From 04ca229ceaee0b3152038274838578aae0087057 Mon Sep 17 00:00:00 2001 From: Jrenaud-Desk Date: Tue, 13 Feb 2024 12:48:12 -0500 Subject: [PATCH 01/12] Testing --- pyproject.toml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 9d72547..09173e7 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,14 +1,14 @@ [project] name='CyRK' -version = '0.8.5' +version = '0.8.6dev2' description='Runge-Kutta ODE Integrator Implemented in Cython and Numba.' authors= [ {name = 'Joe P. Renaud', email = 'joe.p.renaud@gmail.com'} ] -requires-python = ">=3.8,<3.12" +requires-python = ">=3.8,<3.13" dependencies = [ 'numba >= 0.54.1', - 'numpy >= 1.22, <1.26', + 'numpy >= 1.22, <1.27', 'scipy >= 1.9.3' ] license = {file = "LICENSE.md"} From 7074cf4083756787ace1756e30021679c93b6e32 Mon Sep 17 00:00:00 2001 From: Jrenaud-Desk Date: Tue, 13 Feb 2024 12:56:40 -0500 Subject: [PATCH 02/12] VERS: Bumped gaction versions; added python 3.12 --- .github/workflows/build_wheels_main_pypi.yml | 23 ++++++++++---------- .github/workflows/build_wheels_test_pypi.yml | 14 ++++++------ .github/workflows/push_tests_mac.yml | 5 +++-- .github/workflows/push_tests_ubun.yml | 9 ++++---- .github/workflows/push_tests_win.yml | 5 +++-- 5 files changed, 30 insertions(+), 26 deletions(-) diff --git a/.github/workflows/build_wheels_main_pypi.yml b/.github/workflows/build_wheels_main_pypi.yml index f7fd489..6393353 100644 --- a/.github/workflows/build_wheels_main_pypi.yml +++ b/.github/workflows/build_wheels_main_pypi.yml @@ -11,14 +11,14 @@ jobs: name: Make SDist runs-on: ubuntu-latest steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@v4 with: submodules: true # Optional, use if you have submodules - name: Build SDist run: pipx run build --sdist - - uses: actions/upload-artifact@v3 + - uses: actions/upload-artifact@v4 with: path: dist/*.tar.gz @@ -34,12 +34,13 @@ jobs: - "3.9" - "3.10" - "3.11" + - "3.12" steps: - name: Checkout CyRK - uses: actions/checkout@v3 + uses: actions/checkout@v4 - name: Install Anaconda - uses: conda-incubator/setup-miniconda@v2 + uses: conda-incubator/setup-miniconda@v3 with: activate-environment: cyrk_test auto-update-conda: true @@ -73,7 +74,7 @@ jobs: export LDFLAGS="$LDFLAGS -Wl,-rpath,/usr/local/opt/libomp/lib -L/usr/local/opt/libomp/lib -lomp -L/usr/local/opt/llvm/lib" python -m build --wheel --outdir ./wheelhouse/ - - uses: actions/upload-artifact@v3 + - uses: actions/upload-artifact@v4 with: path: ./wheelhouse/*.whl @@ -89,14 +90,14 @@ jobs: - ubuntu-20.04 steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@v4 with: fetch-depth: 0 - name: Build wheels - uses: pypa/cibuildwheel@v2.14.1 + uses: pypa/cibuildwheel@v2.16.5 - - uses: actions/upload-artifact@v3 + - uses: actions/upload-artifact@v4 with: path: ./wheelhouse/*.whl @@ -105,7 +106,7 @@ jobs: needs: [make_sdist, build_macos_wheel, build_other_wheels] runs-on: ubuntu-22.04 steps: - - uses: actions/download-artifact@v3 + - uses: actions/download-artifact@v4 with: name: artifact path: dist @@ -118,12 +119,12 @@ jobs: runs-on: ubuntu-latest if: github.event_name == 'release' && github.event.action == 'published' steps: - - uses: actions/download-artifact@v3 + - uses: actions/download-artifact@v4 with: name: artifact path: dist - - uses: pypa/gh-action-pypi-publish@v1.8.8 + - uses: pypa/gh-action-pypi-publish@v1.8.11 with: user: __token__ password: ${{ secrets.PYPI_API_TOKEN }} diff --git a/.github/workflows/build_wheels_test_pypi.yml b/.github/workflows/build_wheels_test_pypi.yml index b205281..75f8d7d 100644 --- a/.github/workflows/build_wheels_test_pypi.yml +++ b/.github/workflows/build_wheels_test_pypi.yml @@ -8,14 +8,14 @@ jobs: name: Make SDist runs-on: ubuntu-latest steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@v4 with: submodules: true # Optional, use if you have submodules - name: Build SDist run: pipx run build --sdist - - uses: actions/upload-artifact@v3 + - uses: actions/upload-artifact@v4 with: path: dist/*.tar.gz @@ -31,14 +31,14 @@ jobs: - ubuntu-20.04 steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@v4 with: fetch-depth: 0 - name: Build wheels - uses: pypa/cibuildwheel@v2.11.4 + uses: pypa/cibuildwheel@v2.16.5 - - uses: actions/upload-artifact@v3 + - uses: actions/upload-artifact@v4 with: path: ./wheelhouse/*.whl @@ -47,7 +47,7 @@ jobs: needs: [make_sdist, build_wheels] runs-on: ubuntu-22.04 steps: - - uses: actions/download-artifact@v3 + - uses: actions/download-artifact@v4 with: name: artifact path: dist @@ -60,7 +60,7 @@ jobs: runs-on: ubuntu-latest # if: github.event_name == 'release' && github.event.action == 'published' steps: - - uses: actions/download-artifact@v3 + - uses: actions/download-artifact@v4 with: name: artifact path: dist diff --git a/.github/workflows/push_tests_mac.yml b/.github/workflows/push_tests_mac.yml index 776404e..f58a83f 100644 --- a/.github/workflows/push_tests_mac.yml +++ b/.github/workflows/push_tests_mac.yml @@ -21,9 +21,10 @@ jobs: - "3.9" - "3.10" - "3.11" + - "3.12" steps: - - uses: actions/checkout@v3 - - uses: conda-incubator/setup-miniconda@v2 + - uses: actions/checkout@v4 + - uses: conda-incubator/setup-miniconda@v3 with: activate-environment: cyrk_test auto-update-conda: true diff --git a/.github/workflows/push_tests_ubun.yml b/.github/workflows/push_tests_ubun.yml index 99c43c7..de36b88 100644 --- a/.github/workflows/push_tests_ubun.yml +++ b/.github/workflows/push_tests_ubun.yml @@ -13,10 +13,11 @@ jobs: - "3.9" - "3.10" - "3.11" + - "3.12" steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@v4 - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v4 + uses: actions/setup-python@v5 with: python-version: ${{ matrix.python-version }} - name: Install Dependencies @@ -34,9 +35,9 @@ jobs: name: Test Python 3.9 and Upload Coverage Report runs-on: ubuntu-latest steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@v4 - name: Set up Python 3.9 - uses: actions/setup-python@v4 + uses: actions/setup-python@v5 with: python-version: 3.9 - name: Install Dependencies diff --git a/.github/workflows/push_tests_win.yml b/.github/workflows/push_tests_win.yml index 82428ab..ae21dff 100644 --- a/.github/workflows/push_tests_win.yml +++ b/.github/workflows/push_tests_win.yml @@ -16,10 +16,11 @@ jobs: - "3.9" - "3.10" - "3.11" + - "3.12" steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@v4 - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v4 + uses: actions/setup-python@v5 with: python-version: ${{ matrix.python-version }} - name: Install Dependencies From 69b0772fb3f3eca5b692ad197b8fbc48b93bb9a3 Mon Sep 17 00:00:00 2001 From: Jrenaud-Desk Date: Tue, 13 Feb 2024 13:21:20 -0500 Subject: [PATCH 03/12] updated numpy vers --- pyproject.toml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 09173e7..32e118f 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [project] name='CyRK' -version = '0.8.6dev2' +version = '0.8.6dev3' description='Runge-Kutta ODE Integrator Implemented in Cython and Numba.' authors= [ {name = 'Joe P. Renaud', email = 'joe.p.renaud@gmail.com'} @@ -59,7 +59,7 @@ dev = [ [build-system] requires = [ 'setuptools>=64.0.0', - 'numpy >= 1.22, <1.26', + 'numpy >= 1.22, <1.27', 'cython>=3.0.0', 'wheel>=0.38' ] From 0c8f06c6b55ec14f35c047adb76abb9264d58302 Mon Sep 17 00:00:00 2001 From: Jrenaud-Desk Date: Tue, 13 Feb 2024 13:44:52 -0500 Subject: [PATCH 04/12] FIX: macos error --- .github/workflows/build_wheels_main_pypi.yml | 2 ++ .github/workflows/push_tests_mac.yml | 3 ++- 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/.github/workflows/build_wheels_main_pypi.yml b/.github/workflows/build_wheels_main_pypi.yml index 6393353..a7c52bf 100644 --- a/.github/workflows/build_wheels_main_pypi.yml +++ b/.github/workflows/build_wheels_main_pypi.yml @@ -25,6 +25,8 @@ jobs: build_macos_wheel: name: Build MacOS wheel for Python ${{ matrix.python }} runs-on: macos-latest + env: + KMP_DUPLICATE_LIB_OK: 'True' strategy: # Ensure that a wheel builder finishes even if another fails fail-fast: false diff --git a/.github/workflows/push_tests_mac.yml b/.github/workflows/push_tests_mac.yml index f58a83f..4eefc8c 100644 --- a/.github/workflows/push_tests_mac.yml +++ b/.github/workflows/push_tests_mac.yml @@ -8,10 +8,11 @@ on: [push, pull_request, workflow_dispatch] jobs: test-macos: + env: + KMP_DUPLICATE_LIB_OK: 'True' defaults: run: shell: bash -el {0} - name: Test CyRK on MacOS runs-on: macos-latest strategy: From 2a9bf17ece73e9e52189e85ec51078315934c62b Mon Sep 17 00:00:00 2001 From: Jrenaud-Desk Date: Tue, 13 Feb 2024 15:54:10 -0500 Subject: [PATCH 05/12] GACTIONS: Turned off fail fast for tests --- .github/workflows/push_tests_mac.yml | 1 + .github/workflows/push_tests_ubun.yml | 1 + .github/workflows/push_tests_win.yml | 1 + CHANGES.md | 5 +++++ pyproject.toml | 2 +- 5 files changed, 9 insertions(+), 1 deletion(-) diff --git a/.github/workflows/push_tests_mac.yml b/.github/workflows/push_tests_mac.yml index 4eefc8c..f8b1d75 100644 --- a/.github/workflows/push_tests_mac.yml +++ b/.github/workflows/push_tests_mac.yml @@ -16,6 +16,7 @@ jobs: name: Test CyRK on MacOS runs-on: macos-latest strategy: + fail-fast: false matrix: python-version: - "3.8" diff --git a/.github/workflows/push_tests_ubun.yml b/.github/workflows/push_tests_ubun.yml index de36b88..6761dbe 100644 --- a/.github/workflows/push_tests_ubun.yml +++ b/.github/workflows/push_tests_ubun.yml @@ -7,6 +7,7 @@ jobs: name: Test CyRK on Ubuntu runs-on: ubuntu-latest strategy: + fail-fast: false matrix: python-version: - "3.8" diff --git a/.github/workflows/push_tests_win.yml b/.github/workflows/push_tests_win.yml index ae21dff..372268f 100644 --- a/.github/workflows/push_tests_win.yml +++ b/.github/workflows/push_tests_win.yml @@ -10,6 +10,7 @@ jobs: name: Test CyRK on Windows runs-on: windows-latest strategy: + fail-fast: false matrix: python-version: - "3.8" diff --git a/CHANGES.md b/CHANGES.md index 726de9d..5bef33a 100644 --- a/CHANGES.md +++ b/CHANGES.md @@ -2,6 +2,11 @@ ## 2023 +#### v0.8.6 (2024-NNNN) + +Major Changes: +- Added support for Python 3.12. + #### v0.8.5 (2023-10-27) Other Changes: diff --git a/pyproject.toml b/pyproject.toml index 32e118f..78d99c9 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [project] name='CyRK' -version = '0.8.6dev3' +version = '0.8.6dev4' description='Runge-Kutta ODE Integrator Implemented in Cython and Numba.' authors= [ {name = 'Joe P. Renaud', email = 'joe.p.renaud@gmail.com'} From bc858a23c8a77e25582c9cedb490f9b8a9c713ea Mon Sep 17 00:00:00 2001 From: Jrenaud-Desk Date: Tue, 13 Feb 2024 16:04:39 -0500 Subject: [PATCH 06/12] BUG: Fixed openmp issues on macos --- .github/workflows/push_tests_mac.yml | 17 +++++++---------- pyproject.toml | 2 +- 2 files changed, 8 insertions(+), 11 deletions(-) diff --git a/.github/workflows/push_tests_mac.yml b/.github/workflows/push_tests_mac.yml index f8b1d75..55ee9ec 100644 --- a/.github/workflows/push_tests_mac.yml +++ b/.github/workflows/push_tests_mac.yml @@ -35,24 +35,21 @@ jobs: - name: Conda info shell: bash -el {0} run: conda info - - name: install libomp + - name: install "real" gcc shell: bash -el {0} run: | - brew reinstall llvm libomp + brew install gcc - name: Install Dependencies shell: bash -el {0} run: | - conda install numpy scipy cython llvm-openmp pytest + conda install pytest matplotlib numba numpy scipy cython + python -m pip install burnman - name: Install package shell: bash -el {0} run: | - export CC=/usr/bin/clang - export CXX=/usr/bin/clang++ - export PATH="/usr/local/opt/llvm/bin:$PATH" - export CPPFLAGS="$CPPFLAGS -Xpreprocessor -fopenmp -I/usr/local/opt/llvm/include" - export CFLAGS="$CFLAGS -I/usr/local/opt/libomp/include" - export CXXFLAGS="$CXXFLAGS -I/usr/local/opt/libomp/include" - export LDFLAGS="$LDFLAGS -Wl,-rpath,/usr/local/opt/libomp/lib -L/usr/local/opt/libomp/lib -lomp -L/usr/local/opt/llvm/lib" + export CC='gcc-13' + export CPPFLAGS="$CPPFLAGS -Xpreprocessor -fopenmp" + export CXXFLAGS="$CXXFLAGS" python -m pip install . -v - name: Run pytest shell: bash -el {0} diff --git a/pyproject.toml b/pyproject.toml index 78d99c9..10f46c5 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [project] name='CyRK' -version = '0.8.6dev4' +version = '0.8.6dev5' description='Runge-Kutta ODE Integrator Implemented in Cython and Numba.' authors= [ {name = 'Joe P. Renaud', email = 'joe.p.renaud@gmail.com'} From 8d74076d60adf33248ff675ab4c1bb83393080be Mon Sep 17 00:00:00 2001 From: Jrenaud-Desk Date: Tue, 13 Feb 2024 16:20:07 -0500 Subject: [PATCH 07/12] VERS: Bumped version and gactions --- .github/workflows/build_wheels_main_pypi.yml | 22 +++++--------------- .github/workflows/push_tests_mac.yml | 18 +++++++--------- CHANGES.md | 6 +++++- pyproject.toml | 2 +- 4 files changed, 18 insertions(+), 30 deletions(-) diff --git a/.github/workflows/build_wheels_main_pypi.yml b/.github/workflows/build_wheels_main_pypi.yml index a7c52bf..fc92e71 100644 --- a/.github/workflows/build_wheels_main_pypi.yml +++ b/.github/workflows/build_wheels_main_pypi.yml @@ -25,8 +25,6 @@ jobs: build_macos_wheel: name: Build MacOS wheel for Python ${{ matrix.python }} runs-on: macos-latest - env: - KMP_DUPLICATE_LIB_OK: 'True' strategy: # Ensure that a wheel builder finishes even if another fails fail-fast: false @@ -53,27 +51,17 @@ jobs: shell: bash -el {0} run: conda info - - name: Install llvm and libomp + - name: install gcc-13 # openMP does not play nice with clang on MacOS; also some versions of macos use older gcc so there is a need to install latest. shell: bash -el {0} run: | - brew reinstall llvm libomp - - - name: Install Dependencies - shell: bash -el {0} - run: | - conda install numpy scipy cython llvm-openmp pytest - python -m pip install --upgrade build + brew install gcc@13 - name: Install package shell: bash -el {0} run: | - export CC=/usr/bin/clang - export CXX=/usr/bin/clang++ - export PATH="/usr/local/opt/llvm/bin:$PATH" - export CPPFLAGS="$CPPFLAGS -Xpreprocessor -fopenmp -I/usr/local/opt/llvm/include" - export CFLAGS="$CFLAGS -I/usr/local/opt/libomp/include" - export CXXFLAGS="$CXXFLAGS -I/usr/local/opt/libomp/include" - export LDFLAGS="$LDFLAGS -Wl,-rpath,/usr/local/opt/libomp/lib -L/usr/local/opt/libomp/lib -lomp -L/usr/local/opt/llvm/lib" + export CC='gcc-13' + export CPPFLAGS="$CPPFLAGS -Xpreprocessor -fopenmp" + python -m pip install -v . python -m build --wheel --outdir ./wheelhouse/ - uses: actions/upload-artifact@v4 diff --git a/.github/workflows/push_tests_mac.yml b/.github/workflows/push_tests_mac.yml index 55ee9ec..53ba0ba 100644 --- a/.github/workflows/push_tests_mac.yml +++ b/.github/workflows/push_tests_mac.yml @@ -8,8 +8,6 @@ on: [push, pull_request, workflow_dispatch] jobs: test-macos: - env: - KMP_DUPLICATE_LIB_OK: 'True' defaults: run: shell: bash -el {0} @@ -32,25 +30,23 @@ jobs: auto-update-conda: true python-version: ${{ matrix.python-version }} auto-activate-base: false + - name: Conda info shell: bash -el {0} run: conda info - - name: install "real" gcc + + - name: install gcc-13 # openMP does not play nice with clang on MacOS; also some versions of macos use older gcc so there is a need to install latest. shell: bash -el {0} run: | - brew install gcc - - name: Install Dependencies - shell: bash -el {0} - run: | - conda install pytest matplotlib numba numpy scipy cython - python -m pip install burnman + brew install gcc@13 + - name: Install package shell: bash -el {0} run: | export CC='gcc-13' export CPPFLAGS="$CPPFLAGS -Xpreprocessor -fopenmp" - export CXXFLAGS="$CXXFLAGS" - python -m pip install . -v + python -m pip install -v . + - name: Run pytest shell: bash -el {0} run: pytest --capture=sys -v Tests/ diff --git a/CHANGES.md b/CHANGES.md index 5bef33a..ca303b3 100644 --- a/CHANGES.md +++ b/CHANGES.md @@ -2,11 +2,15 @@ ## 2023 -#### v0.8.6 (2024-NNNN) +#### v0.8.6 (2024-02-13) Major Changes: - Added support for Python 3.12. +Bug Fixes: +- Fixed issue where CyRK was not installing on MacOS due to issue with LLVM and OpenMP. + - Have opted to go to gcc for macOS install due to issues with OpenMP and clang. + #### v0.8.5 (2023-10-27) Other Changes: diff --git a/pyproject.toml b/pyproject.toml index 10f46c5..5077c00 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [project] name='CyRK' -version = '0.8.6dev5' +version = '0.8.6' description='Runge-Kutta ODE Integrator Implemented in Cython and Numba.' authors= [ {name = 'Joe P. Renaud', email = 'joe.p.renaud@gmail.com'} From 7ed123f22a034d6651fcf7f9a92f3a38b98d4526 Mon Sep 17 00:00:00 2001 From: Jrenaud-Desk Date: Tue, 13 Feb 2024 16:33:07 -0500 Subject: [PATCH 08/12] FIX: Missing pytest dependence --- .github/workflows/push_tests_mac.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/push_tests_mac.yml b/.github/workflows/push_tests_mac.yml index 53ba0ba..6836848 100644 --- a/.github/workflows/push_tests_mac.yml +++ b/.github/workflows/push_tests_mac.yml @@ -46,6 +46,7 @@ jobs: export CC='gcc-13' export CPPFLAGS="$CPPFLAGS -Xpreprocessor -fopenmp" python -m pip install -v . + python -m pip install pytest - name: Run pytest shell: bash -el {0} From cf8b2a283dec88c0d78170ba3434ebd496d884c3 Mon Sep 17 00:00:00 2001 From: Jrenaud-Desk Date: Tue, 13 Feb 2024 16:46:23 -0500 Subject: [PATCH 09/12] GACTIONS: Reverting back to conda install --- .github/workflows/build_wheels_main_pypi.yml | 1 + .github/workflows/push_tests_mac.yml | 2 +- _build_cyrk.py | 6 +++--- setup.py | 6 +++--- 4 files changed, 8 insertions(+), 7 deletions(-) diff --git a/.github/workflows/build_wheels_main_pypi.yml b/.github/workflows/build_wheels_main_pypi.yml index fc92e71..5832d19 100644 --- a/.github/workflows/build_wheels_main_pypi.yml +++ b/.github/workflows/build_wheels_main_pypi.yml @@ -59,6 +59,7 @@ jobs: - name: Install package shell: bash -el {0} run: | + conda install pytest matplotlib numba numpy scipy cython export CC='gcc-13' export CPPFLAGS="$CPPFLAGS -Xpreprocessor -fopenmp" python -m pip install -v . diff --git a/.github/workflows/push_tests_mac.yml b/.github/workflows/push_tests_mac.yml index 6836848..6154692 100644 --- a/.github/workflows/push_tests_mac.yml +++ b/.github/workflows/push_tests_mac.yml @@ -43,10 +43,10 @@ jobs: - name: Install package shell: bash -el {0} run: | + conda install pytest matplotlib numba numpy scipy cython export CC='gcc-13' export CPPFLAGS="$CPPFLAGS -Xpreprocessor -fopenmp" python -m pip install -v . - python -m pip install pytest - name: Run pytest shell: bash -el {0} diff --git a/_build_cyrk.py b/_build_cyrk.py index 8413363..c070177 100644 --- a/_build_cyrk.py +++ b/_build_cyrk.py @@ -19,11 +19,11 @@ extra_link_args = [] elif install_platform.lower() == 'darwin': # OpenMP is installed via llvm. See https://stackoverflow.com/questions/60005176/how-to-deal-with-clang-error-unsupported-option-fopenmp-on-travis - extra_compile_args = [] + extra_compile_args = ['-O3'] extra_link_args = [] else: - extra_compile_args = ['-fopenmp'] - extra_link_args = ['-fopenmp'] + extra_compile_args = ['-fopenmp -O3'] + extra_link_args = ['-fopenmp -O3'] macro_list = [("NPY_NO_DEPRECATED_API", "NPY_1_7_API_VERSION")] # Load TidalPy's cython extensions diff --git a/setup.py b/setup.py index 77d453c..f4266cd 100644 --- a/setup.py +++ b/setup.py @@ -13,11 +13,11 @@ extra_link_args = [] elif install_platform.lower() == 'darwin': # OpenMP is installed via llvm. See https://stackoverflow.com/questions/60005176/how-to-deal-with-clang-error-unsupported-option-fopenmp-on-travis - extra_compile_args = [] + extra_compile_args = ['-O3'] extra_link_args = [] else: - extra_compile_args = ['-fopenmp'] - extra_link_args = ['-fopenmp'] + extra_compile_args = ['-fopenmp -O3'] + extra_link_args = ['-fopenmp -O3'] macro_list = [("NPY_NO_DEPRECATED_API", "NPY_1_7_API_VERSION")] # Load TidalPy's cython extensions From 5ba794cb4c29593491798d67ebe7fd002d6a7e47 Mon Sep 17 00:00:00 2001 From: Jrenaud-Desk Date: Tue, 13 Feb 2024 16:50:56 -0500 Subject: [PATCH 10/12] TYPO: in ubuntu install --- _build_cyrk.py | 4 ++-- setup.py | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/_build_cyrk.py b/_build_cyrk.py index c070177..bc4e5c4 100644 --- a/_build_cyrk.py +++ b/_build_cyrk.py @@ -22,8 +22,8 @@ extra_compile_args = ['-O3'] extra_link_args = [] else: - extra_compile_args = ['-fopenmp -O3'] - extra_link_args = ['-fopenmp -O3'] + extra_compile_args = ['-fopenmp', '-O3'] + extra_link_args = ['-fopenmp', '-O3'] macro_list = [("NPY_NO_DEPRECATED_API", "NPY_1_7_API_VERSION")] # Load TidalPy's cython extensions diff --git a/setup.py b/setup.py index f4266cd..f83b66e 100644 --- a/setup.py +++ b/setup.py @@ -16,8 +16,8 @@ extra_compile_args = ['-O3'] extra_link_args = [] else: - extra_compile_args = ['-fopenmp -O3'] - extra_link_args = ['-fopenmp -O3'] + extra_compile_args = ['-fopenmp', '-O3'] + extra_link_args = ['-fopenmp', '-O3'] macro_list = [("NPY_NO_DEPRECATED_API", "NPY_1_7_API_VERSION")] # Load TidalPy's cython extensions From 103222ce103875d0159f90a8bbea04bb5d3dd43d Mon Sep 17 00:00:00 2001 From: Jrenaud-Desk Date: Tue, 13 Feb 2024 16:59:33 -0500 Subject: [PATCH 11/12] Removed old files --- Benchmarks/CyRK_CySolver.pdf | Bin 13873 -> 0 bytes Benchmarks/CyRK_cyrk_ode.pdf | Bin 13873 -> 0 bytes Benchmarks/CyRK_numba.pdf | Bin 13873 -> 0 bytes Benchmarks/SciPy.pdf | Bin 13874 -> 0 bytes 4 files changed, 0 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Date: Tue, 13 Feb 2024 18:04:38 -0500 Subject: [PATCH 12/12] Updated performance suite --- Benchmarks/CyRK - SciPy Comparison.ipynb | 75 ++++++++---------- Benchmarks/CyRK_CySolver.pdf | Bin 0 -> 13873 bytes .../CyRK_SciPy_Compare_predprey_v0-8-6.png | Bin 0 -> 42711 bytes Benchmarks/CyRK_cyrk_ode.pdf | Bin 0 -> 13873 bytes Benchmarks/CyRK_numba.pdf | Bin 0 -> 13873 bytes Benchmarks/SciPy.pdf | Bin 0 -> 13874 bytes Performance/cyrk_performance-DOP853.csv | 1 + Performance/cyrk_performance-RK23.csv | 1 + Performance/cyrk_performance-RK45.csv | 1 + README.md | 6 +- 10 files changed, 40 insertions(+), 44 deletions(-) create mode 100644 Benchmarks/CyRK_CySolver.pdf create mode 100644 Benchmarks/CyRK_SciPy_Compare_predprey_v0-8-6.png create mode 100644 Benchmarks/CyRK_cyrk_ode.pdf create mode 100644 Benchmarks/CyRK_numba.pdf create mode 100644 Benchmarks/SciPy.pdf diff --git a/Benchmarks/CyRK - SciPy Comparison.ipynb b/Benchmarks/CyRK - SciPy Comparison.ipynb index cd4b69f..05b0c11 100644 --- a/Benchmarks/CyRK - SciPy Comparison.ipynb +++ b/Benchmarks/CyRK - SciPy Comparison.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 1, "id": "971e366b", "metadata": {}, "outputs": [ @@ -18,7 +18,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "0.8.6.dev7\n" + "0.8.6\n" ] } ], @@ -141,15 +141,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "2024-01-21 01:02:25(+00:00:04::563594) - INFO : TidalPy initializing...\n", - "2024-01-21 01:02:25(+00:00:04::563594) - INFO : Output directory: N:\\Joe Documents\\Research\\Software\\CyRK\\Benchmarks\\TidalPy-Run_20240121-0102\n", - "2024-01-21 01:02:25(+00:00:04::564595) - INFO : TidalPy initialization complete.\n", "SciPy Solution\n" ] }, { "data": { - "image/png": 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", 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", 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", 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", 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", 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EwzN16lS2bt1KV1cXP/rRjzjnnHN49dVXaWlpoauri44O55K/9vZ2WlpaAGhpaaG9vX2Pv9t/K8WVV15JZ2dn/9Ha2hrwr0oCttGSDl7C0gMp1qFBfjt56eCdyHS4oVJbyZsexaa0IA0PEE2Ew7Ny5UqOOeYYZsyYwQ9/+EPuuOMODjvssFC/8/rrr2fo0KH9x/jx40P9vniQvARDMS1A9Bg4ahU9DLYWdZgVfnlBHB6DtBUnxZKWIQ0OT+xJywA9PT39GdzPP/88xx13HF/+8pf5xS9+QWNjI8OGDXNEecaMGUNbWxsAbW1tHH/88Y77jRkzpv9vpeju7qa7uzvon5IwykV4ZASvyavREiPupJgeO9BG3H5CeJybvUVNuYhX3myHtBUnxaa0wDg8iYijFCWRJautraWxsZGlS5fS3d3NnDlz+v82efJkJk6cyKJFiwBYtGgRRx55JKNGjeq/5rTTTqOjo4NXXnkl8rIni2JRjbzOO1cyWnkz4uIAOimlRx7bSx3mOWsS4Yk7OmzvTJycrVZKTWnZDlA45ayv1/GZanZqjj3Cc9111/HII4/w5ptv0tzczMc//nFmz57N+9//fjo7O7ntttu48cYb2bRpE52dndxyyy0888wzLFmyBIDHHnuMV155hbvuuovLLruMlpYWrr32WubPn5+DCE4lyoWlG9GbaeVFI+nQnEgippNyDvFw8qVHY8FrWfBQPFIOUTk8W7dq3UePHs0bb7wR6ne5I54prSlTpgCwYcMG3/eI3eEZPXo0d955J2PHjqWjo4MXX3yR97///f0rs7761a/S19fH/fffT2NjIwsWLOCSSy7p/3xfXx9nnXUWP/zhD1m0aBHbt2/njjvu4Jvf/GZcPylBFOvktxa8Hgr4rzzpQsLSTkQPJxIBNBQm+EuEJ+66sWXLFlasWMF5553Hpk2b6OrqqvyhUBmPHgSA2YEaYAwwDB35GUJQ1NfXM2XKFM477zyefPJJduzwP7Ucu8Pz6U9/uuzfu7q6uPTSS7n00ktLXvPmm29y5plnBl20lFMqLN2HfgDeEMThgfwacVml5USm+Ax2W+nGOYq3tahH6zVQq6xSakormoiXUopbb72V//zP/+Sqq64K9bvcMRK9E/smnAPofdB2YwthPEz1ySefdDxp3Q+xOzxCWJTaDh204RpCvjo16dCciAPoRPQwlNJiO9oBqkXrkReHJ94pLYB33nmHSy65hJaWlgTk8swDjgf+HfhlwftfAz4N3AZ8N7BvU0qxYcOGqiI7NuLwZJZSG+1BPufipUNzIno4ET0MpQYH4Mxpai/y9yySjLrR29vL22+/Hcl3lacerUkbsKbg/Xbr/foB7yeHRK7SEoLANlpd7JlNL0bcYGsxGDMFmAckiduJ6GEo1cFDPqc8ZQ8vJ/FHvPwiDk9mcWO0klsxg6eUHtsKXufRiKfPaIWD6GEoZzvy6ACmt4MPh/Q6gOLwZJZKYWnIVwdfSo/dmKeCJ7ehBk96jVY4VOrUpK1o8lg/KjnD9ThTCLJOegcH4vBkFhmlOZGIlxPp4A2F+86IAyhtZSClBgd2EjfkS4/0RrzE4cksMkpzIno4Se8oLXjKJfjnWQ9xeDSlOniFmRLPkx6VosPJHSyJw5NZxGg5kURMJ5WSdPciP0ncdt3oA3oG/C2P0VAZHDgRW+pEIjxC4pAO3okYcSeVHi0B+akfUjeciO1wUiqiAVI/Ckn+4EAcnsxSyguHfDfSYtuyJ7+hBk8po9WLeSp4XvSQEbwT0cOJ2FInlaa0BuHMi0sO4vBkFrvCSQevsfUQo6WRTs0gWjgp18Hn0XZI/TCUemQROLf4SKYe4vBklnIOT94aKYgeA5FpC4No4UQGB06kfhgKIzcDbaki6fVDHJ7MYj/FVjp4jTg8Tmw9uov8LW96uNFib/LzJB5pK06krRjKOTyQdD3E4cksboxWXkYlIEZ8IOUc4rxNW7jRAvLTXqStOJG2YrDrxm7rGEiy9RCHJ7NIDo+TcnrYc8956dAGFbwuVz/yoke5utGLmcrIix52/SgW0chbWwF3tjQvepTTAoweQyIoi3fE4cksbhppMitlOJQLS+fVaIEYcXBvxEWP/GkBokch5ewoJF0PcXgyi5tGWofOTcgDbsLSeXEACx0ecQDF4RmIDJaciMNjKGdHIel6iMOTWcp54jsKXiezYgaPGC2DrUUPemXFQPI2bVFp1JpXPcTh0ZSrH1I3nCTblorDk1nKVUxF/gyXODwGt6M0qRuavOpRLvpXCzRFU5zYkeiwQRweIZGkO/QYPOLwGNJttIJH2oqTcnrsxKzOyYseYjsM6Y6GisOTWaRTcyKrtAxSN5yIHk4q6ZGn9lKD2VlYHJ60R4fF4cksYsSduAnTDyYfm8tJ3XCS7pUnwSP1wyArGp2ku26Iw5NZ0l0xg8ft5nLJHJkES7l9ViB/dUPaihPJaTLIikYn6W4r4vBklnRXzOCRzeUMUjecyBSOE3GIDYWbdJZbpTVowLVZJd22QxyezJLu5LJgqcdU9XQ21GCRDt5JuvMSgifdnVqwuNUC8lE/0u0Mi8OTWcSIGyrNw0PSG2qwyJSFE+ngnYgehkpa7EavXAPRA5I+WBKHJ7OI0TK4cXiS3VCDxW2Sbt4cnnSOWoNHbIehkhYgehSSbNshDk9mEaNlKHzCb1+Ja/Kkh9voX142l5O24kSmww2VtIB81Y90txVxeDJLuitmsFTq4CFfelSqGzvI1+Zy0lacyHS4QWyHEy/R0Jrwi+MRcXgyixhxg5ewdB6MuBs98jiKl+lOjdgOg7QVJ26dYUhidFgcnswiYWmDzMM7ESPuxO3Kkzw4wyAOTyFiO5xU0mMXepsPSKIe4vBkFjFaBjFaTrzkJeShk5e2YijcS0b0kOjwQNI9WBKHJ7PIPLzBTQef3EYaPJKX4MStw9OIea5SVqm00R5I3RhIHvVI52BJHJ7MIqNWgxgtJ6KHEy+by2VdD9nCwYms0nKS7sGSODyZpBbzEExxeNLeSINHHB4nsrmcwdaiB1AlrknuCD54xHY4SbftEIcnk3jZWTgPRkvm4Z2k22gFT6WkZchPVEPqhpN056wET7rrhzg8mcSLw5OHzeXS3UiDR8L0TsQhNkjdcCK2w0m69RCHJ5MUOjy9Ja7Zgdl1OHkVM1jS3UiDx02Y3h61Zr2DB6kfhXidwkne5nLBIs6wk3RHQ8XhySR2pdxV4bq8dGqySsuJdPBORA+DFy0gP9FhiXhp0u0AisOTSdyM0iA/DVUSD51IB+9E9DC40WIX+Xn0iNgOJ+luK+LwZBI3YUdIcsUMFjFaTtzUD9HDSV708Go7kjeKD5Z0d/DBk+6IV+wOzxVXXMGzzz5LZ2cn7e3tPPDAA0yePNlxzR//+EeUUo7jhz/8oeOaCRMm8NBDD7F9+3ba29u54YYbqKuri/KnJAhxeJx46dDytLmcGHGow5hBWYkj0eGBeMl3y7oWkHbbUV/5knCZNWsW8+fP5y9/+Qv19fVcd911PPbYYxx++OHs2LGj/7of//jHfPOb3+z/d+Hfamtrefjhh2lra+M973kPY8eO5c4776Snp4dvfOMbkf6eZCAOjxMvDg/oUevm8IoTOxLRMLjZWRjyE9EQ2+FE2oqTdOsRu8NzxhlnOP598cUX88477zB9+nT+9Kc/9b+/Y8cO2tvbi97jfe97H4cffjinnnoq69evZ9myZfz7v/873/nOd/iP//gPenp69vjMoEGDaGw0q5mam5P3n+MfN2FHyM/IxE0jtTeX2wutR94dnrwktHt1eKStaEQPg61Fg3V9Je3SjKzSCpRhw4YBsGnTJsf7F154Ie+88w7Lly/nuuuuY6+99ur/28yZM1m+fDnr16/vf2/BggUMGzaMI444ouj3XHnllXR2dvYfra2tIfyauBCj5cStHsltqMGS7lFasBQ6PHsOjAx500Nsh8ZLBw+iByS5bsQe4SmkpqaGm2++maeffpqXX365//3//d//Zc2aNaxdu5ajjjqK73znOxx66KGce+65ALS0tOwR/bH/3dLSUvS7rr/+em688cb+fzc3N2fI6ZHEQyde9BhFEhtqsKTbaAWLdPBOJDrsxG10eAewN1qPjWEXKka82I7k9SuJcnjmz5/P1KlTOeGEExzv33rrrf2vX3rpJdatW8cf/vAHDjzwQN544w1f39Xd3U13d1ZDj2LEnYgeTrw6PDWUfq5S2pG64UQGS0686GE7PFkm3YOlxExp3XLLLZx11lmcfPLJFSMtS5YsAeDggw8GoK2tjTFjxjiusf/d1tYWQmmTjhhxJ6KHE69J3FneXE6mO51IW3Ei9cOJODxVc8stt3DOOedwyimnsHr16orXH3PMMQCsW7cOgEWLFnHkkUcyatSo/mtOO+00Ojo6eOWVV8IocsIRo+VERq1O3Oixk3xsLidtxYno4UT0cOJ1SitZjx6JfUpr/vz5fPzjH2fu3Lls3bq1PzLT0dHBrl27OPDAA/n4xz/O7373OzZu3MhRRx3FTTfdxMKFC1m+fDkAjz32GK+88gp33XUXl112GS0tLVx77bXMnz8/w9NW5ZBG6kT0cOJFj+Fk2wEUZ9iJtBUnUj8MhfuTudmXCLQeW0tdGDmxR3guueQShg8fzsKFC2lra+s/zj//fEDn2px66qk89thjrFixgu9973vcf//9nH322f336Ovr46yzzmL37t0sWrSIu+++mzvvvNOxb0++kDCsE9HDiSSmGqSDdyJ6OBE9DG63cNiFeWh1svSIPcJTU1M+5PX2228ze/bsivd58803OfPMMwMqVdrxultqlkclIEZrIKKHQbRwIoMDJ1I/DG4dHtB6jCBpfUvsER4hDKSROhE9nIgeBq9aDMJp+LOG1A0noofB1mI30Ffh2mTqIQ5PJpFG6sTtFE4e9Cichxc9vEc0QPQAiQ4PRNqKk2TqIQ5PJpFG6kT0MHgNS0M+9Kikhf3oEciHHvLwUI1M8RnE4RESiZ8OPlnLB4NFRq0GPw5PHvTwYsRFj6R2aMEjtsPgpa0k0wEUhyeT+AnTy+ZySW2kwWJr0YfZZ6cUedIjvaPWYBGHx4noYUh/WxGHJ5O4rZg7kM3lCklmIw2W9ButYBE9nHgdHCRvc7lgEdthSH80VByeTOIn9JisihksYrQM0sE7ET2ceG0rILYDpG4MJJl6iMOTSdJfMYNFjJbBbVIq5EuP9OYlBItbPQo3lxOHR9rKQJKphzg8mST9FTNYxGgZpG44ET2ciB6GWszevJL/l4W6IQ5PJkl/xQwWP5vLNZS7MMWkfx4+WNzu0QT50ENsh8HPnlVSNzTJdADF4ckkYrScyOZyBqkbTmSKz4nUD4PsWeUk/XVDHJ5Mkn5PPFhkczmD1A0n6TfiwSL1w1Do8PRUuNauGw2YqGHWSH90WByeTCJheoOXeXjIfqcmHbwT0cOJ6GGwtegBVIVrJTrsJJl1QxyeTJL+ihkcXubhIft6SN1wIhENJ+kfxQeHFy36gO3W66zWDz8D6WRpIQ5PJpFOzeBlHh7yo4fXDi2rm8tJW3Eiehi8aAHZd4jTXzfE4ckk6a+YweFlHh7yo4eXugHZffSIRDSciO0weHV4sl4/0l83xOHJJOmvmMFha9GLDjtXIus7T3upG4Wby2W9fkhb0YgeBi9TOJB9PfxM/zaRJDcjOSURAkTyEgx+R2mih0bqhyHrdQPEdhQitsNJ+qPD4vBkEjHiBjFaTkQPJ9JWnIgeBmkrTrzo0YVJIUiOHuLwZBLJSzB42VgOxGgNRPQwZD2iATDYOovtkLYykPTrIQ5PJpHdYw3pb6TBIno48TM4yOrmcvUFryXCI9O/A0m/7RCHJ5NIWNqQ/kYaLLLyxImfCA9kUw/ZwsGJ2A4n6ddDHJ5MIg6Pwe8oLYsdGmTBaAWLFz12Azus11nUQxweJzI4cOI1PSB5ES9xeDKJbC5nkKWlTkQPJ+IAGgodnt6SVxmS16EFi9QNJ+l3AMXhyRx1mP9WCdOL0RqI5CU4kfphkAR/J1I3nKRfD3F4MofXsPROdKgeklQxgyP9jTRYRA8n4gAa/NaNZG0uFxzSVpykX48s1tKc49XhgSSGHoMj/Y00WEQPJ6KHwa8WkKTN5YJDnGEn6W8r4vBkDq/z8JDEihkc6W+kwZL+efhgET0MXqe0krm5XHCI7XCSfj3E4ckcXo0WJLFiBoeM0pyk32gFi+hh8KoFiB6FZNkZhizYUnF4MocYLSd+jVYDzmhZVpAO3onoYfBjO5LXqQWH1A0n6ddDHJ7MIQ6PE7+jEhA9INt1A0SPQsR2OJFVa07SH/EShydzyCjNiVc98rK5XHo3DwuOGnQkD9Icpg+Oahye5HRqweG3g6/HPJMsS6R/cCAOT+YQo+VERq1O0m+0gqOh4LXoIW1lIF712F7wWvRIYt0QhydzeN1JF5JYMYNDjLiT9Ielg0O2cHAibcWJVz36ME6P6JHEuiEOT+YQo+VEpvicVOPwZO3RI9U4PFI3NKKHE3GIDcmzo+LwZA4xWk7EaDmpZnO5rOlha9GLHp27QdqKE9HDiehhSJ4W4vBkDmmkTkQPJ171yPLmclI3nEg01InUDyd+HZ69SYqrkYxSCAEiRsuJGC0nUj8MooUTiYY6EdvhJP3RYXF4Moc0UieihxPRwyBaOBE9nIhD7MSrHt0F1yZDD3F4MoeM0pyIEXci9cMgWjiRtuJE9DDUWQekWY/YHZ4rrriCZ599ls7OTtrb23nggQeYPHmy45rGxkbmzZvHhg0b2Lp1K/fddx+jR492XDNhwgQeeughtm/fTnt7OzfccAN1dXXkD3mWlhMZpTmpxogPDbgscVONFg1kb3M5qRtO/OjRaZ2zZjv8rGiEpPUtsTs8s2bNYv78+bz73e/mtNNOo6Ghgccee4y99967/5qbbrqJs88+m49+9KPMmjWLcePG8atf/ar/77W1tTz88MMMGjSI97znPVx00UVcfPHFfOtb34rjJ8WMGC0nfvTosM6ih8Y24lnTo5q2AqIHZLdugOhRiF+Hx9ZjWIBlqQ6VpGPkyJFKKaVOPPFEBaihQ4eqrq4ude655/Zfc+ihhyqllJoxY4YC1Omnn656e3vV6NGj+6/57Gc/q7Zs2aIaGhpcfW9zc7NSSqnm5ubYNaju+IoCpeAuD5+ZaH1mRwLKH/TxO+u3fcLDZz5jfeY3CSh/0Eev9dvGePjM/1mf+UICyh/kcYr1u5Z5/FyH9blDEvAbgjz+y/pd3/XwmeOtz6xKQPmDPp63fttpHj5zlfWZ/0lA+YM8Rlm/S3n83FPWZ86t8vvLH27779gjPAMZNmwYAJs2bQJg+vTpDBo0iCeeeKL/mpUrV7JmzRpmzpwJwMyZM1m+fDnr16/vv2bBggUMGzaMI444ouj3DBo0iObmZseRDaqJaOyFc7v9LFCNHsMCLkvc1OJvHj6revipGyB6FJJVLUD0KKTatpKMiFeiHJ6amhpuvvlmnn76aV5++WUAWlpa6OrqoqOjw3Fte3s7LS0t/de0t7fv8Xf7b8W48sor6ezs7D9aW1uD/jkxUU0YFrLXUP08aiPrRgtkig/E4RlINW0la3UDqrOlWasb2WgriXJ45s+fz9SpU7ngggtC/67rr7+eoUOH9h/jx48P/TujwU/F7MPkJiSjYgaH5PAYqnV4pG5osl4//NSNOqAp2OLEjkR4DOLwBMott9zCWWedxcknn+yItrS1tdHY2Ng/1WUzZswY2tra+q8ZM2bMHn+3/1aM7u5utm7d6jiygd+KKSMTQ7IaaXAUOjw9Ja/ak6zrkW4jHhx+9NiJfjQHiB4gdWMgyepXEuHw3HLLLZxzzjmccsoprF692vG3pUuX0t3dzZw5c/rfmzx5MhMnTmTRokUALFq0iCOPPJJRo0b1X3PaaafR0dHBK6+8EslvSA5ixJ2I0TL4mbKApBmt4JC24kT0cCLRYUM26kZ93AWYP38+H//4x5k7dy5bt27tj8x0dHSwa9cuOjs7ue2227jxxhvZtGkTnZ2d3HLLLTzzzDMsWbIEgMcee4xXXnmFu+66i8suu4yWlhauvfZa5s+fT3e31/+gtJONihkc1RitevRzYHYEWqL4kLrhRPRwUo0e+yJ6QPbrhpf93SBpDmDsDs8ll1wCwMKFCx3vX3zxxdxxxx0AfPWrX6Wvr4/777+fxsZGFixY0P85gL6+Ps466yx++MMfsmjRIrZv384dd9zBN7/5zeh+SGKQvAQnfvTYDuxG5yUMQxyerBpxiXg5EdvhpNqNB2vR+ZFZIBu2I3aHp6ampuI1XV1dXHrppVx66aUlr3nzzTc588wzgyxaSslGxQyOauaeR6D1WBdoieJDOjQnoocTsR1Oqlm1Brp+bAmsNPGSjbqRiBweIUjsRuolKRWSVjGDQzo1QzaMVnCIHk5ED0NhLMCLHt3ALut1lvSQpGUhkVQ715qMihkcYsQN1RqtZqByRDY9SN1wko1OLRj8buEAMlgqJFltRRyezGFHeMTh0YgehmqNVi1JeQhgMGTDiAeH6GFoLHgt0XJTN9KthTg8mUOMlqEG86gMcXj8O39dBZ8RPbJZN0D0KMS2o32YfYbcksWIV7V1IxmPLRKHJ3P4rZhZbKTVhKWzrIefrRokTG/IYt0AyXcrxK8dhWw6gNX2K5CE+iEOT+aQUZqhMCyd7v0jgkGMuJNq20qW6gaI7ShE2ooTv85wH7DNeh2/HuLwZA4ZpRmCSDyMv5EGRzVGPItRjWrbShMJ2NkjQCQ6bJBoqJNsOIDi8GQOGaUZCpfoK4+fzaIeQRjxLOmRjTB9cEj+nyEbHXxwZMN2iMOTOcRoGfwu0Yds6iFG3IlfPXrRu3GD6AFSNwaSxYhXELYj/sGBODyZo1qjNQT9SIUs4PfRASBGfCBZ1CMbo9bgkJwmg9QNJ9mwHeLwZI5qNx6E7BiubDTS4JC8BCdBjOKzokfhFg4SHRbbMZBqbEdyIl7i8GQOv1GNXsxDMuOvmMEQRCPNSocGYsQHInoYChP8/eY0NeJcGZlmJMLjJBttRRyezJGNihkMooWTbIzSgkM6NUM1Kxq3Yp4KnhU9spGzEhzZsKXi8GQO6dQMkrTsJBtGKzhED0NhZMar7VBopweyp4fUDU02psPF4ckUdZiEYxmZBJO0PBjn6DfNiBF3InoYCtuK1y0cIHu2QwaOTrLRVsThyRTVhKUhSRUzGKpppFsLXmdFj2yM0oJDprQM1WgB2dNDprScVBMtT44DKA5PpqjmUQqQPaNVTSPtI0kNNRiyMUoLDlmlZahGC5C2UojdVurQ23xkgWxs8SEOT6awK6WfJ/xCkipmMFTTSCF7nZqE6Z1IhMdQrcOTNT2qqRs7MPY3K7YjG4MlcXgyhYSlnYgRd5INoxUcoodBbIcTsR1OsjE4EIcnU0gjdSJG3EkQHXw9sHcwxYkdcXgMYjucyBSfk2zkNInDkymkg3ciRtxJNfVjOyZML3pkr24E1Vbi79SCQWypk6Dy3eJ1OTx9+3777RdWOYRAkA7eSTVJy5A9PYIatWahU5MtHJxU28FLRMNJ1mxHEIMDgOYAyuIfTw7PihUruOaaa9hrr73CKo9QFUF18Fkx4tUmLWdVDwnTV7+iMUtagHTwA5GIl5Nq9OgGdlmv460fnhye0047jfe///387W9/46KLLgqrTIJvglqVJEZLkzU9JExvCGrPqmb0gzfTjtQNJ6KHk2w4xJ4cnkWLFvHud7+bK6+8km9/+9s899xznHDCCWGVTfBMNiplcMiUlhOpH4agtnCoJe4wfTBI3XAigyUnQTmA8Ua8fGUQ3XXXXRx66KE8/PDDPPLII/zyl79k0qRJARdN8I6MSpwENaWVFT2kfhiq7dC6Cj4reiSlQwsOcQCdZEOPqlKmH3vsMX7yk59wzjnn8Morr/Cd73yHpqamoMomuKQO+BdgamCVMt1h+hbgP4EhEuEBYBbwTSArRqtaPgecVbXzB1nQYwjwbWBCYM7w8GqLFCtTgBuAehkcAPAh4F+BrCS113u5+LOf/SzHHXccxx13HIcddhh9fX289NJL/OhHP2LZsmVccMEFvPLKK3z4wx9m6dKlYZVZGMC1wBXATxjEZ4DqG6kdpu8sc20yqQWeAg4BHqORhYB/PbZY5+HVFis2xgNPWq+/SyM7Af8OzxbrPLyaIsXKucAPgZdo5CHAvxag9RhNmvW4FbgA2EEj1wN5rhuDgKXoXaZ+SiMrgDzrcQTwAPpRst+rerC02ToPr7JU1eHJ4fnGN77BkiVLuPPOO1m8eDFLly5l165d/X+/9dZbufLKK/nZz37GkUceGXhhhT0ZDlxmva4PJEy/E9gLGEEaHZ65aGcHYGxgjXREVWWKk6sKXjcwyHJ4/DqA6dfjBuvcHUiEJ916HIx2dgCaA2sre6EjidU4kvHwT5gtNUdV7fCku26AjvwB9FKPmQyq1gGMVw9PDs/+++9f8ZrbbruNb3/72xWvE4LheAqrYrVGC3TFtB2eNVXcJx4KU+i7q57S2mKdh/stTuycWPC6r+r6scU6D/dbnFgZDxxovQ6urUBa9SjeVvw6gFvRCeC1aD3a/RcsJmYVvN5dtR7pd3hsPbqrXtEISYnwBL7t4fr16znllFOCvq1QguOt81aCHrUOr+Ie8XGcde6ksFPLp9FqAg6zXm8hiE4+3Xoca503E5TDkw09thCEHoqkjOL9Emz9SLcdPQDYB+gBtlS9ZxUkpW6Ess/zU089FcZthSLYDs9diBGvA6ZZr39OEBEeW4sGtPuQLqahG/hbwJ+BnpyPWm1n+NfAdkuLhhxPadl6/AKxHcPRU3wAvySIweMW65w+LcA4fy8Ar/TXjd3W4Ydk1A15llbKsSvmfZhGOiinRnwK2i3pBB4niAjPjoLPpk8Pu278Bfi7IyydzwjPdOu8BHjbqhuNOe3g64GjrdeFtiOvOU123fg78FeCjPAMwWPmSCKwbcdzwBtW3airqm5ssc7Dq7hH9YjDk2KGAGOt10uBTVYjbc6pEZ9snV8B3kBGrYda55eAVYHOw6dPC9AOMcByoNWqG3vnNIfnAHRq8XZgIbDL0qMpp22lsG6sIgjbsaXgdfr0sKfClwOrLS0aMlA3xOFJMQdZ53fQUY0NVqc2LAMV0w92SPp1dLq1iXjlW4+/A6syNA/vh0GAveTidWCdVTf2zmlEw7Ydr2PnaWg99glkFJ9uPVYTRMSrD7PNR3r1+DuwJtBo6PAq7lE94vCkmMIODWCDVTGH59SIF+qxBdhp6TFGjHi/0aqnB51g6ge7bjQCg6sqW9RMQhu7bej1Q205j4YW1g0w0eGRGejU/DBwsGRHeIbmUI8azGrG14G3LeevMQN2VByeFFPYSAE2W41030DC9Ok34jushjo2h0ZrYETj7YL8Lv8ZBVsxz51KV/0YWDfaA+3Q0qUFOEfwAB2BOjzp1eN19HO97Sm+8TnUYxx6ONODdv7WBjL9a2sxjDh38ReHJ8UMNFqdVqcWTIRneBX3iIeBEa+dOTbik3BGNDYVhKX3rerOW6xzuvQY6PB0WG1lSM6joQMHB3mMDg+MaICZ0to3A1ENr9htZQ16TdYmS4u96K7CVdlinWuJ83lr4vCkmD2Nlu7U8pjDMwiYYL229ejqj3jlz4jbRusN66wKIjwjq7pzuvWw68a2QKa0tljn4VXcIx72jIba0+H5sx0DIxpQQ6/VXvI4WNpzcGAGS8N937UbveoV4tQjfevlhH7sDn61dd6Z41HafmjvfSew3nqvp3+Ulj+jdYB1fqP/naAiPOnUY5J1XmWd7X14mgNpK03ovZp6qrhXtEyyznb9sKdw9snhdLjdVt7C3mXGrGgcncPp8IG2o6/AdozE/CrvrEHv4h9f/p9EeFLMfta51TrbRmtEDjv48db57YL3eiw9RuUwLG07w2/1v+M0Wv7ZYp3Tqceb1nl7QV7CEN937UCvxoE06bEv5plRdnvpDmSVVjo7+IF1o9Dhqc52pNOW7mk7gooOH452p1ZUdZdqiN3hOfHEE3nwwQdpbW1FKcXcuXMdf7/99ttRSjmORx55xHHNiBEjuPvuu+no6GDz5s385Cc/oakpfTvjemEfjJ+81jp3BTJKS2cjHej8gXkezqgc6xG80Up3p2br0RuIA6hI49Jju260YxZdd+c4363U4ABgdA4dnj1tR1CDpfiJ3eFpampi2bJlfOELXyh5zSOPPEJLS0v/8bGPfczx95///OccccQRnHbaaZx11lmcdNJJ/PjHPw676LFiV8p3MLuqdFmd2tB+8+WHdD5OYc8ITy3KmrEdk8OwdHgRnvQZ8UZgtPW6mAMYTBL38KruEiV71o3CaGj+HJ5SHXwD3Yz2vYUDpD0amkWHJ/YcnkcffZRHH3207DVdXV20txd/+u6UKVM444wzOPbYY1m6dCkAX/ziF/nd737H1772NdatW1f0c4MGDaKx0bgFzc3NPn9BPBSbwtk9IE9j7cAPuWIHOhehAd1Qt/suY5TsGeEx/7fV7cOTTiMuDo/BrhvbKcw/CFKPA0iTHsUcnt6CVUl1+H1ikq1uM7pr6S1zbXIIbwonfW0FwtQjfmKP8Lhh9uzZtLe3s2LFCn7wgx+wzz779P9t5syZbN68ud/ZAXjiiSfo6+tjxowZJe955ZVX0tnZ2X+0traWvDaJFJvCCW7Umr6GajuARg8zDx/MPjz7lL0qSdRQfkormLqRHj1sLd52vBuUw7PJOqdHj2IOT2Fiqv9fsqXgdXpsh62HqR9B1430aLEPJr9r4OAxCxGexDs8jz76KJ/4xCeYM2cOl19+ObNmzeKRRx6htlYXvaWlhfXr1zs+s3v3bjZt2kRLS0vJ+15//fUMHTq0/xg/fnzJa5NIsQhPcCtx0tdQ99TDRHhaqlo9s9E6p6dDG412b/oojPIFZbTSp0exDj64UWv6HJ7iDmAQevSRRoc4vGioXTeqs8ZRYteN9RQ+gCY7Dk/sU1qV+MUvftH/+qWXXuLFF1/kjTfeYPbs2fzhD3/wfd/u7m66u6uZ6oiXPSMaEHynlr6GOjDCM8jKbBqKft6Yd2yjNQid05T8KT7bgLdROKmQ3w6+uMOT37YSrh6b0AOldNSPSvldMjiAQj1GRVyeoEl8hGcgq1at4p133uHgg/W2e21tbYwePdpxTV1dHfvssw9tbW1xFDESKk1p5WlkUot5anyxsDRQhR470JvNQ1r0qBT9q878pq+DLzelNYjuKvVInwNYaYovT/VjnHXegfmfLNRiMNXsGmPfcQiFU+xJplLdSE/Mvzipc3jGjx/Pvvvu25+MvGjRIkaMGMG0adP6rznllFOora1lyZIlcRUzdCp1asOqunu6RiZj0KHK3eilthr7YZk6iledHunq1GwjXir6lyctwDjDziR++4GIQbWVdHTwUKp+mMFSMPUjHXrYWjjrhnOw5F+PDkz6dzraS7h1I35id3iampo4+uijOfroowE44IADOProo5kwYQJNTU3ccMMNzJgxg4kTJ3LKKafwm9/8hr///e8sWLAAgBUrVvDII49w6623ctxxx/Ge97yHefPmce+995ZcoZUFKkV48mTEbedvHYWrS7QWDZbRqu7pLenSw+7gnbU/6LqxD3E+BNALlTq1PHXwQzFJqaZ+1FlH/gZLdt0o1lbqqh4sKUxOUzrqR3HbEVRbiZ/YHZ5jjz2WF154gRdeeAGAm266iRdeeIFvfetb7N69m6OOOooHH3yQ1157jdtuu42lS5dy4oknOvJvLrzwQlasWMHvf/97fve73/H000/zz//8zzH9ovDZG5NOHE6EJ11GvFw+U33VozRIW1SjUgc/iCDC9HXE+RBAL0TnACYfu25sxkzUFib45812FI/+aT3qArEd6awf4QwO4if2pOWFCxdSU1N6pHj66adXvMfmzZu58MILgyxWorE7+G0MTMTNpxEvF+2qDWRKKwsRHrOZGmg9duGHbnTNG4LWo6P85TFTQ/lOLa8dfDHnT7/Kl+0o11ZqAp0OT3/9GEQ3zeg2Vc12jHESe4RH8E7x/B3IqxEvl89UG2iEJx16FB+l2Z1aviJe+6K30OyjML8L8prvVm4ED33U0yttpX+wJBEejWkrtVDFs+fiRxyeFFI8olGP/d/ZSFdAOSvpaKTF9QhylJYuPcqNWoNxeNIT8bIN+DsM3Pc36CTdEdh5MEmmXN2oo5sapK0Y25GvwVIdZol+8foRhB7xIg5PCike0QgjLJ38Rgrl9cib0apHr1qD4qPWvpyF6YtPZ0HhqHUo1aRfbyp4Pdz3XaIi/IhGeuoGlNdD5WywNAbtEPSiBwgGrcfuQPSIF3F4Uki5JF39Kp9TWsX1CHKVVjqMFuinoW1w/EXr0ZezMH3xVTgQXJh+N+aRCslvL+FHNNJTN6C8HipnDqCtRRsDc3S0HrslwiPEQbkkXeijjt0BGS17d+FkU06PYEZp6TFadgcfrtFKnx57RnjsCGA+60fx/C6tRXWDg/RoMRjjlhXLWcnr4KBUNLRXHB4hDmxPvFREo4ZqjdYOzJNUkm24hmJcMjFa5aZwdKfWE0inlj49SkV4unNaP8LP70r+7sL2kxZ3MnCtYZBTOOlxAEu3FaftEIdHiJTiYXqn0aqj2thMOvJ47Ea6Be2mGeyIRr6MVqUpnB6J8FhoI74rp/Wj2OAgmCmc9OwuXCmiEUw0ND3OcCU9ghkcxIs4PCmj9L4iJixtr0bJQ0Mt3cHbo7SgjVaydxeuFOHpzlkiZqUIT1eOOrVmzCCo2D4rdkL7EKpZb1a4u3Cy9ahUN4KZwkmfM1zKlnZJhEeIGntfESi+rwh09W9GmIeGGs28c3p2F5YIj5PyOSuwK5Ck9nToYWuxBT2NY3BO/0K+9Ihm+jfZWkDlFY3dgbSVeBGHJ2XYjXQ9eiWOwUR4bIcnDw210rxzr2W0mqv6li707sJQzXPXo8Ct0apu8zB7/VeytajB5GmU2ll4V0FUwz/p0KNSREP1x7tEDzCDg+psh63FYJK+AKTSYKk7ED3iRRyelFGpQ4Mutlqv8mC03EZ4qt8d1N6ZYlTVdwoTt2Hp6oxWOrTYF+PatDn+YrZw2BWIEU+HHpUiGtDdbzvyrYfT4anOdmzHxNOSbUsrDR6DsR3xIg5PyqjkhefNaLmNaNQBe1X1TelwACvp0RXoqLWZQuchadharGfgLst2mXvYbi3ez1NbKW07uvrjmMHokY62UqqD7w6sg7fbS3LrRx2lNiwFu37sCmzwGB/i8KSMSqMS2JUrh6dSRMOeh4fs61F6a3gI1uHZgplQTW6nFl1EIx3OsBc9gokOJ7etQGVb2pWj6PBotDOwm4G7LMNAh0ciPEJklB7BD7bOOwMepSW3kUI5o2XHc3bmxgEsvTU8DFyGXb0RT36n5iWiUZ0eya8b4E6PvLQVcLOCT7eVOmDvqr4p+RGvwg1L+/b4q7YdO2VKS4ia0hENu4PfFdAoLfmNFMoZLdsBDCrilfxRfKEWao+/6vqx08onCC5Mn1w9SjvDQdcNu63sQ5JNavR6JLduNGKWY5SeDt/V3/lnPeJV2o7WYhyeXYA4PEKEVI7wBN3BJ7eRFu6yXM7hycsovrQzDLYeOwIzWsnXIzpn2F7RWId+anoyiX5wkNy6Ya/e24V5EprBRIfzEi2vnCphbIfk8AiRUbpTM1NaeRmlFe4rsmOPv+ZvSqt0hwYDHZ69qGZzOUhT/SgdDQ2qbvRiNttLbv1wo4cMDiCPEa/StsMs9dguER4hSkrvsgzFprSCaaSDSOremm46+DyNWm0j3rrHX0xYenvBlnN5CdPvqUfQ0T9Ieqc2BPMbZUqrXN2A4CM8yW8rlac7e9hmPTJEHB4hEgp3WW7b469BG/Eu6Dd/yTRcpRsp5NGIVzZa0NOftpz9iFd0Ce2Q9E4t2miorcVeJHWzPa+2I+v5kG7ait2vDAbqIyhTGIjDkyIKd1nu3eOvQXfwkHQjXj7CI2F6Q+EORPlwAMtHQ8NoK8muH9EODgo32xM9kl43wFtCO6Q3j0ccnhRR2oBDOKPWZDfUaI1W8jfbq2y0uoG+XEzx2bss9zHwmXMQrsOTTAfQXVsJanAA6dYjrIhXMtsKuHN4eqD/0SNpndYShydFRJtoB+LwFLKFpG+25yYsDeQi4mVr8Q7FoqFBR/8g6Z1aedsRdP4fpEWPSrYj2FVaI0jiZFA9ZsPSSrYjuPoRD+LwpAivjTTrozS3U1p5MOL1lNsa3tQNCMpoJbtueHWGq3/0SDocwGgGB5Du+rGn7ajOlm4GK+E3iQ9jLr9hqdN2BOMAxoc4PCki+imt5HbwEIcRT64e9r4i3ZhdYQxhODy2FvuiM2aShdsObXvBu/l1APM7HV5612kIznb0AZus18nTw82GpQMjPJLDI4SOTGk5Ke8AhhnxSp4ehXXDrdEKxuGpQ+8wnCzcOsOKoCNeyasbEEd0OLmDg70w20OWnsKBvDiAbusGyJSWECFuO3i7Ula/udx66zy67FVxUH6X5RqC34gRTPpr8vTwYrSC6dR6MbGkMeUujIXo9bDbSvK0gDgiPHZbSZ4eth3dDnTu8Ve7buwGegOcwkmuHm7rBojDI0SI24q5reDd6ox48hvpFijYSs8mjLA0GD1ayl4VB/EYreTXj+j0sHfGGkP6pvjCiA7beqStrRSPaFQf8UprW5EcHiEGCvcVqTSl1Q0BbS5XaMSThTstIBwjnjw94glLZ6tTq04PO8JTT9Km+IZjXDy30+HVR4fT2sGHNTjIlu2QHB4hVMrvsgzhGPFCo5WsUas7o9VLYVg6D6O0SivWIF8Rnuj0SO4Unz042IjZR8VJ8ehwcLYjWcQzOJDocBIQhycllN9lGcKpmMkdtYrRcuI2vwuCylmBpHZqtZj/oWj1SGbEq3xbgVLR4eCmw9M4WHLuWZXfwYEkLQsxUL5Dg3AqZi9mtUWyjLjb6T2QsHTeprRGoadjdmNcdidhO8TJqh+VHR4ZLBnCmsJJZlsBifAICcTLKA2yP4r300ir31yucJVWeketeeng2zHbvTnJpx7F60Y9JlsnSAewh6RP8ZVvK/lwhgdhFspHGw2NB3F4UkL5iAaEn2yXrJGJlwhP4eZywSw9ridJO6YOwmx3JxEe74ODrE95upuygOBX4iRbj0rPFYMw2kqyBkvlNywFifAIsRC/EU/WyMRLWFoRlBEvnOJLjh6287cLvYn9noS1W2oa6waE82wxSOqUp7voH4Q3jZMmPYpHNKqPDtuDpQaSNMUXX78SD+LwpIR4wtKQzlG8s0ODbOvhd7oz2I0YkzNqlcGBEy8dPGRbjyHoTUvB3Qq+4KLDyVzFJw6PkEjcPSgTgh+1Js9oDQX2tl67mdKCbBtx9xGNoI1WMqf44nd4kuMMQ5yDg+TpYdvRTpzOjGHP6HCWFz34jYaKwyOEirtRGtg7beQhorGFYrssQzmHJ4th+vI5GlAqL2Fvqt1cLplTfJX1yNfmcl4jPMF1asnTw2sHD/lwAL0ODiRpWQiNGkwTiS+ikbxG6rZDg2wnYvqNaIB5Hpl/0q9H8NHQ5Ezx7YtOaodSG5Y6o3+Q7Rwvr3UDJDqskaRlISLcG60wc1bS1EjFaDlx1o9u9KJhyGv9CMuIJ2+Kr3DD0p6iVzijf5DtwZIf25HviFfxwVL1jx6JB3F4UkDhviLFd1ku3UiDG6WNIinVJV6HJ7lTfPE6gMnQox7zLPvietRihg9B5/Akb6NOaStOqpnSCs6WplEPZzQU0hnlib0HO/HEE3nwwQdpbW1FKcXcuXP3uOaaa65h7dq17Nixg8cff5yDDz7Y8fcRI0Zw991309HRwebNm/nJT35CU1P1wfqk4D4nIQyj9Q7Qh/bnR1W4NhrcT2mFEaa3v3Vs2auiJN68BFuPcWWviooxaKPWi665e7LnvjPBhumTVT/81I3gIhq2FqNJSjwgXgfQ/tZktBXwnv8X3KNH4iF2h6epqYlly5bxhS98oejfL7vsMr70pS/xuc99jhkzZrB9+3YWLFhAY2Nj/zU///nPOeKIIzjttNM466yzOOmkk/jxj38c1U8Inf2s89slr7DXLJl1B8E10t2Ykcn4qu8WBO712NH/TnBGvNU6J0MLMCXxY8SrN1q2Hskw4rYW69ArbPaktMMTjAFPVv0o1KM4YdYN+8l/dSRlGqeyHmEOHpNVN/bC7AgUjwMYPfVxF+DRRx/l0UcfLfn3r3zlK1x77bU8+OCDAHziE5+gvb2dD33oQ/ziF79gypQpnHHGGRx77LEsXboUgC9+8Yv87ne/42tf+xrr1pWu2mlhgnV+q+QVe3bwwVbKVvSIdTzwfCB3rAZbj3gcQNs07Is2BrvKXBs+zcAw67WX+pFVB9B9W+nCfvCErUU9QfyPJksPe3AQj+3oQ7sWE9B6lO5Wo8KPHsG1Ffv3J6tubEOveC1O8fqxL+l0eGKP8JTjgAMOYOzYsTzxxBP973V2drJkyRJmzpwJwMyZM9m8eXO/swPwxBNP0NfXx4wZM0ree9CgQTQ3NzuOpFI5omFP3+1ptLI4ao3XiG8puG/8UQ1bi82U2lcETP0IwwFMZt3w0laCzUtIlh6VHcDStiMYi5icTr6moBSVbceebSW4aOjwgu+Jj8ptBcq1l+T2mKVJtMPT0qKTu9rb2x3vt7e39/+tpaWF9eudz0TevXs3mzZt6r+mGFdeeSWdnZ39R2tra8lr48b9qNU00mArZXKMeB0mO6KyEQ+jg4ck6VE52gXhOoDJ0QL8tZXgHj0CWdAjHNsR/+BgDDpdfTflprTCdAC3Ftwt/vpRuW7UYxL8w3AAoyfRDk+YXH/99QwdOrT/GD8+/gpYimoiPNVvLgdJMuLj0L+nG7MIeE9Kd/BZi3hVNlpQzgEMLol7MEl4RpCfiAYEqUdyIhrgxXaE1aElr62sxZ7MLEaY0+GQJAfQvTMM4ekRLYl2eNra9LLGMWOcCW9jxozp/1tbWxujR492/L2uro599tmn/5pidHd3s3XrVseRVPyM0gp/TXCh2PiNlm3AWymVlArFjHhWR62V60YNJhEzjLB0F2Ypdvx6+EnwhzAiPPFr0QSMsF7Hm/8HSbId8U7hJEcP94OD3Zi1WeLwhMaqVatYt24dc+bM6X+vubmZGTNmsGjRIgAWLVrEiBEjmDZtWv81p5xyCrW1tSxZsiTyMgfNcIzDUnrSbU+jFezywTQ1UhAjXkgUo7Tk6OHeiDsdnuCn+MYQ95oQW4stOPOUnJSO8GQtOuzNdoQV8UpOBDD+wUH0xL5Kq6mpybGvzgEHHMDRRx/Npk2beOutt7j55pu56qqr+Nvf/saqVav49re/zdq1a/n1r38NwIoVK3jkkUe49dZb+dznPkdDQwPz5s3j3nvvzcQKLbtSbqDUc6OglBHfhp5kyFJegt9RWlYTMd138BDe0tJW4Gji1qMOE1fxO6UVzL5V3ejchxYq1dQw8Ts4KHSOhgAdVZUiTW0FwrcdybGl8U//Rk/sDs+xxx7Lk08+2f/vm266CYCf/exnfPKTn+SGG26gqamJH//4xwwfPpynn36a008/na6urv7PXHjhhcybN4/f//739PX1cf/99/OlL30p6p8SCn6NFuiKGazDM9z6rh2lLw2ZZIzS0mS0CrUwk4BZ1GMs2unpwewctSfFR63B6aHQeU0T0XrE5/B4GxwYPbrQGjYQhMOTnCk+d3pElcOTNtthSPOUVuwOz8KFC6mpKf+gvauvvpqrr7665N83b97MhRdeGHTREoG7VThhj1o70eO+IeiG+req7+iXykvSIY/z8F6SUiFoPZIxirfrxlr0DjDFKd5Wgq8ftsMTH8kaLA1Da19684Sw8RvhyaLtcJffFXa/Ej2JzuER3HbwYY9aISkN1dsy7D1HafbmctWRjFHrMMz/rZekVMjmyhO/0T/I5ije7wo+CFKPbegBEyRfj0ZMl5jt6LDdr3TiXODiJIrBUrSIw5Nw/O6zAtkcmVQ7SoMgnxHUCIys+m5+sbXYiPf8Lungw3QAkxXx8uMAZs121OIlvwvCz/8bi15BGQ9BDA7SmMMjDk/C8Talle1OrR7znOHSetSjsw+g1OZy1TfUHswuQPFFNbx1aGEmHsZfNyCJ0dBkRLyqmQ7PysqkFrRlKJ/fZWthHjsCQUeH29ATrg3E+TDm5AwOokUcnoQz0TqvLntVlNMW8Rmt/dAVdiflNh0sPkqDoPWwu5H9yl4VJvtbZz9TFsGO4G0t7L1s48GbHmFGQ209JpS9KmyqqR9ZbSvl87uKO8OF/6pej1600wNx1o/kTP9Gizg8CaYW01BXl70yilHam9Z5/7JXhckk67ym7FV2I+2lcLMsCLpTs/WYWPaqMJlknVeXvSoKZ3hjwf3jM+KTrPPqsldF0cHbNTS+ulGYcOyuvYRZP+LXY5J1XlX2quJ2NNjoMCRJj9Vlr4picBAt4vAkmLHo8XIPlZ4zHIUnnu5GCkHrYZdiUiB384P9zavLXlW+g28iKCNgl2JSIHfzg/3Nq8teFcWUlt1W9iOIrfv8MMk6r0VP0JQmigjg6gGlih77m1eXvap43YC821LJ4REiwG4Ob1Pu2S8QjSe+2jpPCuRufrC/eXXZqyobrXyN0sqP4ME5CeifePVoBvYdUJLiRJGXsA6zk008eTyTrPPqslcVf+wI5LWtRDVYsvWYFMjd/GB/8+qyV8mUlhAhk6zz6opXRhnhGQEMDeSOXplknVeXvap4Bw8S4SnE3lwOsjFqtb91I+WW2UI0q5L6iHvKc5J1Xl32quKPHYG8RjRKD5bCGTzGo0cdZuJ5dZnrKg0Ognn0SLSIw5NgJlnn1RWvjGIlznbMQyLjNeJ+RvAQtNGK14gPRk95gn8HMEsRQPtbV5e5RhPVypN468ck67y67FWFDo9zY4Ng9XgL7QTuTVwrkyZZ59Vlr6oc4clCxGs8esVZN2aDjeKUHxxA+qa1xOFJMJOs8+qyVzVi/OywjbhdkjQY8ajm4VsIYrGqV+zU8a3AprJXFo/w2J+FbDiAk6zz6opXRrW3SLzTFva3uhschF03CrvW6OtHDV5Xu0bVViYFcjev2N+6hsKHzRSjuANYGB0Wh0cIjEnWeXXZqwpHaWFn08fXUOswC+JXl70yqnn4TQV3jH7l2iTrvLrilVHnNE0K5G5esb91dcUro4rw2CVJsgMY1RQOxFk/xqCHJLsxm2sUJ+ocnuHEkR4wyTqvrnhlVA5xdIjDk2BsU1l+lGZXuV3opdiGLBnx/dBh2F2U2zgMTPe9bY+/hDeKj16PSdZ5dcUro161Np44ZvYnDShFacqvSmpAx0yrJw0Rr6imcApLEl9beZuBFnIgUU2Hx5seMMk6r654ZVT5kNEhDk9CcR+GtUcInXv8JTyjNSmwO7rF/sY3qRSGtfXYM3U1S6NW+xtXV7zS/rVh69GGDnbXE8fmlO7aCpjW4NQj2EePQJx1o3APnjfLXVimbmQpp2mSdV5d8Uq7bkRhS+PXo/yeRBCd7YgOcXgSSgt6pNlLpa3h4zBakwK7o1vsb1xd8Ur715Y2WlmIeE0aUILSVHaIg9FDYbrXSYHc0Qv2N64ue1XhuhJne+nDxHyC6dTskuxP1M9MmmSd16EjoqUR2+Gk9GApn3pUtqWSwyMEwiTr3EqlPXgqe+HBby6X5A4+H6NW9xGNynqkfdQ6BPMI1/LTv3aHVujeGIJ/nMJudPbI6EDu6JZJ1nl1xStLO8PBj+Dt0ojtcJYmyXpE6QBGgzg8CeUg6/x6xSsrN1IIOjF1FM5k6fCx9agmDJulKb4DB5SgNNkfxR9gnSvvwVNaCwi6k+/F7I8ebadm67G64pXZd4bBix5ROoDx6FGP2YOn/OAAorUd0SAOT0I52Dr/veKVpb3w4DeX6wQ2W6+jbai2Hn+reGVUUzgQZ0TDfmp8ZYc4+6N493WjvMOTFQfQu+0o3VaCiw7bWgxDr06KDvd6xOEATgrsjm6YhHZ6dlBpD54GzHYbUdiOaBCHJ6F4b6R7VkoIM6pxQLmLAicIoxV8I7XjTeMJam2PG2wt3gE6Kl4d5SjN1uOgslcFTRAdPITRVmw9Dix7VdAcYp2rcQCDjw7vxDwlPLr60YBxv93rEcVgKZ66UdhWyi/+KPylUTiA0SAOT0JJ7qjVjikcXPaqIBmG2Z81iCm+4LR4B20ca4nScLmvG4OsA6IxWrbLcUjZq4LG/rZqnOHCd4OrH/b/0OTA7uiGoKLD9hLu4PWIrn4cgE5T30al7Swg2pwV+39nX/S6umhw31ZsLXZQLItUprSEQAnKiAcf1XjNOkdnxO3xYBvFdtcZSJRhaYhDD+9GC8rtSxR83RhPlDleQUx3QphtJboOvhGTo5G86HD0Do/7tgLl9Ai+buzArL+NTo/kDqSjQRyeBDIC4/O/UfHquEatSWyk4CYvIbjN5SBOPdx3aNvQK5OcBG/EN6NThyHKCGDyIzzR1Y0D0Ua9Ax1/LE/piEbhu2nWw5/tiGqwlAbbEdVAOhrE4UkgdqVspdgelwNxZ7SCa6hJjmhAuYa6vchV1ZNkIx51hwZR67EXehduCM7hCT6iMYaoHiHgvkMDtxGeNEeH3etRi9lpOYocHogz4lVtNFRyeITASLbRspvK/kSVqOtPjz07tcLdV9JsxL1HNKI0WtHqYWdObaLSQ1TBrREPrm5sxSTqRtOpue/QoJJDHPwoPskdvLsk3WCjw9G2lXrMmrDkRUOjQRyeBBJUBw9hGK13gC3oqhPNagv3etSjx/wQ/Sg+GiPeBIy1XifTaEWrR1DRv8J306xHkLYjvKT2fYgqUdf7FE4X+unuTrIQHZ6Idth2YnaIKk0c0eHwEYcngXibd47DiEebjOndaEH0eQnjMSHx8LBdzA1ot7M8USfpQrI7+KgjGhCXA1htvhuE0VZ2EmWibgMmolFtkm7wjx6BONtK+SXpUCk6LDk8QmAEacTDTbYLPxRbuMmee4dnF2bLRSfBG/HNmCcfh5+oG0ZEYwhBPu0p2jC9v8FBlFN80S5NDyPCE85gKXw9JmGWpLeVv5RKdrTwL8Hp8QbalRqKzvMKl+TXjfARhyeBHGqdk1sxozNadge/nlLdVCHltYD0j+LDcHggyNiUrcVookjUTf6UVnTR0EHozDpwo0cNWY94BbUk3Sb4+tGF2XE5Oj2CjP5J0rJQFaPQW1H1AStdfWK4dS6+527ajdZh1vlVV1cPs86VjVZaE3WnWOcVrq4u36HtIozN5QrH09HVj9fKXmWT7VVrk9EGfQt6gFCeQhc3juhw+HrYbSWIugHpt6Xe9HA3OAju0SPRkKay5oLDrfMb6A6pPIMwG7wVX6OS9giPrccrrq4eYZ03l7wi7Z3aEdY5KD3CMeLR1I8RmATuIPQIR4voEnXttvKyq6ttLboptflF2iNe3vQYbp23lLwi7bbDX/3YUvSvhduYpinKIw5PwvDXwfdRKsIT7ihtLGHP4vrTo/QC5XCN+KFlr6qWGkxEI9kOYDR62Fqswc0O3FBJj3Dayk7gLev1lHIXVk3QznD4dSO4zLFi+NOjsu0IJzocbt0YitmB2120vHz9CCc6HD7i8CQMfx18B6Xy7sMxWp2YhY2Hl7uwarwZLXsEHXVEwy7dEWWvqpb90SHkbtzmJdh6RO0A2mPIqYHedSDe6ga4dXiCzzx6yTqHq0fQ0dBw2srr6NyVIZjHeoaDNz0q245w6kc0dcMeHLTi5oHDEN/gMVzE4UkYQRstO5sleCO+3DofGfidbRoxy7CD0sNu7MNKXuGHlWg3ZChhGnG7g19Jscf5FSMuPWwjHl7dAK8h+r0xD1ItbsS3WOcGzG5OwRCtHt46+NId2hbrPNxneYrTi4kxhKfHeHRr7MFtkm7ltrLFOg/3Xapi2Hb0IMJ8/py3tgJuHMAt1nm4j/LEhTg8CSNoh2fLgCuDI3yHZzJ6Welm3CwrhfiMVi8mjTi8kZq3ugFu9LD/Emz9sOvGwcDgQO9ciL8OvgfnNnKG7ZgwfTh6hFc3GjBZIN5yNKKuGxBFVMMeHPyNUhtUDCQuB/AddIp5LSYOEzxBR0ML/zLcT4FiQhyeBLEPZs8Zd6twvFXKYGfMw3d40tPBQ5R6eB+llTbi4ejRjjbktYQ55Rl0zkrhX8NxeMKrG4egnZ5O9LRFZeLs0JLYVvJhO9y1lVpMzDdq2xEu4vAkCNu/X02pMehA3DfSOoKea01aI4VkjFpFD024egxDT1tAcEmpEJYeK9CTkPti1pUFi/+6EUeHJrbDSdJsxzCMaxDH7EF4iMOTIMJopF3odSKFVwfDq2gjPhITlwoW/6O0bBtxd3rshXnMYZxTnuFMW9iDg7cot3NKIZVzEgr/GqweuzCZJOHoYUe7wsjRKKxJwWB38Iei41LB430KJ65oKITdVgrTw70NDrZTbkJQIjxCVdgdmrtlgxBvmH4XZq1QOJ18ukZpttGaQhhGfAI6QteD1xVavZRbtJ3WaYswchIgzETMcPUIo610oje8gKD1eAudLt9AWFsXhDGltcU6D/dRnvKEWzfswcE6KtV+G2/R0OE+yhQX4vAkiKOsc5ARDUhn4nIjJgnT+ygtDofnTXQX0UAYG+7ZHfxrmMTa8sQ5hQNpdXjSmqjrX4/S9UMRpu0IbxpnHLoT7sXtCq0aTLcdh+2w/9fGoqc9g8V/tMvd4EAiPIIv3mWdn3f9ibiNeHid2pFo1+Ed3CZhgpcITz1h7BAanhG368Yy15+Iu27Ybvs4wthh2L8e2XMA98JsW/ei60/F3amFN41zjHVegd4sojLuclbCqxvb0HvrQ5h6uK8bcduO8BCHJyFMQlecLtI0ag3PiE+zzu6dv8GYJdCl9diJ1hjC1OOoslf5wdZjqetPxN2hbQNWWa+D1aMG4/AErUf4beUI9BKC4DjKumMbZjvQyiTFdhwd+J2nW2f3daMwZ6W0i2RrMQQ9YAqWJOohU1pCSNgd2ku43TcC9KNGATaUvSo8o/VX63wkZlO3YPAe7bJDwT1USmMNTw/bpBwb+J1to+Vej8pJmBD2KC0cPQ5Ej8l34iXfLW4H8HV03speBL0jt/fBAXitH8M93dsNdt04LvA7e9fDXd0o3KE4LbajFhPhCVoPifCEwNVXX41SynG8+qoxc42NjcybN48NGzawdetW7rvvPkaPHh1jif3hz2jZv7P8s5HDq5ir0c7WIIIemXjXY4x1Xk+px2zYbLHOwevxF+t8HEHuejQCOMB6/ddyFzoo1KM04RotW4/jA72r7fy9iNsdp8G0lfayV4WnhwKes16Ho4f7EXw9plOLq368gB6cjEY/NCU4vA8O3LWVwicWhmc7gq0bk9ERqe3oHdrd4a5f2WKdxeEJmJdeeomWlpb+44QTTuj/20033cTZZ5/NRz/6UWbNmsW4ceP41a9+FWNp/eG9g6/HRDXKG3F7DBfOs5qftc7BNdR6zCSIez3cNVIIU4+X0HGH4ehdhoPBjnbZMQJ3uOvgN1rnRsLY2N6uG8GO4v0NDtx1arYewaeOQnL0sOtGL5UiPOHp0YXJKglOj1HoFY19aJfKHe7aCoSph+3wHEqQD3qx68YLmBV3lbHbSnk97HmFcNpKOKTC4ent7aW9vb3/2LhRV7uhQ4fyqU99in/5l3/hj3/8I88//zyf/OQnee9738uMGTPK3nPQoEE0Nzc7jjjxbrTs6azKRsuumCO9FsoVwRvxw9DZOFswqXyVcddIQSdCQxh69GJiMME5gGF28NvRGwyAqVHBsRRtZicFenfv+Uzg1YiH01aCH8U3YtJcvUc03qFSNNTWI/i6AWHoYdeN1yi3GcNAkmA7NmKs3fRyF3rCe7QL3NoOu240E/Q+TeGRCofnkEMOobW1lddff527776bCRP0g+6nT5/OoEGDeOKJJ/qvXblyJWvWrGHmzJll73nllVfS2dnZf7S2ul8LFDRj0VWsFy+Z9PaopLLRCq+RQhgRHttouZ++AS+jtHCNePAOYHVGK04jvhXzkJQ49ajD/LryethahNvBTyWox5NORa9m3IDeGMEd7ttKNLYjuLoR5uAA0usAhjE46MDkm4ZTP4In8Q7PkiVLuPjiizn99NP5/Oc/zwEHHMCf/vQnhgwZQktLC11dXXR0OAP97e3ttLSU3/33+uuvZ+jQof3H+PHjy14fJnalXIEZbVcmaY30MIJ6JnvYRitcIx6e0fKX3xW3AxisHhPRU5HdeNmvyv5luzGTEsWxtRhBGCtx3kZv/1aPSSWtjuraSlLqxrEE1RWFrUeaHMAaorMdaXF4gm/TAfPoo4/2v16+fDlLlixhzZo1nHfeeezcubPMJ8vT3d1Nd7e7XRrCJuxKGe6odQN6+fEBaMP1h6rvmO4O3jZa70I3L3fbBJaiGbONYXqN+EUEZcQLVzO6b72FUzjlMxk2WVfUonMTKqvnlb8AH0Q7gIuqvlvY0b9wO7RX0ZOqzejcFfdr7krhT4+kdPDBDg4OQg9Bd+FF2Trc5oaC1mMsYdnS4El8hGcgHR0dvPbaaxx88MG0tbXR2NjIsGHOJK8xY8bQ1tYWUwm9Y0++PVf2qoF4j2jsS9BPTLcJblqrAT+rTiA5EZ6/o9e2DCaI/WdsLd6k0uYDhRRO4SQlAhiMw2PfJawOvg+TEZeGKeCw9Qh3sLQb08qr12Nf/KxmhOREvJ5Ha7IfQTxk1q4bL+Jl2DUK7RZUjoZC2LY0eFLn8DQ1NXHQQQexbt06li5dSnd3N3PmzOn/++TJk5k4cSKLFlU/eoqCWozD8ydPn/S+sqCOsJYQLrHO7636TtPQ2Q0b8LKMEpIT4QFYbJ1PKHuVG+w7POPpUyPRNasPN25SuEZrGXrl2ijMfsD+sfX4s6dPuV/BB2GP4m27dGLVd2rGbAbhrX4kJcIDQephW59XMEum3ZGUwdJ2TBZncHr4qxuVo6GQvimtxDs83/3udznppJOYOHEiM2fO5IEHHmD37t3cc889dHZ2ctttt3HjjTcye/Zspk2bxu23384zzzzDkiVLKt88ARyBXsS8FbPXpjvcN9IejAEIp5NfaJ1PotpdZO0O7WnPn0yK0QJ40jrPrvpOttnz5wxvwM1ONeE6gN0Ykzu7qjs1YuIA3uqH+w4ewo5qLEJrMgG9haJ/3o1ubavw8vgV8DM4GERQGXoDedI6z676Tv7aivuEdoiig3/SOs+u+k7+9PDWVsIfPAZL4h2e/fbbj3vuuYeVK1fyf//3f2zcuJF3v/vdbNigpf7qV7/KQw89xP33389TTz1FW1sbH/7wh2MutXvsDn4RXjZRA7CTsr0Z8XAa6gvoaZyhmCwLf/hzeGoxTS4JEZ4nrfMsqplErMNE//x18O4iGmlxAI9FOz1tuH1ivI0/Ix6OHjsxEdHZVd0pisHBTnTcAcLS42n0hMtBaCfQP/708BYNjc52zK7qLsMx2xVEMThIS4Qn8UnLH/vYx8r+vauri0svvZRLL700ohIFi3+jZe9O6m4x6gb008fDaah9wFPAXHRD/UvZq8vhT49x6Krcje4Oy2M30r3R02f+U99L8Tw6ZrcPOo/H/SMuCzkKPW2xBfNYUnfYHcfbrq5OixG3R6ze24o3PcKN8IDW40S0Hj/1fRd/I3jwUz+a0Hq43xfLLdvQ2YvvRutxl6+77I3Jd/Omx37WuQ03Q87wO/in0Pb0MLTz4S9t/j1oN+413A57bGw93D2VTaa0BE9U7/CscXV1+Eb8j9b5ZN93OBTdcHbiNQnT1uJtKu1JBNrE2g8QDUePXozZne37LnaH9gxedkkFvXgb3NYN2yCG90CWZ4EdaAN+mO+72G3FewfvbXBgt5Xw9Ki+rTQA9taq3mzHEMwe4+70CL9+PGmdZ/u+w/FoTd7Cba238dZW7LoxjLA229uC2SN6tu+7+HeG/dmO8pvAJAdxeGJkAtoU92KC3O7YBz3mArejNDvuEV7FtI34ifgNHNod2hK8PEAVvHZooHdDgSDWQpTiSes82/cd/Hfw3oxW+FpUn8dTg0nC9D448KaHPbYNT4/FaJd7P/RUjnemoaMaG/C6mNtuK5twuxdx+Ho8aZ1n+76D/+ifN9uxBRMRTrIe1Q8OktJWgkUcnhixDfjz6PGve2wDvg63u5HYFTO87RWXo83vEPw+8dd/tMvWw73DY+sxzvN3ucV2AGfht5lFNd1pOzzN6P+9cHjSOvuLakzFJPd7myBswJhjd3qEXzcK83j86eFvtRoks638GT3sOxC/DxKNanAAUejxpHX2VzcaMUvSoxochKdFsIjDEyOnWuewQ/RgVnGEVzEVpqG+39cd7M0Fwh6VQBQN9a/oRO4RmMkH90xGd9Nd+MmI8ma0tmMeShqeHr+3zqfhJwI42zp7T+7fD23mdmImJMoTjRG39fiAr0/Pts5hT4VDFHpsw2zl4F2PQeicFQi/g4co9HgKHeM+FD8r+d6NdnrWoR847A1vDrE9WGoirFV8wSIOT4ycbp0fLXtVMbw7PNEY8Yes8wc9f/Jw9BTfTnRz94b3UavtAIYX8doN/M567V2PM6zzU5h8I3fUYJJSk2TEn0UnYA7Hzx4jdlt53PMn/Uc0xhLWRp0AD1rn9+E1G6QROMV67V+PJNUNgN9a57M9f/K96MhkG16T+yGZDmAHxgp618O2HU+UvaoY+2JSJd5y9Ymd6GEdpCPKIw5PTExFd7Y7iCbCE43RehidXjsNk+3vDruRLsTL88RskqqHbcT9OzyPeP5kC3rM24vblRYQhR596PoBXvUYjAnue9fDewdv57sNwmyyHzwvoDuVJoz74o4T0fk7a/Gz/i+JU1pg2socTKfrDrutPIqbJQsDSboeUdqOwlQJ98OsNE1ricMTE/aI9Y94HcGDqZjuvHAwEY0xhLkXwQZMcqq3kYmth/dGCsk1Wo+iQ9OH4yU5dS905g/40cN2/lrxMvkTjR52VMObEZ+F1uQtvDww1Mb7CL4Xsxg4iVGNwg7eO0mMaIBOvf47On71Pk+f9N/B741ZUJ00Pey6cRI6KuqOcejtLPqAxzx/p/e6AWZaSxweoST+p7NAz+0C/M31Jzagu95azNZS4eC9U2vCTHJ412MMevZ4N7Da9aeiMVodmF2o3Xdqs9FRjdXACs/feYh1XuXpU9Ho8Tg6fncg2gl0h/8ODeBg67za06eS7ABGrYetRbiDJfDjAO6Hjpbvxs/0nj0I2QR0uv5UNHXjDbR7X4/pLSpjX/ksbp6ENRBbj9WePiURHqEs1XXwdRiHx/2CVEVUnvhvrPMp6HU/lTkZPa5bhd4oyxv2vi6r8DIZFn4St43dqc11/YnqRvC2I/GKp09FY7R2YDILvOvhr4O39fAWG4pGjz+i152Nx2ybV56J6Brfi58Ofh/MxhTubcdGzFrQcPdbsdvKWbh9RI1dNxZjckncc4R19tdWwl+K7X1aq7q2Up0e4vAIRZmDzg/4O163yAf9POBGdOfhLfRod/Lesmu88ho6LjEI+JCrTwTToXlrpLYWIwhzKTYYB/Ak3KZIx6mHv0XBXvi1df64q6sPRK9Y68Gsa3JPDcYh9qfHxLJXVUs35n/ZnR523ViEWVnnHrturMY8MKIyCtOphavH0+hY9CjMGtbyxNFW7J3Pwm8rD1jnD+LGStWj10BCVvWoHnF4YuA86/zbsleVwq6UK/G6/649yVHdIwvdcLd1vrjilXXAudbr6vTw1ki3YbZFP8DX97rlTfS0Vi3wjxWvPho96bAT+IOv7/Onh/3IgHC1ALgP/eum4ua5a3bdeAodC/HGRHQ8tQuvD0WITo87rfOFuJkwsvV4qOxVpfBXNyAqPXqBe6zXF1W8eghmA4yHy11YEn96rEFb3iGE/dDMZ9F2vgn4SMWr56B3gG4Hlvr6Pn/R0OjaSvWIwxMxe2EClPf6uoO/ESuYihm+w3Mn2iScQqUx4Sx0bsBG/CyjhHTo8TPrXNmIX2CdH8btPriFDMb8Gn8OTws6lTM8OjBRHvd6/MLXdxUODrzt3hNd3ViA7qLGUGn/qjGY1Wr/5+u7qnd4wtfjDuv8ISrt7HI2uq6+hnkYgzf8TeH0YJaLRKeH+7byS7wOhUFvZdGM/nXe5h2iqxvVIw5PxHwAXa1Wof1379gdvLcN5cFUTH+b2XvhLcwExCfKXnm+db4fPb7zjn8jbm/KFX5DvQ89hTAF/dSf0thGy58zPBkdM9uE14cOdlifgihGarYR/zh6J+TiTEbHgHqAX/n6HrtD8762K7pRay/wc+t1+U7tI+j/3cV4TSu1qV6P8NvKUnT59sLEwotTXVsZhEngTrIed6Hdl9nApJJXNQLnWK/96WHb0dfwaolXW+ehhLmNQzCIwxMxdgfvb4QGcKR1TnIHDyaqcTGltm+rx4To/Y3g98WkUXpfzxSdA7gN02VfXPKqGWiTthWzZaE3/I1YbaIz4o+js0JGAmeWvOr8gqu9rziBavSwtRiH7nrDxXYAP4jOKitOdR08BKFHNLajclRjBGZFkv/BQT3a1Xe/X5VNdHq8jZncLj0lfjp6OustzMYg3vDvDHdh8niSHuURhydCmjDm3V8j3Ru9ywL4eeCA3UgnEcV//APopZ4HUmpfjVPRLksb5qEU3ni3dX4VL0mYNtEa8Z9Z53+g1L4adof2G8wDCr1h6/FXX5+OTo8+9MgV4NKSV33MOvvv4O1Herzg+ZOb0Q+KhHLj6qB4Ef1/1gh8pugVE9DPi+pDT1l4ZwJ6XVEvyY5ogM4B7EX/4uJ5XuegYzQv4ifWDdXUDYgyHxKM7fgc+lfvSaEz7H3zRTCRZ+9bWULUg2n/iMMTIeejXZaV+G1mx6FHJW/h9inphbSivfEGzMMHwmMn8BPr9RVFr7jYOt+HnzlnME/Q8TemiS7CA3qU9iJ6QvOSPf7agOng/UW7wOjh/ZGSYIxWNHrMR09WzaHYw2anoydvd2HWuXljX/QUIqSjftxknb9CsUdN/IN1fgo/8Qgwjyp+gWoGB+PRmWLhsg7TCi4reoUd6/DvDNt6+Gsr0daNX6Kt9zhMTTAMp9q8UEiXHv4RhydCvmCdb/V9h+o6eIXp1A4td2Fg3IheejsbE33QtAAftl7HpYe9beOBlBo3Bc13rPOXGdhtnItOSm3F7/47TcAx1mt/RsvW47CyVwXFW8D/Wq8v3+Ovdlu5Dy9bwhUy0zq/islO8oa9J1Q0etyDXtE3loF5b3XosT3AT33fv7oObSNGxWhsh91WPsLAuMERaIvSi4kTeqc6PaKtG91oWwrwdQamCFyMHki/CDzv6/77ozcr6cFvZmm0elSHkgPV3NyslFKqubk5lPsfD0qB2glqH9/3eVDp23zJdzl+YZXjXyPT9idWmX/teP/frXL8yfd96xVst+59qO/ybbLKcVQkWtQpeMMq8+cdf3vaKse/+773bOu+b/ou33FWGdZFVjcOt8q8W8Hk/vf3QbcTBWqG73tfb937Vt/l+4ZVhjsi0+PLVplfU1Db//6HrHKsB9Xo+97PW/f+qO/yLbTK8Q+R6fGwVeYfON7/gVWO+3zfd5R1X6VghK977AVqt3WTUZFoMUTBJqvMH+p/vwbUa1Y5PuP73h+z7rvEd/nOssrw18jqhvPw0H/HU8CkHWE7PD+zKsTtvu/RoGCz0rc51nc5rrLK8bPItJ2sdIemFExVgKoH9bZVjgt83/c91j03KqjxXb6nrHJ8PDI9vmCV+w0FgxSgjrbK0A2qxfd9r7bue4/vsu2NMeIjI9PDduJ/2v/e160yPFfVff9s3fdi3/f4oFWO5yPToknBBqvcF/S//7hVjut833e4gl7rvuN8l2+eVY7/ikyPk6wy71QwXgFqKKitVjlm+77vh637vlRV+WxH45TI9LjWKvdflG3z3m+VYTO6/fq774+s+97ou2yTrHLsQtv3aPQwhzg84Qnm+RiFGbEe5/s+pyt9i7Wqmg5+rlWOpZHq+wur7L9XgDrXKkMbqAbf9/yedc+7qirbfKss10emxV7W/6FScKUC1I+tMtxT1X1ftO55UVXl+xvVdiZejxlWuXcrOF7VglplleGTvu85zrqnUnZH6ec4EBOVrYtMj29Y5X5TQZOaYpWhF9T+vu/5CeueL1ZVts9ZZXk4Mi1Q8JRV9nsVoL5oleGlqu75c+ue/11V2X5lleVLkWkxSkGnVfZPKkD91irDjb7vWatgnXXP9/suWw2oTqssUyKtH/oQhyc8wTwf37EqwuKq7nOr0reZX1VZ4jHiE5WZfvqY+qtVhmuquudq635zqypbPEb841bZt6ux7K92WWV4r+/7HWrdr0vp0bz/sj1A1EYcBT+zyv8X9TFqlQK1AT1t4O9+X7Tu93RV5arBRBOiM+KDFbxulf96dYf1/Q9Udc/fWvf796rK9l6rLG9FWjeOUXZ0qp5T1GqrDJ/3fb9GZZyGGVWV7RqrLD+JVI9/scq+Xh3BcKXQUdlDfN9vlnW/jUqnCfgv2yJLj/Mi1UMf4vCEJ5inYySoDsuIn+n7PnUK3lGgFJxSVXlq0OFPBeqYSDX+NwVKNbJObWGo2gJqhO97HWtpsVXpDsJ/uezcqnci1QIFTypQ6hjuVwrU76u611WWHg9XXS57yvPnkWoxWsEWBUpdw2eVAnVFVfezowJfrrps9pTnRZHqcZZV/i71MocqBWq673sNU9oRVgqmVFWuIehIkwI1LlI9/p8CpUbwsuqiQb0NarDve33Q0mJN1eWypzxfjFSLeqWn4pQ6g3lKgfrfqu43z9LjtqrLZk95fi9SPfQhDk94gnk6zuZSNZ2/qD+xVxX3OUOBUtrpqau6TI/om6kvRKrxIAUrFCh1MT9V36zqXjdZetxbdbkaMNON/kdJfo4jFPQoUOrnfEy9p6p7vWTp8cmqy3WKpcWqSLVAwaUKlBrGZrWYg1ST7/tMUCZnbL+qy/Vflh7/E7keOrdpBovUvTRUcZ9PWlpUl69iH89bepwbqRbDFLQrUOoKrlOfq+pe91h6fK/qco2ytNgNalikeuioTA271aPMqcJuNShos/Q4vepyfdzSY1GkWuhDHJ7wBHN/T0ao0db86Piqck2eVgTUSMGM4qsbGXg/TmOWqrXC04P5Z5/3GaVgm6VH9Y0U4hrFoz7ItxQo1cg2pR0gP/eZa2nRqaqdzoL4RvGN1KnpVj0fyQsK3wMEe8T6RCDlmmtpsTziunE4E9Vwa1XOPtzi8z61yh5kwOWBlCuuUfwHOdf6HUrV8UGf9zlYmeTtdwVSLjvn7X0R63EGP1ag1BDWK/+O/WctLVoVVTnV+phkadFFNasJ/R3i8IQnmKfjAGapWmskD1f4uMfJ1md3KmgJpEwnE/1c/D6g2kFdz+XW7+lSeqWV13vZy42fDaxs9ij+tgj1OAVUL7VqDo9Zv2elgn193MtebnxtYGWzR/HnR6jHf4F6m3FqZP+I827lPTl/PwW7rM/PCqRco+nPflb7RqRFHahnQf2WM5X5ej/ROztXbIOCYOyaPYr/S4R1YyKobaC+wo3W79mi9JYGXu/1M+vzvw2sbHaO1bUR6vExUDsYrI5hqfV7lii9ws/LfQYpPa2nlI6uBlO2tZYeJ0WoB4jDE6ZgPo7PK/oN19c8fK5RmQ7N7yhvz2MvUDusAh0Zkb63Y+a7a7jP+k2dCk7wcJ/JykR3zgqsbKdaZVuLznEKW4u9QP3d+s7r2VeZBOwXlc5ncXuviwt03Cew8t1glS2q/WfeBarH+s6ZzFL0DxBuV4X70VQ+/tf63B8CLd8LVtkujEiPf7G+bzOoIVxj/abdytsKvKHKJD/7GWgVP1owDuDoiPR41Pq+J6hXJj+rXcGRHu5zvDLRnemBle0frLJFtXXBvuj9mBSoLzBJ6WRjpeBPyptTe4X1uVal+5lgynenVbbvRKSHfYjDE55gPg89faGP/1LuMuLnW9evV0FFd+zjQasw/xaBtrZDsRt7I7m9lZ5yUEqv3vqwi/vspczS62A7tEGYJZXHRqCH7VCsQU8haUfubeu3vargMBf3OUrBDuszwXVooEdnCp3IXRuyFnXoLRIUqHv73z9PGafnPqU770r3sgcVPara1TcDj2ut8lW3bYC740BQ263v+xQoHeWy7cBuBV9X7iJfD1ifWaX0pnXBlXGJVb6LI9DjH63v2omdYzdCwXPWb3tHuVvEMVLpZf5Kaac4uPLti9m7ar8I9LjL+q5l2Ft6HKfMhoRLlF4RW+k+s5Vx/i4OtHznWeV7OQItCg9xeMITrIrD9qrtKZmjS1zXoHRExzZy7wu8LJ8hmtD0OEyY8/uOvw1W8LsCPW5TpaMbY5XZSG6tgjGBl/M+qyD/GbIeZ2AM5BmOvx2kTIh5h4KvqNIjrxOV2TvjYVXNvkzFjjrMDtRhh6a/a33PRgZGDM5R0G39xlWq/B4hXy649quBl3GGVcYtVLM6qPIxGONM7Llq7/vW71MKHleFO1M7jyZl9pnZpYKMZtiHvUv6gyHXjUMtzRWoyx1/G6ZgcYEe31Ol89cOUbDMum6FCmpqr/Cwd0m/NGQ9PmF9Ty8DB2bvUmbDyi1KT3+WWtxyljIb2N4eeBmHYaK1h4asR+EhDk94glV5nKeMR64ULFB6990TFMxRep+FVwv+HrwBB73CoMv6krAeq9CIMeAvQpGVNw0KrlNmVc1OpR2ff1A6v+d0pY2ZHbbdrOC9oZT1o1Y53ya8/YkKDfiPil4zRsEjBf/3a5XOWTpLaSfnXKVXmdjRj2UqyKmswuNWwp/WskfvilKrft6t4O8FejyndITjZKVzdD6tTEK/7TQHX84azGaIYU5r2aP3DegE0D2v+YwyU7q7FfxKwT8r3SbmKL09wSrr791Kt6Nw6rFCd2xhJbYPB7XC+p6nKLZ7794Kfljwf9+pdCTsPKVtxweUfiSFvefOOuUv76fyYW+G+NcQ68YM6N+vq/j+ZQcoMyhUSu/kfo3SNvREpXfu/nXB359S/hcGlD/szRCjnNYShyc8wQI4xik9CrPDisWOTQrODLUc9nO15odw71pQd2MM+AFlrz9BwaIyWigFLygdBQlHiwZ0UrVC768R9P1H4jTgpXeYrlG6E7OjPaWOO5U2+uHoUfjsN//7JZU+3ovZDuBbZa8dovSW93ZHX+zoUnqzwXC0ALOy8amQ7n8lxomYXfbayQp+U6FutKqwBgb2Ya9svCqEew/C5O2sptKzqs5U2jaU02OhCjoloPAYganLx4dw/4mYKPkDlMszrFM6R7S9gh43qyBWZZU67P2J2q3/yzDroX2IwxOeYAEeExV8U+lpiTcULFc6XP3PKozQ68DD3nNlB6jxAd63DpO81gNqjuvPnqB05/ZnpRMun1f6sRQfUEHsP1TpsFdr/YVgk5fHoLfCV+i8HXcPG6xXelT2E6Vzl1Yq/Qyd76ugltRWOuzVWv6f4VT8OAmzg/EDrrXeV+lpvvuUfrjmy0onal6uqnk+lNtjHCYiOjvge1+B6Y0ucf25w5XOC3xc6bbyotJ25B9UmI6wfdirtTagn28V1H0Ho3c9V+iVWUe7/uz7ld6g8FkFf1PwV6VXZZ2igp7yLXb8zCrzbwO+70HQv7v0i9g5f5WOwUpPa92h4BWlZwyWKB0trm7zSTdHHag3rTJ/MeTvsg9xeMITLFOH/QTk2wO63xBQ91v37Ab1kQT8RrfHKEzy8scCuudkTGTnbevfcf9Ot8fZVrm3g5oQ0D0/hEnKfYxqHh8R/XGLVe4lBJPMXYt57IyCKjfjjPaoA/WKVe6gnkO3L6g/YOpcdA/lrP44GJO7cnJA95yGecjyq0S9u3V1h50j2k44EeKBhzg84QmWqcNOyFTozqiaex2Ozs5X6NHw3AT8Pq+HPXWxkepXXXwEVAcmNH9gAn6f18OeuniS6jr5BnTHqKzjIaLfnKzaY0zB/2e1Uzmj0Q6frcdlCfh9Xo+5Vtl7qeY5cPqYgYlkdII6MQG/z+thb8q4Bp2DVM29PoPJ2VlOdFsABHXUYxziX0bwfeLwhCdY5g57lLkVf4arCZ2HYYf83wb17gT8Lj9HA3rTN4U2NO6mn5zH/pgnKSu0szAmAb/Nz3EgJur1M/w5PbMwU3oKvUvvnkmo6TgutH7DbvSqGa+frwP1WcwquG2gLkjA7/J72BvvrQd1hI/PDwf1/zArF1eCmpqA3+XnGILZeflp3E4/OY8p6BV6yjp+TdSPrQjuOBYd5VeEn8AsDk94gmXuaAC1AJOk+mXcdUjjQH0DvV+Lso4HSd9oZOAxCRNKXoPeR8jN596FXt1kN/Ju9B4uae3c7WMuJlz/BO4iVfWgPoDTeLcT9TOYwjm+X/CbbgTV7OIzw9COzt8LPvscOioa9++p5hiCGSB0oB/P4iYn6wB0bpgdMVPoVWpB5gPFcRyFcWZfwX0S83vQ+zzZjt929AaUUWyEGubx6YL/3/vQG1eG8T1u++8a60XuaW5uprOzk6FDh7J169a4ixM5ewH3AHOtf68B/hd42nq9ExgCTALeBZwMnADUWdf/Hbgc+FVkJQ6XQ4CHgMnWvxcD9wF/AdahG80I4GDg3cBpwGEFn38C+ArwcjTFDZ1zgDvRdaAHeBB4GHgJ2AjUA2OBQ9H14v3AaOuz3cBtwDeAzZGWOhxqgBuAr1n/3gj8AvgDuh10otvTRGAqMAuYAwy2rn8H+DbwA2B3ZKUOjxHAA+jfCbASbUsWAW+i//+bgQOBY9FazCj4/IvAV9H6ZYHpwG+A8da//4DW569Au/XeSLSNeQ/wPrQ2Ng8A/wKsjqCsUfBpYD4wCNiG7mOC/r/20n/H7gUm4chzhKfw+CyoNsquaXQcC9ErNsLauybOYwiomzFTdZWOneil/mmdzqt0TAb1O5daKHQ9+h7R7EAbx3EmOpnUrR7L0dHTvRNQ9qCPOlBfRz8Ow40Wveio8lzSH8UodowE9VPMg3grHVvRC0fC2hMt7mMa+inq7xDOFJ1EeDyS9whPIXsBZwNnoqM544BGYAc62rMSeAp4nOyMQsrRApwPzEaP2EdZ728F3gCWA0+i9eiIvniRcxRwHnp0ehCwDzrqsxF4HViC1uNPQG88RYyMOnTE4kPAccB+6ChYF9AK/A34MzritzyeIkZKM/BhdITvGHTbqUPbjtXAq8BC4DF0pDTr7A9cgI5+HQbsC/Sh7cQb6KjPQnT92BFTGaPkILSNCBq3/bc4PBbi8AiCIAhC+nDbf9dGWCZBEARBEIRYyJTDc8kll7Bq1Sp27tzJ4sWLOe644+IukiAIgiAICSAzDs95553HjTfeyDXXXMO0adNYtmwZCxYsYNSoUZU/LAiCIAhC5ok9gzuIY/HixeqWW24x2dg1Nertt99Wl19+eaBZ3nLIIYcccsghR3IOt/13JiI8DQ0NTJ8+nSeeeKL/PaUUTzzxBDNnziz6mUGDBtHc3Ow4BEEQBEHIJplweEaOHEl9fT3t7e2O99vb22lpaSn6mSuvvJLOzs7+o7W1NYqiCoIgCIIQA5lwePxw/fXXM3To0P5j/PjxlT8kCIIgCEIqqY+7AEGwYcMGent7GTNmjOP9MWPG0NbWVvQz3d3ddHd3R1E8QRAEQRBiJhMRnp6eHpYuXcqcOXP636upqWHOnDksWrQoxpIJgiAIgpAEMhHhAbjxxhu54447eO6553j22Wf5yle+QlNTE7fffnvcRRMEQRAEIWYy4/D83//9H6NGjeJb3/oWLS0tvPDCC5x++umsX78+7qIJgiAIghAz8iwtC3mWliAIgiCkD3mWliAIgiAIgoU4PIIgCIIgZJ7M5PAEhey4LAiCIAjpwW2/LQ6PhS2Y7LgsCIIgCOmjubm5bA6PJC0XMG7cuMATlpubm2ltbWX8+PGSDB0ionN0iNbRIDpHg+gcDWHr3NzczNq1a8teIxGeAiqJVQ1bt26VxhQBonN0iNbRIDpHg+gcDWHp7OaekrQsCIIgCELmEYdHEARBEITMIw5PyHR1dfEf//EfdHV1xV2UTCM6R4doHQ2iczSIztGQBJ0laVkQBEEQhMwjER5BEARBEDKPODyCIAiCIGQecXgEQRAEQcg84vAIgiAIgpB5xOEJmUsuuYRVq1axc+dOFi9ezHHHHRd3kVLNiSeeyIMPPkhraytKKebOnbvHNddccw1r165lx44dPP744xx88MExlDTdXHHFFTz77LN0dnbS3t7OAw88wOTJkx3XNDY2Mm/ePDZs2MDWrVu57777GD16dEwlTief+9znWLZsGR0dHXR0dPDMM89w+umn9/9dNA6Hyy+/HKUUN910U/97onX1XH311SilHMerr77a//ckaKzkCOc477zz1K5du9TFF1+sDjvsMPU///M/atOmTWrUqFGxly2tx+mnn66+/e1vqw996ENKKaXmzp3r+Ptll12mNm/erD74wQ+qI488Uv36179Wr7/+umpsbIy97Gk6HnnkEXXRRRepww8/XB111FHqoYceUqtXr1Z77713/zU/+MEP1Jo1a9TJJ5+spk2bpp555hn19NNPx172NB1nnXWWOuOMM9TBBx+sDjnkEHXttdeqrq4udfjhh4vGIR3HHnuseuONN9QLL7ygbrrppv73Revqj6uvvlotX75cjRkzpv/Yd999k6Rx/CJl9Vi8eLG65ZZb+v9dU1Oj3n77bXX55ZfHXrYsHMUcnrVr16p//dd/7f/30KFD1c6dO9X5558fe3nTfIwcOVIppdSJJ57Yr2tXV5c699xz+6859NBDlVJKzZgxI/bypvnYuHGj+qd/+ifROISjqalJrVy5Us2ZM0f98Y9/7Hd4ROtgjquvvlr99a9/Lfq3JGgsU1oh0dDQwPTp03niiSf631NK8cQTTzBz5swYS5ZdDjjgAMaOHevQvLOzkyVLlojmVTJs2DAANm3aBMD06dMZNGiQQ+uVK1eyZs0a0dontbW1nH/++TQ1NbFo0SLROATmz5/Pww8/zO9//3vH+6J1cBxyyCG0trby+uuvc/fddzNhwgQgGRrLw0NDYuTIkdTX19Pe3u54v729nSlTpsRUqmzT0tICUFRz+2+Cd2pqarj55pt5+umnefnllwGtdVdXFx0dHY5rRWvvTJ06lUWLFjF48GC2bdvGOeecw6uvvsoxxxwjGgfI+eefz7Rp04rmUUp9DoYlS5Zw8cUXs3LlSsaOHcvVV1/Nn/70J6ZOnZoIjcXhEQShLPPnz2fq1KmccMIJcRclk6xcuZJjjjmGYcOG8ZGPfIQ77riDWbNmxV2sTLHffvvx/e9/n9NOO00eIREijz76aP/r5cuXs2TJEtasWcN5553Hzp07YyyZRqa0QmLDhg309vYyZswYx/tjxoyhra0tplJlG1tX0Tw4brnlFs466yxOPvlkWltb+99va2ujsbGxf6rLRrT2Tk9PD6+//jrPP/88//Zv/8ayZcv48pe/LBoHyPTp0xkzZgzPP/88PT099PT0MHv2bL70pS/R09NDe3u7aB0CHR0dvPbaaxx88MGJqM/i8IRET08PS5cuZc6cOf3v1dTUMGfOHBYtWhRjybLLqlWrWLdunUPz5uZmZsyYIZr74JZbbuGcc87hlFNOYfXq1Y6/LV26lO7ubofWkydPZuLEiaJ1ldTW1tLY2CgaB8jvf/97pk6dyjHHHNN//OUvf+HnP/85xxxzDM8995xoHQJNTU0cdNBBrFu3LjH1OfbM7qwe5513ntq5c6f6xCc+oaZMmaJ+9KMfqU2bNqnRo0fHXra0Hk1NTeroo49WRx99tFJKqa985Svq6KOPVhMmTFCgl6Vv2rRJnX322Wrq1KnqgQcekGXpPo758+erzZs3q5NOOsmxxHTw4MH91/zgBz9Qq1evVrNnz1bTpk1Tf/7zn9Wf//zn2MuepuO6665TJ554opo4caKaOnWquu6669Tu3bvVqaeeKhqHfBSu0hKtgzm++93vqpNOOklNnDhRzZw5Uz322GNq/fr1auTIkUnROH6Rsnx84QtfUKtXr1a7du1SixcvVscff3zsZUrzMWvWLFWM22+/vf+aa665Rq1bt07t3LlTPf744+qQQw6JvdxpO0px0UUX9V/T2Nio5s2bpzZu3Ki2bdum7r//fjVmzJjYy56m4yc/+YlatWqV2rVrl2pvb1ePP/54v7MjGod7DHR4ROvqj3vuuUe1traqXbt2qbfeekvdc8896sADD0yMxjXWC0EQBEEQhMwiOTyCIAiCIGQecXgEQRAEQcg84vAIgiAIgpB5xOERBEEQBCHziMMjCIIgCELmEYdHEARBEITMIw6PIAiCIAiZRxweQRAEQRAyjzg8giAIgiBkHnF4BEHIPDfeeCP3339/3MUQBCFGxOERBCHzHH/88Tz33HNxF0MQhBiRZ2kJgpBZGhoa2L59Ow0NDf3vLV68mJkzZ8ZYKkEQ4qA+7gIIgiCERW9vL+9973t59tlnOfroo2lvb2fXrl1xF0sQhBgQh0cQhMyilGLcuHFs2LCBF198Me7iCIIQI5LDIwhCpnnXu97FsmXL4i6GIAgxIw6PIAiZ5phjjhGHRxAEcXgEQcg2Rx55JC+88ELcxRAEIWbE4REEIdPU1tZy6KGHMnbsWIYOHRp3cQRBiAlxeARByDRXXXUVF198MWvXruWqq66KuziCIMSE7MMjCIIgCELmkQiPIAiCIAiZRxweQRAEQRAyjzg8giAIgiBkHnF4BEEQBEHIPOLwCIIgCIKQecThEQRBEAQh84jDIwiCIAhC5hGHRxAEQRCEzCMOjyAIgiAImUccHkEQBEEQMo84PIIgCIIgZJ7/D/62DrgOEGYRAAAAAElFTkSuQmCC", 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", 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", 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" ] @@ -274,9 +271,7 @@ "cell_type": "code", "execution_count": 7, "id": "5c43792b", - "metadata": { - "scrolled": false - }, + "metadata": {}, "outputs": [ { "name": "stdout", @@ -473,7 +468,7 @@ "outputs": [ { "data": { - "image/png": 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", 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tvxJCpCoNsP777z+Z6uvp6aFJkyZiS2Y//fQTCgoKsG3bNmhoaKCgoAADBw7ElStXEBoaio0bN4LP52POnDm4ceMGbGxscP/+fQBA165dcfXqVSQlJWHDhg1QU1PDxo0bkZiYKHb+BQsWICIiAhcuXEBRURG++uor7N27F1wuF+7u7gAAZ2dn/Pnnn8jKysIvv/wCAMK2WrRogX///RdaWlr4448/8PHjRzg4OODChQuYNGkSzp8/X+l1yaNDhw4AgI8fPwrz1NTU4Ofnh1u3bmHZsmXIyckBAPz111+YPXs2PDw88Mcff8DExAQ//PADevTogX79+qGoqAhHjhyBg4MDhg8fjkuXLgnbNDAwwKBBg7Bx40a5+lfekSNHMHz4cAwdOhQvXrwQKw8KCoK9vT2OHj0qXJoHgMePHyMtLQ07d+7E8ePHcfnyZWRlZYkcq6uri2bNmonkMcaQkpIi/O7j44P+/ftj3759iIqKgp2dndQl9IyMDERHR6Nfv37YuXNnta6bkLpE5dOFlChRqp1p06ZNjDHGtLW1xcoYY2z//v2sWbNmTF9fn1lZWbFr164xxhhbvHgxA8BsbW0ZY4y9fPmSNWzYUOT4Z8+esStXrojkNWzYkEVHRzM/Pz9h3rlz51hOTg4zMjIS5pmamrLCwkKx5dfy5wDArly5wl6+fCmSJ2351c3NjTHGWL9+/YR52traLDo6mr169Uq4vFrRdUlKpUuMgwYNYs2aNWOtW7dmU6ZMYUlJSSw7O5u1atWKAYLlT8YY+/XXX0WO79evH2OMsenTp4vkDxs2TCSfw+Gwt2/fshMnTojUc3Z2ZsXFxaxdu3YV9rOi5VcAzMLCgjHG2Pbt24V5AQEBYmMpaWne2Ni4wuVXSXJzc4X1xo4dyxhjbNmyZcI8LpfLAgMDGWOMOTg4iPXX19eXRUREqPz3iBKlmko0U0cIkapZs2YoLCxEdna2xPJvvvlGeFM9AOTm5mL79u1iMyOenp7Iy8sTfu/evTs6d+6MLVu2iM3OXL9+HbNmzQKHwwGHw8Hw4cNx/vx5xMbGCus8ffoUfn5+GD16tMixZc/RuHFjNGjQAIGBgRgxYgQaN26MjIyMCq931KhRuHfvHm7fvi3My87Oxv/+9z9s3boVXbp0QUREhNTrqsz169dFvr9+/RozZ87Eu3fvRPL37t0r8n3y5MlIS0vDtWvXRMYrNDQUmZmZGDhwIE6cOAHGGI4dO4Yff/wRjRo1Es6GzZw5E//++y9ev34tc18lKW1PR0enWu1I4ujoiOfPn4vkFRcXCz+PGjUKhYWFImPD5/Px559/4ssvv5TYZmpqKnr06KHwvhJSW1FQRwipsvPnz2P37t3C7S8iIiKEy4Vllb9/qvSerNLlOUl0dXWhoaEBLS0tiUt9z549Ewvq+vbti40bN6JPnz7Q1tYWa6+yoM7Y2Bj37t0Ty4+KihKWlw3qyl4Xl8tF8+bNRY5LSUlBYWGh8Htp4FJUVITExEQ8e/ZMbK+9wsJCxMXFieR16tQJenp6SEpKktjvstuieHl5YdWqVbCzs8ORI0fQuXNn9OrVC99//32F1y6LRo0aAYDI06+KEhISgtDQUKnlxsbGSEhIEPsfjGfPnkk9hsPh0F6G5JNCQR0hRKqPHz+iQYMGIrM+ZcXFxYnNPklSfrsOLlfwjNayZcvw6NEjicdkZWVBQ0ND5r62b98e169fx9OnT7FkyRLExsaioKAAo0aNwpIlS4TnVKSy12VkZCQ2EzZgwAAEBgYKv1cWuABAfn6+WCDC5XKRmJiImTNnSjymbLAXFRWFBw8ewN7eHkeOHIG9vT3y8/Nx6tQpWS9Lqq5duwKo2jYjqtCkSRMkJyeruhuE1BgK6gghUpU+LWliYoInT54orN3o6GgAgpvZKwoKk5KSkJOTI/K0ZanPPvtM5PtXX32Fhg0bYuzYsSJLtQMHDhQ7VtrszZs3b8TaBQBTU1NhuTTv37/HkCFDRPLCwsKk1pdHdHQ0hgwZgtu3b8u03Ovl5QU3Nze0bNkSM2bMwKVLl5CWllbtfsyaNQt8Ph/Xrl2rdlvyevPmDQYPHgxtbW2R2TpJP69SJiYmCvsZEFIX0JYmhBCp7ty5AwDo1auXQtsNDQ3Fy5cvsWzZMrFlUgDQ19cHILhnys/PD+PHj4eRkZGw3NTUFMOHDxc5pvT+q7JvPWjcuDHmzJkj1n52drbIViClLl++jN69e+OLL74Q5mlpaeG7775DTEwMIiMjpV5Tfn4+rl+/LpIUEUgBwKlTp6CmpoaffvpJrIzH40FXV1ckr/T+ul27dqFDhw44evRotfuwcuVKDB8+HCdPnlTJTN3ly5fRoEEDLFiwQJjH5XKxaNEiifUbN26MDh064N9//62pLhKicjRTRwiRKiYmBk+ePMGQIUPg4eGhsHYZY/jmm29w5coVREREwMPDA/Hx8WjdujUGDhyIjIwMjB07FoDgHa8jRoxAcHAw3N3doaamhkWLFiEiIgIWFhbCNq9evYr8/HxcvHgRf/31Fxo1aoRvv/0WHz58QKtWrUTOHxoaigULFmDt2rV4+fIlPnz4gICAAGzduhXTp0/HlStX8McffyAlJQUODg4wMTHBxIkTVXZ/VlBQEPbt24c1a9age/fuuHr1KgoLC9GpUydMnjwZTk5OOHv2rLB+cnIyfH19MWXKFKSmpopsb1IZNTU14TJvw4YNYWxsjLFjx8LCwgI3btyQukdgdY0cOVI4I1rWv//+i5iYGFy8eBG3bt3C1q1b0a5dO0RGRmLChAliAW2pIUOGgMvlwsfHRyn9JaS2UvkjuJQoUaq9ydnZmWVkZIht3SFp24ryqXTrj4kTJ0ost7CwYGfOnGFJSUksNzeXxcTEsL///psNHDhQpJ6NjQ27f/8+y8vLYy9fvmTfffedxDdKjBkzhj169Ijl5OSwV69eseXLl7PZs2czxhgzNjYW1mvRogW7ePEiS09PZ4wxkS05TExM2KlTp1hKSgrLyclhd+/eZaNGjZLrusonWd+aUNmWIt988w27f/8+y87OZunp6SwsLIxt3bqVtWzZUqzupEmTGGOM7du3T+afdemWKqWysrLYq1ev2OnTp9mECRMkvjFDmVualN+qpEmTJszT05OlpaWx1NRU5unpKdxmpfyWJidOnGBBQUEq//2hRKmGk8o7QIkSpVqcGjduzJKTk9ncuXNV3hdKsqfSfd369++v8r4oM5UGi2WDOgMDA5aTk8PGjh2r8v5RolSTie6pI4RUKCMjA7/99huWL18ucr8aqd2+/fZbREdH49atW6ruSo1zdnbGkydPcOHCBVV3hZAap/LIkhIlSpQoKSZNnTqV/fLLL4wxxhYtWqTy/ig7SZqpo0TpU030oAQhhNQjf//9NzIzM3HgwAHh+24JIZ8GDgTRHSGEEEIIqcPonjpCCCGEkHqAgjpCCCGEkHqA7qmrAa1atVLKC7AJIYQQUr/p6Ojg3bt3MtWloE7JWrVqhfj4eFV3gxBCCCF1VOvWrWUK7CioU7LSGbrWrVvTbJ0C8Hg8DB06FNeuXRO+65MoBo2t8tDYKgeNq/LQ2CqPPGOro6OD+Ph4meMHCupqSGZmJgV1CsDj8ZCbm4vMzEz6D42C0dgqD42tctC4Kg+NrfIoc2zpQQlCCCGEkHqAgjpCCCGEkHqAgjpCCCGEkHqA7qmrBdTU1GBoaAgul2LsyvB4POjr68PY2Jju81AwGlsBPp+PhIQEFBUVqborhBAiFwrqZBATE4OMjAzw+XykpqZi0KBBCmu7RYsW2LJlCxo2bKiwNus7TU1Nhf4MyP+jsRXIy8vD2rVrkZSUpOquEEKIzCiok1Hfvn2RnZ2t0DY5HA6++eYbZGVlYdu2bcjPz1do+/WVjo4OPUmsJDS2gIaGBubPn49vv/0WLi4uYIxej00IqRsoqFMhPT09mJqawt3dHc+fP1d1d+oMXV1dpKenq7ob9RKNrcCpU6fg6OgIXV1dpKWlqbo7hBAik3p/E5eNjQ0uXLiA+Ph4MMYwbtw4sTqOjo6IiYlBbm4u7t69CysrK5FyxhgCAwMREhKCGTNmKKxvOjo6AIAPHz4orE1CSPWV/k42btxYxT0hhBDZ1fugTltbG2FhYVi4cKHE8ilTpsDNzQ0bN26EpaUlwsLC4Ofnh+bNmwvr9O/fH7169cLYsWOxZs0adOvWTSF943A4APBJ35ROSG1U+jtZ+jtKCCHiuABsAUwr+VP1IVW9X3719fWFr6+v1PIlS5Zg//79OHz4MABg/vz5GD16NObOnQtXV1cAEL5v7f3797h8+TIsLS3x5MkTie2pq6tDQ0ND+L10No7H44HH44nULf+96rQAlN7vpw0gR0Ht1j6l/8hyOBy610nBaGzFSfq9rWo7XC5Xgb/zBKBxVSYa24oxNh58/g4ARmVyY8HlLgaHc77CY+UZW3nHv94HdRVp0KABevbsCRcXF2EeYwz+/v7o06cPAEBLSwtcLhdZWVnQ1tbGoEGDcOrUKaltrl69Ghs2bBDLHzp0KHJzc0Xy9PX1oampCR0dHejq6lb5OhjTQkaG4HPjxrrgcBpUua2aMGPGDLi4uMDY2LhKx2trayu4R6QUja2Ajo4ONDU18eWXXyI5Obna7fF4PFhaWoLD4dDMvALRuCoPja10CQl9EBq6WkJJa/D5p9GzpwsMDe9IPV6esdXU1JSrb590UKevrw81NTUkJiaK5CcmJsLU1BQAYGBgAG9vbwCCH8T+/fvx4MEDqW26uLjAzc1N+L30ZbzXrl0Te6rQ2NgYgwYNQmZmZjVvTv//vxQZGZ8DuAaAX432Kqevr49NmzZh9OjRMDAwQGpqKsLCwrBp0yb8+++/FR7r4eGBM2fOCK/ZwcFBOFPK5/Px7t07XLt2DStXrhTbUqJ0NikjI4NmkxSMxvb/6enpITc3F0FBQXjz5k212+PxeGCMwdfXl/6BVCAaV+WhsZWMMS74fHcADOLLrVwAfISG2oPL3QAOR/K/w/KMbelqn6w+6aBOFjExMejevbvM9QsKClBQUCCWX1xcLPbDU8wvih2AP8p89wUQC8AJgLcC2pfs7NmzUFdXh4ODA169egUDAwMMHjwYzZo1q/TYvLw85OXlieSlp6fjs88+A5fLhYWFBTw8PNCqVSuMGDFCpF5psPGpBx3KQGMrTtLvbVXx+XyFtkcEaFyVh8ZWkv4QXXItjwugLfj8vgACpdaSdWzlHXvV39WnQsnJySgqKoKBgYFIvoGBAd6/f1+tth0dHREREYGQkJBqtVMxOwBnALQql9+6JN9OKWfV1dXFl19+iZUrV+LmzZt4+/Yt7t+/j61bt+LixYvCOvv27cP79++Rm5uLJ0+eYPTo0QAEM3OpqakibTLGkJiYiISEBPj6+uKPP/7AkCFD0LBhQ1y/fh1//vmnSH19fX3k5+fTRrmEEEJqkKGC6ynWJx3UFRYWIjQ0FIMHDxbmcTgcDB48GHfuSF8Pl4W7uzvMzc1hbW1d3W5KwQWwq8zn8mUAsFNCWfVlZWUhMzMT48ePh7q6ulg5h8PBlStX0K9fP9jb26NLly5YtWqVXP/HkZubCx6PBzU1NRw4cAAzZswQOZe9vT3i4+Nx48YNhVwTIYQQUrkEBddTrHof1Glra8PCwgIWFhYAABMTE1hYWMDISDB96ubmhm+//RZff/01TE1NsXfvXmhra8PDw6Na51X+TJ0NBFPA0n6EgilgQT3FKi4uxuzZs+Hg4IC0tDTcunULv/zyi3CrlyFDhsDa2hoTJkyAv78/YmJicOnSpQqfQi6rY8eOmD9/Pu7fv4+srCycO3cOAET2GJw9e7bwPjxCCCGkZgRDcIuTtPvW+QDeltSrefU+qOvVqxcePXqER48eAQB27NiBR48eYdOmTQAEO8cvW7YMmzZtwqNHj9C9e3eMGDGi2hsCK3+mTrVTwOfOnUOrVq0wduxY+Pr6YsCAAfjvv//g4OCA7t27Iy4uDi9evJC5PT09PWRmZiI7OxvPnj1DYmIiZs6cCQDIz8/HkSNHMHfuXACAhYUFunbtSkEdIYSQGsaH4J710s/lywDAWUJZzaj3D0oEBgZWuoHonj17sGfPnhrqkaKofgo4Pz8f/v7+8Pf3x5YtW7B//35s3LgR27Ztk7utjIwMWFpags/nIyEhQexBigMHDuDRo0do3bo1Zs6ciRs3buDt27eKuhRCCCFERt4AJkFwC1TZhybiIAjolPeQYmXq/Uydqih/+bX2TQFHRkZCW1sbjx8/Rps2bdCpUyeZj+Xz+YiOjkZMTIxYQAcA4eHhePDgAb799ltMmjQJhw4dUmTXCSGEEDl4A2gHYACA6SV/mkCVAR1AQZ3SKH/5VXVTwE2bNsX169cxc+ZMdOvWDe3atcOkSZOwYsUK+Pj4ICgoCEFBQTh79iyGDBmCdu3aYcSIERg+fHi1znvgwAGsWrUKHA5HuHcgIYQQohp8CLYt+bvkT9UsuZZFQV2dVjoF/K5cflxJvnICn6ysLNy7dw+LFy9GUFAQwsPDsXnzZuzfvx8//PADAGDixIm4f/8+Tpw4gcjISPz222/Vft3MiRMnUFRUhDNnziA/P18Rl0IIIYTUG/X+njpVcXR0xMKFC8HlKjtu9obgDRKlb6sYAWW/UaKgoABr1qzBmjVrpNZJTU3FvHnzJJZ5enrC09NT6ndp9PX10bBhQxw9elT+ThNCCCH1HM3UKYnyl1/LKhvABaM2TAErkpqaGgwMDLBlyxbcvXsXYWFhqu4SIYQQUutQUFcv5ADglKQcFfdF8fr164f379/DysoK8+fPV3V3CCGEkFqJll9JrVd+WxpdXV0V9oYQQgipnWimTklq5t2vhBBCCCECFNQpSc3eU0cIIYSQTx0FdYQQQggh9QAFdYQQQggh9QAFdUpC99QRQgghpCZRUKckNXpPXQMAG0pSA+WfjhBCCCG1DwV1hMiAMYZx48bJfZyDgwNSU1OV0CPpAgICsGPHjmq3M2jQIERGRtbAW1FkFxMTAycnp8orVmD48OF4+PChyDY5hBBSH9Se/1qTqiv7b1Pbct+VxMDAAH/88Qeio6ORl5eHt2/f4sKFCxg0aJDMbXh4eIAxBsYYCgoK8OrVK7i6ukJDQ0OkXvmASk1NDcePH0dcXBzMzc2FdYyNjRVzcQQA8Ntvv2HLli3g8wVvKHFwcABjDFeuXBGpp6urC8YYbG1tVdFNufn5+aGwsBAzZ85UdVcIIUShKKir68wA/FDm+ywAziX5SmJsbIzQ0FAMGjQIy5cvR7du3TBixAgEBARgz549crV15coVtGzZEu3bt8fixYvx/fffY+PGjVLra2pq4sSJE7CyskL//v0RERFR3ctRGjW1uru3d79+/dChQwecPXtWJL+wsBBDhgzBgAEDVNMxBTl8+DB+/PFHVXeDEEIUioK6uswMwBQAOuXyG5fkKymwc3d3B2MM1tbWOHfuHF68eIHIyEjs2LEDX3zxBQDg4MGDuHjxoshxampqSExMxNy5c4V5+fn5SExMRFxcHHx8fODv74+hQ4dKPK+uri6uXbsGQ0ND9O/fH69fv5ZYT09PD0ePHsWHDx+Qk5OD58+fY/bs2VKvJyAgALt27YKrqys+fvyIhIQErF+/XqyeoaEhLl++jJycHERHR2PixInCMmNjYzDGMGXKFNy8eRO5ubkSZ4L09fVx//59nDt3Durq6lL7VOrLL7/EvXv3kJeXh3fv3sHFxQU8Hk9YrqWlBU9PT2RmZuLdu3dYsmSJWBvq6ur4/fffERcXh6ysLNy9e7fSWbVp06bh2rVryM/PF8nPzs7GoUOHsHXrVqnH2tragjEm8uYPCwsLkdnU0mXp0aNH4+nTp8jOzsbp06ehqamJr7/+GjExMUhJScGuXbvEln91dHRw/PhxZGVlIS4uDo6OjiLlixcvxuPHj5GVlYW3b99iz5490NbWFqlz8eJFWFlZoX379hWOAyGE1CUU1CmJ0p9+5QAYUeZz+TKUlCt4KbZJkyYYMWIE9uzZg5wc8ffMpqenAwAOHDiAESNGoGXLlsKyMWPGQEtLCydPnpTYtrm5Ofr27YuCggKxspYtWyIwMBAAMHr0aCQmJkrt4+bNm9GlSxeMHDkSZmZmWLBgAZKTkyu8LgcHB2RnZ6N3795YsWIFfv75ZwwZMkSs3bNnz8LCwgLHjh3D33//DVNTU5E6W7duxa5du2BmZgY/Pz+RsjZt2iA4OBjh4eGYNGmSxOssq1WrVrh8+TLu378PCwsLLFiwAPPmzcO6deuEdX7//XfY2tpi3LhxGDZsGAYMGABLS0uRdnbv3o0+ffpg2rRp+Pzzz3H69Gn4+vqiY8eOUs9tY2ODBw8eSCzbsGEDunXrJhLUVoWWlhZ+/PFHTJs2DSNGjMCAAQPg7e2NUaNGYdSoUZg1axa+//57TJo0SeS45cuXIywsDD169BCOd9mfFZ/Px48//ghzc3M4ODhg0KBB+O2330TaiI2Nxfv372FjY1OtayCEkNqGUVJe0tHRYYwxpqOjI1ZmbGzMvLy8mLGxsfxttwPDBhlSO8Vej5WVFWOMsfHjx1daNzw8nC1fvlz43cfHhx06dEj43cPDgxUWFrLMzEyWm5vLGGOsqKiITZgwQaQdxhjLy8tjkZGRTFNTk+nq6lZ4Xh8fH3bw4EGZrykgIIAFBQWJ5N27d4+5uLiI9MHd3V2kzp07d9iePXuEP0vGGPvxxx9F6jg4OLDU1FTWuXNn9ubNG7Zz506Z+7VlyxYWFRUlkrdgwQKWkZHBOBwO09bWZnl5eWzSpEnC8iZNmrDs7Gy2Y8cOBoAZGRmxwsJCZmhoKNLOtWvX2C+//CJ2ztKxTU1NZfb29hKvBQD79ddf2dOnTxmPx2O6urqMMcZsbW0ZAGZra8sYYyI/JwsLC8YYE/5dd3BwYIwx1r59e2GdvXv3sqysLKatrS3Mu3LlCtu7d6/we0xMDLt8+bJIv06cOMEuXbokdRwnTpzIkpKSxPJDQ0PZzz//LPGYav1uSkg8Ho+NGTOG8Xg8hbRHicaVxrbuJnnGtqIYQlKimbq6qpGC68lInicGDxw4gDlz5gAAWrRogZEjR+LQoUMidQICAtC9e3f07t0bhw8fhoeHB86dOyfW1j///IPOnTvj+++/r/S8e/fuxbRp0/Dw4UO4urqiT58+lR7z+PFjke8JCQlo0aKFSN6dO3fEvpuZia5xS5rd0tTURHBwMM6dOwdnZ+dK+1LKzMxM7Jy3b9+Gjo4O2rRpgw4dOkBDQwP37t0TlqempuLZs2fC7926dYOamhqeP3+OzMxMYbK1tUWHDh2knltTUxN5eXlSy11dXdG8eXORpXR5ZWdn49WrV8LviYmJeP36NbKzs0Xy5P05DB48GP7+/oiLi0NGRgaOHDkCfX19aGpqihyXm5sLLS2tKvefEEJqGwrq6qosBdeT0YsXL8Dn88WWHSXx8vJC+/bt8cUXX8De3h4xMTG4deuWSJ3s7GxER0fj8ePHmDt3Lnr37i0xUDhy5Ajmzp2Lbdu2YeHChRWe19fXF8bGxtixYwdatWqF69ev4/fff6/wmMLCQpHvjLEqbeVRNiAplZ+fD39/f4wZMwatWrWSu83qaNSoEYqKitCzZ090795dmMzMzCrcGiQ5ORlNmjSRWp6eng4XFxesX79eLDAqfVq27P8ANGggvoGipDGv7s/B2NgY//zzDx4/foyJEyeiZ8+ewr8v5e9hbNq0KZKSkmRumxBCajsK6uqqNwDSIZhwlYSVlL9R7GlTU1Ph5+eHhQsXSpzlKHtzfEpKCs6fP485c+Zg9uzZ8PDwqLBtxhh+/fVXbNmyBQ0bNhQr9/LywuzZs7Fx40YsXbq0wraSk5Ph5eWFWbNmwdnZGd99952MVyhd6UMgZb9HRUVVehyfz8esWbMQGhqKgIAAGBoaynS+qKgosVnGfv36ISMjA3FxcYiOjkZBQQF69+4tLNfT00Pnzp2F3x8+fAg1NTW0aNEC0dHRIqmi+xIfPnyILl26VNi/P//8E3w+Xyw4LA2Uyl5n9+7dK71eWVX0c+jZsye4XC6WLl2Ke/fu4cWLFxIDaQ0NDXTo0AEPHz5UWL8IIUTVKKirqxgA3zKfy5ehpFxa0FcNCxcuBI/HQ0hICCZMmICOHTvC1NQUixYtElsaO3DgABwcHGBmZgZPT89K2z59+jSKi4ulzsYdPXoUCxYswNatW7Fs2TKJdTZu3IixY8eiQ4cO6NKlC8aMGSNT8FWZyZMnY86cOejUqRM2bNgAa2tr7N69W6Zj+Xw+Zs6cibCwMNy4cQMGBgaVHuPu7g4jIyP8+eef+OyzzzB27Fhs3LgRbm5uYIwhOzsbBw8exO+//46BAwfC3Nwchw8fFs6UAYKZ1aNHj8LLywt2dnZo164drKyssGrVKowaNUrquf38/NC/f/8K+5efn4/169eLbQ3y8uVLvH37Fhs2bEDHjh0xatSoSoNwefTr1w/Lly9Hp06d4OjoiMmTJ2PXrl3Cc6urq2PRokUwMTGBvb095s+fL9bGF198gfz8fLG/r4QQUpdRUFeXRQE4BSCzXH5GSX714xiJYmJiYGlpiYCAAGzfvh3h4eG4du0aBg8ejAULFojU9ff3R0JCAvz8/JCQkFBp28XFxdi9ezdWrFgh9X6n06dPY9asWXBxccGKFSvEygsKCuDi4oLHjx8jKCgIxcXFmDZtWtUutoz169dj2rRpePz4Mb7++mtMnz5drmCxuLgY06dPR0REBG7cuIHmzZtXWP/du3cYNWoUrK2tERYWhn379uHgwYPYsmWLsM7y5csRHByMixcvwt/fH7du3UJoaKhIO3PmzIGXlxe2b9+OZ8+e4fz587CyssLbt2+lnvvYsWMwNzcXmfWTxNPTU+S+OAAoKirC9OnTYWpqisePH2PlypUiT+xW1/bt29GrVy88fPgQ69atw5IlS3D16lUAgnsjFy9ejJUrVyI8PBwzZ87E6tWrxdqYPn06jh07htzcXIX1ixBCagOVPwlSn5PSnn4tm9Tx/0+7dgADR/XXXZq0tbVZWloas7OzU1iblT39SkkxY/vbb7+xffv2qbxPik7NmjVjycnJrF27dlLr0NOvdSPRuNLY1sVET7+SirEyn9+W+64iHA4HzZs3x08//YS0tDRcuHBB1V0icvrll1/w5s2beveO1Hbt2sHR0VHq5tWEEFJX1d33GNVyjo6OWLhwYc28DL0QwAbln0Yebdu2xevXrxEbG4vZs2ejuLhY1V2qdfbu3Qt7e3uJZaX3DqpS6ROu9U1oaKjYEjUhhNQHFNQpibu7O9zd3aGjo4OMjAxVd6fG1ccZHkX7+eefsW3bNolln+LfGUIIIdVDQR0hKpKUlET7pBFCCFEYuqeOEEIIIaQeoKCOEEIIIaQeoKCOEEIIIaQeoKCOEEIIIaQeoKCuHtDSANgxQdLSUHVvCCGEEKIKFNTJSFNTE69fv8bvv/+u6q6QOsDY2BiMMVhYWNTYOdevX6+QF9Q3bdoUiYmJMDY2VkCvKhcQEIAdO3Yo/TwnTpzAkiVLlH4eQghRFQrqZLR27VrcvXtX1d2QiFtmOzibz0S/K4uBgQH++OMPREdHIy8vD2/fvsWFCxcwaNAgmdvw8PAAYwyMMRQUFODVq1dwdXWFhobodCNjDOPGjRN+V1NTw/HjxxEXFwdzc3NhnZoKQuq7tWvXwsfHB2/evBHJnzBhAgICApCWlobMzEyEhYXhp59+QpMmTWRq19bWFowx6OrqKqPbldqyZQvWrl2Lxo0bq+T8hBCibBTUyaBjx44wNTXFlStXVN0VMXa9gKgyk4e+K4HXuwT5ymJsbIzQ0FAMGjQIy5cvR7du3TBixAgEBARgz549crV15coVtGzZEu3bt8fixYvx/fffY+PGjVLra2pq4sSJE7CyskL//v0RERFR3ctRuAYNGqi6C1WmqamJefPm4eDBgyL5W7ZswcmTJ3H//n2MHDkSXbt2xdKlS2FhYYFZs2apqLfyiYiIQHR0tNS3eBBCSF1X74M6GxsbXLhwAfHx8WIzPqUcHR0RExOD3Nxc3L17F1ZWViLl27Ztw+rVq2uqyzKz6wWccQZalZsoad1EkK+swM7d3R2MMVhbW+PcuXN48eIFIiMjsWPHDnzxxRcAgIMHD+LixYsix6mpqSExMRFz584V5uXn5yMxMRFxcXHw8fGBv78/hg4dKvG8urq6uHbtGgwNDdG/f3+p7+7U09PD0aNH8eHDB+Tk5OD58+eYPXu21OvhcDhYvnw5Xrx4gby8PLx58wZr1qwBAFy/fh1//vmnSH19fX3k5+cLZyVjYmKwbt06eHp6Ij09Hf/73//EzsHlcnHw4EFERUXByMhIal9KGRkZ4fz588jMzER6ejpOnjyJFi1aiNRZuXIl3r9/j4yMDBw4cAANGzYUa2fevHmIjIxEbm4uoqKiKn312NChQ5Gfn4979+4J86ysrLB27VosXboUK1aswJ07d/DmzRv4+/tj0qRJ8PT0hLGxMYqLi9GzZ0+R9pycnPD69WuYmJjg5s2bAIC0tDQwxuDh4SEyPq6urvj48SMSEhKwfv16ucajdOnZ3t4eMTExSEtLw4kTJ9CoUSORdi5evIhp06ZVOAaEEFJX1fugTltbG2FhYVi4cKHE8ilTpsDNzQ0bN26EpaUlwsLC4Ofnh+bNmwMAxo4di+fPn+PFixc12e1KcTnArq///7NIGRcAA3bOUvxSbJMmTTBixAjs2bMHOTk5YuXp6ekAgAMHDmDEiBFo2bKlsGzMmDHQ0tLCyZMnJbZtbm6Ovn37oqCgQKysZcuWCAwMBACMHj0aiYmJUvu4efNmdOnSBSNHjoSZmRkWLFiA5ORkqfVdXFywatUq4XEzZswQtn/gwAHMmDED6urqwvr29vaIj4/HjRs3hHnLli1DWFgYevTogc2bN4u0r66ujtOnT6N79+6wsbFBbGys1L4AgiDTx8cHTZs2ha2tLYYOHYr27duLjNvkyZOxYcMGrFmzBr169UJCQgIcHR1F2pkxYwY2bdqEtWvXwszMDGvWrMHmzZvx9ddfSz133759xd6LOnPmTGRmZsLd3V3iMenp6cIgb86cOSJlc+bMweHDh/HmzRtMmDABANC5c2e0bNkSTk5OwnoODg7Izs5G7969sWLFCvz8888YMmSIzOMBAB06dMD48eMxZswYjBkzBra2tli1apVInZCQEFhbW4v8PAmp37gAbAFMK/mz3v+z/8ljn0pijLFx48aJ5N29e5f9+eefwu8cDofFxcWxlStXMgDs119/ZW/fvmUxMTEsKSmJpaWlsZ9++knqOdTV1ZmOjo4wtWrVijHGmJ6eHuPxeCKpffv2zMvLixkbG8t9LbZmYOxY5cnWTLFjaGVlxRhjbPz48ZXWDQ8PZ8uXLxd+9/HxYYcOHRJ+9/DwYIWFhSwzM5Pl5uYyxhgrKipiEyZMEPu55eXlscjISKalpcV0dXUZh8ORel4fHx928OBBma6nUaNGLDc3l82bN09iuYaGBvv48SObPHmyMO/Ro0fs559/Fn6PiYlh586dEznO2NiYMcZYv3792LVr11hQUBBr3LixTH0aMmQIKywsZG3atBHmmZmZMcYY69WrFwPAbt++zXbv3i1y3J07d9jDhw+F31+8eMGmTZsmUmft2rXs9u3bEs/L4XDYP//8IzZ2ly5dYo8ePaq035MnT2YfP35k6urqDADr0aMHKy4uFv79trW1ZYwxpqurK3JcQEAACwoKEsm7d+8ec3FxkXk81q9fz7KyslijRo2EdVxdXdmdO3dE2u3WrRtjjLG2bdtWeC3GxsbMy8uLtW/fXuz3tipJXV2djR07lqmrqyukPUo0rrIkLnciA94ygJVJbxmXO5HGVoVJnrHV09NjjDGmo6Mj078fn/S7Xxs0aICePXvCxcVFmMcYg7+/P/r06QMAWLNmjXApzsHBAV27dhWbiSlr9erV2LBhg1j+0KFDkZubK5Knr68PTU1N6OjoyH3zeIdWBQByZainiUfvFDcroaOjA0AwA1pZn48dO4Z58+bhf//7H5o3b46RI0di7NixwuPU1dURHByMJUuWQFtbG46OjigqKsL169fF2vbz88Po0aPh5OQET0/PCs/r5eUFLy8vWFlZ4caNG7h06RJCQkIk1rW0tETDhg1x//59qddz6tQpfPfdd7h69SosLCzQtWtX2NvbC+tzuVyEh4eLHF96M/7ff/+Nd+/eYezYseBwODL9nC0tLREfH4/MzExh/Xfv3iEtLQ09e/bEixcv0KVLF3h5eYm0999//8HGxga6urrQ0tJCx44dcfDgQezfv19YR01NDRkZGVL7oa2tjeLiYpHyBg0agMfjVdr3gIAA8Pl8zJw5E+fOncP333+P4OBgpKWlQVdXV7gUWr4dNTU1REVFieQnJyejTZs20NXVlWk8GjZsiLdv34r0My0tDS1bthRpV01N8J88AwMD4ayyJDo6OtDU1MSXX35Z4SyvrHg8HiwtLcHhcFBcXFzt9ogAjat0CQl9EBoq6bah1uDzT6NnTxcYGt6RejyNrfLIM7aamppytf1JB3X6+vrC+7zKSkxMhKmpaZXadHFxgZubm/C7jo4O4uPjce3aNWRmZorUNTY2xqBBg4T3Cckj+p2s9XKRnl558Cerhw8fgs/nw8jIqNI+//XXX1i/fj3MzMzQt29fxMTEwNfXV1heUFCA9PR0PHr0CADw77//IiwsDBMnTsShQ4dE2jp06BDOnj2LQ4cOgcPhwMXFBYwxiec9e/YsAgMDMWrUKAwdOhQ+Pj7Ys2cPli9fLlY3KSkJAJCRkSH1evbs2YNHjx6hUaNGmDRpEm7cuIHw8HBhOZ/Px8ePH0WOz8jIAABcunQJ9vb26NKlCwICAiocr1K5ubng8/li/WGMIScnB+np6SKfS+Xn56O4uBjp6enCJ4i//fZbkfvjAAjrlMfhcPDhwwdoa2uLlEdGRuKLL75AdnY2ioqKKuy7p6cnpk6diqNHj2LixIlwcnIStpWVlQVAsFxbtv2ioiJkZ2eL5BUUFKCoqAjp6ekyjUdeXh7y8/NF6pTeHlA2r/QhllevXlX491dPTw+5ubkICgoSewq4Kng8Hhhj8PX1pX8gFYjGVTLGuODz3SGYvCm/3MoFwEdoqD243A3gcPgS26CxVR55xrZ0IkVWn3RQJ6/KZogAwT9GBQUFcHR0xMKFC8HlCn6hiouLxX541flFCX4KxH4UPBTBlXCLBJ8PxKUI6ilSamoq/Pz8sHDhQvzxxx9i99Xp6uoK/7FMSUnB+fPnMWfOHPTp00fkxnhJGGP49ddf4ebmhuPHjyMvL0+k3MvLC3w+Hx4eHsjPz8f27dultpWcnCycsQsODsbvv/8uMah78eIFcnJyMHjwYLEnPkuFh4fjwYMH+PbbbzFjxgz88MMPFV5HWXv37kV4eDguXLiA0aNHIygoqNJjSh+maNOmDeLi4gAAZmZmaNKkCSIjI4V1evfujSNHjgiPK31IBQA+fPiA+Ph4tG/fHsePH5epr4wxPH78GJMmTRLJP378OJycnODo6Ig//vhD7LiyP/MDBw4gPDwcjo6OUFNTw7lz54T1Su+V5PF4MvWnlCzjIauuXbsiNjYWHz9+lKm+pN/bquLz+QptjwjQuErSH0BFD2RxAbQFn98XQKDUWjS2yiPr2Mo79p/0HZPJyckoKiqCgYGBSL6BgQHev39frbbd3d1hbm4Oa2vrarUjDZ8BTl4AOIIATqSML8h3PiKop2gLFy4Ej8dDSEgIJkyYINzyZdGiRbhzR3Q6/8CBA3BwcICZmZlMQfHp06dRXFws9cGWo0ePYsGCBdi6dSuWLVsmsc7GjRsxduxYdOjQAV26dMGYMWMQFRUlsW5+fj5cXV3x22+/YdasWWjfvj169+4t8oRu6XWsWrUKHA4H3t7elV5HWbt378a6devwzz//oF+/fpXW9/f3x5MnT3Ds2DH06NEDVlZW8PLyws2bN4UPMezatQtz587F7Nmz0alTJ2zYsEG4Z1+p9evXY/Xq1Vi0aBE6deqErl27Yvbs2Vi8eLHUc9+4cQPm5ubQ09MT5oWEhMDV1RXbt2+Hq6srvvjiC7Rt2xaDBg3CqVOn4ODgIKz79OlT3L17F66urjhx4oRIYP7mzRvw+XyMGTMG+vr60NbWlmn8ZBkPWdnY2ODq1atyHUNI3WOo4Hqkrvikg7rCwkKEhoZi8ODBwjwOh4PBgweLBSfycnR0REREhNR7uRTB+wEwaSfwLk00Py5FkO/9QDnnjYmJgaWlJQICArB9+3aEh4fj2rVrGDx4sNiWGf7+/khISICfnx8SEhIqbbu4uBi7d+/GihUroKWlJbHO6dOnMWvWLLi4uGDFihVi5QUFBXBxccHjx48RFBSE4uLiCrex2Lx5M7Zv345NmzYhKipK4vYhJ06cQFFREU6cOIH8/PxKr6O8Xbt2Yf369bh8+bLwfs2KjBs3DqmpqQgKCoK/vz9evXqFqVOnCstPnTqFzZs347fffkNoaCiMjY2xd+9ekTYOHjyIb775BnPmzMGTJ08QGBiI2bNnIyYmRup5IyMj8d9//2HKlCki+atWrcKMGTPQu3dv+Pn5ISIiAm5ubnj8+LFYsH7w4EFoaGiILaG/e/cO69evx9atW5GYmIjdu3dXOg6yjocsNDQ0MH78eJF7DAmpnyr/b6189UhdItMTFXU1aWtrMwsLC2ZhYcEYY8zZ2ZlZWFgwIyMjBoBNmTKF5ebmsq+//pqZmpqyffv2sZSUFNaiRQuFnF9HR0fqkyulT9hV5enXsqlRw/9/2nX452BcjurHvez4p6WlMTs7O4W1Wf7pyZpIxsbGrKioiPXo0UPlY6rMpKury0aNGsUiIiIqfMK4orRu3ToWFham8mspn+bPn8/8/Pxk/nkr4nezNPF4PDZmzBjG4/FUPg71KdG4SktcJnjqtZhB5MnX0lTMgDcl9WhsazrJM7YVxRCSUr2/p65Xr17CTU8BCN8xefjwYcyZMwenTp1C8+bNsWnTJrRs2RKPHj3CiBEj8OHDBxX1WH5ll1iDnylnyVVeHA4H+vr6WLp0KdLS0nDhwgVVd6lK1NTU0KxZM2zZsgV3795VyLtVa7vLly+jU6dOaN26tfAeNlloa2ujXbt2+OGHH7Bu3Tol9rBqCgsLsWjRIlV3g5AawAfgBOBMyWduuTIAcC7zmdQnKo9a62NydHRkERERLCoqSukzdbUxle7T9vbtWzZo0CCFtl2TM3Wle6s9ffqUde3aVSFtzpgxg2VmZkpM4eHhKv25VWdsPTw8WF5eHvv7778Zlyt9BqAuJJqpqxuJxrWyZMfE96l7U5JPY6uqRDN1dZC7uzvc3d2ho6Mj3N7iU/LmzRtwOAp+nYUKBAYGKvw6Lly4ILbNSKnCwkKFnqsmzZkzR+yNEoQQVfIG4APABoKHIhIABINm6OovCuoIqWFZWVnCPdsIIUS5+Kho2xJSv3zST78qU008/UoIIYQQUoqCOiVR9j51hBBCCCFlUVBHCCGEEFIPUFBHCCGEEFIPUFCnJDV5T52WhgbY3yfB/j4JrZIXuRNCCCHk00JBnZLQPXWkKtavX6/SDY6bNGmCxMREGBsb18j5AgIChBuCK9OJEyewZMkSpZ+HEEJUiYK6eoBbZh81G1NTke/KYmBggD/++APR0dHIy8vD27dvceHCBQwaNEjmNjw8PMAYA2MMBQUFePXqFVxdXaFRbraRMYZx48YJv6upqeH48eOIi4sTvsSeMVatQEQR16Ovrw93d3e8efMGeXl5SEhIgK+vL/r27VvlftW0ZcuWwcfHB2/evBHJnzBhAgICApCWlobMzEyEhYXhp59+QpMmTWRq19bWFowx6OrqKqPbldqyZQvWrl2Lxo0bq+T8hBBSEyioq+PsrKwRtd1N+N139Rq83r0bdlbKmyE0NjZGaGgoBg0ahOXLl6Nbt24YMWIEAgICsGfPHrnaunLlClq2bIn27dtj8eLF+P7777Fx40ap9TU1NXHixAlYWVmhf//+iIiIqO7lKOx6zp49ix49esDBwQGdO3fG2LFjcfPmTTRr1qzafVSkBg0aSMzX1NSEvb09Dh48KJK/ZcsWnDx5Evfv38fIkSPRtWtXLF26FBYWFpg1a1ZNdLnaIiIiEB0dDXt7e1V3hRBClErlr8yoz6miV3xU91VEdlbWrPjE36z4xN+M/X1SmIqPn2DFJ/5mdlbWSrmmS5cusdjYWKalpSVWVvqaqYMHD7KLFy+KlKmpqbHExEQ2d+5cBgheK+Xt7S1S58yZMyw0NFQkjzHGxo0bx3R1ddmtW7fYkydPmIGBgVid0nHU09NjR48eZR8+fGA5OTns+fPnbPbs2Uq9Hl1dXcYYY19++WWFY2dkZMTOnz/PMjMzWXp6Ojt58iRr0aKFsHz9+vXs4cOHDAAbOnQoy83NFXt1186dO9n169eF3/v168eCgoJYTk4Oe/v2Ldu1a5fItcTExLB169YxT09Plp6ezjw8PCT2beLEiezDhw8ieVZWVowxxn788UeJx+jq6jJjY2NWXFzMevbsKVLm5OTEXr9+zUxMTFh5pX0ICAhgu3btYq6uruzjx48sISGBrV+/vkpjZm9vz2JiYlhaWho7ceIEa9SokUg7P/30EwsKCpLp7zi9JqxuJBpXGtu6mJT5mjCaqVMSZT8oweVwsGu2g/CzSBmXCzCGnQ4OCl+KbdKkCUaMGIE9e/YgJydHrDw9PR0AcODAAYwYMQItW7YUlo0ZMwZaWlo4efKkxLbNzc3Rt29fFBQUiJW1bNkSgYGCXdFHjx6NxMREqX3cvHkzunTpgpEjR8LMzAwLFixAcnKyUq8nKysLmZmZGD9+PNTV1SWei8PhwMfHB02bNoWtrS2GDh2K9u3bSx2P69evIy0tDRMnThTmcblcTJ06FceOHQMAtG/fHr6+vjh79iw+//xzTJ06Ff3798fu3btF2lq2bBnCwsLQo0cPbN68WeL5bGxs8OjRI5G8mTNnIjMzE+7u7hKPSU9Px5s3b+Dv7y/2irA5c+bg8OHDePPmDSZMmAAA6Ny5M1q2bAknJydhPQcHB2RnZ6N3795YsWIFfv75ZwwZMkSuMevQoQPGjx+PMWPGYMyYMbC1tcWqVatE6oSEhMDa2lrqz4cQQuoDlUet9Tkpa6bOtksXkdk5acm2SxeFXk/pzM348eMrrRseHs6WL18u/O7j48MOHTok/O7h4cEKCwtZZmYmy83NZYwxVlRUxCZMmCDSDmOM5eXlscjISKapqVnpS+d9fHzYwYMHa/x6JkyYwD5+/MhycnLYrVu32C+//MK6desmLB8yZAgrLCxkbdq0EeaZmZkxxhjr1asXA0Rn6gCwHTt2MH9/f+H38rN3+/fvZ/v27RPpZ79+/VhRURHT0NBggGCm7ty5c5Ven7e3N/Py8hLJu3TpEnv06FGlx06ePJl9/PiRqaurMwCsR48erLi4WPh329bWljHGxH52AQEBYrNn9+7dYy4uLnKNWVZWlsjMnKurK7tz545Iu926dWOMMda2bdtKr4dm6upGonGlsa2LiWbqiBhDPT2F1pOVPC+3P3DggHD2pkWLFhg5ciQOHTokUicgIADdu3dH7969cfjwYXh4eODcuXNibf3zzz/o3Lkzvv/++0rPu3fvXkybNg0PHz6Eq6sr+vTpUyPXc+7cObRq1Qpjx46Fr68vBgwYgP/++w8ODg4AADMzM8TGxiIuLk54TFRUFFJTU2FmZibxnMeOHcOAAQNgaGgIQDBzdunSJeEMooWFBWbPno3MzExh8vPzA4/Hg4mJibCdBw8eVHp9mpqayMvLE8mTdXzOnz+P4uJi2NnZAQBmz56NgIAAsQcuJHn8+LHI94SEBLRo0QKA7GP2+vVrkffplm2jVG5uLgBAS0tLpmsihJC6hoK6OiohLU2h9WT14sUL8Pl8mJqaVlrXy8sL7du3xxdffAF7e3vExMTg1q1bInWys7MRHR2Nx48fY+7cuejduzfmzp0r1taRI0cwd+5cbNu2DQsXLqzwvL6+vjA2NsaOHTvQqlUrXL9+Hb///nuNXE9+fj78/f2xZcsW9OvXD4cPH67wwY/KPHjwANHR0Zg2bRoaNmwIOzs74dIrADRq1Ah//fUXunfvLkwWFhbo2LEjoqOjhfWys7MrPVdycjL0yv1PwPPnz9G+fXuoqalVeGxhYSG8vLwwZ84cNGjQADNmzBAL4Cs6tizGmOAWAjnI0kbTpk0BAElJSXK1TQghdQUFdXVUcFQUYj8mg8/nSyzn8/l4m5yM4KgohZ43NTUVfn5+WLhwocQZj7JbVqSkpOD8+fOYM2cOZs+eDQ8PjwrbZozh119/xZYtW9CwYUOxci8vL8yePRsbN27E0qVLK2wrOTkZXl5emDVrFpydnfHdd9/V+PUAQGRkJLS1tQEIZpiMjIzQpk0bYbmZmRmaNGmCyMhIqW0cO3YMM2fOxFdffQU+n49Lly4Jy/777z906dIF0dHRYql8oFOZhw8figW3x48fh46ODhwdHSUeU3Z8Dhw4gCFDhsDR0RFqamoiM66l90nyeDy5+lTVMZOka9euiI2NxcePH+U6jhBC6goK6uooPmNwOuwJcDhigR2fzwc4HDh7eoLPmMLPvXDhQvB4PISEhGDChAno2LEjTE1NsWjRIty5c0ek7oEDB+Dg4AAzMzN4enpW2vbp06dRXFwsdTbu6NGjWLBgAbZu3Yply5ZJrLNx40aMHTsWHTp0QJcuXTBmzBhEVRDcKuJ6mjZtiuvXr2PmzJno1q0b2rVrh0mTJmHFihXw8fEBAPj7++PJkyc4duwYevToASsrK3h5eeHmzZsIDQ2V2r9jx46hZ8+eWLt2Lc6cOSPyIImrqyv69u2LP//8UzhDN3bsWPz5559S25PGz88PpqamIrN1ISEhcHV1xfbt2+Hq6oovvvgCbdu2xaBBg3Dq1Cnh0jIAPH36FHfv3oWrqytOnDghspT75s0b8Pl8jBkzBvr6+sJAtzJVHTNJbGxscPXqVbmOIYSQuoSCOiWpideEed8PwSQ3N7xLTRXJj0tJwSQ3N3jfV865Y2JiYGlpiYCAAGzfvh3h4eG4du0aBg8ejAULFojU9ff3R0JCAvz8/JCQkFBp28XFxdi9ezdWrFgh9d6n06dPY9asWXBxccGKFSvEygsKCuDi4oLHjx8jKCgIxcXFmDZtmlKvJysrC/fu3cPixYsRFBSE8PBwbN68Gfv378cPP/wgrDdu3DikpqYiKCgI/v7+ePXqFaZOnVrhmERHR+PevXuwsLAQWXoFgCdPnsDW1hadO3dGcHAwHj58iE2bNuHdu3cVtilJeHg4wsLCMGXKFJH8VatWYcaMGejduzf8/PwQEREBNzc3PH78WCxQP3jwIDQ0NMSWXt+9e4f169dj69atSExMFHs6tyJVGbPyNDQ0MH78eOzfv1+u4wghpK5R+ZMg9Tkpc5+60tSoYUPh067DLSwYl8NR+XWXJm1tbZaWlsbs7OwU1mZlT7/WteupTWny5MksIiKCcar4d2jdunUsLCxM5ddRPs2fP5/5+fnJXJ+efq0bicaVxlaVicsBszUDm9ZH8CeXo/ixlffp14rvfiZ1Qtkl1uCnT5Wy5CovDocDfX19LF26FGlpabhw4YKqu1Qt9e16pLl69SpatWqF1q1bizxxWhltbW20a9cOP/zwA9atW6fEHlZNYWEhFi1apOpuEELqCbtewK6vAaMyLwyK/Qg4eQHelW82oDQU1NUDOfn54EyTbzlK2dq2bYvXr18jNjYWs2fPRnFxsaq7VC317XoqsmvXLrmP2b17N6ZPn47z58/L/NRrTSr/6jNCCKkqu17AGWfx/NZNBPmTdqousKOgjijFmzdv5NoDrrarb9ejaHPmzBF7owQhhNQ3XI5ghq70s0gZF+DzgZ2zAJ9QgK+CRTN6UIIQQgghRAY2poIl1/IBXSkuF2irL6inChTUEUIIIYTIwFBPsfUUjYI6FWIlDzRUtls/IaRmlf5Oslrw0BEhpPZISFNsPUWjaEJJHB0dsXDhwgpfd5SUlITCwkLY2dnB29sbRUVFNdjDuktHR0fsdVZEMWhsBQGdnZ0dCgsL6ZVihBARwU8FT7m2biJYai2PzwfiUgT1VIGCOiVxd3eHu7s7dHR0kJGRIbFObm4uduzYgcWLF+Pzzz+v4R7WXZqamsKXsxPForEVKCwsxI4dO2gsCCEi+EywbckZZ0EAVzaw4/MBcADnI6p5SAKgoE7lwsPD8cMPP6B58+b0dKUMeDwevvzyS+GbIoji0NgKMMaQlJREAR0hRCLvB4JtS8rvUxeXIgjoaJ+6T1xubi7evn2r6m7UCTweD8nJyXjz5s0nHXgoA40tIYTIxvuBYNsSG1PBQxEJaYIlV1XN0JWioI4QQgghRE58BgRGqboXoujpV0IIIYSQeoCCOkIIIYSQeoCCOkIIIYSQeoCCukro6uri/v37ePjwIZ48eYJvvvlG1V0ihBBCCBFDD0pUIjMzE19++SVyc3OhpaWF8PBwnDt3DikpKaruGiGEEEKIEM3UVYLP5wv3q9LQ0ACHw6H95AghhBBS69T7oM7GxgYXLlxAfHw8GGMYN26cWB1HR0fExMQgNzcXd+/ehZWVlUi5rq4uHj16hLi4OPz+++/4+PFjTXWfEEIIIUQm9T6o09bWRlhYGBYuXCixfMqUKXBzc8PGjRthaWmJsLAw+Pn5oXnz5sI66enp6N69O0xMTDBjxgy0aNGiprpPCCGfAC4AWwDTSv6s9/80EaIU9f6eOl9fX/j6+kotX7JkCfbv34/Dhw8DAObPn4/Ro0dj7ty5cHV1Fan74cMHhIWFwcbGBmfPnpXYnrq6OjQ0NITfdXR0AAh26+fxeNW8GsLj8cDlcmkslYDGVnlobKVjbDz4/B0AjMrkxoLLXQwO53yFx9K4Kg+NbeUYhwFtAdaIgZPFAd4CHFb57VnyjK2841/vg7qKNGjQAD179oSLi4swjzEGf39/9OnTBwDQokUL5OTkICsrC40bN8aXX36JvXv3Sm1z9erV2LBhg1j+0KFD6V2SCsDj8WBpaQkOh0OvslIwGlvlobGVLCGhD0JDV0soaQ0+/zR69nSBoeEdqcfTuCoPjW3FEvQSENE2AnnqeQAABoaGBQ1h/tYchmmGFR4rz9hqamrK1a9POqjT19eHmpoaEhMTRfITExNhamoKADA2Nsb//vc/4QMSf/75J8LDw6W26eLiAjc3N+F3HR0dxMfH49q1a8jMzFTOhXxCeDweGGPw9fWl/9AoGI2t8tDYimOMCz7fHQCD+HIrFwAfoaH24HI3gMPhS2yDxlV5aGylY6YM/EnifyfzGuQhtEMouGe44DyVPmMnz9iWrvbJ6pMO6mRx//599OjRQ+b6BQUFKCgoEMsvLi6mXwwF4fP5NJ5KQmOrPDS25fWH6JJreVwAbcHn9wUQKLUWjavy0NhKwAEwrMzn8mUM4A/jA5GCz9LIOrbyjv0nfTdqcnIyioqKYGBgIJJvYGCA9+/fV6ttR0dHREREICQkpFrtEEJI/VTxEpX89QipAcYAdCEe0JXilJQb11iPRHzSQV1hYSFCQ0MxePBgYR6Hw8HgwYNx5470+zhk4e7uDnNzc1hbW1e3m4QQUg8lKLgeITWgkYLrKVi9X37V1tZGx44dhd9NTExgYWGBlJQUxMbGws3NDZ6ennjw4AFCQkLg7OwMbW1teHh4VOu8jo6OWLhwIbjcTzpuJoQQKYIBxAJoDcnzC3wAcSX1CKklshRcT8HqfVDXq1cv3Lx5U/h9x44dAIDDhw9jzpw5OHXqFJo3b45NmzahZcuWePToEUaMGIEPHz5U67zu7u5wd3eHjo4OMjIyqtUWIYTUP3wATgDOlHzmlisDAOcynwmpBd4ASAfQGJKXYBmAjJJ6KiBTULdo0SK5G/bw8EBWlopC1TICAwMrfa3Xnj17sGfPnhrqESGEEAFvAJMA7ILoQxNxEAR03iroEyEVYAB8AUwp+cwpV4aS8goeklAmmYK6nTt3Ii4uTuanMIyMjPDPP//UiqBOVWj5lRBCZOENwAeADQQPRSRAsORKM3SklooCcArACAgeiiiVAUFAF6WKTgnIvPzaq1cvJCUlyVSXlhtp+ZUQQmTHR0XblhBS60QBeArBU66NILiH7g1UNkNXSqagbuPGjXLNuv36669ISUmpcqcIIYQQQmo1BuC1qjshSqagbtOmTXI1unXr1ip1pj6h5VdCCCGE1CS5I46GDRuKvIusbdu2cHJywtChQxXasbqO9qkjhBBCSE2SO6jz8fHB119/DQDQ1dXFvXv3sHTpUvj4+GD+/PkK7yAhhBBCCKmc3EGdpaUlgoMFm0FOmjQJiYmJMDY2xtdff40ff/xR4R0khBBCCCGVk3vzYS0tLWRmZgIAhg0bhnPnzoExhrt378LYWLaXnamrq6N3794wNjaGlpYWkpKS8PDhQ7x+/Vre7tRadE8dIYQQQmqS3EHdy5cvMX78eHh7e2P48OHCNzS0aNGi0q07+vbtCycnJ3z11Vdo0KAB0tPTkZubi6ZNm0JDQwOvXr3C//73P+zbt6/O73FHW5oQQgghpCbJPY20adMmbNu2Da9fv8a9e/dw9+5dAIJZu4cPH0o9zsfHBydPnsTr168xbNgw6OjoQF9fH0ZGRtDW1kanTp2wZcsWDB48GM+fP8eQIUOqflWEEEIIIZ8YuWfqzp49i7Zt28LQ0BBhYWHC/OvXr8PbW/orXS5duoSJEyeiqKhIYnlMTAxiYmLg5eUFMzMzGBoayts1QgghhJBPltxBHQAkJiYiMTFRJO/+/fsVHvO///0PAMDlctGvXz88fvwY6enpEutGRUUhKkqF79lQALqnjhBCCCE1Se6gTkNDA4sWLcLAgQPRokULsaClZ8+eFR7P5/Nx9epVmJmZSQ3q6gO6p44QQgghNUnuoO7gwYMYNmwYzpw5g5CQEDAm/4vOwsPD0b59+3r1tCshhBBCiCrJHdSNGTMGo0aNwr///lvlk65btw7btm3DTz/9hNDQUGRnZ4uUl26ZQgghhBBCZCN3UBcfH1/toOvy5csAgAsXLojM9HE4HDDGoKZWpVv9CCGEEEI+WXJHT0uXLoWrqyvmz5+Pt2/fVumkAwcOrNJxhBBCCCFEMrmDugcPHqBhw4Z49eoVcnJyUFhYKFLerFmzStsICgqS97R1Dj39SgghhJCaJHdQd+LECbRu3Rpr1qxBYmJilR6UAID+/fvj+++/R/v27TF58mS8e/cO9vb2iImJwe3bt6vUZm1CT78SQghRNS4HsDEFDPWAhDQg+CnAr9o/26QOkDuo69u3L/r06YPHjx9X+aQTJkzAkSNHcOzYMVhaWkJDQwMAoKurizVr1mD06NFVbpsQQgghgF0vYNfXgFGZBbTYj4CTF+D9QHX9Isoj99rg06dPoampWa2Trlu3DvPnz8d3330nsnx7+/ZtWFpaVqttQggh5FNn1ws44wy0biqa37qJIN+ulyp6RZRN7qBu1apV2L59O2xtbdG0aVPo6OiIJFl89tlnEu+rS09Ph56enrxdIoQQQkgJLkcwQ1f6WaSMC4ABO2eJlxH5cDkc2Hbpgml9+8K2SxdwOaofULmXX319fQEI3vValjzbkbx//x4dO3bEmzdvRPL79++PV69eydslQgghhJSwMRVdci2PywXa6gvqBdbtN3KqjJ2VNXbNdoBRM31hXuzHZDgd9oT3/RCV9UvuoE4R25Hs378fu3btwty5c8EYQ6tWrdCnTx9s27YNmzdvrnb7hBBCyKfKUE+x9YgoOytrnFmyRCy/dZOmOLNkCSa5uakssJM7qFPEdiRbt24Fl8vF9evXoaWlhaCgIOTn52Pbtm3YvXt3tdsnhBBCPlUJaYqtR/4fl8PBrtkOws8iZVwu+Hw+djo4wOfBffCruDtItfonS6Vu3bqBI8dacZcuXcDj8Sqs8+uvv6Jp06bo2rUrvvjiCzRv3hw///yzzOcghBBCiLjgp4KnXPl8yeV8PvA2WVCPyMfGzAxGzfSl3j/H5XLRVl8fNmZmNdyzkvPLUunhw4cybSpc6s6dO2jbtq3U8oMHD6JRo0YoLCxEVFQU7t+/j+zsbGhpaeHgwYMyn6c2c3R0REREBEJCVLe2Tggh5NPDZ4JtS8ARD+z4fEG+8xHar64qDGV8mFPWeoom0/Irh8PB5s2bkZOTI1Oj6urqFZY7ODhg1apVyMrKEsnX1NTE119/jXnz5sl0ntqMNh8mhBCiKt4PgEk7xfepi0sRBHS0T13VJKSlKbSeoskU1AUFBeGzzz6TudE7d+4gNzdXLF9HRwccDgccDgc6OjrIy8sTlvF4PIwaNQofPnyQ+TyEEEIIkcz7AeATSm+UUKTgqCjEfkxG6yZNJb4GlM/nIy4lBcFRqnmsWKagThFPvAJAWloaGGNgjOH58+di5YwxrF+/XiHnIoQQQj51fEbbligSnzE4HfbEmSVLwOfzRQI7Pp8PcDhw9vRUyUMSQBWefq2OgQMHgsPh4MaNG5g4cSJSUlKEZQUFBXjz5g0SEhJqskuEEEIIITLzvh+CSW5uYvvUxaWkwNmzju1TVx2l26GYmJjg7du3EusYGRkhNja2JrtFCCGEECIz7/sh8HlwHzZmZjDU00NCWhqCo6JUNkNXqkaDulKvXr2CoaEhkpKSRPKbNm2KmJgYmd5KQQghhBCiKnzGEBgZqepuiJD73a+KIG3Pu0aNGok8PEEIIYQQQmRTo1Ni27dvByB4IGLTpk0iW6TweDz07t0bjx49qskuVapNmzY4cuQIWrRogaKiImzevBlnzpxRdbcIIYQQQkRUKaizt7fH/PnzYWJigj59+uDt27dwcnJCTEwMLly4IPW4Hj16ABDM1HXr1g0FBQXCsoKCAoSFhWHbtm1V6ZLSFBUVwdnZGWFhYTAwMEBoaCguX74s8559hBBCCCE1Qe6gbv78+di0aRN27tyJtWvXCl8HlpaWBmdn5wqDukGDBgEADh06BCcnJ2RmZlax2zXn/fv3eP/+PQAgMTERycnJaNq0KQV1hBBCCKlV5L6nbtGiRfj222/x66+/ori4WJj/4MEDdOvWTaY25s6di8zMTHTo0AHDhg1Dw4YN5e2GzGxsbHDhwgXEx8eDMYZx48aJ1XF0dERMTAxyc3Nx9+5dWFlZSWzL0tISPB4PcXFxSusvIYQQQkhVyB3UmZiY4OHDh2L5+fn50NbWlqmNJk2awN/fH8+fP8fly5dhaGgIQPBOWEUvv2prayMsLAwLFy6UWD5lyhS4ublh48aNsLS0RFhYGPz8/NC8eXOxPnt5eeG7775TaP8IIXUFF4AtgGklf6rkOTNCCJFK7uXXmJgYdO/eXWyfuREjRiBKxtdi7Ny5E4WFhWjbtq3IMSdPnoSbmxuWLVsmb7ek8vX1ha+vr9TyJUuWYP/+/Th8+DAAwfLy6NGjMXfuXLi6ugIQvMv2/Pnz2Lp1K+7cuVPh+dTV1aGhoSH8rqOjA0DwIEjpUjWpOh6PBy6XS2OpBDS20jE2Hnz+DgBGZXJjweUuBodzvtLjaWyVg8a1cozDgLYAa8TAyeIAbwEOk7wDRVk0tsojz9jKO/5yB3Vubm7Ys2cPGjZsCA6HA2tra0yfPh2rV6/GN998I1Mbw4YNw/DhwxEfHy+S/+LFCxgbG8vbpSpr0KABevbsCRcXF2EeYwz+/v7o06ePMO/w4cO4ceMGjh49Wmmbq1evxoYNG8Tyhw4dKvF9uEQ+PB4PlpaW4HA4Isv/pPpobCVLSOiD0NDVEkpag88/jZ49XWBoWPH/7NHYKgeNa8US9BIQ0TYCeeqCrcIYGBoWNIT5W3MYphlWeCyNrfLIM7aamppytS13UHfw4EHk5uZiy5Yt0NLSwvHjx/Hu3Ts4OTnh5MmTMrWhra0t8UGDpk2bIj8/X94uVZm+vj7U1NSQmJgokp+YmAhTU1MAQL9+/TB16lQ8fvwY48ePBwDMmjUL4eHhEtt0cXGBm5ub8LuOjg7i4+Nx7dq1OvFgSG3H4/HAGIOvry/9h0bBaGzFMcYFn+8OgEF8uZULgI/QUHtwuRvA4fCltkNjqxw0rtIxUwb+JPG/k3kN8hDaIRTcM1xwnkqfsaOxVR55xrZ0tU9WVdrS5Pjx4zh+/Dg0NTXRqFEjsTdDVCY4OBhff/01fv75ZwCC2TEOh4MVK1YgICCgKl1Smtu3b8s1/VlQUICCggI4Ojpi4cKFwpf9FhcX0y+GgvD5fBpPJaGxLa8/RJdcy+MCaAs+vy+AwApborFVDhpXCTgAhpX5XL6MAfxhfCBS8FkaGlvlkXVs5R37am0+nJubW6UlxRUrVuD69evo1asX1NXV8dtvv8Hc3BxNmzZFv379qtMluSQnJ6OoqAgGBgYi+QYGBsJtTKrK3d0d7u7u0NHRQUZGRrXaIoSoSsVLVPLXI6QGGAPQraCcU1JuDOB1TXSI1BS5H99q2rQpdu/ejYiICCQlJeHjx48iSRYRERHo3Lkzbt26BR8fH2hra+PcuXPo0aMHXr16JfdFVFVhYSFCQ0MxePBgYR6Hw8HgwYMrfSCiMo6OjoiIiEBISEh1u0kIUZkEBdcjpAY0UnA9UmfIPVN35MgRdOzYEQcPHkRiYiIYq2DutgIZGRn49ddfq3SsPLS1tdGxY0fhdxMTE1hYWCAlJQWxsbFwc3ODp6cnHjx4gJCQEDg7O0NbWxseHh7VOi/N1BFSHwQDiAXQGpL/H5gPIK6kHiG1RJaC65E6Q+6gzsbGBv3798fjx48V0gEtLS1MnToVmpqauHr1Kl6+fKmQdkv16tULN2/eFH7fsWMHAMETrXPmzMGpU6fQvHlzbNq0CS1btsSjR48wYsQIfPjwQaH9IITURXwATgDOlHzmlisDAOcynwmpBd4ASAfQGOL31AGC++gySuqRekXuoO7p06dyP2JbysjICEeOHIGlpSXu3r2LefPm4dq1a+jUqRMAwT16I0eORHCw4v6vNzAwEBxOxXvy7NmzB3v27FHYOQGIPShBCKmrvAFMArALog9NxEEQ0HmroE+EVIAB8AUwpeQzp1wZSsqrttBGajG5Iw5HR0f88ssv+PLLL9G0aVPo6OiIpIps27YN6urqmD9/PnJycuDn54cXL17A0NAQBgYGuHLlisQ93uoid3d3mJubw9raWtVdIYRUmzeAdgAGAJhe8qcJKKAjtVYUgFMQzMiVlVGSL9u7AkgdI/dMXVpaGho3bowbN26I5HM4HDDGoKYmvckvv/wSY8eOxf3793HlyhUkJydj7ty5wqXOzZs34/r16/J2iRBCagAflW1bQkitEgXgKQRPuTaC4B66N6AZunpM7qDu2LFjKCwsxIwZM+R+UKJFixZ480awiJ+amoqcnByRjX/fv3+PJk2ayNulWomWXwkhhKgcA21b8gmRO6jr2rUrevTogefPn1fphGWDwKo+OVsX0NOvhBBCCKlJcgd1Dx48gJGRUZWDuk2bNglfEaauro61a9ciPT0dgOBJWEIIIYQQIj+5g7o///wTu3btwu+//44nT56gsLBQpPzJkydSjw0KCsJnn30m/P7vv/+iffv2YnUIIYQQQoh85A7qTp48CQA4dOiQMK/03a2VPSgxcODAKnSxbqJ76gghhBBSk+QO6kxMTJTRj3qH7qkjhBBCSE2SO6h7+/atMvpBCCGEEEKqQaag7quvvsKVK1dQVFSEr776qsK6Fy9eVEjHCCGEEEKI7GQK6s6fP4+WLVsiKSkJ58+fl1qvsnvqCCGEEEKIcsh0Fz+Px0PDhg2Fn6UlCuj+n6OjIyIiIhASEqLqrhBCCCHkEyDzo5kxMTFo3ry5Qk46fPhw9OvXT/jd0dERDx8+xLFjx6Cnp6eQc6gavfuVEEIIITVJ5qCOw+Eo7KS///47GjduDEDwhort27fj8uXLMDExgZubm8LOQwghhBDyqZBrvVRRr/UyMTFBZGQkAGDixIn4559/sHbtWvTo0QOXL19WyDkIIYQQQj4lcgV1mzdvFr7iS5qlS5dW2k5BQYHwlWBDhgyBl5cXACAlJUU4g0cIIYQQQmQnV1DXrVs3FBQUSC2XdSbv1q1bcHNzw+3bt2FtbY2pU6cCADp37oy4uDh5ukQIIYQQQiBnUGdnZ4ekpKRqn/SHH36Au7s7Jk2ahAULFuDdu3cAgJEjR8LX17fa7dcG9JowQgiRDZcD2JgChnpAQhoQ/BTgK+ZuH0I+KTIHdYq6nw4AYmNjJW5ivGTJEoWdQ9XoNWGEEFI5u17Arq8Bo2b/nxf7EXDyArwfqK5fhNRFMgd11X36VUdHB5mZmcLPFSmtRwghpP6y6wWccRbPb91EkD9pJwV2hMhD5qBuzpw5SE9Pr/KJUlNTYWhoiKSkJKSlpUmc+eNwOPRWCkII+QRwOYIZutLPImVcgM8Hds4CfEJpKZYQWckcPZU+oVpVgwYNQkpKCgBg4MCB1WqLEEJI3WZjKrrkWh6XC7TVF9QLjKq5ftU3XA4HNmZmMNTTQ0JaGoKjosBX4O1UpHapsSmxoKAgiZ8JIYR8egz1FFuPiLOzssau2Q4waqYvzIv9mAynw57wvk+vsKyP6NFMQgghNS4hTbH1iCg7K2ucWbIErZuKToe2btIUZ5YsgZ0VvcKyPqKgjhBCSI0Lfip4ypXPl1zO5wNvkwX1iHy4HA52zXYQfhYp43IBxrDTwUGsjNR9VQrqdHV1MW/ePPz6669o0qQJAKBHjx5o1aqVQjtXlzk6OiIiIgIhITTFTQgh5fGZYNsScMQDOz5fkO98hB6SqAobMzMYNdOXGrRxuVy01deHjZlZDfeMKJvcQV23bt3w/PlzrFy5EsuWLYOenh4AYMKECXBxcZGpDSMjI2hoaMh76jrF3d0d5ubmsLamKW5CCJHE+4Fg25L4VNH8uBTazqQ6DEv+XVZUPVJ3yP2ghJubGw4fPoyVK1eKbKp7+fJlHD9+vNLjORwOXr58CXNzc7x8+VLe0xNCCKlHvB8Iti2hN0ooTkJamkLrkbpD7qDOysoK33//vVh+fHw8WrZsWenxjDG8ePECzZo1o6COEEII+Iy2LVGk4KgoxH5MRusmTSW+qpLP5yMuJQXBUTTo9Y3cy6/5+flo3LixWH7nzp1lfi/sqlWr8Pvvv8Pc3Fze0xNCCCGkAnzG4HTYE+BwwC93wyKfzwc4HDh7etJ+dfWQ3EHdhQsX8PPPPwvf+sAYg5GREVxdXXH27FmZ2vDy8oK1tTXCwsKQk5ODjx8/iiRCCCGEVJ33/RBMcnNDfGqKSH5cSgomubnRPnX1lNzLr0uXLsWZM2fw4cMHaGpqIjAwEC1btsSdO3ewdu1amdpwdnaW97SEEEIIkYP3/RD4PLhPb5T4hMgd1GVkZGDYsGHo168fPv/8czRq1Aj//fcfrl+/LnMb1X3lGCGEEEIqx2cMgZGRqu4GqSFVfk3Y7du3cfv27SqfuH379pgzZw46dOgAJycnJCUlYcSIEXj79i0ia9lfwHPnzmHAgAG4fv06Jk+erOruEEIIIYSIkTuoW7RokcR8xhjy8vLw8uVLBAUFid2cWdaXX36JK1eu4Pbt2/jyyy+xdu1aJCUlwcLCAvPmzat1gdOuXbtw6NAhODg4qLorhBBCCCESyR3ULV68GM2bN4eWlhZSUwU7RjZp0gQ5OTnIyspCixYt8OrVKwwcOBBxcXES29i6dSvWrVuHHTt2iOx1d+PGDfzwww9VvBTlCQwMhK2traq7QQghhBAildxPv65Zswb3799Hp06doK+vD319fXTu3Bn37t2Dk5MT2rZti/fv32PHjh1S2+jWrRu8vb3F8j98+AB9fX15u1QhGxsbXLhwAfHx8WCMYdy4cWJ1HB0dERMTg9zcXNy9exdWVlYK7QMhhBBCiLLJHdRt2bIFixcvxqtXr4R50dHRWLZsGVxcXBAfH48VK1agX79+UttIS0uDoaGhWH6PHj0QHx8vb5cqpK2tjbCwMCxcuFBi+ZQpU+Dm5oaNGzfC0tISYWFh8PPzQ/PmzRXaD0IIIYQQZZJ7+dXQ0FC4R51IQ2pqwjdKvHv3Djo6OlLb+Pvvv+Hq6orJkyeDMQYul4u+ffti27ZtCn8y1tfXF76+vlLLlyxZgv379+Pw4cMAgPnz52P06NGYO3cuXF1d5T6furq6yHttS8eBx+OBx+PJ3R4RxePxwOVyaSwrwBgXgA0YawkO5z2AYHA40u9xLUVjqzw0tspB46o8NLbKI8/Yyjv+cgd1AQEB+Ouvv/DNN9/g0aNHAIDu3btj7969uHHjBgDB8mpMTIzUNtasWYM9e/YgNjYWPB4PkZGR4PF4OH78OLZs2SJvl6qsQYMG6NmzJ1xcXIR5jDH4+/ujT58+VWpz9erV2LBhg1j+0KFDkZubW9WukhI8Hg+WlpbgcDgoLi5WdXdqnYSEPoiI+BZ5eYKZZsaAhg2TYG6+H4aGdyo8lsZWeWhslYPGVXlobJVHnrHV1NSUq225g7p58+bhyJEjCA0NRWFhoaARNTVcv34d8+bNAwBkZWVh6dKlUtsoLCzEd999h82bN6Nr165o1KgRHj58WOPvgtXX14eamhoSExNF8hMTE2Fqair8fu3aNVhYWEBbWxuxsbGYPHky7t69K7FNFxcXuLm5Cb/r6OggPj4e165dQ2ZmpnIu5BPC4/HAGIOvry/9h6YcxsaDz18llp+X1wyhoavA5U4Bh3Ne6vE0tspDY6scNK7KQ2OrPPKMbUWrnpLIHdQlJiZi2LBh+Oyzz9C5c2cAwLNnz/D8+XNhnZs3b1bYhomJCWJiYhAbG4vY2Fh5u1Djhg4dKnPdgoICFBQUiOUXFxfTL4aC8Pl8Gk8xXAA7ynwuX8YHn+8GwBuA9KVYGlvlobFVDhpX5aGxVR5Zx1besa/y5sPPnj3Ds2fPqnTsy5cvERcXh8DAQNy8eROBgYGIjo6ualeqLDk5GUVFRTAwMBDJNzAwwPv376vVtqOjIxYuXAguV+5nUQipAhsARhWUcwG0LakXWCM9IkRmHADGABoByALwBgC9yYoQuVUpqGvdujXGjh2Ltm3bQl1dXaSsomXXUkZGRhgwYABsbW2xYsUK7N+/H+/evUNgYCACAgJw8ODBqnRLboWFhQgNDcXgwYPh4+MDAOBwOBg8eDB2795drbbd3d3h7u4OHR0dkb34CFEO8afJq1ePkBpiBmAEAN0yeekAfAFEqaRHhNRZcgd1gwYNwoULF/Dq1SuYmpoiPDwc7dq1A4fDwX///SdTG+/evcPx48dx/PhxAEDHjh2xdu1azJw5E9OmTVNoUKetrY2OHTsKv5uYmMDCwgIpKSmIjY2Fm5sbPD098eDBA4SEhMDZ2Rna2trw8PCo1nlppo7UrAQF1yOkBpgBmCIhv3FJ/ilQYEeIHOQO6lxcXLBt2zZs2LABGRkZmDhxIj58+IBjx45VuHVIWZqamujfvz8GDBiAAQMGoEePHnj69Cl2795d6f148urVq5dIm6WbIh8+fBhz5szBqVOn0Lx5c2zatAktW7bEo0ePMGLECHz48KFa56WZOlKzggHEAmgNydtP8gHEldQjpBbgQDBDV/q5fBkrKX8KWoolREZyB3VmZmaYPn06AKCoqAiamprIzs7Gzz//DB8fH+zbt6/SNtLS0pCamopjx45h69atCA4ORlpamtydl0VgYCA4nPL/xRC1Z88e7NmzRynnJ6Rm8AE4AThT8plbrgwAnFHRQxKE1ChjiC65lscpKTcG8LomOkRI3Sf32mB2drbwPrqEhAR06NBBWCbrK74uX74MHo+HadOmYdq0aZg8eTI6deokb1dqNUdHR0RERCAkJETVXSGfDG8AkwCUfytLXEm++Kv5CFGZRgquRwiRP6i7e/cu+vfvD0AQnG3fvh1r1qzBoUOHpO7dVp6dnR2aN2+OESNG4M6dOxg2bBiCg4MRFxeHo0ePytulWsnd3R3m5uawtrZWdVfIJ8UbQDsAAwBML/nTBBTQkVonS8H1CCHyL78uWbIEjRoJ/tdp/fr1aNSoEaZOnYoXL15gyZIlcrX15MkTqKmpQV1dHQ0bNsTw4cMxdepU2Nvby9stQogQH7RtCan13kDwlGtjiN9TBwjuo8soqUcIkYlcQR2Xy0WbNm3w+PFjAEBOTg4WLFgg90kXL16MAQMGoH///tDR0UFYWBiCgoLwv//9D8HB9eNGbnr6lRBCKsAg2LZkSslnTrkylJTTQxKEyEyuoI7P5+Pq1aswMzNDenp6lU86ffp0BAYGCoO4+vh0KD39SgghlYiCYNuS8vvUZYD2qSOkCuRefg0PD0f79u3x+vXrKp+U7jMjhBACQBC4PQW9UYIQBZA7qFu3bh22bduGn376CaGhocjOzhYpl/Wl9bq6upg3bx7MzMwAAJGRkTh48CDNahFCyKeGgbYtIUQB5A7qLl++DAC4cOECGPv//5XicDhgjEFNrfIme/bsCT8/P+Tm5gq3/Fi8eDHWrFmDYcOG4eHDh/J2q9ahe+oIIYQQUpPkDuoGDhxY7ZPu2LEDFy5cwLfffovi4mIAAI/Hw4EDB7Bz507Y2tpW+xyqRvfUEUIIIaQmyR3UBQUFVfukvXr1EgnoAKC4uBi//fYbHjx4UO32CSGEEEI+NVVaG+zfvz+OHDmC27dvo1WrVgAAe3t79OvXT6bjMzIy0LZtW7F8IyMjme/JI4QQQggh/0/uoG7ChAnC++EsLS2hoaEBQPDgw5o1a2Rq4+TJkzh48CCmTJmCNm3aoE2bNpg6dSoOHDiAEydOyNulWoleE0YIIYSQmlSlp1/nz5+PI0eOYNq0acL827dvY926dTK1sWzZMjDG4OXlJXyworCwEHv37sWqVavk7VKtRPfUEUIIIaQmyR3UffbZZxLvq0tPT4eenp5MbRQWFsLZ2RmrV69Ghw4dAADR0dEoKChAixYtkJCQIG+3CCGEEEI+aXIvv75//x4dO3YUy+/fvz9evXolV1u5ubkIDw9HeHg4cnNzYW5ujtjYWHm7RAghhBDyyZM7qNu/fz927doFa2trMMbQqlUrzJgxA9u2bcPevXuV0UdCCCGEEFIJuZdft27dCi6Xi+vXr0NLSwtBQUHIz8/Htm3bsHv3bmX0kRBCCCGEVELuoA4Afv31V/z+++/o2LEjGjVqhMjISLHXhX3q6I0ShBBCCKlJcgd1M2fOxLlz55Cbm4uoqCi5ju3WrVuF5Z999pm83am16OlXQuoXLgewMQUM9YCENCD4KcCnl84TQmoRuYO6HTt2YN++fbhw4QKOHj0KPz8/8Pl8mY599OgRGGPgcDhiZaX5Zd8nSwghtYFdL2DX14BRs//Pi/0IOHkB3vQSHEJILSF3UGdoaIgRI0Zg+vTpOHXqFHJycnD69GkcO3YMd+7cqfBYExOTKneUEEJUwa4XcMZZPL91E0H+pJ0U2BFCage5g7ri4mJcunQJly5dgqamJuzs7DBjxgwEBAQgLi5O4nYnpd6+fVutzhJCSE3icgQzdKWfRcq4AJ8P7JwF+ITSUiwhRPWqdRd/bm4u/Pz8cOXKFbx48QLt2rWTWtfIyEiutkvfKUsIIapiYypYci0f0JXicoG2+oJ6hBCialUK6jQ1NTFjxgxcunQJ8fHxcHZ2hre3N8zNzaUec//+fezbtw+9evWSWqdx48b45ptv8OTJE0ycOLEqXSOEEIUx1FNsPSIZl8OBbZcumNa3L2y7dAFXwn3XhJDKyb38euLECYwZMwY5OTk4deoUNm/ejLt371Z6XJcuXbB27Vpcu3YNeXl5CA0Nxbt375CXl4cmTZqgS5cuMDc3x3///YcVK1bgypUrVbogQghRlIQ0xdYj4uysrLFrtgOMmukL82I/JsPpsCe874eosGeE1D1yz9QVFxdjypQpMDQ0xKJFi0QCuopm6lJSUrB06VIYGhrihx9+wIsXL6Cvr49OnToBAI4dO4aePXuib9++FNARQmqF4KeCp1ylPeDP5wNvkwX1iPzsrKxxZskStG7aTCS/dZOmOLNkCeysrFXUM0LqJrln6uzt7UW+N2rUCNOnT8c333yDnj17Qk2t4ibz8vJw9uxZnD17Vt5T1ym0+TAhdR+fCbYtOeMsCODK/jrz+QA4gPMRekiiKrgcDnbNdhB+FinjcsHn87HTwQE+D+6DT1tdESKTKkccNjY2OHz4MBISErBs2TLcuHEDX3zxhSL7Vqe5u7vD3Nwc1tb0f5qE1GXeDwTblsSniubHpdB2JtVhY2YGo2b6Uu+f43K5aKuvDxszsxruGSF1l1wzdQYGBpg9ezbmzZuHxo0b49SpU9DQ0MD48ePlfrsEIYTUFd4PBNuW0BslFMdQT0+h9QghcszUXbhwAc+ePcPnn38OZ2dntGrVCj/++KMy+0YIIbUGnwGBUcDfdwR/UkBXPQlpaQqtRwiRY6Zu5MiR+OOPP7B37168fPlSmX0ihBBSzwVHRSH2YzJaN2kq8d5jPp+PuJQUBNMqECEyk3mmrn///tDR0UFoaCju3r2LhQsXolmzZpUfSAghhJTDZwxOhz0BDkfs/eF8Ph/gcODs6UkPSRAiB5mDunv37uG7776DoaEh/vrrL0ybNg3v3r0Dl8vF0KFD0ahRI2X2kxBCSD3jfT8Ek9zcEJ+aIpIfl5KCSW5utE8dIXKSe0uTnJwceHh4wMPDA507d8a8efOwatUqbN26FdeuXcO4ceOU0U9CCCH1kPf9EPg8uA8bMzMY6ukhIS0NwVFRNENHSBVUaxO158+fY+XKlWjTpg2mT5+uqD7VOqNHj8bTp0/x/PlzzJs3T9XdIYSQeoXPGAIjI/H3v/8iMDKSAjpCqkjumTpJ+Hw+fHx84OPjo4jmahUejwc3NzcMHDgQ6enpCA0Nhbe3N1JSUio/mBBCCCGkhtDrDiphbW2NiIgIvHv3DtnZ2bhy5QqGDRum6m4RQgghhIio90GdjY0NLly4gPj4eDDGJN7z5+joiJiYGOTm5uLu3buwsrISlrVq1Qrx8fHC7/Hx8WjdunWN9J0QQgghRFb1PqjT1tZGWFgYFi5cKLF8ypQpcHNzw8aNG2FpaYmwsDD4+fmhefPmNdxTQgghhJCqU8g9dbWZr68vfH19pZYvWbIE+/fvx+HDhwEA8+fPx+jRozF37ly4urri3bt3IjNzrVu3RkiI9Mfs1dXVoaGhIfyuo6MDQHBvHo/Hq+bV1B+McQHYgLGW4HDeAwgGh8Ov7DDweDxwuVwaSyWgsVUeGlvloHFVHhpb5ZFnbOUd/3of1FWkQYMG6NmzJ1xcXIR5jDH4+/ujT58+AICQkBB07doVrVq1Qnp6OkaOHInNmzdLbXP16tXYsGGDWP7QoUORm5ur8GuoixIS+iAi4lvk5QlmQxkDGjZMgrn5fhga3qnwWB6PB0tLS3A4HBQXF9dEdz8ZNLbKQ2OrHDSuykNjqzzyjK2mpqZcbX/SQZ2+vj7U1NSQmJgokp+YmAhTU1MAQHFxMZYuXYqAgABwuVz89ttvFT756uLiAjc3N+F3HR0dxMfH49q1a8jMzFTOhdQhjI0Hn79KLD8vrxlCQ1eBy50CDue81ON5PB4YY/D19aX/0CgYja3y0NgqB42r8tDYKo88Y1u62ierTzqok9XFixdx8eJFmeoWFBSgoKAAjo6OWLhwofCdhsXFxfSLAS6AHWU+ly/jg893A+ANQPpSLJ/Pp/FUEhrbCnAAGANoBCALwBsAcmynRmOrHDSuykNjqzyyjq28Y/9JB3XJyckoKiqCgYGBSL6BgQHev39frbbd3d3h7u4OHR0dZGRkVKut+sMGgFEF5VwAbUvqBdZIjwiRiRmAEQB0y+SlA/AFQO+bJ4TUEvX+6deKFBYWIjQ0FIMHDxbmcTgcDB48GHfuVHxvV2UcHR0RERFR4UMVnx5DBdcjpAaYAZgCoHG5/MYl+WY13iNCCJGo3s/UaWtro2PHjsLvJiYmsLCwQEpKCmJjY+Hm5gZPT088ePAAISEhcHZ2hra2Njw8PKp1XpqpkyRBwfUIUTIOBDN0pZ/Ll7GS8qeQaymWEEKUod4Hdb169cLNmzeF33fsENzTdfjwYcyZMwenTp1C8+bNsWnTJrRs2RKPHj3CiBEj8OHDBxX1uD4LBhALoDUkTxLzAcSV1COkFjCG6JJreZyScmMAr2uiQ4QQIl29D+oCAwPB4ZT/X2xRe/bswZ49exR63vIPShBAELQ5AThT8plbrgwAnFHRQxKE1KhGCq5HCCFKRBGHkri7u8Pc3BzW1taq7kot4w1gEoD4cvlxJfneNd4jQqTKUnA9QghRono/U0dqI28APhA85WoIwT10waAZOlLrvIHgKdfGEL+nDhDcR5dRUo8QQlSMgjoloeXXyvBB25aQWo9BsG3JlJLPnHJlKCmnhyQIIbUARRxKQsuvhNQTUQBOQTAjV1ZGST7tU0cIqSVopo4QQioTBcG2JdV4owQhhCgbBXWEECILBtq2hBBSq9Hyq5LQGyUIIYQQUpMoqFMSuqeOEEIIITWJll8/WVzQliKEEEJI/UFB3SfJDsAuAEZl8mIheNsDbf5LCCGE1EW0/PrJsYPgNV2ty+W3Lsm3q/EeEUIIIaT6KKhTktr5oAQXghm60s/lywBgp4QyQgghhNR29K+3ktTOByVsIFhylfZj5wJoW1KPEEIIIXUJBXWfFEMF1yOEEEJIbUFB3SclQcH1CCGEEFJbUFD3SQmG4ClXaVuX8AG8LalHCCGEkLqEgro6jQvAFsC0kj8r+3HyIdi2pPRz+TIAcJZQRgghhJDajoI6JVH+0692ELyI8iaAEyV/vkblW5J4A5gEIL5cflxJPu1TV9dxOYCtGTCtj+BPLkfVPSKEEFITaPNhJXF3d4e7uzt0dHSQkZGh4NZL95orr3SvucqCM28APqA3StQ/dr2AXV8DRs3+Py/2I+DkBXg/UF2/CCGEKB/N1NU5itprjg8gEMDfJX9SQFfX2fUCzjgDrZuK5rduIsi366WKXhFCCKkpFNTVObTXHBHH5Qhm6Eo/i5RxATBg5yxaiiWEkPqMgro6h/aaI+JsTAVLrtKCNi4XaKsvqEeqhsvhwLZLF0zr2xe2XbqAy6EImRBSu9A9dXUO7TVHxBnqKbYeEWVnZY1dsx1g1ExfmBf7MRlOhz3hfb82vQqQEPIpo5m6Oof2miPiEtIUW4/8Pzsra5xZsgStmzYTyW/dpCnOLFkCO6va9CpAQsinjIK6Oof2miPigp8KnnLlS/mx8/nA22RBPSI7LoeDXbMdhJ9FyrhcgDHsdHCgpVhCSK1AQZ2SKHefOtprjojiM8G2JeCIB3Z8viDf+YigHpGdjZkZjJrpSw3auFwu2urrw8bMrIZ7Rggh4iioUxJ3d3eYm5vD2lpZSzPeANoBGABgesmfJqCA7tPl/QCYtBOITxXNj0sR5NM+dfIz1NNTaD1CCFEmelCiTivda44QAe8HgE+o4ClXQz3BPXTBT2mGrqoS0tIUWo8QQpSJgjpC6hk+AwKjVN2L+iE4KgqxH5PRuklTwT105fD5fMSlpCA4igacEKJ6tPxKCCFS8BmD02FPgMMBv9zNinw+H+Bw4OzpCT6jqVBCiOpRUEcIIRXwvh+CSW5uiE9NEcmPS0nBJDc32qeOEFJr0PIrIYRUwvt+CHwe3IeNmRkM9fSQkJaG4KgomqEjhNQqFNQRQogM+IwhMDJS1d0ghBCpaPlVBufOnUNKSgpOnz6t6q4QQgghhEhEQZ0Mdu3aha+//lrV3SCEEEIIkYqCOhkEBgYiMzNT1d0ghBBCCJGqzgd1NjY2uHDhAuLj48EYw7hx48TqODo6IiYmBrm5ubh79y6srKxU0FNCaggHgpeNdC35k15LSgghn4Q6/6CEtrY2wsLCcOjQIXh7i78ia8qUKXBzc8P8+fNx7949ODs7w8/PD5999hmSkpIAAA8fPoSamvhQDBs2DAkJCUq/BkIUxgzACAC6ZfLSAfgCoP1xCSGkXqvzQZ2vry98fX2lli9ZsgT79+/H4cOHAQDz58/H6NGjMXfuXLi6ugIAevToobD+qKurQ0NDQ/hdR0cHAMDj8cDj8RR2nk8Vj8cDl8ulsZSAmTLwJ/HFCxoDmAJwz3DBeSp92o7GVnlobJWDxlV5aGyVR56xlXf863xQV5EGDRqgZ8+ecHFxEeYxxuDv748+ffoo5ZyrV6/Ghg0bxPKHDh2K3NxcpZzzU8Lj8WBpaQkOh4Pi4mJVd6fWYGC4/vl15CFPfLmVA4AB6mPVMdhkMDhS1mNpbJWHxlY5aFyVh8ZWeeQZW01NTbnartdBnb6+PtTU1JCYmCiSn5iYCFNTU5nbuXbtGiwsLKCtrY3Y2FhMnjwZd+/elVjXxcUFbm5uwu86OjqIj4/HtWvX6GELBeDxeGCMwdfXl/5DUwYzZuD3kjBLV4oD5Gnk4UrkFXDeSA/qaGyVg8ZWOWhclYfGVnnkGdvS1T5Z1eugTlGGDh0qc92CggIUFBTA0dERCxcuFL4EvLi4mH4xFITP59N4lqclWzW+Fh+oYNhobJWHxlY5aFyVh8ZWeWQdW3nHvs4//VqR5ORkFBUVwcDAQCTfwMAA79+/V+q53d3dYW5uDmtra6WehxAAQJaC6xFCCKlz6nVQV1hYiNDQUAwePFiYx+FwMHjwYNy5c0eFPSNEwd5A8JSrtFeRspLyNzXWI0IIITWszi+/amtro2PHjsLvJiYmsLCwQEpKCmJjY+Hm5gZPT088ePAAISEhcHZ2hra2Njw8PJTar/LLr4QoFYNg25IpJZ855cpQUk7vnyeEkHqrzgd1vXr1ws2bN4Xfd+zYAQA4fPgw5syZg1OnTqF58+bYtGkTWrZsiUePHmHEiBH48OGDUvvl7u4Od3d36OjoICMjQ6nnIgSAYB+6UxDfpy4DtE8dIYR8Aup8UBcYGAgOp+It8/fs2YM9e/bUUI8IUaEoAE8BGANoBME9dG9AM3SEEPIJqPNBXW1Fy69EZRiA16ruBCGEkJpGEYeS0NOvhBBCCKlJFNQRQgghhNQDFNQpiaOjIyIiIhASEqLqrhBCCCHkE0BBnZLQ8ishhBBCahIFdYQQQggh9QAFdYQQQggh9QAFdUpC99QRQgghpCZRUKckdE8dIYQQQmoSBXWEEEIIIfUABXWEEEIIIfUABXVKQvfUEUIIIaQmUVCnJHRPXcW4HMDWDJjWR/Anl6PqHhFCCCF1m5qqO0A+PXa9gF1fA0bN/j8v9iPg5AV4P1Bdv+oLLocDGzMzGOrpISEtDcFRUeAzpupuEUIIUTIK6kiNsusFnHEWz2/dRJA/aScFdtVhZ2WNXbMdYNRMX5gX+zEZToc94X2fbgUghJD6jJZf6zIOgHYAupb8WcuXMLkcwQxd6WeRspK/iTtn0VJsVdlZWePMkiVo3bSZSH7rJk1xZskS2FnRrQCEEFKf0UxdXWUGYAQA3TJ56QB8AUTJcDwHgDGARgCyALwBoOQVOhtT0SXX8rgcoK2+oF6gLNdAhLgcDnbNdhB+FinjcsHn87HTwQE+D+7TUiwhhNRTFNQpiaOjIxYuXAguVwmToWYApkjIb1ySfwoVB3bVDQiryLCJYuuR/2djZiay5Foel8tFW3192JiZITAysgZ7RgghpKbQ8quSKO3pVw4EAVnp5/JlKCmXtoRZGhA2LpdfGhCaKaCPUiRoKLYe+X+GenoKrUcIIaTuoaCurjGGYIZNWtDGKSk3llJWnYCwmoKTgdhCgC9l9Y/PgLeFgnpEPglpaQqtRwghpO6hoK6uaVSNetUJCBWAnwk4JZV8LhfYlX53ThLUI/IJjopC7Mdk8Pl8ieV8Ph9vk5MRHEU3KxJCSH1FQV1dk1WNetUJCBXhDeD9DpiUAMQXiRbFFQnyvd8J6hH58BmD02FPgMMRC+z4fD7A4cDZ05MekiCEkHqMgrq65g0EDzVI+7eZlZRLCoyqExAqAgPgC3hnAe1igAFxwPQEwZ8mMYJ8+ELpT+HWV973QzDJzQ3xqSki+XEpKZjk5kb71BFCSD1HT7/WNSWBEaaUfOaUKwOkB0alAWFjwfYhNpqAIQ9IKAaCc0uWQDOg3JmyKACnAP4IILBs3zOg9KdvPwXe90Pg8+D+/7V372FR1fkfwN8zAxoMoCKCrQlJhhd0IS+kEmq6WWarWabWlpTbtoW6sWiZ7q80u6hhkqu4lU8hZk+7abnptmIq6BoPxCWcENFMQQGBREFBhut8fn8QY8N1BmYYZny/nufz1HzP+Z7zmQ8DfTpnzjl8ogQR0U2ITZ0t+qUxanZbkvYao18awtkLgU39gIGONxbl1TZ8323P57D8kbJsAKfQ5ffJu1noRHjbEiKimxCbOgux6H3qgA43RrPVwO5bm48PcGgYn6MG9pg715YIgNyu2BEREdHNgd+psxCL3afuV5QAJjkB810b/tneD7PNx3QpAAgf00VERGSreKTORs0e09Cg/fqxW3mXgRd3AHvSWp7T7mO6lHxMFxERka3ikTobNHsMsDscGOBuOD6gT8P47DEtz7u1t3HbN3Y9IiIi6j7Y1NmYNk+hKtHmKdTCMuP2Yex6RERE1H2wqbMxjadQW/ve269PoTZ17FTDKdpWHjoAnQ64UNKwnqUpFQpMGj4c8ydMwKThw6FU8It8REREncHv1NkYw1OjCgDDAEVvQMrQcEmstLBeA500fOdudzig0ymgVN6Yq9NlAwpB+CetP5vVXGaPDcKmp0MxsK+Hfizvcgle3B7LG+QSERF1EJs6G3Pj1GgQoAwFFDcaI0gJoIsFkNLqKdQ9aUDk10FY+lAolKobc3Uowbv/icWeNMs2VbPHBmF3RESz8QF93LE7IoJPPiAiIuognn61McdOASUVQRBlBICml7K6Q5QRuFQe1Oop1Nljg/DSzAgolYZzlQp3vDQzArPHWvAWLAoFNj0dqv93g2VKJSCC90JDeSqWiIioA9jUteO2225DQkICsrKyoNFoMGfOHCtnpGg4QgcATZsfxS9XSihDYfj8sAbWbqpChg3DwL4erW5fqVTC28MDIcOGWWT/RERE9oxNXTvq6uoQHh4Of39/TJs2De+99x6cnZ2tlk/IsGHwcPWAopXGSKFQop9by42RtZuqW3v3Nut6REREdAO/U9eOoqIiFBUVAQCKi4tRUlICd3d3VFZWWiWfzjRG1m6qCsvKzLoeERER3WDzR+pCQkKwd+9eFBQUQEQwa9asZuuEhYUhJycHWq0WycnJGDt2bIf2NWrUKKhUKuTn53c27Q7rTGNk7abqWHY28i6XQNfKPVV0Oh0ulJTgWDYfZ0FERGQqm2/q1Go1NBoNFi1a1OLyuXPnYuPGjXj99dcxatQoaDQaHDhwAP369dOvk5GRgczMzGZx66236tfp06cPduzYgeeee87i76ktnWmMrN1U6UTw4vZYQKFoloNOpwMUCoTHxkInFr6nChERkR2y+dOvcXFxiIuLa3V5REQEtm3bhu3btwMAnn/+ecyYMQMLFy7E+vXrAQB33XVXm/vo0aMH/v3vf2PdunVISkpqd92ePXvqX7u6ugIAVCoVVCqVMW+pXX/d8Qk+Dw+HTqdruMDhF42NUcQnn0ChVKKlvXVmrjns/T4dc997D1ELFmBg3xtX4OZfuYKITz7B3u/T26yTSqWCUqk0Wy3pBtbWclhby2BdLYe1tRxTamtq/W2+qWuLo6MjRo8ejbVr1+rHRASHDh3C+PHjjd7O9u3bER8fj507d7a77ooVK7B69epm4/fddx+0Wq3R+2xLNYB1/zuKP40Zi35qtX78slaLbWmpqO7ngenTp5t9rrlUA1gctx/DPT3h7uSEK1otTv78M3RG7FulUmHUqFFQKBSor6+3aJ43G9bWclhby2BdLYe1tRxTauvk5GTStu26qfPw8ICDgwOKi4sNxouLizF0aAvP0WpBcHAw5s2bhx9++AEPP/wwAOCpp57CiRMnWlx/7dq12Lhxo/61q6srCgoKcPDgQZSXl3fsjbRgP4DV27YhZOhQ9O/dG0VlZTh26pRRpy47M9ecvu7AHJVKBRFBXFwc/9CYGWtrOaytZbCulsPaWo4ptW0822csu27qzCExMdGkw581NTWoqalBWFgYFi1apD/FWV9fb/ZfjHoA8a00l5aca206nc4i9STW1pJYW8tgXS2HtbUcY2trau1t/kKJtpSUlKCurg5eXl4G415eXvrblFjK1q1b4e/vj6Agyz2hgYiIiKiRXTd1tbW1SE9Px9SpU/VjCoUCU6dObfeCh84KCwtDVlYWUlL4HFMiIiKyPJs//apWqzF48GD960GDBiEgIABXrlxBXl4eNm7ciNjYWKSlpSElJQXh4eFQq9WIiYmxaF5bt27F1q1b4erqimvXrll0X0REREQ239SNGTMGR44c0b+OiooC0HDF6jPPPIPPP/8c/fr1w5o1a9C/f38cP34cDzzwAH7++WcrZUxERERkfjbf1B09erTV56A2io6ORnR0dBdl1KDphRJERERElsSOw0J4oQQRERF1JTZ1RERERHaATZ2F8OpXIiIi6kps6iyEp1+JiIioK9n8hRK2wtRHfVDLVCoVnJyc4OrqyrucmxlrazmsrWWwrpbD2lqOKbXlY8K6mcYfSEFBgZUzISIiIlvk6upq1PPjFQC69inuN6Hf/OY3Rv0wOiolJaXDp3lNmdveum0tb21ZS+NNx3792tXVFQUFBRgwYIBFa9pWzuaeb8x6rG3H5namtp2pa9Oxm7G2/Mx2fD5ra5m5tvr3wNXVFRcvXmx3PYBH6rqEsT+MjtLpdB3+pTNlbnvrtrW8tWUtjTcda2md8vJyi/+h6UxdTZlvzHqsbcfmdqa2nalra2M3U235me34fNbWMnNt9e+BKbXhhRJ2oDM3VjZlbnvrtrW8tWUtjTcd6+obR5trv8bON2Y91rZjcztT287U1dh9W0J3qS0/sx2fz9paZu7N8PeAp1/JpjQ+S9fNzc3i//d4s2FtLYe1tQzW1XJYW8uxZG15pI5sSnV1NVavXo3q6mprp2J3WFvLYW0tg3W1HNbWcixZWx6pIyIiIrIDPFJHREREZAfY1BERERHZATZ1RERERHaATR0RERGRHWBTR3blyy+/xJUrV7Br1y5rp2I3brvtNiQkJCArKwsajQZz5syxdkp2o1evXkhNTUVGRgYyMzPx7LPPWjslu+Pk5ITc3FxERkZaOxW7kZOTA41Gg4yMDMTHx1s7Hbty++23Iz4+HllZWfjhhx/g7Oxs8jaEwbCXmDRpkjz00EOya9cuq+diL9G/f38JCAgQAOLl5SX5+fni7Oxs9bzsIZRKpTg5OQkAcXZ2lnPnzom7u7vV87KnePPNN+Wf//ynREZGWj0Xe4mcnBxRq9VWz8Me48iRI3LPPfcIAOnTp4+oVCqT5vNIHdmVo0eP8kaZZlZUVASNRgMAKC4uRklJCdzd3a2clX3Q6XTQarUAgJ49e0KhUEChUFg5K/sxePBgDB06FPv377d2KkTtGj58OGpra/Htt98CAEpLS1FfX2/SNtjUUbcREhKCvXv3oqCgACKCWbNmNVsnLCwMOTk50Gq1SE5OxtixY62QqW0xZ11HjRoFlUqF/Px8S6dtE8xR2169euH48ePIz89HZGQkLl++3FXpd2vmqO2GDRuwYsWKrkrZJpijriKCo0ePIiUlBU888URXpd7tdba2d955JyoqKrB3716kp6d36LPLpo66DbVaDY1Gg0WLFrW4fO7cudi4cSNef/11jBo1ChqNBgcOHEC/fv26OFPbYq669unTBzt27MBzzz3XFWnbBHPU9urVqwgMDMSgQYPwxBNPwNPTs6vS79Y6W9uZM2fixx9/xJkzZ7oy7W7PHJ/Ze+65B2PGjMHMmTOxcuVKjBw5sqvS79Y6W1sHBweEhIQgLCwM48ePx3333Yff/e53Judh9XPIDEbTEBGZNWuWwVhycrJs3rxZ/1qhUEh+fr4sX77cYL1JkybxO3VmrmuPHj3k6NGj8uSTT1r9PXTX6MxntjGio6Pl0Ucftfp76W7Rkdq+/fbbcuHCBcnJyZFLly5JWVmZvPrqq1Z/L90pzPGZfeeddyQ0NNTq76W7RUdqO27cOImLi9MvX7ZsmSxbtsyk/fJIHdkER0dHjB49GocOHdKPiQgOHTqE8ePHWzEz22ZsXbdv3474+Hjs3LnTGmnaJGNq6+npCRcXFwCAm5sbJk6ciNOnT1slX1tiTG1XrlwJb29vDBo0CMuWLcO2bdvwxhtvWCtlm2BMXZ2dnfWfWbVajSlTpiArK8sq+doSY2qbmpoKT09P9O7dGwqFAhMnTkR2drZJ+3Ewa9ZEFuLh4QEHBwcUFxcbjBcXF2Po0KH61wcPHkRAQADUajXy8vLw2GOPITk5uavTtRnG1DU4OBjz5s3DDz/8gIcffhgA8NRTT+HEiRNdna5NMaa2Pj4++PDDD/UXSGzevJl1NYKxfw/INMbU1cvLC3v27AEAqFQqbNu2DWlpaV2eq60xprb19fVYuXIl/ve//0GhUOCbb77B119/bdJ+2NSRXbnvvvusnYLdSUxMhEqlsnYadik1NRV33XWXtdOwe7GxsdZOwW7k5OQgMDDQ2mnYrbi4OMTFxXV4Pk+/kk0oKSlBXV0dvLy8DMa9vLxQVFRkpaxsH+tqOayt5bC2lsG6Wk5X1ZZNHdmE2tpapKenY+rUqfoxhUKBqVOnIikpyYqZ2TbW1XJYW8thbS2DdbWcrqyt1a8SYTAAiFqtloCAAAkICBARkfDwcAkICJCBAwcKAJk7d65otVpZsGCBDB06VN5//325cuWKeHp6Wj337hysK2tri8Hasq62Ft2kttYvBIMBNNyKpCUxMTH6dRYtWiS5ublSVVUlycnJEhQUZPW8u3uwrqytLQZry7raWnSH2ip++RciIiIismH8Th0RERGRHWBTR0RERGQH2NQRERER2QE2dURERER2gE0dERERkR1gU0dERERkB9jUEREREdkBNnVEREREdoBNHREREZEdYFNHRCYZMmQIkpKSoNVqkZGRYe102hUTE4M9e/ZYZNsJCQmIioqyyLZtgYhg1qxZ1k6DiH7Bpo7ITnl4eKC6uhrOzs5wcHBARUUFBg4c2Ontvv7667h+/TqGDBmCqVOntrhOTEwMRAQigpqaGpw7dw7r169Hz549O71/U7344ot4+umnu3y/ABAaGorS0lKT5nTHRnHVqlUtNvD9+/fH/v37LbpvpVKJ5cuXIzs7G5WVlbh8+TKSk5Pxxz/+Ub9Od6wZkTU4WDsBIrKM8ePHQ6PRoLKyEkFBQbhy5Qry8vI6vd077rgDX3/9NS5cuNDmevv378czzzwDR0dHjB49GrGxsRARvPLKK53OwRTXrl1rc7mjoyNqa2u7KJvupbPvvbi42IzZtGzVqlX485//jMWLFyMtLQ1ubm4YM2YM+vTpY/F9E9kiYTAY9hdr166VqKgoASARERHy2WeftTtHoVDIq6++Knl5eVJVVSUZGRly//3365c3tWrVqha3ExMTI3v27DEY2717t6Snpxvs65VXXpFz585JZWWlHD9+XB599FGDOdOnT5fTp09LZWWlxMfHS2hoqIiI9OrVSwDIqlWrJCMjw2DOiy++KDk5Oa3mkpCQIJs3b5aoqCi5dOmSxMfHCwDx9/eX//73v1JeXi5FRUWyY8cO6du3r36es7OzxMbGSnl5uVy8eFEiIiIkISFBX+OWIjQ0VEpLS/WvG/N98sknJScnR8rKyuSzzz4TFxcXfa5N+fj4GJWfi4uL7Ny5UyoqKuTixYsSHh7eLL+cnBz5v//7P4mNjZWrV69KTEyMAJB169bJ6dOn5fr163L27FlZs2aNODg46N9DU6GhofrPw6xZs/TbHzFihBw+fFgqKyulpKREPvjgA1Gr1c1+FkuXLpWLFy9KSUmJbNmyRb+vliIjI0Nee+21Vpd3pmaNn4XNmzdLWVmZXLp0SdasWWOw/RdeeEF+/PFH0Wq1UlRUJLt27bL67zaD0UZYPQEGg2GmGDhwoJSWlkppaalUV1dLZWWllJaWSlVVlWi1WiktLZXo6OhW54eHh0tZWZnMmzdP/Pz8ZN26dVJdXS2DBw8WAOLl5SWZmZkSGRkpXl5eBv/B/nU0baT8/f3l4sWLkpSUpB9buXKlnDx5UqZNmyaDBg2S0NBQ0Wq1MnHiRAEgt912m2i1WtmwYYP4+fnJE088IYWFhWZp6q5duybr168XPz8/8fPzk169eklxcbG89dZbMmTIEAkMDJQDBw7I4cOH9fOio6MlNzdXpkyZIiNGjJC9e/fK1atXTW7qrl27Jrt37xZ/f3+555575OLFi/Lmm28KAHFzc5PExET54IMPxMvLS7y8vESpVBqV34cffig5OTkyZcoU8ff3ly+++KJZfo2NZEREhPj6+oqvr68AkL/97W8yfvx48fHxkYceekgKCwvlpZdeEgByyy23SGRkpGRmZupzuuWWWwQwbOqcnZ2loKBA/97uvfdeOXv2rL5xbPxZlJWVydatW2XIkCEyY8YMqaiokGeffbbVGu7fv1+OHDkiHh4eLS7vTM0aPwtRUVH6z9iv8xk9erTU1tbK/PnzxdvbWwIDA2XJkiVW/z1nMNoIqyfAYDDMFCqVSnx8fGTkyJFSXV0tI0eOFF9fX7l27ZqEhISIj4+PwZGKppGfny8rVqwwGPvuu+9ky5Yt+tcZGRmtHqFrjJiYGKmtrZXy8nLRarUiIlJXVyePPPKIAJAePXpIRUWFjBs3zmDetm3b5NNPPxUA8tZbb8mJEycMlq9du9YsTd2vjxgCDU1NXFycwdiAAQNEROTOO+8UtVotVVVVMmfOHP3yPn36yPXr101u6ioqKvRH5gDI+vXrDZrdlo7+tZefi4uLVFdXGxzpdHNzk4qKimZN3Zdfftnu52jp0qWSmppqkHfTOgOGTd2zzz4rly9fFmdnZ/3y6dOnS11dnXh6eup/Fjk5OaJUKvXr/Otf/2rzKPKwYcMkKytL6urqRKPRyD/+8Q954IEHDNbpSM0a52VlZTX7jDWOzZ49W8rKygx+XgxGdw5+p47IjtTX1+P8+fN47LHHkJqaiszMTEyYMAHFxcU4duxYm3NdXV0xYMAAJCYmGownJiYiICDA5FwSEhLwwgsvQK1W469//Svq6urw5ZdfAgAGDx4MtVqNgwcPGszp0aOH/gv5w4YNw3fffWewPCkpyeQ8WpKenm7wOiAgAPfeey/Ky8ubrXvHHXfAyckJPXv2NMintLQUp0+fNnnfubm5qKio0L8uLCyEp6dnm3OMya9Hjx5ISUnRj1+7dq3F/NLS0pqNzZ07F3/5y19wxx13wMXFBQ4ODu1+F7GpYcOG6b/D2SgxMREqlQpDhgzBzz//DADIysqCTqfTr1NYWIiRI0e2ut3s7GyMGDECo0ePRnBwMCZOnIh9+/Zh+/bt+NOf/tTqvPZqdubMGQBAcnKywbKkpCQsXboUSqUSBw8exPnz53Hu3DnExcUhLi4Oe/bsgVarNa4oRF2MTR2RHTlx4gR8fHzg6OgIpVKJ8vJyODg4wMHBAeXl5Th//jxGjBjRJblcv34dZ8+eBQAsXLgQGo0GCxcuxMcffwwXFxcAwIwZM1BQUGAwr7q62uh96HQ6KBQKgzFHR0ejcvs1FxcX7Nu3D8uXL2+2bmFhIQYPHmx0Tu1pemGCiECpbPtGBObMr+l7HzduHD799FOsWrUKBw4cwNWrVzF//nwsXbrU6G2aoiPvX0SQlpaGtLQ0bNq0CX/4wx+wc+dOvPXWW8jNzW1xTns1M0ZFRQVGjRqFyZMnY9q0aVizZg1Wr16NsWPH4urVq0Ztg6gr8ZY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" ] @@ -544,9 +539,7 @@ "cell_type": "code", "execution_count": 9, "id": "697a88bd", - "metadata": { - "scrolled": false - }, + "metadata": {}, "outputs": [ { "name": "stdout", @@ -554,41 +547,41 @@ "text": [ "How much faster X is vs. Y\n", "End Time: 1.0e-03\n", - "\t nbrk_ode = 10.4x solve_ivp\t cyrk_ode = 16.9x solve_ivp\n", - "\t CySolver = 21.3x solve_ivp\t nbrk_ode = 0.6x cyrk_ode\n", + "\t nbrk_ode = 10.6x solve_ivp\t cyrk_ode = 16.5x solve_ivp\n", + "\t CySolver = 20.8x solve_ivp\t nbrk_ode = 0.6x cyrk_ode\n", "\t CySolver = 2.0x nbrk_ode\t CySolver = 1.3x cyrk_ode\n", "End Time: 1.0e-02\n", - "\t nbrk_ode = 10.4x solve_ivp\t cyrk_ode = 16.9x solve_ivp\n", - "\t CySolver = 21.6x solve_ivp\t nbrk_ode = 0.6x cyrk_ode\n", - "\t CySolver = 2.1x nbrk_ode\t CySolver = 1.3x cyrk_ode\n", + "\t nbrk_ode = 9.3x solve_ivp\t cyrk_ode = 16.1x solve_ivp\n", + "\t CySolver = 20.1x solve_ivp\t nbrk_ode = 0.6x cyrk_ode\n", + "\t CySolver = 2.2x nbrk_ode\t CySolver = 1.2x cyrk_ode\n", "End Time: 1.0e-01\n", - "\t nbrk_ode = 14.5x solve_ivp\t cyrk_ode = 20.0x solve_ivp\n", - "\t CySolver = 30.0x solve_ivp\t nbrk_ode = 0.7x cyrk_ode\n", + "\t nbrk_ode = 14.5x solve_ivp\t cyrk_ode = 19.8x solve_ivp\n", + "\t CySolver = 29.8x solve_ivp\t nbrk_ode = 0.7x cyrk_ode\n", "\t CySolver = 2.1x nbrk_ode\t CySolver = 1.5x cyrk_ode\n", "End Time: 1.0e+00\n", - "\t nbrk_ode = 28.0x solve_ivp\t cyrk_ode = 26.5x solve_ivp\n", - "\t CySolver = 61.0x solve_ivp\t nbrk_ode = 1.1x cyrk_ode\n", + "\t nbrk_ode = 29.2x solve_ivp\t cyrk_ode = 27.2x solve_ivp\n", + "\t CySolver = 63.0x solve_ivp\t nbrk_ode = 1.1x cyrk_ode\n", "\t CySolver = 2.2x nbrk_ode\t CySolver = 2.3x cyrk_ode\n", "End Time: 1.0e+01\n", - "\t nbrk_ode = 94.4x solve_ivp\t cyrk_ode = 35.0x solve_ivp\n", - "\t CySolver = 297.8x solve_ivp\t nbrk_ode = 2.7x cyrk_ode\n", - "\t CySolver = 3.2x nbrk_ode\t CySolver = 8.5x cyrk_ode\n", + "\t nbrk_ode = 95.0x solve_ivp\t cyrk_ode = 36.6x solve_ivp\n", + "\t CySolver = 294.2x solve_ivp\t nbrk_ode = 2.6x cyrk_ode\n", + "\t CySolver = 3.1x nbrk_ode\t CySolver = 8.0x cyrk_ode\n", "End Time: 1.0e+02\n", - "\t nbrk_ode = 116.3x solve_ivp\t cyrk_ode = 37.8x solve_ivp\n", - "\t CySolver = 439.0x solve_ivp\t nbrk_ode = 3.1x cyrk_ode\n", - "\t CySolver = 3.8x nbrk_ode\t CySolver = 11.6x cyrk_ode\n", + "\t nbrk_ode = 122.4x solve_ivp\t cyrk_ode = 37.4x solve_ivp\n", + "\t CySolver = 449.5x solve_ivp\t nbrk_ode = 3.3x cyrk_ode\n", + "\t CySolver = 3.7x nbrk_ode\t CySolver = 12.0x cyrk_ode\n", "End Time: 1.0e+03\n", - "\t nbrk_ode = 119.4x solve_ivp\t cyrk_ode = 38.3x solve_ivp\n", - "\t CySolver = 470.2x solve_ivp\t nbrk_ode = 3.1x cyrk_ode\n", - "\t CySolver = 3.9x nbrk_ode\t CySolver = 12.3x cyrk_ode\n", + "\t nbrk_ode = 123.1x solve_ivp\t cyrk_ode = 37.9x solve_ivp\n", + "\t CySolver = 474.8x solve_ivp\t nbrk_ode = 3.2x cyrk_ode\n", + "\t CySolver = 3.9x nbrk_ode\t CySolver = 12.5x cyrk_ode\n", "End Time: 1.0e+04\n", - "\t nbrk_ode = 108.0x solve_ivp\t cyrk_ode = 39.7x solve_ivp\n", - "\t CySolver = 473.5x solve_ivp\t nbrk_ode = 2.7x cyrk_ode\n", - "\t CySolver = 4.4x nbrk_ode\t CySolver = 11.9x cyrk_ode\n", + "\t nbrk_ode = 105.7x solve_ivp\t cyrk_ode = 37.9x solve_ivp\n", + "\t CySolver = 465.0x solve_ivp\t nbrk_ode = 2.8x cyrk_ode\n", + "\t CySolver = 4.4x nbrk_ode\t CySolver = 12.3x cyrk_ode\n", "End Time: 1.0e+05\n", - "\t nbrk_ode = 99.4x solve_ivp\t cyrk_ode = 37.9x solve_ivp\n", - "\t CySolver = 446.6x solve_ivp\t nbrk_ode = 2.6x cyrk_ode\n", - "\t CySolver = 4.5x nbrk_ode\t CySolver = 11.8x cyrk_ode\n" + "\t nbrk_ode = 102.4x solve_ivp\t cyrk_ode = 38.4x solve_ivp\n", + "\t CySolver = 443.2x solve_ivp\t nbrk_ode = 2.7x cyrk_ode\n", + "\t CySolver = 4.3x nbrk_ode\t CySolver = 11.5x cyrk_ode\n" ] } ], @@ -623,7 +616,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.5" + "version": "3.12.0" } }, "nbformat": 4, diff --git a/Benchmarks/CyRK_CySolver.pdf b/Benchmarks/CyRK_CySolver.pdf new file 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zHT~BOKCs^rLIAr(s0c8vLt$_@?)6lhfd4wgAwL%4zz*L?{a*@kfNcoa&&IfXM^E3S)3waKw*q?LV;oNu_ z+UWe4E)RF8z!Fi;{tns|Zm_V-xnc&MZZ0|D9`Hlqjy z0ZYX1MUTe>ve4rvTE9NZ0L#e&mB3aOASiB*1Ixnx(_+AO>(65F|FjtH`w3h@Tq-4X zY~nn&_y2QoIJWEllX+~n_a_s#c>T2O(JFHET?$y$!TRVl?oj)~k2bu3gRVn;ew<|k z2Vj3zmIFS#z@0sw16EEqj4Kx7UbAe*Tcq^960xYkOL!RVfXX1CB2n?8m|H?z4|Ee1liu}7xp>W`o>i4=( zC}ytcQgI#>V3ipwV^kvjKb!1lDnN#XTg4lgC9DTUX%x>F@%0;ykey9@s;-1l$%4 Md?Lo9ps7gyAGacH_y7O^ literal 0 HcmV?d00001 diff --git a/Performance/cyrk_performance-DOP853.csv b/Performance/cyrk_performance-DOP853.csv index 792d2fc..28b3786 100644 --- a/Performance/cyrk_performance-DOP853.csv +++ b/Performance/cyrk_performance-DOP853.csv @@ -18,3 +18,4 @@ CyRK Version, Run-on Date, cython (avg), cython (std),CySolver (avg),CySolver (s 0.8.0, 06/09/2023 15:03:15, 0.9615, 0.0011, 0.0561, 0.0001, 0.1602, 0.0004, 9.8846, 0.1049, 0.4796, 0.0010, 1.4545, 0.0154, 0.4413, 0.0005, 0.0376, 0.0001, 0.0953, 0.0001, 4.3959, 0.0170, 0.2890, 0.0007, 0.7862, 0.0168, 1.4213, 0.0046, 0.0937, 0.0005, 0.2464, 0.0012, 19.5317, 0.0414, 1.1684, 0.0054, 3.1531, 0.0143, 1.6563, 0.0055, 0.0989, 0.0018, 0.4797, 0.0064, 22.9818, 0.1217, 1.2122, 0.0250, 6.4178, 0.0221 0.8.3, 07/10/2023 02:40:03, 0.9727, 0.0033, 0.0587, 0.0014, 0.1625, 0.0006, 9.9439, 0.0246, 0.4990, 0.0070, 2.6214, 0.0527, 0.4393, 0.0008, 0.0400, 0.0006, 0.1034, 0.0063, 4.4720, 0.1096, 0.3114, 0.0025, 1.1428, 0.0021, 1.4298, 0.0046, 0.0987, 0.0009, 0.2440, 0.0019, 21.2338, 0.3276, 1.7444, 0.0077, 4.3900, 0.0738, 1.6848, 0.0280, 0.1039, 0.0003, 0.4644, 0.0006, 25.3711, 0.1346, 2.2809, 0.0329, 7.3621, 0.0222 0.8.4, 18/10/2023 12:49:04, 0.9453, 0.0036, 0.0574, 0.0012, 0.1718, 0.0070, 9.9086, 0.1287, 0.4833, 0.0013, 1.4208, 0.0060, 0.4293, 0.0016, 0.0383, 0.0001, 0.0956, 0.0006, 4.2518, 0.0123, 0.2944, 0.0001, 0.7605, 0.0005, 1.3829, 0.0014, 0.0931, 0.0001, 0.2438, 0.0003, 19.2126, 0.0622, 1.1729, 0.0003, 3.1186, 0.0861, 1.6221, 0.0111, 0.0957, 0.0000, 0.4634, 0.0006, 22.3320, 0.0879, 1.2067, 0.0012, 6.1291, 0.0053 +0.8.6, 13/02/2024 17:08:45, 0.9814, 0.0156, 0.0611, 0.0001, 0.1640, 0.0017, 10.2798, 0.4311, 0.5307, 0.0079, 1.4800, 0.0021, 0.4434, 0.0036, 0.0420, 0.0005, 0.0991, 0.0000, 4.4219, 0.0575, 0.3169, 0.0014, 0.7947, 0.0034, 1.4053, 0.0155, 0.0973, 0.0004, 0.2517, 0.0009, 19.6548, 0.3540, 1.2133, 0.0019, 3.1887, 0.0088, 1.6764, 0.0156, 0.1001, 0.0001, 0.5250, 0.0036, 23.9277, 0.3592, 1.2488, 0.0017, 7.2941, 0.1608 diff --git a/Performance/cyrk_performance-RK23.csv b/Performance/cyrk_performance-RK23.csv index f4e5eed..7333dd8 100644 --- a/Performance/cyrk_performance-RK23.csv +++ b/Performance/cyrk_performance-RK23.csv @@ -18,3 +18,4 @@ CyRK Version, Run-on Date, cython (avg), cython (std),CySolver (avg),CySolver (s 0.8.0, 06/09/2023 15:00:58, 4.4794, 0.0786, 0.2262, 0.0003, 0.8199, 0.0021, 43.1476, 0.0854, 2.1466, 0.0018, 10.1946, 0.1933, 2.7552, 0.0105, 0.1866, 0.0004, 0.5903, 0.0024, 26.9694, 0.1524, 1.7797, 0.0257, 5.9678, 0.0812, 4.7003, 0.0324, 0.2855, 0.0005, 0.9508, 0.0055, 80.1011, 0.3480, 4.8504, 0.0219, 20.8530, 0.2461, 5.5239, 0.0051, 0.3178, 0.0014, 1270.6912, 2197.9259, 95.6354, 0.1723, 5.4006, 0.0797, 35.0990, 0.8415 0.8.3, 07/10/2023 02:37:45, 4.5212, 0.1075, 0.2681, 0.0021, 0.7992, 0.0038, 43.9629, 0.3217, 2.5955, 0.0502, 9.2842, 0.4116, 2.7602, 0.0088, 0.2146, 0.0037, 0.5896, 0.0074, 27.1210, 0.1858, 2.0566, 0.0327, 5.7936, 0.0150, 4.8923, 0.0594, 0.3719, 0.0011, 0.9807, 0.0023, 82.6179, 0.6252, 6.0628, 0.0336, 20.2684, 0.2082, 5.6639, 0.0115, 0.9587, 0.2834, 1525.4251, 2635.4115, 105.9372, 0.3232, 14.0169, 0.0614, 45.0599, 0.8249 0.8.4, 18/10/2023 12:46:46, 4.4202, 0.0673, 0.2500, 0.0004, 0.8115, 0.0034, 43.1191, 0.0775, 2.4081, 0.0282, 10.0251, 0.7074, 2.7552, 0.0436, 0.2110, 0.0039, 0.5987, 0.0058, 26.5597, 0.2133, 1.9887, 0.0201, 5.8675, 0.1112, 4.7007, 0.0078, 0.3080, 0.0014, 0.9944, 0.0238, 81.1241, 0.3424, 5.5864, 0.7125, 19.9567, 0.1538, 5.4119, 0.0106, 0.3208, 0.0010, 1322.6941, 2287.9898, 96.8733, 2.3521, 5.5968, 0.1162, 36.6713, 0.3267 +0.8.6, 13/02/2024 17:06:17, 4.5290, 0.0708, 0.2875, 0.0033, 0.9640, 0.1354, 43.6531, 0.0926, 2.8374, 0.0722, 8.9517, 0.2453, 2.7551, 0.0064, 0.2243, 0.0006, 0.6140, 0.0013, 27.0492, 0.2018, 2.1363, 0.0025, 5.9659, 0.0384, 4.6135, 0.0079, 0.3487, 0.0003, 0.9485, 0.0007, 79.4872, 0.4035, 5.9439, 0.1090, 19.9015, 0.1388, 5.6296, 0.0271, 0.3621, 0.0012, 1454.8195, 2516.6233, 96.8326, 0.5951, 6.1248, 0.0257, 38.7549, 0.4298 diff --git a/Performance/cyrk_performance-RK45.csv b/Performance/cyrk_performance-RK45.csv index 8b9cfba..7153a1d 100644 --- a/Performance/cyrk_performance-RK45.csv +++ b/Performance/cyrk_performance-RK45.csv @@ -18,3 +18,4 @@ CyRK Version, Run-on Date, cython (avg), cython (std),CySolver (avg),CySolver (s 0.8.0, 06/09/2023 15:02:20, 1.2080, 0.0171, 0.0582, 0.0001, 0.2023, 0.0008, 11.8032, 0.0256, 0.4807, 0.0012, 1.8475, 0.0119, 0.8318, 0.0034, 0.0569, 0.0002, 0.1659, 0.0003, 8.1177, 0.0578, 0.4684, 0.0018, 1.4517, 0.0058, 1.6145, 0.0023, 0.0921, 0.0005, 0.2928, 0.0011, 23.6490, 0.0748, 1.2090, 0.0118, 4.0150, 0.0179, 1.8902, 0.0034, 0.0969, 0.0009, 0.5533, 0.0009, 27.6976, 0.0946, 1.2947, 0.0416, 7.9394, 0.0140 0.8.3, 07/10/2023 02:39:08, 1.2268, 0.0292, 0.0670, 0.0002, 0.2042, 0.0002, 13.0410, 0.0369, 1.0062, 0.0659, 2.6633, 0.0087, 0.8234, 0.0038, 0.0631, 0.0002, 0.1648, 0.0001, 8.8861, 0.0427, 0.7835, 0.0085, 2.1426, 0.0023, 1.6358, 0.0049, 0.1139, 0.0050, 0.6746, 0.0009, 26.8571, 0.1145, 3.0055, 0.0209, 6.6462, 0.1028, 1.9187, 0.0032, 0.1280, 0.0045, 0.9513, 0.0050, 32.9776, 0.3770, 4.3772, 0.1087, 10.9500, 0.0345 0.8.4, 18/10/2023 12:48:10, 1.1825, 0.0070, 0.0622, 0.0001, 0.2012, 0.0008, 11.7285, 0.0223, 0.5412, 0.0092, 1.8985, 0.0613, 0.8106, 0.0029, 0.0601, 0.0012, 0.1661, 0.0004, 7.9235, 0.0105, 0.4982, 0.0007, 1.4473, 0.0029, 1.6015, 0.0058, 0.0981, 0.0003, 0.2963, 0.0039, 23.5090, 0.0487, 1.3260, 0.0138, 4.0189, 0.0470, 1.8400, 0.0072, 0.1011, 0.0002, 0.5443, 0.0013, 27.1240, 0.0951, 1.3706, 0.0024, 7.7848, 0.0081 +0.8.6, 13/02/2024 17:07:48, 1.1940, 0.0018, 0.0656, 0.0001, 0.2073, 0.0006, 12.0870, 0.1605, 0.5541, 0.0014, 1.8434, 0.0014, 0.8268, 0.0006, 0.0641, 0.0001, 0.1746, 0.0037, 8.1272, 0.0545, 0.5381, 0.0006, 1.4994, 0.0056, 1.5900, 0.0112, 0.0984, 0.0001, 0.2944, 0.0007, 23.5061, 0.1064, 1.2961, 0.0085, 3.9463, 0.0073, 1.8949, 0.0107, 0.1017, 0.0001, 0.6063, 0.0029, 28.0150, 0.1407, 1.3543, 0.0045, 8.5997, 0.0030 diff --git a/README.md b/README.md index 4a89018..1f6b83a 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@ # CyRK
DOI -Python Version 3.8-3.11 +Python Version 3.8-3.12 Code Coverage
Windows Tests @@ -11,7 +11,7 @@ --- -CyRK Version 0.8.5 Alpha +CyRK Version 0.8.6 Alpha **Runge-Kutta ODE Integrator Implemented in Cython and Numba** @@ -28,7 +28,7 @@ The [cython](https://cython.org/) `CySolver` class that works with cython-based An additional benefit of the two cython implementations is that they are pre-compiled. This avoids most of the start-up performance hit experienced by just-in-time compilers like numba. -CyRK Performance Graphic +CyRK Performance Graphic ## Installation