgok5f*F$$ z=U#XwhjXQ!cPC2OUqpGQu^g6gHkY_v$3gYPwdP84H{fcFz(|7B5*$j8kZ|d+fq-Vm zN8|~l=yv5fg)kyVNQO@G>A`yNt+S9&*h&n=yp`OfI1I=zpFmUB#s?OT1v+2;NQ@ku zNe1$G*7SEX4162^So^bn2g3tmmxhyI)|H{l%P#{n`B;vCobNq4*~%s@BDX_2aNFdK z!AohVjUi8t)4>u^d~zL8DX>KmDo?{TLgkR5cl3p4_-BxuflGVn>c=O$PmUKmo$Zm< zIdMJ8Wnttcec$VdJPE?#pd`Y<>xQ7=PV?e83gm6WGGMLn2tJQkPe-#&0ztU%MSj9d z@HN}9YsCKw^&l^GlH1SHVVmEsi3{>X@xsKo=_2f?uIeW4o_-)qkQ8abErGIA z)Sa2hvly?(<%PPmG^^`$zlhidc|mbVHSL=hTaoG4oI&GNPQriW8p}h$+Mn|uv73>B zPt6^+c?K))f9{W&6$nw&iEBhYl`N!e-J7Ld7_D34ccmlcm!*mV-KP=Fjve9!($+}3 z+3R*Pt{n2z=dCqXHbquVlJ{12?L*lwOd@pzRyi>zwQU1OcB3nY5-)C9z3x%oyb`*? zzRG)%;EuC#eh=^8-c_ME;S1q01=9O9UqZda+dISZ#;|zWXzPK!wXoExx6nR-z(GCZ zC9`ikEVQ_iKVU*&FJu2+mLdnDJGkyuU`8?a1M}7bVl?Oh7x67|9dGEp`Nh>Xh!7ch zHh+k8{+|E8!$px3Cud#|ascXPHLV4|bC`)Qvty)6uMml&$DTBcS)?Y`$}H2JfqHj$ z+T?AuLmx!T&nqj~qI8=ysa>>3Q18{3Z2|IzXkP=T!NT$$bZ^hjQ!jE)AzPMo;Sa}l zp`cUOBlVpLkkEtNiesw15c1&bNjUW$uI{I!b>UPj>zwwz3-8r)Pa1GrSWcrvM7HU7hrT1I{v(1el+fQTbF5wQ!_vJEu zz7)gL3*nu_`kIg(cQh_lq7XcJT~oUIxFPhgS@`V_74Z4uTi(j@Jzyz!=2PM59k@XH zsM7S}2TY1GqXY9BN)*E9{nVe`3-;@_fa(JxB)I+Dq{VKJwd?=i;iBL#*4vjpQHL#t zUN5E+^f5i=D=iJgrD!=)&+e1TAnK93W~z9BOUw?k1kk8$wGl{!XnrCN8p%)t8&(7H!Qr~W;-+b9HcTA zdM`Hc!uF+2cc}_*!y#?Hed=Vrn3x^I%mMdF5qGqcRlJcaxGY5#_U7RrvWzc`Y|I;T zQM&N&akuInht3AzY;hY#?VVdtcmsOyOvMg-+eea& z>%PDg=iB83)3xt^e~*ijiMehtkCfrQ4=IDMpE?HTG7E*=(HxYM?I`Zg@)qsw-o_O? z=#JFWq*lC6OQUgWolA6w4CTEmvyPqqp{`;L7K{yM0B_VYhhe&><1T6!JW($e0o(dx_j8tCvHsC&bSf z%TS?~7a^fkOv=cX^1V-#2pNj(w{eS;`V8Kr*TQ{HJO#t_Lj2(3dvI8B=NysKNl;3g zP$1rv1bCc{&%=$RVAEdZ*n}{EvIB{Klu<7xI)py4x2&8ACqsB46J(Qp@<_hm;X}cEVq|Ef$oHtd4P0Y+<2470 zpp$Ni;L6q_Fjo}2EAeRkT@v^LZ_`Y?5@3+bt!8X!2NVe@9Eh?>g)qwV|gf8`;-3B zag5#x9PZWYMs1e+R$+{wr;D1XZafmJ5mS9^`4APDBkP0y$5C1cHILS1Duf?@&4$H~ z5BVrOymBCk1aZ{(;x9N!BDtu0QU`(w(32>S$4228G;7mTvebfub_mRIq_{SNi~jWE zqq{Od`BC9n5&bBLaN{L7b>-kXF3Q}{B~H(MK|qZvYO+#hFbta$4eoj0h6^WT9abEP zfzU|BhE?|(96L7|QkvX^srjIF*x2qZM81$Jd);&h-e{a0p5Idru9|8+(sv}*^kaD_ zSo@RyUyIEt_#FqkP0>Bgsz*6C=1A+)!8;|^G^nLHg5X$H2PDkv@7B1~5B3&j+x!?y zVTXPZ&iP|F$U7pPv`*#~#QFLb=4fn1gr}nu5>hMH`v0|)zq8#rc>cxxQfr{)?LP3i z=@X{z9`ngZ3Z}5%PMlAIqyp1_l3!^){S0s>mgj3VXJd4W?Km>$V}T@-$}Me<2voOV gIvEqZVL699nRn;t+OI%Z9tzg})c;Sj;LZa758i!kfdBvi literal 0 HcmV?d00001 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/2017_templates.pkl b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/2017_templates.pkl new file mode 100644 index 0000000000000000000000000000000000000000..bcf1ce236f8f318bed3c50c81d89cf19a53ab5fe GIT binary patch literal 246418 zcmeEv2{={l*S=XOnTM1lp^{L9w3i}7hRl^jW=dumGfyEhrlc|@WR`g*GF7HDAZ0E^ zBr5Sgy*bC5ldGSX|M$J$_vNay&$HIE@3q#w@AaI0_L*D>!tJSXalZdu2;&SOHrKYY zITTY-P>;{U$7cK4(V&5SnP~=$oMKtk*iPZE37+ zs;jSc*3`__G|V?(%{hH*Z9Q#k?eFunegJLIF*CEW{%c@nXsLaUTT9o>Qhz=QskW)T zmaV?Aq0xLSP8l2-Jk)<28G6+JQvpO$QaUzG-YnW9XFh7zdVPHe5qr{P$i3h z&pd$QM@TJeI~^S@z3+tuP|cgnjZO4z%;$~dDk@q(8Tu5=d+PmGMgnlsBC`iL1(jscRrgXyz|+}@*dXJHc_zDH!!v|HZ}YkH%oX> z+5Fmr&SnYkd^W%K($8n3Z=$bjZE0qzWvn-!2{q~{{lbdM0^3SIe{_D~nU9X`p`MR? z&gSn?*Q25?vY;aVY@wcyw#Ygk>1QkDd=x7b*ZT97twY85`*{8Q9CJN``5EN%mcQE5 z#(be)=X>$HX)Oxn??Y6Ye;ZQ#)Gu0pVazA^w^={;JgR-Z&s*quv;hM>Z}_?A(Z-+P z=Z%c>g)DB2?{R2R1^m*E3im5J;}R|S9gA^3_%HXH&tY*ppmX@89hJkc?C2bR>6_2t zm%jNN7B>MphhN%JIsD3w&f%B7`5b=bqn*#;@2&7XJ|*fnVA)Wy7u#rm(PV$+KOb}P ze6;k@4e@>Mcj^B$M#cI2m~v5T{gvN5{@>@JTjoa_eV;{!LS7iHo3HhIOQF1|Qvf64 z03v1WbLJ-cVMc2LaKdc#GZLDo+scnyHTrEp|T{BZFYfBs5?`H%7gnvy83m`Vt`!OXHbvoh|CWfmM z<`bqA#wmj<$4TK8W^_J)P|w=lT>tw%cm{%D7kz)Y@dI#0!sO-UkIbR|{<@LDu@2L@ zcu3UkM>2nI|1j`}fj);A09~1m&c`jc;dczkmKV}i-pPiG+ard` zIqZHr|95!H^#_N|+;Y#ggeM4ZeeLT>ykDtfVVcBVAEdSz6#5a`Nyp_s^C|cD3N5mFu zK8v-|M(wc2@TpBCjEyG-%fA>;Y4`c3Ax!t+qbJR`%TFD#=5uFtT%mpc90Y6Mkw4EZ z$MP@6^Yo#3w#6non!nn5`M2YhHA&tJkA1X=hv~V+ye&2EQF_&QF@DW4DQ{FT$2N3 z1$Xt_Y3;G_D7#+oXOnM(?fWIFZBD0P`4`ub_ zb0xrxLp|o+ zFiNd~<7_VCq&umRjde~X7ld%3c(9^^vmPHAx=yQ=^0WpzHg=@nK6(qY-+$UqvvaZ) z2XhD^KP>y)1TOiC^)`G~_nv7HJ`j=hu{-dSA~|Oy#jgaFL+@DgGu?)OyiD04>8$V=v5-Ap&YQE_$g} z!jtK?Fn+x7W#_lr`dDo|YoiX5yDtebb!o4^AoPIsK4$ztzc8m>e8K-a{=Vvd3s>Da z0OV~_g}3s$F*v{55AEOi@~UM4VIBnM^y``~m=WD@Q zuhH|+TPCW3SyyvCsJ+}m*L$^M+2`+Qod0x-KYh&0Ik^DL&qq*=hkGuYuf=gzn?IUn z;h@b_Ij}xR`JC>q<@eL#`~pR;vTXB71Q)|2EUvQJE3S9IeEn+PG;yZ~YaL^SY(SKbdf zw}J#@J@f!H5xf@6vyu(p^5@MS;oF2DEpex7v6i(>}zKYZ;f+^@EfwLJ^JyzwWi0tz=Cbq43c&W-g)~NMwAz zUisxMATK9o?9jV!+5E@KlaZvYNduexcT=QzOdv+WPf=TH1H>={?<|bnwrsq`d`VA7 z#PG6gfb_;*BAb%s@q=x0)vl*a{BX#cTx_`gkvRS@(uo-Vy zQg1!_jn^&)E$t8Yn^36o;|5u_c=F3}!dU#9?_#W+W5|MM{8JtVcG%a`7O$`W-DCM~ z7R86;-eBgd+A=lQKVJ{}y89S-jB8pSJ;4o9d6Z(ut%MOJF2_$Sbi2UrVeOgZZTk_c z?8$Iay$skeD4yY6Z@wh2OVt_mMoDvx4mVU1Uts)lP#95VV10FrEDMy!#qVD_v3&mI zb{?WRM$ZEj39g-_8Y0M!LB;5-cbR}68PGgHw|u;!^tn^s$!w4xdTqk-6BlB)O z;|VeQ4&YDiz|?gMr$KU5;SOeeFUq4jt!Wo#oTT(&Q_DtPpgg!OYEOwM;@fiI!qz-) zcup_SKet&3F{78g@SY?a(p{@VuP2_z?6;J@7TZ-x-r>#OnitlZ zUCS`z7DF`RxXB4##X)m&>DHR8$fMj~ct7C9&f~(!=dia4x_zmzHtAiG z(#Y9mrqr+7VqcF_F{MT7SwsehlZXy<0n}2+n$CCJ`<3Hv~P_*2ev37`_4Q) zSb9|go*UtjkUddE+BunQPix%;S}#>PLQdn~=Fjm}QnN)n401?>zV&_*0@+Og4ae{# zAzsE&XsS&SSuTIZS@|q?HiklI*ZP=4Z33WH|M;t@t|Y+hQO&y7N(grfbB%CbBD4@& zCR_;p{q+$RdRFffyTjr7IXsq*wIUEz*mP8?R|19{6kYm?G!gsREfK|EBVhJ~P|`~` z(cjif3Fvl zk?X7yu2Jy*9DRUYtRyVf<8t|1tiRR98@na`**Qf5!&6K~B;go2JzZd+DsrfK*v-Zw5%^eC`BJ!ke?0BI_f{pG z4hB2J6w*5{`G9@=@zYbjl7L&k??(6~rDf~QgO!5ivq2~f(B9T%_t^*J4kLn0%#v_j zJaXMfdL=|XzeaTr<6StnH9l?ET_a4Li~9~euJ1D`(RmmQ##ZO?ryuVDc`6+@?HnoS z?{>a8S#%sB8|r5DugHSFf~Rm}#^$$peGS@btxrRtZ!Om$^BaQDd5kqbbE_l>CaDb( zyir7M5lUKo5=(}POxs5|LBH2q>Fze#Tq1Aapw0-eRbu|v>y0&Vyyf|TB!(w}wj<&Y zc^5N28%Y-*bZ^0rJ`R{Id*8{>-Fn~@s91B-$O3CU%;q>A)X`N^CR0Bc%h2PG!Nu(V zFS|oh=bF-W$qdd$*?pot`3S3?Hi0`c>=b&yl<4k}bie{B#m`fzCDH>@N@7*H2WYB#3~pTMwk4t#6TLb4 zVR{+!0L#%^(Pqo8Hh>2byS zTV*^wMH0B4p^K?&%jL%>Bt&b<&}|@mSu853VZpCDc!BqRk^u~My1m`eZ-WH+$I(46 z)q{XL?AP8MIgd;}r=k%@N-#(PCnXi0|DcK8-g`Gkt=>2SM3KaA%?6uYl_=_#r#)9`8i({ zvw}oL^-HH7ublte5tC1|n=OGURai@R71jfuni}b_jW*yp)c20ynD>h7EuDN*akI%1 z91qXRJrG%Wy{oN{)yB)XUFJ7ZXoXqd7q3U#XO(iUnl0@wudZ<-F*b*Yjlyg9l)9{# z|Hbi_JDz(~$TVrM24h4#xA8;EmYvVqAyVN8+&dFMPpjbyC$FSXB)D zwT)a5o4MU{OwQ)OFD|h4F73+oV)cbrEkei~l+Hz&r*2$1pO&*N$!GY@q4zwi=r`Gw z=ZAY+YdzZzW1#p*C&#AlfW^;pkJk|w6|M?*bEw%+F=0xx^88j?kE@M0yD?}eU)glY zev?vmrm3JY$M|`}u2Uq4S;BLry-qjNJP=tTf-O!P%^{1rW z9Ti)?mE(2P&;(IjHiw<;z4*Yma=c2NAbFQrOL*9HL)3!LZ^e4MAQ(K-r)Un_Nki8Z zs;|7iR$CvdjkkxZMY~uB`*RNHJ{1&L->+D*pf|J~z11;$n9cZ59rTA9dY*hVSTX-- z+<)t~qfp|k#9ehbeuDY-V2%ND{DK9d5~dD`6Q5bP4z0X?9-2Mh)cw>UmvZpLHM5oD z1rbfZaw}GcTf3VdSVlNe0Qlz&qjG_39+elW!WVm9y z)z;%`vuC^6lL5u2V1|O7pBv$prC;>2@?NJqfQr zSCSi?+=f(ZCzH*zskMO>EnIs&=ocF~{ZwDSB`TOX^9_wdR2&DsEb9}_Qd}D<>LJQtH&j=H_T7Di2zad*|oWJ z;)tl&O_A1FVUYjKZ}f%d(6a0IC{Ee5wKfw1sX7^+m0JNtQ?Jm~QzDT2Y5lSO39)74 zU3uypye~5gz%jVr@QDqCmC=-)KY+k^rKra&zvQyE*b_{fS;Y^6YMlv2G@%HldV>i~Os*j%o zR%&$Xo!8i-UT0XD9vACxwehwO-D_xiFT7+wZECb|rREmF__NPAa*B@w#M<+BpW~B8 zCb;bn2{0c3W0lsF&ATL)%|GvkiAJ8@95_#Q_j9PYBe2KHehdF70$$vHrvBB-=buUD z(4DbOIZ%0KX9}f^J!FjX>m0neA2#%)I)4Q z1<3;b_sqs}%dWS+tRp_1RlJ%-$F;T{CZ;&Wc*EPvVfDd z@(ab9^Z$CiJu)I9n(9I@dRn|*4jc>@j@)`+N&m#PeWzvO*x&(S1^w|4`DhT`Y5fVqV@N-nyz=+F7CQtGAeEyC<5}y(277li({M^*56e#lB z{MNNM9^UDZ2kus#-H8%zSjXeR)yhZNTPWevIokVm>)3vacR)e!)lf_{2u8cgCz;D& z;k|i$W-m=X8`#Re-S=k0@ALazz01|(e>L7<<_DhmF=i|t(0ZQn{$SR)nGNI5Y$j@W zK*|9EnkoCFT@E6fD;RZHyxDB3>Th?Vmn=8=`>rMeXiItrq0KK#9YufV0K?xK7+Z?)moMrIGJ{I*kt3zXq; z!wI&TX{w6fKb}36&~-ccp$a9Q%&|97!GJf9dBE2V$k(;Lj`gwB zFsF8hxKErJ;iF+CdfHeCH`4r-R4~p|vnjH11LBlV)}qQ=4elJ5 z@4k1ux@`UoRbQMh?xBJYUo?;5P%t4UokGnu@hjlmx@NuY^dZZ}BR`)eqFFYFFd?~z z^ozb6NFCd1cI|BiB$T)~@Kc2?8;^ys&cg5|74SUUVJWzg30bLL7VGifhBxBVC=zv= z62nu~Sz~eI++qq->o=jpaLEoW&F z73RrDfyjNJZBDY^$$uTQ-+$UiU-rRl>NFKZ-doq%ufv3>z6qh|9H<7DU}moE@=?pi zb60g1(cdZ|TJ>zrX64z6?3OpaNf8J{J$F|NVO7-e;b$`85rO_rh*kjh^QFn6Y*Z z^Fd-UYRq`CZn!ouc*S~<0Ndl%kEF+Gu-5m*^Z)JRN5Wq?57by)7W=eq;Tt#9%C$dN`%Yi|;`R@R#f-%j#1lNgZo2emyeV;6&@SKvMh^|CT%>qMI*!BD;eWg!hK$ z*?Q8g_;|jSqbj_HM+!q9yFFvsXjhE){MuTp&Nd>r;C!tDzn6=18?IvB)f1S$b1R{s} zz8>Xna+VUZ74yG1{(trOTj-7#>kglU>z#w)Z`JbV>sdH|XE^;@>z+ITWPIvyCXOXT z;&x4kjPMeG1-XRgfE4M9>sQa={P^rWJ`}X2P~3mMa=dBTZ^cc6B*6K~fK$_J<^B8A zPXRG_HICrUULzsK9a{1F{`jO2!;7N?z-728{%ys|^|RV~Ty4C7g4*rE4tPuU)BC|K zgpD%`>;DVuSmm($M9@R>*>}d25)tNkuQI!X0K&)KhrQmlZpC_Yyz-*q>|Fv-nb}-r znt=WNfXnSazQ>)W#Ak8fVOc}+rFHl#&hO*LwN=hXh@o@9CI5*M)r#@5?j7!jBLo0L z{sM7%|NHee#@?$&R6@9<-i{m?NzI5RSkk}T1chu+a5Q`h@m|2;bqD+Q{5~$r!chnC3xI>`+*O=hg53`}+ zk1?UO^L~rf zipm1pNjPr#oZjA47Xi)|H(vAxED?8&7E%+UaaX$Dj_nXgQ zaXX-M_@y0{!>{b<9DeDW&*7K8`5YEE0Xm0Y+EF?D%8t(Am%jNNe&wT`&*AT_@I5{y z>NsH8P_Y-=Xn)aUf8{?PbMbt%^wACReeQSZ|1?I$`TLl1QEUB`-#q@`=b>BXM;m>g zMTSCN7_FPH^?OU9ynj6o8<`rdF*39H>w)+CgD;K@jgh&esPvEX3`tSrA9rMMjBJeT zWN^H~j2wKzlu(b>xN@8nsFC}{L!xf~LrzNmr1^(|KMed~;12`KW?=1W`M%@kd%#ZZ z`K&^&5VG%b@?&2E;OtOQ*^f!HFlQx_Shhf%(oWg{zc%K_ukSsiKV{$ZjJl_q-$T;L+{dLzTzM zL2L6)%N*YxXyoV~oThDtw}GM$q2)2uU;em%sPPJXxMpA+vAYcRH8-jx=6ga0*X@hG zM|Xpi*VekzEW*g%0|$bbhKGPI)H}t*|2}Bq-kJ8FtOlCvWCtUxqrg79VN0f9e7*An zP85W!aZQbmE`XknpqgSldtfUt*Ji!82PEH%y`ZKMMs9^{D%pKv1YU;d*&d-T1#gYq zu6-=+5P4nDyS1+f!t4mA>>jp)>zPPeaf4eRe%1>wJG2OHwTAB%Fms0XM6C{|Q9fYs z3+l;C5Jbw?k=KlOzJWMjiID4*MWAP#AkWFy1ac>G?(U0A2G0O#pD!-$;1FFldgERk zNQ?Fz9Z$}Ou<^I#xmvbh%tq1n@zGxBvb>YnZ*mZcO!DT9a~%WMtsQ%JPt^g!B^JD6 ztQAP_oTqbmnh*9R_}eXXdQFo+UA+#!Nr0L+t#T+@$TAdU6XI$k|g|IYbr z7QZ5dT@T z;{kg+|8aLW0c7@?g!Gj9R?+B-7hI{YDvDZ@=7mg_jzKEkGwvjsattndf0fgr`Tn6L zATfPCfL6^P?mr)*>s;ReeW?mY-xz|h=A-xf|Fyl;d;W~0a0uXjdwF?x1MYnMjiNu| zZ4^!K3_qRpZa0+R?w~lYA%KJx*Az#F@q&&)?XBnc_9H%_R0JWY$Fqb68cTfHJgoeq zhqgetW(n-Kn5Ojp=m+d9I2h$vbSV)xiz1^5;FDhVdg(wP9=P)yAQ7 zD-LdGOf?o>V@uYQw^|jv`x4`*qICsCOTuLM8|$HI=4yK~Q4nxBHxBD~Y=gV$zSGgy z*b&aMyaRl}<1j3uGs{d;hlSS_GkH0(^>( zJc{@{P#rl$g?{_Ay^7GsV&V5uW1kG2pxeO*Q_png+U|-VT=B1PN!_`C zk$KORR9Zg7G^9d)-PsB7w0t$Yle-p!i|&tGG;@wLf@N?+@!J%MO(2|kd9_)Cxel%u z%HG^(=m)b=)f4tiJm50tM%GdwfOK5&iD*Ib&%jF8vRVE2{2#UT-hY~*0gT#SzMta? z0zAr(-kaQb;6$o_v@e|?Qd&xCO2jkUoh&QAk2rG zn=a1~t#JqIIeHzu^cs+E+dC{*T_3F_;P-fL(X7 z^IP0sz5APPU%+jEmLl?Eo!P*Dz21g#2i^_D@nCrJZtv}V(C`5>mK=8(l9gHTqjiJc z`hWR&j3tx{c#{cim6QdsK2NSTIC#nKVjEltG(4nxEgpl5-k($IfOp?;DYTSMk_dNQ zf=iQi-$?o^L7>ikMqX|Czwd^|{ij=RF}cnXs$1|SAU{-11^vAO45B~q7({o(M&~6& zb3xujUV5IsAW}FjbRyH62SNoMsT^;JAWygs7ST+$LW_U&(CCghta`h8XJ`9nlYngP zHqO1w`mk4m^170GC2Sei$g$nz1=Iwb7TQi+&{^kJx^wUh@2UDegIT;4aIa^Vd*YW1Q2yk?Zo8mXP`(^HR5hFj)%3zRT#uT7 zd+@W{^Ry6XHQT(Y_H8fBSU&lz=yDrNU+B22wOv;>y7hpe2E5E2rI_ZgLt5*vJ>lA& z3mL_96LE9s@8MgxK9lIN-pKeP;AZ=ZTVX;OS!d=r`C=35 z`yn@NCjF4^4mxcfeMdL7L&0&vvm9MTz;kGao#w$7xG|U|_Hi@{uH#2CmY}{OC15xH z>z!dq&@lH%CRo^(PnnR(DZ z(ju>&+yq372Ts2A2m#ie5}&JjdI8y9Zy9&)Ht^(kUf8%#4kA=0eJ7qAL%!@e5~292 z0@lOcg!V~SupT`+Qi9tCTbq>U)CmgUkVN*OFrP-Co4}isSQiW;6O20FQhLE#|7`Ro z>e~=RMe%Zu_y`=g;yXC$cM{RoaD3@%n-1heUp1_q72w>Uk@4wAs9!ccaO@i2&O1;p z(f=ga;}K}wBqSLSy8#?h*)I&FMnTMc&yLf^58%|T)X+5^vhZl2z9KP-2|8A~rVGIP$E%}u~1O7}4;GX(CwY7CD1)(g(tw>X@SzYUA^xKjPCHr~fK z^r|z@7rr+;UT|h_pnVBO=g1vy^Fdr$%s4r$x#y;?0?<+N-)+j)K*p?yOjCP~Lb0yp zTw$m-()nsCkKtxHls;22|MtWI4EM}zeQVJS<3q|-2w^s`dC-qJC)9$l5{ZtLjW6(Y zza`sS`w9-OZ#&T`9}9L=>*Nlm%0g$A^tAD`D$=#JnC)d~1vtMEc`1p-;Ww?qEN3H~2QxlyMKA!I6c##8-lx zcB>*sxA$ZpF)fGDmoIK4?sotojRMhY4l^??>uDP!6MmSA`{#ub;a9j(0y~ zucbB{nCyftnqdYfTdd2}rSRXcuZo5#A7B5?r|O{Myo>bZ4e`M0IPH?pP!05V!w6oU zya?{Ra_XX&hQTw>(7>H28I#B2xc})mcn3k?82fRs>NeaLDUAL5x-t8ejB`(&gqaHR zLjs1i$cejE{YCV}V4e|&|4oi@K0fO8guni1L`AGG@3VB%fv}ENgPT_^k+RpBgM`I8 zVEB!6YYm=NuJ{xC0&D+Z)9q?!$e>!kD(n%kZSMM}$sc7zX0s z8sExJf^HT*j>-^qm_7V_)44TPNO@*SbSjbu5$<=sy&eyRhD`(Z*N+uJmyGY*S`8oY zln#m4v%3r3*Dv}woRERqk{QHSxDQT+r4+_DCqV1#gBwUvb-;tX*CcDe63N@J=eaSD zO zuo@JKwhmKHUWD$M5Fv@|VIXE(mwoh5Ds))PxqU6tfr*MW`?{#D5Q->@u=mCtr%-y^6XlqfJ`4)xett%Z$mA^}s?b6n{tyKG z^)~Ver$U)<_cs~6Rybm&MmN!!0XGGt8zXXtK<^R9PL051*kEIxEA6QRoH;W+tv4-^ z>+}_`WUZ~sXgqzpUlm6~)mHO3b>%wP`yi;4jw~K}Wbg6&qx8lmc*yDjN^ebpYn3Uj zhe5XS!*;uuN&kAi=@WbJk`&R!=l0OntzD1(vF}~=8*pz*dAA=~_KGCTop~FC@MzdyQC-(K|PqBfKh-NL6HioB- z?+XO!;FnZIobQ2!k1xxlE)A0xI^N=oL5yg!P2O>!-4y9--mA z;^PeB&uk}Lj`|~b#4mbYnhXQ8%{ax^0qpCI#|On-;-qRJD|YzwA)G+)7mpK6VR#SR zRspSNQq!Pn%+*IX&KdC6y_3I58GvX6O^>I&ABM|Y(q6lqE5OQ6zP?rTE=~=o%d$;p z`uIT)F20op+bAS+e_|C7%Y?j}R3CS4a)fQqJEsTrLl9(4@04@S2r%lK1xvOse6KzF zI8CqeUIwkPtDGNTcgH*{gFRX@7FTd zdVLsTw}(;&3u5a`tjtpYP`SOXS?ZON1E7;rVNb4Kr20COF&hAVh2x*<$sL_-&96ZOe za}8-Q;@ZBI>51_G$k>$^iA`i;aM1j#lo}}J%+-K*jw7eVzRPgi%x?&S-$K`eQsXT0 zWbhL?t7Jdm3|w;q16qUui0Ce!h{l3p*m=o3P|5r4hWsEgn41a3hexk@3NW#1wA8`dB4?{gCKl==WB13_OTP!vntDDf9hua>2 z`sIsd@*KL?6iP?|<1< zoQ_p*&q*y;!me6Sk?!Zj9l8vn)9k|e)?*NX6D5~rkppsK1`K3T&cH)<=E*q^f5hC1 z0#D}RFa(UW_VqAh=T}a;o2vUnEo6?`u!rppgbZ1Zph^7qknCk%oe`4uuh*NV(EAUj z87>%}xO|IEI8H6Ro*zK`QSJ@jf*-9L^fp_!;rv0T5ZExq%Y5TV406ckkgvokT2XHO z_BYesBBDgpd0t=ex`FG(IBxH~3``vK{+aGm$Bd2JVf&Vwsl!e;p!8cuuP|pd@TFkd|4!U*`GH`_eo>rBvU3?5eF!P~A_{%fMvMtCstA_pjqu4Y&Yb3S<^awuH zA4NSszA_}@mI?QP^R5xzg&KFb%D3ezs(S6`t3_?3nw~hEf z7nsD|Y#bxUJ|5#-lf~;_wZSKW`?qgihz1L4m4th!_r)|d3<+*d@PM~P5gvz2Lm+%6 zFXlOICPJ4m7NA4W4LRK>M)yx+_uHj@)>!NN%|J2N_Dl@*doVtU8#HjZv*BVo83<6ef$DI}^zt(?2>$H5^*d2`NIY@mU@mrkISs??Q)cbJ`qkpXv49)E&e5jx zm8%-$eU)~TWV*s)J+4%LtBv=h)L(+WA{f&LWgiO~-)OwRjAL#e87viA_#K|t@|y(n z7{j4otLZAC@omI>Jo%{lKnSdPxWk;DC>|MZeJDr0qX!C}8|O+hWMgp9{ZYIGUJ8qf~ej45%P4{pHPPh_;$6szHp?ry%g4p;cR@1e!Lpb%J3k^JCBO$;JF zO~^m^q#HVR>|IaLg#Gw~*Gih_c&8m&UTo-<+j0|V)7Z=XCo18quvKtowi7t>gr8;` z4}nWG9z~q~2}p}++U7fVo`Z97DQ|&65>~x-KF7jkI$Hs!puT7Db2LyEL}Uy2)x(z0 z{TCE$F2M^D&W;WGsD5A&3DV$-K}auixP;<#!-#)Z;lXTdy|vk{Gnv$Gho_laS=N}` zfPm1)Jq}x|K}4de{(StuUvC`k@3*(og<^Oj>Z94y)X;+&SF^|xRipYDt(V1H3jfoN zJA>mPvdngi)L0hQ_4nwZSERQzx?yv};cxvK*z4WwUTLdm=i8u>D+wX#NdwV$O;#sf z<$;PUZTQL07E8umoCkXR=&jOqu@5GoE9*K#G|`Osh-p2jcNAEaoJZ^%x5z@6kM!ipmJ>r1N|CkOy-9Pj|UIwgCD#`B14@YkLns!60(VZL0j@WwHf>(CPBdrax z89w)2*^>?qTe6QSj^=@adIXCvxg{*t<4X0n+Iage!BleUOEf-}P|!e0td~;1}FT z@KmB4c*GxH#iy@<#^F%*#{!qZmMasXa)<}5zE0VSwk+gzyG>Hgk!~PLY_hwJVCxNs z>~M+_v_b4_|43F)8l3U%nI>t?10N^iYxjFC{`Go$rph(ycXr`*ay!?#bk-9K>w9#b z`HuZh7xacc&ggAQ+oSSk#yH3%NOAB|%*0yXp-{PjA*BooFW|kPI)?pvHyQ`M6&6o1 zC)k8~d`v&`_$2E39@_q&ZXGPTj?g~0fFgnG9KwT75x%C^Don9KFuVRV!?uY}2pe*9 zQ0&D{m|}a0^9prUmz$p`kgLNBUgEFyyI4Gnd`TV==zQS|`Y+jI*{Wa9*TXLQBR;$6 z^OKJ*+@OtvHJa~p^ABet{b7MoebjN#na{%2nw5#{2+*+3ATNcpCr(EO?+^HG{sgB@ z>I!2kVc=eq5%+U1a1kHx4*DDm{DuzOXc;pR+LN!UP6U=gP4|xNlFZBJkG<6W9LKsi zFxi!IKRq%Nd7qk=WdErYE{%H!22Ni3ZGJC%zDney-Y;zq5@3sBjoyRx zxrqDv-2?kLYZ{EKxn?2{#O#W@6;JOjVrpspt@_U}LMEo%L+1+;@kc3AO8 zz}@>zpW4Mr;1fgtb&o1POq|90Ej4!KImwZg5dn=`(_*UWM1Q+K;T*NkXK@S2PSo(X z@qLD9nNr3dLH%BM0@1)L{9}B`kpRU?yTiJ0ks;cWOP~W;f9e412FXy+iAb3_Qa3hV z&%*m7KPrrONL~nm*y^X$!$dL2qa>O-6Za5!MMo*8E*68_t@4vEn`r@ua?v(|)GM%d zM{){3Q91B#lrBHF_VRD@<pzm9N!lPIabaF?Vk!D->=wU6Qvghcd33lQBERx0CjyvHTAZcwp0v~ z>vL4!ai9er3Vy3RZ?Js5X+<>-_oDhC>e=&*rzSB-U`6lg!I!A_%kktDJ}FL{hu!Jl8E;pK-3tDa?;wc%EG#_i${|7<;MJ&QDB_Z8}8Xwfpt8CsoBo-mgPco8^OtAT&^(k&FQqNViC-7k2a7i{r>nb z&S$yfAuX%7nK5qg%Iu*4*~Di=GvHx|#k;GJloPVc|J|nfe8(_brN%S&gzngax;PGL z2zVjKBlHp#a%`cAHc4Ko-V3?oK53|sGzJdtdfT^mW53>L|H1g|Bq{3oaojfl>MO4B z&7mWm>uwRqDr?kjfA0et@X>YH+7`}Vkz^GZ^+YbI%NNRdi~{-Krp77)Z2l&5FOtqE zHAQ%+&s3;MYH(p)>3Y-(I=&r#`d=NEoH}v+zR1 z8+m546Gx$wz~)9Q7j}N>S5@zRe3c6g@4t?`)o_LT$y&MUD7_dw|29aE(hJ!lJ+4%L ztBrTn%QzgLz!uX7+xk^i%^$zVjN3XTc2k{L@VA}RQ2qSC0j96@J3V0WN1P5`ALdrG z1ulxF`=}3IAhc&v1vU(fz>vxaHBHFE`z+D?AC?q6lP-G?NT+LYiq)M!GKF7VGo%2N z1##ahn0Z2It>``Z=O{g2U;pVV_F`!=4S+#w7;k*%@pC8q_FptmKaFs_Wv|-c^ zl#k@x>B=gFdImGzdy41y<961=?(0HCY z6~5_@??E=HeynNf1#nw;Ct=UMdtlgxpOa#B0n#`vw76Yu;lthxmiP^*{0wt7_g))? z$Jg;b8EnF?x63>WX^GB-HLYU(bki=-rkYtkBwqw0L00N-<^KJ86T9O+(X`7B!_!6+ zu_i}B^m>MabCBOXpm1_QZ)hIT+YNmWd@o+qgrmeISsZmHSnK--hS01%Chag0_=36p z6!z;Yj^fc%s+SAkIKSHoN)u0zbna)nX`Tb30u~XsH#%VQLdRR}?OOg$pSdVIC>yYM z;n^~QlpGA#xe|04CT#NNT28(}*CRR~S9DGu_g=>pO_(tl?4L!|n|rs?=vnzGNZop` z_0@@UNNH@D@$}vn5aejrd;IJkR{l+&*tT_^FN9#%r$R4Zdx7wq>cLN_^@@jfKl3PR zz4AFjc|ccI6B>5$Y>HMlL6i)sbG3!r;hLc88<8E@{8a~TJMv(A0W{0cy1CSOVDa}& zYs~}la82-DU(prt!2}`o3Z|NjZ3T}K6`n&1*ylTZd@jS|%*7CMT#8sS*B7FU@um(Q z&Vs{FYx!}ytifTYOu-SSlR#H8+M%=F66y5vFf&)Kg@d<0$|>IQ#j00A@m`UuTN1QI z2p`Z_(SwKEr3zm>%!NP=BIU$`u3&TKmPX+%O;9PAe6#nR2~xTyo6Nzy9h5%k1kmYW z*SlCR9+^?}29`N+iCUYBcZ&lo*5gX`x7v7>4+OtlKCOY_slQ4hY_n)7W~`udRYa0a z6EnWC(foL$ur^R6ywf8(V2RjdoPBgsLlelI*shhzo%3p|1P+Ep zK5A{pUXN=o2pJdSpw1t@TzNr$(G^;~-*klYVU zBG26)-N^HL0f#3E^VTxn$MA$+7f5J6vxSruK_Sak`-=6xV0>Bnii~mwe0(AFSn7^B zFw1^AdCEc)f+8~Oza^L;OpRL}R2sGe1wZAt^T)93U92}UncaL(O>@9GI9Pup!@pl| zynOGE%OIyQJY74z-%h=%8#C_HpKfb-zo0iXkLc~Ixr0sB;YZ+QA;){w_b1TnA=-^o zI-|BO=h6%4ODq3>?7ay*S6lQqOoUJ&LxwUHnN=v#*~^eIb7nG?sbrpi=6OzK9uk=% zQ-(w;Llg}(5rt%EAQhD%-e29~-rW1?z0d7=p8Njadp>2Kz1IG%z1G^_wa>8k*<1R8 zO);uexzIsBUxey=5>2;xTBDa6t_FLW)}jJBol66(!Atcn3HXO6Euk7@CPi8(U{GFE zK=9%U{ZwAvU?NMhK%^=eW3uy)Ft=KJ!;Pc(bygDS=F9zuzm+G0-_#(3XB9I>C{PJ? z)#%jhy{V7wJvklV$F7Kqv!XsyuXn z!|kAiPZ6p*eLqez!|JF0D|@}hdg_iMs=7!^H4<)smEdmf56ORw#?I?g2OKFz(W*41 zmjd#U>#KE&k+Np!UJ#jIJnJR&+V91QBU&r<<1*QMVbMkz)$g>tJ=|i09g>Zf_n(nxHp;JP-wOvtF6CD%p*rDp z_oUekuq;)>8k@piWS+9RW<%6Uyi83wG18gWB5munDRvwy@$w@c|0(`{wLJHAH#nVU z6_@;wRN|pxVY&Rg+%!D){eFkGat+$m#}d^y<-a8Ndsrz< zrYh@~DxqbM`+&-&#c&m*TPKtpYhZ?@eULaQ*>Mk@cBs!1)lEZIcdu17;ICILdp18B zWN}8Y*PvN9<~qt(Yxop@MgqQ5?LptL{FlVBr${) zZgqJqP3Vurr7S13>ql4EL%QW@HAe`b=(bz9WNKy1+5A4e*&rY)LBE^Tn^iD5)766~ z!uwF{z`3j5ax3Qx{LIcVb&sH1-hjL=2R0|qDPix+Po$6Y;J-KYXnX4NVCD0`&*bg$ zj%RH51eA|4jXw)e#wuUak=7j^MB!}uc~_48{q`X29O*mPErYadG}c}zwZ%3rV6V@K zJwriOxU2kq*OzefGrhj^jjLL4FOCE95wwP^-O5q-%p)hGdaChZF$^+l7V(qI7k|$6N_a}ep1JbPF0sQ zW*|f$eJ#}fo&uKm_CO$c<`8=M@raf*Tf>sv@BaN+YP;t;ZRBY{+0&v2cbO?;hnwg% z5_JaAy>v2eCz-$Re+GV&-h|75Om3KRY`eW5yTK!#l)^HIx=Cu@rXT$K^7`1%&X}#2 zLWMb|rE5Lau+}|YRYHc(kP|x{JES^Idd&eUe#jumhtu@ULqoHPgt(sjVdFe z`V|FaSM-N-ep}but}8`cb|G``Igc&L{Vqp`C0*@2VI5*$|0w$Y&HwZ3&3xD6dm0NV zN2D!rXhO{B&6Uia74~d^^;rS{BPwS>!)*MFQophTJ(!r+{UXs2D%u zDnWcs3{$IYj;^q`J+H9Am+Laxq7_Rv6|-{u#-Sz9@p;cKbal{bgzSk7_A~$0xo+Yg z9=U|<<(!XJXRP#JMfAS+ox$SBTu49K?ztRh<&5hcnkzuE+O)B!0xVYOr#*9IO#s_P z^oo7&iD$wq@2BS7o#qxvcB9^nUT2;tn_|7%ft1g?3(@4j4jL9p-&RXHFhHV1t?;~1(p2r$)X4z zkLZN*OJO!Uw^XHJB?#yI(eY`*O1x34JDSwctKht52$n62@Bl=Yl(qcA=(AyxPONe=cwJ?Z;DHCo9ml2^P!A zcvrMl{f2~^=Q`A4azww5ZWne?s?~wb^CN0qzxCpS=+8g3ce=^nYS60)X^WrOBa&i; zo;@*s#wksUcp2*J0^|j->(!#CbMbgtxO{#h@c#u~@UJ&Qh1e@lxJOIln@AV*BOd=L z{(iN*80TZ1`}H?0`RRea;DA%<-KD$@b0}TQ%ralB?zKVl5qhLQLl>CAumhXenBr5Y z%!IDo?0?D_FNU?A`kYnhc?S&|uJ0GcuV4GKczAc=;P4P>5xOA29HRNa5@{^-&TclQ zMKbJ{XWs@0V8=IUxzS(hLQm%I#+6O}93MZ%>-GJTKK;|QXvbFbqx6P+Snk^9D@C?l zs5kJe^7cJ`|N3TXIl8iAxT)=+Gm_$Xck{i|1|(8~DXxKTl4+qjqgMqW$EMEGFQDS|Z#R)*@PD&B$)xBrSlS|30%WFrf?4M?E~Y zH{<8}?Ri=)E5cNPI77FFuzCOc@z%JHqE3sAZV4B3b3B77`45)z+_J0s>B4E3@;~}- zyrsv>^due9Iw5hHHkI>xf4Ed^_wgr59}=6;0TC`zrun45l(Y1M|Jx^u9xU5?pEU5P zwFSpF)~>MUTEhJ4E5UT=B*$Q2q6a5-S9xp;gE9>wn3lYrb$1ii08JX}!yD1qduLp} zTf*PA_eXy+hCeFkT-AhVj%;3)+?JR9meyz^a>>is`sUF#tedm?iX}B83Z;v8;@>TRaU9u+6Is=QxVCp~xS8&GAdMV?Xwz06iSzbtBzblE52F z`N!mEI@>3g@%E#?e$0>V88dR{Dj&_th;19>o3f7}_{aKL29{^ud$SG= zwbBb$jIDeh_jfV*tMT)1m$z5=DdV}3Pk-4Cg_DO)n3pFc)5W3t?8`rE-7Q@88S6DplpPl$gVg%+}0*;Qi*;YwSHQK+I-Qh3xC-TW=-7Ud6{#6 z$q%|#&_^3Phml@7zEHwG|B+W6 zETMLt!-Q_Qut~)I+@C-5pZhz}U|N$|tfsT7JFV{L`kmhB_aI%b9_>>ReMHK#a(#$Q zZ{9bxJKkVvRCxu-wi7>%HzO;z;#cHtsD`dZ@-S8Q(sSW=fBaqi%%D~F{_NL~$=NDu zciokE`MdId=D%MpZ%l`7b>aKzzr+b?-PXXG86PEP5_-u! z%wP_CS)*9pZ1!_}JZn1??V5fA#c$%uckw&B!vBpT4&)p2=dj0y>9l6UKbQA2f3;4X z@Y()u4%_$e%JDucvcI(Rd;9m2Fl>Ke--I@~StfL+uY5leR(X<%fPEgz-(M^CtoG;f zh7V;)`}3<&h&jbH?;6D%i&+x!0ms95Wf3BgY%oCic2)`N? zO>AjqbM%xoF;BoLWdfg5+pI}dt;tla*MwV>t6Ec7ufx-~DHABK!v7~wX2Ab9j3!Y~ zFgMrHITcN$AtQS#dewmg_&-|sKP0+*N{3yX@h1k~PDo{K%)*I_?joy{f%s8^;>?mi_2F6k%F%7sc2$ZGZ(W{(KNqRY2sjW^suXg$sv1pyvTJ2 z4*WpS`hh_6n?ipqMf00-epGjI&5jy~fum4uY;gIFG5>($Qzr~`f!>MRW{Exnc=GQD%2K*@< zU)`V48UG^UzQ|(yR{5X)?wbxjqW`-Ne@e&e@MrYzI{Yc`n+|`<`=-N>nE$TBpVIL< z{2Beb4u8t~ro*4{=)URjd*pwqpBmo|D`@z-f27gLtnFRDUR1wa zSP7JAtsUe+@wXcdd9eBIM47TBh>OEsun*snivJAy(M-2rqr63NTA)i(6Y`?d7c$FM(;ig? zc$+(Zr^HwgJOdN+?rx<8NLt{wE)?K+AkIiyM`oz+o{L?NdiRG_h(vS;C$uQ5Bu%SK(H#E^KE zcKz;VFGS*}DM{-xj|N1QIO<>iHsUdmvIt+=_DdS#cP#$$Vko+=nMJ+jbu4yo@m^bJ zUIHuzhH35Wu>iVHSNSK1?V;zDX7EF06<|DA8?(kc0yK8TNbb0x1({RRfqvP(u$69p z>y!%s$22i@`L-~Wk(T-Dsc;+yG4k970ST~kcAZOukOc_IIklV-wTJjM$pf_#Dq!ia zsGaQ|0ZE3PM8$Gi;J%M|om;LiC^O!zKg1588XtBgI4uk<8U$Uyu^z|TnscT{S5S};^uKOmOi3*6#+0!1wW zMo$WC$tns%^uj?$`?qIc#6lzoR2NTy_?luy8gWNhZAtNXchNC;JLz1tPg@UO3@}m8 z>qY@PHl4BUoCWlpn+!Yg(GPgm=Mzp_sX^cB5s?g=FqHKvc1LVm9M&xU#3tZQ0_+_M zd!12a0c7j1+Pti@2NfTe5ujFusN^01VPhz##tEiS&Mm)qUrDAtB43RR1xr;}g z!q!zCJi>S}0jMTjLhGb0L9%$>!t%2{M8BhX=hCYIo?G+Hd`Ba|F|ck&l%+1zI^1)9 zxW*5T%XF}j5y^m9;H4{>-eD*?HhZ{jG7d}YT;Cbjn*d6cChJ)`ETA`d1MNVgJ&eZH zOqT6c1;_CRTJhH+fVn@#(gly#)07$|MGL;rd9Up7OB_J*{$$%&hA>nrYk7=_?l^Y! z@v7DX6$!A-ICL%skFQVLGw%hOXY9^t0P>eG*6lc`E^X3!xYxgFP^T+q-PJhu4d=e zl{H{D5C6$X)^NB*NhuWRc>vyS<>|EO@PWQfO%nL2*TCVlO8KRD7&>}4<_e8o97bq+ z@a9Z(0vuKs=B8A)0OBx~@z_1~KwdVpE6-X5&R^YRUTq%%F*o=!cPMH>NOf)$U4}1w z@D1|M;QIID%j)sb)}vdNSMmy?S$$QNKXD0P1MwejzCF2&uP>PU{n2G(r(BX7iH7CR z9JLyX#}3@So2xiE2bP>-+O;fOq+Wc!WJdci9V||8l@J@)0-@tU)d!0XU}f58VjH3k z9OAStM{A>CTegN-9<2@pMS5rzCkH^~`M2bQY0|JEU*_)p_Fdp|;fYdh6&nlQIEa}EUJIkh0mZm5sV+Y7_qe)Q1)FGCi?TzkhM-oZZ8LrW zaEN4Lvw*EM9JxD?YkVLQIi0#}Ogk2jl?@&y=p9H0OAW!tvWvD*oH-KIw#E?>7>mTS z7uCVpMC7(~eiWEEMM=7M=)iMx3Bp~D0pL@R{HC@{8uW*_W|&8#Q3<&*4gbd+Og?{I z%mQ^flyj*b9+mWfcBWCfL*0&0OJHKj_s$Fy&W>oFI1&TxS#50+dWT^(o&E6*Y=N*D zd+8g`qXAi4+Ae5Zjznon?^4nh<1qoM4_wK_8PJg@##ohR3ydDN-G!WvK+DlSty-fF z!wz)5W}{I+@sWL3oU#tMm`jC^RRsY1o_EwQ+NI$~{QXnB{c3qTY>6VA`R!DCrK!g9m$rGgsTno%q7eTrx8RZWiI~FEX`P3?=@8>U@~B$$7cjEDd zu~+bHK7lR9_`fxv&Va_MiL8<)TL@5WPWZUh5hnLfu6}o09Vn;XH?<8!LBgiGlmty3 zppJNB8iAKLyD6oJ@s2b^8M1w}9f(9(qidx^>`!2&&T!}M?Q~f8c226N))vms2o1V_ za)1WX4UXL%>fkBq7eje73fgb4El$~|1D0;2>ccewu&-_0qKi%jHfQcJsNEfbj#sgM z&#7UJ%?A;cR5s3-L@aCt(A}-R0h{YCoBCs8FeGbrS zvZG5}R~_g^T)DlYqM&-gwsq^EHmEf<#A|s6zy}epmubiT{rHl0jE@yM9JMs!jWHVD zvh&PX!dEA~d*uAgGQPfG?)L{bZt7i8D2c6n__e`8F2zt)g^q)?F?vOh+uX4=cGTn3Hb;;rI zmbfTUw@VQ+ZEHOnR;$6)0!hZ2Zc$hWe@%M%!8{V5W>cEOFOBkiQ-1Zy$$mt0rsL?= z0C%M0?YU2%ZV+iyFkEWqmPPkjw`()cO`?)bJQuH(>7&q0W_#o5T0|Mj-DCS?3X2X7 zWIUBe1y-v|*GFlGA(=v%E!r7t0EjX*ssS@>e}m(=tOX~=e`7$jH2lOk?( z3R_@cpdMk(fl@yq4wWrV;AUPFwoS_&6d5-TwQA^r-?@|CtAbO2VNkrJdB_|z2F?~& z#DzmQ{Q~1^1tkd2erV{lIR>FDWmWb=C$YQq2H}mXazOvO$z#)NrQE}q0h znSMHQ&%~WloMo&AEj(|cZZstkGjCK5M!0%GnU*VId$vK+vZ?0zkOe4V>moM z?9SLhuLM8h@1NrBSIZM0&9=xnAH5V`9BfJ%3vJnehttrTCdau-PQAxJEpzjvs!@WC*YHIt3z|Q-C^K@gqak zVJIzT?qJOf2i@MX<~}DC$YeZ!a6?QCVtE|#@yYB-Oe*XeRgYQ@*eJK`eaPViySBem z{_N=v!em_?6#crO)M&J+{Avm`2X+^Bc9}zZNFk$3Z8+!|5`NBQPyzx+Ct6icygc`J zbJx{QVSytJ_DtJyKydi@(bMcsFmPhP{0OT%G<#5K(M0OvS4gzIqt=!J{2h<&WN9p5 z{LQujj^=O})pS0Xf>Q!ELr0;|@n|$tYtQJ7w|6YjMM2pi2VC@QrvesSAs2N=KB#ho zhY2L9rdj%MA=U8dj`b;^JC*uW@6jQ+T0YLZGcybVn`z&PdhCbzC)R?O@p#=_c3mzs z+xk{W?CaSyu6dfX{WO|o>MvS4PFG)F*C}ARm=SE^zW%uC;zdT z_IPAf7o0R9mV(vavTP1u`~(aaycT^z*rg8MZJ1K3Dg+Xo0F@}_0o}cF5**V0@N##~ zD2cThuzPa^oHNLU9s3`;gzDPE&Fefxqq>POjGu0o%dHDH6ZW$`;WB|bGK<9;0y$Wu z9)37Zyb5SM6Nv=#bC9WosUV@>2x33Q_B8!L0MgG7yTP;g8fhgM_sTbEpxXC$Z;D9H zqND?E*pS;HvFplFoqCQcQw1s~a8og~YDwRwJ%~U#tnyN9V&Is!xlc9mRkHZAF zV}6^_cC~5dt3SS^p%RY=9@WO96j`~>_>2_nSZKcf;H5$^o!W1rS?d92VctFQ%>Ixr z5`ld-HG{YN=&tuj=0Z!f@r$Or_OMedrzc%05tu|wMU;JYfjq2B#=S5e`L$n24eU?G zlv{OE`~3?+iR}zo;eb0}L;+rEtp4yc^P$iqRx|jlLr-f4xe$IuPJwHkJ&cDOzqMvh zBE&rx&heVi0ijCSJ8Q4TqsqKDpUqoRu#fE0l6}pEaKD7@xb_ndQ1IRnX)omucSI)S z#V5_6G)t8pCzuN^jxqfsG4>EJ;$(AMC=qPZqFy^G>%sspPBNA11d`%xyi8$r4&!y% zEIYWS5KKO;z7V)E6m&OV&(0w9g{)WFHYYY&L5ukK`q6EvCWg@Z$1|kg8DiBC+!8^5I>ek zZEfQZW=936XlxFFXmgCPLtrj!#dvrd6rCXBd?dNNc_OST5fr_bWdPcZG5ar0;CIfM z9+>BdPr(MxqpdtI3!#3y!kei~4={dIxoPiVf1s)uV5_Y#gS*CuNSR%8!884{D@~3) z;0n)4Ou8h(t+{~d0CQdVyfwf$^l?1OSKNP*xeJf4Mh%x@ynao3W$zinJwUy{hY#@a zZ8$}9Jg3?Wv?f-$I{4%Q@6%(Nv#TB8tn%#HG>=4hhAy{{lH|BJlvumu(-dIsGBu z$Rg^lq#4LpJmP#Pkqg4)MPN*44+Q&bBNTQfLPd_Ckl zKS-Th!k4U{jbb0^%9-0=u=nNA(LUDqaAOLhVVt{h%jXQ%)Q6LaeKif+&Q}a)^{`4c zuG+OGROvjpO>JMJR_6^jgo5hacyMsNf-p#BlMw{y?IyaAo(vH|C)$l3n}d9$K^f=M zEFgX%#|5eGlkDH1iu5N@sLz2MfnIK5*NMF zZW@GeeC%5u1${t;HVr%l_C|Y3pNFRdYZE5by&>|=ZpoSnZ@9oa zNMc!H2!d522mNu$z|*#)KBfqNKmY1xdreyw1hjFjv9`kZcj}i|o1{}vT})UmBW*VJ zcy${kzruMiG~Fk+Qym8`xDZlrX&khk*-ojdbDZLqm|_(4+TPRh)WtzPX{v4L zU0dk#(XT%6IvIM~QleU3Il_l~uB6iY&cKxm8czmI9iTDi+A$d{1@$k6KWEQAgGH>% zuTJzh4<{e?YswSgV0S55Bex4zi|kUkAaP@W6jARzW#Nm!5Rx-UcC9Te>Mwz z&qTZ@x@rbL;_sj0?N`g|{dh|6p3?Hl6R{DjnZzRI#G z=o3}+8F$CCSjYB_wseN)VOu!)O9w*yb$593^A)^*=#aRLUxO)}Ry}S!iuZTRngQQx z{Ppn(=LZ?V;Vkf@H+UY;eF*saxU9M5Q&2VOJ@%LNXRz|X=>^@;^DwKWL#c+3!&i+V z)e>#DP}iHo1f|M$pms^jONpWJsSLOefr9 z0j(W2GlXxmU=3CM`Xdu&F#V)5z`-XOak=Wd)ia*O3bSvoXUaPdaWCLg7I^@iFDcPv zobiSaLpaTy(WY>w*H~k%LNX+^C#E}l9EL>g-AVj@Ss=cN!Bm^>5M1BkE*kqj84YZH z%iUmj1}nWEunS{34-)oesv=(AAaO}dtYXR=9#Zo#Jb!Emaca9ic)29QW(tnxkP>sK zv;5>_cr6Pb4;`UXmj8Zyf%rjH;#p0ak8pLS!CB3QkXvBcQiQLCR=b4X}&yj=`+C`dMT*jX~kiN_Lb#v zNnKqHp#j|M0yG_w10|c?fx#{$ENsfR@L)Z<@lKd7Cy*5+IXwLLrzaqT;BbjUX0%YC zWZ!nE*yrnWue#;*SATp-Spv4~=g04$y*GqC*-*0-3mNQhBXKB$<2`F`e0=H$+2vv~ zQTIJTC(U+Mkd{7pXwTI)mPEktwhdWA&kjI9%GDctSyCW2LWIeM#}GJHN%Gd>cR1HD znpV5wUV@eH_YToiE(6kn7($X7U+}w~HF_|>6YL01jn3fT$3$-x-l=v!0w}T$Y{@6q z1|rqQkq+t<7~4X9gE-LuE*3B?M6O7kS>rm!y)e%2va&wWe z?ev6-B5oG!vOYk_{m3mWkw8r>cVbXm2TYaoHy*(2SLAVoP-?FsM8-YV(wNCbUJh#r zyZx?V2N^|1_Y;*tVb#`<5tC?O@AmJmn)CogS=2tQVFikYi_dopMM0WpHAPgEC9D;A zOjChUz);{$BF!CZxX>=`IMj3&S*bpai)SpwK2Y7Zod_)h>-rmHH@*FUvw*8{=$R*c zPJZkrGOh>Y8KnpFwnl=~cKV=LcWr3zAEjh5N&!*|pKF=;_Xj`X@1NrBSIaZs7x-L( zZ23#9S08lSuF{t+#n-2d3^#G(W&RnhchnI%XHisUMd+6Ha_maEhze#^21TJkyEPjF zAYLT=xSF3QJlK-o(b{MTo*(YtVK9sYjyLZ%8$UMy0aMn%DD4#R>Q-=WvoQgZz3&?z zbeu&F?}F|q%9dhV_gvHUh$(|4{KhJ4^ZkH6^Z2~gh$r~9a-7X2(TBt5nb#I>j)ZFM z27MhrZAhWIKUt%h0zO4~0jKc(p7dbc&5?N)oz9GWe8Hd;^N^vReQR9?3?=v!c`k+ZQh0hLAAHL z!UkQ~l=_}(fhYy+1S7GW920mOaGjGg_AJUsyvQt&U4p^QIh?0P8SH+;kT?F!7X-s{ zt!aZjft1IchsRD2I_OnZ=x#;8d_?o6;k9^t9eL)=K$ZeFx8ztkk`4a#`0^aTT_Yg8 zypmiObJLK{&1HNUN$yLgonFS*@4D`_TK~g@4v>|mvk|5bNd`& z1zJ>ScaRdS$L!R{I%LmQK+4SQ0lr;Ekg1JB36^HufO!@0hMT zDXEShcQ*+t=8A?VTW8dw*J|S5gS-(a?J7rD+o2;hvzIV`)+6S);0n0CPLbcGFaUxZ z#i#dI;-G4xE}})(5E4bO7DehHc!+CCc%!KXH^Y*9n0TWB_`)bA1T~=K+)IlKWEH6H zx?-8PVm&O*+pq2tK+U=PK`2 zhg`xsev!PGXWUX;@ZMo3P^$Wa*Kx@fm4C(2mw>q&7Ez<3RPhy0U-H`{uc&gD zF7vs9eXd`5P>xJkSIKOgzl<&1!4c?GRKSsPYv$szV4zX^=wJB>2b{gq4AdbeK)5#a z<`JrZL zjfaDdiw448^4vWcTt2X=D(Qp`zY(}zD?3l76ah$fd(SSQIvYseJ z0|v05uK2-n#Bt^t&==HUQ4`hwBNx&_3hb<`1sa-Tcq|fP6J+?J^Y4&z8s}KSNCvuei;iGbC0%sUIC`+ z-XE&yLqSGTQf>>q4;Xb6kaLci!abW)YtvN%p?7jE|3tky1aRaXDeaGfMAL`-3;a5e z!gMN6?{PUQwzRTQ=BmRCDYIQEqAS2*ihstlDFDKrvR>z@!GZBBJ>#ujhH%HnF0`8> z2*TKhtB1|iKs4(3O^huX=FhE{N)-9`LPnPkUhrUnoMfa#UoQ z{{?fuKialM-U#feLx&o<-#In3V0`%sz4=$ip{ub6TDs|^6g_M!8O$nSUszyo&rlF_ ziH&Sl%)>$5js@O5VunCHw>h+k(jT5ZcprCoP!aa0N0zr*1j9O|aMBmOa=`s*ia_+e z0GwWkJ?VCm8ieZSH!Beef`Q0{Wc!;=6y;y{={`LTTj`ZrhK(C z7}Ba{u92O=fnm)RoN=KcoGL$li?GQLg6WGs1w2p$-MpN`F$aR-vRBqXm7qLac$q@` z=xiN2ZFq7-)UgGdTmP2t;qFRE++*gUm=Xkpi*Izm5eKA;^qd=d3_#`LzD*o2{6I!_ zqi=nJB6warB)3f=7#b;v4(4acf%ucR69aGR&=K+rluoACvE)w|d9EI+1S0R5%qYWP zSde>b`tmalPL!;6I{L^6j?v862=Da=jM?nAJ%cjv;Oav%LxW+M5|`{%C=bOKhDYWa z8_?E{tPl0a2e7mW=f~n7F2J!nUQMA_Pe3AX2X{dk4lrkzAW8=-xZm1$I@llp=sBpW z99&GG)?%;T`D?+zVz6+6Tu>Ld#x$NLEYzV?X{Ue_FI%wDu=T0s0hKVg%J`xiT`)Wm zoyimG!GR_wcT;4s*s~1ms4aN4AfE= z@7=|Z@8){>RK>2VM_R{*GWV>zj=i^TsVa%6giB1>r>BL3fzfK7;aV>a?8zn!k`fK! zc>4#&$u0h%UWDuP5mJJ4%rkWWrzF7}WX8b3 zN}%2}$0g_Z~i}1igA>Rog1-kV?KwG-E;wX18XsLk}w9 z!uB*mwyGdt3!ZNgaK?d=vzw93v;oY@$P;(<`9bMu{s;dwMY!|O#KQ>%LzP?qWh`6n zUyrYNF5~B0&ebpBXKQO@`{SF-_$o{+HG7Yi`Cl;i`@_y9JmPgs9SSsfJ-tt%1sk6| z_g-G*1r%KI4s>`=BbC6rJIhqR3OwH5qFGQ50XwDJ<=o9UaPM~_$+0km^W0-SO71vl z>nOd)_EZ_3?L2d38Xx}w%_q^pE*bbZt73OinFrMOCV%J|pn`UBrQWJd{E)FHxFNdl zF51INa;}qv8pO{(dLW{D9%YhpPO(O=0SSXwY^RDG5N|+GcVaO!P~GXr@1hop;v4jF zkpcZEXWy<>&yO%8v8fBL0w;Ju%2KkMrZ*cUP;Rma-^2jnNBsuV+I}0qB$yh9uQub; zg-x%!9!AxnO`f-ChVol5?7m!Xm}V8^wN)hL<%K{z`2)lA`1tCgwl3IJIZEj=mAv{d)P2mH2 z72!#&qbl&!w0l=VKmfd%Xv}Cxl!ZNFDq^2**CY8;XVj8)9$_7CPLuP#sf28a#hRkk)7x03}{*v0FOipy^F|!e0Cis~}U^cObq6JI6n`yDO*) z_{Q2Cw`7KZG^s*p2LB+dEnrXFAGUBn;~R=hW2|T zIGAYNPY}OB86r0H5TDu`05?@?1wY@DfdS{(msUZS&?ya5aZX$-CVrNLfi(o*UzBj3 z2-_P8+o{rSk)nq(@jzyn_4i>QXj5D(JGkn&%HvuF$C=UG90fb7-7pZdLu(U*S6~72WEi zuJ4xd^|c@S-5((W?+rn(N>Rq`?9YskFJgxhRZrWZVf?r)Q(R9Zl~n$lXwSoSRnT}x zU_Z_<6y&l4MLOQ$AdiwMiNW3o>WNnIt$mH3Z&AUy?&02$X-a8$ zNaSeB{DKj@c#rmm)6SyNqJxjQ8QJ0HE=FQG<7RZn{at=__#&F{jKIIBPerU6lEQat zKO^Gt{^VW!7N~jt^y*Qy_3&b1tm&4eC)y};zwD^TL&W*$Y>75IEed#>=185m4XkWP zlQ&Rgqqy}SoSlIl6h27>1iy9tdR-fseeu;FUsBgi%0`KgO400xV&Pz{7PB3?^Jw@= z70f3dzj6S7e{@wlc}C|t4n#h}w%zBA;9bbwn8i+aFtJ*%YPd=kg2j(WN4)ce3C9t1 z#!?y{93hc;d!ZC*@7d^nEaD=zab*8uSbP;cliHuTi98e-=JH+~Zot83-ztXN)JE{2 zBjFOmb$9UPf4NaCUItWajA^Q``NGXl;+j3ZQgFCJQ}YdB8JeWb9WzX=#Y~gt>DOMb z!tYhY_u|7uDC~91wj04ek2c@DE1B%CZW`&Q#uIaY_K{iwAU*YrXN`XYq}!J!b{` z@)P{ch+7pf+G`G?-$a0!2KYqG;?BE2&laNA{YM!R_C5I zZ}|2~!;kp;r+E9-^3GqX4vBrYyt5=ap6|U!emTC#Pmec|`J-;Z?N*+sa9eLB+vLXWYjf_P=CWOQ9zNlBT=6 zSSo$N^yMQ~+-hlfpZIc2v9T1fXHSM7-*y?BKTtqTGE@a|bnI^B`0pI_CzUxixcNXj zk(lWxFEiLiqbz4S;0Co)1&-CSav-MD$>{RX2RQx3BcE!^LimNJa$0zKoA;HFs1#kq z;<_&BS|wM(Nn$>Q1KgqDM%QkbU5f+LN5>CzY%zka8skyZYwqBhkn(I*nhZQdXG`<( z<4&{kP(2- zBCUBYqJ&!Cq|@{SF7s}Cx(Tq-6^c3nq978WRjEb&7eZBmh36|SHq;%|cop3fHY}_#~+C>kNC-t95 z9CQ2Xm#oSW_+s;yboyz(i~6ce#Ld@XZoZh0aZho?-ma?#cy-~vW_(fCJ&Dt5kv#h&3?A|UwAsItsHVx1@s-mm8 z7XSSFE|1Kz03gSf{mE{pOw_|RW5aZ<04r>GcQUf28lF(93eevOhpmsQvu`r{fW?h> zFGG4{iOBE_QS(`YH+pODcs<~ogDQ(xEWyKxaa z(34bG5?>82TID-GS0sY&9AW%S8xA(GzDYhLcm(24?k5PFbcM0wUA!{knvm6-H5L=@ z1Ftu5jYzO)!L!FH(hP#AH?36&Ij>Ny4&GPYNstb!)QBagck0x$Jcs&ly$w2?aE`irvIQVc*|Dxk7X?QkxfON;MOk^k? z8%y7rk2UV!-1Fd7H5lCrT@#MKpT9>pUVHO34w|_?9ko_925%qyK5BI?P#*d8ag(tW zn5!BRH5=mK(#?|DBqAv|7AF3LIWGg{Or9BS*23ezU6#5HkN*rMdlG_#aF98$1E$(@D zZpBz=!N#hHhH7v)$&q7Z6$5(Afvx+gabT-jd+Wit31snzXgrB>hWdjt&Pn+Di_zTi z@|Swv@Xl}W%m|MRWJ_Z#L-#UJsnxD2LbZI%_4IsUPFgkSD3d)nNf-{jPft=^55hsG z4U3CQwh`3ry-(iZ<^raYgzil90GU3U%-7VF(r4Z9skc9Hc$xo&_WNUiNb$6SY%HQGk`&(ZJPA9O85k}s*$cO# z-zCad5lP+9<b~lolnMsMr^z8#n^Q%dO@WZgm7-^5;I+5~ZP! zC(iyzl?Oy8nM~{9Hx@n4`S!5?r8v}_SGprhrVw)!y8TGbt`-{3#&NPzr@?)$slyGT zI8fLUH{j5A3<^0iT&vl-m%Yf?oKy<}hu`IX{u~W=x;jhQHsN5QXD6HYdD&S-_R8L}vm!Gjn-rCi z8IekavYKWx8z{+$l#v%6aXu5-@wyr1WIUuQgD z-jGu@H|;wv1uvUVKF=A8MwzxwBZAHsu!UW>bqP;bz~(})g%ss@$fH@XyNByffjwHR z2@z(nSbx!gNz(;t`Y$dMEJ=e}0nz>IPrTs3HvuvcGILe;o5|{JwpH&lMA_{KhZ*y(Ri$h2P_UAIE-pQ!0tI z%*qKujZ7BC-i=Y%?O9uic>6AJlQ~>^{Ol^kjo#z999IRn8MXNf&tgGc@rF#woFAkz zG#eD%I1ED4S2`EB|R60pR4Q3`kB3qnZO$89DMgEuy=@5|kB=i8}`j?u$#|z72PdX7Nhrn>zA(wBZ#{Cb1dg*2N=yvFlxkl<{3qDw0B;Syl1@ z`md01Z_Oi{^aDtkx?8Kepc=`=+I{4-S;6)^Y2$h7!46Ctjl0NpWFc3lVsGoB9gvW5 z@Kt)v@!#78#9#j29=}=1O(&Ho>4T8!Q6j2G8>28k+uNP5)2bkM-`#Kpl{nnR^{lYl*q+VmxRJOC3@*KNxd1G9LKyJy0K(8s!T z@{UBU)kdQ#s1YansAv<5+aGc^;8~3yTnq`c6ID43bIjpY6Z8(?5p+|qZMOs{ z?d!L#T6TvE8bu9*)uJ%gmmhhwG6-$e&B^m0ipFB`kMBx|uL84)Pj2xtakzC_mp5WO z{-8-n3U*T_V7OrYFm#h6C`9c(!N4p98}ZE3_?$dIspd4{Q3G*Miao$#b1e`lPwYt; zbx*-^#Ba+iXif&tV_lHRTy$oA$=cftJ`ABTcbpZY`k~;fxd3f?R z*j_2d10v+!(ehg2*009eDQ?^jLP@gjHmd~DSh0znacyN4980+^TtyKF%}g73mO1@F zsJ!->3xNsrUOl;O($fLxcJ-mh#S-9guxYwd!UI-c>#rY{6@#Do_hTkYEF~3IzdqNJD+~*M#dL)N@vZ#$5%CWYb@hDYuilqY%Q#d!_2jB<=#401yZx& zor#PIK$vl&DHXT=EUcg>-PT|RuUh!~52iUl@6@YvckMAiE}a$K1Rl`WBErUWKoY{D z($@Ff2|}kv3M8`yqOo2{tJk;gRlx-5uJ=LndVsaHw9k?xC;;oReu*&{7fu5r*R_#3?~&<9Sm>Cc0?sK$|`Jo7gHiDi)_n^ zPIt**6kEi4ZSZIU#?!+qn-N_FC&symFR3TObGevZ{*(EiIX()vo_+CA_@XyBy=5-t%`=1;aVZvtEjG}8 z_Q}qO5kX+}s8V$s#_2gI98Jl2ECikP0_J2LUMOqnpko152&S_~vqCPh9PFM)+9-sb zf>zmJy>%OXVAJIF!t^7CaA;1d$bi%aE*V;fawP~t#nUdH+%lXVhQP;nydU-f|J9Kl z8}+>rP1cya;ek-BSGP_;u(=#E9625=oQnd(`COB1V;^`jFKBaO$p|{jf)+*2*Z@OM z)vLLYeK1b4Sz89Dk0KgxSZKyC435UfQv>dJp<^bndC5H*n+)AQYS2>-7iQeOJ+jV& z5p|)eE3Y>c`916b8*9j@9Qc&cU;~6wAE!QXDnfT?AdMXE`EaH2Vr$JDZvV{gF1-ia zy%AC9_B1u$5bS)5{MAQ;12vxUVamkFh!1A<49kq!N{LH^U%eQ}aev4kuJ__@BeH*_IUdqTI7XSYH_I&?r zs#MDNcsAbP9er25ki&NW9HOTuuqRFO-rmKy`*h6WAXUIgJe6o4r0yOnOL*-9KD_Jt z3N3|TI{&oR&^0fVW-jGTFBgJInYy~BmgD$Z_L_HE7597be&oATv_2q8R!0)EWC*?$ zcy)^}tzr083co>sAduqk@EJ^ZfpDMpbHnR|pgethxs!kwx_p&E@iIp^c8lenq_1rJ?E=)P5J>t? z6uM5x7~X#2g{aR6Q`88BV3(OhuPB@^$L&8C%Zo2M1<`FMirPqhK==MZ8O9_-I4Mm1 z&}k#Cf42AD_ed3l4Jo?07q7d(=JMO?8kY9`<@u$W`if8FgZDRnogyRTN!7mj`*`)+ znB^g8=$>QxJ^r`Petg-zD1R}q*AA5i#@F83>xEg(uTv z&_4pk`v~yUX!Fu}Q7gFtUsE&gd7NCPi1M8bqU8U0NzAVTc{XoyqNQELP6*&-1hg^2 z_}Ss&yueh%wCRSh2%-Rz_4&Y$&9YR%i>H_X3T!Q%(n1cdF75cU+MU+}`Rb1ugP z@E5}w!meyN)nGW0sdPT{sv|5=an`Z2sKe<~NAz6O%;EKQ*@cjgd{9f*;wPE!0I~bn zL#6Te!YP){Cx`It(4?xfEz1i}Y~#f|m6&%$P|q6@-%$_*JYxs#QxY73A+&o@PVFF^ z#OvACtZWYT1DdW-R54Uf860K*kH% zVqnkQdj`)T7_?Y-xM1u@;OvtWx#>&lU`cw<|3$w!WKe-|*KVFBnb>)~8$&{rNu72*1PP>LoCP46qCdqtz2hi_X63Ke14W^3K z>)a2U!;PrH)HoX4^WZ2;N!Oesl` zlQPd|sDt6jy$9*`1V`X0TsXA4K^>Zu6NdXD%pn9%D(Yb~9}o!@sTi!_ey;`T4XsWK zz|Z{qvwZt!=f~bCmt3oC`>lVGaZKtv>3=^T_sqN@@j%V@c*grL>FuA|B4S>~${tT| zOv5wc@D1u>NVSaby`&Ke1*B))Ig%W~{G&GSbuJB%bLLhvtS|@J`hXkDgo2RXA=}Qh z*%4H`HQztRO<3q{^54;7WrwtPWvv%E>4nLss?}dKD~9b2!&Lgb!8kp&VAq$Q9N~62 zt#>VzI+U>JCq;*t!#>-zLpMA5K!N6V@y>bN^SyO&b-=s;5T7TJJi}&(mgP{i&uK5r zm*f)<2U#%~PrIF5pbv(`Q_odpgK_0Yra4S@9t4bOqVCpab4Z=-@mfyf1;#|rh0tRT zP^2uYGI(A9u97t8ry1EG+I6+gS)D$Zo7tmyhW*9RU+UQxI(-6^i0V^ZCLBTD(D}mV zi<%G}jdy{x*$ilRz~+bn0eG{~;5FZpJq&HT*>XyKAH(mEq=;h5ppZaKf(=I-sBt1g^G{*sm ztJD}uGyeMgDkfTy!_&6^#;;ychIdRmuKYe;{WfMT80K;v&9(a$|J!Fjz9xNwxwU&u z(UeV1gxZWVCU|6U)06Q#u&MWgsOp(fQ2*#Ud@er?oX#z8KPTh{AwD}#$m8}sZIm=l z4HJ`r6oQ0d+Ly-g+~_&A&|OZ5r`RABcHIj0u~SH7l5j(D(RlrP^Yy@Aq(gI+dJ-9~ z_lsV~)rT$~5V*;=5`qqi-ek)ZxrJ`6^Y8awGC(rqftk5-caVdAqYBg59<(KyP>^6{}X^*2x@815ZQ4^wJSGVAm0^d+ucl)v3>n ziw$HU@`GjRy0*jcZm&ngGXmVc%w*m}G8?SnXx#IOgrhuA(*1OG9q(auV8tZ-`a4%_ zs>ynbKSw(7*l-$M*bxeahl^S7^O!;4MV9h1VQrwgXtZljtqE9jH8-d1lYoguE+NB0 zYe;;!)d%HTF-KB5h|9Yc*;Y?8*4+2+^K2=r!K9m)Oh=col`NJ=8V@uW0+M ztF|&Q8XUT@j|zA0hq@z>*v@#=dZys#)qm?oAZ|Yt{Zt?&*h?q&r!&RUUq54gb6E$(j5 zswwg+Sv3@!)t6lLm+T@Cw%ndxA~Ae(0rH6KF6}naw>Q4>FZ4VLyxi$iSsi3g^PdLT*tzLcn$ z1swEt1nZfb16kQspUxF_SSQdOTT}T4jRx}`<78|`l&WEEE?iy6M24#1%=*vs(?3)P zkL8S)vypTi%3KgmJIBe1xVUy^**tAPmyYv=7Tbv+pKxW)iu4;uyeTj_v2+&mWt14J zb*F${yz?m+>S9n@(>CQ={$(WB^>|8F_weU-QNHuJJ#aRrNb&;}mnq7-*x4|~O!Ney?+w+_CfM&8wL}m*soG5o?ZrpDU zrN^TZmc%%KqjqcD(j61@LhaxZeSsY|y~D^ZohuGrUQ96aT`-57l#ee?7ebYXW1tzOAV79bDdF6LFjJwLEY=NneDgV6Kchay=_(aJ@d+cX~>u<0v7 z2N=TRAW<&*?L9f1URy%?t55s2p|Nd3C*zd_JiF(Z_qIb1ST^tC_snL4GB?ewY&ac4 z<^9h`o4h$8R_#-dmXRge(@i$pf|rhoim-C$hsJ@f(g)t0Pd?z%JHd~RYeV8ra5Hw% zfU9}R=D8Gx&|bVdeKJAsImZ`JRey=PF^qAHk%?BW%Cnf80@hr!N$yJ z>o`d17i;Zwu>b}y`%Lnk+5ncZ6Rao1;n-V#iRWs1AVIOQP??Aoqz*G{o%c5f?ft37 zLV_IdGync9-~QS89p>*E-Hm(abJ78)@5hniX&DEPc&#`t>skZr%hOrm_p~A0K7ZH)w|~PucgM48Ry~+wsNPbI zyZ`4WE3{0Ho5M$5l1S_W7o-!6&(v1$f#PZLL6fAp8<4T`eB?Mv-g zAI_l-yW;KgwKK&*aFn#*vVtB^pMTI4M$QV!`{QrqA2SE3CpX%;5eK|^Y>^tGXo8Fd zDO`mT>@e^3Nn;zC;y|?^RHaYA0`yn2#qL&X0e)`FR3W7}s7jt_J$V7An;EERJIKWX zCELQOb}-^}Mw}g_hR?G@{#`Ex8bcElAIBwq#`6f4zIv}J88V6oXIM8ED>R0ldBpp|4C-Try|{4W?Ez+SG1p-eRC}RN z-S(Ls){{6sKENLbHLRjTK2#Qv>_l&4{Xz@a$`#nW*NX#FN9;NBDP7PjQEO67W&u%Y zhlD2z=0IarkTTK4{+H)hzr;&xYwqvk^YT+ZiMg-+Noj&lE>mtr|p zA)S>r8ukJ?k9srgZB$yxt;teIAABdc!>|M5_T6`?*c}4ZK{Ek$2|BYAd z`zU*3Sec04pi0IJ#CqXzHGDeAgDG5d>97Sx+GEU_sUHIDQgl3bGj(C6FSGL%gBti~ zxLeA*3Bp2BM~>H3O&H^u#t*C91xar4GeRtf;aP>JfS?l#$P^Xi+~?Fq`E~NI(eaZ4?>cn6L+h^63lrm~lGKse>EGmDOYo5 zermS>h#4(2`KV}uOPN&0Kp_)IM&o;Isy2qy>G_W?xc2**e}9&5|LpwEsps1koYVX^ zJ_qQQS0uIu!q-luCGhG}fST5~c&&>Py*dn9NUPnu_7!G^rNLJj}2&ROwU66gcL_=cC81Uy)-gK0*LEj!pT9YVk zWOw=*iR?!+EMbKCUXfA=NanmxdHPldp6t$_t_V(V+Ftd{izHN+K_p_;J^kRl%XAR|VwrL?XvWRq-a5K#A-ThN&AsEP1X!o2*(gCkl z$=w{cRG@><;Eu&10gzT6NZr?U2wv@-7E#^71ZPKva`*8VE@v{8`#j>oi-W*E13inSAd2rz8TI`_g*2h#V= z3mNTJ1%?nZ|GQ@dpyzGX=KGAAu&-rW+sBy+Xymmu%mi*B`5-(sEK zH~u6&zfv&tFzg$@#HAE3-|+h~j(sKF50-h}IM3Bu5%n2G1aNKC!tCk_T6_mf;PM$W z(aW2gAc%GYn>o1`q?)eo+#sX^bvp?>n;*(T$HV8RBVTjCy^P8faUKl_CXf;5OJaaw zh6x6mK^+k8y_|h96L;;m^;l)a0NS>%*n>9f4)RzzaQ!3kLu6{y%%jfkhVHbyoBY%i zi(C>(&9%<*Aup`w$<||~=$yv$NW6Ot=v-L)CD+C}L^{Z7Pp2qj;aKAvr_Ms00 zXwulfGi}s?(ewN)##0P1p<)qesi}x``+fF)8qmZBcu{rjD^I8|iOmmbRfae7_#f|Q z$ikrS7BQJf4luOb87)Gg0Rxx}exxV^SaS@d4Bo-Dm&iT`bu9+Sv7bN5)1ZLp96Dd# z57fj8KSf8UTYEw7Qr99XR)too^^<8EoX9R;MHHTRp0J%o z3u|CHbBaL73l1`!xfSTC0%SSIH0CB`frdUkC6AdCo; zTzp-~ZfcW#(Z>Kk^Y72{?Vp`r7^ko9C4BjB{fo}w*YzF*UQ(ouiAbO3rJ3{uHr>U({b>h4xQ&cr2Rm+`^RTC?b|D8mX5zcq;iv(9 zexXire!GC>!u7-5xc;Mj?3l};CrnUG(iL;cM-fH8Z89U})56s7o)np4UO;H)YPpc6 z0+jQg1ZbvYL2n=1xQR3;aHZAUciXQ4As25tHB2+W%)|9j;kfobNw?$aB^+O0XA0&9 z4k@DE4^;iELfY7@L%&-{qbD?PyGfOUuL6gS9yIU1APWv*A9AwgIl-x~@x$gv>cA%K z&Z|_0JI9eV$b!Y_z)^icMQU*dc!fWZvM)jrt-1({UjC?$*=cq+xSaL`=MRao!yf9; zn;M$j;w%kw?|5C>EZN}+MJyRrpgIKaJkuqnwF?G=Xcft3wPCcXj{0#j6P&k*+WuNY z5$#K@VjmdS#E7coI8KgxLY6_2?9`kxbUiFh;?2VKCy6)9w3j$Q&P42t9JL0JTwZB8 zsE6xMA_uNX}-Wg&O7CA{9)4y;WfscPx?AUi>-+F&WSt@jt@Hi-C&i23?G)#K4 zUcRXjSv|o&D%o)r1^2#*dXi{>t^}R<*shj=*@ZkcG55VH`N*PeXD{{0D0X`BoZlnsN#w2>?8UY92N;oTG@9&o~(u-Ju#f>sYl3X#k7m=FE zhbIQ?r6hu*4TeO4xPbP1&gwanu?{ zlNUBGgDr9JV_TT4pzoP<;p~zq1V0+~x`HPP#J9tmtVkIFpNVN}(h)_--9uGI)kF!Y zj3ay0g4JN1`g5-ev1IQo>!3W+*Y?jh zk$1t$M93NQPFlg`UWqbADRnrhex*JVw+}$VWFmLPg#|QkKdNJ0+7AuK4mohqvA|n? z_Y<;)2jEV>wH|XJE4<5XmD?~cj@mO^?gm)OVuSCM@z_1A;Mnf=qDPrxQ0D(+m#ViY z90MtrVSFa|c+)|>t3nZoG^GvPC8==!v`C7Nwx~h;hgba`7$yA7zdy^je|COXNyoNm zn0(<8uG8d^4kwFEn8DZnvs-I%X8@D~>Zlb2E}qztcS{W9D>cU)GmFYk}e~&o5(= zBjenp*f;)6q-6(1rQ3hw*KkDNyI2c}Z}DGw_tox}+jrk5WEAV)^`*)B?hhy2LsV;DN)k+FzQd&}r!jQ-5t z1LO*gs8Yp*kNA`Vx`4MU^A2SdGJ14+j3JKgOa2~T+QS3x$OXUFU|+?oZ=G&Ns=F~a z>t#O1lkz~uKT6uGza4Zb46W4LSz*l5?a{$pa!`GH8jmrD8_u2CEUPTBfIL5GdEX-z z0ljALd#WWXXpc-k5vk1>CS&o?!bq15Q-k9Y`mOR%K-Lk_XSf}=55r73HX7!g%1uNJ^Y(?*d9#ULBL66M+-+GP@rNuOJvHlilgoTuqu4D@kF+jb+H~ z)*PRdhoP3jjm%PX;Kwno_*|V8(u0~k@b$?-UwcE}WkOzX^d0tUW?4cZ>D$w4C`7?E zI}@)=8V?d{2;%RA4q((8?bDZ@<6$2IbX2e2P{f^|E1BsK#O-e&%vEEdVS)Fv{rc)3 zsR64P=273m56$E4(^v3GVYH`x(`z;n$a+B66wyHrcX@N)zOo(1>YgTx$jGo`otbYr z9?~m-6^+8!+qvz~{qjX8=P4FgX*Ha%3fck{O5z7yAM=1eckfnfwM9e_pT1ILCIY4d zB4QpLE9htb{aL>Kv-A7fPySIGK`7hUOxISeDywj_V~`UQd^no#&`mS$grCoOISQh6uMIZsF=+++@_=hSc7B_|fEwDQ2VQo6$e z8jGl9#(2YN8xg3=JagpG^a^U+^-e(5!fi?99<+be1u_C#$>- zd$4&&I~lnIwpwiXT1-qH>@~9Qooix%w-U)Cvlp15m@~5MsW3T+c{6rsQ*yxz1I?Y< z?2G7b=)mS;MiF?XU-h($9v^gGv$6GF7{aJ)U8>I`Hf+mT0)X4?JyJ? zyKedb3v`_ovLOFR0ykVMsCS3(!1+w^9r3RgP!|Q>*(h9op2uFy8S4D^@#|+ECV3>8 zD z$9w$W{od2y-pQhf_U|`0*U?FeBG8bPONzqR(!#xI;@*gKxsu5MD)dO0%>v!vhaW$R?S z(boCs?-jxO{hi9zMG=%f<5UE@&jA%Y+oQJLDtIT7Y<dw-&%cgNawd<~;tw(2^3Z%|#Bl(j4dwc>#rT134J7~)2 z^gLy2^1mI=_nQ1;A@Oc=!WVvrQ3mFPcV7DT8a%(s<)g*QX>G1yMB2H(GNZiz598%} zk>XZCSdQY$2U8{D0{`&$f3Bb6+=hH1ax-K+PURZBxBZuR=qZL*16?f9gSd9;!IZjR z-v7=B)MoyCJ34?DnXxj<^2_{xuHVnst9!0E=iuZ)Ubo;UnQV3Y)A)bR|5w*UdQl81 zl3wWiwAdhGd-+TJrz2<7??mzo5 z)ZQ|qO*#?nUC9wX%p>y4^gq}C=WBzx{>Ka5M(D!(rsSTLhBfv3Iei4nbH3}lywLrr zrk4$N-M>ta$M)JVk3{zIfBITLp!l`S9Sg+jS=GA5 z?g>_)D$L$HXo=*r8+tbd)c+Ds?cMu+#C9$yd51WOV0FMR)BmgSetJ|%KkK7|CW-iS z2@-4maD7Nd-4b1%>_>ES$6HO6vwrz~bLZCU+glBg)o9bp?hn?#O#iRO|L@KpKRl$b zD_;`juyrw{7|8u;{CC$S(vMnQN1rV4G~zYx69_OHfU+s?rBaj!9|jXGY_n_c+@&)4Vvul9Q_xanw5Tnr&bENvYhHtA8V z!T&ww{~Mu4;!7M-K1%4y-E|}4irK%!bDknxA5&Y8+BN%0nQm|XW%|E*E372$dA>#7 z5S{NG!Ra!U|MLF-)$#mYzrS1H-`N7T`~+-F+HGk2^JfBtmrMTgFnzpn+> zOoQ9l{5=i+-*=mTg=pkiya0p=qERizbw*ucm`Gf~Y~oHTzWWZtSvAfJ(WI-*Eu#*Uf(pfxOwy5%nC=oe&Rf8T{!O2< z4juou52LX`T4&t~qtJYLgnL{!!I$!x;Bz~CwclGM&tr(XJy!tnKfJ!oDI|uirYb1S z8{k&+PWlH@rf7i2rt*Z@>Pb|D|CILw&|QgpH4qgf6>u| znpkXzYPn+9r2k&>za}Iq`oN`(GXZ5X@qc<(weCy#JK%F^U+wp@Pc41WWlH2m0tM^6 z4rz*F9$Izx8}JE0(c?&IdNMWWjEqEkpX@~bF*Y(5so87raO{@~d;O*wwO7v)i{n%o zqh}jdh==Nta6|C&0iCcl>A#o!uL*?`UE!=Y%s^b&^7w*3{+IG;;d5zU?f0^u`LB?^ zTT(>=1g_g(jA~=g3fagDPf&t^+>yoh$0AVDzvbp+W-XF&p&jrZ_D8kd{(RoC9Y{0o z;^>_><>)SrI3D+-7Q{QU81$?-0d+VtGCUX`M9Xg7iy8sHUN-t(lmENWmYVm>QZ`2D zMcI4u1)&B^t|`ZcK)wt$esU0)li&6Q|5x6BwcpDkz{$P8t1(AKtb>Ge9YhE*ov4O|_{d?m(si zt#wDvMVz-M9X!g zGQu_wuq1I)@`m_ZNZFmyc|3pnm-2Dr+3&Bf_B(#JmoAo9ECNvUp}R~(6j4}a?Jk9v zZ3HkQJMU8!Nei1rU|u=#4Wibe+W3~Md<`C!-pXU8g!PE;c>Qj-oJiD{ay?&0?HyXZ z$~Cf~xp+)VRz8XBQYiHMmICrHNz41#!)hj)N;v9F8kWQw3b-^EB29tYzN^rH&2kjA^ zbRyPzg%Qzoz1WlOi3+%brMF_Qun22HtazA#GroweP{? zmDFNYI>Hh8b)h?NBHn)a8NB-o{;&2sez^@&#}@Om5y7VmGV!T2`G2A^T&L}506w5a7 z{+8pw7d&iV@PD=6@skff89$JmfX*3Jx3sWjuE8(i83rD$?Z_S)AMY);22r)HTO zvD|g#?#n%lDMxA4d&^s(le8DyxP^PL+RduZ-)kqJ;aZ8C`!SnV1-dFn_zjHB9 zp4DqF#1VPzilzSvEKjq_Ye{7*&Rf|4ao@GQP_As!(<(B9_Lts|C$PJ_roQo%EcSyn zW$1C|dP80AK=gLS&s1BZ3Vq^z-$Z&Sd`F&m)ulGC**NT<34NoIcnlQ zel;@)4LG+7Z=PAio|x{4ORq>pD-7E|blzq7QvTQJ&#(4-+4ryBYkdFS7*)Q!LaOfQ zxaR&((I#FKbnHSiG0%5)8GrYh`!$DSau?>c<0_DzP>}vs$55nre2698r4)g%YjW-m z-#?B2YdQaamPDvG{L?vaR5R=oz`tt-qxVgFMC>1j9<@~CU5tG56%Ty*{#W}gI}aJ{ zHqJ0*ROZX7Nus3xHT}2v^sO4=q(!gL38skS_(G+qRPA~*^>QJ)^)%U(!^aklQPzg~ zm{y?tZ90`N8AJc+c<+U2Y&0p`+;E)a=HTffu3HL?cJ&!ucQC`vF`g4>;b zvoEzYNPbQFj{&S?_M}%3+mRC=XPBMV;Mdu4{$SC%DzuBNC#tjY-~YV-GoFD6Nl#gv zx*)CCl}hrwUvC3=$S3DJ0aVC3YuoJrd7d@+&mMcQlAY3yx&v;72Ic0g!T)pl9$djg zR~fD$ljc>^4I%&jZ6gkXrJ^qc_Samatc$_<75Rz>zSQ%p{Z{RXdry5$6SpDF1o7Kc zsmx!~e~TB5>pL@-dCzUKNlc2kF>h#7$O_0CqzNFXm5D`>Yy z@1cU^RNk6Y`9*a6`DFq+{Ih5w=d5TSdoQ}ZUa6-g^(cD$fS>0s&r`H(ds)e28A+7& z+Fgg{{0Iuz`MgoXM;*D5dF07myoQ(t!*qH!OkhJEhLT-n>!B*#%)oBN7rnF}=8i2{ zMhn9)Ljq@9ejk%wrhJ0mZtPe4<4vYknU0p;a0+FRS#~dyBw)jIQOtTw%g~r;HJ%{C zBK>JxC6jgE1-Mg;Z$px54@v8@j(7;Vf~>DtNqYfK!8NR7lJV6ks7uo_dc~&$dha@7 zN^b>$;8=5!ewhqtQYe1NViAS)Izn%1UNAvcz8`-p`4YOK^P%e1N-C1w?ZDsL^b|G6 zCu?1wazpvfqkBc%o}rl6>TDqc7$WMt)A6o%9A%v<#E+iVLfj{o>6pYz(F3e>E9dGv z3}1+P@2#_&;B}n|zbr#AI^f%Wxce184DSxkznk>=8LW1E`FH$Z?T`59$gAy6+=@n) z%N%q}FB7r357+O{vM+&pMUmxhYG&yRJ0yfL-7Fwp-27?zy4!K;(Y>gyEwI&>7unpT4RDZl^P=UT!!D*(S=gbx(xgLh~z_ z-M)hE_0i$ek6b{W<|XEH^Dj`Cn$&_}kQX}gmPkfgWB>_8+$vO&kVCtAt@t*RO(Egs zUR9P``iRSXpO-dkC1Pg_Pc)tXfI(j0j;kZ&&>Y+taX%#-&2~55lj$M`LHz6yao^91 z(v!1GzvKUEf5fkz(|s&yQv%X+XuUUcBn5l5&!(pdTL7I?%GpO#c1bq|Z?lnFyaaL= z@ujBiykT@>*rBIpfxxIbY2fE)1`nLXZFyXC;C^OV=S?SP7`mL}?d6*cC(j(XCkDDO zc5m2qO4J0Z#FvF7*DJuda?r@tFnrKAd!YAjHVeHKQG4wYGmIi6h!||TgAgb$2%y6g zh-Fi|o6EQcvWz@KyyNf^B6gog>S30sm}ozZxXOJroEHADX+J*Fe_-7%)wvD0S$s9= z!=jOc=S)MR69rI@cD7O%e)i~IduQ?U{r_Tr#Q#QDx$ot{6g0G_-8}qsCWbU3yY)!s zz$p511rr{VbfwTu51zy#AaZD#w;w$QWd(ZfMwWiC+m~smO~D9u&M@Zd)SiWHLf0mT zC(XedhYV1fIy;+~X$Dth8w(z27(%@5$;jj90rpxh--~&_0Rpl*w04{(r({~8t=`S*X4H?- z%G*m9l8%s|@cY|B*i+~r^t9J{LEZ#plW`=#(US_yD2sa)oWIP$-kkp(Ki*gSLj$}U zJn@{jCmW^Z3!f4ux`GvnUkXqjngN5Aow;4x8KheXUY^U3F98*w2S-B<0^ri7yQ2fE zK5$0m6N%%n9vqZh;uoNegjbZp_DP4dK_#tZAWT9T z=H`NtJ}o^j+&H*QusfjWXc?M}*w^?vd;!s=X>~CVB%+A2z>A*jAJInx?Zy>TJzK$q^=(G%j6qorix?R9;O;Ab7+G}Uq%O-`Ff2gXoA z($Gc45AFWHkALdcv%lm2YJY%_r=Gx8?oE9Sk;uDVY4WPVY6IhE%C=6y4UVzOCr;a? zL+C9EbK0+gmhjZrsSUwEx|HPV!|xAw#yYL5rVSyWPh*>`dI)S9+tN4j;vhJdO%AAf zM?sPIs)V$S2DoqYJQYh^KGG{4?r78ZKRYtdQgL2f{uD974i{~ z9vSFkhA?0C$PtnA=w^Fi5_caJD5P73DYJZ@gL{p_DB5U{iPST&sQPIM&hXO z#(S88{9eaxu!LDznx$|3(yxZ^m+s4|5+>B`$u{Fs>+s=DQ;2vfF#j~3NR2`w)? zOm(QJn|X}*{IpFxIVb?NlK23|YpiQB8Vfpt1pv#Lf!c467P z_wWgzYN3&NG2#b7n$<>n-i8pKHh0@A)(@WFHrdqhRt5NS&+a+t5Cnbi16vIHWnq3v z?Z{0PPEeORJNNV@Ib3!$r+CH74T(bRbsht4NPGH~6z8_BkV(pulcraM?9**i$4(Q2 zh3G;PYq1L=dL%}4=LS8z9UMD(F(V9BGI7(5Tzr8}jj5}8_|c=4XI`vF8}~rpTOajf z3m1_{3dw{0Km$8Rf_X-se;)tvK1}?M|C{}x0bKB$Ou5&WAkrDD=)RGgSYDD!FuleQ zym(IOv-K>wG=H5SF`r98AHU>bTomKj2+O;0x&(H1(iRRx0?fL1nqONz*dwVx4TwQ=@Z)4_aYWZEw!Rk+Kvni(sw$fy8ECzOZ5*{le&>+np34V9~DxmaVE(w z;sA{;wr_cra*Q2e30 znI7QBiLdO&B@Hx`EqOL_en5TaNV9nFT93*N+Zprn)Jb5$kmP+N!CH^X1*SX0Gz#CM ztxtyF})iX8TBiRZe%^TG%2b)pf#{Mf$ff&6$NnxcDzyYkTkz7hr z7m>1jlC#AyHSEXs;+^;TjQ>ZE%0J_ed;9*}WxW_g*4<6i^zjV#h-Q>CPvbebP(Gs5 zdP*Se79-zq7UxlMHM*~WC_M@&z3c~%D*3@?m2+2nRE>c~!j*4>;(Y22w0?2vZ%AZ-{s zCGR3_T`IaqIFF>czHh2ME7_s;PF}?xjf-fPpUXyk0y=o6)_?z^&u5QFct3a~{TctL zzCR(ur63eZr|@X0DGIw8v9)c&rwj0I1$CJftpX#l)Vc>3tAL%&_zn43EU0x&G8C=z z2hM`y^O4nufx7W%)iF&6SiIPpZF5utxR?x6X?Np1Y}43AL~r`z9{nCgP%?D1b)lQ& zVk+*qwZ30@^h+yXH;4#jhrMIFH^;MNAu*lCrx$MTfaJ!OD@7fj_u%~I$?rGZU+s@= zpei}Ec$&f+F(xN3%vyzDJ^Q0RR@AluV%~Z6T=N{X95OnqhV#fIVyLV_JbMaghUTi9 z!3Rzq*%^HBi6O-4MU?NrY+(N?-aWGpL5MDTZ{yzX0?Nb73~l`XdXHFK_nA!M@L9pL z&GFWfRVHrF!i__B`nQ8BXGtxG>*xFbqerYCvHuqC61|w`Bxr{`60o`3IFB+-`}H;% z;x_=Z^s?W&jgydRLt(cY6~mPY9SXj=An=w=z3$WP2=fQ)D`FlV1hy)QxgIBTc)6Qn(J|Z&^=E+WHzn!D8p4ZF8VmE4Rt)|>BhHO>rp03iI;^!=suDY%oPYP z{= zTy@5zNxO*lFWrF$wAqKV3r2ywcD�W*XRSB9!QsbOTG9vZ7LDQ-~^$FG&1#9^`56geE96OUB0#~%8g-gfNC zZLntAXFE2#dg z2yA+#)-i!21d_OiujHKl>nQ?v>G>aD$GjOPagRDT*M*}w3j1rvw#=X>$HsN*?&y5R z|AQj%&-i~;n7iUn^?vzOD~nkYXv*Zo${AmGsMdZ3X z)<($xw~8)B_%SlE5!f1f6b&;8Yc`U5WLR?A}k=ET1>QGVwC zfBW^{nkav3qWrCi^0y|+-P>OUm?w**NK zg(}G?#iKV3$7D|G|5_F0MA3w+S?wNl!((ew;&G8Rr-J^dD$4LWcO~5$cM-X88DT=r zzyFkEnk>o4C}{?o5lXUtr}+=4q6nv^S+yyleHDA0BxE($;QxP373Hk$4XY)hG88dN z($?8d^@V?5)lk0L?^Gmoyc{K?WsXKNgmr4o{+R+n*V=P6~*Sk;QcJ6Tj=IPSGQrmU#p^M3ZPrdn*tC;x|6QM$5U%m zQG)L5Ir=<#1nocBujj+J_EdCPf_2n!@oT8%h0{=?k_A$Ve?d{j@eVQV-FwZk;g74L zbk~&sANKA%kjia;9KTR9lvzX>qe3Z}+3$r?5i(@Vtiezr^N@L-i42)ZDPv}e3@I9r zsT4(~Q095~xu=}YH=ob->38lu_ndS6(SEPTUVE?Sz1Di3y<7X)ug$`Ao)6Sh!ng0B zb6zta*Hck$43AuS{3ZkRho*hI-jROm|5XiTHGUs|{>fv<6dXf9;rI!mZK6M~qFkAK zncGa?1matlZCc2FzltK(+^;P@V+Ntw_DOEIuYX!aF(#wD(~;r{hb6D$b-Astq72;` zw(K-bhPDrMr{o9zd@72kxYmo)DHw_^QBYeHBHE zvKZ@pa0py7A`!^q|MROTT9-+aB^gN}WlQe|9Oc7nRFp%k))NcoLLp+`@x#1$quV&Q(b4hdiOQwn`Z?X$8Gq=pwWTu&^^5MRg~|~{Ku4jR8chj zUbLDHN5Y-l5KiCW^;Hy?E9$IUnKVF{F9)NS)AVE>$Q_~nAyYW-jDR|(n8LCR7GAabI855dhpy^3O4bVZ%I z&keG|C>OGwdcNhes-djLU(>@P;U0ERjRP>O-aO$?A-N|1Kf8+3W>K~&?w~gC+jpPI z-ShOPRTOXU7oX1)^Fyw;Z|6zQwLcE`^|yx0D2_hP%)r-jjZg6-MlhG*7+m^>DY1iSJgx`@j#K;pt8YQewV z>%2)A;yZ$~Z>O>z;*N888OnGC36}f$O4v#x?lF9CECcVAUt+d;yQHpw9^A`Nln=Rv z>VxBs(efiiPN5yjeTx$%CDpaFc9Wy%bg2;^#Tj@_|G4JR#T(Ed$;X_O`vy+%yrQmH zFoze@QY8vc+rVs@Vd4d$Fo?Jd<9!n9gZQ&~!s)7~L0$aOml@(5=xjPfwEf}`CS%~< z$ZozABGy}qpB2v!T*RW|R!#Ch21{et6h4(8Cf?k7pS3-dzbO=hC%O+3>4Sk^pSeaI-fw^3H2bkefBKl=t6h;8uM;ZiGXv9zZ*K2XKV3#qZWEJbG0QvXQBvDgrk&P^?A|^D zI!Y&`*}&N1E1`p8r`$M?LJH!1FtB@)=L+Hs9j89T8;%G~MsLcJD5EAf8m^Danuy#( zJvM6m7}~PKnKgKN6Ea!koS05Yf|KI+Ki|IE3wt?~Eu)*9fyTa)Q}WRe2%YPQcL9ycu9EpF|RQ*j}9x^rCclx}3L{@1etA z`Z5#!?a&t|3#&LZ0gR20}I+EJs6^6c-_3{=M>pR*1^4$eBr z$33&PT~Hl~y635BMk6#AN0~!RkB3C&86U-V-+^lut^9mxy^z=0WpY{D6#^A~oc#2s zAmV_V(^JK>pre+9*S6w>$d6fl!aI8oKH)MaKKon`N(vYK_#}wHCNqNe>B{%O)h{tv zigW~nL6GLvy|fgFM!7lX-Kq6m6ge)wvb_$;a2|JD)F~+gLreWittVj|+4qp)`97x; zjed?1;&+=$I+EHuzH5ShYG9Poad+XxSoN2I1=iNU*P z*+_|v9?j@M#VOM;*v)#?_k;ii61K{}emih|7iFGMO^3N58?YiUtS|XXFe$Z*H`6;u z(5Wk27-S^5a+&PfeK-XRMtKRc$n=#Ly|fzd(UJc!H8jpWFQMDZr|SvKoK;8csmp za7^Vv31qWB8a2zU#^idRk*f|LMmV-C+PVdlqSvn9wY(>si=JpF_-egyMRGM+HOVga zs53G8OT#{OL>JRn@_yD49kHV3d-38V^3KN5G?8>eH@ZBxm_C(2A)+kjx?Xc4BLZus z$skg+EhOTGR1YV*b)ByKR(}J;g%R-_-%f_O#yvk3YiEKS^+VE5PeLScysgM($`sxt z>^bk`L5FC_ojyDPPmnv^aimP36GC66y~KI86Jj&T2nv1nqDPB#28}uiz**pz@`ZH= zns^j0xdnTD7v){S=RF)&B|xppmGeoY8Y3NwE=wL9Kx+Ms16A#0q9HKad}pFPT8c^GFh8^6!raKixuBR+J-jAqWr+)cdmk9Y~w6ZRrsSt~D zjY7va7wT6JWz|Rd%>=kZt82|&mkF+ETRS_R7h(?P6^pmB_n;(_EO8EN64A%rY~}{Z zc?c)2_}$Ve545jaV92A*9!Vv;NhYeCMcLlE^l#o+AsdBPn#9%Os4=X|fTsN#@}{>o z4c{V$9`q{saJ{BMmGS-8e97lPeVL;0F##j8s3UbfuUG}w$!%Eatd^lNp`ki_Bnm1S zY$aln7r|c2W#%ZW9&lTncKswojIf{5Cx>nl?XSGMku)A~QX(gf@ojKTC)we9=ehvzkdiabupTPq^c9W=m_;5RmiQ&ZQ zy(l{|lhl2f)^|As?AO+`uF``8Jg9ZAa7^ z#xqZDl9m?P* zcHVYepbEJ4ZZw=&aZw(twUvwl%5T!l`Qk4feWTz3a%2MG^(?9)Bz*F zdY<0C$#n=qEVelE+zN)-%%*`yBo%8YO#U=ou$ro0}4patg}8SzETgK#>Vq;qUYK62P@FL@Fi(H#%C7)*y^+zkw; z?yc{l6c7pUIgD5Vl_KYujl3(yXGoVR@m@VrIhw9{I&%tLykYG?m0f^tc$W+nzVk)# z!x4coyf!GQ;?|Dtm+EM!_h1g&z6;bx~*&`X;1^9|Nw3r(n*F^<9*5J=dP` zNAxHaw<46^Dhe`;J-l)^||~FD%s>R%k;_etPujjw=}Z&*##;`zsL@ zX#`_)a6g*W^o_BOibacoe)5tB%@BbdiFouLZ8VlIHyOn!hNkUqHR`u%pzSxV?XE4| zheY&JcD_qLhvdmfMk(=rzl*XhoM?WpeFHc?Jf6^44xnTZZDn#W588=SQ*HPsG0NL! zZa$XUf#$a#kRZMm3R^QARW6EdLDI=vW^<3O@1k_rb6g)?(t;N$A9i^z7+}2ov9;!3 zJV23eL&-?T-y@?Y<^EdnAT%!5!Y?48hp?W<8#K)*A}YOR#VjO<0^{6kwCPolFx8jb zEzelc>nP#ps_MGPPX4$#p~vMZ8amki16?#1Iu4*vfWQY&Hm-s*ema|iqDL-I{+S*Vt9srKd`dDJ#>d#?(0=RYWe7ww|uMdH}C(}b5SZ1 zO{v=?&Y`$`oKG~$0w~xe|4K6Oqt>#K&2w4wh|Ynl2!$R;@twsk##`JMT!N ziU!3bsh#Ag!8vm3qRasFZZE7jR#yw>+OREzUuA>K+X26}P&LSOcAsyQj)$X`xo&4- z5Co*9Q_cI`h37<%QqR33hfT0;U?+Yq1fMp2xYWl8mI|1whox?VUj6R3RDJ!Ju-Rz) zm*+>|s)CCZJLx58oie!35!nWZ#w6M2!}-7Fuax;U|JC@L{C{*&jvV*j6lWfQq%VZL z?~?eha#6w*DK`DmGk)8@11a)a7A6}!%5Nsje|d3(N7>*}e&!I^;88Ysl%JU||LVFM zJWBh)`;1obc(m^QQ-k$?D+-JCqk8B;eXtLZd#rxZboDBtUx#IbNBOlY{*;A7hcZ5j zRqDYW%aRw{4B9Yhr+C@kcI(5jvs6BL9@J{*B`?AHhG zP?UfDnC&+m`y-B$ynohvz~K=b>w{0P8l2bE|II`HEybV3QGDknlo>)f;7}T_mAnG~ znq{z`#ZmkxpDyC}Q~>W&mjxN6KORT%5SM=YfGi&7{0c*r6xYX5w#`po>9Icrj}Cjj zt4}+Fd2^SQ_3a(Si`Zx;V&Wh5T*p4u|@)K{*D%RpCgnVdPGIRi_lqj|iu@|h#XDTru z0;5?251)l)jPV8hZXBhMnix}Uqz2M-4T1{crI_^j=8tvyte}6GKKHJ&7G^yhCHgd$ z2lG+}6w4hj^Q$NQw!f<=%4+;R{sOu@Iw!S5;4{}NA2G?lK8|vypM||F!42fC8(53O zS8)I)^flwv_;u?aw^`4fbCx}lA=J6jfNSv2hokIw=-C^Y>;+B!YH?ThjA0Bv)=xyP z{EXao+1vJXDr<2REtbb0KZu4y@9WALf%&m-=W`PDHRILzb?YCuhB8ya*pLMB2Zal% z4F38!im?tgl^?$+1hRhkQfjGwp4H2fD$3sCk{O*F} z(~)oEzlx%)#_!|bf$eM;6l?`bnKk&&Pp-vLdeSGaXn9P)pwM~zgzU#_&VRw=EQZ}> z`OwgWtFFx91VfAV+GpfSVEMq8y6y6wYwCY*`TthxOgwrotMD|qA4`Nho3-=vM;zsR znc8*(yhzxiizU=iv_6h9qH}7|kXs86&`kT=;V3kd2Q+W_ zBbY*;5%B@3HTnP9aTJ;7l*1WE%|McBi_#6j?hPE}zZ^#~;?CvoJanQghx}0homArL zd|o~7SL3h8{|1ioYghbI*uYW#-~RZ!Z*AZxfA8@maeNUJfBQWAg3dGDjF6=D~T|}N#ZQjRYSw#8w^yev;g&~*clN8&$^$=;tHado& zE9e!2CgWheG`b+06`&vQjpp2M1|D)$K+C@ZXMpK4gW@sEhHZI|} z>i1BfcWO@lR~BYK;7Ygx+0YG`Nr~Wp$MzN;;GS%K9%TU{d?6Vnb8T=*=`0T?n=p8( zKC`GZ?*pMP^&`rLr@_MNjBAcX4!8{I%8GRkVYmuUNlF4nRC>iCfP{dbZ@c??LN%_EI$bQW4k{oT&YMM0$N;<>3uuR(vgJmT?)84$&*p3@h4 z19c?PUE&28kWgc^dUj_JTER)T3{00 zrB`73_+S#EeJ@KA)?tb!IVoqq~{5lH&2HuMdKsO)PCJW-Sugdm$OsBcisd8k=J?WbQFmxF*tfm zjdBJR5Er(DxiE@$%$D$#R^36LWt#NlPFN#K8JiJ@Q%>lV?Lz(~6CFhOO4z<%Ed{X# z84`~uT|tw41J5i~!;uvdn6BEZjF=wUd^Bd!LaGb5M>()0kU<)qZzmo$n)OnTQA|yO zAwKDkCIP+RCA4MNg%)S9%fZ^QsN!Ds)649i7ck!+M_ zSH3dc*60}@fj}@YGx6=pS0a-G?=E!2Bd5bt@=hT-$ZQU8gzKa_x>nL4x#=cCEs>Tq ziy!dNJ)1i_@7kt;Mz?4UVRkRz2=J8EtB7s_JV-EZfaBftkeWyTyZe7E#Q9Zvt zjZ!6ie#|U48TRtLnrrROz~Ft3I2>3tj_}>p2Gd9BL`O1YO1;doQ0JSzKvEt@^l-D} z*4jE7BoO$-`ST+cw2y(Pm0-ym#U_VM96Ndj>0iv$YT%7TY#p~_@4r?+<#}>ct|z|GtdS2>c9bnCd^6BK>PA^t7zz!76y~Rf=fJGoA&6^- z4h%`-e=0BCj8ZDgy=G)h!Ee7?#GMa~kk%@bytR=SXhrPs_IlByT^f^#bctc`W>=3o zj{yZj0?nhlve&0kK9yC~B~4{Rq`07PtWpWaDJ4n8ZE^%<`u9rilA{q7Hf(smke-7^ zia6xUzc?e)8xb>ObN1-0cw3CoGj&90Tm6RppesrUpvqv(mqqFNPUer~{m}CORZlHd zIrM_c?7+lcA@r!?=}D{(delzrM&-)Kgeu=y4c`&3hOJbts;a|V(6%!@9y_#>z&4|3 zNhS#!b@EDHpvArjUkt`(dT7a!XM=)T3A*a(&LxyU4qu}rPc73B{Lbamv}BbKWNsBf>#>+IU5;fQTcXd5nR@qrH~QJ%b^ zQSo^<#1$yz-1$xdvCT|i@r-k#xTSzl%TQ8O|HUs{a?=4MSy?=L`%A;hCEOzi=gG-X zqvo!`Qk_hQsC~d76+wt*`n!bG7EB>idR|Q8CLIDA6Oqc}o^U{fqB7XF6ZR3h4cr>u z3F&#%)wP9tk-6YU>+9wTa9iYYQL5?=)Z|*gdgRdhG|HmaLt6ge5_lxAn<^hC6Mf~UX0}s352@VG$5}Y#j(Cj+F3UZzN5t(4l$~no=wko!MHN$f zv@_3W+Wd_aIy-tp@41pQ`VvD;S^9h}jpAE(Pd8x~2ZFNm!ya$zL0Rq;{waJ?bYb49 z!%ZO_cC}D_!uP;O_w`>3g&&vs`iRU5p0|;=69acj*Ko#lEB*Lt0QA zajC?)xgRYwF`Vk|OoV;J18ii>J5VtDAnl%KU(bL4j7B*wLT8OLnh6R=GNqE=6=Ddr zuItnY_MitXR#kP*B%%dALL=1=^3bE%UK>RX4^*=qe^PSR9$}TTtB+kii}>p#NcRm} zA^q;n1e`C#(ajxEwW43HA-?G8u;FcDs0GJVn|6Q(+3q)P_oA2s<#*oltveWz+H`5& zK8-5);-C;i;Ij;&i7LH(V^MHw=ZC@2`-`ys(Q}m}`}N=y<%`67r-_l?@!3Kh9UE9= z&9u|J)&kK!!Qqn36tJ}UsH{oIUKC!Ts2jOC5vq@H+PO zElK6=Srm2UldNI1IT~$RfiL!oqQeQT0eJ`Q5od>)4)3eAG>Rmz?%UjxMCkJ{O%**( z_8J;xpsA{|KXM2(nCh8ZUF2chmCM4?XbyOqNfjeJ&jH(uBSU_|&tU4Z1h)b=KJ@!Z z`ADAMi-LpY=gGMep_ke*Vz!A2jZjwd#avmRMyXXpjE5iq#29?FTtDByFkgT2P(+{| zi7AL9vs@g}Y&<<&)7T>PDkOl~AlMJZlMZS~9kNHa+0$xw@oFHaZg;9gJ5%(^2MKc! zilUPv3<(uB*66xeF7Ca#pQlj*^iL4i%5^|J&S5R%5OK)CeI3SCF$mk}Snj=LRfg>2 zBid(#t6)yOLW^Btl3?uB%iR4HBXL=rO3fK8-?z#0r|z zogs$HKoYm!57R_P{DkXrGa_R#!ljB`Ld*+9P3MA3kmiRN`m61M$RzlXf7Z(UzkXR) zFt9)q^~AWc$sadD``vHXtFF)}dwrXU!fDM>a(2^J{LKPuXq3pk@hZeFLr}uLYio7L zS{j8Z!OIqNzZtgEe|C-n5wJ`uIp(O^1-x&|US5ck0bZ&W#g?>(a5T_he&2;f%ta~H z{$Xo26cRx>=dn8pc2Kf1jAhWFS^nxxM32{}QMP*T^&DNWf}^56P4ddFn9>7$goF9@ zNcSS&xXFVl)I`pu>t9xY2J_RUUJv-9$`HaHClMQTT#HbuqE#JHausyp9=?Feheo&E zt>Z>v)WRvdpPQ`21bu7vpQlk=EtS{`9zO@=T|5mPPV3Vsj<(!MUgIq2fBmSQh2#+xz(%>Z0QD`If7;2T}9Gx@W=-Mo7|_ ze=euy=V_FC6SOZ8{bNAbvDB$?YiX2<0R!9P#zl}aGKYO+>nvtU>~%kX13e;q-FrjC zDGKavW{cAzGUS9}{IajEPos?3xNw|#s|}+U%DkkNbW@w90bUm)o7mq$qRgSfgNv>p&tJ%zz*h>Tn;bf< z=hQ%q#3|v{(Mm8$$?QTVuo%Y()8fc&Y>tcvU;roy=T=_UOgh~QKNvxI*r zI1*dj2|BX{l_Xxb=TiB38fEI^M|+CO6&j^#_6F~#_vq3+pbwP{LWw z_tlaj3Q_6K?GRl{qmTzswv+4YqNGTE3HIfGJ&i)cAE4C`oCmxQUe!C?p2TqaOoT2N zlA#JCQWu?q0N5d08XmiE0k#my>d>A3c^YNNFE*=mBp1bXf99rBe}%THb9U`!c13u> zw8wix)~8Warem_a12xdhXOAdN^zWxpN~6o@si+ANZYAX_-Z>A5dTW)|zB~rh?Q~)U zg}Z6x`^I)#vC+sb;uyA%|9To_LD5=9U-BF>Flo62 zY8x~PIer9__$3yUS<{g;F0u{vog1{!Oyfkhg^!PMQq96LVM$RH;zP^3yWe4jE<%^j zF_zeKAK*y$Sk1AK3ZSxO#!ovG32s9^6}`>kYp#(|==uO0QrS7GNSlEolP4qpVF|>Im|iG7`wAlAuHbd8IN%Xb zo+B|Sfr$=+|G0Mws38gXsdVt3fR|-#!sq)gV^m_dQxqMUfA=`^ndP z1jd$75f$`b?`C$^u8!(c=Z zzsLVUMTznhXu2RK1s66wnCH5rxMm?tWOVKsIbSh6WxRf0u+A3BTO1Br2fhM@pv3;l zfdZ)7A&ABC@;Mynn{|GZ5dyES(C?}l?1lximRUK+TmSa)-&Xd8S>(c5=*<5@GQ;x} z(~H^f#-*4KrIw|w`?jyIqNJ-(6PRe|0ta!)%-N8iS5cVkW*iHtt6;~y>$sij-e6#Q zLinET;L49c8f}BVyT3dCpH)$q$PVYclqrSFw6nXbudc76@IK((nfC4)T zt0yzqa^{8H8rrC%NIi#%$Tq+_^v564E$aL`gAS z7_al2CGQ9W*uMGHiu$i%UMOVT?z1@$5ny zN%_VUN_cOw3HG&NW|FE#?$!9gm`ic$?oSgK7ED~9csn~xvvgv8fQy(9TaBmaTYXk= z^GH0NYuNC!DoVb|K{BzlmDfw2$S&EH`TxCVzLtb6J&^f}M$icy+JBWN9PU*=pK2C= z08`XGH(e`zemXxVE_Jq?tZ;b7oRLsPh1Pxi=4Eov*`ua#KlQAyh1YA0)@9OUNk&pg z+0y#~NBJ;D(oe3!`j{SgQ^%Nb@U~){tPF(Ml&^zlXH(<(Pov-RS=CThZQF$bB4)V^FnbfB$SMN}D!aP+UX{yNaSpaw$mFL<)>J#s<1m z)YjzBx@&~_U`zw}e>%G5BuV_AUPamcv76^}vj@D>n!p;>?E99_R`hkoug355pM-nZ zJv9!%uzK@^KZWF){5MpTJ;a9FGlBJz`}{cbHU%JYhE9I-?RVwAN|{f@NK`UC>yKb|Nfr;GqrF%$jyvJ%@YK|s4Jc>-P>OvjT%bcx}}ACqrIt_ z-91(cXwyPe@S~b*h_GPslfx;57MGhybYF0yPoHD8Bzwrw;DJYsW05o99_^N4ZF>V6 zB>9+=a^JuSo>$Zr3+8YP>yhLQiq~+WWmb0rBMj_=SD)Z(_JQRs=7YO0o(9T_5vE&0 zIY8}C;_Y~I2*dAg$IIq|i_&MZ10UV8g~q5c9;QJoQ?zh6{bjD# zX(ZyU_mMQi7nuqveSEo13AMKGX-f}wM#mW<@WUg-kXt?&nQr4pOHnddLGKt4m2H#H z#j#oNZm}XaUy6cd3-x=`malcD+;-V-KY}I@91OqrF#ZP@>2SK_$ z6P?q#e2irZh?`%^(W4>S_UYk)9pp0#Z`be8I#E;FrZAimL^LR(F#@yC- zQPLI}9VXBEgP62Ipk{6;#`B#d$??fql!3E+|NcCaC;|Rf9a;J$#GcN>sNHIco|In5 z4;8gS6?eOzIoT;AS+Pw{A+eEYx>expg+yKSK6)qVgK#etgq4kRzu_dRJrTZrV2>;s z%Ose%Kfr^y)f;tr7Z+fM;10fSidZ;nbk|*~w-Y$DV{%KJte{wcv3`j10~Cy77xJaXvjkeNS@3wsp|V)8=y`y?VUbwtcB=vG{mrbl?TxrD=B% zhO@eBr=T^Gw|`We!S96nm5y?FYU`k2V=Tcb#q2uO?Yh&Yj zmP~zm2yV6B6SXgsgUFcp`Uasnc-_LyUTLon?=q}28R#B^=)NqrGyAaN7<$V?h5#T=`z8vHKYc-GKF76hp@Vfh>YZcvf?a|H!ojj8HJ$;h^qG6is%X z_DwClC1UU5-$8{XXRqQyh{Q}10KwBLc)Y2383 zoL(q5w;{pOaRo7#u?xH1r$Bh@U26K3vtS-7k(sAH4{c?ky`Q-5*`9$pQ{*hFTs@9bv%&$Qv zecC4Fz6zq-PC*zm?u}e5^&*uqXOO}>{)>?ukti&`@tRn(8gdW2-;<4X5=ppsVhL|! zM^Pne6+J{0D8s4e=q=-Xh&mq*_`7GoHa`|i>vkvz1|<(zZkh+uM!LNedvt)_rFmdq z#b)HSRTJl}oGC;{ZynX@Yy?W$0ulUo#6T?aMzYd`9=)!%w@wHR1JWZ_N-ioCDDzZK zDsR^MF3P^<7sm!Cvtc1&2lfv263k8h^Odf%Bgnfo)AEW6jVSfJvd&;a4hl$-r4Sl$ zM%ks$ChBO_YlPi-8oNG*FT+BI7i@qau)SR&?!-f1j-sZv~lv2G>3 zSH32MQpfcNWJws%grtI5EhiIl6)AR06sm@Et^;pEK5Rk9_A7CMauP`U`E3u4!A7^X zOJv!vxF|_GJ3Voz$Wf$OZpN-{j?iiR;;MXZE7V7}=kS|QfK`b2jr7~hsKN!K!isYf z7O)UkT>u42JO3rFczk^qg>@v^pRu(BN){$NG*?`dv&%kZRMo@ih8=_c)?P}{pjNlg zOX|5Oo-y^+@ei(OCj+X9jkia~c$?Zb9aKlQOpJOD37n9{1*_W*?@uC9CePPlI&NsM z{FcXE?Q2~Wj8>p=>o6yJR=AyG>3suau=N@3ry@gL{bCC`dYRyTsxL0&79sk`eRx~| z+YGQ?-S91oqC+DzwB7kD=QsS;a|etrcS5{1Gx>}DonUz)CMqgzFY4uzI>dD~0m3On zPgP0oKrs%~vBKNG&j0tgqrc4m)%cs~kCm>Gs_;6f1k5x)>2En%jZxk$=S+WU09g*q zo@QKeQO2^a=*KGOA!)a6oiKP&I%KmkEvSyg_Z*7ckH+fN z4-0oCLiyY*ULeg5)b;VSRPE#ST@-? zPNFdBIG_h?k8p*=6^T*EqZ3qH4Q(Kx(!uAkc?%T8`xd+Irhp?+Canhkd(mU&(`3iC zB*ImbiKTgQDkLJ8A+#{QzKe3yPCLmSHx`!h)vNhkQZZvp-bv%a9}wBFs@-8<5>Zk8 zlEhtQ`6wjvL$!i{7s|E~m#@sSM|PVz8n>^wC_c%m22Uc*QJ3dkUw$@G6qq3^T71MF zHEniL^K4n`qL7uo5m{g&LJ{q)8po!y*0?BS;_=beu|v=_Ni5;zCJ#CbvoGl{&w*iy zs8VgvIT${GuP%X}LG%$bl}|kQFcu;N!DhU4T(4mzf73#bCzscE zQEJ>uPIDg%0EYU{L<}EqVDvOf({P|2b=KlM^De>>4J62>xEED~usz>s+zaqS&%$+f zS904UriQbb*90|C5c~bJH!V%k>9fO>O?aZH_U0pIaw}^jvoj=i%k^+t?#0o%nH;`N^yo-20abyT0hKQ8c~@=qh_QYG;eAZwS-QH zaPp}5mmt~@6%CxWK*XIC=df?o9?e$R9Xgh+iK^rrneA3wl%0pd&DB?2l=-;0?id<# zw2fai=Mm0Y7p1Y##xcBP2)3#@T~W(f>!PHw%N3n2Y6g$;#$)}WA|R1S-yBY{0F#*1G3E6T1T8q<$cQgu+?8v}{jaj2H=4};CbUUV=f?4oAdU_Vo_6Q(Dg1dC zWw0B~Wv{p>Mh{YG@yn)=f~?T%M-K{+_($@AmVRG!p6`o`JiiT!_q6RjTCa|F_qkKQ zX#gY+Q z`TmNFqHCTLgU`0&qVQIcKK|s4UVJHB7&F0oTJ*Fz3cv7loW_{*His5m-JWxJ*qwi#eCm ziFx~q9$j;Zq;qwNg4xbsE(t+0lrl1~#ALj_i&A)Dsn)PU8*1{?qfd8S!I;inYIYc| zM3bSJ^ouJliqsv#8joACi2c%OtHdK_h~WB#Bikjl(FNbl!XszIP%!f@yYVg!Bq=AA zCs4f)anJ8f*_3?_xf{Nhn8W}5E=s~R^8vNc1{l5JR%_M;@S}@TqZ1Z)bHzcM#a%3| z^bCdNe2;iunJvg-SK1tt%=#|MF!|hGy~EmIbZtt|N7@kM<&Uj3|6;{Oc^gVbI{qG+ z@6Z!#IvIqbDCdcB{|_#TkqVuQimomq&d;`KTKw0$C^nvw`-|!q=yzDAbu0$G3B3kQCt>|l)Db*BC$o?EJ?*z=;3~Y8@%+c zsLf$W)Fg0y7iC($x6XORMe&WWo<8&c!$qO>eJ|IxSOL{q9D)f}?BLp9%zjDh38;jt zcM7EOK%nrU>87$AVAT%jn0hjX5xh_6bc&o1)nYLxADZ@nJV8_3+@&#y*LbQ-l>hTC zis#jct)Kg{(D^Sr$U`aXkQ0fMzYeJtGP<7s77M9a$i?v)$)IN|BJO6fAa>|?ed@pUWFiViBo%09T3O(l}EmLw=EUX zyuWf`7v4iuk!VWYCUFkM<>P#!QQmM-{?0DSFF%oKse4{aQd&XF!sPlz+((d&NL zii#^Y3M)5Tl-VWEnO|KgsC_Ho9W~Isa`npPl|Nm$AhGhWm4cGk*8;BEFWb1vU;ljJ z!q@H1=H|cr0q2CW@^wGlqdMj~*MHfsiU)lRj(&gAITQ1&WSX93`9yW^qV-Nh@Rg{d`TKvI)3`Yy$uy* zLq+)?Pb7cPAAeRwNh!3NNp3#|!w-^@6u9Kp9RJxABwkxironO4FD7^6+`7kug`s|Y zy=W*LUQFTDn~Qc?05-!*~^UuD(lwGzvWAdDnqIXOt`aepE&iO&wu%4 zG3}&{5{zu&x`h*3w(kD_IG#lPW}zl+Ct&B)wHMlwN$WnIQZu-R!AT2-C3noQR~W2Y z|Hte~+74E4He~|sVIN7 z`CZ<)i(&q-29*0@q1PTGMvnQO0$^r!I1=eNO0H8|BG_6qtt#? zP)svKjIS5v#zavO71fj=?S?GDYnw5<@Bi&gl#jEw zo>G6|0uj#ZDFhmPn58I*lhbOFDW4JAlUi7MG^Dn zE-T4hcXFh5^wMl&10ND5Z6?b8SPmZhA3P7QbXeC!@!huPMbC$Ku*E?~-ROAyzdipS zO%$c**FxbMxj?6;zr(hM{9F607SL+^p8w>-b9Rn#+F<%}7x9-06HMW`bmH3{J#e3h z{7UcSTeuy6)q`l|>N8{fNKV^`G?@1E@}<{!3Xd!uPX_HwhJ;U7j0pwn!FV3GZi_%T z5NU`H-9SSS@FAp|S}*-~=l`=NN+q@)hp=BMY?hLtc+t1Mi86gsTBlgt9wYKa#P*CL&8U?j&u@&E@gC+XcRs1FDcZkuPou~O z2;B{P9Xdw7{Wq8ieQkI(e%<=Vty7@?bWcVSJQNsS@c5CWu&pN_XBu z!GX7!f#k_TQeOnN%igx9Q!&Oo=(AxHQSygF+RwIL8^8h% zCBdwWn>u3dT$Jj!6YSUw_ zcONiQO6O9_7C3;V%9P{XEzLD1N)JDiD>=QB2wT)k$|EsTitMPk&_M!*lbN1W8 zv|YFc_ZQDK`J=^b|6u8EVD;%6y=RxVWnZeTHi#Gk=s$&ZKebK?E1nkdrj8l@3cwnA|mL6<!&que<5ziSxOnfIJ&!>Z{^?$wp zFIPBeO?T+O$VB;Zd~WHfWiO>@0d~r(yU{n+zl>nBnuM|I&Uwr}L*0k3CbsTZe$fZ=yz9sDxB6wpi z%;@KZB6e`mNTW*`k>GIhJ6Mxm3?${&+p-&jsjC~QCGv<`g>obVaw6mE0f-{=bPwHy8B!(LAv3<~y<3qb6lP=#q z#en)2uU_e}orS2m-An@>Q9yZGE9)v#E2vnTO>m5wfURmz-MN<6F#JBMxwu#a?y1nY zECme0p*+ce?kkFrKVaP|;CvsfODJAHYa7PQj|lWWF2_fnOzyW-Zac#Zn}Y}6oWn*G z;x{gkA6;KWQSv20H#hr3-GJn{k6kE+D*V#>6HjK*I9muU?;|GBlYV%Nn)QiDqvTCA zfww8zzID;_(PK-*KuZ2{v|kBn3*fiyaF0Nqk-SAMA9PUeKALggXP#)kYbfca`4cFU zSnCjum^AueK}x{ee*|fY>hw@PSpd9bJGuG?F+dfh$T?U19^!A@(_f0P2Etq(uTih} zFs>#S=aME4xU#ahsf9-%`BcOE=n@rJxV`DZrG+ABkV#+eo|(W9hY!W(>5!n8W}j(= zx;?e zH2aY=AVx05YK9>g`V^``v`-Fp;xJvvES-h8O+m%FZ2I6eX!rlI_a^XEb$$Q8c?u!( zkTDsHB=h+$6p=Y0BvVLcl1w2b^N^BxN<|Se6EY;FGL?)a4N``Tng54jLMCRHE&9>8Z_$C|jwYAK((Y2G?0yb#LBJ!)P!Y-f)?lLAY%5#3S?U@RFS;DkXpwZ8Qn3tH6LJ%o+~m?_y@$JLcy)otezI=*re}yg`zYx z9?54Ze8LQMk>;Dlw;LflGpD#zB6-x3zj|oCoCvvhEq=2X%7#Z~rxR2P-ob6ryabGr zKbYKGEx0c@3wm$OG8QL|AOqQvyE85Va4mbVNS^?Ijx9J!^Q~|?cFG~)C^=Xz`T1Kk zF`+EBWW3ylXqb#EJ)F!=i`YIFwQ%x(pM%AcP_X*bcYLlZ)2n!r>yRH!Y>ruEn9}ViizG++Mi-c9>P2W|XMK+b&>5B6VP-G6~w2QoTpfTMD3E$$?Y|&RmRBe2|Vr4?eKVRi$BEdFPMn2Ns z$W#nT=WjkB-trAnD`^a6m}0@?(E*a!?giM1D&J`nn*pvIUNdU}0UBut3mkB8g1!&R z=UFec!_!*AJA6D_LDa6s)#=-IbXK7}QVXs?;^oFT12J0Uv%oKRGlhB6w}&m9Xb9eB=m?&O0YK)b9|@d zdcg?wee)L@GCYrp4Cjw`j%uR*5x3EPx^UFKJ3~3PLL13F>=M89Nfudr^s05?;Y10l zQtuCVav}=>I#(RK2B5T%)!|ttM1lv*&VIJf0R8j5_pe{aMMC7K$4GOnpfufJ+3h?H zl3et%Ol9$faR+Ipo%deC)tncDr-HXZ{ygj5E=F$Tp+h=#fhQ6AkKLSA*Pumx_J)U) zlQt)!jOBj5mv*cYboZsLJUG>eF=TuGB| zoEgt{hM8*Vm+kc|XoT0V@Tjr$T$aPAYj$*V1* z!nsZUPGcx$bZ;@bM;14DpW^~LDkV_%xWpUL>@T4p-(!UMQ*$NC?7fjp*NcyF4Tq4s z?CAO97yMB|7dhDw?tbJ#a^tMb8$m=t7%Aw_xD8z~Z9gMHAdI@o%rtr(+hE39Me14) zHL7jqp-JYt3)Ria(?kShNU4^-YzMA0P_p1UDQ#y(Zf1d`>eN9nCShu8wMNjYNIl^v zS;hkFhn(rzT?CM`o>|EB+8lK?vE-LLZU)p~Thi*xyFUJLrbp3lp0WB<1K1p%UBay7 z!+i_?#%rr6Yg0nR1PYmib2fnF%wxxj5%3E3p8q zY&>tpPjI3br3E>%>kXj)McYn_3>Qg-tjOWaCV|AN&M39eDg?MYz0zj21h2bslRgnt zDEw38a%80^C~ZH(s=?O<4Oa_O-S5x>_0YYj(R+MoTr{9`o+1M%Z1x!Uke1uE1K^A{B=WS#u}lxW^PI2jn@n=v>B{QD@%BgR7@Zu)|up!PVNFmSYL zMY>S-@k8qIsU{IkTR4@Ll%n`OkAt!;1oeD z6nBFj)py+sxva1`5k*C1YnFw7BnYIRnEa4+4fE}_e9hNez3AfOmK)*t1oGmsw-xBN zmZOs|1-aSULeX^>^%r;003k7~w^qCG;6iZ6VtL6< zbR^lifI&V3h{v`Dy?0?k=6KuQD!uzY2d_S~KK`-#)A*l`PC3KD8vr+T!b>_{g=5O% zLq5GMeSyYtuh~n!UqRWQram}ZRH7H*kNAfJBavKrsug3DH*zN_PB^%942_0=>v^JM zhm7L3ev4O;MRw-AMcX6YkiUPCEn$ol8Z7Hmi`-6zm`cu>_-anT(LD1k>3w5hl4CyU zR2&28s)z3hoo$3Z6&{wao@Nk*XP?Wj{u0bO_VzB1$id~kuAelozJ)87LUnStX@XXT zM8=Ru4V0~<-_zz^!EpJE5MHy~iPRQMN^Y-RqiwsB^FB*}6(vR|Iz-s6@Bc{p&2Rp( z`jdT}=9m5QuJ1j7cCq}?ka8eK`SNvYE}k}|+uCp^`Su)IJiL@YVo`<;cljw#-v~nj z+|?&}#XXTbb5iQzWn*M@?S7NYR%?_deAJXYR}8gqUo4AZbVmFhA9|Gh#Zg`7Oy{&I z30huG)g57*1x4W;EfR~5VAx+?r!^S?VNRq=z57eylyET>o$3+rD@%F!Qsy~)ITf{I zu|OOS9bdXWGu;gW7Oi3@3=cp*dxNtuRTb&Df7_*6-2|&d>(ymq)zTNc0l1``ujX1wU9(dYq`g3b2Qg`Lf4j71WAlN zYHF6WLsefd&nV*UK~AQ&Z+D21qQa@Xf^#=U;i@Cit;>QP5b?rTK(XEvq6f|9qP+6q zE?=Cz_p~NRQNOrFz1jpcH2x@T&Cl;!{|NUd${+s{W@A|WU*AGw55j{2o zg0r_iIfgr}G40|tM~fOz3sbQ4cES7>(t~5jbl)RM! z6#LOh4PO0Yc_!#6DOq6bc>zT3&AqQw%?j~Kx*powyg3nNsr*fsZ%ZjWEEn!vVbp_5 z_(~;&e@!PyjOZUXq^;Y=?v9v3?Q_2=EiT2`V*^Z+GQoGEp@&_LfB1qJtQMa*+b#b9Cdc-?QIq3`=T|e8KkK!Cr?t8;caRi_ zhOm1L8x%uP56_CP{R~F9`aYVNph1JCww1JJA|YFKgsC=p8BUifz0qkqzV2VOe%(J- zfAY_NLH*^#o!@Rfd&G!uj&Y|o?UN}kMlnasPNxQUqCET6_UwD&!*=@ZixyB5=17*YHUx5;Wcj5mh*w}V%<0d zUw-pyaOgRl#*h8-)&4P*-l{l$)!P*^$ark8Jx+s=*xdZGGx8N$A{)&-#FK0S-0}r(X=UETq zo`dcBSGS3`e}X`rXh+NUn-fvE5ktBG9e_?e2Mw!+5{5pQP&9$*779L?AUar5gK*B< z5y-!?L0iKEmXjRi5JR_iX{oR@dUa*&Q8y7MS{iVqQ@p8yw#(N_wl>fq&Cu0ZP7N)D zIs3KqC_5c$^N*jk(f9-(D9h>&Jb4UyoX3UJHEx1>sNh-2!$N$zBgcjtPUDWPR=(!QwD z-I#;i3hMcF5UK04qf!gb~6szCjLnDVA*{*R?qvpFv zhv2vvV#7;dyrzYN+8dS#$He8(3r<7RsE9T4YsdkfloNxncWAQdz(gJRsYyP#GjR*f zG}Xw*J00H8|66>#xA=u#g<_u1?}E8;;C5I~THe~)It9h!GlpvT@bUfot?M#$H8+M1dw*(O9kRumIN50`==>K*m%CBSmKTMQgTjY;z zuL%6POq86sf~_UZYkvU4)#7L6gWtz9_FiDD{_rH4gUYPGg0mt9HCX9u>#prp>pa6E*t#+)tD%x&3?E0!yVyNqQ@+q(en*{e)Rl$ z%8N~>IxfituI;kabGh~BGeLfhZ?kPt(Y$vG^%k(hz495w$yb;hwS7DLhAiR0_2xdZ zb9I~gf9t{BYVpJgMjwi5D=MGcH2-Gt{Jp>bS2IyQUUxlHD5?jC)7a$2u3P-+{{PZu-@uGguM8e@ ziLNgB2WEn^A7!E>Ew~fQ$!&w$D-|xg zy0>re|F7M9mP0uDXLk19+CTd>;JPq{~spGpWOq0?fU=21o>zeI_SVW-?LMZ28Cr|G6iEJ{F2T zfZ{j80XG*mQc)=Hjqfyny*BqMDtAmcDib;!+1Z*t55bbl%X#f{H~#7U|0@+`+~Y=D z3|$G-Q`z9h6w-dLA3N@``osTh-^q6ES_>$-w%f_%w(ABe3a3e|l~KD}jp0H3v90yV z8>lFigAwP3x$EFQk^FJ%!ApSqMdrX2k`ci9z?tZzobz}4|D#ltIYROPA=)bNIVBz+ zNw_%`W#`NzCY+;w5V|UsF2)v)Nw4Kpdee%JrWEJSR)#R5wMRBZm6U#glHgjh?#%KH zer7Wwu3=1?pt|Ks-lRkXB#j8~QMmRAGSt&ccZ+ZC|5qwX9p7M)Y>X~sD6bf_x>R6t z7hk-4V#y1Zd)SL^>mT2gilVc%>+XfCcfc<4?ZL2DRNv#p(onGaqyH~J2nC5=EHL-4 zuvLv^Y@nj_6{zcQS9AfRX86iyuR9z37X-}dpFH^j_&HN^KY6D>^>WvcG+zUV>!sUP z=X_t0|D(E1QwlGJO%=bnz~ut(%s_%}3=zYN*8Un^PrghH}Z+^`!g3>uNbTATmSXy)>aTT zMVtlPV}?)rLhfzY|C5IY$NCrRu^8W)LytAb#?O_C|bK{fEna%?ap_OnfttSn$!hU^dYu0414 z{uK#{+_A~;ey}tYtp4yXz2n9y4Z#d}XzqMe^-}%@|LXE~$0T;v!HRM^;T7Dd4gLS4 zr1jKhR1`lEqn(BMSD}SFFTH^tZ746RSc198$Q|f-M7Z88^kc>_t9(0HqTskj$~;-` z9EJyz`cbi05axJZ;|zigW|ufogizN7c#TgU5?r-{IeAL#Ohjx5EWRF>8z#YC2*c7) zu=*qFmaFz}AKOO5bDXtx-CNQ&_~+T5)sT|a2J#nMVys_Z`MaqoKWhG;rL;IMd-r+j zz`W>{i|hu)n7#MJE}EgepmjI*Q#743hCuFmlg_KPmEXq_Op)9eW>&dkp87&6^ocjw z(TlKuZ(r%!d3wYW|<4UT5sTlV7F<7Y<}V@!5h6@l6~&<@A)|44e<*aNBNfYQfAZXssB$n6_diN)7x;Jk{Sn!EYBMUxuT+!}ncgdJLe`%7eV1A+{@@p^ zAN0LktbX6b!I4eir^2mPgAX!OcV(0}Qc>7P^rr)b3c-S$@I(EZQyZu#Bim{N&zhFQ zEjqo5H|+m-|Gx+N|495wMQJ5sJV5q70D=oDUA+lDe)o^1pEPrMEVS}Gv!%Veh7F4g<2L*xe8>gcbH{}1TQBmCRcq56&PD6xIkeb`Xs||jB z^-o`X%!-wO4EB8p844-p-H`vUMn(D6-}i0wi~gQ%w6WXM^fDbBj*-4ko4~!nzhqQ@ z-0anQ(A~>R%)Au$5C4AqJ&^yO32JF!-Q!oRYc${YskoR8Vv3e(wlT8kAuvVgPU=GMpYGT5C>^fWkP&E{x?TQW{n4g={wNitA^Z%Fn(h{0 zjG2FbQJ-Pc@;7V0|7*X;C6rPOBz*u|IY&w{Jb(ZB&OfL9u;)Ek{pZy3S1k4CiExVF zsVM)~X2GBC5wiO%4p3h^|AOg?BIcaUvfQXm5mGiuBo=?%i{xHWDw;|uBW|DQ>6i*y zltC2m?7%H9G~!k*6*`22QeE>CT;1f6qm%>u2TtStx<{W$wmcFmz z`xfe+zUO~v-UzCx*XfwQ-2sh83A(YnnsC;>`S>30%dnHukLvx34fXVlK%!5mcEhqkwss!U^V)=VgkG z**kItojfDyLR@5l_U3)y++*vA8u0R3A6-;OyESu?s1t*c%c#F?y~|-FQP+7a_pUEe zDooTmBaM&%6_;*R+%9x_Rr%)UgS4n+_{wK8@^8S{9pSV0{Z&wXp-&_})B{tu4@}tb zxPj%l(XNoiSHSdj+lvJ}S!gQwAj%CN!R5V}R)&xkSl#0cdCgh~?7TZ${MEi-RB2a6 z`kxaZ^A&dUQcW))s`qJg%vb^z2LHf&<4(W%e-poo{%a4#>d$-Yfj!B*yd5Dx%pLk_ z{981pp(2_0#o{6wRS=}|=i-q!`J~qavdL(=q57ESeOqK%$((Az>x_5;q+1wnX(8Dh zi&=-EP~@;%__V&D9x^g}WXMzJk9bx%`xu%P&>DNZtp1}UTC}kaH^0G&%pE19FYI0f z5rvo(Gu=sO;_v!|m04a}{VHe21`l>yQx)*S#3}iF20eXe41qy3F1A_ut88Pz_ zIByW|G3QzYR{6{Ly&2;enJ(Gcc26=SL+s}uLK6TyHnCl!eR!z%@Wg_c!sc8Q&EBk9 ztL+g$mg75^u`3p%w97Ac2kruj(3lQ&U*M7tGS+)|Cpi=OBsHC^*Kk47<79$^i)T>c zj&A$?CI%>()8ca@aUzGgdB*d0e@r zNngSD?sk@xVncW~q;by5w*sC%cHlW{HG^@k9D1!kK!r$^Y&>ah20@Z&RpG=1G87y* zM2c6rITxj%=^Wi`XEeNIynT62A|5mQh+|Ac`5R){b2;zn9Zvb{&(7kj^5h^HpOvQu zw>*%olVmdcX+Om2|K>_bycw#Eilwd7&O%+zl!x*)9nmmlyG=899Fo%(qByajkGzi7 z){rrpB6DqwL1~y0N+C#U$hm}v!WvjadKWUmpeK&XpJEs^g}a^zS)7N4E%FbV7e-+x zLy23%86B7iyS|g!V*x5HdiX>ySi(WmTZYG9KZIpvZnm#a@Zdm(2DK*>Ju-YwWo*E%rN`X%U$#G~I-3z$M zX^tqxB}yIG(ovp72lI4~84{)ss=lCQh(?X6E&Xv266O`BeCSP#-ak4C(4#- z3*5qZ6cG))IrH&!FdB>B@?~X47eyR?u=lp%HMH>9uS0wGD4HZlw~Amsh?)xcDY_E* z(W=S?4FNMc)Ioa2{@l(oVC$1RrUBm|<+>-yuJe~6bW}nfv$6nHA65LzIL&}WM(d)` zO(JxSv}9s0hYMJE5P3gg?11ifc$c4WQo&60un*%3JNlxcCA^Ar6^>=Pv}|*tMZ6Ct zR%OOF=b~uDcvl6C7eawZw~yDCD$J1L#LKn+=-fN+8>zq~Z;&b3sJK#y_K28az9|JD zvLt`zqHb^GMb=)~;b(-TYTR4eX9JM%sQJF_GMb3-V$UeW`A{@|=Lv1jxE4zMk}wpg zA%z^JJBFL&+0YrhIT0-uZnO~k)(qe3AsBzSIV@^Sf=-1=m#bx52MUy5OrnmDOhOx9 zRNpXDo%7gsMjl9G&`Y{A2Z}?#Ic%w@)oMuLA9R>YZhnhnNgUKeziiqezdO z{Gw3xRrksLbS9?zRJ4QFD}8 z7%T{))QOk9-H%%#>Y%b+>XWUgr0c7Eo7`>K9^WTUf=i0oqVpoV*aRmj#T5UYS2m5FS?G3s}4SP0Iz zh(d+FY47*(L4A2IuU(TohNf$$Z!a~SL9UYkta*wkQG>V8m-rlNp*Ya?Q9uEegy+t1 zEij^|Z8PjTPV-Q94i03{c<4#KR6T@{e159qy8>6!7tX1rB!EB5ec#G0OE9;G z?V$sqIlSH9-w~HhfyBl~v_kkip!spEz1OW55cOJmcE^cr;GIvY&zZ@G3bo{z6KFEv zB(I+~wd~sEg-gyRb5A$tqFlQ{T2H&i6POD3)U2z>!U!&ZyS9&T5Ls8W-&fJ1lJ7F9 zpJClniejI}1zTraLS!9ObBo}Ojz!%#7rx6FvF&@;;pOOt>b(tD!pP*&7`vH%E0Z_! zUx}-*>p&>8pCe=OGY7i&;BzvaJst|>B|RJvN{SBht1~9#<-zMAQg4aI&)`Q#TD6Pl z5|GuBpGg`Vf&C<0EpIKf!Ts<7mgV4YU@RG;LB7=z1Wgutzxh6ayL(D9j+K(Yo2?J! z_XqPK@0se;%xW3H=Ih*j;}8R~y+2vpO>*Y9@Bg%-55MjISp9kYkEb2#-L@PG4H8jP zr{F4vv`4si4ZVOCi{f63`FlnF-)UHf0}cJM}HBt^@3PmiJ8 zOSHEYq@2-lOGWnOHNUdHVy`lUJrHqVBmbpLIiy;+E%ZDNEqd0ve^jMn0SLx+AqTd3 z$k9r@;=er&W}gVU5`K6ABIkWS5lOfL?;R1#C(->7C)X%&ZJ#0>PS)uAO!XPSOjUd>9?cCADrE9`S4!~!>HppH$E%qM8d=J=Ugy{i zt?^zi_f?qtAjQ0#Pk!phk?Hj=da?5|9cOv#CE!kSF zOgPyQWyi$9h6+1VoC(6#kN;R63RZuzk0W*DQB-w@I}Drq98(evz%Xx3BWE{lMQt(D zS6dWkQNp&CM|bE;k!kb^!wkMqG{Z(kokik-@Lm<(we&PZ+hTp~9Fa95)*%@CG$4kK zo!{a%=;(xE-EIrssNIVkxPlh8ZzD!0ybUSaJ7$1x=0TyV>3eV`9(CC291cyZax@Zw zMZn}KQcZPT2cFyW^QeDmfyb+ITf9Dq!NUaq8Sjx-Ffj1!=%KFt@P3hb`$Tmmw0=+~ ztma3bzMOn2Amy>d$ALoOMLek&5Y8&Ywt7L?*c`_^F5T)ogjjf z9GE{P4~KOO;t|E}LdQ`-=o=lXRC$y~y&W^BVT_7C>MRnRd4ZT378oB+WT6f8`3quco6gYgN|ewZ@NSkRN?vzcq|ygj{BnpkGbmM z7#c|^ydnU3)?Qmm9=3s`_>pZ~8VE+89Y!hi#ULKUxJQ_M1~a6r?ensX9=R_Wu>0{| z2E$D6uc8Ko$Tc>I+L+9G{rnfpL&54#4ZuT@@&3`(W1yw5fOYK`aj z-ZFRJ8+3yZ--#nV0y%xYv?8(19MzVP@TEKHBIz9KJSrk-bg$--BEctplo08l^EQ?T zDfk5Be;7AII{2B#EuD9w_m{&22c!mJ_Jg9mDqTG^dh#-B_q>G9Z(yv$ZvFh^r*Lqt zq|e{8psxc_o^Kd_1p%nIar`Iybts|G`|cSEQZ3l!Y4=I}X?2i48UV$EadsCtD7&l<1qS1t;xGWTIIE}P&ECrSd2POjGC?Em!2)`KyGuX zq!yl&K)9^Dt#Dif!PRHVA$~LPD;I^{lbbY0G#&!Kgw%a_p|~F3Pw{Z*fAySw?gwEh zimdeMA2FYpZ_2sagu=@if|p)vt6+qc-wX&?hJpR<5qaI*7R(J|f1@db2FP;CB)G@D z#?5-Ful#VT0N! z2*)Ru&xTmThD5`L^pXvkhRqfm%C-0T4&fZaTl>K|#IW|WHH_%sL349Gz1T2(ZN>eu zVR*W_YcGe_UWoJsRZqCNt|bh=Cy4i-GjNjoI|uWPRdAS-I6joxt=(L zV{_WZ;}Fh;SR2ovSe>=#an)<_*0utI6>#W(w99`|f4c?#YIu~t?E-r>468qK{iE?H zg0JIU$_Yy$x^yT(CTipH{zuLKoD{q25%Y>8o={sT88TQh_lK|Y{=ImVe>5IMd6xK= zIF%V3`%LQ`u%~@fKMRXEBu5Hdpq5zcQEW}m_x#v?$Lf!^H&M6Bdb7d^d-exud`sTA zD&j}ZzeZ}fT9Y}M)&U+rdYrG5^>kDJWyJUBi*HE7rE<}W9k&l`Xx~2@k777G(Dv=6 zF(i*ax!Sedydl0{dxe2A-ZZ!}0Ceq6FFQ*NZR$Tx&7glFO&K&nW&ct#KW? zwfQQVw^zC>?1`Ph4Bs)}vzhOP{@<*<|LouYibpBD&zsoc?FcVl95dOnZF4-#YRjOC z_p%*el(kyZ2)zDu|9>wY<&XBqjq2*j!nNZ|j}DW1IjO^+?*EU*|7(8oVVBEJuMPt9 ztnV{Z)yz%(khyuObroYE$!suMu4m(_*k8;4b^BL5$X^YQ5`t`UC|Lzz%R%DnF=-p| zV1G3{h~TJU_yCnU1W!NRpJbJ@Y5%{-bT}p)vmGAZ&9g1pv2j)Gul@b+zO7sKrjX%? zI?VFymS!8m`p2I4VfBZL57E24?zOOjcEdAS8kZfLw%3nO{(GkWC?4hC)5SkJDr~=F z^&egSzfXC88xQmE6W@O#`S)&t|KMT%z5C}s(fwmv;HUZU^=a^RJj(yIY4B&66nYY0 zsDM6=TG>UJal>hl6l3xIkC6|6Q$MM?N9pp0%NYOIPWjiD7E-8d|0qTb?!8NxdD$+# z0glpV_@w>F^k;ZW9q)!ex&|G%DJaxH{Q_w3iszNAElwk#w*HQFnosG_Qkb*817r< z&$`defaB}90h*;zP%>EQ6zCrT4Bk^2z9$u%`q}e*p!!06AslRaEvJCH{$5 z^;6HVy9)Mv(}FI|SpTeOJqE1)h=`*!?y2+3y|6pj@pe%a!hB2&k886RK+`!aOi|kU z=(;wWh%M>|U+pw{D*xOK{`n5dU3~Yc8rrL8NTvJ3!K#bC)A8L4u=5MZW8nDb-%R%_ z9E79ZJ{lvH2-BhmLgp?le&3(5H-%&MhkwBo=2y?!hd1*<>m4#N>1 z*F9tnRt|L+oYPNlfTN7Er#D%qH9=YLm7G_xH#fjhoSxLuPWZLJBgum-;#F6`%3dsq z{=_)g3vaQmpuGEc`zIbrAq$x@gjcMs5z1#bQjfi8Z#*8WHh?3(S8Thv>M=dG3<0gm zr7+8oVj*^z`Fs7eXx%YZfB45^=s!T;>jy!$dfhzsk(h<@#BE!>dC)G;z4aq6S zuVxn0N3a{b9ISA&bb}ug&LysgRb7yzc%si8ysHc8>pBN9w`@ZEGpE8~Yv8McTa?DX z`{6?CrDJt{>%U(8tZ-yjS<|8LIALSk@w*%SOQ@V1AM6IDdpCWXPHpsGAvoz2Sy=_% zA5}X~i3fmdOaBo2@j56n>sshA+4wl1A2t8&6xpRkhL_i^K{2;+oVUCQW5cW7_@(v| zbf<#k{1M|+_ZSjau3RN{Plga2lEIemP#Cos6ZR){=x!O-a`VJ|H+g~^*;Y0ZBx2j+t- zf;3d#n8rkTl}O2O@QY9kXsW`4MIT}H(#mjP-Q6{~+Kq)HV4)~j{ZU^oNoPdamuSdn z=(M*C*a$}nZKEG$EO-w=lCST!5|wNi&%eS!zASs29?`CZ)m`IHD0PB14c#&(?6j4S4O)rI|$xSRA1UvnO)gN)#9_Zv&?z4m%@8LyLQr8XTe;t^+KG5|M zv?#R%)ny-S=+9r_C@AUtMGpht}%K;&+GTH~4p#JQ-4<{TyD;T)RLZ zmAPU3>#-(j=HgZY=hm*U&d2|H7~&iA33YQrQ7B0Hcy?>M3r4%ZUG?$~caVv0r&ZugCvl1^#bFG6(3n-OejPGVyperi?H1tyN+;Wn=%Z+U zThQ|_Mf1QynL^Z$o0A;;2JjY9i)cq+J!Nj7Y!FhlasQ5s~xx7TFsT ztUWUIP*iL)4q{kleOX*M4E_(OkJi@LK@LWAqKexBPR|nWa0y6<*vRxnD4{_km&PZ7XvV0Jfy)b#dkO8Q(dB|Lo-N9%n*_t|`5cBv%!y<)!6Wonw zbmD800b2&|@>^1MP;=VfC|Xl|!*|xN`*2+XDCXo~%#i^wQ5 z&so`*TfVE>uC{Xb6-2zytQpH-fs8-wc)-_Yk4~fwTwy9cgiPzbX5JsVgx*yiKK0B& z2Z>u+c0xHeGO!q9pg%G zJk<-!RQ`3r$4|p6#tYjUa=YM~fZC}ioIGThzGTmVu! z%=~G|BN*Xtg!06U1ZdQO4A0xj69Pv<-m=;*!i$1!vOyY7zxl@^QLy@R8(ipC2+pbt z23fIB9CPu}82>y)gL}6Z5sBu>#H-)9<+GJ--S-hDqkdt@*^}Y6$m&$j+YUizRIWC) zeX>XkDe*=;*Y*lWzI!qf%T)9cW!xD$BccFQAJ5_LL#v4Ryq{sBo1{>G&8w_X5iTU3 zAy9YX^a7C4O~@SKO#~v`ao=jKmmqLZx-2Es5i)k%s=QUv16xv>bOPrvK;1~o9i{Ub zbY%^07aiAy2iGvT4MIggew*xWxWG8(X1RFk+mmGIqQB>UFY*9*YW2J^VgL`(p6$=w zcX}NSQu}!c{g-E~{_LMpayI;STLkboI9fM)$6^F_s<^)%pGP)d>yBoRamoAhUFmDg z%tRfZJ>2i=xFGR}jH@Z2#MtLULwT>_7?>@DGsfiyMHc(5^BEoimVP z&eBQLI=I%4&u4US55WDq?&tIbCgJ|E%S+h_MqoMr-213$1(e9&RXV{ogLy9N$k)r|$77^% zw}enVdf7Fg&Xa>{RS5+iuqmW}eHBoZ6VJy7+w#hlr0UqqtMY2WH-inJcr6)Om5 zqBxG^iU@r>w4(&I*7C%mU4@n3$Vd$kqVYLWZ*dG&Sf@HHJlT&*-nDn+tv%wpKqXK5 z@bT+V6R(&WW-|iTb6k8x1A(A2^|gekatzMO48Ap=(*bJ@j7pRIJa9Fb47B8006V1# zQXXmoN{U-vLIwD+UogdDsGSboAm-lg)fo;lqF3%`3ece17`C?+8k?h09!=Zcr(Z~b zx2~sM2a7T>IefYzn&~r0)L3)kHHKYYZf5K5H^I56{fK@n-Mkkn`1p4Aj+ZxLk-UhX zc+?nO%BcRvP92YO?374n7R^!9pmGS^L<;f^Sxh(PF-0HC^U9Nzjv~QZ{VpcOfb{mf zUy684f^wS-DZZ%QhRHXNXGda3;OxTJm^1bl;hv_*UC)EFK(unQwu9UlIvIp&(tVcU z&1o;9x183Ht$UknthIG*&dn&ujDQ@-9hxng=vk0f-;VO+tQf%e=sG+zzYR@B`>4rv ze7^>VMWSH!rvb2Rd8w59(hYcZ!u~~IOFrh?f&8Gns41k0yO{43!zxc0M4Z%eEgxO5 z<=gFF z!rop1yGwV@R3*?Na!z-fJ=E*|wX9}-8~<4S$v#e$NyxKz&kG@eIzU zSVozesMN&J3E@PbZ6_5jOdZiePnbII!hkI5rKR4jW6X)(?$vogxrYnooxNH=BHsw1 z5z{`eFeHe$IM=a@;W`Y6RFO7?;iJ<-R55O3YiJbv&ySN9x2>T@e4{cHaFL=z<6;~iCui5^ps+|3tp4m@{GjjR z`2BLQ4lNfVz;oebBRJ zx>^1nBUC2z&2Vn7AL8&JbaaqXT{~}h#D0!6Zh7mJVfQ(SErNDm|{nZXBd&X6a$Fm%bBZ(ixa0 zQ8T0a2czr+nxsJ0@Viqw7lO%ZJF+y%K#6r-OLvi+vwB8PJu% z-5FJ@>-~>KqG0uB|7Pijw~ED$wD zo`D+g&L7PHE@I9pn@9Ah5-%pO+5h_-?DXhwso;m4uK z)b>DBQH5-#&Ib^qgzqGD_##brt*+Z-YiN|K@r@d>EQnL$njpXZ6oa9+x zt-6@GQ~M>nauhjbG_Va01e;C;zvDxeS~E-DIvMamW5>Zq6bvXM##89J(Bjs8v7uq!hOzs@m7 zu7(b6&6cCLx<3a=7eYl11gR1G6Z*s6^+jOHL*M2Z^c8ALxaLN~BO!bCoOX!#+5=hY z*@p*4bs^ca_b(aL|v2`ida3A(2E(np~LAvEW`*c64=@ z6)u7Ns5~h?FJC#T!>#J@+a87znBTX&xZsUwZeD8NLS=%ElZ0~=5;&tk*JPiuP}wyE z)I+xC3un+kFkXc|j~qHhI4()Kl^s>$?|RGSii;M%=AMtZzYH{&$giYGWq_pF3?R8x@r2_n6B-$(^ZHP>IU1#EtnPgLne))HxAkKF?nsPe z+16)Lw>ptNou6Kk`x5dGAh6A4D@Th{kxBH!VQ9FGPE*#%6UnV%t3(8hQ9-it*E%aZ z)N=h>GKsb<5_mp$;N9AIpb=bBi`*@Rn7WIDtksE8h1$#3Y>x@hWT+C9mxaU<7a5OpZ$V2ihe#z<1I{-! zUNDAQIElX~??}3eDLSwB*mQ;$DX3Lh1^Q+HUIu@3nI>q_^%Li$uZd&;5@J zH)dq4yx^n9?ZDN}3z$2ca=T(jTTwIPg2O859CDwSwc)caMw#3Z0k!j&&~COdwWIgX zpjgI+<4zQY=#*@!$7;P5+HEz|V&g7`>bkuMl7pO(UA(aw#~K<1f6k9&M?C=|@_cjZ zjP4ku+?(sk_V@@st7mJDpN;@>Ir@^1Sq-oyj!cd9fCbF9kq!h=J%=2gtu^jD#K9;u ztgpkQAIPS~hQv+RZt=+RYd4RtghkF%2JfCPU^qfwF2;m$BdxP9Prl|#1Khf&G8Z!$ z&~g!ZjeXbI-^Txchei>Wj3KFzISC10_C8p>?~b{+m6ch%p&3OhkfJ?p6Uf*mvqp4p z9^(D~+B@@jD!2WQQ)Vhd8W3fs$UG$byC_QLdCriKQe>W|ibzCcN`@ptW-^bVB=cO6 zF;YTFg`a!153k(U?VQ&+=XcJ1-TRNvTAsDnTA%NCKb~#v=XtMGk>^+2yimzQCe1U9 z=aFLuiJJ3fWyI!??oDfMjPB}jq+T>Rh}Z^Pi!|%cqF2-Sm;DNOQKz-3TQ3ggpUbJ6j@^Q|<_^Po6%zb3}Lgz6w`f<+WD@_<~s z-m@&X4(Oy3LNghXz}d8w)F9{)SZy;I>LFUdFdq9bC#^=0l&g}L;)5aq|8-Glz*7oj z7}{w6Y6T_tk6dGsC|F&ee|9{<$uMzaX!DLcJm_JC`Rexx^>$YyW2Q;=cHwdKoFz)U zk0=4za}x02n%kix<54GXiWs5lR6z$;ZAp}CJMCo=c@k;KMjNml=7uAQh4uC!mQrZ(*bh3bOjtF_)h|gmV14+lxG()oR%N8Te!$3ZqTT?!q2PN4TstbocVj2~K_OCqr zfS!_QrF)iyf*;vpPTdhAR5cM0p?T-bKmFriktkSQ7l7Gwp)f*j0F7CBg0__BFi4P- zUTAX}sv1<|lS~~z`MV!!Cq#rIKM&p$@;qipvA$Qz9Y+f>4e_wx;~z%Eqiimb?V2d2 zm+I_M8)oEo<%ONaE@Na{q^gr{!-nuCTEAHq%)=*cU-3omSJ1xuroH*6E=Zx?bb}Aq z3nqr#A8gy70@?c4JqsL8z}1=SelDMi`<)E(5-$d1#=AlaB6YC(?H_Z{JUS1vcRVu2?PV&h87$4?>XPa@5?qsf6@ zPRq@N>a@_v%d{)|Vg-;pC?B7o=Z1u4-pf|*58#tI0oh2$BqsiBajBC94k|0HZ<1wl z1$jETCL+@}P+Q|2cIT+_s(&mJ1*_})H?uSlMi>Fu_J81x7nH$F6Mmw$-;#u?;!^Gz zD3l{xL#kH$XBOyN9H#ztAs`xC9#h35LMTx9MOsJ~4f@LDs}u`IQC#0W2W2q|^j4+z zvrxGl3VCE3_tlef0~)2CO!71B_&uT~KhsV?t?1DWc{ zB*Xb2yEQm-DvcR}SfidRL?;5-{Dq;cPeYhdg#pz<;#ug7(%d3|YXy}`oNo#R`#}3v z>l^Z$VyphKNEEED^RFNM^!D4wyr8ya&_4H@1V%)T&RH-v9?eNgg}SBZqn?`ZS=Wb# zh~}iCXV(}%n%Zsh*?m9|d5#j}?s>8Yl>~k~ST`bpZtRybVmh}Kf%udq+jSWfm`x$& z=u5t`{wc*AdwLKAhGy!drmMj3+q~4F>}-%^yIJkOZv}n2_>LflCm1BkdyjoF;(@{# z);hVNL`YE*ct{pU2B9u8b~L>y;Ft9Fsm%QyF#Cd8RD<>|49(rSvEP0evuTJ*|4Zo@ zOlvL!RlH7)~|t+TN&BdV2LRIZH(}>ko>Ro zuOjfD#zeVs^IM#E{>7D@N_n5uz5e+9%RTIuU|3yqnz8VNSjp!zMz^DWl(KHq_x5YY zLnwr10(-{Ai>q&^iIN-!cly30z<9zeFY+7GRe84#J zRi_i(o)Q1OOq4&G3G-W-D72KLOP*FHP#4^~V<-}PGXOU4SY3-kyB{SZn#~N`EvH=GTq7)=Iio;LwFz?m#JEVYAim=S+|jIJ-~zxU++sl4#Cp0ig}= zm%o~cvgYj9mC}UYoAiPLksXlXI zLwlV)O0sH?GRwKAnw>r+1pjV7YmxeMO5B=qnIYNcz@3w&oa+2@hR*rqz4VUtHejuC zt%a7>YlHtkXO@3nuc>lEZ2dzfAa%E)pTwi;r+z$!wKV51Ux0m6R?qi|di=EgpEvW> zo_{M7-Y--Rt((^xXFflECR1jSQY=l)pRw zf3;t=-^fHEQQ%^_rm=uAy%9;mLXNk=|9>VENB=t$r)YzpAM^8C@{;MZ5OUDr{bcXQ zz42k_AKU-k>#Ix{ZFpFNJ9g+;?sxy#&;3~aySw<`{Qeh#za|3zW1{>uasS__e@z57 zEQDj3DF1B>;Z=|GCDqQ(V%peCBY=5Y{Ks@8`&G_o^HqXhXwRIUYslYzA>haP|Eyks z3ZAFL@prYKFwl*u#YlBF5aOkGNoxhxl z!frY^t@_a$=)%)q33N{$UjESoS_iY1lM$Bo+d}eKyB~%j{a>=VK`mMd~sLM zhW2YC|2d_k^C#nb_#>c<1H&=KjomDO4y}%c)wQt&)ugzJ^Voqne3tm>ZNcyHT01_R zly>6!)_!Q#pnfy>Ds2N5B)iQ#;FfM3)Lz@C7AAiK1bKt}n(kMFvvp$({+a*(rzG{& zS{iuq;(>3@LOu2l-uL)pp9aV3nm?Kp?bs`9a!^HgT=GTvBc;b+nmh8);lNcWeWLQnS7Z=&nc;UE4kT=7zc%t8Q~Hq#Gy6iphkY&& z@W~9H8GWPrK0fw+kJYuYhd;%Y4$GZ_P3b(sT)r1KP*Lnn+u!Yqt%XC9nU%B2sT-&$ zB)g)_Du~-w?$9Qm+ie{OM$*nP!WE(cZ%#;WmAO3(5G2yDN6 zx~-J_`}kNI3Rc%`pB<&>qr1hy0_vwy_&sPqkq>3E8dGaBk z$!EN)lbW}|k0vYq$OXJM2*KkEviuMRR+m3ok{^8xotGr<&8%#~wl>nQD@nfSFDjET zf<2xoM!0kpnCDI}zUdX82Vak@Jz=N|<51gvrOaCb1Oj)nJl^h%*&63O7J1Yj2AJ=J z`cF(?_y^wH&6*B`M=tVdf_taG$BPlIj*ivU+CP5wa!?$yUc3wMD1<%BgL5{-_if(z zt8bKDKpQmM8h&Ww`J73jHjKgwAR~{&Qp(5+(9|;@W%Gee)mI;Rvlw?wf2vn@h-)9QNedXK*mrwC~)Ibv3PsTbL!EQswpy*v8}ietkS8$y?kZelA8C`e$AvqXmjQC@fw0$vV>-EW^m}_O z4F#)fqsHjX9}3tX0)EGbakdM`dQ(f~oLJCN}#Z2-*Q;C-M_*F?iy4>r}c|HpSGBGDPC#pJ%%7`=di?RlY>p|Xz9wsjOs1zPj_V~MnQ(Wcl5 zK_)2~rTrJ#4gP;@|Fio4Hx=W@`IrTq{Li+nsY^Yi zxHhzpaH(6o8`%n-9wnE&?j>zF|GDpfc^Z~h3Is|u3KuU0Y&ibo{Qm6v$TI=4=WTlB z)WQYv%%2}&{h;sTV)d74Ox5-{8-`MYYRI9|?NLnF_P-n#34U?wQ+PF~39u53qTd62D zfey@aYNW6$WMSlr=FScI|C4O}Y2E%-|G#%4e>W=3zxIRu+=JDB-Ri&bx9bZk*#Sddebz3a7EsOC{v@ey-)KPJCq|d3_QGo!Z^1hBC9_K?YIPXQ}AI*YoxJn*< z)+FdPOEv9z)(7MKmsPeA20;QjFHvO~6~w7uc->ud9j*j02epK8tuPuL1VtYPLhFel zZ-01?+0yqirpGx328(DTi_$hjrEC7(^i%^V!p{k#^}2;2Q)P)NJ&_C2sxgX}P4jGjnivppzfklcLDQxlI)%@OCu!i@Tx2 z{;x7ZCNM~}z(psNj}y^cCy13%Bu72QDgI_EpMk`ibZoD}Ex1-+#zgMk4fl<=o(l-L z2qy|~_}gD}fhJzLZzZJ|Lq=K6@^$dd>-A=T5xf$K1f| z6R*J)CjEx0{hE>r>6j%NlHU`Y>Wx8}UertEW)^5L>wPs7jWzNg9H$?>s)XF~DVE)o z1CXnMa>ITpb+q@CnRREn7t&RGO2SzxiNbNaGY$=iq8vI|%`Q(yL{2v}-^u?4B!daH zstco`{C*H`BW@pD=dL9%cCm$O3At{O1AQPy#cyY_U$5gGln=dJd6dp0b2GL<3Z3XWh$W$a)Ph?=f@)42H<@I(|nxA5%{FU!pK@T z4VgV6Qq#uTa41S_hPU?-Xj6ST!O<{>5j;coY}lS0-6XH`D5dlTrrpn~G%gV%2lwL3 z!2_%Qu{;#4uFrpwnNFjyeF%)_5^hzki^LEpNetBUentlv&!h_8*(YI}IL230l!9JX zddd$SaYU!}UIyNG@kBAsA5k)+L#L!4L>H== zKEDNx+|CK{I%UXj8%_?m^#w3mo5bvkOkkJ8;*ONUS~xT4o}t)|3v`(gZ7S~6=xyjW z8CtGD@V$mF5637`jd~0I-S2GDis}XQ56@U#@4vF%#cH2f1Sof2+LS9Ak6|}#O&Oi~ zh+IBC>Ze&^keKs*zjc8<9YMxRN}L-mh|7y?Av?zfRb3s4_Fo)$M4a@q>_)?e{Heu{;#4t_#3tUb>X{ znM9!G-&>khl8$*kxx>r%=`4y5xTUjakxoKcR^W()b|wl>%cK?9<$)-gZG7=$oRC`3 zaRxyyEhMcZpi1`OD*8&g!@8Y99Z9^b_N$hPM4m_eSx&swLHCBTF1;i@h7Nd6Z?24D zM>@7$X{TU2GWW;-8u~aNhCX#`Qhk^Qxm=~(5~onu7R7KbjqeLQzZcv-cE=EkWVFuc zi{YbANfAl$t=4e4(QwH$qZKxNO`P5yybV|x>zRYkGayecbh1Az4Df3l7`Cr)VKQaq zmc->&xgb~`3Rc(I$8od?laX}K0v{3XGi4q{n0IYlOGPu&NIbzNFI;1{1XX|_?&F+n zR92POp)l=*{7rE5>d4&?y)MP!BP;n&Sxz!6r1e2PPiPq)-%>;Yw4J6(Bz(lW7K)MLh{pp0BuDY&j;m}U=*?a; z#!=XWOo^mf9wwLppX_jS*?uaNwCucXiqZojJ&xUQ=jeiVjoyCk7gVtGW_+@*ITNZb zVYp-98V%B-Yz1jU+fn^3Q302oKj)$>Kguebx?KXBmXk-rPd&znx*Wr6y*PzZ*zerC zqd_f^eC*a(`zqUbheG6~y6ta@-XuWa>t}s?j;^+%`%><4S`~#49^M%6e zdRlN6#N3r>W=C1fVg&dJ@!))ve36A=C!!DgZK>uhx zBn;MK7@Tv(9;duP`#EG~w9ZpWR4E(NuxjNY!YqP@HxieTYKau#aQg}urp}hF!cY&j z-fNj|T;X8Y%JF&JynY-lZuN`>o z%Y}+{p7q<7w15#4`$zht6eutu3$ae5!y+ybSrZ2da%pB9wOFu%w#EHl_FbbxL*4k~ z;#w>I-R^r%$_;=oZexp~9Ua8oHaRF-&xy|4dxx12Cqni7uD1s%cA~_kaJjHu-?f5LkW27A*v0oHGY^p!-?S-Kxq@as z_TR~icSTXtQthXC^^n!=Yzo&F2jt^2ovN081Rc4!yCc-Z1M%}O^33Q-qPG^4&IB)WI>Gxr=ZZ>#J3uOvuq&323iR9a)q?BTk^a4Tlhe!bFobjd zK+}~SD;x%e!!OxZ_a?#eP_Vi_|9*+WZMQ{kL#l!3+{L1Mn3B66G@Qi-Q5PMh9*-xv z#4ClzqEa#W=n7=u7ZUj)A=#{2=Vcf4MB}2zWRosp>R4c$_+*O|&Hc--*-N0elJ;8P zG+fcSZ$!c;ClI>Zk{$7>kOuX=ddj>hX%VbnDl}D=Z9!@$@U;_kvLP~rW0&)XDR8I% zy3@?}Do8E0)%ES4goV>F1P^?aVLp|Dh3n)3#Fphfmkcri^@B>MyFNXIsy(e=``L)0 z=fyc{;;rn6m&;Ka?_E5&DPDNXoW285a9A|Py07}j@=&n4-oMi{sgnO_0Mr&!cF`q; zV@OaN(+9ae6q(HW;#~4(36fHe^}%iiZzMW;k9-})wPpNg}wUd%$)9K zKNV{v*F)YFF^iB+f?8LUf+He9ma1|Y;z)dspCF5b7LAjfw-dqHgkCJg-BR z1r~H~Lzx#W#ff&q+goolMOf`%GF7yD_oEjO=yMRWJMjn*q?L5#k50hxs$gF(j0Pl9 z)HIN9sewdZ65EBkO+b&o{{ib8HuUb>b-y^D1Tf#U*@!A*HIa&_#|GFQMHw>IHcxN)T_-y|-Z+!6?yqoRIp78+yy| z37^u=0O__iM#bMci>5L4ix4A*4D4umC)sS#wQasE+ZjZW*sRA~s|FEjxizUlbYvQw z*)TedSErx=Mw^@Y90PNmcvRJ9KgZy*uu0>lhNC>3RA@msp z{uUEw-6Qhwc+re`pJy2ixMHsPF)dNeeJMx?fUH9M<5A-?elb)~REBz%rt zOARLw-ECv1^a^%D(L{n5ZgcA)b-b`ryh&4(xb@x@6L)^}E@!ZPu-6J%zQ>EymJvi3 zp6#Kpz}t*$if`vQo_-6oyNy%$&s`YqeYLP$MJ5b~`_17a3}Q6F6s z6c?KlhrAX5Y5pg~5|{dbZd9pDhTs@nP)n6wG$;Ytr=i>2i@##Ls8pja%dj9^=Yc$y zpm@0Kf@4%(N`sQ^SwEiUT;<~ZJ1)wjio+>wZ_Pl5c*{Y`U^|RnqEd6`*Lrlp%T_i< zW*UV(oRhvflaBOAzf!q1tz7?)yZXf^oI{IA_f#{j6w$SK$xyWur_gkQvM#MR52BHO z=c#=DEaJ}_dSHEt7md8yXL68_3{{_SHS9^50lH;#t*nYRC@K(<6*qK&yX=nji#f?) z=W*1T+wmB%)J2=U+EE9bQxlz!iFqKiBzbE(VLM!zv|gCfl>os&yg_#5N3fJ)5Wi*l zGlns`{NWyK#Q^6^vkg1yHx;N6QZ_|lAyV@*eFxCBG(wlKwLz6Z%!pBox2~De2X0pdcMBr%iju%E}qh1 zt_T8>{TUK+^WeGIrrPMjkC>r7ie2*3J5eUl#D3ou#tG%Kv&iWkKFVaqWXsT+t^WUy z<)L78T>wb8bhOtJ7($-bVC&wl+!7{4WytJIRqWU40aRESOHnEkgv5yKxGda_ z(av}w+TN#XXi3HPo_D(_n%rFX;u(uJvbczM#wU>lIg>vRt=nOYmQKFU)5v5)xV)V~ zjOxc4u=9zbpoOxt#S%PH67OHEOi~M z5_Z%X=Y56#n6s`0ME8*yof6j-{(bR2kH z4p|p_sbZFT6%X8#&qCoIaYskF8qr1PqU`Q{4v2hqBxSRxEUJ8Ucm9Cd5ww|iZWqR3Kym7Xyz?5G=&GWL-`z9xXw;R$rRdQhPzz+(?n4d3zs9 ztIrCcBs_scxDVQNa_m5H7ZfJtrInH1?f&~a>35)bQn@Ut?H_=hIFrg>z7?X=E<5Tn zWCLD#@8~H@T?osUv2|jP1CQbpPL?VNC{I@Rdle+ZL(lQO(%s|`6d^StK#>hCxXex{r@^HiXHd= E0TDNHk^lez literal 0 HcmV?d00001 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/2018_templates.pkl b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/2018_templates.pkl new file mode 100644 index 0000000000000000000000000000000000000000..841d9d999a242941787e23c8b1e6e81213776210 GIT binary patch literal 246418 zcmeFa30zG7_dnhyN!pW&iWZR+r3KwHQHl0KwC@Y;E3&jGl~kytLc3IG5iQ!ZQ=~HfGL7rbf<2-{%?p1Y$R~vvYF(F|f06G_u)fU}EQJ zHWP)~$o8m#o0*k`!D3k}V>>51TeQi-LLR*v`oaDkKOazN{}@wf{WM!x{2VWGcK%@? zSJ2Wzmn{1|^FaEaAq||57#kayelIMLamHkCWo_nSKVzibyVu}XgC>@N@n?>|&SLzT z@2^JYUjpowoe4pY2{C8F1i_e?e+e^Z{v{B`%rO&cx2A@gk)yMnt)``&o0;QGL{@Y} zJRWr5-+MS_;^Xnoq=CmflZ`yyZ18x{+5Fx!n++cCOg4DDGubF@k~1-~R&z8nw{oN%7IXo>wWGuR&d!FX1;1ml%>@7Lels~>x5I1>zqO-t_?>+= zhu`{Ua`>%pCI{>$n9bq0c61KEv(M)6Ti;9$zw@!omD-&xo6*FgL z^m)Vg9XNPx^xch(PZ;Rh7&%)y+PG_&S)AbI7T9IBe_g1{F4XQHry3-?P*y)5D3S!S z*t*!*AKm!lOu)v)+S$s;(b4EAx^WF0%}nfUotzzAOunBH1TOk9F*I_Xk}3<(`-ED$1}-vnK5B3FeIGJ&$xwg4pKkI%((R!tDk^)vq5u2w zN0G!i)YyLq%JXM3fBybq;12_T82H1$e;)%MO-x=5yck7<&6lrS+cPHp-&f)HibmmQ zU88WLo;RklZWIZkQV0=E8X5sZhA_kU_9wmyiB_qwi|?q%f%jGnOTd^zqL%dazr*N;8_|MhW= zo7kJko8~~vryO`8s{H>qb^pJ+MEM^r!rjOCg-4GW+^F zRzxZ@T77iw8yL1bNi(^jd*;0N-(B5bvl|?}yFXjb6a1y>=x7G|aE|W=HeZrnPAq|g z@opnz`7Fr8yC&^6W8^Su7#+|)O@%Z6uh@U*@rW7?cXKf{2-qa=c$%`DU_5$-OGT(@ z2Cyd&slBVfOE4ZshyF+t%SXgI>g~p}S4aMJ=Tq2v{5zcgPjiTkw^3i=V8=RYynSJM zpH_wH!<>JUc*?-_avGQ@lNrvq&WAEtfW}3KuP97_V7&int^bLS*!mzgUZKlA zUV#Z3ym}k?us+sq34XsC!`*yFtz~c#hWOQYZ(cC}D&#EDvJYxuGEelxSXLC?JpL~C zVVqf%J88^e$dWFn#He$@`CJU7UVr(100`|;KDFz_AkO{~$M}lqJZV9HN`~$0{!NIe zfJw9q1wA}UJZp9xL~-V0=N;mC!F(*K4wTp}Y}pRP;?&#WUnEuLvy7+S)@}AuN-&SM)!A@<)4cgPayEAKoveeAAycJ0REmt~tFq&v*X*T2#IM`Z4hau)fk|NvVAu!{aO;#NHBHAH>GHD7&>;f>flx+`uY;8M{NBO8*inuNa${~e()_oVg914_6>9XLe6W^DVMi^Y-YyhyJ@?S zv=>@VOXWntHKpK15c{qL^RLQg(OaaM2%oA~Fb3J^!dBDCd>RKa5d38C^09W|dh3eb z)Bc?FCU7BAR)&g);Ms+a$byriuwUbtw4vtC1?MLncB?a)ECtS`JH~17nn8C=?DMEk zn}MPdB^T1IxL~}9yo-w>%rc=*+-)_-S{J;$<6DpU?8MdwvGG=|Ike>4@-2Al{yNZj zL+^Ri@kgkiEqUh#+g45R`+UZ7^jZ#5!;tE%cT)^p zPgSuO=N!YyS8v?ILp;(PNEE8ydMV>xe}75IXA*N&4OTHwST$`nLE1jmNyh1EfXAM^ zLS9O99K40*e{=KLHAX6R*sMX5vZ%p?V7v!c_IRaEs=?)J`=#{mnh}h5iGnX;Y?BJ; z*VUcfM@D#l3*~3N`NY;EvGKHz+^#3DP{Z3#{%4m8ZTgGfxYd|u)IS|_?T1@3$Gb{wakh2|GcZB~GKWeUA~%Jd3*P7;i_(D?JsC$=7mjaTn&d{Dm13~#^5ulTV3 zeWV4(|FyhBc6*u?oTYbi+-`FUSuS^>`k;&zoKAk=zkkq!VEz#?nS*JnmeAJwkXD|V zaD6Bp%iLl9%mUUNZ7H{QCS1R$D&;&6zC*B=bGTYZ&70tQ=hM$Z{lwM>vGMv`4ogMH z;=c~U;lR>HbIB5;H|+WgF5k0oOK<_F)Tx!r*ZCrAk18w2TJ(X@q3k_{e$9CI!^R=j zn1f>Ip(&p^Fs8&@*l>N}$9H!omxGf}6=6Tq&EUJj$+&uo$xZB9>;imQdaukFeUP)o znTM6kT;S}ZYutujzPR%jSeU&-Q7EIE3sgTevhXeUAs8>DEp4>wxC@+Qe|N*Omhk+{ z^meaR5ORbe@5jx7dW7RGke+#`W9xC=9p;%pY`n!>?hdb{o$>a?Rub2<(xP+M5!60# z<&X-y0a>0vKb@~XqN5<5r`72K(=n5YJSqMJ>*M@oleaSUE^w$-g`+!|@bwhm(A0i0 z#|2ibp|Wa~B^>W9@;Tn?iyPQe#0_g-4kEbTd6s*@Zer_$*m!IPXSd!Tb;YYUl<4Hn z3>N%;{|JtnAVDV}i}-ZsO|aL$j{o@lY&`eXbkYa79r5IZ$0GoDrVGK8GKjYEED=-O#Kdj0#Xl|9?X<9s~#BhGfE}V0s&Z^(Qtr=C?@L0X#jE0~y!S((<75)8L#MTF~@zQn6r8-Ox;?>(~uFmRr zy7>KkN4WKu-=l?q|vo zML`m8_i!}1I>Gf@?(%bUP?m-mrp&U0b%gV2r%>@yK}Q-?(v;7vxJNji(#qqx_Cn%7 z;azRr<)ck-z5f&I|HMaZJrWyFmMo}F`Q~=K{bokpw_cY`8sisvVtL5C9Kek}_~N9p z213Wfz@RiG1(QAU>)0Nv5zN1~newhP3<#KA3s(*hCmin!+1KqZcclTf!_SH)k8r(x z@k(9pMg zT!s*+Z6-5*ei;6B{A1Tc==gcTbkgg-4e-W&8L!zoY2@x}pPs$(A`oR|;g(3T@cYZK z^SOP*+V!xH5cIzAU~T6koKK-~{*3+WgyBmkP^+60j#sBsk zJrWylhX&8t6|ezszwPgJ=vh@Y=YLPhDRpB=7<}YzZ{OE0gEW*@PU#e_1N%GbO2y6+ z1ovCySkwW^E+H`Y9i7yc7z`E#*movEu)*G?; zCpKOJEQ`Kc!vxDK)DpG*xDn3>mXAMNWPwjj)qbWYcnGe)TCrN{W)l+>-#q$B4~x0;MarQA@11H%qdcv-^SZm6bu@3*|pOCWbCF@F9z&`wh&-n+0AK$R!|J%l?q?a|@ zVpw3`=;y68emn@7^v)ZF4;Vmh%iv*anw13W&m5Ir(&mWfb9KrVIZ49#^oWXEIi11; zLm&34bIKFmzuoMk?#bC7k&S{1ocy^j{&n9^Kx{n{8!s+__3n1m-0>S*-&Lo|%lutg zF#X82ggS8B2rD?QE@R*LVl6^Np-KKOk_{@0ZZ%FA2obEecNC9(Z__OY-w)M725P(n z<0;v2<&vwj0u$${hlj`c3C8Oev{z4N=L0u>7sg|igugz<=9|zlvGqZ0yt|o96mRyj zV)TSvZ#GquO4ZWkc>Q(!H_4`L=s`hm>}cOh+~WsXitu4l-x{bDaJimkeFHDfY+R9@ zi^emR?!$xj0D^oqdQt8x65!34taD^qn#b|==NH9~p-{E;u1wHPoc*!$Y_6`gKeIRk61_9E$A`T5ZEoFnHml^+bU<#IAv(1RaebiuH%?&UoUYrvcsZSZ?7*B1`7hSH9p*HicRn^>^Nq3fxKRGE^+#+x3wwd`doPw@ z>UMe97D?Jui5dIJ+O}7U%za**J>!6VcN+u5*r%7?pyov=?{KkAd2&Hppw9KxaVX@5 ztB>G1n`$urdh-s2SONwIA5Ure@8Y(!mqIQZNxF7I1SH>eyU<@p4;5AATYK-XUa;PJ zqD~j(ciacX_jzBar~`nyzry;xI6d%-ZBzD$K307rIZ&OddQi{QoS5b-0VBK;i?F7^UQ(B8(Zt)_@dXh8_Vv@i?`ZI#S(FibL>h|XRdc=bHDQ3K4$?J8SQ|I)CU1ukc zcunE0DP*0QxMDg`68wCPjsI^O2ivbJxiUV97$QeF7os%=cd4l+W_;>cfe*lNes@(yv|HEc*p97^@w5@rep)4)dfD zWt&8fJ70@(x=oImhXeFC4FiU~fhV0mBMJS&iPAxf3C5$ieR}NVmrsc8R>I*Yy1U%#>h5P2zFz9kHdm4;J0>kxZl~?@U-A}EVh~8zuj*p2kds3&EdCp zbPm6>&*t!3-%Jj__08mf-2}5a{ML@n;dl1g9DeJY$>DcCmYE#>+6v#}GoaT2$A*rL zZDaXOll{nlCMNd$S?SL<#P_-1rT@zq9p|rO2CUZlk>3pdU+2xX%+EIZK5Ho&d2Y09 zrq=H*h4%h<9=5c#q_VVg`SHa2{mGX^k=fFI7i#yHT_rB*3T_M3aD>{L3msj@N%nY3Tst!JR%HPij z`_|C7g&NHNeF;NcjcND>!%yU9b7(W9xCg`Sa`bK>Qp z_yoOFK@>N}FTt@}JK*RVSaG_PGr39vSzmom;-2?PSWfM!V}E1gyz8lPWSSvux*4dJ zEWY5pISGS1%S*Ce*)Hc-+;GIvC^AEI{@-h+z3#a0b9_7Oyqwt)c@bA{&g3ZxAJ%X~ z_CxMBC1UgczV8&*L7`-oR_N;JyVid%87IHS4I8)DKjHy%hK<+0L?H9l8|u;&WrwuE zYtkgjh8EoXX6q)_me~3rHePMgE;+k_)i}J))}LDYEzu)P^nmB%65g={Xa6dV) z1L69}R+@H#1$9^O$<>}baTIUABt5TfE5upSuVKr^{XDY^*Yu$%u|c4{0|Dt~Ie7D! z&F6o68=6MfCA8=w++M+ZeM$CgpV6a!#-&FwY&1^{q7i|YjpiQAZ)A{jp|JMb>kXi0 zY0~aRfkMbQ98cS;KLeIC^>Qn>;C^2C{Uk%#)u}|eP4@1=bdzckSh?|wmeIPMNPW{lQg3b> zurS_e)V+b5-|=*@vX2RaKqvM7u%T)mPJU{FZFHp9#NcAyqddh#HKZz2K)cNM8T3b2 z$y=?*)i3i)G5ZSwgV1MmKVW}0F5Yb2#M%;DAH>E}3$_jERM~{#wVJ%zO{cX3Gv@GJ z^8R+&oZhf`DKwx;kjRmM2FWy^&px=n|LoJb{#B&)b8z4+4`@K$#^BE4^e744miXKU zRJWI{h(DeSY7I-8qdqqR-)WGeO^?HwKf52Xwh8yOBLh4SK;dg$Ro$`&NG2ss#d)F2 zutMac`^1OY&z16`e#YZPy-iRS_I)G{X^TDM0!ihOq<+gAHD4s*tGj}%$0-Hm!O){! zaaUVm>in`u>ZI#9`3J8A-?ZF8u=Uh>+oV_wF%M<^D65}A^jSCV+~7KUXJl9Aljk7X+4-@5dpb^juUqMEHJ|DO#e}m44%RvF zTJcQXXXzGL-WBL;&~^jLQBgLlr#D0A3Pt10Cv;u0^+>4xh>dqo;%;$VtT?9b+OO8f zN0+u?#;VV=kC^Y4z>KMNdWBf@rGSLGKvrHv5$TGifze;9zkszAr`|x5<16LY z4gha-Wtq|BeP|8oZab;i0Q74M&TDbR;LM-p>7Q0vowks{3^Ga9%&ftjM(Debx_F>{VrnrnwN` z`-N#lqYa)%RoU44<^r>-L0;9!_u843ylYwzoUb2Zt`vF&mbq;Eg*QAA4)L z_%-)N3oCdeb-nEL`hJ{zu;(k@RIgYms1D9NBb)b~yNYaEe>(hzS1z2pC}k{1&pQ); z4eIB9Yfw&_mbJxGdw}-|MeTcPZA56$so-3R5@}N2kD!|SSJGbWg=>{7PV;AF zflt|ve0I79pe)+)fk8VFB+Zsm81?5t^vUe!QIy{BWWV!L-wS>4yy_|6RkBndMV}0p zpHTwyzS|=f4Z6s9h11)b@_x8*_|0ttom_aOhN^nFx(zIjk6-cR&4r>@HFg@+l@QMS zU`yMU7Wcb zRCDYSL`7R5g^!%P$Ndf*^rY0a=Y0q&*H+3UB*%l*lN*QG;(DRm!!Mb3AQ_S!+wI!; z_drTtsH{MZ8IsuWB0Dd+3u+#2CRsUl9iDoy#Y|5&1Nq*k7oLt~f`2vNdA7k)C?U-z zHy*tRo0InP-7abckp~}LjJ`!IczvSY`gY*yRq;N6QE zUlTwb&NWuTjIW=~yCgua0^)hpdD_bjk(bQg!qyo|kP%THbZL_zqBHVXe1pLtm~;tC zdr1`oJ%wniU`Y=w^_;#$;a3CFt+$r6i`Rpre`!Pi?JTfvvG{m+dmm_OqRi=(ZbQk5 zZ8v*YD8r~^o`B%69%3QaU!FDC4{gmQ`_|az!m?Zixh<#LV4LXSLoP3J!7_7<0@^A; z#6?x&GrC{P7j-+7d-lPKM}y2!qNxx|#~?X%MHzer&2!q-43HfgyxLE7^aJa&J3X5z z^T6l{O%;7xJG@FB?hUCe0GX#}*Lz$qhZK9i*1hqO5Tvj6q=2IzOg|j(h*rG?Uu@vse>b95=(@!d1<(xn*^se)F>j%I@e^qe>LEQQ9H z$v4cw;Sf-LHbL_6AgtJww0(Wd{NG=Mt*80M#MTF~@gi@Wd2Dq@1*0d`ZC2^JYX&i6 zSxrr00cmB-7`xsj)uUBeMJB*-{@AU%WiCjj<&%qIg0!d=%P)LYSr0~mc~13`@3*pd@@(_ZYSiv6$i9QXIYsk&~GpSdCm_N}atf#f|zIha0tOzowawhcS4Id#y|gaYC33>bfi+nLys) zqm+ziE=Y_7T!V@h$V*?kE=eT?3ihboZdld?^eWufwC?1C_P4N!w_@$k;zOR%H%x$Ix6p+LVJ-+Zf5Hi+d#Bp!Vb`?)QA^3Y@H*x) zg|tE^oY1n-?Ol@vyb0qEBIjyKmF(6PYmaF88WlYd5SEsgcr9%z-_fk5f)s4S@dAiwWnl zQepK*b|GdL1CS}LD{bp_Mz(2Krm6*Yz(JM$K5=d6=Zm(Hh@l->kg78McpCjXvX9-| zNk>F_;M6AO#(MQ!AhVWGP(>flP7Cx49k;-}-ip1R3ms$Y5u3k->W|oX-miC>9XFo) zo;~xRtD4RA&oKQ}v-JawmXir)T%AKEcIc8Rls>P{dA9Wk(ksHh*tOmSymEXgN?48| zI_ygEduThM*R}fMx59i_6Z>o%^R+rSwdOV3e%TE8@OaGP>sU90P_&PZgyw>gI<@d* zPY+c2a9Vgx#XyMXSs zcQqn$2eRr{A6F~whl)GfsAS4-z^U`Q?d)!wfS8SF^R8(Zq{c<__$9M0$lO?Y>&oX` zsQPNx)<4{Ue*ZwjL$4wSg4+9Sb|yUs*uSoYBRm7BC6ieTMf!m&RicfnEg5{yYae{O z+8nYh$^)zRdLWeX;w_()THw5>y3aI{4*p^(r=mtWVOhCe{{F#Q2q<_?mUFrZ#Gc&J zT}GJzNTl4Wj)#4~>0Om3{0aB{hlT13dp@!CL2SIQ4Mm?zYfLeEQc6>PsWsh+8Ov+E zIZaP9=f|$^$-487>CqmL6Up_41^}Jz!$@v%aEU4Uvaw z4>Kv82H)dRj~-mO1Xm>**e~nJ0DEe8W;RnFtUenNUiJa^`UZCV`Npa1HJ5(0 zED6i3+i>z*A#kILl|=`%I~c5O8jF!@8lDns4y8kZ#L99xO8OZdR-%5!S&0&iCKxg zsAn>3B{YJHXJdN2UPn3Q-*iFKz}F`R1iq-wYRL4EQz?;gcFE#|> zOf4IcN1uKvCorPD54z(SS{YD9P_xK!^`ve&oQwaw zf-mwIP{&HvTq+5LxbsTAtKVz|m40BmaZ|IXs0g;_=1)1* zR)DoSCG|Bw4~Sw(e&#iG5e#@TrWD>uf|Qg*w4-$|l*Nh;wFM?Yr%C(RxdIQ6eXf5f zf9-h$5mPs_=jjDDkEed4@9%*Wz3lmZ+iEyhw#V_7-I*J`dwqBK5tmAzgBxIYPpZ+|EY^wKJpFkcCnrBRm$#lQY)WeMW z8HXA5W-{0JWMLSr3tVny6q|_D=u$jb-4G6^M#O=3X);or-!0ph*91*9(?N%tao=w! ziQ2*t|Dh8Od0s$uiDZMZL{x%x&r?wBIZ7?}JO+Y4jEV?e2nYYNF3TN@t|OaOHY!D_ zHh{FHgzA7XE`P_(S}FOrp!>CHyX3X0eDKIAVU}gBgXq#!mc@!uAnbKTGRiv~_!Sg< z`8=;9A!p8>X4qE;3i<|jTc~0&>paV2xXikn)M-5sDV4rt`@THjqouOGw)-itG09i! zUWozI*n){Zl=QrS9|L}#PE>n#I(*x zJsdOE>_|Kw&KCj8tzKW-5ubwae{AxbFboH3?zE%Yl{b(!&$U-+1L`1-?hT#F#RSZL zv;5h_E?>*YItan{ruvTXSHZ{p5FPeMk6>w5$cYx`P~c22{F2re4ynt(u1rd~juc%F z-Lh4_0dy3b?x&mL>P=rtY416uUVyzR(p?hwp`|*dnS!ehyn0^omMBMouYlph@cwYv zW34~1pClQfrz2%}d$kGnF>~Jw@ za2rLG%9h2S7nFgimFXv}xIK`qM_HrQ4Nd_0v7*1DEm$apL+{AqTEONcNF2| zzuSiMIB8lFh#UA&7TmcBMO3}fCsE}<)%^Cdz0Eo3+OuqR`eZDuPnqgANy%Sxk9#?}yLvOlD z=q2!Jzy3L5@EVZmkVf9%DnRtTYEI_qzl6tHh7(;BxbN?kZ4^`v4XTC4sBFQA&M0_% zis_yiR~a1F{9I}D@jOoa*>(G;TWmcNsy|}mZ9JE(G_Y#!d3E(?Tb)&x-e7pxt^7rz z`q`X6*__H_WM@2FwbvD6+jbZ6>& z@^_)@5T_ecBj`G&e%0TT0=`S$GOZgdgW%|~)yzwR;O*n!O?^^v;74D_pplw|IA-dz zDk+bGt0ceV^dVgRQgo`XO1{wqTb_7+TJCuho_E6dGUW<57#%Pg*cbxAHPgFPAr6XZ z$4}(F$U?k@DGMvVjR5P4H-l@Gar0w*9-DkAstJ`h`84<0NR&+&HWAd@TAkDA;a1CyBb3A7>QIQ6DGUVjoe-3Xl8+=~9`sqm;I z<-PStDLj^hBK{UXocXgn{nIV6^+9YrDAG(d9-g~T<@3Sq-dk%&F+6B2Z8Zwgo%3V! zP_4i*c0M5v==p*wV~R5o)^pFEtdZPzed6!CijwRG#Yw#3v>&BUKOzP}O=dc}-B{!;U7x;GS-fowBYmsp&J?vFtUO4b9-!VO z9}4D^quX|Fz~xVr`pvy>@#*j-g!xd2iUSyWdNHz|h=X%-k^OpunMjTFG)*(tYv_zT z?f1;53`AE5rD$1%fnw^=?I887@WkGu@>N0^@EFw^jm1SmwqslW^pkX;(tUs7Y>ETe zE0^!LnT!EJBU-sZ!(62I;EC1)Z#$r4YHem~dOUQEH$IFjL7#tq*sD0%Aq@^j)0yV( zRq!oI?$vl+9H{EMjC|>f0Xb7QpOi-R1+Oo@b)U6k>yc3X5gX6$@fAL`!MWqN+70au z*ShE4?^=I^)A^L~T)!O=KOR6n8jrqzsxYT9EE{R{Y6(=xjDtMQ&IZHoI|!Tf>+$!c z1F*GUGB0a73r1d}j-Z$?z>(cM`M9Px0b{cI^W)^@5UKs?w7}&kcy=t)WFS2Qnl8hO~V3H1lZ!<{-tL#DgMQ1@%Z9Iso zzV%`{n2YEM=7tTwd<{FT4rM*qQwAFODHN4t!O+u5uSpTJ9_}pj9;0n7gmYW`wC>+O z2LUpHLrm!3BkHI3y3wHH_WwJ*g>0{oWmcKHPdnpr$CBL+FEKn=u&uC77@X7FY#+^T zGk8f+)dxd>tN-%=+v!;3F{{NEOo}48~u=_VKia`V(as+}ZuP zYz94}BU2$PJe0fPi3QN?I9%F|zAk(Hg4?vyQ$w8jv-|zst%BS$##Q=dH={xb};#W$J!o-z~lFloGh&xraP#(uI*dAu(194wwULUML z{fxH)rBQQ&>(b?5*q6J{+te%uVYq;PJJde}Qgagr6$)aJBHu7lF4sXg;hoxT(Sm!w zF+-O^+O5P4u;CGIsc?0Ik#1I%GUo))Iz#^oS*s1EHvY}*TSI^)FD=GRE*9D9efeo? z(o5iAE^zxovvB_23X&O*YzqPA$C^b;nc@(}j#Q>9-z)LwB3^CN3O9f>5!%I6p@9&4akwF_JOQck=?M+p@g5%N<-`_y z_u#A-ueaIfRU+5HTFlbQDPXUwr z61OEF?2g6hn~L7SlUL)P_NdNX$Die=X^r=TOxi@CtCuQ@yQ>3<`7%}KQm(@js|Sra z9!6lf@gPm=(GbYwvSLpwi$$s#iwp*KzJfzEDX(vjE?jT7H3w4#okD=l((g@jZY<)m zBe^s<`W1{aOApIW%>8cJY%P2%>jB5w$MwNWvIEAMaW z(~jMQxK^guq!iXT^Jn+_r(0s{gV=Z%E`2z&v3pKWPeqj6HYv=#UTkxt3$PBG^JDX{ zSJy%9Fy9eS474!PI1qrSk|JysLBo)3SSgUy(hK^U%f+Q141@g2263+J2VhxLFR+d- z0zCFDeqFYF2hsV)&hN3Vl_N>zUSPN6liKh(59fML_;lW)j#npcm7llXQ#3mM?9*;AK3x(s_01m{ztE8?b8#4S z`K1EF4n2Sg7BeTN=}VAYcf#SyXPJ5NMp^EDisC#1J4w_W{q~oz#)wG*x1FbJP6CTjwpCB8_rf!0_lPY6H4J%%V<0U*bsDJ*UqZ~vI>s~@x zgagmbuF^}73H?1tQU}wu=A{JtRv8%x=zVKy#@*npVj#w7z-!1 z`;m3qXv~X;kB5J1C$>I_jn@#9y{lI6D2A6aMaAi@y>r)RQpd8(t(=cw{MbBHQz4Se zt8~GPod4GQJq|d>Po$6O5$~D-(A>2C^v9DWu!}S2Na4mh=x*}#T%?~4NzbJ2i2Ibo z(N(+dQM`+Wt#8|_J&X#VCNJ%D?_>bpxY&8jj?)4IQd28^?R4;?SP{JH*ayVgdr_WMXz}GMT2h_$4c@>o|*V_=kH}-soi3S zbwI3G#hrVDJ)%!#VrV3z2aIitEB9`2K+ayHexRn>2Pr*8)TX`#kk&JLhI!LdP;bxM z*n1=sq$E^HCmO4u02N>`EgKKxSGHH*Se6fJNwf!_K$~NKY_Jz>xX+j{vUC4Y- zr4JVD?i0O6c@w{A7wgEL-V`nY1MVBC_7 zMg2Ycb=wWjPOX#qU?-NxvG&>-c&PMIQS12u5DIRgi#hI$EcV*I$54L^Y99HmJ66#L zn{V8RS@$9x+}`lhUhZ-L=d7jrAbS%GjCWYdmK_4hX3DQ7hKbN7Bq*d9th?a#on2>q zTWmcNsy|}mQJdOW?(;v0sXM!Posk<_FSGTeZO~6nu$be;Ri=wmVO$?xudkNc)bE7& zl}I{lDb#_+7ZF>}*f}9J7Umn@ts8=~$2~r7*;)nLeeHTxSJpyF{q!>{_Y_cDVVJDY zUjk_@jVBsNL!sNAB0Gk<0Q}|BpUCT=e?NEFW1rZRE0Bwe# zjmCxt@Ptgmb(cjQEV}qHY~9mz*s;d0ovXDRPN|sCyEa|H=~rdp`)Y4XbwH>hlUw(; zJ;E=zEL<#i0G8jacx+Pp0JieRzmz0-1T6jsXbh{8AZPp8GRKJru+~7DhxueUbe0ug z-G8bOqR6?|6wsf8zT5n7ABgFLur!DCyCzrUrW{YAKdKvCvmKiC$#UWAkmQT~6K#OF zEk4DZUjaU9f(=jT>mc}$pIXN1bg&XmE0_prZUEb3AKkZp#=U=LzB-R-DUCd6&;Z70d;RW2 z6Xe$O+=EK5o`ReYv%nx9?)?n&;fYQRD1S)SgyyfD^>4||5#tNX22e~-fh;jRNAcCd z?+1Q)W^{M4g&NdKpJx{~vPO!m1UHb?+ykm*7o+vW=FSu5%jV=AORhMokzJT^Um3V~TXkeCw8`tp^Ei2l19` z3)h=>aPR6R-Ws6U43UF<3%U!UKsUjkcmd? zZ6#x`WTk5xoNXIHv5(_kpP3Jj*nVQ`gV=baC&nJ>Hfv(^C7w>pd12r=X1x5f!jXM4 zbAD`o?(~@|)ZPHd2~6gCm!gPse01Y%I2KGc4*mO8&z0P1hT%%7i=qZikTfB9$vWyT zCeAEw2ZKXzIQnxB!aL(jGBqApb@&Z_c;jd%EGBfmS_AS6?-utIbQF!iG={WzPQ+KGk~E>{z|1?wS2k39FWaLDefnocYRrtq7xbxsmAXzo;{VLe}ou)H8zT!O!v|E{;wcb=i zv_>n3K5iHXp>T1}+>b@QXW~8s<=#p#5gmekjWq;f;4!x6?7)FI# z;MA}l$GNH|c;c)PXykMcllSa8Ve75dKI4oJI=@fbC+Q!p-;Izn_GvB|{{VMGmilh5 zY=)(`haWhdLx2B(HG`#M-Q4rqEFN<9K;2s(^yg;n$W`2Q(D&Q-H5m;j1KikD*AdsO zjNF%t7`%VtBLq6>ceB1|0r8a5U8g-70mc8c=vWeNe}z)_Z~nNo0K&g;bnnSp`1OF< zyzp&_tq)@3o#}n`MppraS+~`~g3B&VO<=}D%=xvPjB|eMI;%}{LdF6l;G}lhI%V(O zILCMF`TzFuX31K)&R&CGyx_31D|AU3Hm@a6Y~J;)ASrN+cf9bfc@-4Tv9;hdB2*A zT^X?&S$BS`$5s&1JO8+Ng(kuLA35c(5QhGKqDAd~;;0vd>uuS9;menz60q@g;X3uh zgyWHMkuSgSO%jBL){{tX+)Hr1ID`{uAhte;jrVZ5s{14r{_mGD*Wk~!?4Q#cHXR`u zWM%jKIpKncR8gm5Z z73ybRRH)%1v)V>FGrcnDL6#j_&s~oS5-syBfKADK~6wsdulqwFy}@US@jt90#BjvbPr6 z2_UVZqaH7*njlh$>u~t(G|YZ~mp@a|E3qP>obY*!A!MmN;d-O%>~%7Jjfz1El{Z;Jz<{P(p*>Kuf=z+G>m;6eKNAu>Nf7>W!Du5T5 zIGUq8%29}0-vCGBI1eljP+^oH+d1$4*!hgBB#*Rv6$A6=BCf$D=fQp4Oju-u2YBvv zL?XEh=M$U1yn8&$YE}3^zI)$ixy*&*MTsn)UgKU2C7YEKCMQFn`-HKWF~xe&inr@K zb3kpu^)gNKWOkoSfm18EHt~*{VRVMg%Re0xsz+@8h>h3H!MBo%e)fHP+$!}?ZYWHx zp7YDFjE;nO^TUS4RzV}WvdA@Kk-#fkc!1$p@`rKW?F;6AD5IdYKrR>hN)E<{jC+H1 z*w(@Ors)1<>zv5nCbM8XY`!+MCv!M!@}Tv+(`qn#;doueb~`uvP!TkR-R{wK*nKma!QeS?K_zjo7;c8ofOzeHR zs5tLgVTE}t$J9l_>nAp!_Noz*biP9fzpll2r5_K$>+^Nhn`Glvv_<9DS*RVxHxZ0S z?3E-of5gUXQGPN_9n)NhuWqskpTj%No?>`a>)pS&$-f=BrpiBc&cr#vqt~ukYR1*?VqieliR!xt09HL5!5!35EBk@`KKeZ0{;u4!bV&kngY%f-Aoxr;e?U8N{6xTmv{M)&%RNU1i z1%sZ|39FhJ5jm^9pPQGEL7vca@(uf$G4t^8F`u2-^@Z4TR-ADrhjT(Df=tP*1m_nk z(#E<*g%m`e8-DY-$4D^Ve0(g_Pi+2(jrX$0DI~*(67Tsr1&P&_ruSrc{Vf8TVW_ex zge_YoAliiTU&sGK*K5A{Yu+Y~?HK-qqP)3t=~{y66>*I#vR6e;mrDRGQ@>|b|$CpLe?#-rem8CKmo`@1o? zYJ2ejDamu5!sw{-`QWpO7gLB@#wq5$I7-B)wTa89Y8-KYGUZTneVSnYiCy1Or-4Yl z>*I)>NztJVDun0Pll{EOU0?!1-k~O5Zzsd>g3H{0#zJiVh>gc)cx9us_w48JaXG3C zvaqUPnmeDso$<%=hk-u~{9)h^1OJT-ggS>BqyKmD4K)sPq9^@PVjzXNk(G6*CB-_= zP(_jxp#qkRRV=AgESLCMQma@lwWLMc1r$jX$a_2dO(Cr8W= zjbA@-Ma>Ot9c^teB2!aw%%5R?sGR@#V~@s<`X1GvVpG$fbsQ(B9|CMiRn>&ZJ)-(f z`U#PwKV9nDnOhk<+vytFx?)W3zjSGvKxvzR^k+bS-HY^RaDNq&{l$Tl=r0!}TQ2^H zww!E<$o}HykN7W+w!}2QTuCWiRM2;Dvb9k%vvoCg_~nrTqWOEx?`Zx(`zxA%(Ef@>hC|Fy-%7#3*u>ny+{W}ju=xiKCYrz3 z{Ep@yw7;VHdo9JUXpF6l4V@fpZFJ3zenoN+bCmu@iizTXN-2IFoxjoi^8Pl^p!#ZJYF$r@u-M{PN<6!P@v&%ZM;O{Q6>3Hdgy-NgXC8{|FPF!Qyh~m-}n2I;=cu3rhf_kn&Q8O ze=+|{NcAi3?RoIs4>_g*e=Enh`#U++KV;l@TU5WC|Lx!XieWqZf5-5*a!d?=C;uJ8 z-|BwF@VB~OF>L4j?->48j)~##43z|G)41o#}t6WBmMQ{lK zk*_d#L?M&{pH6r}wd`;U`&GE6E2`T6!3qxKKWQX9Vh5|~pS3y_rC^Wx*@(nTVL+yw z>`j@f4P7tJ>TrJW1~w&LoDymYP>wP_$^ViARBjjcmKm_Zer+-LgHvD8aWWR6*Bm!c zfpCfCEVCDABFVbSgIZtIyeOGF(XAhyndVf#H7$lVGun-_3{0ZUYA54Uj5SaL3T5T5 z&gE#4iT2}_jZet^L{~rKLL6XVioK_S?}&!zwP919-$a$e=o6Wr{hR^Z_slwcKbqf5 zIWw$VJr1GhSq+jh{F*q#wto5sCGAz9TX{227+?)t$idLQN46l1=;4bAO97_?%SCnS zFlanI=`rx*3x(nk`eON#sf|Qff5#JG z=4b`1*ZDR-ezb+wZ|3fNFD2nd`zJG9wlJWw6bZeJYD1Rj%TSd%Z>Ubly*bb?4i!nl z&q(@1Q4-5i9I78J&Drq0jsihhm8}?D`9+l)iE!4BS-Di) z18U{0S5r!CL1EE(p9^%rJ`dA-mW~~u?=BfMx$M0C~ z)V7^}|CVn%ZEqyHXLkBa$krQ4qgN^4@JkZmcl!fQH7rMq{+VgsQDhgvyZ51JP9w9m zO>ZKykG8>?3b_gru8z4Xes&<1G{cepw>_mn??AXsXIm&bKtM@rc`pw6OdC|bPxmUkILVT)ZDI`xx>`QoqIM9$ zC)VQ8Aq6a%3o=w*VIZ_?U$W(zHW0sLb1|m&fd=n|l3W7`sL8UdRnwBA3d`e= zS8;p1O^#oMTm1(`hb64x+>1KH`VCuLn&S7x2^3(fgTspv#tWacf z+y{zuBJe00B|v)in3#%qD2gu99m7gWM1&~osXkd;h5Jm-L`n7bAXccmAWCfqT>MV) zr4zECsOSA{@O=oBp1pHkBUTrfS_)daHoag#epuq;gBc3q^dgmhhN+AkR*EWpw%f1)f5mD&7ey_UgAj3bQG_`EV`LHyw)!zIVZRiNbq)d~cR~>+h)p;MuWmz~pXVpvjAPR;R*uzN<>w}0r zT}SF}e~@{f(72X-0g4J9$`_FEg7(C;e4iXEuq=)X1kip%@foki5f0~~0$48Wt}|ok zaN6M-VfAqI62mm)wNZ2Nh%G_#tU^GCwBzb!wHQN z<_>T(4LgNlK?c~UOYWy9MS;bo4=?*B^&s?xL&&{xKhWb!vA8I80j}J*o6l_#h6?k_ z2YfO}K%zO8x{3qSK<+}k@vB}(z)dfHPnzZc6Skvt%7`4KGS{nTCPu;g$=FM0mG!|) zeo_Cyb3b^meK{ov8eJ_Gzc zj-b+MZ?<|=4{$v=45)5h0g~L2b&^&Gcqp)ZKE1*puB4m_pD9<{;?;H@{kQe){QI|j z+i82wGpZ^9E`RdptmQ$R@eiq6I0Opcd9XzNC;z%7PtCC1#_;PV*U5#EtBC((^-;Ox zG}xFcWC$X4fg#rE6Sp%RVB_J5m`XfFc;q$kwdHLTgyk?e*hU+|K8MF2nJN7t18<2q zGD;4n?(ENN&kjTN2xO2oiv(oPiPxo!kJ11;xRXBZwj+FXr>YjZ?*InJ9h&g=$$=bp zSj5a?6yz*_3s_dr2b^*LLj_0uf$&Bo9o5VQDB+(gd*T^}1~3GziAN_O=Y+2Me2q$j z<4NP>rWKA*rGn}|jC6pklZl$UMr2{vM#DL*xhRNVkkGDo)Q1lY9|%+E{b6`tMOxW8 zX&BVi&VJDqifVrzimsSSL{diU)aqZS0pbNNu@kP)Ia^B-kl_HgJtTPgJQSe-kIA4lEv)-NN<1<XQqs{M9wuO zzVs~|2%q;oi0k^pukGz)a9|f1y%>(xWuAA=6pB`jI=^N{MV2f z6**zttSvIEZrE%ZN5t zsQ`Zc^;3(7(!u82Yl7-vJ5a{`gg+n@4(`wFEuS+ffs;aS9v?+G%B$@i$h>hC@#)t( z_X;Z)TGmb}Ggo-RKySj7b({xet=&8#bwd?yYVj&`?MsJS4Y=W-2koGiYtfhYY&e`E zDx(t%RDw+^mG~B}Fx0%qbI|8rK5_(|IQ3C02fEd!2rci0KudIjL~xHgRMKAQJB(`x zyA&Gw)*hzAmGBrDLt!5XaAusRa*u!&2_M;yzD8TT+Rmf@w!WQz|CVn%ZBJWRqHapy zPyUdctfzgPkh6tD!iR~9sO3NUuE4po;V$858Ph0rqecqi5yMuhzMccF#i=gA?%wdg zUxC`C$ODv~ZZZ*=X#gM5*v0)8=>TW_3nb(m;ag)&es^3rK*lHAHzq1@=-atWHs5em z(aVEAcI7H^wt-76fIAlmC#NYK(>+0VT_!Pj*aP;QHKU~rQUx{xN{&Zn>A)Y8_tE~f z9o*l|C7>S>4vGQB)^8Ire02`5@(l_{C6vALUW;5q+zAe{Ucm5wNuNT7FWD1P-ryCCC+=Cv@5sj^1r& z`QoQ_9U<&0GhR2$1)dHfU*!NN zMDv#D(!*fZ{@v}p<2!$Ux6^#sX?sc0GbgT`h}i0Xt9jbTO@`%e@vCyx=_ya?pY!|n zJe%RG5kDOtgNpf?NAt?1AqgMv(8*q2hCBfiw_~|9!sE-sETmXP(3N_`$-~1RUTRPi z$kzHn!(w@jdW#MO9=XHaO`8w)1r-KIV%>qppUaQ&Kr(z5lYV}e*#M@sU*vYs7-H_T zUaZ83r~&8c&R+h84Rq$(V0`oad~}nVjk}9}1~ofiz~omSkE(Q6>!iM$MGu;#GS;&g zpfoeXN`+Q@^ozjJMWpRJ9a!570qfx9=BH=;fnAV9M>NI{TI6wP+t2AhPnCcCfnE7PA#gC8 zUfvx-u((&DBdB3 zATVSsI?*A;I**)m*y7c89{soV?fm<oP?zc)LI?Sro0ANYfP>ze~5Z~Wju=3xgj8C|$&{`pZOg5hgguNC%yJM^|h+}wLM z8C;N+Y&>-Xz%gZR8}z}f(4(8|!CIGwoXmMK!A(#EY^D!MyE^>gj6-L}**HHCGS8j; zR;~lSH$6(7#q*&$fIsm%s|Tdh(d*k{>`AZoik^xx0IdAc-NdRfsH3@)HjP*&vbvE~ zqP$bN$~h9-O=AErB9h)%)8~UwVbZDY-QG~4%TgEangqw~ zs@ct^cfNnH(|p)zd$Tg1jHM38Zk@lSjAQw{(u&|am%eX`^|JMD9e?=sQ~KwBz09%N zrlMrDSYWJ0sNn|k+>zj`_1z_)t>Q|!=}#rByLh%Vyr~4L)*9u_jRV1u>EOiSRxiLx z5)K-dRfEH&=B9@=l3*Fv0JX}qgxp(2o-X^d;h1`Q>{omXpgmaK{5nYk?!2dwF-VsN zUWCxbHDxap4yS$U$E!de7ElE&RZO6C<;>1UIj^83E_DhDiYw@_QR(?9ZYy*-v@7Lf z#3o8)w9mu@GsC-V3VZjv;isrPgRow)0XaJQslbyj@Gy{8nkpSO4nxmhI5@L$mK=_H zT*&cR|9So&-Fs+7H5#}YO= z46=_bXF-}YW531&bJ!T}FRH$ujK)oT5PHdzhis^n&KXvhfPmZeXt%aN@Yj|u>7Moi zl~NDPd~52!|7g>E5lMpVSP|~U-B!@p_k`;8hb*uxJ*c3>WC4AqY?mQD1w9tBcu-~6 z9YpFdI|=p2Vz^BYHk8@^VEJ5&O{+wU*=;`TGq zKYF$+a``8`lTrG#qhhb|3lJ+oSG~c?5;)c0$;e6-0y?S!()nv%z{`~Vuag{yd~m?qsjfW(iz* z@}-@w9>doMVY8K(=f|x#Z?DRir~!dluK8z=B|JKghB>0sZsGD4 zFw^s5YX8+_%*^*QrXnU<<@7^^Gj^et!) zok?U734@r=a?}gD-asL2r=2*d4b`^?R3-N$f#ag{DVq*kz<(=C6<(MHPcs$U=Lf8} zaQ%(%zb$u~4?As7iZz>p=uFBMzvggfY9Bb>+QI?(GTV?x`bWPVk3n{Z{z0S4EwWuH}Y zsHV-$)l_ali_j>1#Vg;?`(7DeXNWN?$0`gQ=3`n%1M}$zpGVuHtJ*_G9gcWlRcdJT zto}0kMCC0dp8No69z#%cgq;F?!1eh8wZt(d3RuzsA{xDnixkN)%{V`FtIq&v=dSEJ&~XE$yedR#f3_0o(~*C0 z;$<16=+!?b6AS^d=F6)GEWIH5SftKDb5(d?u{TKvvnB-lZaXm{QXP0(gkoMHCBqec z)qz&j08UdBihP>Af!^Yv!0Mi;L>vX#oboaF=e++is6iJBYA&lKrmwxgX3XQN$*>wo zTb{K){v`~`9#}Z&M(ctB_j3OjPBI{D$?}Go1`xL4F&n9Q6TOsFIaw_A0J-P&mHft) zGFX3YeTt3fDiqY!O3ej(!3R~^*BZX2&=E-r6 zPwssGdprOBE#G$9p5)@*=2HeYw(=|dL~f;gQrT91g-;Tw6tMwj#e|>NY z;pZ>oNCwHC&yOT9{n3@>^p=A(d8i8RJ3`MU%nGt?g>lS`<&ei`#r|;>!!LZ|Zq*N7 zuyGu>D&eFWtf-!5Ze9ul)w;V(2fB1XS6s}7_(C$^GTs>1%P|07-gWjvtC)B--o)&E zUWrsRv{d75mVu_!oy6wF5O^V<9jWB)1tSXiN}oqmA>acdJ6RY8{b?c3GVOF=vHZ+p z7bJs~1+5O*69eENoefin%0*|CrwN~4s6t4VwGyrhmjgoD;JHoaK+l8ZKwIL)Ar`&)ct*| z|EzrB&tEvBWmmq11EaIx3z`dm^xI*f@`1;*FDp?8^+xK;0WAn^W+{Dj`zOfGl5jsZ zPbO@7XEl#Jz7kTf-a0RZM1YI)41LpWZ%EFx>8)&41+&&>qgMVv2tSpc?b4tIAq&fo z=awVD@v^G<5kX~0IkdZ=ft3dwR4D~0{OI9DuA1PXz0B}+onhLhu@9B`pdo$q_CD}s zdAO&Ds1nuj^2g6Sg9H0T+=iS8JWxCHk=CVYayW&Zi>GN4j?(X?e`){q1$yiq72f!P zBdEU1^91pu%+Njm)xTq30(!#3IkvKm0)#HbXf_&RR&>H_3h@i@yQK06t4X?FiH2RH zW~dx)L8__hsBR}$f+j;T<#~}vFkus(cI)+qSz^+lBMgLux;~d04s}3- zO82zii2#kYi-LPil)({U56Qh#iCW$zeVr=Sf-neB`3{;_LXo|TQyX;zD2bXPCidQN zeVWt8UtblP1Ol$5QUyXoq0GKsD>blWf2;SlD*|{Z@`BD_DTASZYS^)nO7!xIPx^Jt z@KBt36`YFel|URIn9su(34#w~4;&xx2HKY;X-DJLpqZ?L{_TkomVHXn> zC%j0=4hj%48&Zb%X9hTJeX7ugyG4f7eEkSvz>Q^Tc%2AH7aB-q7*YN_04nAwpyQK0>O(?rj!T3B|AI zCa5{CKpsWq@#HvfcqUCpcScbI#<6y;R~gl|@>BbMH&gH_1qNqRSu5IHv}E z3b@g(ShrEjZ(;62tu2U61mBm6hDwm4x*{>~B?1A@Nv=^CMSfkUXR%fxNCn`&C}?W{tNXgUVc!@sX7fzaA== z@IC_c8V#JAlD*-*l8wtbay3|#P^B-!4FopEJ)f^=s=?H=!25w8BS7$?rGS!=GLUCc zA_rurNOW3Oe>HeBB#>6xO(?zpHR>#04YU2x~=CAG^AlHDQMXCqm)_ySHLur!}tPH#KZ(lm)8UzHWpa}kB z1*m4TWn8pkg=fLzo9?-XAaLnvxcKmCFg-5fIiWL*Dr=YCt(_-@WXbTn)F*Z5QhMP$ znnw(wEsyP(D+16wJLY-SBXm$5yGI~|DjqF1Y^A?H@D{zg?zt=(%79*1-AHI@JP9ki zUmX;2OGbw*WVm*dQ32W0T?Aa3KUV;1_WAS!kMHFdQPcXNZw+XEpLJW_N(Z8PfZ|c0 zZx!_Ty$fL#y#gNTO@Uq7zCfNtdon9S1DM&55X>9prNH2aMY*<5wF*|P)(I%+qCvtkSL~d;FE|D)iXeB?!Ldyt zg;2>4#=H$KIEX339H~;2h#Ka(D8(7hcPR>hwP!{mg{2Ywq$$@~qWuIp-QK|H6;%a= z&#IodSzZB(Z}#rxp1!cqXU6aLRRb2aL!GEg{D6U2LLlm<3fOzsO`f_Q1PsTmICJCFX``gZ>PTfXhIz1981h1EC>Tlpou zPV|Xv?N5G1oh_(~zVS!@+LC&g7H1=RPAz{`C!!m%wN0mc5>W-qJW)ga0kJ@EsIQ(e z-51*A*pIG{>cAM$;s}quA2>-1JGL5Q&X;|@tL+&<;A%u{U=XGRwKBE&U*sB5iZl<3 z^WzM1`hi(YyHL*~Wf)f* zP?5PB1kNh`qcL9ZmGaJbL#DkuZrU`(K!b`WHxiq}A|0_;6_ZR7NMJ(@RL*$|b} zg`9Y3wC7??6`0kg3rr_ z8Xv|^!ib~jTEMG8wBaRhEiDrXbmVy*IZj!P%G;1}zvd={kjoV$v{ruTn6`WPa>HRL zP$S}AXN*O;L$sD2zj=eseDrMOai&Lm8`lY_i%)^ezAkNI&+Dk7n7Blm*yftEIZFx#!{o;N24w~QqBt`v`v zkEvIgxV}__!PmDLZ!=>+H2ik(c$P2Nk5u?ox@th!K5NQuE^m0fwC{1#vy1R8YOj7N z=KDOt8?zt7zR7~~slDyHq8rf8(+T(mXFHHb4?DFJPu0Le@>1cZbS%*IR^!}# zUIZl^T5x%}GNTa32Nr4^7Vu0ifuQ-96~Q%s!1+2e(Ud3;o=F!;HO(5)7iah4@DaU6 zbnQwryY5y)w&uCF95*w;b+9S>{Ci(W-RNZb_{0JNup^bnS$%-fO5ocGcYU}TbLNV* zVgN)f3fQUM(AnbEb{_q=_3ixow|v`ad%+?b1!g6GR>rftV7VtD{ZD?SPPIte9Qt$q z-qSrADTFzGtfR55%ynIeiRF1@2y^_za@ad6&&5NnS&%Sun=c6M?qklvoWHLH?u|X) z>>wfh8hxa70cCgykB=;->r|j>^3@vQQ2V z@?CW632H!hsg|7i`uZ{Q^m8l)ABO*q2Vdq9(!~Oo?_H$19FyM#vG>cUG(o+w=bZ73 z7gV>AkaJaB1jZ2iv}48oFzbMeL}R{RWp%i8;PZSvig(+#w)JcmLhR)1x2j$PIGe;x z6~hT2&dZoU*W?Rvw|Hm!kLUq`0m`-V_A)rW8l2NCxda6IiXIMn{t&~!`e39|@qZn^ zFfTUxi_c2Mi#nEQeJfaHND9~tnv`T}vlr-y2vB*xbt55N>9KDwKo4on?bWv)+jpe>P) zA4mr7g40$Or-s4hXqQi34e@ISlvdefDusv$s2ZF4sowaaXXdJ}JUuXo zk{Vi3tn^c%&oghmSSe?NRa#g$J(q%#A|(w`RMaqJfoqrk>gRJwx+@=k;PJf_#B1wl z-n@m@@+Gt8W8TzXBP1+eIZ+F;Tp|A0k#XSmfEkZxz!${dXjCpf(gfOdhxeX79-!_# z`V8lkA|&g`4OwFP;~Jjp^Y!~>f$HRoV>tw+=yfa`BSEr8gh?fDoa-CrdiTQ{NPc-;KCNB3GzD~^ZjsEuHYqlQntrKOaZBhX0H#ezW6*2Y>*qcdk%Ru&gwj_mh zDcU@8p?0OU3BisPn+g=Hg`sap&(d9wg9KKxhl?A&@XfoYjn!QX+_=9(vqxV7NSZx~%8mVmq)0VFKW+PT1hS^M(9{Z=|2Rbzr_Wwe3i$2i!gSXq?7J39voxPZC-9 z!Ff%meP5*%z+o}n!|ie@DqniegXDc9Qu0^?ymV_Z&#RwZp0kPrm+Dz?+wBMSM5j~3 zZfL^mZ^-nm&FLP?>^kSG^0?GTt;!06jwO; z^`@8q**e%Axh|OT zURmpzPGsa4prxn8KWHB_aE-2B)tbV*w{$qd`+heuJU!+z+DcT9=1YsEL+&X0HdB^B zkT)D%KdeqWe0mO5>_5YmLScwjc`WemkzPa3rB4>I?X^Q0I?23~y?fBY($rP6HBz*W zLT71@>`AaQ;f~nQO+lIVR7fVZ9|p7P!i3JzpZ)JQb`wAF_+Admzm3jy%RmdV{N=y6 zmLNvO?cS_HbgY`4ewO4Hf>t4mkbX1ts#f>|#PcZBo9ccoXe*$I(4qv!` zk;CX3T7kf3LsM!-`73s4M)b#vubonL1_N$^#0wMs3A}`czWML zB*^gIg=69?R5z01A5Q>JJ;&-wQ(ySZFeCT@PYXu&hAzCpasw$%ZRmKe2*e(=hm`ew z;6Ra6sUxj4)My`jAf}&*j*pH>wBg=GXrsNeCF$y5lBeZ@%hwwan3?<3*vA)m)UjVW zh*-jhm~K%qZg(*7z36hu)C2<5?deR6eIRWY#dy(_<`%DZD$Ta@@89xmr|n@4-Nn7# zn7(!XzL1c_#+!L(3x_WsJ838Af4(RGj!DyfB`h>O1Fi62bfjc0L&TEmN>WbL!5!8n znpWy-U|7HV@^KAc$g)r=8#=BFo9DU~JFmM!yukH@Zh?z1&fn_P`qdle_V+RfotA}1 zjeMJdPcqO$8YYyV&y^s8mQCiYmUTc(ae@6vRRT1zzOzu%LAib9D71=hGz646c8G2>F6mZRV$54?UPp^c`zH<^nx% zbT)ig0rb14XAT8=L&TZEg=d%Lws8H9O>Ke~ zgzJGFH%c;{IGQk8Wn{2Oi%`DR~jSh|Wl~(kQDvh&vU@p?%qP zB)JJz#atclb0@>*MXPrM{(jIjcKtxv868k~Gg>zth9#I__<9dqRID zzb{X#1o+7}3u3>GMCZiokRv+RkseN~2?L!bFj;iM%Mwq5Veb{Zy_o)#_D!krELLq8 zw3KLcm39J7cO1NM`wI{t`DoTi)DtkUfw8CrxMl|oUnz`2AL}w1c9y3hqq7-Pf+bC` zX}bQbK{^>|WNxm7d;39G?dH?BWIC{}WG;NI+zFP?AGJwklz{-hWHRKnCxrXj6}k*c zLQjG`FQd#Alw#yEZs*^><=al%+pU+gCt5yoE5DXY zOm-2jHg4f?Ek2kzDDRK{+P!EWRfi}PH+i39a8CyE;ypP}K~@u_6yD32AWH>5y|IIK z*ZhE-lk2Vpfj;!%ky#ZUq{dFAb7o z2a;W{d4l5_=a<}W2>{OS%r9k;sE5HPRMGu9QogB^Ja?rDZiMiuJef}dYn+O){zT04 zc#;?L_nma0-WVwO1f9V9_!+BPX&0b9@TQ0ar6;(FbT>L|&ubOZK2+MO@iiAOYzGo>~dUZg42cU4bx243;hu4>ZpaflMf?RYeyT zD9%E`IO7NOZma&K6vJz%pPtErW6WdpMlw0~jEWQ5kXIR?RxyYYs+v8{T$4kShxJ0H zOy8lBt`ZBlUMgtY?YsO_$@fv(M=fstBX}rH_5|7f4K`TEW(m=+Ohd`$lWU#B=z%;2 z%XmHK=Y5Hu#pn+_zLzggi6H|W{;21Z2l!`2Vi93$vrw{}W~e&tC17ov3e3TA-fo!j z6?4YVpTykKfg#%yHmVoxA?SYdk<}kHCKOhNTh*( zJtqc9Xv;tP%&i#$mZbLd!*xg%O1icb<_8=%9}22PX~WIiGI(>%ZDop-w zCK*&d*MTYD_FbGK_F#27OtYw83TjG*_nfbDgR^3W>!ZoyP#}GU`_`8L^x|`#v3CkL zkhZ&K?6jH9Kq{cCof(VyuKx~~F6o*dTsYM(>@;Krs*B3asay_FA4r?~$yOaoL}!T| zd)$DUmLs8qap%X!ZRg*=<=al%BarE!&7<(&$}h?EGIi#2&0G03(!SS!QSy&IWVx{Y z*a3f3|BFn~bYCoD`H;BSEV>z9dW%23E06(gMr+ygnDK9~YNFdJ81y00ukrRbO#bwy z23~Ruya1Q#bq_>^xWT@1j)ux-l0Zs!>qS+aKWeaK&*DcBi+p-z5TM`C46hDqrj$~p zf`a&s363tz{0mx%Flej;ZP*sGXYK8Qo{yMfWJv;c4G#uA4R(Xa3wLSNo5WzbhSD)Z z#UCC1HeBpG5raIpt(Qbx&sqmn$pGr8#55B&m?=VY8s3j~VAG;A zqFJI#lk zws%v#*wTnDV2fY$f)Of`n}7Iaw_M-OH1&sH+t1(c%kkEI!|!e|H-HtpR(MNw5t9mo_atVv6(;KS1F zdSH?W=6kblyCh#{INjT?=dU0F*S(xXJVnUh%OR4zlVdnQ{nmZf=iwBZ&qB`K8<~W@ z8PCg1A1gv*D(1Qi6fUBfN4&c(ee6ZQg$QrnKqSyvI+B}o+9N0%bG62jfFhdvanQ?& z60<_85uIv#J~ry387m;&%L)?jf*vxzPeBQ$?%Gpm9EB14#M_nx#XoR?q*p)k?R#0w zAVS1y=7e4G=QaJIgjM)hly5=rgL>P#qU&IM{Hd7CeN4WEk zyIq6R{g>UCZe0eG-R@&dd(|OieIz-<&k7gz;wplCT5!M`s#-X+ig>re7exOgYQX!1Z&^QX&j%kaUh3n%7z`r#uNPuf{S zPtBScy@VL-;?cSH^}aI*8mX>Wo)U%Uf%l>Y^6gO@&0Yh^Ju%4g#gOAhOZ8w-sAZzb zo)7U+H)pyhF9QWPYudOTrkw^grXQEAV2|D?yT$ z`?q}CX?qWIS?sP(Id0{bH^chF`OEcN=kM0H<`t7fPFwnm&xZ6AF!|)lbYP`SD+IB? zwLw^j8^C)-?h5|<6fntHEvwv*`QCoFhri9q<#Zo#*Kn0elaTqwma1t5`+ zX{tmh8^Da&sqPVV5`5sM(J_8`8SrlD4rD%6hZAwqL6a0#V8g8&JurVB9x0S$?2&Q? z1OLt_dv+0EqIvSwu+9mk_59q7riCDsV+xj*XBwc2=g4gGN-8|fNqkxR@iJ)Ak5@aF z=m7bp`sYnvmhk4DRc?c_7>G)WxU>~J!4T#ZnER~Q7OvaRQ~zy!r}?nc_FBk0t=soH zZ}BIX^b8Zj+lDP1_WI|yeu?_SukAS4e=?+@F|tRm>xDgb{^EzctBm7&Io%1>-IeJc zCl|l~rvbP5QaQ-Fs_domi-LpX5(DP=j=(g1;nFcXMTi?9d>y813Xi@NnEBHKxVQ`7 zJ9O6$E^ytWu=hcr;ayKDIWI?6VRq}mQ1Jn$l$Z7Vy3WS&JSFC)dqjy@x9#jsbJ`Zzdic# z$k9-i%l^ohk9lrb7t6t%P$IwfXf!w$oY(aE>Hu?9%I-*^BCK|+4BAbZK-Keyfo_v1 ze07OdB)n+{$#dn3;?oFR(>~p1C}xjdGb%W6qs|Wzu2~84;wT61P5f&N#8F^AOc_l* z<^b}7UpUuJD+0&ftf$g~rXbYT`#f$8g}~+ttoA%RuvLD-nsNdGcP+#ujo2PlV^WY+ zDfLI*Y8S*gI+jCW!qpn0@MsWP;!%9gfthEkJmiij%S9OaI4ex^#T0_H*@AdwghAKG z|K8-h9SB>e=a~e(WgYLdBcLNTqE;1(aFkh54>!;h z3h%cIF;oq6R2g{ zAd^iJhISe^#1q>NEDFp`n?_*ky!9K;e_QS}A9mWFLhf9m#ubMx{_VBcn9Gl)3~UE!MM0AP&<%HBHcu7Zrpwpx`ZZvOt5B zI^%{Oxg&EY+Sw^ZvjMFo47>H*8CkooY+l`TN`L{QI|j+i82JaNpAQ$eM5QH2ia<%zf>wAAI`GDTL3J;o1p{ zExqakMg65E3pC)(hsoD0zKBHj$n{R=Yfzr)!?}ngW0h~1+j4yz|Tduccfz+~4Kt;ag&fFXlLNlM2GLb)9z?+u|_ zxPHfWC$^pD!%o|q?5SOLHL%*^PeF7(r^H$g{BC=f&gDHy?3P>l-}2ujLxI1Gse>Wv z;B9q$V$vBoth?u>NZ~y&2$I<)(KZT#*E;OdEaQRw+QtK;>vkC4E$J(+szQ%Pq_hn) zFRVSC5j)1I2M=i<5HH5^0Br=H>%&!3sJT}i!wEbPHFy1!J=<>R;WRii+VcfHw3p*d za9KZ^Tb7^f?h%L*&)rq2sLDl`WT{oMQ>D>y`!mRhb2B=f`^`mekOw__Dy#VX*i*F5 zVwopkR1$r=iDeZbSch7RE4AJ6!a~#9Kh>&Z<~!jtV!nYt5R7)4FbVQs+y#W^_^R4@ ze$M;iyYTP_9^cD^CDVdbg6%yD& zE{q59!YJ=6isWy)P@vo1SLVk9^8+_hr?Ji8oTlP(LO&18HuH&%${3=Z-uFhj)0`2~ zexChpBJtp*Z9AQ>VF$OGaz$&}RROPi!fN9Q4^$VQspvSQ2Y7|^`&h+!;LUxPdvOD% zz#?dSOLvnSUYcDYx$R|$a+)1_&5Z4eke$A}QIHc450(=LTMX?X=Ucowldc+Y4V$Ty zr0~Iejg>OKG(B+8uj{sy;{%GQ&wRYDW^frb%4NFA3#=zKUtiTXLPUPB6c@};D#WWp5sz<(bR*b zXI(v?_X$8v%dt0y$4$XFPtV0`gAefZu^*mJGDHohl*mGOToBvoN26Ww@v!uuU|r;u z9XvdK_`VTl+TBS(H1$4xlEP=Tng?FmqiDX(ix=cbol3$nNPvIeCV( z={z^Y9@3`6Ni&7z;6bC;FS&tbuusLT)eyb)fb(4H6L&--ja#&rI35)DY7sS$IRa0E zuHi_M8W0Bsk{qK(;0P0zqQq@oxEm|JP8%x#IJ&wAoU~0rWAc)z7@@!xt~2Ut z4?As-Cy6_zQq*{hKOarxs^TcGZsDLxowB0&_z%Cf<3je9j<}UTAH7*fOlb@k&3D>fc9x%$4i9}m{a6_$~a^Q$8M`g)MK72P>d#5dNFZAQ_`Ru=SOu= z%;S`*e98g->NuQ^i-sUnetJ0jGAG=+Bxgulg9obOmPM5lSb(MBdd$qC551qb$r85c zj~=|$tIR2xjAnnE47FbsLErOJ8~L*|qb(AjhB$h7PzBmMino)Vpuu@5N6c%_qd7-o zFRirKq7R4h^<(8Xk#!_af7x-w-bF9e5Zl#tG4M zq)Xv-`Y0I{72Ta0dxTJ6@s&gd#$Nw%p1n&(P=8`NR*e24+@=ecKN-LU29)c59PJvI z^)cwba651T{&5GcW*sBoS>fSz%i{vPI6F53L0uHx&Dr|3(+wdw63Z4B8w#XHzB;AJ zdV=@aw7a5b6#(1aWNOj|!Hmafel{`$~ zueHASy7$o9dw*_Kzu)|@uQ$x>ed@vA)(@`nf6Hrk2(3zUHjv(R0+a6NlhzUsgm$Xa zy@4BWd;-pU5*OZULXd_~^`0Dx381aayM@c& z2A<>mowBsJ_#6zBETl1mH=kt49rGn1Rq)Pf$1?|!MODO_^J=zOx%a1pN`^of_ASTH zxMvD;)VI)81x-+{j;41_-3a`tQ!p`8x`A;^K(qE; zCS5KQWR*YDRWIU%U0>VuI&>faT$*B4?JO-oL~AC%R7(pU@4U)uc2X96V(bX#Z|Fg& zkj1dzYZOd$z_M$JzL2oxR%YLF#X!$TQXUD!SrbW0En zGBY1>i0FXFe80TSQ*L~P!Tf?0&#z1e*N^VEo?+Jk%ky!#9lO|h*Vv{=_?`xYz1&bvt`Kj7}S zk~hZ0#ar{DZg^FrG}j$h@s^;UbH9h|Tgf>mLJC!&wy z;z3L5XsD|wV0$_`6^ot=S6M^QidSC7waib3xRQ(mFgCH9e91eiF@mW2z*f-^1W7P01tPITzHWw1gh$4 z7F-)taPJq8#sw)J#K@iMhKv*4fV6>vbx_j?f-i44H8P?E!RqBY1*~E)R?2t4xl0?W zG#c+(D{O#ES5zQe%mAF6)I|xNiv8x-e>R?e-tUi&hd;W$q~iv*J;rLk#ZSVxzzbI7 z{hJ?(?Bv^C2krW8{m=Ry^7V8fHyISG8Xwz`qk`4GKcdE*oer-RxelxuCjP}OM zolxL}U3IHmI2(J=Y=Twv+SPUcupbNkTD`}PpG_kR336GPc#ra;7cDBz)!z9?qIlcP z-kc4nNA>)RK)GyG^+owSC+!$U>M(D4b7T~~H0g6-xo{Xg3w(CTy0RVN`6tl4;QBsq zIrN=ZfwR~rDtU{lO=wfY+G&H=JFsVS7xe2!EnxDsru5BXMG#1XyW0g{Au~?M7h@dlHI+fPatHJBtyHi?&Q?0d zLJNr5zrEF9YzKTfOA@ft(I#|>6dHV0m^slnx-J*_ao4SSp?#GA7;!G^H> znX?ROJXY>rpM##0U)Qrc|^PUu}*oBK{c1kPTR-STkx6s_FzY(ChM zIXDseMh!GYyS52<@WS*iuXXHdTF}&E*>0Y~1y}Te5K;vZ2?r(7i9P~mBD|^ZyH}q4mA9vqRl3`L2Rn6+s;D`Og3bO zdI|DFW8^QMdp zBHBdI=z3TgGbPjZ_Dr#W?fsls2%92Y+seTH++7Y{6c}{NT605~;v4apPE}~yLN)ZL zhZ`QAlsWSLm?ji&%zm$Pl>;))?%%?ch)_iL+Q!tod$Bum>&-rgn1fItiXib(hH{eY z$^2L3art0sC5aCUz_i_zi?g9B6z8$M&nn^raiO|a183ZKXNW@l(0iW$y7-z*juaz4 zxb?UAA&_)XIk)ThZ+_rT#q+Wy-uB!2pN}^Nakr3aIqQ93iY0gD|lJk-%?X zHRV@v5$<qAd_>Py8&qlnBg5FJGS^eu;BCjI9qtheD!s1V${~fTGmm=k6nzp_UUYbdG&yqDO%Erb6T;p{p6lTZ z#8A60GnZfLGnU)$6|{M?3bOCT68O3@7EclLg1;hZ zoYoC~@SAW!)juP=Q6n6b&3QX z{lL>*EzXaLFyV#LsVG51ti{K^WZZjPU4a_8hxwt7NHmvdEioL&yWLvKAqh!^#mnwu%S=q!yS2rePm8Qaum=J=!dvQP7xF142;a!IvPT&gq-wQ-LEKQD| zIBtXclezg$+-|snuKc&cYW=UvtM$J9+1&iw@)`$+uYXvjtfv4pj25o<`05n|xFw$;c|3++ z^x0o<^9fVa{SMxWP<&}H5>-+^rR4E$+5KN>eB?3LltPZ0{PU|~cPzX8 za$0(hYO>R7W+Lw1H5Ruh7hm66ZofZj{n0(aM!ls{2+0SIW_(8wO~%D2k+fge??&smf4WH(>C)Z^zr7)SS^YuhSRaN7pFjlXCi6aq z`z*WtzdIh5Yi}?yXM=jPAqt_z<{}@||AYQ7T=y63Vy*8=%!|@O_95!~TW7+KTK$9l z7q|bbmH3=FjTo}GBg&jA0>ZjIe^LDlow6@eWXPpjpw7|Z*l(D>Bp+`NdznDk!_rZe`FQUf1UnD{u>1I$EcCA;fPDmho$3B zkg>rEKj0y15O7S(wZ69O^-x@4&G;>~QdHGeMleDcwCwgj$K&r^Ch0ZQo+)=h!Tka6 zT5qpjw*6N;(htkCW-!6S(yBKR;eXxu|6YHu?ElyDK!<(IWEbwWr<<3LNQB`q^M5UM zD{59e@b?~AG7WBSzA_E|_b&QxSlT=}$LH3U?#AbYo#w({-Am@qVXl=>z zU+3-{_D3PQTT5798nnRYY=ZvQu)cNmy#fzS->R!zgJJm&2Oc zyWekX1mIhr7VKgVPk3;r@CS$^{5CB&&$sdz#{~1;Ob;COSom>rSFtoO2baHR+1ZUg zSlW23i^*GZS=iSux%OaH7t$)j&bv7*W>s5k;on<|$)tKMx+WTBGx4U8Q<|ra5RF~0kH$$<16W$CFqH@6mj>_?&_IVq zKL!8ncRjrDt+fTa*!JK6_ui8+yOC#Z$R&RbW31|vL|v3}6VkfX#q5ovd|YI@Wy$;e z4YFjZt-fkjgf4f_(GF_0qV~kvW3~ZBh;EN@ac$FmM7}A@#X|Zbs=PsJdwgFHI(n9h z?%>^wU)FCyG{7llZi(t;)2jW1-Ygl9#h!mFsov16VH4Iw4m^VrI-$wfE>G{-q&Gz< z|3Ud3QdZvY?Q_GotrzUKrN8}Jy;iGHjWI(R*BEMa^-f~9EFMQo2~z?SL)7Qp47j(M z+{0B|p0=UrG2*I%zFhQ%$|f>kv>Bl+tx;0j+i2hTbdmP$SEy)6iaY39E|MsCIa%b` zgJ{AfoYn8A|FZtO4dp(TbDK~qyYD!+v?r!fqGG7AR|{RCQRlGxl7|t$zOgDWNfNDc zXo=fE?u>0YmO+_ia~$_I>gTcIa~+u0)kje~)GH8E0qsasJlFU3IpLe)1^aF3Z@-i2 zO;cR?Ua0^6p@2@3$R+-^Pl@c%8|^}+rHt{@<^_nB<+OE@W*thfqO_t__Co>giS<=c zXHl}u6P9>GIm8(1Dv|T_9g@?%Ebf4}^mtip`F~fsE~M4Och?S0?4rLyVcoiWwP2V$i zEYSg9cOKW7xj0azp^TcE(M8&4<8uv z$X%lUWNbI3t?)34rMDf`>nvZQ=O~ROk(k{x6!z=_@y*Umowysh zWc$(+8l@gRM(9)g8-k9;h9&JuF`7k(8XZD*JCc%E+nO=5w8QB_M?8>I`TN*U)PtB> zHO1vfVL3FzcGJU>(+g8(By%{m&I6Sf2@|dk8^$Q`Dyn&6q7nO?c^cUW^Y``_&ie~? zQ9rHU(W95nq#zIHf+G#rZ()p~&mVKiy+`72~fi3cB{!7sUqE-JJ&obmj}6p+Op{C&yj z`O&uzvmMY`Rr#C~_ugQvJ>2zGH~mrWE}q&3&W{+)n?Qz2eI3N>fDJ~hio;GbpW8k6 z`83+u@Swc2Vhr8U z(%Y-vqn&I|q&f1dkj0&50YR#B$V-Q4pqfE`i9Z%={$omy3@q*O?(an`7JRZIv&BpF z$ITb7>F9Svo$exUY>#(hEoO=Qb=7kc`gn+b_iZf?e!eCx`uz9fcw4cGuv~ zQM6l9zve73hnv4eL&x_vxxcMMO6-NsrfebSe)tCJsteZ{>h{%jb^9SMA_rD%>|opVcSGwJ+2vApq54-p>rD-^epy2 zvG|Q|wV^z63BHlVK_83VfBI_HeAguum1tz*nJ@6Y{e^K~u#5X28CMK-%+x|%LRvoJ zjE9%#x9uk^C@gx7bZ4+yj`_l0*0b2szozs$hVJ@FS$z~Z=So=X@sA$+vcb337wlqR z@_Nja8?GT#7?RF0nxVQx{{xj+T`%q_l>L5t-)X%z^!~nVw50JflsYAR);jU_5`T28 zwd;VXD`gX2+!w;lBKx6M8C3^e=At=O{^RZs3bM;et#%@YZd^ewzk|@4a8J zzln*+A*e10Vnxnul`4m!T)hxQ>&XNU)w&#o*4IbTxMXyxSZ<4jV|{f(SFk`KbDq1 z>3IKRy+5xhIzrQb-4qXLP`xazuA~0l6&zr712K!f!*MD05KTd;_9XVuaz49vff7%fJ%ll)~{qz)5-)S`V@Zv$o zi%}T)Ej!z0rdjazWLvK%$SD_AxqY)sSRA-)79!cDbqq%U?Yq8Xt1V=*nzU0}tAGrX z-$u2-AgBmtJh9`xA$;t&p5?=3oFnepI&fP`2|mswiCT7S1PjQ&oNFQoUdf)GJJ!yk z{*#}dq)1*xTY{A)E?KmqSn7G*nnEw+G0&EK2787=c-n0(3U;DWyKw;_nLhM}t|>3< zvOda-5Y2*XIf#Hlt6`XJ1Pgc4aA&kvwa5C*VfsUUTIw#})1rbk8-8%F3^w(>c zm-syV&5;ZCN2k8*+e`TQQxNig{rKbkBQe+)zx*bGu4!PvW982y;ENPZFo+lFJ;2I3$TO>&&F2IquQ3R$yus& zG->^5uZM6qx|=-DP?6_{)APO%f2crI$n_d1fj3L^OnW2$(frX_+8d z1?}>IL$fII{nk#rYc?oaT;R-YvImGbite$w9~n}M;-h7Jzz93%2gQT9{87Q3Phq*z z^l<&){`2#J-(F1ztEsR07wnJv*ID(25q^nBVM^;#!{1-U^t(|}VD}hY%Ix2^DVbTW zq5VXdJaZNV-#h2yAL$2<4+ASdv3de&dhvv*|32uU&6{ZOKL;88Rrh^rt$-M1F=%Z_ zfk}3SM0Vk$u)SJFMK4VsA~nxbj9*X%MRhy}#xz1WN_H|li{ut!)LG?ywze0Al#1MN zkqk$II`*ZfJtmQ9ELncIjy2MptKVXF=L>pyUg>t+fF0Une~OS|?g=8gn8#muk{)qf ztaQxoX9H&`UlesC2sPdldTf529=Pic=Uv)){_FTt@1OXpf5HB!zk7nnS5`C??Q?ya zUmTW;eeRn`X#Y40yDvO3zPFoEZc`Phiz|*0E`D#$$?kq2WWHRr&WFSku*XV*FYxxk z_4QlKOs0Y$5UFWji8KNa@wp5qjd;*Ecb*pVGXX))Y07ODY9Q@4)@nd64gH6|Fy(&e>}h9inN>le{?=;6GCUG}@oZSgU$8&wR~){TM?ag3h>CAKFo>+eY-LF2N4kdL(4)G*$~E+I5|LN@{i<`}q?1&s zRo)r!l#8eNIOho&rbK&vd-cG%RA+Ueo*(o$l1CkQf%8X6`kD1&A<&Y#Ue#*94vdnh znTE?sLw$2RZ?QKwF0;9&@S2_c@Ioq-SZt^n8CicBNUSFVgSD@WYp8P3>f_xke!6Rb z;A;FqWqw!mY~z>F_e2cPp&MSY-6a^Ese5F6W>Xuw?B-@%Cbte9D1A82Yt9dNYOw~# zw#K09Lfx|%853M0v2+*m|Mm<{BYO0!{ssG^{<-lDB-z`_P$LKNnJ;1W*j?YXojp50 z!V5jecOk+wa=?`_Rg#qt2IPnNAKVGUeM$LpHp|}&1oOkX*aY-(8KZAKal&OBGj9~V zIFzLW>1ijUKb`dl8m0quakz|;_6AIr4ts^*0L`8T7j8z_ZAS4bfLI(jv+qcqc4xmIdxM;KRATNH(7%@%-pvk|9rn8NHU2A34S&_YV1Lwq z=B##RTXHFiW=UdQ>-_-hx4Rd(-mMQ_8|2lW#i-@Pxy&v+Q!RkUM5hHg$0FeJHr=-F z7B4^(bc`6TU) zE7ax;z-~Xk=k}a1WXm-TiTAxg!3}jEGKHu?-P_3cG1F~?xgIMr-9-+C#fM3BPk5vJ zfRYKdM{Gdg>AP!seI(jkMtY`WxD)N*Ox+=RiW^e!k{3 zHc(2P593hymQlB&edGN5H0#{%x9#DKhpb6{JRHSm8 zyk_R;h^2slUBwhqIB@mb_3wv_@IPw*Tba@*hu;Qwo?sK;yWY@~iP0Ci_hkuoLyxY! zBZB~uoaxn_FUPft;g}rzmp=O#;4sQ^-Mrrm@D4`4n;|{`L86bJri3`bns%N20kImu zeOHw#TkI5cZdVxD&bc(BvV#JXRnq)6b--*A zxulIHft(qczvN6oIe67_JkHHO2Vq8g$Q+}*!QD}p(>=}*9<@{D9&~X4={23%HqEgk@RQ% z*90t$2(S1c`%@vuyk19O%6CrpmF#K(8uF8wpAW8<9es?pMzL zHfQ-`M!%o+x0l)bI-YVsw0%5<(jI=;aHDOW>#8RZno*0N=06GPwTR{*Dh1Zb@o28M zXCa#Uu6Fh(cS!medq}|omx0G#yYNP#HFT&6=-$7e0Fsp(vI~M7A$4`IU$NfOj95{6 zCPJICJ|MlOh|xj)_+>L<8LduUMOfT{1RiZLi#WM7BbLk|lFg01g0MgQfo0uH0vfqs z?{x7jJFE$BI!Pm$`Stk!F(cN``UfVPPw)ieGFIqKk8h>-!EQ-vlqbwLK;E$;bMZ~1 zK*M19sL(VAg5$p^v&Du2&oK?>c!t4GS=9Wk3+O+JkrobKOoTpRwJ>wRX(ATl~)bXVmWfHyGWOo(v zfI;%(%y!2ZG;5zJr`k&g`W>B!;n3x;`hUzQ^Rxb+3F8^|>*_OK*FfD(s-dT^`rr#; zUB$3#3i#`$yo$9x1rajG_CK>Rg~L@rB-E?rA=BcJAoUJYxc4~zJQpsbfbWw|<*5{F zsLd2Qx4!7tGcq`zEf(v(QjcD3FH8TheQ8F9@j}g!J>ey&_#wHq^G1AhjnI*QF zQWue?Zm4UCa+I@=2BrZYPPtLd4hWLO&cUel~LBbTK!J7Vk9h3b<8CI50R<#p-Vsy$@0P8{I3E~nSs)V zwnO;97PgtwQ109Re}5#J|E&LK!eyOP{H4QZOJR3fkiCdOD~M_o&UPFOg!sbje7BzE ziNM`yX*t3ZreM0Q;+(tZzn%!}s82_s^y8AKkNUQ;FTGzui#vm z4#8{Zyr%KX;SA;EWc|1WIBSO_G4B1(Bhn?_tuxe^9!1`v(*W_iWVrZ!T4O3;|ddHg^BX#x*q;sCW-{56y8bieJGQH;XsV#e;*U& zn#39GaoTqDNN;suf9(nr<OoT5mQC23x|FEmVj*7zjW-~Rf%}bPGLCwvazZ8!5XQ!gnd2dOuiIqXD$#Ln1et$kH z%9T?6gkao6M)`oj9)s#C?BV;5@6N?0pjfplr`3j*r=mPON88W+R2_|TrOB?r<(OR0 zYgt1f@dll_FGP69_e~Z zxbYYj9C7V3Y~HXu6{VtQ@UFJvQ&j9~j_KaIh6?X>6Q)e{pmb5RMNDbw@v_+R|6KZ+ zit_VTKT}cOj#X$>>)0cH)6!Mf_q@iKRB~9oIV#Yz)psUEZI`E_kP2)*(P8R^9B$vd ze5fE|$yas1N<|Uzmg#$5+=U7X8hZ^qzrB(8vxZ+;{#7c2@!rqSO_C$sF1B1aZVjeX22Co{Ba``*m3U@1>$d2bPz&XT_nL^#+&B2)}$E&jlLFf?d>)SK@t^P$32NSLa%EpZ@(+ zl>OvxDj(YJp*?De&!Wh`y^-`oYk131QGVR^Z{=U5qIek}YMwSbhx!^0Z;nV?o{F_O z^j=@|r4;n(0plT)%H^pje73Ll7SZG&`T7l?x4bg@WhzQj&sz246&9$WzF0(rZ)x%d zcCPZLW&3T>iQ7@_HCEkN0IP91*C~ILXphIZm;EDl<+&Z*p~Kp^H-;s1=_q5dnM0L4 za#|sX!o0vL)Nc}ND?jNhbJ`1032te*_>lN}{4dZj7VM&zANlWNqt=N)mhK^Sn~pD~ zqV(=<;WeTeMzuOS7&uz*f3I(G|9>|XrG2x^tA@xPY-fg3lFQJG?ISJm6j4H6$U>C! zLfx8Qr=s{~QIGFPG7J9a z9@Ss%Js(+(=SGdw=*4Mzs@e5X*nFusvwZXnj0CjUnl^CAtvyN*WAPM+PYT{o${1`7 zm+l7fzpFV8);w+>a;a6|xzUDeVN5}wcSh;z+hc~1SJqG<rfcC@hajZa|l!^e2KiB{oP31z0ln?@n?t#o}z*) zo=2j56%lh}`VPW#?@_CbR)i0Z0hoQUB(st$2gQqo^gCq@V?&4Th9zxS0~gIgBQvks zqs&t8cRnOvP?^8UKy2#rTof<$3J#1k2qjmJ=0ATMjhT~1?**G_s9TN22Sl>VZF_cp zqZ4})v^=h>Ocy@^)vnbtG6(Hp!$veZDyt4f&7n8z-9v#tGi8m-rL9mlHo7NwhMHfx%#3f!{L1uUBYLx2UpxbY?DRXp# zQR~sY+$`B`D7=+9!;E4NdVS8gR6nf`T|;}HM3fvrzKvS9x%MlN=zy59{#NiqHp(oEy9 zng^O0>qaJFFR5xXS09_)y4lhTIiuZ4Y^$ZOT8yijF)O>NJOLc=h4rQ*tDMqE@<3902H@v)DavX2K)vZmi<_S}tWDS3 zEbn6kPkc>kBtEA?yZYGkmyRxQSSg@Bza97e^e!FlQF0TgslZWsDNVs6q+H=S?1Q;D zCP6mbckcud!M*l((@@is@wUC62GCZPQhx2iXhiKHfBV$MLF6U3J-d3H35poJeK~!0 z2C2LZKdCUawgJNd!wfo5soBPU zs5Rm1_%HBK7VMAXPe>wJdQ~kRB}-L=y^6bvoe1k~%#9lZMn7GRoX>aT5Tj-#k#XG+AUR1q#Pes+naAapQ z%CvvYB)WKiPRex53hCrDk6FunL2pO4W%5?qp|T7*@u1=-s85Vmazuk3ZT5P8T;dBW z#B#|pej*M+JV&LYbUx8R40DpNNZz+u*aaTSg8fnd$Cqm_Udq0TG&pB{?ktK>hnQB zakAo$r?L^S93mg?8b1eD2r{tb{U-3SlLf!_jVf#o8oC|Ux(TYf`;^}f)5GS+#Kd!Z ztB~V(hpn#59OAADZ=W5PhDzlRCm3MTSOJ zl=D7A`BlS$bTo{pj-lbj6(TNBh`eQETOWozrcQO$n$W}0oE}}D((+uCTgI)rt%bR$ zD~;F4(zXgCd2HWy@6s@Q+!7mU^pH+&Mq2Mh@BUmE?n!Vtt8oVOy$qEKOg%wvjyJd~ zK@VmE+o~t1{Gco@C%PtXADDiD%#k~1faH2(&Jc$VgkJW{qg^KrgJSQ-OT4(DeLm#K z&9{7@WxVU;M1C`3bfXH}8A}GaU3Z@}5$B@DPZXZHYuCVVr_hM^TeGIzZP%p2zo5n#0eBHs_^q>0s}!f zLcNQ%4U^FYQvC*8-D#hV{)kKEPTS*6Ad^ zl#6maV*6BHi!h9r=@_(jyg-3F4mYMwP{HisQ#?;w^U*1pCSn#Ia*#^*D(^J+M)sX= zy!%twU~5l_L-)E!bWkNCaNuDlDrzo#8giH$5qEdy&^U^M{ig0(cCADt@QOKea2p$} zw_tEPKau+N{P+Lkq73+7A{61wMvgKJpLFx(ArEMx;6he-{>^({Ks##3ypiqz^u`((_<6ZPC5ulA*9Q$CEMQWo)bs|w=Vs3s zOx2)oQOO8-)0qUe2BNqyWY@{hB9@v zn}zK@qtksa@c8TO(amte2QpLSV0&(CEqUZ%qk=KeEr}ZJqAUo@`l@lC&IGypv5649j z=`(Ph@C55e3gfrtRG_NyhL1lPKS*{@#~Jj|1MPSXzU4@m5q^5}7@Os}d`B|jb{+N|)jV)@>r}eqx*oaK-_@}-a zqd^MP1ljiD!oWMv!ud`$0iC{h@P5cOHn>^$$kpiS@?4Y+B*R4lA3_l8hTz(;lte6* z-eJ#1q7ImERvGJ7Cy*l)JD8r}UJj}A<8ks)=b&#puO_LNH>}q^)O=fN&GNwDJ1dZ z6Fqf9Xo4M6y3vWIJXt#XD)%CD(T(qGFAO4`WUIDPR}(aGHJRS*g0hH_&z?rn;MXE>d2-K7t%M{*wP}3J>?k*sw|FN9M=Z}p zVU`+wKda_|z7&$oJL~#k-fXB*>_anXjUTt7vY3RR{fXf>iAo_XG>-j2`B`wtr5arI z&>hC_#n`P=+YgTA&tAKyT0??y1U1E31(3I&V%lr(2zPF(m|80?<)W~3xeT7F?L%n- z^qZPO&Mo1hIG1)LUcK9ddLz=Mj#DV1K~Cy)PQwl)!hc(TY|BzEiqPAar89+skbH(m z&mMRD6I?6*d|H+rdNqScFO6OQcK>(o75wd`o4J{cva^T%$&yFD$g%3ACWHaM&^zId$u3kfp*O}Z3{Tig7#9} zYaFy$%0(&NSbO%v86Ge$le8w*j6wK;cVftM=-}-Rjf69sf1Qh>Xj!e9QB?!aMDi0q zm*TF2*XtWq_N73#Zz|>CZKvSb;r!Ol!=~_VPK?qLUmiA-zPGw9XbMM7i+QM&w*be6 z;1`6^*6<jq7eiP1sBXz-!)JkuU-3$Ul=65gmDG|&dDui}+~ zb2%R?R74H}Z9!6HXpl5qx}jK6KWq+F+mF7Rla_|ip~PW35dvtGFcI%=oI(tQ8^r@| zK1EkJJG!^>ub?q?7TuKds_31aIM(40{@ zX_do6`Rhx$C`xk~#~6_g)EMbSDbR_6g0FB9{We43d@ERelwBAeJby_Xg-f}~rs}qp zO1>7k*DJ|QWYwaP#@_i7D;E^E{sF#>?ODW|H6Ps~B!{-#6IN66x`XcN+=_ctya^4M z8H)Ds*B}``V)q@Zw<9%=4nA3fLS$iRB%V$71?xDknLKfJHQ1>eZ=GA?ge04Yw3>Ma zk?pY25y2~-U(bJd@?~Gof4|uuPJlmiQEJ~GQDe?dhu4Z+2i6Rf0Xo)tGvd7k#LBQ? zt5p8;xF}orB~KjtFpAuxz3F_M;87N1Z5sR=9%W@3{MTLiXWnD;BIMUUsh~(I0r{r3b zuoXB8)oal;(I}gVH;p8J`H$n**p@UsRojfr2MCxL^Z)zcD3!XZr`xI2kZNP|JL!6Z zC2)+3Ot&m~pT9wtEVb2F&5F?F?m5~)tya{YSbNMipa{|JF)prcx{t^=Ww}^LUqqER zNNtbr>p@4)Qqdi}yA&p|+_~ac;V7y%G;7#|HIW0)poC6nGPZuBDPM9*5gO)HTvx=n zJRIemy5-GVW2R_TuW{AXv?F%Q;&HT;FeNZCM19`Pusj@P-}rQq_U%`wXh@1X=vpq4 zD0n$p`X-7&*Kp1k;kq%B+J85y3{vGvazQiH9ISsDx3d2ILdXia%Br9Z=}%SX!^uy z7*ngJxEv`ghi2GrdRTILVOv}n&ubccpjECe4{5@OvAry%YBtQL5m5mDX-hGp@5kQ) z6lB3J9&qW$Y(tXIrl9SKo{^RL%fnIbU3#@@mr)F&qCin>M`V5(j4K(`aw=aXy~Esy z>qLuLUD38!OMjFy_x*ad0L56ai@x{MxiM}l?~KZJnVvtiIT+i6k1^MTy+`>6?+c{1 zbfZ5T9K~o-p!_jmmZalc>}^)noM5&fRZ2oZ_2zOuDl3P-_uXzO{o z-y-deLVgpTmH%;Yl*HmUzSV~E$R+qj76*MS_N#D|_0<_$8LPDrO$ptdb(5w`?thfR z4c6V8YeE6WZwQM_e*J!C(bNB$((4$y>nCxaiw4fQ64rYBqsP8%@U8U)yV#e!9y8^J zYX}vFq;rgBs4mf;l{ogI4jV&Z(J5Wp;s1GXls2D|{#-+QbV@Q{d_h2lU>xm0!JaJE(l^rQR1?9y7fh|6*$UbZ2U8&6*$U2BFo*U>D#KoRkl-Z)y&`W}T=#$Rx-)JM~ghe}Vm~bFM;J+a{35UMGcbPhJ0`yu~E6n2UVWdqtGuBfbC<8KVENeo+F6+8N z8p|QLaQJR45uOhWh8)hXJG%?6U#s17jami_dk6M3?-qn^;zsXYsyP%LAEijsdIfF4 zJ1OS$@eOKAVk?l_AB@@zIG$_Fw;_^2rcB$ddyru0z}hok`jAYYCqpTL0UFSezgnA@ zi)56d952*-!c0GD@tS@igYjLT_Vt-NBVsx}#Z$SfK+g8{fX|w5pN1_UQ5NivF)%cI z#EDcV7|C2LmkP;@!w9$MYjSfNE^;J@p`OMSr= zidgQf5oFT?p6&XbZnDYHvWKT^a~3WxD7l_rHVy^~hl4kt>TAQOu{*m5n>H{@IN|9Q z<4`&hbr;lM&LOI2l2&5G=_vS;nB*C+F2oq$CBE~mFPfbc(I2erM8`)@c7NEQjRdT0 ze5-RuQNV-ey3`G(C^pmS<7f6##Ggn@@_=R@>t53rr>0B;%H+2t-^zKRp^qIKFAI@_ z?AsaQ{pXiQqc{qr%8N(h&?x@m+~ev=*t@qoPF!Y{OI5DmFd?`O0=s=* zfSV6+C?9&)U+fLfwb;t}?;Alb^9{UX9BCjCR~So6FagbWdcxc;w{X!S72~C8Yce*jZ3HRS+Aasw%e)(Y!~>5lFG)il1rkIcJ)b`xrc*@ zz57glJdX)VICH)4q0}r&v*hIEO0+>wchm=ezE_8M#72@j70A%dtpc*5c8pLvy-LEY z#}9o{N_aUmNC(N=B14N!=~iX(*6DhB;Q#J7-Rsz-+0 zjb3DSQP-yfhemnqc}|E;YZ7@Y5)P6`TO*kxZ&=R-d_lcLL&57`+o3j}&;IsrpP=!B zMW2urJ#xkBs@8}QkPgg3bxHuQDW;E<<2)U=V#;P0N-F%#HaW`*r2HyGnV54%v&Fo z3^eG0*tIN!u<9U~ZHqPDWNrks8T;<-=Zy#IUHd(lkDI^>8 zpovq{^l+Qw%9R5;Rp>ejCD9C@L)9J^W1nJ5Gk#p35&!x%WOdua~pd zK4+i(U7xkSd!O(5p1t4OUby1MIFeBq>Cm4rZMD*zn+H#r%xRf(vp;ABl(=qK01A zMO*SIlKHqz^&~i{h_^s~u z(I}hWpAf*Ox{C~_j#)^Yd4$|}G^#{t}Bc1DYPL~UC zyr-z^v1pW!ZJX|3x^}~c2%oWGoi21iurV-ghyq?c-7gVaQ;MXey7)A&kO9Fiy(_*q ze35%ykzo5aCJ<)He07*E7PSg~@Zf3fLx(>&Oeh7hqKitMsWIi;pb>wlIl(0fP4K@n zdQG$yoC7XIi5&Sp8YT3Wd7N2r85(h}lNfh+h>K0y>Wx@OXBRi|@I7ZSNEI zVmMA@$8qsh6zI&otm>=sf^%G%Gf9Yj! zofH&7VBm^gh!ZQAveA5GFrk5cwvLA?2e^UBGLFIHWgA*AB9p7NgB-To&sjKaxrO}w zp7kj46T@{@rA%#eZ&a8x&Hb^I0ete`;-#`hBa`S`G1EQ0h-H2M0=^>)ifPGwm~f33 zs+op3@tso81xu^?eoF=jqmY75hqL@y14Pw17_#Dm@R4jL7T`1 zAzhRyIhTT1{1v%qhZ%1P$b}7w>axZ_`QqiJQ{7&`n`PAzA#eMdi|N32_|&oSWXT-Lh|qL zKNE>t2bSHMk^@*&*h0Ye5~ZZiXqSK{pL~HP>gMyd@Misc<&h&Vp3bl83Lz~-B z(bR$5#b;a5_E#S+7Z>tC*SLwV_Pb<68DDz^rWa?6fU_%$vWv@kopswP>BMxn;f zkD1v$fy(!8Y)+vyK!V)N%_Z^+DBCnidhbRXq)VP`=jG9ayvQ4mn=ViwwTxF@XOy_X zJ`HbB>|`=(Ny;y9dB6Z?tR9~i?q9Bdugwtr)e@EN<|Vq3Y-kT$M3&$$7?rId1bqBm|QbTtutDw`WfL%m_<0fqHK#0hvx)mD1J z(gEfS#toj=%K`uEBAO^0H#oZY=zLY^S~N=JR3lYU)jV>X71tHEytW37VuHv0>}q8% zYRJ1#c)a5XdYmqFjQ{F5I^C+6g6oDwqloPE^;N4wn!bbS96m%SwWDG&U4;i?M&7Z# z)j5X@mCkNslxG6G55oRzn{vK<{{8>ZC_8lf(uk9MP+5W6!w)Z_Ft@ZH3oq7m3KGDVF>a2n87gdOkB-Nnp5AHepbQ7RNx&&&H z&pZ%qO2;Qul!}bq${J4uvp~AsjK!xb-$$dozCmzjQo#X9zo$_2!lF^+C~G~|ziS3P z((J-cs}Hb0)N^q=dl_8Px7jkziEVr0;*mYLVF0o^E;De!57`dT!~ z;XNXci(9xr$ls_eZYUYOPp2^x*4_pg=j#*V37640D@c?TyVCdnVSkNA2{+3*VK>|e z8l>;5eK@BeSDgB+gZd3%x_QyRYAzquXNu(XR;IeU-%kbG~*% zdy)lEv6o)aD)@0U%B=}vsyoLXA=dumxC~ShD9lCf)CQ#{M3@&^XtlH!jq={2xG}Jk z0r(j6txvK1I2vW|qA#tuqXDX%^S_Ee;)s#%T{`BIQ3Zb6xq26CUcrle%;H_MSeTq~ zExVL#10M~NuS70rLVA;WdG!uqSZEoOX6Dy}`t7x3@1uoapKfmWkr@+snObuGz`lP! z8l^)-uk4cuHSFx$*LA7=_oGoBrH8mK#*{&Suv?glW+xDukZTtx2g1bG_2WZrYtbm> ziEWDfZ?!<>8vmifmObF3g~xCI-T)5V*xhyc%#Wi{UW?Kh`fygFdoq*ldz#jwQLb!@ zKJuZi1l4zKIvK6BglXa$aG?$+ha1d6j4?ZYKN^LZGvVDL;Vn?xs<7v%+EcKtx}_wE zMWfJ6b)1#_4KxZJ$9@rzR|m3af_vpyUe64EMp@!M?~;y; zqv@f2QkoBbKN>~%e1NyjxG9tfCp)Vt{Q1x*gbs_R^50FN4*d}ax(h$iD8B=Z5=Q2$>}slWS=$9 zK*JS)`N>52YkeO6WTO1Odi`XgP@9C`;6=*(xcV>5(RYs*zc1T=zIXp*qWol{{A8m1 zWTO1}j!Zuz`Xe&%lZo<2Wc_EGe^ds(JsJGVMED95<>y5BA61e+rrrNGD$2F)qYHU8 zMkrN~*#WP<`s)`PPFT+Fie1gMy*tZgjsQNiu1nR;u z+kgl;n^gz8Y)a0u^=8J`s|#1(@3?)@EJa`tkrttle4~;zudlB8pYh_de~gM!u1k<6 zTq2BGM6&%C{Qvq?l!A@Kwb8suXba!0+sEm-uk~kxzL6a+_xGtNA{`n2iEa@L^=*2wb;p)3Q zW{)g}a&|}R4Pg3P&+WDr6htE8xdCd2={=&h$XA&dH7pNc|)Q(40r7mKjB=)F$#Zsn@@ z6&l2fUDcmRYA$Y+e;GBU97@!0T1!P)(v>y0>KR6{d_f~<{T=j2Q&G}dZK+Ngsi7Bc zdkd*Z<9|05WqY`DqW`iDF-!e!2{irC4en%`EADu?&UO^Q!Vt+p>O5kF&6U&Vg z$WFg(+vMf7RFv{@dX9sFUMfo6!L*Wj95obd7?wyyWw>VhHg7i;m)!0_8uOU??Tdf> z`1aRX{dZGQPH$^*jl`Wn0~$)#xw-!-rQI{x3gJnYAWJ95YpRaWs-koR={q@sv4vM1QPAcJlk#{HNLEBS}7d0w%< zq&@1!Pb$hAPBxVLLHW|~M_9A}|B|SG()me6`6mz84Zf{vcHR`vSPpOx?zWQ`*Iu! zL4KmQRCnhlV92QM3LW732yFbB)IrpY;zUloFRBUCKw(p>mKU!Z^lOYXlU;Fzt`KKc zGA2zJBu{24mOKvzM≶H*J8n7`>D<3xN+~!C_u{Yq==IIXV|6K7K-sA+`tZlda{V zq-}btPl4s4C_K3$^9jpEDS9vyD}m*rutts%Fk!hU@6O2Wm%uMW&G2*=-ohsgI^a21 zBTfOX1p!3|Fka}bj=WYl3o#s8FHSWZ@_jCfTeECkV{jBQwQi16hg3}SHZZ>LGYbT# zM)-Pj=*8IwIgMU?%7o)fTg@F^eBiv=nNY%8-q7T6djD*>4s2c&JC(tF9Slsy7dv8H z;D%0&Yyf2vj9G2)VByjS`=O>2nT!U&IzgX;Wl6bW-#Bs^9x_bi)JLz|%%%?tE}-OuTh)V6R!H)7=!t}e2k7Lp z3-pePL`XH~j<<<5Ej%BkC$|~!L)&nUso9KBK@OdE`035x=c3@q*YHthC87P^4DLtn zUd5Gv`~$jBcCX1=%mR6h2615Amr$DvYiv)8 zEo!Hr%_r+@K^ULma4&sobXY0t6tyn{%p^2>)fxq(hlc{H0{2n_-E&K+6N}6GS9mBZ z_S^nXwG=IRVc{zJD9ZA-*1Zs;mnIm#u5JpRa#lKVaMFrzXwgu7jOC&XkJ#Z*r33=8 zXG68=Wp{{Z;NS$9--6W*mV?ST@j!N9Bk-&KqmWwicywk%iAQa4td@A_z zJ-`>gypym@6MRYbJ-a022c9MCZf`C<3S0tQb91wya9Ev9KSWF&wk>gRjqeb`UPnJ& zK<>=~%J`;_^zk`B)BV1_``u;~K6K+OloP=bJ-l0kq=o2t)|u;VyYWDST02LN&=pO8 zrVE#tpoYZ^VeV1m5VTZw`yKyMCo&A~P(U<{Na`&CCH{5}&`wO-H%}ag0<0VRsH!R@-SGQd6f?#=ha-%4(Z%AUm@)T981FRYr0X1GppLu!I{S7Caf!Jc-3;HGFdUZR zfB9?#cvy@Ux?6a`WBX5h;#Ar&b}V$N&c+)KyW6$thN#1bTBow>&i){~OP?j_kurEx zl$0zbaKXbN9%lV48W`P#Lp1w#H$2FJ>0;|HRJ2>;VElUuu=javKG0B#h_-1iI%JSR zcP<%0P=POMd%~=Bdpi?|^?6pNW4S1wx@v@tpZ6h8cQ^K{{;cS2qG_#M4L9uQ=GS}a zk%XFpv^oXIw}NY!RELw+_qizL>l7A^1Iv)uN2Q7-`-d3X;IO7(jS(e2EVytX%`C*s4FcyZ9$_3<2S2oKR@+> ziSf;$do&e+RqtgAzC9~AQRbwPW4S2V1u5?OST2gd)5B!mST2gyoJDF10XdwVFeWbO zyNQg(lhr*1iD6MoFoE8}8=da++;ILb1Hd5fnQiRRh%;+Zc;Hnpa$&e~Am}s;B4cDU z_>hgg9(SL|V|-2V&fDkWFjwo9U1iVen_w4rqdnRu=emDlj^uZ09Nv;qRrnDty zS{dTxTRz#Cdqd#-8-IM?wOkb1XuiY#JWQY`${*~2<)YjRdsr*$w+?n&nDI`3zK+(h zZq)3H`;5pO3u_WO?a)0O*T8c`B%p24{?-Z0MWK=6(VC!aL$>Q^B;K}cMRP~hXN`(^ zKy(Ac9m?rsq!eBI{KytMsLmWzA$$3KE=t3mB_F}W3uuzTW5V!7HinX;Vs{z+E2xus z`i6o6U;Ls|Y6ZSfDfnv}mY*?*15sH@_I*lTP-7fNJ+k2#c=OMt-8*v{1oKqLxg(Te z(l{NboY50h`A?o(PrH_jA~!i%*iJwOZ#F82sgSPaqIevub=BE9fzF-OPnD!GK$afn z{KQx;3g_1TJRU3;g+t;!ON3Vwayd%0gX|LpdbZHS)-KNttVP*9Lb}PwOW`edPAvnJ z?j-aReD!@U%J{{z`F#}OD9^qwyrMJ(V>`}9eu}9ZR4Q6p@K4~1Z$(=~q*KdbGUnR0 zWGok@^NmERT(~!U)OC3^AA15C%s+cfSUUi_MLh4+LpfmEl2Mms=?3}k*Jb8|)^bq_ zn;KQ@ROgX&TL%46oV8pOvuAfk4r0eYEKg2uGQe_C9_Ywa&|tYJq2q=MOjs_8qT`AE zH7a$;$V;qXuQw5@%DVopR*eS^o6i(Z=$=Ezb7vb8a{Vs%D}DuVV;j>&T!@h*`wj$ALpW!T`TlGTF{1wHBBF0Tu?+( zoT?rp*8Pa;fyfBH_gXGWP2zL6eTzIW>B9oVhf_MtE_|PhGNJ)D zc?=y;UtO@!dm}&0qcpu2{*%qX^ql$5DeDj5JNJ?EI7b;+WQh;twwwk08P;&7S7%`8 z)|nZ)<62PBMHb{-YynP3L(PgWNCN537(07UM=*@LD#i0J;G%f#U^Vg!=|&v{1S0Im z)^btq=P+H~@q`P845eNA`;yVXxdRXEb+_SOl zr46Loy_O>K`S){CdhTo7ow~#d4Od*vju~LNXy^3vB%7$<+K1@;N6J6WMUkAI<=Fka z7FdO>$?vs{fM8EjSibpXh?&sOP}1~-b=HrDpJTZw?%YjginwdJC~jFd*$vNIz(C_I z+SHpr&P8dFjos?2`3P;?CT8}L^7~vAi4%NNq%Rl%PxRptKF$b~J~$fk$%+tU;|)3k zjT66o|MPm#1pgTGuGoM0D}SsRK29cf2H3MmEOrbHJ7SWrQSQvku7c4MXXym$U%`?n zb5qf&SV&NOA2^a^1Dr3WPpZsmLX&HlycLHqO!FB&zAC5(MLH$xiQXSB1?j38nC@0hiHD}&v!6;jwUICVi^6L8a8{D%7V6eY3@r=j6 zpNq0cBCe(#NDj=ioDmcp|9URUqM_~eqPuRu9GwW}xteg@Qf!DRM;3TT6)w7w?}R^^ zi(=0>%eocIMVT_M|4;mQFoZ52jw((wT$ zH0`*Sx)&S=w(9uE5`n_8Qod98Vi0df@I0>!9}K6iWX%$EAQ|iTsAx)LN{W4+Qyxbi7yFMRPmBF03)?6wtFN!25f`>zMN%p*4EM+p?1LKi zVWTFuoRNb)*3tgz;7gs-x3;&o!aikUauEAAtfL{Z>}=5fvb;fa`DqiA)d(&1#>m$*!=ObJY_9lr$fk6>`*sZ4ET;LvhHW#H7ZBadV1XzDDF;~!`0 z8W^XFjeea%B`$W!Cs+c9=9ldMZJnP~l>e^M|D>Y)q@w%?6~)~-fU!S!7uq#Lm6L1o z`%ebxH&fY0t&)vchVV=aNKdW#nEQ9{Z4C()xj+Z~_Zul%?VU)x==zl3pn zOXyYH`^qRHudrv5bL}m{ep&Gka<-;R@>q4Kp`e98)5!}Zn1;<+4kvO1kdtRUU1f>u zioRc>V>_YgH1FkvcGBtR46{97^ZG9fi2)P#86mnYE9iGPlYLU*5r(|)5P8hL$;^Q?pa-;Rnxf4%M& zvxoySq3;(%?7lyo?|*gu|2^BA{CXT(v8$~(>^-6*-f{x9$Q`P!AG7((>Hp`bFspih z?J02wG5b&LL&pnFPp^|v{LAV8wVvNzUa9+vU0sV(V@jA|!!A@isQe*j`tL_Yk!^G_ zj1i+lruy8M_h+#Gm)3u^-oN%{H(x(JIz)nAG3()5Ow<4E^i%3bHtpU=i|SsLFJKBe z*67F0+-<%tpaC^m%E^lw*iBl zw|+Sp{MTjwx%@Q)FIj~e%5#5GVSaXqmV%}L_lYRn8bL8H=8?XY0 zU16cD*wqNxPmx))@bjb1TJc8L0;Dk8XSY^oyJPQS$Nl7dU#SqxmEEN)^le9Sjb)D{ zlGhFckG|NuS?^vSQoV~g=jKqjCO@k!{b#%%WunAOvD8sL5=6}c>t5lSO0O9P=i^=L zCDQCh4{mSi%Q%*|Mql4y-aO%jengN*vgOK|+eo=(Q(MZyGsNzPq)D;Y+W)&%rgG&J7I(z3g?RI(2CSv zqyI;lC=*U)swr3d5!WW%N9&$s{;+;i{86S|Ca2IN(d#vSI|tUpvl{ubC!eEI%fPLI z99YNs)x*zY@IJ{^=Y|)fzL3r(%6E)k+h>90wO8!&(mx*e^uFGSB=nKRxbVfPqYjt? z(}Fb$CFtB=RFN;_;3Q!u*H>Mp|v{$34)?Y=8t)v`^TlW&B<9n)rByg9?ZJwNUkqoW{AzN{r65|EyPC z0UFn>wwBG=@>M?rEVsO3SK}b$c&*Xt7>_twncolGy1Hij4@#G^-^sP0?QsI{YYo=+ z=ko?KiKTq)XjJY973ui`G-aK-{{c=D+I0qh@b-A}57%GObegbC!4O?@8o&Rfx&x!W zgX3_zkqbIx`{C?)#^E(g6o*dl29BXKh(XDw<|NJ#hBnKKjq64Nx|zb(+I(Q?tDY4W z%8FgpkI{~Ns1ke$iSpy%w6zzk(SMg;#P(Ck0E&tgEpU>se=n2n( zs~L&Km@LC`S<@}vNV40}pyl)==5P(km1u5pG|!Oleu~KpBj!STPDR%pt#@^4popBr zyfkB1JiZu1q@>v8D5#=F8oS+T1TsT1&rvF*HqL`tN)yEqFmwBfB!n8k+?-)r$h z!uqdJ6wMBstbj4}-ad+3@^sl6CJGCgUsO|73nIuRa`OyMM-!7K&uOsx-|-gSJy93E z*5qro<=^&nTFqWJB9b=eJ8lOs-X%3@MdlS;k z`cTaL$tqTH)i6Y2QfwaX_W@JUxGSP>Gz%v5B zU)+--6NH}9_o{_%CjA=k7Fcd^#jds=MbLUPK*eX>x zYk!4sr6l^MLi-T8!+fDzKnXIfXy)W1OGIAk_@gy65^M6Yy5)b3_xSiJJDj>Bh|ZK< zlxLxI&Hlo)rFX+?RyXw6gRN%Wx?zm{xk(bIbtllZ*4KV~;zeKAU+MQNb~Uy%GNMbk zrYF$0LtWEB8|>F?U%PoGRM&MBot7$^ImuH0T_%dyMArkalXp==X|~_1xsV^u&yO-u z^inUQx$1oX{MzyFY9{|2p1b=8It;G0=6^gBrDA5C6Q_#> zk`Gx3KIqZ$!%UO}>4Vw0_xGb07I!|sSX}!v*m=8Ks-_wZsOZC!SKGH_ppBaiUK$@N zK)o+rBSbHm{&4?Z&HTT|fQS|XwyN`-S^H5#v+RK87Ihcb1Tl^`A- zAD=g|^mR7)Xo4#9>eMMEfCrw844RC?~ zsf?V69n!dvt43qDh%|ZLgchT~FJm+>zD4*)YF6yGX*%*jA~ky{2%T?}#+S&A#e`P+ z$@N^BgI%0^XfRpZ#2qc|Kh?ZH2id2J{M;7oKv~Yqof2aQdFK2VFSH(pr;2aqTUf%O zU@M=eX_+3#oVj~8L$m2pNPVq@y=qG zM+hRkS@Ndzcml?v=Ut>A&PO=2ON}g{lR+Gf&Qe{9xdLPJn(O8QT*0cVisW{)F@&}%q^&$cP>sNxiR8i+sW7>U7 z?@&nA=|j3#^pUEwOjX+bJ4k|klJ7|NC(NTUjG^}EW+1#Eali1fCz{~NZ?)S<1gB%g zBtpkyzSN(|c4ubjgCKuIc9Jtw_hJiM6v0y+UQ6xKKSXA zXI5w?+>tc0HsJJuNWC)*Z_~WtSfPm2^*cJ?kwQOQzx_IRs+x~a2D!l19eVq#-<<_b zJS9o3qbI?KEtK=%Lw(p3+SByW67fR@-6 z1NQ8qg^fFXPe#W3ArgPLL+u}_uvaiX)70x&o`VGQk6-k!*l+dE4lP_VBS=If-aVb6 z7t=6=Ww@<|b<@C1c`>U!Wvlquv}u#y$sBN`wocfx-4D1QCN$)jy2C5cgt|P^qmbcM zcSq}S5@1-E{mzJ4LWr?Q+LMt>pxh__iLv<_pZsnMKiNa&d%dYFPZ?Bzos^1Q7t%;OP}0k5uls)F@P3L@G=>mUe7jMBRQl0z+1|$akX8 z&6x=w6gCK3)ogP^vn^Hz(pVyjgw*Td%009w;=K`V#akvYTi_HTHH|=QXEGWl?@ju9@x53ZX}*_2(mi=loBIfnoxS{%Q{ zJ{D=|js=;mr-f)enaetNFMZknm1C#A^#2w6ZU0|Tk9cP1U50`;%8@X=dx&Ys(`Pi% z8iV2q?TB;xDa7Aa9Og0+y9u?jbw;(U5fENN&!3^<1We3__ zjCri8N&#YFffGUWrAYabN40e|DeSFwtZUxji(2>7Y?wN-9nNKETq?_nK}9+@*bL6} zp;vX!=^rt$BA;Vf(aNW|Vc27^cnLQN1*>Ya1=4MWvuW{4z9+sa zy1$hE5TjDJ>2j&<2t>D~xsEfFi(fqDMK{rN3o;-yg5^pSXd5JQ;H7%Oxx)Oe&Twte zHY(IUb;SdsI$}>pNveS${&^0OE+3fdY;j95Rs^Z%pF|t!7+|hJ)q&*FMzCpRy_3_z z10M1RX$h{kqxX@f59YUT1_dqY)^yWii*^bWkaW%=Huw zIEl1Q#w$3W_;rg%D`LrDww67x-_Zwc)a9PM(bt9y?B|~E_M=1fIJ*Q!YI$JqW&C|l zMw5|4@FJU#D;>;i%7sFzW&KQ%Z@%bXvES<7<2br>Dd8fDr3y(8pgX}k^nJNiRTO~=B*HH(*Q3SJ;;`b1xm09WNcB8s@#Jm$ET>_ zX7pqRBNb|rxpswZH#c0xxf|flk&FT#DDt{%)5Dd^v6~s@m-YAB41LkRV!ze@;$&c; z0B#hb7rM|wcJMrAiF+?&p+PrfIQfti#o~&eWE#JHuIVmpny;7IGjSFe1YGDJQ+h-6 zerk$_#^Zp)$(L~0(*e@kINc7k%0VWEWGN)X4W7$qjbDwH0hSk&`d!J?pc5(}FXl-I z#oSA#W73PLw9U?{1UsiV+CCFg?B0%C-SY1!eDFr9^mrI0(?0ZG_@(z9Pj$48(AIG) z(ImPnfis|CY=Fj+Ld4?(>QHe9HFHij5xT>YCU}^E2ZRcww0BTM@l)H;A*D3JbJ* zSHkWwPVvo_DcEtANAc5AED^?m)<*2(3AiU6pvoj+3mu0p6}Nd}FU5U|%Bj0~ zjR%USUxgE!rlQlLTUcV5SwLScWrkEe|I7ZbXZGrg{uTSJeir!=H@)Xhs682<`JP_@ zrb4n7PeHQ<`ulm}aKKHxxM0h9cIkkb}m3|7ApeR|!Znzz23}ebkc$d#fg2b0! z^sm@&^^@+s64+yEi*U=X2H!jCgBhP<0UD2l zvL`qB6i+(9796%B+E7(+O{Lhtb;|@^8CIj0wg9(J>=ee6wFMF*wuML52%aV!b!Eig z2-6d-R^;6uQFdOdd3)LrO3%Mkdfw$MvU*p|ZM!!U`Qe|_Xk`<*2-lz-YIN=U^O6Iy*ELol%poGDW; z8&bUmn~SgO3+JxD#qekqmkr*a;b&u<{LT1Kta&m*Ym(fla}!0#}J4w6TlhcANKOBp&dFUdf%9taW(-P}Pd3~}AOdS%9@&{WjOBy&{=_+Jl(Di?o7zC$@S0ncX4&KO3@Z+FV=!^97M-D_EZ`}0}e!4iEncQQOwzqHy$kO!Qb*JPj5x^ zvi_<1<@$fM-|GKBRaGm$Ngv_49hvtju*Hl}C1uSPmch{ubD444F0dfK@sW6hR>ZbWBO}?OPK6I+3w^?a!3-W z)EO-FLA1_2Jn{!-k?N^DSw0p2FZyww-20;c7yC^D4w$E?UBOpDFT~!Hj5_IKrbTqi zY4#O^kvQQMi-*k+P-g7wdl^+5IS(=U*T5dRFkvXK?qz)&{ zYDdqF@Iu0n=6mfH9azs_;GGc7v)t}C?ZsUSkExJ&fEG=}^lh?SQNoUg>x6C2BDUPc z*!G>`Xjh74_T%6R+&Lkqty5VxI;OjXU5_gy5Sh3&4W7)#!Ip`{grdnQX zz?+uC*ttI<>1N4>MAmV^H(T$4VEZ+acbt|Wf57NgKyS zq}wrdmqbx{xjx^-QxM>nzV22Y8mTW2WPQVqG{Q?3j9(O^?scSb!Crib5BpvA zWm*I+IxrM%lorH~ar#77zgy)j_&G*o+Yej=o4fP&bsQ?doDyiay^RO7sLbZL)48EV zmGVtm771)Q(tAAETnvl{1q|!;C}2~Hx$iz22}n~}@B7>jJI?z-BFgkdI-Y^37&Pl1 zJwyDG0J-G{-y?9njJ672^$2~m1@Xtp2i4>yp-UqIlxK{3G0|hk$L@)DBTH%y7GgqW z)I-apWHl|B&-*CdiL6QFdxZWk!lvA)8~8s5_!z zMgRXAed%q>rO`eUB!sVVUcB1vyX*h28~T&HKvg*5Gb^Eh;-Zqq-c)6NSC98+wHwNl zj!4+<`U00&z~7FEg67zSP50QNl+TmKa`8Uj&DWo#%)f;3&oMz(SQsnzm$%~#xOg1$ z&(}mGL_{gJ8D@Vu{i{m;Z(jQLh|GnW1L(eofQRpb(toM`mAbFk)m+_YwI8u(*ok&s z>~irE+W%jwe^u|VJp#?Al;&fUD6HvRY*GQ!-%dZK=H@1@Dr#ht;O-xNkM(b-zlkFU zchQm@$)0%U(*I^{{r}sUC_kAXzdj=TT>d*};3pI1?_B-ApY}Bq;VVp(pA+GKug)Oy z;S;-CI};kb+J3{QcJCT0%J;JIM^jPidy9?xI;D{~gXl-`&eR{KqS(8$T;>Si!=90% z>gMrUVht6AZ9s&a&8h=kHYI1-dUNenp?`HMO1UmUnsA9QY7xoyU+|Y%^F_e_<<7Us z7B7(Pw)-J1@aLzZY;ZlJeN8?Qkqa0#CGyUF)w4oFS+T3VI^THD?33oh2zyp_R1?2Kn zF5X5X31{W;uy=r8-YN_HPrJPIk4HV>Q^2k+zJM6ap;k5WFeLE_i7}+?Pcv$eac>K zi)Q7h(?~2j*TlDlGozlC`WVvg-fUs{tP-rP=Wlvx>u|h>)faR^P*wwZ+ zq;KTj_$dMT#j@qfMOymdzjV{!Dkz+P-oSF-SZhen1?)EeV51Vk;PEX?nu3XHB=O_^P>32e9s_ZskRq> z3xk+Brinx5tO;nouUBYV_w!dhD>Rf9yBfzn)+;Z1I4&b8ox5oZ*n6a|zOw8!U$tL% z+2|b#)k+m#;Hz9yPcw>B_`7VMqlo7h2=aTgkruJrp*LOkk<#Im=P|@lYu5iB73J6M z|0oqj`i92U;|{UN;i@b@+2q!*?XS=vR_tmkCe_En{rxYa{bekpQMmtot%Y(ybu|eSo_5Wg750zAur|Bu{{c%EA}i_6S}mPiXxw#s5|op z?VrhRX?Cw!qvzLD6k-YU>R$fq=z7fQMf<0EYu5j5)&Kjmzow$R5D|Xa7~PLKn0Y$Y zWuonXh9v8pL8=$J_L{teDrpSkM(}{Ql-?EXk3Z#)J z1h(y)m)RP!hKi!2Mk93K-Y`1I&?2<`=Dj~16(wP@6tDZOBkDcFGhk!gi_!VO`RanB z9eRfE&#|=c)mQy1{eH!+>PG?g=P6Q;BNHpBh??QGaCl5VvGz{cD9YpGbPTl!PH!*KjHL9{OMMx0Jmz4euuv1NCNSsWT_z~e8QtS-aRi6F~)uh~}Xd>GJ4m23Xy*i_)l?W%AJdXst z&Jf9+a&P_ar)Jkx>5Mut1LVPTnAMJ<4MWCh%b26#j>No_MB5HcVkoQLz_hm;+MO<@ zoqTf~@X=@nGs4IBdV;|owGF;;4;Q5U zZu?Wxb`G^ZK}g~{o=TKu3`VPk(Ic&I9!P=)HMj_w#FaljDjpI|fRg>{E{+Qp@VIT7 z@dkwr^y6|?#Yh~28RfSRq7DVa5FWE(L)Zz3=^K5G+u;H1nfu6|k;=d(|M=INKJI}C z`gnmdQ!Y5C!SI3a#RB?dL1^`n_8J=hJZ;P)(TT{fm(;(y>4oT|oONrxpP{F;3ITK* z4sz>j5$r=yeHxKaNXG* zL_Tmi?e;z5OLFkxMq+&Xv=Fd+;f~c}ua9SK+7-lnV*zz@aMqvoNJC;cPPcQSi8;C+W|Ipf@-+_i(!sFw*k5 z23ag0Ay`{Y{}3soxZWdY97*OhFpr%$CUV#fCf09kqbzX+#_CaP46i0Ujpfc&v_B8W zPJRZa$2Q=2Wl^0YA_RC8?lLjDtHI24`vT!EHHeo_;QLU02#h`vNoOU0LYLF3gp)(B zqjT&7(k{>Y5E)1D)zdV7$cvRs7KHmyw$j!sXYZ*Y+*qEQJ`bl*A`j(3u_5e!5*cv7 zdS@B(E@cp#WnaWJ$K}zus!;$5l~=_>B`?%@Zj=$%l^8x9(i9$Qj{VaAS9mBZ_S^c) zyspX~NQ^>^cd3)53{o-Op-CPJfwQnN_p*v_9=&+5@Fw2z^;s~si~H4^GgvN4!CpF_ z2i_2X6K@>Ys{=a=N%GXUU56l|*mACD7ohC2sf-s(f?Y0qM*5}nLC(R=1XtVu$ZJe! z%EOLAVz*+wP}FBM-91>asp2{sPjF)CZ5+k2l|PsbUyemK#90CUx5m+jpvbW88}t!z z*TPVS&I01s4dJtSV}*Jww~>n1KR_&%4+rNYh>*kH+hZD@v=GtojD62XKSauTucvv2 z3g-A-ZUmAo&qA*7P*&`>`rnr|%jq;Fp`lUh$_Fp5Vs45Bv6|hThAaE54-xro6+hzP z+$G+c16<}i=07_5LF?(A5@#>EL)g04yQa8~0_MXFCp!K_7{uLUHsWFqCY&_Xb(EK( zYA#PFnZgW|9sTXeVzi;qy_k!^LLL@T)-m%N8{uiXEk=o~00|bK6Ax4#LD4Q1g~mfs z*nWOpG*kNn%4DE_$0KWjL~}%0;zE~@{Zdb`{6kwb6Kt{7_+tx-jgTR+@TNv5ZgaX? z<}*OUPTi?Kk6`qc211M|s3A$4;)Oux_qiyxRgCj_Sbjk8<_GL|;tMg;b|tAK52j%K zg;uu;4qEXFH;ilv@eRQ2D$BG_+H6WFw}J4=g$frY9u&sIwZ z@bdQWxVMxDO;tI<8`Sh+_^vD0;}&_qb9`<*q$&tUQ*5eL^l9Mcy?)BE+(+`fcnCC}HGOD-bC-8Vnozi5l@P9M8(m`VUvj_$*9ug;*Wp;Vdq$DgAO zH*Cv^MQPEK8+Gdqq?zHWmyMe`dn9VPsYRHVOAY0i-SHO_zt2Uv!*~CY3t1{gR;A|xPIM-4g8t!Uvez5X~*}YcooVCiZeQOR* zwG&5t2-qk~s>MA!8vzLWxR-GR4oibv-&c-@9}Fp7T7< zdCqto>2H?5Y!4h+-vhXo#JCf*LUkd0W0Vs*WQ-q)PEvH+)o8tIS=~+o#$wbXdnYpcW`LPScrg|rJ77zyN2LYifZw+Asd8u`Iwxk zSx?NXmgbCE}#R_;f_jGnAlHj zyoRJ>Xs2SLq74<9B;k82;>7)>D4$XPPCb7V`nI^U%KnuP8gqHSe2hmI)fcBvymPpK zN+-p2ar;$~0AYt1v868(Zi`vexu}Fl6>Xg=bJ)pRg!4^7>W>@9kfP`dgOMs9*mg!$ znr7hzXb2tgBYr>+!-X{08H)JOxL*@3(MlqWRy|`0-L?zyh`qd%-+F8P{P#Otlu?=b zFQ(ba@Nw(x5xk}x%+su$w>wB-79Q31)P?>~H1fCD{t5kJIX zNs9`c_sHm`Y(r5EV;VW_<>2a$M^~vZ3}@Jf*baOR0qX|aG%BJ`Yu7~@%YDSgFwXs^ zgNSMg`lv?fW_#_{Mq^oT)2OyV|CdjBkD96B;0XnaaVcJuI@9tfODz$CE03Ih`IG^b z4WD<}{$V};SRM-2{+R#C6P*|LdtHW!URP}|^=lZ$LpBpOTVJ8$IZk(4Rq!MapF~Y3 zE2@!gX;tj~x_DGL`*3Ugd0%vaEA#n?;o9}?cAJbZF3xC?878#5kD9YthgeHzkcGu~!3fOm&Ev4u6EFl>_y`7$a~9mbDLYcnp?7>5mF;l0q6aEs3`g z9}4$6diT0*65QbQYz{MLK@A3`-Ku-nxfs94Mfqa+{?Y?~KS)%%q^y=2fe|t_@OU87 zgKB~Us;1NkBxBCZ7oJJ3L3Ua!40}tip)~-?^Wz1+C_(x2*4qU7$iqvD>6@Md+L9G_ z%kQ2XvS}7H#dw@Yub5_^9Zr%#^FDD|xW~y6MP`T1nFlz?|3qzcl>K`!WIXIYzsAMj zRHN;>tI-IK8N_1tC!B#2w~vgDzZ;AcN%X&}r~pCePR=m;H}H+Oxq4vBDIlXGBjHP^ z16h}y>JNrU;DT+u#RqzRw9AmVv$yv;9AFk`XK`RdDHc*FJ9B;163auu+8^_8-P$Yv zc-RTPl8@DW{Nj(nbz#^#-qV4!Jw}IaD}F_taq}61Un&sX*Ewa99fw?Vq%U0<_dvRW z-&6!mw9zMz5V_$jAX5}9ZZOVvngg%8QE)difoyDNy4hPcDE_M zjZUx?q_yuaHM~9w7?Hkr`8qvN+R#((AF2#ebFSvhY&8&A8+~bnPJKK->qbd9_LiIEf?g{)-2R-v%`FYiWcPVnX3L@TijO5;7Y3qgi z$AG+uINR|^!{FLdfx;Epttc0!zvLZ_|E+v14+U#~)X(U|xW;BN1|1I4+QT%im{j~Z z6Z4o_w8(kzWoybXQktQ3vE+|NL#bbH_nF$GsT+amjv<=pZW|HKmQgWecSFZwI@$nD z;JUFMp4pFZo7ClVUYenj_gO;9d&JO{PuHd#`0!Ahu#wFMV1bwK!Pm4p&Sb>H<7bF(WEP1&B_y+CL*v4zI!&Rp{JtVE?t* z1MY0JDE34~jLXnPm=Y?Zlf8tCa;a5(c`)lwA^7|b7sZxXgn-}V3|J$Iugv*&n7sjV zfq};>5xP5}zMt?Va**9i^ny1CY2+6l*l*#UL2tK1wGN`WA+O)dD~D&{89 zJV)MfN<;~}4AMt^L5Z`pY)|bEE z&npewL-GS7$uV^8D0@ao^NX!J8fcy`ShUbYnDVGyDu?9JRE=m0RmWZwxb%?ClJX>C z<4P%AZe2SMU3HfZ$JIj?G@Ngqz2!lTFM3I$Lf-&`qWd8VsVCskBq#YL?+JWvd;6`z z%54)DWqJ50Tk-h^P@j76=E?m1P~Mfnr{G)<{!~hZu_A{7fA*%k8!Cl8{;O~OmRB$W z;{JGJmTO$x+DpYVU9PY%mvxrI_5)~W+mEJFeLudiJQS?`;Q%n0PXG9>s z2@!bxJ{d)zn?|V=vWR%c86y`rHe|4zPmHqnpw}JeC0d;bk>|E(#T(_qh=1S!V)xvF zm}`$+C0{;(sx1O(@@t6D4^{o z6RVh$sF-gFHs7jZPHMhw?Q?EL97VjfKO9B6wLgl>MDp@RMyF22T*g0Eb52REI|MqvEfZ+2e{5#9zD(%s z{M!fk@|v14mkEv!!cQN%HKF+Z<} z6BuKDAt*+DEqYw#8oae7zYr;$9X~Y8pVa*ekMe&j@$scvHmXa`5D@=Oflavkmv^~4 zKQt)2m8@X0LR`LzTp-6t6eg)naeaVyc3xx)d_$YQul~2UR;O&QBVC_25Kb#<1eFc_ zQa{F#GE%df8(bE)w2(gd<8#HR;L|1@eb@pE6mxqT(2K_kTGa z4!){^#Y9tS2`HubaZdH&H^#>i@5&1UL375!G_~TI&G3nB+lyoqs(ZWH-Uv z#A#_8Tqt z@8nH=KaXMUM(oydY$H)*hLDejDbBPx{2$f7q4#G`zJuI6V@MukrmMoP_@Dl_)BpG4 zaTpu%^v|0BaNW})8lgV+Z>Rs~eE!j8=>koCA>kcxklpHPu%zJMtzS@@aIR3P5+3$d z;e93w`M0}%{G;vn@4mg8$Fg#pDHDw5I}6C}=HHb6KZ-~BSGUKOw|XZQtKA@U;^NrL z5`w?_-!Bq!syt!g6zeKRiF6z)%-vdc$7ceFnHnp(CZ5|Uoj^AC?molj`VeBvnH(HMZYd2y#n*4Tk zL{AXfh_58w9FxZE>)c0}%fW*B11@l>5Mj_lW!0`C{~kEjQrRSxxEc1qp_e2)to{bt zccf4=6Bqx}^=~Ly_dXMn*b)0BK>FeG>>OIo@9|(?3dY)vy=wQe#=R6nU{7&(`a;y^ zDdRa>Sa43v_JexJ#ErM7Hp5Z4Z`$x&e%1gXv-;!vB~w6Tq;9DybqIEyR8-QJ&HjhC zM|!1BVyLecR8O8he!A`6wy5Xc4ZVu@y?!hd1#36-pYzcsa<^KWmNZho zu3y=3Q~$S@(o{M?Fb={pu?g0FHPHAdu{!&HFT^T&cVF=-1DfLoKR zm?6;fKH542?!1w1ZwoX3u>L;^N14rZxO?lHA*izq=|Ayk#oX~`Pu;hx04^~rKURN1 z{=I%Sw5}Ly*O&g|zs9n0mX4JTw9|}RKaBClWbBl|?RVfpB6kaHlmm{V{XS;WUv~7v z$y(zSJDz;dhS~G|mOb$FZnLXK&V4XR=g;rnGXhGte2lN3ErW~XPLC@Fhrsv){nl*? zx1iSjD312KNuZLRX%c39|I7CH8IGb_p`fR#p$_TP%FGU{#TcC@v{x>6NJ9Xr37>Cx z@TPp>TG3CbRzrK zsXq=!seHj@{SwvR^Qq;#h1&oe?ni*8}3@)ar}6G z9Am%0FYt^sA3EmKqEwD!UkhSD>x!{>I=lvr z;RfRx+s!Y7Z0DQ+u!mF%cx4hdOF@)J?C}XQSxDV7OJbMC)PGfH5%-cPTcY(a-vO|e@uQ79ut%ntL z5ao3znuEF1$1MZwyQ2%68|WimK?4W!$ROGIpPH|fvuC+U?jc?o$7VV}VzX;c60 z$Y3|w{(1-)V@`fDowyInT81y1e44>5IyZ*l&H8jr8@2t~%S_*Qf~Cm~h%Qpxi8B9) zS>ZY~c-QhWoSl@^2&3-Fq_;YOjvETbxyAj8M<%hWUh7uv>P^BT?VAdu$N|%VAQryF7xXK`HkHz!pU3q2vP(RO(u1@4qynk7cfaQos~c-K^q;>fIfJ|Q_*nRRgI7;zZemmt z&bXDo*nwpAnd@z8nl#v5hhfp0p1hxm@UOWO5K`ZsF+ zuRSGX(VKSY6r6h4F)}n#jX9+{==z$)49xMIZ&|rDV_qx7mYT(j0$$z|yt{rEFh-c@ zMDmXwP{T%fh|6INbMAz-$*i#p?A4Qcc0}*ncl}r>2G(xWeb%Y;ovN}2?C1H!tXdke zssD4O=K8!V{R)RQ>n88bb^KvH8#Vp^^OP30UE3983S8%Cx<$j9HpQ2>vgE7L?*gZN zFs5|OZ!qqYJl|^6P5`4}vF*Tzo4?FI)8Iqe$G1(O=|$9#gwwfAaF`cFwkz*62H?tm zPZAx1!cB0LpH&_F)c4fKuxf4kznp;Kh0uR^dkKHMeDm{db6~k$Yw>)%1(QQv&-^?( z9@b9L0w3I1zSobmZcRx{}dteR{%;(*N;Z@~KbgWvM<;?DQb7_iDi`ZuQ8Fz2XeF zz064ZOc%fF!QTGE+KssCMHA}rTlWLGWu(Kjqx2^IX3O20<|$Kf@pZ!KxalU~3eONP zo9cke`V1EutbTnxuu;=L$EzEywtdtT0!KxnI!u~ru>B8xuN`au7L0^UV)Ff(z0i2p zbZpmU-!}YjI(?_OnnNNgLG;?ARZs7K{%s(JJ6C3^$SypPwn(oo6D9nvpX9r4 ztlbdP7!b|Z<4*@^%)*Q9XN5N9KlLO>Z`j)Jo8s2EoP_fA>Bl$r{`dDHlpZxaHlhHD zw}TfyK4IFV|Bou1^)iU^e_9PSFKi2%Zd}3kzdu^ce|!6vel|>YW_q9_v0U+(VDtI$ zR|S#stXj%{!Gn1J?JafAoPW3ee>NQFSNi^1|NAY_!~N%m!~8f5PWl~=@@E?Zzi#K3 zyYHqN_(p%urmZ}UsSmWX&vvUrM|u*I8u{NL!F%8K5nG-?sla%|YpvFo5 z4f)x8P~&1?GT>kbg18IL4Od-3@FGq;{a_&`vy!3EI=>Ziu9sZeJ8=kbZ+!h$D_#o? zp=?8g4c}i4_?^Q5X%`6Oy$u3^_f_{Uj6`CJxq|{4xfjr#mc8XX+n6NJb@V#fWyB)i z2V!oDI@T!P^9zmUD_fLwj!2_lP#%$_Tw-B#3`X=(0g+{Xr_qs85TCd9L??o}*~q@i zp!1cNl%JgxLFZh(VuRFqQDaC~iVNK$+;S8urxQ(wQ*7mo9eDkqTd{S2rL7;R%y8`d zNY)7-_BWg@WH}1Yg^rY*z55ofuF~!$anl9~r&ooz;sxL>E(dJz8Kc;i*nDb%0OfX- z(46;k1n6IJGd5U-(Gf{E56<=9AXp>{*8bQWLzx99?sNx(sZA*J7T|N9 znH5VO2Ko0-XDF$IAnQd-@VT3>fZPOgeY`^z?Cp--vxvL%t)0?}Q8{g3r* z)t<#+ZrUgjx8TjAK8pyS9ku8sXQNe!jV!kzki zWrA|1Fv55H#Z2D=kUZPG?Q}H`=ya6nq%=~a5JGzSh-@F2KW0=adTSe6VYqrIZYAco zYY;3F1#5rI|I>LP8VT1(u#Yo3OP-aCxkG@TA?Eo7?P%ox5K_2X@@A>WmXHTo=!vtG zREw4$V#-~D7mK}B&RblOw$0Tek&hCPG5wosm-CF! z+q0+g0_hFW{S+ydk1BqKmO+N~GQ z=o5Unmg`YgX9VAj9@CglEx_1H%j=^#)^Pge1qx@jCNSM`^nG*^8H_MW4D40gi4Ks` zs*Gj^LU!UI8!|x}bk5YMI&!Niw3hTogE1Xo@a87%kj$P8;=Ij9yNQR6;$Zt@gaVB#6yh2S?YV2m;)s z4)^Yx2GLJWMb5PG@Hv~0xXN`N#B#1G&iU9tzu{H3R!KahV49HLXXpZv_IuwbO?N<5 zIp@{Ajx=zMm?m&lnGrS678>1`3WdGQyGdUkqeWRbOZ0Wkzeb}>?Mxs(WpM`r4H(|1 zE|*~B^?NVPy`DyVpC>QfkfoFKbm+XPWmbR=+W5JjmJUY8wqLoLXXk~49~|CBqN{~g zx6rU2k-v<_%u@>uz0aVzmG{{e9`Wc-oqe^ysv%0YV7KCEThpD9;JR3O0L8ww%ooa` zN0&5qTUqPZgI4vWFDr~VXxCe(v-@h(;hN$d4R&Q5)WqB(o^aarxC&uWxRllYE3ZCy-Mln>>X^Ij@FKj?hRJ-0;6k-dcpjn_k&uf4GEhaS0cU z?)OGst6m?M?X}Q}hTB579|a)ymV$(|Ky9R~y|a}fARKM+Pom6f*F^UZcUpxj9zhO5 zr1+P+xzIEGt%TPpIMKywS!2Sw4!G!U_Mj_f3upJOg#cuZjC6rn|d&>yN^P*O^$Z#S}GGj_cffz8Pdoj(5 zyAyrcfk#SS@oO|n#tSlkFPk#R+UsUGb^kF2Z~Her_Ss4FVrPKgRVHf57ny}U_!0Mz zg}?Uoqtjt%&X}Wvnc4@HlTas3`)VV1f+>TXG+#uma$-96`bkuA(&yW$4}r+7lH~4j zQZ=-t`@Z(;JKTtPY%y&Q9R+%8wxfAalLzVVrg+y__5#%S=SFwZP$6}eE2B@A?t`8~ zE>kQK8Ok$JOXAk@g}Slu6u$Sn5qWv@&2*0luom4-mcl&*)ncO5lr^lN`5?5uMwAyR zlvo_7V@-eob@7~A3-pMb@r)Bk?>ZU-i$uZNACLd{M^?(t>6St-Vd*OpuLcam(M!1+ zV&kYVox|d0ABALxLa_p`-hCvKo@Fw`6^Z8JGWVw~`5>RKDSWsWb&(i5L5GWw7t%Ob z)%kTr9jzLU-Z>!QkK9<|6>5o&qk)Xv!xy_5QIx#DMqersVyYaqp%LUkJzP!6lW8x2 z>m*x2wgov#S`bV{DMJFESu+UOqY(#XOD6rA ze!ShEPrkCyMS0y{Bj590Kw)oZoZG@xk%p9BVvnRR5^t=@9g$O7YZuiOdOCjOCe_>^ zlfaH{XcH@_KW9d?x{Eb}+)Z$?@V0SY=_)V>N%E?!T@TRFN@@|cuK<}zbVdJXN4R(6 zP4t1g6zEPmBUNpc9~cG9af`}zgRh`z$gv7~=x{XRxz@*rXid*e3GKQDst(6@iCy1~ z40T$!Tg+yxpZ|UbjUraH`^)>3RH$gT^&d{n$M6$T3QK=_jfljo+9Vi=C11F*3)?AI zAb*^D)DqUQD1)o@D{+z!s*LK8TG7&7``%j>EWLFOeGbEOxEymFwH?hJuv`0nOf%jy z>Kdegw4_UuE=;i^hTW|EbnsW9yoceUwpZfN9WAZ??JYit^B~U$wXV}Ba(n8u`x__p zb(*TG$6pBzK6+JR`O+P+U9R*L9+N}ooypUWbJC*^6o-{}Kiq;QNV94+IPejnk3+tu zd_EKx*m2bejzYZ6SLKP9;gD$fiSrB57`!eex?Xrp7apY(*y$zCK-9d#wQX`{AV9FN zVpaVVro_jdUl!j6xrYrcUq9nT!9(6mWh>X<^|DuQR4p^QNA}@f@Z9<{2)~C$;dRl! zD*rSPUZq%0-T77&L-OJ`Si^n0Od z!;burB5hP8cZ2PDxjkBVA4`|PB#YRaG~tNXIb>Wr5lxbL6zw}#o6Kji4avE^vF>og zMK@=odluMdVTOT;+e{-BPV2jl73t)Fa63b2p|d(9ca|L0ka-Cvn%kuq->3rTqxX_; z@c zvc&CM*N;V_VC|3j4-4SPpNn#Xd6@@#-de$!GJDzghvPfZMBBljCO;g>Bu*}^=SrpM zMqZo~wPg&NRA1OpuW|uRMFlIq7S}}C%=??roHg?B^a>Prl17&e+7#;hoDn`A_m+IySu`L?<3x3t`M1ghk;Or>H_NL(YMNy~XK|!K)7Ug^QshsOzVb z5QuaFe?Mj0NQpf3g>1X@?dTwwtY~agC{_ohzU3&7uQlMZi+no4kpQFc}%qfgcB&H*y(&+K54C|LWWe&W*tdsNh&KuXLvYtO3h8fuWz<6C6Q z+I1_5yI#^~6qo#3oc~$@f@DWirh8Y=192L$U@J#-HT#eT*BMo`ylmR!$Zw8)t#?sAEr`tTnCy zx{DT8F z22LKBgEERbCdQAE5W$oV!NUm@{_^~DX5I`Gkj>{~)ar-A@*Luqc+AnzeEz_8S6L+N zKeBsO$QUudNQpY8cMy$)Z*Tr8WsTf*8b7p4A4Fc6$+~BDEWz-baT3NK+0`BnpIBG?1?|ZY-`B8tjNtn9KNg9C zwLj+n@Y4IMCUM5VQ8AUY=B-}Xw&gOa|F$^kBo)iIfFt-K`>>jI8sfU%S>4`MHSJN+$uc#5r0vuT<5tp zG)_u=3Zdg7lsCK-*jCdCh2zxAU&A)vBMaRbK}dDK0U}zpP82j_Kxq3hJ*vQVXrG8Q zinEXbri)Lr3#7^*doWr-rEnGVUhRMyi`Whn>uH)5QbTDJ)8dMO|sY0{25 zQw(uxTE^&usph{uzM_rYA=d;RC?5wL=ByM%}~5T#)Ss-A8~9G z)kVojTkVVJUNlV*sqtK83#v=Lcu!{ScfVee)$=Cu8klY=$X#NzhwXXoCxzt`*5)#K z7woVg4a_N#$Lj*hfVkB?a=KawRL{K}MPT8q~2Bu{%n~+GM$F)zITd%Vt z$wG4%A4z#MlM@+ZWyON<6t&XWkSbzInB7X%%7`vTPia5i(hhp!I}=*=6oQ%t>B_Q8 zDunGna(qzfAPF3E$hWr(syhPKgDq7wtYu(v-saF;fBDs{#=Gwry@}aTZjt zQ=Pp(KZUve^j;_*`8;$izuP8o+!D5m?vESu9|hcxeM1j+JFn}rxem3TCSnE{Emv9hAee&(Hi}E$XuFiLPw1LON3;q?YM&$TL&!>Fz9qo-&IJ zJD*}jO2X8C(jazpB+g2g``iiio`KOac8(QcIx7|x*3d8^s!k?&YiJnx zc*Rbm#2O%?-(#&KwRr-eIqC#vw+s1z-YcnItmcHTE!uTbHKm~C^U~-^v=BU2Ix$!~ zlM8PyJ|2KsH zoYLOV$q7qD`Li*?e`u3GrTZ5X<^NXNo6m`UNX#{bZ5+y%qpo2ehW~$Sbdbh3PAH*) zo;MLzgj?DE?U^X`CA)bKC;Ea*eyy^^`H^4V+~z#$6u7$c8|LGnX?}zh+b_5Oxh4O% zF;R|KuuunDhXSKq_Y581_%HPY`98s)pb`L2;S;v4*Ec^5^t0YyE&r>TD4Z)wIC;3S zK-heFuyA=6s~>%j8*Be2!yt!E;)R_GNO8m!UkozBZvVIS|7z!tGC_DWBeKE|*n+*T zG`tFH{-qwj?H|IoJU0RVWBCI$;P%Vy|IzL7_cCE$o_0PtDN;Dl>$ei`iFUEg~A*oR=Tc0-lq z2zA)?4o*np%`FJ@mH5-;pH)y)uFom%E>GXFAGd%GMVFc;kb0=#wc>i?z zUG1*~t0>~ad(n?4EDESM>Hnillz%l7=Z`W`{$gTmd>8)Z{nY}0F;V{N1AnF#*fbE1 zWupAq2EubQZm3sI)nS}l-@IEkyY{D}qUd9yro2C}Ln^Bgqj7)`X3?)~u6BMGD(IA% zeo`U3HYr#+iFsZ&4AEKdCYm-|zr*swky23^GBB#s4y~>8X1R_jo7VrZ=|99RVYwju zV2eC(40#v&ao)hF7BT~yx-U?i(LF=ukELQ@X((8`5ei?eCRMWoFJQ7bvOTI1rmbiC zh2zr^=%4%K5QN(Y^r6-7cF7LIdkb4n#+c326P5fi*H)4?@E{jBvpl3?|!4qq{waeeX#GjeI1>p62QI7jCb`DD(2*Mp^@VC_a6yQG~`3i_1b z)wv}z*2&FqRC6c8NtTRZ(D|l8`@*FZSo@@Nj+y&|fo=%ibZhuU#aO>)W=vk77_s5HVd3+NmdBhnhy@N#GQf`u{yC8fs!qniv+LJ)ci<*(a)4$yR zXDZ4@r0X8ZU@m^pbrHaK?zt*Jb{;c2TccWc(h)d~EAg|B4`Lp<-@myW^AIw!dlC*G zVEP91lZ1rC2Hk16nT~Yd7lp)IG7iJU4yQDuTUa@jA!8*>2Kf-5QnKi-tjJR(q9!z7itl`2?>| z)j+HAOrVU%AAc(t^J08|7lAFjtUV&IcxMn3qt|)Dvcdu;xh#1GXIe1|k*OFhvNb9M zRUg|JlN;s*4?*c8Az$Eoc27Ua?E^-oo1s`uGZH%LR(9-bTKInaV`(T@yPGloTz zb?2a#JmeEr(w%k>#mt`bm)?5pJZvA)Q#yY96GpR$trT6l2yUqyPR9s{zn72w-pAUF zxZd+hhbD`q!S1PL8jJX%O;i*cx-dMV=uxQ9yk-|VQUo0K0~%%21t8TVuySzVESwvO z`tVk=9;O@l6(})D@M+5I`3{vDINixF6p`YyNniULDrLJGb7*NQ=i}pev#Gr^wr<-t z_0$+j?{U?$_ddad-X8jR&>|2{=Z;B=MonUl$sSC|{3-(+OG$S>z4OIfdGWmB{fP(& zvTxUJQCY$qbcwCB>bVL8UR{p1$5?-S?o^9)sKE%Ff}l4*{F za3Tg|gRyB!Zld^g=BzzlgN1glT)P82u z_8Tq#-}8J9PMp{|X9N>FZ6^!d8!%@~YgAeZ#X#27G;A@)1EaahZ`-OJ0>n(W;!P;V>E)qCI~#_{6Vz97~w@T{`? zcG2QT7^p1aia0b5I$1ttZ+OX?k+iN5C<6}O&H*&`y z$NT>F+RTTW^7%6rIRb=9!o@v7(9oJdEPkdYyWyGNRHWa zUUd-{z+>5OxcF@N4^vU71E$l5O%6i5zJXx5u>58!NG}s6PRZc`&B9eOx1Lg1t)^J` zjF$zbc1#zZ?lIYPJp8k%I2)N<_p0X!2$j(Ar-?!M!Q}f7|fC>HM>)5dS?Y29}0`wHsm@KEJI`%wqx$S4K}9$HN%G#YFQ@ z!4ojEigf_0zVFf zlmCs1@@E?b-IaxKV_i-O;3B29rB1nRESuv7O=qV$qJ&#wP39zCI>7Ksb3mAlUFhov}5+iU= zup~+P3>gY+D$8gFk`sBK5rkDhG7V3v8oe1*4yZI(zxM}Cx3b+6Ruu4*+*<0H;7xcR zHJ{WoL=8r~uRq<@%>?S#aon=0yI`AJT1|`8IgnXAWU@n~6f=CkAk3?|78XBljX6Bc z2P==CQ|!R60V^JZ;6z@9U!Jw(-|Z&-%o_wZ+da~G4I?pc%Gl(^>gJJ+J8A4vG^1qG zCq$igF9v1zzF_0Pw?eTy52q85+ag9UkyoM_a%g)#?Fkv3AmrWtn!4Ob7pbd6jC4nN zply%U*$q$1pa{RCCb71BD0%MCLuF|;^z_PC)@vP$K&ajA^DyxitgseWxVdyg`{Y&8 zuu4zx-Ss$XUw#Kr;*}Pgksk%R{pXop_>MuoMaVbxU0TrW^YA4ZcRq;3Di(BeeZmYU zGmFuM5+H3OhVCGCN6_+%FVo~(hBFP-^b}plFT93iS8Z0jvnadPLS?*LhLJ@dPXXaD3djDZg+JCdF(?->tlf(Pa9(7BWx8aLW z8r|`VP%jfd~DZ zCG;PfvGzy(pR{zE2CYKD-dpq=2}vBrCV}SbOZs_aH9M_O^oc=o*R};?+P7(l*%>c; z4&NPdAG#BC^4bNYe!!kdcef@g+kR`iOYwCS(o`Jw&dwewoxU%0T^6a@N0!iuFT%{bD^qeiZvmzDl*b-|5s;Br#eKpT40PPB5sap< zL7mw5T5{(JU}FmTG^sQVYF)QI@Y#*Q)2FP9VX*?1c=+aLpDkmy3whlkWur#p#1yCI zXnod3KX$v`*h`9T=~o^oV2WPXZ@RFq|GWKBzrXfD(o5GO;ILXGu4#4>W+&eREsCTs zYrG#b>g?X#lHr%mJJC^OBee?@_nUqF(7Zp@iW;dOq6$(lrw=kfH8RJ-DOfYn&ArJ3 zju{tFvy@0}V|+Y{=}Aj~Cx)oUMK~h%kulQnK5QvX!3Z2UxZOtH`(b!H0Bc>fRHnRM9|aD;6XNPg=B~zF9J=++qttiK64AvrXdi7&MJ{(7TBsPU5c}lb_enE4D8e>QN2KW( zf^H5$nIlBVoSGrpBB=l*4C|M@>&HQrNNCjKT?ACV)_%5y{41!oO_$StwE}H2k*80m4@9)WtpR0z*v#Twkvpz*&6$kpm6`^4N1AD|kK_u39BLj&-L+<3fw_ z8q>e#qV(Ti5gZ7*1&aUyWGzlRphFQ4Sw!~GCGiA5QwXU#(;u7KZx7dK#)BaAvSVHtwX z@!I?AH~{@s+B#KpVx+Jg=WJWBI~dr@*7G-X!d0nn6x$IkbJ-s@qSDrX~`Ef zwCYoYJ~809PFY++nJbcCZuj7L{+-HdTIl1Yg2@G)8i)4BFk)U?}WY(puX>~B~!5W-h3#Ah+&cexMXAq z6*xGNKGV#T8q! zn=uVBS(y^LAJ84AvI+@AEy=l6GfY479+J%u@OMlJLtFF&R9szrP>6L_x|6gH`f~Ww zql=NgXn+0klv~D0B+|RB@-YOWm7`k-o$jcjsdFubJ4m>Zi-6xneHB_HnHDeI{6G-# z?LI-E@vR@iwHREV^lnF{etM!kX%)b+Z3n*LQA%`snnV8D?f`hF$*%4k&Vt1Edwfl< zhz3gK19&Z}!w`^^Q)o@P2Z%AdYA^NiA`y?8$kBiVm=Mgp%5ZuY@_5L6kjmpb7sPw& zH~s$=7e!`S_Nr7)C0KB95Pn!}#2ijDPvFuSN0%25>t!-fO19t_S*NnxM-!HNuk&?A zAiMI4jJ@MNXm2ht;~z3<{~B9T$f5 zO^f!R-Cs0cRpB$BGm@%bgw6R8o|GzMJaI3KzOCI=piGI3afWxBIhTM$f?IHiC^?cN z-+7mx%nustzHpt5W<&9k>gxO6=F~LSlI+So>rC6)7uU5ZK%W58TO$2=^*Xb?t-8?}tW_NrIaB zogq?5v%bUu*OmLoh%l5wcqJ08#w^b{Rr;V=sx6t*?Kj^6LH9Oc;N2kF0Lu8#v3eZ>_a)ghL{)X89M%(1W@vpRun#K+1X7Vh^SpGC%L) zv0tEvJz{f{ug>!!z^k+;t4@S$1v6Xs*{ejmK;X-H$tac*@z{>*gkgO>?uRpat{LK7NU`pamotY4j)u;G=gTnSqJ&i zDPI!dK973mI*&Llt0Idho+<*o-iWbUCi;~4F=R647b*UR6S*J3t4^ueg)XUP$HYyL zA?~7guL(rTU{~=+gXsCS{@iisILR8v?y(ErWT4a}AT^1{c6x>&bx~v@4YL42+hWeU ze6a@Ru8Ge5+uDGUXh|Y0m>R~rwuep%@FH`YP>U?FL?9A&Uk<;p3pu6TZV$3p*N^3) zVC|3j7gk+(dHmpI@RE1(p=nOUs2LTzFNwZFbNDfeQ~7w3?4C&j3ij2Ax9d1*O+-90 z%VV(na?cm#<#Uklyr+k5RO?^=nBkKA5%&k@5v#K!^O5W z-Q-B^X@*tF(nrWyE*6#D`W0O7ay&nrnFjbyv{^SRI-u3Qc8?S$Mef<$<>y0DjMLXDXp=xl zN$XtqEf%DrGk}(7*YC>x9v8*=l>T*UHeV8$X4K2>_H{@O%cbX2qgI_ z?N-f>*P;b~>E6>_Nr>;Iol*y@A5w1!JI3CrkNW8AyPZTF&~bS@Zof6hGr|*~M7DY7lkf`gPcObV z-gFkcC_G!bqr0JMDx}7{P6ck=QskBD8irtkDAwDnCxNJ-k!qjwBPe*SeBH-@7}VzT zXf2BQQP;jKBlfr(;PuAM_#Oj08ob2&=;HB$->(0#JQS?`G5@(CUS(CWE)a2uBro}M zAZDjh@R>=nPDH-Ct>}u-JaVaj7v|wwg|4!Dc~7jyBTPbaMUk=>(u>~Ocdu6mm84z3x(fn|4$VT9nBcqV@bs0H-jOxh|BOzEm|a(#VJaee!cAh#+! zAAjl`6JHC~y^pLjA_yUE?8bKg6dv?(WaOlB_BDtpB@XN|Vn$^JINcHx>-op>P_Xt# z{RH(xGsmA;gTJ0!@^qXxCefeiF7d?{lzHO0^^V5RD3+=Bfi+zL;+;AC`7*~9bYQA{ zyUVZxiekPSb(&2TeITAn?^ZQOyk}Ra?eh@IHv53{4bK6IcPgGFumtp6HiR?j9SJJt z5eUe~!$V)PeZOYvtzGY1ZLQb47Y&zgv{l;gjE5GD*Yy>9q~P(2%i*x9Ca*~Xy~SnbNS`LEzY?)wSrz5eV-xo`f$&Na>o9{ZKZ zFKo2v^+zwwB#&QnQ5LowE0FOG{K~$pBF2+miNqv=QoWIIkWIblp%pA6>gVmdRZfy=lI(> zr4AypyolYQf^S zb}7tIBhW{t^2u>Xt)1V?)w@MHATmUGHL67ho>}|2gf>-!+NFF>%Dwo|zHgG|WzcSf z^QidR?&8aEqwM)rlk;29HpvGw`0?wb)>s}2*8Z6P?74YoR~chaR<9u{Yj(su8Woft z$A5?{I2y+TZVV%v)u>V%qbT&Or?hAOv>lqQcw3fUq=lYdrVKAPKY&8GtcH~7&Y%m^ z+|=A=VhFQL#hBz|j+~_A!~;siP!IRrI{hgUlo@!EyvPY3xhh_xC`)Pv%D&jMk!L+O zabfuO$nr$DJOs;zM)@=860jwR-@TN$>;Id*fuf)05l=7sG>x;0Gq-QIKXSdDy>91U zyBQ+a8AaBMI;ieHcaPP!-9A63@Yfz@MhC$NrLP>4kp3^eb5T~bthpwylwco!eXjSd zuLX84$4gls*6emzyo0Chg1}9O{sqU%_vo|%>$6UIlS4@k8;u1uxKH>xI6l-5x@N5B z5R|9+*@`*Rfl+dX)dp@uhwp9o6B%lg9sJ%s`o?c;KaZ-8Fj&9p*=BzuN4tygIwuBxZ$ua%eH1>ZBn1mNy=!-c=v8zj5DbUGF3d`-Kdm zVQeQ(+b8+HfAD&lqy2{I7cF>h?X*u7-8tp04}(4Hg!ljZX9+m`_R%O`V%cQx(=w?( z_Uc#rk5zVAQQm~lMQOfl8nnvC+n&K^wI2Vm1iKh>F;SJeZ4RHcKQZ=uUv$VnD5Mw6 zQR^Tt>6^QCLxe+~z#1Q!8@>*z{nO_K%+Yr!oU{1g+^gXZ3(oRpZmKYFV0yF8pi3m) zfkpmaQo(5*hvsOL<=cVhg8WNS*IENS7ldg_UasAtBlgC-s*~SOECrX($mx;uZ=tO7 z_5Jo|&y>}b9mAe@(!%9pL}xG&)Fi1_LI|vO&S!o+kbOEe4%!mzI~|A-19AL8|~}P z&r6!T?W^7TEkRfGRX*4|r%YY@t2N2~b1&x=`RHr*-_!#*A4Wr0t-{Vjfze0-zT1<< zJ)!H5-R=!%Z`YM@+MRN(m^A%+mc#TvaTclpMGo@ZXAM>@7k1!{kkZeMdv70cF8Q@{ z(ntG@r&UIYz}2ra1(Hu1i}E^1K2W;gH~F!Bl}Uz*ogJq`;GMJkW;sBA9fxJj7G8= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.30175414428376585,0.30112232829530405,0.2990202748826515 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,754552.8113641972,752984.4192876149,750107.2737808328 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,49529.77449791308,44329.76646173106,39159.45860664165 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,4335.103148326725,3970.1436871856044,3563.758325231233 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,7834.787103754956,7814.4993526839335,7789.446400547657 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,6790.915177024769,6773.707406230397,6734.8455822324595 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,336.0954273567496,320.18549221259616,303.48286314956806 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,38.999571077551494,38.97813391667,38.788894151509346 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,9.845327900626657,9.826780907273822,9.728638615140152 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,9.92855058278212,9.896574590344532,9.807368124790582 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,19.11120104088777,19.06683717160466,18.91991542799836 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,1.9281741450543308,1.9243343671398156,1.9080303961975615 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,97.04622661247781,85.884977667534,74.2696929751333 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,63.60672027477934,52.77270242090221,43.58177362660231 +Data,1047903.0,1047903.0,1047903.0,1047903.0,863853.0,854944.0,844713.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JER_down.csv new file mode 100644 index 00000000..b22fee71 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9086202562710456,0.9032729107620694,0.30136641526403185,0.30073459927557006,0.29863254586291754,, +QCD,717986.216814939,956785.8146709627,948364.0361544128,941611.8267485962,754496.0620880035,752936.7646611074,750077.8617081649,, +TT,63126.80979180276,63126.80979180276,62673.79614323329,62216.48155564703,49469.34874682441,44281.27331024803,39123.833732942854,, +ST,5417.824558008516,5417.824558008516,5377.353115354821,5346.142315388623,4331.322795140036,3966.3474558289413,3560.351662865544,, +W+Jets,9487.889178263631,9487.889178263631,9420.543436555281,9370.593747378542,7830.22486542637,7809.937114355349,7785.400628667634,, +Z+Jets,12055.822300436781,12055.822300436781,11963.681352389223,11895.51750751837,6787.97110352534,6771.117645697598,6732.151861603023,, +Diboson,544.751536187187,544.751536187187,541.5333279703598,539.5308044193844,336.208740931941,320.29880578778756,303.6720365276853,, +ggFHbb,120.74204174793252,120.74204174793252,120.07126024952862,119.40043805803371,39.08114940009345,39.05971223921196,38.87047247405131,, +VBFHbb,32.24173303425971,32.24173303425971,32.09098572075379,31.915490654706662,9.839370046175077,9.820823052822242,9.722680760688572,, +ZHbb,32.70020301080715,32.70020301080715,32.51229709989521,32.39048595448399,9.917885138845206,9.885909146407617,9.796702680853667,, +WHbb,56.014320595270185,56.014320595270185,55.68961912767411,55.51113359847001,19.10746601933774,19.063102150054632,18.916180406448333,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.850277343583236,4.823413122979026,1.925879544563995,1.9220397666494795,1.905669229852938,, +ttHbb,156.94119216557863,156.94119216557863,155.94705721730352,154.8512284574327,96.96277123860979,85.81557467540266,74.21606240134093,, +HWW,80.56791059341468,80.56791059341468,80.06917628289587,79.44977797155293,63.490065562691505,52.68396852595001,43.51687144284523,, +Data,1047903.0,1047903.0,,,863853.0,854944.0,844713.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JER_up.csv new file mode 100644 index 00000000..7d702460 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9087910422523933,0.9039911771807736,0.30181419690901495,0.30118238092055316,0.29909776577343905,, +QCD,717986.216814939,956785.8146709627,948644.7035294859,941689.1725997124,754715.5199723188,753134.7479301945,750251.9365345207,, +TT,63126.80979180276,63126.80979180276,62748.65359108715,62350.558550020374,49581.08106018262,44369.23332839295,39189.123306614805,, +ST,5417.824558008516,5417.824558008516,5380.019529035428,5352.781145230527,4336.103656997989,3970.877734250647,3563.181072832113,, +W+Jets,9487.889178263631,9487.889178263631,9424.098448265346,9376.427000646685,7837.1106797885595,7816.822928717539,7791.573471785453,, +Z+Jets,12055.822300436781,12055.822300436781,11970.280347915328,11907.501953889905,6792.360403864935,6775.275920925513,6736.3344008445665,, +Diboson,544.751536187187,544.751536187187,541.0881926888653,539.2414054191454,335.99317001586985,320.005274959971,303.302645896943,, +ggFHbb,120.74204174793252,120.74204174793252,120.07042524743345,119.27825223478067,38.98833072689881,38.96689356601732,38.77765380085667,, +VBFHbb,32.24173303425971,32.24173303425971,32.11233185743809,31.972834248054944,9.851790818054113,9.83324382470128,9.73510153256761,, +ZHbb,32.70020301080715,32.70020301080715,32.50629199227846,32.37127325754241,9.930739682671923,9.898763690234336,9.809557224680384,, +WHbb,56.014320595270185,56.014320595270185,55.67763486575412,55.48629077310594,19.102692705898072,19.05832883661496,18.911407093008663,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.8517784616619,4.8285634978383225,1.9299360112620434,1.926057142399399,1.9095143794842424,, +ttHbb,156.94119216557863,156.94119216557863,156.03648620372667,155.10345329641785,97.15099751928513,85.95956128176189,74.32330052260997,, +HWW,80.56791059341468,80.56791059341468,80.16639644289663,79.67713590709836,63.657224321188984,52.8022508024436,43.60289736509357,, +Data,1047903.0,1047903.0,,,863853.0,854944.0,844713.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JES_down.csv new file mode 100644 index 00000000..2aff1e53 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9021974589337566,0.8921274934572291,0.29705561791796636,0.29642689137626504,0.29437353650447756,, +QCD,717986.216814939,956785.8146709627,938661.3615136005,924579.0079995885,741099.5872399932,739572.4777698454,736742.0701811812,, +TT,63126.80979180276,63126.80979180276,62281.26379618576,61419.84821786183,48827.039128703036,43710.71917983769,38629.947657615056,, +ST,5417.824558008516,5417.824558008516,5343.110583081037,5284.0364074716335,4279.58513599101,3920.5742801966826,3519.826141176559,, +W+Jets,9487.889178263631,9487.889178263631,9357.72731042376,9249.165805487482,7725.66712348136,7705.534925302555,7681.143967058058,, +Z+Jets,12055.822300436781,12055.822300436781,11862.409496423767,11728.495220567063,6691.981356684962,6675.643989547845,6637.486427045783,, +Diboson,544.751536187187,544.751536187187,538.0128172568578,533.0567491419495,332.7127077180938,316.8027725739403,300.24671632987963,, +ggFHbb,120.74204174793252,120.74204174793252,119.40071843999348,117.91244552095317,38.4118699348613,38.3904327739798,38.20119300881916,, +VBFHbb,32.24173303425971,32.24173303425971,31.963053181455805,31.627848698776596,9.698761154629285,9.680214161276451,9.582071869142782,, +ZHbb,32.70020301080715,32.70020301080715,32.31418583302164,32.04157172822267,9.808835150191184,9.776859157753595,9.687652692199643,, +WHbb,56.014320595270185,56.014320595270185,55.31129788288006,54.93711011186556,18.863712978242347,18.819349108959244,18.677488367729833,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.818097766172652,4.7680686559651555,1.902902173155059,1.8991368209920378,1.8828778052970496,, +ttHbb,156.94119216557863,156.94119216557863,154.9802638394503,152.95156197255415,95.69624798737142,84.69558423256491,73.26421597631409,, +HWW,80.56791059341468,80.56791059341468,79.61251131832795,78.50954646527252,62.74209832945888,52.06892894790838,43.02795122389627,, +Data,1047903.0,1047903.0,,,863853.0,854944.0,844713.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JES_up.csv new file mode 100644 index 00000000..5ea989a4 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9145866495848747,0.9145155175981409,0.305917752391553,0.305263528326135,0.30314808666745197,, +QCD,717986.216814939,956785.8146709627,956667.0157052347,956553.6806509071,766526.3304103694,764907.8171865428,761977.3142833735,, +TT,63126.80979180276,63126.80979180276,63116.826564698415,63107.18599108666,50192.86646679405,44914.00808985029,39659.13643348703,, +ST,5417.824558008516,5417.824558008516,5417.184318734426,5416.5525968038955,4390.6354254617745,4020.1160194838417,3607.9946749491046,, +W+Jets,9487.889178263631,9487.889178263631,9487.064804758824,9486.32235540528,7928.025752653814,7907.657693716114,7882.269405542142,, +Z+Jets,12055.822300436781,12055.822300436781,12054.071026015921,12053.005237267775,6875.70662735953,6858.460353717322,6819.2734312648645,, +Diboson,544.751536187187,544.751536187187,544.751536187187,544.751536187187,339.8788299214829,323.89093486558403,306.95691301127385,, +ggFHbb,120.74204174793252,120.74204174793252,120.71963054554595,120.71963054554595,39.529017677909756,39.50758051702826,39.31834075186762,, +VBFHbb,32.24173303425971,32.24173303425971,32.23831123818383,32.23831123818383,9.947509860624645,9.92896286727181,9.83082057513814,, +ZHbb,32.70020301080715,32.70020301080715,32.696277043463795,32.696277043463795,10.043761604293165,10.01178561185558,9.922579146301626,, +WHbb,56.014320595270185,56.014320595270185,56.00371732736636,56.00176596226789,19.30942239165516,19.264641668568935,19.11563514309683,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.879327906819619,4.87917304753225,1.9489822828122803,1.945052930094757,1.928139099730714,, +ttHbb,156.94119216557863,156.94119216557863,156.92518417388314,156.89562337944528,98.30719516610125,86.96484142465988,75.17459901940965,, +HWW,80.56791059341468,80.56791059341468,80.56035519769166,80.54779884286333,64.35424250722694,53.373180245057576,44.053122088223716,, +Data,1047903.0,1047903.0,,,863853.0,854944.0,844713.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JMR_down.csv new file mode 100644 index 00000000..ddb12e48 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.30175414428376585,0.30112232829530405,0.2990202748826515 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,754552.8113641972,752984.4192876149,750107.2737808328 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,49529.77449791308,44329.76646173106,39159.45860664165 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,4335.103148326725,3970.1436871856044,3563.758325231233 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,7834.787103754956,7814.4993526839335,7789.446400547657 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,6790.915177024769,6773.707406230397,6734.8455822324595 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,336.0954273567496,320.18549221259616,303.48286314956806 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,38.999571077551494,38.97813391667,38.788894151509346 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,9.845327900626657,9.826780907273822,9.728638615140152 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,9.92855058278212,9.896574590344532,9.807368124790582 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,19.11120104088777,19.06683717160466,18.91991542799836 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,1.9281741450543308,1.9243343671398156,1.9080303961975615 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,97.04622661247781,85.884977667534,74.2696929751333 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,63.60672027477934,52.77270242090221,43.58177362660231 +Data,1047903.0,1047903.0,1047903.0,1047903.0,863853.0,854944.0,844713.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JMR_up.csv new file mode 100644 index 00000000..ddb12e48 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.30175414428376585,0.30112232829530405,0.2990202748826515 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,754552.8113641972,752984.4192876149,750107.2737808328 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,49529.77449791308,44329.76646173106,39159.45860664165 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,4335.103148326725,3970.1436871856044,3563.758325231233 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,7834.787103754956,7814.4993526839335,7789.446400547657 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,6790.915177024769,6773.707406230397,6734.8455822324595 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,336.0954273567496,320.18549221259616,303.48286314956806 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,38.999571077551494,38.97813391667,38.788894151509346 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,9.845327900626657,9.826780907273822,9.728638615140152 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,9.92855058278212,9.896574590344532,9.807368124790582 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,19.11120104088777,19.06683717160466,18.91991542799836 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,1.9281741450543308,1.9243343671398156,1.9080303961975615 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,97.04622661247781,85.884977667534,74.2696929751333 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,63.60672027477934,52.77270242090221,43.58177362660231 +Data,1047903.0,1047903.0,1047903.0,1047903.0,863853.0,854944.0,844713.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JMS_down.csv new file mode 100644 index 00000000..ddb12e48 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.30175414428376585,0.30112232829530405,0.2990202748826515 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,754552.8113641972,752984.4192876149,750107.2737808328 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,49529.77449791308,44329.76646173106,39159.45860664165 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,4335.103148326725,3970.1436871856044,3563.758325231233 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,7834.787103754956,7814.4993526839335,7789.446400547657 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,6790.915177024769,6773.707406230397,6734.8455822324595 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,336.0954273567496,320.18549221259616,303.48286314956806 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,38.999571077551494,38.97813391667,38.788894151509346 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,9.845327900626657,9.826780907273822,9.728638615140152 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,9.92855058278212,9.896574590344532,9.807368124790582 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,19.11120104088777,19.06683717160466,18.91991542799836 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,1.9281741450543308,1.9243343671398156,1.9080303961975615 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,97.04622661247781,85.884977667534,74.2696929751333 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,63.60672027477934,52.77270242090221,43.58177362660231 +Data,1047903.0,1047903.0,1047903.0,1047903.0,863853.0,854944.0,844713.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JMS_up.csv new file mode 100644 index 00000000..ddb12e48 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/fail_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.30175414428376585,0.30112232829530405,0.2990202748826515 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,754552.8113641972,752984.4192876149,750107.2737808328 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,49529.77449791308,44329.76646173106,39159.45860664165 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,4335.103148326725,3970.1436871856044,3563.758325231233 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,7834.787103754956,7814.4993526839335,7789.446400547657 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,6790.915177024769,6773.707406230397,6734.8455822324595 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,336.0954273567496,320.18549221259616,303.48286314956806 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,38.999571077551494,38.97813391667,38.788894151509346 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,9.845327900626657,9.826780907273822,9.728638615140152 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,9.92855058278212,9.896574590344532,9.807368124790582 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,19.11120104088777,19.06683717160466,18.91991542799836 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,1.9281741450543308,1.9243343671398156,1.9080303961975615 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,97.04622661247781,85.884977667534,74.2696929751333 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,63.60672027477934,52.77270242090221,43.58177362660231 +Data,1047903.0,1047903.0,1047903.0,1047903.0,863853.0,854944.0,844713.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow.csv new file mode 100644 index 00000000..2495868b --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.07953549587919245,0.05509928160119751,0.051160748754939964,0.051102397077325445,0.050856670011465925 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,60.82461413741265,21.130414960411866,21.130414960411866,21.130414960411866,21.130414960411866 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,23.14129458182107,3.9984595110426437,4.057597669251362,3.6364326584688507,3.56259800694354 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,1.748162713415768,0.4289413504049467,0.4289413504049467,0.4289413504049467,0.4289413504049467 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,5.457036621185011,1.0371520695821397,1.0371520695821397,1.0371520695821397,1.0371520695821397 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,3.2986136668576114,1.5157991481135225,1.5157991481135225,1.5157991481135225,1.5157991481135225 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0,0.0 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.03713504263970109,0.019332181450584476,0.019332181450584476,0.019332181450584476,0.019332181450584476 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0,0.0 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.008196364407564306,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.009944397967179545,0.004805809129434582,0.004805809129434582,0.004805809129434582,0.004805809129434582 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0007828385699077611,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.06654238715991559,0.021091638815157725,0.020017733692322896,0.01906393425600543,0.018343831366377465 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.8178387998367089,0.24638409078079235,0.23436100993788023,0.2280034800501764,0.21571441873644526 +Data,1047903.0,1047903.0,1047903.0,1047903.0,243.0,44.0,44.0,44.0,43.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JER_down.csv new file mode 100644 index 00000000..14932910 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScore_JER_down >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.994 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9086202562710456,0.9032729107620694,0.07952013081480436,0.05517391572214099,0.051235382875883445,0.05117703119826893,0.050931304132409407,,, +QCD,717986.216814939,956785.8146709627,948364.0361544128,941611.8267485962,45.440077577773806,5.74587840077302,5.74587840077302,5.74587840077302,5.74587840077302,,, +TT,63126.80979180276,63126.80979180276,62673.79614323329,62216.48155564703,23.37739523601948,4.172396541816067,4.2315347000247865,3.8103696892422745,3.736535037716963,,, +ST,5417.824558008516,5417.824558008516,5377.353115354821,5346.142315388623,1.748162713415768,0.4289413504049467,0.4289413504049467,0.4289413504049467,0.4289413504049467,,, +W+Jets,9487.889178263631,9487.889178263631,9420.543436555281,9370.593747378542,5.243381819414391,1.0371520695821397,1.0371520695821397,1.0371520695821397,1.0371520695821397,,, +Z+Jets,12055.822300436781,12055.822300436781,11963.681352389223,11895.51750751837,3.2986136668576114,1.5157991481135225,1.5157991481135225,1.5157991481135225,1.5157991481135225,,, +Diboson,544.751536187187,544.751536187187,541.5333279703598,539.5308044193844,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,120.74204174793252,120.74204174793252,120.07126024952862,119.40043805803371,0.03713504263970109,0.019332181450584476,0.019332181450584476,0.019332181450584476,0.019332181450584476,,, +VBFHbb,32.24173303425971,32.24173303425971,32.09098572075379,31.915490654706662,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,32.70020301080715,32.70020301080715,32.51229709989521,32.39048595448399,0.008196364407564306,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,,, +WHbb,56.014320595270185,56.014320595270185,55.68961912767411,55.51113359847001,0.009944397967179545,0.004805809129434582,0.004805809129434582,0.004805809129434582,0.004805809129434582,,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.850277343583236,4.823413122979026,0.0007828385699077611,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,,, +ttHbb,156.94119216557863,156.94119216557863,155.94705721730352,154.8512284574327,0.06654238715991559,0.021091638815157725,0.020017733692322896,0.01906393425600543,0.018343831366377465,,, +HWW,80.56791059341468,80.56791059341468,80.06917628289587,79.44977797155293,0.824010357987379,0.25566989958173847,0.24364681873882643,0.23728928885112255,0.22500022753739146,,, +Data,1047903.0,1047903.0,,,,44.0,44.0,44.0,43.0,1047903.0,1047903.0,243.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JER_up.csv new file mode 100644 index 00000000..c9208fc7 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScore_JER_up >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.994 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9087910422523933,0.9039911771807736,0.07988279270570256,0.05531126477624214,0.05134148575802308,0.05128313408040855,0.051037407014549035,,, +QCD,717986.216814939,956785.8146709627,948644.7035294859,941689.1725997124,46.92531259238422,7.231113415383435,7.231113415383435,7.231113415383435,7.231113415383435,,, +TT,63126.80979180276,63126.80979180276,62748.65359108715,62350.558550020374,23.044767656055768,4.0604676983314,4.119605856540121,3.753429038095321,3.6795943865700096,,, +ST,5417.824558008516,5417.824558008516,5380.019529035428,5352.781145230527,1.748162713415768,0.4289413504049467,0.4289413504049467,0.4289413504049467,0.4289413504049467,,, +W+Jets,9487.889178263631,9487.889178263631,9424.098448265346,9376.427000646685,5.276048582263284,1.0371520695821397,1.0371520695821397,1.0371520695821397,1.0371520695821397,,, +Z+Jets,12055.822300436781,12055.822300436781,11970.280347915328,11907.501953889905,3.2068379358290007,1.4473324122711866,1.4473324122711866,1.4473324122711866,1.4473324122711866,,, +Diboson,544.751536187187,544.751536187187,541.0881926888653,539.2414054191454,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,120.74204174793252,120.74204174793252,120.07042524743345,119.27825223478067,0.03713504263970109,0.019332181450584476,0.019332181450584476,0.019332181450584476,0.019332181450584476,,, +VBFHbb,32.24173303425971,32.24173303425971,32.11233185743809,31.972834248054944,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,32.70020301080715,32.70020301080715,32.50629199227846,32.37127325754241,0.008196364407564306,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,,, +WHbb,56.014320595270185,56.014320595270185,55.67763486575412,55.48629077310594,0.009944397967179545,0.004805809129434582,0.004805809129434582,0.004805809129434582,0.004805809129434582,,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.8517784616619,4.8285634978383225,0.0007828385699077611,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,,, +ttHbb,156.94119216557863,156.94119216557863,156.03648620372667,155.10345329641785,0.06654238715991559,0.021091638815157725,0.020017733692322896,0.01906393425600543,0.018343831366377465,,, +HWW,80.56791059341468,80.56791059341468,80.16639644289663,79.67713590709836,0.8244792889843727,0.2564486285576913,0.24442554771477928,0.2380680178270754,0.22476863301280053,,, +Data,1047903.0,1047903.0,,,,44.0,44.0,44.0,43.0,1047903.0,1047903.0,243.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JES_down.csv new file mode 100644 index 00000000..f9393772 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScore_JES_down >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.994 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9021974589337566,0.8921274934572291,0.07897928413171414,0.054738538080278516,0.05081387712163217,0.05075552544401766,0.05050139874704456,,, +QCD,717986.216814939,956785.8146709627,938661.3615136005,924579.0079995885,53.60126584302598,5.74587840077302,5.74587840077302,5.74587840077302,5.74587840077302,,, +TT,63126.80979180276,63126.80979180276,62281.26379618576,61419.84821786183,22.89703270817244,4.114083928358733,4.173222086567454,3.7520570757849407,3.67822242425963,,, +ST,5417.824558008516,5417.824558008516,5343.110583081037,5284.0364074716335,1.939448256996836,0.4289413504049467,0.4289413504049467,0.4289413504049467,0.4289413504049467,,, +W+Jets,9487.889178263631,9487.889178263631,9357.72731042376,9249.165805487482,5.257072409318768,1.0371520695821397,1.0371520695821397,1.0371520695821397,1.0371520695821397,,, +Z+Jets,12055.822300436781,12055.822300436781,11862.409496423767,11728.495220567063,3.24912541627956,1.5157991481135225,1.5157991481135225,1.5157991481135225,1.5157991481135225,,, +Diboson,544.751536187187,544.751536187187,538.0128172568578,533.0567491419495,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,120.74204174793252,120.74204174793252,119.40071843999348,117.91244552095317,0.03713504263970109,0.019332181450584476,0.019332181450584476,0.019332181450584476,0.019332181450584476,,, +VBFHbb,32.24173303425971,32.24173303425971,31.963053181455805,31.627848698776596,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,32.70020301080715,32.70020301080715,32.31418583302164,32.04157172822267,0.008196364407564306,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,,, +WHbb,56.014320595270185,56.014320595270185,55.31129788288006,54.93711011186556,0.009944397967179545,0.004805809129434582,0.004805809129434582,0.004805809129434582,0.004805809129434582,,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.818097766172652,4.7680686559651555,0.0007114921480919195,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,,, +ttHbb,156.94119216557863,156.94119216557863,154.9802638394503,152.95156197255415,0.06678244127027252,0.023211967698250985,0.02213806257541616,0.021184263139098693,0.01956691220141354,,, +HWW,80.56791059341468,80.56791059341468,79.61251131832795,78.50954646527252,0.8080407643923398,0.2574319506216953,0.2454088697787833,0.2390513398910794,0.22831388858967616,,, +Data,1047903.0,1047903.0,,,,44.0,44.0,44.0,43.0,1047903.0,1047903.0,243.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JES_up.csv new file mode 100644 index 00000000..e7d0d001 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScore_JES_up >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.994 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9145866495848747,0.9145155175981409,0.08061225595278915,0.05593929449054606,0.05201183490619746,0.05195348322858293,0.05170775616272342,,, +QCD,717986.216814939,956785.8146709627,956667.0157052347,956553.6806509071,70.52285891217458,22.61564997502228,22.61564997502228,22.61564997502228,22.61564997502228,,, +TT,63126.80979180276,63126.80979180276,63116.826564698415,63107.18599108666,23.330055595878594,4.276358393497758,4.335496551706477,3.9143315409239654,3.840496889398654,,, +ST,5417.824558008516,5417.824558008516,5417.184318734426,5416.5525968038955,1.748162713415768,0.4289413504049467,0.4289413504049467,0.4289413504049467,0.4289413504049467,,, +W+Jets,9487.889178263631,9487.889178263631,9487.064804758824,9486.32235540528,5.71229738290495,1.133893703111495,1.0371520695821397,1.0371520695821397,1.0371520695821397,,, +Z+Jets,12055.822300436781,12055.822300436781,12054.071026015921,12053.005237267775,3.371834306785158,1.4473324122711866,1.4473324122711866,1.4473324122711866,1.4473324122711866,,, +Diboson,544.751536187187,544.751536187187,544.751536187187,544.751536187187,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,120.74204174793252,120.74204174793252,120.71963054554595,120.71963054554595,0.05956914145555718,0.04176628026644057,0.04176628026644057,0.04176628026644057,0.04176628026644057,,, +VBFHbb,32.24173303425971,32.24173303425971,32.23831123818383,32.23831123818383,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,32.70020301080715,32.70020301080715,32.696277043463795,32.696277043463795,0.008196364407564306,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,,, +WHbb,56.014320595270185,56.014320595270185,56.00371732736636,56.00176596226789,0.009944397967179545,0.004805809129434582,0.004805809129434582,0.004805809129434582,0.004805809129434582,,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.879327906819619,4.87917304753225,0.0007828385699077611,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,,, +ttHbb,156.94119216557863,156.94119216557863,156.92518417388314,156.89562337944528,0.06759532338874033,0.02156969582692227,0.02049579070408744,0.01954199126776997,0.01882188837814201,,, +HWW,80.56791059341468,80.56791059341468,80.56035519769166,80.54779884286333,0.8058513358313382,0.24568780043527644,0.2336647195923644,0.2271128272503778,0.2153650524484308,,, +Data,1047903.0,1047903.0,,,,44.0,44.0,44.0,43.0,1047903.0,1047903.0,243.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JMR_down.csv new file mode 100644 index 00000000..ac1b75be --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_down >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.994 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.0818394843615291,0.05650913286154602,0.05259256523799038,0.05253421356037585,0.052243403195065805, +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,59.96740703584952,17.425611373755153,17.425611373755153,17.425611373755153,17.425611373755153, +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,22.838496997430624,4.106588363530893,4.165726521739612,3.765305160323693,3.6524420338020067, +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,1.235614848478772,0.2793657353914413,0.2793657353914413,0.2793657353914413,0.2793657353914413, +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,5.374678895341248,1.133893703111495,1.0371520695821397,1.0371520695821397,1.0371520695821397, +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,3.317471649416392,1.561093130868247,1.561093130868247,1.561093130868247,1.561093130868247, +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0,0.0, +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.05559762139049193,0.037794760201375316,0.037794760201375316,0.037794760201375316,0.037794760201375316, +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0,0.0, +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.008196364407564306,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596, +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.01052673571981664,0.005880346821978232,0.005880346821978232,0.005880346821978232,0.005880346821978232, +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0010928800343171664,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367, +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.06838401832030344,0.026281605139186003,0.025207700016351177,0.024253900580033703,0.022848726504831822, +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.8345053798683546,0.24738681983881455,0.23536373899590252,0.23116473643793872,0.2188756751242076, +Data,1047903.0,1047903.0,1047903.0,1047903.0,,44.0,44.0,44.0,43.0,243.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JMR_up.csv new file mode 100644 index 00000000..3d7f16ce --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_up >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.994 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.0731610005431052,0.05091562523149355,0.046996374648120676,0.046938022970506144,0.046704293360375515, +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,75.16479498210198,5.1900386012671245,5.1900386012671245,5.1900386012671245,5.1900386012671245, +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,24.010326236050805,4.359777518782701,4.41891567699142,4.0276621272661695,3.9538274757408582, +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,1.5945431765646751,0.4289413504049467,0.4289413504049467,0.4289413504049467,0.4289413504049467, +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,5.331207674538432,1.076559265787108,1.076559265787108,1.076559265787108,1.076559265787108, +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,3.232562587345854,1.2406866497136533,1.2406866497136533,1.2406866497136533,1.2406866497136533, +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0,0.0, +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.019332181450584476,0.019332181450584476,0.019332181450584476,0.019332181450584476,0.019332181450584476, +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0,0.0, +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.008196364407564306,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596, +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.011204927029818902,0.006034579110384033,0.006034579110384033,0.006034579110384033,0.006034579110384033, +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0017792721456738902,0.0008642598710481218,0.0008642598710481218,0.0008642598710481218,0.0008642598710481218, +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.06997949299297532,0.019608352914536893,0.018534447791702078,0.017580648355384608,0.015568433516570647, +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.7355364377638234,0.2138189908900372,0.2017959100471251,0.19452350131543972,0.1816593832740494, +Data,1047903.0,1047903.0,1047903.0,1047903.0,,44.0,44.0,44.0,43.0,243.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JMS_down.csv new file mode 100644 index 00000000..8b7f8112 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_down >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.994 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.0797356331871783,0.055328358675746404,0.05138982582948887,0.05133147415187434,0.05108574708601482, +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,60.6078777260439,21.130414960411866,21.130414960411866,21.130414960411866,21.130414960411866, +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,23.328387470831593,4.026038590078026,4.085176748286745,3.6640117375042336,3.5901770859789224, +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,1.748162713415768,0.4289413504049467,0.4289413504049467,0.4289413504049467,0.4289413504049467, +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,5.5815639632875325,1.133893703111495,1.0371520695821397,1.0371520695821397,1.0371520695821397, +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,3.3766557576325273,1.5157991481135225,1.5157991481135225,1.5157991481135225,1.5157991481135225, +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0,0.0, +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.03713504263970109,0.019332181450584476,0.019332181450584476,0.019332181450584476,0.019332181450584476, +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0,0.0, +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.008196364407564306,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596, +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.009944397967179545,0.004805809129434582,0.004805809129434582,0.004805809129434582,0.004805809129434582, +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0007828385699077611,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367, +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.06910975588983645,0.02198888686321491,0.02091498174038009,0.019961182304062623,0.018343831366377465, +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.8076292972617336,0.24254781052928,0.23052472968636795,0.22416719979866406,0.21342974849726085, +Data,1047903.0,1047903.0,1047903.0,1047903.0,,44.0,44.0,44.0,43.0,243.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JMS_up.csv new file mode 100644 index 00000000..f6fe440d --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passggf_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_up >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.994 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.07963260924467648,0.05521041514720864,0.0512718823009511,0.051213530623336584,0.05094941330918409, +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,60.82461413741265,21.130414960411866,21.130414960411866,21.130414960411866,21.130414960411866, +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,23.17076785594896,4.189427564975341,4.24856572318406,3.8274007124015483,3.753566060876237, +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,1.748162713415768,0.4289413504049467,0.4289413504049467,0.4289413504049467,0.4289413504049467, +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,5.39941873538774,1.076559265787108,1.076559265787108,1.076559265787108,1.076559265787108, +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,3.272214180459543,1.5157991481135225,1.5157991481135225,1.5157991481135225,1.5157991481135225, +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0,0.0, +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.03713504263970109,0.019332181450584476,0.019332181450584476,0.019332181450584476,0.019332181450584476, +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0,0.0, +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.008196364407564306,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596, +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.010671833206283737,0.005533244368538773,0.005533244368538773,0.005533244368538773,0.005533244368538773, +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0007828385699077611,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367, +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.06386336746310747,0.01942784364207773,0.018353938519242906,0.017400139082925432,0.016680036193297474, +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.8128274124015844,0.24391898947110863,0.23189590862819656,0.22553837874049273,0.21324931742676162, +Data,1047903.0,1047903.0,1047903.0,1047903.0,,44.0,44.0,44.0,43.0,243.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow.csv new file mode 100644 index 00000000..d3483f27 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.009583006101330529,0.004381194011370422,0.004381194011370422,0.004357890672393658 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,5.766758281634221,0.0,0.0,0.0 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.055091396808934615,0.0,0.0,0.0 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,0.13412189797405288,0.0,0.0,0.0 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.0,0.0,0.0,0.0 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.0,0.0,0.0,0.0 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.0,0.0,0.0,0.0 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0002247348412580244,0.0,0.0,0.0 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397 +Data,1047903.0,1047903.0,1047903.0,1047903.0,24.0,1.0,1.0,1.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JER_down.csv new file mode 100644 index 00000000..1027650b --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9086202562710456,0.9032729107620694,0.009583006101330529,0.004381194011370422,0.004381194011370422,0.004357890672393658,, +QCD,717986.216814939,956785.8146709627,948364.0361544128,941611.8267485962,5.766758281634221,0.0,0.0,0.0,, +TT,63126.80979180276,63126.80979180276,62673.79614323329,62216.48155564703,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409,, +ST,5417.824558008516,5417.824558008516,5377.353115354821,5346.142315388623,0.055091396808934615,0.0,0.0,0.0,, +W+Jets,9487.889178263631,9487.889178263631,9420.543436555281,9370.593747378542,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557,, +Z+Jets,12055.822300436781,12055.822300436781,11963.681352389223,11895.51750751837,0.13412189797405288,0.0,0.0,0.0,, +Diboson,544.751536187187,544.751536187187,541.5333279703598,539.5308044193844,0.0,0.0,0.0,0.0,, +ggFHbb,120.74204174793252,120.74204174793252,120.07126024952862,119.40043805803371,0.0,0.0,0.0,0.0,, +VBFHbb,32.24173303425971,32.24173303425971,32.09098572075379,31.915490654706662,0.0,0.0,0.0,0.0,, +ZHbb,32.70020301080715,32.70020301080715,32.51229709989521,32.39048595448399,0.0,0.0,0.0,0.0,, +WHbb,56.014320595270185,56.014320595270185,55.68961912767411,55.51113359847001,0.0,0.0,0.0,0.0,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.850277343583236,4.823413122979026,0.0002247348412580244,0.0,0.0,0.0,, +ttHbb,156.94119216557863,156.94119216557863,155.94705721730352,154.8512284574327,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825,, +HWW,80.56791059341468,80.56791059341468,80.06917628289587,79.44977797155293,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397,, +Data,1047903.0,1047903.0,,,24.0,1.0,1.0,1.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JER_up.csv new file mode 100644 index 00000000..edfe2c6e --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9087910422523933,0.9039911771807736,0.009583006101330529,0.004381194011370422,0.004381194011370422,0.004357890672393658,, +QCD,717986.216814939,956785.8146709627,948644.7035294859,941689.1725997124,5.766758281634221,0.0,0.0,0.0,, +TT,63126.80979180276,63126.80979180276,62748.65359108715,62350.558550020374,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409,, +ST,5417.824558008516,5417.824558008516,5380.019529035428,5352.781145230527,0.055091396808934615,0.0,0.0,0.0,, +W+Jets,9487.889178263631,9487.889178263631,9424.098448265346,9376.427000646685,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557,, +Z+Jets,12055.822300436781,12055.822300436781,11970.280347915328,11907.501953889905,0.13412189797405288,0.0,0.0,0.0,, +Diboson,544.751536187187,544.751536187187,541.0881926888653,539.2414054191454,0.0,0.0,0.0,0.0,, +ggFHbb,120.74204174793252,120.74204174793252,120.07042524743345,119.27825223478067,0.0,0.0,0.0,0.0,, +VBFHbb,32.24173303425971,32.24173303425971,32.11233185743809,31.972834248054944,0.0,0.0,0.0,0.0,, +ZHbb,32.70020301080715,32.70020301080715,32.50629199227846,32.37127325754241,0.0,0.0,0.0,0.0,, +WHbb,56.014320595270185,56.014320595270185,55.67763486575412,55.48629077310594,0.0,0.0,0.0,0.0,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.8517784616619,4.8285634978383225,0.0002247348412580244,0.0,0.0,0.0,, +ttHbb,156.94119216557863,156.94119216557863,156.03648620372667,155.10345329641785,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825,, +HWW,80.56791059341468,80.56791059341468,80.16639644289663,79.67713590709836,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397,, +Data,1047903.0,1047903.0,,,24.0,1.0,1.0,1.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JES_down.csv new file mode 100644 index 00000000..bd47861d --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9021974589337566,0.8921274934572291,0.009553627596180605,0.0043518155062205,0.0043518155062205,0.004328512167243737,, +QCD,717986.216814939,956785.8146709627,938661.3615136005,924579.0079995885,5.766758281634221,0.0,0.0,0.0,, +TT,63126.80979180276,63126.80979180276,62281.26379618576,61419.84821786183,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409,, +ST,5417.824558008516,5417.824558008516,5343.110583081037,5284.0364074716335,0.055091396808934615,0.0,0.0,0.0,, +W+Jets,9487.889178263631,9487.889178263631,9357.72731042376,9249.165805487482,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557,, +Z+Jets,12055.822300436781,12055.822300436781,11862.409496423767,11728.495220567063,0.13412189797405288,0.0,0.0,0.0,, +Diboson,544.751536187187,544.751536187187,538.0128172568578,533.0567491419495,0.0,0.0,0.0,0.0,, +ggFHbb,120.74204174793252,120.74204174793252,119.40071843999348,117.91244552095317,0.0,0.0,0.0,0.0,, +VBFHbb,32.24173303425971,32.24173303425971,31.963053181455805,31.627848698776596,0.0,0.0,0.0,0.0,, +ZHbb,32.70020301080715,32.70020301080715,32.31418583302164,32.04157172822267,0.0,0.0,0.0,0.0,, +WHbb,56.014320595270185,56.014320595270185,55.31129788288006,54.93711011186556,0.0,0.0,0.0,0.0,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.818097766172652,4.7680686559651555,0.0002247348412580244,0.0,0.0,0.0,, +ttHbb,156.94119216557863,156.94119216557863,154.9802638394503,152.95156197255415,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825,, +HWW,80.56791059341468,80.56791059341468,79.61251131832795,78.50954646527252,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397,, +Data,1047903.0,1047903.0,,,24.0,1.0,1.0,1.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JES_up.csv new file mode 100644 index 00000000..09b35b22 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9145866495848747,0.9145155175981409,0.009585666459740322,0.004381194011370422,0.004381194011370422,0.004357890672393658,, +QCD,717986.216814939,956785.8146709627,956667.0157052347,956553.6806509071,5.766758281634221,0.0,0.0,0.0,, +TT,63126.80979180276,63126.80979180276,63116.826564698415,63107.18599108666,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409,, +ST,5417.824558008516,5417.824558008516,5417.184318734426,5416.5525968038955,0.055091396808934615,0.0,0.0,0.0,, +W+Jets,9487.889178263631,9487.889178263631,9487.064804758824,9486.32235540528,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557,, +Z+Jets,12055.822300436781,12055.822300436781,12054.071026015921,12053.005237267775,0.13412189797405288,0.0,0.0,0.0,, +Diboson,544.751536187187,544.751536187187,544.751536187187,544.751536187187,0.0,0.0,0.0,0.0,, +ggFHbb,120.74204174793252,120.74204174793252,120.71963054554595,120.71963054554595,0.0,0.0,0.0,0.0,, +VBFHbb,32.24173303425971,32.24173303425971,32.23831123818383,32.23831123818383,0.0,0.0,0.0,0.0,, +ZHbb,32.70020301080715,32.70020301080715,32.696277043463795,32.696277043463795,0.0,0.0,0.0,0.0,, +WHbb,56.014320595270185,56.014320595270185,56.00371732736636,56.00176596226789,0.0,0.0,0.0,0.0,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.879327906819619,4.87917304753225,0.0002247348412580244,0.0,0.0,0.0,, +ttHbb,156.94119216557863,156.94119216557863,156.92518417388314,156.89562337944528,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825,, +HWW,80.56791059341468,80.56791059341468,80.56035519769166,80.54779884286333,0.07985896387178333,0.012051867493711397,0.012051867493711397,0.012051867493711397,, +Data,1047903.0,1047903.0,,,24.0,1.0,1.0,1.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JMR_down.csv new file mode 100644 index 00000000..d3483f27 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.009583006101330529,0.004381194011370422,0.004381194011370422,0.004357890672393658 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,5.766758281634221,0.0,0.0,0.0 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.055091396808934615,0.0,0.0,0.0 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,0.13412189797405288,0.0,0.0,0.0 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.0,0.0,0.0,0.0 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.0,0.0,0.0,0.0 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.0,0.0,0.0,0.0 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0002247348412580244,0.0,0.0,0.0 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397 +Data,1047903.0,1047903.0,1047903.0,1047903.0,24.0,1.0,1.0,1.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JMR_up.csv new file mode 100644 index 00000000..d3483f27 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.009583006101330529,0.004381194011370422,0.004381194011370422,0.004357890672393658 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,5.766758281634221,0.0,0.0,0.0 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.055091396808934615,0.0,0.0,0.0 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,0.13412189797405288,0.0,0.0,0.0 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.0,0.0,0.0,0.0 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.0,0.0,0.0,0.0 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.0,0.0,0.0,0.0 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0002247348412580244,0.0,0.0,0.0 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397 +Data,1047903.0,1047903.0,1047903.0,1047903.0,24.0,1.0,1.0,1.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JMS_down.csv new file mode 100644 index 00000000..d3483f27 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.009583006101330529,0.004381194011370422,0.004381194011370422,0.004357890672393658 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,5.766758281634221,0.0,0.0,0.0 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.055091396808934615,0.0,0.0,0.0 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,0.13412189797405288,0.0,0.0,0.0 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.0,0.0,0.0,0.0 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.0,0.0,0.0,0.0 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.0,0.0,0.0,0.0 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0002247348412580244,0.0,0.0,0.0 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397 +Data,1047903.0,1047903.0,1047903.0,1047903.0,24.0,1.0,1.0,1.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JMS_up.csv new file mode 100644 index 00000000..d3483f27 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016/passvbf_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.009583006101330529,0.004381194011370422,0.004381194011370422,0.004357890672393658 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,5.766758281634221,0.0,0.0,0.0 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.055091396808934615,0.0,0.0,0.0 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,0.13412189797405288,0.0,0.0,0.0 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.0,0.0,0.0,0.0 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.0,0.0,0.0,0.0 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.0,0.0,0.0,0.0 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0002247348412580244,0.0,0.0,0.0 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397 +Data,1047903.0,1047903.0,1047903.0,1047903.0,24.0,1.0,1.0,1.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow.csv new file mode 100644 index 00000000..39915798 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.3689082675908363,0.36827657175589595,0.3664211447383801 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,968194.6958131382,966575.8329570786,963477.1843784222 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,59756.04620421225,53581.011783496266,47369.53176682067 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,5277.663381085969,4827.68892161338,4353.263702426815 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,10267.98041055657,10240.771375918208,10214.924023501666 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,8391.373012782422,8370.619662623449,8331.43470986793 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,427.8095451515573,408.6227711479913,391.3912666097881 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,45.30216339603112,45.142460352433716,44.74304469717901 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,12.910667691672323,12.88796377991545,12.781781795885522 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,11.799771340315372,11.748120919965892,11.666691037425696 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,22.935801367330377,22.891716198731135,22.762665877722227 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,2.3432337853521314,2.337704288637104,2.3187157788024946 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,116.0286360102471,102.76848179845926,89.14805678548099 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,77.25306730184919,64.56532116288594,53.54802832202656 +Data,1331012.0,1331012.0,1331012.0,1331012.0,1100458.0,1090240.0,1078427.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JER_down.csv new file mode 100644 index 00000000..46e14cf4 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.1007654125568072,1.0943466848718584,0.3689838386278276,0.36835214279288725,0.36649671577537146,, +QCD,900603.372757249,1219440.0804636534,1208182.4786762223,1200009.3644063028,968115.9810780144,966480.6108474126,963385.5017445618,, +TT,76537.02908224265,76537.02908224265,76005.7888408999,75436.82978583084,59698.85476465417,53536.31787896018,47336.74932332276,, +ST,6617.229257123121,6617.229257123121,6566.328361234981,6530.907835704748,5277.757625123997,4826.973151965493,4353.16596780443,, +W+Jets,12421.273275458932,12421.273275458932,12339.320639263746,12260.495964100859,10264.915822931636,10237.566087955458,10211.662984640825,, +Z+Jets,14717.02364266734,14717.02364266734,14597.661223947085,14510.332852864116,8387.14164328013,8366.555039545336,8327.284481218028,, +Diboson,703.6912877316817,703.6912877316817,698.579291598942,694.5916383161529,427.30679500407336,408.17954741521237,391.04747197968345,, +ggFHbb,138.81856362723408,138.81856362723408,138.15554634923888,137.17501694965563,45.32742148315782,45.167718439560424,44.76830278430572,, +VBFHbb,40.60062332311162,40.60062332311162,40.49535934358885,40.33863807551278,12.901762241315136,12.879058329558266,12.772876345528337,, +ZHbb,38.56092725636813,38.56092725636813,38.30942955891692,38.14570716432015,11.798125796489272,11.74647537613979,11.666431838054264,, +WHbb,66.232275837835,66.232275837835,65.79959420574862,65.60151072204596,22.93473446572348,22.89260620132914,22.763555880320233,, +ggZHbb,5.921431593700421,5.921431593700421,5.889087636165095,5.8513654951795635,2.3421762080813324,2.3366467113663054,2.317914490091244,, +ttHbb,187.9810602386041,187.9810602386041,186.82068755865188,185.52754103860983,115.92756418020977,102.6910162332245,89.08426446304743,, +HWW,97.55810924622651,97.55810924622651,96.95233954850245,96.16828112430852,77.18297347550448,64.50712669535055,53.51142845068544,, +Data,1331012.0,1331012.0,,,1100458.0,1090240.0,1078427.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JER_up.csv new file mode 100644 index 00000000..1a4bb432 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.1000283455508442,1.093563222944563,0.36881957801286125,0.36818079259298936,0.36632536557547357,, +QCD,900603.372757249,1219440.0804636534,1208523.5722318934,1200033.7819080197,968333.4816015975,966724.1991945556,963625.4912420575,, +TT,76537.02908224265,76537.02908224265,76057.90175062326,75546.39913344698,59791.400372422875,53607.709190787704,47386.115143169416,, +ST,6617.229257123121,6617.229257123121,6569.594060609604,6535.389534232395,5281.431876922224,4831.657425221724,4357.10588828644,, +W+Jets,12421.273275458932,12421.273275458932,12341.825146611021,12264.924202464117,10268.312380642396,10241.188198155278,10215.417120054308,, +Z+Jets,14717.02364266734,14717.02364266734,14601.95480697945,14517.83317032325,8391.421257069986,8370.618919587834,8331.609259651776,, +Diboson,703.6912877316817,703.6912877316817,699.274850691623,695.7930322677172,427.8893356031577,408.7025615995916,391.4710570613885,, +ggFHbb,138.81856362723408,138.81856362723408,138.1359310079184,137.16716893739732,45.29711139715256,45.137408353555166,44.73799269830046,, +VBFHbb,40.60062332311162,40.60062332311162,40.474722810632116,40.36086441370259,12.918779347138004,12.896075435381134,12.789893451351205,, +ZHbb,38.56092725636813,38.56092725636813,38.29663889299799,38.13726355471172,11.809667152238447,11.758016731888969,11.676586849348773,, +WHbb,66.232275837835,66.232275837835,65.79172252987414,65.57398960849181,22.928034541851552,22.88394937325231,22.7548990522434,, +ggZHbb,5.921431593700421,5.921431593700421,5.887904683527691,5.855217962847878,2.3434904878624687,2.337960991147442,2.3189724813128327,, +ttHbb,187.9810602386041,187.9810602386041,186.88290996039103,185.72296875559454,116.09877758960441,102.82461475386307,89.19513106593017,, +HWW,97.55810924622651,97.55810924622651,97.04385400611787,96.33153606063196,77.29816288915787,64.59503013481468,53.56769764938811,, +Data,1331012.0,1331012.0,,,1100458.0,1090240.0,1078427.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JES_down.csv new file mode 100644 index 00000000..de12cd70 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.0917069850409113,1.0781356268307336,0.3629648059473203,0.3623546728947583,0.3605045490774039,, +QCD,900603.372757249,1219440.0804636534,1195253.18073095,1177719.865509848,949985.9618030372,948389.6742725599,945364.277292517,, +TT,76537.02908224265,76537.02908224265,75455.8672753345,74346.61812260182,58820.24384406234,52756.31421326463,46659.43647887213,, +ST,6617.229257123121,6617.229257123121,6513.894336293484,6437.416751030387,5201.817311594106,4760.055953099953,4294.717201812059,, +W+Jets,12421.273275458932,12421.273275458932,12242.321861551814,12084.680852048914,10119.357499348227,10092.368299563985,10067.02584366726,, +Z+Jets,14717.02364266734,14717.02364266734,14468.821057932211,14291.993481946272,8265.569397715464,8245.347609290251,8206.96723900642,, +Diboson,703.6912877316817,703.6912877316817,693.0662177097603,685.7998823459604,420.9525776312646,402.2063263732423,385.35591291714536,, +ggFHbb,138.81856362723408,138.81856362723408,137.1939721773011,135.31119077640614,44.61824265600723,44.45853961240984,44.05912395715513,, +VBFHbb,40.60062332311162,40.60062332311162,40.24272494114581,39.87078912776376,12.737142547725545,12.714438635968673,12.608256651938746,, +ZHbb,38.56092725636813,38.56092725636813,38.05426925581597,37.73628835069991,11.650735028339612,11.601574820481598,11.525111684557157,, +WHbb,66.232275837835,66.232275837835,65.32166411216625,64.87958091280734,22.652820945833795,22.61141846445601,22.483201181072555,, +ggZHbb,5.921431593700421,5.921431593700421,5.849255584936747,5.77720182418215,2.313726294494792,2.308196797779765,2.2897297011564843,, +ttHbb,187.9810602386041,187.9810602386041,185.57110999047728,183.10434371442994,114.38477765056805,101.34794294950856,87.94603486057157,, +HWW,97.55810924622651,97.55810924622651,96.30840345343226,94.86719745065234,76.13548776448891,63.648808174519296,52.82285604612391,, +Data,1331012.0,1331012.0,,,1100458.0,1090240.0,1078427.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JES_up.csv new file mode 100644 index 00000000..0dea2fd4 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.1081035713714382,1.1080653903338389,0.3744368182454417,0.3738041182368086,0.3718952343303235,, +QCD,900603.372757249,1219440.0804636534,1219439.4799126645,1219422.47933788,983803.9510620306,982157.6313555638,978967.0192317961,, +TT,76537.02908224265,76537.02908224265,76534.95448087924,76533.07862026204,60581.09161745417,54307.520362390154,47992.442901525355,, +ST,6617.229257123121,6617.229257123121,6616.778108324861,6616.821960574154,5346.7324702061605,4888.024616212377,4408.351439540079,, +W+Jets,12421.273275458932,12421.273275458932,12421.078715069132,12420.818420918185,10398.60569223109,10371.006698381132,10344.660714081547,, +Z+Jets,14717.02364266734,14717.02364266734,14716.544046931334,14716.383412145502,8504.84395957218,8483.67089260777,8443.517523679762,, +Diboson,703.6912877316817,703.6912877316817,703.6912877316817,703.6912877316817,432.8668005124813,413.46544173262964,395.88075032990525,, +ggFHbb,138.81856362723408,138.81856362723408,138.81058175779788,138.81058175779788,45.78478794998247,45.625084906385084,45.22566925113037,, +VBFHbb,40.60062332311162,40.60062332311162,40.591331153836336,40.591331153836336,12.992277040321706,12.969573128564836,12.863391144534907,, +ZHbb,38.56092725636813,38.56092725636813,38.55979972772222,38.55979972772222,11.954584674298655,11.902934253949173,11.818449246519354,, +WHbb,66.232275837835,66.232275837835,66.23173382727803,66.2285336555317,23.214875627993948,23.170790459394702,23.041336654550758,, +ggZHbb,5.921431593700421,5.921431593700421,5.921287148529628,5.921287148529628,2.369231479434375,2.363701982719348,2.344713472884738,, +ttHbb,187.9810602386041,187.9810602386041,187.97421160742965,187.97065844812124,117.51557058302265,104.04513431903834,90.22800043417257,, +HWW,97.55810924622651,97.55810924622651,97.55627725126962,97.5572062066977,78.27985386070976,65.42662168705513,54.214557931711674,, +Data,1331012.0,1331012.0,,,1100458.0,1090240.0,1078427.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JMR_down.csv new file mode 100644 index 00000000..39915798 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.3689082675908363,0.36827657175589595,0.3664211447383801 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,968194.6958131382,966575.8329570786,963477.1843784222 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,59756.04620421225,53581.011783496266,47369.53176682067 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,5277.663381085969,4827.68892161338,4353.263702426815 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,10267.98041055657,10240.771375918208,10214.924023501666 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,8391.373012782422,8370.619662623449,8331.43470986793 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,427.8095451515573,408.6227711479913,391.3912666097881 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,45.30216339603112,45.142460352433716,44.74304469717901 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,12.910667691672323,12.88796377991545,12.781781795885522 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,11.799771340315372,11.748120919965892,11.666691037425696 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,22.935801367330377,22.891716198731135,22.762665877722227 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,2.3432337853521314,2.337704288637104,2.3187157788024946 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,116.0286360102471,102.76848179845926,89.14805678548099 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,77.25306730184919,64.56532116288594,53.54802832202656 +Data,1331012.0,1331012.0,1331012.0,1331012.0,1100458.0,1090240.0,1078427.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JMR_up.csv new file mode 100644 index 00000000..39915798 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.3689082675908363,0.36827657175589595,0.3664211447383801 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,968194.6958131382,966575.8329570786,963477.1843784222 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,59756.04620421225,53581.011783496266,47369.53176682067 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,5277.663381085969,4827.68892161338,4353.263702426815 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,10267.98041055657,10240.771375918208,10214.924023501666 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,8391.373012782422,8370.619662623449,8331.43470986793 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,427.8095451515573,408.6227711479913,391.3912666097881 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,45.30216339603112,45.142460352433716,44.74304469717901 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,12.910667691672323,12.88796377991545,12.781781795885522 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,11.799771340315372,11.748120919965892,11.666691037425696 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,22.935801367330377,22.891716198731135,22.762665877722227 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,2.3432337853521314,2.337704288637104,2.3187157788024946 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,116.0286360102471,102.76848179845926,89.14805678548099 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,77.25306730184919,64.56532116288594,53.54802832202656 +Data,1331012.0,1331012.0,1331012.0,1331012.0,1100458.0,1090240.0,1078427.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JMS_down.csv new file mode 100644 index 00000000..39915798 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.3689082675908363,0.36827657175589595,0.3664211447383801 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,968194.6958131382,966575.8329570786,963477.1843784222 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,59756.04620421225,53581.011783496266,47369.53176682067 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,5277.663381085969,4827.68892161338,4353.263702426815 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,10267.98041055657,10240.771375918208,10214.924023501666 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,8391.373012782422,8370.619662623449,8331.43470986793 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,427.8095451515573,408.6227711479913,391.3912666097881 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,45.30216339603112,45.142460352433716,44.74304469717901 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,12.910667691672323,12.88796377991545,12.781781795885522 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,11.799771340315372,11.748120919965892,11.666691037425696 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,22.935801367330377,22.891716198731135,22.762665877722227 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,2.3432337853521314,2.337704288637104,2.3187157788024946 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,116.0286360102471,102.76848179845926,89.14805678548099 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,77.25306730184919,64.56532116288594,53.54802832202656 +Data,1331012.0,1331012.0,1331012.0,1331012.0,1100458.0,1090240.0,1078427.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JMS_up.csv new file mode 100644 index 00000000..39915798 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/fail_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.3689082675908363,0.36827657175589595,0.3664211447383801 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,968194.6958131382,966575.8329570786,963477.1843784222 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,59756.04620421225,53581.011783496266,47369.53176682067 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,5277.663381085969,4827.68892161338,4353.263702426815 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,10267.98041055657,10240.771375918208,10214.924023501666 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,8391.373012782422,8370.619662623449,8331.43470986793 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,427.8095451515573,408.6227711479913,391.3912666097881 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,45.30216339603112,45.142460352433716,44.74304469717901 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,12.910667691672323,12.88796377991545,12.781781795885522 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,11.799771340315372,11.748120919965892,11.666691037425696 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,22.935801367330377,22.891716198731135,22.762665877722227 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,2.3432337853521314,2.337704288637104,2.3187157788024946 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,116.0286360102471,102.76848179845926,89.14805678548099 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,77.25306730184919,64.56532116288594,53.54802832202656 +Data,1331012.0,1331012.0,1331012.0,1331012.0,1100458.0,1090240.0,1078427.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow.csv new file mode 100644 index 00000000..b644d23f --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.09817265630756865,0.06718845032026208,0.062101145694333455,0.06200957378062879,0.06174959050261146 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,107.90450792392356,21.8250531415681,21.8250531415681,21.8250531415681,21.8250531415681 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,29.60625159862108,5.50901606449798,5.414423349986801,4.722066271510907,4.242030747972153 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,3.3058036147853076,0.6515245689484095,0.6515245689484095,0.6515245689484095,0.6515245689484095 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,6.382374563298713,0.3584676495434992,0.3584676495434992,0.3584676495434992,0.3584676495434992 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,4.05263155691451,1.9590271740024,1.9590271740024,1.9590271740024,1.9590271740024 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.28002666601210957,0.0,0.0,0.0,0.0 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0,0.0 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0,0.0 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.01138130942536052,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.015246717288579861,0.015246717288579861,0.015246717288579861,0.015246717288579861,0.015246717288579861 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.001667555224918355,0.0011226072283970592,0.0011226072283970592,0.0011226072283970592,0.0011226072283970592 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.0850921378047692,0.03705128039636061,0.03705128039636061,0.03337433370230909,0.029426987127381544 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,1.0191424240463092,0.27960948569052385,0.26182743292202143,0.2462682276824009,0.23512054326433046 +Data,1331012.0,1331012.0,1331012.0,1331012.0,357.0,63.0,61.0,61.0,61.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JER_down.csv new file mode 100644 index 00000000..f9e460d5 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScore_JER_down >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.994 +HHbbVV,1.108127280079604,1.108127280079604,1.1007654125568072,1.0943466848718584,0.09774760279402045,0.06690738376471192,0.06184057480867987,0.0617490028949752,0.06148901961695788,,, +QCD,900603.372757249,1219440.0804636534,1208182.4786762223,1200009.3644063028,107.90450792392356,21.8250531415681,21.8250531415681,21.8250531415681,21.8250531415681,,, +TT,76537.02908224265,76537.02908224265,76005.7888408999,75436.82978583084,30.044097178610826,5.502923529280282,5.408330814769102,4.715973736293209,4.235938212754455,,, +ST,6617.229257123121,6617.229257123121,6566.328361234981,6530.907835704748,3.3058036147853076,0.6515245689484095,0.6515245689484095,0.6515245689484095,0.6515245689484095,,, +W+Jets,12421.273275458932,12421.273275458932,12339.320639263746,12260.495964100859,6.391016300911213,0.3584676495434992,0.3584676495434992,0.3584676495434992,0.3584676495434992,,, +Z+Jets,14717.02364266734,14717.02364266734,14597.661223947085,14510.332852864116,4.115009804678806,2.021405421766696,2.021405421766696,2.021405421766696,2.021405421766696,,, +Diboson,703.6912877316817,703.6912877316817,698.579291598942,694.5916383161529,0.28002666601210957,0.0,0.0,0.0,0.0,,, +ggFHbb,138.81856362723408,138.81856362723408,138.15554634923888,137.17501694965563,0.007548481259197471,0.007548481259197471,0.007548481259197471,0.007548481259197471,0.007548481259197471,,, +VBFHbb,40.60062332311162,40.60062332311162,40.49535934358885,40.33863807551278,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,38.56092725636813,38.56092725636813,38.30942955891692,38.14570716432015,0.01138130942536052,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316,,, +WHbb,66.232275837835,66.232275837835,65.79959420574862,65.60151072204596,0.014273745112078485,0.014273745112078485,0.014273745112078485,0.014273745112078485,0.014273745112078485,,, +ggZHbb,5.921431593700421,5.921431593700421,5.889087636165095,5.8513654951795635,0.001667555224918355,0.0011226072283970592,0.0011226072283970592,0.0011226072283970592,0.0011226072283970592,,, +ttHbb,187.9810602386041,187.9810602386041,186.82068755865188,185.52754103860983,0.08368139003384513,0.03705128039636061,0.03705128039636061,0.03337433370230909,0.029426987127381544,,, +HWW,97.55810924622651,97.55810924622651,96.95233954850245,96.16828112430852,1.0275592290883757,0.2840242741864186,0.26557760740202047,0.2500184021623999,0.23887071774432955,,, +Data,1331012.0,1331012.0,,,,63.0,61.0,61.0,61.0,1331012.0,1331012.0,357.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JER_up.csv new file mode 100644 index 00000000..42708fec --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScore_JER_up >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.994 +HHbbVV,1.108127280079604,1.108127280079604,1.1000283455508442,1.093563222944563,0.09791771511122661,0.06706681193003351,0.062000002974001475,0.06190843106029681,0.06166729763769245,,, +QCD,900603.372757249,1219440.0804636534,1208523.5722318934,1200033.7819080197,118.27209388779994,21.8250531415681,21.8250531415681,21.8250531415681,21.8250531415681,,, +TT,76537.02908224265,76537.02908224265,76057.90175062326,75546.39913344698,29.463271008533255,5.617466807441477,5.522874092930296,4.8305170144544025,4.35048149091565,,, +ST,6617.229257123121,6617.229257123121,6569.594060609604,6535.389534232395,3.181642984940527,0.6515245689484095,0.6515245689484095,0.6515245689484095,0.6515245689484095,,, +W+Jets,12421.273275458932,12421.273275458932,12341.825146611021,12264.924202464117,6.333222875453331,0.3584676495434992,0.3584676495434992,0.3584676495434992,0.3584676495434992,,, +Z+Jets,14717.02364266734,14717.02364266734,14601.95480697945,14517.83317032325,4.05263155691451,1.9590271740024,1.9590271740024,1.9590271740024,1.9590271740024,,, +Diboson,703.6912877316817,703.6912877316817,699.274850691623,695.7930322677172,0.28002666601210957,0.0,0.0,0.0,0.0,,, +ggFHbb,138.81856362723408,138.81856362723408,138.1359310079184,137.16716893739732,0.0,0.0,0.0,0.0,0.0,,, +VBFHbb,40.60062332311162,40.60062332311162,40.474722810632116,40.36086441370259,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,38.56092725636813,38.56092725636813,38.29663889299799,38.13726355471172,0.01138130942536052,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316,,, +WHbb,66.232275837835,66.232275837835,65.79172252987414,65.57398960849181,0.015246717288579861,0.015246717288579861,0.015246717288579861,0.015246717288579861,0.015246717288579861,,, +ggZHbb,5.921431593700421,5.921431593700421,5.887904683527691,5.855217962847878,0.0011735977622782739,0.0009335550217919935,0.0009335550217919935,0.0009335550217919935,0.0009335550217919935,,, +ttHbb,187.9810602386041,187.9810602386041,186.88290996039103,185.72296875559454,0.08368139003384513,0.03705128039636061,0.03705128039636061,0.03337433370230909,0.029426987127381544,,, +HWW,97.55810924622651,97.55810924622651,97.04385400611787,96.33153606063196,1.014650654389965,0.279952996623696,0.2621709438551936,0.246611738615573,0.23546405419750266,,, +Data,1331012.0,1331012.0,,,,63.0,61.0,61.0,61.0,1331012.0,1331012.0,357.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JES_down.csv new file mode 100644 index 00000000..5b7756ad --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScore_JES_down >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.994 +HHbbVV,1.108127280079604,1.108127280079604,1.0917069850409113,1.0781356268307336,0.09649219427130959,0.06631789451243998,0.06125647956468658,0.061164907650981905,0.06088576690692725,,, +QCD,900603.372757249,1219440.0804636534,1195253.18073095,1177719.865509848,115.42821379029547,21.8250531415681,21.8250531415681,21.8250531415681,21.8250531415681,,, +TT,76537.02908224265,76537.02908224265,75455.8672753345,74346.61812260182,28.96007770683179,5.356463162264451,5.261870447753271,4.621097842518454,4.141062318979701,,, +ST,6617.229257123121,6617.229257123121,6513.894336293484,6437.416751030387,3.850363926550748,0.8451368542895044,0.8451368542895044,0.8451368542895044,0.8451368542895044,,, +W+Jets,12421.273275458932,12421.273275458932,12242.321861551814,12084.680852048914,6.139092512163117,0.3584676495434992,0.3584676495434992,0.3584676495434992,0.3584676495434992,,, +Z+Jets,14717.02364266734,14717.02364266734,14468.821057932211,14291.993481946272,4.1837346672830344,2.0901302843709244,2.0901302843709244,2.0901302843709244,2.0901302843709244,,, +Diboson,703.6912877316817,703.6912877316817,693.0662177097603,685.7998823459604,0.28002666601210957,0.0,0.0,0.0,0.0,,, +ggFHbb,138.81856362723408,138.81856362723408,137.1939721773011,135.31119077640614,0.0,0.0,0.0,0.0,0.0,,, +VBFHbb,40.60062332311162,40.60062332311162,40.24272494114581,39.87078912776376,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,38.56092725636813,38.56092725636813,38.05426925581597,37.73628835069991,0.009527084287315152,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316,,, +WHbb,66.232275837835,66.232275837835,65.32166411216625,64.87958091280734,0.014273745112078485,0.014273745112078485,0.014273745112078485,0.014273745112078485,0.014273745112078485,,, +ggZHbb,5.921431593700421,5.921431593700421,5.849255584936747,5.77720182418215,0.0011735977622782739,0.0009335550217919935,0.0009335550217919935,0.0009335550217919935,0.0009335550217919935,,, +ttHbb,187.9810602386041,187.9810602386041,185.57110999047728,183.10434371442994,0.08568927865554739,0.03651958257747625,0.03651958257747625,0.03337220743170114,0.029424860856773587,,, +HWW,97.55810924622651,97.55810924622651,96.30840345343226,94.86719745065234,1.0113298600535265,0.2811378946302169,0.26245627011756356,0.24616606109655645,0.23501837667848607,,, +Data,1331012.0,1331012.0,,,,63.0,61.0,61.0,61.0,1331012.0,1331012.0,357.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JES_up.csv new file mode 100644 index 00000000..d9c0e862 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScore_JES_up >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.994 +HHbbVV,1.108127280079604,1.108127280079604,1.1081035713714382,1.1080653903338389,0.09878122170689835,0.06769746069909865,0.06266056203321342,0.06256852109827551,0.062308537820258185,,, +QCD,900603.372757249,1219440.0804636534,1219439.4799126645,1219422.47933788,114.32532050896494,30.446133444349353,30.446133444349353,30.446133444349353,30.446133444349353,,, +TT,76537.02908224265,76537.02908224265,76534.95448087924,76533.07862026204,29.685023791723513,5.461075111721793,5.366482397210612,4.627122834581872,4.1817352690731955,,, +ST,6617.229257123121,6617.229257123121,6616.778108324861,6616.821960574154,3.1649000376621697,0.6515245689484095,0.6515245689484095,0.6515245689484095,0.6515245689484095,,, +W+Jets,12421.273275458932,12421.273275458932,12421.078715069132,12420.818420918185,6.5120301284405775,0.3584676495434992,0.3584676495434992,0.3584676495434992,0.3584676495434992,,, +Z+Jets,14717.02364266734,14717.02364266734,14716.544046931334,14716.383412145502,4.093052032481237,2.0784156748124727,2.0784156748124727,2.0784156748124727,2.0784156748124727,,, +Diboson,703.6912877316817,703.6912877316817,703.6912877316817,703.6912877316817,0.28002666601210957,0.0,0.0,0.0,0.0,,, +ggFHbb,138.81856362723408,138.81856362723408,138.81058175779788,138.81058175779788,0.007548481259197471,0.007548481259197471,0.007548481259197471,0.007548481259197471,0.007548481259197471,,, +VBFHbb,40.60062332311162,40.60062332311162,40.591331153836336,40.591331153836336,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,38.56092725636813,38.56092725636813,38.55979972772222,38.55979972772222,0.009527084287315152,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316,,, +WHbb,66.232275837835,66.232275837835,66.23173382727803,66.2285336555317,0.015246717288579861,0.015246717288579861,0.015246717288579861,0.015246717288579861,0.015246717288579861,,, +ggZHbb,5.921431593700421,5.921431593700421,5.921287148529628,5.921287148529628,0.0013890055247940463,0.0009515792820671519,0.0009515792820671519,0.0009515792820671519,0.0009515792820671519,,, +ttHbb,187.9810602386041,187.9810602386041,187.97421160742965,187.97065844812124,0.08427891855508493,0.03463036848209593,0.03463036848209593,0.03148299333632082,0.027535646761393272,,, +HWW,97.55810924622651,97.55810924622651,97.55627725126962,97.5572062066977,1.0257550570766216,0.28523319203730774,0.26811202233984854,0.2518218133188414,0.23940543429126904,,, +Data,1331012.0,1331012.0,,,,63.0,61.0,61.0,61.0,1331012.0,1331012.0,357.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JMR_down.csv new file mode 100644 index 00000000..739c25ea --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_down >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.994 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.10048369886571923,0.06881322556477831,0.06379060750644364,0.06369903559273896,0.06340524968550809, +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,128.12107546020687,21.8250531415681,21.8250531415681,21.8250531415681,21.8250531415681, +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,30.05643794177995,5.266622625437053,5.1720299109258745,4.646886081397275,4.204546837660539, +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,2.7195734718572293,0.6515245689484095,0.6515245689484095,0.6515245689484095,0.6515245689484095, +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,6.268052619449294,0.3048935812949931,0.3048935812949931,0.3048935812949931,0.3048935812949931, +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,4.149228398926461,2.0188134548235905,2.0188134548235905,2.0188134548235905,2.0188134548235905, +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.28002666601210957,0.0,0.0,0.0,0.0, +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0,0.0, +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0,0.0, +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.012751058170662346,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316, +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.015246717288579861,0.015246717288579861,0.015246717288579861,0.015246717288579861,0.015246717288579861, +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.0011316358208415403,0.0005866878243202447,0.0005866878243202447,0.0005866878243202447,0.0005866878243202447, +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.07981199393124837,0.03818360830247132,0.03818360830247132,0.034506661608419795,0.03188474433697892, +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,1.0096681646516679,0.27954052178380645,0.261758469015304,0.24744950492961337,0.23188659123046115, +Data,1331012.0,1331012.0,1331012.0,1331012.0,,63.0,61.0,61.0,61.0,357.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JMR_up.csv new file mode 100644 index 00000000..c9cc529c --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_up >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.994 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.08912895769747617,0.060730565412626586,0.05583613500577198,0.05577439147744931,0.05554827301350876, +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,128.32580327253663,59.61087720411637,59.61087720411637,59.61087720411637,59.61087720411637, +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,31.725606563676717,5.899143262804882,5.804550548293703,5.238578234158016,4.7327351503661035, +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,3.2000911050011074,0.6910754924891285,0.6910754924891285,0.6910754924891285,0.6910754924891285, +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,5.723239652046747,0.36214170739445384,0.36214170739445384,0.36214170739445384,0.36214170739445384, +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,3.9669964418757346,2.2940540838730086,2.2940540838730086,2.2940540838730086,2.2940540838730086, +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0,0.0, +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0,0.0, +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0,0.0, +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.008469514667415714,0.005411809790019684,0.005411809790019684,0.005411809790019684,0.005411809790019684, +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.01426469358034505,0.01426469358034505,0.01426469358034505,0.01426469358034505,0.01426469358034505, +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.002018979757685777,0.0015815535149588827,0.0015815535149588827,0.0015815535149588827,0.0015815535149588827, +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.09494184378387993,0.03913221187344908,0.03913221187344908,0.03545526517939756,0.030299716122608365, +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.9230380756462122,0.2526728256328123,0.23846637392310355,0.22516043261352728,0.21401274819545693, +Data,1331012.0,1331012.0,1331012.0,1331012.0,,63.0,61.0,61.0,61.0,357.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JMS_down.csv new file mode 100644 index 00000000..fd1dc789 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_down >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.994 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.09780665350525565,0.0670100938096965,0.06192278918376788,0.061831217270063216,0.061552076526008546, +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,107.90450792392356,21.8250531415681,21.8250531415681,21.8250531415681,21.8250531415681, +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,29.61926179449611,5.45990760036676,5.36531488585558,4.7245422806207635,4.24450675708201, +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,3.5987493350581463,0.6515245689484095,0.6515245689484095,0.6515245689484095,0.6515245689484095, +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,6.473620599343083,0.3584676495434992,0.3584676495434992,0.3584676495434992,0.3584676495434992, +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,4.05263155691451,1.9590271740024,1.9590271740024,1.9590271740024,1.9590271740024, +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.28002666601210957,0.0,0.0,0.0,0.0, +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0,0.0, +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0,0.0, +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.01138130942536052,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316, +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.015246717288579861,0.015246717288579861,0.015246717288579861,0.015246717288579861,0.015246717288579861, +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.0013206880274466062,0.0007757400309253103,0.0007757400309253103,0.0007757400309253103,0.0007757400309253103, +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.08569955113748999,0.03705128039636061,0.03705128039636061,0.03337433370230909,0.029426987127381544, +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,1.0214564203868923,0.2818679706402468,0.26408591787174446,0.24852671263212386,0.2373790282140535, +Data,1331012.0,1331012.0,1331012.0,1331012.0,,63.0,61.0,61.0,61.0,357.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JMS_up.csv new file mode 100644 index 00000000..d0b1a6f2 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passggf_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_up >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.994 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.09812281439457085,0.06721720328527403,0.06212989865934541,0.062038326745640734,0.06176314646451863, +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,117.75348949633046,21.8250531415681,21.8250531415681,21.8250531415681,21.8250531415681, +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,29.462859822945745,5.474101589888683,5.379508875377503,4.687151796901609,4.207116273362856, +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,3.053028064651355,0.6515245689484095,0.6515245689484095,0.6515245689484095,0.6515245689484095, +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,6.1964797849375355,0.3584676495434992,0.3584676495434992,0.3584676495434992,0.3584676495434992, +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,4.130507439989655,1.9590271740024,1.9590271740024,1.9590271740024,1.9590271740024, +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.28002666601210957,0.0,0.0,0.0,0.0, +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0,0.0, +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0,0.0, +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.01138130942536052,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316, +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.015246717288579861,0.015246717288579861,0.015246717288579861,0.015246717288579861,0.015246717288579861, +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.001864938727158969,0.0011226072283970592,0.0011226072283970592,0.0011226072283970592,0.0011226072283970592, +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.08591977258696855,0.038463378013992786,0.038463378013992786,0.03478643131994127,0.03083908474501372, +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,1.0222714563365531,0.2806682212896182,0.2628861685211158,0.24732696328149525,0.23617927886342482, +Data,1331012.0,1331012.0,1331012.0,1331012.0,,63.0,61.0,61.0,61.0,357.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow.csv new file mode 100644 index 00000000..68a039cb --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.011009117010780157,0.005530963961569239,0.005530963961569239,0.005530963961569239 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,3.027786048276932,0.26235626208860474,0.17590585443471063,0.17590585443471063 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,0.262844709582459,0.0,0.0,0.0 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,0.8767605906549117,0.0,0.0,0.0 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,0.0641416456478138,0.0,0.0,0.0 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.0,0.0,0.0,0.0 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.0,0.0,0.0,0.0 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.0,0.0,0.0,0.0 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.006165574380285853,0.0,0.0,0.0 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393 +Data,1331012.0,1331012.0,1331012.0,1331012.0,33.0,3.0,3.0,3.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JER_down.csv new file mode 100644 index 00000000..32b3070a --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.1007654125568072,1.0943466848718584,0.011021769367576756,0.005530963961569239,0.005530963961569239,0.005530963961569239,, +QCD,900603.372757249,1219440.0804636534,1208182.4786762223,1200009.3644063028,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175,, +TT,76537.02908224265,76537.02908224265,76005.7888408999,75436.82978583084,3.027786048276932,0.26235626208860474,0.17590585443471063,0.17590585443471063,, +ST,6617.229257123121,6617.229257123121,6566.328361234981,6530.907835704748,0.262844709582459,0.0,0.0,0.0,, +W+Jets,12421.273275458932,12421.273275458932,12339.320639263746,12260.495964100859,0.8767605906549117,0.0,0.0,0.0,, +Z+Jets,14717.02364266734,14717.02364266734,14597.661223947085,14510.332852864116,0.0641416456478138,0.0,0.0,0.0,, +Diboson,703.6912877316817,703.6912877316817,698.579291598942,694.5916383161529,0.0,0.0,0.0,0.0,, +ggFHbb,138.81856362723408,138.81856362723408,138.15554634923888,137.17501694965563,0.0,0.0,0.0,0.0,, +VBFHbb,40.60062332311162,40.60062332311162,40.49535934358885,40.33863807551278,0.0,0.0,0.0,0.0,, +ZHbb,38.56092725636813,38.56092725636813,38.30942955891692,38.14570716432015,0.0,0.0,0.0,0.0,, +WHbb,66.232275837835,66.232275837835,65.79959420574862,65.60151072204596,0.0,0.0,0.0,0.0,, +ggZHbb,5.921431593700421,5.921431593700421,5.889087636165095,5.8513654951795635,0.0,0.0,0.0,0.0,, +ttHbb,187.9810602386041,187.9810602386041,186.82068755865188,185.52754103860983,0.006165574380285853,0.0,0.0,0.0,, +HWW,97.55810924622651,97.55810924622651,96.95233954850245,96.16828112430852,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393,, +Data,1331012.0,1331012.0,,,33.0,3.0,3.0,3.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JER_up.csv new file mode 100644 index 00000000..9d85f6b6 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.1000283455508442,1.093563222944563,0.011009117010780157,0.005530963961569239,0.005530963961569239,0.005530963961569239,, +QCD,900603.372757249,1219440.0804636534,1208523.5722318934,1200033.7819080197,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175,, +TT,76537.02908224265,76537.02908224265,76057.90175062326,75546.39913344698,2.999016999001345,0.26235626208860474,0.17590585443471063,0.17590585443471063,, +ST,6617.229257123121,6617.229257123121,6569.594060609604,6535.389534232395,0.262844709582459,0.0,0.0,0.0,, +W+Jets,12421.273275458932,12421.273275458932,12341.825146611021,12264.924202464117,0.8767605906549117,0.0,0.0,0.0,, +Z+Jets,14717.02364266734,14717.02364266734,14601.95480697945,14517.83317032325,0.0641416456478138,0.0,0.0,0.0,, +Diboson,703.6912877316817,703.6912877316817,699.274850691623,695.7930322677172,0.0,0.0,0.0,0.0,, +ggFHbb,138.81856362723408,138.81856362723408,138.1359310079184,137.16716893739732,0.0,0.0,0.0,0.0,, +VBFHbb,40.60062332311162,40.60062332311162,40.474722810632116,40.36086441370259,0.0,0.0,0.0,0.0,, +ZHbb,38.56092725636813,38.56092725636813,38.29663889299799,38.13726355471172,0.0,0.0,0.0,0.0,, +WHbb,66.232275837835,66.232275837835,65.79172252987414,65.57398960849181,0.0,0.0,0.0,0.0,, +ggZHbb,5.921431593700421,5.921431593700421,5.887904683527691,5.855217962847878,0.0,0.0,0.0,0.0,, +ttHbb,187.9810602386041,187.9810602386041,186.88290996039103,185.72296875559454,0.006165574380285853,0.0,0.0,0.0,, +HWW,97.55810924622651,97.55810924622651,97.04385400611787,96.33153606063196,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393,, +Data,1331012.0,1331012.0,,,33.0,3.0,3.0,3.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JES_down.csv new file mode 100644 index 00000000..b3ebfd2a --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.0917069850409113,1.0781356268307336,0.011009117010780157,0.005530963961569239,0.005530963961569239,0.005530963961569239,, +QCD,900603.372757249,1219440.0804636534,1195253.18073095,1177719.865509848,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175,, +TT,76537.02908224265,76537.02908224265,75455.8672753345,74346.61812260182,2.999016999001345,0.26235626208860474,0.17590585443471063,0.17590585443471063,, +ST,6617.229257123121,6617.229257123121,6513.894336293484,6437.416751030387,0.262844709582459,0.0,0.0,0.0,, +W+Jets,12421.273275458932,12421.273275458932,12242.321861551814,12084.680852048914,0.8767605906549117,0.0,0.0,0.0,, +Z+Jets,14717.02364266734,14717.02364266734,14468.821057932211,14291.993481946272,0.0641416456478138,0.0,0.0,0.0,, +Diboson,703.6912877316817,703.6912877316817,693.0662177097603,685.7998823459604,0.0,0.0,0.0,0.0,, +ggFHbb,138.81856362723408,138.81856362723408,137.1939721773011,135.31119077640614,0.0,0.0,0.0,0.0,, +VBFHbb,40.60062332311162,40.60062332311162,40.24272494114581,39.87078912776376,0.0,0.0,0.0,0.0,, +ZHbb,38.56092725636813,38.56092725636813,38.05426925581597,37.73628835069991,0.0,0.0,0.0,0.0,, +WHbb,66.232275837835,66.232275837835,65.32166411216625,64.87958091280734,0.0,0.0,0.0,0.0,, +ggZHbb,5.921431593700421,5.921431593700421,5.849255584936747,5.77720182418215,0.0,0.0,0.0,0.0,, +ttHbb,187.9810602386041,187.9810602386041,185.57110999047728,183.10434371442994,0.006165574380285853,0.0,0.0,0.0,, +HWW,97.55810924622651,97.55810924622651,96.30840345343226,94.86719745065234,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393,, +Data,1331012.0,1331012.0,,,33.0,3.0,3.0,3.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JES_up.csv new file mode 100644 index 00000000..547a586f --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.1081035713714382,1.1080653903338389,0.011021769367576756,0.005530963961569239,0.005530963961569239,0.005530963961569239,, +QCD,900603.372757249,1219440.0804636534,1219439.4799126645,1219422.47933788,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175,, +TT,76537.02908224265,76537.02908224265,76534.95448087924,76533.07862026204,3.027786048276932,0.26235626208860474,0.17590585443471063,0.17590585443471063,, +ST,6617.229257123121,6617.229257123121,6616.778108324861,6616.821960574154,0.262844709582459,0.0,0.0,0.0,, +W+Jets,12421.273275458932,12421.273275458932,12421.078715069132,12420.818420918185,0.8767605906549117,0.0,0.0,0.0,, +Z+Jets,14717.02364266734,14717.02364266734,14716.544046931334,14716.383412145502,0.0641416456478138,0.0,0.0,0.0,, +Diboson,703.6912877316817,703.6912877316817,703.6912877316817,703.6912877316817,0.0,0.0,0.0,0.0,, +ggFHbb,138.81856362723408,138.81856362723408,138.81058175779788,138.81058175779788,0.0,0.0,0.0,0.0,, +VBFHbb,40.60062332311162,40.60062332311162,40.591331153836336,40.591331153836336,0.0,0.0,0.0,0.0,, +ZHbb,38.56092725636813,38.56092725636813,38.55979972772222,38.55979972772222,0.0,0.0,0.0,0.0,, +WHbb,66.232275837835,66.232275837835,66.23173382727803,66.2285336555317,0.0,0.0,0.0,0.0,, +ggZHbb,5.921431593700421,5.921431593700421,5.921287148529628,5.921287148529628,0.0,0.0,0.0,0.0,, +ttHbb,187.9810602386041,187.9810602386041,187.97421160742965,187.97065844812124,0.006165574380285853,0.0,0.0,0.0,, +HWW,97.55810924622651,97.55810924622651,97.55627725126962,97.5572062066977,0.12619585600602218,0.022886908957980946,0.02164348178097288,0.01978289958424393,, +Data,1331012.0,1331012.0,,,33.0,3.0,3.0,3.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JMR_down.csv new file mode 100644 index 00000000..68a039cb --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.011009117010780157,0.005530963961569239,0.005530963961569239,0.005530963961569239 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,3.027786048276932,0.26235626208860474,0.17590585443471063,0.17590585443471063 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,0.262844709582459,0.0,0.0,0.0 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,0.8767605906549117,0.0,0.0,0.0 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,0.0641416456478138,0.0,0.0,0.0 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.0,0.0,0.0,0.0 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.0,0.0,0.0,0.0 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.0,0.0,0.0,0.0 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.006165574380285853,0.0,0.0,0.0 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393 +Data,1331012.0,1331012.0,1331012.0,1331012.0,33.0,3.0,3.0,3.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JMR_up.csv new file mode 100644 index 00000000..68a039cb --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.011009117010780157,0.005530963961569239,0.005530963961569239,0.005530963961569239 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,3.027786048276932,0.26235626208860474,0.17590585443471063,0.17590585443471063 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,0.262844709582459,0.0,0.0,0.0 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,0.8767605906549117,0.0,0.0,0.0 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,0.0641416456478138,0.0,0.0,0.0 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.0,0.0,0.0,0.0 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.0,0.0,0.0,0.0 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.0,0.0,0.0,0.0 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.006165574380285853,0.0,0.0,0.0 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393 +Data,1331012.0,1331012.0,1331012.0,1331012.0,33.0,3.0,3.0,3.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JMS_down.csv new file mode 100644 index 00000000..68a039cb --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.011009117010780157,0.005530963961569239,0.005530963961569239,0.005530963961569239 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,3.027786048276932,0.26235626208860474,0.17590585443471063,0.17590585443471063 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,0.262844709582459,0.0,0.0,0.0 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,0.8767605906549117,0.0,0.0,0.0 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,0.0641416456478138,0.0,0.0,0.0 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.0,0.0,0.0,0.0 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.0,0.0,0.0,0.0 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.0,0.0,0.0,0.0 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.006165574380285853,0.0,0.0,0.0 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393 +Data,1331012.0,1331012.0,1331012.0,1331012.0,33.0,3.0,3.0,3.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JMS_up.csv new file mode 100644 index 00000000..68a039cb --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2016APV/passvbf_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.011009117010780157,0.005530963961569239,0.005530963961569239,0.005530963961569239 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,3.027786048276932,0.26235626208860474,0.17590585443471063,0.17590585443471063 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,0.262844709582459,0.0,0.0,0.0 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,0.8767605906549117,0.0,0.0,0.0 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,0.0641416456478138,0.0,0.0,0.0 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.0,0.0,0.0,0.0 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.0,0.0,0.0,0.0 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.0,0.0,0.0,0.0 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.006165574380285853,0.0,0.0,0.0 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393 +Data,1331012.0,1331012.0,1331012.0,1331012.0,33.0,3.0,3.0,3.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow.csv new file mode 100644 index 00000000..9d1e9489 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.542187458384658,0.5412268704705153,0.5378997692401841 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,990216.1201633295,988549.1923257334,983682.5894374106 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,91522.20073198747,81366.95178212559,71531.59566899501 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,8028.465559025532,7248.606646702327,6475.426834879395 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,12114.962805740633,12082.457040867139,12035.612536762997 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,12030.152212440837,12001.014888100088,11922.264037053774 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,534.0385200420062,505.84415917842995,475.29836263138804 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,70.97896134381715,70.83838088380242,70.25016650555304 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,19.951217913629037,19.872079093502393,19.689962569494455 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,19.098962248557314,19.051271115601615,18.861754185442734 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,36.560850981465876,36.48021012081598,36.22020441941558 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,3.8187478189469157,3.804948787871748,3.7684865029650734 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,196.26913656336373,172.56251800113012,149.11396946882263 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,120.76628093672662,99.71890688768312,81.74256794680986 +Data,1414872.0,1414872.0,1414872.0,1414872.0,1147439.0,1132804.0,1116698.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JER_down.csv new file mode 100644 index 00000000..80a40278 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.671413160994866,1.6672065519826909,0.5422142710751533,0.5412536831610107,0.5379281792438709,, +QCD,1117757.9198795073,1251971.716351885,1247569.2563443747,1244241.2895729458,989736.0339917237,988054.3720826099,983183.3033882763,, +TT,114729.52068857195,114729.52068857195,114309.11741675786,113880.99428785002,91412.34983140593,81284.04682530418,71474.08036110841,, +ST,9991.097357360093,9991.097357360093,9952.550898761065,9922.252662966415,8020.846786832543,7242.47438428238,6471.929703807604,, +W+Jets,14710.822213085146,14710.822213085146,14670.207513918298,14635.076456643055,12108.838399703183,12076.535773211412,12029.706147671548,, +Z+Jets,21597.004857058182,21597.004857058182,21520.342568735658,21471.347787777064,12023.569217965494,11994.457313528306,11915.741935002157,, +Diboson,936.1606241609028,936.1606241609028,934.1584206040213,932.1822112933119,534.6092216299232,506.42819122678674,475.88239467974483,, +ggFHbb,224.56874142701201,224.56874142701201,224.02968880433406,223.30598847245,70.83148709640227,70.68955069821169,70.1013363199623,, +VBFHbb,66.27722451912622,66.27722451912622,66.12891712313305,65.94436262293111,19.900073021141623,19.820934201014975,19.64724935762601,, +ZHbb,63.465766584473805,63.465766584473805,63.32995290467089,63.23930009367292,19.09954827141606,19.052743817142993,18.863346215407326,, +WHbb,108.86564442012758,108.86564442012758,108.64337241312307,108.51513014986577,36.555015543916646,36.47442016401767,36.2132907420161,, +ggZHbb,9.5080271296301,9.5080271296301,9.480593256960656,9.454908466117434,3.8164467302623306,3.8026476991871627,3.7662480603342363,, +ttHbb,312.2634270090423,312.2634270090423,311.08860162114195,309.8926151597943,196.0629555600396,172.40457182597538,149.01188704349374,, +HWW,150.72907678953348,150.72907678953348,150.1141335814762,149.4108853239785,120.542822973955,99.56394823650814,81.62483262115964,, +Data,1414872.0,1414872.0,,,1147439.0,1132804.0,1116698.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JER_up.csv new file mode 100644 index 00000000..571703b5 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.6709099393660427,1.6672443971869404,0.5425425351947483,0.5415806674625699,0.538276237100956,, +QCD,1117757.9198795073,1251971.716351885,1247749.91820995,1244813.4082957197,990262.9893848071,988583.6363515519,983716.5641421787,, +TT,114729.52068857195,114729.52068857195,114437.97026728191,114132.08746619607,91615.56369179636,81437.45120647234,71581.70279668023,, +ST,9991.097357360093,9991.097357360093,9961.00046905086,9938.240034904185,8036.812959953431,7254.914614609904,6481.227269454703,, +W+Jets,14710.822213085146,14710.822213085146,14670.386968672208,14643.532361751837,12114.887858360831,12082.260180323921,12035.390241594054,, +Z+Jets,21597.004857058182,21597.004857058182,21527.43054513457,21486.385080340002,12034.802528783717,12005.550068059281,11926.751062653115,, +Diboson,936.1606241609028,936.1606241609028,932.1843657435936,930.3708375626252,534.1653093797361,505.9568116795616,474.9921485664247,, +ggFHbb,224.56874142701201,224.56874142701201,224.0890706789042,223.6905964784125,71.01484579701038,70.87426533699565,70.28605095874627,, +VBFHbb,66.27722451912622,66.27722451912622,66.158353933224,66.05208234932266,19.96549799470848,19.886359174581827,19.704242650573892,, +ZHbb,63.465766584473805,63.465766584473805,63.28863350654419,63.18969796746182,19.081928097880663,19.034236964924965,18.844665166911824,, +WHbb,108.86564442012758,108.86564442012758,108.59950330312063,108.482473694838,36.56266007326936,36.48191192992821,36.22186927593387,, +ggZHbb,9.5080271296301,9.5080271296301,9.48581603967797,9.468074681719918,3.8212673259319434,3.8074682948567755,3.7710952658588117,, +ttHbb,312.2634270090423,312.2634270090423,311.30158920167617,310.42204762583594,196.41387372214587,172.6767798875758,149.18630187152533,, +HWW,150.72907678953348,150.72907678953348,150.30305058855018,149.8340750587529,120.90638669268658,99.80585194651836,81.80034614814205,, +Data,1414872.0,1414872.0,,,1147439.0,1132804.0,1116698.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JES_down.csv new file mode 100644 index 00000000..5b1ac818 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.6666139971059066,1.6591154859894288,0.5392314268271613,0.5382831533037054,0.5350088116392351,, +QCD,1117757.9198795073,1251971.716351885,1243348.6381278953,1237229.9947820366,984110.296770646,982452.5644824128,977628.559618254,, +TT,114729.52068857195,114729.52068857195,114029.4683025561,113319.76404047944,90955.45644219773,80881.30538631427,71131.2096658322,, +ST,9991.097357360093,9991.097357360093,9922.140634086192,9871.37221638479,7979.039007530115,7205.524262670022,6438.530423657285,, +W+Jets,14710.822213085146,14710.822213085146,14632.074465297448,14569.755961664541,12054.158043042291,12021.976840486413,11975.450020846054,, +Z+Jets,21597.004857058182,21597.004857058182,21453.74146222078,21367.30115930057,11970.011820234135,11940.92744099048,11862.585483153585,, +Diboson,936.1606241609028,936.1606241609028,930.7571638443397,927.5041399569494,532.4015078009712,504.23564194734024,473.6898454002983,, +ggFHbb,224.56874142701201,224.56874142701201,223.62056769434213,222.51728560123743,70.58857478001465,70.44993796305911,69.86715352323367,, +VBFHbb,66.27722451912622,66.27722451912622,66.00733631376538,65.66476989295606,19.8217159627771,19.742577142650454,19.568892299261485,, +ZHbb,63.465766584473805,63.465766584473805,63.16347309829043,62.98984926782434,19.015826531340544,18.96902207706748,18.780120548710595,, +WHbb,108.86564442012758,108.86564442012758,108.37346398025522,108.13532762314294,36.421022818521436,36.34049428918597,36.08276008676409,, +ggZHbb,9.5080271296301,9.5080271296301,9.45631134146326,9.41204558779923,3.7979646104080773,3.7841777945949966,3.7477780523124506,, +ttHbb,312.2634270090423,312.2634270090423,310.20534812719706,308.225452629239,194.99479093760414,171.47758722748398,148.2069320912156,, +HWW,150.72907678953348,150.72907678953348,149.74304835468368,148.6507210554542,119.93206609737227,99.05179870402404,81.24089539103772,, +Data,1414872.0,1414872.0,,,1147439.0,1132804.0,1116698.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JES_up.csv new file mode 100644 index 00000000..ae289b0f --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.6757548522012857,1.6755174017437258,0.5453205807422401,0.5443570805477825,0.5410141816523774,, +QCD,1117757.9198795073,1251971.716351885,1251682.6046422862,1251519.0665727286,995577.3790115329,993870.3167849018,988970.0432742736,, +TT,114729.52068857195,114729.52068857195,114706.15876300249,114683.14121694586,92064.26986695254,81832.64188026918,71923.03084950527,, +ST,9991.097357360093,9991.097357360093,9989.024577587452,9987.966441260009,8077.067836052221,7291.864594898684,6512.873964251247,, +W+Jets,14710.822213085146,14710.822213085146,14707.90486347219,14705.855078584122,12167.583145845365,12134.972713672443,12087.78507839398,, +Z+Jets,21597.004857058182,21597.004857058182,21592.713993914025,21589.977951000445,12090.38444285076,12061.014571650543,11981.769739765765,, +Diboson,936.1606241609028,936.1606241609028,935.6242769877188,935.6242769877188,536.3427360662185,508.1342383660442,477.1486013740272,, +ggFHbb,224.56874142701201,224.56874142701201,224.5170485658804,224.45546900141025,71.3360323265263,71.19409592833573,70.60504328114769,, +VBFHbb,66.27722451912622,66.27722451912622,66.27546093253595,66.27338743540412,20.02992078863908,19.950781968512434,19.7686654445045,, +ZHbb,63.465766584473805,63.465766584473805,63.45579974544757,63.45287399754096,19.18119480581775,19.133503672862055,18.943303376435964,, +WHbb,108.86564442012758,108.86564442012758,108.84087638332325,108.83414264832638,36.69465197340918,36.613903830068026,36.34905010838679,, +ggZHbb,9.5080271296301,9.5080271296301,9.505625210234324,9.504521809114898,3.835872469480269,3.822073438405101,3.7851766972409067,, +ttHbb,312.2634270090423,312.2634270090423,312.18019451465693,312.12908216023584,197.53444178140774,173.63546615706994,150.02450951464732,, +HWW,150.72907678953348,150.72907678953348,150.68815304215195,150.65286062054875,121.5411309994142,100.3302887677368,82.22675286239405,, +Data,1414872.0,1414872.0,,,1147439.0,1132804.0,1116698.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JMR_down.csv new file mode 100644 index 00000000..9d1e9489 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.542187458384658,0.5412268704705153,0.5378997692401841 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,990216.1201633295,988549.1923257334,983682.5894374106 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,91522.20073198747,81366.95178212559,71531.59566899501 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,8028.465559025532,7248.606646702327,6475.426834879395 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,12114.962805740633,12082.457040867139,12035.612536762997 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,12030.152212440837,12001.014888100088,11922.264037053774 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,534.0385200420062,505.84415917842995,475.29836263138804 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,70.97896134381715,70.83838088380242,70.25016650555304 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,19.951217913629037,19.872079093502393,19.689962569494455 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,19.098962248557314,19.051271115601615,18.861754185442734 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,36.560850981465876,36.48021012081598,36.22020441941558 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,3.8187478189469157,3.804948787871748,3.7684865029650734 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,196.26913656336373,172.56251800113012,149.11396946882263 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,120.76628093672662,99.71890688768312,81.74256794680986 +Data,1414872.0,1414872.0,1414872.0,1414872.0,1147439.0,1132804.0,1116698.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JMR_up.csv new file mode 100644 index 00000000..9d1e9489 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.542187458384658,0.5412268704705153,0.5378997692401841 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,990216.1201633295,988549.1923257334,983682.5894374106 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,91522.20073198747,81366.95178212559,71531.59566899501 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,8028.465559025532,7248.606646702327,6475.426834879395 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,12114.962805740633,12082.457040867139,12035.612536762997 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,12030.152212440837,12001.014888100088,11922.264037053774 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,534.0385200420062,505.84415917842995,475.29836263138804 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,70.97896134381715,70.83838088380242,70.25016650555304 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,19.951217913629037,19.872079093502393,19.689962569494455 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,19.098962248557314,19.051271115601615,18.861754185442734 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,36.560850981465876,36.48021012081598,36.22020441941558 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,3.8187478189469157,3.804948787871748,3.7684865029650734 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,196.26913656336373,172.56251800113012,149.11396946882263 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,120.76628093672662,99.71890688768312,81.74256794680986 +Data,1414872.0,1414872.0,1414872.0,1414872.0,1147439.0,1132804.0,1116698.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JMS_down.csv new file mode 100644 index 00000000..9d1e9489 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.542187458384658,0.5412268704705153,0.5378997692401841 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,990216.1201633295,988549.1923257334,983682.5894374106 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,91522.20073198747,81366.95178212559,71531.59566899501 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,8028.465559025532,7248.606646702327,6475.426834879395 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,12114.962805740633,12082.457040867139,12035.612536762997 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,12030.152212440837,12001.014888100088,11922.264037053774 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,534.0385200420062,505.84415917842995,475.29836263138804 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,70.97896134381715,70.83838088380242,70.25016650555304 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,19.951217913629037,19.872079093502393,19.689962569494455 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,19.098962248557314,19.051271115601615,18.861754185442734 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,36.560850981465876,36.48021012081598,36.22020441941558 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,3.8187478189469157,3.804948787871748,3.7684865029650734 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,196.26913656336373,172.56251800113012,149.11396946882263 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,120.76628093672662,99.71890688768312,81.74256794680986 +Data,1414872.0,1414872.0,1414872.0,1414872.0,1147439.0,1132804.0,1116698.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JMS_up.csv new file mode 100644 index 00000000..9d1e9489 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/fail_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.542187458384658,0.5412268704705153,0.5378997692401841 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,990216.1201633295,988549.1923257334,983682.5894374106 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,91522.20073198747,81366.95178212559,71531.59566899501 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,8028.465559025532,7248.606646702327,6475.426834879395 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,12114.962805740633,12082.457040867139,12035.612536762997 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,12030.152212440837,12001.014888100088,11922.264037053774 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,534.0385200420062,505.84415917842995,475.29836263138804 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,70.97896134381715,70.83838088380242,70.25016650555304 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,19.951217913629037,19.872079093502393,19.689962569494455 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,19.098962248557314,19.051271115601615,18.861754185442734 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,36.560850981465876,36.48021012081598,36.22020441941558 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,3.8187478189469157,3.804948787871748,3.7684865029650734 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,196.26913656336373,172.56251800113012,149.11396946882263 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,120.76628093672662,99.71890688768312,81.74256794680986 +Data,1414872.0,1414872.0,1414872.0,1414872.0,1147439.0,1132804.0,1116698.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow.csv new file mode 100644 index 00000000..6aee6f71 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.19283553013478036,0.13442036517044115,0.12110237453028568,0.12092632217321218,0.12031128863771912 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,216.6659178751483,24.55227595366807,23.859486119694335,23.859486119694335,23.859486119694335 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,50.826682424064344,8.89723696688593,8.846647501089967,7.623357085112622,7.331358525385656 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,5.107202491805285,1.0513281373563417,1.0513281373563417,1.0513281373563417,1.0019694498900742 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,11.403969730460577,2.2920396308593625,2.2920396308593625,2.2920396308593625,2.2920396308593625 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,7.374870886201989,3.6444494169437123,3.5780333061738085,3.4949254984599336,3.4949254984599336 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.28001420954562,0.0,0.0,0.0,0.0 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.036758875733498654,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.00781540855142399,0.007053118410133913,0.007053118410133913,0.007053118410133913,0.007053118410133913 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.02596549949762008,0.015507135778660433,0.014135285418178172,0.014135285418178172,0.014135285418178172 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.061268076980298194,0.041676681880199164,0.03991644419776687,0.03991644419776687,0.03991644419776687 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.002310667438657394,0.0013790526461439836,0.0013790526461439836,0.0013790526461439836,0.0013790526461439836 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.18000862955917935,0.0681373353284442,0.06572489154664556,0.05787645737495916,0.05787645737495916 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,1.7459648729344637,0.5225492644224383,0.48505773000940533,0.47609782830032604,0.45223073045715684 +Data,1414872.0,1414872.0,1414872.0,1414872.0,479.0,97.0,95.0,92.0,89.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JER_down.csv new file mode 100644 index 00000000..2b3c3125 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScore_JER_down >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.994 +HHbbVV,1.676130328580837,1.676130328580837,1.671413160994866,1.6672065519826909,0.192842400209768,0.1342087856408289,0.12096254747368293,0.12078649511660944,0.1201912098649428,,, +QCD,1117757.9198795073,1251971.716351885,1247569.2563443747,1244241.2895729458,208.0220478703465,24.55227595366807,23.859486119694335,23.859486119694335,23.859486119694335,,, +TT,114729.52068857195,114729.52068857195,114309.11741675786,113880.99428785002,51.08517057955058,8.909599232723663,8.859009766927699,7.635719350950356,7.3437207912233875,,, +ST,9991.097357360093,9991.097357360093,9952.550898761065,9922.252662966415,5.141956712111937,1.0513281373563417,1.0513281373563417,1.0513281373563417,1.0019694498900742,,, +W+Jets,14710.822213085146,14710.822213085146,14670.207513918298,14635.076456643055,11.37255544937491,2.3947335730326142,2.3947335730326142,2.3947335730326142,2.3947335730326142,,, +Z+Jets,21597.004857058182,21597.004857058182,21520.342568735658,21471.347787777064,7.602523662867417,3.7188508941027694,3.6524347833328656,3.5693269756189903,3.5693269756189903,,, +Diboson,936.1606241609028,936.1606241609028,934.1584206040213,932.1822112933119,0.28001420954562,0.0,0.0,0.0,0.0,,, +ggFHbb,224.56874142701201,224.56874142701201,224.02968880433406,223.30598847245,0.036758875733498654,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536,,, +VBFHbb,66.27722451912622,66.27722451912622,66.12891712313305,65.94436262293111,0.00781540855142399,0.007053118410133913,0.007053118410133913,0.007053118410133913,0.007053118410133913,,, +ZHbb,63.465766584473805,63.465766584473805,63.32995290467089,63.23930009367292,0.02596549949762008,0.015507135778660433,0.014135285418178172,0.014135285418178172,0.014135285418178172,,, +WHbb,108.86564442012758,108.86564442012758,108.64337241312307,108.51513014986577,0.06334013175056911,0.043157731165120596,0.041397493482688306,0.041397493482688306,0.041397493482688306,,, +ggZHbb,9.5080271296301,9.5080271296301,9.480593256960656,9.454908466117434,0.002310667438657394,0.0013790526461439836,0.0013790526461439836,0.0013790526461439836,0.0013790526461439836,,, +ttHbb,312.2634270090423,312.2634270090423,311.08860162114195,309.8926151597943,0.18244994199000636,0.07057864775927118,0.06816620397747254,0.06031776980578615,0.06031776980578615,,, +HWW,150.72907678953348,150.72907678953348,150.1141335814762,149.4108853239785,1.7507690708524994,0.525830515963509,0.48739371065125114,0.4784338089421719,0.4546160439363375,,, +Data,1414872.0,1414872.0,,,,97.0,95.0,92.0,89.0,1414872.0,1414872.0,479.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JER_up.csv new file mode 100644 index 00000000..8be94611 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScore_JER_up >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.994 +HHbbVV,1.676130328580837,1.676130328580837,1.6709099393660427,1.6672443971869404,0.19285415781145,0.13451910488355123,0.12121381106836533,0.12104196656901653,0.12046092713206939,,, +QCD,1117757.9198795073,1251971.716351885,1247749.91820995,1244813.4082957197,231.26189237210448,29.432811320070034,28.740021486096303,28.740021486096303,28.740021486096303,,, +TT,114729.52068857195,114729.52068857195,114437.97026728191,114132.08746619607,51.43405773288795,9.19637105005893,9.145781584262966,7.850104091946207,7.55810553221924,,, +ST,9991.097357360093,9991.097357360093,9961.00046905086,9938.240034904185,5.46720059875481,1.0513281373563417,1.0513281373563417,1.0513281373563417,1.0019694498900742,,, +W+Jets,14710.822213085146,14710.822213085146,14670.386968672208,14643.532361751837,11.47469808950843,2.4123896382575953,2.4123896382575953,2.4123896382575953,2.4123896382575953,,, +Z+Jets,21597.004857058182,21597.004857058182,21527.43054513457,21486.385080340002,7.289230034335358,3.5197810594861427,3.4533649487162386,3.3702571410023636,3.3702571410023636,,, +Diboson,936.1606241609028,936.1606241609028,932.1843657435936,930.3708375626252,0.28001420954562,0.0,0.0,0.0,0.0,,, +ggFHbb,224.56874142701201,224.56874142701201,224.0890706789042,223.6905964784125,0.036758875733498654,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536,,, +VBFHbb,66.27722451912622,66.27722451912622,66.158353933224,66.05208234932266,0.00781540855142399,0.007053118410133913,0.007053118410133913,0.007053118410133913,0.007053118410133913,,, +ZHbb,63.465766584473805,63.465766584473805,63.28863350654419,63.18969796746182,0.024602574286727314,0.015507135778660433,0.014135285418178172,0.014135285418178172,0.014135285418178172,,, +WHbb,108.86564442012758,108.86564442012758,108.59950330312063,108.482473694838,0.06350984987325499,0.04455091814475135,0.04279068046231905,0.04279068046231905,0.04279068046231905,,, +ggZHbb,9.5080271296301,9.5080271296301,9.48581603967797,9.468074681719918,0.002310667438657394,0.0013790526461439836,0.0013790526461439836,0.0013790526461439836,0.0013790526461439836,,, +ttHbb,312.2634270090423,312.2634270090423,311.30158920167617,310.42204762583594,0.17579671197099242,0.06746150648764974,0.0650490627058511,0.05787645737495916,0.05787645737495916,,, +HWW,150.72907678953348,150.72907678953348,150.30305058855018,149.8340750587529,1.738965157622877,0.5161403207807838,0.4799082109186189,0.4745254805772283,0.452583395745343,,, +Data,1414872.0,1414872.0,,,,97.0,95.0,92.0,89.0,1414872.0,1414872.0,479.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JES_down.csv new file mode 100644 index 00000000..547d7eef --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScore_JES_down >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.994 +HHbbVV,1.676130328580837,1.676130328580837,1.6666139971059066,1.6591154859894288,0.19253887393126484,0.13419940850528406,0.12089735996481898,0.1207255154654702,0.12014657277589585,,, +QCD,1117757.9198795073,1251971.716351885,1243348.6381278953,1237229.9947820366,212.75782543721976,16.218321634976864,15.52553180100313,15.52553180100313,15.52553180100313,,, +TT,114729.52068857195,114729.52068857195,114029.4683025561,113319.76404047944,50.19446720785292,8.689415969653279,8.638826503857317,7.415536087879972,7.123537528153005,,, +ST,9991.097357360093,9991.097357360093,9922.140634086192,9871.37221638479,5.46720059875481,1.0513281373563417,1.0513281373563417,1.0513281373563417,1.0019694498900742,,, +W+Jets,14710.822213085146,14710.822213085146,14632.074465297448,14569.755961664541,11.260565679069732,2.160565303253362,2.160565303253362,2.160565303253362,2.160565303253362,,, +Z+Jets,21597.004857058182,21597.004857058182,21453.74146222078,21367.30115930057,7.3324483667966955,3.4793411144100173,3.4129250036401135,3.329817195926239,3.329817195926239,,, +Diboson,936.1606241609028,936.1606241609028,930.7571638443397,927.5041399569494,0.28001420954562,0.0,0.0,0.0,0.0,,, +ggFHbb,224.56874142701201,224.56874142701201,223.62056769434213,222.51728560123743,0.05940920010245925,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536,,, +VBFHbb,66.27722451912622,66.27722451912622,66.00733631376538,65.66476989295606,0.00781540855142399,0.007053118410133913,0.007053118410133913,0.007053118410133913,0.007053118410133913,,, +ZHbb,63.465766584473805,63.465766584473805,63.16347309829043,62.98984926782434,0.02334700551178812,0.014251567003721238,0.012879716643238977,0.012879716643238977,0.012879716643238977,,, +WHbb,108.86564442012758,108.86564442012758,108.37346398025522,108.13532762314294,0.06168823181734859,0.04150583123190005,0.03974559354946776,0.03974559354946776,0.03974559354946776,,, +ggZHbb,9.5080271296301,9.5080271296301,9.45631134146326,9.41204558779923,0.0022993614458425146,0.0013677466533291041,0.0013677466533291041,0.0013677466533291041,0.0013677466533291041,,, +ttHbb,312.2634270090423,312.2634270090423,310.20534812719706,308.225452629239,0.17915087110008396,0.06743939203869019,0.06502694825689152,0.05539225714062026,0.05539225714062026,,, +HWW,150.72907678953348,150.72907678953348,149.74304835468368,148.6507210554542,1.7447916418485043,0.5194530106628084,0.48190730884523275,0.472470723560844,0.4512750524926772,,, +Data,1414872.0,1414872.0,,,,97.0,95.0,92.0,89.0,1414872.0,1414872.0,479.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JES_up.csv new file mode 100644 index 00000000..103e72b7 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScore_JES_up >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.994 +HHbbVV,1.676130328580837,1.676130328580837,1.6757548522012857,1.6755174017437258,0.19382913470628627,0.1349744413167714,0.12171973515199123,0.12154789065264246,0.12095677034152,,, +QCD,1117757.9198795073,1251971.716351885,1251682.6046422862,1251519.0665727286,243.95843564572468,36.13337038644527,35.44058055247154,35.44058055247154,35.44058055247154,,, +TT,114729.52068857195,114729.52068857195,114706.15876300249,114683.14121694586,51.385452931744524,9.330971826140821,9.28038236034486,7.9847048680281,7.6927063083011324,,, +ST,9991.097357360093,9991.097357360093,9989.024577587452,9987.966441260009,5.143183313691662,1.0513281373563417,1.0513281373563417,1.0513281373563417,1.0019694498900742,,, +W+Jets,14710.822213085146,14710.822213085146,14707.90486347219,14705.855078584122,11.042698393124718,2.390740892963677,2.390740892963677,2.390740892963677,2.390740892963677,,, +Z+Jets,21597.004857058182,21597.004857058182,21592.713993914025,21589.977951000445,7.529242377652125,3.6623307356047157,3.595914624834812,3.5128068171209366,3.5128068171209366,,, +Diboson,936.1606241609028,936.1606241609028,935.6242769877188,935.6242769877188,0.28001420954562,0.0,0.0,0.0,0.0,,, +ggFHbb,224.56874142701201,224.56874142701201,224.5170485658804,224.45546900141025,0.036758875733498654,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536,,, +VBFHbb,66.27722451912622,66.27722451912622,66.27546093253595,66.27338743540412,0.00781540855142399,0.007053118410133913,0.007053118410133913,0.007053118410133913,0.007053118410133913,,, +ZHbb,63.465766584473805,63.465766584473805,63.45579974544757,63.45287399754096,0.02626838561233915,0.017172947104272265,0.015801096743790006,0.015801096743790006,0.015801096743790006,,, +WHbb,108.86564442012758,108.86564442012758,108.84087638332325,108.83414264832638,0.06278840255013243,0.043157731165120596,0.041397493482688306,0.041397493482688306,0.041397493482688306,,, +ggZHbb,9.5080271296301,9.5080271296301,9.505625210234324,9.504521809114898,0.0024762937059121465,0.001534862252293786,0.001534862252293786,0.001534862252293786,0.001534862252293786,,, +ttHbb,312.2634270090423,312.2634270090423,312.18019451465693,312.12908216023584,0.1812519751382908,0.07050356602396167,0.06809112224216306,0.05787645737495916,0.05787645737495916,,, +HWW,150.72907678953348,150.72907678953348,150.68815304215195,150.65286062054875,1.7522297694784768,0.520811684930978,0.4854814525311485,0.4789854599896079,0.45621318576467074,,, +Data,1414872.0,1414872.0,,,,97.0,95.0,92.0,89.0,1414872.0,1414872.0,479.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JMR_down.csv new file mode 100644 index 00000000..87ade57b --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_down >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.994 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.19630966424792626,0.136825798433665,0.12363149088931112,0.12343689675986212,0.1228069267092003, +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,223.62802457713192,29.89595475654882,29.203164922575088,29.203164922575088,29.203164922575088, +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,50.726014025959515,9.615528152129011,9.564938686333043,8.150139055935876,7.849692360609269, +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,5.51447439453527,1.0513281373563417,1.0513281373563417,1.0513281373563417,1.0019694498900742, +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,10.959674840925114,2.230065857324241,2.230065857324241,2.230065857324241,2.230065857324241, +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,7.244117636319952,3.46597281948399,3.399556708714086,3.3164489010002107,3.3164489010002107, +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.28001420954562,0.0,0.0,0.0,0.0, +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.036758875733498654,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536, +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.00781540855142399,0.007053118410133913,0.007053118410133913,0.007053118410133913,0.007053118410133913, +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.022071832626725275,0.0130559545392283,0.011684104178746036,0.011684104178746036,0.011684104178746036, +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.05929071156201936,0.040816315329994725,0.039056077647562436,0.039056077647562436,0.039056077647562436, +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.002342396040992106,0.0015841152410483114,0.0015841152410483114,0.0015841152410483114,0.0015841152410483114, +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.1776860394799551,0.058960129043554556,0.05654768526175592,0.05101433461502551,0.05101433461502551, +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,1.7803384162462441,0.5395625114592932,0.5020168096417176,0.49176037188924193,0.4689439512130201, +Data,1414872.0,1414872.0,1414872.0,1414872.0,,97.0,95.0,92.0,89.0,479.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JMR_up.csv new file mode 100644 index 00000000..5fb453be --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_up >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.994 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.17929485680219526,0.12496767050379254,0.11178158703762511,0.11163072746386839,0.11108930746280793, +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,216.65245418248858,31.857034205009473,31.164244371035743,31.164244371035743,31.164244371035743, +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,53.5467241021905,10.287618366486589,10.237028900690625,8.552144710948236,8.19698554699771, +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,4.792683038128311,1.0019694498900742,1.0019694498900742,1.0019694498900742,1.0019694498900742, +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,11.968076429547555,2.5745321260102427,2.5745321260102427,2.5745321260102427,2.5745321260102427, +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,7.748757918688884,3.7834571191964117,3.7170410084265075,3.6339332007126326,3.6339332007126326, +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.28001420954562,0.0,0.0,0.0,0.0, +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.0226503243689606,0.0,0.0,0.0,0.0, +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.00781540855142399,0.007053118410133913,0.007053118410133913,0.007053118410133913,0.007053118410133913, +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.02706830589356704,0.017193216762428003,0.015821366401945744,0.015821366401945744,0.015821366401945744, +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.06544118027432026,0.04488610160050282,0.04312586391807053,0.04312586391807053,0.04312586391807053, +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.0023105507367408213,0.0013789359442274115,0.0013789359442274115,0.0013789359442274115,0.0013789359442274115, +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.18655992246771474,0.07147744489129343,0.06906500110949482,0.061216566937808414,0.058363880969040285, +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,1.6325703221853844,0.4849672607846046,0.4505417633428567,0.4410946688744265,0.41899741991831063, +Data,1414872.0,1414872.0,1414872.0,1414872.0,,97.0,95.0,92.0,89.0,479.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JMS_down.csv new file mode 100644 index 00000000..58cdc074 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_down >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.994 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.19210520273350695,0.1339207175238235,0.12061996484115836,0.12044189044876592,0.11982939345094361, +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,208.62969386098723,24.55227595366807,23.859486119694335,23.859486119694335,23.859486119694335, +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,51.43383266951061,8.775169648556941,8.724580182760977,7.501289766783635,7.269634667457093, +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,4.782432780466769,1.0513281373563417,1.0513281373563417,1.0513281373563417,1.0019694498900742, +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,11.565547573129756,2.534872333842061,2.534872333842061,2.534872333842061,2.534872333842061, +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,7.343873616760962,3.5310381639117545,3.464622053141851,3.381514245427976,3.381514245427976, +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.28001420954562,0.0,0.0,0.0,0.0, +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.036758875733498654,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536, +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.00781540855142399,0.007053118410133913,0.007053118410133913,0.007053118410133913,0.007053118410133913, +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.025345712614947283,0.0162502741068804,0.014878423746398138,0.014878423746398138,0.014878423746398138, +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.0636719523888098,0.04138316973698624,0.03962293205455395,0.03962293205455395,0.03962293205455395, +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.0025543346872947247,0.0016227198947813143,0.0016227198947813143,0.0016227198947813143,0.0016227198947813143, +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.18201455808615458,0.0681373353284442,0.06572489154664556,0.05787645737495916,0.05787645737495916, +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,1.7524127207992253,0.5265192881952567,0.4908012936835108,0.4787832706006931,0.45474519021844517, +Data,1414872.0,1414872.0,1414872.0,1414872.0,,97.0,95.0,92.0,89.0,479.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JMS_up.csv new file mode 100644 index 00000000..51466c71 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passggf_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_up >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.994 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.1927054564162335,0.13418169199969088,0.12091062555505219,0.12075788390392335,0.12017933550622248, +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,236.09926104809517,32.788712106497385,32.09592227252365,32.09592227252365,32.09592227252365, +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,50.43217491520694,9.029933188162586,8.979343722366622,7.756053306389278,7.464054746662311, +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,5.107202491805285,1.0513281373563417,1.0513281373563417,1.0513281373563417,1.0019694498900742, +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,10.92273268565743,2.2153391387542816,2.2153391387542816,2.2153391387542816,2.2153391387542816, +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,7.176018462272298,3.5308797515357853,3.4644636407658815,3.381355833052006,3.381355833052006, +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.3103662126559164,0.030352003110296424,0.030352003110296424,0.030352003110296424,0.030352003110296424, +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.036758875733498654,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536, +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.00781540855142399,0.007053118410133913,0.007053118410133913,0.007053118410133913,0.007053118410133913, +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.026764111528871114,0.01630574780991146,0.014933897449429199,0.014933897449429199,0.014933897449429199, +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.06336846956003744,0.04483026823043223,0.043070030547999925,0.043070030547999925,0.043070030547999925, +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.0024664770448071965,0.001534862252293786,0.001534862252293786,0.001534862252293786,0.001534862252293786, +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.1855398965130612,0.0682126932312863,0.06580024944948767,0.05804767036766311,0.05804767036766311, +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,1.7308065363298102,0.5217906825962133,0.4826725712354773,0.47371209029157346,0.45161981993426525, +Data,1414872.0,1414872.0,1414872.0,1414872.0,,97.0,95.0,92.0,89.0,479.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow.csv new file mode 100644 index 00000000..7bbb1b4e --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.028889303909824096,0.014596486122889154,0.014545339304080068,0.014545339304080068 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,1.3270895761658708,0.0,0.0,0.0 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.0,0.0,0.0,0.0 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.0,0.0,0.0,0.0 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0313406363497363,0.0,0.0,0.0 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.00024366724863733052,0.0,0.0,0.0 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053 +Data,1414872.0,1414872.0,1414872.0,1414872.0,61.0,7.0,7.0,6.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JER_down.csv new file mode 100644 index 00000000..918e54ab --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.671413160994866,1.6672065519826909,0.028864589275093507,0.01457177148815857,0.014520624669349483,0.014520624669349483,, +QCD,1117757.9198795073,1251971.716351885,1247569.2563443747,1244241.2895729458,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743,, +TT,114729.52068857195,114729.52068857195,114309.11741675786,113880.99428785002,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174,, +ST,9991.097357360093,9991.097357360093,9952.550898761065,9922.252662966415,1.3270895761658708,0.0,0.0,0.0,, +W+Jets,14710.822213085146,14710.822213085146,14670.207513918298,14635.076456643055,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518,, +Z+Jets,21597.004857058182,21597.004857058182,21520.342568735658,21471.347787777064,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904,, +Diboson,936.1606241609028,936.1606241609028,934.1584206040213,932.1822112933119,0.0,0.0,0.0,0.0,, +ggFHbb,224.56874142701201,224.56874142701201,224.02968880433406,223.30598847245,0.0,0.0,0.0,0.0,, +VBFHbb,66.27722451912622,66.27722451912622,66.12891712313305,65.94436262293111,0.0313406363497363,0.0,0.0,0.0,, +ZHbb,63.465766584473805,63.465766584473805,63.32995290467089,63.23930009367292,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,, +WHbb,108.86564442012758,108.86564442012758,108.64337241312307,108.51513014986577,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274,, +ggZHbb,9.5080271296301,9.5080271296301,9.480593256960656,9.454908466117434,0.00024366724863733052,0.0,0.0,0.0,, +ttHbb,312.2634270090423,312.2634270090423,311.08860162114195,309.8926151597943,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334,, +HWW,150.72907678953348,150.72907678953348,150.1141335814762,149.4108853239785,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053,, +Data,1414872.0,1414872.0,,,61.0,7.0,7.0,6.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JER_up.csv new file mode 100644 index 00000000..62c14fb3 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.6709099393660427,1.6672443971869404,0.028876607084854497,0.014583789297919557,0.014532642479110472,0.014532642479110472,, +QCD,1117757.9198795073,1251971.716351885,1247749.91820995,1244813.4082957197,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743,, +TT,114729.52068857195,114729.52068857195,114437.97026728191,114132.08746619607,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174,, +ST,9991.097357360093,9991.097357360093,9961.00046905086,9938.240034904185,1.3270895761658708,0.0,0.0,0.0,, +W+Jets,14710.822213085146,14710.822213085146,14670.386968672208,14643.532361751837,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518,, +Z+Jets,21597.004857058182,21597.004857058182,21527.43054513457,21486.385080340002,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904,, +Diboson,936.1606241609028,936.1606241609028,932.1843657435936,930.3708375626252,0.0,0.0,0.0,0.0,, +ggFHbb,224.56874142701201,224.56874142701201,224.0890706789042,223.6905964784125,0.0,0.0,0.0,0.0,, +VBFHbb,66.27722451912622,66.27722451912622,66.158353933224,66.05208234932266,0.0313406363497363,0.0,0.0,0.0,, +ZHbb,63.465766584473805,63.465766584473805,63.28863350654419,63.18969796746182,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,, +WHbb,108.86564442012758,108.86564442012758,108.59950330312063,108.482473694838,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274,, +ggZHbb,9.5080271296301,9.5080271296301,9.48581603967797,9.468074681719918,0.00024366724863733052,0.0,0.0,0.0,, +ttHbb,312.2634270090423,312.2634270090423,311.30158920167617,310.42204762583594,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334,, +HWW,150.72907678953348,150.72907678953348,150.30305058855018,149.8340750587529,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053,, +Data,1414872.0,1414872.0,,,61.0,7.0,7.0,6.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JES_down.csv new file mode 100644 index 00000000..b6d051ae --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.6666139971059066,1.6591154859894288,0.028851892450123914,0.01455907466318897,0.014507927844379886,0.014507927844379886,, +QCD,1117757.9198795073,1251971.716351885,1243348.6381278953,1237229.9947820366,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743,, +TT,114729.52068857195,114729.52068857195,114029.4683025561,113319.76404047944,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174,, +ST,9991.097357360093,9991.097357360093,9922.140634086192,9871.37221638479,1.3270895761658708,0.0,0.0,0.0,, +W+Jets,14710.822213085146,14710.822213085146,14632.074465297448,14569.755961664541,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518,, +Z+Jets,21597.004857058182,21597.004857058182,21453.74146222078,21367.30115930057,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904,, +Diboson,936.1606241609028,936.1606241609028,930.7571638443397,927.5041399569494,0.0,0.0,0.0,0.0,, +ggFHbb,224.56874142701201,224.56874142701201,223.62056769434213,222.51728560123743,0.0,0.0,0.0,0.0,, +VBFHbb,66.27722451912622,66.27722451912622,66.00733631376538,65.66476989295606,0.0313406363497363,0.0,0.0,0.0,, +ZHbb,63.465766584473805,63.465766584473805,63.16347309829043,62.98984926782434,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,, +WHbb,108.86564442012758,108.86564442012758,108.37346398025522,108.13532762314294,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274,, +ggZHbb,9.5080271296301,9.5080271296301,9.45631134146326,9.41204558779923,0.00024366724863733052,0.0,0.0,0.0,, +ttHbb,312.2634270090423,312.2634270090423,310.20534812719706,308.225452629239,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334,, +HWW,150.72907678953348,150.72907678953348,149.74304835468368,148.6507210554542,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053,, +Data,1414872.0,1414872.0,,,61.0,7.0,7.0,6.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JES_up.csv new file mode 100644 index 00000000..aaa7dfce --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.6757548522012857,1.6755174017437258,0.028904271422584775,0.014610943746887255,0.014559796928078168,0.014559796928078168,, +QCD,1117757.9198795073,1251971.716351885,1251682.6046422862,1251519.0665727286,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743,, +TT,114729.52068857195,114729.52068857195,114706.15876300249,114683.14121694586,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174,, +ST,9991.097357360093,9991.097357360093,9989.024577587452,9987.966441260009,1.3270895761658708,0.0,0.0,0.0,, +W+Jets,14710.822213085146,14710.822213085146,14707.90486347219,14705.855078584122,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518,, +Z+Jets,21597.004857058182,21597.004857058182,21592.713993914025,21589.977951000445,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904,, +Diboson,936.1606241609028,936.1606241609028,935.6242769877188,935.6242769877188,0.0,0.0,0.0,0.0,, +ggFHbb,224.56874142701201,224.56874142701201,224.5170485658804,224.45546900141025,0.0,0.0,0.0,0.0,, +VBFHbb,66.27722451912622,66.27722451912622,66.27546093253595,66.27338743540412,0.0313406363497363,0.0,0.0,0.0,, +ZHbb,63.465766584473805,63.465766584473805,63.45579974544757,63.45287399754096,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,, +WHbb,108.86564442012758,108.86564442012758,108.84087638332325,108.83414264832638,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274,, +ggZHbb,9.5080271296301,9.5080271296301,9.505625210234324,9.504521809114898,0.00024366724863733052,0.0,0.0,0.0,, +ttHbb,312.2634270090423,312.2634270090423,312.18019451465693,312.12908216023584,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334,, +HWW,150.72907678953348,150.72907678953348,150.68815304215195,150.65286062054875,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053,, +Data,1414872.0,1414872.0,,,61.0,7.0,7.0,6.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JMR_down.csv new file mode 100644 index 00000000..7bbb1b4e --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.028889303909824096,0.014596486122889154,0.014545339304080068,0.014545339304080068 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,1.3270895761658708,0.0,0.0,0.0 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.0,0.0,0.0,0.0 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.0,0.0,0.0,0.0 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0313406363497363,0.0,0.0,0.0 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.00024366724863733052,0.0,0.0,0.0 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053 +Data,1414872.0,1414872.0,1414872.0,1414872.0,61.0,7.0,7.0,6.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JMR_up.csv new file mode 100644 index 00000000..7bbb1b4e --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.028889303909824096,0.014596486122889154,0.014545339304080068,0.014545339304080068 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,1.3270895761658708,0.0,0.0,0.0 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.0,0.0,0.0,0.0 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.0,0.0,0.0,0.0 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0313406363497363,0.0,0.0,0.0 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.00024366724863733052,0.0,0.0,0.0 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053 +Data,1414872.0,1414872.0,1414872.0,1414872.0,61.0,7.0,7.0,6.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JMS_down.csv new file mode 100644 index 00000000..7bbb1b4e --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.028889303909824096,0.014596486122889154,0.014545339304080068,0.014545339304080068 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,1.3270895761658708,0.0,0.0,0.0 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.0,0.0,0.0,0.0 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.0,0.0,0.0,0.0 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0313406363497363,0.0,0.0,0.0 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.00024366724863733052,0.0,0.0,0.0 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053 +Data,1414872.0,1414872.0,1414872.0,1414872.0,61.0,7.0,7.0,6.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JMS_up.csv new file mode 100644 index 00000000..7bbb1b4e --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2017/passvbf_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.028889303909824096,0.014596486122889154,0.014545339304080068,0.014545339304080068 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,1.3270895761658708,0.0,0.0,0.0 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.0,0.0,0.0,0.0 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.0,0.0,0.0,0.0 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0313406363497363,0.0,0.0,0.0 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.00024366724863733052,0.0,0.0,0.0 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053 +Data,1414872.0,1414872.0,1414872.0,1414872.0,61.0,7.0,7.0,6.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow.csv new file mode 100644 index 00000000..1b58a817 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.5617368524345282,0.5607970139226898,0.5573700773903076 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,963807.4940357904,962218.4914664594,957982.47779008 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,101312.23410597659,90377.41441300801,79853.26439953287 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,9151.885931034849,8321.34136874015,7426.929736077712 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,13176.130441631436,13146.478662709551,13104.588662885313 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,13017.869943463393,12985.611026350962,12914.66923212525 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,587.0680898927101,557.5319556980061,523.647226299036 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,73.82532993263385,73.64806912590342,73.2852955928284 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,21.048785848640396,20.93471737112549,20.769600265060213 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,20.859058066676788,20.803330053748,20.619405874749955 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,39.43506289899327,39.33553647106322,39.01527548269555 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,4.348167895135202,4.333901804262872,4.2989039675099745 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,225.23463133385022,198.69058056876503,172.2719009739104 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,139.29958230013366,115.70565764944601,95.45061057128318 +Data,1383108.0,1383108.0,1383108.0,1383108.0,1137620.0,1122321.0,1106195.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JER_down.csv new file mode 100644 index 00000000..2ec40972 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.701785185949453,1.6976235820778385,0.5620225031132182,0.5610826646013798,0.5576335026389184,, +QCD,1126208.5372077704,1204990.9790546382,1200738.052316178,1197558.877157514,963994.2670228004,962405.1298120443,958162.1980820333,, +TT,126178.01663528237,126178.01663528237,125721.86252072458,125249.58535996148,101286.7670265617,90362.74437509803,79850.90258740532,, +ST,11213.018738828063,11213.018738828063,11168.452048314444,11140.719505951973,9151.929386467571,8321.100328153758,7425.886555580626,, +W+Jets,15930.077126498532,15930.077126498532,15881.107695718065,15842.384142944156,13179.08817800441,13149.436399082522,13107.53591830511,, +Z+Jets,22772.15825578505,22772.15825578505,22689.51909652289,22638.01021402513,13022.07631832421,12989.817401211776,12918.847653815132,, +Diboson,1008.665041486354,1008.665041486354,1005.0573352561039,1001.5335960272366,586.0809739165676,556.5448397218636,522.6601103228935,, +ggFHbb,223.1087799478259,223.1087799478259,222.71968015957236,221.89439691067292,73.85305179343185,73.6757909867014,73.31301745362641,, +VBFHbb,71.28205035333777,71.28205035333777,71.08197998191031,70.88904592719425,21.026843761979066,20.91277528446416,20.74765817839888,, +ZHbb,67.12062616739404,67.12062616739404,66.95505508866002,66.85027969634586,20.859271894649346,20.80354388172056,20.61966676801028,, +WHbb,116.35029311753367,116.35029311753367,116.09016021113949,115.97731768365011,39.45336260766084,39.35392454143174,39.03358884076156,, +ggZHbb,10.311005316400479,10.311005316400479,10.28303977032229,10.258567730652926,4.348672916123582,4.334406825251252,4.299421837063187,, +ttHbb,354.83801865944884,354.83801865944884,353.4782835063519,351.99796261301265,225.22777640402904,198.68211654309644,172.27309435418897,, +HWW,172.07437391871363,172.07437391871363,171.39708029390346,170.57519080446693,139.24145868258833,115.67908908804638,95.41940381809495,, +Data,1383108.0,1383108.0,,,1137620.0,1122321.0,1106195.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JER_up.csv new file mode 100644 index 00000000..3079530e --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.7013385194247648,1.6968562725452987,0.5616323796229203,0.5606925411110819,0.5572738464272029,, +QCD,1126208.5372077704,1204990.9790546382,1200382.012896498,1196872.1266944017,963391.5322925836,961802.5297232523,957581.6532729592,, +TT,126178.01663528237,126178.01663528237,125746.98835116654,125293.22760802964,101325.98559534259,90382.71616835098,79850.00506250892,, +ST,11213.018738828063,11213.018738828063,11168.928717403302,11142.405760436903,9153.295190506544,8322.492755326817,7427.2314390106385,, +W+Jets,15930.077126498532,15930.077126498532,15875.910881821987,15834.447832733507,13171.752441725583,13142.1006628037,13100.230447438887,, +Z+Jets,22772.15825578505,22772.15825578505,22683.690019930553,22627.89307859461,13015.94719027948,12983.670973805292,12912.594420613917,, +Diboson,1008.665041486354,1008.665041486354,1005.8693429051912,1002.8762851988342,586.8449724538984,557.3088382591943,523.4241088602241,, +ggFHbb,223.1087799478259,223.1087799478259,222.72256516683834,221.885637181582,73.85557850246693,73.6783176957365,73.3155441626615,, +VBFHbb,71.28205035333777,71.28205035333777,71.09353616711309,70.92054851701442,21.039388291905816,20.92531981439091,20.760009187407967,, +ZHbb,67.12062616739404,67.12062616739404,66.91738349689737,66.80075080682559,20.84147570358941,20.785986978399492,20.602121163849077,, +WHbb,116.35029311753367,116.35029311753367,116.02018260223909,115.8886531559248,39.43341061646057,39.33388418853052,39.01362320016284,, +ggZHbb,10.311005316400479,10.311005316400479,10.280393102764487,10.256855442553917,4.348260655817542,4.333994564945213,4.298989621127662,, +ttHbb,354.83801865944884,354.83801865944884,353.41729440378543,352.01734089665155,225.24827457217864,198.68769059692127,172.26462824682525,, +HWW,172.07437391871363,172.07437391871363,171.4077847036248,170.61905764119348,139.2619927825572,115.66973682260304,95.40691583677669,, +Data,1383108.0,1383108.0,,,1137620.0,1122321.0,1106195.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JES_down.csv new file mode 100644 index 00000000..a4a5c809 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.6956488206244413,1.6870219762186835,0.5576064418162486,0.5566714046449426,0.5532827601351938,, +QCD,1126208.5372077704,1204990.9790546382,1195580.4197497359,1188493.8378485164,956568.6094957317,954999.9544626558,950817.0274845026,, +TT,126178.01663528237,126178.01663528237,125277.51309674431,124328.8175008741,100529.65721549584,89704.4926932598,79292.65828902826,, +ST,11213.018738828063,11213.018738828063,11119.661879992498,11058.864901644467,9082.442629881198,8261.23643206665,7374.545835472145,, +W+Jets,15930.077126498532,15930.077126498532,15826.798062580072,15744.192115021908,13097.030870784838,13067.59627665905,13026.22738243096,, +Z+Jets,22772.15825578505,22772.15825578505,22591.343797623595,22477.3522387971,12932.661138642598,12900.664713706423,12830.323032017795,, +Diboson,1008.665041486354,1008.665041486354,1001.555468829989,995.7367767362746,583.1209416604997,553.879699334339,520.0120790581569,, +ggFHbb,223.1087799478259,223.1087799478259,222.20721408699214,220.60052287185852,73.53310451199403,73.35584370526358,72.99599309555967,, +VBFHbb,71.28205035333777,71.28205035333777,70.93247270180143,70.49767611071601,20.897948573357844,20.78388009584294,20.6195755455181,, +ZHbb,67.12062616739404,67.12062616739404,66.73802979718431,66.52688948307338,20.72475387121409,20.669265146024166,20.48588828654088,, +WHbb,116.35029311753367,116.35029311753367,115.70531888025883,115.43919849488618,39.233447332788046,39.134060724000584,38.81485606242783,, +ggZHbb,10.311005316400479,10.311005316400479,10.25139710473921,10.200185500756241,4.32698056535032,4.312749533410825,4.277769779296909,, +ttHbb,354.83801865944884,354.83801865944884,351.98243580111443,349.16857078942746,223.33465319369287,197.0876869118622,170.92979930340212,, +HWW,172.07437391871363,172.07437391871363,170.7911521048616,169.23726416010865,138.07611731548747,114.73761241687579,94.69663703439863,, +Data,1383108.0,1383108.0,,,1137620.0,1122321.0,1106195.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JES_up.csv new file mode 100644 index 00000000..a8807650 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.7065851517004555,1.706563929098256,0.565340244469947,0.5643750267567398,0.5609078506591658,, +QCD,1126208.5372077704,1204990.9790546382,1204968.588130011,1204955.485744056,969955.1761521152,968353.347858271,964066.9968496168,, +TT,126178.01663528237,126178.01663528237,126174.28689269017,126170.12612420504,102041.45223617145,91005.63307566212,80372.62304244752,, +ST,11213.018738828063,11213.018738828063,11212.048811462337,11211.655393615407,9211.58553800169,8372.060414461577,7469.640696226439,, +W+Jets,15930.077126498532,15930.077126498532,15929.567731787893,15929.209710016235,13253.834368638529,13223.96049527209,13181.814020197018,, +Z+Jets,22772.15825578505,22772.15825578505,22771.53543504107,22770.964652224375,13094.865603482669,13062.50359351143,12990.880633796216,, +Diboson,1008.665041486354,1008.665041486354,1008.6552751889706,1008.6552751889706,590.6554392055764,559.7869976444001,525.8708430233122,, +ggFHbb,223.1087799478259,223.1087799478259,223.1087799478259,223.10648942140045,74.28940374812589,74.11086476428893,73.74809123121392,, +VBFHbb,71.28205035333777,71.28205035333777,71.28205035333777,71.28205035333777,21.14102453338168,21.026956055866776,20.861645428883833,, +ZHbb,67.12062616739404,67.12062616739404,67.12052250655093,67.12052250655093,20.964423432970698,20.908695420041912,20.72346157309468,, +WHbb,116.35029311753367,116.35029311753367,116.34265009656505,116.33875840971054,39.621137674269235,39.5216112463392,39.19692709633989,, +ggZHbb,10.311005316400479,10.311005316400479,10.310920939333991,10.310900618783364,4.372806874567642,4.358540783695313,4.322922723947651,, +ttHbb,354.83801865944884,354.83801865944884,354.82351614889456,354.81594162326763,227.18408926304707,200.34891255643097,173.63367681394365,, +HWW,172.07437391871363,172.07437391871363,172.07336962048205,172.06752156096098,140.45453823202814,116.65136782778039,96.179195733264,, +Data,1383108.0,1383108.0,,,1137620.0,1122321.0,1106195.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JMR_down.csv new file mode 100644 index 00000000..1b58a817 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.5617368524345282,0.5607970139226898,0.5573700773903076 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,963807.4940357904,962218.4914664594,957982.47779008 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,101312.23410597659,90377.41441300801,79853.26439953287 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,9151.885931034849,8321.34136874015,7426.929736077712 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,13176.130441631436,13146.478662709551,13104.588662885313 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,13017.869943463393,12985.611026350962,12914.66923212525 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,587.0680898927101,557.5319556980061,523.647226299036 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,73.82532993263385,73.64806912590342,73.2852955928284 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,21.048785848640396,20.93471737112549,20.769600265060213 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,20.859058066676788,20.803330053748,20.619405874749955 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,39.43506289899327,39.33553647106322,39.01527548269555 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,4.348167895135202,4.333901804262872,4.2989039675099745 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,225.23463133385022,198.69058056876503,172.2719009739104 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,139.29958230013366,115.70565764944601,95.45061057128318 +Data,1383108.0,1383108.0,1383108.0,1383108.0,1137620.0,1122321.0,1106195.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JMR_up.csv new file mode 100644 index 00000000..1b58a817 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.5617368524345282,0.5607970139226898,0.5573700773903076 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,963807.4940357904,962218.4914664594,957982.47779008 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,101312.23410597659,90377.41441300801,79853.26439953287 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,9151.885931034849,8321.34136874015,7426.929736077712 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,13176.130441631436,13146.478662709551,13104.588662885313 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,13017.869943463393,12985.611026350962,12914.66923212525 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,587.0680898927101,557.5319556980061,523.647226299036 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,73.82532993263385,73.64806912590342,73.2852955928284 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,21.048785848640396,20.93471737112549,20.769600265060213 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,20.859058066676788,20.803330053748,20.619405874749955 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,39.43506289899327,39.33553647106322,39.01527548269555 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,4.348167895135202,4.333901804262872,4.2989039675099745 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,225.23463133385022,198.69058056876503,172.2719009739104 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,139.29958230013366,115.70565764944601,95.45061057128318 +Data,1383108.0,1383108.0,1383108.0,1383108.0,1137620.0,1122321.0,1106195.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JMS_down.csv new file mode 100644 index 00000000..1b58a817 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.5617368524345282,0.5607970139226898,0.5573700773903076 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,963807.4940357904,962218.4914664594,957982.47779008 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,101312.23410597659,90377.41441300801,79853.26439953287 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,9151.885931034849,8321.34136874015,7426.929736077712 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,13176.130441631436,13146.478662709551,13104.588662885313 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,13017.869943463393,12985.611026350962,12914.66923212525 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,587.0680898927101,557.5319556980061,523.647226299036 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,73.82532993263385,73.64806912590342,73.2852955928284 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,21.048785848640396,20.93471737112549,20.769600265060213 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,20.859058066676788,20.803330053748,20.619405874749955 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,39.43506289899327,39.33553647106322,39.01527548269555 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,4.348167895135202,4.333901804262872,4.2989039675099745 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,225.23463133385022,198.69058056876503,172.2719009739104 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,139.29958230013366,115.70565764944601,95.45061057128318 +Data,1383108.0,1383108.0,1383108.0,1383108.0,1137620.0,1122321.0,1106195.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JMS_up.csv new file mode 100644 index 00000000..1b58a817 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/fail_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.5617368524345282,0.5607970139226898,0.5573700773903076 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,963807.4940357904,962218.4914664594,957982.47779008 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,101312.23410597659,90377.41441300801,79853.26439953287 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,9151.885931034849,8321.34136874015,7426.929736077712 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,13176.130441631436,13146.478662709551,13104.588662885313 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,13017.869943463393,12985.611026350962,12914.66923212525 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,587.0680898927101,557.5319556980061,523.647226299036 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,73.82532993263385,73.64806912590342,73.2852955928284 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,21.048785848640396,20.93471737112549,20.769600265060213 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,20.859058066676788,20.803330053748,20.619405874749955 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,39.43506289899327,39.33553647106322,39.01527548269555 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,4.348167895135202,4.333901804262872,4.2989039675099745 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,225.23463133385022,198.69058056876503,172.2719009739104 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,139.29958230013366,115.70565764944601,95.45061057128318 +Data,1383108.0,1383108.0,1383108.0,1383108.0,1137620.0,1122321.0,1106195.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow.csv new file mode 100644 index 00000000..15df238e --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.20667132168451266,0.14114841348286528,0.12533418350620265,0.12511419098440468,0.12464351850327647 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,144.35107814290063,25.320271658871498,24.65208824758526,24.65208824758526,24.65208824758526 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,61.44060489485426,10.853743415754376,10.853743415754376,9.68801156971052,8.803925955686795 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,5.499971916709747,1.5516760602900406,1.5516760602900406,1.535342360308218,1.535342360308218 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,14.363035744268458,3.8513502398813118,3.7313923153961004,3.7313923153961004,3.7313923153961004 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,8.742021116270035,3.034600751528189,3.034600751528189,3.034600751528189,3.034600751528189 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0,0.0 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.033456804525291706,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0,0.0 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.01820748622605914,0.01588486812092205,0.013193474354051986,0.013193474354051986,0.013193474354051986 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.057365085001269044,0.03462059952845231,0.03340909212152154,0.03340909212152154,0.03340909212152154 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.003420691858476735,0.0026555977954472823,0.0023400886512921337,0.0023400886512921337,0.0023400886512921337 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.1799874582358042,0.06234466367693364,0.06234466367693364,0.05959218045818373,0.05511751924843435 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,2.195863202028565,0.5453318548183053,0.4990845038895099,0.4667121246467227,0.4470472899580378 +Data,1383108.0,1383108.0,1383108.0,1383108.0,472.0,96.0,95.0,93.0,92.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JER_down.csv new file mode 100644 index 00000000..1b60dad6 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScore_JER_down >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.994 +HHbbVV,1.706591057896172,1.706591057896172,1.701785185949453,1.6976235820778385,0.20665281209480754,0.14096923604864697,0.12528812731152264,0.12507936279479176,0.12462084745983887,,, +QCD,1126208.5372077704,1204990.9790546382,1200738.052316178,1197558.877157514,139.62793968785488,20.597133203825763,19.928949792539527,19.928949792539527,19.928949792539527,,, +TT,126178.01663528237,126178.01663528237,125721.86252072458,125249.58535996148,61.869860777644305,11.251234259147218,11.251234259147218,10.08550241310336,9.201416799079633,,, +ST,11213.018738828063,11213.018738828063,11168.452048314444,11140.719505951973,5.479343113799247,1.5310472573795413,1.5310472573795413,1.5147135573977186,1.5147135573977186,,, +W+Jets,15930.077126498532,15930.077126498532,15881.107695718065,15842.384142944156,14.403480560131085,3.6882032764980197,3.5682453520128083,3.5682453520128083,3.5682453520128083,,, +Z+Jets,22772.15825578505,22772.15825578505,22689.51909652289,22638.01021402513,8.898435201345372,2.8972945880701197,2.8972945880701197,2.8972945880701197,2.8972945880701197,,, +Diboson,1008.665041486354,1008.665041486354,1005.0573352561039,1001.5335960272366,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,223.1087799478259,223.1087799478259,222.71968015957236,221.89439691067292,0.033456804525291706,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,,, +VBFHbb,71.28205035333777,71.28205035333777,71.08197998191031,70.88904592719425,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,67.12062616739404,67.12062616739404,66.95505508866002,66.85027969634586,0.018505875236510275,0.016183257131373186,0.013491863364503122,0.013491863364503122,0.013491863364503122,,, +WHbb,116.35029311753367,116.35029311753367,116.09016021113949,115.97731768365011,0.057365085001269044,0.03462059952845231,0.03340909212152154,0.03340909212152154,0.03340909212152154,,, +ggZHbb,10.311005316400479,10.311005316400479,10.28303977032229,10.258567730652926,0.0031193878459366614,0.0026555977954472823,0.0023400886512921337,0.0023400886512921337,0.0023400886512921337,,, +ttHbb,354.83801865944884,354.83801865944884,353.4782835063519,351.99796261301265,0.18048466224090615,0.06324255058552329,0.06324255058552329,0.06052145470075973,0.05604679349101036,,, +HWW,172.07437391871363,172.07437391871363,171.39708029390346,170.57519080446693,2.188729511945347,0.5441412138125622,0.4978938628837668,0.4655214836409796,0.4458566489522947,,, +Data,1383108.0,1383108.0,,,,96.0,95.0,93.0,92.0,1383108.0,1383108.0,472.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JER_up.csv new file mode 100644 index 00000000..a87801eb --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScore_JER_up >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.994 +HHbbVV,1.706591057896172,1.706591057896172,1.7013385194247648,1.6968562725452987,0.2068823406478017,0.14114130222934596,0.12537798778736556,0.1251579952655676,0.12467395210776547,,, +QCD,1126208.5372077704,1204990.9790546382,1200382.012896498,1196872.1266944017,140.31781490361973,25.320271658871498,24.65208824758526,24.65208824758526,24.65208824758526,,, +TT,126178.01663528237,126178.01663528237,125746.98835116654,125293.22760802964,61.59169633206858,10.93755428929867,10.93755428929867,9.583614288566622,8.699528674542897,,, +ST,11213.018738828063,11213.018738828063,11168.928717403302,11142.405760436903,5.500611915746675,1.5516760602900406,1.5516760602900406,1.535342360308218,1.535342360308218,,, +W+Jets,15930.077126498532,15930.077126498532,15875.910881821987,15834.447832733507,14.603485692123703,3.712405923624185,3.5924479991389733,3.5924479991389733,3.5924479991389733,,, +Z+Jets,22772.15825578505,22772.15825578505,22683.690019930553,22627.89307859461,8.753091280652953,2.9960838221514257,2.9960838221514257,2.9960838221514257,2.9960838221514257,,, +Diboson,1008.665041486354,1008.665041486354,1005.8693429051912,1002.8762851988342,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,223.1087799478259,223.1087799478259,222.72256516683834,221.885637181582,0.033456804525291706,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,,, +VBFHbb,71.28205035333777,71.28205035333777,71.09353616711309,70.92054851701442,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,67.12062616739404,67.12062616739404,66.91738349689737,66.80075080682559,0.01820748622605914,0.01588486812092205,0.013193474354051986,0.013193474354051986,0.013193474354051986,,, +WHbb,116.35029311753367,116.35029311753367,116.02018260223909,115.8886531559248,0.057365085001269044,0.03462059952845231,0.03340909212152154,0.03340909212152154,0.03340909212152154,,, +ggZHbb,10.311005316400479,10.311005316400479,10.280393102764487,10.256855442553917,0.0035402289811631224,0.00277513491813367,0.002459625773978521,0.002459625773978521,0.002459625773978521,,, +ttHbb,354.83801865944884,354.83801865944884,353.41729440378543,352.01734089665155,0.17936637526152588,0.06482191786846199,0.06482191786846199,0.06206943464971206,0.05759477343996268,,, +HWW,172.07437391871363,172.07437391871363,171.4077847036248,170.61905764119348,2.1842529180274335,0.5390188462021801,0.4927714952733846,0.46673227160972175,0.4417147988897392,,, +Data,1383108.0,1383108.0,,,,96.0,95.0,93.0,92.0,1383108.0,1383108.0,472.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JES_down.csv new file mode 100644 index 00000000..f8cf6704 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScore_JES_down >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.994 +HHbbVV,1.706591057896172,1.706591057896172,1.6956488206244413,1.6870219762186835,0.20582029524818315,0.14083564188019612,0.12517967599072857,0.1249596834689306,0.12450278160248533,,, +QCD,1126208.5372077704,1204990.9790546382,1195580.4197497359,1188493.8378485164,146.16726707798122,29.237342861633422,28.569159450347186,28.569159450347186,28.569159450347186,,, +TT,126178.01663528237,126178.01663528237,125277.51309674431,124328.8175008741,62.84180933818956,11.541561059747425,11.541561059747425,10.189095541780242,9.305009927756517,,, +ST,11213.018738828063,11213.018738828063,11119.661879992498,11058.864901644467,5.454182700230386,1.5984770806583886,1.5984770806583886,1.5821433806765661,1.5821433806765661,,, +W+Jets,15930.077126498532,15930.077126498532,15826.798062580072,15744.192115021908,13.984593687157634,3.549258960240893,3.4293010357556812,3.4293010357556812,3.4293010357556812,,, +Z+Jets,22772.15825578505,22772.15825578505,22591.343797623595,22477.3522387971,8.660931100803726,3.0750300264613157,3.0750300264613157,3.0750300264613157,3.0750300264613157,,, +Diboson,1008.665041486354,1008.665041486354,1001.555468829989,995.7367767362746,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,223.1087799478259,223.1087799478259,222.20721408699214,220.60052287185852,0.03647825207403547,0.004906740354104953,0.004906740354104953,0.004906740354104953,0.004906740354104953,,, +VBFHbb,71.28205035333777,71.28205035333777,70.93247270180143,70.49767611071601,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,67.12062616739404,67.12062616739404,66.73802979718431,66.52688948307338,0.017148851612845763,0.014826233507708675,0.012134839740838614,0.012134839740838614,0.012134839740838614,,, +WHbb,116.35029311753367,116.35029311753367,115.70531888025883,115.43919849488618,0.05640773500546348,0.033450776751727744,0.03223926934479697,0.03223926934479697,0.03223926934479697,,, +ggZHbb,10.311005316400479,10.311005316400479,10.25139710473921,10.200185500756241,0.003153423080613252,0.0026555977954472823,0.0023400886512921337,0.0023400886512921337,0.0023400886512921337,,, +ttHbb,354.83801865944884,354.83801865944884,351.98243580111443,349.16857078942746,0.1889994842005953,0.06690574639142746,0.0650855870732189,0.06067517160203859,0.056200510392289224,,, +HWW,172.07437391871363,172.07437391871363,170.7911521048616,169.23726416010865,2.1793974758373724,0.5469087167599996,0.5006613658312042,0.4746221421675414,0.4523898592289936,,, +Data,1383108.0,1383108.0,,,,96.0,95.0,93.0,92.0,1383108.0,1383108.0,472.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JES_up.csv new file mode 100644 index 00000000..22e98634 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScore_JES_up >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.994 +HHbbVV,1.706591057896172,1.706591057896172,1.7065851517004555,1.706563929098256,0.20771609193888962,0.1415284256220588,0.12567502038936657,0.1254550278675686,0.12499425126053501,,, +QCD,1126208.5372077704,1204990.9790546382,1204968.588130011,1204955.485744056,146.35250752353127,26.20401873808428,25.535835326798043,25.535835326798043,25.535835326798043,,, +TT,126178.01663528237,126178.01663528237,126174.28689269017,126170.12612420504,62.428403208279406,11.411505786190416,11.411505786190416,10.22764445194515,9.343558837921426,,, +ST,11213.018738828063,11213.018738828063,11212.048811462337,11211.655393615407,5.246661505233149,1.5516760602900406,1.5516760602900406,1.535342360308218,1.535342360308218,,, +W+Jets,15930.077126498532,15930.077126498532,15929.567731787893,15929.209710016235,14.705119083536564,3.712405923624185,3.5924479991389733,3.5924479991389733,3.5924479991389733,,, +Z+Jets,22772.15825578505,22772.15825578505,22771.53543504107,22770.964652224375,8.810738262083046,3.042410222429071,3.042410222429071,3.042410222429071,3.042410222429071,,, +Diboson,1008.665041486354,1008.665041486354,1008.6552751889706,1008.6552751889706,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,223.1087799478259,223.1087799478259,223.1087799478259,223.10648942140045,0.033456804525291706,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,,, +VBFHbb,71.28205035333777,71.28205035333777,71.28205035333777,71.28205035333777,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,67.12062616739404,67.12062616739404,67.12052250655093,67.12052250655093,0.02032776793680679,0.0180051498316697,0.01531375606479964,0.01531375606479964,0.01531375606479964,,, +WHbb,116.35029311753367,116.35029311753367,116.34265009656505,116.33875840971054,0.05762112982178124,0.03466417156804551,0.03345266416111473,0.03345266416111473,0.03345266416111473,,, +ggZHbb,10.311005316400479,10.311005316400479,10.310920939333991,10.310900618783364,0.003569123800536477,0.002765803430694111,0.0024502942865389623,0.0024502942865389623,0.0024502942865389623,,, +ttHbb,354.83801865944884,354.83801865944884,354.82351614889456,354.81594162326763,0.18169086946115492,0.06454432306632218,0.06454432306632218,0.06179183984757225,0.05731717863782289,,, +HWW,172.07437391871363,172.07437391871363,172.07336962048205,172.06752156096098,2.2008536275985238,0.5718581380046287,0.5256107870758333,0.48772490659946943,0.460139985629624,,, +Data,1383108.0,1383108.0,,,,96.0,95.0,93.0,92.0,1383108.0,1383108.0,472.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JMR_down.csv new file mode 100644 index 00000000..5b3af76f --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_down >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.994 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.21260886372537405,0.145679208991047,0.12982309307295192,0.12958255938203422,0.1291064007330106, +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,144.44461415439605,26.535576751805777,25.86739334051954,25.86739334051954,25.86739334051954, +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,59.51064046124435,10.763770776075301,10.763770776075301,9.259552132253651,8.37546651822993, +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,6.102258983559423,1.5455279004916525,1.5455279004916525,1.52919420050983,1.52919420050983, +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,13.896117426960156,3.3899311884088963,3.2699732639236845,3.2699732639236845,3.2699732639236845, +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,8.932384706243253,2.9425499605992056,2.9425499605992056,2.9425499605992056,2.9425499605992056, +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,1.0762628561443077,1.0762628561443077,1.0762628561443077,1.0762628561443077,1.0762628561443077, +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.07601009880589134,0.04443858708596083,0.04443858708596083,0.04443858708596083,0.04443858708596083, +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0,0.0, +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.01820748622605914,0.01588486812092205,0.013193474354051986,0.013193474354051986,0.013193474354051986, +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.05436245252705001,0.03615629776052348,0.03494479035359271,0.03494479035359271,0.03494479035359271, +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.003168000543237799,0.002670175258071829,0.00235466611391668,0.00235466611391668,0.00235466611391668, +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.18511405938565278,0.06637064987868085,0.06637064987868085,0.06361816665993095,0.05695497216229271, +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,2.2998657161731537,0.6171055658031013,0.5699722374441853,0.5370245060239747,0.5096719119310242, +Data,1383108.0,1383108.0,1383108.0,1383108.0,,96.0,95.0,93.0,92.0,472.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JMR_up.csv new file mode 100644 index 00000000..dad96120 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_up >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.994 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.18431757198244025,0.12590972724295307,0.1110101124892344,0.11082836208923182,0.11030267585118422, +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,145.93747815698993,32.29221967429575,31.624036263009515,31.624036263009515,31.624036263009515, +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,65.40521310585078,12.222676428395538,12.222676428395538,10.63616583082251,10.028873853274611, +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,6.133335716484406,1.6354351422367301,1.6354351422367301,1.6191014422549073,1.6191014422549073, +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,14.50324507321268,3.4157701044988196,3.295812180013608,3.295812180013608,3.295812180013608, +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,8.287965125406823,3.494491396188192,3.494491396188192,3.494491396188192,3.494491396188192, +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.9033627515053625,0.9033627515053625,0.9033627515053625,0.9033627515053625,0.9033627515053625, +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.045307804174900726,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903, +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0,0.0, +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.026336303906451437,0.024013685801314355,0.01861891444376654,0.01861891444376654,0.01861891444376654, +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.046027921860651286,0.03072543222349254,0.029513924816561767,0.029513924816561767,0.029513924816561767, +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.004132627794165037,0.0032595008570819976,0.0029439917129268495,0.0029439917129268495,0.0029439917129268495, +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.19069168805454279,0.0773682028405227,0.07554804352231415,0.0678183224064823,0.06168488057617353, +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,1.9933660045942991,0.4633812595419079,0.4188691029477211,0.3951677756707336,0.37871796252656076, +Data,1383108.0,1383108.0,1383108.0,1383108.0,,96.0,95.0,93.0,92.0,472.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JMS_down.csv new file mode 100644 index 00000000..b93bbd3e --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_down >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.994 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.20659286397516757,0.14102698800060004,0.12524308390221345,0.1250230913804155,0.12455241889928728, +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,149.2237836426266,25.320271658871498,24.65208824758526,24.65208824758526,24.65208824758526, +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,61.491448773909724,10.853743415754376,10.853743415754376,9.68801156971052,8.803925955686795, +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,5.546772937078095,1.5984770806583886,1.5984770806583886,1.5821433806765661,1.5821433806765661, +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,14.22409142801133,3.712405923624185,3.5924479991389733,3.5924479991389733,3.5924479991389733, +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,8.806975041022296,3.034600751528189,3.034600751528189,3.034600751528189,3.034600751528189, +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,1.0762628561443077,1.0762628561443077,1.0762628561443077,1.0762628561443077,1.0762628561443077, +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.033456804525291706,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903, +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0,0.0, +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.01820748622605914,0.01588486812092205,0.013193474354051986,0.013193474354051986,0.013193474354051986, +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.057365085001269044,0.03462059952845231,0.03340909212152154,0.03340909212152154,0.03340909212152154, +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.0031193878459366614,0.0026555977954472823,0.0023400886512921337,0.0023400886512921337,0.0023400886512921337, +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.18423016586484242,0.06416920184034597,0.06416920184034597,0.06141671862159605,0.05694205741184667, +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,2.199776631509941,0.549684720582589,0.5034373696537937,0.47106499041100647,0.44552887189278784, +Data,1383108.0,1383108.0,1383108.0,1383108.0,,96.0,95.0,93.0,92.0,472.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JMS_up.csv new file mode 100644 index 00000000..ba78c614 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passggf_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_up >= 0.994,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.994 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.20738016067414283,0.1414575739883379,0.12569712393979668,0.12547713141799874,0.12496235471944885, +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,144.15674939533605,25.320271658871498,24.65208824758526,24.65208824758526,24.65208824758526, +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,60.33934281586596,10.876011167928322,10.876011167928322,9.558526196029995,8.873686350525471, +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,5.4218201731383235,1.5851155438037794,1.5851155438037794,1.568781843821957,1.568781843821957, +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,14.752111086984012,3.8550366438828343,3.735078719397623,3.735078719397623,3.735078719397623, +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,8.477091588007317,2.758222229893294,2.758222229893294,2.758222229893294,2.758222229893294, +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0,0.0, +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.033456804525291706,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903, +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0,0.0, +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.01820748622605914,0.01588486812092205,0.013193474354051986,0.013193474354051986,0.013193474354051986, +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.05441481080553487,0.034750863214342516,0.03353935580741174,0.03353935580741174,0.03353935580741174, +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.00372631609200185,0.0029612220289723977,0.0026457128848172496,0.0026457128848172496,0.0026457128848172496, +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.17492020071411216,0.05952535549960463,0.05952535549960463,0.0567728722808547,0.05419904159545625, +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,2.1750902919913755,0.5511566691630969,0.5049093182343016,0.4791296708285865,0.45946483613990163, +Data,1383108.0,1383108.0,1383108.0,1383108.0,,96.0,95.0,93.0,92.0,472.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow.csv new file mode 100644 index 00000000..ad2141c6 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.03493054500944019,0.017464973216832966,0.017437513701838037,0.017384853066000933 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,0.4852390242150444,0.0,0.0,0.0 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.0,0.0,0.0,0.0 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766 +Data,1383108.0,1383108.0,1383108.0,1383108.0,69.0,5.0,5.0,5.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JER_down.csv new file mode 100644 index 00000000..355c55d4 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.701785185949453,1.6976235820778385,0.03493054500944019,0.017464973216832966,0.017437513701838037,0.017384853066000933,, +QCD,1126208.5372077704,1204990.9790546382,1200738.052316178,1197558.877157514,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337,, +TT,126178.01663528237,126178.01663528237,125721.86252072458,125249.58535996148,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777,, +ST,11213.018738828063,11213.018738828063,11168.452048314444,11140.719505951973,0.4852390242150444,0.0,0.0,0.0,, +W+Jets,15930.077126498532,15930.077126498532,15881.107695718065,15842.384142944156,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253,, +Z+Jets,22772.15825578505,22772.15825578505,22689.51909652289,22638.01021402513,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934,, +Diboson,1008.665041486354,1008.665041486354,1005.0573352561039,1001.5335960272366,0.0,0.0,0.0,0.0,, +ggFHbb,223.1087799478259,223.1087799478259,222.71968015957236,221.89439691067292,0.0,0.0,0.0,0.0,, +VBFHbb,71.28205035333777,71.28205035333777,71.08197998191031,70.88904592719425,0.0,0.0,0.0,0.0,, +ZHbb,67.12062616739404,67.12062616739404,66.95505508866002,66.85027969634586,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888,, +WHbb,116.35029311753367,116.35029311753367,116.09016021113949,115.97731768365011,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728,, +ggZHbb,10.311005316400479,10.311005316400479,10.28303977032229,10.258567730652926,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,, +ttHbb,354.83801865944884,354.83801865944884,353.4782835063519,351.99796261301265,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546,, +HWW,172.07437391871363,172.07437391871363,171.39708029390346,170.57519080446693,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766,, +Data,1383108.0,1383108.0,,,69.0,5.0,5.0,5.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JER_up.csv new file mode 100644 index 00000000..21adc2e4 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.7013385194247648,1.6968562725452987,0.03493054500944019,0.017464973216832966,0.017437513701838037,0.017384853066000933,, +QCD,1126208.5372077704,1204990.9790546382,1200382.012896498,1196872.1266944017,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337,, +TT,126178.01663528237,126178.01663528237,125746.98835116654,125293.22760802964,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777,, +ST,11213.018738828063,11213.018738828063,11168.928717403302,11142.405760436903,0.4852390242150444,0.0,0.0,0.0,, +W+Jets,15930.077126498532,15930.077126498532,15875.910881821987,15834.447832733507,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253,, +Z+Jets,22772.15825578505,22772.15825578505,22683.690019930553,22627.89307859461,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934,, +Diboson,1008.665041486354,1008.665041486354,1005.8693429051912,1002.8762851988342,0.0,0.0,0.0,0.0,, +ggFHbb,223.1087799478259,223.1087799478259,222.72256516683834,221.885637181582,0.0,0.0,0.0,0.0,, +VBFHbb,71.28205035333777,71.28205035333777,71.09353616711309,70.92054851701442,0.0,0.0,0.0,0.0,, +ZHbb,67.12062616739404,67.12062616739404,66.91738349689737,66.80075080682559,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888,, +WHbb,116.35029311753367,116.35029311753367,116.02018260223909,115.8886531559248,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728,, +ggZHbb,10.311005316400479,10.311005316400479,10.280393102764487,10.256855442553917,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,, +ttHbb,354.83801865944884,354.83801865944884,353.41729440378543,352.01734089665155,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546,, +HWW,172.07437391871363,172.07437391871363,171.4077847036248,170.61905764119348,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766,, +Data,1383108.0,1383108.0,,,69.0,5.0,5.0,5.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JES_down.csv new file mode 100644 index 00000000..2c11ef20 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.6956488206244413,1.6870219762186835,0.03495302068082702,0.017485303020843633,0.017457843505848704,0.017405182870011596,, +QCD,1126208.5372077704,1204990.9790546382,1195580.4197497359,1188493.8378485164,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337,, +TT,126178.01663528237,126178.01663528237,125277.51309674431,124328.8175008741,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777,, +ST,11213.018738828063,11213.018738828063,11119.661879992498,11058.864901644467,0.4852390242150444,0.0,0.0,0.0,, +W+Jets,15930.077126498532,15930.077126498532,15826.798062580072,15744.192115021908,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253,, +Z+Jets,22772.15825578505,22772.15825578505,22591.343797623595,22477.3522387971,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934,, +Diboson,1008.665041486354,1008.665041486354,1001.555468829989,995.7367767362746,0.0,0.0,0.0,0.0,, +ggFHbb,223.1087799478259,223.1087799478259,222.20721408699214,220.60052287185852,0.0,0.0,0.0,0.0,, +VBFHbb,71.28205035333777,71.28205035333777,70.93247270180143,70.49767611071601,0.0,0.0,0.0,0.0,, +ZHbb,67.12062616739404,67.12062616739404,66.73802979718431,66.52688948307338,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888,, +WHbb,116.35029311753367,116.35029311753367,115.70531888025883,115.43919849488618,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728,, +ggZHbb,10.311005316400479,10.311005316400479,10.25139710473921,10.200185500756241,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,, +ttHbb,354.83801865944884,354.83801865944884,351.98243580111443,349.16857078942746,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546,, +HWW,172.07437391871363,172.07437391871363,170.7911521048616,169.23726416010865,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766,, +Data,1383108.0,1383108.0,,,69.0,5.0,5.0,5.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JES_up.csv new file mode 100644 index 00000000..596101f1 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.7065851517004555,1.706563929098256,0.03494437140597181,0.017478799613364578,0.017451340098369652,0.017398679462532547,, +QCD,1126208.5372077704,1204990.9790546382,1204968.588130011,1204955.485744056,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337,, +TT,126178.01663528237,126178.01663528237,126174.28689269017,126170.12612420504,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777,, +ST,11213.018738828063,11213.018738828063,11212.048811462337,11211.655393615407,0.4852390242150444,0.0,0.0,0.0,, +W+Jets,15930.077126498532,15930.077126498532,15929.567731787893,15929.209710016235,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253,, +Z+Jets,22772.15825578505,22772.15825578505,22771.53543504107,22770.964652224375,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934,, +Diboson,1008.665041486354,1008.665041486354,1008.6552751889706,1008.6552751889706,0.0,0.0,0.0,0.0,, +ggFHbb,223.1087799478259,223.1087799478259,223.1087799478259,223.10648942140045,0.0,0.0,0.0,0.0,, +VBFHbb,71.28205035333777,71.28205035333777,71.28205035333777,71.28205035333777,0.0,0.0,0.0,0.0,, +ZHbb,67.12062616739404,67.12062616739404,67.12052250655093,67.12052250655093,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888,, +WHbb,116.35029311753367,116.35029311753367,116.34265009656505,116.33875840971054,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728,, +ggZHbb,10.311005316400479,10.311005316400479,10.310920939333991,10.310900618783364,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,, +ttHbb,354.83801865944884,354.83801865944884,354.82351614889456,354.81594162326763,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546,, +HWW,172.07437391871363,172.07437391871363,172.07336962048205,172.06752156096098,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766,, +Data,1383108.0,1383108.0,,,69.0,5.0,5.0,5.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JMR_down.csv new file mode 100644 index 00000000..ad2141c6 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.03493054500944019,0.017464973216832966,0.017437513701838037,0.017384853066000933 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,0.4852390242150444,0.0,0.0,0.0 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.0,0.0,0.0,0.0 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766 +Data,1383108.0,1383108.0,1383108.0,1383108.0,69.0,5.0,5.0,5.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JMR_up.csv new file mode 100644 index 00000000..ad2141c6 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.03493054500944019,0.017464973216832966,0.017437513701838037,0.017384853066000933 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,0.4852390242150444,0.0,0.0,0.0 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.0,0.0,0.0,0.0 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766 +Data,1383108.0,1383108.0,1383108.0,1383108.0,69.0,5.0,5.0,5.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JMS_down.csv new file mode 100644 index 00000000..ad2141c6 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.03493054500944019,0.017464973216832966,0.017437513701838037,0.017384853066000933 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,0.4852390242150444,0.0,0.0,0.0 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.0,0.0,0.0,0.0 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766 +Data,1383108.0,1383108.0,1383108.0,1383108.0,69.0,5.0,5.0,5.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JMS_up.csv new file mode 100644 index 00000000..ad2141c6 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/cutflows/2018/passvbf_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.03493054500944019,0.017464973216832966,0.017437513701838037,0.017384853066000933 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,0.4852390242150444,0.0,0.0,0.0 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.0,0.0,0.0,0.0 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766 +Data,1383108.0,1383108.0,1383108.0,1383108.0,69.0,5.0,5.0,5.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/lpsfs_passggf.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/lpsfs_passggf.csv new file mode 100644 index 00000000..65e41a30 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/lpsfs_passggf.csv @@ -0,0 +1,2 @@ +,SF,sj_matching_unc,sj_pt_unc,stat_unc,syst_unc +HHbbVV,1.05 ± 0.24,0.15848520257971732,0.0007642843653683485,0.04559362169667419,0.15514468168906617 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/lpsfs_passvbf.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/lpsfs_passvbf.csv new file mode 100644 index 00000000..b0e4a91b --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/lpsfs_passvbf.csv @@ -0,0 +1,2 @@ +,SF,sj_matching_unc,sj_pt_unc,stat_unc,syst_unc +HHbbVV,0.95 ± 0.28,0.1191523325514725,0.010841863482916728,0.07856434788501383,0.2561410936981489 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/systematics.json b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/systematics.json new file mode 100644 index 00000000..921c0287 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT994/systematics.json @@ -0,0 +1,82 @@ +{ + "2016": { + "passvbf": { + "trig_total": 687.9797695433379, + "trig_total_err": 10.589186914125703 + }, + "passggf": { + "trig_total": 7132.018781419188, + "trig_total_err": 77.53060233233774 + }, + "fail": { + "trig_total": 1735914.58627446, + "trig_total_err": 3121.8140800541255 + } + }, + "passvbf": { + "HHbbVV": { + "lp_sf": 0.9503388492177763, + "lp_sf_unc": 0.29342024639707515, + "lp_sf_uncs": { + "syst_unc": 0.2561410936981489, + "stat_unc": 0.07856434788501383, + "sj_pt_unc": 0.010841863482916728, + "sj_matching_unc": 0.1191523325514725 + } + } + }, + "passggf": { + "HHbbVV": { + "lp_sf": 1.0482503072536726, + "lp_sf_unc": 0.22642171751655427, + "lp_sf_uncs": { + "syst_unc": 0.15514468168906617, + "stat_unc": 0.04559362169667419, + "sj_pt_unc": 0.0007642843653683485, + "sj_matching_unc": 0.15848520257971732 + } + } + }, + "2016APV": { + "passvbf": { + "trig_total": 785.5606285857502, + "trig_total_err": 9.961523400573007 + }, + "passggf": { + "trig_total": 7970.365601317195, + "trig_total_err": 66.79234527180172 + }, + "fail": { + "trig_total": 2039029.4499765574, + "trig_total_err": 3343.171767487172 + } + }, + "2017": { + "passvbf": { + "trig_total": 1519.268085080024, + "trig_total_err": 13.085909922485218 + }, + "passggf": { + "trig_total": 11250.493883812438, + "trig_total_err": 81.25596216434141 + }, + "fail": { + "trig_total": 1639960.9378558195, + "trig_total_err": 1759.476035699539 + } + }, + "2018": { + "passvbf": { + "trig_total": 1491.8863728777292, + "trig_total_err": 13.656857296391836 + }, + "passggf": { + "trig_total": 9451.572612741864, + "trig_total_err": 66.00797799527766 + }, + "fail": { + "trig_total": 1291098.8278291456, + "trig_total_err": 1279.2860978128667 + } + } +} diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/2016APV_templates.pkl b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/2016APV_templates.pkl new file mode 100644 index 0000000000000000000000000000000000000000..46f3f6375985c35ec5e3c139a7e6e6208211e97e GIT binary patch literal 246418 zcmeFa2|QH)_djl@l6{HF9x5s&S#r-1BH4u`vWzYJp30UjNobNiB&j4>DkWu?QjsD_ zsH9DlBt`$J#;6${-t!%w@Av)t{Pl=CuXA4adCqy>=XuSYJ2O`h&9Ob~loUVz?Z=2m z)4N%Ediq$|Vxs5SJ9v7n`uPhJO{4yEa}={Y7^C@X8jXvkGa92EP3vT7g?7R|V7BnF z^l-3ru|`|$c5(G}!9+$gIHSERZ7jVkf6lY`4a95Z>gwtBYv5|gno&HQCvzVRyqmFjD^gfX4LKn8x_G+0O3wnAXedmw{T{*ce-~ z%FoQBS$>DK@ba^=vatDCSTq~XKBV&7`O!gnDuwhW83HFyvd%QFyNtahQE7$!uS_F&d7r+ zgs?Gw#^J;kFr^(EZYn#^G%ffOiw75c%KdOT5Vpfa4pZ8(IZS1r$YDw!E{7?7xEu(Z zU?PVp?bsZqvQOkNr4N_GR6b5z4u7`7&-kp^<3MD?#wN6JPSIq)^2fy_oIfG`iH7(& z_owv#8e`-9Ic6njtzY@!@c*1Q(K5f==;y2jSmepkLR_ssTMFyNo&wm@N7ETtI=eZc zG4>466d3PcPryH)gef#Re*3wttkf*Mu+O+ZpEDe+ozU87FD>kO!_OTSi#VI_wX)i8 zVdiYz#Ic}49qbw$G{u|GchpoW2PB%{y7F_kAXS8%^sI?NOKI##K2s?&BV~0e>NGI zUT+11;_EEk>&q4H<{!pi-3n(f(7}=u%yv%42ZUqc}-a&yf0&E6uXC<;N() zc169XLh`h$1lBBjQNAxYaJ2L~9npMJYiO%f&4f+0<+Ar)7d7XS&u7bxW5DQFSzh3! znEu+GlI;BY{H;Gx9sF1xU*E*6m`qDH-mcI5;IO&A-2AO`$va9KvhikHkF$-pG39I0 z1Dj9f)9GR&-h@Acjj>I^xUAe?T0L8ih5?~CCFJbkRFCvSSNms2Dzfv#POP~^>4QEJ_>%K)phQeRwonjCiF(Qy(HJ2VpPNe>N^KhGf-?qI7#_A zy|S0H;e|B49je(B2>1WDjcqTV4$S%N4k_lIb+N(siR!5|_beXeVg`u~x8o%8nGwYn z4q1ORD{S5p?)6ri3pup@d1Ssw8mzC1u*r$qLUO&wR(i%$rLsVb@xd)NjBE(G{4G)GCs7G@7n{B)VCVPwhvdnni>1loZSvoTC zW6`mLLL0SM@Z)hh)`;US?4a%Der@dPBE;>p*YoHzERc#;rs_&(MW`f(wjUlp3!aj3 zi7_>{`2GHAUp?BabLwmZRv+eL^WJ-t&wp{r0=AGZED!|tLdBcdkT+bL<8P$o!07h3 zZ{$B(kepwCfZAfFMrL?St-CyA84H4G{n7HEBollMHv4%c8<33mf;Z7|LnsS4^>06Q zw1buG{+exl%r>6z{lq5@Z&>j>EvZ_^e7^7ueyrvr%jwQD=_k|;??60TtPDR?->9-; zN?1#@9um&~w~sZq=3H5(?*n3d`59ftjYRcuxsEV5zvY80y)*RjJnN7i-8@^xDt_qh zFfd%ca~;uqQtS095%}zQhYyZ3y4x{!8Irt!8?WKKXc;Od3ayzTkz; zDbLF*Dn!Vxm*(RheM=2~D6-eRbm9W}`OUT-XB%%#^23#E5#0FxBGd=l^Np1{221gN zn)$S-XBI+GEd4M`#84iIT&2;AH1NSmmwoX!+oj0nf8ah_(CrL<@MoYIQF~54|4e&q z8l}z%fc(IVdAC!@?}u}DRp0453joE@z=TT_3S`$iq|U7GFUSwuf4p#h>PLRPv#pQW z#uF>FQg^r_h}RRL-r@tir23+<{7&<)Q2b%}XQuVgBFwm(FH??e{-+7^zh;)rc{uv9 z4Gr2YXXG6>mJ-#&zH-?@NR|e!3fg$jT3Mv6*1MK#cpb0>9MIp z@voN#mXMFvVVN1(j*)@of_tAaaw-zlLn^Uf29~tE;MoAZUG57QJ#@*&tGXA?`-RFw((4_u1vnGD?M#LT{tQz_W8)9|EW`-fSsu?g4~s{!jiWVP@7|520Uo)w8dVCmXL}xOGc=`8sG8E;UUR-as~<)A7MP zpUWE{eO*{=Y0@UL@!Z`XZ3>}T4|hQK& zZ%8!bzh7^jwnw=6KWO0fM7SP3Jm~G}eHZ>Aelv{1e9icZ>&c z{0x9?dfA=t0XqRjW0@Dbzy@g%J0CBQZ4P0S{ock*el!Hua1uT_Bq5{IaPcx)j{DgJQrcf2UUR@%-Npt@chf2bZclqf1wjk2l+T zoNc`9#ex02jb_vKTWEIJfu~n@;{EUKI`bR9Tf(=v-nf*w95$YjaR-uc&nULVkYN)8f+Bx!4*Bjw_yH$BZ+=p`} zpj1`Jx?tT??+B$@P60Q_!Qm-UOmJ-GVi_=U2ct zb~L=k5KfpJqKK9!KR*f2jHP8aOyGr-=HcK67+tQ z6TH7ve{AT!{!S3Cv^~zU8~G zpHOhybm_MBC7Q_9F`w!mF(}x;qaf?#qeXW86>*zbelRJ)m(WG8-k;PY8}H-h_oF$~ z${>0(E#WLL`PWlAD9?-Q9A5{o1O;q%tyAG8`k8G#&Nd$U zR;}TM3e>dyMAb_7;p_29zjC^%&idUdu%N23;#ji*vh3;ssrT_pu)21oGShqV^>HWo zNLRvUC0KBy|CN3Y`TXyA|6=L*UKA`o@jys~cMIA2Xy@`YfAnQDNJUn@Q@&iu;^7)%>eatpq*s9Kbr&5%r)!Ulw?>}9>KD}RoNzd)Dk2E0CuP)~Z z$db+fzimAy%xC2i+5L>h((wM>4KBGwvPkF2QKt)QrJ-J?SG6yb{Q9}`o_|+Eq#+2gqlmzv1W?^)FKdk;@Y!?NYK z-plxtpWkfjaklZAJ7xMtgeTuWCDhl7ih{=vy*GG23{T(@NcrR8H!NP;Xmz4AO}|nBL!R zU90f=$5MEDGVuP>CLx60$fDP4?IP5vF9-X^HI-5K@*Wk(wWWbXC;FDsBh6`_M+oEo zUyU1hG?;fRw1$z3TOF$|JR*9&is4o~LmRae=J~Q-P~0knJmjTqdg~+rl@86jnWYzNbk|2nl@I8p2SL294L_P{bJ}XY`zrlB!ZxGtCF7; z90cv-@zkp`L`cSKYNI@RNRSWG8GRLBe-%OuK5F$I;7Es_q9&hEwXG!M5$cg#{mnL> zc(~SmueVF^bzRxFK=Ya5QT(`TuO|1?qm!SHv~RvxZ=d|ZmNor#pXvHZZNn<*1#W!c=-43>Vj+wy^?KOL`#lXl z3rfBzTtqtm3X%Fehf9}&$-DsJqC6qQb0_;V#WN|;5akrW{d)TMm8Z+^NSug}eXju2 zZL{Utm$Mov$`dgwdvX%u#@e~hoSM9jHQoM%_U+j#HhQ!#h4^)M?**L_LUK#K8a+-; z1J9d&SGU-a-e0q=kJ-jkqkodKt(y<8uLOB9sUo^8{J2F^Y1il7lYT zBIB!V!=gEe*2A8qRr;sjWP`Nb$0Bx<9e7+qoPYOt^7?x&>p70JQ~ijLMAnuOE>7gu zqNh1uoCc8q3}<58b55iz`DnSdSSqY7e>{)BX7Y0o|Fph~ZATp5OAaD;w_EcSzGg@I zmv0(v2*?JugQ>E8sOhhxO^2WF5vUxo<2fRce=j~(kqgP*p>m&Qdp79k%4zTIn*O@m zba)gS*f=+c??aqY@`S3TsF7zrZzbvZ5<#@j2&z*+Be6p^JArh)5bBX!{mnMsBBOw7@=g8tKDpAZcl4cHCZ4xv(XH`Dl>>M` z#_fW{qm)6UiZX8bs_jdVYvoOJ3?~MVwbUvn7E`ey(PQOptA+F6{VQ;~dfgt6Gwtys zaA?o_Mwu2dh-_TAZWF~?PNa=>)42mir@-;tM(6il)4vZ)0D~WfY%=Dec{YqZT$EaB zSj>)`ppDhg8qbC$6pGA;4v~I5)i}_tk`Fk5LA_gM?GS=gL^vH>R+0<;u7l;J?A9dL zYq65C%X0M~a^i7-le`B9BDWN?sIEC165rXlH}H_2-)!q+w(-iUhm6~ve#Gkuk=0~q z(w_W&lkm2pwsoHd@qYY)#63768f-k)JA|}SQSk+7e^Vs%|F@0vnOAPVy8IKukfvc5 z@o88wu3s-H&-^pOyth`hB%` z_$y)>ZfP%llNx#CW>jr@>k~q|_F?o=zY((eziYi?aop<9NPoJQp5sFD^()cHzE3uJ z1PRPpIjZo6{QC*Kyih$)PLCQ|%!6+o(C5bU@;_Zy{_Xmh?flp-*R{-^fCsQ5QO zyG#vFy3p>9S`0|Aa^3Ykd{kiW+Y`U+4GprcLW)u%pa4=#K75gb)v-UYB8X|Lt$cO#j<5xsXF_T03P(83GUI*bU{rW6zHj*GAe(eC^4 z!INaXl-E`2Uy6GW|NBpno9F5kx7%;Cp}!mpr_5@CH~L7Cj7Rm=;EyOnTpZh$<&tA0b!Y zb(ox^h7OKTwPErM$m+o)AX067Ir-3{d~B;##~qGYpq%?1bZUggT4UXB!v33a}ZzX|jx)6guRSd#HnD>o`C zY^4UjeD#_I2K0yw8^!L*(gH|-D-t-k_rFhXTXa9g4{^}od2(EOHk3!U5I@$I^XuM~ zJgGOr<19M%{^H#;L&)9N7hc9(Apd-m5dYsce)QrE<;lU1h~T*GyaDH7#a+&=H{uqJ zBK_w+7ysByOZ5CkYW~A<Xbq;lE2IllOH7|44IR^d{ z49xZ0e}dIH%;^}I)7x~+%-QD{m}6j$f&W$pFkTod?0@fYj8!zfo293xot-Vlo@RM4 zMw4PcM%g`vHyVuQ84BZ?m1< z?=h{H*DnLLy0I}PnnuOa%MugK@;ju3m!FlDg^jB(7LW~Ra&vG(d%NL`OooOQe;W)4 z3~ax1{CgJL?|lC@a{LuQLj@Ot1s`J4gb#u@ar_l#()?E-ym>J$l!k%6uBC^UtBZlX zt1sFE7m*tqaT*Uc@YJ5gxcJj}acNBB#bu*5Z8p<*u-Q!QnaE}uFD{#Dytr((N~u~~ zI_Y|#Z5=!uTZLf9BT<8WdNn9`07HayFp|dLFiSv1hP%_5St5`}4_{LX*SZZ8J*a_le17l*8`_niTfl_I{caVHkV=2#h}V z*_u*IoCP}yIjD>Z{%<{tnX7A#fjI`|7?@*#;-Ru>NrE6;DF43T{;(LrqC;n9D7qXa zG~c3Z!LR}9|22ksw&gos`QZd;*xJ#W{uuW;;w88`mY^O#Skkj)wIFa_eJ`u@S`-mE zq`a!|fFK+jN#V^`UODaOj{hkS@?$zjT6YS9><84^bRxG3=1VYMQE?K?H z$;LbB)*J7rB@P?WBZ5gfDrDo0mK|JtFB!|H{jr=hN^!FB2=(|+d7pM3fxf4m_YWPE znd(nOvw88~HzM5aM+CYj^~vPl&l3;6Y$&cI4CUT-j}E_)Kvpa&IeS=65aK*cs)nD4 zkj>ZX8uT&s`-1T0;XS8_1oHXk;49fx$Rr3{D+5_|KZuf@-;>0?%~u2XVK}d`=ejKU z{m`+H-;*UCn;+%*Z_cmC$NRVI%~v6wDPW%1w0ffy5@>GJ6Pngv3OUP5ghik>dtqSb z*fOHy>F$5q?CgPRXwj|9ReBgQEzX3_dD0W5bXBjw@j7bf82g#$PwY2a+q()8QAYA1 z;HbhB)47%smoE$IH$DrB4s!JOoEL^2{jj|JhX|t4x96-hod|GpNUp005JRrIU)a=f zr3#|7+@95ygwI%Sp|#0=*3?VzX?L@;(5FDyDibNE_emJ|ZZ2HTov{o_VB67cv9B6< zRV7)38)xQYL!{5D>&RtL=-4=PwkHS-R(a=hd=dn;f)`6P)rAn_BP;j{c&ea8w6}(Z zDR{>GZoJ^n5n#LusB3XKrR&1r-HPyoCAor-A8%p8;wOf@U|)a!y-ov^cH9Yk*?D|M zyyha^$`<2PxNYNQdx}>B)@(O#NM0=hr|6Sx-|~neeg<#8lw$Rwa!+}Y!T&%ngnA@b zf3uBeoQ%5Y9w3b8iQ}V*oRQ>J{CEM-`jxay`cJWPGCX7wh38$Y1Iz4IAU5(0F&AD4 z1I>9SQ_Axq2pzrqx~Qe~@Gdcet@}nK9%s6K2oj*#*?##7n2L0@zv4asq8imaJcc5G zu_&NFXD*6t?NMkOimC>lt@{o+Kb=``P7=t*FS@00CA@mM4t*#@Q!n22a-k@!ewhF_ zVpbqVR-Nb1dDMXUGRBcQkB7CC-*tL1CS|Lh;T-V99+abe}^6z8AW;XSZYftMU1R z2f@{_@ya)}^n;n}C0w6oTOYHHcQ!|&h@o@xK9ICG=AY~oXu$JkhuZw4*kjU9sGA=y zFU}p};Db{0akI;Be}fesmk?)SysK_~yLn#?V3;V=eRjvp zIDcZl+1ieS$lb=iNRW0zOV-uA#nr=s`i;+lO3>M8tYEzq>emas*k-aCk;!YkU8^Dh z$G;YD)_AxUL5{4}yw-jJhN@e}GD}=%%>Q5?yG}w{9fag9s)49DkRJTkC38onx&#Cq}Id4EAC7ja5B2S1Mb>UTq+Zt{MjjDt}-jXedxFx4TWbl*Be z%S^J3=Fwtsy7)})gS;g2CS9+@dubLx_k6Cv5JNo9bo}4Be8h((s|uRk#Pel~BB8oV zb=6f#KCrQQka;+N4RS15#^bPTE^t0;ULw1VbiHj$-}O;KY$@D*wL-VcOA6uGRQg!8 zHXAG|w`OhrI`jP!n@XIJ(Q`Erw9qbo@w`~Lx4w%rx{?pP!l|rUtE72pLUEngagAeqJ!D0md6VP=NLp({uH!=N{mKo7+_apO5r?(L-m1CB z;l^rAp~-%w8S}3l>aK9KuZG8}4d)AAN5l86mzV8wl>un-PVKitA*Ay6)xGw0d3O~& zDk|{fS2+lIDr*In{8$f+8$*;b;{jP{^rdQbcM^P#l-#nQUuDMpn2zbq_lc+h|Dy&j zKH)K7bTdk7H+mg3X(@G`C{aTq<-S>mc4tHG{>w@0Q8V9TkC3E(g=x6p)j_^WM9$@VOV`T)w?ugI%|TG2){cTkyEk^+Q(BO0A0QDoCqQtj!XLgwg8U9>;VU z;J=if;*m3-Y=1L10$d%u9i+&dhDZAg|d66XrI4G*brC-dvJ`KJ~ z@A$z}4QqCPDB*c|@L#XD9Wnc>vTjf6$y$!?)&u7ZyiVqYn!3riPWlOTbJ$CbKKO(_ zu(EIXcJ-Ap(fa;^qSb$WV=dfKJg9uTFAR@Mh%+&M!+j=eP@xI@v~A)SwEgd&zqbyS zrrr%c3mu`7-zwcF?!z>BeP-=>r#nnm`e3-GdHDD)VHcA_Z4_2CxczbO2iF=Bn=cKC>G zE%tu9dbOpBr1K|vSG!!|oIaEnV6J!7m>@&+n)^#{R0CbP)pNJunXk`8ZHd-TxZMm5 zU+$`yuZ#!&wUo&b+qFStyyCU&W>e(8%vt&e{tfWio!`HSK7Ph}Wwq((EC!yz^So;1 zPv@^ge)p(n`9*ywS$rbp)&dhGBB_7b*N$39U(@ignSSQ$TgJN0%bqAVfmd7Ml92uw zAk-td`kQUMViEtZhVuG&o`QWWo2{|us}uUaXWbC@$avDPuc)#9%Ns+uvT|@9HJBq_ z^E$8DcI!cdjPj}ML)(z2xyPEz7gxiJlQrXP?}G3+6L^GM+F%>$ZA}kA#G&uB7hpi_ z6h+|5Qhm5D$Xl>n6wAL*@*`21ItW;r;^ui`X8sBLRm(KwC}n~^=;xq$(pgN9H~uNy z9S-$C`!qY%yztsr|G|4P==Xm#+{dzFyXMDMkk1V%4DaU!Q4q-4bH8g)Ewzx%7^1NPJF_t0DG!t#nE%`jDfM<%DLr2Y zZ=QL4h+y82$C=QZn^pe`<)P~kty8*^k$E57?YZ))Q3v~ePQsQSJhu+QW1a?u!DY6f zp{kPSgK5{dc$ewd}d=V%p($gCAV_Jz1#v#eJ<(ns0Cxg1&A z6HM+%_R_BsR>x}Ll97>S3(r2H{OBSaNBJI9g8Rvb8@Kv|Lx*2esO0t^B{ch%v2(aKrGfRf#@Cc##3i`wvQ%0)5lb_Q1EE5R!IE z^=Q})c>ByG7l{gjX08IitpjKn%nJ2nRCPn5Kd{JtbF6{;g)#$=c!}$kzN^?rAzTHn zfXelL9uB#S4D4H*sv!SM1A27e->Mp>1V$Uxu0BzAB(cMY}%+l>7UTe z#P)jfP2tyaLD2fWmvNvroM?UT{QM}+Kd=KdYPtlytrPLM6Z`*PZx{CTf9PIi04Lns zzjpt)goq7jTLzni!8iS5TLfdDeEmA zCSS+@Q{FE6nciuA69|L6Uxmvqh9kF*$Gp{0>j1IvG~@DO((&HfG6x-fxewyfE>-vR zL?h?Q8_?zp(K+^R> zs7G@3H`{pYMtK6xs0ZSC;@#2`aaQpOe*C)Of~hRU zHR!()t3T6BI%xxraD+qZ0Se*mfY)5@58d7;;Bo$`K8h|2>3rCR#Y1WrD{w_1HqW|` z)OU42)JIhly62?xe?N~#Xxt+R(u1C_8qbYDx(9<0lZFoXXgRVx+LiQva8g&{Jev~? zSEMTMCm)YNB0pFi)$4AD`0sSIx|`ETuGghVQ|p0b5I7CzEWVW+j@aGBtd();fa@CX z)Ff0%uXncfG23|dV_(^WN+$KRNBQ2T_K#2Tyu~>-y-V_(^b_iayHe{=)}dHPFQXsS zqDmrK-)rqM`laOS;hf^@`FU!gcw9o9iE(JWz=@5_H6X4DX^XFi%s78yzlm+(Gw~mW z8oJr?|Y zd%n%>*)j9$k1l$4Q?Z(I*eew4(|O1XR_B~)8+VKa!z_s{Cr>6KyEj&y+ALBJ+-t7X zISb6ppE%!Y^M0xt?E6P%84pi|KwnG>mpnFK=3uTUQ}HCEfontE?x1?O=Xy;m{@BcT z@lITCYnN8TUIC621^Hm;YmhQ#XgmZAUeN&$E}uXS=VmWF>2eD`q5BW__Z^<`caQxi$JvUNfVZoV`TUaEM5K{GW`exGn9@!dr)X)+kL~#HJ^++ln zq5ftYueIDWn4e|xKK3o^&!JS{N>~(RpTlbkVVOMJ=uY`2%Igy;?#**3866un2oR zIr8%D&nF?VmTX2}?$p7>)$2Sid_FLvKKl6w_GBg3fDpBoBu)PT*o5B4YA_ZD3I4;u zOdB$h#;nV({@C-+mfGq;^y!)3pX-E`*8+IUfx&jAcU`F$IGHG)O7f2d-{2BItD*S(+GEUnL;m%8qt$<`TJ&vFPi1J0MyV5%*Jo-n^ZTw;P5KG-vX4V7 zsV6BG)a!O-WjPYB?FUDNjJWud z*JsAEg$G-A$HLA0C;IC@BqG#QURvSxu|Q)Ul3%eT75Q{@F_JIP13`h~dm=cqX3W3R z;Npr^s<+|F!I#&TAjg54>%D0Eo>+K~*ov|&Ov3(sMe6>?+Z!^1V!^)8`1}QhUBUx-S+o!cDtPdXtc@Ozolq`7Z3=_pNyHDr@HRDIcZ5KEv2b zkbWt21PWBtEka9`gU_88XT>ss_JOkm+ zv(gJRjfKl5tVNGx6On?&KJ;zMJuu%{oQLP)%=);KU=p`tX(eC=HbsYrgo003pNrJh zSeUmXkYVt467qn5#iIx7dO%Y<&uf?N%=~v|vgyfTYGI$gz!j#>BhVauc78wh`J%Lb zWc`t@BxJi(0!`n==MY9O8z5_Z5??1_-%X6&&!+F??7an1$Mjv!4`ZM|Kewx?Ck~Pk zhJ@NnnMhf9qgq*34_FU(7-%tP&xm(##Td6;UmcjTA1YIO8V6QfEh%@f=cD!p?Lxtu zl902m#viR0^gx^DisS`!GuLa1tTuLc!(MM{tZ_Hr^Y7PN#e35P{bg}@p6>asXZe)Z zgCFw@&@V}Ap48jKahTZdJwGo~UpNFl`YjJ$Q4>wHepU;sU#WT80JRG-PF^k%c-)Eo z|I^!@-+P>oUI~EFT`|S(59x^FgH_~e^>`l$7|A?EQQVGnFWt#^5giQ8Ja&Ez&BTAF zGIEI0LFq*>jQ8C3j}VPU7%|bJsfHmyKL)6cw6RFkL!*GpvGriZa6aBzd*<^W!unbJ z2RKVw_vG;)XcoV#*(1H92XcF>_^=J&e@@kDAuHqi73!`IK9!TH0{NQmlP zx_x4|0WQC2y2Li~>kC4>10$TD=4bB%l*fuMy;oz9O>OKh13#+ZTgT4qBVl`q_$Az* zaBP%5Do?vE1OhiT6eWC(Mm#nQW(##Uz$H)Wg6kfn>xEE{@tA|gqFgd2-`5sS z^%slinLMAO+VCn`@%g0RjGIfdE-4hgZ|+}muQ?u39TV6$S`-ZTUs>+HelrRgHcvY# ztA7W|=ydWP70>+sB_aQ3(}Vk0Dusag>$68rN*qR#e<+98t-lSCl9w)UFCbkXOVYnL zAJqy0n=T3}&h*1bHf^bK<$(ssq%cUaVkiB0<_(;b4>}kMcY{}+So9i$a7VmJ+A7!p zBRd1USl*DHpZ06>m5FR2uo2_sw&4i&`r`J4@DptfaQEz^4e55I=QrE>m~FhIhmX^W zk|wW%_@Cx2!+15~`*cWHqQuU6(od+5JFiVsPs%s|L-9VPzS|x|>wCrt$(Lr|oVyna>vq@kt%8UnqCnOl2orqsr;nQ{6z64 zj=lbVokHM_!!YUfCZE;Ypv~$4Mm0C!^idCl)tcpHb;VO)*0Ew#rz0KjNkHwJld29N z-tTGH{MiFxuxN!?tiSy+*oa>~ zOSNz2^B+R~J32UdK+^&CjObifd*y+!Y2WJ`r|yKW)*@|^E~M8>s7G@3H`{n-Y(3X3 zOYHIeMfqxeI;~O%etd5KW-+C%Nx#<<6PNiePT*wWUc6P>4-qqbaxUVnJ+SE*tm<6q zft)Bo;rqUUzIfGX=7w$!b zsa6Q@lIQ}8YcI?Y?wMa76V^Rk!&?_3-~eXVEsPrSJrI5Lh``dpr?5fq;El@dq}My! z`j~AzT2o~6j~kQUb9ofAD!{b$8U8rD-{!(fcX-lI$QQH0eBl)A=e1A=FG=!#Go4ru z@zX9Ik6F~Ea1S&Lm*gK$A^rRU5A+{;@H*e=^gIVMs1%jj9o>Ev>ANq=1awaDM*h5- z;Hx&Gdf-KqWm}dWthtHse9<*UMA^*vmksE{`RlUB&y|@Y6e~h_c(yk}kH_0%^Ujfe ze&J=~dW!n89u$5KYh4>=iu4Y*1#k=BgPg!iV;h`E=g+KZNr3!Eedx;4J+oHd97zao z@NL}F1l^|2ETO#9zb>1OZb^X~#pg=3fFa@WiLz7M5tY>st|feIh72)|#LFq9ukZeY zfzI3?^dM~kYg*0H9Y}PGcxokzD=FHlA@|&nDMYJ$!!^ehiB{ zeq!=`O3Rh|QstRRe`b*V4^dM?Fs40rVM&-JQo&Z;d@x@Z1ca?Qx4qtuJbRALY+QRE z4pob2s2rR5dNkp2?R_VS31id;Pvb;73GW?9-=ck^mkqJ~xQNeQO^+{{Q#?Y_W+My8! zYxOvm{}0v^v7vq)mu5X^eQf&d^#fA`U6aEVDsT^u(^`Lv*-v`Cv#pQW#@n%~YzeK{ z}pvicA@Qmd#lI!IQc^WDy zst60&uN^%Xtb)ABO*yTV+yb`u+9k}gNawGf0Uew1R1* zRqjAO>F0aLj&MAn=0rh;mXGVBYoQ%`yCYFq<2I9 z(1;2mEBruvUv3MqYb#$GEhN2OLOqhJzuCq+aDyef_p}0D7qkmdTj%>VPmX0jY`;UR zh#$WXZccpeh=RPq;jU9sMYP(ejjt89z$$@LUR!REj`wUyDEeHUBIr0>`%$q+6%qgL8Qq=H z3=)`+?;Pt%|31qlKebHkWgRf{$Lun+-HN=rR-o3l;vp=szRY1Ef7pY(cXTOYHHx6@rNcZCUp*V78RU8TM(t@!cIEoTNw zFHY)>a2*~J%&A^+QUb1DNjEjvtUz?WtKT;KMJBEu`b2nAGwX@pKkqhr%Aht_0{hdH zMPs-F@No&_{BMo7WR5!A$uWiR2}_dQ*G{}2JGs8EOg&Ub7cL1(;n4PDPytbN5^Utp zT>)Dx#i)xC6p#WLnov#sD){ca&PbD$_{-%nI;N!f+cK2Hfa zkuPI#qE{Yiw_6*bVOb9qd$oRCIYc^t`m!h5;+0mxo7eRPi%%*bRF7`#IKJi<6edJI zG|wSEpL&*q8abt30$<-AJ)Z7J{CVY_-up(LZV`Yuv@*-ywX2a-+iLn{tXILUC1o@K zMf`bW_BbgMBePOCA0@RzkB9jE2*oHf(ddg3@F@D_lf!ljh$wBY(@;@8&?&L^=Ft() z$Ea=EuP{;q-u-PmPp=@>3!xs#)!%I6)vOcHZ|q$;dE86qC7+E~(7Hl=JcmDA+Ip^80#^IDe)x7q0r|wML#0rG{eH#~W!0D|_@Aj?_gvH! zeI~jRw&_GMJSb2=p5Ax-fhgC5LT5)u%MoJz_OIHyKdQO}di^nXx2F;JL+fUK)YbQE z;dEZt;`Qq_k)YFtxA`tKgN$tyqx3W4>x-gMyzK2G=b)KkoqV9@H!5@j|(G-^RskKI3?Iu0@n(Pgo4J2^P6pb%r@S~*zjIs zBT2lT`UX2Fxx?<^$8SOw4%16a`X_jr*qX&ik4OaxfZyT}!%gFBh}QQPyH37sr@RXM z!7Gk@sU+_I37mh+c7)bTWv8Y!+#BTx+@;b=R8QymvO8tX{P5Ur#IR$*8e};1(vl5! z!cd)qs`aK?hkRh7f8^_Z6<*v}`d(&~xSwXKb9-{XqoSVxSW(w5d-Z+|!c}qHnWMiH zmNONcrc5TCzf0RwHo5fkgREb0Rr=R8NM?&{;Dx7UkX_2AEz?Q7KF*ZilbA=J*}pG= zhHG&}hN%k3qNT;u2dyjM;x$ckGjyXcECDH0Nyt29C*wuh1B{m}49x%!)JypMOTKMPySkMA#^*Sov(nXll-t}g~#o8$!W<10dkD94S2!CUlT zJQw{2#DVI}fLI_Wq*Bxt6iCY=S7h(peRKzV|2OtFo(wP2`PvoYA0`?p04eu7dM+_Z zA;lCI95Oktf?oU;6TWw(;~m}k&dL^h|40|Ft(q?JQb^MmzZcKPu=l$=_E0;{%mZK7 zOgfwJ)5una8y@8YR2`H0E2<5Mlfg-mp3MbN=Cz!?V%r@Skgzh5?HVEQ*`Vf4hi1zbU{8&TQcTs%pq~0cY zpVrSss+_#X8U^@WJ~JI;@h#q{tsIWcIp$b6FP&yzS& zpA=OJ^ZCk?`>aBNTs{f;J9M<^VOZKcIA+kZaf=fZ$@#t4NPM7n;4&C2$uqmJ77VPl z{N<+)y+&4@WDAosxvxkn&joRI_n$hIfQ?fu<+*}=aPzxFcy%=ce1593;ZZB;`XQ`$ zw)vZFyux=EFWuTt{5h@(9y6THLL~Di{dX%wWlu6Mgat`2%Zx6tBT?gPR03`0LBlH_?FKB2RTt%dm*{fR5{r}b;Fe@>wqXM?TW14aivauM+#(C4(vV@o+S ze6u>eDUbMkmeS-f-||xzfnlYSQiiwZv~ec#`A=_`bA1%!QrHEbJRJ_u`A&SlX)@|Z zHILQ{+-wlBAyuBLmjl_-wW!wQ7zv=h&#$XpOMJiXxReoiDf$a``LXE3ncenFDMs3c^$w7b7iQU-$Js zC}1~54~>-Ao1H>B}4CW!06@eTt0$}k>oMw1yOC~@O8c!f7vzS z>j#3L3qt8u7Q?Mgwd2%I#K*h8BHQCKH9J^u$XhN;!A-W_Ol_)yx)NBSrEX-M?oD=N zdztz&n!a+-JxEKH{FpdD8Gk8(v)Ki}+DiZGqYkltmg(M)r@O)q%f9McrETFwVm{q3 zscECDHmmG4H=++xbM)F>3o)B=dz}a}Ng%B7TkU zL(9Sugib@wvWA0-?E1GEA1!ve@&#!r6cpQZjC?+O1sztrzczwUFWF(Wj*pt`{5oIs zRJxacL99Bm2iByMpWkfj=iiR^m|CGXGI8R*q{LluapjJLjk%Nldya?i$NG&SLHEyH z-72yGkxDv7=S2SnS(+?Lbv~Yg?Bm(@I`Cx0@)3kDf$n1)LcV^vH3FS#Uk)QXmHSJr ztjN#L?#1>ba|`XQuz_jbn1KSs%Ze*Nb;{ol-_ncujH zlIas7eMNDT&c$IxR>vsz8#_KBKVIB_@oD!Lvg@C1J`dJ>vUd<0L5>$+IjyZg{`uKQ z)OK%P-a(}0PWZj7%^%6GSE^exi>h-7IrZcrAM=K9WaG^?f3uC3cvxH)%|iUW=m|Aj z9b?YO7a78zZzVW)Ee-lHf*6#YUn3hqjmX9I?)$LvGg7LsRI8Et`@fE_`OMWf*U5iG zWH}R-*H;aZou4Z!=fwhwLF53MLPyTu}+xnPoyxTfW zl9J-1cs)(%Y+@TIa_eZ5)8}dZ6Z7V_a}3NeFvq|g1OHtNV7xF^*#F+)7^`ERER?^B zi>9%)ba2Ah(<~3hXj1IQh}+X^+cRj}&x^F5uWi4;o(XFg*QC&-!v0Wba$|pXMANCO zTUi+yVWO$^HmP8usSFLVzYMUy=!{oxL3?>(ADH4E(5pCDxq7;~U`=**YS`Vd4~&$5 zKcF%FHKsBCZML)fJ*M^Y`emS2H#WvZ)2LW_Sz@BueuuPhb8td?yII({`eGrO3=Ihk z1_TDS-wFLai|u!Ee;Yae3ZS8a3&Da9F=@gF!J9b#3NvZ`D-hni7#B*zKwsC=!^_ph zz~0pt?SYHPjg2^s2OD^5&thEsX}q{Jrt#vkQJXfKX*}3$ruIx^GmRIQ%`{$IHe01s ztu38&Jf;| zSrA*faYttg4=y^fhaDH$+569^%-E;|7Hq`7E$p~x1Xf(6zpbpeD4tlZ(YVSMVq^R{ zX2#8Nv$4g^V41M|?nQ4mOf(~QCtPd(8e+5hW61JXdszIO!Gg=@k6C}WIJR4U&YNuU z2?HJ)XZX9tCyal=a5+rr!{tDz`H38+v}1Fa%07|9ls;SzQ~5Y?IsB>opYd6-$AQR(jZJ9d zoT8_G<&TR=IDbOv6Z-!-_oveT8e`-9Ic6p3q+j{r@c*1Q(ILOP=I5*hSmepkLR_ss zI|%Fj^&D&OV$Wdj>iz3U_2&~Sg(io++h&x;?-P#AD2LwO#)WhnlF9zFmhqub@%PaZwia`kPSO zG}C+L%Y~w<7t?)JH`GGKDJqye!3N4p9fRu6+)qp!kw8zT@SBT;vY zq!?88Ug_p83Jp}Y?XeqolF_J~71G}5!%CrzHh`=Ny6ds|l=Lr~{SxsPVdivVVs7|%26DG1Gg zBqs6QVU)(nATGP6ZKz{%l_z`ZZBbuES$VDm8K6wKcZj9OgrPb<99?M=OV^D8xEQ9$oG*HZMDq@emN297! zVuQz+lu-t|3(UAuLQ%K)cASwrtBFc_XeI8x#}74>b-!f&0zeV!k6gXYHr_h_3&LC- zli#eq`|=KIjbRLGVvP_xH7xHWGx^P(k59fVZ_*Bf%J&kXPa`6bQ*v&q9VIcS%&a`k zLwD6tUrHCB_3uHWjv%Q$`ZttN$42<|EMA79)*AL-uxZsq$y0ARFdpoO;@wkF7jp(d zJ&Q`&;gJvqfp-P6T6`jrpuy0qru;`x)aCKpRUd1hf-17#xlq}ngqi9@;x{Ox*4%cU zr;!zk3cAVu)V)>{)opnDK2?Yxs^YVup7b(6QOr*sbvFou^G^rgXmdp(5qtF+_dkh2 z?d~aN;cL`DF)^Q&*ULhq4`rQn{r!uzTgs+s<-nYX(yYM<@!`vvb&DD6#;ULj^-kim9YYv;EJgs-WR zrtNYJ>O_Xac(b$yD)4&%&#UujROL;XGIXI5D$T1^CE7U@McW$gY_6nXt*H?60LiT=TYb5#T$Dd*gKR}5TQ>?Ncf2Uwmq8Ns-tqh{>WUvw zpk=@7#p*9GWUUy&^)(h&?yg*P_Dw5XlU&C8|1tNLQB`f<<2NXXbVx`^NhqO!pw!-z zPJu&rhje#Hw;cA_}M|hze37f+z?of)WaX63^lK`^)#aZ|{9^*NeUO*mImY z_S)yO=9;VKGBR;N#fheGHCc|Lc-KnDJIkfen;$}0aSCTp>AG;^hJ0NVH}>WDx?T`U9sMw-M`$--@`M!w;q+Otr)B3$)Uy~o_FZ;cpvz&<= z4CswU?QmjqR-6)%3yWP>^VKteF#U7tvX2&24%0}|Hrs*DN+7Pp1vyX(Vk5p06%9Bp zSDPD@)gj@sC8_jM03>gXne>iJgX}G@D8q(m^e+C!_>syuWMbnfUI23jT;+_BeSKXM z9#M6~5O~-@lMK7nJb?^|-zw{9X@~}Ig(Ml7Syga+{`Ev5V;~%J^ISU91n@v{cc$lS zG)iDp5tMN!9$9Hp=%p~ufGjqT*JqqCknAFKlJub+O!;jh7jR`kGK~O_{B|@DJeZID z`A`jrFmXRwmII((UVS{g3!r$rA-Ml|3`)?cqg=|GgVd)5NO^rq2mC#g_AX6xSWzyh z6mYTuQk9G<8gB(q)!sSF)*S;CV@xNB8jXSInl9g!j9~CCWV%oOTpOg6gsj*;N26UI z=HqfW;*rjD4+|lS46to%9SkSO!1u@e_1^dF;B$OM-l1R_D7sl1m-sOnN{w1tNv+i& z(x5Gq+At7KVW!xkb^!j)-#_K;-_}<>$=AB8a!`L{t}D%CEu{acUkWPM7>4o=2 zayGOvsDu|!|1ZjT#J-|nRT(k>=ZBG#PnIUUGCOgdD$Ne$>5tvZV3q-iNkh_&voWyF z&^kI>pav7eaV>#20-;#!$dIQGmM?3?ts{HUXmyAq?wU?KVnw8St;jb6%FT>El_vww`tHfVax{2FYrpIbRD&tSkS}Ytfv`Z_oO_v48VJOaO{;sN z(ZUWUhA#DZDCREDN7j${gEQqI2R3jwA_j1 z$!g%^MN~Q+76^OQ%i*X1Jd;kh>Iq4Anm?v zb}_~t8bY3(q@YrQoLrwso%JZN_bgo)NmU0^&fTEtPNVz};CM({76fp(T2p(G6AT z%lbUB%oPZAGvDq!didYx%Q2oNaz^PO(tF?u(pu{lEHD3;@OTM|45<&~|L^(#%a^E( zP7vtEpaHYzn|mK5AW6)+1!uT^!sw=*zbhgltz)&$VoXy2t=ZkdbkX`CGEo)yLE9Z1 z?A;tr_*?`+ro(50Tr!~c{;|QfhX$}#I3j!Gdl&@H6)HSCCl8C^GBX*eD$qakTp+WD z8S2@h$C7q8P^S&)+>Xji&WQhjVrNpaKGoBX+B!=x*|j)S00ZGGhh0Mq!Hd9q z0iVkq)OdouZA~@cq4}-uV5~isEQ)Z^(l>&rCH+jk=`iqoKK`TNrvgl?ku{$bib2$yBIX6j8w1VQvxDX&m}b^Tma*biF4eW_2G6`^F znIUI(sVF=DFP`?9dR1hSx`=Hb_wV=9s=?q3HRl*~4(FFTmudon^Ev8xI!^(3oj9+O zfYApH(>aHm5$=$tt$X=o|3$!ICDH!%Bm)G_UeKQBG6aK8C8Uig9HeY=?#FD(K{;+? zDvy5*ik2|R&(kL&YqUWVG+G5vlU1|6xS$Une1f75KJL)>lJQdD;zg*AC_VfjHUs=^ zos7TW8UjX;ERTga94M_P>3rSfA(2Erti&`1Jv!~&-5`^Q@OzPcaUsU?C9BkRXHXxi zNbm1->AHh-SKX^l5_QnFF{>X;%mAxFGk;cDLl~@&j(0j54)YtlHd+uSWZESgs7JZ5ioz?wbp2*r;S3Y2AHQ0Au|&+_sT5W7LU9sBisNJ*R*o}U=q*2+XhDmQ%>tf$ae zbJwA|ZZDMCqSGd={ykbLbCm$cR~_~EnLfKo^&LfGv$XFGIH3KjEay)!cA>Ijf+2yH zxTqmhby|}KDHNXNQ>MP`iSp(MQ5;(#f`OE(HyxzEPqw(K^$YgPyPtbn%!q#BO+qyi zH7e<}(~&2s?Lh;5Wia-`rcU{^72Ij52wMd|F!jDGd-an6d~r^44ACkDs>6@+q(&}* zJBGVuf)d+5ypEb&pV0yTi4QogU!{b&TfpI3XZ%-t zzED*EQKDN-4_fcZYR~zVLfVKg^Wu^nyir$sAF!Pa_z0=S9Jw|mbQRFtHAzA_?FOQG z6w{Cm>geKQ&&$A!#L0Kys3mNrze>?j_Jh#P`bX{Y`XE!vWiw%23X3yp#an{*;8P)f zJ^OVs2vQes4=ZUy#Oco>tDT9c=ccsp5&tq|w0QP{i9{KwSSlqH)49T_NcQw3T|bCj zV0!kZ+8zp&_@7a0m%^PPhH3vRUZ6PWr*3`xDtMl{f@ADv1w?J@cXPRuP{s%!CBGY~ zNP^E|c>9Mkm?C*P!uQew?ureb8c^~B-oc9U;t@TtAa%D2E-Hmqb#`ubIeQoxw3PFf zO@ZST-+Z#Iwc+pl{ZrolZGFtaZ9{rE2a(qJ13Hpl_>}#{(>_xKd;{j-(=6&nFt#C(FP)UXarw+5%`_Zv|1X_(9&M?yNRRJrIA>erEJVDF|jR zkQPbXgM~bO^{ETk{`0rtC~X#P==D+gDlV6VKDdXcXgrjP(6|(L8E=;X-R!tAYqddz;9eX(4{+%&NH3gCdv)G2lK{1}6L`TI8|%8j1rars(}3+jL!KYFZBrQ-;Lv*OvnMqK)&R zHhZ|7bT%%@GzE4%=>ws?_4T9K{|SN@IzKqNG=i+Xn-?Dd(+hE7_oeP?T zz2R%3vIhAR?0B%)C2BP!8(L?bUS4sv02$r8iCHb#(1jFzH<>aA0{qI}<=!;3I8Y|^ z#A+5|)^R-M*iboWiCf+i;-6O{h1vv9d(+GVbOSyjm*03NhKbx00zab>D%*G&?p^^U+v)y z23rI1N6%}+7|9jp7MEehReldD{EiW5-=C5i$jWdO%CovW>b7^Re;^dub zu^ULVPvO~b5#{jt@}01Oo9@u8oCHiwam~YgDjPoh+HE4pFonPK_fL8IxAoo4LYW0( z4kGy`BoxR_y0f%k;m{wET7WgV9e^@B9jWK-y?! zWz+xI??)upCHCAa{_r(XjDK#E>p;HG-2bNj&(Hi+CkxPKP67OR+!EvtJ{JxD^f%y9 zd4hYb@{IJ$$x;am-%2nNq_lD=wSne&?BHpv7r4LbtB7&NKzf#$$u{e0}wCAZC~ z0#xf*z5}v8Oy)+nZ2MXIC(kFke(g7%(m;)imabh0&nPmxb6gfz}sKOhYjZa5%ItO1;;EJ+hlGG5CdO zQ*Gf%gxLy z?EJ*pr1`|YVbFjooI2TUPT@tej%^s49Wt|G-oq{KNhW^3aHyun)=*PZo*t@f?T zsUMzjT7u?%-sq`=`A9+xl!$pB&*mQShgJ$@|w5ClFQs#nV1h&OM|3G=T?l zZRzx10?!LjP5S2&Pa2AmRHF2%4ZBKcZz}0`m9YU!;vu{{;a&BLkKf=IW!g38}{#bC= z854-n)PxZ~U9)kAG^mMiCe9Dn2M+mY*)N~-(Y&|Wi4y$btZ5)0!IDBfZ3Mnn{Tnl# z1?WpM8)LfpVuW_^yzz=rCA3lxc`W+bfZW}nj$>Y4ApNB?@sm0Rv_fizxCCP1!GjSB z4?ay`IbwR5QZ)^(4bmJ_Thsf`^EHAWpV#bF_=hii+f0=w3kQ60Q$9KwE_oo|XYPN~ z!`^R;(sY%mV^W8u(wRD>WZ?O*?cxfoYDQd+`_3(Wa(=;=J*66QH?c>BIN3wfuAFsd ztT%Y=ey@7)5(8vzy-iYG*zqO;FFq|rMW~cb(Y4u*f~rBapC)%z;63Y`s&H39sQzZZ zs>Or{y5}8EdwSAh{q{4vV||Ti)^>1~KEV&PpWMU37JCx-j{Jm7tJ(&-#b|Hiv}}o5 zToQkFX6FdFG){W!oe4#cU^rcPX$H}*UqO2(UQ?pVqGs9+&h*&zGShw62*XhJ@%O#8 zvE<-$sZP4I@b|do3+`{QU*`Q>z1>!jgr^eyb>4}?si*6Ft4r z)Nc0n0rKJUi``AeYG^Hs9b&!i1K%`D*ggw-1J3M#r%#~;M0$6hun!6c65+u1^$;WY zb(>;Twlxao2s7Twv>8BW5yJx)zDjiM-TUD?W_1X;KU4i?O*JG0h0nO<*#oON{~hgX zSpVD5T$XzW$=22*-o^m-bbIP;N{i<1>4>O7LFbGnR+LSEyb4S+&5fkG12;co-~s zyApQ9Dni~1v$wT$(O_DX@U{e36+XBX1p;v;8m(oK<(*iEEa*Fg3CC80s)mW8QoB72 z)9%&gIeLTEjFcfYxfU1)-CoGe4+HD({zqg96=9$yDU0bBc0CcL&;toVRj|={>xWxa zffC$F2>o=Z0m;4j=!trFHAt0EV3&6}16!T|&&)Qq|0(}~oI*hlD1G0XAhcm{x8U+u zwKQcQB5tnA-Higr)vFdaSTsREe15e9rxFcyH)BLGE-Q-)HWBQ$p4I26nzCw5lApBDbp*k-E3Y*EszJ+dn_| z^`;G{^b-qT`|_|_(5GM=8&-7yxv||xdIjDf#5waaA{Ya*VmEFtQwM{4zN@gcn=J6y zP>LDWhd|un>VAhrS@=G@W5~{T5>#7K^O$6RpihI$Gz?kUfwWbC;fKaO^kFvp(7WWr z5Mn3Ec9*aKeJ4c7()A4o0y~)O16Z6;!#!RgcFcbr>id=9*Nq&;qr^wC5HAuey{s_5wHULW!}#{{ZDkPu{EJl zK4arq9k&sw472z6v9(}qzPl-vFrkijR+7VMa zsdcFh$>fyZg6vwr9g%E?BaUEq*QZft$s3M;k376stOadneR5QNgQ3+izpw{8-xc<= zuAv?$6gpTsuJyRcK~8)!1O3=7lkA6pv`X6w7Jb}twN+mI%WY7D5niJ=AkP{C6-ee= z5yGN#x4BAcL5$d0s`0V|Oy{-HS~YtEi}!8Z-C_)Q>@5YZoC}8HXemX899d|;mQCC< z90CtTs~kF7Wa01p{ZrolZGC>97QPl#HvXw!E-_cjCf5(@7a{U(mt*-rF7xHs054Y) z`n7YYy~Usvk@cvv@bdSD>(Q(l@|Trd>IYN4&~ zWg&?MKQO5`1k|Pr6K`Sbld6g+{i13UI{SRhB!R3A8R{LFF}PO?(iy5I0k<5$;!g8p z(_XB9(9>?afc2MiykB!j_olh6G@i7Zf0&Ho&q2mzu(wYSe7%0jGuE%_j46Dp)Q z^`4EO4O#q!A3NY$3mlu59ZC`%u;U%?J?PE6A;|q&x4Rw&SbL8pGWG<)`PX5*Y2Rdk zD?GwM!Yu^MXpFnPoMhqd=Cqp+RU^tA@iuh^ZX=8$H-&Y}YvGyPDQ?0BS8&KQGMxza zh7XOqZ#61)AnS9bz-!?k*poi5y!u`NQqJ(s*|LYgGR56isssg~%=#&q&(MUfoM@w; z%xOiYj-C&VGOLB9;$@E8v<`5K`PQ~_q&GZKoLQFF$3X10<1J0!g5aIxr4K?1vhb6p z@{C_X2*hrFv39fg@ADGp3y91o{!VdU2I3G)+<;QBUi<;80s zc-O|WvZAI9E~{N}dMf_#6f-Px^g0SjT$B%p?EIlOKH5{ zLPjZoc6%?2fjkynZx9$wP8&v_sr4^YzMw(J^|h|5pJ0V+`eY;>6xel9LCDeFvlQ?w z^flL!FTYQy3By^0{W9<8bc6~HX*f+N9`)mAjQH(H^slE>`d@3oeaLrvGu|0mP0PaX zbo&5C^U`OfMjbGH(P)#t(O(hzdx(XrvNM%0Au zM^|ZED{`##tcY-FEp*(XcGPThfX4$0%Tx6}5bs_0ss~paB%4nA=yUpmp)~c5q5=x$ zaY96?GX5|oJ@MLz8^D^)S#26?4|2U`@*l>xA${~4UvWOw!fTp#kND?~kar8Op_9rN zz7PDGOTg%WcA~~9#!i2@HFVyV;W@y#;mbafa(}oIbY5xZs5Iat=ET3y)o$JtcB%KyfHGLivY3%myvIKYu|T$dj7w zy+*L*Wl25`W}AaN7)Cg%a*i@0#up}-V;(Z8! zvuK{ME#4nikK!(o#Q=z$J*UR`qY*V2W}u_@Y(s9JFmmd8SqtVTLj?Dn9U*e@ZKO#P zwtnwE4fQwEhL@okiW;kaaMZ#hUj%#bh-b9qO2IjQ_{vVMeP0$Jg3sadD}zSV$r5L* zw5c7*+NM97K2{4YkzFA*g>C?RT;Y4!KA`$hIPG?j9=z)Lfg5e_2e0m!$+p)>gZD4P z>fk*;fB;`h`ctytg4rFu)V~X*?R+{?F=gONWF@0WHJH>8NMe|KI<8 zgV+x#IQmWuqi=WuHu+cXvZ{PT4WGYvGITx$aVn-mL$nR(&#Ucpqy?L3Y3-evhWS)< zr#g9<5M4t>#@O64f0?3&_{p)~%nyMKCZT4HH~^(mFpd2x@&paHG;&W-Aw#2<-AHoF zPXGk*$B|n`p_>r!DycTLSqQ5AuJ3#L3r&KiUULbE==ABcD z0ezyupDs7N;e=zY83Vf%Fvl&~G}ZV3>DYjsc8L@uNiwhrI9H$#P41FAZqyeS!5JLs++j7Vtivh~u@xuAkvOev(j78#}&4w0hX20wrg{C1>2LLA-KWE`7_a zg}HFno}E-jILu`l7`y2Ov{^;6KZ&$Ju>KPBnYZ3xUTmm=cUuaCn?D22ybmPyjmQ3_3^<$wI6JHm_OYwr*IZ+zbceKy>RKXT(>MFuM@4}rITzQ6XO z8nJsrG;3{D3p3Q>bN_jnHqXs#> z*L$thx)!e6d!2b-p=ni~)hW=ar~c!Q6V`zN6@ zdQjrWyw&yE3(j-K?NZ&q+E>mm331LopetV4X%UIF=M2`}7@-QZK`H5CL2(VDEyGH- zs$C0bIX|B2#+e!IV)3YxpJ9G*SBf}+&e(0J$V zQG-U~lm|!eV^6$1%z9=94}Bj?QCO$S1Q#EXrytjgM3>pLjp_|aK{)()_;6tGszITT&_BR^60xy7t`L&}MVozYa8p|dTA_0X>10o72rhql;hX+(@jn@jl zy#U{h8mP!$q@x-A>&#DYNPuhSR6iR~PQ8}S5Q!C|EnlH#Dwa#^xFGXrg7MTk7)YLTJy`diP@S~!+{ z+QvXF2+WRVeAsdDfWv!-e%`-k1kI`5cgb5lKzd`qyT@1og6E`D95G(NZ@;*mtb7qx zX4~H7WTm4DOq1`qeRGk(Q0p;M?^+nBH#yd);{@-yuXMQ|_k=I{hA(&ZH6bk0-IAWg z1H=O_>`2v!g56-k(AG&$(74DVM5HGMf9LO?^7e1*BR$$1Da&v$|Nn_Qf@JpYf&G5b zZy%y6e;~JbCsR4nyej&SxyCF7Tu9^i0-b*$f0 z1G=}w3masx|DUqId0~Pm*hWkRiL-bDr&?xp&4&x1#T4ByRDoT8QsU4YSDK69&fTEP zPpJi;J%%EyL?Le4#^6FD^$|=r66YD3x2)M`L0Rr@A)NMOO;nmr9S|4~k!4j90 z+|ynRo*Oab*eax>nm^>iQjX;!v^(=gACX$H-nvdNW#a^tS2L(HUwOc!bEDRzkS2_4 zP=|^3xr09~*KO5rB5+G^o3wq&0}Lx{*xuoZLCcC3A%dTd%5OSTs-G)D%;jZCB^7Hy zhP1){g}pnx@ODUdlkkK_n(H{JOWN@L90#)wcK^b|dF{++*xzSYYpChldI06hU?`?Q z5)w?z6?YSp&5%V3jp%I~4aKwE^@BP6M3|*_WaX)#0XSkBc0;wj9E|@zm zt-HgU8nTMvi=rSkugIhL(*quwb*gE8x$vLot8&nTCUx?F9}|xnr-|Kz{+$+ktzy8V z1Nr~j?)`h~&xXzEoDnFUb2^oyWgIe@dG#L4+&EO9q_*WMAeO$_8GuVdT@M}$9$k;S zT%h#J6uI~hcWByBPV`gKfFlEqldP?dF#R~9|Ga|`jIJ5kuxYu$Mpceyx1}gtL5_DV zlMq4K9jkW@S<~oc=1w)i?iEy5;`N@se-et$Pj(a~K0sA**Zea?4NxtPBb_Npqi6t= zNrvSfpvNxk;Y&%qLxTtxlLy81P>!3U()8qQXk(yUzah;Ia!a~!YD%9GF6_kqlC_9L z2b2~RHzdj7W+mpyrpo_~pHRPs{j!E(bFTuWmGqMlsC>3#zkfvnf{{M2#KTq(T(T7} z-DKT?qShzEZ_^z#J`N499Kk>yb3MC5k|TDVKwOYY{5e=_8OQlZ=LRa7ruH*<7oc|+ zqp^Y?f!e0yY+g7NhgcJfo$Gs92l1cNFSx0@z+mEJyX#ALV7IzP|8Yzm=9(9WE+jj` zgW28tA5RHE-BR7j$2@L;*WVuhidz(jMJ^{V=|`X&76c{4LGcKm05PTc*?K6{ygPNf zz!ex5m|q<`;Q^6f;(V4YG$Bsx)P#b(69{067&N`kfom3#D1N;gjJ}p)$#Ogow$2V; z&bo)Ao3HBWWY*J=T-Kt;4ZC$9kGju)Y7K=tg8V?iP!A~2IPH8y#{z!!mW8s~Im6Fj zof_E)WhnMpnCzc)h1a5WlC!7f07F#St}PaU;<>z##Z8SvNcGUGq$2e&R-;zL_tOQ4 z4W|p7vF$m(VehBUmo>m{A^|^f)Dg}S}!_(%87l=PP@9LP^S=Ha+a8i988v*S>v$08lBZ$ysc z)kD$O#v^Q;F4+ApO1xql?(nmFh(Y^~I`FlhtcqN9glA&&QKR1k;jY_x+tE}vNRU!# z7l;uBrm+6X>F>=Mu^LdsE4#y5VF9T;G3k_`b7Du^c=Y-(0!z6O6uJAS6J$LvGeU$U%%K1 zIOPCkyCaq!143{02IYzDlHO3;xy|Wy_q##Ns{XIdwmIK~L|aVOpF6+?II5KIVe8Piv1)PV(S_$;+#oJ;-Ym6IrInfAT#V6}F6T z^ePNBB5S3P@_vGr*9No4&RCB*{!dUoTer%_vm&UNsNtt8`Xi{j!+TvHUscrW zY&%UuLnC^aPVFg!@dmQ3)0?=G!~h;!$7H9yB2oPSOn~kR1#D;s!vw^WGbYc!1cOs)B(?54f#WQBoPM1w6{B z=gS`3LVVz5V{%RbU>&uvQ}uL!4nDtBzYSrq!h8L>kJATz8hz>8vSbj_(!(`9wg3IU zHak80;R?t$UIT}&2N+Q4_01=0f-~;ZQvDHIkesNCjx6H^pWL;AN^1vr|C#DUieGWlHa!aMn$r^x(xMLzlz#Yit`#8T1hhxEq5|JUAT1#?b)D!()L7 z@?pT8XgVEJ>H*xGRFY_j8Ju{s7_G%+kL}miZ+jiW&d)a5UeX_fL8IxAn>z2+%(wNbceRH3N**f^y=_IWVHzH?OF#QzqcNh zQ6>bI&xx*l-1J7R3e)T(@q&=n-hm#2#d@e%nN?x#b^|v(v&2elf6VZw>97SE2K$~| z_Vn?#U|dAgoy)=t6RY&Jv1 zu5#bf39eZc5%`8Xfs}UP-VtsUh>KY{Ex2X@owqjKh{8ERM{t3QM;p72L05iJB$gjG zOmubqeqiI1AgwYMH(sJO!nhaGv}VxI)2c^rafPCf?~vs&OE#lYG8sF&;}_8tO8Kfa z?{2g&gK1S;mKROG(vp7t*>kiZ+>?b+RUVDB62ZT{T#HgniL&tTts!U-$s=}dI;hjZ zO~pSKj$Wt{v0W4)g{<9B1M;5#YqxGahrddU&70Lu;jxN3qnOvv*v6{8klGFPhQ#7( zP&dd4en#mEDq&sU<=dU$R^7nRTB{n6ugwP`Z3Fu9CSS>D z&cg0vwt9XUCzLAl4rOJF2O{vK+adz0Ve?qThWbxOP-G}Fu+(q@j?b~~=FgM?|2k@Z zbR4@6&!;AyS&|dFT7wtlL~UUHUP#fs>l47E)!35I5!fL2c;hV!*5ES~l}^+wJTG-mCGh&Q-^#<%ZKHa4EgLru+lwC)1X zxtbfP>)?b^iv^FXJPSt-jXw?jUQrDK>R%^rC{A^k^_>|Iw zQexNdTsW4Aoj-K~R&HnV8B-O=w6PUXIbsQ2{gt2S8#sY6LXU*?k_{wo-#nAk#Seey z@1OGaZ|j>8)F|21KRB89!!~Pv%-fs4dBQ>^NIdL#lFaFkeJ3q6l1vYBL~&^>2}5{1 zkf$3yGUk%i(8UohXcFTHv6Y;YH9SsWnn|L%wyXrTjkogRep-OmNpk^H7EX}p`=EIF zj1Ay*?$!_&@xiXgg&c)4Z2gp&6&mO9M4IJQ@Pewb>oxmBnEReN!Q>v_@Ww4CP%V0N zhAUbHOmS+{(n&2r|@5 zZ4Z3wYG4vDqxCCw0v7kOs!jqV^sH1v3!d<_<0C(50Wh{FjRg2_)VBR24% znWB%gj32xHQ`sBC;e>M0|46GR^+9$oTJlU7RD-tvmpGjycfk0aa`wP=hA=eJ>3o~UN|vs%mYyqQi|x) zuLfF0(V|{nC-6FMq9twO1iH)jyw<)d!wvHrNiJ_JfEd@U^(}@I#5oE>*rjaXqxktj zt&9JCzGnASlE}N9|M2ssaemQ_{$PC0-fV~tXZ(P#zwFrmTx1>}@3E4$LQ8CAS=zho zkSP8$Irbtwa9Dl4E!BS&UIeLel?au<%;q+M)Oky&O0DDEQnrFnjtO2$dKn0Q^-1MB zhY>W;6;W=UV+HA>vO`hY*nQNBEUWFS+@MIuK7Ymc7kW))r7=rt427M5sPVZ;DZJygD2?rL_P{84)JC}1c#y0O)nXQV8zjzwGKvfk#((NTiJe;MUY?gg zEe@Aj%=_O&wON^NYMoz2p#6tpa|I;?2^;h_(gdPe)_0C++{J@0fi3-x#Q%3fFxR8s z^$nZ5+HIe^sAh%ERwUmN%DjZ6D_miEs#OAKDg?yZ)~z6Amss(gmlbH@yqNb8lY{); z&qvmu8AAEZTSj_DY>+>{sm7*m0rodOsF$BS4L2X(CSN#ih4K|Kab32sL!M}MyLVBP z0Oe`1&+_XQupl>vq2{uJx}7Ldr(tQhW=(Kdbr&0FWx(;!V|-S)GVDIXEnxva4l{L0 z)^J0k#HY};d@D3BJS7Olzl4Mms5`~0mB3Js{gLJoOPI{+G{n=gf>aND4*4t@&{q{D z_nI<-87`YGq6{|Z+-#g6t+N0V{Ksa>UZ=3@b%(}JtXZM)@$-kC{0cw@1A=SQbW32` z-6?Nq&I7E?LOPBTT0zxyrwUmiEy&BUz<;uA3=H`G3Qo8}(D!uU(#}OoI60NNrNMh2-}(Eey#3qywC{d7SB+=+r+!sM-O#yuulP4l z*m`6hSI2EScOZ9Bw%X_uvqFV^nUE!2JA`7`>81~H3FNNiWXG0UfWo`$?T4wYK%8m! z%Ak-mkW2kK8dhoqxgC8+qw-ln?o7Iri?sz%&tl$4KjMbt3;_?-9IenkzL+H^4twMw zM)>Y?of68R^^m#oi8E`SH!GEW01iX@5X^pn5(5!sxGqtk? zSd@OMx-P~8t@#Svp+79q{HKrH^_=aHx5KzvWy~cY|G*{Sj=CiT+uwK?s9*&qR0`{T z$ufZQ)18URF$Ccs%IgYNEHLgKP3=x;0UO*A>TDU@uox2Wks)D;rtA6C8YEvrE|s#q z(_t!s^Knsvp}jV+@t(z^-vi476Yt6M$qJx+##z#`(g3vcU8JY6^=YlxbK>PMb9m@j zo}$vp2Txmt_}9-`p^Rr7F((V`5UpmlbLK21Q06qF5J_zb3dPJ>8bVeeq9@_;UMIS^d~+0OaAc1 zi5F>csmSUNe^})He<_n<0)0)bi#|2nTddwOLJVXNB}Wo=0qtpl;1q#RKrM6wH@hko zC`x_?aOGoQ)ruv`>bMTvcsdpQtWFpnp0jD|7}bOHkxM>ItBi1e2WK?&nGta6sHRju zX(0*ftuh8;$TujJw-tX ztSafHbEBSUxb5>3>-k%#a$7d}+e4ne%N^7Se-#>=hjjuCVXzKr{gtR&Q^Ew1w$AXA zY)yrLH)kFgi)+KUQ9wAOt`6{CA7y>fF9OLN0@t5u>%mV^Y6sRrBunYUlIo5 z&c0Iuje1}_zN6NY&j_yqsIt8(jNqaS1FuLX2UN}yOZ8FcqVy!MuJL~{Mx;hD9WRDb z!C6-Mey@QRWDZDuGdZUNEN3T&B(I%=*1%Ec2JAk@n=`*~$|jiMUPH+9@QcRaosz{$ zf%TV?@B4=8-PT4$w`7N_D{T>hi*m2Eex}0u_m|PecdcQMo(^wpR2xh<2gitXWw3s8 z+pg(D>^?nBvL`!>f`Ab>ooY}u0m`=Oo_Q}(kWXlSZ@{gK?gTx*zSKVA#NOKd>J?5}$8n$#|~oRi{9pv%i+GOq zE_1-&`TM85{oDG&Zq|JDGS&W5eJ0WtpYn=%F;B z`I6VSO%M{2qS220RPY?Cr4E(F0O!Lqm^^G;24dmt<;iLx`1I`>ah0b&h^ADM?fql| zQQQ|p<26Pg#^}k=eU<|-@2F~TpVvjX6lv^zt&EW_hf+MF=c!OMT8Ps(ivjn!u8;&o z2M%#a_R4Gu!(;5cOVXwuY+k=*sG-aR9D%fbgKI|c@TuI7ZTypPef1~7&r{eqo-Zif zoKlUE5Ay^GS+S{Dd!0Y5T!?|OHf9n|5*;X#M5b10&Vj}=?w=ukdSH@5UA%=d!m6!E z^F2=^U|IfX^D2V_T0V3{3S#4eO26*-7RhFTv~c~L*>z8aVU4zH*NJptD2tNi)JYw< zy-lw`X>kFnc^4|UDfGbFTgtsyh!wbB6{(uf8^Sj4xuuv^E}&}16Q{t{MW5GiX+Ie- zLdG`mi<>f1fvPWBh}stel5gktH21UtVI`ZL3>OCSl#0jA?RwB#>Y2OP!U&sAAtu)w zj3CsDBqz1|QUmYoU6PqnFi44H4Cz%j=6$5kPS&YBKncEd0>s`~F@_2^zh34fu%p zpfyBm=&mC+?v+IV{o$qKAag^B$tfD!KDZZTTY(W#huw966U`7(%p zQ;h)rj{7~c_Zisn4bKa3kAG;4* zcJst9L1?*hHM8gwmY0{YMQ%fS2#ZN9&0C@fY`@qmFo#tJu2o%l_tr-dkfOl&$Rr*( zX{bkgokkmIH%RNWBIrQKZSz?=j~+b4J+6tD%nERG88h;^NYV^6HLO4^j;A&0G^3Zz{eRaD3zNjIgb5)2G2UiUoNVn>X^>bt)x1bt-DBWlrs1M zW5FVk0rvZijo;;xU4HW5=Cf|JFNFu9^h-L`nKhwY=Z5s$1$wxQ`W^0wXhTr(WykZW ztZ)a~)Nk{vqcq1Om24liFg!f&B$8#mK*X;U60y8(vuc;ymJ4un(TBr)GTqWE)^;Wt&q?HK6|JKp(L^6HwZjIkK8+fs8jPQFjMB zOw6XTEj&<15gx&3uX$)=RF70#X>a!h=R7S?sFjAHTiOGK;_{&H?tMdsi3hk7b4|8k zpTno9D|xQQK@W07it-C{T5#WXE;H}IUq8O?M;Bc?*82VapvU~fi&KXF-{Ol>)^D_1 zP~%&C{qWKKYw;FysHc=0p#4o7tpf<>}X zXo^IjZsXFOLhL%#kB#Vc{_3>hGc zCg+YzUnlbJq92_wx`niBibZyLWMlc;L($C=N=PFjNuvKjD7ODghYlKWp~o86Sx4Qo zP~{tIVNxf0V!9vXDB7*lAgU6Bcv3usx`K4~} zOERX2_p$stLfn32&vnAvO2puc?t-ts2VgBZf5m$iZ-nCTHYG=-%VPLcGub1ST;W!B zUXO9Q7`P}^N|*IZL3T5hQ;i`ToObh+kQ`TmqyW6bQroDZ>4SNJQ;Zsz-F5Qozr+Yd zoKuUY=GbL`3?JWG+?T~{+eE&Zw9FOmi-Zy-n}`7BB}qZ^Ln%0Nl)vm;?G_NaczQ3< zClxSIaaf#mq=G>g9llFdSZ>L!RK*>%44@r2_vrm$Ksq8q#e$*xFx4kdzT6|}2CRkr zEYDg*A)%t;q031Giw1ns$@|zrFkGj2sYn%CjH&5{pKgQ}o3X?pVRaZzoi4pL&IkdX zmp@}UpD65OPrG!60S31tw_ZlZ74j{b_b=(lf&4A4<2;0DIdG>jI# zB0w8)FNTE|15CpQqA2&X0x@IV=7W1x;mo1)C%m3efmcd}_`VS}c#$%%dNYIpevZH2 z8*hK~`A($~-^MQc_%?pZ$Tz+1@^St)zBYQl+CEML-}awL-X~Qw1&F2pq!ekk940ZT z_vWD%R|r_FYQfhMfy>o*culo1&|mGW+jfK%N~5vJ>a(hFIaO_vX5B_edrJ5!g$4WE zYRMG$g*yz;AEz<7&L7Zw8)ZG&19F&4`9?h)3~n%RJMeZIg(x(%N8Zvh#DLPFo1LOz ztdOa}A8=Ad6?T=q#XbT=1+kv{>;yik!8w=fE=m~;kR3ix#&`u#^%muj1OYjWe$wGR zj@aix)rZZaInIkV;YFa3(3BKp5GO3kv9UrJah1R4k_zlMB$VzsNd*t?oaNQ2RRe$Y z>VwVBzkYnJ)H(4Z37>fWf|bBG$d4&;22?a%6>QzN1(|U?>ks zq#cNOhpT}eeQvLnf9Q{Fgeqd*4>KXzv-P~8EE!15jP3RtW*U?ycw`-q#!VD>S=-BZ zatF$gE{fjSmx{`)7Zr~09KcxPaqwPO8AHRa_WK_A=%e&963QCJH>mK#J1dinum7(V zUjO0`tbLafq}$PmLEWR%56P9}FmZT_^qP9s*v}J9s<)T7!%|#~LAcf~5S7?Hd7f%B zycWg1{kc>gns8Hfc@A#?3bE49w#%?`j3Gk7%HfkKF*=1MEHdj>?eG@4n#dOanVftl@!ag|2@1E8rzyw5u z;~U3$6@X->Soi+L0nzDZxp8qOwbW6ogspds(#sk6^_LAoHDTBIWr@bw>aBHE(>k2CJ2X!?*t z&iQNF4I7l??VIn3_wb0XgU%q55CVzh3_zv0Z#l;xiswWq%?X`)~*|=fubVv%_Dh0{`xth z*CSOi#c_Qlq_tK+#A!kwTDcPjKQpp?$`A$8OqcUodpE)QK0T8dc6ku2vkNRZKna2A zBScr@Hg7m^7UbcwK)pu+mOI+{fjIYFof6Ct`>fX&|Le!sq0FuM9^KO4;)iTQ zfUDge$8YiV?7ETsEp_y5|IeS_*R4;=W{3+Qhi57?3yESF-cyqDtZ$o!R{#3Z^t`f)t`)TR2-nVO&U4q)Zv*F2ccFHT@~ST zY-lT8-zE3*NL1w-w6{250Yg|r)4aJN1x?3E&JLZUN5hU%j@2*YQGcX2=@!#2%!bOH z-AVjis8O!%;9Cj>#Czif^F@g#C=2l`Y9@TWZyNvldjQss5suWcS?xp`RqflP^mk+2 zSr_sTnP`KvT;HVfEIm+v+;5|l#0{@6ay4x~O9D+KwHHm=rQq(YRzUYC9^h70ih0CH z1Bv$IEe^P3Q0sW{D9JhjWMR>pb&OFAqa)y0sxG7rdZ|m-Xu@ehgm|4#dJQ+^8t?R0 z;UL#sF*h}Yia%~weZ$6e3!+lwLCcvKzFEkwrYAI=1``{#!=eq`KCn&Mc7rYBm z2_HwFpZN@x?dAgO6H={DY2PE=l1{cFc}^hKEsePp`T+uGI{u2*M(FsIzo1Ja`>3a;NdVLCaZv={Z{4{fG6h1mpO=ep* z;EPgEuuR-Dug35fyM$6bFGZS-`3z$`TxeeMY8QS}4r(Y$E|vJe{^k71U+xt z7ggl73m8IsE@?_i8*u{8C}OH`9z#F-&x1$$WGJ;LtZN80(uki#Vswoo$rhC092+|; zX)umBHM;~2HgQ2cja@%O?I2Px=M7xo8aFc?7RsxTl{O+BiW0%{8xi1^nCrMH)HN1(oGu&1bX0c=%CTn~kk-wv6-AMzPA3Uov znJ8gksL{1(fD?vZm4HX#3{tu3s$@jM0csiVoA#7`LRyU#nq~I5h>KPHanBMShVfi6 zotA+p#D1*i@MfGs=_ldy{b)*T-Z|B+8U^DhAkieyZ9f;h*AvkVk$#V!xU^%s4st@y zy=2!UlaUqv`@Qk@bASBa^Zh(tR@-hXI&FGg5)bv)9X{0EK!72#vd0To76n=p-0ig< zlZfl3nBIwVl<FYyP~C3u4sG1@#UMA;}A>S)-PmpmmcXz*BgofBcA^ z*1W{7la5drd-qam3PmY?EL#^t3HQ?Z=10rM(Y<-*ebU-opv*n@Lh;CZlw4NNk#B_^ zkB)ec7p{yTpH}RbJu_Ss*XY$}v=JYZ&C{ETW<{V{zox^hbQ1B2QC=;(wgJ3H#re3X z$Ivl0#R&RWoN)8aqsC~}K}1+S5!LaO1KQ?Q*1ypiM%5Q=FGeX-A_mKWXDx}W7|k7A z=6K;E;2J$MKtwl-4*8qcp>i@{d@*wH_4+Z?tV(Un@4yLCk^awj z-Ax?RlB1|9;y|v_I~-*9j>pls4;P~$)Yv}GDhk%Kjoh3ilZfN+#H6h`CFIrS(CS%? zqr$ySlZ|X#5Zg3MpFc2&Y71oDy2Lr5x%Vxp}b8-}mGS2i{b@8Ch~A5H8ZBAsnYX09&Sg5KA{I$0|d2Nwr>>{}KV z`>=;$3)(VY3Iuw;ZWHKydE3I`%Qm5_>#uL%E9mINh7rgbyBf#-+Ad3b%k`EHZof7J z=hwe9mX7kE_(i8YSbZrd<5;>`dMe`t#9AH;iq*ij9#^#t54+_TB7;Nsvs2c#*F5mw z<$=609${mr$E6arIcH-R@G*aP_1Y({rkRzfA-wGM*6KJ{R@GA|-kqp@lM*QyjwL0- z#ufE1%yLu~bJO66_GB3JzDt*ccB_4LEj`Xctq37rJGL1%Wj1=2~ zDj!ssP{awXTL0(c|7zRHD(S_X8t#ajB`3K{=lQC73V0ezrzk{G!&WjImK5<->;KjC z{@kA3>5X&aEoNwc!}UGZk|nF^*|O_QrgWPEBK^QGEdD@i)%rhQ@2|F99Bjd2-=mM( zjD)Z6Q_EXbk2O=MVXppR#1*N@MDfvd)%t%mz5l!RjDG#xTDIShQjyseHIk)^q$>&- z?J|u2_WDg8VCILFP0*{&1=KPh8ougT*1c@M>t|#*HrB!?jmjS$3YBD2`P=LNuIztT zlAus`JnJrkFe2}Y(ph)^*Xe(Kv`S)di5YcVIaSy3k{z>7`$)g55CdGD2^sjTECVmH zn{Gw5TtwSD&7Md%DgWjF|9{G;xIv%%DEgGIVqKBjv}%9iIz1A7q&J4)_`K6RAdF^3 z{T}8Djcf1Ikch?jO=?~Jzr6l`9rerOe%XGnb(zaoXR&`0(~O75;ieGmjuQK& z5d1a`eAKn>MgIYlbu0S6N|s`dwmc6xsoT))JLB{>?f?I|FS!;!=GR`I#MBPv_J!xp z{nz#X|LmEyJ!>9V^T3)1{@ET_F%52Eu{I6<&+hVnrLHx5zIulhJ2GTCs(HzZ14DU$ z$lxFsFR+swxkoy!3IFPtzw&!MS~=FmOSZ@iskAp=YW;d!xB07%W&2%02}3^Bf{9uU#?S@kxM@lw2?np`nDUyW}UZt1sb{qHULV@kCW zL801v{E)RQMR=zW?$_&6e$~Hhzh6spm-Zd2vMs2LN15FwT>t}ePb5D}vBB*HKbP!S z4S1*~x!BE-fu4&;o;6A?!`r4l~U-d8B@7Jo4EKQag6GLyEKjZJOM=ScjDLP}Qc~c@Ppt^gWW@g{2dPa9{ z_iEiyiE47=`3$H+SFQiOC4Wq*td=x4z4IbU?&9VmxiRxq55rge%l7-VhzxqoaT7F= z=y3IT#B<#h`rqO-9}|6Eg=(ZiWS$Lt$xiwG=#{1S^w(3zBwixV{ie~RE#d!h{ViJS zrh}_9QDx8G(|is1U$4I$_sjNsyZ!3i@a<|W5PNNG?x>d23jGR$i_-lG&yc;i`HhWu1U&W_ z9g}A+CoXEDV9quU2C`xdPYB+#*U2f!&6{kyJo)rjJ?r6%;${0?{|k%b!3zOCsI6mY zX@Di`_1IpPitkAzyuwjFrY9(ryA2<-#_?6D{ z{qPl~9j;wR3q(s%^1eo?p`_!#*t78CY%xFOvaf$+vRDn<+xwA-Ge7@Y^DCh4|rUvj6H}FFHbaa3w9OpDla+%5z$`XDr6hN=VF{0v1P2^V6O<%OUUJ62YK8uvk0;2Vw8o-uk!jo|g{}BxU$4I$_sjPC zQTA60rk;mGu4%%G>;HVd-@7eJE`HuX))3vrOKZ`_xUS}QEp707xK)bQaFM`zjb!GK74K0vi;V~ zXHyd9>~Gc4-WT%yMWp)6^}p@UKOfG}CGi3&9^9OBJ~8C~T>rNV|1S%JIkwk`tqjmZ zE2wg+w5ap?A+?hhNAY?q71>PXCJn)P9K0jBKq+vFl|iU<41 z;HWG&)a>$&G;STC208Y%g}6+)$f;oKK}P^=kdzMP0m@P zOKD>UdCkk;f0z4x*?zx@BK1@v-sg=-g??1~^f=uL{U--(jhvNA(bIX8YkRX--p}Cb zo@L>^nvd3Rvz1PEbNSQbgO_fcn@++AO}JQ{Ch}N)8BlUE@pk&L8I0?Q*{$n?xGVI3 z_taYHpXh;6gAa^lk0&vuHiyWHmezg-`zQACzti;NG&rfbv6b!GQt*H0u7Bh{)heUc z_o)MsK+1LN$+%$50d|}Sz6VQCQ%05JBeP37o5DaDQxO493#v_q!^_%waM` zIm?P&2C6wdYB#s}!+Q0wDuEeg7)%WgV{i5Z!VTlMJp>RO-iB8k%ghNg3f_1Xozv)U z-RL!mbyMiV35pLNYQoTSoKc-AgJv|V!dMm9YKz<^T$o%!U!ivri+evm-Gi=bToXuZ z>qTy6M%2m&bP=tjD|4VvHhN`6mm;AxjL|0|B0WpLfF`Ru6gPDmA;A~+Tk!8qqRIFo zf_-scmM(NL;Yt6}dCT_4j=VBLOC+fuh~kO;tGkbeU<~N1`&#`Luo+e99&3<^NjEc` zHIZqE1+NDOUXDtt!!7v~HG@4CaC2Sosj+)9Fray6nDx4p@>*}NTQQ<(6=>*|S;0#LKT%laZ8-;Ff^+?#p)q>96eSkyY zX@^eTJgSs`s{s+@rD2H)QmE1@uIkf{9yGxqD6)QB3t5)%Y)TcnfgbO-%Jw)hg1Js= z)zIRH3lK47_NLejo#u*4J8O%5l16Pqy>5uxulFQs{5ZerU$#H$k8P#ABt095)EH$F zJh9K{v#{S^cj3kyh_)q1^OTB8m(e`JVSbtfFST*5EDh-Z!B)+{o*YNWukpls@T;>Cs&AjJ6 zc+CiTg@!L?4c|lzCF2d%ty37e;P}V3W<)S_oS(^J)&^bFnCvem#D{fUk$Xn&di|=O zl5P=x(Y$PbDKEd67Uk<6G=!mTfp}R)Em4?Z79&m>k6D-xBODdJD=d9Du4tRFY#Q8u zdvRvVv=KZuEy&|I>j5`jDQ!x{J}GVWZ0vD=O)AJ*`qRjqvH&~0^rhPT2#APKf068` z2}!YA-Hx0!fXDigV$Zhp{o*yZaHLV%jX3(u+81xHid14ODbrkNdri^?9|3E|sJ0b=HP zxnxbw=vV}C!;}*#sCU2grUTz!^+#&V!!LT5?Xvb?tkU^uU{a1j5tjL<-4f1YEOd2U zr2MC$IDcMYtG$pkI!Iyv_Eb8|NPNojeqaL6nV!#G#%4g~dmw64nyCS0Y4=PY%$OzFN@KXhB#*G70Y?b@Fmyr2h0X-?a z3#j>Kcj2?Q-6$rB%d+*EC-TYRq|JZ!0ljD?(<~6wM(ZiwBqwD}qA{IO-aMz@sGDA_LPyBqjGv)q{>+y->*Rz_@Qc=E z`%8KGm8mNz{zCpDqI!Gw@NR(=%w|n?yxT&PFyLj9_L*Hk`pmqPSMgE?EO3kRO%Izw ztmtSSFE%5z44PHui&qCig17QESwUdg+!3pN2}=sPB6%Y-FB<%pc1R*89k}~6X&@|C z4xVX;*>i}~Lzd~lR&f?GpmD~RE8F+w@X0kA&MsGw)Q+efTaV4K<-a()am)wquZz8%dO{ww z>fMp6Y5-9C&%4zUD?=}9$8}$OLCBi07}MBH05o4 z25nDYVAGXghm<>-{-^BjBPEtFxdZNj&cG2{O(@PVCJs#Sgsdk<=P9un{h9%^a)cBBw*$NfV6kMH}qlBvI&6s)qAawIoZ^+!edgNe@k?sFTiwv*$ z7Cpz33(b4^I4z|E(70gRsDnKvn3hPY&oF<{?}IZ0zi3^yzm%6>ee2#D1|3gFMJdjE zq!+R=H9@K!EVp~%R)ZEbnE<1-Ei2DGy2=|sZy;KU!DeO*bxcosvcVNg+K%+5!qWg! zbiGw)+!eTMQpessl7gA2L&9x?ZgBBsV{sQ127b;6uYQ--=h!i7u;MQZlw;0AsVTCG z?h~JoqM1g;eu`-1>3bxl%6c3XY%R-8;yH|Ve=fgC>x2h#ZcGRDnY@twz6+^FmQN6y zf#h(bJp~$7(`ibXU;*bKtsUAy{%Ei@uU6ZX0$v>rvfD@fH6!H@8R3_8FWU-P8gb*) z7-T7Eo-kl~0fRT(Snpfj2_ezpji(OLNDrOp7UuG8so-4=e_|pHGF<@ z!0K!N|B#V%S@*JaE#CG(-@y%?PWQdCzStXcv)p>$Tt^*zVv3bP6FAb{I~>LiQ|E#1 zN%rX1AwW~4rE(*#C|S>~gpEIk~QD7x#n&lkD7g`UUgk;9YQ*W(i#zplagAtTnZ z?qz%DS!;uzrU|-0htXJkVvaGr-{7-RsS+M<6V-haF$RTwZt1tM8AHT}%F(-h#^7?{ z_7f=`6UeKSd{D`~GNa5if7E=fmJtkP%;F!K{OuWKP9{g)G7v06&3?zCU+i6(QD*j5 zHHTk(CXyH3vVL^m80In_y6$P2Q?W4+NzNm84$& z-)Ce9IiS;_z)lSM#Bdm|%NZp-SXy6ucNS%7_A`FuSecPwS@*L2nE)NqqKxbCq!2iT zHWpShy#-;BqmtA(esFxZ97!>r45+AyZd5gtht@}POdbb$;6iD%Z5@Rsq1pApt$C)BT zon?w8u)i0f-8A&~C(`|_|7SwUKb`3Gv;H6Fz$t$uqL?~(*sn2BesL&nI2eU zqO37d)|e=3Oq4Yy${G`8jft|xMEPgl<^0d8)|e=3Oq4Yy${G`8jfwI z$EONgQRGctr}?R7B^6~`&Rx$*$^w)(L}dCg%k0+`mj9;van3qVe{xhULO4=eUXXuU zNzwRs$Nq2jQINlv^|&jB&OUY7L&4>s( zc1J(Dv`c5j`F<-EMYgu2^ZxuZwB6oxR3+{|{}g$@gg*Ym(d%fQWV@&t%j#5=%`$$a zu1C$0;U<0-^9;uo`pGGYYK9jdpoatIK^8eH;h1`dm-zQ#bATq*Jh@M<l7`@Gqxg~lezrUr~dPlqt(X5 z&s3C@>;*|1vj7zFME-(z-0D;m&KkjyosN;HXTo4Hr6zub{<|0MwP$T8Mz3Sfd#kxx ztvdeyY%0ojpY3!32W*iY|I7IcHC(2qyo`J5nS+jz4Cr;jf(QG$K{{(?r)`{&_3fiGSx$cE?sGfvpz+;BL07? zj=vifgc* z;D5ZQ|H@~q>gbCez2lDt*xuD`xD1Kui0x;O5_fR;hC z&Y_g8V1^euUUz8^CfzxK;$BkOXwjTOBPxBu>s~e?c15KsqARutf2`_tyk9-~ zK=mY>WL6wy^VE^;Cg??^)$%0BT?cKOGVZ!5n1!mg=HF(D`-qvp=l^nZ*c_U--Y2fO z-3VPJ&glFYKY<>*D88^IU7d?!vq`b|ylMcF>b(&>;~I=H77pmAl9&hKM>T3ubt2La zv${$3ZpOf&kcXT}5o*x+!B`?i$s8n{b2h8(l!3X{a_26)0JwD7bJy^0i15WRsCRccmHW^h;sX zMeUGP5dV&K+;aJlRyT@@8DBqYt%cMwufKSDB@5y5-e4YrVN7D1 zg3&r39B_IOUDx&86b(kSCH2{ULaubGe3LY*b5XK$UGE4c2B6MtCESc{p%`*T5}WCm zS)ftMzq|FSi1cAQ*{z96iBOZLa-4a+4p8AO>3TLhz!L%iBHH&VU_j8%Bgh^L+HzW~ zg@(F7NRxk*A;kw!y!g38{jv~~D^cEQtOUKr6?gNlFhi`ZyCci%DOB#qSQID_iCAaz zoHT3OkzhZbbpxv#IxG_^apq71dffX|OJhb7F(?~x7a9&BtL9MRL{%e1XBGJQGTluS zkQwf`Uvdf~Ru|>GN1hN^eX}cbrmd0X8Qg&i5j+su&qr3!>-p=f)iMud+5R{lw>KAs zW$!<0GHOVce=(@7jk>!Py(}oIA94N*|}n9c;9_ z3T~Ai2WwbNAZFk>#qlN=cuA=zPeX#$7fq(Km-jqa?XNn}{n-$1Hc5GK>7IwSN`>2} z-Wx#l{T>zi1RV%5K5%OD?rp$YGQ9nG&u2syEa9-uIUZF!cwj+ruN!&ioN4LE_e4)U zt0zL+hS14FQnfmlv=G4*bx&0J1oF>fu)h^%g|t%}kERh-qbcTu97hKdbgI%hzgdn7 z(k|(#-Dq<|0_pIOR*(#aeN(y!u*~aUv@Y{dmhF%F8E_5WNsA;QhhqFU=gX2YDIc#X z=6g>7<4`qI{p%glZi0!^wWf4e1p*Ex z=*0u61HgVcR85pR8bVIv z|2bpv1h)|sQhiXE<6!{mug872>&hr{)S|#k_t!&R9S=s&knG8iK_mRJ|q=B)=!@1XJj-i~^d6Iq^G8j3ek(PJh%db$&Jd|boqyBs6 zKQ;?qy@pu0BABfn-@xQg#*5=z8HHfN@@GLN+|nlsd=G^VX2Pwz4B;n;ETCNxJvqbX z3IVt3f-ap?2dbn9`+FySz`mh4T;$C@p!M1+&Y$29xXr#oue6omg6(;In|uKfyxo}e z%oiU55{82JlG1_M;Z2`=WAahl!tpqrbu;Mc1}7skn@B|G6T_lUFpVaC9t_3e6;O^~AL>z|ftYXJ&&>A&vM9b@2uY zh`KtNW39b97v=hEowIU-`H1T&k-B3*A?Eetjjt;Ye}pIv1D8!NIi#bPIwZ*lvVrz2 z(Qf}?OQ7tFHi^=71(Bw}rGt9v;G)rRZ0M#poY-$*S0%a^-0qBik`Oxq>UfEM461uU ztKqKT=C@m+`Q~Ih^Truu(V9Ra@{SFL)E73-QQk-U_FsD3r-=_I0;pd?RU#VM`!w6K z3v;Nbj=w4Y4`L=bdf z@ZB}%gtB;{Y zXYSC3zN+5>8#j-P-|6v3rQ4fBUyf}6|6-CSiVwbWA^r^)MTDi`#38bDq#0Z#7Lk&T zDe|3sTw>S@o=-I`nLHV!D~=Fk=d#^^whp#1Vs2}2{A3Onvs?f}^7!^-DVB@G(ZxOx z?g~^60v=B{UEYKZg-9-)Cy!Mz`yvs$-vbrxUI6k2z zpEtLwuSTIv&qRk7=5bWLSE*aM#}I}2?e1@u#sd?xjbt~+J<-8^>3Oeb9;3O-m$wjX zqCo057T5% z_6rzl0;Q|bx}88hm~JG~O)YI1@3Z)b_68U!4`6PLTZ5mNwfD(4PLQSOph>eu4c@)y zcrrNS2%;Nax-40W!I4g!=mS$u5HskctAV$Yi;^c3Wq%|F2QGff)a)HiM6VZ_io*rp zp@_L%{5Dvo`7YJss%qOVq)2hG^@V{F+M%vdwzCQQd6=D3pDJR3e7M`)B;J;xaA~D9 zt$PG$k5jOZ%;wFI$C#RLA#ob9*$MK$-$M?j75k2oFMQ#G{W~rS2{m4wB#|E)Y*^}V z5)a0>(<$sHf8GqYy9JcfY)Pfn`^uSKbmhRC`8#(wF4)2F(C%GDeU4zb&r4?;{{c`K ztqKf?vxa=_+v1P4g#gobSYlq(0b-fUi}$Lp#gM8%0_Yua|T@SLdQE9ep)j zEYyW$GP?_OcWEO#A76^T=|XhVS}Nn=(gNm=I-?`K;3lXPNFo2Acp7b;vff%qw*gL_ zhoWkc)ww7My4xumgxyec?FhpY2X9Ph_U!uk;yQ45mFOET#*tRZcjaBznhWY&HLrZs z9AM9tlIJQmPB1f6q!&@G28t&W&!Yh|II&}*lc0AS@TN`>;CNU82}8$+;G-+KDC(!L z$n$gbB7dI|LcJEBRkU#K4%-P#9X*JJLp0D#3Vr4mW+C-GF zc;p76Y!}E`ML__-*8dznx0(P~rq`-v>+b~rXB9(?P^_^5J zxhO{XsYZRCnMjj$bEd|wF%0TFBOV_?1=;t?Z%)p5Ay$6+{nS?oV9Ohw^-sFKvaGot z!LRo`%l3yGpr5%Y?h?73B%e#+S-EWrCD#C0`7rWwBt=2?A>ZSBBh+D3RW9}8drb)V z{IR*~gfLWym=@h_(1w^-mTsHJHbLS;uS+gfdSKkGoXhn1|DKB?5MCcIf=dkZgDm(~ zHO?qkmtu$A@maKZ--9oI>g%cv@6s>&m+cSwf99fmv>agfDlP<@Ey*oB_0IyS(_jpz5!AX>-df${5gx~i_ zymg2b(l&0PJ2NnXA`Rtvj$E%ni>dX-w<*eypmtnmlAAt?op^nM>`@{bUtm-kWZaEr zqobd%6TOK_9Z0LqXIT*rc5?nXVJTw1d4PYPoEW;@_^GzDJ{@t=TUsgc_T^cLmY1 ztQ?nHB4BzY<3`OJDad=^X)nOV3Kvs5OQPvjfm2yS#rq-^yo$ePc;Jm1jEh&|*ctxc zb5SbDDa_mi=8=zQ9krOGDcaXYoMTYhhl0bX^Qq5%O=(<^_oe@r?GOE*Df+C}H3WmQ zgGo+%TCU`x=spUZ&|a z!AT^~cMa4|P(rBGyAYM|arF6_&rsQJF0ei!)%uk7J<=`dWGj;A1Y+INn5!})NV{9T zoMyHFO-j%x#-4IV3?VH}Jye%asTbLV;u*;mtBTb6Pdq3^ClJkTcDDJa?=h6>^(oxF z5h&{M)6A_=_~=A6nQhsCFG@YZGI7tm8pB`g5=!;F6lpf*GmPH9X219%T)WvW7=l!=wCzZ*~5qv^6}+8Xjd0kFthGS;M3J%a6ykH`hF{=7BX2 z{9`@v!+iLcY49(2l(lK_e{7HcYhkOvQBE)9nVpG9M=nDwJk>9btoRw{U!U~Pd$&g` z$GUjQ7MUTH_U22=DYG}jmliGC@9ir=>AbhMa-ga-@>89QoGTs<`@6wWY9)d~wfFcT zYgvl$PNCJ|C_PPAwvqX=A_7HR>0Ug+75e{faFox8qxShgFcNVzy;^rvqMF=zJ_D-IRqKC`#6PCAp`m4p>)}P@B{o~a(6l-n zW#$fLkNB(xl8X#7%jeQv(f_{{j`E)Vdg_?OOXRuVG@7&}{6DV$Dv*--g=8YZ9(#*{b6f$H~!(K0^hvO?GFow}89l+LN9sAH$vk>aB+Hn*ek zXomf?x6H0)WF~U?b8U0kAFl7W`sZgj3is%KV_)3>G_P?^i7j$-x_*{%LBUY{dvulE`+`m3y zVujk&9v}Z))__sCP`&8xZi148$xF`oSFOMS)y^Q}pI7;N*uFF^T)KQe(pjNl{e;*u0P+EnvLSG8C2})$Y z>RKI+@_pp|HA*%%*)A82)sdLdH0#6efGB^YjBhw zz47Ole=8hisc*ZS`OWp{Nqj4QX%^|K|G%uJ@b3mkQKX(q#QVGvsnCyVpB|@Mp??jI zvRaR??f*M_U=5D)ckaF4-}WD;!AZZuQP$?bf4^VlL;YLoPcL2H~4AB@j{=)e=%l-J=bar>Bu#68)J$s!23|dv||6 zK^TgBsCOuJeKX2f3~JhO*A~%GR23aod4(8`Dz`npwg+X3#WsYv_M&Px&Byl{bdkp> zDYpSzHp(;2ykNsVjM2tF_CU*J9uZi}YF>&lLcT^))P*{esJHN*;B$x7(I`q+)2@d# z1)wMME{pTi!I*tG6iiI-<{?b;Y=~RO*K}pi|GZcCX8nLPrjnrC&+w zMjewO8QYV!5N=RY^OSZr>enS!ne7?I3{8(VI8fojv9WNR-TTdu`AFYX^2{gnM)=J3 zInCA4C_~97sRj=RqO0b{lk87JF;}*|=V9422W<8iFXZeHmHuebc_fG_2_B$NyDb8B z;N1(QH~Q+15Z^-6)@-W^?UlBo0cNq#U!KVEBu5v-MXA%eW_^Ik%T`laQVxuoqnWZY zm0)~GjHjc#A2o#uqulf;sGku0$Ly_=gKf|e zbc6Kpc|52h=A5b4O)D%tSGVL{^@63zJJK6tbp z1s$<}nN#M1lzrHk&&BtmM?`P0&gkq%&(wA$hkcqr+&i^vVsBWXWP!cpn`j>(WlA=K z4TiXgB&4g|S&tm_*IOn@oOVY3!6C!dpGW}LOZUb{nlF!rFC$Tw?T`A&ET{64-bJHz zmz`TjCC_8}tLygqZJCCfT!!2Dh=rtE%;qW02+~1eMlj#q(**SVGlx4gTtQ%y0mfBd z13s}Fe*Yx?JRI5~L)H1=FpMzX?732Y9&R0~BjYzP1g3-Qb8mjq0f)fy=77*`5WZb3 zYDdr#$|z#hdet6}ns0U&K6~4ZVv@KlTc3HNSz@2_$<5|FO!f5{v$gfoD__mCST~uHxp2r93yq?=1%Dw2cp}Qk7vMzDVJSau9`xQ zZTi%Q02fHONth93sScQI^8^OSW%v6R?hNh;3lHAHGR>{MH( zfJJD^px)dWWRsOm#RdRQk^O ze;b3HMWW2=&-o9&sZ!QXlLq&t2VHDAa|pZYla_i8^kdzddX`fZf<)$=j&g_7nJ8kw zwX@aE3f*jqiv>=);vV%_UaF@WxUZ$_Fkh)Rx;&-TkyBJe1666Vp~>UOKzm?AQt=ED ziTioF&w-7YIb=1U$w`6D)jndO-fXzmn{i7-{aiE(S90Owh8?3&yLtUsTyu z$*j}!qfxqSpIJT=&WHP*#l1$i3kdfN0^b?D`-qxGaU%|{{6uqKx%4`pY-GJqJdmnl zgZ-vdJDH1Ik=&bWOgvr#%L?yo6ks}xV|HJJ0`26{G*8}x>&g*a^70~GUa&k4H%{;2 z6-u#+7L;v@R>=+sfUc;|L7xqqAnB#G30W8$M6Ws9lN!#29-E$>9`*Bs z>%o<_R9~2I-51NuFZ0Q*Tr|q=kuTl#raV|$m}<=8c?+^Ol&)fqro=`5a;0`ziO^@TUpw^NR|wYAe^Wwc z17R)xo{lZdSeYbLgvSy-K}*el&_=&(oStrOQBbBc7b2F^jOmWZjmD%p!EE%L z$V|RwXp5`;Cm%h1_!p*rs|ZmprY zXq59inrp=@m*C=|w!^NhxiAr4%+3%$1{bq$bmn$NKo-Sr93>7y;n+Q&+tWrM_UPHY zq}^l~XvjhTXwe~X->b`WO{xmS_VVuZS7ijzJ(><@lev(BHu2VSljE>Xpl$U9HbxYY zh^D0*`u6?*duWtl$>2`apwrND@Ppn8%^1Qu2lAfFnKL^satxEaYOF-+IGIKIn%TH^ znwR?mryWL?y-Y|Ybw*(g5@D`Q>UcGabD0%`6XqCgRZ{Yn#4Gl_WS{7r@k;Qax)-bF zqERej6s6Z@l3*NDv6TXAJg6UccFx}44ULOU1B<N@)2W;@4wH7P4_ONnFMMpp(`o7k?6byC2~Fw!f|J2~+YT}`R8t{;q#71L|(Wx(;` zKx$L^Z~p%t8YM&JLA4i;FWlq{?9|vBNMLin@3;L;8*Z!Xdl?c(M?6?!MOC`w3Wk30 zZV0|(kM=5WzdV{j!Q5ywa8ps*g*8bpE{7G_Vz%V+v@LdGXmEsIfl|u>Tk}oxw_5!3 zXp|*VUl+;Ab$}O5Z&ng%h_*$#|9s3jTpIT7r9okB0FRpX*fPo5_xjANODZ`~31Oynr@NKi4e!=(y* zPPN{4$eyFSvQ|I^15fm?-8g81C0EBBXnpwcZCWAyhMg8OXsV5|G(Nu{jndDuEq&0n z6dpuz4rs{>&x=N3R%g&VvW6Y+Y;k$%B<=$(iw1TYZelCj@f}No#tsL8VUcpAnx59ybQr+tMdNE9izOjb@6Z;H&8CCVSG zc)e~*l+6eSmQ9m1AFb6#er?rLnYI7>XcRoJprXt|gB`g_B2F#N;4fFv-uqfx9tLq&;#3{Ti7 z70Vv|*P~HLwyeU}eXjU$--H+44RLH({Pjiw69GSck)2v4#f|Tn97yk-mik0!O@T#0|gYe-?={t3Ty`J~Ya7_;|M& zk1e*n(YUQDLSZDHOLDohH4?{)cVoyZ7Vx;Hg?wx7T|PirUcfBZ|KQ9_x2CZa4b!hh-|3&n*9 z{Fg^yfr+xfL|I^>EHF_Pm?#TOlm#Zr0u$xGe0OJ#y#*%90uyC{iL$^%Szw~f*)%S^ zu@HfU2rNY4zd8axUkv`+K=>>ZWnm!vzdG-8%stI2SAJ^14O13WQyV1K5SVvS8fps& zAusLTTXdsZIA?}G_!|pUl;1~1`Fh|@W(X@66dQlpQhaE`oV((FFBPR|kI&kGQ}qy} zq(~k|edgO4$$w*?`Mp#WkGfkW)h8q&s&O=-#Rup3|Fcn1rh7Q6xAdHcYjud50w&Nk1RF z{KZ@<%E2JUr>O@j;G+JulC=Wg9=`f>cm9=%;?3s&WMF+ggmRr_9|?*2m-qi)sVGf3 zJp&rW7SPE&c87I=Z?Sv73I&Jzkjy%KM#a6{0|jnVHEtIjq9Ile%7Fi*S8t^ zgXYW6p{G~_32Gwy%@UV>MLl8h>6#o#;)}9rZ=;7{*pqWUpJ1Yl^(}`SMjQ6wjoM&S z_kJRt$~_u3ed0LE7$2a0=b?&w%;5;m{Tx%YI2i$d^j71Q>VAYR;RE1D)7h1XmeT!P-H_< zYnww921)Eu_*$-q$?i2eEtB5pR~dJ)RAw9Y`fTlticrDo&WG#Hl&{1m+t}LKUyaW2 z9T*F*RLtd~sF-R#6zFOO$KXY!r@ZB0+FIXO{B|$!==Zt}?KgpzFHNWV6R$!R&ljl3 z9U<(WqEuMXv!j5rVko=jWoN-92|)x<3T$o8!DC{2~aW zPwCyBkc{K!9`^^WyEYNm^5(N%skwyZ*Mr4b@=eg->#MFPzJu6)X_M%Rb2@nS^jn6U z87@ks`N~&1GhCDr@-^)OqNh+s>m}tuc`eM1o2Y8tZiqc^E;Tl>I#k0zY9>BOUt$9? z!F7@`jCbJu38APcLsICH+Q;Pu3^?-aq*c`+XP_6hmdtxji|_ANE>R+zpNrD;$@iW8 z`$&*3y1s90b2LGth=cV!*C@UxJz2hsUW_QaE#P_5ND3|=a7vDHG((5Ji|f8@cSWFU z=sT~giDJiUVh2N`@vPbTS9CXwv15JNyDc}P@seK7M@3B|GTx#yX^)3j zQR&MLlP3|BAMSrT@nQ%QL=IeJNmx(JD5yMl#U>5oT90&e$5^1g>jiQ;Zx=M$<0h?S zqk-ffFAeu>55UIr!zOA9>gXV?_)*Ou5^E?LvsSU|BA?8P#>3XzFkO*4(V3qe3xd03 zxSZ%v<%sG!)2T z-}<}amemwnmbGZ0W2d%%vowQA*TLJntYT zdK9Dz&z34N)q}QSeoRUm3y@bw(6n1G$B=SrsU_6j5M1kdGS-&~rK>q4(&OgmqHHM~ z+;@IsJ`m{HG^ff62o;@y7jC`$h|KcIT*Bu3#H1$|Vun1k@fQ8Dl50vf=ofOau{GKi z?MM|?1|QWx|Bf!!?xlyZL5F)R-(DV-oUGqOWFEn~=1lj-0C`M4JZySq*=l?THMx9p zpCQ)UV<&Nji^A|?4?mZ}ZP472<#IWk94GhmCS}mYL!JQAGYya+E8mfeq^sB?x(UCQSM^_Q| z_-rmud^Y3%I$6yKr!DS{c$LWa+6@mw`g7$OE{e*7jC(Ok9vF9kQeY$ru=a(>N-}c~ zTx@A7Y^;qacqVr_bNI@c?IB&gZD>CPb>15kIKYF_OB=8|&Is`8 z;NU5MLAc`?b^6Yf5gb(s-OXY_hBr?gO)+7a;i3p0>$(r*RIp2U*I`y z5hW)PR-#qvHkubRT$HqPDM?f-?GQ*TwT&p9af0ml^r6k_7*XPOc_+0KiXZ+WR(?nl z%f5=7j$m=dT~-vKM|gif7p36#R@Pka4j4*{EA}|3GJ{6j-S@bwAKLw^(zg+;KrheW z)LrT_C_F{Zy?%y^a(uLSnZ63=43DiQMSQm()NA(Fs+uz3n2b?~`#-=%nU;3ju~oLII%l{jH_0}ph0kzNMtfhACXYFy#bnZn z^~$?2fQv6h{HiS;wwIagu$u`M3ZocOr8np4lEMAsXRXyrMFbH)kMb)sDycp>5{z&MFj_V zZarwgp$&M)u7-qoS6Ywj_}44=u#=;H#{mZ{S9dtfal{FEb>0?pHmRdXQ(+hD3>T$O zLuV*yhKmw)>c(<`KpT`;d~&gm{r^4}#j)*lY;M>J?6|6hKCXUHaB>&-$^m9v&CJZg z`TX~DQ5d}ZdefAuQH{2G&zp1OXl%7s&(tjw^_ayHbxrNCH>>KFnx7r24Q(rtTcd(& zoGR9N_M4#JxLGpA5q{L(_)b7j%K|s;-qtG-@W0PRaaxq%zn{sUZ;8#PaweYMOWhK-;(U1dqQF4pZ3DOHXyURvK@;x&NQJFnH+&Tvs` z3#Si%keuP7+ zp+e7g%Uz*BectQVB-4k#jsDK^P-b=Z$8SdGU{7J-5f^G7{mHE_Ue)p4_B z+L&7N>~L+)CcGzZQFyai2TwOyyKxTu`?)9r;pyg+y8wo%FB_^1THEvG#+4BDewEQ=b}`r39yiUa7BNbDG&L= zzaAGQZ}i|9xcT$Gd!^41(^E=(+u`M~>a`=4luzisko^{4Is&!gas z|HDO5)7tCi7-dZ%EB>qv>o&iysGp#38Dbdj!Nz^XL z&1^A(D|;vXZeFsOxBj2=Ct~&@uvz`#qQ7mpzI^i@h@!4p@qEnmPw(IC4q>uS)eM?A z^OtP>(EQ!ctnXR<;eV;DfKx~r5jH*aev#Vv*Q26rRO;Ywf3p#acAM1SY7+m`=l@4$ z|G`p8x!9hWN2I?uIhmAaCq$sq+56U2Y#F9}4(j=$x)tlQTCYVsJ`W-<_EiyERli?U z`42ApKTxfDxiXUhgE@@l?XbOfrFGtXk~%F=Q5L8ue_bldf8ZmW9SFL|`ET|Aq+683zB2in1^a{%;8VA8HjXTlKG><$)_DQ*;fZe?2D3FvFEI z&pmlSd^!60xbn_9Y;f|dG0gBQhi3K4G-Av5r_TJH1TMdDZln6PB8aXew-2+Pzy9A@ z)c@B>PYuz&kuvzS`AS;p_W8m*Q@B(4SagXV7vFift-yR!;=}%lrR)Oq8V?BXy6)CxK4J zMXf~1+5A&~_dlyY{2x_SeBDdt4QD@H;_bJa%R~`*HyjwD*#`1~$?|js|9ZyDkCy!Z zm40QSys#WqcT4n#(5se?=`ZGIqQs6L#%=cDu&0MgIP%rGIr+cs8}#OcVm<6X%k_T0 zS-`yc{7*AcSaeuf5*QtUg!I@^)-#X3`PAyYSazqO7bQ z=1?;C1+Bwd?ilf&oRj}@KBc0H=hbkZA!@(tf%)_QBeMURlF`&F`_n~7VZtQrnp4YM zCQ8~WUttm%C#cVDTy7ZIMCe>;#Fe+t2O5`Kc~CbF%<=PUtL|S|!BtFY3-wwBU-kF7 z%&C81TZpPgUpuV3y+h@YZp^&>|JUXJ-f0PjEzyPwMsSnt^0Pzb)r3yc1NKWI%%Jc1 z0fAE?EpytZcTRe2Ns1}3>r$~uhutHDOBsaOshj}uf=?vueB-nA@q0UF^?#bBHfeBu zbFmgYs~DqhUSTv_|9?Kuiw;}XAyW^^+MGGjaY6s<{{Lsi|6t)=&i+&y8$-A&u+c8` z=?y|pg8(B??uYl%+1q)#AJ6gg>tZ(&cktgckc0M(GFeR>bD1cMWLC4RQEG&~uPv4r zlq3Fd{_X6tT+W+nfTYPN_ubBXLaE=I#6mB|JKGtyUAq91M+5rtu%%jIh? ziNNim3;J4$GIQefVk$y0;cz1qT$o^K?>{-mf2YoK>g@y9;mG-|0%7b&=Y0NSP5+*f zO45W)?PYzKI?EaBBzAvZ|At}WV;jA>!GptBTmH*jCgK~D1t!Yx$y`@p8~O9WV(2q| z6r4r-?QXQ+GygwZH&iCv zHTP#f9fjzywRP*B4Z+F#vaVKbArO97f6qngHb|QeXkB-6KX5sm*~+-O34$#?8Py$? z2FnX>%lVsLK`X0Y^|n_!Q01+hldP8s>$iva)o6Sq7zr}ddo7&=&_3YTW@rNWf%d!! zGs_>PU3E*6U(_3S2VuTV7}pxoM{QN21|Be%C04! zlY~7nW4W_H`XfX=D#@MA(ju5Var1mk%NI}{Ib_<+`58{?_w^lp6%LMPKiHnz(gx{w zc`r=8+z*z|?y6N#G=op@yOj~W-4HMw;`{VnCal_JUY=&$ zM{qvWF1qD233`_*zDZiU4-(JU?cL5j4vCSpNjGJ`as1RpNq+M`t3Uf+#uY6lYJ382 zq1iy(`Cx*>GSeahnh9KI9%Wd`D?yB#8s5hCA`V*{y*vl>ba9(mQu|XbN4#-pa=c@a z8j=$d0;)KoP+mJ@BbBKh=F{z%_|o8wi4+fxIxud-%DBDvSXEWf?J`rUTG?9kIqXF`T`uO7+!4t?V| zGqX+O-#pLi-^#PE#phPnUQG>waoHvZbhOmbdrUV_W+vo|1=?5FgLx^wc&AhMM-uEaH9!dy;xq_S(5X49f$L zF4x!4nY7RM&f1-@C{v1zvttNs_a|)%G`4|rc`d3G6D2@5{CM}kE>ega)G(r0$$*@4 zM%~;d&S3H+=ty)sEq;6%==79nej*AnHZAjYZ6qWg5Ghv^j3$f?@CV0HkKzU<$0I^h z8;R03X@xPpDJUiSY8|JQ8J3;lCS_D|#pMDDMI1Vs$e6W=eXuJULz5%FlIrY5F15bf zIXTfNn&hqQi$-{|^UJeC8}yKS_v6%q)xua$&ynt9{uPAkP4Du?o`We>|MP-9d&MSOSh7xOQ+{A2OzE%mAbUj% z_dF#Z#l^7T5cvrKq2=x%D3wj&T~CijgL-BB*XAdpBsLUwwg$z6`g(^ZqlbxvOsZ!Z zpWY4O!)_{HiSz4;4Jtcjs|?amvgYH|;SdYlygWH_pT-Ok!M4)JP(lM2UFP9QKNf)M zPb62++N6P{UKq`{#+I3MMb_*V8BCDQ+b^M*?FV{Om^;eqW zqK6NFi6e`SMvfi^2mBJm8d-5tVW%y*wI>K)+Eh_@ksgcfk6OGt@a-I&$-NQ$TYsO` z*}nfbjpMho*qW0HEtZc>S7c-pt`Cv~aD3{=C%eu+@S0jfyu>40O=6pg;^_G3iLw<6 z+N7>9Jn4$DwUKTQ-)P|SAa!B6Ti!@RqIjYT6fvk{pxRQ{9~)$LZOs zk1@rQ2}3kv8x4HsC!!?DyI0;_nh)#lCy%P66%g)q9yB;O_7PJK@p3qy;wPSLr7_%U zm5m7pIIc&F+u$mtuRTvMx}wi3_gx`TGj~YKQy=#hJB&3a2UsVA~t#=x=&SPK*an+l#L`C4%~^j4A1i%PxA|96ABf& zZ|23lMupv(?$eCRi3gI$>y&M>@pa#=HH^D#anZ|(7NHrN+C7yN^R=%o?F^G5;Qc+x`-#aM#h@FHho_Y3q>ziIbKg_S7U!E|iT_H0aIdH*1t#tz5I zZFxs!oY72KFvKHV9oa71=S;73!pEE3_R&U4Vt418z|oD)Nb77&rmD0B>sBstB6DEJ zw#)B}Xe0(<_uZvlmgb}w`=R`K!p`$>>C>qSlg@64W+4Wz>h%F{agS#yT%FMAdpxDd zL>1oO7=1gwd;mP-Zw$a0E1+dr)Dz`yyO)miU<)9t&*C2p(wf-qxtnbfI3Li4j2ma^eCj6>407&rAE2Vl2{(!{3R}u7S}IIxX9l464Wb7Y3!0_2rpat?CI1)0lM06UI@7h zs-%M+QIdM_HeEy5Fs2!f2y`YMVkJTjgI@0aH65^ARxIxsjSdiw7Z*K!Tmbf2<|mJp zP7$W4eaY-)IM85lJ8Rqw0fph(65EkoOqe^^^xRKsej>`MPkW8eJ$3_`jjs>uXdEUe zYK)lLkUYZTe)sxCn@NezK8rh|W{4<0VJf$l+B#sTM*K!oV<)5+H0IRGSI6r#v2P8y zEs;FD|3dEu5sVl9$UJ=91`j=XxjxlO3|X(+Y@}f&LlZIj&_=d)m^?h7QZ4ctM%_01 z6x{FzeZ~T2IoB#k$v(^*&}j}ulo?;7jH+Pq7ea;JggDevhxQxK5CZp6M5yhvQiCVk zvTA(F^I`iFrF%5>p9$y2bOw8Gt-#1l89K@*{J=_X?_K{QX4E2Xo|KNApNMi-d3d~Y z)E1mM$F@Fjbt05Cm%n0?tHub@yd)CwaZDgEEMvW%i8hZH`4^wF!-V5}kv9Eyxcy+! z7KsEEv>Wi2EM_sq{!K1@FN*nbb=!-(?WZizv%RTuYlkT2zFE{kLPd&+o&BGDDq6s_ z<@}fMGo3&(njy=feiUN92Bu99!oc?$r7_ca5?$K-8TjaZ}~HCHwv+1XDPlfBKkmpf+zP!9R^Ggqrd%P z@cT75S0CbUeSTJdoA~zcx$+5xx9`osqrYUw^FAwrL}9x6TF-L4agQ^YnRXE6ceFpN z4Nb!Pqxs4Dk*4VUc(vHMG&A&xSsEi`wH5PQT;sjg>tk5UNcbgbZoKaIF6p?l32q5r zBY1JCAU08z)qCnr!#k>+bbnGf&u&Qa~>*x(GE_y#Dei@W{7w60;SvHy1K_?y1uah_Rx@AC^ zdO)d78+Hd7{C1xkd(wlptCSusmWssY6&ovC*J)ynQN^^bg*K{XMC4xU--I`89mLju z*1;6U$gereInmeBvGDF4eGFzVtXzJR4@tHxbJ3Rk0$c50KKa_(0*|%mS~r_N0Ees5 zZkZNV;N0;wNXj)H^ntrQW9Jq)(J{dkHGUnQ@plt$-rxlvZS6W;>6@@AvhVBzOEHK! zIOZ#}_A-RG>ZzU^{6JWw5=L1bLW2s=H|c-mbpbiK2qvAl2`H&fmFYb=KM_Uf?M1g3 zf(E$mv2Pl`twRvWr+GVFSAfc2k6LXNd4tWF(@g~izPO%2ys_PEE9xaUM84Xhh^7OJ z0~hzK!Q4XX99sb`Y~k4&$``_pYOY?lbHsG;JQ$^=#d0H6bryg0$N*%qamkWr)d2_3ko^zG9|QFzO?0En7k*MNNjx%^x|_ZS26Zn4fvA+$XpdXGq32 zXz?xomIe4*%4hYb{J)9vVxaaQK=jDqpqZ~cftBgVidKnStlr&0u-M*+$uvivP#L?S zVcn|%?==$WZoA+9fhi#0C0dKNZf*?De5JNEK@Fv3cRN(SW5Jzw_||rU2Ci>-(^>R# z8D_HP+;Hi7F+)0I?;kR`2Fy)IUM4W)fwB3A^NS>Rg664snYVX>VcoHkUTs4GSmJif zV{%nCtUJ)`!P2q}1eaWj?NToW5mWl){H~2~H(o`lHSH4ISSu;9CFUJLVxMuiQ^q8m zGdS~UPr3#8Hmv8XmVOJi*G(;!`Wk-opP&29|E&Jxf7=fB__L`1SLw#L-=R?;95q@O z;Mtgt*pa#U%lc}RJX7H@c)=D~)r<{Ucdo@r^1BZX#%xAw&4$V1hs*JTnAGi0sD#QK z8uVdy3|L*H`bH&91+lzm(w%h)j_xwI-o^Y91l~VN-$q{mlh2D}HuUC#O!BT%-K3gO z@#R^a;@#t5CwA}j`@R+6U97>Db~qLGOkKLbUAP3yAIWQZMqC3|rSWxzRvRFRLEhD! zBpC+tTGCw;-Vx3(8;MC67=X}EHa%>QDZc z`3f1F2@?bV`vbzK_iQ0-CV4g5#gT-HpI_Q?>J=lusS>+qt}d24y85paVMqS+kF!cj z1u^L2PLU(jbZBsT$796|K#OtS#=2lKtem=2sGPPHJwvZFHLRxl-9(gqMHr;gaT<7U z=QFOZB7t9tD2JU=i>HNSK#loQ@B4fD3IjamzMkP(MGM;JUR6_D^2D zKwA&r{0}C5^FOOU`HxK9_CP_a$F6IzH0+Xo zhVB69bZV5bj_1R$46Aa~F?U!N^w{YY%LOPoL_ee)BKxgrLdv?vEEk(L9o5N zB7@BSDjdA=F2u!u&9~*xl2B&#r}h0j2L9UvGTqHA_o~bcgD;@Le~QvVaUlYKvIsaw z@7-5_W;0~P@9|_e^O*CJ7PTdAqg5I!2?>axPe<|OuC&_j#ffZ|R zj*kv4nNvR|=ki;r!en?OPGyCS`g1nizsB=FJ#AT-dhGIu6T}(2REGP^|A3ftsjl2_ zVmU!wEuuzBXztAb|7kzJcm1k6E*J4@y2Bc-oWu^@hja4z>+w}U(SCS)yfe2o@J2Z z{yFHd;Hm{C$}ipK)yjLCsqd3P+-mUZ5D1Tih z$^sMQ$9G|&v=D)X2rNY4uM~kf1L3nwl!bxtzfw0KA$giruKd)18>TF%rZz~-rJ^L7 zmXfk`BtiSf$*=pyzMoSAFPMrj+^j$`rl8HkUd?`y}|rEkghnEq8;@4yPsJa%B=p#|8&Y!$mcOlh=baL zRTg@4{J$Y-^OSgaA8O@-w$}8_f0yTb_VkMbGLOJxr$r>)<9|ODr^5M#+ba7E_-OvZ zL)M;r-u_>HMLkA!yCt*+?%DA9wBsEAt-Ktz5Ksf7_bJpBispX*^^L!ZZr8jD@wHXA z8FtTH;q)J-qD<{P-Rc~d1lI{BarN0F-~G(eP-gW<{x1gBTb+;g2BYm`Aw#kObNsJM zZ>U=5GIIr&M@af}=CgmefskLRC`p~>VQ-)L!;SroK}PxWQ&D0lsEtVS!y#_@jw=}o zbEzQrtrGh-Ne<^JyD8*DxyStk~{3eFtkmIv=`Tv;9`H!xf9z-<{7N zk^aX@zfw`=o9myYqLfop-s>3B0F||bevNAVIsRLXb_4|%H9_;1($YNgKOPn2S1L;W zEuKTlb(V1O<*q9%yFSkG^J_fqzwq0K$w`8z*3~nY!shP(#Fg$kcKmWPJbY9}k&_!a zC;$IxD#))?l%eiZzL#U1!CHU&wPT6%Q&E_eyiaDNt_8Y*;U#sd(sSaa`FQlRWW)pL zS-m_y>A|-v?0=2nA8C4lisGtZq-qZJ6RgKf6x!zG^VeK`?Go8$d6gQf&OIS7$)uZ8 z|7g#C6K9nisGc-SmCxEgr~m)Dy#G!r%KzIxsoqI0p_DwJ7T!-xbaRVNO@7N{uyy}A8Ioc%ly&hS4}l)u_2c)osrDY>WGIOH+L1<9iR%(ckZ!qr_ksu4t|D zym?3&*Yzyhc=+x!W;yC%m!5M5Of)Z1?jI(VSg-mSdj-2^PX z#3%KZj~^TM5k8)NH44Uy$=U9W4S{qgbJEBD5O8!my-e>?D-=0OAEC0_5AJ1^b|dsn za5XwxxvGzteB=|9e~%Ixk`o)cS)RC1>W-u|PuTb*uMAZIjsajAp}L zM+u_9F*cIprctPSD>O*zt2%1dx2J~pSt1YLea@Ent+>%>cYx_zf4uIPWSA|#18+C5 zQBdsi#Jv=k+AH57=K9IiF5WMS*#XtkojfF%t7dKTX8mUvHkb2d8xIFzySvLW-nYR` zQT`SBhW0>07SBfroH^<^z)^JVg&gEd#J7dkbb|kgS{3P=-Ei~vHP_eLS@1Ya!l?FX zA3=mi(Q*$zDYmE??t5pm4|=`5jp>-j;pF6W)C(84-~7+=P-gY#K42gmzRM9u;NKM-#uYU+`7xLOZl1I%zed|mfn3qhN6ofH@Ay> z{^oy{hcc@_`}eiw@Yw6!j;cC53)D95jT>w`|ArS|PYnPXb0 zpTYl0*U1pW*lcZ1@NdAJY9)`#V^bj5I<0YUBnl+b#@yeTKZAh12Oi~=y1>cpitn-T zHArT~hlfV*gzT=M^rO7PAg5{L=k(eJwA`0lZdSen#Q`LhPJT07lw+&g%Jdm<&z(>4 zE3(=9KW$U+&$n~RyRS9b%KYFdK7;1pBOv#oBvt;+5ZEU z^8E!|=V9@u!cE)PBoXohw?DpJH-tP9^aQg5>xrGdrp{)k)9_%kdKTGuv9`F&8i;pKMsy9ioK6ARv76(UF80IA@WaHtWhcPo>W$;Xsea(RZFO|~i9QId zYmBxwm;xrxhV?J(oT0UK`04GM2Vj51JT7=6JuJQud(rJ3D-LeelpLP<-LMeP(zv>c z0o$j;6wGA49ktK$P-gXK{~L4YTDuOU0ZCx6#=GnsLbAFD*e%p5u*+P5Tx13Mt}Hb*&y#&2hY= z(8glut%CO>)Fv$7Y(Uqgt~wjE$?<8^xZYZd8BW4O(gFd=d~m-$wb{JmGi;3_<#JgQ z0b(K796m>lf=1_CL&8=wxXU7g(W+Ef$~;MCeeWpLR^}f5dafQGRO1KZ4U6FnrHc8r zYs=A1BIJ_JI&awA#n05bmkHxZd%v8W_|64cGxS^j8@}t${>$CAM`mc{gNjSTJBN1# z1c9i$CwgZ-;##Uj*L}(Pi9I@$yd25dIC;s$u57;zlAe3U{XW$d<5o6O5`#2w^G&6` zr6h;3l9A>05=(h}*!nPXDCh`sMX!6`X%)!uK9u5F|HSjmoQ@`|M3$#Zu4_d?q|s6 z*1gJu_Y_kN;Zp?!&lC2dbbZ|z6Z^(~Tkb0231-=do&DLkY@Dw~bfYaA-;0y_*yn}~ zQnjA^4qCYDli$T41rMy=VRgR$9H9Iut_v}?9=M+8FcYr<;;FSY`|jj(q3|kR2kA3| zU@Y%dc|wT?*WfsO)V~F1;>PGH36%JrU#PmkB@r~QKaYyWudtGhq3=qGHMl4Hm!+I% z#woR~JH6#6;1co0qRxOuFwRbHJ$rpAxE=0svsucG!=uc(ilqKvgIZHgYnbs>9|Jiv z**E{*B)z}oe^!6azxnkmi+7f%z=w}E>D9}#2obdl@6&~k`0`gBMm6YX>zbGJ_rowIJKG`LU zS%>9tb(GK2PkkI%6-u|SB&{C~*sZ;wo4gpkS#=^u+j3z4F=k4&(lJPUZ>MklIRdJt zg2_jE2SC9gbiy;p2$n2UgcAd#c<=t&22DE;s4Pr5HF5g^ypSfRimGCOB*nCdoCGe^ zd@buJWpNxF6@2g7b28%C(F=OVy1sD{W_c*H`m=wGN-g4CeHwi7{E9cWpCfDvv)R^r z>IE*}z&LKco0S+)cf)MW!ED^gT&!rMXovJ#WYOA>op5+dj4(BsI^Iyq8ZTmTLV3=k zYy-iP$VWN0N`k~0W3}(RvSi+ZMs3qMmlW9WuzQJ3cO9&M-%$L1V z3abZGPy0DiK!qel^TZ)etS1QFx3=>GZQ0M&PcJcG(fW!fUi|ZOQK({Nw;ZbUfv2%+ zd_H^#ARM^*`Eqb{8>T9HfXpN<3c6!kpm6oJnAkP`+?!-<9AZ_Ghuh}=`elgZ`*%w z)~Db4|9Aa4{|;ZGkGWF0L5NP~I;)jlgz5CDGJ^{ZXrFe*cUde6@rng4Ps-F4WEx3y z@wRtB!P2Vs;aVrOpRP4cL=E)U^vbB2IUe92eZ1c5vM}<=Uu1~8W`pmf+zPv*#c=A? zeU|PmBzXB)pzMvkPoV1BM(gm8ub^fp|2z6JZ_qrtVO)mg0jR%t&Slzb2DgseQ>QMk z0de#FSAbQq(E_g$Y(^ggCO=@nffCtio*; z3lu++-1web6peIv!WzcOP_b88YFSnrtf!Ma!c^7?;g05U&Rs{rs{f%(EMFn)FwMzm zpwfWs=<@fAic5h(R9;`cS{M$RTBq*qt_6kK?d4ilz$j#B5GYYh>bKX&FdZq`Q~qiK}~ z65Lpk5>;5W!vxK`3$_T%a5KDC2fMU8jl;3?hPPfwHG?d(t)Py28%*n42uZDRhvij< z6ST^yQ1oV3b=wXi)GRKDoBCP+&p!7Bk!|DyBdNVL9m?gv|GwVo!$WC!`r-43y;stq ziz-m`*!6ybE03gKj4cbMi{B+WR2_nyL}uv9qrikX-Qnkq^K((ms_51V_h~^|seW!> z+#Z62gj3Q+{yX>}Z2H5MO+Dy$>*j~f^%1Boxq9msZVimyxhcc@xfa?kvZyBW-h{)I zYaUyi)WP18Nb`hC9H?5kJcf8cAJ4wNw&=b;A3nYHl(LC~1RJWVUu!&W1&tJAUuyMg zC}3%Bp#Yoz)83iDW7Vzw-;iXUi6jacQj|!zuO(w-p30OlV}?wTMCJ^cG8ARXkTD{m z5F(T@iDb->k};9;_ddE$ee#~;Jn#R1{_pdg^Yr=XT6^DXuYLWlYu$U_d+oixdjl6G zsy3}XYPblBa8KpsO|XJu#Ew&4w2y#p_ONV8jv#cJ2dX5{XF${bS}_^!DU4sm&^6WA zZHUcN^8S&~bC6J>9C6TU##8&);GBrgD;}|jaKGbYCTqfBILhlde2YCDreEhr z9rpf!Nf#3!cKd{jzV5iLi!WylvRr~Jz2`mxslVx##|@^xUH{==c_>)>lm0{A-motp zU}V;v=%l0+Cgz%+r-w{FiWOUUH5$`~dKgzF#x6Rc7F%D>Y6U^`Fm}k3&=7;%j%fQm z&0|Hm%Jv6w%1$6lg)-er<262yP$=@ ztP|B{ypU}fa(y8q1>9w;2-}{GVX7XT=C+@i2Gcy&)u%H$KquAyrS9o#pbabzj&fI9 z&p(!jg0(;C&$9BA$`s)TyQUM1D>sBNWlT8LNlmwq3w?EF&Qu9{8z5tsLSK6<3e<8#H-dFeE3D76Q4i}$Y3TzBOd0{WbnG3N%@nl}wT&^Fp=)Ll^ zP2vp%eO&3SaFBtan9&*`OamlsuUT!pA-=93%R|B1pY-p3K`9c#iwm>wwD&YS;9=5l zvPmfU_#y%?nF624ICS#tGBUe+5N+pT!eR59g%+X8s=b-yXr$C(K zRwu8#rM)o@brzSE?sK!F+K&cz0v~+%-CUH$=`2ph2hMO5nwc+^3}dK{iQLvB424>% zp0JEyJm8}#nxqr*2A&AQ-cx6vU~m&g2|aWkLe;AVh14l_m<%4N&iBZMjyeyTMi)~64M1dB> zN){v*6mS&q*8Xr57}owMLbl4u85?V9MTg+4N=ikC;Av>A{inY6-&Sp2c{3-+ zwSvy~0-=FNmM^G)>}7t$RVy2T6K#LDGo zDTFtz|3}mNt3UV=`$6N12h1kaS}0OOUZk!eHN7wtSf2D!uEVe_s&}(=oOGc$& zQ~jq{`pgROwP3F?XPJ`6pC1qMYdqGMu~-1C{ZWgY+x}JL8XmE|K%H2D7KSq zcTeQpfJgbWWx0{@IE5~m34FeL!m1{}Ytwv6KE2%ZXzg9`SDvWc<{RBOE0W`AEdBY( zyTFmHcH(;S_wl7aTTpPY$33k5Az*Htn4#Qy7V}p87=_pox=rKtW6OV!5>xK0FJ3OQ z7zKT?2@0i!4Zr{YJyiaE6`SEvo=A}|(^VIMgQ_*XOz`*d<-gzDU!VLHfxjZ~R|Niw zz@H=nKaGd44}-7cQT`eR|C8kJ@3@)oPMmr~L>*d*g7+3}zrX3vx=?1zV5^%9z^kW{ zTV%_Kp}Y5mXn*<+L>T@!uX$J&{n_9sLz;P3rK>hzwg&cpdGpnG{mf`RTv+=fc#p?? z1B15ggx!*SLx4{SK7r5m&&_J&SnZ@kn~frZ{lpIc;&KVPP7`j_oXtxD5x5w z^50+6bXkAQ`p4EAOJxxfdM$0$5U#CPmz}o$SkA^;|GG6oXK4mMwFE;+cgb%1hoj%~ zNsHF^h_yfV|JW=(douF~96Cv4n4hIj0xq-0-!AQ4wu8=8Wf;)?0-kt(KYBicSP3?xr*H#+$=Y?(VsB zQq)%+E@^CcI8&yJ>Eu-D2;Rwxa*jy}DT%6}^bbW@Wa@uTCYGDP17)lvAbFcO&fKS2&6m9`Ag) zK{Es|$#x373jcqe|67#rpLtUrfV(eV;BDcu#rz5f87_E}<8eC%NUC*G=#8ho_kS!D z0&9Q7*K*l}cF@5K3O)`Q*~SNANQkruBSkrpjGMMW{)homArPn)nivEk8%y&FOrzuVUc9@uss8_4ILZ&t z)=MiN(n3UL48g3X?qkMu8>X;HcrNw8QTP}}dDHKrGbRtUV+5%5V0r&?9Dn-*jQ@@U zp;02I;HyTUrH=5xcRkqSKGy!&i^WH??(X_4;A0?W7Z(z}L4O#1v|_5jOL!godct{e zb2v_z_>0D`@BKVkCxX<Dju6*m~n_pq!rbFNmvq;l1CX zOd+4Rf4SbjIrdK$n(+#3js_cprdq`lC;vK()M5Jc5gtQmG#1&dVvarj|NX{9YUC&$ zUY3C|y0PPaTpKC*t8aw+7NqN;;NUX%jga-n%>RCC|NEcZvDa%f_c;eoj_p-fwZTrK z#SVXC?GHc2?>mQ_-p2>FnpX^_oj1Z!6pKz>dzoATH%kH*9?@~g*EWxEMv_9ukk0)ai;en!FC6B7JKvP# zhe||h9Kc8zyo>sz7Y@x8kFymK{cqsN|97sjH&dmnjetS9M!AB|=MuBX;_P zTTsmO?8W8PIiTQ+y>16}(D~w_Ige~M)M{jkRJuq)^=r!9qfxh@o}}Rx@oPcgsqfaO zicW?AZml|wr9(J`2LQ{-C_FdN1mgZ|3BiF(7;j{m zO3rwP*=n^kmu~t67R?{)ccmJFnsJt#O!FKlv}uQyl-d9Go8=#&Q6j6w$K(V2KyI&W zVM;+Drsws${S32T5an|>h0*-O5=8WepOchEBX`Yr(g&nek<$ZDz5pF_bg_l48;{F;GH&LsI96OJE%dT@rQtG@9dc`Hsh4z%gob?9~PwL&P42rlYpxmkX zvFc|a_I>ANp%ej_{kojJ#$8~Rq0WEW-v-LJmG8)DX$PD<^M&J_qL3%sNI8CR81Pst z@gi?(!<}QaP04%nL2SQ7W7CIe%r3)$PnwLlNKAR_vivzSIPG+^oIB|=bac!pneN>j zjq+9Kl3l~7KkQ9lCX1O4#x#3cJ})O-Mm-|aQm4rdODqoWJpGO;5jC+W$P?+GM2dQx zd#m5tqeFEBgJHc&=*`^l)}!1pNFZXSbB0S7MH6(ZKMA;u9`LME3^K|hf^?Dh%(P1A zxJmA0B^}$^RKcCRMstfGULj4TdocoL9&{vlj=zEG%VBO&>MroIyxSr`ryE3>%=xK{ zBtRkSQh|5#BosP-3ukIKgyFl-lwOV$K@6_bJKog=%==}jT$0;ck;06dcaD$^_@4<9 z%n-y!HN(YjC-1xcmVYb~1#5r)I$T^h;OgQU0>agM6cw5xFnd!(=@L6Xqvv}^wnmQ~ zlxTFxni7mpMQ1JunkZj1M5FZGJC{bBQFFE7HPJ~8R5OtGnAJB4U0M_#(DyS%#?Gc) z8AroWsXb1I+71o0Wm@H-F~=#?nGr{Mz+@ldx*dKo0<#PY3G=QC4AD?48^3$D`xT5c zo|-u(;s7dmwIs&6BcM{~z4YR&GANHQzOLw)gA?1GsP&Fp!muxfXiG^IbdldO2`a~f zvYp&7CCJIpmNVyuxSY?ymacJqj|O7&#MdC;rTh9d3l@ojwLj|*-T6fJ5^FR(jyd<` z`e+=6?ARlnqaPNKjN*%TbISq}9}jV>D{H5thU~)*7we5tf4lH`1#KrJ^VrjGDoYLd zg)~q}--<;M>9%+tyH6uRh*^4-at+O9zDsLv)mqSQQ+ZR4oL?fnGG7vuK1{+XR!PN(C1yN2(m#g=?Jw6zR3DIFHk7US@;DPo+-#k$ znlwcOGj-*O?oP<~f-C83H8qr5eDxZWQ4kWm_4G!{MOEaSr~Ld;Sp+)otB~U+q=k;g z6W05P%AgFkH1a@PMs(mV3E_AbIr`SIc&cwO6ZU(ANV1d7!gimgt5ijSK&#x$!eKZA zfm>Bx)*r(mo7YJt17lQe2B?~Tz ziE@V{v;o=ZESrJh4rg<8wh>d!5afi&cFVpudZUVL`z{dQ=OEO4_w)D$P zkUu)b__^;~#|e}>xxLsHJT?E6%i~jGnnt-6%b+bkfLgZ^B5|Gs939kxPe2BSQfpavYP2?&y zL`d-zx>GTsvB2j9k!QW&qZOq9bu0xk5-?^LHT#YR`3Go}0h_eoWLaEtMzPorI57Yb$5H=y-0zycZWdT65P~qKm1gX6|D%3 zc4xnR0J|_$(~$+Z=zLA#Hnos=7@AHwnmq9hK2Ut%Kfh!FZg^?e6JAiD72AoqR6jqk zFc{|Ue9;D@A}=Q(SP;% z*6;S`{?DBxm`un~05_Z_Ioi+P!#KD+xw`yq4E4;j=nP7+N)&2;9ww>IMc;0**!ym? zLSImo-R>x7q_2>@a;Pq)O)8Azm259GtWTMF6JD}QN7y>Z%z**soPwkTO77a zczucgC{U7%!o3B>9yVJcM_$=5nrKJl(sg_S-(M9y_Y2j*(|1C=6ipm?!$%SRs=fCK zL1&ck$dPpC4soaoYl-ZnB@*3P2?&P7wbWkZuN}J90^Pg zFm>FJWkD+8!b*pZ_(GoDJ6r7*GIXSP&XjrdyZ(f?zvchGL!(3;O(817iG!mSe#g!! zC1Qf3lm`qe-yjDePuXl7I*F@lDw8C0xoE#1F~jsjYhhvo zpzdP-58AZJV24qvJ>xbCyI#vNl`(li>~wd2xBoDR8yy#F3R8v!@oU%4#>_!5x6pa^ zQY*MDBh_7fpuBY52co~eHP(Maj`&IUDTi{dAOBFx zz;F7o_UHajzD=xMf!7Zfyf~O9i$XA;0&ApiX}v@tny$ebUPKa^V-JN4PORN&(iat4 zp*V|f_uSw*uHk^T*$CdDpi@EeXQdx8U$R02T6`746#^)2J9EILR9mDuApIuy-eIJ1 zox8(%2RYhXRZ7tC@-2)UZ)VJIp9hY<0QwIN5#T&9zyI2cPGGr^aMy>(9wLLH8&0IZ zfG2y+@{<-M)=+tzN+NrQ;WX~m-lE5+fGyi4Em*h|ER*H-9p?Imu@6ye+5M6U8B9cM zotU@`>cD5GM@NCCz2yu&Xx6{~{|Jo|&e6YbD&aijn&sMi#(H6{_q^bJVbg~Eoc1(- zkie7JH$?sVp=B;=!R_f9E3-jwjE&}nOzhF3MVw(1jSBkOxww!tYlf&3`}}HD_)wK$ z;PQJGOZ0(1`q;+<2T^lq$`-PDT=Z=>Kl`!H7hqe`ttgf_3WJw$Q)XR#AP5y>jg|zOpeEJDud)3hb>{3?}AsKJP{l3 zCrrcx=UwUkjOes32ghi^WiU!;e^z5pj{L``-rN~m@BdZ99lzxtYk$uFVMU#TP;;hE@~s6OwZQx@n{-?jG-2F%e*N2X~q z8X3e(wtw59HY2n+{P3Qu8z=fCs?g?JVv2UUbe{@c>}u79;z9Ate)5mOxIQP9WtI;v;ak-kQMZAz zWvWq`oGd7M46*s*=L5?(soBFj<}seD9}e6mqesuFUD#U`z2HdD4x>9cBq-OFj>{%u zT|Z9Iv)}ap&HfYsvzCv-P7}uPa2UP~ky&6gzxZ4sjjBcXA8rk0cg-O3?Vg<`%E{;; z535h#Q6m(6<&I1ihY9kOX+C%&{}{UGU#q3CO&9T=4LN_EjSWp_Jy!ENY>1A~o*N7= z+lx*U4te_-eue2>1HvzoI-pCsf?qSM4I1^A3mQ+_0nxWT_}leTV0$OaJIbeG@OkWG zn2K33WK-ejjWn=<-cIL98q!*jo6%*+t3L`1D-om9tvN8cl^|*5&@9FUm+88@2Nf!9 z9c^5ya|7RdE#E?CwjkTY_cp;ao1;+(ciyF|RMmyA9TwiSY(^L=d#wk!A1V=^t^PH= z;z{(7&)DVLt!O0ln$=keO%#2hUs(A$6EY{@ ztg88T3f(9VI-Y>H2idspIJ5L-4z$zNrqZLDV8x{Fx~^LrB#fCh?m1@<^rm?H4B~-s z#pZ$qgWhgnDX0!+_)r3bMm^&di~WA(h>X+fB~NWX1LFdYO|^}mK1 ze!!TMUea*NB|`D@>ZN+e9O1sgGhU(X%W&)bampNn@4)VVfJR}gIW>DZS^eJ>pQ@NGy+-2iA6?^N3_vBx-F2zNvZ%!NZPQNv6X<|wHzqfDAF7S( z)zBVNMT)n-K3&bALx~*rFZuDc(L>qE7uw`(DBkb|?j4Fn@Et0AD3h>u-qvU&x;;<{ zR+)=0loR#gq#|?QmkYsAK1yZAcw;Yo4m2KWe^mgMU#>j~pxFse)rBfs!Yd$BYfyLG z_7IrTr0E*OrNNQ9@rY@YNzBMFukO)zcqr$+h5o`N8%UNHXVasa1>ZO0%vT<--8=oS ze^?|6*8bH0OWejysGKAr;`&p3=PmM>%roP2x6xe`A2OG-`sgLoNKYw0i< z>>^0s*>}W+L;}f^#BOsw&W0SGEmu68Q$otGU$zugQlpBP0To^mRpgakQgi+&Bf5`q zRx+^eg!_7X@60;g0gqb4y{`hwAr;Lsm{*;INZK8_xaK#2_qaV-fV(gV9^2h`?q~tb zy2oA!c*YF47n>6Fvmd~f9Qz;@%Yz_R-x7LMBL$w5Xqi&n8N;xA=nwITUV=UzK{>Y* zCg5^Y_K`}@7;uY~I*Q{Otn0@jQLy$W{Wu>CZ`RC-!5r;^-R>(0^PJh7oOn1LjX7y< z3*1qU-nVylX7SmeV+-u**2$kvo;^Znt4jF3xAohRx-8Gkt41j#rnIww+lB~* z_MXNKbd*J(!IW}per+JkF@Eb!s(!FPCKnn_RsuPWVf(UpZ^8Tv0~}Tp4Agyl{ap63 zFIXR}iF!B11aB{GK~7ysFt^l%8-_;;b4kuGL(JBWcXCrxu{d0?^pQ4g*VYuMaFecZ zQXj*7CX?>*J2eBc+mi{*rgfkuRqp6l+t+|^C_<*vusIrq{CbSI^-|o1i*`^s-M==D5XW$Gw5RwsbmHOz&vNSyNJtNqpi#^OtySljLIZc8GJ?2{ zkVOgXv|I6vO9S8)@yQd1uCc)$k+_elY4MQ%Y-ZOY8v(T5ZA!DoPXskYmu4761FE;W zi8`iYf%_F_H{G#*3<-OPN{ZkxP{;3j+mopX8IPY-l2x>V{z}2EsS>I6{9}4{ zaUD&_1?{*%ov%mhx!ZnBmbs{Pw#p6kOr?ULkDvtUjZ>@V=c=QLH{NocMl>k;Mm=2R z;Y8H#t%90Fgy?*pZ~M8%weQ7ZWJrh1H|WXFv%PlYC`u0JIrU5gA8EKSJ;bM9LqR1r ze2ndm0rA6)hYOT5AfZzyD*A=Yx_>|U^C`EM^r=BO$oB<2u6@9n5`ss zJ+w>^rT(bw8-65|xOk9dS-r%B@iFSzMfU=$Wye<&j1+X;v$PL0dji^&cZA!&99?f8 zi$uZNpZ53j7&zt6M3nzDM)*%L`K$O>1peb9P%y)F$jG7Lk?8Zh(C8KXKmE;ct&6wQ z%pRx!Ud}cvRh-mK^+e;e3@aX{0DH|h*~*_NH`M>LF=1jJTXer|Fo$QvHYx=|4>#!f zwS$YXj}bRrTjjsVcHwGACzbN#b1qz zY+C=<`2EqAOA?pxTK8Fjm#*7Yyvfb;|LSo==HurwFfZ_;JM)sppI(1?{4Vl)N7X^C zs6JCqGGkLckFHOAsm?Kky#$8_D|ydsTK|uh?|;r8>_d=P`(rD{oa`Gxc-p{XDi_1l zZS<$t|9hDzVruR0Ziya)!7Y+b3p(FBwut8BcjoLLP4uSzV2^uPyXgl1F%@>-48reK!-oOF zmQiJ6!VUTViwW}Y-4!-t!u)%y|4ZFp5%?9Fc6MqqWm=w{^#x%d*<&}5Pvd; z*`?~j)8{vb1NKe~arnR935`aFO4#{1F_g+%^)xuS(Qe|?6(pb3(H}h;E3zhErcNsZ zMa9>oZ;$gZ__ibG9=UtNm6K7Jeal4OFI%iI{s(7pC2o3qzVaq)RK}B884L=0s zO~Yz6SaaY*w=rIEsl^}uLTF_2vx>ztZ)nrM{LJy-=2QspSp4(1Y?xq+28XnQ5Z?y< zk5$CJ4zg#$Gm&u5i^9g6>K7vMcJm=<13K%=et1^@|7Q_CK8ZVV-X^DYV?hf$_3X&W2TgqAP8n|8n(%I+CZisH275k&5^-}1$PoM1- z?*oqbt`@S-|Nm!^7JZdZz1))k3-~yld_D)#t``hX1!5@zSQ-S@{&4$a)FAJ%FK6K3eplwKe)|pj32J!paCPgT zNc0ln$b{>r{Xg()%+$*>Eg+yP<9eefdeizpJo)EJzfw`Ojhh@VCaOaqM=$$!(ozid zfG$=oc*o`OGClhAN!)&`D!%D#%t|mfjI=(Gyxm*FXo&)(<;;mj$h19 z_vVIgs>iMgr>~d39#Fi|tcQ&MruBb#@;@sf(ucaNGe%%URxBVcT#F%mvOPvhzz;+l zQ-WGDv9sc_{T^$7?2A`kXYQOv1dI(BHRScgZ_w}PyL?sq)nf>OVYRF7n^U2FwERCS z{Yr)Tm5TCftKEIndvWKTfa~S;$oiQs4EOcrh>U|~Ky}+cxlO9}yB=)6$J!sQ%(BXd z?=z1C|E!1dZqf-G^eY(==fp=0LY4c4frEydQ*r3^1P>2;KLMK{9!H})8!19R_Wa+M zex;&>CYG13fF~S`qU+rM0Q-IZvF-WQn|rA*Xh5@+B(b4z8OEysA7?f>6!gZ153_SGsZm2 zsp6uPD?F9FQ&z?`wn5LY?H!yMq4K_!4809?T;wj45AQrImijp#am1R!vr_zr(<=kRm*$= z7Bxb#7tZ+ofA9Z4JpJ!Wq=)DNqUKECp(bfSw)|6!Qg&&Dk+MB-rc$Lh?;qS$|Fs@G zif7)mK(8}$EL|F7kLuL%4_h57f&=kHbX z^FTP+->4}6X`|q$lqsF;YNbGV{vh#tY8lL@IU~>)dw{6p#ZG)JnnM^a3q>ypX+-LX zsC9jD5wRf2L(C;MB=MH((3sr{(7WiizY|Bub3{h2u@@h8wauZBkb|g;Xp%7W)glmc zWz-)^dkxA_{(aQG*^s&I(&T-~yRc8c#rjZ|EWGF8;Eq2M1=JsPJ@3_X!-0F@QLHp! z;M?z^dSHBQ6vM}2bokOOSn(>k!gQAmrb0`%bJA%-i+<2;F|ufk?Tl2+?bmr^Begra)7=wqc@H54cNP3rUtVPVoL*ZD{~PqBX;KFtUW5vX zTWs%$BS0zOvnH``7ufHMlV6dxfypyDn(8Mz;ox=Q@{2~|aIVxkE8*lI@GG$4$&G44 zyqR!V^6P9k^fWW;h|m;Fy}lgn+)MD0C?l~l%jGxyDttH+ z|CM*F{kac(`oMO!^Q%8_89eckBo4-`IK}Jmf(9W?`Hap;=sFU*C6crcEN*o?&C+&)2CK0fyIfy@ zp8mHb`4kLr`6i0K&YT2oRbgfZFGDze!qi=%q6h{CRz@#>T)<>8a};Q15uisQ{>DoN z){y&Yg((PwhgkPCIvSOn|4l!Zhk~^~>;E8{1hi(su!kdFFIhSQ<79hYI;8P4n&|5n z8C*Ch!TWl|`txWiVx7XoXI2}cI~Pv1k{7umtJR|mjKbQ;ujwdRhj1#A&B3j3YcWUB z7vJ{BT?|8a-S(?SK379Di^yf-B*Od$_yx zEnFC3vJ!v$jTAL=ks1_E_-~ii_WOYe?{*gt)5kRD92E^zy;QL-RVuh<>Mvs|~IbiXY}w{6eON z^7M-q9vZ}=(zC31@=FFNeukz0Yj_+|X`k)$G&Df?CYHJ5!*Ek8i_nwQ9je~2u++>>Ld9V0a@L3@B+muDIM*}>$EL`M zw5u&a>V)TMTJw5Psu~R6l}-$!x{8V2LsTf+{F_Yoc^3%0O-+#akQ6;#VE80qxPBJ` z%R|B1pYfHCT#h-?8;2+B%gWOkxO$%~B4YSK(%Y%?e= zA7eJ3#U)X~85Z}*HXGfIC7imeV2+YId&uho*SI*130HTPsv?>y*(Tb%Ug)$25trr~ z2dOCJNz|KjzG%y*;Tjn(c_e5Wbmf{aKN<@vC6uPZN9B9-2c{oT1PjBC^h$P#JzZ|NX5qPLz5$==t)?ZyQS1mmaKIVmhMm7D#-fIN zAh=Gr`vPij3O#>JUJ_;Xmrl(XUqr(?iV8~VlE^?W8a?r6M>AU{o42D zC~GIzhwN()fq?6tpQ{=H>SgY-6|TPt)>r1*1qgAGJyBR}?*VJzuu}-SLrsm`^V7L| z6#@Y_z4_f;j}C}=*qS>LPY*J#%kM%jv!MGVMBL7od|>=+`1=!7lt^0E-06DJ=3JC3 zBRE@q(+h#$O8pV{@_kH~!8?@_(Q#C4AmzDg%qoFsx3i!Anv10UPNgXDSRp?73AJOp zToCj1Vf9{bbySD*E}xA5JlbW^Rz@KMsLyAc;E=_6WXXH$#E23?fmW~hg~(WuTkb5M za@!0H%W4}pF0rAYLQQJd!iO*-|F-4%(XFUIrE-^#coH1jGV#v;8V)-7#`o(=uoc85 zvDbgyN`;CF`;=n%0-%B?!YA`o2Y9dyH@t182MZl48R7r0#pRZO?=g(w8+Eb9*F?=%UARk{Dc2YU`QS zC`$~oR>Qfv-EKR&A@@|TTSKG3n z6Zl80_=J5S6EW0w(XDZpz9b1YAOEiZA8=91*xb&>$3;Sv7=Z+C_S&ib6IGd6P(M0% ziX6}6Dy_t!NM$)*vRuS&rk+eYVugCGnEUrRJ0KFFK~0v!%IKy^Zy@!OJxcycni3H% zg#7I<#ZwPBAoGA5ojJ=#&}+ixw+`&v5lv&UY3t++L}hn*L>|CFmCAM8oELAvOz1*! z%DEx9Uiy^y{Ob!~mtt8;**O3Q&h3h^cqb2?7rc9)@_vMChqZQ!^q2wvM_WmE_A0Qy zN>8aigbz}48P3_%%*e>tY#WoT4|wjX?^h5dLo5wRskjmA=RYhD1#5pk{xw8@A~!wj z4TnhI-B4-p$Ba1)?jXawM2Vkxp~;a%;&by+)x4oRq!&v*_t^U^I=CY|q=wG{)pP~E zHd#_eE*VdqI2ElColMD!QTsupl)Q!bLy;XaAb=wm3WQLL&1a2!nOo5|7sk?Pzh1EL zOn-bd?jw+zCTqmm1;eA&D%aeWI?yMOJ1xv`8lpKKi2KTPz*m1hraN^2uf{zz!2pmP;UY<0~DW!f+8MOLxp&4`wF2u2%H8CV-l<6G!68N#i1UmjZ;>RzQ#8vPa6T zh0MFU9ZCzUPha6apzlU~A#{B4&GB9q-MzOz89;tJ=}O}aw3lYfG@p- zZhX^GstL$JO-u9NG%nd7W@4>8$^siy7nVYz>#Bg76p!WQo-joC#qug4RqW_^lG(#? zHdDk*-M6KYpAQiQzIo^8fR88&<=h_Sb;Ax7c4CjfA+S+tC^|#n1w}_fq|m_<*ulBG zY_>oZE(c|LwAVfc$9yY(sq_PoCwhHyHToGu+|RU2BbEk2>(~bmy6?c*(^UH=lczC* zCrJ#pOfw)F;W_Q*Ja2d@%2X6HLXKz@xm{e+*Yp239txI^@>2i=n{iwG@r{9Hb+3tc?ZZf(hqtTW~XN1TidH5FijS-WLZBki`1UmLc zf}_M$2VJ>q=We}r9Jbo$`aEQfA2{B8fIN>bFCK*)nB2JM^Py#p3nFbV@VaL=@X37aKeBcgdcfET z-5EIoh4Zur94oScgiTsZY1b?!*XFYF^C&9hb*$)>&vAE{@4LVjG>DHr4^L`Vw|&2B z%~^+jlZ>@L>F2w^U)=QIBrpfc?%ej+0J9W)`%;8MB_gG}A*wC(9+e8VKY8dAj&2jk z5q7$(ps@>2$yf{2kmMdo(%G{IQE%C)y;DruNRo>8+K>PdHA_c(rhc#hwq&%eqsl7mmn_|Cj=tsA2||vbAiDSHCGVN zJ?N46^uAS*4KBpJV~=XB0GX80Ef=&8LA=sUMPlQ0&?s11dLQ)xbDF0m;q~clXt?uw zgWWoJd&Yc*s(&veyQmH{1T zKT)Znpoxy9oAg-S*oAsakEh>=8izfD1;)#9wUAdAPsK=E0d@+u`J4);0CPn@&V%_j zT#m~vCX7A?)-l-w#Rm#ul0aiH8IKi0)fS5bi7KJnfv)S^Rbg;VBD4QYeH+v)+ue-| zCNaJB$tqmAxX60-wC|M>DQk${{$ zt!+kU_hg|epfI(-2g?(6&SQ<(uq*7j(a<0xc5=gIU8(p%S$ z<)L8hPx=Lh?n*NPg0cQfD(~&3FtVz+OsRTzQ2w)9hH3hZNLwrOdDLS|bZdCK7?&6~ zG942=z*sDVk{pkpld57wU&f2V?7!X2-&O#83Dy$(ZB^F&`^lgA&i!!#85!`v?&OX;(=6r`;~ACO9hviuzM z+~TX?L6}cp;gJY19xPwF7@7p`2eJTSMJXardw#z18qlcKl6eK-!PfcSfU>^S zwRcy{Z|jiU2?5L=dc+pjK}lUE|#rj(vVhg-9EAr;1Uwuf0Pd9Fw|= zgC0NCOm)T`2O+sLJ~C=#sNqoOpn!EN;65{d!Rkhis;UN_*_d>J)}U%N?NTAki_#vC zzT^VCQ;JN>YHmVfVI1iS9%e)SwUC~p%o-1{;O*W!Vtmgq;>E^e%br$nB)q)7|IRZ^ zT^qUJp&iz6{4i&irAHw~wG56Zen^GbHeGslJ`$kC+b=9M6bHiI6LUt>HYc_>)> MljxsD!JYU2AL|4V>i_@% literal 0 HcmV?d00001 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/2016_templates.pkl b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/2016_templates.pkl new file mode 100644 index 0000000000000000000000000000000000000000..ab5d0b85df0fe11eb2cf3eb3a41eec05176e0c41 GIT binary patch literal 246418 zcmeFa2|QH)_dkw^itH_tJxe4CA?~?k-?vcNciDGQ)~pdBDkWN^)sm2e7DTcur3G!; zB}9_{R5POt4MN*Yn(aXU5EgkRRN|NJ{ea-<}lyI7)X* zFE3v!yOg*^4vt>l!askd#F4A~+$5(6gr=zfnnvzw>0+Cr6-VK0X=Uq-*`YP}we)nf zbhWlMcXD;}b4`hkqjItJwzRSIw){EI{5KGbm7ANF_pgDQy{Dy%u(`FHr!6+hVoTRu z=6<%0_72!s{OTm?WSAck_2rl!)3}8yDppp8hAD9ibhjv^#E}^oV1DUiel0W-RI~N= z!t89v?ocW?TDf_-xnfNA_DYz;Fgu3wzjw&D{~D7U{Wja%{~l9#d;c;lP%$#Xl&tVG z^EkTSA0I@|iVV~tA<49x#F=ua{*{Lb<3Sq#7P{oBa&R{&K7 zYzR7hhzS!u2;Ri>SC|R&UxD!ERoGCf`g%H+p5AV*`VMY>ww~CC%P|qB@n8Z^?OBD5 zKaCfg#x!1RHcHcGGmQt6&D0)THq&^q*-YcbW}_jhXl?1N<7sQ>=;`Qc{|7hIcre*a z?ZIU;jTf8E)ZXRTY;2uvt-U?nT+JPAu$eGoR%r?=CJRFAa_s6%;lV~H^e|#0yZHPW zl@=3qk_8j-Zwn(f+9WGB(%)8kY!ojH*S6ToXfQGU9MfXwxZBuaXDr29ezm8M`$WHD zd-11<8iVrZ5R>K~L%P5E#rzirHo-q;{oV7J_W3z)qUUi2JT%tuchBRDf5BsoE3t)4 zZj7ICm@x%RX~%?{%D!@%7W|2|5*vKVT31Oq@T*^pjfaSAJOhKj-0E=64(YoV5glJTaod*7~!hFkZ|pfCFXRLVZgYcW2ua z2dX%d6rW!g;GY*^5_P8E{^eFyN|xT3EAG#0hNHE!t(L8~Cg#53=K-sDT+9NktoE3j zxLA5Sc)A4Y+1l^n;ow)cH55qkQASmN-D;31qmI9K)Jfu)U42~KcM1Qx6L9fy_I9-N z^t9ZCXz{W7aTLEMro>UY+Wel9jJX|&NZCSal@gVrm%^`3s>x3m zk>cPRM`7c=%iZ?pF=Tdnxln$3 z{4*lpP4Y<$28gadHPvXtpzvp8WL-?Bo;UG)KImn8HgbL#Az9WyolLQSpq|+>+QH7^ zbZYn|@<6{Rx<>FR(e)~>JZA5-`!gcke!D`D^$XE>bFIg@#>)%5f2(&_-?Zys_rB;} z;N1!TC3HQ7;?;g+xc}WDnKy&761n1Uw;+9pMO6=Xz@9#$`P#1|BGc5id=1_$z&m+Bfu#eax`D2(`Z6*$*$T!h-z#rAJ1*XI-zuLuxB2>QO`?jN~+F1uasfEN9#nT?8At zzA)~uaGN#W*Zv|Z>#g6As-`PGi!A98h78hyT%BS-@(UQWL_KDWr+2W$!k@bxiO*gC zY~{8uvL_lD7Mf>-?J+S)vA3_<9%^ELpPgda~{ZT}-;j`%Nd$fpF zI{#qC=_1h4rPZyYoPE7>t&h3JLt<_iO1vD$>*>YGcY!NqO7Xm9Rk$mzUH2XDpRAj@ zbK`2<{d};qr4PivW;Ye2si^ zc`ecT?dM=!uNJ}w+!q9Wc}t0}msf_%T6a4?To@Flc`n3HbbfQK$GOH^5dG=fhAX`I z{+g_hA1uyeJDvFOe)3LlX1^tZ@O|^XW(y->gzb7;zH`7D2uO7s(O<|zG+&5l&wI;_ z{NTsoYaqPS4Hjb<^|Pf)%$dJuOT|WFbmr=H>3DK8W~}E?IK7t9^1u7wBFHt z;L~&B`B^>U`)jWCG1qtzir|r8BY@Y_WWA+ICm-tc=bzU9^paCh^1gK1XB87 zs|D1=>$kAf=5tb%BCuDvGV?A#=WBubSk{1+|N}-3O>qTu+1VOzI zUVImqEzk#Yy-L1II%YHCy?T=IMZBN{0%ON*MQI87(;5Cu8u3FPqUp4BHKZ(N#2aU% z969=~9F}zZv&VPE6Xciu*qC>Lj1KsU8aF&E^DnA4FTU zMHmbq{tfG%_OO}ppkwS~p5Rp&*>r<7q@J+e+3Im7{mnHV&EpH=&&l)%c);nErpxI9 zRkS|dZ&F1dAjq%D;NZjHcLuO4Ta_+jmDP;((v)7;8hcp=uX$H&>01#? zfVZjFk;cAUA36`0DhlqMIlomEJo)0LCGhkS@8YhwFao@}*2i4q#U}>F9ktv_kT-7q zYnh`*x2hUU>wg$TeI)&)0c4z|r5f~@`TT*y{eN|9lcILXEXx4Y#~x~*j<7&3@}Jfh zUcVLe7JN0X4>Orje>2rhuVubn)!hIti-wVAY$Be|Css5P<@XHWO`=@chxf$e3Fp(T z3EQd%Yi@OJ%ix>&{4!I$uitZ|ICU66!mW0nC6|cLZ?5$?*LW*-EaGK~p8ot^t&`ck z9i8a6T<3I_i%v$cw(s>tCl6aB^jf5l{0;-4uz1OvwZfKYy?xy9Syt_V0epDCZ1m|O z@%%4eqq=)%m;qFV7_a+$hs}*4R2OhZFMBN-cJ;t*@RsT;K8-kK7(`6 zUvsUGxyI|+lDk~Ld;0VH`wRYhj~7nwXX>Z15gk^91>v&0l&sZ>=6|O1!T+^?#W#j+ z@nZTQdP78eH%&1?Js~33BhG(N1hMQ>3odL^N1p9AW_lo}1hg?c&VF)g1oLN`uiZ1* z-J$i0aKm$mDflz-cwg%t7{@$Qg3NoQF@=)EKcB)}K`!M9m(hB1BGuL{YYdmVw`=y*M3e(;%T~z3yDL=a9iuWMpDFEZotGvzCw-yRrlEeOJ~1{9^b#Pew*Z9j4f z5d@b{#}54nB0fL%V3lI8>s&yycdaMa7ha<4wcIDbu^tfud3l4&TUTu$8gH)kIM;Z& z7Yj*R`qxf-es|hO{+LWe5bvkD?J75-v>v=XgWcleBoNL;&5s^93c_Nt3c1Qw;`s_O zBwH^1P7sFnyF3l)B3^IL>2)=~zZC>)M9yjLAo2MnSn8d4?kfxjJr?y!To)r+AL{QJ zGdVD?SC5G4#rLlyzTUak$6Vt@*}61R+Y90KH2M59V7Bp5&+6&@MT++o&uG&FM|1k! z=&LM5^FKNMf7|$a<2fTKBYI$d_|`uLQ*ZihcKc2;I{5K6jWX{GGtu>TFP2c%kf(?8 zRadq>jv=1U>+DOO^)I1=wvrz0Bc#iT&TqZi!+evRzwG^O?OZ4TtM7y4D+J5V_e|R?h`Gi06y10+hVMY)RW$?Q=#({8jMpZX6 zGeAd9d&rI?Hlo)vF2q-!%#0t>-pbyKL4FhAGZEJustGMD@(Z)WUV(B`21i(j;*OS6xzEO zG_uI(9n)!uu0OFzR@Xj{1`MfewRayTo=^5=2m2E@(?dy}F~^gy#GemJg$tN|aMJ?U z<=%%f+MGn!`@*G2D0YAb*y5i)aV8=D`Z(8moNK%b4OQaw6g1QJ)9Y*f46pqr{6d#} zQ~Z1AAabD%Y2yYKM5A~G$;E0q;9zZ%T;RY?H2(ukhow#lE`=S9>HB%ji0A(aVm1D$ za53nfQs+BiL`!sjo+}2=+~QgcCsGSkO3qOejVHXsq|)Xk4cru87Hd90e1FZgKIR&) zF>XPm$-vTS^>&E%g&&X2^!}O7$IsaY%oul+R_ylQn@4uVXWBS3;rzS&4_G3t&BHgq zaSk4hdrm&H)>G%2)qRu^*DAKKtar;k=SOtCbIqU7-o1hsyh)>EAE@ z_dF63S~_$5$MFSxBt3LgV%3E319}_w{BTA0M;WKIdQ7TTj5166VcANOZ0I`>oG^ z5dHq)$@=|o8*`eZw&m>|LLlhNl@0mhvdofcCj(*z5iVaf@!+xVMAxr!pw8?4gFz(l zyIiJl%NWskTC21}$u53J3~DW^oC+4r`g%2)f7v7wCG(_FMA{}@BjW}o(RkViJi55{ z4GxB1E<4!Us;y-V~ zG`MGMXUa$9)&rK&VaX3f>*H-+z}c|gK_qA#8e+zY@2|Pm$6VvdY~OLi44r^?Vq^n^ELmc7?|(3{}l88%((M< z`)98EeAWLM2Il+iKg0V!HR`Pq6;ajXAHkf9~4PSN`v3V7}k} z{ha@kBhKsXpS=3>wa+s!&%i&EffVl)E6jhN$P}wMN_R^yFME5t6bEvF&=hr&Jt_PS zlv)l{S`Le%9TsajEOA(hvGc2wsFPuSNYs~OeoW&Qs;F3585*Xrbp+1o2&4#Vsi%KzRW-~MY%ZuHx1Z~uEt;qCp) zut3GgC?$?u!P46@C64ZQNONz0D=TvwH$My@1J>m3=xpobjx{bdFfjkypg+mL@H@x9 zXEFTF_irQ9UjbAVup#L1Atp@tAb1ngUtuQ9e+9yuS7Ae`>g(xPdV0IL>N~jk*?M9l zF2_Wi#)AnwwPzJJ{xn`}8q;{O*(gn$%`_fNHdA|W*-YcbW;2Z!n~jF3qP3;7j;F1i zqo<>*{U6*+a`PH62?i2lr?ZuxaY7EMsLrj`~4C(&r7xP~j*aZKW^>@!>+UMuIiJr$9@X%Pp z-#w2r{soUUuEZ8HxiNmmVa60Nr5zJ)D*MW5TJR^Tn(GJ(@$!xU-@D2|D1nbJh|J^2CS+TkFr3!gzmO zhaFrUs2tpUeqDHfUVKT^nH=1eQPtnKEy}3l?;Uj#2OkH2b&`k_hk&RQJo3Bx(|OHD zmYER!{=@%kPQPCNloPwn6G~34UZeQtIre=ZROs)xRA|tHo0~~Ku)$gL(9?5@*LRIe5Q%W=*nZ|<3~)O{tv*`FH0yd}{qHd6im=0i;guULl0^_=`784G zh$LfUgS+;xY9&NOkbu6(Cr?Rpfx)ord!D1&tn<@%-b7s+xeSzcS6$z}od>z2I=FR> zy+15r7%x}8-#_d3&4lIEwrT~jL)H6`>Q5cS*E?B{#PT=ScuwLOR=4d~@w|^eYbsi` z@dAFlccf);)ps`hxOmg@4}w9Q;KNC^t&Kq(`IKNeuJeu^Qk;Gar6`IaM`ih_myxuA z6|ExW9<8(ZTrU?y9gS+U~%LS#jE&D#<#&yetDnkdcx29pQ-NM%a6NU zvtb9tVG#z|>;LT`lse14A6Cp zm7eq};rGY!WLTW_9lH$0WrOwUhK|$XOve3BjqOHu-hB2w5z=&+;zXG7pX-QX^Fht5 zN(@*xF+h>Ki&^9VHGm5I4elK=+>Q*UP}>Lu+tKarXRCkq&Gs_n-q|?X$FD9$bk19(`UBmdlVh zysI-~$Zpp8@i6bp%j+bEKwpNp-?Mp30T3u0htFcZ-NxPzW+|#r{X_XRkNzEdr5`-!sCC#*Z1dQu&Za zJWMLm-i08fzq|EC$xeKo|7w3XWgICS+Q0z!2jb1UlzEWCJTZ%)W0!z3NK%Jdu$p^#Y7e44(+gax~*ZP=iyjN{ZqHpw<;pvRxRO%@atpbk7{^qa&!tay99XD6oWjDv}-MwW{G3eE~ z_hEl2LaHzHj9hphRI@P{ttVTA&3EGS=6Lo!**4z74-MDy58Rd!MOKis4e(*UpLg?} zV_rLBgb*A09^LKKx1iyA?F$a!D1v(9lv!O86T0Ce#YZ0Hx0m62_!cz6t^!gt^Dikh z1;O|42SlP?@k6(>*Ch=hQDm{H;fC9LYk_HP8t>XnLjGRcGFe@?&;@kmOV5(;EP%2l z<~$^fRbVA`UgLC0Jly0cc@-JK4^4;f(788?B4tjy8@lQ5!GOSNtNTjn1o=^YvXBu= ze+J30BT{@v9=y8IpTrS&8&2)!h-R#e1q<57C1|}U+!s@JTUDon+r)_TYL@Zfsbs!abZsDI1e{+Y29n3=q3eWmum(WN8H8TkajHR#$FiBwTU z${*|MoHns$pWzW%G6PcRDrr~$~~^7`(d&kiPhg+ zwWY*w$>$JIYFz57y{~KN6&a@Ii7~kv0Kk6%vP(O7NI+(K- zK8{2^=>D+@Ifc|TFz;@JJ0X$-FIQyYad7?N8&ewCdhQtpCf79yAART{I`;p2W*z#%FsVt8qVCt!i;vy4(ek;pu z_nbtL6d$)plDJy1CmUOE_zYpa6t5yT)7&YO?=?1sW>kHQIA`^j^Rf%gNOQi@NpBqQH z#%=Mu0*IfE0cXW-JTC6|$y@o>9_8JP=on=_CyO7`cg^c-LVW)u@(_1 z*|}m@Ns=_8sXdr~U~4|`-`T$Tc+Je8=T@4U(S9)Q4y?WCQn4c|7JSQ^Lhe_shf}oa z0ol${h+Od2p(3LzP!<->!|6XWf38NMC(m=%0K4JC-iEVLu)=7UIFE}cq_H&LaAT7} z-sjuZomVb|__&7=u7$g1T#vI9&QGM7>wr>7)Errn0He~GFC&eG;c>Ak@7+jAgxvnp zr!P!rf%`=6)4Ck%8S#n*B|q}Mse$@F-QB%a`#~pJBH4gS1Qrf>nN>DOAr&vl_O^Rp z0Y0Xa$0(|2u2;2}k?x5}4J`1Zh>2Sg4U_dqtp4U2Pn)7F>Ab8ko+mA-4*`ttChp%| zv?T)KLe}H`s+C>MM~;cYtqdjqsOJdM9LSy8EiVkG_6y`?c}OB}Zx8li##z}%e5ZZk5?)@zaxVz{;^q;bhsEYoHu@1Fc3N; zp5e-)FKmr(!6`ne*j3IUpdS$M=HkeD=t-{&;y*2g*u1n4&Ud>4QAux3$(GElx9=OH zyv{M#fU5UF6`_=<|9ZW3(w+DG%r1)Osew|~z96g=KR$Q$g=K)E2!4!PSKKzx_}XFe zYYK33uf;3mi$3mrh;x%HzpZsxx~39R#~YK@j`@SOqDl)#cQdps-?X#p+hqdW6c66@ zzP9b~gDZh5>q#Pk9}hguj`@PZ4MNVw@KQT#DEH(|f_x?)w$*zyZu8hy*rX(b*hrQm zb%l}JburIl%JN?H)72oy#YeHnq1S}Cq^j5y;Qk|pmYNnLLC2Z#nRqcK-Gk<&q9%X$N?QqvW0I}~(gmB{vOU?%< zfDvh!_SH4|NLOd=z#;z|5HPrPX!dN-vmv}+ zOY-^tP|&9V>KTUb+%O6Q|CGR$#~T#DU1zzy3AF+8WcBS^jCGaJUlx)kv~bsqdb!(E zB&6!p4n|@!(g$B9!el)XtG~I%OWWqP@=cLEUI$Hl-uXrG<@hl_ZCUy&kBRU5vJ>9_ zz4xsWG<|2xda7oO)bdFhWNuRgjk^`!igS&S_w{NmIzB0y1F<#SAgUF_b83~4Ui3QoWr-RuY_jV;e9%^ z{*ZCP{pP#aR$vO-#FqWE7+*Iozo?Sj!XtOvfsB!(@9?ez(C|8N*Feh_$Y%8))bBM! z>gqVhcSK?Gles7`DB=UFlNy%2dDIT0HjTrEkFFEoIXAm2b&EX!hx?0+6_=&~$3Xc; z+H3_V{+zJ-WQRVYSLm}{=yoOeYK%&=4b0qMypq{sC(YY|Im^BIdfR`$-mcnoC(_@U z_aqEEF4%=R98eV1w`JwNN^wL}i&ZlGSt~MWoYN2UU z^x~R((Rf_k@tH2{tJ60%!Kwge<@3IoaK&SBruw;N*!o&P{M3aEg88`P=4zWEuoUGmNc=75yEL6@8Z9+p|B>6co+2w~w81MiTSW z#Jj(lg2P(+C7Bx?5k@fvWwN>&P)jksxcolh_cO2TQd;lQ+61>>P(&$xI}Ya?(9AHc zCP-Yli26wMA;``O-FobuDLjjK*Q~DVf>bqAH(j@=g>P!vJ2qty@)sn1Be++*33?2h zBMmY9C3-q9Z9ClzxzF}wxu48{Wb1661@dNKm0a#$#_WoqW-2V=Qg@+NKI=zo&VB-Z zi$0Xnd090=nQUC3c=}OT!|wV1@zQ2^SJM0}q&6M4JSQzqW;F(ZV+*xhxV({GZ3lM_ z=VG|tZ_D<0jT-@8@Yk>>jSsrPLE_6wJC!Do56?&esd2MNe=PA38y0v3tHGWJtCOIlsY>FQnj}($UOR@k)j+ng{`aO_U zZ!bMS^vz(~WrZ!yaWK|ZrdgEPzCNN=X zsvz;pgh%c03YEBd2=~u|Tb1|<0k?f)q3{DB)6kDe2LfZmd=i+{lt<8qSJHqS2 zhfP8K#|B64oi4})+BIt}18SkH$ULsPny}s+$|YfX5>1e4mMG5RoeADA_Jon2X@;y% zOS?85`|sD=t`=*7YMY7IDLk9*rqX|#cz)(tgKT!LuNeW4xb@ll$noY)vj9lkC@Gb3 zB!b}l-jR`D^ZZ>Uyb!jlr*tMf-{Ej@+l)Jf8(Vp+!BzFMaxyjH^D`Ub8}GKU#)2f- z>Z&hVYo^T$hgZaWF&^yzc(O4dpdc>+StN^`eJ0HT{iMi1ny(J>T9$TQ{AX1-xkK~Q zKC07*&MSTL{@X#YrzP8sKc@p%4~oS@9m!hnTMX}ltoTB|RycNaDg{8G#VX z-IK?Z$bWeNc$KS8sh}V>B^kea+Q#0{rzZ>*38dWWSN#SzFt=ank6FC2FX!S>-j)AI6MF@mlYTvYbRcB zWuuplE|++?GhB>4oA|MU$IQMQ-^~?@=VaE?j?3-iDDLiav3!3d};4?ZO%( zz(`Nq`8ro1)Gm@2R6M*7*{Y>HM8Bp2{9h_uJh)@#dWQyFhg)vnfx_w+O54d3pq-g{ zS&VD|Jgk3zoZT$~QQb?r@z~2sXneV=qtI+-y`49@U295R4U#4@4~rTj|LgU}DPQ&M zwqqck_u(CVNr&BT;m7YCx{qd+P3Ud%den%@+^4w_1#$8*>O6YMh}61eaqhL0`o6+5kJJj2eBc6h^o9P+^C#y+()^w7yN(GsziFb6 zTw04eKNC#D8FWlm$)OK1%T}I^4o3 z3ff5XjyAkWLe4TKY-bybf(pL^#~kt`Bz?z{qXTkRV8bT1=R5AW;CaNwo4kz-KS~-J za0P0E_`8}`y8)vuLN1jV1yrY3U7})7Mh-ucd*o$P0ENpW6#8Xn=3_E{c|q6OFC|4m zSKX?EGQr76{f|$YIU2bT6x%(Xq6h;!DKxWtG~I%+j{%{n&GuC(`~|kAhoXinr4a+LVS!2s1Jz#zw)`*f=_7mQ;lDGb>+g zUM?&;w5{yTJ_|e!Zv7^2zbgn`>kq#G`|rvMGv2p==a=)%7&$2_N50&QHnZ z)~hE%dC*NwcSre<6)0+m)VeQ>1!_j~M=R|PBRp@-mNvAU2SHoUr!>6VW~^66#QPmp zP$9%3jVz4GJ0Z&TawgfiD2TlFRZ@NfCO`7m34VJDfQnBD?b8Cmxr`=`>Is4?pL;OAaKS#2&2_EP~RpcD>q?pc&T- z5Bx9gJmw5EIKZz4TXol`v0I%c$nQjC#i1c4Ur;g%-_dUH65(#BO|rB%h2`QZ9nK86 zzklz;=G6!Eu8SAA7{&vucFmDXJ*kLqp+dF)Xgq}RcCcJiIEYjYA-a`In;`8!E7E^VfEb~5!%vw3F=Lv)7%jl91kPL6jyF9N<;2$ zBk9-pSPwK_LA2CW;j`vXRKs9Ubyqy72?#M>Jd%dQrEn{&U8{$XfNz{C=ffdvS$$Qf z)nV9LMSCxYTLE62_@tInQUc>H-mH`>316@4Fx+Ep`zQup5312q31lLkEXE7C&$NPl z8f8!p%R#7w!xuW;&wyW8Nn@>`CA4v#6D1e90jo0#$qxG_5!B24^_|I*+wrg?DADS? zM;dbcWCdAQ>ph@Mju}%;+zSul>XzperoqCy`Oy~>X4cDOJrb+GxyHLGB(=@XCJxVo zXqi~~%Z`c1%T|tpwFAoWc>nDJUD3_1iC`wpO3{~l6uJD#L;9p*Ja`$9xhCy&?0odq$)TR23EW#FL`qizCX@qdPs(V@3#m#kFN!ga&Yac{6JqkF0OqJ(+Iy} zXp9HNnCxBod()75qx92z0`GyY?WWBl+h*Ud8Eml+*VM#Aul(r84-eB2Hl7YvPW5}h zux-QJsug=dWblcP!tg;z@@OWhT#G>LoyVOYg$p5Z!NTUJJ`;~?aQS(V=`!;CNPz6e z$L{~|IF1~V<23Op#JoPNa%cTHH(xN=_vuK~KqR!)$uEiWz~MHALvUv2n{TSD@&tIHq%5?Tl7ir#pu84ab1YJR*+J+{ zZ#Af`Sw$IJL|AX=i}4jA7`^CkAIzriBh<@eJrb+GxyBRoc*>UAI&L57o$Vv$=0cN#un{{Cte zBa*#>iclXj^{dBOp+geef?$*S@lX!leF&_%99F)h8cbSWB=G^^_bbM&@u^U*FM!U# z^n=aJgx8;E7xQUW#e~4xH)rKn^(G-pkL#YhcmEcMY`C+Z7A4f1&KsNUk48(O{u?_P z>5WK&dT9z<+b?bmf`s;RNq+NK zJ-yWyeRksao8bK#y+x)|SC-729TkJgIjXNLW z+$0b!b9>mO2V|CSU|#wC1RfVRfu*B4*Y;*92z-9GKFoq}J#h2>U0dUT73i6aa7Y(y z^e(jgLQoHbwAiBWuoEuivDjUd_D1ZA-fFDBz7yQDlNVn^y^spUjt?QOJ)lxG{9;5T zi=f_R<5BxZal1&;PIzy(j!U7`8xh>>@~zRM2fRPZNKjLpB$&TaX%R~y zT!Z??CD(s!B;;?h9*Nc8T;oM-Ec7~4?TD`{+l5!hXhAoA3?G?Ke&w5Z9}tD%g_NDz zF7Q!7@r?(v3(>nmcEfYr5el-|hQI9hMbhg+v=o$jfP(bs&XuXB@HjX7E(hW6YofpyB+BWewtv-l0ZX2IUcXcIn_=|JtNW$M-y7lQ-eyYS*aMV%Yu;Y?OxO>>o{?9M%a=lm$qSi=IKtP5=UN|g zjo0CtPP1vv#QQ7_k9;ZO-}@ZTo48+5D|y|7-f+6XZ4DT$3~E@n!48$|`^)R>3C@RY z+*SoU?c1T+@MUve>k&LI?)d+>iI!%RGkf!nzgS;AwDtoT8R6j`@HhPOfM-u~2C*Xy&~tTu#X8|W=#B3+PT zkMwlVSF1?0!*^@4Yawp4=Z{xA*+neh7+jBiTds4|9%*R3rPTYN9Xx|w`db>(XPsZP z;-gZLM+QK4XJl|^ssnPD+ITyc?R~Ibq0AXVdu-Nt)yj5}WgE6ZNceTVo-upm>G`g% zJj~zQJ$k&cHtfOd>z%AeV)ZxIcsB&EZ1=l1@jm^4i-$+A_qO19^T|26(za^Ce}tVT zkNwdOC|YTOusFLQ+*<q)+ZNtY#U8{AvfV6>^+9f_xXU4Pc05w54EQq_)6JdgFSo<|00>|<9f+y+gq zb#`NE_J~#Fc0Et4c1U#AE>WnNeSUMTkGaNE=k=gn6E^WWg|Z@R%Dx{Rc)e{5;z$ti zp72lRk)klZ%d0>R7Mn4gvZvF=oe%NTk{LJYrwBJeOICcBOOp@J_UmZf)n-^Nx>wTZWx}l2$KP8_ z|2p1udA3=P9_3MygR+tc)d(Xkl8lrGCw6If(jny!iYF zErgq^-rI+*3A(iC4m*p@zTUak$6VtH@i|7D$jamO^|Yovf4H#;KeiYj;>^IT*L3_V z`6!lrKFJ2$rR!ssT@@fWzdxrrx0T1?8pzTJ?@7GlJ}u64_>=ADzqf8XJQx5+9xoK| zEm}x49!ZCyy$!1xe1{vxGFqn*apBTR0ZU(4IyCUOHv#uO^AoSHo_H$3D<{kb2XhsU zBy1KyvT6AeDNb>~GL4frK79~G>UWEMx%i+G&~Fd>*pvKco!@J!#hpnpY@l-EvBISU z0fboojIX|5Vv)`P6k^X_?!PL8B(d@77nT2VZm1Wn`!y(U2-u<7 zFnhgB)+4d}%{AWs&X&sI+|_uVvg#i?o9!vZk9$m1GLkp3;m5k;yF*Sq;egPlH(x$b zi69=Q&!33YV1?Rs1M&zfKeB(%bs7?;A}CHN*(`Y74u9Nq>o?ghEZK@0l(Rv}$y4fY zdx+N?ci!O>kje^0zGkcA$@r1QkCaCn4wZwGq<;2oMxR;dw@3A!V1F|=GzN&3TA$sF zDOp>JX+=5c_t}LDu9!WZ`ynls#!GBau~8@{(^mjtTfUOF&g2@9Elaw*wfuiiZv~gC zWD4I;=&9pv!b4u(GWk`x>!bGu2#eyBYQ;WlcMtG5iBe{no z{4uZF?>knv<2^sZci`aJAf3x#S*=-nL&tB{^%^i1)>mv{hsgHi=zBf9NMDIp{;i9b zp`rBbD_XJHUoTqq-i(NvaR6h5th3`|exzDGf`X+hALRK$cmjsKW}ROHsTLW@)z#p6 zz0UOBQVB$$XYkQ#ircVPL0PGu`tYpr_B$+E8<@uqi%-zvR$%wMzY?mDFO<_PD7q18|xc6H>N z?;2!pe?`UifkNo$m(KU~Abh=XrasDYls2V%$PT@CsrP@#=0ldgF_RlL#e6=*nMcW; z(G#x&&xC{Xzdmxsd?c6+4mSuKy|RoKaU@IWuZ=8%k6hHogo>=JG6 z-7e)SMx$NOUsOatLH3ntxopx$581>x~yA z1{PGT8YwqB(6fT*{IZ{H97r|)T&|$Q@MOo6epwtZ|9`jYr(R#?yE$I&;mG%~dhh?f z-cw&;K=k=Ii-)Ffcs+?}#!V zW1fNE4E*ovZ8zF^=g^22FxjouJUn_4VR#kTCbZrdUbW=ZQ7O;-`DF77nP*_`8TjAr zx4GwP9+7wkrq|oS5@Y)Uw-3m2+b)?A#&<+Nej+~C|62s6HxI`7n?E2{ExX)2?!1$I z|Ke^(`Tjm+$5wI)Kd#S2*RQwvzVx1)_lQANox0w+H$>wJeV6x=O#O&-+_<{PN#+C5 zc<`E(cDu_xWFJrQn;hEnMB}M6=010-_<%S%QDr!vAznXot;e~>OX%^|?4rYe?gfEZ zS22=XUp)UF|G07d31#AK?$5}#Gd^c@P5NcuOH}f%>wbffek-G;{P==s{yW7xlV3}G zMEKusbJU4?Pc+^>>-^7mnBF6sEg1M*PW2LvM^zD~&-Z8m*(`dul4RW|(Rk0##*JoC ze?UwUkEgsfdrLIlTc?RYgm}3T}zn_}p zK=W|(3}6_T*W0`d<{6l0V4i`08UrcbDOQ;OK9MO_2fgS>f0Z9cZfEJ}oZ>((5SpS+ zvL}V#fl|wXO3PtUw8LU8hb0b6F?N1+5_K}n4~hD6%+HRvg(@mmR)&TtaSL>}D5S)Z z85m%G>0^E^G!j&^_4dN-Y{%|UDmYrXdAYe_O!oFln8PqThVs96$hZF*lNz+jR=f0BXWcS3*9V)&ih z-$tgt0;norL(t(vOqlRN@Fu3e!c3U|3WPVW!iG}S*VD1|^mcRAcX0Ew^~6S8j)^#p z2NQT|&nj&EX}s7prtxC4QJOZJX*`&0ruN{nnZ}FFW*RRx8x2uKYfEPxPg^@jPe)h# zKe(C3gUM!U4=$T&yx44}_AbX}W9w{d?d|F2YVK%*&4dxNN>f-dSrA&6V^?Pi4>mfX zhY=gu#plncw3w)qESQLYTNts?CRwqO{i;+SsvId7uHaRxjz*6??Wj0E<8qkNhs|M1 zA2x@{n#biZr5%&QRCZhrQ~IzuOyy(7=J2QTf5xZBtOJ1!6MM3ad5WI;l|MG-jUI|$?bb&Yj!b)a%^ z^Z9jA{dr*}QD<^+S4LHT-;yY!j=y)*NgR9}{MAV!QXB%JQuHuaVp7c}TFfXcMm{9y zpLYK;U++8v^9;;0@V~>r$NFR5^oK*B@V#B_`^<18;DyKF%j-iZ?X%Xt&zpqg-ZQ;P z&Ge5!voGv-yYxZ{J@7)}yN-(m+R^Z2&t?8iC}OQ#-t{;LMRV>_+_2I{->ZF2-)QcM zwj1P@-Z$TfhMj1)Gbvz4$M>y67VjB=VTS8B!qfWT1zAiAZm9`NY1B*qYS!E!tX{jC-g;*!6a~Q~jc>-ga)30s@|IO^H=+`* z*mim6SEwz2qF!Wc24DOW#RNY0L5k5qYKmRXzuw8wCpn7#T(O^9^{j%IYZF5-pTMX$ zK%EeZe5pBWExoC9%Ms%|Nh}GL%<2CR76mo=b;*%!%#g-??4@Upe(@#zP zxS_sz*k!_RLPPTK_Nfq1KJug4D=G?kuAV~iA|?jih8*4Ds-ljDY4tY;@3KG(x?|r} z-q?)tMQ?0Kk_bk{vW6S7JN3~kmepNkyFF3E?*};!OKd_JPSrnS%@2W5-|svc?cvBa z{`5=MXJSwWFbHg$B*by?ZfnAlbnpkfe>JkxZU)!D;#-knr23U$uFB@d~vUxG8#n5sJPPF0;pjbK9W*Aib92HWPt@khcOe!IF*I=%zsU>CC%>+IwRTYg zM-;MTZ5@@^s~9xM=JByRAsVRf>W5bZbS%)F65LtYJyK|-R6*z2@!jahj`hXVwmN9& zE3$F-To3fpL5YS9hs4nx-x}llFrVys@X!Nb-W85$-pb``)`~$x+x7%oT3ulJ`W{)^VLZDf-{9FX_$Arwaxq z^h5Jl=7bkzEM8wvAAGvF_V$GTr{@0rC*ixGXv2w6u>9g4lSvzaoC!L7ss70zI--7- z-{72}+}XUYeM=W5qCCT?!$)Z~(G4PgE6?~?qf3}${e7>=qSb+s@AT6{&~{;Q>rL6( z=*wkx0_+Oj=va;6N%$^?E_fS#=xm_t9=l?H*ku4X51dWYQ~iDZwn!RAf7bkS`|0@N z%pb=>L7k?Jv{@}2S!&UJ_y=PmS|IvX(o<0l?LJmbRg74pYKvIiiY27c-FGa^xV%G9 ze-HoFOW8G0Yeth&##P>E>>+BCCHps^>gw-ybH;?iaJ9xB*Qa|CHG4t#^A8fxBVJmy zq!%^N?scv)BHGp{%jny!tlF~ZUI9C&rBNa1Rf-!6pPFl<3l~PQR|$BdD<3fF%GF`6 z7iaG`cBF;E+ifQIA7@7(6xzHTZ>bW|Z`z@#O|d3=L!(|=I@ubf=5buX=m6+C&DV%J}7VMCeC~B z70^K12A+|tp+J6o$Cpy62&B_~zznz&(ORb6dxgz4QMqMyYxNIWqmPdD^P7dvOM#_;+*~-m;g? ziAeaRr=Oa7sH|CA>onnyx7A<&`d}#NyRtnhxgCWhRX;E-A51`PMvSr^k?ErM7`&Ru z&Re6)b|)#F7?wk85+scpZik@Do+Yn|U#yQVF0FhXZ0C(qZ0Q@T{UM2}Uo5q>zZMD- zxsU1>$wwdyb!y#r^CqI&M-Kj2?4yZx)ia)RIckkQT-nYPA&8*MZU^d@UGd?>`WjYeL>d?TD>Ny#ofOn;v>3@#}1(?l6w ze<^rtVU6zi_^#2uRTe$uuUip)Dg<3xtt9bfsSdio=7Q}t3?7v{6Y|zg9No&1ANVmj z6iS^l#7r1tkX4`Ky3VU7qUacCH3;aTR_FI-kt`K#Jef`~JRpkN4mA{o}poxrX_CN7A_*r;l1WovFvq-0bMnQ`M@sJ+ihc*(i z)j5GG9W90XlpK&dA8JdtNB|LjUpIkWQ{cZ?%_a3T2u{DgNx%DD62x;#5?x-&0>{?v z8la$tNQ;NhdxAF6?nue{wNE!u1^+X}>|EohuVJNgjiM*&=xMM)So#7TFzMT>%m*}_ z-4YKRm(ZG|Gn*+Cs%S;^g%tXVa z;!W%uo__r24M0pH-{4oBf61PgO;jD85$Mdf7=1!j!keA^rLuzNueP{I*pb4(m`HRlUX`9+{r zd>Zu89?{76mhmU{$J5|j3iq-1SM}hlU>*5lloJ>e9$IoslY@_bPPfI*CjftL2eQ{; z3YQX&n<|$Ef!`KE{#uJ96z$q2d9_8LJkO5_kGIDlL-Tzhwb=GAIJ)?vT3jF7e+{YZ z>2`vs88v}#t@6<59G=Y2)XsOkpXkow+GF2t4`RXJjTML5@_SA~7%mwa%Cs z$(Kz*#+M`9!tzo<^CIz$uh_VqvPkmba=r_&#d6G-t($?nk5 z3+9YvFzBkKo-Nfa|BA ze#h@q_=oIp-lYD)(=VokbjU4H{R4ec`0J~?RS{^t*5uYx>G-pKQltIL)wWZpj{wHl4g*_eIfbx4EY9@!Qi8hxOfQC4nw;{=1(yfQqP<-x+F*@GoK0aEw& zyhcUM;G2wkw#A1aAlc_xD3g!^W1N}w@&PO4@ss$#52r#9kV|C ze6A6~ea8vNVv0jz=j4EI$kmDJ4wkQFYf1dW<{hdxi62Bm{D4YiqiaOaeB zsW8@`#9xg0Qy0hq17Fj-RnY{PYs6vx(rOA9wXWaR$_)Z4RVlKldddGhUk;)wkwulVFGeF;&dug!zT36YYR=* za>$e^`1pvTxo}~yjx`rcSEJ%!{Gn(pfy-PAjb@j@HX`(IeA+3Y_f z4^+%Px?CcF4;*8p?6tBbUA#8wq$5RIsUw%LTly={HpUW`IS6Rhub3>B^N)n zr~L6MLUL~XMh#akG?b9ud(bB?gN zO1$QWtzSse%qb}$1xV==qCzrVc&KVGn@PjvdhUcYzcwr4E#qz4$`3 z&`wSfoQx;QNY@gJ)3kOjSXl(8*wtFYV^LnW_X9rgP=NC7FuNX{BtI)mhHalNa_^GG zHyCI$)nT-(kAc82&IkC7Y9OS{SjoQ^jSiHzk#bchAo_i~H+wGT0w#m#)BRHxP^H(8 z@6zT2%e3Bi>U*^yJ0vFHL{K(#z88PX2`+F|@?Mz4ix?25L&a0tlpsHA{KBoVXjJ{w zQs-h&0y5El@x!)8E+jwRoJTY*;5!ZeMX^jDxZIp~BI1n}ypDKE!ylgwOx(zYuQe_} z=vOpvI}-!ib|M$QuqlIXCt*&ULo{l2Q7NA|s!kg>lM7?&5o%rcY~augS(fQ1 zAILB1kP=qa1BH7ShDg6`5UFz8(wWA9;Z~w?_u&{Y{LB#3%A^XfDET8x+N04YGR%{A z84?gD>0a`2ZE))AP;NT5wlPzEe;n8?xkUbS}PdhUncQ zv7n{=YS)}yXXV?U8IlsUJyqL0ApjmsW+OWx>3!{asF=Lx|x2LHXy zkv~tYYN!1Szv}!;b~Z5Le6NT{za}hkjO!;M+q)7+gVOVXow^diJ8l8wo4ZTvL0*8? zSIf-QDTCR?=KU9Mk|1F^^^2CS6$JV@ZI1s;1`}QPy}Q!durkQ*CZ>nAXIEg(y_k%o zO)}mr56*{V#$|%JTUKB=Crzp2-~~?axk5+t)qp3Iftcu95;zxqV zVEuh*zJ^X0=!s=Cw!Guf;}M}3Qrc3GbrX~Rq>Oy9Y2&Fm$!HB@*DrJRyLkcQOlRWN zo9bYs?SJLv$0RTj6lWp7WdqeRRfoSWCqvTXGXsehx*#y^esRw&5yi!5PUd5Zkf){6 zLR1|2;L0sGBCvx20uTPGp)~C8dBmdY)?*VGD$L`nIhG6qN4_hKbNWEiwO~Y6Aq8H( zSC1X7u!d9mDb6f;@hCS7pW}PE6l5-owz~E~J`l~k<;_224Pn}G6MeZ}Fn)@hgG@>t z^zPB*t}-XXQuB9-rUy14U!WFok|PBccOQ<9dFsO7`TM85{oD5XA5Ssz^&H%AXnaR0 z_L6q~A3XhHDnr^Z;XLEP$?z?KH;47HHyUbO&#f{-(vXNSmdZzk`A{5_q(wt$2Sjnj z+Pj+k{O0}bkKysC%Jm-0>(VKRWc{JfD!KV^M*K^RGK)1_*C-g; zz3BzUB(0(fDeAy5ytb;vm<;Vk!?6o^w$M?&D8t8|0!|)!S&7#D44`c_w2j?XW-QW|2<7u+7${km`DOS@#M$i0``!F zWBk#qEE(v#Q;2Jq^&wvl*Wj30JlfsuGD`a;8BxkF>^BX|2X77^vk%4C@ksyyUx%X? zBxN^oS=?8H8_p!099aIJP-$#@v9kdU3$^PcYsoO*$cVE_`QPU&1qU6aU_ZFA@bLT9 zbNZ_Xd?gQ@7P6f^;OiH2e=QGWZEM;L(ohzm(Tz(wIf(H6yjecxkDzyVa9;cyiwsNd z*oVF9LZI;7Ns^wi0inx}wvKXpK)+U_4K0T<5WSZBKGzuz${q4t3z|B>uzU**?MQ$J z=Vp!&Qffhc_YckEkuqSxS~B0wMGg3CJj(<51mI_p+18a%jy|C5?Rd2K4(*;ACmawC zLt`V~pO*kAdw1rbK)}w&b7p= zsE;av5BFTlQdKxyUb25o!m0x&O(}4=auXo?SXhVtoF=$kLpQUrzlZ+yp(|E>Imm27 zmAX`2A((U#y^vP31x}KC3tzzlhJN(vE#avE@8@*+v#-Ko&s?$AoLm>!I2flM-%bF5 z2@bwu9xdoS9G<@h87N!#8(z}ATIBfA;I}4Dg|Ib(*URbU4N<2`DQ~f2V0G_jx@D6# zWNx>4ZXJ#QZT9cPBAqSCOBjS5C zSP0z={Vpx0n67@1Wceup4sqNY zkCV`Xzw`G`dHc8RF)=!cL1F6e`IC^0Vz-wTg@5q$i>XHr<=^(m4o-f59p`?z*EJ3O z+5SArX*C~F#x>f0cdrmM==NFOs5(IM8l#?zo(D9TD3Bi)(Evq0u{xQ}aQJfRZd%|s z1MsTBdDAeI0QQ>~KKt$JK+_k}+i{oE&_Q)Gy5WW#WYEl^W#L639NBQXA$%GePie0_ zbhY*XJ-2(LF2Tys@{mvLE0zavvTT_O)&ZWrE?N8qEU%(_>1{$x+&mCpKH~k)-WCO6LJr?0@PXdaMjiba}pfHR0I)`w!hMaUEF7 z)AnMXP5?fVC~w433w#rc#=$KW{r2+oIdAHGBuIeOa(%22$|x_(n4NTlL^5SYidYX& zk6N5*dVT?7uaq(N8;8R)%g(o*#d_esNbFoKm;kovd9Uj)VEy40#~9oBG_=`+ruWE+ z9Hb$I_^oDQAvC3BpH45c0kt*!gkS!IP?X1OEh>RgL{jg|yWv2`?sM|_867a-Ptv%Y zlmM=uYg=1JH2?E_O`C}*H?JM=vmdx~OrP-1Z@y|7>Durz`%SSKw zEWXGrEJjAP_O02cR^Vc=5}6qt2aj}9#*kbOh>xqQjeVj7 z%^wm^Pu>oMCl1o?aWkr*wqs*?1^au?m*TyU{w@n$*#y$kdHfLkqW8@w5nML97}u=f@gMYGW%r_I2W`N%MjSYH_w5D| z`}L(oP%{!IkV$d49S(0q zR&=Fa$bu~kXUjeQd~{fRhs;N)1etpsFYsx!2wbC{i}x1V!!ZLT!m>OMXk3x$kHp4D z<ZpnP=B%+t?3x*jn#5hXmV zQv@cdb{mKJeV}QUJ&qGRAy`iKdFureFkb%XGaHoC#fXO|$=b?h5#(HWlWc5m4_3Two_^yVfK&PN2NAI{yuM=_ zX8be|!Zw(-ow?M2v#g`h=6N`1536rI;gN&C^Y>4A`?u{CuV;U*zLxhpeoI4~K8btL zpFClqx|H2v5O65}x1Q_NeSNYc`RG=cIifU0;)~N$1QefcP13D6L4e?;k0mJ{ zfce^DZSWntzHK96#P%@|7#8&(R$#E}gZp>KV|uai(m67)KSB|HTuPYg)6Peyo~e7s zzb{7A8l7#dg_-5RT*LT+kZe9GaFy@b&XE%2CmY}1$>&9|uc=R(=V=dzCMUsr@CRLrk?pfJs_7L);6aU^8(FafWcZ2WWk(OV!+D;| zJz5FYS@CmPJp*AcYww|6nkooMJdPz!4Tp90D0H?D>ra1+Z~ryEe!O^hoNV}jAM&JI zxZ9FGnao%cOj-#1yJuM8!wP*S*Oe_)?BzXE{bdFyDKlgeBUdeHSW(XTE8$$eE6Qg&d zWY7R|T2QIY<$U`+45e!hN$GSZ1`!O+C#%Un<9C?;${+3VOJ4r?1kaVG3cXZ(lAI^4 z7U|sA(U*Q*4C7YbwMW_P!L-GCE$O@`)GcUked$(!*0^JG>wCV?NM5P^s74MFdAomJ zIu!tT!C|U;&SDTohCvt>E7AA3LksBTI>fCb=R|K^F+7{iJbFvo5su}`Jk&ep32#e+ z>u8&lpy_Dcb#W;_C>VVuoP*t8n3@&-!=5<+1j$)ssn{g3?}uIPb8D4oNUBAy(0(0~ zbSTK4bh#KNbcH*P&^SS897#W+ktdw9ZF$H-rUHYx69zu5esFx$v(MtWGHf?>toRrO z0BI8|Q#_{>a8>Q&J>9HEEg}hUf=ap(FGjDKBdNvUq-f$rx9SgP%)Mhbf<2(E-tO)R zC0)4DQ>8~D>JQa&_cO^b#$dO2*lJ-X0OsXeXyP-~pgl{mNn4@{y}c#|_ZI39UD?Ig zf`?0hdo+P(w$BkFBkYqAZBG#Y{?q!Mi85Gg?cJLT_5(`2Lb^0sY+AyxI>onk0YEf= zE7Ble68_HLKjrP;wik&JL}U05ZbmKcwIZSMDgNzWE$#)+<;xHB3EoSB?KoAas^hd% zl3^p#bM&Tp-gGfY`0sLYw7LS@^mw8>izkFhuFxe>szbM#a^}%{eh_%CYD@S;~G9w$P=?P2M zW92_vE5kLy==<^lssF7?#rgii}KbZ zAzDo9coW4?Lw2&hVZjkN9?$_JHI{#Q)5bw#WvCdq^X&wQA3P#GTJ(`t5fW_<_w8^8 zz^#_6i)Ujb;i=gN`5m7MH1DyONb-0+QoOZVocy^MZZ~fGzsz!jGQ^gY4a@6EE|yt! z84ai?BZ>8n_641dACGSGt3YUWf62aUKJ~q=+$Tmwu+cKc7tywJq4h4p#ks{}V5TYY6F<{O0RWdo|UepacD1LiZmZ=|trWc}S{JeZ}>3 z^VNEU`yJ;EY1X%JREhoeg+6MTuQ;qiyp<(jmo4;exm-Wc1l){~%0Ze!iWsi$Du$G3~|bOfr+LU|=wiWHcx81i#w|9Qj0 z9Np3%?eR+rsw=VyZ&abXA5UdSC*DVl2YtGFOG>~@MZYpf)&ag3zgSeu@C2Iet?+3P zMd+7F2%5a(4LXjdwlOiX5U1G1)zgFB4_&e8pm0VQ?q%V>TYp`J@)x9kTDn({$aQ^G zzX9^!!*}sAt%ccmdTDx@4xV})7-=0dze-0iD_ZMCWzK3S#8;MW|^&qi#=hK!_ zNvLpJQ(6zx% zqDi3+M=PEd3l4e1k?kTcw^=^C_3@dVxdN^{by$}p9t(N>MMCtP0HOCzWNvKlc4rt?0a zuJW12-$4|DWkhNgzgD5=PH_1KDKsF0w4o<xZU zRgv$e5^!r`p;&gh3Kep<&G_0}kH~XXo_!rz0zVA7>7U?jeYWfo|?XmSLy>#D2_MZ-WU1L^VPgM?3w=M;KmzXi-?b`Jf*+m z_tY}|$9>F!{_pX7@6-I%BO?VU5-2Eno3b3yF%){BT|WzBBN>Bo5tK5zyW5IWsU>jk z60M$Uj5Bz(yL?R~@qkocsQ}F~C2&_+=3Gd_K>S$Y+`B9ki0iS*GxlEKP%_AHgh&`v zckjQVw;_k{*MxojqO+*m8GD7NmyZLxXHFtp|3kD`Ox=sZXA{lCUrA3(ibXG3?%mU! z{e->^s`^}MWrOb0WaRT*!GUpmvagy~>`{92ldAb{Pf)&Hxvgn$T=eqia?MmfT6n** z5Pi5X9Q7IQ+hLO;!tQsvrYo-b=M7oylkC| zvMm6exz)rTbp@#By_6l5$7Klm(d12zYY9x9IM%^=&KVw@KfTL3i~&og_T^*xN>JW$ z@^!R31_ILa*+Bz^He%LVe{C;V$*Q+KGbaSBndTxHhYHb!urd931QARO|A?uKzxZ z7-nxj2dW-*3!@(k(9Drt43lj+qPc3@V&7f@A<|ZKU6amW5m6CjA@2dMKaUm><0`|C zr zg}_|(uAZ|{0a|c2s`{pFHS%;($%XGKw!Zj*4l^$?usw1!xx>W+D62JSd(K^eTMiOc z>R#?}shRi5+P(~I`t)&4&td!fPBetY61-Z_SY`2Fte#@$`w1O5O0?|)L~M!{W*(@E${#b`f6-Ap8k zpxBP8!LaEP*Y{J6sW+&d}RdalZMPJJ87E8|>R+V9`t{eY zz**DsdZS(%Shm_u*f?Uq=%>ou`xybaQu;MKe3Sr6OX!@epUj{(JreyM?1$mX%^ruZ zXDZQ#%&|;fwRu#QZ7RgvGYEBmn}6cj;4E61XB1+9YM~8>O0KP->nMpb*dKDxMK7?T zS_=!!=x}8L!^XvL$Y<`m_U_6jp)Ppm6N=3PA*nvh#oLA8hZK`ZIoG z}_q>xPZu5!mY#&cW@v@)_Tp9;W~M2RHTg? zWWB8)jpYW=bSpT7!TQZ)kKmh(T0uyE^mCz(BMBuuPjfXs;w~c9Cv}UBz65Y7+NUnH z2SVqIP29#Hcj(n6ie8)30a5<<^ZktOKyqG!;0rci>!#ec=SLh*kXIhO!e^ieN@O|N zA=u{&?2VWTzL|*xFwNsXlP-Z^?mPuDVi(v|^keJaa|a`dsUp*CB{((q(1@R=5MgeDzJUbJCNn9@kN`QCJ zHv7T}7oe+r63>HeZ`0N1p$ZjBfG@)M)EmbQn(#2C1K*{gY-8F7HxUC*^Sq{%hy;Oy z`XW&-aT5A^egDa;H*4DT;xr2|pKrQc(67b~thidz{ zLjQ(MaA(DN@S0-|%{Y#Mc8Mh!qelWDXvL!(J8}axyI$vuJA50FC2HJ%xLFMCIp0CQ z5gWf7ZYun%sdY+y^vKhi~_W5pm z8g3F=b)j0ik17-S_y+xw{IM8x6`wTig$;9#%U3_$d8(ZHmKOE0ixdN-K zz&_$E4PSC7T(bl*P{rNmTv{dYpXckd2My(qOG&@^nRB7H_;mB2e=z7{x9e+gp#NXo z{-1njH<55xKNNjBxRqLL9)rwJVkn?s1k&fz*CQ(NWDMK$6qW)?0Y`#qEl$l1R31-p zMi05c<7Jnq@-QX1rHGG9Gi3+zE+{+2mI&C5=lbKjZ&YGAp@PuY%M2Xbry$Vl{g$tV|;t4 zA(9wwy`ZWIzViS5?>A$A#&4`Nex@CpmKlOpH%}jOJ{gG=HQrq02rPxIjHl)4PR>wl zlZWE1x@Fu=V9K6TDb9f#3ddbP+pvV9 zbnnfQ-ZI7@n{Oq>k6tJRj;cHwvM;Vs_;4k2I|mzI`J%GIvH8xv_12pN?RN0Y@5O7J zCnAuVCtkCq=mMcQQE4{^`C$Lh5z=>jp=f2Vc!HuzEMjXm`ra+J6!cz)b$%sqhxo4h zjpYXJ@SbvfN!djO`pvt!BEcRkpWgG^Id%>NUsu=MYj%N<`=mePF=rwA=feT-&`{Kb zmg%v#ehRW0IBU4lQVRMb97FU;!4NQSf5+6q73e0Y20Hn4K<27pR!^=yES#&-?n#vg z0gkt;Tdgi&V4HUfA%%-}(Eey#3qu4u?w& zcNYKuIyly8uI!SIFmE6DR|NBy9sf@U`aWG}%f>IE=p%}S;hu^(Bp?j$S#(e-?AaJd zyz20Ttk%Kky2ox{w8h;#^HvSy9VQH@CHx^bg8LZFf} z`%o`76n#zkB@%LCkXLOx!bk6vf{bJAR$`GGd~u)B^1yWm+XTD`K5V>w)_9my?VBBh zb#AMva)|=VOQE=D(Jr8I{zM?HK0mY_6K8ht4n_Mnj7YO`sugL6E+r`8{dKzudT5wCv5XpQ1lmht8T{jcx-T3V+~UMAakqwSCD{nz&|Azwd=Et_*b z19tK5SLdmAU}7KN`lnDigwz)d@L>0?@hEI`fBxbQ{W_7f4~bQwKjK>~Zif|gJ!L+9 z7$X4t3P!#kt?j^hgl+bL9tUJ;a**oc9)-sympIJwSJ2n_f%B4elc;%XK|k4KIGXh> zr~hYT6I$G4asjQ`O51Zl8##}V3T|THh;!RaD5F!XB(ebmvJ8fZv}0qD_HJ-)wP{^82%?Q&r@`+ zNP43#)}f;>;scPZ`6@+sZ2j`{G`%g!+IcAc6?!0R>}WW5h&3-R=yl7n8t~{ z9<|O3ABWS5@1L^+zBZ<{CpoMzRwL%Ur{;~ieGTt7Z@Yx7+_mFR#4iVozi&juEC%%L zEpin)-Jvm<((-bf3Vi+Gpxje#1#ON-RB|c;ka6Bi<(#S=q`lYd;XK0uMtMIgcEi2V zp5xV;kp#gAIW^AuPqA{yV)ej_-1dMkgqjUro9GF?M~nOAyX zE8GoMiSx50zUV-VF2f`4v(`X(-|!e0O6h$E0=O~IJ@xR(gt{s?$u_)DoV0?;Oey|=bOA`0 zDvQy%Vh6n5Q7<)%uQ$b8%i@QJ!gdQ${|w(H@E?m#=p$MZUM^C}1UaSW3y zsCc7zw}13TkzPh92`>YKKsh|o7Oo;`^Z;jf3j)V)?r<%@EqnU5DukEle%ZpFXG4{3 zJAd6;077V!BXqdzAa&4e;u{?Y*s!_|&|dOJB|Jl)&CZ1*yElbN?6%54K<|o-XP!3< zl07#wKa2s&o|~MtSr?$A?A_GdxFuxcI%bHp2!eL)hGggmTli8mC&gCE19~!*x(lk_ zXz^<@ot@rG2m@>5cq~ylq^Q>4G}*xB``kEXN6_jH`^-t%&OIv7b*zh@4!bWLr;}Dn zN!1%oUk9hSfX07l@(mpIX(Es}G zuSGer36~?-2A#osP*z{(g5U{D77z7wfpy4S>7hrTU>5KA>6f#`kSLEDG*7rf?8;_; zc#{*P8wFmbYLN%(?a`(Y5;M4y8u4)QI1d=VsLTx-v;yZ08fMufW}u6+Ou;SQLT?;) z`iu$aN13@bjz;XgK$nS#!+n&)(9(euZW}7CXx4p1IYh`56&pR)SPd;`?u_oRcPk&- zmj#+a8hxnH6BX|ASwXbQbCt~~s~8=g$`*AaT0-y`_1JFf9EZ!vQpqQ={laIL&CUgw z5km)#Z2LatpZPms+LTyq;# z#J`en*wO`AUa7Qwgk3KeG)&A;xZ(;uH_P3P5}n{ZZTZ!K%ktnJwS9>0ohgh@_0P(U zazn4c?W0tWu>8$X*%`Yq!;yem$r&vhbVqCbqSXsm#A}W=qH(Ple5JPrT@&5FQuflm z@wyYxykWwr?Nk7K7dZ?PZ3cB2gk6V1ctPC#%=}FPYaln?bh_rp0(tbuo|Kwfqs`0D zIMuENBEwN1!*k|}ff~`g*2Q@Vn?DglefOR-WT|QT3}N)ap_nP-c&a(PeC`>tGJ(yH zZm_~}bGL>Ihs8M&0%3?6`FCa?!ltn|D?qbhO6kMjJEyoxgv|+rMp()n74} z?Ys5w_`K*Cs@QCKFn^+QBtml@vH7hRsddu7mDGt+nl<7 zgeUB1h?;u7bAmjJJfG7x%E0e=YmwO84E(am+!ZbeKtfW>n17QM%ve&?#O1TW+UvH2 zz*{yb3-ejALq}W@m+~<|N$ma;(K3RTVj(w3cBYp4{MHGAK5f<0@5w_3Z}RP@d}eSq zc*W1nkO#!HFLWG!YXt*jH<)Fbm|>&UelE1Y20ej8+Ldz36*10Pen&A{43BS5k_QXA zfnlPd%0`M4cpg7qk%>L;X0ro-k+awo)~4%@^fq#X940qLu*3=~AL1S54Q2+f{dplm zLpxNY*4cbr)fd@(Fy>d?Rt)&;rXT8CJwY)~PBBl#2_Db~R%kjZLC;8dXo;N(R8

2J9TuJ8!BI=iJH}0!P~*wV|%v$eZI)5`u6S+ z+y3S!-o^3ODVKxsoif!%y<5`(Uw@6=zdqkIlWEOTF+)Gp+}@E*wnMJof_s4<+OYF$ zH80OdzJp|zRwQON2TY${h%pqhfg)Xy+1Fl6@=8{ck(-#g;T`W<~)=x-xiKa7r1CV9QrdxY+pS>9M_vqz6VdXiGl zcMt8=+f6<}sfN;jr;RGRUx#w07#lvA;6MjVCs+H0JJEOr)|yX(oG4-RyktA`9hB7S z;myp=Ipl2oZVUA*GRP6GsXx*lfZotwcKl$B1Fwj(=R)lL{%Dsl;m7c+uD_&x3+tHS zj2U`nHLqt;*cMq-<2r8EodeB%l$XN9tspWX$TCCN8g$x{nkkc{AlA4sB|AwUJS+1r zMT;|okJDV!2V-*(m$`O5x|;#=e&n_joHRq1MJ`*dDcT|C9;(*OWjVm_zTN$H+Zw1a z!}I1s)*#^^V;=Jy0p2a`TKW`yID93}F_M}UXslLG#e0~;T*B);-VP>c_2+Qrsxw1Z zKKaPhJKH0Mp~`He*!rju~!^50G-pGd+a7` zpqF)ck?x2Eg!#=zcMYBasVTXS`o>l$1?!dFMF(F*cHW$jZ#V~flE&ieV!Xg#c>2bd zUTesce)F^ldw!D1J2INiL49b6j-9oz6@t=r`x>4ea|oPYzTL&f5B>KrXN*G4(0t>K zfJ41@*z+^EuXT~!f9b15$CWX|{Ja2RaLMzK1p2!{LN#u_$Y6c>gNtuxPU^bf^B@Wvac?9kf5_|uo>!mI+fmP)($yk&k+9LcrMI#+Pw;J zw}B7-BV+qc)^M-Y;Rt^O3Lk7=*d;#G2j+g-x3dAP@SNdVRBpXFT+jQ_K63O7Tzz-F z?dB&_^wy$Vv(fU9nxwML{5L=l#vn))2Tt?W{BIvxAInR-#7LdgP&4Ig=N zsLW6emCWs*mUaj$ah&ieCJ_?9qe#d1un9lj<+be(Qh5 zvA>pc#oD4%>sn}AeYC!KzX?KYFSo8)-ULr8{Hc@l-oWL!tk9MBi7=YznRK;H2iB$r z==MgnA?Gm*BSJ7e6UVss%7Y5U|*bTrzOI=&&I}H?Np2B&&_zl%f zb>Dll_6%L`)nB5kszGhD9v@+!)<<)cIp-x<^3dhrQF=jZG1Tv)ujEhPT2#2RQol8Z z8C8i}#pxkwLur3HT{+IkiYn3vlBOOmKs&aRoj8Q%kh@0(rn-|3!<_-z)|miL6uV~r z!Q<6eRLI3i)#|I$pY=9vfd47^8y{6^0Xgm z0ef^SNgj?4(7cY#VbtXXmGp`FeeAgs9Xa`8bdy+{K!ei&C^tPKd%f)g(Z z7v+~2pe{~_{w0Y4JTA+~J>EtG!d~JJbAq%{-@=iN5=L{x=HkP6qZ2oPYP)>tq>nB{ zP?Su3OB5h#sxxuBR%>-fty-jZ_3}AG6ytTXQ6ev904N|t& zLh)9vf3GicL0&N)Hc_Lv0qyNiAC%D9!w7lM?TWYBAZ~1A+Da`AijI`?L|odi8_}dX zvBD1 zOA@f94PTF0$~NJig@>Gc7r2VBeCSLus`)d5dXBfVu%ZEouT`B^6{Cf}^Y>4A`?u{S z?g%BCJ=gs0KSA$m^+_<;{L%j}m`$0OTlreQ^`x^B+wQ*FC}uE@iOR(aNzJ4P5W>9y zM2i$>eQXSXL8C}6qe>fO)QRZEl?7p3zRBm77M3qF)jeglGazmD=(ME*_I-?}z0(Ga z058vm`(xYNN?%eU;D{-b>$P><4*UC2rY2nH`k@1jwpTZAf7S-P?woJ_glB>4!n0|2 zY0Q-DVvE@I~#QDMJ(~ri>f?6kCK9RsE_HuNO{qQ8Lu!9Vg#rjVC^wk zI!X@Aoq;mGmm(UKdN5)U)GQHu3V7-pxtAxkP*jGPZZ6#f*^6x^*Qrf}M4>_Uw^w!G zB1hizT8%b*Tfej~ti=yE7`HOM1z_{Mr?#p3R~W!CJc727zyOGulzE0)X#VqjZGJzb zUZAD(o1a7B^XG?&lYaBHXKMZS)Oqa#{r|xGe_6VAWmf@T7i~CuTtEtpki0&rv4QDY zu)Lnu;|s4qcKL&7 z#QiYr`F(pxaE?7S`uxZ@#Q0Dp>cZW|D;0hQO>T?pIUUu2#-HO%6Jt7!`rpo55_y=1 ziZLR@x8!G$aDoI&3$cAv`iGMDdmktCE{7GPa?u)^{zdzS=Zw{#_5ND(XM14fqnJ2- zCMI1}oYU;Hyt)B$PuuTpD{~lFobes09{`Bb%6F&Fki+J!8Of~=pN6VsVsdg3HF$0T!ip>;A`7KtMjwO|q$jx;zOO@H=IMY*CV^wNQis%@B|By%br{ zO`m4eER%!5jNY}d_A@Xs7>DEPtOkCJj)i^mv{3Mb)~X)3*2#94B1HR8l&$2csstdU5i4RU-pEoLx$0I&c2aTTZ6h0o|f)E?_dA2Qt!6xU)^GOOuFm-i_ zSGrslLUpUwvLAAS()+j!uLKR?X)DNKlH`RJIdid#Lb|YG_TsnYCTYcF`XBgDVRt9N@}0}S{i}rbh&y5Cf&ayn zbB%|t>Y#5f3GWcNnIW;8-kM_5k5bb9XFR2p4WFtW}#&%p>`@$a^5RSg4^+^g|c zRC2)4d*oT^h8(yaJz-|5!VFc#)Qrcl=YlxB;^(onIt7a^V~Mwxb>P+4Y%|&0)Nn*! z@uXRY4vGn!&rg&zLSC#6?wB17gI!Y9`hjU#@b#^V;Bku}h3UX-*A1JN)#K1?-#4oJLmM5zV~M?peV<=6VR&~qFcf%(3VU80 zQiOb?Bl-Pd^1yT6|7BShKfI`Zm7BMw0(YO%6E(b`1H;sat^Iv%aL;I0=6l8`xZ$J z%xKxYDpu0Gd#DNNjMB&sHM%lT{V9Dd7i~&DO094C8o~Ffk_$n$Q5#jxSi@Bt)GhYb z$PCq6)W+ku3njJQpY^``|LaXy$&$=dWAPeLik7n2-Omb0ui)b!_l3PdhUmoBqaGo6 zFaG>T`7`Aa-K(3}KxJ$o4nrMd^#f)&lZ4+l>aCYXx#z36+38MbB$! z{5Uk$swei~U4T+`kE$!TDPisZ*gF$=D!X?7Bbf;q3Yp1JWQq)XUE7=~GDkAc^OPwf zAw;B*l9aJRibx_+smPF0$xM{YLmBelr_$3W|M%@Y=XuY2p3c#yk89ogUh7`#cdfPV zz4zMp`d;(KS!JQ}sH0c+>cPtzn2{T%k(c~DVcqnWC=$Y*pqCT3-P~XoOr13A9-hIC z|0B;rpS@Ip+e#XZ*G3tDcrv#8m5CPa_xC-Kt$S!8ShMzwfT=Xf?5vS$6jH%>i8p6@ z;r7js-EOCs%-RE?t!8rzQxZVMc@kgYFdJO4d>o{atqy4~F4&KDi-U-ijYXumHrRd6 zl)RG03ke~o@63#2(SCb};0L4Nk4@aAQ4_=glcXu+LaCL2h znx>IOPYo4_Nu`!PhM|Xz!da{q8d_lZ!f%J{01f;+{{HHC`&VDj4Qly5HNp4!Lz&Rp zJWcNYeST4A;<2;^V85Ry=h%4b{4;s<*6;H~jh7Ba*N^iv#|}@JxSMgfwLl8o+H+4w zitd89Mumk3q}k!!%zZqqS!KX~y+L@nXcKtz;EzB*?m21dORWzNGJu=1EZ&_-Eb4rC z(uuNN4Kw(*Vt5+o@8IIMikxy1@YZi{*zI#tQ1Ia}UhwE92p12O?E@81EioDs7o!Km zo=X-5%32VjLm*E$NCUvUz9Y#Ai+n?rH<~fWp z5YWfG5KFMzcgq9#C%A=;LU#d|)a4cp+&;(=@)3Tgha7P0UfFPekrHly*r^NyZ$@bM zR*F=M)C98+Q&&C`GQgSj+ePnQ#Uh3cyYWbQ)i9egWAfB-^U3g$gHzreao8nvj-yOV z3ih)e@-+|I1WyPZq&OCoVbuJ#?W@OhxaZ5>o_&IApRC$G$|2l*`d5#KfA#fL{W$xd zGAeu@KgsyKHx-k7zK<{ds`u+fIOV^e|LOLPCuBBT_q<#TvAybh{n2$7CXJ-3nO!#< z!UUP;6rbJ)s>f{C_lekoiDs^2Cp$lGyu6!2WFk;|{_UtAIW4HqtGr5jE)V;*a=T>S zpn=Od!5*WMDzG%(R1~&M3Zr?!I}&AIqwxofH(W@HP>Zs1Fjx3V#Juh0DaJ<0Rqfi< zD0MqR^&+aM)o*{o$$-2?IuFeRC>qus6Huj5(OzFuGB8xIC&Gb^b>L*~Vh#yuJ`CQ2#H$C-WP znPRp;675lAn8gb!LJGY+=XU^ED`}5KKPB!y(&^-TU5g(t>$?;B3;EJY>pBi52$HK%Ue!rdd5)oE}~U-Z=~zI6f2^Wib;&TMgWN z=1F&9%41DsIu>l;+G$rk4HbTz%#Lec z!b0~e1Als`ccS3wsKJ6sy>^SZ%tmNDc65%cTp4^`8s(&aqJjjfBDy1?Vkp&sJHxS0 z3e(}TWupYKElh|+DRn>NgRP>2;`F0Cz>#uvcimeW$p0v7U|K2DeMkY%XEd1KU>Fx$jSk4gxs7c}Ku?C# zVnYuXBPtgoz2F8@G%c&}CYJ9wN@Y2Jy*NPt&Ga}J9orRwT+i*jztw#lb7{=XG2iJ7 zYGTzhefkj(#Vrdd^q3_g61i7SIaW=W{7{SRGx)C&e~W+NV!aXqd*_f_p?fMNGmCeEV!7dsy*UJ+{Nm(36>=G{GS%3f95avlEywA?Nw%Zrb9i$BQZkr1 z1>!M6X+8K5F>iGD9s{rj^^tud;f4O|_#E|>>!GOXV^2%YPO#TVD?eC42w1@_a}Swi zfWo|2apU_Xgov_Y4=D(tZXOBY3!1W+M8?PQ83}rj$NRj;cZLz(3r#X2d0x1y=h*0T zc0Ek7ZrW6QOcI=)bPC-gBL;h|7Y7wBWMEm;-{&gvGD>{K!qMi>iwIlwOsqqtFa@#e zz28pggQxmMGpqa^Ftf*iD_NQcYA6df>7C|)4TkPg_PBk_WE+vjhAI{?3-x<;O$P(= z!P})t&$2*G?m3 zhyZh8*WmNXoe;d|6p4@AdU$>2pwl{Y8Hh{L6$^FwjD8+}e|5b5tFM>L@4+trQQ-Uh zsiwv<)#Bpltjr^qjixzHhqiq`KRzF$9j_^ha)|A>@;u&+vE}W}OS9AiqQfU*bS;?S z^9zeJZ%KJU-6epZMTiu#_ZMNEpYH_5xeMn89+3bUU(pGcP#Lf$r%p>Wr%3!hM(EYgJln3s3wgGYGd|miK!~a@Aw*)5GhhX^){3h9B!k?m5lw2V-m zD|AzhmKPU)>8-vWBQbP7dLBO~xf5P(b+I0uTnDQ1X~!j*WT11-^gN^DXB1AQzq9@0 zc63;`IgC(E4&(jot#M?oYm&Q26b zPH6xU9PKTOH+Z!R-gB|fYhJ_yv$?z1ql&hnG}T?hO|#ON0QIvPQn>kaQt6l^OEUu; zTsqBXPQVM%zK#UW_trxeeiroP?gai~`mGxG2!Sl5T1$vd1{`MA4?cXe^tT^hB$_2E z3F~)!A3wLnhXhU)8Gj#Ng&xNa4b*P`etu=#tysRu&o$Xo6Bzcsty1Ug2j#9Na?Lc( zhr$Mm!V^L_yj6Bk+$;qp1`3c^$F2Te z@cBFryTtE}1hMk!i4-3&{wXK;@-X3O<5SVsY>NXJ!G{mxbt4a>&(sZaBW`yvhwR8q z*KMsrQ8zOB-wba>of+)SruEs#lH=Gm2VLf`y1UK4`U7Y0<7Ho1@R`BPrdcui_>Idc z3be5V%1VIr?4wS^JcFt+;ZDVq!Fb`~avDcCYl%|8Gxx2I zqP8Q5*#5{sd_EgUzCiI$AB~_}Pbt{^lsG|Ol5M*nb050GlYjKyo>7dI6LFBaLATsV z-=#O>)e`W+a=&Nwkxxj-^Sq$+eo7E9op{tBH;&lGTT1U9WXJ8xS2FUz9pBt_;<&~% zC$I)sdwv-2M*-*ZwX;=8P%(kNdN4N|hH2q>Irf?ua3L8H?YsDpI{Q&;Y7;RGRvt{S zE$PMiO?mfm4GxGt-&QiRyojr>?a+(vEl^s%xS4sf9|2*^hRo>+Oh<_A=V+%vx&2IU zh=%+nU_YnIl~jh0sFx`8+QVQ9ptCtbW6(E(2;4iS_D-_F;@BtG+t?3?EjYK9+8w9& z%?aBPhd%W4`1`Bl?O%Ppm3i`?wN^ir zh{Q?Eu1p`NfV86|iTvxvQ1^zpop1KDLvzd0nE2czdVf|knR=81CZ3r3(d-&P{-k{} zh94&|=S_B!rn?QwQ8L)<;|#!YOgu|c?72Up=cHUSEJYMRxsE@X34K6`rC2J388*n$ zIc;mG{sF1Wxrcmq-~>0WUOQ`(KIFPlmnv0g8sl*5)Fq!6@8zn>61%2n#UXmE>#`RA z9J-MpKui6U9A?SGRduP}qpK|`7AHQlg5|A!x1YMaM@O94l#Oxg&W%2qOyGsv9GQI; z|K&m-CUMJDs+L{7+?ls!*C-~$A-rwEU4?ZKO*HDIUwuXi4X>0YI>#oFIx|0)3gs4P zB1pkTc#NaVjmbC8%yWYAcz zGKU0w=g}Pt3Ros{*ST0Zf~2)6?=@a#0}*}ycbY9DXyRZBA1j6v#3k8GC&~Z!jjx}_ zVUl-}CGNjZM3QAJmAi$Pm#?Mm0W~Gv|A=#MPsksdq>lF`+`X1PiIzQSls%c2J-Iy< z?sYy~#Cw7-aqk&%e>cPusj6C98W<$SuG3LaOo}DY)5HDI#r+{N6jZbE_QECheM=B4 zI#{}Sxw+zAva?gh6~iSA6UV#zno!5H_p$d=$2*#29}tRY`9y?C*m2LfH{-4YL-HzX} z=-E3=s-Z|_K?k;Lr+=xZv%o31T1FYsO5e1R=+gXU{=b{vpWAb;>LY6c@d4DGK{K1r z(D+L|@8>`177pp6E1#W=uHqf|W&WS*+ny+>x}mlVX;lVoeJF6`Z$CeNZvV?*iZf{! z^-y}=29g;M^FOWs=j;7$$8?jF)*>I3(7GdX{>oPBzrFrV^R&jt#c_{4-QBS#i1Owy z^$5=}zn;t%M14Ax6Me}dzs&!4>)*`TVj!djm?!=w)UxQT6g8`hA~&`_I4sevhx! zxaNU153G4$%>%!q2UabE+u5xxga3{l`PbSk&UW;a-Mce;6=@6vU2^Y+Y>Gy{jf{W6E`C&!wu#SeH%q+S}KjF#z1`ujMJ(2`6SX@-j?*+dl#sb=NYwEj^fz-BVr_L3l z(m>_jGLbsO9x>S*Hhp|m{-4YL)nkU5rH04%^r~jOUWdP&yoJHn-PT1Y6oc-w(i#dA zkbbLwl#Shc&xRjBLZ`1TlWVxH zs&9$S)p|6z9yLiukv(XLTDji$@)<5{Thb((5OV;%%4OdSRN_IFp`PE2^xyJJT)L9J zD*yL_|Dr@Xf6S|iWdl^FA(a0mu{1Qqs2RR)^y4=@Ebz6u75hi!%CJp+ z^mPELQz|Yt+Y+%#e|vhob>I7H)GuWFgxERkmwM74-Vkf$y^maXPpF)vi2P;#KU(tt zPnFVNJr3;%y%7rtC@zY}kji25x}@3BBtB+3*;gC$R&K-g;}g5lMH9`j7?LbZf!3#o zhqaC%;-2iA^Mw5?df?mDSM2x7f+Ua6S3QhGn?+kIve8M*uI&u5?)5!LEigiLuC5h{ z1@P3qJz9+JZ1CzGKWqC-J&Ii(r>jh_Ax^{w{kp%-|GgnAiRMM>MQu~$JlsSRK~=xf z{*|+<>~-(-Jq>Rxkxw^0#cb3gj2y@1Nkje+RJ~`{NS6GEmGbbd;EMfzowF3D$!ne* zM`7|}7+wG5mHgk&GdRgvS&28G-lH58h%y`riye?p&q_wSmyhH-`(x40H_>OS1xwMb zrMA8GWq(k4zhB@lCTtt_-)8PGK;^RN&DqOEtJ;?tQI#@F=ZlmLkC?RS4Pdw$>k}>P z_9I3K)plpvmG}RZ`~HgkqfxYav7#>{f>C}@ew2Ai^s4LEXsXskJ-d&{bNyx4pF6y& z|G6=eirn_skhblep~wGX{l@_#?CR61#P z<$gbs9&1qUyq&d5KT~^ip-s&##6R&~ILtg^)%oui`Zpzv0yaTT`Vo{S_|*G`#ndW2 zKR4qLPbB6>jxm}E<9O6Kc6|yj#jK=5MDz%Fv=*F@^&P zIaG(_i&kK;qVEh_3xm**^NxHY{T2NypZizrA6`@TQ7W6b$cngb2_Iu9=U=6N@T0#j z)1kY__>F*2(*D2xdG7LJt8wZ~06Nn_#P3^5^w<5_u4HG;qJ|dHT_ahoEX<5e+-`!1 z5LD7zseP?};hUb7``(KELqF>JxOC2s1F^KoC|@sL{r%4(uguH+=nd4|@fLql=PTX+ zkJ5j?6l*#Y$6`A>n%*Kc>|3d`sy}~jF?kQi`PsVVJ44w@hYeyk{4)Q~<$sf7_}0!9 z`+ese%8cxa-9BI#ZMtPYZG6A>GuZ!Zcdpg`Z}z~C%i!d;77os9kAnZ3 zd*FY*I?{@iX5X!$NQ>m+`1)<(m?V;EfdTP3P>?1F5*yrxl_q3ui5G|l4#98=3f#`@ z&mRt2Jf1SgZI&M+uECLGO3yt}sE!GNz*32epXjuqSLz-^(_K%{otL*EFA#%@fu;Jm z!|Wi4;VL_=HG}3u$rT#s$B`a~cPHbe1jNy=?O7Swipuq)>y+XM5dQJ_PGZG%6)CBL?3ZGqhi_~Q5`@V za+R%K?3q9zF?}PSt~!7Dj5#i~0RQ3X75k&tg``F=6|4_K{y8`1>%xv=#^XpTPT9>u zgi5i?jreWYOXSSDdG05`^J;3FEROW0*^Z}SQ)LB_MC9|rV{%~Xk;6vVh9g2b4qcC& z+XELGy?L$kz2S^Zez(k73D7m*zL%aY2z}u0eM5@?d=FCc4 z`mq_k!lS<)dB6r;OV=V!$ZSRxv&ZFj4kHwA-*%Akem9b{p_V!7D37Rw!evTdWFy{n zJf4&(y%>uLS_5^9MWjbrlD2odCAupl?&yAR8r7A_I4(zg)o-5o@r(Wy`=kCX7Rklt ztVhs-^65Nn&Pa@iVnJI~(KK8-BjfYzydZYNWVLHq`O93?uoeiV>8f5pV> z;z9IWn9!RSsiF58+b%eYT|qu2o%D9^`Z4Ya>YbPq1TeiLP#0?Kk)Z~#n0YRug(VvQ z`&{l{`k!5V_KW@%`=kDjI`0MA@JOVhV@<^OBo1>+oV8DJ1k+{}Bkz`ivyfE9c}~E<5l-|(1P)L~frFy~ z=3bi$^bIrV-+yHQg(bm!g6H^P*vMkyFySn6D$@6(QPu$LnaW`< z#YFH^RKKVC#1dxnJI1$apM(zDHz^f|bz!4Q-z!df9XJ-?D&wxe1$Rd!DQ=}NA^j&h zUDEv*&{-jX#$W$k;HBqIJX8^*QOH z#>Bn5`%CX3w~vG@0q8U4VsDJlk~k$Co7~qrBIbog9szM*HZgEeRL$I!`}&(j_2#KB z`d93a`Zvsd5_hgWjcz$)?pwH;j@doAUO?yk7#s^NR%g)V#%kGGpJidW1gB_PD?>T0 z;OeuSj^$i8(7I(HS!b&X)|hF1Mxro~b@vOTkH$sBnas`FEgTOneYm&?^4hQ^c-Kzy zmsr5#XD@0=poefe`Un*)F+2~9w-%VXj9kr)-`VR9qYXTH4daf7(L?IeF7b8mkVdON z{fSH?q)S}1$fP@q>?2E*T9ZtWuJCQ?Wv)78Q-2|rfd>znby{!v7(fH*B@>r7McP$?RFsBwfW za}r68D;vHKjz(jjq6DSyPa(VyU1eR9R;V%jgMgA00o-$-SsKX4ttlr7&_>$SqjL%e zLt|_RQ9O5px=Opd4)sBgha?VRpe*qsXs>BV(Kjds9v%2ob?k2??@ zQ)_iNpbGEAWJnrPd|>c|w<#Z~3izM8VEQh`4?c)mD@CM8!;rDw)kpF?K&@&z=+E{M zVJD>|RE$}11Y%NxT;W>ec2{bEVR8wH5I+c%c#wq1SYZlpvs`zGg-t|#cB&8*agy0$#uGN`vGj-OD1pY*5VabGH>hy7 zR#mx4z>G=v-WRO2P)qd8%y?Tbg7gzU@p|m=Y?2 z6J&VWEUK%9p>^WM5)`rIFju&wxUcD}{%+>MFZx&PkNVlypS(gml8N>{m|D{0yNvmm zx_s!v`fi{&n{g`k2@N*;)lH&^mRu0bA2is8i=0w>wS6fv*bT_-hKWWQRblhC)@a^N zR~XCIA{-I}h#twIZ#wJ&7b>`eC7H#5@#gNNpvnz!hE`K8Vief$Iu%F0Xa9)3Di$5M91K3iS}xI^tyBjA4*S=+$_VrKU_+^ zbnaZ#ePlpCi#CK2pyn;+ODo5nG>M@GG-+NX1+vQ7z!P(hd}s7w5%g$*|<9rBe|~xu8gd(LT`c0JjtA zxpUsRK-`Y^Pe+__wN*zA3qa{V(oc+8A9Wg6uQ^F-9FVI!*}DtG&!0%c`F zxVY(zMuW)eh{{I1=UoN6x)8;@KbI3$8e9IhlQ9*M3iN@ty=-NmX zk74*MhQ%G5;^NB)BgF&nt~VY=G_Up4LywZcR{T)YA^p`6m4DWM=fqU%l1&Km_6}+2 zw1~u9P~Tgd=y6_ z%vfmWcxMd-wmLhvFN;I5o7@=&e@ECT^LTKYV|7GQ-Da+(kqZOJxtWah1Zn)Lh@_Q! z?#k3gG@`36vod~USVWZA;kAzZ4eFND@C!aJkDjw;zPyOJj`TziZq`>A#~g0C9+}a@ zfD5JU;$gof6t(e?D2Y~*f@PA&iQ?Pe`u~TBq(AHDqVhU!eZ~`!?&_&c~>k<9((zMh*_%dfZ21t}Cc4_NEi| z^$FBHACawabQc-SiUir16N+0{zN$L1XUiT28>VaA=9_T>GlI$M69b` zOEmPRke{EPVYNjNvOEHNNpKO`9#$*#_MHFg5wR>cW;@wjsYedJhvZH(h^~r=Wtl2o zX5~T$r2d(L6PY2Xk;*mVV<0IEWLz+87ySD9=f{XxKkK(v8yN0RGezfu3l8xYT4QQl zWlH5*`V@QNWs5faJT2$)w^4M%45Qi)-{j zA+NBoN}C(>72UV;pV<%1M8=ds!+$-ZjAhl-ag6mnB;vk7SS@gMM45E;^(JZaRFIm; zUA?)@4{4Hk&imQnLq>kkQ*EEs5oLbX|1-h<=ZFmIYzYIf{sd$+u(6Xp-3!+OpUEbC z(g9Ch!pm+wLbz{re*2bBYeQakvX2ULhR>IyKyDK;-Hwx+$Ht9ac~((b>X zXkOgg-i&u(8O6&teoT)4HPQSB>0gpR6E1%y0{3ucUw^yH69P55+63lT6M@@~4AE=t zQUT)X!az~>e?Jj;pjYn6Q{|6{f2{p|`M4#z*6^%dYjYopiDU@LWz_rn8`}>=;GgyX zOdxbL(514}%Z3YH()$kLh?=i7t$NT-TRUTmz^6k%(gLcF=W=iSo0%){fUau;zi^!2@edlr<*G8WUxWiSnOiqU^ws)g_sCd%4E`0v}P|CN^8yktvV@_ko0d@HkJ;@|iB3ao@Zds;`pm9oqBz zQ&EyzFDE)G<6_$FKC|QD_}sVtWck+bEB1T$<7L=L9UCPMKu-Kr>6bH)uIm4PH5Enl z_|wPFSfY^>!IruyEuK~PlRsMaHT7qyC=G@B>8cx#Aev`+h~x7L72`V%>YE?_sO93& z^Q<=-k*LDswO26d??*+^Hf6?Ams_Ke%11IV_Xs2INjn-IAB@;t$b~ma{+f!iNV2ox z&m9D#~He*tg8n!N}mn!}8LKzaJHa^K^1}Q_w!-eF8rQpSE<>{517W z(Iv$*Lh=&))nU4Yf0~LyEh6#m6Nw}8PrZ2ak;7^#N}SGRT0XxXqJmFRI>vyA~NC@4k z=C|-gRI}3^L-DiU^sLZOR_q^rWu)SyYZk|be2+`*dZ4g6ILaCo;A6U|1spUXL_v4GpnK1|2KP8|(0{SP^LmB= zVDT3N4QBBnStBvRYv2P4xOV-%Qriin5~rm2Xt4<$bcr=cuCPXRO%mMcB+cj$1CL0V zA3|1Fc-IHbbfK4(=^^x8SQPX6z_tfRvyhlLK7q}r9?Yg;nJ(R;zNebK+dLs_vu>emtbkhe`J40Qx7t$%M7f$5Lg=6Q5#3K+V}2=N02 zu#yC=ktYjI0We^3xEgy;c(J$%-61Bxsb1XU zxitzyNwncbvVrW;gmc`Lg9B{$&&`6hf&<(2p6g zXunSohYyaX$qPfT?T}-J*`qVQ3y78`&A2q#?Th{u9?FXSQNPo4mKl~d0!@&nU6;Lg z9K&n$@M)&*BzP$`3F3X?#cnKHhq}YlL5YxFJX+*-7(RLrY?J976IJPa`*8pTN^MRc9d=Sm#$;NhR8kx=P zc*Wh5j5<|E0Y2ZMcF#|=fSK+4$eC&qp|SVwrgQkZ;QWUAg!?sZ zDDe!xCr-%)nav8bH-Z2aQ~9Gz7G0F<9>3#7dktbt-%T69xrC|Hy8UXRfE*swoQ&5xS!ci%EAlzDmPhSBGng>JAIT6zXi88y82s05>2A&nMna)Spbf@Qf9dFUnYlmHN zheHr*desiYL+F@A&DI)nBNUrA@}aO~29a5L^AvEIAh~|Ch+?Z+6lmhiJ+*fkWA-4k zaHg0VJd-x(d#U>(JfQ8aj#&?^$to_c#}0lO|0_I{75iiVf7)^>z4&zo3c8ZI9$z~L zljXFX(%ASNKvrvxwgnqju+{15r@dKlk>79XX|pxF|K!=x)aMF@Imgr~?Ny+^RO+p} zs6Q}jI7pftQUjgJ9ec*CLcwL~0H-l--s`bh26vQhhZ`1rCOeMcgK<6SbRaV==vOH? z(x;T7*PrcgtaF}3s!pn>yR@Q_qlS-7J7x-98oqb&U9J_%F{zi?auy#%HybGIX0}Cq zju{2-&OSuu+3W#j1M3j;yP`BY-|rW-RTC$ zia*>6#c_{eH|&h zyy_77F8!Y!x zRxUis-q_B4&K?x>qYafM-Qk*-L1E9L3Ji4YK1LPc3EZqf4CFnEQ1jVGWpk1jTs`cm z%Sa^wgr{ZY%JFC+Zu2=g1)g3+dQFNsa)1p=M02lK^wuJ5yPWIw!DaMGE`wSZ0*5nw~YoY8Ch{(vDa3Rpa7l+e4~6IEo;*-Yp+A!e$QD;#lTh$3sjW*;9D z9OEKW7cy`W; z;H(%8w(@dZ0hMkpB#0Gn*ktGcedk$}g(_TO#Dm*sF-!%D$Yf1+=(s|_$P>9ok_d=n zN-EQZJs{WZ>?hK8Q3&IctlZQ}1*~?d5yGThC~MH8)kcI4#7}m}Mq5>&$rCPV1WJ=A zI5~33-8~9zaB~s6lsArqQ{F34%UYr~QVBT?3w$_rDUZwF+6GZi%~HJ(ypO~@Cu`EQ z2oUwt(%_psxc&EDt}n|%Ls6XM)Ml<;VxTRO9Xhx8jSKRs2mYhaSNJGD_W!XNuNMEg z6R6zcp}vPyDkgAf|()l`pM9~grZdDm*59)pCA>j%|`ZY=C9<1h~j5e|ui%hHovHd!64Ii$c zd;Gb{dkK2b-Hiqt-M0iFm%a-OPo8$6s~JYY21py3=*AAHGmj$L^!ghwG<4C9=9ux) z!dpm0dxlzM|172q(^=fbh~uJ!FV(c+*zFq)#0rlJkig`InJrk7Uvp7zoXk1Qp&Wu# zPnE=NR*A%99y+9SI;;gY&k|%{Ox9s9x^i8@*U5v_mdSW&L1(zf`stGXRcA;z_UbyN zl?ogfz(3Fb$QsNuXDipBMcHQBVrC zy^7fYx>N9A?CC(G4h~_=|EBVvND>&@`&&9r>KK$ z*O86krZ_er_PgA_2f2o; zp7(xr7riq~{XBn26vfy-ys?A60eRXH53JJ@L3bxlK8bjI8S$*6eK6-XgwYvts(WR} z0Nh9Jzq$7MFuI0O!I!3?fY8@ovfIsn%|%g-FDKXoA1UURvJpNFFB7>!r3gC;)+g z@0FHyoKQcT6%lk)9dw;7R8KH7L7B{)ReIxIsLIJG&bIyYTok4J#m{?3^AT^Jr{AV> zR+Ly3`+)6eDLTHB@3bU4?$?@g8H3^#8Ay^9Lz<@8g{fq@sW!#FjPe>iXBN!uk?Cve zr=Mazph3BF4@jSzf7L&84ZcWTu|Mel6&Ho~wACSIK2PY`cXMEANE~QGIFpw`q`*r) zCqv`PCisY{*(%Mg0tGK_(zp`R!)_7D;XQ0x@U}F7PNIqi3~EZs&K`V^SnxgWcGTQQ zw?}T9oY%@iv~ipg%T1a{BX?pqIYA~OPInQ2{r3 zMiJUa-l@{^i5|UcEF4e%a2}N>Qqt=m=)kbu+mgLU_#^UvlcK5FV~Km;=oXqI>O-dX z)=woU{yY~YjijoXT{j!T1exa)aa@!W10_KR_-(;?wDEcZ{ojv^BKe45>nQ#xlCdFX zqdxW5xhU2jqAp&kNCO*VuDG(trBLowV{UDv2XuMVY}d$s%|)T(JYJk6BmC)#!j+oZHxz1oUJ$EjILUF`{xY(hF`dMbokhZ({k5qg0mj*NYPb&`ghm z(Xm|-$o1Ub`&-?|F_*^79P^!UPc^aXnLho9hvJrn6ne}O5sBO@ryQ#$%mncVkJjN= z=-8#DK%KHRE=p$xd$VbMHnQY6w#`A8`Rn}eHvc;RSL_e-|A$rZQ+jmxU(Uo*{Q*eX zd%(wi4Uh7J!`6~(9$53hZ{vYAJjxm#WetzAhDZ6&;!)nuf6^@+(nVK3I~iTYJFx1h zz+c_?*6=95^3dP={2Cr*4Ue*hM_I$8{G+?n8Xn~zd1mePH4m(LV9f(-9$53h@9Tjd z*2BLpgMY=NtSy88zFqoXX}N*t)oSFmB4*}U!D^Vi`h@~yplUPwPc)j`#5MXixvf0q2OOw4a( z&KB}mR~kzpY$!u@a%9-5`T6suPkQ&|ODQI!n?|pKU2aXUM&u6lW>hhntXU z@}#6~iNw`|1H17r7P)wx&Oa+)IUh1^T)iJ zST;a)8bbN+BdakxKiO2vHKroPJH~{9CclQG1YBGs*j5 zT^^^aOs^qM#0LGkxbU8T_FwZN^`f>ZavpA?iJ+=qY5zaG%3p<}V1{qGq!k`V{_O?* zQwD!OI7$acpk4x>8q(JhPG+;rTIG+-h^mxXI$xx0c*LYlZvey9Sf6NNw;wS|sJ1)P zuE23tpa3iO4|i^}BQn`^AQ-i~J7xyQ|NY=7R#^*%LVBu*H6(hDGbD4Bey!VQ}>2P?T)#N0(kC%P2~}dGUWA9A)$4W>{x$ zjNH5K3u@2)--Dy9zj3_Vs~C&O%xEv!QLl!hoZKj>nop|W} zm-Sy>Y&A}u2|#B$i1>X=iT?8S@YOK(9|vM-kx{;0 z%(qJa8XV=nW!V0^FACo(T(SS|`u}b9t-(>&;3)sL!M0Y>Z|{L0m%+)u!BN)Mz<>L0 z{Zj&nPiB!kzI+%hDzl2zUpa!QyjE_fQa1|`g!MJBdmC1G_BQX^*kiEX>k>)!m@+(5 z^OGJ8Fb9ljzc!h$Bs?f>t1s*ehNiBqB|9DWz=4V&vpic*SiEv~os#uxG)j>|Rwm1{ zakOz9(Tk-dAdY@*&&tSFRIVRgujFZuLd*y`7={~>)N~^YJ&i2d;6cUPm(hu6GiW{& zMgbB`)R;H&&qeqrtM6G3^wWZFCql4NQ5{n?`FP|}2 zkSHtmM+aFJ4`1ZX2}Q{|ZJr%$M={}hPV9&ooB^k}+qBY81+mqwpl)!L^$& zmlp-#(_^oPLBs^Gf0sng8=X;Vkxg&yHRHeC7uqKJZh)bR(R-_jk5jL4bHjrVm6p6y3p4wpo$Huv1V^9 z(CKFc?xy>ukwt@Y$P=Nj`d5%BEA~hI2L)eDxSb3`2O~4aZ(fbS=*Au5blE=*!xYg> z8#n~9ipgXyI~7kuIn9=V^kzNa7tNiQykZX}yB@Lkw>O{%M@^IB%_IeB%J%rxg$N5%l5|Lid;&;nTLbi*FfzKG9 zqa&mKHb-%23_Ev&3F5p~)VQyH?&<|Vmk!^4aVB68(J1vy2(#hVLIji_YuvevuA!wj zjZyuWT0DlbXet7DY9=VSQ^_82#$8Y7>|elrbswmYe(`HG%D$4(X}9JGB}ove6h`9?|$yMaN$w^-RI2v)k3s=UcaT-rX>c1bel2m0aG7 zW)G9e$HP_*c<=<66(04A>Ep#>b)9Xrvo8RBLQC(^OLMTd z^Nx}~;sILKPpG8&)In`C$#by{iLm(=by)6sOE|;%fc*p6Nhq?6@)MEQ1?f@z9WFiE zkY+u>N6f(mcSj{DZly0F{UjXH1-dA;1S-K1*?)7(bHN|;OmlmT6yk48Mvp8UFF$-9VQXcS9zgDU9D z{IC8eXcXc)pPK#qPosJ*Q@_2M=@<*r=qf|{F=z|$4QYSNg`K`|hG2~MPogVM9Yt^C96Kup}q_YgC zP`{}W>I&X*Fp6RpEv8;3e5P-LJ{4UqcWMVNHZryx<=m9h*sTW7meq?M-v|ZF z`H_f;WqGJQOC%?kAp}9K4|~VO31Iq+n>?{6Ekp?NI2k`HMMY2UUClf{i9VdmBd-jO zMreQJNbIpGw0GlWuC^8{#B6Lz^~CLXDt$K^C$|?a~2=#f#Mq&2Z4r3Gsm}( zSXwl5w}%CL@x%5Y@BSPxKaB3B#M;50hy*K=ZSH{a$tXFvtO6;K*&5G{eL&_}?G=$1 z%5b6SIuX8{AHuENlAfnSG6i%u|}Wyb@L z-Er5rv8Pd7XH>X)(E_4=eyPp=rZZX+zv{lplmhONRd*C)J(0lXZUN@7CiH^o%pxi$ zL;i*LFBqmULDS6u`eD{EB*w?>yMQGJf+1Fw^XGq!MmhfJ<@=VVOmt~I_jNYv%b2^~ zkP~pV3(Nw7%sURzVEGL(>1C&LA;lfreK*np&dFzA?x%2rjW629m9MElH1p&R)(BU4 zaN!wwQ#1nOy`(p^4|u?(0`l=!cw#t|h`s1`f(jue|AnB&)BEuGT-VxX+I#)h+UGdeKIeQ77Nza|xZf~moxWP&Vl~fJim_OTr zx#Go1H!sOzp)yN+kc|_1TSl*KXqkydv8s~3>nuotAxTxX!@Or^MWZy?KV1>pcV1A_yi0@y4f4)Fa8H5Rv07xm>l+JDF7P9JD!Yw8u!@5pABB zGxe7_;{7uQTE`qzFl7pxQSsOsPoB77pgJUpmWSmXgRC5|v|o2}-~5%oj7AyvbS^mG z)B-0w6=e=;%LD&K&&kv^=Rr|sP4|@z{R9e$QOEc)c0Aw{mXEi?|Hz=>T=+*mqH-Yc;da0X2_b@djAv2HRBRX5JShGa(H16RTe*6}l z(d5IHk3)ky@kmy12@S0pRz1C3&sk!DemXU2zc;~EIqlFq^5zj_LJ5Rf`bkq1j0 z$Ig+Jy&|yM7 zp&uK2e3ognXW_+3ZDG;o9oV(X`y%UABI?#9kFU6r~wYEY7ycDwG5T}X&R^K9Q-VwV64J>>b>R$eTK%?lZFQ{*1#LuhT zg>y^2A$U*ozBnUNyi$K|XtDLbfJU)V=+!!1gm?11*y8m&P|{l0jq7bJo;wllo>!)e zJC78`H8$vAbzU&-yzG^DgwcD8b*wg$DcjcCh%ZH->o<3`OrcSi3gYpDDBt!+GPRkBOgt9gRX~tPpI!G7z;pNVk#J&qSlpmf5Fs z?N`T%yp5-%czzv?QbRvNFd>;jgNT+b-w?z*D;j0n!ue_2WIn_FrMvBM7ZEarES9RC z>VZQ;I&m(~ejSYxGjK+7Sjr7=7mbwd`yh#~+4Gkq`mD!(<^t7$DKtt$$SXEYX%(a{ zKf7CkhYk5$pS@bPOcSqt@F6q2{`aF%RyxV4n#z0t;|;GUY`d(c(3pqopRsg;l{2dY zGuyADQL=Z}i3Lg6;>9|PstDeHKQu~%@wvrX%)Ov!Z?yJF#;>DM2+!C1X{Q{T+#^ty}a_OK}&0gK>5=$~yn7(L9+A7-2#T$X_;xMv*S$8!Wc2hALP=Wt4mZ zG_GFRCAl>j5_XHySnrpgaSeF#7*C9_hzE$t$*U*O_Yi!NM&QSr!M_ZIPcu>G2Eu>er2Z?OCp#!e z2}v#n<9!dBLQQABGJTGUGDk)Ezf46b=nv3pBNK<0H{+ItUzMIQ5M&(T6s_QP5eU1q z^?A#_-eL1s`x!GZKB&nl0_!f-vdCi|Gp>04)wciDvNmvQRsR1|%VOWS&5wt*e(lhYMZGpQ&O+)mcL{wpzU7}}+J5fz(~+D$0eLvBnL19bn0gV}_YY|9MoDg9h(Y!Po?L8M;=Uef6J5MUlC_ z+5g%$d0_UhyGJrMM@9L5VEk6-`rxC-x#v2Vw2H1w+Vbn?bALA#W!Pr_CbIAVxY%(` zyYTkdx8wgb4Qkr{q0(4ohu+rxQ!gQmSub6sAT<5|;`<77RFv>zUs=OXY!1b!R{XZTJTHMQ)c*R42j$Vg9vG^)3k^ggdQm zrE29PcvZW&-cWkEoZUtv262Z-JfK>gxT0AZ*I;;61gno80R#)@n4+qsbp( z;!Z1ZyB5aR9g?&&al@4d*gZ?kW^z%uM=R`!D@f*3@=}V{aa)+KD%W@gLnTO&DZS&Gt2eM zFKr%$bB{GNs^qr9MBNiPu4DbM^?KC_gBXV|qgK;Alxh28TBDo-8!u!8!Sygxp16f! zgh4`+YSXh}d^@bPHZV_2j+Rr4XfP6sH~iOMai7?X{K@ihRQ}uXfRmGVRFf<|kPdK{ zIv9v|`BmC__h?~EFWN4APUv#ZsFPJZp z7NI1M2N`379ovfPAcJM8=7gpV++@(uz|3G?u1#uyBqU187GXbH9_&&*q8IRqKhIxN*NI~V2R^K%!I zbAut0_g#`yeK_HTMxjQt$q;Jpi&hw0DkdizwQAw96ScGz+DEtY4dIN<1OlA>BXPT&}ArCjrpE0zIo63nulTo8k|=$?HH0rYoon}XQbFL zbZc=o z7pxDYrV;qO2~3$-SH4O;4W#8gW!^3?2on0$9QNa+c!4i8y%vbD{(!fDZP6Hv8!jcy ztel;TLKnAorQrE+NL;EnFHe3y;X28=GUDYy40+}zyCX+PF8ppz? z64P-(=!dq(`xY2*^3dkfQ(P2dS9h|dlj^u2%V0~~WISdRZL{`qvcedi%zCnUiMW(0 zPOxN(i;{A0{?UwQ+9)-6+F(5oKdxKkv)b2p0wQyFJQ`_AhtcsDE6S%{d3~jeA(DNQ z3-s?$;2M9?1(cSpM>9PPptW97aN*HDP>#sGo3l|55-AT9$f@4|YszM4$eSRDKIPll zw~HP3vlHtmD(!cBUw=H@g4>Gk+E>3n_I z9diF#_eXxYm!u{0o@Hg=hfPmc#Wz{u#x!Af-v!R7H#qr_X^AQhbeHqCTo1xc>L-L& zYv|%i+q-MRF7C(L;8)q3XteRIEtht4yc}93b%d)sv!RszJ~7QAD%5;L_3-$y)1Xs) zi^llEE8xGd?CKe)AhVL%h?wL7Yd9L`KSV?Tu5oxtUvDYq1U9y+v+=yPff9@za;1SEjfi zuQCCRHYsd;3_6Pn=MoM=S*7sXwb|P5Aur@>OE9O zFU?hh8#a1lbXSjvlF3XiN@FO^32u_5m@cWbPl~k?#9r7iver((+ttS|GG9xA%3%hx z568z~`L@pD@}?;+ipaG!pSIH@byL)37+&$By!@rmYn#@+`;f7Lwa|>6c^>}V2k>rle2SC{JDEKh~7T|`;u~<80McQ zSf?_-roH|gJA0f;vyL*$QHjRPb56)ckd*Nl(LPO4z~&O^Z? zN1SkoUyU*9FyOmI4kn26`!ljD-~(cC2K#_9w-~6`%bQ0&GB( zYWSw0#Vzn0I+L4kM+S@UEPNs8vfc2{UO5@vvX0-uT|>{ zWRHhO@q3$4D}_KmFQwL(_yiN=a>w&CXyvHS*14&(Wuwz6OT*ghQ(PE_jl~srcVZaj z&6Lt9F3N7B5r>i~E{dDQvr~PSWl_VRmMz)R3E#h|r6Fyd$we8z7$d(_iURuzo6ejR zIRlqc8d8?4w}bq$X8$cNzOb`1o&8?zb2xL{*xwMefwkfZU9EI4`0iSzueMDO#v@qQ z?s<0=WGT8*qj!%GME7JrVo~J47`?a*u5*EqKhiI2;6Q`K`K-&s6PCd;#W8`7+ zm7E9kBIkj#F`Q5#*-yx>PgK$_W=HY_*^mI*AdnlllqNI9MKQiOOw{n7or_}Y8v0Ir zryK0coFv&r?nlsmF_Hgb**#pY(=I2({1LS|;uW|gPGgdb1LbCL#*KT{Bt0D7iDyjZ zwpC4WQSJth>?ONyft7doxG9{(@seH7QfdopJn~e5t4sISxhRf<%R8TJuYr@dX+s}} zuZHV`iTA?qo`z-QELEe(r#tXwtTC7Xla$jZM>|7MiaP>uZ!5pZ|6Fh_C zXL3=BKOZqV*q(;csWBA8Ypn2;o^H{BDK5%Za~sL}_6H}8c- zOK0Vx=yaddI5NdWi9M@ODeXxFTi)!OpHh2ZA?4dW+|9qvMR_QhER!MWhVp#Czjf;P z{%0=A2SSCAjDQN}KfcWDMDhQhi$dv|ui#Jk09IPq=DEV1K9V#r%&}sSNz?pg_ zK%!&7)p?bW-uTXHMT6AWyS6Nj;FmG4Y5T(fm~g~oMdtef0#B#V`lG}y*)s|J!}mW0 z;e7hDaVz&Fp~i^4h@|dX%v~YmwfD{_V4;lO#-})+Ews5^47m z=`@M+h>TP7h1E&a$)-Le>Ks#_`O#FWs#aEphDp)nItq$O(PaAiQ(t;hUsOh7YBnD3 zQw7s+1!_fmD`$6Sr>R+XcFI$mO%)8~zZNJ=zf4mYeVuJ*_jQ`m!{f^ga#bUvq-Y97 zOApJWFMbi7h%`iJ&o7Sr!x<8FR-%gvZu**H6}10aP$waJ61~+)!jg!-5lOmJ-jiyS zlTA$pN6M41|Ii=iigOW|i@H6Pr=@ab- z|NB%F)^3Xl*$O2vQE}|l-LEkt|Nqne{oVB)E&H%Eo_ZVncc~~x`PYbOKh^`@$GRco zPq+NE{uK#gs`D$afaWznp=!~P84nBm-Fknue#WcDlqCcD!1QV50;)xpKdt{)+yCF* zepAjR`G*IUpk|$4PsppGL56gVhKl7RR=Z9Y?Z)F#Oc8<`= zw9wTv^k1Z{NP_VI*nN_9$>DfEozH)o|2H}! zDV5oZkZ9;RvTsOldj0QSa#U)j$W)cX!Oyh`q7&YrrKDQV(_RPl9P1ozemXxxUy`ff zDleM`nB>u{DQ=CM`L)Yl|FJdqhf|Xf8OlROccfTmf%*_9C(-? zV!N}Ge7b%7w%xS-UX2XzW(AQu=AbC-zrfYNaYlQ;8xw`8-=%t}@i2JY#D--NAHV70 z`lfr@ewR-|o_2eG>Uke{-Jay4ApiR_QB33lDsKCFLufN$DCF&<>3mM-ecFBxK;N3v z-CTqSIGr@Hw3Xx6nJ5Cv{vL~NCqkmyb_%~;>!j%u?jJK!# z|EHU2n=h7QDzb)m*Y0e<(K`grfPod47X(43-K`%lJoR>DomGdptxiqr`M%bP z@Ur9)RxeOC3NdTYe@WoKe>=g_ZVPa%Rej>fGX4L5`nW%Bzi&=*qlBe;+`}Klo@^E> zpx!s5{t6A%ioK6+!Mtprjg&_NXXp_itWy*q7J{~I>8rs$w;9X-Xz5=oZ9g?;v{GLc zmIg$P@&%lj;h$!S)tSzAWq9v2R^hY$&`&c_#yQfqxkc^(hBe2QC$o6YsDJ8p)0H1~ zcECms3ARP!C;rFv{cBPA=UW;3F2t;~5I8JW>v6&I`~Saxx`AxWkbCATQ{cWQ5uK1j zoT2{_ztuShy9T&r__D6xVd@P1oKNb`+EiQxk%70Xf-S;lEdQqs|4j>S2~&1(NxK7o zpN$Li*%#A#@LO}!_IvA;7h>An&&dJZR+f`?O#gXI6p7>P6(Kd8P_*@2?1T21Ops27 zTmu1OF~~Bk+!I&r^2_=CyO}6!S6(d_vGfAQk)f7Xu_NE|KYiSrw%^lFBE?uEV0(@i z+Fo6hU|1|N-Cw@1Fvmps9*W<&fZv>-w!gEMzw~{Mi89AT`O6M6w{R{3KSbciVeolh znJ9B(;6KFYKcTp9d-LKX?LaWUTXZB%BZOe~A?H!3+X&9%$vEoMDkev`ae1pMdn6_t z=y*m9Q^wKHqeb?MERd^0Nzfrt3O}BSw0Yv;kGIP2uX;78iMQgD&1sgnVLQd015At7 zpmVdz{3=UsJk(_nm$!Wg%8cswIP91@7b6Q{DKnl)M3J;ixLP+^14}9v3FfkIfNl35 zDmo0b!jkdV5=rY3#1b}tGWN*^(!}x`RH;)Az&!q#fpY0B8nkNxfxG^7LK0m-6kXJfgr*y z+4xBk)wcE}8Egh%Kd>;bY*kWwHO2TuZ1;)m<<^ z7y_G!%G*@yW+$S^yPOjpR^NhsSIJtqG5rwQBk?AdZXzR3LqY4sXW67(i7VVBi?~&H+k=od8(l{IH__RBW5l6mmzKRf++9xK|<=O+kwpPRJf)0%%0EW zPEgo3C~;x~B}Q_b)!DUeb|Olsty%M@#%Ne2vY&g?(F8)68@tQ`j{$7m9TcEeDkx{| zTBUzGJRK7RmFs$oE%1Vzg|@4+E81p7#<6y&V}rEBX+4Dm3_9^9ldsqc-D-Es8}uh2 zURrX9n^O;Eg+o+MN$8*>V?Y3nA3p}Nygjk|<^=HHJe{98m=1kcEhj6po&s6c!QohR z0dX<vA=|C0Y{`(ysKsCjxtxevl=t;Jv< zlSbHb;?zfKu|9k}xW45xi-6pkvNLP%9nC;`K{4rN_pQ)oljfT$Q)j%WmN-w;MHM3= zA3uNnEC@ZLgd=G@bWtl{_?R4dEJm9ja9_Gs8@0PAKIk2iL$+JteH*OV@cj-S^T!t{ zk!gMC$3>fRVaw79df}Q^;AW`te1~u#ybq5T6E1%RPGcv9hXRctF6Tv-d}Sk`?zoM9F6g_;t3z(3DxOUfPZn!)L+>o( zc9~5|_=tm}aPYP}F1wRG>H%wUK!B1ybRP>QUC}Q;y0-)J@YAD8YaVRN%@#hs>n8L# zho9OgN`j+?$3C85ItX-6A53u8j6waz<9WIyJHh0&Wr9>3J^C@QzC66e4SGw4InAbs zC|f2O!#FR|fg;01g;)qDQY5Lo3t|ff;jJ=}=Pc&o?yA@8kF$Iovu<15^`-w$+aLS? z6|aM)B}-{we>_o4$J@50#ZSzrYz zmksvx-y_90=d&uz-r9hDEd9Ai>MFQ!-F6e{AQ_xE@Y(%y#v*hXII?W)LJ+i`qEwQm zqQMaL{A7`_Z$yx%?O*hlf3rX8=Q0_)HJ%s`!SZg>?7+LE)j?Yh$zrs@S&3jZ zC#-KYjFx&Nj-Bb%2~0<6&~-acl9Ndra7!~vq{>mE+cWiJ8R}=jN%dyS=-qZWc1w^c z#(g*RkoVB!Jbn(U_xX2qHEO|?gkE-?b$yV#hi|j;OFgJM`ML1m=3;PD9kI8(F+#X- zjY~8`m;;*@b=k2@5m9n7RvlZhoCdw_$nL7$I6D!gNa3_Kt$P3nEpB$x+7m&T$jF65 zAL3V-GsudPf-+4WRbsCQs&CJFr5<8O>B)IpT&RN}k$Qc?ItF@VsvacT$;?hf zVJR%RBRfSBxXVe;^oe%|p%jC3jV3FxOv(I2%0NFV$X7*VEyzX+LH{0;sr)-86)du! zAR-O%$V1`9O6d3eb!@^_b8K0&Qy}f7817PjTNyS*L{Y9=`s{cBAD&`6wBIUd43e4l zn3%ZL0iUP_L-6E7=%%3!a#x+|ulLy<2R4;L>Un~yzl0gQd?@NxKwS=7bWE$l4aMQQ zt<~V|UAN(p%38>Au{Wo->mul1nAdkMj1@!ow!}D;2LRiKh?Gzn zT5QoQeQtjJ>-kTh=^$z@+)MxHn}sz*=%E@#2aCsMa4# zU}si`Mk_AwjJOMMSZz6l##JGR^*^xRR{93qp1)N*bD1!Bz4S6BdS*aDyqYWJqBcTE z`p2e@w~ToHBY7}YgEs^{*vIwxB`GEx)$+^U==J6NCvZ*0SN-4YkNPJMh~)?B=s-{n zIknwwGlC_%?i(Q9+4q|2ZVwv=CENd4i0~nwd`>3&fCH z&xTZW6|gsDi9nZ?BAOgflD0ds=XyD017*~zd}*(+DU&9&q7JTqGm+$|@4J}?;aCkcLOHf(Tg+eD+~ z`Fs#gIQppFk`JyrlRD5OUxt%Sy*`U=dBD4;@MtwtI^;;L*e~VwoZv28vmlk>Gtecz zrIfHELh^!7>XS!%Ks?ZAeq_V!M3exwsKEt;^1zg<%+{r+K?uyLJ@S4q7dIcGH(AV7 zi}$FMIr~H0F#TBC*`JOoZm#)6aGWBd%-?YN&Uz6x{Cxk} zs$qFegx7-L+mqohFY|nthBKoX|!+fxNa&*a%Mj>2^u3cK6!Vcr-7CE|89fv5BQKkF- zEd(=3>3|iNKfu&MjL}$cJFKEOcI}4p3m}y{(Kq5?@HPLLxnJ`?ZGXsr)f!ukoF{8Q zXJ2JozMC|`E}$a4&MFg`X!++)l-|N>lb+&_EOt1WF1GU6LQ#Bs@pgcI>1yP=+{U_6 zZULI9jr4BKk;gL6$Guj%%(!^?R_pFC6}-HrV<;({4y7W9+!oLc77Nww4G-UddSzvQ z{?J5Nyu9fE$NhC*{rkZm>HF(T!c{Y%xYFRsJwA5WAy8g_`{^lg)bU;NP>Bu{sFh?- zjHW?vbDo2}Lkpp)t8f31P9LndDl{u5nt~=F+pfg#3EZ03@%rLCwXgMWKKWJuwEdyI z{S|Hr!n`YBzc#n!MdJ;GJvS0|>>WLVHK7t~3iPkwjdD-P`JePL=Pajpcm)SKljz91 zC<&rvdj5$A%v8whBu;5Funv=($0r}HqQdvZ)es@E5gB*8uiHB@30=80M*E}7VVmrJ z=e{NJaPRfu=%B!Jz_`;`-@nEjhBhj+MhnM43fHmo=i)_SxZU13QaT)*j_TeLa_J{r zqCH$rns*c?b)Bl1$;qMTN;Jn2rUYQth+Zf-P)qnUAR6k})(nNNPPLrD%CM)!gQnQI z5>6DloZaR3Exywvlxh2e{y!5@NR4H-G&_V~W{NRqXZr!%Oubjzb^nvurK45qjdiTW!eq`Ukx4q^AG9tfm{pMPD3QAk8OOI-x$PH)xVt;JWP?t_mAgF)lYF?p=D*G2YyPM0 z5Bh%`1OM`ZOfM_jZE91);B#p3AEGo@oQuF*1b(Xs%rQ}Zj)^j2@8-$MKSn5e$Z(vK zglWdjK>yd7DBaugx`_eHp%E`8=I;=jq5rq){8P^UEEC1z?8R#oqe`%D;g0i{F8}8- zQJ(j)E3Db654o9-n=aT|{B-_*cP7g5=Z=R%1oa_!wG{m%-?pFD|GVuUfA+UwVOq-# zIwhFTaba9OTQ-@)o^U%zP!Tubtf4Av5Cd#j6q}*o5P0HRm zCdxmH;v5s@pG9VF{#*p+A}|+$xd_Zf;P;KdjDhfJCd%AE`0tz4f5r1;2L&l1$;Dv2 z??F?j>8cq&1pTI7g0cJF8DKwEP?ySXKI01BztZO4xy{c~QC`=?%b$#62ZK%q16jtI zPeuN2R218f4i(SG{JwFdD6eVM-YVe?rR}2ok_*{-KZ#)8#u}@SnY%J zM)gy#5uBZh!p&g#aofoipw4O2-J!L9M*laCaEexNy9k6`+WNd@U*9?OSN-?a-4m3K z+Be`%1(o$@p09T#{nh%jE&Ew2%EFX~*|k>5a9>f;t1I^VQ{ninooV~M+2yHPIuoB1 zA*{lqX^F1>4E;Y#Me#greEhsnJyaW&5h8q}fBJawt5g(2Hf9FY%mJ~XzIqB*is|;J zbx+&x`afLtD$Dz{6$HGk*c`o_XXyXks3`59eEc7rPlffaLt1njKYY`}^-cG*{Vt#6 z{q8;y^*6pC^3ljkh9P{0{wHa%)}3$5;l)bZd(@7>)A9VHf&cefe6P7|*7`27or%FG0Ih3$ea{ud5@=-!InQNyV33qBbjVAa z&@DTEMa;k^$S~9B+edSX;3&HIK2rI^rW-9Wr$V1h>-naCCKW2{=03rl?<2tS=E;0< z>zP!PH@6Db?bN+6b*BOSGk*%ZS^ZUf?s~Ayyb$<+8(-+z&bt1e!bd{#i&PX@-qV9d zA^}jYCH?M{e9x@T*E+nc9GkBWR?`R<%%$K)=8`a`{4Qo{D&JZW6;%CGC2 z{%IP(wEe@MYb{$(`pWx*)}3+FD$1zoczs{t-<^tb_m)AvK$ARl_r&aGlRQYM-lTKx ziG@9^G~8RTi)VH!2Gh-8_Yh_W@KL-ae1`hxsVM($RFI#gqSQ|eeva)m2B-cGmsi5J zGxA@Q^kMUx2TicGVtMfX!ec+bKY#B@|9=Yq(^M35B{^4-s46&qXEI<q-4QdXlrfzT_ z08{mT-{O{QV0?3*e}E7to(@&1v6Frck5|;KHA7R;knfcG(C4%Kv&}-iMf#6lro6hPR4n6x8#YWW)%s8w0bBlzNqF45Z2SP?( z{5y%55JKIJP%h?*5!8xxpiaZ(a&DKG9a<3@iGukbM6}*1Bb}kTOH_&lruq7>l=E4K zt2>A#0(bq9PUqRe^_#WOK;g`%N>4Y`^hry&6to88jw~7_mUH8Qm%)>i;X^Q=wsD8} z>wZW++;Zdf;dsc)ySJmH{UHp5jJ>&MXAcWa+5ef&VO#5P&XBooejb2Shn17shTzth4GQW54ph91Z;Amc;!SrRYz-pf6}Acmi< zweKxsCc{-4jI96&(1~3TmSOhCBtA4=TE=&I6j>4wtj4BpTQ7{(mhy~#3d$|rFM`{*XAHz zdP0BOct{_Y9HTK|6R^jiqKCtyGK%PXxQEK~)qZ3vkz6klWR5{;!AdI!e6jE#-K)1N zH=xj)U@09r1w6N?Ge$6q4T(0dPrPD#4@T=^5Bc0Y0HMK@V=rGf!r}8lBM%mo z==r{fz|E^A^KlSCc>7Abvb|kkI=?J+w~iXf*aeVQ(B^@PdY70}&Ie(+E?<7NO!H8t?T`Ba%k7=Z)0anpSzD_8?VI}vuPfC? zT5k?wNU&B%%1a@+;x_G59v;W=i6ir8m98xqLOd+AI@KL1dN^0=g=r(jb&uLlc1MtA zy-^kKLI-?zKx_VPvc0ITsc8A4UIlLtjFA?P8zKW^YiG?XVU+Aywo~`|Fx*Mod8goM zGMJM$E~TxkhlcFJi8^O%&@Fd=v-?mpFl&uJ7XdZcQLi^xN#73~7vEi_OV)*z^r8cy zYpy_)`()`Y^Y?@i#=v)qMO0YP9#KPP?gY%$q&}JQl$e!&hr0akS1yM3vmyM4=4tz* ze)_&g*PUL+faiGC{w0t|7+=07U~r0yk}h{R>VAQsTt1J^y@dR9BpvG6=l{Y2k99ma z{36~JmA4vxP8HdVd-nQ}mfnrW17RWiI(4lu@759PK*2<8rmVRTW2uMP@#pGFPHCgD zV8WsIC4A^ze}#!aJ^>AR$(rj@(t+vSVd}dBPoX@V%1Kk*1xlAOH;id^LpAwc1%_(| zpz?5tY8PccEIUOTY#FTwN6zaE23))W=h7R~%l1zaUPh{28BC=|hhd(z)o#HVVw#6CZGY51Vq4g`#qS`<=hvKQj7TFKFR)47EZm3t>)uwTkqF4u zHKq^6R%GBBCQT!qek(L`x4zKo=ZtX-m#sYas^YvoMAM$!AlyoBQS%OT(OH_b)y!`{ z>S=9!bn3YlHd~R~d9RYgI_i2MpCMMXP_i&H`$UB{X0|%DRC&N0dhVjthS%WvY8i#u zwm>-k_%)e=_G_rj-<{dB)EJ(s#8*ELAAuEtp?X0K<{-D7g6__MCSWJ$#7Xr+Iku^X>*X!QJS5L66yFM+Ep(fmMtP` zp6$LsXkN0b<%mT$MpzkdTG7rWC)n^vF6(_3a%wz2>T=Q!s~um`oR@IHCSKy=T544! zNxz)qzR?pu>qEFG-{y$w-YCQE4H%>kfxk7jdj6x*PLUv4yxFqE6;R$zZ*9B2lsF`D&n}d+RO5b?#Tb?!YDug zTJ*v=LD#3u7%e02e~-EY_PoC;a}0R!llMpON84|LQegW_PeT&y(x+a`gE8%!T3wi`?KONlKJS-~+%uTK89ZbYRLmk8~)36OXia zxYr6yohJqPR@BJO!y8Nd@3BpB0{)?OnujuNf7G8C(IBAfdjdA7WQiBX1ivDWTX0#td<)w_IP7!hVI*RCnVQz)D)ZIUfo-_=3{=P6S^vi z#g5kj>IW1tpsOo>R38XyShxm_vIstx55U=6g{`Ryd%>rl>6!V(ekgo$%H-8jD|no!_PUmn6kj&lP}-5$08Nn3d6sRr zfUR(MMo1VLRD_6+(b_M7UP2sG%Z8MxjYzi~1Cf{PN>ZIW>^Jq|Wy zsbo-{OeRcj>{seGdV=g+uBxsXv~q)CJGRCMWh3=li`2m;du;F#=eJqsgon+QQj%y@ zk*Idst0Q9vMm;!jwDXZHK3|ZK@&KIh-6;(To7>_z@G*bm>cf<{Vso#*(W6$_Pqv_l zyM!DgO++4!)Z~F9t8&o%L6QXo8dRe7TaTnU)1QV$IRd z*AMtPVmxQMj>%#bbZ-$#(;KwLQ*k|UUiT!C^pn1)qND@XX3aNEc)S89N8n)Pxp}xG zwViCxrx#jRTeIG3?1UTz<87YK(Xi5YiQ?(F3-_%X>FA8^gGK`dWfGYj z2o3U3kA<{Ag++U+%hdUwEM%tZ&pQv~)h@->oc)BgvMopK3)%7RE3F{4kw7?mxl4X5 zofe-Q>Y8YIIXf4HEbPegZL8d%^?G*6p7B$%Qx?0^hN51&c~y8uJGA&e}&Wd zfxok~*vJ|CT#Ayrl$>x^PL>IElo|%+?#^o6VS!oNm%J8}izAKt^0-~H*0`D|W@HE><@=zgnZ5};`Q@tXDgJUAR%pw!v^im>WKqs`j{c0A3u zTuzcI2sq9))^8P{$0(7y#v^TC_y2OXI{e2zKW%^9|C>#&$2W>w0Y@Kagmtt7p-GKT zyqoDJUZT0oSST=nXBQ0ZJC&V<^(4Cn$y0V@PQL1yd<_~W-2T%RUm_2W;3DF!ErC8pV zqS#TB!BOFE9Bh9t^loz+a=sK}^KQ08(T0{Y+ZI_O#mn0pMCu9n)Wv^OI2vFSgKmC7 zF+YC3z+ahTzXb&{Y&=IBdGL`=w*HDkV_+HUsp+?2>O6NAE=sPbG4D;u3*Zv9Tvpjv z5Hc!im69EAK)N=`D)KYJ@KmToIOSXhs4ROL)1K8vII_C4w2GY(L&q&Oc8hyMym81O zix(ugd@R%`GVSYCi@)NcNIh=wX5rBW-i5{Y9yA#fE@&;f%%)j{*A7w^U{gC%jj+75 z8{dyg+qFKYOX=b=rdV;^1v=Qq+1I^u=L$5w^*Dxqw>I9XU3%#S`%s6b-;G!%XwyC?nS{L%BhA*=B8xfXUcWKbKokP;)yEn(|euBWUyOT9*bfZ+`oNC0pqQfwCii~;hOeWlghXmCkyT!m@l{(uS&P*RXgdT z$#K@bA}?5H<)Zw!FaD$KLE^CHar$Wp68V%&qQwjBg$qsw7hMGD#rKl6wk(0n-uUQ8 z+m3^E@ZHyo%byXbBSdaU6iqUB+4 zy9IwrtU4iZb?1tRupEpw;;G-U?jDW~KX1_}bH(^0T}iB-k{In>Xlcc`qift3dn->9zESsDe}l- zd77Q|C^PDHZytRbq>L9X=$?2zNrSyP{^AK6o1wpob3PCppg8*R6-(C`;E~4ZqI>a*p;|PQiExd{?W#xaU40@!{^A&4N$Cu{Du<9YF~g zixOW8#@>M4F(=MX|+L9IkH_xMW!+xxwWj_>>-HTiR0 zb5{w0=(bIvE4~OAZW-{LbK?h9Yxg`ls*^BzuT)|*k?pJgX&%b7{h{R_M!^p(kNUbG z`pdgAzXDQpw|TlG5h+B1lGI7|BncC#HHkEuMB2SXI!)p{BIDG2VRaI9vZ)V=I>*#! zel(S;s+EAC^?PkWDKl66+3hA?;eE*+%dV4qc%WuAU>zaJ<4w?E1ef?Y=qa3{S*ep>&> z?f+`a*`{NhDtoM8K5EILg}?cydU6gO-!;W34;8yUniLhO|Fr&JP4AEXY;t4iO&<`4 zVUduQ^OrWh<^E&+K-{LGnl?>vai`ExnKJyt`v2~D6#d0rY~8AwkUwS@lco2^_5T>p zzuR)1LG|Qzaw%xYj!-hcEc=J^|5wxdNAW0IKHDC(>Joy%A?D{idoX`H{eKpZGV7gw z`Zzx;=+F4{1nX^lEBLRL-~VoZ61dnEytb3U;*;SC>wLNm`TvRsxm|wR^Gx2RdzN4S zU;cMH@!#0qOS)hSlc4=@jhRiQ(H=X?0XrK6Yk%)BZ#bv;^Y~_Xy`UpfzK8H{um5*t zze>L%@GAnpBJe8$zasD}0{&C;s4ugNiqx>2M|3?A)&-}e|T3atcf)@G)9xn^O z=G$-^hyrNlS))q8>i(<#lFmOrIq=^d#U`dao1rdea7-Rm-x)UeO%HZbB-Z}!h2)T# zB8Ma$=&Iee(jeyCpudxK|8ShlQ=q@V+D&<81v=>I#v(*rWk9#2cWh8!O|-SCSZNz+@zwn5f1Y+IEo(1%*d?i0)qrr zEs7i2U^vl5sw>+91T`!HHnfTV_IOZNt~Ay^(JKGs_UcU6Oey9T�^7Xb8j|5>=rI zCHU4q_U{kYewUAr6-1%C`ZClv_By_!pZRJ2%PbmIh!zw;VTt#mBkx8yikQpr6gzVPINNW!e|W|k z)Z`RfnfqIyb*G43)ndVh{PrKa=ApN@8A?+u8QJ{LZCL-a2>e+%3d!qZW)WT2KvPBb z`P=l*Kh>{mXdT%mZ3S0K+lBoWPhjhRck_?JQDR8nEk1H9gzo-y0?TEWKdk?I$N!gw zOUzrxJNo0{_-4jhDuMZLdg#&D=CJnn#z~bQPV=~(f=+G;vM2Y?Y|u~NZ{1=-bO&PN zP7?E+|Mr^E@0)KZ>6v7cPnXxh%{Efnf$)v_|D$k}X4348+p4<2OktBNawmU-e|$~> zr&My)!KZ~er||JjOfe;Yz=_oW*ww`*B=EW$TOWOM6l=fxy}y|C81Bg+I6`Adc{(5( zTmSodQd@kn-snb9x7?y&`g$Ym<$J|%1vYu#6STE)5T|Uh<@8C>Kc4@ez)^mL!xWrI zR%`4v2lqZIlDW`2Ok9GLmAm~(_;U4$h5GP&tRD2uJ*@q};p+w0Gz>8r5fQ!`5^J9cte2xEm4Ax~v5CG`i`;(Os|u;+cO{k`+6or8F?`+Z@4aWR*eK5T>j++9^5NTG&uH%l7EqgS(+%=i>6kc=4BElGjm?3ZAF;!R-&f-ti;1zc)^g)xa12S<=Z{s*@Sy{9Vj%j$hW!8D z(*IDYQ_lJry)rDrV?D{k=@_{OdfdB-0%8A~lG2Gj?DZde-ox78ea*E~^w)Sx12-!b zyySP%ZpeQ?S1k^vsuZfbxX#L22LI*sTdABMWgyamly^k@8npK@!6Nz(R(89>1#i-{ z+S_k8==ojw*OERd1A!CHJiW1_PYj$bE;G<6OJnxzIXKvFQHE~2 zmy!9JOd+9}H-4XS)RFyEjD80(2@+6l=dU}#gj5S&*gSFg2oy7!n6V&Pq%+0xO0$^) zah<1CnQ|3HcoOB|wXZ)z)sTw+Bluj4)7dVm*<-<}QUODPlY8c9L^d!>&~ z!YAPwejZg)2M)xO6LHv<$3mOG!A)`cFBrX36V>!vQ=u7$#o2-#7us#;ySi-cz*i&S z%$C|4n3F?^553(Uf!(c=lM|~f!2W12gY(OL@YQ_fHz3US(`&SV$Exq!`+o2o1UN8~ zL72nM9-O4lJ|RMfeEoK99x3j_xsz}`6um9-at0xJ#9zr>w};sjWf3RnS6&rHy`j|U z89F{_ru|*g(@lp_T=moX^Fc0%Y)IpXruBZrcTtAEu#OQu+|PISX}~O)3Ow6C{&WI% z&SHv*nqz<_N22I%*b4~gVfNkcVhhvhRjDG}jS#;wH?Jir4h<&Hsij1F;ikGGv*g+g zvw@)FC1!VS0nPgpTONk>W4u^OM_D${fjj$Tu!Dmk7!-C5^2trXr*k&0H;L?i(?2D; zg#K&K$J+Hr!H(7YADJiu0mWyTmT;WKEa%>^y?*u+qCcXo`)G<=sNMWp&KJCD{jAlJlK9?tIBMR7jEBC5Ba^N4>VtZd6J-`hBUi46Ob9DmFg2cYhbN|h6-e>2iQrJP|uaE=FT(^AISt;2n{$?;okL}rW6WR26pm<&SH9kI}})k@eo%!?c9#nPVju%sQdcp7Sz9Y zCmvb(&(SEIy#$+e5~G1e_S%X{!3B(Z-N_T8ho{lIUUvQo6Amek3-X+o=B^_j&s6)} z0%oYMn#{H8jc*@6QKXSWrv;MS8VMUqJlen=1u7Q$c+6skN2V02HZ7shVv$3EmndFO&n` zfn6vM=cac@An{rMz;MzOkYfU9q5TLrT%}8t4}T2igtSC%>5G`Wl=1Lq0;DK)pVk4v zKsR93JlN#3A0LgGZ(0bC`#Loki$uZN_4)t8@^)WMP&}{?htl>0r(n{O4+WmdnLs|9 zPT#Y3VwH;Vq$b+bl!neO^bQOznIj>ltc8_yXH=yc)^JTp8I7NLm9rudgo?fGaz6SV zL9Ap(Lnf|~h~C+9Y`p6*8d&B^iPexoUD|r1*BU7i-_86j)vQG5<&?WaWpW-A+I|r> z%pQS*FRo3Sd-=n7o26fT`v=%1ZZNn?YY4%?1T|823(!1xCHX#{39y+r8xIUtfn)#v znQL2dK@AEK%?&bCPW5uA+x;ZuZ1T0CAHhQ`nH`o6Enm?v{EXAT9sgLnUVjSxUK;tX zRN#FX-Iq>u8xvzcsK~c<4CTqG)CuY{OQpnH9f@2@M~j30sVVlBC`(TzBg5x7+An)y zqHVh((k^tblqmEg-dU7*r zkO`<*Hl{?)64CAaFYd#OOYz0VDziW!XYNRw9|@%n;)?gBJ^_~v-lwDWYltwsrXZz+ z%?RUkpv*7A28_RCdGn3d!2_)kr*yxq5TyE`Br%f;jSfl$n&J3BWHui)75N$(<-}$M z$@;Ho0G!hkzv=&O*9D-NmuOp~Ru&9}i7p=hoR4W7xIhzkWeBDAUtgLK-6d7tz?;S1 ze+%))Uk#Vdutt4%$*L|;J0pg^JrwP23TWa~v-y~yJ9;B6T6Tg_9p;Qmdc+%#;yY5;~hfiPJ)VQdn`GUKi&0c3hynjs2H=`;L)Q;`b}hg zbd?ZsanzhlX$cN92YcG&oCmG<1H_^8^Kj3jyEAyn1|Aa|zV4+UL{Hv1H&2!x2gcHO zJfsGV&`CJK<+`R{KFFXDuZVHlJtsN?ebj6usJ~>3zR1=Gtn@n}i31Kn zO*a(KN?=M95&dzbS8!2bM?6AOU8L7zTwT!lvzauxf(OtOCvTf&5)xFBeh@EKr5n=1 z&D+ghQK4ftbcv~^<*;!msQV^N5Q*ZV zL#)n`<~o*eEL6=Onyc5QoGNNb=4^sYXO3R61GGpe@JfSnYyhOcym2Yjm;ezbaoVYC z{Tz)_G6*{!?~emZYrgatw<{R=FXa8+5}hbXOnEpVl0Yi`^9QDwfeaMYX!n|;#SSeq zDK8#B<%9-^v!;^M715SPTklWfcBnI%P+vnp5>440R{z3s$cl?cjU|#RvR%<52m5Cb_p*abK4TL}Iq-+8_UvX_#01^CqsSVu6Vaqn9w*$fmj4^% z#%#)jXh?X4B{AmP`Ty~&-;V!^Z+89uANYjtt*CMUoRXyYB-|B_p=Ez!JV5*c6^r@Y zJDs~l%4LC><-ThsvUlewkdb#l1ALtOk0M8;nlKK!ISOdLwe1AagJWodr(auTry#N~ zdwT&{S4MpkF@ip{OLAa5CD}pVB29g!+{b2UsjlRMcd5Dtwu%k{PA0i$_DQwc6 zz_bZm8nUscMh}?sKf8PS!)8@;N4&M;e;0W}>o&q~`Ul#->i=ff>nCE%RAy>D0n}cp zRg8)L7}iaECl*gNpiUY7v;LEdXo;_1jQvgqa@h7zb%@siy*&1SVYi1J(*2-}Iebwb zX}&R*UXU|GIp$|=SQP}&BRgg(A8||cVX>f6&5jeD9+GmW_`DTq6%YhOlD~m&mg7$< z#rvQ#(rp1_9s)tTH~H%JKLA^;CLXpUIuP&dske~+6g+sSj= z?T0T?3^;`L4G?ys_A%@1eu!uryPz(V33bm+Z=3lKW1LPe-}k5{N8Lf3hvVL!25$kJ z)Min9^!At*?Vic6$G<;!?Qi+V+V%PO$3KSiA;u62>5gl@5I=^AsbehDDJw^~a}g;+ zUc;zR>GWOFoMgmvrsLrCX)^>A$GU4;Opvdn7;{yL1hO9JP&`|!je0-C7pAAOA*G3I zxf4Q$NF~Rd%cO(}onJU1GCepACsPX8xO>+=G{P9a#nieI@@G~y3!ilYLOhF?1m zs&xQ|ChrKabCvifKFx>id)2j19Ag93)oj^{OOGM>OsLQE7SweGa8b;p+UjLhx3AZ~1C?L(f3xfL=iE_#`zcx* zT1sg*i_4i}Iz;2#ZV}%{-BR+U>b?WWS-M}v{ls}>9{yaN>YO%GgS>sZppDulwyQrs zb^slGX5?|OKpioL;FrrYF1$OpZy2zdmdGkD>Lm5R|?eT|~!RVmYB-7O{cpN$v znk!xe3hw6ugaXWgO1vuLkwXkfUFsHB+RF>LlY>>&I``n>J107=WDZzt5qPldQ2}_L zL~k%@Z~*(Z!hn*vG`PI2w@{vT0AoP?Q9JzlRx~naoJZvD0z76$gYV4dp(%Y+LOkEs z|Gzl@1dW2Hf&p$?#7GtyFcPhah9z_TnC2)^8!_KJ z-kDF3ULc&Ly}1P}9^QZGMN|Sgg1!kkFHB+Ii5OrpOa}Q6tT%DJ55Uu{dAZ@qS->b> z`QXJdMhJIyYEiT*f)`uHpPa2{fFf12@cPUZ$UhwDV;t9s8QIf$nyOr|-n5=BGYlnSb7i+@5(ONLBs%^qx3bVp`a*AK3G$JO%oX z<7E0i>%$~(Ua{_Gnu7qoOjk=!GY|=<=Xdab2a|;tl+V`ceASOdqG0Vh{ZHSyKVFqR z0D|%?P1~l$Fz&kSiRFyxD1&#EU7X+JLS&DVDZb)C^lI^ME(Zvq$42fC zbN1{+`#5EIO`Q=sw2w!3NpKr#R%~|i(w0MN?)!aN>1P_kB5w-=$C`7E>h67*4>knW4S4vfh05*6My zOJ-Cy_ekc%dDkSpQz^3UK7>A7#DP3Wxod zc|T93gAVom@+{LEFvPcgSNp2c1~kh2`JHu50#V>%LcjW~6$ed&oQTH#co9G?}tXQ8v;t=DzIEEaFWNM9x`|-DJHxmzv{;# zQLuKMey*y{Bg3UE5ZzdI!~3UMX0JTyleO^~*Jo_gjqOt}hg5 z(>@Gu133$-CK;ykwA+N3dGbweut2rP`14TM~s$0&PJNODVF0KZ8JY5DD4MD{Wn8K1xqzyBJqa$e>Wydimk}gPX#tmQa8#j7yERBo*#E_ zXOmD$iC_+hVz?*D!MyjU^?%&{ueLl&uVrI9qYNSPJhn`CFa1qu{`vkNS(zixPOc4?2Lt@>gqi$d{eO2RilEs; zi3&n3IJmIQD7DM<59|Li{(raSEn{Y?YMT`xuz;M1g-GRZr~gML$RA~*oDDbave?G~ z(Kyr8bN9LacKZM9{-#N0cK(YmC4}Q2BP^3<_+O_#v`L#+HyR(b%eRH$xsv~f>c_qW zjkW*!Uh|a+Q~Hew^Yd>!{p&6NdusllnK1vjuK}-nB~%h~n9y43588uYe!UF(k3;oq z&94ajiomZ3{EEPTPy{v%gkzZ~zXrnpgR=ZDNZBUu6cBTR0gRgbFScd!Z@3XYO;~R0 z-H;8`>3J=Q)P@_M;QR}H{J*R+|8O!R{HQCG++bjr8~HgEWu!4y`bG>jXb+NVAKbQ) z3c{9bn(47p0L5jW8m{Qr{^j*seYUH7vm67L)hQ$Rsd%vdqHj6C+V3f`d~KjBag+;M zJ9gj&x(RH^|Ier>lU|(}m9>4KBg)%$@oGM_+8s;VW}gcWrhI~1JDsrofA8Z5n*!t+3pIH0d?UPj=pYOWJ0f_Jh?oQFf*8jf#rXK0_)8{Lo z$jI1fM%VMFR1_^Xqa9wk?J#~ZC_zsv_7Cg-vs4txYTnb_baz0<(SfP<6E^=iSlw9r zU7uFuKCP={#=xq($UIx$fyz9jH>_yFC_Cff<*$do@!y9^Q~F5}%pI zQW5CC>BidM8^617vmvR_6NL7z>}q8>yFouO`Mj|))gxHEUB?;D`t=Rl-?!daGLMxt zpSxBAPb?@o)tWa_M79o<<#rFB2MgznmU^9UA9LB*%s>3)M=Hqh!R>n^r7cgRbsUw_g`$5?| zSaH7U1zc()KUQI12y__S0*_bo6e;f6ktSY9>}$wa0W9HH-_fQx}WOr2zF5#eisc)IOh>q%Z1B(Y znX35mR)07qmXgRq`~frd&M$^{J3Ab??DWMd|JAqp*a0xC{oOAv$)N+@CcbbksoYa> zaw8RG`?;34I}|#=S|zI{((cl~{doS}v#+I}Q9+7yO*lJ!kAPiF^*rC>V$2PNYL!?9 zZy1pMu>W(~I5uABTf12MZ4n12#~^L5vy(OC8K}3Ls=8t8e_t;pZ#gAD*bSu9yGjTp z5;o{(I=5v}mZ};w*bd$B?)>xDyYC(Ui-r1X?Hsl)X&4@l^rjNLgh>^4-{mC{2m>QW z?wlO?P6hjit@Y9Bop7Dgfv~s^CCd?u4f=iB?nu9`YlFqJ!b?J!KYl&?haLZ$R!Hzf zQ`H%{z!$sFqjuZ+v3k(A?y&ZI@7-^XhBVy8fHxi9ZkgK~AB27inWvkDmr%QJ*Vt~x zs~htFy`lf10`BUYd)vehm7gY+4J4yD2S`Tc*9XYZwuY<9@* zTvnJ?+=q?VcQt+at&06jRd9*9!UWEp`P2HdmR}rA_~ZqNJ$PImMRux)O(=Y2Hx{ttWJ!`koia7wQ&sGsy;f;N%YVnR^|Ht7Go=6_}>s5(1ULtqpW z)5V+R?ELO;{~&-dnQr%TCo{}4h>mzX)WGHweajx!{%0n0P1PTzg50IQIq04G3G-5f zN`4-#{O$7pXQ?p1s3`xjhr%ym|3U=T4}_C`r=t9C8wKBbGWY3YaWUxiKJ)zKX&FqP zgw zDWkm`?t%`P;$~s4IKy~Ca&CHm3+C`gZL=*}$&ff;Ncd2C6?6D}&h9)yJK)-RuV?yn zIwm38C4*_?4zOp(SwG4p2TwQ0M3sX%&{|AoRnNAu{U3J>!dj`(&%6C0-}FkV;I1GH z(oL;+q5lb?M%A0Rm${{A2MOMZ(S)KaQ60BwuF9bzzs?(%oQ;tIhB|yTM+hn0^(XG5 z^g)8;B-e^6RT2Ld`?(uNE@;#B8!{woUzeRZ;H%KrunTFP480j_KLghuSIRRCPr{-I z$vrd{0~bsmH4%5VLV0L>k;`jqpq}Dg(Bo|Yo7VZaQB`6f?=*A2pt%PoqMjNkUxl@K zp}1wDQt6=EUi;qh+G~uRVCF(X>Krr=J-mglUyN4gXE5U|kH+ug&7s9uH|zQ#9;uJ-l8BD1Mx(8)9LJNkt0I5; zu4LX?3l!!<-~KWAATpSJnQ%MIANlNiwpBh_4N+}>IK?A;0tvZQ3hb#DM2nGj28V6A z5xu}})h};wkVVD(wThT=7}+ft-jchCG@sHE{9{n zL1P4YbBDO%yxxE>9lEr4lN2OfJKX2CB?Eevh3W664`PUNX0}mNEWz!EI$b<5X28bu zDDo`BEL>VTxbU9L{x|(t9tzg3*Y8r>YxG4i5V|ZaO2m!_W1b9CZQEoti}v~F@3q^( zBNb5h`R`)TIb=VX0kO@DYm z-`ERLw$(Ds7K%(<1{hRXb-uu*oLSq!ULS)N6>4v5=oj8eV)R82S z+g)b!t7zM+JHR??hxl}YT5H)u&^scZP3;r%Xn*vegaGIwlT)!#y!D*u;8DT+Lyu;` zrD7*{u4z2@2E0u5qiYB1Sl3d6NgFtMHhDWP^(!dFIk(WiTM4?06H_0JPD0r2%P$ho ztc`Y;E*8|$l|c0Qc@;XEkC=8(S^KPZJjCFAMJX~x?1`h(!gHrs#*_|Vh2Gce~oW}BPV@N=7KgqpgPo?CKAN#iQ+^NGHW?ArI1 zZLTy$U7M&#UwgWsUEXFI31f%QFb$_O_v=`6j`(=jrXF*2sYY`zQB)i{=S-phs`v=n zc}R`n5se1Y;Ub^)9AibE^{@Q8y;fjFpfDk==sLXBcuX?K-VF^0IPP)BIYC;@C0qJS zL!e%Jw#CX&8?@%QV(%3f2)3N6XbSL@6`A&Sn1a%pIQOG1g3eMH! zCJnA|z2u_M=x%)UaFkts`{1{E(X=0b)Bk_sqVUuOJ`?M?2s9j5w!eIygelVYxSqv1 ziC$)z;l3nhlM>od_SE=d8mg|{p&C(dj>On^zfIoij2!PjDzd9pLZC~Fci?0I3Kpc@ zwLMn@kruF5#n40}p@*VWj`HegN}T13-V#FDtM;Nd+9;66m)9N6(OVGSq3cQoS{bmv zZ1f_v*f8LvJ)3QiTH{y<>?U1g9tB#SXP=999);)m&QBgQe*&5b5#}vy`XGN9aju?u z0_u<6W(w!8VDKW&AD1lOfocdY?hsM%0GHOrP%=C`BqFtxv7-N#i-YB%VD0++-*zWt z>!iO9e%lMArKWFT%*~|VM$C?)J4PORRMnWJIOEy>x0RJB!0AX`?`<$ z(JiO~)b}dkk)xV4O2M##A_!Yq^>=3a2t6cbw|1*UzzctU)@$iAkQnq%#@EXnZjgDeu8Tm-jW0N7_ieX=pPLlU>ydrKLjo>3YpFVy8jjasL84;3GZ! zAewByulfJZL&5S<)&+o2pRzm9Fb8}^b_IxZ6k;rFV)Xb<4tm?m@7oYDT5=Xm)WT+#4RmlAsKAlBLmJ7pUK!D^!}=3`(i5ZZ(k-1K*RUnq9=S z=&g-Yl+E@4;8v<&7ZxEx<@_gc#gxB(n*hs0!P<55adIB-TjBkX3%UhY%6ktNVZM}1 z^4Gf#qFYgOwVq5nrTj@4?y7cVApS=#IOVvu=&0r}xsJax+S?$=!riTan!KH^T5`J~ zx<~izyNl(J9XrQB-DNk_S0jVDTc@m(x8WY zcDNaWnry_B@QL98cMT^g&Mstnk3h%3F%XtCLfy~3Cq}OBBtwNZ*RDbZc2`?OG2%I{ zR^)`vt5w8mM=K!HfP~YJ@s1+}6OZobwc97>5w|lv?k-68l&BHqm;K0JD%)RKkp$te zQ4-;7>4WgG9_t6m6ez%vX~;pT6h4eQ%qFnR06}cf8D7FL_#ELoy8Z4H#G8Tqw%2BG zk$!;mJm8`nzsGs4_LiWS_O#}9WEHsC9GWF7#)Y;*&uf}Sw5XRxW!tTU0I>B7kxzMx zkIJZ+iDg87&P5@z&QV!C8w2-(pY34Fh{rg0npYos)QN~Ma^aZk5J{EMXK}cX-a>ta zoP({gwrGcycDpK<6WU(nN-O_T0nrt#1SfUcp+{HFYiPffM7yVt$UHyogl_FMP@Vn2 zj~d4s_jM2wpy_&rXM0(DVW_S!+;e;j(n=d~&EJ;`5x3)-oXp<#ld799nBre#FTLzWKsC#nK<}v;ct4j=McCO9S z{UqoV?hg+l>u5Tj;v>t?`NQUGoP__%HI|2hwd?bLelPtl9!($E<`;2D;z=-Oo-a~U zKe-hJ)-aK>^lg^%pm%7$wkH#*R+S&(>$68YckB=?l5#+LZT>gXa21fBF?XZ6swJ{} zA%16dj}XdxY7wW;x5kMv)N=|Q-;1JTuAkYucHX1B5*5A5y2g7E<4ksRe*Q7=yZDsoj(OE&~D=S(i8R z6#0BkGygqDG&F;7q{g9ljdoEUU2j!ycyinj>6S|#x{2XIGE#ct&HbjRX$Q^r%O6%qb^Z+VO$Mz5#>p))e;pAIl zCE&;Hncg?Z3DI&^u{Yj6gAZq3a@SPv16zgTBPA0z;WTM!jpdoQm~>ToSH=!X6v-1% z5zOij5(e#{ewPUGZ$C9-v-j&$Nh}WqYuE4pc+1T$<&U&rtEvCfk158Oe(Tlt7UFXB zCCrFnknY{w!2jL>h%NIn zak4TYSZ-p;AzmJe3{sXkyh_0>A6M;U;9gjIzRhWF;t5FREDfA#;fC!in{HE;+yEIp z9w9BV0ZihKF~*Q=QpA~X!tR=xCwQ#Hmkbo*AhN7a^el`&=c4rD-QnysIs!eHBQzO% z4KcngOmdrWO3~8icB3+y0Yv(iOhxlWB;vY4ydvtOf&9-#ypmQ^M;EI1@fOVSA~F6e zm!gW*(StWfmrFt!kxj-}hi;?}8uol^5*tB_tQsTd(riCL*K}`Pu|^|&R%p>~;12^6 z34y$@Hdf#*?q;OhlL91nUn4d<5qRz_t}a1v7dW2GFgy$04N6ko3OQ9}5F$7jSTf84 z&1?d-V`r}e?RmH2JrsSIJW)q_z1>?;Yzw;kSj`!Ny2n$^n?Auu_LpB$EWiH$`)6E~ z9Lyz?MWhPZfuy^F&aQnM=o}M;!r^?BpXVkT%=8i+=-b8-G35%bo(nsxjO++zt-pEvu3UydcH!2oS!$dnq z$84?{I4@m|+ZtU2uQNSwAAX?^;}s{R_qznbE-hTT|P^Qb5{QCAHJN7o(bY>y_`+7jUa~4)tlWfp_6lQ>rN+ zAa(omR+%r~-dg!5T$DObi?o{+a`5b9S}W~oHO#{g>a&%`Cx-cyI^g4((nbI$;PZ8PiI{n^Iv5d+U=}GfCKV zKs8BPIvc32$PNG-3)~wVOYC;cg4NBohd`eUBwmHoy82#&Bhzg5A9#B(b(Sw%%fuF- z>xt}*U0LQZ_p0@J=xjd-^QE}v;2-(z`iFz%p=pMBLiN2TBdO#$D zMp)ZdkH?asEs@h?GlPmqv8cG1{~j?iH9N#p+T8`7N!-_ThVDZT?FvB@{(Z1MBywA< z^c%Nkoj-VdFEcFsQ(&0PyJ2#42izA>IvDSG3u0_{toG6ngG4N^K|uaB7#$)dXrSuB zghaNt+m26y1Ltxpow`2Uw7)r!llv0#K0CcoSyK9{AIn3*+I9U+Oks?U;&85=HyU$& z@b_c*{X8^<4Xz=P1`+j#w#BH(8aYS@A3+(B)Lgpfs1V+@i;hfZc~GEIan!+762#UJ zgtv4;94W-#kvtedfF8yBJ~WHPpn1m^Wh?DCXb0Z{Te@c(co@$>POv77UIdkWi5cgEF^7#uH=+HJCTijO-o;sTSQa8oE>c{d>uy&pPAB%12c(0`U zEYTgE+R}VSYot3OeY4DACu(myPoPoz3Q`u0_iBf|0~Z^sZD;ArVTbX394`$V6mUM1 zv`Mxel7oUu^0o01p?yM1%B^Q#`~R_%f3n;&?DaIe+yQ8~`wo71F@kBj!)RElWC;?^ zqC8?G&oJ){c~urOj|2Pl>U+9vc^HES&TKi0NkEcA<(;uW1nOHcJ@hF7@Fkx-jeGaR U*QbD39tzg3>wn!SxI5qf2YW&8t^fc4 literal 0 HcmV?d00001 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/2017_templates.pkl b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/2017_templates.pkl new file mode 100644 index 0000000000000000000000000000000000000000..a7de4eee9546331f2940b9b92f02b0f7b4c5b89f GIT binary patch literal 246418 zcmeEv2RxST+rPbw?3E;ykWgm24kRNbAtc$eVUJMuPDWh#&&_A47P=HjfC!zm^eL=$|%@PzoYErEg$-3Uz~0*FoRLT;Iab zSofrbrK3fJe-O!OV>^8#eLMXh>vVqtF&kJ~+S>g!u{5>OKh39WXlY|S7llmU!b#WB z*xb}?E*6&}jv^lF2SaLkNM7E+KwUi|2>PRn#vc4W9kRcDAS+ zT5~suWy}pMZ7nTOCR0;c)M2O_>e4@N5NQ21C(!t5HZ}b@C$zKs%YZMhp@Aw{=11m1 zR6j%N+MO{l&^7u|SP=D`$;$kcvAxxtajlw~?ym;b1qSM$IsUqe`e(ks8fkwCpdd3B zf(jF2-h>H)G12}KX5RcuAdH!1E|h|*in6|qou!4UnWdw#&0ItVRK!I*sKCGXu*}6@ z#5wlOv_w=uUc{Tnxncu?8= z-h<9&5${|!zxOiCWn+BG*wD_#(n8nVXf6{P)LHtC6_o|Hm0|Ae{KhjE9os`Q7x}dP z-=k8ZqAswYBK~TjnTxi-Iv43z>$wdc{sU*PAA zOml@SY>Xdq=uidx){YAIJ3G@NE%*bAX)gG0kDJS3VLPC6_^ln4!|&|q9DeJY%i*`a zxf~WY0Xm1@+EF?D&W_IEx4yX?e&?f`%i-^>@FV^@)OopzY=EC)8 z>7yIs$J!s#|7DJf^Y{6>1+Dd0eslPLUx#j)pKbJG6*&rdezs<=)*mf}@}e#Q%!q@C zRP|3=oidIvBMHKZu>b20_{W_vjw0<(KZAjRtiB!U9{0z6hPmM>Vjo;u=Kw zMW{q@DdHaFqVkC_a|j|dvU9RB{&5VRiD*QC|4%o55Uxaol9JN?S=7J3ektPEMHmD~ zOM3iF=Fjgx4E$l>4+DP~_`k;hoBCz8`?2jnUt?hKapN^uih%>Q<#hGw1rV?;YNU4S znI+dRg|}RPSj2RqXR!@DLIj#`_e~-{j~|=M13fN|dXrK0m15@uuu^8WH^E6+GJjoK zH^Yrpg+TQ6!TOMw&RFYT-;KH=XWtHZ6p^F>k5aMx3p0^nuC;$7UjVUmM}k}sN38Yi zb}Fp;5%=L!r$huNe-f5|A)d+(hwh6kMexy^_Iqfz3)XtR{H|!acTYg{_S>~jifgg_ z3-P@Ds2*=TQw$!&Z>jn(xM8hdZN2>4@oL)SiXxNmE#P5lb|G(z&0nazY~7#U4l)Pb z20A;J?yvV^!|_LobK!Q5BTJK=^@6xKI4V7HiJJB8kfKETzTIMJJT;S|q8O4ws42@f z@}zUZ!dutVx0_R`6SnP^y=kwPh2>vZ*KUSrVtUbhXg*=e^QqbnYrUk>32!-?4&eGc zTdi)Li{)R4Czf(cOei=LicVd22qrbbTK{j?$7<(SIKFjzcJ!kKJS?uae6tM}(R~CE zZIQVrnvP;_Kb&XzB6azhb<7R$K|As@&E2R4xby4&Ew{uU84x}{s{@IMBhD46Dy(_} zYdDYJXC(yNw@h7!aw(7@dj4R)O{Bm_*4wA_j0TxzS8HR(EdggE4S|FJ_hr}X9at6o zfQ10=oOtY>p+|MriBI3iwAP-2?O6LYdL4RX zp&puXw=#m;q3!hjm+F>%{f@@@Pe=SI4IkIcGO%)pq8^X*UN&C~zO6(hpn09u`^hTkWwrVHXLyTW zPc7tgxpQ_Rx{aA57BnwMun&5F;*Qt=l0i8O=OUy^WyE8}AQu;m5T{w`#-*_FGM z33MpUeO;e(A}zf`194<@pttAZH>SI6%dY=s?uCr1$O7=a@ve*Iiz6_f+t8?J$pqb2 zQ?DN@FQ3na{E-~qG2(2-1OnL%AE*tNj~5_3sb@l$4gRC5P9CXd@HO(Fu2Ci(L{wZy zdb+nQyWYo{m+W`a*8_EWeH67#1SH?%^^EFeg6wJe2#asa&+mNHl;kPAJP;V2Hr+yJ z11r_zLjG18@8Xmnu^a`{qPo75l}{+Kb>44yIiZ8RjTOr8J!a!2;znXpN{wnmH-gf^ zz2?sSBFpAKS&5u9ha?B=cV}nG^Phqw*}%j4^30IL7{*hcym{Gp3;9x*ib@h-XNDWC z{Y3Uv%g5u8IdzixbOH1k$&?U9IYQ$h(Qlg)*TWXMYi>{Y_?MlZHUBr`O*@jnVD~r1 zVmlRh$sn&`)x`wOGU2g%-!ETphsaE8duMV%3rGI+r8WP4y%n&3_2M*VUQ}-{j9V`U zge>ll44hDI2;_qUoGEKVuZm;wZ?&DNewHyG9t(Z;GC70&c-q4K^}lZmp`8&uXO{>Ac z4^*k{&&aeT5boi_artla06!+^!4UoO@hWc29{0`UgwpWK6E2^4ku#gMWP6mVpwx2L zse-P+W!Jku04IUx79V(YkJSx+5J!#2btBI8uK-mUGHN_ufCW=d|-Mj=qZn;IPxXpO{(F*b)d+2o1rp#a@lyR zt&i2lJIvSK&1%YzsS6rJjz_L9!p!ZQ412odc3|cU^E_QUy(D@vpC*(3;GXJgL>~kcSORK(|GJ%6cP|y-gZd7UlvB354#Oi=parr8>1?}MZwHbv5e;)l1tX>w83zq z@>w9PKl;8XHE0XCGSF2yQ?8pFAUC@W|5^o z7lbY2_q&h#%K>h)NPOf4m1XPAi-U^&i%B>P(Oom#;wJ)YokvAk*yP}fOw5{(3@V6L zY2%TdOxbXHQ%cVEY%@%q3;PZ|Zyq>RWpFnP%xxX;r|$0rC29i?{X%&d>~#&8tk6Wr zM|wHV*X6@NSvSN_+b@YX(4w#2(H#y06ui<_@uKidgQGNWlN^X|8#6x{L!S~- zH19{B2h6x-;8^$$BRCs;xbc{oHP(JuuvIgptEZ|)v3WR|@x^%zF6Q`u*$vVr_pF`^ zmT)rm%qO~I_ps{e6i%PsLS+OjX`Wsgd#sUa{1Ua>L`Fcij@aGV#TqGQAue!ZtF4)8 z81Wa|6T0kr{XCk<&deG@I4=?@KxK_s8xJ@#=~UI+zKr)gd1Cq3$1eo50&4<|0MBoD zpY$FZlj1gH-n~)7HpG4? zG0t+?^%k>jBj0|~2r6qG&IRRIBZ3pc>1=}4HDS~$-{f3_mW_wAK#wcd-zwu79VUe< zxrUg!Hiq6mDl6GogKh)y(7mxCE%W{(!{-EUWthP5GmkgigZ4>^ZH_N(RfRZR8=$zv${sGZ}4+sVuLl}U=|W&rBhu~>aSA0 zt$q3Y`yIc^zpmd9F33Ch8LC<%GgOtb-pS=Pli_;G$~?=@Z~Y(=vz5{eI=4flrm-_Z zD?h-i!%)Noc*e5>V*9-w!lBwpH^8P ztF2%ER;}aZ8Acdgq*HL-uDn=?(c7&GZ`SDWdH+Ja9Q4?HXA`+C@M;P_=(KUi+7B15 z|F_Kr1abzX8w_EyL&e=S=G{o<0pYFB`cZmMX?jNHR*zMWwQRT(#|In0i!HRG+v|>) zuX{_xw%rzXp4esU$?So(e!2A)CZ4~{)nNmhI3meY7+20GnbcjrGkUi0zK7zPyw1w= z+fEU9=Az{(po#K1Zq0CZ#r0CI74hR!umzs;_)i&fS6=UG>v6U529RgI^6M9WUdftZ z>gn}s^L}32@X33-?ICD9m^nDay2v&RW9vOH`py9jXdaEa2*Cn*sfXlv_gLfoW zUhit_W3};euhj&OmfK?X_l5h>wi%VeOO}iKYi~B5B{jE#C{}Tboz-qD=6_-Q<<4jC zm9tDbslyl%|26#Znq}uhF=7*L)h!RqpIqdH0Aw*LzJu0;z zamRx@w(@2xK0m6?uk#MGX+cdAom@?s-HP#&scy70j-mLx%1YkIV!C3y)z;%`YRg+`+JA57RG-v=FO~T&v6)%qUFWGJ_dbXZq^d_pIk9t z`VEI(o~1qpz8~)CJG!l$f3>17H^v9FpeJHV^uplE^@|s=O-LC>2m1LrZ8~<@thnCn zRGK)QEG>|8>+;XPxAOc}TOX^9clVLQ27M}RjGh+i?doHj6S~I77WL!#dG$O@mw?nQ z57%GPl36kTH*v#RMvMz!))41#s5kceFBj(bUp=o%j<-7QApt}MCn<{QWe~}|2@)MM z;-K_J$m}b>^s?*ss?1uy>2@9jQ$J&TTx$zdZT(`Gj!QuCCrXXMiM`9li|%#}6Uoa5 za0weUePj<2HMBJjdk`3}m-Lzul3O+&-QfrCQx8=_z;mr+E{Xt<)UIi-V-SS5jJu`t zJ_#-x&-=Sute##Je3TauQc?uq9(v}3Ga&)2MM z&#*E*F4W&@<82!$YH52XzGy$KZ?$%(;gi7l3r@Ij$&3ReI|=ok7F0kc_?)DL+4g|B zT1VD~?Xt_}Ux0a{mA}6b9LTf3gv+?VmgEE9BR@)j4_~0g`J2naEGvtLG#1zW%KVi1^R2%OQD%VV0PNW zbI~{p^ZM_a@48X`MD;8uoTip|cR6}DlKRLt6Sr?8Ts$9pwC$4ElJ)1TD_}H1y?<+@ zHz&Ix1pECFvio)M3)MKmjMq=G5?S)-6!~rLA8jSYpZi);w(8$KzE3 zp0>|=(_}rc&c~fg_4f)ku7gjf>25Wx;an1LkFwFrk)${fjdNGZuu{ardwu`JF4|H~ za6Irve$$-dy(h)Euy{qE z|5rKZl$*C~UequCk~YPTgjl$ohIhh7#)zgUwWY`cv zS`MP_)_Pc5+7`#ju>8+sa0z^^AXHBc<1CHqV_KP!v!&$iM+9zy=ho2dcP^Kf&7bL! zrw)}bsNus`9Ss~R7UbC3a4Q}BIyk-NfzdXGi_6Aa>yRU%Q!|UOAjQ(g6<_yUAKPSk z`Ar?9R=GI~QAaErkDai|+VnX!@IU6Z5oKjTR;rhUdi=NHjrz4p#OkfX@YHb9T*f@J z9y6zzCL@04NR64#dI!|snxuuN@*Kk|ne51cT|+amy;OkHz4>+fNjgN0ZSr0)atr7l zWH|8%UBMjppZ3vL5tz9?MGY}UYn}}nupmcXU!;0AbQ9dd*m$=o#V#99Ag27&;4NxM z-XHf#>;wxk&E3xJ9DWqfn$1! zMoG)>uV$97BQ8&=!QWBP&5Qbfzux#ntWr1h(PDTn@1@gz@!%F_uHVQeMZA{=Ghe71 zUS>w0WG_j}IFSlO1q4mm{1f)<}d&vA$2+fM|_WNqy`zJ=>!Mq6#{d`aPQ*``YuwO6j6)z;%`;{~1k z?pbS(zi2<%+&o^D(M5vs8<9JPrP)ycX=OKlq7oBgSbE@SK^GZ_?}{vO^rm0&`RqGL zU49vl3`RcodM9(ztr+jgWeVG8okVcXHK8Z#@XGt)R7j4X&utpW^@*66&E;Nkei~;< zjqKb=fy~q$=lJ3O{dzl)cR_Q5#9EA=7WUteW&45H9b}98uTc9PMGm4quSd0aEqfLD ziuqp{|G#?vJ)HaLntjLM%Cq6fH|iyG^~_(tGwSu}7AX-x?x!wS;$(8<>h`INqXGnA zy;fFdNSvkgiFU~<^9_osEnAr97k|x zE|U`Dj;wfpzkf`O@#!G~;5A*J@}_R(`dMu~t~Op!+3juO&UlOV)4Sn~gss!_`~OqB zWYvgUMDT+2i~qF6Iz*iRo!SgH0Yr|yi|E_FX2p7QiGJF0GMfO@rZ+TLq+)+Q;Bxy< z@cuIk;*&UVx27fY!W#S)=lAg=MT6^pVt6*>R{BVVdc}D8Mf(O}KLNnVdEu)i|NHee zwxwU4sETk=z3tyKdObIeU{U{a&;OtGe;D|~z)}n>{&`PJ9r?%qhk@lY@JDaU=j_iB ze;D|u4E*W0f6CmSe+UB+b`b`s|MtES20_GD`nI;FrX~?)1lv3!6miZ)aG4P+ znUN@&k@}mFDVdR*twq_n6mb;sP(L_|45**uK}7QM1_tWt5kdHe_sT>B;i;*ieyO5< z5oz%3H@34y-O!r5K`di#U}?|!*%`6>_ZRR2} zpdv2fK?VN3hh;AQBHp<)7V*wyBfDrei+E7k{N97kW)bgPHj8-YvN<5I&rtuAvW>Bc zxsADn>EF0n#DmJ__a1aMi+Ja<`MsB6E*s-h#)ft_mKM6^Msu0apw7~7tf(xotqgN# z=Qp0Y=-3{bxyYyO{~nbR6?K6H74cUK&0Mqv*11T(TG!1*u|;uhJXhHoRE)pRDd*N$ z8JWzjSUYF=t3B@Omo41d)!GL3D7zG){e^IcXo6RzxB=K@H-#fTn>M4g&*oWIZ4EoiO3@|(l|`#N;X{A{BitH@Ev^RqQ` zwf<-+l=rXuVKWOe5;IHtzwUT{-1*`t(wbSxNh8=gAT8-2L3RxYzAn!<=6v12td2&_L|2{B8W(6 z=43bu(%hxg{Xhd_HnD5to(0usioO)IrK z;1XnsN9ZPikeJ3-Dys_k*h@BhRmJtc{P}u~W})7^hCoP9eHmk7fPUW*qvTIw7$sj_ z&hoBm5`c$?@NVw)5xMdVE+(1 z+W``zdwU3HOF_47G%#nf9mZx7GVW}MhnYQ2EE=~eA@}XXXB$-y2t9W1jdQC2*azSh zg}aC#`%Qv!?NnaDAU*L;*V7eXJD%vQjQ$-D%X0yhG41f*(&wbpu2&`rqKTd zv~KMko}zmIZ-OQ7Li>Ga4*j@$q%|5oTsAR}+ED`{4_ejIO1;6pc@t}n02kyO*}Ty; znFm?h$w?V@YzQiazwCHkeiL+X)2Gf)-UQk!l zM9T0HU`ak5ZB$h=(v<7(c=7hMGf$$>-TnWYdh z{$_2lt|RD1ZJ+Gq+yx$EP7L%4QiwYT^WaRr%7Ryk`**E3>al0>2E{CewJQ?z=%I$(C!Wg94z||GeHIO9Xk-a=PzD zz$-w!B}MW2D!`gQ>lx)tC*Zz2`utU31+Y@y=s9_?1JYQ)@Faf%$f#Y;y>D0ndmiZ9 zhlu_A^(MSFugGSdAVy!Ij>)?Mrswr`QJ}PQfM?#n@DAX!OH9}ve13@YeE4C+TNv4t zZgBUp+ayX)(Y@5uZ^0;{YlaZ#Eyx`_MR-553KIv7qox;LdOo}gWT&nK(W##Y!F#>c zJ`MRGfBX3!Y24+1zbG2_pN?x)ycMJs!r)bti*&$I+_`+IB!A*jNuIlGZ%RG31Kcl) zIzG}BMy^fhpB;@9fcmPWd!*&NkxZw)kgYRA&?XuoLh`KutKPVgjS#6*1-q@M*7<%6 zgh=FobrEg>WOTN&P)0Zaao$k!*3KQkUMwAZT1glg*U%RQN*>=e{2tNJ#|h6kNKd7jpa6Tj1bZqddThN#xa-(s(#dA-hh=~YkU4@U-brf z`!&f$O*a~t-n-4xCgj3J7wcRN8EaT4F_nSmvl*T#Dc2LnZ$a{(R)3td83VpV2L4?A z+gNx#Ns|E*78MZaVgJg*%MUz^X1?8~EeDAmT4&m&e1OF4+v$DsZ!mMGbp_XlZ0Elp zwXoXBz#i3qYrgt8ZOfBDy2;4j^Lz6Gvu59QGe$wg_QAHUhZY||j<_p0lD83qgVui{ z?W_x}Xbr?4{{ETNJ{W2f4cePS^Wa^`uwt9ME$qEvv^$TL9}c#;otLZKl?|4lM!M~R}J%GR&p0yXs@iXlLLfEBoK~WC5 zPn^1e=;07N)@0u=`v$we#-B17A0;e>g!Q4*L?oWDw(7I7W_<>zq_SAaRvN);Gl{GT zTz=RZKoGXYLl}|W#3JODKME|N(qB2&FWp}Y_ovm?$7j#;W!X zGZ(PbX!ScV??>wfJvyhYXFGeH8$5JnYT7e}u-;FuK0JKkOh6}`3pSNDyqto;MIX;4 zzsGmrRW-C%Pm+rFT!0IcP2Wie>p{55b6QD#`QPt`#{H+GnXQ+-jZr*gd!BuIIt0DH z&tJbw(E6Dg7IMRDn-m_Y93ey!KNQC;Yu(6bS~5=S2KN>$KKc0l|2xRLkVSF!5t z>7SVyn8^Tgip^ZR*oyZv)-zZHkjwyAU=a)3QxZ+Mzh8 zG~UG*`}4n;l!C7~pR9x0cXIy1pD#iyqh_D?-8x9*aEiRq`){q$i9T^WVo#-1w5R?kykWe>uQ@Jw^g46R;+< z?d1ZY^!1wcMSm zl=>M?A8<{P*{sma4NuO?2JLARLWBuSMV*>Dp|YuNL}*hgCNFe9g>^oRA=p#{8S>l3 zXBC67`Zc9!yD|H99!RnwE~7swg7mHXk|Fl+A&iRJU%yq9hJ{x;a*&~-wgM=pa@}vP z^M@2!y&D^DG=K#o|H}#qe~1q$?yv3H4kE|y*fkJKBD)&de42fl;H)P@MazZ|EId`d zXZ<+4^Py@KqGNB_0iWQ737DAa^0efYx%v%dZm} z>)ke{MPc)|P;cXSX6>VW^}s*0)oknGf4|;buj>aeY4KusYP{wy>i1|~Zw;fD^q=GN zVEpLwj2`u#8*1U`C_sb7rH3_$D%Spv6D1L+dMg^3$E998Di?s-N9T5&3F!dU(BzSZ zS0!+hK^%woUK{WYfAM&da}oA?8MAXd>w#;7`s))U6Bmt(j=$1zP0jmFdrYrA)BWdymw{vA(2SgdFxb66G+Kq*37gtfXSE2*Kw7pyI>N6N=qK=IW!Hp( zb_{v1#&j?2YI@x8@kSDy?#dF~4sx)o;kkmc{!t`9K?pC8KM`tE*O0G$CJCp9&CK=g zp}yI4kH%#|o^+^{9efn#bq}-?2uX+b#)D>v8SYk_eqe6v*NN1vhA)X41)_Z?{Z zd8l(A0P`lqzgAZlDX)5ZPuVdV4r@+sQ%Dm4)1A|s-dI0?@e$Pqgs=cOy%@$^Q*VQ~ z3aNpuy+5qaXwldv`~)t^+ucsgx&(z1GrnWK3b5Dn9BcPkRiq(&E$``j(LgA?U;fn{ z0k~8U#Ordc0|M^pG;wj1LW*=!-lvH+5Iu0do$JX(=${QrG9K>%-nRr4UsV!8C^`Ir z6NLio@-}g9c&~!!ihg)-Zz>X{^QXk6qI@8xUFNvvMLVQqc{l3H6oVLfW>$jlU5Mzv zT-?_c4yEI5yS8;b1MBIiyNG=}FkCz)h95hZb+1^Th=6cxHYO%lInLm_7 z7Kxm58wAPYeO38iu&*D`$Ni^c7&k%i*cMH&?KKsN5y$?1-Gw+N{Gx3SD9WIHyw*GE z8U0+oB$7YZkw|JJ<5*n7*Mrx$P5fnrt&qG9)lUx6df+qeNWa0^3JHxT{jwo6vSyTs ziur~b_UHHda24)+ZeIsC3hQiH`+OknRO;YH+F=-a4jZkf(joQ{`2)KdU7*J|b~?yt zh4{aBh}!BdU9*MXi>J#J8?U)(>lqQoddQG*(=mVQ4^*^?JCk$=A@tj^_UWQj7>yP0 zh+@|Ra?;L$X0d zqnvN#z;7~nyBp>oYB4qiQ=6!E%v(ZvcWVcz+~oZr5t!!3sony~X* zsF!a?aiwa)20_?H>C`orYp_s{E7jj><9#{Bw(rz=9Slz@94%Wvlo!^Zbx8OmV(n(L zdH>1nf}4}w4Pe{XV_TX|*&_^nY#Q(VbV2Xi1?yo#Yeee7mh*PK0kBzw>0vJ&HeW&b zBj=mRcY2N3OvWg2P6$lzLF$ zjgxD;#R}nj5YXqz98)74c})MkJ$8P5GapKG#%iIXc_gUY!3)MBZltI0AB3!0Trq=0eFs znZXy{gWz18VuF~YK`Slpg;63scv#xquPknbTw$ntdBD!DhSuA^_hlt^ehc+h-p}jH za(WQNCY}_rcc=dA^%iE@F&TG555rUUz-zIxqw{}9rQnS-a?j5D(dQXGx*+?~Ue!8- zT1-eo*o+^NRJ&33#eICqiM^klDgqfLeV%7q=GXZn{wp(w}%5QMq9v0 za6@61hAvW2!=pSvy%lgN9JF>`)kCh#PGqeWw}XP~{%dE(MvxxEHl)fj19~zNzTh9H zoXeL>@@G6Q$-Bn`Hg{$?gOc_1?(!FYNS**L!_&Pk;OrD{m@E~56fxPQ(tmpm=Y3_F zk3X!ys<$ut(jn84Bp{#Vxbpe_K`>_(o{$rI16@8!!$O;GfKR`ONa!VJz&(&3!&B&o zxZIG_oFES+WMI(@GCCy#DrVJ~;K-yhj0x4sG%jIRyXF^F}T~j=pb^H}n zCyd0=w`M`1{tdn-I~{?ZJWY?0{Q^>KG+o5YItn>Vh>4eXu27af1(4AtA{X1}rdBYSs(-PB(c)90sMoGrQ_OD8!@3+c8-(K=}mmNl+{E#+1 zRa`neVmK0}jLNUz){ZwCKK=-Q+$*J5I3qx6Eo#iQrUWa$aidz#q}_>NI+5V-FDnOk zzt^Nn)(nGdTXMyeO&SEXjZqXJXCag*#P~Q(D6)r9DL3F#AL#mbkM%WN$HHqxn59ki zV&T=v>H9Qyq=9W8-utw>uc0c6p4@t49t)v1}edpTd}=<$Oy|hCmqfa2(c9x zIg^ZC?*)}vhE%+GFu&!mu5)KEyt!7HqaiZ_@&rL$Uk?2H_4fEsNJLVI3x+2X+eoI7 zC-cv*&RWPS>TI9)qjiHGgN$GB9?=Yiz#h{8+6@Vaw7s;y>~T6tKI4b4r+g(OiD*iE zzT)))@6&PI{-Rt=9Q5(MT#sk!iCR#PXXqJS+#C+o-@E$7xo(1xdeVvNOziKwLLax- z$fkYvvGYb_xaxV2ocd!6Ld5X!Id_T!Wb%4StwZ_{e-py}84>`_PhNLPj<_OsRddpZ zolIb2ZPWV66J5xSDicLEK~E^&#Af)lV`T2}CRWLx@mM99-)7q;b9vSm~Ctrzr{Goo+Hgcuk@Mm>yy{66MW*|@e zWJuY65k57lQ=gn|0IS#AofzHSA!k!-ahPZ*;Ag~zJW@zN=ti416YuGPQ&$sO$JSz> zk9)$T1(D}l;6xkCj*z$ru%=N7%j;1mhjXk92IILCk9eeDK9pE?#~ zK+p??y+_~gp1Ofm@9k?5pKm_835*lu z&GQaMMfC&(f95SE4+;-SA&wa?#?Frc^snWUwLom-V;c6Y;jm?Er@=Sgo1o;cvV%0w z9Tw_wrTSZKJeR@qNBq_1A2+V~Sl0Sl`zeMuxP-hkn6rafHE+4)L_Y8LkUhQ&+{9{%W9mb*1@O5}?__qW^W{OZ~_)#x(aqpre zXv4n$G1~8{!lK>`t`02kk}|@8E@w;a`H6b?CT<&+S8x_sHLF9jBSJx;ph!2kHW_KR z$k~vd{sders|CtTGB7-$_XF|J_m1_b$7iJCIK!e6!eL!mRDp0{Gi>}acuv{=0vLXc z-R8V66fC~(INbI+9w7_e>K2aE3!~?I%B2dh^;T$JiD=-qKu>4^YXV0&1cl#!;k@Z4 zNXRxcJEZ*k^@dz0dEPoauP34b+MR7JFEG3na5>Dy}Ebmy1ju-d*+N7{ab`YpX0HJg(zGj$9cPt z;sg?1XO|K_69{;O_oAgZaGCZo}T`fjv&l_|H!&}z3=iNQi^Zxw&T`zjFQ(&-o zkGNHI5h4~(71D&#o8NWynYAMYNHUki^_Y9Dke}K*?C%+g!9kx-=D7Fg>CMWZp=WQ~ zB#$>Za7pM=GiAe?B(s)@EHjwaQPk-_mJFgX_-#q7d5AX8=9$q0_rR%L6R+hSHvfai zwQ6GIN`a>}?-1cBPk6D8i#v6HCa8v$dVRfQ44pCgln#57;b4gmTcdOyvYl8Uac{{3 z@L$8dJpexuD?d>#Q4cHKLJ0Y|F}Quq3EDKGLrCMU0Y{%-)bmMQP$#+J`Rc+|@aND> znKmj$WEs6D?JORFXR(HrE<5&q{Pm;KnM%(Z2=S_wHzW=Lii1U?cTy`rFVgJe`hGt+ zN8i3LhbtLucgj1QY|cg4$qe*mNA7}z_ip1_M(lbk4EEmKTv7~V-@k7j-QW&dv`5N` zNisoKA>-oO?f-tgRmEMtbnkmIhIe*i8ODJ%4={79g7u8)&hvh>ZqTFGRRN2)m5J~m zo3L@eeh$|D4&|yXj9E2Meh%*`wFdTng2q9QrY_Z{p-==kN>`$~M9yOJK>L>(ovnNJ z(><|<3gIhT#fQ5QH+*_c7fBybR3}hw2^d2-k%ZyBPkG=o=X0EwV1@)AqIs?4iMk(d zJJ_$D^cl%(+W0DOqaQ@3k$04wd^uOo{Of1cxcZ4q7sQ&9heLNqGu^-gq>D{FD@BFX#R zv)2*2V=o(y2G>AiFZVV%w&nBp#`eN)x0FP9oQTgm^f(83cReS==~Fda821ehp1iPR zepR1XnRQ)@VQSZlt0xoO-~>$-@pIxh`1^meI<4%xh)aAkC^xBhUFkD)yqOX{@d{QPRa3qpqbz2rp`HN z3rNggcat?L7CiEt_xFB^5B8f%1}P|MdAqRx<1RvDqK?qHX!2NvNCF>2j!WmjlodfUBn%v~tdkO+O z{A9moq59Rcsxp4(|9-uZy?MZS;?Vr{f{oMFe6zaw*F{geGi)RHJg>Kf{hBPQ{ica6 z6yCn^wq@3h$J*cR?U?Wr>l8$ch}WSWKeA-3q9}|Y7V3z!T1hQK5tOp7hL_+wpqXjRAfzcr%9s0%Afhr z+lZyl56%~E51k#MaL=KlApJr-BAymhi5q_hv@A7Lt5ACJcl%6JBU=T>My^yoy0f%i z7V2@O`de*0F*%d_N8Zlw!^f_Oh1l87zi!2f4+* z$w#Qi120vGMo-?1N6HdVufNH;1IoOcj=Eh~zTRFD;xY?v4+V*DN2OmfB_L->*j2wq zH$l){MaJ%rp};YGXI*V<1ypV3-_iWQZ^`_U*-tQroCsq>H{5oRnK*9KLU4&k(BSxe$MdTLE|tOYk^l|7hjE3_>e@!tw=p;C%!RwCY zN3Z+;HLBp!-QUf7209OX%Anpmj?mpG-R|fS11(;cwfCv7pUY6h_Bi1;bY>b49)don?wae66MJx(9YPfn7RfcMqS=Wj-1 z*IN_VTzAUX4sJwfSH1S|L_|^$%_gZK*z#qIzr#~(yvgDKvT5aFkTe=1IK=LT74LXa zc6HKcJJ3{T|7I8Dg#OHXQ!AW?wlR@e|2w3B}$Y8ulCv z48Ld%mjqfyLiYF|M@g;6+=?b3cbA%!P1+Nz_*FT$ zhG~3nWMlDG&|+xxvJnBjgn~yvmeXtqo~deXEaSuGpVz9oshO_?s-Ka)^J~H8-_6Kczs}hX)Ne$b2zlX& zj8*x?X@vPJbdEWCWY40ozfJBVc#v&hZxL@u*# zyzuzo5J+j5U%T}YyT5v@@{#tqVj$_*J4io;-CwJ%kJZK-af{HB=eEc2FclsUR5(2U zeE#sNcE5PIe}8+!(7hMe5^H%=h$ z&#jYtP9Fr-{BkeV$%oMONY2HT{FpYYe(IzaP}LypR_o0X1i4P%9(xpe$B#4^RGA}j z!lHa}qPKwF`Z4!;Bp<8Zwoja!pE;C6n0vR_bJXi2#b4hX{)F1E_~~}Dy+`d=oln;H zjBe3_Lzz3ez89Mzj8i1|+3#Axzm)xrS{yciH-k6tzq73j9w^OtxHWlU@fTgmtgyjH z3yOwFE?zxsj+_>@H1I5Ff*4=iwYkBmSosMGy1g1_tAr#?d1AR@e~2~5`z*CDANFf{0#;pT^8kMX=^(>;ThP(#IU5$L1%d2}HxPGoN!np{tNMEh3r0;fyr7T_6^iNSbEzK)op+$t_7c~oG4jQcs6aH4zUj21AehR z?!=SW&#yL~6Em;GDS^PR(NEU~xI>5U>z=WXMR1m#gE)R8>iz$wK3Qi+j=?!{u9Jgo z)(F8zCDJ~w4#;wfxg7Bd`}JC+v|l(c)>J?_`z5D3N`Ej9Rftwp&4rIo#qP_eTft|$ zt7_+Dv_N2IXPEz2Go*7PsI%^A16pm{OImNS`)i@z$Q5@8c3TvJYgm{uE91XkZ#4%g zuC&T%WAr4u?}`+je-~!%@Q$(aaM8Tp(7Hj7=0VM~R(s?j>ef!9M=ToX{SfWO(Y(mU zyNn+xbed@;msZiJ2tY5Qq=PjmS)QA$<=nu{;@Yg-65_o_L-w=GM=@{+<7g z?}QAmJe1T)3O3?uAdweMJ3{hgL4JonNBJW)B->2~mp!co+V6~ceSLiezG$i{-_Z*J zwd3aP={Nb{idZVMGV1!+;f>!x(J<`m<2BZjQY2gC0e4zkAn=Vk;;PrMYl5W(W>h}# zbl_b9jW`D#@pD;Fl+YO>5ofw2e=jMv7g|fp!CQxMYPQ`Ph_ZSCX*zWibW$qgZZo@# z+NY^+lzX6Fr}$>ALZFO3ba;`tg>5K@QMXqYPpV?)=NEXI{+6aZaHgDR>8&+I05@Pg zzQ%nBZoV@7l_Ud3h>P%O$}WS%ElK&e%Chh#lHvNq#aJll>?4b>m%}>0RaTPkCXdU* zP_(?i+d&OP>94-P&va&Tp-= z-@VU1$M|C4qZN55bF+qmx&k^$t%$$m8e)?Uo6d+Z$fE{U=f}gJ46y^@x&%Ek*ATf! zj^3Aql3KfBtEYda63d_ag zzw5FmryyS^+PG=)sy|H@qFH>q_np^iw1Ib#ib&V`mwdy7${z|V%As|{YuKNb>0o)K z5*Ot^bs^uVSH=&{WFy;(!Ngo9_>?I3tkIyR02^6&0(r z%qCnrv5f1tFybe;bo?-jEYfLHbPdJ(*J8gxs2^)5a^BEb8MKu7LwwR}IDPN&;RYnQ z(DX=S)BpGQrq*#P@k#&6ez}Pb&78oPTg$lg>IfsFoE7;uoW7-W*_7A9v?S2x#-tP> zBiSF~=jroz-%G*}GJZ_==so3+zaPKp`M0DmM&op=_ux>*bMyN3lh1zWPgIC%^Q@c% z+S@>Jb4pPbTTQfPUC}iO)HRXykZ+wlCS$y6C^7sIiXA+4(Oaf`8OQ%=|K7}6vA-0N zKxHXeIadW_v3FI8S#NlTkfcY)6PI56y7OQB?7OpYCm>k@#b(VKaey3F^O~Nl(R>Jn zv*{LHIQG}iM`EjER8r@DbSB5)=oSwfY{Me<`jqHX6l96J$oFVv9{GQ2=9vpJLXP?p z$dKfsC5g2x7P%$v(bN5SzEECoJ4XB0?fagOf0uv%v_7g=>U8YH;>+hzBEZ_=61#yFdG(cb8pq858C<$JnqjMq)e4zb_rKkTx<8z`cau>DOPSORq{taYV;_!c z>}UJ&c`?5_55WZ8i6X8NsN6bfqj7c9Qz*_}}f}TWeq>f#z=Q zPaU_H!>;j&rKYnCp$DY(lUaxVy1rXe@;Xkw66oxwO2blq1+0BvPpzQ-Q{=>lWJJ#W z_5O04<#HudkwA5|lP1oZve*=lOc>j~A#^^JajoFuU-z$nnjinPJ|aC@2_-gcnO{Sp zhiN?Oo-XH!$i!muIwh9#-}6Ohy{GoIr=sY6i}E5}h2#(MaKUfuI-9i>h|4Zy;T`9( zAM_kz$x=B(*ofHI-H*O|J@g0p_wD^}=ZC_@-K3^H&<3%J^VG%ne(29ZVUmN*J))?f z-6(}1P7>Qzc+q}${~qL!d+lvclQfn`s$_Vds~l~2Vw@(jw*8?$okgWBzFf^{i$*N@ zbj*+IH|>sh^`y^=qLB)HxNL=oPy};?o^Jj;BJd-M82pvIiNCIluJY zV2t%^1yYSXC`Iq;V~q0#kNlu-<8jG_ckG>L3!`U?J>ie@2ggaH3LD2oQJt;stoVgr z_t!2q(6FAo5s7vr->AR$V}HNrmT?Mu)Qr28zk&;;wQc3a z0MTXnQgNiSey$kuryAcIOD}_wNp=igc_)mtADale2VXAQi4e)I=w4ToW^ z^u35(LPwsJOBvfutf)7rc^W-fMbctTZ@rAux3~bq=MS;(tVGw`#v}Sn9e$99%-r2r z-YbeaSJh7GX8#ZR`|&JS{``4#YqiPl>6Rb+`%m-ZpVpTnR$@n@v1b{Fsu_E7TceeE z~PbiA!->4#JuQbe3p|71B&220jXX@%OgEMD*5Al-uHIj8mB zRB>VL0}H`jwmqorJg?TXJ-^ns>gL1gp5xVM+c=BGM1m`#D`)3Vb|6C?a*0Y^>Y~_T z$#w@e&kv}5-PUux(Vu?GlW+Z=Y4f)n@+w1GVu|~N(=CxWIT>&1MhYa5CY*SrlMB0A zCvu_?&zHsKGvk5(1HP1dD1{2LSEF!`E3I!MUC{S@{JZ@7r}bfB%6dS!dKsr)U4cQT zirdTi!*t}L*(X=zbp}e-0r#lT^!%vo!5w^9;N8i!&$U;hvQLybjpJLf_M}g_rJlFY zkp8*>5&ZLOzv29|bn5KkXTxM==qx{Thg z#|yXPDkpx;kMI4J@Ot?HmyK(YIdd3E;Sv{CxaRVOGMgUMA6Q^9h5cIJfrsy2U(cvQ z7lfX*bsTm^MGmvfAN)zt+Uqv;TGC9I%u;IXfagWz+g8#(vG8NO{l4EtG6%aF)>I+7 zS%)-HekWubKRbq_qdKR_xNS8QaTVO)1#-e+r22VIlslj zV>r>~*s%EsIN9U7QzoHJ{#0se?WF|7NAi6>nA|sgnm-UHxk@@0d3)*6T zh>`iq25cy;{kAB6zPIeaZDCFPeDBZt^|SJ~iZ&zn@%(Y4JRK06gU6FkU$i~14W*{` z^3nXsez>3M`Bwftet(yL|FpiFOKQ9$33SUi_1%&i+z1zz^I|chlyST1m-8%FnQC4c zZa@;8R{|>fw_#5*B!m>!God_^tsj!b`7w^8yKurpR}k0Ep7qz0f4%?U8&2QS@B62n zHXO>l{W5xDWH__OHhtNSZ}oqb<~$`7oN=H>PMHQWvj;h`qo%}fHnm?uyPwF!-?;eW z^ND_?&&8z3z*A&1BB}S4{di3T8-GuA(B<)YL^Hc1s4wQ%@%?-K@>69Cyh-#(JvI46 zd?qKBH59|f71f4Do!M)I2mU&LzsK+2#<#Nv=``+lGAy6RtsCeINCU4e=a;Gk?mADc z@a=oNzR!>Ddtu^xI88RcuG-d5o6KRNHUVOLIY^f4{ZBpl z`+AQ#>I_`O7qB(lZi#LJf1kfkPneui-?xZ`46@CY#8Lfi`?P@0f#uW)7W}ZfM!WK% z#P|09)%?GmAOEy{!<(yAde|3#dLD?V#uplM7k(<=f+UT2;uo;lr-}z|HUD*f5UvuF z3SNB)tz#dn$F?Lc|8DrJ=k0&D{>uI)N74$hD3t{)^#ywwfeIOxto~{9;&?<>LI;#Y?vt@Z{BS;wkvjL$iM++AFW5Tmupj@WzZqD%oqk2p zf$Hh6h?`UA{h;r!@@Eba+559!LPiC(H166z^5w7U`xSoww7!e_A2GF=nV<5c?B$F3 z{Kl2|F64SOQHy*L)6sgGlP5@p)n8c4kY=!ejYmW#Dw_YAA5S}uM7w5PLkXL>ie3B) ze!#!?u$6;A=>oRxj@#{zFMh4>S9o13dmO7Yy?|L=Od^OrO8(P+e)ETZQpTMx?c2~M zH;d#4SwGH?c;_6eVdeaYJ+0igI;Z*9`ko!h-S6*Li*`S!s4sc?<9@EcdOopLr`j&P zxri9p+oDxpCj5ZkU)A?3{QhZu#<>q>6W%8z{f<$3y6|G)G<1pY(d zKLq|m;Qs~!NiIpI_1xEaT{b*8ISyR(PhmxX+)ug18qKPy$@n0JFFH-I8^5!ni z_yfJK2V~OLruNSE$M8j#mNNK1!yg>l|JwnH-j_Uy_HV_OmcQj!xww2OAePnEPKqXx zHgPdYil+UoNh1eqTXRmtG^s6;Lk$$yCapwUu6I)d$a|>%H>tmL`!{#Rv zyfuF=`DV>eq+hN1b1CCjYs_uU&0L)9j~Q7X`D)2}{8{>wQoI#EmNI@lJAWei+WL=@ z^+r39SAuWxk0tBBw)S1=*OvZRO7pc9XFS&CUwgI&-^TCr>%P`;IAZa& z2KBd+-+a;4At{;)|3_b4^Gg!=IMp zZTPeDZ#Mj??5hobD*I}~_niM`!=IMpZTPeDZ#Mj??5hobCZqpq!|$2@xqTY^dHA6W z-}d)q^nc=0U+n+d=J)l#G5s6=KiB=t^grbB?fgDZ^PMMsvG1$?-`D%*A-{Re=US9_ z%`3SzU;FymgYeQX*I27#R^(Rpu3s*ypD(Ng3UpQu2SM()fyP0w{_Q}4z{=IiLxCV9 z$;vA%NgaPBCRDn;4xbB**zfQAe`8egUoZYc;6DWZL*W092=I62>CdZ$AzY-vbG^7Y z>?QlNTapQ%KsS2h&B7B~B#&+Eran-f47O}c>r-)NP~vo>VA|Urb_TIU6P{Os8#j6R zy|N-;cYBn#2u=gEN$W#icKbq3MZj2t==n+UR^ruvBz~3O>jt-Q#q@m zn7yT(eo&2G_MSX2_Ww)XH*rgOe4CxZeWAPk%JC_+$^! zQ?yeq{c7O3wb;aWGy)t08-=1Qw4uS_j`O|Meh@F!#YRpn1)_oHFXVWKp|se%XB`u9 zSZ4RS?zsMBkgqXX$I@j6{lV+$23zf6G_HQ4QbHLV-}GuET#5kZfpiNOJYP>xsg;*4 z`a<`eO7k%sK$>EjO)O&=s*tugMob@%U3^H?u34Q7+YCb&V(|Q$-I;Uu*-3j?|MrOG z%XVcTOzAY`Xo-MTTWaNs$236iKG(Sognp1&_%bV{3Sc3v_Il)8D7vsCy`S145o;t| zEB}!!1&SLtaz3N9f&sBC^^H3ApzUgMMpZ!#_VDl>k7Nyp8&p(+k)E0`xs|8etjh-; zZED+#zx5h8oQM?0#KMs6?U)O+I&m1G&Ee~F(aB)0x`Ufa)eK0&Sl-0$vj>XGx!pxp zN^s`lCeu3m2#C41Jx54R148Nwqv*4J;k|E=e>T^@pI?>_ZQE_PgfH_ah<4RQWxkYU zehntPzdm_|BV>AVTu zy(}%E>tte!MJ9b3OxQKA>)WcfJo9)3-S%PdK49 z{EW|#_(P;YDC2&)9Ygosw}yu%yh0AqS%Uj8h5N-gQ1N6f?8nK z!BioZkL|5?ViY(Phtf+na60FCP{(RVNMOq?HB+) zC24OPD))o#FxMROXf!IPFr?-CkdGZKUK_JWlLb{=%I2fu9?-dQl>W#AM`$20ve-Ul z0ihwu6Kclq{D>l3mej&L4WxwGH~7tz^|2eZEL=`*M9G?`HutF7#`ExJj=q+S$- z_-?obKVO%E$v&Ambgw@PVjM{C*NGg1?uL6?xnDbg>IZ@mS6Ou!6WQ_V1Vc1%TKiLo z&+EZN3+FAassJd%RGo9e4nP2HTBAZYo?jSyHP7ZmY$?WnQjaDZT5HF1%iC-qK<;w# zhpmn>ZU4CO}}gF7>t7CO^xZv>W6?P;;nH6Uf=wt^fIPf`yoo7?Ssu=B+4CK zBPnd3h*dblt=l)VVD03BWM6{~oS73Ga-Vg87P9q@54u#rQ`|3x>UtD(-duA!{lFox za3fQFRv!QdI^LM|&`ZJQoPBx?dm>PLE$e%Y@Z*^3fC8DXbT-U;fAraG>Hy3FJEGYe z9U#2M6QY0Q0PRLXJ!0CbK>ys8+dC=>>K1LEE#P%wFbKH-mfR$GH`LedgTnKis(KsZ^~P z1O~4v6v~fdZj-%l^FGdjYweBuuje=-HH&>Uua!44v<A*N7R(^Td6x0R_PFKf;!vlszrd6`?5T18W-)VCULb(dc>_?7c zw;A-pTZ!^P_o~q_QMw~!UGln^z~Bz+7#9<)Hfe*O{>DoZe(7LX+uvp4W(wNv_sE9a z!XcxHC6g;o4sON-*bj5WAfXpKc$Ll_$3&QeF#5RjKzD06JT!M_>SBz4`Swri6C2Gl%Rdvn>|Y#g z^4W_Wd4Q+Wmyh_-x9OoXD{`w0v6v3h7^G7hbLe0}GUja48n#|6A8xEo8iOhqNcADf zIBn|=N4(*Jl$ajc~2MRfHugt8f>b%m=2c%ACz|Y zm_k-aDU(Y>IOymTekx>?2LeYYI%QA1KKH4Gt13xY;PV#yjob1;;90!w33ewKOdK>l z%IXf6J*YKkBemgawaqP+j&$JbdT1w2YX)!LZX4vd91f%E&WF=+^1!C=C>Z)C8qGD> zGkN3t`y$0fR>2`3Ty$)v0~TGO5Iu#RL;s1;x^&Q<&Um78{|H>H zdc(UbCkz5F(@lwZC_=(xD}iP_UpH4?l?e?wj%_4Wi7uwdhY>RZjp=GfIR3afnTNw2 z^cP7R$`5G60B)CglxI5JmEPZBgfoTb3WoK&?80HsO(PMdM7e)GzpPD+>jj>zyh-DP zQvr@ADIdPli-0C(PNB4RMgFb)TPoSjcWkaR0a-Q%r;dxJV@)?KE(b8p0^?b)C7%#> z$-}o>rsZo(ffUD2ErNN#gMOL49Q*xYY)}3usg((^dvgSw(klcZ#d|KH+V*h$Do@#{ zb_zVZY(iGZtqs?c71O-aK$}y7YAc!~tF^tp4yM z=bqqwRulMih=I-o3L*T0j4an$dw3HPe`EE&6o?zyk?%Er2n1`SZ>_nQfNF}~eloq1 zj(uR?FaGFqDcmh*i`RPW0kYmgk@k}Qa7%dnpxA^7ROBi%-~-Ja@9b zDVPG*nNhEu6trQG7bl)UorokkTbn5@Phq?+o27?Vmx9sks zWu3Um60V57SvR_^5N^Z|ydc@(4XL6m6Qh!;uynd~Qc>3elGHOCCx#NxLpQZe=dIGQ zmV2WgyB?K-qL;tytcM3Qh5&i3u|LRZ&-6|wn?N^uQ(^5@2=a6~np!#bu-Lk1?GaoG zoTNPTy52+^zUSZH<=a24FS|63URZABPDWqD#d9vArC<2;*@rOBiA09@6}jr}Ee~tk z5)hUe%G&Ing>9aoc>AfO6jV>~J?<>=hJ+U>G*;IBU}DQpO>2DwL@vkda0o1ftr!n) zi<}c=pNXV6Xqo~<Jb*&3=%;I`orGG^C8@XY$;N}F#FxYAR5CtOnC#zMeMfT=co+8SUO`Y-_% z%PF2??!oh`Rn6rz-o7@S%6E+69-vy{vmNmMtv^j0pI>JJ8skK+4nBpz`{bDV{3-`1 zP?#^s^hklHsJZibg*K#Wtk$H-qI;N3BPx*vg&RM~;@idoOuvnP1X=)^d-?R^*>K_xsNwtz(bw zZAeG7Obgd;_?*Pr9^s^7U(LX_Gu6*>`&cDgiFU6Jl|KV+(>qtIGs=dx+0wr9nhcVyD4FQ#cr@SIPM#7f4E=VaayNs^^GUOyokRaS+07XWw!^=sha6Zs94hH$ZHHo4g+C zFQA0Qn_~oS=E&eoiPMJF-AI&v@tB1L6>4WH-SUN*{WReD^+TB^zGp68S+*B&mmkTq)s%B=fSG(4ofhU7&k|$KXA@c1W@%nLZILkXkYEiBa0=2@2{c&l)(;?IpQ-&YUzq;O8 z-;oOe9bBueEb;M9^*n3a{&dtB6IRGXmxn!E)j`E4dj|B456J9N#eoYhgv@(C4%$x& z+4T_`LfUFVvL(+nxFoP0YguOo9KwZI{ncD}+Su~a@SF))!S$Bh;dHcKo|ddGrecz?&0Z2y6i zaN(@l;~`@QXwAQLObSa!154o}?0F}#h_%IaDIRCw_`L!3g9JF(Q$Zfdc^C)sdZ8oN zj^Oz*xWVy z&fU-UgrxEGZ+ya&$|;8=ys>RXo}4k|t00|@W~rl3x;qwNT{}0}(CeRpZQ&GS4utsY z?z4$c7x4JdBQa~g7GpS}9B(*^$NS3aLEk$3_3<(1dntiux!}j3H~I)znSvj*gqa%;TB>2cI;= z<*Mt}#8iNl=G|PkvFHrMy@c6ZiU2rMUarnG=MC?Naq7FGjp1a!q1qbRG)V1C$#V8E zhZLl#BO=uFz?Ve?PxK?65M)jg=>J zNM34=a~VCe%&)yv4|Yu1t;oN`vEP01+BuSOmlmMO(3gpJkIJ#|*)GqytM4FX^fEWw z0*hqA=+S4Aww3TEh%S3zh1_u2q;N8~`oW~VvSgLdpN-oDto z4qcntL7yMU3gR3d{)$=2NG~{i?-3I^D3Q1CIC9$Oi{GhQ%zVM)bIKC1MUk(#07-T9i$GG5Z|}@+J`58kXI!t6?NAW4rSU91!?Glht@(vYk34b+qOPe@Tn#Q zq+h%y!IBQK5yBf?c=UmTNSwDJqyVWI%&1&&FUP7By+hO$DuJvdhLE)07yNGKjvfy1 z1UrJH(K-BlO!U?ryHxH*0A;S`mSPeuAXaXD-bIrRFSgKJBT3PN^Y>&d2x<$ESHT7! zp27<30pmDrFy20mBRPANpZh_Zo6BCCZcnH#<7UB{bpb-|Ms8t=1R4^V#38LiV60HQ zK@)FZna5E=NeO+3jC-h|Hdlze999!P@VkT^W)dD%B(8+g+N~kajiQ15f&YWr2@jBy zMx8TimLR9UG_pr93Nk(GD5Ih*U=9C6+G>;z`uw+2Xm44;+0Olr!)*n~Qu#?-0#gO{ zp8BTEcxWY9HC-dW?(GMhC0wn;Pd(vN+Cw+tH#$I(U2(W*Ya~eSWC)6N*MiQ0Q7RUL zbReVjxs-#SKlq-1f0u9nv_8`Vfg`fyD?71Xz1Qxz$WXcLU$fcSZeoTj@{<}a78gARHdA;^zsyTZ+5dTlK;7{oPxP`jNo#c51WX zh#v48vj#?KrGwW4S?3OGBOsM{*V@}vfE=cRZplekU|aWH()Ng{gw&(A^w$*o0Ygsw zN6Y7);MdMkP)Mo^=4Y7Klx~iMI;|GnLw;J2PJMTxUOgRr%8CM#@OV#nFzw;UDL^N3 zA|IaBtH3;@80IIfDuJnO+?TOqyM{jOmp6;3xRH;%KPB>&tggbQxVdI7=U0OIx`Qn)PC*c{CdN~B zs~0>Ddg&qPco@Q!Tj;DO!-1gA+g*0OHf+jxN4-d#4t4^OSbn|{Oa@%#EutF=kU{4_9ap&Q&(}6AqWhMF>5%4kM@}_5N@ccUZ z)R~by9jtH2uyUm7{p$@MU|4IjF`!Y>2y18HBqeF2XB- zY^n;qiQ4P=M7I&!#W#|3<--KX3cn_*(`1tL(&jLhJ5>!Y2_4zh#sfg?(Hk?#H#ivH z_Nm(FqCT*^<+_{59|ZQ^PW*+{DnMzcQxc&P4c(eI&zS0}!8W~JHmhX!!InodZq(zf zVEc~i6}Kn{7;m3=jgz{9D)h+16W@@+Zkf;*Tt@lm33b2OhLc1fbzy<^B9Rqxk>8tF z&%7SwuaTQQTJMKG-6^XxuDFjn!f|=eZRt>>`zzA7MVycuyH$L{LM9@AbLjq^9Q>PS z3ndO*U-JACzXx^Seet)?=~Cq8&IQ71v?SZ?YjekM2c(8 z)*&41dw!Sa5sv}b$)7Dz^E;0v#u}x5u2&WG` zCp{h`Lur85ze$isB?t_hW(&^}t3v#u{N{4sXgIB}+hgRf2H*4V@AB=R*5~Xj>zpdN z@+PO-VG;F8^3}`nduQYYW$ua2yJ6)pzcSd*}afliWVnIC#Lsf|5 zFw%?#yl{`U7^wzhRqyw;451(;E-tf$!3PYwN+>vA7{eXwq%~PefzUs(hHtz{ z6#_Vlj#dmrL5lG`zD2%6kiIdgNatY{I&EQTt-#fY=~LyoQbt#U!!+NVXIlV-Jz>4d zQ;!3~S2~7Uz4YOhk6q{k${+}1e^&R*R0Tw$;;&{8_e?Pz8Un6AN7+$^n z`)-|+7s*|^v&;NK5h69C!YlGGLHl=K9or(W1@<+fBdy$1PAylk?ZvYF#TVZ|Pir4s zc|b2I=V4RBXi@_Q!UFsIhJ&C-^!aAFA{;adE%NRY)d!k|&7oyf{_wQ-U7Y!l94KZ* zR<)Z2!&>=pvX}ibz&$%nAo7kMPAtYAcRNl4f=wSc%M%KKp76MM=i6=+<=;4amw^^8 zKH%TsU{--}Jb7Z3Ig}9lrhqqV(GjsxQAR*I3+&@})q8Uw4D}H(BWb$5y+M}|c9&csXW04M{K+86 z<(tQ721Bz~?qIFJK{z{>PItec5uMOK{#?ZI3bwFra{IkKHITB;#6vDU2nd(n9s)-k zkS#HAuJ6+WrE>>1alG^cDd`QqP04cLdG3hJHrZfkr6fLFoGSxjk0-|m-!`J76lbZN zjIUy8v*&m&9;pFh@41{P{a{#>nKT~zgoDKLRZh0|4d58{01vJy zBquZ&o>Ae_yh;zk>9fzCFSNFxtzEhAo8kwt%yH+3V(-twv0Gkkp%)V&g|~~lq!I_1 zvr7<_gC*Q;e{>>PF8~-gsB0ZujG)0xLg&n-U|`W(Or#Ld2Cf%sPm&iKQO16!fW)yY z*l5_gjH-Yd7$Pz}=SCk4k45H+1p9Cx&Pla)0PkN9X4NuAdHvziOJ!P7K6#)VNzx_? z4~DsByF=AX2jP4E{awEO)A|I7tZJP{SKhSx$XHA!kDzARzedj=*-7i%xa@!ZeZB5( z!;R?K(RT_rx;rq_pdC|&)-|xZnQn>tUMOI4by|xRIA{nzFYsyVFtD6p+q`9;KlmPO zco3JN4Eahj`DIqYKqGnX&TahqZlRY?ZS2}6q;YIGXW!bZ*gLB$wdD~taDHRniJ2Y2 zz-0N6@lrny?8(RVQd9IHzVkiP#1?;0EyH#D2+G4LX7`d*zhJQ4%REVe$D7$ocVJUz zBWhKitzV+Kiir?MW)B{&0hepdv8A+_M$#i#iBokvtEOYDUDAWPCnxbub|(9E!w zjn~RS^Bv2CLHS?^T54RIIVA%=b%N{Y?aw3redo82mA7MqE=LU5;%eZ`>3LOd?{J86 zRO#MghJ&%pD4!t`V{qn*aJ4q{1s0{~V+CyrkX=zEJ+w9$Hq_fom>-viejW1KZ8eQZ zsn{i&DftR!w|c2d2WsH#&P+nK+8|&H{&YBJF+O zAT@M~$@kZ8;)Cpc!7b5`Zlisyq^G(`X+Z4E{a#_^Gbo3QbDA}BHSE=U#gVVCA8?`A_E3c{(;>@BS)E$==51v{zP7ov=Dzl+nqj^EZV38vrt=5P3PantLbdr^&OljjZE;o>V8c2}k_OuZJ0I;vBPib5cPqF4V6 z-oJWitn@$j>w~+YUWR}G4(7W&%N&~(;exI>tA%a=(Ac-j2MJ39^3M*PFu?n-NUWM0 z;T4R=_RVVlEc4`9O4L1PYuTEfsVLU zLX=$qbXZ-IZ8@qA>ONE{zMuW;0fSY$>lG|TsGx2XR|~aULNxXSg+M&fjHT>b98{Tj z#Hgq0LkWGT;r>%N2=2o!Z`r8`yZjx+syqTfKc#zX)GBHCo_~LrZ~wGDo{_@PQw1yW zd&2iHOZ)2;|B6Y_D>CC*iQj98cPHu>H6mVTa~<2W9hmX{`K@nEnPCu_BJb70{@0p zkg9p4nQ#R=#W%F4C#V*-zvyt>k`n^^$z(%o7IARUz{u|TZGD)=pUY1C_@l;Spfik9 z5pI`o^6qg8fEVG1xe%!|=)vZTl|VR{ZNp}3l#2}!a)($##Bao185>9+P>yB{(hs(bONrMQXregwxjWl zFD%@X2$`YU5BG>2jhSCEffuiBe>mMd8ZA5gkei7euJ2|dkukiCZn;kt*M%>kanA_+ zM12NgRTJNFtKkzOc{7lzC`=;QY%kczjM>Hz^pT+^<0M?@#Xt z#u_l2;am5gU8seRDe)IH@#CY5T4{5KuHr!W18m!K#sH>5ZpSQjyMvMCI%Rz#X$TfO zx<6vd7sef*qmvf}{~*oNndOJNDM@KjPUXA?yzFfJ6mG;hJd zC*NAen=}T{+m(Et@v1xc@{Mf}O^^cRdPCZ}OTKV@R!qIGUlPo#)z#k;R-y^2!Wa4( z4VZE2M}{?5Yw_4f%4<@c^g`V!-4>_(gwkIxEphIGJpQ>oJW9OdBW zuD&e9@4)KbxBBgNiT&_B|NbuD{%L(@&ew&+POZFI62%vL?>o5SUlb?av{Cq1ERUZW zJr7*wBd$c{7QD_pCz>!yZa2N~rdr?*|HOQ{7{5;Be?QPf*#|f>hZei#OduF%!rn>i z0f%=v#n{mtgz(7dReN9f0x>^(T2hHLwD{iRZKbJ11)b}QL--r8kp64dna^q=K2@yp zWJM@22gbiH;>KUU7x9ldxn%$myJkQRuWwVR!$-z7(m=?l+D@_24;17Q@0XzcKz_u( z>ft>+A4c_G*048VU6a_zbagGPdzErBw;&X#&pW~_e*W;HisrT|GDA>uFgf(b#~l>M zHm;%6kpgk!Jv}TnzF<6dpB1-iKfFsBdm-0af!OmV!sE9!V;?n3Xh?@^A&#EitqQ-- zL3cudW4)UXWD$!R&w81_Hd+N4<3TrQkSuYmla>L|L)}a+_k4iUUo7&8mNbN)eIlcQ z*SGmVIjK_FIV`T{ytZXpEgUD=F008M3U2hB`gsjFFuotJ*|o(0dg={FjW4-_YjXNi zqD(2chYBi+@#{{pF%Ru84oLp%`NeniqEL@TJZ-Ly-Dx6xf{@|i+(}g-{*LsOxG7ksZe5d=0 zXK^se8>PDYkpY;#$1jg(y1@1c&HEkOB!ST0lg~~V2QN3P-%;xY$Qpg@WcQc_|4Pi5 zWFK+@@L8fWEksn%;G24afuITrmEJlSY%`8F>Iq*n7m7k0hB7`*8LyFvhT4_>Ky~!= zshu9B<2>3Zy7{F-v^knPR2e;ux)8_k*!oeC)#y<_Uw5*_HW03O@w#zG9wKZN`Y6)F z0OH4WAMZWp_63*Rn&)5e_?*r>8E{c0%0b-QyG%`&iZSkKj@X-xbpWr<-c>INhuMVf z?Dh#bsQ5rUUn_11!FR-&iVIxe?XDVP_EFNlLHhLp`OxFvyQmUYv{_H6V) zR8h{9rx?rO->vxRcpcOkUA#Lv7zT`kaeiuEIN%dWUpsGS08evo^RRon0Ht^gt;q~P z_o$M#`WpQ2->D*UixPl*8}`S0oN`bf+nn{rOC?xo%hd76D|PUgN|~SGS~zUIUzc~C z*$2$7O^uON9)=K=#E(ZPUBR7whv{J%e7rXBSZ(Ns13Ahi^(WDiz&9?XZpd{4y{5UU z@#xw)OtUYwu{@y;Tr{e7eX33Y?FGVwxegqxXMLM?MBpeS99JX=n{b5}@jbj!;p&jv zpZg*v+y`E-=X$=EMFXBbOs6p7%|Yu*$yjsBiZMG@_0<`}bzsN0Hc-nY9F}+=XS6@X z!P@OYfxu)4_xDcJR$g!cnlVzA4LXuwF{E9eYl?%yM4A#+0!jFue}9*6|FphICVyQe z;gvVLV6{rM3I|vG%W0v0Iw);L?*5KlXy{=!+7IQu z_Hi%AYtndRYU{|4wO|4m|&}7tX>eep+;F4!jS=MX2&+Aga)zeEQqHOP z@x^H2o2oG#ZxQQHAC1X+o7^%=N^_()`RiIHW+{dz>&F`kx%9 zz8ZvsZfh17mplV#l(ms$;)L!SKLX_VY%*Pg|GmJ!`;=wPX?*^>`1Wt(SH`Yr z;+*oF<@jwaGiRDhnO2;DVGVvW-MpCg;If3Cj#QWh! z^i;~hT4Kp-+C18NSq*Ry-P%ME9}SnE7Sj9g#sN#H#JQe*hOle(z%CbQeWdUt>XyFeA=v$ z*8zeQU9PX!^nmo65OQ7~1D+wW+>TwHaKZDBW6}Gl z^arIT>6ljOzLcAJ4RC=&hgEV%3@9H=%%nHM!G=KsMxm6$P%N{GcSpM;_)?7cTuRvw zk9gwjkJfrXbgI#ejtGKy&Pj9s^Ks~MQH4;hR4L{tc=NuDT?4cf#Bs9HWWrspY4a8l z9LR2o8+7P62BjR?t_*LSz)^IVRbWUBwo}k88d`cnM&G%c8td`tfMuvcAcf_vu(*^Mjizl?@PSOF63G6A$Y*+62a_;Xr}Kx|`O?1Ozh*Hddc; z1kxK9jLZq8@%NYJO=p#QfWwD?4yiCnXd87N5p<75g%LHGV}fZ|pS8cA{f!0~PV5@5 zn2(0mo=YvJc)UBccEptC83Id%$y$*lM=)jV<$ot93CXt)2)sz~fCf*2v?)B^mv(RI zk?4*=+A4iELYGr9)ykLIn^PNr-+Zd@)2C>-)ze+Uwh0G|U2l(E3p51PMpO0#QAa=z z1J&;e1AL5G^SE2q0}318PkFtPfWfYa{=%^sbkgeB=q~$gY?i%QdsT7+P?ovRrpqTl zG2^WD6}&(B-`Cul7;XY{t$BKE8V+#bN!~}|c}Y+@MSAt@19wpFj=gznk0gkt4(DEE zjYa;YJX;>urDDlEw*F%-4bYtyw?~ zO+Wtm0N#-*AC>X`X*um4P>#3nyZH8R~j2W4iR+3cAa157m-kDVH~I) ztlgjf9tRnly7bP}9)@SxLEP#Gj{X*c|sY9GThU=cd7+R$5}7%SboBIAKd2ebKwRya>L$rEcwXs zShiAsz1td*URB}>{+mW00R zxl8Vk_xttS-+e#Ndq2NQZDO#& zX7=ihCe?69is*}qZ5(cY$feh_BZBC6lfJAy~hHIZkm(y(WDpI!BW zJDkxjs~x&60pqik+?h5@c+TcY=%&M<9K#yM$R-OL@hr0hoIGI9ofJaP15&UjZZEg(<uYT%=vQ_u#uEbZ@wQDcnJZsxdc5E%V8;@D)-7LI$v>IfmBU+P~6M^t- zSbYZW{j->|q1>}t3m9w^?Aw>+2tAX7ryn?AfLvOyw-b0kZ=*OT%U&4>kI7o!aX$#1 z7%i5`7mCGtWUOD^d{_NNJ*POT|SGPMDE>34_?m`}WnzPnlv5#vOHvFbT;9d1Z&M8~WY&d#PKtwkimuki zd;Y*h(B2q-kv5zrB5FM{Iq4lx@Wm zyH6fPe8kS1KkQ5N_7f`Yu@(EmTlLu(#T_xZ;EfdJhFkX=gkW!mVE$6&GjP0BKu>&U z2Fioq)eF{CL582(>%{RBAg_6el3&snTHl5$7~tNQaLG}ijY77dc1q*=;d&9UWG#6g z-H784F>=#A%_9n1>2ohE-6Dd<%U{?7-KJ49Noo;e?n& zkz!h=dMLz8pR4LoBQjtVecl(i8!bvNd=0tSg{pRSI-H(YL~%nRkAtVHk!678sXH8B zuydB-T-HDOq;LEw<2ns*@>lR0KFY zsx{n3aC{ERp6Lb8MWOYckR@4*H_Dsecet1;1k>N8b6qj13hZA*+bV~jfF^}t!*v^d zVbjEwlI$bKuzyCj>;S1PoHw=!s@Vpg_Sry452UY`9JLj!AqkI8;yJrP2RYY z@!n9Z$KbAzNJABzJcN@O-SCEF zvz|PTA4MX;xWqzG3=W$f&j`5hjgFeZ=6Uy6Y$8;3>_A5qocZYP#3Us_YF%aiTzF)`+w?F;i)6S=4CJ=YXfB3YKEexEhXX^hd0@b$$ zdE`f3U|~x8F148`thT>DYj1ybexJR&zlaHV{}{jboj-e)SZd|@HnVR!LpFUSo|8YA zq4$zEa@>BbfT$}B>#SGu@hQi(Ut$@#Kw2COlQIj>CHO)l+j{Zh5OXM}m6?8^VGGCJ z-Jn1}7xqu+U+ijFo;?TRZK$DQm2gMazaoji^f~m!w=k|G51xg1$s)+56 z0r3d(4>uirp_I*_`H&cHeNHOw?yQb2WC%G)Wf1L#4A$Yw#8)oh%fGI-ma;zdiXoV+xvOhN70zBOU-3_A;GP#BMZZ5m>kATOcS%mp8-w3eK!k7e>5+A!P?f#C%1Ou@m0n_0Ddmp9Zn8g=aVV<-vc(sc=y^Oe zy}swP)Pu8sI=Q7=RTeNoLhl!Q0Cx^^$5^Q;w-{*F_3gXk;{wzf5J>u70@}jljc>j5 zM$~Cy6n8{Juu>L@3(A>Qxc%pn=Mu_JK?iCl&SK?O< z-+1;ft6mNW+oOuWgqoYe-k9}APS&&2Prz#jzQL7+51`$1PyQuWIT+q^A_{pE1P2WI zPHw6_47=UDTdrNl@tUYswNlzz0`I2dms~sqAS=YrFXp);Boo&vTRag07juU}4iRFw z{IUE}K;b*Ix!TZ;llK{tq|neFQS?H7eud3GeHT!M<-`u6rhTaN6a7r3V_`ygX9J!w!<$nh<>vx35X+{k zV&aGb_+o7BzBqs5KdG^7{!JhMkRr$TaSDmqBT=jiWuNiJ@(W7i0|d(B3|r+)H%8QkL!NoXk!0>1Hm4(W-9fiblGv!doch{EgG)}Uqy_Xc!W zrDz1;vj<_fM5!aRMDcDpmmvguq}7F&K0? z7+f%}BXFuSU2*EX791jdc19M(gSmq+w0s9TEf+sp^SJM z+xwZxI$NJ|L8lZ|=OAOJ+7W$FhOanEZ(hQmu!La^HY{;a+I)%kJN zDW=w_+5PBWWZV-*PDU%|L&l+m zp7YwFP)vHtojdt3Sbovtzrv#piq5>6#@8)D;a6Ba4 z9DOh(op_<45R5B7I?HjQbsu0X@9y5*YzZ0D9o`FB{J@;#H5Yo+5z5pQ)Q2*K;1Wqg zQI?4h1d0u^;a99-Hy4F;4hb)mm%X|7!E!wamg&=6qMks;>-}Tb@${nHy+YRn7DLc} ziEErW;y2OFb;tUA<_{ow^1z%z#rw$7s7{?_d>7i1O7ex<|2Yb{t&-DRgOIqOOihCP zRYX~9@!4?SG{!skR@2pz1}G{sCm3RrP(aKw8}5yD-}Hf#&z&md z_PsVo6UOXDzMq`2U5&ECHW69S;hnmL*wYP&FACHo954s_yZ6$`U(3U!ed%PGz(Gh> z;WSLj*afFAB>JbeTEp#1iejxHUhoZ9nI*qwj$`>y z?6e!UJxFT~5|=JWhkud->P{jKw@ao_=S)eG>9rGh2``=BmSzp1IdxGMk9eSafM15z z$^sp}Kf6@0Z_T1D^3O-X(hS!NvBjrFHxV(cVR~h%4`1vB`RyEyuXCfzNiQ$r*-F zC^=Zp@rcg?0(04`D#dXAF>_6J?5Z&X8=i)S^xe|%?lX_5afuBiJ=yAudpv@c&(7Ma z@63^&Gl`8RwF}ny=2fIbM;7#$ZWAW9a07l7(aTTt%)vX>A@7o%Jd6d0ZtSJPo%^9~ ziDx6;1tnSf(IjowFrG*n>Z8RAtL^X4+S^~9Uw25#6a&rJl*c6YE#DMh@bT?Q(T1yMwXIPs?wYVlxh)*AILpn*VZKNzBgt-k(%4zb6)|X zf?M>4aqr3dv*%@#_VPf0cVE)1uQkY@+wz)kf*-`CSlSx#EYN`#8hc|g7i{M>v6-{O zSs-w5`;Eq9#Iu<|0O zqzLe;-MJFKdi?J5=S`kmGDA%T1B?+1_E=;rzS)Z%Jik2l^NHiR(=#!Izxa_dU=FEm5L;azGsDT|E4H<$BEiHkp@{(`sA{VR^ zYLB~f<24!!=0CcVxdBmXggQSca>S-C1np&vh=(M_*tZWAaeQrw*@ItI z^`P$AJN>hR($M|z@VU1whQPjghoDzJCsexWY~{r95UQ!Z7_0Z$32~ZVJ9JGBpy9VL;;D}PW>2{5j2z5sX^Yv9{&$0E5h)p(A&;DE7jh;Xar}PV>0XE8;VHj0 zcd3C5aP+6-MLg7l2#2B(58VC@_dq^c%dEjnrmvYl6(c@a0fer}Z!qGEi#XI8?n? z$O?>>@+BYK)&=~+#>o;&DbSD!Yl=F9rKr{dP-Q#Y?8lqkfl3&ptez2nn^R0W#3q*wscK&OrRlKQ|S z<`v$~!vS@nX;1lITEM+HF>fB+c)OQPO44=24Aq<|(X#8d$2yYUycrOThdUe+!@g8j zkm^KlYx7bUIIEO7eb!3>OH15o@<{_Qyr@~Pk;)Dda*m0e%9cQ5U7Y@|p6hRKUwzX3 zHa5H~jw;t%`U%DcsA%6nygfHS%O*GHv_s)Wv34~=+(qQ^Z8>}^ce#hViq zkUjKXgu%E4;&(rCy3QH`w}Ud5)MpL58WuFC~jbQJjp>Z0nuN zh|~OJ-^`OKOuR9YS%Y*l%(eRQZ2c6DtWJ-N-oXEeya*F^(cRGh)~`&zzYoC4>R^fs z1G@T%)drtbQ_l+9^svB)gE|Dh+;Jc@`>YSWM;2K71vH>>PG?W?Eg{&Vt7tW%fIG+h zl`Qz>BnuopaZh*76o>CH=B{*@4bnc)hVH@i(9B)g*N;wEVAtouuTm@oL*bUkyHlj~ zVZXyU|Cie}pr*~mJJMGODxNQi@1@m&)R6o;3C1iSb&$y+#=#U8-^FgwAY%h!!-)7h z0{X~NZpcO{iVY)NNCG&Sx7{JHgoYp}`P4LxrKcwU)0&~eN1>To*V4QCX zKm5iHNOnv3D9U~iy03c)i8!%?d|7e9qn!q*$bKLVi*&{K!q3Qw2ZVs(M)3jecMhOj zHFf488;<8WV`$?WHBDUq#&3w(tq1vjbfHIfi9n#BM)L8)rl9@dt9VqT2srFM$)=aD zhwNrQJP5?M#EN+mZ&k{NKz_l8{5Bl__~bi=F?lZyP`xHul+i8(k|ql*zUn&QQYm|O zpo9fvV(~pT-8O}cso5_sIQ^}*zdvhle|3JRwTkSDPwV^`p92i4t|v7G!g43l6&gGr zpsD*KUN={|N1ss_={Eb+3}O~ocHD8(i@5&N7A9LG7j6XmIMg-_P zwE5GP_JiTsU`iO@0r@ExwWY^R0e?3AbxQ>&^zM?OHH*(_rEu9UVBWvF8bS4GR=o*vkgrGR3|3v%OyD z%?3wL87p0Tri(PmBC}m0EHL}`k4~VuU?5Yc-4&Ls58h2OtlT%%p@s0keXIRKAg4Bv zvAb&;+z zOA}}shi41|BbOkWL=7fHj;cH*69)RG=ebYkwE@3fruLO8D{N_zx+^AY3U*t~aOd#y?a*FgjE9=L&%OjNE3pNx7C{; zG3&tY#wk5tXBMDQ($luEH-&T$%&d_9?{8mpOHD>r>kNO`Px6Zk#lug+f7q9ltV-!s z|L^12veErcvdx;FbG1=Hy(W*Zy0N z-nc%1w(TzWpv}9FJQnv}`9k~znVU55X>qxs`;G4>zShSfmn2e4-BSX{8|&!Ydb9$a z)_xI<_mB~t4sSm1T6Y(b4sn<`3k%}xI5P0i>x)R;ICvTbI$A?=ZH}s}n z97E~Hgti`W7(-!tT6EV%wZG}*!1w*SI63}7;8I|U3Ywxk*$JNCI{iOFrHOyq6pK>ON?}qhfKpC%%lJL*ww?yiOm+G6mU9CmG?L zx>evI9TjBI=PUemKnEM(N4IMRz2M%(xT26IHF!OX|K-tH1sL+%A}Jru4aSF#yHX-U9)DS5Trc0VWx zZ1VJE7J|1Vl#Y{029Q+ANzgID2g4@|qTBpbP()HDVKcifR?Cuhf7t_S+EHlTvfzaOd&|H=}P|ki8qM1|x!`+;3%;a_g zPu87BZmQZ4l6%dmc8U=`K3N|Vfzx*s9Yfc7oV~uv5h)BDRzW?VsQNfW^{{EjKDUrM zFKF0yjj8}&9S)j2ZeTs50FL3G3i6e9f>UqZr_E2bfK$w!e@`Xu97o;|J9bhZJdH$D zsHGTT5Pu+jcccnhauJg#{bGdK>$KOpqDLRi=ea@AOfpT8S{q187aR8(;`)>L-pg{h{)BP6bD7%z z{q0L(`npTOd$k|-!>Jp>Z;Csgv^+#hE=u)GkE{HMU;chshC00o-*8U~2`bP=Q1dHb zF*WJky<5(~_I_tu#tpY&LDy&RAvJ5TcWFO@4oE^maHVrTl7Nmo6NK{@nStS$;B`n+ zfwM1f1Rvf=1t%^E(b1jPgnQ3*^VI1m;dxN{jNRVXXoU3IJ*E0OWZjAHDbsQZ1^2v; z=}bC+E(C>rY1TZ86ul}!_09k~SzJc_C8h*5lH5IK-Ajqqp)IfJh$~Qnmh0`M(H+Q3 z2XhxzFG5z&n0ly3$FP*or~RMWOdxliU~itSM^ML%{T1HyP9!v?#`7gr;u~)L@9zU} z^4y05f_j>==>9q`8EIz~?8Bo9W_odJu)11#n50k=9!6$l2;fNqR|Sd43EmyB?OxLK z9vpAP%l(fgdnzfxBlJ|kq5GN;j@HA$6iV1}=5^(XbScynPIE4NRvw$@7R0u&SVM2O zT*>sj1Oz`F@xFj30mQe$>#a$d0iT6sYw{5lDBML=NmWk?8O)=*G=nu^oz@HQu5k*m zI?w!`F-Zn3wC;FZy+;`%3T7^Fyg=c25kv`4y9 zMOF)#_a=;HhWjN=)w*L%LqOTe7WYR)plJ4 zh;-x*xXV!C{ArPtdp2r9!l%JL4~!C4+uxtHx4$~SOQhplw9UTT5w6pmBOOVVd}jg6 z{fAZeGgAPI)Q|q982x3jsZ9cDHJiQ7x~hOl4p9GwC z_Vgw+W{1gBB(I3J;q>jeg@c8j7B&(D_AW(g!o#jP&5-~cul>_h-4o+d$aNsMHQrhQ z8{c~pqw=(dz|Ua}=Wa@Z(hVIg$^Z$Vvj(PeUKWV7&LI@Q>AR}db}n0m3iJ*i-@4}+ z&JW;MLh&$lN-&9gp;D|MiQEMICg@b;aHIypdye4Y-oFItZV(Wb1W&PPx?A$%pc%sZ z&X0%*XdZK2^lny$i+Uu-*fvo@vRJtLGj5#U#O)2bfj1~1zlgl*YKH`hzt?>(Sw#su zHZhiAtY{50QWHtqy8zn!eV?g57X#V{pUPgI*a3UYwu)C(D#06VTCxw^R8SJ9)NP}w z0VnDB#_{%T157;T<9v)161#D8sdhmgyH$KW^DM4EeYBz3OS&CrU!*K1j6@P(()Cfy z*n%0n`F%*O4yyohX|?vL4%~P{fF2$X)dW=qKStd-iod;mnUWlN!%K?&u%CBX`9U$+ z4nOQ`B(nE?oR##C_+`6WmaK}qANhuiVSPJ3F?3dQV!Ksh*JXR01Wnt-{z2u_xcxd# z&I&V1P(F4bPpon~P!gYFRXD;97asTJeU#k-qt@2qjlMV1rm&`7`3Ae2U*r6j)G}p{ zYH&sUMPgBMj<2k?Q@9|w99&leV_?0%-5@vHVr2%QMVs17I0?biLKqfdw+GDgG z3@D7PwVF9#{E*wzeTC$p@iqmIxquf=r)^eHlb%CfUv+&R5{rXjgU>^ai;HNNd>;|1 z?KmcH^~B1=fD_Y%EJJ64`6K9k&m|YCV}0J8W0I?b1+50;(#C)F;FF;Oc04 zym`+YN?cePm!}hluvvN5Ct`~TMk^JV+!}6^=EccSSo30M6FB+z%bV zsI{A?&cDFJz69uNT)L`)J3n{vV~YrGe*bu@2!#VHPXkLl_oTgc%7f8pCfyEoX~u2gY(c`mFq=PmaWdS$StQ67IgvmM&| zU$*W%!48W}#_z0yw!rm0Qu|z=^T9FRo~<^TpAkVq_F|cZIG7KJOM0{{qSf~IXYK8; z&TqM&{IfEWP@%4Y?%8b(1?6ikLpw2%Cu2pv?#l4F@XTSF2_`Tv?VW4TV}oP*MKwgz zo1j|Fmt1m-03^346MP>1ibmOQPi5Z`2d4a;Que&~z@i)-Hk>_zwdaM^F|u-DiJwmq zg)%7v6`SRTTaYnr3T+ZE1fzzeTEIncScusiIIb(4|9tiB@etjpu?oc^%*?~9oSsXEDqg9 z)m?4$_@Muale6c{Fh*VDayt`oVp~oTD1Uvb1o@xj3Ag)hhvCq;byIuUq3x8Y75Ntu zxaxYHnl*$EGIOLD5(ei`8wK8}7+ii{M_;L!J*J?XV_DHtG{dtBbTgH&OSh%}; zS=yMXDe3&f&%NDx9H)Xh-f!;i_u6gTYeyVuw`s54W;;^c_uM#-_xQj0y{EzbCyOCc zRkgI#*H4Zi&{j}Pj=|T}#r@O4{Ub8qQM2}N#{~|24{T7hw{&)QcEWvSYpaaA4HwXt z{}xz(;J54b2H(E6wf%NY=;86(7X+#X2FWq&6)ik0l7Fk0os->0J7>?|DuVahe=0i{ z71;9)rwZ7A3#jASdD{7?DmY3Wk9xIIeqFED0F!tvF%>b6%@5Ib*u)reR*~Kzxp~MdEsnur5kF;gz6p-PGjH7 zoA_RjWw}y|%XZ98X@l!gnp3fC+BTB!=~vH(`CF-=9J_R;_Uw^{*>sC zTKA**kp_D{X?&j48vHJN+wXm)y^OjIo4-~Q9|c$}|{lLQVS z|C8E}jO|?4q`$&t7}wEz>yCQeXfAF4io4d;<^El+iE9H(dSjiD<7uCnZN^X6;8|Ty z%^;2^Y@6K?uc6rUR=2>PreA&k|MsR0b&$k=p@3P5-aP`}OG!`e|Q%G(jX-NRV{r57&oe%q_{KQx(z8 z9B(pL%lqm5md;IAwl^I>)?@Yk?VoIZn*Lvn|KFWIend!bTagSZ;A~?|KcM)h@jqCX zL_cPI1%0)`(~b{aIUe`##`VvZ_c24l`Ohw*#QAq!IdYp9M@=<7nz z%5mI(w*3F?bW#IU`L4YbXx?s*yeSR+8vJ(J`zC2)9-tfB-;xnqW&G*ivwt<-nr23p zFT$p%Cg%8^p8Ol%@hs2#m*q+=cUy9Zr( zux?aJCI6>*GASaAFwOO-S*MSb<<{n(rvJNZVKHgfi!DmVD6?l2$IDdp)As+nqoRU= zQ#O_a-^-_kZ+cjkD_YsxN4m-Fju5)$|KU}am?XwlWZBdeFpZpFru9)QyhBZwlgM|6 z4WrzvWxG(2nc|)1V$n6zVExh2Sf8j?bnK+9 zyj4d28a&*pvf-~@-$u>1r-`L-tcA=)K38~jExM86i$&6Xek&})D<%H5p)Gel zu*uq*pqG^&$mc|BvFHU)|)w$H)%ijp!N?(>MbKQ1#QFMknMHpX|2^)33YkP*l&i92 z_{{AFR`#XsRsA7ObV!)FqQt-qyK;v|>lFnTT1Vn_KqSu`%l!JWgjC7{T`7wsU78rf z^wMZtw|1OIEuGcX!O>*j%jf=%e_5{Jf4GJJk#0~tlH<&7-NK)Z$$QF2Dw}Qte(SdJ zxo{b1Vq4^XDcFk)zXpAzFIhV+cAkG)(Z<}06gGbKZKudWw--Bxq_`g-QT-f;+r@wU zH5ikLf0y45Ym^uKbTh@LdW?vs?d7g~FI3DMEVmUK#3F47)y~TxF^vPTtO@Ss`tmv{rn4m-Jza(r)aAc|?!9MaF3 z#hxbDR;H~BL+QKRH1Tx$zT;UQ_m|~LH4E|d4eKZ zsbaSrk42>q8)w=SZlM|4;mi=+JYyxNe=Za#Xv}r_Vk&B2E6;gA4L`k~@GE7+XGK?Z z<($b0&&V#!%xP=B+K#QLfM{fZz(5#Ni_yO4qhy7mXwSIuigjQM_wP~NZj47U2EDDH z_P_g%2REPl?XxUb>gqGs{(-~X10B6*^k73;Fm_I-+IwDoE6!Wl0CDeSVaOd7e>$T( zf*$2P8?0V`eNBB6DA^r`?o^`Zt?P{qcmvVfMSpWW?P~Ou|3f|L{)jc{S4#eCLi^Wk zdnV26gIYCa&QmB%VX0e#YChnnqb&a?oAYfLzn8zf{JAVw%BCw+4}64o0AYhPs)V2H z*0g_M^$wmTrAE|Awy~FbzH|+qql#x{_2RE1L(w3kt%pOA%JE_LY?lfIVy>x$41R0U zuax}Pgh)htBEFvXL3c)c0|a+`#KyvRaki1ipbPmzFMwcV84r9fZCU;(JfvIpqfoLc zN(Cb(6K}oc^grSa6Pb9ovezRdtNMatQzoj=ywX6uP=aoDrJ8g5+M#jEnowW!>!@g( z{*8X-(7zn-!*K15W+gf(Xh21jkN?`5`f0wYrQ4Whg*IrO8B<*7z>3AW(!6Yg&>NZe zrP_xFzo%dR-CveJ;NgX=d%#qFP8!jcUYgaKQC^dO>5bMIIT%3Zy;MCjo7evSujKUi z2%YEf=$2m>h$Q7~-s{~QU4v(JEe$Ds4QdC)(9G?!+)};Ruz(M9fdI51B3H$Pq z&1p^h>N8~SD_d8Mc93<%wATIm=liSi3`EL!Dd5-zX(cb*AV2r>Z2*HZGr04%o6x6E z6H1n~oNMr(I{J7qKfM{X2iyz|DqQ>fzq))6p5Wn2jF*vF!;<-ikbnQS5l4{-jJ&E%xvWy45*K=9^sCFjvW|ws-+tA<~kKd*FLX%pj=KrOLA~0_|Jip4EC9hmGGDJtcjA5e`Lu@tmzajqI2TnWm$qwy{Q9du7rM6*-Ryi@SBBldrTmLk2KJ)Ox?=ea{<|ccKJ8c1joV zhAq&sNL8T6SjEyJmt4jKOHHU-QBCL3|it4K8|+{A~_a^Jd{U z{LAw9_-Dv(+lSqZMTZu+=~()cu$fO+9!+!2gVy!3L#)(na%UK%#V~_BAYS5bAewW9 zdQsZ67T-%ag9Xmo0(F{dk!1(@4-CV{*t|+5>JWIo16e z_Cdax8tvUqQ8?2u2-Dja(ZgOkeEQKd$jkDg<;?6$6s{>dXB^~>j=Uw3mlGdAqLDXC z)TI^Cjvi})&192EY@tVk{iYG(vE1#g$8iI3aYiJW&wj$-Trb0=QF3Squ8Vw>9)YIY z>mJIt5rYVR{-~7SH%94+>G|LAFU#NK*D7c~n!G6y89FvS{CFfC8{BQ%QIE}m{t2~w z&-5K~b-~+gWj~(>#aw*ZDSICn+ZevT%OVh%H6{-D`&+*`wK*Yl@Eu~`)a>T+MjIW9P9tVGIFE?kXOUL;AyiJJN+YHI2#sV#JgHa3 zM@Elrnq^zJ0WZ6s4t;nma`gIGTjxXp)MKqp)Ft26pla@a{?`8A+BmqKc8&e0-+U@CeG!qURa14?+E*Gxrajok7>4U!ExOH$i4w?{N>F`+`!* z?lh<8Sfi~z4O$k|&(Y%B^JkKekf4Z1+d{a~=^!-4d%XyMBCGLHp$7us{H6zE153V;rv8=W@Q5MolbIJ3qK$?@N->Az{d%CDb#Wj`KONq%K^RT{sIThOhFSk$$U|5-X%;Z3u8t zdx(MwEDwu+CW89X^>NQE^3W_-^zhsbd~hb>-{8H?4ymhOs8!fW35OyCw$RZBpbez9 zvT7|IsMau1Un`Uf`3lL64)n4?xSv+^sCXv2)?AXz+e-z?+1BA|?BCX)`i(yRhJRW9 z9=}vyMeg?5Y9v!f91~IZ5K~qXHjf{E2YSq+DcT>m$+;2;kmy8I0DIM2rxyz$5HkO~ zonXKpI>nk_ZMQRqAj!vG_Zb2qiLlUs^Wz?9Q#H9Ud@L01A0B5`pTwPXy1&c+Yb z?Mjn`>07~9mum4MEk8WTaJ+u^<8vh7uV?1PO#wLn^d%|BFCf{?;YVU`ZU!RZ#5)w5 z-H?~GSJd813_$$OuZKh{0=>{ZHxroo63rH*sGM0xk9rGrZTknf;lc@2aV9zkC0_fI zH4{MtuN)1f?BSdJ_phJ)hX1?#J^m)4b^4d`s!?hfZxf5&L+sH*dc6I%ui*_}?-{-= zlyXzT?=SLtU&VQLVc#r#Fbt>~Y2;sy`a_V;Z4*NuV~EI_x#b<_4=-++ZK{2%4g!Uz zc11Y`LGOpaM&mvOn4Q-=a!q|FXvvFOtk(!-V%gZ#XZB+7NyW8fLmn;Mkexos=t zkn$B|8I~c3Y`cu{6k@QFn5*X~cR@r?C5i4|rH8je<59V1!_f^EUb@lTm*~W}mWGEv zJzDJc=J2fB1-);5wT{l^BJp&R$ErXBOrybkqc6U%!GC)98-BcH`8x%;;5nJ|uD^&# zKU&B3j$XsgC94P1YY)TA7nHtRPm#+B-W4IHYq<((^8+EAj^WU_#ryhZ%40x#$|q{> zmp?91$RJmQ8ulF>jU)R zn9i9^(O*$guHlF{&LjMIvDDP9wnbFYN!#>6+zM%CTyK@LCxZjoOpY1uzUcn^y~j(* z?MNrf>4u&F6;i+BOp;&54cc4m-ttrDBCjFtPpr1okjH;B@YAMm@8Ey$5&n13e+z!# zwG-rH$U?EY^smlDox@tIN0@IY4M3rFpX%9oa=D13PB%U`S3*iig~pT4XAfx--Rw9 zMz5kMtkna!fx|VLXOCFTjQJDV=T?ft=e(rP@zSN;%3cLY% zyxD=SP-=a;w|t8nv^}5E+!y2n?=|cS>epd^*dr;P0A``OzYpmvb!t1|Jd%z{@et89 zzd;00@S=&&0O{VnO?F7;0n#&|qI-(-NLuLk`nJ~%E~vSG?)on6T(raAWg|WT9dv8< zJ<9d{<`D_+cOFSs;~z6RM#y+R2u0H=Kb^0S!LCJaefG|`4e)LTwON!c0W-1ey2rWI zz{P3$ntVJCG}|T^%hnx(oyEszqi-Js>N?NrqdJc8Ikzd_)>9gISd24hS#ch=Y3w3n zH~n#seorGQ8C#yUp=;!l>h6br?$Ix+nCn1fC>IEivu;jc&qI>>bzNs}F+gfvScb)X?L{5gff2QjCn&P`i~U>&M4U#{0Y1H{I3>2$*kH10P!rHS*% zByOyxPCR`AXohEQH-ImkIKmXXuhSUf4I`@RYwNRVH-<$qdVKdM!@|qXEg7=ZdDm`i~^W~-mLU z4t`sc{2inDYW%AiR97J1?T(mjq7bnVU`~Pph{>6#%ixcG+C(18QlwX`E|Lr6FFMPi=@N*6P;zaqmj((;1 z@6o`Th45uglwS+s|2>WT&mf`PrNR)%|+f9 zXs^NlM_EzSLabR>dwNmfumxi_oLyrtD<%Imq1CJ?PkEw@847UZtcpRGB%OcGih>Q^ z+gs*jhK`7TjCd&apU;YNGb~W(UDGwxFWKZHSVH|>|I4SLm*tA?qu=HzkOlam%U>

iDF_i_^pTXRzl%1KTPwdF)a=`c-PTCsrp;@MBh$$46e22(i88!R`4I z-RyMJVBQ%|Av(Z~ht=oVW@#S6zJphvzSAVZo`LjDxGDigys z&sK@b5ROL?WuyZR>gV9GX8icREiEu9lwjd$z5$BE;+$_yv*R^yA{7I{A5PEiaJE)o zj~~Wg4zQ&CwV^iEDL$~iG#6|xem;D>r2x%M(RDdX+<`Q6HIL!^tLPk8hVSUQbQpNa znQu#6fj08*E!h!P2sGO!-ce~aqURT^$d4-@f$H($LqWs*XlHH8-G0Hhpm^8gsG;o~ zy6Mz%%0+h!vJdXakle!s4!5?ezMnY^w@Dm z8O3gjYhn^QyFegv!=#m(@5M0SeU_4qejD5{-;D#hQQI+&V9f45_m&O6%<(9HtuYF3 z*NdD;k>SRl43GMf9(@2OGjw)6vL?sp4vmCaUP}VKar3j*#}`2>t1ec2$O3Q}3B#s5 z!VIBZ2S;{IorR$2?rIX%W?)ltm~D<`g!9FWAuY|En2v4aOY!RfDBaN>(loXn2NY4% zC=smL-}Z$iJ8dccynl#tl~jB9zcb@6Ho6SeS_UH<7$baP}yh~e42)gKkdHEGDB@wp3W$jI6dC( zE@@^ykPS`>I?v5Fe}zS#-h0(IBH@l(f_(@37pRt3?pJwz6hi&>ylw--X1j${2-x@WshV4!9F`}&znVsEh;EA%B#M=e=ON) zOY!G=xbI{(uRRhCo0uH97d&_D<*@2tLRzcIWzXy=0(P5&wLUWCh?{L|2$ha9@C%QS z2M&uNdQ#;ZQ97?M{ZN{bTtB_6MV!yKCybfcNM#UZezC%SyRFW6^*Z8oC3{TQ2y7_UF~Qj7+Lb4?^Wj;13szd06PLXUr<(RLBp z>?Bk^bMLDj+71Jym7Z4l#EAI*_BO_h6yV&IBjAVcqk@aBk9XB&Ld}9`efNtlWZ}nq zBi>vVKFoY>sk}sw`h^c|EGbWdw9xF^bFXeLGt^u+>_15LtR3I$7gR~LStqOhuAJq0 zUl#72D=yxA*%p5u-XmW4&H*3Y=dQh7;1J$FT6H!s)(Yop-II8#C5%y*q12q1J&s{7 zFOpYZZm4;)mmUx*8-*iMFBi4ler>2N9&ec{67B=JJNWNtlP zoF^PlHaai~vEoX>WU7x!{=hS7#Z$0hJ@&qY3#&zcZK%cT?4Wre;sWgrBg{4SXHa{H zb{y+900&B%L&wXP8)_jLGi&CG8nLUh)Vt3`t7H%4I`ggW%*N`x^({VX_E_@z z{bvWP9r5&Vp8ewfn1Z?IW6<&ChMKznbwz>A zZy>;DgiNo)=a+`sft^xRBaAJeQpq{+c0_rZq4te#tgTL$1>ey(I;NuI4>yk=lWFgu z!KuWR7xKz~ZK%EUdRl*6)f&P-wmp5^;fUG?`EC~)SOd>4O*hsKL!_4N7BuX84*dB) zCfw%ywV_5Pd?}wc%NO3)G3Hg#FE`XgT3$c-XetH$!>0Pi#LEpe>)lgcbvHM_&iP~d z5wj#{-95F5)4OYNIKNK8(Q`Ane=6ogs8%{Qx<0D*TQFv35sJsAIP;Vp`;_gUH`E+PTIo`G%b+LP7yc3shM!);nLiAE?)@VZ2q#9jS632FxTL||7$~yq-}gigw+H( z#wwY+Z!I^}IE%uMPHrU3L{>AJvTC}D7WagEiF`5z)2d3=xJ`e(p*BDe#LjY6V)}>V zZ`n=8Fm+_0co#=9zI>TVTb0)sGeomeVmjz?AZrhNLKi31ltwfA|7;0jUG!jczSIJ(8cg>8%#Cp>n) zda_Cn8~3YZvpoIl4K=|F&2gecYw_F=2Z?396J+a9@3i%pfo~5_@#ju{|Gs_IlAX2` zf2zkH4Ygz)9gfQ)Mj%0{e6-}KI@(l6CrdK!1CP?f&ebXY-y3S5ECx5Z7ZqS@&ZLfQ zRBy4`?A<+zgTDB@-rnZQPqJ7-DVmIzMG^O2pZu)Mv<suk%DWJXu0>%Gnz10-H!~9UFo84CW`?HGkev(>T!Y zNusX@=e!kz7vCR5g3*U{Zhkope7DbrZG9E}e{QI)rl(d-c$7n(;>#D zADppRS$fvVyQ0|i`mN0RUKyP8$jwfWmkVD>d38UENfmEV(KvAC3N3DldvNqnuNwX$ zQMtueMKspeYLvOM z@qV!5hn(Uh$LO| z9u5_7QqfI4XQh~EotlL_Y#h-hy-i@(`l%aQqzfJGir&<27SPAOei z);%-a01ENuH zPTu+^93r3A-rAq`nc))^Cz9azb|4b{SLC%yf<1+_{WnHbp;Kj6FH@|fcN zilFwd7St$N-fo!nxdLh@-k7pa-bJZm@0ggjr@}a+tXRjR<$~J7#=ZiNhIk+g+28=9 zD}vg;T2Sj=FLkwcYd-iz?J@0UtwY}ItBd?3OCieLfuH>RazRbX^xoy@=3Mx;uHTqET)(;^;-7OHF?4ZoMcTKggABmJ)h zwMmmTTRnRO;SO`Ycq;EY)Fs;}yk@iwC=B1n+#(2SSBF%DBME|9o>I?7`W?#!wIGJZ z37hM!U@N))ys+Ggp!Tm8)GXv4hgEYwhWWAaH+iYQ7S!^XCW(*Ll|f^L+EbA=HHdx( z(@P6hF}Rk)@a=ZW@+NHm+^5gK|6l*rf?8`a`!i>@ETH~;pDzB^uLZR-t~jx8W{g0= zZwo_Y|G72%s|7W_$`@*0G+{6rXClTMvm&VdsyZuz+OIP7SKPlOr!B=F z%UBWAe&pisFj^7R{ti|6u?{PO+K*iPH;z^WwZB(YR|K`cS3Ul?HY@WvbEtbTzt&HWB@v$xv2D$Nl?{$!i@GIwmjt+iz=|V}k#~ ztdXe8E5w8nA3jX@rAhcjuDxB^%=si?p!bi#Y6VLZ`;+!|gqzIG_Yrh9!az&z`+!vM z_v@tE-)}ZI|9+j!+4=VyNcL-M$Apq97&{xsc*bnASZ%ePuu>LltacEBi^{71`C+gU zAl#yemA)5W5nFyAsI0OQCfs2qM);+&Dlo=MoG>^SqY<-Bg-G=PDd7en+z>2hwCR7d z)vP?`|1txAgw!1OZ?qiu+6>R@r{{TYZTQoWTIt<1VlLbLpghZbO+3yNB@Eu^eDqcy z3>4E}OzDTMKx)4imkocf@lyOzabhWcdcjSb!Lg^WFLZVbQfrEoWqwBk5w|R9$doDn zX-JJiqC|W>`BC7@>Ulb29F9m_f4zvDy{kp>8?3qE`CgyFL9 zliVk2r(` z1}o}cfbftR{iY)czkK{3|Nfu7p6k}ANm3aGb1Bc%y}iL!G+|Fq*>Xrt>RjXc>Zp^@sr>b;iRP~%H8pkC*olb(kQLJ+ zGL<^{%l!6Hnz#p?dJYqPCGh53%r77RBQyWI5jE8Zg;OQFA*}YKBsH(kvi;izD9H`l`=x!);kKJ-cXF@$(AOBCO$pzBHopoz zx9Z_N#xj9+?7aB7@6t1w4f2-^^oP#DzEt04>d=2Zq;@=Z+WD$!JE5IeLC@`hxPN&) zeq{3dXx{#Hh_Q+s`0UzuW#K~%()Q+HT3pBkw$7P;)cJCzp4WDUpdeVyh#o*|0Xx|h|~sbCvwH+*aVuOT(Ecn)5pT0h`v z-FG3_B?R4xHZJj*a0ilod65jJPRMls?L*|;6z=4b<|7{C!{IrT1W4^>7yZj! ztI>^7xp#vJ72tA`ZvW`rUQ{)ma62ur5wu1YPH+|x!~etHoyTLf?T-VODDxZ=GL(!B zhC)5-vxF#Qo+Fepl$nGiGszGoAw*?}6p>PyB2?yRFl8(yLuAbF`QCH;o_@#o^>url zbMC$8e)(sur@f!O*YjD!-p|w8>&+B5(L>H zpr}2=YyI=~f>5sRX{B|)A5!x_&y%!^{s{=GK;pWGKYxGq&xX_@T*5-1o{t8x+YJ`h z4v8qV z)iPBvp_+m(nTImx{nP4wiCXFS} zp{q+?4_FUKO7)zngkvGX&gPjBOYZ;U*!N%gpwx#M;}+KNM&qg1w~}V099K2(=4Js2 z60}8U{VUN@keWjOdnT5t5Lgp*%O&>}-QUmu9Z>t8{(9D{9xJt{| z=3~7dJt4N);DBI_3!*dBhkc=)lwhuU|;ZL6m23OyKJ+4N$Ko8TNv`i2HqpT9v;lFoeERYb&%tOF?StGSMMa z1@7SWd5m4nKL**7#ReXB2?XaRd*KwF#gG~eI9tEC?Fy9|h2@#YeE-iwYAZaA_BJ*F z=scRO*miW!l8{=^QB{hE4oaZNn%$}P&T{m0~} zq{dAYvJSznTvnU(Gf#gvq_&o5{qDLb0v9B@XF4=^e>bFN*IRP!!H_OI-t~C2lRjt> zq$VbRTK)bbMTmH~VD)^%e;%a9@#xrNrVU zw&(aIrn#-D;)s-#Gk_zO0b*))#d$eXqhJ$NmVzc~Xp46L{6JiANl5L@g#5Lw7i55? z^p&$5o%WKDnuy_wElT{m;Ote(SRTUOMg8a3lKzrghSdK5hPG4g2zGq?rqc-i}q)E6%bseC;`cjbXi74n3W+9`?+%_4)>s5+|lz~W-mHnMSHJ)Ocbs;Chyqc zJ4cAVUy~tjln#nQ2b65&a?y0R3f+BgIpXs5s=W+ngwPw*QO~h<0gEe-=!)OjE=Lh+ zrt14S9QW6C^td_i#ev5=&TVV3#PkmfL|A&|u+HPp-LAp@m{~pYy{DH7u5!7gCw0&r z^AxnnpL~X}GQ&~Qma+{ve)SXj3cpD(N?<$tp79IJ-j(jZO%?``Wk!ZqDOw?YKIrA< z2giVguCmZnwF%e{sl0i5Ll!c($25ny^gxxX_S1*#25@48deZ^kn~-}rGtQQ880oF_ zc&zI@3uHD5+E=2@;EWl8xj_F5^b{0tdv3opqqgr_T1ME*0H~gIo}ZlzMtbefloif+ zg3ZK*;Ks+t(MjXlt4E1!)Z~?}8x)UXQU7zllShZc!OFIo$|&wCA|u5^-_D7^XyL|H zoI4i?bwM8;BB!#UZ12oA+xapS%F1(jNUjLt>3rNCR`#JzDw*ocx@{o+{B7u`N>Zdz zWPjKGVFpYRL{FOF+lVReTZ`Ul4BN7WTYIhxqCF&Z92^6)I86IoX@ZZGTxGDyxPeX# z9-&ziq%o#}t?S<1CX^h()>qTo*EsIR%rpiPWK{uJq$hBnIh85~@itm|@W7iit$Hat zh>Tin-jx#+V)&Cyw%N+k1;|yiGV9&)6}}uI__9t%f{1Myd*+8$A``HY!|1?qI4m|; zVI1BJr)zbkS7#F7prPgU)Uef?l>x=-q^V14`BDcf)9Ca-`XwaRv4m z4JVP_ZwW^}_e~^!oq|q@v!XNFOEYRi$=;0bO#|WD5%Vv6HK8bBp2cJ5)M=PJi3(Gz z9gs&29usJEUDhNgX%ZRt{_h>n+Tw<3nV~)lo0| zk!>#YrC%(6+*5&W^LQq4dp!c-oI#Fgx*?RgV+*3~*arRi`y0GZ5c|{XS}7OP9Ju|o zK=7DXKH8clM%jEr4lGXK332y(BR!Mt{faXFi%i@{`e>j& z9;n;bX{_mhFSW6}X+5Tf-&P!x3b2g9{iX36s&fpmj1+TP*R&7jIC)H4WtSp0Ydz1A zmAMa(4QWl)z2(BUcmrC(zD>f>eG3D6jgfGaiEl?SX$PEt8gNFS#1({tV*_T$TOh3V z%0q}JK-M*Tr?l1~2-eqVxO~zK4)OT5UJuWMj!Ucz52Gef7{j_JLH*>|f7H%8IoK8s zLN>K&EGe#}+&F2y{p8<%XZ_BneNTTJTsajZS8S#TgXAzrDVyLZv{2O5zD3Osv>PAQ zZc=nbf-l1pnjfA8{`(u#66;csll`88;;!=$!A5_z*Df8&CKYELnwEqRRwYw|OB87L zg3CSC2ZivpQhr14iaI2`d20w=VmUmd_SWP%H;Oc5t=ha!NyDD*mBYw^0(HNyb**vC zhy1nnDqRZ2D1RGUL#m+yRLxnb>aEy{9IW17@28r^T2!SX^u`i$2M<_93^b+UKAV`W zQFqPolaf6jH*PtB%Q9q)+S2r}NV~DY&hV?)r{GbnInPo2&Us#aJ6{C;bUbUc3u$Aa z;(|L4atCn1X)7ips;!tO#GfJg;~dC5=Wd?Ux&Tt?Q*Q4My@jBIb`3ct&Y@9B^AL1Q(Mn=o)5Rwp^V8rc<#vhCj+MXH9v z>4iNR0s^N{T0RpMBWDy)4W8euAaMhINS`YAeHjZK$1e*{U%iE>wU{_x2XBY6&dS<^ zJZe;9b}M5ya~Yu1oQAwvt?1yF9A59d7oZgDO}U9`4vElc&`;jk35u&0%=Z^jBgTPm z!d`1jfNiT;%vYOAq@d>Hph%(yX2xp_7aF&t{;GO;-}RF?PryV(m{MG>&2pB(lI%KG z{<`h9o4W-z^3NP@*K)yI*BwAE##(ra+w?>ArC4mZc{gLnM^pTHZQi@o(pa2tSWhE% zzyx#XP~6I!(#Q6JrL6&>A~;-hd(`Hj1xPRC(QSHr30m{I3u=42Av!_8>Q${fB)=_- z*Vz9NNT~&djM{V|MB&M^`Wsw0qLuu~RamPghgPUVnN9 zNlzh{)S?-!t-EVz6Qc+H{d)?d{CA_{+QOmUo#XgXax}psZ;M>E`uR61UgF_4S1uB35^LBY)h#Bq;SCl zW;umex!Y)PwfMf_O98*k<1j0q!2i`JzNbI-kI)DEO5aeXL#6DPvkhksY7eW;cEKr7 z?gVlHs?kVk%_HA2x2upp;Fp<7dLJFwa6HzAHXGWG2>Ru@l%sJGfiL7{>d;X_D@}Ws zA5pSj{!+K69jr{m&c{ZMBR`}16bZri;C19}qp2zzJR%t1Y12}NqlEM62Ss>L&Q~Ab zkx#GTZnCex>)IZqq1WhE-Df@=YkD2F7vH^t%)sL`n>o{e6aItDm{Xd5;j(mB^{sj$Fx*-TT_aN z{3cI(#u>Y9IBWdqs1_#~Zmu~a9_GV}g?;E`qUshiYTRjsZS|^?a4$e>RCUZ8j1$UZ zR?e@&8`uk+poojN58sZDj(2KBlPU_rpNMp zyxVU^FU_d+*}OgSR^$#;b{7qqJS;#2Ufzi>Uo)Ybr}rIvzJhezpId7aSv9S`tnf>b zWhjfGjeYt~Av|4Wwy#2?9x2(9NVyg2!SgE;6DQ|Ik@fnI>s{;yVE3wpEViNrL{Vu{ zLnl5CqR)Z{6FYgK&8J+ZF;W+t&Rrx^yeEK8P&Le&OZGuFoZcj9GK|~nN$8Ntofuk z)yKt$+wY?%Zu=iXc`RQ;S2&STJF<(nm@)z6UVqTko+iPCtwwrz{I)<6;(7P3A0yt? z6uU1wCIQH;J7VNU?>~+~zj^?Sf zA?8gXBwzWo#ml80X>&$M={xGeTFV9P3ydPDoI8L-Zg($C$504botj1AJmX4{$46nW zpsMXXMII1{vbD6+(S_BCl1#gs1<=vE!I8zL??7VD^r2IbMfXHm5XzPv-z1i4IZ?u?E)1CM>P-o7IOA2q8GI|ul&8;Qt8Ddvq z@&H1K?agEuHa?~kc4+}Z4UBppky=A|OMr(%3j?l75xR#Nf`F;SVWc^*5ynX4pP5vy z0R{)Gb&rb&e|luRRhBsbh8xcoosnX|A4fE*HAa?Z)RYEa*LEvk2g>^iE7vvNL@Vz- zkIRZmf@BBtxq2cy^h}kf`Vwmz3@YvGtR5&vhF*1VnY6RPfNMP1H?{(q(l=&hO(;WN z4~O?hDjt*?y5}`hS`*w6b91T;{D4+b-+iXMs~h6g_^;6mGJrXk$BVd=`(eV&_AZAk z50cuYP|#u80QIR!&eQMOP?_6f&Z$l_@IEzXkujx;ILtQ7%=q`<1Sz-esE%E3Y=Yx0 z>4|LYF_V>+f4~NB2$*en-Rq3sa6E|b9?-;Z`ixV2>s+vv)4E#06av1o-{$k_Dp#z* zcbZ3gd@-YzsM`EY{0K8<8gKP-VabJ=$Rak{gekb1eZM=mFA8pw>EcPbF({lWKl52jro6;ZGAhH;MDgU2@KeMbjejZxq^l zcie{z8v`f%D-9^xfme;?YbBKTxSbw7I)O+#c$^aI6hToyIT+TmqvofNTUhZu*g8Wh zX0)#q;reoRoA7;b{GHRo+iSO@&Gst?uV)dz$Ps8~`P5kCDB^dL8);=@;dwruE1b6Y zd}(LWjTKHTS5cp-Q;9HO6!PoOm-_P`)tRzjt`N3rg6fzLQlTvSihK2I~=DZ zE1X4wYyMO>8FYrPxaG8;6E{%TmN@DA!SqxSjn+Y0JY5t_VNUZ) zeSGKBzNbIdN9Mk#HJ-e_@PI$KTk~KrQev*umTx}|TWK0>>w}$8OhGc!mxIy3T`WG5 znb=cnGFV}~Dv->{VfMb3@dwU?MtX4_Xe+xlcs86**j`Lvi(V|AJsK#IP9ZOedy!k`1rp5Zw*Ao?tZJW>po?5T$|EyJ^Y>x&fdN@ zUB*@%8=u;!uu9t=zr169XZPXX&!{m=FOU-mUEoPM6kaE*2mG1Ma%<@e;kJiDjp3Sk zG{QyAwaR!MCJr@2n=Jewd~5!}JQ;etJBH(?l=9MyT7d>v((3)L;CLinDmTd!y?(Yk zhwr8nH0;0s#ctyfG^S3)@F^t>HZz12hgmPps2wSG<$5L-0Wvjr*6Hvq&8QU_T3NFk z4+l+Fr*whJ#f+MwgpQ(YZ9VRvS}2KrK_XXrp!Z2KNiJqKs-W+*x5xdtA&GKsj@Y+g z9fiaT4Xjaje0}wVB`&*PD>pbJg1_F^IT#;ejiJ2j1dILeXVhf28xEe+ZvqGF9$i;A zl|_u&@Dr`rW1$?FrAIDqyOSRT$^@dQdonWAlIKxK0m{A+% z$&{WHWQXE?(ma}+V%z^ka9f8A;b62XVf%R z?FGJwR^Zk1^Ez7gqj;WtTDVO-1=A0W%ee0_#~D#M8>jbLU~m3cB8+PnGisA!QL`^} z&G1nA^h(1oKhLNgmZ&nWqbme0E}2eG*~N_7bbi$a-%FXGB(;{>uXc&CJ?)izm+t>f| z88riW(r`b@$Cy=kvsc9CLG0B`FU6S|h22?@b3(i(c8YvGvty+W=I(Mj^z6I@E_#y` z-QA{#@4k?Uv7T6mOXo?Ny`LH3jXEk3Sq&0gQ zI+^Qb`)HhgsgLh`+V}K_`dErlJ7nL!CUU|D=m`2T63YL4MlI#3$ZN^c0=$Nlqg0cr z7rWl-HKw0DgP+RHGA2yR;cQXCU0Mc8xJ6&CFjrd;cZQTXJt5P^wVIXwLwam@rt?L| zDJDIP>(GML*aH zobt4mJn&2Z_|B(&Pk-nie>FyJK5}}%g4YJO_G(^V^XlJ^QL`c4Ae5mx3d1gTdmj5N zGisITB+lZV2v=#A2Ty-ofnWH%Xo=33!=ypg{4Mt>aYlgSfs=71P!#Uhen&bA`i~2Z zTlXgeiK;!m_eKuv_3KG3h)ne>Dg#xC3%tP3+IPjRG!iOZg5>W7%pvk;EUld7DKL3) z*YwZ@HW+pwI8-%Ug8oQP>h*`a5Pij#?gX(eXi1&7{57`?+a>%)}jJk%aGd7LTVf9YqDh~cpx|! zjtj1rUUc&G!=@u4+@&04_2n(_ht42 zm;G?o!Hw4FZ9&NSeY;uV{`mWawbWw-4~cQQqnoNge}Gn@hX|>0HIu4+=xl&_LNipTxN5Mf!MqKgZEh;q zMTFE?{GKZ_6Ct%iW$s9${{d3t);0CdCqilsV;j$uFGFf1s=IeYea%ftl=HE6Q_=A+@G^zUL!Gd?0?8SD*|b1eIBM(6~|4o$Jf4w41QDDjq7f{%#UhI1kn!5YPpvxzx;Uq=Z5Ha9ld7l zUV3BNLojt))u#N`%SGQ0etYm`NbR=~`DeWTzIe{}^w)DPLu$Xq;@=^+45|G))WWZ2 zSccSojm3XrZW&Vh_o~%pNbTRNK7L!8Wk~I}5m|n{9D!dWunejF8jF7<_v4~Qf17Od z9a3AKY_z|zg5A42rsrjs1+~pKpZ4mG1_48S4Xd~_ z?caawNR7U-QW^67dC>fbchOV6qf$N;|z+P}^6N zc{b^qGaO}^wOeoWpC_o@?~d4MuXPn1-#ano>|gkMd;C65eNTUFr3&lo6E4#0041Gc z>4bqH@-;~QqOnN{n$Dbc$gLot8mXX`0`r}qeiZ_-Cd7=sgkFO5q;fn<| z0aE4?)PD|CzEob{B9o5dQtoy?Gr0hjdwhJV8LAcuYJwBnW$vd0L9IcOP`~1`pmx9K zMOWtvYba;Cb|QGS6VlV;FB@&J1fRxG0~>-V>Z-%!BAo|;{e-6LiK>&xKf-&ZcCsz7 zDeQ^PUu(D2LUlHo$ym}XXya~Ja9$<(i zic!B6)GqG4)?j3s481J$EG}7Ds5tS--2=tE5H5Z0!@g98MdRBbWkYtK_6u0|viwM5 z`7bMJ{o1;IUQipjs7xw2)5k8zh7^EJmUYJPh$A^{0zeuxZTo1N+xKBek-V@ zk8NLXC7A{vCMnoDD3=!0=E)y##ofNJ&At6jM|3EXuJ8XCSbP$$na>m-Rd+%urk_tIm?O{@SKhc-eHWDW zq#PDL)qp(vw?1-uTnb&|!Ion=<4AN*xaEOCMmV#&bzQjRAR%m_MOd*n53DG~THaEW zqK5`Lm()|F;ktX9#?hI7e?iTh)3=Cstu$!#AL{WEazdEqp)t>>IhfPl-A33^fqqs{ z%O2QiqrezVY|o!OyorJuLsFn=UU(?X(JXW-r1+x!Blp(bVel*9eiJFS!oI#IlI#5I$gdbkoa z%d68$3YP6RVmrvz!{!sO`p@=E5Y9HpD-0x+!X7JmlT}hL(CWc#tBJ|Iu&}i`>lXg~ zg4$dDZTo=wIk3wWjPTtJU35S8zqfu8l7F_K=A4+ea<6|h1X_xaD0?NMlT71J>0X8b z-xhaYS#5u$BkB7h?Lz<@Wz82!I+co2*;;bKlrO?Zp8~e#XL)F-pK_vWtq45*DD`Sf z6*=O+$hAd5ybO9d9P3=8+R>?@RU$o_bup@%L8~)c6c2o(8x3!zT)dg$-(v z2r4!iR~2}IWBHql0y!?|yd`@@+N?9|l$~AWHx!BDRD9D9Wrjf9L%HWWK3+rQhu3|4 ze3=j0llW{V-;$uX#`*5Y(z!68tsngrYS2N7L<&;rVo+>LO!^l78NI`jRD#otFgq*s zims}kVEX={+LbNY@M$b@ICbtG61Kj~-smX>CtvJ7UL3b!(e>kBEvO9)Q%dL;dqAa| ztE7eAA1|oIW}q)m+m6Gy#EqSbL_v)|MaL|ZPv)WX@4?b8nvS9F@;jNUw) zh#sGo$X8xi17#5}nmKl_UQ{16EirP@{9$>^5=3733}l4@a6TEvUUTQ4I;b*96TnB_+34M*Zpa@!x^^2Q#@} zTSLW%r`$J(pP}m>%u|nFSwc)}ixz|1@S^(r?O~(RKK8s0L6E(H?QQ6J#osNcDI8;> zeci4HUKewV=3Sl9xwMF@v8!$2-esfF0IkK}&(lVB^trv(h3uO2{i&%IXuRqwW5V@W z^l>xYRNKeTgx{9e(nO>>93_&N>E!*I5O~3ln&(gp03n%5nUG4ehu9}l$#=VQ7}rsU$NldffZGs`|K98b04tP~%Q}nK6J36MSe_-Qk zaWGubs1mwr@yZsAb;Iu>4{*Z5lw{K3|3L`;Z6ov^JZ9#!?-A6@THKJo>9uG)T4As( zsQnnTWkK!7X#Dy4WkK!Fjq$Re_UFcT`RIS`2>dwNi1xn)wdI*c%QKDs+U@$UUwW31 zt9KO-1b|lO*RTlU|1|0tn?6-08fuSr)9_}ju|r31?AlfO;4}=YvRX-x#UR%#_gIzD zFc>WAk}D$`YM+dweeJ|HL)xvqx45QBP{Uf6d2^zn_Oi>$_`P`op7 z&N8bP?QHDpZetJw`ToAn{gHEokxkFfW@x8_(@d?+d6bKew9_y<`pSWz5!H(~?m|dS z^q58RngwhiA~|21vt6#Ebl%70c{m=-NxXy1_TsvhllGJKmiYd&P;<8tIUJGe9X=oE zk9V5dQN4Fp!G;#c3!RMJ@l~Jgl^jnI9=te_E!DRHPXyoHaIAC^wxsfPK2iAsk>_OV zgm*1A)Ephc^@#IA;9FenNPWC4$OZ=Abyn(uM`@uQk8<@PUjV#>ZF(+9|}g?L!YJZ z9rJ{94t%O?MaR)x$>G-9G=3l+b%fRKT`Y2A*{gH2Jshrf*R-xYx7bjd&WW`RqsW0O zA@K{lD9h2M^Q^DN_ZNZZdymS6=Y6PNm*zy@<8AP@SfE5Xk7%ehy_9z<&VZHy{bSj3 zw-ME|-MjljF+5P>Ag8+{h<0qrDSu5g)R50haUBmSxvRTv#L{=g;CvTa=a60vtjm7e zdG_`Z%-4~^tYWEnlFxjtcH2F0*((3S%r=aR)b2f$7!t** zXKQ0p@)khj|tzxe0fMg7@CfA4cAR^Ya!HB-mQ*Nm`twC4An)K5acd1-9=e^`%XgHq=7# z$;q9nfsi-GA|~)K6q!`Tl2yJu4K@~`o-ZFbpv;vNNpW}lL8o9$WYx_$;;|O^KU(S+AP_hjni%ENJy$9QX`nHk% z{LvNYutS7%{LvinX6xcF@ykcAUv=D8X_W&F;X=`oOc6ADS=pvx;|vZ;qSuNY?dM?n{3=W~> zB@sRZn71-Am3%k^yhcN={6aeLQnFyDe{vPh_zN;Ql+vG=n|bB zy_xHf^2W=nNRrFJY}?SW&6rTZG~P(}}o`VTSI|?bJS}q*D0jQ7{SQ7DGJ0Q z?&MAC-aronBFI#q#R3Jx%45?HZlSf>mAl?<-ws~ZWNTcHP@@Gu2flk8WuWT9aYiA( z6>UuYQ1UME1#HY1 zBsi%GWmmGA*(=!b}0t6r%YVKYeyZ^VjL{6{qWVz-}bm* zpspWI)Yrn|r)w{dg~j5F7K!hu@0;STEv4^e9>n5QgPc!FS|*r3Mng({P#;^+sYk3i zErPdG#AuP8UI2?XzE%fbE;iK8=U;P7+V&B))1I%{@kSS(Twq&qmhB6id2za9L!UK> zo;OTXwX1^B$t#i7PpII;C=c1GTZ~xm{m_Av*bV&JpBof3(cor1_veQmEp4cU(G^ph zy-9#~F&XS$D^t+(Z3kH#D`TLAbM|%Mks#z5pY2mp5C>hyUUAzH4K=1B+}_QV3O@YY z(k%n`Q1*v=Z5vn>U_6sj^2_?Q$a1&U?Y)}yaBRbEYgeMVIaknn_`TN~u-J6Iw|YAz z?CsqwxtB*Cb{HRz{3^nXw$@&I=rH~a-ZMLyR#-Npg_IUPg#ljW@lu zJ*2M&+nyWr1)(%xlz5IzaDWBhs(4zQ65;{-B*eZ16YIn41?6is-=z&T+o~zK2W!*e zk*(s3uUm4^;}|ve&-+q9a=jfxqfRtRf2Do=zSXyXHQks^Ck1!k7)oov2Fm zR5^;FhQL5YbvRx>`L}Hl`|xD$*}zpg+i>|8k#AP3$nX^lMH;5_thhTTcf$7NVnZ!g zn>gJ-XA-h9;_mMGKLfzE+Dao1WIVP#DelA*`oaNRSB#+a) zzL;NN-+Gv0~>t58O~5U62B86E^iimr{@4>du!RIl&3^QaNd)OWdpE}_*9(uZ*Ic95ELzQf$|jy@sD-YmjAbDjYHZ97E${Z~f+wl0jm>ib zWZfe1A(?2Xc^Th)%%=AN$yB$fcptU}g?kqj>Us2$+T*Rqc?Sn@JNc`u4RbiB3|FA>ukbCAf&r|Ou&v8%dV-%180k2rh@NHTKFogdeFE)GBX*{ z+9B>>^a5Cx3Q^k-4K=EP4sDB81}quhZT5&U2+}`sTqM8P2&OwsM(;MP0Z%#6!OI*x zxW%1O-heIu#1yVMe%Qun&Suq8@=+#?wJbps68c zBpG@howt`3re{k71=SpnfWcx!?vkkDz9$=83U!Jhx&mEseR5Z5P#N~0GJh#e&V#z` zLw)D2H9_~KfrtwsA5eI8SuF>2L;5z^Nj6~yXvmCzNglEvIPRBPhsg0Dr=c=e6SD>w zZyMN8+uMdn#+A%3yfuSRs?+ZePO75oGOqNuLV9qDLXe1DGrQbHsdkO6&P3DhX&d`3 zBOCmBPRi^?yE8@$*6L?^H1Xp-d#&#jxZv^2G0CNkyYR4B+546nSG>#m!@at(#fBP? zt+RGG$c+8S>Zp&>e101_>zvOvZE-A+|e6~lpRDvE&bB9 zl+|3e7)Xxjn5=TbGo=3WCwFMzs7J2X_ft4xNw06>6(_gj(go4zC`Ko&ev~Zi6yMJq zY6TB>v*h}8!FYOnk^6~#M8;WnxUFvl-UL)fcRm3tQ#!GXjY+feA^H3|lyOWCzwM~c4 zbOsR(H9G08^E(r$8rinJ*Qe0Vk`aLZnG9K_9kO)}30 zdmZ07+jWF!sO{faE2eIbiBA3IHD-Ujp++0WBDkKS5RA`9jP7TeM|8JFPQKJ$hZ!d! zbfu{uG*KpNohAINp(cGQKK{OQI7H>y(0q8h*igGyV8>hhv>uOd#gA=k zN#x384Y>UmZsF(M>*`eP>~V#Lz1O-^j+jrczlgI*1B*5l_OTERwP8)Y@f4z=787xQ ztw69fmSQ@`bmsVTx6Mqkbi=fGWg+W3r%9~7KZ=iwS*XMtVUI1*n4Rjn;sQ5Fn7(u z1`OiK`sTKH=w@}Xnx8FJ8&`Zp*t8FCa(uGcW5f*mO zzVI92T(&EWQ<6MbjzYe{U)u~9E3F?b8vS`gjpxx@TaL;CP;Cy=+`_onP%~S3)vV7w z6SR3aGqrY%qFrassApei#GeM7<&)NUK$y^5UBWFgY{Ylhie&!pGe5rDY2VZDH@n1i zDMRfLzt%=|b{~jcZFVS6_>VW#MkAeEZq7MC1byM>;8J(AhgT*y&WHxK`6%Vs?VKU} z)=+Ddm^>Jl9)$&;-);!;Z@r%7NZ@kG!-Wr;^>B2Pl`H4yKi^Oj zh|D;2gpLv`DnGL^Z*qcxrc!OK3)8SpeZrfY+D*nq< zyT;F8#m`i91`x_|)M8Nxn3C_~UV2gISwD-%#tE2utE# zO^QuNX}RQy zDQpiI8ezY}O$Kb}82MA>Zp4-$BjcDgu&f68J!rL$L>(uA0(d_^= zDP;mBY{-1jC1cl3i0$W>8ozW9NRW4KcC#x&gYlkZ+NK~&x2y7!;#qW}+G?Bl%5Bh} zc}M0m3mJOYu*#LD#{#Awe{{dDY>U*i$uFGQ$PAtoG-`)BNYQF$I<@%TTliIJRnZE{ zMqHyNz_{Y03l5;1bC)k%Hq@R(H14&hSAce3yXLotO^`2lm%;l0N*HtN4Ajr6HkE?2KktWR&EdAA+;>z`* zO+n}Ne2F=_t@ldJJBtF+a^xOes3<#Ps>c};0cxuFK%o;-2!5Wfvp77Sg< z_GZ~od%J&%rG|4m^zbo9Z|+b*p|5Q(4)ISSftcK9a`)>9DHk4Z&ytsi>R?+xdQ%g0 zmLy-VqpTrv)xDcv+-Ux+)&vG^`?JwD!irjW`--7?n7dP3sbq7cUqo8fAY({tL-3aIRsSV7jCt*}|yO2ebl z91VW%I6arL5~|p4MeigcfeTy$=xr6E z)T|Q=s7WF0^0VzZp=JreSMEPNc+4Ihu2P)vc-@5zH?=7wmNYDSNblb~oQsP0uNKs< z_DO!Utv?M>LR+6wEnGmJ%1oEH`9y;Dnpa;;S1uORj8u>G_ObYa&^Or#kI7KfJ;R{l zxU&b93Va!)=pm#<0r?mI!;!)pr>{>qLcFPSRpgoa zCHwzx1vOJ?-h zrk9UWw2#!$`KH3lkcF5>>`myVScz4KSR>*qW^6y7o<=C})84Vm@G=;nQ^TKQmIbxn z3Tl<_&VT#DvjcdksQ7|F4BZ}aF4G*@2Hsqa!7V#g(8&RZBdkS|P{!PI{lW_sa` ze#CMG6wl{LeLC}+5Tu-nA z=_&LjVYr;oCeWEUef&01AM;wBA+{{29e1W){ZU#O))6k}DI4gbkGqUy>u6QrwX%mg zWiehPs5P~{E4df10cV5_lqegl771#SujbD;##O?+q!UMELnrdgdK8po(ggU^P^0NE zDZI;_%)E_g;QIZN2gOf1346b)x0owd0$;T-e|%;=nqbOk5oFm8N+%S^&+c5jsL{W8 z`1$G6-wQsb?9s?wa=c2`Dag%gF@akLXZ;?e9!Bog3NsUZ2EbPuKu4#b zj?V2EZOy-^1)m~?I!u%tkgZ8;@%BR&@H*9=_0>&J^u}$oO`R+=uC zZ=7uq>Xee?%ruJfX7;kq%JcvS{o`|NubE(jm}YxnJQo!0y%@LW@+jf;-jJ8i#$SRK zgXpSnlHF)DyW-OLH$@oSpz^jmd;5~*|LFkzTfE`>!}j0PUkf$T`lYU7hatpJ)N-^> znIm#Sor-3n2|R8mx9Wedg@S7)XZ-eRz$VI?Lxy*cA;rntYiOp;fmL^w@Y2@@y(&yi z_K@5LCk;mXMbfCzP*Dmy>(*AFeod5x>_(87X7sFj-a9Z>m?Iz3WP&%Tq)!Z}dB82? zW8r}CIH7PZ7q{jt3iOl)Zm#>dsBmIx%wkdaQeABxP?&+G<6*oyD(mAs8gQJr0xn{MnvWFm2 z{>CoW@^Ujs4$o}5%&&~1!q{hKTI68-sur(Sq#kNpW%+bWj|{Xgm$tVa=^_ke?|tP_ zp9b#5hfEJ}7h(9vKGk1%uSXT)hWs1ggW0*1+qOdJ$*r7IjM-C2 zxt*Zkk^F`5PQ5F0KAQ~AX1hw8-seDHswh619NGdUE$i2dzf?e*Z|m4;6?UUy4+kpq zdyfk{cvCn=|e<&+0WemW*M?r$uqsH_5#6y zY>L&s`V8zaV7q?LI}~{+-zjSM`idm_<$YeI4E~=N)Jh&cZtzI`#iU2J7ATl8P#M5UJ9pRqJ*&A(yd_vJ25S2{+!Kt&_F1 zf}NXAK1~1YgNlmXZ7P$U;IW&sv8m!!MAGBrTVUKw?05TDnSIG12rw5#i{u>vhVr}d zTJ;V{j`arBJG(J-p>L<$%h>is-v{4um22JjkOq=R$MTpBjQ{Pw5B|?R_4{?>d;05M zzgJLu=i`%8=J^B(uRW)e(3U`m=HkyHWm5xQ(Ybzg-NT69A+S4~N*xfxXvMoQZ?suw z&AAg&l}Itc+x|h*6@rfP&G~I2nlRJ)R6SwX=>OdH;@6t^CHF@QY7bmG&X5hr!uy1` zn?HJJAyHc2RKA-6prn(xR-Hj(QM?OI^cuS8?||&K7$z2XxkcN5Ti!|qx|ublx!|a2 z%ev?6FOO#acAx*G*S=iO`o<4*KO$4fRJq#PxM;js>a%vQ5~BTTy$$FTr83{&*o)FU zK5(Dy+X1y73jGh%9Ys}XC%6rCpP=<@{Gl%#69|TaaP8~+6~KFTq_#8k|KRoeHv#>v zX!o1VKmBr9Q2XhS{i$zQ7S#UK@c!4SYvn zP+xUGM?eVkQ5`I%p47&EbGephBd&w<5Vv4e9dWk$zxm(K`e{@mEnR0%@}@Wwbt5uuf6tq+Cu0Cews$hBsb%8W$5v73S%g_v|(!Czm1=kp?hQG z{1^vh%oSxn_TWd~Ppck!wXzom$Rz6w6MjEGO)kuaWI##>@<-%$3!iaC9`=JiMA>E# z_w4Wj{+*5cvkS6wL@Ih|LwZBTneJDnD81*SdPwpFI{C8dn6q8qhN+2qMX{AZu1t7( zEaa-2uG}Wc?pEN~u0r_m1}vrUq#bqt`b&G;j{V4I z-TusVzV|+69D59^@F{ao(MlmMyGNxFZpUDE93xeXIv=Val$jV@*a^0~`9JRp5=Wcy z(=Nw8WDQra1uxn5ix2HX&}`AYi#u|!g6&DZWFOv*{IosKL}&#kts!j6B8W@D9d*8w zJ~FS12m6knNkoJRKwR7wb|6a16y>Rd>qR zeIaV9k5UemLU7};&2j2I9vk}i3c@11ExJ{NLGJ|XTg4?zHWc!#b~5Dq0W33 zWI9wulP&mxVN{x4nJI&d-mr}8RRgVvTpu!XC5XQ2CsZV-osg~QuBcRu6qZQ8(3 z>;3Y0O1aSw?mr)8iFOD_*E|_G3wQ`&m(?>A*DODHD#vo3gEx7?*_imyP5t|k zDJx}Cv;!Q^=!a4EY}{Y}rzie7q2((>fjXxpz~j)#_|=c$$X0+i3zqYM_qv*t#VqMB zKroybR zedUfwQ>n&SOx*7MDhi>@e9f062E2dVz6r3H^@Hng`>V=Lk#F;BokEiv2Z<&RyP ze%59qKTYTep+tMi5DefM(<$%H+El+^r}g)QH{+*yU9zbEWS$BSjy>IGExI{Bt#)fx z#-#`^SR@NdlQ+kKXBjYkIya}GkoCG4CGCEl=S z>t5-M(j;WjCwhhHIy;Qy#fjt{Uc?E!(tq_)w*=IOtN0Hb=s?)uA#2fF4?yEW?aF1cW||ju$UIqG{0NmGjC_8Y6=c7WM|5V7 zK*1bqAM9l$-F4-wp>03n+df7S*5-+{S+-H}cb}y#n4}lWqgE+pHhWbp1B7+g_2AD4noA&>0U3~hIwzhujf|Q z_-TrVEt47!Ky(^muZ02$a<$3uA91P&jj_m!M+p0n0ak=htKSB1vZgYa67hjwmryA8 z5IbC=HtdfXp2MYdk9WD-*1@MnzuQuVtw{W=shd&k2_QFUuwYHx$WM#?M6gGmc?f6; z@&#krk~Y=jKaHQprdFLIbhgSuJN~%XhxrM@ zk$Hy^xK+bPHrg0kpRcHrUGVE_<5oC&;Pb-diBX)(F4j98^m$+yI5uBURe>(Oy+yb@ zDgE|hqiBaJU(!p zY7-4SIDlKEPHcOF9|7mg==ueU^AQJ=uA$k^6kr_RAH;g|1-hHlRb?+dha85)hIPYR zae6n>qY~OeVX*FS@Jdv|e?32~SI;Cg?S>j;Qgk#<4rwE8yhMR57nDHybpP`gY04`_n@F)GQek%eA52+p* zKj9A{`xw(lK2@Tl(HzwUGSAVuGjdEcWNEm<=`F8nOzh$G4hQPX#I{{s`u@*GTL?igHr-TQ!Yn>3<2 z#_s>>#1UX3IwJSjeJ^U((JB6PfCtXz8_=gENTTY9@b;8Jyyw0#QC!^&WwGYzLb8Z*Ww4)B@5ljAJISJM(V+`nGMlUY9cLJc^_ z+CFOp>ut(Ud)EE^0&nn3_=w9bvVI-$zn-5)O6(@Lt?B@DXKuNA&vqj}O-j8#E?aFc zTwsW5HMf`B;NPn12+L1g5@4Wc+IGZ46McGL`bGw+!<%Rwi3-aA)Gnr6QmpkFxing) z`;z41UhOSX7q&hDm1EZiSK~M5r?FELOI~K{f<~~GWGV^Sa6SK{@zZwHm?b3QS;9g6z%Tw-IW8gFN}Pe49uK$} zp^bwls;pld@ntup_p_uwLhrTjjK9Xe4{VCHd=`IDdaf42^7hxC<( z5^~t;t@o5XbK`u*pZv7{+h70cqd)m+|5^|KyZLGV+S>h@`tS8X9FN9w-uMinJr=>) zcwuS7`;On6-hcY}zg}uY`GcSK=Q^W5*BSk%H|ziS@+a|JQMaS_g(!+=nS0Xw5G}^c zs3PkIWbTuO^iAgIb7ys-mw-EnP|=y5$PY*I{$%2h-vmLsL$~yndr2trQzrY={(~^~ z_4#tlMLhH>TXA^D+HU$wYVq=0kJh7189MC{fpV}oT`?Tw@E%>RrI88I<^`3kVs@1e zOStKvlwReP3{dRDe_lqEj}q7x7qVYquzTW5ZA1tUQf9knz1{aHCPSsi$=fDRWQ&m$h=RA!C6&>&TO6!Q- z>WNVIHbIzj$=OC@DsF6>wX#|6>p6%F-v5m6?KIqI60#>cgJCumx50-<)KlKn*yt7v_>^NlefBA6 z5B+6xQwCn>$g~-xZvT!;BHrGuvXl!xu6-|qR_oD3Nu{03o(fp8$Rt|G8bR2~q)pI5+_nU#?+j{v%q8H#9I2QeBI}Z4QcMPAY9E2L>3bR)es^B+s-Rt#OHn1t^ zJ!BE}djwfTS>rG17DkWw}G#AfLEUtR<47N!nTx>jO2Yj&&t48a)avq}vr23U!5n8g?z6A5{K)y12w~A`_Yx{I^`G1 z7coA)aE)e8LGjq-nG=kCvDnM!F3ywZ)Ugw~$!}h>T4MK|mKFwxFKieOQ9MHmLdQwb+Cf z!Pn@E*jUCax}%b{+FMMF6>x=}JEUp~v{yzyP-+uk&xSfAy`~-i+COL+SFpcmux|en zUjJ>4;%Y6*xDE?qomUi)4wX}x%zcf?$U?@f zjQd^~Fo}2c6o_S_6UU=o5Wf)s#&evXxo(o7qx3rqBb>`X*fmzfE&UlvI&Q=A{CoqP zaC=)zqB4o*xS8)iza|2Km-l?!Vnv2{&$A`fDip&tk(Xizwp5`TtfvFDO{AdWp{?P* zqC?29F4yk`_X2iGyW^al^HK52TfC=;D(+xk!rM+VC2C`I6(M-nq#ZEw<9K{|jcOQt zE*);Vnu2M>8OyT}8(|$3$D|5#g0Y#{qh>VUlrh=xvkU#7FJjcP2fId^4q@GIZgSK- zU4pncMyuB*;cJwUOQOW=Z{d9M=&o^78;GWRaS%CQ3YM6i56>sa;8UhQUM=gr<62_c2Qw0IL#02+SZ``D!?uB4F&eO-{0yr&F1tp z@tDl)cdcQNYQg(Zo+lD1*j&87lQaM3&gw3*V@g;!(|y2bLq&`lGg(- zBNAMCQb)E0-$Nvpg#qrNLST~eBA>ID63I7mv+W;v0K=c6Z-3S6MigSBoyL~WAXB}n z?&I?%q+I@Bw|SH(FsX6z?ysjr0f|IZS{b#V7^)QCO3{SQ4$=yoPn83=S%R^&d?7SH z$sHI=HisRiv2@$Fd_?@Xab{Wccp4^haEOn^NEdq$!H!RT$`)hZBUQdrO&O!kA!eEy zj>Lje!@lFIUBX!9C#v)EBC&(X9x`5-CU#?R^{vz4a~Qj7Plm(e16bRZomrlG-(g>y zPCaK#6fB?ijpvydguLQv$<$#-U^P%7V%+`-sLOBm<`<}fx{6m-x5f-iF*dzvJZb{; ze5Z~U`ZvS!gJ-#X{yz`iOAg_420@JnV<&WSFeeE=I%UAw#8N z>H=h6qi&j5odRO@p=6Od<%s+!TWDs4BxqnUH`?^Jqt;JmmABa1VMmT#9+Cerx=sHa z&q(AA_;wx&D4HPy_T$u=3I`=2CH#1-i7-9-IJS$yE}|85r#i;X*G*K>}ryzE%1%HjO>~K(L)>-v~5b847@(i;87q}fwL zPzfVW=itb4_rnxl3GJXTSHz;Iw0$E&!m#g$RbFe6OIbQ$*O?6{kYD1`R~7|kWY)|3`OuhlSgQ9R7;mQM<-Z5X1VPj(*> z9xWEVJDLM@0TU$+7aC9n7)0aUI0K_qu}!-rb|d9dxS{>{Eo^;T7TA7#8eMaf%$-Ud z1#K}?_WD*vXn#s)q+53eyxuf@vgu?)NRM_mTgYp;!1wenP4^JmZtL_Ua#4H0TK=~YLv&9Gr#vt0h z{Eg)*WSI3jSG;`&lK#lcuapi*sj~TLJGvU6Vz$WG}v|JnCBNgH>am1 zOWHTrZz}}8rqnsv%u=*92b-aPau*)X3xAO)OF*ek2~&Xo%2R$nS`|3tHup|${ z2#vuis0^&FXmljRl6M80XD-CTGvP>qk7;;VmvY@6g#r_hHYvl&^3h?PVODA4_!y#46>%%Vhr^Os`v{FE%Y9=^=@+k=RK%|KU~fH*6R%b49AoUt#pXNO<=@hpV16}}6dn)kFv;%uSfQONm}+WW($Uk7*xhM@ zvu{!XQ#&8iVCn0K1uau@elWnWH&#nm$#vPVyhS;edpoD#!{}6jiv|aVz7;(PF{*;0 zU3xQjI!LhVK6EaL9ZAq>-HLmIhlk1JC4CuEFovy&gU5!14%18N6CY9YgD-OJPkTz9 z!&vhZJH@$eV69?O=5df6i=nKs6608-Vy}#gt-Pec?3WwwLg?o7v?F+jEowv4p|`;D z7Wckf#K#rOK+Bp0oQ5rj4$Xw22MqgbBe$nQM8OfB)VEdW%u+uwmuW7jifRfjSotNiIsMRruH5t-ez>jenEX1vVJIgVDl`bHJf2Z6@Uh+{F37N+t}p0{p2 z1Dp)!D-4v_k!u-6vjf1|`s8;e`( z4@5h6y|lx2-wj`pB|#XquuatyeHM)14gtGo(j>S=Ho4rMqsLyy7BR2h%7^6<>tv3I zdAL1!0(<@{6ts8A#sqp!0XHMj{b4;VXlaUXt$RU$O>>{&JDKAIJ^nkCxF=g6?^N-q z!(kfe%8q?D?#qhR)M=@TtNK88^o+$gKQ*>Ic)0xT8U_0=*KCitVeHrTFX8py?8Vs` zChl;cTu6SpQ#uB zH<^UEi_!IWjOpV~grIVvPolDt3JucoA0K6rn_}}1O*rR7tub90p6iYwiWp(o9CAMekNEHF=kbKLz&h%f?*>T#XY z7j^Ky)vphpAEkLx+sHh}%b|Lb;L zi@(^DstbbEr@i0+b?yU^oBrr)Q5usiiw6kxD-wm*S)+p{0j}y?x4@6LKO=j4Hrgd& zVcq)BAL?n;`Dvw+QN+t^A9I@nfGc3~d{|3>aIWW^pVQp|m&5rFGwLc(CjZM93~6~F zuymwhukTw_0tc=&$BD!CV4nIb@9B};f=lEcn`8)hFz~eZbtZCnA1H1tDg-KNtR}w2 zoan{dXu1b8-5C3Y2ur4?l;W%+^Qnr%c^I#Qaj$%UId+`;GueSpmKdAr{eo8<3fOaM zOfaV11QX@^T>8Y0AKU7u+w5X^1#`ix)6BOP!XC!GSd9&%zzz{7rZ7G42gSxZa?|8B zI-SIBb4tY^fZ;cl3D@i4H2#!hxX?Km$x=F?5&Z((_6#ODt<4+cQJu?g+B*QuV*CYf z$<+Y)RFuE&DFyQ!y&LXz%V?R*i@;oTCw6h_Btz^PEsd&}-egvR2Fsu7?DZDeoSw$^ z<&suZj~$2}dFQI8bcH zPdpzM!pT>s8pzwep{RMasqv~ESlH3KYBJZn!3cM$-nX0Y#`lEdgFL|`P!DghI1+7pkXRAAHs2LsBjUzYQiW*L zqfO@wk3%{S(WRF6)QFyF3$u=cJ2>wsT?+8MhE~ih_$^x(zAAsXCc zEEK;W8BbsVOGH%L8A`G-;~rw)iYQYo(Pwv<@mEvqq(k{J!9-cibkakpf=&nfdemm3 zuYw!n>h7z5b5kF4e$&}3F>nyee@{GsM~aUn4SxON+1Ld-UGb|S5rcp?cUNqu;#G+L z?w`3bnGepw0^{#2PQk^~0h1mPb#QKRv13o|0k}FN1#?rau!FvttTILl4jnhqAxO#v z9%jN6)%#Ouggd+X`93CWunzlJF763_QqJt3)u^yU{w>vgQ@^YuFM5job&OiKe?9o| zr&s2h)W}C&aQs>$*E?Z^icT4>WZu&UnYf#Gbve!>>Kl5wN-jRocKLJgp{{r&v&B#) zgTVlHS*Olv+h0YW0^gqz{lEgM9C-ch)zdgJP7c9=Pxg?SeW`|K&rMV_x@T4Qt{2$u z=SZx6UVw<%9;Z$v3BmFcx40-h3M77^l7lMW27Eh^SBJDKx|SlXalL~XxM`%r%I=XN z!LlsH{mu`u`wc9Cv=mdAq}-dgtwG6H(_CTdg)kk=x`&HDDpMEpjNTT#&qx9*?6Qq> zIdlOF?wSp`bDSM3@g7U|vDU_ph3w@?*~Wu)l0Im2R$qa=86`w^Y%k$*_cqdN2Va3h zJBy|6hyz?uwV~x)qd0e8aTJL7EDOD+qk2hdWpL=KZ@ZP&ZV(9lRCD)!BhYvm+K7J^ zh2v5V@r?#|p@cA4OjBSIg_4c%y>F+(YIEvK0(G51F0FKnz(Hb6dB?le4u7}5UeEE? zscGx>S9(0iC2(=DQiBW6Bz0V>E~4)VN2ye3_2A>aWoenAv*>F5TD#@)gkBTg8L#4K zl%qFM7WzsH40A~3$g>?0gHW|%^XN8kafp3x3 z2l^!!am$ZL&Qb)|VpQI$QS+}xF%z~^9a}}huopXyG{59i#-3<4uBhvu#pLgX<`;iG zirqK4!hh(S8kR;K_C1f81@khrEUT}*fCVy@H8WT4#_*19w>c}c3KHi1ufD(Rf*uvh zm%@6F;7U=XUADdvSPy&;5V4Je3&8&7?wMn7ZD5fme4zy1a(_UT_c_7y?Ad4P$1CAz z*u?EehWrriFz+S0KOI6|o;w{i^$8Kn29rFzPL4_S9=-6H(*|(3P#U$^MW}h4Av*4` zIX!LPNQzxFQUcra=A8@GYDjc`jC4Lt8+02n0=q9th|Bx_>)?AHP`sP`art}{+G)?+ z5O-4^0%)=pRw*q|zSGvyBl--GN)unikn{=Hnt1e-j<_}mPvjq6V6jKR)xAx;OQx_z z%IV&KU^E)kU@rYCECS8EWDjy^sn92Bmv#+l6EIFG9?o2}MmHr~S6^@20*8ohOCR3) z4aZwZKC<$x6qEUW)kuQ(J@z7drL**+7j}qB;Q1R}3G7_rm9U{>(wNTVR{yP|d$Ig7 zvOJSLDp(hXM9}W*Oqjf_OLZQ<8Wsl-U@$K1^6`9HhKL5 zKo#NOBr=u`b3?SGQfoADi3jwgB4h*@?TgPWS;nSdSiw!ZANK{SVl@aDr#7djy$^Sx zB6CC#IXg9_>m`W-gm3HI%0Caz-WAT{z4B}CBVN#Dc{oEA`Eab6=Pjf+-#nUs>kQ=Y z+!+$>V1{tG3qAo^!IiIBuUhRi=KR!MJCM7!h+q^V>j8}#E*k6aJb^ELF>VzCq-0cj2BFcr6 zwd7K$;Qc7g;YZ34Q<=BV&*=mrOfPgV?6ZNLiIs)nH*cV{*U7u=T~4f(V+whgTtW^7 z##goLD4FdU!k^L{k-Re!y3T#?`mar0adal)vHD$B7-_QK7_` z>6!uOm+vI7m(hb>hop*gXffEHTHq@)It+zbCJ)>?e+r~%kajhR!DEe6aAK+=6_--AX0E1**w<#wBt)VPGr^2eXjB( z_&C{^7qn=j&$#E;{MP7#v*kWvyA`gZyu0SR;v`tX%wXVFSK}m(OwVmDDMk?{c0Bny z^;#V%n;$up;5d&M`UhhBr$=$Zctdl;JCiZ#Z~Z1L=PEF6ol{KC`Rdq1OIzPvyi6E( zd{0hI9S;_ea)#H9j1s$eORh)yE@1i#oX?*H5@5~CwPiAy5}0$)z0P(nN-WFQO2a9- z4l07ZdkaNEVZ?mjwDHK=_g!*Vu<|$Ja7DeHK)2ivUQwKrI~u_O2IW|Q?7%JHtS+SH zYQY2IR)%hthGdw#Ew(To!33^W85JuBqCup(#;NGe06IgVZ{;&N05%kn;>S+NfMWbi zqOC*=m@O40P_)4hJ*JX>=&^2prAJuCiB(ZlV*K= z@~?4Mwp(TMz7>TWx2x*&rYASh)4cb@5Q$d!W6VlEjRlc z$i00N+A+Nq6Z7nG4=Xkl-R)s}K#$cBT>{iNZJCz2F80G;zw(dbh+Az9xB){6C&$v`kBC<3dGg+O zHzD-VMC#1NsPFEQ=qxfuLDUzf*INa8A?mHC^n56HxOJH6E4)@2d z+xYJNk$#fl4?WiHuk!oVI->|OJp8}L1kwH)qo#kw!QxMl+Mgh`Up1OPga2V3*bJoh z{3DH#(qVacxq8E8AGmB7b^ipZ{m+8`qaZan6}o+UjSM{a_&T@ayAC?2wU}g_uL`oE z)NvLqz8m!D588k7gzFhl%Mw6 z;jk>j+!{!2ce6_rkLCY5klHj~?Cp0MC*WSdd&WqG_)YZ?@%ny)K!F~1?5$jwo2Ezf zPr|0!7YU#>XqHz+ei0|4nEq{;-R1tYqLMDVk1Z`&c8gFdCUva2+y#P@CE(XgVdrjY}wz( zuz;d`=o68B{D>kcLJ=3j3a!N#8y$!lem6+XHj$2JS~3Bq?IQN8*q5L@qw>Q%_fw&G zim5V2{>286S^!Uv*F*nU=nAo-;dM(zTwlH=<+#v6&e5IpQo8sX^xv$1{?X!3%cYld zE8D|f*1V(v^{1QG=eHoWui-v?qk1AhM-f&PpL}QoNR6E1%ahAjg`oz-j83L0An9%N zg6Am+K|4=%Ohup<7dyaaoN8MHWBz1G`+c7v6cALXH&X-REjwrRr6!Q~gK)f=;VG1U zPa{ZjrU|#?d;a<@mO^McXuhv$cO{aNW6mSSw!v}YiHL?A;!Vr{NAv%0%TpS^K+w)> z0v;EgZW4@FZ(5(oJ-FjJb~3O}(KK9>Wo=fIpLUy$i5%G4Ssu=n7Dr@;kG-K%3EW8-)4ct9WQl;wZi(kaj<92D&=wXNj!? z=u2Ew(@U8b(A=WUcC>qKS1;RvlY?Fqu(iM7%9unS?%UZ&^K!jr;4TVjF8As{c*l*C z$-D%CF?Qa!B7Ea+A-}EfAN{y8nvJ^nxC$s2HD_u_W^AfQkL>s^{gg}KKErZZzs3Ni z87+C#zdHy1A-n=RRTR)si)B9FFl7)bKHozmVTnFE?>C@%rw8XsYi}1Sx}t+tg2MBu zhe1}7*NtzQ0_E;sR-i2Gft}HQZe8}1NanGxxvSSZIONotEfk+n;Cc z*|FkJyj>k$=g7wTWNIVBn`*wLhc)5LxjHqXWM$OKsQ-vhQ2}Zf_1-p)nWCGzVMkrx z>%d+01VZZw50qbct0=zmFbJfq4M_x)=yaR#9m=4W@POp_ROI3p#3X7ybzgA^bOziN zsORXwWdGRp)L=F+vCp}uGdqQ=M3+)Y)Vtu$;6)kJ&>7qBV1`;z-UM_qewekMp zXUYFFLcbTJCY$lRYB5p*?wxk-cMFh588!>`J;E|T`JGUvk`_b5EGbvYWThY{B|zaFIafOOY&^U>{)Xa6n0 zm4^+9Qx+`7-&{e=yEIOnVx8OYb?I+GY7JHCv5_TR=vub7YeMNgTo3=5(H+u0@Dce< zHGYUi0t#^fPwcOQnpim=C2{2jkebQ8vjRG&JYc(g$rmeWe^jr#28^s&M*I_FN^oY|Q?(}E89?o&Q1+TL zR}rsFZA=`66@+GB&i<518$fCwSmv|ieT-nx-9cvJg%z6lR&Cs+_Yp<JiX=T5oHl^eru+CWbqk$_PbCMr z?xC~)OYf)tejom`L2AW)!JhfeYJv6UXUOee{}QRbpE%4 z)P4)@`V*w~_qXN$gfssHsr|83`V*w~$I|1srTG)2_FIqqdHkmbetO_fklIgQ{5_#x ztvdR#*k~Q3_UB@wKT&FbPXqd&&dJsnlT;Vl4rHE|5)5t@p~0J`*lp`}CbEobkQ!h9#B%3LpI=Y3dxe7P_414@_V8K3nmm`lY-q z*pD>V?av$tMEBDl=Hvpa-hqLjMectXrRFrffBD3W5-b=TO%dudMbGDQJfGH|2M2C1 zJ*L>84Jb8jO0vErM`f^iMxsh1wK+=d}y3Ea=x;Njg_Ww4;J z$cFN~{#ydxM!=j9bwu$*IYc%Sng?J0{iu&$r~UsDjxi-jkX-v@PVYMFf>S&HC2MjC)2(IuRL29xD*XFc%;L4jp)ypBA=zQ?`6X`*FA#l1uiaF*4 zI?-iqbSL8&+-fswes8IU=-7I%_p-O4f@M0qHt9TE@{4P&CI;FNJjHC#AmxId@4Q&5 zlw<*yyn8zm&aX{o{^nd-plPv7xlHclrYJSp z^kngEcWogu?qrB}SqNIZBbdvey0(?f=gv#yPK7An_?U6XmIufh6soKChvB{vW8GQ3 zHsJGkg-1Kc1NH7IJs0?%5L$aY>?^frHcT%6(NJo?X%sZSNb;BfRLs=J~!;;OKw%M06CO91_<&ZCVjHPmqYiKYJc+HyyvU z{7w1s^@}f3Jd3u zx=$0~C+BwDT`i`>ww?ZvAzG8|ni`JggXLy%XTGC(p31T^w=Wy?_`N7Kz1!bx6ZE@b z=k3zotPfF}_NNUF{hj~#ElREA^i8RIxAS11yWftOgw0WE`IiK|YT_?L1kt373a2&t z-XiY1<)s0PQs!0qQ)!`~C!9UwTspwGhug{7*aaP>dcWv8X$tA93JF%M{u@wg9Q(*^ z$u1^=*4D_|nUeRB%E1IaA?sW)vUePd*foHLht8cPqFzKd$&-ZcRCnMQ2ab=$q$NQZ zugMont{mikY2I{TgabbGoGWgbrrj{UofRh@t9jK9^j~G-Zo6#UdVRFigC{_=0iIoa z8>PqU2b1s03Z_~5!K!5ssfR)8KV6T_P-;rAy*gUN@4(>)Wm2{5^S{(*{W`vGe~K;} z@z_vE(;MvH%$JCL4@AqoMVU60&hTxV^h`Fb4eGP9Dp#Vl0;-XNNm*n!(6S?wlog3D zBovEVpZb)H;#-`Iv@h)jnqy=fx_zrS`GQ&4D_IJ!J9n;D4s@W5%xl}n+3F!SBiMp? z*9=l>s-d)MrvocvfeQA?54h`PTwnN=ior|M-tOj=2WV%w7N+7S41`O;u}<|HU*6Y9 zf7R4^^%jh4tKv0gqWa#m8OP`~Wn|UP^`AKSPzm@+P|lWWj@x&qvF4BTCIBooI>q{u7YAOU4-aY-9iU z+0uT5{@o}wH5m*gOBjI|`P&FH%MZWwk9CCFy8T(|q<&q#X92e$MJ#R$r%F6p@I1^Z z>k$NDgeu&(Sbfllq0FV`TwfTCmSRs*xr5Rx4Mfjvy$uGhQk^~}7NLE~A6p4C4}koh z-J^RgNzg&1(+%6+Jb*UAi8_(lw@Bf@G;!bRGmyEzC>m&j59V#U%Tp{IV3_jol>Oyz zxcaBOyFvFOA20K3 zzl?e$H8Qr9VLkx1`Q5Y4e?|Svc)6~_y8T%{M|JNPTXlROA(Z#+d5RFEapvPEl{d~H zAu8}_gwPgMRJu-Hn6Lqmxh_k6FccZm$$Z}v8UQc8gwZ`7O+z{{_isAIaKK3!aeTB3 z4?XX$mdj1N2bcZG9~Gpwpz6}EUHg10K?&~`y?WyWV$2ZCj?AV4&dV?CG((4Qk_V_* zMqF~B^xf7it@`EY34M2UHGv=qw$7Gb=Gur#_@krL=-gipu_QRd<$47s+q->eaF-@) zfq^GHXEt&qdp^0Lef?D8M`+t>w%_SEbD-$p9#TrOL+&mj$)b<+p>1$SR|vfpx~A0= zHAZ#`oTKy3n7Lj>9Pu?FPUmdkNTesYJ_|vO8SsdL10UpS`&T{__v3=5v&Or(hJ$NH z)my^RduW^S!SQR3NpR>=#kaPh=g8`GPKtZSG*WRWdVKOm3$7(7{`BA)V#s2OPj-KI z+@>hCt}P@kop?h~!>smBcqZYWetrI}e*~$HMQTWCLM1`^Tc?MQ(ICEsIen-uO!!#r zxp}>7gMZIO9iOL9(*Y)RQo7^84T!*XbXCgr2Gkr^+IA!M`}+CVFZrz7zh!GpU%Zee zuL}7e0p~U$?PM7PK|1{CXsek*>wGg|^mtsB5J~ zeNqlcEd2~qS@#sWT(jT4`_nU=6IRB4VN#REOt*CUe{y2U##1|$?~O3 z$HTLk57G;sQ}CFIp%~+BSH-;cL)$K$O8R_uEkc{T3^JyZht2JTa+3B0gLaBNLmPg zEEer*L%G4m4 zTZ{T><39;Pic9F5=6Q(?@xQI#4|G=^JYLexkj&Y9KJh;trPlYJYlvp*%5r?!fLK~#o|5M#+Y@Dmg)5d zJ^ni?Jre!bX;>Tf8uKUW(4_pLN4ywJ&G zM8E;D91m>B(sr)B5sdT9lxK#i?QcU))l#6pYEk5D8}!I1Ek6r6+cu|eP6CqXDOEVg^*0_x8-Q_Jf=4RR7UBL<$^ zBNi-?i+t)iN-4S^#D66ncii{r!8i^H*hM#Af9mi_MBQzSe?#~)D!$i4y!TWmj_HX4 zO$>P~#{DLLUps9lM&SQWePLuT=FCer&1L-_+HDotFMc4vdiXAW>0j*w%&1qy>lO!= zcBh}zdh9*W*pkN#9-_ybJ+4?yId*S)r$=Hn=e3e1tpl!S*sc5+~z{pT+zpD}&4V4oexe^QT7 za~s<9&TjjxTXtTgFYKEVaBNy5R_uG1KV(QVF|~_NF6SvkO}xJvhTdHd=wyY@NMT#abO(5 zAIICa4;9H$E$*fIj!B;u4^O-+B<|}SWhponjO}>Y;#}z@gYk`SKjK<%fHlS0y?pmZ z9DBDdQ1p$v52moR@JZbEGzN-qs-~_uVk(y;I2S%3tnSWkk&)fpSi1rGd~0ZK?F}j+ zW5fJ393P}j{`~biSlZp%e(ugoD7QTBMrvvX_79p(XSZ}hQDpMAJiFt-e(eaXo#9ip~w|0d>IfYL?099n(Bl!PVw^}IhiwCCan8FE)JU%K#hdcOs-xUgG|gWMZp z%X^8mCL)oX#9(^0&`oG2P|nkCO+i7{smEnZ4?t9=NKv-bcUIE^wOGw>-gX zK-3Y}>icXeAPRd_IQn%MJ@uM=a%1QS5ciX^GQA`~?bUk?FEwRB=WCv6MwtSX7vyRg zKZZd{y3x5$4Es<}iP1;R?j@}AE&1U~mV)AY+!^tFbiy(9s-OUo?~0gm+nbD#2}6uy zcN0rjoCJ16Q`Jvr#1|{EOxDPil*6jq8HtD#oUuzpciuFQVOYL5u63)~K`htr@$o?p zJS<=SviAE!-(W@$=f$`X0tZa%x8MEP4V4GEcU;gg2Rwqf-N^q1Jhj+aUfhR+LczH1 zpeKXiJ1gIU|6Ua;tBY;loy~!sU_s5+*As}BL)!2>H$K)SuVFA|YyjgP9$J*N3vgp; zCA`nZ?yq{RL)6youl2Ziz>mF2@ETa1u3g}M7l^_IY%Z*Pafk55iy}dNmTPb3S=nmN z`oim|Gd(J4F=&z9k-yU`6v`OBpH_=aL-I;foP;xn!SnM(IqL@^v@*8!VoZEKP;v@9 z9NXQ9jK1Dcb&je5Mrt^sbln&ORp-= zSz;8@U#L}FC$O^1w|h!Ht-;h> zBO5zeS+Voe+6Uf6e*@7|4>;76LcwS&r*IWPAA~*f_1sfu2kBd+pWfx~0_tw6hA)qB z(3+$xFwFZ2PR?C?C|jlt`A-WBI)sX0PRE|CPIeCMc=d31!vPXZLcwxa=B?@4=KFWH z)%Ou#2enLcSd zl<`I7zM$T9;L~F@9dt-W{+IkmuG8IukjncF64se0{mnHeK0HBSJ#FY1S4D;tT|w$m zM;SyM)o5VgY(vTAqM!G+G(gcYLBHL3lZaaBiLFJw2qY#Ep6e+kLqcYpINKY=;5qTF zKia4Y4Su|7^1xjRvN+wltc4CErV)lGH%S(-6d%6iNR^}Fk>p$Mz5aLy>mqS^UjJAd z>+@AUL8$J4<TKY~N$HPR**g%* zi3}~bV7*y<;4TWWDp~4TZ*~)tjrsmGo{on!>cE0vYoK1i= zxGav3`+TLql0UX_J!|~|?+Q^~!v3Pcy8X2t8NRJSP2#s;=5BH4+tf%zsd*>p;MG9L zE)SsMx#EWGKg&~woC$?Tm*;~ocx9j-(z366UPnTQeu^+gl8?+hwe*^8gaBWoJ|!!H z61^{}BUwFB4`JhzmLv<^XopDd80*k8IMp%V`}+7Y`hN7qA|byR%znb}y{)nZseB%| z*D6&9+pZ9jab-23V(Q}`?9a(VcPz_v3575ksxr~0+cSqXuAE%n%D^w~<^9khbZa^$ zY@X^~6QGN!bOht$v)f{&L!;jt_A6s6(Y?pcN=0I3&g7X1URv0t|HIy!$8*)~4gVr! z%20+7l39w9p?ue8$&?{enTJdXB}3*ZBq2m()_@EVO{S6|WloZeC9{%b%vgTzb6uV5 z`sI0k-Ph|pzvrC$KDR%7)_U!|zw0xswfEX@mOfrd%@e`CfK>YG0&kz z4`=NRw7H}!jBhs`Z5(DH!XXm!2E4k7(D9(ZsBx$tVp8~Qx*9#;scH-HM8G)c^9zLE zVbF#6!FNxe?wth+@rmQ_DD5EZ;_N5y%35&c53xKgL~oOa)a-e&u}RSs=|vIC)o zV>Ba(y)HOJ5QnhbJcRCtD0V(+p20h!sn@>3?UC&dG@ozt z-L3I9Mk_$;)v~Aelryxq&vrj)tOI*r%j7UIYGAmQl;-+zE1o{2Eit>+FS8QQ(|W*3 zgL}S3%3B=#4fbJHJ@>cv@k9Q(eTd~#wGW@k2BMHKt&ex|QCZ3*xwCOMAz_(CODQD= zy%vs4SBPCl*6PkJX(!v6Ej;XZ)R-B*2)(5vFB$JhkTjjK@SOZSt zb{-`7BFP0)SE?&9zR|)_pM3h<^8GP``J~cuK_xuX(47=$b2JLrx5Rd7x8ktORP zQS8F#qAPlg1b4q))EC;g2FH1^p@>i7KDZUGNLu#I!=cy>9B28XVeh4f4)d{JL92hn z7#*^Jr}PJLyec`aq+2GosrG}W+Pglh2`{0p0gs!CGQd?b70ZVYw_(@)m(q22`-9{# zFKzpATAZ@s)AzWg-{D>SGk=Rm%kT2f@p$H{c;)ud`=D~R<)g#LB1Ca@B|n=rcMZ0& z*gng39myf-ebJP;uv(DlQvdELns(p+fPS_ZbhHYs2kl!BN6^N_a56nu(&2pV>m-7< zeX{c)xjqW_)fxQEzpoRlI(;48Bjs0px!3`twciWxs=)j!t;mb>Pe2A*rnBdu5aRDL7Bk7L(pakMBRTfBa(VA~?#r^hDdfhKHmoC!{i%fRgJ~rbi72F4D|& z$$NMnj-2D@W!OT8Yk7l$bzOfAQ>(cxbGLcm9*k{VX^C1XLjE&f3tLTZ!=+TYO0u$R zDDvoiDr(ML0I5sy8sDCxAhJ%a(d^B z4Z$5ZY0B(<%gCGLEmNk_6tG6q_^5Dmfu}YNo4uC~81OZJ9VOvM&UeE3ac855m>o8) zPL}#S;fh{wcd_w!6}B_cOca#c zfLq3es#~dac;(1&#iwV%kS^Ox+JCVXOz&j0#}zVytIr2lTShKC`<3pl(uNCQi;u22 z@zddf2^tbQ;@{%oPxR?;?c<01bNjF?EMQQ7b_>Qo+vYTE%R}QA_PVE!T!Sg~Y1T<} z1?kv6Uuq}GfI}B|f8X6yhK~D<*$C6#fv?5BGx^%j(D~1eZ%9iIL;2{JgZLFE8W)~0 zS=#;@HlG+5^M3Uak&}ID-(TGanru%yLab<^T5UOX6FLGniG!{+v2dcS>q~N5yIX)) z?D#EO?oMRS>%~cDWd_!AyPlmGRz-Wh)>KUS4C2LIk&^YdS!AzLKQQR>x`U^@%b(u0 zw!=?$u@ag0oW(TRZG_K*T6pQg>dB~N7tANuy?j`ifO$(UMo~O>UE92U3&Yk~0_KSg zVEi({hU>$rPLyX)!kJS-*Yq+Nu>V%wD_=YE;q*B=vLlrXaAWM0q0M|W)USk*%zc^y zd57>NuTT@%!lDGhQyXw~jZlmBDG#VEzIA!&NgebaAR&*fr-7SF+0pseIk5JijH8rQ z5ID*QKDB4xj2HZ_>7N_^ZKcKk7fcPuW|gq7!MOtNoi7#ZNm!e$!s|r;CKAjJ@-IJU z3`8@|fe(*#T!sG0Q17eW1&H!18GEcvGBmvXto!ceeRPNYeR4UQ1ngcBbSi44M&Sv_d8gfu2jiH z=@h0uN*sTz(+ST?Ckk&O*2Iqv=Pj1dJ7GC?Kc=ZL3A~eRfpb5RGfp~IF%gX6l)Hfjz8NJvP7DJ54+lRHMSkoZM zer=t^@e-u(c)e8geIArs^xP?(=|)}5A-u-VWr6;c$f!TXRzz`he1;ruK)aap?K*}m zG~_mJWX3H8@!JKJU50tknFsTkVeuU}OUVNcE>p_huMbsxzq0__Y}j3u)@6?!U*_nr z&pF}_KWaH5NsTpFP8Ew$gdJ{Oa1$bE?!}2s-oX6f43>8t<#%9~z`GnPhfk1D;7@1z zE?tW0fvSwNPlgjG;k-mtvH(RmD7u=zzCKY6bJzFy_i-D7J6rbk*OYB*5Tl@Tx;HVH zn9}WLYwCkS_vg2p*Pfedf*O6~SzvXz5*s!qcr>S*o(JRkpo&|k zY4K=jOr)XnuVHEq-{a4@kh{Vq-Q3+Lw|gT7by2$keP__A)XtJEgiDQ|oK0IY zP$!X(?H<|`NHwH%*|D<$P43(q8*)_!Xtuv;pE*Z|q)yu!1dc^O9b@s9O9odF{gmu? zJ5_GDQlqIRUr&p^<*Za0U2DPi*;fNul89srtSEQfS}DM^b2rZV+dE)^%KDz!CMRtF zt;zfb*1{LGy>B53hY+ULtee04%Sv*7N-eF`e`57?HzG(~ldBn96dT!dMhj8Y|? zn@EuLqpIYy(-2p&KX55O2yr{SSg<_H1xWRF*73Zrg#Ot>4~0wuppNw3=9a7RX#Sx^ z#ATBR$e2W;W{)1DXtuqC+)oD}M?`Ln`UoxJz4uXl@{}JSo%Vy4{TI*#*KMh<0xVFb zBE_Y}PKrcMEeh<~)_^6?XCV5siaqB5w+%J(N|AgKOi~DA@j&X@#6Wtw=EsMlh>65Y)OI`=;p_1^W zt?Gv;N6TdAVLv!I`Ql*G&SFqA&%fP5t_64EpN)~0RsxNPoS|HUFu0rBWE~%E0-EvF zkZC=6kYCJXl_$yvg^tsy+bCvG&Wb^uIt4Rkc=0HHhAsevuW;x&lv87Cv9}sICw~o7 zV}Bq)c1+3wZpj!PIZbYj=3W)77H&8JRC4<43)%)qrhjMf^EK$L-IqeOkWZ=Tjn9{d zj~%R_uaI9H$N8d`;)IJ4E9`&{>pNr*%n+W^=Zj1mxPpBd*?an|aFie!D4(ts08vI> zt`BtYqAy(0YFx(qAw8MGd0WFKBYG$i<>?R_g7Xi6lVFuzZU zN^S3%b#8iwwT7P`cmz|}Z-XrjS>p}dB(kBZ<)sO6w$Z6*$B4l zU}`bXGFoE>AHahR2Ko6Px!_1Nn?d{5a$ua^uT+#L4s9nxG*g(epmFyz8AZW07_Yo0~dO$SNM*=ROkC=hPxe5 zq;dDgMICy$99bY)ng4;X(?MT=RKg7Kg{++tN^a=c{KCgvwNv278%!0r2D0r|deq-1 zD+wFuJD7^PsL+QtX~tM4I}mUSdK*{njAW*x6B|cKVJEXPkH_E?p-jB-c@Jw5rg)+y zoO@~zYdded|1NuNymq#x$1YzMQv`@=ynd;OD@+Y5g&X;C*t^l|?33C!*Xx$g3}NlP zdqF=)n_3rZREM##oZ!M444h1tK74^F6D5J;IZf~_t<}76b0vuB#`UJS8m)t=S@~TI zN(gxX5#-z!6T5bRv$SECkjxV(e*GnzD`h_%5I#G2ohK6}-xkE|5BQ8SWyB~wzizx!$_yw|M-Je~QPxfB@K405CM|MWHVzk814N z%kHe9_P)!N<{34rqfF9!*2jdsAZ#-?q4iJ?KBVSB?FA6bo>?%v{$<+$-F@ zZB=&E*9E^k6XaK=DvqDT5BQOrA?zuoccDI?3*XUj+)MOG4cn?dGODmxgD^@&2-)A& z#7AhX)Y_QW!_;(}O2j4I^T3+u)0K{cD(hfsNgIn86(@6`bH3t!lOhv*Nqj(Mol*=( zDYo$^=!wF4@z?#smoh-;?ims3f-yv_kag*K@exSb<^oEL^nB zGa9drKv5khWp_Hu!#R!J^Cn=5;?GDqa|%$xgixaFO}_zxgj7V{SJq?DlO3+!z5NuD zUl1&+NHd3_IPDY;l4$gHpO#U>C?AC0&kCaHT_R|1d4GhyOc#dl+c);!wwUg0`T1!&L43A@n=|sW1U8bt z*0MCtf+-$*9@?Lyga;K5KH8B=jay&5b+GqV!98c)cCOIa^D*ira? z`&QuG6I@GIdJi7ubA7BjAq=^;;Yo8@Y2c+)N&f1^D5@+!F6cNl30C=BtMyZcz$o9k z{Jj1xYz-;A6yv4+TReV1)PBf6#UsbgPd-~(6dW4W=2wy>(BgB78;6d_L6pdchpk5Y z(PTVd{?{!hpj-6H%Ewthq(ncx)Hx&yKIr@4J`x3V{qzOaxUbVFj(oD3kl#RP&pPTI zrmP74ycwS+=FJd;X!zoCg9!}VpDf;M5Qc{JD=xn;WP{HKBZY;8CkX<*J8(>?CTPn) zlpEZwkIEVZWWQTXBHG7yRZrCQ5gxG;Ro!U3j@_85vhya2@bE=Nt0RYXaD4|$x5`%Ryk>>u#ZwTi`z8qkPsI%=}%B_Q`WnSAMtA0KR zllm*(J%1$u>)S8k6ZiIF76DeG9T%qIr9?#~fA(fPRN~Ype{BjX1GDN*Ht=9O{jlM! z$sgdkO`v+QAP;`_#q@Sa>F2);Q)`&a;oDZ~3J0Kx{an!?qCX^k%a}X@p3!$lW?do% zku48CF-io0P&9dufqf0ykTOE9;_? zj9L!$o;DdFTX*~)R^Z?42Yx1~(WS7J-zJiVEqjL8&f03CpzrJ=hC+&f=5#fK-?*&v zw_E^G6g}PAr~kZDB|8tIb;tkB+_}!&f0Uq>mCns6F|7)m@u5@1J1mhwT`>JCMq|)x zO%3?G;nF&PC;9pq?K0N{iP{ZMoSD`(Dfw^q_g4vOuh~nQmGx)Joic?z;w3|ONSyp6ZZ-Vv(fli={)xx`DnaeMnC_LceOtji zI>dTm!(Z5_D z{)w*tUlyG!d(?1{*#Xi5N>+!qHLt6WKVPIQVbnKpT^KqkH6Gj3N+K6mG38@)e89Nx zBCXwbHe|Eu3ler_0Xhn+g_{1os4KJoy;Be`bZ_ymxuHcsUMHBW=>+SM#%h$7Xp$>rbjk&*=F*a#dNd z9-K5NuhT;mW%2@(R-~}8Yvln+UmrnwM5QqUvF7&FmobX~zuy+`xDA_7l)mEkiqCC8Y~Fc-H2E{)XCxD{K>cg|CvFz)jb*F_vztZ-g;w~~I_>^XEkmYO0Q zgz03vw!dHF({mlXmbe+Jw{oo9+rS2bxum=rypsg$3RJh>ycMRp7b<8{deHYV?w5wF z07<8e1=Acv|I5eYuM*V4r|wo!ygUp6wBwxt&6-Hgn*7zm8x6SeqU!~LL>|3~rRukk zP=MX_62kp1W=MdUr@=z~D6r&jGT`WNK-)&y3in*z0miNpPi?Ip{+6J6}G-7q!rM04;fd3a;QM%+p#7@ zJ$>tIK>9wA>YHAYa9_Wv(H}MGzh^43Dw~9MA0Is1DcrokBZ^*f3OPL)k$}iqj#-xM zT}Y|cPQ|BiFVt6_*IM;Gf}+=+7y@!Ca3*|jow%O`D!zI0^1Bn8AT%_AqSMlf5h|OED&%Jg~)5NNoY)NmTbopGKtqFf~s`^)2d;)$`A~e2+j|YuIv6C<+9c#1Hd~#-nx@ zGDn?gI^eNLw7W$@gvfP|kGSk*!MEl^KYUj`g#W62|LpS{wkgvZ(OAO5JvF=Pg7$U( z{8>M_`oP9=uN@Fpqj^hYgcrSj6(3nl{}wg4?__>;XpBIdu+YClkO?NO5_3q#_npr=?Tfu85V;qBmFf!DaDlS~@M+2nGaqX#Pgsis8^c+SP2p=OVFP^-Fb_89%NS5pk zTr#SZJUX}0(ueQDH|AfX_Iwk$x1>3QLZ=(IRstNskEHG3i2x78LLyfv&O3zS0_eRG zt?Jjk5Aq&}XY%-T4|sF6)sk-h{^|8+qyFXdKc3@1ZXylF#<*YW%+A(vniM%tO}Yy_b< z?`C!;TcIaxo!-0FHk<6uDd~^p(=YFtkF?2LKWwoxovIrsX_mzsE zT<_K3cv@@S@&BG)|KD5nGeK>4p~o@1%TwhIwxLPZii3YS9@*u@4{Rah|SY{ie1*YyRJzX!oO*0jrU zJshC5`>oBkW8x@Q+48*XelEBp-=!>mN)y#)xO3?1JV%_&JHwitQV4<#(U*CKw}OsM z%kf6;_N?E;?dRV&Y^dQpeETc%zi>FQ<1{tCakxoLj=8>adYnZT8!!&Pt~bT2N2}O%g?0mI1DeH^i__}TA_fY zD(Ol?Bj~>N^~@3Z$aVSzGlw4js;36w=%KTc!rCh09-idZ^f9D$Hgurds)NAzaG7Fv zCL1P?dYa!fsDv5z^VZW?Jb~}CpUsH(I{(X0r5Mo3w<}pa4JXz5O zP5UALuwXwqYs~XDL9lzhqqHYO5}i%$ykhr37_#b(>DX*{qM|QkhsieYg8Xr%pj$f+ zBb9vy$`;fzV9vMS_?n0QI)0k<#H&_{T1(J7G3MBE#vggSHa0A+J_T=i3qM#jTtoeV zcdiILyo*i>WEK$|od{KuV;=_S%)mq6%DH^e4w=6+&;^|Vl&g5)VeE!C1guam^PR8* z7p?@J&5PB>sm*5FBd^v0B~Pf{CCA@Zh5lj9`ji^eK0%+VRw#(rl2zsu|9?Fmx&jKU z!*Q{&6nXK+i~1k?<+I@5H2op}(0h|n%m7`S42ZOKH4CdALMLq~Z#m2#gcCNk@2*;j zqK*E6Y6CIi5Sn{Hzq$M<3e}=KtfMUh&zRh$$c6OLf#cs-o8OP1H~OLuMmwqqO=6-6 zFKyglx9RJTCq=HHy()ubJI4JX(wEYBu4O$xO^f81P1a2pP;B$5x8Mvw=u#xxiXst^ zbIr+^Zk}4#^^W$=@5>B+3iQq1th|}$e(B$o&m|E?uirxCv*<1Kt2cjn{vV$C&!slg zjLEw{mVk(cvj;Zw`6K7St92vNdT_{<_(DccCHkr;N%TWIvrTD6Uw-~#^-u?Z;FmnUlV2q;|AK|-8N3F^EPh?10F-^e?8`w}gqCDIig?KG z86-U1QICjXX!h$`EFeSftV_M3uLu$sZz=hiUIKyfn4Vk0@rb@(4c=ET@O55wOF(xBm9{;R#*`O2&eaqs|q#znX9cbb{(*9jslEbp%Pvq?YyCs-|8dPut^Y%EEErTDc`02npUOPj(L3U-ddD zbJGdvMg|WL@r9$vI1By0Lln@P9D3th{2+nuPNS*?eH!>Ho?W~>Rfd{r`D*hx?!vhX zPoj@_^`jD9TC={aZ)lwH`TTB%*94^tnkIH?X)t1bh&+U+08u?3Hf=ey1Ddv^?n000 zP-tqh=X;`e07ZceSCt!}W@h+XMqD=tKaQ=|$&Fd(-=FzurSx6dJhJbBFWU2QTTI5f z^MCf|U(Nr_PpjGO8S18e624|mWfWL6B09EDDRg3~U`UvsW*z-;zxvTGe#k#cJ=RDa zvS1VlzVyu1?e8z4M;#CBuNM2jy|BI725-(H9g2wut-hzhp1o^Rn|uhG*>-8*aQ+2& zU=&sMLT%=_3nS5^oOq~=Uk;}7BfwZrtUpSB=6hlc**@=CBGrQFO_ zHI0%k)l4uvVgSRm_~}IaiSUGN3sc<4eV}90^Hi3uM5KEP5AM&E1hU;sZTc+yh>Aj& z{K`Q-tmvs{S}&)DF3N%Uz43W#))Hky%Q`?7^ zq3a8I#|qWjExaP!ka@PSn&oWj}{ zeXwsZBcyr5k!z(I)RFP1wSa#seRwqF?laVqdvOPK@@Ptp&kKM@_0qFev=JF}^z^$P zssK5qx30k|T}Vdiv*D3j4bZaVTZn%DH>8$3JYiPH2yVHRt7DuKgu7mHal~Vff&7AU zmd}@3#Fsh(@u%fs>vS&|T*xnp_?+}h|Nf)=v_DGzEw%DF zBV2mQ3{F%(|B^NN3K{DY3pXEB0QI;SS`+f~=wzWpK9=nP#=ml^L5r z*_r3raRzA97=^5hU{<%wJ{$X^2*tcn zq!9r0^MjK*7q26Yq1Zz{oYA1fnV`9WxB!LAe}7)8$PX#^_;|wONKgdrM;Xt1kHK+R z5MQxuNB3o8i7jI4AmYmh;iB8isM+ON=Lv^xFmSbQ_Iv6S;aYB%6zQH)xcrDNX(IPI zQZ{dYRiYsUn)d7@=IjFN;t|Oddn8?~1K!5J{pdO$_se)h65c%Hd{zXXr@uTf*}J}f z{D&w0*Qtx?PjY4~Y@tW9&gXk&8!FtAX}(3m2FjIOBUWxTpasEW@5}A@p!EtHosP|M zbd^TiI=kK-%0){WWNF_ajgWM*(#DH$|8e=_PIcrdOz0gVn2(->OK&jUk&(=(!HbDyMn0z{@ zZ?Juo);3I_^8VO!%ODR%8OJRK6iSfrs$FUIoD{r2KPTiWAh<3b8rxMwGDgb5|FVAk z*?{%@=07a^Ep^Q+=2j*Y!S`LRe&myWzl`6{*T4THDHfKj1F)dexOevxG&(`CPp`}i zYTR7KEp*A&{a(pdNjBpsXXxB$@AG|UJ1Y4;#hoY>0(;-DZ74|mgTMK6DSzaxRHHsD zKXC$y#>BC~3~!X&=ReW@aHepqf{9ZMRmZ z^SvvW5*KpB^Jd5?D8f~)6jQ`GxA zQSH>cXjkz(5>;Kvd;XbnX7oYNZyd)L*M z`WIUs6uCG;--?9R1F2VN@U{i&77796u&&_?>sts zH&`JyH~R0iLPufB?xft?WL1>O)pswz{wSpR*D#sMJ0gXka(>1EGl=Sv*?9j=AnGQ& zd~vVZ2rA0;I{h`Xl5m2+^15BjABMKmF|*0H6ty^)ucRpW4yZV{o}AP-V6IXPOj|^&V3kfsz>tsnKFlj%%H(Snp^YakLUUS{>Lb1 z@T8;M+AeDLe5E%}YNBpGhm4kb2`DYAWsyI+4{?WlKVY^j1oBHR9a7YCDBJm|O!!?j z$W|ur^|d~M23F?E6%2+DKMlD-SVI-z&QTZ9X&Xz}V9%i5T6hjo^qp1?8*qd78no9# zgm3?-AAeV9X&B_3wj(Ihuq+Q_b*n(?+Yp zk+6Tcc>LY4-xIeTjT=s$cZQln{71D;|9w|={QKb_^7kwe5sxU;47Y(93QynS&n0RIX0_vEn-wAudhqVMe{m&>KO3EJz&)DKX(?8|YnLXl zaXwq>OEyB-ZK$AdZ8y)Bq@ZtK3_I4fk6jh-&-p661x^!#JBzOC$3OnrJiEU;_VA=n;Q4c z5z`}0op18=`?kYdzWrM_lpjEh+)szcwMAjT9D;|)RMypZzTEWYga`~Na>nYP>-CX` zbQ;rXT?LrsI+S3`?STRuNem^gzDKG%_iGzw7ZT1fiUmsJ|5R={4dbyS3{A~9j{$Nf4#r-hvom8DVD>DHYycVKy-^)kBF2W`IdOY z7%ee)Q004!ej!=s?+zO)w*_J@5Nh?6(~po?cRb+&O?Cn89_WyIlE6@M7>V0FIv1~c z0PechJCaG+uRH$}x1ZJ4w;~{={mu7Kf%LlLKYOjeeZY>RssjA>?17$`Uyon?SL3HW z4Rt4FVb}tG7ef{}x&QI+LC4(j%chlGutEGoVXA}5FZpSx2(KE?3&XrksQ+6l}hA>hHg!C%(5${wTVO=hIPS82QSb%7dbW$iFuA?-t} zTzP`E?p5pV-#^>)GtbW5$WnS#a5GSGX4uu8*@YfGU((+Afdhh9lns-*j;zz?JG~<# zB^3kA?7cMHGRV2^_|N72chCRK>lzV#vzo~;ji}qR(#M8|*2N<>__NDLv275w)I4I_ zx$ocJfB)?Ikyn|*SHnOBzB9d6rK7)|TKX$}8HjvRp6pyf?XAR59+dz4Ej9U-e|~jb z*XHrZGn_=Q$wD@k4e0)-ef-K{fARRAry5cH&QJTFc}D+!^Nil4#W3@Cs=-MKn~&S; z)DiV<>7>Ym@-U8{>Ui&xM4K1+t@z62;F`Pr&V2>?Xpo%KxQz4|e3s{V(HwRH^%DEF zh9r-p71!9Ysf?$Di7}d4nh7U(a^qXE9)B>(y!yP{a@7|^FC8$1rEF9dl#?d5?F(Aj zdvhS~ZUsT$(NnX$SN3aDIGKXCa=9Si)8h?Z06`k~BVA<1aMFG#k?)#kImk-4QGa);TcwqTBK=5UC0`?6mo^6ii$JN#pxzjt{^u$1z+7PF3D-3xY<4tJEhgdqNBvBflAGAw*;Yk+ST^6(oljEt{4 zR%Q#gNdmnXcDKUAPrU7?$)!OvEz)VEryt(8xv4gr>Hy{YTv_qHZ1~W?F>y0%43XI_ z&SY9G!~DsoChh5Fply+JSg~maRA1>u6g_hMTReVH(|*W5-%77k5k^%mUVy{=O83+5 zhM+z^{*cKAA2_@FizZ9s8FburHTCA6K#0(;;Ea0}hib!yPM`f63H`y3N|&9|kWBO9 z!@DWM5ZGSz?$+s50(ZxQC&JtE;T-R7nIMvCBpSADYi46998ykl@lzi`f!dbebPDzY zwYppTLIMf8Pr7k>;&TpEFxhdjY28EI%h$9*iDbc&yM(#wupsJwJGPs7dKuF-d#a8U z?3blr+TTo75{tcb#uWC*YhjmCKaq=uC$T@ZDx3B$Ib8q#_#1z*i&*emXu`*5NATG; zsqeYZy|DaI;nE(0EcR|q+s{|K2MeX&yUcuK1HSm!rRk~G0#F8x`P-~fm(Xq_z8;Hq zIFWT!^my=Tc)aN`Ti(l7Aj&^Er_6V7ZM?mK?!(?eAm*wdzH&_uZXep(c$2>XWOmCo zG=82$oMwGrb+&E5G8$w{D$Xb1xXZQ2f;Sf6_3J5hEB;^8)4oZZbEq2$2L2Rwnz*$k zj{K}Dor{A05cXX4d6|k6O1XVbxpDOZSl?WbDT_%)wXKiUij|_F<%>`dQR6L?>tJVp zO+pkH3?dm@O*SIpy^?apoNK#l(v=Uro_vn(KkQ&W@VEkAoxt%#BI78(&=yVVh{4^G z(&FF+A~f%Hy4xYK09t&x*j7#zBKB)%K2M8aFn&s(6DuTun*3~=A5$;kZs|$+<23ta z=LfeRAEQsjjU1{f6ejxkh%q03)vzPp_nfppvPT{F&J2%Pq6`mYK{e;x-GHV~aNqTN6l<#)4BmU8-ZAt5;x@R939rtf z@g?~?RJX{m>Xc_dp2TSgwhk4~5+}jcgN2^@#h!m_A3vyRKjfd=hwt1TcQ^NNkgVEy zM71#*J$&hL^1%Fg5FB%PG}hyaVzk)$=u*SMzbNyOyKfpQ3OshfZzu-Ll?TEf+UFqS zthaBIizUFeBBV9MixO#D<_OA7lz`vVX|)$xEr|4jvQ_8xXE04*KTsPxjci>x=?j~s zz+54(=lA#m;aP2=mtJFFWF~u!3tZr zTD4~#h{7d~M6b2kj^T}ynolfv4RBjl0^J_VU0C2&ly5Xzg1MAg_c`WRc&3!dJ>A&_ zAGR4x9g=neP2y)%7Dhv$c|TzBjlBkF3~hT`_Id`?SX>y4m2F`#2vKY-s)Y8<*DXUI z6T_qJf*rD(Y4ApC=K%p%XV}>O!NjMI64wNoUhMGtZJh51HSLG|b37up*C?IiiiM|f z&dW(735eK#V!Mb|I81!bi;xmNhdMmJhrc{?1+JvIs7I3LAo-(bzUd!KhCQXJYB>KM zdjCFZy#2Nmux>aT#Ol2n9e#vJM|GaT^XI}rsx{pxiI%u~Y2zypFRm_#C0RxL3K-72 ziXfQqJk^ukycwM@IvQ5A@hSAzTLjli*Q1@c?cO#_s6+i(*QbvIq!7)aa>E0k=dj|D zH)AtPVzOWM2_DtZ%fxlL`<;AiE%5tRNe@*$7p(Zy@4`fmHog#EN3U=_9!F=MA@<=u zj>#czu`BH=p3WZ2XlgRVUoOka(TnTh&_QZfS0f?J*6@&`@-i_N?Rq8JO_2({Zqrsn zw}#+Nnc;S^Odq&q8+(LDdmL89hh~Jo>Ok(xonGQbbMX1on8(Z1Q*e&%`MkYn4LHmn zV$pd{0rX_H4=uXsvFfIv_rp$Z(0otqOwSrUtypURp>wAL{?-%&F5-;=|3RzkNsyVxZgv`MZ58Y zL~5{70&>0yc}Uzh6&Jg@6_t~{3?UL~f$Mj?GLN>jqomq^7M@dj5Uac|JZ_CmC6k&} zF79f>iT7C3NwDMDp762NiMFj*QJA8@Ay+_o&D}v~R}WU(Xx7 z>(7SWKH+jaG}FLxzVR~sgAmxN(Zs=PHU%MMw$~@@jbNNAaDNju5oW1T_n9Ad0VkoR zU0R|IutLSI^7$nV6d0CG9lpwl4}SM7e&yf|d6Ks-*ILrxVyhz|!PkFHPmA9_9Tv=) z1A#B+)Od~+AjKWv+9H|;;R}18-Z>qMQm+`My%bM}tyslYY3pOuAuDDksa60ki@wDB zn4cp$yORAwr0UR_ZKkUg&W-qqLkl}E^+Ng@XqP*Pm9gPEO-u{_>B(rgPQh3{<(ehozA#) z^YvYjRjrmgM_-7jNcNtsBhG=UnRvm%m=xrm)t2*+AqRT>5`rdWs*uc!simpNLa^Pc z^Kc7gGa8)ryK8bTRxnHQa+Ku9s?2RvV+5v7OcbptCM=GpFXrTq5q@$j6){}F?h-{qg< zA$UXlCOPk2NOt+e+v@QU84|^8l1$5jg72YDLWRj_uGUl2d^HC|rV=8?{GTG9{8^8Q ztA%hT#rBMp#|zZ(TJ`HEfukT>Z*`AFQvd}-AIYECGyp`jG)q@bEFkxt$Icx*`~{Sp zMQhRi?Qm?Xo4YpIQP>(Uftdw(&_+-5k&lvn5FR2{C3a{OQFd?JBWG_5JIHkB19Wtd zlUvQ@rSGG-dzQnnU!F_$zTUzhRn;B*{W^zZ&?Y;)j4K_uV_dP(IY(DYm7{o$`HtvD zK@S{SKef=kMoa6x($TNf=z&X<^3_rY%YT6I^ z=Xf0LnMnOUlmRdNLa5u>^AH)#ez;J29U{IlQtI8fg6^e_Z_(SG4rO&tl6sPl(NT_r zRgA59aP~;mIaAtaNacRdP~#nCxG(sifR4b0Zm~b*Y`@V4=9UMX*+xF0;SG;6Yi8Hz zq9?vqtu)iY)&isQoWmO6)Ar`m)ow1d^4M_pR9q{(=ZZDkmfVfFcs^+vEStd^7_~?7 zvl=>Jd~2@v_#l?QB@nUEiAC0bIq{2F(H$HWATINy$qt_tR*KvbdltL3D}N*j*22vf zA`FR5T(B^0BX9oT0Zg*$7@#KZic`wZQg3G?;Kj#gH}%Z8@a9M-DlYw*HR@{y$4#0o zn4?90Q?_LRcx=CNnd!k2R1?lr2${yfgBXQcwVG*=9jLETjWh)}%3P-yHWJL9)5O=G z;|1Z3n>A&9YvCZ{s2L4epxXHdFDj*2rwivQ1yG|s(}*t)#xWQ(LT*6Q6XX>TfxIp=QjpEhT}2KQf>4k>(s zJmCn##1k8FXJPPXy{$LF0jWQ;_8bAuw})9DvHC;&WM@HV@E{P(l_eS@HDHc#^{Rc` z3|tbF@Zc%2gFr?3&Z@Aduw9If#Vd;pTqSkxid<#KwT(b`F6lhPejBzh>D`P)sds5a z@cs5Y$1nT-7LOnD&+*v2Nv2g*_yWxN^Rj+=5RQgOj0*%r&O@059hc`PSClxqrBgR6 z2BvO&bTli-Lk}amcAd8hhqpVtX*3_Dqv|OC|A)Odf#>Sm|NYG}m04scv!o;u`K7I>g$iY^5HgmOc_>MSP@+spp}*hh>wLTU-Cy_I^Sk$+^FN2j zRT32wrUOdW4Gj*c`rkmB6J! zTYa?oEy^CBerZj+4+{7$Gf|ykL9X^~0;v~nLKnsIjA&RsBAVD98sNTiKgeux!JtAE zeGaKnN-^rj;fCH}2L4p?H%A{znQ7d?ZKivr7B?Kl87~us_Zzt5bz+@jss;HpTw*QWJYsOmoX@Z)Ug0c6I=_@3s6uDmRD@jd`q**$MSRws%wKG_?az8d3iNNAymkU|ZFAku#QCEVDuyOguzkh9_GG$ z9jQOKR3F)U2I6$+Pj~9ZqALWIT~3C4z+!lQFzLWIf@z$8+^gfU;JyB_av57LLZ=(F z-^r&#mG=Fkc2g~AtUp8~YZ&0LWGb`jK}O^*f3tGCcnlPEA1`nkyM`1(W!Oxdcfc73 zUtS^cP3Y>&PSH;1Rvhff*EAtdBEM~r@zq0zT-;3jvTL-|8Nar&oRzY6!}Ip>7EhUU z@KVS8T=(N7?2PCeQH!&L_edb2VOjx=h(6NApwDrya2Gg*7mH%Z9P6WHu?JY=#S%7 z)lmCi^jNh&>#e{ssH{#9 z@#jxNj$mY^Cu$Q zal~D#Ckoo>^(F?6RiQ)W$~)7OWFWSN?g>!^9rCOTzQS4;2w8T|$b${Tk!ZPRxBVOw zD1PEU$CF2bq{T@rN-Y|37NH}i{q_Q8%b8K{j=YIu_nM0CI%tm%_Qig9@Wu{zdvJWB zV^YSVblcbMYPH1kLl29*eFX96z3Qz&B{rDrc+bIzc`9iMxwi~SAb-M$;Yl1V<;XV1O%&9gH=P$b?#{~@FR6>uw-ln zZHMcYrK&2Rd1`P=5b0guURIpmy=fMm`985DgN_wHXFSf|tmzMXLN{67&Y{7%-Ymk- zQ9tw`Dtz`AJ^pHc62!LoqqOHcD|k2r%Y$_G=&5d?SGVjDP;nIcxFOR7C6=9dWpXJP zzW9Et+s&VfqIklqnM3Wtvw_du)#WV8`}h(o=x+qYqke3(S3VK^jt7k#v-E*{_ag!X zxhP~ON?FwRJ{W=&zw+mb6(c;O&31pAG`QP}xKnDDRo*1Fk@|%tyNMa5`-4;C@g4L=L`;e!Qq-TMXF@M2CkTuS~_r z&)f<)+uJ0$~$wF#N@OFdZZrB*4!OF-_yS!?kB~+YVa$pqFN)3gPth zpvrNr>{P-Mfx*q_0r5m7CUG&1JzPAFABtHWUrvd^Qm;09DaILK&Sw_wp_InhX~Xv6 z?j9*DF4=ESHDZWkeEX%fpL1Y4a>1&a<%2k}EOh@h5lrZ4)SJw_{1g_g z>#iR1X@zT}HjRA8+a(&xRHEsG3 zIy@fD2AfO5%xTtjlaiUR^SkL%gvA81qxCcJ%%#E!v-qCKvBzOj#uu&6 z+e__ibqsd*j24^}NJBSsU#T^$-w9U|JGUNPp>Yi2Ax`JTmslLXwl#Yv6vLzVGPgon#6JG&%de`G!H+2!kzqq7Zxuu^Mc9kp~XnV(ZT{alsRPsmkWa za)>q>I5g(63v8Hf95Rc)0ekAkqCQ!Vqv0XZL$dElaLxyN(>Xt9NK+$hIm|E(L9fR+ zFI2CL|Nf7^RchL*{pomB;xlH=;JFW?u0A34B2z;?{1X|}tOsCRCfCq9ULA3+BRXMG zdIIDhU!9Z_h(^b+OLs``!4N~cr!`cL=W zr|)igp|(hK)~S@f zTj>65l><~D%=RSe=z)2{%_Czo88{y&gwN!Bujs~oNsYb^!akU~mIY<;%V0IHpyA^* z@>q=~Zk^ZuE!h3p*YbxmT3Gv4cXMGSBQC%4Mn_ae7yD*e(%7_q)-ZKPe583cQWSWb(><4fm$1POHK?39&nj>Tl(&0IckhkHn$sp7f(2rx<=#F?L=7#kbvM@;3=$l#I-7`$831vL z=JR4}XXIfqwRKnFVG#cIl7vw-9G&emFaUEAxN&nK^~LEWf-ZN8@H!i#6}lkTQHMAS zM7u1a_fd@kt}2h|%5GjDJm<7qPd${0M?DSKg=}iTAKE%PZizW#g*pDr>~EsjJkvFE zE1wjm(23mkwqYaISJ^uCqEQjcX>sL=I8)(>UUT9Q4;B0cZ0ILvS6Uvnv&57M>DcB%y_w zRIl!E+m-XT>f~e`kuWTLWWK>ekq+fPO68vVqv#8r(#zn3Q=qajjokK=3DjIym0faq z1*8@-bUKgqe(14EO9PLac^QJ?ZfI(H)~vt?XkK>b_iNwfVQ72P!rrU9kYeuB z%m@KTFg>f`AI~3%s;Y@o9>wkg9#-?p3a0&tmV!CG)Zh#HwppLca=e9LQIYDpXD^0_ zteZv4j1AF7xmxr0j}C$C)BfjX?ibL9INy`YXd_e_blSCujS~)8v>#2~rU&t7_dK?y zKZLfq+<|C{?})$5!k*84lF&mb+j#9uDt^Y~y*+@k8PC5X3yZsV7_)q8oGabQiM6%P zdz3JWV3{aa(%xq-@Uq}-rR=DDC#;&ZY^*%ZXvO{e;!^?AJEtpy9M}U;y>!%NPxS~rg-MJ zkV8xU(;H5tNuY;WZdhDq0^O7zs`kk^5P2ck!=liSX!yf*(j|w0F@fjp%bS{zRb5|6 zSKb1qi+L%NC5k`vSf!?|+Mo0w_OMu?x+; zvE$TdvIfqLjC5O@P9gR5T9c{`e4s;(*UPTVYHL98fp(6F2y`o4(l?BD63$iEUne3c zf%oTuu_hjK6!JVitTTIMigiY(!5R89s8Um;)9pP62**z?I#&2Cl$%2OwT z$4(lqp{L!l+v}9AlZc<`l#}<7m*B%=jQV$T_3^vcXH`2anQ%;E16sF0p%Laa!cogU@70vB7bUhor14^wXrrALDwi0AY9I z?mX=*xYl8EIi^$jhrfRE&*$7)+9xY)DYd@y4;O%ds0>6k|W^8q*7#9omzIk;W4tp{WJ+tO{{WPjwpN=;j}Kb80M zI3xO>>1j5u-Y);Nu5N@s!B z3>vhrSl>AVv#2B5XxBjM!kR(3e{%)?#W(nspJp&XHh*R(0Zy1roy}u0Kvi2q%A54n zpr`9nh0rdaHF}J&j!tKGNdc{wo}*>PTD|_o-AnZM^3!&kEo-}5?1$^m&0n6mW{EPB zBHTc7t5_j1J~$5gsqM|Cfg7FL-GRrKEDO`BBQ4$i2 z@yTiEs}t%TCY^|$=Ae>QoHPG{V(T|xhnWcovrhVTtM3CPq`pu z3gzs83+gs&=fD1Ef&run4CD`t#Lfc zs<#PJ_9cBPt6*HSJ>g5oL8Du2P(LWTqbz*qns~D~4O5w`iE#8(zkO_CAsWB1Ksph8 z9rRdThP1Y|qa3j+``2P^h_{@fFZ$*Uf`pc|k@MjM_%3zf;*0Tg#G}$;I6KGy>6#y` z1r$lv&lvmNZzo z)7OQ1ilU3;t{=@Bc0qd4<>AJ?nh45>#~nUMgM=XKi4t=iM8SgY)j1Nw^9+G(si>EP z`mWvnQKt)Fi;t~SHgh9-{-v;^;%YfW6dUHyl7B!<8=5YwEq_8E-sStrjn@){)UJK5 z;m3!|cw^o|}FKi0Ey7aKf0{3flcL_pmTV^%{5RZ!#%B2=y5CT8eLfKyZC@le&(}dqP)<-NML()CA^Tv_+XnR|&hZi_ zNPypQ(QEhEItW>m+my)LNATynBh!fM;GNUa(!`o(w6T;-LVD%lgPcB3;y3+&ejZU- z0?+y)S$)teY`A%NU)FE;uZpYhzCFsZ03q^S1C^pj5V`fPgr?$y;FlqMDoI2KU8tSn zobWLK<>;?-i5%|8b8+$Zbx~^wRS`U@xOfu9+9?htI*Eh4?7n)*FI1>+_6uLT(F>4b z-79o_dlfybXN3!+k?(Gyq-wcGY(9fdr(5 zzdAI%a|04R=r;enK1@xIS(>Fa(e8kb2*pVT5^_azXQxo52Ztky>QU z5O~bk?fgG<0ncUmOW{%jh=hAqa?5u`i0VCh>(Y~dexBXm%1@KiYkQxvR{;jd_Ib{k zsG-MkScODg6$WH&Qf}P_bOH}C$BC~zOx7=mH`rl?)_eGPK3I7fa48~_yYYlOdX-Q7 zlhU6;)yS(27OdZp+`#VSqr>Dd z7gcs%(C8)Makf^-*v3kTn+kiDBhi4mg^M1zhDgAu`c0Ymo&WsDt3UVr|Fuxm;%P-C zMJccsMxN)|Wl=j53RHeAu`(%TSKGT>0d&F4$=_}tFE~DY*ni7i4xQESUoY(=2mLkM z)9Yq+5qo<^>fC!0IL1l(Ve9&S!r}?V2X|xBfNJmgYJTnqs4-!$pLJh0+>@OiYjf>I zgB87{4wvQ;{Z}?2hngmWR$xStL01xZSRGJLlF3A3b8JpaEE|E-aGB7wZbZ10?roRV6dK)kS2M)-8^NNH>@u??6NCjlvEQ>p2<@AC zf5JtU8*uY!nV^uhA9;_YCl>H(2Ew=m^A76KWq1&Jrf?<1n2V*w?H zI*{tJ7KO#^EyA^j?D0+Wr{QhsxE{0OITTDt)F$LFB2}W&msw;V2*2{vnsd5}qI!~6 zCh@j?BHyLH=3($Zn&)H0r10`g-cbRIO~_N_QS)(!PNZTdNqZ@)e9irN z&fX*B$qTG-s@{JSub(*bIB#dVxX_1!DiaC>{fi0Qi>9sF_Eun}d_TJn`=DTTlgEdj zxj|#vUGb5=)HT-^%sp!TZ-i{&nAn)8JFgpZRyg&J%GKIxaTse*B1 zyk7lIy)}CMuDt)h#q%bIlJ@G6!W+uw5p63<)T<#-^XAb&MP!KmyRF6Tf3qI1w;8h@ zkrxM5a<&{*J7u)4q;7s|1}m@@lEu4HtbKl)t})jW8z=#sw;h#gr1$<-kAF2@R{&Sj z+nK`y6=dqS)ziDz@&$jlKRR(v#!hV94qenYCOUhS(T$Vuxx?N{!_)Wof(|#^t>JY^ z7o3Uc-9`tY)UxmWCDuNl`CWPce~bT>XZQEE?{DQpal5b&J~!M1h4;_s&V1zkZU6Xt z>-Vp={U!Dk(uUXc!1$$@YR~g6zxA)kfZx;m^lXsKrMcT#?Dy&a)%^M2-QM5vy8gS% z`*(i-wFmyq>-w+#^Y7SyY!9p%Y_!Tx`}bg@zs_tFTcz?t#PCh-?y9Qh`;5$Yn(veN zk6$Neb8&N3)gNP$NOkuq#)Oj?7_9v0ul!ILi>ldrdaMLY{s>SiI#{`SxVo&Yva?fO z*=!|Xr0^p^X7ZP1GUFes?d*OmlY4spWd*6Kv2jc|nWCkqWz6XqVS7qPQDPz@`*n`n zR*aWA(O>_W9mQ7GsNnrS>a2ntegxEs93@sF9Cxq$s1pUpI7+Vs&d2D*2&)roYLKn0 zfRz=Y3KqO;_gLkfyY_q?7(v1cX}vRt-w@=93M!+uX@Km--2ggmA+()YC-WT}QROb( z0;>5PfB)2DtqvOtIS&v)j|po!cfsGE-`W=azg@#On_o`-*$So?9u=6M_&xPLnR<+n zY_b`ecbiz{?G!@Q&fP{uSE_>f7vPYNS`T;pIDMK*Sxd_ZRh!*b0GM=Cfsz# z2?W`LD3acQv8i|#m1)VivY#6y&}&m1HV_oSywv99G@teHM3igS7RmxBlQGlTpyT-u z_ta)l#roT%xi)MlUrJrBzJs(!`*QfRf?;@|lg8=d$`rbP`Qya@qy4e;AHVWl_ZbDL zg}~CZSBWS<7~QH0>7Gz#20sgjE+2myWU_G4T;d@w6i^jBZmlMubCIQaf-3xQ#^icx z>Ot8xD791ayICE4G=N=ykbR4aEpjFvw+N*&gTXh2c1KoF2&9zigN9q{R**f#$D_U{ z61?+$Ca-$xfe$zJ)3DIBC^gr+0mSV7yx2i4qg}?v5S#dRW?Wu*t69{rJmR77$0t62 zHs>EMG%Z_POTiQf!jabU@|whd=&_1WTeW{yd)|B#XZ@wkKozUXn?NCslGrb@-D%{9 zK*6k{H!rwR#s@>b3Hs>@=d1v4p(C>drOsn^*Ry2care?{zhk6$m}L{_y(& z7nIra-Z(OC5-E3;%bfIjz2>P=wT|4<0RK&RCKGw)w6xW4`^Q52_%Y#?DN7{wwe4LO zcH_6{|Mbj%Pbk(U+pDSgJjk?u*0pCG|D*k@2(?xFXIVSs8$Ksol>>p8?R{UER8Zri zCzqW`WT5$vNZLo}7-&B%-x^I2w{M`i>+1pE zDB}D&kUwf4QrY>%iU_tYUSj(8pG=)!@|yT)fBs`=WKQRN2@3@`{G_e}w@hM;b@E0fkk@2eivzR88QQBuKpUQ@YxH5X1 z=%XuSRy1rTs!%yY#@J5{=Z8;EaodiJyI1Ye$CDlz zQTxB34lj1OEl=7B4~c#e1T=d!PX|JN5~hbIhV` z+hZr+#62T8(e-Qb7M_P_mHfKOLow)}w8?Tz8#z?UFV)h>jtM<=opE_rCY*)Sm>`EZ@k#jnRHa{xl(af}g#2n^UJ;7 zr>;r=rzigRLcgNajIEw}oKDh*5P@F)jkNdCrRidCF^6=Rb?E+Z`~KW-`^OGNw)Re? z0Fa;FGkYUH6j}1gCpaEI0XBx#A!J9~5u3(V!2~ro&j|CbD%Gfpg!Ue3F8RKlJ#YqtqT-q}`Z$e;G9Y{FiUJ-O5hN=hso$Zqari@l#Ub>Z3xqH*_e*qz1^=Uy3fa z=tn+hc<&_^wSeM|Za&f{ByhyOjC_EC7pmHVSrVBR2tzF11pe|zaIb~!^}3|z2%%3j z-wjoue!{(s#ZP+8@ru!aiHW{)5KOW|gC%NGe(PV>!;-s)&enr-=vEKQ+n0Wu{!h>R z2>psui%2TFzqoQVmAK5(vHbxB{EAYuAG?*k=wlA9TH5=k2CI+)bKHe@FQVXn8|?#1 z#P~<~t2(UOKTBl@Nr;g-91MDKa?T7cktj0inuv+}DJWXvETEF|LNCf38k223!F1<% z{9)#3^r&Lab$d`4qBj(c_tEIZu#tUQ zGH~sUvGIqIwP-ul8v2OG%ynQPea8F4p5LQ`|7_|1UT8O+Ox$5bQz#?JeC1Qyh{lXq z?Qhsw!xs9hRS#4jui0PTE)&=a6ud!iV|>ci7rkiOVK}_G%nQWzi3iH|4z5Z6Ypr~8 zjxb6MJA?B{sR8w5FEr>LMMNWM16Azyug}z*p()aWhjHHz!?(Vi@~7daQAMV2DNC3K zY~Ol$tMl$C^fvXXx~4TLM4G9y&Xm6)B+Nz}h_{P@)`p(_oCop{X+S>p=5whabB|JW z`b8V+xKOP2nt2KxsJF?99<3wryt!{$wr~j;=nEq5?@vVaV%s`~)0lv&!-?BYk!(%< z@6xzm8{>WhR3Q~Ty3zmV(X+q$Yk=70C{vUbOa{3KUJC16Q@=BeJyv`jrZ8JIc|Mc5 z90{KKXeoz-;nc!$TMMH3)%5s}d{^yXi`gPgZKYOa2&CubNLjy`qvnx~bWv?u@G4@{ zdS5AJq?B6PXV|X}XT^`47*n!CPZFQqe*3~0_AtKHIDN$v(ey5LcGFKG3AR21!Hv%e z&*HCZZtwMgllteCN>U?HeOYBK^|c`AC_Qy2Wb_^q?|ho)`?3n6WaG{!Pz_nZMJGGfUwYOY!x>=Rw7)iN>cgrY|I^xVmL*>7e7GClF+UJBcg9HN z-n-m|;N8%n-?Z0yqZq1IWI49oR1)YT7~90jbx@jzz%{d1YAaJNeSAG>X1^wXj_XVh ztXDp%AF*kTj9$)b(#gtaG=#O|Fd0i)n9yHlmG-C`m zw(RCVUuJ`BE2CKUu+Jc(rEhJ|o{y}#|G0hH?>J}MOE4FpiIL2RgOkhWQ*?dXU}oES zp6v&V;r}(d>&*8mN0&W1kgRCecilY?`E!2S>g6U_`Qa&Nf z|4>}^cKDv4v&lDF7U6!Hr(aX~K~R=z|JDe0w8tc)ZN5Vk9#-H+L6WUx;h z=GEJp@;G%@^Z#pp71@>?-|J=JxUxW@%x43{d+b5Rk*B(_&Xs$f=Xn6y8MrT`|I8z_ z6k@YJbjxLe#=Z)*qAT(sW4HHgqO~S6`E(9R6@5TYPw%KAZhyH(kNuTG>12-Ga6fK{ z?8b+Gy#8S!At6dN=>i|$>$^P=>p(@kbGx4J^MQLY1;<(?SD%-xj{aJ;e{~;`2GL!O zYn)sl1Ua#Bu43rn!+RN*bk@W34X3OJKT)soxA2`$&AhKTf$$m?*!~0tU-a1=6P$~yjJ;(nPjmRpfHIZi#KF?@)mFVq(=0K}G z(auV1^82%sGOPYoG>Q|gc)c)>HM%3rS@h(e)q2S$EZ_^sZc>+H~JM7 z6?SvBCw{*y>~7_F`RcF{y5XRumve*{@~c8)uZS3~sbABc=@)J#;*j3l|1_goZcY5J z_5E9y|6iljKBRGRv{l$c+rBoY@5>#3v~RUvtlB?YwrkRF$&2Eg>=y(^9Xpyf8p$>Bf7bLz=m$!z0vf+rW$nv3wWfa%ABf-< z$;gLwqR#TEUVlvS^lK*n7neUIZM?C^+X^Z>LYnSrue~1owJMjjc~ezC&Z8TGce3Y3 zh>l{7X+T-`}iK#|K8xBz2yCq?uVfPyUnTE8bu`W=-4t*Y_dS-z& z@xPY;=8BS*PzDbWBEAMgMO9{Tto&KkiY# zqV4|2SR$h9O4Kv?Czg>%%8o&1vbE1!e@*|lE?*Nqym)7P7SYSZ^46JrTXQ}2x90cn z^#At2f2Rk29(6?bSCrbnhaCNN$kD&dNTY+=^q#J@il99!LH&VI8F|s81@-m2;d%M? zY$`Y271-0+`#YY9Lp+DRc-?&kM0=XjvwN#DFj%Dp2;Do3-VW&sJ3SpmFBlG(I=;R~ zsQp5>F+|-CESQ2A%ehXWq2R;HJjQMiYU_EB>rnz?Bfn|3@y*ATc`H<3I5|`jZpPZY zeA!|R7t_{{B+5A=B}=S-!-N$0{IZv6mEgwa(!1a0%Q+HBK4vVjif4 zvl@2Ycm>**&-F0|Wy8&Ne&hG{<-<19W~W^%lMa5^Dj<@u=Q1#UJane0K?HUbMPA;_ zbPv>f94 z{*HBR}+VesF^{k}d3Un;VukdmVB0r)iCa^yo0@Ilugda#nEfMWr3FD%0j=n}S&g46x zgWPj-ZFV*kE%qx9ZhwSWC&W5s_3uGw=frL1>LGM;TS=j)=2qCCqW^OZoGB58T! zT_)6t@t>cHM-4 z$I+qc?00-P8dg3{@1BF%Vwq8Lhbah6Q%>BxIRtFnw}mhbbOQZ{q1WfJ6O0TfFE&xN zL3J95?v0r}Ac@?rZ{0Qs0;xtSb-YGkD169^{o`$rJP`GAYWV}AzaHOcarP@qlSDnxD7{;Ww=c((wrPB1iHdUZxKCCg4k>!j7YDgSz<%;@^}&QRG#6UZx6@=hs9ig$Dj7kH z)Ss9wKIOOrOi~|W9qDTjby{;8sn!G7`a(K9sqrm(#qZ?HLm~n4%V&bDUXh@^FE5v7<@uy zp+0Ry2dnHO_;ywu!4wPv!=;`Icv#>GZP~40JkAuHZ8f8gtNhiXJs3~o+dVH69Evbj zKdD375+sVPp0gUukuF2u4MWDT-Sbc`pR(mWbrfiw|6)iT)CF$a;?)+FoMHS(j-md6 z4v@GiU3S`%0LSh--MV&Q0L0a|kf@FrLV~UI#k5!1uNnLmJ#SsxxaI!u2mMowxnoqw?sSEP?u+Aksfk_RWYG zZ5bKUvEaM|PdMLmCL0%_dM_jHE3E*X_dmzf+!99LJ-#Qm8+^rQ8F>$ul1a+n>*tO~ zwTW2x^OpNpl#OxAOR}XCGp=~)=D9~oz8d%#-ZWrVdKsI(E1^PdpI>7ttScM zdk+bzldMCYq4IiK+wXx*h<|_!&vUf#Rw>nC{#x*7?NsF?nMTy<{!QHx+r9@|))#tX$M3Rp?9#?K_^B*iyYzLel0#hX(`<)hPQUGsKYbDB z`)t>Zey)d^=CQ@Q;lsGTHru1rRveoWXJmZ#T7)3+t>?RXV!)Wv@YKk;KFDnM^dvds z3DU%G!r3nkK~WolAlRw70#|Z1xsfmn%oM`R)6R}y67c48R#+wMIT?Ae6FzkjN=U;o^H2p@xgL5&NYe zUt7Wdya)|4TJrI`I{pX*S5A&im%5QqR+NBO&@< zown(|GZto;)Y{?Dfv?7R!_9S@#LY#q;MRg}udGF2k*3RT*Si9$9=b|b$c7-<=oaM} z+LKWAnwz_3dK}6J;=bM*HiWd9kj`UIXFy?cJ(ckz2T;^FW6o^X09sW8kvy5yFmgyU zsb`P@XWK0+_nbHmAsLM1Ne^l9lR37}@)kefcB>GzRr|9Znn(Qg7F4f+Eh7gZJ|Pu_ zcIBFp?TLYRQ`}eW+s+}5{kvuP?Gr%Pg^KRV&U`dDsBIo5lMdUwzMKtTd9$TUsWz9R zwhuh?o>xn6--r_YP6R0jHv?m#V;no_TO{+D-?hK}B`jGf-rss{9nfws#qXOGp{O#h zDU^li z*uuql>L$(&4Pkkdx$;(Qa#!}nbsl(L<9T&#j}AV0@>}WYiE~&KCf%Kzv9?Z*SuRlzN)`t+!7O&|G9Li`B0| zw3Rzoo@?vCfnyqT4(|MD%6=P7Ucxu+CzS#DgXnGRBIn&WD~Mwg`5xG!g;@2JIOMiW;Tw06 z?d&aK`4Yj4@f9xFI6sbZGGE;er**tsUl+0h8*IFGiR->DW~x$o%AD_y%?+r84Oifs zh2iy=Umpv?WS@s>l!eu>q)q6B*dTE{8hW2niGdWC37Jmb)?vd#M${p`7Yg8u6iui= z;2dc3UEBJe<{}slQ6^`Td7vjACiWu46KT&j4-v z{_rh712h@lVTg-n$66`5*UMI*ruO=_wNI4R;}HInS00c50q+u;`HLR^8BFbxDk(2z zSOI+2__CBBcn{r?IgO9^+M=O--ZH#&bRO+Mr`vid_?mj)&9X}U7>n9Wk=3A6GXR(GUtKK z1difn+musunArnn?E&YAi>~IXOKgW-!$i|yCw#|d4#lxXoXI^}ZOL!tX_92i9 z7X^Fkk>g&@E*I&BWN^AL)3%e67`stjjO*Ru1Ol$=p|=?s@yWZHBE9M%K%Ck1KL1oZ zTzS}%`!0bMl)b;cj|kw#_h_g@y!--T>}cc%4F-Cwq+;iJweSx;{tKAeg<&F!pv(dg zchs*C`Fal>NhoE>2+IbyJH;hqD&88G)Jw+jI%92zRpTJ)GJCI6vUdy@ zn<<|8Znaq+GjHTKU&_Tw!3WdTw>n}mwRd_7JjXHT)gk@fv--G>=>1(f@e`QGzO{6N zGT^?zb&`YjC$NKPipH=O#vzU`#HHvqW1rk~vQ&=?o7>TnAQCqb?AFu9ZK96YU z$b{pmt=ih@If&Q5dXb+j6-@bLDDGB7Bh@4N*?|hzVb_AetIozU)Z&*EQMfl3uDIO| z{2o$^`ijlMx<^&uKBGm$^hs{y-N)6pe6NPjL>dqeDMYf;-9L13)uh- zOLs3$Noqk?@5C!Mip}V`hf^`n%4FsX1h(TjOWnwTeRyQYd2^5#eR(aQLJb9v6bjEB z7{cH3Q?_${Ws}!(_GmbDDi?F8%^49{BB8Iqi-{U92B;w3Y9jCpJ~F z9`&gpV3wHCoK&{s_&61K^*4lM_D6$mSNWrY$5UW1m^AQ$+7w6|+pHhIU4ciGy4*8s^nsTlwrw5} zPoVd6Oi@hIdhp|CF@EI2jWtO3IEqOJ!A;Co+r_d1`}~$F*|h%;J^l-rTIm*_qY3fR za9NIAo;W)mMSS!h6=95k&F5XTL}UZGH_3q4i>q7SH_#(zme;OVU)+PkQD>4;zci!upM?|TDC!_-Oz8PUzzo_~ zkv{G6P6;NTCUbdcZ$xF3N2>2ymaL4FyOlM#P>Bw;qej(J`yu;l?(!zv-Kh36L#b_O zKR$MFJ&E-tX8B#w+Nz>-xtQNpKaF|V5%)TB_HXlY$23v{hTOZgak6!92;+hqPFtc) zkBXGS=iK}f7~i;KyYq=1IbZkSSCma}-T60Srp98MmhmaLoZWRQdIu4%)UFc|Je>$r z5p%`q#|Gi*{U_8XUipG+y2E|?jyJI57|#{^_iE7Ld$#w9=tqd%ZNw$>(iX%&y6ij2 zUj=TLSn2f#NkMTY%PX6a6I)u@uH#S%gfl!1{px$^F!$rs>%>t%u6I`+VlQ%(m>YNc0KhA9~yNZ z*hGiAanff|c>GhArfk1BOC+4xH}3vrFauSje{%0V77tFOboB3i z>roqN{Gp7`a&Q=*R4`7UM`AWhMzdz&z&ae-j3i@FEd|LAP9J`_6LdA2f1Uy5pW@_j z?P|f*HRl=WJBZ{j9Iz@>JD!J0TJu1zU zTosBJ#r)%nsk+(@_#&}@TaUa17VRER=(fqk!W|0Xu6y(JxNooW#|E_@UjnQ`)K=}!dPokq z#D~o~tX%(pzICv}4VmU>rgT*}!0k|t=`H!D=#|Mup9f0k;r^2Yru$!{BI&>&uj!o* zU`^ldB>BxBnYy~scolL1F-dX>Prxi87bq#}==?!siYZO86mKX{^{Kei1DkaCsZWIrg0s%!!XxDV zP`D>t5lfW7CPCiP={#Ks2)%i#t+pCG?mCJqX6}GHd#{dvk9h`B_ino0pjHA(r?>|X zdTzr}bB1l>X`j%*0U9&1Pi&Y;dd9fv&ROW*%Tah`cs*v)6ghr8^GE;qD@1J-s`is0 zl1;?T=SZ!9`@2w}Tg?%4FD)tV_BI<3rb{iYkvf2U&z5;Sw-1Je@T`D?St-bNTX@Nd z5lhgjmQDzC_C@xKE3{`4ZkQG7@o^iPCFnhSmd-xz4Ud)6wojjoMB~HEp?%(G!A0?4 z*yEZ!MB(=S+ue*k@Xc23aWxGsBI1=cROIynN#6WXMbk4Vh~?`Su|1q{rTev2X9+c8 zbMWg67OGu=U*}xYm7T%|YKrT^h|_S2vO#MSizTLu-YPaHZiP9VT~bT0$YX`q@&YB^ zCip_W>q)1T>m0{z-p|8VAoXKCi>IxWgfTho8M;H;iSTxJ3roHuJ&+;(J#Q(j6TZe) z&(hj^f<2#D@0MqIptkjpD9Hv@uud!roM>KwcPY8;eD#tS#FRhw?|D%TZ>&7=?cqI8 zFw4BdqdXgEwkXMI@l2y!=K$^Jml?3XLg93z&v#4c04e@5G;a8)_2iG|?Sggq zFA}WUpY#y(6)%4J-~e!jsBo>THbc_+{dZKWtwA-FSAHY45qc)ZM;b=(hepqaTdl9+ z5JPeCiI562Fbny5LhSSj#I-4PBt|Q+#sAtQR`0(h$IJPYuS^ zB2%1sp9u?L8Gcdjm6(<#aj&t|2Yg?$t^Q$PB+ejLrR+GVgGYUz&~47s!~6L5(M}(g zz`dmhg(f+S@jeF8*ufQ84yUXW1u^jz*VW7N6;Z>|`1-{0r{ zLy!LgrlvTS{M21s3zS4gGv0_9pkt2V8w&N!K`hEMm#tR^?cuG}T%U3l_Nv#D(Xm`b zTa%pU4kQwR&C?)p zN1X}6>4!uOC9}o&d(v=tmTo_`zI88UGT9$TW~`9HE@RAPVe&0TPZ@vdnu-_}7sjU? zI?8Xn(!+MM9GARR*zk@vjYvD0_+pbNu}Ki&|?*% zwrYRsA3fx+*rm40L(UzebzfRkP}?OR3ekWAVD|m=O%H10A_;gHdV7bk0y#R*{Gmgj(h{r-7nH;O9MBEQ+~*I;HvsFs z6YE_Kz7xi6&bD*dRE6*hYhnjS;t=VAN_HuS?Qd>diG&>3#9_-^ys;GgOEHRfo za(5t*zHqymwIiUSGS7LK>?c7oNj11wHPx8d6VSJ?RnL!F0l-0sa9#13Z* zk(@ikWc3|dUF_%iq-8Nj5puQHA-_U6$&biVSB6;XG@R>@-C94cb`!DoW+MvQtjh^G zy3|Rh;>vb6W6YTAkNfNW{Pq0tyyp4undjxU6y4#u4#K(xI;rG#_`G-8GB&^& z?iMFlZ(q0!DH&!tdy=0c{ZgCyiS)Oi<5*2^H;DnnPTtNt@&uX(of`6rILka%Bx)w=kwnT;LN*cE$OUq;jk=FA$ zO<1I;jSze#$9uyX2EV&?2-iL`_uS;^h@&+gE*5PJTzAATjn!p=-%2H+p^tsBe1@`B zp*6w*PlwM)J^Zo$yFt@u4?f1aYU7g}))eS&6s?W)mH{VKTO-mFgY$*N9rWbg%kx?_ zpZWXrszRXjoHyUCX{c1h96Zo{cK&)OiBei{>e_5<-1+n zl*T|b{L{G(X&n5iPVM}9#c*{3=u|2Fi$JH?35jf(Hp{?Al70- z8}o`pvrX7=NkAE+>S0;Z7LnN+FT4=JZdUqGu+zcOS-Ce07wz4*u8?np8&7@1$^O0z zB)pT8E!)mQluEjIytEFExiq>eH}3dArgohw7|gnP9!!IKjq(f0pgTWN*g46E5MK>}VVXCu%v9*!FQ|U6U;^rk%;SdG-as@Pf6FBXfFdT(I)&h6-YXKd zm0ZRDzhyr=H+M*C0yRn3i$8r&Laniq12soKf&9RYD<`W(~H8loJgsh zt7gj32JN#qCNO=RUJ|2khpa}f1!mu&gZFN$!v@wNC|H$wNhzE|*M{x72mS9bt-f&R zzY%H;>8kUpRBH#c-Y2JJ+*OGJy7LtSNrTLUu8}aYR}yw-Q2H_}4`bqNi)LZU1RM6- z@;!}z1v^xZ`0sV_t$|SfQPMOpd}B}g1RLRg*ZV3W@g9&AaU(X_RNU3|P?2Dl#Je?JY*%qbwJ1+sY zl}r1SO$u~-i0bBQnFxMc?MDygwxFO+*cR}d50yjv*L~)^254luJ40Os?gfAR75Rd? S+%I3`YrWUmYoC3OdxHoP_HpC<=O-YZHWf_&7Fl!E%&=ye?7}O za~EGzA8UJCyRYZsRl`xkTl&ROqgTUGXT*(MqoQJAVPFs+xxv;}Ma9(7$yD4`VvDJx zr>U6fvWj+D^}TjcOgyo{4yEP3Om1#V!^#^h4JR*dV7i2K`etMnl-702fAnIQ`W3zZ zqZLQlwL&ZY^S+{}zWCbm3h|M6dU{KLbeI0DF%(d>_VieKVf^(4k%GO&evkbwOHH=6 zN=s2%dhyw@&o2m!zZ?v|G~3#KkqJFL|I>i4VraMoQuxeNB*m9dn0g+turRgyOl0Jy z<$$h?^|v6lWe`Txu_7?y|1E+V#l*L*T&Sq8=Hy!(4+@8koo|sVM#SLh2RIDIet`SW zc+1>QB+^9Da=M14DNO+d}WV&nU?Rc zhXQge1F`Y98ikEP6pDT&hbRr2oA0uS!V3Hq9#QBOBV%Lodsu8-eh-U{O%#>_#V5K6 z#VD$Y27^;{GX|@uW~Q&a?$p)MGI#gf@1kqB-^behE4@O?tgWIKJDz_TkIC{+z?fuX z2eYC%#|{uh(TRn6>|MlBU9irW*gLH_4`w3#r7oEH@Rzz^rUmvc^h??C9nDgbVAn8x z&6V$HzoyK0v|lqv=@&BxJN`SF^Aj*;=3obZlR4M{D;QlG6TRp$#opy7nS;I4it}J* z&R^<+nK^%{3ufkE@A5fwzN1;n9PFCq%=wP?Yvz1M`!#cRi78r|J88LF+t|C?yV(A8 z&cTlVPUidsjF~yu!QW&KcEAcoF*65ym!D(~_D(C#gPA#hsS9T2{G~3KnS;H{=gj$z zW+`*9YnC(TJKC?AgI!DiHFK<;tSvp=_q&+dTYb$MzU9iZs#2}Sq82TfRq6*o%xqZ= zWJFh|)k;BBnZZ(-R>Or+aI95nb%zz>V`j%s;h356Q#fW;tcFuBWdxSirEFN;O8>R` zV9|Wdg4G)8uNmO%^)35c-(?>Yhq{%+Wd1uKOx7_$bZEvg6}%|=u&|8@b&C1zK&EU}8&Lj9G|6|G;{#B8Pf%B06q4Y2-t6{GGFR$ay4 zqS%+&#$*vI1e3#WAv9A5PPC8OraWFeCXr6lNe%sO6ovuR9i>BZ-=>S4Hw0(06v;upuy``3>TmowsjV(XqlZ z6?}t3@A6=c={Lv~BVtDN`#8+FejkS!*>7+pOS8bY;?l(ZjYxs9V_^C@@)TdE>~Bz* zyLU?)2%m93+r9e=L(MUmGxnF!S7NZS^cAye_wH*unt|^!^%aTU$N2$Q*hj_27Iq{y zzOW;)G4>US-o0CHK(Y3<0dx0mxemO0h4-c9cY)XTCD9$iGZ!0 z;XAuIpIK)3nig35ea()Qck4gS4s7V}WXBJonAw31`b~CVQ?FodX}llo-+cDzC)x2A z&ViX7f1v|rcKn47nAw4?!{_Y4+P;(>*xHw~1FP<9c3{H z*?|rEO?F^Y|1dkSb@)kkVC%Bt9GKbh7dl{O$6x4xnH|_Ve9jK6?MvB#t$jH=uKXBFedvy0b?@15=^bVDf|pd~=VFZd`FszSQ@d z>Wqe=!;bZOLjzZghsn=(VVLZE7lz3V8n%9k8MH+Db|2k<$%s5{VA(OpI`FVBXU zSHUVZW@MMu6zDl^xoOjnZuXZ!=ulye=`w7^SeOz04hS=z-vMDp^DAiS=_xy+$Thm= z&aO_@@pfw?apJxH^N7>u$DDA~Xujy_Ei9DGJ(r&G`TVA|y`_`2hP9{q(vw-AJ1}uN z@AJ2?2rxBqHuto1clOt@whiE9=T){g;EVTCmfiW~X)a}1`!6rla3X14yqsNqh5z%c zm9v+Vr@gtmySZmb0iPzB3P+eU5`OhCU9M5=* z@Ezcs?e0Q7cS+JP}!? zUy1)${&55rVvfYQZpMQLj^yTA6w`n->!gVCrTE8@UTo#tx;p-|T)MLLlVVVB#>6=^ z?(dI(JQ-h|iv$7OZlhaPbA$mnpJQ{>(AR<6N+>om8w9W7|HPQ?Wg<~=IDFo#x>8?i zmHx-k`2SvO8PVx*v|`GF}Mv!2jZ{t0-Wdj7gw464|a zS&-O(Rr=qx=YQS*{XX>$HOe6{>o%*tVDkXktkVC!MVKR;FPHCZ(N*?edZuoBR#F^tr_B}~#Qo>jOWY^x`H4vJAl$N} z!gwzYuxNabBrdIY6zWrXPtC7h&m|~i;aTyCLzB^=Ok42JuP3u>t;+2B$)T$Ern6Hw zM1cHYF@d(AHk_{Kz>C-sw2Hs%PdwDYHJc#~@93kw0Sc@1zn(#VZ;zGrM4O`1c*t4@ zZlX7$4q;in9>6Vt#^&$E;9`>Xc>>peK7T9y`*%I?f9rnxG>(a&j2u3yUQT5_Sv1nq zMae6#jy@}K6LTQ(UHwY@7a3ije^+KaQFSb401tKk6#GNe8`l}4u-P1! zCv<}!NXk_b7~Gly7DsB{u=H(4HpI)Uzsv$45zeis@_xmC{QUOUqVV6NULT~Z{S?~< z#>sbnkQXTY<@iU2WJrBVTZ+Gpa+I`*H9%x`Xw8zULA8etd&NS1L4{bMS`|?WAg=Q| z#}L06@si((KiGjl{AZ+IO5s0`f8)!lj?JGQfP=vyP$i=Bm+d?0o1x|up#;lFvrd}? znSt#ed&5lA)u4v?@z!~h13-Pouls6G2FSNTrgt{TA#2A1?`#v7g_?Y2o0=$<|MvX2 zXHae#d*MEqanNPr3HbH=zts@kBBQ4a&uzR>WLaPZ7>_ULD>bP?$$h)*Y91W`8=vUV zUE@pv_Fj5qA+?*46Cq{9zT*h&H20_zKK=9f|M!{orRNPXqxG359)kF83N7*G>R;y1 zT`=!z6|EBFJ>+#m^`QkgI-H*yyg>twhg%!>`v!q=1)I8KcBjCzjn^Y9d?k@sUS@}= zI|z){J_2sG{{8-Oou^JY^6nO}(&un$_0RZa|1?8L(>EMfgigmKLV9x?K%E}-kRrYU z)C$2l7q-(4^uzt9goclT)Ohi%2!-`XW73DRW8u>9*y2fz4M8e@dwxFCt-5o%ZtLhwsB%{XnykNu6AuWT_|F!uMy*?Wp9b;tJb00O{m;Pw|&t!bb(S5H50qXoV zH9;3rqh(QYqg=ztIYn;;_$7_KtV_8_}0spe%ZdPWJ7cIbvt3q!#X~n&CWo>DO%J^ zMh$L`oAMu`I0WvW5a!EsjRUOx-Xf)GJcy!;jb*}nX=ra;dD`m3-+wO{@Sn4w<+^fJGZXlZQP74>|w-`L=70)F}G+JupEu)zv<(r40P2GTc7Wv(8$KCFt&aafe3ECd zwi$FZY@Zzq7&J#=*N%XRiz6&HwZGlf-J8UHxDN&)ccZJJ25h0=uej+m6~p zO#?ZzDoXUab~!F%biwTE(&i9IoNj85u?GVud4hTuUV%04;go_*5B}%&EuZ(lJ>q5@ zKd5lZ48F>8s;#{43+Sb-$`q*_V8h70D?tS_(%MaL;-D02Mb%4*uwF_^Tt@cmP(lKOu$`l?i z2YRAMmi#+g9HU%20Y=KZ{rQCcdDr*rV}|=<=PaQnu2(x1K_Ym|ewq2^RU63E#B0T> zvN}I!#fb1u?B4^8@ghfpGhKn)8=(-qhCxsjVXAgbr{*8WpIY7<1}AEB$Z*21f4_u3 zu+Qosmb%~olO+)kJC-x6=BM-sgVqnpX3(N=!bbk4Jzzh=9B_VQ0!TZ*EWCpJ^Z5JI z>(8I=UyNtl#%(G4Q0tvNA5TXv;@Y9)mGg4^>l8^Lb2Pqw+(DGFW_(p1WAkhqU0~(Q0Q#4 zg!ETbO>?b-LHpCJjoNpe;RiqVE;4v_Rh$Ypom9M#Y5}8O$B!@QxPtn)Sarno6=1MA zA3C(N<9|M%H4Jz4WY(F%uxCxoso8;`K03)Af64)l4;NdN2d}m-IGevBpTHE7hmlh4 z%(Dl1XHOIz%pL~_K~^y_yeP`0VVG=2l%cc z`QZn-)$=VyRU7}UBW6%He*|AN#~w_TOqzt!yZ{N3kA^q-{qyGAxEzA()S70nv43Ya zt*S3@$mC1zig184SN5sm>#p|i#%PvpN|_mq+j=H?EY$&AC%YJN_vi$u>+bK7kNM}V zcSNMBl+E6lLFJqpfroyF!2B#YD!suGme0o(T{x7v>iUV|B0QoaX9+|5&NZJA_5$@g zPsG;ozXm5%vKcE6|MS+X6SW+NV$YdDp*_u;Yd-h_)y?XbzC;d?bA~pdMrZYUu9hmG z^bVI9bP(mnJ5g%~j2Z>bF`SzKdSufGbK~ zIsVj@9kD`p(f%nvB-Cyw{=U5@r{#1H%e(&K6g?HAccnTBY)`d4>AfKw%DdHZGZ_jVM7_4Oe)$mizCIkY%ee+|;L5#m zZt)G^^Tc^A0cVivlL~p!>v5pUq{|Ra$|O>i9bQdxiv-@3o+B~q=L2=mJJoCGN#VV@ zQXSF?8sOl$g+CE?fWmcdN;O^SNXK|sbOm!DRJosJF{hRQ>YVxQinGI^L1)Uu9B~=& zCSv6vzR(R?Dn)SYIr0$sdfHK-dT%Lm=_t5L%Tg?Ppc@3zJmO{@ZTRi{NK7;o ze=Gb3ycY_8qT@M*bSirB5b@(cf?HSpJ+r2e9YJ??9<3sQ^sE!3#BF?FD1mOx(NAk( zo%N?25fO5r=VQLxp0fp1u~kMXlg1(Qrz$jJ3j$zn)O819%_ML_`(ya-hA=pcd#n4d z?&|!%X=%@?`p^%?1q;7D9u^AH#1B)S;OzpZ`o<5hMSeg3AC0m0zrQ>OaOhe{;t26U z5oMvJU^Nb`*P4D5Fgu0x#RwA97E{8!TVs()iJJj&&w73iQ4*+>YyYk`j~eV)u-L>A zcNfrPIIkDF7L5>Otu^l269B{9&Ts8*Nd#-eVB?9>Feuu^Ez4a~29y{tDLVN)2H|Go zN)zN)5W2^g?L^D`;Pjj)gT|FmP`E);k;mc*xG0jR-|Eu%+x&I0F*;_?je%B0}A^SH1ZrifO=e}yY>M@ATuCUW9d2rdKuBYyWjO7^;A;1 zBPZ?y?_(k|oYztiBUTHO_>2H}MSd)4F6$z2ZJy>QRt$kNKuz~_R0ROURrzY`CqcHx zjttWyeTYGd5I$L*H{5-=I*bg407{`f?sPL1Ao$^Ct?{DJ-}X~GVyG70aY4+Q9OQcC zbMk7mf$$_G>=bVza!T>kr-c21@cH3%{Y%=(;I8rpLvGh_7%xDexa)8^P-gQbeHz&d zwwphYJwsT8oSysC_ukzf);HbtaCbQNKcAof^!oFs`&Z!q@aCBBB&x3A&uJyJ-&{n= z8|^iGnzTt!>lOdn2Xt|I1Sr{LVU9iH1}eTsUL~`Ii)^BRhT6WYMQNXprniU@J z1_B?I+dtslLbm2_8J7o>z^q}2!!KYG*_e`AA$t`ERy-b4cO;)hZq*4*M--AmdV$^5 zIZ*;2ZC9PJlnNmvsK%{7T)PG|RBl#h8EphA7PZc)caI?&skgev76Ra9ysMe|rl$d8 zmCCLMRN=7s%AF0#@2bGP}Tdww>E6tliTpXpnK_?DeZ}c+lvC0g>GL}5m zpGOA0wmQY6I|>0w+lj@5ZNxBp^GV@Ld&xnhuGGGhwJkvAQC9i%KpaB&_M(Hu?m&3k zpN{yYRx+?+lFyag8x9{`6RaGIDqpo8wrVcuyx`;y!z9UbUl?`0eg9_s7@qQ`EY zYgN4Y+x4WIgV~LH`*YyK*t_xS;4lI|j)*(c;lPDgM5h(ar;)}fy<93~Vt8-2;M&XY zIDp^{=_Ai~uYtE!WU@VOt_49G4&r$1ZUbA~G#PC#CnCoasB9jF2EyPYH?5=JCIi-t zCq4U(!eJGgn3&zsa=^a!l)Ph7KVUm{S%=pA8lp3S)ZE_h4{7^!oA_go0eM=|x3mTi z!CHHg6A{9{&)*!a4T)~YBw&{t+7?y#1`&Myrg7oj2jIFXe2Z=M3q&EF>NYPmCDcuE zNNwIG4z{>k>%YvVg8Kqa&G?gS0{&|OepFH;=^g*f4Vl+Mhz69d1tp z<@hviHhmG0)GqZ^#JO7VB07O9`spLk)WB9O_aqnDbKI?xk1+tAx$Zomq!9%!aG#l% zzCQxmarbVzMf>Ep`O8gwZ?NgzBp8zN8xmT0gIJrChQ1TTfoIOtEn3n|Bja>KK5}WK za4J?)Yt&uS`x8zgCYe^R_>u$Qt*3VF zQ@Tk&ck_;Wt@&Y)g;r#3yG0qWcr|3(Owj{487mA=Z!Sc3cG@~mrXQas(lc>9*B91TjF1awl{3!%RHT7V$}Hau?cR^>Cw*<-@i;x#V~gW zrBB?Q%kn`OZSPRfeOn=hL6kkBC3cU>&!X24_j2Oywke_4H_LV|A7|~|y=XW-fbtH~ z3`QIZz}*$gBtOCq1I}+~3?ZNgPHHo^kCx%XdlMrsW!94dsUr^`GAl7booiXmw{~!X z({2h%#@bK72{#U|Md=!ZgZiNrjei2X#?g|A|E2)2;98dZt7Jg_R)q((>sCHzgoEQL zHyEq?Djse--rYs4lnL%opWjAsh!RR34ma2U2~d75+k1W1exFl832cy7R2ZXMxo@?M z`sW;RhXskYwmCz!o2aT)z@g(T3&{FyUOnR&5rKKrAy*%~8jc4qT`NkvmQ$qBB zUEmTKdo4apX0$#$rB4b38-uqQ?qh_v>I6ipE^Y$7XNfLL#XbQ7Vo{X%88rx}+|kr~ zM-$+z1fG2~ejzwC*KIMYo&j&!j^3Fzd-dnZFFcU~8+}-czObN}n zh5L@O5P&`wP5uiOII!i}X)Tp-TA*YopZRnH8#J|~;P&jI0PztH&5^MrurED!V0bq( zAWvR=VDO3s7RYq%t_k1)j8@NNA0^%gAIEf~NQiQfG{TGkoVy7y)b#cpd6InalxtQ9 zk1+#o7itd;VQXC#pUj1##?H+Nu=t^$^Xs{EkOy&jJa8%Ct_O~qZ+74S5?!5(FGtHE zeqkY5>U&Srb@Ep;!0s`L#deYpK;baXIoxV;;2<+UHB_?{|I!l?`8jl}^8ZtKNwIe& zBMhqUo$vPKSe5_hIaPb`!cG2wFNwT#h z9&RLkU3hFV1B8)K6=tYWLfjIu3Dy>TP@*hn^dPJRiVsXvpQzsd%l^HaDp_l(KMxw( zu6YrgQ-a4O@px2S>@Y<^b`wt{J!rX+8?mQv4Xjhp=%)9e0W2be2TaGgG zK<_ze``V@pyv~jln<=e8yh*ZO=1C+#?!mCsoVs5|epH4!%*#VAD z5S1^|&#-$MdD2AVTw}-vjUGL{e|aYZIMyMUd-do$aI_NFfwkd1@{BiU!M}tC5*J8% zrs6OFR%bt&`)=K!IGbHi+^!m#y0Z4uxyo4RB8Z;|qppHhE&VdBxHGUcYQ%{muWJ>5 zfU;nOIXe~}$-CDZp_>gjJZOw;pHaZ2-OPHLdQxzLE6S{&o1!GW$pt4g)DzKW47L zR?iP1r?u%RwkANz1Ly27oXZ45y&;E2Z&1QPs*e2LMglNYI@G?svIM>hu{&+hSjb|O)aO%7z1qweYx0zm)w-_a> z(RiNwv|%1)Z)aA>ma~3nd*hODkKjwA?JW#@)pxQFZLe#-=1U^GCRBeqmMq(7-+0vc zf^y;U8VA!*@)vv2@7GzK+Oy811Z{6SQM>9(ZM3}vMZsqUUN3^F;Ewk=muZ05zE{Ux zBsm~ot?leZ23FuvB22<`mk^FTX+LJrLkVWJg+?7aS)gulZ)F!ZFL3akd)c|aADBlf z9rhb+K*AYS$|nPpp;Dp;g#}p&Xg{pmZ5(+PGI95F%^ybZBQ3`@Q$A%hr8fz7a!Y(V z9FYSwvvkOY>Zzfh8qd`JYGPpc$TP@Nc@`wllHPuHoCxf1*lkF0WE0G=X5F>fZzEv6 zM-+2~=>y0dWzt~?SwPNpz1#fh@&-s=KXmJ)=0>0-t+zchZWzo^yChb=Y)4w3+%|e9 zo&W=ME;fWE6ag#N0<{U(3@9?QRC?E=_pz4kOAnq6ZND53-}(4gU457Z6hzBk9QCGx zbx~f?QQbtq-!%8GWmXX!&$i8w7Ww{jS!TVP!A;pds+q5DAP;)NUilD0m@&wX) zHf#L)d|Q>%O2A_90nlixy|dLM1(WQ?ZCcap&@G6id6NJ=AQR4eynQb&l%+fyxal4t zP^Kr`e?XcZwj33HeRLx;Xd){JPCwlXHpqC9EvD2VG;-SOeXk`zhKQo7lD&nXuClE} z$2kL@ri*=~QMB4W;gi$1obVGM7pJ+ARZb@8z9Dh__A^S@Q|+rhl1d18{GWHU#a)9R zKI{q8-~9de(O2@eEK5Dhv%5A&1cMks`K#khAbj_$ikSCoFgildwqu4C5Y%3@ZH-(5 zFRYb4%zcvr_-6-2z8_|WdxIx(yjysI?=hpq(ve5t(I7{??}0KTzXjhNhb{@u+sJFZkt8XR;<^0+{61Ui)GS%~X+Xr-@ zCo;x9DGwjE8Rv4PEs%g+$8t6z^i0s!JnHGOrTw?I=S(70C%S=)x|vCMZ8cJojKE&0 z1eihX7#E&h0J4c?NZrXY;B5582iHqiujg1h-#iz~Sz50$v94eLDg(@>-klu$yN zDRuJ=e4ufP_ifs_5~!t3uH8iR>-qVo*ULZMKM-DPuyqvueoYk4K#qUxMpQjSoW|RW zw9)U^T(e_1Cdk2z(o5DUR!MH@LDko1Cb9|n8A&MpwCq&J)s1IS^2+Pu<;Afwcr_8F ze^7n!wCgh}lsu9(;m;sbfs!+;T^0F-KBCU&Lz00zqK>v#aq%hHnyqMiZwB0GIe&!- z)xRcWQq`z*1l3=ZnAjraAo~2-=E1yeI+-Z^7kkm`fuqlCm?XH-_!_o@+)TM>dsq6` zbZJqQV~Ph7yNSl}mhk{iI(xDZDlu3|<~5%e!3BgOL=TS=||%`c;KZ^C)05gcz{X*V+RkX7~JBaDS4@y z3rvQbd6NA?5OOr8JUU;Z47%K1#xvds!a2@k`&p9Yz!bUel)n@nwD(IpMWxe&==W{5 z$RR3#ukbRP^~jpQ+c!pXZ>-AU(Di=NrYZ~@s)%^PfSf>1u)a;iX48JL_~s5!Vn2(~57_Br2@15~()A=NZ^kn@`SGqX2O zkW1@m2U{}op#w6sakKFqKx_Q=y&PpZ-0QN5!CQYET<*@f(0ArJh$N1m$TcWO2)8~t zr#5i~Cg0m|t;(YuTsY+*Q_08-*_n7~)-)6UwtovZQ?C**@<9T#ccHyS{7WAcb(BKA zQ4}8NHZguZ%?TEFYA3(H#0z7>jNk30mIH9=a70_5ARN4YW0GB24xHXPY%ZdT3(pq6 zj5a>_7@^)!R8RdW9~M?=64k0Uf%v!~o=n1Wn0iU&nbQ7o&`io%(DULsn5Eiy6i25V zp<$TkWZRerovjbFnn+ZD?cy^%Yqv7PbE=G*e8azgeV<@w7Eul2fgHI4-rN;}02s>A zYfK5l2h66!`EPi^{KlaL>O5|^BW~z{kgy!sluPY->4OZU?vACeZnFUuCxA*oJu$4x z-i{|IF^9-K_PrE$`U*@KFO}{xx(^&4?>=j=z7#6ZhOp08Oo7)yBKYK`!+?X{dq5|l z5Q&W`NWE)x89u)>%_o&t2O=sg(psgMppXu6i2Xa--{y~7W|O71F)z%0D@-~p$O}ld zO(k~i5`*pdFfN8unlLRq% z@St>nwY6+7;zU$t7a&pq6IB+}URyQ+U%Oi=EvL)jh8?N+9NH70vz9qC`p!6Dk-J?) zmQjJ+ZFQToP053{4Q>~PeJTL?^q`>DNoMF6ayex~#P9R>r`Ml9-9P-W*Yo1nxKZm7 zHi5L(JV8;E{B-yA=d2dID4Bs`n1~`x043WM`){c5MZf=cmCAxA=I|Ai-dJxc+fb$y zC9~b3RS6jyLtR(Y`o@jK>bWTW92Gf*!X@!Y*HkP5}MfJtpLvv_*iCJuF zvq#bPzGH02IP?;2FToQ}TA%d-@S}9ZeKSL0;AT;JRKapH93H+e@rFPUG#?}@H1HIK z49p41q?sBZPcGI%L0%NT$lc3oudD>FGgL-S`w+nEA7*a~5f34Z$Jf2|RlEvox4L}F znrs8-Oaq_Ozr7Ai1g<8_rMv-YbYcEx=U#x$vTa>ETB{L1MS~qTH4CA&Q^Qels#@S0 zuBkrY%LapvlHJ(1g#xfvJt%bYX9g}a54@h8r6@#0j*sL>V zxIojHowiMzgrM=^C%%r8OX~qI#xWOPA;^FC^n1yTJAe$+UKvRhJV-Pne9_jt2l*g_ z^HPAP00LE6krLY`p#A6}Y0ar}Sg-q*KEz=H#Gbs&LO%T*oam1BGJjT%;P}}xZBEF8 zVHa49W+N*=*1owU`h(1HyMee!h3D_jw9^lc)pPgoG}rC&X0~ka>oF?z$8Ca2Gk_rtMaDKtWFSz4uGkU##Ez8)k0fV2w9_jMlR;aLP!p(BV!Q zQeY?U#yNTg4u=N5Gl?h%l;yo7op{VpjAv{7mcrj(um0)v@=y0KL=n10Tk)alpUeQuN#4`|U2oa9sxlR`ilFpb0T&KO;iKO#VYWA*&N*I)(tk9%<=V66I!fN- zUDVEdZya@9l{WPb?a?ei=@(KN1vNETQS!<$LPRG_YdgL7e-<|Wv;}a&mUUE;BOXz-XA(7o-(ePjJCH**zJQ% zYCdYbT#;(K+6ycwd8NI5d5(cK(n^p@s?>T*zd9HMDM2`AgmJ- z@~{D)xH2%r0XFs$;pTNB1kxSqEAlrH2;@Ry4P%up4E-TZ0q>Vnjl1J;!>I$P^A_P|jYWYgy&by-p6_Ayy@rRtj~} zbJRhCgY=Aiv^-R1pL=AwZ#y6>BVpNSCl7ZW6>s%9Y5^AG26Rg;6rfAz-N;HGU9iYH z7_&Zz8Xhp5bAFyRj$GKa_|&B4CUn5LW9Sso503cw;;yA^gKNfh4bL&)LK4HNE$plW zkSV{Xbe7;gGHT<=kyTg++43Lx@CUU5EyZn062n{Jz$2oh5@s$SzBgfC(OV^`@wilZ zmPH-R^$NV)#jXGg>w_efdL%)A3dzxvwDRy(GHt`4vKcr+I&g>Jg90p|Wt!YtpbOZp z9ZGt5iW<5zF{LGrJVjzEugTK2--OlAH(ET5=>b$3yOb8#+Ti_8rAyrlpMc&LBGwN> zgmBy7y+pRAb|iD*`GKgLb?{2r(kvI^FpFwZv6H~ zMd;0U_sPp$>Oj&wdOd}cJY?y4pfR|1J8*jYal&0i9@g%=*0`u{0b~mg5_ z@3+zFf@fZBvX^|Q;mNV5jC{J|$fG?5g^sQ_Az{75-1Epj5V1b8wm72|iq08dE{cZWRuSa=A#yMu*vhxg1L7K5IdtOr$#ObOB53nE%y9={=e9k zW)^Rx3_p?}o9KPCzzgRSJW9dx&?#4P_=>9(@IK=8#->>wj&J?MxO2_|423G%gb*sj zNn)2m9(rS7UU`~uzLy%FcJVqiQoH0|Sh&ZX;G6J3+;%2&iGCn@@k8R)v{uN*aj@6< zIu7I=+cf-w0Us)5Jr(HL)rxGj8Pg06sDn?5as7k0w1QSc;!-E`t*|P+h`LmT^SAkX zxA9ZEkd^|(D^GGGpwR-?ZjwoyQh{)`!Rk;2#SXA%?yZLvwKPo5j!VnBrw5*nZbYP$ zc0ea1nX*6;ePFqDB7cyZdTG8h5%Jmi1}X1Pb3e~j2QRH@T(l|}1+lcRxw8eEA+3N> z?dwiLsD177c_O0);Jr_iG+Ct);d{xtLsPI8Qul;~uEXgBA64`2Z06exUzm;(Jm=o@ z+y0TEk-sDK)TYj-bA85ANVe1p#Ay$9jNt&*&36)qjYGwoO%9K_)@+u&(m8X zIrfJMpx;l@C+#xbB2kCZchMYZ4)Sb9$z%n#PnBoT>!Y~?n#n!(wJ81R^OhBpcfS7| z+uAl+C!E`8d-oRlzLVxh+tVr`ku~)ZZSSJZ*~*y^w4VCu^`wP7w7rgR)xx@`(Dq6v zD+LRCwV>?jC_Lxi(22HpFOM|M`7yM;9*NwEQpOS}e73x$#H;l?p^rzNa5AwjIGi-! z&jyv?*vIVb?GCbl#Nx3vBefF5IdI{I9KRj7x>q#RMN}CcHESZyrr8bdoq;!4r)lB+ zw?pv_i<8L11KS;|qHn%$dRUjwf`esZ8@W(~}IM+h!# zdWh6<71`W0X;}LF_?sjYi4VXq_3^^dzU|ObMYN83ksokgZe{;?KoMpVR}1m%)dXaC z)Cw=jbD|h0}*DlPIWM`A$71HuN^RI`bQi%APIREfR2DX`;7@UX+LISyf@}H!MI|H;W{ByaKE%7RV9r)CJYf_?7*Q z)R4f6e>_uq0y)|^MONE?6DFkp586!hC{78qL6|P?thn?(NTqc4nuq%cAf5Vc zstA+&$kshZ0u0S{(0r&%gs-&~zz4(PbjKy3xA0}=cE#VHZ%;j_88dQIgt(N4EbvLx z0ZVvi|8wub!$ zvpaM^uZ!x1x_(9YX3Co9@zVR7ru;ZRBCmv*0M!rS+<(B#j52lsxPq5%%WhvH-VvD*5EO6ky*xjSL-| zE|`^U@KFbZ?&9zk$RtjjjcXUngCA2Ib#ZPmP3SEzHFq~Q|;YW+Y?@8}*kN0mt z$u40@T*s5|qvUIek7wUD5~AdbgeknP>+4Z6sT8BRtjNmmUs|>f2d5}1F(xP=Q2M;N z%a0D7LE9_8_K{Jn(oK{;*i_p7E|5aWXiLAmnwWpDn?I%tb3Zv6UBNL0Hx&a&FWuFF z4>up@JmIMd)GS-p)M@F%g3w7*z~luu*zoY%Yb@Xsijm3-iC!S-yc(@egI2Z&u88vo&?XXR+5GW4!~M&yoS^hl<*+q;nwMk)Q~-XP3_I`A;iR^ zo`~DC0}2}V^O3m>0IlqE-CB$CuyF@V{1ZO$U!K2(Vg*#l>&u`<)j^)y{71g)_sTf@ z|0R8v-n#dg*X;qj6j_vH!?@|V! z|9$3c;buz6AQFXxTSN`dc4wVE{Ba1O%at6mOzMC-2JLn>xdY%#U;ljiv^>ll5=h(1 zBo5TmH`Us%(}T>db9l^`_X7Mg+SGH;bztvnK2t*l72tcw=dP8K9(>Z!ESLVs4b0^= zs9jaFfF4D-H|zS{LGIwKthm^v_v3`}32TndBNiooR4v;dz!Kf?EmyX_1QK=Y@FkK5 z;A6J)>#z{s80kX8BcXyoG-}X#KWa_|c#-07D zII1A?qPoKeUVT_o;wkEK#}lkS)Y4gT!UC$EmEv;d^8(CPuR?IWxgbtd>SG4>PskSE zk?h{?4!DNnU^2b!Ymk#g+jUTT0Jga~AGF*|38OtWnd5{|!=@SB%z-mQh~(Mst^%Y3 znka4)HliB{_FUial;*i7$3kAAVA`uDUqZFiwp35lM>B78(#C@h))WHr(-0~c1eMsP(`%y~D3-pK)H{%_$gt6M}%>`8l z0Pp;c8S+pr*!tqUhT&3v(SU{B9WOc{UAyt_0Gvq>G`_p)qyE6sC%13}x!F>}kDST} zAJkGq4+TU`k!cuFoMTJg5F|At$l>1K>co1{vdZ-M)XPLy#Dyh@eMN+@l*%DIZ>S#eF|_-idgpf#-H;CyB1y*2$aM3lC{i1_g3fU|MmLw zvwHKV`$yW7yJZ+p2bH%U9Xms;ZM9Ld6mE|No0}d=9?x)0)UmWc$@kxdQw2$KqGXuX zccwk99VOq=J8T+f)rXSrILkg{F-7l}_?OfSj?19&!yBHD-#CEYZ&_K_Ne3Kr*M_0L zuc3XXqw7ZpwEbe28m!eD&@$~vyrh%~+TPpTx5W2Xq3taz+a+PG(Sfp$@9|(6RZKrh zZrty-)BGMKO5VgtKvGqQws+>iI@y7x_rsR$G-<#gJb20gQf)~M7Jg+3=7eVU3|i?! zn|4MW0V-|KqOw~_Pu>XHsy52>>G*><7nn%3#~Sjt<6O|CItW@FrY9Uv@ItH8L8sr2 z-~;z_hNU$ukDz9lZs=K!x4Xt5iXAr8wf@2Q)n*t-d&g;PP z{%5@66dGXLhqJE&*BQWKy~wK!8+^gZy)?o4e3o#-s0uG|^aH*`Zw_64%mpc45XXPo zh7Sy0;-x%$*#S>db<5IRnF7Q*WpqdF2Vjl3V)a-S4V+<_BJpschW`9PMiuWy5QDyS zTTjgn7+7p;okKAU488no$$I4>1%W&5dfP2Ooo}z!PVW6QRRVdt_Dp$ZJ-(}p>G^`VS`?Uad|7kGRuyWe=) z0;XxCEKU=70|8>KBG(}0OP@c>$6IVM2_7`kl@44UfCu)O znnk^!gu}Nh&at#o!&k?~2@h=_MmkK{sunJFz=+Ve5{KIZAY~%`y`PW*^eld63%q|m z-?}T6ogV8fg9>N$+ufB`&$lNCun`l zcbv>ZABKjg?(`5_S`Q@1z4BtUfK+m%c(wSRz!+D|&!T|~W}R)%h=2PDS){ultRwaS zRuaCY(6pQc16g=_17`-{l$t|7F)kH+KmKs^>Q!p!U38a|H)j}0Dthx2C!zy(aBh-e zxiJ6=cVFxjAXI=#IMt#dIfB!0W^47DHXx>@G0O)uf`p$R?co3oQ5 zjmZLV#@{lY(t)T zw|D|S$c(2MZ2>JBVxC!;cmc_6ZVMt(TrjLlKuV~80U2Q=ONZ?paQ4ZQxD5Z-VAs_% z^IQr8FwXcEkCOx?>?l0-=-CVvWa2voT_*<-;wTI2aq$i~?-4LG&N2Y-j)=Q8X3E1o zwPXZ^DL-GYGF5XHZrNJ~`?|T;4MZMZ<=>xPFaLD^qGJ3bPn+wbc*Qkhfe#ze_4ctO z@N_dUKDUY``nMPD)$MB8i4{OJ7F9`yHdiy7~4 zvFAeD8(5!`SCfimln^ z8-m_1TDEif_&AUx^;DJ~OuI!k5)+h8#=B|4w|j{5 zmDF9q;{COC&zLNr@a=%|?Q6Wiy7Tw~=S%ot{lUTkuNFLDaQKF$o=68g4x>`f)V=~t znSmFwtOlUk>rLV9(Uj0lj+3-Vhz4@(WH4;uA3=--cRcYnZHJ68yBu$C?FUVj8aodU zDM15Gld96#pU-d0e*9lOTE(m8?aS1IY737w&xM$Qt}D@37|aczFO6gM?Lc+lH1n*s z(pMAeUOspG%zjsJsawS|gvbJFm8bZ1b$WtB{*MAmbNJv8lSsYkgQfTzOpG^bcfjeO zZHz}HUjvt<=75XA0}#(syW)L2CG@c7GHc_afqpkO$=GZhL5@?ErJXw54k>PKX(lZ0 z2Nx3dWCT1?f(1mTDJ@YF;Qz7rCh$~k@Bg?d6_I(&oS~E{Q?%DYW@U)XnKEU{tU=0< z5SpY!C8sYK??Lx{{o#Q%K0H|OLWUDtK*=hvryUiY@oTF-l}{Y+~;&t7}) zwUha7X$uJMg?k7;>%a0d1~oPxuSX)mVQMFUfZQ+U!m+L7|8(F;?qm9X|S%ku|PjX-%_iXEY<5=^p3^iH1H zwq*QU$}cF@O$}9?b>L%RKm2PFW*|yEP0pBA7t%!>YG!-C3#=<6L_NNw0nIJWg(wj_ zgUgk<{m1D;7k7Hh>^9sAobC_ zfhzgo(`rGtJ2Wu@y;`#H4QUiQgs9!KiaoxANWyoEk4bBh75is*KYN6Ioen(nqS}M>z8MfR;h@bpsS6*Po&NCU9csO8?T)nlNg6Q1 zvW0yr&>3*4yo1gs4exo` z4g#@Ra{H&K{Q6wq=XDncC}D#3t=XJb8hB@qX?Ox}7xE!gAmC(lCG0TWF3(=u0*DDy ziH0qeAZ;Y8W|ZmD*GEf@zh6E6{Oa;C7_H@@3Bs&zq)4c6Gw;CUYe_GyUAl%LI$ud( zZp}J#!yH`}f@H^bSYe(=7O_5ca<;qzO=mrL++RlxvtHAhcrUO29Tl4HrpMEE8DQ`x zw|D}!GyOO}E7FW@GnB#PXPfw5n`wN)@LPOXcFxyR9o_%qfXs}>JPf}s={`L7nK1l{ zI-iJf*@jtv>7L!f*lC1WuQ3>p9+=djM)$|3d_#vJ3&U?zbN)^7ISjuK9HN<$?e*a1 zq3&dR7b{S_F@CDv)&L4!&(@(M(*}nW5AJ?mqy>X1Ul==6c>wi2n^PXSTf*pdTeYj+ z9059adWnZ9x58_ec(wZWt^sxrw?5}!u7SkP$E1&XjDf&5RjSOkc6cLSW+R&sJ)Hjd z%#XQ?4jxN(x{@>7i?rrn_ggJg4QCWr#a%D$1XK_0U$a-KK(>c9nNy}xz&A5+i=2@T zTxHh9bA!POJZ`Z*&v8N*-nY9I;ykVic4-*qZakm?`|;H_)780xN4|_!J(cEgKmN7S zX;UwdWyDTuZoV0Ati6_eQ-2KrNZ-syCe;0k(R0lEHjDuGaDH80gI4HFK0892NdqU` z5T?8#YACZY$k#dH140m!m`1d#5|%NAdL7u?4sMpcHwxEPgnlyNdV*WUS3KVihzujD zwL0)qEv?>QvKdfvytvcgBI^5|#NylIzM$q?Ceq{DZ#AIwE6NKRkrxqwcAd$4h!{ z6>mE~9hi4Qf9vpNGk|Ph^M9Vc7nWbN?BArZ3tTpCiD0aN#ls6y+_@bxk1sia8+r~@dCeRjTs;Uh{FLWYCjqk>SvdCyj;YPM#J zO+6(%$(USo-J1qpk{fB6aOy&M#grZpI9I|AlIn+yQ(J%r*F`FpZbit+hqQb>v2yvc zj>Jp!2I)aNkzNLiy$8UmN&L8%_w-@U8W*e9U3!3l%RVQSQWL&Onidb8as`^M%EUgF zmeBQDPIefJH=t9N$KSVk3lzS-t@w8MTF}n-^7ciOD!5Kb8Lud86vW&ouS-AN1{tch z41X=4gT@D>JbB#d;9IWONi2Q+2>Pn*sUhD3VCQYnft=TWp6U+jzStswS?{pYi&w2k#KhmEn2_4wtC;&ChOFj%hcq$o zBS-V8@QL?f)-!foq)K=+g<1coYkYM-upYDi5mGp9UHBYx|Kx6^>!wal6?FW?&PV(2 z9oo}KjNw2q67G6h{giKwK5$l+cI~}}dfxCR2NG&!2)G8`$p)kD zJBMCVlQTFmh|ueAd+qTc2l5AMlD5azfm=H@vs@!fpsPIRhFIY*;4+VyeIwg62$F2P zGH|{SsSvs-Z?-iH?$ci*s@z@-Hg6D$s(mJj`rd578Da62KOc!L?|-|@@P*1COjH{R zKNr&QCVPrAU!M@lK6&?(0u;R+Pk7Hj4G6&Db*!GU&@+pIa=>32kZrce85EF&Ra(CN zouzspde6r2kT3<<+3B*4%f=8D|H*bY($Ygl##LT>y$6vTSC1n3mK@acv(jHlN9(`= zshjbG&r0Co^7^iK0bc;QX>FqnO8<;5S#+1K7b10=%|g%a%YsLh-k9S{l>mFPFB3D7 zl5pVD9hJQ!JfOu}pQct;5v~v3=-?%*3QF=To)xOf!lRRG?rDWcfV(k@TMqP#L-B;e zWw}16=YeBeC0e=^U@_@2t2Sjr@akpf#VfURF#PGwlLqm9$jSY*UAwY!;41u3WnbAE zFsHXILHSMz+)sM7dJeTOY(W(Wjl`>zuKuV?TmbA4H=?bE6NpH@C?%T}h^el?ORjLhE z;lYy7to(*BQTxiDfByWkRzJ8!5yrm84}K!430_!5bRBb$g%3M;5@s&!0BPWHDubFN z{LC_LAMsEh1X48YP57t?cO?fM8?rC~NR*7wm?G*vEWYiiuh0pm_BMPrrv+eL{ac!}9nIy=TpGK_S0(jv%cYr$y1pSm@ ztD3aMAU;Xp`*v?#khArPx2n|+c*2q56KAF-aC`WI@bXm}=-zGbX@v|S4X0^#>u%44 zujYjJx*li(60E{cKSdP6>*e+_4jNxU$R2PAWK4q7FC(YRJc|*^{Wl&HHK#-BrahvX zjjw>SwNOw-qck*{#`TA4ed)0br7Zb@x{&6Uys z->Kr6ri&yDd82fCql7-#L-J))WQ79Ud49ihXEy46HoE4}FdKT92; zWypnv_g##eHr9jD+a=Sl$4Vf*fcA6CiZ4K_Esn9Ja~f0}ECcV;ijV}Bq(>y-S&+X% zm1x4U1cZg|{7}Zf9iF~>M5Orn%ID`_J^uXa@~y+K$>6BO+z)zuRi!Z~SO%SM5K9X` z3+E6=m#;grt2LKn@CL2@X6N=}@|UeonNuD_W8P1fUmgCIwXz7^{#D1iPzQ@C^tdXv zitJ?>Q7_G6J$Z0VQp$AlQg`bPr8SrU?13} zqIHsRvoh3ob$fX{$qa1U%$Al%!vq}^6y74M#*o&*Vx{t%&!O1XuT4rCt-v+n)Rq~U zSCCRh6mHYThl5iS_2(jH!Ew!+Q^(JhA;R3oq+=3!P|)auO;LI|7}&?}#1StIC+QC| zZu+nVyiK&2=u1?9pAKnuT|T4^Y&?rHRIkcH1CDdoDT-x)kIq@TNcQb8zGu7fn^tV`oy8jTqd2#l;-h-4WHtncoN^A669d zgp|PXOHpb8OmpBch1j^ynMqJIv*js`i4)1F$<;^6k2&vy#i)|;iV3~lF({h zX_SfC%HM~ot*ZLSxls{v5Q+(Xs#OCs?`xhOJ1q-qovBpslu84a*Ska3*h<2JYNb!> zWc2|{YwE=&)O>50Ql(UoYX~Z?eBKc2Mh{iV;eegQ5MtVKltXDvE);rek}Ses4^|Nq zW{)?Oz>f2)2JDN!fUEWo-0JsFgU8#-A~>cC5mB3HvMBE?Xm*&mir%^eh||u7?)@kU zUDhCXCr+{W5*t;jEDpK75M88|N(Fuy4 zsORW?*_~ekoxMumI5mF(WSr&aZzp^KA68wcXL(kD(4D(&<7bcsZH4xCb~%)QoSA-c zi`|m2j5caVo5{-ao%1R178m<&NQ2b#f4yh~Dzh#-W=G1w8%kf}!^?L9`xe5u=Vv7# z`Pm~K!dp@K^OgoCx*0XN_XzEVmVLHBn?+CZ^I1lyD^e0|a`7{gqR4cxcV`})xb^b& zj7AG!bckrm*Lew@ZpM%9Ta6Dl%x(T!a`X$>w1eQq6TKqj^0}Y{3;7)Q$v>*oe^WVl z?A&3xVM+pCY{eg9&sn+so_{LXO_8Sn3m>@dnOdU;dLj=AT~L;V(l5bNZW?Jou)(K{ zhh7qn8Q8_XXwU;5`94o4?G<3}rCE_r>kUD7y1~x1O{nLAl%a19De8K`VzeSjAqNgi zD(#al4ltASfqOmvErhrgDS}DE}%8u=anVz34K=!zKKKoFX2{-ZYnH#n# z2IgV%2gj8pp$rd4^YOJ zQ44mW`Emk-w{4y?p)+7a<3Bx)*Gq`YLzf5iw;E_yzC@R&$+}tsq`#u$tDE^$^R2C@ z>yvMP`U-p=lzo`<&DYN#k6so?Vlcy;pK@E0c6kmaAJAA|ys9-@65StT|9Ef8?05M9 zcaqS_Mhw5&8eAt*C@}o4@@F5Caw|o**A1cB6PJ(KkJ|b|xFigU^6$Owd_xb#yx9#cj#C2SL~ga}OMFnT!#Ap4MgiQn zJd8Xm{4H?h2v5Vx2g}m=_1?L_=1Es!M&FsC2 z5YIXO+KIi5;NFM5BBHa!Am}c2*U`BUB#E&noX0o@iWc0IY&moXwO`iF0Imeo`xF-Z zJc^D4XgkdF`?DXj>+I{4FKfZ}Dj6|(gU3tqpJ0D%AHx-XSe=vWTkIzcJ_K_;ZcjqR z`(lTqL<*E(SH4)RR5~9FcrRb+eNqA3k!EEcEaHK2bFo*XdK7?)Vl;2Edk^RqDBlvp zlZLE5Hu8o`Di+e7aB3ID%K$Qcv|8SCi7;Yz%e5`I1D5h_Mn`r~9{Bjh4+T%yJFNtk}VKa%uK7I;-qjj(IOnyJ;pSwU{ zG@OOtdv>(B3B*E^;K|bjJD!5C+RanQ!9;jhbgT}as}AV*PfT1Cd=1jNCm+<`IfpbK zxTuUD9|M_fn9j7?-vTT*PE2W0QA2Y)vYU_9QP1nF@NbiL^-=%*{7@i7XH|xlFnAu= z!}jPnJ@nP$=vqxk2_EdI7RhnrgZdNYq6m`$pc3tJYrM<@@9Xt9GuJDC;FfFYK0ZAl z@rk(o7wt48xTe52=;L)*(9NwY$oCBFcd{r`h)INTW`oqnp1lXbJrCNri;F=3^+S`M zOCg9WC_iMdHU?@ZT}`kYzYQqE6r?ZMQbR*J+ar!M_)GfFQsP@m*-XU)e&{%O_42Hb z5STMpZrp?Vz8KM-=mKsg8t_4a?}`l#AEY|}D69L3Ja|GCTrm;A4LfJ?X#+`jf@5+7 z2KquhfUM5xj_H#$3|PS;6_kmUr%el+DwfYFSk9h6h1=Cs?_BY{!+Kx@B`hvVhI5 zoTEGdKlY6V*EK4rLZ2Z8iD*IF*>>TxB6KjTl%&)nfCF5Q8~GI5DG2LlF1l0j?FNS_ zc~lw6x%y{VOBR!#6aaZ`?m2*Fulm!exGC#h)4)B^fV)ZFX~=Yt(6*Cv45JM-o!2lwm>;K zoyU7o?OD1G82~?S6wO zf{=%Ybzk1<1+wu7B>(&rAth6zPq9FK|KagCv7u@PAc=T{_iSepqXeDp(ov;bXJe7{M^h7t38bA`G7aElKonm)5$mp5(j1KN*~2V zzH4aus44&TvMmYd@=$uTh__5J8gJQr9dWL`f~J!z+*WqnfqDK0dw#S(P1Hyrgt;H) zSTntWaT`6ly-Q8o9_sa&=V#J74E1Hic+m8~gHv2yZ!r8?D(Wh}v%Zd|x2jNIqDD~p z&bPlv-?exj5DdRe!$NEBrbeUb8wo^g zjIejd+ii3pM{BQkLK8o%T^r=#7^ns&Xv-$byEZ{2`soDW88tBZTBOG_y$^JikW`fG zWFfB!;`KR#;^3|^<84GUd0^ao^@MstGCVHx*?(6|JJ`-};&i&zOR&uo&zn{DEF!T> zW7b|Z7FKb$5h+qU05^y{`bv1{pu}WrIQzBLfMab%L+t^6NJ5Y+oA*ux9PfKI;LT49 znVx?p^PD9Ex+0Veqr$w<#_Xqh*srU=9eb7L+RuOM0CICc zz3wwx3~E2THnCgwcfm;4*6J2Y8c6v#p3nCRG1@QY^}pQX30(qusXl%<5$@Q0qE#3O zDU6Gx?y{#Z%`wZ52RQ#Og%+Q65NJNYU9Zs0f;7#vvHi(x1`uX0_srI0r$6e!2$I!O&e7J*BYxm4Yez+gV+HW2g z0c6j6=ysIS!UF3{9Kvbq!BE~QaQqD)+)&q+`l(C-K)55kl!6a#MS|}1;;VopzY_nd z(H_utn4JG)b{ayRs_qdj84GnoG`(!uGr(r=1_h)c5t_V8v{Wrkp zNoa+{@yp1`+NshgyzB6+{MYzfX%B!&o5)t_=d{p3J$y8VW%Y{vQ>~vmmL0Vp`IP9M zun|UKKy2;duXU6jnq&+SwTw`J9v(}Q*WP?k$J5?Lj9vj8ezr>9CY%Qb=0%piELH&P ze9Fe$BD%qW7v$BWohl4huO}qxPUw^%WIeAu133^=h=x#bcD2~Y=yz%Hsd=6pm2Vuv9F_Uc#?JO96*&gik zNwH%i^*r&9j<(^w!`q7t{*S_;zBIC{ljNgJOUS!(B*u! zI7`1A48Kxx*JBAR z3=Iq0bwFq=LNY?80yNVm>`T@~0P{hUzAlAPaMs!_+lre9u&|}k=pQcxC3&ZFcC^PJ zQ71M&KhWe0xsruDtDDK9Z2dHF1mrUxiHvJ1e|LKk zu@?cO_jLr(QP+@`khKVYmoF5oIc&x;5(TdBtu;TGe+m*tibiN^^2079`a+?EwTY@bHIA$zEa*Vxc#qwpdk+zJGQoyS8 zc8x3e^kA0G{KyO^1x(89Z@HC74tm60w|*WU26Dp<4@HhBpuU$>7D%Ey27H3gn%Ua2 zgDyg~7xdQ(QM)5CdNPPzMV`zG+8y2O2i@rU$+-ltq2l<~NTIwSsOn<$HO)K=Y+KzR zRP^~Z7~dEA(P3j8B6Dw0A=%RhY7Y}~+XjSy$Z=NAQvXS?=eo7BjY-FfUgAfd|3s*Rq*2u(X|72Qk#@3E{F@$u&cRTXQ~ZrM)&^6{g` zg{C(El|lLNOSOey6(M_-V#QU2+vxBy$vPis{MBkba_|NSV0U!t27&MvwRMtwWeEt{ zIZak4nGc+O%n21bP9ZzXblYQh9EQEs`AvLvp@3As#cbg9I3PaiKG;07^7)In?RI#u z5hZ+?=y2AdjR~}AAKdGhK@LMtbDud@fSMnUepKl8c?&}Fr|ph}BY>pk^tn0nQP9UP zBJx#;2XHcV^GDq(1j0u-@hnxYBHg!!Bue@Hp#I0h$@mAa0^SBjMm5G@$P(i_n!O_n zFbLan=xe+M?A$N(f@b58`-IywpHKO~FMVe-PnU#%scs32<02Elnl6Z3w{hk2{p#`O zSC{XsC-43Bf)wa{g!Q(7Sd1d`**cNDZW^c1Wj_Uj0{hyRXnd)N-UGH($I$dITxHB1R%2-T{CVe(?``T6 z{W~!H+LF`N3%wviw|_ZVVL%>{if%u7>Z&Q7!U(#YkK8*g5`p2Du>Z6tVFHHV@qin~ z#X}f=Mb`Fi-?Xm`-QLe4%V&EyhTms=wL%sa<7j$dwwQ-v6g3p^rSeMt$_~2O7?dyL zQNl3=t;?=Slz{z_@dmemGQiZA%rjRk3)I<~ZUUkS&?BnrV~TqIMc~j`o7Zbf0hqbF z@5RNN$mdUV#ve}xK(VMPsXaq+z`$#QCz&}EJ}>2*-Sr;z{ij&E5|I;cfgO(^mnq|I zgm%j@vDP487%M{}{?PCo$Q;|`Eq!4U3|7APMW)*k_V=fXDrl)-T|)H`8%aI{c!1uF$$Al|~7aJ2$F=MJI17zx0akoVKEmj-}YY2+(`4_x4o1j3$owg8+n zX?_3I=?X%*;qLJ3VqeHw>)@E}6bm*E9O-%P6%5;VnJ9$#JqMR!hmVk6CIICzCO#cWA628`DvZgK+kD~>0jCp_f{_EEy46TS}Ny-a|| zy=jo-C^>BBj&`+3TnA(_nz%D|mVt`7d@h%K1Y8upc%a*51WZbMk?>vP0gPhneb=Dk ziCC|`QeOF0GeC}Lppund!&_S5;fn_z4qTTS2_Wh-X@-9l5btHd_zrXJGQe>!8NW_(dJ4l zKr?v9%#)pD&@g=!hsY~Z&`Nlc$iSo`r+Hj+<5PVxP<583XLa&0pouFa>O9O3EN4bP z_evCk^M{Jg26M$ASF_!{&9D2yB0Snpmp(>=a(r#ItkXfT?p2StylN)cOs|vWn^Xq6 zlN!HlnYfDNMw%YAI_m>_cU%>rOi2Nj zRiMv6=N#?%RHShKogSuv6Y$#mUhC?+=Kx-m6CQKj2vGMp9H?GXvts$wi@El_+DQqM z0_M()pJM_OeaS9PBV2dUJ>KXYgB(1usq#R$FVq)~IGXo98r-nc)^6nvf>u6fdlau_07ej} zB931Qj=J|NCmUQv)G00>X6EyOnu&va+1bJ1gbH|jk9z{dN$ycG$@rZQ%*UA@9e?$F zK=R}SO-Bmm{)5a`qT?xBG4b}0;l0ZtsO$TA{hX#Wjr2Q>DW|wTnT}^ELeuv?H$5o1 z$sZk`d)+(koRA7Zmm4Bz(hu;Kqw$X@HP10^!^C6t$kiXboF~!r`SZ>n&vCtLdzndz z?oW$NDM+=K99Q9<#&nD@dD7`j!gA?`(hK<}i(5 zbbsZ$w65(#Fy9?QrujH6BaWl#3YRahFB!+^W1i3XW1f|L;i>^Lm@{5ew0)Wexad4U zyjM?wn&_|M8X{vj^9$<+%e4j;y}&5>t64o~CxX3RV|Qedy7P(|bS@GMxJGddeC-oE ze{H`D^tc_prCIbAD0Dqrcc-@ygqyV#-y^t&NKaO-PW3f~>~~ZZDpKswdYR|%*E|k= zv(FH;x`LD5GXJ0dW&9nUt5;knP3Z z8?|FhVHmH=P(d@U{;zTu>23)ifxB)HP#%aT1CK2I*n0&=!P{-2G`S_6IQ}7g@$H#) zlq29_v8I!g^%#P^UUOlug+4npg@^49Ul-@{0>d0K-7b&=N?i*nwcL*WBA}{${|!3@R0qWgk}c28V1jm^nmU;D(J` z+3G9eL4x20e5*@^fc;G49el2H8s!v zn^MQX>SI@#>#1EKhl|g*=-TxE(F4iFeq zUo(KLf;Obj-Try`Ivvxtgp83v*0AO#2RvGEyYI%hG5r)!dv}!n=62lq;hbhcvg65K zu$}Qi`W?eg1be;4=#c0!p3i1b+0Rzw-5MXzn)yaz@UaWDZB_p?`uG+&F3zdD!>b5f zZjd`}a{4-QBqYmrHMtoyk{@*IF#6}^`_<#muP)!cH-%!9t1#;wqQ=QwiTi(?AC=i% zmVbhJ{$PGy!(Oj>rt{)?homVwf2nqpIIYg>j4m_0ymrRi9J5|x8SpeSgUbX>pYQia z$L`D#s%|d~zxpbd%}EQe`JJ4bZ{K;v)h)aU!!P!FjVIG%^Ri|Pzof2p$2m2f(EJ3h z@692L!|*$sD7xlkn=zXH$9XX4+j8GC;!ryU3?#P1FBf3~M-s|-p0!N_3rD+))w7d0 z^I4{l!)nG0eV|4!+^#vl8^K<$xqp|8LAKTcQcCb&lF0D`x~4KiN{Ky!4{=4C0ag6C~%|2`yl{!n(+tCtc8Xn%Bp!rwn+>MHG;I!&^y0TQ=a+ zu%mfh^c)Zyw2ClIz|fL^7wVgheX`@_GH`G*;RwRfTum4%$2AM!CtSK z*rP>p@SPd-d>@jtzWEqf&$og2$psfE%IVN17IO=9q!Oiklr92mj%pR$>biyq(qz8k zZ8e4c${Y8kDgN{GZ4vOAA2s zbSmcyylAA#AdYHquPHo{8#+K9{mC(T1yKUpeS$HIp_x_TXJ+$rCi}C?_mdm zeRqM8k-PQ9BbA^~PJ7Q$y;OvxM{xfzhXuUwe!F12t2@s5{;prnw-X>W&a>5XA82*~WvKi1cQV6WE%@ZNd*4l#qKMeRm6 zCA`6vTbFI@s9a!LA!a(D(@76okcc)V|VBTMz_v86vN7IpKtCc>Y#|id&&6T#sj)8h}biAC? zk=$WB;)*UG6ui4>q5$*!YDe3FA^r1aX!`tlessLNzSC=?C5GP+(;~)Cs@VKu; zz1O+Ad(r%2uh(3$q4%;-#PBD zUw_`rjE73FEoY*qLRK#k_j+}GY~QFc>buYslOHq46sgdB&$plUCn>QJl7+0o#NNzC z2B4+60`D@p65O^<_${Lw?)>Gol{J`NPZgF8Tw>*l-HX%Te82O@4%RUfYNL!???VA8 z1gRcqJtf;+g+H$1UaX53I!PWm#{+}tYPPz+E7Jkuw>_}Ol4~Tkbc7I0g-;8=W z+KQ4ISN{aA`{e9U-!rOd9?`_(!qxvj?eF2t#HRB3?K!6!4%ff)p1`qRK6O>qUivw( zXZ=l0B{5w4JyuRiDl?OXm;BmlSFJMwn+cRjbvG(O$%6IlZvD9OQ96t;gP!^ZdL?RuZ{(anyN!$8LrNfbs;$X2UZSg^To-- zU7t>!j5xOkhkmy~E2{-RIro^8!woAn!xj7Ih-Plkx?OEKBX}0t{zbU{*|>p=LisvA zJl0cQmSjtf!;fZJ>e|i|vM@juHVl&+0)5RdAH|<4LAq91GcHHm`H8Ng;{xFYRY(z9 ziC;gA>z^BL-hM&nmyvrfeyql0eC6};&lZ3F>GAig%XgUbMf2A8y*WP`pM@TDDVNEo zar|-~&+XLU!@gGrJx<<~%ek(##Jn#)kDEX0(+;LyR#!pe=j-Q>SqLlGz*3w$U;g8W z$%p3c@gsWE=|R>!M&J%$cPulD=ee5NaI#tN2YkpasPFt_H4P43?;c^>&3YMFWM=Egb$lNXRaImZK<&3dq@xLr-izBYE(3 zZf+nUtG+-q=Dzx0l?NLq>Wp7NPt}%V$Vls?5Q^)cob?08qA%jXo9b`cl7%R7_@PYM zch|L52KsSNuKSRp54w%aHl49lgz2}Oh1^c#+RyP8^5_whD&+7hbJg5~n-B0l^?$rY zG$VIcw{$9t$M1Xq+g{k^`S|m*TyOu=^9!rfnpK(^H96RF&zG-J-?^;AOZdZae#(qt zH%mBX{~LQo1Dgm+?D#p~8y;R*5Z^tmAhjR%XBrk3Ok$Iei)rznUzqqiZ;v0*WuJVx z705t<)jy_vU4_K4Fm?=oIc%|Wa__W%h<{M!PTI$Y%`c|Eg?!-QwI4}MrmSfM}o%zr>Cme z@vk!o#eN^$J#{i``T9pJ-tBIaWrw=O$KRVcN&@W&{NpTf5|DsbWXOjLSH1}u zV+OT6QTS#1axZe-*5Mfa!zj&gIs%Zr@ng2fu8&K z9?OO2gQhBtapIE~S8PAzJf5QI`Dq|!8NKV;^VQ(^KL40i!qlkm+12~LvJ=AL2U{NO zG6|inc)ce%%x^oIvqqc-Y_BCs#qw#Kb7|!aN4=jY77_8LY!1nys#G3z_yV}L?KsCzF|_Rd+4EQ1 zjcnt9Q-`e!EB&N_lc!*78>b}v0LC+2HXOjw*G&J8bDlh6P?*1|x`sy%4AYZuS(S^L zpT}9NB1|qX`~2AY{?+5puP)ywrbpZ}Im2kbF+0JhuzBn=x{Ph_rOG!7@x2@nc65Fd zdt~x+KLchzUhMYC2{*U`Dz>5V>mwTXbZ*c8;rXqfr%vq+8AsFE`1gkd@%{LI+8^h` z&Yv*l;L{Wahbb}q+7k`Ud?gn}^Ml=9^@Cm7xhH~X`Y5?8HEAG*-@@i~=bSpGfG5eT zEy=?~Ky;9*&fv`qkV;ol8n3{;9>dlLc6qWuen;aFCmbo8xw-zB43Ib&Z7a$p4a1b4 zZ8&-X_xY3$JajaXy%Nx$(=u7|iV}Dw)Al0Cp$PPwu-<&?cpWK|^d>zhIRV%o_SjFp zpG8PMgmb@{ngSoyufBbIVfpisN>pc|;6-*=Uw+M-Tt*tGAGjf3Js=L{1%qrlL~!TZ zXPv97h-^fmCEcp1tS~u1$xwM{fBjQnR6kX=v&eVF^U*QO*stK)1h5tM(^Z|CLu#7j zICD#E2TT z0x`%uw~@q=K<*#Uhcm?{5dGL;(8+MXj=+8t(KK-PBa@s2UnsdHNY^YspZgMQZ=o>A z4o@CCX}M(D8LeFnd?&_?!m}IW}f(N^Vb(x=U>RpKUw;~sHy8|E&zRFU?S&pr6te%gh+%y z;SneF5$t2jlM-GM|4;JzEA~aA@1|@dCII(rnW>v_TU!6w#V<=)o^e7oH?@O<>i@p} z+XEYK92OUZpw97;U$(-M_Fmhp->~@x2js!;6}nZvWl8-1Yn$F2y}>s}EdV24vFF=u zTU!5~t|q2}*Eyjrzlc{c!@sZpmFh=|q_3hxPzat4E>v&}-?gMYR0?}iwdS~BPeW$W zSyr(n@hjzTrR_IQG+wN(=Y&^NrK{f#3oOa+MuVoubjcjBi`{YytK`owAA466-u`3( z=%v#d*Fdbiqd>qNz@xFEvrMz(8{$ddS#>VKu}fA#qDtIH>4{#vFk7PJ4~QvTqd zM5DDY1Ct*uh5v(&$(L4I*5tYQUd;rvKk-ui6%>AmWZ-7T$~Uq3`D;@A71Tg((wA+L z!Z21_%e1mUeaZ1_b~pX@RTFMF+byqok*jVQ7IMN5p>eI; z`+oj>K(x!VoVaoeyw$|2z5k*7lJ?lmAh>l}ngepiG#X`h|NQyf!K;?T?Qcck0j#3z|fh&~qC9{Qk)ZMKuhl1Ymj$ycBqN>3sDwPmY5Y87HKnvS;*h zT>kyA|Hhd6{v5x0y!_SW+j841+!hhSikIJ8c;WBL{KGfM>$v_h{*Tt!@%QhSa{_&A zHAOJb+b-3A;O(LGuN9d6ixvaGU6p z3Cl2sCFjF`lh5dKK05 z|8w$%bg4djd5;mQZ>uQ15rvzt-EEMN;L#w2pTydB`R)GSlTY2fspB;2`zidY8N@f9N!Vxl>7_$F4`zaN5i4dM)h7=P=LaH)x=jRB|6gk2Vgm5h_hp|ZR z|K9w()cE^fk3YY`L;zSn>~AD0DaR$YFK{d_Vu3cLLG^RYjA`f>ZY^6k9& zPT1dfz~DP=OFuqR#^x78$L92(F6)-zzhLfSgT_&EZ0avHaOSJR3*~+JG^=6zVfnjV zx7cy$|1>|?{XNBd2RdIfKt<=T41`iUan5fxee7+(YhuV#=pUW~|NH!5^Sj*gQsdQy zq3-474Mgyy%0>EzO8@{x_>LZKNoIJ9zwsC+ zFK#}NG&^9^kxdAzIR_t<8vV`(u>Jr4b$O}z<$pcj(Rr*8>BzU$-8)>tgC)V zU)(;}@%NuA+loDs;oO3KKMB)+#@wBE+l;XJ#n2b$7gPI^hKHSjqzCM^F*W5~zx?m- z#O)2BbIG8AhwilZ^F06g*IzM`{~W)f{O-x581w*JHL>UZr=XS;-%kEnj1X^4Y`& z8u+B9etY~+cz;FL)g6!6zZFzn5*gh=Qn76Lc3*E54?Rf+GlthAxzB#S>jCn21?TNh z^Yi%++%h-+#{9fNORYTdi?p-<-2c$x5=@->u=BNA^vvR z$<0*D%(s^7b(nmJbN5rTy_Vfr{9@>T^!(%U*x1fT_ifi<@%v-^QvG2|GNsLOJvX5*7Xx&7#P&Qc9e2GM`+UnS54^|@IKbZvtc48<*1uZ*_x?Ja zTwC0IX<*_;COwC%KVQ5YU`~5#Y0?9j4xJ204qtvg_GJI8x4;`3c-xh*kM7OSC!fIR zF>U_GU0{@I9W9^J^7Fac2+C9Yf@mNKYwUs34L_fJETS8aC@ORV={Xi<{{H2EU#p#s zUG)V%9rVpSc=fW|&-c8H9yjOS{M9{xI#$R07U}Z+6aU~^4Yi%r@RL!vMOX9BmyiGI z@$y%f?{uplNA()a{=CbLFYHeWuhfvzW5w6y_OcWn6R%wwBU&0B^!)97;AP5(cOf!M zJwJ;%-yfVURbGn!zfU)Kx^4d>6@0j5&M0sonF>p8+;L|{W2{HF_JaYReS>%3ENTkS2RRezWa1Xte-ImgCiJ3R;k_YHeU#I!%53@jYU*VdOm{rnZk^~}3y0|AV&8`U2O-_W74vUheq&UyDD#x_s8LBlkqTXO|pz^M3ICdCPg*t-=D9k9ldwn)tUoj+D5YL?%?ikk1cWZ*6NQE(;q-@ z!4U=y-{oI_WB2!OmzO(UUv%4SOuYXIWGjB?R0~@Eelq{IJlOrq9TKEqx{L=m^kuDY z5Tjgj+`gB;Alb~_3r=!quF-$7{PjKT^Z(oBiPW$|eGjLARo-g8rW-^{%4bd^P%wLH z7!XkRs`-lj{Q2scub&OCdE&tvq_3Ip4N)v9-+QhpGs$!PfRmf}Vd{zApFZDN?)dwi z5B%FBYI*%L7Q1#k&i!~lV(i|E%5^o?aSbl%#|ztG$KStSzG7HzqjX`Z=Vvkfm(=zN z_aQ@A{9@<}`NS>Nlu3U+vAGVAIoowl!Tg_oJmO05zg<)9ddxcDNFBK5<(M4(?B~;e zl=%2dg4>N?4LL7+`>oPn&Od&2|95dTBzv>38d!-G)ma2({c`q;=HK0@YTE;VxCyYmF1TFbn`WJmQr`qz&kJ=IK+fhr~h>PVKn*oe*Nn6QEFNR z{x0zbpzR?Tf9X)+FK55~-C31%J70qBX|y@#!fyR?^8M=m`CGofH*ftct*FR-2VeEvTE*1&HK{MNv44gA)?Zw>s`z;6xw z*1&HK{MNv44gA)?Zw>s`z;6xwY#O*|!TkqI5$+KdsQ)|yBP>E!JDa zjZnio7Qtt`THSVyy6xH^TM~6!Qd@FVJ)at$8UgBmJT-bXyxmOrp~T9{78bg?5upq= zHp7)dD4&Sg%;x1>dGn3w`F#5L3O)R7uDTP5nWRh(&4+F zS$kJ_v&}|8|cFISD66oll{?SJLL#)TIYUS>R`eFF( z$7=Zl76;u9I-#m;Y!p#iLjCxUVE_3+WcbHH?~iI5n?K5{+};1Lf>2pc4+WApcQ=m+ zrT9Y?rtXI!E>M^T5UIhl^Uwf@l;ywhhq~jBS2sMKqTGuhKH~U{!QA^EbPyXz$T9cXdDLq-}f9 z%gXhedAH764adBT<2TRa7g~7<@IqrR4rayJd~tvf+MJ7+e(@$E=q8KKn2R^UI?qB! z_)AR|`omvpvd}FSZ$gjqjvr7^PO>kLUb=g7TcjDf6E5 z1L`-=`2qEt=j;+z*l+Hj>1t(t!1aKW&60D@;`kqU&Jy5-p0hakJI`4hfMwBzp0jw9 zB|K;GMp)-r=sAC>$wJThOHCGf&f-n}<2gT|pgd=B%Dm_NfcnjI7N^pG^BgM&tNre- z2c1k0Sbp=GP4kflCsN^J(Mij~DD@}6h2DY-WWq!zT;djVm{}w;;lc&b@I|8%ZUe0T z7kbB%@P(eSBz&P);KHd<9AyvvMJV6A0GC4j%>x`gzPCR253RothrX0s zX!#$27FvBFhz?`%g#`mT>3(FqUn?vZKCVA{!E!@6lU#bQC*^OSiLP&<&RJcHTfgdLPerc z^DA%PRxJLbN%VA$qsi|;KUjHN46#s~-yyzRdHb#wqpL-xg70vcRh~t4`W+Ih$Awz` zF>aw=e~eqG+3#@cP_w}IMbyOoU6EqJih=2WG*9tu%Ki?uaPozCk@(%a)drl^zBl~1d$-#7 zgXO+AGJcOyKdJ4EL!uB{R+K%75$?n{}lS8L4O5h!N;>-vGFDGFU= z_bc_^JY&~to>-Gren#R-h#xb`AHsh0h@W9w@tNdj7Jj+?i!Aap7{96V%M9`}{HL*h z^nkwr|7iWc0RL$DpTS#JtiGmg#o|A=(fwlQ)g>I(ih>>sbye~-c~ zhJLi}FCjl#_V57T_t2ll{Lzws0{qd6e**l`g1-m;wpRav zUa{Qo=`BC)uKZ?&E#EEnd)(?8|6l9=-%z;vd(G2`$Na$>{}+HC?Su#XZjFy`{Ao?T z()V}S84ts&{g=-h9{AIEKicOHVLw{u4`Dyr1`pe`Vi`QO`FqU!Z4cl#?c!FTYqYzH zU|EfZKRyL(*gtA^l}&|@X{$}_f410P1>sfoOP#L5ej4jXjs5}XM}7VQ=tpgS2mPOu zPL{mu2nZ}lEcsS0PXFhC({G2I2$X3p_pG!Wlu`QEiK&A!r~ma2Wdcj#6^5nQ%72sz z{I6N=UHM1AHT9JfQtMQb1y>qirQyC54eYB`aC{zy|0d3f@b8 zln7NBY?p1mO$myDlyvEe0!VVpTL+SZBA_rhajrDy&`;lKA|POqX1RP@R2h6vS%riI zSs($s(?MC+bRluNg7w*n@HP1NPml7rOCEr!O-b{-;~EI-Yq&_fcNUGQFKKKK9g|M%@bHtLnJ4FbeP8xJN5$19-I4W)gD|A(svE6n8Bs!8~QD zW7{i!bTVMCH}Rw}Y$uYuBec+N;}nMJR4Cek=~-(!8jMGe~R>@c)H{8RK9ew3)b zskPw6M(B;wW+0U(Mo{5U8@GW9C=%`{OKuiK9I9Clo~Z~x|AGKP^LCjv_iKv&bU+y? zgGcI-PZsp%D3PvdX5}Y>5JGu)z+L6?8vM|ss-`}H18~$LNtMG^9reF`!RKZ*joLm& zy-5}w#5Py%I#P4)9t;XSbuv0+`nUZ-zdciOYZg1u<&JlHeHKD4@nY$3nl^xADBTkR zSt2x4Gn_^kLJ2CLANnOR3n1QnU7D|gBA~Wi^nkSATL0(g@6K%{RfeacQBNffS)ixX zw4NtabU}GEJFa%iTK^xoA?Dd{N_=n$PCEj zf%KIuu22&bLH33~vME6t6zp6lMw32+7<|cHmU!kc|J~~%hz3O9(T7j^w+z(R%&$bY z?fl^oc`$p}OnAc30A&bO$_u&c!W)juXBtwY*5Io*#pwm;VeqAEqK)3*AX3js-NEtZ z3pzXUV$rx}3R}R|_e_NQl)4hkdcUG$%(KW_ld zPO_wSy|wW$4$&8#9!Fqx*#{7t3k%ve=$paZndhiwp#? zvbFYecGJ!6wK@Qz&l4joc5AMQ&;O}^{$mba zeo=a2c4qH1?l~>3c{;4V@iC6yZHS6TV%Tx?QL5xXlK2fcx;j{RuTl{Ojy`z*iAeZH z5gh%m`{KVpDSM8#9rhf=@%szEG)(sD;OL+6X}3&u>r>=#{40+XS;CIs<$XVOsU&8S z0}h{oEwZiRsL(mtc=9$Ws1xT+=-84X7dP;>q^5>%QR1zBr$v#3sXonhS}~Acl%jvu zpo*LKs(v0=YB;MX9)TU{ac9Gi*`f!dA3A$744}ulF!IXc+IaS@G3;X9hlAik5UfJ> zTpNiKG(#@K7gXf0tHqW+iMekw7$~n}2m9>j_m^D6&}IrUUimy?SRfpoi~2~2{0}{- zm%c**j_qx3L;8ErEtZ>f4hQyv@ldMiC`Y z7;NKw;Us_-Lm91(>4`u(t7Xzi&)Rsqi{PGJwt+G*NU#}U&n(cef&5pWE?r1^v-d(t z;@Wt7^jy~9C%pr3V&byd4R%dLez)R4ZP_f+{FdirH}c^>t_LLb2@g&k+6g+@Mib%H z!swgHmj&}Jq_E(>?%>5+B#5P!i%u?{490rDQjM^2p}D3Fg&o-F8he<; zM%;U}%Tz+WGYbM)2yAE5MRvVlKJzaTFFlCptzl zizc@keAA?Vk6khj>s2;;4C9l*t%;;gf7^a>i97dM-{t~^8Wys)Oi45sVwJ$5L<%`6 zEQ4eZ)}!EeTZ-*=Yz3v-@W4aD`w_-wn^*561SIPXhE-(_u9=_Y%a%~I@d$7<7w@7F za6ldn>FPNRC!u6(W5><;;5GOiw0S%k1WItNa7s+%lpbPOFzIy47(>m(lj^!YomgfC z$`){c4is+)$aGZ0|MvVk4sIw&YFVl0as$U^c!kj$mr>L8%^M(zSuQ+h|Jr&WilpdT zF(v{##c96rM6C7C^CfKW1|A;*$$^MCoD48A!jt<$;dgkLSHI8QFaGWt$ z6UEU#YcD4628k`xVH{sq;k;*M{~y-_R3kTe>yi%O@Hfg?eROzvQz&9C3+&m5;~OzvOvzB7!qI!|2=Y8H{&79gS%H}Q zN|-dFMNe~b&eeWphtRg0F+eSYSS@C5EyoH$4jVJ2E}abOMv4Mr1)bDj z+(&$Jnx5>$UJHKq(GWcNo~IpEi$bi$Pg_&!dr`PhmBSKg4z`JEuAV(q z4LX};dU6_#kerr$UO@aSgbiRZM?#9$eBYnrrr}-ZrTb7=^66Qe)@j^4f1cNW3w`RV zWkv5|C`7B#1`E>huF5O(T|OD7B~q&rF>0vkxohJ)wG%aQxGK@aF4vzi-c?JTFD0QVV*>R-cOy>z?(lBm8BUW zRk_~W=tD0NQ#H2HZ+{_1Ao10wxr+*@s`-2M&vGCYC#Qg=X;yH1^uqMCDlMvuA-#8L zJv+3wc#Upsl0u=0S$x)FLU6L7)B4>lDfB$#G_aYyMxq^+tx+T2zun*nA~E z3)>cScCW-|>Am44#_pQX=D}h)PvN{G@6}Rf0wajrp3lkc5rveulpWz&*N4hm;iZpi z4mR9fBw^a^S?g77ccxr z^tAEy%`KzSjUObo;r!rq9L2dVDg6G($Ek{>wm?A~zi)2Fkf{6(u0AQwuo`35(!lYZ z4G4}=9x}wy;UBDA<(PVL_=}xMOnIzoIR4p%&((WaU*Y&>wvycA*10(T3&P_sLJGFv zXvQl?1X;`R@~UaFE0h=F<<&K?SJ_}7gu{#a%jZUN;N?Ahjd-irusV)^G$`01`Gh`> z*7F#jB8}_D$zzmKc_hE<2#%kX(mt%S0Wa_KJ0G(&cG5z0rHo&9*KR~r&TbPH$p-9X z?A}=}TM^N5rh8Y2IU%7jdRFJA9C~*pXM>%*2oUwuaPps!LmYH(I{c)1&_K2CvyGu8 z*z%68CNs^)!TWC7dx^*HXkT1MtkSqK*iDAM=Od0sb=`NxyhZxahjO`1GOQ1<2Sc;< z1DDm|dEBw^j!UPIZIb`VYK_;(#l$(OpQj9~Js}Z4xKeLV?Y630qTxhyZ(_B2$+yAj z#hRqXdKwg4np8-0eJ2q2vSer++K;*oE?X=*3B$(1)*zS21IWDQZEF9!ULxE3$ByeSw>5FBE5w9YuDZyf#oZ!*Za@hLMkuU$sBI(LIG;d%?_CvSaYMC zcyP^8FtiylS<f?cW>vVB3Ajav+}d`1tqpiGH0%>iWCX zzwTdljTze~9r-QxR5(Yl8K>f7_`TC-mgRGD|Cq5!`q-6m+~Y3I#05 zOHelTqSVSOTN24~u$<0|>q;xs;JIKsrMI*(x+nbY%t+QNc!D6rnRp1M~OOl|>_Vp;pjIsxjLRo%fp6xyR^`udfdsw*eGS!e=e$ z@GMhycEf$_4F|2Fq+>qt9XtPW;Gre%Ir(=BI&daqjuxT@M~Rznn&mmr;&y+u#VCmjdr$FT`@L=Ig0}oNmDUSk&6}n!DK1k8>|_L91}UNruPlZ_n?4JzxH> z&(C9L`pbRl^fCeOB_r>hs*N`QXcLb^QCA#cgg}=}ld@eECF2 zW1lC977niyw?I;wX@sMBhMz|=9PGp4nH=oBNm-8K_(ejm*ak^jar|&|X>LV=0v!Ju zYmhNj6@LHdG4XvnmK0VTUy>Z|HcR2_1g7L{P3%-d>}q@hN{3@ z7`3o7TG~@`0l$Xr>-E&kXduC6!>(wiGSOW}`0lkxB4GkUHqIz+V3xYJ-?x1qP7kZ& z1yk8j+z8T#E#}1;)t(+`zFP=BpP4p^EE<2AV2VfBN6UB zqs;gF$(XlnS{KsE3$LvHsM*H+QB`j3otc;vWSAA&xA^U!KMkIn>lme3H{!^f2J2Q|{k=#g1~ z^Yvr7NYv!{d+kaGOn}gFY5tNP9OJ%~;l;mJ|6}q>CpfO~!hWW^#Y~q35XZU4wFV1Mga)IcM?#-4Wy>brEr_2Iw? z6WbRFuILJ_(!N$1J1|Tq;4&vpMDqcu`E4!v$p5Xfu?~Yf7D7_tvH!e2oM0zby0qVN z&3L9;`j2XpS3=|Cx&b!+fHn3FKFDGddi5=g6OVHo{BR$nhZJt9#@2wYsRu`pcmPYLLCy4Q2`g2%FKb}NkNGu$`@L;qdCb9 z$702a-de8JKhFuB#+DOoGA#xtl8`X|%V60Y*A16rPFE}n$7{yuC*Yn++c2UMjLcZn?XKwo?)dtS5!(sx`abzQg) zg7^Ec>ay~J3%9@ivoK+FPWeHrjtUptP4CNeci4tnj;p;pU$M1pnfzf^=mSwyRq@r7 zj$k*q#tj}+J+ya?zC}05o{gB$hnVN&Rh#E8ATHwywfC;}&?N0{yxk@R?e>q&Y`lFB zQOB}#MOj1FA7f2lwZQeun??>@F(GhT_+`Np?fp2IA6it%fOxHa}8nJ|8xcF_MlsenhIDwQH*^qvHA~~}c1Yf)D>$22dBTxSqjji2@C!yf3%tBj*I|@k> zm9VQi4I2^}&a5L#N4GZJFFAB96YZ^tjf$f_jXB8CTHS~^4g+%q)${pgYsP#2!Qnv8 znLO}k1eSS9`!(}JGZcver(Z+cV;|-Omqf_qIJ-+Mqy|!Mdpk?o1ViTAog$umd~j)^ z;mDClVWhNF5o^7b3rr=B5!~ltMvvR?B>Sc?l|^Z;x4u0qi5^D~btI>AL-}W9E4V>& zjXbuzmreaM^kKPLweM`E2iicEN@{Fj4Bw1Ti&_v>?anXc4be_CGsyN#Tlj*o5 zzj5VxO-LR;(|TmB{RGpV#D}lM;~>SDhef}L#{?wLUUfa|gK236`J~%Nu-cudgFL z0|_;_{))=SM>wPL@?Kcxy8HPdCyu{b@2vJ0wy`*UQ-d4F|5rQy{g^@OzNJe!`1&lh zPKz#v(*}nRo^fNcv`oUu>t#pwY^m~RdGX^(e^tDiwnYFa&+d3GkRy)jmN#Dgro9`8 z+g}Xr_F_Z!&z~OnYQ3#2yi3l-+fN4Ftub3J*uV$HUMI7@>;T+-R^_i8SJ*{JW&{J- z|R8kA$U2|aTJ)J zSu>un?$H>(&3nLMma-c>6{GL}ho9rmJ+l|r^v z4(rd=^O|$5nZP$lXuhPW&C~x%P(wMwJlRZ?M=zC%x(@{;NeB#)_ z9K@Zebb~d_9QcqdN3#WK-7E!;KVFo0+-v!R_|9erbud@z%INnNlmN4hjrosNlicdf@Zb z_=)zRJ}?vFcO!j~2PaaWTi-v{0>;Ax==t7Qpz%3>Bz1ugzFt|-JfU( zcb|sf4IU=sH~66IiyBLrNAx!x;|3YD>G9qJYArlaWcqR|PwHCxeNl^f-7KpQ%~hwD zD~_H=_B*!A#%!>M`ny!cPwbMB+3_je&vp4o>GLMBZbEl#DUgwV_ey>0clV+UEBV^_ z*(yjUR25dkXv*PW!sM_u_S24waBDSq3;etG$KBeQ54v}bBsZ(Q0OQYF#12K@ge$d| z>q4e@V0`{Yj=Pf>vYe=|tYO^+?bq{pwkfhA+Sy{3L#{k!6q{RZ^)G6nT`}7oCg!$7 zXiEf@>NT!4{6*}vzEA^6|EqI03x4_%n;TJ|J$03tro77vFEBu|pAQO9&2@#!62 z*U;pQ`GvUDaU~eSb)Vk&z5|YH#!HZXi4ZAWqQu1xyjeXQuGS!(DNehqu@9!6Vwdk3*+~5zX@MXNyE!Aab2|+w5nimHW|M ztq)`>lcV9MY0X}#S5MI!40v&aW&7hh{dd>atI^?pW@YC3u%KA5WlGfpF|8luyg+6T zdX7BaH&l`li+*|Z#+7*cdcRx&^KK{X^Pw{t1#x;nNrZxIwAR+E*PQGw5(L+QIpNa! z>uGEKlX&Rj-g{5`fC46c=%Vr%y{H*$J82`Rxb)3~}f7`XkM>896{q4`w=lI0p<=uI36YmGJmHpiB zf2;Obr9~o+w`H{baXp}iHB+9*!|%^51%(vV_2K1}zxdu|V@okEE}XPtSx>!ko^*Bm ze_iqQz>n<&1Tk+*-tAZrgo%fnb4%_@qFeDQXKqFEfc2?I4h%Vb$iXW{ZkT}+G&qmm zu0A1)4)piQ^Q@DC#i>lEs|hF3OZxEEA%#igGAL@9pH+jY8-Cn=`kWm|4`$PQZN7{& zh|WIPD(ws|r}uYsy-!1rYSSxXd1}!v%b;T}M&X!Mg0>_>wK?o^xouZ_#0e$%%(OVa znL`R;=;J=64{OfXoCvTDmUDOj=$x9yjRz$^MmWYVIq*y~h-RYqH+IFj3e7-y%}UgyC4d$x;P_uQ?E{)O7C#9Fe4}FUQWM zIYjonG-D|D1I8Lj_$;|r2zGGowl?#WLT4O=3J%!qg3}Vj0$Xjkke79kRqAstSSOg0 z)>${7CxT~1uCKe6kdrjz##lj@w=Jw2Oh^WCh9y0MC-DVFrG;H=syt{pM43E%5j&+UPZv>KyoC|DF_!k zlB!2^BvIp5nqdbm9@x3Xrm;ha4>jjcYKy<-fQQZI33cr<$lc_svPq{TT%WG>yvw=P z|4Hqibu&q<=wC!%{&I2<%3fp|bX<0Ve6B7cJ)1P-8(e1exU&YaXp+n}z74}n`q;E} zgU#Ws*MwN&q$7HCUfX?V)f`$lv$NZB=Lbyog68Lf;}4+3$CqP=%U}CDrFw(NtHKu` zW_v1Ui(5F{P3$^JVJEz@pVHu#%Z8yhN%;wN;=Hgv$l8WVMgZBH!sB^y4v5Q9m3)~B z$hy;I>cNN<1afIs+_lg~G26%=G~Jp+x;&)xN)fe~h94SUUvCQ^M(@1NJ{E+=<*o0X zdFKRkmvxHBkFlsG)pY}1({tZ zd=fA@h<(gGRiAM%A3}mV{B869`u9+D;i~p(Dz6~wamaJYt|(}{UfuHQt^lae?|V=% zBY~)g84jFv=78H9Q%mff_n@R5x79*u*r5Zv$y@&xkdD=+PWlbvAUE^r5J&S-&7BcH5=dhKIfsVL z*(;n7Pkicj`}D7ft#+I2ve_tBHc05#>i7V5(cZp6T>aPnN&Fb)1v z-=2T|(|q&4KEK#;8xOiR0i0hyRO^YJF~{$Jq{iA(4&R-@}lHKi^Z7c(QogE_}U6Wj7PsU(JETUuVrri}sVm(dBd@M3ep#xbbOH zZbl2uSmXHGgp7HIBJlDulSqu|4?o4>Z`|t3KCg+F_o$5B;{M%uc@L&8Jq<}0hTX2O zu1YKdT0W>y{=sw)q>a@~@9`2sc^efdX~TDcPsC%bH#r9oalrd^>n~!UdwY=3Yr6q@ zC}FSO@L>x1AI+7atbB$|zS?^Btlt^freXW6{dp+rpna@yE7t`WAnCqwau$-hMSjtD zu^!D$Z$8()F&aC{lrsb_mhfbhl3CBq4LzHd>OXdC0nPNN_!G%ZV!e4Rd>&NEz6uxlL`P2D!_HTCcTp^;qfLOaOTm~npU zdKnF>ZlyTv<_ubF_SAKjcMu6*V8uzdS`-(4!YO4i98++THL)YG058^bf`}X^^!cQ) z$;9LwQf}N~DrolsJ99OFy*c;+4Bd>l<+{P+FXzX1&!n@G`X#Kpz1cEpcLdm{nX2Bq zAOL1M_t|bNNT6nuN80n7cpxE~1>5tO7daZvJp8b-f7zuWbg|fWKhlvCWq+VA2`0vz zal8*sB59hQ506_XkYkViQPcKnjOwKPVKZWT;31%r6A}zYR973xPFXv{mi=WGX9Mq` zhuTm#cA^gLzxZ-jG3_E{|a^@-Mz} z<}ZM_b-aZt<(_{zKPOcKs)?EwIMjQ{0^a_3I3f>98re>1?y zVf#wG(_OXTAS&e)as>rMzEX zLiMGORzeez&@ga)Y3nCJfayXx<7<+LB$*(Kz=a2hA6hSth43Ms0_7I*X$~+u?P{7t zD2wd6pOzaEOF;+&xlH8clgK!Oez~4*67|#EVA7+g!K8xaK1*)2gR_S%pT>Fwp}pJM zVyvf~fa_rwuZT+;BFpORqUWwfn*%MjF6oD31&b->>&}^jgIvhWmVQUHoUnUvfqD+< z3R~^iuk{`?9W=j?Yxe*G!rv!j5C6Iz(Cp!4b!dJ8BfH*nyvq2e9{7K~-u_SP9d7rr zgpJ3AaehrQnp8j)yaz`E%OqoaieGnh^`9%m zfL%E}>y{5}5-Mm9Hw#0sk+)Xl{x|gUeQ|=ywuv?SH4Ifpu1nUGL)5pXaGoU>P(7gd zg6(Y!ykOXC`E>q1PA{wTeE;s))#Fv2Ft4v&Ou2sT`}$pMXKt#LxF` zSK#daM|e%ggAP1vg-jZ7sE+78;H55aUuKv>pfisPW zq<>ZeU39+NR*)nMz1GC#$>|sxdQ7}TC!!2*8RQs>y-%b1cZz|kpO3*Od8z6UGZT~^ z$Ch;|V-Pi)Zr;>i{t(OA8BJhs;|EJk)RJ$j64BLJH8T0`P#~o9IuwytiTwLMh(;F= zqhmA{M>XRMvAg0Od~;Sl@HMMr>Jn2Jx}2x5n{#X#o!{)4KZuQECUOfz%DRd$CqdZ6 zDx-mJn4T8AL?;Kc{ka|6N2E|#V8knuhljvXB(F_M{1h^u!a59AelKI&YFXbzWrF%& zUa2%XJc4vN?-XTSFU8pD^#)#Z`vad!@T>8r1jO2MQBwzn!TNN4O0mH9>CD zM4Cd3)8oz8b51^Ba*5BwmNg7bW}i7Rr|=DBWt>#nsyB`eFkeeEeNYbCT;57=+y2_$ z-8pWtyeR90n*0M(tpsr}8pa>U!lwvyeXjBR`!&(0m*b@RYO>&Iq2GUeBZfW&cvJNY z9|E$p18J>aPa!WM^{wsl8sKN?MPmKM1X+mPmp&0Qj08ViKIVA%G1f9bN=2OR2Q!(x zoY&KmP)2xWgq~3t*u{P}bK3nBX$}=W87>?`2IogvH=KNc?X{yP5v$j5j-Z|(c15xt`> z`)c37XAz9Hit;+J9=h)-ORogS*~wy0(`%zmfjiy^+Q@?6V1F0$vMi!k?@6D`Is)4k zUtBQ9yb!U}1g*pab=V}uwp)1QG}`BEtG#5_jke_%JPAIMik)_fm+_kSf+#Cu5mTZB zWaiT&`&b|Z(ly5k1Q%{`b-$ouQ3#O z`(O(BU8!8&dA<$%Do>DV@w5~Uy=A%m`J*d1D>kq?WS4`XO24qWY1kV7q`eRvwMFt3 zc#+OZ^0i)php%1O`Lh(klva#;E0-2B8B3Js+PoiTV?!3bClJz#BQu$3QHFx(3TvGj zOSFOBCbck~pQD{T;g;Rb*h(OTQB*Uu+gMq;X+Gaoac=e;H^x-7*PQ8s! zN+}Fxl!}$fL#xohv&Xyjx`z=1)hGVc`-Pa?vb4ieiw`iV9U6Da2}45GRnj*nzoGu9 zM^|=QOkmyHsw!#f%VE02E1GYE>tDv>9hw8dJoTNRVZU)~J$W4bx96Y#G~fKM&o5BU zZ2;LT;QZM1VsH7oB*4)|A7j#8t{lSAp;g)Eo|GQL(btp`j)X<5e%FnFAiOY}Smz^t zovkG^MVh`n6o(&pX}`m;V8x%m|MjYkYb=oY;P{n74++g;mT~;%U5>d0A*DEe(%5z~ zeHld@?bO}B`DlSGjvkmbKYT_?8AsnGpE#>0iT{1pqo;XR`cm(3<5#y%vn*=hC5uTb7hc|tMu}%6_?1DQRkK&JLmTnW9G)tB zAqU&KKP06l?nkG29)?N#9RVY$E)qX(d*tUaty1H!1y;1Z#k+GY(C1qTw}s?K(B*pV zV|RN?F&;}Nrf(zxAp1G;lHrw9M6u)S#quo?;5tyQ(ji-i#B-fIIg>x2JsV%;9OEs; zZj`#Ja#r}ky#K*V8uug7DM7wHM~|x9UGsH%VnSnDoK;RN1NBbcryK!0@#Bz9PuPh79m1X`#;Ja^|)y z`{BA(*)>~MKs(|kPqQp4L%IEP&3aiY^dv*+-jP@h@W1c9=SHk4B3C>y$Lu(S_ETbu za#lr{)im#{O}8KH?4j{)I+KLrGq0%clMMqhOLu~bfGSj1x+C9dW*BYsiZx5=EyTnb z#d}5TeIPOA#LH*dVW_8~vtf>s0F-mKUb*si0y|_)dYP)D9P*pkElSw`I^JsCCL!#u z?F84$4-=0N$H9TCtqa55iomHaeA0#JI68MR_$LGzwW$&M^4Ft~J~ zDDIOj(pZXDVFF$Pk~8r_7I{X-m_)Vq8MWgoRWx?xd_i%zCI+Tyo2Jp z6vFQAihzhS<-Jc^8<6l>0?)vW?~&l!``_xuiZHF^5|aHDzVJkAbVgPo3fzTonZ z5V9tHiOFw&!s_dHeA5Y7v7dAn_a{Lo*cRSM|Nc!YESNUUX}x*8W_~5olQW%(T`iJIEd{yP(e0V{Ub@tz=SJPi!^DFHH>TW4NzWLaH>Vf~q>+S!v-q~Eem2fdz z3FpTXQxfh0igGx*N#v_jbR+(IG|_}&FGoc*as2VvDn^<8!?^sKdN{e{n3q3}-+x8j zN&W=>+=V(9@6_k<5ggu(GW312G(I1DxHl|@T_C{q*KlOpA2as^M=RExf7URLuLl+m zQt*Xi`*HmEr+S5+hw$=lGm@P++JdhKbUR`v>CeB%-9J$E+lIZbj790p3O+6<{8JA;TVhk-tzvETadV zQ3)u#+SxU&pP^C&6a> zwz$2`!0bkMFvB?k9-JXdP)=_F&0%h__n;zm$UzkY;_-5zz3duAry(}k3HjAAd7 zCVDq{)Tp6F8!i(@$;;ZEM`D$y<(w!iKu@=_qrUz;qL~b|zhFO&u8ubyjl11|@iV3d zd2ftcIsdY2L$UQkWYy*RZgMsmD(E7g&|YjuMw_p@wYX2Ch6_V=D#;a?yZ}o@Pe%;2 zEuK|uqDn*0Pg0dosM7#--<&vM;SwgOO~Bt0Zv^B|=*hh=StHFRw(zCbdcYLkE$FSF zfr`bgz7RQRLul2`y<`-wh*+`3__&q@JW7#OuDRllY!4ZETJo;kFI4Wi6jL1*?9!b? zbTSU)w(zjlpDaMdr?wn;cP#}(J6?9{nzW%&S=!#<~wqj@O}% z{N=~Tw^GnW)9Ei(1a!cj=b0(tMX+*C>uR#W`vyq)oIyDG$#0E)8T%9jY+g1))c|pT z!u&1BXp~9tInoTFjHKkTfid9WbcoB(+z2)s@9gvSwMTlErD~a!dcZzjuaJLL6ImN& z89Zmy0XqfNm(p82P*v62#V6VpkYe|c>HK{U6t16hE~#=Fv2InjWN~_i?IIrCEVvX4 z``C_-KU02)h%Qu_^DZaD#3kc(ogVGzgLZzjN!T>f^*G3f^;TeSs3erWbjE;8olDQ) z<}?&=p}v*Rng;rsIS-QOE@758o>rEv)SKN2-i9|**801ril+{l)7p=cY$6IN9%q>$nL^~Nr3 zkX@W@Qtoj_d%o6QK|&T#Uf{JY!r2qK^i(p}hfJX`!4PlTH?`P3NDJRZ5eKZ3mkL`7 zA0poF13au-Q{d^+(pif29cY439J|3YgY37*wu#DBVRvKwn|!{-fVy$b-eZ<&$oe_o z1Hr>IknYego!PdC84TT3Uhmcd=PJl=o}!9aW50s2BC4~-O;CabyNkue1Lt;!k6jck zF#52i*Q+iLL>Gg~syIXRXnSl>fA?`X(k*{V z;=Kn_xz@awXTcQSjpwU*S$iWtT?3a9!w)DmAiGbCqzrRjc!*iczlR zUX%BAiQrov$k^on21R|my`75m+Hip8|~(@{l5!ztU6c?;njq~R>&eKw30 z23bO1N+q+Sq3*$b22oF-(&qrrYf+aq^SkiHr@N``Em(-pFrHFuhJ8XQrb8?53p3vm z^~Q|G0uka7%!n|8EH5Tn(rSC;SzGFSM_&&f6I{`w~O*-H&N#v}0f_;|mQi(68@4 zw&xpm?-^4D>&KONtF*lNefe7dOe2+c?e_na0+Le3UMhEBT#9zt<7FOcRYMwq%*r-f4(GUvpj5 zKnShDr zbz4yhN3<{P%0|ZBzkN^QB{g}LHd0-Dzf8fd4*_KR&Mi!NBleiKJ$?jMaF4#kyK!!Sg0;xURmrm8}fPaXu)gicbTbx55P7ti7nJ&SpaH z(=56ZPeMzH)nb!LMgED@@vv{#W^3ZJS!m#bG3(pgbl_?^X7?bR5XHDhJ`8d&g5{O> z@)J)SQ7vETjz>AV(0cUL%16;oAYF}Txx62BfZdGUP5!z!I=gFWIy>9~LT?dJH6*QlE@@x%Gt&&A`wBE9P1VVTE>!@urhV?#2G>|-gmC+b29_f~!c zzHjBc!@;JTH(eX#v#tz-rw4y(SAPq6Ymo$bTKdpH-cuP1{CiHu%> zVSVO}!+h~Ly{_tCBbQFMjJFB$iI=uYDkQ+jtDSZ2PA}knAkiU-oJ4435IS2FX9VV- zk1!U$vPT==FzhS0*8?o7Yp|3~3sKFoMslsh+vEw;7l{@gC~IeFS7x#WjHHjGZ8_$N zWIo2`7%{EHPu-e|p7YPK>n}FT(tF1Nd&WhM^DFUI<1(pJzF7(!s17?wex?IOd<^)~ z+&+z>g^l;>NL6CD0$%aoK7Jj{NP;pu2h$K$l1h@=MA)QATGW9nbwvu_F!=LukvNu}56B9n+^Y1+o>+*Q{ zhE22R%eoBZTAOCfWnYlAk7gX43h^~K#s3KH=ekLvt&jrlUdbVk4LZ=BkMbn5$EHzN z{+KGIXa&XgwwZCe*SmWG6Qe7{7L(}2V2v-wqF-!RwYgiWI7n}Kf8!p}|U z>Kgm?S{kGdCNu*r?`yJ@!%1K`6}@G#r3J<=6D{5;U#agjPWE4tF`#yU4x6-BE7QO)WQFOITmwqH@jM2kj8_r?qgM zMdSK=Y8}rsW4kF#Mi#>3A!m=_(H-h#s5}k5?-)*9$n|!TUc`LZ-oS!=+ zwZ+C5=$8Mm%Zw}yeR^FQG0RT_IqBQ4=;d(palpfeD6It&Cn);%-uR~;_kzIw~iBTZ47WI+RhG>a7a_bE0!RTAl&wJ<_ITFuRo8oN*B;&g~+r6bc?vT z<>g#Oq!_x}E6E1a>(Fepvl<%4DEEX+DZy z>r46)eL?$0vvI|`7EX2<<;~F6!J-AU~fGIq#eT;_c9J*_a#M^DP8Y@8UruemwTmXPY18yyAUxjIvi|5 zyqO)164jo6r0)rOqqJ}L+y8&;y=PFBOVchaQ9z=iAWOd7azr3q1SHKRDqFpi90(wg4 zzm@Dp3C=uksf#>DFoTD`Hhl3efP=8DX`@?#FiJVRG#|v^2RF%>&D=4R6>5L(SWYus z@XB3j@DKdk{;Q-;8|*e}fxdgm?GKs*U@(@;N8yAQOf|g9e;yT#)(T$tzdP>;caAZ! za7b9A#!D&Djl;LWh;K*Z2vIOf=-i1K9P$G(hO64|ToO>(>X&C7=?w6A&)X}S8Y`IN zJDwwKibY_|QnF~q*M-8251;64D2EB|R*r4cB{ad~ygGZ62HtqM@&>j{VJ;E0Mhxp0 zK&OAcy|hI&vOoOc@!M)qxGulE+<)~LYIVq_65DJ7p41wRrsRKJ-v#cBfyE0?aD28k zxK}b54J%MnR$%puUY}1w^_?|J@up{y(>8~iqglm|UxXm87`oqqDSp7s*|S}{kbq)3 z+AZ5k7+{jQqvBTA3dZ5A0;v>MzvB7bBBbiNP{!(=_13v^aKA=WP5XTb`NqHFxF<~u z_sO>V=)I>g(i8a~S@H{@iWAc+=}?0{+#s{OIv@%b(GpWz92`heos^A0vl&t@B|AmD z`7_?OJMMPNFSDX8m8#8fIfZXhJ~IgJ5q-7f<#7jctx&EJ=6fhX<)~bswH@&J#(1UV zIw3}?#rV-KOIX~vAO2h<5#2QY%8{YkmR@-z zO#B7FoguuX((n#(k4U|r=zax7*+(>(36>GXmIv+3+Fs!7)n~jZIE=Z{n&4=*ln(+0 zD<3)Q8quMx&Iwj&QJ51ExpF?{BuX={E2Q*ngDmR)Y}X9@y8Es?e=RS`oR04eEQRhV zW)pha+d%(nGl;^?3tk?Se5FDhg2v4*n0Ey@!m#cGHlI3c#2QuUZq8;7k#jc6G&aE~ zREDsXfXW}jZ$?jCoJc@<%VDv;YYgCh&g|EZmn)e3s*n`ohea@R`Rt-UTQ@Q|paHf$9DCKZzF_K16(|o86hbX;55)V^Mk5ZtW+&K_JnxCa zJC{1AA~^8*OE1WESeugY{^N9exW2$sJm14NfA?NxVZc4FdH%-1ElY2ljJjiQsUiaTL>Noi}umTr`PSjzll-74=i(JHz|i zqK81$9vw>xx(&saQ12fgbF)4I9cgGZT-qB5O=QAM#F8l}ge~*(vr9~%n*I#P^L}7N zkF8H{$G!kN758^cOnqoTErH)ts~U6yd9ywUeMbTZEb9-t&_S&6iCY&YzGCKsO$hwo z6v2psvuVtu2E-!IOhrgYd(zPB&~odaL?*NFz9g;Tde9fJHoan6*Pneh>#S(m-BEWiM%<>Z58zg93F zcfa1ae69#047OhwyY?ct8*Ej%E#=Vd->o6Iv5LHE#|>0d=)kP${fKqP3Pvg_YgVMU z0Q!!G_q~2zj}*0C4!`dd0m?6vXViWjMf5-BCsi4m;Hmie?jMqWZ%@*$mmiou-302T z0+g3xf?#0yCFY*D7wC-Adfj3UL3aht{hEn#gyRODRQco9s3R~qy;9U1isx<<-gpv> zSTSZ8y#xNx`Dkt-@_Pd62~T!DN684LCk|}a&SCk^lFl(C6oKHr)67f9x>4I1A}tE2 zfDgiM?dq_M%GHmuGbho2NeUCkqaAF1uxb6%^l#Wzkt@QEzwXu`rk#pc0xV*nIBx!6 zb?6xCjv$iMIob?NDGTJ#{rB_jU;SV2$tSZC!(LF3)}d{~9*Q&>G0_oOjzAzgckeE@ z4Qi2fv-&!B8<@p|Jr9%xqd6M3Y&}uz{+WbgQ7hg=q^`BUt?3H`oGOowX-!|j+`D5P zd&##5MB=hEuX1*yZi94R4T=ib;&?CgOmrFLldV%$yrhQn)1(5tbCZ|=Dw&@ePYa-6 zldk6ODXcwF2^~7LEDB%m-={OSIfnLMRF|8?G=uDMvVP;rVBEO)s~y?Jz61%u>A6jy z@1tbu+Z6ybR14D!33q`+;La8yO%$?z<85+O%^8d=9oz3qIH9*BZhR}$=J2er@#pM% z7`j?|f|7D?0JPUy7F4D^Lc#tgPn`@o2qsTkgaeosF$}puIq&qa=U~3=(ZS{=p$4TC zps%e2X%FAq+;-nl0t8*Yv)Xwu2>_Eb!joZZ@1wDo6+M);b8PQ4yxS0y0HC zib<~+Kwe__5{b_WMwj^bT`svIFdY7FXerT!6zXqHUCS$nt9&fSm<^WD>#xeE-X5X> zqueDG0jDVp;q4SLr}G8So84+FZdHx)_8sxtDinn^x?g+8WsV`mx7?CPem8-M=<8pz zDSxk@dD@Mw*D0IfjGpwzS6zYs&mZ_7{@(s~{hb>LPtH}1+{Nkj<=fQAxDlTZ^z_Qg zbE;(vT)lXhuZMjcexBCe(=DXWei&E(!0ol1gh(+Ci|_H(5j3mBVV9Ms0Tdkg^^Oyt zbeK8y@%}^Mm1mYmTf}hfeU}ekrHp)o!yfxK7d9&Kd6)Is5qj$tcz?iwd0F29n;*P8 z-`sMTkDF7(^BuVVVkGH4Bd-2uv^Pmf2i_mZi}AH&rpNOY5$)Y$FN5cMH6^d$Co7(B zxHRFizlb>Q_jdp8Zh3w7Ru(UWfp*c0tyfcV$TlYUxR7rklo?yR+Hc~GPI+`4S10m@ z&ZfqoD=$+~$4|l2GySn3s#&FWJ}ws-?U2nsUgH3rpyE&S-s>2v9Jk*RzBOQ*W;>xB zIE2E)+|G*mwE^kprodN6e$EMn7ppLAGJHhz1}C#tWBg(2cX^B7=kNckJw6}m?1Qa~Qe&ZT<5>R9VEZ^U zyVkjH5fcdVn)R)Al-`J4Nz7jA)m^x}Qc*JLn2PMknk_6tVxjsAqi5d6Q$#!xcjs~y z2c#Js75H^}9YfAG?wMs;1F!G6Rj1z^LNzqAhH2N^U_+=nxO#dA-5hN<8~@4z>1Uo2 zaJejFwvB7TY~!jxm^*(x`DO=t+Qy+k;jReHdPi&}9fT1>n8V{3n=p_YJ{ojGI~EDD zKQ5)R3xr{2nSGr-o=6E^Jmk~73tP7)o0%Guky*p>nBlxwQ00HqYT=ZPlFPP=-rwc| zz91Qc<%$i=BjtA*r&?+Nj#@>iAN+)(j?6w=Z)*dkYW4=FykCf@h&+?!H7f+#{eEuy zdI{q_X0goKSp`?Ed3Llvx1tx~%i+CylprH|Y-;aSA!PbOPm*$^1A;#Jd67Q<`*=;D zUowG@+e>Km;u-B`wFZsczO%wiSo!u2eJak6L*72ld+H1W;UKMklY_W7a@w<>t-Jp& z_I`S=^X}oP$Rq0MyYcc^C=>oN_2qmnO14|||2D({t4TU#0vFdY{p({LBN8?6%T4Ng z*uEju8k$WaCDR6_a{C=uLwC^c4`H`Ds9528(O+`r<(><N zq1T<0`$ftIM!%vZi_@tFNR8XT+4XX)px|$0CLNrK`dF~%Yk#Z{<&fImqqUngoH$vJJhUlBf2Bzp*d6GHnYc>4y*Tft+}i8~IvFZaKb zYxn;J^Y`ncoMNz5xW|6sumv0mJY1JL6$lxZuSKS2B_Wy;|0Rn|f7rBTm$YyQK+&oj z&&}jKVZ^?$OU&vi3U+c+_brZsuEzR640{3cAhNsmMEVHWO?F<}$Nvo@vBLb4+_4fW z1VdEENhi_g%C@zWHZ5?dQnux#0wKs>tS6~L=xAl4fC z4w*ESIj}mMh0gW5eL^l6q+dSJ_loN+bedFcZ0oA#oq!fw=$U4kqbTc6k%%iVGW%zg_i)m_>ekyOs;oj6!dXtK-43jVF&BsC; z^A_{(%3RbWb91c9ffKk#7s?iNHZUEf!39}EHBfk|!2&})j2`m74S4^d4OF`@C3~8F zBk93AOO_v5vF8bC63pvklN)PqbZbylL!*Ju58M5n=+bi?4cZMwaJm&yZNepjiu<&+ zBdI&EpOW8)39<2)-G2J-O6HhyAqs;csOQW-Uw*|D{?qNxziV&)>GE-=6g<(o6N>Bi zjv>S8bWOaUPIyd-_eBUko-_YN!+3oJzmM)Wb&JtkR}S3sc>|`rGzR$mCCLX*DNmcU z;_8#{tJUaUWx-+n4|%R1m+=0OE5_a6&9k$(`ZS3PQ~epuIDGGg{u1Ljp6{7`^RXF% zc)P)Nhkc)@FW%o|-4}G6H7pkQe8st^Ewb{*aCkWRO5I@#JYSd9Pha#D+Hmy}43v6l z*YJF2_I%48Hpb^Y=q;C*OTNPMeXYSVA}kyULm?zgi`z-4IDjh9`&Td&US1*36!%AN zBiRQ%-uQsaz2L;4*O@5cQSdQtrg%^_o$0bRDnxhZP54EQb3>M~iI4m{pEIIq^?}m=E7EFC8X{&Q;ffjv9rc zzgRD#rqW;JQ&ItkSb~EN>1PnD^ch0WgJDo{t0}3EKM`Sa4E7qu2Erp|%~3%bKh(eW zOD;g$8yt2r=_yw-5%)dm3q1sJP{Tr-P`0lSsdx2I$fO;ElNwnn(Ms!>#luOBQfF$w zzA!bK&wdnTy}lC_E#C%dhp#W@O%q`6A?~>s8OH*zmrO6DHLhT0UY~0Vc~k{*JfkDL zHQk8vr0CclH$^CAYgV$d6i1HT`#jiM+Mssy)FWq?zn_nODezXT`sG6;c5Cv14~D?O ztJS7!jGb>wkNrG;SARgX{t~~3RTvD3Yj*K^JwTDCwn#)@213>w^|znCd!v0W z#1n=mvHdr$s;p;`hCCb=e;9p>g{`8Qu(7LoXyo8l{*x{ac<_Ut_vF+X=7jQtcY_f% zpqkLT{cU^*F;Gylf4JKQ1fPp)dhY*5ym}I4=8w3GL#pEYi0?@XKc(TA#AMh%mn%pm(gPi-j zoZnc*!&8^{#DZsDpp_McZ!_{-aLO&;Irr!`rk^2>>-&>h;2dG3REv%QijLeX~u`l zrP0aWfCY(`X83fysCc#=KQI1w@<|Ig%#nGOKq%^BIuK(HF}L?Tk>v~n+u5!z8|;0r z1OmV7B+aq8D7ugfIk`Q|ZmmDl#-{Q)Ienzp-Vy>ab5z77e!;KcLY zTWChR^OOr$zjL*V?b$gz-xRmQnKboyf1rrNk@u(|p6|8Nkhz5&yg!gzviYLqQEgw0SRi)(c2l0ObZJjRY9u*< ziz0ClIPrSQ#X1l95sdNHeCG#ZIAj^$OonX2Qbc9_tKquIN{L$JAX@J<3pgFn3b#oK z3YO(|&~oVD%KKPKC`%GFy&N-+IW;sx`lPr5j%~ZpQKq$_%?k-JntK!=>Y}=U5)%9) z9zqe{zn|H*4`{oi_F3881Abuxxs)gIpz_-<*V0uM#D+tYYfrs`^6mE*T1&lf@A0p4 z|KDQM&g+%TLsy_o8itee3jg4j9$1sGM(+fQ+J3t4FHIqix2^Y$Ze0fkQRM;4{k!{X z@aGLf2S>!jU=&;tU-(d?nS}g*C?9BW3Qm;`%Vt7SVaQLsR~<-RIl+tb+^vb=3-*h=O80`q`DfwGtj+@>LX$h>vm9i*$S7+ z(#jtvY@ureujx(9_JOT#ePRLOFvgHGXZ6ba3OHxTS4X@54U$x$t`OaphjphD2^Yu8cs%LS)6SJnHwHf#3kFP zzFDf?&X^Kz+xmHq7>{Fm^!>JcZ7V>~(7coBbQ>B`sx2PFo>#yWe&rg`cL8KfE%Axw zd>=?vEl^9I{MYrJQst^@`*;)(3kLK?Y$YKzwibTc@?Z$*yOFbf-xtNRN%tuY-Gw+X zZcX@>hCWwUGxIIPf>)XO>STEydd_(xZct4CcybgTP_7v(gg&l(pXX)lgYJyad2~&Y;CrZ}Y4AoOTyCQ2%;8Xg$@C@F*wRw?ZRNnS z_b`5)dw2ZuzC066SP=oAeYTZ4Jk!zHSA2Y`?g4PoUtNSlEf{_0U=Vz+>jfk_qJfgl zMJSBBGUL@uG(0}H+Qz#247HPnh*93)fx^T%qeMnh#1*vX`*=hJsG}dvwr|H#;&925 z?N&2zUu4WaOhg2?R@H7(mF)%lz!xF@vZI(pv;LB$OQldi>w0OJyc-#Ioch`ABL{OK z-M`yUi=#--!laCh4^VcFv2LjB0X9yZm_KNf4bHx$U9G2#ug?r2waOXb#+n z5k$VjR~IN7`atB0et%Q4-+$5bvJ_<*$<_XyNy>qy;r@nVrPPKfHOWd@E1m&nu4pESq#O67Rn-P!|6x z3&F34HFv6<#BfvM{+`UUXK3+2wb120T8~@xLk9_>6r=%J1e3>72|E%M|`-k7#l*Qq1N(5#pO~3&PH@5V^;eM8$#B5)bqOb%Ng2NnPn6%K!QE8!tJSt8%`yz^eqll{ zdj=xYA{G_?4IgM!C7e_z$U>j$b1QU*FTP*|ibx;+mal=~ z1#z}X(jN3Uvf$8N7Db>q&%m&UUldt=Kd*5N`~FDgoo)$HK1K`a+!_Nu!ElyNmmmof zfCL&mNytdOL2GT#V%@?Mq~VhJ$z&!L)UGj6dioR~t*J$CdJ6&I_c}Z*o=%ONHj>^t zs8xenh|X;-f>Ctzv~J5BHa_QBDq$$uO8{3&Mh_m5r3N)4-=g%CIn1!s`#r7qE5P6C z!`q>=U8pH-Bdvi{0epkQH3W}}pxT<$US^ATaMy2ib-X_uzB5h}m(Iq)uc0FPkAw)E zeg@Fmt`|dW+)3slcl^5VZvUnunt5-wXc&8763|8b5IJcFl3pGN2L3G~o>@a*l$U&= zlnm?dT+EHxl--+-oO%T1%C+J^^Cn8FFU>=b#IKFS91;LJA+Fo6Sjdsqhs~;I?bYzK zLM?TjYzUQJdP`-~)C%SN6w^W2`PRFi_O)9RC43~(tzd2#$K#@)8-_ z(eW>_R!8_0K>kp3PH(6nGKnA+$%*a5#v8IE^{fANf8e9>{o}7Wqv7qF%}1FN)0}jC^<78_xHvn3EW#ql%EvKjO^ez~ZwC=@wr;nssjyJ!;1f zP0UOtI(lS?#8EqIJg^$3oHRm1({1|pr z*ocGswmo}lPa+6?Gc>r!R{~K)q&*{!uDEfv+kfXY#?pfI?!zqMo}DU!bacO;Cvs;p z6mHQ~6yqxYaK2^4#k-Yrssr!`~K|a z1@`^O!0PKe9+_GQQ#|UhJvfGxFYo7%BWVZEA1sF}rHEjXpYOnCZW~lD50uVon50v&6K}K_{@0>}n_dPK(mA^k24wu4~l7hYm zLSLKQz98o#FvZ@@^vFF2wo^7ws#M_fN_OSbEid63UBmiw67mb&p-Je5uBz^y_+Vh< zR(Nf{&ld?0l?W2Dc|&_OB0gJ`hJ3jjI4>QF1MTY+k&)tgDA#pB-^-65IQl0RGUUim zHriOG=BS3fy>IE|NCuJLO!qH3$yONkPS>P=y^Tm&37uW(C}C~Mv06)D9HZ7LN8NP2 z0vz~Xu-@ZpLsym~-al%P2SJ&O`6hD$i00C5DP6Wca9PwGwqA^ckdNOiW3l<-G-e%( z5;y;!Kk!fY2YQV&w9o_mxr|K~(XzSm__*u3s>{1LBYeDuax~+WHp>ItIA$Qb#W!Fr zfWr-C2JLl^YjF5@4;7tsH9r0kOD22b^FbcmKXMz-x7pd! zruH-5ANbiFto42mp6_KVE9GyRc)ony3vosBcz@uI(c0VXFg)K~Ub`hT>$r`nmk&%| zP`xL3G!m(?x^{cFIl(4>W$b{H~A>WLdvKB&ZcNl737qW-kNoWA9(pEH9#IbZYtQ zD?-SNQ8bs)9K<+m3Uztv*Qk2CWutPr~2F-cBJMp5Nf5b!B7^;m^+_9I? zTxUw7VvfhX=UsU?k+=eeMeA)cHe=DeI;kY+R*MlZuT-@)w1!dSZfLf4A`7*K%n{I)BJ;dx#YZ z2R@Lj^Zmfs?mVgceJUSV7_NwrnY5y+x}qXc;xh2{rk4t@Y@8<~qU80~_?&du>s1UaRJc zi5;AvH6q)0FB*MklkJa?55jIqCzAQCm4?pittQV8u)>n|@1r-4|G+pMTnJMj$p@yV zCmAQ0T9LW+TWN~vQV5H0*;8!4h+4;~J>Dl1!p#paO1_W`VrJ)Gy;@_<1?-&^>MG%- z2;=$Dw=Z7|bad{0ZW-o4$+Xs<*-``0EM|N^J?&5V{!ZUN5GOVANBcm@p^$qS(UB;> z()wD^V<)&tH*IlM*%sY-DKtjD*B+t_HlO;=+(!iaddT%w17Y@jfNzsd8gjHfqim(l z2C-%Xy^h%R7?x%8X&J+O`1E711|druy5lc5ds4p)d%oQPI~{DkkWX0`z1U$QIJ)nm zAldKFn9)s}M+GLikmGmn0Gn$W@_KfsgJDVxRv$rl06!m~j% zUK`7KI&@DJK-7ZjLutJ`f7E}NtD;-Y^MY{`?M{037!=xSTof{42Ta8Qo_n3_P|W8V zm(OxG;4oH9MK<;T-P_sA!%Q0p9MAV3<#T(2-dnrmk&QAy=(=m?Gy7#szo1q}i*zo0 zEOk5N^XomDWs@IdfA$hmKXN_2m${5SE8HO~ZPIZe6+dz=Z8i&js;?#& z`c$D7hew`We&X;{`Xa+)Wqu@8lWD*&HU-~I&1HlO{ef<4!A zS8sPqsiPi+K?y#f`Bj^k;zlG=zo>C^XUYjgifb|c*KARvjbBDitR0Bmc}eknI2sY3 z@cVu!AP5Lw9AT4AOG6743+HEp+2D*!k=BdfKQI>~IBAq(^INF=c$VmfFq$uDPTtMVg?riGTLW#%P}+2p0d2=C-Ucf>@)eBQ2;w1U%d7si*otT`S?HG{`|Z4=ASMfDCHy( zx#RsAB1QqP&C8BBJzlu!n3LFOjl;5H9};*H@%wMG%^W|psIubf)$iNq^H}HM@RJ0) z`4*W{9M)|PVC<14#Nifd-H$DOPjUE%(bZJppQ1P{l3X+psnw6ebYJIWRaNl*;woQM z|6woucRQEE>GQghcs)JfCip>_9Up)4c`)$(rX@4(_sIKHv6+K-z9oZ`Ms=}xzWg_X zrA~Yzz_tJQZJmewEuL@i#k~zF-|>7$x}zMw8TkQQ=WO??$9?pS`l73(MNPvT&nfZZtZr*ep0I;{>Ia16n*j z_NeY0y_f%KJLsfzEnc`Ci&8~>Og6KFpgus})WPHl`k@kD{kD=7bOg*;;K2sQY=UlY zfMPx@NHiwyFL{f8b;ShSxKjpeS7sym$-bd@Y37(;W+d=sxUJaW`ZR_FV@s)aJQubK zwXA@k3f-xEZ$I@|4CwsBJ*0?u5NS-^fC1S6bTvf~QfK1N3EG`cm$;m5&SvKUZxUBn z!PG5WzwFlAmoF1sP4of&IkC-B+eoA(?aZb2)d>;~otk-g(-wKW?Jg#LWCsc?(uauF zqY+n}26poURzD&wU#}FVp@gRwpV>IE!J~@IF+avN%z^KEe4GLKaG{8}dwH!DwLdK( z=+`L&^IHbWUu~Dr&!2V;l0Af=S$1smYw{q*eLbz#`C%?BY7NwiSeBuYjMRmt!{T7} zoQc;n3OnBx4Ow$l4#3G5Yv$eYf6ljm=MN;soUW@h^8sO{EHB}Qk!ZeD`PAWMC(t|S z5UlqGE8j0K=L%*!aKvz|@;XPOb{ETU*^St|<26ytgCpsvg|$&yXqFW$*rIPZ&V0wv zsb>^-9>y%g+XI90;1_kfAme`mY&jr22V@wH(j~JiCm8_avn47hl-m{+3WvXoOHK;!nqu4lsbxG z(EVXt&q4gS-L21ED5>Xc^#z0D5{ym<;?T6oPs{8?7htbj_WJqG8TFmfJ|A)20VEU% zT~;6g?Jr>bHoy}M^u!IlVq{r}Y-NK)O#KK1yA_9gUD?J+L=!5&_%kTj*~Y{}H`?06 zRz|>A0VFG$5l++JQImDvaq*{wAnSRC_w4aOOjsA)hfsH{ef3z{IZ<7UibSZ+{0bHW zH6Py8eqk=e!WQw-tD*-&mruvG@#EvfyZkk0jjw&$Du<4r?1Th$_;vo>dKHe&cQROi z)u2}WNXS?OYG!HJVR_~R0ioJ^mZ@zK>8EN3Ix9Okg*~Wv^hq>QpR1&CR0;x@nT8Ty z!!%T1Le1>c$O;eJtv;K|{J^9KD~p6URk<+22Xdg{=LUo`RT+*rO>uKOX=7iaz-WCJE z(etYB4Z)xK`AvKykLN}aWVq3#E|25q*GtxUE}xGN#fUbaFK%9CJ9bXrtIipR zWml3#xaAyhSX9N%kTVfK4)i(Jl{JkUU#(}@9xXW?%AD-Vi<)}b} z!(=B_t}_43#o+_aRU>sYXK*<5ek|3x%qJY?(j0i~`vUI|WbV7sI(-PwcTJY2#`XM({$>LAtW?wwtKEckOj9h$v^kb&CnfWnzzBIqB99O^M z`8LiGN{01_<9=^T7BOk;d-s<~h+!7>dGuoAGoRH;-@MqP1hVYqQLEra~ zE~>pjs;+uM4~{rA)X|-HNBqZLkMgKkfk^1h{Q=#&+HF-!~*q)%i+8_OW=yy=$R(J&rpVUvg zT#6rOyYJsUC$sb0Z%fE9oFmXmaY9T2rqMbd4S_kagS3QI7d5P&-M`rUd!Xp?TJBL^s+i36)t)aVQjw2JSNUy$^q-qK5Lz7roqAV0tCL zr*3;m;hhee=j#n}>`Z(JLsN(w{X10kl>Gg?MV;TH~{ZE$H}CA5~86n4Vf#nD zy?A(&DaHzH_~hrLcbrhOt9<9tJw_1Ln)Ie6P8VS=R?N@c)&u3w_xtzHyQ6ohwLx<) zt$dxaAm&iSaoB^(*NK57ydgXYFzmBE)#GJL<=dn z_QUL9zp0J!_c7!*yGELk;M@0)dq#^WOGgq;)}p9M5-r%BY_C7kRa-%zq)w}F;Z^NVtu?#S=7&wbji8}L5PlH>EdA>!Ot zaXDsa02No+=D&`6BT+RL&36}UVB|-?{H>WtWN`od?X(OMNSD8OAi!`OQ*p~}*}zBQeW2M{dSn;60d8aCFktJI$la8Q>xW%?Z^kU`8xUUx6{Izui%tPmkxx z*H$1axjOd3ECjiHAw0$Ngb2b_I$e#mM=TkqhUy}zVPh(LPUFiYoY=xpUE6G z(Swn9=(r`9aZ%p8IpY-H^FXG4ZJ!#2?<{4GsCzAJAx)8@d~61t|?t6sCpFDB%3J zeD?2#K=?%Omu#RelJR-RlTfJ(W77@-vI}m=?V--mv1lt0eiI^KZy1Vd10+5;A0URo zg3IZLWIkisNScM#vHjs8Lo_<=SBSK4*%i_Yrosckk)ysp-l1d*I*ggb44UXCW_z9R z8dIf+6&ZVtkX~4mJyk`F7AhH*yB)V(2h_pFi8#YsPhF~43|tFl@|1MkmN87oX7vaVbxKU?+~UWD}Ay-fcO zWrc|HKHr)_EmS>ZWV{bV;s?NH@;(X-;Y!@|9om6j~xrJ8--=}5Yr+78J){Q z2PeRr=o(kdsXzPgu3g~E$8zNmt2ZhAHXI+f-Sc%+AGKlgba(aPgnGc2)>HR!I8C$YVqJ484qvJJ zuXw_4djWK~#ibDM4_KFZ2&{#%;o6UwW*eW8o5W$QAI7zpJn(#vM;^Nvb;1Z&Pi{!+ z`{lJB4hNkc7!9JpuN#MP&yk-IAjZ|xJ_$<`lEL#umu1H8YUBA(6Ku|yY2=7rJ|RN;Pxra^>08D#&c+IsMGV4pGz>AzUJxQB5dIq-KRTe zHhs{2ngT9+ni+IR-_W?c_`@IfLlIKB`u=DhhBK1aZ|}7K`F*}C*MCZ>r@6NIGQt6L zUbbnznx6b${e<6N^VKF?Er07eXp|ND3`AQXb>|z`mh@CXYR5LMg;fz*Dyw;jcM5@V zzW%zruQuW#?Cvusy#O6`)Cy5n#z3L=jnGm`Z#g~_0C_g<4PxH2gJ+7feq$57ahVo~) zq4o?S+;SD+SLnwSyLtwQebobE3M#TS5>vGGjB_96rW!QFGB)ci$fKp6DKYK|5r}wl z&ij`BRdm$3+VZW)1(@Yqyf5c}1IbZjS|6NkL1{}bq6&x8FgNT8?2<_xAXcJL^Oc{4cE}$-ox6Z8Z;(?<(v)Jt4sacPggp<)rjK}fk=qNkxjZ{u z;`kML+5Ye@DjL9;mTe!AZLjA zstOAG3g5<@Q$$W>n^%-gguu|_OYa+TY1J{Vm!L`7Ij}1 z)w{g*3{&e;Oc#2~0oIH#f=&uCXvu%2WbKqURNJVG{)~Bnz8Jnv?qHrn;)09yuZ&7C zom!3dReeFQ&K!Fdc6zF|8o;i(tAFELsHNMB(%doV07&Z(akVK%DU4{v~AV5s!6X?Twf!Vxxy$Na?qx_%y~GrMMCrVlxfA}&a(TcVlK zJjb^$Rl)77%Y0#qB6@#t_{y!vLa=nT>pcw*_WsgtQ7R+s_=~7`5-{ER=lpEr^^$;S z%>nA(w|;qaG8P@keieS)(;GU3vsA13N|47|r)|6S9OC%-@b%bY31)CcOh2gI7Ouz3 z+b8M!qG!Pz{?yzv=u!Gp&Z347m^I2DQ(kX}A%MsCO&~Uf@ly z*WaG_@jnP&z~?88+owGH@d@wmtZPjj*%83numAOL{EG9M$T9l z*^3a*S3~Yu0bvuKZ@5o%E7v66Ki%cMTYe)@Y@KU11oyQ@uYMI<^sB++khOz4FeVH9 zq;yq7iYboZzbFD*7{v#B_^%^_PzeFj1DC*%X}^^Zg4Si!l93ZO6;M z+rpEh*Q|-K{Fus8uUz;rh1z-JO-Ci%DIKvHhu8qWRaw7u|kB?^(QWes6x$P{CRRSMRZ48SkhZW2&P^?jhwo4 z3FXD>HeST~nUu~FI%MH^ ziUw;>3@~M{2`XQp8;AD4A61%1#5}??>EW+10|R-XQtq}OV3n$6?|2fzX?M|+a}|&SNf>){oxoB+KaGHw1!T9(Hhlq5}64fe}^s>DjjoMc!ilt z?Bp=pOYLiE@kl+B`#34BAGBv3cry5+8mZbJH)>R$MA>T|FHLuHFuhN_I6t4V z2c3I{pO^=N&?OIn6f@#4NY$(JOmp!&%;67=RuTCh;q^5m>%N4CxOrxG{Qq64Jf$X^ zbXp%W=gUU3dMyz3kwjHqtiKvWdwgI-TM;q6vg6) z_h|C`(;u)^o)a6w?ssUQ*Zf3vA_mRexO`@m%NyuDT*wCRzd&yS(~UT^=g=ud*G8ev z63pH_ih_?Cwm>hkpdOLngLLe@eh_a?qxR5{=bY&uFf_Mbuas2|gUIIIul%+DdjI{? z?d3mRzKh0@~rKTPB>xwddA8EoS-+?++Ndwe~LmZ|ggQuQ?u7ZjIue zPkCc~!lDSzw_(vt+k6i14^W?0D$(7*`vaVr?v+lac)sF&i(d+U;`#19*Empm2+voB z=eNs24j`Ro zJe*k26!l_Mg{1k{&|q&a$CZuAKjJm!qlr{;FS>zI@@8FAcobqP{l9qO&#&pT5!VsVk;C4n6SDXF7Y!tcIX>xp zMhJLV&xc5F@FR1R{Zv;t4%aANWWPLq=NvMrxoT)}RRMc{VMWZI#6REv&A??hx;Z@{ zWxI63uGtNhv~vkO+%SQf$CUEt91~GZy~Hp2=@#_$T+&$ar!-9Yj{X7OJ=(DKHOW=+ zs43d>Xf8)(?;1K+VSoM6vq_AEvUiCMogC~amk{6jrGm0eWIF8c2!mSxNrPpo(`YXf zycGXMQzPJX4rxA;LtlKw#zsBm;hrRA$2|j`KlDR7=JCnNPkL}}hR5jpnlmEJCugv# zFa?f7YnitMvG)%=`2f!>Tac9P@R3}uG|b!Bok1pLZI~zxNEc-_MtPT{_?LoypxZ_o zcR95tFySVtNOGwc1n)b(dq09-xBNfte>1r_F0W^Dz<>NLQ4WD7`oYEjt%_F&Of&pb z{y+BK1g@s-{U2{oQko~xJkN8{aMs!l6qO>4XwYP&&Ko|~ic zRg}9gON%~m(+*vxW26mlq&$#y@F%wa<)VD*$>vS)#K-oxp=p7DVJ}iG+~EMNE!=>; zFfso#)1^dx@0r4ycSmH7H#vab&0*DNY9_&L+V0#F{Cz0nDTg0*;w^!}@+`N3 z=h~1q@x;?Su$jnzo;FGb%Pwz*g~$1Bojeu-#vbs$R*!asoh!Se?R$@a#}3ZmfJhCf zqsdWO_c95^y}@+P7ELplD(JEPHoGIp=x?N+rkDg9C&spTUU-5kq+eYSrg;}G%xXGJ zPVxQzyZI?fNpX!Pd{wers4dkB-1E7oxYSV|hQ{7Mk!~#uoSS>O`c9Kql2ETB*&V$E zq^C-$x!zHO7F(~%9w0X&8sDVpHm0#OD@bcxc=^MnXmI$D*?MV?dK! z+PTc?9#|^*(TB(P0_uqNi?`OE#!%m{Z=YPOBiMf9SX!Op2#8c-s55hDMHMYHKfcx>ItaKT<~d37j!@e{ zJ%_U)6?iPU7AT*21B{>+b#-hzftv8qlXu>Pejobg#Z@xL96|NLBb61VQ^2CfTjrQv zKZz~Jv z7ARI?cz$$`>55ZnT39)z9&?O5p<}b88Fzn+LZh~*qpt%NUoEmcv74z5%j@$|EBDY= zn_}fFJNG|aLyCL9W?#{%*C`~ov2v#KMccHt=5r;Om z{g?XbPZ+tHF3ahVgShKC^iwPs3mUdy@g1sU2S55;$LhP`gl5--wFy?Pn%i}2TMX{~ zrB~XG9CJFg;bwnV{X4zJU`hHIFXd)M$oL|K&*H8ExI8_oyi#OYWu=t-q<`2tknIFwCd9}VdmfB_O$nicZ_w`p7i+$uYJsM+CP#G;!;bt zbq6*A!?BpF5~(>Tml2Lh;Ry>E*qNN(WwsTh?8xFc-#ZOxCVQMEm4{JbnB>sUTVH-A`IZ9MH&EtoxSOw%CtXG%?TsmLcR3V_Xs?6?HR5ge zifxGW3t*SE-#LSRf3z3(QI7slkmlU~G>Xsej$84tnnX8XUpyL3FqAL>F>Ddf@oKlzCSrXr$fU(P5 z$2_6Lko?=4(EkwQ*%_1(IQn2fG{ILMGA@!&v$B*0{AU{L$YMAuO}sjU^wkXj!yVt} zxmnsUC|Rzg#DRFd<*^-*8bob|hiLz)AToL{Ig4*zosxv{r&~f)xPG(0quGJpMMx73p$2qjIAHD=0 zmiRu+_uYeXraF0T;gBU1iSTeeBjXEV7IGVIeLoH2&+VYTqdtuKV85r8GNct+tV)-= z=|%ke_PNG|saL$ox%5hjCJcyLKz)qX2<#V(4OAAEha2~B46JFF0T~55UI(gjR7z{R zo*C`b2PfWcOgU$(4TmptL8Uz6d^JeNYb2_86J#Ijsx|Qm1Pf$sN@Lp`;ENrFYxE>i zfw|h+2W62rKva{%&ThREsOU=3wTbBUw#?&EXeT;fy(qc+-4uGi@QB&5KPr-Cm8tbwB+4FxIdg*0`m4EaX%e}P; zmk)p%@3=1QJ6QSBs)Yp|6gYj|F0yIa#m}7&TzxJo;M+ZSK44;Rs78sx#s7*3n`=Cp zPT2EBmmIPks%XIKyGOxw&2WV|R_=Q5Vj|f+oW6wixQ=}6TNo$=<nCk^LI}+Q1J@@pGyqqavn3o%FNjPF{{OZ>7!teBu{xLTb{C2_kuR|yqJDJxRno= z^=rX$@AjB-4SUe)5H5K&)(q0Rv9=n#jwQmEno^xyu5JjcA1^%2w%m?Lj_DV3d}%X^ zTqLcBB7J;yM`l8?{z-n{#wON2i zeg8(YV^Q$fo2SedbQgT>e-wN4qUC3A6%~S!-0k6yb>#r{Y5nVM?}XsdV(nwsOZh?E z_yNH~Y%Ea8?Gra;ml#+YBx(E@$V0a0EWrbtiS6%woAQEIJNo%;LyXXRnLSVmSX8;m z+YE|56>_>5M{NH)OO|;!Xc$7?o9;1`n#A^3Ws?$MJ0uJlcE#_jvX%#IBl2DEHVQ*G zlk$lpt9ikSSj8)`8`+Nzp3UvLdp6*HJ@f-Ff)uTP&N zzQ1xlJ{-=|tbOk)1n=JLS?O>{4#=dgd;dvL7}BgxchH~}03Gp>BsT5L&|-zxNTZw> zsJ{WUU!v_#lGIxzB~NVs(S4pyB?Vg0izf^HELc0hDmQd_7-a@6Y56TBX^HKRl3=tr zI*RWyiabG2V0o8wyeJ+ z487XYoR=93fV;Z)+eK*D;V0=+tP}Ebped^l{p&J$Shv)ueX-C=B7Z!8svv(o3H`j_ z>PnMzjxFFuVb_jq^!ixSs+qowBc2HVZX-2!f~z6a-8{a!GmMyD;-A?121u?$zK$}* zdh6}qJ^whDo>qLiRscGO4yjD@0I;^R-$bK~3nr%ZFf|Uc0KF?Y%E@)quqVD+i3=

Y>^?-915SEXn?ZAxcVezmaYXibH*|hvaGN1?Th=Oh#E;m21s|!L&d}6D z^Qil!(k!_93NZT5cl=+EKR+68e)sX|EZv^mx>W!>Z>bCPFL{yS%Dgp9A>O%6Sb4tV z@WB3ua@aB-7(W|lj6ZW^;JV2rFfC%JROgc1nP6=Ey7DO z+2GJQW}oNjvY^$g?|4G3B0NIh0xaX#5Y6AnT$=G%^!r=tnmd`E+B<{7(9pU!NtW>J z(Teek8wo^sTNBbnR|?j_R3?ol>zs-AuWIYGo7Pzf!WQN|%iLyULFQud?D#ez=pwwF zQtO2fkjodaTfdhPimVTNjNBIhF~*OEL7F@S9RW`w$n=QL$4_zNiS{7+x$+?oNou>C z0g2I*lFGa0aN78Cf%kAS5q=Mk$B-E1I+*TlCGPaWg-CvP%-$s7S`EC#L(Z~I(4WB0 zgzO2{9zwj{-uDpZSiZ0x?mx3iBZlt#*V~7hv5VCA3Bu}BdoF(_IZ&-3&0)Js z2uj}P+|=eQ0A9ZT$faq*2p42!AG=DAF1PJAVcaSYbJpwfNCV<{a(Z0y`Qp`DFkI1b zY$C%B+&afge)^Od%#4hN@3s=>JH16qUkTG1!UId}X&4lU$LAfhbZkrTO?a%)$DHf( z?(g>Bd+>X&VW?uzSj79{T&`Ve=)M91arUW$g`i zgt{6*&nqN>wv)v3=h}(eJK(h&P}WcXH`%hOw@ZhN(LeN}t)#)WW<$(UO))2`J z!mwdEpT?;!evrbVqAOg>4E3E-s|P-bg5|;IpPjdrhwAn1$tRPE{pTIus7H1{3m!Nx zV#QWy2h=M}_rA6?gVD<$9xS^=?7wicONSyz4AIY*tP32TCEs!OVvMDlx&c{kH+3ZT ze1E?ByT{AleSE4_wRfMz3uEVPS)sCIN`ff1T%aQ+xo$Npw%oZ%-}T7{!uX0?msjn$ z=`WOxyFT*ZT_D3XQQY+n9P-O2DIYn*bxVw}{S(StSm^h9`qX3Prx#u0WURu)|18&u ze)kNV{=UNWjmZ?!7>t6R;lJ z{}+96azg#bH?@B#{v-x_^p{*3@=*fXjpYlv(C>RA>3VtNfhsrP+7oO2j-3m#3{`qM zav(r=ftY@qy9B)cYGdr>i<(61)$XKGQOQs0P`^jo>Ry)(xMriD;V7p7o%dNg$}%~D zPGxV+&a7rIe4uP7=H*e;q`1f_6@6)F=_0v^uSS`uKSF(NPha%)iYSG5x(7+e*9F3U zgJz4vEXnYZd)Uj&EQDa(gsuPkGWYSNd@~)qaDr>aGykjWh{oqg(ox6QECwHBT%#qW zR|1vyJ2h$6qwVjU<&@aO1tg6-s*SI5!fh{)za+JQfd2l=jk`@H-~o1ZErSwb`@4*# z#SV<9!@C=43MMbwfVZZ3uS^6LV5Gi>gy&mFknQ1m$iJu=%orCQa$0f>6+d$H!T}*^ zxKBdk;7|~;{U@D0d{Wy)(fd2I)8f(cU~BD8a;V4;sUDV#t8%e}k8!#B<|@mehE;0h z<>nRO)QfZV*B3~@SG=aJSLii}#+xd2;jVL@3bZJ>7!_}10?I5ysh8L*K+AUhqIJ8S zz)jKhV>ywxL1olnijw#VRC;yQHuXtaIKtiMl0l+I)St+~!>2=y&OzHcgNADKbCBV2 zJ-edAsW7DtrXBOc&6~MAU$9fxrS`5E+*QW@&Uv{K@C)xKF}FhR|4m5g3MRM!$ph*g z2TyQ9?;ff9FL)uS(r{C~wMhb&Eo*^~vWV@U%%j^P-JuR!CvTlyc#W9<3i`(V*BzTd zo50l7 zO(SlC8TXg>vackeERqK5Quj#1^Gn@gJB}CKx#F3zfrPl)RBh zg_8%RJzq89_HA?dZ{xAUGAeZ%5w{0 zJWU7p8n6TiFFZrtK*|kmnGb(@Y)t(AxrN&64v(_S!6tQn5y>=d^z)qfRurs~g{I|l zuh&c10=Kuc!PUqmkmtR{-~nwI%6&&{d4#qwBx6QJi8x3QjZf^!WG5FzE!?B6v#M!v zD!iE6ANAVq3{2unSg2R;HSc=0os(m?7ne9Bd^_XJ|GZhtU zGPDm7wOXA$KR^H1;}7BZzBk_d?&D*NbgaF$4wsL)zUn{Fc$*)~>qEBGPuO`lv1Rbw zOCfAf99t%w*B_0~t+hX?j+LKkKSOmKeLo-uC(0^Sw@bGfJI}nfZEiiFEsd39aG0a2 zPnF4Ly<)8VND*D}jw52&a^Bs|L7~Fvc>DFQRU}KiHVUV&cGR}cVst#i$iEzM`4n{! zFL&%YRjhn$X0=GMGA^IHrYdt`D_;{<-=$Rx)ZE#nuz14$5~XaTC7(*d4M&7S)<>uU zrJ5P>xO+nI{$9bLSHc3ITfu{2Dw78u=W}DxS)c_{`WM~K?3RYLBe&vQfiCtu7=1PK z?!CBZfk0oL66O zvQXH7t-o1Jov1&qRiY}=55?g}<;su`%qpPbO^nWa5+TU+ZjC~CgAiD=SfW`qgd5%w zop~BJq6Pe`BQ;YTBw!+W_dtLv@qRHa;bcNh5&|v9IaRdAwgPI_({T^czweCO6+@+4 z?EspJHX9ufzX{fo-LudUOhO_1%Lc_>h{Gpqij>7o6o~ZOGhSI~IZ+Bb##KxFy@TMh zqU$HuwIo7O?xI*(IyC~jW2}Tb_K2qT9^gL-u<0`gTREIcT(mk`%c)z&}isW=AbVUV24lvz zu<(_-?ux_Eue1M1xFBv_z5Kio6ek3s>$2XeA@ub& zU60H6U%V55@jH#I*$oYVg>Aj|u(llZsJXkE>m2d*&i<VATK8 z314Le=&d+|&^b7PmOET!Y66cz&=%F}6Qb8q{)xHKV)}AWM1oWD{w89+OK^4-Oog9> z&kwM4*t5;f0j*wZ4=WXYv7fJ_c{!cME4T=k1$@2 z@bdLEVdN;(5PbPrx7!_LA1x4B+wsim4cKIjgzz0m1t+K_471V*6V| zlc7Jb1(%OJs$q{^egmhkV^2V$Y!2>uGWucNSKr+y)EAczyf3LzxVZ*m`%kD{%fT(F zh%JxHpKI0;zlDukw-2wTrQC&k-{hBZ;rhdj6LYj}x^X?e=2OMJy^=)dtHA9Ow^Rp%K>;N=p-MB#QYPMcnuSy_b&H(Z}0 zb4wIf(J!kBK#1+%%&w8|5XuH~?Q4vj$YsHH8u_!Xwn9)J>1t$mH6XHov*^3($q-pc ze!aT@H9&0t`s6L`;NH86$j!?$F9uVBRuxl6vJ<0V`gtArApZiTE#&L9PyR9Rb8B0y z?%IM6OrALaNQ)TM1+cXyg$kdLjIpT%QrA-I|_#1?2zFe93pTC~7+1Pfw@r0(0Kug?54GQ3p2_EHAh(3Kt>S&sSWA zME)pZvb%D(j}3B`sTv))i~fEWWyGG-ECSOuy`_;`w4MlWGRCf$^+XoZZ(4i6dI9l% z;z!4~LnNZz;~;%y98|TRY3BfF(~m^&?s#xWtDtJt>KJ{zwZA zUVFPm0^Z}V3Y0uZe0}mq$G6-jU&s2!rwT@1^6UI@^g!Kmk=179F>sHjf7f)+GgOZH zaaO;B?SLfo%7TK8)hIJmp8u$?7_=5{jD=dn`aB%^GWf3v z!vY6h4fZ7>tzc4t=@!>MQ z1($SWv3N}VTt|#QF!GpK5)MArQLKK}yrwaRefP0t(#8ce!(#j;7Fh}zvOn|CGo^HAOYmks@)7qgj ziaOpCdyD#1CkWDC7S<_Mhia0^?-o2S0ar<*7G38j-X9jO(3~DL=YRsm`}5R%6oKTr z%`KyaqEMBwB1rr=alGw*$8kjTjXZ2;f5jR%sgJb-#$MVdJiC0dNh>c?+&UGoof)t# zy9E54M}h0iR_a!W{(WSi%;~YWcR+sq_JwxxrKrtjn#Y;hCE=#lyih)M;`N_nRetTm zlPqw>>Eitd=p}$@ZL-$Md;zGOWav?ce*PHdyqM#n{dW~McgsOC7CG7sBjWpYFt~qv z#P9=?54Q+R$`!JWftGB?cFqmMMEO9j!HGIQlo;H3W@pFhdg6Q_F_VM?<<166_f6@~ z)Xkp{Oi@KK?Ddm{P60AjcW(Ur^%e=~mna)2uN1N8A-#bLEcCP($dQBTM-||)BgFfY2V0n` zwa9p3rf!R=h9Cm08n32uWeGsaWbxz03s)2I)AOde@7m|GaOkj|@Mb1rIY!Tad#uUf z6}(o7&IfEo5sEN+aG$J>tXOpvtoIc6tJ4`mDel=ZJjm1z&Var9S7cV9{Dw!0*lN-F z^<%dD#F8e=v{5Dt!#xF^+Pv5_mXnc{bTP_rv$-+@1 zqt1_kKcAn3^Y2eS@c-6+n}tW8>ZbE_1%}^}b@Dw73gcKFIX-<_=5xRgqp!f;&@{rrsSvo?FPDS&Xz1a(#KVmLj#sz8@f9IH2R%YRoRAiRFdn_@<| zy*B@W^_rzWz5jow)z521_mr0G=;3v6G+0B!#`xU4<4cb4u}E1s35q`!Uin}~0qhOV z^j76BhJw=1w@923o45VM{vWy)|e);$ui{C{b_ZbBfM%|b64o;v1mC4!;-C`E5<}icdMP!s(JrEA zOXK&5%aro3v@n&>9)$hjv>m;w#?9mZ z2COhm@hXa<0b$S0A>U30*cV@WT#@YOuh%C?kD=-WS)k0o*;2)Yd|12SG{XP1xP{9A zsha>xKh)_wqM`<4?a0pkD`;R--qQtlL`3FokKfz;rS41_o*H@vc+o=sHRxyk>HQOG zAi%UFyx3|I6jfgL*mvjGueVp6rtCf17-3_+jUjdEuU~K30^Ki#Bu)aF_{L3L=N5ny z<}UmU+>2nmCaoXq1%aP#->o-_YC^b};G?qOw>J(h`|14?`j2F6{6ka91n7C2QnM$Y z1`IV7jX1TU-`}WpEh#Wz#ZN!~N))5_#uj>5-W+FnbSL{y@1JmdyQ*rmg%l>izBMcK zqLY6;KNZ(J8#r}>5$$7cO`p*7w@ppYll=kK%-1FpYgrh%YVNf~oEa5wiRmCiMy@f~7{e{E+w2o#Ey(uG-jQ7O}WO>EO070Mdv z30XnkZ~x#YN(uJ^X<)Xx`H@TBRbLC`cs#Q6>=bpS3@1>+u&I6*nJl zU$Wlq`|Y1u<8>FB(m<`Vx#E77BH(Ct-%x@zKdf}TaaD)Igh+qp`v#nlj1AJ6x%i2z z5ZnJp$G2vHM{aRpC!cUogU3Rp(P=#rcWkKkC2uAevUWOGDs8;_k?I98Z7x`dq-aq?!H=KRn24 z7jZL?czqD$nt7(L#|EcvMMe1D`T71MoPWPt{Q2F-r^hGdmhS%)%lp*hdvn(s_Eh{^ z-s`=&#(Jw9cRgcg2A|#eDBSO>2>VqF%W!P(#ogaRC?_oQsF-hkaen}-FNSaUxPP91 znN1IBi)^CC=5zE6&zV!L_^{!Dk`R|O0}}J!ads5on)~5yY-{D z$P{N=N)5?btyb??BLp6`+#X*^#}8v-M!CdoHW2BT&oC%7`JNRn+q}b3e5ojr95ar8 zdnBB%Jl9&^9JP5+p?Zwmik-LiyT_+eRV(m{axqNrKt2iV7X_sh;U~$g1z@@e`12voa-CtmNW4ZK1uO?M%1%^N0dyH!P^hSgNcYSAMeJ5QX2k!Sug#ArqO|QOT zKzRLw5QQs?L~O8nrZt4s7sEFk;`1k5eEw2DcR4J^pkyH_?)r|#vEYCY)`a&H#4=B>bO+kLXLL%rp3*-@|+_KGlr{S-+|B5(eCeL9~s3t#o;hoe1EN?NE;h-#?3_UOkiawB{ zdU?iB{z26HWLCcg>Ps1~e{z5R%lQ$tCWI-#h5~;4NFm#qy_iTpjGmaIM!`*11CkqX zKNan5kEr;0`LMgsIo>#X1l(P?zse{3*?-Re_-o8p^`c4PndZ=${!R1qU+c)0C@-9n=A5J!b^~^l@UX_;sr`$Tio>pi{644CuD7ou)qA}{u>C-ZP+YB z3Kv8k)eXxao7aDOhu3GnW4;U}L}$Efp3Og>z1C_)^SL#HVpaw31e$!5m&vr|Q?Wik zmMoW(kyri8$0yks#G8L{5{xi!OI@fwI`8@RI1ZA>I9-KS+ssMcF9@2~f1(HNB&Dvt z0HGJx0wnXlU!VPkw99NH$>4%F^%8B>#OniQ-eHd4yB`0)7JvSX598@C#}OLCYejUp z{OsK7@x5+wujifT_`Ur5QcvVv>MCQ>dFK)43^flw28N#=!Rl9V%8+Mk2k!f{FF0I2 z^|Q-Pp91irQ(WcoGoXC3KH$-CA8IK6fumdTYe4fxkh;(4 z$uHNB+cWlwX5kFbb&gMX^78Gx=UbHWUio%t5e$!Dp14AfdyhM2JcLIjFX@hS#g}0H zvI$5QKJuUE1J>_5$9?XTLhkn*8!X?=pAQI`(gd7rE{Ci4ARg;{=Z}|r^t-p_F^z!M z%o}`V8AGU7@00A*w@!c+K1WQ~4E4@yPeOZrZ#mwr2<8nTnuMgkU2S_}#{}4vp4B-Z`W{ul<(+$V;2qd={_Y(O>akxw zzUhCv11ki~0pnx@cbi%5wNW z=O-0y*!X4zQh4*RYg5$G`SZCy@e-e-zk9wjOwlLZa0!@#wvqcb?;0>ED+a zi?qn7#{PLeFy^1~!cz|S`|W&x($4FTrU>-K#pf@Y{k-yC7+N?jPEIiI3HzVh9xp@7 zS)TGg0-mB}x8iJ@h}O3kPd{XIurG#N)E_-+I{o9{Z!BQ9YCmsF4!u;5kvIkZ`uhjx z9{K-Ofa3NvG+6&yxME0j#EIPLSDGdyIv$tc|;K%JxM(IKR^aMG)z0#Vi zmu>#vt4vCHpKh)10Vm#V=ihzw4v~I&Ms_R4GAQ7dZO4~3siU9Q`-6Y)_1eV-b4j7j zYkT!4Ac-`+z2tD~iJEN^?Z4iC|MmR)uj9|}KEAzE)QQ!X+vl7I)NA>jILT=U@{{>k zKeycLj5TAc5MjPEH~xzRmk*hYF50VD-A$k`PTq4e{r15)LVa;^!v5wfhfgl6_*gJqp6fKn_ZS*9Jqe|=_m6d83y`8 zl#se~d*!41^Z))>`%$ze_v=ouQSlbkJzGbl-w_i(jzbL$uw~Vwj?g2_Y>W3^R ziSxO{(hP0KG6uM^Azi4==g0l0PSYE@X%#u_va4CLZpE*UC$R>|hPLD$P$i`hs;5Le zzR}BNU}Pn9C3UwthZ-E`L`0sBMG> zo{nIz+GX|Q`9P~F15242IjrI2d|bf&>-{(1`2JttkN)oCQ@LPq;lXX({kMcXuL`+% z% z2fo)H^WnW$eTvqoUjVxk&=>qa{`%iH&Zp1+-{kfyGw(CdQo#4@U5`x9{s+Gg{!Rm1 zPzZ!?Z(j(9%g+vxBlz#{qFqyGrs?tQGd?&zifdsQH6%d3RG~YB2DnT!H@4pfA&}l zjK=l)>Pev-&E6fAwZH!Rn4hixeEt3I>roMlmtnL31w6pty*c^C|6aa1pMU0)FCOZv zVUlBjIt90=uh{+g_0ajw_g~9@cYgjE-+#@hKj-_E7C3yF|4a9Yeu;MI|F%UY+U;N9 zXzQ{y(RqQ`u0%bOkVH}Eg=?Lu);ceWa;9GEOyf+4t{2rK(IZ3uPol@JM`A!px}Q>4 z*Urw=G;#kDCnsH9Yqzb|@?MHc)^2{*a@H6TD@HU|y(~U{k*Ve?OxtDN-so<%OwrwG z$(vfEkz2p%nF}lRQu<3Shc72+{g+f8s~3S(e*U(y*tX>Bw6qiVlWo|5{>K>o52cyJ z8V5gL^asnY9~Nr6*m?STdZ4SEoK~T&g#Pe(V4puMu>5i``%>-X^rcMU=l53yxvrTR z8l-LOXPda6>5D0>y5Jd-D_QV- zw_5wF_k=NSnZtWnpa2FqoBxPWvw0AUVkh(=R)X`*oLrF%;Q16+jptQt^|G&iU2VMH$kxZt)5F-=Gr+;;t9zv|UL$hv z?09hu9^cFJfbpF@JD3~i^VtEiSa;6i`q`VvW1Gx6lV@*4a2|Xj{G%rLeE3IA@M$r7 z6LvH^=8&LCGP`8iSFX$<{YsfRq+gk{>N}Y;JAMx4%mc<}&g|fCm@_+oz@z9sae>)- z_9pW%XZA(}=fP*rKWc){oPX2=pEkBId|W)7=3R4U$Iro>dBFJ0nH~HMb7lt+cod&Gvp1QCIkPt+I1fH^{!tTr=KP~3 z_{^ET$!F%wAwe@|b_s?#b4b53XLc$3SLQfub+GsI@$|5E+47Y&VwlK76sd@@*rWwN zO8pHGpDo0|rMT!sER@8CnOPzeF*7mV%;~3xACFk zSm>;t#s?Ghi|^&Xh2neoZ=v|!#fQ?PJxfr7_9}i2^H+}&)PD6Qel6oyPx_)`fWy~W zjNK&=&EjuSyt8|8RtUZizlE^iJos(3FxDxv`0raF&LOjU?^`HApZLD}8z8>t{sxHe zw{L;8Xs>-+rvGYnuPu&WZI0bp6WJVx;hx>%vjFhzjRP>@tc|M_{5xCYU^w&5YH1vh zpg(*&&k4h~@|-Yy8{=RM7>j-3_B-|z_N4V2uzE^Ek?8V>(!#qc3q5KaK0%r;O%s+KO-2vE;Zkv z@UJ?dH@=^7^IdiN3d7C~{CM%DcS6i;Uiyk5y6W_`9_N8s78|^?;I2RXjjv|!bvAF! zj-1V3vm$R^H_*b1Um3W@}TFLQsZV~Q4Kf6!@Gk=IC*=%T03>x2) ze+$KT=xk6<-29tOj7#NaaqnymaEbn`UY@N9!8!1q{SO-8`}`j?z<2#@4Or2$cGh|{ z5oW9BnBywMXD@SnrNyl6zOsXGm-+YXm<>G#JN_1m&yLxk->_pgF@fjM{r$~#htFf0 zhaLam9Qf?`2MzGq@edl{vtzafpV={MJ(?Y})nnK(tL!T~W|e(q2jNcg@7XaMdJcB{ zEfk*}vq8UM$86%iWyfp{=3&QdO$g3`&yIi40G}QIpaDKRW^3@79kbS>*)dx^h8?rY zzOrLB8S7Vee7nQ^%nT7soFIxSgh*@(fge%kgyA!S5ViytNeD%_ZQ?9Zgb<9o7%*!D zA%qk3jn9C2!1&&u2aNA|LNFuR>qK>Ej}z9h&T_@zv)5R^dYTZA*<)gMo}aOE?=inc z&9TRv6@u^CZz138F~6Zq+^vizrGYXr36U{~(W{$n-EC75z;Q-(4O>vb3dr5TLZ=y2} zhBN!D^9=_i=nvmNbHebwGbaq+H#is#+B3Kk?bkK$^WOEdb+J28BI{xhoS4-Re~lv& z<69OZX27j!m@59i-I{*Y3umfXZ8}F^_!gZ5gm2F|K={`D3i|6V5?2XQ5)x-BS4s3? z+g~@2e7=E%M32Q)3SFavtp0Kurai~-X`fFb*apayv9seLE;nkB3oj(nEY_hHbukK_tXE>L_ zdkfx=xEVhI*Y>44q}Lk8|yB! z#8yEN*ylaje{~9>e|&FrY`LVy2+OmijP21#c0sIXQQs=$V4w1gk-H7j(eg0loak}{ z*y~jEbcZ5HZX-ptogp%^X6&efwGYy^p}73MwF0vHWSirrvpmSB7%4yxsWuWs>W`p7wCqsY(3}t1~ybY)I0BB1z&HER}>o?g^6Z|7gOxm z`qu+!MpwK?KD+VrQSZdre)0G)xSetR#NxPJAoxD@Xuy?#iE%z8|v#@xaRc$8Bhx}Vi7Uu(U z^%IBKc~#(57l}4gJ6`bmM#@og$7sZM;R?-9?%K#1^S)?1Pa7o3_n}Pu6Gi00KBt5Y z!J)|5hK6UUch?{d9~+LVtNI|xZX(`?7RVt0PBKaF3WLv-4kf*H4+lrLg&|210Wj#p zf&sgCuHf-hMPEpNAY5}-%PP?(0XUKzU>5X=gokgA^D?9PR@Yv7T4J{lWZTT&nO{AD zsxu5?Q_ISRQGIO;d+4gbi*=j1L={V6+b!_s!nbAs6#Wm5$ZF$?{*~zOABZZjV^=oX9 z0!L{t%X(!bS0l_tzAO|`y=a@Q#c7BbolKyK(DgwK8ymx#loXIf`h(dXtf^A+jmM7 zYDZs{%(yj)TDK=FT)Qn3KJOVq-tI2~N9p=rKc!KFwRsAf6C%PuX|D~^YFxUiUugv*7u!f7b14+r#c=9^rHvu7x-LUt1G^8Rza*smf`9@- zzvB3rNUbo~B=VNYzVi@R-*xfR%9GonV@&zl+m>O#{r*hW*^%v#G}u2P!s-}!a5Yq> zOll9T=RX{nd?5q8Jekg0V26HjvNwZO!#D$|PPrL$ge(_Q1_$+R$hZxTrCi&kw5}8$ zJFoE2hGGm9xB9I0j}U@&O2WFQNZ+AGN6lKEWSxSPCoC@fTXd9$m{*IPW+Zu#i+lTb3K^XF3X;O5J=te|z z<+-|iUteT3&G}mwgjOQ0;x1`Eg<)`iMO%?^LpZQqy|l!+AcEuIIn|`0ng^6?Q}<4Ex|R-w&mY zlufu7hDfI|Dly9kV&&corD@*^MPkeTF4bbiMnc%K;!d}h`O?|ga%w@9p!LOb*z(4T ztQ~f?BG@w31?4Sm?wQzfr_@V%hBOsySyYidPIEHquXy%3rhTl|Q=4|j>FariV~?DB z02ZJ3j(H=~Nu0ipi*lVE%y9aiiM*|G<`C{h&!~O{<9H98zV2NYpDWUpV*3jb-I?nh zA&f2W59lB9OT_8R|1nHteLqg$O|&ErYEOkhog*Lb`0m{cQrGOzEO!ooo6^P_;8RcF zX*r?oY!w8P9SUPKPow}(f0~6CrT4;zPo+3Ev!wuW?}D2$qQY=w?Bwprj%k$aQPFeM zGucqiXy(rAy*1!Qkm>l$qEZ<2vXv~@t`C%V#GRyCD+-hLR1FWdO{2=`0ypsXXTm&L z+N$p260jwb-u8)uI=q;3+tuT!BzUTqNYNJ^jaYzV8$EROklky?@9f-RgPiT%_q?iF z4H1b_XgQ?36Hz=d-ICp9jFj2d^^gVoAf_{ic~g~_BTT279&?t2!T0_%g8FUYAYyv_ zLfx$Zxc^QVFH@`=Fz2bd>n0xrv&5X0C+iacNuQF*l`E0(%ro)9LHb0nrSmZy9u$H# z58Y>CLMBmEjjb|#oH=mg_B(BDXRFXJoCS7aX{AtVm&-(7(Gw8(6qR`Jl?c==ruUSn ze2rQsy3+g*{V7O#SWE3qTM>9+^XTeUay6LR$?~MkNC;Sn9xbxZiAI=o27)IPbP$!H z=MP!qZIEa>-`v`m<%m{l^VrP=JCOje%2Oua5ILA|dBZ|~A4K!O+x1j2==|-rhPwX2 zFt}8?_I7_yIH(v2^PtQLfNMvBXyrQHK!Nx>`;(J_@J4*E!uzfS&>I&rU34@Oc1k_8 zl>U$a`b1uY7j6=QuPj$ShcgqXLsi#bZXL{qjRR_?M-!_6-=lj6n7m4%kU&6#dK`Lu zLP+s8UJ(1i|3uWGf1^ z|FU^MQ4cxlAfXGHS8~|fAUAamJ!nl|j(7;xS1f-Uio9N8`o3A(2#Ma+r52asgKR0A zkzC5Fh{P`w-PCtJ3~~&JFN)*c3rcz;JwiMD;jo^ZZ9a_`&^c|#*v}9QOB$%I1TRPd z*+c7*VyC^Z@6*|A*Jr7~VEPfg5s47oUO%(_QrR2SnCN1?3sTw8y4U-?=$&dn<{5WX zi>DMW9`Rk@vb7KB?vUDPA|ndzNhZcJHcp|a4IfTr8)d>)_f?-BB%A@evlfDy-Re+U zm&$|Xr4*nMze%My5RHUx=}xN;(?|Td9+Zh0*&wdU0w=Pcs34IlXS+^+3PxUb$XrT>s+4PS0g&gUYs3jgH?SJy zwixvULWljr?6;i~z$)wM@SLznNO2%f=}2J$xN5IKcX_1{-2GfWCBL?XQ=HyJc@0CF9 ztHXt0CB4Gc79LgDd_TLcTu2ZY)D(-{SsRV)Y7Nh6<4dUUC#6Y>U~JhvbEEmPx48HvD!15vfdnodJtkSHOi_}9#cRtveMhENhAoqq zTJhNOh+@mqAKBME*l-G4elR6?nx0i1Tc+(+Kk2)0A2!}TYJXKIUW?P$eLGWK&mb<| zw(CS%UfhOzVdaods)BesPT$g~`d*%P-1$GT@{${^$LZ@;A62}#1{ZIsUYz59{0fJ^ z%jxQKT>z)Ae#xh3<8U>szMpe~Z~v72$ER^uR`0avhCB(4(`R~O=oZBzg40RU z$LI|ZdD#GtoNe|94eP$`{+CfmT~Oq6N81niaKkhc&L|?} z!%-=xDJ78Tv_q+HXvmPwDoQyI*S&v@r!RO>Cf(ctHF!qDw_ zloyBnBx>*8#%{Hq9C(-d0H9N<1QrM1eDEtd2Pt3zox&AQdj%u_Q&y0j=uH&0U z799q(VTZD|l?y|@W@e@KO>a>GBLO5?g*ou)(ie4UORK>^hx98!uX8Z?NzI*Hl_!8j z_D(8=k|%+t+iqkV0_{|q4+uCV z0T-qhW!uIhq1KGY`H~$;AR%F6@WL@io4uVAgXswUVYiv?YlFgrs;%Ai>5Lu?qL`fQ^2 zIKL56DW$#SEuSBvn=>hONJI&_BDwbR5yLQeip_fay{G#@SWQCOsGUE2mOqtht{4RT zBh^GxH9{a?>HX)S_p(5^*rA|B@#yO*ye(ccdryL^wE7K&=zN>M;mY!5%cwvvXJVN! zk_!hkSWKhoT7cAE$ZA|x3dwHdpMGdI4n*_C#ayk$phPU+!>t=hLC>;KG3(S*u;|32 z0ad+95a=CP_LOo3R7qo)7S9v_b|g_FnKn99ND7cc!>h^kOT!R%?(laquMLsb(d&;bw)i1a%O7^`QB*?y*Vp$SUC)2_ z@p+q`YTmzL7dC!NE0NY(JKTI1Qst@+;-Gz2QL4SbYkHt zZzc}AsCA#k;$@ZgrKpMH@`>_*{+-cNxc$4~TZgKQMBM(}w8jaQ8xi+cJo_Be z9_Sb}G`QjPJ)7yUsY4ETePj!bt$ct3E?+ZyUL^ER(|fP=Bj;Ne}+*n_+C|6}jX z!?FCn{c%JYlaLURAu?o0nV!A32$4C;7)pjROQ?iQ$&fiiW)YcZGS6h53duZ`c?!|* zd4JA1p6_43e?EVlbDitlf4Hx8t>w92yX{%8*V=pSyV3?9K;3EX{{T9|9KQ#$qpOx6 zb$|0?KhX;qO2nYD;T8>eSO~}Ru=-3)Nhzkk>m5j<6{Nn_auGtccSO?JcwqB)lJnYB z8mwP!Xw`Vy02UtWNc6odfYqe{bth?%sAr>=i7rs?z)D9tRH7;9)wDWt2H{kaxgr#Yl1?=667n|&C)`AHCQsq3j{5Es1q>FYL+)h4Fj zB;v}cijnW)9#P0I)v+J@767rC}oMhmDU|xvA`^zGzcGuzAqfB?`*T3&w zVdMogxPRQbD&q)GrppV7Y?y`f=Wd_3Y~xg=zt--!WB3PD3vqYI4HRw z`v=8K4cPzKr0EkoJ+Ea7>?Gf%n7o?R5gHQR`*? z=ch{O^xQ`NqTzj{yZp1uv=4*cIjL3qrnsS#O|n-vPO757=1(RS*zplxrvZ!BB1n@Z z@7Z#wJ1l=3cSVo-HRuks3m+_b0yoQ=C=K`?1EFU5HvNO=a7J%W@j+rb>?NEAECp91fegmO$Q=7F0mCB!p1;*fN-reL$312C@n zk7p{rMd$!3cXF#E<4n&)Lb>}0jbDvPmqaLdvQD8V>Lrr9)xWK@q>7B3y&f71*(2YG z1^k&=5yUeco>7O@gUOfv`isnZ0*c~a7dccMq1{)}bh$ut&?tOZL|^nA#&gq83h9M| z&O97yP+m;Ta z^H(l_`p%#cv#}sFP~glOR(lI&4L|Tct$80^z%+EVJ75sI8ggrJcS9t+iK@{$Du~U9 zdX0e10V$ri8*-xY%K!20e{;R~@9GJoj9~n{O&oveR1K?$Y2oVkjn5zFZz;MS@y){; zvIhAjpCfznbHfciFB~6T;x{xjA51^;H~sMPCGf%3@3)4k8}XBHe49o1IIHI`u6{q$ z{OMvf32wcivaor_LgVcb--f1?CB=Nj;dSdiYv7fR<69?*1R@sW7e~*pqaxhDOoYSB zsJ7bmqKEs)&tN&0|3(^zSN47;z5F>G-V^cRVsDag@pC#+2@VrDyjJ1r{fR6%y#Hu| z|MwEh6#5NV7kQEi$mZ?MXFcfDlV8J>(!z2>QB4PMLgpG{perWl!v4e!AP!5(j2Nu7Kf7ygm(}u_K*OxTXXy zlSVzgS~Ukq8wH(|J9yyn?LP@K4!#YAZuPj%# z(LZzW&%Jr5>~yV-2OQfDd4DFt6RZzAjXe)`hIm5T96n6Bn=*q`Ck0%RW9iIn^-@pC<&8! zNy1}_S;5AmZ;7jd5vWMIg}*pT9n~=lI?_HhLj*godAlD6Yt)oYF747*mTP4V8%`h9@2{n@{PSx3xD|X#DJW?Xxq~*P61re!?2$8*%ey z9lV4hJeLhkQzC#aq!ct^@r9Q})-_U7vG(J$rwD7Y>m#(M17)Dgiujfkg1BH_>lQ)z5Bbbg~P**YJ% z(NYwS_e#L)d%`ZfoNQpPabTxgau@;l)?%aDynNxOCqiQ4k0Zg3^5`%SJU zx7qYN!D-*uB4Xq&pyy{B zvZn*~I2xeBQTUm~HWO}U%W()2bc20Ky)UQD%b?`nju9n>U69(^n^A4Z3-#@u)BW5& z4t70sPi0P~W94SJ;d*EnD6#w`*rfts!XH8_`kPn4;GD-}w}fz{@|5K57IvK>bcXcj zi$n{=;d^l+V_6Sb+N-*BeG5dzQGZpw8<`=tla*Gi_nspS#qi4?Rd1m-4!kJJR1bK8 z@jy6j*c*g<+}3S9<^qZNSk6=?TZ37kGKWFamMM zdr}#n&_w6T@w)dX%utz&mR&rp3>xXRG`92(L}>QgnG`WSl+5AoD7EQ=47uFDt6!Hu z|I_pPznjnhw~ue%0k6dbcpT{gmBZAxb{Dby@SoRtdUm5fu{iys?=@~!)rQj(ivs&< z6$Usx(^H^F_4;MT(eG=yoVe%IUVLP0s!VFWappO)oj9b2Y_6pp*^j1^dI~9U`xgvE zcn|O=!_j}?5mKkT2Q_hc110yIbmDP%ney`d@8`Ze`n=j`5w6esIJ|@`k3NxNaCk#L z7YNXx%%k|^VvcGzypkh(Oy}+|FL4~+oS9>V-7j!>`A!w}gt6oB2D^{G-p}@cMXJL) zZF+vd*ZK)N6_*Q4x@&<)t5arnUFm`I4P*Q1^hY}rAT(J6qeDH&p)tS0>(z^MH}k8 zkdq|-`nlhSm@~vNVO)giuvNeFLgR~Ku=(>gTkQ`CICRJ4PUuTc5Ls4qc||?~6`WM{ zC2zfpZh2RI7Q;7368I`(SES|96|YX0_qyW3`dXdqE_qz+)trFx5Cqn31 zCZ}aUmIs{GZ||1)NUJ}rd z)9CFn1~w3LX5X$`JOX)qv05&?potDTlw2>Rn4yzCX|BHG(ulA7k=f}KEZ@!d zMuvC2uL*Pzv>Og>6hj{0yAY0M@D)C@Myr_wRp(|DVCpJ(bxEm z*<0mT+vCrKCr2#jxL6y2SjuE=v|S05R%ss%l$ir>y~%HO-sXWfhx)g@dUh}u>dbzh z@=Aj*o)=5hn&boJEvJoR*%Hvw?>bv77aKTC?SYc?5$I#rSaE*TZIr@b{!tjK2Sxh^ z9BGrJ5ffk8{4bF}G+v5-VY5mXJym`4UNznYomP-I=~X2De|-DjTrd8+dg7tTO;7K6 z9Di9#awlH;fa}Mja+h+-6TsE?5_G%Sr|Nu<_$Y{`XlXbHSC9L3u4+;Ad^+-Dh@(d6 z=Sq+4DQ;CFXI|bTJ3e{*K1~3w-gj7fJ?!CxIr2xGXQauDjX2_4M5q-EI&gT^sfr)b zUc%w^EIej$>K?BDK~j9LTg(TCS6AW+6`VM{*R8~qc9?N^|10jl?)w9&t+K=3ux%}z1KtS)O)_(AvH@JA8i?ErA*M3kWbH(3ZIU1ORB#_a+=71+pKgVZr+``y& z(*>mq6+mgh$%{&y9e{Uzok1?B3bO3HAPRr71Wv7 zucF3#XC%tNyOHXyUP39ztjlX(oyiSec$^PsDPBjd=hTFT^Djze+_1M7f$>OrxiUN+v_OI!y!kUFK8OgFeeL#_LyBRv zz7F|XXm;17sl=BHv7gFzvU1*nPp(N^6LoqAqbbYnT0Hw8n~@G3Rfq|+c;M?S5H$ja z2ah{c2`az^ZQ00B(p4B~`;|-}Ngb}=CbY7JrLbU=J%__&1C-ps9&=7hLoZVhw>}0fw|s?1sQ)g$mpSp zIVoWaXAo z4t!DfcP!Mi7^F=+Q{b9Hu<({mtDPVxAicW$Hjg_V#qnP1y5O#Z__g?03QX+L=wJV1 z4!gHd!sYGs5}sIOd^MrP>Z&PP|3$L&1pDvp8a&1zA#?+UHV7BIE%t^T#){Pe_<_Lq zxV`U$y&IIhaPHGoPjJqHH<(5iacRti?f+gFCaA(-AK$9Z^#8;k>OZSoWG$W5lVbX!#)#VRR_ zCpg+8+jyI@M{25wymI$)GmJ$aX4QG@$IOvZZr#JuSRXXQQGEQ4t{fsDCEb$6?hozC zE3=PQ1p#^zmy+5fH@IEloLkUk58SzpPW1fsgiVbT;H+)}2(_r(^w9T%Q&H!_X6K{9 zOX;Qlv0@IW_SW;&+NW(ym*wmm3Dp8v_v9kot-TH~+Jw1F^Slb4vhCm!ZC?V(UGNs0 zrVwnKYpw`v!ULo%$+j>f2d)N~+z^y511`#@ow=$~@TInU+dw}L7;PQ7Prw(CoCjwZ zzi}EM5tc|J_?_fpg20OIGFifM0BIO~{G|BpAJNv4k}jxC+>NrThCq z!u`$i1h-VM-XFkNaEcuk=Smp4*#5yN;i(-`jub*f!&t)nX&Q_=e9uvxsfJP!UDfBW z?E|66#UwIbA=o|Ml|`dX1tQ26wfk&x;n&Ib7#+iA5KeQ7R?8JZmkk~D;X)yBs>!=b z0mY#{%meRI?nkK1=x>)mtsN4(dAYph`(5;lvQuVnDhB=OXDg2rQb<(pfWg1u44*N+NdT%N5Qb3q4KJ=2Z% z`mhS>W)?}l@^;r9Qz2d)TJ2;=mF+fAM-e=^S_ z{{Om0Rqa^v`pBlcv!~xmg*#6XuG8TvV~gu&ICvdryUJU66u)@$OY%!{p(8uQ!k}Sy zEc?hVX_jrzx{8kMrCV-Q`4w^h;|yna1pASFA=!qh`T&R5*ug^0sSk&@iA>4g<+$Kc{AN@Br|G{qyeix_ z?h}&W$S>9P<6O6p53J|9g8!~51lR@~M$ve>!AXmy5!VJsU?Ro5u1DqtlfDf9wlqiv zOgYqgqfh+cS;o)%j-_!xhq=w~0}}`2VKp+PZ1|1wTQEz99T(yTbXaQ66gt)GmgUV|SLB17-MC7KN)?fiJaZQRp*QTztR~~m2?Xu>ZVbI2u;(=+SQqmw?ZNW0-;1FM zPnZokLlisW!I|z4bg0k|O5z8}PNznLDk_G%wM888DSurmVeJ;?Ox+LXO``&s%D?{J zCAR}Gj)lMI8m@vbWUPgx4zYaXM}N)nr4X#gw+L(_zz1E4-)A={a^Z)t<~Ej`GO)j; ze1l9t3TF5j{wdBA=_q%FxS0!U?1&fBa`O`bBk_G-YJU)b)L~IHFg~E^mS_P5xy3*~E z;`0S?x5Ah-_i_igsPbH@GqDQh44Si4b}oVWlBoh2Lm^1L2<4gR@BwRm`8U(m99ZaG z;q2H@28Nf~-0cPtJVEv{MstA+e5-l-^S4qw3aMM404fG(?<~>NYf<*-MR~#*k4aTD z>d|(VKOh#dT*8*Rc^2rzlhld(V?Idj!Ih_*9P&t`{zRPrLvLvKR4$Pu^euQ(p}Mz* zJ#Rau#r-*{$q^h56a*kyFKC`@cCZr-R1P-^bCu((#jHX(x3(`_qYtg$-#*DE2|tbbvL;5Z>D zW!Lu)$j*je5A5foE>r-z)MBDv_)@T==A+1HIX}Sk-=g;)i$?>uJQN#pjS=41$!OhG zdz6@7D_op-ckQJXyUYQFMU|XYiMKFWQNP3pcJrY^`X%RgiC;hpr{j;L^HtCyR6EzW>lcuzTj!r3 z6M}vhlM;pQ-~mkCTgzqB9LQZ+)xT3+3am#qo@TTnSoy@dmYtg$m|@a1dnw{kZ?w|v z`G@+5enoh|&BY#_=4+EIH&R6(uF2F3UWrA~GI{Dx`^=H|e(E)fFdq~`!frpW{(pS? z-(4^MyLw{$0&;xdja&bwZ~iWlIE3Rb%W>W3kv6#gLAmfXA0x>(NBqLonG)+m&v|4s z&iSatu;TgyXh}oF9H-@Lu3z7JE>I!+YWEYo{3&9Nwz|x6$)&IKEBzIDF^&AP#TUK^0zzDXxET z$NJectzz}j^9}4oO1_r}AK4L^+77A8IJ~cun#ZpE#Nqu%6a2pyt+&K@mumnllsR^v z`W&`DU(hZxw$=-3iE?w6D?00l{%n&FRnA(3h!?F+>xb zQfD7BQ(D9(qT`pI`)>6aqK%tX7i2tb5o;LL1mkZ-wC^WlfJj16>@#nrrT}B)8B|z% zk2Dm`Y0`;*K^iFP3+4OdF;#SRJyTPZg$-S!cNTPUIe@P-9`$d3ON6gxX!xJD4MV+H z`6lTbHqbULqQn31EF3;j`=s1m6ITCRSi+>NKPfOAoFw4xLhf}8>IvDjoDjPTe ztW}pnvAzpL=~VGydME0Js%6 zdvQ=R7^E%4>Fa*-f_8!t{e#p`K@9o(YEuP&_yr9<_8w0HeOJ$24(SPlzO{Fk-o^4ZqN+NRftbe4Q+x4wM!y* zs;Y!NRSiSr{KRa1@E`=~XjmS8z^I|c zF3!i-Zez#yAW8qyOb9q;=l!+*y%%f^!$_4AID>@JDk)}qf4DfqUUtbf1$5ec{Jk}W z9bcfWXcT1&ou~e`>PUy5%#B6Z|5uEs?{~Rw&i|+M|j=-qD(V9eQTwO zo?{0@@3T}s|0n|6f<9Bp^x=W)-|+Ce>C0dr<&|c$6Agg1d2uL%Kn6CJUeFt(<^d7I z%wd_&6Hy5B-0|@kLv&{xL#6)E7MU$@zwA#`L_9Bw!(a8xxe zOa)9|ezJs9hQor(g@*)RQo!?B-{qC3!jQH!{ijnWA$C73A=63nGgQV`x}jJ%0NM-L z9~U_^Ly7*%7>_SIAdsZfkYrB;Ivuq4cRs-f&+|VxxEqu~5kK7pm#zk|$ys^t_B|Qc zE27T&v7Q$!>*%xxze_~M)jWB0%tmP7%?s}K$F_)htUl;<*e!Hd&GFUHN-)w96lJ4~ zF-AF3*@RnjAt<-0||V$e0ume2ohMS3@2Kpf)$Wv0G@lp$QO6Tqzn8&D?gEN z^Hd;wX8l1m^i?U4`?1Kg84(88rM!Ik_jAE%T^an5WDyvcemPw^lor&GrMK;xR>Ihu z!_Qb&r@-2T!SzSKTA*r~?3tEtL@?Y+-|VK$HOL-hY4^mF8u;dy$Gy5=4q0feHpd?I zf}7pj-qG+nB>fnBOgWVww0*<~oxYfe9$k{|71*^x$F2FZyCbmqfZU)VrcMWSCnxab zQHP*T@;$jhE_)R0_Z(cm5sHQuZu$0qGC~ZRq2_E@sd|Zx&vZdL6kHCf?AjUif}(WE zwSzv+famk~?L9mB5_;8pyzDvB)}+Mb6TtwAZkr1$re$wFahO!2;};W80$ zkGoI8=>Hi`X=gIiwhVyZGJdXI1I;iaY<#kv^*0#ZiTx@qd=*}J{g&G{0DE4f?eop^ zpUR;6ySoHD0}Wv4rW{R1hzwk=IJ>6*kQatVi=k091MtpM4iZfCEADowg1yXvXVq z@Y4JR;Fr~#w8QwrVmlaLaU&gM$P`YzF$srqeTT2Mf2M=avb;U#ZG|BRf1vKe3S!_m zcW_<>eTI!v3?Joge*@Y-Ftt~co1yal`kyhWKR`H4kGQkx3XC+^;F`oX5 zTm?TKQFyVnfY!Xm>_UAR_{*?pXH{ANc(}1;eNIk9X+FWKXHPsp#QtfSp&_q+hs2*CDa=ah~@cx!LwUZ?b z&D*}|#t9RFombB&t~-8)D`U!UJW2)tXF8tZ#m~)wWyL)J z-h9)1?+qptnD4~Y^ObnPiVoGAIrYwfJV%?(SHK@i@S=v=q!i#xx)6b9i}r#`f6rGfcNO`-x>>4MWq1Pn(y3coE*l&G8$u6aR_SSHESHUzG?67pSn)C3>T zE;aw=+y!`Z7*f1O5hyP}(Nv#A2+Xe}vekx^LeaFWoDhm8@NqG8^uv%e9Gm_7=cf}t zsC_K5J2#w&E?Q^&;hukhPO*r7JbYk_@H@Xw^XICd*?l2rt#83dS~R3iRKNs9<7=P^FGPG99FV4V7W_dsl?v=5IM^BP~L(bFMl2R!;>a|2Zh9GuaQ$ z9$3FK;BJOPwnWCuv^xNOH6p9G#p(}NonIs2cwq7xD-#WI8PuKo6nFACcK*1i=mNe; z!*jtB%Gv#wfLvm7yRKUzvb$)n_cIOKKjd_ruh!HS1;>_g8x$y_x8|f=7qNP&>9o?? z<^yA-WT5zlbSVT)lrrQ0qWV9+{qL?9|6M&1iVyowaRwgoOVk4MPpWIU^>c*=-F|v{ z9KY>pWQ}XugdfFs>z25Q&g1x2=Mh1Mcsg!Gz76R-FLeJ04i8B)e|QZs4)5|;zQlqGoPOve-Fx~) z6Nh(6@*AhyIu7shI0gBQw$De;n|W-N5&sp(w~hhp7cLp&@bWvvy^5$PJBt5k4zi-( z%N*JNXoCOuD!G0?uUabtvI+ICJyVYZm}AZ5BTYdt_U)xprkt-pPr+Y7o;RV;CUfOO z9CZ%38%KI!RVxPe4SAHwPG^C*yfzvE?E7+j_jt?NK9Yg`lUt`Vv|8b+$CE%t=P49Cm{-W5!76#pfN0OV+4ewbYpY zqC6rVmEIe#cSrKIGThTD>WFDB2EMEfL?u_p$WKtIqN2t>Dm0!_$bdb4qLG^x5iRk| zbtWE1PYj}}8?fg_6-InPMBt zD$e;i8t6h8DhL)@8{k9J;7!)Pzu@+mB6DkSJ=gHBaB!db>&?4*Z8sQ;C1Df!R; zI0q!ayoUangMaRqYpyTJVj|%E;frz#XJf#J(|`5$3xlAj9gkuWqdRz?oY+5pCloq$ zoZ+Pt&jcKU!-VKg4D7G^?l0G#0SL2_gMNGwhq65)*SZ}@K#*3_>WX12^lIZEo_IY0 zk|QE|xz_t(lw>0<1Hmzv-&uCHc>rPgjBupo0vTAb(?0YhZGyM%oNtoF_P5`DzaHJa zq6(k%=GF^pUIp_PgqAI{lMz{96o<>YAxh}^5y-n`g_IqfvKB>dAP3#`+f0$}h%DrF z;oTQ1Xl&kF=z2yVY8x2X_iMX_?rHMfye1F<`>jpi5wE=mj=_0pe{I59UjS;DY>*SdYD|EFo;O4D(B2dW>zwh{b+?G~aZ;GHi_lHBa|8gcpP0 zTBy8aSl%n}?6c2W&ZAJsui^OHr#1&%#d{H{QxXH^g$tC&53_;HiHPyP$HZaFMbTY} z0a9Qc=QX5yvlVt+{lxLDa0*n~KcXtA?uXvfPyP^65W!0&{BxbP2+B_#J9u@G0@P8c z#*UqCg5QrVC8x6Vf+(f|A3&uBMb~nB+zrIRkK*iG5{1b~r-8T+qj(>2k>*ZsA#2qA zr}g&iv73l@BU0w_S9f%%FPpDVsew2yGLO`~4@3grF7l=EsG=4^_rxXi4stY3@{(cu zM_1E~mcNq)Ludae^%fWg4t@%!xKf8fnqsQ7l{e*}JV1_0<4p`yxR}<~n_mI)Y@FT+ ze-($4?*qojf71YYl08Nhk2aVw^bM0)wgx(A7eY1k2jSKNdorgRHBA1c_#yJU6r3!Y z5ZLBs2859*RWz7psJm@ZbEa|}+$Hm7is@H{G*u%O4>hF#4aM^*9kXP#(|fFi%hnEg zF?^(oVYfoR4i6&lm8qeq-_NCnq&K`U6qMV#@&%$dy25oOLcT#?Sas})j))IF?Y~k zOcni4&+q?kKL6i7J{D%PYbY6~4+Js}n^;S5dgx|?$d%-!kRyJti+%e0tAF&79o0^M znJ!!G$gU*Yn~@g4=^aA+zF;ti6tE-A2Nhe9$1%h&E}`Cv@2?D-$X7&t#xJC^@3 z56tUS3S5EWaI%SSghk;LFcllQzjLb<-aVDQd5&lf(7e~8-cIa?JHi7@EK4U~p*^D& zsWvuW7yIpLX`Tf4&u1|gTxo*xe;cMJeFgx(>Z8BfAJkx(!HTu3loXIBxchrPHyJ50 z{$-m~c!)xlm~UI$wnoJ|Hz;YYC?Q$CYlTwl?r8JbhY06wEo7UAKUv%zh)mX%H=gXP zqq0r1_x>*;VAm}@#-8FhaC3=Q^}%U3hjIgfGxN5(80 zop%g0bU0@A0)yq>S0jy-pTuGH8wFkGbL8N*&Gun`L@Sh@CA$6^o6nv*v&cQb8-RSa z)>_Q?|h1vnp8P7|fs1p5lt=00in0uTA$4j&(=L8GO?j~eyj zpiA#z<#b;%B40CmD|{YXZ_~f3cw}UaZa>Z?vv@9#Dl7P|ZDIKcncb@#d9IFlS{tqt zO=If?zv&Tgfkgr5r+1%{5qn>4wi(BLWG_zNLcwT_UYQ(d;?>C`GsXl5zC3qqzs4Vp z9Z_{Oo1kWU;d>zBBlWTarmDyxD0L7$4u{)A=daq)CW6@Cy|WJ%0$|yXiR^_!Pw@74 z$;Be6P&mKCJPqUu!3jDQVlT>Q==#{5;A>hAFk)+MiM%fcV=9wgiy2S=C!x-k%=<0y zg(*EARXO(kkgr0?Y8v{W@V!uC8!g&kA zeIRD2v&dIa6^gi5f23Fv11eFr`#~Bjy9Kk?zKQdvoNExf2zFr*Qkc@!k)@NJD&%}Xs9zOOPaY68g zp$(DXp$D)CFq|E+4TZMW0t<_s*?|2klHU=Hfp=>5-pXL#_k9wdeNl^69Ofrati@81 z0o|;HAK@oj;p^qYz|ZVcAa_$Xg7S4g{Qj|G2AUDV4=!gq)U^;ydeoln*-ZwniFTRb z4>ZD@TQsS6(tAMu<00A$YpT#<;k4_IL@`htN;0Jql#I$EV$Vlr7$e0cqQHOjAUKs7 zpgJRm?s^2b41I7%jGXp#9jxj|i$7TDMQ|W`w2@y`*{kw@eEZ*AFaEoF;=A4z`SK+k ze`!8>7*ekK_K0t8HlMw&jd1JZIbO_MX2)WW{EW)ALso{k^Lwo8bD@}qwj=+^9np3= z>cJyB#lf-V^bZ_=RTUW=e{cp@-?Io$XRy<$AI1N5-lf(&k#fYh`OJ)u-QsX~UB*h? z%js}Z^0_KTVDG-8g9tj6=$6(0vckHwC}#AL55q^_b*hI0zTQ7=c8KW;HiVe zX4=2>Kx4z3N9o!SoV=J+r@glZlozU{DvnLV2(c2MM>#am>+kgphk7}voyfx8U`Gqw zWl#JZo#}`Ee~aid=q7;AX~}Ny81za z$Gh1%UK@~o(5viD&wa>t;1GYXijO|^*B9J(dp0Cv6P(zKdQ{991`z?-Eb$A=&$_1|z5@SWIz<}zUTE@R zJ2t+&S;2UenHIzlN!a$~^}__o(m}qKaqRg`eZiyyJ(!*+JZVTM3*?p;3W`3aqP$*z z3EQy;sBv6!cgM^c9oGp;rFW4-(^Ju1{;tl5fMHp%JxKw@D@lbueD97XuPkav^j$~y z*|;im`4eG}=)8QGuqGE76V6y-7``&f`OHo;Uyoe{-=)kM75Gv1V-2n@4K(3 zL7j$)SMHz;oV%`YjIl!wvRf5@*J5D+U!-Z;CWMFJ!}~m{0YdBGE_+>m!r>HbP&lSv z@RJ70&IWEjotA^i>k?mg2Wf%Ir}U{u6a6sRu(!cMegb?HYpDo%tq(a;E=d{Ok^|$T z0RpT2spyechiFT(38L1LJCTuKjY=1#+C8!Ls{DD?@ajcp)PH4#O>O)ZVqgu$d!6r& zMh-eiN6e*B&j4HDJ(ol{u4nVa(z^)!2tSrgs_-6$KG>ZZZ%zPV_%2?=`7v-YZe!zJ zUK3cMFT8y6WjZ_vt>@j{Yz8LUtZQYR^6-QN2es5gPSBN?Cw8LYE94`4ReVwjAFAy? z(ApQ6frG?tdUyV?!IhUP4ISNbFiGk~Q;sex7~mYHs%&f(E>) z7QA}vK#D`?)0Z35u=WGtx2kirusF$>q+L)R_Mee9u4X&~vd9#EwQ&!?9E)WyG3yD? z2|Ja4#p}b{H)W%0zsUk?8`7o4^;8t6JQ<>`Z-NYYt8JbPS|j|dgFnP1@@O>WzMFQN zGjdzIpk~gkh`2IpON~3+ky_8KohBY>^glhn|GWA8fBX2-mSZ<^{1T4%TasaNsH+QC zpWF3NH>t%&9r?F@Vh*1TeK@k^(k5BVIOUG)RFzZIwDdT=lbazCskc6Ps=% zF20W;Nbqzh4ljl!i`61o?+WC-yP!J|F zZ2wLw8m1ERXT=DWg0O@u%b+n04#D6zZfcdFlXP3jyiyJts)rFeYBPg7OpOYOQbVwO zb-3h-<`%e6tz4^gZW_j}3#4~9o`tNJ4+sl?%E6YBr1te2^xzJDY>3Lwe%QzOkSIlK z8uTsuQLEn8hZibej-8-T1ac#!4*1Qf=+tV=Fyo>bauR&Dk{)V}thOqRwDz#?Gd32x z%dz5&m}WF9K3QSkH~9C%pic|7el_=WZugKyf1U-7w5lb-kuSIG0v6IhO!Mr8=!qBz z1vyo92!g?l)!9!pY0>bez+%mbyG3A+Y*M)EAPpLCn((wAF9W~I%F5s3$wQua&qiKb zEFWFHLX>4Y1j9W|NMEU~gQQ^hW&LZ@kpDKf#Kaj|m~f{2weOZ3yj&SvE7?j5h)wRD zS6~=`TZUS*vE~yXQp{e=E?OVHy-YmOKO+kiOU?1|c2ZH2ybWW#g$eTgNML7-&1d9; zt+&t8%A+{1M~a%2&ZyS9f^eEq5wXtOc9b@{qg41c@_ZLE_Qxy zqv5n*C|+;Oe4!umO{_|KV)^z8yT|#!1wFX5Yb*GORu&v^@Ey{1q@uqnnq&z!CJ1kM zcwh^wPu(9`EQ=_}qa7JuZm9>(=+EuETnZxv^xE`?duOgY;=FzMEs|FnwV(3*er`4a zc05b3zUh$xc%mlC(k!DPrAVI4Ii(Pwsm(cOaybgl@v4tmXB2^-@X~O)W*U5$YnHh+ zRsrVe_6O8GWucin>+*sp0|+`^T2?1I2zR)!%@Ot+pv7-m{rR;im?Uh|sqTLUVzzk7 zZBu2T>DZ(ehWk^5ReesYmJ(EsV6jVD%FJpJ>;s(Taw&+^=%2XA6PVHQ(vw zGVJ@ak7sn$y(tCM9sC9s`f^Z@Fns!U>GU z-O=(bFZiPss|Wvw*Hiz;xBvh3;h(;Fnv*>^{-SwIwPXJTx1P{jYkF-;3CCyF7Q7eh zQqqt3CDK88=j?0wBRi-*w$Cr(>ya&bt^TyU#>|nelb&y_E`^JKsi)hVHj1n74YMT8 znCA?R;wgh;2!4xyK>x*;if_BlkXhmI`WF-Oj?&@qo;oEt;C2Fs*L!?yB$)??H*e;; zJc|VG`NiHHG`ZPBN6(`(PraIDFnwejGzZ*FX2r!{wtJb9CW^z`LrC&^Z$tkm{=abk z*L~~^w@uRNY@4@?f4yw>ENA2!>FcVm9DQF1&HV*lk==g$Ke*y_^OX?TyrZBWo_$g_Z z8UW1UGq0@Y5Z*N_9=2cSr1CMw6pmwQh=fPBK>kV$2 zi~st2`RD#(rRmtCv)S-j8XYB1L_X+Z5To; zI$A4Gs+Z+_02LGTJ-mFz$zK(!5PxZ*pJxE&>Pa1j-Q&x>YA9*G&E>vmrucAf^;j5mVza1P~o)7&Sv8cROL@Cy?p3^N-49{KIciJ zAl}Akva0?Dts`-hW zWrd-tDuPpbTJUX8y|)-QGnka(xp=R94ho-TAplD2!1=fI32kK?C@J-@{%wFZaA--V z?XJm3?`D(9Ql)Ls=@&9@^iI2=#R9(?hF41H6RY^~j^>Iun9aAqeAtmsS6`Kzd zpkSA!=9Iw1R}L|Yyjb<9A_XX33Q3O|%7JIExRYGD z*8(00$NnivsfGn#LoS=Y=>T?$l)cZyHDE*79mQT3R~xzH>1vq&-}eaC6my?Gh(R#y>KHBZiEG>ajVv@ar9)1J?$)y&X4Lmw`z> zX=h28tgQoLPWW1puH>U}U7?m!^mkCeW0Jm;hAv3dqVWwoxe6M1F@D|sttUG3(WU3+ zdu6o$s%6dH&D*Hp+aY+5I&eTXJeb+uLXrv^2x6!T?AJiH)%2dnTL1-PH)n> z4gha2&F2C&J4lI{4!iN%9=Ni&&YVifM|TvBTp2gK(0Nn0@NGY5)b!Fak5)++J?$#f zBN6dJ<#N@@3ynG{lRI(asPEmZNEnWtne-%R&OEutQW@TZscP>nM zV*G~DCYx~E%Yi%_LZvVGTR=-_{40SxOn&w*&c%DzI>5aI?jLVCHDT=q%9oWV zG5NIet|Yx5Sb#!qeSPm990F&)D$B5yEogt559f3vE9^~gwOMV^f@-;j|5`Qu4c%pr!+KWj{{|;1{5aAD>*B?Xf|@K~}Lq+XY?y zeQ5T@NEw-F{jHeu^F&m7*^G${O33zfjpCxE4fJJRvlxrqZ$&1yXwdI*2%5qn$r1W+*Cb& zhjHlZF&2RKEz(Tb^#Br9G?XR$bI0v7zpq$cw6{LS`Q5ik=-u=GOV9rCDHBj?>{dB#QM2dvHBPtFm&2j%HZp#AAIAu`PX8KNyK|PqPTh;ia zlnZ5Eh8x^yO$SOhvR_kT^j3)OlG9;AJ2=#vv=Up2V5Lj(JPiaR<;FAs3lHpzhsB)cpvzDjIX5$E(sv?IF< zdLXgJ7(;apb(kn8lT~=4@aIG1xFXjON!}Em%uOG3_YiK5g+e58dEU|;l|g6zC${R} zYQWPN4WDSgTo~wk_WFQb3b=t!RdM5O4qReAo2f3)0uo)4o&FY9!^pD&6l;bZKom@y z`PFN{(=Q4?EmyLFuktB+hOGsTSx$Cg|4@mg?| zUm~;ch#7EvIL&s5HxJXu8aa0~H$Vi#2qoDY8#t{yx|7YSgIWKk;^IV9fYhl~l@`Zr z(EGI+*}Ix9XgM-m{)d?|dUP^0u-DBKG0oifb0APcZxV<8P8j&0v`a5Y)t^Y93i0Ld z5`1OwNH#%UpvEi(c zlFnb{x0eBv&X#*vgV)L20wSm7D>n7fK zKB^?Ads(|=gShJ$5ep5*Uy?VjAGo26O8Rqt(vo!J@zZH)NL z7bbyvP1faqxtG9^oaCn+H^PJ z(%c)b`Ofo@E60ZObEqaX4Q+VB<9`mQlryOsFwVjJjFHi%ps%1-NF%)Jlnv}rvWlk3 z)(81}8~L$6^3n79eXr3J2UG+sNI5b71RW3i>@^v6R8m9|?iT8SbhiIA#Ph14fV3wH z%>&-3C7ge0t{0%<-FL1fYo#zERGhOUtOl4|U(VZ=%7p^T!YwZrlYwIrt2dcP4xCRp zBRkR6446{c0kc~*6jKst*WPRga;l`hwSDR^;_>wR+1YcTbXr>tN2NocIoh z4JJQ1+v0$+Huy7@{-Uf7^ZdE*dibl^pnc1Avwlh!RM!yGB-WyYR_5Qcn(=!ga#nBl z)?h`%=W*tm@EISZ(-zBroBIFs_J4Z3`0x4?G#1D_d;pvO$HiszjvW;?exD#Yeu%4! z)w6}-h zT&zBiiuKYJkKH-$PrMwcE~s08{!2Xnd224GKH-by+uB!hUOOMlPxDuP;)w&S-p2T( zl>1}q3;pZ!Jm1=ehuyJ!3tP_n>MUXPmgR!aDS8$x-=hYjhg_XlzKRAaZ}#c2d?Rl@ z`y7Ic<@>Mi`PY$AM9$z6NjcP4+xvhP8!I~rNlx4wN<1nnBn>5Q^aqjtiNH*Z{C zfD#H5D;gCnHeT;xMv=e(m&|uC4Lca1fMJ3F@jzL0=vYchW za=<=tCea2OP8)r?Or`~H47j&<7Ze~975&n5S!?t=|HEgsBo{=#zZW7W zxFH=IV~embS@c-3ou{kI9jTOjw^leWgep=9zHCmFLEfxq-7#^AfvZ|nFe1Q z7I4?NKEH^`Z=I~y5g;-TT~q7c5L+LBZ~~$&^`;FtG0Oh-K|Bj&#jg{+@kASnexITW z$M{RVk*#$S-81mu{@;kP*;T-<&*ll-ZQz=En-3qQ4v-a8z;UZ7Krvs(M?)NJQAU7C zTz!rU+U8$tt?XApHq_lGZ7JQ++R;PYa85@D$i|c`MGn*5rctug&P+zu&Uj;i{f{V@`P`A|QsIKGyt6pSk#Ug)RGhoN3ec&~(q0UpbPXN{3H&|l+x?#lWn zz{hmzSB9%LOsuO~4a*S#nSRzUx=ZHa&~i*Z1s4(AZXNY+f) zzRmkCBB{LHE?Jqz`|3_5s_tby)^Ew??7 z<8ZwPQ03?<6U=GBu)Tp4@lZ|>*KQz;CqEB+1@NyNaGrqa2c`x%;~TJHOy)L2>|JFM@5+PAq#G%2qkvXb6>fk8KPD&XDDDy<4~3FysdZg)pQN=pv9 z9aqtAUexCzv2rN8xGVjDrxxI@_C?HddAAIT((-utD%1kG)Um0+Z@F+?{LFhf@-)z&qxAQ(aW2g2 zlVlrRYyq<|G~-eU)iAWrP{@*~6NuK-J<+Yzg2r|AQLe^pV9Tm~tpCD1OgtjR6JS07 zuaK~+Tiyl?`JOruM8yJi#b4j9QPhTyW|YX48CXFDGRtFcn8EB%@Qqn%Sp{bw_IzEG zvw;n*70J~1w1EIa0PR730SY=T9^fiti#iX|{Udc;(BFctt`9`Yh`yJ;W60MH+24Pw z=wC077_~UL`!M;No#-BQY|)D#ywm;5QTwG3cRl>Kp};G^-0iMrfSG@yreU4n-hTnC z3FlvIV&aV_&z_l>`Q8SI_Y%7}|5U*|p(yfOCEWnLZK0RL%;)`RdOp?hodXPt4O@@) z&Ow@9b+A8u2=K4>c8&C{!+x3cW&#9H zYnb`Jnx>n!yZhF#CWoO;aZeYRvH$)&@Mw%lBx}fEm≤1fx(1tY}YSJ-J&jD?Z zS|b|M87P<>w%~Dc6)+i}$wAxJ@N9POPcJHMAkS0EHx*of{uo?jdjI?my7cI8qO6e% zGM)KT9($mKazZZIpGk2;iz1K9>wDx8JUjgyuh1QJQl5GJ{7Cr!^!9&vy!h|>6R$Uh zT%PTeAM3}+;K22`W^BB{Fpy(heq!VM|NURF?|;9|N1PhYg5a)z#B-`* zz){&XRA`+FqY_icqb*~A&MJeKICmy|&nzncZK(lRQJuXd-&g?OamcY~h`j;5b5b`d z^cA29r=!XnGI~&0cVEJLaS#eE{~E1{UjtuO99(HRrs3P`x_4Ucki#BIokL5`Yq0ja zN_{CVBVbD3ek5et4>@*I?3x(HfxD*N3Z1MGJP>Ky$@?e=bPNRRv|rAmPs2$AazRuw zx(EA;lL-Y#^d5trYM3o@ZMNHuCUHgy9+EzqMM}s~W#z(Bq7#bxls)$)1tQ{?+uxv- zE3z&aU_M18gj5fz$C%71P~gCg$U9LViWyWzt7 zKZ-RIJQ>jH+EOTfb|7>g>iNYfNrb6?^ho!rrtg2tS z=J_N-!F_qCRz4xZ$V&q-yElkdng-!Km6bTP{|ZpNL(2K^%M>K~wqqXol>{SO9)iueKrUSoy@8^(+_Cu1O7eR3*BVdrE1Lv`~5$q-yo?exc#pENr!d!K;mz$%?&O)p$KO=WuKFhD3IKhqTSFHIWn4w`0w+h zwio5Z&NW%kr6TT^N^21iOp0I(l1hbm8FfMJf-&G1#ekxIQvgV615#g8;J58*Ts?e9ZuN~5q^%yQPvpH2G#}*hc}?|4sZ3Wha7-g zMhofo1!$7?bjt-%TT~}??to*+3Eg6CUOBC=go<0}ra~Q^kk7MBE~E}o6ER1Xm$oZf zOL=K=eohc^B%2B+oydku4?2F2(U*V`y*Gu!qKDZt9`6BYGU^gwB0y-DitAT;2#JC$#<4yXp6 z==&*Qo*$PXqWf|bFvR(2Im-STEUABN7c$8RSQh%XIs*FPmW_Ctam6^WF?Eb>pfZN1 z&EkY^-B1AI2bR61Sp~@Xi;9S&kR39%P+Zazaz@MARZoweE2I1UfBD7EJEP5=I4uGq z8HA%4G(C;UPexKtT3A3P7w)26%!uj+Gyd-LUCM2US(R4_ZxiQHx8y*vc% zaZ5-4knMxUH1FUc2FgzE6baY9%|N;oAK{_eov!elg9G z&A^pBVu0D=x*aLVgiPOwDl^#{LEpFbm)bK0a5#O;_Py5|@Vk$q&9Ghpv)=Yeja)Z9 zX8o{n)FY-LsQ8(@Hu%Ci=%8rSxfC`Ht2i`F&rwsr)5Ao43endf@vEfU3mJ?+^OF%# zY)e0!S4rY`%^U~k^@5!FpBcf&)7A9a;_@Kqk|gz`h5~d>p^g>*oh^!cNiZ}m>x@3v zh$iH1D50CipS$sToY0-`?zK0*L-hGB!TN|lCjZ*A*Sznp3ZegW`~L6R^Z)JV_s02F z#AE5KV?F=S+FMIzhTTsQ-r9WYPEy8kd&HT}jX;8eV=V5`e^LhX{QXPupJ=cgIP(o2 zJ20nU z`LgVOkWZz;uIJ=G*R2{qhUKf6{i4av0n68?(MuxsHkR-1#~}CX&#`>J*o{T+)=nLN zzgP&+caO*N<<%cJ(@EG&{oNmr|nFW=UO(oH0If%Vh*)Xe-3P&RE z%svo}2ks{VN6S?+VPi||U?y`5D68o-yERt;HOFc)&9$1rQTa>V>DLM{GLx`Ymz^0b z)R)QT;|#&Wy2M)q!&|^#^|S(~=`<85WnZV_p@x1PW&M>;uEDWXn$G!_1;%XK}s?Ie_AGfk#^6-HZt3@#Y z6UH_4F{$v`lZWjM&td>U1iO@zVkTT1Tq9FeYy_ucqE9zr^k_9mPckIr4d^b4u*eQn zfWfb?$_6;n0~_LokQ-z}@JNxCHRJR;I7u1b+F(BoqZ*5X$$pVTGQ%$}CO57@KbuD% zD~uUI{ny$-@1lMhIhDD=Qa{=;~zRlP^VT*1C zmH6J2cSiPyWVyt+%IHt*v+?`QPRR1Gh`D49qWA3v+-!GUky2IYo1gqbsL7O%RXRTl zrUcMWkw_MUAda+UWByc_Iw(eO91sJt$w_cHa5JIO{5d`S_YL68r&q-JDFx8Vk)pEA z_YK%SNsx8wngTraP{}Yuf*x#3opBU;HwcS1$lsa-tN{sKmUEsbr(wKJf^efXIXp`{ zGv)eK4gRpT8Sz~_3-k_BBWY#&p|Y~Pw*94X5NGh7WcpR;x#8kw@M!VaasvEKdDd5=5|6tjSg+T1pv{VchZiLaYawVXt^l& z1(B(0o}R5>7N$OHNO`zBY|1`|S0k*&uJ3Gw&s`8+�-)u+LL* z={|k|6wo403oLsJ6I{2m(Z;|`g;ngmkjRb&*<2&ylfTWEWs z0(w6y*;^9$9iJzeb<26u<#f=FspQw@hTqUPRX#u*9}9**f}GajC>p$53l=4WzXAo?YO-m zB_JR?YTy`Ss-C>~P-J|J7isD6M47SihA({Ec?ZN;zLy-|+^m0t)mx8h`^*_nEZ>lT z_`l5LSiVg7cs~8ASiYtyJ~&A{SiWB@adgFEu=5SZX;!({Yq5MuRw#A)DzJKc2Cv#e zr2@NxIUydRO(0{AbJf)fd6=N!X z1yN!0CwWWCQ@o5Zrs4eM%U%g(sM5EuRE9g?*&duL`zQEuG0)0T8B=1)@7Fh2`v6`l`^z3}NrZ5dCM3zF z?*7;BrnzMj{d4{QIWDE&%l^Fo6bklK2;O3kK8tN36))11(vy%r9&^vIj_ z4}jhJ!rKXSZP4_3_!vjRHZatXoq2Lb78dtNx(R$E2RGJM0grzTJZjk?E5yU-)!=;x ziBV$h20Pc?%G)|3;esl!1Lag8 zxFIV)BYq(P2JA6BdNNT7imI%UM??~QtboY^qF)4dg&#TGT@r%hw0a}taVNnCc}C5@ zuWR8dYsr0mO#a753}zz13#~AaurlG}r61tV%=H(cM>3GjvBTmQJryQjDbDF_j~bZ$ zIkry!RWrE8H6^mgbY4Rsvvk%L{GqWa3K37iz zjaQgxX&LvO85@-`NC~>)z6=_awmqW@CX?=LVqh zO95Y4MGWRO3!kg#I0x3`HM522>)_po?n9WAc02YLl0)Xgu3U$U`2vKP%m`lvl@pgyz=B-h5cVeAlW0C%E?rKa4DN7 z?={~=Z6Chl*84i5Ze60#uX8#`gm-nmkHry@NQo2fP^hDLxqX){92X?7Jn-|{ zf~95?hgU|5!0=kiRVH;|I8IE&6ncjUP*8H+ES0N+PbG@T=52<-N>SLITKzV7Aj5jZ z{_6*LTyo9H?3OHC``)`}P)P-Neo{Lc9Mr%~wcM)$-YsB%nDr0wV`W(Pg4XN%h#>G` zohNuFU4Z;9W+;#o+o1zRPtLx-j>u4aGS@gw37!4ad778R0eQ-E9nIqbBzn`0vOEnoj2nPYriNuoYm zV)-^~;1*aJV)^P?7mbPpVflU%D7HJE|aK3{1FAU-khls6#(?%(ac3e#(Wb=$AK`zMp()YR;Q zFM<^y&1_17FGLvXsG7U6(UAkbrYqDqjCF8p^G>a5z$YLviMB<_+u(GGpn)6N9%$xJ z%B5qMg;yT7t-nz{15OWKJm)f81C9R9i)$pcgJe^w^*B2v=+FH5>fUK#aM`B#aQ|EZ z3e&ivlmEmCDSx?}@xI#;#c0JU2Dqr9>8RV^6j>cm^F94WuR$4v3J2@S{G3pNr3~rD zZy|I*?7fJt#z1-noH>fLWS~}P{imPyF=TCLp&gP70+*+FHt8|;Y>fKy>`#>{P$X`2 zcd9=L$_hA2yqYWmJVmiDg++v6KF^g0H>HR`r_i}th0Ar&dq0nGSbrFtD{1j(l5K;e zgyj@LUw(kMXY<;qWMttXL9LN|7!}yG`nZ!YRRc3bZCUk9TELU3-R-$s%1|<`*Kt3Z_!G;N?2pg{^^U#DdYkPutD+> z?~p|mcrRoWQ(a(F`&RoD7FB z{;G3z;GMw~L6Gh~r{YCXfY$tsyT4-UOQ%d!RXVplin#3`L5qTw-RY86$norE@0Qvwu(i0RvLYf2^I5DYz5C990Vl2`hu1Z*o_P}B zOtt}MaoI`2%PP==bhMcJmjq`0Y5mcg@A;@X{WsFD$HW`#3%y}5Mqkfsz*DV35-cQe!`VZE8@0bJe=DGFt**YXR=WZsj9g#m-lM{W0rPJZL*lC1dn9 zG@oqyBIftG^T&p-%pP&b@*e?PX|$70X`dqCgvu^9*%p@Z|DWFe504lBU4P<-Gd3R=a-y!(NljQE%#N+m_2|ddjLfCvn+ye%BXXAyB+da+*QN-fcALHAz z>NEJ%?Z?==FF0^eU-lTE3|h>vF@AZBZQ30+Q_ra!<2gH~o8RKG@%;gJ%L9+=SiUr~ zBougxSiW4$F)M7<3CEwm;MaS_G%?`+ug%z@yG;JI3$S zuLtWr!1CpMtH|GgvG@PdTML=^LUjTx-+%r6U&k+&<4^MR17PpKUP8WU7*Nkz!_4OS zLra#k%hVF?z(lwjn4+hUCI|P-k6Xo{bYARke}&J%Xtp(6^lG26{!QRAHrXpFfD=aM$D~pBxe8>zT~w@IRwX|&L|tUP-5!& zG~!?6OoLCeYK%Yj=7YznsiNaCqVO8S`?fnD*}(jS6D7(TM$hJ-Z3dO%$rv~or{d4`BF~=M4w8ImV{bBj*=@Yhe!JtCC z;zbQ<@6j1uaW3!WAY_1kp&0G{49nlCK|6 zS50CTS;D|NJBbOv$H^v}NxbD>do`39@^sqjdwljPVuNN6yu4}0Uu?&$He=%bAJJND7ki4A+S$Z<- zom>c7@e*WOMNooI%=sD?pHtzrQ)136*7@L@CC3ZTo1&2Osxn=`12*t|QQ|6@Mj_%Z z%b+LUu}9f&){^(rG2`zmAt`}EO334-*>}QbOZ3k3!xT=ZFiOa{TDhlahXQay65|K1 zpraF~NWWYOfTi76pD3z?18Fn+l;H+{m_$K)a#6hr}{p#Yy7efzD7sfYPB zU=nxs6)>RFsSrpBg&`rn8u%-PURmr4q`6gku%Ac>oPJ4ajPj*IwdgLjWa*=tpU2Zu{04B zA~5*^^)sp-Ua)a@)?lr%5a|zd4>HC0A)k4x9OIkzh;f{{zwL?+l8G=#>3U&>mPE_6 zyAtFPKlkFs-dj6lc!z_#Z4@AO<@tjpuK*Yqy+6Pc76vxl-k-v^^M|K$ZLio_xdWD3 z_wj1Or;wxWa^01bVn76)a`&@BVZc4sku8f9us-Qpdh>u2zQ(l~9-aFwog&5UUc;CU z@0-u@&v(`VQrmE;x0w5P%faoY@|PKqdwC?}z7K-?ExvaKSg1e*?-j$O^fV}x^~jRO zsQ^&aOeW-Ri9$6!H{Eg#c7UTc&{>~Zh^T*#9PB=GKsQFVOP=95B4e>7u! zkqn>j#{FY`U*x#3TTu{ojEnF|3;pmykMYYVI0`;aoX0rVcrX6s8|-`y$Biz*dEVmV zc3a32=uLu-aiRYJNN~l@mvGtt$$I=<ogh#P_dvtAY)$atr2Fj(Ou9C;VR#0=_E72cTy?NjFO~V^_uMJG# zDL;kT>rN{(`W3*n_;ml=I)>K0Ed^^AH5q(F!hP1eUnlaz&UcZega5pfu>GfB#xTzQ{H@0T;R)j*zwso455h-B7f{B-Og%grr-RHF${4M=c zcbeR9`#I)%yx&kPsRIlSpY$WrOJK{X(Omn+89+u8e38`*vkXqiXQ=NtC5XNsTWxQZ z21m}8(wAcLCwqr^@;~elg%al$5dKccFGjU5fTDgFY{6I(?PR+ARR~oxAGHUmXUf zTc0(OjNOO99r2vksNI25uGN#Vv1rIUCg^@2w-|IUE|>&aN(h*Yr7mZjcCQ-Pi!tKfYH5H`1j#r>(6*naW4>lbyRvR_9=|nc%~aSTLE%d=g#FNhr&<##P6MK zUI2}@rj?};cG#qFzC3wnU%H-Aun|5^hy02mUxVZuzFC1>on&1o07hqN$w67aCc5#;Kuwu!-?fazf4)n-#LYU(zbiYw#ameh%T}CDo3STENToaV>oZV;`7h zH^P!I>xV@4@Z8BU=QooPt!YaMggngCdx|jirFMQsvIyq`sii>NAWVJgl1X1)=G&P4 zHRYUW2;&d-6G^41pKw6#eT|YvX%0wdd5$qdUI_uFlqU09OC)-!`|M_eFp5eeywoCz znaAPoxcRQ-%Kz!@|L}P6-}NULGMZ9O{Qd8J@BiqnL*e=841~p|wqKO+u3+myaVq0( zdozX|>rV#N$7Wu9u46oU>EctCm+8mYlw(V4WT5mI3-Nr?G!4h53Z>Nn$W6j-QbL&g5&7*suoIP7-rNb4vHRJX~w^##w2LZ3t{YNk!r*)6mEgx8% z{8ent=LMbkY1EktBEYv>{e)L&SYU>m$M;CLAJSq6G+c*|!r@TtP~D6DEHGzlzpsz? z49XA=Bs@~?0zYdz&E79vh0h)Cp6W{`25gG?a=e$qp*NwxiN>usP{sO}R#=b=O8Zq9 zOlVPo-7T>d(+lqq*VT?ODe7Nn9JBrTP_P*Jzs%~tgsJOyNnyL=$BrZF(+OsHL#&GW zf_{eMw%kVTy=>?3o%qp_f}zKjnI*Cv=A5n5<3=f(+@!j=WT@5X9=A#68l1|!J1vBP8?iv{5rtltiD=hu6 z_7Q+yA}381KNLeP6H=-%*Dv51Za%+xEG_ze_*k50_W_)(?=&mAcnY~GXy18=@dN(3 z^360u=wC;t_i;K8CETE$S-{5+Q9ghs$@;|IyRJ~LwJNgivL$exPpB1ie+2a}E@bOb z=K#9s_?6!KUNFRAzlSy>6zF&?)$If^L;BE2yw6?Vq~rCd7s$iIVaK-1PhOHtz|Dpy z?0e-IM1tO4d~_XvI-t9iKj|v`YPp$y+nW&lS%z{$T;WhVz)weaDF)15EdBeaoC_9F z62G+KrvfSSWr~iN>z$dQ>2{0U0Wn){v?jG+){~eNmGbT?A}W}{aV7mWn#Ku_4B5Pl zwuTb(t3@r*l_u7&o#`CtQ>B>OUo|)Aup8KC+H?;zby9vE%yETkCwU!)J*`1sZud|~ z|08H!6_G_QkPl+Bq*fo2c)?^n#+*ObBfvTSwQCVSnW5rbv-Y(959w_+CEf$ga2Ua8 zsS*1k3q+@i&y;s1Lb*1sh3TnIF!plxh^6K#wAj{YpA#nr<>P}(ZTn$R;5$z1=!-aT zImAYJgPaS_>gUu+(oli5JWJkaf@0+4xA^JZoW`xb42xiRJZOosi56;Yvr!u z+o;LLkXlZKA0^f7f8BFL0{L3U;8P2*v#ZD*P zxkVfB;Q9Hs{#%jo7I%8Ee`x_Ik=A?3&*lyN%DU;?IHJIOHj?AUzoNQofT9_tL{|rXx9?s?J_JE>`>A~9bSK&v-9>KPFVxX7XxuE0~ z4rRLMVSIT!kkjK@wO!|e72oC=@NKC91r5&Tp;$3W;c&(a-gibjCpBwbzdNGq%Xg0M zgsY;A9GUN;C(V#>t8e2kMghdrusEAuXo;kZ&9zJeFCYgsbH({{ZZO1%9`l?(0yS2Q zWZI6d@a^lH^18C_p!jdsuGGy(&=T*E?NmTDc(|%J8Aav}g$P#6_CCe|nG*G&1w|HE zLHxICYUG#n*Wv*OC6O@bSpCMlDz6X#dHuhHr;{Lqb6aYn#7EF+9bT!GEsn`2!`SKR zLyy@{&E)n9v#*Kvyj7jAZw5Ha#gQ=^%m`0%G!-uo9ZLHp@U-6YDn=4|9Yx9Z0f_Cg zbpKwU1KJ?YOcCGFL1DVg4Hx;$(8+3pEy^l{BKo_UKGR#FKk904X2itNeHPv_+q-Vi z%~4TJRn!kG2`t?nn0AFj(uxnl_N>AA;pDpCypb?Lf*_BuJ|FC7R~cmLdBIiNtf0e* z2;c-B8c*o4z;B-VN6#yNNN*wVOxdxAHfxEy0&aao1Ic&xu8QE2lxugded-PF)< zV&OXTG5+;p{6MK5+yBC%ACCa0KHWch^v~-z|I_u_yH}5~y1)xx%MNV+&Mh|Y+hy4J z#k?q&+`U|^{}UU1FTsw;n!2HVfmi#`^2_7kM(aHjK6Z+OThN`(FmbYNW#W1dWfb?)`Q(( zPjfcT-rxg}a~5UwjS6+0kzyJd9jUL=(GUVP(?BIv&eb|o}8KIr8MJ&R9;b4uNkR8>39XRv}iF3 z6LB;d3U@=!4wu;07@bhR=(lS(Xf)Buf_8Sv+1m)e)2&i{SO^)#8cs?^SR#6o2!_C! zODHVhshlLno;{sl5+9NA10QT&)T*qw!ak>;)TTYMy`5=@em1yGt(6=DpFzL0 zXJ>xbb%DOLI|0Kq;*dIRzu*23F)&Ya-`+J1hfljnDmi820UqsMZHYb?yg4ivy@Ii4 zC$gi9-rg=oec_>W+1bvB;+=&&5oUjZf64`0$Lp%7aDUU#bmTT7AZjn@j^jrR?Qdv1 z?pmTuJlC`F5!}d=dx%0o#SP*;|I-~pdLNt?VLC+->k5f~^pk0wumR-negD9mN6WURkIUTquzjulRHozK&5@`PxSef~@6726n<=l>Wk!-%uRLBQ_gt zNa2KB*V!{>UQ+_9llKube=+LR7AhmDcSg33HwkTiI-*BD4r$ZRRZ(Dp?#^E1ZA6`B zF&}BhkNg>8gLHT-QNn=9_)kV|WX@sV&v4HTin|27o1F^;UP_xk<)&PrfRi!9!IlG% z{c6c}#{3cN;VXagN4*TZx2(7-#_a>O za5y}~m3QJn9%vgWZ9Bn{2)%z>wl0YE0-+lV^oizI;kN&^=Pyag!6?&r8K03b$j23U zId>uvl;74ixa`LRZ-u3|`;ndn2k}BAmU~5rU+fn{S zLUz?PhLuQbFmrl`^i<0uD4jbM_J%(n*d$-|jU@7dCF|!>JlrFIv1Gj5g-^_ou``$) zU*w0haBS-^4O2KQiPpf=tv@fSIFyB%G)i#r;3_-ZHGJr|Tb=7D4G& z8Wagh5#-Da-AZ?NH%NDfgc5?JAPS18AfbSPgaLw5BBc@nA|Z%`{LdZVbDsb8d-;9w z+}C|Q=f&CAVrK9CnX@d&;cENvubvq<^TBhf7@UDyY|FFSlO806rR7fCXE19x<8JObTcTE zbe`ek<+2UzEw>&8;o75|{K`+Ua^U3PaMvSB=_xpQgX=}4`0sq2Z2ff9AkIz(C+{p3 zwYXvZw|}wmp+mhd`Hw6O;^P6+A+i_P-`1kP+7|_7SsvfQ<9!@0at0%Wm*4(5>iy#t zKEE)k+%?QE9FJGp&c1`U0gqRvP(E@w4v&{W@j@X@D<1Ewil(yr^LV_YqPBK3Pw{w{ z*MpdO-kikY{|o0|N43lr!js{4aFVF0rm?{dObAMNt+ctp{BXotTyFy^*vFJEQpZEr zRHju7e>u>|NO6$zc7rJtciB~bM1ZL~r&)Dem|=!<-ZMtKRg8Z?*yDnUP$)hq5lr_m z7lfB_e0BYl1Sy=<)ld61gO95BtZIKqz>0DH?zNvpAgGYeKv_Ekeswa7B)gvglvmWG z>w;L|W$hrA{!Jo4Bq3YJLgIo)kxfQax5nH0mX`#Qk3fciLO(yZB>W-IbjVGQ5S;r&c1EQ)7#hrMSGyL+ z0;2a<+9TZ9pvv9%=B$0hAbo4scX_-TmCc?!CiU9|-P9N=k%)FdU%O-^pCl-tO~$p) z6piL6&VwAd&YeWB?uvt*C2aiRkDFA%94ER=YC}nAX$K{P?g|fBy8&YcboX(l8?-rH zMcEr+12}q)v6n5zLDtgGQVL(oz((n#;%EA9a63MM`oY5pKqlvtO`^pNUD@QmVJnDW z@@}0;Eh-L$XCxm`#F*p)r78ucu-YUT;FN#%EnPEE8NMb%*C_#0?!79JE+YaxcK$P> z^dWE^6Y2%@5`c?tVu_j&3uMZ6&B%H~1m+j-+CRb8BNj8xEKrVfN8MLzJxwxQ&^MOa zl)eZh$YQpXPd)>*k^^WGg8 zzQ1koZp#hE-wW-$YG?~gICrjRWXHq4FIQ6O9#?=U{&uEq?D(=1hYX`rqW~*;Upzq^ z6O2r|tg!w2J7(KTrzTA`3|=@LyUUS~2Z*8EU=`iq}W{GY7UX21Uzxv%XJ&?6R z*nuf_3oz!-oCFVEC?gU#MK6$Off@?PIuAt(p>v*GGgnD%5tZq>OKKnwDmzZsb=%Sw zw$8sfrI{K6a)Pg|uJn399$JfU9OOO#lQmQp#~BYP2y)d=o~r|+%)CLlr<|bu=<%Q< z*!O9BM{y`@iV-rxo9yg$tC-`9R$cG>BcMR^<1#XjNtw(OYAU#3~1`>Y6luTD6 z?9QO6ou|T3Awd$u&3ac3{h28q5A_`g@&$~`!5?1w zewM4)=hto>_eCNSygK{wEzb>R7?-jsvsk!_x%F}>_67`t)t7GUH}dC!Ri#p$hQMSv z{t!kDShj%m&6AyNf|9U@Yx-4*2{CX_tJ2x84S|^Z#6=%ZCjyEx=-T^)1)kP_ZO0}~ zj9o8I@oodVKg9_~UlR{*4^&1wI~)Gh1^Er!9*J95LT-M@kVM)7eLH^niJ_Sw%Bh+W z`@CR-#E;%L$?D)n|LOYu@9Oja_VMussg&~V*y8xR(wzPWPlgLlUZoSbEryMg|HbEP zY}-5eo~}4qa#Ano%?~D=TvlRi^_KBpd3OIe=g;^K`~Eq+f1dwoLuIuBzn)?0mb>Es z*}v8S{-b}(a``0HHZ$&ev(8Z}t=9PU6zY_*7iWMSuKkk=PpJ#W4JTg;_eg5Xio?k@ z>0!8n<~ z&BFh52Oh8VDHhE!GCO#E{&crbo+pUBCI0vjt2-p|NL4sWZ_OJ9C< zsRWc`iIrnqZcy62=3_%iG~k<}N^SYV3_nebKlylV1Jh$L$rEuR47)$UhX-Fx3IVYO z|3fA$AALS3_|;ne7|>OwiptbWz*oIhEZtCzUhR3v)VXP1Otu1Blv*3cttjhd3?9`BmPth#7r3DJSe#}$( zf+)J2-8K}|VuL2Fsqd$k^P%sbIxdG4*+CxeGt!4B-GT816VFJjKKosFS9|lT4fy8X zpecSf9zOpRz(?*@4nAiuJnc?(gR+%NT-rjBAa6l(sV1Hoe*10{?-jj@sS*yaAZ8DP zJ6>&uBGh>xsQGPT*U@BX%t?-3zi$SN=8cKDY?6@HCUluwix?X}m#ZF241ui?oS}+z ziJ+UDX<9X(1-_Nuy-LVQ4BTpm#ALDiQ%Kd2wpELJpd43*^BZ4WQ0VHf#^ZmKP=QcR zF*f5Doe5tI^e`4g(z+L(5r45keaEu6wJuG9*Qi&G520qzsq4|{nk@mvBoseSS`mT$$Rmp8 z3?VS%Uc+Uh_ynLu0eY`2GePT&8=tid2!LtH`~vldYV^GLBUQMV2QtnyR$sf~f_&)d z?_66}LhH{+W=~a{qwf<9ls(O-k)l^=lGrU9tWiXCR4AMq`5w%OlNmce$p@~MD;fcS z47C_M7I1~%lnIWH6xo5(-*{7Xiee#Ij=E7gS2;MHH*n7NzT27IIwV^jGIy=Lz>qVqR*(>fl5hf$+W&WoRXlt ze1Vr3Y+XJ0^&>h2J|`^N3${xIB25pdMp41c*vcL&Z?+;Fed7jgBhy38+`MXgfN=mf7kR=#Rf4tm5`Kq^P#Mb-v_5$ z?XdGLCBKivxPgSZQNDr_Ji>H&B^Y8d?39B+0=TMK#yEb41!gnTKGSF?0_y>}!qF|* z{mS0CdyQqgqu+h{H>xvS&|pxmLt2Uwy8GV1pmM?-QLXKcA00T2?vCb3Sv1<9FZ~bb z{@DK?-~Mm=i+|UiI9AvDr;^+r#~;6BVC2lSCth}&ezW{P_)^+QV&1089oJ5}CVl+D z|KLYLr~7@!hr)2}Z)lEK%T?n2a~&Da`+Vy7^$dTwqEasw;`uiJUbi0^H7oA?3^(T@ zRyTY;p&IR4qely#Zzri0F#!ONr|+pU;Y?;c?)=5zb2o)Y@qAmyY-2|g%7SY*(b;@q zhRy%`2iO1O~1;pTPZeP$+OiOm!p*dh=ogrKsw` z0r4eE!g(<$Ue&Zi?M(=#nU~#f83n?8>(yVk>SMt>xu(O`-t;hnmv6;Pm=L5Cq56=e z4(xir`y*Vk3n+)D9VAVaAoEujl8nXeP?f%3ORlypva)cLOyq}%`*xl9lY53JrKzqa zNre~9&q`&6=2)U-(svH~SpPRGrk>J=cL$E#2(nXX9DqYK*}mTlp1?mA)>(@kj*$LI z*Of-$de~#Io5M(>36JlvB-A`?fTymQ8aIudgni~8mtRY~fEmiX_gBSEL9)ad*{9r< zkizEi)obh1;7rDD8^h=^R3dS|k@9IU%rcyJUNR*>qld3gM>_t?Zi<$8j{flk{&93{ z;~g@dw18a8W!(jPG)M-5(`uAy*9EZqPE_aBt95+GlM>xQhQ+-Z#hNfURP zoMAkqPeBMQy)|rGYf6xa=l07l+qQ_-YhcDw+!o0=$y+A91xV^7!QZou&&#;F?Q}z_o4xvExp?UPnO*ZJ9bcTT`c>`0TYSC1(;tMmF z4*j+o%>cU(j7u70qv3cswva*ReV|$MjQKc)IOO%LS9wH91patMFM7rV!jEB8gl~-F zfbZvNx9DO<$gD8^Dr%1u7)Pn`Q5-Erk4>I+oExx17cHv{RwHfE?e1PGZC8X2R~7N! zIckLTIDG!_oADuoLgHCAN-Go{IF;Dh&xOv9EB-JvwSm;Ual5ll0f3O7!<(Mb9v+T# zI{BmD6YLw4C=5`=!`3^)$BG>8gBw)Wp*o)(G#f6<*5iu@F!UF{Y|?S)8JtgdTagH) z#O{0uF7k)$+nS7nFU!H4`H8ppIHIA_np2X5)?-lZeNC9WP#l_{nBKo_PYv8sYUXCy z{GlG1ouF$~0$Aj2ijc$Fiv!&$dP)&AKw-v`On9IKb!QJ{G$i?=Ac={rpFOsy4D~t_2_JaR9$2 zaxb=ZIKZ|)T5^wNfFaS|70E%X=ZP6vK-qYz~{HcUYoPj*4k>YA*DjuHXNzKL2kY zpQo{n%dVgqj^C;1WGI9j@%BY5op_Yz1U}v%Y@i%|>ny(gPNCbSrlg?Vm$m<1&=k@pv<| zvS^=q;qyghcR$Lx4T<8e@5p0yitKp+PQFKH>6S7~hm&cK@RxRlnnT{Rg-q75PT&)V zi>D0hy+#!)*|7_-%gYl;C&Fyh206TS`6}%#$WBd zNem2QWi@h|0wH0y979QbBCt5i$X6`L0OjghPO8+BfIDYfrh0Zu(2EMao#<9aM11+4 zbb_rd`Zk(PEY+%jUgqxaayJ+vgFLxs_aaUrrsFmQ(@!lCN%rXnrFy(ba$C2G(%lK?cmGv)BX*& zg8|XkdkWT?Y%pCcSM2QU8s^*T>yjf2SU#$FoYLo?0UkGP6rZ7uhF2VQ-3lG+!5x3n z-KoRk@H(Z$(z$ztz~cB3O(kqTf!lCo2jTZvkeprV|2di-5+qv--MmN$SRGHqG|`u$ zsTU5T!Jc+#DQIx$z{M8Tw>wda#6q-W|K1_0c0k(yB2Xo=Fw_MQ$N zquFs4qtSOtgo{kw?#u3`nKd=fbL*2Y|l6wqU)7fMDI9J#F2y{rSGP2g`joeJiiNQ;pj7^c;x_p+{l}cBDMj=zlP;Ha^oOv z_0n%~j~k#pbmYxdZhPoz_QYlXS_D`==~UA*zyhV`e5Rh0ZD7>RsY1O1d|`xRRl2lB zHi+)}F7t;V8Y)k%xoxsF0JV3bHy@gc!NA8NglaRyz@DVu=KPC5SQBS%_72Op>(}oz zqzh8R(HK>_Y@2Ni-0 z_7P)W$eo^~Zo-%j7S7L#Q>b9q+tBW8mWtm43Fco>OPv^GXwG=)eu5BuJvr`oYBc~3 zv08*gVC#LTgxvEkTVxs6Vg}*&%a&BNH}keq={^H-YC+e?0WY?3l#_>f+ z{i3oq0Y1L}LZa8a}J`wl!obazWHr)B)CiBZ$NAURuAy&6oehWq8 z+HYz$*$ke+$ICG`HrtWWc)nfazarE01<$v4dPsV&e<;QAtt&+xlh%6+-1V|j!jICE zJK|)Q$V;u0*!j+XaPvPtb8nNnx9ISA2~g+);{-mRu=(4gH?*F3y!u4ux8_Rmcsq~L zMHX)3@tPkCy{Eo}$Ghf8Q!ROz0e8QD-4*|Rwpv$ed_@O#G$tCJdu;}??;QX0+rb7Z zZ8pz|>ga>HREJ-*uOncI{m_a+!8H)X=lAG}julLb`(VXy=?};S%&cYDX<%NDbi}66 zEQW`m%%)Sq4c_kVzIEVCA8c{h z{qoWkzE`EX+H^Az6ve&bWKmiL=S6gC^ZJG{}!}Y*7ueUD02qNK`OJDQO&=dgs7a6)95*E-+Z$>*Q!xKn6^vz3gqJbH# z7p1hdzhIuf5NU9ZcZGtb!o3AcvEcVz4F4oc0JJ9$ev_JX18ltR(WIRhg@bx2FSuE!aLbZB_2>4+D{$MWb>`+C*fr3fAB&tTMuuHFhVtfd{x00F?j`fTV# z8x3@m(u+K~JBK;u{7$wj)(uiAPrLjgPXe~OCdsts0q}5yJ^L}2n;^C?G|&F47<9D1 zMnq3V46c$Hd8IkI!K*Fw=bgrbz&!#{_6D+55IyYW=tVw)vAgs*!-O#l(QenyG5PDG zSO&ifzjt-f>n1C4CNWX;i*E_DbXXUi@Xr!Z)#XIeeLXFo?--#E6T|HX_r+O%vC=aU#;w(AeC&I$H5b=?7* z$K=`~RwQAf&ncf-Nmig<9^>QV=M3}3mRcO6LO{%&FwzayHSj6;HAj)+IA)Zc*i4f; z3q5`Ms_7P+BO0U%Exz+b7o9UTF>hzUAQfktnZp9QXg9V+V{B0btu2R1bX6N8Zo;$r z4|fC*+K{JmB)~qu4I-`1Ju{$EztnXv+6JEK`}OE-oIZ&E%(N6j9trzzf1vJIxdxI) zZLY;!vVytN7EuCG{@?^gm|@e52GW#QTZiS&Vs2fOy6snreLwe}D)cWU0!v5eGej5& z`SqX0v=mi?+_r~H64%6_ba^~MiZ~I7`9QAPz~=^+k8!>q;0^-c^?epCjMu=Pn>ZEw z%os**rR)AERTk3RvfQEC(nH~K$wz{J>7q?KYlRlVGwAUt;R^y)Sbe8A&aN56jtP>{Ici+{_Uasgr7u4Jp*=e=CD;Y;pQn_38E`&Sy>thgW9br@gI;hGXL z?`oYTuK$t5VrCY9Jl?OuZMBEA@b_0(u5l*i#pkz9O@{_1vf%MHmk2Jt+{fF8YV9g4 zFK_<9;iZ_8+4c<3gpw#ipVJct)v$r(N%tH-96QkI5HJJ$5)NNk^R|)}C z%{L|#w}IO~jrn4IL&0Fzb#}vHYIv1PR?6070aKET=K2QR;H@)fn{~<3fu|gW_1B<4 zxbbTHd*Jmt@JMkdh5Dp8^m?wskxG38*u>PoaV2ttCr*o<{Av{jj?;Mx_Z$5H6)>|Lc2<_piURbYaM1ARuezQ2 z%4v}D+|)Hd|C*iEG{y>E=@AM$QRokT8$4Ry5T}6#tsw%}?Pf7K>`=vOn74T8Es|tK|nY=`jst8tF35+ z9{t>VfUx>3tT{B*I$8%7>$?P{*@KBhl*jU^DQ6{&kHg|C9p zmSsN0x5JoqvDEy@2CTj0;mD9UtcM;h=UzeB=a-ONyO(!P1o^M-HAjf)pn;nMRbC<| zkhzDl=G~WuNU!fVsj?$85+a|gBkt6NzpGnIYGQ4HC-<3A%ylbx=#JQzg$x5=Wurx7 z8xR4Drp_n}X_kR+m+$P{;xvVsJiqtPOZospVGYiZMrs)PEK$GU@HfoOc*(ZaPwwzl zYn8k>Ul!1xxO$+W5P;pMeS%=Fr3U0pzUCZTI0M7`Ki-n1CIoloO#O7J-5~u1CKI{&|G%tZw5L&G+0};W+5bj$h<^p zo3P{Kw04&5o903_!XuK}cMZ^>RcNbBGAj~nY(72zQ3pbKa<=JwGeG_E=zxTp4eSLX z2S3>LfpHMy+lJH#$a#e9%)Zh!;Ls4!Ds;*U4!G#?2x05VP2azGMShwZ$|_ezTz>Tx zGbz)?0D4{F1@bGOB=-`4<86XxPR;?4zreT3D*Yztm^J8YQWb+<{?%o1HH1Kw@Toqv zqbtPJxx_pZ2?TRvvXZMdD}dp8+$)Qn_n1G)tyFpsGEt^@KmV5$J#^`0*~Itzx@c=9 z>_9?C1ZA=RD%c9vL5<_vw67OWAm^A^mS$2TM9!%u_^yrl|M>QQ* zJscm!%;)-o3cP>r)P?$6FXQ9;FIFc<)v)t%fAJwW`=tD}DGg4JZX{LaZ^Gvj?CbTU z&K<-1=l&~Or%nyx`77jMmmhH3-+= zUj9j+bPpac+fXqj;br{zXm71G^f&wuyno&3-^bhE<93xv^x>m3^rGjH3CJFITF1DX z!V{h9wHlP#;KN`b`+QU+w3x7Ik%fgIWT{LpUZL#s zx)YfAl;FPJ6$jX7ry=`HI0hV~IrI%-^UJ&62i>3?Ed=QV&RokS!tg`lcIOA1eT+>J z+p{OOb}+8S{z99dHy9lWG);2Z1)n}#S=;%&j4A6qKh!tz09mKybqAnPq;QZXSS}om zwiO)SG7T!A^-_atqi+=v;pw0|gGAhjyu-Ep_+?GBe@CwBEGH{!KL5+Uq)!iZRF^%t z>BNAN_OBFG=xxBK7MS=;B!h6WGNBOD+zS1CKi5*2J3;<1d6|dNv9RtB2rqGDfNv?c zfa#&T(Cu`G(D@iHnA4Ho&5`g3W}H2hC(X$LgNn=MBp;VSX?8$fq%;L$NH1GkNgqJW zo~qwBe;0W3qz$`T)pwZxQ#Z?J^55^l=6&?fpC5aCl9X=9$*B*|owC?a(lP>Za|YR8 zmCRt&Z?4+A)mi|4RNTq(iG+r-XW3_9J}~jMkMiSIhdX1`oL9MRK$urh(W3z}C@v68 z7wk8VS@V~D)ALfn#^zQX~H_P1NTiMuC<3fcXRp-|r(Mb^~P35hf*Sdr8 z`NR`hZf*y^8?J2#=zD-H`@xZnN87*~70zD?`--X84gAv19gVEG0tOrV5K7P~_dH&p zh`1I^6juf~P~AK^6_unWdP7jt#Wv4~++GzJmzL@w9@VF|ub#z$smwiUuxd`gmIuZ<+y^Kj|xzF@?~Q=8t8M?5DE>uLG`eP1?}QOaQ7AX_0&!n zb{R$!yxrWx+#Ri)qE)binrQ};9ml-E1B{cQhS4slu;e5$`m&7qMRP>6jXD}JzY|oe zzoLNj^C#FZ)+nO>f}ZcuPr1-oe>#D?t0oF$cfQd(!-6WFJk4lt)I)i%k2&awF(A2` z7n0>J`fz+`UC809DM)O7!+hqEDfAcjEz{W62Kv)JXAkvY^Ly^S6u9VA48kG|2P1>j zp?Yo~kA#E+5E_m^Ixi2ylCv5rb_vrMI_G1fLZ2Pr(svOm;Ri8*QSSX#rII_0G>$7> z{#FQfvXABV=Ze7n$I{;9m_wj4weS^@u^qNPYsAABncm>yx63E#+V?=`mT<+%=2gs) z>}D^&aWulv8WfQiDx#F^eWs%pO31X0W_j{151OdX3KMA8LJ>2vKf{Gjpu7y8@BLEx zh;Svdi4pre6Uqd=Gvf7N;>-&P`dBx>ANI~zT+9rTHBodY)??=*I9@XGl|@3Dm#aQW zhwlLM$4-L<*!>rjmu`I*5cL95l@tlg7s;TIx>e3aID_$$HBx1&v4wo~X>vN#k)XJY z#D({%9eg$wAWOq>6{yMz?YHC#K}DXOX?jvB5H|YwcHa>@c!+CHvXxEHc*>j*rd9z(>DPU~{`eG9{gz(fds!O^c2tyb z$_k-2MN8>R;`(UO#3!&^gb%GBu3bEi{r@9Pb=tceX#&I>cLwZZOrg~4XMKr48q#E2eaeH6H{@>I%TiWW#kJc=3dFuMA;Za^GR)Nj67l&45kIoYqulZKg8$xl zL-!*gT>s=u*Ay~IeEz|>Pp3fk+78Ztzwz<~>3n6xzxWJGYPVP@J;|=&?X_F?=Bq0j zO>o!CHzLaoFTlqeR+We&-Ne;!?NLG=M`fo;adOOgex9CuyuFt@kwKsTKjJ0kqXO&I zrFgt&E*^96E5@%s`N%}P=#+!Un^Y?>9JQ^zZZC}l$8vU4SE)&f1bp=KjUoh zBGeH^jj?SfJ12p&qo(>Z*!34rT5IL0B(8(I$9H4X41{4T?R&S$Q3B90=0Hw^%_r|Z z@sL_{(GLs^)3v$I?SqtnKb5cSeqt1w&Z!y8Mx&_E-tezJ*!oD>CfO>Bis<@7t)DV% zd?@pkWCH!DCZf*k|NZzf2kIAH|6X&Thth)BPf+r(qKW*{FS*S6P%OT|w9Lr_^x6yD zh1sT%Vk`XqXkg3c!FM9w`)Wrv(l6d8(KwlvWN1` z?KMT@ew5L|T%8-$RWq>DJ=8=lqauRVHmqpYZ78#7UJs3KUbj#vW77D;kPDFdJ(vu*~VMD zD+FsU@Emz!xQCe)>rZrZvxCz%PX&t)`2f9b8$#tJ$qqR%Pyj+K#INIp}3{q`%RWEYAee9cQifjL-uy4ct-pY{H?>rv~nw=|VulHITY< zSrf91&kR{_H~{v3XWnr>V(9HSrtr{b7?XIWieI720dArfCR#*sz+NdSJFCkZ8tuB7 zz7VYfxB66{X{d<6CaDkH3C{?Da95mkg})ulVL4h9?Cb~3HUrP^x2=QYZQOTmERJ9< znVnc54v9j7?{0LzKcs@nO(@G>M=K#gxuB7nP7(C}-e_srcXf30)$zlR-m@X&+}K|S z2fE0!B=!#T8WTD?a-TN#n;uLL)~UTtXaX!!>;q5fo5FaXJ9T{{T7X|cdZ0im5}NK+ zE;bEb17s%V{%wV7kc;8RAKe5yz-r$8dPR&3KKH)dcD>>gCQZITn7PaWvTVBe6O2ZK zDwcPNqdIPI=^9&q9eE*GX62!LEhY?mRNo!cJleyQ3)(%4KWzt_EDZ1a&3l3NHI{&h zi5*~q!nwpQEo0_yW`h-)Xr#b-!|iFQ0y4h{&P~@TA`bb2Sguhn)EITpQERV>RwIop zuTQd|aVg4((tCQSE6P9V_L=|V+y8BU@$cFb{IOK!FGTSCI#gJs5SoIImy@oJ%-Ffb z;`phNDp@XPQ3EGa=g&Mm@e|LtFZgH)9bEAF1`Sg8E6$hT{dpfn1HR@*BDnJx#@;eV z=HU6ZuD;5kVRIM9x75ds1&5VlaeQ0zY&Rv|S08tN7}=cM7$-g-lIG&qYF%f1{vu%x zX6mWG%$@n+ATVkhIr^Yd{2 zd`~sl!{No61pmKJvFH|cT%SC=-1rF#GUL zQ!DWR=BTY13#0-ercXEM`?*eMu4k0vpMuUu=H#T3tv;>b6_&)pe zybC^AeqvsFp$gJo=9W5mrwz4kt*KKGRzPCD!57)Ka*(u1V9wkL8*gBttWGN8hBftd zycA{i(2QbIb?`R>TRrEyle+Ol8Xi>X}>@_ zZ+bTx27`Y+x10a2uZ2DG3kb3snPjj`k3)!=4IV(HzNreMQ|W9tJy8GKgx(ntI57^d8yed-&pEtYSy z%Nfsy08^EU!>3rCA=AV57;EZ$5OQg9qy4fVd`;kyU97FHwG>}(~Jd})co`1`r0ZbTpV;koU;Hy(B zv0vvkKw9$6FRO}SaF`;zi8m)7z!7TJ^be|Vyf{Kd&d3~0Wx0-UsFT8yg_sAAUXEhk z%ETQK5x0f)Mwu@X`oe+xz0}6NW6to%Mp{9w^EI%9>2)Pe6NFQaww^4udzeT|n;El9 z_K?d^|MWL6U%)&lm9R>40660fdPWOQh5EyAi?k)`t=n& zzwW_|Tpx&*w3Df#<5vuP-wo5F<_B7t-9#7AZ7uJ*xMCXgeaEz_IYt3~`mBHVQmq!? z3}I%C@i&A9`P)4AD71kA&D|?Q9^uennk+qW9lPJ6SgY^No9b}c(NB<|%Nlrnaj7Es zNea0L%amjbK4N^Xo{FH!v4u(>nCvQUMS_m|T<(P#PHn&eQdVi4?MQV2z zp0<#M6_d};^@*qg{yke>%tt-QHF{8A8>0iF?P4ga_`|UEH-sxNZZ&|pYOh8tN(Z(q zoFwo16bh2z?c(_Jq>yg$@m#jW9EK|3(zk04*3dhpYd?1Z8!ws}_(4hI1Q%XiNGQrF z1$@+=!;93g`6ci)^k@VT)LX|d<@#BwQ9^se3v4_~`lxsRxIFzvMuL zzlcBj@nn=iy6Pf|d2jV=cS8yt7UnlHce9D?_} zO{?k`W-uP&hdN~q{LqcJhH9>2QmAKTAn4MKb7-->>vX<+JsTf?&>q=<$4oBa z+IwoOyyWjH;^Y%9d}-XTNpNytmmMD!A>JQn8;k@szWDi?4s$)5*gN=m$-woPH-F^ucm-Dv2TFC} z?X~F~f9cAdecbgZxae9-KPbTY;6H26{dK`_p$j*hTn(X`XT05gcOBq(`hs|-TNrem z?&BgdxDJHhKjU2^R)vRYSR?8}ErGe4d#8~-35@9DiN+BgAyjh(2QUgSr23iTa_nXJygv>&_wX(OY>*;xcI7&i`mI@*m zr#f>`&x`{22$s>;3#f>?@_o-GM&zv`cc^_`9!~aLaX&h$0eBAW(mNwVIJJ3BpyZ(@ z7+Kc*)07(qU02CP%xwXT^)${B`;x-Dm--#k=*BRVMDky= zV{D%IxC2ouqnh(~CeNuc5)qRgX6uH8T z;w8i6z93bk)@brWQi1^)&s5shsa!x&x`YbEb2JFCk$k%9E)RpEROrn6HGmWuV}5;y z0c>&Mm&qB>0F}0FiB%b)aJ;g$$L(<*n4-?=@~>5aYt!W6J!GaJFpgR4&VGmvRLW55%Fg#2m!#LmqZ{KUU*Gqo`e9z0NANU{y z$t|*It9}yzM~yfG-(d$x_B2V;ye=5r2{QRCuY3S%h2@{5=*(kAB(j~&T78kg8t)mC z7#YNKu69t1Ru(N&EDN~zaG};0&ELM(E2BV~+%ls8CNvtLoTQPYjjX^6 z;?M5NLq;m~L*)D#;G7xtYr$CqC?IjL$+e{c^fMcRNux796PV6OUpV{qi13vD-q-n~ag9u5iE*;L_{y!wEK;r;RY_ zTmu|Q^Zz-_A$>?c-Am=Kk8xgy+w>B~`ENWW4|W-kz*`@4vduT?szka9HKhBS~yN z)L;A^ly4;=jh&zUOP-EUCOY1S&$lSD9G}^|h{r1>;`Xg86wk+tM?^(;lJR)|y3Sum z5v#42!z~h!(2dc9Pe#qJak0R!91-NUNg#)pzx=2jpnwcBE*I+&EnAW@_*}Tn`6TR3dreuRu1T zv0SD;Y25Gp*Y6|KckW4|+70-)({S_+HzN!Xn~c~Dt%lbVt|l|+P{L2r-^`cON??nO z&a0XS<6y|-0oz5I6{zHDEH!$=6uwmH?YNRW3f14ok7u&~I}WB*iT-(g?6IPaIwopI z0&2aWIl_AM9C)9^V)7+N7wSLswfb{Q0k8%+eGH5Dg-`1xUEb!Tg3X8Cd+XI07{BwN zL1sw@@MZ-*S$Omdc#+M?YBqFZNE6%b9g~e=v&OD-cd`#?dl+|R*xUsE>^nReWs?ZR zv#H!FBLyH$*QUS8^e@cTnlNAVtSQVP-(OC6Y!BuO(xdr2iDBpB%`o!IKQP;yW)u|? zPUvu|?{niSexxd*_?fR%6did_K4bg!DAunTIu}>3fEwX}sQETFN+;wa&UVxK{VDWl$NrO5eeN#u90tyOUZ~vH#eV@AZ zrAXLRk=U)T>cP**k*^Dp%L55X_?)EgiI=DxkeHG=C|=Wr7Ce45&_hJL=r!S10uWPi38cR?NVDy~!zA>%GrIY@Ae3oP((y_O(dIJ`J3bRb`MQZzzJdIx z)%g1ZYEot7k{;F2!FmeKuGZz<=1@b-6M@f_cDT^ywY=-cRwbaressLat_--ITI{cp zpbHuJeh#fQD}n4kEu0@EePQ`$lIW`+(gCPYm_6$b;n3Z_Q|2!W0o%cmUpG!}0=H?# zJjbz@82PulD)FjDFosf+gGt;6Tz^~ouDZksCJT+g%}4Rz=r5w}$|3>i@KpHCe$@^p zujqrR%bqFR_%6VaH}420%MU6uiHYGI@(^;T_p6vKdhZY(GbeO)+~HGzmjLn{GBg8tL>``^{)|Lx=3 zQ=Wj?R|)KTaBa%7Y;wT+!g;Ar zO1eEy+~%XyYab}9CKo!XlLgd*IrzUp1SeyjGd=Aw1CObh@8r#{1KlwF zb+T`rn0wJ?tk0(mpaXZwlb!+}z&m`gz(vad8nVTI_>*WTA!*WPQ`*R}S(_TFnx5NwgKfOG1{ z?Y0yubId9lwTDW|4AQ}~aAKb_xk9F7ZTV9QR zumvB~v)z-|IlheJrc%DP#$f^XD`NuXvmDT-Y3;`*BSb)vY`=6)e*#w$Z6)9N)e$R5 zJZ!9^&WBaW^J*)Jh+)fB2fnoxZO0gU6KTEum9T3?AI?muZ^OK$?hO)dQ^&T6KJTyp zMuC;I^u6dQ5ChR%XCD40In?^Cv%+#(9|&#Zl@=arAoknpA9-^TD%LgRZo`H5|3KvVR@51(XgvROB6TK^Shqb&Qr2lx5~Q1JW08 znt^2}g^e6BY%;1RCqf7#zS7G=#epwWBNXU6m!T@SWEduZJs~`@d4@qKV-Y_|O z)6o;6Q46Px@YDo?QMjq_LevCJWnLM+{%sERqOHPiH>+^2%O@5C7ER!>ac0A@(FF3=eC2tbN@#}qF1+G=RbwJvzLf5rq zi6Kam>n_Ys;yMqp?2saJ!luQ}s`fPVVm#u5k~=3vF*oW7&8neoSoV^FsntUz%rRAG zmiOE?>;hSa_gj2_@U=B-70+vmzy0lh@p$pi_9srKvl=kStd9eQ~ z+_u*_Sa9C=M}C2geyZsc_9O4O$vtj_Y5s@5jc*8@X$xNWuccHYidN?9`QQq@^RG<# zf876aMfrnD-nzfFbA0{jWaGO3GRNr=$Q^Y5;cu5;U^fDbC4by6@+^1Y)Tj0Nh?x0| zZB8$|f8Za9JCHE7!H+yk?Jnz`sq6e+<_g7C6R&??sW!O&;p|njAN2Q@-|~?Puk&kx zk51eaxlTV?&*#(5O7esLyWYOTnCD00c-e&@Mt`?mk-0qD{plfH6sa;i)KUpku8~HX zmrrTX@!P>=Cc4hvV<*rJ;g4Kxc=^6w%^skb&_vFc_ZW5WnL&HKDjA!0J;!~z_^dsP zULVwKt24=I+)(c2vCyJZrXWd#-+W&mjWm^ViPC%NAe`u(+`{t_+~ZeY#a(u2LQ=HB z+fRx{XbCsc{nBs>dBq<&eO=%qPMf`r+`aA^CZ$BX=GgrZyDF$}Vtv3E+o$4>=(o^g zi}u*A{XE>*%IYjTix)FnQFq+yJfpyg?d(Ft9MHT5VIz%+-n^N3+#3*-3dhSI*5Yknj{$8wED!K(?mOb4=K1(&Y;lJ zX`b`l&v1`9^+SZ$_CZgK*R9^yu827!g380s6oLz@?5c{Q5z7UBTd``qd|P~U4=0b{ zZWEsApL(MK=Xsu-Q>isXEU%s73u&j&!Mmv+8Ob|wi^^n^Byz^s=kR6oXD{e5*5mz@ zU&y(!f%}B)HIFx8`A?R58*fWvE;`pr{L4r%MFEz@S4{F4m2IEOj_?m(=SoxMm`c}>W+a^$ok9xHX9u6MR^n>1YXrMGv>}yZTUAYh7b2m3BKOom2RszS z$%Nel&=Xz;1w=y&dsRxj9C=1@Q)4(sbqI<>R{B^k8 z=uJLD(RblnM0RYenU}1K7Mm$< zUMC4gtOwh^?3u=&FTu@9U3yCk>DP7fmAcHJCC5>H%joC0hq0HhP`T^Fc)Q`!S0ZUowTBIynX6`Dip|GZ%7AmL4ed&kU1l;^kAkAu6h(2_MOBELQ{=p(2L;^XL}- z{r4(u&}!l%?t;zLn;IvLF#;<4pljOn*bv*pdyzWa*k>MZ_v`$m7)ska*fJxH1@F5= z?u*-mbzJp#C$^QxViJrbLJzINU;X|5XW!@l)8)I&=gp?HwC>-}wR`v4D`gs3(LE_fq=ca%3e^yu$AI`s9pO0bNzw8}*e7!$4$20bfLXqxA ze?io$k-0f#eZK<<-@P3B?)7*GPiYhxD~Sw#^nVWRu)6JjVtxLDzKqny?7{l{OH5;9 zxz0)3ALR#7)U!$*Snn^%j#skLi>&Yeyqi<4r*v2S2R-2%nc4)J_3sxgVXEdKTI>AY zQDDXmO0Dx7lojmJWxLMr)N+*m1zmCc_e~cbt~Z)U409daX`~F7rn^$wk0_ucuifw8 z;j;tHg!2;|dZFm5)r5z&z7!a~Ir@m!MGw(W2L&ih<@QR!N(^W zUR(Px?uoQ_k?;jrnd8^vEy$*3O zAsQBEa8~r6LNsD)U(IcLaZcQQcdi{Y#z;eAqm1mBu+>((t3wprnD(JSK4xJGEb~CV zqDPA~M!%SL{nKl5jFLA$mN`@&bJ$EHZ>LU#$#KkYt=lUEy-`8W$^+z4WZ47BZ{-^6enZAP$zyyL2Yc zaV`}E*E>b@fw3}LIMdV(VUhb5S7S^eTftzgZ!{VaGw3>Ne4_&vQ}@=K(GlDf=a%d@ zmYQ%?jGvX}u@SnI6rLu1aSEkc-I8%M@4}I_M5``_7-MT1U1AsZ(_?)m>B()X+}Itb zh2V3sW`dQD%Rj|f6Xo*dv{07;0Z;+*v)(nR~O`>8*_ zF^&B9NmeDcKgAiR3rO^}?Sr8g4P3s%t_X>}^6%w0h3&a5?joa6Xp^2tu{XZIx_c;n z{~-S;jvFUrzsXqxa-{T}(zhBS6?Oi6ugEE+Z%j@hk<^8Q6GXejg^e+>Fd`0W1Kd_lOTv3I0?K@M5_^@{EvQGz%Yjsos5X(Zj>5PxjK78Ls>+)Nhn z=Zn`L>pL7QiI4A9tMfn>-ybX;J8-st8h!0!LL5cUaJZqBDfzSeV7y1=e!7e+(k;w$ zK6ls@cI;-?a>|TGTi;!LdEy)$u<{lqRjQ8QF0;p!t@Pm6XQy)#k8d_Yi!T-Xya}cd z+uAT&g?lG1P&-*i7T+I?S3M`g+(3uQtahrhKqm^2?>TK89ziNB7AzmLCbE?y$T&vgH& z@AdY!#K!pb^#|z-j=SWZt^31r$zlFW`4&I?ZJzhJ6Q3%De%#N!)%k6Ox$=)ZiIsSB zck}xCiYlW~!5~_xANWM2(`Rlou7BU3)7c%9Z?XP8-_qfROv~JQ|Due5KIg@;b$;uO zJ9tN@*7?296Mv3%ex2X%a(;)r5v$KLXQvTcKacEnmqDBnVV3{#3N}!%ygsX4Op7kO zbDUoIrU=Jv`!&}ntWfPkcdK*FtYBj<7l61Vk;Ck5xOrm^2@uMx*!9=rNLgb-#_{_p zX-C@i#qVpN!{5RkH-A82@8z)7j@A{OV$SSR-9rG?5-FzU6iqneCf8omayFo(pxygz ziUW~;5|3|xGLJ~D#Re}%4dZg+IOpFkhhkf)@?wRf5-{BbS3XHYDSR9n9>24%7a@D= zHm6r!RM??Ib`As$cGbl9_UJCYp|-xgoEto1YM1O zi(A@b`)hl_!(tlnW~}%?0wKi!l<<{F^vN1eFoF)261=f^34p=*`PSj_2|h^TBJFs zLACHf5o!&Yr;YP1k;B3sQnn0M02`XO9b*!RYLYrDIB5={`H+E#-g;cS{igG$B?W=~ zMtP_3XLYpLl-a9#0s)<*x*$!Q3koAlvEkZ90KCQvljU=bxRt&4gzj8tgO@e*M;r<{ z5YgrgPUGYF`J3zKZgGwe;rz^7@5S*;Vcu1BzUb&8)L4Xj=!sKd&0aii;!fj0<`VYl zLiTP;mGHy0SLUFt)Hnu4uwP}+QEBv zqetN$6#R+oV7+wf`hz5P-!~OismG;FrD&aJ5P)&+*!hl0O~evz-j?023*#DwaQ6K)fQ`0=J!;VGXcwaQW_6;xp`xC7_EZD=6Z@ZXg1^^?8+L}Ix zk3V_RX*JS)5O=Ee&V0s8HZcEuC!@QW7R8Cm849i`f?|Vz%MEHPlxyE1?%l!)HSAuY zTX-eWfNmO(Z0Q_2#XjP(iKGGd#ly9gF;@`IYA{5H*J&WFFBYO7DF7bXaR;0Fx}q4m zSQ0}`0=P&YQuNiN2}h;gOi{td4sIQ0=eH(uBEvLw-jL3DbkE6JjK63YcYyID>2QD) zc7Q|uUJ~6B^pS=Zyb7kmXdUsN3H!%^$g6YKaAr65ZSu?Ea>dWEJ2%TZ>78<%NFW>B5IFJbZh#Cb4QM;V-Li<_=1|nG=?+}%l!vA} zet#5S!;K;`cP+G-nZ&=tOAeTmWc!GaBcd6e%BvkAfSnh5%;P%SaK-Nh)*=R(!M@2; zzLS9ktwMlBA$~r(BEx4Ow{8MQ>BK)Yb65(Kmz_+dF8BtLWA_Y(wA^vjzqO`{u@(iAD4gE-zMl7#1wYw4w1 zzO7@pk@5zX>q)zz#YUVmEpQupI#v^r-k=D#9#Kb%=2#-x6pHR|HO%lalXBwtCUJDV zJ%Qd}%Pf+TF+Lf{Rg3$QnM~JNA^;-0ZstE_P)APM%pp@d1I$v2va8HWky5|-ovB=5p zyLx|p8s@^^>EAk2NYngu>Cz+2yRM(k)G z%w^^fe)!st;#g*r^qgyOT~X2ueco*F(D-Di>4RN}2?YySG{}IuA)DoHMjd2s)4^+D zwG;9SdkRDcIFaQY$BsPXS!7}%+OFSUhbx<*sI==40k52(H+|WLNR24oSKdP&hN_2b zU2NSEQEJA?2kZpU!ff^Bz(@x!=bTWsPz4iAFGsnCO)w!fMfX`Bt|hd5CsKUV_9@)e zq2dCnX-Vw#`)MzA)^9NV);J}nnHsBWSDo&foB?enK2CLN7ObA=iek9;6x@A#`N7p? z4$NX|;BjUBFo;r)tIgp1gWoP6CvdbJ#OXx@R*4p|ftKvV=a)&eC~@uDBEc6$*v)Dh zL{4ahvQ1>q`PQ?-8KWt4`Q4Ien2&reEo=@A)e!iUJ*mf??uin&yC4YCcbF>EE@`0J zPC4EFR0OfQ3x#>d+>!0)#V6?RnE8l{)P&Bx;)r%(Oj?cLp&m`T8> zZsRyi`(NQ@MI4x<%xm~IIUhF^Pf4ch@toRSUe!`0X{=K3=X@eU9Q2`+rN2skk2WJnDHEf63Wd4X-79;y(oYj|9p7UxC@L zmz|w|&2RGY`Q-w!hM5_jNX5>_F5wq5xC!9R=0ff!hzGvEX#YPfK%hZffCWZgeCODJeCWB8zBpBk&N2seqg1-Rx3+I$L-39dyWx&MlksOc)1EMt+vCsRtkyrPJDP~wfd85P ze_P(>nQoFvQ3EQzCr^GL=|1j{%0GUUHLm56ItT zcpT~7I2Ocg?gk#B%z7RVk~io(*JR79AJ7F3#Z6cBy{gI!OSp zWDg!#^q$3K9vIRTe?SegwS=7);{=fW2RA1@CJGp+^f=t0x)mM%RA;$z)1+LA*<<9U)SFkZM{LSy$W5M-^ zFD>U+RMJG9%1A(ixZC2Gln2=0#BGM^GbHrLLwoMk>0)B29UJ(pu$dakg|)OWt1*FL z(apM-N_$YUw~E?+gANqq&B?VU{}ji$qs4(X=n@ohzD*;Z&PO_Oszg&RsldV2yhY}(BDZ~hN_TQL0-PzgHtEgy6a|5Q^15#=Q2T=#z!XiN}eL0HrpS#~PdG`gBTlu~7mhDEP_n(6iVLb@0GVUmv zAOP%r)}8ddBp`TJnXcr5dY?x(t?#blyze&c zmfP73)~_+?2FfY4)%@zau9H1*s4l=P?7}uU&UotG?42FJmO%RK#b_VS$!LNQ=IcuDPIg7-d{x1`8Z)Ad4Y4dl;nV6@bZ@G33PU}MtGZJ50nH~IS|Hf z18>DW)c1vGfm3sr*<1broPo~lCmGvD2tKyuij7P+dR?Zcd8$thO!rwmeiSG9hwbsR zeE;3@v@_HWVoRz(9EJ-}v)4xGbLP1*FGUb~&`9pDZaJg7hj}gXkp{TcL6|U`{Tn(N~T5nMIRYOJreJ%;^ha z(mem|?ZL3T-Qv6?KIZl_(S66MAN{U8BJ)fgGnoR=Z$LfWe_0H@e15NP;4M8!9cSBr z@Z>f`dWTE<{bgP->km!(fT^NfhX7nj6*t6Au)k{|Rzs2#nwvb6hmkOS&SrVPhq(F2 z&TfhLGg5h)o`|g7FF`e-g|2ofUV)$o3ka1s53D)A7{D+QhZDI9dw~WqH_td30MQ_+L?7A#}tQ{Jgvt*sm`KU zr=yP@xwsL_?uWGIC#%q_r%@FOeaX0_kUh^_KZXKlj@Ur+wPdthoT1F0dKMN-2Z70< z3=s;jcqrG^qHZz24B`{1xSrf2^?DbB;g-CIiZeu_lRYwQI|UaI2mPdv;hV1i_T!H~ z+FqVIx>s$QpoWV1mX~|K(jsr;Jlt`zFR10(iu6A5xefYYWp<#jI5>hVb5?9Wa17vn zwuf8b(vE?vw&3+rCp z>kBL@-YLI;&ekZ6oAj^ZzRA;4Hr)GyZquBx-o-Gv!5+USr_bT{o8}&|!Hi>AtwQZy z{Z1VX#Wlk;*Wxt|8V`k z$KU@p{NOHqQ$IUl2u;R^^?atjLH|GN;{k~{k!m3a1dELAekv#SyYxTb|9Ae6X~2bL zpK+Ky6KHcU({g%mw9mc=vNp2~#2_L0V8P)$!{7G!NxiRWx!D*fhmnc1jSbJ%zCZlF zNH;l6=Uqw*$8PtHb3YUPTfaZ)_urkhcqCz8s7VNdYnI^?IUD``&-|n@o>JAD7)NH? zaxxe3dy;>~|8LK?ypdlF;cr9KUT#BQ;J^R;!~b@B{w@EX)4+zMM$XQEFE#pmsnMTn zRDa+7uh2jVkFJ+PD+h3-(U5$S6Gs$Z1@pHgQA5fCh4tuL5>#okTe1G;R?s-Rb!WDQ z2qI6u%tk3A4vbzQ7{;cxq3g!1z#Mf`QX7Aqll%GekuFHY(={?D!3xr5p0n1P$8Df@ zBaH%-W*J{8Qi3$ZMPfH$vtZqNnv*WR-K=*R{0h3-N zy0U1?u9J`RS4pN4Qq%{;>Kp#`x*bwBRVj=}ZbrBP+!ej^r5n0>ds1xg_^sTBN9FUi z*G$*Ley>aP*Gf5kaeLnVEfy~8(?*N#{BaBj_8XVq;SZ)e`=xc78Su;7hrMYYhKi$Y zQhJNs_qgC-3dLudaYi(ddWe+gGUF3T9zDUl200|Po%VeMF)vJDI@!{4dpETAxl^>w zWxTe)o1=B+9Op??PCTi+mH99w2Y z(mPRf#eGA0KN$TjK@y)`hY8m~uMCmA;)%o!&&On7Th{ZM9x#;^Y`%285UeIXP@AbV z0QoD9P?ud-H_-oF{-4d$JzuGN^TPPa{LzlnA7)Asah)G=rDGg0??||LUx4a+{n&5y ze1|`(z0zCW&;C^uCX1;H%J0ab(2uX|=04-?XtQwh&SfEVB;<SQ_QeM!w{fL))cNBWQl1Ox{ z!w)C|I{UTrvrx&a?B`ecUm+g1NTXwRaX8P2H9q$#{PA?(F!E|QUzB=kw!yD`38`H~ z<9qSpi;RffUY~if2zL3UUrRFxG4qJS(aJ}P0Qu`1vp-o6tN%lwpAx0ElGWs7bzpt& zW4IPs^ml#yMD>54P0r(Tcx)jHilKB*FGrl((0;6hn&xJ84WU`lzo2L80c!8krdeCM z3gI-1sg>+YztPiRzt;F2uGc@k)cNxMO-(q91xuKoFhvEqdP%kRiog}x85-e_P=T4Y z?9*XgSbMuSMv=w?d2R_Kuu?FAl;elc5Pmyt9V^jrG^<_S!y#1G@}aZO{}GPUL`jS0(fAr&K`?+ifqf3 znLnRRfsco}U!0Zxeyk@m_G@k5;dw{r`9ufV}%2{+$e$-;&kuMAzA1a_J z_e6my&x9Sx+~J;Ag-UPISybBP_oz+eG)S@gw=q1vf~0zzug|fG2Jd}?RcFB zoULtFzkaSjyrUPUFaFrycK-p&{!522ozVCA?PD*&PENUX z-@`M%tKXDY4_r*^ z+Rtyj2`)-SjQ(p2quB{?JnPKj9ffR^KgjWJSJfU^6dt)zcVG#pAWwU5Q}PqwboMI5 zMR%gN4Y@+n(XZj2P|~**iZ!(Ti3*bpIWy=vHH$uLn!rh~yl%bK@)%N>l~;sQYmvK` zKhH~gb*Q=1civ!B0__!|i}tGN1+AcPjm4@aeAuYhn?4fN0%ggYSv`S``u!o;ZwZxd z@5Coo1;7Eju>qs?W7@vcU1=HZTUbg2i9yjL11HwQrhUf~G<>7^rf&rvBlX+Dx747j z*f2_|JU!4z5__uTk@H=@KgcQcPz9HeHv|=G(tn}6^<>agzbVN|}q zr@q4*LJS%@HtTAblJg)V4XXtj=qKywxC-51X3 zs8h9A^3>i-@I_#x^t$Fm|QEo?-WopIvWcj5;jUH8J9tGEiBt303Vj>V`TDEfrn7K^4_qf zIQVzl`?@Cn?@~^62g;c`O`${qJ|^GI-(ZjQ@F!OmX#GIVEX?w~@h8OjwkFQb`2f&M zX|#E4@BfYdyC44!*Xy=mqF`pu4uwV~{^@+57<5OjZG?r>AFzu#O)SpdD57yS{{Gz~ zK$_!;4@-U#1+s>?91V_uCZgbnXLZuh>st~toLgAIVVS7!y4^gEa&usbm(e}oIDbNi zEVc%H&Uv>GxLOQ$!&DESl}{ipnXo4`t)xJCZ^-H>>cvHRPQ*1H&W3`VY5$?+V)RC= zzb6?d1Joog88>|QY>=0gzQQ3Ts10HdFs4y6UEZMYJxE4nk4pjQJ5>zNOdi>QUzhy< zUy38~^6C2H`@tucFp6;d!wvjZaGX&?Lv|2BZ+eH!wippIv5Dr5dPDf`q_eY;L%-2~ ze=fembzY904|%|qdYyVbD?zrDJ0KGmABazES@O7J>q z8Hk?oM&Fb?dI&g3xsHv`pG9&zS#yh%iD9&8C0I(e3-@sL))NBFIPhq6Kf8^g0Bx%K z5b~w`27Dwu;v;vo2}wLR7~(lPg0OSSdS;fTxaFY6!&ibYLUm$&rK?>UTFBry-lE0= zywVTj#f)e+$gABnZTjKJC%AvuHnegfV}rgK+Zys5pO*sP^q9yg+wcweb;~=~RToZWb^T2L)gFHWTu?-XT$vkHbAq&^Ha-_Kfs_qY53oe=B!vdmqt+aEOeT-mfw3qP&u@eg9eO{uy^&N7KNFvMT%Eet+4Iv`+@Bs%2 zg_=`m;?c3&7YG&ggMl*caj!r^0eVNZN7&F|43S0pZ!u6W^XEOFwY{{QaKx8*&GsSr&=hl=m zk55LnL4v-hamR~Ge>rr(3JUW*bu%MFW|?w#0aF~q=mp3q8;8_bvcjLA7T(UB6G`?tGyz>}LX(NUUwC~(}W zVpaq zTvGs@9%1XI4qGJLwmNBPDGOmG4ZBV{yP9E(Iy8E|XgF%(8g8DS=hj{wVc72~ zNWuO>dP8~Zoc@|B^R#4EPI(G%Lo43fN}s}Sd8)IxM0**!4uwqI%=ka_SAQ z3KaPr)u;Dupr_6B;Ja@t3U5Ry78>JJH{k!x>ic(9hy7O3clb~1O`^U+QzbZ$>X!;_ zBQiH3?iX{EPkX8G{#)&y#y0+cxxP5L4ILKqw!yK=yB}<{82{zv|5HK#O^7Z1)I`@V z8Nk$WMMYbq-(T9zX=Cc>etrmbq=p_SGwH=$ZQ>Va;rURZ*mC=jZqGAm`Yx}rHR#44qj}C#yw?8$_Xhm$)%RD! zAICagUHPI1v`+lGNndl&_Q9ZLK@oEpY|MI1uKxSqBll-(KL|MV8Re@#VCmmFhP!({ z>)RE}1tdFtrTeY*;2*ZfAJxyI^`cpK9wA6Zx^fO?6aQg*NG?4(Ns(L%U8Dj!XW9Jz zyg&Y<0{lOwp9n6c?dRx1p1eixF4)y>u*c{AmDDzRDsWKf>Z-lN`-k=SGy5d;)~yfi zh`~!PnZP-a{!f?pbNT<<^WJJ}=M-O&Kxh1E?C|RUJb&>2+P?p|)M&GlovX*+A&vf1 zxTK!~9{myy>FZSf}>Pm(?Fk-;8buT_2;brK7DD0TA-tv=Q#`+~0i*%8cWS;=v8t^`*0X{9D6 zgbfowoW+TH^ROJcS^4eq6d1GnbkX0s2SZ<=aTSHq9=ku?U zC`2ki%K*UzG6k@H%**G29uel7+t7EEa1uPNZ&c3kUW98NtlJ+hH9$MT&ifHIj!=-I zM|Ls20m>H6Z~Vw)+Og z)J4|}g$}|qVM#Zy7jsZmEbq1!{;NG~#Xnf7b5a|1zsXNIN0j%K!Uz;A~BWR_fPWYuv=H6*`=c)X6#XS|FJIkv@KFog&|{Zu zxA%fvKB^=uf@WAfD?Yht0t0QnvgwY(L1+;n@!`fFUO%QInC2#N4}6Qdb~=v^Ag_zs zT_~0an-dK(!k)W;nGVKmedHT_UD+1!lGE##=Yvgh;TL;+hyQ4g&MKd;+fPS;x`6{J zZ*2@RB^MD(TnK@YHy-wuen-*hbU~A*-WgbqI+;mFl8SWn)pMAgqd?<9v07NsRkZD$ z>^zpm1xs;vE49wd2NKRgEN~JxWkiyl~K%ogyrp92ORk;76rmtFw#@v)IGU)Pno> z@hWN*%xA5By@6dBB7ZF|W{nwCt5dX$AH^oLI4a+j>thY-=01(N$ymY@j_drUZdhz@ zc+e-BvzV)!DSGi<9qS)qGiscmr^9o$&#YW8Srb9>;z&+o@x2*OGFdy0}MV8eB zpQ>HYR$X%hMX_ULpBFn|rc&Ihz*7q(3&ZS_ET>=}JD;0zn<22ST#P?)tr!~a8g>?6 znnnHH2ZYPX$*@GT-~%@=9tL@LW!aZun=so&gDzdAfM4vP-!=D(J-)+#w1;SA@!kf> z81Nga^Y~&Hk0?`_q;JZEgDIEisq_Z{s3&GZm-uZo1iMLYgRi%c32F0cdEO=1e>yMs zVCgMXc!jO#R;L6+726XMFOeXHClT|yhs$BH&a~*Z&wJ#VQB?IVuNty6o-~%+UqsUM zd>uSi(jc47X=iOfh|(*}N=oBPAobfzt>lgUpUIsx_PmJ7GLZ&TC36t6xW;Z%vkj;UzB z(5O9#Eo662@#x26o!dWNDGM>ecBuEabL=$0&IKNp_fqD>o=wP5m8PtKNv%P*+&~&6 zZ=opg6YKyDxi{Pa`@JCaE3MFg#Sl#E5*AbDo4{0yJb&ueDTp*WMcnUh1aIREH3uHP z0M8{7=0I3QH~XT5S0t&ib2Iy!#wCuz_-l-;Ka&h&r+PB~2>0tcwWqsgf3e4R_>cD3 zy7)!XqcRanUDNk}%}GId=i0U>aK(ZH$+bKIvoN$fn_TT-UpySSAt)khnujVM2n5bi zCWCoy&%p%4T=c2^?gxWvIY_STor!q08JTVtbZa?V1H-9XbL6h|Bl(4C71i-(7_gar z{-~P-v^V*lB_mV>4>Z`m=_?hY%g}h#vG*n9WM7D5rD;SHO&VlL-UhI@usNUDRt{;- zY~nY#F^QcEE!3tn+M}rF5TT{vuOG3sJ80$aK6)J@^v)30bAc1seEf=*Mw&e(KwFe1zU#%QzvE)hklO$nA@ zBvLN7##sf9HEGdwTm)d<<-oEOxD87wn$EFj@P~RTcNtG-QcRLBpO#Aa*e}nADC_hu z_V^C}(H=GzIp19JNdpz`pvE)Rx6w9F?wWYUWKg>mePrlMENUknlk%Fq3J2{Y3%_U= zAvLWoHDsFw3o1OACw~dj_sn;75!C=6*MXvG#E6dXA}`n0Zw1>+sawiPX3$JokD3MJ z0C0vaA9-0$3pZ(Wq!+%a18vRK0jrpu$Ux9+K=oTQTwsdX(a710hP96x4c$5b%kGgD z%<*cdh%1WZvc?#;O<{Y!atNDZ!FyZ5c*w+B=E{t7T^zA3ELNI^yS%W3+wJ=cs5LOh zz>XL76oHsma@6=vGi{8{-(6yCG8F6LuQG0zP{z*cvMyh_FO03!-?itqu6w?{bEz;$K+&?rX|xUi>ATR3JX7O`5MYu|Dl>H9Z6318-VQnq5Uiy-Bey{H z{k{9EJkL-@pwT_v_xGXv(#h?@N>xb2*E>F-Ko3IS(=QQ*vLRo3egVylKKOi`lKa&1 zH`Lj}sJty@60)aS)Xluu!18o`aa5r`>=c@kYwBY`s%tbOlY>2AJ)Qn8q;(AOF!uO{ zlsLnpYL;kuj{$1_^wy`VUx?m8I;@oD>xGe? z(`s_H(ZEI}xK32RG>R7;~G^^35W7ubL2i5Q^a@eqian5TcE{sOQYA|5; z5-85dN~v40V$ZWFh_XZ~!Sk8yC%Tyx5F@J&lB!OC&8*fv0sUWraQHFL8j%NVZ>O}o zno5NwL>8rHPI?2WlIJ6Ty?U5^b{pMfrG(E+ZHDDXcVUju+_;lJ6z=reb}PT3!1nH$ z*;TdeoD zWK?ED=Si@(d128Q18Kjr26j9=p2=?h2)4tRdEk_RDyB0#Oru5RgQ;^gJ$d3Oh0R;`7`C!* z$0|vitt|xm085GWy`vQV)D81iW&Ml;ACI|FvL*5lcPd_)S~m6c9^V zNKr*^#uoEdRQA{ZYL6bK!C&n09sZ*|*fz!ABO6Z#!|K@;UEaHhjV!=7G5s3MrsNzI z47iANnN&AtD5b$(4W?2Svd8Gw*)tDJr?cSYVCB9di!#*Hu*tmBMHQ50{f}O!V?Y7> z98WwOuZP_IkKJ=qM-e5j*MPF@M-Zj6x8?BL0@n-1WS9=qvLm_pqbIBMgk|}e>kU5#>%w)`1#)t|b zLy}0zkRe3KR2n2hGFABeciFo)-~097PtWr{dq1zEF=xgrMXv1AxZ+0JjJLBH zrZRZDd}ysCUeDF!x2?+*52qd_d&7sZ-(VU;gR2EjEM{{SVB*7T3l4`nmaM`tYk0mG zDt3e5#%)}@jr6$SmGRzC>O0`~_*Pfcn-5U$Cyc)k`NDI?odh$AQFys}H$9`xDL5`O zWtEabjPoPN3kv72zfz)8E?x3@2#O37u*#hT{9fICIhD5_U)OOV+g#>0KP|pqjh-1f zX0+(p`Nh`$xBhXjz4y0#EX42gaUx@H3b9}aJWaGM)IA-IvOT>>59|p5-H;}igl+C< zL-N^20p<~)cAUfK^X?qfB9gf?u{sLu550?Fyq$rJSME_@KCltbXc^W1>^=$2?M>0UU*-r=lnZV$@a;!QcbyMg+X z-B#oI=VOYN*LSJQ4}pqMkWHbHJY+^z1=r2phMR+>>`I;!h}m2?>Ws}=JebozkXz>p zv>hj;-OiKa?Zj?sZxp^>@7^ox_?nMz@%wz-4IYc0(Q^T7YnR7e+TJKupDCV3+ZjgN zX_QN(tdL3Q5-P1h?Vn;9-Pf`f%Ca(Jr5Q{|SCnUuR?C-4zWpzaS`-Acc zk1gQ5QN)*kr}`*m`6mk%3V&E860!NHZ5r~=VARbvwt*{em)%T%>5E1*>z40g*aQid z)*t*W#|R=L_Lr_D`G8e>s?avdWYlxocuIjZ5`>r6NBBurqP2&vu5I`z2)9Zi${#0E zpqOO=7S4NpU_vfm$m&BF%Go^2xR-Yu5FE3W+GS}GyEh?E;7~0#k<*l<+cAybA6%ch zLjD>a=O~q8Q#ZrRZ=R^JEi=VCIz2atGfLsXU?KIK1}!|{-krSMh8vU0zE*5C(#3lN zTc0_rZ^tpmwo}QI(BSfu4%^id2cR?2u2(3p9n|k8)vRoHgP4iSH8X`pkXCf^C}hgQ zUZdpvn`_FUVe-)y{VZNck3A~&-sUl=_C8GW4&Z^v+@PryTdzZ5K!LGv$D8>nfZ3Gq zr!(T5xzR~q5;v&5_HlGZmKrm@JJLaR?d$pD9z)~Te0+=F=R@NQhnt1xDVQ2piR{QX zLec9zlWB*I!0PPfN6u|p=%Wdq(XZhe# z>X&CxQ=~}hN}pTLNjuoYj<|g$LG*7&$J(`H#-=fYQeRK*wE%VZqKVpkM zl=$zCr(uF@u72H$i=%{2{f#%SJ+Od_tB;wVoe4lO9LYQqtuA23M&R7HDjUs_ol_@y z%>%qw3O=niBSAgu292*Oo`p!wk;$vs?x^8l0lB6bJvgzk51rgag38Yjv<{Ho!?F^` zYm;T);KLeruleULV>fRP&t~CMxSI31h_I?Q78pp5q}U61Q0hchPPqaWNzckEm1V;U zqUPHh+b3vEwmEg^RwJ~~hFH8kaR+AAG=m39^??4)!?0Vs zvfB{SRm594?O0p_DDJGfE8Z7LiboxfJ&=4 zJo-Zqx-7j+HTKg=939GbZ+(j`93i*-WNSc-6EYm@WzT+{63dmZ{A)hG#qaaMpC-4j zV@MWCZ+R&Q)|^DEnl_m)Gt`0=x#{~K$jYNve!7!uYMkJ*PRr1tsAy!vZkZn@s{!5~ z%^KU(tq=vrNzMJ6XyM``0jF`Ue!}>`O1#e>t(B(W;IAoVPY^{C#wUUUQ<*e!eQV%<{$g`UXJ zv1>)R`nnB6$ca8I%@Wd&mj&a5$1IyE>yP7`4$TKcrsc4uJlQp~-re)RwY5DtcTpCn zXUm4n32wsveebH3_9)`9DbsaxB{SzP`ab~vfeJu<m1;_e?#G}H!B2@z*=DDNB;@g5up8|IY4R+?|my{Z=dmJgzZ z_+3KM-+RpK-SUvXho1WYRz~7mw1lG_RN(AH?QAOj5!C$T?55W)&Y<>Ot4Ii9klnk4 z-MpESVEpOw9hLY~^S|$P%Quf-0RdH9AqV816Fhxw>#Bxyq3)EFP}wdwH0Q5d*D_%Q zl}$Fu)NL^+fY@Nm;N@M=>@`)ie)OhqkRfIGIWlXSel`>*0UCz_Pw^Qs{l@jLBS`t*ns40I`!^WJ|Ua9`NJ$2ma<3ce)Yj4iT2C!60& z%XrNpxi3nOPZ{?TsMt;Io{4ARsK_Vxa;qNWUe?sy*ZVE8gG_hJ&QE)>#nn|C!|Vj{ z2yM3H==F8D#p4ab(fty5#l0*C-pve{)uQVSJNr>wGG#}iSVoH#%WoCNoqGq>_p zGeGrxxaJ*90pU=m7>NM|IR>;WC zWTQ&RhLcoX5>KY*pXaN~8i{-#4@IFg3<{c^sK1X;TQ5EZ9K&tzibhVs&Bx7cN7ugq ze{V*Yt82gU$*CD%^RW=W%g1hwi3d-M_<*JTMaPuse$-lMp|)3D4)z|2J$%AU6rHdB zVwAbb0uFSh(r5bxpb3rVGWELwcCvGrR68i3WZzVwrZwXzHTY1gZs`Mp#hn`4E*3?| zi4OOD`o#>j8rR$05mN;6BXX~X1w7H&oPzk(@*J>w_Eyv+%O^q)2eykPlLGg z;XVwq)X*vLR&~(-G8FBXt#OTm`uQDDh1qIv#O+t{_@Wv3ReH$C#=9&X5&nTa8eyj!` z4~jew*bxZP%<;K7AvyS5kb)0ZjoM% zP#`C?8>i_sAeAH``&*nHpidiixbKx1U_%p^+f)^h_;m2pu9k0Hx>nrRd@RK8^6^(^ zR{ztP@b6ObTk-pGMytQq({#e|Nnxj~2?1{QVyuX*U@$7=tVE%&iCm~lPVf~Z%?dskhw z|EZrQOk%28r>O-;q+YHFhb2GlpY5l;W|vJXCUb`L!A5E6`J30D`Ds_gLf^2hasUw% zm%z{uUQ2%34}Mxxpg}!jG7Ct#99&-boZ*-Kw2j0%MGle)u(MvYxs3A3qK7ENntivW zya|V>i2HtX!b^VIpY_u;HZ>^JNbZ8*&w+C;W5SF4v~$6pb7GTOz$8TzHQrT)&ZXXc zpn9SR1j;V?oqxXAPdg#HM@RNxCY0I{lBK^a`Ds7;X~lzr6oCOEz`VVVXSvCr_tTzo zU2^tMx(|cP&l9Y;y3q#V1L9ia_0Tl2%Pin65v(ctL@Y}~3bvspz2im=1oqTzs|v%) zf$aIg_T5bNsG{;z&{iP<@Yv5jdajmzQGfcEo%sGm8~(F?+J4o-5*15%xb5CA-OH|l zl)46eW{Qu4=A}IkdrW@rrzMYPjjWxY)UfAtad~0lEJ3TF^9c!EGfV{7+m};}AUk5M z{z!)&a7jMP#1gRBPkW-S+ZJrm1gm{V^(u^eP`=;nmMs$^pfeps=C_0QPv_%5%}?We z!Y7fYq6oP;CGi!8Kljr_qj=GCHx8iLc_$>hkOWz_D=IhbZi2O&>*|%thS1$RgCE^> zd!WPho@(8^XZNF@Ch+O9>7e=(IO%F^kg&HKxku~~JabnZFzHTGE$1aa?N|M@Wn;dr zQaA3xNSN)1_wjA$iiqqT%Zrb|Qk0cBVct)R+NNdP$?_Tb2zJH{g+3tca;aXHz;y?T zSSwZg>l6f+Kao%Y(j4e%g;|T=LU?tdU<^Uh>m^t^WSg)?V_{{@NK`^3#4T zKTCevuhrjQZS5sL?Vp>GB|q(-Tc1l?`+L{GqQOQBe%jJtBOXmj$)&+YfA8k~_ul)% zLRY7YXPJR+lKZ@F$sSaBqR3&;mlAfT2&8I#TDC|~a}x3}teh8&IwD`!a;=hF^v4lT z$vU?+{72yK)hBKyfkr758<ZeiYQS3pSQG*fK-;MAh?i?TZDqGFDDbhxpy# zoyz_w{I$>`LG6UR74wG~c{u#=QN0+CH5!`^52zi~0w=D=X>zg`(Wc@DEmx|$Q7BJ^ zWE9s7qh;AM#Xr63oRMcezM<$NvOqG;S47+3}EA09u-%2+%@`(I5^`ylwHg$sp2 zSxod!F7KZUYGqQq<^FNppc=2WuG&io`SsJWG6rzM;8mu$;%$oswW^8s;~S<0K=}rn zmV>?WB0+89`lSuw{boRAwXQB)-yaE^xgOZ9W&>+I=&QF-Ef&-iLm6!-R~y2`D5?P& zo5h0KkNNnsf|_pQnVaJMPoQl}E}ct5=%Obne%$`gmjA4v792wxRnr{(2!>TbgIv&fL(3Nwr;)Nmb@32dz~dk5z^1W6d@^by! z?&!(7bVG>DyD{bM?u0CJS5e;?`hac~Z8*7ZqLwfnKb@Uk69c2VGSN28^x(QD{b}DEupMNrE?sa_tsiFHK zFG;}l7lic}vJ($n&4N<({R2#&?jj=N(wCLC{BWg2>;9GlTfgo9AN%`v6Vy~}dh2Sn zeZZx;@%HX{Y3AEE!9T>`zu?0!);hhDe(>@Qot^polk$(Gq{;$hyuh(p!T7qgD-!== z_EB$MsOY~Cc6a;f1f;!5FD3V5I7H)JN7KVI5bNxt7tBFypkhB39bGy_NcOEeE|gIU z_x2Cj9<1y{*$->1SaPc2l-#B8YRftFw)9#$3oR2EQf5ddw+<1+r0r6oB1<5r|6mNC zZ7mAUy8a?|iv%z}YPrETzF1J>NOat0uKEzt1Z~C@xjcS)KKPlS_IpMAcZFXR)b?7g z8S=c~44cnT?O7-A{#!m4u5%aSA0M9jcz6xzyOS7-<%zj`tx5s8Q1X>;5d0pqcOFRtWVLy5?9z%6JG81_fzja!qWg3a+A zH@xq{<>NtzH3B=3lK4GeoqO}wLr*0>6yBIc3GJU5dsk3{x3oTmw@DviT726l($r$m zGm_o-Ho1C!{UVdJW)ax#^1dmJcCnzgT3w*ocTFQ$$~ZL&Kk)sJ6V%3u)vE=s&CgJ^ zUyYWWHwfikKY6>V*arM`uDeexw?H>W`?=OyS%OMp$c)X!5F{F}#&+qnHwe(GY4YMk zlx^)A6!tL1@5l7xxNUcvYel#f58tAuRWQK-1qkr)K2c)(0`5C z5IoKd2hX+M`_qD&XFz9xh2a^fbG_0K$bJr$Z`>>y{Z0#*H=K&}E_lv0;NNpuc$3g)8FEYc>= z_-V1AR{PRN`Re>kBH2umq1?8P=yiz@;ngyINFA0LG7=Wkzd=NB|+`i>hJr(Ml`<*YD*)HmPQ)=TDw|W`&VmV zrL*W~r3n{c+&m@4yukyN$91k3s}hj3XRYP3nu5A4R)a3PwMh`eHdCTa@M2T z^*lUwj;gE|4?_pOP`z7D%nt7wm_H4ceo@_22BhK3~FwmWh@Uabz2GndiMM^b1oZd z?+AIzCozFHHn6wUJ97#TySSS_D)zx`gD*~08Hr<+PYq-SE48qB(os>(3Vy6#nxfn( z;f$XeJ+!GDI*M<^4o9CDvA{L)RD%}OeAqpyMPDt41<(2KLX=J);lT0icZLEZ5Mzw@ zIBg99?x;uSEnJ=e75giRW7-DLSawo`5MKu_t~?%t(+5CXZ^OyN#OH8&WBS2BQ4E_e zu{x^yq`~n$m)3-t^&*3b&$*k@C*Zbzy_aOBI&9jXBb#SWdWA=mo1bntc zAWK)u6))$t-?1V2DBeQrvfQ!E3ilivcx)cD7b~=`vdm4`iG_*3I4DjK<4BoMFRT9d zV1G0Bp;${WNCb(AR)1-Lb7uk+Ba3z6LBl?_%jAvV#K_K5XbYfoecLj}@osola@mEU zTNwO1G`T9zUje?o#3Xvty=dLr1Kq--pMcHtHii2+ZCK-KE6Ce329H@Qt2(Y4|CWyh zJ8dC;pAR{{_vu`_-J#QdX4yL(FQo9CRlC~A4ot{G-_Tq(MIyE?Ar;NeFe@VGxe+d+ zMhbd`o3-B1c6Fluz2`;L{4SPXziSb7rqABN%k$CniYsCBSG*q zZvo5}$p(0Gzeb|js-N=+Ji;xu_f}|p)lHY*b`XtWY#$M zUPe3j&S+#8`U0IT>xBLNXasa;npBRk!$(0c7QU0?gxh&4%Vgi@0Edd_)T)MBw3~eY z2;K3!pt{0V&Q<0;+Nd>_RoKY`4Usxq2}VTdXoT;yo@W+Rwam_#tSv%!q_0S;wqV#w zB2pt7&VjZmKdMiX|A4K;8aRojw+Yh~l0uK?Wh_RHJ&^In8;9D?((jVMxo-nnF4!pI1L%_jtKkmpx51Ky zCFLV%jB~fM^+rOMgtKQAcN17AraON)sRxz9>QPNC?NC_eb6{ikVMr`CJ*Hk3VdL)7f`(9!$?7|xvecyz-UGQM(HXFJPsOc9x{FB^6SOnicCOKQk)Rd&dFLiJZ8 zYQauhh~MYK*1F$wXKDcS*53ZSIXiTI&U)UC$9(63#FL4}x!V?HtzDe?!U#^RON zwNp^M`{buAgK!`|Y^|2@IT^WIncY!3!3V_|iG9OKWa!#hlCjuqF`Q*InBd&kg6zBx zSL+H_!u9dIPd#RnXjQf)*V8roz@EWQSSXta_4w0p%kC@!Zbz;h%3~Gile16iw6F+J zNR7^x#qC6^iH3Px*NtMqrh|=wY}I#FJL|wYAxrN2p;|PyU$g(gIb*ALlH4^VBi+!JQw*2cCTb-d$vyjl#g|XR%{yv zOXH&IBxZTIYJP#cwXGc1UOv3Wo^=L2IC`gjG?NNfmWN$9>SPJ|kAip`uP?{a@nTXl zbKgvf|A(PQHFry_;B5qKdu@F@Vc-&~5K2Q5;upYN?M1KlYj?C)p+8J~a~L!c{Li(= zW+HUx(0*Uf7|6R6@q*4nfmUh#%5vmuru!uZHJw@bz=7%;i` z=G{C@%W;WA9FN||3=qC-{PaZUYnbUcy+6p+1)!n54ZnQ@zS`y6%c+zhAbs$C)~#`% z)UjsI+^PzMml|Fld=6<;CS{H1tj3n%>ocsR=dE|VrstmjGQ25L;*6>9 zx!;ag3wGK<{JwuoZ%nzI(~$s<*Q1va%cjjYJB#-dI2N{xIm!pe1|t`Ln2TqP0UeVe znw3L&=vm;0K+C;pK-bVhv_h^B)%c5inX!-n>cIKaYSntgyHU~fBvUIGc=z&ed^d`s z9s2k2^t^y;G-FCT!|B0Omp}8Bu>|OESQCC-kO5hI3aj_2ZHD6GnE@Zjdy#Ux@+q9C z2C}r;t}a`|(G}xeG%6|s7++~hlhtMs=4>*qpFVyCCv(`2)i>(mchi=g4KGZwQkt(c zjiCg7nJ@U-oYxMol{qb->Li8bO1O^=>$u@FW16fg^XH8dET^11^LODq?H#Jz9>iFs zisGXK(;BQ$Dq_SCl@A@WhIynWA3)Mr@?!TTr_x}%Xvv1CQ#(G)oHo_|An-95y( zrqO@LzWM7VwFXwt-U@WUN@wNf&qqKrtbgF6%w}|PJa2%*vk$U%k*HmM_5~TtJ)Pyy z9tPjynN`;6n?dNRt&9gW5si%AeAr#x12;mJ+il+1 zblft#oSp704tv88ljR|fhkVYw+unB$i(ACaKQJJKPnImVdCwxAk=n)y{y?g|{+ucf#QXVKupf*=MMc2>;MoZVcNGr_&vzr^cUj z?pG?@wE$X*ScgN+^-!bax5w`~1r&cc%Ka&79nP&Vn_zz63KcGuj=M-H@Ut7Iy$3FT z&BubBwh+JXAHz{W&Lg)o;oRWuFX?r+(5emGpcO1 zlXsS(b<_;4p-Q>1oMKES(DMP}dRmiATrLY$j?6OjCafsX`LxFDmR^7~#`dJ1Pl&n6 zj!rmg5Dp~e%*uCf1Wu2}l5h7JQ5MYHo2~1qinhOmkn&!8GA=l~>k92RkkAxuCV=a{>!wKLn&12Azb_Z=@ zxa&D&a}^HSuvyQM7Ne4Pdv~0t7lR~rIi2j6Yf&xbpg2uS1N6n2$|QRXpuB_1L>JaP zhv4DKXOwCyVXyz4V%ZncQ1aUQD0|Zev^=19W}`?Q(AWDbU#5D7vamHHt(*^m&+`@X}U7znw@SeZU6baR6sfwA>l`&QsJ*$3ZT`tr@} z`hOT|zT;L;>?VVuNc)k3gp=oSNH#!)}P9y!~V3_6QK7e64VF?j{Q7 zI6r?(kAgv)j-solGtkpz4tJBO_riUj2zA+4D^SZS!rg+-d}v2nE1!%uqP+oedb)Gv zu&YdCpS;5uD)wa-OJqC*m8(5YJ(i+HnqisZ6LERaHE}8FK1mtc)8rewhD{R0?{8kN zq`^Bsa#?=I(GzXBJGi8dHG)F;)X9A=P5o(Dtn@w!dE9Ayw8iq-;jA-Q^Y zp5ZFr!E)t`2BUb&v7;K zI7u&*(J9iIZ?uOqFA^DR>$~Abg0izB$bzbTK)*E85UjaemDegG58RFZBl%gkfk$?H zHIMoPDnwm5-D~F!HP4yymP@Wcr^uIeekVEpuxfmxF!|37wY;!2*Dc~MAQ^EhXuX6t zB5rTY4ySVl#s+bhjBQrviOyWt<&D8G!!OZsdgnFte%iOX{)`v2?HD1PVqR>h-9b0* zafe=lduOJ%+3zYqZ1EK2S}NBeC90sOQK$>ik{yug5W&zENH3{ewi_DO;@c?*t#>g9nc6IRrbdP5Yc< z$pt;7b zp=QzVAGOKA2lnmLdur5>gj7t`w3P-f0(pKx71_Q@lxLw{w4p%|zPze8vkIX=v$AAt zK0AD1+ojAn%i+a_+6R7;=nqphxcNddkP`Gv2i2dA9n|QG5{Rxsn&|D#8 zd+p^hF!hv-w{96*$(vo}cY zjq!ta14hi|@$mW04p+E|B#4D*sj*v!)xlj_KR47QFBFk%cRU4Mqy-tb@{EvBOZcHM zCnGQ#)h7%@Y9Y7N5_3)@oM(pUT3e z`{{9&>W4MvN-j{oUrN4;p8`irREKkXbolN5W5G^ah~Hmd*=#tGCR(lvhn*|rPBZGF zid7lX#{zWW7;%cI`-NXO)S@1V5Z`ce0q)&)JU6?u&;cXPpx_rgpw36XD#!HahT1+4 z)6dXZit`TQBWTYXoLnH#)mwfU&!`2a+Owa+eF`o`^-|jS?(_!bUUtB*c1S93zN&x~ z*Q#A6ImCwVIlVAyvsK5*@o#cUT7TV8t5aSMY`jGjHYXNC9L&*`wKX0gQB~H+);4^~s%F3&A zXZ{I>nv!(>&Zr`MD}U=N4$(e*&xi}LJ-&c1c^6nb%RY`-DpHq8SIFVbH=Yhy`|ifb zS#DFOtt{@^ZIa74vk^akS$}bIn@&7D|TCxGPkPw5dIKEkS19P@6*K z+lAO9aAs=(ttlA;KFlNV_87}i{5s#BeqZUo-cVz?zcKaLo++?<9(CkM@2UCgvYy?O z%U^(+p>F*?>R&h19$vq%{$#`)?rUT5Ny-0tLoJrPv~jb1Dt6~&niQQk)PnnOIcjp~ zW0Rq}+z^Jpo}ngCO|pH6cnA*YtzcOl@tAv?#zFr)Q^;EV771reABCB#OUF8#) zK7BRIP0F7eYV@puIpMnx;2MRI55CO*dP8k=#e0jUx9#AYGUFguxMZm9cO$yeRL_Es z+>O=~rF;*Ao#*v)lvuId)xyqUp%<|KChLb{-A7OfyOt|OCBc!~h3EEaL_w&-PIBF# zLtoFg-(7&t#%~VX!C?)Y!iS_osox{JsNfyx$P?)5c{^CX^drtkl^5i_U14_hW5S@> zUF2jysYbfJ6nyd$UOs=j9l8=WH>y>o!l^C3T&LxkzHYxq3;*^J3-Pp{BxIcCfKRo+%cGcn2_sQZ{*?ntg-S9B29E(%!wwW<~Tg%^J5FL{_}#G zN^Mflqj^Cs2wvjxD30f?u_3YZMO>Nx-{kJ(ZCeHLA*_12o zvU4I(d1zyJ2gj12rsiKDU2LZaUiWq9=aBfhphlTS%9)nW0Tqrnd(PI8pmK+Y*X{N+ z!Bekco2&DJ8dIY4)#Q0WO?sHs_sRc7Q2Ww)(`Sq36Sz26FeuHxB&gAUpwZ=-5(82X zf}OaIH2PIRZLKojj0MHDr8G(~v-zgJ@uP43^BHBvbd z(eMD06DQ_hjcm4-P`{rMyiOz=`3CtI~!;gpWkS0DNLpJ{g%)jA#NQ?FF-Jbsw z_r7TR5p&&ER$xtBP1Y~Oi%M>Vpu1xfAfu!)9KlYy2vQTG?X@JA-~;jg;d6Jhr5627 zn)x8JfAU^w@X$974D>VnDWvxHf!t09Au$-GO8Ue(bOP0lt66Q=m`2vCmbZWG82sBq zYL*$>uxjF2kV+Filq%f+t-cmOiG}z_%UT4f+2?*FHDiYS*>pC#bBiIhO@?FfvoSo7 zy_sp18UtPgsd0bVzf5JL0(5)P7reJR`%_4bYV}k#Yp^VIG~ll6x+O^MM@X%ab-j`K zs%^0Qgy~b#HB5^jwcBZ{_e_0Y2Wsa=iBezwMg1dS^_i8I{4{{pp!nKDXD9ULTwGuE zesfrp6OvhZb1|g0p*mV#eMTJur)cy_pBXRO-XAUJYw7O>sga+Utj;?TJU^X^&ww=< z<-+i2{Ox-!#BYm4L{YtWUTm3%9ES^OZr({3Lh*4&EaD?}f{A{S<=Sj6Wa%0u@_H>h zoM4wreyA*rzJ$DdE4AVv6u}P8^cO0NAT_11UM2pQrf`{S+e)c?Kh&5$knb8~1EXtG z%?36thSW5ORR;{;8-SR+f&Pg8S>(RVgq||+3t|f^al1YHjv!BJRDJ&bBxq;f{(Soi zG5)iV+HI}9mE$Rr4hI-1dap$Fj*%o01Ueg;%;gv%#RWQHJ9P(_%m&i{`-BYLxi!hFqM@>-ROX{u8e-jkk>P~^0}PzGO6_b*wCMQtcZ1X-2B??oytoW^ zPY3t8D1QF-eVFmr3@pSy@)1=RA|5a23>E1TE1GM4(DTDPIaXMlg*>6;Us_fkKVrb3-q!Zi9xF1HLDf?&2_N{9{D$>j{FK(1DsiB;ZWqcD# z!>Lst-LFSMnfDrAHQoj$FJgJNq+v8^8T{gMCJoSDw}`qycu6=wp%E5emIYjMgyu5( zQZzNtM}LQ#AM$BhO<$L=F3QK>4N`Ly7C$%G>!pZ`(28>;-8CA8I!!x}pq2%CW*s7wD1W5jYc`fKDchYI#2m2bt-@ zw%K_|jZT4|h<7&|g!@`)>jl~gQ-HkUe)iR6>;U7po&FLX~?{pvY% z_7WED7262+AO{TVMhK@b)dfz~ltAsC8?jXBwP;XCv7)P397bR6F^{fY45`KNR4;o@ zQVWztHDgCPy?=T>_;*8UK)xa>lJY#f9N~3lnEUvxeJvcP7UJ*eAnNY9GM&CH1hh{~ zauoE&plaIzZg)o?SpTGGXTfTB6rIq1F2}?bR+e9=lO9h*aBo7Sgdzf_3bTutbgrSG zWz3hZQgg$}6oL?CBRRVLLh!Y2_+4-%)-&=6>p%}QV|6t{svw{0-m7rgSv2C;G1?MN z4Mj0L`U+uv1pi%=StYL4agLLNe`(9+2% zEblXa-NL7N=<=0FI6UW(VPYo?{LlU3?s4YB?U|P2RfXTC+xp|{{&GqGvHBgRPDLm> z2+!lLWiRT#NnWK<6ZAG9uH>QGa-tt?t*Z*vHc*GP`y|^;)-3do1psFu{;^xKpNWfY zqujvgl-FAyjv%x-c36V#fel2lyjEe@W`V*UJ1y&Lw1k6VyrK+iL($W5;p`4WZ|ECv zz1?Mzh{A{_oHV&vKql_E&0N+5;e6FC!;^y7!TRj|^1#zoXyb}Nw)ibY@FDPHro)RN zbcDAS~Sc1|w?XkPlP4_LhfsnLgw&J;79fxM7#gSIy|NKpF; zG>vG1bX#E(nSm-AWsW0uKcWU^KDqByLmW^z$+;I=1!o{gjGZCrkS`Kq*pyiqM+yVC zW}NqlbrF!+9d+wVA&^nwF~#JXjSR%wrEA*bfx>3*fkC&$klK!?631HPLtv+rvHNyH zB9d{;j#SQMhOu=o$4FKU0{R}S1^-|zx%U931Zw=a3o@oGa`W0qd|ZQvMvx5r(} zYthgDXo>$bC1v|{IPJ0r#B$bK=V^~E`aVDIh5xM<5=wh@Flp5~UIWG`d<`in-A*Y; z9Ir}Qxlw!(q;^x*`1Y;RjJNNO2&p}W~{q$^2;=jGVf2_|Rm(^q^ zrf&sWgYvCv+5Fcpe|r9~bQ0XuOb~%($2(Q@G-Q!eD}&gA&Qk8bOm5>y5)u-5qL zWVuY(UoIb3LwcJ{--<)I$g%Oe68F%$vxK56oKCQvH0aJ6&EaqPSU7Ji#6Pn50MEW$ zVb2b{mo}e}$>8~ANNvXW_Q0)v5x8y9>VI2U2Q}+?aFqlp0gW+3^O3QjMg28TkvvJ@ z;4vucUJ=14aB9)d|Jc*7r6ou$Nb}R$jX?jV)J%UpMv`P4GA;AdYd;uP4Js}?w5a|D zb_PCe9Nh<5r60)eO8y*D8{fG-WxvdBIC+|jV$1!-zYqH{A4`xL718eFt>}^&9oP8m zJp$EFAhlFc`U-!2MxbV=^gEoh=YKthe@Zp}!y9qL9gm`>j{?2^&Lh#EZ=f}=9GbcID8s8KSF6b-$`>8q zfBc{&NbScO`D-mNL27@keEjO(EJ13&R)gPbeIilY7wDoN^8b8b0T-gfWuwl<^|$asZhXB=@cbg(0oAI&`x! zULemOYq+%`4BcT$pF5Dm4t&io)_q(zPH67j%VPX86(U@mc2{ZNLo{oUs*O<|Y&KEk z$dvCx<$lq6S8s0zP6nQ3WT(dn?6O%|=h~BD_$?0R+n$LEloLUMGAgZ zVwQ&BqCvKW@ogOleyn3=pgjnyELLuNkQ3dnP2QH~29a_tmYpo; z5mF2~AfaFbHZ@(f{8^{b$eumh50^WFRk&kpnr{Rmtltn(^1=%WBD}pMWg}3#0p-rL zN84b>`1RJ}ylKMS21O&jku-QuS#&e%Oc{z$3NndH%7rXisb{$%eaKNxlaU~}0|+f9 z?=-1D5}G3RJ@Po60wkpx3MP}8XkEhr%3CZ4z>%$0xT%a4c^(Vq_J1{wjpu*uBvj8S z%x3$h+kq|^)3RL1FWqnihwpzVDQ~ZXT{}Aq`|=35a*%acA>I|&9iq0}bK@9ZR%O|$ zDr}99@L9d{A=-y4Zx%e8`?3>H*H}GrTtR}>_wP%4E;j_1$9D+a9t;LW<`<$`mW^Qk z>MX=<*Mp17CWJbpMi}0%^*Xi;!1OL(RJ&;pblsvMlG}O++E&YoJhDxNR9n(llV|$S zDmBqF4CSApc$H*;#&d1B*i2%scJd==KNfeX-TgHm3w+u_{5~J&I9o@}!rbAUcfv@) z4KJiNnuur^?P0IWqe%t{Gql$)RCa2;E4L zyFEo~bn6tM(k`*|YE2qYMsYTa-OE9qT#q(gB02~ASc!{>L2l2YQGJu zwr~oIMpB;P7rls!XgBs>ZajfGc&~mExNeAV?XTYa@`(ucYO_1@UNZ<67R@F(3drledOGnl*ZXfb|ygd&h#% zV?I5D#2{BFqA#Z%J79%Wcw6I?V?E)W|Krp?LOiO!PhZJ>!w+^-wAIuck3o8&|A)Oh zkH>1=8wMU3QX(>CN`@3FgbMfdTgXsmA}KP@8B3Ckg-97QW=e<*B_T4DnPeU!ghFJV z8t{70-kp8keLv^z?P;Iq?0sJTxz@7g-|xECy4U@=?&}-BWyf_cprCdkU~`&6X>gYp1T3nUtskcY0rWb zfz5q6r~pNDm%M5wk^t7zd=4e)dlAb*{@tGZ8H~GQa^9?fTY|&pr>(EeH4BGSQ z9_46a3%g1hZ(rYo_0nUTyqM-e^W(#|PXZCZe2!L_G<9vPj4E^AifCg{7Q7Xf9ncN( ziM+ls`;NoP(;|^F$|>L-P&tyDt_BP4nZ|CZ(?)Gs8uC`cLxuL^~iopqAX%1t0s$~Xv)2a_zH_Yt9* z6B{NQgp0sEQSsyb6KyE5^I*^;w<_Rqv%29Kwuor;7bqV!3xh-D(_z;w1c(yLQ{+5Z z0BjmM$!`qGQEZ5QC+EeZpls>1@4y>gl#$@27vMUL>1JJX@*mtSA)#(%tdg97(FQdS zjCAQ?W~S$TCB5u0rP6we!-MkJ@g1Am4^jqWJDzUyOpP5^E<5p(%PFc z2kuXTmkOJpp|m++_p4AiC#+(AC;9GC5tQBaAO9vM2L1%0mk z7k$YW;A><$QLDyj_>`SqVB1*^E;p`q@-45Tfx9*eEZkIB*Xz+8H=a2HH_yz{QxX!a z%ay+N==<+8YQZjHmw68-fbLn2qg=5mNYh)!C*oN&gmrhR7qE!VkY_ijW%7e{xR zDQhmW>W{B!X-|Riv-DSJO7jup)ag^IIkJ!z@ycn>;0`41W;9oHumgG?TwB<=IE^Zg z4K!RP9s-+5nnIy$8la{rn{6+W1(`3y+?sZ@sP!$eg2wwbMlHC&;xqkQRNc1EBv3*J z6jt~gHrdJ`v2peXn+88%(|QTFa5y#z3&$6+p6&Ork;Z4wQ@M;WhmIbCx3_FCA6=!b zuL@+bN~QB>V`4916YLBr4gJTl)>ZlJy2l;Q`!qzw}Ri2~IK72(f(v{V^ z9+N;f6@ER*lnn;#0!*?lsz74e$Z^>a7PQ1_Nn_jD4=rl8gp$=`hy@FbKXKI*lr9=P z@_(g@%z0kU=voY8!B4X1%ic0e-2J%E<@`_zrsobXB5s&s%HBbSoA_)obRj{5RphE^rXv`rYz&T;J$fUPaYv40#EQhN@aUWT*RV}gCT;%0IR!~F5 z@MalutJC&Ty%r9`W?~t+ofF-o3^fpWDlVg_;Z7Q^RZ3kV!frqTA8evlT z#;42%GQh~onMmk%VBQkVDkoRm;d&{1W{5c%CVz_PL}ADG8MTI>d(Wh|WdTnSN%QD* zE_#EzX4pWO47YJb9Lf)(k=PhjnnC0}=zpJlsDR)(vMnB_7fi{4>21z=1ceo7NlnZ0 z+Mo(tnWpyL;lYkN+f|?U?tcq|)_f6<$3G)ty)s#kC*yG9(4^vrSr#zg@O3=SToq>T zb-&g-%!WcP&60DJ^}?RpACRWkC~CMGkmPmR6v8#X*ogY5B9SkfcKFZ_VrMUCH=nvk zD?xH+mgQb{Di*GnGSS{|hHc&_J_Sy;Snf4a`dwmjm{<%U;pKdLEL_mL#gJ4Q8=Uif z;8N>=MQ5aVz7rM3=1=#lb+A%n*@5&iY#T7U zV>cgiO5BEC|i#4Z^dFg&U26kWU%y(oul~V3ShsJil19cE3szzx6T|I$pTHQ4%gh;#CLu#I>ct z@N7Nh>8%XNQR-Mu^*|#`$KHF96Z8R@h-=dGaJ_-GhvDu}a|&oOaCn&^qyUXpt|bTAqQoPVR}hz_#*sbF1b|-m7T{@oHP0`U1t})o-0%mdrzX+ z{M)Hmgsnt>nU6VkM>08mh};I--qAKC^H3J^W18V-^|r>U5?Z%3`T=%IjqI_?SvxE# zbIa804F}hlFEhb?gp}Cly+^lnQuTq=E@SE1D>T?{+t^!Nb%h|Lb(PWf$_!9z-gBD` z^#!$iJTk4FQxGYta7SL-08+xE-#1()zywz2^0!BwXkVyocoQjlTNX0&%uZ<8aH^&NMeLvgQp2G~gsy~St$YRoR znjg;eT4HJZg`pKsaM(i`>L3qeYs^XihHzUCKBHz(b)?Q_HxcF)T4gf7E91M2T9^6j zeeMzykQ&b%w8ump8m`;kqwIMKQdHKYWcCY)$aj`ZL75)gdqjrr;8S;a#n3E2XuJvI zeY*YW2eI!nY7FO-ZA3)ffci}H1-IiqNMb-Cwx8D(Ziz>@2lF|gGeS8?2MYw+Btn|m zv*{?~t!m5r>)vo!%TzXwAD>anf6w(;FXj$BoO&45z@LZgT72U+=sbY>b_3%iF?>c1 zRX!u);fjI4#K)&wYg5pT=xC9yAQ4d5@$!XPD?2)s9i(+Hu^HR2!fi&MwNaw_(zs}p z(|yc1{p6LC@>ZB}=b3F&C01BNhK6#Sg)A1iMo2yHFv5}&A8W|X31Rxtl2#rD7Fh9= z+KNBr{-0*lzFx4&>rb#0y77Z>vZGNA87{sDn9hRP^9*zStBZ5?r(jDxt%|E?tYg zzr_PWLZieNUCGwYGNF2iPg)9qE?N&vBC~|lSz1=6`LSt zzb~qX$Nb>_#{GwEty0h;$%Ov9weJ#~?ZQ)6! z{>!1maL4Krd0iwKVwXvg+Ry6?7fA#*Jo_&gHTLwwA{E^ASX5+i@`J6PFdL(N2U&#D zu`BfR9b=dcc4|rI)7;ECEGEUXXcO6Stm<`MGh>k+w((5J`U8MUZ|*t+HX0!S&)R)S0w5VE-Y3S%Uwd<(zT0a1DKl&-$?w@DWUdv|brcWM(#O~cy({meG z4QO=a-p?~?QG4$S$ac7a4JVFQm@*r!5?$0G92Nk{YUm7dH_+CBi z*d;oG-E=?X@~A%+Q!;v$Stn?K@g6Q|aa7dD6ci6WY}vi`{N6tHtpA|~_QXppoKcn& ztFA-}mbY{;4ZTZkP4E5(7_}4f+nd`du+;+&d(w)X!1GGCf8a?1EWi2D9Fx(HGipH( zm{&d->A}(Y{P+ASe*#9$SZYE!y#T9y;7A*EVgM5|QnP0syM;YU^mceqqK2J|c^KH< zrixWR@Fd%kx*v<7aMCflrGgR4n7lIPXT>g+Rb1>@W7L!r+jzcy`qwjRfrqb+G5Zs( zeg98&Jm>t{_mRqz+VFNBa>XVk73+U8_46xuS;S=-N^<75oECXfiS4+>wTAFoPkc}2&x9c6@;!?t%EnOniEc@3pYWuAvAV`=-i z9eryTA&rvCq}rAoJ9kdsXhYLD{3kJL+y0SJGqSm8y$-3ZLu&u{adK2nj!b0F{Mi2Kx9_1zyK{n3!xmqTerm%e6!&F3_>lLIx# zQlbZAJyQT#MX7YM10N7z^>wDzqo{=|JMU6#0dDY~W$zSZLe=SB3$c{~q{{XDDw{kr z3~4;x&bo8+chCRN6@C1(`M`X_%zWlJ_{i{@?|gXsyVvtaLuwh@ZWu85OpAFfaT-st^zkNyo%`&Rz*{j5W3|2#JToh9p#+J7f% z|GC?&Lu!BS+^$1vKbN0%NbTq1_h;LB9a8&aGqMh;{ju>}-`ih10{=Lu(cd~7eS_52 zI~%Q!Z1mTz+JF7CcX%qj-J^gF#!IW!*_j27i`sIC58M;9UMf=T#}m}%m~D4kMl8b5OE172sN9~IP$n$A6xdDje`yK=U>H3ol+ z$M4hp|2+Srg4*j|`E9F9QQ*C8F}{4)(y#UH+erD}%HIx8h_#I^_8kKoem~}?geOsi ztvW{CE&;92zEY^&KnQy?K(O>&9`@F$$Iz!)pqv`Sd?fD#a9(j6tMJDc)JmeCZq8`-{}ze=dg|=P$AWxT zTJTOeVIk}8_eU(&IRE8_*s=y3k`YHnhl^3&>cr#6wHXjOnXkK5>idFPM^W(^(jk4| zt?^(tp6w$cI`afMI!ipLGAD|6K|-4D@^EJOZqbG zi?aM~>DK990PVVxuum>F=*<4i0B?13*uZ`KYvf%Y^oWxF%696jaQOU-S>-Z(LCt;l zWL?GShfr=qY?XBR73v@u8Wx*>3J={Y-`I^zqH%*-pA}b1;L%vx*gfzLXPizyDf%J{ z*p;5@udWGdUkNTr3d@K}VSN!^3odf; zTT5}P=#;s=%B~p}5SC)nQ<9vFIluDAmRb{cO!aXkRbSo+c0TuraeR;!m%noH-e5l#+!5(TT3C&vAgAwJPq1@LxK44JHAh-Q|0;+MMuqfKj3R_;E zeoq`Tk2{}XE|qZN0ldC&Iw8%s28B=W@VLiR02_$>RBOj3&@kei`tXDh(nDk{FqLlH zW^T_LhT3UxqCS#}@oPRx-g#|>W>5qw)0A?H2M3*;$ZAyc17(loA2 z+!o)cL1y3cU`6?f-6b{z)dbl}@u;~2c_W#o$yCDJ{jW+F^hxS^W=zr zZO`92eSIr`%g4-_j^(V?z0j|~P%vUIjE>elCF*wMfDPRfRb8U2h~?^!32L6Vr}prz zii1M`e%+RCJ@i~pA>KsbAei}`HQ}c=MXyEdBwycqi9Q76j`&YR<9<|7E3`SyEEQV{ z4Iag9dLo|iPVwcbFq&}aJ?B1g_a64AyMM99GVc1?$p&*QhesWssp8e&-!k#blzx3x zMc|9o;uasi%n%<+bc^LQnfKEvq-#V==|DY-JJnmxNcrm(B4{_x$+T+OaOE{cHsPT-&b;YCo5c zf9!0u_3wh(dQYSEo<=`cuhzHz*$C{k{Y;X0%^fJ8eQvf5_Ckw~vaVXEUId$Z6Mr07 zqN&>?xvH#}VL6HR*;GUbQqP{#GKuj9<*_GcHg66^k9_K>Mjms4HH8bAp0daGhtXXqI*o6r?OYI)Omva#N=SbKDf@mQ^Kc1X%p-lg>9g?OXYeIrOu3 zZ-0E(1In&xvjs9-L&sAzXY9^6f+`DTjL0){bT=bbEAW*IxT1mam!V-u*F#^9@}W0K z>_5#MAsmL}Pu?6;pWF?Vl=ZI|>p$U?S^`2e-=;vt^wP#~<1(~J`uuZda1Nw-H*)uR z4LV7h&6wVUfx9`2pj%HAo zTvzWrHa0IU?EZjPf{anwOk?2|_QLgWzQeKt#t|VINaAXUg;`rW`E}v2#v^VHBDdYK zIu6m`kmm&#Vv%GUerw>a~S3p_L7Crm(*+y3rk&^Wv=czQ2ve$E7;O#eKnQxS=ns z=Qc`Mru#CxdoSG7=We5t`GkAcZY^N3X8T-7_sGF~%MtmgbZbgo9xUDAt|zG&M!w?@ zg!{*NL1oK1W~Zx5I1{r9!p&7F(5Z8HHmK+kiX6ZCK9Ex!GWs5yImU6IA;pJ^-KXX- zCI1^zUs!o1aDE3E;`nZ3&Z@GvYM-CLR#fQ(h98sX?zo_B#lcb zTs@81&UqfEs&~dd%+idq5s6_MInvq#bCQ_RNngzj5nAl3ZsE%+=NYKDDw_LoDiow0 zcctv!+YaYXW|%*ev4!cPp;_7Z7P!E7;L@=;3?g>jkUy*a9uB*cZsJ@$2HM+b_K!rR z13~G>5+~asBzU5l-ux>8_L%)@!YeR?!(mRGCIw&Mt0pT!a{2cSwatOT`*-JfLkO$- zmIsnI(H*O2_4(fJkSOi&j_$AnlCPhBz*ut?1pB%Ms6giTP@#TR0oSkvO&X-92pmTUlNHGX{ONYB%{D>ab?`glR zCDnWd87HGwC6)qmeH`K~DJSs8Eo58$#?Qxd(xh1^o?q3%cio?Vm zPEA^5>tNkIO5DzY4%jyPU8<};Dpc*`K^cN(zI;#(`pC(vJBvuJj+e!_kzn0P zrtf68TEm=*m)B`TjCrfdId9qXeM4?z;8X8`m&Zdv4{4MA9QS?GMuHLzB98$GsW zsMXlnE?r^20R)#EKdA*LAyXzlLoT{7SnAEU6V^{clP`&CO3xpJOz9_v3nfIzy?5~K z3;rUwVMkbGr_zSzL&l&z_3YJ<9+HZq#aJKRVW$_2OsL?Q&wgmud;H*1BRloy{hlDO!5|_NvQlH=|m0e zdrR_U;>sY(m&z2XtZRjh*M@f9uOou6xdI&a1OxlcS4gEJK2-P-v_o-o9q25tIcTOkkhHhP@h|4S(X0ct=pQr8ng+wsh?EfuJq}Ogwgv zgY$M9OnqjhWgCkeHa%RrtEbEZJ0_pVEug4|?Ki1AcrEuP_R4c4_1GpAY|MmNr8`Ih zGYB2_q0@+YH;+1x=?yA-1^@8(4YgiVj|qLQ1bDW^THozv3cAYCwyK^P4XIP{g12h}5$b&WTI*I6 zSRVg)Y>7P=QJzY$_g%Z+@40>xCzqLzs_%#0322f9P1S2-$|Q`4*JZkRvuFntKBQ6z z`ZA67nKo|xL@)%tt19jO88q;|_}0#-m$H!C8b0;-5-kdG?|&*h)Cv{NXG5~+-XiOE z4NE(F9SGc9yqe-IgS0K)>~HA)fMuA~PKfcdNo)`m(H4Gj4^!ygDXGk4jMY_cG{!F5 zV0Q{%zgx^-GrLBTrRt(CVMbDdL&2@bv6os$Ne?sAJ_ zD`a7wQ9^ocq3^Hq6&^p>0bhJaKk9&X)Ta z_25W1uxYIsUC*{`eaaGr+^$vzrbZ-z6^%ypyZKVYazVDS#v=#9ot#_E=_(KbowC)4 znG#rYQ;nXtWkVI)t&n-h04Ph8G25>hYMC?it+H!|n&Q}oGOIO1je2aytg5971Z@|( zZtTl~wl_KES$Flr;rHfgJvC#fMR&aNk*g^fGd0*`; zHoo4f)0u+hi7{EZd7EO{`v;|*MQpJH+tiJ9*4hVSC{ydq=?mCx4&I0AEi#y+(t#N< zaVPA?`;U92PvIMC?N>J??%cqNB?w9Ti_nwR>lA%Db#QRxJG}@_j zWU0mN9%w$>o0~jShWNINmZ;s!fvT3rJFYybK+QQ}>gByEFn5JflFDtZ=N!81n||Oe zWEcA8Kb`!HJbaR0Q$HF9w@>+FIuk5#O58%AK~EKI45qp1_OYQGEpB8=&wGLQA{R^Y z)lrllAKW#qYzl`jjV>)+RYhz`d<=TK2C*@1-j2l=v=Vi^rjp)ishHggV~s_x8D{IQ z-OG8-7Mm5wGMQg9AMNThyPDSwwTM@wYUOK&+G+pZg_M^L*z~7T&3$Wz8qsZWT)_rv z?BM=`E zduRpiuU<~Jtr=?a5egai)(o`(dV<%VoEqV)RQopV?9HIHS!7{*2qQM$b3Z6=rzZ^E zJ#yJ?%}~pl>5*?u`o5v&x^qH|ry&viL({CcQl=y45u1nG&7*;?SY>MR{JWYv$PfC~tDw z6>Ds2l%k^~Nft{u7w)+bV~x#m9H;P$25fwX#iDPlcG&FWea7KJNI9fnx6NS&;)y?m-wyJH%V$@z)%&Jk&^dE9L(c%B zt;*?)TnR9y=c_KkZpOevGGDP4Km&$hQkqjzrUUwl_3S`$OgEZuJOiPsB>?+PF(R3{+ml zy_sJ#)coI-_Dn}cKuN4jLLv6<>-L&2G6Iix;L|(IIsA(8R-0`D+0fkw`V@1BR zsHwz#aUYu`D0WPEX)9BqrdZjK`N zet5Ns;0?Z^_BA&^l2wEVn|#=nk+e4ho{J9b0EOH<&S(adPHx^1aP@P2(_VZ-?HUD5bxhJ7xSTE=xJCH;hT5f;j&^nK7})w; zZ>L2azM*z$(7R6iZZo#ksd4&C=0=G!)h~0e9PeXSr*J)wj#*({hx#?DtE@0y{hQ`B z7i2MphIZPX9wUspvbeBgQ3x}wwWi){Xn_T|PhA|`^7DpT`X1AuV6r#x()wffxd2IE z%D>-8zBdOL+r80qp(&Kw93rh!NQZ3<#(BAsd4R<9lUUI;Lrp7p-b~T;`-Yl{-PLja zbN1k$yt3iqMi-R4NrQN$-VQchW_#XIWrB#T1RSH6{2-Lz`68Kp3Nj@9lx}js5v=)X z6`51NZ>aT~TP|sA3#m&;#Uraw#=WyGPEVmR;?Lob)E~p zgk^eIc`f@+B5Qu^iRnjHQavLq=Cu^_d$pf8)U0Os20IO3LQ)Oc)edg~D4PkX_pVC^ zu8q`Hi#8+3p*AY8{w5tZj0-inJnIf&TNe8L_mE?EMECpE`uw<|mP|^ez4N^Vq;cJU zc;d~^8)`1`JBQ4Bd|->ov12^;`G_{d@Ya#>gYeSat2_Ar!BC5diyQT;Eyw(+%wP6A zo5BKaKYXCxmx8rlqv+9lZHZO1?;}QMQkudi$*`snod(%0-#644z2$e*!5JVe4Zh$R^shJ6#4LDk1`Y~< z&OsW=N7g@Xs1>fpoV@)u7CRCZKs0~Q0K2EIRuHyksOg?D7V=&*)a>#O?cbE9f!VRD zHakjkV#Du*Z#f6+VB;i>M$7O2^@iH&1rBTaW(thau=zx5krM=J44aOfBEUK~#q_%x z|IZt0^B*XT?*>@_g-I=RJn}|Fk9Cc5a?gX{v`#NSRSMb_#KhibD*(&OJkqis3DIbQ z(U-vrb7+yJ49!cvfTF!>*>)VALSp+>(r-7k;|jOvy{C^Uz=(M+NYcv;U?vvHT^=L1 zu=BEeigCqiSgPkK|A7`&Eb%3cW@pNNOmmZYAX+oj<_vCN%LiDooY#^Jro5V10&$2F z%j&=0Q0saXd{RA(2X@hAZTHBTyOrz4Yi$aIg)?vT3Pd3aT^ftuFPJF@mY-vbPQ@9ZS~`y>wsE9zqlPa?O!W=!Uu~%E z3%hpW`~i0?ac(~@zD*L-2!23e@lgt!Nh6?LWM{|zXhTgp?dyu#L>lbAZ|}rV!1`T7 zO?5a)F=owByOkwXe&m7~nCwce_#E{S7>LKN?Ck!}Gt^pyB1G>B*<+IIz@fYL`RVtD z+7f!sEy^j2Wp?CISrh%w8*0RMnNqH32@HdY5{FHvbjWE01bX*j2PALk4@Vq4DGvg0}KT~OKU zRC*PV(W^?{w9Nu#hL3sVdTN3Y;nEPU@di33nMs)VmJYlLUx_X}AH_YZ{vv3${TM{v zP;Gc8p^lbtqkWZXQ^+>N{^}jxH#qrSotrFQMq|Q~G^@saPcUu+lw5!M1U5e+bC;9+ z&u6G*rpyhBao*eQ?9K@*iFZ_xP+l zPoAAdY=hi~@0h*EsS~7LbSY*7@zZx^<@0IKtyjj=3tuI`MQ`xfD%lxS|HSgl^;T9m zt0j5~aS0)#*%Y`NH-~r$4lU~sHsVNFZ@Q1i@d3@~YZbv9Ikax5u{E8kNd|*m*ZIuV znSRMfzuqtT_*VWyKK`+%5yjsPHAVHa7i`xBwRJ)5A8N|_w?-Jo4}tH)Jklk z6_!k7!IkIfq0iFBsPOi~eh+PVc&Sgo?aknf!XL=+z7>f?t3##JEWHPD8L3|q*VeDg=Y`y-t{_GPPtgM|FmBKYqX)O`0odo3dG0y#yuUw^f} zjT$akGHtx(3u60xZay%{M+!S%PrQBAgX%v&X+FvL2zT{S<>9(=XK1@c_PVlsT~O1f zu^c??z7bMO*(=GSwxHde!Aw#^Y;Yxoq3RkDJ+hLYtG=4Q5$eZ=K8kPIiuTFYe)Zs@ zgA>U&wcS6lp>7A?&p9IPD7EM5;@*y8+~hvRE_XZzUObxn{=!2iIqz z+_O!1?ZZPoCq>|PD10Hd^%5paK>1-7WZmNwurDW#ymB8Q-ugug=DJqdPoP3f`sfIq z?VtWfET*`z2^*?|(pU0=gzT4)0JFZeZrb$H%x&8k(j-sTt7XA~?-=u>j#Fat`OIv%&;t zh>k5kIbJ^gYWJ%j71U^k^_FqZrQwvU)u7rk4}He8kL4B24$<*$G2H-DT0~Osl!!r?(CMqGY%{Lu90?L+e-36x>Z`U`G$8wX zo8Qzv6M+djbLUS7xc>6_xKpyk8bo>)`s1k<(&!q#dp&nJ4(?UyP={R|YF=Mo>!7U; z)*$S~nsA5A!kcqK5f$kVS1yYxfwq5C1ZS@eI+`JMtZhagKAbH& zdtmlF>Sx=tSafzTu#YfYQ%xmA=JmTa&^fih%f?N*&7za2%w$+;z^@;&i9hfhDW-zX zLtZq+G_;Vfb}QNK`8!zAC%BtgP_CQw)_c(A}7LC<@lwDkVR=pF+w- zIuDiK$$@qjt9=Ex4m$EG@utWg2G9>|yd1?dg}Xr{&A6$p1m0IO9Srv9LUx_yk_NUl zu;VC4BhRKUDD=JGb%*Q~^ntFfWx1>x*L$^ll9THhbi29Fe9o&zk;mK%FByx1dO*~m z%hH~|d_I0uP&>tNNzamRA1IF8Y9!_pL^Q6ERbFA+p9Dnn;v}Wh8}#74hM>?&74l8r{_gUsAI`ri|DnjEJD~dF{n?$-si?>A?p2P| z?ciX*yIbZQ{^zSddwu_-1vPWQ9^ar{R1o#ymhuG+3dBDbdU)-}0;rcZRVPCeheof( z)f2W+!;mrCfcy~wRCFj#?_k9vWZ)~pBuMOtDN0mpkAuf*f{E=!*drFRD#N*2eR5&p=n{}3B3-vVN%pFFQt z*ZY@$ANDUjI%vkg;?OX@vT zVISC;GFpLd>h)DUAdJO9#!KxfoF4E^UCB;!wfxK9pZ?$C|84M`Z{SqNt&#A0n z8A)*%>fGQS_(>J@^)_vYppb=wO3b^c8A|87A|Xxqyd0!9bmWv1xP7832j2Z*dbwTZqjpzE_{@M}1>uU5jL2bRO(b@G;jsDsd`>%iY z1>B0ZMjhmwgUL=H18{hA|Z%ByerzuE^O;v9^0I`#rh=5fV@70o7 zoZ0`bkUV&qSOx_6nW5a!w!XKc44&P7X?|c%)t|tuIbdTkBq)L6)Ph+gLV|)Kd z9|-1Y#O{pVMy!PuZTD*XP_RI`{W4iLPS4fVnchJe7SA)&O`7N-Db1sgd}3M=ZU`5l z6z~-9s{zhfz59;KIgnR0UmvZx=D_^P|4!&Lgx|Um2)Bn0mXlKcxS!U6nw3(#5gAK^eSaIkbNJ7N!+of2&9-)=XS+_+jFW}x(HY=p+>H@R;VA08s|9O5I z6zUpD$am28$148`=&15K~^{2ER&25Z1id zEf$c9=cloJN~>J9F@?=DkyYeG|9O7elfcvq&*h?EXZkYEE_LzO`ulC1{BPyo)3Jdx zNIFr8{}?2ntTUv%qKPIGDYb`nF)+JRI2-&0hhFTxitg&jf^mn*<%PY*$il38r@)aD zz;>$ExcNA~pLSTi;3<9JRnQzUZ?;=WK$*m0OkXDh;c{uJGU3DvG;)JgKkLabDs1oS z8Mv5-qffS2X4>HiXT}COK2`-HAmyz-n6rvnMhoK=StjxBSAR7>jkrmUVtVEQG_7Xb z>X#(_wS9bZh`yD-<%2i7NSC~9%~$dGkaF>f4Vo%36_fBj1IvjX`TZIi$V6&>P)*?s zjKo~!={x0y_+>s(p4(&&qx0K`$6Kx-`y5L0qKO%lTfnHzuuzXH9Ig47C=&$*o9&e2 z6Z4R3-S{HiBRHXIPR&D@}G!+n(Q0TB~y~W>!(p%${jsS(*~*32_Htb zhka}Rf4`vkb30k04>balGp%g8V?5;AZH|{uYXXhoy~0TkV)54h`-XqeMC@Mw*VC(- zP@%9tZOo?>jp^nWEhNN)yWI_@<|oU)whw0Pm&1K4e>=FO2tMW86}kZH?M6xAY-e3wWAS=P7i?7Zv9uEFX#W0x9`ffyCZ$blW|L*(!n_ z%B42j@&!!e^3HQ=>JUAIcZ>8@*Qj106H0xHubEFl`anfujNK#>&|USsY`+a!_)g{U z>AlCr)`;)+r_O@lX01AxbHyk%LBxrjP6V7nk_S7x*in^F$EUaD`?1#-hc*v}ox}cW ze%c20G|9IbUU1fZ(l9!IZPd(P{;=Pbzs_#hzQ34xH~hD0tG5C3@kX!^SC ztI8R$8f~QVrl>&`fnJ-1vy?zCQlM1QD&t#x{~k}3GfWcO3XEX{3DB)_k`cRC8am8Tk8dgu#p^lp5(PUVRN z1(qz$&@=)+2teIwcordbjXd)Ai^8=gh23M}7O~`Ip@?p)+ z5*SE!vR;r{BhUeP% z72K~y;f$77$t9)0ardMsr58Wm^`;7RxisXpgIB;!*9{DT-}TcjL?_wLw5CF1TX4zT zQNth4$8Vwf+my*mog$_lO(+nDH!RsKdZ1M_9l{qE>Za-7s0?Lf9X`U9eN}t%ZJyl&D5IzEf-QD90$aY=j8fi@Pvy|Q8FJ~EFZ&l65Oc{~FS@1DU< zU#vwwkB?eGXaQVambWHVoy7Cg#FPq1EqA2D?l*@ulhX^(fF@D>(XWT0TI~^|%C_Bj z*Zc4G(;h6y(99k*gotSgt!FdEc<1-Cep(nwZ0_;}Ysk3N(r*=b5e4cpbsKl;L%~vL zYtZ8}NScquez4~>6cA0;HJ-hUJY(a>A`ETdcB-=MjeUNow*4|k2{$q1pG_ChSMSFi zGb~ff+8zuH&v#F2j%OqApxJF~77s(y)y>xP_o$AmbM+ytalQ;|V@ zml5tbWPN>9M}c>}GWW!axEKc^_jbARs_@;PuJ6Cq%zw?4mNNsEvi7`<=6!YkvHmRH z_5A**8DoJ4&NXM@xMB234X<;^@z(Y`FWw)AtdpjZ^93>}sjIZLFY6#!hs??ixN0HN zwz9HKsv1y9$HnG*%N);7V==gNhJN`xIG7uzDm(~5dw2A@H z1BXR*%vb6X@bbaf*_37c{3-069y{Qv=Z&}g_t*cgp0C_PJivU!0XQa&ZK<-pd8pr> z8{f*`&cfZkIwoXJ5|Yd4bQ*Y6P_MYr7WQaC;1AjzXL_9<4YrH;R2h(zD0z7_$ z8V1CZq;5$9om$unFL5oreB;FBlvO_H!lpdBIb?JNm6K~tEU%5O_^Q)*;SFyz5^y|z zX*Qw?@z;b?6qqF7crEiPjvm$m$xA1FD^8f9X54W>@dFE}yE%*wd4~yOHtSItcrK+pUo2aS zGGq2PA@{XWJ!)oR^1>&7jn}v5#<%jfv!Fh(;p_ZO4ydf?e_vnBkCY$EF#E^tfoOB) z1jkrTWM8l?C#7#Yl-#{}!~fV`)O$x-t9i}yP1R8(yhyKrmyc!3ryp|PNx@UQ4*#bT zhA2Rp@iX_WQ^2Y7erbnqAl~}9dA=Oy7nLCA>D%ZDQUko@zn$qXQxkeqSUy2Da1ZUO zjQaZPsF=TB=?CW1zqXu;oOgz(9+JI|Pe^_~f1T2%M$E_IE0k%8E8Rms>Zb)q2Sv;I zaf4T$#tYq00d&FOMg;O+1Cq1C^i?_hiFF*NlI6U?YO|Hu1j zmCKbk9R>+Nf=eWCvF|gUpXR39im_DffgKdh&tyxb@Z$HQe%d`syW2&1d~l>RC4l8R z{{DWSkN=Q)?APn~R{qn=irgBpt%7eJH7-5U^GPN~yI;(0E`3W5OCMw&$Wig2mDP4S z?`8@Ru9&jo%x1yM$3NZiKUu)BTg_-Oiwc~|)4R?dXZ-2?{gcD|+y1@or~TVP|F;AG z(SBOU|6=dGeUcXw^{nWFnzFX~* z3J4R(VI`D9EBF1n@0-8+X}_9$)q7t;3bW}*fQsdw*MuKoK@)%mO2*MGJ0{^qCsbBg>v)o9bN{ItLGjQ-9u z`sW(e-&g4zPHk0ihrHKA`E`?a=jrqVu!caOyd6qD{XMFlrMjp^MfBihjSBFxI z-FthERzRB7*-sH@0M&=3SQgyf2||qfHjvrQ5HzAazP`AU1Lu}~PVx8OK$UuRueB;9 z!JaWdFQJ1M8GgIg5#%zDH*w}%_UILoMh`1Z6t;!pxWs{XHW%dZ*VV68w%biHYrQPL zUHl=ua3j?6^%-B>Sodttr)f3Z7@KTF!RCVd$(j@Cw(rM|-SV58%sB9+VV#(wle18( z_rk}{er;+N$$9!({q^*;17>k|pRcq6Tm5$a>)Q^)iDxg5+D-KW+wzELf;a}DIF&_x zj{+c$uX||zsULM6F$j1p_!Y{#>-EX#P2hkL?~AVcU!Wm^352)(O6&STP5WVgFCs~> zmWNSH0QBA3le2~V0{W!9xy0dFlO^=X1z69R7cE~ zLk0t=`H&5pSmjPQD|D?mJ9&n%NERi_ck(Lq5km?6_hLkG(&ib-s01W(ET)T$bD^m! zuiy`ZbGVKr%57Jrko1?>m4=z`(fEsfW=Q9%3Vx|br5$_mBtGqNjr%MG!a>}(>R+wV z({zdI3^{MAUt?GSeG651H=dP#YWp5~OgXdU+^2_@8QKfVjxiNS{>_5?Jbr`4v1mnJJA^De<5w)Z2dCZahXJ1hjJU$(02Wq%_q zDX@e%-^z#5Rhzl0>t#sHrHgp`pcI&ES2d@q^CJ00jkrenS)8(cjyL10ptOnh*ZxS_ zBrN~>rhs$SF>Gnl@qWR}1~=aMs;cLI1P@AQE_e<`;`hATr|p6a@rjd#)N^^BIIdTM zhre4AA0lzKDYztq$)toTYz7%{MBSAv$+;|%Y^e8AJ2IiquWj!@id ze&Ov<8R!_*h>xmN1ZF9GK#@FjWfAEQ2eDBFn4gArdbMCx!I(~87l+g0c7SkiW@Opy~tYH>(=bpGc_M~9g z6Yi;t71Ye8v&DB|+jg#Vubt+AiNCCgjVWavJ#8P|>UVv{Zuo4pS%Z+L2rGOII&WW3 zLZpver=XP zPyC#o7G!1Ez1SH6djz656fegi6GinGM1B{b;L6APGHMSrls{E$QxOiIki~v?)vKuH z+Z5x5>IC>ueQd-*`YMXd-2x*Yws3Ab_9Qq9$MMTOpSWj=E2K>|oE@F9Reop;!+S=L^3ovQ~V}D!S<@6 zkF++}-<&NHRC)-tpZvKFbbLpoT3qxZ7SuTRa;ob5T^HEAn!2L5l^jQLn0f}i@cJb_ z>bB4P5+6V8@8d(AoO42uBMA!CSwKfJ109#lN-t4}hUMfvlmcymXvlixHZzWgF@coD zqrSx`q%GXYZy*(DgJ0Xde_Mo7g=RA8W+lMJD>L1F<0jPY5WazW4iI{5XtSx93{v*$oaViQq3*WNieV)+avQBs`taxx^zOQ%`m*#nB1`ALwntM|OoqAX6CveeKeQ&?ZA7+AMg?80_0*9rmyJr3MAm-Xo{(+J? zIO=!DeevaSuy2ZqzC6$XnU?MMeKrz-#8~siaGEWchj{#H_;oihK6!4_j)NOK8qJ*x&16%yQI~SR@M^{SS|jd*q|7TZBrwBzY`-uH^95_Z}E^Zn-PKuZ$b+KX{z`CIELtx>XUlj^L3pQCOV6Y^tk1cz^mNdm5@y&=uPi94HUb`nj;_#K4!j4)iRrbfl$l1M>kJ` zi%^2^=Uc>BB>KHVzmyg1+v$1Bvg4_EJnzw6?h0yTi6YN*fKSUWiO-5 zm9vkd94VR6CvBR0DbxJuo_Dji{`MNZq0j}25r6(k+3@&3Kh>IVd!FfRv3 z{_Qo4*33 zv}SYUJSz@S5ccLi{1Dhg%=9@1mti1q^9(On0z41t3}{>XUg{yz(z|}y9?rXmii6i0 zPX3&pM%?82j%KnL&bSXn_P)4B_%X#(wpO4c_+PGoZN5(PEcdvM{9zZVgrpPE>;LI(+ymqA|@1EIUze`>*Qr=G3bC27A^lk-Q zlCd{gsLutT%h&IhRFuUXOiZQIPh2rybHUd$a1c-NZlDedr^g9*j@4bhH~>X>v7^C) z6Zc&&*mcGI5sW(q=Sm3@;jg-x3)yr@K=ro$`;OKncp-JANQ>w+7>t<39g3mG-ZTs! z(u`eTqIzzJ;Tk>7c!l=Dj@wjll;(TA(D@yhEJ1!OfH4qunMj6~nQp>fO(Wu0=>31` zuliVqf9bD&*x&b8cifWp9aqkQc^csx+e!*i?cj@j5}(uHVa}e4?~SpDoxA6?xl|U6 zcm&^AZmC9r#Acg(IIclPoJpSF!+U5WA$1#Eh6Y%B6=7JqONu%I`dz zJ|mSU37_Q_d!gg$*u4^!%}{VNbMx1mDzKNHR6fO-1#zF|l%G* zt}PwMA$3@NbBM@M)b$`&hj{fpcJ?fq;i%XmT{7IUlQyORyOq7q`Wk49jh32(N_ib| ztXDhb$x?ZIxsB8rmfcIG|($ht=JCz*e`1&&Xm1BtkCT%peW}ZfZp5oI(;g7X*ckGpHT!noq51nCLM@&bRG|% zu1N&p5EiZ6oHC@}U7$C&KLy^tWps;%LXPc(X>smD_~bvltj#-%PL7UeKbVsS_wwfJoP1kQOjm41n(QsO|Lt3PQ@{hH zY^<5yvM3K%z7<+&s*A4Ca=ZLPJYVA&m$cc|>y*-5defDy6a{!obB&SOOBDcA14VUM2@KMpXyM8FX`C8B{!4){f%-fMN_3WV3&8wnK{ZO;GpoR=j+pc$ZX`Ni*)sZanf;$YhCX_;TeznaHl%l ziJRD_DK-h$eYjQRK4?SJ)z#7@m3!c#FmG%2a2{3MXBEuZ#f0B%AGW4nqo-ZV*^?tuNT{3@xBQSM-3>D2n{B2&R1V@2qKo{|Np@KLl%ynw#%}CZr25X4eTqP(IA~?X%$@22v(sT6Q?aLU_;T8t;4%E;NYtki|CMs9xa>b>Y^Ul zk;qn-yH^Iz$xke#sFlO*=iF5Zc#XQiS|=M=unk{$w54~2vo8H% z+0W@|6AjbyN7P-x;z+_>8wVe>VgLJ0RddepFgMJ?l+hY78t*e;;0p(F;v}z!0r{x9 zz$N|8RW}$HdD*&iB^2@OE`F9#$O@6l5Er69O(=P?WBTgNPzYexxVy0{2i+tS&dt1) z3~bh!C7O4ipk@(KBN9IesAVmm8P%ggz9&a{BLXi%m?XLCj%^9(mo9>H#Ft<(}q96@}~RBo2n*&!DAIvzg0W z6qY)UNmBb1!nYc)O?!ksA%)K+ZmE~HVTqMZ#!ln`5Kk^1Cq_e!=^jtpSWEt#oW(TKL+S;r#)d&%Dk4sIT4wJco77e7i7NZ z-a&FTnM6*{_d`2ht>NW%Qe+Ot^u{MV;E|9JEva}glATZxD|XusQL1j++vZ474Gz%K zTWP?xvPRh{Q(y2AnWm8Ztp%8j-*?<#Ej~^q+}v*a-3C+Gq`%z7B8$D>k3`4aHNrjn zPxEGc5W?9bKn+Kr3qYl2_Gpa16&o> z`j=Zj#r5vF7onVBNj&z{-63iTe}ikWV8|`mzr?$6hEr z{+Mxv~Ja5smD*9DUxvj&eP$FQ^D#4}w;{VEW(OI1>waAW`~_;|nsx!H4*`Fj<*H-_5<>Amtv<4dVyx@M=q}^T@Gk zSTQ;gGg@m24AqVCw?uBj<6}#4+qNh}r#b7noS3!oX(eGY)wOZyXy3#rD~X5jWV6ZM zJicAv_Q6fx=4=k!j8$^pu)PnR&sumh@R=5uFOUXqe02^2+QV5_KM>=%%j(_*Qf|L| zU-|E^|5cCQ?Cip6Ztf*!Ay`m30HM5HOKaa)Dl9RWOfBC!fCu&zXoeZa;1%Kk2R)>XA1o8ihG}TwZ7KBmI-YxQc{}@Sv2YEX z*2}W9pPn5rnJEa~IID{}&_00;C%5B$wnicWZ@xjB(|CkdGe6?=M zd!3ODiR3hfGtB*nWwd%|f@A}Z91qkz^w0@H8F+{rH_yW?^YV%7`+l4EYFPD)9z;Lv z?*y?batfjz(Sm0qB^qhQdZ;c)V02@TKHU7CGRJdI1-*IkbUt8*A1sl!8FP1~uFYfY z%<0*q03#V>2_pXH=-7pXfm$0%5OzL8^>y?eq5duvhm)-Zx7(yi=5EwuCoRqHcP0dBYtXe zVT?dkb+g*)OBqIwOofihzs9tD-CJ@q{qgz6ce4swNAN@n8}G3BQEZSXD`9m5&;*jt0Y1vvcP-jF4a^LU*-d(+rO1N_u zT$~3AHyK(1zn8Q`xql!OuOROXOGd~%@x9Zmycl-HUGC^NK=Rf_<(13hu-D&XbLgv|)6@JI z!=|@R%K+VVImTgaRYX{=S7|BJ0eYEEp5ZxVG&gj2`aZW8D7p-a6j@wC`T3K(v)$z3 zlW{@Ajo#xZ*hhD0)o3F`S~tz^9(zsD{d_OuU9A}ia+XAlzV<@(jUWOzWrPo(l2ti6+=|I!jW)^&&69jdKZo*SWV$SB9}z;hZ>RF9=z`n3Q=LQmoluv3n_IQ4 zE>Ngy4o`{&p%C}D$V?K!wQ&mWBIBM#g5aSq?p&7*Agd%``+&D4>MxXVw9Fs{F5?H? zkF35Bto`bSCQcV!>LZt1Pq zP-%X`-lU699>`v+zdf~oMK5E~9t_z0%V%C@>`58;KJoG(vM zJg^AANo0B^_N%{s=O2k@;?=shHYxpDzRJ~K_4r|bS6@`U zOWZCl5s1>@FuSFH7;&4Kwl8TO0WncqC(7tU$o#$C0DGS~q?;WU%#LWcS}dRmij&wLTDCZMjP7oQ2*ucN2oO@a4ozcB%a{5KNLq)~!=al@t)M^vDt z+h6)djP5#mn$N>H`-@-Gachw1{+q|{;D>c*4{TmMhOd?EI2T;cgdK@AWt?RBu~}Ae zcKeo%n9E`B2FocioZP*<(y?bFp1JoJLPVu7t(U9V#qTRHe7#jKDxwZf5TYC>*mT!NHG)~GBfSy3A|Zt}v%D-;5a#-A^+P3s!Qrx2<4&h9=r(0q9dXfR zSkZE5+CoYS<98yM(&^%0i)sWj|5O`VoDvK=)z=NB&JJxm0_D~Q_0CY-b8LX@Ql}Dk z@89(PK~4K%f2YT;KhV=;1$$Ci4)H+8vwJ*C$C&@+^t9=7=cR?pd7%7CrDcxJPPFlZ zX#CsSIkeGa-*9aBCjzm)q;a?1d7PJ`zhkgJ5v!12)Nu9@!vo3-Z$`4 zyGewwy`ldC{I)K{MOIu`zg8kKYh@B>-UU4!I?RK&9cI|duP_7>rQFl^EFMD>h-}nL z&IZ-Hciaz{Btx8+AcaMg%)0nk$>faOC2$6Wq-B)jsK=25b~I!snhy7NR2r`YEvQG+9DxDjgeLFW&hUWFK#%Z!NUov%Vu!<6v2O( z)ElW~p7UbWw}VrAS=CNetOu!SI#4*)(wc#%7fC>3wB6qzwHaycK&dJ8nmw@5BX*jQ zwO#fNpC1uC7B@Hk>O4cpGybS3T0sNiEyO*saYE?u8#^mC7D^auIOXtMb~AGL&}#VI z)%5<8OUO7gKD5nxElX)YTeyek?mCc~XH?CFYiNIlh)x9b=3q9GIFHYvS z1;heF*T$~N)}8;~9i;a0MA1hZKVj&^x8jTKg%IyHTiOfs``{k!*~Q{;J|q&p*Dv<1 zFwi7$o(xNoM<(p;I!_fuAZ96Y)o(@`J=rwtXuX>RcEWsD#jYNL#iYle(dnDO9dJ{E zJ--<_y@+;^a;XAY;R*c@pGOhkmZ#Q_N6<^Yo0T3JRfHt6Hhxv=5Jfl zKPHJH{L0dk&K-eAq?Gr3FPNieXA<+1PaFl#Le#kGs*O?yn35t0jPQ86ASOO^jBujt zvi4Kz2B_VkLc>-59x)b$P>r2xhg@fYJFHg3u*K(|<@V1TK&ZKeR66VhK{_G_579k@ zbJp7)k(0HfVb!;~npebNzwqn1g$?Uh3;B!P^)D~(&w|w6Pi{N1|MW4qp4auJVr})t zqDOYU+?iUC6vy(_(?|&koquy@a`qSmrE$iHNS#HFwH8T@6emGunev;{%2~ulHF&^2 zn-64SpR<{BuM+0&eyXik=zvKYB8_8`Ur-|b`)kDy`XKC<2$a3r0%ycLpL&UHg;!#^ z9K%5agjerSOYyCjpaeWTT6uk_^Dc+QBblR+*)frC<0ks2?X!A5;1)PDj|x&&8T73>3zTkmfMsB8gNKZ5Gn zMh3WDZGA22{1D-AQQmPu$``P}wLhsQIt$DR(gl*??LVsSGqCTCRDq!_euCeagcvwD;(^y^WR>N zKMPXZGsn_BohJl?nlw{`m-eBD`N%LYj0GIuQ0;28WLO7ME4J_;R6XK{mk8 zsj)bkeEuLigJP^)?_2WmBQ}oP4ElbLegk)<6N*MKf2C;vsHGP$*vO=#?dOD|TBw5| znA2}x&Hg*x|^+ex4AB@X5=?rJ{ z(uCg~SPxQD9C)s0EPevg54n>)4YvEYi--Sjuah4DwIB9>U&=oVQd>Gt_1Jo^G_dd6 z=*?nifZp_7ei6T_3<+~I)lHF}>-;@tZQ@e&T^TI0SVc2f^wu5!z2mS`B z{lOuBa`$hL+MjgTfAQ1*2C4nE0{snA`)mFAcWM9L9{63>(XYuyKR{}KCma2ZQv3hA zX>W`7ctT0Dg5F-ed(B;(`hWb#w(DKltpQb>Fjn_io11kX^4iQ!l|Hl)ddMQgs5Qw@ z!wC-Q_MFY2aB(x^b%i}ha!bDph5Y`tB_}4`Yi=s7^WPs)YDF7-C)N85phM|J+_j+f zOCM`4Z0Mm^IttB)juC9A|3<0V@^-6#iQ2X{MMxsOo@ysrQ9H}hm&^g@$%K^>?yX0u zvD?gKuB7gRo1840jTrGdl-jc|&RY*m>OhTE`I;I@C|Xsv z{Pw{Cq$RMY=cZ{X;b0OorQ_O?6o)jAHL{DF{}iS6nn(0w{E-G=P2hRU5OjWBitGR1 z@%^*mK zQEH+@rks390>E-OLFWAH^-D)v?SIqhvxY|7dOmTI3i+S}8adCZ{SF{r;Y`Xbn7uBZ z-Wr6lXY-q^B_mxsptAVi52Yp{p6Kdd6AkL0_OOIj{v4&2++RJ&wX_!|@6eQ1Uz0@q z7LpX6(}Hks!&?^Hm%@JFAvBR{G7-ZoBm;5gV=GJd82?VvkH z#pK?F;)a{zzMab=yjJee8H=`tkxS3 zEkN!X$GB>}e;Oa>^ABT6o=%ub9`NpQT920cS^NIu@$?cti~9!RARVx+?o!D5WKScJ zm$NgfTF@cwUfTDi0-Ye0qD^8-hs(>R$%L=-zqQ97OXmNu|EOgr+v2l}T?$Zq^z2Cs z8(kFpN$PE%vq)2N3QZApTab3<6KJ)0wW@q0$hWJr(1};O)GK;{BHOD7D=# zH!`!$F92$mx|8-L8_lndEiwwmLdt~1;*4qoVj*{9c3oR4OY~qu8TsW3!l(PHlw8Y! z;1#2po$w+S%?KVjX_QM0=d-oqwi-1@+2_{MmehvK}1+~h|lh+;phbR8uw@#2&hzg(5hY#vm^Cda;>*D*5SLvKt zia7jT2gKy0kcD^+nl;L!lz(&s3dwHhox&8q)&B!2@x%V3lx;i;LUu&vu+M1R&@s{( zIcmvN`ivOE$yOux&m6kw!QHzjM5+v-A;+I)KF9}|1a3E`&bNWViK7ikSAEx^)ZF%K zC^-<)*3d+^u1DwIL4}t*PJ(zIn47C#p5=XuW?6<``NU13N`76oBg-g?7R`+Ap`S-sXN=+m<{_uQf z1}sIdZcf))`b|$({Hp>#>_7C_^-58f-^ve6YCU)ZokG!pj0EO46K5fH-ckGgK_?V* zjatQs&mPpDJxvR<4n>J076UDZgTVgt{c}8p$%y3a+SEx+X7KGe$8S76MPMl!slNI>=v2`Zbmskno+W*}&u&i#2h<9NzCIo%*p;bom#4Z3;}gQ; zhCa0@s^PhlUiU%R=N!T1A_5 z^B*^gvB4c{?r!DyFNE`5=^PK4YT&At?NgX*LDjlDTbH%vz^2QH$nW@il-gWZbS=k7 z3#{%ea}kvdSr;Gw`Cz|o9DVPcRBKcU+`xf{w5@)6{vWR=`jaR%N;Oo&C*llVWr|D- zOm7f@t8iLRzz^!wCB|}P#(&e}M?dw${-f54%K?hwuVX;Br^b&wE)_8;g$V6Fc@eZm z^#)&21tNL!di@~qhvj}+X|nPxByhfpZef2S>?A#Unvh?J0u1uc6eZ z_aI9xfQMP28BITqxUU?36x6=acZc$>UC6kfUwuK?o-LbNcp9<`=MR7;JBiH^ON`RZ+iTAkN>d$xHl6EKl=Rh0Wh?E zv*=;+DCG8Z(fJU&8_b4#7vCFoLbv8_6(xDQz>SGk4YjMW=mU{u`07wF)EcmFc}J0j z%I$;$47%9haGmA_1I9T*8OtX>*7Joh7}^Sln;)Y(H+!s1#9dsJqT)pvBYb1wjc5RpEvw}8>Pmb zbSbFa`#7A5Ar2>|zrF7M-kA+reW^5sclT~^9*M6+j}u%HSkU23rtnOX?X&-x<49y*+=os}16XA_9VnUXfjSc>S1H*~ z!^sWbdv33xJ39zEpOlh`L5OH!z)7NqaHc$})~qQ8lx8HSqE3{cisRO*v)9+A;675e z%`|#}gdL}1i4T2PTUy~``^ny0gvZ6oSK9Z+!fCN?%QnU=q~d+^l72BO%rM*WdP~u* zd)}X+)c&iXyZ$UnZHBeUxhljMcCiMY9T2ob+qrCqlh~Ai`ywAlSDh^Selj~`Yk?@N zG>kLVywyX)6ymjxt(p*Sf9krZfCZ9J2|cn9GKf^TYzNNots~g0Tz&2&bOt&LG&i!A z#G?Zh0oJb{`U1t2-!AU?vUMo6C-r9j#IjD%`)%oMZM{E=+g!ruy7?2@W@2h_w`@I1 z?F3)d=ex)Ifl>FiN6e9{fBt>&pON;j*@#W1nNAOu0RxY7g{rQJ$Vg*;;a21s(7)BJ zar@)X<73<5ZaUgp8Mxo&_4G1_1`6T7el?PKF9^3hNf9mCi^eEoLQ;=yuWhzCZ2z51 z6>%ERZF_U+2z(5BM=}{=xUT(9>5vq;9yt!;A>-#-2Hlaxx59S?gH}M5tQOQyNL`0g zOU~lh6IZ4WvB^@w-0!SWXXTDp!~Bz|k5{oSW5asXh>@(cvp`rATxnkM^C=GaFQ>;v zJ+rE#;asrWw$AUm=sgtQFH7OOK*U)L;9Z`|DHuNc#F=|M8T0FYj1|4eW$wxzO5)V+YV~t}WROWZb~Z%N1)R!nO{j z#?M>Xzj@DYD5mz`kWjdOvhE*IYW1cnSFHB!2b-`HR(t8K*P+yI?;JX*cU=_XuZ_A| z#YnHy>mPUe>(>7?lv*^KA!YF0FUZ7#akDG^$U2mo@Z-a06AbymmF&IYOJ`W;zr3Ri z4dGVXfSQjgOtEYaic<6~o8aJwQfWa;`6=~v=ik^VzGv!=0JOW?(kwQib;tjx$A6Q3 z{M&Qae~`WZ^?e|zC?2gV-k@VZpI3HrYe?bDzBd2;;UD7F99qdX^cE$t&eqV6jJ z#`kpk*Nxx(uV?@Hy)L-3GsUCP4?92#_C{^96j*os&)4{W z_lmz7rB)bOu$*i-kHn{v-#;@M{>%0GqqoinYWBxye?jd@Lx(yG){p1@@%%sT|93~J zP59nr803D39CzJni#BUnr^jE7QX^wB>AG!33Qm&gMAn{6|Mv0m$M*7nd;f2g+CQhj z?~{#a{u8D4cc#(*yi6m>ryUu2I_%IoPA3^=&WjkrOP->``zA)bV6zLc8*wr z-My}rQc=MX_U|k>`;P9S?o!OLwTOlI@t>Z;z;1 zh2~g;P#=@SRJzJe zVJW6K!_#-Sw1*hpH(*oE`_vaxX})6?S5e10M{X=OoOQu!9vN}B1NP&X^zC15>Ns%X zhrpE$!LzWLveSO=$QMXX>v=em77Im1E%w#@FJbEZ(rAmdEifOKp}CLRpy0&yuUWQI zV6o$BF_+6baKGy|BXt48PTCz(?KTClFOr6f{X;*hdNyaKWbqZw=Ety-Ynwpl)`HQV ztyADJ`*?#>>d#?nuieWZ9&8POM800CS0Wb>9yIF@xa0==uRWO`u`K%v#E)k^_57FGY#Saccc@%j*3j__(vtcxp1rV3~c{bbQ z0ou@gk%^^PlpeI3Io<;V%K(F`M&JDX~33B3}KJSUV3KacnTaOEsped{C z#~%?(!UtVvFSDcE$WeKJ4bjjXcA(kCZB{NMeU2ulYL+twH`n1!@8neRvZvyC!qJns zdTSN`_Y(x1N3tt#^sYY+^&`Bj8&k*M4uu$b=$^qeQ<5Ges|Rr9M9cL=8X>%Dq0z#( zg#_UvEXKM*IQB7ppLuly>J>^9 zeBNCNLgeOKxmG`-tqWHY%I==>#HC48pFZzCjCYO(9@3OPg3GoKM)HR-VjIhm z>`#m{peGi6$>UKX1O;wb`Y_T7Y2^X)?OjeVCCVyTKKT+jxYQ*VrZMa~x!bz-;xHWF zT$}2psRWYNe#G^ZMIf&{EaY%)2+@+1r(a_u!9tfb@5X4^fCE{kiL&}KryvtQD1&9u(o)H{R{2s z2I?=sbZhJ`Rk9ZBrWTwE+J6VaTvuuujb_k1t^e53s*Sk5Kctn!$N{!ICicja*?{wl zo5|~*{tAoIcsGmxLxUgo_j*uIc06zxiG;JuO;KzRkDiyjq}}`R!Wvx7GdH%_1Cdbi ztc+wuz{LkSrM%Nuk>+KMaio$6Z@Y$`24!4D%{kYVhS~Ome`!R-iVqpecC#1BH>rjX z%JLQ&4zEy^@NL4($EG#-VWwQ%>R05bq%rtB_#jXmIKE1FMuhSQR98=2t%7!E2ba#Q z26VJBhfm_gQTVVm(iS#|pk?9xe$#6(wJhnhuxB^cafc3(euq~@$!cOLSwJ_IM*ei_Ez|{XbWl@vf*QUpua?w4!ei2lM`-Tr zfc(qZjqV%10ADU;pjm`Aq?c<>``vm7Wm%nBwNWeRL#Wc7=~QZLH^+JK@u&;P#lCN9 zQYFXR!LCOnpQP6LlaY*W-*ijnWgj-_GN!w_r3-b=1ajf#U+KA1gx z0u7H`XxgQIxKux6Gkmcse_p%(UqH)sVciBan$qA4H-nd($71yW~1wK@P0ZqJ zqSxCI$Iw)opS`GnH~H8cAHN=eO-M~!$JT0dlpyXk^p3*X>QWuK@6~a)IjQxzJ<|9& z`HP(%vkcf&*3{5&aU-@gw9;(bSOi;w%5Iq-9)Yu;_{a=T_`{X15t1VsBhXOnl{e0= z4{zmTAHNTt2NC}u?Eo4hkUmL9)%~=nxVNyCh>EaTJnqCWIY$NfFb>0Q5#(W;*DbsV&h5&6^~`%gXFP@uR5!D<7z6D zcRp_?3BQFNcv@>*&@2G`ROJoKd#Vt<+C-zDgaT}pHK%ZL-+^Rb7%6@9>;nC$$RpGO z(L$ulx%qSyQ?uH|TJPkP{wO-h{&FlAH*(4iy2)5#o7SdaA5TY| zta8~l)>a-@2}Rp%&i24%SqX+z-AY)R^R?ujpa5K)@R+HxQ3fk%e&?0++>NP@KbLjk zBEg^Ogm|A9(c`BBCh6WfmGE`axt99DGz_VRTu8qe29D!$$%(ydFtxiMJHPI>0CpOR z$qURRIJktNg*L+qZki>!a_T&Riw8N>9dyV*u+x3TLxB;?wFnV~7JEbWTy12AI0ZK7 zvlG>n{W(l6^whTqXYFF(+is&)^05M`1hVCsMCXF{GvjTW4N}oXC!x>Q)mI_vpsi{s z+XJ+)(fhM*LpdbA-Pg9H^$6V?U+6zqtOgwmgLw{VoT&Gev9Wl^09dDw8jI+EN1QHg zOe41@;o7GZ+OropVL{oi+5ff%_%jm_i6A?=p}cP!Gf6)jlG7u#-ZF-&y}$9^)UyT; z9-}ROiJGXJ&Alhx^dk;2*H;wjXO-rE)ghfflaF_(c3pP5YKV)5L*|4;c zD`29m%4@DtXYn_mz(mFpIh@c_kifU|9QF*MU8Iti#4{hg6Wy73@u-dOUis8{(7X6z z)SQ$Z3)-f=Q5${;soS403y7`&k5DWjcrgJg6h`U=pDw|-#ENuV;!_a$Q1$k}Eo%HQ z+C?CN-vyG|;__;~wt@EHFyobKO8B72)U#>dc6^I_cVY4xe1+>|B;{fTC6>1qjx*!` z6~5xHGm8JCkNRPM-(T6Qi=DeZQVelvcJY0^x6ntuZ8W=I=K{~*Ky_JG8oHKI!$1<0 z3(Otw!a61%pbm*rK@+cX2)m}^Y@GcFiS4u;AdXvu)zP_9*f4UVY~cVw{rNtKyR+xP z#pp#8cWTS$BT-{u6|%$?_lylsMX=E!q2CP#iE-T zz1Mr@uRwmF6or;&HEQ-cnXaBu0E};g+PvxRAweNkMb8bgph!sZNN!?6JG}-5BkkHj zvVMHW$LAxcaM`Vg;$ROr)M|a$WI+RmOLxh&K2(N`nXOKnf_ET$887p$xYjke#NF*F zXI~@Uf!SPvwBz7LCNqEG_))Y#VM}`M%zLbw#ZzBvx3K z|K?aC?4MS7qrqE-t`l~T^*p)+PM^5E6jQFD52PNcpY0C-KYxDcrveJJ;CayegX?Vw z>F^_Gy!RZHko0JMx?T^2*k_sa2WQZCYQcnu7iHl2{P|O_Na<0{j`A>-nQ|CleatWK zR)>7FxhIY-%R+;trG)gJy=X=1i|j|e*LWMNvx0LDrS$X#dy~kW1(^J^Y3lSFTl~sn zFOQ{|15PuNO-Z0sz&1*SZUZ^?IIKPU@?Zx6zuy{{(hd%IELT<3^2uI2wNNazFKq)B zQJL`7>*$3jlC4!7)ucGoK;Y$kYZ08Hv|Q*>?gNiYv#Un3=fHBq{m2rDcVKqa@tDYY zHE_`1EM2{C9MJW$oBq{Wuyr6@#p3W?a5dzLP`f>c9>3UiSJ#vY%b&W(bpMGz(A&sF zjQLXF??v(VUHE?vQ@gq&DTHFu7idKV^n7ST*7|=s-;iy-aBp8dJ0F=Vk`~Nc;%1G3 z$VX$U+w2Mv_YS{@jXf8@t0c}m+ad)Ktnvk}{y*%!c|6xm-}f&hl(O$6LiV+YzVjX> zOWCt8*-OZlrEJ-flqE_?BH2<%WKW0|vSbON5Q>sSw&LeHj>CC$=e(|d=i|8V>psu> zI{ovW@tyBymebGf+wG*_o-+JE2_6y?|1I z8zBQ!zA^FzwlFuV)?Xk|D7ZoCI1Ph84vSSQg=LT}QsyNtNuoo3*HuK|!(JhFE&l>&EN8TsBj{A-vR@tGuH zb1^sQs}3C{%k@ETmM>QGK68bHisJE<_eW4d;0~3>N8w;VF-T^-EfeV&6z=X`S%*vh zes+Z0;~ZMANbPPb&jH?zbQGHzzYs`5`CZ1v&cZk7Z>LQu#vN=xzq!8hNaM~epSBGT?D zu4}*-iZ*l%y`04bcl%%a@5{k+JVOu44V>{Om(uu={Z7~`JJV=G_yHVn%O|tX!2)M$ z-S=c85y#{Qg`>R)HrRZ!PCa59KW2A6Z@T{sIrcx+T45$SgJ1fLtw5+NbbhmvSvkZ;H8e(oq@?dKx#p{QexO1+PU~@k)ZC>3pTl zmfLVODu4gbz&j*1*J(Q*!-#XZg%za90)eTZ^Tpxqn{c>5YiH7%-{+5q46XP-=8RSQ z-<(ZNA|!Ju%@WJBB66jUMK z`Iafn9&QI(+V*DnArX4Tq6j-?*hrQgqi;1yIK;G2YH{8hDmJd?E5Cjj1wEOobWl0F z^86uK`Q%$MLUUY~#yO?o$UcGaJ_0Ff;!-6)UUm|coh2?isGdQRg^lJhk67VyQ^(^A z&7`RN0Jr!kbsfG>UcCA4_RlzvZu)$BRwjNyf+LK#{b7!ng!9#Z`!f)IL zS&%>4CEaBM{n>}LtBH+KV^6&+lW7Qu=swD{f0>FXeBQn{nz4jXTlOvPy~)Gg4Ta%ljVBiJP=v3(%!PfD@KTA+ zK57FAQdB$`<&xqK3j+sv^4|ucAy26{-rMNFGp!D;9a@JjFcs~h{qg_{T{D`R-7$)% z2EOorP)o+F!$J%vUs+fBpi95x^`0s*f`<%y=vT($M!83~c>34E)Cx6OiWxLY zab?{4eB3>N$-dGKAN>}I_giZ&r|#0hywp+RI&|9j4eO`TXKn~gL{MCv}n!t=eV@M@>=FjJN_dRFv(cPb?X zl-DbW`Rl$WOewy*H6&sKi)TG%XA4k$V?wzp4&8ox&B5xKFdSFut=PABnV{t{ zb0T|}HHbWuIu~pBcVKD~Ln3F-WaA44TrV7C8u9GR>t6LLS9~#PjY1p<$`yoW1n~pu*eZkvYu%OR@jmB>|VORkB?P|+N%Ab6Kra>sD43^1h+z& ziC#Gw6xtaQ@6e(J7o@jst9rfu_J4cGd+($joE#J_8Rui`7=+bO>z z_e_o8{QeDXymD({Y8OP#scD#GV8-OReE05pOeVSeNM)8SPVsf}V)EI6*E7w!y-3w3V1Un0j7+5X}&dtSlhW2VC6 zC+6PmU^x%t#j4QYsJ`K#4Tq02O9(&Y}+5F%d3?$^Jj0XKTSboITm zLmnYn(|bmAfTApwYVtt{y8XGUz40~^jOJ9cxvU>2JU=YW6#Y>JPnV#HzV>t~V3b{uCMRQ-MvDSjhZbm=4P z!bvk-C%TT1Vpby$J-=l+TxYj%)*$x#8km{|bNH>z@g?Bcu}j#H()yP$H75nusP}zW z;2P~nn7Z#WB4HY6X63sG0Uw%m**-R**fyVRHNGBj?2FwhgZ9Jb(%AQWQMKR`q1m~( zu8@C zADZIt2A6&TQ)BoNrs(*=9}?r2TVIV-AUikneIpl3fvR4QtH6y1RBTS%rX;%wON|dC zXJZ+D*JBl;wrYRK`Ny3`oBw2}>6m-C{F|WmZ-UwnJ>@S4e??GpYTtMHjrA<@SI~=j z#=P#ATXFt!f&PbGphjTs^NG!DKvrKTZR9G0enn98)EAc%mym?z$gHMMReS!e$4~v` zuM*Ter9U;zNhyOrpZJpPMjK?~u%nuDP!q1s@Lem~eHvZ4tt2$C!Utb|`|vYIzZ8L^ zD9yxdKmoQW*)`XjtNvS$pY-^v(Ui%EG^Xdake9cWRgxzVSs#5mES~QMM>ll7Kre41 zCH43uQr>zbc5LntcSbV7&=P&O2t5Li+2{H^ecjN-l&A%Xl}8hA>gz))-rZ|9vH#Wb z{da$V8Z4XUC ztxv*_Zm7Nhn^p9Pgykzx_FP1Yd1WhFSMBPPJaChMjD-zVZw0_(=k_P1-RFN<-v93Q z{Hytu3r6QfjM)LRRD8}rP2(@?H_Sw3CDA^L3S}s(tZT@T-|6FGmxb6setJfxUWN|Y z4KX#xZx}(rnq%#wy8VQ`?fSJo@ok2gWBG-5WI+e_8&Y>+{bRzhg1JLyi9k%tkI+ zw~Dv?vOc*7o!KTimEa-U7xVk~wa^8nCyd(8VLtqI z7Dw0iUzY!$t^I#45Ag}^zVtyk7?nBO8WR`#%lZVZYZ`gdt^=+fboy$OrbsfrgEfAG z4&2@8>m}r=f}Y*7us-9i3%n9m3=140{bx#E8zZgdeZ%c2I#P$M@l+Bsqlbc~)J+;GAj2a4Mj)FsRKS9qr zZ7#LF1wIC9&F--8MLDu>!fLwqfwXWOlCb~Bi3b1b1U2IYw(UJDPW1}L?W1!HP0^5Q zt;#~DHdJplH?GK6Mqx4``MECY5Luz9>dfPa&a*4MA1pi!Me^nk3Y6W@Jj4C<_l9@? zjP{Jl-CZDju)HL>EZhRRrn`9dl8m8!QynyxOs{}@IY3tX>n3Q7>FVIKqg`>rba|_r z_aGsW*rD1+bY<&Qu$9zV=N|N!HQsl(_&%^o@Em+4zxHU$&;9TJwfHlW`cGSE6`=9X z1y!pnifCrmM(6&pBD|x&eTY{Bq4?u74F$n+(7_kT)_B+i?R71R)QD06+k1z)razma z6tedEH+MOp!uuxsgvAU&IJnh#zPcLP&OU2=e5n`Rmb1s-{GWq{{mXsCe#?m8>*Gtw z7wbT>b-2)+q=g`N_0=w;jSqoJ=lm@e)PNK^xtHIOH zBi%b;XoRa-h#w&)QdSNwW>L@;sndMX!H@RRI*KKbOF-MPoK1mw+DJmD?^0>}E_j;i zal%hu8*Sw=uhy+tM#`C=UOo-zAUwWZ`MUi>77*PnJezvE7CBT{8=1A-gRYmC&IM1r zMSSbWu8A9bL;^)8eJ;|L5lmBd8hqo-gz39uMvdwBkbh#ou>}kTy&LcW*NX=L7gL(vw~m#<$YLa0PpFsN>Ya95}s8E{z^ zg)cE233OUSVS)!aUY7ErAn(CARy>GeBl5glSBQ2AuM77`_M8W`=k6af7t@iVq3g2) zx(N_jetLHcdn2;w6R+a>9)W6APGwzV6(-zWvdbc|2nP@*eSo41V zJF)9lmG8-reBvV8-pi<|G&{3<~lDFTF}F* z3KwK!PYn{^loc`x{&&`2v z4`O-YvY!HDkt`u}P1ze-U1pr-P7Oz3yVF)k8*MYQ{$ z*1rGU_0=S@VPN011(;kDm%O)%u9+|XyUX*hp5K2rK`oUvXurn92V_8VCu5d>EyUqp zy*>YLm;WCn4F2CP?>}4qYqlEwPEh;zR-^xUUX6b4nx}7^z?XclCf(ZErQRqycv-P7>O;TqCTR52yYrf*ULB6RCTG9(9z?AvsnsCkph<->?IfdtX%{z0LvK!XC#&BWhHapYQc# zo*SZHCdUIUM)WZ*9_PAuK>q$KbIcSnYxrrm&Tvo>8|cEj&^gzs>nD&{G@+>YvoUOV z;$vq~bP>HBUs&S3*^fLmtg=(z=Mfr@n^=bqYeD&Lxpyy4S^i~y8e=EtO(&r$P%&%M zvNVnSzrM6~g){e|aJU{A2T(Fgd8DuQNBoBZtM+e#I61z2o~h?g@@}o=ZyDn3tn4SX`To42R<~;A#H*0*sWOx)H0Guh7urxk*-O)gF$h+}6cIDo+=bP8G9Ee6c}^?L1q@o(>=_dRs4-#X`byg}Z``A?IM@ zPFngcA2N{UES1Lt;}{U5(||dxI&@VLGtl+FLAognHp{tp3G&f=oQol6fTz$`<{-x< zs(@a8=zQGS`|kN&VaZ>-us^(c7bz_*}h2laEl-TQWWp>sLpE)R^X zAf@_h2=kQ53J+)SzQi+A$ZAf#`cNPc*?gc@(0=9utc-2Ld!<6qE$R=g1U>0BMb6kU`xD5FLJnUU7kubk5UcF4?neUBydvR zO0G4y3I~rl$2Tk7Le9~C$4oqF;epFOnX&V0`DqoGZxU}bX@RPwy!0oUQEU49&-}D# zs^NtPCkmlwAf4Ryo9mkNf40Q`nULidYx!B{s~{n>TZPnW{*Up&j(^W>)&7|`F~b=F zxoAH)wfhN)$n;rM?Nf5z@}LJisJ^Ee$Sr^&8o3{bYr{AGQ@C&K4QaHm?#2ahYRU;V_JQ8}mU*!JmCSeGuO*uV5~ zg^zYwrnZb4S`0T@Tzo!6Al`gK>Rsy{5MG$<-Snga>5mC_nj7te9EGe&@xSxD%sz0m z)tvG+T#WVFC=~O@sn9>GvnJ&G$*g6IX(J3Rb$GS(onNDeWJGgAJ9{|D5_8mj(coS4 z`Og<@p}LcGOWgpt=3Yr9TNetpgUm_Hk}-&rc`5#zT@Z8-8qUvWdn4}ycgLC7PD1|t z`fF#`C7{^w4d=%!FG7e9{TH?2bktr`W&hZf8-hZ$1HVPg5^}=!72Rbng&S$XWNxXQ zXlUzR0YX9@=xp!2HKsC;-fIU}KAUEOsly+t-*|o`$OjVT9t+Wk zq0wb)g|-4eIAd@>M)}&1a5( zmS>+TFK}z5-n*`CigJAow(e~S1omb2{o0|!=&W7T^{4m*2wE2rIrOjUu{w{h+CMX? z47T(di4BB4eRAoYH4#Xpurv*|dw^$p`Z33cE@-~E__W@T8-!eat$f`%2F+5*YU{pP z@ruwTv_(KF87+PnBifU;73v*o1Fc%V5*}IE%yjL#4W}eVh`1%5q7=gz^?dFUct=g( zVU7EU=yR`&d#-G4Ev^}DYiDgI6cC3wD_qZlhkK8yKe$kgPLW^U_4$b`kQii$Gl;L{ zQA{Z5d@w%p0*o7nJ~R~nnlJcgP5<|V?n{J+Da%>H9-D{*nPa7E`b#>C$NBK%S|E0> ze$(~JH00T*(?@go6nrB}tJj*H{N?yK=z7iP+`w_Da5l*+xpor0b952u7qAAcR<_Zj zX67i6nj(&&(GmnGjX5jngAfUE-2HkscgXg7*wxD%f!;No+!Pi-3NP(@d=Fc{A($Pn zc!_M|;5GM-rWb>SsNsBsAeTiNd>ILvyF1f~+!C%oOv)HX8e8{$)u$>Y9Lo#eY1J7E z1m#m5MFUY? z72rG_KFfXj#+vf|%0#y89GW%?|)w)D<|Ao=>8k2MIVzt>qMADzHC-76b9u4}mMvpc_|2r&2FCmq#nk}?9W{n>9Z9NR4A~#`IrPVVxSEDtb|5V)n z?a`n4Y3EynXtbN$Ky|zQ>*2-mKiX?`-dMGN7Nh^B8AVKy2xPzFbEB}5L3t=u_F1|R z46}aQtt-rj=xiU3Ae#+v+)l?smt`9=zACoi);1|<;{M9#F}HRris>cE^olJ9z$$8~ zC(+9e8T)xA1% ziujfVvbE#m=k)*W@vi+xZP*X2c-g8p+@q0>w3xD^?mP|xp~r^@NJ&@U&sVp6t=d0J z$rf95{Q;XGP##;zfHvQ~o*|ywiB3ZG3`p4bP5T&fu_qkr>##Y#XWfSi2Ra zdHWpsj(fXdcIVZJswLBvt;2^je4VvH)&Of9vp z?c_j!MsQG9RQ;EF1a?0qLUm@Q#Mh+51T z2c<5g3{#40vy`Gx8RPQr+uY!i4^`UJTW^0^Ke>2HCZ?r{2fY`#iX1yQkj^c=v5+EJeBx9R=hYLkQE9MBTz>f>7U1&(=-9_IiKz zoWCC$R)21Enf?m&9}k#FOUHk?J^y|#|J(nI|G46+{ZBJk8W$2+%%4TZ&jsa3-G~ui z?KI`XflV+srgU3{Mi6yS4jnEceTH7&yx@?@pT6e)o`PJ)8H&jvWakI#5=I^rvUGe0 zRUIpQo-A#cvQb*2-;P7H?;8X+!Hwk)Z@WWS*L?n;7WAL=gP(a_+)r*#H`=)XLxp6| z>7~EDpZ}+&|Cyi0Vl=*?R_6n{%1U9JL-T%3d;g~w`cFRi6+ey8Hf@w_!UdtdApynX zBLDJw{M-zihp33JUe<<5Uj+q=L%%-SJDG0J+t2hL@Xvyf4sP_ z{I|7y*q`(JIsT-LmL&E88%Snfq1dol<(KX2Ab+h%WYZTE?>DjK>+P@qu>SwA^V7ui zqnhSu-=YWny1^l0fBoorn3v#Z%?>W`ur+#AUZlN7pMUeye(ur#Yy8ZXraIa$E8b|I zXu=ioXKVWFuXuL<=BNFy?fH+!e%xxb@eh95zxNsa&)a7t)|~#l^UZE>vA)8=x^jem zQ(wJGLkvLMROk!dZV8k|?A!8KPys@2+AW1AYom&uR}5Fr>OzNO0G~6f6}nr#!&5$I z1l7D8X)3ENASk-cq)jF|!Q{Q2=WY&$B5|Rc{B37F;nM*=Zw-!A6y7WC(40NIawN>U zFDm>Nfr6ONl<~zeP`zU)NN47b7AEOJ!rW%i*jbxKjVo^n{QQKW0qY8U%cFwE-+U79 zoO*qFo=6KjOhy}bZrp?=4s?h=bKi>9@3q<0I(`AVscbYJtcdj|xnJqD&|!fX7PUz? zSxhEh75=n;9_p@!Qe_f`;C$l47sAJjK%kr~bVJ7-h$*8_ylbWa1@Bb9IPLO+#~bn) zk~)bXo|cmDSk*;n4=~A)V_!msrzYyz*WZ8^B5oIJ-gVGn$KKt2%pUx;14Brk-b7v_ ziIqMl9)NvjiPyw3H}F0X;c$6b0RB3!P7m%9{pEXrgy*vV+tSm}3=({3PcRZ?sw^6m z^MsANneQ$J9z*06`z0*Co`O%x*E_Fd#-h`M52`-}d3&e5V$cRfmb7LLK4{ah z?ixG%l~75DmA{jb4oSr?hlH7{Q13=H;Rcg?U>TDqGMY4i7BU|`(Lb>R1`k+%*OpkJ zbH-uHHaol01|M(`Owmj%w*m|$FUZ5QqfV@%J|_rp^i!%2^bHE?YGqlTDZS4=aa zeMsl1Bo@8AkG=32C$5wfz56I|8Z0CpOMZMb0Zh}Vn6f1rm~-Xt-#ym`fxTS*lCH<# zb9&tk8Nufe|NZN%?jAX4G;d~9knMvEEfuakD^6htgPlt(Z)XDYJ9pB`a|6hmyKIb` z})Wf$>(+&@?CkM~mQ<4E^q=U9~R zok3?i^L-U+Jt36LBzMW)9@T1n7TU1v3yDiEck%--qsr(3&RC;RKtl-+TTWg=yFc&L zI<-QxQyUlRc3nSD*j?7-Yq22n-QZlH6D5DCR@0YCEyrb~Pirm!h~42bMdhlVH8*vzxb^_^?9j%h=sm5&?U8D3-0I zTA}{@X?xbwwqU}v-n^W&6@;N+J|Gu?ua8kCI(&PgUXc!UFF4*; zgb$!kyGZV_q<@3AtQzIF6IXt3C*84y^Tjl{vp4b8>^T0L9u_fkzv;1Rf7C-|hhVe8 z>mcaa$l}(u>nzH9Ri~cm=?zbKidktUoKbt)bR;MQz2SCWfzOKGZRM;(LQ2UFl3PpQ*ee|UF?$s0 zanG|kmkYucHqxj^QnLin>)p=Y)>#lId!^7>>K?it=|3dUj9^pYXA!PgJ{0l2QfEYM z8lNem+Zeb_NC6#LoS`PVf~P&z=BpC*FddL&=3R5Zj^cx)$4ZrO`35-)>$B0g^}3E# z<(0#@)`x-R{TE*x*m&+^fdB!&3Ji=I&)$ze4JqllwJ~A&ZMTO?u73flyQQ=OCRgB- zEfy@C?}Q_RdE61{&LFdEik#toJ3KQk( zkZAh%4bvm2Alr|w$A%cUoGGqTNwNdFk~GNMf-mz|x%{TbDm87@{-{UrtLH5S zVQ1mkV>9aa0g>pQ9c$%#;XtsZe(H2P<^(!&rlYMe>I|IPVeE2MDFto%U>T5-aRKfN z-Ul_CZfKd|3dyH*F`;faIVg!D5r(_8Xm>w>NiF>n9t#RiuHrMn^bY{)u@Ap4!W3uNhHuzjSoLf@gMitItyQD3a{Lh zON0T*lH&JYn}PL-tItfEC1mF|2sEyL4YG#xZ$moOfiUo>n}hNbsLt+r_40x?9DL}} z-OOAD_r4D@3589g-q22E?ol!cof(`PuM3O6XvEYim_QdF%PJ{ok-YRJA95=4t(}nyqNJ|$ip27xh)g-H}^GH@U zp_w{X2F`!sI(N>E1Q|`}q}e|%2L|IlHmRfah^kBEi%yLaRJcrwGo_0ot!G~DvKpW9 za38PuggKuA-zB9TabHuh-^m*e+axUUn|c~E4+>Wt5U4g`Y8uTu3{i`AFM%cC#m6w+{j54Sra~4;AC-J#GYkhNM z1Gpw-DMlM9fNXV?aDxaH!XIMZN{&AP6H*(eyN2!Px#{bic!@(`NmVP|Yp@5UB_9k5 z$(_J{#J)vGop=Ke-bA5wDi&l8&)||QT=`OfV{aoX9)dTor$gAA%^1-;+ z$3FLq{~^pnV>V*$7J=DaY{x%#Yv93e0x1`@6>ztn;n?-(^jI{bfV7^662F}EaI8tr zhr(k^yG-xA2SVHR&sN?6@Uh+YbbQALV3RW$T4phY&`|Ox3ifl*GITY$l*}BqTeTb> z9IAuk1CmqM*RKOjD8$S+X>b+8%aI-rFUTeKw_|@#hPkslZ5>;Gr`d^fe*SI#ShYXu zk-{#*tkiu2gkMIzNvFJpT=c(5q!uNC?u62Jl2aGa2={f3qv}b(K0@#I}09t*N{ zZpemoH-XXDM&)SVwYp~~Vw51=f8ujp0~5;JXRTf5-nBwqILjF}Hie$1vTaV_83tz^ z4RzOH2Dn@k6%#U{3Qy?l+O}6Sp&J`caJUS2Kn>^JEWx1xbkkao$}DfiC5&t`ZEc`3 zigp-M5nVry^Y^PglQ!m3NQpmkC}J@kFAN3TNO7>mIfiOkS$@t~Qt{G6`xX_fSLjhA zU+9fhxA*H^qf^Iu6Z)Hm(}QprL%(-N?mq0(@;F(FL;?@z32Kgck>JLCfe*hOrpGPv zQ61uKrO*}^Uwl|?8p!us9cL+sfHFrpl~RQn5U?YgF=|+$29q@ft0s_OIRPp^ky_41O$Yz90wq!46DU=qSLkW(B+7dley6Pv`A+<% z$KUJ^g0u)zZho$t10&~T7o6t{P^X@i%@>ZFu;&Z?XZ4VH^vSYEL9Z?izK&WYG`3Ws zTl;w?cs3V6sHbnc@19x|w=HO5=6J(T*U_$w zCr-6kjZ1sr*L!6v+&Psn&nHHj9=%ien{#?so2NW3swzJ@ZpM$@Jx+_xkS~J0H1Nh# zu;P)+2Ts4Ft_IQ8vC*^d=fF)c!XeN&8nVyqqP$=~4+~pfq&!=BPr7rW<=M$W3T$de z%~0>LGC#8$A2CpE0>e$Ng?q)w!59uEE4wn|*ymkMgJ}WqDfddft_cNZV&9Z>ywvZv z`Fxd{wrYQngXoCm?3BdL9Ef>9&Y8Ee?wQ3>mU!Vs8Z5}YCKLP+j~G5@&)k?#1NVDp za%itVL>)=yp0TEPfrNk4yC|w!B-k7v!kwuG=Q(StdqTIO+l)5Utj7JoyY742-o9Bx zZWKT-e(F6ee2I@9%4LQ7b@6*2Hfe$K)xo_t?6#tL$5MHj6>sTH36yub!u1!N`{XY(Dx@Tj_sUvk;a+jyprjN#{KU`o+LWjZJ~Y4a z2E{{Ve8|3NJT}!06K-A@C0hjrC^gnvUV0syPUgQ{!$>E2>9&VXitd?6N3cj z^nOiGV-%FUe9b5gDC4hq_?hLPPxdJwY)VbKV~!Ial_b zDwdDw&t}3~xr6T{63Y=Ve^B{@FtNf`?j6xig)}QS+lZCDE7JOX)hqq6W9o#*5YamVnIVng8f0VgakVW313kl^X5liet`XGv`T5;aVpjyKkE|;gWO$*+sP;NDH^>uzbaU zZR}VRZ&*~pqL-D7(fBmfvr(xAQb&NPp>Rc_)Fk+BUWZu)p%pq-%Iz5)$?wE->emnP6Yu7o4Rq|xFQFOj-d_VB@5PvI`>{HKlC z3+P*uQ4-s@A{=`3cHzw|J(A#hm8HT~4iqQqL%67MxEx;lYhLlga5SnDqHEpP7&L zxGR~$SX*Kbp0p!~&YeAu_xJdJP?HtM%loGa@{>2?N2;cM?dkMCc)P zQPEp4cjVOr>K(&SEETYgh~YHo&>AZ~FCGHdpd%0V9@Yh)Cqo5KZ+(W$`oa`^R3Adm z8gn*nssizF_1wM%pAvscin@d^-3{Tj!?INi`Y#hD^ zx2qL`wql#B$?jovKuy#24l4$sFCLq>DN`e>tqC$Powh5A*Ah85PF6JYXbUmmG`IKMm(G9|bD6w2dz|Q~aUF zV8`!z{9%98gK~TJfvqpxfzkU$9cN+y(&F}D)>ij~4-@Ug#PW{lNy4pqQt$IXmr+!j zXq$<)(?qrQRGoqmZQ}A*2@&YE@_N&l%588vuoy!VHLqSk!&tR3q-%Cw?a2(*j-;9oWr#I}1B*u2dfpcEm4j$~m@q+GB$c2av{P zC9L!M@ZP!omN?hyj2(}%1b$%8rQj!Li$5&ftI@RIfqh35Jm}`vW8Hh?ff2N?p@-YK zwnpv^)I^+^Lsn-YcpI_5!9Y12(`^#ken=nUT}~R#r9T2sA%;WkgF9ivARq1hs8*o< ztTH~xunW>VSlxUq??7OB<7gRvk3O~QkCv|7|G1dxtod#PfaAwGp@a_rlPrLWvy8i86dw7=f49C%*KzgV3`i!dV;rX@9jNF43h_(2jkNe|bP}^w0C6%^cmUM=42*VU%zFK!{JFnfs9(1liO)H_36m0TW35BIbiAS z3A2weWatESlr61W9rk0aYFm0&`ZU3SS{tuqmrPbxQ*$wcVgT= ztjZ&D-N@bqTaKSOb%RC_ADN7kH|e#&%9hzyH51%8{4fJu70Dv_tn4z0I^F{JA`L0H zwlxE#jb}r$nI}kQ5+~~Jdk8t!#tj9L`taoB_?3hW)gaV-{#!?pBrGX#5K%ZZ!a4V+ z)jZRZaG`ztlGe^_c-Cxj%Q9dTIr)Ao^{l7GJ;6IPV&D3Lj|9<;7TFE>t&J`V|EJ&Q zj{w1^zm1Po`{Vcs*kD8SA=(rQS)Fy-2ZA~o>>#>` zD9t8ap3bhgc}7Y5yKC;(`ZxfM`j0$B zA#%9*EnxbH)JVfu~jSassge)pZGSS{B|z`SHDj+t|p`8@O)yi)FM7wmfo zZ#m;hEsoYe!PIw>U1ywtg3LN4&9ewzy%;27&OZda0wn>7j|yOmh?bta&2~^tG?23Fn@q}kjgC-OpLIU78M|hB$%yPc3H1lGLiEVj;pk7A z%U9G-{QkTvRr9+Zf7l=O$i02w?M##&w3e}u$nCd4S{CUu(fB`}=yF#meu`_U^ z!BEPnbLixT$ZM{8J`kc?*;;e$4my2p;!a+f2mrfYtF!zv!AP~u=>CWkD93zp>+bPJ zw?EqVUo!ZD7}pK>T2Z$XI%Q)|WNs|QJqk)?TKSh68mg<;FM`X%POQ4ge6Y|e zQU1;IA&||;-rTCq2fUjL150Al;L7H{LM4_#WWxAGFFbWUe*g7wKBb2%2w9p94O`Aa zQ#x@%yy)-i?f(@$jZF76?RTsK-pB3UJ5C)$p1hmCuahx=Guw|Yur8?~GA7Rb&Tme^ zB`@1`?Ur$$LD@!ZADN7(%+CL$;%>u;Sqk-Er8I(ToWUTX%f=BD~^TLyJfK#rfyv>Fa!d;wN zRgT<;Hqwu^XBs%*zB-=k54j2j8bN-CW4q9M{w`mJ&Sm(NaNewF$qoW08d*%;R%pZ1 zrh^e%tbZFHL^F4P8y|nOKMat5g6yfpDK$_sIv=}h=n%r2nvYLf>c9kz=}C%1N~n@a z>S|xhDX^|yI;lhzhmOVf?z=jm2GXq@uU%?QkoTO>HvRk!uw!q~2E~#-!k7X3mfepm zVE-H1-oS+mVmYehK zd|X!M|NFr`)1*+@w777QbBZ7y>(uX2l7pY8h2LUyXu;j;w%+8-p1An#0i`!FyK!Y+ zXx21^EdIDiHFZmw5ohe1`QopwjPDw-WPeL#z%_Anjj@wz_+fi|Eei_`wm24>x{H1s z3ahgl7#!_g6l-0$~2kAFH^L1tg7wdS|LqV8EFu+keHCU^2<~qdi-{LZE22o9#(UkO^lO zcMKSYPlcBboO!DMyB@35v{n0q9*>4Ss+Sd|Kw62rY4hjZ2+qnHSq7@Z_MHAmiaG_P zwDm;h^G7alQGGGsHX#ymd&E(1Jt7J>4;xqqaH=8G#cY$h<1?t3NMe`?JtmlkA5Ph$ zsR4KHUdm)$wn6tj;|Wr4^ntB-te&Ph6z!sTW&3K58}0~-STaU@A#{CmY4$?Kka)J4 zRl4#Bdha>LP6$sDJPddft2onfmhdvK9QkA1L`8QZ)5;E?Rdl9Nc_oC| zHRE4j3EYXR%{(e|`I)fTj(x%wE*Kva6Eawo-i%vRTAaM~_G8WAiOoPqj_;-LG#-k3 z1Va(~hV=XrL6&8vZc|`1@OykXCP*gndwc!RK8GDf@1H74hAC5;AQx8}Aa@ljpKeWs zePXby_&6C*F1_*IE075F3j+F|QaX@ZeJ;QD?n!tn_>SakfiZk9v&~*KcnSA>Pke4Q zJMjDUSE*^M_J{mbDjST{DfmIUp2w&(M;hU+F|%?P_d^t?!-p&(dDONEccqY616PN% z!&tf>GB9Ip%+?Tu;Sd$Cp5r@F;~eCT3Qr(sR`z-C#A*VM=4+ySPaPO!xmw`J;eb+_ zH0xEH%wT`cCkEY@(TL2n>Se zQO3|ko9nv=2#?D>-d(VY$By(oHT50$aYh06^#9l1o4{k$t^fbV$dDm3ky&Okq}=P; zW-=>t#xjNs8A^sIQ&A*Q=And4Nh%~1G9*JXl_}C>rbvFir^oa3%kP~2&+B}r^FPn) ze!cE%tv#&0*7ezIuYK=(?dvU;WQIMJHtsBOVaHq(=(lXM+lf^!Rx2H!`T{uH@vD4F zvKY@()o}kcVysJiP5|F*FJ`woVRk2W75GZcOu5rKKqvUC@R#WvFk-m(FyA^G#zm=E zyVo=}(bJaV7@xLD#DIqt+gd{h9&n}jpZK~?f8RyGVQ`sa6^RD%ck~QigaU?JJ6=#c zLnoN!vd>EnL#tf2gvMSi_a)s%(e>y4uU5^cF+J^l>k6n*n9+ z{l{9VGR&hW6yNNjKIT7$)LFl6#|Xrba0@LL_Jm@B-p`o;+bL9Pl}93pMa<9Vww=Pm z>Xh!JD#}V@HH_{aawUtK=xLMekoQRaHn>m+SEVr-bZ)~(}u(6_mv~zDNAU- z-*$OH`FIE#bj_)^T1GM-BX&@&kN<<*?l>QZ7WA}P`;JD{OOTMR<-otB2)RlWG_wYE z@XSZ()uAk@@8xe$(>Cl6di*%gi26r*+L2?vZh!I9{^FaXv7HOsWz?urz`MpUceov0-4z*eDLS$C4D18hmx(gUpjtL z1=LPVNG9F#+2rs1&q>YFPXvKWSbsdTT6WX=e{*-@{j>ZuuU)|ZHbw=?XdaQ$c-f%+ zhgKw8Jq*C*a_Ih~iy@o%X`QPP+vYA{@bpXl=%L!pFPZ(j>+#RFKaRnRQ{svZoN=6p zA*c*M+GGPRjU^61(zLI0Oety8`LF&px7UNv8dx6*t++@yAv%+-3S8@d8doQI@+qv< zZJIRw&(`n1d;e0}+r-U8M(~cqUTSAX(WdtQT%Vu$X&KBay}Utq(74CeV##9;cimz_ zL$Zt#_O##+#KsAsD4oLF&#v~OuWxw+o}a46Ip)r5ygL6FiQU6$(zZn7+R5Hf2TJB|&2$B|5UbGqI_+rPXXwC=1r0=+KaM_Dn6p0@o`4;#9pqkDo0A-9I>$=0jn z$lxTe&>A-nT&$U`pJ!!5E}HX=XDSGx<^9-4d2&j0QgrlX!lxY|kznjJCCiUEs3o2` z)xSnj>f0V#_toHvSsUNcT3&`b-^htSKP*Q2dBx-^x6@(u5moIS>yAzJiDj|K0^N8h zVdd8`$In1E$_s8LV|0*7Hfg@Bu=%C?e>Hwux|3}E!fi*Wc>0c4CANN3`+x2q?p6_W z`@;AjX2+d9d^<%DpGB*6oRTQeeTY3M^neqIoD&aodGlG~iR*_jpSwTZB3GZzE2PWDkeCMNi0{eN!H z|F--)wu6pNv-=@jRmh2>B;l9sIX%;=YkgD&44*%m3wW-H(t@5%R!u2FwurKcUhp2| zY|URLw@VIAM3s=66Plns4<1zKi>*IASbWvdVrGn1!y>nmP%}V>`*sa;xfz^$@_EeG zw-)4_GEW}jA4HJ_@pg6l+Ca0(Ka1zn8X74*RATusZ#b#^-PE;ndzK?wo%OGztHe~~&8fWz^ zJ&vQm3Va*d3|bonnd_5H zpU=;KwLH;#8*N=eH3+#)OU6Z}g=F&iGn@9qI^RJ>X*@{=={lJn)e)74;}<1Mx78j( zUlmAJ94yo!-l@*GlFSlOSN24)%QAuft;bX(+S9m1+Fs7rN|li8RNq-2^a4Ezqh0Dv zeF8%QG776>OUUQkGj^Q^3n+QqLxg^!7H8{@O?=?K4|}&F$I1D}$k_GT+V&Ay@C}l= zY$5%x$4~p2*Y#)lX=kIXdk>58!3De-hQ)ikP@U4H7nj?aA-QNpJNO1IDm*i7{i%)? z7V_)@ucs;^U#}AmmP7oI_W6oXbB!X}l|ip|KcE+#pJo#88cN4~93Jl18o36lFW+ZG z`jw+BfqfKxuGgWWc=ck5Q15TNu9V++UGg{vm%|Yq1BoEWlB!d-x{g@D0xQbp*zPWfAz_JdU|Xj0E~EhUbW*Tp(kaXG**|-K=pn?o&oxD zgfWm-5f62t00OOd#KGCPuj{YOxXYh}Ppgj09a>>%Cf{*;HPbvYsQa8%gxB{k|NG<5 zUN0ls426v^kbvRCZIN3%X%PeW&YoL0w*cl~~+7~2`pN#h)D`0Z{nx3e9QrQ^JriCOFryt5;kz-V*OBI~Zjx0(UF069DI#~bec zCC~0x$Ny{n|Lp+{C5cyGZ_$IZLsy#{Yfvzj8l&;Lq}*bj$Ww%{?cC-BM+XN1~ZF>GgB@|8DtzmY=3;`|_k; zDLD+>FOiS;V*bm&|6(W5U%ak=EZBcHKkXma=C8GXdEkH61DhrrZSd3nnr!rYWTVS9 zYTrdV&+6f!u5P7dWF=vxB>5lTM_sJMt<=@O&q*TGS5l5YPjK+y`qzQ=uPw$x`|XZ< zttZTWOOPl#*&g#c=C;1b!9jI>xAlaP;`aoR+28U+#@`n^IDF3&A3y%L1%&Fx#_{Kg zlx>dN#0SI+IFdLE;p5>sk~#~o8*fd#-#>KDBI`@kFpckZR>PdWCp7V#CD&ItORs-v z;+>6mmR(PT#~Z{8XyR*Y5v?zP^#zfN)?ELyXXJkzebt+`qw^90gmhiFJubiH-~KMd zNx+$R(TxMV`+c<8`^C}L72)D-NtBSfxYhDq8__0|T70or4?&G6h&Gk8pD#M}w^-l>r^Y}3H3~$(fLqYMn!kgdDw+*Dk zhW(>oWK=x8o|VoF!rTYc#PTE)(CGq4&79&IWENa`ay2S?t#_6r#U9y5kbvd>kmpF7mTjh4S^awK8B{ooOU4mO& zdn=tUqX)vh$9J6LwfZGWZSX*DW109v*h=T)<`D9~A8lv<#kuzN*NbpPkM6uUz0k(_ zgZ-w!hW%ZT^Ld%in=b4E&M$9>SG^=qWO-!A*gQ9+h|U+-XfUDiZoFcuQzQ??3!hTP zYbm3v({-~;ojXCtSuHa7rZ~Dk(rD)sP=k2Y=M(F{UBoqdYVBvGwSWP}waoM<{z$hw zlD#M01sq9Q!ileK4*l<3Z=T&=XaTh6KgDs^yP%mbPA1dtqv%@ydm@vxo=yGZS17fq zlP_~?n})z>k8s!Jlu|hKsh84N`8kj_a-DW$zPjO$-`oG6o%k80#-QV>`BFXx<_k@? zb+K&SIR1tX8}|2V42TYBo_!z+J1mdPe)W|>jwBA_>Pq4esAwl(XCa0{)NB;Lo?wK6 zQx;2g>AR4Iw!w{8Sr{CDdW~9I(BwC?-Oz7nySq5olL5z;Lp@+BXF8A5FB&ymC|El8 z%m;$`p4Dx;d>#3buc)kWlp~Rna~~xW198zWvM#z?Il|M27R2KeKInCUL7>i&d1R_h zXLIG#@FqPz?x?fJ*FPmYB*UGNGGC|uufJWdHbUla*guYP`IeqTowo+) zypL1AJ$n!xWZW(5cnJetVPEe{0ys335bmVy*z3*}dWbLWYvZ)u{4db;N3`=kYtJD)wnxFNY%^NoXO!9<53+R4yysvzu}eC; zAoWk{@rS4Wzok-lo$H%fGlIujqIvJbYY;;BOa{nOK+O3mNgta3t$(m#-%H!Df0Qla z!r(NKcnYXLGC==<2vmK%t#;dXpY_m+Jr&8l$50_hgPmZnD}?KCUYW;5p@WljJ0EtO zhNhC_>CUXnXg5(}l-2|jcuMb6;CwlQYdSFC=(?>0W-i25T`O-x216Y;A1B=h4g9unn`)@)AM#wyz`rZqy{VLAcb_RT1x z)Pih!mBlou@nh}d3i|V*_qXEE&DVQ(!Yn?Tzv82ZCU8_D(K8y5Wv)GSjx+~_kguJO zZi)rz_lvFHf|q~O}!TvBvZnG1Y~cn&dUEaD~)sJp+Sd;|>U z)|IE&Un6#Wak`rM#@7^>F`~AbzmmYV5(LmiEI@WqfF})j48euad)tx@Y>N{ z`}DW%H?C6~_V?ZKq<18e2JDN2b5(CBjLA|E^FHTL#?nZ5Hpb&|_F^a+8K%)GPzeQz z@eEqolUc~=Ft@;~xdd2yrD~TubPLTcc(Om@l!X2rO1P#pG8FB6%hRu<23T;EnI7;8 zJ-x+{Qpwm1_ZTY{pU~sMM2JTqjSLO+Z=ach6XUq4t8c?P=Bpr`PVem5r!C0Gt@YM) zr7A4y3@<2t*^JsY5EnZl>M;P%6UmA`5yfxPLuN24xkjiQ?yq(mG*twG_qA-#*{)n@ z?~Z#oul(C9zJE0TPp4v{YmFLb?0}f&^Nl3_C!6(X(BAuX{ro*5mwuIt`~z}T-bVj| z%>#&fj*)GTp89S3jd6U#{!xvF&}b2J#t`6?quS%fb^*yIJxFYqTMyND$UpXrq$e_c z_n2jz)C;QcC?15Yqtt?1BIpK2!r{DIZ1eS!3`B1>XVQI*6a2+5nH*Vl}enFrCoSIdkjdYPuUf?r=o-22MmjpD8W7NDM_&5%BK5W1y#Fg)zLnn zoMEllx^MISE5|vaWo7y&pwFY3?f-H!I`zLsr9Vn-eqvb2)2j#*AEW*0r4rDM_A-I@ zNue-&ad17{+T14n{@C+-YUOqRSG7b_P{TbSVy`GzOE>@vh)$Vr~x>1pXTU%?trAvNaSfn^q{do;zyD?B{-)W_OI(sxI=Or z^|uPT3rK4~m9AYO066&h=-^yg1NYtZU_9c&> zbQIQ(0&kh^@-HFyBU@DM@_${1}HvRhPyrka*DlYlyf$tfPdcpSNZ>J zbQj)FC^gv0#rS^f8PGVr*4vSf|J!)CG5c%7{!z=gvXj1y$2nlqc=?{fx!uUPONqN_ zf)fUWe3|4!SP*q8<&`+j27Xj<0 z2Rx=X^fvXMpV3`aCG5HtX2LL{iI4nspM@|1dQZ7BI+aFMpg4E1)rj~AcG+V;o zn0EIQB67k{rW2aMxek%zi5m2vlw;e47rxctCP_@vx4ser@=Dp{tEmc`{Fm@RNufG} zAI3*hf_LB0K^eX=L0j*OgH{gzOKCCNP1}oB2gYsv$P3M)s$HktHlyfNesz5Pcjtx@pD@Cp=-ycip3T4Ke%?PqG5ZjO zG8O1kNe?ina&GEBKX3oPJ^wS>j&|I?OIXYV#yfJKlB(7IvVCTGnq?=tzf(U2rCus%`$ zRm`4tWoyjzOJY7lFdX6r{O}4QIT)7b(qJ2Hd}T4HvSD>-m}W zAa)f`%6)_Jj-a)j*Hn*{zCt^6daikSw&I2ko3ur*mSFPoM{n7CjbTXU$otc0FpO&X z&Q1oIZ!qm|{<5Z*0ei~vF()bPJtT5=&@j-+Vp}AiI~))t#zLyB59xmu#P)Z#D$R+# zho^KbR~{UngnL=}Dh_)d0h8iM>F41|P)NG>(g_QZO?Qf#*7*78nmc?cLtCp9*N{$JA!qScXV}GfXJF=34obS^k;^ez0KB&@IaC+Xf}fY`RV`d0 zblj!4Z|2!t{?FHxtxXE=zHkOZsr9u?Db`S=l+0|Xvc(7Z8}>K6;Bi8ScpZDv=ubfD zd;aY*J1-&O*-mpG&M=UFBgo~HdI=eoUWlyb_|L! zpIP1mrkzvN-z2#aW}I2mX|{l2t=iY|uLvqIkCMKTV~W78#k|O4N>RbegI;DQxLac8 zh#_jNP#RM!2__$+3&5mkDbmVowJ~v`ql?)V9vDGJwi1P{BsRM{P;ID%6*KUSxE^+N z7SbNos_vMWf@N8XJJ|b+5N}=GM*gw`9!4aVd%SW0hH2r?Cc-V?*s(Mg^H>g4-DdCI zZXbY8G4ToGz}q! zx?Pt^T>hr_21ISc{;0`|1q;e4%hPafm&2Sk=^11-BSNG6+6OAmxW*q;bVgPN7sZZz zI|a4dS$S!?;!)SBw6?vgVNjow$3eCGGAcP(e{x!h4-y)Nb^OnK!9~gNH4ZZ8Lb#!) zNpj{R8SV(&MCE~Ph_OchTg3{F&!C_I$IJR)c*4JA3 zVA02WEdF>ss@8tovhT!QaJ44zjV+l#_kx^FUIhumy=`JwM)<$r_Ogp`jhwgvjd4%s zlr2h8{I`rM^^U!ep=8xxM9qcjCg`^jSj=N$!KEV3)Itj9ABXx*PhQ6I(_$>i91dd5 zEwSoL-3}OEU29n(C}C0imi*D-XbgX0_Q;o1Gt7ZaXT;3%Bu3ZOv}6A6UX1*6p_&|t zBKD>=xlGfK4olc^YiaJ@EX-KVX}@_H50S*D%^%ypfNL3k7ozJiSf34)^{K-)}(FHtdgj+u}VkmZP!VQhHnEp*LmQXWDmu@>N(uZ zop#N4H%o!}#opNwWGuVTos%Ol1u#1`~ejO94pOuCIPdQkA1#8UBhutvwPVT z76HZcvoH5cqWrYaaTU!})N67bYdg#5H$Nocu4f~@Wp>S=R)9Lf@Vc;cWNMRhxeST+@ zGWraZ^G}AW1^S_4=NPNKn&%+ZS2|r;FB_Tgcdkw^#6#k-)NN-)vJtmehjJCkZrFO1 z@AI|SgeZ4HTzZ1H63Pymzn#|aMqgN2Z}>z$0aKpX=&i|%DDSGMo*{<}TsVE4BeD-4 z*_$#uA1A*DXGV7$CF|8A4=o1Y#ZSsGl(|qZvquzd^Ex>3%y9<8+Ilsf+3_hT;;V}V zT*$zjyG1GqYpt&oY)e^L9glTbNfSvaBy)~Y{Bvr_}~{W?z21q7cW&`cO9sMzT}`wfuFvi&|b@L zYBwn`HTNg9RxO^8QE^%N9VZD^^^RASYV zRk(%{9SIsOFjamGNoD)^iG`k{g=bx#g+L!{X1{WGbnQjuhCUhj0#jH|z72j4Igf%g zb!ENf%^qeT?!p@8gS1 z7cl9nJ@l@sdf4<{u5TtQ7KES1;Tz5Mf(1Gc;}=%mvBHcb6IDCIBz1 zVZLSkA3Qt>PRiw-?|@mT;Y&HADLgB6uY0s}0hm6??j+(d1Jx^-z}lHQ(5oK1DO0+N zww#YUCjXEcYb3o)Evx1O9v!U_G+VY{vI;A?t7hL}gBuXF4f|vN$n)OH^O7wCf~amQ zD$LwKvbgfK%%-a_TXwf~M&=??xJ;72mU#^r3dSvD4woY{l5jdF?;G$;=!tB3`AKA1{M7ROfdG6HN(iLe^b6Vcd0i#2A^Nk!f+hsf2nV0Vr= z7@)AZ!Krl~I)lx)({g6vYUmrKz>~I+M^TKs(vFV_+t8ia8D$SA{71_?-ZnxpWh(>0 zI3bYJq?kl7(_^JMChbacr$Ft|@Mm5i!AwX(nQjGr?;pQI)Ha}MKM1nbjIJ-_P$2}$ zvYwWGQHBm*M7Jw@a-exuj&0)oRYY~8tfyBw8;rb+^QeE)LY{_qzS7{4g+#_2U)Vd_cp8PB#Q4+e5W?v3DeaK054p(M0sr1g89g z%7un~hl1wikGjq;ZeSlWaSc3C4%mYlj;TUjcTBS9oY3%Ibu7^1GbQiracr!get!Om zD)uB$y@q$d7qi_dV|Vh29F``$b}L9+)*PG_8`^F}n#heaF>0Semoz zYkv9-6qk1vNM4DDHu;+)%9$%bGCCD>^sWmaQty@ru@qRY9>vPLK@VuADw4jR*$x_+ z{Wsbu$w9QP-k_J985?tSi*ckn4T2gqyfU(6*h6t&e7XI>e;YqGAZi=-2RZNxABn9B ze<%Xu+t(fr>Xak;6E3nu53j>on92KFM#+dLlvt$f_;uJ}fAH;CTP+HdT(YgEE(1m` zPNqteC#czj?G>+q0qDM!z=HPhAa|b>-A66MP-VARx-!0kF5$M-(CUAJw=VWq6{Z}da$cI2)Vmod;^&Mi1)x5_LYmY4}8F094;K zI_&bLgteOR5^)bLAjtNeZlz>J9c?ScX}+!CwJia2Jn|A9qtoIewKRh_RYi|0KP#cx zDm7ACq1V`tYvDvo=({INxzS}2+qn+XFK`vB!e$n3Gz3xa2OJ)xZpTi$ za*VrZ+=mYzUFMUxW`Q&|^o;Pb6%laG7m{G7j*u!k|aR9Y^gz zJ*&PkFZwZfIcm<++{K5kGQTtf3ubJPNo(7Uq|@LO6t0>+MuJt+?<7}}{SL#a=^Or= z9vk*YJ;)piwbssFggapk)I7O~=xEWTsM2Z_Tsy$0{>b$-O8VGjAUk{+i1R`vE*~mI zt=u<^wt8QIx|Dt9w0mzNce$i%u1Zqyl~&PjZ$ByG)#<c^x&?0UL(c8sMrC{?;*MmstA>t61FfB7&A79$j zO~xz4k^4*ACz{nSG4jj1@NA996e`*B`MlrVz=p~MMmu7iFlu|lZtY!e7*)9^vuckT z#&UZ#EcvA~R(&l_-*8MGfP-g=u05yDP$1;ZG*QTY6-M44F&WOtLH2El6=Fux zP+#LG6JE=OmPDfs%u+kBkVXzlt|3ANA2yfnH2#~I_Tz_|qC-b9Mr!IkknTt6J3Yh9Wrr?_$Y$KC}o@>ULVKluEktf<6ei> z$qA&odcTI(J$bs@O+z8}YPrHbqsP!L*K_^7x-EP?YD0qC-3qHOEmr!*G4MQ?|Cl|r z4_3PUXiIir;GyjCT6KFVB=z$ZG@wt&V|>{~RF)Ad;UiDkV|E%wt}XbvMQz1wg1W{o zdH>cw{sBx)Z4WK`ii9UHbQu`0oIQcY`(3DK-*^C@7qhD8UI#Sx<#4-0OB7tyCQND9 zxPfMrpHz7q_6DuE@=?AUk!Wq}M9k^8%-~PczijR`i|gDmmc=F*4y0`t-}cUDpo9z8 z94r|UK;Y6n_EX^v2=igO#RB`lkGJzoTO|b|5y3rueCaIEDHBZS_{1XRWU3c&yLf=? zq-6RQPYN`%urx)f)r?Vi1&ZZ5E@1|;FWHrc^05(-0oO7TcWg}N$w_SuH|(Zst~@`} zerzQEac{V~H75O>*J|aP7*-(0d8GdK5zLL_rsSADKNfW);gY2{DJD^JyFp)X1fom6 z9D*aSAzmzAq_iR&BFz#d8Y3z}SylddbEz?0bma@?Uyp}rCMvV{n!#?c5YM+{rfGx5 zjI&CW_`8ASrj-9<{9C|CD`<5i>m54TdV8=WfdR|bN_lMhbsdr=y1goLgaT`L?RL+P z;rsYe^ABKZJpQZ`_8f;HDNI+*>Z=Q~t5OYFNOA%vsR0_nlU8Uxs@rqA`V3s>Hm3+5 z%|KuGIZ?5%L+$Oz*JLhBoJN7Wo6fe?vw=LjIA_r8EbjAIRFXh|FA&EOclbPxMGlS+ z-FxlHaY>l;1Gf`dnz=d7kPpHzuOpMu8vA{~}7(~A2 z6J6@+0M$2)ZUJ%upnXfNFl6BY)SQYPAh$Gv;#8f~8*&v8BPovsPv4u*Z^-Jn-OhKW<1m~|8h z{C6R#pLsQX5>o8QG?NT3dF+m+$EE;Di&ca(AuAJ)! zGtp9tbZ_n(8=yW&%c_>(jb@mgzI+O00=B&z*$+HF;F4>aLW&AJVJ0qN%n)%V8hfFtA{(;oL;j~+gS zbrfp(5TId)weIKS53z5TEZiq`C$M3)%Wk@ZsaR22uTzMMEoLEp{cFagHMaj=T%(o~ z4!cGA&8Q{L5L;_`=S1qjgPq@PA{0PwfyGFe->u8pi80H~8VHpvgJZx@%(8V0h@U%@ zwD)E$P>K+?h`)6Ka=YT2c=xO19~ANZ^$R*aP4VKn&*Y+UTW zhN%s1DG+#RaR3IcoHt+}JcKG=J5FxZwE-DUL0OU11E^G6u<^WRASf!hhPirNL&Ep^ zjA)T5j7jz$S6+2P%eb106;9M}Li5AndlVD6oRdX%*>XqWv)|$qeZ_DTuUzoKO3fYI zKXTkFk<38bToou&>%}0-=}zs!l+*8a$+H?~RIA4O3Nuwt({y&k$AH z&$z(n94Z8O_py~P-4>NhBN*ivjg~=YG`8y+`RbkkeJuFw`F=%RJuLo-nDFgIVN6c^ zT0+cSJ?z12)2|f~?3iQj`xnO1M%aYkm{sg~X3V}ddNIps0eWW!pWfAPg)eH)4O_$` z!D^pGaby=a2;c2vXW>r=ijr3tkFzX1bKk4CkF*5%>SlK|L~w$JLZ4dU<4OpZ8V#wK z;DUA@iKh2wGk`hH>n{KHAymA_mCb~c7>j+5l|0gQhtR%{nYL{UFvr{TE#2<>^WA?0 zQ!7LXR?C<++zO#&4Ly4hEwC1xi%K(t^rhx>J10HFAhN1I{wff7Qx9H!{XPi|L~#(1 z9oP@a-zcX01nrTKztPP~dot)F6<$2Y^BU)gKVH#hYzxVf<{HwWfvAIx=(t&}2fY3K zPC4sgCaRb{q7vLB0>pcmPkX4W;wrPxbgZnyzQW#Trmn2Hpmy)Xb5t{PC~8+l|n0^TJTW?Y?{F=l37IsV<RE@uNw1L>=VRdur zOQ;&}x^9lEFhr}|3K@JJ#cYmB)P8EfOk)sraY4TzDsi?TD^Ryk|>?Wd%!R)3mE$ z&t~=m)^Mgr^G~Kh1`ILrbp zmXluQ>BS(^{O#KG=>qVe%H@P{@E4r1y%4FFzX=rFQBJsEa0GeqOA+qr{(?Lec4u5S ze~nAr{YF@-;X2l>{`#vtdjnRwC4WbZygfF+jjw$`br)tlojT6jl4L!8D`sdoaMfN*Y6Q z4;(aQ^W^Step6_RXix6p;B=Uv@o$-WM-BHRG;oQoH{hZZ_1Yj4IqZuSHa}gO2Jglx zNn7X#PWILUK3dHudxs%7i_7vxgtyr4roDU&%QqN#1BV?IbpNn50UY!4{kIG2Zi zR~vm^{n*UGHIJy~8>;a>t-~7kwN)98YlGmPB^LZd2XxcV8(GpCf#|NqGJ5j}TPvIt@eApP=m+y=4@gP{<97OM8J65ArdPF;Bx} zTV(aBobF=f4w#E#*a0jznqimmIeKhM+GSUcvqD&i#@!fPCI!aR61rvO_+Cscu|OVo zo)oK246L$=Mc9&SXXR=)9!4$tnJ34u3w$i+t91DDLHmA%uaspX#Q6)79*I%h1XKI` zE|ND$Itm!DhL)n7MZ`*&VO6mHQu8TORnIjqa@cC4>$=nYGU%U}jeeNbiCV^tRczgR z;8MMO?XylLcwukDrtI5l#YG{$Eko)Vp}r;YnPx z3fmR==bXS<_S$6o%;tF6C5v?;rajY$=ycCCF=H!E@uGgj+URzWYflU@nioXTuCr{W zuQ=gVqcN>Tq$V1FnMZl(>I|CeAB%4le}t=>BjhrAwT667-da_yUc)i-u;LUyEupI= zVQ)LQCvjalTly7;?63l(ru(I?4w&(z;`K@wMy$Ilj#R&?AJUgCMGPa~fQO^~wzF&x zf!gvO-bsBt>~!2s$~NU@NDU3GC^aO(wjNDNPruRd-5)Y19wThP7OQZ2$BA-+R7uZLVwktTD$u<}>EF$ISISYx@(%81dr$>+ei7e<+EI z>B*CxW>(RmWHz=Z-GzSs6CFyZ`tx!%dS^iNLA;+ZLMKy4%V_mbA_r45ONW&Y)W)8s zZnmaQ=9b3xPR^&CqA!G!I$FA$T9~?<{=^yoRS~n9v-3&!e+kakZl;bx#^%m$maBIm zH+AwhK4ocZZL@kW{)2c230D5YJGkv2-eG3^P-0b8Gc!HC=uk#$YgJWadk14tm%ZY~ z_U^_a#%rprYpV6ih0*b3dJ4*Gwk)o$E7dCMtyHHds%N}{boixaHl)@?{9k$zbUlXk zzqF!Azc93-8`}yaZ8vEuDn*A9=;*BcqrLJEvA)0oOZSs2AC9elAW^b4b3W|0NT-yZ@_Tld8V{3P|ZEQ=wb_3Wc$|mzkNd#ZMwb zxz+-T8S7s`+t)y7QOAiui~p|(IwTXnmhvE@j?KxhI6fo}7dyWqF=|BP={Gnu#(snQ zSAA>T{feVqjjfBVgQbVdYIM2R0*4h{G#KX^3_ZTMG3XIS!)!&x7_A%?JseR+L+<>2 zoYAltwW3G*cS!VD{|<>BZ8Rj6j*c;Ufi^|~?O*)}9YytS)RiNtO}@`)-! zGKwssN8=P#jK(Umm}Qk$HEpdUrf%-ePTDrkr!3u8>D|4?8Wz2{@w?XW=qzslMkgCL zm>tDAZh$b7P8`(ZHW5Xd;2be=8)4iBJrVwv33@*KEfe&#z-_W^B|Fy9tRx9;4a;h- ztfO5`nRT?QnWOxNnS&d@PUdU?M$a7F;9oKaHvogtl{!(29%I}l8)Ob{BaHi?XU^X; zLC>7OWrChLxJ`a$&N`Zv%)zZ$%bazztC_Qob~SSjiR?EwbvWW?X=UqX>twy*n1dU? zPUdU?M$a7F;9oKaHvofC^vuC+vO(tHHo~|MdglBs6ZFjaTPEn4gWKe1=B%Sx$sF98 zwai&ZyP7$;wcA!R$I`*l+}+LD$=KFnHEVXR%{*8$6*d;RXhEN)egj0$7Hl9hYIed_ z3L>W&95WL(TnGurIV)isVAPME9UH>YGh;(IdRAb==~glVN9js7V3%%Noqcd>Mj;m zt1(CJtg&K_!m#6xI1T`MyiovJRJ2ir+`o%83Wf?F&Pbzx810;8$^F;QmG2f_7qH{4?@fR)_3gQ0S+3D+dTaaT}f9 zt-_FF4El)uSM8V>Tr90(uukt*%TWxh%hW0ob&m5Ju5j0ii!IzpTzuh1;$mzSi8{So zD?qZgT7Z6fw^oS8+-f1y>KKK&lmAJfz}i@Z)yZ(7`Pb0sO#T*%PAD!YD{4H$rA94@ zanOs)0JUMl$ucezjC-Jy{WlEIIsY35=+xsf*t*hdah9(n05}g}$cHk^u$qroQYuSNQx0)R|b*tHdxg-C5cHlyqGty#=r7rUOa0sIz-6#O zcHlC>xCeT6{0#&2?D!i7=-GkG;AeK=EMLhET;*%ofm64d9k_H`SF_{So%+wr;9Hv~ zux1rZBytIXKBKG)L(d3I7$a&X!BnBP+c;(sOfc$D1?LQc3CE}#Jp(oXqqDyO7@c`c zFwF|T5grpV;;H>c66pn;~>|aYE3U{T1@dUj5f% z)W#48qrU<-*sK2v#i$dV$=?9cS^NzUoxxv$Klkcr@(Odm$}||KD?eGFS!L{3+}a-h zuYLbd6mtEI)f-Wmb@uo;0O&lS0Ke?xfMvLOj2);4u?aj=ZGAq~Zg_W0K$PCp-W!aGR+ zmwua>nX;+-$}>Jczm&E$cd%5qbU(cEWY$ju7H&r)Uo*2a#wQ$2-EG_)eYGsD&v0|_ zt61vojP_8GQ~T>_E)_Z3zdjtq3*GAE;ppNm^si^F96cP|ZB5SDAB)w(V-+x7Josmt~~H{E?N=aEIK4wE1Lfx{^1nibJ2EU_;`4sL>BJe zE|x#d2&^QdFJAZyu_+W^Hd{lJfvzkmI65YIi@?4kn4xfP>-{{D%;KN0vR0{=wd zp9uUDfqx?KPXzvnz&{cACj$RO;GYQm6M=ss@J|H(qa)x^@qSskWE_0YZ-YYg-H1PR zwsJ74vdl~y9wHfX3)}Aq_=*Tf0_sg*_oM3?y-HUBW_`WYB|moAYQh?}M83S%V<3?S zX3n1&0@U-PBNxZtVBMcxFP^>W#%st>X=e77GYw+ahbbR={Alabi~@LZXYBjOd|n&k zG420dIVyTNF|gPTwgZv+nt_?s_D`+)v35n>rN@}9Qf+x0G-Z-fKDhPg@wZ`ka=ubt z8%D*9(T?{yfI3wckFqx*c;K(^(*%&zlBz_1i zZg=j&ihujABTN~ZAHcJ`D$+uicUXEw2$;EfVxGJW@tje6>|kp%bUDK8 zVTG5nA-~4-XU#dw3nB4hGh0Nz4;KF4&3}fAwKwK=X~SyjT6(4w2k@YkxJx721TK>? z|HjGE6p( z5#DnIGIwIA;u=h$ro5q^YeNiH`&gTI)nqzwUH28KHfG-YHxk`l)ik;Z&bG=%a|!V`B9LirtWTR(O|$(l*3uHwg7{$jQ-IAqHkPOoAZKr*>yFzhTA zo;YB9>Sg6P2svQi5ySiE<3lr7OX5g^HVmfG>*=d@1PKmi-4w$nkmXbPyuTy%_)ru6 znnE#C6Q0bE{6S%K9BX|3pB|6@-TwDKJ^%dEKJ*OTXgJC4;)&}&&=BC~x_ z&2&HunfDKGAKc}?%@`?TS|%xImfbHug48cB3vA2l?ML3fvQecd=FTgm{xAFaA8Yj_ z@f&DdA;t6;rN_i$%4e*cqKFJv#_!cX*(!Iw_v4uUqUziADr92rwFVO3Ughg(sWpi7 zcdeea>+?qfHet1&K<-|%%?kX3e>|Qse$H%nPtk=OBW`%6!fv3{vF8%!b2CVFd2(@> z_!`!Ivtf*Un5H&NJdQYe*WUyz7ko(Sk$ewAPm_Ji(H+3LKYl{seug(=Abua~3q!=8 z&nI_jjU`>a>OlFZO;-Ke+(CuWao>_?Bgh@GpHc!wV)?fi@y>5TUK2)Na3Ks5FadTx zc(eC&hk--BYNEAuFXEk6|BC||uc6Z6vqP<|8?O&PNsZppEzX5C*{4|Q++C5pti}J| z9gl3m@xg$2Z5YwFJzja-5qy%`Tp)sP3inPvo^yJNW4!(HEob}6c)J~c$YnI~IN15T zVkER-2yl(iH-01TMrifkOg#GZHB3<_`}EprxLeWfFTm;W(>M#x@jq@~QtK=3VoH5Tnc>u0#^Md=V&3%K zv^9khVa~45E*7hOL}?*(1NIv59n{!)pk5!S4}@s#-2M@aQxLXXJ~n}nQ@0CNp=*Ks zb3ZEdTywGf#cZEcN|ls&_&r$U5bqgIW`%|4#=9NyICmTbKN~#NjQ{8B0lmsk?=JIe zL;A%43({8(;KIVK_L>|MxIgY$mLfZLeje^up{3)~gn92`<0K8S_iO*mm*@;`G++L^ z^7a?Mda8rW`>K{|;ls9ONEy>s_^xIsnR zUQNUv0j{R7q|bqZR@@$(u_M_gk=_GBt0XN+GwQI$*DJJ-yl9x8!RZq*b966bG2*c1 z<$umqy4{TE?P(*J2u|T8$d_Zq>ry4RVG}D6JUPkKp^>|B{B!rbJ*+ZL4Cj)AL7NQ+ zR(;jSnrz4X^k6G%5!*TGmH1b^)v@NVhR)gBLnb8R0Xs_*p(S}cc#XL4o9mX1u&Eo) z_A@hu_ZKVgFA&)SKeiLMxTktRvHun60|NDk5eDJ#kR4=Dh`et=y@w9#ewdNQpADLc zHY9=(M=l%Ihp=MdsXd}s&kt4eMl}PHzPx zLD38%f|-bflX~{=xJ;qy*UNgI+w8#)|K~nd%-!I$+EVeIuhocU4xL60{0Gp-LSN+e zMgKp}hu}-);ms_Bu-5L4|6LPuEPpZEw^9Dns>e-Ry68ck9#@e_9vAS`%rQLahZP*D z6=Vq-zYcshaY>nRw1WygHoRxa*$Bg}qL0XhO`+^1V+KNJJFNWwck`WUGIpk9hzPov z*E||oqTH~3N-W~BvO=Wr=DyE4H}`X4;cc1I4UZ4$LE9rVUD?#Gpf7gp{X(D>G|0Ry zuE}v7*!y%mJfYSKLiq=eHJ98)jA+xOSI3*ejA0c588rtmOgNXpulNoax%EichcqFU z?@M*W7*s=IC7ldS$=iR-AK6#i+*2F`Fpqlfbf_f-mcN+%nO0g8GJbpm1~bGrPZLyO zjW6{#>Vhu|>cVCTeRex5Hz405E<^d;1h(sf2fhkdfmTd;s0Kqlm@ul1QS*#Jm;(p; zrY$CLR_QLJ%y$8k%62txWZMAqYcs}V;W9+eBFFskqs{Ob51wUaWBwnv&m!`cZowEK zY&~|-{0sNSqJ>@OlF{`q(N-+z1i`nFRZoVmH_Z}T1_Zp+5rv_4+Vm(0{d8@1lykG@<=reKMz zzhC)y6Le}t_H!+%S+=gjCP=*%C7XTMY&TM08O6_4=kx@rziA)LXW>tXl>ZtZ)?beu z3mmiTx<$M$UK~2&kPDmtB6y@*L zpdaH*s-*BJ_gN)!fsN-|n}duwysi|`!KlY1-~u1A-D~5XaCY_c&>#aSKXra==WBOx zj?8%L=x1Blf3@S<_Opq=QQ=&Zi}@RH>*M^hUYrR)Sk-~>%qfegj*KfkQ-`aiGt{+P}eJ7eop=Ig7(_*j#3*WBc z7?%$9pbB5-wQ^EdFw=E*Ci$clyu(UZwUBZh;C-PEv1n`sO3dMs#c2>g<){dMsjYK35YyNC>{r=<76Zt|S zSQ1^}_ywN|%U?|UjmFyn8(SIAmHG10$kn#HwJt#U(pHiDOV;oTHL($5*A1X^hGD2x ztsR(jEPvWemxI_V;?pn*5#+I{c5X2gdBpi=0X~L1Ky_ULWy|*E>`~&-WR= zA%+(d@zYX{V6QiQt{Ld|tgJVaXYn}Pv|WII*n)l4OKWHzUxjDceFFef6%K-=4sgnU zT$$ZJ4^c{fT=ayIDJ1MWP(}vqfit1jnKQ570CUE=ltb;$5ruXtN^ud7;h;U4&_3>{ zKju%JL!Ls!1|K@Pr^KkyY@DB6+wiZu8FE0EG}{H@@*`M$M@F2U({Ip&&ucZ0IzK)M z_zH$IU&PqKNBtqn-h_9+I5?Tp_q+{M%X3TL%eapaR8)RWvcjK$FQZA8rwbUK=NIk$ z*auXnH7eRh8WB&pVx9Yq3nBkA2ma5~*ym@M`GqM9XIdL~cM!tYW1V--eBXGzvr&Hf zX*Eeu+UY@k8Vec|As3M6=X3J8*rXbbu>QxIYL73*2QzWPhtCfYqU5)%pddj-#%adx3|yT zrh_c&Ez#fReNcFiFNlD0UA!M9kK~mjN0Iu%dybD1$8C|aZ{5>P);68Ue%r9M#RAl# z&U3D0e$KLW=tb&Hsn1B&a#bPiYb_rY)+=H9yZ(CM(VqF!tP!M0`@i}p3jaYZl-}So z%3t_S-PPfNGZN1kADGNB(t-4+kaEP&bPvj3bGvuTV=R40J!b#Mlr5)N?C@WG0`ZsV zgE^kP#oEs>Te-%@jS#{c?|T$I53_)bZFetGlhlJ}%e+lK0;z~*j`j=2US9A>YM9xg z!4+W6YG^9G5CrQyWN(M-J^WV1*Gw&^M<4Yhi3*@7*%HZB!${Kh_f4s|bhZA$E; z8rv0cO8mvtL`M*G^V<8Cp6me_7YY2-WZ4E@QdR#bPRc^KpL=1QP2&w69SE2PYl1+o z@2+59gE0`>nQ9=&h5dYu5ADgl^&OwVS>G=gd%y@*e&~~%n(Wz53}+JrX@118gHuP! zEuTre1VpC>88(MxA>2p<&#^~%!%bJu^-Rk~1Al1`!Q7T0cvUuQ&r90}KqxANI(ch5 zFfx--mpGG+*lKA&rA+M&od{CoGi8Ip&H97dafaid4KbkVsr~2Q2W^_yKj(MvA$0MK zrTrWejFnFt<-fa9-T8u*^?ojk0?mv4%z!a{zCRq+fdNH9zs3*Ah{lALbMm5IFoBzv zjN)q)knHG`-(M00XWnL2zp5+7%KwpkdsgXgFDPbCyv^4YJO5Fc@%KJ$l<$j-I;A9i zpFl;3jZdmC_VZEuEiY^qpu>axrcbFIdAES8=LugfvNeE!XXBa$i)je!yGgyYgQwur ze7#!Q+fl&bv&636m>{@=HJ1L~%8FdnsLD;>stxShc7uvMF$+<0tf1t4rx$dkX-oTX zHwY~21gpLz7zIQuvQfmDtyuZ9Q7h@2r6ab}7DDO>ZAbIn*y|ml)+$i=_%m3pxb1DG z_zA22TM>sdESaXjv6+{NUqq)6iwovW$yS9xjFo?0V3QBxCV80}d#xwjqeao$8J-B- zMNSAXc>BY_;QjnEh+@#xxj%wU?FE?n{`4*V&P0UJsrizRULMfqiqzP^qhMgguA;bqPPELsVg6#VU<0;eq`f=VcORUB8q)jkj+o7`4b7g$ae%F}a zwK6_$)E-Rzhzs=qAMpct^ge5F7mo3GqyG1Qd;Y=ne^@0raQLDq+xFVy;qwBFIp|HVfPJW4-6oqpl70_uF{u8V-t_8FAFHv2xcTbx1p z`+90Q{A(BLxxb^DuiEwRp#1IPzIRB?8RhTPeOX?_-1^_A4USN-&d_`YtR8|FZ0(1z z`kNbTR;#%<33So99mCkh0lX7;hCZHo3DWwC_4&WvM=0?85NW+&&!t;|L zFY~N=v>^8LH5cmfD?FseKu%^e+rC5Cu+lKrXOlWYIbk zF}ZWt_)Lg5eAc#2w>c{Wkefa79I_t;+n?<*zsb~w6(8LEqe?l5x4xemEr8Ntmt4O; z!+!pHqyAbM!j$HFhzMGQ*a(RpV+E2I48$T|)`KvI$l|x|X^1ChI_l>uyr2ZBxbog- zSAYQLopwu^V3?tJzomN&dp&IScItTYIdAANUYyI~7mT$YMtT1CK5aA}<>X}2A4&NH z+K=oW?bF6yZ)ORPxA6ipD7Y|Y5i_;}`~YST@uq9RxkpR<*IbejVm%|O5))ofe%``d zS^6r_308l!NjVt4-K)^73`&6IP>%#TR~twzcp;a%oQXJ8_6mQ8qc=QT=y%-0D;UgB zBD6=hu6&=pw6jx_yYG+rqfRECpLBT$??}j=Adtph&yBQXk7`U$fU|EI7WLz?*Ng7> zFQYZLQbDe;;aw!EfwZ2=eFO5l4tm0ou={ z8dmzlf84&pH06|TSPHe1r|A^-h9JkmHTFjs$llw0{s>y7!uu%bvEvuF@6|(vVL~{; zlH9SR#sUo0pUFEr)`5rL#2DQ7rXYYo`isV$UN9*BN~{#|70`E7+v7q*5S&jm3@@O3 z0A!t*g~y26Kru@S#ew`xMAX#y@ISlXUdyY$d);V!+55mlmLqu@V}3=|KC9RFU{DKn z{$cUrvk|XT0}?-WM_21GCu%;;vll&mS?fHqA0%{8Hl{ppN8$%-J*mdT{ZUP7Jkq*w4h_`!(sSDL(B`q)X-dmDz2WqcP2 zFCqQid(B!aaW~3ewI5rR@uyMvPLUftDzs+z15w@^HHAHOC z%$BkC9swO#_D$(Xv6%zrDmDDiw&Mflno|0$*I8glbE7Y_g9v!tI7h44_z+MvU2*Mg z3`VdmPp6gY#KJ*?*U6b(xnR0q`1tguBv|xlQ0(&g77$3R%@UwE3@q-NsV8}qA-WO7 zQh~RlVf1nnjg@sGU>zPfQFNOeW{6+<;THexkHq`4RJ=Sm)JPC*Oyh=( z8z%1mFPZpgDBE?}Q!wGP)F9-2x0(lQ=QLAL+=a()*9#_SL~VQC?=3grygOj{rk52e zx1YYAG(-z}ZcVBkU- z6oe4?*m>V(Pb}1v+_u{*ITuJqaQe*+C&F@9Qs-Z>^Ly6jA-Z^8M;Zn6`CNfEHS-g2l!v!GRF_F zLTAH-78f>p@EOwkf84eR#IB8d%qSCqdmt%b!j%O+mpm$TT2BNBd#2R!X_SJg8{<=Y z>LG}2BN^GoVX^R;oj)VBeI7XUz4lr_cOqm;>J23+YXJnhlxd_vBY;MH{598yN`!vO ziJ2oV(J*DN0`cB6iQuIA)|EHh$lx*_hsyWKN zI5Q!7Oa!>PN1vw~DFKg!t_NN<4nlB?sxp1q6bq-$8pSbK<^r>3#`Q27kNId>&y`Xl1Lx7Yh$a@4H;vp9{vQPR??@NQB;G zo-fZIZvj1B<8LMhhrkIpTfXu3QUrUVc8BGKXgF#+ zZ{J0U8566mS@6Pyws%0P4P1;lY;19FD~v9^4|+Ry0w&>SGm%}a@J{OOb|YbWKq|`- zoLv49_&vPfG#fIB$d|kB$6i7Q$wMbi=@PlX<;K0x&EW}9Rcw2uxo`zRexsnvm^2#B z1a>~XYE%ra7v>%9+gzh81~*reE;MAcR6-m&Ve8gicBn9 z^KNy6|84URX8-$dZ{L;q5E7NmOvril1vs%#OS%myS7i%H6r5gr4;T-RipIo~kckn62JEVxjtH;w(5LvF&e2ie_fuy&xd;MZtO$t`BMd`_lJz0GQRB+zly{!n29t- zR-o2@nEkCbGoMJ759P1vrGj+rBdkdK@zPQomYcIkf21?)t6Dyz{0$OHA?`a`g4FZ) zs71fzMSYK)hxffpK?n6*#}F^WqUrYmBz|WAUb(<2l)v7_`0j6hp!_wDzuiL7$O<35 zdc!VAybCaK^Im`C&H-U#uvCL5BcN-Z+jB&65lDxaTMzpZfv-cvXH(PIp;zU;8xnEi zfHXKResog>c&XP`s>K(I=x58kM>TQ{QXH~;NiQxK zHz?nOjy=ciO(mZqToBWt;xn=E+U}>7*#;@VxW5*Z+EYQs3;rk5bT)x&DJ2$uLw%a@HkGRB&f4{an2KFn+bS-Ym2d6wMG@?|J;2r4!!&vhU@ThHq z)h2HMxK2X1d$h#}szweHs-9^0_}Iz1dHH0Z?4c`q>GBr%Izj8<_%&)|oH2P{Prjp0 zL6%LL4LxMCGF62gV3P7BO;c57n8X+*@aPT?@K5>D781+`+m@I*Yr^S3y^3|KQ1BdZ z)SlMnQN;&}!joQ%MJ$lh&4SCqPXv5X5$cUBc?2HEjDMgzavouRHR|Jmv{*=J9j)E2 zlLz`Oby-d#lHhWtKK~(#R^WHN){4k<7-WA}9eDY$3{k<-(fny38h({uwCZh61hG3} z@Lvv)Lso`OVdY|fKHg%EM{4u2Ng^D~Fz3Y}u}3)%2vbQYB-_slLs-vu9H*rNUmIeg z_wM})o-mBn?G9Q%>^}OIHprM69;{W9e|>)sINy8FY~p?iNNU*Cca<~hA;rkXqAI_qXb!8Zgv8!I}JztK{ZS*{ylf2SC)kDL< zi7VfSe2qvAD8`WCb zzvKgp2b!@bT|E&#{aw_TwqJwavdbP{^C$*f7wma0Lhisl+xf>*WxBwu7ul;lIfI~t zkl>2da0z116yexghgjHm=G|?BkyJ1>ROwx;NDTc{h0H@0=KgrTbQNB*+_5JKn#n9N z7Q1V~{%xxIE*(s;Ug_!$#ZTPe=&R9$+HqD0SSIZFMrpz2GK~Z}*J-fBM84T((-%Zr z*+OZyHZu(VRHX5^Kp4!#e_8Z=UIM7T+|9HR2tueNk(6|k$HGpVgAq1Ya{=X0oP%3U zBFvAyCELu`0`jW%z2cxA1{qD``#vm|B9vxRjaYS~Aw{L6dJ#(^cww0%lVm^+w|KZe zDPH>X^|%JP_2a(px$qdCs^fLaf7S#4ukE)n$Cm<*#UO55)O=Z$70yJT$bp<+sb{PA zFlH?v$7zOL^Ce3!QS&ce^I2^Zw=$%DOU;3rnq<^-+m=n&T}KA*AnQ|QESz2xLA~$v zh5zkLzCG%_8^db~3h8v~Kfm+N@oiwZqJY}Me4Wu#Xrmlj6>RsJTvdUU4Z(X2ab^l*~AMdf5R3jiaKjh>xT-v=li4J zW~4plycKil%aLc7gy13W6spK%X%NO58JO553gRwkxUlJMr@%emB*pq|7?7$HRP| z^gt;r5~wwf+dKsvuC`_-KL9>WML z0zKwwnMsjxSo7OuH`CJ}jQQ}5_*{^cm;1WyTEqWuU)B3KG+$Dkht3ytU(fwm`yLH- zUK8}$$X&xg2&z7yQ9OE58u&gb(Kzv36h1)w*dM2~6MWm-JV41P0DIo4XKf2p1UIz! z4!iFZf%H7ZQer0B;Lb?dS&I54FcVR2;(4GQ;pk+M`*b)L-b|TP4>?u`Vk?ilt&7IJsue_sfOpqQY`|RTA#kVC&v$jD9wfL74C)xC+AuwxKzMi zxuoT%d-uXER!QZDb+kc=g1}t%yG6k0z(8Ip*^Zzfb8}YSln1*H?W3&{s|StO{Yg_6 zOJVDbp#iJi6vz;N%PQdi8CYFQ2p=7)K`4b7_|kRcz+G2MrFkB%oC~V*g&Ha`L7s~) z6%CB!;AFu}47o)vWFA$@Jzwwg$N6w$T+4{mOb9+DIm5IlFAeq{W9 z@)NS)C6AwKQIseob$eT7rLha7%nfKjBYp@nqcj6=LqL4_!HLXXVK|&|Ky31~7ND3V z?ND!A0!b&|WxgqHM|?ifbUyJ-E|gOjsGf|g1GI;UKeKd|!VLTEH+fgSM_IF1A|_2UzObS5cnM@H~qek5xy^`Pu|H%0(OmR-prrOgPX2} zHjgm;dHYIpei)v=#|=xa#((jh6$BBjqjOxaX`jt>Ntg}KaQ0l(|F`ri6 z58Lq&I;+KbPPcvm%2rGtdi>vmfj-;ULRp1~6Za{&T}rZ`%cl1qtM)ws*~Q#kW-RoO zkZYjwwhaaF;yI?=t6mOEocB5ubfC`J|L(YS;3D2_fhr*w&^h&Fcv>0=e?BMANGt}2 zC?3rgtej7kP}ypXbqK&6{<^1hER?`K%7KFCej@PGw}&587PLXdKGx5)*!SO z=8la}=R!q738f3?9)fG%mFX(^nc@D9iU{FHWWZoV>uC7VA}A3aS8wcd`j7kHfBO9M z@6I>>?d_9dzc8|CZWogG`q_Q;`a4CDGCrq=vep|Oq#Qwfzb}JmCsLL^Q2p$U@gj1b z&(a)pJ)@n2)Ss_)cLDC+yK_S3S?7bEW@^$78C&ZkZcNI4O&LFLnt z45VCiBj|Z{<8GwP&h4{_*Ae9}TXgY$FIH50vyb_F-1&Y#Xks+P-W z2SN5*z1bx2K1*k$R1Y5G!R*)cMw3t!cK`tRj#`p67;G zxg0QTxNgWMEDmcI=~#QYghAS+B>yg=J#hSh8%s^L8qnVEOXYn>3_d=!6<;OlC{R?3 zu_WGt2eaK>E)$pZB985gUv3%5hi?H#$5Qqy5I>RikQBcXDz&xb=XQPpTCBIOlOO&H znr!GLe80Xx_*+!qzm3m>+V&}TnujaEQ|Hp{Z@E}uPkCC;xg=_E;WgsSjt4@pYn#OI zkL^<6V*r1B@t7D?ZOgNH&Mpj&5^YW?CFh5`*!P?$l$QhY3hW=%y9HorV1V!TSbb2% zY7}5Ly$G_FE9UYiS`mKIE#VIqa$$3m-&mhyBew}wHUgPENNImD-2Zqz zIAu`Mn5tL?k6cqFY4Du_*L03fRezfXBuU=KGP0@>)%s;NRy4Vg1Toa*u(ICSEF_=B z@|+QpHY8@>_ap_E6t*O%^X5Z~b0k;v;{JTTv{5=)beeKEl=2?>%y>}>xZNlvJG`=l zgVA5{f=h@fgkhnl$)8po^ z;5?N?mfrC%U~H>g{(@#B!ry%>e)8vBI9YO6Kny$v%HQ1FlE+z~rS;@YQ^6K+B3X!v zus<0#->cYBosW8N;_v3?8@Zr?YZ^k(x+=6=;HWf678X8Aks}Ia`18Ms@7oEy<>r#^ z=I(-HLX60M73jJ=-b5s<1@=H zeaShy&w@HP7H65e5@>8c^}*(Vqxi1MmJ(>pp-zo zQZ;<{@P3|4cr(b#JM8sAM*>!ReGJ@T$dBY<&F?(=Efikgw^RwE-TOAgW7=cN$7cJQ=i5)fo1YqDJHFLn`G<+Wz}>y4fOF;Cf4bpa zoh|A)s5M+`XN=?<2^Eutsd z6L3&0zy8rF4M^FbZXvYY3JApXOKKalz=7N=$Df4FAeyYQRjq|;;Lw5WuSqKXKy#cz zEmg7w9$E4>vHm~=5AICUzGX%X1sZ|r1BPzI(il4zU8j7-b!FIPLqJB+t_i$d?Bm5f26 z380a#n;dL90;w2xmWMsI26*?a?01W?!b3L~Z@uQ7LpTKQ9iuj_fmbSS?yZ{W2X@kt zRqVzsu!0$0PAMUVndzZ-Qyhq4fU;Av4o5d)!pZJTp;a|}5Jf=#oc=Z7pm~p{azg^D zh>iO1FWw2-_*qVw7-zw)=X4o}_)+gQuEiJg%D1Fq^x8BU7LrMQ8=RGbhuA_J^a)g8 z%0XYLxmHa;Dag26b6OG7MDB6c)|CO!Tx|O zqZ7fzaC^dJalc(RV$_v-*SYyB7=6UThl05oJZ}J>HCBFUF{f|4*p?@J;7{}2Hot@; zgY_!B+Do0J&?*7->YJA2%vB)#u3=O+pao2|4!pU~upc%am72ht0N@JeG6Bzk5~Mht z)*E1N2H4dIjf?n?zz2`jI=lI;L0OZ96=ewvB)l%Kai?S!v2~s&F=|&0jNYT2O6AuN z&bOH?@G7*x3Gc^7rw$RrJqPVm!&kmfvU=Xk*5ciTIOhBnKai&yCWtDjab0T$;O@gT zt2^TG!5*S3WyE|yD3iTf`awE;P2!e%<|_94KbZV+Y~wm_uqOs4I1+GlY?g&L9yMyH z4l2X(!Z3+z(Ta^V;_Yo(7vn9g>TZkHAP@ zV-IE-58!*DwOZ7d8Ez&D$&0L-M|@-}ap0w?f-LqNx{N1AK%-d%Rf20X)M1~S)`_5i zLM?PDDmg^ZKEraFVrl>(lT0w}HT?{x=ko^ld}{-v!x`7p=p^AS_cQfNM&iKxJ7;X! zQY`##Aa(a`fZT@TkN0--FJ(QKAe+IbqSR1ccsARzY}8T(TJ(k8y%C@VT9h^CbdD)O zaRcT0;~KJ{;_%bfQ_@N>jBD4UP$^R|KV_?wGOPhBFXsAqrdR=%hKPd=;jGZ)g=>Mv z`&q>HgvE)DJ2fy#siKCvtslJkG)!N5y#>0(%rEKQB!->T!AcwnBv8*cOtDbD7h%!R z5G)^A4S8GrG-U>xfuwq2@@$|4Y$W3ENxIJu)OK+_WKh2cHwk6?Cg0w8Ja(8!;8OO# z0Y5r!3-!9A0{_$JpFiz?nDfnld;6vml@|Omm63VkR|dkuv+s9hBN-sPzfS#g|oI6RMDUx^Bf3$%ba6T)^;!Wauw%rva?@$^0HoS!L_aPlu zCEh;N_i^6Fs-2V8)yVoOX!|Zb@_vn!-M7RaH?Twb%iu0?^p!QLeN1*%65i)g=U1GE zT@JQ^1CXHS>d?*2`e6L@7oV#)l;LbCZGlm=JdkOn_6{&mhKm_b;x!2@L1CZ7L}imE zyizPY;t3tVJpoSF5BS^RQLZN{Nl{CP2U;Dy%bj&llR4I!&}SIjPqkr?ac+ZIq5coA z%Td7eg0q)BFOoq5g>Nh-iTw!f!-iH>w`*aq%+p)@g1&#sRG6G<@iGY*6FGkyR^W99cp1T z9ORHtFQ?#c4KY+P_(skr@D6b(;-j1oT{YB**w*eG)B^GyKVQ4jAOZ7}$7?qm?EwnS zV*wtn=}?qIS2R;_ii&CuUxpAbAb0@Vv92x+wv34=zqeeCPk;^*|8U7LEn0t8ip%nmKRCK1k&= zA<4q70uz+3QGVT~1;USw9L{!Agh~$Tw(e)7!8;*t#sYIiI2T2u(K%xbMiI^ODWn?k z)R5VnzmygDLd?JUMF0ydW+`K2emR5Sw!X5@-o6IPQft}PHTHw-Wg@dNn-(Zhy5q!- zXkw`ABiShXmKes5>()Mf--D>X;HuEP@_ThV-sxFB?r8>gp1XzvdL^Li#cyE$i=E(D zNwuyRQxazz0g{X_sD7wz{k(|STfcne*yGxj-(#s!xPlk~Dy2Ggp(d?RuZ8;mQZ5C8;xg`mE^tnp%cBnwfyL#^l$2CDT_2wwA?~1UHZRy^DD>A^8 zHk&ztRtef)8m_vzYyz(9iAF|RYrv=v6WZzQRv?}C)@jCgX2=up*{g2hD`I=C^QJ2D zmHfQ5@XqT;DL)#yN9!()lJ{|T1wS!6g47QOx`k&A zqMmPYjQMf^5m1NJJ1?4hkLtD|Wi`PhTWHN{u{e<7I-v9b7iU~qQ>dEXu__$g5!QY6v?7_kT#=|8f99chTi z%lUy|v}lG+>AV=6tCQh8?7amvb(`Kh8PNyHO(ssz^v(kEYg=s7bjKjIDinJ}&ITKf zZ|<**=76?)++%OFenl8^8U;pO?S;9+gNIHijDky7^FQt%It*o`g{=vw29;_d|!}#v<`t3qC@PGFMS)G4oZAAQ4{8xnD8!vy=}jY?Abb>-sg|P$igpe3)(LAtSG)Iv-#y&{JTCoBe$*1a+L3vQnIZ@*YNjXO zU3p$>GlA%4`EY7*dBkxx=vg0p$vvHM<;EOv{~o`0v-cPj*j&SsG|C2Piv1s}%W^=8 z<+vF}&#wsm%inz874||wzv5u~!BN0%Vc4*LzdAfJ5S;TSLvH20T9SgZ?2jwwpS`~z zg^2v)db#c+TT(B2D0bKIOQ%69hg3%YIfWt6` zJCCwi0|Hmep;Jso<&`z@1aI$r`Sa&9-iaK$RC&n)5`>KIS3tM{eO7a&xf3hD|L@V` ztSO=o3ZWCbq=FW_uV|um*w_O+w)J3V)w6~Z3{gvwEAJ;?WS^M3sU`+(^xU^Bs%-(U zvd>&0((Z$e`|cS|w$6f7PQh$y<}rAW%sS-#dsb+hGI*=-1_vC;=CUf+ok3J93_m$* z+zX{^b9`FmM#1#y?=|$%hoPj)g*${35IFL*bo0J^T-nB#^zMFI)F1N~P{2#({lE}b zme?HMRNw}jzMhs;NIL;9M-&pBl{Ww~ryTZZoluAQ1?jbhvF^ZL-!`x^+z1kZi1CaM z!9Z^6j0I(iC}iWYq!pi_2bX39huM{SV1lm&yV)T;SS+}0?@iiK=ygJtM01V{+6jAb zN9uDx5z4BkcceCfhkOyWoP6DozR^d3A@?J2TrMj75p@9S5-Zhhxu*d1l5TFl_cEuF zeS||J@h0kb$Nui9RLs7UVz<2oEPL#ECN$d>lyDw;cF)oT4iwe3da-#h zRUeoGckzl(Tc(def`E>}xo|d^y_V3;kpM@czT+pMQJ4`7dvug(ewH$Tdgu zzC(ll6$~^&$`22_UDDD*op<;tTSZ0BSs?W{+fq#4DWaZlnbq#3?mf_h)GJH7-F<#^ z6e;&y9b+z?Wk<@bLUQ``54w@EyM{F*bKgOv%o*8ape$Eixz^vLBNcB%G@$$q{_a~B zQ*VsKt0&QYX35h;%B?5T4+cXkq`2}ZptYO@yrVV<9j8|N5IeMuLhvzG(jN}zk!)WQKx=Tk!Pw=W=Qmt{I?j`qTr z@i%VC&5Qw-Yi~3ANDjkzs<<@KAUQA})L_b!{HStk=6KKv!ShHS*7)D(x}}^>?T4`i z+&?^*nD}gEJsh@UdzYaJJS`$k<>RLZ_NI_|sGZP)jxWAGmF)5Wemm;@rM_B0PiI-* z{j@Q0LOQZIa-FZ=QI@F+<0krnY%RfinUnij5j$pKHBh)@@! zipr7;S`|BA|M_?uVwfyUGiVOOR6Rq?wOxTUDaE}R8WX6t+c`w>nJ$nN6`1Fy*Mb~8 z7N=X{JVD~KXSWpPtYA3Vt1yGxf#9yJ)|hRf7?ixD^f0n-Wxb)- z4&ZM$3XV8E1}CLUs>SZHt(@}(d_1(W-WM08zb-xV6)~qra_(eNFQgZl9s>EJKvh77 zFNsh6|FHMoK~*lnz9<Lw(*f1z{|l5$-EGhVvYI7 zF@{i|VdxyZTMf}`eG#$ademfcOHzbP{h!CHjz{yl$A35hr$WJF8v#FbkQEc3NNNw} z0`m@hwPwhXr1!=pZ2R>~NHxFn2tu)Is_I5ju29?7M9O*gEOK+a>GVzj8xM?SGzgK= zpy?0~#nS>GfV3*d#qZ=2N^XK1EhG~__HyZ}e>y7+Kj*mUx03@6&C#{$NB|IQvs z$st&7`Bwb&!zg+^{HpA{t3C{ytSc(I1F~@xI~f+&(9|qEI@ z(#p2J1n=J)smdK2XYFxz*twNjN4$CKY+-{Y}y@;rT*TGRB)4?KPl&6=5p zm)Dqv@s4>6UfvV+XSuJH8RN>E7%1}93xz7%`!@6L##{9W|tSXUsmzo8Ub6pgm5HM!$I1;g^ZQ`FMQ6qNk6VmI3s2KHY& zE$k`24_%ZmDSl@?140hO+)v8M;M&tF^~-fDz+_1p%xNG3?YR-xQb$DL`CUS5mKGvp zke@X`-8=;{SN+t3)0R+2pk(FSENk$~sh(-Rr@w7}cYh$tt?^|z6p3_qWPL2a_&}klo4azUGdf^w zDr8{i3W3q5-#S`FBb_NjQr<_{`%r&!Ik)MhAU4g0ovT9__-1q4f^?M$&61P!U)w(e zk6*p4dSpfhg{`BKl5s2W;+5!*jSs>g7I8pgxI`4J`g!+qh7zH3{i9<6aZ_ObVQOO6 zfhD9XRiRFD!Ww=MK=)fOedMucnv7jE0Hi%-0?sm@K`T~E51#S*KvhQmNP?gX`d;&d zDaqCaG=xm$rG29icg$<8PTmlhuFAWsF_eP50to8vIv}8X8KU=1iWzAYct^}$o`F=o zbyKgCc=ct( z8Fp7StHT=le1F>PDl*tspZ~O9)Lcu*5qRwn+*}zHH<%*Pe)jL5so8vhuW;VSEZP~# zHJF`mN3I~3EO~)TA{v$5Jx5rl8yfz3V1r7@&CgvzEG?300oOoGqK5 zhLR$7X&**1$m?4_vEOM0xao`UWTgm$jlgXQwTq(g-Q47HjU^H4k4bo(WIF{bA#&0s z>x;-EIF+$k&Ki!tthiAzq4&r7?K;>YcEUaYW``(?wCv8H*Sp^*x4ZcO#nmgeBUfCI zvaCarU#BZP)1H~9h>bz6dRhkNy}`h?+Dm!XH5Ij=h*M6xi~-~N`&^$&nb5IH_H|pf z8Bln|yXcUQ-6yn<;k;Z%XJn>UdD8j;% zb72X&wdu->TU&!g$plkq-k*PDG zl9KpgM(q2wR}EQAdJ@qWF5{(!fGPuYnLqPXX@-6nd6r|TU#dskDf#GQ;#p$yL?UbufVRl{ke4hy1+L6U0S}g`7RifN?Ly3{+d4Xmdo@o%j7Lu1w zw2TN`RPNeS*uYIb*Cvspe?I>H?f&QAuHP3l7^}tRkBcv8@9x@#dEkY^j9SJtHHYx= zkl`^B^6P*{LK;$Uw`rKbLcl=9OgYNo&Mkl zJ{}4^ZCcq>Y>A`)?hpJ(R^FEu;pIK|y4~c<8*dzcrlMAY#yEam7#cjY*A4OVvMw++ zXYpfj{Pt2VhlEt7aadB2%U-2@8HeeWU9VNV5W(SmvP-RIPw?^P$lY-*9a_A+A^~ZO zok~G)Vg4d>id{7NF_Qc4`7uA>A<&l}dg6f+XP$^?_PGPYHOCb(p7SUr$=$FnG88U8 z?%$2MlY!p+c)JzUq5}2#(S=@4`%$|}wdq#*92Aac8`QW_Ktfq~(@(K=;0_s<+=)GR zWqITz$-`m^@Z)1Sucu0m_Kp#$Qf1CUZ$a@lBFs8s&hs9)`rZz{pwSwGIAfF<&z~JS z<`4N4-BrtCXHkf7vC;lp*myDBFq)d(9Vr~V(e*mi9iH@uyeH7Rh`t(KAb#%<3{&a^ z^oHeWsPf?4HweJMPKBVwf{q@4*87Pf?>bYP*4)40VX9ltM)_3B4 z%-21laFuJ7jZ{$#j(AJFP!cCbc0wLmA-vNtO;z)fLvk63?|%L6=DIcLI*A=}PWp3u zTXbo$zq;EWSV|R-I$`7eJx5Qh76tl1DXo8|9KQ<^Aq~2ttL6$h&&!-m;-b+v+m3{D zUBN)z2QYlW|i1z8*1h@*g|!`O6dx5m2f!V*SZH+mjE@t=3?Z_Ga;+;-Bj$ z@#KkiI%^O_kAImaF^@%-rjFt;;0vSYe$qYIeH;<2?bg(Ia12hnoqn}ypNeLq=$aoy zhr!~7^V8YUxyZhw3Xxny$Uox~#e)-7+VB_zq*RP}Wf1($=WQ(cXZGo(K*uEp&_>bec z#>L6ztFQdwr23}*GiB`eLMpXT6N?W_NS3pO-F8NIm|k;Ds=LA@`*+QY{?X|3Dn-29 z-C%fsT=6KSdJ3u_w5Kum!@#Mf52x}kGa(@^LPMRUX<#ae{AguB1_rLZSCz5xY8jbC z?4#Ghu)=XquZ~F+c$O*BzRpQB(X>eE`niJu*C@qvqp_!zX7HUsxyN=V#P9*hwkQh2ZGSYV&?7V)%XN z5Bn+ZSI5uc=r6w9xo^2|9fwPbJ_uY8lEC4PwZ2QF>oYhUNa=b+Xx$cvf4BdFo5nTS zK6rVTy`G4Wk>KTx;PwhX#fzVxd9=n|%H)Tam!wb2D*r9QmH$wAdUry|EDlq<9ui); zv5LbH>si+V*Tr!7r&8|h^9T6&;l6a(KBxWo^{(ILebn~k)J_jyxWuYRDcu->B;A`u zoRYm^w}0`^@K$F;Ldsxz7W>}v?!@mezJ7^AJx!K$F;xCw&k|Hae?K0{y7o+`9903K z%x9t$Q_Lvzs`H5b;yARl1s~gaiwKq}l)W8N7vMAL&O0J!`GGn1fyTXELeRlSey>Pm z3!~N)6W&-k26YjLY&Lry6&R_>*50*($ZRFLu9!dn-uYeMe~Py{>sb~SiO=>K(k{;1hD&m=)JbGVjdUMc31-vtByiQ>6rN(F*4d8xtD~n&ybhuVecYD33_uERiBQ*t`VjC z?2JDUMq(n(o5>nZyddyRuK9ES5U?hBlC~}zOkbgjGfV& zzFy&Po35Zfvm}#j5{C#{QJd{&Kj{8+CS*=A9yt}qxXFmC0HrF`x|At1I$71yCw6rl zH2uBqwu%tJUXh$+E4>AnsLR}yG|C6+{suAUp9sQ5z2Pw1cx?R#W;Q)JItJ;--FwSe z=TQP%(l>cqE4U~$nL5>}yRElTN))z*Cxl}gvBGH@|`xsG{H$)tM*mO(Y z1=Z$%8GrWD6)L!IJ-+%W4yk2+NqrUV51+>m&&9f2KyNmVD~2ekz>uBNg8Vo$;=8GG zcLdwN>fO==Y;O=j;dJk9R<{LE;iT~P4&;ZCb)kjO5kV0BWF&EwXA4soctC$oc+R^{~KMRHg!MW+Pgsum9aZF^*N-=LRERx%pauuZ*w;&CLj~nHr1zXDzN8@#D(5I7F5%& ztuU!M0hFzNriz5b@RGofeKgx^mSBN0xvvk@%h`i?d5u0krplV+#mP5~5wMK;iI?{p*Jo~-8T@>W zWcp>A!bAS>&RFKu)v_og!I8_&y5I{H?`EfRqdd?xx}(GzuROpqU9kMDb|QLSrMjn5 zJP;nWK*!{jWHf79kQHyK3Io=c{Yc((px}haGzIT(aBuYd)T1~u;C$mHax`xVNZLJx zF1d=p48n-IEQ-KG8VsGdJTYpaS8R7Cn*<;3&xV^`OX%&f(AB9STevv*RDSk_5z-?g z;XH-4pA~)g$BA39>w6=4{GYjfL4w^fqG!qz2^U2S1I;qj==ztLgn)vi%4>uGkR3j3PPvon~s0^^Y8r> zwE_S3EMLe{b2JT+ibNM>MI1}Uy+O1rI2uO=!bAfGMjd%?*naN^ORGgSf$GSn{qY@s&+esyt*`$ULg*XRj0Dy+Q?tRxQ@ z;1+<($J?yk4TYd@J~P0vcMC(p%znckYj0^26R8MTe;}V5>Ebg~)^I@iMzN^spWEBM zC-g})$-W@WH$n{iB9U^2eIZeVH>3wsXYS#0K>_a!H=DZLfN*#J=tIl%sO@UI^yXbZ z$kwuTFY$>-TjtEHUSTS5KTS}3-!T^Su)9%uX72>(>>@ONw2K%_J>IA;RW88UGOP3w z0s*izt<`$MB?RxJ#$G+Xv4tVrArU6kI|hf95)+&@=8*vN;cD7EE9l5C>9Q^P^LW3- zG07le(;qrs<*E2d#UlY;$!xrx|&rQ7q4yuFo?hN>1S1jCL8 zKwq8@{rBb+v~}Rahx5j&aP{fi#*I*JbRuj1-EhPtu-?ABE2Wzpn(jO(lYYMl6|CR& zSgFOp#!22Jmt6#ItL`-3=R$&XT^tfSu=}aAZKwk7crPPXk9~Z->9#<`89=D*Zu-aZ z+-ZfBsV_#pAh;`SN4-@9@-}d_r~+>gQ+FBajCDpkQ^590h~ z8ZG}Z8ZrF(Ml_L8`pxtB^_!743N9Hw{CddF6%$3dkO^FVJL84`DaF5@uThYr{%X{K zm+uTyuXPj;ejof@9~JAOH~9IQ{f4p}gh%o6QY;=*OF4j-SIO6lIB)^~`{5@XzY1tA z;^Y|-sSNKI!q3-SRvEdz?26xydn59uhQeuU9RKg%dyYOG)%!ZEz-9c!r?(5Ph>VKl z9PxQ`i1k|`zh!8MtV{MA>`~Bx;OunUv0_h@5t=l(nB)rkP48TPt{je5B5CVV>4d?1 zUedullN1eJD=`UxZiu=dK4e-mf%@bI1;$HdwoYZ@<{5w zeriJq?prp?G6a(%t>$XZ@9f7nxOmfQkrF>0qCqlsM?2C5y2rTvbhGpAqG8rHai)mQm|r8z4b?YNtID+Mw|KI|<>02RaeJmwmw06&mG&e;mGX8adfB zN14|P!I(wE^{+cfk*H#T^e5tOxEgjjsG58NtzDYydAIf+Zu&%C)6t{`dZ3wajA4Mg zGnWgg2PQGo*@flx)Lrm1cLdRX=tm}>ew373YC`c~U6!BbpZEVHvX#$g9$LXQ@$P2< zTJC7g^?UbFv^fM5yb3DgIE;2#xRX*>=|JbQh>@;|H!`v+EqGVq3gYtt!qq|%NKx_r zExK_bNPW!5@GyiF)gw(zNiXE znVHEJ#9xJBZNcq^`*AXqIk;}^bgCOPLL;4&Whaq=&yJ%23e-?3kr64yo76TV6v$JKZyO5vr zuuJ*R9_;y^p^F>rv&giVSB?(z5hgU2UUG)e!J6ZhBhN*cKrCxGtbJ$>W7;2Md49Yb z9Orw8nLd3$GhawT3F38Nyy(t#_CtW8@;{vPZnTEs)wW0EBgYU|@iiWTd2^Vt;mc=%}}VWYXfKVgGLtQjYN6}`_{Q#LDZ;V)iF8}-LRoq)9V$1jIexp+HNv=~9?ti-@Q|2Yh)IqE-hxC@v^ zqEu##hER`Z>AY0D1`MdFr7U*J|FOMwXf^zNiq;xpzjr!>M7W_QU9l1GR&&r!J=vA>5KGyH2_$56sBQXs|J+Xrb4jLie#=<&&yM$KNrKxnHVRVYk`9HV(H zGEa8HO@q$O7Pm^oFbVsNN{Pz!RK=Vlsi{kgq0y}MdI|HTT1(pMA`zq+D;`UX?CcyoAn>d?r1 zlp(UcIB3>3)gd?@szWk4}!tkB3xc>(y85+EM za>M6HH{7)}&Zd-~M7e4wNUQ<|!Of1Jmcy6^bavBQ2A*VukdHQ}ZaPh4G6`YhiftF{ za`-O&lj0p3HoIQ@_PQqae%!0-4>_UV2 zEh(>}dZ4A4kmpP79LhY<)ZTRV1ElfZ>9JE}fNGw@M<>Y`fhek)YQl34Gu1^}EELoY zTq(8JWeYx`G~vr+*%MlD!Rx&C_!s!&{&}a6?uy-QE6|MSJ6F}|iq;oHa*O25;Zozz zcbBFO5XVe3-}`+!utuxHzE{cxvve}`1O;) ziX!g4SM+i8?*bZ+Xgu)qA#sY-GU2QE`Ip$r;2z^UJvjb!VoIgeFZlCAIldo4{WbRD z=uzUGVcGZsi>-CRBKNXUEsNM1*v4860SPHOH-9i$H-C(>mQf7>by8?n z3kISxro2Z+rO}!F2U|vWVBhzl=sIXXuY>B#3s^V{bika#wDsV9M>IEjpqO5a25!6a zAFf9enCs@w;djg`z)-#E(;D+L^g{Lc-uX)nAj-=p)>J%)=*}JrODf(%DYd(ncZ>I8 zSZk9-%SbC=@^xXUO4B{m;62x>C431*a49l0P;;-dpj=UZd~m)KB6&xoHG&tzgBH#p5kz z@xbRp_arLd;FM3yQS5sO8D~$~wRuT`qJU>w00s9y?jKPPZ?kbft%QrTgG>XD0)Xb# z$boEIWvE@EHvjtL5TYoOd(4%MfpMmNQ`Z}$(aeo6lo2cvAZPZ3PS;ciiE~61?kv** z6;`r*_ZCOgTO84>J5CMVcifGtQpPdd%7xTIN)_-(w)>%7&r`&EhIC=4Z39diRqSlR zzJGOCt~giGWeZhOw~{^n`WjW(Ze*)NNdyzbvG8J7Uh zqA@=5!v;vS`n=;kRb9Aqb2PO4o)bD*wtYptt+^9$KE3fN|>feiBbzWFdOozHv?mbls~P z9xyv08@fTy$a6HXpk|{jpfQP&+-p`|URD90Im?(g=boXm8&~wtOE$uTz&tZ@#qWqf zhJ4}6+!o>vV4=~7>cu1koVRm1S^>iZD^+dz_fd*-!>rU>3HT9pv2>>`=Rel(#9XhL z3vmqu9ATsm-w}$vSLxs7e}4Bj|91TZ$M3#)HKT}&Ka`$H64`_*;qd4X72ED`eEg-Q z{H8hZ1U?=~m(Fi(o2J6?AGT)*xIA2j!zKG&D{7k`;Bb?0#36!r`1d13Zo&T*5=YMcIJE=iivt@P}^V#>oUzwM^L~JpT^Kio8TRe7slfc~U@a z9-tsp_Jfy{Hu~5zKpT>;g1x^^&RBx}03yqK7~1_<5>~lqb{t(dM4MaMUYz0vFn7L? zlxD*X-9B)wBwmLW)MXpdVtPs&ecY z@GyOSd%vg#a#lU^0lh--lmA|_+irO@+NvrsXfFoTac?IqE@`40MGmisnG7JtC2rVe z#v7429SJnl+XF)mq~RA==P(43&fR0G6;LhMrZwo&j^w|@m3|CufS3FPTl;F}(Pinm zBkET-kmAFI`n9cY40S<4zR%tY81HsDs9p0A@l0^PIc*>Yj03Ws_xadx_56Fg{}q;G z{_#>`qy~a1?yRP%odmuDy^V|oWrz`r_fBY2L;B?tWSdxf>zh?Zws{W`Oezg1CvV<=eQgp$>`Gj`P+S4hE<;fz zbkDKp!^?VQr5mB(QXGMU&3E*Pn&&R*9s;Nv;?tOa(u*N_;uZMasshM*G#|Ze$G)dn zTN_kgDgh|GxRlxCpW9m&UDe__wi;;h6u!MjHxw#nWgQQmR|4iwW%pjnA3|@YC?4`H zVt}TGH#$^P1}S8^{HXC12coGx`V$t~XnsqBzsN-g1YJ#p_dRe#L45&4cf83l^wj&C8WYr~gA*m^OV zO-oz(r~-J#25$u3zK`~3?TKhh$NH~R)0gP6=a2rXo&M_ofo%7(7*}qC@k`Q3L4S8h z&|3bImZ1Wg_ho0;J@nB|t3)|T?0&9e&ujAej$@GCx2sccu;YiowebdB=wURW#5Yv? zN*6SUwE|gH^A`x=;fD9?OKR^iL0&>#UdJneo^Qm@?d&5YDz!UP>X8JvT%`~vNB=xt zZExzSl~rhfDYAQe)ym=_icFim?Wi(5n+fG)q*p`Q3qovGSs0-Ev_CwdQyMXdj^DWP zP#k7%v(+iJX(Jf}4Z-m`9cb%~tL`@>=fm@tpA9J5zl#68U%&e+9X*(#n8l6v|Hnu#1g?DB(=I2?4&mj^;L?{)-ieo&7;Pq=nybL^2Yi~gS3KK@!;g+|met1+;P7CO zpB9%3o}amQO4ZF$3P=AX=dbifj=a6@bsl&|+Pv4|yAm3VcFX4&;{|tza=CBOY{+rK z?Pe<@1vtNyvkr*_%G;JJ-gG5NsPVqV!A0A z5?R{@^?nqi>+9+X{)@TLN)S{lM7aIF-J|j|y=v^qu$$h7a7-i{(eIbi^~3HvjFxJr zcWGb2{F3wkG!0n+2dX3Ypq)!{>*txXf2sHXX?g!|^U0LgzcV?-175VsGdY<`$V{5@ zd)Px>*cA{%by$fFZ9Lz>qT06$=Ga<}2So9qoTT_XH7!1nJ$5FfcfTU4>}ag=FIq$e z7i5CPT)Hu<(>Hd%x{(Y@n*^`<^NUfay;w>x~r&4^pk z`dwKl{OK5lasxTcNUI6#Oj*Gcz74oVILryD3AvW9vJaqP=c}wDcX+@tW8GIynHAY{ zZn%13c7Zg}WTj>_FPftiqd!_D0JZ1K6v>YPq7mg^TgLjetk}LtzLM9NGp`Prl1?Xs z(ZJnnRsAK1`D}c*+}X%A&I91%_@cBeHda$A4U&^bz6W6A^WB5}HPMoNe_c2U|dnHQMP%Riv4 zW8K#OcfB#UU7z5EJrv(aPTC(pw7rMO^qwxFc&(_JTZ!G6bKOS<_|GLn{z0o_pG}HU za=i38|CC(p`Qq~*c!jptznQ`DAPcO1f@i)kYb0c$wXa*(&fUhIbH5ciY#I9Z{r~U! z`_8y2?H+zUXjy$VVti2~UK@FiHsIS3SdyCOuYTbZ+egvxc6MybK-$d64Bx%eOJ29MI<~e)*OWE$X~%|JI?I5E4A)rS{a& zp%TG%ZA)4v5HLH|I5W(J%9r%JnHaG5?#>2|$=vG05Yn8!c;jXly5mBrH!5c$}M zmoMPPl`Q*5S;Lql9KTp_xOzEH4i5hs7r#=YqTTyrsxRW`J2GGWTDz~tpum?Or`f_47MKpin~ zu}tYUisBllNsPV>Uw64tSJ!NpPfDZ8lfWw(G%LgQyz|7$r`tqL=1vOh1lglPl?#7s zj|c)L)F17u2eFR{LettYxOV%cztW4fJ(zhO=rca8u761xZN^*X?n8XARF=!~(1Lwi zJTQOq3Pp7-A4u+Pj?cut|4ltuIk4y3A}YNzGUE8M8`F5r*H&aD8S3{*&*o&6AmxLR zH3n9fAvM5L$>h^^d%GsAL)~GL3`OUpJI?fGBT)A$fD6TOVAx(nOwFZN=%b)}QK-XsI5L4^pRUkQ?;J#oC4;W9jv;hCX6zg@pZ zw~TTR;bchT416;imyLa&QSz2YAUS+!p;CKA5K}R3nItoQ* zhlb?N^mJgq7f3S#7Vq#VqIIA1!SR-hh%M>_lkQd*=A-bHM&{ULnCg7)G9F)y)N^Rw zTPEg0I*GqYmc#aVm3uKMwX`A$8eV-RFDcGK>1`atxAe$?5-mTOR{8UI^?%}l|JvW% ze;4oE49$yPJb>SSS{QtgzR{Bp*N>%@OP>vF;paEPLZ_})Hsk5_H^c^YM6vfI{>NWT zN6=E5TtK4oMJ=qv3-q1NqgWe8SC*MIov4laW(qnGlXgh2?|_A9$+@>o(vnk2?UbB zldr1WE+U6F$AwQ`iH5#qk7kF0I`lN6dq1=8Bc%4Dt}Q(?8RHNes)n+w8Zyk>Piy3vF2cH$}bE>G!zkSF8QkNgwsFajZ+(!lMh} zO@lY;|Dzwy{YU%Ff$6uPExuQ@Fd8f2dtsd!iQT2?j>Ya*x+f{v@hpP~$(^^3BH<$g zlKDH0qs8nfSW5g9;gdbUZ3`Mvj6BHv8zyW>Xb9O@t$3%E)?+G%UcT8`8VIbr-W)Od zo`}kx=xh3hL<7y3tA?d+9qRo;YRwh?2w4mJ(D4(bV2-kEIpi?;!EHw;0^+x!$lsS* z)$PduO6)ok+}YBGS*JXAvb}%~wvH5&e^Fyc<#tiuo0BME@4|!Iyz85o)8^0Qor=i7 zzF#{{a0drsP~&82$F860&N|R2%W|W`*~fO2`VOIGQZBcXdmmsNhGZ^X-4g_dy?6UB z=O&@rg?G<59iw57)a}%e%XMgWvo@!0x)JTu?ibDbl8D))811yY;|DHI%=^OTUeazwZYp<0rLcTWDdPU7hc03xiWd=`#$!_oeG$mv+LR;AT0M^~Y zgD!?5lUo&)cj*Vv+{@>B9>uMgQ}-x(%p}|3EPwKynUmT7SU)$j_rVW8(ZcsNJ97dW z7R1rJ_QqI{2GGLv)uAZt{c&-myBV($!6j9nBLQU$NaoH$k8v11_FU7!mUM1mWY#_! z^a}gV3gq?6(?U1KMP zE75YLS%DI?9ZYYjGqIz@ntSg8FN~t=MZ=|SbDfwbo#8UNSYJ5IFMWq|IT_s!bbXR( z9s!T}f(;g*Rijv{j+Ms5%gBA?CGFWTZOkc2zlIx%Uhtkl@8wz5P_(y7$>>FCADUbc z7l@8&#+1%+`{aCUhQfx3Fj?C4f22p7~kF+2$Amp#W%7SEN^iOp)(7@GrSAH7~ zVgv~m3DsXop=ya`wSSonF*#|crs&c_{v~z!T6$izPD=FUPVf*apZqE;uJ8auHuLdK zuwoF%U117{l1oC}4;pGrC!=An!0X0rp?m0v_<_QP+DE8rXNgxqPzpw^`&RsiTt9d; zc-)?W=p^d5U?>a1+UFk<6DMo1_W4ik@qcyy^FR9iKikl$xR=Vg_W1bA|J=7qpF#Zo z6UoGbAuf*i`3OQ6C8KCUJiqQl%&qr(2XXP)%%%{|Ckqk_Ya9NiSmOv%dG z0qh~w_d6%K(3)PF=dngQ&>>!opLi~Sh>T4a4D;JKNTNlPq*eaWTmfAJ9Qozzv9Hf}-8lP5B=*U~YAZ;vvH69fQ}kD2zf$q4k= z-%K~v`UBEEJz;+D^C3e9w8MBN=8iT`p!PDiL4d=cv#9whZ zU%I#tb?q}df=)MMOxYJZFQUi5&|MNLEPEN(j=$RT@6t7S*eqS4g{-@~2fsS9ATyu4 zP2c=!AjK=<-X;k#q9#u#QCug5y;*##pQPBa@vWm?)`vZy1Maq(Mm$Kus&-hXatKAA z0{NP}2bfdBmGu=IK|p7*wSGlC2_5n~e|@nd8YW)l&DYc3+ZGQ8DNG7x`1!$%qu~9< zi7>SEyh2BGX#n}v9KJ$H^B7|`nMyM_+6ECR>>`2&x&K%{$*lUNua9Y=K(gg`JPj8&zg6;zC(b1-I^+Q^BUvn>$%+tcd*9(~2D8 zcWBqmFu(m$cQJXo3tLK$10nYS<5IBAMa0tgWbt!NG)(P>{?K?F43{-uL`6<*R6qfcB{AQnP-?YpB z$NGtAaqvqNv%>C|cR2GTB#;scg5MCkZf z&yd;>_IvHy=f}@Jv7tDJYYQelG+;BJ*6{ow7t$>T#$2}{#MQ0jw2%D(hK2l4S%+^R zd_PyYAX|lfkHPfVA+f{JaAEY;Pz_HVy4&kvHr?2SeTSiX(=I#-V?4wY5Z;T8k4_V6 zhMo^aE_PgO&QSx1KEP|z&HR7jfxoja|MqxCOy0L}|1kdiF9jt_de<`6U;M|PYe=lD ze<2wj)4WrtGr;@fu*rJYms=n3{?PJRakzCbj(^KSiek_t7Kc+WOnXu#G~@WW%m=62 zW&LqW?^!g7BHlMm5n#tZ7uE@*}m(^u%%Wo9Q)!C450se-* z!P$L|+vvZ_{qLG~Dy|7&Lbaj1jc`m+^Tsy)>~yuqiu88^SzY17Kq7ji_LWr6a&rUu zd>;w(_FcuaX^NfdaG`)DTd5;7L4RNW1Xb5~``T@QbbMikS0xB-EwKlQ$~(h@_!lPb z7TfFJY0Z9)BftXkj|)EYy|}&p>C>N`ILbl}68Y^dH_BOcOs5~I~dv69mdhd-?wq2ad8GzD2SV?maT}IG#j@NNi>bPPS~It}L+kU|f%6%yu4KLE}~GPv0gJZIkc!`g*&E z#egCmd!GNRWO1Qh5K?DnQjKSH06|ry7ls+z^(zVp7f($$0l9+Npe<8}zb*gw-}^h9 zHTBXzFm@;8+~>|twV_8+jKi0YzuZLaOO?at?A9=3iL%$PW>bK)5A|2}j=#4LRBK$= zjrg`OthF_zJQ0MdxA-qhVc+MKi^S*<+GK5$e=<7YT(q<$uJ={WHJQf5-l9whbkHJ8~%fA8qg5h{p%%HnaoOB7enzw7x64@5UdJ1rcA&J{=I0POrmX{8Sdud6GJ z#N6bbxO;h9{=5^MrylLK1{U(ICwE@BZlgQh)3dC`?)O!c$*2p7W<=_CJy*yO0T^Y^ zb-i<2$1I&#e`jn;4k~3=3>b(wx8?sO*RQnVD9={+O>4O2EN6((2t?xcr!!v2W8Wj? zsS_PwD%h6)(93k4rc`qvyfJEeLgYW+Ut;IR>T|IBcgGh#L>KTdAhi?DSGi(0(NB%c z=Tw4g|2Q5V3_d=4$;uX9dk5J`vIb+{lj?p{nz zsP&(3Z{Oum1`PI+!Rhd;L${4+kovy#%-Fp@k^Lpge&)z!Ov_2s`sN`eWP2`qc6A7D ztN&l^_A8b0+`a3qf-U?s_w4q;zCXVbP_DI7?hIo_=cSUWx9eA+u`1&nVgUxJ%NlFN z|M~5AJgH17<|!Ri#H9b&st`icT+Y(03R{Tw))@mg15$K^T2@jcg&KHksiG-(#Q#=5 z#g7{s-EtF8g&)T<-EMM(SOz3 z|7~i1YNvBx#7@}d7D-@hM30(%GKw|BHc)?SnfiX6Rm{$lE5osg6c9@@m8gFI@8bd5 z4C1@rQfwe6K|FX-AqbVuQnQ#6Iz#pi?+$y;?eXfqmhW(p&H@-i8DqID|MT1L-|jE} z?fU6eCR*%Q#;<=kT%{?=n8xo{o%1I85OE4WfAe?az_^Tc7i+p5&R>QQs~DSexZ?2d z`T0gnBu99x{*wMX|EN!oUamOa-)kDPe9?cki5s_u`UdqRX_UW}hxh;gyF5J3;GJGw ze2ka(@s7fEhb@o4%s)TZ9bFLjyS(`FewX($ZJZ_2CxIT54^$it6i8V5TEeAI>u9F- zz$%r`UC&zgv-b1s-TRHdUSP3$VOgk80r^9Z0;n?Qp|fLRx<`+VqLfW$YYdv+ z|8)G*o{7#gGgO782cl#@E8Ch?iR1rHaUspZW(5$v>z0?qT^Fb?O~Xui9qX3KvaN`CXxMDb+NHPXyC~^awu*%MR%iVE=q8| zwmb9wC~7Fyrr5>)^ZMt0l_+N_pbCxc((DIvEYMmGhL@a%dT^=nc(oiqar|wrmKh zKbkdugobL?D~zXR(OwDfPe>q#*+R_d-A|8imrDA0n1c$?+OZaFinK;-55@K^t5F7q z$8ps$wBAJH)3{lCg{MmbESR5yx~dG3{a5*WU?$JfyoLfq9N4qpT%U(BR$V&!v||*# zM+a)vWPe_tSC3W&Mcq<`0iC7p0c$PMnXy(C!DKy1LI+i;Lx}Ym$S%A0!F>!+rdTuB zcKrSP{qF0}?>@e$;#V_Ku}$#Lo#% zomW}9YnHvbwi=6{s-N!lT^IM9J7c*0rK21jM`M&n3H&9@m!>ao@zrrZ6OHpXscH`E z8(!S^^L+IK*Pg+nFo9y-N&N{GO|*obd$%Q0D>HtEcx$g z6WLdZzcU(NP63B{-^IUJL5qUL-<%N}8$s32AEo8!_58Gd#-VK6(PNcpTNr?9^`7iOioHa~KXJDG`VO}k$pPef3)5&vAJgJX$mkJ(`~)bAg~Nj_+Cq1s9Y_pa5P+)qo6$ZjsDXbKoZ#yv|E_{V;J zd<~6V_h)ZV1I0~=5h-V_Q2jxc&uSO+VL{%u`gp}KBL6S;uOB_6gn>%3Efml4|Nij} z49u?x(58Zx&cI8JYZsv=Yq=U#?O`<6{{EZeov(gcpOwdKgcq2pg8clN?YE<>&`XB< zcT}lOp-ec$SC+ZE+D+)e$-JhjC_TWuzQ^!tJFz}ZAH-Xb z=_|mT_S;3)QGb8F`n#`}zx()l1=>w0uj1}cjkNC{Vo#X(AD;(_RN)`)eOAM+m#kV~UR?CYjj zQb6M!@jj{r5!t`@?f-}O;X}tGOV$*XZe6_!V>cRvx#84VG7gjX*LYJr-X%SA{I62W z-fo_}U&MXv6n|1QFG_MaxctL$4OsX|-la2;IR0#k)TP5IQjoFk=Jpzcnd4tyclJ$! zRAFi4!1|CyEdCfb4RSv7BebCTY}w&F8{rxG6LVaD+mm5F6h7#eWXTjlHxCF&6RV3nfCVzj{&Z?04;q@eU(;eNjn6H;k z@!UVc3kMMHe&VV6>0TXHOf(>2-2E>xRI^9(1T+Zp9bD`A$s65UnWUz*Uw3ahb}FmAL&ILi~<%0@2H7OAz==*#DF_ zWMpUOy1n(!EH2e{y`#pqCk*p8#rS>cr3LVeb08@uVCMNcL+f7HW9j*@CbM=$U5gO1 z;*t=!q^1oY6XW)-NeL!8--{_3-+aC#15yg7CKeo4CbHu^`})pC)oM6$VR5M*MeS#u zj8IIE5?c<_PHJ%VRme0e;F+<#C0(r9q8oDn@`A!@(%6xH$%{Ke={k_=G5c&S*KVTr zD?sl_oTMbgbS?9(eemnQ4@o#4!t&~eK{u;wib~0{8BOP$|Mh(M(}LlWTv1KX-abbr z_6+fS`^oO(q45DJxbKC@xxe|JpKlL^yY)JqyHvWOdn|m2HWVYcUH0k5b=1J&!)_!8?g@8N)={^&}m>mNF<-ATOPN!b6dmiGjt46rWDEY&+Q zx}4U=2on+e_Bh659ti8Bovs^a&IiK1Xxsvq(*VrljZLrSMYA9CEhwndfPLCeGu2-b z=c_iX%5oFIQc!U=lfPTxpXYCCe*RsrM}PP6?aQ_xFHX)cozgkQtL;9gm2l4!P1R5L z>QVmj=}u+8Gf@2@$w zB|hjr6An+y(7AMfh%SLYxZ_!xuHw5LD?6=y%8%(@wTIXT=_mS7@Acx6UQEY~`_XUJ zS1Y8LA4fqZuaiXSFKl z&)E#na5LZb&^$IG`*eQ(uJz_^TaHLQ??VO-T+tstwa*y;d935nkNA(Hw`KzA2TQFm z3u_ifFojD%Rr82Yd$TrbruP^t3K4+;F$Kdtmp2f__t`Ds!4_Wz2<_Sao;HD%$W9pN z71v(T?a2RtDvGnOx~`u2^NQA_#&Eu_o+9+e?-aaKM5r`65(VoXo9RDUt3xNmP48T@kX2i?*&yR1x z^-oz2t$k>0Vh5%259q5xkI^sVNzUZ=3cW0#Ftox{Kin&JCQAasMAyf;02JL6WM>3pPBG?&e?P1y1znu*VS|k3q73i z{7Fo=sR$7)MDrMT*Rc%yVT9)7l;+-J2i;wq*BoXEqTV{YH-j3S(6WT8)0;|($bY%= zvJ+lS+>mf9?9+)$xi$ruhoQQ9C&T9=(+aiIDadz1cU_|68ej4 zUl_4yxcChn!FX_XT+d(M#dN*7V=6R&gjC)f(XsEIaX#C^?(esm&Z}Df`f$WV{1(3p_h?@kHta1Zs7iIMJ@D-Ihg*w zwJ{*aG^L$H~50DoO zQx6@NfO!(0_76045aVe0eR7o*;Ig>1wSdixXnZv33i8eq3~=W?`$RbPKfhjH$#h8a zzt@LmUp5p7Zk##ac~y5L`*Qkm6#p(WvDnob^R%Lf$1p?!0_Rh;3fBfu`e0KyMDpIq`^N@OS0|F4$)n-8YHsrrDn9>#>N*)#L`BVpC5 zknfy?_J*Ac^T}4mELI#*e92m%sb?o|@&m zj86XE%#Z4vbyMr9im;Pd{E@tK3AfisV%N(~sd1W~WZds5683AJGJI34f(eT!w39C5 z)?bdXBHd-%`mx9VipSXr%U|dFspn?M$oz|kFLSNM`P=Iit8kM~l)xWce`arHyu9M7wiF!QdQP}Q(}9S8$5kH;3KSS& z#izTs(*Lj2fx(BR-l6xnQIy8`s+IPVu=iBMk#s@g_&?q~`y72c z1F(!}Wj=}h=i~pY@u8A^XGqDr0N$~Ch}Bt(pbqDO)D_KAP-@$_DdmnM5r0vFKIb=A zF+jv-edVz1fB*PeB#LbNI~q_#PYL;QtrAR@_vpU6=fz=1S@rSS6~x~s5Y>P0`JNyq zsIv&o-TP_g&$E6t{=eGZW-H&|pd>X62^TS!>++xlUOuLL$0Wf#=ycS{%f$Lzo;~LT zJ0~Nsa~Ga@^5Ngl-|xQu{O;rPS#@&FV_V$!-E3Zd_tTXz+qm_K{rOJZ-8}X~A`~zde4D&)`x4Ya zAA2{@QUZ=_i^|C9Cgv~7W@Ot6T}IHXdCKE$_wOGc|Ghrdx6Yj4#6Kq>phX`gBuVXF zmMj6rd!kz&WY`h$Cv>0Mz_x}SOxFeHSqJ{}`-%UPIpO;@_Q%iaR6!T|6xfe^V=@=G@Upf@IB-6dW4M;nA=93?0f(H=il$XUjFXmi z(ugm!48i^ePSH>14n)LE&M&x{A9?pbU;n@Mj%#16bdBv3EAD=vulpa$1peUg*Y8BU z?rvK$t^G&5{}s%WbuG8p-ciFXy;;MHoq37oGs3=2p2gm1C})N&_au7u#l-htI*OAE za2Y>@EC(@2`%PXv5H*T?+IATSS@H3e2dd|F!~tR{xng8?*DaGsDFM z!S?NG|9t#^H9q&YYBnU@n*%c9x^-7B&HVWvg;Scko-;G(75Z;>5B>L#Psg5(&8LbC zHs8$?ZBC(|QEvn6Wcyk-EP&MBwg=I93^U??HU7Wa-uAk<7S#YXsP}iatnr$8e#q%0 z^Ll)f88l>Q9>uT`&(FW=&)?ntXV1Tx)}O!IzhCX|cORd7kJ?y51TH_DDPB~YtS|W% zG5=&bW!P%c>}1;o(Qj zK>k!w+{pdkKfYkgxU&{>=R)Zd{lsSRna_u`cPjI%vpK;1q*q(oTJe9qK2J7#+|KHx zhLKp~*`8K2=L5bkPdwqh$_&{`&^wFv-_PIAo_~MxfthBs|6O~b43(X+32y&mrlVsX z8|-eY{O{!hB3UtJLazz^ojxCkq8fcee~g77e<8%rH0r<4o+&!-TE{(J*r0GJzAl{j z{?@`mbNVe>S!TRudNU=L&#=>1V?eX2j1!{cL~#HvDzR>z$9o_~Gb& zW;^OW^WToY-+g}mGroV@8TE7iFt5tm6kW$dkk9;FAH-(DQ(NImL1lN2A|vz3k^S7ac5Pg#*T=D$5rA{l9U!mUx*b1(zyF?mfPdFR(HaSIs9JI_yp@u9 z#`)R|W2mRmJc^8A?wd}ao)Q0l^DO$`^P0xBEVzb(99lP0R@x;mo-v+PTRzf`93Dl% z9>sjc_o!yX|LREU-z`rmqw7afhmUuc+Yik6y!$(c4QX>uj-pn>*Nv{P|9Ss@b$q|O z{_l^@d!xoq1&kEZT4LvCz8|);{B`g(S~6JiaIAhWE8Rb?uV3ZQo$B~z73~i6hDJ(a zR>_kY^(oD~=dI4^XDBk{t->SA+8Ob`>ff)n9~e|pJ%UD6_nGN zoS&snlV5%Ne_($8-Os<@eSE*F??3JFBS5ZZCQtR60)*HLdE889{(iJ0&2^@t8^@7~ zUkVLV_56Q)zFw!#n&tO+J~V7`=!hX(KI8EYHJs0Owf~GP^|?yeXU&@tj~|Wy{nGD# zzOqz&K3o<<2LAP}x6%Y=z8`h8(I@bp`!K4FEy}7rGy7l9pBH7U-i@2Iuw410HcR2m zzo&7mk|(pdkQ$0_o*S%VocVs0|9wT`A5niiB5Tt=GGJMdsOHByGk@e4I0k8+jG_~! z7h1>^{{7c$zx(<3yN?fFt$#{~Z1}$hA>K3IX7WF;hpRlycATs4IL~pxWWA6Mna=FV|H*Wib;$IV&WfVc)U>fNF^P|2ad6Po zwA|`!Dd{RLW4YDSQo?e|#584^u3j7;Ph+C2KGl}h&26$<6_d&CR3uF-Cy~zI^~{d7 zy2|{=E`e_+X#F3nB-SqitK`gW#j$P44OLX*qh=c!P5xOo`G?X}SliyyWAe?$Z*Qnn zoou#yYwsU@hvgGjg=G|5#fZl#t{RV3Y&GjQUbWV(HL!N~-0rf@ar;ht_iyyBm|~5H zUefsGQ+RxqX8_}qO&ZLBPa_|#5N&0W0Gz}a2$Lg{7@5oJ^WA;d|8lg z!aS*tX)Kc>A#Gv(rj==|-y}1Q^_z0ke^NQ5@zW@01~9&INQ1vq4ru@ZqmzB&k{(Oa zO=eII=|%*{!B@@?HNjWT4>iG84(TRelrxQGQaPk8Q_7jf`b|00SidPpS3=F!+S$O} zezTLilZ(TQa}H_zG|HI)jISKh;O~?}8bH7(zH&%6nL#$E&NP-u<&d^aDQ6n%H|3DFGJjK!y|cZor~7snODDT;s#!L*@(`_5#8_<7g1<`r z1rT2?#K5Jv)rr_Bf?Z}vtW3mkQ7oL~szls?pnrUI%m~L<#*A=$RS?4&CKW-Vc2W(* zwanjE9}<>tDj>End{e+SukYFCpO$@m9QINUpZRG(_^jiD7ULMlHwaq1qHa?3aA^04A4`IYH_U87U80etK|EuSmR*0@R5u(4oJ`+ zew?R;;YWE|7=Da#um#^D`kx&mFW2}etUQSViiNO~jwi7lKb%-QJuaHqI^MquCKiR; z`ym-iERLWz{7_DZ!jI&1DEvTTQByl_-*zm%L=rn)6Gien&@?-5q!9Sg{0{Nm&f9mj zxLA>x3ckbPc6ms~^gAR$kN8oY9)};->2dgx{SG&Oau)c$I5}~DSER$+F|hm+dAe^? z_ID`!-Mh&RgfF<6cJIEyuyYLljQzEDLJTREzF~-V@4nUJ7?_r+Z%Eue&R=jvx>r(c zkw%i@i!_oHW8aXt-Mgs@ENkB?@OST~D)E^6R=MQc97T8~|Aj)~skw;gBqN0unnL3< z`Ik_9LP4pPwX)IrKjz}#eif3bh_WlS@u z;|Gp`uZ|yRfUk}pXn?N{QVqVSgJk`rI!M(|se`2Ln>t9^zNv%oiu|wDK?*&MI{p%h zuMSes@6@nfuHe65r@vPJ9)-Oa z!e^Hx1fSXOA>UoAe_xHeFeJg~_rMvh)xU=l^oh^pUjXr0{0ksHgWm(cT&v@iCz<=c zOi!@8@`VNZZ;XA9o4UsTdfop8h0VW-&PE(&nrnO#0DPWsfbXvHag_wuNW^g6iZ*$(4J%BIK#a@9DMRy9pHZ>dKp9Mr_ z{K!t3>2Pz}R29!(UF=VRaG@d@(m5@XicVkO=#XuZoHT5anf#+e79PK4<>Z^l__dRF zNX^pA7N4wu$%;M7T;Y>1fByZ6z@G^GiNK!-{E5Jy2>gk_p9uVkz@G^GiNK!-{E5Jy z2>gk_p9uV`A~64je#d%ODeyLF8aKEok1{KQa|3<2;UwLP4{c`5XlNy^{e!!#KpT8b zL_|UgX&KU85#mOWvNN?ittr52(Tc{NXtNLYUB;;F7xU*;vxdFr!XB(ha3OlWd1cJW z!8i^^MY3))lheBLitaLJqdzR_0h*oMyrrR6Vb^hCkxKf9z?dg<_F`!Xr1!cxTrsbQ z!*FUxK57a+TMRc%HlKZJB_*k^tBc_r3+wr*+zaE)O z(M&`;oIzI#-fxVXDDsm>P3nP)s`lLAZ-Gf%q{57>E?w(Nc znGkFy3#ngYYlKujUFfE2I*j>*^S z>f1dAN6;k~f7{EJt*E+Ey}oAXGNy0&^Yjd9YY+`JbP};3jz7O+h10cADHw=T&GX;6 z8gZU7Iv-le1+M%@uGf$+MvVz`Xb+~aLg`rk=TqjAsNnQ%_sV1icwM4Bx7^tnRgS9n zUK~wCr&bz|9vo4^$S;Y1A#Y;^<$4R*Zw2`whr14&I1X=yo`m9)A4Jkn)Rs@aVP%bI zzHD5i%RoM6;Y~H?%@3`BOMGj{mh;<)^l?kYjLvjx4;1d%tGN5@Re1f3t1o$?9u#_1 zTIWn$0?WHSd(RHmLGO5a?rqLA7{~aqn%=kq`ENgbbYB+?Th&&t>QtA4#{H3FPUiCH zW&gh9dJH$DE!gqoM(1M0Qml88-G~+5#YCDl+Df7(x)tL23G zPCPd_OfL-z2k%>yuqmLst2Pzh7~p{#QMUD-tt?24CjLbqIV+sh)D-R8CW$sKx= z14~X}_k!Ke;Ev$au3@HHcymDU9@IU6>X?DmukIv5-;vEu31Zh^W$hiKUBL&-1Hz14c{EU9yrFYUk1}NK zD_4pnw@1{QtrJSt??mUzB@05SXJMW)>S&||Zi3w!A?wXn1*5A1X{EWT_VAX2Mq7F) z6XjcMxt>zdj-rSCme0Lag_%w1H58L>23+|{9!Vy|{7GXl(X8FCU~yc;Dd&ARVAHG< z!}|s+fiY#CQi5kP_*|%AFLP)B4xW?4Z8e#oxujwKr<{w>Z{+^`I*Tiqv9moq?k5G} z#mg^0ua`#)k%P^{2i&mNb|W2MKQr1wIc_x3#0u0|{^t3rQYdA|4MquG1e6v&#ve0{ z(4&Tv`}uN@AfKY0t{Y_4F@0}oOGm}5U{R{tt(79aXlVZ3z9emX*#0up)6Mw^x^qpc zBFw)PX}@GITr5(8c`#7Poak*06f_SOhVl{fH&(W&=LTC3oPNeP?2~X63R$mz@a2C9 zX-lM{F87x}=bK}aZd>bNeHzE;x8WB=~n`D>n{4bZ4H2b`}*^%>&@>zz6RTE zVkQfuu+B}1 z-It?E*ld>_w#-!>wRE0t3l_g@bIig1QY);Ta7CASdcHDE{0-Lblk8|`CxP=fcI*Nx zjVR9Fa^K<84%Dnz{Cvj{JD)rZw#@0q&!IZG-cB7yJidcwg4_~oZ%R6F{l$GB<)%v3E&I%6!ATB7CG=7e6m(kDprRG?<2*Bde4GKj>i^7?zHQwOfM_ zH@nQ0r9miJyK)87B1d?5v~s;xYX;JXM(Y75qe#ph?~ zd0@vmHQqQ8rgf=jq(JywqtWo{)o8tOUYSq?H#nNERDUJ81ZC99SFt@=3L;vN`x=`TCe5PQ#mR3IlsoEL3HI(p{J{zB z)`qrld)38Nlyef0rMKf_euii0bM&IiIeKLnt)m=w{OqkkS?#I%B}q3T|3;|$)z{B@ z1DKO*H?=-CZiJ#Rl|CZrKk}NuwA2 z1vk%#A{afHva%zWI3IXlS5SU|(F!^iJQsc`C z-x{{o2j|OdAf9hC4zgbr+t34T2kmxhGn7Jv`Nh_iTn`~BMJ}SgqXgo;=X~_OR}Vp3 zl9*ICXMpO~@YxsQN+6^DkhJXf0C;%Z@{#|0NnqI<{p{Q^IaGA(26F)~7ci|6wd)OG zMlJglW}8W{!J&Zs6O1`hh?7#Fa`$@$a5rSUZ5U*PdKNGqf}z96`T8uK<#cKo4snKX z(_l-`@NZKdV)Q}F*PGUJ`q~5AEpOgOWXXs_#cOi|rVV`(8J1v;D#geoxaigiSc9|I zy!iwl_n`mp)Q&`$D`XuFQJVHUqV<^@aaPGK2K zs8Qdz_Ct>^+8OJ^7xCBzMCaG8C}B)MV;09%6nNsE1~0wkgmyS%p^=APKG*!S@z@VQFP|LEggxMOg*@mxzh zB&(`DQXnq|j=|$1!w&-CEYE&g3A@Sbg^5T`)kJxu+;@CU3O6?#?z=MIykRlA?dfvf zZSwoE+nhhnI?FDFTy1N6uX7*}UA>ZGZkiEtjj8{T5OV~*S#vNogjOAMqg?yh+Le}I z6&NM3V3rTc{K#13%V-arT(>E<_a8>%*D3l>u5LxWI`bS73NB;P9^CJ4r?-Yo=^=3e zCSv{)UncSM()2*7-zG68x2xbLeyU~RcmvFOx1p_jZwat1%xm4MR}aTo!FH>7I;a{Q z$$wy50+?EBuW0!{`M`hsdiz)No&2bA$s3dN=hS+^QepWZvLCm;cDtWWgI+eQeZ4^Y zW%o6JEniwZ+LPg#j6H9_du`*IXxw_4#F#GCHg1o_3(6`A*Tp`?;;(LACQ#aGjkQnt zG4-nJNsn|m-(v0QLNa!Gc{qPB>|L{Rs1oO|@E|w4d>qc-@KtFHj}Ibjd%=PAwmU6x z{_38$ptz`x^Vc^&(XoVMGZueL|AU^JAFKMg(zuHIuerz z+9l|83~38=$5`oAS)b^%1?lx(51bFWp}>Rn7NswrpqL@}A{gBwk+7Pl;{ zfsQin#BXAsuZ>_LZphIb0Nukb;RZ>HLjr)X`pb z&$j)$$`SKo56|_R4q@&oG*U$0w}cQeI$?7kA9M|p4A*UP0<{s<3wdhk$eKd!VNUun zlJBG2gk-E1(rkH#lGJM(A2dF|#9z62B`ID4Y&PG@ zXewNdUOWi56QbsVw0rc!3tG5P+g;w51B;e|v-e7hGE-T!=aud4Pw~=_vn-=+#7_%} z`5ka_n^TF37QMDkr9F&^&AhU+&({h9w_EhT6Y@un8B(b#hn+yzSN%=BKn9XijWnWC zIe}942G}#(+h95h%{uM3+CledoCiARj`U+guD*Hx9Hmrx5A7YR$3(_0qBuCYe|M~g z(Vbkkh=||RSKM%D(^XjQHcTHeuoncl%0v?0*8t7clv$>8W8n;?RZ&^37_7T^r(vOv zED|VSOY1z#2@{#~8HHAIAkQte6Ibb%z`**~eV7xnh;h08tDWXj5MC>M(&&~Nk^YCt z*4s4ZT7n9tv9sDLA2fcO=aamc6YO3;2!VIfPu~5 zwp)|a&WVO}iEdBJN1~9aza#8%ybRj1^s0x10Xt+r{G1`-$%?`~*L>WwlNnTc$UdFi zD~(Q6`CV);mjL%L!&MHcDyXR2hl@wF62-15FmCcVjG2FGxL>*15)Q=(2{3p0AR&%k z=Nbklh#h+0K{qsxQJ1@+&)fS_wI8$~ zsmdjm_xh?Znz!QTSDW-h3oqHMxTBRs&V=xhPz{j zAD*O)29ba}-8P~8a5``IaOx2O^yK;=+n^X1w5iAH&QcLZ&9qw<&sSdrCV{e{VR~X{ zL;ty^$`%QDvf}bGPIp!0qLHR})cGu$A6~`A`PLbuCw5%vv)d+c2-sgMqZx(-Z%3kG6f z(AI+@paCOvtq3C-+Yj9eHsc&LRYc=!Jvz8Y!KDQD277e}heiTb>`QY2mMY*+oA454 zjs|kN0dYfeai~lho~srvi!Ps0h^_77gtGx34K+V-ptUjuVqfNGr92L!FY|LhMW^Nc zOH%OG#d&UGh&pCxN8cJOw)xai6I#PjosW+u$zu3qrC6}-w| z{mk<*W7YX&b@mzmW5jrq1h$+PVsGppP>#*F)|wO!gec}_uf;PSbpn|4l^`QiNC;9cFE#JmaHKBIJJT>BB6zpKhD#I1d@u>M9{se0H> z;PSIuOibByO3$$N%*Iz67B82Ck56nT8cr*qU2FZ&8U`NN`6f(Vsh1bo-3yq*znBeN zTK3OT%2j2x{C$Hc-)VEob+s zAmqBBETg&588$KY_3wF}g@z(|hFf>$B7ULthIwjsm|K0yPs@@vL;1q0NVbF>XtqrE zZQc{@h>3czXSKj%j7awLS#v`~U$#po9!U^Txr5Y^o z>9%%wMDj|sKEmh1(GdyQHDp+r#jJ{uonD}$cLi#!-DwbVE)g^L(yRv`>8xOzRj}{S zy8v|3_bAoL&yH}9|L*Ft+3BctjV;B|f4tsfxF{rR}C=q)TSQ~6y6i}$N zJ6vndQ3WZNb<sq18JuEnT>X` z04-~k!RsrsNKdfax*=W)Sd#5Gr%dK!g!!!Q!yt%)Zp!i{%hG zZ&@B?9~bNmDsQsZ;zsAQ==Wc6Sqdjh#_2ey<&o9A&RrI?GT!i=r0DX})^p1ZkHX4STIK(2Dg`Nh^G_ko>*p zinWEN7z6c>TTb@a!sv;Ek5lvA(Ab=d&!%nQx2pwZMooQq@{ zRkm|Nt-#!oel1Q^RIK-;otF)Yugj_k=wOiYOXma)K}pEja=;@^UKQz)(Yl-T#*|>?~m+EGo9DUZHCL+Toc|eJA#fK^KQ0PID^7;eFi%V zw_tXxC}k0w9N(@+vSz9g4^*D8b>BPAr^t$VFVBS89gG*JMty_I8?c;+Er#feMEdM+ zUShvt&Lv1^j~Sz+4gt>zW}Df0H$kgGx?8Uz93n8Q981Z>fgyW{=lU*Lbbw5|`tA-+ zXgc^f1+$6+NygXAPW;RQ)pK<6+Rn)$_b_H|%xWpX@RcYiXQ`nBBL(hv8_H4lXk|>x zvILCy;rJZu1C#mOwL~L2Lm$MfmeQnT=mfXP>TWaerX$4=x0lJr$B@#^G|fD8KpzhpmA zU%uY{)qJOWR_EK!EOD%^{r5$Qd8y!jKU1zM%Z{vq9cvfa|E6JdyEL|p>784+B)9^* z9x_;e4zKaU?SDMFa7T7a(-tgV#5-5=F~@N%{%whPVEiiF=OyYJ#pHvQv}5fN58K;s z*YsiAYxD=c($&HFyZ()gXt5?2)_(QWW-8s?OR(j8D_$=3t;Xd8xdT_&b|m2Z&3-E8 z)bttWZ*&s1kAfY}U%t%D>bL80{z|OUH+Xv&=kLme2brDsKF9hywQfzl?)x-g$`vO9 z5+^Bku3aaGniko;ud`SQ&AlI=bT$%*%uiYezK)7wXQyD-+6+J}#k&QTAjsZeo0bSegkpYIXKng{@{`=0D^f(58a zq3qBFwQ4lzcQx=_S{BA)$=1)Ddz>df@8x?CH0X_<_nwyW$?HaeO=3JuIjuy$zhlzX zwcmSB1ME8Bplo|28ym-|@d#;RB09QDp{{h0W>xEc*gshHndW6V$X11n>6=6l;iuaD zQ?C&!dM#HMWx%JXOK~Pfv%ejmMe*zLSQM9MrWPGb6@j7;MR`T`a%i|@aLHoxm0)H% z&KMUYf<&*c<=^bW2hJOn?(_!gpm|-Nm(({Z!Fr8jhO2g)Ap0ntnv}WuXgo|wo#&(# z=7^W^Ldz%*a6R91H+gRiVxygxn9>pejHflNj6PpL?h$)~X~(M2eHPJMTkS3oZlk9GzG-oBb#6Mc;)2% zCtHpQK3su%w6nVtc(`FiZjY~gx*pOrrff-GsuzO!Sz~dBU(; z9n);Q|H2J(Pndi4>GhrT2a&p4&Rx52CCqmP7#{E&adqT$T&c9h%yK*8qBT}-2hQVHW=J=E<>ef55M77@R#?c?Je zhvjVH1oM*n#$ z3~DYJNVV~R;b^K=r<7t)!GaD&{)_-IU{~RfJ5>t_@n6>yVG9@%963`RK}?RbE>cSz{uH-mqJq^?)5g`PqA!Vv)wu zgEbk00YG;zJyA%#02$AH(JFfBHX3@f?2P|`49x2MK+y1V28x`eM;{3Ipkh6Hh2qs+ zDDj3>VrA?j3g~HT#UMu<`;34h`%NJ2U2{uUWc-G8oOmb9)vqA>tBT3yAByV zK8Nxig~IN^HPQEZ1i&Pd0v@%kK!UnWFHh-8z(&=OuF#tj=vA%2?&}hQ;9Xn&BG6_% zB5N06R1Z*s=kbXihkUJ3NTzv;Feuze~H+GiM z=InygXM-MR^fE@aIT; z{T#Jq+ggmP+r?+H*RC)Oxhua}C^tigS+FKJ3VV{6PVRSp#J-q-;^3 zS+g571ePlmo)du_fh_TxfpVyN^#pU_o|Qmva=MzPO#}rc=~nni@Il*_LiZzHI;ekL zo3PL`B~Ur|djIkq6Lj>Dlr;C6d^9vy#Jg)v1QapcerPDJ~lt;ACfxFa>E^K z|1=_U&F0K5Y}v3O@^o?Pw#sJ}Xs4)x`BvAXDP)^a7Fo!~IZPK&)gy@) z_i`LCP4kE6Z&BF+{QR<(vaW|vr)he!YGN>$Wm8LqjuxZ3ju-1>F?Z2gyQFu?k|!{4 z3?lig`CXw~g}ixRXCRvG+eaO{{~fx*Ec*8RNC&1t`d*Jnr2y>krEu~uM93sN^dXb9 z98ecBmlbc7LaLHp4k;f6pm43?{?$(UD1W}&8Kz`K5YS5(EC?_{E?h;;PuE{VIq9=Q zRj!3$qEE|QofGX2^=B<}gSJH@nxZA5y99Q@-ptziEeYol7xjLzXEisGhuK7g@5WTj zg2aZy(ZyTfgfUOQtHVxYqaE__W$tUVr4=*k+4~IhN+gx{I!6OIMq}g-(Gbr^oGI(k z;w9Cv@hR7XN1DgrGT->YS$5?RD41a4%@+l=Ze6?k8zZ=A#&)dunrk{;!4nv z*4=Y$(F&xPq`u*dBOi3;-`hRkP#2AcN{8L=Qv!>WRP&lT6Qmn=p~BuTAL-wWy-j<^ z8q-u=`T5W@54cyjQ~2VNSj4P&@Wq5>AcUXbC|Q?XfQ}4suI)6aMt4f(ZpEi(VPb6e zl;3J_h9ZyozGrs$AWD{)`!-G8$dfay`9^0eMwY@s&ZnvYu2fxrCBu6RtD~v>HMZel z5(V!y$kkl2YC`7#QT}VCAkJ+Wz5-NaSGSzWmq&U>wPLGIuY`fxmP@bKuRyO1_Z^8| z#1AHzovEii^-+d~brJ0nmC5@)>Y45pZAAXn1FY_1`RGJ*efOaWD@;|eklXtG9`NQ# zjN!gLG00ceSj!mx z(3Mj0)lI=~P!QMZc{EnfF)!#xa^)XBgdRDsGdBv46OHfED?R3tvJzN0oF7z4zZ5dURb&YUDB7M7gJZ6%!hc|B{Z$jsxz+jGV}A$)A?u3i3uX zCO_{$^o(i`L~{axmRsy`(}PQ>%*!oW==Kd1$mkfKzUv6)qOIwjXJp%;)p5uDqss!2 zsVi^S*t$1pp_UuR#`i54>6;wk)!|j(AHrNx!%6)4@jB6#cCyvy;c5>gCg1P`QOW(8 zz512l@48xNcFX~o7-aoS<{<)95U4UDAcqc=s~oVDSP6kpDdcJ-f|ak#pv`~upn9eP%Vy&4TgIlXtX%EBD!6I!#E%Nc|h9S~R^5+pu=+2-U|8_i*{Z&72^)$VOZ~AQLF& zA=rh>2igk~A{7d8`M|F17)#k(eAxcFDu+xX*>V29eZntlHC%{Y-xp;$lE<9J`CIgH z{o3HGf!Ox9a~#xL6Ypa2TL;)qAEv+6~?Q6}1pwNJ%i>h+q?;Dbh$QR!{-Z6O}!xh{3WXYtP$d5MhR%vq> zDwp-_7m#4Z%s!Xraa|_@68iEEZ(@l@*_U}d)s$%9#>rnV? zMac0_yP&LbmzZ~SJ*i+aFy`JkVi=f% zjoZ}t|L#}XYwvk64(8By@jczJOckoHKGG;6b`kQgEdG!+!T9a?xaXmcM~0jDnd^d< zF`B0xY>Y-Ltc57|t3eLa+WU1E70|-_en}y=^587ODts!#8XdlQi*-SoA@l(Kpx3Ai z$~6AyvAz8PIv?xyFtGj{#<%F|j)$8fVU}actPN(_DCBmNK-)+RRNgMg_1=CHojSky z5sgY1+IqX+|J;cs7}tQ(gT*2duxDFIe*B9#G~iHo)IyyGwrv(LU)DN;S?XdUos_K& z!8@Oe8hluXZdFwnn{HKuvGv2RPhZBM@oqD3Maxy~c{!NlZ|J)Rialw&eGDk7k0{%4^BSF(_K-5oC>y;!J7yING^ehY=@ z9$-3b8;U4xjiWyXFk@`f1$TG&ML?3n{pR}Cc+?SdQCvNR5}Y>hxF0?I5ktG(Z?KuY z9LU%?=l11=fK5Ya#~SvBP`rN5R>9U15LaIAy-BGK(z?#847^W<6!N4cSJhrZlo8jo80nHZx!P8OMa!D=9*q}yb7Kmo03T-rjPBM*8`OfCk;t&zw6 zm|2^58Nzr8+1j%OE=2nGYCQRzMK%&bA#2(4McL?s9`*41x)?Yx$EL5Eidg@?A$JzB z&5wZWQ&QI+<;J1j2P+$OYN)|z-$e6J!!V{S?P!wsgECl0W!T$d;18W6E|Ol}^JGPn7s)-2t2~-BNflu0WGU`&)Sv);+I->v8~jD1f#*-9~w;& z+gd7R?J6~x+j3P`k_;gcPg82iZL6W+dG~w=EnCEIOCz0Q7R8%K1pdO7(Txa3qktW!@(f% ze7~mW>Z}Ify}NE=BSkSNt6xx#kGunmKg^y`r;P=L4@+!5pK6B)`>m<$3^@?Jh^}pd zN*mUDNGc8PHA99S;yY=jRUtVQMZ{{WBKn-&8wM$*A^&xY2>ZKjNc_SF{xH9_klfAA zs#G6^!r7f;3%BKx=)wi@#H`OAk z6G>tFAKD?E%Q`F++|3HNZ?Lyj3WPyGaFKR^Q8Ic+c5MqC*F0$VYqkk0oP(^*{n~SW}{A8n`lOj zSg4{?jH;b`3&lMguJsy>K&5<7#6K{tYrZaFw$ssjngt7i4T3!ymF2PFj;xC z3^YGsis^2f>L_1_m=>RIJ?#LZ`PfTmBH&!@T@X=RJdk|uAe?@FCpPPII|MA__T7=4 z1ON8*=U3O8-+g=oubGX&FjW48hLEF_*hF~$67;dIXtIkNe%UF z?D1=^tGe-w;{2s3s0}%{80YT`*&5YzOTw^t*F`S>kG=Pdsw!yGg;79)5+oy_pa`f) zl+5WOs$>uaNunsINRA>1NX`-^ixNbFNRlK<4k}0nQF2B}l9hDNd~-eLo7a2Sth?SH zGi%m+{%jws*ZDFer7G#iYC6>I9JFAAPYw6L)>P^ zF+lo^(-s2ZkfLPrQdv9_-3gKUNksuF3_=FK&+bD@_6Mw9jc8!`oZVhU)D5I1C-_$F zwIX!vjx}GOMTnf5IW?(8626&l%d5_rpaWd~b8ckXa3cJ%!M#=&)H~t9C&xC6Y<4(L zb-o$LkbL7jNjC2fJuh0#-kQ8bhmH0I=$?mzn~vq;mlsWFQL*;N5Qi`7xg0ViFw27Z zeU{}d^`0-NW$*;t6nTQ$HdUL*uTw#(w{jy-EIAq&-6&;BsfPFcmu+@>AHZ$l?Grz2 zJ79T6yABZ-0jD?Pl6yuINM0f{v3CprfuSD<&ozyLELFGOfO;z2r=d`jeWeNmbxNCe zH?JTshbz8~b&4S475%A&1%pV^3Nu}EB%tj1_E}OL6I3Q3bLd*57VNyxzj-k6Z$4af zwTeit(jQ7}@2F~Rq@y2}BR@3cBY<-1)*U0hroZ@bXzZ6rk`O;gDB<=r3ywy-Twd~L zE6Bjc&;HwqwcnV*6P299Q8nQHU3yrw!~^1sLU>(YbU|R-wGTYU%OG9udBOThD~PKG zck+CV1a`in!I|}O@Ot1flN<2@8mstb%?VT?mn8PF8~+s~^L%T3H%bxOPR^Z3QO2NI zQ<>U}QR0BnOV3yIFhM-m`&|gaw7@&rmvhv_8kwJaVz{@|h7?m8YKX^PV-n9w960gW zA4p|2IoK~`AZ^J6*>?U22qlVlUlndb^Gx?vtdspwF4y`aT}uv3-vxfQn>>DSF^@0A zlOh_?w+~d`b0&vv)%rG(iEWI=sgWXOt7=#r{`NFe>H$a?mOE37bYl6DPouFy2}m5w z&Pnn64AJ8WC1ZV2aPeE|hA`a(P|7APm7q+x-Q`7hUsDz4jDAzRd!mbG?xGmF-1G2x zct-AGnH;*y6-lKehV>V>`@QPYxPzLnowiDEy95sYx0TLk+aOUgF{kZkBS?Ee;*ILX z4$OgmXX3ir0Jv)L@%hSZ7AiAclbGd>03j{M(b(%B5skiSYWn9$bf8{W-k3!cb7|3G z@vgN$(3M+UZQhMTe5VT!_mYsp?slg|2jwqJ&T$Q|p3Nrs@)(ovSr-9CjNSX?xjMl8 z!=1^j8-?)uTJE(0&ktbeulcR@dML244jiou8-Yuvw?zOo-Ql>#8Siy_>f}c^lzF z2CD5yr+tN+Ga(-{62$bQMa&Oj z9F7j?5yW)+;>wrJ#xKc{`QzkshKd!o4&*p&YSh*0@}VAwflc&G`2wB~EYs^&=kDS8 zfLzrYJ*Sc+u6(HaPSwjLJRcy;k`tTy-Gi%NKTb9@Y#m?!zWWs|jC*)}=_gE-Taxkm zMrr(P)nUfB4^*Ot4N36&{^3D?uCqkjVGVI6@VJ=yfp3i+3W;%%w$d?x*>X-7S0`kE*Uob z1A>nkeSjJ#52f%U>2Tb2)1!>39vE|@iG~dV!Anq0UnX=Gd`fSdc^$~cJ@-HD|9`zk zoF)oe;<^geAg3BLmp3p_CK7-GuaV>n7haR)S4_8sQE$uj${* zVbA0F|9*5b(hlKbc8^RTy06PDCEgBsuLcQk3mAaeJcAm$mNu%d%CC6eqz4CMTG>Rn zoKa#*{*r)&IV2o>qfAidjRbc1WewHl(cw+)Lt17Hn6;$U*2?K5P`KK=Ao8XRSDvHliP1ZlPcYV-7~?+TVIng<4FM0cr{+J>ft^6sT&fV4Aqn1a9w;pJ?1~kMeC~ncg<)!~WrV_UdQa=w0$JdewafU@;=(+-&?;mYQeKal5ZRO)%1(wS%8mlFo)xGaWBqZ{z`M_Ak*S{B$NlQK1gyjd!(UYn2U8Kn%N6`Gb9aD~e zlIHr<+vdW#L<>$D>T%?o#CG#~5H@!2_~IRBG^X%j=5&-flq&Gm`%HMFn+E&pbtsn*59dgT)R7Mu ziiKk;_-Z*K7ktrH_%0XR+!$)K8OD)?-A;A){w;K1#r#61X*Y&dTSvn> zE&-U>6iRp{ULyI`UP(%OR@m3l8f3Rgf!$vd{(4uyv8u}>j}Ja1!w37Vb?KWQ;0}r* zl;=zb_I=fL|27{ts~B?q+k9+n{pI167qf8sz4`Y;eA)2d-TwTu_U3{@vaZ5E#Gg?58cn z>s#<9Z)kL0ANTj2_ocqRyp7jCBc%19^I?2EbHMz*!TO;excVtsmuVu3@cO=UJh!tt zj@NhiJ-@Wvb-cc_T$!UeMRLUUZd(~hy_LlcAi>l+L+=p1hm!v&RHbb=klCzbbOXxAI& z`^uA{>HdoIYwJAJXz0ICNWl(%A$6oQyEMpbJ9@Vhn{R(7iOWbQ(jJAXQZ?o!835Ps zQ?%|UbNpU$@CtU z4_MlS=sP4q&Q{;)-HUHgd!Oa{CDK>ea|cH-kx!sLx*HLxPl#q0^y_>bI%Yx)=rhPk``%v0+CaZ z$qE{o@N7#k(M7x-G~b?>J-ikOL)(!O=Zj{6gp;C3L+%yy+3r2sdTRnJHKbyLwDxGh z)?Aas)c};veJLF;)JE>~qP?=L`ViNb-Dh3tj3)BGzixbO4qtbAd4E!3_ra2kwN%U& zP-$uDbUk|$Cgw-bA+sCFSpSugu(?M$N|C#A=C)-%%do~bH~VRR)bx_+@EkXRaDm7%SJT0KqbQc@q-OTI7d88QoB1g5?(VB7a`pZRfPGgD9zVi`;o zcz|*uQbYRB8Nit9C^OZRE^1b23*na0heyXlU#QGHK*I?W`L-V{pnf2ViQYE|9rFCH zOY1m~S{JP@RdP3Av=14z8ah9Pc-9A{lS);H@t9y~Mei#(&#}?wZ!(QaT5LOZYc`SS z1eJ?Ga3`j1@j4sNi6o#4I3do!{TkVLXI@erP`1`#SQ*HN6j7y?C&e>xtBw1NVOTaCakME> z@-YFP;_Z>H6gw0#MKxw5YXH6U`bk5E+9;v;#!tBcJ#f=l}340R`L()6`Iz`5qf?->rJ!-(n|kzgzz;1rj$Z^rV0*04j`haG0I`$s=d z-5<{S7a#a9UT^=ie8-f;@9YI>e17u&Hu4%jHY1#U&3~uy_(qli4r9+Zn4O8h$H(rs zu2YGWTEyAceAk`MxA&jo%D?L4i(EnImry(rlPRlGg+cynHDBcBad z{>#L7iE=%B+@8aYlM2orczy3UDkS`VkJrzy4onS(+2mQlh@qKPWuD&|SZmtZiz%&9)3L%^QWQ2|rnv5Yt~vyLB9dsWKkp7v z#f9}P!?CDh#P!Da<1|p|I&-7VX9=Tt=LMZda4{sKM9lNx4y2lY(dz0_HJl{~$|0Oz zL(#XjOni=!LH@q)Zw1`OFt@~Xmz%W;p`nrS*uAi7w0>AdIwJ+J0C zKhjPpvm(FY@-~P`=Af9&hH}&_FzC>c&Yk)Dypr|QusC$B3EsEF6c9wD^GU=RfWL$1AO|C*|95H#pVfO*lYD4rNSKsNtSIsIhiPYCow&ueN$7KHcJi zTSCW*b99YSQPmmE2^wzLcgRU!IPE%0+FQw?lyrciR{@l}OEXCLn$^9Bck|$dNu7WG zi^KoBUj$_Syvn54Lb$^Lx*XRc#0aIhtOPQBZK zOt%@G(uS%*wNsC^zjh5JX&*|^m>`A6GCDsC_{T7HP9KHeV&gAAjGxm%4ckU!ln z_7DMif1-wxw3CR&vf?NOfd>S>9oZmx7J}vp9#NfJb%N!`Kd1eJtr5-98yjA+R=}Py zoiuVO80*h3=#_fq4tZr))UG$gp{FAs{C{3K40}dSmR)uWm|5aWMh$VrV6@DCA!oS* z4Sg|nT&JjkI(zBcRGI6DXZ`(+4+7+1qwird5io%x~l40|v*Tv_b zmx{m%imNel`?(Pb?bo|0x3IyZ?})zbyHbf8_ka3z$*q*Vgb_O)-ix)Ey$FImn<;VM zuq7b=NIXlmfo(UU6O8qD2Zes;6%UPI&)=k)L67$zhL1zbr>GDX8ovUUBbZh%n>HdVrcN?F-||#ft=XK zoDSAi1NAqjG>wOA$Zgdi$9Rkse!le6?%*B6I2Ub3e`YBJyIQF^D}ibxe70xT#zF)N zEEbiAtxux;B;Q7cEoR}U<1+Qu)Zh8eSEm&`(k?bZVe0I4If5_Ob|5T{5`@ji9f}xmn;J1S9(h?F~5>A)9agxTt&ql%~+E zo?&x^lV1lmr%fXfSNFpGfgXF<-%0i4Jpriw{qD z0A5lQDfCwz5Rb5dM93XG*zfsO|7BMscHhhKfz9@}eXvj=VbGm{KUh{C3 zOxmnrG*gZ4J>e~d65r7`h39+Go)zn@V9q+|tjY;!TG~RQ3olfPG7dql7^Rl$(lq8H zL;2GS=~(;BcyEJcyB>{fI}7?&io>NR(fUqSyomh6qs2QL?jUQ)euk7h0@acH6tZ`6 zhR#&~j3@23$l&!I0oEuRD5|r(SxOp#W(Kc~@?zueqFT9-=t?4TC>Wx=@`4tw2CqpH zFm7UeIx#c5w#9I%^XSFZ@h)_Y+R^*VLN%Oseh_-;`7cDuHcHJfPXb>IpO)?X9>u(1 zI>xgmQ3%Qb7^bEVwTQR2?M_L&2sHKRlT4HFAkUr?EWLN9K;?e*Tlp3IxcD>eUVd+; zRlL^-e#NdlwqoJ%!a8UMB7VSN^ZUDnl-Up@eeaUXlsoY5O-&gShoG3WeQ(!woZ+c* z`m-PQ)@W@}8pSvV7F6S->p_k0_B?Mp$weG@c$ zohaX#0~q z1A)b$DQxIXQPzPX&ke0#nyH2~TeY4Argh}$B%t7BM+U5;56>4L9mmvN)_JdLR0s@4 zvdWwvs?j&qh{njvB0wu!xNa$(|y4FK?;~=V-u2r0-H6`7&mBmnfLc^bMS4 zQ&+GK??D-R=fA91)WCIXkDzLcsS(qK`0#$Tz@R_9b>I!_`s2(2qdPwTzs7C zQSkI+T#}L~XkA$ucO^T62(K+s5Uosriqz!rVC8GvJn(0Hju;qw5)U@PWu-};eKX-8 zv&kh{=CA}$2olu_vG0kRycyHMM0f1>8_atxy@S!@R?40QjWb9zU!C9`utI@DXE`m1 zY+$d;-SlQk2qL)dUGkRG9kRY1{VGrui(0LDY+0KRgSp8gx;H16Fpjqw98=Vbf%tvR zxyKhfkc_9Fx?FWN^g|(^PRttmQu|Zq${{iccj^C}dut3MRkfv3$X*DimCoxO(XK|O zx5CQwxkO;0%yHm~&`D%tPrY9ya27)5x+X@B{@s7o^970(Awq+95ZnBeujd4-P=V~CHRnKZB!kn+XryK|DE=T10Y-#^ds&$a00 zCns6ANI0?~c=W0AbEKBHU0Q1y3MYRa;43%rK`Dow2wDey;rgif=vC~wVHcW=XrJAU zgXS-H`RpSL5w+=$k9|)CA(U{cVlsvjsdEGw9#L(EJXcOb&G!?C^PG6+;C45B?TtCb z@S7Y|UX-+TxpRVI7`K;p{0`=h>pfx*y+$}7^R$GNp&KQs9N!zhqzF#dRJj6CqDanB zF5tWoy$qje&-YC~X_*7GrM|!S4*~DD<$dFC@^R1cPkRcyHgxaa?SWGqDX(VTp2GW` zzHv#OdJxfhZvH+SpZE5s{C{?p>zTPOzi9_i1#W3RME&RhW6$vEbSKE>^^!e|#!!G6 zv2vC)z=N;f`($R^(P!@4m8CoSF|RsoLZjYWIbMmbw{x_tMZo%Kn)( z-8f)md!+5{UWj_~QZ+211VPFxv3Ame5>3sSj>qvg!{kKX#YbTis7klv!OO{Rc&U7U z)UlczW+a9+ldU-+_%6psomAQ%h_(EUnM5Tir>5%EdcgT!pI{N+ zAz&WR%nn@O1V{2WKEa}Um@mzfkN2D!p_O03r#QbG*}R^yO;uv_zpq9vb&iD4Un&=R3hRwJH23!Ez~=i|7bZ_ncyh#hc1tG`0u)=krYxVM z{dZXHmx)55U@*|Y%E$*boMkpr+4cqJGe;%13DePc7DMryEOBrq_>d-_W+7s}ebkat zLJ%--Z7)g%QK0k8bacET&G78h?BUm=6DZ^?VSm&{H+&%|dl0X85C*PB0i_lvm}igg z?0c|-DR~ha(V^K0xx;F=E?(|N>O$Ww%XSoCn=+4cQ&beu&wV&af*Ayhw3L=5%D>;| zW!|+)s?ly(7j1Zv@-P`}X)kBI!G33{_0x>_u?%nc@%D+g;`>O5*)DzlmA(MUt=1Gh z>+s0Wz=Z$i+6o7?SfH@)DK==bUPiVW1xtaO|(Ck7mA6Z79Elp-1S*tD!;#EekAI-h@!irxx!y|LD;=>d}5)r@WJT_&*4;d_ZrA&nq z!sSgfVwz#!T21v3^CaSIdiSGFvIo{{wHmXn55h*Y3O2Bj6P{9ggpKg;V#bS9!%E{D zVX5hnZn1ecY9aBad(?+@z#TSz$JdN0#EqwZh!t+d-FfNeZB94&okCU;OuZygr6c&Q7{hc4LvHm zJ>-qUolt6}a3vOp`NZ?3IF|)*SR|B)_zITK|FO%1;FDfW(~ZMqHXXTabNKUREXUr- z-70Rt$rC>}R2CTH^RcQ{%Uix1e#6P1zfhijFA<5uDfVVfR0N?oOf5~ie!~f$UuCu9 zQ(QwDhm+sDLVlF939s+AX?j6JJ6_)ay*$~Q#dv*p2Tob(yW#a+8o$3t!`z6wUo|m( zWvm}w-!XMI@lxg(m^5yUC%*dv5%iZi?bL;Xm#8RF{N*4-JYL=&x*Y%!*5&MxkcG|& z_cA(;B|_YqI`>hkGDJ%i?=?$$4q%$mi!zHA@z7`n+R1!^TTySn^AUeXD@Fk+H>3LC z9P@IR$vQRU8k!`mpXG+zOR3d&`}ZS4qT7zgC_lhur$jkvfqvB3-R@bZUyx=6-FsQn$DA5C#4_F@1 zk30wy`34U>GdTex;JHgrzKeM`bH27Pp%Lu-`6*rpcB3yPoutqF6(RQN!kXJYF|@jU ziVN$6f$wJx=Ux5}^X>V_ohw!$Jy67)lg88h6b`K)q)*VQhqjyiLTP=T@JsBo?VHDu zKt-M1{Iu~odfLrTE>j)~%O8Kwp4jh;Zd6{_Ki}dD+IBB;+6L0l3`pNdNsR;2bZwmg zjUq(%Qe<;=Q4qo`kBh19r$!w583Dibnju?Gv|0DSB>I%V^TreV{mT6qrR_a92!y#z z8A(Z;aHg?*&_Z|@6VPJHpM0$m0$D37^FtZN#ccpKbyfRLyz3*!wgFE-Ra@&#(w{ht=;%yEH&^4NSQ|!bAqv_ z#(iN!0`yr%Jngen6a0F2I)g;AAGH}h*Cet&53ZaZ^iEV5)M=G>?B&a^;9mJ&u-q&Q zHxK+7pZEQBV^jvZfS~;2$n>vdI9&duNHpjpaQvElsOcCA-^h6Sj+kQk9Fz28L*D1; z`1_liRw|)z#^MYAR~a9)B3-X`z1|mg415%STuMVF)=d?A>TwXw!N!>GP>7oD8VWqP zEC@H5-kcuzMS=9JT`u(OZwB^rg)83oCQvR~Nf~?J4Hx+;ibNli154AXrVnDAAR1@- z;S==^hB7ZjSP46SkrJ1g?>2X#n-p|OfK6turA{Rk`XFwt@K(PY zwknLiK9C+m=aQ5(vMcq0|1KwOLaPcc&gqZ7$upzm&kTp)*eAuENyER_=ey^W?E9U% zp@laKk&Wbm%zUf8-e@UYR;798i+&-|f7>BWoKeR<*21o zXZyAGq|aLieC3P5S$4TWVKD_DeF)~m<@YAA;3p6eTkh5M^Lq$W%&iE9{91F?#e{G zjBM-6zcq@Efp~mnzpybQ%>DK*YJM&P{lSwGk>ONmoydCXyG%FeTrL$oM=^#HNoMUo z<>-T*bHg-kz6u&t9@q7Kl@4767dLe6i;x5Hd}e}a60r1fes|l8!p3`sTZ&9az;Edx z!A!LRq{#9xKB6fT&hjzch9uwIiU#kU5j)GTA45Md|in6lo=ET4aWTqTx1%9 zJGr@PN{o!KuiN&Kai9pquN<^z(56B}zZ?$r9K-TceVtc4eWNHPRJZ?@t3C|P7oW9O zQbF%8i&R+b8-hGBu{x6MzwNu=Gk-UEWKf@}Olo=dy5fDX0a1IqT7G3yc-P zjJLhg!Sho@sI@>5V$#y{SUr;jE#~3kE7(R4Tj@kt%;FuFlu4^WU z@V(VVSL+bR&8OJN4+I(ed{`Kijvx)uw^e-q_I}SCndY%yM(M#tTrF~Aa6KjStng<> zXid>4^!FD5$1X;ao)Rh))&KDMIRotXR6X~_%RCxGr;h~apKQvH0 zA0oy^`q5G(V%o7K*cAtcx3Y*;BNLG08zUcz>TqChKlh zv>^Q_(--AI8u%@)cF3!;qj5>?6NH{!U_Z$8Lh;FO^!O-ke|G5zd`$KF5q+8+jz`lQ z@6!_jnWJ3WhE9y=`Rhx$YcD%t|4}A!n@2OqSc5fF@1-u>X!Yav#Gcn|aq{lNJI7}s zPGkH0;yx@7`-k71u6JpRzpKDwu}~qC%o_%1i?*uQojEUynWL6c}YFxs#`P$ukU8kd}PjHJRhTew%abUh1XY&M{nky z$~k;}rikz(E53dE1Q$jOuHfUXsVZyeqBJuhMJIIQyl5FBs4tDJ+)07pS7&Odu<@#q zf+0mG??%I}E?dK;*f&U4#Gvzbdp2-wBpV&`ZANqaYhkiaWx=*6!8+>;JF0p_Jh<4? z2U$;#Zug|Gqh8CJ<6ieCfaIcsmW(YMth>02zP1(zvv?^^L_vq%-8Ce7{I(Zz`d!+( z^QMsR;~jrSjccHgMSjJjN(-%gCg)A@ONSw&@?P$JB`7zW#rW%9BBX{+1ins+K@(X^ z6c0{E!gOiBct%SR3Y*EAq36p4&YSJ5`g!%pk=?Myp%eqx>jS00i5U$@k?L?@{l&UD zZWiCOSJ5$!+Drn^>gS*o`jiPVZcwy(Z%@g=>_Gj9CS`j_jeWD9|0;i9vyJdm1 z#AMPP^HT81JH5ZM!xpr9Cs@+oq{H6&Nl9(tBJ?C=GV!fN5~#$@2)@aPLLI+qcZ-ik z!XxH>rD*N~bOfw_sl3Ys8nw`QW5YT`%iLJ=LkA!*?>*V4mLsS!_v!Z!kv(u;3|R;# zETeHb0?`wX#<1}moZV!{m;kX{nBVCYfo*yre+N2h#AViaRrpCa%m{{2&t{CFC}W;b zlU;p?@+NFk(osc^2aNdpONStXuXgpmJc5enDc!Uh*7fs$-ZgK}RKN{?W-l_idZueOp` z8YK%5lbnP_OkpM{bNqj zz2dQkSdt_6ONTSS%Y(W1O2r_5uVK_I?rM1FSeq!Um z%TWBrFOd!I(`SjUhl;>c>G`I2>xU8H=(X`zB0Z2ZShrziJB6%RDi-};7(&Fv(dFkX zmykzWynVmx5bWIVJ5thIh?^Jw^j}hpR~e(~Ac%;w5`8&e4FU@7@q~fb;8=__qMrMSFmz_p`V3>>f>|Jq zkz|DDEtf|4wXuAs>Z}754Hf#X8m98}csF>Bad(Ywj-v1Ps4PDk>Vr&g6E%m53L5Ki z%qmtMf&-bY_g|pD`2fK|#hgpf4XL}6bA^xdz&v1NldP*0{M|?r8pdt^#RvY2*W3Rr z-|4@?yBKsY12?V%S;H<)x+UYVjq)s8OatDZ<6y1apBwTLCoj3YJm*3pgToBrCg;6m z@&1_~>KMy0$#I-KP*r{Kku^RZrA^AbWD~o8{O5fdwwJX(JA}_~y6?I7`ZzX(=Z`$O z)aJC*7d#)3YI2{cNlL=WAD#%^mvag4&*_$urJY>F^MUGvBAw(jfGaOmzaZ5Vhvx&? z*9EEblgDs!-x-CyVmdJ#UOD*8H#ZKi?`@Kdcbg~h`u@@L&o!sJt-6Cb4GM^I9{6e% zpgQ)m7ic6BVf&<*%3YNxBxTkSku?_$`7^>O{#X(6adD-qzM2UyYd-cLu&PDpUki1R z9tEgfvp*T|6YH-@^JKmw)CKd3gkEAYONjk5@z8_M!?2fVI^5(<2g6#aR2{5>Ff7X& zJgP~GV$N3RHZgX9{Q2%Hi;suUg!21i;#9g&+F)F=Wp?2&e+^V)2(M)W@(( zb)D(t$~xjiDbw=b&cFueFu^GH)CNA017W;-PAbPO5Eu2aaYOYG@vvQLnlQB|%7DDXv_p&j5CO3qDO>@PMNEb@3 zCL0rKT|kr3VTlv8X)sX6&f8Up^~Vqw9&}Vs1V?(mo!O!&6uLYZepoFA_Qpm=U+*hM zzb5R@5$k7y<@<-SE+w_-$$1z5=Mn%L?~Hs7XR@I4-h{)Q*!)}#kt1tIhL%wO8I~LK z`NKd*7wHmMMF(n>r$h~p3WA0*t+&xpGE|b+Y5C+-2RtBsKNn;)jD%gZ&M=?Uh3ZP~ zFJeR&(diIFhkVNSa8K`gT!d7}f7-u9*DXF&q}IaJo7OvgUwy$tVR`8BuT&7Z{oo`$ za{)TW{8~8gU?SvRv**yFj6$cSlCo|$M}ytypy-+5Ld0E>QBEtI3B=WWBn*PJXxsn( z_(QBeBg#;esNDMq+GV9(zP!~5(TKaewq+5C#mU@PbR34S*G8r-=;^?JIh#6pQvkZp z@I;vXBtefiIKnJv+9A?h^2&|*K}1MN;6waT2M%2~C+QkFkLV3X>-55^pmFH*sS8K{ z-^V-GdoN3FiZrk|o73<*t^j2bnFo-PC&II%xgDgBqR=&_i{*B1(a;}Rn^Ce{h|1jv zW4BLY{jn7JrBk)F=&UWxip5oc8}0_Q_ODow>H~%~cBw9?k-mLa|M3!TI=&NBHL+GON3Dq0Qx?nCe>6YMn z5iPvR%W_$N524F`VPR`{zxMy_y&N9dI$wtUo`B^SQlix({!o8eFXNEgGgw&6IjD~* zLp}UoPnX__g$2FyNhe4WkXsx!nCV6&5Q`q3Gi)nC&GNN7)Hl+ARf>+}za~}c}lgy@nb7DbG<*Yqvce~(< zr~l7Z-z9W`@zG@lrV)sa3As5mNC!Csmm_XD34%y_PM8`E8A4qSqo-6lKv}x)Q#ivg zA{qEXE`3QC4*C%vZTNTr>!|$a=HvhF_UB*i`;Q~_AML4m&(&|^hN-xD_j}HuE_E(` zzii|L;dtdYJm2{lEi7{A5PluKtNU*8%vHSqBTd!hYFcC`?tb zt@!wsqV3`2f}D1o+}23i$?CWc4sSkmG8B|9!r|xlGwDqF@cQoS%fANS@cyOydFu5y z9!KNKU)}U$u_VRwvvsm8c>M{3lk1h5(|Qu){YCCOCqA-Y8^+14)e?mSWAXYLwU-An z|HA7_8Ijj^^Bi8^fRQ$qiy0Zfq1AY+nW_YBy*gQ0{NX8B$us51`^TZO0w+u9r?GH! z_kmloY#Fjsn!2>i7=#|e@EEIr!D__I*5CV%Ng$`b48pNQM6 zPCn)9Fl2mBNt};ogo6xDLAJ?)Fm0DOa}}#!7sc{pBGL|Ueblr!U^I%x#!_BB>(c>w znw{4*`AW#d^k{CJbrl@C_He6m6u+gkbsvqZ>$<>2BG6orH$Wq)!Vj)7|jW?q~%DMBoA6QYUknJ`A|ePT7Y z7IEFwirl>pKsqMIis-a{YO_$A*<$EbgM>-GH(#UQ5VxszYC6_i^Ru1?c?o&II~10F1;lrx&LPD z!^ojF3*d^@gej`FhFi?P6vFM zyz_R>UqDa%2G5VxR{_~o+d9FZ|Ga&6*@wT^^EUwRCx_y_V8Rk9os{lfclT{v=NX5V$n~)$PL?l+M`m?;II#EE1)G!00EXO_2h$k)oMG#hM7_5%~&b zd{Jn+S*U=eFB-mWCCktf6rrhl9cf1FIn2k-qEcFQ?0Ug9mE`_=1e?x<%j!-?&`N7o zpB$F2o;t%=*GaI1vIesj?Jb94l8Y(ro)8_7uWWP^*I~c6C2f(jmP&$VF1Q&NOtb^V zOR`u7h9RU-uQR;)Ne6Ct3+BB$^e;Z}AA660;2-Vf|8%~?5_g%1w+g?16SV86&F6&o zf1I9U3+aFH1UK$qL~v#C8sPmk{X5fx4+!x78d`TJam^*Xea+$UGStk*`&&XUXQr)V z`RbqNZg8VGWhk-(hiOgk*e8ly#bG;_w8A?zbvXP+VADd@5U;PFc^3cV6Fg7fW4mnp zQz-^lzTmet1ub?z^iO@Nr>_YLisSYD`uNE)O=G;iH`-S2n;*mLtErPUXOoK8_j6Fi zNk>ty6ZV?`n-9WVj0tw;3W20^T8CUSywPPD z<|Yy{A0TpC)7O+qMbGDHk_1?uK#6AV0gt9aL=adV{%Vj5u74w+i4P-0!bS(QdsM4n zH2?HkviDc?neA%)SKAg?4m(4sh5eqj;3b1yFC8`zKJ;Ovw0RBFexjnFO6M(@T4)id z-f2cLdNeVCXXU~Cz4?^8mGEEw8Yw3~8HdlEaO3gZX?u|;klWC@-Xs4G)|n=gyz7Gg zukHNP-haG$3K(z~=0Aa!6M4_;8Su~jAIts0#Cx>ui}tB{I)t z9x^8~&r`}6p)!Or%aBfn(_ydLDBi>L&Mr~L}p2IOJax%Zh2+8 zeGk}$8uQi7ocNl6ca`aaoYF_M)p2NmQnwqqiXJ4pgk)B=@c#z%n8+j2;xcNwEp z7^8`nz{NjJV_e}s*?~lBseW4v%R|?D&vA2S5%lH}L#IPfJd85Yo->foM4H(HKMW{h zKvMo&Koms?I;8SBEV?`x-bAT0vJYmW!wXeRSA~<|^S7i&ez@~m5(^=IC*!z)#rg_A z{T~vvx_HoiL7@pQ3|&<_Krw{I##hRg)w{t)rb5RpiUhO^KGA(^KMXd`8lvSVm#_;5 zPFInftAoaSLhLC)R!f#hUEy{Q(sSfdTkkN4!`HAK7CmoJ}Xw9qcrcGhE`}Q_uBSQh8xRKDw z^BXsR)~>H?F2@6%>J|DD#VSPZQKqQM#}2;vbEOD0dDbk6wH7}p!*!8q)3VNMZ> zrM#c@TAfGr+{rz|=ib74(yHz==XlUmvNqk^a|fIwm@mvF{`2+5`}g4kMRD=KkVt}& z@Mfae;5U2ClwyEbb5*nCMKJmr{L8NHKnTctgb#_BWFdb{@VYL4GCW<&UY^7G7vHiU zd0}>z8~6nU4h`)gMLlx81=)p7&`))#e0B39V(+Nom~HNc0Ku%4iu)vRmX$}ocds2gc^h*f-kWrKkCTAgFoh^Lt}Y!nV!b>ZpT`l?MEUs&*TqkGGJ z#?D$i{p@^llz@*Mp6=q*Dt7WE;Gu&p&Y^;52>zoh_tk>WJty4XI)9DWfxj{s|NI;N znKY^{0$zJ?G;fVZfWYrQ<_lI19|-*R5pgtn9qz_If4Sc$_hr*zJRLq#A$#n29iApP zJrvb?n!xX_(!Iuy))RqzNngRL>LH@OBX;&>?=6^*KYeL#F#_?k3S3Fc4TGNxD#e=o zdFaJO*5JqcQi1=`c=Pe`YBY1JfB)|HykPE?#9Z6I2Mv}Cebw`Q2FY6={KEXdpc2Em zf@5#qKnIgAyy~8Z%DPJ-GYn zB+r607bH+XaRH}>Z9JqBhp&d-!`+w3x!8H}Yz!P;{Ly@AZy55J;VF}d3W1NuM9TAM za?!i4CxI0l$uQz^J~42x66L>T9!q}01+~}OCHsd+k?j}tFE8?%Ada8ev83`d+M^h? zaO7Dxc#|X-@$`{_lh}byc4}7md*ONOL*Y$~ukV3&*5x|5_a|TBlu$P^pZ!QWyCDZ6 z1qNRO<;Bp?eDe7PF5LfRsag%a(}_^w=4aKvQUgz;>aC8@67IQe^GPn&8Y2savv4LulX{Y1FOf-GI#(u9P;Cz~6CR zW%9TqurJ-1;`q@OEHa0wVb{Ytcy%Eu?dGozly{4UitDmGJi1xsb@aUmstUhgd1I;< zUQ7IGxn}jR;{nsO?&)zHo=f}iv2@TO6NO%n_S8~~0e@}Nxi@=5kkDVUE6TDVpp+o7 zpfZt#W|>}%Hc=)+5_pIiH#w848NnAyLJ|eDs9==8@x;DbPyi zeMe|dEwVSD4VZh(3#JDv$T+Pi(a8uJOOBjoFjrD4)7d|Y0*?DmsLs8Dl^hA)9-iGm zy(}8VvB?UV%oPRnV}Gz}Nscpd(hcymbn>iU?;CW}B$UYm$%91%Y#b&%jfzI3SHtt( zfJ_JNz)_PpD3*z{RLXb-4fWR&7;JW)m)e$VyQEaJ%cHc92d#0F^jpgh(EeH8*eS9Y zKqFb%U7^9~Dxqj4ZbfcYd5AgUf-%g9}L8&2KGp z>_RV>Jkh$$%y7cKzro&9?Bhlu_~+e=rP8(R3H~Ot#Sc8f zu>^h%9y9=IZo;?kkcx4a?jYa+qBoK{(sM`g^#|>m*iE7c{Bm5Pd~o47;ePZ#&JW7S z31h1~Pmt1nSzRX|ibAqZ%Fx_*g~TJLuDcA|p?-cr(f6hfFfhx|TNNFF7LI!mcjpDe zWOh|-M`8vdX^UnNvZn>9EalbkYx9_Ol7EL*R5oNDG<@^qdNa;nZsU`EtOOE?caKsg zjw8jT{X#ALq|nmvqyB!tXDm#gMQUC$6RwE{Slq$IE-jqeV))f73V#c+dq1yo?eNzq zySA`A&0K&(%NEmLI0ERriFrNXGM5UED&hsA=eG6g$N!Ai576wktCY<51Oo-4 zz3~u=^p3N45#jp(Blpjz$KTr__VEJ6hnn)79f>HIKdDEIabmGaI_DSZz`1HlxNP@|iglB~V9SReINX9KEA&Ixxvh z3U&I^Re4IEF;7QxPeM+;ibI%%>s*1E#6NWSygkZSx9bbR9Kmx#)RH&#2J+V$ji=-brD?i}Hh(tu-F~0Pi3RUfxeF z_<68BeqKLq?U(oB&O2vwMz`GwfIr>?CH#eTpsr=q$vYnoMz9nx?d}QJ?kKa1FNC1z z*56zfey-4FlyEC5#15Tlo1&dP?ErtCSv>rCAp)72M)_%n2Ln%UFBPT4V?zDt#n+?=qUB+P4_p&P~+RODI+wFlB)Jn&u;C4D-Me~ zw#%Qet>^@%cB)JW+*=zbx>ST>Gm<|Eq>Dl{)yD7w2^YF)aK83j@B&bOJ<{Dux>Mhm zt0MPqYE*%&#T4lUHvb*^9=9I)BIK(lWL3N+5Bw5}-k)cuL}acxh&eFus}h- z?t_l-Fu3oW3Ud@{>>_n!G7bT|ru^rFF89&>!GL3=clSeo&)#yKKQq{&9y&I4k8BuW zj-ejE*^J9C9h^^pxCB_(F_q6<E}(KgEv@SD30o^z_GeJa1mXGK(~bNk zNcysSE}y?Bu!I$dL~(KIcQXT+q$7*?OXWiiR!{VQ3+{2Lv!|lPp0!|Qq?#E-N5@(c9=6jrDc8}+ggmv@7j%iHRB zGn!*)-QzX?7@DB!!V&r@G~L1Uk*1RvHX0Iht;a{Pq7S#O=%yA@~ z|LOMU-?caY?ee9D+9vHH^~CG-taM)CGb?=n3~CzK9E+Q)eQ@*Z<9IOo?84fTtHW>O^MeMDR4{q_(zm z&pe*)8&(pe(3u%8m zM}+-3p$7F+?|2COUask&8T8$SZ=a;8kQqdoiKm76Z~VzQC5or}42`tcJG^1-?xar# zTQn}7zGavHJ`Wgl5M}Y-d|xPFnf;DY-ic1&nb!qZO=;gVTm&HeZ`#I0&Sy=Y$sEpxvwxHx=68ubxJ{w9$F zsgIvuMd>)!?oeE>CzlP!nlo>O?skVI;~H1AoJ^VKuu{_;zIrdcRzj>6uytV`8BR{^etcSGhUrDK|OL zMr+jDbxdJxku@4>7c=3NHEG^E(sIP|@sCh_8xF73kwtC!oQeWPV37T7Zj!c;fzEKeZe>ZJ zg+|*~p|>{YF^cyeE|fQ9!`66?NBX32c(-&K z!|pHG9?=XdFRM&YuHRcx$y0*P4+mE}?G=L``@2@If966uT>;9x%?nU;b%fqSdFOh| z@7&n=@?o-R`_)q64(6M2e^A2bNd4ucatVR=2NKT^;#j!2tjqc22|Lgm7*XT{N9u#nT}_oz@Nd~zt>5X&t_ zT>P&OmhKkA<>S8nmSKhqC909JCdT{#`aQ#~ylbsH#xIJFDlvHd38V^1CUh-a2d%Re z`6K0x@KQ<1LfP#mB&?d6W^s6fbF1Mji@tBt-8NR|Ikq_PsM z`*u|nxcNdckBjNa08jWSTFREg9Ex1>GTa$%y22-k9ulHTJM_>s?7;U64&e8e1*ltSEUN|7E2G<&-Y>hL$;OVJHrTsANNRrs9Y&e=`!xJhnMj zR}9Br6#h1l9Y?l|hs-&LcY#9MV%%Pu&sf9XDZYl?nc!SYW-UlxjI0*+I#b1of_-FI zP8At${H&`?MDH#@Pddqp)sdb0IpSQ7dNZnE&pY`^rZs=)(=KcNcD@c~Z@C%Focn)x z;Q#jj?SB{V$ma(wz7inB7uFl1iMkT$hS&2;<@LVBhpysjO*_G;=NAb6kWlI8i7Ryk zJn;UQGxkn02j5;pclD>LNGYC{Og8uHks;s#q746IL}$c;VrrKOc%bozUB#~v0v>oe#{uN;9q`YSit5Z$ekb68m8MNn?=b?uYJPJM zM*9hP;4gQ}xFi*UUmihyjlv-Uzn*4Gz4|r;ez`J3_`#jP@3!6AE}17fA|fMA;KJ^P za_&wC^iifRnG~1*mTf5*y_3;G2Mcb#&aKgetik+m()P~i(+Mq`?pYgH6D&g&9l?mp zbaLu=_7aj}4QAyNd55tjRkO|5gh2?|(X_I~EOcIVWXmZ&5ytQFOWfvsi58-?Mo8Fx zq5b#3GJ?Dl`!+m}JR3v7Yi){pKqCR&4_8q5P)7qPdUjqf)JS&tYknR~C>L?)hsD^T zqy5HZ_5n@je<**U*vgcGh`|ml z{s`yfpTbaxdNE-niaSr)D1M%^GL8n+FL~ZcI7))53R`SGG#f+F@yd6j`i>}vn?+Lz zmp}OZA4_h#TrCte~{5?HjkH8RqU zc{*u^ls^lF9%;Mrww?sEfUFOES)&Bu_2>M=f<&k>tI2jvv==0}`z?AtRPGqxS1TNx z!`EsdE?`jd^H?ZIeQ*1^g8Tm{#3+4q0r&qg+>REzqHY3R0zyYJ3>=V}O0kDmtUm1C zO~Dqntciwmu4l=`Yr>=H@BjurXJnLhp<~x;8(2I%aVgj# z{XIfqaZB4j^<6x=`Jr3O$cYBLuW9>zS|Uc8*7Q~8xcmKgCA7cGoY<-FZLyqZJ9um0 z?fJif{++=)^!<WrYxQcvM*`k!u-o33Mv2+xB52?<07}X2L-1>`4tOx*S9w zXT=fXnh5dfK|%7YFOjPcb8AcIPsH}TNurOl1G9Eyvbi=C3Kyjln$5ct(D$rUzEQ_$ z;JrdKQ~ncTv^O-4ZaM261UFm~lGE6^za%W|KmF@yJ!I;s>{hOdfHYf@)ia9apg7nr zMl|9M-h65`XMGHTsbOK@GL0*`ARwXF%pu)9KijV`wPP=9qJk`shCs!hb%`s^Wyt)1)29B9 zTVO|e#^HxdC;Akd(DsRC0lCdi+kF^n$KDCi$n8xHgou=k6n?z~L>2Y(?>!M>IKHpm zSM|UgHXIu4WXL6U$UCfWzp`S_@E9(LRA3W`sP=&gT&h|AE;{Fc8n0%~C64Js&jHJNTN5qB_w|-<`E7uCRNpH@7>XZ(6d(?@Vam>8*F36-u|Q@wDlyn{_$TOWSsl$U=gqA>|EW|82v9 z?gaTe!hW6p^7oF<)428Xe|`^Qd2Jk(2<^jt$JO(csqychY*k8Rl_i{i(YTx{qs(D~ zuTNp?)%CL@#JgE?h{{>D)x_5yzmcD!ebWX{OBS;qFm&CHLq|mPR`R+V(KzAzf|F5X zLdOZ`hg7Oh@3-Gi;5V!xGwS>s0zNf<`usDO!9M)^@3A=RbxWDU{)clGp?Ggxb*1H`Eaz|HuQa@f|aDdvhYwtWbB2n8Fu?g?)6*Tud z&6{0)0Bai23N<>HEDd!^~-*tZDG-C?t)3_-=`i&MoHIHhw$?QfRrS@+OjZA>rhvROex+CJ7q&+pj ztPhtfGa~7K? zJ*#27e!QAmED-u5PdN|xl))}mipc{<++a@X;$x?F6S(RjVMr?Di0J>OJ?L80hf5cc zoJE)xT3@%Au^80^=}6Mm(IRK$SY7_>Go>xOFy8M@MHYg3<@Bn8OP7$&T-Kvl`FGfz zpP@QDkHesZ$@rIIBUm+1JSKnH{AFZAKM+=xeQCw9S9=#LRD zo-ynAwD;P(1l;`{6J|cr{cu8*%A6;M1jW6iDd=%n$uD2Dtw#3|5Yru+{ zoQ;((bO#=w)8hE^0*CjB9jh09`8y(yPoazY&H7N@{z}kcLJPecoR75i3q8fgVi=T8RG3Cv>{+<4e7rv6V^+dS+nvFX{)R6)3F6{frkEKfRVPoHY z@0cHuB#0j)Z#RWE$l0>K&K2FzF<&)jGlW5@Z)KAQ4N=z;5o3y(7JToF`MuB29j#hR zuY^)KLfx_pTOm(08rqd%R`zHGQHTV$KWZJoG8F#kqT&c}Ts_aQx9u_Nx<{5KIB^Gf zspSN$xcbnSy3CO@zeVJA)BD&x`?py9&Fe3}1V%t`k)D*YS~}X(TQJm-%Lu{`-x3!b zq(>iv-rTDW9RkH=vg&<@p5y2J_IgIau+9K!$$Qdk<2>`}>g zhNJ2$hQ=-?a4Wg&<)4QRh;}vXcJDoXC{wwlw8f%@9>@vQYi4Q!<@KUI6)k7<+E7+H zY{&-M(&wnRo&+Q2Bz5)z^(C}vRn=Mh0XKe~0e(LZhJn#C6HR1l7CQ6Ts>SzGA_OT~ z^6}N<@T#iy-2NlKknWKg?~1=2*m~9ZAcv4pxW9b%>*GBM==uSgNshZTp!(>aucwC0 z@OtgCdOK6(k|Ca6qF3<>m%oIkv$Dx=O70`<=a{RMH1jeq+6~);DN*X zIsH)w4Dj_b)3?{ODYWo(>c>B)<<)KRH2wbks@Zo0ew}};yy~APeBZH1aH9kluV8zA z-!XA|d{>ZwAI@${FWxUAw09{m?|U9gi*LXE+;%y-b>>xD(pmUi%RR3>uaCwIC@o~j z6yWFG4)3cAGDuClyQJ#30#Fl^q}M+&N6PXy>T8baz%y@M$0q_;(N}37*W(u_(DbL( z4)HRpfqX`t+ApjGT(tfCzgs>JyST@+Knns#mBj>3;^G1R z!|&WoC-a^=S77(KjBg5?1Gsn*PKF1+hCpc&<7QdFq;YZG3(tG%TC`woCkIWMYMj99b*|$|R}>V%QW4ypi>1j;IHBzSd!txcdX_YNhp< zN-ThNJuQt6vs-Y<*tR#n?Ifg2K4jLwozJ*76Mjx2j)1GThpp*GGlRCzSx~5db%wJ_ zA9;jZTI7G1hcf0IVS^+Y#ECN0zmF(@iagWeqK7#mQC7WYM5F@&uBs-HBaS=t-^q9BYZ2;rwz0(gqZVmCAEQh;4wq3 z8l_+k?}GRE$FbJJtp9Ypz1Gh0<1)pbY}u+oy@=K8$>+AnD)fuNhO!Ls-+jw5c@?2u zz9m{bvlu9JKR?hgYJkL3)eF8{(SbvXE)t})K4|f4`8h_99#p%fnUpMYA4{())@mKG zgLCS;*cByiA%U(;hh?d2puxSSYjfcVs^EVzU1$FanTN>i`8<$=?F*aFbvttz=8YZo zo#Nb)y;~sJlIAb;yu8lz$gLlkg+h!ByZ;y1==jXQ{kRgo?XD!Duel2{&t+BSG?ZW_ z=|It9d>TCI8{2!YMR~_M{lrAHHm~X|)Cp0)lRIXBwp5?FO|vKfty@oGG9QL;i8CKX zF(`ujLXeZudvj#NVJVg(qXV9A0?Q^%t|FmA&%W}&3G}2vPj|ex1v3v|rTr}C47n@8 zql1s4(ZQCIikw<6c>W{ci-2D#x~C&jyc{}!3~sE+NqUxHzs{egy|ru!nL3kP6BKSJ zpzIg9yx9c0=8nr4xBDgb;JjhA?V};MoJv+rAH8!uURrWJ#CW*|v~8$T9ocuT$N%Z} z=ijwA|LyX5Qg*8fw`Xq=TX=~AzMlTW`ClJ;3H+)TrrwW;9LImZsj5IZ zc-0Z#zOFFnLwquUU%}x8#+HZu`1XZ#bBPR3Eb#4xY1Mhl9uVF)_~WQ5nmPxvx2}Xy z8k(VnW9@z@LkVsl)$o@vkVBD~BS{mP%5bwc&CN~T3U#@7yo>*!2W$`O;x4SaqSfcE zId4j*kf5k({xgAgOrn*KaiPuywCcYwHb1?MtWJEgQnmAeJMUP;MNkF$q!%4_QWj#^zOQOFeJzo*4dK1fq=C_!$`)cM z*vwFJ+J4soIt37LyDvU{Kn}eYkg~dJqX^kV4ofcfR}drJ>t)OFOEBP4SJZUH9vO_xmM8QK@~4f-T}7y^lDJ6hSS3=(Zfpt_;J|A11dl6s_B=Ug*oToTbw)w z$VJfaCK;Oota%CECsN1Ix$kv8p@$S9@^gPt!lF4MU(Gf@C9eZ^eSGyd{deNw$>UV} zN*JBt*Ok`>0x{93y4xs(HO~t~#ss4sy>{YZY2Wo|+fSCje%b!_#%{MAc(@>ml%h3m z2;SaHdurxb2(*6}q!zsk;oynC`$+U{|0y1z-IdZa6QTzCR+`kQ3Wn%%(!fW=|n4zq2x=+$Sw87`}?Npl3t2lqhnX@%F#!wVd(eLoS zMy$1I563JH@66Qj_FG;=%3#J3i8px#DgQ8h9yPtOB3cLzp&#;(wwJ)x zc(OxQtP`-j)0-F1eF_QY-A!eigmZe^WOo=rxM=ae1Z!F&9=F9q@ zhGVx>P|*E0N^czAvrc0d-52hHdM_Mhk=)P)DwC&jhZwFQja}k(JYMtYF}0Os5n~^A zoIbH~uZjzpTbEP1s>Y!%p^tH*u0Fu3XFI#w`Y9T`Ow@XUeFQmK7RF7>*JCziw`n_` zTSFb)!y}r$-e@B$!~0dq7&71zrV9yqgQcxVCCGHYgZs|)55#oSz`EyIWh2gC_+0wv zz$l9w$YKU8ZrwIVqm$~P?BqH?amwKQJ>si~zyB^nBHIKaYj+#vb!@@>#AkkR zsyRW7@ZZPoPEn}cZQaUdw-;z#nBA}Opajj|=%n*1??=QZKG0?f6k~OLy&o7`DyIVIWj8Y>C|YqNZK+&{5HXx6e16u z3HDpva#myA*%{wH#4fsH*D1oeix?%x11z}pWqbZ}`6SgIULfFssLMz1k?9lOmwVNA zQT*H&{QLeMO3R(zB;bKd=~l8!>P+A_sLMpL@!PAW|`+Urr`~`p(W5iQJQi=|#broCSE@G}Fh$9G>gt|(bs${WiO()iv#>|rk@ROi=>c8-{9oHNca;1m;zQqrA*ga@ zJFV@GLtzZnj?BM5BCW{Dnny3HuoFs>e$n=NaA?%^$$FV3Iv&AH9YFjItzY;~ZBzUn zbGzKfWIiej`%n76tU7uQQI2PK*1Zvf$MRVl8mdAlTe16KT#^DfEX`l(54?iXy}RXR zK1ss;#H)wWj_V@n`v;tbeR>cS-kImwEX6pJA_|DE>4QRy`~|NN59DZsi`pV=1QRr$ z(oUR@N6$G~ORY^mqNy9CKE3soSpT6%KCPpAFnWaRefyXd(v|(KK0@~mvBVm?Jyv^3JQujIqf0?Kc3|Jh|!p$rByWxABPSE{u`zzaGK4@TylA^<#@=@#%BCqj2VW$0zsx%70nkPv3|;)a4}$d5C## zEKm(uymrfyd@l-os+9f$zXVb7MuZvPfIRqQtZ^BtUq&Rmns;Yd%R+ejtEe0`OB7xG z(+wBJ2;I=tOW6!4#u}ARntgHAgU{Sj)5Zcg{aVj{bx_w3*!;A@gFJ4d#Lzb{QqO-x z`dSS=jh`wp>u}YCp>W*(&$M>Dp_UDr)w^LhD*YWf>|g2@wfcxv%rfq-vmAv8HvQbD ztN;3ZCVo3L{CH3vv}`X@HI>*QmoZ%(?2-sB|LW(al>lKhV_7NTaX=0l-npC?wzEW( zUT+SNT@-^m8%!KhqxwkY`y6{@|0{H4M*2o-PXXq~!m(!MZw$jV6=FK*t)u5C`Cn_0~r z{6#(3!M|wsF)lw_u(eM!|L}`{dHjqkpZiSTmIdFFHnI;S)X-7g_kp3uL}A%&AfZ83 z0Nt|KjRy1NA+c9NefqgMvPw=)+51ff{OoJu9Y5||pWj^>(COFH2WBJ5AT>4I{5#kC zdep}V{yO>PRp!T`r-mVLKy(P5cy?%foU0lOyyp7n?58C7LnQO`I)PmZUq2Z;Ou|{xfwzlqPBjYEhU?+$Zy#?=5vL^V&$Z3JKG;P4 z5#N4hNOav%fY3g2?vIjm8NtqCfo7LKC=mA3?o<3&rn(@Df4^D!SdQU1f#24!T1st1 z;P?I82P%|@W$^8dukW%o&TGei|1aP2t*j{me#?IGB>gIGzkA#6oDf_QY_u7~w|~_T z(mnWqaQ=va=0Sr}D}mpA2N=Ez1f7mzxLI6?`#ZWe`I3!+oYi4-~Pv@13sc_RKFUANUE^ufu@Ep3A*5xnzDF{(-IY5 z7+sOy_YIBc@EJZ5`hX?>ycD$e-Z*?;wbznkYs8Pk_IUiW(oXsXL)3j)$XXUNIc=_n zgxjK|jm1Pk%>C9~6(0fQDcgSQ;kZ1EHBj2wie5&uQt&6`lMKkm-SaeKHbcy*AJ#(1 zJCVi6hl8i$voWeANm?6BA0+r6g?Sx{y?^gZ0J^8fmJ zdw}0`D5*gfOgqikd0wj{MQ_sjSAilB>~h87{sJHR5)_j7P+uN0SJunmra3b03M(uh zlLU<-TG8T52FN;SGW6_`HZ&!R=ABeivG;ckgHGz`!x#UX9m%mCXf=`u({V8ZA-O>t z<%u|SdVh*^_wOO}y>I;VMUooq$!mo_&xUltx-qmddd>pnCmd`yADTj!_*l-mIn5b(lxIGWfotleEMyL>1p*?b5xKf`((@$`49nPycoOjP|7LV~COkKGx^raqMbHT>sXy z<`og}RS#@qY2!yKq?x~r66Jw%-zU3M+2-ip0ogT48yUEHEB?KW^-esH^5+M8?Oj|v zWD>?E8gqB#xOi6J`c*@?lWJvoGqo?70BWvRv*sEu^*ozeq|$>FQB zK9=ZOLGXhgzrLc|duQtm)CRC$yh`D0(xXrtc7R&&@4t>$|J&{5f4hA7*BIj_c+TM0 z-H$Y!6IzYpc-qbLPZEe?&%^MpF^+N`Cv}i&5uI@a-F$ zf6dgakKo&ZXXMI7Z-iyC1g8$jI08Rx}b&5gGkiRX_o;N+{>tWE6lq z#B1uUa~!B@EJ1**NEG@_xKI8j(L~E)-Cxq>`G7N-Zj~)k0ZI2O+$F^&G)~J7Cg*J} z#xm4a#L02~oaryCky|Ue2p7J2S?B6S=nlOrSnL{xW|d!wPj-DkmGVsFMVBkFw)q=W zV{fEDQKI=}$C3(Oj&1(_vHb1NNn=M{0$h%vzZZ`a?!j%h(_u-!P()k@$7lv(`d$*w z8Ex19|6Rt)rrOI{`M|um(L&R`4?E=J`DsR7xp5jaf(GwjrBy&5yT4{euJS{D`rk~d z3JzrXOsjb^L=gs(r8CV>s=5x8Li+D%IkC~WXgc;%3icpO(v}^3-qD;aEboZ!wDK$wYCL`5PmY5+0 z?VQJ2#uIk-f9|<0e)}dV$Yu?FW67w3Af9zsf{*~bTtBBP%yt}w2w#qd&*D(-^+ojR zZ*6pl!s5w_{7KMrNsuicQ9&C|3B0BI*%j#lT)?eq~zvMm9bOb%VQK5--bxSWkLNI#|b4Q z)}JBnk#!Pod{cQNgu5?3(b{t_VoDgC_8m^FxqcpfJ6gV9{E858N9)I{=&GZwnvhVf z?jFQ;BFbbis|>4mxHfj-uMB*mf7{vzdPr-O*fU*S6RsyG-u=`ZfxepA>N@a@ASwy1 zo{Y|VjCn&!`s%nOcok8(d)`;xq5sxyK11WUe3}Z{46%uUS9Xk#_PRYqAlp-zIfliL z3GLiZ+w^q(y+tkoLkGPxN7T&FgO1_nl^7?CJb3iFG?@z(DjfV&^);wAbb$WHY}*$}+1J&Tn!tRNxidHZKJGj>@@S4-wxX-;j3DzKOv{uvmT5 zEb9wlUwvEum=n(YUOd(X90$A_orv>x$lp~O8bnSa0glh^2WpuspznJ|Y`>@pKwmTw z$s<-yWI5dXKx9A^s2>wwVNugWuiLmUjqC7%j#TKi;q0C3GmC%$SD6b2j^STjet*_O ze~?LyYy(cF<5yqG>6m34BC8M*UBAeXGR6Zb>Zh{*;2Xn6O^M6RJDp`)B&; z7#n0YVRj(@S@A^`IA$mr{URB{;d%$9n?`? z;Pg=SB*?n+q3`jk=%AqAYxVfIh+KF1CyV+MEbCdrZrt@Ipr2kmWxi&Fh)MVUxPD#> z^jj!C?~ac~3F6WRA2tmmE~2jy9AULs1KqtblBXEVuU1nZeRLi#=Qe+&`4#-iDY*Q; zAE$J}_|Kr-x0jD_2lKu;%!VS zikc`s|85?Q7ay>acO?jSDxfUR2I1ysZ&2~LsPB4k2^RnIMCZ`340OmeDy3@ZA)Acd z!=}j>fh+IrZOX|oR8CD3n0(|T%D0qZ75Q6e9*GqFf~1W9Mx9w(+pCG114TD zOjUdd?Wtsr_QS;&9@yXw(PNfHpO0EbM_hh|VyfiFU;KWI8LZ8m9J(e02l7gzXC(Dd z@<&75-DVBQy7V`2m?{*l9;nVwvl>90JW)#~J=3XLsmV*4sv3 zKK^o?fAY@Dp=|emm?uO;gQfIeU5_*X@1Z9~H+*;EIg!L33YifMl2WE)Y|AgAIEHI4 z`chAVR#43CbPaBFGed8&N(37?$if5Qxg@DZ76)K~_i94XaCZ;Hlr0;^4Vtbdr1HGF56nE^mfRL7-VN z*0(aFB_#mBeV@zy4Zqe7`A+XrH~4a?5C+Le8*Ld0_bRsMm+W}0&aqRa(0Oe>^224q zKK*w63{bS9!xF$gs4YLYE{|qL<{iyO_(7C|m`$L810~-0RVj{HK)Z)nTkYyjJTSK9b}@8B8fvxK=e31&(eH`IB>!U(oiDa!)f~g z@y7&2<$tNbjy$}(SGPzC`X@rkpEdmJc=gBT6RzxyT6jZYetM~Kr+)so+sprU`8*RG zh3dXZ;ODIb=?CK+|C4ySt2;N$u7u#fVM(EGEMpPC*YoJSabUG2-~pYL`)$K+1pmme z^^mG|8vzewZIC!?~l+@6$Y*-=&HF-my@t zlVkM+e*HF$g?`lhBfkVZu+8^&*&(RlJtxZmR@saV{)z%fCodxCb;(gEBq1g}#=(eQ zBs=rE=TZSh@q#&n7azJvHq!3N$psdAyHu+w0o`NfTwgiSgDl)%UNqM!#dgzeN&2Mm z!`Fjff(xFjBG*Q@7S>vMkh@A<{^yq$Uasx$Z*eL9VoZ{Tm0-`uBjP*l({{V71x=P6DF@T;zh=9Gcdq~c*#7@CZ7+h$%6Lkpshs{< zEQ?y!w*0dH^BvjH!<#IOLb(24TGv=!=SS>aCB04FN5P&kr;7U>1NwUCgUe4dDpzEC4aS#3(nZLT_UN)T_lzNE!giVg99BE6T%4~v*dcy@;> z+I;5zeBONV+vh&N&N`QF2C7Rg*!G zAP9;m5(EVl$%-hFbCRHBNg{{|C5b2!1j(ovFpxwAQIVhog*UD;BQvoERekGzx2tYd_w>LNj~cVgMZYEgplRSg6t?!wK4n-IR5VTT5Z6A0JovG=Mh~Rl zpgH$Stz^}B=p4ElOd(VOn+u*u8`mC3{ZMtuY&Ab4bT6fk>n0Nem+HBM1&^Zq|G4_R z$U8=y`0v>^zN?K(5T0Fc9n?DmaN@tP@wWGrizv)snv@sv*8@@W`i(>vG+?=IX>sfz zuK(XrJfH1>%23^n@6xAq-2P=fRt}Lld>0P9U86;~^Vj43MAXpTW;+I`YIFT$b(AF7 z8mT2TFTn#-S~ja+)?@>wN@%l3 z;0k$Lm9=EP>iyO_c_R&B*x!1QAF0v;QIQSo3CtSMaLpp=jME_;{&r+JNqTNlhOJDu zk9bhwUf)f9^TBN{cVYcC;jP0PSMMKDNAJ|##8SBa-CBq71TQFHd`HRXFg0wncHUmi zqyP$1iLcc@q=MQO!3l8=M4+gL{S?n0en>P?Bx}039q81#1>)0gfF}aKOv6vwKqUOQ z*%_)%@K6;nAL6~B%Dl09zn6#ryj^ATnMqm$oTseNxr6$Bd8ec-3pNQeoc_J(^PTA+ zmxPxNBna1p%i`#FsWlzsKKuzb(Fj!bM1NT|KBw!CI}Z4sgIg6(D9ffg!og=d2l><) zp)kw!>Hr-vAW*5;d9scR-a1saw`(Kr_$&+AM|%VX;Y97JswQgO@wvmdSjVOZwI6JJ zg|Un;IUji`kkMxB9^!exS&Nu(|{>6A4=r-8SfR5|6>64y8^qgqf ztFp8^vx^KZS2oXhoI1&mmg&}VlJ8f>?0<0YPro>khRKK4z4b*VwJ`U$u;Y*FG_mPk z3+#LcgX-BX-tT^~3w^$Q9HC5&vlx3ToRy9csdJ(A>yJ$OGfWVpWtK`KrLr;swA?(# z8aUX|j=l~yU(VUIlNw_$!z}9S7t`u!{5MN5`PUPfW}=~8*!xQuy?phUWrH&_+&;?` zn8|{AJ}|E*+facAmfVlaD=}mTnLBg!p%5)>df55&xuGO@UeS9|{nUCG&gfwHfky+J zp%6?M)&Huh52?-l!CVQbZhuI-+uI22_H*$u>(_#WK2+w%ull3=vE;FC zW5yD{bO34DWyE(88sX^Qv8Em^(r1S^Tl$`}CCG!EJ1n-e6P!>;Td2+Z5+l$nsuN$6 zPX=G6x-LdV@dLZIIh{(#2eSrl&X|yH1dL47Gl%Tjz(mvT*SZo#s(6$BvISuxP^p3T zquUi-5IyOaremfKVe3%>(Vadx=bsX7D=k9ZU#iNL?P(gp-LGj%`f|GHa3>ttLDMHE ziTiz$rG73QC$8)o9wIphuZVGkZ0T`;CJRsIxOOr^4W6304*_CelTG@L*MnTpM5vOp zcn9uy+kW|uB%i1tth?!NP|Srp-a713_(ISk3bV*8m^M>y0^0)8Zz|r_fQy1@6J-Rr zs-zE_}9JO{imw~3$V06jR)J;AqDngkx;Eqi0$#SJv+S(69o1R=4JH#jZ=!MjJX zE~BRRfQN#8AK~^2)yEU@2eyWbLuuI}@9^x+z^w7yku(cUxbJ|6h^!TEKG!Nl(cD?1 z4Eslzly4{C_OF1d;pRD~yQo)^=Q~V*)%&N_J2}>pb{XE39-p>58Vp;3#Ki`d+7<&ye@`yfoGcC}KD87B z#f;|>xN8Img(A55g7)Ic*uKNH@L2uXrtx{){fecyTsof7)@iGvx(pd-4xW-1bBB!) zJ_}Tk5$%#^vh1ahFH|6e`^fKn;QxBP{de=7IxUK7Q*I{o{FmJmJ3%qC4lU~x zl#rE+W8Tm5F;Mu!TOQ2)8-?q(i!N)r(bpB*`O~~-`Z4<_%ssCL{T6?o4}92S9~;>H z^L&75e#1a&VGr6KA?OyP`Zd3x|c#7Rz!z0!}p_c@8tqxF$noVF?@3!>#mH&ieC z9l+Ro%iU^2`g+X%RCf>y_r7D8=ZU^u*O>X9pS|w6ZY$>g6t;e899TNOZG7yzJCO;R zo=~b`OydJ%)ahhn!qo6OZwy_885tm5hc8(nM+G-kjYyRj34>VW-Kz9<%#f5K+qRMr zLHl*7y@?RXO@4HuaQxHBroC=@;4GfEtzWJ*485KLt>hg+SNK}QzqkXilx7f3}T}uk5y`^@SjvM2jo&1IWN1SJ<8u*s$oV{37o#3Hpm4ZnSB5lX-FfRs9JwQq zXwZ0>X4?TSs=DgX_m-&MmFf+8vx66w$>g2TC&Bf9m;P&h7JXE_POIEL-Ngw4L6YB~ z77e`3*tCOEodSG%HNXBGJ1wMJv}+8MlLVBPm5x|QRuF}w+jOTM`!yfS9?bZU}zWnGk{88(Lg9DC&Wo6v10{cSytM>sa!DqXSO- z`-$A&*lENIsR!EnuYHij@fTb8!?WFM>LIyGgO zAFi9JdN#DMBg5}_}dt|4*Iad%kvo&^U?37YSk3|7an=Zp?D zrgb-P%9mLi=uk7xA_;1DZoUuk1vqp#=jw>&30O zd_MCsU0{c``XufKoV z{PTC`n}2)%d=GKgo5y4F9U}p8g;Tzi=r}Mdrs`CoB|*#EY6lC*0;zfG6Cocf34q1SX{3l(I+3LTQ^? zF?s?QP|jcRVf1PjIN2e1@}Ape)lTwU-xAb*8n0nRah$Up&Up5Sul%M19UBZ~N^lq5 zCLGWY}qux4-VyZa1Yrszyl?w@1zPg;j-a*Zww-?a0I(C#Hi_)Gr+PNqap%KY z9%%ojN47)^cfRCxmhqEa(+CBn?lQC_r=xkmj*Fkk*w^bQ<54M6ZE85VPY$G4f%!xENT z8cKR9IQ)fQ&DK6ZB?37ExCaqkT_9oTedjc{EZjM5$Z$E$3AB7r+Ri=F4E)0>hqu`0 zsS@aX^1X0@2ileTB=5?Sz-iCfmf$UC(=Dj*TsywKHu0DHm)4MRT}p-vO1Cy1E4?iT zr1vLwl}s?gb=;08e0$iz+anP^;f`|vye6)WzC#3F+J;E57qUU#J&i-+>u~#bMVBJ9 zZoeq>wJh+Wf2RjbLV9}6_DewNfHz9PF1x|UtGg;gSUP}+JsY8@L5XTUUd;BH9ej|! z8vp#!9k};z-hHIh@qBg-(#=Q)J&sv@zXm%_YnzLhBTq2FV#;EU^izDGr8D!&2Gn}3 zL#0qIb_;GkKp6fYHfIYn93UXPm{E_LuOi)N&OXRTJzrI9^;mLL7d*X!A6#`n8g4vj zx$VVs2e5daGfTR#14vS_2fVgAugYcbPdo(MLheys@TC^;P-w#<;G4sEDN{I#WO*XV1 zJKnh+h)pOjiK6wxilpt?U6_1ej6;Vo_%kLS*fipqmG+bujmK_JfR!nqIPeZy-%Fm; z-8zn$-ygl!YSyZwM(dv+HEm;Ai;*RTiWeB&SkU@!?PKQeI~M~FY+1zE+vu#9w#iTy zjellSGBcKhd4A|_K^$HO6CYZS-5$36*mAIS-z86CN;t)Ju8#gT9?(5^k*RW#8k)@& z6nm10T<=J4KKHkew)b~xW^*!z^`)&)O?zin$l-sF?JHEYAer@Hm zei#O4iI!x~J;CZ1c5DBA*>^h=zVXlwXy|;dYIt)qPJif>#LTRd9d8;9Kh<-$82~0O z97ksS_d;p?XLMGwcX0677IV=KI@>*@fVv?g=M2K|00-r~h*ldl^!)NUpDkZ()%w`& zadzLm`-+kcQha={Um^q7|EOD+{-$$$aE&_^z;(5!wpVMRXf{=k+UkroLIJg{=&S@a8f z-1!~5y}v6n?e2cFuZ04}k+W{Ri}L?}JO0!Bka~+R`>tk?OzI;nSugB z1vjuloy4j&;E-2UhSYUpnB!Wrz%0c5%kkw)T^^gm!3_`4QuVki7~|CcVkA;qnZ^rk z#n-c)-ie!k{@wmy*QYGa`Ii9Q&~AW6K2- z4~fMpzJN*60wMNO6gc&d#L8Hgq^yVACyr}hI-`xF$8PWM%1*E6!gF{j;c$Td>wUv` zKvTUTmJ^Q#=EqcMDw6*C_$)l-A1^1y3A5*4O-ZKVKA(Q#h13&c5q{WCmAIkV1b2M? zyZyng|4*BLu+`Kz9w)&Y)wR&`su<(F zG2Hv(kcPSJBby-nAeQ*$y({ki3buW+F05DFq{-nnu?E*#yam;rqWl+045;Dmlf#r6 z7e#-0JS;NTs_7qPf}h^Bj1m#!?x!o3r{a&LuZQ^@m-l(5F^09ocdNLt1b&50&t!6Cr__*-0u(nUB0mEH$U4_ zWz|Ul-?_(zr@Wg`tvoC#w%L>pl5$Fxmeu|G^`jlC+RmFH0Bdb8;&)2y#OYrockc<| zmpt&&X7;KGw*P*n+t1Wc+-~^P0^YCZ1EJlOS=%+3 z;GO-Vw_d8@?qA(dWkG#^n;+5!Aow=Oe?LC|?epcoy?^{K{Hf#{G50?XNnU?TOpV#U z!M2w+N{&P7$@v%v{0yCvWp{{w1g zP9vQ04Ey{o?`&20KhnZ?Cmtce_`Iv)vFrbTmt(evoCte62hKVM9PB$w3@%6!d$<{V z0j;Tl@Ey%RX!iNrrsc0u)HLF};zW(k;! z@P|uB8?Nfl-j<@sPxokH@#K-at(81D_(J?-{wE&uppfgLx*86-7r-UCQZ5FaNgV!OD?|#!u`17!d}0$@3%49iO1SJKylTA3K5F4ov6usvLVBlM=oWC! zx0?N{>9NP>lo$qO#+WaFFst-npbTz&uE}P6%7hx9r(gE*N31YDD~;sV+oAY7Zb$ae zLVR`p^x2Q*Q_a#shltNSPf7ms<1=>u{%!NmzrBB|lF!+SU(TSf6Z!kr3K@?-qh;*) zcGxayu5}KxpTT6bsC8lz^ZbeYwV<>9iJ0e!vFl^YycFVvJBhIKDQpx*E*iJb-kmas zwog^DJZXmJ3tIk$#N=PaT*Zlm?=bfZjlalTC!4|Cr)j>eOCGoe+g?n4?DjC0{P+oj zryXXKxV>Wmym_e8#@;J+&5ZqRXle6 z)#Nu94MiN3=7IBE#pjR0B%mWbH77mu3kaxuq^YihJKn~(8ZuA}vA|KdpKEuI6gaZ6 zHV&|Lfd<`=lljt@R7Xd)erRctfN7_-R8?O#=7heI z1f060_CQBy_5KaIoBQ!N(7_Dn^rolN|M~eOC;gLb%-I)!J}M{6xTIGV?=b5GeOC3d9 znlJAD40b%VG)gG9Msva@li?X#P2A^Mu<^etW6vi?h9?CchJOLBov4?jisSNkdLx_o zf-4KuETuU-D2}^cJ1grZrD1`3{%%cRWCF$N{847QKUJEfh31uul;ZQa>xEzK4>lgV zf4}pA|6l8E)1s{+(d!n_<8sNI<7*}hjEv3qeBc*}oQs&}Ym_zCO7I4Bq3b`mvYt3m z2=lxuc71F)@>q!9Clk!~m$3ENvQ52^;+d>@^!cjSZG31!jBPJweomz|G2xuT+&@wu zx|PnUOIT8pteRF#ATH3#YxM z^ZwN%K9QnEFxf3g!!ud|_)lQ@;jgyx-^Pu9w`&~E&>uN@Wb-`8B+(Z2(_h{Hc#l4g zL^?3Q3wC71LD9JWPYQ(zK20 z#CoWqD8G@amE^C-N5TPSp8cekV4=2r>2unHIPsukIBKfo&?sG-uZR@vRVCmGPYfZTASq_lB|uu;VdXK7;=4^|6~6VWuoe`VLQAdzv4!of}$Yg%zce z8QPqy-yi$CC1=1fFIlhZiY5q6v} z$*Gj2t^yR8_s1-iFCCMfdpquO#^ggw@+i^1c++o~|GhixxLkKLZ;0oi#KB5Zpxc&C!PmUO6m@y?M4muy5R zSM{rC@Vm!E(M+)IfK@3aKkohXl(QAIZd&XxR)R6zAaV8Q8JIToNL7f@!Ew5jnU@~8 z>uKxIYd&F?^I)_>ue`x#_4(57e57XYI34uOAGW-}iM#(39I{_KwY!gk60B*GeH%;6Vs_TaG&p%&!Cj4EoOr> zCXc3E>v6w7hut2j^g`Of`_zzHx5s~{=bY@CUDR+N{$}HC-M{|4`#+u21JPr`{&ein$LgW{Ar-CP@%c|D49mWM z`}Oy4?;jSOzs0}lfs7LF4djn$;8D}#w=_yu-(UZmr~CEl4AW#GPsrfdmP@w>Uhw}O zZ-3o`|EDz!UzTyTqP{;qFbCf%^WomV`ad=9KX7u1YVq?iOpD+F+XsSfDeB+x`5*A< z|7H{a_WAPP-oO9NSo!~OuH|W#hH6&B9MznLw7E43>GDI%oM`Pqxj*z$ z%k@~b|IkXK?ZVPZuU=OYU6;T_Lo+FQjhPwhA5+vn#1<^4r1UTd||#H<`%O^N#`oT?-2oNYlpCCMlZ!n=7mj?sM7W zb`H8+v9xGDF-2%b(M62Q zIK>n%V-;P@@ts#a(=Em}?w+V0VcYBKv&a2Ay<$tO;n2G>UU&(=oaI%(%gJ6D%!T26 zWq>4_&K0O%xr#Kp%8FO=%9XIrvpf*~QkCWL@RzDA4~vznu%M#jCmK|ctgPYq9xFf5 zeh-y>gXRB4_1FSm#+DIe)3j z^2qs1RhCE2%2mEb&QCO`$XQvl6gfZ9evh1=Xun5}fs~e=jf=7S9*2GI`wlp+I_9j5 z|4HPm0$v_DD}#TCoRtAsj4qFym8+~0IV)GfI?wXR`Ab!nN6ufWvOIEDuJScA%{(|W6)qN?v@D;c{sg!@T5y5v znAr(eDT-8gNTlzRx}@ zXud}Qu7=@z1nl?vk$r)mvcDY1yM$ZL{7*p3Sziuf#xTBIu^vs|3T!Wj3ZtPbGQAv( z)$VeZ{}j5M;Xj2gXLmW22E{B^35wO_B@Evg#VY;I=JHay?@W52=72rluVVBn0p}|I z5yibSiz`BwbNC~K5yRk*#e!&3R^abPAcl|?+4~WS)#h^U{sg$3xjz9e=j}%z6^gYV zWt#6^KWOjp-RJ0)HIC0Q7_OB)z5-ymzcB!MjJGj`{D05r{XW$EfLgxmgj)E1 z#jUpM^c{x2HkQv9-&)7Uti;lH49>38_i_vaD-1Tv&Vt#0_!F*HZgnNLRz|MG*UHG1 z82gUI>^dzKpjrD~uzc5Psc;!{-wWBkUt8EK(61DVEL}f17uiba^-JjGO#Uf!IiV{- z*J7@}mDHG2ZUuT*s(?xKS7dpmDp==OPWE4@u$=S1P+>XsD^*}ZU9~HgqXJ>2a<-rB zLVRVJ?R!|PSnqpuV6QU&JUUiF|0Fv86uLY*R)YQz9V@A^m_xPqC;JXx`?N}Q{DpHY zkB+}kVR>}?g$m1~W2FjTqhrN#RCKIVz7!oR>b^(Ein{O7fxVLa^XOO!{gdeUQ|R*O zSPA+=bgZQQ)96^K!Ya|RQWdOoERT-AP+@s={Dlh3qhqBCU!!Bia#VDzRK64)E9$;S z$4WY;@6qw&3iE4Z2rbPMII{{i5}iUUpHY4aTOJYEFjmY=f~~?V6IYl;u)&zkfE8yD zY&cfi%OhYF@N)K70WW7B8%&2{9j6S%ICdG+3Ofd0S!4RnG&X)|jk&b){EGeg8uLfg zPu7?#LY6c8BjkrQ=8wgg1%Ujrk)KtIg$1{t0k7i+=)K&ft&0uWQU@GK#q$ zWjd@~fv+skeP`@P+|t_g+j{jY3Y~xBT#XpaPu8X@0G9KF0sOEw#S~(#B~f*Mn4K{& zjN4bd-Y`I{_LlSWQ`mBLehOR84F*PmVg@5oeIN6_u3f)+7rg?-@$M30?b2wte2l|U zFZb+{nieyrEfw+p>C*JOT^Lub=+mFHwcMjW0WJ6EPe9AP`5pAfQzT9z_;`4GNu5Md z2d_UK9{KtJ37$TqlNhQ*2hscXD2fiU@7o7`JSSVl9K}JLs-%l)YB*U zn`OmN1rSvbp?-QF>hSyTw+DWE;I{{Ud*HVRetY1z2Y!3tw+DWE;I{{Ud*HVRetY1z z2mZqz5NpldF=rA6{UWViTE@iz`;@b3mP!HeR-A>tO0pX$Vv^^wx)Kbl6EAx&7NmoW zMT7T51o6;d)~_@%HU}J>xMo;TF9sEM(6|Yh;)7m^wPzH)sgtw0i6M{m`XTz>{uE6NW$M%aos|Ft%0pAB@ZMbEy zpf;X z8ENkj7W2)BKopvyj>!3$A{N9IAtT+#kgQ8Yj4p-<@}b~u=Y^f($l<`0GhG6V2&K54 zYEthE97-OUE$lxDTU=bpqk5h|Z?*=l{75gTrNm4!MfVuCo;iN3R7nNCxwY%iMz2?J zoLB7vrH3($Q7Yo|M@r%Ayi0@OSz};7TaDG-P(mc7mXT&-gD)iZ-=f0k`5E@hZQ{K? z`t8N2{i%z{R~o+_L;MdU)GUU=`&&-a@sGuVLr->leUJ@+7J_0s4d1!}rxXrqL&{({ zd_Ba{UoQ<*`;U!kQpLmOZ50*M135s|w`<&IqZm9pITNKai3hg2^s(RaDTnw;xo2{m zI)EgTatFSDJ*49EKcv<<31nO(Z0N#ephopw{op|YFgg0UhCS~J{hoj z+3p5rw|)>x4iAPF+V3Xn)zU#?+~*SE#yDt@aWYHGAP2ORC+qMX6NB5nOhpi&et7X= zwQG>AS~=XVq*G%m*A8-HEz;N7)}!LHHS!Rg1mdonrlQWvz?j=zcwTo1z}X|vxHa|) zG?PDS_y|-3$&K%FE-h-ofiH40?@veqBt}QbG9Vd|nWOf+Az_C|XuCJ&$hjg3WT*P8 zlr|#{$Mv@6`a~cncXSh!XqzHFT7=Zz1;-G5wyx{;JP2Z#5Oy;-Jq#{d23_%67Y|t7 zNo-X30-%I^U%Swt8wieS@7qiq0s&R<{_36#&|Gq)+?+Tb`ek~WkUYx)sRk2_ZOLMg z!FgTfb4h%VDW7xWU0gY2INx}0bbkkE%oi(fPer|mP4yaL^nMZ?(=r{mm5_xy*3U^) zuOR}?_q{iOrYo>0pLC6?+I8^i^OYNCnY3XA1Ge9MIgmjCuoh%m?A@0ulLI*A47x`l>_A*5ad;&82{;W zVUSre$fZvz6IgsOdbCb05O%Vawq1=20{3M_1h&|Q!gb}M=Ulo=06{&w4b{as*zxLV zxMF@OkiT=rNs&t!l4yzX$CML-X>!BfE$7OiYw!6o#O^UDSdgw8VQ7T*(8D$2Jpoj) zto?9)N(QP#5T1KY#sF9jXt8YDeibr12nr}KGyy4ZUNWhBTJV6UU$xl<1wbf4Y-YHa zgea1gu+b~JAw&)oy&KORKt7Cnlxc0UCNdQjtEto9+EqaA><`SgV5 zU_IpZz(4!5Fsa1~piHoQIz z=q}1jfd<8A`vN+X5!IovvCMOJ2q{hNzR_w|Wb;wamk6C95_PH>NZyG+#5iqvBdsJOvp1U%EJiqPaog^?s)!h@857I5sSM{DEh@^{=%xNRME%LvS@~y5I%J< zT7H*A7{@;uivs$d@8=HR@b^7Enm4E<+I~B#@_v*9GBcrW9$_i ze4TMVNfV8?=TO_cKR*nTu!Z?3MkN6)(oC}q`2eVYw4K2;#{(qY3Mp$i8Uji8#4hyj z&jn{A=L>3|#KE?8<9ga{d0@C=GJ9b}95!UJ9~QA71~I7$oIy9sVY`l^>gN7#a5;4( zpSP(VzPh62Ed2f>AhxD-Wu=#e@mf0;Kk|@(vFL}14ii_P+o-TYzI-hx+|0m9S*8VN zUfuX2V;}{n%XT@lRVE{}JErX$!9xP(D;I*4sN5bH#*xcdf@i_1)K+<`GWdJ;JL+q0FJvU%L z5zgiHJQ#l2QRse*DgzuM3JAEw7Y{`OhMSe{<$#B*n|EcBiNlC2kHo4xe2|VeB<9>w z4y%tbi5s5m0J;~!3)cR6m`z)_M^|AA9R2b_nUzHrhH1`IU5zIMYw#l2vk0%k;6(Sb zqJZmwZ10gv=MQPa_z!re=e4CkdN)mX+>>Nv(^YGlwQY9DlVAqM{yJCWRb0jRB~?Sj z?QM@~!mS8|qc7FL6O~V7Q<_{jw{Q&UzISQQs2_ryGC1WF%Mu1JYC0SsV2TGXGD$aG z)eC@o_qk-ve{=)dXVpm*yo2Gvxc+^T&(eWyVtu5;ns}Ih#@w0wLk@7}mK;{SF9v7# z&+=uQ!Uv;G(f&Ng%b~&3^ouGS9YCSigJMliJyh^D`_Mc!364v0GU(^Xz;rW*`$f+P z0E5b)VshIRs9U_J^EKCXkQ^4aeZp89TJO>sXhQvPTW#-}CbQCHWc|+2`54rEJ0q2K ze>le#VR&!vIMQT@;HR|O^4^F*i1^F&3P(*5%ZGxMtoZ&&dcjCW%4GzZKULNeIU5RZ zN~S)cJ$M4#nCgA+c;z^pi7*J<)#Cw<3t9q}wZTyNeRTB{{b}GT*7SNEXFNQUl}}Nw zRsg8P3WX_~#i47sWLB&u5h%zsG$5uZhy6E0;G#_z$%Gq$jAb44t?Y|b0&n;;uEh$cp^3rE^1DJ3Egn;{&3sDPdN6vG`aAHqvs2{_;tQzt(f_X8=t8<$JerwBU-dce+~{PmLO5uZ;Z`w=Ox1y>vN# zO)3HydmA&i8C0Rh`>%8P*T20q#N(S$`Rg|c53lB#)aC0M7<&iSWOM9C&1Xyc+eJx5 zvO^eqm&%upclYhrzfcefhjnsX9ETFXlHpt%qy|m`rNk8ep z?oWqBQw*hnSw~la-uOJ?z$d@8YAwIo$d_w2j1MvpyAy&J2rZoue79YOJ&Oks$K6k@ zokENeUPVSvm#QdaeXfbk8Afv?DDseL$*BP3>iG}k1L^7rL!n03{Z<9U^UAYLRb|}B z+3XxHiVw3eJn>wZ*<2b-e?(h1dF?UW%~bD^Jnjyu#8`%*N-s3U*Y;^>0`Q@aKzL}v z8+b4}<0Vz68B}F|fYS|@dVnSkm|sGAjPzv0Wl9Yt}>dBC8x;gpG*6ufxN@lDWULa>eNy8D=F1uRzg z`z2r*2 z0TB8JC8eV}@Hp*M#e=ufV2sDL$+Rm2`9$!#XR6l;k+yuyesK06a!*cBGQQgwxphw9 zh?q+hvH|JKn?JV|;jlBiqj@v{(Gy!kC|jqF%(^P&Yx_n*F>MZtwBiKdNM2jSN)QC! zQx<=?m*ftJ)idqM?NIwIA#@$RjG5r^r8lA zXYOBxYz=!ojiYNoQHWUfNU0924XOR8G$sXpH@ggo2f^K)Vehw_c!0(91c4-}Pgr1Gixw*jp%m zDa}y|rV>%6EgmHTMk$`<209hcZXL@A`Lj;IpIW@TJfHz4>@{e6wRswqPcfHoJ1h^k zILBJrxRZcx-d9~xN45_M z&T_nph8M_p(u;n|17s)E#*n%|NKG(#e7#)&5bini(AYf$PHsMId4!|@WH=6zMheHn z<2y8!{8}%7G<)*-svIfE#~X8^&zBx#`*p0J3axggh$>*zd z>j_~Vp$015lY{&6r?Q;R(1R%(vjx}DGKe(o=kYM_1baFRT$u0bz-ID0els&lK&Oy8 zW`QmPxh!b7=atGKq?P>@ll>z%qzcd4L1e-P(anFk<%Dw#(t5hNS!vrIgow#Co`E|M z;R2(_5;mA1r}>+&nAAkV^i30~>5B;`BFseE&d9Tsr8^;PhnyZ2@wp+4ysguQ6~@T$L8fCiuc8o&Pdo~7 z`sRqIty=i&vH*lfd4g`FRUP@KkMDnXJpZ@%Puhtf!lMuK15jlHR}xB!0@3q(sRn&7 zh{og-mDBQPQZHln8{$1#TAXi5qVX@0aba3(Og?clfT<}v4wFwXR;oT+w;+ecpSg0D zf%X_C|7m5mjCnSujn=mduDSAAC*zO#?CYF%@46l3Zj(r~UhPVLDfN4dy;e8t`0Us* z`zNAf_f9^v!|XSxzHAwsyN$8eWIusF@k@-o2kmcaBIKBSt=>h2e%*VFy&FBpE`|?c z?0r?3ch+(p#@;g>bZlGBL_yJZ@8Fj-Dd0p^8d+yR5PX${%%`9729h!T5fWjc@b0B> zFYBt)K#s!CeS|g+nvT*lTU^fr9fz{Ek7!H5Q_**NxbBmH#Nc^x|?f}wV^*}&q>>y(N3GaoM?iOTJPV!AQb2P%Y z?>M>2oFy`TgRfKYasYA;7<*)eX(0jhr>gb4QS&X}Dc!(z0+g{`3)MCWg37uY1(c|K z!c3q^)4Mtpy2e$UzWy;2csy`6#7EsfiZU8%As)#EIwi!DTTt^+nqd7PV=o~%=Sn=y z8CwC%%6d&*X}W+H*IVCrXB!|H&*rKe(`m5p;BzmjIC&U*f-AaBhXgpd*1UafTn6>R zj`!KTyaDn_n?kCTb>W%=nhNKyN`u9i;~y;PGLgEncc(AZJ0Ssj4auJb+>mjDaiWP1 zV}x>Qvc9=L3Q6XyPEFooj?hKC-yMPK-yCP^Ikrx9Bx(ouC#U{Mc={EUnyl*y;54Eb z?JN=muVmM{cS?AGP~{Vjem$X3W~+9oVB+(9OcbPO0t}JECs*Mpa zzHHq`)9^&l?Y7m2tSJymo`0&}DBuM?jup#GScbq`9KBQV$1_3Xpf;Xkb{y=F3(I9y zIRm0>_OU#DAqhqIP$*T4k${~^&+EMk%3-C&NyDAo-Qd2@Azy~)^^kez>6`M69|7+Z zeN|6(1$ga#@XHKiD$pijxcTI+t1wixIbdQ_El`9?MQ=W7!(gJp!N99Bz_?GJY3nb zyX*PesQt+4v03(Rzg)1rz6=q3DhU(o!gp7r_J3|Fb$D)gkLq7`P0`8v4q*N=KG0II z0fzW`w)Y*H0{o3nj&qF4!9=R7*KU~-10T+#33ofM!c7z%GyLT>fFVgEim*%vKGDYK zs9cl+1oGlB!i5>gqF>}ug0)V_h6o_d^z{@r{+-7O(jVowx${!;Q>T0!L09F zcwF*Lc45} zUvq*V|AhReCQfdRfr!)vcF>ourCDwLQ)Gv@97&UTrSM-6Vu)Pad`>utzRZD@aS z|E;McDd7E~=Y8(yS;VWX{o&Xwui7hW%L{xP@(|ngY(sTV-4IKolfrDeK8ShMb)PIh z3q<_z?7qJ2ROC@e=e{?2wnz=r3qtBs;m8NVb14>g^^h#5s>3&kjF8&1Dr^;xPLR*v~` zc!6_6<*iHGVQ3bI>(1#aNEs^h*y-66hz<^9OFBb~I1*i?iP{OSk`O8P7^q#bAyv^T3A`MEH280WVY~c&XNq1g;8LqOuB#pc z)q;WchqQW_VIJYrs8BhuZ3gy%lk;m#EU;c0zC9{WU4rcQF$zc(0i^tQh! z_VEH)sR1upY+_(V=lf*4=3Ma6d&=W@PZB(KE0t37=~-~T;Y`hA7a4eJ$LxkJQY7H@ z&K;lqpI(Ra0<}tE2krs2&^2PZ8O_iDDev5(J`0*mBDmCol;L@u+QJ>&6d*?>zJKqN zN@%b!yOXW?7V3GMy&Y>swP9vOd&EA}{iH5t%ka82dC2zL)lEFLMUe?$mRcW^?qIZQOg)hS1Y4qzMR6ETF z(}iLnUte0XzFqXIf@B&Ls5^)PL z1YYLt%o3`QG<6?&zZwrH8yV?Qd{hNLiuzdBvv+}aLIY>TrnKR0(z}(^ca_1LtJmyq z)a4?k0j6b}Xaf;$r$s@vI3FZ@W?h-kq64ydd&S1n5^0FLMnH@~zdNF%IVYHKI|8|P zmdt_PemkO+L2y()CDdc1u#quI^u`uakYZ=#(VSZYneTf9bsOIYr4;sr zp_+G~l>6Nr^F4E5>Qrl|DO7=@VnOU<>Xab8BET!ruL{1n#;dX}whjc%GW3bx)`rgu zo-}V_mj=QeT$8Rkc}SH*n=u}lI}&xKtS4)~4>FJBMyHlpAdG86=$LP(BE>K0nq)d` z5$n%VTHSTwNbepWwl?NX$Ul92|GVS)zrBBouX643&PSv34eciWlL9|HAE3@EYNl6$ z(T@n+l^s+{LgOVXSzJEONTcP$RzX0N>N;9J!61EgU3C*$)_=ZxzS2M$E!&WY>KD3V z@+IB0SLQbzwa|KA?oF8s&AA9_I{V{K#rb_|=rqQjrc12lc{hX6c%$gk5w;95Xqkm7 zdXLLxjJ?D;(Q;v#5@={LKE_dhnvy*dwKqEDYY^7?$l`|u)K+}cT~aU zU400~-o0sxG0ns=a9df7xlVpEkfx5P6yOYjQ;Ut^nR$nSSFlbB;EIJTz?OXfnKNKv z7yIM8T}e=Iu|L4j_8cgeqqB*9DhqEN-MMyc3N5gsH%hpuR|7R}ZRdwI4?wSJ?63{q z9r((`TH5C37x1p+aelIx3KakFe%dpS7Kl-DNgdu^1)Xz3-#<}p1fFXmv(5|YK(-_X zBf{W~z{9C7j6pFEX{SyaMJ{_HCyx@QmALpI_P+6ZKCtgV-fZg@i)=_m=yLTwv6SsW zE|ze#t;-5WES_9yclyp^!*9(QfZ8miFWE9@Ovp$f6 ztvd$JlAhQ>VVDQ*Uu3D-$C(V{t6144(yzl5;1!-snXH)X( z07<(q>p-kFyy#mIv8i7QsD<64eQcD6?9*>leZcFEC`e7{e>v=fNRr-dqv*3hHq}{i zUan0=8Uh~`b>Fo`GD3>jJgdTyZ9DM46tHYU@Z8)P4G*LG=QA;X+b9V<7rsLmG7${3 zrNZupGkSx75nSJLLx!H)o^V{fR|$+ydVVvU*2$KU!RAF568P?^SC4ZC;Dxj*ZCj~ zhiFadBQ21@Qm0O%=2S$qt#`jBy&dxQ{rZ01hH&K77LQ%2ewz^P9c~h#Z=>OCl`Gp3 zRD24WP7v4b42DL@1Hxv{4}o3puTd2c#=w_1!xzoY6#$AW%3mswB)IQh3(qFC5`b_< zhPJ9o!z}N)gtaUrfRsBZ?|<0)&ZsJyZCeQvl_WtxkR(XXNUSPAkerkZ5+$feP!JH1 zj1nYg$r&U_6hROWM3P_tk*JbHf=Cch;O+0cclLh&&yRb@9e4lOJr-;A?%7@RnzL3{ zRdYzULb0Exib%~qf|C+ev!>F$@Jb6yDTUKtKsHb~^Fu-o{+_qrBq^W-UkntkIa)n~ zWHWkO8v|Wnb+pD;1CfB!u4n0v3{1o}I!3&Kh6J=QE znxeW4^Jy{4bY#4hF>Nwtk6u1qjXua%!ITF|s?5_frkq=&2|wG-6;mv8@z`-}gn zo^ZCYZW5Zu@l(^4srNP+xOzV0kxG8l6I?z2dYm~&Q*JVrkIb?tc~bo)u=d42sfv#? z+pu=?lcd*i7JXQ|9dC5C$yy$3^PG|DSR{CkwQ~v=x;+zd;{|d&3jKJK3ef+f+hf!* zdzxhpIK0-e<_mgCIJ~l&jBM5zKKpn4&6l7TDdO;MdYiPn-@1VH3tDFnSw4P&wZHMo zdtEbrgSA^Gv$eT3adg7BoX~RN#q- z^`)i;JSwUzS5I`pUNOy~ne;wzEGVXa!&DzWd679!t)c*02OVAoG43LUI^QGzFm}bO z!);p{4P}VPPmoFyc%x4fstYH781Loremt;hl@K4%_@odBl@vg0S!*G@`wNggiEaAv z#~^5067h!jXa!zQww$=sr4O4ohx;Vt_hIT4FYwLF9$xS(7>(uVfz%0Asayj1aB;|L zQ8A4Uy`nNIGth~FEf!#sM41Nt`8|JZD8}z!?eel~5B+of|JjDiex4m`j)&>HbLZ%K#o6ZGK66XBa}~ zyFVu{zoY`6W50iB*z16fM1&_umimBL1!JMRi9YNriDx#I0^nA7iRqW;WypF<%gUhH z8`(tM8;@rWM2{sNf&*(Cw4p-RGcI3*x}z<>cMZEDajAmw#~LY!Ny1t}Gr$;;MZ8nK zTNV%R_t#|v&!mCrFEr;xW24{=`^6S2DSr?tn#NytD-PZ;Ou`fEE(Yh?y41`fQ(!@( zgplKS8MwD~47RsjfT5?k@HZGwf+aaZf4!nt@CJw1vj59T&~kLB*OoR6GbMJ|Hm>7A zr)cnEiUPqaqOT|pd#OMx`FDM*j~(zL9fg_G!5bhgOTK?gP#@yQsWL>?%LC2V#u+n# zWk`c9kECq&E&>EWzPe`v(RB8x@Yq=!bYMhJYlDi=gLYLlZVFel8WuN5Dwl#{=R^v8 z*Nl*G{l&K@U&h1w;`IaD?sPD0SS?}lJqkYUn{EAjGXU^YXfW^mii1kC`wMm}rNB4V zjq_4l3cOY};VM5+4x%1)+1pHAfa|MvRtd!?fvzckf6?|Uc+kbnuyJA<5Ym2AtZ5mB z%(Z>T@_*pLt!`eYW6}sNge5$QvZMw(Jeh(rB%P47h(hqzLLX2FYwyoe*M|w=vW*|z z6~J$HCHcu$W#~f{Tb$vPH&VMN7U`-Oh~7%9U6T1}gQ|0N=>3F>&>i=fnS~fv6tv*s zJS3cgoHL_VJT#5bET5lz22}!70a`Ai-8jPD+ zA{4oYQl-xPTvSX&M^DN&v`igPl0k<1&oA-tvzI>0bEkA5jgFc|=A+=Ba;8^zKlp=p zV;;J$6>;$W!s}oagA#CXOT98?JO%#!b4q~jYN8+ar+{T|0?D`IBT!qXjzEkbAD$d|<|^cf;HMl%pAZLX5WJeQ@IbQ@27Eg+ z^@+6~xE4HY;7QSkO|$3h%BK`S+vwuofypwY+OwN!VpP=bs$nV-u}3iY=cJN zYPGX(5z?SFxnh{@iVi!aDeV1HP#(F_N|TK-`tP3K|I>W_KmGi&%3|px)Z?*y&O4uS z`zjvp`ODB#?&SG;-1q>R97~q8C7hlh8)+O>FvaPKyS%sVu>Qe~XJ~)NY4_*PTkP)- z#aU47Y(cCoSinA@<5kia2nwJnLr0iHFTw z9NrVul&u|~aCrO1OOCO{;PC2Q;QHLq6%Rpb_}LeC9|Ne(ELkZS4O_`)L)Pko0Az=w4HR(Iu3j3BIsuu5G3`GNqz1}2c$lEn@{j{!Y{ffwMuy2 z0-qQH^VeGXQ2VlyOsf(CtUt-t4@%3BUb(ZVFP-INKx1S1}@P z!A0mC;N@#m_dr>dkz|)_QxJZYkmUPZGi2BqqxEbp9`0|?{^f{I2Z`HP-*D_=^xWOg z?YTq&pz#!GRQ{7V7%)LM&~IM?w&o)Ef-w2)Le^fgU1&MbmV5ShL01|oh*a%Jcu{~~ zzRBOFG5PF7bqU)%-!z~}dDi^1014hYuO5FW&;j2=X!$3uwt%T=zm&;JAsM`8gwl}gIt7lQT7Ko^7XW5!- zZP2i#Ju$Oq5%PI_;7L>9iu}sTWq;mDL4$vSwu5Yq(ZRVO%kag5*z%Ys>+_Y}qG$2=o7C<#KK8aa=Lbka^)`7##OMxAbgq<>^#Y-8k2Yh%{ST3J{_L{2K~kJ7nz1(_707-10w;9ol+gr!bi}- zA5YGKg%(UpguLRn>wr&_Df}PU4}i;Fm3G_Y`tUN>m-ANw5yn+^JJYSHW$&+5Y!4h<`pXYwHN!p75x zm@;&Ue2MxUkvHO8?)~k=8Hh?O?4pL{ZP2CKG0suhA|ygqfh_4<(J`&&hic*}sJ1}J zLUF_BfBE*mxWD+H>WO)g2JbSN1T4RhWU3TK+{D$-1=M-_tn_jGwsdoE!=x%hn7@gA(Lac!PnplbwczX{0@>b;Gywp`V_` z%oN=!@bpd7uE`^Mz&kHK5&UQn+SaH2jAk1J4%-5}hfPNCp!a)04xcjUn)FkC^kW;H zudJQV9Y3qsiGP7KT%!_sZHbcVw%kK+ghN`qc>PdMEnbK=ivD;rV0KvD9C4d$l94<{h~_P~aZ4^SGDzq52?OQO@|)so z@}~=sKt{5?-#P^P@w0P{h3vpG=QiF_R}07{%;Njm{11#j99ll+bq!inmU^5f9l_N5 z4{td*oPe(x%j722na~>lxIZ^p0+eDEwsq2>MMI|}!e5yGzj?RMexrZ20cKl4Z`YJh zk`8r-(>+p_^MH}TrSr^p6X94QquJ|kq2Q=udN0o_1@h1S)vbSB4fetU3_K-sAvZKm z@=~h@BaDDSRay~xYE4rTS>2;~j z+aRkVPcQLUB@4we$<2!1!stqU~Zb9OdkKqqmCDcRTA3 zxz=*v=|5~nnm6l!Q@+I|O$9~h~_2$_JQ zB(2wm15U!t;|;{0qE+D0_=5+}AJGFb$>IYA@j)1pkg7U_fX`zw0zUrJygf{g~*}G90@f@Tn+R~L%h9WtuYmt@f$z- z`kQ)lQBW^8sgon7zo+;7Y?o3xY>9~|Vx-LnT>=}wMB)>n+=>ffoxsNJ=YO1+Ljn0Le``d{slZov=>LYMG60uJ#$4S8gK#oCs`QWZD6kQ9 z4*2`b2ucm^d`Z?)2A_}jo)A#0MCR5is^WTn=#F0)@jWF!^g0hi=XjPVjTDdg$R`bT z2=Rk9N;||MQ3RTLa?#h8w(pkDY>*S`Ys>wX4o_*&@b%)=0HNE>-gmDg!D|XG{c@xk zKvnly71Bz94+(?3Zi%)6N`HFo%)hzt%xe<;OVK?*sy3yzSxOPIYv{WErQ`sAooUV8 zbVs1V`2p4nt8MV`Pg&=ejY)Xpi+s{R88Z~7reqtTz68HGpse<-^^`n8<8kDJQtDA?;`;l`KE{5il{n*i`0#b~ z&fm20%1RoV=uMC6{^5>x-g^=&spO&dI{m3H)^4b?pyQS@NQW~=59ZkO^MGlBhg^Gc zB8<>m+lep{vNPUH3F)@Q|XUF~z$QC63M*Tsr25q^n6HIj{O5 z4YTmMH};r(H+$N1=~Wt%p-9R}!t2&Dx8)EHTCAMk8mM8z0&oHFskxlrZ zr3;5wZ%WV6RV@)4&sx#HdASsaS6m=?J@R=D)=&LR((>XF4sYvuf8Jd!TzvuWrxf#` z-2^tia`m=IpF0lkQd?gApwuAN??%&q(UHXnYbR&?3edcm4tJ@d^X|GAg4t#>hrqT( zcw8`?O5ofBu=s5_hNLAKiaqb|c79U>?ytL?r)bK7tA5RVIrR{YtR{zM# zy72tZgLcgQ zP6uV2@3&c_9Gy7JMNB^HCY=pv#MDctICqqV=5x_~db7EB9(%+;$?e2*DIGQvzh_@= z%>%adqqM(j6QSolkBZ%aP+-K-Q(&%);Ufzoyt&CLu%CJ6i=|X9%&c%-iNdP~?pMdP z8!8oH{v)4>LrHqDpY_djo_^2V{}>kAu{W)T`j z@;eO*H`wKuJk0~DfzEw;QHjtz+9l}2^H6ZJl-d6YLkgt5!?zg=E8}N z{PCTcI`DIGIz5}N!TwwE@CWZFV49ECVfkGO zsF*47XsJR4o-5S)Y>&?X)~`$-Baaz`>vZK!g9f9(3~06LR~upGTR8V5>MDcAGjA92 zH7k)}!<(ObnDgUWPC!>q`=QH`=T(#QEYQH@^sV$~Y3T9xm&bT=cIfqh^B&$tE+VCB zrM$6bgSMyYgWUYnAh)NfS1V&7ptkYk`p%sQJAViLNs@{H9X5ZR>FHA-6&r2L^SN5U zGO*j6K#~KCy&KHhSsDS}tlE7hH%0h3&uX~5pApn@B{SzPzlEey0U^0}zXM`hmE9j7 zKf|!}A5UW#si2xH!^f~L6`1(wB%@n6Gx(i9g;#*1zcT-T4Vp@K(-|+m)|jUAcQ@*>gG8`=+mKmo&=)@$=y{LLyd=FWS*tZ zSN=tSPt7yU=`{gu7fSYM3Qt078OAs7Z>d0ck~kabD0(oXE$i4QFbMSu{cbR{e*}T5 zj3Q*#M(|qE7%ARsB~bk#=mI!XiDX@CbR>N5A=&3rQng$6&?q%8!`x?c6ss$}<9jC! zv66GV3ahe3Ee^XL<{h~h{WK81}+lDVowIGB#*i>m{|w4Kzr@ptF@ zgR4yNarFhAOZqP&>TiCz5qoE`63e%;Cq9Y%a>3zMT4*Cm_<-YE_X2OHW5Kxk zLbTJ3jagkB-uHimy+wa0Vt>DuK|XJ56vwxx$0`y}=uTq&P4?%A4Nl|m-XQP6lU~5_ zt;MHDCzB0~vGM=v=l*|Rd@k<9JY|J&Bm8@U3x3!`+{l8CW@Q$sopHeC-k)>& zrg^aV%9V6y^bG7Jc}G@lmcxrDnFfPsI>4E$9<;+s^=zV)#aBFRf6gezFW#6}yjg=*LpbA!1n(muOG4M` zIv=#vTj%?s+yvFwc)qjPdx$z+a^y)B4H2*P$PTYqI%-q{ow{RY$i8gNU+qv0nf%UP z_Bp|iiuyRlVu)!`+L?Y{564EBOVYuR&a?}uBnx{lmL@`j<-F$y$Ns=&AvGUI4jZUa zQ_QXS@;C|);-LsKaEERu*j%oBc?U&AtoaW=Qo=XCMCb~F&mwsa??A1`$VZ9E) zG|Wg1Emfo30e@$TNppWK!9H!`s-7uk$S~*7@vdJRI-Y5Xd~L}FE*m`g^htaIau>W9 z)1aIOZzt6!W=d_~GkrBbiymDN_GPA*$gKv&jg!9lJ$)bLKb2CB`rw0%GOy!@TsB4C zhJTtns~)2H^QUr!zg|H>=`Y_XoJmKI9!fCX;WbAb`0{+sVTDlNVq3TUZWX92(oIZh z&Vn_G(epClao~B3st&Dm9&{*Jt~UJM1Q5aX-K>}8@CUJT;hzsLfiUSEN3l>%X!h-Q zQK%6+_(9GFFEvcTAco6jlET{n@6EtkSL70OnX=aw4`6~r86wezKegapl1SMxj2=vw z_Q|jt{tR8^$dt%f=0L!UyUt=W)=)uGnR?7w3p~}j7iOSYgNRFG@Q9iM(EXv@#j8O+ z$mLkl;vQzcNc1@oaorCO5qa(vt`b5+M4;2TFhHG-mbj?j5T=-+=cB3)#~KQuZ{cZw z-lA$CVfP^6;8-@4QhYU@ryLJB%wjSg_~pSCdkHo+=VnkuO#bZ?a|JX`m}cRM?*RVn zS4xEfj3^- z@N)^{Sz8)5@KSi8vzBE7Za++HRUDlI7bz|~1@qfLCx(!Db+L=okdWw9TU=g-@Wi zVfU|iy-~2j6y6-kuLI*s)TzHQNrB+dq-ZAh8E6<0cAk!$5MD~vJP@V%0e|K^&mqqf zg1@u<61{YFppa|mi6(s!@KQbPss+syWS%J^Q*qt`Wxw;L`=xE5;A>mH%pc0jxtYONAG@r;m2+YNShS-6YV7EL-b-5*3`pz@( z@Yho&l2aA%ZB>njxmX9t6&y*+wA6wpTJ&iKkfDmk>2!2 z;5$qD zy&2I4J5)p0*TQR%Q|lX&zI*o(XDN5*x350vAnmi4#HtA*%c{Owd@d3xiqeNXx@(B~ zXBJPKu}DY6H&^=n;}ta`kzfwimRXO*2|aQflVR2|FJ`-@nA(VOs!vyZi~c9!kOk!|K9pm1Y^fg%hvzwLWC1Z)hJ4rSAf-5Ww8($SQkzIO(!^>^rvqKP7 zj`bgF)n@@4IJ{137jM+u!s#<*W5@9dgC%TywGU-;c0LZTyIF1b*-jkZ+JX+H@L(L? zyvx6+9~KnCsO;KsuKuSWhxGT+kJK!<96~M%;)<(K@r%w1byJ^ zYfbN1p-Sm%erjJW81eVR(IpNxz$E^PsfK6*E~+tThZ!w`!)ODgZ<*H6n(QK>HjfTy ze=4C39BWWTc!;z?XAp{)co3(1-v@o{#yyuO|3Jm#AR&oIQ= zx@J5BTf*191b8ao{_%USg$z0XDc4_%bIe*0)hJae&~ktdu6g6zF4J()uxBMudeM4-{Fp}wWQ+!Gpq)?3Z>rKP>kbH!R5hOu*LE|$iaI8>fiod!^kiXvfnz-gsa&= zNu9lPihgZyPOih)JEjJu-gs+%vgAIZ&yM@+xZs2Czvd_`A~HqSDw$7~u|}ds!!}c+ z`-Ui;>ch__gLLFyQ5=+n$!9;k8KpV03t>)nI?$(`4P%-q|(>nAw?1G_}n2u82^ zBwIy2{<;k|6z4y%zgvQoF2@2pteN4*aMmZ^=CmNkOYc(rZdTBI^Gbvu_XHg7Wn<=e zI|q#DOgJCn*}yG^H|6SQwSl)X{r-ki4Pq!22qMV6k6CsoqM#(x2mK^HCgePBf;JOx z7nsaEL<_W!#b0w8B5|Dw_m3CTk)vFO2>)esq@-c@uzIin-aAMTC?$Og##KejrQc)j z_vYS`n)L**x$F6Lk0=jLSG=_#Io1Mlo^MOMrZ0!xX9Khh47-5FTlTM*DcF#BqGa#* zeJ)_={vnNUYZ4l5vpS0#{02!JbepOI|3@9(P-SG%P4^PJU=$-RL zQz75Ih25{B2Rd!E&KnQVvBrCM)lL~BmW)lRLxObVA`}S<3arpZP!A{Pqe7UK@{Cz9 zzX~(HR-${jHw)fSXtFEHj{{Q)@2Tf7?I$-^8x>Fa416&C5w!ch9O~n}A;RB!2_nxo zB=M+d!a~vF>f3VcpnUBO^|_KMC_*l~OR2F9?y%-^nuIRFBdXJW?@O8BOAbf8$X8l$ zC0?px&YTr=ZguWv_J4+f8Lv)$QJ4ej0`(Ju1J*EkixaQNO$(sDKYl*?HAs4$p?LLc z01}EQa-t3OLBzawd3jw-&;Y%THr?Pu^!MQ_midzyzP<7FHUmjIavoGY%aLaGzkK^& z++X}p^@PvrP?MlY5td)9I4)n08N}7^51tl1z&n$V_0QGbYrX!q0&D-+t`KaU$MF$U zSf~GU%>4X+ce!Is)GG2rma+Ek&!KLy6>Y37s!4sS=q8SzX>0pu>KSdZ{&&n>-;DZj zd}|@El196YR+@lwNg@w#bj zJT-}nl+@MlSo_V8$N*sv4)3@D>yx=KT>byCjDSjip$#_v-{<}B?X!ozLBzkF!qq5Q zpJ~$;;C>i8|I)kyHhUiy2-@U;W>r(?x92Kh;@*29mAGzjqo4M8yF?@0k@Vs4{4fB5 zr$pY>3md^BX{43ZA^>KV8p=d6R$z3gAm`07LinyDJ9^&=^ZtjLl~XUj^T9?(H=3w3 zMi4K9GMBEM2V_fBpF3c~T>sxE;>bw1K-%{FOh=pxWOVs+wbk1chzrbRcmMv0)Ff8$ z8?P`b`WkastC!cJ?|AO)`fEW*W^&a|an%ofJAY7X_0k-jS?B(cAQ*yN?|BFo)#@U0 z7n9P5y3uIl%21`PsXjVyCVu_6njGSqRP~}-JBw~^a{u6w;y~8?KUe&eyJ58%$%BMd zB6LADe2Lqt08Ud)*qzS9N6PJg&c4KVf_F4z^P8AYA&oaAc9W;>!-Mw~jn>s;u=jyq z{=!XK*mCy=(Rwi_%6)WB{`8+rNU~})_CA{y5f>?_^d0&9s~u)dH~*#2{@ETyviASM ztA$5u{cegvt)MHhS9IUC0)||lC%ZzI3lc8K(0Lf-vCd^FGv2CDd;(ONV@MmlqW ztF?oG&TH_5?4luDqp5qDQ6~VRINFP9a#r9o>VPA0_2Y13&@4RCW*07T1(fc1@x#g+ ztps90Mo^NkW{~b2FQ8<8UMD>qy*s!%=wf55#xachnTr8|b z>3jQE_%8$_LS^og=f3zMxrGnBle`wlMJ+|1jXeYf4s5q1%Ijg)S+)v!!X1sK&h6<& zpESVCLs%EAe)klDUi%wO`_F+I0l31!hxz})i$8C(nGI?RUhxO6J%J`Kn)2F}y8-F2 z$5F?LMz}cFa;nCC0IUH=ZMXie+5 z2?#uU!`3gf77bCT3*0FSLZO{9+gkO0s9~+;VYjh4N|6BF>eL}<)UPXf-9Q)hMWl^0 z@kJxVA3?q*q>rk~m+k6EYGF%{dd)rcR^ZS{x))$o0aLx0e~>fgf}0bU=QwpMA&c1S zC$l$u0NryRPIj|K*lQzUl~p(hq>F2mG7OF2ja9T4e_IeUpGf<;XZ8wg6X()d=Q$3Y zWOZH=+3rFk@xn9jb@*YU98ZZD=Kd*2dMUh1cpl{Pin$IjFGF>D$qE~dEl~IUZIV!% z3*0yrdUuH43>++rHHp^OBBll@;_z$1sQqDPSRbB0s@lB?kZ}A&d*XTnQtEul?;-tpV#> z5z-Pom9ULLK9j8C12AM_tbaY$1SesV%I%Mn;4|69PXp6N@cf_6&%1wQfJ)(QX`b#i z7<`{E#Q8QYoGV%q4d2~^)9jZT4;|%T4zoxBd#Euqx~l(b_TmMQ>lR;kV(SNd@@>rZ z93CO8+;q$)AasR_PkPNi$2fxT@&?1lWopr>J$3@klksTpc~NYWr9U!w(OPzF!xN=F zrN6mxJrq5Q3MFhg?SKN$sM-kjL?dEC@)h6ytB8b77L}0J!owf?{RD9>;FN+X!J&Tz zykIM|W{{Nws%-TG1@tQ+0fEV)duunibo?{**p)`OA?sAaN;wFO!UqlHGL4`}YS;yp zctPOP-uU+W;RV_Z-kKLj=0zDLWsKHtl5RIOgo4&IO)JOl_^ZS3A&;O^N-|gFK zw^J3LV)@&rmw58NIIe$=r$ay{%JKy3w=WuWxuw&9wfz-e^eH>w#v?@Wm{k-A{J{Ew zIU{Q<{%@@P=0wLHK`btwyXxw-6&jr0AiG9qynFH{HhwtbVUxB-?Z5c!A59?|*{;J= zjl*ji01U%^}V7d8SSr-sGv`Pu*W}c)3IUd)hxfg;rwSJ06shYs4JI2w;($k1d!eG> z7-0;7PtpoJ{--p_r;`}g6Qq&yJMKbY_1L13To}$>ei7sS%MjjT_EEh|&kxKoi}DR) z`1bwAl~j*EJ78v|*5g*93l!%OBRz_-0Ech=jv3X~q8m@0n4i>yA{yP_f%Ut7h;u@T zfjZ0z;hhZcyCD^V6bb^z%YW#j7ptP~8JPP$BR9+OHs<|8Qz2Vjnbfr~tw!XGKx+#) zW*}YK5>o+(pZJNsc$WiwYu5QAEGuE?3f-vkOgCT_n`Jy{*$6{-Be)*R4uS`-YtL!k zGJ=a)b5%bq1%VWY7{{y46?o<_z4?;qaj2e8!{q;D7ap2l{qiZEALiZ+Bup_ff}a>q zV3vkH5A=AVAFsJ%^4T^ClUC>!AZ3Xzao=!(y{;Nfj;v;Y-)#Q2({L^N*m*4^PBIuN zkQK>gar+~dhSUUS0Sn~WQBz5x5rR^LZ_H(r=^;jO>c^s<(a5h-f|4LiAI*Z0cky4I zLXNx+L|@thmK{5k-kMavqAsJck`Fn+)?(<;_hco!S z8foZ_pv_D@C*3>`C@{9e>%g?1URhrD53mJDc16kRZyVaA-Ex7*wcu&I4-dh6 zBg}f=y2`tMs`rOLX#jDVxUwOXZ-07-H!lQMq}H?#PXB;H{o1ZYPmV(x`6M?P``>Wy zra15OPXf?WcO}2K?+PSN8975gb{<6dzCx=TOOWh*xZpR@ZICB^frnP-CM++mCX%)= z2SH1BqaEgIk+t5vod)`Fq%1G5%0=&wECx!+IG3!^d*`H+kF|r*#LtrgYpr@Hh@<#M z^-L5>u^tsT6fi>ROi9HipP#}f4vx;6+%2H|?uGnc(iLza>&L}bo*Zy2x|`wj{u5Y+ zq+~xkbOZMNA*&$TM!2#*HlL9-0M2VCtm<_eV&*?(%lq&1gX#IIen+VlC>(m3@6KI9 zxbJFSD0^}j7M}hwzwOQk$&D$jFV!2uN)Hy6PEj7Pr*&Ogw(mQ1=CosLtJwsF#qzH= z`CXuMNcI8Ip$RZQk?%6Zt*&f~|KVYU}EroE% z(mUe#xrfPAjqHXiHlEVMm+%8^9hPt5L&^F@2^`+YfG?hZ+i~@TeU`4gCzF-f{aL&F zJy;`gczX}e9#29zyis`rBkr85*m!fDqWAGryIA{U0?A*_2ROX9L%veX-pBOc|KBI$ zldIP&RhyHG@-@qqaIgev0M-8v?@DTs0oA0>Jv zQX}EkzpNT~LdZ;FO}>A91V#n6?0%r9K`%cEin!TTLqFbpnVM{J^k}t^@A08KWII9r z5T&0%a)O>_t11z2{1`L5=rRNIK6yNCoM(bg>PeU0G@eKKg8p~Ed*;DySwZL1rVQvp zX*UVIXyCuvVU}4cSwL3vSX~G7d+bI)5HJRG--+$gpR|D;4Gdv+E>a+bDD}48pKWMK z-H=4+N(Ik3mJQYF;Um&dew>moB%pOenx~$;CZ=__`FKB^<*;(}{2S3=PX-`v>-p-ZT4Ih}T_um$FrCoV|3cZ2V7G`5PF^-y4Q zT+ElG6p-9G(qp*Q09%^dE17wRfwC#%<&W_lFn%PxB&lW;s8WP6wJ%u1%cQavw9h5M z>#S3w63yF?u6sOo<31&HU|SsCpuCT_c#>JuOUK#Oob-CkA%jeDZlQ zx(Vy_seL^q4*_e=s>%EDyD;%XH^tRhd+>*HgMU=I9;L|Hc&n#}AiSe>BjoOfh>z$w zPmP-)?Pn@19N+IF<%_2ST9eh0&og_~^J<}}lbqmcNvXY|;xmh>YJkq8QPGYI!(d&~>$H1c2Sg$hx)eiWV5vG|NLkbd zvc#X7k{yr&7f4f#?i1|5z@#qgglklgXufQ9T^}DQk@-f}6-&Uz-cyA4lx-lj-_;%! zJ#pZg&X!t4y9Gx_Ei+uM9)Wp>{lpj|Z}?tmQJ{q38c5rH#{1H~9ueHz%Z@S+MTe>z z*2@QeD52`O$IUSdbc<%sSwsOdF_YP5$dy48@%pufWrv5N`4fI=zGautle+nZKb>vx z+(7P5YuqfzP-v@qNYDtCf0vrf&pZQ6&g2aQHcjxlHJgUR%pzbq&${JtqZ7(otwbfE zMex4gRp7XzE&MJ$>`q1B#h_Jk_|()y;_^!)NgxbRTv zEk%PZe7fRkcCuX=+-8YAxbBY0C&@HV`yWuinAvj)9ncq^2zKR8k-q~n*KU87*{MUf z-uiZhzf3?Wd;>hCHGT-(z7ul7%@KWgJ(&|~7KG?Is2bevSfOS+1(V8-P;|!ZFo8_S z7;!J@PbVL?zzijipoHaauDC75F=+FBE_N6^v!G@j ze$xT>;<+T2gvLP2G&R1%4I9{Fe1>=UofK%i*nRf7#tvk$t=(Aipn_#vMLV^R@X_}T za6PcETTq+chB$tX+Hm-etyFEP7SvgpJVyEj{GT`<{0k%Q|0@M*R8wjvHon2 zRNX3~4y;XR@{o4HANPEJye~<2d0`9df0Y&fa!U*EUwrfrCwa=}ocl0^i_f}aamq@0 z6C1z4H26;NhZokKw3boLKUR<3fAP7!D9!B_tUs7`5VGFE;gfo~)_dv#uD6FebrEOz>FEMR@iDmki zcd`3VjDNiA^{oZY-`La~9O=c3pPLZ*(^C)MEZ;NmqI?3}vWJ}Vd>WwevDmx;o_9d# z6nk(FhHu-L-mY}Id7gg^U$5!A$&F`1iCMmt4>AjxK zgE&WE8zS<{(zza8ctLwaH5!h9dZXcCwI6DJ@LcHN*Hv^ThmDm>E)WG=YW@_Pp@Ryv zRSPPdLJ_s%v-iW8^(IT z=~eiR_zP>Ga^}0GsrN(COWb~2q|>2HCZI=f9r)IGq0Yt>V@xgO?l(a+zj zEd_K$p65Cv8X%j7FCBgIFc69sPmF!s0iADJn^y^s0ol)AiVgOx;or|jZKkKCK*Wvn zO6PXAVTkE4|EfF{T(@?29aY0eDQ_tFHA&}#<24{j5ScZ5wH{Hk?A`Ac4n?Vjn=ij&=EF>$&^=HKEqJ1X_Yw8>*^0FWb@bxBWBjZ}C<-}hp~(EDiu@aeDd}9FLqWOc{L59Zfw+#* z6vtd0#7n(ivejP>il+z)h^On}eg8Bqy1;jUG->S6h^zzZsp<@;u8xCIj+gfboU9?4 ziqq)sikQAokuY#D&gXh+{F?9xP8)x{UTP=un>O|A;p5;f3-2}#5G`WC2N zawnQGxf?h*KbWd5s)yJ0PK1pJl>*_=Z@xm9`_D@IitDh-Fesqgm3ftcS$`|?#i>j0 zM}hJ|ovZc>Yxp(#dO~TkB=G;^$kb7@4a@l=+|-{?!o?$bVOuJEl)P+F|6^AiUNx}$ z%ZM3&5@2yP#I!*S9MD}<`8d1@{hT8u+wBhl`BJ6@UE5u#U2ucSA>JOikRA<~pn6m% znu*8O5Q5l3|8@)B_Cpr8y)2Zs&CtH`CBk=;_fhp?$xdLVI(j>5)hJ|+>Y6HkEt6^!|MxH9}leF_(U#J$fhK!f8ugFJSn%&h+DgQ|Tx{U-dHSHjRVnb3U_AS7-7mOK@VB<^HaV2=-M+u!um`%*NbvBX|$(sFOOR8{#d_f_fQl2m)s<$(6Bs(0& zx0(7y2F<_%l?(WDH<+Q+R-LC{0v}RzkpDz8kq?tku-H9dVL%UV-v5%>>-T@#VQUrr zs|7IILzb0yqfsr8#b=P_TS+&7B+5}9#`UoM`o=VqM=1a&iv{jG*2A!Y0Nu|~ZvkA` zd?|3b1OBxO&D(Vt1I*t;LrBOE?GN}=xWCXs?WXc) z9ZZ7|wd-q*5Q&Qj24;o-w7}?3$w&HLc-`R0(1G!VR6Wc!ZW_8+Spr1Ab_Ha^dU(-0 z%TOg{2&A&?JWiGAfSJWpL0R`k!F%8Ls>B%m^I3`@RoY()bm%R5@cRCOe}|0X^G3)Z zHL()cNXj83x-ojZx=RF}EEIT9fYH}cMWZ!l%wj;M?a||a>px)$O@@Ue=KW+>%6se= zjy&Nrc605{OHb9F^kxB&%(8{^0P4MnB19|OrF{V?l*)V=z;XNH8i77eMi{ZQDd zx^aJoCi=)HQ#h)Ose60KZfxWzqYe)FpxA~M7|Is;C4I6R#EjE)p1oNQ%NYdZpR|^O zOH6ETGp_ZpOq+c(f?ya3^vkPu`gK5SkXTs!W(*u0zjF1^&IayDRSKG&xd5hVdN=f1 zf5C^V_Vu4P$zkq{Zs-S^Be<_Nec2&e6fVEDj9whJhOeDd4z*8+gM#2w#9b9X;dhpg z^9vOFKxMiLsi=Fw(^*wFsPgT=Z@i<@e&+@>)LBVZG8cxJPQ4os=kQ0VaWi#>JeJ5G z?;8C*a(`q}`yln~qBfeg{&XQZCEDjfY{R|JNK zl{UA{H=uSPmEN^GB(VD()xk3&FBp7FIOPP>Eika2L&mpWk4m{tW)pu)L}LnLw4M!^ z=Mg^>uT8Exp>_Ws>WeS{#o|5rHT%d6naDfEN4W%{UZ)PVwi^b>!2d)_z(4xu6TQ=G z&u)GrMFh^EnpgsgC*`Aka{OPDCJ-jQ1c~^ z_IB97`r9mcM2QzbO>GKq`qnRar9{YR{*WAUpQ}!xbv%M41m7A{!$jfxKZI-q+nDj2 zjFI}0nD@;(BsKI?eEJC&dQ2n-3HJe0+U&3Y!`_#MWBIM^hmuT*h$!=%c}iGo84^)4 zXDUOPQ)V)g$UJ18=XstZB$0Ve5}86WrKk}9=ePI&=XpQ9U-pN0AN$zP2lsIv>wfP0 zT+e-5=XG7{TGz5Dc7jFpA&NCCCLmTYyLQRF2Gy|mt6%o>M-jN&W(phbsKUr4R4q;q zAPRyTIR z@|`{mTX<@{dDPCb*e39Z02?16!4r$p%WZ^Q_V;gFSG@(noiS@e_b~G-y`Nn|-xdKc z`{(yx$yUS1we$%#cZa~&jG6HlcV58|vI*!?I{}s%N6csM89}CZS4XPcuK{LtB zjK#o7_xp}2Yg>?G^i2^59WkuWLe?QVhmdJ?UBMzw0KS_i;eX#_2ru?M&eM1$2(&7G zi7pOp!neig+-!`yV5emC)r$ZpxN)Jm{>BFrP>N8R|MvJ8$zR5 ztq&)Z1p&RRF)PjUO~{w+)= zzZdYis-ZZudndSmOjb6hsS0u{SkF}m6#>({mXLetRWKmZg0$q}5NOIRA%8sG3J0i3 zrnSUAfYGyfg^$_{p=MxAWf{IWc+^__mYjPFs+m4>j%Fu?a)9Sn!~P#A7`o)JQ7#Bq zWR+i3sTx8JR_#>J17Yx%AW~h2dJ`sejw^=^?}4x}lj@h{j32G8s42ksz~tTL-QWI#nQ_ z@D=YGqW|8TOkvgtUD94lyIgn!#&S7YIWhL1t*eS<`%oTmdrF@8S-u*6&7E;$?Cu9C zy1`F}1W(4%m(0Jv{Ejf1tza&4s6t0AH z;Nidp%<~hOlcZG1l>M*X{vZ2`|EfLVot03WaTDvm`?eH|R~^Ut>r6ZRWEQwsEbG4I zhW8b#U(940O4b*!>mQ_Sik3yYu<>u6Xl4#;uVer8|1hE)bWw!9o*t`rI0d)Ef8W9C zvwKu>MsX1~UOt$7(hj$;=IHx3v}>&$x3GF!KRS!AiizL-t@lfBZs+E`#bSFXnwXY^ z<@;5Jn`AWudw-p;D@`-FSiUL)*?|(ihey|=B`c!q#rPk8Uw@8X@`2$1R&PT}D;k|V zv3mRWd4C`Ij=53zeJz72{h5DgKGcIjhV)Zbck-d$+EX7N&t&j3JPfW8m%{H4e;8&Uf{-JK3-d=4lUfs3|WG>0OY01ws)9;zC4L}`u#rvrLZ__ zeak8=h+GgQji84DN;2;Qt#n|P?MIuzN0)%yvuuKuwJCV~fjv?G_#&81d6IyyZ4O14 z#Zn5=HNm~un`xHtGp6qA`S6J#GU>dH5ZC*SHK=WXN7-HPDU#3h74F?~N4do3&?c|4>rGF}8kLq!7=*-?-+9_TEYPZxhR)cX+mjv|nh@V=n8-KuliCQqi3c z>@QrO>yR zzT%Tiz(8D2Tbl2?k zO+8#W^hDfB=Gm4fTDM(<8KyF5%nD!jTU8m9N11@ockP4Sho3(26V zO@i^~Knctu6W68i?EqQIG^an_tcBAdq&gRZdx5CR)CuLM>d=AqiPODoi(k+SG!odJ36D^Jw@OI&SYQX1W_R8!l)DTkZHIm>#94Io&^G)=}U zACjinr*4L&fVqZD#aNY6cx#YdynnhAToV2wlbcuz?+t#o?ilFX6(W&9T#^RYTuj>I+j6 zmP5*mkGEZk8UX$>(JvFLYQ1%|fXW4p`jI6WAD2Tu)g51Qn7z=D#HkH# zDH-(dKED5}fH zHSQ+8`qB9sVv%Z&-k**zw{}_-oh~+iv&K_lpMK%?QTv0A(6{+(ACGXjXmDk!u-OsD z6lQUgxQ4ZV2-DVH6MB~&wR=Z)CHWBLAK~->|9UbXEZ=&Ov94w&?0nH!+4H3Sn^?Xk zG_0j@f-^_o5AEW@&%1?PU$H?V$umi#bJYHgW!IH77hCUvwy43ueGbdF(e-NkCA@N2 zYRYBLnbrgrpHxzj$>c+_3^`vip>)9I^r+!pO9^~eULSaxq6@q?{qV~+yA}>lo;(va zHwfnHTE6}{s{uF9gU5r*^7xqg9tbQKGV|zNg`xsdZs8Z0VCC86 zNIF9uxN7Uhez?vDdWd~H2$`ob_5N|Py^>cz(}!DQ@r~v%<4NGd^g3NY#O|aU*i?hq z1OLz#=V9tld5`-V-Sj|ANwWt-ibm*(yAfj#xeK}@WEcA2%rz7k6msIqvM0jhVT^yC zFNc~v-*L5_DTmoT6nXwU4Iss>H^w+9AI7}RsS2M<23I70`|DmWg@2T0p2Y}vg3a_D z4XLzRc)!Q2sY2nQ=h!Zc*D0_-%eIr(L*)j3%15Tgk1N!Kh&^A)U^zXvcNBieU7HPZtNE>$FhbLnfhU-y+j=@Q1* zcE(o)%xxhEUfon1bGf=Uf#r8wzPY~b3 zB+i?=3NMYRU7gRShx!tqP1i+rpek*)`7NPKfF{`3wyk#xwwaJt-<(yXFo+`FKp2-%=*(-6%CGxlLqL5RJn-55(*(9yF~fhXSjn<<&9$yLhz}|3*!DmS;0|D{mYFVr)9>G&d{NK=9#rlfr_rf}CE3kO6*UpXVkn1ngpBw6$hW|!q*>VAcVet6jWN&3Hf`+w{&{;T%HC977!Vbk&> zJ)t!{**-~GaD<6#h$UqKR^K{WGx^3T>W*B?(udokP z@DqKB)!VqWn{jVMu=O7DB2=0qdd!db{>AZseo`f`2(BKaz`+SRH1Xpi?-~`EP!go z#BrRz9iA2~t|qVV2fRuvR=N0UQ0L^WmZ=>8Bx#-6`Y+F-%sqk!=7D6=b=MAbnp$d6 zr{)(-$>u;ro@F<#T;-0waRuKJ`>2nMcQECdlN=EDrpEYN4rzq*(Dl*-VR!W9qS}b+ z7(&TQQ+5xg=n&KojqxBjhCB|>8s|V_)ZiJHMs=(Lvwz0GwI`PA@Vu^Y*L}fY$Ydbz zVTY+lVWh75X3|#;&doj0C9>Ux=S44mQ3|;ae`}S8{D8fXX?}%bN#qp#IC*I(#*_mI zmo2Y0@@GPvHo<+7VJajUtuuAS=AUt&^y)?Q*E9I*xIO*J;TCQxWasWRHa^S)3zfWQ zN*Ckc?i~%Zni>KqRj1Q9JhNfg&Q{tr<`%FnB<0M3slS*m9H;p>sS&t7h&a#*l!1pi z1>vqWG(h-{<2#j%4p?-h2_1sexh82fSe!av3 zQuNe~w~x0&OIfj>0u%i}9Y^@!t)Lpz8%g$%ynq1v52mpG##)5FR*kCV2cln*+>8$+ z-BH<3yxkf}1N3A>k|rz2aGMnHKEaEJ#S-0*O(-$_>wTy3(J&i2E}i|uVAu?nH>G8Q?XuyCXKUlpzg~bz zruVjkw`3rhw|n7Q2{njh=fo3#)&U2CY?mKW&w$aYXNq6Wjlf@7^^vp*$Ds&u3SLmK zDpU@7#^~^l8I)Pc{Gk2*8q#;#GZ5nSgLmVB=~wzx;paCmy*$JLNaYbz{u5n`YVWp= zewztE=VrpaR3E#eOCkxRyASlyT>2m4vr%2`2w@E0@4DAE7Ku z#;MD8sc?efx5fEa`M@NO07o<+9<$!pHPY!rC}0bD&O+Fn4eg!%4LK=Wf&V2_ZJgiP zPz^^pi=ep)9B*`tKMa?Fqb>cx^QAPPI{9%d6Imy;?Bk)4C7T6f1WMUVPe-6@%8d!8 z&nKW-Dj*0VR)cnL00oaDE4X^X!IVg^9rlPcC7v!H0Nh`bLi}#1!R{}Vei`QxC}`e_ z4ti6IrigFyP;~_&*74fRZdwmy(zUg6viuJ6SBcucN92f{8TpOx$YbIQ`Yxvoyxfr@ z(V^OOh%~yiE~{q1mIhbPbf|yqst3FmROKVG6@sg&c z$|I0V*XVO)0Xd|hSNSMyqY8D7v+-v<6#_Fuo*_X*?J)jSjir&890~Obp+A+eNP7<_^7mVJL_xn1e~;G+MMf(h3)pl-%Mrs|vVm$S zeKLJHG|&UBQm`#vp;Je59})=fV(O`#E;vb_T9gNp>zo=iRO8{zU&>CfJOrG%IeCq| zFdNb(?SypFwt!K?&!z z{T!JAVL$R}#8O6}K$vQZN$?4HKIVNH^;V_0>J}%wNr`nwdlbmQeRDnKy=78mDoAwj!3x$eG!cT8o#nxQ{Li$ z&aB|mQQwwErnB00>BjCTC+bZ8tz**Y-+g@lSI6`J^!|OL@z%K^oN}b!N@>UD%+unI zF#l<`>yIvHVR3QrF(TURBP{FI>?27nbA;c!9|qwqzB$4snlIiMy9^&;!~O4J3U^eG zFt?&f&}=ex|4bHF?}`i&Y&)pAQKNJXYya5o)&1~`$MW4laZ2|luzVYXXcpV(vHUv4 zy@sDCVzHwmK`TMG^wIre*vj}P60rM;68;KdO9~eejQuha=k-hrZJ&eD~WzOF|IBtj*e)?Xd$aO$F>Rc}O_GHng zbupe*Hg~jBs8etIRR+z?YMc}lONDykVPRC5`C?U*oCtB9co-Fbxwz?l2*^sB;@qyt zhBXK0qw}w}0CV!QB92YjkUEd&MQ2STIHX*Ca*!tj&*v%MOMONIh;milC7kJmxIf67 zu1w5e`WtGY9XtXlwd>BMMxKD)jV2=PORBJv_H?UjDhtRh#xLi3*bWnJpMQSKVE~}n z0PRmm4F(tRXNWbstsX$Er#t7wFL-(pXYG?mtZGO`Lxp~kjWi~pX zilFHauMMP;@l8Fvc0G6WqPuiA4o@1{1c*=3=BB``&5WgX^*nHHl;g{tl{on5TgwYU z=MXT9It=~qWJ97sVIG5}X7E14md;fr8lAc#+1gP(q!J#$AUgcNmbh|IuQcjhg|UP`(C5dTpt_{>WrHDvB!%>JyZ79XY}g#(Vi!V&TML7J%PEkcbk+8fQ!#L1NLSU3 zih~U#oj1NqMgZd0)5?V>vf&hQy~r!oHUI=umSeCr*sMkMLBUFbacoj~{1Nqq!=Gb=KVku{>V&%3Q+VYysSmcyNnKFQGek28!nTh?t zQON@i#IfYFgcy6G!>+{|gaBQcte9cz-2AS4He6oVl;fgr1na2$ z+d8KVWMyG5TJxs{UUw*?2Aw30036fy3$l`Gk(Ls{STs%` znw*X%>+o|&Ll$%n4w?F>QEHU1*U14HO5!-5-$y9bCSQd|tkA5w7=!=K{i*-z z?f>o{CJKe%rIuprEy{#Tn zB-07O#x3C`87o3S<036`g}V%{w~U@x&FTOuiQgBD%NwCN(St8xW$WOQZL&t->UGTi zk9Y#%S@fVIEqN=I%HtC;{B2($2^~xEM>cI}Cwr_$^-4Po6?)8m<2x?g zPcfO#C}2lT`7vL$6f$8=;r3SPXBx!ioj`l%zS}>a+l_hjk7s~63N$ZXzhn~zaUvrV zf0V=nhgsZ%GwnfePr7c~)5;5s&n~!|e@ulGMpY6txpiREkw5k6K{O;;OCavHE(WfJ zT-z32LNIeLI?OnV2=qrM1WTPNgXk4Azvbr+aL(6@LszB|-sVgSQMOnI>TAyB>MTl7 z>F|d}i#!7uPNPZ5I$H{-jFr8pmFvKZq$viceHoZJc6xl{g8=Ybv>YCZY{0~Gh_?v| zLs7HuEI}@2U&UtTc##uJ21r(o#N)?pTXgf1HhoYxLVn5)-4q%wD4`$uzqk$%=j_S! zj5A?yAyMeDPhuP(qw)y*9vKAtPJO>*ZtV#Ict_y9{{-Wx}DNw$!|B|J@6t2V+)e+Exl}Df0v@n}~hr~u4s(91_MTXyTzb?wadj*%WRGaz0gxg?! zfmH*#^j_F=h9d-perum5!gWV-9HBMr@AXmo>fHxF^=%Q8m3QRuTZ9}owbW>}T@XiZ z5tDwg6r%79~8HRb}%Gd!w2+xUBPBy`nG`68ZOy$~)Bo z9L?vncPXF4J9*NkFII{{s^jSA7)c>$clnTOjDrY}KGYp)buEKQ9jzVr?sb9(wc7pa z$C}`;amCNg!y6!AUPV#QR0)!6D=pIIGJvipL!=}xOCihIVtMb2^&m;{DpSn34E#x; zlpJC&05l6EV*4{2Pz%#-dTIVpbn{wN66IZYL_KrtoM7x7lqY|Ji@(zrc@i#oyo!}U zA34JxTGhCqkhr_sw?!a|VE%UB`$afx&n**7mn{HAPnac*z6HSsfd_HPm0_5A8fnpi znEhD?4kAdub@qT?uJ0{1x1*sB=`B|t$vWV<$7nPgBno$4Muu)uF@tON?!wPKOJU%6 zfDfJA2=K;hvG(1shy1i{ae~A@!1H*)(s)cg_k|{55yeFV ze))TUV160ALpa>+#oh@7T0&$fSesyO6{*B+qYW_C)35qORSD`)yT*KCX8`3K=U68z zOCh&tVu-ST9awR=-}fd%1_p6m)0|D=2g5iVBu`#9pp462k`^PFx>V1<*EK(IM{#YA zg71Sc`6(wq)vLtYq9+FYvZG?sh*xLmN*HEed&RFgEzPn3{kxCv|LS=DpWZ*ijZ;(H zsi8-D@5YvLax(PU5%vzLtG{BEbcEj!!{$p7(MR}YRC*BYhTstd>7s+pO{pkF5ldhU`_Sk%c*%w*u>;EGjz*jGs#zfxmPd&qkTFcn%g7y@a z@9J8fl%sag(e={#E=(|$W8)D$H}6^W7!f z3W7MlY}mtTe1S&PLSaQeX8vX0uJz=49cZbOrpCC=Fj*;}Fd(ZO^nYKz`;Jo(ZhaW-A?EQZMKj1XU9_W8;ZTZG@&a`!%t9A>}f%pb`GF6hxupSQ9B(&+V){Q{qJ7|eNA zowULi4~$>i^c=1S!8N+f%{pl>aB!(0UnngVI>kjc1`gJOq8CKQXK0?oW%ZKnd4*z( zzMiiVRT6?-)ODS8UkL%eG{?B$GfaM>m+Q4t+?~KI;PC)IeiIb9_+H4-W&;GN{n$(r zP=f7W)!&UXGJwbmsur!VQb-rUZui`?4pf>1aNWSnhuGkU2&G5yg9!_7uZMjNXg;cU zy=*rGwGF>&HpYx+J(~QX1(^njuFQy3i`=W8S-hQ1e46d5i`jNdB#H{?%eB)JPVdyz7U_hp4NN@V9G(@nnZ> zxpwQ|CH{HWg^25L(sp~}$_09GnPd9wN`DEA%=Vjr>9s(_{CcMDvNU}CYC*AzjSt)^ z|B`Yst^x7f-^%&(Cj<=)50x=oa7PEd8~3_=4bZJdW5!5PTLeG&s*MUGv>!?`HKgEz zavFEG9)FcWGri9yb5=rOhPlm>(8CnKWq>I)>>mUz%EAn@Eq#IH5-D(Zi8*ED z>s&&r6q4Qw5(3<}GlH_O%OJzM8-Y*sdV!&J z#rpPk6MV&6vgI`J9nflts@$|vgv>u!$Is9+g7s(28j>!h@LNznUNdGsF-R3JZ3grI z{$AfgzpPdO{9=5meIlj-5fwTAO1K`0^3MITc!RMAy~j0JqXLc4@3u@`2K7g%Wjb>o zZ&w=KD8%omdhd*G4u$m(T$V=Sar5b|^kLAufRkmaHV(Lz3l}=31VJAMx-+`*o}g<$ zu25MN^ZW$NS#Mmg1!gi1T>&E)e`9(ialNPrG`Ga2M6?S+p5wJ2#on9(ZWH>d+-0Ru z`A+=aH=Yi_y!=SM1T;cGF{njyW*tC@Iijk7>oBbg9lXWZgKu1ay*kxY0u`63QsXfG zOm!0%CEf`cXlz@knNZ6IVmPh6R~#D9P<%Lv&aDvC;bC$^6vrLmZ#rKX+tNqdLgT=esq zFV9JUs-h19A0||R_(oQ(S)l-!ir>q>HJt`#*5=njTlnESOZ}qmHw2jZKx^p>V#zSZ z&Wwn)xEcs%|M0i@kPo{F3_o;qPJ$0~{6k`g3hu2!%YwExr7or= zbSNraWiGA7^B>P0U710D{r-O)B?+G?QqcN9Wk>w80|X(Ul#iNuZN?i;KUx#t^mPD} zaT4P}842(}%4L`JbTx=h%=f+h=_zb5|IuS2mkxsB;!g)WblZSBk*Qr)W3y9QQ!Ki5}l_e|{IW zH$I$v|J4$mC48GMOeul5x;1Ibxf~D>zok8xEsl&L9opjpeBj=zG_v2OA>e#pE-6c| zH@q?QiKKYg9t?9>SKe|+fZ5w&iC0vsK!h|^;ntY|$nkkt;-qI9nEPhekd?v@eJ64G zaPJd4uxu96x}W?5|Iy=f2UIJvQGj>a^w-@9fOj@hpv-s?k) zJIeI)wz#Zx2kkHiG_KKFAqSs&p+P1Iq$oUX-neg%QdCR2=9@30m8tw7#}_`Bb)GqS z9-l)2%dYK%U@jl{pzYcjB0@*NOd+LSb|MkdC{8ETwN!&~F^UIs!U0h5v$LaM+hBto4xk{t(qRbaa&j$5~17$(GvCl_-Hf}ATa zW%e=s8~sR@oST%6o_)Mbd0_8>f;Ux!ty;lF>9A;jOE*Kzr@|h1k3lNXWN3E5SFj8vxWCfSuEe2TO}WV zFk|^PcE3~IXYz$+-^R}ry@~*L$E`D|hapHTO*R%4j7H5k3uKX{d*EI^?gOgc!6N(p`7(tC5Y-a8J!_!1%MgYg77 zc-Cc&WT6U(7d(;rsTlyJ??sHtFs1`C$q$Z0v;44=q^&xY>lC0iI76oFl?^_=zGc}ICg%vFzRPEIJb~6 z+OZ%6-9Pl3l4mf1kCOKnn%*>`HB!cnZyXV*%BWxCEk=*lKai?4G2cb3_G#Xy?5)s) z4+Ls=YbB6co9wH%q7EoYrdM7=Q5=a~@Ju+B-~$Pg4X-hr4+V>+C!V{PdqW|T)o)+O z96)?b!F5iP1bAs%E}=2B3g9MIj(y+=fGN6`hONZu038&b9=OgAWq)1Q@_cm?Jd{53 zVYM|0Qim~j5Q|lV71I1Hv%Gvv{77PVBWe~-z@xi<} zo-S34JyHsU?8RwNv4{b#LU%5{e+=@n%a$$@f zn0(Nx%Mrqj8%BtTJ)_54*b;rGzAtEr*;dv2ZPMc#x%Ma~E9qAbsT4A&$S9Qz^?_Gx za>*Y>hk#9amhId9-mu4IJB$B|J+L3_SQ&LofKtrvw@zna-fpA5Zq|Sb-6Um2n0(fn6ykA(WE5K zli$(dD4Tp@w6Dz_vE#k#i+FGcX+@YQ)Sa_JKCIQ{Mcfi-x=$S${Itj9{kr6y=(zk} zz5PG-7yngzLN(yb7dK|#BYk3IryCHl$KsB`(XUFcvGMY;p5y-g?Ey#U%dHqIMbBXM zE2WEm?$<5s`EuN4QfL9YK4Y?%aLyz`@#y=9pH2^xTVnMtL%rTMAYS;W-6e}WB7n2$ zNN+`&-=0-n#_H{RUjJnQ5iBN==dTN4YAaHbj=GdR7Q4-Bb&Y+DjW#Uha2e`3kX}3{_Oa@?FI-TdOz3^8L#u_@5twXB+|F_MM>|X5V2o zZ9kyxf1Kjem>VQos5o$a{Rrq91@765#=^?<{w*y~3E1@aP5T7gpwmu8uJ=w9xU(j3 zog%%}k`6x;Po`%smvoCol*sru%IJuU><@ z(JODd*XY2j=OWDH^I=e)iHl0-Vm#R6`ylJB&IVs_-!YNVJ`29iquq+yL1gtZhxSy< z4l4Cs>)~&$Ly3>=zC^7ABbgf&6ujcDXms_7tTv|J5W6%vBoHt|*W;BNtb2rzF;mfc zP~RgoqGP9##4Uo(&}Nn$yu?R+m3u7ScH3~6I5z*n)Dk=~x`A{5SOlCoOC7{NR0o|R z0!42bXhJ_HE%v&OKB#>`WN6x382*viKlCe~z|;wNZ<(|!2gB!uI(@erp|O{7d<$lM zT%Pe$_WN5bC|GK1Q9vgHZl*<&26fY*m^ zTP%Ne`3dkadqwIV?FR8oeZCZYcmxJtYY&Vci-V^aZ6cSyR03mmwR&%9H)x65Zd*DU z4LV8HWyFWsU}m(`$yzlW5K4WnH^ep+{<67O@eDr~RO+%UU&ZLnXnxS9&C@}koRUjG zG9?djWS4b>Tj{{PsdkB<{+RjsmhEpTnBV`bZWvyx8VB64%QkURpvL(7#rl7`>X5m$ z%V=?A2&O)7=0L!27i6=_T+N%Ohr+H%v0NZAL&Nd!F9t3NAy$V*WxK^kC{W%pA!kSg zjkXCGpB{0BS-UFMg=hT$RoqCdOQstXbBnV}40r?*7)dAs@?#;beyEuJUIq9aak#LG zi+R8LziG`@Mgi|1oUbFC*x_oEc1vX+4!Gq-*&f3Z3a>W~TWZPX0BgA)WJYGmaQR&A zOS*vp@TXW#)`j94l=y7%o!^-bXxlX{G{%O(Yy<~EVI0tJPcQh!!v@D0n3)m9S)j$G z-XIrUhb$(8%;cX2qkdW6+c*TSh;Xy2DD8nBQrnR#(IquQ1$w4WxTAzn!^9X*ZtWv< zOJHxE_lGdzuUMiZ&~bt1vR1C@-FyOgJ(KY5p1H#}eRZKr^R^(0^mKs1?Kn92q_p?Y zuL>A`%;;XzbAwI7gl{WuJO?_l*Cd1o+2NwrJGR&HxL{;yj!|?W6c)1md}~vk3-q%t zw*AISfgfTu_&Qz>0zyk>O<%2RP^&RE7E^EuR0;&EnRJH3Q(3q@w{R0dHlz8%^>1uY zQpmUBh9M>RsQpSnsJ9NKTXS^&N(w=GKXdP98@QtPKZVTvclFU|t=4CeoBSWs5FH>J=IBiy~_S&qS}+&d}{HBHFbN1tqbD!HwN+FzyOhbc}{CXvs*r zN+A>v`&9q*rhR=461|8_`9vN=udW#e|AAyc)DRNgJIe<5%gG64}C3cNr6o6agWt6e*|OV36=wd*PzMy(CvMsL*Dsg{1j?7F^`it4a z^e!`WLTc~ZA?G#p?uqv~In4avpYF{5mL1IgBTQqrJ84`X{u7$i8;||K{MqF5`eShn!CowMNf?RGwyFeqtw9!#wcTLm!h?zTw9$ZRIQ^>k9y`q3#qY>< z#09TnuaCy>hr)*q@d>8Vxgb44K68LC1^VHguXIlt1g%~KQ5{j&V7ZoJri$wYFt@=h zXlEP_GmG^b`7rrSYP|Ivfw^o@K%H-JyYnna?z>tsFkgqLPs*OZ#2tdd9m&)LOk7dr zn}PQOr}a_zJ@?N^I%a4#zUSi1p%7|(Ima!t^a$;5slKARD}w&r$M=7AJpWJc-*4v+ zd!l^KM|w|9|NY^Xy6X{^awzaymcY(eq&4JzX6eSZr=Gr18gIsabiVQs^KeN#cD}~{ zFrIBn{0?X0$*m!;ErYfAF6^%y@{)9gu%Spf1 z#pMpWoC{%zzdhiw${x?CkA=S`SEeUFSA(C|TTEy;-Jr*d-k1~TV}RkeQ+;5M1MYru zONn_x05HqBgszH&!nHSUyF>!{plPVT=A&>jOl$R$e*JS0xDX@_M3XAONxrMp*MgbA zwNKs#V_xCV)7SpsfkFz%7bv6;y2t`43RchglAZzYd#<{;lw!u~s1h>1xN!8DlwR;x zq$>(!J}y@1XNXFvCAZs^&5*}>+s>Mx7_w_~JntC)2=UXcQc|21LsOhNH%_p-!08btgx=`5Rn~ujpl?$kLoGPQgB}2)F6~(tb2f^LFwzWOy zYw&H6+2$Mb3!s$JL41QR9QIQb>zTyHgCe|cpIBEmc&IoZADns?Tn{hca9OKESMPkk zCaM;K!~)1Rnk-#WF|+pYJyFd1#Vg^jeyW?HL;;&CiTJ`Ok?C`7)WRd=%8N5qbWa3r z<;Q4zu5^Z}#!@b{a(=)yJND!k+{?C?pYhNB%Cxo=_q9?tMQQjy0YB z?LsyP)Fhhw=OwN|)1UmOwJW-O`W125t{!^aaO~CZ8B?@4m%y*0Ia2 z9-#o&;iN?z5mc8(Q)eUK42vr+Tr1`X064m*Dr7IZLm6fzpRT8+t@^9Nla=aAt_{myd`!7tVsCBP23FTS!+uRIR+iSd{;mO^1otxcR)O(A%x z->-h^M-rr8TBxeg90uGr(%g+t!Mpj?M}VWN zC8E3}7M4hlUG$--1fZ|$Yci1=%y;F{%pHybc44ww$8WO3PunbI4=ZuNNfD)@lusdW zsp9TCD%KppH0{pwi6a@t-y9v3OdkOLPb}j6f62q2FT1wCJ){HIm#-!tqTrQJOu0xAw#q%Odf>G$8f5{-JE7I;zk)eOChn|U2 zy|p30*t^3YI~)>)(8&bt+{~&+h^X!*PS>vRfA#kN*kAlt?Fr??IXeYE&g_i0wp0#M%~&@P+|-2cwTl)n8IIWgjDSM6^g)sJm5pV&*$?KT^H zzpp+>S9>~)u*(_=+c}TaH>jXig}PA+Gh=j#(6i!^10PEDd;B?HGUE5Ez~UdY1Bku@ zBHUE!yfj|ePo~S)(~HS>Ad@MfSeJnm{CfrB?hVkXm(Yfq`Zw?wIF{};NRPh8FP7$E z=G7SpYedB$IpPU1Gv9k?|BvU=YCQap_vNpnkf#cpfT#r&0TVDS#Tn#1th#>phBMS} z?Uh)Nu?8*~YEK@PM8lV_%r9w5mIJ#{X2Ri@j*!$i`wz`*7*KIsEn0k_ zv={YT6m>BThA7mypfpL|=nDkmD2Z!)>I$9{+|=~A#`Vz;#PbXixEc7v^!3ZeS|cui z&+hP0S2YXL$_(1;R@8%vp}1u_Nk447rvDyeEysGV-pXrKNqbK*3wX{(J z-dnl>bz9Uuug59JAd2>{6Hd$2xuCHGA@bV=V(60M^x>wp6Wq73;d-?14<1A}R9qJc zfW-o?T&}(DK*`*pvaC1@#=Xp6meOtnK`adVscn8xFi6JIgC!lL$0QKR2J%9c?zeRs z5d`3;3U`>AcobCR_bMshy#?N05M&O{Pr{x@7-?@JdkO+>owzV|LIr*^e)#vRJ~L2? z4mi#FISTrn%6)aSISr8QNj~rkVTZQF!W6fEQ-Mv}u+oo8^@z7jJP*$$66tfZcmiHG zbaN_SdHaqIvZr_v`tgG;s#dFw)LTA>Y*o+kdaAi1xgtMp!ESNnhwd6#9C|_85D}LV z{71mrt8XX7F$e}c8GNDqI0BgGQq4Q+Wkdc8d(1U*&%v*vrv1}P*I}hj+TFpEHvybH zA3gnt2TM&9V$M#I0PkU4){>7AFtwogIJr+17$5tjcqkbU_lB30KgvA=G;`M5PSeWp zg>PCR1rI++@N_mPJ&c4F){J+0iSq$o{>ChCG#hl&9q+_1V+9zpEqizD`|}yj@rv5a zM3F!G6>6MakjdL$(iQIvkhN+jzK^9XYEJ%Ckj{YJ4_x7DocQUA9vW))iO8!UXcr%7 zrsD+hPi4P*Wa1C*JM6wabH^Vx_64rgUUvm{_=3zAQnR4MaTQB#hX&9+mB>RI>Icoz zM6B?r(|{Vmhnr)>ypSjDS-ws*KKRk0vppmd1ufIg`(C_o3p7g}^0A*uhCSZZTz{&b z0h17+$ z%%~n2CMdrDP9KS;Uc4%CKIVqrp<7oDPUxV1^~|N&cv}>Ohe_@o5Jg1i?`fF+#m09< z7=J$47DNBj=l6eiKL6i7KHk^Lxn1hlj_@4Q%@q|kbNxs*a@V_0(TT(RN0Ya`E;#=) zFY!Mx-s2Ph&5$%4U!m`7mCf?N?bkSa^b##p;LbY;1U~s4Y@~ej{Gr&^Tf~l0N3u;t ze6|W9`;kn^w`t;Ta_>Lz>>vG2+xBH$#^yWy$N&HFNiv~kD*W@$yhZ8lD)a#PRa><#PGe7CBDvp3w)m8%`$>{Udy{RPoDdw;Zj4AwNn*?XnvX6FMooV`X_ zYy?uxY)Ac_c{#`I{O%e&DRQR$tzQ6$`srUWUgZz3#H}v4W_p4Jy8f61nk@Ls#4X0I zsS#MNBun~U#^Tl0@m{@qSwMFnXp8V74?Mq*mlWuP4;tzzItoT2;rO@W)Do*wkQVRA z6grUv0~NlKeog8Iq72(6*tr8rBj-5t>NDWmubJzT+fne$rsJy#>^evXjDsa(}yqH71{na5P2Y|i&h!81u2Ws?HyhJ~MY!%y0#lZbb@B zV&^m6TRo%KA{qcSqsU_`?0hyUUdyf{n+9~m0&nM$@Iu+p-f6i^e4y66k-U;k5`?4Un;~*7KDbVUJx2Z>``<7@;L?RKhU8L9Cp)2Z$V+`n`)j^G1CfO-b zwn*|?@s-wbQFM`^qn>RS8_(ew*%`JghE5idDdh1u!9U6{B{0VybjbX*HKp>0md@vA zNFKR>^G}9!RIq#^f%E*E{c{b#-=3^Uio_2RrJuX_Ybh0oq%?<5VfVB8LUJ_r?&5*D z@OJs;+mSH6BpAO#uA+<#XJ8%8}6pNrUS$=!b!7k{Yx{}7HA~DoNHc(S+eibs}cX?Ed2Ldm@ z@CILPKbX>dRj7>96Ohs5OFiVwg4G-5ajT~vfGcqzn2+2aMm#rTi`B~p8B~|itM}aS zwlWkJt|b5g`mfG3J&c4cpKeU<=#+wsT3>n^XOm!C_hW?v`fiYEri3Z1i>vx)&x@fi#HNd)znsx$y4JxY9Z8hl(%Iim>jZTh z+)SU5`-3v;-g0qcf7p`MuzL2J3m8*c%)N_!e?MG&BHwq_gBQLrC*~#mU|7Wyy;l{f zK)GH}D7TOY{+_j>4adU=if3t^M{*(|%e1878KNRExXV*+bTSE^9`qr3wAKNn4=LV? z_$tF{%JM6b9j8H<(F>Y|%TaJnx6#%7AO%#*w+G}ZvBMe$ja(-kDlj%G6hF6n4}JBD zdK1?jfwE~!&23X%k$o-I87gOO^nm{IRb~}iWJ2#d+Rq`1Xeiv6-&MJwlaIAnAC~?f z-u`#57yn&8QBU+&8PCA^2rqn-t%J+`aqDw4rzL?A72Nt=J(H9FTL8|#-l2H^;!hTw zzoDbDERV(=heuo#0$(|saQ^eh0WT$KxKxh%!&~|0s7?@lB%4@YTZFSXyq%F@{l?DH zfc}A{|M={gRSWu7I~}#RAU#`fmJsKE*zOHxmczsCN9-I|Sr#9`;c>xY9Cwc%&fe~x zD1SWcdg-4}$HNQd7)@C$$Jslm*gbH99%t{^$xDhp$~b%1PW&;q_2W3Y|6kAf*L5>6 zQpjM&8g5;E8n5-;1DxyZD=iZCf{U@TUoGnG0e%UeL}+6MEPT^WEiG{mjEsC`J7{-? zQ^hxZ3)G{5S$h(F>k}TBD>-X;Scnh2ZtaB!a0J5@ZjH-Uw%Ne)IL1iGCmsrSJS^rP zdJOz|51bAamEaAJ9+GNvMsV@UeXV%y5I8__Z;Cr87GzZ16t^5G$*Q@{eUMG0s__ z_t^Rj=X>~32K5O{>;nfR$xAI?Mka*n?|tpwusx2>-7{opqThsO$3s%^1!rOTWwBP# zzftgtOe;^B^b`05KlDSuFH@*U6<$`Y{2aQNyw+e}6@cWqWWV`B-oUU<)w0np2&K;{ zbY&r&s9TCQSyHlK*z4|`NgX02Up#T9N&D(Q-vjY$^dH|p z_WH*C;RWq4)^O8|%OvoJ2blVZ_ps%>7gSK~>NGm;07z#h;~C;IAP;Fa-9zljw40CY z@s@j?;Mo;U-XVi%u=YsK1ykB_RM%l zG)U$b@BRd+R7QF#Xe&XclW*GDrWnB#DNiTMR4{x@AQrSG6$|Kwb=2bePQyDf!jB10 zlK_E1%xA~AV)WKOm;9u!H#*rU+Ld8yjhvo!=Tm)AL|aaETlYjQQMM|NaaMri^0D z6>-EFWte!l#WZcZtN$3#R8!dJFet%*S6zNw-x+{_p{OtwNeGNdKF?lG6$_+!K151B zI1PpFZ?p-YItifH5GAu~G5RB!qx5Xc3-Mq3eASZC8p$*@$jAP;fas@)xV@V!&}$DG zvLZizBt+PBhc3?nMVGx!uz4wnrsqWz7_s#%U7zpr%LsdcPrBQx$ixda#F3uW?!~@8 z{UF*{%1j7UjTFr(8o=z>Q~fC53Y(deUve_Xfk*PqF|O-8P%S=_j!J?6NQ+IE%{~f- zWGN}nF8k+zN4FMC#+&1@@t#9wYb#HHb-dO?Jr^a|ReAXxHN|Ow-ojMfWyKz~& zpEe$3+#dauytW`MXo5Ga74c8@7FVZg;C?=y90a?OL+OORosJbUVxMKX-BS( z7nJkp2q@(A1A>lE~F>=zgWe=uA9j^v?yB}n)xzxgeeXmr=Ip8KV+ z4GJ&kdekCifN0CjIRv__kfY$hK)$3rTHhBuZ+6!aW%Zs4#D*`Sv3(C+wRLR$Fb^_E zEqYJDabs%!&qXgd`$EuSe99hh2gcHk_hmryh0pV!JnwI$6|JukF2OYB`BApq_pn5e|EU~CFqM=j-#*&xTXY+~heJmeP>OQeZ=0_vwD%*7Iw zpts0MWAkThzN?FgckQ2tK#OvN$rZdfu+&76p&i8pyZK&m#c7g&sjrLiGH;8~j0K(e zNgHn@qI&**uYoo4PjRkjx~7O$BBP0CX)O^k{aE_hlLF{&v0)*sL%!+FEQ@t7%Y z{eDj-D_A!k7f)a%78bA77dRGhuT2CXxOeV(}XCtfJmuw@*{1?-`5-!*akZjRq%2UCKJpYT(S zi|tFo@uzRRDb96XID1Rd-c&#D$Jwj8m-;&AzwpCToN|hPo-!Qu$0RwdzHMd=ML3_a zr9He3J_VI`kWhQU^qTzV+2U8heS}waFqi>*fRs`ZQ4=VjxJvS<$^}kf7>SH@<3UsF zv(aN1Zb<8^yLWBu5W`C%!hB{g2&!C+X5JRh1tP&0thb)WLkq|GXRCj^z%!3MH6nT? z==rt3V5pu6c+VCL$Gs1MgF+I6cAQCIv$pMP%q>RvJes_Aev1fD=492Wjus;t^*H4X zDqkdUDvR&KS1UxFTRu1QTnQyajv0Jbut0Mqzc5*s1yPv)hpgQ|2c&qL{EP6W2$Gg# zpBTimfu>^&PG(Y`z=kK+*Gtn2YHHB#eE4M#MEfl^zl>x+A+99hm6Chd{4lC=X6w#S z4xbxinGg*cqw>S}>&05GcDpm<<~8;&wUi#KX$_BmCnU zPe5g?;GaHsB^c36BYEXDBX~Uc{!(#H2psFv>#SOi1$@)H!!wjj@D*S)km)%I_*uz@N4`i z{9HaBULJV%wmkGPPz;-FW@c7`p^h)uh`AWS{(9K7WPdR9W~mJ-+=&5Al$|X)`lsPa z@+E^B&XXX1Jj#FIdNDe=WZ&^c)f>fg-z;bNZH11rjkQ2W67 z`ie~kjHuaU9WHMIJx0SaK_*V{9?z?9eTp%lWvG^gqnroIWyjVXxE}|!f1ienTZcg8 z9YPVYR{#tbI@cKLvFCAP%|cuLCa%&z*Z|?+hDU+TLpuM1$b57nP!RJTUFgHz`F4 zd{D{!d5gU&2)_Ad>@fB-3k2LFup%IchfTW`>hJg;gF8!8r-ZTR-;aCIyEcDh05#T$ zN`Gd8p}-{#&bh-F;GR}$@B^NP3*yGrGo{3!k52i%cVID6wo#GyBlAXCF^<2>u`5{x`1||6M-u!mTfy zWyt0TFC6%mAN!@@{QI>vmP%tWIY;_%-eMcdM=nS5Bj>|sqx`%_GGX=&U{rv^&uY3G z>M14(NBX=;$(%0@N=NeGUTV=-nZ(V(&E!NdtJXf1@k@%J-UBzZcVA~I?i70 zrvk$A?Kpc?>Lx~lcyaBixpx`62w0Bp|BrRLu$y~L^<^1ApwX_A+Y*A)PeG6vZzmepF_jqM&D<# zc?6c67KkohutS95wGYP*^iihqr-vUd$f2~7m{-}UIB7CvQw5RP~;7X)OF#nkWNTV4$;wd-*trTf%^N#;Bzrug{dhodN{5{OE^?%Fu zq>2mq`Jtd7TgBCPeeli=(dc?7X&4x%&fiwj4CVU6bF&`qfS@z-t6e_SXa=t+|JJiq zSlmyi-gWK|RGxUVrDSCJ&-bAI{GY!U>^1eC!Vg+OYk0eSyl++51q_S2>JczB!P^qy-*z8MKl+ z*Wvws#=Z2ha6tTQi;<&_7H*G@bHqF&1O}@!$E+37QJ2pH{_R9N6n}tEuXbG@xhZbO zCf3WM^+SbgMWn`vVRJ%Sk(?XFJn}mGTFn+cypf#wOO_Aub)8E8_1p@Z4@>(ObFCBT z<~TFp{n`zhIT0I@S=xY;!M}Vguckq+MF&;x@;ktwCiXAwferK$)QtUeAqe!1+dTM% z^*_fy2>gIww}+{|>1brQejQfS3?JJ|NdvYW5^2@gd=T<-Zy9#ZJOJ;sT^$VT!5^~BNkHycQ~bKy+UAR3#vt4n)A%1K>_v9c>c9o@JE*8vp9BqV)&PI zUls&`)z8kue~8%O#o!yy161}fDYo912l#zq25n1>8Au0&)ep--PXv^$7pwOxXa*+r zuJ|vQ5Zt2an&>=62VU3X$vjW;g=bP_#MsgzK!@ui*4-j%=#+BLgN_e7zJ`d)ta0fm zOF3ojg|a>B$}CwpR5L)YN7fBX7v$0O3)kCgW5$S!l;fOVB@b%x);q=1VT;t&-mmlr z@S`-X!?*h8_E2Dwa%T{)1k~kKWSrl3hfx`OV`ITSAfiTW)3GB1&cBWnpc@(lwZy5M zuEaJ_cjIl8sb(agOEC94G{)A2Bc0roW1$6Jp?ULhhS%ZxcIz66Gd91b^!)qpGdEz+ zW3vP%yJle8Yv6K>RSBx9tJ`W5N`d@~li~}1ec|_?t81Gl(*ga36}5m-YM2!9_E7K~ zDUgxo7OII(M@E-^h*TX0BF~xibMS@%%3?#_7M{AO>9)FUHMJQUt>-M+jF(4ClZ5Xc zMA)I^maxFvfl3Iv`+wviwT7PRwlR6E&cF!sWw{KvL-Vn{L9byOK;T~US8gZ`RwI44 zm$J2hd6%qYOvn~K)yZe3eh>sMy)`q!8cC%(*K`o! zN36hD}e#b$tzecC#Aj2sGHJ175M%NWU16W>)Q z;zk(Dv-(A$w#Y!Oz~a0FANrp@zyG`Q`TzFuS)Q9%;ROGQ8(3i4c$s@&qY>v%VD%Ke zTloRE-~Wc)aB8Lvx8A?2Htynb3b#L!nMjj!y8*|aBIbu8a{R-O_<^e5DCKG>Jd%Cy zQZ=g@R4NDKyG!U_cLmrQIf>@M`-Jb&V9d$ z^N&PMUAz4HF^(@Wkdd%EZ=5;0KV|P)9B(MjUSVcAyI(iMj`XfM?c(PZaQ5y7FSL?> z!?kCTO&)lC17~kL+h3?+Yz42EwKkM(x`5Ju4m!D~!KjbD zg`z`s;CM@b1t!WCk{-_JfB4U0JN)fqV=?zxrRgykK;2y92rhE24!+cVuhl% z?xHcGFM8DP}D*?Y|Lv5@B3+a%rXUob4>ldy7lZZGb!Nn2H0vIb(|+d$?ehig-~?kN-smGb@;pE_fl&&kgW> zTq}C+>ISnuV8%wyI)EH+RjE68X>jf7LKAgH1K{z+*wRth!sCH$vSFe(z{D%(lcD77 z@RR5xtw%b4F-~>1+m#$xd(~c&H>hS|>tkPzAfXS3Y;PFpWU=`z1mz8`s+mFf>|=WQ zwg)3Pxi>&PVBrf5sZD|lE206#{#v!8CN(rnjqiFIcMOyqym*|8&AX9Hicct0jXl?s z>?6D`Y=Cl=81}MK5V8n&CpMHdM1oR&v6F(_=yi17u*gRn)SV{fFNj@_Up^}*>$PMB zyKddpxi;+tR&Vjooqy&A2e!?$FFM))sn_g}2>sLGx#9L``j>aW$(?ae4(#|mjqno# zoP)qIp^&0JZFb0;Rj)-lxQEe`6U7j9UWY9eE{hd*X&{Q3r9nC}9728zrjtMK1E1mf zn93mtdrTX;iM(mS2a*#1VoG1gXK7J?awHst=#mx7-KU0LbJD$%ngrl&*4MA|=hD$r zZkf-4w00=ho%yQcM}5Te=ps+RaXG|3mR3l$WrU0ywfZ%4xsc2Sm&~b)wur%@Hh;aJ z_y6$rzj?j*Z}SQHIY&n!93Bl%(BI9u;(dfSW~*e+M=oU@$yA|YpEHixAIZHR?~f%7 z;PBS0NoezD77jnTuaxr71wLc2_Ob!Nc z$sZ|S@3sL6bC)tD)1Bbx?s|7ynRiLh{K0h_c7M2lAll*KB z0__fp$C`?;{)Sh#9VSEfF@Nqlzi>(Mf!(PAS1(;o1)}F#D~g^4L#nx2euaewz+4jY zlj{z`=BJ^xVE;%5`rwdCbA$&JOXF{jq6!2gERU+TuBJ?3 zM?_@F;!9Z;=t&j7`cuWT=uPbsV{G>ZOvsv>n*THmZ>FgPJBJU#=PM*_a_@X$ISH5Z z&DW(cG5cO)Yv~2ZoHVC9^|u?ouo99h^B06sZ(If4ta_nwuGvS~+Ve0?L2P&Y>3zs! zo%-Qt?>3Mgj6b7EL5lXqg9K0gh=q2AOUvy9-=QC2h5%E$;XmKA#ee4ez+N9mQa8-& z8$wP;0tzhyJJ2*$v_iw}1V4_P$h)U)36f4McGTu3K(+*W^SH1opyki!N^gqwH|z)f z%$p4Yi8DQcg*_Z_)FivqU*a!D77JrJuYF+k#ld~D;56XVA0Uh234tZW8c)|U8iC|) zifXbhg0{5>J0AXYK+ijtb~Mog#=A0Z#}@_yt9^%Rmi=S!aP;-CN%s#7$%`rzZu%(n z`>8Xb)xIH`b^F6PC#s1pE2Vd-wnGe&>nqzWDe0lvL(0gHTkI$}sat=~0{eZt0v{FE zvnX$aG5QiPfIpvMzPwDb0kqnazQ3^N54fmCdV4Qh0z1arUt{VLAinA$bDTgGcz@&f ztFMMwexSeh?YvbG`19uLOT{pDXwBlNeaN+sSx)!sN-^_+PfiiL2eqdFmClWwQ`qzL zCa2_2{{2=D3NxFPTB8x<`yF`ocqARj_RsC(l=Xm5E#xn0mIr_#(P#OLQrO>D%7S8X z=}%1CUTibhOYjN?^y$ff4A*+;vN*)Y$gITh#wpDK6A zOQog)fn1l?PP!2IooPaU`c@;r7dGC^dyk;~nzFo38$Eat=1Hoe>k9$03vCMT6Yv9~g?a7W`!=- zR)x0-V%s@Tws*$&^IVo_y3J2a!kr5#-m9&8$!`Q}oaXaDycei#nc<#(?*hwDeM)kn z3IGzLJA3?5@sQX^u&`XU0qB=*+>*fhFaNxYj_N-h3#g5xY!gRV;oj`%V*|@$pqJbJ z!Xk?|%we2V&iBa%e@3EDx5kFTXDYrK>mu#g{WtzQHeLXZwDt3nHnV}`bL6GQHeOJ` zGA79`FbPx#9hcX#CWR}Kzh?&kIS`J$bwN5T3K*xeBO^zx>f#Xp8j^it`VX2Ltbq33sw5*E zg*r9YY76y__`&9G!iVH)ha-8(^}9eRh&_@u^ggjThT!;8@0Gu9%B(m(5hkarYoY9O z)ZWbLL1g&_-2Mv_{C!0G4VKRUrCuw-77?RB!?M2YRei5NB<%f`eF-r z!nE{{^mL;YMjCH$=PQ=o3<_Ti#~ELgn-zSUgAei~0->f>a9)ub)Teb0CfHzEYS99H% z!Om|5TYG5_m@rk84t0Y;FY6bca(_Zdbn=kVDt!-Al6J$Q5zB8TVlZ77Voi{?V&w&5 zEZz$Jq}yM2t&?PFXIpZdVPTt$_o7i!!`5}hhu`OiU>*=9F%}c#hUF@jV#t9SIVS&xtceU-c|5+4# z(@dpxL?3EV#+P`;*#MQ_XDoBE=SOa}OmOb3S^^U}cke$M3E1-mr2Lo2s=$fXryjY& z*c_Jv4d>sk1p<>t6Wbb(*&+3hr;4Mu^OY(wNfq`=AdL<5Zxnm)I?B8D!g&lgBeTtN%s+tQjW?C9q5=W1-_ zPPE1SFt?K6Eb4qn?(?cb56*n`r(YDX1ATZ_tu1}m;Q6UK>XvR>@Hg!yfpc3t95Jaf zZP>UCYDrbee7@O2>dn*g?2KW6v7w5ElamA9B(@u|n?AqY&o|3u?|G@%TLVXUx3G32=5w^vVgcnr^f8h*!_g|;;y zF}Qw`ueSfuKBj?y_F();BwAw#w@AY?L!wJfD3MGZZAt{I4pWLF=Ak#`!@qP9!K6ap zq8cY6ACr3~g|R@_PFX#DbHIc2${ELIxeQ>0Gs_#sL>rLIT_PQ8?gYi^@8-UCvIMvH zLtRzxBtTNCo9uFORe)we^~?ujTbSc0!9(s41Q?TEG_BgQ!_}fEH>LOXFhSID!{?2B z;39j~__H@DV9c-XW50Va{4i}E{J^FGBm{lbNC`nOpmVKDHIokby!l{~vf&PwdJXD- z2Lym$dFyPEM1;^c?MivF;!liFK)$0pK@?&=RZ;lS%n+4G?w&X2)I_XNl%YL&V(9JK zW73yr^pND>wn3l=J7Q2V(6w>0K>62!RW<46Yd&YgH4aCmEz9jMf7f{R~R74EQ6 z*Sc`jKETzqcenu8AJ1E%4n1oe-e$jVsQug8E#-*$QqyqQjca%Kr%tZ?D*kiqtJ|9`&EwLw1J18RxGr-^!h-pSy9SH>{)=Ezrf; zYk;Rp$My*qzt~*5T}8cuv-e-T;9u9XyB4>-997}0d3=~4u|8P-_?u{w#SThZhFqE5 zGyp{=K4%GhV&RycAIyDG4mPLnfMao*P$FmPmNA(lpl6Y6nz5&c3nBf*4@R~yVy{a0 zShudi?<{fmH7X)O&>`iY*%E&kR@0@Ul8de1sCLEMk6#wLMGSHT8B&3)vIok5+YOQ( ztW8p4&l_gMglc?eAc0Iu@0A$Uu=Dq`+QFbtji@fqMy8ImA4M>p;IXChM+MdgY}i~e z=o#BFzkyyQG}ik*CvlMvy(n$ZmlM`Sk;fF}M6+4Z66-oE!zV)|HB(nvUWS!JP6fBO z%|klL`s<7p&*AmImmmB-*$b`B2ZVKaz2Wo0Z<~kxY0xu^!dCyLDD($!r%nYwgoV2A z6Y*ZK!ot|mJ6^A!L5fe@<{skbu(%!{ZvUkbYM4cSs$kp#l!Oy0T?7QEW2xO>`+X?P z4;4G*=DY%940M><{#Cc!^grvBW3Q_lqD|pBs&I!|XR?Ua0K^@89xT#p3m0}MuDC86 z0C%dSNqM1I_-U@niaf6zR4k^~Gbd}nyASsLGpHTGjdIk_u}2Rr`(NPM&23`@oH{i! zTdzWc7B>!xwn*U1ZnxMY=LbJT#~^33T0mjD(fo-@4l4XUn}GM|6!^TqwF~-O;b;Hn zjiZJBpz~I=k3&2;ywWBtf5@pXGI?V?O+|~ZHh0o_$vb`!<|w&*{FcQ zutC)ADeU-YBz+ku{ekyGzr9nZNFe@>R7CY8oD6kJxoa{ar8&kzb5u! zy(Su>J-%5?tc*^GZf%w>@FNMYEuphby2#Fj@7`rfc68e7w94vbBXom;3s2hV4C-aN zPjX&d4f+o~el^)|2QGyrtn+5tK*^fH4EPUrrc# zs<#9CqPe|SFEJ2XH|&QF?K$Aqn9tR%>jHnZ3(Yl$hJlZb@E0bP3Nl%C8V(px0d#ZE zrGLmD88?eJnmXAazE{fOS&0`>^M!+Jl!dYg@1tyU{naZ-NtDFb_ly`?BcpNI$}&P( zEj-8GZVIE%sa1&+L8>q=tB7!vOCLl&4`KQyVFyj#PRcKzH3TBA>gGxrv5*UxoNZkz z2VEV1PM7s)!m4od7tEI&fu(F+KSw1!j3yCfbUd|<;WN|_DOJ1%Hy2`#l@mmPn7>jZ zJA3}nLVzKkP5K_V|5B=Z*Hsp(@>UWD-lPJH>hDiSl)J%~GPR-i$OC|Ge1tajGZI+2 zZB}U^{tMH`o|km&yg$-r&wCQ?r-3M|f^~ncDc#U#liCLY4g^N*`xg(f{=M{okF>|F@4XmOseo4uQ%M-VfWFd%O*@I+Eq>%%?}P zaQhGNkmpM9pnIpXcdh|+b z)b&UXpgD#qy>s$NW^$R{e;nd-#DB=P!oAn$FCOVn+Gh{a#NqhO@%nAry7ZVMy~wlo zieuk!^|kKhTwU?{fwT9^zRa~RbU1tMX$CI2^5E?49+)`1+JUpzl&`0WHX3Iy#jDF# z6{B(XK2aUGW@D`i$7p@!8t)kZ?)!!P`2BW}wfZT^XpR}EB%${9(usw%p_S3BoRy%r z^qy&zw>G@8YQ{2u-UE2>?;KEnr-M!pe3Kr0-^R#$YFPgXxCUFkkT`RmjRS5Jlqpu5 zfzVu|=5l0AGsymw^*3Q$8nQkOVeBNK1gs}!I+j=6AlHUpn#BE3uv3{hqoGCwHOjgt zOoq2H(id_>7&iS7kJ0|DTJdEhH9|?v!mEVJm;5vh?((5G?4qq>uDWP8B-%YagadKi zdSE$;HCQ%*!SryLwp#8vo-T+*hkeU6yWD9xkKW^2Z zG60O7EYo|kv5>X?0l(}}IhgVEeRkSf9p0{5Xt*k22Wn=$JBDTGVNp0e=WaiiPrMsH zf1BVMEO@WkDbExIHrnpCcVYY?Fw>Jw!m9%fr8Ga94rL&RjI;{ z+-G0^ARX30JW@U)ms(g5toXzQQVo%>iG(V>94lHNn9rAtSA_?jQZjYFO~7+JxBZnd zTX=^ghMLIP6pZG6*IBWNffZ-th|ZQ(fe#nNlJcc3b5|x(tA;q05}Jek^o;%9QF=S`NCOnmRsJ(}WLlY2_p*9DqPt zTHgy^dT94LZS-#57KXTWK+&}1DpYy(j@v;a5)gls;%L0+52e)9HNF$p0Z%-i*?=V( zNILNuzxp&4&<~8=qrc+{k3YH@GfwXh0>!Vp5PF=1i5cx1N2(oV-QPiNV=Nz(zI^`zmJb3xA6^Tm|HIq= z?)Boo%O{j}+B~bi;qY^^XKtC)3g<6>{Csz}o(q@H;KU6hH=af9BRumH-D~nYjyu0+ zVKk*ybQO2MP?h#8@tXlh?R^Pt@Rqq;QZwUc`d;iIV4AV9{ng0i?)y> zyp{bcH?y;=xiK`6gQ{~l84 zgPW&$ALf>jL%R|qg6N=SjP{yPZn4c58v^g-A%vl0%7(L(C zu9tu|cZ;3yI7`a5LOeXL<7ak>&?mow%K(hZu*qKwEEk4h+m-ag$V{MC2{v4oy$Ls_b*^kaLZD={rf zY7%2&x}$}<-{@CpFwvkl5&1u_UH$@>C|bK!`d>qbDFR=Gu_hQf^CfvI%M><5#QYxB zDuv2^52FpRaW1K~_vn8o--Ux@&u%-+(m;Gj{)Oq}LztoC)p@YY0sZuVkGMt+v>RcY zpT`_t)xQ2rDY+g2C+o%^4>$nZb&ePFM*H%!kNXkp-U zd|m~44^{9et9!9a(-8jJ;XUy*Qv(Doy-Xbb8USytDSmaf%mGv9+j|$W``i5WH}B?u zF$A_frB|m4DWGAms1tYP7Yt>Tp5^W@GuS0lQt1%w2e{f^FX5FrLB9lQN7=a&K(WzC zeCLY<9CElxQ9DKgeiR&Q>h`pTp@l?wFVDGvJ?boRaQ+*}Jj<1y8##;Fc=_-Qv$O-U zYi@BRtCmGC;tL8y@njM2Lo$gZAr3^>owal6v?}^|<>l5)3k|v+eY48`xfY6r$B|_Y z4dS@YH<1WnVUf5dwYpaGeaH^HAvz%x4UL-dsZD4XRbg1?dlcIp)F zFKa=lP%tH&)2Rp6)z}vgeaYb_hZ?86+%o2&e^0X7t{EJP;Hy(7^8*8!1|>b%c!_D} zKKlG`#lVWys3|2}0%C@kcdRd+1efvcAkoZ+cQcwj#s`u-yMrAo5n16ior8|Pb z3BBC&*9<|n!}ZILa>!t&t~)WK@)G9z8>iuOQs%IJbjz2e&<`jDoeMCPaE46@nug}R zr9gq(f3pl*?~+H0-spS_2{`p3X7SH?Yj`ZUneeWKGf;H#InEIB6>ze8O)UR;iy?|U zQ{~m*fXE0d6p7d55O_S(Wp+;%EzMnDC&=YQveUB}=9y~9!}weSjWj*tYq~=C#o#h3 z;7!~evZqC_8^w3HKdC?ygU}i)6;D8~{QL5aUK2Q~CS@fu>IouK!(%sp1w(M56o0_~ z9>{lF@hyu~gIo@;cgL~$t<)?{;}|5VUb z3$2~=iBU4UjGljRG(LNm8-1%DQa-UO2S-aid&2CMfWNjCHet3QY#;acjEGYQG;u}L zw6_Cb--XT1F!OA%UUOP@nHa&z)u%4%w)%jg^W5aCQF8dL_zv&FvtCt;90WTSy)c(Un0yek~%xmkcpg%%=@?Jl^XLD428f-f)>LY6+d<&ELpwppccybvGCzKph5rB=l6eiKL6i7z9x!Qa$PIjdisRNo%y~z z-6Oo`T+19KW5Ml5XbjUj|1`ky7v*Mt;rE$jN9}zitV_ha&5q<@%Connf8h8UFy04q%>1-*vZrcgVDqR z5;*}dGk$>T`s7VOfw$r+u&DsK_qG;XZOKo=wY0K3T@} zS(uBN1(?GIf>u|J_kO^3i(pO`n-3vw?#6I%h-3Hk$}`|w$3S1B%rBlY_~eY z8cI^h7RqzD{6Bnd6&v$P>+68R_hVRYKaoW$?Rq*iVKRux0kPE!v7>m0GD1=8eDRyQ|Ei!Puaq7~D7CL=MC>^6ggUr+3tJW&XLT}NaO(xX~V1UoPtoM!q%v;o!p{`H| zuf0F@`m+zpP-&<8QzF zs9+9FVGSJb_5&Z&$F12Wufb}0>N4khx4`b(c3d=s$W9H5!nGo+Y6{*;27SBYawD@brLwcsn(!tf6|;{8k30cTeBWR#gFysq%FX zzv@E~wZ0MeRvjR*5@W}H)*ljh-ai>@kOyx3Oto!Ek%S9ulpXm6%0R;ZxFzQVIc&+` zociRni7_JyuT|YKg-C#X`we{v;I>yesX2HRzP8MoUOQe2)>aJz3k$^IFr)Fo${;D& zUx~ncn6QS2{__Vas-9quy+$>IX%FN)oxD|u_A#NGD+OlC4(O-cW|po1LK7i@BWiD? z5M$4edmocH&?T!=(vMnH&{thX$_+kRbT>_9+EGgrr7{Vx;%U<%Af5dESF#+GYJYOj z_eT*lU;6*p`wp-yc5Q8%ARTE+5s;4bUgXOfIsyuaf)u5R2%=Oeic$pxQIw{LQWZog zB1)Am3W6e41Qeu7lisBK+^uf+-TdeAp8u44?){ICd@D0aCM)loOfoYoE7bFNZHGWr zMw~R7MGHxMRbD6A?+NzZx;jBqk!aVWiG~a00M1`3!miaDAaC20rs9*7z*ic|(J4KI zGnD$66|!y$?(NkN!o}SY6PfI%TN-vCcF2L6qUH{A$v)dh6CeqSoveB^$4SvCZPG)S zf&~Q0#MH8=+M^)6z4kT^qv)XK-9x_K9k^#1h4G0S^TClgipb10#J{tbe0@<9UJ*o?i&uhiR&u-Fa}4_TS^}fAjO=-#VW-LUC$T zhzk8aei-lZXs4(%`~8@I{QQhk-_P&;e)@RlQ?h>gGsxMJCbu|7^?UkEk}F?HwjcTZ zxU&A0P|&*F@5e!jg{Q1e?PkX@oalX2D@Tq^#Z_j;_rRv?! z@zXm&LuX3D{`Yu9@-W(>;itZaY)80c9{#kaZ2pX&oV7IhyS_i>2|pyKs#J|vz%cr- zYnJt0F)zA5w>!4^jx^K+mkM@C@}phar;ZK=7(k8H4PCNF8~%qRY0vGQ({kFlzVWYARxdNF0>m-nB;(EQ9+{jW5-KGwMA^NSS1W<4Pk=N+TRU!R-pR z&-QxHC-qw!`_r6uRGC-9vW87kWS%l%bfh;pRZekZ*)Kk%%-|@oA)C=NM>B-6vjsJ3 z!i-C>PF`GCjmcu`Y<=B$k*n}2RE_(NO)p6GO}|i^tOUlhT%;M|Hz9B=v~sZZXS?}< zPpXkr(`VvvsAWqS(&3pyZM*H>WT#&T*ZiU;x$Su1P0ey;XUjD>B5T;xF#Hy=#7gX^ zQLlp{ZF5o5FmUyM`}O(O(D9P!deGrS!T1DI zr5=B7*>Wd)aKL5YGTaMBbE_a5*8DnNr2dB>_+lB)DC*tceV{7Dscjex%|` zj_K5v;5brw?pm#=0QV=Fr(_fs$Vf2INnv>(5aHYK?8o_`ur)pVFncP{nlOnak{rNk zI1d_ZIjRgQE?r*&3HGCOg1Xiu(tdPp!$^;LM+eU3_=+g|B{hs%Y?!LcmgPzYxWwFEcp3il1R$;gD2VyGQ5u|MW z(%Q_37u|}z;v42K4JH&Juf8nup(7qKP-<%ct&SmFbOBE2jDts()@>eWAtMM8&{ai( zC7&Csg@@5j?JT41sg<~Hr3>8cTUFsw>bA~4U2~M@E8$1VqYF~0T=Kcu{^)T_7+tp_ zIpily70{9P;#~FE49zfQ5NYyw5^uJ-eeJ_8>@j|=hGkGUhjg1VZTS7SCZbm0#+Woq zo$8-bV451Lj8}q$u_r?}BP_ZW;rhzjh%&P*c5y+O^QFuxU_(z;*j(yMsZy>g(%J|i z*0y1`%kQPZPbojxgIoX&)?8U6A3gxKAGsxL>75WY-piQnR(z1~rG?_6sTR7Tpm60) z^DtU3!lzMeuEK?yy$r0ltpXX-`Ihlpjv`eOUBmID{ov}gt)ytu4=EqkG7K0ZgP40( z)#guna32p}T9VgRhLdM=tjDYOp`vlUlqKCBWPEuGNkCE~E>V@!V02Oq8)$g2l?%s= zdGk+ebn5Y734Zl%1jaO&@gb7#hg(E2hqHqo_1w!4kic}Oj8+bFPEEpls)UC{mJwd7 z3hYIU`c2dKJMj>w>p?zWZbjfQ%v@FqP(cFcKNToWTEgXAQ{1`Uhlqrm*u!s83ign% z+eUU+qsk)N3XSPebe;b6Lj$=+T&bac*lfBI_{S?QQY0QlmPv+M>{43rRcG#aynYZO zVj4TtC%6szrRNG}24`{V&xVei4#MCaf%*N`WId#%4a&I5^c5dv;+y`U5uZ$Qf92C~06vOIAo2Ih~sIcMoCbE8BSuEuR z^Q(|%8mwC6-q@!Tqo|@IMpjvw4~3;vr`xqk!)QC%=lietQAzmD4*5$4aGrEm&0?Vw z@~udEm=wedcRVh4?_yR%_gE$n-P|zJJ7YydQBs9F;cR(i>xMt`t{j_7Ck|U6m5FnO z*9i20W5$xqS}y>Ns8aIRrILeCxPs3C|6bhsN&IQqRAsQ9TqY(D+P~@k*OD~G|B^)= zv)QgbGB(eIwe@^#5eVbPR$rTr+xSspg?klro!<&$=Y_hq9pASEgx3;QGc9E?i(XlI zx8_y&SHHjit@rc)?e+UH4*gsHeGmxQqEc7S+*qokqF&J4CxFOq&q*> z2_VPvZM5`~2JmJ$xaOm*Gom*p=@?AmgqF~iPJUk{w3K!P7iahd$%N zn{VvzjUU@;9?x_d#pYqTj?w#px=LJd)!HA0X3!-bC)^4e$k~+YZ|&*)WTT-HY{yxUlnv>E*<8 zWLUA57mYlnC>GVMPPjC*zOj#3>2yMwEXI~9pkOCNfN`jYUK~gmL~SV->vnSTA>jp{ z*SKP7C=Nf?uH(dyo+mcY(V`Awj%EUw2dr3cO{J+#v1F0;;;1L zm?gIn=Ef>Ri-TP4L)Xpsv+GMYhy&TwF?ud5l4o?xnAUq)?uA5dZ0|CqIbR(mHXjq2 zrTtnMW5{DZDz3i-4KqhbqHSfd;-uJ92c}n{iIa@RKzRY_-dU>+!Q)1}J+q;g9i@S3 zMl{RgFhBa@>-xTc>>y0v`=GgNz!}|(%F+%yzylvbOv`<)DkHudZ`k^WhER0KyNQDMC!>F zt#isyB-Qh=z+^w#X0vCafVBrnQ`0)!mERcO?$SNVSysc?dn8STm6>s!)5!n*YHp{CnSa3pcd_k6wEkSi)FL@TbEcV{GxTBSY05k08 zld+WszK}DjG57h9d%D@i_-O!VALZuAr8%L>q`Cc5#yn6N zSTf6fP!$bu-xri`9zrkqn=@p_LZz#^sIrxu5$uZ)*7O@%F#_dGT+Z zPyBsGnSWp9FCh?3jfekRT$Eds)yDrbK~YwhshlibUEQsYn`@~Vn4fWqIzc4h7p0AN zK8pVY$^H{t_n#mQIYGAn1o;W7jr084c-jOTe|Xy4H~w~9Cf3xnvNAM`y1c{IR#Vgb zq=UJHla#diNjGzG^B++RKcfE9d9nYTp43oT{YPFFXXlN}su*ruPDR4dd?Tg9AFjOf z_gE+C-{QspbNruj{}wCpyIy~amH2gDvETC&>Z_NtP|L>6bt7Q% zJwT#rXXWVXczWZMt*!b7N*jUysMvo5h)li-qi?5eZND9FadZ3a1fiyp(MBRwOE=4? z-)OKG+@S5mR(qihappJl|APTMZF+m*jWZh9-fx6!V0PaE+IaR78xi)>8$a537o+TD zHv+*?2R7)#-={;gaRN3@TvE2+{7Wt6-{=2T5I9phyrNz(g4S|dL4>{&_t)xG)_1L} z#L574NcvsE)lMP4Cj=yZbr#TBbW^umHFDFt$?lqh_1$**@M32o-=h{2l*j`Q7R~w* z_2SUrrIC(J<+B;au{GXm0>&~ctJz)met$Rmm-N&rFJh=ne+-udVus5%_KyEc>HbmY zuSKmS`agAnHY8s6;?vys`cHn>USh+wh&}EVQCl=hfZMeS6HOm&>~yB zrbK5Jj?z@t%Dwr~hUZ8s& z^H0b3&v^XmSfR~o%SZ2{kcd3+;+39l!s}Q0Z6;al@!xzwaiR2q9917T;lX^|IVN_H z2yP8`skrZBLFwD?hfVFL<1hH}rc2?Le7Kh17q=(E_pi?XXS_7#Nz$chEaAu~y|ceW z(=YL5p&eZFbvgzwBAOWcZdQCx|D#|0kUvXl*;rm~)yV|=@j??<=eUvh&TyR@q)jK9Un2jD5ht)$pXP|8_qF1h@+;41zMGcLPXVg-MPCV z5ZBhBpge9C0~OO8cGtRd&{VIO=@elSJSpmv3=3*T{=^0>ekud#*nO-0NoPuM)E*NfPlLRtImkwQbiCf*&9)4>6Ukk16&UU58l>CJiE&^fN(nI!S<5}km!<7wXKjUNM;W4%Z%?qH`6$~%Xn2` zk}jaAo!JuAwDkqhRUlm-J4YjXbs3XRR8zn}1#T*!8#Q z;iG+?qX%W6#&g1->j?iQJ|5B2gb?q|01a$dSwGh1m-nAD_Qw(%l_Ei6^{&iOVcB1% z{}n4H^B>+Wwwb~0FRxd~)T^FayS87Z$K&lcjTAiw-dFT% zOiwr?E4g&L#0{HK9T{%68~BE(Pxuwt2hjuYB~dU!JmL&G$|88wsOUJf-@}!!i^g@f0x{zi+9IINMb>4|>(*H5v;j8W4&&ssx zhLU&mg#FF<{u#f&_c3X$?}P4eM>u)QbDqKU&8GVNxx9UTJTJM(T|wxu%-a?hUu2vZ zFT2~-5k`$K^M0K=hRCzu2lfUXhbANMSze0%4`A-@Z!X=9AdbX|0TGgU=b3__sy^G7lJX9=Q75_!Z2~)XHm0~ z0QpNbIGI+C!P<4lZi}dS2jR z+Py;=Ix>7+eaAp8wYH1Qr}CHeDX*^aCbe^d7*+)e$x`Q zkD|S;F<6dy17xKJ@}Ex+cIeybZ0xt(jswY`EYTO9q_d3(0dJ`Wf z^mV6pT&{*9rZH+#>$rdU`Biz-PL8hHqVN6v$8-4)`Lh)WG4HsT96$=( zjm@)Uhv^Zoy}&MA?llx!>_>9>%@U4;XuC>eBsqwWw$MMS;``DlF23UB?f%JLCM}z*FRaDbw<(`~SLs zoEx9lN)sUk*2w@nfwx?!I+7$Czgq(mA+bYe&3hBx_JKLZOSO_f>KXLqau?bZ|CcrW z|070ge&^h_^(i!2QCK{Q>;Gl{7+2q;7;lz_d<{o#2~k<%YzygR2;#&ck#=9LBC9qs zVG8NtEEa;}yJUKvvzctdduyTR+G;8twAAESM{oGJ{Qm>xe_kye<+rSx@^6Kx?(l&U zMNY(M=c?YBAOUpJkEz|VY&PMYsd9w%AR9g0%Z$&vJpH%NZ~u8U{hv`%he6j1)`_j~ zVjun@qXX9_{Qq1F!=7u;TPn9hipz~{I~h4Qr9UA?$jfo45tusPi*I?D^DjT2`g8sM z)sB-z$jka)bAhp9K~&Sl!<+E_SJU@@n?5|}TSZ=p6GAQ1>x(BMsWNKt<`)^aDf14WpxtaX?_@9r!(EDrR*v6-<;e+h>X07sQ zu7e|^o|6+IP?|Af-HzsEDQy}XSb);6Oh`yv60x7t?ZM&|A-()u?-z=Ln{I8{HyjG)~1Z`+;md<-pHns{bsculgOl;qu@zEaZo{Mzj%r zp9*nc-^%|Xe`=HFHo(|)PaMQvK3)-!mPd>=4>jcl*ukb;Rn07b4PB4ZJLA2w14Owz zB~IkZAO&f0^X>hT;H@?)NX4R#jM9x7y87NBT>E{p6Q}cV#iher+50R(tvN64L4!An z6~u@meC!~pk{aE(lz>FVeb4jR-9=i0yUL61nc>3yvTliNJq8>m6Q=#~&dBF_^O4el z9`vH`*=_T8Z*gmJ>U$SVHq7ZSo%f}?sgJpl zPUy_xDvBPX_lo7wkJakX+_`5ykM5-4a;;cra*Q27E2D|xi=8{O{H_B3f

eo&Wf@s`!$z8V?_~vv^A|uy%>oTFjksxA^%=qZupkbvRuhFkM6z+S4cb>8uX04 zulAqMijp5(lwBkmic-7hbH@V4zxQW`@A#MH3jS{Hub<2Xa*?f6lup;vwX7%)H}RYi zdEJB-rVrmM-+pRM`~SOHQ8rqzc8NPlpu){~@03U!uoq74Ev#lS=%fLC_tZhWKg^2q zcGqdXjU{JM@UE;}TE0KeiXx?0;kyAKUrPc@Cq@|aF zzw2wIlt0RfvU2CYC-i4oQA*}N9M^qggos!OAJl8vufhMH#)_gnZ>23nZ~}=vlUEt_ zT6T_s2j5#`S^j7o*NpA`A?~VZb6w5jr7Hb3`2W*bQ3ju<(|5l*j@mbT48{-c|Bh$* zcYj&_fR9J9%c{+&OBPucZGFueq`C(Ge;O;w*l3*5WeIkWyh3x3>Lv|J+VlH4$l&@mFOh^D5=boL<;#JFR%Uu=MW{FE>oX~ z)}2FL%#R)m*`=Z9YT|5p72QZxw1xKGf(L4vRj<~m?L=;0Sw1ywmO-*%G8@LFN6}f6 zt1@LqTF6-8?uR+D%jjjR5DBT>Tde$b>GW-#^9+FZ~W|Dc%n0Y8eDP_zQ%9Ii+WXx2Gj3qKpf8Sef_jP@r zpKt$rpXa&Hee`xr0x3N0km?JrFiK$_PI6TO%rpu|#vcno{=u|M6S=HVd|Kmu zVACv`&^KlYnv6m6ISF#J?CmJ(P76Ut<0VAg{g9k*wjFI+%J2`2!ys1Tu80AZVPw=` z)tgwLg1SYXbY$c_Kq|~VC)~Y1VYaeS-H@sxgrU-=&-M3Q5yj~1FtR{gc&oca%;~Vc zixNmQAF4=n4K3Ph(pvh4VN?~|1+=PWA(5j@ZLFOg+hIqs9R4*4GUbCWD3@4*uk(?p zc4k|^h#oiYG*^S!BRSVvY@)$i@FM%|07K9iDy2_5?*mUOci3*rKL&Q0y-v+bCtwus zQiSY^i?ZcZ#+YT&0`mXx_Pt|fJj%ysWTE%yK~cMd+Q_wRkxK#@4srKel*Q>I;){O- z6=cp*q`VwMb|fKpA6(Hup<`{z@h%S$ZA>wqe(+aJ*~=^f3L`QI9C_hiP3VpEiJV%m zDi8uEZp1Y!+4WtNvPWk+(r<(yr;}1=Uo%Bxe2%K8&kRn3&>Z*k07EwHK?{pz37fl6 zp4@hso!$;8?(a5Zq;>(_2DTP|X#+@@^58pyZUNt;LFP$;i@+B)LAzft0*EcX#3_)e zL6Zj^|A%E=p!Cv8h?$UrEjwIyg-mY(i$%V#)3=h*G06v??p*Fi+`MWwu}!Xs&Z&}5 zwtNJM8Ol3Fr75Bm5B<3bk~#D-PGHwz17jq1Z%*k-OBI^bvuz{B!9}cwMG`~`)DS{% zBeQwiHFWcE{+>;A6wun*YxKx^eHVpP^B}cfd(?`hKIyNhmWW}Ydo#GJY!amNaD95B zSg?!)hJ1IH@56!5A2XA#Il^Zb3>8_WBgpr9&a^$$f~o19+Taic4};pU-Omgm&*|>7 z!K$0!r+ww{6;}iB^UQ4R5Y+;#XP%~REWq3i>KsxQ0uY~PD^GZT7dczE3Jaz6qr9G8 ziwpYhC`iT6CBS$JMeX%)d9I?33^a2H+E$zprE%LK0&NpCgwK&w_o*JKDxV1uk|sg+ znNbYSSFQusI?rk&-W`I>f^{!*Gf)AYT60d<@%3F4MSh`D?kg$iH2wtEB{>7bK>J#= zFL45#`X~teUoc{0UtpG&rB+-N4V%_oo36s3)n$WYPWC{aswAlxpboGggeh(Dg#ad6 zM(KU0pkdt5&67A9B!}_o$V)UKpP=x9;K!qIUqdf(FCGt6cJC)Os-=W|ERhmUQu#=C zz|A~lWEz#YE$28OFnc+=IXp(c>ZC&fG@y zNNr4RDuERF_AQ@NVwo?HAg!fR9ekM|+eN5itO$;J3 zZ4ce1EYX|9ou^&A7=ez`<=u)wx;&1U>pFqdf!t!FmvWF@z|ed2s4H~V z-j|K4T279Hq2z@*?OnwE?e!>EMIm;&i3~^>qlCgq($UWSn(?S0vfW(+A09S(3bVWZ0*^ zTvlc&d4PALsB7uC7wmp7GUCqAp@Y^Z-G>g70`7B`lyEhB)LXevhr_4^QOaI^d60?wz}3HpAp0$e^u_Dy%HjvRwc>d>PA z9*daWgy>EdJL}Pt+>o7=N$$>>gf3ff9Ju@1iui*foWS1){Cmp&!`a zMPia&{2NNRJAhWle5U#i9@g2c$a}BvL*OaLPQ|zefCi(MxGtv?bXIS-(LSI9#b!?G z_bn|!e{N^K>t-x`J)U|d{G1&;J3Xc*KO+9qE{fB%&COAfZnQ`LwP&4&B$6iDLm!hp zjA(_9ctq?_Lje+}9VSGcpo2z{4M$g8l=3%e_xeM*Kt=-99TNH<7v^0zSuGtLZ~|eHlDnsT9wSj}zBeZ%7cq|_810iyxIig-)RCJq867g5 z2s{(Q2=Sg~XQ%G3@1hithzMO7vqdy2eB<^??ijxjL-wTm^`L$vUH4?>6r72)yF!y) z0Fl1MBZXc5aC0;&C|=MWk}GcSc>hWZM*8>VaP2mQV+98+(y9(Za&T+Hwi*kN(a~rf z;%awwIPh$;h|zBF5%>~)1RIDT~#h2{_21w;qX599Qf=verdmNc{L!j`S(Q_wp9a ziCo`BDKm2Kn>rH&KYW5ix)Xc>Z|l8hDgB-cOPMX9!6ie@pS07d400{-+sb$9#&M5QqE=p(ZHoFSXj3bGdO?*XJf80f}des@{yxkU3+5>Gd2j!rg8PBG!S`uDY zcZB-9bk6%$+nJ z2QcBYu}-f}kD<%TZniw+=TYmF*#q9_Hne|SmS;Xf_*?#}ncwnXjlaqN_b$pInQNPF zSOtQ-Y3SQt>HjJhC0vDS(=RO(u>A*+qNHbSvB9JKX2ATH7dLp64IbrZc7Y8ZWrIig znep;xFT25`bnJV;W{aMFseSw0Z2fyh;q3aL6}Hb9IRz>{)jDIj=B&649_7y-p?~iB z_V3U5AW>Njomc)%o5SNu@mRB)VF$raynb^|B{Voe0e=Pz0kW$-&1P zJj(Ce=kNY_gGbrmQ8sv#4IX8KNBO%S={NG*Xo2-xV1q|lzl}DQ`1`cLZ_f(OyI#r_{S%Cuuth&UcUig#=NGT_5AB^nNAcyabe=X4U~VFf$Qnm zYW}Mi#jnO6`S+yP%xq$lL0zh?4yiW(`8diOkutt`uLp>eOo)!&W_=tbWgF(^9H$`))Y0W` zQ=ur)^{4f+=>>KiKk^V!(N=9QCEf9Te_g#OdNuy&f79{eSglzHL?=Vw^O4tQ4UXd3 zbN_{J|8DN~rHU=JsMk{8ICN(idc4^BUX=R@5>QP% z`#A0UY56}kw{D49+o|1w%>*U8y&|UgT8r7Tqq%2KiVaHRb;FWldNDqyH_P4?L&)LH zP%8{LV_qs}-1%sK8cl3}&NO+p6;r|5?j>dHhK$KdNI$dXvX;lk;wIl(lmDNMqeSWRd2OLLKy#jNw|MJSVD=Jg zpzQme$ZDHt+4lFJF(VIK^Clhn5cSe#Q_e(fjO%8a=6c#7v@1f~{>Jf5KaHb|Ce@CX zRNq9&aOlo1r9Y0Nm^wZ-4Mr=7(22N+R-x~=tNhX2>y{iWyJV@~SfXOVI4;qTZJ0>1 zI;|iBPb67z>rJQM*cu!qP=RvjgqsTrcp?8@HE|mA>iYBi$W5Lode0?!9Odrs{l9wL zUyVPiL1t-fKS&vjL{k^`hi?1t!%=3ZSgWnmtWcxvhpSRWZr|JMNBjINjxw_7q<>1W z7%lJpT)SP#d(HmxW6gg~>5t+lOeq;*qsbcRTH}?iG~s8~=he0 z%8$1AZzyfxDE|$;{Eu_|?KC*?cN}G74*Vat*Wd9K(GsQUn3yz-p0rpd=Xx=>aq>j%Y&&xR-o}sUzqcZ z3)+8G8J7EX*`j)!Av^M5e6S+Gms_K+GIaKWy<5cX`khqJrRj3*;=&9Pxfr2LF%pSp zZbb=qado0c_{Umb#8@M7q0o%txi)lORa=0MOAPsF)LGYBeME;p*N>^4J&CMsPr2t< z=ODKcLj{SR5e$Ff(H#FMe6Wjn8)#AOfH)0=748Ntpm*DH`dB}&PotEz9#Epq^FvE7 zcIuA}hhXNn#nPsJod@2KzFQtFoLHKG%h_$CagdlwtbF$DS$I)>m~3*JB?J>JN>2x$ z1Y-5ahqLnhq2#dYwFNR&pg0ljn-=Q|=RQp-_qKJ?N5sn8ylATwZAu zUuID&`8AJIb1^8|ebHp9yd4=Ymqk4tyM#z?YM2-weuHYsVtXYEFi2XH&9?6DFmiL; zp>nue1#Qo6dPYH?i|R9IN#;jBVdiF)DqOgUfY~}{?oG2R5;||}Y4HRX?6=JgUiM#~ zMlqkRDV)7}4Nc#&zx|{v40AV8UH2T$9CWZWN{uYAW0{N!ET8U628Oo^WZ~VGFv(Zx zWPijK2HTHm2Eq&U3<(?Z@EZr79DqHz$DR z#5U%KWdh*T)%GfZWD$v+**x;3FCKkhO3e=&>p>KWb>=%=S7?;RFMR}5?~pb5*|G@E zBZw!*xnq8Q47r*(6E|mRpqx#Vt%>g*qOUBsc|X;D#ZU`Rdrjq$L7z#T0*R3~%8WZ1 zrW#8KHmL)KNrvmwD6eLxLhil^K_ot>UDF{NQ*3rbN|Sm93P=lE!rj=g-Lu6)B~R|c zrxQ&^ibw5$`h@-1mE$gO++iXAyoCV}zZP>E(7Xk^g3pqUsa}Lhp}{&EjR>#>k?AMg zYQX;3{)0KE9%wAw`NE4M4Q6SK{yhY^FzcfguacUKMug-)SOoSXpTk?2Oj}%$O@?>O z$>kBW+i#Q4(=x>sxSzdfMr019pZ5?=voJsXvcXTC%A{5kLIG*Ub$qtt^4yS)%#Exa0DDk!)&c*v(4PO0?t) z2`S-UrH-5e<1?9h4T90Y)qN-7LAxgGR1bC6r#%Kv=C8t^vG73a7DJ*7^OR6#B)QP6 zlaHnxsatLd&7h7i9@MpkVW>fr%If&&9J*9?C76GQ0UD7f94af>47V!Fd}b6ZQNSLL zsJrhPQCjPXl&y`Vh(X+ufZK-!m~T)j0W&H9k>)Q<+3V9NL#0n@lc%y# zw4|t5f@(3wT z(*k0Lsy96Q+#xZLCW9?s0n&|Ktjd)F;6a45ym~I!HZe z+=bYo@{R52UCAo6mBw8|V{{8_JJsj4LoXRQWIS9tk&FvHg0iLzxM$F3v++$J`4qeABwv()U9IG`VO?;@IyMGii8Vyx*@pprw?95KH> zjiPKFRBY2+j0Rrw5nOsyg-LjPX|H1GC@8%5W9)6A#vV*fh*CeD3l?c?rJ5hzA%9e) zw>!@XI4|#|y|Xf|vum10qqe!gHhl7;z3+}ep3>QKMW;Q0KS<8Cr%M{RX1?MGOz^>t zrNA(oFmkB>91tP9X)nlD7R}!I+^}*A_t?I9N(yMyWg0Fq$V5>!k67iRh+$@+_ps)I zCCZeamynKQ1Vm>cUMb^^_KH(ghB)+~-NYV)w@2wwdLC_6O(8c}iGHxVZk34ch(CRp zs<8u_+zWOc+P^-Hvgq@eK{%usm5VTwg&(cL5VBL~iz*Dl`GU-W&>0Hs>j2G5^jdkK z{vaQ3;kYLVnh#!3eB=bA9m>=_np$vXVEK%?r4!KSotw6LBL~`FB8^_Cy29spTI!M) zYiSh!+WUryOuT?fPmg+a)+05=x%b6!-Vcz2;F)RiOR?1oU;r_Wz4M-FK!PkG_f9k-;;!PlMZrGaO{8( zo?(Wab>HXUS4ouB_?r)MGUAMOcwaJ+@}W$*l&(SyvEFrqXQF-ZsKxe4tt%O}!0+%_ z)uTKppY69-(eZ+3+X*LSXPp42ghy-qf;I@(N|Wy%wFTq%n~C^dNTS7XAp{= z4j|J{z+0Wl9??uFtA69yD}Yhom)_>Ur2;32Nhb{d_=(_ zlp7){R1BjxC!wlCe2$*7G(cya@ilU4eH!K6p>AuPrFeAsOQ=zgLn`KV{TsESL+`+M zv?b-GGZ{7|?L~S;Sw8T-`kEst>H{Y=E=0RMaDu+OT*>O4+7NSbNa1X(6?|!0fiJkR za3HZYFmIm|@O57@5PZFsMv)aX?94qz0-r|dp0MC$uc1)}o1Rn-M2{dH_Ii$1HzhRT z&TnmVZVm}FldD8|n;@>2heiU#>d@2$>4VA#3DH1+oS*DzZU_lcny2JXLjAN?qh_0E zV2rv_DE{L5G)j#ou_+u?2lUKCB~cE3dpLi^Fxtk*dB1a)8p@U#(?2El1Z|3DTYkAhqZ~J3o~OUh z1$#gBrnDYSLZP9#?sC0!AWr+iYuIpo8ifQT3YybhQ9QqyEPj0eriqcXn*TyGP;j2Z zr%6}>js=n?laON2eHYJixg!WHLiS(FS{eV>FBpmj73e}=ygQeY%sJTOd8b}ug+}4_ zZzhRgu!5BArmcjVMb^+L(cCxHN!>5UUekfueYCG9af5@a^N+jJ3gMowd3)Q$^6qp0V+n3K^C>Rqhk8H_M1 zT(ybh>H0LvR$p%KFAKKl2)3_DNzENovR8m6&L3$Mf?vio1;} zSHaU4NR3ILq1$DB8s)0P!DOEaPB6XF6W^+lhh9DtJpBl|h;B!DP$n}vqJCD?MfarnkQeYhX* zbXSm10;2Ik`)S|mK!HW*ZJ_db7$j9{}%TJGy56$n*-pWBUHOQTQ*Qg=`q8$xol zur$x|pHHLE2?y#mgybQ?N3ZLz+?mAi`F#yrI7W)62C2w{-v4_%)|QJ;>_@(t2~nNMCZy714Z zQA%PsTH~v>l8RM1_BxMscMj*kwp&3o-gj%me~|JsL&w z(F1eGt++78L>kZa;m@a07F6s`7|WV~nMKQaq`5((P!dM5OP=S1%xB%n6XM(8qsg$f zZW;isbb65&BD`cpSFGO3GrS{VIHjDR|fS^;^NWkNm6g#~%Q{odYNP zt%$N=g#T!yjS>#dhKaIaqWsK$uwkNXm?%FpUjFQ5H%ycb6Q%3gMRYFKZi-s#)w(Cc z$-C~X<{-X|c+~|Pnl8DlyZoO$UjOL&{-}v!|8yy>;)De%c`o~Tmf~;yNtMNzc*>$U1iT3S8>O@Bbs&5@wGZFN&D$2FV=Zl1W6-e;8+rkM|uQl!U zW6S@X(wWQd)|ZSER&M_2)Nwv&HUHJC;aB62ZC_a4)^Ne}7!rwyeNKy%*W`~AAr`M( z6^ZD_v2R<7_M@_vEBow%UL)n;q=Cx80`z2uC=Tzd7ijOtS=Toip-9%KLnh(&inZYBM_N=d>BufsP5^vH&x8pQl z&C31ft0<@WgfO`hrN8t{>N1mCt>~6 zzLo)mT%fvq{STdKD#vMbOw4&jSsNYELaW z41M398R1*TtMNzvg$|VEC6Y;KVOeqpZ|L8zqL8RB-xVoSKwYtq&yTxgV!S2ws>|Cv z5VQ7@oe0e+W~%{vyU+z;bekAwREp#*rsG1(Yj(W=6sX4VW?UENr&ScY!mWmucWxq^ z=LcsZ1^;>~3gaHn=YeJ3sI;0d;XU2>x++TcbGE^3Hg6Q3O8mOu+`I4nzk1wXjX(N7 zw1r_)`gjmR=6xQ~!hd}gMehQ6iYyyBy0xYM9iG|&jBJ2ng`JcU@}-Tx#4Ff}S*Wa_ zdi)|71*mm3eN`I$p8v|{xnKUR#vl2smwwfg=(R#*RiFFw`v16!@?*{an$qu86za@E zK3mr)RO=q2Ev3rz{rETbyZEDSr2_Vk*?cq*i^yKyWw-x)73K34a+w~Q0Q8t&=A9~W z|M&jKf$tfw#$OxY@1~-p32{Z*n7X22u}}9E&3nJ+zxsQBHU64Dj{Bx3%o(YN5$*l# z>625^tL^pc0{4rWrm*l1>330eP7$wF(SBX<-&B}w#I?A!RU1hlsy7@#)tG^gK^i&2 zPAI0|q=53vuPV+ztlj?n6Nxl=f+)ZIf=20C?3(=NukIv0yFC-_I`26@!ExdHe)MB? zs*G_8>6?lX8)<7mQ_a8r^Zt*Td@H^45wnr}YKLe=GKb1t_OQu;?(p;BH^?c>gXVhb^L)G zCErDO&6Z|u6U&JmlFVY%PYj2^-Hq0#tc{>vHe>#o=|#9(PTN0FAP)`2ogQfszQCQD z`M%Fq88$7%gp@yX2I7Lnp)1D$7MGjI3}5oW(5D1F**;1b-doN#9zBCRV?8qL93oMJ ztPn?X?i+Me;5BWqac?XKBUiN2bJG;K#d=3cMcjYpov17vgLvGT@eutnbf|9B;?J4baTTn-d(a}GLy5Afw%nN!8|*bh;XZc0!uRRqzka=w^~AViD`Zq z))p%6y{~g|R0D+-h%huE8m3!Cv`v!?;cYBE`J)IQ2*%0Ad(dzUYK}&1AKa+`L9IqZ!Nmo%Lv)AGd#VJaeeRy8Tz?PZ)sN3DcCkf8B5d^|)bCKi1a6_=t|KTn z=;$ev&tr(3PgIj8UIUr!^|$4I`w;0ruHGvC>MI88w?JwgM+TCZEGe|&2H>%gD=!2S zLdvMW@KxjWT@(tdr#Hf1had^1!}+_VqcOE494{GHT$HAA0*48AHtZ9nCgYN{yMW=V z>ZKR810|>Oq6}dd7*IXJ>#c79A?7%uQ);)s&NZQxUhyLAq@;Q2r5XWuYJ!@{xYVHN z@y>l!yn0|R*uN->CkDt*qpl3QOjgFH2)jFr>(p*sBn6!UBwo~Tr247G zcJXWIUd@wP`jzWK%{@<183wNJqMW@ND3V1Kjq09B2_JG!#2gM`JP`bT5@IP%GrXx` z!BPqLF13lKL*9X}PPcO$;l2@5Mku2bl(KE_sVC6}X0I#Gijh&^a7<)oPn#j=VywFP zJ8uGKnlsD65Ce$gIC*hYP7Csely9i5xG07VZ|?Lm5P*V%+s1jA8yYube=asa^}UNHMk8(#OoRPI|CBr z#Z{Q+DMb%L@tZ5zR$P?VDrA$r~~76D&qJFUvRTA zidMs%0_85@Gts=!5T4)YEYYk9p5YJrvT=@qv}X^F*ft)BDb}p$BcXx}m%bynSIpU% z(-DY}c?LP;C*bJa2}7d6DT6kf<`H=#BRADf1H|IiJh;1JGx%)P#p_hGM6t13zv%Te zB5H;Lal$TAL@NG9w$g$H+N+%G62rm~`5{|XH+3q=Jf4#(n61_kb;QDxO4-EzM4oEB*7-b^g;~#H?-X?|*2M6V+61xf>$@oFI;qO- z!Nus3?vU}8V^tV6W<^()rlC+5i@DnT~OTOu843E}GQ@gsx}v{hHTS6md{rl8OMX$lTg{*EI|<64(R=GQm*Fd`Ywvz#a^>VA2ZRj zW4hBm9fcSQ0;f?{i9WF2)sm4AK!)|}f3HDZln28FAH7a#dBNzHE?tVRPB2fYa>w?p zHf(#$IyXLS3(OK?P39{uO1}^D^}-2fP>rA8dy#CdixPR3=G|iwHYm{M86H%Af;jmx z`%P_^(PzSk5IYuwsAS@<@D?v3`D7}K?!88cs~rEZqzWm7mLH|rde$BVR$lRYYSn@Y zZu%FwGgF~MF&3?6*SO&+$4LsQElKFI#n+{INg5DW%s9L-vA&CP#8E%l2|ocX6KYin zyQN~r*?p5I#NGkLsD|SKe=;oAxHyTaG#^5v-&HA#_&~P3q*7&;6F6?>ZQQ=%qWGm~ zm{mtxL9h2ce_<{x1Z5~-iw-$K(`GkK@0PVL3Ps5q@db7gi0Ww7k($n0wq|!bfO2}Yg_7%&8Idrxdt6CFmf=2feYDq&Kiam5meMo>1jfYCi7Oc1^2Og*k zzguxpaM{kw7&WZqZ&~P7ePMkU<(WtE$%9gXh_(I`3G0VQjFC=B8XoF^o*KM5--meE zAfjxl`!Npz*ZYmm{lEaIi!flWJm>`M4ceK`qB;=F^FTY!#u83yk5V@gV4)_ioP*NV z4o=XACTyAhc^73L?!fbYrEWw=P1JTQN)oZ_HFJg34kH2@>Ld;xHFQZ5Cr?rI3A%RB zflGeHMTw>A-AtUq1uqkB_-+Q5p;FuSOJ)pskuN7d3O%x+rNpiVsgd zY(`#XjZy~py%v?+909TKZwOnO=7safnpy%BI zGnDHRQdY9!qL@tVV!yfKqS&zEsy$e7Q4Fne;t9D{Tol14%c!`{|Ev)uITGyBBtRC=7`ozsiw5MfhIcqB)Uk zT@*_G`MV-c50OnB(FI!CS&T_e52o`q3pl$)GrGIQpxK@ferZt(xHUGo#BRR6i&AL1 zRCBgMA3e)Yk3HFa5o0-bzWK^%B}|58vMjE+C~|j+pLyL*0G{(FZIcdN0;21thqlY= zgQ@>!v9VJU5W>OaIMJ&EvWjwfB2~NL;5_%OP1z>kdG@XJ9N`~#Q4*c41~tPP(3eP$ znoGS1{oX}+W)OZOZpA^H#a}F`^bSMI`Cc~#Piz5ernEWs6YIMuqm*;pMhEoKIp--+ zKl!s5pKG{!^DkFil+G{;@`<-#wZllF=~yttP|uU%{~uhGbLxz4>V}3unxAdowD{+{ zDE8j6yC2@jL!z}V5n;KL7`*`>vilYkFuALzaG@j+^&dTRm3;pK3cR_AO-k+OT@<&4 zLuKy6xgfD!4;O{O|E*%% zVg;(w;}uP` zl>O6QC{NT9KX+*y-PC!mMw0*YE{gZ%sI8wqX2I#tJ1E1bYr%!g<(dJxEu6ca|M`s2 zU(ZD$-Q0Yw3>Oz3^%tEQ@3?}Zuk0s3e|7+Qo;peYP(bn9w|1KO@XOrYYW&Sap2vk@ zFMBi93PRa92~Q(pORiyDutiPhzmg68)E!4WgVi%Y|N%!M;s&s?6JQu|HvWwgUggeTo+Fj~#k{S?n|*PILyO7ZtrQSw?ZH+EycVC)W5rf-cO7oRs; z3_r!wkG3}*ExK9Iz2@YP|8=KK=gvKAbQ*n9`xkZCD)dGF>;L=yBpJ9AX3=&O z(N8(Q)R#?O_x;qmA$_badT3O3#|%$}*}BXBetZAvkFOkjBwNc0$OxB3LvnfTEdqZw zzbBi*7zRuppk*T*#b6KHzx?rHB4$HH`G2V>KimKR?&ZrGnONr!=%BIy=hDuUqVN0j zKfV}%=mZ}}fa)yfbVxMOPBQ#8`~Mk5g)g)LPf!uv2q~da%wK*yzY?9}7Pmi!GM{Yv zC@Pb(CZFH;Pp^c>=@+47NOS*`jn7`%b(jDB`~PZ>7sK{+Y?IPLah)H-hgA#K?f<`8 z{Wt2f(E|U@7T8cx{++GAvF(3#3;gzE@L#6Ee^F63rosQ!{qS$zUQ6M@)Ur?fD2D}y zQhQ{riK33h>PnNpM_HoIn=#A}{&pq`&BGxg{V{&Te3-E|L|D?j?cB!*@I2T^p7ILaM3_{Nu@RU+m7FTc0?x}DKVcv5E;h1u8HD(Mw96R zS39~CH&r`6{m=ii>GviIL6+rSmdn_MX==4D?`#JU_#eUT9RO+Y@lDcNR{MhpUtrW5cKX7c9I=b9#DikGJ zv8I21zZTK-X1{%G4-p+1OVj1W^-YwhP(GWA&vu9{__~}+s~0A*j7|D&JswO*PTLpz z(Sm2s{R_H#2M~RigQk1t+H0bZP%X&b-I;)-BD~t9mn0EI-E?~l&M2ZRB8^exN&o5m zf7V2q`+9x+7L_?-KJos64EG02IOnEvk7xH#rHOOiRvEJI+h4U%R^yLWyKr;p#6^)n zl;Ob~&Jq!ak+7EVk=CJxy(Y~=GhSkF-)6JpN1H|zaCa)->}%4Re7d>Ymnyc@qFzgV zu>nX63XoQOC%E#o7Y)|x2I%VCP2J~Sf6>t9Z*9$%Y(7Lm#a2robxc|_-> z3|tX?=X~TI+O(Cs4pQ5y$*lji$&Z?RD-oWquM?m%NAl7KgHj&XVp zL5$jmH73fVkM>;Rs@Kqd{kpBrgE**2ImkJo>;Wa{|XG#KR}oD*>otwP_=#{P+wI9PVcQopf8#e#8Mq95BZ zWgVNVOAh#;@omI8+IeeD6s7Z-k-bOUkgW*+lW5Z!Orii`oqmKnqT4sME!DH@dp@hj z{nhxRLRlFT8j7{Sh{;)=?;Y{YHTl=vF*p<<(uCOV5+4dayJBrsy_jm2e1xWG`{LXy z{nqRcKi2%emt6R@xN@>0P#s4`;u9KJ_x%qH^n$iy98g4R(^I{!cbN4|6pedKLPy0y z(8Zkjrn5Qgn<$b7ZWmcKZBaUpL&U(O$C~^HpV-^&$LT6|Y5@+p}-D9(IM z{-jow@jAQSqCs<=QwEsAHTnO(rZUcboHs0T5eQmF+-7uGclqDH|7RbQ2y}Wc$J(LN ze*3HZY!jHaddkO71$+^m5Vmb-;{9qq@O{0j@z>3;wjH!;a*;x3&s%dA;Hj=I|Lf~w zSEq`aKix;}Q_GPf+-Fg){DV50g?p%^Jwl(`{tP;BfA3>cyXVN|)-d6$)b&3--zqP~ zt$O#Ak?T7d0lvM3Yw9OI{G5Jkq!A*Jj~_U)uwnuk-2NE#$OV}=?Y}N~we$P(s}{;? z{53tC5DatjUS=#RDxIseH95X!{eN{6My}JCbum7hNl)L8JXrqoJtZBRHQo!Ax&gVbfM7eFGnZ0yN58>W= zeJ?h0{nH4By6pvm80Rr19NJuRGh2STz5Z(BW5KHP$hd|gGW^nS%h-^!Zay0(%3rMq z|F!k`?KC*?Hxp%J4*Xx+1^@P~88&bbD3f_18>!3vS9-2t-Z}>67~3p>L#36yQ4`M;(TvVJ zMQgP0ndhm2ZEfgNY0QqNhYq8?nhu9|NAx3xi-*~D!WGcA+ry$2SF;gI@Tc9Qe#4l` zkBp2j?&CrCf-gsTf;~#{$4iwon@5T>;a8ilt}mhxICY;CP4+`czW7TcUqUdMGk3OR z&CY}U%?^S?ES%UEgsRq@8gU>$bgw12%M9Xm&-j>>SU`+QN*iYHNq81!|5@4GAGlmG z#}Buk0yfK@A{J9um^4oAZ8$FhjrY0U87K+?b9C~Bd&gPf+O>+f zK0tQGRPA+bqnPh!uG9;-sMkifR&u`)t3QP z&=(M;8=C z%%&IJr6B0~1DmgRHv!#ziBsH;WVAedQ9;S3A9)`Z3Ck{bMZm_dQpGxgMux(4NOmhC zdOUX1%#vAjV^eUEA(t`o8Fp0l8h(PvUdO-KPqPV)gnstUMbuz1uH<4|5P+I*Op(5( zpa2b_hF1mW))!Go$zMsa^G2Z*hI*CMM>jDi=rwO&nx2GBOtS<-vn<#xTNJ4CKHP`8 zyKEIM3XV_|e)x4l(}q`)JGQyHMMDk`>0?F*BhVRlc9+P#37>gzMp7$=QHn5I4mi+^9Zpo+A)ZlAXipm9O>D5WPN?&LW~9pGG1_THF`z|x0vE_ z)1QQ(@yG(@cor&P8qTd_+x>k`rf?d5Inb`g-yC(*FVnR}Z%sj29{JL;3>larUy1R( z^%GF@=762Y6eIRHvx;5LzASjB){}a+!WsBvvHBm1?cq!@Gj(2uI<)6Ax9$n|1MJ~j z?Nu1u1eGbzB{`V>eOU`tbyD4U?DHKW*tk7#ixWqlA*>bx;zx; zo?1>oJcDi&Q)nKhyN-0LrM6ygpF>a z4kz{@<|CCtZr0{6ka{^CuOXBUd;gXje#yBU*!ESi;dPoT`1zl@l;Gn3&oV^jdB{|TOqC%+GKG{eA!W!EDMN(JBpH&Sl6feRNJ=DA zhWyzu&p%-lJEZwZGPPKkM^6Yk&9puD#cL6HA(FywvwZRa^!qWZDc+ zd#rS?9*++aiWN;6qfpoIW_ndSSY0K)P-Qi4-}$% zMA3uynJ=ItVmu{{MV^RUwupGUpdsQ;$`&a(<%tesE!hQ3N{-Y_r+JX0 zu4(XeT?$mv{u3zrh zX9f?WLl4`Z8#R$iahpvpv3nGv?EXH_Uc!s0=iC+P)196u^f0@ij)4(M&^fj8k=qR^ z1XU!9&&i;;ov!wUU%Zi+rqtaAl2syF>VVKw6FPKzan4;rWC7?I*k21BXF-v23z9@P zYeDaW#z`?EY$O)^RT6799z<3&$I14rfS;>Fw+6ihc-)Pi@(LqGm)>1ozFh7Oa*Su_ zRk^yL_F8_D>m5oU8@d-hevb=H2>2C$Ax;5eYeAzIgw*H`?t4O&rOk;bIE4GmDTtH7 z;>s@8xN{j8isv=vlzxL~&)dHI_9{}TJu7o3oUaxkvf0MV*A@bh`zh`P{y0xG<$HYK zaJUg#*+V5&*6EBqLS5={jir#Bouk(tW>1uzQpIFnj1c`(Q92?S21G2;*08Mi70Q$m z-3J9yWR);{LLlcJ*!V|!rwo1sZeilmu!&%Zp1xqft1$t`_3bTNkT#UO9Z5R+c?oRV zBhMtHS%HHnONQlvC-4*%UM;61f~4R(4J|BO$b8X!C+o@$a0tWS6Mc&s)pXqpz9PLj z5k)~^N1D0sW#GASd}<^u1~dOk>cOYhC}gM?#;J3c$J~G{=aU2=>O9ZiD#HO{ouCdrJ}a(OPG?_;CG$H9cThO=9K90 zSCsMY^N6E)IqJCdn0wU!GLkG!vZM|7M6Lvdafg?T(fFnL-X_hH$S``xe5`^5I%&pP zzvZiy5_gC#GNFEbLMokizNywxV*NRC;WxbR0X$uygCD2#*~idy&foUMZw z3hcW+xtl^b&Z%r}l}<2iJJ7d0CJ9##IK5N5_8P7RhG=F}sDXN!NXn4g11R}=)O2X}8qgNywT*i&{&$W9B7DtIJ1z`c^37VXL&^6mmzdbn!`A z%SOmD=6?Ob9abor@5r(3+51s5+r^SdT1Uj~HqtBSD}<`sXWFNa5uoMeB<(SVS&-q& zR3|Wh3kEMstJSB%Ak=|ysZX{TPVg0yQYq?yPf6mV&V$e3!-;T?#XKQUI=XaoX1WJ> z%v<&!H#h_@nQ9&RNGssL_I!FXkwuJVo9p%D-5jW_E(br`?gq%ae#$Pkr$Z6%cd9g~ ztd0MWQqP+HZ}vz1ioKKsFG6e~fxJq_Ch82Pj^q4%QA)!q*>X$AZKp{zN~&l-MUsmS zDIjugy7TB$9a%!3ksZ3UUr*TmvN{rJYbkYmWrpVZj%(Xe@*|OtkLw#mPoj!XS7u~z z1d+or+t(cX2~qy%oV;_l#^IX%*7Pg9Z4lOB#3NJV4iSTh>>-q zldaUlHSwG9#+M)X=WE(=%sW6n!Kdq#jWn2YEc9yNlmSDr+Ig4jUoeI;E;2l3%*ZfI zl8?;kIy@eFbBuTIDnTte?)XB*x9>k@t-t86`euLB?=;eMZfm0{;GIo>XMf3Im1!5N zHeOJRns)|?Gj16}wbq$=PkocoeO{rJy_cQP@_>qGW4S5vCE+aRA(llps+@YpIVR`` zA(4O7c^7!*qn&6R65Y*-CPWhO8MHq(&|Fs_Dh7<^Q*yH!68O| z3lF5~c5XlG-wKD#qI^VZ5#V0$!7EoQgwSHvToR=jOpVD7a{JFTNIz*NWY^3UAdZ?O zyQzSWK8&mFZ);T zQ!^O8%KKV=oRC7NSTUQ7Og06ij&A1dH zi0-*Hq-8g0p`DCAxf#?f$oaZ-oXA!aWcg9B$RLIdJK>0h@$=zq^nD-+o#4-yqdQqgTX7&=+|{j)iSk|(t(??{{0dyl%--8>OxtW*=45}j>>kA9^yBH8nLZH`-u^w`4>V0v2KO-9P zB=aaM9R#WaInK1HHPHU)OQ^M53mEcWleDXG+i*>ZRZGWlQMnAZ5<2SZZ)1aVj4a!w z4^;!(!=zR_KYkcu;A0CB&I5rS-W729ggH1YdFOC>4jA>WQ3$oZ1Aom3 zdyC=Ci70G{=7v5MfMzT+IlZbJhB|1AK-|uB6m&RFV6f-`!a9EvPpaD*?YQK(9B(g) zXnHh?i}}P+_tlS&d$zKmrG9%VncE78QL0L`rIre*g{;i7sH!8(*-!09n5fWm-`H7e z)psyLQc``WsS$Kpj`H15y$vcM_ICtHG=N#?;an?92c})33AX1CLmsDf!_JpkuyktQ zy;KoO*p(=^MTD*x2oFqDMklkwV*O*IxF;E~ytR$n!F~*5MQ_8}sr?xUo?YA7xziE6 z_rK@pe%S|n7fm}&XAiE$SNHB({@3jf`L7*#bFPn$1ey=T3x^l)!yIPY-a}Fmg{X%< zm7{K%P&`sI_`qp-MUz8dI`oh+!c^4R?_y-qHPt0Vj?&MjZ>a z)-G-NC?ttGSPYJZhpm!dgAcJM9v_4QLsRvKCab|mS@hwZ$#ghV|3E6%L2E<)w|RMP z^9i{Ih3xO&1hHX3R%mZ>j@UJjmN`0Opo|M|hldklEo0yd|KfyjVmC(l((yZ2^IKub zH1Wd@>$V9P4@ga0u+TlId<@vUM=QaIU>-Kv9ew+g*bue{uS|_6XjRyZ7q`ym8 zSpVCZDEZb*cG0i#AlfcdGMZ}phKq;)+nFdo_wm1(C_hK!_icaW`E!{lnbCPWiW*kG z0K>Jyr={x;i2Lm|!BTBH#uQihAy?GDH$YcnL;rW++gZIrn-4ugbLTDH{{1(%{J!X8 zVR>Lky5X=tY?Ju1Vtw+>H$A_tpDMO}%R=^Hs0z4B8O*P>LI3}DCdxg19ZG3(OOPnu zQ%d&m^alNZH6{vSgHP7WOZIT$y4x(3;j;~Te(p~m44ReE@uwkXuZ8aE^go{o@^kw( z+ZGVWc_Uq84jiuKPl;{1F`3H3yI%}hz@eKBFNn@HqklKIK{7={aN8|T<-;Wb;{$)qH1f+3xFvJ?j{$c%p zH6}^{?e3A2S9imy44N}#^qAkR|I9p?lIWH|Bdfs5lCR%}FLu8-AOG(9r<+dj8&45} zW$(w@HXHH{`u}Q7kl)KhiC=KVmz1P{s;gzE_x3Pu(Esnw#~=0gdzmN_{k53uN5(Ps ztTM_L@5dznsQ*9v{eLr2{_G6=wf+Ci1o>;{@9)r9mYYZKv@c?2Zg zB_=R~+4ZbRULQ9M1a1dDoXZz{2!U66rj0x!Hy!AbExe)?H;si(jQ2ir7THbf|DL4% zE9#!wMkD&sKoETI`6(|~i(*8=GiRhP{_Cru*X{Q=UuJjK z8TS%^TcK~=C<{e5P*E(Ry1s5%r5wnsoZQlK_5Ox@{!B%w>m8+jv7-szWUE^*(_Y?C z|GVdZO^HO)UqMK)6%MOz{t{QI9AFMmh<;YGz8@OYwK-Bo+@{Ieizsa+peVY0j? zqt%x*H|UoidPR9?DFbYZSnP88)HhI3c=J-RmTI0sUumi~^@m8%U?`If2^)lcvJQ9y z_fr4m`Tv=UV)Bt|rtkJW=u}{s$xk8w=6{`rvTnckz4Gp9xXNn^m!lgqY1JGzP*GS+ zqAU$togWw+#{IaXCSijfHOHRv2#zXv#T3A|B9WKEC$H>=uPB&9yIk_#+S?;AV~)XoJ%4LM{moSWUMfob%I7Q+ac8)f z9Z2$Zauicfr1I$z|81~y7HryQL;TJEIt^vres4tttwMneUnEe&OU@l6H#SgFZdPBJ z!5{4ehv=+9W6L`m^w=*vE9hWq2N{Buvz_FLP`TVSB+gX}Lb^9>D>HvTC4te%v&Ws~ zIHdYL+eSX!w1JAEGQ+^`Cu|vb^BdES(>VFXn6|oFkub0I^=CQ{_BW%6ZXG*3QIF5t8;e7Y|#JD zrlM@uU&#=wQiGS*D^E@N+{FaQ9DV$-+aDN>zPgD~k7GWRb`{Qe@B!7=EmrI|j4=LN zhvKT-FMvil;#!s#Q|+x&dC85LzSDoBu`WE4*b1PJ%ZIy(nKzDhzw?xXb!f$Qh}b^AU4 zFCRrz%Nd7(4)0M=;*Z~;pItVsHZkovNL_4>w0d>*4^vUTd;ag0)S0h%zHrxsF9KID zGU*p?prYVO-mKT`UcK|%IPMsd{D?UnMbVbNcpcuSXKVHyW&GA(SI2X|{H)vWzMtFF zIT%Vgf@ELDMW&>U7eYMrRFt6o9dsu4yl|(e*wFufrlQbc@}w6A>Vb6l$~FQ1&Bx2% zTk`)`dPBLtO>x``-ak&>vp6(}AvBPyW}*uOFYgywy>7$b^7-2rLL-AuiWRu)!^${r zeb!5>4f)SGKRkPb@fmpd*6Y9Fxw}EXhit-}PIxKk3;7-)JL$jS@Be?QzQ1cTD#*`N zl-OPLB@Uj!Fns-ViB|RcgTsm=p?QRWTx|7ui}pY?s)MnBnKtHm>IbHKhz1+V9M-H8&|Hs}`(e;GY{ ztp>CYaN^S~MgNcQ|G$?C@@pWz75=YLQSdJtD;nu;1B3J0!o-F&8}k2ieE#14&k?}h zA|~Tc_z-rmj1^ zg_4|dbG6;n0lRy}(5^jfpfhFbXhAgcxj^ zo6#Ql;CSC&rAFTjp3<7QUON_x$%|Ob*+W|hGz<^(PJh@9r|-p08Or8E?EE+u!8NW; z&srSC&v{mM20$prm3p7sWlW%?173y6GV=QZpRt12r8sv+MIIQtifqn^p2jaQM+b67 zSOjhDQ7ukR%j1hGXrEeUJlXXibb8#^w&t`J5~*%C&c5r7GUgXKMz;8*ndz{I(`*;n}kMv?OC*vn^l$m}bVS+SZ2Y_0Kn zZlAIQyJ&pA z`m(Z1nY`2O1&IVSU0Z3acHb6Rl+z`db2=h+Kk;Uobaf<=X+CQ=6oTyb@ww>n>LNqa z#|G@xzKH!R%L|$YY4qmHt&*CzqG-|D>XO+l7G!2GB7R}tBJfK`CYox;gG>)^GPOq! zVEKu;MUI|^+-u#fp=5o4{aIfkH3OiJ&x$9%>OIg%6P4i8>A-pYShqQ+0eHHB*e|^~7e%cvt;&)y42Uwl2UGS&VdVDu zL~&p*pfJ_x5Z47(sQ@G0M|ToZkym`ZO^xblBtAjJJGgiTUFYaIC2OLO5?IXN*Wq7B zlULh|^GSs`B$_m*AD0CwEw+ZazJWtH_>-4tjlkqMz=DY#l@sm|T1ii|@eI zqF7T@6&^)dt&xVh97&XN)$GwINvm}OTQri?*h74LK@WKxsd_*}dkmRrVDyVaFeV#UY4n!Z}l96_8nowUfK?3yd=b`kLb`Y z>So1$o7HvJ)jeuKUX*B2L@p?;|J>T=-#QOv-Tn}O&ndZ;i+E{(E!%tWWYAsAGuF_m zT{WN4*F!g3?)T73eRvfbDwUdxvOd>U9lLxE1^3Nal(D#@jDyepx6vL!Tl)vjymbje zA7i(D_&TGF!n7V9$TEmQ3ynT)8nZ{x6y6QXFuKF2K98HY>pC}DQMjPWV@ieE2+y24 zx4Q%wUPv0N!aOA2bSKz*{tASQi%4OX`DQy@5~esRz3ttf`DXz~E_X)t%& z>e)ow20d?Zt~9Zb!c4@d7wuOj^g%(LZw2cb7^j|Yrf{G{oDU~g4o)i5K+7@ zT|tj0@*rw0Z}TxkVh>!KTW9?c-?*7D<3Tke_ZUQmNEhJFEMJ6G29Tm7X zP`Yw9@CS0To&CR#lILwPeKK9JDqTRDcKSEo58QsN%1hPpKj|) zNQF2E-Fo^}*RH}29Qpi<{&oAK{uJC(Nu_2Lpm9&7y#(_JlVb1Vd_Qv>>2BYCQJ{`W z>gENlFL;*=P_O)lu|;x!v~*XMl5)%w@z>lQ^|@_`c;0$F+{5gHgavAb1Sge|0pBJ5 zEu8*nbPpB3X__2rO5CB#rN0+FBARPq?j=WIx^Nv^W-lt3^|a(8X@z^`W$G{b$x*MR z7!o;|3uD(WwU}vbM-wtI zoQ2;ZqgPIHHJ{0)J}#*+-u5X(Z#V)x^!+cO#s@VPmdswLNP(fOGuaTKOq7`U$ph`} zs6M40aTqa-D_R)H`XT~zlr-7d*VEVn z;fLiOc0q2&N<%Y&EN7wHhyS-X{Yco(7G=_QE{ z>notEwYd;>U>6t;b(=ND^Puo36D^YY6p-X8+Q)pD2I(}UVN(fzW0U_ET$K3Am0lHz z9QaxxeEg|jF~-y3#Q~FnH;DP6Xv!3jN>%t(j%LpkqL+4d3qdItQOKTo4OuTQ^dhG- zCPvg4O;=54E!CevPE!E%IWp+FDrdeo{yEf4eCYXG9%)o`DSL)>ffhY^KEtHx@C8bA z?(vK;Gb8;vrKVi58VDwM|3uUKD_py=a85Zf4t#gr_b%VI1apE6kL1t4q?wk*9zSr;i4i#42<=(9vY> z$>v;?m|KK3l&d^}&zIcQs>{+ayvy@3!dnKBRaxtO1$9!XE|Z!W`fbH1>Pd8vRZ1Wt zY9pOn1W#lfe(T(&y+(*Z_)VLKy)&xuH24}yB!xaQnd-Id^hCa2qsvaVA(Z-(Ic4!Z zGrITieFD`f92CMysO1+zhz@hB(8lHDz^frbPm#L!;6p`Nv3F}A5LInI6F)cxvIMNn zugx{URqN2M<)C>m5)D?}zQY1|O&0p*y_?{!U{Q*3F#!zhcqAno#DzR(DqZMS+5HUO zjy<=OXprswslpzDwMTR&7mWOJ{IA;|kN=5er9O(~5U3Ri|9k?jVF-Kq`c}~kXt7YL zIwlrZ%KIr(*t7bOMz!sGBOlJ>5xz=ZMFE-Z+D@r^HA394*~Eiu<+q{;0unf z>0aD{p%@h`$GWF^?TBww>fCA7Wz?i4dgkM;a$b`OZh> zC^~kti+cYxTeMIyoAddpI7%BkSj+Um36`7GQjiiF%PvaiPwpro>dedEFt@ajrj z-7VG+kidPvfnP8JE|xt^!xYzm#e7Ui+pD8+Dl8MDZPX5=@1jl;-#Q2>O!N-KUW0Io z+wgeWBW2)d4eY@pe*mw82+VfWFJr<*GjwdP>_$xW>JnAzsbJF1Ilktbi@l? zJO8iqP}c1a^0CBp9*0-9xx%QKm$96HABJv6@^+?UE$DgV^tEQ0SrkXn{P+%aF*+7; z+#rQ31kEszlBE&2A)M~~yB6*Sh$71Sq&>1i_?mbh-}UcD#^<*=586ARDCaERTU7^; z9c#b>BLzM>?rA{M+BO4JGY|6>j}3zp{4snvO5- zv*6wU?yJ?$|--pVa zA2!i#J%PyHpLKB56hJy<)7_5m2vAttPC=ce50H5l&$-y51DGoX5`6=_z}@{;t6TqF zh%=jH+4@usloVxdo_|;eoSzFQ0icw>pYZo`(ys!*HYd}%RUB7 zNy_;&C+#swDvjdR)HTQjQEYKiev5AIet1|~Egn_jt#B>2IiNA2utL{8M^RqLfF@~@ z6v`oE#LTH0p@O%Xi+DC%D5jW1KQ!eya%f^3K0VHh+DK;dr}gpBE01oSrEQZi`SDZV zE0G?!q4vQIpVJpKMN2quh*UrYwpYK~f&p;cAJ1!KtpQ^+7MFjO2Xd@DwiP{k4x&Oj z6s)QU#-D1TMCw8i3ZNC_W17JX$!mCZmQW+tC4D9z&MRP$>iJ1Pe+zPo3LrBgvRWJe zuJcgV?GFK9Cr%lDe9aitH~m&DZ@U+$SxSAziiJce7E2g@tR& z`L%1qc- zd3`@~QRwB_o@t(|g}mK(Njy|`8@MP}p-S3I~EnVI=u6gErJe=mwM&gd(s=%BK4Mdl)v$CogmH5&%7Aor z)8yAfV4S`*QZTN83Df@K^T0G0?S4k1?qJn`K7X|HboX;X>X{b(XU$gmACCn4JLRO% z`vEi3h`St!XU6r#v0WM{F*Uxc-I)Q^es$%hzpR6LI$rKnc(-c<7v*N}{I>k6Mv&U= zQovfv^U+sbM zz_?>|5_wRkbGE|X;}b?J&g8;7Nh~Dm^h#m{Jb>_1X0@};2rTc@$miatx|V-~BJ@kj z*X=4=+|E{`!J2|R8N)WM}sDw0k#lL$|PPT!IvQ@$) zAgL)Gu<}&RqJ_2K@K*ZCDcf+6;|qJ3+szNP{mo?o73sjPem2yrl?;NI7HD#G^I*BW zYTy2MjL_}K^y+;=8jx#qt_*J(;4WX!N&Hl7 zP5(L%W!?UuKUlYI)|q&;GK!=@(~p@IlYRZtOWHdZk=7O6ZtC_()Vk;YaaNgH`O((*+LXJeNdh?mh)umgOn(C-@OudnzC7GXpW^+<=zTKj%z53}AU_t|HwceNzS&{N-di+M+PThhro1UhH%Iz9U4 zFnsa@{X7<-a4Ks|N;|t5a|_?s@Uwm`q&cMG-D6wjWYm`W*F%4KR^}QYMf0eOLzFchw{MgZmRA&)HNL7ffvPoOpf!=I^)_pg z)z`U{u#|9C|6?i9tp48-y7lm3Gc#S?s8C!D8QG{%9Bu8@Us|ibw(9XJ9(Q(HEf{<& z;LF;W**n?Wt-fSsCAa#v)q<|{S^>}Cmu)<~wU@1|*0#4eJOAs8BpvQ)knt zU)p7DXH8&j@A6AS{-ZHiN|e?P@C)m2Fo`pp$0-e0mP=&Al zIO;*~xB9=Ge-jnUw1Ka*ASfH4I{y#uiumVc=HIiY(MmPC1WG$-eB79;nf7E;{U!MK zs0(k2Ltv@E#kQI;EF zLCxLc@ZsqS;Hm!g@hCU(C10(yoPe^H2Tnujk2mD==lH$8+GTzU-w{l4?fu@HdT(0) z=lB2F+dtz`^6ztAZ}YT=&JJUfZ4{g1VOE+46+D+u0!CiFB^l4-PuKrP@hHDHAGazi zr}9_NFTI*ORZ0o%{&fAnxBWlY-#&W!ibMD6DyLcRr^ggiH`PPr?4jIMh=F+1!3fD- z#ZBw~?C)nh$X^YQ5{#@fN$7cD+hP2hk;xnJV1G3{2=BPTrG8Qs2%3H(8*iDpX+Aqr z?Tq;%8R6009NQue&Q0t8od5r6+u9`q`7}BzFw4GAoMC8P|8JlFMjoPOY zp{{A)X`R)AwYyACrd;Q0Fm_M&Qe|!FGMc{8d%wH>Cf4BCJMc{|| z@U?01H9X4ywQ2Bjcuk0-L;&_xU)d?5Hd6A$XbbPZz5EbZ^x`Xf<*sbFjPb{k@aMnV z^&w?Z(kdL~l*HB74AEj6;3zK)np$KS6-;ehr{)+B&D&}9@q5U+rPdPz!0{_ z#^Wkz&0K!jq=);hy`*T(^Sb@s4uhld9d)z(V9U$+e9}w;)0@RfnstE!8OWac()wHk z-PB;B2Jr&lmaHD3>#oTk@+t-@)ysz8u`r}^poHx-t41UR1hUIcMPJ>Qj*&0YqSAx;> ztX70m;08EK&-LQsaNjN<$Fv1IVFo!IwuMD zd{DOd5VXT^{j%sf6lL9h_eHZCiwa#i4$nOBe8^m!Ho#GKiwLP@-LHY-JVO5+^tU(Y z`5BH}6g0)|R zRAguj{aoG#{g<7eo|TJlfmT2Hl8Q4iFmp?XUDW6`?9sQnnVpxqq5gNz|G4xs9Hr^Y zt6>!vEihor+d7j`yy0s)Eq2!KF$o(`*L&D{g8)SJG)jELal$;YznGAkWec6sm$y1kH(;#A(noG&2SOY9mi;32@4o4w zM{C~J?RVd{kEQQ*?oR}j6LmLxld?AGpA=CzH!;`)a`$d~*PqDTpyy{e%Dve4NsFVU z@ReAFg`LoGL;dfb|8a>ZaFM3-rWMF!*G+Ji)?;iM-Yb&(Ux0ib(`VgxCpN%Q$Sa@h zylfW;I3kVD33OI4aWZ}v@`WPdB1iU2htkJyde%Sp*X?)TZX`Ev7+c2yZABd(9c}ss z{S8u*dbkWtFvwW7XM57-i=#J#qkQ-Lk4x^3FBPeJ9idz}ez*ABZVY(@3GF%ji(ph& zghjFM(*`&SXOU`J-cSJKjyyItGWm)j>$*35D9RsvXdIv9KI{LcXZ>@3-G28?fK%Pp zH5>*G7Ej&ht2V+>RK6S-t>^EAS(@B|S5X^}=bzyqAC^6j>1dS0%HD}463u|$o&WDG zTPx}Ae%$oh+zCo&_0P;v4qzT78EMg-WCsuF`Tg`{1{?Erih4$kB?c~9v^$7vFnsgB z4nw zVs~-e4FO^C+eFcVBkOw5xBaZ!Uw2ECH*r&dSrH@#DqHSOZXEwGJ-_uqQsxO@#gc1O zq+H(sNBMO}|DwWXaF{QxI1Xt9Mj#E8y=<2sW8TWpvhE-DhI!7x)3ToHm%-Q1`|I|5 zW1o?ndYkDW0jEZr<(KGH*W>kT1uv5n3%=$K&~CI|&P?0*`Tu9bVSa7sw?ZKW_veR# z?ojr$arR5*IvncfTHm*ITXD(l&hkOKM3&q>7tsy+T}5qz%QT+BtC^S!cw!qr|8(i& z)v~e6fn`TmXnW(oABH$!HmPD}AOLxZZ_n;%J&oyMd-f#pwiRfxbp{@>sNbOHyYjWt zdBeEzsx&rWnjG)qkUX%VetTHs-6s-N`Xx(a;pbooLIPfE{rS*g%(&~Ip6tK=zD1DE3SyUhhQKmR-P`VHqX zN3f)5sb6=lPrJ zAL~CWbeVn;Q^97mTWNkP=J{-?n~v|cWD)5a)+lvR(_*U*ej^|OQ2QSR_X%=~NR zL(lHxZ(9Ga*=>G%{PWk;^UrJbkJI4WzQIxcug!r=HtZN{cTs>d?f8jK#9A2YfRC2h zdez88=2pg`)g{9HBo4N15l7G$ihyUIX?7!a5|e8%BZ!K5Kerucq(J-MMUw@0sv)|) zgk5Edv`FuT7defk4BF1+U2w_(Z}pL>O5srrScqnszOyiY6nr0&9jU6RhD?mWWCfc! zxXj{noc6l`QI~HlA|GkUdVhz}fiMXw2=)wNKf;1LyDv-75aj}|#D%H*`7}V5!A|6q z;0lII307or`IyGzwTr~3>fvrItpiv6L9nIqEKL`yh6gUbh7oE)o1U}1U+-smqtKG9 z!C>b(Sa?1qu3~u&G9sO*jXw9mGO2HM&`}rYroF&eo81L5Jjy4UwjYESx5S=}sEk0p zp6{#RVl~J(Ky!B=T^@*O(s3szjA8iZw@BgB;-PUnA{U{*0(!|O zI%{*u7FnL?eci_Eh)R_|Gfow#BRS5nXBr-tkhfsU^%4a=L=t_5%5bY6s)=QG^`ewP zT%J!c5%pr|<%90D5Pnu9mBLef++_iXs3s5Ua9)S4*c0BB>Yc!ISiB@L#2!*O(#zA! zdSP2)y{7*h2FU6t*}_)=#o7}3Sp`S6;b9C0yLL|jY|kRPdx>WPbGuY1>9q|Jy6EdJ z>#^Mro>)Gs3+u;0lxJUN3%jhLL8{&_q5sglZhzEIB0761>vK7;)j+R}V{;qTM9>M`!R=Jq%OD~;vp1?g z5%ReEiG-v3;d4k=iJj&dNHp8kzO`j=HIL6`G_eoC{kyK`ba|%WzVVf%j5tHE`0~v2 z$gwgglDaE*oM8qtEFPZrY=RW|4FdIT-2fP&tiHVe1QEJK`@tYuc5MtcIkWJK{&oAK z{#MRw5$@5E;D#ktBbghE5yxf>=~J6WAMh4-Q9ojlVyxef_xgDT$`KQ}UT5ZpDk&B- zXM4O6fga1L7W-pJy|KDbnlBYaGbfaV>77IzMX05UJsR!JFP|qO)JKTiOQ*)%7?oKi z*)255qM|pgZ8@utxXx3^5!X6;6CT9MB!ya!fz=!<*VcZ2Q26|*XlwaLID2sLwb`5| zSgB$Z>ZQH_YpqFtbGA7!k(eO)p?V-8PWRZ8hYPa2iRMGCROl8y8>2`2B{(Q>^?oW3 zIjV|ecwMHtIU42hwC#QBg*bTa0}XB5adlu(M>Y7-tY5!E1ySPstd~~RSgxJ7&suTFhpS^ec`i?I%?Y4ei!;BP#-1PK20MQ z^!k8i2ZWu^H&hohvFiaA<{@^qE$4?srQZX zixjJ<5h<%mJs-%696gBB*9D0jv6qPhD4~FKZl|j@JJP9F+(+CQ5A&o3Jg3E|(8PY` zw^OrgXpD6v%DVkgztCat#fkf+U=>ojXA5^N=1|0;bA$WG5%6)nf9XsmRjL_qCjbhN zbnT=p&9n0;m5$oahtLZ>ZJ?Uv?lnXud*%)14)`Euw=MQ|Vv4KdhQ~}7NiQI^{y5z9 z<4QIg zi6UNazw-EiBErAfd-tBBFA^3Je|7q)400>cCa?15Sw&%NDVZ1`L!ZY>lF>eHq+eY( zN~Zr5u=k`qxnoa)n1^CNgotOt{0pDJ0)&s~PE>rd*0TeJ(rNM9dRkPvH<5rs$RDup z3s%L?ya2tJEgz1H?}XKpJ;+CJBX@t*H|LL}04qMrXY0q*s2nHKzrpw09PEFAM#;EL zztz+_7nF>3O$;4NF*A1cyqUFckd5@ir=#b0NYP63Y&FMZ~5f zUT6vOMaqIXIa$yw|1sTw>$PCiJyrE&2pcuq(s46UB!OxJc@w_bSC9h$_e7$HX)! zCDMJ*O;NYC@z27$wfujxKjuHx?XCZr#$+hyyAfKEoQa9ZU=1Xc8AQ!r-nn_SlS=8N zRL4i?7o(V#WGp(WAVm5he?oD)7uwm+V4hNCgv@-DM4#<*@uu$O*_2=>WCm^`r$0RQMDYUsXs9nm~27(J) zXlMhukfsR@SF&CT+zHNd;w_~?1fr*)JbiOCN>|BThn-#o)RYAf4e?*cBuj>R83*;D zk|Qg7EwS;W#-#{xIk`$vHFiat4`V2bqZ@ASxZsJ%ZwIz+BQ-%s2`(|`<2fRKrv$H$ zArh+ys7DOX7S5plAe=Hic1d(%%Y-P&4klENyZ1G#6E<4>lzl$z{xXmUZoir+mI4x| z%ReVX_Ck$2&w-8!S1`wOCd_*I8orL1&2gPR3}s95ly7M#p)}=rWjv$d>VpsTh|r5# zxV*Ra>l6kTj7}6*gW@V0MXWc6gD?dM(#x8d&+bHH6I31}C7YvBDn3@9k3Dl9nh&&G z%-wexBU-ZKsaSeD(xdXxjdxu_zJ7SN*$ky<@$=<)>d{a%`kYEl!q6Q_u41eBd5lnA zg3+gH%af@2=6nKyh6LhyHh1XFYJVW-T~fZhPYmtsDGabu!AE7voh=z|lb}XZ(Sqrl z0>V9VxVX+Su0t@DUUd4P+qu`E&YQVa zAw(6<*VkPzf-11VU6isXT)`Ba*KIsD!-=GoD=huJQvfH0JL0)J9lDxRVP2rSrhgrY zvTlFu|JZPA=Afkqymia+UunO9xx*s4H)^~EHP9~Dtq{&3*U4FHE~`S6$`Y}%4wXiLkNSXeSIm|vM><=J)2AS+T z9=LJ{fniAKi#C&&Ks3F7Na)z=5|2!uR5jF*1}5sh{n%dBvIx z*ws%CUQDGy%LUsXoa#FJ%klqTp;7omBMHh5+Cbcg0}og3yJ9Zxpr;e6Z9oyygh=rD zBr>v2eIRfk2XSVKJ_~B|MHP41^lVt|kXsIswmYr{+I=S5Zzh+CAV| zruX;+dNsM_LSV4~>U6a9%HO&JU6*Zi^3GWRk`pqeEq$%<$d+tuSj7!gM<@BFuipUv zrTfV~`y`?JH6gY?s)xKW4l%^a56bOEPx8Dvpp!xvP31@f&r_0ZM=zIx!w!p~9)d3z zR{2lUa@veYqx$yO8<%5Y%j>c$Ax&iH*p+72SF0$w|H$<^5@p@~n13!jq4!rM&7jRM zSz_><17K=5h#kP0e>I>*Ah49g!KDgL^x`xWK z7gTGCZwJ-+0bTIvjv)R5h(d$M4)$xpxu(kL9^)Da!otTtgW&~TVkDPL*8;ai`k$NX zNdW1ag4zdf3ZWw3zNTbo2Ggv1nRj*Z18O4D&-SUf0)g9?@72o?pz5)Z7`-H$U-Vajke|hI&r*@>+4=^BsP9ERy&dfRT>kC z8n2Fv3_Eh7T&}R9yS(?uBo4lVK|cAWjPOR_bbI8jd8YxS_U)U@u~_S$KQsr+d|5K+ z2z@2U7rKqle&v9356`90FV;bRr`O%{Hv1vtVYCJAwR^x|S+8?A>@$XpZ-o1e#5N?F zakK0Ei;Lhn%V$LC{u$mCiP_twZjMF)lc<*SV~TKo_nWh|Bifi?4Z7$1%W{yZK}m0S zNdp?+XDfY$?krN-k*%q8QUwhhadGWPltwG#nXI-|yOD*=tJexE$|#3|P(Sq*Eo#?e zUS9FnMl<%U;ZH8oA-`nGw#1S_;F(YBN=>eTl3{)Mq3%YYK;9pM7@dLfVa`@1M2BLY4O)KUHG$1QmMarv#Sopsv>MYLcwRTK?CODC_ozfVXfo;K!H(IKTL` z_lA%HW)gpv%9S_`RVQcMI;#2rIUl2Fb$w!smXa}#UzY%)bLO{HlMzOjL|)#B?4m=9 zYys+tAd8awZk^FMNQORW*3An)P)3oZ&dG~DCPRh{nKETarGdyiWUR=LDMZMS zM3S*&NT|?YN+=2uGLsU**Z0f))Qj^xUj5GbopYYo^Zd2;zVCfqYkk(*uKTvH`+9G! z1t!>@t&>LHa}QLgLbHc6xgmr%wodI@3Q$g+>CXAujrFQ^Y88@whUQqk^wAXhz=6{#LBvjd4cO@jDNm==bb9e5c zH;2mYs*f@#Y@56p*J&yQ(!*AK zmz7X(F0H(?AI;+Wr#yGU(Jm0{o~V)^s{sG+Q}TOqb3vBxN@c*7MfB<12ua?~P>?Bm zt2kq}6AI&at5myFAYDW3E@dJmM7SwAu)IwN|J0%9O1Bu{^E+-yUDg}WJ$XHBn_~|~ z&`obVQ`!e(dUIVH#w~z~T{pAq$}6zgfGy}~N-XKe!y!>{_D2GKUIVAGF|)J75mElr z7~wxs^552PW#He9i4u0@d!o<1vx_^G3O}p*@MZbt-ao$?mNos1OvCpZX85|gm#&In z)y=?gx*}&Y);(aei#xlC%ibB(p7p^Mp@8e*Z5v$ z9CH?_yh9p4A^m%qD1S5)=2w|0taQEeUN#m`723$y9aFw${hR!u-n@+&)bIil=e}^S znXi@kTiO4knJ_EQzgA!2iP)Yq(H=l2cG8Z@ANOOZe?I?}@tBYJdho+J4avNtVykyb z{i~TMYw2D2{++ZJvPaB(U`ByQc5A|iHS7QEL7e1Uiv3`D(vyLkQR{ct-{GW1V!ccR zh|Hym9~RvGyRR3&%7k$=cDQpW#1(pu?#Nrvf3v2Z9Z3U$VNcCr_Z&^R&cvBj;|(@x zsAxaPE)yEAclnwe`n&b4tk)mi7t&MB4$rj&p}ZW;4A+`fdRF?gPTS1xTx|!o2ZI_| zS-saBzw-FMTR%fpoUgsx0_1Phw3B;Qtf|Md=aAmig)^{a*rslaWyd zbBvl9MGHR!wHUc%o!;}y^=)#Dw5j662)B8Q_Bx>-A4u6`Kyua56m{cHas z6NOw&kSj=c8aoyiL(W4(w5tC9o=hC$WhPG1Dm^Rn`9b#lv6taAU?BX}(O+oen&Vd< z|99&zF=6!K?qmGEJ&O6udj9$M-@jY@|BdIr8TczR@Lwj%Uzz>?`u?*suxcS3$3*#0 zTL?E}v+30-+m!rW&CUPJ4R;O`_Alu zH`UF|iW<@%WI@e-p~5CgaOTrs)+ms3&3vMR(Q z)_X$|p#yn;$J=E+xTm3U_D5EFR7g_h)pmk6k;#_k8F5TjTbt(NO>!ir5Z4?NOph22 zvFb6@Ou)_2uEgzUD_7MY)3)R&#A+ePQ0aMEOdNb45nbRedIb3JRcX`WCPY6x{W&d< z>)(SeeTjr{mCdL6%4nATa>7K+SN}5_M~PiU#4n@dfg45 zx;ipfQ9*(;g{HG*M=&4Oou3iUhuzmaG z8p37$xVq!)5B(b$Ri_2cD#GZ+S*7V{%~kVX*)@WcQX&Ov{YFL3ZdP4YPmeP;USq+P z&>!7n7$o5jrOysN@RR6*jmL>wO*@lUjsM~Kk7=!>!l+VbG`-8q11Tm2-wT>_%l>gR z6rBCx+n>ogUNFEER3zD&MhecXqN12~IT2%WqUa%c8+ z&vOf2un^(MzpZDoYJSd4UYST`I1TJ--Fb@qJ(yevH~t~2TQJ8eSSwaZwd@~9L&4b} z^=~*kSJ&qh3R=l9T{4oeiVBnZD3550rW;u9ao#Ype`dr<>q4u%;T_(g)v zg)de#a!;Z8yzI@1|A*_}Aqhf3D^UT>4iCQqHCruY0 z`pAG-Ff-3n23L$K(X}r|&JjAfuSWz73}C)-4qiJC`9YBokMZEC!R36hp(VvQ`$NA{ zz`2gJl4Nl6KiX90oUxlSD_nLB-mKddg)I8+dtw`n6Uh5KN{>bA^sC>%m?3arTGn00?AEm`s91 z@%LfFV%e+oC)-x%zkdA)T0Wf+=5Y#HQ_mi`+crd-9>d-L_8gXi!gBTv4@=J69fdkBNzbLUq*Gup4K;uASh5lS9= z9>Q2C@eLbhu~M>&`XZ!((9+Pn&*n@E%B5b^h^= znLOS2DmZC*M|{>ecugwEk2C)}-JOPQd4B!#g)km#M@~6I1Mu?M6u@S7VwL{OUJSRG_&$MN`g-$_Bju~+>q?b> zHWlXdhT$q|fm2YM(KH}T-G^~~Be@PG`fz&Ca-2B(kFeAG!;g(j$iWS& z7o~K{I=J!wcz>;iNT$%k zI2sDh{y2(eJ@vzUKVfjeXTKzSVKp4SuA|C@$E*h|scxUmEx5mm3iDS}K@JSou#iR{ zfprJs`{lm3V5#~Y$DU{T0;knF=}=bO=id*#D_a)a<6;Us00K6~>5|^w|I77XdA`4z zim{$8mHPEJTL6tGn{)W&`{rsY z+)Dj_(>_{`3upfkW*i5F4SwVX`0#C;EBSA1jwBKKF8XU!C1{KBu4DPWHWlR`C;p2X zOH>S_Wh%ylHS51J%wMH~tUUgY?z`%5z}M(D1hrGQAACHp_GUM~N<~>0VytYWO92MH z+T!aCnSME6f3)7;d%j=Q|9k!Y-Ka3Xt>>SA|M~6l|2ePzyb!+rA5@h8v{mq^%}(^$ zVG^)MaUy<(elIrTRq=^$Bo_(aUSG%c_ASc3Z)PvuE{8%=DfWKvqeFQG6wiqxc~RB+ zlloT0#ORtIz1^^!G}_nZ((0^6f-;0Z#F6!jAUC{G$pa5QgMHM&0`{CiFshfY-Sn~z z`b94sq+S;S$uz>GF?kQ?2K zGDpWd9j%-it zAVNd{v0NreP*SHsZ_LvJjvxF67*bwL-HzK=|px)M^`Mwhu;$D z+@i z?t8OsEvyugbq{r=**qS~=*c(4Op_tahIGp;)&q0Z^ura=p72<5x{~YL5a{MN4@g&O z!o62LX@Su*fE^-`axAidjZSln>4i_=M3+aFdJ{gdWnX=D&|?D{ilA0v6$}QyAmRg{ zNQWNlG!WmgU*bYMs+>mus~Km1)?Z%jX0zq^RnTlcPmnK}gz=j;ruPniL2h3jw6n}} z$V~c;Qcd&UL6G&H4lm3N33^jb=jOSgN4XPLpW6-5+_~go){|F}JAa?SoBQVIn537L zxPB5+isCj>Ufg0nlct=&ZPEZajFOCL2_RHQOQt~TPlApW?lr%gc?-Iwpqt#MA9~t| zySYR!fS8L9LlNN=Xl@UBbPvxMcD_v(-s>|1d>2P{&qZ1Q*|p13UpN}ze$%bppFJr- z&X6TCV-pJsR*JJu91DZZa+=(Dml)8%i*a!m`{gZaaXb{9{V4(8gxS)QCQ@L7=;qR# zk~>)4Afvb6^Uo+LFxp_#9Gi@$ir79G{cIGKnawJ;(G$_u+xZbGxghP3{T#al40c=ygS_Mdc$9|>(9Q0g^Y1AX(RQyf!tz*tWMJQtc?1}c zWdQMP#M67w{k2t(etZg4^EL8ITq1xvmg97$$PCoo3~lPWZVE+8hfWwv5u;{V30Y|> zTe$GTbpBXYBM{7{j4^~#121Pacc?W7@)AUc+an`^_^}fQ!y*?ZTSawVT6L-ZI35bl z{v;pI*)CE^)*}aeC4^2q^enL`%4Sy(nX5V07P9Siup$c?HY9n+GM zLe;fmes^|lMh@*r*nE)>b#115_deSvP>j?+dfp~Msp_DdxtsHWy{#LC(YB_!1ykNb8L{@)VPFQzU9UJB-r#uiw0`yFn%`=+m3+ zdijXw7E>rut1o)H3s2I&@&h)jy2W=H!rWXoOU*FH^+#)}5ZMmdB~^JA?D%l-x^w`=7vVWLA$q!jAa_;+F8 z2%8C$1SO(9!4gUka29xXGPuVzu%UAkN(mOueo#0cQ~OZO3a-1b8%p*3 zD2H2$gg7|~T;*uycsQ64t$624s%uO0AIC$%*`Mn_N;%mQqFVy(z15K1^#tQ^&6j$b z{t0c{s-kqrnqH9BY$?1-y3!0Nv5e@-G`b@BTur_Z$(j82TFzVXpu2%(DtW(f~eTwWxIVz z1DJ8~e_@xSMZw8AhmI;gnte8sN#;6*g?rTuzAk~@kW zlW#gIY=ms$b7|choRF{EScdkUeQ4iV=GPGxo=8-5Zs&xNEE;-5uDwx)9laKa&=Ad- zhhs5{)}@0S$guC&S?{(A5asJ@>oQn?d&Msryv|>POU2{&hp)^*hzhS&ZjU+C368#v z?59ExVAhQhy|_lJmrM!3{mrJ?lAGYlygBPje1@wMXif0cAmsGH6KF@z8f&cXawY>F&b= z2;FGNz52C~1+{fN=O##<1Kam%wdD`jBW-13{bYk&hzZ}i(RF+nJlJQMj{98#`T18> zZQBN6`e+=Q|~iAh63|AV$j z^$ktS)z1hSBx|?CsyQQaWTmB=C5@yfMM-kVSy4Z^wSxp60eUx|7_IF!1&Ypx#ikA8 z;h{IoCrY-$Q1no?1g`@OW=OU&KX?bhzB@4Hlzl*wS<-T^cL4TRg!&0$x{yNqxQ1r^ zV@MGux1X*e0CwVSw|PJDp^@*G{S$qY!IFT`j6RDQ$-9cUecG@#7lrUm!>mEIH)x)< zuuQ55##DtwDLNcpBlk|WnBL-f#B8T?zd*SJ38&s1iqs87Ddzp_Hat6rhB&?w(>a(R z!^Rh}Nztd!7*;(8aZ<>{fmL{r&mIL)`|&VvNFu4vo|BEbq^Kc!P?vPy7`XCb1}`oR z!+ku7g!bBSm_K>Vm;YQPa0d(5OOTp?!;lq^&A}!(P$$$fXDgGiY4^cFd*VWYZ)&^OP62<5%?Luc>Zeo8# zM2PH)y>-@#q2rA(vk#+CHWbGER|%f3MYrxam;T##Rf(#g=5@ zAH+aG^ck7V`8Htd)o4*7QG_$v847bIC7|*=g4&~a7W1apioKx3gYaED3wT13;DQ^T zSy?FyN^|7>a#Uc6i}$a%C=VX(O@B3X91O_T@1P5Hz>HEf>YHb)(HU=hl{lp_6nS@2 z;nKt%WJEDbf39}%^MAj)e^T;kG?#i)E89jL1trNwXe%E-W%yAN$VHBVVu{> z?#_{KMm5rR&!$$zF5Vs2=W%^ci@t2tW7Qd0;!farC^-9b{R_W(oJu=o4q?O`ek|U$ z7z;18VE*GubXT_0oBmlJYMVG}#orx=UQK=5q{d;3^6f4%dJ&tVNP#CY!PjIF3vpp- zj+7DNF~OUux8q0c$HX3sYaT<9;qp@xZQD^$+6Vm-2?A8EA>QxxdKkF87xa4V-au`r z9|fxPhJzA?yh*!DpalQid*>Mg0BH$@&3WaZar#zBS~NfG@cMAmPqY!{+`JSb-4O() z1#l$i7eJj9!INu+U$E{?>MaKpm{2z9z&5`{#tGfaQ^;k67-e%~xk{|Zm;V39@lbH~ zrvy-}f8F$i#1sk+bu~VXJb@Wp5t6YWeTa^qs7RO{>qLd+3ACjWAxMhULGYx9Ibuo@ zXMOuz8_gfIzvq`o$yWJL9R4)5mk)lX#VhMfo?V*!WV81DJ%K} z{XRl&TRC1p=eqShi9)a8wsv1UDWL}#YPI@(b_<2`Q+8@;vx~n*YmX1#?NtfH`)S1+ zwr+n{n4QhbPN;YiEY(#ia1n8i|EH9+g#-r_xMO= ztTHc{h4%di7}V@cm-OR!C^-9*ei;*;3_Uj;*fP$UBOhpnK|W9R?XY|_s?hgJj`tO+ zw{zDWdE|oxbtMW8i|V41SjFl6f-30Jm+e-3I>P9TqTyC;g@cHVj9rA%i~~go?dh57 zF-FuWJNq{t=Ryq`y&Er9jKZae&epE(I#?Idxq?Mn{g@N)js?yA15GLG5 z_e@>{^p#|(o)|v@?*OVqsX{(T)H65R7W@oGH@4B=DBTULqm~6P26CZZNkE90>@%ir z>T&|#pAvl*bWEeQ^n+IQs+t^;&+sHDR(?KDYe~Ox3Hm?DIQx@+c~0xpTQ2)S*lmw( zv9}gB|5knb%>y|o$}>@}SMUWo>splCy2T06eEyhDD5-+VJ8n#E*WQN+g+Jb!eZYtE zTgdr>2Q*RsrPik1cpNBEXPxkrt{%FiZsC991Uu?=r*$iO&;=XBvg|jeR6?wMJJrdJ zwIFsxl~uXiaTOP1ZpNXn=Wr36JaD-_O^yrX?Jk~nJ5&xXriNQN&33>hpM>Tzw;agH z{*X_5YaF|$`-b;k7Cy3$qNCZh&jU0z<@Aj<_5n?K{DL~u+FX=-N0m|2v(5f zk;mdMR7}=8q$8rz4{e;|rO44NB*HY-0*U)+DH323$oE)M@eQ#(sQ6K?U3vT#lv$k< zNViTINeJz*Yu?I;63?g&9#GIkM)B>pnAjOn5`}7xJi|EflV#Hf9B71VnHQW5IdXxh z>}~H6D?^C9r)2NKp9r4C$}Uz15zrm3Z1=vO26w&sH!HN#K*&}3k7BgB&`_3D_(o+j zka3NWNBCxf$N3(KBP7Gv5x%CECIKUGdD8Pl@S~GZbJcqKd)6Bm`)2dfxkq}b{x}{A z&i+*Y>Q@4%Esl(1-`-QaO87V-{i?{$RfxkA*<@`AmKpO!S0)JOFOu&>hxLtJANmm@ z;jVB#C1(b7|6G({OU-xC6p|6x+0Kk)O$$>$I(&rP+xN*&UFJlOxAl=zg!e(`K(Nge zV*^B&MLr!txl8f<XVo@oxcv} z3m@3^g;C|ccqJxriRY1@cPp# IxP#FD01v2eFaQ7m literal 0 HcmV?d00001 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/2018_templates.pkl b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/2018_templates.pkl new file mode 100644 index 0000000000000000000000000000000000000000..61b88b377d31e8d328a8981ec525a791224556be GIT binary patch literal 246418 zcmeEv2|SeV_qJ@wQueK~B&7`{qVgO>WXl#IS;xMwsVor@QIUj@(qdm)L{fGY2_ca+ zZ4#A~sCTL{YR3HKJM;g&-}m?GlX>Po=YFnp&UIhsd7jz*DNlK`%p?2p&nH?ae7>`( zo13SZWpwxgYa2Ir;U72A;gm{0Hc`>54n?c{oJQ$r>VS$?52vy>HAC5>?<_L*GpA+c`RUIYx(s(>S2qO)X5_O@GWY{sqKs=H%q&{&V1DW@fs&(cu)D+vKCe$#rzlH`?eMYP~heD0esX z9Rtjr`SLbqPHs+)Xp@!IcJyxOJGyee?ob;198>E3GFw^w8dJHu|1?l2>FJ?Mmj97? zIODI7#_s#f%#1C56c)~mF*)1Vqdc53#)UdM#(x^LaSY7Aa{O}^^RImWG_w8?V23;= z1S2-YlnEOIYhwK)%#`_$Kv?r)OsE~&S{kOV?oN){)=pk1S4>0>bVLFkbl~Ydi!t#D zcrj@Z@M5yrPB0q+9&|R-dnU6X;KgJ^z>CR7b-jYQslA3P%F@Qw#?k6GZU}hL*-Y=5 z%!Ys$lg;#A4oo&Edz87mtCOR#jRhtX7W67jV?}3yZ{@(O&NLoObbJpBCbEOa?@0xkFhiwhHc+Wjy&;I_kL4%6DvIZS7t%wbv|CWmQ#m>h7MU^0hk z?dTk)vrpzQtq+sKbUrpr4!^g;kN8aJb-=TsW8>P`rfIUD`D0?@&YzV2WJCOz`$PJF zjL~s^A2Z>!*3bMf_`lDaY?)te^kWts8hL8OfT{IIOQF5!O91Qn;ndou4$k(dXlt5q zvS^Q=C*U6^VKNogUw#fVv+btt=rit*bB2w%JxU$ru7`mqnWrDSwy$S*fV_`I#r>gwvs-_iem-l&kdN1KJp$sGEX%-ro919J?_ zF)+u#e;)&%%+23Ce>H@NSh6o!**z@%-&f&}iiY4>@{SXpCqjX#>V_5oy z506Qf$PjXGF;DAj;~}E!CpDje69uO2n?E35cHbC2zhso?{En!Hy+o;YAz>YN;w9ti ziN+(fUP#R!sqvOoK6A8o96$)wP2K?Fsr!bo{u`MqZOP-`BLfyG>&~Z)NLy<&>#o~A zgz!o0dPf}l_vsBekzlsYWe`a;$ug}N86a98A-68%><;;aWS+9S?^E=hXgor^|5H1u z^+9U9f%>jRud6;{^@LmJ>yhAdD-4GT`f=y~zdnB8wef9SrX?&CR0}^DU-AD<-T$wz z+kaR7pTGZi)iYPkzncNVdb`q^Fk0kG2Qh3_*Dk&1K&0{#G>2Bcg_lmg^k3F?VXk}s z-PQe`UH{N^-D?VmAXKV;5&iRCyyLsE!}!J5pBI4sd9Ok8A~xjSb@QhV!xS)Nl5q6t z1P$K&-?9JZ{-6duU&|d@5OTOI_b82>Xgo%x(yeCloVmhi%QQNdl)XS2>H zDx7xpnOjF;ouZnbqEA2G{;~T7OBNkk2z$q5xxVSHN5q886Fevx;eKiu>Jo_I&Bx9A z_@R@Q!x!s8mD|dZYxg<4dOJc(q{`hGK)^`VNI`gJK4;>OZ&PoDh$S-wxd%U2U$}9` z{OBvPB8?x{fOP$apz;1_y!^h$AGliIFphZUK8*9%Tsb4&z5{zW)h%uTQ{{+zGtGWH zJY0T=9nV&eGx0}iylSfA4-yeN6P2L4`Ff;t11XC&xK4Xs(!` zI3+*hdd|deudOBzn`QRKs-3;wIun$iw$IB1UPQ{qM8y`GPjz*0G>UVe8(t3;V>Y<|P<+!b41suGl=iWc_Ms%4P2W0PCg3e3T zy#ZeM=Zo3u<+jvehIXwVwpD< z&?BhEsHE&mG~R6E&orOZdL%VoL!g=d_G%Qte%sFZarK8dE3E%pMTh*>3>yezbaUP6 z;D@j)oUGB8wSmKzOG9=0{fXuu*(j@@vC|sbdhRXU&Pu#KRQKn}SvFh2GVj(3dw1gX zD^smj=r3psIy^6H3^f9Yu6HK=%+^n8eUKWj*TYUK;T+-TK^D8Pwb7rp#_A2X{^Bz? zth_FGfLr?5682TW$VzWDwR2XzU}}3!`F2PP!ToS?NHtze`Qo01pd~P;C7)b-Y4*qW z11ui;UmmG|E=y+Qb&<>XdP=^T+Bx3?1oMsFpqPV@useBnswfW#yPw2o5)h0(f0l(g zyOcyTdwD?3JyWaTiXfu#j<;nDRUh;KU+(u;tZRwS4`sAtrP4ZAcoA6F5^h91-Yn^v zaXPLZXWU_i38coG&wIe-jkG(#zSvCW873_@^*n;cN8W;YB3?jVDAczoI218dk|@-B z<^dDQUs46qLW$PLi8JQ!WE(ud_KEu9u1Mn7Q)2Dor%?qSz`2aZ=7~Jjw|4a)u7@sSm)?ftTEXeqYd-nk$yJmuTQDSz_566YabcToItFiTTE2sv`7 z`bO?LH}G1#{l$x- zA>~)AzZ+KSkxBLp*b* zzne*FJ(3!4U3wjzoU|Une#+QAe0k5UDZi%eRc==m131%Mnf1=j387kJepK|U9?IitBZL3W^hMs&aF0pI?c)> zT5H^iuJ`X$^!Kw!tq)S;afr!s5gGzXEpEl5cUi1~Ax2Jv{ROAg+2UMB&Rfi?D>K?X$E`#-V%Pkf}-BdPJ^ z$s_93GPe@!HxzB}>OEZ2Sik5)Yg@|-058VKs4r?-$RYtICe<-1_|m<76<3`G(fk{r z)D({}A%IGXQ9CL@Jl;6@x2+!6r9nn6#D>0*c)g7Wq_c<6%fhzSOmTT;U83v#Cz|@7 z_93-CNR5|fz|j(}jbQbJTg&t3Mkng!3Hw7v*{qJ`t^CQLChp>jOdEI_E_p-p0x+m2&p)FT>3zd!N0hUC=t{dF9XXRFHT+*Nv>m z)m z#_G07tcBo(nj&XqX8-Y#v`^q-2F+dM^fXR3vil<2%Y+TDsKKebuSl`(XwFsZFRXG8D$w8 zNIdX7mtD8qPN>&qHFD~E2j!CT#QsbpKCkH(D<-+O-x86H?V~))A zgg^g;lwVu0>Mk2N$M^)DC?)>*h8zFiHcp>+M!PMU4R#HE-Ao@MfRIaXyK=jf2^7Tp z?d<875UoE;nVh?Au4q2_)5H}diRaTlK4r;78VkJmsH4fVo%sIk;vPD1`PwH$c#RUz zikq+gb>B}wYCVz~FXaNq^{p~f$8TJHSNm0zhkCMM`;m76ZTOZ!4shi!=N5jo5}~2g zrg$I61yvG-{_!y`-^7kdtq)S;UC(2oe5=EO)e~;L*Jv)PSJSZ*^w+P*B%g3# z1SO+k@7~w=#}D!}5xaT851>}a<5Ir;6@oaEaYeULjpV7`g3_nO- z&fV?Y)y4$L&N*dQXqO|@S9!U{4)H=;xZx%K6dB}-XV98e4mDu*E%Pen#tT>+LOf;c zeV-!!vwa%h=t47y-xPkGeTu`#pa${{Ik|ucl_a!qK;dj@}Y2?hW04X_Ep+{ zkYI!r8@H(W$MGSi51AZ!=pO>b_x0g^yje5m*R4;j(=S*6Qdxqg)KURpdyglNt%ef3o&8q4&?c^&x-XCcFeh8VAY27DZSy=`Ak6K!R@RuWEDz6B?qX9K40VF|J%lq z&a3X89r=QoAo~gg7EvLJW*y{Lt;dkJ-?F$5+@~VC{+1_029Mr+K_2Ak56XO}BpNU4 zC2h=8tqFuHVpAApCoR!<7op0%aou;stj0-;&U7Ksc%)umQtOe_c$Lhf-ol31@4dh) zpY2}az0dEyV0m@QNlMxvKaLm=*ABiKr9oOw9ikWG`hpyEPl|WTrohg_1NuwDbCaHM zU-z%bg+7r~>4^D6<56ZG9`+p{MI1K=Jh(kJk7&H_OG{pqT^d6ClFWK6b^m?eKTc|W zkQy(<_k-BbJ~Hg_99I^Xd}?bCJA5U2op5pI#&ZnJF+hj`!r#|QXpcGj90UKHfjPbX zbMEH$oMT|N49xZ0Y#E!IPYeTpueT1@=+W+@y^wR>azn(k7J`oph{FaGyV!`?7q*;%-F)o z3k}GOF*)1Vqdc53#)UdM#(x^LaSY7Aa{O}^^RImWG_w8?V23;=1S2-YlnEOIYhwK) z%#`_$Kv?r)OsE~&S{kOV?oN){)=pk1S4>0>bVLFkbl~Ydi!t#Dcrj@Z@M5yrPB0q+ z9&|R-dnU6X;KgJ^z>CR7b-jYQslA3P%F@Qw#?k6GZU}hL*-Y=5%!Ys$lg;#A4oo&E zdz87mtCOR#jRhtX7W67jV?}3yZ{@(O&NLoObbJpBCbEOa?@ z0xkFhiwhHc+Wjy&;I_kL4%6DvIZS7t%wbv|CWmQ#m>h7MU^0hk?dTk)vrpzQtq+sK zbUrpr4!^g;kN8aJb-=TsW8>P`rfIUD`D0?@&YzV2WJCOz`$PJFjL~s^A2Z>!*3bMf z_`lDaY?)te^kWts8hL8OfT{IIOQF3#&%@S^)-={m9zRdKKTf`6Dy-JdiZVNXT|_9# z*!;SqLT2q@y-$TKDB61ek!UUS*?OLu5F>gN5Gp5g=-+U~F_*&}19J?_F)+u#{{{oA zLh~*v$MM0pM;;HqQ9=c~JJSa!E5fb0^f&$4Z2 z5fuOG>hjA*ps*sVxHz~7Q_nJ)U)(K|>17Nz6|m%kuzAMOZ_lnm4kntLm)>3m114*l zif@$&g^ss6}ueo;7 z%%6uSU*GIpzTfelxl^H>~Y3*JQ;X+;!=xaN^{Yl$9sCGMYdt)-)m+o z@>N;^NM6~tuLU+eUr`SYfe zJp9uwsr5l>yvoC))%uqFc%aM6cLH(4NNr8GJL|nVK{vZ{;zTyr?a~zOs1izv)6-Naw63k;V-v9Pi z^P+6APt6GsPp0r0KRsDDqs*_kj4}ZW<*xY02*dZV(~Vd1WD%_}jw9?!YoKrVwcZwc zKpab*s@IS`gr41@7KZoZ@aoylvam{cq81FFtt>DWJ%#7r6ys$?vsDB#PS>#UJIEn& z9I1=GY-d_gIN06s>#@!ZQ{6W31bA-UzRkoj^XE^AU0+;1601K_;~ng}=cRjS>igv0`!a6j zUtNz~hZuI-H%1dv-~aVa?ycadK~ea~fa>&osDMOADLQPA7lS41q&=-fcOpTt(z5Cn zkKs+RfBP}IG%U^}kB__!f>*n=fMrr9eco6;o_~E;YIa7h2*hp7wp!LDhZwMw=6LBh z0V_7d!2;v^_CiS!#;ON1Prn)A|23r3%v2M;%QS8Ff?B} z;iZZHeFi&FzQN-%jZp2J$(X+!|M=ejX3K3UnvHOFegDv^C=Fy|i@rUevtnwVx=KhYx3mWW}#GW5=f~ zHjVM2*NYGzRgZ2izOq{q(%QAfKWO9s{xkb^*64cn1~^<-U7*pPf``+sx-NUu*IuB> zX5c)3@Fr+9E@+AW+601!L1AGI{(M4t{8RgdTLy7Q5ABBA1ABJvDKACd1rOEQNX5cZ zy`6~a+R4wAE|d9%zf9(`fYnxU@&29?b@n{Xop<87 z{_c7oU+0TZ(qM30MB))tKO+lxwk`p0{y$yE$^CHkNUZ)yjdvpbZc~H6CT!j9`!Y_U z(jH>ROYYbnlz3s%1^cz#uxl(^`VenEtax$jqSd7a;K;w7GH~@QtnymS8tWnnjcZfx z2zVm%d1hkNfBw(i9r@vHNa|fZ*Q7L{O?D}q2XESVcG{xjJXebb{2uB)0d5h zN*bVgg1+G0;j=KBcT94At`sovqy=4>uYsidX$RYV=>ToVjXAxKO0c|5u79}s!6n;Q zK8NKARpq8%Zo!k|U2VQ9jlj6F_=MhK{Og&?{r>5e)cPPbp6Jz^`=slnusqqPYql_$ zKgNz-dufW8?n`3FxIDz%v#5XHqXOoppM8&n8{$2FVhm6`&urBLn-v9EKDrbD|I=+5 z%GQA(yI5LK|0oBr?ldl}epChY;#uC-63I~FBtM!<+Y4_*5;acVz`q{BjgLFFok$y z2JYmn?Va5{Flw}$T1Yt!zM8x`QAwr(bW$VaL7WE2)AUl4*26vEC)pYMoxA{s-^o5& zye=4G!;ho!DcwGGErAuxNZ!~QEqi2bOA+5@Q`IAo-&_Vqyl z7%(ofJSKV=ViW9|K6-P3?4z*N{+B8s%{k1*-P4u3!rY!@(9F@Y6ypD;UA22IId z-m*rWhirC8TbSkO1g^f{J{HDy zAe(Mw$kb66!_bF{q>rML&(BO9-{Tjk1#V+ChGbdgS2gO+NZ)CZPxD$#V8vpDhGDZS zlDr9$pt2PTbLduGR8NCqWsU4chR49D&X=TjwFt;NyAG`wtAHz4QfUT65H)W1afq>8q2Dh`#5ZH4fJz-k{6e9`i zJ{Ri2iicx8t#56SEn3#;8sQzFudW-E(pCUF+XiD_$mK)2`b6CX`gdf{3a=eAv95-y z9i@ZM&!)if{EXfe+AXm0J@2}Aukjy0;I8Lv$GCdLm zw=_&WURGNsJFrZ{1nUovSgD??VhWd5dW@ae*%LGRD6?NRM^FR!_RnIFg zdcMZ>0GF67)1z`@ck zaiB8>oHJSKOj1lBZ-_PVnY1gO-r^5%)-lsIg3L3fc^@ua2i=ob3X6}G!}|=oud-Hg zaCd|<^CevitQazK%KnlFxqg?67CM@M&=Sc^2E-M4;Guo+G^!KwgsZa7e!U6R-<;a| zUN!kXD{1s4(fiq z!>`K@BGl(4T1Qn|;e?oG&;*hLp&Qfu;s>7rLxoY1ZhtLgZ??_~Nw^MT!d_}_AN`=h zxBG5+(Vv(*>wd{XO!)OgoT+STuPn_~5(nxXbuZ{itt{9IU=a!c)$ z-f-)qiT>0UzRVYzQWFT19k=+JxL4YzJ_ocUsP16a62?9Xb}K%Ct|I~JwG z5PUHHe(A~6khrOl`;3t+Y|^`JaNfKf=7HFYa|rSMUnv*C&KzY4hu5gKg>^r~%a2p& zN;LBAvQYFwn04{ zfzM&vS1k2~D;Ybr-*iPF8~4_}%FF5on*q)Z7oHSC$B`AyS_1b$e}~M3b;=Qlyq3|q zry>sStfyJK549aQEa|Ughapm%=T4pQY0xdcpMLDV3^eS^XBIeks5D_Gq*6Mm=CtU+{HOc2l_g(<2}m_Up>Aw<$r#YCe`GPADk|lUnA~$ z0x?x-6z?DLfy>Gw62dP}Aa&L1s~yz)fa^-8c1cMIY`s}D=2lw?_L|hRNg@6a&vv;v zU@QuZ1#-uf-b=!R3FaN6BTvEIZ~cRaXUUK!vh4z`u`hJ5qwQOT)(5gt6Xh(>16=-( zLWVxv04YZK6Mc>~aI9R}HOu-i_@;8UT>o?$HcGpFWPL9S^GcmImL<2t(S2nD{3p(V z_lewI zat73lYaZ{uArE&JCa@11w?kK!68AT@a}dZshb4^rdN4ky_25BXy2c1*a?)A^+y zF@qQIj-NS7Yq}>i3!uLubtqcZ5sN#ClbP$;`l`AaKC$Rp`sw6=8M6_!oJ9;QzirTI zqD%OB|H=Jvx1CR4?-F&?hKFmVQ?JC{Kr9UzTk~(a!Z1_N1WLIN>1|FBaS|5?N!hGm z*NxuD=0vIahJgoRlYC42;jjHjirkKT%MH=+=)eZ*3B3tSJv1`E;?T%&UV69efo2pW zd_nDAwD&yXbk*i&8Txx@-^4H7B4nS6tXY^(!(v(lBWqws@#?AH&7RCt_0G^&Z^>4O zICeK}v0)y#H$*XRdK(K_Bi93lZN=c}Hjxg;MbYq<@x`l()C zdf4*`=rSZVgReg2W}Qtr;FNP>DB1B8=o+;pUN2b->SURo2cI8DzkkL?D9|(&iN5}g zWi-7A##hHL7c0(?8wf z>TxFiX3`(2@xGGPM(N2#Ve1|WS?qf5VIFq;{h6Zp>BcF4C(2xKyT>VDGWrmBz5Noh zR+U5B?o$+eq5s0`5_$=dGCB9H_TyDBaU<(M#aUr-Ciy!IS7_G-HG$}jiY2JzH1G`I zeCQe<1!kSg3|7t;0(%+La?p#0Eu%8=ZBnT->g{;YD?!b!X87QC@q(;d4va-CdlZ-w z19G8`W!EW0;jqo7j{4ov5FtLVXt{eT5*V3Sd0<5WD82XlB%g)<`i$E}D+(>{7Fg#Y z9GH-u3(L=Tc?j0Vz?Y5o>Kl|qL359a(hfJW6NwaU)bd_`uXo9nw+i-(5FAJG;aCy?u8F$`p7%# zYw_Yu;!bXt)PFdm!@Un|*#~&_BVQw-tGTvaP?Ut#CP&0kZ@rOkYVWRIs5=0kh4eQ2 z?jJ&w)|no)F*yQTz3tBj^Ut4*FN4988J}+?WM`cSClq#u4RYonOkIqYd)_5Mv6AR! zpW~IXI z*Klxj`y|2k&13iLsB@7U;koM>9R}d-zDqYmo2S-gvc9_Q{=@l_kAZsW0qShI4EX%r z@aQ)C3NU!aqjfDV0&40mOLcEff~2<7b?YG)**mbO=`PP8toJ>db;0S*WPOuxWLNn= z-Z}rc2@=Pu3=;U$;dWrEM|E8dxHR_Us7Id$KDCL$;MRDscBdUPx^NSziItS@KGqAy z!fch-1o5wr%7xdcMMu;^Q~b3xvCrb6&X45=inkmNYJaUV{d58^J~okmcn4RH#OjaK zcw~k8A(4Y;v2|ZqwZ!Xf`YY`CNl8&gF_MHG+xo8`XYNXd17GaD7gy#Z?sUxkHl9gf z=C^`ufav#1vPIlVzc(F9W9@q45d(p4Q1TT2UvZ}uvA`^!B zSr1%4Eo#8&mGJ~ULU&HIq`k~lBMs|guTGmFXc1MrI)Wf2Jwf7M%fQ# zLi;lqVNk0C{e+`K;Z4V(g~85`jy@R#&FT2h)a4@d7SDXWuDpTo%Q?@cEyB-_x&7Sb z)A5hta*?G(!|hDaIMK9(d#n^L6fYAZH$cB`HI{Owbu<|k@V?y=$Z;L{?0D%_Q2r3~ zsUEEL(yhSqG%1%H*Gmt>Cz^oAfKMefCmrtJP5WR!SO#^HP_m*m1aJQ2e*bh!YJHFz zkEd;G@7O1-Ng=_`-^}}^L z7?A`JJ!;83uP6tSw>_;5^L4@Ifg6|5n1}y%Q?b4?xLrTlUTN2ZJbAc1mzL2VLPO#X z?<;(cTxfP-HAQJd`vI|h)`h2#(<~d}b3O&amP@`toGn90?^+GLe4PL&_e);Gfuh00 zpL&1f*tbjXclss4Ry)zhA2wtowJwzG9JhAu@M%A^Uw>|L1^xQI zYu(3*`NlCI-NIaYnOYhai(fQoI#~uu2g)kG4x=AOZb~RyDUbn!Ilkf<#nvz{-v4;H zL^34nvzV%y9KmWc48%CsrRiCn0+sX^*%6wX z;i0pC)td|DAYfW+I-C***Ie8BCLZPh&7Kb@!_r)!s*TdCb>Uf1jBTtR3B87VEEeiz zKhgw`=Qo}qi;0KMk*0eocVmF;qmIg#4ry>PoyfC1Pz~QND!dsfOo5$yJqE{nlR?44 zD=4i=bJpuiXx%66xOya3f279y`i4AwtNGON`(^5U*;9p6uXn{ptLhnYPxafWez)?R zedplF6Rp>~R^%g6wPl}&t&@SLB+t@2J`dr^;r*^1)dNfFk3429$b-QFnSC;>Ct=@? zZGyZL>w)>QX8S>k3WzfpJuGx49-8;(nLp3Tg%)jvO<|F4Fx<5)aFI(g>}&Q5zSfe1 zJYT*j;u-C8*er7SwW8Kd=u>DJSM`hry+syd(&!hLaQk&FZI?ZHLk{@c+3MG1xj>SD zpZ{_1WJoG_n_nrIi=-L7w&S_q0|Po2zh9!vhnkH8x0bI&KVKAjp!>P{MhN#R$dItE zfcXx6suC9xAZO<@Q83Se{&#s~{ngH}Hg}~AW6U`iU|{~pGXDmmmF#ZRO8Xj4RxSJp zx644QD2=j;JQBK}F=|sLuZF7(fx`=*+=gS~A$qrN9fPB?;V)Rwzem)^7;vT0(Chy@ zy)6~-E6?wn(i6XSN9XRA=U5)3>*LSKADi+|_R-{4d!oZd-1-<;UA<#^!6ON&lPTUk zww6kU=DpyVNa`gre2rJ0b?$u)W4k_`DswHz;!f_*>(GBFAub(G#YFQpKC}XQIlHp1 z4VU23Nv{dFM<#glC-?i?t&&1B^U}Rq@J?YP*&DWNc-Q;vZPgtH(oXO`5~ zP0hN(#rt9FDVrcj8OO|LmH8EqRfd8e$vTV*hmbgN&wi7$$e2y-QPI?6K>lQq!?-yK zxiOOHkJLQ}rg$^)o?H0WD@>hA8Cj{h;2TzzmE!dmo9#l0q5fSgHG_+!b3e(;pGP|!qV6`Tl8X#p=+riSIWmw_!Jsw zsvmJ4(GqL8-jenn+;2z31nir7AIRkTEDuC|T`GDB>^C~QxuIXj5!}oEp-(9eo~Y(< zaGzGdi$A&FKi%T$ky!na8n0u?sT*V4!m)KzC6(;CclRZBoS!Q9wtiyD&mFNSjNdO3 z(gn13e5Fr8KG5%ZYa((CUMv$79_%`Yh!(tD>Fo0!xXuO4V^*1Z9)FU*$IAjs^A@JU zq6VpwlHf2}^Wu zp};@ft~BN1C3tyMFaPa+Q}9eI{Q9UQ5^}y5e>0FxMFPxX>Q}7n0~MZ>)}z~s@bCol zDvat|E<)TDp>GcACUEvc=H7+FnUL~?Wndm9{_{hVdHmBYsr5l>Jk>V)TW)$0Sf1AU zvbtWlIDj30)bajwrUAWP1pXcP-0{UO*#j&>L{_{}KZ5L>hj3L!yo75eRYDhAdtk3N zyM%PvQr51jB&KFO!5^x(N_FSzPtk1JnMt>isFEUU47mSo$WK$>wHzJ z^T~b>cpsHRdu2Qr89CXJE*td{_NjY%8~LEe+E8lzqK0x}g>aIWFG1Ag0Gqn^>mf!o+!lg#xqA8+FxqRf)L+(1kI zr3G>+1bJor9rgO{Q=r^YobK3>308|ZMOz;Sz@F<#ff{QG|IX*E7xFK6z||wM`Xe>o z=JR_LHhH>Z*R5#3_#JWD9_-kzq9;7xzymvO+pDV~BkTo&ukvUbbaCnBew;s8{W3A|(;X@lz)_ zxHtx(apx*k7tIGyY!_zuam_jK*&0IL<)Aeq9w8q7sh!mNAT?h4t()hU1$kn5IZ|>b z=Sj~Hb{w|miRJSCDZSzHP*#36+Hm`B_;yxU;GCKx-tp7*Y6_}s?<0Ww$vcE-vq6!k zVBc-wdgyw5=n&Q39JtslbyXs$0=$jPHDuAe+! z6GjuA$kZxGjED6Uf;-B}Cg1-)b^YGu9wH>)$XGEolc1_4&Eu1EMm(OtdBE+imb~Oh#LJUt~ zR#wvuI1(`4%bQ#cBi7_>nji2#U-s#)gT1xA%9wfRhz%jPvZe zVZ)Ux$*W%FfY;j<3(s`AfO|gOUXafOV>3Bx`EpyldI_(@Kl9+~ky!na8t+AHLb|W} zE-VjSYn<9%exLe$Q{>@S{Uaaruzth1wG`z`4B$xUfZuL&7v%As3yEGLdf;$5`9v(Q z3&PKw*5aGf3iTl=n#m z_^F#SdOn_d9bs~{L@fpH_@eY+=fhID zLU+@fR9}RGtzqS^pG#q-v9tiIFZy{soPQTMtrg&`0US7EdPYIn14&!YZMJFn7AQ-b zwH+4lfp0G)U+I2s1H@~-A8S!11Zk{ke8^Z2k+vZkx%~K__rifEdPr)0kQ%S=c-(5O z27N5A_q+NG1Kk?2<55a2xx2Buv14394n1V2z8$JbEi(FgdAXd|C^o{?jXl<)W2 z`1$m4c#_o86eYf%picg_eq!h0>XBIfNR3w!%G1z%OdZRUsJZLaC3my1wlG(hU)jSsQ&Op&e!1?1V+vw$)oW>Nfphgs*x zEH*!jmqH74$laQcJKG|L9_}qQ^ytrNXOsDmB?QhI?{9he+j*qc2dVKSLOcdPl!G@H%bU|%xcIJYN^iJz$I@DTTOG6&#vS^Cxx{wh9Um_YNMFpY9R-@2! z1MG70xxRe&2m4KebY|xyVCbtYRfpwvghotoNng+>SWUI)xsO*nWGeTitkJ4~1+TTk zcH7`To)|wA+t%oE5lTfvEJP0)XBIeks9yT*HDK}-l^wJ%0I5{GHLvP z<>9#0<$MSFt=Mr&=@8i>dj$4Q^f4>mP(}J9y*JN8ZGjOrI^Pd`I}q6?=U)y>euB>J z^xgyO8=#`o;@ECJo9qABQDbRgnp;Qm-|mqu{_;FZ$BD1!|e-7Kg+?0tuxBi)~Es`zxBZZ^Ng} z#Sk;TxJxvn#hE*t-3B**f=Yk738jPX%|poS4!ZE)NIX zB`jh$h(izAfOXY9{O_N^o&RqiZ;-4NjB)b@^A575TM^1h9%L|i%Y5y!J$c~5M$o_7 zplcDk9eF@@Wv8&67-;C$r8!8;1mFRkB8-J$xq}C&;@ewV6!gwo}H1RNITLY!kJb9$*!d(k-PAp zpPZ?nXBMmF!w>NQH*?He8Rc~dvHaD)uXfV0<^pbkXD)_Ymm`iRw#1**FN4pOZ!Y9o z&VD^uZU>kopX7iOBP^n~yw)Pg8|yxlUw;4*dWDe#W%%C@I8(i(_T%c2SpGbux+e)F@ll8bn-<3Y!OPtoY_?@h3|Oyion9ywFLrR!egVsLmQ z{?yS;2q_hc3cvCB4!o^G8HSRb#P0XEyvi8xMf=6@z_*9ahke|M*IV2RnV}q8e(>#1 zvP4A15b|)>=#y*E-#=8BQS*Kj|M~Tq^1R+DeaumP83;78>Zoj%L=IKHAbU5O2PJ1W zcs`R8{BuS~r!%KoL@=0=(+KQ2$M0bUb9 z@_fLt8;-lJM(~dBxbtTkcWj7AWHc>?=kaU8S-+6}@f2?Swg3knCo3Z`kQy(lqP#z2 z{_Ax2S6gN9K`%IRHq}WZ5+<@=ykvO6Hpd`WF->O1{c+=us9zp@8gK_#hp2e_7o31y zQ5xP=3;2NLh4K#ibm>{+;qv!n;PLLk9sGd0xn%e0J+sG)7o9(`?7$tkyFu;3moLX5 z!}oHWOqU?g7iAZ$k5r#^ek>CLd0oC~;K#|ke)$jzt2v35YCL26K%tV< zspB_po!@RtE4=HO>bGzHw=F`pECb`#`9X;+a!5|Mch39MypUn9j9%= zA%$=^m+eNx_aL~ut&uW$F+cQW6szypBRgxnON-E7aTQq#_BqtHbRnnyztfwoSk`c% z4?n@WQGyz~qp{zEj;ls8vOP^B-)vo*kc4odv~KPtv*sTk@!xG(?yN5_7T=Ckik(U9 z>fl72kE$wq-Dve71hmtFWhtrOP_??FbK2 zkjzpa%=ij9Bb3x3ai0r2j}YEWc2d{p|B9+fJ|hD;NuTv$!wNQ{^W#!Jo+ipn2Sx3I zx`WF%5REqzAG7t7nmYRt@f3q}|5BrW} zwCSDRz`2O%`bo{_(U4IF%Wq_0?s<*+3_UZ^`3) z#(6)X!znFIZS141DOVkeRw46=7P6kNZjJt#kOd*uwCdJ$)(g>gAr&$ea`YdW3J3bn zFq~RR$;?bwH#(d`bDMm0IJu4v`bHalL#?+)8RhPVzGHy7Ghg1u%*oBk5pA-v+K%20 zeMeXB*BwfOpJPhBUuG+-Ut=nF_n!s|B|W|9a7uYochl%_=3gO=oo(z<9?r%VPF`rp zg*rMo25lSz^RI;doW=Yrxj&7pe+1Yej|stu4KZcH2Em$G{|GZ>{v#09yciQ|hqji6 zsjIt_qqen^7s?eAkpmr(fCn9Tde34^d;(rf8U(zUY_=23hJXj1&GeqhYzTNU*%0tz zvQb^HU~X!!;fk`fakX)@`i&a`9&|R-dnU6X;KgJ!y_W-%4ay#6?(XX3Xl!GF$%F;H zO4C@;S>RhaFsn0-2NNCN!-9$I;PHFZMd+wF7IefvEi9O5I95!gKdnrdC~j!3QJBgY z&@p}=FT%`mwy?y^V4Sr4>O~Ld=x}=UPMFsGIYejm+mP{(_Avf2gAtR@Z?pbvadfx* zm^anplLjm_#_(s0Pa6M##~8UVdE@rMk2q}T0;aX2!%b)BBG7R^u(&Y6r`->e1Frff zbC}kS&S5(HWDe8%FgZ-?!{mUg`NwsrN z$Huj>P1939^T))*ojU5Gv>IOUi45IjlJb<`|e`V2*+RBm-=lcdv9i69PAbI2|2)Pa+@m z*B0*Y_&?;GcQ}{dAODqPL?mTZWJO8YEBF19olW-kmc94L-ZML7lPxPFJCaIfL}^M! z*+de4@A~{cx~{J4_s{p^zu)=8>pJ(jysr0o-jCP0&wcJQe!%Eyr7%iDdeLc(%2OR2 z$#C01Tx0l)H5@B^-a>rZ9yT+->Gmqiz#%Q3$fWDxK%tiELzS)veXn`+xxV-SyDC3k zIgJ#kMc=p}_=XeI@0Sc#8neMsJqeHFvp>)&3RaQ#oOe;72&wfP^Vet+*|z%Q20zrI zG?h2WeHfjeK%%JU>7ZTELXrsoIYHB}Rs?btXy=NOcOUR=nH~$+Y zc)-XU_fVVA2@N&u!lk;pi>ie)B(c2wX9sY<%iHiv(_dD>9OvGEV;IV#O;$-*ACK5I z&E2J4;y-F2eODEp@gUma5=K7Xwig2%cU95*-v^vKbPY3F2)Da z@Aw6OqmTk)eE;h{HeqNI>SI(Q5|1#HDVERfB*FG4zCd#)Yhb%0u>19^9d!P*@DO+- z4R^bj%njJXf!aze>^`aoIpS}^)Ej-EE-}AoWLOfaQ$$~q4Tqs*qWuTNc@hw7+{;kQ*n{43WEs8UHTX>JWPa*gINUDg4LHB32S#e^Gq*E+pbxuI z8TTbA@JqW-HOCT$8q0jxb~R5!(w@zA9j!|up?$2PG=0Vs3yF;4m6P#6>wg}H77)o|<;xrr~(jzw^9g`%P^;lNX~^!X*XKCq@Lm71ROg;M=U0?HOCkX<+{p)MJQ zqO0_0aZ-{H5vnHYCCg-Z#Oy+n(&PXVB?c?vH1@zP=$ue7Ef30uK0il4he8FqK46xJN{ThRD zf*a(_GhxY&z|H1zgzTm~oLaOVq>SM}CCv4H{qn zeJB*8h|*Ps&GhcfqUGujFVr8@Mc-$Z+wDDtq>q1Ym^;?f$HvMp?T@Ob%`h7YWq}|| z$P!N~9F?@CS zPJo|T_L)4x5vJ`X=+zJfNM~u%%1(-g&ogn?dDM)+TyfRt@hgA$Y;-x_ru`ad$Ju>R zu?Ah`&hn;xG$`{O-2G{>dq*nX28y331cw1D~z$toxh*$2s=;C z$JP)i!&C2(9~~c~Av}-K(Jlr9M;xDhWuXdyEP^%CsAvV4eQ>m(J2xCPB$7k6EEADK z=igT_JdV^0`+y8ps&DB^i^5ToFn3{Slo3=TfFlm{mJLtvYJ-B+3zTE+pw3 zcq?4228Wr=ryC6(8xr!V_R(xEs?&jZkj~Efxh)iC-hWd#o*={?^CKk&Ec`8Hp99f+!a-y5haXV+{yeFlmsHWziIaA= z_gBzBx95&Ly%_ZDfyd=VhnrFATD;tEKYk+8626ptlH@Qc5cfS4{LlyEr*8045rfSU zT8Ga83IDX;rklU@pvT%X)u$q8uSTH2L?_}acpI5lS5Tunnh(W<3!YnxUa<1o*6c@! zCooQRVQ`H#;IM=@&mp=@XuXsu!@pt=epw&=c_kuX_fp`@bcrgkb;z-OV2(fw^;|;8 zG0BL`hOY+eyF6%?Z8JccJ;A@)zmL|~6GoTi#M^7tfw1Y$#nqFUVEgkuQC)~VsNpXW zj)+8n$4dvRSIny5tTb34KpBDZ>-hw+>?9+;!@5`A;p9Wd)WHK0hBU#ag%CfsYrkN7rf4-MR_e*8QUaFL{vULr^pcB$19I=I78ivh1u--m_B zX>|JHSKU15*PJD`dKd~FF^N(k10GOAcWdYrJ_ZgbH4kk)$%I=Gv2qwuUkG$zTBi1h zgbgWQ`LBK^dtCj^(f^wNo4^0c+kX4g6P0S575WoDWEYy~o+ak(>5%wkx;lFOPkCR^ zB2R>C1X{^FLDQn0hIq!ZS7>eLfm>O+Ylw#rJPuHzaV_-()fc7TA%+A8pbVZX>AjU)|NDN5G(Xpsrdl2zx}1e z%%8t?K60=Bt?A_uKNFt6$5+j!^9#O;KkfV9aW*edFL@~;7M1X~h~ZbrKoY+`pqIb7 z4h2G{?q~C9MW@!sS;=uqp)dWkv!`bOywRp1l5g;b=GCfttqy$%I{kpRpRN!bimQ!J z$9Vv40JlHWu~hgbA^WP0#Te%FUg!7FVzBR7uQy`FG=b|<@1S7w4my8(G@<=bA-YS$ z&fCW@kD4DdX7+DNK-K%}^wU2rpvTSAnVMLQQQG-!D-w<^G{Kvdqb%AMy`4_<{YL*& zbdgxKu~Oj(YCG!@?_f&_J?~P}=066ZsvWDRUVo*4!VzN)F6ukKbpfmIzxDWK@u{7x zrtZX|E_dbKJiXIS(!@KFRkOI{uY3y&m89|k2xB_=+ zEP85NOq7>46X9ZDK5n~O0)`6p<2b|E_nK#vbSFOggK=F>Jk=>fcoEY+lDkv@PGxsZ z>l-~l(R7FJ>r@K(dYMnQ%Ns)+_vxf23PtvIr6OdSl;FUeUI|#d)26xZ6bFj~ z@*Vew{lNwI)yPp5dl)wAeKmc*0EXzJ`Nx!k0mD>!zH1~ELC`e5H%EsZ{ock1I6N zb&RR-h3rCzTDJ*wj8xFz)Wo9Mi>t@%n==px3SCzp!BS8guHm`!H~<_vKO8In;19>L zPdS>)8Gwq#x2G)#me-6yYuphJ80?5FI?R&_uE<6%ftE4gnXz<@`o^LZ2C1HGjTy*= zyw}sbM5VxP_Jq8zCjc%x_GawOcKU7B_+b!+d=DRHrxKq=*Jj$!o%?3JbGS+9|M(Z;Vy~yHO2#vmh6$?CC&ko(Yt_>zeHDw# z8LnF>nQNnxlJW*RZc=e|me(3x59>?&8o7&-m>e-R#qRJfpT^PuY5WDM$S7)9W_$vj zSSt1s2s#DiHD;=(ZiJ&(uN|M?;W+_kJg?>XZvWGMlWDEPuNwcdC#rObzr9RFKRM7A zs$MQYLQAinH18+}os7KDotYr;x;s6$9_S5L-P7K^H#LD#d%-D+D+OK}&S?#ATfxa2 z4KWuE=7QdM;!4R19B4n8FWQj@fsVvE=L4bM zz@t@~=eDc?awo!wT?JDha<+n_Ti*(HdW>^VujfF9EYq;|V++_BA1T&f04-lDC9Aq?K%iuo6!Ze{k0+jVrcU}^_3D4bn z8fH>3Ai*_n(43J1Rir0F9#wh3rEf;JX#I0xyo`|L^QQZ69e-)LU+HiD{wr_$?a%EK zayNu6buYe1G4GY)PnN^K^$(DKegCESpK|tF3Weu=Qc;GCGZOC!ixF#KH^b4Ia=19$ z%fv<<3i=vCvV~jTz|Wlfr1F~%lv_mP@Uu}RT zwrQbjJQcm&d)(&2(E_AI;liNEZaLg~{=J*N3Cru_@P!)e_;F{^{Y}MkO&~JQxA^9n z0t26=r%9HqfMe^+;dPc=SR}dR9-(Ln^8>GEk0z(0?;g#YiP07y4HwWsk4i9g-G}~PG9h)d(a&=pTsH_4zb@9XjTk-fKt?6FKI>(>h6zdNFPc8 zr&X7Wwmo)0_)(rZq9g}iWGi>mkDc!A z>41D+Xf7cCQ~tLeqa2K>6DxPoX6s8IH3eJXh8o?%>CKt;Xr0UY+G!r4|e0SulUZTf|9yf%!Iu$ zjPJ5L=3JA5;ju;6PI5kAbPHei-8=zxbou!@Y8_}P8cnEt>nHliJL|_hX)YS3G;&IS zc^eHXWEg!FoZ$3oh7X{nq7j(%Nr5e%Y#kWBMj<@1i9j(4RC~gFNc3YRoxM z1%o-m)uzm0aQX-c5_x&Uu-MV!(j5&L&N*V+QX3AZNgS(TO&>^T4YO1zQ(=y2dF+{U$5Isg2`LqB8EK4kqQ-EEvP5iY;VycQlM<(Yx(0C)W_K>c>Yw-d z`=~a37-+g~mYcoz2HQ!`WYcj?khS7*IQKmqDj!=q8pIfYG4J~DBwi{Y?5T>FY-0%D z@mz?~DZ-w7S2I&4^B8&P{o};lTa~c=-sU1ZNiq~SHpnc7c*7SBy7$_CX3!ILB64Rp z0z}St*9xTB!%(zL^yh?B7~!0&9thA zXSzFOm}d-r{M#HSH?hB0`$O#ES2aj=b4MM)ZYAi*JV#$j_97!*E9E%WQjnSgpFe+6Sp%ZAqt3@!S|V$rr+vqVv&twK?J!*J=^6b=|~d z(JElf!OOOeiiR2<1A*4(-hg|&J#6BvE=comst3OhgQtCtTh{f4V1D9D!1d-7$hx2& zxS?`mPgk6MO8d>je*0Ti&aRYwJ$tdcvFKq zYPHbZ4D3MYvMU(sx|bj~N6O>uGKHwwgUx~y2{n+0^U-B3G!k50<{4V=`#@^8?O;u( z2AFrYn{)~WLBz$(T-Rnz2who!wzwV%PB%3yP7A9++R1~(&1`(&s6iz}>CXVK^EHJ} z9%g|b+l+IzEkmf>7j4-y_m6-d>ytyJBsHkMcK~7bWjr`4=04_3#Q7)_@LU8P!#>C@^IgopT@bfdx|X z;M5jP5X(=g+9D2u#Ks}ldQL4sgDVboKZpeFEfwLzrfT4XaD?VRs6nmT$ls?+bRdjE z)PAEDHBjo{>fA*W398~|*xgus;LaSEZGe#mv9X^4d2W=vmFRtlR94Yof;qw6fWcwhyvlq^2g4N_yFCT@{BVH zn$S+s!|>iS2s$pRs`>J2!?>%dx-&r(=g0XX( zHRyN&W2E->BZOR?!^b?j2Fl*iPt$PTf&$8#bE)w@@KTnZ{<5+*Oyzo&J#fSJd#NSs zYf5zi@8S30pVCqA+(0mdX;Bk~l<;HRaPFg4Kf^slIy(^CNP+Lw%{3rHeM@TOdnBwL zWC*DG?gNHQ6L*Z+G$G^&fd#X65CmlwwWlA|g7*~~L09RbAn9zm%TqTskUps^g}kpp zht=Ql=S+1VqiWnU2~jnWupOq5_&E{`TZ~;=Q+?pGs;%pl6PmCprNK~%9|Y`7hrZp? z(S+HTL63sIMuM=4m5{258l1?XLXOo}qlTU2c<%2z5z!Hv+UFewx$}V#Uro>VmO>kx`A+qYjYq;+#;2qSp;~*o{;xd!{eSz- z!+!gFSWNPh&G`Oa`(2e$c)Q`q{XHELE{s_$U-(o0cm0GFX8ai_ThI(r{XS9e9;E+A z+9WgcJj|6YkXX}^iwZyZM144@7KGmvd#R_yz__E7ZiTHMR9L)gJ9a`F##X5xPucjx zh%c3GUWghTFuH&JqFXQ!p~7N>&y=8!-HvJ1nhjotOznE)pM;>b7ZH-FImU7$&DX4+s#Q`F2o&4XrwEHgo*5jA` zE^gK|_Olr+9J1*u*yuqtj!`}h@~edb|4*T8;un-R z`WTS1%9psJ=m$=Lt76ClEpX~mN+VYFhe;pfYmO3Xut=^NEvAVb7p1(+^(jpWa1PB& zrLnf4OF9a@<$BMNOWn;(-qE#C^0M~1yVWhA{ORCP<>dz}L*|0+KeS<0FU*;y+#eW8 zrG%o3)WN~0apvNkU|_U4{i)1C8628l@MS5qqNOnvyXp7eB9VmCC(bg}LXBDl?$XUH z;H0A)9Afo@v$aJm7&&v0doo%(PY?hnR>*A4W^cgv3m2)xUIfEbJRiH5w9y_{e{=M| z=KtpJzw)-<{x*-2mek=j@5PtwHpvpj)}Q!_<|%HBx%;R5y%o&?U9J}Nie}-aeq=vl zXO~I;JhB$n`J%^$1LJ_`eP7y+g=X&ZFXk` zgPRGdv2nO6G{`j+ephHgDKk7NuTJ$KItBQG##Oa&ez$qRm*N)0j5Q7G#`pogKwnax z6ZUyfl@PuX<`3qv-68`|)nH0}_xL(9gO;(Ls@v0H z#_XI-U0BOr`QLHIR{8yjQ%E!FvfI&k)aemUF6QPrV}wiLYY zd5IzPW;Gd|wLdzk=Mk~qdQKA`hoy;}HO7|_9%Z6cboi{N^s zPmk2=4yr66DV1S<3VbGQ+zt~L{?mTHo&T*zJJxnhN#hoIHls6B)8f$&o+0W4aw9fO z_26M0C6y-~2X~@B)F$-#LE4Fv{Cx#F(0;Zti=NI0xF+O#AMvY#ncTsVj;;VOKd9zW zu&4m{Or($GsWzj8A+&LBl+Tc_>B-F8-|N8m$H%OX*|8uVaX(}##}6FdR{PhuX+!uC z8>)V8A9%lZcfyr9v=Xnn!NRGXH%SJg6qF06NHSX%~arHMx|7-ql{{Aa(`|U48Y^T_~ylF3f z?5|lJO3eHdU+J?QvbHDxwBLvNC!$2K_m6ENu9Ky)4>7g6ii~0JpF|!0{_$Qb3`_;?eX-i{yNPQUR~K0>c{p+`Fm&#@htp7aYXu9tFIh*C%;A<2^pZyH-+i_*JChC zMTj2cpa(NYHn}^~J!nVNv&Ygw2jG&m<;As~LR7jp_Ks274%+8iP*3{a5v5ZzolPSl z0qU04Vd@Wl=;g(_TQ81{qU0EB%8g-a^i}q~*Be#rut^6imlo4da-_UDnwkd2Eb;9# z-~BT#Nq_6hZ#{llVS=un_T77EgFq@j_#e6EE>DDnqKi!k87dKd$Yyz1(zE9;h$8KAVRA`kohOCt4_haZ^zu<21Cv4E}OO67MhUO--1vG)DAA>`@jOP}=f z2R_-wM&DrFJ+A)d=zq=s&EJ3JZNL5T99X^ffZ@-Hu;Nz_NSoySiLWU?x)+#%KjlQX z#Z`&ZE6}F?a~#C-50Q&&U$5wKHh?O(3SoOmBH(RK+v0!ngTj@cu$FoO!rK#ESzlsH8UELD?0J;2IoD4z*9d6*|@^SdQ%6ky1eOZ;r0Z! ztfCL%*!M%P#$&$tlKzlhazwnrP!2k1E${e2sno+~>64 zJnXkW>t!O-FEoEnW*knToqX2Wu%|=x4g1M!brpO4hri|dOq}d9nw*7}T_VEZy(vRj z{Epza(M~{lY9%EPIlgG>`(5t`f?ZoCx+5v4v(z*zprrwM`K`9e5e>HvO5W z8&FCdQSXaV0s;M>`L5XYUOC&@&J-uELB~LOK=2V3;GWn_)}6(Ew{$$s|M?&(yg2JR z(Mi&T7RpLwLjDB$F{GKgQ&{XQ9P80gB(<$`O;YZXY(0Mi@GqZA9`V5gs)=ZyXZ#1I)aX+bFjGf#$up zVK#Gv`0HmsN@4p4#icu|I!CU7OQCvyh*1{0^{$I(+q(>ziw>7j*?9m* zgu{Q*lP7}360k6G`oSX=PLt#L+MtC<%-?D$fm~(6Q2&AtoSwYOrrjq4 zVTB8GM-OJB7@%tQ^0|jdQ4oBJ!2Z4xEfX2RsYLKHbgHW{^Mh}U^TJ;Ubm8scu$2!u z?jWP12R*Npfz*@kq?(a094mFMaH5lidcCucC5*DssfkIcF8nrxF2*NUn!XWc_&Tn+ z{jB1oDz4YfOd(Lqf!_3nFJv5`oGP8w+2iVO zj{evD-~9bo-uBxc&R84%{g%wV__>yt!p@)lU{8ndUwi4M8UFcB{!4?_N2)kzW)@oQ z$>c=ER*6WYG?u5GZ-fVIt+bsqw*k|1@a8#fKgh9EuN*sP0J~TER(tQbL4weo#C{2ci$@0;MJ~z1(-wic$;EKZs>r_vNVy7Ka-!k(_bwA_!h-#qNQzo+Lr z70zYv@s+~c<4!Tw2>;f7=48bJ2JcV#zt{h@*O{cX4w6TsMk3y2g^hQRaFj7 zat#h5cCVh=c!7gPR@F|J6tGLLSaM6AgyapXXLl%%K+Qm}vZKlmRARK4RuiWHyN-a} z(JO2S70X~bfIsYoS`IhON@CaVF!UP{VqRTG^CT&Vt8y1m>4%?82Rx0@buoH9UDa;% zsn2_I=71w8Mp4W# zvNsB?G0Eu;=1oWP=-%|5PHlxv2{)%lys5COV*P0(z#m#C?;NYVtPe^bCK~60ov|x} z}_9(AoJSI1kynUg83@nbQhO%0Fr zYWc&es`qO~P764+jqz!Ua)I0CX^H2R^+143e^^lSCWuBiw?AIc{;lJ`?CgjAo4^0c z+kX2yXqa~>MlotHzShf44-jv*?CEejA%rEk;7|GOhcUhyj?pN7>Jg`qfh^?p=M#Lz zIjxXZ@-S-Cv9MR|!f3avZKiMP5nkF5&`Eo-b2z&nu#Q5B42~uI$`_>_bGJiP4h9(4V=z)!9 zzz@S)&VWlY@Un+N7NjSSrMlhr0;esm@A>^w09^gq-z%d~Pva$2+2amUwX2`Hc&ioe zh6<=ZUrqrVyz0r}B7N>IhJi$8g>q9gdTi<<7`_03C`+NT0apU^)=smtnzMVZaqujQq z16eI$l&|-n^1tOdXYetfI5hxmu2y}v@g^48Wx>ui;2wkiOLma0bV&3YcXYj5T02N& zJi_rWy#t1?zj7>>`oq`tl+e#uUM7zDNRcVQkjbeK?@J0L4>GU(mKrqw8sy+o->x>55bAGxToi3Ep{iXSBJXCQ!3_ z6eZR$f0n(afToTchR&LOLZ#iLR`9*m(XRV#g0rcQP`alb?g4KJP}J1UIJK-s=Ci^2cVeo)p6g>ID|S+#_eKGJLuhD zNHI}Lhx$e%#?)GD{O_h1*Syk)S-97pcmyaL1+UO2E5}56YR7oh7 zy~TU)dmyUvif{6h(p{vh&76ZSyB)}d4D_<&u=DyKa2t?s`C|{C?G|+&vj&Y-wf1yw zM`#M7%U`n7f^zW%Ql|lTprPYT>|xsf^>Kgm_g{J2Z+}E`J#+<>0ekT!omr{Ha;1GQ zzTS2p4p^1`Qy#ir(tY+=0BZDIu5@lF4zYSdT4o;84sU!UU$hBjL6^x^?lN}$+q?Rh zu4+ajNb+yF{}UTOgXuxnor12x^(KR3(V^~eq>8h-=A|@{Q`~!9+ZccvuQ{;#Q^p}n z?~DVDn%m*sahU2<&ygSX=huwccHwi{>=tCE-oWfUnGTH}%g3pk0+c4p|Qp5V9N0 zoQ>G_q9xRe1M@T+g!^B5@nrc!d)S!+DR{;}yeUT&h28(9_7>?`-}^G)t@%QP`k*^} z#POQEI<)`$pX@ge`|YnttIW!TK5&mO2H{9`>D@nk*{?TsGtd6v>+kmaa}`0;lDso2 zu}ZGsryhjZKS%1`whsgI`!!;OEXw==r)zTxDD5geu{>Ex(REF-<36V zwSYpY+J?N`8osP8YzL)?VdtCm+o$-sz@@=q!vG~QxZ~|C<|Re}-%pYqo|(i0nvWg} zzE5V+Le>+!gHb8yhpB?>%*j$TwtBI@SV;xVKJC+Y{p%q5GgNf>%B$U zS?aXcgp|?zucO}1RM-mVdL#F?Czs~JSKu5r6qr+`(-^Oexfo6yZ{ zA-~qA1v(b8cOOJqgVHA&iMI=4Fqd|myhzgpLd`I)rh#Ihs&xKmC5tmEa@#|^lsE{< zRKW{2R$a44{Jf__S@7fe`|)O*A&FE{emepoh^Tg$}5#&Y-dMp;%;H zCG?!hS`!$T=$h(q6hcCD(R}~RO`zmu%a}66*3-D&?CY8}95S4sdSayt8+E+3DXea= zLoa;hYuf(L@A{j+|H|8b`+JhlYM(sov=?7KjN4C^Z#M0<-<=;Vs%J=?_sUgXju|Rp z5RlKnyp&d19J&rn)}Ew4e$ z$nsTqs#KnJNX7+>1A3z!IK+UN_W2J?qcck9^{pMv2t}wSm8`5TH$yGo>4nsdba;`M z^rqqKP0(SOs&gsVhZEPEUbT8#!H0*|`ORt)ATBND+EwNZW7tn%9t#qCy8hix{jd4` z=3&46b)4w6=|1eT$4?0PWoE{Y&3if=4k+yW9{q=}zjbg}!qC#1IG}e7!=Jf)_eVa} z#0$Kc>xH`hnoQ3ND`1S*jNg8}3gq3?4^#U`!|@YRBNl{Cz&v;D`dNErh#w(-A8ud< zPrnzN2QUD*dWb$e*=7&dxF1qF_##k!NquXr9v2=G3*FTV-atFs&*cx+PoR?}I|D+g z@u*3**-}AiHM&AL_nP3W9$IC%Wjz<$hmww-Qxq{2N3Z>GyAq-^hF&M>8d$KEM;TA3 z6z$$?Lp`W*6sPQQQ7#5n?K8QIz(kSe`3RGUwqCJfzBEJu-^`S=MV0e@>*A+5`dg1* z_P|o{*y{iX^y}#}VXQX;kndj$+;LQ@z=Bw+u;EM$I2B*j@%`Zli?wPVNQp9R_N$ND z&zeH*t0zJ3GbsFUjZr2pvWL{gDrLzz1a9kH>cU7kptntmkKJwbM?~v4g1tGbfOnVh zHX~^?Sd3G}&`dglqVRXFtxL+lc{t~Vtgsn~bPc|WpF|<3y&9*xz#i<>p0lN$N5DfD zG0h-#KsA|_n6)*J_{~4{XC*pvXceS6HmkdG( zuDoK%(Wruazj+6Okys##n|D5k)!To%SJ>4;6-*`wR|JokLrYxV8}CnIFc_^{$n?@4 z&SdjB(E5vlZiLr2>Ocqd#mP=K1%Uv>$fjpZ!MzIRx@xT+uSbJqm-;rrB_}}N+KO9O zE5jKUWkdWRGbnk~Ey8>q!2e{pSUh%LoW$kbH*a1dP|IZ=RhsI6nqK=PwZ&r@O}BaV3cF6La_*60ZMZTxcLq?!V)?g!dfu7Y0fm7u9JQbnd(b?( zdm>mHfy)FEjHRUxXoEHV*>Aj|NH%hbR!Of4lBoPA7YX9wY_yau--aU`_x-voX0Hb8 zm>CnPE2hxEyh9{zgJ^!oSZyxsBpHlu}lJ+gfJ$^j2 zP}P@Pf7b74;dmtLH2mS~Z#_bKHjlfMS)%q$VcCy3Jdtq4i+$U}k70}dqe9DzS)jf6 zAo{jtE_|+e(ov%33*nQ8V}>j+Ahc`fQh4wxw0!=OPQ!_TxCtWfKqVotEtk>wmWu7i z1>Re{RV@V3pMv(XSphgdR z_>7R{_v2U5D35CvhZF};qKe2G+g&k~FxtDh&!Y(yBstW3i17f*oZB9m_3jjC`ZrBv zGsj?`3(qP>l`+tm-5@c-_rs3<^Pwxu9>rwS!an3zB8u~lJi8WN}8N+>f{0` z#^4SAYhQ@$x2NGS!hp3c5iw=tRj4o0?vP``0AI=`t7@MRWW;%u3dLjlr)G&p3F5+# z0hIhD&X#DfYH$45Qx9bEd^ZP`crKs~#Nqc|`9O-9E=LCTYb1sEcKDAvQAon?Twf%^ zz_%Go9K0<-c>AvT`Z;@RNc^DojL2LFwjJ0b@L8=;V?SDjACfl_2Dk13`n$QnJ|5cQ zWaS4Jr!KRG3}ArSVbq}6NDOdW@w92eFd(o0EQn%M80`3;vE{MY0L>|v2kX99z%yN= zoxH&oZ6#4-!%s~^97;VzEX{IZWc!qI=BZfV7d5x&&NT+>;xoEy&s zE%O(gQwLcZNxmzg*3ilE@M2fS{=eV;&EJ3JZNL3p#Q#V)AaAk9X~efExkq|Azj^w_ z6e8fpc>BENUb)6&WuvtuPo?htd4X!c-5>Ae3~mO})A{A6=8DQO`}6MW-AtBX3>W(YgGet_q`k=$VT- zWmhL(ppBO6e1Q|v=*L|g>qy~7)J9UZ>wz~8n$f+~poQJzSNuw`_qhi%xyLgtMp z2L?1Ckv;U{b>Nj2HiuI{(P`JayNYr*Bq|sD6c0D^T9&9fW(9x2JQ8E z__ja81tA~iJK80d0N#3bbA{UWaIZCAyuMol2>Pe3cb@Y>UD@U8o|A?^P_lf4O_C2j zJaT;)KVk-~!gluzc6s5A`7N^h-WZh2{N#HUTsMT`Qrk{(UIIK`Pa5sOI6&Ud1TAI* zP2e6kS1(T!fX~_+l>!-t;Aqs?Z>1mrl+oV=_}$FmCTfz;T*MD-7j)hy8)49q>G2lA z`cOn6q&Tk)FA;8wMbb+Lhk(3z1$l3*I(+vGuI9wM3d7y*6gC!yaBH0GJGqw>#P>}c zyys&MN)um3aK$Bm>-aA_`(gj)@4xc4-~OUAEt4FXjQ8T_qOd`CJjZxu+9-2??KEu4bKnNX`5yt; zyr$42X+sPuArSGxy4D4uo@hQO3JE~Em@3YjXb(`I%C}Ui0W91qp`Aqh@M(AWG{r*$ zs5+4)Yqrb_aVPcY@iNR{J!I76{Tp6j9UW3P@5G?@9&=quf9`>3XYh&-k|u!iVO^5; zNhjcIHo&}1(FD@qAhNSG2%KidQI@)I0Bv!S+jMb4fM;NE%vsM2v}dlHNe~O|>AD|m z{qnKjJnXkWz7*cr8u1%@{CqW4sEwye-qS&YCT&CK*&n|C)`j9DJ!vPA5n5DYBN=RF zkMtBpcy7lx!>4esC}oY;K=&f3=Z#V*EGqN9U>d`~+575JP1tb-%8Aq(Z)PrNO&L|- z`l2dp3K+V20??4ODy^Bu0UT|&v*wmV=%b`v z*6`H;^!U9&H7@B?H23FBn8T(R`dN_1B!IOY?T}g;;~d~amFONQ-%ojth7_cowrIGD z=ADVVzR}%)J{c!8ic{Q0wn;=)wL{6^>^f@Gyz6OH8F+j$`IFc{zu|VP7r^% z=zR2yHjv#j!0qtj0@f1|smVVvpw)O^DrXm4zoE;*bYBe7(bd58h|Bf}5>D0=Ko<%l z8iZ{>LoraH#yBz-qzrfXyPQv8&#{uk$m3|td9_9R4t z3u5TW*CHB?Pzq{l`Umw62(i%WJE<(Jzu|Lyhu2J?>HJ)r1cM6Pr;kv)5XcS2RNMZX z-P+jmF&Mt{I&uTyIY;hxeG}l@;Ny2M;0A(tdv{}D0~9^T)%l~>9U(d$#~vRS2IQxI zIA_Rvfe%kcn>ddW;Ch(O&e$T@^%!0J57KpE&?6~u1Wyvk(p%QvoiKr=*ehz%CSrSB z{ms$;n*W=>|H|8b`%8C75_y!YzZYMg>Ru5}vO#+~XimqN%oG^zl`r50e`azpLU9Y- zb@{G2A$(t%`BW~4!W+`C>Cj8q{R!y1xUy!HAzbPFBi>yexLovU@c11q2qa28v>VM0 zA#LtntkW3iIWoebJj4Seed}rq7mU!GHep`8Ird0L{`u_OfKWKY)>5)`-UJHJvZ3z- z%24~lH6p};3ywd$UyVJ#4Sc?_d=Na2<#QpFyMf#UCRh21U23_YfUPaeCDITz?})`q zm$OG&{a4c-o(zShz}5pLT^RUDR*l{jQwHfr2`4-YIDzF_R8I6&EjVDWK8}Bm6N)dh zb28^*z}Q5p9AV&sA=OSQ^|QvPRqc9N80(Q_f-F__Za{y}H-GjdOd{@2wHGHi|Z`1-q^?Myv|WMeX@p!7z^hQ2;>mNj{Ko2U*{ zspUB}RR_W0VV$B_qZgc9d39S1`&=%x5t^p|KkS_eJXTxV|D{4Gl9^=AoQ##+>q0{2 zIWk3MOvpTCmU&i`p%Rh|88anGR3cKDGF4KBl6k2A{Up^t@AG=jd(Qhl=bXp+oX>r& zZLhu7`dw@7z3=56Ei*Nfbd%6+16T`EuW)*pH1<^P02P zf`J4M^SK3FGea}KfQEXKUxl0f_J zaVscz-A4B`Z^l0^6Gp?w^mzx^>yW4)f%}0C;z+@xn{BUNDKgVH;Lj!cf;qi?iiPIF z1{k-z&udHIgsw~Yd`!?7MH7Q!2ecc$&Cf_yF8Kp%m3kT&LLFq0=I{wlaZ&>e?q<1+ zssT5c7g7rOU~(8RHZQtf=Ey?ho2p!99Bxn#xN&sH0Zkx&$HrSy#|u#}NrtpU^`XJC z``XzQZooGrO{g!HLk-8Q_74#lVBTeN`^NdWfr(9r=|dH5AQ`2NQ}K|6^(o>LK{q); zFFX734jxVLSbQ(3*v13VA0BMwBhv@2TeG}8Pq|=7<QB_icj-WTfH|CNmxY~b3$5G}Tu?;$*`X>?6A12DNm-=vfpAN55o~zqSu*-cvZ>hZ1^zP^(q<)@wMxek5qZQXImgDaRSwe#6 zH^pE%oR43aQ+CUO@iWi5A$~q!E3~{bYpn_UZLdC79Oef%W6G8SMtzVx;ZjN$$OqHU z>Mh)6<++V~zHcLVW?xy5*b!;p#_zGpACypl+<(J31)SRameI>rJ! z9@K;^!d!U)qukvqbwVF3kA0ugQSfx#7+%kh8Ns`uyHfpsHy=3U)go$<3||?R;IQ`*2n42z$7ry?R^bzgHS!9e{kUtcRgeXaG4@yBG^oP(V1mSH zDMmQdu-=8Sc>v8PTE=YM(C|;&vD~f=%C_wEDmjRg$d!S0)V{G+l?n%_TvMWqi^^gcbHa zm5b74Qh@6pd#~@hq1O_GOPw zg}qV$Ro=e+93HGNd&p}$gMu1788GiMz03r%^+eL5sw{}HS*R>%UK#VID$}!-+!B(a z4gD2Eu=_LarkpTWN8q2{JlemV9mpS_jEvJ%1l)&JK@YivK!R~wI(@bp)(?UQr)&hi zkE`YW`n~qo@%MYj+aFzCTcT3Ood%)rRVGiez`2L_wMO+JKPi?Qc9vB`ZNo)N=PJ4T4U+@F^xDvI!h zahqL_%VJE3)V)0~n}PUyMocKZG+Yy-WO(K-0nbbH`uAEfL%8%S{@7l5c(RXV?C}6I zJaQC0@%E%Dl320Sw&Q>5Uf5?_@5a-gAz%s@aU?Sh>6{qo!@g#4C4Q7OlPI+mx2dw{c(c2iBHeGTm^UnE-Y6(N%UguwzmaismL%RR(M=}#l@wF9bU`QVR-2`fywD6rEN8WaKFt~z(SK4Vlu9X?FiJS}bHtPHUlc@}#MUUYE?ET|=wYhDx96L0grQ^CQi4QmTYGv(n z5(HAJ>KMnDgmB@AQS_ajz0iNaoVVW*AKnI3q&YN_BGveQGl2$vjN%5F28vHIa65MQ zJDjJikhcBZ<@?v!p|Yn=e6E)O<~=i0$7O{ej#iUB;KgQm&&}ZIuy-HGC#bXu#1laM z;p_r-q0g9t_g+DJ_K0G@%I0P^{z35SL3VNh0U|AIV-hV<?1)B z;Q81VbskK)#O9sYr5+$#?fmNaXLhi>ainG80~;KV5{b`WM*uuKAMtSR6NKh~E)^$^ z%@9lI?NqC=4?6J(CTKH=;Gr+~$;UC95!*E;uVi&@3>A_5q+Xp2__|V+%@DAHzcgXI z+6{K_n{QIAASHkkuSm*lYq9faU5`wBi;3XN5Zec>UHian8&S0V1_DT6(kt#evk6(e zW9hHuXUFhR}GIcIIQk^cG0IDLj@~AqtEPQbSyt1Z(5#Hx9U1`&eV_ z{|*7M#-Uqmj-Ed4Xnex(khJnzjI(C z-s66adryV^Bnicnl{Gfj(uxgTuPSvQHWXJw1N)(l{lL@aK6KpvG&Z68ErEZ)-1yY# zQ`Xo&nVKHNUWQF*NiHQe=zcxkpuO~GQ`4p6jrR6m|FB+GTRS#%!-1prM`ORX%gox0 z!0eR6*M{JH{UkTDkpa0SH^_kbQbHcb%)!iA9>+h{%r!7p4cq#4iq*K-BcC8i9LnG5 zv%g{XDHD_TuZKQhcAcQ4-`V$3{BI}`E9t|xuM5le@2T=1svbEBjU?VUfwr(IhDKkw zhgnVOwHFts%RPxuJjMN@jBzT=-kTRyKkOVqZ%=s=&+_!H_?op^dH?S7Z$1=j6-j%e zpuNo`#IFZd)vvO(xSULTGm1fj?5c7CtLFbzpVE4Yiw9~N(QKKZ$H#)Dura^p`7OtB z3n#3#_88A<7#qc4ARdtyQfxe_XZ5wDEm85xf^t6u+7WrW34RR}q#vM;WWJFsg0 z)wB#)s4`HfW+Udojb=Bu{8+xV+I4@_c?;!WgTeK2$S&|fX@1hwvL5(W{<8gE-N40L z;R<@H$f(a(FH7Uta{lk<|J@0iOer4gc6D@iKG5t#N-5?MmXD%;LkKyZsi&J)<+da8G1*ST1?73KY3>(>nx!A;$A0_APiJtl4T z+s8jkQhXfmOMS#OR!xyLP`;|3%7hYAr!)t2`uZF_C1(I;r;DQECG580qZUPns?I+D zKY#wwZ5VuTjO_#>%Sw&r$@uO1-L^UC%s!DvTH9_!6z|GhRe#WVx<}#MrxEV?>B5l+ zpH=h!Uyp~?>Kna~ze}-2ABAqiEJQtc_)pru{N7)-KT3U5Zh9*t^e`g5FE$r$Vfjz4 z|B?UimSS^eG@#5CM_cl1aPbNuy%aLs;wE1F8!cE5iIQ^K~qD`E4D3DFOhksNJ%YU5yX7(Gnizi8uto}!rfp;tW zA2(~4<+^}JsFA}VqrmFgs_#R7sg0926)I3oXC>}Oyr5O{|2iIj@A0NVef7C27Zm(H z;7v#IhE?l-$s+QoDrXMEd0a$358?gC_5bhn_uBP;FAsFv#ZLEOmp$cOIUx{^#mxV` z)UBym^T7Y_ffdu>rlxDt;Qzmi{u7Qa`y^|-?PWzhod!Pn7=Fy0&#lQjGqjN3Dm`9b zzWVMR<|C>HA2Yu|bw*8M;S1OQ?T^j$?!)uBwZ~DCFq8ep`n%u0)-c0TUoP9FqknvA z+gJWR9gU(WPi5@OXZ+S4Qdp{e+5TwDb^jWC+%i#A z&fC_0Hb`d0*Fef*^4Mm|7UcK1zEq{_@(O*<+*uUqbv-B%XOvQ2p$Mt8ZhC%U{wZSf zL(*IFR_6av^BL@|l{WhkG+>{kUGOXwR?Le@HE+58s19 zlV*`u!XA2HwCq&#ZDmVQTb}rXffSZ+_0z-Bb<6fgDf%T3bFQv4LX8cTIU3Ejn44xz zF+$v1fSNM;vl1nCHIsXUoXgWr6f;3kQ!-S5UXfTw1&p^Kl%qCIXj6>xB6??A?%zd~ zle*a&_UDoP=l-tLzL)4k(8bF)(pTOuKWhH3Q+FGye9RYwQ96U~B(sR;3jG8^{xvS%Kb z`|67F^JKaE7FA2pn|oJ3#41>?&~qc-@x@U6Gc>hL>%$L&pF{F6uJoFtHHA-P+0g zhQS51FL^Ki5np#Cdf<7N-~1cQ(B8Axn8IUF9Zr+L?bL;DdX`s7EZZM-zmhAV823y; zyzDY&g!}SW=r8uZ+?2&Kg4Xwn+AvxCh`O>|f(4m5KA&wH3U5mx$m`8UI>c^r?>g@x zWrYiE(ZrD}^jDl#sqh#uK%Wv`;dVDSuBdOh++|DO{3$_$))`q)4)4&3c!vq%qLE6I z*@L)@0)>x{xL`gjjuoaoc0)59+WS0RKVW2ej|Q6?1)}{fR#yU;@R#d{Z{;o9<>GN3 z3^P2>6-z~BNBkA#-10C~Vb7YFB;F$a*AjA~#{For(U1u5%_~HlKiEi0a0}hL^m6?n zgIGke8Aa2d5JgU}qDKZL?xFDqymF+Ni-5B8;GyV?~ zveM7Uwi~FSF=-*3_Y_4d#tUUfeYdXoDKvh$XuZdcml!vK2Hr9{SF}IQ+#kEe@>_m# zSgL;6{%Fh@BIQNH%MNHi*Ov!JI|4Au>o7ER;croq(S45e7yZaUol-=+<}Er%-zu`B zs0NwcZsFi0Igh+F@rP?ECI4`}KU%hwdaP$|hjU*8(VDUC<(V&Ap`TCA`-^S1HM(-` zL@E`*GYo_2T+35)OC*wH%XrzX_gntu`+nK}s3qk|>LhKdHeyO(v`KC|xuSf#!pq0+ z8azShVX7PlHtLTIL#cBWUo+}$^Y-3okcZNr?JX4XzlU75%am*wzxapyV?S@4$2EO3 z^rG2^>-_FzJwMw2Yl?sIhFWRz1+;rTo7~;I%kTf?eqXjfuIl6#eqC*&f_9ly>9{{S zx^rkrLR`$QFOv1(|f?Y~PRhJ`E1vTEA?+ zi-|B~8{QbofGixZdaD}pVp1dJ+V>igLEco>TW4xvn5?{HJ8yXxJ#sYspcr%Rf4x7y zH|&p1EbCsj-%Gdiaa#00z=)_0qsY@-m=)vyd&Yk;(Jc_3OnS5uy}rO5NzwWON zpOXxyO!blO-i7k}8~)kP;QzewdQT@mTi89tTny#N>Z7Iq-TMD|O>1ZVj2@8P>eVS- zH-|YsQoHf{)~O}zuBgrr@@I%95uIETMGWa>Fz&e+1C9}&rlDYMH7!wjT};= zF~m1*ZCa@3!P}F5r#2^}MED)?Jucz#;IfBn(;>B!SOVzK^#fuykWFXYMQSAnqSSu7 z6#|2xI+*J8f&2O}^4@Bm4I6QeU_flRSV#s&=8|~LyLW>b6kRDW<^-=~PtOBe=h1t| z&#jjQucCdyGEy&`{77=A?; z6-M&rz_omYyIHOA1N}!#z?-<+pD6KQVnKzGTKP0Ob$aZ)sQVX0Ff(&A~5Ouz^xRkS$^X>6M$NrY@$Try#5Qaq1PStn1U6)Copc9@#nfm~|n= zlB-O;rCp~yWb(-r>Ea@G3cQ;DV*EuMhnpP57e1dBcCv}=u1*X5HUOnO#5`B z$r+urzj=jpcs+zk>mE#GUYdhp+&uqP|FZpAzv#w;m$M3j(a!Q$?}VPjWBQJS(M2Dg zf!JHT`-(8zCHVNZwYn&#f$%d62YCxOuxEeV?%nPR593Uy-$`l1OXbHTm3GN6pQEo5 zT5kjQ2dWOdzYz>R+!?~00qW4d_*vERusS>=(G@bLI|P`-l(vZti>UrZ`1CwUCYrYT zq~XEckM1TfQdSrGq3zM6aY9@B&^|!{7f%~?v~UnN#jAT9m4NOTIx0$b!41|$E@9Fz7NA0{&law*d#Ry{XP}%Ps*BbM+{~1rrF6sYff7Xx7 z886=08i`&iV0r$bNtpdix97&Qrl2idBxy?%odiqcMYcN{*FkD;2LnZ#4-k48e8_m? z4Rno~Y=MggAawB)O}}IY?7B=l!^}WsgY?uUWB#eeDuHwev&B$j-$z%d#@0(RQ z4;+T#x-If4x?hkIF=pF@VkS!Ev{`4(J%Xlj@j5fhV~`|`kmLn4hFEZER9~tYqrFn< zRl`T;QPf+pUYu*zD2AUSq?qUdB8Vn$GW8=u3ejxas2)(k!NpPjASQoQa{E(wfd~a$ zH`2Md7`U`F9V}R+}$>)&oU6pr^L0fozKPmg$e6{FjaZUy#Fz@_Z>`-PKfBpSO; zhfC7rK=8fuKK@aD;P5E$&L=ugAj~YAGVwnQ1KSFx8vV~h*87_KKJ}JBfO06+c3p;P z2B`}S+!i2SD=Md*p$k!}7dKC)$b+;Zjy+Wd9#{}LM&xX|iKsN!d!MTxM4=TtH(UfG z5T~YH#aWMOWD-YI6rpK_R2LrZJ9hgEYQHE`96xM}l&{dt6PXrzn8A;dtStgG+M~q&iby^)K6>_4iNV`|jmUM~7XX7L|n; zU_K8`C3cOBgHlSX;XNfP3E>(-7gsDHod4c}lkNRL$ZlW1-Di_0V47q&pW_^c>pS-y zGoA^8K%}6a7G(e){0mu5DhZ%#>O9NkXAGQ-vs?C?DS(LEM28-Q2)sWk?#WI_2~WEw zWp8TLAi|e)GaIuPP?niMll#`oh+EXDQAcbMmGqwRC6Bg6W-NF(WQ7DkA8|-y$EZ8n z&7B^^5YUF`+Gr%Eb*T`{GR0(iGeHx5rlh(>1lk;L^*rV_1zZ%c&3%)-6zP#aZsM!{ zW&5*!=?^yxDdr0he%Xx&dQmkP8&Sf=k9{BD=;MaKI~yq^1ftUX{b~!q(MhPnvM>ZZ zB@)O+7Ca%#1Yg5qrXFhEx5tep(v=_iBQX zEW0ae+x=zyEj}f5YeiIxy9A?!ky@fo10;!#CCL~;?X3lDLddO#Oa+Bi$%4i zTIVoC)NpB&xjUEt(r<7oG2>tLFWaB>FHG**l)JwYHSZt@`4avRbJurk@4&$kc&_d6 zCX|~@0+_O9%5#c9kN7zIgWKWQos{kKIsRV2Srpz!&!LNr7=5$V2^(?Dw3#<`EJqVE zGaO?+o%07W>LcXw*ocvKder9j8eDLMOu5m8nF^GSZGIU*zz>YMw}sBSbRsG%<3@U- zZQy;Pk^SPEGDMu?nP*=@0(Cl1S!D}-5j$obZaFrBIN`!Uc3rj@w4J;ydUmo81(eX( zwk5Nm$~#Qb3WPkMPx0WbUVZ{9H+2hmuR#NE=08*(_e%Tv{Hs3m;j8{-`?LO#bL!ch z$rUJuHi>Sl_XEs(+k1gK-G-n?ukhhH45!GnB9XtA@0bhMQV0+xbpFi?CU-ssJ6ClsWejp7NeIJ@Uc6a9k<;`BQ>Q2 z2D?S&;stKVm3T77KlB_0H#WS><{||}Zv(?7>SBa(J$cLI5HXaN9p9vN+8Y%Glus!< zrUzV4-$S!IqtKp8!jSF{z32dA`T^cE%;-wmeF3ufys)`qpUYzQ1!Vr=JzGl#J;rpv=>s%DP%V38THbS(UT&N2*;~UUsv!d!}A(qGxK0HUM zR0>HT(_JhW4fKSQdK*4^LE1s@8ELsA5XXXp2`X^~scQ`1oj4Eq3G~+I?nwWNP|4u;gH&$k~#K4E-i>Jg$C5w`zUzRD12v z+jDWH8T6ZB0FOB;px+De=tq1!F8Ulns9wv1SsHYLk;>8JJrA&cblJ;6c>%2-C9Ij> zPYc`DQ-_ugFZ~Ajb42)`wf`f%#UP*E8vC4}=U}_uIFOB@xaB^S!`Tl5T9OWw9QYC@ zR}Z#Ns+GY>35G92cCoO-Ajfr&ju+qE*+O`U)^6=1$APm;@b z271M%K8iE0jHqlcMJ@Q6gai&ra0fJPDM!NL<~b_Y`;p`oipR;=h{{8e@!ge2$FRR~ zgj5ysnxJh?ydz9%^C-cYf?^B44f59`(cBTzj4WSfW@c~PhNKAhtfO(jMpPEa)ogK3 zL_+J%S5RQz2g9T!feVvM{r_`BgLsB9p`Uxjjk4Wl}H??IpYZOuL+<4T^%@|2fGa36D z-bekwc;6zlG9u}(`mb@A8{nn+ zAiFc6C%t+iF|xPM4wWBz0c6CE*`JLzNU*Bh2pP_-2KBKPn5(z|q{j2a(>J|=q{gu{ zZ9O)kJJnh1Jx6RIHyB4k`K@#E%JX2Dg$PDR<8{W$n<$b;Xe~#$) ztNyM^J70%0_GsG>OR0#5ALc`|O`+@hRtU?gUzg!O4Vm?b%m`Hg-SlJ()9Z5(LwZ*| z_mev$jl><5GQ&pTu~RR-QECO<3LIMZQ=~xf&aT{&AO}d_5bRf`y)q(Jw6-yqaLzlV z{UmaHR5xMOh*$<2lGo#vbt8_)yN*RVu8fE!dUVsC=0Q%-iFjb%Fqeovrr0^9o@0QG z5lD|2ZPoulk3lTTZhCVJ!ej>j3{%#t8?$6QWnrlZp!X* zh(+^u*%I=DuJb!@ z{q~3q&gaVb`qLhwm*SO~@5EO|WSA^f{iqyKj>;YpTRHDuhpyo{koQm016Q?%H-~sQ z%6u~%ykJcTvT-IIfhSf*WcXG8-7ZBXPCpYwc$4U?*RTU7+$?y$qwo%#FRyUndD0IJ zFQOeJ>|%g=S5JvXstt4~s_z&0q75molicSxM8T$W_Nw7NERi`&! zqrSw_zkh!wn*XZ*SHfk3Q^KX==PE!cBgl?NuLF2hO6R+c0wJL^x5#Z^bs}(oMn*pO zlnI#ZuRibY`M*yDcF-lq7mp@|#DkK96T4O?0{^Q2S3(>Lw7OMAR1B5w$K2hqM9oHH z{J!2wH@I*;Rn98s&qvhM857&Ce|ZB)o%l>eLb5th^H=@961=iwbfuh2Ga-2Eg4gW2 zDhSy!J^gUf44l+gHK#zgsh_3auHWsQll#zgtonJDp??FZ%rRZ*hxT2Hi|Ql*ouaKXKTlHp=;%cLkMC_s*$>bt3&k{sarQODju+*kyyL9xA&$!BFyW5VtkW~4X=k)0-sVGFv*?Doqt*Djx zmA%gTm6V6SIu)h#Slwdb{ypgUt9jjKfmbNxJ{R6?k9PEDr=lo+AfphM5x`Oz ztdj%!>@hVyRndG^B}mA^p{41>@~&ulSW>%ezlp~h4b#_6C1r+4e}@fA>80OJMX4Sb zy{j($6qUJ}Vzh2vL*??`?VZ!l5If=SjiyD(UsvS(sBQJsZ>6H_JDIg5$NChq^ZYzf zcD@_4c-Z^2#H$MQnvIU!fNpgvio=8=y_L5IGH&l0T%Wpo9CCr+x zPDK&buF}0?(uLL`!NE(I-%my1efQ})MXx4$ucRR9_O^1x^Ld!`4Trk~KeFk1wAf&F z6m#*>)mIFyS%~5q&0)JEMBn_sOhZ|=Kl&lF@a@rz-LXjacvi*X&uJ^lUyX`l)f9cB z9k44pCv?8h(^UN7RFtP46K}-YZBS9QOXZFB0nEU&i@Qz<3!^;}IRSP;E2$_K3K-68 zvx`O#wjB>RJUIVN&+=~gW&1;auS8uMHdrbO_(beFoXb|Hq73k;XcuVspxQI3+*HR2zUg14 zp)A|)@^KvRQ2TDD2t(aLwAc3Y{^wCqDvn-vZT56P$F^t?hn5Ha$5Bys(zOWFW*gp8f3~w1Kfb#9_81Pz zHl{67d_=n9{r6{U?;qWsH7d#wZyL#%Irtdx!p5X=hs0J3+*q@xaZnqqLr4{D1()syvA?N11y(F>?+Qre z;F-a$YvI&EpdBJ}_4P@8D6DKO5%Tv0+5MYqIbIzE&9LL#d%JdnR$9c1zMx8f+leANXtIuN zRz^MN4J&jrhR`*n(HdEP1o=LG%$$-@fZ{W2<>&5w!W?9T9b1nP!6p3*j$}B_XpcP& z(TM(fpt|#cIO0ac*I9sN9?G))|He#ef4ckKAe0pA{~*I89#i)~HEa9FY0w~)Z($mu zm)JgE@k*ig3g~xn=DdIJ3jG=*)KbV5K8@#;)jiRI{_RinY_=vtM(riL-N`m!ddFS+ z3SBVt&F(Lo6H$lMm>bo!J!U_?oY;qIIqq{ArQu4Dn1&CEC#w>*wZCpEWaG9 z%#)ph9q@%N&w)-t=40}3Qf3ycE9{e&Q1gL@CLdq8`FX?EOzl0AJ_gY0Yg{MrIUTwb zC!V!CxWI9lfQLn0*!|OoG?~YVjiIiZVZn5Z33!B7Nj-zZunXQ zJ!zfn)c7=v#Aqwn)k|X#sfT3onbc9_B_W<$yWJQ?juv0ZoS#E-?GYCh-L26b?YYUF z=?#cK$sAK5K!hq6s|UGAso>tB8%@0FeyDR;e^@_@9OUZuGaT(m{M!G^Jd|bobN}OQ z60EqYkbshfs>5H#U&WjbA8am&p8zU9EtP?zG!ltcZX*uIZve*z{!0Sleo*u*`fTSh z5776e+S*EW7?`(S|4_+u9;_@E%s+csLPuM{4D*Le5YAn`(SFn%UUn!t`Y7wdju~FU zAy;|uE6x;I?}!JlK00Z1Y`BSxw9VeIWe%d+J<8QJyCaaT^*FW8#%Yv#e?iD(!V+ob zw@g@xenGE4?$2huV~Z-Y$oYfHTG0^SHo=c76ljmvvr__J=pc@1FV!c4AjD!J60P}( z9Aasbe0d6&xG>8+lx6#~{*m^rsh4uEBGrST`&HEnFuGf>#$8Dq2lg)p&xJozN|bT9 z(E2pyLB74QOp`?*WF8D5Y(4A&Y@f>P9g?-N{HKG&wHJe6vt#vbPgw(?JxctcZ}L2( z;bviyb&O%8mv&wKD|y%xG*%qmAq+MBL$a?wP{5uh0)hpN8ssq9ZKLI~fS79{S_DZh zBaww>T!q2~6maBvozoFpWUcHpp|zg?c%KyU=8j|)P}jh&e|ywKd6k)kEx44 z3?^S7`{V5p*mS))e{6>)gkAA0+_qf=M)}@MmU}Tn*J9|2yw_}?W_ZYPs;C7~xsik) zj3a`AzPqhY2nta1r_G)PTQ|aoUapU_b1uk}bIg3Gk^(H6dAdG}2cyWI!(=Sg9f*mt zH9w@69?e_u-{WX!gT=z$R^68|NOX+nRGA4CTuZq&8O6Oi7sZ~8dZWhc3WTv6C}}f# zh-oiv#rGK=hF9s1gu&~`B-)wOWjZyAAgKH7<82nH3q10u@+a`gsqo9w(e2Jw#W2g%bE?y@^HhcfpVo zm)~2JPL%(a!biQ44D8AJ@SC#A5ZbgC^B{r*HXHHXxt8OL7?aioHEd-BhF;e_RirU! zK`cy(rm_z`-aEU=&z=R5hfQ>n*mJ|-Tb8U+2NTdjPE8nJ2{oiYI&HLrZgnoo{6iw4 zy@nM?V20GZ)8qk$w!^>n0nZSq<9p^LY$cU&eI27TIA09sV?~Xrnj&GF&c@g?SzbW3 zE^98}fiActzKf{X;|c6`6@Ai+YG7PMxw9qT2k1(}d!6`Ka#2o2iq90j;KnjnHT62W zpQFG7$D7lqNMQc>8J4FVMd*y^69QTmVi3yos_HfMMs~fgyx(7@2eE;2`~K}w$Ve_S zaQIO#y46zpH1s$#BIxhUCv)HhJK_F%2DJ-_<0Vb@=zeMh*1pV8T&=Q!*QcG%bp zcn?Hph{48afkFG37b@Vft$VWY4B;8Sb!x4qLD@Z4ytV;6Kp%OGj^jxplARU2FZhfG zhQ&*nIf_^3q8yfO`x5Jvg6^$$5N9w7v!L( z`G$`_5jzO>&&KNwQNXszx^?CwTOg8iOIJTpIm(ciPKLC8)R(GAD2C;tc)R+=I+Kqf zy-^PGLxd)XLI3*DNy&Mn-PJ@#w9y7N>TdJ7?a+*jZ~LdeoFGF|q`0|u{M^90NXz&} zJ`tTwHM$>qjUMtE9=jSmU7d@vYtx5Y9PdIA-LByJ@XHr4=@jy(s}H7|Z`Riu*h2y2cP8FC1a>9O;=;$= zfNT7|l)c|dF3K3ups}6&9CA8$cKg(qt4KzZ$Ik6+3zAA=Ux)wH4WTIpjLeN*G~-Fz zJ9I|_ney&_Tc0wDG?OhmD_o7y)YWAABg*&DohjneU0y`UT3_`YMt}!~wN8W!NMA%5 zj>R2k1Q`J*ihT^mmbe&9%z_!JUU(-5N3PCAp%EH?JFj4m zzLaiSbk_32c+;b1zIQF4HhIdD#B3UZbS^~X;a5O-SUkgns&impKr*`ikvmM@i?!XZ zpaTw7Z9VSkR*+~INxJ!*6iC|5P;1yZ!0kLa6D#SJTol?qm(erzLnwoTLikDO`4wCg z=ZfwNSMNSSgOQm+r#8!=QAW~CM*VKY!(OaAv2P_8h3j>D#at;TB!{qQ+hOm2+-p^z z&+cV_LDe9_OA|}6n*KX3%Aw)c?-)P=yIPx(fdA?Iw+~@#0H0QKG;K&Q4vH4!}sP#%NO2zK_bMHb}z_3!# zia<3MtqZ&zOPo&*uMemshV1$6Toh^ZTGgzYI%wl5y70LI`yRahuvzZ#W$5=!-*SBa z8E89R)X{s~1l}z0Z82Xb33~|NS{8GffQ3mJ3yJJL*s&}4IbMtvybJfXjmrM*T$EPX z7#d&ghX{{hpT*2JNrbtdn3}z#8L6HWeQk0}3T+DWsCevBj`nWe(71tR9hyIA<3Mna z9t<}H3bty9WXRwEhF5Q@4!J? zA7houeo!@@8Xwh<0UvVDkgfKL$he*b5YuzkL zLlcU$T9+@%qc^tvm~Mw^G@Q2JsPtR}G4Ni>mVDKU$}FZteEVfl-xnOK5V10J@}T;? zTOK%Q(>03sW1JLlQnndK`B4CBI>9EkS8W{-@845&U*xxQQJD1k!$0{}z&VMSkb?(0 zV7=E-gRRnmuq8vGwdv7HE{eYEk!uM(Iv`(q=fLHMyWycTV-WY42^`T*_TS?C+qo!@ zUW>X~UcQa!G8m|~>xdwg9k)~q&p$!|>51FTOC^y~N_{+k2HM9F6RY``l9|AhTf9Ewk{e6ZXG_A)n+S#SSH^7=|Hip)aRNh+iX zbq3neQslfK<;#7GV!u8xzUHj8VBm%a&)Ny1u^~6<<=w-i&`-CX9xU>GKY-*CA0q0`~(O#F2tW zH``vlQe>uYz@JO>1=D>|HF@gX2C!8$6kFKngan`9tF^FTkcF3LW3!P6(-jU)FM zZ*t%BYg`ltnGRunREZQ8t-a;jl$QG6#(k;(m+epe|I;jZoCf*2uV+HH`~ak=89Lak z;Zc5a*xx+4hDZ5(b?_P9Uu-Vi;y(|M!sg6qK$$C!w&d5~;x(+{QT_^J z{*P?q8Xjd0kFthGS;M3JkkEkAe%=`k?88wN8FDxxXSnZlW@_c=7$%(!W zX(U0vcSfQk3G+w8QIz5YjY^eTQFzgV-R>LzesGlgPj1m&JG=*Fb*T$~QvdC6ls*OC zT+#UfM3B3g`ilE4q|&I)mib5a_pfE8Rp=%LV=1py!+OekwKbTO zcYUHA@#hfZX^#hcn`XXk_F{&m>z3`((LX-zx0n(&Gs`2Pt{OG<1>F^!!~X1Wln<%J z*vK##G-(!jCG4RGrjKAU<%?ShBHmt0AfmB49Hl+0x=fV&C=!rild?~;!`w7$iV@=8 z0@RezpOq+Cpw&G>&gE$*ikTp&DH$q2uSl$;0>)bq%2699v?<0eTkM@}xqlZ`PU>cB z*q{GDhoi(&9m*@Jwnm2BQ@Yww-I$Ed_RFy@l}OOamXX?UbvOzm9qTSZeow@1#2(`Q zWF;J>%}XivT2&uvyTsI^fBeq}N1^7pR!>E71nG8fwL1B<8Z%~s>pk-*3+;H5=Y7&> zbvVkbDE-M2=~yIwZ>BnN-PIN2e>FJDjeN%!L-o(l)HbaXXEgHu?QoR*BH146O|ghA z5I@aYb@7{?WhlzB{c-=3lHkeeT}?qr$4n%c#eY8>MK8C7U#BJ)?W)7!-=WfUlU ze8dIwS#hi|?Xer0;n3da>G}a9%X>7~+$a$3cd@z>z=XeCKYS~9*?v33!BOHJQljTh zMPefxUFrQ+!cm4X6;g#bgXqBL+65byGIa0K%k_s0ViCz^6it6Z6gj<$9vPIlhsGc9 z%8_C&BL3hLWb4ZFP^wgCV~D5ia{b@yTP^W>;V7L|j?SWIy$}iKz89&FR)?c}s#Ug| z`Vxw0UU-jxKKT3LD8!PMcY6ggP)4-V;^`+wzghpU{*je_Mz-BR4UI_);k>6PS}|TI zJLU3jfc8qx5Gz66~>1L9G#E zoT88Z^WZ4Pr^rKPH;N&(Ck5@&+hkYVUunbQ>G_S*h@ipm2Hx?fYjBhwkB&cOY7LI^ zUv>+8`|Gm(p2^O~Y0>`xBceKtB2RN+R*e7e8UMw^8XV`Mt4CEESV zGmVAgVU~D7@5zJ}+%{B*e7)TU8YL)-@2Sec+@-?D2^v9gjmcb+ElD3b?#db}4tfIp zrv227R5B~jDAEs86E44-LsZWTXkPsnXq3QH+H}UUPf?qe!?A=CX~bG_!=j|)EegAn zkYaDHi)Nd~D$cm&BfdmiL4kE2F*v>pf#m5M;WDmJ@4oe?QDTIN(GjjM$ls$maItQ6 zG>X2$f<3oo5V|Gs`OI~SSj#H`0t8I!lEzMxy+n64cag0 zs*feu!N*S7>^M(F*b5>2fV3eAqk;E5NhGBeG9)@}WV+MBma zC>*e!!`YMuGm6v4PI0*b`&}Pa(iB&?MSFWAC%rbXi0k&c?M;Rk$}E+8at~!hxx-)pts{@UI6OL9H7NsN5kfPYWfJoW|E%^vCQSc=`!4R)LM3vCT zfAF<0nxE#;9lg_wPK`VEzuTpbI4rGwYYWCvz=LO6q>UyhF57A3GeZSpzp!o71F}U- z|Hh$s1z9qXB`y|xE#Za6M!I)j;Ub2;ujdGKF0PJ7ao|Xo_UN1UW!~^ijlPQgz5x`_+`u`xBLf8D zOJmEUT;L_~G^TS)0(2@}Pw8VdhFSqhfnW*~X!a9$#vpMRBq?5mg-d=xlOmbQI~6mL zxQ%>(IL8P|s+`D4E{{R#wT@&9k46zge@IaRi!n+JxjytrXdY#lGqN&WutrZ0JPiJP zuK}^}eN5_=B0_m$9D8|fsi1y#y}+>nKlDi^v3+cm9Fq4(h25fELW3+LQI_q`{l8C_ z`W#$IK*h!9MxGR1#eBH$GQX~R0#uJEFs$>Xk=U`W>!d~b4KNkRsvtJ;1Ggj`+}Qgb zaKwgNTuk{e%wD>mm7{$glnfWv`CYLDX7L!0IHwCmd&&K@ zljUKm@`L}Acsw{Or}sXH;3jfN_sEjCF^G<(YWZ|y(I`!x=eg+BrjfTa-smO~D~HtF6-^r5`h+YgkSnI4Mm>}s#!r{030Vc9hj>oY5m2ob5P4jlx6#~epa=&Op9|@QFdv9)54hoOm*(Zh6}ahVADbp&9{?E;$kyR zQ7%qCu#M(Keo6?0U8<_F6ZsxMBlfs_xKSJUuI1>3*9O6SXPlw1sR3-uI($!uH33Ku z>3GnbGKPWv?H1|=sF79q#Ch+YCTfsMzCm< zjs4==+IKFZ4Fie})8V%0P{zKfVtWGcWSD6tsBlN-qgtNzYHi5%%*WCryQq*=4{Oyc zV1j!#_ndD~Mxe>@@>`k#6wu78WSwQVIvQnYL2l+E96}hqXk=52Oca_A8eh zhMjzewjcf+0*4-3pCXXbghWc*YZaU#V5d#JkII`FUR^g3U;l*-HbsAwb1iQ{x$mij zbc>0=;Hc`oqRj>9jJ*Yi80$tTx;;1PGVg-yGl#;X2PvS}brF}>C>Z&_K3aTrxC52< zDJNXS*^agZ;+?IgV+W0moJu_eu_(;eh2OV^3R(|JioQ2o9gVW}lfDo>c_lhFe#A=B z{UJuIBDznEX#`M09ghJ$nFMtY*~9_ABA7lt{fy~+IA|uBo|8K11qxa=Y>OniAiZ-J z-$5&H(5cP4@y1URJYSyO=I`ha^6&J9H5*jGM>@yrq9G^Xc#l)mW6>xx&o`B0I(NZ_ zaG#O42AwEHxG^wokPP~t?3awGEkn`=I{CG)kN^Rn(G}l(U*vJWQ1}G{BZx9*^()ZE zpl8C z&y>-FPu}~DNvu)GG^#jyqNf)zuOFDlcVI@*tyvG^(|O@8;~)pV;{}v*(z<@&Bs~Pu zwz-_5UP5F1cW9KCpC*PJF}Wxe&%A-jxe`O2HgI+m$s5Sr%b1u$Ml8|)|JZvIaIV(w z|6j_GIb#{h5Gh0oQGM=(WJ+d2No0u3L*{wN5SgbmDr5{rGKElvWXx2dOqnv3DSuDS z=hSsP*Wc6cob!Foc}}j&UTc5$z4yJ|_qzAI_iIxKw;S{1gG|tX@ENu+C|3aZGvPONn^Ko#A>cCiSW`&1tF+1O^ zpiwf6&%gh|#SG(TB3RE3)F9cZr_Bc=Hh^ijy7;>lRM>*=j(qvpFKDm+LBpljR)|io zx1ExN6h`E@KFqvvMKVq1?$M8B5LE(2m|uxAJnhp>xd8OY>tKqPvnwO-4cw zbuy=Wd>hwCqmT{0I(8-cI`V0&SeWTd!;BSmce~T~!VCD5j#xnh`FL_9%iwDP{cVw2a;J;XxY_1&SdapwZ4kp_rE~)|g(h+xGMP1K zl!sPKLho_Op^3$=x14k>8ij@+D{O{$92M`!Z;YqYLjqhZjrp<*D9tEVVn4nGIztg> zdMIU9$XVzaUxo-u;6S^YJkzV*>4IowN;rG%GJ z)#oo+xANmL@&pu@2$;IzMq9DxfF`ae_tkd-%kjnVLTAiM@J~FE8aPr0&(9%;8Cl6530a zk`=ijZ0O_8587AJIr-@AOtQ>?_escS=jPQ9_F$1HSo{6{Z`YZgM3PufRG6*&{8QHz z%tOt3p@n^~VDM)7JsJ5GG)nagy2Q9r*tW&mA}lo?I^8|nwC{Pqp5DBdil0sc7Zawx zNXZhE$Vr|~+>wO7$#KD81A8c1epP+j_xGbw&@!o}&Y3=RdAyU`(OwNb%`FigimgC9 zo|V~qb`zo)`Y0OGFWeAnM9(Lfn}7_Q3hPe$vqG}W%!S3<>!VTL-zR)LA!mamrYKLi zub@$6s487IeryCCvb3BIvrlk1&~0f4dm-G^wb(k+7!95u4?AnVb%q1s+_WE0Y5=uD zwkc)$3JPO-Y{@%D9B$XVu!wQD1>TpFsgZ)OZ_++`36Lk8JJ_XycUfzbs?|L zuY(czn6k{zv;H_5W&e^Fov5uIDxLGWLoj5Ek$AhT<(cvXym#z=yHwE&U0Il=BI9tF zm~kw;8D{~X_2O=aET}_rgKBa4E+JTG8kJz-*MaICmE=>Qf^g_e#$}ZmLwKE#f9=Sj zKOc?Keo&`y@gNQC={eMS^VRQ1qtqk^I4*@1LZ81=kfM4A5E)WvW-Iu?__mE>18r;3 zD8(^tC-^^TfZ|<#>71s0;HiPfZ#|_4NAB}>-g5qNG|GEn`g5L~rKn7D;?=%}wP=*v z+e1}8Rpq1V&dp~-<(DxHyWcs`_*1}rmP<@wyM8|!g@rTf;}X$BP~IlD@1*ieuzd1R zUVH_OLOaJkcSeM6|eBJ{;$y}{1hg>hVh%=K$08LB;iGrD(d+$ zR%HxL4;(tG{_OXoQO;cR^{^N-f_$Mkdu6%59vX$nX6by^$4S(#J7hzD{U;jbcc4*% zD8476{A7fGf0+2c@Bd_?{BPy>Cllo-6XhopsTKlgz_fICuPbSJw zCdyAH%3p8G^fRLWMhpC8qWm{n{b!y3trqzHVeqdP!m&)0pBKXaTPgYP)cad1%8y3z zSEHib?LN7XS)q>-1XyhFs>^>lv0;T(U0Az1_OGGKhiTb?W**exbt=9~K@8LIYO>X8 z<>QrIGvk(i8#>Y7jfz6YG-dOyEEH`Qxkmgc8cT(sfK|m z$&Z3t%&z(N*kF$GKcpHyo`)>zvv&CltWQNzNC;HU3DiMi`;04gQ~!P{iu!(wl=Hc7 zQCjA}o&DCUAFKP;+t&BW>xw=nJ$Rw#@yEOsZ;MML_6b*9c{K_`#&SB){M2^;z&^6phJk~iu6eN?gqbG zOGUA|722&n*@FrT>0;*$|N2yvQ(mdE+H$Fg%0*}!d)4|>6n^_=s$NV4YM_y)d-VT6 zMY-@IEWI6ik=V4xGUK+wKb(qUphfX2=aCiqxW#8lU*;XAuk|XgxqtvVD4OAGb-)4h zNXpErFU0}vBHbHt|I>R+!Dd(4PPK59F_10zARbGFz|v5#_FMiNpVxT43%QQ`7B=+d zv;Tf7iUx_3^l;}>B!4`MTsFY{IbXAFj_Qy=eupc^qS+1pH!4zcNKpN=l4=k zZd{RW7d}G?S+n;B?Y9c7eAM}-<$_5$saJm!=@)NYsNT$jvd4o1`?oNQS`m1RzT=4ku7tQ2yAKzj*E=+>m&OA6 za;K?YNJ;}?gOZS~vOko%y6}$2pN4{jG-C0gmG|bEEM14`*K$$FPD?mY4b7u|YR)5X zR=6l40g|&fjXF>y#gbZOzB>x-lsZUn)r|VyQ1mknNuc6}D;Mr|4+9Myz>#E{af0(=U0>m%gpG{acdl?z_~o)(C-7GI8Fz#!Bd*E71}X-Qc6=f5^E5hPzQRSx zjBGr7lzI^z#+A@5T;ZaSwsRC1uUuuwWR#jGU*V!~>digrqwYd`9*Twy>d2!G`do&C zc*Dr~xIod;RS$DAjA4fOQK+I=5b09_t>Ep8kDpGN(I z+;!G+QApCYuaAFTL`(seN1l?e<)S2ReyK~j!bOpLaa(e6g^QB=Y$jZ6g^R)#GD^t2 z!bSP$EOS_lpb#~}%e{CDix_moZLUI;5*)LAbB|!$(Fbi=jmxYgAiYtPdNyEvE{ap5 zR8^h-6=Y=I7@-OYn8xj3@YHh_2+t4ky-jBjW$)+I?^?VEr-D8D|a>z8l_(abbau^&q7sIKG-nSV~ z9}`$WaZwM;`>&WG@%MqJqiUa_v(48TY)=p)rS!)hhURq8GQvP%@y;7<$I()@7@~%B zddogVF4;i7a6 zN~u$uXo6%MdwhheEI8|1P#Of|14j7z!c~H7RGqTTYdU)XG2iE~-Oe9^o;it-?l|=c zT`w$aFc-Oi+(#~PU|g0_n*&?;n(Zd(@~P)(ycl67s?oht z-yc1f_I={Fp9bh#Opl&kTGfx`p#k*2$iF6P-^V8#=2uHU~y)~ zA(=S@Cq`iW<@7f&0-=ObjYI zcn|x@a!^aEb5a{G9;nf1rt1(nqUkU6m&L|uU@1k2Ys4S`Ef+re$iLiy&iS{?AzCJM z^aCLk!43}4j7dB+PZEKA&Fgw-p3p(o^p)l0bL(?ajF~cRRG5m;jl7eXQI{HwN1{S( z62~a0;_gUd-$5xVHkW=T#p?kK2F3f_iVgrM5JRjg@(M_d=k7vmbcjSvpMTnRlXG zUbSP9QLwg3@tS6{M8A&2e^a>7g5Ua0K_i^iiJ%plU^R+_xRMOo~u5He`# zL2fQi?00U9$I$r)HTbIyfj%QOj?W$nQFX1j>MqVah*E3a?fUKtbiaumv3u$cmdy7G54_U^ z@3}k)hYPMyRZw{G0CSQ$GQ0I9&fn)G~jWaokXbcI(2A#e6Ajrd=F1#}gd_N>) zx%Ih&HM55dKWIT7gMY1htRsX4$!`stR)7fErbP=A5Ad5G_95_E%SE9J_MUNc^{j4!IISKsbv5B9S>d8^ZtKhBUg4r}h)uBuyEh<*lf=8o7b#Km zLc`8ivRuHHoAyTVOdN8T`@of6$p{5|h`a@Q*XN>)-H6WWp}dSTt*b7V6vSgJ$97Vj zXYK~YlBOnt)3~DB(AI+z3B@oGc6WQ+3KykgSS&&2vIl%V!?<6J)t0NzPwd%SFj)s8h63nnx0CDGVoZ)^bsdn;#DyTRHw=eQ|cP z-U=7xnYLsJ?FttqaO|8M^9mQ`gzf3W6^d0z-(4hozXvgTlA83fQkff$o6O{lpSg-o zMXD0i$}z*urGB$OlJ&VLE|P+;gAzPZr&z@Bq1RV1C$}cZlT;5N)clOsu);-oS4}zMt!fEL`1<->lp!^EzzcLD591{&vG7YDLEVOG{| zws0=u&Qb0^fQ#b3i%s76tCm|-1f5vM!Ku>JQ}Klmv2c7PVSlngY?S@mCE;l+>m%K z!TmDm=$q}!*lZ2+a}-y1{u?d|E&28QoKg!&uzG)#*z?clqP%&kRy28&4Qg*Y8f)pT zaM7;nW{NjZ!`)AzSv3kj&P5TQp5@?esRTAbbBeO2ArN>I8g%V1s$h zV9N>@#f7WE_yq1+E{ap?1NL**F2K9Ghja-Kew>TaBo)5ROT7l+Zx=ECOtn52MeH=+ zBv}_D;0Zrh;o}TO$^9b%i)KV16{*+ZXAtxC{LlSa1N`fl7i<6JWB=GvJnamv^j4lC zxv*9f1cgR?iti-jjz{_~G|+Q7+MEaNL`3LIV%<>i8$6P|q^X zg}_4v$n==<(?>2i$f-l}lK24{m_kz-ge`wO7e!4H2CpdjLHSt=W|#K0T$IzwMCvoc z8Zff6M<;uQi_)8vbf0Th5A+U~#yGqF`CODGQc-11KMG)(<8O-+q6BUh(S)PfbTqk2t-;DwqzC( zz`4oWsk4ObNYZ?2Y-3b8x?5+=IxKk;y^Xf3puVTH=B}b(pu!tIe;<_1=(bpRY6-Jp zmRVffAQEkT_AFfDIT1oudlgk1!cm&TV8K@Uc1)DqqIc0HVaaaCvWa(D^$%F8v zq;z%F)FOg5DvBSC2*OoSSs5s=4Di*tWb|#UR~*e>9D<|gb9y8&XzUPf2-%Rale*=xjuT` z=e?UV(_!86zn%Y&9@h*K#JxdgfU-z6&q)}){^5Ao5~3n`UY|yL#{V-a3jI@BPHTKy zH1uAJGup=IA4f%DNUD0sa?l1DGW3ZccCR09?>{>Kf6nqIe%TIT?YCNN_N!=%Hl0RI zGSZdRqZWTV{r?#i=9}K%dh%SCSbQcAp;Orxr#DER_}l6Kt)72Bj?FvPek(<#HYvoo zX)mhmSNIe*{m-MKNYy!<3lpJ7M!H$dv*Z+It|G%F9HJe~Q+}|5fYzNk#dq zX69#He?|*@|1kL1%iv$BC_gWQ{~2xl7hdM?WumM+@1b1wwgy?$`UtwsC;ZnBJM>xh zR97UQMiLwuMMb_?I4moyrT}YK$Nn{JAL|azu;fB#B^e_M3SbQrh0QGASn^yW5~RP_ zd1rX_>AG)oZQiQLCBA+RhI zto>G#7+3A4vnGPbJ00h7vVg>z!(h?w5P#7PO{nWUBl)gRt4~*cn;QqG=QvNM&_W*~ z%p~1<+xZbvXxiKsztD`>y^#c2*4pyl&-+LCiG`YR0Ujq&@yIFpQx#v^ZShe^ z?zK+*%#P2$=wXG`y0CV2>|aBoLpZT_N~KWhuwgX5fyNsBzh$Bv=@Z!%wOEKUj}SR` zi})gH`7;I8FRKuVK!$^n;0;t_e)Q9QqCWJ2_nJaj-n}1QAB+e_nD-iWDp72bQ^ zt%>Jb43>FTW!R6jzQZMRA8yJEXstiK1_Kc+>O9BGiSJ4#~dSxvqYO^VTIB zk2xWB=~%JI@xV3h9dIZhmV&qyEx+IExp7}IqN2ZaAwlsOiZdZIp_1}OzRvMAWnt0i znotvc>}gRHC0_BN;mB)bEI+Jd*81o7e;%PrIfFhLsQi9<-CSuYMy@rHNl7ddSsZ%u z=-E@UU-WPNCI49aE&ms1G1YIjhok-~;SU3@x7X;;lH%%FQp`vFPwz}b95-9jpRegj z#uV_qLL)LN)MVGPQJG(7zSnRm5~nT1D=_%|r@91gKL;5)7}q- zGD#f~>DDTz;KlctfCp_mSxv*y&M!l>oX^*1qBK*zW+8iX4ZT%`9Y-s&*64R_Y}xU! zwF^BjF>D}Ky}w3(<6Sm=s-CxqDMEGJ;6onT^dx9Lsr50UGMv@v6k2^7>04{B&qR6C zIjqWOri@;2AGwnflZRn!n2J@Qw@1dbBRe!ghB5wowuvW79z=U|`~>tz9WYXK#5QhB zE~xks7yhQ;35-g%_MI=oVMrI zFDfmh+lzd?F%;sLhmgtiI61X*!MaS8@d?8g+7qSdR1?p>D>vNNwAc4-@$dZYEXB=5 z8Wza$s}~ZDk9Z=KJA~;z#Y@-xL!aXY1Ga1-}C~W3) zoP6_-`qls#kyNycJHB3Zge+7v^3lShIezl)V1}!8WK= zjVtSFWG_Z#3&EW&>2ip0Yh|T<>$P9XV_8U8`>hte)IjaZ=b9*Hie2HUpyit7mmLmv zSFU@Hsyt#J^Ia)JlH2p`i}yC5w=EtXc-mR$ZmV#vpwCm}z$BTsX>#?e%-@#&`@O?F zkuE8xjnJzG&pk2w-mZynr~9e>G}Q^+5em8;xbh0+hd20 zI>gnSIEC{|yx6>B?YCvO+@h+96B0&kl0G=NDQlU42Sz&2Nk5%HNof*C^)A$+T_Jac z9!)f&AZ{Um#@*P7|yYW`!ql9>&5oDLU|Y`}v5G1qpC zEt}-$bGD)A;WBZ+Vj_0?kG=hawcqL{zCOo5fqMvjB9^kdWGT0%e|;wW;QZxbw6wIP2xf6Es5$wc{ErtJ?4`uoe^#H&n{ zpVz?uu-5&1ENIB0p!QLzA5yhD%fLJuim4bisNxtrDF-PqE318^vHub%bePrcQ$7WPbO#TLpK}3i-g#!nSqV_R ztj{IfwGY&C@4d{@-3^SiG-n?%%%N+1U8Drnx6uiU!IU<|4m1+!npl?Sjs`YcPS{;( zLQ|P^gem1mktl~i?Tg$2l&1KgTvSj43CFi9;wEMxTQ8^&-9Lf3>C$?VD|-`M=YJ_F zbI=N@UC&UawOT^z+{1x+$nWbu*qv_){*?`^{XR1)pTrWUL3EQ|rZwsjHB7KG)l6!3q>)++C&+!+aC#Wys#f z=Vnx>1Cq`~(J7BTpl0l_VlA$vPmT8?KamW_+f9CGHb=1kb7LoR4RP`nu#-odZ{b$!kq@H|x`)!4Jf~1phS#Au zwHy?1dgP|5-W2Aftt|x!H!*m~+~XX3co8Z4#E5f>Z3OAai8FEG>l0DfQ$AkU>l%QF z9^?-foQlF+c=Itt0OvC}?^Py`>R=Q_BeT>u!*0Xqy!wVYUq>+Od_w$SzyY|K&!2gC zP7RXrE~mM~Uj;U$+$RHf%;B?9=UlXlKghUW!l)N0f&5Wjg&to;FlX}D;%k%ynvDYE zE_92C>ik7>vg*5NPZ>?S{YWpW*py7^I^u&ak7vDWF@B2<_$1x-?^Hq^FAeApEq_D- zsTZZs+}1@(_L5H$pFT!n>=S${X^WVeQOr5bku5-UUF>O2y&D?m&T6&7Cx(mRB4UAK zVPEslY%upV|5*Ed{`+agJFoA)f(p*Ic!fq@#c1h0&gj!!A);8kF~hfI5ba-FbW07q z2am<|&Gk4vAw8d^h?aLQ`R?0G z2l#uu&W1#KBT^qH=~thrSKeT3R@Z5d`>G#IK7ZAZwcqQX9ay+&Oc;YmJ>GN#-blm{ z72>v@tC|KDsvD`V;kqh(+M^$B#orDzks>d4j zv4CM^@pcw5g#d$ti7$q3fL=JLeFA|{AE-I8qI(ie2Ep7jKEo+Tpd z;%KiMZbCaW3|QV=q(O5=0fEi~3@|B?vp0715=u%Y?^1kA4VN=FA5bY=pNLXSIkw+y zE)iYeA}yS}l8vdhtbB8(aT2;csXD(PI?<#XMRutmR?5Tc2MtOF?KvtgKFqJ7lT;2|8Fp-0iGAj}#v}RLGUwK#I(}mUnGgLfzi!2L{Y6k=J;SlRYy5 z$ZZlbtJv;@W}D3PBvyzhVn^Q(mhPiN!BhHlB_Ei0M8q59w${D>m~j$l`f^Nx*Oh-0w0an( zYP$4=h#83T$G^6dWDC5 zX7rNrMmh-9k-Vi{bn|QfR|uc{+W)ck`~JV68r*EM|K>j6&YH zX7JU+l%gL>j_)=Uc>tACRr-}|!EiaBfj>pj9a?O+n zoQU)FWutuHNUnRoT)hH_$vo#eEwvj4g`bW}@zBD)9mlDO5_!Pw5EJ2?X*=T0!_+G& zQG!U2-}ohl0;F)$wcNa%4EC4XRyA(&Lam2sH%+SSfU9XKHw)9lP_FjA}8=QcnEsMf+^o%f9t7JoZ6CW&E z*&e4iaf7SuF*?GeS7<84=-K>^Eg+{M(VA?OhwM!w8P9W*LKaajl_i5G5*pm-dQkO&?;T%rIMBVuxMjXWT&J3Ncr z<~Z=V_SM~WWrsmEVhuD*ct)8Vji_rmL)a_%5(^g{P&qb9tQ+U@;nn>}Pb zUn<-CUI9G&Cg18?xPg9k#Uo851I=nD?{wgDLIM7ks3UZAu#;-|)+KWaI42u-!`QSC zwFm7mczvx85k2~#%RL#0?2NJl_li!SmvZ8`HyZSiR0wWSz3LJ&B=QN)m9#{clw_VQ z+rC7#4?-tWn5a>M+-oik&BEZaA*!S>~}vR~w38^L+KuedE!1NS6ZwoS;QEb?i>4B(Qc(=yt}@fOg;k zSrIoP$m3cz8kJZ=1#MPl`CC)a$g7#KJeOC<(JAY(+$RsD#DIs9H|jxCLa#j@yQ!iL zM3%POh$m2y7|uI213fev8z36#TZQu4X;{+Jh|y!#M1kXs+#r~fDu(9c5nXl`QK>XD zXnQK{vC>*4Vla=sTh0G3_Iv%yae+?@+dYx~5x<+hC=}B*zr`ULuN~^L9|phuut{{M zk(v*SBLJHy*p8bHgq!S z>1A22kPglh@OHK#V|XH>!Xl5j$6X4yGQUH!**KmSdg>^gXWP|D>Zd3!{F3)eoz3WV zO?uUXyWEgB-FunDC;?p*-pU%z!V0>|@iSzqSzovRI>xdjd#}+49(GZp z2}NXI=AD?jw-gyre3{}e-H6m%ydS?1+5`K}Z=&qgjb9-siWjn<+X1xa!iq_GR*5(e z^ZKiPto>d;+5X#pZ;UJvZs8sOvXh>evB{n0cpmkTC{@nVV>1cnr#HWJe4Y(E&JjFA zVG4)Gitf)V--~HAd6hVTlCy3WTyuySayKH}o zNOX2fM%5QNT5yv%IQCh3b^qsnvhAyWto>g9#*mp;kC%;6)< z6WgQFNNmcnJC&j+W~crg8=qRVgnQ4?azG5J9-|#pd;J1E+4n{COT8G9>37%QYAQr| zhm6gdmp7mU%PWUUr=lsquE9ZlJogQZT!LeWaKbC}owcqQfoaKF) z{ZZQQ z+lbs_6YnLANTS4crNPPb1!${;J6rZ;97NAH`ceWz3pT{5F&{GgP+0WPuq*3E@G*VK z{k9}@RsUr5YW{z*-|PQG{iITMvo6AOQknP6w!{ok$EMEa6vD}N6Ui~UPPjnv*uI6y zAKuGwSvITag9c&p4KX7nh-hzPzMjnw%iOxn0z8`Vtp0@0W=j5*^X9o(NuP7TRI&A# z6Y+ky^>UVU$d4G7Oe6x&zTW_rpL=T+jy56!6VH?O*E|tb#!FRxso0g<)q|HT=fn}N zxB0f#>{8^=RQe*>LS(iuT5fr`7wHAjjyNIt*0;C?R*|Ly$}r;u_yKY;^{qGl4oR>M{9<+BH}) z`{44*Vb^ok6b*dX657=|Gh~l+w2Wig(V1d1*}pu4Ay%{+2iATUk7*N=Tfd_K znr!OYgf}gNv2v*)?Pg7b7`8Ei;caCg@ait#$c8lcIyo%A_Z5y0s{q8PU6wO;#aVP>yyr0#MHg3?MHlE{3 z=7J_As^P>`QrN2U_LRSg2pIGqI9IJh37g|hybjTdL89VDuNLo>bG!S)sMB`>Hq#3_}33)+UXjcky*J6{u2%UT`TU`4^$A9qH?|vBKzs*E3mJiS#*cged{GR9E zPngB(fnU~gto?PRZ+w`e*1)HTu4xRCD2koKmj8A7|F!d5CdiL6QTC``xfgQK3|VN2 zqwe6^b@dcHGF=|&F+_p{YS%=|oz^Y?f88EGS|4@JxaX{x9E!LSJ39R2-nx1`z9`>U zn6O1cR!IxHMSTBpOcXS?Q^;taHH!Z-VIULfxo&&?Xg>bz^8XnV1p5#q)_#lXor9~i zPnJ3&B_@uyOfml3>HntW|IJI@5qxi<;s|=`dcf6dLH>VKKQ`}J`>m~>vRMyVGwwlq zZ*)4i3m*O-)&EWJZ#_cwmsBRBR4Az7YItlm^FK~MrsBco-A`zcMU;zAXc^l-PJaVO zI_{Dw1(G`b(V=g6ZT|n)nJ7P*Aiv!r{2c!$x4=&(%0D^#|2*w$E`(#5C_gWR|Fb&7 z@1>%!YAGJ8XMKe#bzU3_UQAtchwIO7&FZa}TNR(0dvuH;G=0~Y0kwpzwC3d_> z{PA)d<6W^eRFo5u`*re9G@;-J&-Xdwt$uUrdrf~eDvIJ=(IS^;p-AAyMwi8C>|3!| z8Vc5aQ&9Et5ktz!gXmtDvcQz`+P6Y!A5up&&^99P`s#dzuCdn% zC{4~G(hkj?D14f*EN^IiD#~M7kM_<_t%!qYAD-cZYd^d__`Ot=yEhm2?~*D)7L#fU ziAS*gAFCT{zv(Zg-*Zlw(G}6k8BS7d2*G@tvg%pg3hh>(>_LTvbg^@WdFxV9gw%^Q zZ|ilT4QT(sP0Z>O$-iCZkBnD}1=CW78z674;~jxLFV@7jl{2N9jz$Y%!8>b~zaAAO{l49+q3TvN zOQmMurjmtpDNo~zor^*{i#6ZqsPX=A{(nmaG0>uTmGj67eca-+q%ZSs4Hac}s#_@b zup=7LVQ0%$?Z=!C&2HpTia_?QnH^(VOTXyBz73DH-}E2OB7IvKb{!475!K#8_t)sh zB|G_EYUeoW(Rsj~^16799%IV$1bZ!8P;kq2!mPJxNQ1;ldbsl`l0P2b5=L@mP5DA= zg+iA;Z8R184!66ZZcTmPB3t#=qoRC~8_!LwcS4^z)kRz#Coqpff@M3I{m@_y&!fvb z2(b0TFU!T+Uq*3or1x=euVlG_W-8o2(>iCZp`si~Kf-a#vKIwWF&(k;&0Cj>!WUpb zx#4jZx*^_K7wBq^>2NJMzC2=WSo`9+TK=Nqtsd8Fe}B&!HxZ z#6(l^$7juYp+iZoK3m%+Fn!z#>NzT&sKV_A7oGn4R1}^oh6V>_gAixcHufh^udSh? zFgK;Vexp5%=2d4S%dINb==m)bg+$Dx{4IYHN(#HUWc^ZSP5Jfo|91LssVKjlPTNu4 zt$D;8P2PI2(Ix%$4^vV2W7HeBI@=-!18%`QQNJ}*6m4Z%!6RjZ=on*@;Eo4ne>p13 zUTKeI%QQ1|JH_Az9bqfx)wy_%XDz0v)Ma~D&^;_g1iRj2?YCAG#Y-%q$UTWR9d?e4 z9XDOGK3e78(l6J3iBQcAX-=ZdzZ@0io03(JZz)|V|5`lSw~<}Cyd1m#$I?)+_S;+x zBZa976bi^z{}iU>_}Ml3|LRnfHxbmScEXy-Z_yFI+U4n*_*a!;^NzLO^v4hxe%a%5 z7%iH<^WC;zdd>WaBS-Guuls}upLwU_>o@=9s3_Of#-Sr$8iOE^|8Fhz_was{ib8CWWm{vxdgzr=yHzlN3TL^u_BXeUy7nvsSMi>%TAYr+4}`MXh3PBqVbF}7;PTn*y9 z*F(?vyY>Hv&GfU_U!(=3Io>CE+PvF%83LG%>j*_RIt6rGB;DM9iWJ zpKJ04grgw;u&RUY!Ud>rn`XLCX#st>oKM2Uq+v$k!?P>W{xE>Ya;`S$G=%kxyvJ>K z1@?P~$eYO|VY5%<`^}&CK`=w)fkLC*a8-@*6JOT?TD(AH_L=T38v8PBz%AB+D3bE4 zdmp$X`lI$|Dm|LfOFB7Udi-OEE2>19@68|*Ri9F6bJIj(!3m39y7$qGPwY{gZznKy zp9GHVPsIZ>fmRQ1Tx-PFXe+WkZW-D88J^%-TxGLjc_>)>{R($5z$TmB)E{N}PnD!n zM_?5A3bltb=D>=M&LFjEyXdQNL4nQJ6JUr%d{oZL8u}(U{3otkfeo*`TeF`WOfx*Y zaPR$PAYe*wxXg1FP7PK??;`euTZxa#NN&o&r~5IHucifo-5qzda^?MawuZfzSne;N zZVt}sXxBs}f@8P$;^;fnnZTGQsu6%vURAedrgfq^2C|IMniGg}kK-Iw`4CbzMHw}z zTIeXJqyMq093;2YOjPu43bVT=lx@d066oF2addmIJ?btLJLem_5lDriJ;`6J&qcx8 z9Xi1f9e{>$EXr^@qc9S(8G5O#pTS>KSy!5jNmQrC9!H!d5lq6zwGJM4g7J;`ZB+S= zz*IhBj^R;TyFukx0h5of&+kCu85h*MHyzMUo8;rRfb5}D85hS z(xAUcERhLZaDV? z&*zgUhMVe`$iT{a65@Nrd`}_rC}0$sWnaQHMr6`DDpLX}wR_2Pd3V%tb%Y7mkpvc{ z)rAHc!@u@_EDr^1zt6wq`zLAdVy+;jBAU3PdI^~Bz*tu~zgfV~xTWZo$sp=4w3%mY zV=9d9cq<%P zkfi$hJRC!xE`AG* zMhC&Q&FuR=dm}Q=vNw%0)G){IaNm!7l?#I9p9ejom6LpjR;&u*2{1FWuIH38UG90 z3_drZ@L);O3m!D+^dnA3(=0})-E(HL$JHNwpoIW^N*ajOr0hD-u|5~Y@(I&?<_bT+ zf6FuW$B{XhX{-DM(r1&f@p`LM2?w2Mi4#UDpX5GZ4rNo+r}%-LY9fh$n+xR3oc8x# zQiq)yX&nW5{=iCImuab?4S1P{ca<&2K*N)Cp-sxVFj(ZcyS_;l@N8QQ29yNgWV}VW zqAo2wDC?sd%_u`Bcb!e&x_1!;DcnrC{pco|6~9(tBEE!9@IF|4dczVGO=~?pmp}++ zwl0G*z0T-PAoabhQ!QxIeam7JVLJ5Ue$_@j2^P5HZsDZL9)g-4Xb@#)&_FSUH}Xcz z`dpO9d{1i}h;mWOMBY+xav3I(m~TUSiLq`K%mCF zI82`93YnxPhi|2;gMa7tQG+AipeUkKJW_RX<$c+kA=lmp!r@S(D{pyJA(T2~w!T#W z47el{LbOzL+|9eXkTCgq+f3Yhd06Dv~T`a(KA_;OztKFtd=!p2sG%gtqkkRFL-@0$*YW{HW zC*5as;LAhkvJ|j-*AB}=!P@Wp|3{sL#Wdj}l&LSLQ-7-lbHF~C$CZ8*>g!KX_b^b3 z-lg%}Xcq7Qjze4BE7tLiEXj+ggh7rJ1E-{a32`g1Xk_0 zZ=cw^g1B?GAvcRMynbeP?{d8-oN6!gAyhp96tBwC(^A)Cu9zmW?z zHk8^}x3wWfwt}~h-;%>4Q$d{2vIi*Z>hnEM$BBXS8Q%+z!ybsv<$c5fA4X8Jw5+^4 zcLm+dSKm(5{1&O*P{^G;%Zfsp-Su?}c_6Z^^lDsiJX$W@h~J;U2!@j+p*M~ueck^5 z|8Y^67~Ys3#mhu+P&~xyco8OYoR#Y=aX)O8jgvLqLL!PcY(fwxkPlf*+9^+Y!eD8B zYmr5_JM`NQFUsuEf~UEO9|kQQA%8?jYeSa;@ZvQJ5*T{`e?!E)rtfhemNm03Ok;(? z_q4AsYg0m|F#gMcjm$uys3fOwwFVjLe4Nzs*#J@@xi3!QB_r28^@^hVz960|-DgW- zR>;1_PpPVs1Y{4io_SZ~j>vQr#Hr_6k;=X!o&+V^P;WMM0%Hz040+bj;D3oj?~Cf0 z1IXxMk6=ei){E7<_E;VY)_$M=_YzNM4N|Y8F{0@sxHV~*s7$@6CX!w_A(T;x{~2FY z3rFdc#PI@nNTEmQWg7vTbOmw6PP)U^d(~&rihg%ZH>x|j7gsnZtjecc6ky*02Oj5T zSKuCBuzNNy4N{2$hogAep~_b15W6uA+_%{&p>=}{!Ycb!(q0xIJ11PaLg`+l!}gZ- z;3t1{q0;R37X0y*<06&CP69nN#M#$~zhwb+Zh22P-ENM2&#)v>D>R_4+3}3>T1q6M zEKNQn#s#;g>dNma#-U4vM^1G-V}wV&_O?``tNF+BP_XuU{Ugdvz5=d6=tH}mhO1IM zhUt*$2UDVMkWaHtd2s?)^sp+_s6H+Rv;3mSyowmeo-QMbvG)MSUCAx)&aNEqQkmYJ zwY7oy9q5Bbn+#M0M-+IRc7imW_q=CaC1Lw>Non5e|6hA&9>~?U_kZ&cGDMP@%w&wl z?`N6G5K^WnMCO^2d8WZ!<}xLjG9@BIp)zDFp@gDBWy}~q=jeOtIqq|N&U1hF-sj$P z|M2~Mmc8~`pZ8j8@9+Muz4mKwN16L=`)GK`ka#GaP|krR_*6o_{qV{Sn0u-1XPDIq zu8|Trfju6uo6MtjzGQHno037B*sBeB=K91e2S34+s)2@3j0re~Dma8WJ_4(d%!kEk zWRO8aN8)25h$6h@Zl~BK!!>TNmT(I;)OgaoM}u#Ji}BaEC||6`F4hG2L!#R;s5Uh4{-h>>bnK~x;#1dak-aV(6JJ>pS_hy!J5uC_64a))+$1nUp58Jn zUkx1*X-?b?|2vAvwnfAo<9QCfVwrtK_7yf$uV|gf8 z`(yvxwDl@I8g_?`2E{0YOQtO-ME)%4MyYha}4Qq##`eAu(!S*NIi51loo?4++x1i$bu z_rt*~=>3PACqsxgxHwoI3fBIpzhK8mI>miQXlhPmms9n};9ks#oXu-R6{E+>N|vWk zKaNxSOO7I>g!oTO30+1jW!gPO51f!{lL&G17GB|?}B_2Xux z4#*=k@9QCZ3@R2rzC3#uAJviXzhM|O4-ad3GCS@L!`qzI_WcRba60wOWL9o5Op{LZ zk+2)WQPKEzdXYAe)w{dgI3x!c@&5OP`Y)io@x{G>3u+)U=VrmmQ42vOZeHAv@gWkf zU#kw_MA2=BFVsrM0*Eub?X;jp{=6;Q5@|Ai?SCu}1#5rQuO#RwR6bw{2Lrsk7K7a} z*;Y1*W$zjhb&U+t^?^vufVkE;a6`o6IHTn&E6C-^QB0CrjS9`M@2uk zhM1yl_8k7CgZq)HuwEsnlMQ@ceC>q~Y*8UXt^MZQyuwDuI_*7F@{h3bfANgRaZI zR(RbwaH*{8DN8*Q@+RW$z#|KXq~#*z%L-diK1_cpkc;2Y|D+xLQpaE7qA)u%ud`W9 zL7$7P?jWrjCLMpy%p$f9EphMfYfBwQsxwrsRzfjoFn#`JzqtdNycU${6sCi2w-e!z zjz}W=Yxj|nLP-%SxYIe?+hv%%Mn%EC5bM7PMUNS#6#_3CL+V_3$UF? zR3x~t8!`)TCb*y9%tc`;;_2lNs|C|uhKvFlDX=yeuADf~4R{igCe$j*5R-1bXJ+3$ zcongvPVa#Ody;1NdT`L8D@U_pT?d06e>XII?5 zMNyRTVp=e?Uk~l_IQi^$t0;1zO3n!VY>M_NHTB$f6+;Eu>ZYuBNsx|$b#BQ!9E78P zmfgat6Y8(5@rKQ8=AxXDjK3Vay%rpJ@OW;;OF~QUIn5x47I5u2e%kSt3@EFf(yhHy z4g>}5nxXsGFlj^!Tm?s{5Ebk^nK|MIs@&xjyY9__+slI#=PCm?#@Aorq6BQw^oR>m zfiTH_b@Rt3F-`i97E}lBAftpJ?|xnzVHT^R6Gt)$~*?o zW<}{Q1&?8>{oU6}YxhlDl$BvQj?!~A(2%}A?O5R+xYwN}sO-`J0o1C+SHuqj{%o3u zJ1U1=0c-F4S5`5?QUQ3QR_k2cx{IYV-EOcupM93g?jvaHIgF%Je>=XgJQS?`;eeCV z@7XWLCIPc{9bS_I3Yf{fw-kNHvyn?&LFDV``{>3acf;2l7Kkm6^xZ<19JVot+{4JsiOQtSPiOI{q8k-Nb$A#~wDivYl|hgudTCbPAhv}KVTP>Usqs$&dysJ5 z7PX(x2QuA1e9_OK0I2p{Z|1<`f}R)3=j#3LfY`l*OWH-k&^$HQhhCsdM_>#p&|6_S5So?$i?IIqRKE5S~LaL#5 zuOfa-yF???o~%gZKQ0bKW7kn6N;65PR6xYrPno#7bD)zeg~TX#7aHn3x3A5a5P5Bl zQMq56{ZQ4fZdR)m$CzRo492Hd$HoE3o6qlNkA?Es$|tx5B?O8WKN^+sZ%b!A$WNH0yoo z1cMOQ0u^C-c#BWChy7~>9N@Zj{2ssRM)_DC3fBG*)DN@ZR|GF?Y`FC6yD~QbDOx98 z9bzpA`21p3aJ*u9Er``ENYpJzLoK$bTaa07UH?C?3XTfi`X7!8{rVr}B_bsy6O-e| zV=v)r%F4xF!qe7X|2Vq-L8K#a*v!Rw-O>N%5X)Jb*gMGxFZN zD)6_A{~+i0c$D8)+d`e|Vwf)hZa$B9)|Q{g>iaEQerCSAg}xKu6x6uMy=mXH{kM$Y zoG?5l;?P73NDm|`jpg+Cr{h6>AK&lsFu&ja`}EtK$Jbt`n8SlN(W2M2{<~Fz-}fq$ z&~=`#a|8j*_18xF|9m_MBf-0-(_H32lam@Pc=L}R{~p_1^%gr+;P|%uh%({qpZ5Rb z`y$ff&9*=_u_pRT#OtT|zqj1Kl841&VD0zVZ4^1)Mw1&uAsVJU)xP;%iQjYndwNQp z6c$;7N+3UdKm2mQiGR8N|6B1m%uRSk=ga_j?&uP|r8)dBr~hvqm9j-TMxtWdVLzw! z)lg}XzgfSCEa6E#dfJ&vUoBIF1 z=Kl9f{RfZpU;Fewc$ELz9{)-Gd$+(3^WhuQ;2U_9Kif2TYFj`~{eyYT?8qU0&&BCO z|K6RxSzY0Nbo10}4!B41{6gZ;?mzrBXmvh4`zTi*gy4o+aJ|@AhOxPpf82kzp3#<^ znzMi?*9w^mG3+!52ik}LYd2EAe4dd-na(+apng5meP~r0!}^8cVV)NqDidhCHgr!C zaoUwzDW2{G$(?8WZ;Wj$v-`gHx;Joaaf)sjc9f4_CAv}aPrvN4U=;K}%^DAi!b-zK z^IYHJ!9r26_PYYwy;mdU6!t=1BEWhuKgTtF< z%YW%K|YR%6DG6 zO_&DEEku_ZP1e4RXAZOxGuCdTe);5~%?&VeP=yDc!_<^Co2LOL2RlNmdEP%MPWiK4 zKr~waLaXp59GB2xieT%9@a)X$W%G2X^N_>Qdp`lxvNO$M%wsb91Gj@JgCj_)H^nFT%<}j< zTTi&Y2Zx{0^*tu{C|6y(R}R$RLBeBMx^MciP!z2F9> zgPtt8cMSnc24|kJS=mqfk7ZxVy)@rPAbHu2I<<0RSP=JD zLCkJrc{`2QyFqi@>qTJ635<-uL8D!Kw!q%{R;bD2IcC=gvGG`Z9Jqa~*U=Zo!ZEN9 z#bfRFI8vLF)jzStgQz*L2ivDxoAl=eko3x%^+Ca6_!PJ%Z_?kH#c8%}Xb_lVk9{^D zzYBC4CVZn=)v(x@b7c3~jmMI{*YbD5klG>$R#TU~>NM^!Pv>jEr8&h<~U7vi>K` zLL-YXH9q89BY0b&!4Tzd*}L%=!f%ED1?OjQnC}LOXW}IQui!D>ZU6Han!t`2On@z@8`M^pGrh!w2(xldtek_GEtIbO;Va+tW1$#W z`@PnoXP-NVDBPj(sIn}P+T~5-pC>)v_kH<19Mq|wxHH%JhxL4~>3`?Z3|+@l*{KUB zE(kR;ntjW8|_44kM;r%X>5C5r{n@=!|FDc+Bkk-kZJspZlNq8sA@k{a;?-@ZyEP zdwZR;8mepZHU*xVMUJQ|O&H_i#NckuXjl>Vag2}K{;hs&zhmw9xT!4yOKkL1VW)5d zjrYLGP3@are!-!g{VfzLQ{bO%sQIa$SJaNfR~ySgST>`scz3{0^M8-zf9FZz>mOTg zP=gtYS%=h;+)eRsl#1fs{j%nSSC6D&nV!$0<;&(}06U*bhDhf3KtYv2nFn3* z-(Ao5$o_ZU(iYF`E0#55wW;iqtz?-IIHe0{8uPA zV3EXbR!InL(*Ik=e-Vf2*5#S|uDX$Z1+$aSwrhh8KmHwnE*B6q&-Cbl|-J``_x?xej3 zoy+OH#Vxo8g#}z|Rwt%H#38OjBo5l>yi>x_WISFZ;?U3%m#T=|xR0KrkDx}bRetQX zf-_)z>?Ube@)uy{_PU)&-T;vUVtF1d_VA#-VL-wCGGH(ZFGizwf+o}c#Xz$4N9278 zC#ZH)L#?yY8;a9~pvl9;a*~S^2;$DWG+uQBkzky7hS$ZI>?)>Wo5D88ODVg^H+}$c zug!n0ld6Np3mk*58^1jo@K+8Cq*o+d@Gb;|$L`-b|27I!${P~c#Jh-YwesEL-^wC= zwzJpSKI;ndtC4h9(YHZ`USDW+UfH4Kvqai2MU)Up>P0qYr%=QY9T-*Ne*zsU2dM=c zFLX4dhl6}x9-XVYsP^=jI6CX*eI-Oo05yemr@GQF!3`(Td-M{SaGc{Fb0^+QFsR(J zr^?PB)MvPMd?N3Hk9!(V7qiL1Gton3r*FT5t7~+8B<^~!&-qm`u2d2DNGSpbOkq^o z6I+fi5}^F`g-Azxf!N^-_cTet(-ym2d3fBJE9D~_KM{o6ng4F@(7rXjn zF!z>)$ooSVQ9UKkL{s9reqM{vrF++qQ9S*ta|c}zG2`X=8@HU1)!?am)~831=y<@3 zl8Hz(@lYtF^oS{n3vILrrw>4`UA70^cd4Ss8Wht3BYP1^kkwWpeI9hg_w>`fTUG#n z{$jgm_6@-2J~bkwt9@H^AWj2Wx+7hmYoD>DgdYcp#IO%D5Qxr zmWci`?0IBpr};DvlV+<*+={n=`Yj`Uk4!O1ubEg_8W&}vg(;tQsWlHo{AQLVAkG6( zhLbF-P3s^9%;Q-;qU-2}bC-J+PgLW8erJV#Y7-3#BVv=x)J0vEHElG|?N}9Ahl6eh`&$H84HO--h;J!P#nE< zBrI=iN5ocE*#BZzFlrCCYc=GGVdGU z)7*jflF_M;WCuZR;sIN75n6QC+@w0OIq_HhSR@M8{-{4b^TQRsqbV?VMQeO}&@If) zwDDv&!&yY|;%wd6@(yWH{nv2zLIHZm$98UVJPu&| zf}oR3W9chp7$u|Li*rNMNN{T6;xz?&X)njFG~F{rXuqw$#|ha`ba>n4s|EJnNUY}I zRuThUv_?wHen{yO8ns9-HugD%=2pjYEj{DWt$K%Q;WcA)-ICLqt9@N}R)X77)n0Vv zomHV|9s|0l&1h|7)Bw8G7r(4B9iMO=UMb`puQ?!*JspeOFsEv42(de0m)Q39Xjal!7l3v zl|#r;lnnn;4-a~ZzlAV`k{bnAE0_}2cS5konVRlcQq2J02ND<;FcIED{B4e;of=&&dP4Z7U#$&)s=6%1|jz`Oyoh*oDPtEsC3<&ed&_Gbeq_W*`M#;*IcN&ajqISM zMp|r_M;PI6|1;-c>#l4oaOwUNLkzgcGxzJE6A%K+2Ece#4C%}M~RNjq621LPp%9*Qo1C4=2qG0Wh`o|8fR-82`hhD<+ zS0vtz7$&)k`Pz~nP;n-gWm-R_bf(C z_|XfV=Iav~&w=L{M^UaN1xj8NU3+U+3iq#9s?TgCMf=_~6!bZRG(b|C6`m;6ot ztB>dx%~(XrkNPts`UQLB3*o{M%NJr+HJFEX$3Adg9YH0-x*ct2$fQrVDN9xJS0Ldj z_ACO<7{o=@n$57TACGbB*ego|RM0aYH70N#g}<9|X^+rA+A@ZTFQomDR8wvKTSe9N zcF|a6pcg{!GA)hr37qJf9F} z70AtEDql`H!JTVwV)ovqM7J`Tsq60hgGt~VuY_U`_=%W@9j;`6PA3!oq<%p}XMT24 zbY~K1I3C$4nZk&S_1m^t&Tia;#v)O$_DB7a_Zh#8rKUq=hh4yMdLc%Lh)PWM^AIAE zv~J(WL@fQ>jZ@5Ctr7*`+@aZLa|LDbw9OMI`=YAoPMK9*gZ1;?nn?MLvuG+D&+$_1 z5!5c1KVZLpe#|i4HR2YcjC5tolh04GBPK?T#jp5O$olB&^Z^SRR6*GlrCe77r-gLq z$HqQ^4%OSP?8#UV?D~iwmpBC>y)&-0tmbg0A@8xXI1UnLGB(OJ3 zoPp>C<)p2OXF!->an-u|2~0|jKD#8f74i=nTMa!GK%s*^EETIsFtp;`8(qhW?vQ`H z6FRr?!k)i|MiFo|x~lXf2wtUHP2(uUVu)gv&R*c}K^)g2Cqma&&{cnT&nWvU6zX-# zax^dwNtDm7ZGY*Fs*O7f!%Fl}iQ+YmXZIY?;@B1XEEWaC*{lPHyw4)jy73s2Y&o?1 zY~6K1%dJS!{f$khJ1$C_jd`)iISVsPEWBs5)8T}X+h~b?9*A`?T_|?Zg6myna@z8J zV5YN8hWU*Ka6cTAep4_46b3mQk1%?`|JbLUEcYR3F7vdvXAr}z*(m{;2mI(5!-M!M zib-(s)Jys=tt{xQ*a0it{tf+DBnsC4*#F^yT!nMd?yw+VW9XwBim7l=7&{o>g~r?W zhcx@+NGEgi=sr^|N7oACoN26L(S+9G_6GIyXfirfWk^Z~<+AQ+MsqgE)5|+Z%2^g& zI@zw=(C>oq@pwr;CCH%2*sc!(+LXwxc-E=;6(KrWlN83B{~DIWo*$>aa0&AE?(Z$l zd<5S0xX)dUoj}VdlY~IL3xr-$wZAP>g8s0r7r)BA2D4S|t;(fZpxVC@?Kxiyt~)8F z6PyS@Heoqx)s+XGS_Ps6>UhYqpL=tno)LYn=5z^^zqN7w7e9c0(fpUtD8wg(cd2VR zgN&qK&aO4Tb<`l0=hvv#_3Ks=55wds6nA|{N+_ua!F4BdmOGbGjTEh9sI?QintMQ- z=adFoSut;R60$%c>22o--yyV|xa)qOh$C`~5SZ0q1C-f2^z6m<_1`BwinVWOrro}eTHfYXPpdxl#eHc4i`0gEgcR!=_quztN` z`{^q?Ux5nLb7oG|nbrb*kT$)iJ^{oVJam(j<3t)y2A4%CW1;BK7@k`V9kQOJT^?`z zIT{7mr`=^{+!~Z>_S&9w_QdR$SJ5{!eS|~_CiMv(jH8IYbI(`>vQS{Ipsz`rKMF5! zj9=!rK!Xc~1KZpbkXXQ5#x+q>#QHon`mo`C^fqE!%e;&Y^3ZSk*dencw5=g2^=S<-5x80M#kB-qjfyMp9zT zN}L3VDCx1~)hnEC2)xQEpWaajkt9Rg^__s>J}-akujH@x@3+j zW2$)7`S&29k~YPzv+HP_)P__-rzN=8*eATTwhM|s(5%ddZ@x!%VMin(_1#8@Y|}kj z)Pe!gZHEo1gF2vNJjx`_QXW`>pX3(FR6y?Q7-jY1HO!diUQIU1?dXb^c}}!<2x!{( znT40*p>50TpQI(De;xmS4UJON9rqS`~`t#U-#v?nf=W zE+*Q3myiol@3S{L7RYwRAMb1*Hi6FcwPlbVj*sCyTn0;+Nz1*Wg~cKp09bDb`bJPV%Z6@?t-E2;BKulJAn>FIBBg7E1@)H#?d@#J{0?~T+WU} z6CE33DqSV#K?6n)xwc9epzBCa^NR!@nkIaPdikzfDaZ8_k1p&1$`1;jzzuCFr%V=aP6blhJKm*zn=ea zu=a-oKowK3cX9xLqj{_-FX0GguXx{dzfcaM9556JO0P!>Gjj|Vf*p}q2|Huz4s|pz zt#HYVLThjwd%1=Xqa$GmZW`tH(^)fu&TW(8`vz_f0CvxhjXLm z!njw3A@p7Q+?LWDsN|$ReRp9Jlk()w1wo1h=v;ZfRrrV%Y?0U#HySVkxS#q5YZzTN z^kb1ISo?#1qT{n2A>?~OZL)3oK9@RXi#0Bn)ygfD$F|$w;z1qiws{d#)oP9OC*P7; zWhx@CY{e&xIS4&r6(4pv&W@T%+1s3rRgw7-W5V(fPIM^F+JN`$Q8dQHY;|Rh9bvjE zmz3AhFku?bW_asp7^QfXE|bJsAY#~Mqc5}h1wwN)39Rnt3jvL(Y6Mqv!+fh=y-aO6 z==%1VJdP2CN2*6(*UjX^o8U)pWwy>>CP*)x<2Rp!{jaMVFR55SmJB*H&P|>Y z!q{%;$0AX%_6Pkx&Vf@o7&|*-i70h_ki5+4)u&0#B-+NJ0u z>|*%;UZbNdzG*@kExdRWX-&9=<6oYM(on`Ia4^viTnp>e_MQ9rVrp(V=b*J6UooFv zn-@mPaQxw$;s4i|D2FWBXo74m0JCDx487oopXv$mdyGF$Eeu{_NA22DWPh6fzaL2( zTmIQh6z)}3oC4e{K-hBWb@9q9RuB3XH`abj;^3Uj1=EUs=t5I$nNX|G#<~@8Afx`Y8ZG%Nd*qJ@tQ6 z{n$mYSo^)#q~Fqnr*v{dhCqH%kl((4Q~lrd{@!Dk5av?t+6Gdivy?1hY=1ia-C|6S zy~CJ6w)gC@T5W+poqjim%c1HjxG*O1>8NE9%_jYSl!@}sX5#!&Cdz-97{5Ow{3rcq zZh`+WQU1)m|L4=bX(AlUMESE#gzqgV!_l0s$GkjMevHi~=}$*RiHEdTlswFEEXYoQ z)`EA_h0xCqjmoO9ff4-Tb) zL(2~+PZ^w|4#4{s4+q+)5^Fb7zkH6{W|r@}zysyf1n$xWhcN9grk^`Kc?&P+K0Ais z_JjHr@l)mMT@Ze!Nz{{YV};rGy>W2V3rF4BNZP@ZLip6m?8Y7VAGiObeWh}ma*_Md zpmF8oY-Iu4H~rYB!LjyxR5Z`7lTtfLfk`Y~hLV=jrv5iQm2zuKU^8qrZ7{&cFIhG)s~_FPP& zd{ha1WGYrXmh>8mJxWhfES7JgqFj8HR!sKl6$Ie)ZLJ#ISdsMmGXF?=wbiyFgv$|n zqP_S!@nYIP`3UuB@uJyj&FC^e-L2P7MzP}HyP>;AE0B6dfiP4Li-Tk&@>4yQ~V=8O&Dw9U~pmbJO2L%LLj?=p^kAQc$J+0;jz4WE zI^vKH5xp2*xr~xc`oDHm^fjc60%2HTe9CymCOuX(mc+XqpF#Mu>m-GP8!spOUixP5 zXH<~i@8LO{puBYGEC?J8*%sqJhS99kW4uA70K`owc68eX47FzJ$xoE$pz(05)Gf8o z7};>IkE0gBkTqa?Z3dqh8!!4+F4q25O$FYa-l6@24!N#o9M^<%&Hu=aZtOENg!Wd4_6@6Myoac*7PL`AvOXhru_ zaujT$idqu;?r+k=YCGzeoR|w&uEw%;wVeTS8S96GVmIMt^x3b@9j7+s|6cR|%=6tp zesss235@Tsn<(;V#3bZBeT^*lfC0(c?bR$#jLw>nU6-#G*s7E+zBjvrk&8&l8JrM> zrtAy)RCF%i#xs_NfwkZ3Cf(^e-fQgwZ)>fj9_0jLoPtMphp>Nvr&T>SOO`&ts*ruA z`rr^~=U;lAxm*JlHJ!YCl=0wujCi7cyUgFL?|USF*{fC6k$P~^0b<;Va0bu6*>rqr zv<3BUV|9ilFWMI!yN595hs%^r_5Gl!T-~Q)6!%+v*yA2+zt>eeW)=6y*a*1lSDQcG zblOz@kx^fPYx$#)=W};kUG{@bdb6JIE0qjt0C#4^y9CplsY%~!`rmmh9HoBRiTton zi6E_r*?d!czc2ODLfY;$>OgRFp^YLo#vcFJe#hGHds)ZXy=mE}0`Hd|P8UrZZYtkb z;Oy&au6J-E`z1>{>qAgvDL+@eyB!9f`S}qV6>e&e?ijxb2Vs{{5|>f0FY*q+(!oW9@Iz zmb-Mm(6`?Tbq5$NE0!cSjsLm(X^zX*523~FHk;P_p|u_>{N`OwaCY_s6Ivv;3y&Xor`lGmRb$}};1 zvbbCJNYUYs-E4OiAwfH>nMo)O z)sW1tM{7@o+0pq-FTb8e3_{zPqQ=RH5qKn6kt9z+mNJL>3YvlIi2_dv!YkoAEq}Tu z!x^X=P;ayu3jiJW3dV73N_awHBlA=w4aTAul3xtcfQi7+=i3I^KrC=|jgVTbr`sf+ucKlkf=06#lD4_h)Z!M+wjAT;+ zA&}PLnJHi#g?UrKp(I(qfNVX;t}MqeOE-T;G#PhdQEu;Z4laCabY;iEOacl!#Oy8p zN+L@UZ7ZZZDz6`cd^(0`?wJ@ME%nH^J<*mw~r<74tD(qGQ(ik%?3K6l`Onk)x; za(SLTsdEVk^?H0CB;J5k_R>ms*B;x*j^3pRDazMZ59LsaR zQ7E(w`>M6hh-~qF&_~W&2;x^%ih6iHV}`G@O445-Kzb%jJt3S}%ku~QY%k=#|1D!hbt?hex?w?2isdW@BoKlq_}%1=sl z!G}>5Zotm^gZq$qlSbaL;oWGLmKEE(h$SeG>3q_bn*ojtWr@ng!%(-E<)lF6`YW&L z4vxD{^g&OWV2Jdv8YmIIx%4{!1FST*-SE*i06ogKo&tdqxQ00Pv)a#KY69aX)cna% zrumVsw-o1qQ}j!LAOQh7G~3}bc_i{z{cIG==oigc`=kEPy86wptuKIskHl9Jk~oZQ z0_}Vs!veCNoi-x+%p|>Y>!K;$y9~tYf|omo?}2y^+zL6CbRKE#bzm`I)Ik;7ZftWc zO+jJJrQz@G9gymYyRxgd!;pXn5pm_P7K&kivM6t_iLzhr^XKYNKpGBFW%N=@F!TQM zq~eYnK&3b7xr^W}$SY~!J{AlGdfv83X7eG?BKAwV-gOi>Si(L}s7`}s_f1cHPE+vm zt>|W2s)S{J!G+nUE0}Gf-nYm&XwU~@%Hwl%zChs3=yr{d4BarQ+FQi3F>8zEpq&Ox|GRZ)_Ff?XmWcQr6Vq$bEc=vMVjX+@3#2)qlEzK zRZTK~L>;1R!4Ps1)yf}^pk&WRX?)iQoU+cN78&unrucXi`ywL&9vh<u~$|06u9Pw+(kz*fUi zV|XA_9GRuF0x3Dy*q=VL2kl3)qTLOTp?;-+eSmEXu#10D^a=3-C4Ac`w^$Y6$a_i zU3QK`Uiqlpr1r#>eSwIM>o!3Hwb%Odu#@NaN9mya(~ZMsC2{D+d(U#eIV(herBP3= zEgiYua%`n$wnm&2d}GNo`Y6&aPG7wFFoGT~5&1(z$byC`#xl7G_8B*<_%wU~4I==>}sR0$e}u?Z91n z?x7s0+S5zJu=SG)I{RtC-1&ecY8nrkeffe8Evy_9+{OC< zK1)WMX67tF6|S)V-sjg~jVqicDq#ge&I&jL=sN<#Rl0f&3u2_a4d--ws0W;MP-qZp z?1HN@Un#dCIw&Bn%_L`KN8+)~8pq4RVc*0l0ai*n&fAvI!w!+_7uCON%Yb(i^S&0<2Gq|5oPxsdf6!9gD#0%KeAHL zMUC>I%w80MsCo7YPHc!S>KpS<7-hVO5>9zv*cYgcxUMS9i%m$P?I8}Np4ps8!GGcP ztDRiPAVQ(6=y?b9Ua+2F6(K`ithdvRo)&}Mr))^yN{H?o2pDP(xUat=yoUidfeu;a z^7 z*Yh8ihk~^~j(?mWf~48c<U2mtBVM+pMg$2m9wpHJ`Vt~^ncN=tZbRn&h7vC_DuHY3c6?(w zDs*$2ODTyl5Z>!>YPm$PA*nr{^Vch5fJ$vIUaQ711SaPd+mP)7V$9CEi~Ryf+_N@n zBrpNSMe?sQo!E&yAF%GH_WZ^L@tH)wX#PuF6!{f}t1@|2V9CWr_;INTb1=gqfk*!X zy0moAFq?@=x)sO7CY|jr8n@z05$uXY_V+5Y_&)d|zIUa|`@e$jb#AD;=GlGgYlW+8;|WHgxLiF;w> zUER(iH7aC^Gt79#r405ZxQB*GP#{H$9k+$Z{h_J;3(x5oW^_``wQcfh6ku%HriR^z zV9J)l$CQZ^8Y(hNC02xx()7s#d%BW9VtHBggexQ3dmCPrIb{9X|5zRh*8bT4DpXa^ z32bkJC+5l+v;6pLU@5vY&8n4#jeabSNWn@ zYSQfK4t;b&ISoSp$_tMOSj^`JuyWhIejTtD;0k8G!?(oak|B`!GH$ zH99U#6M9RM1r>4^6OS=8turKoBlw1KQQ7I#S7Y+ z6N9TQkjQh6bE=&((PwnJ)SY&`*l5-QU&IuyGt8yT(PJ~?LGj<-cJJHKQ zCHVxp4gFXi3fBIpKT=wocuQsqFkk8ae4rx-bMdKl$CUIi!oPN5vW1ksBK~PL6m>-VYIoSHRBFPbXs**2i<_fg>dA9J@!Z zcoRV~6M!`LJ+e162AN>-@eIr&glvsH=laD4Si8r&_H1njW}@YN;h{9}p?lkf31I)>qkb`s#l9o^FM+p`voCE+B1Y4s)MHuV z6`I43RhcZrljihF9#D3uMgrYO$Z8|w(U}4!`!9F=P(dLV#g03M=vuW=%BN%(v^Rjk z&PhTArERfD7QW$uc6>@LbGoC5xDJ-u)%H*z%_mvbWy_x+Z>3a1Vaq(Y-R63BFgpYA zo#}GYDm$V5I6X%Ty(gqx&(Ezl7z7-D4S!rUZLk(J+$Yrg5o|OLG~dHBfwH^K33rSh zfkhGFD#sl%m=M2Xds|2lMKez)RnjGcsH*PSo*QgPU4HJ3`)gbjm*Yk$G#q|V z5twf(#ut7m~B(oIi&k!WT`Ms9#!AOn@;1VNB2I`bL(hOA=Rza zp_+6PFmx*ZT~OZ%VJ$o|qoEKN(i*Q?Cv;Zm0;zbPq!) zK{Wf#wPQe3)I`18W zs1q~;U#2B*Q394sjX1^reyB{@HYmcY0na`>afywu1DoE5Hd&E`kTH5~TRNa6T6-78b`^Go=AIn3*+8^~3Gz`uhd29m#hKkpx<9slQ0W7zPgIiJd z(PuW>o2Jkemfjj0`XVGSb8zYs*JZSK^4>PrVMi3rdOP|AhX(pcJek>}VSxlruhKXa zAe4LNBhFVmMjxDTfwdHp%~5m>~njC5(}U6g_afscCn;t}5(k*S%!xSOx6% z_wA8Eb#kzqn2L z(Y4!laLk8AH1s$YBJL-*_hqCa0Gbh$efeGp2FIbZFGx>c@bEHs&* zaTZ;pf-BPN{hl59EX@Q_u!?;`S^E%`^38G`ZyQAW41XK9%zi}9*Io2vFFESS7_pbM zo`!+=8B+OYt#G96_KEYRUNH4}8pHXq5DwH_w||wc3rk-+WH5tGzz~%#sK_O={{4PW zt4F*OqQcbHqFd$Rsg1Aeh30C|yjaLh#fJ|ayC-P-LKqRw!_p+i(o1ly;@MTRbEIgi zbj=L@`a4p7)%~O${b+yGpF6kU;wEnjYFf2K6)jGfha)1gAMhU_ORlC5f!BtS?OJrX ztw}U``l9^B!U=mcTluacvqTp?xkMFl&tfkMbD6>8>WXA9&k zqbLD=@3`V(*eRmAz*Lg zxKxFYi>P%u=13See*gY8E=qP_-g8!tQ*g2;MWt`f0VDUwm2k+j5@nQ=2e(u8qKMSS zvsHq@>)&T#tP&4QP?0z_FWF-?Bt0ao^;~>6(z4^5*^jS>a2ewF7m|sh`QX>aI9{em z{nPLlN^vn1va+_VPGnlA-9vsh-hQhdxz2torU`AIF`%x7K2qQnQ zMI=(8WmVp@nfv@fH89%8@Yx(poyS<|tNfgc6413rD@RoYa8z@5Q#PK$oRHd1x68W> z%?M26MyPZk`#PH4M@hU8D}$QtokCq?N0q0_^g<1BMZ{gxNESwp$r*Ji&vZ~~D}`n8 zIT3_6Q6O@G_9P-;9WZfd7DNFC5;yOzb3s;5^YG`bb3yQ8?QAg*>OuUThw0}i*I&oy zkK>W_t0S{)PYtxTxOvO%m4v}*;pt)4bVYm@$D za&tDj+H8ne%MLMTwn_N1-GwiT58J)UgyEQKN?RaN5qP&_>K5KL z39_fJwM#7fpGl5=w#qR`zbY-{uxbf21z%bHAq#mIRv= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.30175414428376585,0.30112232829530405,0.2990202748826515 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,754552.8113641972,752984.4192876149,750107.2737808328 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,49529.77449791308,44329.76646173106,39159.45860664165 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,4335.103148326725,3970.1436871856044,3563.758325231233 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,7834.787103754956,7814.4993526839335,7789.446400547657 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,6790.915177024769,6773.707406230397,6734.8455822324595 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,336.0954273567496,320.18549221259616,303.48286314956806 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,38.999571077551494,38.97813391667,38.788894151509346 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,9.845327900626657,9.826780907273822,9.728638615140152 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,9.92855058278212,9.896574590344532,9.807368124790582 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,19.11120104088777,19.06683717160466,18.91991542799836 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,1.9281741450543308,1.9243343671398156,1.9080303961975615 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,97.04622661247781,85.884977667534,74.2696929751333 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,63.60672027477934,52.77270242090221,43.58177362660231 +Data,1047903.0,1047903.0,1047903.0,1047903.0,863853.0,854944.0,844713.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JER_down.csv new file mode 100644 index 00000000..b22fee71 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9086202562710456,0.9032729107620694,0.30136641526403185,0.30073459927557006,0.29863254586291754,, +QCD,717986.216814939,956785.8146709627,948364.0361544128,941611.8267485962,754496.0620880035,752936.7646611074,750077.8617081649,, +TT,63126.80979180276,63126.80979180276,62673.79614323329,62216.48155564703,49469.34874682441,44281.27331024803,39123.833732942854,, +ST,5417.824558008516,5417.824558008516,5377.353115354821,5346.142315388623,4331.322795140036,3966.3474558289413,3560.351662865544,, +W+Jets,9487.889178263631,9487.889178263631,9420.543436555281,9370.593747378542,7830.22486542637,7809.937114355349,7785.400628667634,, +Z+Jets,12055.822300436781,12055.822300436781,11963.681352389223,11895.51750751837,6787.97110352534,6771.117645697598,6732.151861603023,, +Diboson,544.751536187187,544.751536187187,541.5333279703598,539.5308044193844,336.208740931941,320.29880578778756,303.6720365276853,, +ggFHbb,120.74204174793252,120.74204174793252,120.07126024952862,119.40043805803371,39.08114940009345,39.05971223921196,38.87047247405131,, +VBFHbb,32.24173303425971,32.24173303425971,32.09098572075379,31.915490654706662,9.839370046175077,9.820823052822242,9.722680760688572,, +ZHbb,32.70020301080715,32.70020301080715,32.51229709989521,32.39048595448399,9.917885138845206,9.885909146407617,9.796702680853667,, +WHbb,56.014320595270185,56.014320595270185,55.68961912767411,55.51113359847001,19.10746601933774,19.063102150054632,18.916180406448333,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.850277343583236,4.823413122979026,1.925879544563995,1.9220397666494795,1.905669229852938,, +ttHbb,156.94119216557863,156.94119216557863,155.94705721730352,154.8512284574327,96.96277123860979,85.81557467540266,74.21606240134093,, +HWW,80.56791059341468,80.56791059341468,80.06917628289587,79.44977797155293,63.490065562691505,52.68396852595001,43.51687144284523,, +Data,1047903.0,1047903.0,,,863853.0,854944.0,844713.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JER_up.csv new file mode 100644 index 00000000..7d702460 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9087910422523933,0.9039911771807736,0.30181419690901495,0.30118238092055316,0.29909776577343905,, +QCD,717986.216814939,956785.8146709627,948644.7035294859,941689.1725997124,754715.5199723188,753134.7479301945,750251.9365345207,, +TT,63126.80979180276,63126.80979180276,62748.65359108715,62350.558550020374,49581.08106018262,44369.23332839295,39189.123306614805,, +ST,5417.824558008516,5417.824558008516,5380.019529035428,5352.781145230527,4336.103656997989,3970.877734250647,3563.181072832113,, +W+Jets,9487.889178263631,9487.889178263631,9424.098448265346,9376.427000646685,7837.1106797885595,7816.822928717539,7791.573471785453,, +Z+Jets,12055.822300436781,12055.822300436781,11970.280347915328,11907.501953889905,6792.360403864935,6775.275920925513,6736.3344008445665,, +Diboson,544.751536187187,544.751536187187,541.0881926888653,539.2414054191454,335.99317001586985,320.005274959971,303.302645896943,, +ggFHbb,120.74204174793252,120.74204174793252,120.07042524743345,119.27825223478067,38.98833072689881,38.96689356601732,38.77765380085667,, +VBFHbb,32.24173303425971,32.24173303425971,32.11233185743809,31.972834248054944,9.851790818054113,9.83324382470128,9.73510153256761,, +ZHbb,32.70020301080715,32.70020301080715,32.50629199227846,32.37127325754241,9.930739682671923,9.898763690234336,9.809557224680384,, +WHbb,56.014320595270185,56.014320595270185,55.67763486575412,55.48629077310594,19.102692705898072,19.05832883661496,18.911407093008663,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.8517784616619,4.8285634978383225,1.9299360112620434,1.926057142399399,1.9095143794842424,, +ttHbb,156.94119216557863,156.94119216557863,156.03648620372667,155.10345329641785,97.15099751928513,85.95956128176189,74.32330052260997,, +HWW,80.56791059341468,80.56791059341468,80.16639644289663,79.67713590709836,63.657224321188984,52.8022508024436,43.60289736509357,, +Data,1047903.0,1047903.0,,,863853.0,854944.0,844713.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JES_down.csv new file mode 100644 index 00000000..2aff1e53 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9021974589337566,0.8921274934572291,0.29705561791796636,0.29642689137626504,0.29437353650447756,, +QCD,717986.216814939,956785.8146709627,938661.3615136005,924579.0079995885,741099.5872399932,739572.4777698454,736742.0701811812,, +TT,63126.80979180276,63126.80979180276,62281.26379618576,61419.84821786183,48827.039128703036,43710.71917983769,38629.947657615056,, +ST,5417.824558008516,5417.824558008516,5343.110583081037,5284.0364074716335,4279.58513599101,3920.5742801966826,3519.826141176559,, +W+Jets,9487.889178263631,9487.889178263631,9357.72731042376,9249.165805487482,7725.66712348136,7705.534925302555,7681.143967058058,, +Z+Jets,12055.822300436781,12055.822300436781,11862.409496423767,11728.495220567063,6691.981356684962,6675.643989547845,6637.486427045783,, +Diboson,544.751536187187,544.751536187187,538.0128172568578,533.0567491419495,332.7127077180938,316.8027725739403,300.24671632987963,, +ggFHbb,120.74204174793252,120.74204174793252,119.40071843999348,117.91244552095317,38.4118699348613,38.3904327739798,38.20119300881916,, +VBFHbb,32.24173303425971,32.24173303425971,31.963053181455805,31.627848698776596,9.698761154629285,9.680214161276451,9.582071869142782,, +ZHbb,32.70020301080715,32.70020301080715,32.31418583302164,32.04157172822267,9.808835150191184,9.776859157753595,9.687652692199643,, +WHbb,56.014320595270185,56.014320595270185,55.31129788288006,54.93711011186556,18.863712978242347,18.819349108959244,18.677488367729833,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.818097766172652,4.7680686559651555,1.902902173155059,1.8991368209920378,1.8828778052970496,, +ttHbb,156.94119216557863,156.94119216557863,154.9802638394503,152.95156197255415,95.69624798737142,84.69558423256491,73.26421597631409,, +HWW,80.56791059341468,80.56791059341468,79.61251131832795,78.50954646527252,62.74209832945888,52.06892894790838,43.02795122389627,, +Data,1047903.0,1047903.0,,,863853.0,854944.0,844713.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JES_up.csv new file mode 100644 index 00000000..5ea989a4 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9145866495848747,0.9145155175981409,0.305917752391553,0.305263528326135,0.30314808666745197,, +QCD,717986.216814939,956785.8146709627,956667.0157052347,956553.6806509071,766526.3304103694,764907.8171865428,761977.3142833735,, +TT,63126.80979180276,63126.80979180276,63116.826564698415,63107.18599108666,50192.86646679405,44914.00808985029,39659.13643348703,, +ST,5417.824558008516,5417.824558008516,5417.184318734426,5416.5525968038955,4390.6354254617745,4020.1160194838417,3607.9946749491046,, +W+Jets,9487.889178263631,9487.889178263631,9487.064804758824,9486.32235540528,7928.025752653814,7907.657693716114,7882.269405542142,, +Z+Jets,12055.822300436781,12055.822300436781,12054.071026015921,12053.005237267775,6875.70662735953,6858.460353717322,6819.2734312648645,, +Diboson,544.751536187187,544.751536187187,544.751536187187,544.751536187187,339.8788299214829,323.89093486558403,306.95691301127385,, +ggFHbb,120.74204174793252,120.74204174793252,120.71963054554595,120.71963054554595,39.529017677909756,39.50758051702826,39.31834075186762,, +VBFHbb,32.24173303425971,32.24173303425971,32.23831123818383,32.23831123818383,9.947509860624645,9.92896286727181,9.83082057513814,, +ZHbb,32.70020301080715,32.70020301080715,32.696277043463795,32.696277043463795,10.043761604293165,10.01178561185558,9.922579146301626,, +WHbb,56.014320595270185,56.014320595270185,56.00371732736636,56.00176596226789,19.30942239165516,19.264641668568935,19.11563514309683,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.879327906819619,4.87917304753225,1.9489822828122803,1.945052930094757,1.928139099730714,, +ttHbb,156.94119216557863,156.94119216557863,156.92518417388314,156.89562337944528,98.30719516610125,86.96484142465988,75.17459901940965,, +HWW,80.56791059341468,80.56791059341468,80.56035519769166,80.54779884286333,64.35424250722694,53.373180245057576,44.053122088223716,, +Data,1047903.0,1047903.0,,,863853.0,854944.0,844713.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JMR_down.csv new file mode 100644 index 00000000..ddb12e48 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.30175414428376585,0.30112232829530405,0.2990202748826515 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,754552.8113641972,752984.4192876149,750107.2737808328 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,49529.77449791308,44329.76646173106,39159.45860664165 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,4335.103148326725,3970.1436871856044,3563.758325231233 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,7834.787103754956,7814.4993526839335,7789.446400547657 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,6790.915177024769,6773.707406230397,6734.8455822324595 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,336.0954273567496,320.18549221259616,303.48286314956806 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,38.999571077551494,38.97813391667,38.788894151509346 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,9.845327900626657,9.826780907273822,9.728638615140152 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,9.92855058278212,9.896574590344532,9.807368124790582 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,19.11120104088777,19.06683717160466,18.91991542799836 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,1.9281741450543308,1.9243343671398156,1.9080303961975615 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,97.04622661247781,85.884977667534,74.2696929751333 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,63.60672027477934,52.77270242090221,43.58177362660231 +Data,1047903.0,1047903.0,1047903.0,1047903.0,863853.0,854944.0,844713.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JMR_up.csv new file mode 100644 index 00000000..ddb12e48 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.30175414428376585,0.30112232829530405,0.2990202748826515 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,754552.8113641972,752984.4192876149,750107.2737808328 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,49529.77449791308,44329.76646173106,39159.45860664165 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,4335.103148326725,3970.1436871856044,3563.758325231233 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,7834.787103754956,7814.4993526839335,7789.446400547657 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,6790.915177024769,6773.707406230397,6734.8455822324595 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,336.0954273567496,320.18549221259616,303.48286314956806 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,38.999571077551494,38.97813391667,38.788894151509346 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,9.845327900626657,9.826780907273822,9.728638615140152 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,9.92855058278212,9.896574590344532,9.807368124790582 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,19.11120104088777,19.06683717160466,18.91991542799836 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,1.9281741450543308,1.9243343671398156,1.9080303961975615 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,97.04622661247781,85.884977667534,74.2696929751333 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,63.60672027477934,52.77270242090221,43.58177362660231 +Data,1047903.0,1047903.0,1047903.0,1047903.0,863853.0,854944.0,844713.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JMS_down.csv new file mode 100644 index 00000000..ddb12e48 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.30175414428376585,0.30112232829530405,0.2990202748826515 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,754552.8113641972,752984.4192876149,750107.2737808328 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,49529.77449791308,44329.76646173106,39159.45860664165 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,4335.103148326725,3970.1436871856044,3563.758325231233 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,7834.787103754956,7814.4993526839335,7789.446400547657 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,6790.915177024769,6773.707406230397,6734.8455822324595 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,336.0954273567496,320.18549221259616,303.48286314956806 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,38.999571077551494,38.97813391667,38.788894151509346 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,9.845327900626657,9.826780907273822,9.728638615140152 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,9.92855058278212,9.896574590344532,9.807368124790582 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,19.11120104088777,19.06683717160466,18.91991542799836 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,1.9281741450543308,1.9243343671398156,1.9080303961975615 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,97.04622661247781,85.884977667534,74.2696929751333 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,63.60672027477934,52.77270242090221,43.58177362660231 +Data,1047903.0,1047903.0,1047903.0,1047903.0,863853.0,854944.0,844713.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JMS_up.csv new file mode 100644 index 00000000..ddb12e48 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/fail_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9735,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.30175414428376585,0.30112232829530405,0.2990202748826515 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,754552.8113641972,752984.4192876149,750107.2737808328 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,49529.77449791308,44329.76646173106,39159.45860664165 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,4335.103148326725,3970.1436871856044,3563.758325231233 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,7834.787103754956,7814.4993526839335,7789.446400547657 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,6790.915177024769,6773.707406230397,6734.8455822324595 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,336.0954273567496,320.18549221259616,303.48286314956806 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,38.999571077551494,38.97813391667,38.788894151509346 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,9.845327900626657,9.826780907273822,9.728638615140152 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,9.92855058278212,9.896574590344532,9.807368124790582 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,19.11120104088777,19.06683717160466,18.91991542799836 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,1.9281741450543308,1.9243343671398156,1.9080303961975615 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,97.04622661247781,85.884977667534,74.2696929751333 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,63.60672027477934,52.77270242090221,43.58177362660231 +Data,1047903.0,1047903.0,1047903.0,1047903.0,863853.0,854944.0,844713.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow.csv new file mode 100644 index 00000000..0f8e6c51 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.06961807654368768,0.048413744362824015,0.04455222834891105,0.04449387667129653,0.04426114973777366 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,34.77263900554921,0.555839799505896,0.555839799505896,0.555839799505896,0.555839799505896 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,17.143754655213737,3.058089001938339,3.117227160147059,2.785294884673379,2.7114602331480677 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.9193353190391875,0.30245845618708966,0.30245845618708966,0.30245845618708966,0.30245845618708966 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,4.343735840135662,1.0371520695821397,1.0371520695821397,1.0371520695821397,1.0371520695821397 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,2.731005739872735,1.198281146340021,1.198281146340021,1.198281146340021,1.198281146340021 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0,0.0 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.019332181450584476,0.019332181450584476,0.019332181450584476,0.019332181450584476,0.019332181450584476 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0,0.0 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.005904869007387837,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.006447934325647545,0.0023982220543541906,0.0023982220543541906,0.0023982220543541906,0.0023982220543541906 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0007828385699077611,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.049227678540283676,0.01627962978203601,0.015205724659201185,0.014251925222883715,0.013531822333255755 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.6784806466287586,0.2123894357700443,0.20036635492713223,0.19400882503942837,0.1832713737380251 +Data,1047903.0,1047903.0,1047903.0,1047903.0,182.0,33.0,33.0,33.0,32.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JER_down.csv new file mode 100644 index 00000000..d1a44b30 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScore_JER_down >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.995 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9086202562710456,0.9032729107620694,0.069611433089575,0.04840994147253862,0.044548425458625654,0.044490073781011136,0.04428701701693781,,, +QCD,717986.216814939,956785.8146709627,948364.0361544128,941611.8267485962,38.675335962487175,0.555839799505896,0.555839799505896,0.555839799505896,0.555839799505896,,, +TT,63126.80979180276,63126.80979180276,62673.79614323329,62216.48155564703,17.36194297952672,3.0876615077422653,3.146799665950985,2.8148673904773056,2.741032738951994,,, +ST,5417.824558008516,5417.824558008516,5377.353115354821,5346.142315388623,0.9193353190391875,0.30245845618708966,0.30245845618708966,0.30245845618708966,0.30245845618708966,,, +W+Jets,9487.889178263631,9487.889178263631,9420.543436555281,9370.593747378542,4.343735840135662,1.0371520695821397,1.0371520695821397,1.0371520695821397,1.0371520695821397,,, +Z+Jets,12055.822300436781,12055.822300436781,11963.681352389223,11895.51750751837,2.6497698058898704,1.1170452123571555,1.1170452123571555,1.1170452123571555,1.1170452123571555,,, +Diboson,544.751536187187,544.751536187187,541.5333279703598,539.5308044193844,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,120.74204174793252,120.74204174793252,120.07126024952862,119.40043805803371,0.019332181450584476,0.019332181450584476,0.019332181450584476,0.019332181450584476,0.019332181450584476,,, +VBFHbb,32.24173303425971,32.24173303425971,32.09098572075379,31.915490654706662,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,32.70020301080715,32.70020301080715,32.51229709989521,32.39048595448399,0.005904869007387837,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,,, +WHbb,56.014320595270185,56.014320595270185,55.68961912767411,55.51113359847001,0.007044610952192595,0.0023982220543541906,0.0023982220543541906,0.0023982220543541906,0.0023982220543541906,,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.850277343583236,4.823413122979026,0.0007828385699077611,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,,, +ttHbb,156.94119216557863,156.94119216557863,155.94705721730352,154.8512284574327,0.049227678540283676,0.01627962978203601,0.015205724659201185,0.014251925222883715,0.013531822333255755,,, +HWW,80.56791059341468,80.56791059341468,80.06917628289587,79.44977797155293,0.6800232911141159,0.21562188060665832,0.20359879976374626,0.19724126987604243,0.18650381857463919,,, +Data,1047903.0,1047903.0,,,,33.0,33.0,33.0,32.0,1047903.0,1047903.0,182.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JER_up.csv new file mode 100644 index 00000000..f99fc1cc --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScore_JER_up >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.995 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9087910422523933,0.9039911771807736,0.06998570927041846,0.04864232859474617,0.04476834657236538,0.04470999489475086,0.04448958567802845,,, +QCD,717986.216814939,956785.8146709627,948644.7035294859,941689.1725997124,34.77263900554921,0.555839799505896,0.555839799505896,0.555839799505896,0.555839799505896,,, +TT,63126.80979180276,63126.80979180276,62748.65359108715,62350.558550020374,17.356373094242535,3.148178079617372,3.2073162378260918,2.875383962352412,2.8015493108271,,, +ST,5417.824558008516,5417.824558008516,5380.019529035428,5352.781145230527,0.8941191041098244,0.30245845618708966,0.30245845618708966,0.30245845618708966,0.30245845618708966,,, +W+Jets,9487.889178263631,9487.889178263631,9424.098448265346,9376.427000646685,4.291392261194026,1.0371520695821397,1.0371520695821397,1.0371520695821397,1.0371520695821397,,, +Z+Jets,12055.822300436781,12055.822300436781,11970.280347915328,11907.501953889905,2.804690376688436,1.198281146340021,1.198281146340021,1.198281146340021,1.198281146340021,,, +Diboson,544.751536187187,544.751536187187,541.0881926888653,539.2414054191454,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,120.74204174793252,120.74204174793252,120.07042524743345,119.27825223478067,0.019332181450584476,0.019332181450584476,0.019332181450584476,0.019332181450584476,0.019332181450584476,,, +VBFHbb,32.24173303425971,32.24173303425971,32.11233185743809,31.972834248054944,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,32.70020301080715,32.70020301080715,32.50629199227846,32.37127325754241,0.005904869007387837,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,,, +WHbb,56.014320595270185,56.014320595270185,55.67763486575412,55.48629077310594,0.006447934325647545,0.0023982220543541906,0.0023982220543541906,0.0023982220543541906,0.0023982220543541906,,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.8517784616619,4.8285634978383225,0.0007828385699077611,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,,, +ttHbb,156.94119216557863,156.94119216557863,156.03648620372667,155.10345329641785,0.04846114093365963,0.01551309217541196,0.014439187052577133,0.01348538761625966,0.012765284726631703,,, +HWW,80.56791059341468,80.56791059341468,80.16639644289663,79.67713590709836,0.6745058689638845,0.21122809535002923,0.19920501450711717,0.1928474846194133,0.18211003331801007,,, +Data,1047903.0,1047903.0,,,,33.0,33.0,33.0,32.0,1047903.0,1047903.0,182.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JES_down.csv new file mode 100644 index 00000000..36513a8e --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScore_JES_down >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.995 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9021974589337566,0.8921274934572291,0.06899558603761696,0.04809091748521565,0.04428205641884461,0.044223704741230094,0.04398257817659365,,, +QCD,717986.216814939,956785.8146709627,938661.3615136005,924579.0079995885,38.675335962487175,0.555839799505896,0.555839799505896,0.555839799505896,0.555839799505896,,, +TT,63126.80979180276,63126.80979180276,62281.26379618576,61419.84821786183,17.10928471287575,3.106720407790599,3.165858565999319,2.8339262905256395,2.760091639000328,,, +ST,5417.824558008516,5417.824558008516,5343.110583081037,5284.0364074716335,0.9193353190391875,0.30245845618708966,0.30245845618708966,0.30245845618708966,0.30245845618708966,,, +W+Jets,9487.889178263631,9487.889178263631,9357.72731042376,9249.165805487482,4.19457575037873,1.0371520695821397,1.0371520695821397,1.0371520695821397,1.0371520695821397,,, +Z+Jets,12055.822300436781,12055.822300436781,11862.409496423767,11728.495220567063,2.71692181332763,1.1170452123571555,1.1170452123571555,1.1170452123571555,1.1170452123571555,,, +Diboson,544.751536187187,544.751536187187,538.0128172568578,533.0567491419495,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,120.74204174793252,120.74204174793252,119.40071843999348,117.91244552095317,0.019332181450584476,0.019332181450584476,0.019332181450584476,0.019332181450584476,0.019332181450584476,,, +VBFHbb,32.24173303425971,32.24173303425971,31.963053181455805,31.627848698776596,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,32.70020301080715,32.70020301080715,32.31418583302164,32.04157172822267,0.005904869007387837,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,,, +WHbb,56.014320595270185,56.014320595270185,55.31129788288006,54.93711011186556,0.007547547885173581,0.003497835613880227,0.003497835613880227,0.003497835613880227,0.003497835613880227,,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.818097766172652,4.7680686559651555,0.0007114921480919195,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,,, +ttHbb,156.94119216557863,156.94119216557863,154.9802638394503,152.95156197255415,0.04801535057802785,0.015314883953394174,0.01424097883055935,0.013287179394241877,0.012567076504613922,,, +HWW,80.56791059341468,80.56791059341468,79.61251131832795,78.50954646527252,0.6730029797806384,0.21403253503886163,0.2020094541959496,0.1956519243082457,0.1849144730068425,,, +Data,1047903.0,1047903.0,,,,33.0,33.0,33.0,32.0,1047903.0,1047903.0,182.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JES_up.csv new file mode 100644 index 00000000..172f5dd9 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScore_JES_up >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.995 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9145866495848747,0.9145155175981409,0.07026602725812967,0.04869851948267234,0.04485364455330076,0.04479529287568623,0.04457488365896383,,, +QCD,717986.216814939,956785.8146709627,956667.0157052347,956553.6806509071,47.10508213400744,0.555839799505896,0.555839799505896,0.555839799505896,0.555839799505896,,, +TT,63126.80979180276,63126.80979180276,63116.826564698415,63107.18599108666,17.66790881922076,3.1893310687187366,3.248469226927456,2.9165369514537764,2.842702299928465,,, +ST,5417.824558008516,5417.824558008516,5417.184318734426,5416.5525968038955,0.8941191041098244,0.30245845618708966,0.30245845618708966,0.30245845618708966,0.30245845618708966,,, +W+Jets,9487.889178263631,9487.889178263631,9487.064804758824,9486.32235540528,4.254079548959083,1.0371520695821397,1.0371520695821397,1.0371520695821397,1.0371520695821397,,, +Z+Jets,12055.822300436781,12055.822300436781,12054.071026015921,12053.005237267775,2.6415656725763155,1.1170452123571555,1.1170452123571555,1.1170452123571555,1.1170452123571555,,, +Diboson,544.751536187187,544.751536187187,544.751536187187,544.751536187187,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,120.74204174793252,120.74204174793252,120.71963054554595,120.71963054554595,0.006581877734105716,0.006581877734105716,0.006581877734105716,0.006581877734105716,0.006581877734105716,,, +VBFHbb,32.24173303425971,32.24173303425971,32.23831123818383,32.23831123818383,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,32.70020301080715,32.70020301080715,32.696277043463795,32.696277043463795,0.005904869007387837,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,,, +WHbb,56.014320595270185,56.014320595270185,56.00371732736636,56.00176596226789,0.007044892604143723,0.0029951803328503684,0.0029951803328503684,0.0029951803328503684,0.0029951803328503684,,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.879327906819619,4.87917304753225,0.0007828385699077611,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,,, +ttHbb,156.94119216557863,156.94119216557863,156.92518417388314,156.89562337944528,0.04530891323355568,0.015286469833629834,0.014212564710795008,0.013258765274477535,0.012538662384849578,,, +HWW,80.56791059341468,80.56791059341468,80.56035519769166,80.54779884286333,0.6805919461536805,0.21872555980739003,0.20670247896447796,0.2003449490767741,0.1896074977753709,,, +Data,1047903.0,1047903.0,,,,33.0,33.0,33.0,32.0,1047903.0,1047903.0,182.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JMR_down.csv new file mode 100644 index 00000000..18231c12 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_down >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.995 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.07110603038708058,0.049379536457128545,0.045583575708211074,0.045525224030596556,0.04526580404591611, +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,34.50221832593027,0.555839799505896,0.555839799505896,0.555839799505896,0.555839799505896, +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,17.055210817017567,3.175380819651773,3.2345189778604926,2.9025867023868126,2.789723575865126, +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.9237053637899725,0.2793657353914413,0.2793657353914413,0.2793657353914413,0.2793657353914413, +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,4.431738719335214,1.133893703111495,1.0371520695821397,1.0371520695821397,1.0371520695821397, +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,2.659993309724344,1.136153209964283,1.136153209964283,1.136153209964283,1.136153209964283, +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0,0.0, +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.02504445648489656,0.02504445648489656,0.02504445648489656,0.02504445648489656,0.02504445648489656, +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0,0.0, +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.005904869007387837,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596, +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.007731450447681342,0.0036817381763879875,0.0036817381763879875,0.0036817381763879875,0.0036817381763879875, +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0007828385699077611,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367, +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.04590994842420493,0.01791214697068382,0.01683824184784899,0.015884442411531523,0.015164339521903561, +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.6885375997964097,0.2159259900867116,0.20390290924379953,0.1973510169018129,0.18661356560040965, +Data,1047903.0,1047903.0,1047903.0,1047903.0,,33.0,33.0,33.0,32.0,182.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JMR_up.csv new file mode 100644 index 00000000..32a5909e --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_up >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.995 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.06401663628178395,0.04438347689929961,0.040526002481622594,0.040467650804008076,0.04028890921246411, +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,45.566594178375574,0.0,0.0,0.0,0.0, +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,17.038602594919418,3.230406482959852,3.289544641168571,2.987523826752153,2.9136891752268412, +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,1.162643445563609,0.3019051923369343,0.3019051923369343,0.3019051923369343,0.3019051923369343, +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,3.6932196157205643,1.0371520695821397,1.0371520695821397,1.0371520695821397,1.0371520695821397, +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,2.675139337020165,1.0399484507732304,1.0399484507732304,1.0399484507732304,1.0399484507732304, +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0,0.0, +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.01275030371647876,0.01275030371647876,0.01275030371647876,0.01275030371647876,0.01275030371647876, +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0,0.0, +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.005904869007387837,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596, +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.00886085903452757,0.003690511115092701,0.003690511115092701,0.003690511115092701,0.003690511115092701, +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0008378953285394234,0.0002862255555586899,0.0002862255555586899,0.0002862255555586899,0.0002862255555586899, +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.055265719846526326,0.018940464765501444,0.017866559642666615,0.017866559642666615,0.015854344803852664, +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.6025090531955356,0.18395428065787056,0.17357280914665513,0.16630040041496974,0.15343628237357942, +Data,1047903.0,1047903.0,1047903.0,1047903.0,,33.0,33.0,33.0,32.0,182.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JMS_down.csv new file mode 100644 index 00000000..29e0dee9 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_down >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.995 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.06964323641361764,0.04840969522874978,0.04456338894622604,0.04450503726861152,0.04427231033508865, +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,34.77263900554921,0.555839799505896,0.555839799505896,0.555839799505896,0.555839799505896, +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,17.206853230767408,3.0876615077422653,3.146799665950985,2.8148673904773056,2.741032738951994, +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.8710263833141761,0.2793657353914413,0.2793657353914413,0.2793657353914413,0.2793657353914413, +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,4.4908387674496835,1.0371520695821397,1.0371520695821397,1.0371520695821397,1.0371520695821397, +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,2.6497698058898704,1.1170452123571555,1.1170452123571555,1.1170452123571555,1.1170452123571555, +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0,0.0, +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.019332181450584476,0.019332181450584476,0.019332181450584476,0.019332181450584476,0.019332181450584476, +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0,0.0, +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596, +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.006447934325647545,0.0023982220543541906,0.0023982220543541906,0.0023982220543541906,0.0023982220543541906, +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0007828385699077611,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367, +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.049227678540283676,0.01627962978203601,0.015205724659201185,0.014251925222883715,0.013531822333255755, +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.6949900069727692,0.21563321228154853,0.2036101314386365,0.19725260155093263,0.18651515024952942, +Data,1047903.0,1047903.0,1047903.0,1047903.0,,33.0,33.0,33.0,32.0,182.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JMS_up.csv new file mode 100644 index 00000000..60e23ed0 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passggf_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_up >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9735,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.995 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.0695124483619973,0.0483365154581579,0.044506988821342006,0.04444863714372748,0.04421591021020461, +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,38.675335962487175,0.555839799505896,0.555839799505896,0.555839799505896,0.555839799505896, +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,16.844510351095607,3.1216893876147656,3.180827545823485,2.848895270349805,2.7750606188244937, +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.9193353190391875,0.30245845618708966,0.30245845618708966,0.30245845618708966,0.30245845618708966, +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,4.343735840135662,1.0371520695821397,1.0371520695821397,1.0371520695821397,1.0371520695821397, +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,2.731005739872735,1.198281146340021,1.198281146340021,1.198281146340021,1.198281146340021, +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0,0.0, +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.019332181450584476,0.019332181450584476,0.019332181450584476,0.019332181450584476,0.019332181450584476, +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0,0.0, +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.005904869007387837,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596,0.0032189267356106596, +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.006447934325647545,0.0023982220543541906,0.0023982220543541906,0.0023982220543541906,0.0023982220543541906, +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0007828385699077611,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367,0.00012382488477811367, +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.0468376391990214,0.01551309217541196,0.014439187052577133,0.01348538761625966,0.012765284726631703, +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.6738473314273857,0.21009754501722364,0.19807446417431157,0.19171693428660772,0.18097948298520444, +Data,1047903.0,1047903.0,1047903.0,1047903.0,,33.0,33.0,33.0,32.0,182.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow.csv new file mode 100644 index 00000000..d3483f27 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.009583006101330529,0.004381194011370422,0.004381194011370422,0.004357890672393658 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,5.766758281634221,0.0,0.0,0.0 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.055091396808934615,0.0,0.0,0.0 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,0.13412189797405288,0.0,0.0,0.0 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.0,0.0,0.0,0.0 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.0,0.0,0.0,0.0 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.0,0.0,0.0,0.0 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0002247348412580244,0.0,0.0,0.0 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397 +Data,1047903.0,1047903.0,1047903.0,1047903.0,24.0,1.0,1.0,1.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JER_down.csv new file mode 100644 index 00000000..1027650b --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9086202562710456,0.9032729107620694,0.009583006101330529,0.004381194011370422,0.004381194011370422,0.004357890672393658,, +QCD,717986.216814939,956785.8146709627,948364.0361544128,941611.8267485962,5.766758281634221,0.0,0.0,0.0,, +TT,63126.80979180276,63126.80979180276,62673.79614323329,62216.48155564703,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409,, +ST,5417.824558008516,5417.824558008516,5377.353115354821,5346.142315388623,0.055091396808934615,0.0,0.0,0.0,, +W+Jets,9487.889178263631,9487.889178263631,9420.543436555281,9370.593747378542,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557,, +Z+Jets,12055.822300436781,12055.822300436781,11963.681352389223,11895.51750751837,0.13412189797405288,0.0,0.0,0.0,, +Diboson,544.751536187187,544.751536187187,541.5333279703598,539.5308044193844,0.0,0.0,0.0,0.0,, +ggFHbb,120.74204174793252,120.74204174793252,120.07126024952862,119.40043805803371,0.0,0.0,0.0,0.0,, +VBFHbb,32.24173303425971,32.24173303425971,32.09098572075379,31.915490654706662,0.0,0.0,0.0,0.0,, +ZHbb,32.70020301080715,32.70020301080715,32.51229709989521,32.39048595448399,0.0,0.0,0.0,0.0,, +WHbb,56.014320595270185,56.014320595270185,55.68961912767411,55.51113359847001,0.0,0.0,0.0,0.0,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.850277343583236,4.823413122979026,0.0002247348412580244,0.0,0.0,0.0,, +ttHbb,156.94119216557863,156.94119216557863,155.94705721730352,154.8512284574327,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825,, +HWW,80.56791059341468,80.56791059341468,80.06917628289587,79.44977797155293,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397,, +Data,1047903.0,1047903.0,,,24.0,1.0,1.0,1.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JER_up.csv new file mode 100644 index 00000000..edfe2c6e --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9087910422523933,0.9039911771807736,0.009583006101330529,0.004381194011370422,0.004381194011370422,0.004357890672393658,, +QCD,717986.216814939,956785.8146709627,948644.7035294859,941689.1725997124,5.766758281634221,0.0,0.0,0.0,, +TT,63126.80979180276,63126.80979180276,62748.65359108715,62350.558550020374,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409,, +ST,5417.824558008516,5417.824558008516,5380.019529035428,5352.781145230527,0.055091396808934615,0.0,0.0,0.0,, +W+Jets,9487.889178263631,9487.889178263631,9424.098448265346,9376.427000646685,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557,, +Z+Jets,12055.822300436781,12055.822300436781,11970.280347915328,11907.501953889905,0.13412189797405288,0.0,0.0,0.0,, +Diboson,544.751536187187,544.751536187187,541.0881926888653,539.2414054191454,0.0,0.0,0.0,0.0,, +ggFHbb,120.74204174793252,120.74204174793252,120.07042524743345,119.27825223478067,0.0,0.0,0.0,0.0,, +VBFHbb,32.24173303425971,32.24173303425971,32.11233185743809,31.972834248054944,0.0,0.0,0.0,0.0,, +ZHbb,32.70020301080715,32.70020301080715,32.50629199227846,32.37127325754241,0.0,0.0,0.0,0.0,, +WHbb,56.014320595270185,56.014320595270185,55.67763486575412,55.48629077310594,0.0,0.0,0.0,0.0,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.8517784616619,4.8285634978383225,0.0002247348412580244,0.0,0.0,0.0,, +ttHbb,156.94119216557863,156.94119216557863,156.03648620372667,155.10345329641785,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825,, +HWW,80.56791059341468,80.56791059341468,80.16639644289663,79.67713590709836,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397,, +Data,1047903.0,1047903.0,,,24.0,1.0,1.0,1.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JES_down.csv new file mode 100644 index 00000000..bd47861d --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9021974589337566,0.8921274934572291,0.009553627596180605,0.0043518155062205,0.0043518155062205,0.004328512167243737,, +QCD,717986.216814939,956785.8146709627,938661.3615136005,924579.0079995885,5.766758281634221,0.0,0.0,0.0,, +TT,63126.80979180276,63126.80979180276,62281.26379618576,61419.84821786183,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409,, +ST,5417.824558008516,5417.824558008516,5343.110583081037,5284.0364074716335,0.055091396808934615,0.0,0.0,0.0,, +W+Jets,9487.889178263631,9487.889178263631,9357.72731042376,9249.165805487482,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557,, +Z+Jets,12055.822300436781,12055.822300436781,11862.409496423767,11728.495220567063,0.13412189797405288,0.0,0.0,0.0,, +Diboson,544.751536187187,544.751536187187,538.0128172568578,533.0567491419495,0.0,0.0,0.0,0.0,, +ggFHbb,120.74204174793252,120.74204174793252,119.40071843999348,117.91244552095317,0.0,0.0,0.0,0.0,, +VBFHbb,32.24173303425971,32.24173303425971,31.963053181455805,31.627848698776596,0.0,0.0,0.0,0.0,, +ZHbb,32.70020301080715,32.70020301080715,32.31418583302164,32.04157172822267,0.0,0.0,0.0,0.0,, +WHbb,56.014320595270185,56.014320595270185,55.31129788288006,54.93711011186556,0.0,0.0,0.0,0.0,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.818097766172652,4.7680686559651555,0.0002247348412580244,0.0,0.0,0.0,, +ttHbb,156.94119216557863,156.94119216557863,154.9802638394503,152.95156197255415,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825,, +HWW,80.56791059341468,80.56791059341468,79.61251131832795,78.50954646527252,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397,, +Data,1047903.0,1047903.0,,,24.0,1.0,1.0,1.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JES_up.csv new file mode 100644 index 00000000..09b35b22 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9145866495848747,0.9145155175981409,0.009585666459740322,0.004381194011370422,0.004381194011370422,0.004357890672393658,, +QCD,717986.216814939,956785.8146709627,956667.0157052347,956553.6806509071,5.766758281634221,0.0,0.0,0.0,, +TT,63126.80979180276,63126.80979180276,63116.826564698415,63107.18599108666,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409,, +ST,5417.824558008516,5417.824558008516,5417.184318734426,5416.5525968038955,0.055091396808934615,0.0,0.0,0.0,, +W+Jets,9487.889178263631,9487.889178263631,9487.064804758824,9486.32235540528,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557,, +Z+Jets,12055.822300436781,12055.822300436781,12054.071026015921,12053.005237267775,0.13412189797405288,0.0,0.0,0.0,, +Diboson,544.751536187187,544.751536187187,544.751536187187,544.751536187187,0.0,0.0,0.0,0.0,, +ggFHbb,120.74204174793252,120.74204174793252,120.71963054554595,120.71963054554595,0.0,0.0,0.0,0.0,, +VBFHbb,32.24173303425971,32.24173303425971,32.23831123818383,32.23831123818383,0.0,0.0,0.0,0.0,, +ZHbb,32.70020301080715,32.70020301080715,32.696277043463795,32.696277043463795,0.0,0.0,0.0,0.0,, +WHbb,56.014320595270185,56.014320595270185,56.00371732736636,56.00176596226789,0.0,0.0,0.0,0.0,, +ggZHbb,4.8805631912185055,4.8805631912185055,4.879327906819619,4.87917304753225,0.0002247348412580244,0.0,0.0,0.0,, +ttHbb,156.94119216557863,156.94119216557863,156.92518417388314,156.89562337944528,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825,, +HWW,80.56791059341468,80.56791059341468,80.56035519769166,80.54779884286333,0.07985896387178333,0.012051867493711397,0.012051867493711397,0.012051867493711397,, +Data,1047903.0,1047903.0,,,24.0,1.0,1.0,1.0,1047903.0,1047903.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JMR_down.csv new file mode 100644 index 00000000..d3483f27 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.009583006101330529,0.004381194011370422,0.004381194011370422,0.004357890672393658 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,5.766758281634221,0.0,0.0,0.0 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.055091396808934615,0.0,0.0,0.0 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,0.13412189797405288,0.0,0.0,0.0 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.0,0.0,0.0,0.0 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.0,0.0,0.0,0.0 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.0,0.0,0.0,0.0 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0002247348412580244,0.0,0.0,0.0 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397 +Data,1047903.0,1047903.0,1047903.0,1047903.0,24.0,1.0,1.0,1.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JMR_up.csv new file mode 100644 index 00000000..d3483f27 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.009583006101330529,0.004381194011370422,0.004381194011370422,0.004357890672393658 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,5.766758281634221,0.0,0.0,0.0 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.055091396808934615,0.0,0.0,0.0 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,0.13412189797405288,0.0,0.0,0.0 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.0,0.0,0.0,0.0 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.0,0.0,0.0,0.0 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.0,0.0,0.0,0.0 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0002247348412580244,0.0,0.0,0.0 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397 +Data,1047903.0,1047903.0,1047903.0,1047903.0,24.0,1.0,1.0,1.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JMS_down.csv new file mode 100644 index 00000000..d3483f27 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.009583006101330529,0.004381194011370422,0.004381194011370422,0.004357890672393658 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,5.766758281634221,0.0,0.0,0.0 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.055091396808934615,0.0,0.0,0.0 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,0.13412189797405288,0.0,0.0,0.0 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.0,0.0,0.0,0.0 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.0,0.0,0.0,0.0 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.0,0.0,0.0,0.0 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0002247348412580244,0.0,0.0,0.0 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397 +Data,1047903.0,1047903.0,1047903.0,1047903.0,24.0,1.0,1.0,1.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JMS_up.csv new file mode 100644 index 00000000..d3483f27 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016/passvbf_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.009583006101330529,0.004381194011370422,0.004381194011370422,0.004357890672393658 +QCD,717986.216814939,956785.8146709627,948406.4124347997,941617.267942029,5.766758281634221,0.0,0.0,0.0 +TT,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,1.7730969429889694,-0.014322698241955409,-0.014322698241955409,-0.014322698241955409 +ST,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,0.055091396808934615,0.0,0.0,0.0 +W+Jets,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,0.43288591168609253,0.09674163352935557,0.09674163352935557,0.09674163352935557 +Z+Jets,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,0.13412189797405288,0.0,0.0,0.0 +Diboson,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,0.0,0.0,0.0,0.0 +ggFHbb,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,0.0,0.0,0.0,0.0 +VBFHbb,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,0.0,0.0,0.0,0.0 +ZHbb,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,0.0,0.0,0.0,0.0 +WHbb,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,0.0,0.0,0.0,0.0 +ggZHbb,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,0.0002247348412580244,0.0,0.0,0.0 +ttHbb,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,0.0053023453275395736,0.001073905122834825,0.001073905122834825,0.001073905122834825 +HWW,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,0.07893740375718174,0.012051867493711397,0.012051867493711397,0.012051867493711397 +Data,1047903.0,1047903.0,1047903.0,1047903.0,24.0,1.0,1.0,1.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow.csv new file mode 100644 index 00000000..39915798 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.3689082675908363,0.36827657175589595,0.3664211447383801 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,968194.6958131382,966575.8329570786,963477.1843784222 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,59756.04620421225,53581.011783496266,47369.53176682067 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,5277.663381085969,4827.68892161338,4353.263702426815 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,10267.98041055657,10240.771375918208,10214.924023501666 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,8391.373012782422,8370.619662623449,8331.43470986793 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,427.8095451515573,408.6227711479913,391.3912666097881 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,45.30216339603112,45.142460352433716,44.74304469717901 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,12.910667691672323,12.88796377991545,12.781781795885522 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,11.799771340315372,11.748120919965892,11.666691037425696 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,22.935801367330377,22.891716198731135,22.762665877722227 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,2.3432337853521314,2.337704288637104,2.3187157788024946 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,116.0286360102471,102.76848179845926,89.14805678548099 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,77.25306730184919,64.56532116288594,53.54802832202656 +Data,1331012.0,1331012.0,1331012.0,1331012.0,1100458.0,1090240.0,1078427.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JER_down.csv new file mode 100644 index 00000000..46e14cf4 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.1007654125568072,1.0943466848718584,0.3689838386278276,0.36835214279288725,0.36649671577537146,, +QCD,900603.372757249,1219440.0804636534,1208182.4786762223,1200009.3644063028,968115.9810780144,966480.6108474126,963385.5017445618,, +TT,76537.02908224265,76537.02908224265,76005.7888408999,75436.82978583084,59698.85476465417,53536.31787896018,47336.74932332276,, +ST,6617.229257123121,6617.229257123121,6566.328361234981,6530.907835704748,5277.757625123997,4826.973151965493,4353.16596780443,, +W+Jets,12421.273275458932,12421.273275458932,12339.320639263746,12260.495964100859,10264.915822931636,10237.566087955458,10211.662984640825,, +Z+Jets,14717.02364266734,14717.02364266734,14597.661223947085,14510.332852864116,8387.14164328013,8366.555039545336,8327.284481218028,, +Diboson,703.6912877316817,703.6912877316817,698.579291598942,694.5916383161529,427.30679500407336,408.17954741521237,391.04747197968345,, +ggFHbb,138.81856362723408,138.81856362723408,138.15554634923888,137.17501694965563,45.32742148315782,45.167718439560424,44.76830278430572,, +VBFHbb,40.60062332311162,40.60062332311162,40.49535934358885,40.33863807551278,12.901762241315136,12.879058329558266,12.772876345528337,, +ZHbb,38.56092725636813,38.56092725636813,38.30942955891692,38.14570716432015,11.798125796489272,11.74647537613979,11.666431838054264,, +WHbb,66.232275837835,66.232275837835,65.79959420574862,65.60151072204596,22.93473446572348,22.89260620132914,22.763555880320233,, +ggZHbb,5.921431593700421,5.921431593700421,5.889087636165095,5.8513654951795635,2.3421762080813324,2.3366467113663054,2.317914490091244,, +ttHbb,187.9810602386041,187.9810602386041,186.82068755865188,185.52754103860983,115.92756418020977,102.6910162332245,89.08426446304743,, +HWW,97.55810924622651,97.55810924622651,96.95233954850245,96.16828112430852,77.18297347550448,64.50712669535055,53.51142845068544,, +Data,1331012.0,1331012.0,,,1100458.0,1090240.0,1078427.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JER_up.csv new file mode 100644 index 00000000..1a4bb432 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.1000283455508442,1.093563222944563,0.36881957801286125,0.36818079259298936,0.36632536557547357,, +QCD,900603.372757249,1219440.0804636534,1208523.5722318934,1200033.7819080197,968333.4816015975,966724.1991945556,963625.4912420575,, +TT,76537.02908224265,76537.02908224265,76057.90175062326,75546.39913344698,59791.400372422875,53607.709190787704,47386.115143169416,, +ST,6617.229257123121,6617.229257123121,6569.594060609604,6535.389534232395,5281.431876922224,4831.657425221724,4357.10588828644,, +W+Jets,12421.273275458932,12421.273275458932,12341.825146611021,12264.924202464117,10268.312380642396,10241.188198155278,10215.417120054308,, +Z+Jets,14717.02364266734,14717.02364266734,14601.95480697945,14517.83317032325,8391.421257069986,8370.618919587834,8331.609259651776,, +Diboson,703.6912877316817,703.6912877316817,699.274850691623,695.7930322677172,427.8893356031577,408.7025615995916,391.4710570613885,, +ggFHbb,138.81856362723408,138.81856362723408,138.1359310079184,137.16716893739732,45.29711139715256,45.137408353555166,44.73799269830046,, +VBFHbb,40.60062332311162,40.60062332311162,40.474722810632116,40.36086441370259,12.918779347138004,12.896075435381134,12.789893451351205,, +ZHbb,38.56092725636813,38.56092725636813,38.29663889299799,38.13726355471172,11.809667152238447,11.758016731888969,11.676586849348773,, +WHbb,66.232275837835,66.232275837835,65.79172252987414,65.57398960849181,22.928034541851552,22.88394937325231,22.7548990522434,, +ggZHbb,5.921431593700421,5.921431593700421,5.887904683527691,5.855217962847878,2.3434904878624687,2.337960991147442,2.3189724813128327,, +ttHbb,187.9810602386041,187.9810602386041,186.88290996039103,185.72296875559454,116.09877758960441,102.82461475386307,89.19513106593017,, +HWW,97.55810924622651,97.55810924622651,97.04385400611787,96.33153606063196,77.29816288915787,64.59503013481468,53.56769764938811,, +Data,1331012.0,1331012.0,,,1100458.0,1090240.0,1078427.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JES_down.csv new file mode 100644 index 00000000..de12cd70 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.0917069850409113,1.0781356268307336,0.3629648059473203,0.3623546728947583,0.3605045490774039,, +QCD,900603.372757249,1219440.0804636534,1195253.18073095,1177719.865509848,949985.9618030372,948389.6742725599,945364.277292517,, +TT,76537.02908224265,76537.02908224265,75455.8672753345,74346.61812260182,58820.24384406234,52756.31421326463,46659.43647887213,, +ST,6617.229257123121,6617.229257123121,6513.894336293484,6437.416751030387,5201.817311594106,4760.055953099953,4294.717201812059,, +W+Jets,12421.273275458932,12421.273275458932,12242.321861551814,12084.680852048914,10119.357499348227,10092.368299563985,10067.02584366726,, +Z+Jets,14717.02364266734,14717.02364266734,14468.821057932211,14291.993481946272,8265.569397715464,8245.347609290251,8206.96723900642,, +Diboson,703.6912877316817,703.6912877316817,693.0662177097603,685.7998823459604,420.9525776312646,402.2063263732423,385.35591291714536,, +ggFHbb,138.81856362723408,138.81856362723408,137.1939721773011,135.31119077640614,44.61824265600723,44.45853961240984,44.05912395715513,, +VBFHbb,40.60062332311162,40.60062332311162,40.24272494114581,39.87078912776376,12.737142547725545,12.714438635968673,12.608256651938746,, +ZHbb,38.56092725636813,38.56092725636813,38.05426925581597,37.73628835069991,11.650735028339612,11.601574820481598,11.525111684557157,, +WHbb,66.232275837835,66.232275837835,65.32166411216625,64.87958091280734,22.652820945833795,22.61141846445601,22.483201181072555,, +ggZHbb,5.921431593700421,5.921431593700421,5.849255584936747,5.77720182418215,2.313726294494792,2.308196797779765,2.2897297011564843,, +ttHbb,187.9810602386041,187.9810602386041,185.57110999047728,183.10434371442994,114.38477765056805,101.34794294950856,87.94603486057157,, +HWW,97.55810924622651,97.55810924622651,96.30840345343226,94.86719745065234,76.13548776448891,63.648808174519296,52.82285604612391,, +Data,1331012.0,1331012.0,,,1100458.0,1090240.0,1078427.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JES_up.csv new file mode 100644 index 00000000..0dea2fd4 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.1081035713714382,1.1080653903338389,0.3744368182454417,0.3738041182368086,0.3718952343303235,, +QCD,900603.372757249,1219440.0804636534,1219439.4799126645,1219422.47933788,983803.9510620306,982157.6313555638,978967.0192317961,, +TT,76537.02908224265,76537.02908224265,76534.95448087924,76533.07862026204,60581.09161745417,54307.520362390154,47992.442901525355,, +ST,6617.229257123121,6617.229257123121,6616.778108324861,6616.821960574154,5346.7324702061605,4888.024616212377,4408.351439540079,, +W+Jets,12421.273275458932,12421.273275458932,12421.078715069132,12420.818420918185,10398.60569223109,10371.006698381132,10344.660714081547,, +Z+Jets,14717.02364266734,14717.02364266734,14716.544046931334,14716.383412145502,8504.84395957218,8483.67089260777,8443.517523679762,, +Diboson,703.6912877316817,703.6912877316817,703.6912877316817,703.6912877316817,432.8668005124813,413.46544173262964,395.88075032990525,, +ggFHbb,138.81856362723408,138.81856362723408,138.81058175779788,138.81058175779788,45.78478794998247,45.625084906385084,45.22566925113037,, +VBFHbb,40.60062332311162,40.60062332311162,40.591331153836336,40.591331153836336,12.992277040321706,12.969573128564836,12.863391144534907,, +ZHbb,38.56092725636813,38.56092725636813,38.55979972772222,38.55979972772222,11.954584674298655,11.902934253949173,11.818449246519354,, +WHbb,66.232275837835,66.232275837835,66.23173382727803,66.2285336555317,23.214875627993948,23.170790459394702,23.041336654550758,, +ggZHbb,5.921431593700421,5.921431593700421,5.921287148529628,5.921287148529628,2.369231479434375,2.363701982719348,2.344713472884738,, +ttHbb,187.9810602386041,187.9810602386041,187.97421160742965,187.97065844812124,117.51557058302265,104.04513431903834,90.22800043417257,, +HWW,97.55810924622651,97.55810924622651,97.55627725126962,97.5572062066977,78.27985386070976,65.42662168705513,54.214557931711674,, +Data,1331012.0,1331012.0,,,1100458.0,1090240.0,1078427.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JMR_down.csv new file mode 100644 index 00000000..39915798 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.3689082675908363,0.36827657175589595,0.3664211447383801 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,968194.6958131382,966575.8329570786,963477.1843784222 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,59756.04620421225,53581.011783496266,47369.53176682067 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,5277.663381085969,4827.68892161338,4353.263702426815 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,10267.98041055657,10240.771375918208,10214.924023501666 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,8391.373012782422,8370.619662623449,8331.43470986793 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,427.8095451515573,408.6227711479913,391.3912666097881 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,45.30216339603112,45.142460352433716,44.74304469717901 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,12.910667691672323,12.88796377991545,12.781781795885522 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,11.799771340315372,11.748120919965892,11.666691037425696 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,22.935801367330377,22.891716198731135,22.762665877722227 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,2.3432337853521314,2.337704288637104,2.3187157788024946 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,116.0286360102471,102.76848179845926,89.14805678548099 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,77.25306730184919,64.56532116288594,53.54802832202656 +Data,1331012.0,1331012.0,1331012.0,1331012.0,1100458.0,1090240.0,1078427.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JMR_up.csv new file mode 100644 index 00000000..39915798 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.3689082675908363,0.36827657175589595,0.3664211447383801 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,968194.6958131382,966575.8329570786,963477.1843784222 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,59756.04620421225,53581.011783496266,47369.53176682067 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,5277.663381085969,4827.68892161338,4353.263702426815 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,10267.98041055657,10240.771375918208,10214.924023501666 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,8391.373012782422,8370.619662623449,8331.43470986793 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,427.8095451515573,408.6227711479913,391.3912666097881 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,45.30216339603112,45.142460352433716,44.74304469717901 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,12.910667691672323,12.88796377991545,12.781781795885522 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,11.799771340315372,11.748120919965892,11.666691037425696 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,22.935801367330377,22.891716198731135,22.762665877722227 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,2.3432337853521314,2.337704288637104,2.3187157788024946 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,116.0286360102471,102.76848179845926,89.14805678548099 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,77.25306730184919,64.56532116288594,53.54802832202656 +Data,1331012.0,1331012.0,1331012.0,1331012.0,1100458.0,1090240.0,1078427.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JMS_down.csv new file mode 100644 index 00000000..39915798 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.3689082675908363,0.36827657175589595,0.3664211447383801 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,968194.6958131382,966575.8329570786,963477.1843784222 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,59756.04620421225,53581.011783496266,47369.53176682067 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,5277.663381085969,4827.68892161338,4353.263702426815 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,10267.98041055657,10240.771375918208,10214.924023501666 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,8391.373012782422,8370.619662623449,8331.43470986793 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,427.8095451515573,408.6227711479913,391.3912666097881 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,45.30216339603112,45.142460352433716,44.74304469717901 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,12.910667691672323,12.88796377991545,12.781781795885522 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,11.799771340315372,11.748120919965892,11.666691037425696 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,22.935801367330377,22.891716198731135,22.762665877722227 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,2.3432337853521314,2.337704288637104,2.3187157788024946 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,116.0286360102471,102.76848179845926,89.14805678548099 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,77.25306730184919,64.56532116288594,53.54802832202656 +Data,1331012.0,1331012.0,1331012.0,1331012.0,1100458.0,1090240.0,1078427.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JMS_up.csv new file mode 100644 index 00000000..39915798 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/fail_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9737,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.3689082675908363,0.36827657175589595,0.3664211447383801 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,968194.6958131382,966575.8329570786,963477.1843784222 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,59756.04620421225,53581.011783496266,47369.53176682067 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,5277.663381085969,4827.68892161338,4353.263702426815 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,10267.98041055657,10240.771375918208,10214.924023501666 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,8391.373012782422,8370.619662623449,8331.43470986793 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,427.8095451515573,408.6227711479913,391.3912666097881 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,45.30216339603112,45.142460352433716,44.74304469717901 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,12.910667691672323,12.88796377991545,12.781781795885522 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,11.799771340315372,11.748120919965892,11.666691037425696 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,22.935801367330377,22.891716198731135,22.762665877722227 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,2.3432337853521314,2.337704288637104,2.3187157788024946 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,116.0286360102471,102.76848179845926,89.14805678548099 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,77.25306730184919,64.56532116288594,53.54802832202656 +Data,1331012.0,1331012.0,1331012.0,1331012.0,1100458.0,1090240.0,1078427.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow.csv new file mode 100644 index 00000000..50d990ba --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.08540800690936251,0.05835751116808017,0.053386173354009026,0.05330851338768988,0.053080897097557686 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,48.4456170510766,12.57486236168873,12.57486236168873,12.57486236168873,12.57486236168873 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,21.916979892892947,4.253876238590889,4.15928352407971,3.783767972452853,3.436504014126813 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,1.5840331288304617,0.0,0.0,0.0,0.0 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,4.643085835706761,0.3048935812949931,0.3048935812949931,0.3048935812949931,0.3048935812949931 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,2.641170233257493,1.2896019755210346,1.2896019755210346,1.2896019755210346,1.2896019755210346 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0,0.0 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0,0.0 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0,0.0 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.007126048417925865,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.011822148038461931,0.011822148038461931,0.011822148038461931,0.011822148038461931,0.011822148038461931 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.00047704591933229177,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.058121301780015074,0.026370262416710727,0.026370262416710727,0.02322288727093562,0.01927554069600807 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.8724578694995779,0.2363293693031022,0.21982984443621567,0.20552088035052504,0.1961963796885433 +Data,1331012.0,1331012.0,1331012.0,1331012.0,266.0,49.0,47.0,47.0,47.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JER_down.csv new file mode 100644 index 00000000..1f2dd477 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScore_JER_down >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.995 +HHbbVV,1.108127280079604,1.108127280079604,1.1007654125568072,1.0943466848718584,0.08555807296196692,0.05844466906233029,0.05345521074155528,0.053377550775236135,0.053161220505026585,,, +QCD,900603.372757249,1219440.0804636534,1208182.4786762223,1200009.3644063028,48.22883726419096,12.57486236168873,12.57486236168873,12.57486236168873,12.57486236168873,,, +TT,76537.02908224265,76537.02908224265,76005.7888408999,75436.82978583084,21.945394772326104,4.253876238590889,4.15928352407971,3.783767972452853,3.436504014126813,,, +ST,6617.229257123121,6617.229257123121,6566.328361234981,6530.907835704748,1.5840331288304617,0.0,0.0,0.0,0.0,,, +W+Jets,12421.273275458932,12421.273275458932,12339.320639263746,12260.495964100859,4.718286701323229,0.23596718019577415,0.23596718019577415,0.23596718019577415,0.23596718019577415,,, +Z+Jets,14717.02364266734,14717.02364266734,14597.661223947085,14510.332852864116,2.8052859894067534,1.4537177316702956,1.4537177316702956,1.4537177316702956,1.4537177316702956,,, +Diboson,703.6912877316817,703.6912877316817,698.579291598942,694.5916383161529,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,138.81856362723408,138.81856362723408,138.15554634923888,137.17501694965563,0.0,0.0,0.0,0.0,0.0,,, +VBFHbb,40.60062332311162,40.60062332311162,40.49535934358885,40.33863807551278,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,38.56092725636813,38.56092725636813,38.30942955891692,38.14570716432015,0.008937011031285346,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316,,, +WHbb,66.232275837835,66.232275837835,65.79959420574862,65.60151072204596,0.010849175861960554,0.010849175861960554,0.010849175861960554,0.010849175861960554,0.010849175861960554,,, +ggZHbb,5.921431593700421,5.921431593700421,5.889087636165095,5.8513654951795635,0.00047704591933229177,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,,, +ttHbb,187.9810602386041,187.9810602386041,186.82068755865188,185.52754103860983,0.05844527628682349,0.026370262416710727,0.026370262416710727,0.02322288727093562,0.01927554069600807,,, +HWW,97.55810924622651,97.55810924622651,96.95233954850245,96.16828112430852,0.8716148306324385,0.23672713221582642,0.22022760734893992,0.20591864326324927,0.19659414260126756,,, +Data,1331012.0,1331012.0,,,,49.0,47.0,47.0,47.0,1331012.0,1331012.0,266.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JER_up.csv new file mode 100644 index 00000000..11abc1be --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScore_JER_up >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.995 +HHbbVV,1.108127280079604,1.108127280079604,1.1000283455508442,1.093563222944563,0.08549527619293294,0.058488393732499984,0.053517055918428855,0.0534393959521097,0.053222408668026966,,, +QCD,900603.372757249,1219440.0804636534,1208523.5722318934,1200033.7819080197,58.01019968525641,12.57486236168873,12.57486236168873,12.57486236168873,12.57486236168873,,, +TT,76537.02908224265,76537.02908224265,76057.90175062326,75546.39913344698,21.85505163985625,4.1587374930444865,4.064144778533307,3.7354693674819806,3.38820540915594,,, +ST,6617.229257123121,6617.229257123121,6569.594060609604,6535.389534232395,1.9467809130801808,0.3627477842497195,0.3627477842497195,0.3627477842497195,0.3627477842497195,,, +W+Jets,12421.273275458932,12421.273275458932,12341.825146611021,12264.924202464117,4.758136068592083,0.3048935812949931,0.3048935812949931,0.3048935812949931,0.3048935812949931,,, +Z+Jets,14717.02364266734,14717.02364266734,14601.95480697945,14517.83317032325,2.6376706710283657,1.2861024132919074,1.2861024132919074,1.2861024132919074,1.2861024132919074,,, +Diboson,703.6912877316817,703.6912877316817,699.274850691623,695.7930322677172,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,138.81856362723408,138.81856362723408,138.1359310079184,137.16716893739732,0.0,0.0,0.0,0.0,0.0,,, +VBFHbb,40.60062332311162,40.60062332311162,40.474722810632116,40.36086441370259,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,38.56092725636813,38.56092725636813,38.29663889299799,38.13726355471172,0.007126048417925865,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316,,, +WHbb,66.232275837835,66.232275837835,65.79172252987414,65.57398960849181,0.011822148038461931,0.011822148038461931,0.011822148038461931,0.011822148038461931,0.011822148038461931,,, +ggZHbb,5.921431593700421,5.921431593700421,5.887904683527691,5.855217962847878,0.00047704591933229177,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,,, +ttHbb,187.9810602386041,187.9810602386041,186.88290996039103,185.72296875559454,0.053660382564284924,0.025037705180315627,0.025037705180315627,0.021890330034540516,0.01794298345961297,,, +HWW,97.55810924622651,97.55810924622651,97.04385400611787,96.33153606063196,0.863436316715094,0.2359272104094723,0.21942768554258574,0.2051187214568951,0.19579422079491338,,, +Data,1331012.0,1331012.0,,,,49.0,47.0,47.0,47.0,1331012.0,1331012.0,266.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JES_down.csv new file mode 100644 index 00000000..0364ff18 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScore_JES_down >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.995 +HHbbVV,1.108127280079604,1.108127280079604,1.0917069850409113,1.0781356268307336,0.0845304774282817,0.0577905259040863,0.052887279770218884,0.05282553624189621,0.052595688839214505,,, +QCD,900603.372757249,1219440.0804636534,1195253.18073095,1177719.865509848,58.01019968525641,12.57486236168873,12.57486236168873,12.57486236168873,12.57486236168873,,, +TT,76537.02908224265,76537.02908224265,75455.8672753345,74346.61812260182,22.29146995775226,4.2317471338328465,4.137154419321668,3.5991699514130633,3.2519059930870227,,, +ST,6617.229257123121,6617.229257123121,6513.894336293484,6437.416751030387,2.2265766588737717,0.28877678469869006,0.28877678469869006,0.28877678469869006,0.28877678469869006,,, +W+Jets,12421.273275458932,12421.273275458932,12242.321861551814,12084.680852048914,4.382306951320843,0.2301133473902625,0.2301133473902625,0.2301133473902625,0.2301133473902625,,, +Z+Jets,14717.02364266734,14717.02364266734,14468.821057932211,14291.993481946272,2.4927237525974504,1.139051646228813,1.139051646228813,1.139051646228813,1.139051646228813,,, +Diboson,703.6912877316817,703.6912877316817,693.0662177097603,685.7998823459604,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,138.81856362723408,138.81856362723408,137.1939721773011,135.31119077640614,0.0,0.0,0.0,0.0,0.0,,, +VBFHbb,40.60062332311162,40.60062332311162,40.24272494114581,39.87078912776376,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,38.56092725636813,38.56092725636813,38.05426925581597,37.73628835069991,0.007126048417925865,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316,,, +WHbb,66.232275837835,66.232275837835,65.32166411216625,64.87958091280734,0.010849175861960554,0.010849175861960554,0.010849175861960554,0.010849175861960554,0.010849175861960554,,, +ggZHbb,5.921431593700421,5.921431593700421,5.849255584936747,5.77720182418215,0.0008239131168040405,0.00058387037631776,0.00058387037631776,0.00058387037631776,0.00058387037631776,,, +ttHbb,187.9810602386041,187.9810602386041,185.57110999047728,183.10434371442994,0.05602207806166407,0.025073895648437733,0.025073895648437733,0.021926520502662625,0.017979173927735074,,, +HWW,97.55810924622651,97.55810924622651,96.30840345343226,94.86719745065234,0.8760920252591671,0.2327249182397702,0.2185510978053659,0.20351112993828874,0.19418662927630698,,, +Data,1331012.0,1331012.0,,,,49.0,47.0,47.0,47.0,1331012.0,1331012.0,266.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JES_up.csv new file mode 100644 index 00000000..f522e431 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScore_JES_up >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.995 +HHbbVV,1.108127280079604,1.108127280079604,1.1081035713714382,1.1080653903338389,0.08638643869256094,0.0590730967629867,0.054170027632122225,0.05407798669718431,0.053847482280629425,,, +QCD,900603.372757249,1219440.0804636534,1219439.4799126645,1219422.47933788,90.32965801184193,21.19594266446998,21.19594266446998,21.19594266446998,21.19594266446998,,, +TT,76537.02908224265,76537.02908224265,76534.95448087924,76533.07862026204,22.413108445962003,4.287401722514421,4.192809008003242,3.723450831648008,3.376186873321967,,, +ST,6617.229257123121,6617.229257123121,6616.778108324861,6616.821960574154,1.8728099135291516,0.28877678469869006,0.28877678469869006,0.28877678469869006,0.28877678469869006,,, +W+Jets,12421.273275458932,12421.273275458932,12421.078715069132,12420.818420918185,5.098138750085618,0.3048935812949931,0.3048935812949931,0.3048935812949931,0.3048935812949931,,, +Z+Jets,14717.02364266734,14717.02364266734,14716.544046931334,14716.383412145502,2.8810781281593316,1.4071970900431099,1.4071970900431099,1.4071970900431099,1.4071970900431099,,, +Diboson,703.6912877316817,703.6912877316817,703.6912877316817,703.6912877316817,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,138.81856362723408,138.81856362723408,138.81058175779788,138.81058175779788,0.0,0.0,0.0,0.0,0.0,,, +VBFHbb,40.60062332311162,40.60062332311162,40.591331153836336,40.591331153836336,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,38.56092725636813,38.56092725636813,38.55979972772222,38.55979972772222,0.007126048417925865,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316,,, +WHbb,66.232275837835,66.232275837835,66.23173382727803,66.2285336555317,0.014088591237865196,0.014088591237865196,0.014088591237865196,0.014088591237865196,0.014088591237865196,,, +ggZHbb,5.921431593700421,5.921431593700421,5.921287148529628,5.921287148529628,0.00047704591933229177,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,,, +ttHbb,187.9810602386041,187.9810602386041,187.97421160742965,187.97065844812124,0.05899303414017488,0.026197376744968248,0.026197376744968248,0.023050001599193133,0.019102655024265586,,, +HWW,97.55810924622651,97.55810924622651,97.55627725126962,97.5572062066977,0.8663129571162814,0.2363249028356767,0.22048626103983343,0.20492705580021292,0.19765061490021574,,, +Data,1331012.0,1331012.0,,,,49.0,47.0,47.0,47.0,1331012.0,1331012.0,266.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JMR_down.csv new file mode 100644 index 00000000..035a3fb4 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_down >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.995 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.08824531305231481,0.06053147067626863,0.055599602904757774,0.05552194293843862,0.05528050881697, +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,66.62765420225841,12.57486236168873,12.57486236168873,12.57486236168873,12.57486236168873, +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,21.56760454278629,4.033154046694356,3.938561332183175,3.5236005635735963,3.1463020141492715, +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,0.9001313185298234,0.0,0.0,0.0,0.0, +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,4.590597170623507,0.15463919365236792,0.15463919365236792,0.15463919365236792,0.15463919365236792, +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,2.848574195818566,1.425415260783481,1.425415260783481,1.425415260783481,1.425415260783481, +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0,0.0, +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0,0.0, +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0,0.0, +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.009570346812001041,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316, +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.014088591237865196,0.014088591237865196,0.014088591237865196,0.014088591237865196,0.014088591237865196, +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.00047704591933229177,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128, +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.0613452807511908,0.02982537025709535,0.02982537025709535,0.02730145557860652,0.024679538307165627, +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.868115819442801,0.2473228398395495,0.23084801588954426,0.21653905180385366,0.20775896834158167, +Data,1331012.0,1331012.0,1331012.0,1331012.0,,49.0,47.0,47.0,47.0,266.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JMR_up.csv new file mode 100644 index 00000000..094e4892 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_up >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.995 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.07827050472481986,0.053333557943903195,0.048596896072025664,0.04853515254370299,0.048358026722271116, +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,70.03965767970602,35.16059947691068,35.16059947691068,35.16059947691068,35.16059947691068, +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,24.060940299497048,4.736346515189761,4.641753800678583,4.174206100359501,3.730160204728693, +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,1.9375008875809163,0.32832770823940893,0.32832770823940893,0.32832770823940893,0.32832770823940893, +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,4.3666339039962665,0.16118694629104352,0.16118694629104352,0.16118694629104352,0.16118694629104352, +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,2.9882009412207324,1.4564015100669492,1.4564015100669492,1.4564015100669492,1.4564015100669492, +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0,0.0, +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0,0.0, +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0,0.0, +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.007150692804834023,0.004092987927437994,0.004092987927437994,0.004092987927437994,0.004092987927437994, +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.013562974821341958,0.013562974821341958,0.013562974821341958,0.013562974821341958,0.013562974821341958, +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.0012234812233338382,0.0009834384828475576,0.0009834384828475576,0.0009834384828475576,0.0009834384828475576, +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.062049969486379156,0.02677611533170254,0.02677611533170254,0.023628740185927432,0.019681393610999885, +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.8070323622043052,0.21746748140286026,0.2039073754406054,0.18834817020098485,0.1790236695390031, +Data,1331012.0,1331012.0,1331012.0,1331012.0,,49.0,47.0,47.0,47.0,266.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JMS_down.csv new file mode 100644 index 00000000..c7ec2c07 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_down >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.995 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.08549401456784411,0.0583900396322712,0.05341870181820006,0.053356958289877396,0.05311018453370786, +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,48.4456170510766,12.57486236168873,12.57486236168873,12.57486236168873,12.57486236168873, +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,22.211504800076185,4.433628761254556,4.3390360467433755,3.8478917194103026,3.500627761084262, +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,1.9126598236640358,0.0,0.0,0.0,0.0, +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,4.507611768067762,0.2301133473902625,0.2301133473902625,0.2301133473902625,0.2301133473902625, +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,2.793467029416796,1.3777571260325239,1.3777571260325239,1.3777571260325239,1.3777571260325239, +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0,0.0, +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0,0.0, +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0,0.0, +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.007126048417925865,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316, +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.011822148038461931,0.011822148038461931,0.011822148038461931,0.011822148038461931,0.011822148038461931, +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.00047704591933229177,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128, +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.0585293959936709,0.026370262416710727,0.026370262416710727,0.02322288727093562,0.01927554069600807, +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.8739677391378788,0.2398828915002619,0.22338336663337538,0.20907440254768475,0.19974990188570302, +Data,1331012.0,1331012.0,1331012.0,1331012.0,,49.0,47.0,47.0,47.0,266.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JMS_up.csv new file mode 100644 index 00000000..020f44be --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passggf_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_up >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9737,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.995 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.08555125552169585,0.05839580712008644,0.05342446930601531,0.053346809339696155,0.05310399604645917, +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,48.4456170510766,12.57486236168873,12.57486236168873,12.57486236168873,12.57486236168873, +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,21.565570731079,4.272476198338148,4.177883483826968,3.785865152432151,3.43860119410611, +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,1.8706557319701607,0.0,0.0,0.0,0.0, +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,4.444702699108657,0.16049302645787955,0.16049302645787955,0.16049302645787955,0.16049302645787955, +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,2.641170233257493,1.2896019755210346,1.2896019755210346,1.2896019755210346,1.2896019755210346, +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0,0.0, +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0,0.0, +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0,0.0, +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.007126048417925865,0.005879306153889316,0.005879306153889316,0.005879306153889316,0.005879306153889316, +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.014088591237865196,0.014088591237865196,0.014088591237865196,0.014088591237865196,0.014088591237865196, +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.00047704591933229177,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128, +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.056193900242736454,0.024442860879432107,0.024442860879432107,0.021918946200943278,0.01797159962601573, +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.8710485621300164,0.23672310555192827,0.22024828160192303,0.20593931751623237,0.19661481685425067, +Data,1331012.0,1331012.0,1331012.0,1331012.0,,49.0,47.0,47.0,47.0,266.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow.csv new file mode 100644 index 00000000..68a039cb --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.011009117010780157,0.005530963961569239,0.005530963961569239,0.005530963961569239 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,3.027786048276932,0.26235626208860474,0.17590585443471063,0.17590585443471063 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,0.262844709582459,0.0,0.0,0.0 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,0.8767605906549117,0.0,0.0,0.0 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,0.0641416456478138,0.0,0.0,0.0 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.0,0.0,0.0,0.0 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.0,0.0,0.0,0.0 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.0,0.0,0.0,0.0 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.006165574380285853,0.0,0.0,0.0 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393 +Data,1331012.0,1331012.0,1331012.0,1331012.0,33.0,3.0,3.0,3.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JER_down.csv new file mode 100644 index 00000000..32b3070a --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.1007654125568072,1.0943466848718584,0.011021769367576756,0.005530963961569239,0.005530963961569239,0.005530963961569239,, +QCD,900603.372757249,1219440.0804636534,1208182.4786762223,1200009.3644063028,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175,, +TT,76537.02908224265,76537.02908224265,76005.7888408999,75436.82978583084,3.027786048276932,0.26235626208860474,0.17590585443471063,0.17590585443471063,, +ST,6617.229257123121,6617.229257123121,6566.328361234981,6530.907835704748,0.262844709582459,0.0,0.0,0.0,, +W+Jets,12421.273275458932,12421.273275458932,12339.320639263746,12260.495964100859,0.8767605906549117,0.0,0.0,0.0,, +Z+Jets,14717.02364266734,14717.02364266734,14597.661223947085,14510.332852864116,0.0641416456478138,0.0,0.0,0.0,, +Diboson,703.6912877316817,703.6912877316817,698.579291598942,694.5916383161529,0.0,0.0,0.0,0.0,, +ggFHbb,138.81856362723408,138.81856362723408,138.15554634923888,137.17501694965563,0.0,0.0,0.0,0.0,, +VBFHbb,40.60062332311162,40.60062332311162,40.49535934358885,40.33863807551278,0.0,0.0,0.0,0.0,, +ZHbb,38.56092725636813,38.56092725636813,38.30942955891692,38.14570716432015,0.0,0.0,0.0,0.0,, +WHbb,66.232275837835,66.232275837835,65.79959420574862,65.60151072204596,0.0,0.0,0.0,0.0,, +ggZHbb,5.921431593700421,5.921431593700421,5.889087636165095,5.8513654951795635,0.0,0.0,0.0,0.0,, +ttHbb,187.9810602386041,187.9810602386041,186.82068755865188,185.52754103860983,0.006165574380285853,0.0,0.0,0.0,, +HWW,97.55810924622651,97.55810924622651,96.95233954850245,96.16828112430852,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393,, +Data,1331012.0,1331012.0,,,33.0,3.0,3.0,3.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JER_up.csv new file mode 100644 index 00000000..9d85f6b6 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.1000283455508442,1.093563222944563,0.011009117010780157,0.005530963961569239,0.005530963961569239,0.005530963961569239,, +QCD,900603.372757249,1219440.0804636534,1208523.5722318934,1200033.7819080197,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175,, +TT,76537.02908224265,76537.02908224265,76057.90175062326,75546.39913344698,2.999016999001345,0.26235626208860474,0.17590585443471063,0.17590585443471063,, +ST,6617.229257123121,6617.229257123121,6569.594060609604,6535.389534232395,0.262844709582459,0.0,0.0,0.0,, +W+Jets,12421.273275458932,12421.273275458932,12341.825146611021,12264.924202464117,0.8767605906549117,0.0,0.0,0.0,, +Z+Jets,14717.02364266734,14717.02364266734,14601.95480697945,14517.83317032325,0.0641416456478138,0.0,0.0,0.0,, +Diboson,703.6912877316817,703.6912877316817,699.274850691623,695.7930322677172,0.0,0.0,0.0,0.0,, +ggFHbb,138.81856362723408,138.81856362723408,138.1359310079184,137.16716893739732,0.0,0.0,0.0,0.0,, +VBFHbb,40.60062332311162,40.60062332311162,40.474722810632116,40.36086441370259,0.0,0.0,0.0,0.0,, +ZHbb,38.56092725636813,38.56092725636813,38.29663889299799,38.13726355471172,0.0,0.0,0.0,0.0,, +WHbb,66.232275837835,66.232275837835,65.79172252987414,65.57398960849181,0.0,0.0,0.0,0.0,, +ggZHbb,5.921431593700421,5.921431593700421,5.887904683527691,5.855217962847878,0.0,0.0,0.0,0.0,, +ttHbb,187.9810602386041,187.9810602386041,186.88290996039103,185.72296875559454,0.006165574380285853,0.0,0.0,0.0,, +HWW,97.55810924622651,97.55810924622651,97.04385400611787,96.33153606063196,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393,, +Data,1331012.0,1331012.0,,,33.0,3.0,3.0,3.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JES_down.csv new file mode 100644 index 00000000..b3ebfd2a --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.0917069850409113,1.0781356268307336,0.011009117010780157,0.005530963961569239,0.005530963961569239,0.005530963961569239,, +QCD,900603.372757249,1219440.0804636534,1195253.18073095,1177719.865509848,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175,, +TT,76537.02908224265,76537.02908224265,75455.8672753345,74346.61812260182,2.999016999001345,0.26235626208860474,0.17590585443471063,0.17590585443471063,, +ST,6617.229257123121,6617.229257123121,6513.894336293484,6437.416751030387,0.262844709582459,0.0,0.0,0.0,, +W+Jets,12421.273275458932,12421.273275458932,12242.321861551814,12084.680852048914,0.8767605906549117,0.0,0.0,0.0,, +Z+Jets,14717.02364266734,14717.02364266734,14468.821057932211,14291.993481946272,0.0641416456478138,0.0,0.0,0.0,, +Diboson,703.6912877316817,703.6912877316817,693.0662177097603,685.7998823459604,0.0,0.0,0.0,0.0,, +ggFHbb,138.81856362723408,138.81856362723408,137.1939721773011,135.31119077640614,0.0,0.0,0.0,0.0,, +VBFHbb,40.60062332311162,40.60062332311162,40.24272494114581,39.87078912776376,0.0,0.0,0.0,0.0,, +ZHbb,38.56092725636813,38.56092725636813,38.05426925581597,37.73628835069991,0.0,0.0,0.0,0.0,, +WHbb,66.232275837835,66.232275837835,65.32166411216625,64.87958091280734,0.0,0.0,0.0,0.0,, +ggZHbb,5.921431593700421,5.921431593700421,5.849255584936747,5.77720182418215,0.0,0.0,0.0,0.0,, +ttHbb,187.9810602386041,187.9810602386041,185.57110999047728,183.10434371442994,0.006165574380285853,0.0,0.0,0.0,, +HWW,97.55810924622651,97.55810924622651,96.30840345343226,94.86719745065234,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393,, +Data,1331012.0,1331012.0,,,33.0,3.0,3.0,3.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JES_up.csv new file mode 100644 index 00000000..547a586f --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.108127280079604,1.108127280079604,1.1081035713714382,1.1080653903338389,0.011021769367576756,0.005530963961569239,0.005530963961569239,0.005530963961569239,, +QCD,900603.372757249,1219440.0804636534,1219439.4799126645,1219422.47933788,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175,, +TT,76537.02908224265,76537.02908224265,76534.95448087924,76533.07862026204,3.027786048276932,0.26235626208860474,0.17590585443471063,0.17590585443471063,, +ST,6617.229257123121,6617.229257123121,6616.778108324861,6616.821960574154,0.262844709582459,0.0,0.0,0.0,, +W+Jets,12421.273275458932,12421.273275458932,12421.078715069132,12420.818420918185,0.8767605906549117,0.0,0.0,0.0,, +Z+Jets,14717.02364266734,14717.02364266734,14716.544046931334,14716.383412145502,0.0641416456478138,0.0,0.0,0.0,, +Diboson,703.6912877316817,703.6912877316817,703.6912877316817,703.6912877316817,0.0,0.0,0.0,0.0,, +ggFHbb,138.81856362723408,138.81856362723408,138.81058175779788,138.81058175779788,0.0,0.0,0.0,0.0,, +VBFHbb,40.60062332311162,40.60062332311162,40.591331153836336,40.591331153836336,0.0,0.0,0.0,0.0,, +ZHbb,38.56092725636813,38.56092725636813,38.55979972772222,38.55979972772222,0.0,0.0,0.0,0.0,, +WHbb,66.232275837835,66.232275837835,66.23173382727803,66.2285336555317,0.0,0.0,0.0,0.0,, +ggZHbb,5.921431593700421,5.921431593700421,5.921287148529628,5.921287148529628,0.0,0.0,0.0,0.0,, +ttHbb,187.9810602386041,187.9810602386041,187.97421160742965,187.97065844812124,0.006165574380285853,0.0,0.0,0.0,, +HWW,97.55810924622651,97.55810924622651,97.55627725126962,97.5572062066977,0.12619585600602218,0.022886908957980946,0.02164348178097288,0.01978289958424393,, +Data,1331012.0,1331012.0,,,33.0,3.0,3.0,3.0,1331012.0,1331012.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JMR_down.csv new file mode 100644 index 00000000..68a039cb --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.011009117010780157,0.005530963961569239,0.005530963961569239,0.005530963961569239 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,3.027786048276932,0.26235626208860474,0.17590585443471063,0.17590585443471063 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,0.262844709582459,0.0,0.0,0.0 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,0.8767605906549117,0.0,0.0,0.0 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,0.0641416456478138,0.0,0.0,0.0 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.0,0.0,0.0,0.0 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.0,0.0,0.0,0.0 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.0,0.0,0.0,0.0 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.006165574380285853,0.0,0.0,0.0 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393 +Data,1331012.0,1331012.0,1331012.0,1331012.0,33.0,3.0,3.0,3.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JMR_up.csv new file mode 100644 index 00000000..68a039cb --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.011009117010780157,0.005530963961569239,0.005530963961569239,0.005530963961569239 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,3.027786048276932,0.26235626208860474,0.17590585443471063,0.17590585443471063 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,0.262844709582459,0.0,0.0,0.0 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,0.8767605906549117,0.0,0.0,0.0 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,0.0641416456478138,0.0,0.0,0.0 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.0,0.0,0.0,0.0 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.0,0.0,0.0,0.0 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.0,0.0,0.0,0.0 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.006165574380285853,0.0,0.0,0.0 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393 +Data,1331012.0,1331012.0,1331012.0,1331012.0,33.0,3.0,3.0,3.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JMS_down.csv new file mode 100644 index 00000000..68a039cb --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.011009117010780157,0.005530963961569239,0.005530963961569239,0.005530963961569239 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,3.027786048276932,0.26235626208860474,0.17590585443471063,0.17590585443471063 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,0.262844709582459,0.0,0.0,0.0 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,0.8767605906549117,0.0,0.0,0.0 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,0.0641416456478138,0.0,0.0,0.0 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.0,0.0,0.0,0.0 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.0,0.0,0.0,0.0 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.0,0.0,0.0,0.0 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.006165574380285853,0.0,0.0,0.0 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393 +Data,1331012.0,1331012.0,1331012.0,1331012.0,33.0,3.0,3.0,3.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JMS_up.csv new file mode 100644 index 00000000..68a039cb --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2016APV/passvbf_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.011009117010780157,0.005530963961569239,0.005530963961569239,0.005530963961569239 +QCD,900603.372757249,1219440.0804636534,1208187.047601593,1199914.6854996895,7.71705682833504,6.049274062699175,6.049274062699175,6.049274062699175 +TT,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,3.027786048276932,0.26235626208860474,0.17590585443471063,0.17590585443471063 +ST,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,0.262844709582459,0.0,0.0,0.0 +W+Jets,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,0.8767605906549117,0.0,0.0,0.0 +Z+Jets,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,0.0641416456478138,0.0,0.0,0.0 +Diboson,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,0.0,0.0,0.0,0.0 +ggFHbb,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,0.0,0.0,0.0,0.0 +VBFHbb,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,0.0,0.0,0.0,0.0 +ZHbb,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,0.0,0.0,0.0,0.0 +WHbb,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,0.0,0.0,0.0,0.0 +ggZHbb,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,0.0,0.0,0.0,0.0 +ttHbb,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,0.006165574380285853,0.0,0.0,0.0 +HWW,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,0.12565653995308684,0.022886908957980946,0.02164348178097288,0.01978289958424393 +Data,1331012.0,1331012.0,1331012.0,1331012.0,33.0,3.0,3.0,3.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow.csv new file mode 100644 index 00000000..9d1e9489 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.542187458384658,0.5412268704705153,0.5378997692401841 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,990216.1201633295,988549.1923257334,983682.5894374106 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,91522.20073198747,81366.95178212559,71531.59566899501 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,8028.465559025532,7248.606646702327,6475.426834879395 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,12114.962805740633,12082.457040867139,12035.612536762997 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,12030.152212440837,12001.014888100088,11922.264037053774 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,534.0385200420062,505.84415917842995,475.29836263138804 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,70.97896134381715,70.83838088380242,70.25016650555304 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,19.951217913629037,19.872079093502393,19.689962569494455 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,19.098962248557314,19.051271115601615,18.861754185442734 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,36.560850981465876,36.48021012081598,36.22020441941558 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,3.8187478189469157,3.804948787871748,3.7684865029650734 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,196.26913656336373,172.56251800113012,149.11396946882263 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,120.76628093672662,99.71890688768312,81.74256794680986 +Data,1414872.0,1414872.0,1414872.0,1414872.0,1147439.0,1132804.0,1116698.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JER_down.csv new file mode 100644 index 00000000..80a40278 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.671413160994866,1.6672065519826909,0.5422142710751533,0.5412536831610107,0.5379281792438709,, +QCD,1117757.9198795073,1251971.716351885,1247569.2563443747,1244241.2895729458,989736.0339917237,988054.3720826099,983183.3033882763,, +TT,114729.52068857195,114729.52068857195,114309.11741675786,113880.99428785002,91412.34983140593,81284.04682530418,71474.08036110841,, +ST,9991.097357360093,9991.097357360093,9952.550898761065,9922.252662966415,8020.846786832543,7242.47438428238,6471.929703807604,, +W+Jets,14710.822213085146,14710.822213085146,14670.207513918298,14635.076456643055,12108.838399703183,12076.535773211412,12029.706147671548,, +Z+Jets,21597.004857058182,21597.004857058182,21520.342568735658,21471.347787777064,12023.569217965494,11994.457313528306,11915.741935002157,, +Diboson,936.1606241609028,936.1606241609028,934.1584206040213,932.1822112933119,534.6092216299232,506.42819122678674,475.88239467974483,, +ggFHbb,224.56874142701201,224.56874142701201,224.02968880433406,223.30598847245,70.83148709640227,70.68955069821169,70.1013363199623,, +VBFHbb,66.27722451912622,66.27722451912622,66.12891712313305,65.94436262293111,19.900073021141623,19.820934201014975,19.64724935762601,, +ZHbb,63.465766584473805,63.465766584473805,63.32995290467089,63.23930009367292,19.09954827141606,19.052743817142993,18.863346215407326,, +WHbb,108.86564442012758,108.86564442012758,108.64337241312307,108.51513014986577,36.555015543916646,36.47442016401767,36.2132907420161,, +ggZHbb,9.5080271296301,9.5080271296301,9.480593256960656,9.454908466117434,3.8164467302623306,3.8026476991871627,3.7662480603342363,, +ttHbb,312.2634270090423,312.2634270090423,311.08860162114195,309.8926151597943,196.0629555600396,172.40457182597538,149.01188704349374,, +HWW,150.72907678953348,150.72907678953348,150.1141335814762,149.4108853239785,120.542822973955,99.56394823650814,81.62483262115964,, +Data,1414872.0,1414872.0,,,1147439.0,1132804.0,1116698.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JER_up.csv new file mode 100644 index 00000000..571703b5 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.6709099393660427,1.6672443971869404,0.5425425351947483,0.5415806674625699,0.538276237100956,, +QCD,1117757.9198795073,1251971.716351885,1247749.91820995,1244813.4082957197,990262.9893848071,988583.6363515519,983716.5641421787,, +TT,114729.52068857195,114729.52068857195,114437.97026728191,114132.08746619607,91615.56369179636,81437.45120647234,71581.70279668023,, +ST,9991.097357360093,9991.097357360093,9961.00046905086,9938.240034904185,8036.812959953431,7254.914614609904,6481.227269454703,, +W+Jets,14710.822213085146,14710.822213085146,14670.386968672208,14643.532361751837,12114.887858360831,12082.260180323921,12035.390241594054,, +Z+Jets,21597.004857058182,21597.004857058182,21527.43054513457,21486.385080340002,12034.802528783717,12005.550068059281,11926.751062653115,, +Diboson,936.1606241609028,936.1606241609028,932.1843657435936,930.3708375626252,534.1653093797361,505.9568116795616,474.9921485664247,, +ggFHbb,224.56874142701201,224.56874142701201,224.0890706789042,223.6905964784125,71.01484579701038,70.87426533699565,70.28605095874627,, +VBFHbb,66.27722451912622,66.27722451912622,66.158353933224,66.05208234932266,19.96549799470848,19.886359174581827,19.704242650573892,, +ZHbb,63.465766584473805,63.465766584473805,63.28863350654419,63.18969796746182,19.081928097880663,19.034236964924965,18.844665166911824,, +WHbb,108.86564442012758,108.86564442012758,108.59950330312063,108.482473694838,36.56266007326936,36.48191192992821,36.22186927593387,, +ggZHbb,9.5080271296301,9.5080271296301,9.48581603967797,9.468074681719918,3.8212673259319434,3.8074682948567755,3.7710952658588117,, +ttHbb,312.2634270090423,312.2634270090423,311.30158920167617,310.42204762583594,196.41387372214587,172.6767798875758,149.18630187152533,, +HWW,150.72907678953348,150.72907678953348,150.30305058855018,149.8340750587529,120.90638669268658,99.80585194651836,81.80034614814205,, +Data,1414872.0,1414872.0,,,1147439.0,1132804.0,1116698.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JES_down.csv new file mode 100644 index 00000000..5b1ac818 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.6666139971059066,1.6591154859894288,0.5392314268271613,0.5382831533037054,0.5350088116392351,, +QCD,1117757.9198795073,1251971.716351885,1243348.6381278953,1237229.9947820366,984110.296770646,982452.5644824128,977628.559618254,, +TT,114729.52068857195,114729.52068857195,114029.4683025561,113319.76404047944,90955.45644219773,80881.30538631427,71131.2096658322,, +ST,9991.097357360093,9991.097357360093,9922.140634086192,9871.37221638479,7979.039007530115,7205.524262670022,6438.530423657285,, +W+Jets,14710.822213085146,14710.822213085146,14632.074465297448,14569.755961664541,12054.158043042291,12021.976840486413,11975.450020846054,, +Z+Jets,21597.004857058182,21597.004857058182,21453.74146222078,21367.30115930057,11970.011820234135,11940.92744099048,11862.585483153585,, +Diboson,936.1606241609028,936.1606241609028,930.7571638443397,927.5041399569494,532.4015078009712,504.23564194734024,473.6898454002983,, +ggFHbb,224.56874142701201,224.56874142701201,223.62056769434213,222.51728560123743,70.58857478001465,70.44993796305911,69.86715352323367,, +VBFHbb,66.27722451912622,66.27722451912622,66.00733631376538,65.66476989295606,19.8217159627771,19.742577142650454,19.568892299261485,, +ZHbb,63.465766584473805,63.465766584473805,63.16347309829043,62.98984926782434,19.015826531340544,18.96902207706748,18.780120548710595,, +WHbb,108.86564442012758,108.86564442012758,108.37346398025522,108.13532762314294,36.421022818521436,36.34049428918597,36.08276008676409,, +ggZHbb,9.5080271296301,9.5080271296301,9.45631134146326,9.41204558779923,3.7979646104080773,3.7841777945949966,3.7477780523124506,, +ttHbb,312.2634270090423,312.2634270090423,310.20534812719706,308.225452629239,194.99479093760414,171.47758722748398,148.2069320912156,, +HWW,150.72907678953348,150.72907678953348,149.74304835468368,148.6507210554542,119.93206609737227,99.05179870402404,81.24089539103772,, +Data,1414872.0,1414872.0,,,1147439.0,1132804.0,1116698.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JES_up.csv new file mode 100644 index 00000000..ae289b0f --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.6757548522012857,1.6755174017437258,0.5453205807422401,0.5443570805477825,0.5410141816523774,, +QCD,1117757.9198795073,1251971.716351885,1251682.6046422862,1251519.0665727286,995577.3790115329,993870.3167849018,988970.0432742736,, +TT,114729.52068857195,114729.52068857195,114706.15876300249,114683.14121694586,92064.26986695254,81832.64188026918,71923.03084950527,, +ST,9991.097357360093,9991.097357360093,9989.024577587452,9987.966441260009,8077.067836052221,7291.864594898684,6512.873964251247,, +W+Jets,14710.822213085146,14710.822213085146,14707.90486347219,14705.855078584122,12167.583145845365,12134.972713672443,12087.78507839398,, +Z+Jets,21597.004857058182,21597.004857058182,21592.713993914025,21589.977951000445,12090.38444285076,12061.014571650543,11981.769739765765,, +Diboson,936.1606241609028,936.1606241609028,935.6242769877188,935.6242769877188,536.3427360662185,508.1342383660442,477.1486013740272,, +ggFHbb,224.56874142701201,224.56874142701201,224.5170485658804,224.45546900141025,71.3360323265263,71.19409592833573,70.60504328114769,, +VBFHbb,66.27722451912622,66.27722451912622,66.27546093253595,66.27338743540412,20.02992078863908,19.950781968512434,19.7686654445045,, +ZHbb,63.465766584473805,63.465766584473805,63.45579974544757,63.45287399754096,19.18119480581775,19.133503672862055,18.943303376435964,, +WHbb,108.86564442012758,108.86564442012758,108.84087638332325,108.83414264832638,36.69465197340918,36.613903830068026,36.34905010838679,, +ggZHbb,9.5080271296301,9.5080271296301,9.505625210234324,9.504521809114898,3.835872469480269,3.822073438405101,3.7851766972409067,, +ttHbb,312.2634270090423,312.2634270090423,312.18019451465693,312.12908216023584,197.53444178140774,173.63546615706994,150.02450951464732,, +HWW,150.72907678953348,150.72907678953348,150.68815304215195,150.65286062054875,121.5411309994142,100.3302887677368,82.22675286239405,, +Data,1414872.0,1414872.0,,,1147439.0,1132804.0,1116698.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JMR_down.csv new file mode 100644 index 00000000..9d1e9489 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.542187458384658,0.5412268704705153,0.5378997692401841 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,990216.1201633295,988549.1923257334,983682.5894374106 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,91522.20073198747,81366.95178212559,71531.59566899501 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,8028.465559025532,7248.606646702327,6475.426834879395 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,12114.962805740633,12082.457040867139,12035.612536762997 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,12030.152212440837,12001.014888100088,11922.264037053774 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,534.0385200420062,505.84415917842995,475.29836263138804 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,70.97896134381715,70.83838088380242,70.25016650555304 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,19.951217913629037,19.872079093502393,19.689962569494455 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,19.098962248557314,19.051271115601615,18.861754185442734 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,36.560850981465876,36.48021012081598,36.22020441941558 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,3.8187478189469157,3.804948787871748,3.7684865029650734 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,196.26913656336373,172.56251800113012,149.11396946882263 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,120.76628093672662,99.71890688768312,81.74256794680986 +Data,1414872.0,1414872.0,1414872.0,1414872.0,1147439.0,1132804.0,1116698.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JMR_up.csv new file mode 100644 index 00000000..9d1e9489 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.542187458384658,0.5412268704705153,0.5378997692401841 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,990216.1201633295,988549.1923257334,983682.5894374106 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,91522.20073198747,81366.95178212559,71531.59566899501 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,8028.465559025532,7248.606646702327,6475.426834879395 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,12114.962805740633,12082.457040867139,12035.612536762997 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,12030.152212440837,12001.014888100088,11922.264037053774 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,534.0385200420062,505.84415917842995,475.29836263138804 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,70.97896134381715,70.83838088380242,70.25016650555304 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,19.951217913629037,19.872079093502393,19.689962569494455 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,19.098962248557314,19.051271115601615,18.861754185442734 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,36.560850981465876,36.48021012081598,36.22020441941558 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,3.8187478189469157,3.804948787871748,3.7684865029650734 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,196.26913656336373,172.56251800113012,149.11396946882263 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,120.76628093672662,99.71890688768312,81.74256794680986 +Data,1414872.0,1414872.0,1414872.0,1414872.0,1147439.0,1132804.0,1116698.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JMS_down.csv new file mode 100644 index 00000000..9d1e9489 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.542187458384658,0.5412268704705153,0.5378997692401841 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,990216.1201633295,988549.1923257334,983682.5894374106 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,91522.20073198747,81366.95178212559,71531.59566899501 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,8028.465559025532,7248.606646702327,6475.426834879395 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,12114.962805740633,12082.457040867139,12035.612536762997 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,12030.152212440837,12001.014888100088,11922.264037053774 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,534.0385200420062,505.84415917842995,475.29836263138804 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,70.97896134381715,70.83838088380242,70.25016650555304 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,19.951217913629037,19.872079093502393,19.689962569494455 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,19.098962248557314,19.051271115601615,18.861754185442734 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,36.560850981465876,36.48021012081598,36.22020441941558 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,3.8187478189469157,3.804948787871748,3.7684865029650734 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,196.26913656336373,172.56251800113012,149.11396946882263 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,120.76628093672662,99.71890688768312,81.74256794680986 +Data,1414872.0,1414872.0,1414872.0,1414872.0,1147439.0,1132804.0,1116698.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JMS_up.csv new file mode 100644 index 00000000..9d1e9489 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/fail_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9714,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.542187458384658,0.5412268704705153,0.5378997692401841 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,990216.1201633295,988549.1923257334,983682.5894374106 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,91522.20073198747,81366.95178212559,71531.59566899501 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,8028.465559025532,7248.606646702327,6475.426834879395 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,12114.962805740633,12082.457040867139,12035.612536762997 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,12030.152212440837,12001.014888100088,11922.264037053774 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,534.0385200420062,505.84415917842995,475.29836263138804 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,70.97896134381715,70.83838088380242,70.25016650555304 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,19.951217913629037,19.872079093502393,19.689962569494455 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,19.098962248557314,19.051271115601615,18.861754185442734 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,36.560850981465876,36.48021012081598,36.22020441941558 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,3.8187478189469157,3.804948787871748,3.7684865029650734 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,196.26913656336373,172.56251800113012,149.11396946882263 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,120.76628093672662,99.71890688768312,81.74256794680986 +Data,1414872.0,1414872.0,1414872.0,1414872.0,1147439.0,1132804.0,1116698.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow.csv new file mode 100644 index 00000000..8f451fc9 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.17154997901438523,0.11948714402514561,0.10648226262626996,0.10635438274613174,0.10584027053099777 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,165.47776252806045,16.218321634976864,15.52553180100313,15.52553180100313,15.52553180100313 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,39.19176252611536,7.119748210152483,7.0691587443565185,6.193813473649688,6.008682513795505 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,4.288173313294973,0.8038150546612054,0.8038150546612054,0.8038150546612054,0.8038150546612054 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,9.314781163642897,1.7722944782359622,1.7722944782359622,1.7722944782359622,1.7722944782359622 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,5.850212714500464,2.7376450405078216,2.671228929737918,2.671228929737918,2.671228929737918 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.28001420954562,0.0,0.0,0.0,0.0 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.036758875733498654,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0007622901412900761,0.0,0.0,0.0,0.0 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.01818714392975971,0.010534191053155503,0.00916234069267324,0.00916234069267324,0.00916234069267324 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.05556659629155811,0.036607664563054476,0.03484742688062219,0.03484742688062219,0.03484742688062219 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.0017534545514877981,0.0012379859681931127,0.0012379859681931127,0.0012379859681931127,0.0012379859681931127 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.13372374841815876,0.05510969090103278,0.05269724711923415,0.0473108987329271,0.0473108987329271 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,1.5389757975223035,0.4533557899609407,0.4205517039106156,0.4166892728689565,0.40004126192685274 +Data,1414872.0,1414872.0,1414872.0,1414872.0,359.0,76.0,74.0,72.0,70.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JER_down.csv new file mode 100644 index 00000000..5f26adda --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScore_JER_down >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.995 +HHbbVV,1.676130328580837,1.676130328580837,1.671413160994866,1.6672065519826909,0.17139986301980356,0.1190936821083765,0.10610802945343732,0.1059801495732991,0.1054687241208782,,, +QCD,1117757.9198795073,1251971.716351885,1247569.2563443747,1244241.2895729458,160.29699427935537,16.218321634976864,15.52553180100313,15.52553180100313,15.52553180100313,,, +TT,114729.52068857195,114729.52068857195,114309.11741675786,113880.99428785002,39.443966694255955,7.114954372985179,7.064364907189215,6.189019636482383,5.991372588026645,,, +ST,9991.097357360093,9991.097357360093,9952.550898761065,9922.252662966415,4.497445204315414,1.0019694498900742,1.0019694498900742,1.0019694498900742,1.0019694498900742,,, +W+Jets,14710.822213085146,14710.822213085146,14670.207513918298,14635.076456643055,9.337933414261029,1.8755936688878438,1.8755936688878438,1.8755936688878438,1.8755936688878438,,, +Z+Jets,21597.004857058182,21597.004857058182,21520.342568735658,21471.347787777064,5.743731491090035,2.812288308208304,2.7458721974384,2.7458721974384,2.7458721974384,,, +Diboson,936.1606241609028,936.1606241609028,934.1584206040213,932.1822112933119,0.28001420954562,0.0,0.0,0.0,0.0,,, +ggFHbb,224.56874142701201,224.56874142701201,224.02968880433406,223.30598847245,0.036758875733498654,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536,,, +VBFHbb,66.27722451912622,66.27722451912622,66.12891712313305,65.94436262293111,0.0007622901412900761,0.0,0.0,0.0,0.0,,, +ZHbb,63.465766584473805,63.465766584473805,63.32995290467089,63.23930009367292,0.01818714392975971,0.010534191053155503,0.00916234069267324,0.00916234069267324,0.00916234069267324,,, +WHbb,108.86564442012758,108.86564442012758,108.64337241312307,108.51513014986577,0.05566684018202385,0.03782851255045504,0.036068274868022755,0.036068274868022755,0.036068274868022755,,, +ggZHbb,9.5080271296301,9.5080271296301,9.480593256960656,9.454908466117434,0.0018188004879944924,0.001303331904699807,0.001303331904699807,0.001303331904699807,0.001303331904699807,,, +ttHbb,312.2634270090423,312.2634270090423,311.08860162114195,309.8926151597943,0.13610724774827015,0.057493190231144124,0.055080746449345484,0.049694398063038436,0.049694398063038436,,, +HWW,150.72907678953348,150.72907678953348,150.1141335814762,149.4108853239785,1.5519001168134383,0.4593093069244476,0.42437413388430256,0.420988386417953,0.4043403754758492,,, +Data,1414872.0,1414872.0,,,,76.0,74.0,72.0,70.0,1414872.0,1414872.0,359.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JER_up.csv new file mode 100644 index 00000000..db125bf8 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScore_JER_up >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.995 +HHbbVV,1.676130328580837,1.676130328580837,1.6709099393660427,1.6672443971869404,0.17112972836843607,0.11903663367965327,0.10608765486557346,0.10595977498543524,0.10545200593274062,,, +QCD,1117757.9198795073,1251971.716351885,1247749.91820995,1244813.4082957197,165.3154047967751,16.218321634976864,15.52553180100313,15.52553180100313,15.52553180100313,,, +TT,114729.52068857195,114729.52068857195,114437.97026728191,114132.08746619607,38.992417141534105,6.946443015997278,6.895853550201314,6.020508279494482,5.904102440709157,,, +ST,9991.097357360093,9991.097357360093,9961.00046905086,9938.240034904185,4.497445204315414,1.0019694498900742,1.0019694498900742,1.0019694498900742,1.0019694498900742,,, +W+Jets,14710.822213085146,14710.822213085146,14670.386968672208,14643.532361751837,9.322192536214597,1.7722944782359622,1.7722944782359622,1.7722944782359622,1.7722944782359622,,, +Z+Jets,21597.004857058182,21597.004857058182,21527.43054513457,21486.385080340002,5.945503313405931,2.842135878993446,2.775719768223542,2.775719768223542,2.775719768223542,,, +Diboson,936.1606241609028,936.1606241609028,932.1843657435936,930.3708375626252,0.28001420954562,0.0,0.0,0.0,0.0,,, +ggFHbb,224.56874142701201,224.56874142701201,224.0890706789042,223.6905964784125,0.036758875733498654,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536,,, +VBFHbb,66.27722451912622,66.27722451912622,66.158353933224,66.05208234932266,0.0007622901412900761,0.0,0.0,0.0,0.0,,, +ZHbb,63.465766584473805,63.465766584473805,63.28863350654419,63.18969796746182,0.019305789203126242,0.011652836326522037,0.010280985966039774,0.010280985966039774,0.010280985966039774,,, +WHbb,108.86564442012758,108.86564442012758,108.59950330312063,108.482473694838,0.05603392262899596,0.03707499090049232,0.035314753218060026,0.035314753218060026,0.035314753218060026,,, +ggZHbb,9.5080271296301,9.5080271296301,9.48581603967797,9.468074681719918,0.0018484330480499863,0.001090152248106191,0.001090152248106191,0.001090152248106191,0.001090152248106191,,, +ttHbb,312.2634270090423,312.2634270090423,311.30158920167617,310.42204762583594,0.13497692331577574,0.05711286286621992,0.05470041908442129,0.049314070698114235,0.049314070698114235,,, +HWW,150.72907678953348,150.72907678953348,150.30305058855018,149.8340750587529,1.5441096467824194,0.45580512705335063,0.4230010410030255,0.4207320753591789,0.4040840644170752,,, +Data,1414872.0,1414872.0,,,,76.0,74.0,72.0,70.0,1414872.0,1414872.0,359.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JES_down.csv new file mode 100644 index 00000000..e800a3a9 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScore_JES_down >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.995 +HHbbVV,1.676130328580837,1.676130328580837,1.6666139971059066,1.6591154859894288,0.17059991287238802,0.11879851771797036,0.10590985957741383,0.1057819796972756,0.10528729609343314,,, +QCD,1117757.9198795073,1251971.716351885,1243348.6381278953,1237229.9947820366,170.23439886590705,16.218321634976864,15.52553180100313,15.52553180100313,15.52553180100313,,, +TT,114729.52068857195,114729.52068857195,114029.4683025561,113319.76404047944,38.5993513533299,7.044335287363402,6.993745821567437,6.118400550860605,5.9207535024048665,,, +ST,9991.097357360093,9991.097357360093,9922.140634086192,9871.37221638479,4.099666496677884,1.0019694498900742,1.0019694498900742,1.0019694498900742,1.0019694498900742,,, +W+Jets,14710.822213085146,14710.822213085146,14632.074465297448,14569.755961664541,9.372224543492207,1.8911679768644822,1.8911679768644822,1.8911679768644822,1.8911679768644822,,, +Z+Jets,21597.004857058182,21597.004857058182,21453.74146222078,21367.30115930057,5.869511255966561,2.811779418641617,2.7453633078717137,2.7453633078717137,2.7453633078717137,,, +Diboson,936.1606241609028,936.1606241609028,930.7571638443397,927.5041399569494,0.28001420954562,0.0,0.0,0.0,0.0,,, +ggFHbb,224.56874142701201,224.56874142701201,223.62056769434213,222.51728560123743,0.036758875733498654,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536,,, +VBFHbb,66.27722451912622,66.27722451912622,66.00733631376538,65.66476989295606,0.0007622901412900761,0.0,0.0,0.0,0.0,,, +ZHbb,63.465766584473805,63.465766584473805,63.16347309829043,62.98984926782434,0.015420824770569247,0.007767871893965038,0.006396021533482777,0.006396021533482777,0.006396021533482777,,, +WHbb,108.86564442012758,108.86564442012758,108.37346398025522,108.13532762314294,0.05461524231415771,0.036208256408574085,0.0344480187261418,0.0344480187261418,0.0344480187261418,,, +ggZHbb,9.5080271296301,9.5080271296301,9.45631134146326,9.41204558779923,0.0017644074120385857,0.0012379859681931127,0.0012379859681931127,0.0012379859681931127,0.0012379859681931127,,, +ttHbb,312.2634270090423,312.2634270090423,310.20534812719706,308.225452629239,0.13294436903567242,0.05838541931679946,0.05597297553500083,0.050586627148693775,0.050586627148693775,,, +HWW,150.72907678953348,150.72907678953348,149.74304835468368,148.6507210554542,1.5379805066258605,0.45827315915622835,0.4237257482279998,0.4186622045203765,0.4010981596216898,,, +Data,1414872.0,1414872.0,,,,76.0,74.0,72.0,70.0,1414872.0,1414872.0,359.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JES_up.csv new file mode 100644 index 00000000..bf0cbe7b --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScore_JES_up >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.995 +HHbbVV,1.676130328580837,1.676130328580837,1.6757548522012857,1.6755174017437258,0.17200301325837136,0.11961702049338417,0.10666725516723133,0.1065393752870931,0.10602526307195914,,, +QCD,1117757.9198795073,1251971.716351885,1251682.6046422862,1251519.0665727286,176.50300952802388,18.06552901231859,17.372739178344858,17.372739178344858,17.372739178344858,,, +TT,114729.52068857195,114729.52068857195,114706.15876300249,114683.14121694586,39.69349258369002,7.022532692044439,6.971943226248475,6.096597955541643,5.898950907085903,,, +ST,9991.097357360093,9991.097357360093,9989.024577587452,9987.966441260009,4.557929610038908,1.0019694498900742,1.0019694498900742,1.0019694498900742,1.0019694498900742,,, +W+Jets,14710.822213085146,14710.822213085146,14707.90486347219,14705.855078584122,9.464120974891813,1.8911679768644822,1.8911679768644822,1.8911679768644822,1.8911679768644822,,, +Z+Jets,21597.004857058182,21597.004857058182,21592.713993914025,21589.977951000445,5.638372002809465,2.813945581369108,2.7475294705992046,2.7475294705992046,2.7475294705992046,,, +Diboson,936.1606241609028,936.1606241609028,935.6242769877188,935.6242769877188,0.28001420954562,0.0,0.0,0.0,0.0,,, +ggFHbb,224.56874142701201,224.56874142701201,224.5170485658804,224.45546900141025,0.036758875733498654,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536,,, +VBFHbb,66.27722451912622,66.27722451912622,66.27546093253595,66.27338743540412,0.0007622901412900761,0.0,0.0,0.0,0.0,,, +ZHbb,63.465766584473805,63.465766584473805,63.45579974544757,63.45287399754096,0.01818714392975971,0.010534191053155503,0.00916234069267324,0.00916234069267324,0.00916234069267324,,, +WHbb,108.86564442012758,108.86564442012758,108.84087638332325,108.83414264832638,0.053167640580724984,0.03532931294915617,0.03356907526672388,0.03356907526672388,0.03356907526672388,,, +ggZHbb,9.5080271296301,9.5080271296301,9.505625210234324,9.504521809114898,0.001505440292263174,0.0010041238236630243,0.0010041238236630243,0.0010041238236630243,0.0010041238236630243,,, +ttHbb,312.2634270090423,312.2634270090423,312.18019451465693,312.12908216023584,0.1381947055974606,0.056440409335459955,0.05402796555366133,0.048641617167354274,0.048641617167354274,,, +HWW,150.72907678953348,150.72907678953348,150.68815304215195,150.65286062054875,1.5532528863186883,0.4552771164153193,0.42247303036499423,0.4198329104319545,0.4031848994898507,,, +Data,1414872.0,1414872.0,,,,76.0,74.0,72.0,70.0,1414872.0,1414872.0,359.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JMR_down.csv new file mode 100644 index 00000000..80ee643e --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_down >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.995 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.1748839698862491,0.12210302389295832,0.10909248304780941,0.10896460316767118,0.10845078091216959, +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,176.89057854882128,13.17623835521963,12.483448521245894,12.483448521245894,12.483448521245894, +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,39.00218352042033,7.2651881006345445,7.2145986348385795,6.402438758375205,6.136000113919399, +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,4.497445204315414,1.0019694498900742,1.0019694498900742,1.0019694498900742,1.0019694498900742, +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,9.520867401748534,1.8140589894166557,1.8140589894166557,1.8140589894166557,1.8140589894166557, +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,5.823862324613202,3.1104082217578215,3.0439921109879178,3.0439921109879178,3.0439921109879178, +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.28001420954562,0.0,0.0,0.0,0.0, +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.036758875733498654,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536, +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0007622901412900761,0.0,0.0,0.0,0.0, +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.01923322237062488,0.011580269494020676,0.01020841913353841,0.01020841913353841,0.01020841913353841, +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.05280028921506811,0.03489455125705827,0.033134313574625984,0.033134313574625984,0.033134313574625984, +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.0018159543661148368,0.001314637897514687,0.001314637897514687,0.001314637897514687,0.001314637897514687, +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.12530766197020263,0.050813395464217904,0.04840095168241927,0.04580053306089318,0.04580053306089318, +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,1.5681655136213908,0.46830586500965166,0.4345999014969912,0.4300358887191951,0.4120278673212911, +Data,1414872.0,1414872.0,1414872.0,1414872.0,,76.0,74.0,72.0,70.0,359.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JMR_up.csv new file mode 100644 index 00000000..fad3279a --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_up >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.995 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.15919114257050923,0.11076114054984827,0.09803734828737158,0.09791778569375348,0.0974078578290535, +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,149.74220541796825,18.621866732762115,17.929076898788384,17.929076898788384,17.929076898788384, +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,40.54573119408519,7.774273605949423,7.72368414015346,6.434092544452522,6.091449469103555, +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,3.469562307199532,0.8038150546612054,0.8038150546612054,0.8038150546612054,0.8038150546612054, +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,9.888003177071864,2.1188866365144423,2.1188866365144423,2.1188866365144423,2.1188866365144423, +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,5.805173393291593,2.7482962866545138,2.68188017588461,2.68188017588461,2.68188017588461, +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.28001420954562,0.0,0.0,0.0,0.0, +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.0226503243689606,0.0,0.0,0.0,0.0, +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0,0.0,0.0,0.0,0.0, +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.02386594109730962,0.013990851966170588,0.012619001605688325,0.012619001605688325,0.012619001605688325, +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.05452744438389767,0.03829052635462975,0.03653028867219746,0.03653028867219746,0.03653028867219746, +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.0015591662540904018,0.0008594108176753135,0.0008594108176753135,0.0008594108176753135,0.0008594108176753135, +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.14518865935377592,0.0652729116318568,0.0628604678500582,0.05501203367837179,0.05215934770960366, +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,1.420108328495591,0.4238046636078334,0.39184273198993197,0.38767709904056,0.37277401259058174, +Data,1414872.0,1414872.0,1414872.0,1414872.0,,76.0,74.0,72.0,70.0,359.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JMS_down.csv new file mode 100644 index 00000000..21825870 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_down >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.995 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.17134808652699557,0.11928716154334279,0.10627974181109524,0.10615186193095702,0.10562545594385916, +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,169.76738444868525,16.218321634976864,15.52553180100313,15.52553180100313,15.52553180100313, +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,40.17369327215475,7.163567922361466,7.112978456565502,6.237633185858671,6.018494175133688, +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,3.909967899670439,0.8038150546612054,0.8038150546612054,0.8038150546612054,0.8038150546612054, +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,9.588285947737996,1.9173581800685375,1.9173581800685375,1.9173581800685375,1.9173581800685375, +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,5.753293914550152,3.011917106564023,2.9455009957941196,2.9455009957941196,2.9455009957941196, +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.28001420954562,0.0,0.0,0.0,0.0, +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536, +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0007622901412900761,0.0,0.0,0.0,0.0, +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.0172753662987251,0.009622413422120895,0.00825056306163863,0.00825056306163863,0.00825056306163863, +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.05409536741738929,0.036257039785820476,0.03449680210338818,0.03449680210338818,0.03449680210338818, +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.002061612704643602,0.001303331904699807,0.001303331904699807,0.001303331904699807,0.001303331904699807, +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.1368198491635376,0.05510969090103278,0.05269724711923415,0.0473108987329271,0.0473108987329271, +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,1.545175594838655,0.4555546090318464,0.4227505229815214,0.4171108880965346,0.4004628771544309, +Data,1414872.0,1414872.0,1414872.0,1414872.0,,76.0,74.0,72.0,70.0,359.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JMS_up.csv new file mode 100644 index 00000000..03d2dcf2 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passggf_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_up >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9714,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.995 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.17071075291235907,0.11915302218967642,0.1061659960874845,0.10603811620734628,0.1055174555032789, +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,175.41016773784762,16.218321634976864,15.52553180100313,15.52553180100313,15.52553180100313, +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,38.34469289860431,6.662205951534324,6.6116164857383595,5.736271215031528,5.551140255177346, +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,4.4863277085238416,1.0019694498900742,1.0019694498900742,1.0019694498900742,1.0019694498900742, +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,9.111237897256053,1.7722944782359622,1.7722944782359622,1.7722944782359622,1.7722944782359622, +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,5.9045702811986915,2.8440932306623323,2.777677119892429,2.777677119892429,2.777677119892429, +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.28001420954562,0.0,0.0,0.0,0.0, +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.036758875733498654,0.02215841641627536,0.02215841641627536,0.02215841641627536,0.02215841641627536, +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0007622901412900761,0.0,0.0,0.0,0.0, +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.02074827483458892,0.011652836326522037,0.010280985966039774,0.010280985966039774,0.010280985966039774, +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.05433882678992438,0.03734892732605454,0.03558868964362225,0.03558868964362225,0.03558868964362225, +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.0015869411318961701,0.001303331904699807,0.001303331904699807,0.001303331904699807,0.001303331904699807, +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.12941485927408,0.05268173022777194,0.0502692864459733,0.044882938059666255,0.044882938059666255, +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,1.5264501949133362,0.45180768172477914,0.4190035956744541,0.4155152638563189,0.3989088236921049, +Data,1414872.0,1414872.0,1414872.0,1414872.0,,76.0,74.0,72.0,70.0,359.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow.csv new file mode 100644 index 00000000..7bbb1b4e --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.028889303909824096,0.014596486122889154,0.014545339304080068,0.014545339304080068 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,1.3270895761658708,0.0,0.0,0.0 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.0,0.0,0.0,0.0 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.0,0.0,0.0,0.0 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0313406363497363,0.0,0.0,0.0 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.00024366724863733052,0.0,0.0,0.0 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053 +Data,1414872.0,1414872.0,1414872.0,1414872.0,61.0,7.0,7.0,6.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JER_down.csv new file mode 100644 index 00000000..918e54ab --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.671413160994866,1.6672065519826909,0.028864589275093507,0.01457177148815857,0.014520624669349483,0.014520624669349483,, +QCD,1117757.9198795073,1251971.716351885,1247569.2563443747,1244241.2895729458,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743,, +TT,114729.52068857195,114729.52068857195,114309.11741675786,113880.99428785002,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174,, +ST,9991.097357360093,9991.097357360093,9952.550898761065,9922.252662966415,1.3270895761658708,0.0,0.0,0.0,, +W+Jets,14710.822213085146,14710.822213085146,14670.207513918298,14635.076456643055,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518,, +Z+Jets,21597.004857058182,21597.004857058182,21520.342568735658,21471.347787777064,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904,, +Diboson,936.1606241609028,936.1606241609028,934.1584206040213,932.1822112933119,0.0,0.0,0.0,0.0,, +ggFHbb,224.56874142701201,224.56874142701201,224.02968880433406,223.30598847245,0.0,0.0,0.0,0.0,, +VBFHbb,66.27722451912622,66.27722451912622,66.12891712313305,65.94436262293111,0.0313406363497363,0.0,0.0,0.0,, +ZHbb,63.465766584473805,63.465766584473805,63.32995290467089,63.23930009367292,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,, +WHbb,108.86564442012758,108.86564442012758,108.64337241312307,108.51513014986577,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274,, +ggZHbb,9.5080271296301,9.5080271296301,9.480593256960656,9.454908466117434,0.00024366724863733052,0.0,0.0,0.0,, +ttHbb,312.2634270090423,312.2634270090423,311.08860162114195,309.8926151597943,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334,, +HWW,150.72907678953348,150.72907678953348,150.1141335814762,149.4108853239785,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053,, +Data,1414872.0,1414872.0,,,61.0,7.0,7.0,6.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JER_up.csv new file mode 100644 index 00000000..62c14fb3 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.6709099393660427,1.6672443971869404,0.028876607084854497,0.014583789297919557,0.014532642479110472,0.014532642479110472,, +QCD,1117757.9198795073,1251971.716351885,1247749.91820995,1244813.4082957197,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743,, +TT,114729.52068857195,114729.52068857195,114437.97026728191,114132.08746619607,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174,, +ST,9991.097357360093,9991.097357360093,9961.00046905086,9938.240034904185,1.3270895761658708,0.0,0.0,0.0,, +W+Jets,14710.822213085146,14710.822213085146,14670.386968672208,14643.532361751837,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518,, +Z+Jets,21597.004857058182,21597.004857058182,21527.43054513457,21486.385080340002,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904,, +Diboson,936.1606241609028,936.1606241609028,932.1843657435936,930.3708375626252,0.0,0.0,0.0,0.0,, +ggFHbb,224.56874142701201,224.56874142701201,224.0890706789042,223.6905964784125,0.0,0.0,0.0,0.0,, +VBFHbb,66.27722451912622,66.27722451912622,66.158353933224,66.05208234932266,0.0313406363497363,0.0,0.0,0.0,, +ZHbb,63.465766584473805,63.465766584473805,63.28863350654419,63.18969796746182,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,, +WHbb,108.86564442012758,108.86564442012758,108.59950330312063,108.482473694838,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274,, +ggZHbb,9.5080271296301,9.5080271296301,9.48581603967797,9.468074681719918,0.00024366724863733052,0.0,0.0,0.0,, +ttHbb,312.2634270090423,312.2634270090423,311.30158920167617,310.42204762583594,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334,, +HWW,150.72907678953348,150.72907678953348,150.30305058855018,149.8340750587529,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053,, +Data,1414872.0,1414872.0,,,61.0,7.0,7.0,6.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JES_down.csv new file mode 100644 index 00000000..b6d051ae --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.6666139971059066,1.6591154859894288,0.028851892450123914,0.01455907466318897,0.014507927844379886,0.014507927844379886,, +QCD,1117757.9198795073,1251971.716351885,1243348.6381278953,1237229.9947820366,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743,, +TT,114729.52068857195,114729.52068857195,114029.4683025561,113319.76404047944,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174,, +ST,9991.097357360093,9991.097357360093,9922.140634086192,9871.37221638479,1.3270895761658708,0.0,0.0,0.0,, +W+Jets,14710.822213085146,14710.822213085146,14632.074465297448,14569.755961664541,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518,, +Z+Jets,21597.004857058182,21597.004857058182,21453.74146222078,21367.30115930057,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904,, +Diboson,936.1606241609028,936.1606241609028,930.7571638443397,927.5041399569494,0.0,0.0,0.0,0.0,, +ggFHbb,224.56874142701201,224.56874142701201,223.62056769434213,222.51728560123743,0.0,0.0,0.0,0.0,, +VBFHbb,66.27722451912622,66.27722451912622,66.00733631376538,65.66476989295606,0.0313406363497363,0.0,0.0,0.0,, +ZHbb,63.465766584473805,63.465766584473805,63.16347309829043,62.98984926782434,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,, +WHbb,108.86564442012758,108.86564442012758,108.37346398025522,108.13532762314294,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274,, +ggZHbb,9.5080271296301,9.5080271296301,9.45631134146326,9.41204558779923,0.00024366724863733052,0.0,0.0,0.0,, +ttHbb,312.2634270090423,312.2634270090423,310.20534812719706,308.225452629239,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334,, +HWW,150.72907678953348,150.72907678953348,149.74304835468368,148.6507210554542,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053,, +Data,1414872.0,1414872.0,,,61.0,7.0,7.0,6.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JES_up.csv new file mode 100644 index 00000000..aaa7dfce --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.676130328580837,1.676130328580837,1.6757548522012857,1.6755174017437258,0.028904271422584775,0.014610943746887255,0.014559796928078168,0.014559796928078168,, +QCD,1117757.9198795073,1251971.716351885,1251682.6046422862,1251519.0665727286,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743,, +TT,114729.52068857195,114729.52068857195,114706.15876300249,114683.14121694586,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174,, +ST,9991.097357360093,9991.097357360093,9989.024577587452,9987.966441260009,1.3270895761658708,0.0,0.0,0.0,, +W+Jets,14710.822213085146,14710.822213085146,14707.90486347219,14705.855078584122,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518,, +Z+Jets,21597.004857058182,21597.004857058182,21592.713993914025,21589.977951000445,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904,, +Diboson,936.1606241609028,936.1606241609028,935.6242769877188,935.6242769877188,0.0,0.0,0.0,0.0,, +ggFHbb,224.56874142701201,224.56874142701201,224.5170485658804,224.45546900141025,0.0,0.0,0.0,0.0,, +VBFHbb,66.27722451912622,66.27722451912622,66.27546093253595,66.27338743540412,0.0313406363497363,0.0,0.0,0.0,, +ZHbb,63.465766584473805,63.465766584473805,63.45579974544757,63.45287399754096,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,, +WHbb,108.86564442012758,108.86564442012758,108.84087638332325,108.83414264832638,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274,, +ggZHbb,9.5080271296301,9.5080271296301,9.505625210234324,9.504521809114898,0.00024366724863733052,0.0,0.0,0.0,, +ttHbb,312.2634270090423,312.2634270090423,312.18019451465693,312.12908216023584,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334,, +HWW,150.72907678953348,150.72907678953348,150.68815304215195,150.65286062054875,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053,, +Data,1414872.0,1414872.0,,,61.0,7.0,7.0,6.0,1414872.0,1414872.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JMR_down.csv new file mode 100644 index 00000000..7bbb1b4e --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.028889303909824096,0.014596486122889154,0.014545339304080068,0.014545339304080068 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,1.3270895761658708,0.0,0.0,0.0 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.0,0.0,0.0,0.0 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.0,0.0,0.0,0.0 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0313406363497363,0.0,0.0,0.0 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.00024366724863733052,0.0,0.0,0.0 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053 +Data,1414872.0,1414872.0,1414872.0,1414872.0,61.0,7.0,7.0,6.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JMR_up.csv new file mode 100644 index 00000000..7bbb1b4e --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.028889303909824096,0.014596486122889154,0.014545339304080068,0.014545339304080068 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,1.3270895761658708,0.0,0.0,0.0 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.0,0.0,0.0,0.0 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.0,0.0,0.0,0.0 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0313406363497363,0.0,0.0,0.0 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.00024366724863733052,0.0,0.0,0.0 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053 +Data,1414872.0,1414872.0,1414872.0,1414872.0,61.0,7.0,7.0,6.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JMS_down.csv new file mode 100644 index 00000000..7bbb1b4e --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.028889303909824096,0.014596486122889154,0.014545339304080068,0.014545339304080068 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,1.3270895761658708,0.0,0.0,0.0 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.0,0.0,0.0,0.0 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.0,0.0,0.0,0.0 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0313406363497363,0.0,0.0,0.0 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.00024366724863733052,0.0,0.0,0.0 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053 +Data,1414872.0,1414872.0,1414872.0,1414872.0,61.0,7.0,7.0,6.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JMS_up.csv new file mode 100644 index 00000000..7bbb1b4e --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2017/passvbf_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.028889303909824096,0.014596486122889154,0.014545339304080068,0.014545339304080068 +QCD,1117757.9198795073,1251971.716351885,1247814.9781850395,1244750.07933536,17.945008817571654,0.9479854870513743,0.9479854870513743,0.9479854870513743 +TT,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,5.798795801912014,0.6058845979325174,0.6058845979325174,0.6058845979325174 +ST,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,1.3270895761658708,0.0,0.0,0.0 +W+Jets,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,1.3240541277111542,0.09506311296715518,0.09506311296715518,0.09506311296715518 +Z+Jets,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,0.8149782493388988,0.32772047717289904,0.32772047717289904,0.32772047717289904 +Diboson,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,0.0,0.0,0.0,0.0 +ggFHbb,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,0.0,0.0,0.0,0.0 +VBFHbb,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,0.0313406363497363,0.0,0.0,0.0 +ZHbb,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627,0.0013718503604822627 +WHbb,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,0.0066932442039737625,0.0038431623322436274,0.0038431623322436274,0.0038431623322436274 +ggZHbb,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,0.00024366724863733052,0.0,0.0,0.0 +ttHbb,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,0.008785657593391342,0.0024124437817986334,0.0024124437817986334,0.0024124437817986334 +HWW,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,0.2812771204808927,0.04679101711101491,0.04414270408692401,0.04239937920902053 +Data,1414872.0,1414872.0,1414872.0,1414872.0,61.0,7.0,7.0,6.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow.csv new file mode 100644 index 00000000..1b58a817 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.5617368524345282,0.5607970139226898,0.5573700773903076 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,963807.4940357904,962218.4914664594,957982.47779008 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,101312.23410597659,90377.41441300801,79853.26439953287 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,9151.885931034849,8321.34136874015,7426.929736077712 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,13176.130441631436,13146.478662709551,13104.588662885313 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,13017.869943463393,12985.611026350962,12914.66923212525 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,587.0680898927101,557.5319556980061,523.647226299036 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,73.82532993263385,73.64806912590342,73.2852955928284 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,21.048785848640396,20.93471737112549,20.769600265060213 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,20.859058066676788,20.803330053748,20.619405874749955 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,39.43506289899327,39.33553647106322,39.01527548269555 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,4.348167895135202,4.333901804262872,4.2989039675099745 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,225.23463133385022,198.69058056876503,172.2719009739104 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,139.29958230013366,115.70565764944601,95.45061057128318 +Data,1383108.0,1383108.0,1383108.0,1383108.0,1137620.0,1122321.0,1106195.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JER_down.csv new file mode 100644 index 00000000..2ec40972 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.701785185949453,1.6976235820778385,0.5620225031132182,0.5610826646013798,0.5576335026389184,, +QCD,1126208.5372077704,1204990.9790546382,1200738.052316178,1197558.877157514,963994.2670228004,962405.1298120443,958162.1980820333,, +TT,126178.01663528237,126178.01663528237,125721.86252072458,125249.58535996148,101286.7670265617,90362.74437509803,79850.90258740532,, +ST,11213.018738828063,11213.018738828063,11168.452048314444,11140.719505951973,9151.929386467571,8321.100328153758,7425.886555580626,, +W+Jets,15930.077126498532,15930.077126498532,15881.107695718065,15842.384142944156,13179.08817800441,13149.436399082522,13107.53591830511,, +Z+Jets,22772.15825578505,22772.15825578505,22689.51909652289,22638.01021402513,13022.07631832421,12989.817401211776,12918.847653815132,, +Diboson,1008.665041486354,1008.665041486354,1005.0573352561039,1001.5335960272366,586.0809739165676,556.5448397218636,522.6601103228935,, +ggFHbb,223.1087799478259,223.1087799478259,222.71968015957236,221.89439691067292,73.85305179343185,73.6757909867014,73.31301745362641,, +VBFHbb,71.28205035333777,71.28205035333777,71.08197998191031,70.88904592719425,21.026843761979066,20.91277528446416,20.74765817839888,, +ZHbb,67.12062616739404,67.12062616739404,66.95505508866002,66.85027969634586,20.859271894649346,20.80354388172056,20.61966676801028,, +WHbb,116.35029311753367,116.35029311753367,116.09016021113949,115.97731768365011,39.45336260766084,39.35392454143174,39.03358884076156,, +ggZHbb,10.311005316400479,10.311005316400479,10.28303977032229,10.258567730652926,4.348672916123582,4.334406825251252,4.299421837063187,, +ttHbb,354.83801865944884,354.83801865944884,353.4782835063519,351.99796261301265,225.22777640402904,198.68211654309644,172.27309435418897,, +HWW,172.07437391871363,172.07437391871363,171.39708029390346,170.57519080446693,139.24145868258833,115.67908908804638,95.41940381809495,, +Data,1383108.0,1383108.0,,,1137620.0,1122321.0,1106195.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JER_up.csv new file mode 100644 index 00000000..3079530e --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.7013385194247648,1.6968562725452987,0.5616323796229203,0.5606925411110819,0.5572738464272029,, +QCD,1126208.5372077704,1204990.9790546382,1200382.012896498,1196872.1266944017,963391.5322925836,961802.5297232523,957581.6532729592,, +TT,126178.01663528237,126178.01663528237,125746.98835116654,125293.22760802964,101325.98559534259,90382.71616835098,79850.00506250892,, +ST,11213.018738828063,11213.018738828063,11168.928717403302,11142.405760436903,9153.295190506544,8322.492755326817,7427.2314390106385,, +W+Jets,15930.077126498532,15930.077126498532,15875.910881821987,15834.447832733507,13171.752441725583,13142.1006628037,13100.230447438887,, +Z+Jets,22772.15825578505,22772.15825578505,22683.690019930553,22627.89307859461,13015.94719027948,12983.670973805292,12912.594420613917,, +Diboson,1008.665041486354,1008.665041486354,1005.8693429051912,1002.8762851988342,586.8449724538984,557.3088382591943,523.4241088602241,, +ggFHbb,223.1087799478259,223.1087799478259,222.72256516683834,221.885637181582,73.85557850246693,73.6783176957365,73.3155441626615,, +VBFHbb,71.28205035333777,71.28205035333777,71.09353616711309,70.92054851701442,21.039388291905816,20.92531981439091,20.760009187407967,, +ZHbb,67.12062616739404,67.12062616739404,66.91738349689737,66.80075080682559,20.84147570358941,20.785986978399492,20.602121163849077,, +WHbb,116.35029311753367,116.35029311753367,116.02018260223909,115.8886531559248,39.43341061646057,39.33388418853052,39.01362320016284,, +ggZHbb,10.311005316400479,10.311005316400479,10.280393102764487,10.256855442553917,4.348260655817542,4.333994564945213,4.298989621127662,, +ttHbb,354.83801865944884,354.83801865944884,353.41729440378543,352.01734089665155,225.24827457217864,198.68769059692127,172.26462824682525,, +HWW,172.07437391871363,172.07437391871363,171.4077847036248,170.61905764119348,139.2619927825572,115.66973682260304,95.40691583677669,, +Data,1383108.0,1383108.0,,,1137620.0,1122321.0,1106195.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JES_down.csv new file mode 100644 index 00000000..a4a5c809 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.6956488206244413,1.6870219762186835,0.5576064418162486,0.5566714046449426,0.5532827601351938,, +QCD,1126208.5372077704,1204990.9790546382,1195580.4197497359,1188493.8378485164,956568.6094957317,954999.9544626558,950817.0274845026,, +TT,126178.01663528237,126178.01663528237,125277.51309674431,124328.8175008741,100529.65721549584,89704.4926932598,79292.65828902826,, +ST,11213.018738828063,11213.018738828063,11119.661879992498,11058.864901644467,9082.442629881198,8261.23643206665,7374.545835472145,, +W+Jets,15930.077126498532,15930.077126498532,15826.798062580072,15744.192115021908,13097.030870784838,13067.59627665905,13026.22738243096,, +Z+Jets,22772.15825578505,22772.15825578505,22591.343797623595,22477.3522387971,12932.661138642598,12900.664713706423,12830.323032017795,, +Diboson,1008.665041486354,1008.665041486354,1001.555468829989,995.7367767362746,583.1209416604997,553.879699334339,520.0120790581569,, +ggFHbb,223.1087799478259,223.1087799478259,222.20721408699214,220.60052287185852,73.53310451199403,73.35584370526358,72.99599309555967,, +VBFHbb,71.28205035333777,71.28205035333777,70.93247270180143,70.49767611071601,20.897948573357844,20.78388009584294,20.6195755455181,, +ZHbb,67.12062616739404,67.12062616739404,66.73802979718431,66.52688948307338,20.72475387121409,20.669265146024166,20.48588828654088,, +WHbb,116.35029311753367,116.35029311753367,115.70531888025883,115.43919849488618,39.233447332788046,39.134060724000584,38.81485606242783,, +ggZHbb,10.311005316400479,10.311005316400479,10.25139710473921,10.200185500756241,4.32698056535032,4.312749533410825,4.277769779296909,, +ttHbb,354.83801865944884,354.83801865944884,351.98243580111443,349.16857078942746,223.33465319369287,197.0876869118622,170.92979930340212,, +HWW,172.07437391871363,172.07437391871363,170.7911521048616,169.23726416010865,138.07611731548747,114.73761241687579,94.69663703439863,, +Data,1383108.0,1383108.0,,,1137620.0,1122321.0,1106195.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JES_up.csv new file mode 100644 index 00000000..a8807650 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.7065851517004555,1.706563929098256,0.565340244469947,0.5643750267567398,0.5609078506591658,, +QCD,1126208.5372077704,1204990.9790546382,1204968.588130011,1204955.485744056,969955.1761521152,968353.347858271,964066.9968496168,, +TT,126178.01663528237,126178.01663528237,126174.28689269017,126170.12612420504,102041.45223617145,91005.63307566212,80372.62304244752,, +ST,11213.018738828063,11213.018738828063,11212.048811462337,11211.655393615407,9211.58553800169,8372.060414461577,7469.640696226439,, +W+Jets,15930.077126498532,15930.077126498532,15929.567731787893,15929.209710016235,13253.834368638529,13223.96049527209,13181.814020197018,, +Z+Jets,22772.15825578505,22772.15825578505,22771.53543504107,22770.964652224375,13094.865603482669,13062.50359351143,12990.880633796216,, +Diboson,1008.665041486354,1008.665041486354,1008.6552751889706,1008.6552751889706,590.6554392055764,559.7869976444001,525.8708430233122,, +ggFHbb,223.1087799478259,223.1087799478259,223.1087799478259,223.10648942140045,74.28940374812589,74.11086476428893,73.74809123121392,, +VBFHbb,71.28205035333777,71.28205035333777,71.28205035333777,71.28205035333777,21.14102453338168,21.026956055866776,20.861645428883833,, +ZHbb,67.12062616739404,67.12062616739404,67.12052250655093,67.12052250655093,20.964423432970698,20.908695420041912,20.72346157309468,, +WHbb,116.35029311753367,116.35029311753367,116.34265009656505,116.33875840971054,39.621137674269235,39.5216112463392,39.19692709633989,, +ggZHbb,10.311005316400479,10.311005316400479,10.310920939333991,10.310900618783364,4.372806874567642,4.358540783695313,4.322922723947651,, +ttHbb,354.83801865944884,354.83801865944884,354.82351614889456,354.81594162326763,227.18408926304707,200.34891255643097,173.63367681394365,, +HWW,172.07437391871363,172.07437391871363,172.07336962048205,172.06752156096098,140.45453823202814,116.65136782778039,96.179195733264,, +Data,1383108.0,1383108.0,,,1137620.0,1122321.0,1106195.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JMR_down.csv new file mode 100644 index 00000000..1b58a817 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.5617368524345282,0.5607970139226898,0.5573700773903076 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,963807.4940357904,962218.4914664594,957982.47779008 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,101312.23410597659,90377.41441300801,79853.26439953287 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,9151.885931034849,8321.34136874015,7426.929736077712 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,13176.130441631436,13146.478662709551,13104.588662885313 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,13017.869943463393,12985.611026350962,12914.66923212525 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,587.0680898927101,557.5319556980061,523.647226299036 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,73.82532993263385,73.64806912590342,73.2852955928284 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,21.048785848640396,20.93471737112549,20.769600265060213 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,20.859058066676788,20.803330053748,20.619405874749955 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,39.43506289899327,39.33553647106322,39.01527548269555 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,4.348167895135202,4.333901804262872,4.2989039675099745 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,225.23463133385022,198.69058056876503,172.2719009739104 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,139.29958230013366,115.70565764944601,95.45061057128318 +Data,1383108.0,1383108.0,1383108.0,1383108.0,1137620.0,1122321.0,1106195.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JMR_up.csv new file mode 100644 index 00000000..1b58a817 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.5617368524345282,0.5607970139226898,0.5573700773903076 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,963807.4940357904,962218.4914664594,957982.47779008 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,101312.23410597659,90377.41441300801,79853.26439953287 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,9151.885931034849,8321.34136874015,7426.929736077712 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,13176.130441631436,13146.478662709551,13104.588662885313 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,13017.869943463393,12985.611026350962,12914.66923212525 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,587.0680898927101,557.5319556980061,523.647226299036 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,73.82532993263385,73.64806912590342,73.2852955928284 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,21.048785848640396,20.93471737112549,20.769600265060213 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,20.859058066676788,20.803330053748,20.619405874749955 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,39.43506289899327,39.33553647106322,39.01527548269555 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,4.348167895135202,4.333901804262872,4.2989039675099745 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,225.23463133385022,198.69058056876503,172.2719009739104 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,139.29958230013366,115.70565764944601,95.45061057128318 +Data,1383108.0,1383108.0,1383108.0,1383108.0,1137620.0,1122321.0,1106195.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JMS_down.csv new file mode 100644 index 00000000..1b58a817 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.5617368524345282,0.5607970139226898,0.5573700773903076 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,963807.4940357904,962218.4914664594,957982.47779008 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,101312.23410597659,90377.41441300801,79853.26439953287 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,9151.885931034849,8321.34136874015,7426.929736077712 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,13176.130441631436,13146.478662709551,13104.588662885313 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,13017.869943463393,12985.611026350962,12914.66923212525 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,587.0680898927101,557.5319556980061,523.647226299036 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,73.82532993263385,73.64806912590342,73.2852955928284 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,21.048785848640396,20.93471737112549,20.769600265060213 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,20.859058066676788,20.803330053748,20.619405874749955 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,39.43506289899327,39.33553647106322,39.01527548269555 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,4.348167895135202,4.333901804262872,4.2989039675099745 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,225.23463133385022,198.69058056876503,172.2719009739104 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,139.29958230013366,115.70565764944601,95.45061057128318 +Data,1383108.0,1383108.0,1383108.0,1383108.0,1137620.0,1122321.0,1106195.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JMS_up.csv new file mode 100644 index 00000000..1b58a817 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/fail_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9734,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.5617368524345282,0.5607970139226898,0.5573700773903076 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,963807.4940357904,962218.4914664594,957982.47779008 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,101312.23410597659,90377.41441300801,79853.26439953287 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,9151.885931034849,8321.34136874015,7426.929736077712 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,13176.130441631436,13146.478662709551,13104.588662885313 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,13017.869943463393,12985.611026350962,12914.66923212525 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,587.0680898927101,557.5319556980061,523.647226299036 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,73.82532993263385,73.64806912590342,73.2852955928284 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,21.048785848640396,20.93471737112549,20.769600265060213 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,20.859058066676788,20.803330053748,20.619405874749955 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,39.43506289899327,39.33553647106322,39.01527548269555 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,4.348167895135202,4.333901804262872,4.2989039675099745 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,225.23463133385022,198.69058056876503,172.2719009739104 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,139.29958230013366,115.70565764944601,95.45061057128318 +Data,1383108.0,1383108.0,1383108.0,1383108.0,1137620.0,1122321.0,1106195.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow.csv new file mode 100644 index 00000000..e0757132 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.1840226622603668,0.126302728614953,0.11080149911381001,0.11062056309262035,0.11011213155947895 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,102.25430618871987,9.261211692592646,8.593028281306408,8.593028281306408,8.593028281306408 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,49.871481808127896,9.132121150047833,9.132121150047833,8.056064988992528,7.3712251434880045 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,4.066282223657728,1.0955139400830274,1.0955139400830274,1.0955139400830274,1.0955139400830274 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,11.966636788891122,2.8652385517522037,2.7452806272669923,2.7452806272669923,2.7452806272669923 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,6.592990370739037,2.240218755078005,2.240218755078005,2.240218755078005,2.240218755078005 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0,0.0 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.033456804525291706,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0,0.0 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.013628222558284284,0.011305604453147197,0.008614210686277135,0.008614210686277135,0.008614210686277135 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.040013146063773763,0.02762996607659346,0.026418458669662685,0.026418458669662685,0.026418458669662685 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.0029565448259718323,0.0024927547754824532,0.002177245631327304,0.002177245631327304,0.002177245631327304 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.1438781772212505,0.0495839808496382,0.0495839808496382,0.04683149763088828,0.044257666945489826 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,1.9372588166046578,0.48492670226596873,0.44049351973340956,0.4214631769102785,0.4017983422215936 +Data,1383108.0,1383108.0,1383108.0,1383108.0,356.0,76.0,75.0,73.0,72.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JER_down.csv new file mode 100644 index 00000000..8975f446 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScore_JER_down >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.995 +HHbbVV,1.706591057896172,1.706591057896172,1.701785185949453,1.6976235820778385,0.18363909016707475,0.12604324560135247,0.1106752405573975,0.11049430453620782,0.11001213660406176,,, +QCD,1126208.5372077704,1204990.9790546382,1200738.052316178,1197558.877157514,105.72368787687547,13.854205805670809,13.18602239438457,13.18602239438457,13.18602239438457,,, +TT,126178.01663528237,126178.01663528237,125721.86252072458,125249.58535996148,50.293014440729195,9.132121150047833,9.132121150047833,8.056064988992528,7.3712251434880045,,, +ST,11213.018738828063,11213.018738828063,11168.452048314444,11140.719505951973,4.066282223657728,1.0955139400830274,1.0955139400830274,1.0955139400830274,1.0955139400830274,,, +W+Jets,15930.077126498532,15930.077126498532,15881.107695718065,15842.384142944156,12.052006625682916,3.0796420643449167,2.959684139859705,2.959684139859705,2.959684139859705,,, +Z+Jets,22772.15825578505,22772.15825578505,22689.51909652289,22638.01021402513,6.802397799926367,2.4033636950030655,2.4033636950030655,2.4033636950030655,2.4033636950030655,,, +Diboson,1008.665041486354,1008.665041486354,1005.0573352561039,1001.5335960272366,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,223.1087799478259,223.1087799478259,222.71968015957236,221.89439691067292,0.033456804525291706,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,,, +VBFHbb,71.28205035333777,71.28205035333777,71.08197998191031,70.88904592719425,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,67.12062616739404,67.12062616739404,66.95505508866002,66.85027969634586,0.013628222558284284,0.011305604453147197,0.008614210686277135,0.008614210686277135,0.008614210686277135,,, +WHbb,116.35029311753367,116.35029311753367,116.09016021113949,115.97731768365011,0.04178545124977738,0.02620945467391398,0.024997947266983206,0.024997947266983206,0.024997947266983206,,, +ggZHbb,10.311005316400479,10.311005316400479,10.28303977032229,10.258567730652926,0.0029267823682215554,0.0024927547754824532,0.002177245631327304,0.002177245631327304,0.002177245631327304,,, +ttHbb,354.83801865944884,354.83801865944884,353.4782835063519,351.99796261301265,0.1432182184593188,0.048856919464204514,0.048856919464204514,0.04613582357944095,0.04356199289404251,,, +HWW,172.07437391871363,172.07437391871363,171.39708029390346,170.57519080446693,1.9586988931906322,0.49765480674707674,0.45229082448402114,0.42708652925572943,0.4074216945670446,,, +Data,1383108.0,1383108.0,,,,76.0,75.0,73.0,72.0,1383108.0,1383108.0,356.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JER_up.csv new file mode 100644 index 00000000..7308bc49 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScore_JER_up >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.995 +HHbbVV,1.706591057896172,1.706591057896172,1.7013385194247648,1.6968562725452987,0.18354840366326253,0.1258170120751449,0.11034686690021062,0.1101704129828906,0.10969920075170336,,, +QCD,1126208.5372077704,1204990.9790546382,1200382.012896498,1196872.1266944017,108.2673451740654,16.004139090747604,15.335955679461364,15.335955679461364,15.335955679461364,,, +TT,126178.01663528237,126178.01663528237,125746.98835116654,125293.22760802964,50.44636073825197,9.193043843519389,9.193043843519389,8.115513199699215,7.430673354194692,,, +ST,11213.018738828063,11213.018738828063,11168.928717403302,11142.405760436903,4.023494085456328,1.0955139400830274,1.0955139400830274,1.0955139400830274,1.0955139400830274,,, +W+Jets,15930.077126498532,15930.077126498532,15875.910881821987,15834.447832733507,12.289780087367003,2.8652385517522037,2.7452806272669923,2.7452806272669923,2.7452806272669923,,, +Z+Jets,22772.15825578505,22772.15825578505,22683.690019930553,22627.89307859461,6.272184409145603,2.1314746119072767,2.1314746119072767,2.1314746119072767,2.1314746119072767,,, +Diboson,1008.665041486354,1008.665041486354,1005.8693429051912,1002.8762851988342,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,223.1087799478259,223.1087799478259,222.72256516683834,221.885637181582,0.033456804525291706,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,,, +VBFHbb,71.28205035333777,71.28205035333777,71.09353616711309,70.92054851701442,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,67.12062616739404,67.12062616739404,66.91738349689737,66.80075080682559,0.013628222558284284,0.011305604453147197,0.008614210686277135,0.008614210686277135,0.008614210686277135,,, +WHbb,116.35029311753367,116.35029311753367,116.02018260223909,115.8886531559248,0.03813442417107823,0.02575124418389793,0.024539736776967157,0.024539736776967157,0.024539736776967157,,, +ggZHbb,10.311005316400479,10.311005316400479,10.280393102764487,10.256855442553917,0.0029565448259718323,0.0024927547754824532,0.002177245631327304,0.002177245631327304,0.002177245631327304,,, +ttHbb,354.83801865944884,354.83801865944884,353.41729440378543,352.01734089665155,0.13966945361106992,0.049683255663902554,0.049683255663902554,0.04693077244515263,0.04435694175975419,,, +HWW,172.07437391871363,172.07437391871363,171.4077847036248,170.61905764119348,1.9441531344496288,0.4856189894401369,0.44030243824183785,0.42127209541870675,0.40160726073002195,,, +Data,1383108.0,1383108.0,,,,76.0,75.0,73.0,72.0,1383108.0,1383108.0,356.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JES_down.csv new file mode 100644 index 00000000..13227af8 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScore_JES_down >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.995 +HHbbVV,1.706591057896172,1.706591057896172,1.6956488206244413,1.6870219762186835,0.18315735909558503,0.12556395016002056,0.11013077403237485,0.10996066717304594,0.10947357640026578,,, +QCD,1126208.5372077704,1204990.9790546382,1195580.4197497359,1188493.8378485164,104.96983854574549,9.892321776669444,9.224138365383206,9.224138365383206,9.224138365383206,,, +TT,126178.01663528237,126178.01663528237,125277.51309674431,124328.8175008741,48.67570893827259,8.68853200933301,8.68853200933301,7.6124758482777075,6.927636002773184,,, +ST,11213.018738828063,11213.018738828063,11119.661879992498,11058.864901644467,4.099023207445477,1.0955139400830274,1.0955139400830274,1.0955139400830274,1.0955139400830274,,, +W+Jets,15930.077126498532,15930.077126498532,15826.798062580072,15744.192115021908,12.262859854653719,3.1672975367896283,3.0473396123044165,3.0473396123044165,3.0473396123044165,,, +Z+Jets,22772.15825578505,22772.15825578505,22591.343797623595,22477.3522387971,6.349097569605066,2.1949087118814647,2.1949087118814647,2.1949087118814647,2.1949087118814647,,, +Diboson,1008.665041486354,1008.665041486354,1001.555468829989,995.7367767362746,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,223.1087799478259,223.1087799478259,222.20721408699214,220.60052287185852,0.033456804525291706,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,,, +VBFHbb,71.28205035333777,71.28205035333777,70.93247270180143,70.49767611071601,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,67.12062616739404,67.12062616739404,66.73802979718431,66.52688948307338,0.013628222558284284,0.011305604453147197,0.008614210686277135,0.008614210686277135,0.008614210686277135,,, +WHbb,116.35029311753367,116.35029311753367,115.70531888025883,115.43919849488618,0.03813442417107823,0.02575124418389793,0.024539736776967157,0.024539736776967157,0.024539736776967157,,, +ggZHbb,10.311005316400479,10.311005316400479,10.25139710473921,10.200185500756241,0.0029267823682215554,0.0024927547754824532,0.002177245631327304,0.002177245631327304,0.002177245631327304,,, +ttHbb,354.83801865944884,354.83801865944884,351.98243580111443,349.16857078942746,0.14709707477871403,0.047480697465049064,0.047480697465049064,0.0447596015802855,0.04218577089488706,,, +HWW,172.07437391871363,172.07437391871363,170.7911521048616,169.23726416010865,1.9417804483172045,0.4879148516176703,0.44348166908511105,0.42445132626197996,0.40478649157329505,,, +Data,1383108.0,1383108.0,,,,76.0,75.0,73.0,72.0,1383108.0,1383108.0,356.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JES_up.csv new file mode 100644 index 00000000..2cfbdc55 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScore_JES_up >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore >= 0.995 +HHbbVV,1.706591057896172,1.706591057896172,1.7065851517004555,1.706563929098256,0.1843817079133733,0.12629748255749135,0.1108833911062309,0.11071314217812844,0.1102287129739017,,, +QCD,1126208.5372077704,1204990.9790546382,1204968.588130011,1204955.485744056,119.55149837013803,20.597133203825763,19.928949792539527,19.928949792539527,19.928949792539527,,, +TT,126178.01663528237,126178.01663528237,126174.28689269017,126170.12612420504,49.22551337244671,9.139154521221176,9.139154521221176,8.044968871964466,7.160883257940743,,, +ST,11213.018738828063,11213.018738828063,11212.048811462337,11211.655393615407,3.7431153025203683,1.0955139400830274,1.0955139400830274,1.0955139400830274,1.0955139400830274,,, +W+Jets,15930.077126498532,15930.077126498532,15929.567731787893,15929.209710016235,11.794521585083803,2.7373219095769774,2.617363985091766,2.617363985091766,2.617363985091766,,, +Z+Jets,22772.15825578505,22772.15825578505,22771.53543504107,22770.964652224375,6.908938551626508,2.336666803794807,2.336666803794807,2.336666803794807,2.336666803794807,,, +Diboson,1008.665041486354,1008.665041486354,1008.6552751889706,1008.6552751889706,0.0,0.0,0.0,0.0,0.0,,, +ggFHbb,223.1087799478259,223.1087799478259,223.1087799478259,223.10648942140045,0.033456804525291706,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,,, +VBFHbb,71.28205035333777,71.28205035333777,71.28205035333777,71.28205035333777,0.0,0.0,0.0,0.0,0.0,,, +ZHbb,67.12062616739404,67.12062616739404,67.12052250655093,67.12052250655093,0.010993381098627852,0.008670762993490766,0.005979369226620702,0.005979369226620702,0.005979369226620702,,, +WHbb,116.35029311753367,116.35029311753367,116.34265009656505,116.33875840971054,0.043040724721469074,0.027252255364686687,0.026040747957755912,0.026040747957755912,0.026040747957755912,,, +ggZHbb,10.311005316400479,10.311005316400479,10.310920939333991,10.310900618783364,0.0029430279771678314,0.0024750468545421287,0.0021595377103869806,0.0021595377103869806,0.0021595377103869806,,, +ttHbb,354.83801865944884,354.83801865944884,354.82351614889456,354.81594162326763,0.14080965837254245,0.049016293937522395,0.049016293937522395,0.04626381071877247,0.043689980033374015,,, +HWW,172.07437391871363,172.07437391871363,172.07336962048205,172.06752156096098,1.9499676496326936,0.5028525831468109,0.45660523221801547,0.4320613881613077,0.4123965534726228,,, +Data,1383108.0,1383108.0,,,,76.0,75.0,73.0,72.0,1383108.0,1383108.0,356.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JMR_down.csv new file mode 100644 index 00000000..97837da4 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_down >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.995 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.18910399691214405,0.12998282438916564,0.11444724636568235,0.11424055372481098,0.11382312546862414, +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,91.16652733511339,14.46996292189686,13.801779510610622,13.801779510610622,13.801779510610622, +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,48.415456293402755,8.352871855721935,8.352871855721935,7.276815694666631,6.392730080642906, +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,4.4507057921553494,1.1669464631368602,1.1669464631368602,1.1669464631368602,1.1669464631368602, +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,11.60998072177649,3.2277354397644182,3.1077775152792073,3.1077775152792073,3.1077775152792073, +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,5.881274102911383,2.1296811525751433,2.1296811525751433,2.1296811525751433,2.1296811525751433, +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,1.0762628561443077,1.0762628561443077,1.0762628561443077,1.0762628561443077,1.0762628561443077, +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.033456804525291706,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903, +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0,0.0, +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.010993381098627852,0.008670762993490766,0.005979369226620702,0.005979369226620702,0.005979369226620702, +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.040343641100126094,0.027430508707929988,0.026219001300999214,0.026219001300999214,0.026219001300999214, +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.002781939938315491,0.0023181498878261115,0.002002640743670963,0.002002640743670963,0.002002640743670963, +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.14672199634022137,0.05029891528750472,0.05029891528750472,0.04754643206875479,0.04309413709715955, +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,1.9728686664100725,0.5225510241650471,0.47902229514131855,0.4460745637211079,0.426409729032423, +Data,1383108.0,1383108.0,1383108.0,1383108.0,,76.0,75.0,73.0,72.0,356.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JMR_up.csv new file mode 100644 index 00000000..e5e5ba10 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMR_up >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.995 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.16297467927552634,0.11171095614625358,0.09708988994639717,0.09690214604538319,0.09646226772466152, +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,109.68142154779765,13.984350147638377,13.316166736352141,13.316166736352141,13.316166736352141, +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,51.818935194802236,9.267047463137029,9.267047463137029,8.082682996673727,7.475391019125826, +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,4.672960534034729,0.9040507392890305,0.9040507392890305,0.9040507392890305,0.9040507392890305, +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,10.928049875939298,2.532571240973631,2.41261331648842,2.41261331648842,2.41261331648842, +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,6.430212403347355,2.8290610166362757,2.8290610166362757,2.8290610166362757,2.8290610166362757, +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.9033627515053625,0.9033627515053625,0.9033627515053625,0.9033627515053625,0.9033627515053625, +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.033456804525291706,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903, +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0,0.0, +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.01888329437338488,0.016560676268247795,0.011165904910699983,0.011165904910699983,0.011165904910699983, +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.037311182454415386,0.024694642844126508,0.023483135437195733,0.023483135437195733,0.023483135437195733, +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.003448776129135295,0.002605411649802533,0.002289902505647385,0.002289902505647385,0.002289902505647385, +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.1456173651252585,0.05597906929523844,0.05415890997702988,0.048046507042433,0.04547267635703456, +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,1.75781449273547,0.41112028299576286,0.3692988146484081,0.3500720683324059,0.33390184137515333, +Data,1383108.0,1383108.0,1383108.0,1383108.0,,76.0,75.0,73.0,72.0,356.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JMS_down.csv new file mode 100644 index 00000000..98294fc7 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_down >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.995 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.18342579539001383,0.1259652512141185,0.11044256960859337,0.11026163358740369,0.10975320205426231, +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,97.33242390624902,9.261211692592646,8.593028281306408,8.593028281306408,8.593028281306408, +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,49.35876922919176,9.132121150047833,9.132121150047833,8.056064988992528,7.3712251434880045, +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,4.066282223657728,1.0955139400830274,1.0955139400830274,1.0955139400830274,1.0955139400830274, +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,11.966636788891122,2.8652385517522037,2.7452806272669923,2.7452806272669923,2.7452806272669923, +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,6.4908724890778835,2.240218755078005,2.240218755078005,2.240218755078005,2.240218755078005, +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0,0.0, +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.033456804525291706,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903, +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0,0.0, +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.013628222558284284,0.011305604453147197,0.008614210686277135,0.008614210686277135,0.008614210686277135, +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.040013146063773763,0.02762996607659346,0.026418458669662685,0.026418458669662685,0.026418458669662685, +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.0029565448259718323,0.0024927547754824532,0.002177245631327304,0.002177245631327304,0.002177245631327304, +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.14332241677061747,0.04902822039900515,0.04902822039900515,0.046275737180255225,0.04370190649485678, +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,1.9398111911734077,0.4808460815934598,0.43641289906090064,0.41738255623776954,0.3977177215490847, +Data,1383108.0,1383108.0,1383108.0,1383108.0,,76.0,75.0,73.0,72.0,356.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JMS_up.csv new file mode 100644 index 00000000..6937b50b --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passggf_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScore_JMS_up >= 0.995,bbFatJetParticleNetMD_Txbb >= 0.9734,BDTScoreVBF < 0.999 or bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,BDTScore >= 0.995 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.18503457328815684,0.12698055081946671,0.11145750091878887,0.11129808115254718,0.1107896496194058, +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,106.10767465451049,13.854205805670809,13.18602239438457,13.18602239438457,13.18602239438457, +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,47.1203365011871,8.349632361280383,8.349632361280383,7.273576200225079,6.588736354720555, +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,4.118478856881756,1.199266840393097,1.199266840393097,1.199266840393097,1.199266840393097, +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,11.912646755195649,2.92031429251292,2.800356368027708,2.800356368027708,2.800356368027708, +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,6.571095487302556,2.272064965971795,2.272064965971795,2.272064965971795,2.272064965971795, +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0,0.0, +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.033456804525291706,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903,0.0018852928053611903, +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0,0.0, +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.013628222558284284,0.011305604453147197,0.008614210686277135,0.008614210686277135,0.008614210686277135, +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.03757379217574848,0.027710387149073402,0.026498879742142628,0.026498879742142628,0.026498879742142628, +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.002915977517291701,0.0024521874668023214,0.0021366783226471724,0.0021366783226471724,0.0021366783226471724, +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.14036758480437855,0.0487663256048772,0.0487663256048772,0.046013842386127275,0.04344001170072884, +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,1.9578207357180575,0.4952707384347776,0.4508375559022183,0.43122177318732535,0.41155693849864045, +Data,1383108.0,1383108.0,1383108.0,1383108.0,,76.0,75.0,73.0,72.0,356.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow.csv new file mode 100644 index 00000000..ad2141c6 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.03493054500944019,0.017464973216832966,0.017437513701838037,0.017384853066000933 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,0.4852390242150444,0.0,0.0,0.0 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.0,0.0,0.0,0.0 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766 +Data,1383108.0,1383108.0,1383108.0,1383108.0,69.0,5.0,5.0,5.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JER_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JER_down.csv new file mode 100644 index 00000000..355c55d4 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JER_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_down >= 300,VVFatJetPt_JER_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.701785185949453,1.6976235820778385,0.03493054500944019,0.017464973216832966,0.017437513701838037,0.017384853066000933,, +QCD,1126208.5372077704,1204990.9790546382,1200738.052316178,1197558.877157514,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337,, +TT,126178.01663528237,126178.01663528237,125721.86252072458,125249.58535996148,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777,, +ST,11213.018738828063,11213.018738828063,11168.452048314444,11140.719505951973,0.4852390242150444,0.0,0.0,0.0,, +W+Jets,15930.077126498532,15930.077126498532,15881.107695718065,15842.384142944156,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253,, +Z+Jets,22772.15825578505,22772.15825578505,22689.51909652289,22638.01021402513,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934,, +Diboson,1008.665041486354,1008.665041486354,1005.0573352561039,1001.5335960272366,0.0,0.0,0.0,0.0,, +ggFHbb,223.1087799478259,223.1087799478259,222.71968015957236,221.89439691067292,0.0,0.0,0.0,0.0,, +VBFHbb,71.28205035333777,71.28205035333777,71.08197998191031,70.88904592719425,0.0,0.0,0.0,0.0,, +ZHbb,67.12062616739404,67.12062616739404,66.95505508866002,66.85027969634586,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888,, +WHbb,116.35029311753367,116.35029311753367,116.09016021113949,115.97731768365011,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728,, +ggZHbb,10.311005316400479,10.311005316400479,10.28303977032229,10.258567730652926,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,, +ttHbb,354.83801865944884,354.83801865944884,353.4782835063519,351.99796261301265,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546,, +HWW,172.07437391871363,172.07437391871363,171.39708029390346,170.57519080446693,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766,, +Data,1383108.0,1383108.0,,,69.0,5.0,5.0,5.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JER_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JER_up.csv new file mode 100644 index 00000000..21adc2e4 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JER_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JER_up >= 300,VVFatJetPt_JER_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.7013385194247648,1.6968562725452987,0.03493054500944019,0.017464973216832966,0.017437513701838037,0.017384853066000933,, +QCD,1126208.5372077704,1204990.9790546382,1200382.012896498,1196872.1266944017,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337,, +TT,126178.01663528237,126178.01663528237,125746.98835116654,125293.22760802964,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777,, +ST,11213.018738828063,11213.018738828063,11168.928717403302,11142.405760436903,0.4852390242150444,0.0,0.0,0.0,, +W+Jets,15930.077126498532,15930.077126498532,15875.910881821987,15834.447832733507,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253,, +Z+Jets,22772.15825578505,22772.15825578505,22683.690019930553,22627.89307859461,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934,, +Diboson,1008.665041486354,1008.665041486354,1005.8693429051912,1002.8762851988342,0.0,0.0,0.0,0.0,, +ggFHbb,223.1087799478259,223.1087799478259,222.72256516683834,221.885637181582,0.0,0.0,0.0,0.0,, +VBFHbb,71.28205035333777,71.28205035333777,71.09353616711309,70.92054851701442,0.0,0.0,0.0,0.0,, +ZHbb,67.12062616739404,67.12062616739404,66.91738349689737,66.80075080682559,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888,, +WHbb,116.35029311753367,116.35029311753367,116.02018260223909,115.8886531559248,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728,, +ggZHbb,10.311005316400479,10.311005316400479,10.280393102764487,10.256855442553917,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,, +ttHbb,354.83801865944884,354.83801865944884,353.41729440378543,352.01734089665155,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546,, +HWW,172.07437391871363,172.07437391871363,171.4077847036248,170.61905764119348,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766,, +Data,1383108.0,1383108.0,,,69.0,5.0,5.0,5.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JES_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JES_down.csv new file mode 100644 index 00000000..2c11ef20 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JES_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_down >= 300,VVFatJetPt_JES_down >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.6956488206244413,1.6870219762186835,0.03495302068082702,0.017485303020843633,0.017457843505848704,0.017405182870011596,, +QCD,1126208.5372077704,1204990.9790546382,1195580.4197497359,1188493.8378485164,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337,, +TT,126178.01663528237,126178.01663528237,125277.51309674431,124328.8175008741,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777,, +ST,11213.018738828063,11213.018738828063,11119.661879992498,11058.864901644467,0.4852390242150444,0.0,0.0,0.0,, +W+Jets,15930.077126498532,15930.077126498532,15826.798062580072,15744.192115021908,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253,, +Z+Jets,22772.15825578505,22772.15825578505,22591.343797623595,22477.3522387971,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934,, +Diboson,1008.665041486354,1008.665041486354,1001.555468829989,995.7367767362746,0.0,0.0,0.0,0.0,, +ggFHbb,223.1087799478259,223.1087799478259,222.20721408699214,220.60052287185852,0.0,0.0,0.0,0.0,, +VBFHbb,71.28205035333777,71.28205035333777,70.93247270180143,70.49767611071601,0.0,0.0,0.0,0.0,, +ZHbb,67.12062616739404,67.12062616739404,66.73802979718431,66.52688948307338,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888,, +WHbb,116.35029311753367,116.35029311753367,115.70531888025883,115.43919849488618,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728,, +ggZHbb,10.311005316400479,10.311005316400479,10.25139710473921,10.200185500756241,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,, +ttHbb,354.83801865944884,354.83801865944884,351.98243580111443,349.16857078942746,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546,, +HWW,172.07437391871363,172.07437391871363,170.7911521048616,169.23726416010865,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766,, +Data,1383108.0,1383108.0,,,69.0,5.0,5.0,5.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JES_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JES_up.csv new file mode 100644 index 00000000..596101f1 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JES_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt_JES_up >= 300,VVFatJetPt_JES_up >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9,bbFatJetPt >= 300,VVFatJetPt >= 300 +HHbbVV,1.706591057896172,1.706591057896172,1.7065851517004555,1.706563929098256,0.03494437140597181,0.017478799613364578,0.017451340098369652,0.017398679462532547,, +QCD,1126208.5372077704,1204990.9790546382,1204968.588130011,1204955.485744056,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337,, +TT,126178.01663528237,126178.01663528237,126174.28689269017,126170.12612420504,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777,, +ST,11213.018738828063,11213.018738828063,11212.048811462337,11211.655393615407,0.4852390242150444,0.0,0.0,0.0,, +W+Jets,15930.077126498532,15930.077126498532,15929.567731787893,15929.209710016235,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253,, +Z+Jets,22772.15825578505,22772.15825578505,22771.53543504107,22770.964652224375,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934,, +Diboson,1008.665041486354,1008.665041486354,1008.6552751889706,1008.6552751889706,0.0,0.0,0.0,0.0,, +ggFHbb,223.1087799478259,223.1087799478259,223.1087799478259,223.10648942140045,0.0,0.0,0.0,0.0,, +VBFHbb,71.28205035333777,71.28205035333777,71.28205035333777,71.28205035333777,0.0,0.0,0.0,0.0,, +ZHbb,67.12062616739404,67.12062616739404,67.12052250655093,67.12052250655093,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888,, +WHbb,116.35029311753367,116.35029311753367,116.34265009656505,116.33875840971054,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728,, +ggZHbb,10.311005316400479,10.311005316400479,10.310920939333991,10.310900618783364,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,, +ttHbb,354.83801865944884,354.83801865944884,354.82351614889456,354.81594162326763,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546,, +HWW,172.07437391871363,172.07437391871363,172.07336962048205,172.06752156096098,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766,, +Data,1383108.0,1383108.0,,,69.0,5.0,5.0,5.0,1383108.0,1383108.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JMR_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JMR_down.csv new file mode 100644 index 00000000..ad2141c6 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JMR_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.03493054500944019,0.017464973216832966,0.017437513701838037,0.017384853066000933 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,0.4852390242150444,0.0,0.0,0.0 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.0,0.0,0.0,0.0 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766 +Data,1383108.0,1383108.0,1383108.0,1383108.0,69.0,5.0,5.0,5.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JMR_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JMR_up.csv new file mode 100644 index 00000000..ad2141c6 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JMR_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.03493054500944019,0.017464973216832966,0.017437513701838037,0.017384853066000933 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,0.4852390242150444,0.0,0.0,0.0 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.0,0.0,0.0,0.0 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766 +Data,1383108.0,1383108.0,1383108.0,1383108.0,69.0,5.0,5.0,5.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JMS_down.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JMS_down.csv new file mode 100644 index 00000000..ad2141c6 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JMS_down.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.03493054500944019,0.017464973216832966,0.017437513701838037,0.017384853066000933 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,0.4852390242150444,0.0,0.0,0.0 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.0,0.0,0.0,0.0 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766 +Data,1383108.0,1383108.0,1383108.0,1383108.0,69.0,5.0,5.0,5.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JMS_up.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JMS_up.csv new file mode 100644 index 00000000..ad2141c6 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/cutflows/2018/passvbf_cutflow_JMS_up.csv @@ -0,0 +1,16 @@ +,Pre-selection,QCD SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF >= 0.999,bbFatJetParticleNetMD_Txbb >= 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9 +HHbbVV,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.03493054500944019,0.017464973216832966,0.017437513701838037,0.017384853066000933 +QCD,1126208.5372077704,1204990.9790546382,1200602.6007629426,1197348.6443478006,28.054246643507533,2.1282289447162337,2.1282289447162337,2.1282289447162337 +TT,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,6.711647574308787,0.22283952459049777,0.22283952459049777,0.22283952459049777 +ST,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,0.4852390242150444,0.0,0.0,0.0 +W+Jets,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,1.7753337754403034,0.23249108906932253,0.23249108906932253,0.23249108906932253 +Z+Jets,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,0.9159599339092133,0.16585144497909934,0.16585144497909934,0.16585144497909934 +Diboson,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,0.0,0.0,0.0,0.0 +ggFHbb,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,0.0,0.0,0.0,0.0 +VBFHbb,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,0.0,0.0,0.0,0.0 +ZHbb,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,0.005364808223719335,0.0080872919920888,0.0080872919920888,0.0080872919920888 +WHbb,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,0.004085057828085782,0.0012115074069307728,0.0012115074069307728,0.0012115074069307728 +ggZHbb,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488,0.0003155091441551488 +ttHbb,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,0.013592377506338372,0.0018201593182085546,0.0018201593182085546,0.0018201593182085546 +HWW,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,0.3452618821582025,0.056496531098282766,0.056496531098282766,0.056496531098282766 +Data,1383108.0,1383108.0,1383108.0,1383108.0,69.0,5.0,5.0,5.0 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/lpsfs_passggf.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/lpsfs_passggf.csv new file mode 100644 index 00000000..f88b466e --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/lpsfs_passggf.csv @@ -0,0 +1,2 @@ +,SF,sj_matching_unc,sj_pt_unc,stat_unc,syst_unc +HHbbVV,1.05 ± 0.23,0.14920268947395537,0.0007821920510374409,0.048066903551757675,0.15303949989086268 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/lpsfs_passvbf.csv b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/lpsfs_passvbf.csv new file mode 100644 index 00000000..b0e4a91b --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/lpsfs_passvbf.csv @@ -0,0 +1,2 @@ +,SF,sj_matching_unc,sj_pt_unc,stat_unc,syst_unc +HHbbVV,0.95 ± 0.28,0.1191523325514725,0.010841863482916728,0.07856434788501383,0.2561410936981489 diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/systematics.json b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/systematics.json new file mode 100644 index 00000000..f3456a01 --- /dev/null +++ b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995/systematics.json @@ -0,0 +1,82 @@ +{ + "2016": { + "passvbf": { + "trig_total": 687.9797695433379, + "trig_total_err": 10.589186914125703 + }, + "passggf": { + "trig_total": 6233.606377383457, + "trig_total_err": 68.15375440401571 + }, + "fail": { + "trig_total": 1735914.58627446, + "trig_total_err": 3121.8140800541255 + } + }, + "passvbf": { + "HHbbVV": { + "lp_sf": 0.9503388492177763, + "lp_sf_unc": 0.29342024639707515, + "lp_sf_uncs": { + "syst_unc": 0.2561410936981489, + "stat_unc": 0.07856434788501383, + "sj_pt_unc": 0.010841863482916728, + "sj_matching_unc": 0.1191523325514725 + } + } + }, + "passggf": { + "HHbbVV": { + "lp_sf": 1.0485594168172478, + "lp_sf_unc": 0.219074348371884, + "lp_sf_uncs": { + "syst_unc": 0.15303949989086268, + "stat_unc": 0.048066903551757675, + "sj_pt_unc": 0.0007821920510374409, + "sj_matching_unc": 0.14920268947395537 + } + } + }, + "2016APV": { + "passvbf": { + "trig_total": 785.5606285857502, + "trig_total_err": 9.961523400573007 + }, + "passggf": { + "trig_total": 6888.50545423391, + "trig_total_err": 57.122626994798296 + }, + "fail": { + "trig_total": 2039029.4499765574, + "trig_total_err": 3343.171767487172 + } + }, + "2017": { + "passvbf": { + "trig_total": 1519.268085080024, + "trig_total_err": 13.085909922485218 + }, + "passggf": { + "trig_total": 9909.46199842348, + "trig_total_err": 71.42146373931214 + }, + "fail": { + "trig_total": 1639960.9378558195, + "trig_total_err": 1759.476035699539 + } + }, + "2018": { + "passvbf": { + "trig_total": 1491.8863728777292, + "trig_total_err": 13.656857296391836 + }, + "passggf": { + "trig_total": 8353.342160420547, + "trig_total_err": 58.423360054925695 + }, + "fail": { + "trig_total": 1291098.8278291456, + "trig_total_err": 1279.2860978128667 + } + } +} From 15ab5add5dd863392f736c6c1a85e6d25dc00b93 Mon Sep 17 00:00:00 2001 From: rkansal47 Date: Fri, 26 Apr 2024 11:00:11 -0500 Subject: [PATCH 5/9] unblinded combine scripts --- src/HHbbVV/combine/binder/FTest.ipynb | 38 +- src/HHbbVV/combine/run_blinded.sh | 12 +- .../combine/run_ftest_nonres_unblinded.sh | 193 ++++++++++ src/HHbbVV/combine/run_unblinded.sh | 349 ++++++++++++++++++ src/HHbbVV/combine/submit/submit_ftest.py | 34 +- .../submit_ftest_nonres_unblinded.templ.sh | 115 ++++++ src/HHbbVV/postprocessing/CreateDatacard.py | 30 +- src/HHbbVV/postprocessing/PlotFits.ipynb | 17 +- .../PostProcessVBFtesting.ipynb | 7 - src/HHbbVV/postprocessing/datacardHelpers.py | 27 ++ src/HHbbVV/postprocessing/utils.py | 6 + 11 files changed, 793 insertions(+), 35 deletions(-) create mode 100755 src/HHbbVV/combine/run_ftest_nonres_unblinded.sh create mode 100755 src/HHbbVV/combine/run_unblinded.sh create mode 100644 src/HHbbVV/combine/submit/submit_ftest_nonres_unblinded.templ.sh diff --git a/src/HHbbVV/combine/binder/FTest.ipynb b/src/HHbbVV/combine/binder/FTest.ipynb index f0838a5e..daf8f39a 100644 --- a/src/HHbbVV/combine/binder/FTest.ipynb +++ b/src/HHbbVV/combine/binder/FTest.ipynb @@ -13,6 +13,8 @@ "import mplhep as hep\n", "import matplotlib.ticker as mticker\n", "from pathlib import Path\n", + "from HHbbVV.postprocessing import utils\n", + "from scipy import stats\n", "\n", "plt.style.use(hep.style.CMS)\n", "hep.style.use(\"CMS\")\n", @@ -29,7 +31,7 @@ "source": [ "MAIN_DIR = Path(\"../../../../\")\n", "\n", - "plot_dir = MAIN_DIR / \"plots/FTests/24Apr10ggF\"\n", + "plot_dir = MAIN_DIR / \"plots/FTests/24Apr64UnblindedMergeBins1ggF\"\n", "plot_dir.mkdir(exist_ok=True, parents=True)" ] }, @@ -43,6 +45,13 @@ " return np.mean(toy_ts >= data_ts)\n", "\n", "\n", + "def p_value_fit(data_ts: float, df: float):\n", + " \"\"\"get p-value from chi^2 it rather than toy values\"\"\"\n", + " x = np.linspace(0.01, 100, 1000)\n", + " cdf = stats.chi2.cdf(x, df)\n", + " return 1 - cdf[utils.find_nearest(x, data_ts)]\n", + "\n", + "\n", "def F_statistic(\n", " ts_low: List[float],\n", " ts_high: list[float],\n", @@ -71,8 +80,13 @@ "metadata": {}, "outputs": [], "source": [ - "eos_cards_dir = \"/eos/uscms/store/user/rkansal/bbVV/cards/f_tests/24Apr10ggFMP9965/\"\n", - "local_cards_dir = \"/uscms/home/rkansal/hhcombine/cards/f_tests/24Apr10ggFMP9965/\"\n", + "eos_cards_dir = (\n", + " \"/eos/uscms/store/user/rkansal/bbVV/cards/f_tests/24Apr24NonresUnblindedMergeBins1/ggf/\"\n", + ")\n", + "local_cards_dir = (\n", + " \"/uscms/home/rkansal/hhcombine/cards/f_tests/24Apr24NonresUnblindedMergeBins1/ggf/\"\n", + ")\n", + "# test_orders = [0, 1, 2, 3, 4, 5]\n", "test_orders = [0, 1, 2]\n", "test_statistics = {}\n", "\n", @@ -85,7 +99,7 @@ "\n", " # test statistics for toys generated by (o1, o2) order model\n", " file = uproot.concatenate(\n", - " f\"{eos_cards_dir}/nTF_{nTF}/higgsCombineToys{tlabel}Seed*44.GoodnessOfFit.mH125.*44.root\"\n", + " f\"{eos_cards_dir}/nTF_{nTF}/higgsCombineToys{tlabel}Seed*4.GoodnessOfFit.mH125.*4.root\"\n", " )\n", " tdict[\"toys\"][tflabel] = np.array(file[\"limit\"])\n", "\n", @@ -164,9 +178,6 @@ "metadata": {}, "outputs": [], "source": [ - "from scipy import stats\n", - "\n", - "\n", "def plot_tests(\n", " data_ts: float,\n", " toy_ts: np.ndarray,\n", @@ -182,6 +193,7 @@ " # plot_min = min(np.min(toy_ts), data_ts, 0)\n", " plot_min = 0\n", " pval = p_value(data_ts, toy_ts)\n", + " res = None\n", "\n", " plt.figure(figsize=(12, 8))\n", " h = plt.hist(\n", @@ -191,7 +203,6 @@ " histtype=\"step\",\n", " label=f\"{len(toy_ts)} Toys\",\n", " )\n", - " plt.axvline(data_ts, color=\"#FF502E\", linestyle=\":\", label=rf\"Data ($p$-value = {pval:.2f})\")\n", "\n", " if fit is not None:\n", " x = np.linspace(plot_min + 0.01, plot_max, 100)\n", @@ -199,6 +210,7 @@ " if fit == \"chi2\":\n", " res = stats.fit(stats.chi2, toy_ts, [(0, 200)])\n", " pdf = stats.chi2.pdf(x, res.params.df)\n", + " pval = p_value_fit(data_ts, res.params.df)\n", " label = rf\"$\\chi^2_{{DoF = {res.params.df:.2f}}}$ Fit\"\n", " elif fit == \"f\":\n", " pdf = stats.f.pdf(x, 1, fdof2)\n", @@ -215,6 +227,8 @@ " label=label,\n", " )\n", "\n", + " plt.axvline(data_ts, color=\"#FF502E\", linestyle=\":\", label=rf\"Data ($p$-value = {pval:.2f})\")\n", + "\n", " hep.cms.label(\n", " \"Work in Progress\",\n", " data=True,\n", @@ -227,7 +241,9 @@ " plt.ylabel(\"Number of Toys\")\n", " plt.xlabel(\"Test Statistics\")\n", "\n", - " plt.savefig(f\"{plot_dir}/{name}.pdf\", bbox_inches=\"tight\")" + " plt.savefig(f\"{plot_dir}/{name}.pdf\", bbox_inches=\"tight\")\n", + "\n", + " return res" ] }, { @@ -244,11 +260,11 @@ "metadata": {}, "outputs": [], "source": [ - "o1 = 1 # order being tested\n", + "o1 = 2 # order being tested\n", "tlabel = f\"{o1}\"\n", "\n", "data_ts, toy_ts = test_statistics[tlabel][\"data\"][tlabel], test_statistics[tlabel][\"toys\"][tlabel]\n", - "plot_tests(data_ts, toy_ts, \"gof\" + tlabel, fit=\"chi2\", bins=20)\n", + "res = plot_tests(data_ts, toy_ts, \"gof\" + tlabel, fit=\"chi2\", bins=20)\n", "\n", "ord1 = o1 + 1\n", "tflabel = f\"{ord1}\"\n", diff --git a/src/HHbbVV/combine/run_blinded.sh b/src/HHbbVV/combine/run_blinded.sh index 22760ba6..d2fc3f7d 100755 --- a/src/HHbbVV/combine/run_blinded.sh +++ b/src/HHbbVV/combine/run_blinded.sh @@ -317,13 +317,13 @@ fi if [ $toylimits = 1 ]; then echo "Expected limits (MC Unblinded) using toys" - # combine -M HybridNew --LHCmode LHC-limits --saveHybridResult -m 125 -n "" -d ${wsm_snapshot}.root --snapshotName MultiDimFit -v 9 \ - # ${unblindedparams},r=0 -s "$seed" --bypassFrequentistFit --rAbsAcc 1.0 -T 200 \ - # --floatParameters "${freezeparamsblinded},r" --toysFrequentist --expectedFromGrid 0.500 2>&1 | tee $outsdir/ToysLimits.txt + combine -M HybridNew --LHCmode LHC-limits --saveHybridResult -m 125 -n "" -d ${wsm_snapshot}.root --snapshotName MultiDimFit -v 9 \ + ${unblindedparams},r=0 -s "$seed" --bypassFrequentistFit --rAbsAcc 5.0 -T 100 --clsAcc 10 \ + --floatParameters "${freezeparamsblinded},r" --toysFrequentist --expectedFromGrid 0.500 2>&1 | tee $outsdir/ToysLimits.txt - combine -M HybridNew --LHCmode LHC-limits --singlePoint 0 --saveHybridResult -m 125 -n "" -d ${wsm_snapshot}.root --snapshotName MultiDimFit -v 9 --saveToys \ - ${unblindedparams},r=0 -s "$seed" --bypassFrequentistFit --rAbsAcc 1.0 -T 100 --clsAcc 10 \ - --floatParameters "${freezeparamsblinded},r" --toysFrequentist 2>&1 | tee $outsdir/ToysLimitsSP.txt + # combine -M HybridNew --LHCmode LHC-limits --singlePoint 0 --saveHybridResult -m 125 -n "" -d ${wsm_snapshot}.root --snapshotName MultiDimFit -v 9 --saveToys \ + # ${unblindedparams},r=0 -s "$seed" --bypassFrequentistFit --rAbsAcc 1.0 -T 100 --clsAcc 10 \ + # --floatParameters "${freezeparamsblinded},r" --toysFrequentist 2>&1 | tee $outsdir/ToysLimitsSP.txt fi diff --git a/src/HHbbVV/combine/run_ftest_nonres_unblinded.sh b/src/HHbbVV/combine/run_ftest_nonres_unblinded.sh new file mode 100755 index 00000000..1b697f93 --- /dev/null +++ b/src/HHbbVV/combine/run_ftest_nonres_unblinded.sh @@ -0,0 +1,193 @@ +#!/bin/bash +# shellcheck disable=SC2086 + +#################################################################################################### +# 1) Makes datacards and workspaces for different orders of polynomials +# 2) Runs background-only fit (Higgs mass window blinded) for lowest order polynomial and GoF test (saturated model) on data +# 3) Runs fit diagnostics and saves shapes (-d|--dfit) +# 4) Generates toys and gets test statistics for each (-t|--goftoys) +# 5) Fits +1 order models to all 100 toys and gets test statistics (-f|--ffits) +# +# Author: Raghav Kansal +#################################################################################################### + + +goftoys=0 +ffits=0 +dfit=0 +limits=0 +seed=42 +numtoys=100 +order=0 +rmax=200 +regions="ggf vbf" +sample="HHbbVV" + +options=$(getopt -o "tfdlo:s:r:" --long "cardstag:,templatestag:,sample:,goftoys,ffits,dfit,limits,order:,numtoys:,seed:,region:,rmax:" -- "$@") +eval set -- "$options" + +while true; do + case "$1" in + -t|--goftoys) + goftoys=1 + ;; + -f|--ffits) + ffits=1 + ;; + -d|--dfit) + dfit=1 + ;; + -l|--limits) + limits=1 + ;; + --cardstag) + shift + cards_tag=$1 + ;; + --templatestag) + shift + templates_tag=$1 + ;; + -s|--sample) + shift + sample=$1 + ;; + -o|--order) + shift + order=$1 + ;; + -r|--region) + shift + regions=$1 + ;; + --seed) + shift + seed=$1 + ;; + --numtoys) + shift + numtoys=$1 + ;; + --rmax) + shift + rmax=$1 + ;; + --) + shift + break;; + \?) + echo "Invalid option: -$OPTARG" >&2 + exit 1 + ;; + :) + echo "Option -$OPTARG requires an argument." >&2 + exit 1 + ;; + esac + shift +done + +echo "Arguments: cardstag=$cards_tag sample=$sample templatestag=$templates_tag dfit=$dfit \ +goftoys=$goftoys ffits=$ffits order=$order seed=$seed numtoys=$numtoys" + +# these are for inside the different cards directories +wsm_snapshot=higgsCombineSnapshot.MultiDimFit.mH125 + +#################################################################################################### +# Set up fit args +#################################################################################################### + +templates_dir="/uscms_data/d1/rkansal/HHbbVV/src/HHbbVV/postprocessing/templates/${templates_tag}" +cards_dir="cards/f_tests/${cards_tag}/" +mkdir -p "${cards_dir}" +echo "Saving datacards to ${cards_dir}" + +outsdir="./outs" + +#################################################################################################### +# Making cards and workspaces for each order polynomial +#################################################################################################### + +for region in $regions +do + echo "Region: $region" + for ord in {0..3} + do + model_name="nTF_${ord}" + + # create datacards if they don't already exist + if [ ! -f "${cards_dir}/$region/${model_name}/pass$region.txt" ]; then + echo "Making Datacard for $model_name" + python3 -u postprocessing/CreateDatacard.py --templates-dir "${templates_dir}" \ + --model-name "${model_name}" --nTF "${ord}" --cards-dir "${cards_dir}/$region" --sig-sample $sample --no-blinded --nonres-regions $region --merge-bins 2 + fi + + cd "${cards_dir}/$region/${model_name}" || exit + echo "${cards_dir}/$region/${model_name}" + + # make workspace, GoF on data if they don't already exist + if [ ! -f "./higgsCombineData.GoodnessOfFit.mH125.root" ]; then + echo "Making workspace, doing fit and gof on data" + /uscms_data/d1/rkansal/HHbbVV/src/HHbbVV/combine/run_unblinded.sh -wbg --rmax $rmax + fi + + if [ $dfit = 1 ]; then + /uscms_data/d1/rkansal/HHbbVV/src/HHbbVV/combine/run_unblinded.sh -d --rmax $rmax + fi + + if [ $limits = 1 ]; then + /uscms_data/d1/rkansal/HHbbVV/src/HHbbVV/combine/run_unblinded.sh -l --rmax $rmax + fi + + cd - || exit + done +done + +#################################################################################################### +# Generate toys for lower order +#################################################################################################### + +model_name="nTF_$order" +toys_name=$order +cd "${cards_dir}/$region/${model_name}/" || exit +toys_file="$(pwd)/higgsCombineToys${toys_name}.GenerateOnly.mH125.$seed.root" +cd - || exit + +if [ $goftoys = 1 ]; then + cd "${cards_dir}/$region/${model_name}/" || exit + + ulimit -s unlimited + + echo "Toys for $order order fit" + combine -M GenerateOnly -m 125 -d ${wsm_snapshot}.root --rMax $rmax \ + --snapshotName MultiDimFit --bypassFrequentistFit --trackParameters r \ + -n "Toys${toys_name}" -t "$numtoys" --saveToys -s "$seed" -v 9 2>&1 | tee "$outsdir/gentoys.txt" + + # combine ${wsm_snapshot}.root -M MultiDimFit -m 125 --rMax $rmax \ + # --snapshotName MultiDimFit --bypassFrequentistFit --trackParameters r --floatParameters r \ + # -n "Toys${toys_name}" -t "$numtoys" --saveToys -s "$seed" -v 9 2>&1 | tee "$outsdir/gentoys.txt" + + cd - || exit +fi + + +#################################################################################################### +# GoFs on generated toys for low and next high order polynomials +#################################################################################################### + +if [ $ffits = 1 ]; then + for ord in $order $((order+1)) + do + model_name="nTF_${ord}" + echo "Fits for $model_name" + + cd "${cards_dir}/${model_name}/" || exit + + ulimit -s unlimited + + combine -M GoodnessOfFit -d ${wsm_snapshot}.root --algo saturated -m 125 --rMax $rmax \ + -n "Toys${toys_name}" -v 9 -s "$seed" -t "$numtoys" --toysFile "${toys_file}" 2>&1 | tee "$outsdir/GoF_toys${toys_name}.txt" + + cd - || exit + done +fi diff --git a/src/HHbbVV/combine/run_unblinded.sh b/src/HHbbVV/combine/run_unblinded.sh new file mode 100755 index 00000000..3a3f475f --- /dev/null +++ b/src/HHbbVV/combine/run_unblinded.sh @@ -0,0 +1,349 @@ +#!/bin/bash +# shellcheck disable=SC2086,SC2034,SC2154 + + +#################################################################################################### +# Script for fits +# +# 1) Combines cards and makes a workspace (--workspace / -w) +# 2) Background-only fit (--bfit / -b) +# 3) Expected asymptotic limits (--limits / -l) +# 4) Expected significance (--significance / -s) +# 5) Fit diagnostics (--dfit / -d) +# 6) GoF on data (--gofdata / -g) +# 7) GoF on toys (--goftoys / -t), +# 8) Impacts: initial fit (--impactsi / -i), per-nuisance fits (--impactsf $nuisance), collect (--impactsc $nuisances) +# 9) Bias test: run a bias test on toys (using post-fit nuisances) with expected signal strength +# given by --bias X. +# +# Specify resonant with --resonant / -r, otherwise does nonresonant +# Specify seed with --seed (default 42) and number of toys with --numtoys (default 100) +# +# For nonresonant, will try to load all the regions automatically based on which text files exist +# Can use --noggf, --novbf to exclude ggF and VBF regions respectively +# +# Usage ./run_blinded.sh [-wblsdgt] [--numtoys 100] [--seed 42] +# +# Author: Raghav Kansal +#################################################################################################### + + +#################################################################################################### +# Read options +#################################################################################################### + +workspace=0 +bfit=0 +limits=0 +toylimits=0 +significance=0 +dfit=0 +dfit_asimov=0 +resonant=0 +gofdata=0 +goftoys=0 +impactsi=0 +impactsf=0 +impactsc=0 +seed=42 +numtoys=100 +bias=-1 +rmax=200 +mintol=0.1 # --cminDefaultMinimizerTolerance +# maxcalls=1000000000 # --X-rtd MINIMIZER_MaxCalls +nonresggf=1 +nonresvbf=1 + +options=$(getopt -o "wblsdrgti" --long "workspace,bfit,limits,significance,dfit,dfitasimov,toylimits,resonant,noggf,novbf,gofdata,goftoys,impactsi,impactsf:,impactsc:,bias:,seed:,numtoys:,mintol:,rmax:" -- "$@") +eval set -- "$options" + +while true; do + case "$1" in + -w|--workspace) + workspace=1 + ;; + -b|--bfit) + bfit=1 + ;; + -l|--limits) + limits=1 + ;; + --toylimits) + toylimits=1 + ;; + -s|--significance) + significance=1 + ;; + -d|--dfit) + dfit=1 + ;; + --dfitasimov) + dfit_asimov=1 + ;; + -r|--resonant) + resonant=1 + ;; + --noggf) + nonresggf=0 + ;; + --novbf) + nonresvbf=0 + ;; + -g|--gofdata) + gofdata=1 + ;; + -t|--goftoys) + goftoys=1 + ;; + -i|--impactsi) + impactsi=1 + ;; + --impactsf) + shift + impactsf=$1 + ;; + --impactsc) + shift + impactsc=$1 + ;; + --seed) + shift + seed=$1 + ;; + --numtoys) + shift + numtoys=$1 + ;; + --mintol) + shift + mintol=$1 + ;; + --rmax) + shift + rmax=$1 + ;; + --bias) + shift + bias=$1 + ;; + --) + shift + break;; + \?) + echo "Invalid option: -$OPTARG" >&2 + exit 1 + ;; + :) + echo "Option -$OPTARG requires an argument." >&2 + exit 1 + ;; + esac + shift +done + +echo "Arguments: resonant=$resonant workspace=$workspace bfit=$bfit limits=$limits \ +significance=$significance dfit=$dfit gofdata=$gofdata goftoys=$goftoys \ +seed=$seed numtoys=$numtoys" + + +#################################################################################################### +# Set up fit arguments +# +# We use channel masking to "mask" the blinded and "unblinded" regions in the same workspace. +# (mask = 1 means the channel is masked off) +#################################################################################################### + +dataset=data_obs +cards_dir="./" +ws=${cards_dir}/combined +wsm=${ws}_withmasks +# wsm_snapshot=higgsCombineSnapshot.MultiDimFit.mH125 + +outsdir=${cards_dir}/outs +mkdir -p $outsdir + +if [ $resonant = 0 ]; then + # nonresonant args + + if [ -f "mXbin0pass.txt" ]; then + echo -e "\nWARNING: This is doing nonresonant fits - did you mean to pass -r|--resonant?\n" + fi + + if [ -f "pass.txt" ]; then + echo "Single pass region" + ccargs="fail=${cards_dir}/fail.txt pass=${cards_dir}/pass.txt" + else + ccargs="fail=${cards_dir}/fail.txt" + + if [ -f "passggf.txt" ] && [ $nonresggf = 1 ]; then + echo "passggf region" + ccargs+=" passggf=${cards_dir}/passggf.txt" + fi + + if [ -f "passvbf.txt" ] && [ $nonresvbf = 1 ]; then + echo "passvbf region" + ccargs+=" passvbf=${cards_dir}/passvbf.txt" + fi + fi +else + echo "Resonant unblinding not implemented yet!!" + + # resonant args + ccargs="" + + for bin in {0..9} + do + for channel in fail failBlinded pass passBlinded; + do + ccargs+="mXbin${bin}${channel}=${cards_dir}/mXbin${bin}${channel}.txt " + done + done +fi + +#################################################################################################### +# Combine cards, text2workspace, fit, limits, significances, fitdiagnositcs, GoFs +#################################################################################################### + +# need to run this for large # of nuisances +# https://cms-talk.web.cern.ch/t/segmentation-fault-in-combine/20735 +ulimit -s unlimited + +if [ $workspace = 1 ]; then + echo "Combining cards $ccargs" + combineCards.py $ccargs > $ws.txt + + echo "Running text2workspace" + text2workspace.py $ws.txt -o $wsm.root 2>&1 | tee $outsdir/text2workspace.txt +else + if [ ! -f "$wsm.root" ]; then + echo "Workspace doesn't exist! Use the -w|--workspace option to make workspace first" + exit 1 + fi +fi + +if [ $bfit = 1 ]; then + echo "Multidim fit" + combine -D $dataset -M MultiDimFit --saveWorkspace -m 125 -d ${wsm}.root -v 9 --rMax $rmax \ + --cminDefaultMinimizerStrategy 1 --cminDefaultMinimizerTolerance "$mintol" --X-rtd MINIMIZER_MaxCalls=400000 \ + -n Snapshot 2>&1 | tee $outsdir/MultiDimFit.txt +fi + + +if [ $limits = 1 ]; then + echo "Limits" + combine -M AsymptoticLimits -m 125 -n "" -d $wsm.root -v 9 --rMax $rmax \ + --saveWorkspace --saveToys -s "$seed" --toysFrequentist 2>&1 | tee $outsdir/AsymptoticLimits.txt +fi + + +if [ $significance = 1 ]; then + echo "Significance" + combine -M Significance -m 125 -n "" -d $wsm.root -v 9 --rMax $rmax \ + --saveWorkspace --saveToys -s "$seed" --toysFrequentist 2>&1 | tee $outsdir/Significance.txt +fi + + +if [ $dfit = 1 ]; then + echo "Fit Diagnostics" + combine -M FitDiagnostics -m 125 -d ${wsm}.root --rMax $rmax \ + --cminDefaultMinimizerStrategy 1 --cminDefaultMinimizerTolerance "$mintol" --X-rtd MINIMIZER_MaxCalls=400000 \ + -n Unblinded --ignoreCovWarning -v 9 2>&1 | tee $outsdir/FitDiagnostics.txt + + echo "Fit Shapes" + PostFitShapesFromWorkspace --dataset "$dataset" -w ${wsm}.root --output FitShapes.root \ + -m 125 -f fitDiagnosticsUnblinded.root:fit_s --postfit --print 2>&1 | tee $outsdir/FitShapes.txt +fi + + +if [ $dfit_asimov = 1 ]; then + echo "Fit Diagnostics on Asimov dataset (MC Unblinded)" + combine -M FitDiagnostics -m 125 -d $wsm.root --snapshotName MultiDimFit \ + -t -1 --expectSignal=1 --toysFrequentist --bypassFrequentistFit --saveWorkspace --saveToys \ + "${unblindedparams}" --floatParameters "${freezeparamsblinded},r" \ + --cminDefaultMinimizerStrategy 1 --cminDefaultMinimizerTolerance "$mintol" --X-rtd MINIMIZER_MaxCalls=400000 \ + -n Asimov --ignoreCovWarning -v 9 2>&1 | tee $outsdir/FitDiagnosticsAsimov.txt + + combineTool.py -M ModifyDataSet ${wsm}.root:w ${wsm}_asimov.root:w:toy_asimov -d higgsCombineAsimov.FitDiagnostics.mH125.123456.root:toys/toy_asimov + + echo "Fit Shapes" + PostFitShapesFromWorkspace --dataset toy_asimov -w ${wsm}_asimov.root --output FitShapesAsimov.root \ + -m 125 -f fitDiagnosticsAsimov.root:fit_b --postfit --print 2>&1 | tee $outsdir/FitShapesAsimov.txt +fi + + +if [ $gofdata = 1 ]; then + echo "GoF on data" + combine -M GoodnessOfFit -d $wsm.root --algo saturated -m 125 --rMax $rmax \ + -n Data -v 9 2>&1 | tee $outsdir/GoF_data.txt +fi + + +if [ $goftoys = 1 ]; then + echo "GoF on toys" + combine -M GoodnessOfFit -d $wsm.root --algo saturated -m 125 --rMax $rmax \ + --snapshotName MultiDimFit --bypassFrequentistFit \ + -n Toys -v 9 -s "$seed" -t "$numtoys" --toysFrequentist 2>&1 | tee $outsdir/GoF_toys.txt +fi + + +if [ $impactsi = 1 ]; then + echo "Initial fit for impacts" + # from https://github.com/cms-analysis/CombineHarvester/blob/f0e0c53298521921abf59c175b5c5616026d203b/CombineTools/python/combine/Impacts.py#L113 + # combine -M MultiDimFit -m 125 -n "_initialFit_impacts" -d $wsm.root --snapshotName MultiDimFit \ + # --algo singles --redefineSignalPOIs r --floatOtherPOIs 1 --saveInactivePOI 1 -P r --setParameterRanges r=-0.5,20 \ + # --toysFrequentist --expectSignal 1 --bypassFrequentistFit -t -1 \ + # ${unblindedparams} --floatParameters ${freezeparamsblinded} \ + # --robustFit 1 --cminDefaultMinimizerStrategy=1 -v 9 2>&1 | tee $outsdir/Impacts_init.txt + + combineTool.py -M Impacts --snapshotName MultiDimFit -m 125 -n "impacts" \ + -t -1 --bypassFrequentistFit --toysFrequentist --expectSignal 1 \ + -d $wsm.root --doInitialFit --robustFit 1 \ + "${unblindedparams}" --floatParameters "${freezeparamsblinded}" \ + --cminDefaultMinimizerStrategy=1 -v 1 2>&1 | tee $outsdir/Impacts_init.txt +fi + + +if [ "$impactsf" != 0 ]; then + echo "Impact scan for $impactsf" + # Impacts module cannot access parameters which were frozen in MultiDimFit, so running impacts + # for each parameter directly using its internal command + # (also need to do this for submitting to condor anywhere other than lxplus) + combine -M MultiDimFit -n "_paramFit_impacts_$impactsf" --algo impact --redefineSignalPOIs r -P "$impactsf" \ + --floatOtherPOIs 1 --saveInactivePOI 1 --snapshotName MultiDimFit -d $wsm.root \ + -t -1 --bypassFrequentistFit --toysFrequentist --expectSignal 1 --robustFit 1 \ + "${unblindedparams}" --floatParameters "${freezeparamsblinded}" \ + --setParameterRanges r=-0.5,20 --cminDefaultMinimizerStrategy=1 -v 1 -m 125 | tee "$outsdir/Impacts_$impactsf.txt" + + # Old Impacts command: + # combineTool.py -M Impacts -t -1 --snapshotName MultiDimFit --bypassFrequentistFit --toysFrequentist --expectSignal 1 \ + # -m 125 -n "impacts" -d $wsm.root --doFits --robustFit 1 \ + # --setParameters ${maskblindedargs} --floatParameters ${freezeparamsblinded} \ + # --exclude ${excludeimpactparams} \ + # --job-mode condor --dry-run \ + # --setParameterRanges r=-0.5,20 --cminDefaultMinimizerStrategy=1 -v 9 2>&1 | tee $outsdir/Impacts_fits.txt +fi + + +if [ "$impactsc" != 0 ]; then + echo "Collecting impacts" + combineTool.py -M Impacts --snapshotName MultiDimFit \ + -m 125 -n "impacts" -d $wsm.root \ + --setParameters "${maskblindedargs}" --floatParameters "${freezeparamsblinded}" \ + -t -1 --named "$impactsc" \ + --setParameterRanges r=-0.5,20 -v 1 -o impacts.json 2>&1 | tee $outsdir/Impacts_collect.txt + + plotImpacts.py -i impacts.json -o impacts +fi + + +if [ "$bias" != -1 ]; then + echo "Bias test with bias $bias" + # setting verbose > 0 here can lead to crazy large output files (~10-100GB!) because of getting + # stuck in negative yield areas + combine -M FitDiagnostics --trackParameters r --trackErrors r --justFit \ + -m 125 -n "bias${bias}" -d $wsm.root --rMin "-15" --rMax 15 \ + --snapshotName MultiDimFit --bypassFrequentistFit --toysFrequentist --expectSignal "$bias" \ + ${unblindedparams},r=$bias --floatParameters ${freezeparamsblinded} \ + --robustFit=1 -t "$numtoys" -s "$seed" \ + --X-rtd MINIMIZER_MaxCalls=1000000 --cminDefaultMinimizerTolerance "$mintol" 2>&1 | tee "$outsdir/bias${bias}seed${seed}.txt" +fi diff --git a/src/HHbbVV/combine/submit/submit_ftest.py b/src/HHbbVV/combine/submit/submit_ftest.py index f59f52f5..80e2c974 100755 --- a/src/HHbbVV/combine/submit/submit_ftest.py +++ b/src/HHbbVV/combine/submit/submit_ftest.py @@ -17,6 +17,16 @@ from HHbbVV.run_utils import add_bool_arg +def getBestFitR(cards_dir: str): + """Get best fit r value from the snapshot to set r for toy generation""" + import ROOT + + f = ROOT.TFile.Open(f"{cards_dir}/higgsCombineSnapshot.MultiDimFit.mH125.root", "READ") + w = f.Get("w") + w.loadSnapshot("MultiDimFit") + return w.var("r").getValV() + + def main(args): t2_local_prefix, t2_prefix, proxy, username, submitdir = setup(args) local_dir = Path(f"condor/f_tests/{args.tag}_{args.low1}{args.low2 if args.resonant else ''}") @@ -25,7 +35,7 @@ def main(args): logdir = local_dir / "logs" logdir.mkdir(parents=True, exist_ok=True) - # and eos directories + # and eos directories + best fit rs if needed if args.resonant: for i, j in [(0, 0), (0, 1), (1, 0)]: os.system( @@ -39,11 +49,21 @@ def main(args): f"nTF_{args.low1 + i}/outs/" ) + if not args.blinded: + cards_dir = ( + f"nTF_{args.low1}" if not args.resonant else f"nTF1_{args.low1}_nTF2_{args.low2}" + ) + bestfitr = getBestFitR(cards_dir) + print("Best Fit r:", bestfitr) + else: + bestfitr = None + jdl_templ = f"{submitdir}/submit_ftest.templ.jdl" + blind_str = "_unblinded" if not args.blinded else "" sh_templ = ( - f"{submitdir}/submit_ftest_res.templ.sh" + f"{submitdir}/submit_ftest_res{blind_str}.templ.sh" if args.resonant - else f"{submitdir}/submit_ftest_nonres.templ.sh" + else f"{submitdir}/submit_ftest_nonres{blind_str}.templ.sh" ) # submit jobs @@ -71,9 +91,15 @@ def main(args): "in_tag": args.cards_tag, "in_seed": args.seed + j * args.toys_per_job, "in_num_toys": args.toys_per_job, + "in_rmax": args.rmax, + "bestfitr": bestfitr, } if not args.resonant: sh_args.pop("in_low2") + if args.blinded: + sh_args.pop("in_rmax") + sh_args.pop("bestfitr") + run_utils.write_template(sh_templ, localsh, sh_args, safe=True) os.system(f"chmod u+x {localsh}") @@ -102,8 +128,10 @@ def main(args): parser.add_argument("--toys-per-job", default=100, help="# toys per condor job", type=int) parser.add_argument("--num-jobs", default=10, help="# condor jobs", type=int) parser.add_argument("--seed", default=444, help="# condor jobs", type=int) + parser.add_argument("--rmax", default=200, help="signal rmax for unblinded fits", type=float) add_bool_arg(parser, "submit", default=False, help="submit files as well as create them") add_bool_arg(parser, "resonant", default=True, help="nonresonant or resonant") + add_bool_arg(parser, "blinded", default=True, help="blinded or not") args = parser.parse_args() diff --git a/src/HHbbVV/combine/submit/submit_ftest_nonres_unblinded.templ.sh b/src/HHbbVV/combine/submit/submit_ftest_nonres_unblinded.templ.sh new file mode 100644 index 00000000..373e7d22 --- /dev/null +++ b/src/HHbbVV/combine/submit/submit_ftest_nonres_unblinded.templ.sh @@ -0,0 +1,115 @@ +#!/bin/bash +# shellcheck disable=SC2154,SC2086,SC2004,SC1091,SC2046,SC1036,SC1088,SC1098 + +#################################################################################################### +# Script for generating toys and doing GoFs for F-tests +# Needs workspaces for all orders + b-only fit snapshot of lowest order model transferred as inputs. +# +# 1) Generates toys using b-only fit +# 2) GoF on toys for lowest and lowest + 1 orders +# 3) Transfers toys and GoF test files to EOS directory +# +# Author: Raghav Kansal +#################################################################################################### + +echo "Starting job on $$(date)" # Date/time of start of job +echo "Running on: $$(uname -a)" # Condor job is running on this node +echo "System software: $$(cat /etc/redhat-release)" # Operating System on that node + +#################################################################################################### +# Get my tarred CMSSW with combine already compiled +#################################################################################################### + +source /cvmfs/cms.cern.ch/cmsset_default.sh +xrdcp -s root://cmseos.fnal.gov//store/user/rkansal/CMSSW_11_3_4.tgz . + +echo "extracting tar" +tar -xf CMSSW_11_3_4.tgz +rm CMSSW_11_3_4.tgz +cd CMSSW_11_3_4/src/ || exit +scramv1 b ProjectRename # this handles linking the already compiled code - do NOT recompile +eval $$(scramv1 runtime -sh) # cmsenv is an alias not on the workers +echo "$$CMSSW_BASE is the CMSSW we have on the local worker node" +cd ../.. + +# inputs + +tag=${in_tag} +low1=${in_low1} +seed=${in_seed} +num_toys=${in_num_toys} +rmax=${in_rmax} + +cards_dir=$$(basename "$tag") + +#################################################################################################### +# Fit args +#################################################################################################### + +wsm_snapshot=higgsCombineSnapshot.MultiDimFit.mH125 + +outsdir="outs" + +CMS_PARAMS_LABEL="CMS_bbWW_hadronic" + +# nonresonant args +ccargs="fail=${cards_dir}/fail.txt" + +if [ -f "passggf.txt" ] && [ $nonresggf = 1 ]; then + echo "passggf region" + ccargs+=" passggf=${cards_dir}/passggf.txt" +fi + +if [ -f "passvbf.txt" ] && [ $nonresvbf = 1 ]; then + echo "passvbf region" + ccargs+=" passvbf=${cards_dir}/passvbf.txt" +fi + +#################################################################################################### +# Generate toys for lowest order polynomial +#################################################################################################### + +model_name="nTF_${low1}" +toys_name="${low1}" +cd ${cards_dir}/${model_name}/ || exit +mkdir -p $outsdir + +ulimit -s unlimited + +echo "Toys for $low1 order fit" +combine -M GenerateOnly -m 125 -d ${wsm_snapshot}.root \ +--snapshotName MultiDimFit --bypassFrequentistFit --toysFrequentist --setParameters r=$bestfitr \ +-n "Toys${toys_name}" -t $num_toys --saveToys -s $seed -v 9 2>&1 | tee $outsdir/gentoys$seed.txt + +toys_file="$(pwd)/higgsCombineToys${toys_name}.GenerateOnly.mH125.$seed.root" +xrdcp $toys_file root://cmseos.fnal.gov//store/user/rkansal/bbVV/cards/f_tests/$tag/$model_name/ +xrdcp $outsdir/gentoys$seed.txt root://cmseos.fnal.gov//store/user/rkansal/bbVV/cards/f_tests/$tag/$model_name/$outsdir/ + +cd - || exit + +#################################################################################################### +# Run GoF for each order on generated toys +#################################################################################################### + +for (( ord1=$low1; ord1<=$((low1 + 1)); ord1++ )) +do + model_name="nTF_${ord1}" + echo "GoF for $model_name" + + cd "${cards_dir}/${model_name}/" || exit + mkdir -p $outsdir + + ulimit -s unlimited + + combine -M GoodnessOfFit -d ${wsm_snapshot}.root --algo saturated -m 125 \ + -n "Toys${toys_name}Seed$seed" -v 9 -s $seed -t $num_toys --floatParameters r --rMax $rmax \ + --toysFile ${toys_file} 2>&1 | tee $outsdir/GoF_toys${toys_name}$seed.txt + + xrdcp "higgsCombineToys${toys_name}Seed$seed.GoodnessOfFit.mH125.$seed.root" "root://cmseos.fnal.gov//store/user/rkansal/bbVV/cards/f_tests/$tag/$model_name/" + xrdcp "$outsdir/GoF_toys${toys_name}$seed.txt" "root://cmseos.fnal.gov//store/user/rkansal/bbVV/cards/f_tests/$tag/$model_name/$outsdir/" + + rm "higgsCombineToys${toys_name}Seed$seed.GoodnessOfFit.mH125.$seed.root" + rm "$outsdir/GoF_toys${toys_name}$seed.txt" + + cd - || exit +done diff --git a/src/HHbbVV/postprocessing/CreateDatacard.py b/src/HHbbVV/postprocessing/CreateDatacard.py index 828ac8bd..37189f92 100644 --- a/src/HHbbVV/postprocessing/CreateDatacard.py +++ b/src/HHbbVV/postprocessing/CreateDatacard.py @@ -81,6 +81,16 @@ ) parser.add_argument("--cards-dir", default="cards", type=str, help="output card directory") +parser.add_argument( + "--mcutoff", default=0, type=float, help="optionally, cut off last few bins in the templates" +) +parser.add_argument( + "--merge-bins", + default=0, + type=int, + help="optionally, double the bin width. option 1: 50-250, option 2: 60-240", +) + parser.add_argument("--mcstats-threshold", default=100, type=float, help="mcstats threshold n_eff") parser.add_argument( "--epsilon", @@ -379,6 +389,8 @@ def get_templates( sig_separate: bool, scale: float = None, combine_lasttwo: bool = False, + mcutoff: float = 0, + merge_bins: int = 0, ): """Loads templates, combines bg and sig templates if separate, sums across all years""" templates_dict: dict[str, dict[str, Hist]] = {} @@ -424,6 +436,14 @@ def get_templates( if combine_lasttwo: helpers.combine_last_two_bins(templates_dict, years) + if mcutoff > 0: + print(f"Cutting templates off at {mcutoff} GeV") + helpers.cut_off_bins(templates_dict, years, mcutoff) + + if merge_bins > 0: + print(f"Merging bins with option {merge_bins}") + helpers.merge_bins(templates_dict, years, merge_bins) + templates_summed: dict[str, Hist] = sum_templates(templates_dict, years) # sum across years return templates_dict, templates_summed @@ -1018,7 +1038,7 @@ def createDatacardAlphabet(args, templates_dict, templates_summed, shape_vars): res_alphabet_fit(*fit_args) else: fill_regions(*fill_args) - nonres_alphabet_fit(args.blinded, *fit_args) + nonres_alphabet_fit(*fit_args, args.blinded) ############################################## # Save model @@ -1273,7 +1293,13 @@ def main(args): # templates per region per year, templates per region summed across years templates_dict, templates_summed = get_templates( - args.templates_dir, years, args.sig_separate, args.scale_templates, args.combine_lasttwo + args.templates_dir, + years, + args.sig_separate, + args.scale_templates, + args.combine_lasttwo, + args.mcutoff, + args.merge_bins, ) # TODO: check if / how to include signal trig eff uncs. (rn only using bg uncs.) diff --git a/src/HHbbVV/postprocessing/PlotFits.ipynb b/src/HHbbVV/postprocessing/PlotFits.ipynb index d77a0c5a..5988890c 100644 --- a/src/HHbbVV/postprocessing/PlotFits.ipynb +++ b/src/HHbbVV/postprocessing/PlotFits.ipynb @@ -41,13 +41,15 @@ "outputs": [], "source": [ "MAIN_DIR = Path(\"../../../\")\n", - "nTF = 1\n", + "nTF = 5\n", "\n", "vbf_only = False\n", - "ggf_only = False\n", + "ggf_only = True\n", "k2v0sig = True\n", + "unblinded = True\n", "\n", - "plot_dir = MAIN_DIR / \"plots/PostFit/24Apr10NonresCombined\"\n", + "# plot_dir = MAIN_DIR / \"plots/PostFit/24Apr10NonresCombined\"\n", + "plot_dir = MAIN_DIR / f\"plots/PostFit/24Apr24NonresUnblinded/ggF/nTF{nTF}\"\n", "# plot_dir = (\n", "# MAIN_DIR\n", "# / \"plots/PostFit/24Apr9ggFScan/nTF1/ggf_txbb_MP_ggf_bdt_0.9965_vbf_txbb_HP_vbf_bdt_0.999_lepton_veto_Hbb\"\n", @@ -61,8 +63,8 @@ "metadata": {}, "outputs": [], "source": [ - "cards_dir = \"24Apr10NonresCombined/\"\n", - "# cards_dir = \"24Apr9ggFScan_nTF0/ggf_txbb_HP_ggf_bdt_0.996_vbf_txbb_HP_vbf_bdt_0.999_lepton_veto_Hbb\"\n", + "# cards_dir = \"24Apr10NonresCombined/\"\n", + "cards_dir = f\"f_tests/24Apr24NonresUnblinded/ggf/nTF_{nTF}\"\n", "asimov = False\n", "\n", "asimov_label = \"Asimov\" if asimov else \"\"\n", @@ -79,7 +81,7 @@ "outputs": [], "source": [ "# templates_dir = Path(f\"templates/{cards_dir}\")\n", - "templates_dir = Path(f\"templates/24Apr10NonresCombined\")\n", + "templates_dir = Path(f\"templates/24Apr24NonresUnblinding\")\n", "# templates_dir = Path(\n", "# f\"templates/24Apr9ggFScan/ggf_txbb_HP_ggf_bdt_0.996_vbf_txbb_HP_vbf_bdt_0.999_lepton_veto_Hbb\"\n", "# )\n", @@ -132,6 +134,9 @@ " \"postfit\": \"B-only Post-Fit\",\n", "}\n", "\n", + "if unblinded:\n", + " shapes[\"postfit\"] = \"Post-Fit\"\n", + "\n", "shape_vars = nonres_shape_vars\n", "\n", "selection_regions = {\n", diff --git a/src/HHbbVV/postprocessing/PostProcessVBFtesting.ipynb b/src/HHbbVV/postprocessing/PostProcessVBFtesting.ipynb index 69c0b1c2..d10e274d 100644 --- a/src/HHbbVV/postprocessing/PostProcessVBFtesting.ipynb +++ b/src/HHbbVV/postprocessing/PostProcessVBFtesting.ipynb @@ -64,13 +64,6 @@ "%autoreload 2" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, { "cell_type": "code", "execution_count": null, diff --git a/src/HHbbVV/postprocessing/datacardHelpers.py b/src/HHbbVV/postprocessing/datacardHelpers.py index f817df85..36db73e3 100644 --- a/src/HHbbVV/postprocessing/datacardHelpers.py +++ b/src/HHbbVV/postprocessing/datacardHelpers.py @@ -90,6 +90,33 @@ def combine_last_two_bins(templates_dict: dict, years: list[str]): ) +def cut_off_bins(templates_dict: dict, years: list[str], cutoff: float): + for year in years: + for region in templates_dict[year]: + templates_dict[year][region] = common_utils.rebin_hist( + templates_dict[year][region], + "bbFatJetParticleNetMass", + list(range(50, int(cutoff) + 1, 10)), + ) + + +def merge_bins(templates_dict: dict, years: list[str], option: int): + if option == 1: + bins = list(range(50, 251, 20)) + elif option == 2: + bins = list(range(60, 241, 20)) + + print(bins) + + for year in years: + for region in templates_dict[year]: + templates_dict[year][region] = common_utils.rebin_hist( + templates_dict[year][region], + "bbFatJetParticleNetMass", + bins, + ) + + def rem_neg(template_dict: dict): for _sample, template in template_dict.items(): template.values()[template.values() < 0] = 0 diff --git a/src/HHbbVV/postprocessing/utils.py b/src/HHbbVV/postprocessing/utils.py index 51f98557..f0cf88ca 100644 --- a/src/HHbbVV/postprocessing/utils.py +++ b/src/HHbbVV/postprocessing/utils.py @@ -669,3 +669,9 @@ def merge_dictionaries(dict1, dict2): merged_dict = dict1.copy() merged_dict.update(dict2) return merged_dict + + +def find_nearest(array, value): + array = np.asarray(array) + idx = (np.abs(array - value)).argmin() + return idx From 04ef8020e5c9403160952cdb198cefc195a92330 Mon Sep 17 00:00:00 2001 From: rkansal47 Date: Fri, 26 Apr 2024 16:19:34 -0500 Subject: [PATCH 6/9] fits --- src/HHbbVV/combine/binder/FTest.ipynb | 19 ++++--------------- .../combine/run_ftest_nonres_unblinded.sh | 2 +- src/HHbbVV/postprocessing/PlotFits.ipynb | 14 +++++++------- 3 files changed, 12 insertions(+), 23 deletions(-) diff --git a/src/HHbbVV/combine/binder/FTest.ipynb b/src/HHbbVV/combine/binder/FTest.ipynb index daf8f39a..67bb67e3 100644 --- a/src/HHbbVV/combine/binder/FTest.ipynb +++ b/src/HHbbVV/combine/binder/FTest.ipynb @@ -31,7 +31,7 @@ "source": [ "MAIN_DIR = Path(\"../../../../\")\n", "\n", - "plot_dir = MAIN_DIR / \"plots/FTests/24Apr64UnblindedMergeBins1ggF\"\n", + "plot_dir = MAIN_DIR / \"plots/FTests/24Apr26NonresBDT995\"\n", "plot_dir.mkdir(exist_ok=True, parents=True)" ] }, @@ -80,12 +80,8 @@ "metadata": {}, "outputs": [], "source": [ - "eos_cards_dir = (\n", - " \"/eos/uscms/store/user/rkansal/bbVV/cards/f_tests/24Apr24NonresUnblindedMergeBins1/ggf/\"\n", - ")\n", - "local_cards_dir = (\n", - " \"/uscms/home/rkansal/hhcombine/cards/f_tests/24Apr24NonresUnblindedMergeBins1/ggf/\"\n", - ")\n", + "eos_cards_dir = \"/eos/uscms/store/user/rkansal/bbVV/cards/f_tests/24Apr26NonresBDT995/ggf/\"\n", + "local_cards_dir = \"/uscms/home/rkansal/hhcombine/cards/f_tests/24Apr26NonresBDT995/ggf/\"\n", "# test_orders = [0, 1, 2, 3, 4, 5]\n", "test_orders = [0, 1, 2]\n", "test_statistics = {}\n", @@ -260,7 +256,7 @@ "metadata": {}, "outputs": [], "source": [ - "o1 = 2 # order being tested\n", + "o1 = 0 # order being tested\n", "tlabel = f\"{o1}\"\n", "\n", "data_ts, toy_ts = test_statistics[tlabel][\"data\"][tlabel], test_statistics[tlabel][\"toys\"][tlabel]\n", @@ -304,13 +300,6 @@ " plot_tests(data_ts, toy_ts, f\"f{tlabel}_{tflabel}\", title=f\"({o1}, {o2}) vs. ({ord1}, {ord2})\")" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, { "cell_type": "code", "execution_count": null, diff --git a/src/HHbbVV/combine/run_ftest_nonres_unblinded.sh b/src/HHbbVV/combine/run_ftest_nonres_unblinded.sh index 1b697f93..c7176633 100755 --- a/src/HHbbVV/combine/run_ftest_nonres_unblinded.sh +++ b/src/HHbbVV/combine/run_ftest_nonres_unblinded.sh @@ -119,7 +119,7 @@ do if [ ! -f "${cards_dir}/$region/${model_name}/pass$region.txt" ]; then echo "Making Datacard for $model_name" python3 -u postprocessing/CreateDatacard.py --templates-dir "${templates_dir}" \ - --model-name "${model_name}" --nTF "${ord}" --cards-dir "${cards_dir}/$region" --sig-sample $sample --no-blinded --nonres-regions $region --merge-bins 2 + --model-name "${model_name}" --nTF "${ord}" --cards-dir "${cards_dir}/$region" --sig-sample $sample --no-blinded --nonres-regions $region fi cd "${cards_dir}/$region/${model_name}" || exit diff --git a/src/HHbbVV/postprocessing/PlotFits.ipynb b/src/HHbbVV/postprocessing/PlotFits.ipynb index 5988890c..23d3446a 100644 --- a/src/HHbbVV/postprocessing/PlotFits.ipynb +++ b/src/HHbbVV/postprocessing/PlotFits.ipynb @@ -41,15 +41,15 @@ "outputs": [], "source": [ "MAIN_DIR = Path(\"../../../\")\n", - "nTF = 5\n", + "nTF = 0\n", "\n", "vbf_only = False\n", "ggf_only = True\n", - "k2v0sig = True\n", + "k2v0sig = False\n", "unblinded = True\n", "\n", "# plot_dir = MAIN_DIR / \"plots/PostFit/24Apr10NonresCombined\"\n", - "plot_dir = MAIN_DIR / f\"plots/PostFit/24Apr24NonresUnblinded/ggF/nTF{nTF}\"\n", + "plot_dir = MAIN_DIR / f\"plots/PostFit/24Apr26NonresBDT995/ggF/nTF{nTF}\"\n", "# plot_dir = (\n", "# MAIN_DIR\n", "# / \"plots/PostFit/24Apr9ggFScan/nTF1/ggf_txbb_MP_ggf_bdt_0.9965_vbf_txbb_HP_vbf_bdt_0.999_lepton_veto_Hbb\"\n", @@ -64,7 +64,7 @@ "outputs": [], "source": [ "# cards_dir = \"24Apr10NonresCombined/\"\n", - "cards_dir = f\"f_tests/24Apr24NonresUnblinded/ggf/nTF_{nTF}\"\n", + "cards_dir = f\"f_tests/24Apr26NonresBDT995/ggf/nTF_{nTF}\"\n", "asimov = False\n", "\n", "asimov_label = \"Asimov\" if asimov else \"\"\n", @@ -81,7 +81,7 @@ "outputs": [], "source": [ "# templates_dir = Path(f\"templates/{cards_dir}\")\n", - "templates_dir = Path(f\"templates/24Apr24NonresUnblinding\")\n", + "templates_dir = Path(f\"templates/24Apr26NonresBDT995\")\n", "# templates_dir = Path(\n", "# f\"templates/24Apr9ggFScan/ggf_txbb_HP_ggf_bdt_0.996_vbf_txbb_HP_vbf_bdt_0.999_lepton_veto_Hbb\"\n", "# )\n", @@ -118,7 +118,7 @@ "hist_label_map = {val: key for key, val in hist_label_map_inverse.items()}\n", "\n", "sig_keys = [\"HHbbVV\", \"VBFHHbbVV\", \"qqHH_CV_1_C2V_0_kl_1_HHbbVV\", \"qqHH_CV_1_C2V_2_kl_1_HHbbVV\"]\n", - "# sig_keys = [\"qqHH_CV_1_C2V_0_kl_1_HHbbVV\"] if k2v0sig else [\"HHbbVV\"]\n", + "sig_keys = [\"qqHH_CV_1_C2V_0_kl_1_HHbbVV\"] if k2v0sig else [\"HHbbVV\"]\n", "samples = bg_keys + sig_keys + [data_key]" ] }, @@ -204,7 +204,7 @@ "metadata": {}, "outputs": [], "source": [ - "ylims = {\"passggf\": 20, \"passvbf\": 7, \"fail\": 6e5}\n", + "ylims = {\"passggf\": 40, \"passvbf\": 7, \"fail\": 6e5}\n", "title_label = \" Asimov Dataset\" if asimov else \"\"\n", "sig_scale_dict = {\n", " \"HHbbVV\": 100,\n", From f2a9cab83a51a5f3f77866494c2c68054b76ee32 Mon Sep 17 00:00:00 2001 From: rkansal47 Date: Sun, 28 Apr 2024 11:17:35 -0500 Subject: [PATCH 7/9] bdt 0.995 all sigs --- .../postprocessing/InferenceAnalysis.ipynb | 2 +- .../2016APV_templates.pkl | Bin 0 -> 543936 bytes .../2016_templates.pkl | Bin 0 -> 543936 bytes .../2017_templates.pkl | Bin 0 -> 543936 bytes .../2018_templates.pkl | Bin 0 -> 543936 bytes .../cutflows/2016/fail_cutflow.csv | 25 ++ .../cutflows/2016/fail_cutflow_JER_down.csv | 25 ++ .../cutflows/2016/fail_cutflow_JER_up.csv | 25 ++ .../cutflows/2016/fail_cutflow_JES_down.csv | 25 ++ .../cutflows/2016/fail_cutflow_JES_up.csv | 25 ++ .../cutflows/2016/fail_cutflow_JMR_down.csv | 25 ++ .../cutflows/2016/fail_cutflow_JMR_up.csv | 25 ++ .../cutflows/2016/fail_cutflow_JMS_down.csv | 25 ++ .../cutflows/2016/fail_cutflow_JMS_up.csv | 25 ++ .../cutflows/2016/passggf_cutflow.csv | 25 ++ .../2016/passggf_cutflow_JER_down.csv | 25 ++ .../cutflows/2016/passggf_cutflow_JER_up.csv | 25 ++ .../2016/passggf_cutflow_JES_down.csv | 25 ++ .../cutflows/2016/passggf_cutflow_JES_up.csv | 25 ++ .../2016/passggf_cutflow_JMR_down.csv | 25 ++ .../cutflows/2016/passggf_cutflow_JMR_up.csv | 25 ++ .../2016/passggf_cutflow_JMS_down.csv | 25 ++ .../cutflows/2016/passggf_cutflow_JMS_up.csv | 25 ++ .../cutflows/2016/passvbf_cutflow.csv | 25 ++ .../2016/passvbf_cutflow_JER_down.csv | 25 ++ .../cutflows/2016/passvbf_cutflow_JER_up.csv | 25 ++ .../2016/passvbf_cutflow_JES_down.csv | 25 ++ .../cutflows/2016/passvbf_cutflow_JES_up.csv | 25 ++ .../2016/passvbf_cutflow_JMR_down.csv | 25 ++ .../cutflows/2016/passvbf_cutflow_JMR_up.csv | 25 ++ .../2016/passvbf_cutflow_JMS_down.csv | 25 ++ .../cutflows/2016/passvbf_cutflow_JMS_up.csv | 25 ++ .../cutflows/2016APV/fail_cutflow.csv | 25 ++ .../2016APV/fail_cutflow_JER_down.csv | 25 ++ .../cutflows/2016APV/fail_cutflow_JER_up.csv | 25 ++ .../2016APV/fail_cutflow_JES_down.csv | 25 ++ .../cutflows/2016APV/fail_cutflow_JES_up.csv | 25 ++ .../2016APV/fail_cutflow_JMR_down.csv | 25 ++ .../cutflows/2016APV/fail_cutflow_JMR_up.csv | 25 ++ .../2016APV/fail_cutflow_JMS_down.csv | 25 ++ .../cutflows/2016APV/fail_cutflow_JMS_up.csv | 25 ++ .../cutflows/2016APV/passggf_cutflow.csv | 25 ++ .../2016APV/passggf_cutflow_JER_down.csv | 25 ++ .../2016APV/passggf_cutflow_JER_up.csv | 25 ++ .../2016APV/passggf_cutflow_JES_down.csv | 25 ++ .../2016APV/passggf_cutflow_JES_up.csv | 25 ++ .../2016APV/passggf_cutflow_JMR_down.csv | 25 ++ .../2016APV/passggf_cutflow_JMR_up.csv | 25 ++ .../2016APV/passggf_cutflow_JMS_down.csv | 25 ++ .../2016APV/passggf_cutflow_JMS_up.csv | 25 ++ .../cutflows/2016APV/passvbf_cutflow.csv | 25 ++ .../2016APV/passvbf_cutflow_JER_down.csv | 25 ++ .../2016APV/passvbf_cutflow_JER_up.csv | 25 ++ .../2016APV/passvbf_cutflow_JES_down.csv | 25 ++ .../2016APV/passvbf_cutflow_JES_up.csv | 25 ++ .../2016APV/passvbf_cutflow_JMR_down.csv | 25 ++ .../2016APV/passvbf_cutflow_JMR_up.csv | 25 ++ .../2016APV/passvbf_cutflow_JMS_down.csv | 25 ++ .../2016APV/passvbf_cutflow_JMS_up.csv | 25 ++ .../cutflows/2017/fail_cutflow.csv | 25 ++ .../cutflows/2017/fail_cutflow_JER_down.csv | 25 ++ .../cutflows/2017/fail_cutflow_JER_up.csv | 25 ++ .../cutflows/2017/fail_cutflow_JES_down.csv | 25 ++ .../cutflows/2017/fail_cutflow_JES_up.csv | 25 ++ .../cutflows/2017/fail_cutflow_JMR_down.csv | 25 ++ .../cutflows/2017/fail_cutflow_JMR_up.csv | 25 ++ .../cutflows/2017/fail_cutflow_JMS_down.csv | 25 ++ .../cutflows/2017/fail_cutflow_JMS_up.csv | 25 ++ .../cutflows/2017/passggf_cutflow.csv | 25 ++ .../2017/passggf_cutflow_JER_down.csv | 25 ++ .../cutflows/2017/passggf_cutflow_JER_up.csv | 25 ++ .../2017/passggf_cutflow_JES_down.csv | 25 ++ .../cutflows/2017/passggf_cutflow_JES_up.csv | 25 ++ .../2017/passggf_cutflow_JMR_down.csv | 25 ++ .../cutflows/2017/passggf_cutflow_JMR_up.csv | 25 ++ .../2017/passggf_cutflow_JMS_down.csv | 25 ++ .../cutflows/2017/passggf_cutflow_JMS_up.csv | 25 ++ .../cutflows/2017/passvbf_cutflow.csv | 25 ++ .../2017/passvbf_cutflow_JER_down.csv | 25 ++ .../cutflows/2017/passvbf_cutflow_JER_up.csv | 25 ++ .../2017/passvbf_cutflow_JES_down.csv | 25 ++ .../cutflows/2017/passvbf_cutflow_JES_up.csv | 25 ++ .../2017/passvbf_cutflow_JMR_down.csv | 25 ++ .../cutflows/2017/passvbf_cutflow_JMR_up.csv | 25 ++ .../2017/passvbf_cutflow_JMS_down.csv | 25 ++ .../cutflows/2017/passvbf_cutflow_JMS_up.csv | 25 ++ .../cutflows/2018/fail_cutflow.csv | 25 ++ .../cutflows/2018/fail_cutflow_JER_down.csv | 25 ++ .../cutflows/2018/fail_cutflow_JER_up.csv | 25 ++ .../cutflows/2018/fail_cutflow_JES_down.csv | 25 ++ .../cutflows/2018/fail_cutflow_JES_up.csv | 25 ++ .../cutflows/2018/fail_cutflow_JMR_down.csv | 25 ++ .../cutflows/2018/fail_cutflow_JMR_up.csv | 25 ++ .../cutflows/2018/fail_cutflow_JMS_down.csv | 25 ++ .../cutflows/2018/fail_cutflow_JMS_up.csv | 25 ++ .../cutflows/2018/passggf_cutflow.csv | 25 ++ .../2018/passggf_cutflow_JER_down.csv | 25 ++ .../cutflows/2018/passggf_cutflow_JER_up.csv | 25 ++ .../2018/passggf_cutflow_JES_down.csv | 25 ++ .../cutflows/2018/passggf_cutflow_JES_up.csv | 25 ++ .../2018/passggf_cutflow_JMR_down.csv | 25 ++ .../cutflows/2018/passggf_cutflow_JMR_up.csv | 25 ++ .../2018/passggf_cutflow_JMS_down.csv | 25 ++ .../cutflows/2018/passggf_cutflow_JMS_up.csv | 25 ++ .../cutflows/2018/passvbf_cutflow.csv | 25 ++ .../2018/passvbf_cutflow_JER_down.csv | 25 ++ .../cutflows/2018/passvbf_cutflow_JER_up.csv | 25 ++ .../2018/passvbf_cutflow_JES_down.csv | 25 ++ .../cutflows/2018/passvbf_cutflow_JES_up.csv | 25 ++ .../2018/passvbf_cutflow_JMR_down.csv | 25 ++ .../cutflows/2018/passvbf_cutflow_JMR_up.csv | 25 ++ .../2018/passvbf_cutflow_JMS_down.csv | 25 ++ .../cutflows/2018/passvbf_cutflow_JMS_up.csv | 25 ++ .../lpsfs_passggf.csv | 11 + .../lpsfs_passvbf.csv | 11 + .../systematics.json | 262 ++++++++++++++++++ 116 files changed, 2985 insertions(+), 1 deletion(-) create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/2016APV_templates.pkl create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/2016_templates.pkl create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/2017_templates.pkl create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/2018_templates.pkl create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/fail_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/fail_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/fail_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/fail_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/fail_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/fail_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/fail_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/fail_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/fail_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/passggf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/passggf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/passggf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/passggf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/passggf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/passggf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/passggf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/passggf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/passggf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/passvbf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/passvbf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/passvbf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/passvbf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/passvbf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/passvbf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/passvbf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/passvbf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016/passvbf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/fail_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/fail_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/fail_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/fail_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/fail_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/fail_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/fail_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/fail_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/fail_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/passggf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/passggf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/passggf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/passggf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/passggf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/passggf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/passggf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/passggf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/passggf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/passvbf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/passvbf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/passvbf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/passvbf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/passvbf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/passvbf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/passvbf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/passvbf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2016APV/passvbf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/fail_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/fail_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/fail_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/fail_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/fail_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/fail_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/fail_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/fail_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/fail_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/passggf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/passggf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/passggf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/passggf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/passggf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/passggf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/passggf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/passggf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/passggf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/passvbf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/passvbf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/passvbf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/passvbf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/passvbf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/passvbf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/passvbf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/passvbf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2017/passvbf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/fail_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/fail_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/fail_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/fail_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/fail_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/fail_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/fail_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/fail_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/fail_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/passggf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/passggf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/passggf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/passggf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/passggf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/passggf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/passggf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/passggf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/passggf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/passvbf_cutflow.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/passvbf_cutflow_JER_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/passvbf_cutflow_JER_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/passvbf_cutflow_JES_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/passvbf_cutflow_JES_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/passvbf_cutflow_JMR_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/passvbf_cutflow_JMR_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/passvbf_cutflow_JMS_down.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/cutflows/2018/passvbf_cutflow_JMS_up.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/lpsfs_passggf.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/lpsfs_passvbf.csv create mode 100644 src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/systematics.json diff --git a/src/HHbbVV/postprocessing/InferenceAnalysis.ipynb b/src/HHbbVV/postprocessing/InferenceAnalysis.ipynb index 44c16a78..e4065aca 100644 --- a/src/HHbbVV/postprocessing/InferenceAnalysis.ipynb +++ b/src/HHbbVV/postprocessing/InferenceAnalysis.ipynb @@ -705,7 +705,7 @@ "source": [ "plotting.multiROCCurve(\n", " {\"test\": roc},\n", - " thresholds=[[0.9, 0.98, 0.995, 0.9965, 0.998], [0.99, 0.997, 0.998, 0.999, 0.9997]],\n", + " thresholds=[[0.98, 0.99, 0.994, 0.995, 0.9965], [0.99, 0.997, 0.998, 0.999, 0.9997]],\n", " plot_dir=plot_dir,\n", " name=\"roc_thresholds\",\n", " show=True,\n", diff --git a/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/2016APV_templates.pkl b/src/HHbbVV/postprocessing/templates/24Apr26NonresBDT995AllSigs/2016APV_templates.pkl new file mode 100644 index 0000000000000000000000000000000000000000..0f9a07df5c8c016a84eb98f9f5612a473c99e7f8 GIT binary patch literal 543936 zcmeEv30#fa_jiLt(x^#;LKDqtQqSJa^PEzld7euel{8QaNs3a^fKpLWq7j7#%_C9@ zh0=^ty~mHvan6Z*{r&#$dtaaH^SM1|?e*RJS$log-fKO(=X66>oiXDg_|Lzfc%B$i z56k`geXQ)_W7ax2?)Mh>@*_TGmFkzv>3H75@frkQV5{6LU2WsFV@O;qt!!OTA1KXz zEWI2p-K=fRo!#7h-Qpu-*0|bwTiRH9TYkZre;sI}mAm_X@Bawy_Fk5*0_N84Ubf%v zLT2gaZ|-aBXz%dtUOXBE8bql72s9Wp2(&g5#;jIVwX!lYijQHmw^vm)cXlxs@z^0| z?(A(YY`(0bTUPz3T?iY$)<|A?xi7P)Cu&#)Bh+vTB1YyYq|0|Bv!b;gV*k+#W9xBx z|3@o=whKoq^4EQZ(0z&Z6cpoQh<5El{V+iNSiO6@x~=zq)CbdVA4nA)t=#v!yP=xw z?UhkpLVfr$u`eH1nSQ+A19o0dUXUSAP`<^S&yv}h*2Z{o*MKpH%-{BFB#u<4fCVzxoiOU~hS7H;5r9$(G zX+krKZrXswDW(~VRdh4+H(u2Y^mQ%0yxrXl9Nc|vy}r@QzswpQy({ClE#t9S{tGZR z*(-zDFr2Rp5JJP(iY? zhWT5p{6PCHWPYIi7CFkl7&$BBe-Jr;0mhD;mBHUd&dLBBMp0v8iXQWoyZlAutlSCb zKG>1-x4K|Q&fn^S9XTs^`4Txl(4Zn`WzBNr{6PCHa(ICnR@O3niyT`QTWfDGcQU>h5{4Gmq9 zX>2ggxY#WJ6pGF8PodcCVnZoW%;L15SjBFk{l+Lx>o+#BTdBV>xgV7SY`?8y^iu-f zD*hhDzRWf@iz`B~Is6{70mI<;&0J_wR^ab@Acl|?+4~-fGbT27KLKJh_Y)vCZ{Gvg zqgeZ1ru^o04;#C0K1V-UNtU=xGcPXFO~_ z{}6`l@Es0w%Cn+RzeD1Ti0#!M=FhQyrX{DiBOM_q}n zm60p)wK8%g#=apjr+3Q@Xx6?pV4vPCH)1jOt&!>59))R>ZZ1$tNNfO%kAk>!=T;M@b7?7z_goAbZX0h{`jI?$n3?TYQF zKv=1r=?AAdUsz`P78Wb^`xYIzPwPLAj+M|qh>o8^v7=)p=y%bvk{X9O)ObHRzxgt! zzle^%aS!b1_!}LtqvLOMz>bcUI(&(a728qKu~PeTbgZcR79A_%g^{*%<@FxP8U-h5_P?ht1CqVc6{a5QfbS2DT2x3`Sc2ZO{912JpqZ=qFG-?=B-) zmUlz!Re-0)_Uy8n3bUszH*Nme!~QY|fvG=@31C@ApXFAUUB;JniGM>hOc@CD=TG7Z`3{oY;&tiQZ-6+`kLV0;Xzo6T3qY19i}5%CIy zR`EyU_2YRo2(>bWBI2Dy2?+>dNNl|QJ#4>pBeIi>kBa`_B&z z0`GXMD0%h>RHuLc{p*2$J@Bsw{`J7W9{AS-|9aqG5B%$ae?9Q82mbZIzaIG41OIy9 zUl06I9&oAXto-18AM{jD`rPGCLWqJd1reN+feh3#lR5hgKtSB%zKVIOE=ie>yUJ+Ng#o^w38wRh7|9$@#EU7*uc~}JuB(`ug zpF4%LoUh+GUoQ=_5{W$=Z|Q@#J6{>pJkx-OUNe{r3sDYj&SSdWOvDRn8(XA;f&) zE{7qw$>DeAlBgEcy_ylsqJY1?PaFwI_lXmOhxNBy4N>~%&2MK?@}RI(Er{B_kVV&* ziin#&;%J(df1DX|fu@(T=RR^hC|`OnE1&WR9zU1f2zX7I?tu3LT;Q3we_njv z^*KgBck({iWBYu~4W}f;`$UlAqaGP3NMUQCfFxkFp-*IZ86L zl_?DE_vO1?dPo%a?5Py=5UjFIO;^IxFXR5F*X&FFQ}4?zqUk@^u?qAPwf z@EHB%v4~9uzfkYs-EqwkZT5@Vam*UEI%!k}H%z2_>U0!` zO;HC3^0)o-_FHq)>tZ(J_kkhb2W5KuWJKqBcTrWYG(4+qd;9H@9+>yj7!4BEf~sd* z!b`I8=O=5}L1=JB9LgSFlUC{d&zm1>=*#{mwv|AK_X3jo_yn>~+lwPPL>g}Xe556$ z$^gW1=kdw)s6g-gZJ!%kz3}4mzD2d6^jS$d zLqu&QZ%i1-!2Q1m?)U5$y?^D@AXLn&89D6Y1^A7uUrfK2Yi_v4-i7%Csxo+jz{{m3v z+iuyd+=1XDe%{ilYpz4Wr3(AoLd#Cywg5?^$wnN029S%Un=fAj=cai?tatm2Y)?2ik`BB z)6%KHc7qY8|VhaPPHhidLvsO6X{aF|I9mCkP;nepmL~ zGpE$QH~{YWW*7J&zwZAcrw<#)U#UP<-DmIgtSrD;A4pEjV*r^5CLPjB@cmCgz_`UH zPZN$ww=&sX)O;hPk=~765FyL#IQm z4?D+(pOl>o!L#48pogV$Toaz6He9ML_}^dO*9!NaDz0k+pBWza)ttHZ%kzVh^KP$9 zRpEBVON4o3P9TOS#Aqzf1oEmLq1L~B4sU*&pP8n|9#@5@k`?9yyZ`s+_q+SEWP{|f z%mb=WF*e?tm&pB0Lcwc4A&m1w9 znO#;xfI>#GMCfDBFYjlMV>@#=8#Up_14`*7{q}%eE=WrEff4jkV4La7JccuG0)pMt z{H6jVda&EZJ8J)ZGdw-Uvag@|0z6X0$_GG%;2Y1ToVH)KZ`WA+jJ}2%%z0bTN3CN8 zGIv?#H?bN(31?v~30wSpdFE26UVy45^m;EgAARSq>lIvke^n0DTYp4*_yw5h){cL+ zyYrXlx6#eux{IwU9Dn09B|~Qk##sEFSRNTbmwl^03{Bzhw`A}4ylw$n@JVb={i`eg z`}^%3O)fR+oPMz3MuD8jo|a#ppH#2hjr3Vn=pARD8}Y;vINHgzX~pk?Tcx*>No7Ug z#ZTm18qdjTO=!zhLitJPe}8^8!;2Q%lZSy*^K?+b+ZVq)zr4GNVXp;LAsHf(cfrXT zJS;t*Bgn1??fWt$V`vZK&5uziimYmn4m>D%q2ol)UOfG;#@}Dze>b04tWlrT>p<1x zOZp-&EG@ueeLCh(`wZZY{X#p_S@Gl3E7b4;_f1V01!f=Q4E*octG_$He|o}zxJorCe2L=Kj#q_S2{Qg4ad>x&vAv)jUu8-VYO4qq;-297+!j&=ke)757WZu31 zc|Abi?WzOS)X?@_sY$!hYquLMf4wv2e(R?8DV;Fa`=K7!((4mEqL!WyE2JOiACLb` z4B{7A9=v2}2Jb74Dwm|L|MLD;n!HWc(aa9=oIUvb-seN0{j6y>DX#})@%7orb0P(B zonhqyPalA_dQJQhbr+F6@9ze2yV}B(RrY0-(eA+JfznJsZ$B{M?p92x`t|&QJHP+e zvQbc0rfsP%B+6amq(_i}7q`=@CvUY%)>fP$jIcO1N(36|B-7)nnn0=e(a-6JfBkvW z>Il6~OQ|i)AMx>(vkV4CR20%$((aHqYR#Z*Rx+Sys*CVdcm&qRX)Jx5$Uw?T{V(tD zw1Kn|tuYD2Zs19V^}C0`{lF=P|4=Yt3zDmSk6nm!sN&$^Lvy9&t3mIDAYMb^X5g4( z<|c3b>+!LJ$crYU$`0;r3yl)}coCoe#foNdmKX1T|hwi&d7okFJg=Eu6QR|i8 zkAHSP-Tf2PcJO8XQKjn5hk(fDE4F6`-C>9F3z1W0=kemd%;cI*-WFTvLs;(abj|I* z9{=r?XCS%X-HPkpNa~0uA?T$$qq17B2^{x3sQ)M{|CiS{3ALB5&YUgGGhekgTj@9&Iho!d9d-d+6)T8+8uK_8@o1(UIAWwez{P0t7QmsLiw`Ce32zI z@9-9K{NM}}2}d-k-!=hmXD$t)&R<`@xbw4^*#sR`9#)vWb-nqHa1|&VmnC7=ZUZOi znY|a(OMZENh30B{@xgZR(B0O8N}dpq@#&Q=ucimIUHdM=geVoX*B%IA9(w?y9(Kuz zzPyO^=TisSU9g4f*Jtk^S#Spynn_F&BmJOnby?)i=fA%{|LOVXPoJMm@~3lcHd7VL zaqIVyrivxu5ni5K*8kNNUK-nIc-ID9zf>+AV2t*5Mav#-wS-3mYSH7fy5!64cx;W< z59he$AC-8H*5lr9nUCf67U|-?0{(g&Jf@!diuqG0)Xvn*zcb8QJ>`={=TD1n4^3~3M=4k~Z0@t>u zpTF_T>pe$0Gd5t26C~)RRkW^;0FpV(H=2sQ;N0yIM(U*u;C@&Id2QARo+q=%v&`fm zCBc_UeOVk~mS1ai;KKueyYhinQ|b$_Iij*8;413(Gg+Hmy<8rGG1%Wb<3t45orPo< z=O2TyCygu!!LR2N<`BzWlXYOEt#2gv0IPL+@^6`B>`!NOV*6%E*Nv{F) zRqsZ7VG1%@pga`AXa|M(CVjWjcml6rvkyj_o`7R?PrL{hYJb^3%W<%L4Phs*3B6EP z5&M!X<%r&@->!#4^!L9DyJ`oUGzYJ1x`%+YMaKGb79Oy}eN9e_Z7N-7LTd#tDeV`GKXQQiyu7fC=Y<8_}1!)8zuS-Y-1_t)#W%s4xWh&(%3 z(l&Nn`BVtFE4Q?Z;Fde|FYnl2nR^~6CJS@wJ7Udv-}JWkgO}OfQ#58o;O0ixfRt19U^f2#Ufrt8 zzdSyV^T-v`DLZH?y5m`qMJO=q*phBx>jCK*LQGljrGbqqkDg!J*#y*_U$;;MyXH|zkc4j9GA;i-6x^hCdm&gZX7FK4?YkB z=2-Go#oTq^NrD>?^MysHpD;w=~#P(=Ps74=nTaqw8}1 z`BR^_Cpo4_bX}jK^BK>pb!taHV%|Ubkzan)E*2zO@Mu^MBq>nUOF%ZGn#Z?V)svQZHgRNXgmK24Se zgi`Y==XsJs^}NQqF4ZMOQuk61`DX^`dE)kF*_|Tj`z+7zM6K#`oUloYk<*x0q*b01F3LRQvE+J+Cd!AU| z2!&cEj(lAG(O_VXO2bon5L9zb53gnG!rOn&%clf});?|38%SZ9>g}Bi7K?~6Lsy6E z2?l6n7kNY=P8hF$FwF}l8lyU3ecR^k{oE|1y;|}XU(z9%Cz>evocIiAl`KuUde_sz@)vHJJ#pY2Eb~uMa~W`oSdYyeNQ##gr&@y#TKsH^V%^ zP6TP+AQ@mw4OP^Sc)!)A2Lv%kiZ3GTVEIsilO6FY(9}cIt**xa?>>Fc!?+PYK9WUV zzqQtE0K%MklD4a}k0cVvg+1tWcc$J4OGTyx!e7elFJK4My zIPOW^p`e(BC<@;>V|*_ZmNdk7X!xH1*OgC6n|lud?@GdhGF-h#wAf%|{?-&IcJHXo zrDK?L*uNVGXSVN;BRWq7Pwb9Tw;`tiw@d2E_sWq%$I0~{Ou845451~bo^l45r05ww zKZx)DGHwyY^zu5eVW`n3+V~Q}BAw!N2?>F$DyfT%n-hRdl$2PKb1bS}re`>PxDqe^ zPcEJ-2=WVsTcaYb#t24(2D4VmoR2R6x%p}N#NbZkcjKK?J}w&3pn|bQ{dzg5_5Cqy z-?aRrHSi8)-3W=y62ez?A@DULBeb4*9b~@^pTC0*RmU}G>Hss(I++?I3(>lMvqa4W zHNVzz7oqV4kkOML*p?UzZO(wyd8aC%Np>{Go%oD>R!{Dq7^ zZjAx+B}bnRWDSBXI-lgOvv(ti{pE<*g^MtA>OyqH&RxH}o@Zyy#9q5g3jKrz>&SPK zfKrCUZ5mmtV1dXU6Z`r#fFhWW%%GSC%2f@G5r^>Lt)DRZt)40ynt*BdW~JSN`3NVM zN>T0RgOKI}`TG;{=Ro9u-VcouukTmgF)u^g`>Ehf z|2{62bQ*9+iDJCu3@KEI<$m3HaS6$YtoU@Cff3g1?Qu@9!sn0CcQk-|cRje;qqVrS z=Q2{fy5{Q9m=M?^}LCJ*mgqxd`W$xqX$4fI`m8Y5zU87W#Q z7M^Vng__*r4kY3+c>DA3#^*mh|NJ|@pYNmz6b|M=l9cFmTWoexzT+|pTAqAK6H2g# z0WIT>c7fbHhWhPY^t!a^Yy8Ay9*oAf3hlSN5OM-7lPPQO3Cn9i<1LpIIK2%IqxD=h z=@$aeVczc{CGiQMdYXpOFGOvY(V{}j$yYM=d%RtZmPM{EtoDGo_G0Qa+t)XxpIpSe zudV&z9-%_TA$0$^EBk6czQ@>GQ=;CMD2mDZiVdx6m?SXv-VB_o3Gl+yXN#+;k0!d& zLTwMvI}5iN!H{|=;d91yFh-x&r9_AX7|v3y~$U!8O?c=ZL~F&jfAcknbkvr8?JMAS_i{m^cOT+0<2@LYO$E=}$`kdcQUkZ6 zLPW)%iQ(rib*|ha^T@-F8tYw|J2zNHFjuTmi_Zr*G?6kteiSjzBF4{ zJ9>Zy@Wx5a98M>Nu_~|BN6MCv$L?CHvO5`}cdTW1?J4~I*34gtr9HDAoS)w{^W~ z1AHuT=U{9x{`{(1gEH5?s0XFFb)&f&SCGRGClua0hQR*G=s@?<1Q5AfFY(@~SXf^1 zZoyTe3T!`Cb$;ez3)pKqBh_4$fe`Eq>kYdd3ME6EeK!imfFkabLl3XM084L$t!_Q) zK;F=+#8oC=f^#Ns-|U<;|7HHhf|Z#m8Yy89u`X{YCl#<0dwTmJ=Q>!`wqPM)ND3bB zPPl&g5+i)YB1Cfaycpj4IkG1RX_aGdu}wkZ1gkW=K83>oCi$1KbnzfsgqK=sQ7s&8T|76hBlsck_e}QE@LKHr=L=Tgz!UGSaeBYVd>yw z^RY#w;cQK}_;Uv6oMW6jK#9*^dJ*?E?RE8F{g6v7A;tA-9_Ho+m7~>z6(Wl~^5$#(N$R z@ul*NL(6H7EjAHnFy}$p!&`PA+8>VA2gE;kCxNGjhNg^OvjWcMx;&{Fb{H86U3oT1;*I-om99R?u@rc~`~v09 zxf>u;>?H%k_DncMCnwfj*#>g?s~r0HTfycs>Su9RGLiD;{^Em=lOV}4dJj0B0k*#X zkd_-r4Rb}AX%(#q@y1`a`~R1#hUTSPoccbHn=L=Be|IC^eCXXjQntQjgXwzNq;X85 zK!{?R)hUq`mdGGpDL02LPgL;B5|;jSCbR@+tZzu&qgB*0_vb_#sIKC0$4X9-Aj zBDt<6kO^C|4+V1>cL2eBIhj+adfbeW-7@}a2GVrcp7CH>5^Nft5E~550`BS;91<_k z!2M|-f}W(U!t>{^#)bDy_8F%JHke56R!^cK0&cp|P0kpxLEho?my{W_AlpQ7w$F_O z4khZwtSx2%QLLv*#LL*>P}&od-lO>bHz4A;ogkJ1O*!3(!$WR>kG>xlQ(k32*g^MB zRJsjpTQ$6Hczr8i_S_L3Zk~yBM4q+C_D+INwL5KT95cWjeyO9}{M3+-*@{1^ir}~B zmp-~>j3a;*Hq~mR7U_$CyL=&Wp^cj$)y66!erI~nb|olclLRpgR$r{SLdyUS)n6-p zBhC&pyEf|EtQW_-f4;Tbq1#(hpg6P0^y%6gpunxXi%v7e73NyMcGEg2{nDYO?~LgKfqoE5=0D67+XLQ3Mo7dMlp+km z?aY!fiO~4GxvKZ6%OKJEblhvD)li7jwo#&V3h%u6SLe5C(qG?FZ4)eV&@H}jO$0Q& zN=~T#fZ8u)3>C8de|>+Z?_ko~fLec4JC4leh}{GeevdAFG{}TmqtyB|#O;7$fqh2i zN-NlCa?3FIQ5KR$r_rrWm<$7tzmTmK&IF6LW0yGMsi7=!``J%=t!8On2%l308D{5>`3K#pOthmi=-nW0MZDqh;Ln@MyU1^Ndb1THotT#O@N2 zj+Tf0;&z?CiaGz#FSoEf#e5E}?~Bez6?ed#$KZ}nGbnRc#{gsBOImTpN0Au0=O}a3 z*gDL4Q?6z6F1{pOdolG|wxfWxfXR9E{h#$PSM12a*!#qp<1ncn=6vb(d|}q5N{qb~ z7s_V{3o-TVDl!t;=jNN?jU657TX*dQ?4AQDn;vt(!zx)VgCQHiVqgOJpiKrJ%mk)y zxX1}uj1`;b&Tob#`I#VK3xcXQt0W*&K364R{gU;eq(CY3!=lMGezrEj%H`9dFr)`1(YgT&1ScQs6uG``)-wh55XN>>dEaKKd`BXb_z!LNtcC=L;^ zJx_t{CR-&1{ceI*S@QC&9+@y(WBb8awRXU_`)p0SRx6mUZc9#^%tRv6S=#V2+x1G@%>jag}+Usa5g*KIX<+uK3NoezVuqB%!?KB zU(5-%_N4)VW8B@*b)+yXG>c;Ubq-*&TP3N%jRST+J~AuTDus9dchYu3u4yUo(nqOz zi9I&~t4wGDn_eaih_jxy=5GhLb{_1IKw81mu-c9t&odDow;OA6-X_7to&MQn%9%hj zwQoa-7&R=VF-~ZC{QLFJ)yGQj^j%Tw_4J{HVghNfm(^6)&z}uaKQ@hbxxxUpd`|CY z_(Tdn5yxw1&2WHIyb_g8%3>ZesH^#eFIL6fB+*Jpkr;5=A7PRGLrk6)Kpco>hWXMXW{&CoupYi4%} z3{4`fk*&A^F7N?vQNm2^N z(fwUc<$Hd*nuV5w-ka&(Bx^(O1E;en9_l~C)H{w8)GEeo^k_V;y@fm-6*ClKuzd@; zGuuTe5W6Wdq19aiHV>3}C%N;3g7N)#^~Qx^Fl%dMhqMM*%kjS6Ay@)dKpA`GEFIwY z?oso&Eg>vhC=wez+>1P=luoVVE`p(Pk~UA7>%k#b(p#ZBD`1?z$F|kcqu@x<12RgD z36T0q+dDL;29dV8dG2&;0bJnA_8~624cvyAo`rv)fdTOqXM?DJ|9K8~zW=vn$x9t` zlijvZyFGiSlT0a^r)4{6w{xzCNjo5YHA&q5T1g;Ns&b`JKmtBlQYm{Q#SiWruU+7K zDFmI4kO^N@R|O+gk@2?A#33OA-9p)@77$K!&ZX}sfYOE1HBsZ;NH*=WU~S7n7?fUZ ze24K7F#Oac7&TJ{9~B!>7s$N@K6UjQjA&yAA~wO2XYeO_O=C!k~w6XX!0X zA-H3qH)_`fHE@w>VEWV%33%kVSrJFL9*B3pz^v{~2rZw9C?9|N6d4PuI{R9=2#V;E z@8x{b2zF4)g`F`5q1$TZJ#cHbji#|MeWOh z^dwu#EEJVpFF!xaVzgjtLOLI>Nx+)a!c@6}yks zy~BktW0(HJ1CDjzQ~!K&M_)PQD_eZ8*7FWrU-#-+E$;;2@kl$IX;6b0TwJ`LdaeLE zx^q2}rnwD1y4LLwJWm5x-64uowfOz|?5X9&$liEy$jcG?Eo;kZ zn0E^U&mCR$LDz&~=n=uAqe8WI|^E*soq-mjDy~|y-#SG?;|XFQ5My= z3ZT=ikpPeO+hDz&@i6NM4Lmld>-t9O_t*D_ahCQWCJFee-*X+gmoC_(GdK|9DGK8w zxDI>@c|DUgRe!lNFF#$9n?Yej04iMplc+ z@$j6xg<5}6ehUIJw0D3AJH-ec4=pVF960;V>G%2j)AP@tK0njj+mjya?m*WUMcM+Y zEhjL4Pxn3jcookLA+$bTHFJ1XzBpQTxgl^GWDua`OSi-Hu2dDEjghZ2 z`P;zBM(?2h-fE~%IR)epM{>5Y2IOgN@E$*&n@}) znoDm_(!tA%O{roOYeA9zoy(-C{nnbbJk)s{02$+hG>v-Vko7EM;rh?KK)@%PHG^Ip zQU%g8HoV#m=$$!)d96|PqRVrw>+afs)Sh$=Gc_SpSXCm_UDJ)M?iAtpxKs#Zp9`$1 zmaGF>VQGofoE4BDH`%gf{vAlGG@+$*9|M)@jswrCs*sS1p@iPF0(ejE+WpaMrJ()v zv8bQ{YMAouZBmla??3NnEZwA})E0x`pDZ5IZrcgg`Z@r<+Y+$T=DqI(xd7NBeb?;< zs|f63Hr#luK?5}J^!ni6C;{&i%4u{Ux5$vR> znP={(2h?f-qMs5f;ML$WK`IJkVDFx6iQO&}09n%C_=>0&nVLSvNkCo*ON zLZf^~%Ikqjyl{`BdIb#GGHEe5J_`61b%%QjCcxaL5gMZpwTRwx>02KL3*fF!tJ+V3 zcfjf7=?zjdG%(}NgjKBM@6XRAaU$2JL;|LYM#Pq$Qvls}-+r_U*a?+SJKpus5eH}N zkUZC?;&9yO^Ju!@UhuKMtF?$y5++Pjr>tes2hv%JhHA6KuzKx1havx$NNSi;;`T!~ z;N#qokr4kD;Co;=D(7k?WYM~rLZdMW*e}}#XJ$?Uo4RIe>au!7!?1Q$gg_DWyt*#D zHM|-O5nQmEn2!UVB_w0?wH+q)4pi z2ZpNRA2vJ@hMq!~s(t6wfxa+F?ny5R=xZrIS9wGSBokL;zS1UyJ3`-jU6JZVviz>I zhOH`si^2#w+rv7r_n4vXxy5oQd~JKiJMK~7HaWH7HTwiOnAf{XN4*B|csgtpdaVHR zALyf*v%L+-3}#>O)zZLg^lID4ZvTG0`lsj1KYf0Bt_9aD?ql-5>~OAdDW4QNAG))$ zO}Z0_qUEf1$GHL%Nwn^s z>^Qnhy%7YcTdi&rDEHIg6nCOE`ZLVwuF$ z14FJ3ELu&N^PKL@?$;dqF!yhG>)AA&Uy1H7a66yoCTibUwqvo)a~vGN)DP7>C*IG3 z4QTu_Zuz=NB05Lzi7H(8j$c%&(h&HKxF>wl*MvdGn3~l>8bK%eY-yE^@TaKE6; zZPT+h_;H^>^@0;IWS+0BHqc!M6YkxbfAqQ!A^hNS&8DUnZl?52Xd-U`Gc?&9JR8KJ zimxI`v@|z*Ud#6W|8~6T zR>mH2RG2`HT(P+GbCdCP223cKcAI7^IFj360vp1%$)X>6^}|!*{`J4dxn5K;dCp z$LbTBaOksKjmBC9aK?9hEt{DlB=&!W5R_N~)v|j+k`*ZX9CH*DnOp#o^+DaU?etKb znEvqN+-W4Q$Ka*it_N^)kjdVc1TTQXSm@d-@7mxAhhy{~5fZ4nwVl)6pA4?^eo8Ae z)`u`o*B8aSsD&Qox?@yDtzZl5)8uu860m!zq~PG=ZFv6t)%c+IN#pcNSA|zj)=o>B z8Umt{md=<@8gRDv@-9VcIS_b_1xQbPrzz9d90+iV5ZoZqhF-??+RfDtpl_(8 zb2kM&>h0n?^Tfpyh@5M1VP9V@+|zJONB+rkka>T9nPXZTOn;_->G3oXJpW4f3hOi( zJk}+JykhG^Bu*>W^99$!=+fyE;pxpFv?$nIp+^jEFH+e%T+Q{{^E*(=FA!a$1~syz z&U`L329h!Hshn3e;i^ZUVpLS+!5TIxMx!zXSis`a!1}@**b%KYDvZ>Dr{+5~cuqS5 z-!`E@H&lETJyvUAl%GI^EG_toCu?E7&G4ACQa`vY>ykHdwGED*>8s(@A%+xLzFZ2G z>)_QV_N7M{`;pV0Ti%~NRSU&exn$&hZU!>u@1m7u#9{B#kqV}z-(TMk&W4mNoKS%J z*?tNEA9O)#SJ?J>D-{?OtT5*cY55<9(@Nkbc z=%Bw!ak+;M+C_5SUIYYSC{W$Dmb3=uZ|Sbpvv~}^5yH!3_Ux(1#Mx+h!0 zLkuh56$np1YDL1rYqV@X--lzJQ`D(yT|gnnR#1#b9KLNfo!iHS|NG=$jn7jlMOPNb zRADjgxvgwZ3_)pVt`A4BChQ&UwY+mp4#@OBCA830gnYtz+sXG^fO^YQx}Cb(aM1V} zH?O86=&(2)LE%gfwR5*>`6x{y-AxfKwE7RA#MZ4Fo<{bALxbej+QjYfMXsRgnLJ_` z&@TG0E@K@$gNzbCIrkjlxR;RJ^}ZH${z|Skuh0SrTf!p`pq|fOQH|YIz4ZJ1{ptDV zPoJMe7N9xGq=K$5RH-cXCGWs|FExH@W)p=uMC(tUzj87BI_CeMRC0!ohWZkwKCzZ8 zUj4$q2959LT)g40*NT?6T;pkLDZ;#uvb~+-^CM#neq$Y_&}K)>c?|A)v+UEDZ8KLz zk4Nm^lQHrDV-Nimry>G(1+?C+{WC1D%I@5)Pq6+CxtELv|#4=bx$uHGtj$xNxti}E*#)n z$4Vul3bLmz-wM8?0!#Q04l(IC zRiCScfn@U=7Q&iA*y}TcqFcqF%caZrc#S!KJ712=z0gqGpax?M-e;WVHUjFN^J5da zn(*HEyruY*98kUSu93l55%La9K6OjA0Htx4x;DCLLmuAE?(NZzz%nI)Jl%&Lo|TOt z%Cwq97@E!Puev{g@0fhfoxjr$lysp@6VlaY=}0@ufk+mL@ggNfxU(pxPCDHJ?ArM(Sql}9EkiYhql6A1o|u*=G>IOS zzZ*+D8YhvLx8%9!l^?*3Tb4xfuJi+;u#Tgmgzd0>M|P9-Q(_o+r{*)!92xWt803GR z(TDoJQ~s8xqqUGseOAK8qXm?IM)KE>iosKvT=^<%et&+C$`I`vIckuwPhEI?Y5-((J8L+xBJ_PGz-GW@4Tw0h^HO&hpzNoALwbEbh^NT;u*k^( z8Jk!J2!v;m;8Z1-KCg!`W@ORPJ#+{hCyI~1PSye0cJ9r2nX?8)Tl5G@MNq(gp9Jl` zm?4C4>p0x>`2kEjB2RntNCz0mjB}2p5{HTNdX%m5yuTfvduMZ0@7-60Z}00(bEO%A zO_}Ward*oPJhZ@em#!R$(-|)6Y*&D5xOUOgm74>KM%HFdc2s<3h*dtEcL1^Jb7R_! z^e}k!PQRq)350}(ZEO5oEqqDV!_Uv!5AL3SDn?q|2BqI_Oi~o*VU~T#4 z=0MPg?9slScOA9gvr0c^aNMir!apXc-?(kp(J6<_m6gxY+7?c{tbN+%`4?H_rXLij9WAB*B>ZrASn&|%P zh}fClmMEfSyN!ZvhCSM7nTcy>HTOBp`^9FZ78S=CF!$FuVDpCJL^~R<73LEAIvitf zeExxF?N=Y5^%rkFpID`bIp4yy*Jqde;9F67e+o$3IMs`V>G9I>uf;&DDSKJOnz3)+Vk1H9t0N~WQFQiRS z2yT#xv+Q`k7P!g>DGxGr!6iM@OUF3hgU?>}eU?Tq;K<#Gk+#j$aFl~5Uo?S46lPb+PIW@J)K}{Z7W+YA<%`Xo3rg^1&WBHDZGJ!gH{EEOj#M&( zIp?#LRv)qjOx|AkbLX)I}-Sot?P+jd* z@zo_(c*-$xsl9pvF;K0(m$ab^T0a@z`vCQK299%PYi%e~hEoJ84=45U-yi=~{xXS< z_Dg%1KqOcoz@^I;gugWAX1J{nYmC92t~FX<(RGW3s+b}yH^|T+Ft!E`FQPA|zuN~# zvJ6NgYeK-oy_!!<)(gVKC5iLYqjZ2r*PwN)XD8H?wTmj>^#P22aNefFIRNK_-n$ZR zVu0(iLO+|!px*C)*yb>7^a-JNQxpr`(gCBNH}~bWz5*!>53Dv`QHElNW)1T`EByBU z6)-w2cp%9Py4`D-V->Ik9P3y4-3v5^^4W=FL(jDVA|yUWR;&-pvx+Jdd_4dx@xSrp zhBb`Ya@&*)IS7~sbn|Q)grHT%d5KD+ga}H;g(id`!%50!-vR+Ey7b2+wl! z#-0?Wg(EsI_Zcp-K^3pVDr*l?+Pw0-FV;GSXHDA6Hh_)L{xVcZt~ z`+&d7-=Cg;{`C1}G9Mb-*ti#6Z%`fCQCfR?H(I{Mc{bskk1kp!OqSg#q;G|msh<>_ z>LeFL%ZJxwuU@>^iIxjAO9YrY2hj4fC+QcThp?b!vPw>e#QT`~t&^1eK1nX7zQT>i z@XUy?XSesE`{#;?czn8#v6n1!zZ>N?eYC!7`;G_1!x($zXqyj?5b~k*n*1MftFjQ*>5ym$Jm?5Ij&b=ikaUF;`JS=%1UVbsC{34<7Z1ae=1SZFUA#k zuypf3uHOq=g7SGE`xpYf!So$!l16ZkhJp0M&pzOCo%LGMVLMoNtD_-7Aq;TVo%`%) zAPU!RedM&X232e2Qm)Ni{47SkP634TsL*{UfI=)^AsNV0~Kex>c#%&)vAa8F2 zgs(+w)ubE4<_iSfEb}^GKx6RO<9+%tDCP6&fG~G(Hb_l5V89BJCZwm9E&72bLN2EZ zF@lf==^mjxsZ+9%L^3z3T~Yi^EMEMmO$+0Y^Gy?kn;^~Z zlY8p|Cy{p-?R@l&x}apQu93){0T8Bk!RXbf5fdYqA`KfNtfa4uUQ!}E6U{1HPWc3C{XiS-AyM>w! zrgG}A$vaIU{h=9+0+HR2NT^=QVEQF6V~^;zLDj1!RQKu@dw;)PV&qm=GeK=IyO4Z@*;gNa<~BY{!RP_PYvNh9YFI%Ol7S$G zvVb&PN(joE^VO~8CIg!ul|4}s>4wScorw(APJrqjZ}me$gRoERP^KN~@BY;f2Ui)Q z>K(4KD%PiWCXfe@pG;FybwPLAI`OqT20+UEmT=p(%CKyMx&F~pzt7*Fo-hCO`R%RA zxTbR%^LMAnR;nuB~^C8@NKri-$#Np3oXuKin zkHm@(VCd8bi5zg-otjEWzu}#%mRI`(UCX zN69#q0f?-doeNXbh1_fFtW9pZfG0`AeQB>P;mP>cS^lIDFk`ibJLs7Z%wa5&$mCiF zTKA2C!uOqUfrP9y8uk5_)DaDlQ&BHqq1rPhT0YeGAO?>=FtytR9SFB^j^9Q7{sHRK z^kj5EiHfBV3;BM~J9?13q*@+I80#JjEBO82Pvg$_|F&#Z3FgN%tY8~UA+7woH z&TD4lufNb1Gls|LJPuE>S^{=o2Y=i3`(Urt<6h}K`XGs@gV>B%7Z$|74J$e43<#bp z=Kde{-aD$Qp4%IxNR=WWy@P@j=^zR#p@Z~ZrFTWT4UwXtARwTkfC5qlM7o74O`3uT zf&xnKy+{!O?;hj5?tKn?&-LZ?Ip27WVB8) z%A}VudO~oia-G2PIuW3$k)xW-?}XMLMzo1=<0ZXfU0#XuL{M!00GT=!u!qTAa4wXV%a`XkS%(hhCjv_Dqgy~ zM4)5~f+r{`6rWkZNjeS|_7nrabcHtTCZP`8{x(>$mF)&VFXBFCYXgTK_=%nFx(XUo z^J0<HNO@w;DJ4`%fD~PtHD* zmM9zGTzTbWfrTEWJqi|JrI z7?da!cpK^QL!)DDrxXsWfmfbc0hZBaf+eT?2wd1Vq zlK@)CH=58%H$96O;;m4zYIMN!`)yhzjZks0yL5Z@?T4^YVB*{N&<*$t4 zh_G5jV23q0+Z);aWXT+Q2d6lRA$mZW>SNL^9c}oyQ0{8Q<3xJdt($qd3g4j34oc)|Bp^=7> z+{Oo1IK`x=_C$OcNnjgQplj)b@k-|T7cLHf>xbr@sMqA+J=|$VL;BzEzdv37{OSC; zSt)j%q{jF=p8B6OdPt1%-zapFu*@`J_S>j;U6hf)wnEz{6`wzaO{QY}H35o4p(e%{ z|I1Z}t-@M%jK9XMDADtvDJI^`^R9L3gL;_tDyt-nt?s#o(3o zt-s91gz?uzKZw@Q#>4Ozk={_U*@wYfqPz9AP1hW9);Qd!{on));}6r`uC;~-@rx+G z)0u(o0zS)XJ3Xk~HBelv?F|~Yvc1>D?BNZq=i~-=ZU82`CR?v$QTVQtFUamXC6Ik5 zLHp!PFJ#@$9?no-11aJhrG&g=&{^JZy_JLks`ZVyg$Z*&n;ZJK_#M6>N|IOSquPjF%$q~mV9KV&fkBb<#4o<&eVTO8I1;#(|Gf?n#)nAal0F`?JWY}5%G zL{GCHV(SMa_Oq42N97>fSM0JT&fW1WRwuS zXbuxo*;lJ(bb;6ODcvSA9hka5_{ewY23#fMhD2hl;aI5Od5y#XAQQvepz&1*hBxw% z`8VtbQzsP_3Q_AZ4=U=DPA4n?=F%(d=?O!yf+H2?`BOp{+D+2Z8W!kM7M<6Ry@VK7 zjt!(&c0!5J_}jHn1K?h$H*^V?gL5Em)64Yt^=0W@o2xiiO<~5B!7F{`PM|)f*{cIs zK?|W+^Zh=i;6YA=m`1q{bYO0>B_H+zQ9tS%6UA-eSfhKJ-R5;L$~)U1h$jL+hiF~w zlA{0${cm^*WIjQ^sm60X7rp}Phoa`KX~R&zL9e9e2Mw&iJz_N1zz)wVn3UM2ZXo6^ z2hT+^e1r?mo&)hDqu>Fs^j`iZ52sFPe`jX=eSb|aIDY!tJ!42D8!?@E#TuCLzSu{W zY!0W}uNDOk>jG(=(;lGMC9V;q_51zzr|Ziak5C%)J`G%#=Yj z1LMEh9+!H2Tn@7y(jsEd&}NRgFEKtZT8K{ov)?qXnRHNOOc;W#ncaRY6=>UVf;1D>Di&G#_Z_&5{4*0TFYVV z2W|-wOOG_n{@$N_{e05X`7D0om4($cCO4(o)j`d1dUvdAD)3x7AsZq9L8d5fsQEiN zc;#-TDLtMAC}N>MY4HkWpJ`|vbI0`r>ZA0%AF-I=(i~?|@1r%uNv2e=t7RGZ#+2DW{FxePwkA3xcSHqNd_o-q$^pR9 zE#_duf-J0>#Nu|pYz7{MX9s@zVF>Y=YN*_2-NA#Ngi^(`j8N{8;BEW3RYas!sI&gvrc#-x)DDlEfV(XUPRhx6ar7xFrLR(Mw6XoYw$&iR7P+zpB8XACU*tO=UqL zn}ob`y*vy`!d=r`wE`2^>er5X89~P)OLGEOPhe%CQoQ|?2`bgHvHVc~j!4z>JfYR9 zf%^KV`mcC=23F&^HqUul;pkiJ$5|{`(9ElZzqW-0Mjob$U7i?1hLUi&eoR%t!;~f> zvJr2<(lui{=0!0`E|#9yUiJI?XRD*-5BwmLg=;}{yldB_L@U6#EhW>*pQCNmty zDOCHP*ICLU=mzCQ>1%@5TA&e6Ln9Ku3G!{vO{7GSK&|J-)XrB1k=xnUA4cv~K^rwM z@=K_DQr}+lbL$@#gB<##wg-5BU;dYrXE!o% zhe>K+t(`Lo&)aUWe?HiD{Y?wJTlsppJ#-74a8h&cK#lK*^6gC@7YC91X9tNqURFV3 z1!-zI(Ix;D&G6(i#Ne^6OJaqIzrTO|GxpOXTK7faI6Ir2m8cG|q~g*&nkNfW$T~}T zXXOCt%O{HXjFRwi^+m>DH62hAmuWB_s{_YEEH{@O0 z_V=|9uORQrOP&bYKA;~@Bcnmu3~ilkby{_>VNYA0`lmM}@ViktTYkt4;-MOGx8Jt{ zy6Sz~lq_ihYzm4S1U#Z}8Vr*UK+Us4&cf|&!=}6k^?P(9?AAq+mA-j`tT5i9H%ERJjbwRV9o@K+Bj=pQmrFj z0$<8>Db+wStu-nRtR9d{&OjK>(h9c>Z@w%l-2$t)Z4O;Dq>%4N@k~4aOhQbMx8h?r_Zd8bOiNBi1r{bpDmg^;5CaRcQL@XlS8E&Koox^KC)_%WglK zR&E>88h(s9A6~*`!>@V^v);8+@8f*LpZ|6rgIBsQ>Qh4kWw)3#W$>gz zpqUstzg(iJmiQS3xWBfgI;LF@2ySHzxKL<7!gAS(8=H!NX|rH|ijNYskE0S=J#PBtsyFD$F{Te>#3HpwGY6y_>=$goO zzlZb%3Ze%$_rXJJT`YG755QK`<=olNCy;56A9R}s>L8UQd28tOdl2{i`YczKBz%N@ zNA0MoAUIrlO?dXUEEKHglOvl|1B79tA*36&9D`OgCb(~?Rqs7I8s3p-1`aeE6CEF z2x@`jkE3yqD{KNj5XI;7h7?vrUuzW{7(v$KhzgS*Rl&T91^LBs|i#qcfOL)6NikH zO|hR?et*6-n;l`^zAOV7lR7vKF{py6qZNrF{HXI$R3*34o&nI$Cf?!yNe<%GsXeLm zumFt|^LM#V7(t20N>gga9zeWy;$`}KMkw2SLm`- zbdFVrH2yw+Jv3exU2DovIHYDquFMFys(qVjUsZ$3%84KJ+LSK_7+|56M*=_*CPV(s~a$q@a8E5dY02Vsl}B@(V=`REeN_TzR?;6tHct9)}VT z@2l3!u*ZDAy*_m?%QxgbjV$av`QG@>v>G@k>s2PBp#t4yS#nd$0LWkE&^sI_2j$Ba zH0C4B!9@+d@qi2?m{sL?`SFkkc;8~9G?U5*nW1HX(e#(SN2nk$RcI-NVvRC;z@+izQtKgi9`a}NwMj&X-Amj8! z46f<~8cPWLzP&ri#zhHqr-}DCQ9*=Dg9YAJ&6=>llB;m4?Cv_Tw1; z&PkWk_s9uZ(fZI}oRyI(qZUoqI$u9vsndq0o#Nwiv#*k&X+AAZvPG0W`KkA#Ncbmk zDUPA(pTGZn3Yp9o*%VJCqWAM7QE4XR*ilg)Y#QF0nMW*8( zab64pvGErfY?7dC@^uYADju1BU-L^d)Ok|2&@#hWP?lFgM+#%F#3 zmoA|`4;rUHZiPaLkI*YbR4cH(>_ReBAA5A^89_FvVv7~uvZsc`yjD;A@P7aPpPzjG zQ=fcHl2=HK#Nh1AE1KhUlHiOvV;2dfD9n0U*OnM^7^qojtoc+5L)K_6tg0GS@P0vl zD6~-)%E}TBDCHP}lLwMykKyivy1ItX=+^s@lcD@C1IkliDvr;B=(Q417A71e*q#Gj z0}J$VEPKJr=EV->XOlp2uqSqHt{hol(II=2_XwVom%i6F{TQ%?pIc&}poSVnoueF& za6w<{hD)A^7;KanQ=CYa1SNBBoN9N(Ak)ijCjTS6sQV^3)X&$W;_=c<&htpBgMIUx zm+n-{!e<`wb$4lv!L{N;cRG{yLBs8?iX%ybh;Hok!_b*j_)WMbi<9CNn5SxgZEKqg zvn2xIjbj6#p)5_I@BJLOST5vMSoRu8yA-&nADIk|sqaM`zmNl%!wN5Fpw3M_&E8z1 z+W7tWbhJ6cn@T_oW^5cE{vLG>bOOVWh&g4_VCEFgJr;Bd681M z>?xd`rCidO`V8jSJYQB^nF5TSEwZvAH_1^T;BZiPyq;t{bj z<~Tn2eg5K#JZhsZi9wzKw^wC&lHl?=GYv9%_vh1qDnyU+8Bv>MGPG0TET-nj2Hn|`ucA@%RXFT= znrQO(`5Sk_3Ly67huQZto1ecw2GUyn*MdHa!o-OOT(hbO=x*&2cDLh%QY5}oNB0Q> zqL`xsbIRhdyzo*WgTh_B1*}fY`k32A8re7;%>HJxxan4kQyBYb>{t=4 z>suVOeKILB+aPS5f~KACg3G6tpP*^>8lE=no(c4KPp_4o^K$efbh^lZWe-Cp6`J0u z_j#-HyO-!Oc>Ru@nS6W}((@gysyf0E-m-;Xyqtj2fjeopcM2@EK30oJps7u0+UeSpCL0J&x zdtux12P%FE_ws%#6G8BjE>|*gOdQ^9)#Jt2(+6WlB-$_572pd~chx6(mf)0s;kV*g z0yqf7@s+g4kPC@*2{zV`Vfe(|>9vMh5Oph6%kFyt#EW*rIe%gl?4MyRD3qB4=4_u& zockY9F=sC3k0c$i|+^TC!>NG(#2o{_Jlv(f#blA z_=H(;w+IABu!x=a9|kXmNZRlxgkgzk|K=4sHE_bh%`-Dj7B;aFozjdnK*dWF3-yjd z#W{NrkTWLQhs+!9FYJ~~g_)4tRg0k%5WL}?6peTa_1aw2y$*f`SnqOw@XCw>hI36f zZ5Ur5wdc-k$>}A-=gp78@5yI@x;F>g<<_a8Tf^0h8KihHUx|M_>1-dsZBMlH zr))SmA7tLhU3U_L zGdIY+f{P@9sB^(Nd1_IJ(=w1d?8^lvDRT*^BT?~`UFyeVs?!w0^z~ArC&#WZ|U!;0?3K#Q(x91MN@_s4~X-;h4{erCz8om7MhtrfGY0-J* z$t(5%zg*Sd=_@`QnK!0fsU1aDMlC){N2f!{JDl?2Nr?|e9}dTx-8W&~Wn zyqe20HUlo+87iSxs6`^vaR`-LQ=kK*TubX#J{YN)m8;@B2+61+kI2*CkH_0#zj3=q zO$>hJuHNEoI0o);zIsz~7iI6@m?FcKTp-g@$DMOf81grUZ`*RJ0V(x3zLYecng#HP$0o|H6|d z=kG;AiF;%XM!(X&w#$0pilLtn5X1;|VeA97mJzFL139$*n{bL8U{S@y@4Zm_(Z5(c z9i7gR9w@2gl8>fC#U72D3C^PD{c8|cGV3PBei-~9DG`xQi_X7O52%|h;veb2;9Gyd z_OJjo-~Y^)f~R@;-bD=FrJNqA_iPxvR0B36Q?wYoIJSdA4kyyk@AtMIUoCo(ho&9h zeS6AQFoVXM_g#8w^8>~nP&1MCmtMlG2mQqH^VwrtFExpZH}NIazwOI=4j{X~U?U-N z3(zy4Qc+=9-4)OLYXjkoxve0q>SSdV=~4g!1^TYKF9t!mk2|sTqcX%;TRb)Faxi=! zD51+Ak^t;#gFTOY4~JGKPC5}ql%viYU$b`0sR1^)Y~Q5c#2_6nuilPa2!IcyeXk!! zLP3p<4|!+FCJ>3SRqiLBK?n>j$Gk=8WYX6{C$`n(WZva;6-R$cfc$;-O|o5T=yv$Y z&p++iOn;KxjMNsc7pR}E&Fez<(@&hYXptA`)M^m?u=DG_c&il2riv&%oD>9A3q&ZNJ3Ii_ z)J*$uX2T$L0OPZJ1*HJ1MlaL#2Usa5&#c6#ziv7-2k73JfC}h z`3|}~2TH#rOd*{Nc<-lO*x)w9rU^kl7ZC7N&MLNF14PZ?X0yk4<0BVP;Jo%s2u9r= zT;6|888{v*<>>Gl1bXye?WsTo!owwW)Lt?eF7}hPU5ZWuUE>{nJ`xe|!aKqm8pl_F zha~NcvU(Mm^2PJth>JoDaxC>UCsFc2K5awo6$Wy8l}lewZGdny({}ceDa0XbLZe%+7Pi1tq-{-YnS5WZiFI#*4Bx26`ik{k{ACbd4_3n!fbUmSMlv4CgA1eA zt1o^Z1nb2VWw{jPNGOw%$ARErC>oh2ahNF)2%6?!EG`U(hZR>$X0Dcl_a@f{aVj=+g2ZS9IN(==R6Sd^;mcE1Mj)cQ;52ukjrT{s1+(&R-y^>uX zAG7c9=lJ;5)3oa}ueK8-94l;pe%s{`K$`RFXvNk67nUo%Sl8k%{w!1*-gRKH!7KNV zx_yx61(Mmh))Q@wV70@*zrHpUDdw22uxbm0 zKht?6o2LX+TUjXSG+jep4i3C^Z1;s12x-6Z#NPx4i#Hl3S(m|B@{|0xPkRyj%-Z<= z{7|TQ|2D4RqeFX^&-b6Ov%}a?=i^B(Ad}xXz&`4PM7#7Y(4*`q^ad3VacBEblg-|z zb`yk=2Pbpr#uR|Kl8qwu+8{W0l<`x#ZaE^?H!1p|Fc@mlJKf-;N(4qJE7Fz<5sA9c% ze`UX!X7hPo^f-`~@3O&pK7h_oC$(14ay$r~e&pH=H^2=;)4X5SifW6h(fONC%^z1_ z3_z!|MTm{K-}r`3f9bnltzZ8RI(^`>8ts=mnDwwhbxsew?>q6X|M-b_!_Uc@X<7jN z{t!tb@13i!(dAcj&_4UzkHPCo6`oX*kHO2+e_Q$hYYjU8k=7EYfQuNs<%fnfy^elI zr#t#>6+F1i4(G^EoIjV%1L!6wyl&pZg6XZ%W^ZS|?;7tuA8y^sSrUda?NSW1_td}$ zUkziu%m^T5zf9!9Sc9B#)fTxO777hEJXV9&(?G&#WAB1`G~_(Tt~u>l2c}86ah6?Q zgXuX}S@`@RLNIfbTU#&)^64<%#9faD-+_B|P81gO^UFSE6N|b}!r$xecnbs6WT7#= z?Zg5~ap^Q)YvRC6nUMXLj5l`S8_T)B!O_MKFL$#?jcv<<2QdD@yP`pm!L<1yP`wnH zNH=F?=njTQxnE8fD<^{Xb>4jC>)}uYpF2f=s}$^8)7Bqlr~_+m%OR)b;}Ek}DPNq` z0EoX7hHSQ?^d-~m^+KX;a6)Q{D#~^i$^VACNbZ>mE8nF4piIH+i~8B0zj`Vi6A;_) z&H_)L{w#6Tk`sI|$!V`fg>G}JbZ`^>ynDXAu+Utp{YnrXA+_`|(N_eSo)_h(iH1NH zK0)f$SLMk37vkcH+F-ar6wMc@p9nq*KYdkW9Ra@xi`Hb?RP3?`IAV)Qj~@wy;jP7C zoa3Qjv+nJ2_?{x>GnR~N`>gsN0cx_Vse{KPOoNU+vPhsv5M+f%}P)w~;Oh@_FNRRR6h+ z`sjFvf&hbw;Qkw1fIssT1^xOg;$=?Nk7PZ7%{N{AXeTlI-hS0@Khq`@Z)_)5ARc(_+w_IQ>|PxFM*m#F|lOngKJBs&|Lh z+L0Na^fiv08*tmLzu+lL8kn%%5@3mnhH+Zi+0puqz_+ivmWaC+NbuLY)6CvO81Xg* zqsgzrBTOG`5934u0j5dqIl&*mQ=#<&fzT3Clym4*d2cF=-s+*vO2@3z|HS{Rr%4*G zv}X@9ye-=LE+Cx)I4`oE{dj2$bl*OgNkq6?K9xgq$=37*;lZ31^MV=$;KWD3VSjEA zJbX}nDP^)0X`xN>K;(lVfivo?I#vR>JN)(<)1!^ThfX$r}F_RX;SVFL83x>%~}xOaQ? zPuG`!I)6$8y%`3BENFdMsU#7%Ao&BW-*(FPw>d_`y#I0^V-z3$itzLhI{#Q|SR>Bn zb#!@;Q$4;BoR37)4~FrN=Z)8*^XIgWN4;MOM5nWem3J>>VWH`JC%A=+@G<_J4{EYj zD`zlxlbb-0#39tpBmeCWV-L(8$U2|YD~K-dP(L;$7TFv+|NIrb=o7RUyry3MiuV<7 zq4O{3dtYxoj=}4fs#c!pgu&bJh@wqGX=nWyFxVci#b28)f;6EE5JLFmrD@m8Ru1sNV!1=r@(U>Rjed9`w-{M?O>Z}S-yW*04fuZIxdIx# z5mppLxU*b|4(b%<-@-9jP;KtmJlefM4PVSHoG|!AN=H6RoFH zz`@%^k$JKUX`=g*v4*;D((f*HZ1gZS;QsM202Y6)6h9|SJxV{r$opC*-6srhv zw2HxWi0yqQsGZ8wfe0Obc zN9eLNnGK$MfU_J_%XZR84_&hNo|~l}P)5g}aDsZSpf@iz?@3LbU^Y-aB-yoFD+4yEUqXci96P zGYF5@U3dg=gI|1q@AU!9jR_4v;cVow65(V^vLk%-$TZ|jg$MAKzP!EkcnZ8bEx$G@ z^$`hUSqi^_lMeUsn@OhK+xvX{PuD-ct8e~v{^$(-%1)s6L;e(BhQ0~Lk8g)6f6^Ke z7r8abF#eD^x_!?N7~`SGK_R6^V*CPXAI1Os_XdQx=_}Zy(|??LblH&19Zj=YEt`|% zb)fU>@R1+x5^_MNhv5)}TT)D-(_aqi+?hF!S-`j5zB zqszOROM2ev6=wY`zbvXOFbRXVsdDm?r#=R+ZA+=bjaoPK``z49le$kac*`%d(WyMd zrlw_dNct2aBKZx>=AbwvlF@d;g^%+aG<3YbG zSZoRC-?%2qz78qP4%(N$7N(oFzG zxR0ExdCd;|v^OR_P7p$6?kfq@#vI_|b(!7+s{?9v`fOYoXqHA{UfQD2u zgZSkla2RNNdp~a&3E!&xB*>WqXUCySX@wKIAAa`lub!Gj-?0;JECOj#QF$y8YCvqM zI)2LWL!~rrJWcVVK?K*v>q%`BHjHc;q|dLX0#~<70xT;CApEAX5%-WCOcqLOU6(`c zE9ta5pFREz;ZA-WWZCS1T3@Wr;baW}HCbVu*W5i|xji;dwc~DkI6FGyn?Z>qtlVBV zpq|-n4}YSNe{#(*9iDz7eRkFx6DR6deEm$nDsM!yuYVPE(mgEEFQx(^ax8+Tsa2K6 z@)Dn~!Vcv20+ra7Ck`b2_KoSQA~ldB%aHtviwlda^04gVXh5@$S1&_CKWKY(g7&E6 z3q&vnORvS(0UGI1-xqk`4}vtv3Rz7&;7DN>%Sr!7;L_^}tgN~ZK;em}r`2XQ;xlmi zhP@5S-Z$rTX}RSA^cqVJh1F`+=MWwJg>dp;S86KuO^Bx3ET5KqBm>rhiy*1n&*g;YK|tJBPSf(Oqw@QV*{QD8fnDEgaWuBl6|@Af zKwB(TIGYVv(A{mQ82bWl_4VmCTRcN3c&lUxWgOtbz+7-lmmfIKFJjz^;{h)mwKzs} zG6}@`-B(MJ{{SG-o4KwRSxDfqF`qSlN2nbpml$~11F*BcCB4r$1?Jq$(^GB2`|nTJmw!5c<#k_;K7GO5R~-_2i*t0fs`BUjGjxwKtb}wQTJFV5 zLOexK8z=#%L3B07DiJuv8iO)DUZgU+uqxa@fIJ^`8**8@M! z>tpb;7U%k0$a6%ezq{hmN1BMidn7TNk%1V4_o56n>s?W2bbd;fi|-NAc{HA%?e_DT z#1&|?HTD&J#KB<+(EN_nvu4QD(Jz9M^Crfo%0s*SB|qQ$t7q(l>XRH*O;o)6geyX1 z_JG{|`rs{ME!4#Vi*-Zcen3EfO{ir7d~jZ?Fi#)cbNlP2X)SsH4JatgbJ@M# z79_=5Sq9(JfG2cm!0-WIV6V{`XnCp*n7ALJ*f$x61gV#?6ys~cmRp8{N5u?xwSV-S zPF#+~3Lw8+ulVfdCUV%8#5(cC0w7GZT)h{(cYL{{H~FHZG@;-e&-v%R4xs7P1g;8$ z7F4lrlcsC*2cFhnn;x(t|Gg$N?l>oY z1-9hd#z$^%AkB$2oHZq=IN9qJ z=M)H}s0WX4p0}59Pei_4NS{qo)Pl_fXQc~q|9<{9L|9Z3Q1_ry4xLcWQ!79ebDnPx znvH_zs=d6b{H=TDk1n&fG-vfBEORhPUZ8UTUP-Z40Y>@|i?H~kZP0DheHLNI@NYf` zO80-%9;@<4mdbdVUVl=D>*M4@XDzJ$cKO^nKa;B~W@lTW^vl%2$Hqf@pPz*dPh+3H zqY2;p6hEpmw+F@gT1AOGTJUuUA^F)xKR{3OfMrgr9{jlO&The+ghY#sF&U%wJw>uM zPDdOu`5))+Pt!j;`|nTVPfOIS=-k#6S}rW#Ih}}~#OzPr>-?()+URk*#;8AzUc1YRtj9=zNk$shdI8r@Dm+qKKxu+Fq;8Q_U@hBIGWMRq z0D=c;zK2rwt}i1tr>^LBYQR#a7_P2YwxEZ2oA1dnO?ajC-Zh)gC_g;@9Zk}NI*^d@ zs5|3UJi@YZliqtt6GpC!7(3w@?ZWpH=YRTawKZdm7F+>yiQYP=NjH(Sdy@|&d=|ko zyV)aGXovT#PnxmjY)kHGLVpD+gSkug;FcDC|2cjwxR0m&&Eal8ARbCE6B%3&q_jRh z&nQYlc;6O^I?`yv7wi%wZMJ{^e9PZL@*go!fZtt_}I8QqITe1Ojo7$~R^xdq=(e=GzIBy;H8< z_AG!-8_Lq1Gjd7$`}rHqt0OwDg9|@c1U6mMr3ECft-i02FM_3^`Lbs=d)JpjFXOel zQ1{#Qe~6DIr*Hx9Qwo!~rd470J=7KF9zNiJugr}zHqAieMynfhHOimJ+g|aiTpM;2 zkm7GyS^n+vxl^B9t?1b7e!l>M=JDQ#=I(v`rB|Nc2*K8bDt=LCs$SWF8{)?CTf>_0 zfJtQWZ8<;CM)aBjo3S389J>_celrnqA?50O6srZ@jfung{QrJ?ZYO_#n!fzg`J>Fs zO*(TNv%mGE!WA-F9*n-->%9CtNQ|15WB> z;w3ep>yuh$>zQKJL+AfL*N5SPBQX@WR~Hu!5WE}HvLOJy>W6Cwss}5hLYyXfpLOhc z{x0sj6`1cY2@kKuV)GH{0DjV|sT?_6P+7l-Uh9B18s|?0Ihog^`d*2{mj#LP38FH) z(tqar`K(tU+n}z_haNg-Xq3V{cJTQ#*Z-d9T?L=^{uj8gcfj7`v<4vv2v|M&PifhGE+tt1*eI7(-t;FHe zc-E`zC2&`Ipj<=6B^DfLabf88;i-M#;<(!q zz?W^vWIU1!MqfNWP5WMJ7ydYY@8gnp#NkJ^p^#&vyW8Iko43pATs{;BJ@qVen04lV zSHjnIW;~r}@!-7=3=mg~1o&G7mQfuZsFXfwVRJ=w@A7qhUAW-p*fB^&^JK|iSsPfq zIl#zb&IMK3XErbB@8<7mY(Qa-v;?dXoTJ7%vAh3h5-`};*DGfN`JR|q;k(HnRgFTSgPO`Htu2wp_N^i!_`rO#vHV*I=Phx5(y zg^vj?l#c4{O!OcCjaknjZ~b7UP_i#`e&ychXKz9t4c1smxF+dF|Cmn)U{R`Xib-?B zOj?dvje*_sb7A7y#|+D;^Zxr&Em$w_o}csXZ#=tGmk&F2Mep9bz4!6=PuD-ct8e~v z{*;YWT(6X2)}LxTvYnT%PgefB^1U-(H~n>YO;JpIz@{hF?&F8K{&HTJ5#SP8lf;}i z-&tNl+8~27Vw_e}C`ax6d}hL)Im(V8*rT(EX^QvYqE1G3DW2 zZ+&}Yi3eT(zv{)L&zooCjh5p>5}gaeG)E4Aw%GaY>t>^su^*%sHLiZ%^L*ysT(Q`j zBn<;9x1_vmjKGV&lAvJ)KIjrb>eeN_+uzY2dPs}K@C59Mcr4-FsJv@FOSHEx7H`3Y zY28j^mZ5}T;t*5wXN@nFhQu8yUpkxjjL(}i&;9O#BxKO}%vI#7116bEgYO&i!4Q&* z0+N=y@ey-1xXXoz!{B92kq}ha#sA)KSXi4kRHcP1@}cqA)cnoLz3a=Xr8A$6pWwpJ z2bb%EPY{A|XOBlThC`LS3ua7LaXa_SpK}eiH1bpu&Jk`638LcN_k3fYHE-mCra3`< z=OlN}x4h=HCJeLU&<~&ei|>Wq^Q~aW67w690;t<*({r2;vu?Yy9sY_o9Ns4AW5$7- z8wG6h!g!$Gsot&d(@P>7) zyGcrTEoVIQ#A60N}{`h1s3Ex?qY+@VL28SL8s;JO&LE;{{ zTT-E#yYP3mS}5)dM}4m)+J3o!iodo$BkD%#);lb#8BeIOr%hxWYm?ZJJ#67k|IOczH@1_% ze>&YYGKHPGxCGd@9f%grt|F&x-vkBW3|0nxi~nIlz4!JH)V+`M)?OImbG!F2Rh$H4 z`*5!~qT&_0)ERb%pw>SQHZB{F-KqtN>_f(u6Za9K;@1tXD_C%~ov_j4_U?FSR%buH zil*BDb5B-^e<(kmYeSVd;j@+k0?E65g2ibd8$)f19)i%5E*!% zfTy_>YK(+jK}uPGsY_22Am`)}Wg1RH&L2o0`||Dw5QtjjydQ?WOF#T>|E@--8yx2T z3f7{}Ga)wLep~*JTMmZ5IwlM|4erY6FrNf!LC!~OvyQ>$tieNNM!V%daPma@=K<8c zLtpUaOuhbo`S+kvk}76j1;*!WQ&t~tBZRZ_10%H~m0hn$;u)6r?r#%XzhisPN(jDe zp_YAcKpALq3Zy$U9)sPas$$gSP9Rib9-Cjf9z3_{)-oGQMC2U&obFnq;$dgBdcN)@ z{@eS{Rp!b;{<;o1&C%NWT?KVsD5Tc4=0(Y#?K2+*KJTZohhVoWdvphj zD41-Y7h2MFf51D#spq1%nmK=6yAIlas)NN&90_G}~>v=4o%Bm02uZ|ASd zBjZb4;aBk9?~Ime{RZ;s>DMnoeuI_H^hu31Y|8vHX zwZX5nWB;*z_FDVm0B45~+J32Gpw8G#$Jk#R2$^gB56t=R`V4c8*<+aVOFQLjC(T!x zQvO{Dv)=d9-udtOF!t2He*bIwuz-R|{CCWG_Sn?(^Ts?Fyz;6+9cMX<(encRy-y6@ zRaj398>bh(VTyU0CCUR(YxROfj?nHC@r#;VSg*l4jLO9|u)}OUFxbedMA=7s2Ll+XGh~klsprh>GV=>Edzmm@1%9O?gMhAqn$yPkGX*@1Ac3 z9p%$0m$6}K*ntB+DSy8`a63$nCRJ$}oZ+?<_%6AIY}7EzCq4gC=}lldKzaYop5=@C zDU;GY84)PR9ffllb>BqzwMu>xHc6Nhii%C??gZX#+$blqtpnjpU6xzl;t&hxJWg9G zEGVPR)baK-*5BTL>YT${71CJn>*eb)Ha-Wy<+!ms3>rg~{Woh)&Ch+%T9*{MgsbGI20!x@rIjfmjfQUtXV$r5XV3mjyS0R#$$SejCkc@r>!g!AK z;;PeouJ2b83yu2Yag)D-#`Q9@FR>fQ(TLPp8>zucvUh7~WRZLSUT8J6x_HQ37#=XP zxJB%L5+ILMgew}3L2SRwK(;%(?bVV8SCtMYVnYWR`s9dN+`qm5{&ao$r}Os+Dy;9b zTtmx6Z!Ft=Rl(1dzmn^}N^c*pdArSs*{`aer!L&WB8j#S9JD_!=Bd@A>*G>e^&6?c ztRMYVxj%nrmp=YDnFO=H=6CIZ{MEc!w*L}OIbX*@vmzOTSK{`)EMN6DG~Nt6O61ux z#=rG1Ts!TJpJ@O7=l6RR*VGNMV27HA|LNQVXk33))7Z(FQpW={(BjVbTluprzs&zv z<^2D@|EmQ)oF@Qs>e!IpPVmIVBFbO3XBpqZJ-VTTQ0iLvnL%I1U*`YacCL>u>17Yx z1O^OgCj0Dm+k-pHuaka}4O>z2(OwAR9{&B`!#nHyU3#zbKk}aEyVMtI_?%f78_VvW zFaKKJhb*N|Y=JQr`nxLyzxKbx%_iWhOwmC-<}|@mGo1h9^7Xs@w@Gqe=YYr$5WCE{ zsNqcZOT08KDGO7vJx`|H!HQ>q;LsG{|RqG`m9eOS~!9r+>g+ z8t8WKas&5;KX3f~Z___}onQX9@rR}3e!On{ujB3Ql>e^N&rcthrAFItJJbKq^iF%| zKc@v|u3Wfx^RN9c|EeET{z*^2q>Mts9e6S6|7X1a`LDNAq+ar)?t^(Ta?d$giT;=4 zT}25o7|LdV3$Bl6BO`wQe%@apr{3n2%8SK@hDwnRhfRMyA1#pfI-lA^#V6r7CSm`O z>6iTcs{a4!^u3PPmnoTSo$@sB#Bm~>yFRS{c>eBY>D^Cyg$=R8@ELgXf8BqY+a=XP zom6lrgj%?4l#7JWufNQ z`v3lVi~v6_mk<%{4*mKoDcPxi|8siaSos@`@tt`8y1Y!&GlzW}F!z`L3+c}Mzrz2Y zr+@Ac;GRB44%-PI`j__p`uo!wZ{ISjArnj?(S$cL4*lcD|9{>x|99SWs%VT8h#`aO z3hbpJD!-mjJ>_K9T>2Pc)-}cl_2>WR+n?iYc;R#_KCB@R5I@@XYk!_%^=Yd5`wUR< zX>RF82gg5NKBB_nP3y}^p~w%}9m@_F|M~X+T`7G2RA{bv zjS|`<2{kf`bN{kGQXFKBLm?Bin;VMO&id!`*G=3-p?8!6wk7V@bxqlQzH4XuT^G$i z;oV9KvGF&LmbU)d|G4x0|J$_L%3Sd4o8-_qjKKA>%dfu&yp_fZToRbzP#Qm564Bvb z_V@p7eskZTqI8MCQ57VWTqnjecr>~ZFa{w@A=;MJ753KujAQk-Pc;r zz3%H;<9_zuylQOsZ)r0BY5ebcS-Bqi_tP9t3;YtxNLSqd$Muz$FmI{fy7KorSK?Qy z`rl7?-n<<06*XQ1u`G_vduyM+lz8WtdrPy!NR@Web(zBd@&0~~t;pz1JvDsSmQ|~s z$hYSG+6$ef6xp{x)-)-qZTA2C@o08P>`=BD1&rd1*f47ICoDGN+tp!2gs z{`u{DMx(v3^X5jllijT8nLgc`{FzZ`Q^j|%zyp+B!j;-<>+#=L{{Ku#;{b_rWn>-H z8@<1Y=)v0OQ7#?f3lGk4z)iOp8Mq90t{IR28883+THFsl*?P9098U0wRSWD}d%xC4 zxy?d$GYjG@xAJ?~m&vIPjs?Gj{75`0suF&%S>9$xlx-d<(3+ddXP{uKxa%|Lom= z)t)q8OR|HC8Q$jMwkmzA^pBfANJ*mjj|MTr^QTVrg=DY(Jn;W@2A!F>7CD`_K({$< zxk;*@PyeGinRqhzu<)g4N$&^LOk2-!7j; zK}3I_a4USH{P_z3ui8(?-_Jh({Os+!b(Ff9Vms#d!vAOb%a7Mjzt{io+r?j)y1t`a z>F-~y?|-J1xN1>@x{yYezdDd45h*UEe&BLBGlgR9T~ zl|25I*_6v0QNQ=zdttw}(Y~LqeLwqr`Lnk#V%&CD*}}^6jlZIBT-d)lKmU1r^7`|L z@BB)C|9p8|-u}w_6@gz7_!WU)5%?8>UlI5ffuBDDe|5d|-^Ty^4E$>0uL%5#z^@4W ziomZ3{O?ELzdgVI)%*STA{5Ep2A(vtLRVcvs<8`ef4<Mh=%-IV5_5& z-dy58@4URUxP~}9bSqRJl{1QBQUB@A^M7{zvy0S9b?sz>+Csf_HugW?^EK{Cg!CgL ztWbqqvbO*E&o_QG4HxQk60pI%$q|8@>wZ4|e)j(Nv$ya6k6HS^*GlrFv4h=goUr4w zt&moa?muq64Y`@F*l~pw@`-btOvLefga5rq{b%miSqPnIiq~murZ$VpKcKypPf^A<>`d?O2 zv|lT%qHCAkfi6p^wR=xe41tag>W?<+&w9OW`>Z_NQ7;UaUJ&oGJM8T4d<2zcW21zM z66(co4g2i{k>T$bz2CEKY<^F#^YHjr2BC_c9tyO_+`~L6hT`{7n0k00K5S~~d=yn7 z$8tbd#`=2@>oN!{>NpWt@&6t{jb`HeTyAvKS99_`ju(x?#m@K06*Xe<^anUB#{K~J zulkm``yNNN6k8WNM=MX4rRZ`k2X0k#v0&`WFzoo^#$ZPn3qy;EF;+e%dN`tth2;O^ zIAdW~)QTPHKSE;1`j3#<(Z)iO>*$zbXK1g;p!&TZVWX&i?^D>BG+5m2-Lu3V&oV7P zU=I!CTn6IeZ#4=RgJ=}}N)FK$3^zYy5slsUXLv-TSJaG)$sb{Harq-GE;i9v3N)XX zEHtC&EE+6MG1*wGqO+Noc-^agK-1jK!}*A|t@BYUwTwqlMHj(2V&X2e;y&0y_)|r&_3)>PV9Nq`5qgw5eqcd~1h<8G zNh?3FE=lGG)+OaA{YB;A#{WP$Yk;wpgB$#va&QAyFp8=Zv*$-M@>Z0!rW2Q&C1%&&F+ZJnqv-b z{123~1{hm8xWV5k2RC2^qu9#9U1SaA;4ZY{KG@3nQ$?_q^QVenD+hOx-<0zM3rab- zEz8RJfptkaxUKX{%CT~^vhZ+oK4NNTxuhEY<(X&IOtl(|UbJA(Qhxx%R?BK26J~Z= zZ4^XLGdO0Z)o@`n9OtaGy1wUEK4d_ zZJ}OLfRpF<>~sH+eQX?hD~HYe4?x(gV}s~0jAI-4(DdP88yhNshT>!z8@!@kY?l8J zip}sJLb2J!hHgeNyCMh0Ds~R_5~C|}m)OM4rCegt9W@77E%jpbE@4$K{vO4)%r-WQ zI3d^^eh;C+F!+5o51JGl{Cy9^5Q3Av@1ZN|#OCe~fY{9a0T7$F?}20}*1k_~UW&Sl zrS($G(L3u^F~?xG;*K~D0Cv1F04hwhF_~O{6l)9&6F!`g#sF8;haKl1!my+KLl}09 zF);F_i2m!u$kQb$1})E30YyW$;Ev~NJ9aqHc1lb%(RrMI6ihSHy(4 z+*+r1OEB~pgFRyZUi(T6E|!)st4{Bh@-Ynjkf|jk<{ak_xWZj4F1BzZaq)#4iHor% zBONlm#=M z;WA^E#5m~1RRFVL!pSnOA}j8JP4=HCfX(@zD1c2pt^%~EUW+pyB?Mggj6XQd`Hf}9 zC0XDsx1^4hyY)X-2QKsv)bWQidK9o8Q{BhC2SlJ+RgBCkkMz z<4+X8RtK&Ezo`RfK1v<9@|V?t)3&4zoVF!(tlW|Ru{v;}f1r*(gkq}$7xX)I;4=TA zI&c+OLmjw^thfiZI{rifY<2vJ0@&)nRp2*u;LJy<16TgCI&j*S)Pc)JyQGfqcj~_> zgLiqJST(DxM531v*fYuxVc3dT31h&_Br8pr?KX~CWF;7LsDg6_SqWcJH?{)S0AsVi z1{j<9m0(H~>#OomjIYe2#c}fT8*8*nOs~W*@70%g@V{YyyjTAoh29Kdvx^gg&FuG( z@Am57XJa;oI2ipNxW-=nd+3Tfv6=h>AU2DC0K{hSd*E+-b*wasx$o1ID^6E_V}Wvs zvF~xqd;H(`{lB5m>+e;)5rg@`9v=q)nT09Vw9 z&Cd^E*zEiehRqEIMv7tvlOkIh^L{%6_$|8V9q6j)E+bf$M?>shu*!@b*<~{YW=vbo z;`pP@{xS#?Dx5K0hOMXzJEA`TVaM|aAna%^f&TTRll?Y)JUm+xdqLF2^Is1*{q~R( zo+^#K5GqGmZtw3;OexFR{r*A~&t4Q|u-}FHqly=rWG{hw5uS7a^@J3@diD-f21I2< zDzJs3F2DZ!6@gz7_!WU)5%?8>UlI5ffnO2$6@gz7_!WU)5%?8>UlI5ffnO2$M@4{o z+&|hpnH>sE5J`(p@&Z>CM!QLWF4)pIJI|R*2W}-Le<%;8gXR_1uSDW@0FSKaw{l6> z!7&m!z3tD1K=-7V+pC#kP}ks4t2z;cT;ktzBqvcBDk$`PUXZo~sqZemC?7O}hm^0j z<smeI#dw2&C_Tg}iT5jQqaHII&`PTZsld+mLSwS`0t}g$`BYoheYNA?3^%){ju^ zUw=r4hhL6kqiGrGjJDi~`2wrx_#EgyvX!r<#dO8*qWz;n`!8pN?LY24I35luQtRnN z-Iss2mPPJ&Pg&&l1ZlkfCd3Y>E2d}~-|&F8f^EcIa$L~L?Iia`F*?wp8?;M_gbo%Y z3w{_W-VTOchNpPVh@k(K)VP~^f}n6Fe)}Ky0kdHvXucz`d3SCC&^3#ZO6bl9Z}cXQpXzl$SYCJcitgVJPmU^w@Vg%Zej}oj z>_RgjnZ8V9W7{CocYf@>Bz`8Gr&Q#rP|*3ydhko#P8xBD9o|Y$3ga^11!A&pnkO~6 z;DsI8*DXcpz;(h0R18XV@KMRp!8qO>fU)L5!tfLkbQkRu$vG4nPh zDSnyZ7CTGO#FKEpko^$cw2A)B@Y7h3O%*ULp?wFms#o3Rbo52;DF%y#jcUNlNr44h znGC@(C$|-&(RrrixtbmcR4D+6HhfS!@@N!vl3mO`g-XAt-kW>8<~A^%ao0HR?u}>~du0`iE5oYs4`DUO z4+DAY4L2%>jNs`$KJ#3q7?2))T72?yDKOCKd-LjTI1=*3#;NnZI=qbEC#TY(2l7K} z_osZG0QN0e!CFWA5Cc~`ew!0{Q2mRvRMxB&I?jJ~WhlH!{m57|J1n1Z3~WRF-h5K_ z2C^ghTrh{8y|jd#9w>YnT&OBXt%tXarzp(s01W|S?baOY;0}W8?4N0b0nJPl-c#F)SVuPJAUdBo1=$2G6T-A>578N>*qJ7t1N{X9Gx8|)HZYIe zT-HtOjZ8L6iU9!@YjJ$YJI4EWjxj7W9WQ9k_J( zFY|X#wYk~AmlYngq$F+&m(k9&!o^c+tb`L8l25e3ZRD9x(xOcS~#BPEP}+9Gm(* zi37;iH@X!!Jknt6<#X%Z=hgml`{oU4zLh1g!-=N^zE1{tfx?aPj63dJ@V({Gfm>(j zfIUql*yc?K56;&eZ(rkPiiHYdUbL<^9KHt~op{jc`i*(> zyakNtbk7~J!n1pq_r-X4iHPoVGs+V5eA%IKZ2H#Dy=XiElbUh5+7Zejf8rPyJk<&W`qA&b7kRT6Vfp-iKA=4J=RUuMGS;Oe&+ zfBnQ|^!+t3{;r(22xJ7PcW`h)*Y3W)m@nMmYw5M?`wme-&Gz(sDhX21bV!$c#GW4B zdldaD-$n$4CEP3EQRagFhFKXI2GSr(F?HX#P%&WkoNraD4@8U;CY9*K0eJNqErFrL>fhI%_I9$7W^IHSoc-$=WujN{>!|M3{`h__jK9KFvYFii z-m=j5qdZ>(Cmo(RaZCn4>aNkcmT^uvNH%cu>3ME2*vWcb@BkHL`6$}Hn}HONM?W_{ zu1pV^J{tF*m0nx_+*VBcn^ZJmqi0%c;e;&!!c~-ejv2xJmuID4&BOw(9BE1Z&MNR^ zaoDPbHx;?>$}e@TQ43a|tI?6aZoDe~UR~#DU&=Pa1rHiR&WCI3T_VCu_&z9xGF`G$ zdHsPfjDddW?l@|FHYDE|p~wL;UmkpY_ZW)5Q#+fktC9kOHoo}F@-(pK(3@?1pZLLx zPbN+7++1+xxx-^Bb6Mb^)o4N~TLeB9lPXib^+#Cd(w^{8X+c8DM0vd#2XM|JoI`(; z5qwi(a_I473{VJ|q<(qlA59)>lcXJ-o272?lta zR8f}=U&Wt9PM6TDlzf=^)$a|Ni32PjWX)mQbPvjvp3J!`77F9b7fj49v%~Bw+b)NC z@B-_>q&V6`)G)eU`21~z8B`U#WqQF)1Yaf)o4%;u0E*A2(!O{q3_W%S)io990jaB! z?-WSNfVZH9IL7=Y~%;$4cn6?HXN#2{- z7*aH$$AfGot$sTo?3$V+x$zK8>8qV&MJNR@=QZDkpWV*os7Cj**YbOB-_6iM*S~TeZyQEDZ0jGR?d)G4>4`tZ+~1R0 z;r8KeRA~EUQg}D?GG=`?;GyICl^C;r^G~`-I+lT1Z}IPKYWYT}fG+>_Hgi-%3+BA0 zjiHS?X?+#i-~D$-=*BoS(fHr}#r%FqzXW(KK*j^tNmRYzw-5k1lo7JW*VDkxfmR_G zbqeq;<B+4HntKKsF-dm&GN}kgM~~(pEv{-$r`H4Y~q0@G+kuw zM+ty2*|s_VXH-y6#NqUB6Iv??X?b~*PN$v2xemOV6W&Qfgao+C8dAl9$ zM+-IJddp7b_9h!JVSINed6zyknneH;nIL>}0ys5}Jasa?)}d5OsT*ITkfUL1gR zSqPABVNnyX4IcFn-cHt+#&lexx>Tjy_W`70Nr?*TqvSLz=+nf_V=f!CN)b zGKI!xV9i%iK{aYFSVO`ctN)xENK14aXpp3Wy6M+@WXCsxz&o}Kv1as8)9}o&lc5M; zqP9P_OO^}vgy;Dx0BNu#&C#yJrwFLf#5T>Q1R(fAn@&}q(1f&`>jF4)?Lgy|W15pk zj3Cz`I`a~I)PAko==N9gYQTG@^1eD3^?E=J9=`rwq!~6= z`QDGawOXH&*c+ zgHN6biJZ8H@t3%prnQ|BGygML)pxR7HbIx)IbBsiukjc?E--3T7wzoRM%#b)6SE#z z_IvqCnWZ9j?I1hs`x?1xK~MzTOSTxc)#rmfC&u2pM{@v!I0MC;7+x4P`DhR0IYpq@ z;bxO{Sqh$Nv8fq!(FK&O-O=4_E#T%nC0>j2b>!~c;7MsMb6E3ft|I!FFUYO4AUkH} z1R3ZRXVW>;(S9!9UnYV26~$dM*da^w>Me;Q$mtx`OSm`+l%ADI9rx@(mT}8hg=)$C zGX!^FYN!|gjF{t!b}pkZ*R3K#?;bU_L(%tE)Eoy>*TiE={?EL+>D{VLSQQJuX7XJU z3m98!KZD%wwKK?hjt#ip{=fza2l;t~5AFawN-T%3_VdE8+DA3@q~N`_vUkbP4}$c`E6QKFn?Y_Izl^2LHDstI#DDCQ8B7TNVF-w1utjkD9>&UfJ`hh7RB)pU(xK&mRFPm67O0g>J;j z*=8L;J%80!@}-D%lNe|v@9+-8!Y5+HyS)Q}%VxX``wxyVxcOD{ z8Jmn%{w+rJ5(e)vhg5qH@l?NZ29*=juv6^=&^<`=EaB=aB;P%hMOyDRbdvo-BbV&5 zCcnF0t*>Ate+Gpgu)Bv9r9tDD$r_Ey?C_2kXD{R24iK+mIPzAK4_=sOW8t;q0Mw!p zq``-I;cI;^DrO}`Kx`s#lhalTQjU&%QYO*`;!>gRLBuV9TQ@Kc#wan_>DBRnq8GbC<0R_+&iPoCcVP~|p3c0!LT?nPB;Qri zTi1gS`Onu14HrT)nWzhZ?(z z*?^zXM2z$T>it{GqrvWX_keD5e-@)B;xIa;_E2)NE||7yfg58R0aYSiB0P2l@mX)x z1_;cdXKmrpu}U96`l#frm5L+0_wv?9yZ7f;@kex*ubME>a0Izgr_Wej9tQWG-g#ln-h)Wrk+(j0yAHY-h-v83X0FNKwXC=IZP}_} z&N%-<@Gf7-opo#X(g{V0+J<9T5W;Sp!H zG(}*zXuKn)MGBt$y8Y3SZ>z^=>)zcLs$I+>?T7Rlx>vrSR%9kUHP{K7dd+|4b67n- zCykC6x^1F`w4EhU&$uP)$Kzh$4BnG;Z4CbKp(>HSQyZx;2{@JHehS)uAk(1)%l` z*SCk=ctDupcE$~c0&r5}Q;sH!DoABp*M6c*7AEN8M{N=~1lI2?>1aFJ3NBgu%yLZ@ zAk-?R8ePK{ut7C(XZ5-hKz?KK;ob@tn0;#=xg4L3j??mLNBHHHFhdFpD6_+|ufW_5 z@SSJeZ}4mk=*e#}!_VwT3bMJ0c%0cGS!t{GJDnXsP|M0v5RVTY`bcOXSHl5#$oku= zUHM=Ovd3bPKnX2B<7|0x=kVs5-f|Q}8n%?89=S#my&NKN7rZ9*<^|6|u9moU%Mh$dh;9K{$8x+cY zh}z|h^SQ=l@J$kH^I0cfG;ho8TY2S|73iEEdjhu|J1WKU@-%$x@RdHsf*qd5BSlIN zi-1S(78$9$`JiDme@yjt4v^9Hs_K3bFWlKoGzdN^0=+tGZN+y|aKg>tvQxh<7$w@3 zEhXIoh?|4brH)-kj))u#jt)hwhsj(ikZpe8&gl=sc^91^!GoGl@rA3$+j5&6ZK>C0 zuu0Bb_iDT&=sV}}#&l#9-2ap=r1Y)_3Ebp)l92fhta3glZtnKi*S`xJk$Xp8u))e~ z=ZME#qF`>bS@^;cemHA~xMnAE0fMUP|Tb z{*{|K0UYaG+`=y*3A0*ZCF=!usU==(O?~8vgeS znECd6>V8IrE@`xVlhbCd)Z;DadFf8^0lH`8htc+X->A5r$2+6bE64L@tF5;`2%4kq z``Jkv*xEm#>%(8 zfH!hvTczPm3$}BVPyq}!vCm!@m4eTUGQ1vxLaGP-^a=la$4yk#-dbNf6kFE)TBccKdeDjA?Rsv76 z18#x>J1M(_O%H(^+<(7JAQ3VCK-zD6z#YQyQo93`fuMU!k$%)5A#Cgn^eQ!*T6JEd zsl|MHYN`mz@6yG$lyP4Xhn20v!|U60_*lr%7C6;c3I`UF*2J%_;g563$%gkFEft5c z_3qN-Jb`H5mP_4x9WUd2AQQU2ccZ$lvAASsk^9}wA{V7~H=!j!3fkaFvFcgM17cU7 z^AuO5;PLE`w60houpwvu2B_hLk6lFvX51CQ)aSURl2z>2=DG>42Pnkyo~QuzZ{kIR zH=aafZmK;CB6EkA?Yikxy#hcW!|NwGorG|_a-3i$WD3!68PKe0mxg*A&#Bt;cZ1fm zYR2M|Qt;}D?2%H`^OjugHP)^lxL|&3-Zi0aC9u~q%;%)9EZm!1l%NU?L7A^}`57M6 z`$rO0l-H+Iktypj2k~MLI3&d6TzE1OL|ySrr2QBGdD8E)-?1!2od*&SHg10eCW>G0 zrzS{2V4*l$7I24UVM5h}jzJ(#{!ohS1nT+DS$koUx3kE-PmgUxno1x=q?D?vkN2AV zJ`inYGmUM9UO^j~m?F-=>}JI&XFO?mi zXKO(Vk@O9-_nFA)CVd0(c6X>PNYm7GHy-qUUUa<2;ScpZOA4Qq7656=TgMB%9s;My za?yg#rx2-`1eH%H{+uq>*S#YQ1YZo3hF_TyLFwmZLkwcmNOna==-JUbko<1>*@ZaQ zHQN_RpZaKBU@J5e%!^9)O@W-BzlM;!jh2K(|31=6~~ zC+Zuy4PKcEVEz#|gCY_DNsmrW ztKYi`^1i8FV<3MB_K|zOz!OeHRManaRk^#vo7co2(kKK1I)-3_d+UhcMx#w1Z=Rh( zWIo-NDOoInZx0STZqQnLJSMTJPAH9Nfwrj}-3KU=;Xi%;`MdMY&)z{5=#7x51!2HnMsizisUZA%IW(0F|_rzzCXicZV6M8!sxWBm2C78H~| zhe`9$f1N#k4fFg>?Yl46@b=1}%WoP}*UZqy`0J)BRiM^@@i#Z(q@PwU#@~;62XjZv zD$xE4GF*T0F%#qO@;YJp`f;F2?9#9-WWTmSw@SB062{g(&v=fH$nQ{Xf_--LURwPpVN{VB zO`nW3ygfR(UCTrPP+adeZX}n6!56-q;PMa#AIbzpVx_pC$<_xtryP{P%-C0+vHh|z zQRd5yqUqJ^;W@Pp3NqdvaFVVFU;SPJ$dNhL$FCUx3)SkGPWIgd+FU{xHy(TlGJTJx z9DkgM6bUj{NyfOtwvbxyWVb+Yt1o)8c!Cgi*=l{|_ntzk1jS#vnij)-EU&}DX+6-o zT-MLZYiE58NqSWaOeYTZ+i9H)#rj6#4Wp%D>jx<#<|DfS;bLXSDU`mM_Oj-mi$Z-Qnv-Cy{eUI{Q8uqxfU> z-VF2u0a?|8-kaluaAf4HDL&H_Vm++HC~IB}Z_~TgHZEZL)yj4)r?*-QSW!lPV#c9H{M zlVirkmUXYM+Ze7x<12H_GDEsc(CMIjI2G@U@lSmheI@>GOqxL>jP_6_=6RY%!uIPs z5RAVT+l!dL@YbR4KfLWgb5Jwp{>_hO1Mvkg{<`~Y5!hAo5RH$kup1u0$KZcI|DZ-`*UpEa*JUqQl2l6~+5`C{?0NnBHZErLvK?BEk56D#!aBaQsbu$V{Xh4vT;OiIw z+P04x8?I`=JWb2k#ZUHNR`T|@=kn9w(6fkVK7MUT$nlcrchX|vxo_7OJMeQs-F@%i z=M2eES)|kA@YBbj#lD-zlxYeG3MY^Dr8FS})0g*g)Q3a={f(}AN0Y!@oZ2*kI@g%v zD=jYe`?Tu3#_yc*p95SCS>b^2`W=;HZxqtUM z@7y0{uBre7w<}%vHk<_X0=CjGe#?g}FFwC!-cP)Af6V8hywWF&LmRbW+6_`z*rpFg z;w3_eT$EteK}JiVgR&swGu%DtApt2RPoH6+(FZJtiAM>KXuyRFh|cM~_JHr~X>){j z8qB#n`)pKfLmWl5jUVyG!cZ$2D)qyc!PKLV;!KT6u+Fl&iAeV`U`jS|p-`LzFNYS% zO*S>;jX9pM3dL# z_j5(rs0!^f_~tBMvcb`F@TeHANyR&Dc=o;&BN2%KxES>2W6LEanEN=^BXd#~bS5`` zQGF@_FGs(vE}qv1FQki(f401B@)PVB1_;*vFfazOSU2iMWQfgj(b6+gn z!B{Rj?QEwi>Pv#}6VHdQGkgrbUGTpX{B;sgK6K(U+uMY^5hC6)5D^XsFSPa8 zZAb!vQu6G_#TEfq1)a0)?oY^*MLRuhlP7S`)6*N1QmGVQ200jqO7Vw8*b#?({M~%4xA0* zICmpX9G-5M47VZC2cvueq`XS%(7(#DXIs1rn0|h9v5$QY1U)`4nIrNVVcXPu=iaj@ z=$0+e zwee?xvSdwJAqOvXw2RkGC_o2Q&sO5ICaJLHre4$Z|gM=i!XQit#eck|+PtBU$ zF4ce~yb&j(m>t0O8pEpg!_%O9++muds0|q*Dkpbqj)j32_r&HY=7NTiOxdlwl3^rG zb?Otc8bEaQbYQvI6zEI{l}qbrLWrP@~ zOutDt&iPuWK8arMY|D+mI58iF#ye8Q426E1N84|CzA_B9e1f*iL~<5CD#rLby-Ark z_&CPj2W$nB*W@M8c$Tc)HXE2Q-;Xo$xJ=L_65}uFdaC)1vlxE`1PSRWpCzKpAGYo$ z?duX>(EeU!$!=r~*M&z&1pKBb%z*fTtQ~v~d!fgvAz>eS z1@J|6`=wYrX_%tJRH=B>1l(XG7i*W-f?hGRBEuH0;B&*)E#Y0Wz`%27ZlTaKgqwSK z@zKWw$oyR9gm%FVu$>_G;!TD#&}-exZ02pvKx$7bU9Hb7c*Mix z^eLj^;7J7!VyT~sk>bNz)^d4ws|jRMGws57sx}OrUy#>H(F2@{=Ora3m0{>Hy(}wJ zIZ)w}{+ya!0!Fd0Y;}912L`WNs+9%ohcRTaL(Fd-!2R`ORY`~Dz)mUalp>vHNWcxs zdP#y<*r+Y-EO|T!=-pq8Ow&z~1~=RFR6ey)q}kN!zCnJ#IB1`H>zrkDS9{ z8iCglVUOYEN9#HFt@6Zb!JVl3 zQq5<}&%&98g{P-EbRdUmn3Y6~0T8QxKlgN833m2Zrt)4w&6jr;Z>FeA!Y}J+@R{-r zz*nU~macIPXvH#n$Wz?`cxTU=#-~mL+0CU)qpVMmuJ|m&i<7aC=t|;_l-OJ_ba7hb zu~stNwtutQ#RD~f;I*9y^RG~c)_}GB1&)D1$+w-I;XfTs#pc~y?uDr_}p$#SbRT}j$a(& z4J~eU%tp5&g_%Ev_61-RgM*D{0RGle;5L z9kSDaqUR&q3$Fo$pp#JGnqMpAIP+$Joi7eOPW-5SpJ<%DIJ7%qRimhMd_o$md!XO5 zVL}^*J1{@=;WPk)=MM`e6)Qoeaghf*IS^1R!dvX}Rs!yebAtzo4S>_rqvuN z8z@rC?E$G}Z9_2IG-X@qm>y7t>lY$5Qa+U_6yc)=(IeScZ!?!Bo`Fzbg8 zFAs1(xrp(%imjo+S`_ns)5>vSYRg^w7I#~?#jKC~(}XMNraWE7oo)q*2Re3M#4`bX zEpqF&^_oJ4qgtLvYmNc;oo|xuBpo56YXi-dl$4;C~#M>=R>}hUOVyeUI2%--V;~<446X3=>*eT5e;XiO%+-ha9r`q zs||5ifwLC*r#-!Fa8Iv)(aqY;=ylAp-zx7Hx;EN*q!ibo{&|9TSSL(dMk6GylECVGcBl@!s$6 zZb7b#s@hywp8@gqFTQ8Fmj|Xg8gJEku|XK|hSgVx97r&+bPNMqXremW;%DU!gzoq= z-#=gtleUX=7IvF~*VL9bo}-?R+!FhSh4+9z$fv1fn|$p64U#+*Kbl2@cSaw^kp&94 zYl=CqKxY)8Ik#yznll3iR(n~Dmz04f5#wxwk!z4k@&t{)(reJGQDJ3%ZWina>(Qh+ z)q=c_yB*~NGGMehmqB_(K8U+RL;U$38*F~`w1EBuB@hYT^4y8P7C!M8D~i87Nm|anrcv@lCrzYIgayA`u2wEukFx>?*j;U9Ty05{Jx85~D2EE`E**6wm#?PP%ciZMV8;qjQz3E7~8MG#Z(`lPEKwWR@$1t)t zmC!t=%6pqu7(B}$J~Kep3tusSowAzQ(7E9Hms1~XV9=JJ{C!!jpzgZYb-Q3I=pv@c z&ZTVv=4XcKrP)lO+RMB&&8^2kNk(sLS%m`>Q?-0&FBbvc_pYmT+D8ff#J}#nY4i~} z)vPv0NuB`<63ik?E$)F+d0)r9^RB^*R)$T+UcF#nO40WBAHD#!wru5~_fL@MF=Oqk z3K>veEU?70>?&C2wf^HNVpgcfO_e?OdLvj!-*r)9OC1Ent#9an&no^Fv~sJtpFe_8 zp*J?T?23fFns^-_8v7viwM>b)y;tC-%Z#`0Y1lw5vZ-(CwVvQ;d;8ntT^4Zn`Og;A z$E`uUzUl`~rb94%(%n^WG7!khSK1fw*u$Fnvh(x)CqaFPd1`_J34FsUpTU+lfCOvN zl{j2F4|jC+z3U_`2iE%@aFl0Xff4nhhDTEeK-1P(`k_NpAf~xS^hHl2q9yrokHD=9 zuvzNH_y*IPV3C6*ICYU49@aO1Q!k4LJak#w<`^EsO_FL%DkEO2+DEZnKis&w2Hv^< z@v}X3BAg#)olKnShV270ZO8cWRyEr4;bvV(IbUGE4dT9LP&ua$|NGT`gQ z8zbvpUj>iD$v27du*3RZv-gs!6u_TT#R+CMK&FcIG?lMc>+@x;)mwI*N6`M9NW^o4 za9A(k@M0r(FI@b5RW8mY8~)ShpT9fb{Os*}#{I>$sm%thYq>i*RbG0Q=(KIhS^9K? zL+G?xBOyF7X^&3Vs;Az)w3`B*zAYL`|G6OzohB=M?c+9d6`el!bx7WReipqh&`8^* zTKXUzZTHN4PkDbE8#x3gt^U02Q7=LTKQpK3nF!#T5#`#6%D~!M8G>Q}IH)hcOl2+b%Wmkv6 zUrm3)L#?wFT|d3MDE(zq2UzJT#Qyf07Z_`}znOHmE&PA%y?0QR&9XNtK|nDO1QnGi zf*=NRa7`-`M35ke1W5uah~yxGlO%om0Ec`e&+F&wAFcpPA|Ind#~II5I{@x>pzdxPIjWNvaO?1(1uth$GTJN$^a{ zzy#_CbZk$*@kbF7gJLH7RA6!7spFF65=L&O?Z~2XA}pGgYQ`L`LH5KuOJ@snLG80G zi3?%h#I-N6OA$C2+_`2bB*ECpR#|aa)X{ezMWKvL)&te~ff>{Tk%r3tiw_VenN@un?0)7|O!z|;sL zRCHB~dc2S>?Z%zC5(=0Oi?KR*bPnUx*5!KXOgz9wwF8^T8x$Oy_$u^%Hf&P7do(C9 ziYmfoj=XYSN1iLEeWj+lFmGb{?WG*zfnR4-R*^jm5t@gXouOa?s&|LfSFTc^A!aUz z@V+*f4SY}9bJ+PW@@@H1ER2WL!D)VO_OM@`Ae|%hnCRRHFs4ffZaqzgk*jf@Cz~EZ zW35oFMwL0rzg=s!UZ4-=xO*G;md+!{>%=b+6>Wye?=LQq>_fx;kyH17Xczjy|*5ASM z)`k(|nA>0EBk?rcpzo~(v!uSuGS(h2wRyLxGkX{WJ`zMY^(A7@1!CSU7Cr>_XVEJ; zj<%>PwS}9e@jmR+(fpu4aSzcysJ+Ulr41AIecw!o9gwz{WQIEC5#+kF)6o}rqe5H3 zCRsshI7MJF|55NK=GD8q$rnrG;k@s}N?F}obUwWB(xGcP;OovNoH#Lo(#(w`74C+m;r9w622}; zUvj*UqaT#Sam@zd&;LxTJj#?8e~jbnUMDGS9KhRG<*wV`-)6<*_)YOo@`poTm`2CL3M;PYI{rLJyT$1WU)l9hhi0yt!Pj?579#;9Z#My!O2fV35lUIR#=Gk0)+$MdS%ZT(5N*q7pWwKGG4F3Or&Cr-tKEUIBTejxRFt>^G z2VQKeays%K+;9qI#y#)%|NbuL9~`b?|LOuZ6pj9@?mnnWWYzKDs4dXm5A*qS z*Bo8)d`-NTV+un;W(Io`d{LN}wxp|!8wBRJg6zoz)IGx9T;s(ITD(K5a#q`zt{<)8 zI-Nxj_Lge1$+a7$r{#xPb=JTJDPvt*!!m07^vhejn-ccUQ}$h1na0#TwvK)=UjW73 zB=37EY7k3Q?+zomAf)7+AmhHlhLh_zUgOYJ*6hgImY!06-m{K?R-|0U1qEB_bA=_}Sv?Dy5vU7$;0x^{Hg8#U&;uZug{ zg1pCpfr_7IXhuX?CSTVSg0|fA6DFS{v-}t0Vymuj=;g%|ZAtOS&*0d~HF0KeWimPT zywUo_M0NC$)zOvUjgGPEu?r0FYLPBW6*2xrKR4ODad3M(p zKI&wPGlC^D^$KoxIb{ZNx<-USBmt=X>Eri$m)v0g=}{^ONJKZp96lFf^WBm+s#nSk zZDaDk-+5E;vj`sUJ087xyBC#wref2mse#FtB+NF7KasH7`%0QYN@%4L(>J&^i%I+x zF|Tl_5S$33FAfaUqM>sHbQeDB1Xumy?y~XJUFW)DhEB_jgl#Ch0?`Si_+E!fu?8X*G=avY8Vt5feI;5K1$KH)d zU2ocJB-H>vk*3Fy`^)H8_L=5)?vyZ~KDQx_egC^eev!ka1;E^_(OF(njmjkZvfeZa zfc(umqQ0&(XyR=?v5?gW{L(f<_W6;2yT5lw6-aj^x5}`3yRfUs@ zS$OLo+t2u*P0P}<6Ri1eW!&)zL`UboxYhr%f>_a`0!zpS+5I3`7)pNxT4S>h_!@!{ z|Cb#~vU4tw{1lvYYf_Nny>a0;;(lRNO+0eXQ5J#>*XsOn>H*}T+S2e= zw;GJt$%LdXZ=$k+C+hd&X@RWAGHCfR8R8&r-m)>uhoy;Gn~k+b#2X-YtI0zcaw)$P z%!i92eQ!)q$A{;18)iq%+Ha7rR9JyZ=jp8^7&oeKP;d_4y{PG+vUfb$Y*5L>Db zGK>;C*fDPlG;~$hCd|zdb^L)>$I4A%<60&Ub)zpL6Qf+asEX~MYK<{V7ZMPC)V1l? z<;-xpGK;2vbsM8#MalhUr3mz1?CVD5-N-MYpl9t{4RD|L4cQ`CK`*{nM3Zh(g7)zn z=bos}V4fSYUfDQM2qj88vRzkekWr5gS_-;< zX-ju->@-~Tq=Lp#LX^sQwcF=<8Lac_#$>(iNAzU@v@|L8&`l~9#rA#!$tyo9HrjIp z8=pWIBkiz&K@k;eX6z-<AojSK*jgd zR=@NyLs==yQ`XRJj9|7rlT~&R1dn{$SUlQ|uFPJ2q1Idj2E$$~$x6#eY9F7PA`unX zePtJ&FrLA%2ESDGXexlGDpq+nJ*rXHPQjZ~Y61{+Pcvh72rFmmzWCYI4{D`_> z9|@8a)|Fz}J+MgeW8Z~$_;&hdejxp;1>dxNu5d%$)*<<`4_eeL%HQ7m6!;`VF9^q& zquSNbTg1Ise{Ao&(XNx&`vU|-8NNJrgEs}*kMGDQpp(UiNQ?5A!R67VP~)H57-CQP z*m1IAs1$rKwm#O4GC$Pxf8VSDt`p<6)Mr7Yf0g>I&zprmU{M6q5%8K>pWJHM4 zJ)Wbjd(L|=kUj<0v@}BAB6H+&P3!foK~r#Z*Ay(k_@TA6)OE*uZjd4j>+-e<$e4+R z{<$VIjLKGNk008`M2l#;z8on6HfNfhj(6SI`zGi1Uhl1eu7(GCp{vWN(;}#SQkoK~ z-n~9JT{MO9wWYa}Mpy`wrrGZc?$)5exx7l*1A;Inek;l185^1tMjOnHBcRPOo_pn0 zG#tFtIhS7910RBAuDC7#x&1O!kJgSVx&hyfAVnqfAf#+vy3=yP9vnpPbgX4OL0-~f z7KI5KSBrqj4x?*6n5RmB~roSI?5k=7)IIYSx20tmYxAY)4K@|%tiBBfv#)9=F07bLYqq z)wA6@0x!k)JN#t(`~CAj-Cq8u%g1THee6dt-o9tI2hq0e$M3_g8PRi62$|vfdC-`A zAm3$o98K;;(Am6-_XqBiuSU6`DZicMvZGG$sy)7R&^`w3lA9LV zPK1Ge>I9wjRz70UQ3}ZYc@6~9hNwSYAVq3i#St4(bwEkFLDO0?f`t4kb!Xzbpm@ZP z_CqBhFzLv4#WOL$lJdjilD(^#%Ahwoi!n8DGuqtf#H9{II?`Vs)hh){GrQbcoWg%u zudz!d-aP)M4X$O7(Z1-wxAQ;B^_zAJW{kUhxB=LuA?8FS-cS3@|5KSi!oI5{B@d=i z*+(}*a?#d&vais0ZP2f4SWH{${tLb%FKL>~3v7TZJCFBa-vF9zDmoiBsRaC{dve9) z#{a86#g+g2zZ6%>*5eMaj|YRhNA>eVyHQB@T=+33ZXalLn7lJ})dew#e;*(zc7%5G zb_?__8VxPW=1}{E!I>oPRadWkl-GQj)inAXtVE4S@>Y-_D|t)jM?7_qHkZe}5cL_= z9ou*GqC^*LyzM27IYtO#ozG^SV(FpFHO1_i*-uQF@u88T%QYYyk@3WV?j0i7Pw;{N zz7+WEZqdcu6GHNoB;qnAAuyXaG&Ary4(<9^suV{0z@3J4o(*|7#MN(e$}7tezLd*e zzuy*zVn+}1o;Vy1s`5e$iyMU~toBDk%-T7)-g6v#@|O(xc+OrU%C3W3uk{GF9*m)o zlRu7)zw3fl&bvnyhKNB$%EESTodHS)+GJcK)-gBsZLcSk)W9jlg(G7bT_`I0q58Do z4R}FXM(%ZruE{b{!?9R%2_Z0z2kF>(9?EVM}rA?)Z8z zWPESey}%NU)bIAIM=1G#<9hCnv!)9Q36z+w*>Qvh!$V$e95IN%clKvvWf;&sUlSXu z%0~j(;+Drs&w;Z}>nD@8s+^gs7^cKQpN3xo|&Sa3JKFU19J$?vySnhl1jal&zq{AkpBtYb;?z7L!qD?G>5 z?Sigt*PWyma0Iam0i)YrqEJ}s$ll*7$-NMlCt>bS7xwlmxTP2MZ+4(XZnjG`i(o5Y@oW`*np7EO~Yx_B%4b ziGUWxq>xq2w+4w1`Qy)6Y>euSy#?S#?Nz7bmntUiv7o1KXI z7xZyjb;SO0!3Oxy`reayk1PC7w?F@`z4=dM_(6V( zauTX@d{1(@=q0#^)qFebSc*);wi}T0MW7*#P>lU}5beDnN%UyC5o+#q5K?}eL`JI) zI|TQ7!LN7z^uC&X;QUKgi?Evs5{r-CxGcJjq1|ioL+nL8e8=p@%y+y;9RY?@c9J(C zkjl{OE$vlQ&WPT=eH{#@OAoJqABjYI4+W@L$nhI;tJz zF~}>{w~?to3??dWs6`C)dQ@(B-k0@;0ho?UzmHE4gKqYU2rG%{Lv9KODY>* zVbBFBAJqIWej$Lzw?h&uhT1`{y%N&vz(t|FOXJ6H>r6 zKg>&UNDvt%@r*8iYXULM+dPdVC)|7gXZm*1f|1^&tQB5AV^yc<^Mf_H`bSLHLLj!v zjy!xV8m-71ck|@<0Q17afa#D6`u4`^sK`YpaGl6(k?f8^KTT+~ZOFr6JNXX9iOU7( z8EJ*7GY=Oq#Ff6E@*_nyDnVl>yXxS8g0AqbOQXoEWSx4ry$kF|uVlKPA%d`9%y(ra z8K75}l#Wth6{D2d6k^&|0}|Kx6~1C~gX{r{@-Vg=fKuXekM;_qzV5MW#9eKm{xsz( z+s{Ay1EVBVqdq4ZK-jh7h2?t}D2b3dMkN^nVlw`>G*n~I#-Y*!?_T=A!8v7)9XeNZ zGOU=A&dv#5ya@leKO+uFDRyv=9}5TaDouNV7X>KHwnt9w^Et3Q#h_s=PKr!ug_9Y> z>L4PuQ$}%d1et5H~g-(8X1 zZqBg-k#MFxv)GY>()&hkcCEsQVy>qW8&U#H?i{1x`hS*hfnmuuF|q-eiEeTcFSr6F zf$>4Mj8K^VvhXhHeiC|5c_OAqzz-hS8?6)6d!tBqF17GACvY5B->y+fLYo@C#cn@d zfUE{*w0|o$KIm``nYYUYSn4`@t4D(Zx$lhfT0N-;nf!xCj>LaKNkeKuZ2{e|zoR}b zxSkYbPQO+2++_rHih)9<%598_^^ua3FKU5`Kk_3fXD_NHd@dVdDGdi_4xEyexq>RZ z?;YAKY6HTc{FCB!e?G7G892)w=&FG1KBrYvnI*`JrzIGZhd}!px!Ra|G~x)@@lZ7K z0V3imqGV?m?D_m>dyXB%?qBKW>-nq4pdZYU=2YEba4JIkMc+t1x>OyY`1tiXkkKh8 z$oWKqw1?a(7VPTa7-!AGS&b1ip7;E=hiezOY-$G8c@V-`q~$hSLl2jyhL|{AKhK%r*ELVOM7(S~#E9bya~K?OX2AOor2_?Z z{uiZj{3Dq(*RN@`<7g2lx^+)YJYL9^?ms?^_XmRf)Nifc#oG}kbFm8b^LV^GR*PkX z8+g301-kbIV)gxRd!zP}$^Ov{-XBP@bh+=hgU7r6ZgrIL9o`=}I+J>Rgba`O_j7)i zXCI^zjwObGrK|MIE-&o(78aw(sPcug9p!Fz5^g9XCEIX%!ySCzc(U;XBq5JmIwfjc z;h+}K&(zaYfaa$5{Tw~c3C-X51}`-2McXnbtS1F(!7pA}8WT2*IAYFt2pV-_<1wzq zYo!pt_@}^pwpm7axI^{cjA{+@G<)D{on|%c3)2kuKi6h+MANpl^*xB@Iav1Gtr4xART`->JOe$!Cn#<|)Iwp&j}=yuZ@}o;&x%?X zQjyrySE?gx-azA-W0^a6=)e9Szh0w|>S@RKAOy5R6qtM#qmhvNX3>_WFC2e+B%bH9 zD@x$CNq?5@4z>zDMlt7;(6N$7$^ji=Fn@-rtyH4`g*ew9#f)=+x}AVee&Sxl#ARx4 zI#dJH^yKP+F`p1APtP&p!49BOz0KdwL;#9Y9~cu87{M!ad|pxG7e-P%l3k6o8eG%t z3)LjrP%KrmghIC%c%2*(qrS+$tYDm|Ar1`@WEY+N`O$L73G|wA9Go0?Y&~fb|Jc5@ig_I8#oM6Nd$Rl_dI7wr z)XhISgn*w>ycruq40?FAcSg;}7rI}iX;TuqA*HX%S>_+zVT^oCp!P7S)N%(RY z7~C0yf(nON?0VTB<&&dTKJI7I2ozft{GY7@U@XJT?xJ-F?7jThF>*Nub;TTd81mj1 ze!bm3ogC_h&Q0D@{vzN3ry}i#!c&v6=dm8vDQ<>=sz3!P!`A{dYj=@Mgy0+qXFJ4? zMv$Vt=~hQ=FV}*646|k?-DjkrrXqO4xDzljg0T|w1Q5jPnC@%M1d7~;Jqy>@F+b-O z<5l#kL5!l`;$=lUDwUZ%c}`RuSl%nOmHYFd(FECoT;Wl8S6MSOof!E?`K+&gpHT{| z1>Q;KfB+wN;N71c;(a#=#>-Mdm$j2n-Y|{6Ub+{gDKn6-i+CZv60uWj(XNp9oZoqE zG7X(tU5?-J2mu=^3&nw(m1vNmC}d> z%UGY+8fHhF+xYO)Y9OK&&(sfX$M%QI1T0$OprQV0T-cfqi7Z}{cy)RlTqW-g$MXJJ zACqX5pS>N@2veUE-}(#%!2fjn^Y7Z5|8)7183!7iSMci}VFs5Ciy83#S&@HssW3MF z;J019==h$P{0Dx$W`bqj^{pcZjxV%arN1W)@4wiNT3r7C`1s|g$}WcPv3P%{Q&HO> zZ}Tng_vgo&PnR2r;pjbmDyx<5V>sI7&PVAcZM=Urmo3Hq2y1VD`wfjXv?cEsMt+BBWmQY#NVu&v)802cz+Lv!)MZS@)d6J%7-|A(8~EUw;1| z*U_hsDBSUQ{d#w+ebmB1jCs#h1|95tQ@wj26T2SWF*r*x5$l5*v^ktz*}TDY`Qm^9 zNd_u(BN9WD5wJH!CS0zg40}Ib#=z>=^T71wd=6FD0n~9!Jw05m0R+_-#j{N&kYb9O zL!ovL@Gm4Wx9X7r?<}h{za$Gpys)8^d%cT+t8-eK7wdqm>VZsZSTEW;I5B+dgCtNF zXL9w^iJ+HWGGAWb4uOxy807Z~M58M*Upp)>`htMPzIsM@vrQH44#lgn^|4Qq z(9;(h{U_(bK;1VlAO{s7|NQYMk<^?(F;4kh?CM@bcvqB9dJoo~B+6E(X?#N5hiXc0 zeeZz$Oef0C4|_oAG_N0#8Y7rFlfM%sUB!6zoGLzesu~W6DoOHBw4&k7C5hw#F?hjI zN}B7zi*ip`lMaZE!~VzY$B*az*4ma zWW`(Uq_FG@@>ilwnf=^Qv3HSd#t9G5Ri`}gupMtya11 zsf+c8UyOB@iISj`kxO^o@7F?R6_20Rh0h4hHyzikz^*^ueBwE@O91j!ZBAj>^G+-Q zZ0x!YYnWLlhOPkbYPilV7}x#29SI_rj3jGupb<=><5dU?h{S~km4TmH}b z_HzQ2f>3B9*xzC-J@h#MC@WhM7-~X5mdO3>^|P_4HdONB$Jf5_wft$b-di^W^UXxrd@=B06=j)j_qxy#EX8eSLv{ptuVxT59(` z7$E_H3t_vmrG)ww-F9#q+&kx z#AYwL%)imBL0bzg`&!!41%}Z9;mJN{fljbfdEVyw1_6Gba*B=mLmH8<95&y>?{4&#cZ_R5AHV+b_`0pYRZ%7!f2nZzyHF?IzE0hv zOkl>~^V42^(M47L+^*D}YqL3@?h~_`l`; zU7n_J;Gdy&2mkBlCx2N6BD1gviw^|$pu&)(p*vuSg7uHpCvRGSi0~$f>s%nJoSwZh z{@xps{kXSxNm7yOYNDQtF*DpeW3-$3ZV!4za8pfA|AKSzF zm-U)@mg}Vr!>!PGFx1G>7~k%{<@x`+)Yuw-98&548`}PbW_=`od9RD8%4n>@5jv!n z4xEV|M`Ncn==1cQq38I6CuBX}|02&dOP0aCEpFgXaw|HQG7wc!tz(Q{+CkC0ko2yO zCF1sfV?tYL0f*^4C{?|&{6h(OZ5H0ZOx{kfACQ7>{-BP;urR|(DXXsuH};?=uMCs! zrW|-3&J#K0+=57NU%e__Q4Yjc?!I|euz+;f=p4CMDZtl}KjPBqNz4d?px01P7C0yV zNUdcoMF;nW`ua!kLD>+iVC93;NKmra{e_`BRK&k}m1q%+BIxayK43Ew^3&%XwUx)l zXQLZ6wVx~?$ka$kFE2%naY;O*9reAo+4}gR0=(%dS#>L@+0hpv4XXX!@=M`dA`ERvN9RA1r|D+UTB#uLIF+GeL5CmN$&1w6-u*ryyPd zMuJ@oGZ1lJ)xB@K2Nk5AZPeM#fl{V%qhlE@XhWIMbY-#}gw&#@9HthK9rrU;7ePu; znpXIJJ9`o{jLe(_d$Zt)m{j?h2c>As%9bj|_H1ncB@^AnRQP@Qe^ov=CBpaNhEqV2|ZCZG#nK6fRLZ<5g4s(6yqw9cjP!TmAZs3F?$GPyi~8WVu>!A*CkhwSi%tsmKS%i=O?bai*0?L@dim|J*&nu zsfhRKJINY#23%@pk6ih}y}(kISX`YVwje3tWBAdjUKO4%mBH{_CT5 z;{&tmG~Pe-Dk|nxZ@}X9Bp_*%IoYWJYM!=FA{gd@OZ0Y zEM!7fuzC05Sr2kLg`rjLOW&^bIzrsnJJE+O*`dBsRhyP6YjB=uCg?H@tW$0)J$$2(!)r%kKj2NUBM zedBUjEJ2WpN=)}};y@?7 zYpw)i*EI&uC%&&S_D41%l^Zv`?ch_?N;+|w1zM@fmm*-bgq^|zRSr5qXfpbv?dVr; z(2cs|!s?cSf>z%BDssfG2h;F>%fj9%zTR5Nm`#@pBv}sr=b~HCu!sXOmrpsU##ni~ zWX~h-q{aKDWt1>i&DUz}J%w5Sa%p_ID+{6}97PGpN>N}J@sIt1d~m_1T#k2#1+8kv zBnjSXhYAw8tPh3wcKh9ae=5t%oorY|+~JNpgW<27K%^)c`0cm|R^KMn@vO01q5kca zJR6&j)Jy0M;ge%LE|f5JQzmBq!4zin^oI#G(`=Y>dn?Rt zS%yk4Tbwz@zz-)VdXF#MWkr#@qAm~k+Q5seIOixfFY%w``A2@+h)IBzfID0xXROoz z8i@2OF4U8OJy@UFN9N{Zg>Dgs)onenfP=my?U%0yA_m>M(A#s~uwVZ?@3L$v>a1i< zW5KRZT#{PaxA0;Q+9W9b@ro@MlFbRtHw{`*BfajL)p9vpRy*e}BfE(9PlufMo}h#X zA5psUuhST5EjHDC2eaW!_ARG|%~JGSi~o?xI8{y))=liw{$*Lp%l@lUgt%`XtS2k+0F3I_<4_o;MtvPYL@p0R|fTZ7vLsp8ei zmxx2ixxZ`P7jkrJUdb}&pyM+BpVP7Dy&BJ#QHLKOMp3SZjBmx~!HM~SCZ)-4q;KJt zkndjwEX2V?m4|<#I(6|fwsb0Jp|+g!j*QVZL(Qse+ds!S`@!D__UbT+jwRS+~) zE`6R5=R!w4XCq{oT47DY!IEP3@3&vTu=&GlMDD;It$AHcIS|#f*FE_*V+V1i<=eew zmdNE$!W_ch59`(?b-iaG5M`7r@4Nrj8-8(}oME3#K`$kz_}XqVLqFkl6XU==NW0w9 z?C`-{2qQZr%r?}5USkezME@vGtwJUB1xwaxIXA z-|sN$W%Zzu`+wzWQf|(AA83Ue*IxInAI=is_jh~*y(^qr@cuw@_vV0QNiME_eWte0 zHH}IfElIFOZT1%L4@{}OkKn4y#_^S!bQAOL@#E;HX>=8#mhW)%wtzU9wH6*PwcU*L zYZZGOpKsX2KKPC$j$Sd6khS2%$KR+Vnxtm_#N+i(M|7mdc)S#?&uBHx@pwz>l-M}Q zsBq7FenjPBCN`hhZ@m_-PEuqpiO2i<``;zmZ6#kudSl3IqKx6(YmFL-{8%M-^uYbp zsqJ$nTIkULr%3^c4zw&<1{icWAvv#tUb-oB;9DS2Ezb%>4QbH49~-wJ^LAu=e(wlI z=eS4Qa7`#gudHi{dgdapG~>6_C;^anOVZ26USuYnmFU>Lj1+AOS|$8iFg5OB`GgOH z0KU+yKl>Gf-a7IWUf-pG+JKJtbfTnxS>MRdBsDq{H3}?hp0##+VsLW)mgoQLlJB6< zi@RbPP)?Zo$+o@~jS(0>rVhFX3vR||0-pE%1)s`G;Wg?M9XNW2lv3Eg4iVbV?1*9S z)2R|xpz(|PeV_N9EB}S_iUiwPhr1b%VP0GAp5T2e)YU_I`*49Cd_MIi|5=A7(ida6 ze0x9}KFw`-zw&WH%H_)Z-%HIQp>5xxZmmG%ETCZ9)w2ikliSsOC_iJ8t~S22e;5iz zK}}16G`Z-I!nt0tg9%`+=yu7|u@|kKJ8#*yXBp*QKfcLi(}YPqv<1J;1c8h#{rDld z7<40MN)W*k} z`@~2GLbdjcGrT23rK)sOlqmR&5#R*;=3YNfGk$3&Bzo^2@$0^fV@dc)`A zQ6E=R_lX@^$YW3A2{a%_u_G%}!PtCyNu5*znQeqx(TQ-|R{)3h2TNZ&Rt5Y=LEiD1e zzbrV$HS-xmEivs+=MxHTz0;8~7jjVq-TnwaiUi2CN>qKJ-is3Fy!BlRmeHp>M=snJ zYQeBXUvf0M90Yy!E!3G>F{tE3?5IN%4V-M^WJ_%!L5~iuKT>lT1xHzPts{wlU%t!- zfj6UW7=vHlEt_xh*68KI>a-GReaHx!WudyNjh1?gEocRFV6C+yF7+c;z9RY?ZmQ-$ zpMLgQrhOo~pYhBhIe!n_OG1xq>xMD?pEPM{>q9|t(V8!CBp3adZd1|{Nr1~)bu~<6 z?@`l5(~pi-%c!}0LP>tJ86&OnME2^lAn5JX{VY)*iYuldLE{h+UFKtt#O{Gtk+FCw)=>r3pT21L3L!0l5p(5;Uiq$ubV z$=!h!s+_SsN3GCi9FJYiSrahcer-Wg7>r&YC_JSvyN#}E5=n0`O=32*EEl5;g28xM z{Hq#u5i&4V_;8~k26hk4ghrnKfIiA`=e^9GL&daKdw7plVHSALg#_;S0f)z;FN=C2 z%4$)V@fe|kbBwIoH#A64>tQ8tE2Uuw5ho+p+)4P`{j*;F@}!u6F*J_6I4^w08XYgl zrPM#H4;8i_=KG?x(D_L{Ge0UF=#(0w^Bi+RFXYeuJiTQOw4PFI<1K-Rd5EG8L5osV%amK%_wYoFE2EaOK(PkUU2>)_wl$N$sq z&%bML{?p|vQaHXLYx@}2uVe36KRsrni=!{f4l@}t-^J1NKN38)ui@8kxFmY+KmV}@ z$M3tbv3~Xxet*v581sl&27aG*`P7(9uQ&d_rHj5k#xqBQaK9JvuHcynK7ykSAGN<& zF&x3sLhnVG6bkWpZ+`4Or&OkgpS!*O72Z3Xj)k&iT*;Ego;8iHmw>Gahe0D|PPET~o+<+PFBPX^+JD zFHYypKLCSQZB%=b^w8(mLR|aQbwTSUMUXMA2NLfs`1tdg6|6sZG}QG9LuFJFC&*2S zuz9>i(6!d?O2sQ33OX0^=je5OY1r-Tn9wV)UPK<>pvLA0}zq z3f4L?!a7mmrME*t)$3j6*TiI0&HepR+QZ{;-MO}IpWb1Vpn6b93hS?wQM2XTrL;n4 zjUUg&j_5%fnP`HNgC;s)`qR$ljy5!~y?c0a&;d0xn(DYZVf~c@d=@!2f#_~lNp&># z{cTnAm{n&CVGO3!uAVjtg)QMP>Cb#~5OZ|=CUrzSSU0R!DqZM7oSf+jV}Z+PA0cxw ziBB_TXeJcHOB@8E9#dQ@^HC@!e7T2X=Lo11HptZE6C+=dr%c|r$6!0jGq_s$@9QJc zGi2(_GR9zitMws#-K@QhZ`O7uAnkSek#701qZ} z>Z17GqeoOh5VE+81U{}a*^jqib{$1IzJ~;X`{dInyP>gY;`5IGquu{!^x1ah@t*@`kaq1->*Y)* zWO?N3tI??Ya5nyqwc@xwn(#ero5`yW{64o|wdVVwEtY$>$w5PBkGC{*_1B_Fp!r0pHHZF72XZ^QoOYovufFINToY-mHOSw?l; z8z)3fEA@D{!yLE-n1{3c1JOp>jjM{p1VC8O(xI5}850pA`HLbZ6h0c9OmDuGi%uT> zsbzaA0m{-W_Q$$m=L<`$--)u8Q8F{tOJ(jB%<>lZ52Ncr;6-@zz1zze^x|rw{EKfi zAP_4_#CnVradDDf*%vkn%LaExG=BVjfAv4zUjC=c_bZ0}q-}>Wu3sA)+}JWCy^o_q zmY!Q@Z{5Su_LFp_u}1j)5h<4=j6GTeIR3_2HVV?G`1sZ^p2L(S19(3=xv@%effRq= zlI`J|w(u&veT`6}dq>}U6!*My1L-rD6~}ONf1lB>MNd55D_j!v!q@b1{PfGe?gm`d z!O=&goZcmK;_CLV7)<*tyN4<2u+@Sx~nRXpA`hF8i=*!k`6 zasDY_;=mLi9`En(f0v|LfgEEdN?>pB=4YRS7AjCNI`b<>9^~5gEZBn-qW}8pW|Nx? zQ1}eq94IkFVr#$X;|0_}f-uh1b=w9RsPy}OS6D!-RxM*|r?K<1zP#Jnc2B@H>+lbY zTcN1()%xD7eV*{KhG@K=@D1XLV5-cM>Om^9GDi=SrC>C@G-G%Dt)Rq&uJzar7u3;0 zYC>*F4f9mqWn^av|FRw;r9HL&y0{+}qBchpebz!d zN_|Sb_I6MoLi_t}QCKhhMV{TIJ5jHNl;DQ6_Gsd?CgP?!!Cn7K9)v6J+YnJop|@rs zs>iR(K;pdgl|pwaU;}g%5Kw#ocH`s%~57O%f(F{>1VsmlepomUtuE z;Ec$-|^z}A^4_KsM?-;h*aqv@wq(;z)VB0ypb$}h`0S` zh}&d9I+I_urOODFucgNpVbq|3vF=Nz!c(Nd5hU_JdI62*Rvk%qZ^f+sx)SpOo8Pgz zkV>y!^94Ex1O&Y#UT`-*(l=J93Tb}6GWjy553Q0fXSv;fjd`_cUEJto1#yGAhqvEi z^G0{oDzW+!2uTk$` zK=Y4`8(ia>Fm0k-WcC72K!||lVf=Im`sQ+^%%#=??p?o_)U8*B^o*$+>^OSRE2U56 zjn&B*QAY0lGxAoDoltACcLMAGDR$fCOH#vQfv%ab9s)EGK%RXgqaR}OqEn@3{(gUN zDfvXD=6)OQ-=r9}kNai;%$c=Vro7=<$z|nz9dV7$sVa{aceKU`iAw#N-!>^3s(roF?>y2l+N9 z52(FCXJ%cZylDH7dH#=3+Z$P!d9IsRQiiQyRvW*c7pq9WhwwKSDW?y3 zAU%iC(G_(HXlIjVy4kvosgKZ#Kb7?fY-e+#jen%#^zy&jKf@v}wVrWQg5HMiLc=sI zy8?Tc)UwvM^Di6vW}PX zwF@YrHRba_V>2c_>c)~l$`jBualf=06pFOChaX8`Ji&h9+(4`G8}v)!F_^9qO6<{2@JHK_pj}Tp#y0`dk_Bo z@%KO7{`|Z4=09D&a@VLL?{-C8zm5x_RL*K<SOLWMt4u(@xF7(4F9Td z2Q>AE24`IKklf@^4nt-|5IIn7@JS9>5fY&1{)6oq_#&^;Po^Z_BitUZ^fYY?r^ z=dxhcUgRH`w(R>n4bv&{T;>svE!41D+o*DSBLOY#$9F$t_s{mq4U?ZEMNcAZyX_At z!ik0N-;{+k(d&Iq_hxR(1KD>)eK9FX83~`(6@Ku7Hf4YL|wVv*?sWm{bkiI z`JVzh_}V*hAVRb5d9+Cw)ZWtH zJCRie_&YW$e0FUHIUcrSA2(#8BD_aqMj!gZDvuj)xQh<~1xnlW52=jMxv;}RAdm?3 z@V-M)f;3h#~cZ0^=Pi5(~N~{v4nd^(5tuTR7&LxIVw;F>d&y+QM-y6cWTN>BCtl9y(<8PQ*KC_3(0zL@@Eg?X` zGSa?GY6$qS5FSx|+KjqCMt5qh(LQKg;FNXJJ`wZ1Y?s$X$`R0mH3*07i zU;jZAZk@JVzvk)g>&(Pkw_xlu=?h7wi5)m?wTJL?hA}*NYwyL^+$9wdknITl} zGa{be?hcq*2&og9tRX>S>TGSPAK=eO*=5}I5u9yp(dUn>K{*+P`?(tX!?#lp&e1Z& zfd?ZF#l}yLz|Z?mdK^!<4r16!b%sGRC^Yq8U>?Xoy?59yaM!{Yp41%bKQ$E$>>Cn* zHZvnUA+o<@@C+dk^!qeHklPARjqVZ}ANu+6_q+Sc-@SjAyL!VU#&Q02xXP=3pQ8zO z9IJTVCl%~pk4=l^uU~U9Ycn?eF*v2$MPdl+U%4cSYT|d`z6T&48Mx)`N8EE;x>m)x zN*T>qJlc1!80IAfY<+i)=pWHKF=5mG1Dp{b%-gVO@4^(5o_rj?$47}BR$=DD`SE7t zCN5AvgNp|UPl=wr5Q7;{-~VXzOq@+tMeyHM>OJ}18dLN58KnPqt4dN z1n1UTK~a(D^S0}KKy*fIdi=`mur$$nIMnnUme2Y2olXjt&nQ|#Gk=aNp}me^q$Zs{ zDQg<^OVdoW^$()var0MaTZy`e{x(=gn_zNCJs$3x4NEcE-wa12!&XUeD#prb9{-=d zQmh%V)x5YBsui-h=LFXRrtn({F7}Qv#?km${3fg&qQCQn-okfYo=6(Ph*z8eq$jk% zj#m!h-8*EUcfWs1qJc2*aNA&WCQ}qTZNHe@ds-7n(BE^o6s7|wT%3alhn#^2CGDqc z63@Zau6Cd4?ow1wR$6RhuocWgv)nQr-wgsxJ6=9%a)%phwF=s&k`eN+9ylVd%xnp@ zW|BD7?>hoE5*bfU!D+xif7c+tasYM7YZB#L2_fH+D_bZ#wL!2D%L}eB8F=bN=~VYB zQNTqq%5iv$7&NSDNL1LY3#6mzZ*gd8!vUfhW#&uHAZ@ziP-;97zixi3Qr%2Onh z!H;(nzBE2w3R6npeen13P8Hz-m7S;gw`IPDi^>yGwSE6-# zsm|b-*%JXx-)EpB)0OM;5ZOXEYrq7Xt!Au6g_ROTsS`b?I02H-J49y-#YP4rB?e zuQ7FY1>`3bSjVVd0JUcH<=DV76u7*{wO$E%OE|ciEBTZ6R&Zv&?V&X5Nsyg(A4W93M|IqPuOY_x9KI51s54bR2aEDP zpBG-;1Y0ueY0G^sFFT$|m=YvYXw@M}S$t>+(ez%5YhdeYgi%7W8r47hGT`#s1 z=Y>106e7u1s{(}y(}XZL6f~iboJh$x1L}M_4{l|@0{yquDWn4`QHixhbEax0kh*K9 zc#yjXxLjoMq&deC+BfiLYLc8p^e;PABi66R6h>V2voY}T1Y9TW&ji(B_V1c6?XtM= z1SMdfp(yya4d&mh7{6tm0*!Zuxxe{x3%1Yl^536~UABK5q32VwyC77jFHhbTqz&|V z8&JeiGH^8J4sCd_Fd(;jch*=<6n1#8GIS`_025VcZvS8%Sa46(W9_6fkhzv@e6-{_ zs2+Wfd1d}ODr1x8MJ1w*aLuNN&0Xhxfa~cPGcnceFqrw`dB2;;`MIS!{mLx|OX#(; zb@qhVR?uio6#E&%Mp=}MTbMn z&&U7k{^wWy&F|j7y$+!!A0|*(J4Wa4RB-5AjZJ6Xk!U{KEr?B{ZYZ7&$kf87_t<_m zxRm=0JFecQ)E_t=W`(7XDQCQSW#W!aV(ur*=Rf39suniEeJ@iYsnoqd z3AbM(QO0_i#~)(xVfvb{_87@v)4r#ypInO-!KTXvFZcVA>0r~2zKV|ZKk!SoBCWVX z7uUYo#m+U{;`sbd%+2%n+@}7JMh*_|xqp;Krw#W#QYM?N9ZZkZVH^vo&}lf(d~*oZAc!KULhx>>2>JtiO4VW2P{bll-@wpv?7O;DJ`8!8qM?i4$h(6`> z&)`*3VpGt-YgFIE&1dT0w87~Q0=qSwPeVBi#ueLno0MmT@9Z*(fgK{ z4%~6*V&{`VC(yovkJ)+Z8Q{qZVrPjcMG^X*Zf9(_g61>HeXMmpz;HW-kk?~(D5JMS zf1C!{KWVL%PwJE{VE|VONgnG~@XC*)v&eV`ifoj|Iy9lWxTKhs%2 z2tA+F>(bOrqvXa0(XYJQ;ED1p4ZR1?z`2UyD~Hj zXW;0>nm4`YIcN^)-6rIE9o1O9YMXzI6|_1S#Fsa*8yr)~-KyW>4%6SQk=1>N9Di}a zTU2@|ETQC`w6{0X9YIN$C5N@`G@v$=%~aGFL`_9`=IOp~gR;R*_g-Pnhm?7&dnm*W z^L;P$SrUGkKk>lt9uJJgVm?#vg~rB~>_n{h3UdhJA4S&i8BnI{3ulU~r8z%qnW85Z$f@ z+REi$Z#ydqiDWFfS)cNOfUU2(>ifho=gnkT+`6j`xa-(u53Z1fvYBu1l`)!PnU|1s{$Ex=LXaV~|x8;(}pUD>t!)pvOf zedlWk(($pyjGtKzvxeMVwi2VjhbITlyt0>s5_;+?(>wXV`RMNEE(>w!s+@j!x=9O| zmh^V5ijjqzid&Cy-9gHqP03!T>jN4x(GZ6ArC5XK2EHo?&sjkJXD?4A+8qI_oT<*Y z8nuI`nT;96jTcZfp=4|$R9cY5SH(4fzy$OC&tQi@$pLUO;BLCg{+FofAv)gnEJ;Wu z_57UHNj1RX5yO0$PYTl5(l+FU3IMKc?T@+vhCkLiv$e0afLfJ8d7`Q~ESsB)XSPN1 zcenfH(4cZ&ApB3p~|7)FyXy6VAuj;1&(+~Yo(!t>S*px z$7w^co84YKwdSCc>H$|2hQCpBiR%|LUZJ{z?z^Lm8=+`?Gjm=t@_k@u7wYb$gkrev zYHiA_XduEKXpidO*>YMMJ}Y2v+DE1a+AY^P_d82s?$14zr1yK_nl_C{Rr<$Ps=uzw?CKQ5-+W|%3bo-b_o^Y+dy zc(x;7T?PhJihhcCs|L#8NWAKK0d$!9KQzi`#oN!O?iq)WOZN zaHq)ltJS{9{-xU+IBnou2M<#7XRWxg1sq=0!efwW2}g~R&%dn<2U*#>YmQ%j4ul=a zH`VPaLe1`Q9eVLl8&>XrwP$9RIjHdKkT&uh0Z(sqO16=Y zM(C$A3q6r(S_~&YoQyx`9)O@zZ&q?QCl-XR9(%aiY2^VS<~y3LjV( zT34UOD+D{*S=O@l1Arz&?V&xO3}Gzc%8#>{cpvYtjy1&dt;!l`?pHGV$XFlHw|X)0 zp3sLc9vL5fz~cj^*Pb4;Zhs6s3Pj6kG_z1m5rl&!t?H1al6>+*sVSiGFL~f-`T>j; zhQR%MTT$v|?Ar!t9zn+~Cxx?}P9ykdJTAM@(&jqMifg@${ZWRu?oS_87yokClKE#b9e*)Qkbg@GX7p=O<|4&XY&ww*gS4<-A$ z)rD(T3p%~`5L_Q@3hcVpPw8Uj=jKio9lB4QsOlG|3f{IhL)DKFUS0i2`;61p2wXc+ z41EXMY_r9Y^YQ<>|M^va^Sk#iXG`N4n}#&jt^?T1HTHeL#bXA-)Q$DQxb%?n^?v(k zTs$;y=kr&}8TU-r0$ltg_i=m(K-~VuC$Y7h!JHk~am!)lu_1UbZvUsvCWpb09rqmT zWBrZOVH4F@{!S$xa-l@w_!V8BOG~IBiKPpP*}yYLaQxc!HFTInh15die$GIF70lFOxiqgu`@O9+=FElR=LFD>c<}_gicrioQui@rKY&-Mv zytS50?8u}BoIZE{lWc?|7)!FQ6U^8IXD6LrdS=Ih)Z_Lpv)5mO`wuiKC-SeLa#&>5 zyiD|9wb^SfkJ^pk%J$DHOsHWHDWjkrq=q?0HS%xf1XT z2TQJv6E7$P!>HJ3acFtCtE-hx8w{Si*ppg>`QEPv-?mE=wg~=`D74LMcBsQII}f>; z9kT|M-NTy328k`>;y6Xl4Kj@o;!o$Ff%PJW8|SW=zPql^BQyi zBe0n;@MQpUzTJcQOu{`fb@;NIS(dEN8jR&{;ZvTqfcEvQCevzRpgKKHv;ANPsNWe; zEoz*HO7zh`IQ~`(D%g0tDs4x`!yUP#9aQbj@T|7t=yW@BzFjW~O ze|?HXW zuyi!WvStP?gQQ{rzqUfXY7P=%OSJr@kD$ zu!BV#RGxdb>Y%$Utlb}W7|3JZcfaKoKCrEacIF5sUKLl_Pf%EbxnJcq)W9$!11(xJviFQ3<2kvRyOB>b z(J+H4^$EId6KGXhCw1J^0_q%ph4ME&0*2m=T<~P=09n`6{0FyPLWy{+UT3mT3myo1 zvo*Qe1f(TV2OGX00Q7`6UfTC}qU^e3)(K$ZRht#%%8c)yiwFExZ@oE2qK&PuyWxFO?4v>KxUPPCEy$6-154MZ zS5Fu>!SNd*U2*Nf2reFYoa_`bqmSeFS+2tfgCRb@xOkvFD%IWfsyep*Ti#pUw?*Rk zRlFZyEaHQ^KUFYotA4=+$M3mQS2XRaaL?=D%Y#TByxdDK0C${W_#$&&4iFJ>g>uBx z!MJ+0gn-?Y*nZBJlki;eqFj&_N*=nvzexs#pg;SpktuUZ1v1@f->pt#2G%~6V<2mk zgGxtIis?kQfm9B(?h(QJpjUOB{sYo%l*A^&)j9%d@Mt=DJTFQQQQv&K^Vc5x^B+10 z%iyYD@!0XoJy^NS)Bo456Qn+xwgy|_qba5!d(Bov|E}zOCNt*D54Cj_&J~=N1y!RB z6>he4aPJ&SX1xbe{wE}Fwu(wI!#A&*&tyGYi>R-T-Knzdvob7Gv!p&RV+!2KuPQ%o zl!Zj58TC<5w}RuMwgMvY^}u(I5$WZG9e4I_8ESh-RuOOm{Pp!IsXt;8Z{VO`dmb9ZoKQV?IQ|?yt^m-DQG>S zzCoImPyKw$V9zb?kBU>s_-i?Ps3^^SA4)C&rFph$wVsdzdx9#O)plaeJKo%oIMj*k z-$w5CYK9pWSnE905EzG9KjZx=rHDU`wN!yudEXZtyK0KC|BF;S@9lZ(0aKhitT4|+ z*>Veszin6xsi^BTGcM>N>SMVRzk_MuIuxTR%qC3yd3*29Q)G6Y=7Wcs#uEL%$bv(% zqguxU=%DG`$iR(rNc(!vgQA~`V}Uf+M(fanstA6RitVSxFDS!In)OXjCrp4!RY|I6 z_iBhbVQoN*dH?-wuE~M>duxDqSqyWJavF+uc+Hmye>K?DzDk^rR3A}aT8nZ}!Hb(P z<2r+p;!EUu9#6c8tQnAf*rA##}))aOGovppZHVEGsJE_;7CuvEQ2|dKapY z6T@65*LNBB6cPN;WM&)QJ0}Nsjm@V*H$ zMN1;Ybs|usiPMdiJZs_O>@kP@Or(9XabG2l*m?&R-7sLf7Kz+XM05x*<7lz^{#zNwm24eyetsBA^V(KW74D&Y zsa#UN{QUedMc?0Y3r2tPa?{r?Bj@L8f2l(?q-BsOX4B=knxD7N|8@WKtN!M9@87B- zr2#({+h7@6IJ5&cg{ZLy?xrO8q05qNS#i;I<9~C?LDgt5hOb`}W$laD7# zrKMYg8W!SJYJ7^A=RIz&EV}Lq%i>?iUFXlk^r%`wkMsa1WBKeG)D#mabZo-#nL z?;hVzJed)~0ZC*mShC1YZLwkFN z3hWk{vs9DQLey8P{Gj3KgEEL_Y-3OL`T6-sC$G6_2fF}#o!?HAenk#6TfaI!dy@`k zw+O+|%hFI&=Z@`@oVyuD7uXs7`>-!jj?Wre5$8C0D$JM;OFL$l8$;z}c;D-(q2OSDDRDkaryILO1`vn=bBU?+8kmIL| z!jbwCSOv>TcE#1^Aji)^&nJ0r9;m{Q?ORzDm@L4A!kwdP-O6y?<2CdZ*1JJC@5+xf zUQHmp<;iKHxyz`>G6dWfYHMLpNy<*E&&YVk!|c3Zw@x9v=`Eir$nNmd{bQaCy3j~0 z0C$p#*Y1s$1LJ|38(yc-!K9U(W*W3e{oPRO5j16Gh4FSQqs2T(`&6vTC0|LZ0$ZvC z7~Xmy<5m3inz?r6By-(|=S53{X7!1r@hsnw}*4tG4ynX)e{_=P4U%??d z`WtNmSi3$peEH*=m-N^){`jTcEte=Nz`i8iu*0V;_cG33a+nCqSxqWn@j~g&dkQ|^ z$IeTUy7z0GrIwBd27_;1A^lv2Eq}X!M^VB7$FKdPh(mleOUDBOWFZOTgZSsm;Npd2 zOfuCvUvTZK_e%^@zr^vIvBj>@_wyqxzbTO_EU!p#_j|s{2Uj1yydL#xK04b)51GQ} zs3ilKfm{69#$i8FjKA_TWZpr7t#`iM0m&1`*k3b2K{|M{Vg~7djYK|=-B(=$lb)~E zD}G}N(7kU^Rv%^HK0B)}SxV&nY^L_m@JcOtm|9`MG%Tr(Xm7sV|LgTlcq{RXPuJnV zmZr!{6ror>{a@?**>Z(qnx{vn+~K*5VVlC%`TJ}`-}xAVp=x5=-(ljNP`6p>70Rrj z=*o&chmA=g15e~|iU3mniIS^1=Ej-e#pGEH=6PL;IhA1=SEU<~!Y1%2$&&04=6N9% z=Rk(L6HbWw%IBtaC`c5bPTYOEi`5zk`p@d)l4MG4LgaNw!Bdgg=NJOjAka zDRg(fw)(XwQvLz8qQOCfOmN@ZNT-<*q`a7EVr50d*Fc_0jr=clroh5}{joI{Wnja2 z_m0!iNcktC>Q}XL%R}RYIPsGA$ohV^fB5!J=KG|EEr|h!6Dm9wPh$n^Gi&H;iC4mi zkM1JQcai6LN2Z)|H4C7H`pIfxCB;a7)(kk&6w9rF9o6{)C*{n*HA30S{f_cbJ&?0H zEZqg6pBxiLH~U%zxOqeBQ?V@1x$C$J&QWpc&UCn?~(mC~hOOhu@wO$}ozT zn#Xd1UT%&dg3 z*z%L{V!eJzxcv`&d>r%sUf~aNSUf%*KkWd+q+45X@z`r4w-X27kl>Za#Y-&-H1C*p z;_olv=#z8%=9=Si@ff*3|0{MEe136w<0xXkSrdGIar6`2C+Mp!nPI%vMWOrJt3YDC zvfk4~a#&SzT^yZ_T#u2Bu^tpW!44UX-dn6{K;CbmAy^~z1+%`)FWhff#b^y?djnVp z)#PD+HJkJ$E#!PXwUW*iJ)#H`*32{+J0RC%n|Y0A0`@aN&r9}GebTHTdc8iKWEClV zV&fmt)64Y^G9{iHNzk`IY={lDB$BxL-4e%h*S(CKZf;O z61#~U5cSpSwRNAim4g>5i*nTlk?{q-zL!fsQ*b&IYJD9lP`$n6&4P>vw%znI{!&8< z4Mp23E?z;#0|$>yr(Ai;1T{}P+eWNJ_Ad;*`KGtQ8YuhP-+6-23`F$qNQ#z`g$BZE zVryfO^X(z2M(d^>nE95|{iTmLvcBc|gHOkwk0@>EOX@i3A?@E==dM~iBtNPd)dQz&)F;Fuau0r z-|Xz2w`y`y9+s;6(nf9Gj;Qa&rM;;#Q%cZ!`&3c%*aie0Uq8#G6NL|jQ+i*6AsgRp zl<^CK9G@+Ziaw=>S0rz|F5JQlHkk)rdO1J>rJlKmTrWVzJ0695rH*6PYmZeeymk#D z<2f>CUN}y>2G$tMDiWrc0>#TjGkwox;Pcv@$}w+|NVAn<1zvfae-^#P ztjuGh2DT>S8jKO7yO-|7 zP@7ov_g#O)0o!ZbuXo>81RjP~HbN`q;3mRmgUA)mi1~~D(Lnbx8!k9Ep^)N4AcUaf z^LwDr!+w{31+1TT%+|Pse4c`EV>FLgW)UQl@K8_n#hv4fU(bIkEynUmgk`Ng9NF!5 zc!gghqJIi6F0maEWrf-;RpJH4oM4JT;I?Nn2^>}Q+4kTAQvQtno?*n7zkq5vEgz>F zl4&ItKf_l7$qOE;<6L43x=p&uDjN1I(sgrIGC+swj^U~2&0osvFpZe2eVBYBG z-5tbR5%LkUUbV`1kR3`EyPP|;QxHLaRMvfcoAOOqEW{_x`r03F91##`-Y8{0K6(k( zTJTaE$h#xxTR1MYj^Ad5?p}t12a>q}8LH*+S{@R(Uj2}59y3z@`1Wt9GuU!`>JgAP ztT`q4xd37Ry1p6W=C5U;bp-Lo6ID(K{?+PTQa*EYVa_A$3wFMM?BB22d;S$a&Qv2d z*gvv1aqV6nAbNX5N$4{nG`rE(eSYr@;`tM4_a{!rCniDHmzy&m8A*Z1%Da1JU0Ogv z${ zCDRo~^uOiRWI*rZn@}|NPPoy;UW9%=(HmF_?!630l9?ui&3zGc6@%TCnvdz=$f4*f zr}SCC=*myqwz{r>di>>kn?sQILxpaZ=59!D1ZyV5yQvL|Q2d;uCw5C0g0m}22|aDS zQFUj>G#;3c!7+(~A@euPAiPpJ;B=!rj8!UejT+m9;9ptjY1`}o3*@2ie@Jvw3_&mA z@4aOAsss}5;jYSW+=<}-MA!JIBd*1;c;87b>P+N(HhYAdCZQhlyjnn2VenNh5Frp< z7=DZds#(45PBB8-=jKmc(R+Poz({q=$+J9^z?yrX`kC5BkWWJ7LVUIeMLtGF`{EM^ z^bV*UZk|)bod3DmRFz&1_OEAe3*S*LqTm|qb49Ylni zWg8^Ft*>EFuZ;w5Hy;IKgx?mQeD>lvH2wK#rP+>mwK zasYRK@ZOUT@+idq60W}7FSe_bkK+1=-(I87_Dh{FxL}n$xuYnb5Fqm~tu}8agL@e7 zv&0A>pZDY-v?OtTL;#1j-#%xYOAo>l0|epO79g2=Ql22P48^3NFBfjX3*(30TKQns zYg1HmQeR{gVXM3t>8)p8SUt?k?WqUzfshS+FhV^&R^ECwf*zB7-=tZa1Mb{Z)}&*^ z2M)e@(iPr94B3XwLu>XR*TWH2I&lxpNTH&dciiP2T!6Q~O=XPv5g=*I;!l#xN6DKP zQFA=(!aQEr+z%?rDU^`czFq!IMQnH`jo zZ542m!e-UY8_4%9_&yhgtdO`0>olroi9L}1hAS^R$Nm8;JU7hg@VJx<5FgcuwdTOY zV~+|;GDMN{Eq*+p8)GCEbhrt;7@hf;C2<82543McvsaRkgP0FHjIPx~&bJjL_s#Rq za={N7#i>S{knz~B&PO$OHa(@X!0cx{5YKuu#|hp5QqzKLQW*E}8co3)Ujk&kc=y-o+8Is{z6^*RT~(9y;pC z9=Hx&5&CK1zx`?TeoojC?A#XlP5?pQbW>M|q^|-RN01UFwj=eYxKEb%LPjB^Z(aHJ z(*~qJ-L^_t@=7-cT#=}_G4{9sh|<1yNMe)(KF*mHyI8ye(O&l%SO08YS~&C}`@XY| zG%#1yOjEhq2{csYiiF)Bp|;z2m~AfLhvd(n`W)M)4f2Nkve%I-Lcu`Yt)-cJ5cRF_ z5_hGg7KX&?7ml%rBKI?5MjDH&>TkfDlX+os0?2sPj7PQh)>sbadFuTZF?(^}*_$7q z0cfsWw<AzdQ*`U@d~pLgz-jAINlVDlwy=;lrVKEFAi z*LSHA0nk!=g=HFUU!ShA;aOV56N?oT`& zk&Hb34X~^T&$|s@AmpFceC@##WlC7+YjI<}s0h|>=H;TSbUfhEqm?lJV%~$f5wiG*qbP=+$MQZNvK04pc*cVw?Y{*wd`>CC4H z{^(Rwn&@O#Lgvezu8$jd5%mS|*i73p(m^$KX4l8UG6?!SU-Q>?-g|wDnCI6$j@A?2 z-Jq~6e!kq_y$TI@d8J<)2b;;cpPfCiy!{uPX-%ToL=HQexi+#f{kr|{c8M+TOyq^b z`WIIQZTaWzKPIJa18vy^sMRm7Gv*`))&0F?hGM;-q&p{RrsyR?e{xDp1IaThG0%5J zGwk?+v>&U{yk|SjDdE@@<=M1`qOOMMV@_g9K?LN zXb^su5U8ZZO0TYL2JJ3>T|BeJi2h~vp4(#UNC{*4Qu`&mko+6%^5?Jp^aV7wKm|G( z^5*);zAeCZj*$f~Fw;JSK(hI1=&em?w~l<)&) ze&$PVcGO#Bel{0-ahLBT1-x-M-R1`7JniN98S%ZwaLz~yY&4y9P-;Q z&+$GbH74FA>%+%S<&Q<|&cg9q!*0u#w&pb+zqoj*Z;!p7k1#$zIQo%Xb3ZzvrRm?= z$Kf?n2Nec}c<}he(fJ>V?y}l51Ijuo1r>NHf%bFj*)78FfC7!6H~+oYi1|!`s;{{w zlNKu3$`HjEBKKEl8Bp26C|bB9>BOzU1IzoD0c~6T4RZqU)tLkjO>X4-qE5RQxeG|g z!Fgkio07)}0NDi>{~Hf`z&_4U@(WbY5d39vMUn07rhr8GlvJvxk@HROws2|bOPKqE zcPcFki#hQ0fUi9Q0xde9heGb$aF<{LqrN|K{zjJgxt!U;mc{{*32@fRl!i@>XxVtU z@$5DA00s)^CF*;I2_WO$pN)qlC_8hwb9o_4M)kV-faUe|bG;)VNF5}jrs^33DJL$J zzq2C%x9kivdsn^&DlZ%hYSNMMoaUM@H{XX+K%)|tu7}ge{KniOa_Km34FjWt!=Pu7Py3?a2#Pw|Noa@7d!U!! zV4_y?24SC9cT0#`za+#wVAFf8-kCJD@Wam%%TL`|x)7_+}a z@z|)-;O;*k@8J8BQ~nVGHO4)__t?AKi2Ln`{vBq1donMN95ObXYNbAlj90h4tqG#E zBZn5!BN|EENIHIh-B2N4Ze*;24u&mBWp0wo$^*ara%uej{fP(u-&$`!-gjwd5So=@_#^^r$uJDE&VLz7yomMwBzcyjvL+J1lh?));U$SPjw zq*8V#;->O1%j@O%y*-%$lyIE|Su6Dw)?cnKj*aME+9O`5sadQV*NQy<8o8YKVX1# z?E58+Rxcl);L8U;U2)#db63?EAn)p>^Evk!5ijB6|J~^VD%FdIgnaPfMf-<|e7`KR^HO{^xh^pT_w^qt?-Xe}84U@p7AN#I5ql(&yzYULHRl zS~^{>YWPM1vwmJ!&(ipBxTWb#%`qDJ?zsJ;#qkSU`>Ry=POJN$?FHe}!K;L}YU_S^ zzTU=pB&BpE1GG!(yh7^y>+|Dl4^1P67rgMo>)lrT)k?q2pD(Yo=t)m1$n`3$#Y>a@ zm+Sj0+5R2caq3I8_6WB8}=~-WYQyGeB&ms)){2`9^5DD5<9X7YU)k*cW6#opO_XdACG54RJ zj~d0!ibbyf3@n-ocN5uu`N!wm-+jEUy|DT0W93gkVB^i<%-f^?xcrv0z}IGBE+yB; zK%gE2@d<%{-k((TB`dhj4S|SkFW+*S|9m{~nj4%yJx2hkA1840(lY$x z_#=To68Iy5KN9#Ofj<)XBY{5>_#=To68Iy5KN9#Of&a7wPTk=D)?}PdoFnEx-y?C3 zQ6$?O+&to3NyLKV3{3-RQZ>$K;~a_-!TsaC@h zQ=NvKr5y(8@k7nrSgQA$f6-+Z((y|FizSsIrKX#s*KRLQOqPp_HbzRAA74B6^#_Udw~N)cY!{brX;L4be`OHs zT3KO0nhrh=aZwE4L}BOc=Hcw?ZRh0WhpAF1lq~p76X{me3v+C@>FPOn*q!Vj9GvSn+j;rQme4q!zJQiNB*qEE=!o#WcAT zb}?NpgY14uJM8lD@-%bx@^jwxUAK88}hb^+`NM5`UUONj7;cpdLXb*p@ z$U?JNya+4CI+mbdjAU^N=XYCKg8JQLmY{yO9POX9oW=1=Sk5xwg_g58_y@~b9Dt`$ zOr1E#Y`1ukWh`g$LU`>gw4A?HWTEB!ts)C8XYnFmEoTV|#&Q;?%v;V9)bEzF1ogY+ z7|LpGb?`9W<-E;pmz$@{vUASj_$4f78Sp~OSseU>?}Q{uV%^Llo(Tz;#=;l%O2`6u^)IxJW#J1gV_En@ zt3bjTF&42%F2)*=xvby4&mxrXR)C~1ez$-fzCUVTXi4oa#PQGL7HWP8&_b;*1hL>W zzK|e_Ro^1oUI-P(LKoHaLNH#v3$^^0(1jZQOXx!FE`-uzG>eym(dxn+#_t-%%l)p+ zg}LRhP1zW^@O++P3}>g`7$HAZVcrfI)R-P>u~cbQ{X)(Dy7Fg%M(d=bDxdE)>KIBDZD z1^-IcI2cZRi%J>?#H(+ioR@?xl=70Wg)+v$=;kH*ZCAtBJ1z=4%^*dJ1Fc#@ri&o( zgo;Bj{vcIcuFzkK6^Fy^PAo2091^caJi#uB!;|ciI6Tqfa8wxU{k~iDRjyQ+3Fn6- z-GY^_-B$$N_o?Ow)WTgS%)<98Zn<5j?=bAxSm-al)sBx@OiSM}h+U`e`8W+MGTAI> z1-Jk37rI)!*2T27IC3$4Esk7FW8aauU8ngBtk%9~EZlXP&s?Cn@0sl1#}@ty^s5Rb z=Eo0WkS&H5okuU!P<80=PhbQ7tc41h0*S%KjS#7V7+O z6j-SG#R@QEM(v{c7(-YrpM8m4h_6~^|85qGmiulU_^ZsnwvNTnOIXKWLKj-cV$dI~ zV=*$G<}mgB#lFMWJ}qM%f1{0s*6}wAEVPclQDC8UELPyFbu5~Xv5v*^=dEK=+IQ<% zl=j^^@K=(5Z5@lDm#~h%gf6s>#h^b}$71Baw2s9JEMpyu6~Sv`p>_O?0t>CI_;njUXg;HwtsziaGA-2B?~+j{jY3LAeTMk5Zh#M*Qb zz(PIY06(lvahZ5)Nle)vyfY4l6Z@j$4F|-lZ=rscge}z0lCXuk!NDjon!%;0zt4GJ z*REfsi(P>tq&tt`nx739&T$CxLdnjP>2Pz}d=~#-E=|Alg%j1HGF_ssg%Vu?v{0T) zfEG&gJLq3ek+@3`5)inOxl3X$zW;i7 z_#=To68Iy5KN9#Ofj<)XBY{5>_=hEs&rd93<`oKWvKsM zqbCq^s1%f`4}zAFn}`$%PXXpVwi2;(Q81f8z%1frDws1(nJi+KhE&{kZP!K#0PX3( zGaD1~;N3@Vo^>vjz-I?v#_Bz#(A83N>`GA&Slj%jtBpbLZnCD`;1zv%9zNB1{h5_+EPMBQRx6Q?lMU4M#V( z#`PSxhf=T4-__L~g&Yb@18$Bx|MfwFR~$s@U)A{a+Q1vzDW4SzDRo`0SyV&L@tvbM(cHzBC}V*Hut4K^pRY z&NpjaNen(XJQA`p&4U>q+-k$)?*c7}a{i<1N?~VWpP8OzFKDCXUUia13Nkz>Uw6oG z4y7J&;j*e=4lGSbIpzm?6nAA02k3NoCYg4Z4k5=2bM$_yn8oeXRi#J*~ z6xL0>J;L!Y43O?YH}zWt!lMG__olAx08Nvx95{~z!Ao5U9rF2cfTht|?o4A8q;^(o zxN{*DL?8Bw?rf2QnMb}jA1ojM<>zzGdBZ&DHF*q{P22&##&b*?WlCW~)SlXbwLQS} zoWLQ1Taxg=mro)G#-~v;3Qe7%R5@@LQK`h-odPhDeI4^{Idv${eAi(^i72qN6y9l< z5QEOxuh9I8Ko6a#l zPl4v*ltXo#(a`37wq?Cv8W5T@ykAEy4GV~m@kmh+g3sL@vGV8gp!1`U%CHNSfN$S} z-8RmpFvy*-YqY-y^pRV2Q0qv+tDW(=={sjoTQfEuCGg0BVZCc3EiwxMsVONjg|a#n zPuSsP^+Xi-jLcHgcVYCWuUc44p^x6F$$hA2${8(Q&S|r9U>(|V@8?OuogwIw-qL&h zUkuP4R>p*p#Qtc36TPkCrvN(dI_t?)@-RrN7_&Q9_bjkK-f$ur9SG%Gj$CaZ+6Ty< zyd$|(7zB4*9qdU;$ONfgZl^z#MZsIX3GQnga)E95!=@uwq@h!yV@2XoS}=5{TDRdt zJ`~cvV7A+)3Gnu$ob0o@4q0zH)R4D-0wWx^>$7QO;PbqkjW;Mc!27yzVMnH1xKEP& zWu|vI&<~X+y-B+c#-6jeJ?x|aNQR{1&h$s4_0At;acQzZpHitj-(9;6Jt<7jUV6|B zy^(dZ$hnwM^z*@!@=^Vp&|JdDNbFSiqIW3l3Cq}Kh}P>rjXn?@3MG>rOF}infs+P=;8uDOCOXdfVQ3+@{R(rT)m%>V4L&KUcJ%B>#^Cbx&1*0Qpm{MPU zLFr0HOg|3HflBe{gaLUX`kcrhR|s z*vXI1=zC|61<%l|Lz`_cv|%|Lg0AD)oU3xd0G;r}QFP~CfAna2WAPeFi2h%n-+y&J z|K0m1zpp@m<#`D9LpDuo!dKi^48W$(AF>{ooj8C^@2MiU*l!$#O*1y}r1!c?Vbeut z58VjNyo61YojPiJFQx>WKHZtZa3M<)n~ptMzd`RsHa5*r8sb!N28~TOym^3@F^@sd zhb1DJW2zpCp;&s$A;V#swSm~Q6hX?STh>9?^xI9>FVtt__+4lARG>2k*S?p1k*lS0 z9u~hI9Wt%VUW!cz5r|kt+T!qe)T@iUiE^;?6=ob-_HsCWKRp{4YcdLjl^-QTUWA1K zpO-}OBPoGUlCs5Y)s`K=erHI~j(#4Frh&%V*d+^PsCl2m9cON-)M!xYP7fDV&RbXxi)gQE?) z=<(~E7xr~Kqhmo*x9Kf)^r?weCU$Q^&~oMj1x~F7XjNkU!?VHuXpX&wH8HsW-5Ggy z^RCmOFsOkyy=6~0nDn~e?pqQF2S0yEd$r3GJl|nzAGq=$lzB-y9b$C~RIDc(Zjp|L z0~L?6UoxhFju`bjZ!D!@N4@xaIyFMzxb8T|s?j`He0@OK=vgJ`Ar`wDd$Sa-q`aD! zAn^uhShBn<+A0M z>yjUAJp~RYir%OH7zGR0H`MWwr-9Sq-TXGIq~TkN0P_+pLLk=HYx?L^9;C@1_;mev zB~XYy#Ag*+3g1n6JR|(n1Khj%Z%BQVgnDO$KJlb~LEXN4OK10*9LOzp>E1P^LQu&y z*B3AOMp=oF@sG6iZqg75&zg>}|j+VH)UiU~` z2zr}gh@woB0s5uw6K%g-f3(E^$KG3pW%ab{!*nYuAc7(yiiFaQ%nU6O(%sUbG)f3a zhjd6vhjgbP9nv9SpdcXv0wN%S^74E3`*8oiKOgo!_OaKO;XGzo_c`~hHRp9*bIsh# z9V$=0KqT92OU)hR4@G=aP4A|J0m_16N@pi8D4N<*l;q_A-YXs1-K+A3(P3>1+DFg9 z>q9j*$p_&u(_DoPbe$b0dLC+u$>M=)o@72!&x#>)KkLJx{tj^O=1sdx zpX=Z+dHv1j^Gjet-#U-Y`zEA`VLK%DIufP*_QF*-A|G}}Ju0UNs{k^U2B9VC2(k&D zY6$mX0R(Zx@j{%D$mr~Z95LBFWJ%uK5z=FZzMDL$;Ln#rH~n4ZEByVCh(ju?OQQlB zBOKCmad1PP=DX{p>j)`Iyj=!*0WjlSor3;B5Mb~W;J;$$1>cN+?z*&O2MF1fq(0_) zLur?EJgoO|fFY(@2z?HRk^$FWM8C=aRgGYSr0*6qW4zWtRfq-RTOLe*HYtIf&&JIC z*xEs%J5AqriFz3Qw3(&ZVgW>b5yCc`y9p_XNhyZmp{P)AQOc)ddv{3xg40vNa_|hO z&r94EgH9~`NpEpjz~#|)yy?0K^diIR?-;Kv@;-b*vs_|^+F$cGn^lUTH0LSFa65m5 zKNVb#YCn${Mqun9#iHVi*ZtjZ1;w%;=PxcL+&imTv6 z_a%ZVxh(Fh0}+t@%gbTU&@6z5gI51OV}o0D*9k6(9EnQZytVV>ZwZ8Vc{!_bI)Jvn zoASY(28ex4sC~9?5lE+%VAsCqf*lVS_g&uL09G@D!{}Fqkdb>g>prRgBm?5&i=hZM z$e>!(h z92F?lx_ufBK%8wi9N{f_WUeBVRe;=)fM8quxjBS{606ePh;E^E>k=c}wxeSmvNT%Y z*n>asi#|Pn?8CCzv|o7nZ3;Hsx=yR3X9tBzW~(ZVCm`O7tf`hk3xd926_{ z)h$m^huA@Hr*<@o;gS}y{QmrRPl} z*SIR(!unUd;h&P8BY606PXIK>3VOb269z=&bMV-`g;QkY_TZ}0eQOssKR7e2 zGJI&945(}O7Pc57;g+%0#i-gGK))C2ZIi$T-G3K+FJi?8E~)ra=VwcxB5Pi{RzfGJ z%$p2iRBwP^?}zZJk1hi`vwXrg;@q%mdU7}Y6FwMyUWzRjSqQreR3@umR00Q|dF5?= z1TR&Se)@Qd4G6BbMx`jmA>!C?(Hkx*s9=oh_W5daq_*jfEg~q1?szbe=KBXAEW4=c za#=+b>TP^VZ0#|M*q_wvnG!=1RZjle0RY-B6Ir0<(Kawojf7hG?C>6I%RNG=+F<=SN`) zTzl~#Y&EGJJf(blW)iOf(zi*sK2l!S1sU=)cjo(Il!WswgfuXPGTngbcI@X@} zxpF{W2#DA2BS^tu@gPZz8O-dy!Fx;>hoY_rO1#TaLS5&Y0tp?=QKk4*lSM*tBwUr< zR8t;+oTbCX#pmUa_2Bo*X&2oQ#Y4w6j!J~uW&X}}eh+|zI(Z&(jUm85z`@#Z!vm71 zH%Q$855d?`?Ds_lKe(f$!~dKm2{i38-S(`AfPAd?(k`xN0f*OTKfQ5dgWg!inv)NX zMA^oEa?j$G!mFJLpY}96z}Rn!Nfqk`$dj_AlcBl<$lM?Q3c%rpx;+ui2K2aKW7pJz z{9PejAzNahd07E!&fNYT6op_UMZfTiU(8^$Qo84iZX8NraCpaIql_Z#xUZe+Fh?KU zj(=~=PgdiU|ZBTh7|H~n_kD5?UezOdtL z)?|To4CiX8wy?ol+K201`K7RUXMLr!XawjY9sAdJ8(=Bz4rM$2HmEl=pu_&d14sED z)3HgN2L$m?F28wS2(@B&{F>aG!KpWtHti6?w$V*N{x%*^7V}ut>1!;)KhkSxRWd}I zvZ)2^Hm2y*-MB(3XK5s-`iGO@bs)-{ymXDELKl&|P`~*s&J#JOU1}pAR7Ik9xJ?+o z1;Ey&#o*_RA)w1!c3?2h0}kXcP+$IF2SW74oVIZN;1|nx>gqoeK`Oc0LgH!!k^ zu{a(lgUt=4i~VoEK8FiR9`IgC`d$btWIPVAJSu>0FVMuPL-2W7k8l7z3uuXTFyc0f zLuM7V!@lIo=x6t>GUr$3=vzo$GLEM>N`ILZ9JU;QvUF-{Pu-VCep+?$l-llyMfn4R z{~v_@r_b;I>3sgby?;gTZ`S_3i?Ju9Oad$jUENRYgSLlMlS)QUPjKccaj+|Q#0hr) zO8ECK8QTd?Z4c!MC&1VfLU##>hGjAK1m688^E^phC+&q}zjHE)6rSLH?@M6>;qU~D z=iHe~ScyHcf28lepdC%d@Wt`04jSb3IB747tM@)47sIzR$k;{12E$j=x9W`P9P3GY z$q18o6ImF(71AL$h_EpBnqlmt^u%Zk-y34T%oL+Be5d-Grj)QS@dn1821(QNfl$PW zx&Pp72+-EvPWYPR0j1~`4ZWi6KoB{}O;dJ1c;-j5@VY}1u;t9UoZ%V)JCrz9nj13# z6~DcEMIIZhQ&5`~&G{=zt9Q4HLbw!K^?OadV(9=Js))^7xB+fIdd*5HzX%%Y49m)w zxFA7;mp1qD`(9B{i(Ro-2%pz3JDc9E0QHmoj4MCuYGElGZ5|2)=tc)%A=XF;2QUQca$MSFzV=Xthe`N z_6d#xV3C(K_7AlX(E80j?t85V#2a9KF3J1=h$g(b`0AV=?T^=472wnJN@9^p1fR{GMhr|Wz=TBZ zMY?Mo$~DmWh9{tm@XkKLq8ctrXJRmDiMiW!I9l*g0^m$V76xOP)zx+~? z2vYKWDBcZ6KpaM#-z^PU;I6mLR!$rneEc^CpS<))RB)&`CVHg=PKXN&Z!vWMv0=7b za$F6N_viq(b$k(cnR`fAR&zo64+lfWQ#hdKOo{xP{6fe_!M&U)T>-Amlcu=(BS^>7 zYh|&(3~+qA>iTZSArcyAr`ik3$T94Cb&jVwx>S{a_k*!Gda@TOS+Nj+j?Ui*%Z-pn zE>0v_vp(+VsEE#9z*!7M`Q&bi9>>4Em!={+qr(CA5;E8O;|}RBEIco`-~co_enBqz zrx4{Ziy1g40UI_ic3=N+s5nY6u(g*BW)Y9!nL<_=8vH8E=s6bXIFkQh_NN#Ms236# zD|7+|rRDS(<_3sEbNNym=?b{fkxu_Hixa-2Q1@Lf!U2IAO1ju2g-}#|4_C0J65M%f zo6;I126Oo(DxYt00-M_p4V44qP^_jFY5I&BifNNb%uu#KIi_`D{8tHlfj^^?mY1w^J9B(l#jnS z$PRRKxc26MIJPIw>Rwq)O9Z|o4yPAiMnLVOOT4p|$9jvaU+Bfo1`n;vzbyOz72Ovf ztxxJGfkcYH#=4^&%xWuYbx|}xp&6G-LeE7&!@bg9Rl@~W)#RK718~5KVcDT%SRpL@ zRFi5=PyrSa!sE#e5Udj-i9ps{qOb{|5JOyI)ut^?oQx|{#4Fg z|AeoKiSNf>*1VCB;CE8r`ujr3Bd5p{JoFgn>c&+}{F@M|O>JK;JE@DrVSzEap?cZqs2 zdh6WH@CH z-22fM>sx>5*v~ulc{~Y7#OMlOMMXmjozfRrMY-U`Z2mOvGAFd+pvc}{#RK%VM3;V> zmqV?92W#k4C)j-7AYb^T1(GMjp|vxsAWA(Bo3ED(wl9Quv)W+;jysPY(3zFOvIL^u zRNrdAnRAPHB3}%ec{Q&GnzDg#I`vczrr&7dm-(XyfKN=#WQSgtDizfxzV@UJ&_sMQ zh3-qL_Q=ZOq19y<1w?!am(#;84wbY~4A*sNp&x1E5(Gbeko!WK^Z>6ETJ;s5i;KRC z`sW7O<2&h48AHHi_}^VnBO zpK=6JI&CT}i~(@(Ooz3*` zp$@~U*Ph4z`t9_mb}E`W$bU^U{^qO?avYr6OZ_d4X5~*;U*ishKbV^wtRI8|?^!v5 zkPdJ7ib^$_JjEWgH}HDhF7t;w1U4bkp2z;U`gfWUhiJ%Br$-TbKNnn{;d$2EzzJ9C zH@vH#;DISAjhpR)z6!DUKp zaNXdAL&mw|_lH7%aE789^h9KYYk7!4&*GwYH$Jig+1mw$%rhy-V4cLQolz5YXdTcM zaoeNqaXXzKI0^`CWKip?#vw#m^H4KL3q3HW?LGa`2W?8PmwY*pMC|_jOV0NKVHUM2 z{%aHl(qEy%J4@a$cYejcmem39T{pC-nf8Y?yy%?Lqhv6U81&iGGaAm=Gw7BO=YiY7 zc@lI=$Kz3N{Y>RL0a&z`q+T^FhX&VIMZVB?0m9t-JJ$+Y;Gbe|*}u!HfY7jHN%bN( zyiO|WHE)Om{z^Sb6EZ4=T3(FPy2I6g%E}?u`*^*@s*ztlQ-}?y`A4*LGp3^WkMc%c zOj@Wx(P+X&*&gAV_7g&&hzwu4+#i>TLp(CNjgQE+k&a~MhqVtrsA^wogU?k8$?@CO zH>Cx^=PwDb-4=WS7NpOHjQbt0|4Cd=_@?RuJWGUs5&HQ;ql2~L^YZOeJ(yn6Vdky7qPsg4= zJOn$_wjHKz+)(i|AE=V11wK){Ut^ogU{ct<1a|pOFk1HA<(s@X>@y#6`gvIpc-r2RFU`?U7C@3AoR#SrP1^?6d2$dAI_8cz`Pr+cgD8tK|Z}bH_p00{Mg^n?T&jK z?<42Yr_6|knaq?g318lUJ`NSa{@6Cs;Yg%Y$ zVV*J<-xpEPsBlK>OQHYi^ZS1~pZ{;~pNpv9!B`l^e{UWLrP?nn@VGTUx^-^0t9+0qa1KNiG!7(pT|p3-~~X7oYfEAHVOb-sc7s^!%X$;nm?L z@Eo}LuBUR`jfP_fi7Ty1Ie-~AZSztYC)|sr(k9!&1y=-5ZyG);hw)|hVPaTa;HK%k z_he=Zlqn}?>ihK#wDKepmX2}3Yt$3x9MiFZrRf9w)VNZ3A)(Fu=zcYjl}-53e_agz z5Ht;vVq^hW-~2DcGN&S^%K~>pl{L{l{ROL+Pwi2Rs=D{Jeg%Yeg-rFJFAlMD3aTzL zX(O$cJD`rl7m1oaZwve-iE^*Ip}b&HPV_;Q%< zap%fM%`V`DmtQ#dwgq0~@1tL~LDTrl^v(u6@DHh?kh3Ci`Qu*A;z!Ncup zKsOROlQAI%jV24k4ma4qkMkZgR4S>cIH7oFbwv|7+~nf7aAjnT_r`wl-4cI-N{U>Wj|ae^2fDPzr^SN%>^z2STD*+t=mdVE~)JnJ1Lg2NuqB z1X?pY0EV-5-v%cA;rqtXHDTUluvS-FE}I$+mo(-z47Zrr2b^eUL3s#P6`A;^;Y6eYvZscDm>Npr&Zk^iM5ta zw~#3!Ra1kq;jlPlGHmeZii9>AE(-{;A@W6SL3rwB1yZR0!d1NNxd1p};ggEP76ItV zrl|J}ykW4ro{xW?6Ht8JGBtfA0AA4-ue^341B@l{(Vu0GhTc<;e_Z@p0Q|;UKe{<_ zLfOxb(}XyLAXTwvqT`?p@*Qk7ms0hBhlV#*86LcXY60L!AKf|-(FkK?3Fm^Yy7)yL zmAIhWT6p%FbqS0L*~Q&vs|Btzzdm_aAvm!RGOdYs6Nvoe(!QmeisrA6ek>c*Lk&r| zqKC)Nr_QQNIu5G}qO?i6V|XhLQCE_RePY!^j!!G#u!|2`7!Q9{ST2Jyx};NO#RDPT z8;6193W^L{ zn2J=>MCB#9U*92n^e`@_i%~=YHMkzkFKEZ1#q%Rha>-iglANzb?3@qEda=<-NBVzy z``_&^{-^dt@GUm3zdteh^?lOPty&Y4A22pfn$$mv(c@l5am}kgF#0u}f?vA*1f!qE zhazXIsVYwNt5fR%uOj~I6FlP|JoD%{9{pcxiG@Wq`*~ItVf2~1$7PW}7LzaV&0*AC zJv9~myFGT0X3^DX4By}t&UHUd3}61tN;zyE4Bz-`;*SM-F?`Q43Y@PAzVGijCgJCfqLV4qvz)=~mvSld-GLxjrwHOxw zIf242SQEUkXOXe?j296&vtxF>ysZw>ACYdxD;B6_ z%I3*3V_DLoD|RR`dus(UlPYGZ|}#P-yV-#Gy(&#YJSgwlD;dku(uX8^k2ue_WHDm?*x99~fUu=aELR?<% z#@JB%Qc+Chy;CTS^QJ7NwL3i&8oG*YomE>1Z^^zs?p8 z?}gnfpjM3qH@?*>ZRz{LWNMFFgm>J)!3(3h-O4byL?FXK_Bb2VG9>BHe~LMda|nw} zN4^Ao@8s7b#(1IQs20~u7zyC9r=>k8u7j=tCFb5!BcSXV&Wl{L4!8+#(ejS|0QY@I z;)fpzLN}J1B#tjgfcMCG!WVYcaIfFv##%)S;C2buTws%gUy3?3N?o`>Uvz`VP;WMx z+%qkeWi>&KHF-W;$PMW`H%ml))k5pG;nrR%S?C;YSF-51C9+q(Q8RP)INvS@>gCL- zp+_@ISP!Pc;J!*MDY0xc_@d@^KAF`I+SeseMejL-^|qvl-;rUE@R{JH^7u@^Ou+36 zI$~gLeVb4SVF5^nP1ceLypT&*vpRB{5aeiC6x{NugWDD9Ty^({Kxv$osqS(A^2nrz zC2nnjcba}nhn#|NhGy;;+9w1}@0}RG3s%E|n6Lcjikg7zmCOlVNlBQte!tnzg99)r zdWyy8XQRjb(~(~GMhLgW7JvH46{VLgi@cWCK(((VR2ST`P|Ub1-Rhb-`lu-XJH-x&DnlDotnCnMl9lTk0-b_8>`2CSB zAc>9ZfOFCH(jS|)fCKA>H_e(Lh96c#m+Y9->qX4~uVJ-IPeT&= z9tgF3!{r3KlmQtOgW1S{%*J(y$QbR%PDiTAx}hh(%DNgtG?91~lj+R;EVMc&pRvzn zfn4&0a}wW0ATG*`!?8Q6=qc+rzO9xp==e*_mEch}a0>l#-fz(lnsN`1nQsRGK{iIg zmv-T>db6)(Q?(RiMp0fB@QQ&dpGIjjY3sm>SM#$1J04j4_j%7RN?-ITj#+6g7UVY5=~{sp&=<}277gy5=0kw(2d6}Wr@>yrI^HQZN!X1{l{ z2PoA)!dEU4hhL+AML02tfQgKGK|PUdbl3P!Xa@BI#Nu}~HeB5e1+82f_*i6tQt#Xv zpj6F5jia=)kDfUpnPE4@`xl~+Bg-=^-G?TKq;97<=|(ub_|)Z&TYfaaes-Slsh%Gk zNwi4&W$FTwsZM|5nht}HhY^ zBEW3B@ndGS4(|1mv&}vj2E?=_X+y6%V9E|X``fN9z}Rh6J(eK|fACy)kLx7@&sT~r zCnr=xo(K~nzZcD*`{59CYnddhRvX%TuEPmJT~>V?ma@?YvNz*5-x{H2p<$MxJ8p<= zI4?J2Tmu=MvN!Qe&qB3|S8pgvTA=Y^V@YR;NOU1@+a>Y7D*B&3zyGK6`TzF*(RtR5 zYG8$(=sm563FW8be8Ye1cX@hFOu^mI6I_bzv25TUbAl(6oSf|>c~9_%*bG(MF|=6z5-0f9M` zZo=^W6zygEfD#iAQ6SchnU==X+w#Cz`9cie9sHwOWnXV1x787XqwUi0zn8|L9}E@p`hO(QGj${Jl8l3a>(ahgT^}GAh|-*ldUZv+aRb!5hn<{ zLj6_6n~A_^a8c@$f@(;i*?*w;u^CvvW&M>}NvOAH6i;T)38?HcT6GVz5p{jQXV*g` zbpKS<@m4W6R4rV{;ZLZE=<8HJRpn%%H_KA=%W4*gwc+Q*aJfhn!7h2{rh_VSG)v|E zG!_O+rfW)VGmhu$t^qf2oIl7)viMfi#RcfU{cJge8xGe@hoG5i7PxxBt+nb+3{<)t z@95!P0HU1J7;@5iVe8nF=mRq%P@Peq{-dQ1V!!o~5|kST={gOaVd)+4okfRTPsxAG`+9F5OvAxv3e1_@GlV(6c@Vx8Ki(`AjwKAyJpA(cfi456K zW+S~@musYs`&XXfKJ$Ub4JGRDh<}*XK-!U`!fj<)hn?nc$ioim!=irTAUMO>~Y4#Zv8Cc50omwibgM5m*IjD5s(v~E}6zvETX-BfTA*kB@B#BZN39p@H+<2OWL<3cII9siesdl5T zDTqM#BLmBsJk=2o>n?-tk1&}0ToYtIj0Tn$*EMNG{9p>x4MCD?E?^H|Wbk}R82s{5 zeOI(T6NI0kvUQ(~fk8Oq>m5P`U`)=WWhRvul3$XeQ9DNj;s?SUB@*f&MV(jSMBxzl zU28~J@#y&ZtVyVDQ{Mtz#caB^R|O#+eh7!dDj|@ezBoxQTMd_9)d+TfX#z}y^StVJ zB_UtaD`LDn4$x~3bi13f(bPuwfpM%6GB#%?>N@X+Zfi`tuy`Kp?X7F0j$T=a&PMEG z`++%sI)QUL4^^YF*jc{JW z@XfGPE$Y?dKe@lSW(VGnBaGgr1+k7gp26_tYDkl+WEDDT&n4i~ZLsY7F#9X1+)#eY{_ykXxBUA`~`}&mYm;@B%mL4T{fSiH1LS^$jG2 z^MTOy&6Tw;iLh7h=yG3s8QA)c9J~zp;ms04u8>4hFgma2q(#{dV^FrzVaXIIWEV8p z&l`dyhaVjiu@Av3gMp&XQ4xsumSN`4EGe)iq!Q(!c@6VZhx?nYyMd&FqrDWC0yNU4 z(mopF2kP!T`>OQ2DCqhlm*P|0VoEUyj(SJANZjRe*sQAw3i<4gZ?EW#wvP5!aP(A= zVA$D_?AS!~TdX+#!h!)R40t}I-kFH_{hTZTi-N{Wj#`4hUk*I}LW}{V!4+wL*K>D#sa-UO**y1Ewe{ zK;6fsA#WB0L7<;S_NhO)h`eAs@y`X*<8v}>Q!9C#(f2Ufd*pq``{RWyDdj;Ts-3ra z`|N=c5?5~yOQ=aitswoU-UmZOh+ojN(GvqR+{K?<-bw(ugPfAIRH0CQEm%}tLYw(O`g`q(;9>C=W3qlI zX@9?5e^)%U0?Dytm$F&EtQGUSI8HkJ&I z-$_AsRm5QrUOOcGc;?6K^c2wVTjLN;AA(_Pd!1B@hkyd7w&{rbHXOMTUHk~=6rdPg z3BFJN8g7d4e-fPT25(8&^8(H&Ktkg8-u(9j!2H7_(Jpij1X$-9+`D`j4YR4u=hnjOK-bUCFO@urQ2)n^tEbjmz#d_} zNR5mjEKFqIN_u|}sZ>ovh2{Mi?Q_65n{d%h#^$M>81j5?=a>D4p={S6@) zVZ~&E-E$uNQB1HRy3hv4AJYMPt|^dKV|yp-p&}IRG5>}0SrP=eq;YOP%|+k58-0de z+M{a4aAKk^C#2(kv?%e}5QX|)W66|CMA^%0)8k84sI&j$Sk$xUC`rQ1k5=6d@ui*G zCfSdHhQ@+J4^0yRjety4m|iIKJ|7mors)L+j4J$BZbie8y(eFG^zs3feEde!ULu?$ zT$_BlQ3gWa`wZts@x!Y;x0+Q5$$%*CutBsyJJbuUs(XAi1?XmMgfc!1LABql*g)$L zM5*c0D3acWLihaaN5#niy(e-~5_k<6Ty7o=RCj}}7bzxndn zRujrWi5UB*GJ06(NVe^yewN7lnKkR+2|oAwU4)Cb$O%r|zN3? zJ~T8{TqH5~UwZbBrlq^T;(l0;;oGOCJI1<;;j8KFk&FEi!wVX|IkUwpR_M1Wm2PT zkAZr>gz{&*6Tm*XXi~FBDD4#R19#7GPs=YQ!Y<>x zqvyNIz!ysK@|9ISDDrEP@lp>lSm`o4bHTJ7rUu{|g0j_ja4+pAq8dA9Y05{2i1D2jP5IkIL}X?2 z*^E{nCBM*&ZX%C`-0^okn9~!%5LsJ5ltU=|;OAGd6XgZIa=xz-IEt z9)`5Cs!Qtyhv38VC49O|x8d{I?p$0qGO+(k<@4d4*HGh(6ZzHcZt!h{onk>j0ls$j zsKAvM09IGe7ZbDRAys3AApR~BlzoerP3(~~y6PnqHIS!*LbN*=S3DEb zritcyZ!C`nC8D#&xQX$H0 z!y$Zgm6a4Q`rT7Lv)Kmctx{#!^``)dGUqR!heNQXS9f>h*sgZjKNU$doLbkl_Tuw2OmiPpXp zdCBXHth47iLwQut)#?nX6^}&Z`1oAK-BJUTNv!lry(kgc63Z}TG5??5{&)L}|EWFk z=V7DqcL|I?POju|X^|WgA7?$I;ZgAtlOOQRi*7R`>-mYk9Po_cG-zSs-zl0U8U3V~ z_;^0M`mH|Uk(2gi#omHuS8tzSN&9zn)h(F(hqbydCeHqfC-q%qIU+~)c_(^1lY!6s ziwVOw^)K-VPZVbTVede!itRpzueb^-=@Y>4wXT~Vc!P`K%Tn4sEUScBfA~wVJ=rKa zeDe90^Z}yRr7?WZhJ9}h*TnEWkIcTAjKT{5!jzm5xOqpN%~^@#H-m;b$BW<|l?B%F#^wI1;eW@-h`IzJ(&u{ zfv|R(I?8r`6DCN!G#PlS1Lr$Vf67Tq%ZI-{q(T*n$2%2H zS-@UIHXvpo4sx&m7IL)<0hbK=^(rnU!)@Q;-3Wmy;6krEb8b5es#-W+tKVw`j+}p6 z+Q%fIdC~UgZ1Ri1t^;f4wCo5JSg{c9sa*!$AN(u0)ZW8+M3!*w_y9RC8IoUj&Pu?N z@89pYHBf>Yo3+;Y+5zZSv9+N<^cH;NFtLbg)PR*YdRN03B>`Yfzl`f!fCl70Sq}S} zBk9BCm@|P+XfkalVg0NsO4&0UoW~AAhj`;v7nGDy`I`(6MwJ-!-PqRNmPH%o5a8=f z<)p%gY01~AIx>JF+cI5JY8*5&@w~lF9R&0`sxvdwl3?w3$3YIZ3h?F04S&bYEGQKh zL7e4Z58fB;Ruim9K;yYH2|cM7Ky}`w@m_`zSi8E{D093&R_c0z^<%F0P@elrM@AtL z{HTF17BnFaOY04OVpW|3By^4ZjVS}r=k-ML!uN4N#h!V#%v1yFNJMzeQiy}u%)%a5 zi2^h?FQyxO&lIV3{AL$4azZ73$&?7}2e3vo9pUg2Mw{$)yU= zAe5-yeIpw>eX{x)9Mk~T%?vIm=t@GOJT0M0Gg>e< z-$N~DBxhMb40QtjocFsZ0eQru<}*Dg!1YDF&D6C4DD>{H>`Lhba8tJ>A4t-GO$3 zBlp1BS9Y@j`yZjx*Y}D7*|ad^!am5_mw;+J410`1S3$I|!-Y`iA^6iY>NnNxFF;eR z(aLmK1NJ7jalF&G2QqEr1NV3H(MP-=Q|j}MXun~<;KQCHVilnp;i}O=xkgIw$qj>% zi(;r>{GloOBWut}P#A+A^`n?a$LB6$T`{%U+)0JMQo=ap=rTdgj%8ZzSR5=VQ}lis z8U(0N;(L;BNznV@)xYt_=cztFl-K{nmk&I{*2{w0k4u;KWPBJ|w5 zllt{wg1n9z@e^#@1o(;O-<;syly#Tc4D}N%^{9k2l%(KadiIZ|*>+C!Q@LaK&YNo% zd%9!zTJiciGHE59{C`BpD+7u#4BxV1ndUp57`_4Ha0sCMoRH7La=_}6w3`tZMKtUW#x2I=0PZP)D>mF#gSQ8v8NY_^ z>yQc1N_|yrFGT~MRjv`$FcJsRB(a6N<^`ysGPD1IxG6Fw9mQ+(bwX@4>u*Vr zm(c*y97f(!&k?AG-|0ICmw+I7xZBded+0PPlg8gm4AYyfOE$SAAfjG-<77_(jEOX) zf1*M7fqT3=ZDs=akR`aB!qbGBKLk&C(n^3l-G^#*g$2lgJ;a~ymnpiS3U8#A9_O7c zZQ5m5C?nN)aT-gjAjBPU_d}V75^7!-ObBv~L9(-~PT{(m$oG%PP(yPne7gDSDLqRj z$a=Hec&RZC64&Rl->wP*zvg*#SZb4Cch61l{e%iIzuR<%1ScC-+Fe$t`=V<^VOIE+P+6ep^oOdLJvjoKFlxYR*-$P;3Iy+7sVrYO(+lId-4ikjJ z6CBwn0Jgu}t#hjbaNb3*DK~lououV2zHiomc^>ZL){Wx8*^!%W)S&>iCI!g!FPkDe zcy=M=c>ILbgL0?3lutq$$3dh*2s)V*OhR zO#YNe?#q-7Lf`HVU=zkcP2b=rRCu8vVQT-hF;)`P{Fx2PpH_jPCQclc%UQ5;zNSXd zsR<10GqJIjiNi2n=MMhp3!s6%cEnO>7)IeU?QOwjFzQbv@=Nd?t{ga^Kv86;*kvh~)zl2kCtVhwUHz}B_3(y-) zQ!#bJtwntC9{Nruz6Cjraq8h@yaUI05nS8aXSN1!+MX1<&IBH$4j34I~+9#Y~g zXsLW6f>lK+^!by={Ue@SH)}ly9%}v2;j9~gaZ_doQ}h$S-b&H(f~N-bbxkC2kr4;y zhXr&ubqY`|<*37|n<DCB=={GZq#-ZLGC4=0}=Sx<_jbuoOKW?HK0Wijg&1~vvpX$qPr?fR*~CaO-!76hIs}4DQk{6 zr$7xsohxs<;5|6d{ou^zr7K_x@9&Q5#yjZ!AtPIg_6xuZUBoWBbsuKYt8`kd9QzYP zgJWi^n`levsdwyH_v88ee52*`Su{t`QKhBHb z_&eEK0TT{A6Eq3;U_ZHok(o`@v41clUMs%~_b*zQ+H4p@BTL}{jz0v*uHwD32FDXf zpnTnqjcORS9(WvGes>ni@*Aj@+tM8Wp2lqN3t}I5b?Qq`Nf0@5u`CtKO8c*UG$S{* z(LZDGPpQ~o#zn?l01pIg7;Vzafu<*);MI``moyy@&t_;rwATd=Uc_W^p>KM^tf`4fC!?mM;h z^D7iQkg=6zq=7C&r_K!H-h(UxXN!Z?7=Z6k>mYXLJ6Lyhm6JDp0Wjz-p07QcJB^S zRH_Y3{_KzR)XDgpKFg!&n5jSNtNC!s*tc4$vjm)}=DSqGmp?L5oPm$ z(opI@W__QhJm^aBsE=PN|4Kh*ZV1? z9pA?SL%_%*V4nrqn}mIs%^Cr^a!cHhvIJ`Afr|`19pKY@lGtJIdr(qJGKio48ps;r zFyxo{2x+g{l^x7(gRdGYKl#B5l>F-T!>WfGKB-5^9W3{tU59Phy7Cn;Rv7?#_TNFD zkxz={PG7)uw8NCY?R~iU;BMbqvJ$wqmv76NQiRS$dA#$%vqUUJ%6at_&giwlh2`Eb z6~vGvuBEu)gZ5s3ijeobgT~(P6^H%tN4GwpuNC*?&|rbs-_5d@kaf4R!QfLn=qIl8 zc%qX9bG8c&8FX_%dt#4g{a`kfAM7UjZaEBEMHDlrbIPF1QST>5>1iPLB~ottvl67M zpc(x(!wr6}Uzzq?n}z4YnQngPz=6Y98%kc-tB^rGyud@`1~gNe`51Ef9@MXJAPNxV z1ZM{ondx7AfYKu>?xDx~ffycWXf*_w!NAP?ZTP_)EP0Ro{dKVj)n*5cUdeGm+e(=X z-?*F+*8Gs8OPUe#bAEln`ZE&}wf<;$QUwIWS-|DV7 ze*d38&biL@?LX}6wzj?R^=|LFpY^O~Jx?k_i!DzcT>CcFS9_-jq|uvFE^A~!N|TsW zj6*bNW%hiH<24jP z5zloqF}*1;+fMz?L>D{$H4z!Mh^PSyx3k6Dg#{?YZ_kVRf|8MVK*b{~=?4snM ze#iS_Seu#IZ-moqF&N#&939(6#&J-SEiJO}m#y4^6Bi?UvRQ%^h58F-Okq1=u z&mLkS(qOsL7r5(<%lJ1k=7ta3>lPQOf84!yh;3=6AK9HK_=leT)ihzE-XND&9A88F z0jB~I96!I%0G+mq65R8t8T-WZzTxa0A1888l_9EO5=Z_$cI^S;2&m2igk_Y`8OA~KB!+--VE+tvj40vIQ*r`Aw z8Wbm73gt`7grvm^!&aL$plmkt$YmJ}{49T+FN(hv)D*?BKhso&*B?6D-&AJ<=bf^x zax=a_9n(U%H+XF!%L^PQ;L9q=k5L* z#u-qw)9fr)Tr~K04q=C_}R{#kT*4!yKc(A>gsFh~`urAOWIa$*MR zc~_n?NsdCxIvNmwg6pDc#?9a+Z;t6o8nu* z>Ji~n8oMrL4P^F~xvq227cIKj5!VIEqr{#&Uoo@+=yqzz*9?3m^xZ!7AtKF#0UCy} zE}=!hJ?&U8msAGS5?3dDlok!js4Q3(m-yl8iuKAlr=$GOhA;a6-Oonu~rOuJnk~WLwd~ozV7QdJ3wr z=y5CmYi(w5rvK6!>D&lhXwdW%#rnTD{Ei8mAKZhb!qEc*g{oj)$I@3YumCBk8pvO- zF-Lu;4={;VE=XfSN|%O01L=EI&nG1LBI6A=A{k#FEIzIkAV02bF7~puDDyPTrp~0H=LXeX`Gza+CrhA+30s@aHkI zT8%W!Wl}?Y5;LoHczMv<;f_q#J_gu^6)=CioB<1;`x0zjiU#h%soLDGnb`e{()hNs zHK0>Lb}sC9A$)sAxZ$=zD=0e+UE zp5pEtA$~_|{_c;~FdNhuYxP%EPO60$zt{Z`}eZ~HrBa=X&HfnAL&ln2y z$mZ{use;H$j0>Ob3((w$i?r1e=BQy?mhGdR3pz7(fAxKZI#RB-i~0Q07kwYtXXdAr zM-}4Kby8E05vv{TH&6fn)7yXdeDPnkC!Q>p7#fb_>MdZSb$f)r;q)saoF@4$FK)hG zRIw6fyo5Q_qh{6%qbHTs4squv#@V-6d-tz4{yiE^FBx3=xNwM*7(+R1zN#MLW9*Zj zG2A%4qYR4Q#^W+MY}c?;pIl@pME|%M_J>CBX;lhq9A5`9=RGD*9A8UCR^6d7oZhz1 z&Gr&{;rNR15J=7Z!9D-zOgRJpOPoLC*2(*2DjD;K&rfWRP~VQgUGKi9Ab-~YXHOhF z%HjXfVtjc0KY9N19P)Cigq5cZzRbqYNoaZn_$&Dv@b~kfo)q2oiS<;_SW9bsF()6c zx-3rGM6`ex?|KK+UsgfsV&-tbbQN*j=;>j~4`dUD{T%pM^#_Ku5gx z0GM$GWiJb^Lt&*+wxw?@Pd&kxCFUf&I--I-eHZTY=b3G`k1xo zoQXX=NurS5`almzHT>Wy9sh}q{}x)xH({6VG`w$~?TbM=lxGI|lq`|#z@InT$u8(J z`^0BIPjw_Co?E?4;#SNWe}&yNpam`FBC*r&}A7agEsp1by<1NBc;k`iDzYg z!FL{aRCSqI5!ov~hF_`;ur-dg_ggq2@-mZTsV7c`-!2m~HLc^JhjnMo-I=VR?uz%2 zu>VOElMrB98yEY#A$3@r9c{r5JnVHq@^SM$RC=2;dt=m4+Rn% zKBmB9@%SI_p~rm%{r&v^o}Jtn>(*Gx;A7W;!PvTLP{k16BCwPX$BftLqQ}y~p8gK6 zXn8)QF>i6TaccudTAe?oyr_bw*Qp;a4)%h<0FX{vqYWSWE)aw8OF)#B$KG9U7ScY% zBfKGq54$8k-kac9hvxfrAH}WMprs@48&@waNc7^&m}nFyxcP(V!WXs~xSDlT?7R00 z5Ur4<5RkQp6=BDxDNGHp^$6}v9Sy`F{kwm*rDCm-Oyz=%9oD}i&TO2QUaNr?`F4Bf z^F5G#Tz#3Ox-6Pm@8<4I@j^FS_7B`7y>i2M`EYZg zxzW@=733tI*}CSE4=3j5hRIY~z&SJh=g_+f##cO^YpMW4zVU>)+9!C5LC$jji3vTK85W31@kaJg-aPh1K+RW((rH(GB%OOgC zTo~)mj`goOvE+d`EvoMO0U6}J!gP))zzdtNSeLT#rVNr*6wbF7EQ57VGDkHms=#KW z^B&=DK1`ReRkCVK1J+k$*Jnoa;iRytyR$+oXzV?q`zopmQpyC^koNQd2GRPKc5FNe z0Y8bn?_FLXv~hv-y5lSiH*_NRJBJ5D+}ae4B-bI`s6KUzFe~gF%qidhs0GOis8x<8 zTmVygG@&vQGtjVmr{Dg^64<<}|Crav9?JffKl-ds55%y`?Vvae!ta-?Ktxu^tlqWs z>Y@vx+wdp+k*9Up{EF7waE7z0Kid)=B~MZYJ|Ui4B+-9ki`k$`6|^)xVS` z)PeT~le}7GML`{PP0pF3?@;tJi}D=90f;WR_`pov5fUyEiE)-#1Cp05r^1e5knbLA zOJ%_W)HjiIo1MTF4Y&*bay2zUf-G-eD>rx|fhtg@TA+>;zdSjObi7fVN4?>3tDA_T zId>{cvJ8^5+`o2W<`oDV54CDPRR9TnTVJ%WrvY#3X|dpze3;_#8yo!80zR^S(LAWH zf*t`U$P!I^0LjG0px&-FB=f29>k{~>O2mH@V-Fv_@$i)Wt_O%y zg{nC+Fi4!#Myk}u5{)NToxWG$f|y*Y@&BZ&Bgccqhbuy!C_O+5n{HkP)uhFdw)J_T zR*{#Mb(J#cKYe`vSI6`J_WnJXn_o)KD?QY2+fgrg8BIryr#(b7_7*{QF@Y>PSPLwL>iXlT3n%9(Vn-XLG%@M$?Dw8zOyf z#|~@{vF(${tkF%J{X-1a|FA9N_)56NY3pX-_-=J;Cd=~RF#EB3k!LzphxhZL9NvF0 zjC+3PbAMif-#EUWOB@vQUvYd71n$^>GR9r+!8gBby@=!6*lzKxV94(9{#Soef8gdQ z!`6T7t*N~A3OtavS>hopfOMqf-kc_>AogzBUQBL29CU0*xFpj8Iyy}%j#XB{Ak4Em zVX7YB#ecTHu2&mkPVA~V3GjkSDOLF{|5^h9`u-)ybVS%S^ zy`E>Q)q>KWhWJgIIk5R)Iz8BxXP}Dkq*}e;61d0jYM5$l50gvY7`E{0fh!v8Kd-uD z5Yk~GHT!OXobv3lPGPX|_>RVxXsKhD3gG$imdzxyG+-r5jAuNA9nXqo-~H-q0pzuN zziU2K!IMe5AU322XmiGa@KtTdLDMc$8Nv%hdbUp0m(Icv+e=MlVt7zwG^F6N^*WqB ze$KW^ffb6y1X_B&(}E$XT5+>H7eIrbFX4HI8JKciy>@_f8SL%c8QQ3^hZ7;sslJly zgWir06So>LNcy>wfqS_nGOVp=zukfL@3+;M&STgA<7I9MoONI=h8JpQ1 z9QHyaDav2px5}VE9Sp@s_A+=`er$^6SQV(ZOj^E%R{&eyTSl6hrh$iF-^UsIvY zkzS#S7LdAj1sXS0!9C}Mkqg-V4d{BoBW>F7eaaa1fITm0ctn1x!gdz!RW!!A?i~OT z|C4D6JnQg>yQ8SuJ`3cH%^DT3(1O`rH={SBIKcg@%%n&7W?*Z)^mtOl638furAxrt zt2fz6V%#eAz>nWY13%bd5ZktoWk#qacE7=tBmEs0~-@fN} zNS?0`U4P)g{X`$Kt2S$}?r#5Cl2dFDGdD-D_WdS|4rWoZpT7tmU*eD$ke`MrO_7au z>?>fSNuO}D))qeOeU+%(s1MEv=L>3OV^Fv3#S6qGcE~bD@Aj~#3;JIA=c{VoO%%J3 z$2TJAfexfa6;`LNp@>V|)26ImXqmG96;;SJbTW2VAc>(2t}s^7kH)_Ox2C0e8Yc5$ zQ2fKo4;xcKv-_2MUP1Yg%~N`Z(6$9sCX^7FKF8X-HumjfLOp=s+!G2PFKoQh{S=em z_jy2f`0~R@=~-BEf~|a4^#GvTqe+zH>o9iPXhH7<3mjs<&Cz3^1sV1#y8?AMKxA5K z%`K7{XuQ0&JG1o@n~&hX1Fx|L*zXziLlh-5-7`VlGyUzjrfC6upCA(D}>b%&?D2^_>1qEhr$useWRJ z1NeO>;d^>#5-vRpy#G~e0hGiM8UD1jhHP>U^Zgt;fFthR+_9xuRN0zwJ}Hh#x@O&j zt#urO`pd@|?=o5;yRV5WJtMB@TNUTZin1oMU2O`|R&+z})cb^wzkn!=<75konH%Z| z4!QJ43n9*!5_-zWbLfgD=|`)u6&O6xy2fG0f+SA$pxMxRxZB1$`XZbNDc{w9C6u2I z)90OUPsbcU_l)*y`h=G7v{M>vRn`v2oS_~QLQf8W91GcEBo%P71uc!Z|C`wTWd zJGG=@C-X@@RASfU6P-&3*DdU$8xjhjbs6DO@x?bFQE-jq6=^ketFrwRywM8;>5{n2 zB()&laPZ4gIbL8lpy$UWH4QTx@NSNL*#`u}RD!u?t5Ey+x;oKI7FZeN?A8ahAe#px zpGP()5c*Oieok)^CiQ$uUQbyBqz|;ejiy;csseoNbU$4X@cSK=&JqSW^xogw4z@wB zZf8BJZFWWKY8DIEOK+mvJ*6hmI}gy6(2xF7U$A8yu8XUFGj&5$W1~})Bhtw0=^N_4 zfl_F|@~bJc>J_-&yJj+{o)3kX5eenvRG@aQd+R8F0j#3G6(Bj+0+i+bSihE4!F%qL z6U`Dmz{o2Cy%W@eCdOSaJ>0ke?^pKnq2pLRG~Oo4nBE1{k5*g0O0L2ERK* z3kVsr*eH)NLD*wQN>5`5WN#I{4pkUWIz^ z?WhSNm|=v=de(7!Eo^CtD@5scE`axgiQYLjlTg&8yO93-0@&r;ntm2w4K21uGKd8aY+t82sJ}C6*s4X{5T3Ha`5G4pF~}G(%M{o@sPL<-MY&4DS&d)cySS zM7A4x>LGf4;dN!K7Rsv*c&zDZe7eKA? z9o8o4e!zTcVb-U<26pSl_>qoJ0v=P3$K5_!kf;CoEhS4~AoV3p)%Ma1JhNxlr8Y+l z|6psjncrH2qLP~{+K3;Ly%5ioIjaTPi$2>*)LsVq>0XYu@>B3xdyR>4*bW$WN9&n| zcCdBK)WUtt0lbOvSET!ZK`F^~(z+S$*mV>m$t}(MsNK%S=}No_lJ5=lQ~2eECOzh- zM8#APMOcNob3gX~lPOfiZ&e+Eds!CaN6Mg{vTcGBR~49aZF<5UpAYACNXa2{8t8Sr z`(W3v0NQnFH%sVX{Y7Sj{ES;w5M_*$T1WN()h#+5pE51D`JfLpW^n^O`vM+9i)o0V zFGotlzro7_>lydRRao?JYNObj8EPFrvn4z`j7 zu=z}PDW}L9N+6Mfq#zv-V$dhBdVoP6iTgk4-LyiQ5186m*Im)p50=UxZ2q)o4#!VC zz<%GpChu%@Pe9};P}Sh^$PM+X-B}*JkI;Ym`2Mes=l|{fD;gU%Qn$j*-}yVeO3&Ki z{0ndLvMShK;^yzYkNRvfNOAVWowDbR4j*nF>i_d_d8%#AsY86`n)S|X;L0JcTNfue zJ&e0vVw2NkvwY&P9j3OMC9qo^Vo&sI(O4Dp4?X*Mdw!PYE63lfIKKD!R>3mQ>f!Ul++svK*>U!d2g~U; zU$)7^_OgH#x*IQXeD_TwXx-*Y;W*D=6Uu!Bf|;VO*n8$f%P-3v^w&~Beh_VnlmOO$ zYLcKiSl9wIil=2AvFj^!D%SIYcs*dH*4oUYO$!np%xRP~a{~%8zPhVu8p?h3KXRM) zH>lqirBla_*AHZxmoA)ShC-X#>Dkw`V1TFx!LTd`aBt)vcQKfR*XG$@yUfgk65HtM zb9C15^1Hgl1~zTb)43C&-G%ipx-*1bNwY-iZ@##?esx7P?39?|T@5sM$HUDa*$ufU z;*YAVL-eNX+MI>68v;SY^ai2`p`Q}cWi(}QCpw(BNv8_%->G{zT#^r)?`}+L-%bNM z+1>*rNd-{gd#6vSXDetgu~R=!UJc17Bu(#>_W*^9+nYtDT98B0mCCl98}w(7-jny3 zhF^U;9|@h^19JW$M%`(vaO4t8Kg$bdnCkV$cI$~2Jlg$2@Qcg^Ak666;T$~)S-vJ0 zTC6O9-%T&l@044^fxTfZon#$QGGb2u=}ZxlmeKl27HoxrdzuO8iSDD-(7MeRiJBA1zY@E(wqpndb6CU$?o()$`h z4sNh#g)%Q=-ybyz;nlLn-`HZrmc%bDS0U;3DZgX)m|^Xofq;Ib1z5Xv-fj()zt^+xS?Z`Fe5}x0g@}pLT+e@l|u8i3_^Z9mOewbN};t8-auwq z4Y=obg|hSWOX$~h)~7r?13b6C%LbO`$Y$`K?>vdGG)s_xncl7iEyE9sXJC z=~5VJ^N{?*w^xAH0q;kTMLtaP85;DjO9l5O)y>GS6~Ggt>DVqlD$M{6}0Sq zo0O&31IAa1gm(qBAPeQmr*VN?;NbTa@-T*J$R|YS)5`iAY>+(+?pIue5|ku$$HOsnN-NR#b39mi~cz zw}t*sZ~xu%#edbFIQEBSS=kOZe-|3))*>{)&DUdv)WS|l;o|W$T`$}pNWl3Uwnfg% z4@%Lhm zkMcQi@zK1)T2CS1in`P^7?uW|$Xi2mLZg6O#uc4j$`??CkzsvpvL49Kzgx1C$H0mh z=AO>yZ6MY4P36V8>rlnZ=(E^SW{_c|937Y452q4-?|cnf0O{XzFP;JuFy?-tm(xW` zXmsx3hXi*OxM^rz$soZDyz?o-$PIfTBCInYnH~ba7A{&z<jbZsB<5-^!pOs_5j# zlPQ$apeTF3k51Yc8Oy$P#h|6r+fULAtdRPcHB;YLXH?!?B(X59jyS#N2C<2F(d5kw z(q50G&}oMAl~b#16okmBv$-qR&; zH?oG7EO{GdVrnN!W}dSnOkd--fzJ!vojv5}>Q!~@+6-*UqJ1FqIHY3Ch$BYHKJAl z8{g^bmr$hI4%XBL1DT#&hu&{yJuEkw0TU_H(el)O7-D&Q;n(OQxccSkw5Q$#ER3H# zztD6NPEQKyKQmN;X~XKHooOt951xIgZQTnSd{&;?Tp0zn+_T}=sf^&_{A%q58a41{ z|7;mY00te;4b6vdZBT}MPkH;SGtwXJH~D0$i4w;*ZI-b4o;W24{Bvy~B3hG_5bkqD z!n@DjL>VDOJb(Wt``H}$IRqhTRf<18hv(oBQrY6kJLm7{>TVL0dag)D4*!&`+t z_j+KJ#>|t0-EY7|rL^~1r45Xd9{*^aejSP_TlS=DFoDzV+PCZN`XLqTxoN+xc~E9D z-lRl60Z(bNYkFo-K*`1Y$Q&W;|5v-9?e=#jP~>7Cpvl(@PrOg|71J34(K&gVG&P1W z?e*!o8gp!>%j*3|7YPh1R1NrfebW*pRKKG-RpX50^s`*zGu4p}$;VyWTo=S>g}KAP zDuvDkEt-@Sx+1cH4`!MfQYcK4frZZ|2eum2Q&??bz{>RetoZvhxIP~Jy!Uc6(9&gO z#Z!9$6Y=9dIFU30f!G4JML7&4`}CBAi33|-Z27};M?wY2_KG-|_69R>uzq^!dPP6v z>s+U-I`;z%kF9srYED3n`ZFv=(Ug#C*7D-5UKRLS^+JR24l`(f?%r_9xfcqM^<svJ6WBJ%G}Bg@Ni!5sZ=2Z+ws4zw7q)6@`Mzbx8H%q2;-= zJYear$mxsWpWxG%G+d?Zzk!8ob=C^s1k9;8P}zBQ2J%&<-+8fj1G)$6v|~&!0h6qq zeZTfzn5$1S7-u;PIwTf#OFtPwDRJaw?5ht9``#M`8DLQSd$nxN^X{l^WMeRU)EOme zc)sQyH$)6w-X!fR_YrdggKzT{4aD6(9K>ygtv|v|cb-^46T3f%WR=h$2b=F2pW@6x zA*i`BHA?g{4SuFfq-uB>1tjN_>XF z?~a7AU}lhlZ`+mZ-wPkHEt@P!4Fh4NH$^HZj9^}w@u_Wx8^Aff(qcUZgQg!bx9vZ( zLWCT*9|mqaqtmgeGP@)iNTAr_+@-HB=x(~M>XB+GBv`S4@Mc_5=-Yuw8zF%H)5rIJ zbv*xX?_U_p<7;J^*@yc5vD0&P-6Zu8L$1p$?@h7}@zxEJXjKKAJ=7Z#_QjRu`eFO1 zW`uCyVBaBLQaL48Wd7|C#|>Stsa?Erh)G{W#$|l$ImFr5-iGp@GCah!f#;ooDM@Wf`d4vueL{Yes8 zhyKI%`mFP^d!snMclsNcDn@X8J27&(-~ZQsS&Ew57QZrZeDyu$8SY{A=wbElR9a5~ z=$5cJWvHA6(=;hsj&MhTQmPY?4pUiBr<3Wp+39)^CG9{w%!7f{Jy+@3)Y`z^t&yJ@ z1`04+g1(t2ni18(03suVMAbE4gwqVOR;6eIc1NzK1~*G!hisPs7FYv!2Bd8VR2Gq4aQ;S-DMh0kfmADp{C3=G?k-|jhS1S$Lk3f@KE0J`;d3-P5G z#Onop;ySF*hYDGeaUvJg>vKEC>!JpdrO*A;H|v7r2R`tUOiLjTl7NJ#i&%X+$$x!O z6`-~TAKeu09C(N9v(i z21#R}^iOF&iGen3JuV}^FN4>i#9GV?2?1tcog8Lr9N!OhR?5z1zgPgil>{y6ToX{d zWrDMjmlB@kND~pIRe?=AQWa;g?=Ob1>aMqHFRX8)Hy>CU0;hHq@aLxt;jD{D%rChc zfa{vO#t4r$W&*aGmc-VLVR;F4xT}mlrs=`;q znt}Bv^%iYj7?eWv>C-u`aoJFrJ^DbMtOWci-W7_kO@%U=-{08q$AC;Tjxi6^d`$hGEY&Pw&el$l2~!wuN_ zm)DQW>tg%ISs=bO`aOZ@sSCu?8vw&8y7htC|?Z&pvyxk=+Uz){O@WwmTzV=Z7xO8r9KA zaCQc9u?s33zC4nyD22%G-yi#p^(U!Y@8R!Y_4mJBkN(^HN5nU-wcn4^uY9M~?6~Xc zhx+q2H`B>}=*1ycyGnq~>s@q+#i9kj{`#hHh-a^+C^e^iI>gK~W#+63xcRw6XU8`J z7To@XV7c7iFGz6u%!z*|27NO+{QG8C?Zzk?oWEgCivNsvIF4_n|Jr-kC7j-#mzu0M zx5M#0dY3|(Hy3kwKiOID`-yHiz6nHuXMc>~^!D*ZZVJA1+Wzo@_3V~)C?}5ZKY#zv^RxRQ_wEHm!y^^yW7kv?z$=}t?_H`9aAK`4uFcF3 zEJ>6v)3L|Gvz>YQ59ff9z;c7;S37K-y6>}Uz6my1-(*#E%0bTExcEJCI*@%@gk%g=%!d8EhIHDQbTstQ(5fqC^2e~Mnkh}645!!Qb}@qGkeHC&}B@%;wZ^O9=Z z9w@?umE}iq<0}x-oIF)3Y7TFe>PNI3e+{c52$?TU9D!4Tlqp3@XVHx}6w!3r{&1N^ zQ?FQ;3<*A>d$d9PKmG>v@f-U4`TspvBwf8!8yO9yyX<@?9g_g@WBnUcDiLr~#4tMH z)MGFqL|bxjKNc>3kqg`TQVQnO3^n~#lVSI-O9DeQm0-drlJHxw2s~@66YI^hwGzpWKE=SA3F|Nt->;`(k3i-2IvHq@s z{uMILk`_S1(k@@2rU*4xX@*m<`SDrWzszS~)&T0Aej@l-YafD&|mMKh}nsO>>XcL!|jT}tRr#F_=RLh!{O64D_;)c6;AI3xr#t( zwvDUQN6CP`mj7M)%^LXdR{8{~OfNtYwfGmR+u=uiu^{#J4S+csO87KN4qM+sJEJj{ z7KCoqUirFP1v4owobj1&#^$@~H*kzBu{L@Px^)oohP~1X)$B4? zdW}0GlW8g?^ivf*xbXS7^qK<_3i!-!2}BT7PiBt&<%se$1~GzP#n6Uc2^B?8G<@E* zdG1|#BA9q!pqSec0YA#8@_f1{pGy8{{b$rY! zK*-nF1mArT$o$&0lk`0~;5o57xav>~bKhn3wqEQ5<+e<$5(*vg;>;DlXx%MP!`fU` z!Ez0@OFX1;5~T-{r8#Fy0;{3oP}X?v&TH_X`cdQ007Xb>@$m6QaS^}^C=SRSG03P* zq2TM1HS+!-$Rx+_gpU1upP7fJj^x8nB`KOXqPP<>fxo%LkTr{t`UT*GxCQ#IGfGMz z6(%3a=9uTOiW!hN%3{EV!8i7Bx=462O~FUZA_^Ptq>-`g5DVY^=_x&;(*!=Z%e$z> zq(ZF{qMM90UEpKR#$rvVAbeMG>vO>^N`R8no{VkRLN>BnTj%f00794S9L}J2==C_3 zQ~M%5bqUhx481?4p=Zn$Deenh6H8z^qz#g1_{!kJT^m$ zaJJm;YkIf{c<60BaN7lgJ`@{JzrAUVrY<~fa-efUKXr6J|ItxHzWxqI^h}OO;-T2S zRG|nm`xw%@bKVK5-e9^+qAia8)5rIJbv*xX?;qLm4u2Vj=tDjK@N9#lKQ8u$*U z^^wFJ;z?f840f-iLp-+8(6GWOa)=)j3~NM5)*RwIUL_-m2}$`vpBv)78Hc-jX1s$Pqpgx z4sd*b1P#vGU&Qg9oYXp5_Z`Q#`G?rMxWx8DenWSdsK;z^e8<#-C_KAy@e+xos_!g_ zaC{BFUCsMs6%9kq-CdVihzHC{kK6SnB4CR;%442;1k!4xxuWu8Ad%O!`0H>Ckh$qh zH*SLczGIGF7y;$LmZ>O!NZk3ko$PBkhnn zep*xmyI=mQBvJC4KXTCW1(n7D1s!mgJ4q=fR1GT^#H0K-n*rk-M^C!CBD9I(2>qib z3|v-6H+Ez&sP7D0dt;~-;?K=H^YgPKvSef)=yFm;%{vk)C0DWIwSwE-ln@bQ>Nn;g z!Q_P4m17DDzl$M_vjJU~bFlR(GAt{CG82F_-pB9_{|FeA%q&oz9M0u%xXAG`!A08- zeCo)m%r1(7c5SrIWaPy_h58cZ%$a1E?fTv=KC&F#-yZPnF&2SpR3_81jAWppaz)tx zbS<Ya52aP-&A2xlY1(LK?qNm8P@ue=w znUa@Y1EyxBWre4TaGBt?ND;Q))#?2iy;*=k#ycFM8uWS#J;I-}#VTsuNsy=){r5~UeoPUfh zV>LqqPD|>hNJ!K|eVcV9v(8UI$&TLIlc58$6&UIzKHLEl%)@lIPsqWg*b$!h<_zGO ztb-3H{NhR&+LR)m(DW^OaZ65y_!44I@n23;j9G4C;VKs_#&(e_uI zQ0b``c+VC!(S{J)xtr<^sC7m&rW@OzxB^vW9aBeia^<79da@)6F}Qn;**O}X7K^G$ zIG+G&=`T<<^F_dG=HWz>a(=+7kB3t2L@bOn5^$ByF9sYMgDf+W$*|^iQXMod2ku$6 zK0(;}B1D`g(m(E;0F_6c_wN$c!dKThE0gc_f}V=WYq{9>_ul*cnk?BScrX9ta&5XC z^e)uSc9Z~C@MrF01V*jVN z|K|DPziLn9eRMqaY!s(ou6nb}2BeXPdQ*JdhQu}`?hr?9oBZ}Xi_6!j6f?|vOkMP_ zJ&^Xc&QIsMLtLZA`o@Lt?IHFJTMX3|y>^J%h&xki$Z&dhb&trgc1-E8-N3QXdiW16 zo=}4oBk%qO$9Ht6f8bkH#NqXy$#ll7Lt_tdgOOWjUvcswR_Z1=(#MD6d%sfPwe0iS z!*;Vx;*XJ<9fz25)=KCpJC3j2=+qI(QmlRc|BspHVrJH-l@IYhfB(<3@q%teG`k<9 zwTY&(G719uTki=trhT9aW$|u%s1sOAxxq$Zimlfek;FXdTmX_&H9jBN4}{kRugTGL zr31~E{kwyS+)(-HOg`8m0Kdv4y;Ey4A+6KthfT^gU@jS$ecQyqVc_Wed1(||zmX$5 z(OeoX>@4-S#ZiNIrEfBs`_o~(Q#vnP%?14OS%e=vu=N4i7OB0@uz}H-$OfkAK~!*_ z#*`zOR64)W9sdMPF>;)DY-(?^MVUXxC?tM4pt3E6&Vn1gXUij!H>=gC4{`!aquAL$>@+()1Knu=Js9 zm+q;3P%fP^Hl}k1iR}memNE2)AFj{KZ%I<1{5_d|(3dujhM26#e%?PA;B@}6%_)%}xR5qn zpOc&kUN%3itexYA)xD?Mu%R#Dbq%XgV`(OgyB9`(U{D8~<679o*^1yChh*~6U*n)? zOHkPPW_3|l7@ks_F)C?b1?tkG*Ev~= z5r<69XL}h3M2T_rd$8?*RA+npR*2M5;<;j0%P=c!-s~U`#b6<{Ryl|_OKXo5V{V&I z91%kuf7Df1j`~543A}ydIW=SQcuWe&-p?D48DYyx-;ON7QQwz5)H%2 zc}nO5FksFoUiPMA5VYhxVVZ!S3EXd!<(&-RhO7p+ziRRjg4Zl(`6BkQ-=FttK|*@9 zK!4HYhk|Yq6dn4)*+cRLWHh_EWVK1dR|H+eU%F^O>QGhk0Br{Bc9);I&HEC3mtwjZ z@=gRQT4@Qq|IP+@_()IQ{J9}&Mn~lTGstz(Pz?o%UmU(BXN~yO zQyJ8pg^*n=iOA7nd-Q2UiYeAg6q(vs{^WOf1hqJY##jtmI4~IG@28Soeh+=0B$%zd1$@qBk5p z^5-+5{EII?AFsB9H10okeN-68=s*pnYi2;`Q7MpTeHDIMTc^5A&kYQi@`!r)u<;ZZ zXQ|9Clmk4Dim=r<5%})>#S}y!jIHOE+FtUf2+2W*nYmZqsOVVILji9`l>MB`hUlgt z`rVP`&1`0ac0F$v%J?aubl3UOu2DNQB2pwd$t8=_N%Cqm#r@zB+a4MGXF-7KMg1@> zfiI*e?4+11bOQF3G;h`)MnmV!yFI@O3xH*{!JjOuASkZY7q5xUul?h8=(U(n+)#IX zJ$zr75HOn?S`p7?LfPR5Kdh>1K={y+EI82w$#d%mWVl+^woXWFni%50HlWnm6 zR9@YVxdk6pWHuafH1v}d5`90htPX4@2;31amd$p2D&wYqT9{vPnCo&JQ zRO$p7n#9Ey%&b=)p=FgmY(Jpav)i}9t?!WZxDs6`5I$@tkXDFNa>lKJXpuQe!SI!ts6i^wnbhPp-rEq~P-STX%4LnFJyh3?Jjx zXBdCU5OoUR_!lf>-FK%gj+}_`)IMO+pM6kmOP{on1(W z3tnsehQD&bY-p2V^ixq-Oljmim3$u5*?keFJ5r2Nmr99P*lkf4-F0s9EeEvQ+{>U@ ztAcoH&cF0uwL;zEGmk&53!r*?QPWS)>`{o6Vh!ID5d=O@D|^WK!M(u1r;BYt;9FSC zla78LdmFknMK#;SPKM$)%m5AjbYbgxHc-D2dbi?#^PKZX)ENmbfBIZC4gF@s;Q<(?a`^6G}>kf5kz?; z!px1*587nsJ#Iby6nto2iV9BhfjM&a`e)N!K_&&`>EY2R$n6qWz3fvAba~_`Qf>!A z*0(W<+8;B)?2BKwm40)>9PfrZzrP;`Z~YF!TMaYeqC{r!3DJ6R`Wm%^^!p-s;j_8l z^wtD8b@IrPrl=Y|I$nnEvBpQ`^yhX+y zJZP%;ansh+H;sH0QDO6FRzA&9jtQ9gyek|=S zdl}^nziwK)WRKn`_t!WI|DWFeyXTAlsyzWKxu~Yy|7TtJ?;LF*%+Z*;&i7D{YSV?k z|HiJ5{%!kvC@Ze~HctsU#4S;XF%R+_;-qrt-kLC6JRk2dzN8-E;=}e^svQhH1vve( z5wnhJmCHD6f3%)0l;MH%2ar`;?!0|njQ;U(><{8>s?-1@9AEWfeP>rb9A7fJ`}C3fr;#b?tT`k`CE=^(`2qJ3N>HO~VM${f4%JUP<#Dvf zfLkAY&b3-|z(49{#@!q=z-V9W4dc5WG#^!eO!fnw^wXudtXp^`$e8sqm$bb-TFeck zf9CFp^xx1>Hhfe=jGnQ|=Qd4|AT?8b(JnXA)}Gak3bI7iSH7?g*kb34YwhPpIq{Lf z=g93gFap*6v*dZtPr=8&%SZKwe4!rsD@rMsPMD4HWDT4!hQ{Ykz8rMxggmD9d8Pcq zP+UZJ?x{{cbg-P#a=otvo%w4{m6Vi1LR#f_4EkGO?`B8nN*Duj+@Y2kclL)m?&|JZ zE0kzURjf^H^vOTolWg|=9N;rf-_miD4-Tzj2aZqw#t@y2a(kqm0WIb)bLEm&gHN`mpf9-y zZhn-E^(%P>WQP;_!te|Zf4@UMey^pW> zYaP#o@wNvOuisSxAuslqg8Db$#nh%XyA#hq)0<75m?33IncEiiqm%|ny*$Y>OppPu z5ft{h?p+6y`fIM2IfS5Z;mg6x{)|AbphCr#su^*RcfC!J@J7_<)Yw3+~x z<+r}@fi!`9xT-%e9PdnVewPZlGF>-nTONYp>7oA8>me{kTt1HMNeL(*aGTK);fL;0 zZb3t1q=0k6#;-dr4KBDCi^vjpfElLjW0DnxFvwVOY|45P#2=^&C)+8*<-&D}<`NFT zU+_s-mMaa8UK~8NKUD_US)W{7IpBpYYtJ@fOz8p5lcQI7_?l7r%U7YvYSBn2#d}EXWj@aqErlvAgkki zKk+gQV5{4tUv~RKQ=279BV8BplcqsIzB3iF$^BN0%B}>>Wg4qDO~N1rW_$B#eKsgq zrkxKn;D>)OCo307_A$j{P9*i=88CqV{ja>(TOj&N^sgG38}P%4uDmkKVQ|^di`ak? z1IbiQVVED#051(fUiJs+P}_Mx&r#?)a3GQrv1$;6tveyV?k6z-)8&qQH(H#%ODUiF z(%^-xd7@71r1_xsnf#B0U-gh!um4kZ3Kt|tCu9{Vc@pj0pR!A?a7Wyfoe^o7(&&G> zeg9AG`TzFkQ&SO&{&C0ukpIJtG^V%AeGc*RSl?eoxuiqfTJtGA-7EAEgFRN7SDk!^ znDfRv`S!E;e1r34g$5MeBc@g|Udo4z-5l$G++3<39M zKOS$w`8z%p#4m}{oWb4IqY}x}sqlfIo0qFYC17qZJzm5d4wJX9lbRp725ws%<$UkX z4~yQD2zl)P#>iW8>Y8z6Kx-X8k1erVV1#5*E7Jp)zeb+k)L%FZ#)r})RP&S}*Tm^k zj%aGIbK!bpuys0QyX6r(rk@McZ0`4&N(jN|5ZlOXM+QI_$a0=*p$TbXqa5|0c%l$f z5-IA-KB!@oy?*L~9-^GjWq&8;f?|Fr6KH=GLnGCES(obF5wG^|0V_vobg8X%Jv=Y~ zT3YV0r4fe%W}#t@b1!iI1iKuzCfEf$6(eWR!10k-Qp=^-wn`wL%D2<*8wT%9aVxIA z$_8P)R@ah^`Ju4x9C;MeKIV14LC9uU2E0ve+!U5_3y6rkl1@vt8qe!T|9m)9ud7zEG`v)1_hG8Js=Wfi=673jfq*9t-fR1f#Z- zRzrDVQ0RI<{wjG6NN-HN7%{^KjrO(qNZ5X3eAD{6QARrC)RC;i##RC=pO@_pO+_#u zrhUZqQ5h2cF3(}UPXjWw$NEJ7ra>u^uT(WwxqwHG{aMqz0L<0@cy%#_ z9<&dP_L;3Vp{nomnkRa^ke7)~N)0aG&V0}Mr5%+%?t2t;WleHMmL-fm1zck2?GIL_ zDOq>)B*5y0hqyE%smrKe<_~~OU!&~^K1YK_>dc!F6+SSMV_neuz!ezzo=t4rOofym zydRXC*MTL1Qoa;|aLCl_zVd}6ALu=#+qdB0gO`%FsmW>nVEWnp9F2T3q3mK?dh5vs zVC>J(lm7GuTxohWB8+(fo2myU7teGUw#f5CQnCOv8f%KR zaR|W9zS|8O2lSwP{7;JB(sCY zL>cFjyi(!UsU;C4R|y)vEM__Iguzqg-n2%z^A@ws`ddZB{E(4NZP!rcHzqW0OWOK< zI!ucCHG=vp!M7mYhZ1*+;FB^%ue7WofC;^|F;S%qyQ4|yUzpMWeXC10S2)t4%{Q2p z?3xSGZ! zh>~9kb2xssmz~3l5TBnAOgwzXz#{@YpNG8cj0jN2>)W$(N2~lHJ|BW~n|JMv z9A4l2$+0gd#qj#}_18ira*@ON|Dogm{~Br4SIPFpLYuGJHsvV8!*vB1*je_RO5=vQu0>G-x!ah# zk$vA^K8k@PvTB+J0{P%*kLatlrgYfMwfONB+e1L9InAFOt_01_74I>V(*R-aKi#o2 zk#LEV*foJG0jzV^o!%B^fe$oKbL(>ugNBL}rq`Oo=xp-XTkGOq=y{Xp)q#L|v@^(} z`Pd$dN*zi_17olVV_5u`L`V}|P53S;puFHIT$H=@z`C#Nci+VRpANcR)|r(_UB+q8-Ax%tKIPL zfrHmLei)t=gE?t!Ih7;NVRMWx7uiKM80R2IeD51Bo;oAXCH{8i0sVLt)&kYYOruq#( z?qHsN96Xs88v}2|9Ek}?DgY6@RNo}xar}|fc#a)(gGZ}dr|%alLGr0SCih@k@L<$b zb@@&t6hWurIXev^8x$ zfGyOyeDNF>+LL*#N5|TL`5S$&a;*~K8SaL~^Q&cGkal%%IROhp4ZI4aaA*O(aq!Y>lsJlIU`JB8HT6jHo6Um7qzSQsPc^g=$ zai-hrCb=I_l}!r?U&q25FQ3^NXxM?P7AzYNvJzqG9423@wH&nGY$>f^xeSGyRnAgM zCW1KSS)QN{Zs;cA(8u|Y0wW*EsJiH5At!kmS7KZN_(5!>8*?-ho>La-H#yk@F!yZb zmp&`O+-ub4**!F1ZAIo$qgnSya|t!xc}+S#k3~!-N(lnf7tyMyugLpz_DFZ$b)0-#5HSW09?8Qxpy;iI2A^ltJ!zpbL{8Jb^^LqBW{ZeV=tUH?QP)V)le-4usDJUvzc~esyBgY^FW7)1 zQ_muQR@Ea3o%OfX8sX@>9%J8kCM?z!X%I3QMuBX)x!r_lwuI;96q zPRN@#ZPVZb23^R`F?7P!*EAxV_Pjvs3uN*+id^%s@O<~8n4O3%NJ?Cc>?}-#9XHO= z$iZ@;0<#i{X0h<6|F%BIxho*K;@+P(ce&x1#kvmH*KJI`%9__@-2N^h)zu2c#C#yG zn>ua!Hyu{Z-dd?Cd6F+VlVI&o?KfTfS@Rame3~#X|DF2)iF*#}cAH zm+h_`;@DL4Cyw9n z^hO`Yt$kr?&>+_3a=ij(oIp2LFB{PHB^l z5r?=PozSL`XF9}`#TLprVIGi>(Vi?q*atjj2^j8ez`_dWo3}L6Y=GJ*ly`7Ugx|42 z4O(rudd+8;>lhwmA(_9oHOovKXb$v{(5mN#bT|49rppfjFeS^2TH6Fc-J6|Mb^0#7dO70M~y9a3$O0kAp?F} z32QC^q%^pw5p~K55j{F+ATK$I4t!4MtKY==b4v5lQ^LMLf!V>A=MEO;3?0{(yle~J zmnTp9RwqK&8|+{0jLX58NbgmXT`b(Y^5C+w-xc8QayEwc4mVt7zRym!v5g6^R-DRP zje*l)9Fh;q^8q9`HLJwgv!hp&D=Y3k1VI!8Pl@j;!H^?@uUByP%zT7}?iepa6<5^GcKRc0#f@#rdk05STpUW{)d+}-&RET>-%Jfl3`WKMa&6G@5 z1%cZboyA979N{tWJ7Cu0Eyx4508VWA-FPIePz z0GLlW*-!n}173QuWOi)U9-K&z>dB5ufP%MuL#%P}u-X7qiksq>VF_iKKe=QQNN76n zDdptG^_SO>IFk7rQ@3gP@w`JUtc+pju)bXa%&%~XDfy&92hWS${4tNfc3iVR$4w>3 zG^t}F#LoaOe`b}z`Ks_ty*EKvS2E}+_H`$*V1l%aUNui&l7Itkd*Qcc^~f-I?W$3# zH_{Ihx#UB52}Q#=tU|ONTJoxJ9_zA2otjn+=T!w!$1ZKdTPI!%=Wh20lJ5v9Kw@!j~VG z(bv-Ry0cZ{DbiPVz7J+zn*W>nmn2R5zn`B$y6n6cKCe2kyGc0M$X{*_I=C3 zsuwH%{GzMPI5WW%o1d8^EpVWb&! zN~yU-`^dqVx>UVWyT?HDmA2V8e|@3W%Pr9|nK1BK{8YZH zTpv2Bv(=Fm`~$rR(-JI~E=O~_`=l5JdsLfsTj19P2NcQoR*aTa6@|Z9()`J1fts01 zXm@c<5LAwx9lv5|haPBf{pkE5gfy6W7t#WM!&1%fE!Q!xAnKmDqbL3bQk924*jWgK zma^|KL@bSv(V2xe^okmEk{PfZqw0VLClo(~o#BJ*a-(EPOMQ?W+s^!2K?&L&t*~1N zu7if$9CZc?KLG07(P*urMPV{#11*f9@VeuDdff*^Xf3pD*n|9Eevn{4`sa6myL!6p z%W7*m!1=25yVALCpf05?ab4aSGV>IUcL`g8q4Ud~Ca&=?e)684u4Os6Yjd9QmZLMg zKCH;(kre~pm@T!jDRIEN+Qd<>i+^H%OT4}ot`G=QrS^IK$TPtgvI5!B+cEIN#>*7A z-2wv3MQ-zx;m)5%T@ibEjRJh-+4xAY;0r_79>A&F5ujy+%tJk!0}eck+sTXlCWOe}a%(Za44kB%L3 ztzOi*#V?BLp5CKgW^sTgOE?6h>|DU-^YLx|UQV!6qQJi_%M48S_FKuY#6#-bO=jtg z5|GaRr>%v{8OnIrHJB(wg5Oj}Vs?x;U?q6QMQFQ;as17^DXtm_`+i>Itf;T20qD7eNxQ%Rf24!uhk zC?8{vgCV^h?{1oML@TPeqPAs+me0M?XApEixBpy`$G%iSrH-UWFCLg9zfq4PPl>rv z+Dq>_AtgJsbCjc7xj_iEC@n>96gj}cn2az;><03px{pBuXV_mGT-wQD0W{yAd2ez% z9@;H*Rg>e+hsec}*3Yau!;#2?sz1%qz(+9LEqaE!u2BzdR z#E@lx7(b?_go7B^uks?Q+qDIp!sxqNJduMN{D#dApU6O@=BxZ-H$V8Hn$X>AG#msy zIImV+%?`um4HKRSlY>Z79c+?TIU4VCC25_oNAIpbGAA-{Kv_P-d}`NKk?BQwYQGr^ zG$-iv>-aSu^k}!`E#+-HWJUbc=7OIHu0Qzr6z7HmOiEffGW0tHocwr-K9bl8&cKH0 zTW8%twC4(EXhIxpOiCpV@4E%gJBVaC1Uf+`&(j3F*AsxjM5(vFR3W)H27@P?T@xS;-AU-r7H+f8Ci|^Cp`z~rR$S+XWj)QnvT4` z)#L=n573!2Jm!F4YVh5rX*_&5Y-bjErWBmioD4M5afVF95m|!Gk${_5d`GC415Q&r ztLU$8Vkqk4ABeUD!jJ^HXA!s4!Q&gNQyB!YkV5!YRvTXnNZ_95S}Kr(EXS|2zqv>T zzW<@AmObqUiz7ayS@wj1i4Y|T3l!Up%ic`k!v!|5JPZzy0|P zAFRpN6WJf~x2Vt6I5R1SLtK6_{Jf+m-k-4>&SIT#bvl&ST4Xdih@8kDxI;rNd z_G5Ve#??pQ{rx<=zMb8j4{zq-^&PudU2R^E_kS*5aM&JHbbvB}9N??53!q;R(M@^n z2%n?`Ej8_#01{>o6(&qPWPB|=za3oyqD`jj?Y}y~@PhnOeO$hPAJ0%AUm6FzcT-s0 z-FOpIPui@Ld^Zr%C4Aj;@=XWvEi0m9jInT0+yC#^xE7EUs4;Y5K^7i}^0$0ZAO+3u z9oQT!{Gh6`UB#b?FyL3y?Uz!^2K{ZG({yf<0-BfDx&ZQWRPa4NFY%TgQvX=ld6dBc zo#8l08YA_R<|6%#={eiDWsLbrC{o*pLCb0GgM&Z6`3201eqmz zIRg(kpt+)9L+Q6o+zpKVeq{0%i^3tQ?ATxiNWp23^e4s8p? z>hN3>LaPx;KG&4&VU9^aqglEe$Pqu!nrh(;m-0lZr61Y>Hl>diS-n@F+`H*+zJ_v; zV<_#}9_0+f%QOPYv*LjB<*Vm;TR5Pk0=Y`ri(QOchX{8e?)x*yHtUziWP_0NH`M+J z$3jc@J|C;?RZNpC@a_^Ybqu99&qI0)MRwUEIE-=rU* zuar0r+$wlJ8gY~(g{xPjA_tt%_9rg8VILeHaftCNq^qL~r!Fbm*O(#0qRT3?IDc@X z%=hi<-?pgN<5q^|qm$@ayR`V0qyuC><)P1i!v!pJFbxyLIl;kEcaJ;WX25Uq;!2lD zJghG;bMqc70kU?Sr)q?pA#btP3sQqfp!aHvKwFywhV;b$G;!F(IP)}w#485EFQtfD$3uQwow`=0F6(xP zRTAiX-rM2x37Ma(QVGbo9Ln`kbW>Ofo^Kn-irmxJ@O*pD*y^a0FP^WTN~i3ku;R}j z{Ja`Izt84(IN#B%uGOyV`1!nku=4v3mml)208yNsTM6DDaJWhsWJ%7;N?r1c}t?qCl2Lwytw3zZ+LxQCQMg<9K`E;e8cIR+C{v+)fZa+QsUMh zIO_lB>lf(+q01g#-+%x9-`8B4w{V&P*U!@Y?`r)YT>odas0zk&j<8Bo-Q8Kx81yHn zKhoifh75s0WWD0~AjQb~%JO|%SYsM}hu$*D4%}$c-MPU>d-yCs|)>Yh<7lKljlG5~LvQYzyDzuio(6N|hm5 zOE6I9QEV=-pny`*8n-=__Aq8=kEF+ubt5KGiSP`GCBz_IO_*1kg=ot6a20Iz(GLf% zD-JA1sQTGV_{eP;)GO=M(KTs;awgmYIDW9B$A1VWBS$QdfYHT_`Vl@f{a~78f}H@p z7#jYh|K>H+zhx79Om7&r(@wr3g6`1w;?~Tm_>5cU#yCIc z+$#D7FLdNle>n0lKPc=G`se45yGB1kjAY?P&~g2EkDihhaIYowQx$Q9bM{HA_kNpz z{L%Ka$2_8;UHmgWQQ9J~SWPja`@$9ukcK=YV-E$hT6Aph)fk~hN;$2;<~qi9aFZ@? z6AKe-RLncwM!iRy!|o3io-hQmT(;<_e&2ryMtm4I{X^Y4l~J$O2qGqNAS8 z0|^FiQH><exVPl2Pxo83irJkmfsl6q<+_n@ho)d?1jez zW(FvC6tih1YlOHY-;FDm%A)qr$xF=_Oi|t3Z-Sd|PoRg*5zk|^Es=l5b#5Bm{!9Af zz(|vOhEV?3*_ZV-&cNvOiLc}fj__|LubXzAGvH5`UOnv`4MQYVmes?mz(3{) zP%d>mu{-}75Pi#XH1iHK+%xkrk~sPYv%DuY@_Ef2MhZ@<)MO_E-O+so5*PtR)Jdv- zMzn$c4+o6Cr*QQ%|0uJL2J?XVh^o|>U?0fqMiG?0odkx{O?-FVC}D(UM7e+#0g%u> zH*K(&g|>daj<K<+O@awcVA ze%K*)16l`)Cf0}e(%+$~H;Rmh7zmp#j$Xv)8yw4^H?XY4-!DLOY{B}3%;9*2FYnm` zUw9v4#ZHZ78y)gPti-4AH1$E|fAJZP)J((*e^MkG9m*H_y?TY7jy~l}mH{?)$Okd^=Tc*?@{x1Gu?3N2& zU%yyO;|*@SzTH9BZL$eWAY){aa^=1iNN2NfJPRBli>F{=n2Ql`na?h+b&7&<{5yH+ zHrH|e6+XY%cCdx_W2~dN7DK?ajr5%#j~U@^W_Us9mo*IYlbTn#{qFG1UFA+N8x5!o zh?^D0!yx}@zKy!QT5vR4S1vYG2DTCK1r9TifH?*mTip$BxcN1i_0*YQ&>Z#balbDG z6xZ_fOON@5p`a+4>?+DazT=Gyk!SUhK<_F2!XZOME|d4|UA;6~+AJln^)*HE88uXY z_c)L|;fwL91`DLf?#tFA$%phm(ly>w!1c4#U~~<1umpuyDlHb=9N`*SN|1f1F>pL^ z6wr~5hQ=nePJ-_F;Qqy_e(X zzlE5hDB?gb8sMWT4~H5@H<(^LZUC37y%Ta@%D~36B9dzvq_}*B4Of3!AGktJ%E`tlC>&3ufE2z@dKWYHFx~DIL>AApP|0L5!Qi|;^8VZ%kqnH`5kBPs)m<6%6jw(n zb=L&#R^Bz&y}*I^LYW4~HY`x@vvWK9#Qdo8#~$gPh%qF5LF}*SOrq#@ zj6&Y#<#9U?*wasSJX<6d{CO)wDOVE?+r<-0AMG}P5#?z!p*9)lYNQl;EuR!PEvQ&c zJ@tmRqp1#BNx@)lr!|h@H#tm*4va=$H5Kb+-SANpD#u5VwQ-dy8DZHrxTQbop4Wx8uKj>iuC zYVB@3r-@si=Q&qsut9)~_wHUE;D6+hSJ+?+XO{_y zK0&~2R_FnBW9p*m2wYRN=5ly?(59s2*T_ z-!*o`=G8WF*_~@y zh;A@mnjughDSue_tM}Is0dA`KcQG=EI-}}oYo`essPHXVZDU8f*a)l2W(ySQN0FaZ z^M8E%-@RV^PyLC??=!>i!%PqPM87{GAdcVl5Ko;=w>%RPhsV#UsMx~s@%3D{But7e z)1mxj;Eco*Tz=U<*L%1hH(dR8XjT5T?~KFwRcgh0n)rA*+m74V;t~9LNzN~Q{ed?q z5AS#7@PBncnuGp5-{cl^N_BxGO8Fc|6Fxp~>)E_gCxZ7MNK53I zXV;hy@9)z8y>|HpKL6qN&!18sALH{ID`dYDC_a`u94~4f7bNS8*O#@2iCpCxUf+M~ z`R^;qoG;VCq&~dRpJx8?mI){~Gvh3fv4e^fn$}&``oPiaJ!9rpG^E0qUXwXr0M5kE z_U;R6!yj)x^jS!FfvPb&T*okKl>By5j0; z^04jI?&$2xDk#A0S^zJu16Qc8d7kJ9N^n2lsT_%gp7G;HYiz&4!UmRpo}qv3F)i3@ACST2BZRj1M_Z{BOM7`nY(Yz z9K3<~eI>Funkp7ad>MSl-+mT(QMWepb7`R59wbg^EQ(xP1*6r+4AA52tHr)2S&=a# z?@4_D6I94is`Qqa7ZHU&3-oQ!hmTL#rwE=i0nNQZ-rG!e@Mqxma4)YupqsZ=t$P~{ zvso0M2yNwqP4l5ztuI=TUbl=XY{U~>8C`4i-=KrP)|ELPUtPh}R{SBddSM6ezh=MJ zKpF&E3grIE_j2FY5eY%aB^AXV3a!VU=yv`TR+sgzV09i+2q4=xy> zDeg0C4K&OsE#vA`@ONWWb1L%09}G8oUE(tRwbKBa#7#zNQJRBORtL)E@ph1VCqpyL z!2s}OoSsxX83R3r_A*5R3&GB9?UUVK7WHpS9}w5u`g2O{@joy- zNq!QwM;MGh@GwNlb|I`szp^0J>hm1fcwBtta?0^eUmg^ct9vzT*8pl`%T7#odjQAS zSD&7E*}^HIdzAXj|d2_jls=}u}Hk@ao;?#39325 z)$IT^(7hKw=`IW4;*a-)RN8C}ar=RFltZRMDB<~>f(M-`da!nOm-Dw2YD>$^Em^|Z zzt@Q+UgIW!?#&yr4{CN$@Xjf>&oTO7!=!VPfjkCwdFihT|W`@?O;kLBRJ%2{SvczxR(I4b#~_`2fTR zbse2kfZF!*DHnz)z%A};{38Ghg_PfS>`(cDdk3b+mUEB6TBS`pm#$3=msKL;hvTuh zJXOEYd~Q`#T6_BAhX4%(NUjd-c;^Uh5z|oR5jI ze`41*`oH)L=T!WTa8zas)<2Xte{kEPPRGX+wu!z<-15cyKaISE!KEWwhvVP>DB!T^ z!0T(7L3BcI(CSd$|2gF>?F2slpyRUF$)bq&e-w=-+GelgwBhC_g+4+ z0bJ+&pfWmZ0$8puF@15fg9^m2*?BAU0oCr(<+aXe_!;)6Ccn!Evpje7xmLBHy^b)= zZ2e`xe{H=Ot&~Af^xAv$|#c#?^Pr zl_4B_|2H3azK(xCw|^1N-{R$7rtk#L%31U5!*o!#W{WvUZUrM+DgSH6&kpYMN#$vZ z1cFGqVH5croWHPDnEpaCAFK*g5eGUeK%zzJ7r!USL4K%Zoo|T;EPH+VySbnr*yuYi z617SSv&j7~MQd$hgoOi-EBC}85^>9ot~nLNIsIP5rA8e+$~+^vMk9olf+$%7nhelc zd(%I6$C;4x5&rktUB+n3<}XtfA2$kq&(j_`tPdrkEPq!9S^>Y=!jmOycCheE&9Api zroeEH^!rD{Xn4RD+5X0-1c+u6ndzP~&q`>3_lNGmdym}V z1kJ)tHJm>oMdx?ns_QZM?uuyCw&xCpe68g3hshX3;7~{H%%zUhj{AO#y`zqXj?uF| z9}+`=@!V8}lL30^xU@j#$%beyJ9~3G86(v&a+10CylC@R1&xQC3D?VPX@Nx3U z7gu~dLhd*}WvK!_{=g|4HX~ql`tW`Y3spCL3cS2BmYnHS0xo6xU$1$WuVYcxSJ1yP z&AHg`b5aI}au1b#711(0zmL5g-46|pIg}54>7urX(LTgpjVVE;)_8rR`CAL0gy5fd z?D#xT9DHFW*zu%?%vI>-%p#|9x#eksOQ(Kv3s3oku*e z8ZgkBi#Td&0TZJ%lKw900LdI9v+9jdC{mk{CN!G^DED7wd$w!AnV&`My8G^+C0<+Z zJcbPN*L8hV^qj-wE%M22=HvVeT;+kr$p8SBio%EtZQvOy<)`^-DIjRbO-lNx6kM#k zqxg-12s|7o3847o0DpCV4X!$m1=@zhxiJFtFzgtGw&Uy(KuS-gUG%vLy?s2;Nl5k* z-R~VZ__FGcFl8A(7&>Ip3%bAe+i`uUza1#=bDic!%hX;3e7xGIMmn<7zmgVBSz7Z#9byJn~)T^|G;k+_!J8VV)N{R-WfbHSA(1e4s(7vZq1_dTp27X1D? zTRYrE3XeVQFrAa0!?cL)UQ!IVg=%IuRE3;_0Ew8g#q(Y(=%Pc*dv7xZlS63PQ9Z`7UX} zuE-X-vK)7Ct+4rMI6E1H6eps$&dp)M^FiK#t1Ya^{V~3t6#&+Bx{JOr+Q1#={F$zI z$-w38_`uAfB)nCX>>u{>D3}@-t419TP#~#Glj4~N_|3kpxQL6737;WUmTo!%#Mmi0 z$b0tC@!&{S6Xo>a0rSg56*=nS`n{ms@}IXwEf^BTROBb4FL(wihd^u%?r zr*c+&8`lr|t*vQr=kz7;p61?Dk6rw>F%j-OEuK-}%(oX_6Kp~BwYCw`F-{jm~NDO2Y~Qt77m{&r}iH}>>Q>%(;D z4faRTs*FBbuh@Q6y}^p&gG&#bYt&%s+Wd@4jTN91yyWjOY5|2Zv_|*!OhJU_0LjnH z7%1_1;8aO@2iQGTB&uJd4exl@VAY2bfX0pNqb$BuFo4Y8BXaO3M%CJO5Aj&R*YQ14 zyN|MtgMP8N zK61DwetVjNsB!;&rh6*RAL3!)yJsbdC@w_Fev3fx3FY-l9dwc~}b`4msbCYW&Trp#d%`0H>BH@tkOdL=yI=5$jLH!v za!D`k-o=8~uHV*i%`0F@4k?w{@uPs4V7@kC}qZISJh>#jI)+sQyh4jg|k_zMI5?{-@jb|J0uUZ-2h1O0qUwn}I|B zfJv)Gqgc-55F7le;~Th&&wq@GXcpj=zIZ72Utnmod57o!84G#sI8yxjpC@b0)Aj*A zAL82Hx_wie*FoUUHJTj+ZF3KKeyxK0X>xLpFc+X9{N9YVG}1e7|`MU+d_1k zO=aeX_-efRF`hs8{DgMl8y3%Z@%jpQ*^2u=$HxcAOV%tB^ziY9^Lk+G2(`uGd|{WL z)*io)*Vm~0yIqMaUSDc{k=+z|yuK-A>X?o#1UVNYG2{(upyY&N?#i+`4D7o5M*E2t zsJmd!5J(yZ3$a0UUrKU7(9aTnnPMHdus*Uoornb`H^|vpPm;r)yc#3v#ZQ>qZzQTD z3~b?(2B0& znHG?JDA9M#To+`=k>wU}he0p1tqo3|Yv9X#E#EMKHoQuv%@*V80fg3El0|LFpvsnW zlT!X1=5y6mNz-9m{=?dZNgCEbaQ8m-vQnlE%uTyOL2@?*=vt&I-{q2mJe0n|F6KnQ zAnA?0FtsCe3!^jK9mWEAF?ljmL=WqB1oTCykAjjGyLo<=0JPMW&{jz$hbCt-TaB#& z(loz2E0@ZR>I}r=Bek@VLeFP#^(`&B7OZ|*a#s)K`qlbr*07+4^xqV$HxV4*x|mcb zsRqh?m+!WCn?tM69`XolZ7^{}+I5sF6qdgVtdpjGr^-|%YZ*dAZ_3Y#Z5wjH3 z@gILJ97Y7zEMj<#CVROd2(I4rryJYj{ z$)d#N;`BRn%BXg1PEW&!6Om%V%2FD%&|Xr$7t;k=Wa|=oGqYL`=?B^_USq)d6RUEz z1PaO!!`V>h+IS9Zhz6DvJT-&=kG(g6=c-#5#|@b)L*@)+7BXeF*V^VWW5&#qAu|z5 zrc5CsQ3-`qh)S74WJog4Qz$|*51IepbKY0(ef{sJd+)jD-gD0H{eH@`_Fii}>lxNw z&l;cAkU2hiRz@43C0!f?2YjH{k89i2iMK#;;P?I@<8zOGX_Q{9g(0k#G^VJ)O;m+uZOu>t2jFXOM{iGy%+|YJs zND@Iq!dq`@eL9Zb`<#?tw55hVG>+?g97l;F{>KlE%W0uKVY0KF^o;1ecvV%5TLj2h zjmED`%L9&zDNQrP80tAuucAm}0>A2~xQh-C&@WgI(-+af_E-4*lG zp9LU$L;8E4CR|{o>tp=zl@(01Y`7lq$pNhRP06;B9Dx)CrlA9v{$Qn9#p{MvPqd~q zTa*EF-eH4Y{c#1;@mpXsd(@h0(d zh<-j_H-6cBmU%BfA&=t+`zf=Z@k>hw?Prqq_UAnhK340rv1h*)gGwm<9_-BrJXr|u z+^W9x)86V=qVK{x_w4O6*L*?)s=f7yo;0g$zKOm4i|3k2KahIv%{L(Tq!5N&;-B=y z(c}{3yY9`8&{u9^1*`2nyR(xN8>#Qn%Ynlf;TyL%KXE;1M9`a(@+ZFCd4^s1MC8L~ z&j^6IZ6 zrJ3`s%!g1XF7~#tNmbO*Ft<(8=m_SX2x~h{vQLm>s`atL!B=o&ut-YaTRxP^(7f># zTL;!`4>T!Ng}@6!)$vm^^iV#!jXM%^!-=TP@xo7xlrUe=oPbN`1q@Bq_X%7&3A1Hh z-{c>A04p7~lrQs700$g4?#Jr$aK_VFu_E9s%&H_NYoz-GUrm3tx61x~-t5)m-|7nn zeoYTE9P9*eWNxMEkg5WR5Wnp+d|U@gA8im+!&3shi=Gx=SKMLFR2XrrQw$)~)MB<& zk%I*{NvCs^Ex=bDJCiDu2&Ncn1RFgWMJ685R?kQ3LGmY>?w4=40M3x`2!akvxaI$5 z6!nM$v7JpkEYw`^bBx_)0mTkNBvIw=EoTU2<878n)2u=GaOvZDVPcr$dHRJs-xiXH zqe7!=?0^}+=#qa)v#~6g?~&TxD&o ziV9CU>nlf5qA}eW$8lKzY)`}LEt``Cr!_6~jJLJnx97~WaYgbVJi_xT(Fb?<@YK#~ z)5LYKL>+TpwnYwN<<9?jT4w@~t(HsAFylFaWXGmMz9WcgSJ0ARuO2Mb%m^_RZ~~z$ zhr%_ft)TeTFKx=3u^{!!+xikiPMC2l;7*a$268)uV&q=30n~FvPp<@90&?;$zq}+u z82p`~H%oR6$$q;$-Td7iEmRzw>i6PC-Fl?szIceC!^R&D&_1CvVs<0eE*;p^SBAWop58hwLvyun2CtV1nLbc(`<0OJ6Ch`Dh zzA_{}&I4M6nF!da+yKyLhQNkY5iZ|UN@a1f0AsA-A=p^NaQV=62uMBUhNnSQ|u?Sr0cCE9Hw4iVy4NIVVTg@$hy87gvy*JegkG@eb&%rF?;2S042ArjToCusC}0%(t@zlMLv& zM^T-Ab;_vojgG@g38X0J1j}fFs~UP|+-uX_of73IR^sODl!Q*x{E=tb6)@*T;Q5>Q zx{#Bh*tFKc1QZf#m~9{NhDS*kobO`gfaAIJ{AvACu>SgDli`vU_$CuH$Z(Dfrmsj+ zM;+cks{2(cdCnQY1vnevFQETw^b7WKgQ!#uF6=h`(xBMK1c zRez1y*8m1x-m#2Ubq4wu&dG&u9)zisL+(p2@PVsB!^CA*d-Q~VWyvX336%7ljLof0 z3G~IK`>!a;xY3(dhJ~E3RM6g*qo*DWu%OG*zAvO2)X@gds)LJj>?qmYttp!{0FPGt zN8S#S18iq53lMSZK>s5%BTbYFKvV|5`4g@OH1&7jOHGIZtH%?^My2Ip&e7$-`)^Ev zitY`ybFDCn{6>-4eBiDR% z2Pb?>U})nfw28cKclt=PY5)g$u2fTDTLEB(V=2)_2;KB(BBEZeA;&6pyS}3i=wnvr zB9!6;+Qgmi!uVPYMftokh6U(Re7psU1#V@Oc(q7BQ}Ym7zWj(L7)uQm{~oIA?R^CO zM{nQ%*7p2goj-1iU~KE}d+Q1O&szo(vG)2my{@`RCwlh$S@qKpaAtV#^_LW_g1!l2 z_RH+r`=?nHCSiel`!9JHwX%mA_xcmTB;|LR>p1q(N2QKy-`d+>3hr9Vyjt3u4_Fdt zuFgMp{x^GuDJ1-@NPx&&}|#t?kXnJY;TN7kG^S6TewO z$Gy5m1YWLwt1dtx3&ey=((snF;dY_}S5Su>NYnLn^nK|L#Wtl%y!5VviLKkXuS(>h z)XbWpC@=v}t{ua_1btf z)U?#+`e7DI^l78hd#!m)dlu5yyZA*8KpjyY4LaZdXVP+mdXPfhasOI zv_%2Q?Ot(qO?l`$#^ZRIzzpDhn~D}MAcAH?8xxe-uNr1dnUQy3(U3#(mxJC6&?o?6P#- zfJ12B?MM0@q-y9?t?#MzxFe{CoU>nv4S;y%hq{9r-j&>AM2QXmf8%Fgyo~e!?LYfCU!yfCw zmENUJdJ-qFyd?BQ^@t@DV;Lx=F^&Pf1%?DJ)|_ydR!BDG?gql1lcA7Li0Lm~xq*vk zVg+6e)P$t|AcA-D`-)E+Y$8|}oMB*%Jvzrx<1c=l8=YfI4Ya0%l<6f4PEAp_$llhPP*@T53`94hgBi%sjn*q|!-ERF(t|D9 zg9r^9{>^3|J$SK`J$3GyJD5!>`aDBr0rTsXwvqN2aC!~E7jp*OMnraK`lt(^=CaK#2iiDShiP4*~0yA@63JAQO>n~v#6wg^h{ z#N)P}+)mqAb@kp%)QSY+Gp2td}4?KxU~&+uZQJe<}D@7+(V`y&7g^b zMv@37GgGY98IK^Bo^6q))at?Oww-GO98Tb^PJ~b(gB4slM8QnU69<~Qv5r3z;)EIp zSQtksHxT|GI*W!k3?Od)wBbmgC5SoTkx3Cm2;0;}xUFf|kPdjs1>?mQ9U4eq-cI30 zxjWAbp9&X4Ssdz^;AcA2{K6+TtW6~}RiMrL`OHCdXqxER*A`WDl_-Glti+%8_Wydk z__y{ajGnL-c#p{Zv==^7r51@__w0#8ij(>$J@23KHavobqdbZ~pOv@Cs#4PT#_t~6 zsQSy8z5LU-F8b6UyJ$f&0icOz2@m8>H5>& zet2x5^imuC%-`kl^`UOw-hKyegNfer1s*@+<3hP?$-?A+K0k30*Q9hL`T2a-eQu2S z^j`VBb~LIm()MS3LT}HJ@~%C4jdt+5u16dGjIW3uN&E0`<}Y^b`YwFz;4hyoApl)I zsIP9`6$PX3dq=Ye3gR+4^6ntUCpz{yt6 zAj@(FSo_LaSnu^5QpO^Ruf(Da(;{30`1%Y%Sp%2Mw$&UUEzMW6sUJqTuSzTR%A}#; z>u))iU0$P~@K7OXOMUd%CAliD2`ZG+1)J>SGAGJHjpJ_;NQBmAV|fVq0klrLI(%&! z8*K_`>WqIWgW`m}XYDK@LLXmqGx15TgvBwzgU`j|;J6d_qWyRp#8P)bi~41ti$M#H zRZ$r1B{ozSzI7b3QjgvDdK(LCJ;UURu5ALmM#^r6>U6l0D82UW77d(nMO^Dzli+x) z9|`lhVL)2+2k(EB` zt}wQwwnl><`L1z6^&ThMm%`D-8%>OM5jUk+4IpUgn%=dMIUE$b_MNDAybMaLU(f7< zeGqMOO|d2>5P-I}pP%~DiGqv|X}+qj<)F3`pFHzZ5ulyQuZ0&b?s4(UWkIO-QNwIaERTFTyqw?8klsRm< z^Mg}o`8p`*pcBChV1S`jxIxU$bI74El3{IpZ8%CAE1L>WVco+2U$$ZF(7pIP$zsdEyc5qn&?p! zWG>a7WZ=T+FH={q7t=q#bBkFy;fEaTC}()_NYo3U1(eo<5=+2VgFE%mkw%2BT%5LJK+2!6ZH`n8Ypsb{ixdH9CH1FW#7_<4y3No zy;4181Kbk*hoUkT0Z(0|Ug6OxL}KTB$p;++G=4SzeY`j~I*t7~@0uz%+S1^1Fi)5k zwXfZ&VLT5}(gL;|wgcqoYmp>=?*$pu_q68){tjBym#@G`OHBZ3e-?Ukph^^&hbyig zUyy^hONjC&xJ1FlNjGlwAzS!4)Y?bxav*rGAODz#TNK74MUI!T)IoSb)K`Ax6%d^p zaPcB}3xX|Tr{EnV2YbAIr}zd;0hhW5dBhRS`5M?;RoxK<#(B%KO`V@u{{ac7D%4B*W%g4#|MM^AL6#L#bcf_UIjqC%#=K zwb%bc6sASJ2KMF~(9>ype*eb5q~|N#jZyqPdKtU;R@=m9e$tzTfBJ$xqYz9qVbRyS zkAP#1JmwXa^3bsif86+^D3D3|o)bN83$GsIC-!m<1U9}hTdp|q-l7L!s$Xw~EaYc?r}hJCHu>QBW%??rv$;>43hpXSHdJar;QX9ZRc zesdIn9She#d$5Xu8yugdY;ok__rcM*Q@WzS&UX!!U$BLgDXFjW(gJ~9vbxhP2T}N{ zO#0Pi8fJgT`Z?sP%uu~$u z5vz|%*pxYhC{Uxwz3; z5MNM;h2f7d;n;u#AKby;k`{h14CIad+=VX4!MS9e(r7OcP%wVlT|TUW46i~;qxI~6nQbAa{L zP?@-^_WOjwf6Ob8Mh&N+|fDghe9L8Bh81(3a2%g}wc9$AT{<+bTjfDdvG z^}X)30Zv!hX_a^^;6gvA$D7TYKm_aNt+VY6aLw$k&!Eo&LN4-+#OkyL#K)cztuxdI z7u_!0w9Om`kts@n^!Hnk@nn}bgid-Wba@>f&_;)z!=4G-N?=11UZS#+GzZY+FK<7a zZ%LyiB<)(dakwZUoLKZC!x;RNf_L!i51|VJA{G;z0`QS5(H9j@QSj=NtnF}(9E=dp zJiXi^0_080Y-S$WLS@ay_NNkofL&kVR2Zo!Y$}&%gOo0!^qB$JR5E$eKbO2?Q(lD73%v?4*HF8qA@So zOgC+a&=MT;5jGuw4i5*?^44Lay=Twe>v$-GYEJ9?;EVm!-u_>Y7ys7&gz5$R5FHNT zpZ04`oG;;!gX+&`w*}V0!&y#0pX(P6q%D;1tp_-IMm*}gvGUX2ob14y4r|!6f1Bkp zPY;al?RSvr?P>}YWBQ3tO{@NeFQ)z6wb!)eVGP|D_w234saz66L6e{Mw)2s@mGbSq z{e7qC^^QG!u{WQff21`3P2%2p$b0E0agB>bf8x(MzZSL7xksXb?ABrkE3h-nEz0^K~@&t6dk*njgk`(FU z&|%_WwnMWV_|aV?;_5U7ddS4Z3M0A@iLb(KzWt$SMPK83?f1K=a0M~>H7J5UC?}~L zm|TKNCmx|%SIE#v?jLaj&C$f0W$5j zbk5H=U|fB}6V^Cfc%|;3W9393d~k(nvFv;u;4AWoB>z|rbvp}a=eaoGhIHmIZdV@c zc%4=*HO=xH{0C@W)iZ4-Hki_2;s#0{y}ajLKv7{RzeWS!1u zb$Erf>P<7|e8DbVyYN1vPy21Zb&%;lJU{rb12YP`HPl$e2dO_eF5DVd0IYAWejH8^ zf^TQ9`r0MifY^$c{ti31&|LfilRZx#LZCIU%@`;FUxxKe1%@gCDt@)tF}HCL8plN{ z&e)0svm4uaa)_WJ3!l9*pRPbRuH_8dP%<=-`s&Lj{bi_+x0Zb+iyi$aqQdQT?HiQ5 zuPZHM!H#0hLHcU&h;t@+AK<3fq7={Zi ziF@(Ysk@Pq(tl>?P{tWhO=Q(%ss>2UI~F2tKl#y|3i2ujcqX`z#} z1VyPkXVYxSQ1^s{HEELt$gVpqXmXSTZKHG=r)`>q%ICR5H`&=y^%%_gq&QDz8t+fBz;IL1Bp|K8yi8AXz zc&=|Du&y0>!`U8lk4pd^dnhpe_N5{aqT@23q!ok%CtNpFHLbvhV8H{|SP#I~=)qH- z+P%oIAKkb2Y+^7VCsY0mjx5kvh_9=<^$j>A#2oK)>Osy=1us9ii8)8Xcs!|(Y6Wwj z>w`J-Q{iW^4e-7~ zUHh`uDB{~0rJQ?{8>$cuSyO7s0M;x{CwV1)*m06bf&H!-m~Xhs==5w8=-x;Y4oq!E za8KBr)Fu&z506ah$UjE_@!g@X6-BeaM|+BopMDgXIZ8DY<0yizp_F~lg)hbla^i;JVW<#~Ir@AD|e?Yy?YTZg_Y{+p; zqJDG-2ZWj(5gR|j4e1EUCRM&41+TDHJ?mrDpzAjraOL^_`q||m5KsH;2MGVXP;05! zirHVJYI&2IA6n>kZAWt|fa!u8z8_`;px6C*_kr)0;N$zLlDraJ*uX>VDIMC4*b=;A zU#t;_PE-m%0;%Ldw4Ny*dB7CVs(z9E?r|4FcdLk6&qM@G_+H26N4E^K{L$?arFq`7n%(#P{iC(-e`|aG$M)r4 zjlbP?{!jQnBZ2df;ciei!tsz^DRn z^#(~CbpBFSX`Ua(wPd}ZrV@LH~ z9KLo*c>nhvE?7;xaE2R(tt{H`sxbg{?|H(H^=dGT_eH`a&iQ@(p|?ZQsT_ZR`>&|= za=*7AQ;Fq{c=-IVCyyy?j$Q%Oy&BT;5)_2PpBn=+u2_Mb)%f<8Ww=mZ8eh{St{aKS zsmv)W5r>pmfm~cmazN;b#wYgNDR59xk*j&J3kkw+Xl%V8g5FS`|JsTy!#I`il?3r* zXj#^Yjk(GNShm5aD5KATs&TG2tC&y0w8}QN0((sV%@wD9^WiKE=*4U=`2w`6h(8 zRYXp%gb%8Enkoci`UjHgM-x{t^EGLz+XdYN79fOcZP~#b7y6YE&-JWyA<2`f?7)d_s+HE0xaz6HKLh|)FBp6Mf; zhux=-Sn|2BqeyJX$CJ;#!!}2@sUAx<^keB!wiW3)SbIbBnd(<8==7D#)p86Qe2ogw z=vwB2n>B7ToB>Ax3B|ycx`7&uyJIaPab~~0ecLEg;4{ApA~vjRzNxk#9`BEv_>`Z7 zBzPSmvajWV?8T(X>-7TgWBTTGk5o%=l7KZsE*uwjXo4>-Ox?))F5j(tzT&XBRp?M< zxEvU+?sI51o&p?LbSY)_U5JiQ=fJ`-5!7L=lasx839^|jE;*hjL-U*RsElnF;48VV zrOx9VXhPQ-O~J$@YThoj>PUT z<~^4hmKqM`Kb9H|=09x|zOu5FmA-yL6s@hTva%0O#^WtjD$tOhNoH>K}ql@{2Z@{B!lDG7$F3zq*^ zzl48Xz8%ZEDpoz;f!?fIHvs>L0(P3ppryc=L3E_sRR+L!RK7WpyajfBANqxc^$U3y8Nkn^D5{_GVUSZ zc7+VyUi4fsDS+b^BL^6$14P=*eAgP%kzV$m3*zJuI%s1({AGQ6B{6bW{{~;0c?S{K%IZD1Ndw(tN?1@yp?&ybTBHP|1U~@zsZ#?U@!OQweUKanW$yZUbJe&+S^HvXFO8&{yGDGIYnTLw(aem_+z?%l;`uWA6?B_c7u1#JnCWt zTlUHCk95+{-K2;WWrpu6s;v$u3IXD@TUtmg6Ks5Ww#FNe5@1<3zI*Zs55|A_vZ()+ z5wN#3j!I;{`dH^3sM4KK_!Q=UkoT%ZEi^2kXHLOz9FJmN`7J%|#5hjFfraap406a~@UN zbAr&Hu`Rq)N(~SlpZ#FxF9yq@w5?*MCb%^HzGV(G=Tf%yLgag3A5tT+z|O<>0v>+i zQu6uO2XK{%6vi(ek%#TC`7TXxS%4`!vzQVI4an#+^VFQ(9t^yS zxTz{j4NDd$cj!nK5Z$cwi|Raekk>lt^|Ld>fXPHtuljR46db_Tz2$-nk8aey)zu<_ ziPc3L@4pTqMWV0h4>#6A$BEE035d>ei(Ga#M{OgpE@HTu}9~l zue>6xjfcSwYofoT|NmOv|Go0(eqU?fg?m`kWyRuVpBh4$>gRM$*_J@;?DGBC9#eR< zVJd(6h%N|kSXmEN(Sn>r4c115j-bkfb6$hR3I>r=Wl$CdfMqK}&MSig@Coe;u?!9p z;Q7GP!*Qt#mRBsESd^awY)$n>jn_w^H_>?6MLr4``8m4I_&hVT!#=@2SG9ngyELE^ zp3w>U=2&pjWrsoE_sa)gzms63UI~@XWvqCOQ?f z3d|Xq)0$$gxb8rGjIO^Mivcdou)gR|TSZQPsK?G^t%CC!%eSMmdcm4;Sxd;5kMPsw z#piyyTOb6n6+hQ<5PCMYe=2SnLFCHU-jIK+gh|f#8cK=YgEnIwAM0ol=)5#*$3^(h z-(KxW`ac(vI;`y)?R5%*Q(s?a9TNwolQmVm<-+jHP(#sKj69A-OsJi}7J_3BiDt)q z)j(Vn?fQDB3|xGmb6h7@AN1hc)Gz2CfVy|y4tAd(Mnpe|jPTxn2&ae(Hqp9L&{@Lx z(UTz$9-b+txRX5ye0&I_nCdYX9KMk+_7$i=gf#=(O1;ye`god8A;A++c`Qj}%Z3UP zpRjo9k9Xjo{`>gPX<;u_pLMO&2}AS+qH)>t$R|3gjKKc`wto=gV%7qkpVW1Dy)#*+bUwM}fLS z^|P*D)-PKfBsq&B^bSMyFrAsqdfE4y!i72Bgl|Ew;xXlHoSh8F_|Lc z2pFrwa`EB8`0$o3N-eHE20X%SO*hvDK}bdNbB=&Q#8X0jeJSufJkp4@;OKr8pzgMn z6VMH&7bGhohtmMoXZN62XFGuMwg$e%(qn{v=+4m@TU!{BWYe7N>IRlp-`ICrPl4NE zo6j3cyY|(GQO0VWM^hQ_l%Ae((Ac305m;1kUoJ%$-538yN!Q9BUZ;AS58bpcP%B<{`zQTA{>atdGso8V zf~LnyplR~iSj@9^B#5zbY|&(-{D9gMwFlj8|7CrQ;By~ZwHJhk6-1s)K2iZ0zEe!s z$Hd@=sn;PU&90uwBjVszV;xFYEib%B>PxGHPfRzY&xFo#~h9|2|az>tY>fKgsz`j1;yJ-n&}T z|7-bL;vHCI)@OhZ4r;)#EVe)O@prBoUyy)**xPSooX6k?R|lih zGaSH8na+OEpA9xQu5PksQ-kLTx27wCsG()$`F_C|0pR(t`*}7A9-JdY4fwnHz~G{n zd;iL7@czSvdbNc>O~w~9FF@Lff3J`9rGZJ-wNIQ09_nF0L`*)H5e z{k&tudUx+Hj!d+_QKm(|xARuMeubSB| zfw>m2_^osy?oumcH+vo+Ssk@+YT)5Er8BAXQ&^PuDgIQjEu_1jB&elO1aH^jI>p!p z?MuHWiN8;%Nh&N-Uor?f$RCaw62ktyd`k4U(stoq*(ZrUTvfFy{1g-&$OD!iB8MvkL}n?W8q2|8$%mh{#LTQ>YC5$k_NZ10%z z9!LK^#3aZ!QQg=9g(hu|u;|_WU)KlYsTw`8_Un+J*W9{I;QR0V)1tpoxeNDbo<1PV z7x6+8<}+m*zH*QSiGr7_x2z?h{l|GpK|+3z`n)pq0w)`+UGLO+t*!`40!`xCog|_E zGxHBh2Tj0hQXJ8bNIiJB5yH!3`T*(5Yf7vn_k>Lh@|+nU1@2JuP1%W?$anYZn$OuDa7xjN^O0r%7-W2982JSkHueN~m0B$An<~=M zKAO0+^a{#|=wqLg+H-Ta$I-tJsf}oTZ8h(PhbL-ySyk`-kL%;`p(%OqQc)P);30XK zBVb>B+rToup?}~3lz8l;IVijRdpraB8#}l`N~oX8r;8Uaf#9d$h_7}!8Ox_Y>&({Eiu>8t%|?c?v_~wCSBoO zepgx%M$g>X!RBb#tF3(QFn>0f*L+!L6?_X~MfoI!2-ksThd~Z=`X#`7^484o?T<*3 zc!KD3dl$^e&+*p)=zzE+ZC`+z7wwkxFV#gVbj@xBx|NHIRE)|!6L&a==Pq2 zAiySLU;3|!$~au#{9*HxqqI*y?b_Qt`TQ!BN;ds5kc=M|bavt#;Bp4r(cW1}G#8+? zOQ8Ga<&WT?x`yg3bp||t!ZG~A=#O81AJ|c8K?eqc;O!Z9CPnW^;Oy|7l!V9^x^l`A z4y(HZEnTj@=+Cb3;_<0or-mrdZaRsWeGGxrM(l%D_UT|KuI0j^QWi+>yfWH(ZwvW= zI}si1T?o&Y5fz@3Y6V<0D$5ehZ(-{s^K{GmMG#D@lB=vl4#P4yrzz~dB5C?XPi`!{ zfJ?bSM4Q)=P zZZ~yT?vwYg#NL7S_fwf)jUu6A-~98jgvsCa!G``;?k?P;LRr3U)S4k4);IH>fvNXE-DL$o zM(0S#JIs4^{6-MKEenglzIheK4`KUEjNAjc^z;P5=Myp4RUI69#`OaDkW_BIy>k*` znVAxWCJ+J}lVQ#`x2oaU-g;N2luy9$W_0UFObe9Eux-q^ivv|O@IG8+J_d7~wfy>X zR*<~>tia$~Z{eNvz6Aw}CQzo3%LR5+AcJVx{fhyT`@WA_@q`a+VlB{%gxw-BA^ex} z54m|PRhqO0a;d?Tqi_D}{j2AnxOUE9w)VK*&81n7&j*{|GomEsEuc+x&FrJO)_wF* zCQ;RwzVL>8xdo@}I(q=UMe%y2qbp|XLY*mv*3|Fm$$rTm2$VcvwEU@yqmoL>Kn(&ErKYd)Tj4e|ftSv&5ZTx8>z! z1@8$TD!v|4yN|v<=9eFzq@er}0ja{CdFJ;X{=NKNJ?z50T>c$tIIITOU}Z*~P)%Yi zcp3gUu=iX0&BVCiIb+}@Ko1G z;tt_B;(vNPT|qb(s=W_Kikh-|;>n#%G6~j>jj!#XDv_#%B3o zFs_(RM=c#bHfJ)Xt!@Wqf=b~TBe_mTXdEQSmX?@gy$>p`3cpm| zp@LO6nmXuZ3HH^$=T8Y7IqnWaR^zZLKdh9$yFNq?N!&J(H-)7*Spz=r8o&s)v(u3{ zD>xJ4%yHv-=RW!jlO%r}$+Uzt1_b1iG1UO)^2E0MhTdwloXU){S1iYHdK;hOLFkM!aG5EI(6YS3GFul|A>-Hx$Yh zEl(=j7X#ts<8KO7+JK>kIt?jdCbF7GIX-dgBJ{E&vs;k~0!0nhjCUhwrB9nQ~?tL6+~49~HeeFrm9s zhsMhkx`;&+Z!! zs6pJv|*vn$SKIE*>DT!iJ z;Gqz}!C|;Yf13;@G)O03_8jRx`tJz+5tK=$dQ ze_1Y5;FbiWeB0|Gb66KhbqP@rwg^G7(9}XQ&hsFR9#sxy`vArzWmOyT9w9tN*!)VY z((w8NqT9z1m3{d3DE%$;#p2<&KI{_69C+f!YL(ajy1f5L&##_;;CafMs#(M4b;_$2 z^4-7WFEm(kaMF+p<~=?hO>l)4*x$a}GVhHCKj(R?Q#tK#zx{b{#?pPJgluFmzI{g?m(&eP%#& zYH1)mGoE_vDFeX!a$Qi3;Q-tiyO++!jI&QZHfdLr<5jl+%i&Pn-ezKe3YeFLy=ejO zc(D>Xf(sBMYE|FjW_s9L=TJOaDGD6b4NTYxgrE_2n_49Pes?P5%`>C1CJb=r$EnnF zSnT`C+oSZikpG0Eg}Z7wY}l}RB$sn}pM0?mqnWrf3n1p&P?@xgzn*XWBmV#CXKv~R zPHHI&xaeUYjPKp@Oa9_DS<;keS3w3x-qYoAY~aV_q~+rL1yE5x4ke@M+t+@h^hz$( zg+!1d*!m+;_WtpKX?R;Y^%@c6*JW0yrTn#gH6_GeY^NWCPgPzuCOVz`CB6UC^7?1T zw~k-RLjL0zR3=HeO-Ly5H_MMGO7Wcb#v!O(Z_r^T#PB!c`)8ML=)h3S$+{)r8_~7# zaASSn_we`T?;e-QX5P0YKqhgErN(&Uf4%&_H-CTP|L2y#zujs?a^BM3@lTgV|IS^~ z9~>V2)g98GE{*=V>-;|h^`~ns`raG~g#zi19hMTqLGW~*_G?vt*v6beNMGm-QkqLW zS%OP$*)^lO! zT6(kHttyb9vFs_(UIfFfnC1IMzW@c}oAv?zd=OVi@512vCW0NGG_UY58y@bb7~h%XC2n{d!S) zG7deDE~TqIwP%q<>)5@U82Up{LhYzpfmJnh@-L%nGvKPiB?BXA3QH!TI-9ByzQwrqmw~@ zEbVaE$MB(kEp0ay$+6IT=N9o+Ls#KlhHAA}+;Omw)%y+)M-PlHt-v~P$q8P4VXa#5 zvI8E-&%j(mj=*>JiM2mYj>1J+!Bd0_deE+z>*xcaTv)GRpW}UH7Ca`g@8}7_M$sF~ zHlK=YU@%8qMzkZwJ*O6Fn_0 z!iS?D$0OPBfXmXBUe4WoxTQOpvOrP;rXmd*^S+kDomX#P5E*;}EuX}`<#GzaM^6@L zM_*tAMO`bSt1t85gH5)vvdott)Z%mo<|-1HxhPPyM8OM~Sl$pM=dPn7{b@J3%0*-< zDQmD88}6a4`dANlz8RngSam~3^IXwv`w_a($C6jATfERw*Sic9 z!jtM9ZSc`=m-*;z*Dk;mou%<2JY1B3BUW;@)aS4IAfw(w|04Tc_?PhRkA6$3rJ^GW z@`U0%wdjch8GTF%!WF?VPxk4oedz95sE;E|Bt;pfu^c$AAp~+5;8_+DMcw`GTqm0C?RDib3$YuLzH3y)^YFa z$77PCacvEfPo&X(x~2#WdpPXQYdlBCwJrK51}cD8fw3~`@fgC+pEgjCO90!x^KRK+ z)}Z6N2r~hq?tFhM9-yXfV(IB-1sH%+EP8T+=rf1W7P(V1crKJ|RHQ^i)-bkk zyRkwle)#svH0P8NerlSRvpMV(&TLU;O(Af1mUUxK-`A&L1&aU%Id5}pOPsdYkQ$$7^4-4xKeL!i+u#^w8u0vf{CE)NpUbg z8#Ug2A}5=&%?VD2uYED;xDKoLH=WsleSfb^i(a8Ke#h!%*xNs8+Da7YdeyB)NDu*-- zZHqXnM@fmSxIag_h?K#s-au)!e-+Xmp{Q9OuL|9^aZO}0;>cV_=cG))6fVl0+s|Vs zEDMLJ?cRE);c2O_>1Q69;Abq)X0KH{WBx~C)}?nea9QdD(?_$HaFADg4Nf|SCyavc zdu@!v{S24%t22*cmTj)=XAbM&aCMQ|{gvDCp-Jw_gZ+zeLS9f$hWIkH=l2)Xz3qqS zL|%)|Iydmi+QOJy_Yt0VQflT2X~7!m-lW9z2^iBJ^{qc=1@FR$=^9$9A+q^>(7m2gO$NaDHT z6`*|^X1GT%8SRz5Wj43#BIxaOz8+C<4v}X|xOmFPgG~>)lj)^gWUC}|tu^pE%xYto zU4#}rb{>XVKAsBjaQgn2^NtvkzkG*s#kNL#E$V`D;#V7ukFJH- zTUqSs>hjPdSYY_{AU%q_{5t9p*E4vZQ7>Y9<^?J#alSoEsSP>2d};0Fa)?cH6Y)La z2|Va-lDe=-Q1<+sjC;}IEj+(fjDPC0DUJ~v&Ee}kiREBMg+ERmlaanvv`#;VE!ulx zw63aQ_3P4^cXFa|z~WA6aMZ>nwTXkFF?(^HR;b-(2_~FwI>;lzL5UfhNcI+POM|#) zzFW|vQQ#;ZBmY)+7Gled^*88`fvW$h(ku~u@Sn+EJKFLsX-xw8oL?Z=g50)-Zfz;N6vq_T0=E|eyW@?Wm&0)A&ZT7#``P*F+Bu;H!a;4%9`TpQF-bg~AG zmgpGvlghon#de$Q{$pa^_gOP=TB+~>>mqY}wB{zmmOf`JtrgxdwnhU-1bmyJ8}q>r zSI68-@l?b|nq9$JH4xJW%(*nIRl#q#dT#sL3E}i{^DzxJQf$5Y^H#Cm4Vani21)yD zF4X0j2p#6029gH%t6y9qz%Q6zxTSgu3g|Mw+HN<2jT=p)c(qsK7kw6e4OWEtVxMn6 zZa)7UQo3)mTaeR1a=cqd=)y+4v&_C@yNVAK>AMj6-qK+3Jl;f6{r!9G#;xP{x7;tq z-^NRq&by9Mmu&Okez!o0+;{=n{H!eFf=W8DlS)n7@?S$Smp<*QUbq7x`*zdgqQ~eC z+8?V%Uj&bBzTNe9Z$wm9a_bWqwPCi%{NpYS0c6>HiAlm|0L+@c#Z^CDMBT?*M8*`y z;mgLu+s}RGhWLvm>2Zxmz)b3mp!_&5@-5*_JFD;x?wQ}cl4wJiFWll6@npsxUfEY1 zWNOw!*AC{KnUeU7P2) z74RTv-y>^~&ZsOY($z*(W7C`XWe4$`m?b&mHZEDSji!MKd$X{r?8h2oT`RoNe@hMN z23JgU=+)T~8%H=$nKc-7P{kG{AE;3ko$BA-f*i*;y>wqz$ki|%5=?H7ySli2#0f!z}F z81imR&eGtjDK<1Ga1Qdl-vrM-Xa;*Lr11U|BOJZ%Tlnk{7e4WZe~X1|Abb((8nw5h z!KU}6)u-9N*TZMkF#av~OYyhy(&gRiw@1%;q(Nb_lcel?2C7onW&gVV8XS2>;aYt? z3egaGr+FSsg#;ImyaLXL$Opntt3+kOe8SCe<$IOrUCFlIZ{kXzvKZRQwu=j$XAFGS zlHCGy($h3KQ6C5`M55Y9)%&6C5R_qyf{@_b`Y4q#+^^r;X-R()JQg2HbF|m zVYQr39jM?_ulG$pV<5hl<;kh3it5j)_Hf*LgYUjLLQg5UQPzfQ+k*|2nV88ytP+J< z;Sh(k#G3Wa_~nC$Gql7ScpcpC)c)d(x7MeO4Lp&-(~-I&T|+MTN>gi5A1%Ub`Xtn~ zbvf`?fzbzC%HyD3!sv7QG(ENyC_B5CJqJ>f6_i}Zzk-sPM#VwuC~)&VmRx1^1@d^x zvJ0us(}B*zLQVVq{SR+y>I0TkWV}R86}rd7J|~ojbBq>s$Z~ zb>=i^nNs7Hee%UXy}29fstV>1TCgy4^!o!^2<6$T#6E5&sZCUettgcBzhlOzPKBP*A5X2 z6Hy~$s#^i0>cyZu6xr6C*@UJaQ+(aGPzAcMGd9L{5*^fJE+T)m7oJXix#7vpjOeuI z>NRwV;PMvnZ<*TV2sc(RTU}5F+t*GHa|ui~@#ofN-||;DIO;;Hw=RS1u>VK9sh~{E zUjO{wJ8X?RozJp|u{mM>eqz2!Sv6dwG^Ox_*Ac%Ji-=ylu^VezDSWBna>8}C++?*P z5_l7t2k~3s4fq_HwU8ps7_eD#X=W9y!Xm1k2QIKBf?9x+Q>M)TG}9Re-S;8P*E+Fy zb>d`msa6;dVQKY(CG}K-={kAPM9i7oB9ZD1lf@f3YrD-3MP)EL`Kwa8) z5G+XAYcNfWnCCpUvOP-y+SjuQ+l>h=5~+6H+(exPx9>Y8H_vsU@)IqTJwdW?Wx;8r zEu9{bHBZ!W4<^A!mC@rSl(&$e;&qaSGrNJF=OeurD-R;4JSa-}tsT2RZkp%sTqm0+ zY%VA&pN&c5KWUou+hV?gdiKwxj@W6(YkxPrL%7@1YyYb*D=Zonn{VSQjQ0nwb`^H8 z$D9s#bRr#h<1obhXoQjiUoST4%ZYsjb|Vj%U~CjfF1pEw5Y8)tcU>h{&p!qgqAzYS zyLCW=hrBdA^aZ%H8N?VbVrVuH;XDa_pryB|o?S`{MpGB3L|6-9to$;$AICRjE!aLe zbD9;ODt}J*z{wv%qFn@LUDspQ7Yj9qEdQ~8FucUS<=^KYaj6!+MdzaJkM!+bz(39R z`kJCM=m?3Y4^Nd7ysP$4*d}uVNgg$p4koOp1xt3Ag-0rykGznUs(uD8Ywb3diH<_~ zEGd#MJ2nI9;$2U|KW=1BJaA#J7YGN5+C0|7n{FUQF403_Jc;l;iG5w+##*$mw2ySn zoHQuwUGGwir$H$vtq+X_T>#D;5|_f}i%6%zo4vxC7Z%h{9IxkPK>6iX`(}F@@mH1@ zIT&9h+rQI(%#c0@>s)(9A{l0n7w@_$G@K>W}$7V)(by@W~pCM6{54Qv|hD)kfh1wHBl8X4yr zxRL3x>0JMDIL=OcyWOn@c9_}U$`urYl&?44lOkHc-hfey?yd@)6ui%vlamW1Ob6;% z^rz5kuhK~JY!*D4SNhG${ zMmbr7;YZbEgU^mAVp6JX`ieEU#MwW)O>+#*Cig`=zIqNOSwEz@?o39FL8fumg!kJ| z?Z-v9IRlV}k$%~(FfKS`p5VRZ;*<>4Q}QtDZeOqo%MFj*8;3~B_**|^Uw|CW_kFD_ z4-u8}%grGkQlO)7WtM3j4cf-_?U7%%7YuTcnV;o6i=_REUwaKR!=1g+t&%6mkhA^= zr?rP`ag*Fgf=%iSHkYlnbHA95J*_@cmY%W3b6|Mp0=-CAm-13QYL0RAGtVK3{Nk3Au#ysBq1_+i?l4|CmRf{|x`0|E0K8 z3_>if>wMv-X#$rwAdPP|C(yk|236CSO~EVL{rT%r9h6EV*OEH8gtS zWlf@#86?}DbGYs2g&tehue}|_1}&jfLM&loZGv+ur5{ypmBSt# zgUS;;dN_yaD(zQME<7a=IoEK+2oK+yA<>=KiWQkQy$f@lgKNs8xv?^>fFHHwsR?ud zb+X5U>36Q6FWMzT%A5&|X3U#T2kZr}q{zDlLWR)ocRK31JP)vnHLMLDtb}#e1x#(? zQZRG3db3~L9Z(eGTr;|F3_aU)X!}AjEnauh$8KTAX)w=DXM9sninFijvShP+{=R># z;(hYH9!v43dR(OGgqI9QpiXyjIQ^R*lG^K?!l-Z@(v(- zD+J=u`NKy8hKi5DEp4B?%?9p>)=8oAL?I(&w67<#llv^QdS$r!KF!aB|L=cOcBOFB}OfcSHNQC2}t7 zQG$?mEQ zsLv9?K@CUPzrNPOv`6!G0v1{EkRrFDWt$!rk|k4?Y2qP#4tq)7!nz7K*3`aH?`Q+{ z8-{*s)M}xC_C+fJR|2QL#o#^8iJ%8uU3U&jfEVY5>1AFs%NBf)8o;?BBE&>#xOz#C=YX_-JuWL&*%JYrfz3 zX|vP!dYmc!UXP{tQ$5K0oi;4IPzR+aVY+=cw2+Y0s-SWOBdBlazs~KTj*i>+Fh)%J z0JV&EjL81WNHXwM#XPSnjCJ%@>g}{gY0v3uy(s9Reyd+5@+Mq%6W z5>RN#v<8x%nQ^Exj>`mhs1VuL6yPnwbOqHcZ?TBzacTNhe%NErUWy`OIeb7(j865a zBJO-L%W~@QHhj4>%BGQ86Q`bX<&`yM!n3^%uRQ6rFn-P{>1@x1Q|UN2oF5#4h@*{-QSiMUOYx_A++`1OlX1atu#L_tkZdpFO1Ps|?y3jFA;j{Oiw6;n z_mTCzo6o?-tgm$!$YK!Hd~1|l!2#%=NMJoQZ;5gPRmJwptcA^YO8O-1`eiP?=Mfu^ zBb<+pymB&MxF9r`aE4UV5G1LktK#;aN2h8mgoH_i;QgIEi4g`;^stHCh4PIF%sl$& zmbTv-scMp4^xZ-aXVy@v9)CrQZi-3rUzp9tTx7MW>|2}hksCc%Ysa0jdgG+LU#Tc= zq+2X5SdZ|?g7iG+9xi+x)1?s$sA9?0cf2~%X|YhGl~TDK5Z<(nUwJP{Aot=bci5qCgbnBHG3Tl=A+pPNk1T}FJHc9D$K!x=bAM{N~XZ~ zRB?ce=sno+dY-WqHTYhSyqxd#Sc*T@W7SwW!zy6_xeFvj6W8QXvz_*=9~KyjjV9y#n<3*}dpCJ&OD|`gDc@*TNUq-m}^{{W9}s z`0H1#(gKy4ymx%@w#Yi1yB!}ff!5W#2TL3y(N}RPsY?M{;Zb#MHu1GN8MA;xEte~_ zp+n*D%Wq}IC|9df)hm4sq-M!J{Af8NQ+k~F`mT}NSmNbc>$RI}vE=Zjag!}p*uVeV zL&hFHoMC=iFd#`B8^%3JFI>lhlTIBw8%)0+YfpSW(ZorGZMSV{J~yO{ZFDl5C3WfX z)S=@RhiH0%_e0a|y_5wo*Ha`VIGh7gsfWS`h&15ILU)7W;{dQ0u898dnFSQWn)yOF zZozId?t8uL43HyqZ1pycd^mee%iVWkC)|=PjN0`s13n^w zTOLx^J?O~$CWijqtT~^zv|^`h5)PUz-#Teuh_@sQ)2Ewi;ffEUjI6_qc&j}T&9lj^ zc+&=AF9YATxa!ublfq{Zu2!!In)yhC8+;mCqwmUM;&U}Tt;GbUKG4y?{c;)Hzu@1K zwhX7H-~QW~@SjTY`|#&^Ml?U`X{Pq4>{k4=?;zaDWTQWB zHY?Zv6Ed*kr~S26TJh8V+Wh|N+5g>sn*PXR&#ks*aD~+T!K3ple%imP& zf=i>W=$gV6Kkbixn%j_l?2N_%@C@15sO0nK{j|m~FPluBYC;n{8H=}SeTZh*U#h*M z1wI^3Av$Kh+)pc?YES8TR0Yl*>%PL;6+i9I`e`{1Qpv$$$KhB2w?c^V88lQ@R>ABq z2(9%+XEg~YwWfxs@cJ8ez=Mcvxg%%{G59~*Pp|a`3JE>E^v0L_X-12z@1IDvL(#pw zGe@oZ(GB^}s|H#3!Du-}es1rIpEl6;EW5P!C|pwDE*zyycD}VhfvTJLC@g$#gHu;e3sT9AB9_kAJX?Za1Ivqi&v)DDfKqj2 zckd_%l$Rf#CJXx_6BiotWOYg_a4Pi{TFS2YY5!_J%}V>lq#fsDuqb}Z+mYOflD8bZ zaJBClr0P2bWgS}Xr|pIT!51}U;N&>A&Xv3dkzL-KC3{;GX0K6f@0R9W_Icq~pWpw} z@Bgd)v|;DDQFqELz&9IoQsaK@r=7m1p?$8A9@zRXUox*;e$xMcdcJ?P{(rTfW?B*G zv~4aFj3kvT)`l(j(?mow`fY}N;8Y$_^e2fGKW)WN`_&fvSKPnU9Aqi}SjLK<_9GX6 zhtZ0k_IIelk9An_(|+XQzj3tUr~SREy5gt(z3TDDwOR4g{+N-K>nj=fk%1LI?ME*D zH=|{fjh6hhmB~gz$M)}EnQZjG*@#vi^Vej6e$4BK944Ezzc5$;Bf*Un)oNq(;GC^%@_1>PQqJwa` zF4Gh}*Zu#!pmwMtkAeINH;h$NbMD>6gQ&Pt_n}}~z*W)X^nDb6xu6y?PwukQLmh}H z_O_0AtO#m<6x3|gJD#Q}@q+Czyy&aqUM8r?`w+)um`lN}@Y4++MYWd+YK`k3vfjR8 z42C0d?Vrwh{!&mAX?7@4(>H?KA4W*k@~xK%YJWT`{HFT%wK0B4sEmH^~Jvy)U-S^ z@9UIl0vBmMi_nM;+CA6PsrPs=cd|kB8Mck>ruKF;bIPnx);ZCL9MR9HM8^PIq8WTPgT7ukFe!6z5q;fOQdsD@Trl{vf?A?kdii@VxLtf2qo4bzIx zN%!_UWh@Ohj2W% zesh6clidhdthmnBu%AZi%%|GkA{#h5e#LYA={Yp9yUCm)VLj;SjvMVX9+GLTIW@&V zehnI3FFzOmP=t;uZw(=m%p`QuVlkmy-G|J1ZwDmD&Y;?nJ3C*~H_2RxJFA!N;t4@gZpb%I6s+T*S@zH34)ZV1#I{$#oa7iMrP!He`Tetk+K){9e;fT# zQ2StKu2LCn4pzQt#kGTV=uUn?MR8Orh*o5Y5{1qDXKbD=UvL)%z2R}IW zr25-O^AIG=x-C@dj5{24su%Fw;e-x^%=Yn~aDV}(&XkJ7p@@w0q7r$tKinq1{xCB> z2}R|~GO{pk0uf!R=7?3_WHu~3nN7>P2O&;7_r$t3A(m|=TPb79f&GqR7>9{_TPq|6Kut`&L^aiJ`!>VUzJPL9LaK#g&=lJZO2XacrpnwV+mO6!XsK zUKCWneV!w^I}yE}>uWIG6axF?)phlp{ZN&_*4bPxZ}@!UW=ls|BC6cX6;E4u5oj!X zV)H-dp))}$GRJQ00P&4hifjwysOB-}@LWj+yst;{rzd;S*|E>*ydI6o-Ad zEP>Z)mK|`LbK_U(Ntv)FY5n-~<*1mQjR6r%W-3ud z*Ma<hwG@9WRkf!%&m#Bu@Xma8Cps(m1c zn{!Eo2wq3ttE#)K=Ptt6dBzTOAsppnU*$rMzYNtwzvP#pbfpZZzN|<9>zs>|2@MK;wx61VOEv$|fv) z&3*Jw3Z8MBdFA-|A99& zD2-C`CcggDf?6tf$+yrBTc~8J;ySU~6@>^Y`&{2@2D`^NXZ&4`5js!ZWsD6phGY6B zdOY&JNWy4Hbtu#c0`$CM%I%g5YQY9xT!+eHz?dld+Mr(!+CsAHWaCH@1bL=iw6JVJ zjw%@`-c933^HhHAzOWh@_4lt!kKKuc5gq%_6Amka8nwkni`6Nb5SmpIZ5nNedONwp zj_{~~P;92imeT#p1U0^!p|q{$y0CjkkA3IiQ_BRk#o%B?y*@WsU$l9GL24e#>FU;pib8o79n zq2477JAMzwb}qt8@Z!#+N<9WqB7|7k(Z zj+{hq-M|hgdvxeYCPAG4vx1szo(JEyCJbD6RPPz=&_jhS+5)#Dv>-9!=<^dgLCXZS zncBJnQPX`OLy~P%8Lsh5K`kVx^94nDGt_rcs;p1Euq^-o?SdMo%!z@v9n>JN6|1;FtBB=dw1NbMeuLx=@g4)lU(2Ah;b2k3^@rt1K*XDRdQ2T51yYlS+ z*%|nGvJut)2x==cjaFtF{bz62|M_cQ)$=ZDv^W3;xd$58UpqoFNXSx07#fzrWbs+3I!>- zxk(UZ!rAUOVT{`zBU8z=XhuSh$5*W*VtOauqNd2+w6phi0P(R4-iD_0GG9z+Hr}1R zN$82{o!r2fgSrfwK6)f!PF_3qvhMQyZz8`7Q1-Ytm9im^JZD}Nh?)ui-H zwl?g?`pIZlmZ}++^2ldRi;~684wnA?I|Hz{was?DjVid3j@hiO`xJhwEbZF558)#Q z?b^D@JlKplMo!6qf;D)Q?#Kr&YKGS06V zKGN1?P|Qd`#(L?$-T!C`w7iG2xwvporO88eG*DL zjNr!FTdzLFjlqS>q#6h^Z!&|Xor93@wfpG9`O|=;l2rGuwnZDZ zYLhvt`hnqXp)v}%ggWIvUUX;+gEC(>vq_E=UI$(|R%$(JcCk^b*c1Xsi%vRgv%{6VUz(H&w$oz+-p=x`ghnSWY4 z&6bPGug@wzlElzuTP0d}bQ>}j34Bj0HHSr>)T>1{ipoAt?_Z~vAB}Z`A8$zvSHrJ9 z8cQWBpTJU1S!`;%U4Sb{g`y_e(; zeCORsLRZrT(5YyND7Z8QU7sU{l5R%8IqO?Vv)9`}`@IZO7qbP+a{|M*A6nqlhQr-K zgkI)737pq-kMu)i^p`cGR!2bX&h6*5*VBQBFOz*3e?|#i`;Auntiq1ZqZ<33nZi(b zSK>RHui(5vm4AZa*M?d~wsWyiLLj`#P$s&yJp?`LjTld9Cm4fr%AGf~9Z+%GaCEj*`72{({KmMV zBDJrlo;d z#b|56(P6M`4_TX_O6VnQd3NF2hI|OTbHVSR^d#Ed80jRbNQSw5Gb*#Dtia+t(O`ur zF%~|^Pnq||?e}l`mh7~p`14VAM|)vt#=-MY)6qQ=v^x^fF4Q@Syz+zKUTF*Y&(26@ z2YKv%#`Exi*2+l1KN+!o>?pn_7zH8x+<9~rH<5cu>-n$uMd8_Dp2CApYmmQ&VtJxl zAtX%BewnOjKvDUT`;OUEfa`Fa+@k#$s;Ah>-Thh|;@hmlvtO)6Mh_ghh!pRF2Xlgt zHR}Te+zCmC=Hy|uxbW2o`(5a@qS4GH$FI12M8s_IuCQ#pjefAX(si77>fq)(CPtWb zr|u@ETduf+DlAo8RSP$guy}2kPr;fY7X~zLoxmZFGRoWHFW}ooC4OZy8u(qsp<(7$ zeVnv=L4%}b7v5E!D?J1AF#5VO@!UWR6y3V3>;AM0qKEkP>cdY$;ZeSxnSE~{V}Imq zBk@6CX~luL?&Hv`!c<*?M5)+RFMc!v~f|tIm zaMywYzb)oIv+C7%vunvtTZ%u|Qr7r@wigpt~3hU3-|WRo?JG z*`i;Kjju+)^9@Ry0xzW@pLoTL&q9|V>DriZ?MxOr^1S%cwHz^Uz5D6dqiPCt-p}Zv z_NQ_v(^}2wAKZ>)f?}S1RBwR$;hsGUkLHlO-O(=YTuFez_7L-S3Pe3o;$S`h2!v;d z4JHm%q2^p`16)M|SJyHuV!T+d;G zqX(Z+d$gUzO*DFn3>1WXM^S3a^IgK02dfVCFC4}BZ8E2LbuQtq%Ki7eKN#Sshp!JX z#cShW<3rwTd$wb)`=57syj}pxASwIRPH|B2=#e?;gMK)Zb-tq~*9~gjs>egRhQUi$ zra}Aa5g?tUe;rvq4gu-Rc6UQ9K`W*8cq(}{OtQykIoMNxccoKq`(9d{dR0#?v&#hp z)9_RePjb;jvqL<;b8e{6BpC_=|GSXB>vk_SD5c@{q6jVO+2;H#TxBQWbK zZ>_rh4vEuN@r3W`f`ptyw)1P&Li}m9XPd+1z}f2Stalb2I%a4bs{g1Sj8@4=Mkv2P zDh2DsYk9R`_^s%$zN{Qd{&Z6*_slrnI9$!r{BozPi%`N8)r*@rTRSksM%EPD?XDcI z*me>Rp(kgR#ME)+&CcZhseCbZJ!GfJvfANC*mYlT_43kWaV||Ot#8;=K1P|4Bf$ZOPDWslAGghC8#;i?TiEO zHlDkBQ61AJhTA>x^1*g5iY|!u?!%1kJQ4!&0hp-WSGYw>8DF-!q;H)oh=uO8Cf50q z;K2CdAo+D0u$dw2!kg$^h@JO{)m}Xfwd);?%&a3|gHJSvKIs(P%KdiCveFpTv{k~# z35L{>SpgN3FP^a0UH(J#jRs)#nLj>uhZd$2d0)qNFyrCkUFT+6H|q?*F@LQ! zOsR`#%d~j-3FdLQOB^T^*}x5KpLb5)lQ;q?QZuDn-FeZG!4ty+obNzU=sv~9{h!h1 zl6c0d96P8Et}8o8sfS)ZrF&Uv_z6d97@TBn+AJHj*dt9fn1LC?$oB+%w!k#+qD&$+ zov~=!*~P