From aad45898c946635855cc2c4b47ea9c08e34a8524 Mon Sep 17 00:00:00 2001 From: Aayush Bajaj Date: Tue, 31 Dec 2024 21:08:25 +1100 Subject: [PATCH] tagging projects index, parametric + non --- .gitmodules | 3 + content/projects/_index.org | 25 +- content/projects/dl/nanogpt.org | 530 +- content/projects/ml/_index.org | 4 +- content/projects/ml/non-parametric.org | 10 + content/projects/ml/parametric.org | 18 + content/projects/ml/parametric.org~ | 23 + content/projects/ml/regression.org | 165 + content/projects/ml/regression.org~ | 164 + layouts/shortcodes/collapse.html | 108 +- static/code/10k-hrs-ml | 1 + .../Untitled-checkpoint.ipynb | 6 - .../.ipynb_checkpoints/untitled-checkpoint.py | 0 static/code/python/_metal.yaml | 16 - static/code/python/cifar-resnet50.ipynb | 230 - static/code/python/kanye-rnn/clean.py | 15 - .../kanye-rnn/data/cleaned_kanye_lyrics.txt | 1 - .../python/kanye-rnn/data/kanye_lyrics.txt | 6245 ----------------- static/code/python/kanye-rnn/kanye.py | 24 - .../code/python/kanye-rnn/kanye_rnn_model.h5 | Bin 13011876 -> 0 bytes static/code/python/kanye-rnn/train.py | 68 - static/js/.#collapsible-global.js | 1 + static/js/collapsible-global.js | 10 +- 23 files changed, 854 insertions(+), 6813 deletions(-) create mode 100644 .gitmodules create mode 100644 content/projects/ml/non-parametric.org create mode 100644 content/projects/ml/parametric.org create mode 100644 content/projects/ml/parametric.org~ create mode 100644 content/projects/ml/regression.org create mode 100644 content/projects/ml/regression.org~ create mode 160000 static/code/10k-hrs-ml delete mode 100644 static/code/python/.ipynb_checkpoints/Untitled-checkpoint.ipynb delete mode 100644 static/code/python/.ipynb_checkpoints/untitled-checkpoint.py delete mode 100644 static/code/python/_metal.yaml delete mode 100644 static/code/python/cifar-resnet50.ipynb delete mode 100644 static/code/python/kanye-rnn/clean.py delete mode 100644 static/code/python/kanye-rnn/data/cleaned_kanye_lyrics.txt delete mode 100644 static/code/python/kanye-rnn/data/kanye_lyrics.txt delete mode 100644 static/code/python/kanye-rnn/kanye.py delete mode 100644 static/code/python/kanye-rnn/kanye_rnn_model.h5 delete mode 100644 static/code/python/kanye-rnn/train.py create mode 120000 static/js/.#collapsible-global.js diff --git a/.gitmodules b/.gitmodules new file mode 100644 index 00000000..fb3bd415 --- /dev/null +++ b/.gitmodules @@ -0,0 +1,3 @@ +[submodule "static/code/10k-hrs-ml"] + path = static/code/10k-hrs-ml + url = https://github.com/abaj8494/10k-hrs-ml diff --git a/content/projects/_index.org b/content/projects/_index.org index dc9dd9f4..fce5ab84 100644 --- a/content/projects/_index.org +++ b/content/projects/_index.org @@ -1,3 +1,4 @@ + --- title: Hello toc: false @@ -8,6 +9,7 @@ These are the projects that I am on working / have worked on in the past. These projects are all those that have had a lifecycle. * Project List + {{< collapse folded="true" >}} :PROPERTIES: @@ -22,7 +24,7 @@ These projects are all those that have had a lifecycle. - [[{{< ref "/projects/bday-problems#21st" >}}][21st]] - [[{{< ref "/projects/bday-problems#22nd" >}}][22nd]] - [[{{< ref "/projects/bday-problems#23rd" >}}][23rd]] - + ** [[/projects/latex][LaTeX]] :PROPERTIES: :CUSTOM_ID: latex @@ -99,18 +101,19 @@ These projects are all those that have had a lifecycle. :PROPERTIES: :CUSTOM_ID: supervised-learning :END: -- [[/projects/ml/supervised/mnist][MNIST]] -- [[/projects/ml/supervised/fmnist][FMNIST (Fashion)]] -- [[/projects/ml/supervised/kmnist][KMNIST (Kuzushiji)]] -- [[/projects/ml/supervised/cifar][CIFAR]] -- [[/projects/ml/supervised/iris][IRIS]] +- [[/projects/ml/supervised/mnist][MNIST]] #drosophilia #lecun #supervised #classification +- [[/projects/ml/supervised/fmnist][FMNIST (Fashion)]] #supervised #classification +- [[/projects/ml/supervised/kmnist][KMNIST (Kuzushiji)]] #supervised #classification #cnn +- [[/projects/ml/supervised/cifar][CIFAR]] #cnn #multiclass +- [[/projects/ml/supervised/iris][IRIS]] # - [[/projects/ml/supervised/imagenet][ImageNet]] -- [[/projects/ml/supervised/boston-housing][Boston Housing]] -- [[/projects/ml/supervised/wine-quality][Wine Quality]] +- [[/projects/ml/supervised/boston-housing][Boston Housing]] #regression +- [[/projects/ml/supervised/wine-quality][Wine Quality]] - [[/projects/ml/supervised/pima-indians][Pima Indians Diabetes]] - [[/projects/ml/supervised/imdb-reviews][IMDB Reviews]] -- [[/projects/ml/supervised/titanic][Titanic Deaths]] - +- [[/projects/ml/supervised/titanic][Titanic Deaths]] #classification +- [[/projects/ml/supervised/spam][Email SPAM]] #naive-bayes #classification + *** [[/projects/ai/unsupervised][Unsupervised Learning]] :PROPERTIES: :CUSTOM_ID: unsupervised-learning @@ -123,6 +126,8 @@ These projects are all those that have had a lifecycle. :CUSTOM_ID: deep-learning :END: - [[/projects/dl/benchmarking][Hardware Benchmarking]] +- Perceptron #classification +- Multilayer Perceptron - [[/projects/dl/KiTS19][KiTS19 Kidney and Kidney Tumour Segmentation]] - [[/projects/dl/llm-tune][Fine Tuning LLM]] - [[/projects/dl/rag][RAG]] diff --git a/content/projects/dl/nanogpt.org b/content/projects/dl/nanogpt.org index 407aadfe..1114a79c 100644 --- a/content/projects/dl/nanogpt.org +++ b/content/projects/dl/nanogpt.org @@ -1,8 +1,9 @@ +++ title = "NanoGPT - Min with Teeth" +tags = ["decoder", "transformer", "shakespeare"] +++ -* Andrej Karpathy +* Andrej Karpathy Video {{< youtube kCc8FmEb1nY >}} @@ -26,11 +27,13 @@ Reading it into python ** Data inspection #+BEGIN_SRC jupyter-python :session py - print("length of dataset in characters: ", len(text)) +print("length of dataset in characters: ", len(text)) +print("length of data: ", len(data)) #+END_SRC #+RESULTS: : length of dataset in characters: 1115394 +: length of data: 1115394 #+begin_src jupyter-python :session py print(text[:1000]) @@ -38,45 +41,45 @@ Reading it into python #+RESULTS: #+begin_example - First Citizen: - Before we proceed any further, hear me speak. +First Citizen: +Before we proceed any further, hear me speak. - All: - Speak, speak. +All: +Speak, speak. - First Citizen: - You are all resolved rather to die than to famish? +First Citizen: +You are all resolved rather to die than to famish? - All: - Resolved. resolved. +All: +Resolved. resolved. - First Citizen: - First, you know Caius Marcius is chief enemy to the people. +First Citizen: +First, you know Caius Marcius is chief enemy to the people. - All: - We know't, we know't. +All: +We know't, we know't. - First Citizen: - Let us kill him, and we'll have corn at our own price. - Is't a verdict? +First Citizen: +Let us kill him, and we'll have corn at our own price. +Is't a verdict? - All: - No more talking on't; let it be done: away, away! +All: +No more talking on't; let it be done: away, away! - Second Citizen: - One word, good citizens. +Second Citizen: +One word, good citizens. - First Citizen: - We are accounted poor citizens, the patricians good. - What authority surfeits on would relieve us: if they - would yield us but the superfluity, while it were - wholesome, we might guess they relieved us humanely; - but they think we are too dear: the leanness that - afflicts us, the object of our misery, is as an - inventory to particularise their abundance; our - sufferance is a gain to them Let us revenge this with - our pikes, ere we become rakes: for the gods know I - speak this in hunger for bread, not in thirst for revenge. +First Citizen: +We are accounted poor citizens, the patricians good. +What authority surfeits on would relieve us: if they +would yield us but the superfluity, while it were +wholesome, we might guess they relieved us humanely; +but they think we are too dear: the leanness that +afflicts us, the object of our misery, is as an +inventory to particularise their abundance; our +sufferance is a gain to them Let us revenge this with +our pikes, ere we become rakes: for the gods know I +speak this in hunger for bread, not in thirst for revenge. #+end_example #+BEGIN_SRC jupyter-python :session py @@ -87,8 +90,8 @@ Reading it into python #+END_SRC #+RESULTS: -: \n -: SPC!$&',-.3:;?ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz +: +: !$&',-.3:;?ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz : 65 ** Tokeniser @@ -116,6 +119,67 @@ Reading it into python print(data[:1000]) #+END_SRC +#+RESULTS: +#+begin_example +torch.Size([1115394]) torch.int64 +tensor([18, 47, 56, 57, 58, 1, 15, 47, 58, 47, 64, 43, 52, 10, 0, 14, 43, 44, + 53, 56, 43, 1, 61, 43, 1, 54, 56, 53, 41, 43, 43, 42, 1, 39, 52, 63, + 1, 44, 59, 56, 58, 46, 43, 56, 6, 1, 46, 43, 39, 56, 1, 51, 43, 1, + 57, 54, 43, 39, 49, 8, 0, 0, 13, 50, 50, 10, 0, 31, 54, 43, 39, 49, + 6, 1, 57, 54, 43, 39, 49, 8, 0, 0, 18, 47, 56, 57, 58, 1, 15, 47, + 58, 47, 64, 43, 52, 10, 0, 37, 53, 59, 1, 39, 56, 43, 1, 39, 50, 50, + 1, 56, 43, 57, 53, 50, 60, 43, 42, 1, 56, 39, 58, 46, 43, 56, 1, 58, + 53, 1, 42, 47, 43, 1, 58, 46, 39, 52, 1, 58, 53, 1, 44, 39, 51, 47, + 57, 46, 12, 0, 0, 13, 50, 50, 10, 0, 30, 43, 57, 53, 50, 60, 43, 42, + 8, 1, 56, 43, 57, 53, 50, 60, 43, 42, 8, 0, 0, 18, 47, 56, 57, 58, + 1, 15, 47, 58, 47, 64, 43, 52, 10, 0, 18, 47, 56, 57, 58, 6, 1, 63, + 53, 59, 1, 49, 52, 53, 61, 1, 15, 39, 47, 59, 57, 1, 25, 39, 56, 41, + 47, 59, 57, 1, 47, 57, 1, 41, 46, 47, 43, 44, 1, 43, 52, 43, 51, 63, + 1, 58, 53, 1, 58, 46, 43, 1, 54, 43, 53, 54, 50, 43, 8, 0, 0, 13, + 50, 50, 10, 0, 35, 43, 1, 49, 52, 53, 61, 5, 58, 6, 1, 61, 43, 1, + 49, 52, 53, 61, 5, 58, 8, 0, 0, 18, 47, 56, 57, 58, 1, 15, 47, 58, + 47, 64, 43, 52, 10, 0, 24, 43, 58, 1, 59, 57, 1, 49, 47, 50, 50, 1, + 46, 47, 51, 6, 1, 39, 52, 42, 1, 61, 43, 5, 50, 50, 1, 46, 39, 60, + 43, 1, 41, 53, 56, 52, 1, 39, 58, 1, 53, 59, 56, 1, 53, 61, 52, 1, + 54, 56, 47, 41, 43, 8, 0, 21, 57, 5, 58, 1, 39, 1, 60, 43, 56, 42, + 47, 41, 58, 12, 0, 0, 13, 50, 50, 10, 0, 26, 53, 1, 51, 53, 56, 43, + 1, 58, 39, 50, 49, 47, 52, 45, 1, 53, 52, 5, 58, 11, 1, 50, 43, 58, + 1, 47, 58, 1, 40, 43, 1, 42, 53, 52, 43, 10, 1, 39, 61, 39, 63, 6, + 1, 39, 61, 39, 63, 2, 0, 0, 31, 43, 41, 53, 52, 42, 1, 15, 47, 58, + 47, 64, 43, 52, 10, 0, 27, 52, 43, 1, 61, 53, 56, 42, 6, 1, 45, 53, + 53, 42, 1, 41, 47, 58, 47, 64, 43, 52, 57, 8, 0, 0, 18, 47, 56, 57, + 58, 1, 15, 47, 58, 47, 64, 43, 52, 10, 0, 35, 43, 1, 39, 56, 43, 1, + 39, 41, 41, 53, 59, 52, 58, 43, 42, 1, 54, 53, 53, 56, 1, 41, 47, 58, + 47, 64, 43, 52, 57, 6, 1, 58, 46, 43, 1, 54, 39, 58, 56, 47, 41, 47, + 39, 52, 57, 1, 45, 53, 53, 42, 8, 0, 35, 46, 39, 58, 1, 39, 59, 58, + 46, 53, 56, 47, 58, 63, 1, 57, 59, 56, 44, 43, 47, 58, 57, 1, 53, 52, + 1, 61, 53, 59, 50, 42, 1, 56, 43, 50, 47, 43, 60, 43, 1, 59, 57, 10, + 1, 47, 44, 1, 58, 46, 43, 63, 0, 61, 53, 59, 50, 42, 1, 63, 47, 43, + 50, 42, 1, 59, 57, 1, 40, 59, 58, 1, 58, 46, 43, 1, 57, 59, 54, 43, + 56, 44, 50, 59, 47, 58, 63, 6, 1, 61, 46, 47, 50, 43, 1, 47, 58, 1, + 61, 43, 56, 43, 0, 61, 46, 53, 50, 43, 57, 53, 51, 43, 6, 1, 61, 43, + 1, 51, 47, 45, 46, 58, 1, 45, 59, 43, 57, 57, 1, 58, 46, 43, 63, 1, + 56, 43, 50, 47, 43, 60, 43, 42, 1, 59, 57, 1, 46, 59, 51, 39, 52, 43, + 50, 63, 11, 0, 40, 59, 58, 1, 58, 46, 43, 63, 1, 58, 46, 47, 52, 49, + 1, 61, 43, 1, 39, 56, 43, 1, 58, 53, 53, 1, 42, 43, 39, 56, 10, 1, + 58, 46, 43, 1, 50, 43, 39, 52, 52, 43, 57, 57, 1, 58, 46, 39, 58, 0, + 39, 44, 44, 50, 47, 41, 58, 57, 1, 59, 57, 6, 1, 58, 46, 43, 1, 53, + 40, 48, 43, 41, 58, 1, 53, 44, 1, 53, 59, 56, 1, 51, 47, 57, 43, 56, + 63, 6, 1, 47, 57, 1, 39, 57, 1, 39, 52, 0, 47, 52, 60, 43, 52, 58, + 53, 56, 63, 1, 58, 53, 1, 54, 39, 56, 58, 47, 41, 59, 50, 39, 56, 47, + 57, 43, 1, 58, 46, 43, 47, 56, 1, 39, 40, 59, 52, 42, 39, 52, 41, 43, + 11, 1, 53, 59, 56, 0, 57, 59, 44, 44, 43, 56, 39, 52, 41, 43, 1, 47, + 57, 1, 39, 1, 45, 39, 47, 52, 1, 58, 53, 1, 58, 46, 43, 51, 1, 24, + 43, 58, 1, 59, 57, 1, 56, 43, 60, 43, 52, 45, 43, 1, 58, 46, 47, 57, + 1, 61, 47, 58, 46, 0, 53, 59, 56, 1, 54, 47, 49, 43, 57, 6, 1, 43, + 56, 43, 1, 61, 43, 1, 40, 43, 41, 53, 51, 43, 1, 56, 39, 49, 43, 57, + 10, 1, 44, 53, 56, 1, 58, 46, 43, 1, 45, 53, 42, 57, 1, 49, 52, 53, + 61, 1, 21, 0, 57, 54, 43, 39, 49, 1, 58, 46, 47, 57, 1, 47, 52, 1, + 46, 59, 52, 45, 43, 56, 1, 44, 53, 56, 1, 40, 56, 43, 39, 42, 6, 1, + 52, 53, 58, 1, 47, 52, 1, 58, 46, 47, 56, 57, 58, 1, 44, 53, 56, 1, + 56, 43, 60, 43, 52, 45, 43, 8, 0, 0]) +#+end_example + #+begin_src jupyter-python :session py n = int(0.9*len(data)) train_data = data[:n] @@ -138,6 +202,27 @@ Reading it into python f"target {target}") #+end_src +#+RESULTS: +#+begin_example +tensor([18, 47, 56, 57, 58, 1, 15, 47]) +at input tensor([18]) +target 47 +at input tensor([18, 47]) +target 56 +at input tensor([18, 47, 56]) +target 57 +at input tensor([18, 47, 56, 57]) +target 58 +at input tensor([18, 47, 56, 57, 58]) +target 1 +at input tensor([18, 47, 56, 57, 58, 1]) +target 15 +at input tensor([18, 47, 56, 57, 58, 1, 15]) +target 47 +at input tensor([18, 47, 56, 57, 58, 1, 15, 47]) +target 58 +#+end_example + Note that within the block_size of 8, there are 8 total examples. #+RESULTS: @@ -185,18 +270,18 @@ Now we pack all these examples vertically to create a 4 by 8 tensor: #+RESULTS: #+begin_example - inputs: - torch.Size([4, 8]) - tensor([[24, 43, 58, 5, 57, 1, 46, 43], - [44, 53, 56, 1, 58, 46, 39, 58], - [52, 58, 1, 58, 46, 39, 58, 1], - [25, 17, 27, 10, 0, 21, 1, 54]]) - targets - torch.Size([4, 8]) - tensor([[43, 58, 5, 57, 1, 46, 43, 39], - [53, 56, 1, 58, 46, 39, 58, 1], - [58, 1, 58, 46, 39, 58, 1, 46], - [17, 27, 10, 0, 21, 1, 54, 39]]) +inputs: +torch.Size([4, 8]) +tensor([[24, 43, 58, 5, 57, 1, 46, 43], + [44, 53, 56, 1, 58, 46, 39, 58], + [52, 58, 1, 58, 46, 39, 58, 1], + [25, 17, 27, 10, 0, 21, 1, 54]]) +targets +torch.Size([4, 8]) +tensor([[43, 58, 5, 57, 1, 46, 43, 39], + [53, 56, 1, 58, 46, 39, 58, 1], + [58, 1, 58, 46, 39, 58, 1, 46], + [17, 27, 10, 0, 21, 1, 54, 39]]) #+end_example To make the relationship above between the input and expected output labels, we can unroll the loops: @@ -211,130 +296,299 @@ for b in range(batch_size): #+RESULTS: #+begin_example - at input tensor([24]) - target 43 - at input tensor([24, 43]) - target 58 - at input tensor([24, 43, 58]) - target 5 - at input tensor([24, 43, 58, 5]) - target 57 - at input tensor([24, 43, 58, 5, 57]) - target 1 - at input tensor([24, 43, 58, 5, 57, 1]) - target 46 - at input tensor([24, 43, 58, 5, 57, 1, 46]) - target 43 - at input tensor([24, 43, 58, 5, 57, 1, 46, 43]) - target 39 - at input tensor([44]) - target 53 - at input tensor([44, 53]) - target 56 - at input tensor([44, 53, 56]) - target 1 - at input tensor([44, 53, 56, 1]) - target 58 - at input tensor([44, 53, 56, 1, 58]) - target 46 - at input tensor([44, 53, 56, 1, 58, 46]) - target 39 - at input tensor([44, 53, 56, 1, 58, 46, 39]) - target 58 - at input tensor([44, 53, 56, 1, 58, 46, 39, 58]) - target 1 - at input tensor([52]) - target 58 - at input tensor([52, 58]) - target 1 - at input tensor([52, 58, 1]) - target 58 - at input tensor([52, 58, 1, 58]) - target 46 - at input tensor([52, 58, 1, 58, 46]) - target 39 - at input tensor([52, 58, 1, 58, 46, 39]) - target 58 - at input tensor([52, 58, 1, 58, 46, 39, 58]) - target 1 - at input tensor([52, 58, 1, 58, 46, 39, 58, 1]) - target 46 - at input tensor([25]) - target 17 - at input tensor([25, 17]) - target 27 - at input tensor([25, 17, 27]) - target 10 - at input tensor([25, 17, 27, 10]) - target 0 - at input tensor([25, 17, 27, 10, 0]) - target 21 - at input tensor([25, 17, 27, 10, 0, 21]) - target 1 - at input tensor([25, 17, 27, 10, 0, 21, 1]) - target 54 - at input tensor([25, 17, 27, 10, 0, 21, 1, 54]) - target 39 +at input tensor([24]) +target 43 +at input tensor([24, 43]) +target 58 +at input tensor([24, 43, 58]) +target 5 +at input tensor([24, 43, 58, 5]) +target 57 +at input tensor([24, 43, 58, 5, 57]) +target 1 +at input tensor([24, 43, 58, 5, 57, 1]) +target 46 +at input tensor([24, 43, 58, 5, 57, 1, 46]) +target 43 +at input tensor([24, 43, 58, 5, 57, 1, 46, 43]) +target 39 +at input tensor([44]) +target 53 +at input tensor([44, 53]) +target 56 +at input tensor([44, 53, 56]) +target 1 +at input tensor([44, 53, 56, 1]) +target 58 +at input tensor([44, 53, 56, 1, 58]) +target 46 +at input tensor([44, 53, 56, 1, 58, 46]) +target 39 +at input tensor([44, 53, 56, 1, 58, 46, 39]) +target 58 +at input tensor([44, 53, 56, 1, 58, 46, 39, 58]) +target 1 +at input tensor([52]) +target 58 +at input tensor([52, 58]) +target 1 +at input tensor([52, 58, 1]) +target 58 +at input tensor([52, 58, 1, 58]) +target 46 +at input tensor([52, 58, 1, 58, 46]) +target 39 +at input tensor([52, 58, 1, 58, 46, 39]) +target 58 +at input tensor([52, 58, 1, 58, 46, 39, 58]) +target 1 +at input tensor([52, 58, 1, 58, 46, 39, 58, 1]) +target 46 +at input tensor([25]) +target 17 +at input tensor([25, 17]) +target 27 +at input tensor([25, 17, 27]) +target 10 +at input tensor([25, 17, 27, 10]) +target 0 +at input tensor([25, 17, 27, 10, 0]) +target 21 +at input tensor([25, 17, 27, 10, 0, 21]) +target 1 +at input tensor([25, 17, 27, 10, 0, 21, 1]) +target 54 +at input tensor([25, 17, 27, 10, 0, 21, 1, 54]) +target 39 #+end_example (jupyter-locate-python) +* Bigram Language Model +(setq python-indent-offset 0) ; so this doesn't change anything +(setq org-edit-src-content-indentation 0) +#+begin_src jupyter-python :session py +import torch +import torch.nn as nn +from torch.nn import functional as F + +torch.manual_seed(1337) + +class BigramLanguageModel(nn.Module): + + def __init__(self, vocab_size): + super().__init__() # the behaviour of this would depend on nn.Module + self.token_embedding_table = nn.Embedding(vocab_size, vocab_size) # a small wrapper on the tensor + + def forward(self, idx, targets=None): + + logits = self.token_embedding_table(idx) + + # Batches, Time, Channels + if targets is None: + loss = None + else: + B, T, C = logits.shape + logits = logits.view(B*T, C) # reshaping for the pytorch api + targets = targets.view(B*T) + loss = F.cross_entropy(logits,targets) # pytorch's negative log likelihood + + return logits, loss + + def generate(self, idx, max_new_tokens): + for _ in range(max_new_tokens): + logits, loss = self(idx) + logits = logits[:,-1,:] + probs = F.softmax(logits, dim=-1) + idx_next = torch.multinomial(probs, num_samples=1) + idx = torch.cat((idx, idx_next), dim=1) + return idx + +m = BigramLanguageModel(vocab_size) +logits, loss = m(xb, yb) +print(logits.shape) +print(loss) +print(decode(m.generate(idx = torch.zeros((1, 1), dtype=torch.long), max_new_tokens=100)[0].tolist())) +#+end_src +#+RESULTS: +: torch.Size([32, 65]) +: tensor(4.8786, grad_fn=) +: +: SKIcLT;AcELMoTbvZv C?nq-QE33:CJqkOKH-q;:la!oiywkHjgChzbQ?u!3bLIgwevmyFJGUGp +: wnYWmnxKWWev-tDqXErVKLgJ +* Training the Model - +#+BEGIN_SRC jupyter-python :session py +optimiser = torch.optim.AdamW(m.parameters(), lr=1e-3) +batch_size = 32 +for steps in range(10000): + xb, yb = get_batch('train') + logits, loss = m(xb, yb) + optimiser.zero_grad(set_to_none=True) + loss.backward() + optimiser.step() +print(loss.item()) +#+END_SRC +#+RESULTS: +: 2.455132484436035 #+BEGIN_SRC jupyter-python :session py - +print(decode(m.generate(idx = torch.zeros((1, 1), dtype=torch.long), max_new_tokens=500)[0].tolist())) #+END_SRC -#+BEGIN_SRC jupyter-python :session py -#+END_SRC -#+BEGIN_SRC jupyter-python :session py +#+RESULTS: +#+begin_example + +I yod mse LIFrsay, ERE: +Theath f; Cleicut be thatus, +YCKIth NI aced wietouthel l INGo hbor ot anovKENORoomerevely fafay haprye. +AMa d, f fflet min bestok awir-miqgoun +An +Sodilie gelds hink'stithy herirs y, idses tour zer veswowat is ber tisme! +NUCENGond ber the. +BHY: +TRONors he thasistindr irshathirot h, +LA thak! + +AGLI pat, +Liut ber tho; +Fry; ous tho thy My +BELorn. w'I d sio, +T: + +Gl, ng e! +OKINEO, +PUCasthace, tho. +Faue. +KIf tho minonthn t he te +yofsts h, ptincofive?'do athen psh peer ts lm vitor +#+end_example + +* Matrix Algebra for Attention +#+begin_src jupyter-python :session py +B, T, C = 4, 8, 2 +x = torch.randn(B,T, C) +x.shape + +# we want x[b,t] = mean_{i<=t} x[b,i] +xbow = torch.zeros((B,T,C)) +for b in range(B): + for t in range(T): + xprev = x[b,:t+1] + xbow[b,t] = torch.mean(xprev, 0) + +#+end_src + +#+RESULTS: + +Note, that this removes spatial information, but is an improvement on our single char context window of the Bigram Model above. + +#+RESULTS: +: torch.Size([4, 8, 2]) -#+END_SRC -#+BEGIN_SRC jupyter-python :session py -#+END_SRC #+BEGIN_SRC jupyter-python :session py +torch.tril(torch.ones(3,3)) +torch.triu(torch.ones(3,3)) +x[0] +xbow[0] #+END_SRC + +#+RESULTS: +: tensor([[0.7849, 1.3279], +: [0.8636, 1.2060], +: [0.7551, 0.8198], +: [0.3438, 0.5563], +: [0.2827, 0.4735], +: [0.1200, 0.1613], +: [0.1433, 0.1783], +: [0.1595, 0.0065]]) + +Our results are good, but the time complexity is not. $O(n^2)$ currently. We can optimise with triangular matrices: #+BEGIN_SRC jupyter-python :session py +a= torch.tril(torch.ones(3,3)) +a = a / torch.sum(a, 1, keepdim = True) +b = torch.randint(0,10,(3,2)).float() +c = a @ b +print('a=') +print(a) +print('--') +print('b=') +print(b) +print('--') +print('c=') +print(c) #+END_SRC - #+RESULTS: -[[../9de08d0435181dc1a28145fc963ab012e756f3b4.png]] - -And now I continue coating with prose until I need to produce another diagram: +#+begin_example +a= +tensor([[1.0000, 0.0000, 0.0000], + [0.5000, 0.5000, 0.0000], + [0.3333, 0.3333, 0.3333]]) +-- +b= +tensor([[1., 5.], + [5., 1.], + [4., 2.]]) +-- +c= +tensor([[1.0000, 5.0000], + [3.0000, 3.0000], + [3.3333, 2.6667]]) +#+end_example +Thus the C tensor takes the average! +** Vectorised Xbow2 + +#+BEGIN_SRC jupyter-python :session py +wei = torch.tril(torch.ones(T, T)) # wei stands for weights +wei = wei / wei.sum(1, keepdim=True) # as above +xbow2 = wei @ x # (B, T, T) @ (B, T, C) = (B, T, C) +wei +#torch.allclose(xbow, xbow2) +#+END_SRC -#+begin_src jupyter-python :session repl :file ../output.png -y1 = x**2 -y2 = x**3 +#+RESULTS: +: tensor([[1.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000], +: [0.5000, 0.5000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000], +: [0.3333, 0.3333, 0.3333, 0.0000, 0.0000, 0.0000, 0.0000, 0.0000], +: [0.2500, 0.2500, 0.2500, 0.2500, 0.0000, 0.0000, 0.0000, 0.0000], +: [0.2000, 0.2000, 0.2000, 0.2000, 0.2000, 0.0000, 0.0000, 0.0000], +: [0.1667, 0.1667, 0.1667, 0.1667, 0.1667, 0.1667, 0.0000, 0.0000], +: [0.1429, 0.1429, 0.1429, 0.1429, 0.1429, 0.1429, 0.1429, 0.0000], +: [0.1250, 0.1250, 0.1250, 0.1250, 0.1250, 0.1250, 0.1250, 0.1250]]) + +Andrej refactors this once more to include a softmax variation. The results are I believe /almost/ identical. I think by polluting the 0's with a small amount of float we improve the robustness of the algorithm. +I have seen something similar in the [[/projects/ccs/advanced-algorithms/pagerank][Google PageRank Algorithm]]. +#+BEGIN_SRC jupyter-python :session py +#SOFTMAX +tril = torch.tril(torch.ones(T, T)) +wei = torch.zeros((T,T)) +wei = wei.masked_fill(tril == 0, float('-inf')) +wei = F.softmax(wei, dim=-1) +xbow3 = wei @ x +torch.allclose(xbow, xbow3) +#+END_SRC -plt.plot(x, y1) -plt.plot(x, y2) -plt.xlabel('x axis') -plt.ylabel('y axis') -plt.title('introduction to matplotlib') -plt.legend(['x^2', 'x^3']) -plt.show() -#+end_src #+RESULTS: -[[../output.png]] +: True + +* Entering an IDE +to finish the =.py= file and obtain a val_loss less than 2. + +#+INCLUDE: "/code/10k-hrs-ml/PRACTISE/Andrej-Karpathy/decode-transformer/shakespeare.py" src python -** -* -* -* diff --git a/content/projects/ml/_index.org b/content/projects/ml/_index.org index b48ca9ab..ca155f98 100644 --- a/content/projects/ml/_index.org +++ b/content/projects/ml/_index.org @@ -1,6 +1,6 @@ --- -title: "Ml" +title: "Machine Learning" date: 2024-12-15T11:23:05+11:00 -draft: true +layout: "post" --- diff --git a/content/projects/ml/non-parametric.org b/content/projects/ml/non-parametric.org new file mode 100644 index 00000000..08863ad5 --- /dev/null +++ b/content/projects/ml/non-parametric.org @@ -0,0 +1,10 @@ ++++ +title = "Non-parametric Models" ++++ + +We also have models that walk around with the dataset in their carry-on. These are models such as: + +1. Decision Trees +2. SVM +3. Nonparametric Regressions: K-nearest neighbours, Locally Weighted +4. Random Forests diff --git a/content/projects/ml/parametric.org b/content/projects/ml/parametric.org new file mode 100644 index 00000000..2ebb3c33 --- /dev/null +++ b/content/projects/ml/parametric.org @@ -0,0 +1,18 @@ ++++ +title = "Parametric Modelling" ++++ + +This accounts for about 60% of the Machine Learning Methods we have. + +By definition a /parametric/ model is one that has fixed parameters to learn, i.e. weights in Linear Regression: $w_0, w_1, ..., w_n$. +Conversely, a non-parametric model does not have a /fixed/ number of parameters to learn: K-means clustering for example just clusters the data as best as it can. + +We can list some more models: +1. Linear Regression +2. Ridge Regression +3. Lasso Regression +4. Logistic Regression +5. Neural Networks +6. Perceptron +7. Naive Bayes + diff --git a/content/projects/ml/parametric.org~ b/content/projects/ml/parametric.org~ new file mode 100644 index 00000000..6695e621 --- /dev/null +++ b/content/projects/ml/parametric.org~ @@ -0,0 +1,23 @@ ++++ +title = "Parametric Modelling" ++++ + +This accounts for about 60% of the Machine Learning Methods we have. + +By definition a /parametric/ model is one that has fixed parameters to learn, i.e. weights in Linear Regression: $w_0, w_1, ..., w_n$. +Conversely, a non-parametric model does not have a /fixed/ number of parameters to learn: K-means clustering for example just clusters the data as best as it can. + +We can list some more models: +1. Linear Regression +2. Ridge Regression +3. Lasso Regression +4. Logistic Regression +5. Neural Networks +6. Perceptron +7. Naive Bayes + + +1. Decision Trees +2. SVM +3. Nonparametric Regressions: K-nearest neighbours, Locally Weighted +4. Random Forests diff --git a/content/projects/ml/regression.org b/content/projects/ml/regression.org new file mode 100644 index 00000000..313feaca --- /dev/null +++ b/content/projects/ml/regression.org @@ -0,0 +1,165 @@ ++++ +title = "Regression" +math = "true" ++++ + +There are many flavours of regression: +- linear model: \(\hat{\beta} = \arg \min_{\beta} \frac{1}{n}\|y-X \beta\|^2_2\) +- LASSO model: \(\hat{\beta}_{\text{LASSO}} = \arg \min_{\beta} \frac{1}{n}\|y-X \beta\|^2_2 + \lambda \| \beta \|_1\) +- Ridge model: \(\hat{\beta}_{\text{Ridge}} = \arg \min_{\beta} \frac{1}{n}\|y-X \beta\|^2_2 + \alpha \| \beta \|_2^2\) +- logistic regression + +#+BEGIN_SRC jupyter-python :session py +from sklearn.linear_model import LinearRegression, Lasso, Ridge, LassoCV +from sklearn.datasets import make_regression +from sklearn.model_selection import train_test_split +from sklearn.metrics import mean_squared_error, mean_absolute_error + +import numpy as np +import matplotlib.pyplot as plt +import pandas as pd +from torch.nn.functional import mse_loss +#+END_SRC + +#+RESULTS: + +#+begin_src jupyter-python :session py +rs = np.random.RandomState(123) +n = 1000 # samples +p = 10 # features +noise = 0.4 +features = p // 2 +X, y = make_regression(n, p, noise=noise, n_informative=features, random_state=rs) +X_train, X_test, y_train, y_test = train_test_split(X, y, random_state=rs) + +# fitting these models to the training data: +m_linear_reg = LinearRegression().fit(X_train, y_train) +m_lasso_reg = Lasso().fit(X_train, y_train) +m_ridge_reg = Ridge().fit(X_train, y_train) + +# predictions on training: +ypred_train_linear_reg = m_linear_reg.predict(X_train) +ypred_train_lasso_reg = m_lasso_reg.predict(X_train) +ypred_train_ridge_reg = m_ridge_reg.predict(X_train) + +# then test data: +ypred_test_linear_reg = m_linear_reg.predict(X_test) +ypred_test_lasso_reg = m_lasso_reg.predict(X_test) +ypred_test_ridge_reg = m_ridge_reg.predict(X_test) +#+end_src + +* Results +#+RESULTS: + +#+BEGIN_SRC jupyter-python :session py +loss_data = [ + ['linear regression', + mean_squared_error(y_train, ypred_train_linear_reg), + mean_squared_error(y_test, ypred_test_linear_reg), + mean_absolute_error(y_train, ypred_train_linear_reg), + mean_absolute_error(y_test, ypred_test_linear_reg) + ], + ['lasso regression', + mean_squared_error(y_train, ypred_train_lasso_reg), + mean_squared_error(y_test, ypred_test_lasso_reg), + mean_absolute_error(y_train, ypred_train_lasso_reg), + mean_squared_error(y_test, ypred_test_lasso_reg) + ], + ['ridge regression', + mean_squared_error(y_train, ypred_train_ridge_reg), + mean_squared_error(y_test, ypred_test_ridge_reg), + mean_absolute_error(y_train, ypred_train_ridge_reg), + mean_absolute_error(y_test, ypred_test_ridge_reg) + ] +] +loss_df = pd.DataFrame(loss_data, columns=['name', 'train mse', 'test mse', 'train mae', 'test mae']) +print(loss_df) +#+END_SRC + +#+RESULTS: +: name train mse test mse train mae test mae +: 0 linear regression 0.151018 0.176519 0.312670 0.334087 +: 1 lasso regression 4.907329 4.128131 1.795599 4.128131 +: 2 ridge regression 0.189097 0.193945 0.353909 0.351923 + + +** Analysis +=lasso regression= performs poorly. this is because it depends on a parameter \(\lambda\) + +#+begin_src jupyter-python :session py +from sklearn.linear_model import LassoCV +m_lassoCV = LassoCV().fit(X_train, y_train) # you must never FIT the model to test +ypred_train_lassoCV = m_lassoCV.predict(X_train) +ypred_test_lassoCV = m_lassoCV.predict(X_test) # it is fine to predict though + +lassoCV_row = {'name': 'lasso cv', + 'train mse': mean_squared_error(y_train, ypred_train_lassoCV), + 'test mse': mean_squared_error(y_test, ypred_test_lassoCV), + 'train mae': mean_absolute_error(y_train, ypred_train_lassoCV), + 'test mae': mean_absolute_error(y_test, ypred_test_lassoCV)} +loss_df.loc[len(loss_df)] = lassoCV_row +print(loss_df) +#+end_src + +#+RESULTS: +: name train mse test mse train mae test mae +: 0 linear regression 0.151018 0.176519 0.312670 0.334087 +: 1 lasso regression 4.907329 4.128131 1.795599 4.128131 +: 2 ridge regression 0.189097 0.193945 0.353909 0.351923 +: 3 lasso cv 0.203116 0.208579 0.365991 0.362380 + +* Closed form of OLE +Taking the derivative of +$$\hat{\beta} = \arg \min_{\beta} \frac{1}{n}\|y-X \beta\|^2_2$$ +and equating to 0: +$$\begin{align*}\hat{\beta} &= \arg \min_{\beta} \frac{1}{n}\|y-X \beta\|^2_2\\ + &= (X^TX)^{-1}X^T y\end{align*} + $$ + +** Example Pred + +#+begin_src jupyter-python :session py + import numpy as np + # synthetic data for the rest of the linear models: + np.random.seed(5) + n = 100 # samples + p = 5 # features + sigma = 0.2 # std + X = np.random.normal(0, 1, size=(n,p)) + beta_true = np.random.randint(-4, 2, p) + noise = np.random.normal(0, sigma, size=(n)) + y = X @ beta_true + noise + + betahat = np.linalg.inv(X.T @ X) @ X.T @ y + print("betahat: ", betahat) + print("beta true:", beta_true) +#+end_src + +#+RESULTS: +: betahat: [-2.94946726 0.01589149 -2.004408 -3.97428268 -3.99637663] +: beta true: [-3 0 -2 -4 -4] + +* Iterative Approach + +An idea that permeates throughout all of Machine Learning is that + +#+BEGIN_QUOTE +sometimes, you cannot explicitly solve the `argmin` formulation of the parameters in closed form +#+END_QUOTE + +and other times, it may be possible, but just computationally infeasible + +** Gradient Descent + +*** Stochastic Gradient Descent: +$$\hat{\beta}^{(k+1)} = \hat{\beta}^{(k)} - \eta\nabla_\beta L (\hat{\beta}^{(k)})$$ + +in which we iterate only over 1 sample at a time, and, + +*** Batch Gradient Descent: +$$TODO$$ + +in which we iterate over the entire dataset. + +Note, in practice you will choose **mini-batch Gradient Descent**, which is a mediation of both these approaches: +$$TODO$$ diff --git a/content/projects/ml/regression.org~ b/content/projects/ml/regression.org~ new file mode 100644 index 00000000..d757db21 --- /dev/null +++ b/content/projects/ml/regression.org~ @@ -0,0 +1,164 @@ ++++ +title = "Regression" ++++ + +many models can be used to do regression: +- linear model: $\hat{\beta} = \arg \min_{\beta} \frac{1}{n}\|y-X \beta\|^2_2$ +- LASSO model: $\hat{\beta}_{\text{LASSO}} = \arg \min_{\beta} \frac{1}{n}\|y-X \beta\|^2_2 + \lambda \| \beta \|_1$ +- Ridge model: $\hat{\beta}_{\text{Ridge}} = \arg \min_{\beta} \frac{1}{n}\|y-X \beta\|^2_2 + \alpha \| \beta \|_2^2$ +- logistic regression + +#+BEGIN_SRC jupyter-python :session py +from sklearn.linear_model import LinearRegression, Lasso, Ridge, LassoCV +from sklearn.datasets import make_regression +from sklearn.model_selection import train_test_split +from sklearn.metrics import mean_squared_error, mean_absolute_error + +import numpy as np +import matplotlib.pyplot as plt +import pandas as pd +from torch.nn.functional import mse_loss +#+END_SRC + +#+RESULTS: + +#+begin_src jupyter-python :session py +rs = np.random.RandomState(123) +n = 1000 # samples +p = 10 # features +noise = 0.4 +features = p // 2 +X, y = make_regression(n, p, noise=noise, n_informative=features, random_state=rs) +X_train, X_test, y_train, y_test = train_test_split(X, y, random_state=rs) + +# fitting these models to the training data: +m_linear_reg = LinearRegression().fit(X_train, y_train) +m_lasso_reg = Lasso().fit(X_train, y_train) +m_ridge_reg = Ridge().fit(X_train, y_train) + +# predictions on training: +ypred_train_linear_reg = m_linear_reg.predict(X_train) +ypred_train_lasso_reg = m_lasso_reg.predict(X_train) +ypred_train_ridge_reg = m_ridge_reg.predict(X_train) + +# then test data: +ypred_test_linear_reg = m_linear_reg.predict(X_test) +ypred_test_lasso_reg = m_lasso_reg.predict(X_test) +ypred_test_ridge_reg = m_ridge_reg.predict(X_test) +#+end_src + +* Results +#+RESULTS: + +#+BEGIN_SRC jupyter-python :session py +loss_data = [ + ['linear regression', + mean_squared_error(y_train, ypred_train_linear_reg), + mean_squared_error(y_test, ypred_test_linear_reg), + mean_absolute_error(y_train, ypred_train_linear_reg), + mean_absolute_error(y_test, ypred_test_linear_reg) + ], + ['lasso regression', + mean_squared_error(y_train, ypred_train_lasso_reg), + mean_squared_error(y_test, ypred_test_lasso_reg), + mean_absolute_error(y_train, ypred_train_lasso_reg), + mean_squared_error(y_test, ypred_test_lasso_reg) + ], + ['ridge regression', + mean_squared_error(y_train, ypred_train_ridge_reg), + mean_squared_error(y_test, ypred_test_ridge_reg), + mean_absolute_error(y_train, ypred_train_ridge_reg), + mean_absolute_error(y_test, ypred_test_ridge_reg) + ] +] +loss_df = pd.DataFrame(loss_data, columns=['name', 'train mse', 'test mse', 'train mae', 'test mae']) +print(loss_df) +#+END_SRC + +#+RESULTS: +: name train mse test mse train mae test mae +: 0 linear regression 0.151018 0.176519 0.312670 0.334087 +: 1 lasso regression 4.907329 4.128131 1.795599 4.128131 +: 2 ridge regression 0.189097 0.193945 0.353909 0.351923 + + +** Analysis +`lasso regression` performs poorly. this is because it depends on a parameter $\lambda$ + +#+begin_src jupyter-python :session py +from sklearn.linear_model import LassoCV +m_lassoCV = LassoCV().fit(X_train, y_train) # you must never FIT the model to test +ypred_train_lassoCV = m_lassoCV.predict(X_train) +ypred_test_lassoCV = m_lassoCV.predict(X_test) # it is fine to predict though + +lassoCV_row = {'name': 'lasso cv', + 'train mse': mean_squared_error(y_train, ypred_train_lassoCV), + 'test mse': mean_squared_error(y_test, ypred_test_lassoCV), + 'train mae': mean_absolute_error(y_train, ypred_train_lassoCV), + 'test mae': mean_absolute_error(y_test, ypred_test_lassoCV)} +loss_df.loc[len(loss_df)] = lassoCV_row +print(loss_df) +#+end_src + +#+RESULTS: +: name train mse test mse train mae test mae +: 0 linear regression 0.151018 0.176519 0.312670 0.334087 +: 1 lasso regression 4.907329 4.128131 1.795599 4.128131 +: 2 ridge regression 0.189097 0.193945 0.353909 0.351923 +: 3 lasso cv 0.203116 0.208579 0.365991 0.362380 + +* Closed form of OLE +Taking the derivative of +$$\hat{\beta} = \arg \min_{\beta} \frac{1}{n}\|y-X \beta\|^2_2$$ +and equating to 0: +$$\begin{align*}\hat{\beta} &= \arg \min_{\beta} \frac{1}{n}\|y-X \beta\|^2_2\\ + &= (X^TX)^{-1}X^T y\end{align*} + $$ + +** Example Pred + +#+begin_src jupyter-python :session py + import numpy as np + # synthetic data for the rest of the linear models: + np.random.seed(5) + n = 100 # samples + p = 5 # features + sigma = 0.2 # std + X = np.random.normal(0, 1, size=(n,p)) + beta_true = np.random.randint(-4, 2, p) + noise = np.random.normal(0, sigma, size=(n)) + y = X @ beta_true + noise + + betahat = np.linalg.inv(X.T @ X) @ X.T @ y + print("betahat: ", betahat) + print("beta true:", beta_true) +#+end_src + +#+RESULTS: +: betahat: [-2.94946726 0.01589149 -2.004408 -3.97428268 -3.99637663] +: beta true: [-3 0 -2 -4 -4] + +* Iterative Approach + +An idea that permeates throughout all of Machine Learning is that + +#+BEGIN_QUOTE +sometimes, you cannot explicitly solve the `argmin` formulation of the parameters in closed form +#+END_QUOTE + +and other times, it may be possible, but just computationally infeasible + +** Gradient Descent + +*** Stochastic Gradient Descent: +$$\hat{\beta}^{(k+1)} = \hat{\beta}^{(k)} - \eta\nabla_\beta L (\hat{\beta}^{(k)})$$ + +in which we iterate only over 1 sample at a time, and, + +*** Batch Gradient Descent: +$$TODO$$ + +in which we iterate over the entire dataset. + +Note, in practice you will choose **mini-batch Gradient Descent**, which is a mediation of both these approaches: +$$TODO$$ diff --git a/layouts/shortcodes/collapse.html b/layouts/shortcodes/collapse.html index 2ceb2949..28773791 100644 --- a/layouts/shortcodes/collapse.html +++ b/layouts/shortcodes/collapse.html @@ -1,53 +1,55 @@ - - - - - + + + + + + + diff --git a/static/code/10k-hrs-ml b/static/code/10k-hrs-ml new file mode 160000 index 00000000..50a61084 --- /dev/null +++ b/static/code/10k-hrs-ml @@ -0,0 +1 @@ +Subproject commit 50a610843a0788bc4b406af2e5da36dc7e552a2c diff --git a/static/code/python/.ipynb_checkpoints/Untitled-checkpoint.ipynb b/static/code/python/.ipynb_checkpoints/Untitled-checkpoint.ipynb deleted file mode 100644 index 363fcab7..00000000 --- a/static/code/python/.ipynb_checkpoints/Untitled-checkpoint.ipynb +++ /dev/null @@ -1,6 +0,0 @@ -{ - "cells": [], - "metadata": {}, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/static/code/python/.ipynb_checkpoints/untitled-checkpoint.py b/static/code/python/.ipynb_checkpoints/untitled-checkpoint.py deleted file mode 100644 index e69de29b..00000000 diff --git a/static/code/python/_metal.yaml b/static/code/python/_metal.yaml deleted file mode 100644 index 47eb13a6..00000000 --- a/static/code/python/_metal.yaml +++ /dev/null @@ -1,16 +0,0 @@ -name: tf-metal -channels: - - conda-forge - - nodefaults -dependencies: - - python=3.11 ## specify desired version - - pip - - ## uncomment for use with Jupyter - - ipykernel - - ## PyPI packages - - pip: - - tensorflow - - tensorflow-metal - diff --git a/static/code/python/cifar-resnet50.ipynb b/static/code/python/cifar-resnet50.ipynb deleted file mode 100644 index 12cf8efa..00000000 --- a/static/code/python/cifar-resnet50.ipynb +++ /dev/null @@ -1,230 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "556450c9-05f4-4987-a411-994f48a13e04", - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import pandas as pd\n", - "import tensorflow as tf" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "006d9b36-8bbd-48c2-b821-10a7a49bfe4c", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Downloading data from https://www.cs.toronto.edu/~kriz/cifar-100-python.tar.gz\n", - "\u001b[1m169001437/169001437\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m43s\u001b[0m 0us/step\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2024-12-27 16:44:24.060439: I metal_plugin/src/device/metal_device.cc:1154] Metal device set to: Apple M1\n", - "2024-12-27 16:44:24.060497: I metal_plugin/src/device/metal_device.cc:296] systemMemory: 8.00 GB\n", - "2024-12-27 16:44:24.060504: I metal_plugin/src/device/metal_device.cc:313] maxCacheSize: 2.67 GB\n", - "2024-12-27 16:44:24.060662: I tensorflow/core/common_runtime/pluggable_device/pluggable_device_factory.cc:305] Could not identify NUMA node of platform GPU ID 0, defaulting to 0. Your kernel may not have been built with NUMA support.\n", - "2024-12-27 16:44:24.060671: I tensorflow/core/common_runtime/pluggable_device/pluggable_device_factory.cc:271] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 0 MB memory) -> physical PluggableDevice (device: 0, name: METAL, pci bus id: )\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Epoch 1/5\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2024-12-27 16:44:31.325002: I tensorflow/core/grappler/optimizers/custom_graph_optimizer_registry.cc:117] Plugin optimizer for device_type GPU is enabled.\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\u001b[1m782/782\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1716s\u001b[0m 2s/step - accuracy: 0.0554 - loss: 5.0221\n", - "Epoch 2/5\n", - "\u001b[1m782/782\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m4847s\u001b[0m 6s/step - accuracy: 0.1276 - loss: 4.1937\n", - "Epoch 3/5\n", - "\u001b[1m782/782\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m675s\u001b[0m 863ms/step - accuracy: 0.1607 - loss: 4.0293\n", - "Epoch 4/5\n", - "\u001b[1m782/782\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m826s\u001b[0m 1s/step - accuracy: 0.1769 - loss: 3.8754\n", - "Epoch 5/5\n", - "\u001b[1m782/782\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m772s\u001b[0m 986ms/step - accuracy: 0.1822 - loss: 3.7586\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "cifar = tf.keras.datasets.cifar100\n", - "(x_train, y_train), (x_test, y_test) = cifar.load_data()\n", - "model = tf.keras.applications.ResNet50(\n", - " include_top=True,\n", - " weights=None,\n", - " input_shape=(32, 32, 3),\n", - " classes=100,)\n", - "\n", - "loss_fn = tf.keras.losses.SparseCategoricalCrossentropy(from_logits=False)\n", - "model.compile(optimizer=\"adam\", loss=loss_fn, metrics=[\"accuracy\"])\n", - "model.fit(x_train, y_train, epochs=5, batch_size=64)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "89a28eed-b3fa-4085-a387-a39a5c02a44e", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Epoch 1/5\n", - "\u001b[1m782/782\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m792s\u001b[0m 1s/step - accuracy: 0.1335 - loss: 3.8909 - val_accuracy: 0.1881 - val_loss: 3.9734\n", - "Epoch 2/5\n", - "\u001b[1m782/782\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m744s\u001b[0m 951ms/step - accuracy: 0.2060 - loss: 3.4471 - val_accuracy: 0.2068 - val_loss: 3.3512\n", - "Epoch 3/5\n", - "\u001b[1m782/782\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m739s\u001b[0m 945ms/step - accuracy: 0.2393 - loss: 3.2379 - val_accuracy: 0.1960 - val_loss: 3.4175\n", - "Epoch 4/5\n", - "\u001b[1m782/782\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m739s\u001b[0m 945ms/step - accuracy: 0.1980 - loss: 3.4739 - val_accuracy: 0.2204 - val_loss: 3.6145\n", - "Epoch 5/5\n", - "\u001b[1m782/782\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m744s\u001b[0m 952ms/step - accuracy: 0.2724 - loss: 3.0227 - val_accuracy: 0.2512 - val_loss: 3.0683\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "313/313 - 10s - 31ms/step - accuracy: 0.2512 - loss: 3.0683\n", - "Test Loss: 3.068268060684204\n", - "Test Accuracy: 0.25119999051094055\n", - "\u001b[1m313/313\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m11s\u001b[0m 30ms/step\n" - ] - }, - { - "data": { - "image/png": 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i8c3a7Xjl/ovQ3OaB02Y4af61n7Wy6JadCFesGa5YM/56ySh5jWWFraf6pha8dM/5SHc58dmKn7Huzb/CbjXhSFUtslNiEAySMsA5qc7/CZn+XnvnVK29fYdrkJLoQHqSE+98sQEWA/Die6tYX7+XTDsbz68Z64l4uv2y8XDF2/H8uytP/QEjk8fjQXNz8yn583g8vxmfv5T+8Kl377zzDi6++GI888wzGDp0KP71r3/hhRdewI4dO5CZmalq6w2QA14CMeNzAJqbGpCUEMfaPPH0sygr64tzp52Nqlo3jCUX4M6rJuKjl+/HT2094S9fCt6WBt6cAM6aArH5EDjBAN/+j2HsdTn7zFlTutw27PO+DwEAurRh4C0u8NZkeHe9BclTD84QC2PJBfAfWYVgbQiNTZc2DLrE3vAd/BxiE8GGV7Wt2wZjr8t/MU8nM54/QtuTulYhb11ib0iSCH/5UiJHjj9lcjmVY/ft+5CsD3MC/IeXw1hyEby73oKx6PyT4r+ztadeTxx4Zz70WeMRqFyFYN32sPWk5ClQuw36zHHw7X4Hkq8Jxl6Xg+N4so69jf8DMl3x++ydU7T2BEcOIJjJw4DjIDYdBO/MI301H/rd9n6n49E8q37NOu1o7gaPOgsrX7/5VBwtKvJ4PDDb44FA+ynpLzk5GQcPHmQw2n8E+sMf9gMHDkRZWRmeffZZ9l1xcTHOPvtsLFy4UNXWEwAgSQgGfBADfvB6A3hBj3a3B0ER2HWgCg+++AWuunAsRvbvhklXPI6mVjeO17Wgpq4ZN807A23tbrzx8Xo0tZI3s245Luw/fBw8z8HnD6Jbjgv7Dh9HMCjCYtJDkgC31w8A6Nc9C5t3Vajaaq/df/g4OHAwGnUIBEV4vH6kJjrQLTcZ2/cexbH6FgDA/BnD8MWq7The14I4pxXNrW60uX1IirMjzeVEZU2jqu2n321F1fGmX8QTHU+80wqP1482N4GhTYi1oaGpHUFRZH39tKsiYtvO+s1NT8DAXjn4fNVWNLV4YDUb4PEGIvar5T81yYma2mZVW+14OuKf8iTwPAqyk2DQ6/DjjsMAAItJD6NBz/zVnfVr1OsQFEWIkgRRlNAjPxW7DlZ3SaZdmY9I/JuNevgDQYiSBLPJgEAgCL1OQGu77M4ZVoLt+6pwrK4ZPn8wbK50Ag9RkjCsLB8rN+1l9+XAwWTSwR8gay82xsJkIPA8gqKoWk+Up3a3D3mZidhfUQv6yDDoBfA8D5NRj8bmdsQ7rTCbDIynzuSiJZ2OByRAkiQERQkCz0OCmv+O1l5X2xoNOgSDIoKiBJvFgJY2b8SxdtSvdi2ajXo2r/NnDMO7X2wKe25o5a3c212RE1t7ooSehWkIiiJ27K+CJEmQJOC0oSXYuqcyIv+0367I9ET7TqfjEQxKyM9MgMVkxL7Dx9h9TEY9rGYD+pZk4pbLzsA/n/sC367bBQCId1rB8xyaWtwRx9qVZ0y724fiXBe2bFiGbn1GYtvHd4Wtn19Lzc3NcDgcMJbMAoRfCcQU9MG74xU0NTUhJibm1DB4CugPbcb3+XzYtGkTNm3ahNTUVHAchw8//BCnnXYa1qxZE/GaI0eOwGYxISbGjnOnT8PTL7yDMbMewuiLF2LVpr148+ErcM9TH+HyO1/BpNGl6J6XhmsvJjClG7ccxP+9+z1GDChCWpITALD7YA0cdgvee/Iq9jnGQt7W0pPj4PMH2b1/3HEYcQ6rqq32Wofdggf+NgP5WS545Y01cXRv9C7OQveCNNbXy++vwU1zJ+AfV01CTV0ze1CkJcdi695K5GUmqdpeef7oX8wTHU99Uzs8Xj+S48kCrWtsRZzTquor1m6J2LazfnsVZeDdL39Aaxt9OBiQFG+P2K+W//hYW1hb7Xg64p/ytOKNW+BKcLKDnt6n3ePrUr8lBaSyXKLTBgDYtu8oYmO6JtOuzIeWf6NBh4G9c4msDDr4fAFYTAZ88q/rWT9ffr8DF00ezPrRztWZo3oj3RULjuNV96Vrzy/zVNY9C689dDmevvNipMhr/qX3QuuJ8pSS5ERmajwkSYLdZkZKogOiKEESJfQqTJN5aMO1l4zrklzsVhN0Ao/UBALzKwYlxDms6F1ES/hKSE5wqPjXrj2DXuhy2ziHFWMGFQMALEYdqIrz0vvhY+2o31iHVbUWB/bOY/9++f01GNq3MOy58cDfZqBAIW/a9qa5E7okJ7r2khMdkABs23sUsQ4rljxwGQDgq9U7cP5ZA1X8a9d/V2R6on131qhSZKbEoUdhOrbuqcTgPqFAucf/fj4+ePoagOcx/brnsXzDbvZbfVM7mlrcePbuSyKOtSvPmJQkJwaV5kGIK0IgGOLxNyGdCdyv/IPuj6PNK+kPfdjX1tZCFEV0794dTz31FPve5XKhuro64jXpaaloampCU1MT3nrzDby3shx9ilKx/1A1HnppKXQCj349c7BrfxUuP28Utu49gsxUApv63YbduGDSQEwZU4qMFPKdTuBhMuowoFcu+2w2GyAIPG5fMBl2a2hiU11O5Ge5VG2115qMOsyZOgxl3bMBubrXkLJCNLd6sPtgaEwj+nfDJWcPwYdf/4hLzh4Ku5WY8G6YfRqsZiO27jmianv5eaN+MU9mM3mTHT2wCHarGbzAQxB4WEwGxYMv1Je27YnkNHFkb0iiBGcMGYPVbEBOemJYv1r+eZ5DSoIjYtsT8a/kqVtOMhqa22DQ61i/ty+YjKzU+BP2Kwg8/jL7dNgsJgi6kCySEmJOKNOuzoeW/4RYGz54+hrwPA+PL4BPn78BDc3taGkL+QF1Ao/UJCcG9MoNmyue5+Dx+JCeHIdn7iIlX+NjbcjPcmHO1GH4+uWbGE89CtIwdnAJzjmtHz567joAgDPGgsvPG6XiieOAphY3DHoBdosRP3x4Dwb1yYcECT9sD71EleSlnVAuHAfExlhgs5iI300hly9e+AsEgVgLOA5h/KvlZO9yW7NJjzcfvhw8z8PtC+DLl24CABRkJYWNtaN+zUY9W4s8z6n2xoj+3ZCRHBf23JgzdRi+feVvqjVA93ZX1g9de8pCgIlxMRhcVsDa+gNBFf/a9X8imZ5o3/E8h3a3F2muWLx0/1zE2M3w+QIAyCPMYjKiZ2E6nr7jItQ3tSEjOeQ2HT2wCNlpCdi883DYWLv6jOE44M6rzgJEP/yBcKvQKSVOHtSv+vttWfyl9Ic+7CldfvnlmDp1KvssSVLEMpg8B3C8gJiYGMTExMBktmDr3qMoSLPh8HcP4eiqRxAMilizeT/McuGQnPRELFu/k/UxpE8+TEY9+vfM7pAfjgNKizJU1wFAfWMbBvQ6cfGNmxa/i89X/AybhRQJef2j1fh8xc/k7VhBPn8Am3dVYOygYraAXvtwDfyBIArkDUHJoNf9Cp4UnhwuND76EFH2pZILp7lWQ7Sfhc9/Br2Oh9Ggh9ViRHVtE/r3DPFU39iGQaW5YfxnpyVg/ZYDYW3Dx6PmX8uTzx/Az7sqiKkYQE5aApat34lRA4o67Zfy/+26nQAkKD1efYrV8SIdjb1r86Hln6wRfyCAhFg7HDbykmRTHBhBUUT/njls3pVzReXWt0c26puIib6l1d3hOhB4DgLPob3dG/F3cGTPbd5VAZ1OAMcBJj2PA4dqEBQl5GWFrEyxMZbOxAKOA5ITHKg81oim1nZUH28CANQ2tGBAL/V4JAkq/rVrT7lOT9RWKdN4pw0/bC8HADjsGn4j9NvSRuSy60AVW4tUxkr6bsOuTp8bJ0PatSeKErbvrQRATN0mOWnaYjZg45ZyzVjV678zmXZl39HPpcVZeOvzjWh3+3DoKImKT4qLwbfrdsIXEFFdS9yK7R71Oho9sFjNo4YnJUV+xkTpVNAf2mfv8/lgsVjw73//G+eccw44jsMHH3yA5cuXY/PmzVixYoWqvSgBvoCEgN8LMejHsfpWjJ7zOGobWiP2rxN45Ge5UHWsEU2tpORm/57Z+GHbIYgKsXAcp3rQxztt6FOSiW/W7Ajr0xljQVu7ly1i7bWUHHYzWts9CAbJb0lxdkgAjst+eI7j4LCb0djcznypAKDXCSjMdmHXwWrm++Q4YmJsbGpX8U3JZjWhVaEVanniOS7suryMROyvOB7W1mwywO0JLy0LEA0AAEQ5H5gD4HRY0NAUCnqh93LaLWhsCX3vjLGgtc2DgMKfa9AL8PmDsFmMzFdN2yplHIl/JU88x2n61cHnD6jkGrFfngMHhOU3R2obaZ7HDi7Gt2t3duFaQMs+J/+H5wiPHMJfq5wxFrS0uklAqiixfgpzXNhzsAYOuxnNrR7GlzPGgja3FzqBh9vjZ7LT6QQIPIegKMLnD4LjyCHY2Bw5WInnOTbHhdnEB0vlaLea4PH61TLkOJWfvndRBn7eVRHWr8NmhtvrgyAIcHt8YTKNsZnR3KoujdvROo3UNhJ1NFa71YSWNg94joMktxPF0LpV+uuVpNMJCGjGznFAQKGR0ntq15rA86rP2nVLKSHWhrrGNjZe5XyEj4/D8L4FqGtqxfa9R8PkRNeQco274mNQU9fM9l1KogNV8ksZENo/AGAy6OHx+VV7lKwlSdFeULkIeJ6DTiAv/y1tnjD+h/UtwPc/7FWNI95pRW19M7LSErD783sjjvXXEPPZl14JTgiv1HgyJAW98G5+NuqzPxl6+OGHYTKZMHPmTCQlEe2hsrISX3/9NYYMGRLWnueAf7/zFnbt2QuR0+PgoUrUN7ZBJ7nxw3t/xznj+mBE/0LWPik+Bj0K01R+oI1by3HasO4QeMUrpWJzFOeloLG5jR30vMbCQAJnFC8KHWi+TS1udtADwLH6FnbQyz2xfpQHkj8QxPZ9R1UPT0kCgkERHMfBaAjHSdIpxhLvtEHDMiSZR0EILYeWdg9SEh2qtmMHF8NmDm0Eg8KsTfgIHys96PWyVk1fCLzyw0J5rfZ6gefBceQBSok+PJVtO3tflSQpLCCMPqhESf29KIoR+uUY753xoJznNJcTALB8/S7YLEbVnNBrRVE9fwB5kTPKJk1J/p7OfaQRtrZ5IEoSLCaDynq4t/wYeI6Dx+sPG08gEGQHPZGBBJ8/ALfXzw4WDpFfUFk/igfznvIa1fpsafNoxhY+r1v3HIHNYoRBs1Z9/gAkKbRWVPKV5QZEXqcdtT0R0b0T4RcARD6SJMFs1MvfSopfI1ylHbsoqg56es92tzdsbjr7rCSv149BckwHuWcn1jVIWPXDXuzaXw1XQkwHclKvcbfXj7KSTBgNZMyt7eSlh5r5fYq96/GRtdTuDr2Ma1+OlQd9aGwAlaJK8eA5rPlpH/usNPFTq8tvSr/ahP97MPnL6A992K9YsQIXX3wxJEnCVVeRgI6bbroJhw4dwhVXXBHxmnNnTENhbhZ40Yc+3XMhSRJ8Pj8MBgMevf0StLZ5MXFkLwDA4ptm4I7rz0VSgpNdn5eRiLceuQJHv3+UHUwOOzGj8jyHxHgH9Dod8jKTkJwQg5L8VHatxWzAnKnDULnqEQgCD6vZgOSkUN/pybEY0icfDRufwq4vH2AvCoU5ybh85ijUrn+StR09sBh7vlwIQeDxygPz4JTNjbkZiSjJS8UQRYAMvW/t+idwcPnDKn6tZiPuuvYc9rmsJEsVWJSeHIuBvfIgCDxeuv9Sdp+Hbp6JSaNLWVuOAy6aPAQ/fnQ3u/b04T0xSP6d+pCrvn+U+OLMBjgdocAb6mujB4rHG7IOUP5LizMxZ9owxsP/3Tcb+VkuzDp7qEIuRTjwzWJUrnqE3ZcGlo0ZVAyn3YJU+TPlaeyQEnAALCYDkhOd2Pn1QzhzZC/kZoTMzzqBx33XT1X1m5rkRO36J1C1+nHm79fyoJ1nnudQkkcC1pYsmovy5Q9F5P/KC8aQsZsMsMovUI/fcTHOm0R8ub2LMhEbY4VBr8PmD+9Cw8ankJ/lYtdxAAb0ykX9hqdQseJhxNgsSE4kPEiShIyUWMQ7bdj473+oZFxWkqWS8esPzofDbobVYsSK128DIFsGvlwYJlM61hT5ZSY3IxGxMVbo5ZexMYOKUZjtwoILx0RcE1Y5NoHKZbZCLrExFpx31kAcW/s4Di1/CAa9ju0/Kje6H7TrNM5hDZsfLf9pLif6ds+CQa9DmsuJmjWPMR5nTx0a1rYwO5lo1zyHzR/ehaLcFDjsZsyZOgwAkJbkZPuss7HXbXgKDRufYvzStjVrHg9ba9rPdD8Y9Dr2rLCYDZg7YwQ+fOYa1jbS+qd7MDnRiW2f3YegKMJs1Edcx3SNUx7nTB2Kr16+CbtlGVrMRsyaOhSHv3sIfbtnISXRwVxLdP1YFEoAGd9jYTwpx3Zs7eMozE6GQa9jv5FzksOZI3sDADKS4zBn6nAM6ZOPH9/7OxD8HXz2f2L6Q5vxKT3zzDNYvHgxDh06BAB44okncM0115zgKkI5429F1fEmCILATEWJcXamRT92xyV4/cPvsUnjf1OSTuARCIoqEx0QeoGjEjQZ9AiKIvyBIPIyElFeWQuAU6VDWcwGeH0B8DzHNCyjQYfC7GQ0tbQzhKiM5Dg0t3nQJJu6lWZco0EHncCz1BdqBjt3Qn/sPljNTKTU3EbNcGSjSzAZ9WhuDZn1zSbyEMhOS8DW3UcgShLSk52ob2yHKErw+PzQCTyK8lLR1NyOimrCI7F+hMZH+chJT8Tho7VMNqIcY0FNoRwHOGwhM77NbIQ/GITXF4DZpJc1UmKubGpxQxRFpi24EmLg8wfg8fjh9vrBccS6EhQlGA06ph1SojzRtCMO5AEeCBLTuNL8nxBrU7l8eI7DgJ45KK+qY75lgFhH9Doe1bXNYfNMZezzB1kAUpvbqzJ7e3wBHD5a1+E6U64vq9kIfyCIotwUpCfH4VhdMzZuPcjaCwKP9ORYlB+pZeZ8ukbinTbUNbbC6wuoZBznsKKhuQ2SRMzVbo8PPM+xtDQlH/FOG+qbiMk40poGAKvFiLZ2L4wGHQSeh1u2KHCyG0Kn4yHwPDxeP0RJgl4nIDHOjpq6ZqZV8zzRHKkpmFqq6OOpMNuFmrqWsP1Qkp+CHfuqYDbp2X4qzHbB7fWjoqo+bE3oBB6SRFLJvL4Ak6HXF2DuIKVbRemGIIc/z54BSjeQM8YCny/AMjx4jlwHjminSmtKdlo8RAmoqW2C1xdQySn0ObSmvb6QJk3nEUBYW0HgZesUYNTr4PWTMQ3rW4CVm/aA5zlcNHkwXv1wjcyzGRzHo7G5DRwXMqUPLcuH1WLCz7sOo6a2GQAw6+yhWLZ+Jyqq6okM5Tmi+0u5ZgSehzPGgrrGVmSnxePw0Xq2z7Rj5WUZKd1QtE+9njyzg0ERz999Eeb//QWkpbqw/8t/hu2dX0vMjF929akx4//4VNSM/0towYIFKC8vZ59Hjx7dYVuv18tQjNrcXvTvkQWO43HGsB64ae4EAFCZy5ev2YYftx4M6+eai8airIQEYdGNT015/eQAEklS+1o9Pj8zffkDQQRFCSZj6E06EBQxoFcuhvcrVG1+gJg2h/UtYJ8rquuhEziMG0LShZRvZH5/AJefF5IB3aQ/7jgEny/0MkLNbX3kcRgNxHc2QBHwBgBTT+sHi8mAn3dVsIdr1bFmtHt8uPoioqm4EhzYtucIuuWEAgODooTrZ49nn02yfNweL4KixB5ARFYS41OSgPPO7M+ua3V7aVA2dILAZFqcm4KR/bshTmEhqKltxvTT++PJ2y9ifVGZe33koa7UoihPZrOePDjklzFJksL8/INK81Sf7TYTdpdXo/p4E5RenfqmVpw+vCeA8HmmMgaAM4f3JPnuGrN3aVFGREuf1j8rScBlM0dh8thSWM1GfPbdz+ygB8icLFk0D34/4UHpYvEHgjj/rIF4/t7ZIRnLgyCHN2nX2k7iJHz+IHieD+OjrrGVuSgirWkAmDK2FACRv1vO3af8Gww6LFk0D2aTnsk73RWLo8caVeZzUZTQv2cOnHYzcwMoU7L2lNfAbNKH7Ycd+6og8Bzb27Rt3+5ZjCdJAtNoA0ERFrMBk2WeA/KBBYRe/JRuI6vZiJI82XonAU6FNt+rWyhVtrG5HTnpCaHxSOSlujg3BTFWdSpWeWUdehSk4dFbz1fJSfVZNl/Tgz7OQWTa6vZCEPiIbYNBkc0rTZuzWo1Y/zNRZPQCr9r7jc1u9CxMw3WXnIZ0Vyz7fvWP++D2+HDhpEHsu9c/XoNRA4uYzJR7mec4OBSBmaIk4ryJA9hYJUlCvLyHtWMVJYkFKht0OlnmxALk9wfZ8+idLzYBvB464Tc+sv7EZvw/tGb/7LPP4umnn2YHfVtbG1wuF5YuXYq4uLgwBD0AuOuuu3D33cTU/OzzL+DFr6pQ1iMXd1w1GSs37salt73cYdCckjgupNUoH9Y56QnweP2qgBXtdfTh4rCb0dDUxh6eOjkiva2jqGcN6XU8OI5HQqwNVccbw4K4tNRRoA4NkKEPPKNBx9K4bFYjOHBobfNAAsnr9vgC0OuEsEhZIBR8YzQQUCBJJIemQS+waF+DXoDNYkJTSzvTyGNsZgzr3w2fL9/cpbF3RlazAT5/EP5AUBVgZDIQbYbKSckTGasJbrc3YsAdoNasi/NSsLe8JmKAFADEOayob2oLm2cqY58/0OF8WM0GApxjMkAUJXh9oRc/bXBTZ2QxGRAIishIjsX+iuOdtuXlNd+Vnk1GPcN1SIi1we3xoc3ti7imtaTViiVJgl5HLFFeXwhISRuUqNcJMBn1qvRCJSXE2mA2GVBT23zC/ZCW5IQE4OixxrA1ARCrwMDeeVj3834IvKwNgwa+tZ5wn3VEgsCzFxgacAqEv8QBZJ8FRQn+QJDJSScIoc9i53NF96eyrZL/7LR4JMTF4IdtBzscj9VsQJzThqpjjR3Op5K0gXYdUVlJFqprm3D0WCMbq0d+adGO9URktxrR0uZFZkosDmz9HkVlI7H1o7tOeN3JEtPs+14HTvcrNfuAF94fHo9q9idD6enpuOiii9DW1oa2tjYAQE1NDfr06YM77rgj4jW33nory7OfPvUc7DxQgxce/Qf0vIiJo3pDEHhVehDPczhtaHeUyqlUt1w+CQCQm5GEQFCE1WJEnMPG2h86Wofq2vCDnuc5jB/SHYNKiS89EAyiT3Emy50FgO75aUiX/Z1Kf2Qk6l2Ugf49c1Gz5jH89NE9KMkPaRH/vGEq8+/T+wLEF1qz9gnMO3ckBvbKZUGGZ4zoyXgaNaAbehams2sH9c5DSV4q42fS6FIAJBgvKy2BvUlzHDBuSAkS44jGcMV5ozBv+ggM7E3yZV0JDpYaFgiK6NcjG/17krEnJziQ5nKiro6YBF0JDpiNelSseAgAeUjZrSYWn9BDBhd6dfE8zJ0xggHMAEBxXiqMRgMDFcpKjUff7kRbufy8Ueien8b6UvLEccCQ0jz070n4nXZ6XzjtZgwuJfEKcQ4L4mXQHJ7nkOaKQ/+eOVj37u0AgOmn92P9vPLAPOz5alHEeaYyBoBXH5iH2vVP4rJzRzL+r7tkHI6sfATpybE4Z3wZ8rOSwHHApDFE7so4B6vZgIaNT7E/h93M5sOg1yErLR41ax7DpvfvRJzDqlIorrtkHBo2PsVkHOe0wiprUNddMg49CtJgtxohCDwyU+IQYzMxP6tSDg/fch4unDQ44lgBsk4Hyp+vu2QcuuenMU0tzmGF3WpCxYqH4PUHWOAiz3N49YH5uHzmKNZPSX4qehams7F2L0hT5aafPqwHtnx8T8T9sOrNW1XxLtPP6If1cqwCXROUp4RYG+w2E/79xJUAgFiHBTZ5vTxw07kozktlmiUAlBZlombNYxAEHhkpcbBbTVj55q0AgEG98zCwVy7bO+eMK2PXZaXGY0CvXBxf9wQbj5K+feVvOPDtAyo5KT9r50rJf4xN3Zby//At56G7LJd7rjsH7W4v9DoB7z1FXJ7jh/bA3BmhtViQlYwtH9+D4+uewNHVj6M4LwUAeeld/dZtKpled8k47P/mARVPMTZTxLk6Z3wZVr11G/s8aXQpBsjPAjrWIysfZjI1m4j1jbhMVGJirsrbLj8TkAJIjLUhSr+M/tCaPaVrrrkGH374IVauXIm+ffviwQcfxNy5cyO29Xq98HqJ5lxd24ze0xbBX/MTcnqPwfH6FgI44g2oNHub1Qi/P6jyjSlpUJ8CrPuJpIJoNRLqt4vkD7dZjeA5jn12xpjR0uZFMCjCZNTD6/OzvuKdVjS2uBWagRmtbcRkF++0oep4E/ODFuelorXNg8NV9cQvKGts00/vi6ZWD5at28n60esFGHQ6VokqMc6O+qY2BIMiXPExMOh1OHqcmFR1Ol4VnUyDgqh506AXEBtjRU1dM0xGYlJrbfdGtJTExljgDwTl30MpZEDIFz9lbB/858tN7JrURAcEgceRmkZIksS0ZyWlJDoQFCXUNbYyn6HFZEBrO0kpC8o+y7yMRBw6WgdRDJnrlSl66cmxqJTvk5eRiCPVDfDJ5n06x2ajnmjnksTWjFGvQ1FeChqa2lh8hUEvQK8T2INJp+MRCIiwmEKHBvXldi9IQ0ubBxVVdUxukkQCr3QyiA51vxj1OrgSHaipbYIrwYGKo3WAQtaCwBPftaTO2FDep/p4E7EyyClkkmxeJubt0LwGAiL0siVErxNUe0FpoYiNsSAoimxNK39Lio9BbX0Lk7HAc7J/XIDPH1BphomxNri9fuajV673otwU7D5YreIxJz0BQVFC1bFGmIx6tLZ75Mh9AQaDDmajnsVbdC9IQ2NzGyprGsPGStc05Um5xrWWGJ7nYJPjEbTWFg6A0aiHXiewFD2O5yJG9r/+4Hxc98+3UNfYqrqe9hiJp47mqiP+JZCsjHYPiZcg8Q8eWMzGEH4Cx8FiNjDLIsdxMBl1YS5Fi8mAu66Zgqde/5atcaWlr3tBGnbuPwpRlJCXmYhDlXVs33EcQcik6blmkx6BgMjibii/etn1QNe6JAFnjuyFz1eE6oHwHIdYhwV1jaQUc3l5Oa67dBIW3zgjTMa/lphm3+/6U6PZb3osqtmfDEmShKuvvhrvv/8+vv76a9x6661oaGjAd9991+E1CxcuhMPhgMPhQLduRMPSJfXGBRP745FbzouYVtTa5kVygoNFRWvpjFF9FDwBYwYXMy2FPmQj+cNb27w4a3Rv9rmx2Q2DnOJiMupVLw11jW1w2EzqtgYd5kwbjqPHGhnPCU47duw7ikLZd24y6thDY8PWgyg/UqtKB/T7gzhzVE/2+Xh9Cxunw25mwXYAyQWmDyuaLqaMOPb5gzh7PJEFxeB22MxIkH2ryrf7huZ2nDO+L5OZMs2ttqEVPM/h6zXbVXIuyElGRXUD8xGbTXrodDwWyBHoAFB1vAl9u2dj0U3nAiC+XmqVCSh8lv5AEIGgCLPiwFX66Ktrm5CdFs++9/oDMMm+fyqftORYtHtIBLBOoA9ZHj/vqkCPwpCm5vMHcYHCv9m7WwaTh04nYHCfkCa8fW8lSosycPHkIQRuVmap3e1Dc5sHZwzvwdp6/QGUFmVgZL9CVFTVQQJULxBiUERBtovJVqn1bN9biaFl+XjstpBv1GQgD1iakhdyOQRhtRhx3sQBsluBPIB7yRYg5QHY0NyO8yYODPGg+O1YXTOU0SVBkeD6L7pxOrsPpdrGVrS7QxkZdL0vWTQPdQ2t8Hj9qhS7g0dqUZjjwtUXjYUgB9kBxN1y09wzcNPcM1Rjp5o/HSu15omSBKNRr5KL0ajHWaN7sbHYrAY2tm45yTh7XBnLOKDBhbkZiQyG12jQQZTCUzwpPfPmMhZYSOnMUb1CMpQP9c7m6kT8nzasB9rcPvacaGkjL0MZybGwWYgFRyfwuOPqKey+kiShe34azEY9jAYdS930B4K49eH/MIsg/U4pX0mSkBRvh99P9plOIPy64h0qt5Tb44coibjrmrNV/C5ZNA8xVhN5qZbX9DYZFXTOtOEwG0mMB8U/ECUJnMGO04eEgLB+E+L4U/P3B6Q/tGa/YMECvPbaawgEAvD5yELOyMjApEmTVPC5SlJq9j5/ABnj7oAkBmAwGGG3msI0RYC8wV978TjccdVknHP101ixYVenfJ0/cSD2lFfjxx2HFP7hcH94Z5SdFo/ahlYVWMzJENUes1Lj0dTqZptCrxMQCAbxe8wq1U56F2Vg14EqBOQALkrxTivqGtvQt3sWftxxmD2I4mSgHV62itgtJrS0e6ATeCTFx6ChqQ1urx8OuxlNLeHAKBaTAf5AgKXhUACUOAcp6kJjJmwWI9rcXnZ4KTV7s4loTKJIcqhNRj3aPT54fQFkpcaj6ngT/H4S7RzJha6Nkj4ZspoN8AdEpCY5UF5JovJ5noPRoIcoiqxfg06A0ahn8RQnQzE2Mxx2M6qPN8EfCKqyISJlLXAcMKJfN1Qea8DBiloERZHNh7IgSmcU57DA7fUzTdFmIZkE2nXRGRn0OnAcIspWL1ueuuJftpj0aPf4w8bKcRwpfy0D2NDPgiBEjAUwGHQIBIIss0UUJeh1PHQ6ASaDAc2tJFvEbDbAqyjuZDUbmTUtEtG4DeXYAO6Ec9UR/7Rgktvj+833vtGgky2kfuSmJ3YaL2I00DiP9jB5F+elqJ4bOoHH2MElePmB+Sgc/zf4/GSPS5KEzJRYlB86hOvm/Maaff+/nBrNfuMjUc3+ZOjZZ59Fa2srPB4PAzw5fPgwfvzxxw6vMRqNDC6XClpsrcS+L+/Fzi/+yfJPqWYOAKmJTmzYchAcx+HdxxeE9fnYwivx5GKS59+/Zw4e+/v52LyrAolxdqZFa/3hAIk6HtInX5XTS/N9Rw8qZm/DADnArp81XtU2NYmA2sTGWBBjMyE1iZi5TxvanfnA7r3+HJx7Bolsv/aSsbjk7CFwycVFAJLnSv2gJM9YYGPnQA6Zi6YMYm0vnzkKCbE2DCrNg9NuRmqSE6veJP43q9mgyp91xJCc5O9euxlmox5J8aGFPbB3LvZ9/QD6ds9Cr6IMlpebm5GIljYvehVloHzFI7BajPD6yeHw0sJLseWTexm++OxzhqJm7ROoWfsExg4mUdh9SjJRueoRHFlJcpINOgE9C9PRt3sWpowrg8NmYfNhMupZkZPcjER0y01m/z5v4kDkZxLriNcfgNlkYG0Ls13QCTx6F2dizTvEZ//d67cACJlRl73yNwDEXVCcl8IKg+SkJ8JhN+Oai8cxf78Sg39gr1wcWfkIqlc/irGDS1Q+yufvmYXq1Y+xz0nxMehZmI69Xy+CwHMwGfVIjCPau91iQkFWEkqLMuQ8blKchlJxXgq2fHwPjqx8GAAxqScnkPkZWlYAh92C1CSHYq058e7jV+LgkVoY5Wj7JYvm4qeP7sGc6cNV/GvXE5XplHFlyEgOjVUUJVx5/mgc/f5RxX0cbP04Y9Q8pLmcOPzdg8y064qPYest3RWL/j1zMXvqMCQnOpgV6dXF89gaUfJ4cNmDEccq8BySEx1quSQ6SOzDB3fDYTMzOQHAuEHFuPHSMxAIBCGKxNQ/fmgPOYBRwvdv3gpe4PGvu2dh3owRbE1kpobw4ccOLoYg8Dj7tP7oXpiOOdOG4dB3D0NJl04b3qW5isS/KyEGPE94oPC/HMiLSllJJg5/9xBWv3Ubpp7WFz0L0/GPBSQuKT05FrPOGcoyVgSBR14mwcMf1rcADRufYuOh/nzKU2ZKPK69eBxGDyoGx5G5omNNVqzDoWUF2L10YUR5k+eGgbUPihIumjwYAifB7fUjPzMJBTIU8z+umAix6SA2bTuE35Si0fj/XZo1axbi4uLw6KOPIjY2Funp6di6dWvEtpF89pIoIs5pQ6sMT0kPOaW2wXMcM3VpYTB5noPJaEC7nL50+cxRePat5WH3TnM5UX28SdWv1p+t9fkryRljkTUFdQMKzUmvzUyJQ6WcupQYa0OMzYL9FcdYe71eYFW2yMuCFa3tnojwlLzsx6MWhkiwnUp+Imm0kaLOOQAmkx5eb6BDKFutPHQCD70iJ9luNWFY3wJs2lbO0iUzU+IQCIo4VtfMNLyOoEV5jkN8rA3H61ug1/HMEtCrMB1bFIWEKB9OO7EMMEjiA9UQJQkCz8FuMzE0QINegNVsRENzO4aWFWDNj3vByTKgc6WMaNfex2En8yyJEqAYv8NmhiDwKuuTcv1wHMfy4YFQ5L7TbkajxgLCAXCcBKyw+j6EJ0HgEWM1we31s7HQfpUwvQCQ5opFZU1DWL9aqObOiOc5QJJNtgB4OSZBBXWsExDrIHEjAHDJOUNhNRvxwVc/sMBZDoC9E7jcSBC+owd0Q0VNA/YdOqZqS3P/I0HTDuiVg8NV9ag+3gSHzcyQCLXwzjxPIIknjeuL9z5fH5Gnk4GA7iibqDDbhT3lNexzSqIDx+pbOnQvAOHZH/SzXifAajGisbkdE0b0xNKVW8OsSzTDA7Klgd6HWtoor7ExFrS0eVTPFJ3Aw241o76pleEEAMDg0jz8vKuCxbhQC+aV543Ak08+hbxeI7Hrt4TLHXjTqdHs1z/4h9Ps/9CHvTKNjhLHcSgqKsKOHeG49GHX6Cww9ZgDSRIRF2NFS7u3SyZALRXkpmL/wSoVMMQvlRp50eAJ0IbiMOA4suEbm9pP2mR7IiJm7yBMRh1a2rxd5l+bfnfhpEH4evV2HJMPXnqAKgFNlGQy6uDzEax1vU5g6TdjBxdjx76jqG1oAcdxJJ/2hLyEDmtBIFW5jtQ0AqBAHV1PWeM4YmbleU4FLnQqiB7yOp5HoAPTd1dTmLTEcRziHVbUKgK9AHSI067XCZAkSQGDS9wuyhQxgETfNzS3RUwTjETUVURN1cq1pDzo6IsNdTGluZyolOcMCJfDr9lXWqKHRCQiylfHePJK0h7cp4q0c0bBjU52rrQy7Yw4DoiPtWNon3x89O1PEducTOpnV8liNsDnC4TGxhE8jUiK1YnIbjXi2PcPn7jhSdL/D4f9H9qM//nnn4Pnebz22mtYtmwZrr32WkiShKKijoM0lKl3x6sJkpzYUoHNH96ugqPUQmZS8zo1V/EcgcnMz3JhRFk+O+gH9S/GGy8Ss/aYQcWsfrW2XwoPmqpwF6Qnx2Jwn3zUrn8C+5c9pAp+65aTjAPfLEa1fK3FbEBKopOl9Zw5qhdLeeI4DnmZSQpTKjG7vv7gfNSsfSKsIt67jy+ICE8JkI14zcUk6OnF+y+FQzbdO+0WJMbZVGVhxwwuwYb372JjHdKnAEP65OPoqkfZdVfIpvD8LBe2L12Mqy8Zj8LcFJwnp28BpJTwsfoWUrhIcdDnZiRizrRhKMwm/OdlJMo5+0askVN5LGYDrrloHH74IMSHElpUCahjMRPXSMPGp1C7/kn227UXj0P58odw4NsHZXmSdDqaakRhYA16HXoUpMn9mmE1GyHwHFISHbjukvGsrRK+OC3JCYNegMmkx+YP78KcacMhCDwunExqORTlJqNmzeNhc0fXU2G2i82Hdv2kKcp/KqFdS/JTI8LAXnXhmDBYYS3cbEcQykP65LP9wHEcc9FYzAZcdeEYFUwvEHJVvP3olazf5AQHgwpWwghT/udMHR4Gt6zdk8q9BBCzvTKd0ZUQg+K8FKQmOVXQwNQl0xFcqxbCl669y2eOYjzxPIfs9ATVXGllfM3FY8PmQwuPe+X5o5CTnog3H70SVosRJfmpzLVB11/PwvSTnqtIMlXyT2VI3S4xVjN0ggCnwwZaaCs1yYnNH97FnhuzziHzVVqciZq1T2D75/9UzS+9T2G2C9fPGq+SC0CeQQXZLlXbypWPhEEBH1v7uGrdUlI+j15eOBcOuwUu2aURaNyHHvkhd8JvQlEz/n+HcnNzcfDgQfaZmq+IOZOH1+uFoPB7a8nnD8Ax4HqI7jpk5uTjeH3LCeEplZSRHIfq2iZVwBvHcdDrBfh8gU7f+vU6AtCiTDmjcLluDzHzKgOvlBCaZGx+on1IIoOQ5BQwpRdPGYyMlDjc/9xnDAzm3An98e4XG8M08pREB+qb2sLgKQGCCOb2+uGT/dbaAB86RoNeh/zMRDS3eXCkmphrBZ6DKBHTvkd2M1CwDJ2OIMdF0p6Meh38skwlSVJV1TLodQiKogpGVSfw4DgOXh9J35IkhAFy8DyHiycPwWsfrWEvZhRalIDdhNwDKYkO5GYkYd/hGtTUNsNhN6M4LxVHaxpYqpGy34IsF/aUVwMAzEYDTEa9KvBPrxNg0IdS7wSBBySJrSe9ToBeL6Dd7WPzXHWsMWwM8U4CYNPu8XUITUupMNuFfYeOsbEaDTokxNow65yhuP+5z8DL6xSAas0HRZFo5gHykkXXjtI6o9cJ4DhOVfCEAqMoIaFff3A+5v9jiUo7o0GZ2gBJJYwwlZESVZHCy6r3JNmjdD90BLUr8DxiHRaWekfXtNcXiBDgFhnCFyA54E2tbkAiWTb0RZumImr3jsmogyQh7D5aFw6N5DcadGht9yIjORYczzPIZOqyoMBDyrmKRHSu0pNjUStnLtD+A0GR8a8ca1FuCnbuP8ogkSlZzQZ0y0lGUrwD3/+wh0X0xzqssFmMDHBHaXUpzHah6ngTc29QCOKgKCI7LQF2qxFb91QynmilwEjP3s6eRySVMPQ8En2tuG7OxN82QG/wLadGs1+7KKrZnwzNnDkTZrMZiYmJSEtLw+mnn46ePXviwgsvxObNmyMe9Eq43PIK8oDmTHEY2Cu7U3jKSFRanMHyRylJ8gMHQMSDnkLq2q1mOcc4JGIKlztz4gCSGqO4rryyDqVFGViyaB4sctqJQc8j3klAbCjUKyV/UMT/vbsSQCgv/tPlPwMgQCFK6l6YFhGeEgAaW9zQCQIG98lHuzs8kpemWTnsZuzYX8UOeoAE1BTnJjMAEOUhHAiIGDWwGEW56jdxvU6A1x/A+KE9mAavRCNMTXKoJkSU07co7KvPH4xY2U8UJbz60WrVdwQilkdxbgrsllBaoMfrxw/byzFDDmy0mg1Yt3k/ekeoUS+KEnYfrEb/njlISXQiMzUe9U1tqrQwf0CdeieKIkSJ5ELzHPmdppmVV9ZhaFk+K76ipPrGVhYg1RE0LaU95TWQILF0Qa8vgHaPH0++9g3hQZJg0Alha37S2N4EVVDuh1qXLlEUpSFR0+TfFESJHogen5+BoNzz9MdhZliaPRHnJBgJ9MBUwggDZM0qXwRp+pmW3yWL5sGigNodM7A4DGpXkiRcPCVkOSJrmmdykaQQhLKyXyWELwCGP3HtJeMITyKRIYWx1u4djzcQdh+bxaCC1KXyvOKC0fjnX0kKYkV1Awb2CqXoSiBQttqxD1C0AcACMOlcVR1rVL1UeH0BBIMig7Cm/ZwxvAeqjjfC5w+qoIAFnsPwfoWorm3C0lVb0aMgjaW9NjS1oXdRBiuyo3wu7CmvQZrLiQQ51TMQFGGR14QoiuygpzzVNrawoEDts7ej51EolZAoTmaTHpze+tun3v2J6Q+t2X/xxReoqKjAxx9/jJUrV6KtrQ2iKOKcc87B+++/H/GaSD57sf04MnMKUFPX0iE8ZWf+O57jcMnZQ7Hkg+9hNhvhdtO6zaS4Cr02IdaGxuZ2BptKgCRCLws6HQ+zHOgXyS9GU7IEgYPPF2SHu9moJ5CfCghNjuPAQYqYFqYlZVpPJOJkB6HJSGpTd7QidAIPnV6Ah9ZCj1AEg1JqUiw4DhGDtgByiNx65WT85Z9vnHgAqrGoUwuL81Kwc39Vp9dE4i8SWcwGVe73b0FOuwV2mwlHaxoirgFqlYkETWuzGtHaRtaeyaCDoCiGRKk4NwU7D5DCMH4/SXVSrnm9TqdKMUuMtWPa6X3x2YotqJCtGsmJDlXhHyWlJDpwvL7lpGNflDDCANkrDc3tYfCykfgVBB4+BdTuichuNbE9poXL7QqEr8mog8cbYG0hQbHvQgdfUrwddQ2tEe8Tic4Y3hNLV0UOLAY0ELjMgskxzPus1HhMGNFTNVdZafE4JKdvmgw6+BUQ1qwfdA0qmb7g5WUm4WgNsTx19MzoCE67o345cCqeOoPLpXyYTaH9WJjtwq49e3/71Lsht4LTmU58QSckBTzwrlkY1exPhgYNGoT7778fiYmJ+Oabb7B161YIgoCKiooOr1H67CsriAsg2HIYq9/sHJ4yElzruCElsJoN6NktHWU9sgEAPfJTse7dvwMAJkwZjj79itm9fb4AehUR7ZBisndXwHp2z09Dz8J01K5/ErXrn2T3AQgq1ZGVj6BixUPw+YNMexJ4Ds/fOxvzZ4zEIBna1aAXYDLqsPdbAoVqMRngio+R0ceSEeewMo2Dwu4q4SntCvAeAneaB17g8fy9s2W4WRlURk4dBGSf/aBi9C4kgDEZybHolpOMIX3ycXzdEyjJT4XNYoRTBv9Icznx4wd3QhB4zDpnKCxmAwb1DkHT8jyHGaf1AUBMvxS29uWFc9FdAQ9KeaS+2+TEEAQuz3NId4VSnK67ZBwunzmKpSVSaNHj60hqFoUsXSQ/LFbJsKccx+G1xfNRKafzkfSq7mH9Uv4pvKyy7WBFyeHeRRmslDG9L9V84mNt2PLxPTgq+4wzUuJYP688MI+VUNVC0/I8h8GloXtcft4oXDR5COPJYjJArxPw/rPXASABiAN65Yat8Zo1j2HLJ/eydXnBpIG4+7qp2CTHYgDAWLlEqXI+qG87OzUB/RU8ZSTHsbXWmZyUMMIUhnfutFBKH4WX1fJL9oMaave1xSGo3Ujyz81IDINQPhGEL0BiOS6fOQq9u2Wq2lYr4HJtCuColERn2H0ohGxJfipMCgsUz3Oqg57nOZQvWwwgMgSu3WrCTXPPIC87coGixPgYzJk+QjVXSsjhy2UI6/4ysBftp2r1o+AFHilyCeRXFs2FIOe095OfaxxHCkqVFKTjYEWtXJcD2Pjvf0AQ+LD9cOm04WH7jK6ZzBT1nrzs3FFhPJ3wecTzGNInHzqBxOx8/eJ1v0/qHc+dmr8/IP2hNftbbrkFq1evxqpVq9h348ePR35+Pp599tmI10RKvRP9bUhOTsaxOhJFTt4cFbCjMqynKEmq6NdIGmFHb7R6vQ6SKJ5Q46GpbUrIT4CYUx12C4M3pXwS7UsNLdoZ0WhayrvDbkZbO4EhpSl1NKWG8qMTePhkLRAg5WADQVFlqQCAkjwCY6rVSAtzkrHnYLWKZ6WMBV72z0ohHzaF5/X5SZZAIEBkp9XcOY5oal5fgPhYfX6WnqX1A5uMejI3sr9cCc3ZLScZe8prWGyBXifAGWOVUd8InvcP2w/h8NG6sBS37gVp2HOwmkF+UnhZyoPTbka9QgMnZkdFbEaEea461oigGDJlx8ZYYLMYcfR4E7uvEpqW3odmQoTGSrIT6PyRuQutzyf+cQGuve9Ntsb1ekEFv+y0m1GQnYzDVXWsnCmtH+H2+MgLQl0LJIkAvHAcB4NeYFkMHACzbBFRQigDUMmJrp8d+6vAgVhRwHEMupXKzOMNqGBgTwS1qxMEGA0k04OhP+oF6PXEP34iuFllv1r+aVuO55i2rNTsO7qPNjWuX89sbNtTGUpflC1pSmsBBy4MApfjOeL28vohAYh32NDS7obDbmGpqFddOAZPv7EsIv+c3HkIXplDMCgxtDyPJoWW4zikJjmZNY6mIgs8D5vFGGHtqfdZJJmSssAci99R7kntfqbrwGjQqzI6JAl4/u6LMGf+1SgaeBa2fXwXTjUxzX74P06NZr/qvqhmfzL08ccfo1+/fpgxYwaSkpJQWlqKTZs2ISWl44jMSHC5nM6M04eWsDaSBBU0LoX1zEyNU/kCaSGZcUNKGMgFrWUdI4PExMtvy34/SS05SwGDCYCBwVDiOGDGhH5yWlTo+6YWN4aW5WNg75Cfzib7mWsbW9Hu8an8t1azAVdfNC5s/GTzAQ/ePJP1a9ATH2VCrE2GkQ0dBgQohCwDV7xdDpojv9U1tjLNDAB27K9i8QqUDHoBfvnlxOmwIClOXtwSWInMoChCaUT0B4KwW03oJcPKerwBGA36kD9ZFSMBjBxQFPKxigRuEwj3A3u8ftlneRoZm0TaPnf3LNTUNrOHrUGvgz8QRL0ihe2Dr3/E8L5EO3TGWFTrYPveShXkJ4WXBYhv+lh9C/SKqHp/QESsw9bpPP9lzukq60VqklOGCg6REpqW3kc71utmjWMvnyajDnOmD1PNT7V8gNM1roVftpgN+HF7OWIVBXgkUcSMM/rDGWNBdW0zaxvvtMHj9WNk/5DfVAJw9rg+jKc2t48V0lHKCSDrByDaW5vbh3YFwpw/QOJZtDCwJ4LaTYq3o83tU8VxeP1Bpul3BDcbqV/Cv5fxT9t2z09jFiubIvYj0n3MRh3sFnWA16at5bjs3FG4X/bZSxIwvH8hbpQhfiUJESFwr714HIHVlvvJkwFmlGVelXgfWv4lgFkIASAYJDgQK16/BXmZoYh5ajaXJIkd9ByAuBgL3n/yamSmxkdce9p9FkmmoihBDIpwxlhZW5NJH3E/A2QdUOuJzWJke6ep1Q1w/B810P1/gv7Qmr1Op0MwGNmvs2DBAjz99NNh32vhcrNPuxPeY1uR3X0Yy8vOTIlHTV0Ti6amsJ6SRExStDRjJKL5r5edOxLPv7si7Peu+n21OcWF2S64vX7mizuVxHNEayD+7aOqzWizGCGKIto9yujhUE57R6QEUaHWDo4DBvchIDM6gQfPcx3mkxv0AsYPKcFnK7bKmQYhyFKl/DOS4wCO1LHXCUQT4ABZw1b7gbVldyk0JxcBcOdkSAv5eSIi2QOIKEM6zzW1zXLBlyoSlSynqgUCQdWDtTOeSF1xdQCplqhWRdd4VyF+lWWEKRn0OuRnJcmFfCKvU7o/TpZ0AtXs/SpYVQAnnfedkRwHCRKOVDd0CDfblX47g3YFSNyJ0aALu09eRmQI2Wmn98N7X26CTuBhNOrh8wVUQDOCBgL3165bnSBAktTR931KMrHslb9h3OwHsXlnRZfjIJQgPx3tM6Brc0WzPbT7mfDccXxNsKUCw4YNx7IlN3aJ55MhptmPuP3UaPYr741q9idDkiRBp9NBp9PB5XLhzDPPxJgxpCjKjBmRgzSUcLkJ8XHo1S0NgISVr98EgPjzmlrbccV5o9k1FNaTls+k0bTU5PT9W7di3owRBIxFfmsf1q8ANWufQGG2C+edOYD1teAv57N/pyY5MXpgEbZ+cg/pj+dY3uvxdU+qcnHTk+NYCU8gMrSozWKEyagn6Ss8h2F9C5GTnoDTZH9aenIs4p1WTDu9Hz5/8S+s7wsnD2LwlFqrhjPGgspVj6Jv9yzMnkryySlfJoMuIoQvQHABAIKHfmzt47DbzEiKd2Dx3y8BACTE2lGx4mGkuUjeOYXLBUiMwYILxuClhXOZnJMTHahe/SgmjOipensvyHZhy8f3MB+ryahn8JpKPzBAoDnnTR/B/NxKaFHaZ1KcHYLAq/y+QAjamOYkK+dGC/mpzQHXwi8nJzjQv2cu5s0YoYJ21c7zslf/BrOR+MKvuWgstnxyL3Z8cT9rS6GOlffRjrVfjxwGpZsUb8fqt26DxWRg8n7hvtkAyBq/7NyRbOxUUx0/pAQWswF95EyEnPREzJ46DPu/fRBTxhKNneaoB4JB3HrZRGz5+B6V3GheN4VQ1kLgatePlgcqs56F6WGwqp1B7Spz2pXyL8h24Yf372RyigQ32xUI33BoV70Kijo3PTHsPmkuJza9fyd7hlx23mhwHIeRA4tx4xVnAyBuqcmjS9lYAQI3qx378XVPqPAhRg8qAs9zmK8omTxGjq/QyqVv9yzwPFTQtRaTASP7d4PPH8DmXRUwGnVMhsP6FqIg24VeRcTaxvMcHr31PLb2TAoLQUf7TClTygN9piihnGeeOSDifqbrgGI8KHEznrvrQnB6K/r1yMJvStFCOP8dysrKwvjx4/HCCy+w78aMGYOVK1fC7/fLPmY1KTV7AHjrs/W4btEHiHOS6F/qT9Nq4M4YC9rcXuh4PgzZTgkFSWna6f1wtKYB637e36lmNWFET+w6UIWDR2rZd72LMhAIBLF939HQfRAOb6rM1xV4Dga9jvGmzCCgELYF2S7sVcBlKsfW7vZCkMemheKkkdCR3qi7AuPpsBNoUjofXUEmC+uX7/jaGJsp5CPWYCKcCJWNl/2t2l4njynFsnU7VXEQdG0M6ZOHDVsOdqpVqTQxhMMvA+RlqSA7GVsV0LwcB8Q6rGhp88BqNqKppZ3hKDjsFkiihEa5QhpdE5EglDkQ06/SD8zzvCoVDFAjsMXIELJGPYkcp9dlpSagoroewaCIOKcVDU3tEPjIWuW00/ti9Y/7VNH6WiuV0mcdBr8srx8lD5FkGumz1mpgMuhw1ujeeP+rH8FxIe2Qw4nhciPx1FFbncDDZCRFb7SZOxSbQkldQd2zW03MitHR2AFiTVGm1wk8j8Q4G3PPcJwapVDZvxYaG1BDcnOQkQTlsWtjDSxmAwIBET5/IEz2kfaZlv9IENaUB+3e15YW1l5rtxrR3NyGH/5zK7oXnvoDn2n2I+88NZr9irujmv3J0ODBg/HVV18hJycHZrMZOTk5WLVqFVJSUiIe9IDaZ+9wOLBgwQIQ/HH5YNQLEAROVSqUVpkKBIJhecOShIjY0u99uQlrN+9H9/w0GPQC25xaWr5uJzvoabGIn3dVqA56gGykNgUGNwC2yU1GPcGM9/qZzzzOacOd15wDIGTG9vkCiHfaYDLoVAGhNKeZjk37YGt3q++rHr+k+i1Su+YWNwlwFCUU5ITiKToqGUzlre23o5cEJeypJKlNhVqoUK3boKOUo4+XbQ57IFN+1vy0P+whJcgP/VDjUHsJkc2XHl9AddAz/oMixKCIRrlCH0Bk19DUxg562m9bu5dg6GtIAplvZb9OuwUrXr+FYT0AxP+uHZ/ykJUkoLyylq3x+sY2FcSult778oewtDxlMKXJoAub10jrR3vQUxl0eq38f+q+8fgCeP+rH0l5WVHdrt3T8WHblTWtbhuK1dGuUVEhX0ME/A3lc4FmNFATttJFEoknUZTC6isERZEd9KRd5OcTlZZ2bMp9JgEsHc6oV89bYpwdNosJgUBA0VuIIu6zTuaus7bhMo1wrQRAdm38ptRVhLwT/f0B6Q992MfGxqKiogLDhw/HF198geLiYgQCAQwcOLDDa5Spd01NTeh32mwE63bgx/cJlObz981GbkYSLlTAt/YpzsSBbxajrCQLs84ZCoOeHJYCT6JTKeSqM8aCEf0KARCYzqLcFBw8chzOGAuK81JhNhsx5rQBeODxGwAQjXfSmFIApK/esokszRULALhAURecwpBWrnpELtRBUtIAYGhZPox6PUryUgkiVYwFuRlJmDN9BEYO6MaCBc8e1wdbP/snDix/GAeWh0yEQ8rysWTR3A5lFhQl9C7KRFGuDI0qA6lYzAbMmTosDMYTICZDgKTSlHXPgl4nwJXgwIuLr2TXzj93BBo2PoWc9ERWWQsARg8swoFvFodBaIbMfiF40NQkJy6bGTJbUihXtWk4xFMkaFQt5Cptq0wTsypM8a8/OB9zzgkFuhkNOsw/dyTjNz05FoNK8yLCLyvvk5dBTOKXKcyuVKa1659EmQIuN1duq4QapWuiWgm/rBjb8H6FKmhUk1GHbjnJyMtMYv2+8M85rC8K5KOEdqVwpxSWN1cBUbzhvTtRu/5JFU9Fuckq1wLliZej/ccP7cF4AoCS/LQO1492rtJczrA1of0sCDxe/OccOO0WJCfGQJQkZKXGq1LvugKX21WeKLRr5apHyHNBPrxpCuDh7x5i9z19eE9mgqbVAM8aXQqr2Qib1YSpE0jA6qgB3TCkLB/F+amdjlW7H3IzSEVFCtXc2bxSaGw6Ntp2ztRhqr1jNOhwwVmDcOGUIeC4kBJUmO3C7qX3o0quwpierHbXnEimFMJa+TxV8lC56pGwfUfvM6RPPkqLM1Vjf/Bv0yH5mrHko8iFhE4ZRc34/x0666yz4PP5UFVVhb1790Kn00EQBEyePBmvvfbaCa9f+H9f4J5nPoMkBpAQ50BdYxsW3zQDH377E37YVs5Mna6EGBj0OlRU1avMnqmJDjS3eeBVBNKEVbEDMUs1NLcjNsaCpggmV4Bs1LrG1oj12QGivQdkQA3lWzNNd/L5AuA4Ap3KcxzMJj3a3D4VYM5Zo3rhxYXzAACPvLwUDzz/OQACyiOKEpLiY1B5rEGV6mK3mmA1G1Fd26SIyiX/p3CzoiiFBaZpK2xRyEwKg6m8VplKR6/1+AKorGkIweLK5sSzx/bBx8s2s7Q2bU16Cjnc5vaFXZudFo/DR+tVBYt4jpdN7GrEtsJsFw4eqSWgQDoC2kIr1+WkJ6C8shaSBAbZqTRVcxz5Xglow3MczhjRE+WVtdh9oIppmhSClfJK5QIQU7syIInjSKoVtdRQ6FAKcSppUr+UMKVAyBzK86SCo19GTAsEguy+kSBktZClJE2TwNfSwisUSrc4LwVr3v47Hnn5S9z7zCdMxh3BOlstRgTkwEClC6YzGFslrCrPq8Gg8jISkRgXgw1bDrB5Nhn1qnRA5VgFgVcFMUaG5SU8MfkpTNv0u3FDSvDNmh3sM01BVAY88jwHh82MBoVJPc5hVVUxBEiEfCAgMkhiOlZw6HQ/0HsoA9o6gwbWrg8t1HRn7gur2Qi318csGzoZy6G5zdPh3GnniigsNgZjrORXGeCn5MNiMiAh1obD8rOYzt0910zCbXfch+Hjpvy2AXqj7zk1Zvzld0TN+CdDw4YNw549e/Dee+9h9+7daG8nPvczzzyzw2uUcLnfrCGV8QLVG3H31QSu8c4nPsTan/arUnVqapuRnUYKPShNYpmp8awsLgCkJcfKh2uI5kwbitsXTAZAUqXoA7NHQaqqncWkVx30Rr2gMgt7vH5YzEZMHNWLgWgA5ACgueEUmEKUJJw7gQQFBkWJwWpu3lWBNz9Zi9c/Xo2X/hPCJhhUmoslD8yDIJAHlRLOs6XNw7RuSSJ/cTLcbqvbC53AqzRTSvSgp5pAICjCZjUyS0ar2wue49AtJykspmFPeQ1KizLQLTtZJR8A+PDbn1ianhZyld5nQK/ciNeWV9ZBkiTEy2lkkkSgObVpbpQHURLx6N/PR4zVBAlgcjhW38J4pkFkyYlOXH7eGNbv0LJCVX92mwlNLe3Ye7BGZVKmEKyUKITvQjkNS2kuL8lLUWWfUOjQ62efBqfdxO5NSZQk3HXNFPaZ8i+KEitxPOvsIYr7EjlqIWS1kKWiKMJqNmLGhP44eqxRVdFw5/4qLLj7Nbzw75UwGnRy2phOBetMi8MApGSpCgZWgdev5IHOlRYyVrv2XIkOOU5GYnvR4/XjrNG91TKm0eFBMUxmYbC8Mk907yrTTen6XrZ2JwCwwMc4hzViqWeta8gtuxMKc5IV3/kxvF8B7pbnjoxVOOF+IG0lOBSBjY0tbva80MpUCWMLENM7rZdAZQGEApGV1Ob2YtTAYpxzWj/WFw3e62jutHMlSUBdo3r/Nra4odcJqnRGqyVkcWv3+FApZ+MkOG2Mt4df/hoAj6PH1C6kU05/YjP+H1qzlyQJf/3rX/Hoo4+y7zIyMvDee++hf//+Ea+JBJfbFeos5UMbgNQZ0cAYu8UE3mxEUx1ZnK74GEweW8rw7Duj/KwkOOwW/LCtHABxAcQ5baitb2HbnpYX7XA8colPm8VI6n/XNqM4LwUHj9SC5zkW0BNJ86DEcxwkhKAtOyvNSgOF+nXPxjdrI5cfVpIytYvk6p+4zC0dl9kYStHSXksLtgBqaNSi3BTsKa8OxUEYdIixm9HY7EaxDBbkPQFUsDKdjgZFAkTb3VteAwr1Gqm+vJa6WkqU4wC9ToduuQS4SHnAhMlQg1Gg6kf+vySP/UTQricinUAKHRkNOgaxbDbq4fOHYJ616XTKYMmOYGyVENbKz8q1py2Z2hklxNpQ19iqenkLg+WVedK2BTqfJ2Xd9jiHBTqdwIC7tJSdnoByRZCuljgQUJqT3Q9KOtl5dcaEB/ZRctjNsFlMOFbXxNY8DTw80dydqIQzCXoUIu47s1EPi9mAusbIz6TfvMTt2H+eGs3+279HNfuToXfeeQfPPfcc0tLSEBcXh1GjRuH48eMYOXIkKisrI16jLXEr8Bx8Bz/H3i/vw6o3SZlUV7wDBr0Oa2S4VAIpmxMGl/vq4nm47NyRGCTDlBbnpeKiKURT4jjyMFv55q2oWPkIe3vNzSCFTDJS45DisKC0hKQ0jRvfHz/toyhznKqkKiXax/7Dx/Hj9nL2fVCUcLy+BZziDZke9JRHgEBTTj+jP0ryUxmwRn6mi6V6fffazchMiVPl1l48ZTAqVjzEru+hgKqNc6qhLZVpR1po2ninDaIo4uVFlwIIQWjS8rJKaODrLhmHIysfUfWrBF+ZcXq/iJCrQAhyuKNrJ40uZTwpIWKXvfo35GcmsXaXnzcKu5cuZHLJz0xSQaEqC93QOQiKkgz3a2VaCUmnjEP/njlY9urNAICSvJBVh8ppYC81tGj58gfZZwrVTKFpqTZWmO3C4FISn7Dy9VuQl5mkijsYN6S7Sg5K/ilkL53b+FgbkxOFdqX3jQRZSuX/2uL56FGQxtIHzSY9khMc2P31YoY4qRMEButclJfMNO7uBWSulDCwWh60MLZayFjt2uN5DkP65MNo0DNNUztWpUwfvuU8FWR1JFhem9z2wb/NRIksF7oXexSms/ueNrQ7g49+dfE8BgvLc8DDt5yPrZ/+EyvlZ8qg3nkYXJqHde/eDgDo1z2b8ZCRHIs504ap+bWZurQf0lPiYLMY8YgMwNMtx8XWu1amWhhb7TxnpcbDoNdh8U0zVHDSAMmF3/bpvTjwLYH01el4JseO5i7SXL3ywDyVxk/XFt13eZlJKqCiXsWZ2PA+UdbGD+mOeeeORKmcFhqo3/3bl7j9E9MfWrNPT09HVVUV7rrrLtxxxx3YvXs33n33Xdx333248cYbcd9994Vdo029GzX7MWzfuRtxialobvPIPjng4rOHIDbGisde+ZoVDQmKouyjJWhYVFsyGUlJSaXWCJDNJAg8amqbmS+flp/MzUhCZXU9gjKELoWipdKOd1qxZNE8TLricRX/guwTNClKjlJfrk7Hw+32gVcU4LnuknF469MNOFbfzNJjlHEF9GFWU9skg7hUw+cLMBNeTnoC6hpbValtFC5XCbHK8zwCisIYcXL6mBbaNic9EQdkQBGOAwb2yoUgCFjz0z7GU1J8DHiOoLvRFCzKu8mgQ1CUGDQtLaNLr7WaDQwaNSc9ERVVdSp/Ns+Hysuq4XI1mr1RD4fNjMaW9jC5xDmsGDekBO9+sZGNg+d4GAzER6v0/ScnxDDTJNXylD7I7gVpOFJdz1w4DAqVC/m1aQyAEpoWIK4eowzDmpWWwCCJgVDqHW1L/Pxc2LVK+FkJRI5KaFeLydApZGlirA21coQ+tXARX3AoAp5aOQqzk7D30DGFFm1Ga5tX5TemfcQ5rWhsalfFVyj51649r88flp5FPyvXhPJaWhJXuUYpJgErRyy3lSCp9j4lZelfJXyxMrbHFR+DnPREVB5rQGV1AyQa4W7Uo93tQ0G2Cxw4ViaZ40gapNvjV8HjKiFkJXnNh9Y04dWniZ1RWh27F6Rh5/6jEWOG8jIScaSmAWaTIaI2bzUb0e7xsr4orPPRmkYV4iZA9m9tfUvEucvLSMSho3XM6kL2b+i5p9MR37/XF0B6ciwOVdapioX165mDmtomVFTVs5gDURRhNhnQ2lSL6y79jQvhjLv/1Gj239wW1exPhtrb2yGKIoYMGQJJklBYWAhBIOhL33//fcRrVKl3cUnYsfcQOKMDacmxrLyjwPMY0CsXb3++AQDxoZlNBkVZRTnwx6CHJAE3zCKwkB5fAGeOJHC4cQ4rahtaUSoXvqE698SRpQCAAxXH4PUHWPqZpFjwWRlJqG9qw9Srn1Lxfs5p/dAtNxWSzBMlV7wdAs/h7UevgNViZC8lAPDuFxtxrD6UisNxBAObUn1TGwb2zsGSRfNQJ9e+VmoNB4/UqmIEaJAVEIJYVULtKvsVJRF5Cm3ZZjGhtiFkxoyRg5XW/7yflc4EgON1zRg5gECuJsUTX68gz43HF4AohqBpg6KkAqVpc/vY2INyrXrKryShE7jcJlUak8frR21jCx66eWaYXIwGHTvo6WdAwvTT+8EoR7lT3221DMMb57CyuVYGPW3fW4mURAeS5LRLylM3hQ/XZjGFQdMCBI515IAinDG8BxpkV4tZhkyWQFLvHrp5Jok5kNTQqPRaJQSrySCwsUuShHintUPIUoedxD0cb2glL7FGPVu/BoMOdgVI0l/mnA4A2FN+DGUlWQxaurHZDYNBpxqrVZ47muJHSZIiQ1izEreKA4ygPoY+t7l9Ea+NBL8cFCVMHFUa1la59zk5iA8Apo7vy9oq4YvFoMgO6fhYG9b9vB96nSBbfawIihIS5DgGs1GPQ5UhRD1JAkb07xYGj6uEkKVGPLqm77hqMmLkWBtlgR3l2LbvrYQkSYixhqe82ixGVl9CSa4EAjJF0m9D3ze3uHHJlCGYPKY3tETqSUSeOwLHTQ76vt2z5Rfx0LWBgIiykmwsWTQPfj9pS61oaa5YbNp6ED0LMxBrNyMQJFVDY2xmpLmc4Az236HE7amIxP9jHqv/Vc1+5cqVePDBB/HDDz+gqqoKH3zwAc4++2z2+6xZs/D666+D53kIgoC8vDwcPHgQbrcbhYWF2L17d1ifSs3+3n8txbrNB7B+/XoYHOkd+t50Ak/KaPoDDCRDkshLQVAUVW/3WqJv1sogFPogMugEvPfU1WHau5YsZgNmThyEr1ZtVfnIKJ0+rDsOHqnFmSN7YePWg1jz0/4OQU86Ir2OYAFEgkul8QpxDpJVoPSf0bfygmwXduytZFuc5zlSplSGkKXQnBTiMykuBk2t7Sp4USVZ5Yj67LR4NLd6VHEDzhgz2tp9HULTUq3OoNeB40IAMicLl8txIatJZzCyVIuzmo0YWpaPr1ZvVxVEspgN8HoDkCQxYslhbcQ9L2trSrnxPB82XgoVTLVFCWAWEINBJ5ewBXoWpodBudJrq483MQhWTo64V0ZTU81eGeFNA0eVMutqmeBIMqa+XJ0gQJRCWREGgwCfj4y5MwhrQQjX7JWUkuhAfVNbh/DXtJwvAJw+rAd27D/K4H5pW7r3KdBWUU4yquuaEQyKzGJzIuI5DoLAoTgvFbsOVMPvD8iWNvWhbLfKL3eKuaGwvDqBR7sCpIetaUlCz8J07NxfhYCc5QIQBMMjMmy10UBSA+mzSicITCvPTouHzWrCnoPVzJ+ekRwHUZJw9FhDmJ/fajYgEBSRmRKH/YePs6JVAIlPcHv97D7KuaMZNPVNbdAJPJLiY1BT26yw7HAMVCcjOTYirLCWOI64xrbu2PXbl7gd/wA4/a/U7P0eeL++OarZK6mtrQ29e/fGU089FfH3vLw8CIIcvev1YseOHfB6vZg+fTr7XktKuNxv1u6B2xsAb3XBZjGhJD8N6clxyM1IxNwZI7F/WShH9rJzR4Lnefzr7llwyFGmrzwwl/iMZO0dCJVFfeWBeUhJdMBkIBrRkkVzUbX6cRz9/jHW9uqLx2FY3wIAIZ8fbTtqUAnLj3clOLHor9Px44d3Y9mrt6hlkJGI5EQnhvfvhrWb9+PCKUMBSWIaBi3PCgAL/zoNq968FdNP78eudyXEYPVbt+HIyodJdK42r9UViwG9ctG3exYmjy2Dw2ZGYqxcSEMKwQgX56WyqGWAQKjuXroQx9Y+zqA5XQkOfP8WKf/b7vHispmjsPptgm+QlUqyHVzxMZgzbRgOfUeCbPIyk9DU6sYFctEcAPjsXzewfg16gfFL84yvkQsA+f0kJfKiKeTajmA8aU6vRZNnf9m5JOZAKxflXOVlJOLiKUMw79yR6NUtHfdcNxUAMFUhY4Hnsf7f/0DdhqdQ1j0LxXkpqvvkZSbhmovGqng6tvZx9CkJyU0LTQuEoIJpiVKL2YAUGcrVajKgICsJg3rnyVCuBhXsKL1WBcEqa9xKCNmOIEv79chh/DtjLEiMs0WE5Y2xmdGzWzq7Njstno1VmafO4FsTHCiR88tTEkLz2hGENS1xSzMN8jISMWdaCLsgNyMR7R5fh/DXWz65Fw4b2c+u+Bikupz46cO7VW3p3h/SJx8cR9qtffcfmH5Gf1WsycBeuQxOWQljCxAT/4b/3I6aNY9jQK9c6HQ88zUPKSvA3Bkhv7XDbg6fm0QHDn/3INxeucCPjHVB1zSdZ4vJwKBnTUa9Cr9iaFkBMlPicf2s8UzelO657hy0e/yYMj4U2FyQ7cLWT+7B3OkjYDTooFM8Uwf2zkP16sew4T93oE9J6PmXm5GIKePKkJEcH3HuAsEg42nJornY9MHdmD1NWZxJwufPX4/q1Y9i9KBicBwB8AHIy9L9f5mG5a/+DQBRls4Y3gODS/Px+b+u/n1K3P6J6Q/js+c4TqXZS5KE1NRUXH/99bj55pvR1taG48ePo7S0FPn5+XC5XPjss8/C+lFq9smjbpN9XyLsNjOMej3q5EpnVrMRxfmp2LT1IABiinzk5S9VfcU5rJAkoKmVpNQJPAe9DF9JtX0a0ZrmikWf4kx8u24He+PtXZSBI9UN7J656Qk40EFE7vlnDcQ54/viijteUWm5roQYVnpUSYlxdlbmsn/PbGzcWt6hbI0GHcuV5xAO7arN3VWSxWxAejIpetPu9qk0AJvFCJ+fVKxrafMwvzDVIB12cxiuQGZKHCqq6mG1GtHaFoqtiLGa0CxrUBQet3e3dPy8+wjT5M1GPdxeP5x2iwppjhLHcTAZdBq4YzUugpL0OhJYpozeZ7nmsozSXE4cPdYIo4FA00aKzh49sAg791ehvqkNiXF2ViBISTTfXcmTMpq7I4pUyIX55WVfObVAabEAHPYTQx2H5KTWPjtqS8v/AmA50NprlWOlcLPqNaI27XY0r84YC1raPKrUxaFlBVj70z4YDPI+7OTaNjl1lO5H6pfWwsvGRIDWLcpNgSSJ2HfouCqglc7ZoNI8bPg5lOtvsxhh0OvQ2NIOSZIQ57Shsamd4GLIUNdKN1IkyNhIsM7KNU1hqXmOD4uBUJJeJ8Bk1KvWlt1qQpvbC5vFxMZKngU8IhXD4TgOsQ6SuUDnjvKpggvuZE+OHliEI9UN2HtIDeHt1EBAK/s0m0j5XJpJJEkkGPnBm6bh+r/8DUUDJv62JW5PWwxObz7xBZ2Q5HfD+9Xfopq9klauXIlJkyYhNZW86a9fH0JHOnjwIKqrq/Hhhx8iISEBNpsNjY2NGDJkCLZs2YIpU6ZE7FPpsw89+Hi0tnnZoWsx62G1GPDDNnLQZ6cl4NUPV4f1Vd/UhobmNrYQgwr4SvoAoQ+NypoGfPrdzypz/8+7Ktg9AXR40APAW5+ux7nXPROWBsdqjMsPWPrWfFxRGU170GuzPEmZVTIGCeGHuihHmqvgYAEM7pMHi8mAPQdr0NbuC3uotLZ7ZdmQH4jJX2Jwre4I1f8OV9UTf7MmNadZ8WCiD/ejxxrBUbt16H8IfyTK30vhMK9cJwlMgWBQFXCpfIhRGVXWEBMwhaaN9EK0fP0uVNc2wecPRDzoATVsLeWJ4zhVzEMk0pbI1QI6AWCYEep24TDIncPCqj/TQ0yblQAA8Q4r+vfIZpYp7QsgNPckH5VrRHNv9n/1D5JEyqMqafWPeyFKEiur3Nm1gUBQtR/bZL90RzDJStp1oAq7D9aEHYReef+v27xf9TLU2u4lcSyyj7quoZVdGwn2tr09fG4izY5yTYdgqcnnnPSEiGl2pF/1D9QNonypIc+CjlwzUtjchfpWtmKtw3pYvn5X2EEPEAho5V5T/vu8MwcyeOzWdi/LOrrpwffAmxN++xT2PzGC3h/WjF9dTSJX09LScNFFFwEA1q1bh/Xr18NsNmPOnMj588rUu3SXEzPG94Jn89PY/NFdWHwLCYhpd/tVeZzllbUM5clpt6BHQRqrgKaEyHx1cShdjpqlP37uOgBqmFFquraYDWFV4wACx7rp00Xs/g/9/WLMnjoMJoMeeZmJEHgej9xyHgBgzMAilOSnYfa04RhUmofivFSkJDpwydlD2fX0PtS86FCYF81GPQ5/91BEaFf62WYxYlBpHi45ZxiDyxUEHgvOH8OCiDqiqy4cg8LsZFK8guew4b07UZiTAoNegMGgC4Ncve6Scahd/ySOrnqUfb50+gikJDpYUNI7jy0AQDSuotwUDCwlMJ2pSU447GbMlqFsKZwupTGDinHptOEqCFwlXOhpQ7uz3/r1yEZ+pgt95ZSofj2yWVqVMs2ql2yizkiNg0EvYMN7dyI/y4WrZVcC5Yuad5UQuJSnwmwXFlw4Joynx/9xITuoF/9tJmrXP6lKx6Rzp4WmpTR+aA8M6ZOPylWPEPhShXumKDcZNWsePyEsrBKylK6J2BgLk9OShXNV5uo0lxP5WS588cJfUL7sQRUUKgC8/eiVYbCpx9Y+rloj3QvSVNDA2nkFQrCq1R1AEM+dPuKE15aVRIabveqCMaq2HcEIU35Xv/0PCPJYFlw4hvWlddcUZrtC0Np2C+JkcCcSNMurwaFEkUHtngjW+dJpwzGkTz5bWynyPHMcB4cCIIvycPVFYxlcLqX05DjYrWbMODPkLlM+N84Y3lMFuNOnOAsHvlnM5o72RasidjR3yj35+oPzcXT145g7YwTrNzbGggsmDVJVl0xl4wlV8SNyMGJkf1LV8vm7L4Lkb2Uuxj8bVVZW4qKLLkJ8fDwsFgtKS0vxww8/sN8lScJdd92F1NRUmM1mjBo1Ctu3bz+pe/xXD/sJEybgvvvuw9SpUztsM378eLz//vsAgH/84x9ITk5G//79odfrI7ZX+uyH9MnD4WoCamM16dC3mOTl5mUk4ttX/obXHrwcAKlcdfa4MtZHZU0D+vfMxk2L34U/EEBiLPEpBcWQZkcDfCha28GK4wDHoTDbhfzMBABAXIwVG7YcjMhndqKV/fvzbzfhzU/WITEhBs8/cAV6F2dgzeZ9AMib88Ejx7Hk/e+xbc8RbN55CFazgWk22vvUt/pUb98pSU4WWdwRebx+tLZ58MbHawBJQn1zO1ISnfh23U4M7lOAJYsIBG+sw4LzzyKxAq6EGMw4ox/W/3wQP+44BFGUkBhrR2ayE5t3HmKyKMgkuAOjB0SOol2+fhc+/+5nvP/0NSiS89PpA+xgZS2aWtwYKCMEllfWYmCvXGzcGrLIKB92APDdhl0YVJqL0qIMVcCbIPBY/dM+9CzOQm5GIrbtrURLm5v5j3cdqGIIhdlpCVi/5QBKizOxfS/BczhSVY/zzxqIgsxEjBlYhB8UOAhUM/H5A/h5VwV0GpTF0QOL8cO2Q2E8vf7RauyW0+mSE+yob/WhvjVkDaFzZ9Dr2LXKud26p4KhJwKSqmCO8oUvRArtSwb6ov2KooR3vtgEAHB7fEyGy9bvVPVQ39iGAb1yIEkS2x/x8v4AyMNcS16fn62RBKcNuw5UYeygYowZSOoraOcVCK1pg16H3gq5HaysxdhBxVixcXen167bfACbd1Vg7KBiZgLpqO3GLeUquUiSpFrTJXnJKC3KgMNuxnp5n5XLa1NJowcWq/Y7fZG7cNIgfPvK3/DlSyGY11cWzQ2zmijnWUnfbdiFvt2zsFleW3Q30/FoeaBjV67D8spaDC7NRWVVLYsHoDL2+QNY89M+lc+eFtyi5XBpX+Wy/DuauxzFnhQlCQYdj1Ub96h49GmCYel4kuJi8M3aHfAFJGQkx8Ht9aG8so71xdszfocSt78/gl5DQwOGDh0KvV6PL774Ajt27MDDDz8Mp9PJ2ixevBiPPPIInnrqKWzcuBHJyckYP348WloigzhFHNofyWd/yy23YOHChQCAAwcOIC8vDz/++CNiY2ORk5ODn376CXfeeSecTideeeWViP0offY/7TyCs656Dt66/UjL742aumZIEjBmUBH2HjqGyuoGZorT+pd56hvlQiVuXfExGNwnDx9+8xNpw3OIsZmZKT8l0YFj9S0sz5uOq2+PLGxSmNoFnuRsnz9xIC6dNhwZKXHgOA77DtXg5of+gy27K1hkcUqCA8kuJ2afPRSXnD0EM294Fl99vz2ir+6e687Bv5duwtbdFarvI/kHhQjR30IE/53NYoROENDY0g6dwCMhNlReU4kixwHg5fxrUZTQr0cWahvaMHFULzz9xjIWvW6zGOGKj5FdJO0QeB5nj+uD73/ci2Py/Ch92RxCtQcAgi54sOI4gqKEWMX3ShrQKwc6gcean/Yzf6AyL7ojMuiJf5wigCmzMDgAHM8hMyUeFrMBuw9Uh/ymAGKdVrS0elhchKTql/TXUdlRgOQuWy1GNDa1o6G5jfXriLGgpdXN8sa1FGMzw2o2oEpTiY5eeyKfvRY7gn2vKJ+rJepzlUQJtBIZHY9eJ8BiNrC9pIwxIHgFJObBYTPD5w+w+Io0lxPVx5vCYkmU/n5K2vK4Ea+Vx6pd08r1cyKiaxoSGO57ZzEgdP2MG1yMZet2geOIcqDX8TCbjCoTepxivXQ2Vko0DkIbc3OiEs9KctjMaG33qMauXatdoRirCb5AkK2PGKsJrW5imh9aVoA1P+5VZe1o17rdaoLX5w8rG5ydHo/yI3UR7/m7lbid8Oip8dl/cUOXffa33HILVq9ejVWrVkX8XRu/BpBzzuVy4YEHHsDll1/eJb7+UKl3U6dOxXvvvQcA8Pl8iIuLg91uR1NTE9xuNyZMmIDvv/8eDz74YIcDVMHlAtClDIKQVMZqJGenJ2L/4WPo2z0Lh47WMfO93WJEywlqUP8S4jlETMcCgDOG90AwKDJf/vkTB6IkPwXX3PuGys0weUwpbpp7BhLi7Jh+zdNh5XEpdQTrS332ofSvEHDOiUh5GAg8hzuvnoI7nvjwhNf9N4g+bOmhIkoSOKgPOIvZCLdHnVNsMxvh9vkQ57DieD1ZD+OH9sCqjbsiHoSRyGE3o6XV3eFcA+SB1dLmPSn4ZYNeQDAowWoxoKXNo7ouxmZCu8cPnguPgQAizDvCH+x2mwktrR7Vb9TsLIkEWMrtDcmApE6Z0dAUGWYVCAU3chwHDlKnMjkRkWAzHVraTv3ejESdQkJDDj7tYDz0xcJhM6NJE/CnpViHBS2tHtWe1Akdj7Wr8MonIuUL+onIbNLD6/X/qvmLtOZibCa4PaRctzLNkBKF+laS3WJEc2sbfvzPbSgpyAy75tfSb3HYV1RUqA57o9EIozEcA6GkpASnn346jhw5ghUrViAtLQ0LFizA/Pkky0qp+Pbp04ddN2XKlE4VXy39V834tbW1SE5Oxl//+lcAQGNjIzZv3ozDhw/D7XYjJSUFTU1N7G1mzZo18Hg8uOCCCzrsU1vitmz4WZA89UhOcOCH9++E026GQS9g98Fq3Hb5RHad9qDnOKCshPjIaEpWnuyXpwAS1EdGC39oS51azAYkJzqx+eN7AJAIeloCc860YVi6ahu+XrMDkCTUNrSgtd2DCSN64Z8PXgd7LFkkZYN64cX7L0VsQhzinXYcb2hFbIwF088gqV88zzEfX046SUu64Cy1X46WzqU8astR8jypbjZn2jDms3zo5pnkAaQT8OnzNwAAehdl4vLzRrGxRypRSsduNukhCDzyMpOQnBDDUphef3A+CrJdrEynKyEGxXkpSE1yokdBGuZMG4ZC2R/I8xxSEh2qkp60BGbDxqdYeVba9l/3zEJBlgtzp49AUJSQmRKPQbK/PyHWBofdjMvOHYGykiyW7nPptGGoWPkwctKTMFP2Z1rMBrg9XsQ6Qq6WT/91veqeyvRF6iOm5UAjld1Vlh2lv724cC7ys1zs384YC+64ajLrl/gvH0ft+idwaPlD0OtCpZetZgPuuuYcVK56FN1yiO+4e0GaKhZDO+9an32ay4nDyx+C025hfmAASEl04vjaJ1C7/kmUf/eIyiVAy0FTWdCXaIHn8PLCuSjIcuGK80czvPRiBVTticqkamNJ0lzOMJ8xvbajfaeUP4W/VsYcKEskR/KPz5k6XFU2OM0ViseIsVuQnBiS063y84PCws6dPhwAAdkpyUtlMSCvPzg/zLceqcRzZ2OlsQIdjfVEMqVjjVf4vJV76dLpI8BxHBLkstrXzzkDP3+2CBdMIfEM6a7Ic8diSRTpsRQu+vUH56Ny9eNsjVOe7rt+KisbrPTZuxJIWu7xtU+gb/cspCQ6GHjVwzfP+J1K3J46M35GRkYI4M3hYFZrLR04cADPPvssCgoK8OWXX+KKK67Atddei1dffRVAKH7N5XKprnO5XOy3Lg3tv6nZf/fddxg9enTY97NmzcKSJUsgSRLuvvtuPP3006itrUW3bt2we/duHDp0CJmZJ3678/r8iB10A8SADymuBDQ0t8PrCzCTGUBKTKYkOlDb2EpASkDM9rRkZ6QyojqBAEwYDToIPA+3jEhGNEqe+beUZVMBdZlIlYmYI6k+YwYV44KzBiFTDv7bse8oHnzxC6SnxOO6uWchya7Hh9/8hOraRix5fzWOytWhggrt4JIpQ/Hax2vYPbUlVZU80s+QyNu32aSX0dVCKXJ6vcBKrPIch1iHFXWNrR2Wk9XpeAbsQTVYncAzSMzkBAckSUJ9UxszYZpNejjtFlQdb0KcwwqP1492j6/TErdeX0BVIpYDOXRFCfB4SeaAtvRpVkocquuaVa4HOm6fDFBDNQqr2Qi7zYRq2TxOtTUKxAOEfPUmgx5BUVSZy6kJt7Oyowa9QDD3gyKy0uJRUVUPi8nAosUzkuPA8Rxqaptgs5hQ19iKxDg7/IEgGpvbYTEbEAyKbDzKcrIUKEo97+HlZXsXZWDX/iqGVgYQoB29Xofm1nZwMgwqfUhkp8ZDBHD4aGRzK4GnFUmBHK+/w4JNhdku7Dt0LOL6ibROlaA+BI+fZ+OOXLaW7GFaolgpf7p+BJ6Hx+tXZR5QN5S236LcFOzafxSBoMTklJeRiP0Vx9naU0L2Ws1GCAKH5tZwt012WjxECaipbVLxqyxxS8lqJumtyhLNPMfhtGHdsXTVNtVas1tN7DlErQMCz7PftSWS6fofN6QE2/ZUos3thSiKDJFQpxPQJKfTdVTi1iIXOlLCP9M5F+RrfP6AyppAQZCITNVr74zhPbB939EQXC6ITDJT4nBg5wYMHznuty1xO/GJU6PZf3ZtlzV7g8GAfv36Yc2aNey7a6+9Fhs3bsTatWuxZs0aDB06FEePHkVKSigodP78+aioqMDSpUu7xNd/VbMfNWqUnN5BVt8tt9wCSZKwZMkSAOShetddd2HjRgJdev311xMzoiJwQUvKEreX3f4qWdi8DnOnD8XQMgJwI4oSrCYj/u++2QCAquNNsMkwnjQdJTaGvOFqy0SKosQgU70+4nOkQUmSRJDNliyaFyqbqoC2DARF9JXBSpRlJeefOxL7Dh3DsL4F4DkOM//+KkZd/ABWbdqDNx66DLX1rfhu7XbwHIfDlbW47+lPUFaShanjy1RFVyQJePUjctBPGNEDQKhMrbZ0qPKzXk9Tt0JpUYer6gGOQLlaFDCwE0f2BNBxOdkli+aRBxfANJSAosyow2bGsfpmNbSrL4DJY0sBAA3NbcwX2FmJW22J2N5FGWhz++Dx+ljWg7b06aGqenVMAkfMtvmZLgSDosp06PH6cNao0LX0wJIkQBIllnYGAB6fH0aDYo1IEvvcWdlRZ4yFPdwPV9aROumKsVZU16O0KAPD+xWylMzj9S0sRiQ1yYlh/UKlds8eW8bkGAiK4fOuKS9rMuhRdbwRXn+AQRADkF+0BFw6bTjSXLEqM2z50TqUFmVgYO8c9l1ivB3jhpQAID7kpHg7G9fgUnUAGaU95TWQEL5+tOs0UingYFBUBahGLFtr0CkgcEP3peuHQdMqfgwGRXVKmNwvhZr2ynEcAHmpoehvvYsy0eb2qQ7qNreXrT1JUu/38so69O2eFcZvfoQ0zDa3F6VFGSqYW5vViFo5pVe51lraPHK6Wsg0bjLqcf3s05jGrixlTEf6/aY96NczB21uD7u2ze1l4FRUbjQrhq6fOIeVydBgCAX30b1y+rAesFuNYW6D/j1zFDINqJ6vS1dtY4GyAcV8JCfEQHDk4HBVQ5iM/qhEA8XpX6SDHgBSUlJQUlKi+q64uBiHDx8GACQnE7hprRZ/7NixMG2/M/qvavZLly7FwoULsWPHDtTW1mLMmDF4+OGHERcXh8zMTNx888149913UVVVBa/XC7PZjD59+uC9995jAtCS0mdvKr2qS3wIPEk/a2p1w2IOQWZ2hZRvysqSqrR8ozLIKSc9AU2tbtRryjfqdDwcNgtumD0es6cOw+iLH8C+Q8cgATjwzQO444kPsXbzfmx67w6kDLsB6cmxaGv3oqauGQe+eQB9p96jwBAg/H/+/PU487LHIMhWio5KhyrBPE5UmtJiMqhqdkcqJxup31NJtMRtu9t7SnyYXaVIgUZKUq4DpxxUFxSlX1VO1qDXwWjQdQi8o50vs0mP3t0yse7n/ZHnXQwvL0u1O6Vvld7X7fFFjOugUMeRiK4JDsQFpAR3sSmAlEwGHQSBZ/10VOKWWiM6o4hla2WBK+GvgdD6odYCry/AXgATYm1oaG5nhzbtl5e148583RQyueO8dTXZrSZ16d9OxqoNLhV4YnEIBAnwjNvjQ1AktQ6UsT4Gg45g+PN8xHKyfUoy8dOOwxH5y81IRGVNAxtzTnoCvL4Ajh5rVK0fWtSGWkK7QmajXo7piCzTzvaaQS+gacPjXbvRSRDT7M968tRo9p9e0+UAvQsuuAAVFRWqAL0bbrgB69evx5o1a1iA3g033IC//Y2gC/p8PiQlJZ1UgN5/VbP/+eefsXLlStTWkgC1ZcuWoU+fPrjjjjsAEB9+eXk5i653u91Ys2YNHn6443rGSp/9/i9IP/6aH3Do2/tVJSVjbCb2OdZhYZt0/owRqjKv2rYJsTb223WXjItY6pGWb7SYDKosjMljSrHz83+GldINBESkJ8fi8xVbYTUb0ackG5lp8Zg6vi+sFiNy0hOw/t+3w+cPwOP1Y+LIXlj6wl8gihIsZiOGK7S7+TNGoGHjUwzCNNZhiVg6NFKJz/+7bw7jiec5ZCTHwaDXYeO/SZ7xkLJ8FCssCZHKyf7fvbMAEAtIpO1au+4JUjJVUWrzukvGhZXZtVuNnZa4VZeIJW3HDSmBThAYLG6k0qfKuetRkMbK8HaXy7jSMshJ8XakJDogyP7YeXJeN89zGD+kOwYrcvLHD+nOyiADBIOhb3einXRUdrRh41OsrKjNYmSgSVQzB4DivBT0LExnPmOH3czM8xaTAVazkUHg9i7KQJ/iLPz7iSs7nPfwErdG8LKMlfNB73t83RO4dPoIEjgma48XThqEIysfYX7gNFcs83tPP6Mf8jJdrA7D6IFF6KkoETtYIaPLzxuFiyYPCVs/2nUaqRSwcu9QeYeVrbUYGfy1ssQtXT8VKx6C1x9QQSQ/fMt5mDtteFi/FSseYgcrx4HtBwqpzPMc/nX3LMxT5JPTtUfnTlk+FgCWvvCXsLEe/f7RUClaRZndKePKMLBXbqjsbkEavnyZmLJTk5zo3zMXgsCjMCeFjR0gUfIDeuWy51FuRqKqYNCMMwh07quL5yEvM0nOBtAhOdHB3GRprlgA5Nm1/t//CFs/VIbKYlXKsWvLW2ckx+LcMwcwmWr3d++iDPSXrZ/KPXro2/shth9n6Yy/FdEiSL/272TohhtuwLp163D//fdj3759ePPNN/H888/jqquuYjxdf/31uP/++/HBBx9g27ZtmD17NiwWS6fxa2Fj+6Om3lHy+/0499xzceDAAXz00UfIycnBN998g7Fjx0bsR5l6V13bjN7TFiHYfhxZuYWoOtakgpkcPbAYy9btVJVRVfqXATB4TwqXqiwVqn0D5eSOSeUpAv+q1Pi6F6Shpc2Diqq6sHKaJD3HALfHj6LcFAwty8d7X21i0eFKmjq+L+68ejLufeYTtLR5sHLTbub/t1mMsFmMLD2OlvDUllQtLc7CTzsOsT7zMhKRGB+DDVsOsDFxIH5gqv1wHMc0DLNJj0BADCtxO7xfIVZu3AOjXoAvoPyN6I79emRjy+4j8PuDqjK7BH2uMUz+5HPI1ROpnCmdO8oDvTYp3o76xjbwPN9pmdfeRRmy1hOImFal1/GwmI1oanHLrglyfXOrhxWyUZZNNeoF6PU6tLZ7Vfeh6wkgaXwGvUBiG0C0ap2Oh1GvZ2ZQWiKW4zgIAq+yEtFsA7oGSbcE0ESJ4te7KAM/76rodI1rySzzHCnVj67hypoGVnCIUk56Ag4eqWU8leSlYE95DQJBEQa9Dk67maSmdkA8x0GnE1RlX7WfI5Wt7aycr7JEr1KmdE1Q6wj1u4Pj0CZbruiepP0C6vWlLIZ01qjeWPXDHpZyaDIS2NdgUESf4kxs3lWhsDbokRgXg+rjTScscUvvqRN4ViBLrycvXy1tHjZ2ZYlq5bPLJpvRI5VINlC45U7SUulvCbE2GA06VNY0hq1pg15AICCytaBctyajHq3toSwS8mLIseJD2v1L92wgKKru06MgFVt2HkBcbCyqVj7Y4Rr6pUQ1e/Pkp0+JZu/++KqTgsv99NNPceutt2Lv3r3IycnBX/7yFxaND4DFr/3rX/9CQ0MDBg4ciKeffho9evToMl9/KLjcPXvU4Av0oN+7dy969uyJnJwcmEwm9O7dO1J3ANRwud26EfQl3pyAgb2yw8qKNreRjRkUQxCvSv8yQB4udqsZT91+EftM29JDkfnsAfZba7sXAs8hKS402dv3VmJoWT7zJSqTUvwBERNG9GL418+9/R1Sk2IxckA3mBT+VAC4/LyRSEuORWGOC3FOK7JSE9hvre1eVj6Wjc1kCBt7a7s6NciV6MC6zfvVEJ4gmP3/uPIspCU5VQ8Et8cfscQtTaXx+oOqKGjy4LWjpq4FXl9AVZTm4JFa5GYkRpR/MCjCqYhkVpa4peOjWjHF0qZ0rK4FZpOh0zKv1G/t8fohCCHAEkHg8J/HF2D66f3gly0vAGA0kMNhgOxXtJiJSXL0wJDMvf4g0/zpfegaoeVM4xUlcXWyLz0QEHHasJDvjpaI7VGQymBaKYmShNyMBFx78ThZvkSTy04LrQWn3YLC7GQmp47WOM+R4i+U3F4/JEgw6ARV1gEQWsPd89PglMdEFZmDR2qhEzg8+LeZAIAd+6tYvEec0xrxoL/9ykns39q5Mhr1YZ8jla3trJwvLdGrlemiG0ksAHWD0JiPdkUwoT9A/PvK+ARlZsJg2YcNAJ9+9zMy5DUCkHk3yeWIj9c3qyx8bo8fpUUZnZe45Tm2riUJyEiJZ33kZyaxvej1BzGgVy6Lx9A+u0YOKMKSRfPQ1u5hMgbI3qYm9GBQxIDeuTAZdaT+hwyu06soA689dAUAoLahlVlItGva5w+qymZTGfftnsWUDUptbh8G9MpmY9eWsD5W1wKDrL0rSzFLkgROMKqyJ/5MdNZZZ2Hr1q3weDzYuXOn6qAHQvFrVVVV8Hg8WLFixUkd9MB/WbN///338cUXX6CoqAg33nijymefmpqKadOmYfXq1WhpaYHP5wPP85g3bx6efPJJGAyRJ12p2fv8AWSMuwOiuw6Z2XmoqWuJWI6V+JBE+PzBsDKvtHwjLSRDi79EastzBF6zo/x1ako9Ul1PNp0EdjiaTQb0Kc7Emp/2qa754OmrUX6kFjcsfJt9ZzbqYTEbUdfYirceuRyzbn6RaR6A2qdKS3hS/iOVoj1WT6wAFrMBkiipCskoSWnJMBp0cNjNHZa4ddjNKM5NxcZtB5HgtKGmLhyIR0kdldk9ER82izEM65ySxWRgUcydlXntCrAI5ZsGHVJfelZqPJpa3apSqBnJcZAg4Uh1Q8RCNrysfQlCOLBRJOoKf6TvUDnZOIdVjq4mYzcadJAkKeK6PRmia7imthnFeSnYse9ol8agJYHUHmbWAe061ZYCVpaB1Zat7aycb2f3P1EsgE4gmn1XS9yeDFnNBvj8wU5L3Op1PBLjYthY8zOTsO/wMfk5AwSC5MDlBR51DeEWQEqdlbfujDgO2Pr5IvSYQCpxUlAo7ZruiHjZIqVcH2muWPA8x+aqo/tKkroIVI+CVGzdVY60lETs//KfJzWOrhDT7KecIs3+o5PT7H8P+q9q9nFxcXjhhRdw443E/6T02R85cgQff/wx6urq4PORxS+KIp5//vmI1e4oKeFyqaAlfytWv/m3sHKsy18ji1iSJCy4YAz6ds/ClHFlrCRmjM2Mo8cawHEcyxUVxVDbSWP6wGEzIyXRgey0BIhSqPTsq4vnybnAIQz1giwXNr13B/MlGhT+p3iHFUFRxHev3awqJRpjNTPtDCCBM2eMLsMnS27D+o/uxzNvLGM5vDzPYUCvHFY+lvJ75fmjOy1FS6/9192zWNofQHJrh/TJR/2GJzF3+nCVhjS0rCBiiVsqU6/XzyBXzxjRE067GckJMWyDXzxlsOo+tMyuUv4Uy5zm2WtL3NLx0ZKeFCdASVeeP/qEZV6pOu+Kj8HN8yewh5ReL4DjgIdvnsk05kAwiFEDujFf9D9vmIpzz+iPHoWhMq8F2S788P6d4fehPCQ6ULv+CVw8ZQg4LlTiEwBWv3VbWK75oe8ewuq3blNpQHaLCedO6I/Vb93GSgEnJzjw+O0XgePIi+7c6SPxsBzxzQER13huRiJibGbMPXcUW0cWkwHXXTIO82aMQHKCA3ariWGSF2SR0rnUD8zznEprjcS/EncCkC1hHIEBFuQ01UAwGD5XiY6wz9qytVTeHZXzpSV6qfwpT0e/f5R9Tk1yQBB4vLZ4PrNWACRNlMZMaMst56STtXj5TJI6zHEEZpmuRWXbsYOLVdC4YwYV48jKRzotceuKj0HNmsdxxvCeMBsNKC3OZCVzX1p0KR657UIAQGFOMn764C6sfus2rHrzVtUa6ai8dcPGpzCiXyHDs7ho8iB8+sKN+PSFGzG0jMT/ZKbE4fs3b0Oig/Rn0AlMs9eu6Y4wEuo2PImq1Y+p9mS3nGRs+fieiCWs6dq7+sKxqvukuZz47LmrAalrwY+/hv4bPvvfi/7QPntRFDFu3DhMmTIF1113HbKzs9HW1oa//OUvuPXWWyP2E8lnL4ki4pw2tLm9YeVYQ748EnkbSSsnB28Myy1WRltTotomLfVIPytLt3IcYLcSM30kaFqBD+Xa0rfbnPQEHK1pZPCgSj9hQqwdoiSird0Dry94wojxkKxJ2pXXH1Dn/6bG49DROpUWSYOCKDSqcrVQ2MvOZNrc4g7z/XIc4V1ZuS9Smd0smR8qUwpVqs2Y6GzuIpVJPRGNHlCE7zbugtVsQmu7J0yzToq3y1XNJKQkOmAxGVFeGYJg5QDYI5RNVY5Vmeao9LPS8r4hWZG2ypLGlEwGPURJBM9xKqS/lERHGHwulYVWTtRnrbW4UDTCSLC5NosRZSVZSE1y4u3PN6j410bqK6GZWeS/PCZlKVyApGW2tHtUMSOFOcmsfgDPcyzHXlnNDlBDLAOdl/PVwkV3BK1L26pK9Mp7rCMLlV4nQKcT4Pb42Dh5noNBJ6jmKM5hRUubGi4XEmTUxxD0tCSF4oU6owdunIFPlm/G9z/sVX0f57Sisbk9YjlZ6o9PSXSiKC8FO/ZVorahFcGgCJNBT1L8FBaDzp4vkWCE77nuHLz/1SZs3hmC7+ZAYJzb3V4IglpOlCKVHI53WlFb34ystATs/vzeTmXxS4hq9paznzklmn37hwuimr2STuSz79+/P5YvX87y6w8dOoTGxkZ2mEeiSD578pSJVGpT4Z/WfAYorCwHi9mIiqo61fcApyo0QXPv6QNGJ+fFKku3ShIpMgJELi1pMYfeaunboc1iwuSxfVTtzpRz3WsbWlDf2AavjzwwGD65onoVQBC96LtmVlo84UN+eEwdHyoAVK456GmfNLJe++xsaaMP5o5lynFcWAStJCHs4CL9cNArZEpz7GnFSKNegCBwKp89Ndl29M4aaV4pGTRyorR8wy4U56XCLVs9tFcfq2thB3vV8SbsrzimekmRELKYdMyT8nPo335Frn+808a0Zp8/gBGKrAtyH9KPXpYvneOq403gOE6l5YXuqx4NA11RvABwHMfcQtpDhufIy++qH/bi3S8I/gX18cY7beEpeRIQlEGd6J0pDwGNGdfrU9+L44C95YoSqRLCytayazV8dpb0qZUD/XekPUlL1lLutfIza3zIJPWWLFhaylgUpTDYZRKEp+aBPjskhHL+JSl8DpRE18etD/8Hq3/Yi4G91bgGWuwAZbEkOudVxxuxfN1O5GW4UEL98j4/w3Og9+lML1SWkqaa+p1PfKA66OnY2toJXLVWTuQ+akuR5iYd/3aK6M+s2f9h4XK///57bNmyBWVlZdiwYQO+/PJLWCwWiKKIGTNmdNinMvXueDVZaGJLBTZ/eHtYqc2N/w6Vop0zdRhKizNVpuAR/bshNyMJF04ahJ8+IpC3Oh2PA98sRu36J1C9+nHWNiXJiZREB86RD8+XFl4Kh90Mm8XI4GbLSrJwZOXDHcJ49ixMx21XTCRws3Iw1U3zzsBTd17M2vkDQVwmmw4pKdcWxwGueIfq++H9inDJ1OHITI2HxWSAQS/gy5duhChKuERRGhQgsLBac5wWmhYIL6fZkUxr1z+Bg8sfhsNuRooMNcoBDLJUeZ/a9U+gSiFTi9mAWecMxYFvFgMAXvjnHOSmJ+F8BRwwhW/Vzp2Shyo5pakjaFTtb68unofS7jnoWUTMpmajHnOmDWP8AoDTbu4UPvfK80ez+2ghTGlJ3KOrH2clYgkErpGByPA8h7KSLAyUIUqfvP1CFOWqS6pWr34Mx9Y+HgZ5azLqUZDtYuVx6X0jrfH/u282stMSVNr+6IFFbGzFeSngOA5J8TEQBB6uBAfOP2sQtn12nxy8SsCjBJ7DI7eex0qfAjI8bmmeCkaYlo+lPFC58DyHgpxkNlcUavrAcjk9NsaCQaV5KCtRu2sopPKVirK16cmxGNirY1heLVx0ygmgdZUwtrSfdFcsHHYz5skQubExFjhsZlx90VgckucjWW575fmjkJOeyPrNSI5D5cpHwuBytfuByomW2e5RkAaH3awqm202knWbnZ6A2dOGobQohCxK178SLpeukVcXz8O8c0cSGcoPimlnDsS2PRXgOQ6ZKXG4VgFTneaKLFPab7JiHkvyyAsDhe++fOYoFU9XXTgGx9Y+HiYnuvb2fLlQdZ80lxM/vvd3IOhXvQz/FvRnPuz/sHC53bt3ZwACSuJ5HhkZGSgvLz9h/wv/7wvc88xnkCQRCbF29O+Zg6Wrtsn9hEx5yjSmiycPwWsfrZGRqXQoyHZhb3kNAoEg094SYm0Y0CsXJfmpeOSlL9kbeZzDCq8vgDa3F3arCW6Pj1SoUsDNms0E5IPnwgP5zCY9Rg8sRnllLXYfqGLXaM2RSlM+EDK5Uh7uvu4cXHPP60iItanMcNTcarUY4ZeDDGec0R//XrqRtVEW8aBwoZFgPLPT4lHX2IbWdm8orYznoNcJ8PoCKpjeeKc6oAogB6g/EFQVAunXIxs9C9Ox5P3VbMwFWUloafOgurYZ188ajw1bD+KHbeUq+NxAUAybOyAEFSyKkgpuFCBwrQeP1DKoXaWM012xqDzWCINeYPcx6HUw6AUWDKg17StN2U67GW6vH15fIEKAXggGlkLgKs2jFBhFm+Jn0AuqKHQl5Gp6cizKj9RBQgjqNS8jEf6gyCBZaX6+1xdQwSJfP2s83vvqB1ayGQgFvFVU1bMXRkki/lSSYugliIOKNUFTN7fvrWTmdC20MRk7CYyja1a5vqmJnsLYchxYwCd9GWpu8yDOYUVDcxskCR1DKkeAdtXKXwlVGxRFktIXCLJ51esEUgxGAc0sSSELQFZKHI4ca2R7g+c5GPU6ZKcnYOf+qg5dCRxHouu1cLlqnkLQxkp3gcNuRrvbB38gCJOsEFDNn/LK3CByP31KMrH/8HFVhcip48uw6oc9qtRe6rKh/UqSdEKZauFyOXkjSAjBd7/56Tr2vKJ7kqRjktRTpZyUzzIlpHKPglRs3XkQaalJv2mAnm3qc6fEjN/6/hVRM76SRo3qGC730ksvxeTJk2G32xEXF4esrCxYLBYsWLAAX375ZYd9KuFyv1mzg3wpSbh48kD8sD2UV+6wmVnwHF1ooijh1Y9Wh/ryBbBtTyUMOkGl1c44oz/Wbd6Ph15cqjIX1je1YdQAYmptbffKGOF6FdzsiH6FSE50sENGSbPOHoamlnbsPVjDXiyK81JU7oIYu5lBkwLEzB8Ihg5+t8eHa+55HQDYQW9mm5e0GdQ7Fz0L0mE1G1QHPQAVjjmFC40E41leWYeURAdzX1Benr93Nhm/DNPbszANR4+pD3oAKC3OUIGQ2CwmGPQ6vPTe9yqZ7j98HJPGlAIA1v28H2t/2q9yC9ADRzt3lAee5/GXOaerYEIBAtcqSiK65SargrIAoKq2EYLAY8KoUvbdnGnD8NDNM9lnJawtzwEJzlCBkcYWN4M31cLlShLJbx7er5ChHtISvPRaIDzFz2Q0qGRYXlmHHgVpOGN4D7S1exEURdgsIbP9wcpanD9xgAo+l8ZfkMwJ0m7D1oOoqKpnD3iAwPTSA0OSyF9CrA2ZqfGob2qDIPAMZIdSekoc1m3ej8zUOPYdhaaNBNlLIVJt1tC8GGW4Zb1egCiRMtG0xnpQlNCrKAMA2WeU/44glWnbjuSvhaplKX2KMfkDJKWPttVCZx+qqlf5YCSJmOsPVBwHzxHeKP3jysmKdkBpUUanENZKaGMAMOrJfZtb3CzNzeP1q0z8OkFQm+wlEiMUFCV20NM01g+++ZEd9HTtebx+nD6iN2Ll+hQUdrojmUaCyzUZdQp3DfDqR6tV+5nuye75aQySXFkkSAmDTCGVE+Ps5IwQfvu0u6hm/xvRieBy33nnHTQ0NOCdd97Bhg0b0N7eDr1ej+3bt6OgoCBin6oStzrL/2PvvMOsqO7//55ye93ee2fpvUlHsYAKqIgKothj1CS2aIwtFrBhizFNsUWNPXbFRhGwIAhSBBaWZXvvt8z8/jhzzj0zd+7ukmDi7/vweR4f2d0pp82c+bTXB/bByxCq/Ra5Q6fjEFf3mRejpmwmNFUnzutEiEuz4jW6/sRptzI4SjAU1uFmRwzKRkNzB0tJ8Xsc7MX/3xSdhqoFdKnai9cofcE4KIxIVc3HiBb4CIbCUVrr0RarRUZpfhp2V0TwxXarDK/HgZa2blO0sSgK8DhtaNWC5ZLiPWhp6zKtV9+XGHG5xuA8o1Atx5jiF+vagWCYpTfx7RIEAQl+FwqzUyL4XEWJ2W6+YA2vXUW1r58gUIfNwuJBKJpWh4XV4j8kSUA4bIwfECBJJC6jNxDSBYXKkqgBWvovdSvL5GOko6s35vgbsbwWWY5K6cvLJO6NvtLEqMybMRz/+uS7mEGBRuFT7/5d1HRakg+yJKGypinmMTS+CKqKnIxEHKpp6re0tcNu1bC6kXUaa0yNuFyaisr7+83EapGRlRrH6guYCY9Uppp9XLwf1Z/9dFAdz8I/HRXNvv2flxzT7HnpD5c7evRo3HTTTRgzZgzWrl2LlJQUhMNhrF27NuY1jT57SRSgdFXjk9W/wceriVugODdFV+YyNcnHzr9qySxcctY05suliMwvX7wJkiRi1OBcDCpIZ8CLhcePZudSTCS9rhGvOXFkIQYXZTAk65ypQ9m5C44fja9evRVrVpNyvrTAzemzR0LWYC9Wi4RTZozAmSeOYeeJooBnVlzEUr2uun4Jxk4ciqwckq5HvzGfuvsCFvEuSyJrU1ZaHKwWiWFhLzpjKrs2xYXyGE9eQ54/ayTDnRqxwvF+gu2UJBGr771IhyCmlD8av5Cc6GPcfVkScaaG8RRFAbMn6dG0RoTvbA1Zys+dsU216x/CmtXX6SwUlyyahl3v3c1SyAoM1os1q6/H23/+Nfv5xVWXY+f795DIYRAcLW3TzImDMG5YPh7QQCEleSmsDUZcLo9UpjhgivstL0xHST6ZN2OK37MrL2I+ViofP30dGjc9groNq8j4ctjRX543E3s+uEeHz3Wb4GZFUcDxk8oxTNPaAGJNGqcVQTHiiykC2jj+dB0uOW0Suw5F05qhmf9y5wUMFUxlsIaxDQTDyEyJg8dtx8FPyXryuh0s9WsgSGV6bKzxN6JqaUofj9adN2M4tr55OzvWDJ1NEb6nzx6FssJ0Fvsx/4TRKOFSZo3SEwhhzwd3x2wT1d4jfbVHULpaX2sbCeuAjv/T9y7HxdQPr63LsUPzMW/mCKgA8rKSMXxQLjfeGQwJ/cyKi3DBguMwclAOAsEQkuI8OoCQ2Zia4XJpKiqVq5bMQvPmR6NQ5bXrH8JXr/6eYaqp/OGa+ezfFKk8cUQh3n7iF1ADbUeUVXNM9PKzTr1btGgRLBYLnnnmGfa7oqIiLF++nNW4NwqfegcAsy96BN9+8xVyCspRVdfKomUd2hepKIroDQQj5Uo1XzI4bVYQCNpUFEV4nDY0tnYiHFYgy5oPjxXO0KM4AbLZUhOp1+1AY0uHDv8KkM23OC8V7Z09OFTTDFVVkZzgQV1jJGLdapEhCGSjbGrp1H3126wygwMNHlmKLV/vxGVnTcUtV8zDH1/4BL994BVmmRC1IhqyRMp2CgC27amCopByoBCicaH8OBGzrlbOVxTZOJnhTVWYI0u1LCOoKgmCOlTTzPridTuYT5giVptaOyO+fWgxB6Ewmw9KZjPOHY8hLcnTa/Zs7GViUtx/qCFmqpyZUP+mmVXIIpNUrY6u3ig0LSWK0XEiVg2FrUtVjbgmkuI9aNLW2tVLZ2PH3mp8sPZ7dp94HzFhP7vyIlxyy2p09wR0COKwokYhWVWoUahmt8sGURBYyp/f60Bbe4+u/Kwkilx8haB9IJIPWjr+RguN3SojGFZ0aGNVNW8DmXs7Q9NSBCsdJ4ssQVXVKIwqva8ZrtXs2FgYXotF0mJLWtmxscZQt8apfxoRq0pJXiqaWzvR3RtkVhmLLMEiSwyYk5LgRXNbl+66oijqXHIAwRP/sPcwqYNht6InEGQpenTuaHEhi0ygPN29QST4XGhsjRTF4WNxqNhtMiwysRzRd4KqqAgpkWeN9ikWxpbOK0XeXr10Nn7YV433tdgou80Cn9sR1VeLRUJpfpoOUy0IQFlBOnb8eJidS55noKwg9b+Cy/We8eRR0ezbXr74mGY/UFEUBW+//TaKi4txwgknIDk5GaNGjUJFRYWupq9R+NQ7n8+Hb9a+B9GVDou2cQARDOZT9yyHU8NTUunpDSIcVjC4KAJJ8brtePWRXyA7LR51Te0sVSQUUnRfmhQTObI8EhEbH+fCW3+6GhNHFqG2sQ2CIOj8fgAJ+NnxI3mgqf+K3+hHDMrG7EmDEQopaDRs9ADxc8X7nLDbLPhy7XeYMrYU558+Cd/vPsTOn6VpYIqiYnR5Lv7xwKXwuO3YsrMSXpcdc6cN13ChkdQp3TjZNIwnF7AVDiu4+vzjyXXVaLypEVlK/aaKGvkAog8/9cO3aTQ6IIJYtXBxASoIwvfVR36BHG0+jHNnbNMTty1FbUOraQrTuXMnoKOzR7fRjx2aB0kUMbQkC5LWPkEQcN6pE1h7hxRn6No9ekguZk4YxMaNAlCi8L8avnj6WJIWGgiG4dJSCYMhRecuqW9qZ0jdTzfuxIfrtuvaTtt8z5PvkKBQTrvdf6gBxXkpUUjWSNlXzo/a2asrBdzSpt8UVFUfwOj3OsjzkJ6gG3+P26Hra48WoGjsO98GPk107NB8/bg4bTh11nBtbMIsxXAguFaa1hULV2wcl2ULjtNiSyIdiDWG/M8Wi4y5M4bpnsnd+2tQ19TOEMvZ6QkQBAG/uegkdkxKkjfqupecpbfcAARPTD/+KUrXxsVX0I1+9OBcBEPhSPqi9mafNKoII8py2EY/Y2LEEtbTG8LIQWSdlhemE2aDRNa3y25BCmfxNMPY0jHlkbefbtyJD9Zu5+4RRENLO353xVxdX2mJW4qpBoBEv4dt9PTccFjBLVfMw38Ll0uDQv+z/37SJv7b8rP12QeDQRQWFpqed8EFF+Cvf/2r6d/MNPst3++Bxe6BIBDEJMVg0iIQvGZPteSfwlzUXwlZgGi9/07l1gsWTMaL72wCAHz6zA34zYoX8ZsL5mDb7kPYtb8aT7+2HgDxsW365++w8JePQZYk7K6o1fln+a95/TgJuvxmOk4Ud2qGNxUE8nERgalE/K80DsBqkeFy2tDBAUaORPhI3lhtohHdRyoOu5WVQaVjRGMRqH+V96339AYQDCmaBYZAXoxoWoqFDQRCnH994HEfvNDzLHKkSAovZMMTdEhWRVWjyr72Jf2hdfuC1/BtBLi+B0Nw2PVgJLrWOjp7dOMyeWQxvvh6NwvAM6KO+5NYuGIjhjcWOtdsDM0QvhZZjFn2l0pxXiorRmO3WRAOK6bXlSWJafg2K0m76+kNkviHQDAKPmUmsiSiKDcF7Z29ONSHT98ofa1F+rcjGX96ngBB90xKEqFT9oXwZc+zSooq/Tdwuf4z/wzB6uz/hD5EDXSh5aWLjmn2vPTnswcAq9UKWZaRkZGBiRMnAgDq6upiXpPH5drsDmzbUw1BkPDx369B1RcPAohgMIl/MKSLRJ40sgjLF07BeC2/mea81qx7kH2xJWt40xnjy5h/nz+2JC8VyfEelvpSqvnVQmEF5546nqE5+XNJXnU2Gjc9ijifC3FeF8YNK8D44QW46MypKM5NweK5JL/c67bjBk1LkEQRBVlJ2La7Ct29Qdx//Vn48ru9zOcvWWS8sm4PRp5N2ARXL52NZ9/cgM+evQE/7K1GerJPhwv1meBCD366kmnFtO90nMZqvl1TvKmGLJ3OkKV+Da0rsDiJUDgMh82CSxdNA0DylYtzU1jMBEV8UqEIX+rzttuj587YpqovHtDhWuncAcTkuvyMKRAAxPvdePe5WyAIpB0vr7oM7Z09uHDhZDZXgijA73WyCH7et37oc5I37bBZMaQ4MwpNC0TwxTVcTnWaNhYU7UpzrHmUqKCtkaWnT2T51zS+IqyoSE/24+qlkbzozJQ4jBmSr5uPlEQvQzXz/lh+TPl1PKo8B/NmjoTP7WC4XLtVZnne/PgXZCVh6emTcOEZUzBuWD7DC58zN4JFVhQVF585FaIoYuKIQghCZD3RtcaPS3qyH/985HIA5DkyRR1z7a3VneszPdZsnaYkek1xuWZjaIbwXXLaRHhchKlBrYcelx1fvXILK3G7/MypiOPG/Ny5E6Kuw6OnqUwaWYTstAT84pyZ6NXeVXyMEZ07Wk6WWs/CiorfXnIKtr11O/xe0qa0JF/UPE8cUYhR5TlYevok+Nx2+D1O5i68fPFMPKwVALNbZVOMrXGdiqLAWAQAWdMXnzkt6pk8+OlK9gFN0MAP6coG0/vQd/F/C5f7f1l+tj77QCAAl8uF3//+97j5ZgJqOe200/Dtt98iMzMT69atM70Or9lf+YeX8dIH3yLUvAfZxaPR0NLBNGszjCcVowZuhoKkv7dbZV3hmKiytwIi2FWBbARdPQHYbRZdHmt2WjwO17Ww80IcMpe/Vl+zJYoCkuI8qGtqw/IzpuKiM6cgI9mPUFjBrv01WPGXd5GXkYjD9S248txZ2FtZh7rGNvztlbU4XNcCUUCUhhiF8eQKiBhzgHntK1Z7C7KSsLeyPuaYxrouP6Y07sDM+mKRSbAhzXLoa56pUKubQH3KqoqLzjgOkiThiX98CiCSz2/WJiPmlf7djKUAELBITnoCfthbbdp/IIJ/5e8jCgRu09DczsrG8haHhDh3FILYDAtrs8gMv8zGwGQ+Zk4ow8cbfohqm9/rRFtHt66/GSl+HK5tiRpfijqmYoZCjdneGO0f0Ln/xrFm42I8tq91y4uFpeuqcLvszN/No6Q7u3p1feWxvGZtjvVcxcIITxhegL0H61Df1A4VQFK8G02tXRAQiQshQbuR8td9yeRRRVE4Xmol4sfFWGTI+D41QwOLArGe5GYkoqKqgR07sjwHew/WobW9G6qqICc94SfF5cad9Zejotk3v7j8mGbPS1+4XKvVipEjR+KZZ55BZmYmHA4H3njjDQBATk5OzGvyPvuXPvgWACDHFeFwfatuwamqGoXxpGI0tQumWwRYwJDxdwAF0pCNpEMrL6mqkSp3PRp0hcrBapISQ/+jx+uvHbPb8HscuPbCOahtbIMkilhy6gS89M4mTDn3XsxYuhLbdh3Cc/ddjLXf7ME3Ow5AEgUcrGrEHY+9hUAgiPmzR6I4LzoWQlEMGE/uITaa4FRV1eE4+WGjecPtXT1IS/Lp/Fp8jjQx8+mdXsZUL0VRocQwy9NcZ74NseaZb6YKikYlR/355S/YRg8gap75NrUaNj5B+6ow2xREkeB+6UZPNU4qEYSvyvrD7qmqqGloZW3h3S+KqpoiiM2wsMYNzXgfqqV9snEn3E5b1PxQ9wwvVdpGT6fOImtlew0BZ31tlGbtNWu/mRyNY83GxdimWO8CowRDYXR296KzO4DahjYtcFH/bET3VfuDeaPN/snaaIYR3rBlLxpbOxgCt76JcO8T4iJMCBoY57Dp44i8bge87kig2pghudjw7V72M12nZshbo4vB+D41QwPTjx5+oweAb7YfQGt7N+xWGWpPc0zE9VET4Sj99zOUny0uFwC8Xi92796NRYsWYcmSJbBarTh48CCGDBkS85p86l3lRwRxG247gAMf32Uw8/l1GE9qejJDQaZxKEjezDRjfBkuWHCczoyfnuxHZmoczpk3Hl63AymJfqx7ibglZFlk5qpnVlwUhebka86byYITSJrfTZeegubNj+LSRdO0HPJULJ0/GR+t34HzT5+EvKwkvPLB1/hk4040NLfj5GlD0R2fhs6uXsycMAiXnT0do4fkYdUzHyE9xY+8zGS8/vG3WPP0tXoTYWq0eddsnPi/1fBozmQ/2yhOmEzm7IEbFmHu9OEMAysIwNP3LGf3nD6uFEtOm6TD2OrM+Fqb+PvQuXlmxUW4cOEUjCrPBUCi2Y24Vr79AIloH1WeA1mWkJTgw3vP/x6iKCLeR4AfogCU5qexVDXjuJi1MSOFYGKHl2Xj/Pl6tGtqog/nzpuA7W/fCQBIT45j51GE78QRhQzPmsaZRJ0OK6uqxl+X/5vRFG/Ewhrnzth+URRYitXqe5fjzJPGMSQrnZ99H62I6vvQEhLQeuLUoRg/vACDizMhSSIz59M2nj9/UlQbYrXXDGsb69yf6ljaJuO7gF8Ho8pzsOS0SToktNNO5qN586Pwe51IS/bp6j48e9/FUX3lsbz8mijOTcEV587UjTed5zivExNHFGLkIPM1ceW5s7Bm9bW6/mx983bdfeu/fBhb//UHYh3yu+B1O5Ce7MfO9+9h1/p+TxVeePASAISwSNepGfJ2xvgy1r5Y429WGZH/uySJ+PMd57M2DS/LAlSFuZOOyZHLzxaX+9RTT2Hw4MEoKirC999/j7179yI+Ph4+nw+LFy/GHXf0b8oJBEPwjb2a1LPPK0R9U3u/eEpqLhMFAR63HV3dvUhO8KJKA/LwJioaQAI1gtCk52emxqOmvgWKGkGYWi0SUpP8qKxu1FKPIkFSNECpqyegM0/T61ksEhw2K9o6unHStGFYccNijJp3EwsytMgSenoJelIQBR3CEwDGDsmDJIn4css+hBWSNhgKKbBZZVx29nR88dVunDZrJP7wxL90Uet8FTNqraAYz1gYUlEU0cshNOnfVRUoyE5GQ1M7VKho6+hhaYc0CpcfUxL0pr8OHcdhpVloau1CxSFSbU4Aebn1aGk8iqISxKrThu6eYFTwX3FuCnZzRVZEzQyjKCoKspJwsLoJqkpMn8YKcjwGNoJ2jbSRR4vGQrvS2vJ8cJ2kBS4qisqigoGIFp2ZEofM1Hhs3LovSnPlMaRs7gUBx08ux3tffB9z7mxWGYFACIK2zqwWGcEQ+Vt+VhKqaptJ1onWt+LcFPQEQqiua9EhiGlgKY+UtVllVqOebyNdswqXkkjRzCSINrJminL08wQQ/DKh6HFukwH01bhOzdC0xsAzVuVOM/Eb3QMWi4RgMIyZEwbhky9/YNhtWRIhCAKCwXCkOBZX5S8tyYem1k7d+0gUBdN1Wl3fio6uXji0dE+6NvrCCANEwZRkCbMmlHHjIkThr69eOhuHalvw1sffwGolOGSyBvUui3i/C00tnfC47OjpJUHNg4szsHNvNVl32hrhccux5pmOPz/G/N9JNcdIFUKn3YrOjnb8cunxWPGb2LVR/l1hZvyz/wrxPzTjK4EuNL9w4TEzPi/TpsXG5QLA5MmTcejQIdx7771QVRX33HMP6urqcMIJJ8S8Jo/Lragkka+CPR7jhuYOCE/J/LBep5ZDraBd8zFaZCnKjE1SvSKBUTTYj5KqeFNYIBjGpJGFXOpRpN2hsIJxw/JxKVc0grRNxdQxJVhw/Ch0dPVAkkS8/8U2XHPns+xhCYcVXMOlm9GUnzivEx8/dS0+fvpa9AZD2LxtP3t4Lj93NuuDKIqYNXEQbn/sTWSlxunuP13TgOm1bRomNRaGlKXpqSqsFpHVaqd9bWvvQmtHN46fNBgACQTi023omN5yxbwoFCeVs08Zj0GFGdh7MFJtblhpNjq7yYdSdnoCGRdFxdih+Qw0wgvdQGgFPUVVWXBVdnoCiYqWBbSaUAwpBvape5abtpFHi5qiXQWgvDATkiToYiT4CmWqSiqU8eunqrYZ2388ZGqiphhSHuTictrQQJG8JnMX73PBqxWyoeuWxJKQ8w9UNSA7LQGSFLFL7q6oxaSRhVEIYoVtpgJuuWIeuw8f/NrR3ctSN8OGlESKZjYilJMTol+WjS0dUeZ0j9veZ1/7xOVyaFr+WDoeAMkzJ/fRY5dLNdfXxxt2QIUKt9MGRSEfcr2BkM6ke93yE9m/h5ZkRr2PqNWDl90VtchI8SM1wXtEGGGAmMgdNotuXOw2C048Tm8ZXfPlD/hw7fcIhRV0dPUyZeeyxXpFbO6MEQBotUsFD950NhqbO9AbDOnSiStrmpCboT2DMeaZ9p0fY/7vQ0qy2LsqXgNYQbLihImlUWN0NOUYLvcnks8//xwrV67E119/jerqasyfPx+vvPIK+3tlZSWmT5+OvXuJr0gQBNx777249tprY17TDJerdNUjO68ItY3t/eIpE+PcaGzpgKqS3NPt3EZEorTJCxuIQENoqhcPFUlO8KA3ENJtFuVFGWjr6Mahmqao9CcjWpTHlxpl/PACbNyyV5ei5Pc60dzahXkzhuOzTbvQ2kH47JcsmopDNc24/4azUHT8jYiL96K5qQ3ZafE4WN2ErLR4nD57JN79bCsyUuKwcet+VobXZpVhtURwrX6vE+0d3QgrakwMqUWWIUkCAoEwe1hTErykTjZnUYglbExVFXarRYfiBAhERIDA0uH4OuZOR99j2lfqoyyJ8LjsaG7r0mGMqfBoYHpdWhzF2EYeLdqX2DV2AfW9J8a50dzW9R+lfVLID12LFIbjdtrQ3ROImrthpVka2IQAk5LiPFhwwihdvAIvGcl+iJKI2oa2KMww1SQ9LhuaW/vGpfLPGRBBMwtaoBZtP31G05J8zMKSGOdGd0+AWZzKCtJYKdy++grEwOVqz77xWP55zs1IQFK8F9/uOMAsD8eNLsJX31cwX7ksibBYZGQk+7H/UEM/eOJoXC61MMSaU1ro5kgxwjS41O20MSuU2fNgs8rMEsG/U+hY0KJMZL4c6OoOxkyfo/cc6Dzzf4+8YyzoDZJ16bRb0dnZgV8umf2Tavbxi/92VDT7pucvOKbZ89KXz15VVUyePBlVVVWQZRmXXnopJk6ciOuvvx5vvfVWzGvyPvuqyv0AgHD7Qax7/rooRKYZxnPldWdhUCFBOP71rgsBELMhQB6uMUNy2b0uWTQNyxeSVCNa/tOtwSXuu/4sZKbE6fxvsyaU4atXbmHpTzyak6JFKUKWFtFYvWI5Llg4BS6HDYO0FD5ZlqACzL+eGOeBoKkQCX43zjppLGkvVOyuING4NQ0keOvM40kJ3tt+eRokUURWehI+2/wj9lU2oLaxDSPKIkCgnPREDC7O5H5OwKjyPNZ3MwwpxZ067BYIArDl9Vvx7Zt34PwFpJRuOKxAlkRsePEmANFxEHRMxw7Jj0JxiqKAcUMLMKgwHffdsAgAGE5WFAVMHFEIp93K0K/GMU1JjMQjGLHIacl+Rg4zbvS03ca5qvzsvqg20r/HQrvyCOVgiKTt0fbff8MiXLjgOPbz7Il6VHBqko+lqmWkxGFwUUYUGpjvq9tpx/t//w0AaGmP+rnzuu349JnrUZidzNbt4rnjcOc1C1jbGzY+goaNj7C+LZwzGlvfvJ1hhqllBAB+uWQW6jesYj7hvvCy99+wSLf+KZqZRyi7HDbcr2mA1PdPx4mm9ImigIyUeIwZktdnX/vC5VIgTwQDa496nm+/6nQMK8vGGK0wEQDMmjgY37x+O2vH/NmjMKwkC/urGsiacNvRvPlRTB1TAr/XySwkoijgo6eujXof8VhqKlctmcXiggaOEebQui79GuDHmH8eJI36yQLnVOgUlUAwzDZ6AGjr6EHFmhUIhZUoXPGw0iyM0dyG/c0zP8b07xRdHQhFPry6egKAaMEjz332kyJzj2n2P5H05bP/1a9+hWHDhuHss8/G66+/jurqarjdbrhcLhQWFuL77783uaI+9a6moQ3DFtwDJdCO+IRk9ARCzK8NRCMzjRhPikTltUfeZx/vdyEQCKGjqxfpST7UNLQxRGx+VhL2VdbDYbewL//yogxUVjeiraNHWxCRQhMelx2d3b2kipz2tUzNaQDIl7zmUxVEgTyYMcAaFKPq85A0J36GRwzKwbc7DnCgm4hfzmG3IMHvxqGa5gjkpKtHd76Z1gtENOOHbjobS6/XA4+S4j26SPHczET09ARQ09CmzUNE2y/MSUZ9Uzt70fAoVDM0LY8LFQQBDpuFZTxQbKokiX1gkbXYAA5DGud1oqW9G3abhVk5JDHiPzRikfvCtRpxubSdFm3tDSpIw4691SzmAALBFdMYB7p+qGWBpiXabRbia9d80zyGVBJF9GiaOgBQFC9F+PK4U6rZBwLkRZ8c78H844lmL4kiUhK9CIUV1DWSuaII2WotTZSfj+QEL0QBbF6NaOC+kL08mlmA/oOLprAFgmFdbAZFKgMq61tffQXMcbn0meWPNaJpczMS0NLehXBYNU2Ny0lLwOH6FigKoSDyCFlj6mhakg8WixyF4eXnLha+uy+MMH8f+p4SBMBp54sckXiX5tYuVFQ16BDIAHl3NLZ0oLwoHQ1NHRr1E8wSQq+dnOBFY0un6fqn7aBljzdt3cfaxc8z7SuP/+Vl0clj8dI7mwkIymZBZ2s9cnJzsfvdO6OO/U+FavYJ5/79qGj2jc8uO6bZ89KXz76zk5jKZ82aha6uLvh8PkgS4dM3NcUmQvGpdyVlxDclWFw4d944PKoBIihFrC+UqMUiMfPkiVMiBWv4RdnU0sn8wzarDEVVGd50/6F6SKKAay+M+Om276mK+ADjPboNoL2zBx6XHc/dfwlSEryRnFoRLMjP7bIjpCjo6Q1i7NB8XUoUAMyeTPzg1M1A/WXZ6fHwaV/e3+44AIBoaDkZicx8CBAtgXLqBUFAe2cPJEnvL89JT9T9TKPhQ2FisnzkmY/J+drfJUlEYXYypo+L+NoqDjVgJlemd1hJpAjLjwfqkJLgZb5aHoVKrR02q4xp2vXoRg8AUFX09AaRGE8sMS1t3bBZLX1ikVlsAIchbWnvgqqqOFOzkACRAEx6XatVZuunL1yrEZcLkI+BR393DgBgh5aCN6w0S8MV92rjSq43f/Yocn/tpXy6VnippzcIRVVx65WnAdBjSGl/RFHQIaIpwpfiThP8LoYspe1XVJWZ8MuL0lFd34KmlkjNc4qQLS9Kj/rwqm9qwwmcP5jicQeC7OXRzLTvNquMU6YNQzAYYuZmPjaDHENM0V63o8++9oXLpVhnflyMa6K9owctbd1I0cA+fCwFAByoboSiKJg0spD1nVp7FEXF4JJM1obq+lYU5SRHjQs/d1ToOh1VngOgb4xwZEOV4NAsLpIkRRC6AC4+azoGFWbgx4N1bKMfXpqF3EzyLojXrJg7fqxmlsPkBK9Omw4rKqaNK425/mk7UpJ8+HLL3pjzbIb/5eXFdzZDEIhFwudxQLB5o955x2Tg8j/V7G+99Va8/PLLqKioQFdXF7Kzs7Fq1SqMHDkSaWlp8Hg8sFqtOPnkk/Hxxx+jsZE8UPn5+cyPbxRes7/t8Xfw+ItrEWr4Hrnlk5nPnmI7FUU1RYl29YO95IV+QedmJMDtsmNPRW1MBGRqoheyLOkKv/BConglSJIIh83CNm0zMQPESKIAt9POONg56Qlw2C1oae/GLZedgstvf44d++zKi/DA3z/Ad7sqB2wWo9p+e2dPFPiG1EhXTH2ORypGKMe/ewyNtJa0MTXDItPYgIFiSHkZSGnk/nCzsYSWCg1z5ZT7Eh5DKksis27IkqBDRNO546Px+0KWmkksPC8QsSoB6Pc56zbJRqFxED2BiB+cbkp07pwOK3p7QwgrRLMPhcNQFRVSP33lx8kM68wfSzV7uib6izURBMBmtaC3NzggDDLlEBixu7TvfeG7BcEcI8yvNT7eSBKBsAKMGZKHmoZW1Da0IRAMwekg7zpRFFCSn46Wtk6MGVKANz/+OmY/ARLA6HHbB1T61+mwQlXUSNljk3nmnzs+VsnjsmHauDI0NndAUcLY8O0eZKQm/KS43MTznjoqmn3DM+cf0+x5eeedd7Bjxw50dZEgkIMHD+L000/HjTfeCIvFgjfeeAOhUAj/+Mc/UF9fD6vVCo/Hg6qqKrS3t5tek8flrtn0I5Li3RA9WejsCaAwJwVABFlqhhKlGM+kODckUcDEEQUYXpqFdS/8Fk67FV63A8NKszCokICAMlOJf+32q05HIBDGpYuIW8LM3zmoMAPb3rqDy5N2QNLYmJIowmqRUZCdjN7eILMACCBR9YtOGkv8YFqbhpVmYaYWKU9xq0/fuxwnzRzJoBkHDjeitqEN/3riKizgyk4CQCgUxne7KmGzykjSNOHSQbkYPbYMGZlJAACrLOnQlz5PxD84aWQRALKZjSrPgSAACfFerH31TrhdNtb+hDg3br/qdBTnpuDK82axcZszhVgh8rOS4PM4cPniGew+WWnxuPJcgubk83B5fO7htQ8CIC9lyjmYwbC8PjamqUm+PrHINDaAx5CKAhljmjvucdpRlJPMfqZtouvHLFeYokSNuFyaf21EuxpxrX+4Zj4Wzhmjy+//290X4sOnIsGpJ0wux6fPXK/1NYIh7e6NVFbjEdH83FGEbCis6JDEfAwFZRdcwmWIUIQsxcDSyPWUBC+WLZiM3R9EcrP7es6MyF4eYU3nIy3Jh8rP7oeiqEjRLD2iKOBPty1lUfvBYAiyLGHEoOx++8qPkxnWmT/WuCbCIYUUuRqUzdC0fJaH3+PE6bNGomnzowwhS5+d1SuWozg3RbfGZ00cFIXL5ftOxQzfbcQIpyX5dGjj9GQ/yjRc9inTh2HdP34HAEhL9mH9i79j8S7UgvLL82bh02eux8nThqGiiqDIrVYZX71yC5o2PYILtHgbKiPLc7D1zduj1n8z13d+rqj1M9Y80zEuyEpCdnokXmHMkHzs3l+DsUPz8OIDFwHKkX2U/jtyzGf/XxBBEPDUU0/h/PPPx2effYYpU6ZAVVWkp6fj0ksvxeWXX46kpCSMGTMGW7duxcMPP4xLLrkk6jq8Zp89+xaNzhSC1+1EV3cv+4KMwlUK5nhN4scLIjstAR1dPWhs6WTRs/zhHhfJyY/3E2Sp3+vE6MG5+G5nJfNXCyApfR2dPaYYVbfThq6eAMuz7m9mMlPicKi2mbV91sQyfPLlLl0O64hB2aiua0VdU5vOPJidnoCDhxshAFi2cDIumH8cstLiIQgCfthbjZV/fRcfrd+BJadNxOrX16M4NwWTRhbhw/XbUd/YDq/HjsaWTiiaubK9s4flqhvxm1Qr4v2L9ByHzYLu3iC8brsuAIjPSTZieI0+0L5koFhkAXoUsFFrN8Pl9oV27Wv+Yq09Pi7gzBPHYOe+amzfUxXT2mC3WhBWFO6ekfgLQdNeJVHQIaLNxs3Y94wUP+NKeF12BEJhHXuB4lldDhta24kmSe/tdtp0keGx+hoLTQuYz3NuRgIqqhpZ33gfcl5mEg5WNw6or6z9faB1aV+M40LjahRFxVVLZuPr7yuw9psIPtZptyIUDkOSJB1CljI1eKG56vz6MUNAU4tB1Pgb1l4sNDO1tMT7nGhq7YIoCBAlQWelEADYDPhuWRLh9TjQ0tqlrU29Jc2s/TT+ge9Dgt+Fxha9hdL4TNIxjvM60dLWZZrBMHN8KT5avx05GYk/KS43eenqo6LZ1z295Jhmz8vdd9+NMWPGwOMhEcYPPECIUvHx5Otu//79qKmpwXvvvYeysjIIgoCvv/4aI0eOxPr162Nek/rse3p6EegkLwjyMEWOGyhes6c3CL/bidt+eRozTxKEpv643kAQYSWCLG1p68JH63foAtNUAJ1aEBEv9EtQ0OrDk/aYjxmV5AQvBpdoWp/Wr7Vf7UFYUXRm2W93HERNQ2vUi+/g4UbWpuraVmzbcwgzlq7E9CUr8MVXu/HcfRejND8Vq19fj9yMRFxxzkysfn0dMXE6LKhv6uCuSf5PYwvsBh8ce7EIevhQ5Eygy4D6VLmPBQqaifwt8u8izVpDxYjTHCgWWYXehG80T6qGs83Wj/5norE5bLLuPGo2Nlt7/AfSS+9uxtZdh6I2+jQu71xFbJSrqpKXrq6PMTY/Y9/pRg8AbZ09UaWBKa64hXNP0HYYU8COFE0ba57pRk/7xs/P/kP1A+5rX22SNdM6/dk4LiS/nPy8avWHuo0eAPtQNyJku3oCBuQw+QA2tsEMAa2qxHrRX/tjvb/oO6uptQsnTB4Mn9cZ5Y5QEY3vDoUVNLV0so8g4zqkufb6NpDnj3/PGjd6QI8g5se42bDRS5LIovz3HKhFuGnnT4/L/T8s/9PNfs2aNZg7dy6D6Ozbtw8WiwWyTF6Qzz//PABg8ODBWLSImJ6mT5+OIUOGoKamxvSafOpdVloCEpPTEW7cgc+evR7b3r2XHbds/mQdrpKakn697AT4PU7YrDIEgXzBupw2nDpzBHxuJ6wWCVaLhPKiDJw/fzKKcslmk5kaD5/HgauWEFgNNU/TnwHiv7rinBkYXpaN0vw0UA58vM8Jr9uBc+ZNwPb3V7Djrzxvpg6tm57shyCQ4hMFWUkMM1uaT1LyfF4nFpw4DovmTsTwQbnknnYrCrKTUFaYDkmM4DYprlUUBNQ2tuEvL32OtNw0VDe04tEXPkFnVy8mjyrG1Utn46tXb8GDT30Ap8OK1vYuNLd163CzxbmpsMgS3C47BEEw5QMIggCbRcagwgz4PA6cfzoxDaYn+2G1SCQLARE86OXnzGBzQ/GaFBeazpmc8zIjAYMUN2s0efaHRaZ/490FLkOFvOULp0Zdty+0a0aKHw0bH0Hl5w/qIC0jyrKx76MVUbhWI0K5ICsJcV6y3pafORXlRWTc2rTNdMb4MtSse6hflCvvLugPCztQLDLtGzHZknnLz0rSPQ8AWe/G52wgbTDOM+0PTZOk40SD5ZLiPUfUVzNcriSJ+PtdF+iOBUgGjRkWOT8rCWUFkVoSdN3+4tyZUQjZq5bMwvnzj2PHTh9XFrUGjKhp/rrLz+h/7Q0vy8bS0yfBaiElcTe98nv4PA6Wcvj3e5bj0d8vQZzXiWfvIxZRl8PK3DEXLJyiMz/PGF/G/sbPM99X4zPasPFhHP7iQea2EgTgmRUXoXnzo7p5nDiiMOpZad78KCo/u19XF2PWhEE48AlJMbz50pMBNfST43KPmfF/IomVenfCCSfgvffewzXXXIOHHnoIsiwjOTkZhw8fxqZNm/Dkk0+isrIS7733Xp/XP/f6v+KVD75FYP87qN63BX96eR3ueuJtCCA+KQADQmZKohiFmBRFAefNm4hXP/yaBVDlpMWjprGNfSH7PA50dQeYFuL3ONDNfUHzZuXS/DTsP1TP2iQKBCkZCIY5M28knYYPJORNoj6Pg2lX4bBCTGuqCotFJgExGlRDhcoitt0abtNht2gRySQ6fNvuQ1C44KSzTxmHW66Yh/KTbkJSvBe1WjoWEAl8gmaKNJq9jcKb6SUpYm62WWVIoohuLTJa4PCmRjStoNnK6RjS+Ifs9HjsP9TA0JtmGFIjcpXHeNL7UK2Gx9iy+ReMeFbBgGAlbU7wu1Fd38LWU0qiFzarBbUNrbpjFVWJQigD0PC6gSjNLTPFD1GSUNtAQDM88paKw27B1DElUQhZI8JUAKLOpVKcm4IfD9SxsaDtNY6pIABLTp2kex4oHpcG6A3kurKmFRv7QyLMSUU44zhRLHJvINTv88zfZyDj73LaENLgREYsMu824bG2Q0sydQhZh80Ch93KtGy/1wGv2xm1BszWXl9IbroO6bzywZZGN1RuRgJyMpJQmJMCr8uOB596P9JHhw1dPb2kOA83Pz2BEGsj/zwbn1G+TSPKsrFlZyVLZXTYLAiGFFYMTBZFOJ1WXUaFKAgoK0zHwcONbO0IAuDzOOF12XGwugnZafGoqKjAVRfM/UmhOinLnjkqZvzav593zIzPyzQt9e4Xv/gFMjMzsWbNGgDAffeRr7krr7wSALBp0yZW0tZisaCurg4pKSmm1+RxufNnkJQ50Z2Nd7/Yjj++8AkAsqCtsmTAVVrg8zgYMtPndkCWyPCEFSXKl6YoKp59cz2GctCZA9VNOjNTa3s3HBxGsqW9m13H7bTpTFa79lXD5bDhF1pgmqKZxewaepb0nZoZwTb6OK9TZxJt7+hBOKxgxbVnsOtYZAmrblrM0gPBmX8VRUVpQTpSE70oyUuFRfuCb2nrYi8Uivl86d3NuOtPb0NRgdrGNnhcNtg1LKmqpQ9dt3wOuy8vJ00dwrT3MYNzEc/VDVcUhRVb6Q2E0N0bZGlKZG5kUzSt3SbrxjCsKBBERFKetBeOGS7XiFylx/L3YdflMLZUjHhWHgFK27xswXE4XNei2zxqG9pQnJcSdawZQhkAzj5lHDwuG7MCUVzrodoWDCnOwFP3LI9C3lJZetpkU4SsEWGqguRim8nuilqoUJGgFQai7TWiXVUVeObN9SjNj+B6KcI3Fq7Y7Lqx+hMMhTF1bKlunGQNUkOxyANB4NL79DX+Pi6tbsLwgphYZP4DjMfaGhGyvYGQLh6lpa0b44blRbXBbO31heQGotHAgP5Dmp+fzzfvxKSRRfhgnZ5R0hMIYOqYEogmWOS7f70QgL7qI3lGA+wZ5dtU39TGzPgJfhdaO7p1ayWkKBg5KDcK69zU0oH2zh6WsivLElraupCflcT6KVg9Pzku9/+y/E81+7vuugurVq1CfX094uLiYLFYkJGRga+/JqkfgUAA8fHx8Hg8aG1tRXd3N0488USsXbsWK1euNA3QM8Xl9rZCsvmQkuhFTUMbHHYLgkGS8sLjKqFGaziCpn7/1IMka9CUvMxE7DvUwIK1REFASqIPNQ1k05AkEZkpcejuDTLQiVGcDivmTR+Of7yzacD3t8gEtrH/UAMaWzpQkJWEtu4A6hta8fDNi/HLO59nD3RPb1CjceXh9Y++Zdew2yx44rbzcP4Nf/uPxoIPbuMxvEY0LU1Pa2kj2RyJcW6IosBqh/eFBzUiVynGUxRFdh+qSRkxtmZ4Vv4+ZgGc+rEWARjWHhCVjtafWK0yoIJha3s5kM7ps0fiq+8rUF3XEoWQNSJMaX9CXP9oCV67VYYkiZFiSP2gXc37K0WNf6zrWmTZtD95mYkIhRWGmubTY41Y5L4QuKa43Bjjb0wTM2KRY/VzIOmM8T4X2jt7dG3g1zhde30huQE9XnYgYrdZMKQ4C5u37UNpfip27jN3hybGueGwW3G4trnfaxvbZBSa4gcQLZ4GKTNcbjAc8/1K10x2WhwqDhzAVct+Ws0+9YJnj4pmX/O3c49p9rw88cQTaG9vx9/+9jdMnjwZra2tOHz4MBoaSE3j7u5upKWlobW1FddfT1KM1q9fj56eHixevNj0mrzPvr6mklC8Au0479QJ+OS53wIgZquxQ/P1uFynDaIk4ul7lmOQlrYiCgKS473weZ2oXf8QBEEglDNNKHLViCylPr6stHh4DBhJ6nd8+t7lurSq8qIMTBhRiM+euwEAEOcjcQMZqXH464pLkJ9FEJJOuxW/vfQU7HgnkmtKATOCQPoye9IQ7KogKTSyJKIoJ4W1ieJa1z9/I2vThOEFUFQVV543i6Xx7a9qwKVnkvQmj8sOSRQxdFAe8rUv8lA4DLfDjjGDI/hQURRw4pShUchPq0WGw24l9D8BmDiyCBOGF+Dj1dcBICZDOoZXLZkVE8NrRNPecfXpOFNLKRQEYOV1Z2Hbv/7QLx7UiFwFIhhP/j78sTzG1gzParaeJIkUGJIlia0bghI1WXsmCOVhpVmYOKKQ+U7LizJ0xWdOmjKEYWt55K0gAPNmjMBXr96qa+OYIflRCFNRFJCZEo8xQ/N1P1O5ZNE0nDtvIpuf/tCuZs+DGZ411nXN+gMA82YMZ6jpiSMKdWNK8cV9IXD7wuXy4x/ndbF7lhfFxiKLooDZHOaZx9oaEbKTRxXp5nV4aTb2fnRvFC7XuPZo+2MhuQE9wtqIZs7m5gYg7pqe3iC+/n4/ALCN/rYrT0PthoexnLPAnDB5MLa+eTsqPlnJ5pKOoRHLy7dp9YrlzJJz1ZJZOLxuFX78aKWuEe88ebVuTRgtUrzQD9CbLz0ZSut+fPX9gZjHHg055rP/qW4eY1BuuOEG3H333QCIqey2227DY489hoaGBpSUlGDXrl04cOAAsrOzTc/npezkW7C/shYZaUloaO5gRUf40q082jIpzo2Glogvl0ZPC4IAJawvbFGYk4wDVY0MkWmGveRRkBQV2dbRA4ssERiIdkGbRYKNKzQRS06ZPgJTRhfi0Wc/xsFqQhLMSotHpfZv3o8IkA8Wt8uGnt4Q6zuPa6Vo17CiRCFMxw3Lx8bv9nFo3YjGTbUYM7gPn8rk9ziQGO+JFAbhzuf7zwt/TbpEaPqRzaKVTdW0HEUhqXwWSUJCnAsqiKmcH1Na2Y9CdYzIVX5u6DjxWqhFJrCT7t4gUhK8aO3ohkWWdHhW/lwewWrEIhtRu/yxxrXH435L86m2G0G/ypIIv9eJwuxkfPV9BcJalLPP40BZfjqq6ppxqKZZ10bj2qP9sVoktHX06NC09B58mWaKwO0L7Wp8TgCifUONvLyNGFhBm2xVVfHsyotwyS2r0d0TYOsoLzMRgWAIVbUtUWOalRYHm8WCU6YPw0NPf6i7Vn+4XLq+VDWCJmbrUPP9Tx1bijVf/sAQxWTtyfB7HKjjsm0EgRQSqmtq1x1rkSUMKc7ENxq9UhIFJMZ50NzWpcPl0jbpLCA2C2RJRGdXL1ljJu+UWGhgPl3O73Gio7sX4XAYhblpqKisg9tpQ3NbF2RJRHKCF7UNbcyiQLHIPNKXrlP+PjQmAiDjneB3o7mVRPG7nTb4PE5U1TazMaKoYBZror2TVBW6YkcAqdh33w1n4YrbngUAhDuqUVw2BN+/eSuOtlDNPu3C546KZl/913OOafa8KIqCK664Aunp6di9ezf27CGpLOeccw47RhAE3Hrrrdi8eTMA4Oqrr4YgCPD7/abX5H32P/x4ENUNbYAoY8yQXNxzbcT8w5duDSuEvQwA9c0d7OUIkMXtddlRkJUUhWr88UAdFEXpE1lq0/kdCSpy7sxhUWav3iDxSd7LmagcNosuMhcA3v/8O9x4/z+x6ORx7Hd0o/e47OxBpxYFwvVOxLhhEQ3c67bjz3eeD4D4D11OGxbOGRMVCLbxu30ACFq3MCcZqhpJmaPBP1dxvkSausTHKaQm+vDjgToAKpacPpkhb30eB/P3A9CBWwAwn76qEp8eRR33BkOsb8kJXl0gU01Dm64wCx1TIy7XiFwl/SFzc89viI+SvmxHD85FMBRmyNGwhiuO97l0eNaxQ/N1+FMtVpCZ8+M13zRF+JrhWunao0KxvLMmlKO6vgU9vUFI/BoUgJsuO4WhT31ae1wOK778bi9EQYhqo3Ht0f5MHVOqjaO+ElrIEK9AEbh9oV3HDy9gv/O6HXj7yatRlJ2i8/vSY6/WSjOriKybe558B53dvTqr2P5DDWzjMo5pZXUz6pva8fy/Nkauxbmc+sLlqmqkzDHd6C1yJDbG5bShrbObXYu2Kd7n0m309PjBxRnsWGpdSIhzs42ejmFDSzt+d8VcXZuMa49ep7O7F0nxnpjvlFhoYN78PrwsC8dPHoLkBB+mjC1FMBRGs+b+GjMkF4frWnSpnxSL3B9W2Ouysw8lgHyUy9y783BdC86fH4HyVNe3Ijc9IRKboUYCaz1arAQt5NUTCOHqP7wAgFQRFUS5z6DfoyHHNPufSMaPH4+vvvoKVqsVTqcToigiNTUVGzduhMNBJv7666/HSy+9hOrqavT29sLhcGDEiBF45ZVXkJqaGnVN3mcv+vJgzTuJ07DMxe20IaDxt6n2ymuxAKm6Nf/4Ufjj82sY+hEg2ldnVyAm9pJHQfI+wMQ4fZR2Vmo8IIAhKGWJaF8CiJ+eL1ihqsTv2tAcYZb3JX2hZQWB+P0yUuIwqjwHr3/4LcPtUt/jsysvwt1/fg87f6xiZTsdNgsCoTDzJfLRukU5KThY3cj8lk6HlQFYivPSsH1PleY3JXjT8sJ0tHZ0M4yw3Sajp5fCPQiGl+JNj0TomNY2tEXhcnnkKj83PHjJTEjBH1JgSBBUHZ6V+oyN1hXjeIuCYIprjSVR0BcQs/bbn22FoqrITo1HxeHGqPMEgcw930bj2pMlEcV5qWjv7EFldRNLsaIaV7zPiVYt6BOIIHDpuX2hXenc0efBziGgGa6YrZ8IbrkvHK/p+GhxNjTOxSKTXG+a3WGGyxUEQSseIwJQY44/GcO+M0v4caL9GYhE3jVaJgv6xjUbEb5ANMLamEkU1U6/Gx8//zuMOOn6KACSUfjYklhY4WGlWdi5rxqhUHjAcQOSSBDWZQVpLOMHIO6+6eNK8ac7lyF32q9Nz02Kc+PgmntM//afCNXs0y96/qho9of/vPiYZs/Lxo0bEQ6H0d3djcbGRtTX12Pbtm1YvXo1O6alpQUVFRWMitfd3Y3169fj/vvvN70m77Pfu209RFFAqGotPvjLLxny1qchb6koiso0y+njCHKV+q5pHui3r9+K6y8+GTarHpLy9p+u6RN7SfP3gQgqsnb9Q9j61h06jGpRbgq2vnk76jaswtDSbKYZ2u1WXH/xSShm0asqUhK92MNhSTNTSO5qnM+Je689A36Pg7UfANKSo1Gu9GdJJBz+H/ZWY9aEcgic5pgUR2BHoVAYO/dWwWaTWZGZnJxUHD9zNIqLItkI6do9n7zzfBZdLwgEmbn7/btRs+4hjBmcC1Ul+NOHb1kCQQBys5Lx1p+Jbzk/Kwk56YmI97mQHO9BWCEbC0UdU9xs8+ZHUbvhYaa5jh9OCpA8f38kaJOOqRGXa0Su8nNDMbx8/m/DxkdYNDd56avY+PLNOjwrLaVL1wHFs8ZC+JrhWo3H0jYcXvsAMzenJHgxsjwHcX43zl9wHMYNzcc/HiLoVD4GIc7rxOZ/3hLVRuPaCysqbrz4ZFaWNhSOlN0tyErCqbNGsngFIILA7QvtmpkapxHdwgAEzJpUjt5A0BwDO7wAo8pzIIqRks1hRUV6sh9XL41YjTJT4qKwyBRJDJXE4ez+iDAqVDXyPMfC5e77mBwrCiRPn17XbrOwD1+rRUJakh+fPEPiaOxWmaGOKbqZjtPcGSOw5PRJyMtKZMdevng6Pn3mekiiALvNwrDUKYlenDFnNMYNLdC1iV97Zusn1jvFiAam48JnBq1esRxFuSlYdNI4fLFhGwDo8L0UyU3HmGKR+8IKZ6T48ekz18Nhs7I2UT89AFy8aBqsFgmfP38jKj9/gN3r+MmDUbPuQYwZksfeBXTtnTtvAnwuG0aV58BuIxlS44YVYMyQXKihHiw6aRSOyb8nPwtc7pVXXonXX38dr732GsaMGcNwuVSCwSDOPPNM7Nu3D2+88Qby8vLw0UcfYebMmVHX4nG5f3jyfTz83GdQlSAS4/0YN6wAO36sQkVVYxRO0+sm2pqZUE1t/PACbPpun+7LnUbwUknwu3HytKFY/Toh/Bm1aqPFgIokCrjlF6eipr6VpQhSMaJFs9LiEQyFUcP5twCyUdY2tKInEEKi34XaRmJmNPaVFIeJxoWaIUzJ3wF6+gULJuNC7YVuROtOH1eKTzbuxJLTJkKSRHy4bjuq61phsUjM9BowXJ9qY33l5VPNR4c67u6Fy25Da0eE4iaJInweB9MeBQGI87nQyqU8Ujl+UjnWfbOHxW3QcYpC4EokOr/bQPiLaiOA4rxU7NpfoxtTM4mFRo11LPXRCgBESYQA8tFhtciszGkwFNaVEqaY5KbWDh1C1qw/Y4bkoqKqkZ1LuQqTRhZhw7c/wmqVdRQ9q0VGTkYC9lTURq1n6m+mGGTevx7rWIZbNuSPJ8S5dQRKszGlZaiNa7qv55kUnBKZi8LMEjOsJBPf7Tqk81UDWvR7Z49u7gpzkjVXlV6sFhl5mYnYtb+G8R4iMSL6PPj+EL5UjAjfmONiKEWdkqDnYgDAcaOL8cVXuwGQj2hFVfvG8prch44znbvS/FT8eCBSUc9ikWC3WnTFnCh2WFVUQCBYZzousyYMwvYfq1DT0EqsR9palCURwWAQX798A8qLc6LG5T8VqtlnXPzCUdHsq548+5hmz8tdd92FlJQUPPbYY+jq6sKNN5IIcYrLBSIb/Z49ezBkyBDk5eXBbrdj2LBhptfkcbkPPkGqvAUPfoJnV1yAUDgcqThneI76+uah+dhfbtkbtdj5jb6sIA0tbZ1soweizXKqCnDKs+64u//0L/zxhU8gG8rKGjfgyuqmqI0eIKVjHXYrbFaZbfQAebHwvt4jQZgCkY0eAA7XteDjDTui0LplBcQ8n5uRiFHluVj92jr2sDo187Fxoyf9VrTxiNyEakwRmpbKNFvaXiWsaKVo9dfiKwWqqpYjb7KpfrBuu26jB/QYT3qfUCjc70afmRIHURRYOh5pcez11Bfe1Az3S9ecCtIf+iKl40lfxvzGSDHJOoRsjP5s3lahO5fiVNd9sweKqupwraIowOex40etr8ZusMA+mb5aVDa1sY6lB/Bjoqiqrk30d0ahmxNBB+vxrQBxgUWJqgXk2Sy6Y3k5XNdCzNYmz4pxPdGNno/pmTA8H/F+F7cmVMRp1iGH3RLtklJh+kyaND3qnWI6LobUv9rGNqQn+3HzZfPY7+hGDxCkrxGLPBCkOM3npx9pO/fV6D7ag8GwbqMXNFSwoqVG0meUykcbdqClrROClnGvQ/v+F/zh/5d99j+b1LsXX3wRW7ZsgdVqZb74UCiEhQsX4osvvsCePXvw3HPPQRRFLFmyJOYXE2/GP7zxb2STU0MYVJCGx245F6Gwgpz0BIzjgoicDisDP/B4TSOGNF9DmFpkQnx7ZsVFKNbwoKIosEjTl1ZdBoD4N40Yz4wUPxo36U3DALDktInISInDa4/+AjabzOpl52YkmmJIeXMiDeL75ZJZ2P7OXcjNSGQBhqmJXtSse0hvIkyJxoUa+863l6QdEq3ivS++x9OvrUN+YRaKS3Pxz4+3oLOrFzMnDMIp04fhd5fPxd9e+QLFeamoqm1GMBTGqpsWozg3BVcvnc0qxw0qTMfhdasweXQxnA4bQuGID/KeXy9EZmoc4nwuWC0SUhP9Uajjho2PYMSgHFKAQxSi8MV0nJbNnxwTQ3rJWdN0GNKMlGgM6chBtEJhZK6oiZmO/6DCdIwbVoDqdWSM47xOZqKNhWut1lLXjG0yw/2aVdPj0agUpWtEM0dX1zPvT6z1VKAhcC9cSKxsoiggNdGHc+ZOQI123TivU29e18y7xbmpZO6S/NilpV7Jkogrz5sZ41hZh/uN1X7+XBqgB5BNg98D2zt7IEkinrr7Ql1fM1PjMH54Aeo2rEJpfhossoTkBC+r8EfTy7xuB/wegite94+b+1xPz668CIfXrcIyzt1hs1nxwzt/YGvC73GiMCcFkiTiydvPN23TkT6TscaFup/8HidDDl+1ZBa+eu02XH5uxBrKr62BYoWN96n64gHdfVISvVhy2iQcXrcKh9etwnGji3UfsBQVzGN4eSyy02HFrInlxJLF7ZnkA0LA6LNWDLgk978jAo7CZo9jm32UVFZWoru7G8uWLcPs2bPR0NCAQCDA/PGHDh3Cm2++icbGRgQCRAtTFAVPPvkk3n77bdNr8iVuExPiMbQkA6InC4GQgpoGoil09fRi3NBIdHq814XNWysiFxHIF+jw0ix9wY3KerR2dGPx3PEYXpaNNRt/wLSxJIo5NyMRX3y1ByV5qRg1hLz8enqDGMvdh5dASNFpImu+3Ilp4wZh6KBcdHb1orunFw67BZU1TZg5vgwzxkWyB+K9Lmzauh9Wi4xhXBsVVcUltz2HXftqMGvKcACEjLbgykcx6KSb2DHRwv3OoGUDwE0PvgpZkli0/f6qBiyZMxIVP1bi10tmwuW0YcOOQ3hjw25MHVuC73dXYcHxo7H7/bvx2TPXo7axDVPGlmLDt3uxfU8VAGDkoBw4rBJEEHMntTyEFQVjhuRhzJBcNLZ0QJYliCIQ7yYvVqssYdPW/egNBLHlhwNQFBWJfjd27qse8DhR+XTTTowZkms6PwDRZLbsrCSlhLXnVxCIlvT4C5/gwpufRlFuKjZu3YfhZTl48d2vABBrj+66JmP6n7aJfEiFWN/HDc3H5m37o/reX3/6Gqf9VQ2YOb4Mn23eBQDIy0iEz+PAhi17++wrvY8sSxAFwK6FuTgd1qjnLHKsqHtFmrXfuE5tVon5w5MTPFjzNOE2OO1WDC/NwvDSLKzZ+IPuCk0tnRg7NA+BYAhbdlbCYpFgkUWMKMvGu19sY9aSfdqzfvYp41CYndjnOCmqCqss4ovNRFO22yyorG5CR3dQN07jh+f32aa++to31st4rPmPVlmEVY688qOCEo/Cfeoa2zF74iA4rBLsFhE/Hqg1Ddyj42827zUNbZBEAX+4ZgE8LjuSEzwYWpIBtbcFQ4vTza01x6Rf+Vn57FevXo0ZM2Zg27ZtGDyY1DtXFAWzZs3Cqaeeiquuugq5ubno7OzEr371K2b254X32QPAC29vxFX3vIZ4v5ulmphJXz5WXqyyhHf/+is88/p6PPXaOvZ76gP0uR1o7+rRRX0PKc5kaWxEExWjcJYAos6l/qqc9ATUN7XrymRSv6ON84fR/HRZljB5TBk+3UCwmE67FYFgSBfRL3P+TWOuvNGfCETHJnhcdlhkCU2tnUhP9uNwXYvu+IUnjMLO/TVwO2zY/uNhnSkPIBphrPnwuu3o6g6w9kqiCEGI5GjzhDRe5s0YjjVf/qCLMI5VepOKsZSumS+9ODcFuzVzrMthQ2d3b1Sud3Qf+o8BGVqSia27DkX9nfddCyBFliprmvTHGNZrLGrfby89BXc98S/dObHKy5qNU3FuCvZU1EIFKXfb1hnNgZg8qghrv94T9XvqX6YMC2PfzI7Vx7dEMyNM/dgCLecrss26r7KvbpcdHRyDXRQitS/4uAJREJCc4I2KezA+d5IowGqV+3X3AAR//I+3N0bN00BLbtM2DDTmg8r4Efm46rzjIUsizrjq8QGdQ8cmUgsg2hVDakx06IiKsixp6Ywq2jp6WFwFvUacN0IP7CsGgY/jKc5Nxg/bv0Nx6U+bZ5996UsQbf+hz763CwefOPOYz54Xo8/+7LPPxsiRI9lGDwBjxozBJ598wvLrDxw4gJaWFt2Gzgvvs/f5fLj88ssBAaaV2Hgxe7DMyikGQmHMXLqSbfRUI6WLUgV05TWddis2bd0XuYAKKGHzFDKymUbOvfOXpwMADhxujKqHHSmzy/nUtP+HQmG20QOI+gqP8sWx/hIVzCzFrdvwoRFWFPayy0yJ05HdAOCf73+N73dX4cvv9qEkL1XHTOfvQS0s/PltHT269oUVhUUCs/ZHtRB4c82WqFQiOk7G0psA4HHZdG+vWL703Zwvnq4jVVV1cRAuh77/sXzGCX43awf1C0cJn2YnAIe0jT4lwRPpl6GdZmWXAeDeJ9+JXBaxYzNijdNubaMHYLrRiwKw/tsfAZCXPF/SV9XaOX5YfuR3AyyzC0T7iGPFQagqMZO/8sjlunPN5lIQwGpe0HPDigIHq/EQOVZRVdO4B+NzF1ZU3Uafm5EAQL8m6FJ58e1NbJyNfR2Iz76vvgGR68qGdfflt/tw9q+ewLnXPsl+159rWQBYGdus1DiDlYDcp6u7VxvDSHtCoTC6enoZIIyPBVBVaEhiLg4lRgyCJIlRbJOf3B0uHKX/fobys/HZm+Fy165di61bt2LkyJHYtGkT3n//fTidTiiKgjPOMOcj8z771tZWjD7+fKg9zUjwu3HRGcSnlprow2XnzMRuzZdIy2cCen9U7fpVDFRC5cyTx+Pbd+7F4OIsLFswmQEgqLR3duvS1xpbOvDVq7cCICk+44cXoHHTo9j5/r0a3S4CDgmrKviVcsMDr2i+QRumjC5mv6dlIus2rGL+TgC4euls7Hz/XlhkCSdNJUWAvG4Hqj5/gPneREGA1SJF+aYlScQfb1sCn8eBtCQ/AKJ9U1yrsczlH29dglytvOyV583EPx+OvGhFQcD9N5+Hb9+5F9++cy/e++uvmRZCe/f8A5cCICCZQQXpGKyl8MV5nfC5HbrymRkpfnz92q269sYqRWvmh2/Y+DAqP3tAl+o4Y3wZDn56f9Q4xPKlX3LWNEwcUcjGISPFj/ovH4HHZYfVIuGiM6fo/Kjnz58ESRLxN61sKkA+kkYOysE4rX0+NyHd8fcpzk3BFefOZKldqUl+7P+UuLUS/J6oNlH8stNhRXqyHxXasRT5/KQGT8pMjeszjqCvcTKWOuV9xiqAk6YOAwBMH1uKc06dhHFDI5v7oMIMvP74lew+/0mJ277ab7fJGKvdly/7umzBZN34pyb6sPS0SbrrThxRiJL8VN2xQOy4AeNzV5CVhGULJrP4HZoVwq8Ju5aKmpuZiGULJmMZV/L2SEsB9xfzMXFEIeq/fBg+j15D/cu9l+DL1yOY7Qlauip/H/rR7bRbkZLox44PVkASRZTkp2PMkMi8nnDcEEwcUYhBhelsTdAxTkvy4bKzZ2CIViRs7vThur5esmhaVIlb4xhLkogn7zgfXhd5//7q/NlQu+p+8hK3/5flZ43LXblyJa677rqov4uiiKysLFRUVPR5/buffBe3//FtRpWyWCTUN0VANH6vEy1tXaR8ps2CNgOYwojPBCKgGVEQcN6pE/HcWxuYVp+W5EOjVmUsEAyz4DEaUSpLkdKadNSpydzttMHjsqOxpQPBkMLwomZmPVrukzd1A8T8HQor6OkJAhoAQxZFpKfGsVKVZNyJFk/La1LUJRWaLihrm4iRNud0WFGUk4J9lfVo7+xBaqIXHpcde7SoZAHkq1yWJYTDCrxuB5paSeEVOua868Bus8AqS2jr7IEkCkhL9qO9o4fBfWKVkxVFEb19lAOlZkhZFlGSl4Zd+6qZVitJInzuSJqescQt7/agQtPJZFmEqpD57A2G4HPbWfQzLZoiaQVNLJqbQAX5kKHwE5oJoDMbiwKsFhlOuxVetx0HDjdCEMzN3rkZCaiqbYlYlLSAJr/Hhea2SEbCiLJsfPvDwZhrnLYh1jjZrDL8Hida2rtY3+g3KYPnyCLTrls7uqAqkXKsLqcNgUDo3yoxzJeTlSXye9ouQWtbTyAUVaKXL/sa7yPjQbRpWSsZ3BupECeRbJG2zh7dsUCkRC+dVzpHtDS0JIkIalp/vM+Fnt4gs8Dx5a2N7ojTZo7A259tZWNivA+Zj75L9NL+8df1uuzo7CHP6rMrL8JFNz+lA4DZrDJkSWLWqbzMJFZWmy97zKPEAXO0NV0HNG2W/puNcVcvmyvedUPLfPPwJbPnm8KR6LNz6VlT8PjTr+OqC0//SQvh5Fz+8lEx4x94/IxjZnxe+sPlXnDBBZg3bx48Hg/i4+ORk5MDp9OJyy+/HO+//77pNXlc7pMvfQ4ACNV8hcduORtOu41BcVxOG8M0BkNhFp1PN2KLLMHttOuuLYoC8wkqqorVb6zTmRar61vhtFvx+XM3wuWwMdoUlVBYQZzXjQnDCzkcL/lbZ1cvbrj4ZHz+3I2wWUklqGAozMzAvNmWlvtcPDeCzAXIQ9PVHcDkUcVI0czeIUWB12XDby85mR1ntehLfFpkCVM1kAoQMauFwgqmji1FYXYy+5vbZYPHacd3OyuRnU5SJNOS/bo84+K8VA3f6iRV6FojFdZo2tKcKUPY8T29QRynWS7Cioqq2ma20QPm5WQZApcbF2M5UFUlleGeuG0p+djhzNfhsKLzqfPXTYxzR230ggCGJQ2FFDidVsT5yEuhVfNLzps5nI2bLIkRNK12DfLSVHDytGHsuryZX1FUDC5KR1dPQGPaR4KoEvyRyHMAqNBqMiw/cwr8Hjvrb0t7p+44ano3W+PGsq9m49QbCKGhpZ25W0JhBU6HFV7OIuW0WyEKAqmkp6i4WcPAAqRE7L9bYpgvJxsKK3BwWixv/lWhL9HLl30lHxTk9/F+F5paO3Wm4VBYwVANsMUfC0RK9NJnBYiUclUUlW30ANDc1qkzV7e1d8OhYXhVVdVZdl//+FtdcK7xPryZP9ZcXX3+8Ug0rIm2zoj7654n39Ft9HabDEVRccFZ09nv6EYP6Mse042eInDNKtqpUHHrlaeyMaTlfOkYUz3OGKPR0t4NWZKiStwan2/js7Pu2x8hWDxYOk9vST3a8n859e5nj8t98cUX0dzcjBdffBGbNm1CV1cXLBYLtm/fjqKioqhr8rhc+/ArTO+bk5GAqppmAAR36nJY4fM4cbiuRVcSM18rN3skYrVIqF2/Cqdc8hA2frdPt2nkZSaipr6VPYR8cEqC340fPyRUvMypv0ZXdy9oyV1omhR9aPhyn2az57BZkJzgxQENocpbBeg6NJb4lCUJcV4n6pvb2TX9Hic8bruuzKXTbkV2egJ27qvGGXNG4+X3vsLM8WXYVVHDGAZJCR7kZyahsropKnCPSrzPpcuJt2ilLk+aMgTvfL6N/T7O50S75vvjy8mKItGeA32UA6V9i4U75bVqvsRtWUEadu6r5uqDi7DIEnp6guzlQ03CtH8CgHHDCvDld3shiSIUVYFFlnVo2qQ4DxacMApvf7aV1TMwiiRFACN5mYk4eLiRFFkSBSw8YTReenczO9bvdaCrO4iS/FTs3l+DQCDENNzRg3Px1fcVDIiUmuSDKAhRa5z2ZaDjxOZLlnDPbxbid6te05WF9XlIYKKqRlCuFCN8pCWG+XKysizCrhV8MZbozUmP11k5jqTsK3/dWMKX6O2rlGssuf6iE7Hlh0q8v/b7Po+j9xlIiV6+FDAf/OZ22tDe2XvEyGF+TK1WGYOLMrF150HtmbPD6bCykto2qwyfx4Hm1q4jRljTdtL3Dx1Tuvb455t/dhLjXKja9AxaDu/8SbRlqtnnXvHPo6LZVzy2cMCava4suyYpKSmoqSGALloM7sknn0RzczPGjRuHxx57DOXl5WaXiyk/e1zu6NGjcdNNN2HMmDFYu3YtUlJSEA6HsXbtWtNr8j77yo9uhyQKCOx/B3vevxNfvvQ7AMDI8lyMGpyLFdcvAkDyTTe+THJpaUlMr9uOr1+7FeVaGdp7NNPR3BnD2b2uWjIL370RmaTEODf78v/Xn66G1+3QBZTMmzGcFaCRJFGnnTS2dCBx/C/RrcEtslJJedzGjY9g8ugiDpdLrrP1zdtRs474NzPT4mHnLAjdvUG20QMABKBiDcGDJvjdUSU+PS476jaswpa37kRpfhqzRiTGubH1zdt15UwJPEarga29gJYtmIyTpgxlt2to6sAvzpmJt564CgBw1x3LkZZGgpYEgeQz7/0okjcvigKGlWRBkkQ0t3ezNgGA22k3LSdLEbhm5UDHDMnT9a3qiwd0JT9FUcDT9y7HRWdENE5a4paWWOXRugVZyTh33kT8qCFWAZAMC23NJMa54XHb8fLDhK8Q53Oycq1b37qD4UwXzx2HO69ZgG9fv00bC+Dvd1+Iys8fYNrmqbNGMgvCqPJcjNX8+2Re9KVA3/7TNahd/xA+f/YGFGQnk4JBv18CQRBY3MXvryRBnjPHl0WtcWPZV+M4AWSNX3zmNOaHJ3XOCRTmupUvo6s7oNv8Wtu7Gf6Uloj9d0sMezjrAS1jK0kiVl53FgYVZjB/dXpSHCvRS6/VV9lXr1t/XTo/9Fg6LmYlevkYm2GlWbrSzHzZV768dXlRBrLSE3Rzt+6F36Lys/t09zmSEr10neZnJQGIMPzf+wthyocVldSGAPDADWehefOjuPAMUir3Aa24zWmzRgAgbju+7PH4YQUYXZ7DxnT+CaNY9gIAXLpoGna9dzdrr7G0t9tpI6487TnjLTukpHahfkyd9qjn2/jsLDx+FNTOavzUIghH578jlfLyclRXV7P/tm2LKDwrVqzAAw88gEcffRSbN29GamoqZs+ejfb29j6uaNK3n1PqnRkud9GiRbBYLHjmmWfY8UVFRVi+fDmrcc+LMfVu9kWP4NtvvkJOQTkO17VGoT8BoiG5HDZU1bZElYk0Cq95lRdloLm1k2l3fIlbt5P433l/XV5mIppaOki0ueG6Po8DTrsVjS2dCARDcDkIdS6kpQPxSMnyogy0d/aguq6FEOI4n/WE4YX4dNNOdl2bTUa814XaxjZT3y8tWSqK0WlKdqsFfq8DNQ1tyMtMQmV1I/MTUj9tOKwgNdEHSRJ1pSwdNgsCwZAu7YrKlefOwN9eWcu0OiMql2qS9P8OmwVOhw2NLR2sbK1ZKVpaDpRqabFKhwrQKH2CgE7tWFoCtjcQQkKcG4drW3RtliURHrcDzZo1wuu260ra8vfh10GC343q+laoqgq/x4Gi3FQcrG5EbUObrhRtZXUT81cqigKrVYYgCJBEAZ3dAWSmxiE5wYtvth9gbaLWkdREL2q0sr6SKCA9JQ5J8R58s/0AG0O+RKwskXQqOi10DfRVYtU4poJANFGe1EY/WChilS/Ry5fDpeNvVmK4sytgmuqVnOBBU0unaSlmQB9fY7NIsFhk07KvVouEUCjyzNA2UtcLPy60DUW5qTh4uFGLI4i0KdZ9aMEaijmOLmctIyXJpysfa1w/KshzE6tEr8UiIScjEbs1PDMdf5tF1lkOVe33Fllilir6DuNTSo0iavETgWBY984DyMeUCrD2C9pA8fNBU1Od9tjPGV0T9DRabZSWfxYgaGREYNGJo/HU3ct+Mj841ezzr/wnRJur/xP6EKW3E/seWYjKykpdW202G2w2W9Txt956K15//XVs2bIl6m+qqiI9PR1XX3012+96e3uRkpKCe++9F5dccknUObHkZ5V6Z8TlKoqCF198Ec8++6zOH/Ljjz/i22+/Nb2mMfXum7XvQXSlw2KRYbXKrJzljAllzK/d0tbNviBp+UabRUaqpokAkRS7E4+L+Jq376lCUU7En018hTKOG12Mplbig+J9m/sPNcBqtWD5mVORrWm69AXZ2t6NaeNKMV3znXdqwXcuhw2qCh0EaPueKgwvzcKvlp3ANACABNx8umknJEnEDZqPvrc3hNL8NMzh2u11O7D63uUAiAYgSSIWnjA6KvOgJxBk/uVwOKxVCSPtDYUiATY2q6zb6AHCCxdFkRX0ychIZH/72ytrccvlp7KfQ2GFlRUFIi9Ti4YNzstMQrtWZpSWre2rHGiC3x2ZD5PSocNKs9DZHSCuEk1oCdibL5+r2+gTtejfgqxklHHpg5NHFevKf/JlU+nPyxYch8N1Lewl6HRY8c32CsydTsbUaY+UorVZZSiqSgKTLDI8Ljt6eoNYrGm/h2qa8d0PlboxpjEHbpcdokDM14lxHlRWN2HLjoPsHgBZe3SNh8L6DY2WrT2SMS0vykSiViiJRqUrioqLz5yKv/xhGYBIiV5jOdy+SgyX5EXG2O+NvHTrGkmN+OMnD9aVYqZrdv7sSIGU3mAYE0YUsvbzZV8DwbDumWlp62bxM8ZxAcizUtfYxoJsKdky1n0S/K6oUrRup0133d5gCAVZSX2uH2M5WWOJ3iduW4pWLhDTbiP3DHBmdXrL9CQ/SnJTIYkC4v1uZnmhG70xbRYg76WHbloMgHzQn6pZAQCSClyWnxopEwx9WWuAfETNnTZce84iwX50nvk1IYr6Usxupw0XLDgOGSlxbNze/GQrBGcKDhk+wn/OkpWVpduL7r777pjH7tmzB+np6cjLy8OiRYuwbx9J196/fz9qampw/PHHs2NtNhumTp2K9evXx7qcqfxPNfvs7Gw0NDTg8ccfR2ZmJs4++2y0tbWhqqoKiYmJ2Lt3LwoLC2Gz2XDZZZchMzMTd911F5qamvDXv/4VF1xwQdQ1zTT7Ld/vgcXuYTxmgOTAHje6iESAigJcDtuAykSeddIYvPjOZvM/IhpQw4skkuj23kAIJfmp2FdZD5fDhrrGNpZuc6i6SXc+hbgYxeWwIhhSUJKfil37aljgoCyLmD6uDH/+wwWsTKRFi4rnS4nSEqtupw1dPQGtIIjeN1uUm4Ke3iArfSoIkajkgcjc6cPw1iffDfj4voT6npPiPbDbLLo4glgy0NKhgL5U6EAkKd6DlrYuXWljvmwtX7inP9GUIF0pY+q/NcsI4c9TVbAYAUkUUVqQju93m4B6BAEuJ1nj8T4CNGJR51rZ2oGUKeXLOJcVpGHHj4cRDocR6zRiAZCjyuHGKjFM/ftmYhZbMLQkEwermxAOR7gPSfEe2KwyDtU0D6jsKxXjuGSnJaC2sZUE44XCyMtMxOG6FvYMxLqPWSlao1gtElQVMdePIESXk+XHn5boPRKRJBEpCV5cdNZU3PbIGzGPS4r3wGm3oobL4DGKy2FFQAsi5ssTmwn/TuRLLcuSyLIXaLlr+vfunoBp/86aMxJP3R393v9PhWn2v/wnpP9Qsw/3dmLfwwPX7N999110dXWhuLgYtbW1uPPOO7Fz505s374du3btwqRJk1BVVYX09Eia7sUXX4wDBw7EDFQ3k581LpeXxx57DA8//DBcLhfi4uLw4Ycfml6Tx+Xa7A5s21MNQZDw8d+vYUzr4yeVY1hpFp7WtFu71WJaJnL5GVMgCES783uduOmyU/DY75ewe9EcZF2OKJcr7HRYdT7ltKRImdGPnroOFkmEqr3sfB4ntr55O5o2P4o4nwuiKCA92Y8hJZm46MypLIcXAMYNzcehzx9A7fqH8Mnq65n2JooCinNSkOh3w6FpBlarDL/XiWuXz9GVHZ09mRIKVfzyvFlo3vwo6r+M8PrtNgtURWX+5WCQpE+de+p41neae8443FousCgKmH/8KPzlrgtZnEROegLOO3Ui68N9d12C5//2WwDkZTC0mIz/3+66gPlqPS477DYLnr3vYnz2HDk2PzOJxRGwMY9ZTta8dKgkiXhmxUXweyOBOLQEbGFOMs48cQwkSYQgCMjPSobbadMixS9kx7/+2JVRpY35n1MSvVH3eXblRbj4zKlMGwRIOt66538LCKS/i04ayxgKF585FcPLcnTHfvXKLRhVnoNlCyazmIO/33MBCnNScPFZ05l/VJZEfPXKLWxtpif7MaQ4E6PKc3DqrJG6XHpatvZIxpSWKA2Fw0iIi+T/r3vht1E508ZyuH2VGK7bsIqVZ01P9uOL58m8260yLj97OlsXXrcdGSl+fPbsDVg4ZwwGa7E1dI18/ervAUSXuDXL66b1Bvhxyc9KQmtHFy4+axprg6KouFgrndvXfYylaGdPHASn3YohWl0IQQA+e/aGPtePsZyscfxpfAV9xzRvfhSTRxXrakPQ+aCcBI+mwc+aQAK7EvxuXH/RiXDarUhO8LIo8qvOPwEbXr4FP3I1DT59NkIrFQTgo6euZXPFlycGyMfOlRor4pkVF8Fn8pwd/HQlunvJRp+S4I0qxVz/5cO6EtYA0LvzBTx840L8lHI0o/HpPsT2I5ONHgBOPPFELFiwAEOGDMGsWbMYCv7pp5/WtYsXkmp7ZMEBPyufvRGXGwgE4HK58Pvf/x4333wzamtrkZmZiTlz5qCpqQnr1q2Luhav2V/5h5fx0gffQuluRHJ6DhqaiWk9NdGLuqZ2fdnXGBhPIILtvGzxdIiCgMeeW8P+5nba0MvlEZuVSeWvKwCQZBEelx2tbV06jchulUlQXnMn8ylmpyegq7uXtZ1ew+d1oq2jGx6XnUU/UykrSMOhmia0d/Zq7ScaIC1zadTgSX56GKIgREXwup0200hlQRBgtxL/IEVmAmD+f9rnwuxk1Da2RWnMxnE5d94EPPvmBtPxt1okWDXfqCAIiPM5TcvWmkmsMp2xkLHGNVCUk4I9B2p1mhhANt7O7l59+dh+7pOW5IPTbkNFVT3TgkYMysa2XYdYbIZVliFKIp5deRFW/uVdbP6+gvWTlq1taG7XlbjlfexULLIEj8uOQYXpDGU7UIQs3/5YYwqAlSjlWQDU/cCvfzO0a2F2Mg7VNkeVVOVRtLHaUJCVhL2VJG0sOy0e3T1BNLZ2RBDDAuBx9V3i1viMGseFPvNOhxV2qwWCALR2dCPO40J9MwmMEgB4+iqlq7Wfplzyr1qzcRpIiVvatnifizE9AOCkqUPwzmfbGAuCisthRbzPjez0eI10SB5+VWu/22VHV0+AZUDQ8RMQuT8tQ82L3+tEV3dvZK5ivD9p+WLj+NN4Bvqz7h2p7WF891MSvTi47s/4/ruvMago23Rc/hOhmn3h1a8cFc3+x4cW/EfxBbNnz0ZhYSGuvfZaFBQU4JtvvsGIERFXyqmnngq/36/7IOhP/qeb/V133YVVq1ahvr4ecXFxsFgsyMjIwNdff82OGTduHFpaWtDZ2Yna2looioLy8nIMHjwYzz//fNQ1B5J6B0TMwoD54joS4WvW06jYIzWxleSloKm1k0F/MlPjIuV4TYQCJwBzt4HLSYKdvG7yEldUEuQkiiLquGA9ASTYx7hZjByUg2njSvDcW1+itqHN5A6cqdnwgjET+lFEIRm8TBtbgl37a1Ctle0dOSgH3+w4EH0RkPH1e8lmb/ZyMW58xvnoy83CnxMLZkOFD6D8d+9ztMVYw9woPGyGF0EglqUWrlYBcxEYgrPodfqqI2F8Hrgqt/2KRZZgt8nsQ5Xds4+P8VjXieUOiJorIQKxoULSOMOwSCQI0azmPRCpX/HvSF/vjb7WD//uopIU50Y9pxBQMfuopWl5oiDA53Wgpa3riN99NMaGzhWvQBzpXJmJUSGh8lOb8X8Om31vby8KCgpw8cUX43e/+x3S09NxzTXXMMBcIBBAcnLy/18Bev3hcgFiCtm9ezcWLVqEtLQ0FBQUYNu2bRgyZIjpNWOl3h34+C4AZCEeP6kc4zlUZEZKNIqTmsb49J98reQnFYo35dGutCwkRVlmGJCf1Ox9nobspGaq3IwkHbzDbKOn5kSnw4orzpmBps2PYoQBY1ucm4Li3BRcsOA4SJKI8cMKWF8fuGER5kwZitEc9pKgZ1ehebO+7O5xo4vw20vnYvvbEbzmTZeeouv7BQuO0yEzKd707/csZ4FTWWnxKM1PI0FGPic2vvJ7ZKQl4MTZY9i1Llw4Be/95VcASFrh6MG5AICR5TkslYeWGS3JS8W+j1YcUYnYIykdmpkah3PnTWDznpuZiPHD8uG0W5lpNd7nwkVnTmXXtcgSMpLj+i0HGquk55XnRUyefo8TqUnkPjnpCTqTP8W3jirXl6ldvWI5CnNSsPzMaezYaeNK0bz5UWx/+04AEVTz8LJs3bkEb+rH+afrEbLjhhb0WSKW4nOJVhwZf7PnwVgSlpaTvYQziRsR0JQ+ue4fN0OSRF2wrNGFREv98n+nJvGBlG6laF1+XJ6883y4nXbIsoT3//YbqKqK7LR4pCf7dSVvL9NcC2alsTNS/NjzAQnKyk6PZzhfMyT0QNYpX3Kbzit9VrxuB5aePgmDCtNZCe70ZD8uWzwdF59FUqH6tgABAABJREFUXDs5GQmwWiR8+uxv2RrZ99EKjByUg3PmTSSo7GQ/3E47rLKEX5w7i5Wh5gMT47xOLJ47XocNTuNceKlciiWdZ/pMAiSbiMcim70jmzY9igsWToEgCAyR27vn1Z/cjE/X3X/635HIb37zG3z22WfYv38/Nm7ciIULF6KtrQ1Lly6FIAi4+uqrcdddd+G1117D999/j/PPPx9OpxOLFy8+ovv8rHG5ADB48GAUFRVh8+bNqKqqQnFxMUKhEBYvXow77rij33tMXHwPvtq8ETmFg3GoplnbGElKCy3UwCMz+8LlCgKw5NRJePp1rQiOJOrMXwDREOZMGYIDVQ3Yua8agB756XRY0dnVa6pdxXldcDqsqKpp1uE/aRRtW0c3egMhnUnZiO00E6/bjraOHuRmJKClvRuKorC+e912+L0u1Da0amliLRqxS58mBsC0ShszV1tlJPhdOFzXamr2o+lWgwrT0dnVix8P1kVZEwBgyakTsHHrfuziUop4GVKSic+fvQEP/P193PH4W/pUqD5wuf1hSIGIRkLN41RiWQsmjynFp1/u0J1Lx4Rq0DyGlD8/Ai4i+NBAMKSllEXy1u02C6wWic0VdQGFQgpOmzkCb67ZAkVVkZrog6qqaGrt1AK8Iqmay8+Ygr+8/Lmuj+fNm4hn3lhPKHUxELKyLKKnN2RaEdFhJ+lgZghZGlwWCunHnyJwFdU89c4MzSwIAk6cMgQVVQ1obOlg61CSRKiqCkVRMWviIHy0fodu/LNS4wEBqKxu6hMNbFwTPC7X47KjuyfAXtyBYBgOuxVfPHcDXv3wa9z1xNuwWWRAC1rl72OzyjrAEV2bAqBZCcj8KFoaa19tYmMrCPC4iUlc0GbF+A7Jy0zE/kMNEEUBdqsFdptFN69G4SE+T9+zHFfe+Ry6ONeULEsYXZ6DH/ZVo6Orl82Lw26BKIgIhcMMHU6hX6kJXqgCUNvQpptn+kwChJgX0kA6RiwyvX5yvBcNzR3a80D6GTjwEZorNv2kqXclv371qGj2u+6fP2DNftGiRfj888/R0NCApKQkjB8/HnfccQcGDRoEIALV+dOf/qSD6vAF4wYiP2tcLgBMnjwZhw4dwoQJEzBy5Eg88cQTqKurwwknnGB6TR6X29bWhiGFqRBd6Rir1dy2WcmLe+yQSCobj8zkcbkJPjLpNK1EVaHzK4fDCoIGE5nHbUdrexd27yd1nO1cFbBQWIHH5dBVRbLIEqxWGapKcJ2Ha1sgah8RbJxUEkT35B3nAyAvHgq+MWI7qcR5nUiKJ4FTFLzR1NqJlrYuzDkuAsBp6+jB8NIsLk2M/J6midHUO7vNYlqO9ZQZw9i4BQKaW0FVMaggTXfcHVefjifvOB92mxU79lazlyAPOAGAZ97YgH2V9Ygl23Ydwu8ffh1/eflz2LRxoxILlzsQDCntI0BqbfPfoYFgGNPGlgIgmwD5ELSiifOZxsK1hg3pXKIAJPojxTwoPjSSUkYikwGSdnWKlqYHkE3XrllxXv/4W4Zqtlll1DW1cXjWCNvgX5/qsyEUhWCeqcRCyJbkpWHujGFRpmSKaubrr7u0+yqKClVRyRrX2mGzyToELmCeehcKk5QsPlU13u9CZ3cvKqoadK6kcFhh62fNBlIb3sdpnpU1TSjLJ+svFm7WbE3wuNyOLpJ7b7Na4NGw2eFwGJu27sffXiFAr95giD2n9D7xPhe8Ljuj37FxC4ZxzbIT2D3TknwsrbOvNtF++rykAJiiEIyw02GDJOmVpf2HGiBLAv7yh2XITk/Q5lX/ij95+nBM0dYydXMoiopn3liP9o5uttGnJfmQ4Hdh6+5DaG3vxjAtuBAAunuCGDs0l7VXUVWWvuf1ONlc8fN85Xkz2fkThhfExCIDQEZKPA5WN2lZSOSDNDHODUvm1P+vUu8GKv/4xz9w+PBhBAIBVFVV4ZVXXmEbPUA+em+99VZUV1ejp6cHn3322RFv9MD/B7jcyspKTJ06Ffv37ycNFgTce++9uPbaa02vaUQPWosWQlXDyC4YhKraFmbytlllFjjCIzN1uNysJOyrrGeacX9SVpCGPRW1EASBQEU8DvbSoPeJ5d+TJRFWi4zuXvLCv3rpbDz0tHnGgVlhCjNx2Cxw2K3o6OrRaaZ8Op/VIuvGYqBC/cP/rm+aardGzbM/oVqEqPnUbdYIRCQWLleHBo6BIeVRqMkJHgQCIbS0mwdeGSUp3o3mti42tzyu1Yh2jTUWAPmA4HOS/105fdZIjBtegBvueznyu9kj8dqH3wzofFkW4bCRmAQeWQpQgp41Ju7X6GuVRAGSJDELGNXgolLvtHvGWod8oFdiHBnvWAGapApe9PMMoM81caRikSUoCkk54+8zrDRLh7EFiDXC67ajubULORkJaGntihR66qNN/PoxxsaU5qeipqFNF2txJGKMvdAeLRYPIIkCEvxu1DW1647NyUiAoqioqW/tF5cbK8WSpt4Zschulw0dndEBwQCgBjvxy/NP+kkL4ZT+5rWjotnvvO/0Y4VweOkPl6uqKtPsZVnG888/j4kTJ+L666/HW2+9ZXpN3mdf39AIiycV4fotWP88CW4IhcOYNraElV8E9MhMHS731d+jvChD9/I6Z+545m96+t7lLOVHFAVkpMRjzJA8rFlNSEeDCtKZn47epyQvhR3PSyisoKsngLUv3AQALNoYIChOmuInSSJSk6KxnRNHFDJUJ9U2egJBTBtXyoAoNF5hmGbFAMgHSnlhBvMZ0/48u/IilBemMw2D+t+oXLJoGgCgODcVkuZjdDvt+Opf96Bh4yM6RKYgALs+uBd7P17JfleqaV7TxpbgQi4FS5JE3Pmbs9jP82eP1PmtLbKE/Kxk7PpwBRRVZdYL2iYzXG5fGFI6ZjwK9b7rz8KCOWNY22VJxLoXiJ9z9YrlWH7mVIwdkofXHyOlW5MTfUzzB4ivfcyQfEiSqMOQiqKAmRMH6ZClJXkpGDe0AKIoYuKIQsiSROh+3LzSec9Ki9cBUM44YTTzWw8uymB41uz0ePx4gABT7v3NGZAkEafNGsnOu2rJLF15XDOELE0R/eq129hcAcCc44Zg65u361CvdAz/fveFGMShXQFgcHGmDoFLx8GYesffk+FmXXYWpzKEe87uv2ERLlxwHPv5+EnlmMitkfKi6OfZiJs1WxNGtK7baYMgAJtfvpk9d6mJPvzwPqlh4fM4GJaXf298+gxJh+WtQ0NLs9hXcUFWMhadPI6hds3a5NbGlKKB3U4bx9KQsOX1W7HhxZuxcE4k9gWIpD7y7U9N9EIQwMapdv1DhJDHPdsTRhRiUEEGRg0mbcpKIzEGbz5xNQBg/vERaNFpM0dg65u3M+Qtjwam88HPc2lBKgMXUYSyGRZZFAWMH1aAcUPzGcTMYbNg5KAcHPj4LoRbfsRX35sH7h4tIcG5/31c7n9Dflapd0Zc7tatWzFs2DA89thjuPxyUi89HA7D5XKhsLAQ338fXViCT72raWjDsAX3IFj7LfKGzWBBb4MK0rC7opYrnBFBZvJ4yoLsJByoatQhNCmqtrK6UYftpGAJm83CtLM4rxNhzj/u9zrQ3kl8X+Q+QYYy7ekNoq6xnfh3AZ3fWJJExHmdGDs0HweqGrBrfw0UTXsFIgjK9s5e7Qtc0WkysiQyzb6vvifFudHQQsqOktSgABQ1UsqU1w7tNgvTXJwaDEUF2YxL89NwsLqRaRzG6FybRYbNJqOto4fU5q5vxXXLT8QNF5+km8vaxjZMP+9enHniWKxa/SF+e8nJJGjstXWsKIeiKCxdsD9cbiwMqRFvmp7s1xXw4TGkI8tzUHGoAcFQGJ1dvUwjjPM6WWGfyHz06NaIWYS4RSapZjStEBoelJ8bHjdLTfTU7wsVGFycgV1aIRxFVeGwWSAIArp6ArDIEmRZQl5mInb8eJiNUzAUBlTi95VEQYc1pmhaUuVR3968zESENa2OR72qGhrViLHlscJ87ENSnBvdvUE2V7H6Cm2+eI3PIhNLQawMENp+4/Pc35roL4qc4osZzlUgVjIjLjfB745CZcf7XRAFEQ1a2h4f1xELtxxrTCkEqTQ/DVaLjM3bqNUTSI73ormti707BEHQtHWVPft8hoU+I4FW4iT3cjltJB3TsC4pLreqtplZ0XiLDt9vn9uBQDCEOL8bh2ub2dwoWswF6So5PjXBC4tFxuH6Fl3chiQKKM5NwXdffoDSkdPx/Zu3xpyjf1eoZl927dHR7H9YeUyz14mqqvjFL36BV199FWvWrIHf7wcQweV2dpKXp90e0TokSYIoimhqMjcj8rjckhKCnpWTh2H+7OHsmB17q5l/E9AjM3nsZTAY1pjZEZ8SRdUasZ1Oh4WYbf0RTbO5rQuLTh6nu49Vu4/dZmEPR1tnN2rqWyHLIqzMFx8xUaqKgjPmjGGxAKGwoms/RVCeOWcM+zChPkpFUZHNFeHoq+/1zR2sPx1dvQRd6YhoabwZmG70PreD+d7sVhm3/fpM1Da0so2emDpJUBa9T28wxGImHHYLu+eeilqUzLkRJXNuxNTz7sGkRXehur4VJXmpuGrJLKQn+3HnH/8Fr9uBl1ZdjrFD83VcgFho174wpGZ4U55YaMSQ/vDjYTS1diIzNR4+rwMWmQSLTRwRiTam82FcIzTOYvSQXMycMIgdSy0Kqqoyvy+dG5vVokeLcmmi4bCCW66Yh8bmDvT0BpmGytdVv3b5ichJi2cbPf07iW0gCM6wouqyTiials88obL/UAOK81KiUK98Xy2WyPMydmi+KYa3oaVD57IwQ+uKosCyOuhGP3pwLoKhMHoDkY3eIov40+1Lde2nz1Es3KzZmqAbvcyhm1MTfbjvujPZ/NhtFtxz7RlsDmjRoghm2xKFyrbIEppaOnXWREVV2fjHwi3zY8ori2efMg7P3XcxJFFgGz1tT0NLO4aVRu7jddtxyxXzAJBn3+0k5a7DisI2ekkitRHCioIbLjmZBBaqKrxuB9xOG5Li3Trr5oHDjSjISkJ5YQYDRvHlwPkPk47uXgRCYdCSvnWN7ZBlEWkahIcGQwLE319Z08Q2ertNhqqquP/GRbjinGmAqvzkWvOxErc/kUyZMgXr1q2D3W4HKVkqISUlBVu2bIHD4UAgEIDTSQJTLBYLhg0bBr/fjw8//BBlZWXYsWNH1DV5zT4QDCFr1i1H1CY+qpaHd/DicpCoaYp1VFXytVtd34pgMDQg/19uRgIamjuigDUleammkeg8ntLjsiMQDOmip6lvnvjjA/hvTivTjEFgHMZI/IHI9RedhNNnj8TUc++Jih522C345rVbMe28e1nwj9VCSnz+8ONhHQ+cl4FiSAeCN6XCa0UJfjcEQUBHZzcsFi4GhJsPfo3w8SI9vQEEtYj1WFNFo7Kpz5tu4PQaFNTCFzmJJbxVgZ3LWYeM0peWSz7aBB3qVVHVqJgDOg5d3dHZJ7HEapF1fTXLKR+I0HGNhZs1WxNGXO6RSH9YXlmWYLcSMBQt/ET94LFwy2ZjOtB+9yXFuSnoCYRQVdPc77Maa/yJe09g5aAHglrmxVj8aiASbq/E5MnHYc1Tvzmi8wYiVLMvv/6No6LZb7/31GOaPS9ffPEFFEVBV1cXOjo60Nrait27d+OBB0i+6YMPPgibzQan04lAIIDNmzfjo48+QlFREXJzc02vyeNy6UCH2w7gwMd3RSEy9VhP8qXJ43Knjy+DIIAVjgBI3uu+j1dAFEX86bal8GkadHFuCmRZZF/69FgjTpfmW08fX8YsBgLIy3Xp6RPx5Us363zeKQlenD9/MvatuY/FAthtMsvvBYj2UV6YAVEU8cdbl8DncbD+iKKArLT4AfWdR6Oa4X4zU+JYvuyM8WUAiPma4kHTknw48OlKCIBpTjU912qVkRTv0WGFAZJj+/1bd2D723fg9cevJHnpvjhk5mYj3kcq99msMq5dPgcf/O3X2Lb7EMoK0zFUixSOhXbtD0NqxJvyfmAjhpRu9P948FLseOdONLd1YsoYfQwIPx/8GuHjRQ59Tta4w2bVjam+/cRPzKNFk7UYhUkji7B84RSMHZKPUFjRzRXvN33q7gsgSSKmj4vEFNBzxw8vYGhafp6ddiuuWDxDh/ulbXLarRgzJD8KDUxjDogp2cPGYUhx5oAwvHRdGjGq1eseYmuPzgfPgyBjaEFmajxO0jJHnHYrfnHOzKh5jrUm0pJ8GFWeg3kzR8LndiA92Y9BhYRDPv+E0fBppaqT4t04d94EfPrM9ew+dO3x9zF7dmaMK8XgInJsWpIPyQleFs8TC7dsNqZ0HGrWPci0XPq3GePLcPGZ03ScCTM08BfP34iq2mbYtEwhURBw168W4Iw5o1l/RFFAWX4aGjc9ysrjUhEEgvulZXYdNgsrXwyAlUMuyErC6XPGweN2IEl7h4qigKljSlD/5cOwWiRIWpuAyHvQ53EgOd6D7LQE2G0WOO1W/O6KuRAsLowenINj8u/Jz8pn//nnn2PUqFFYuXIlLrjgAl1pv9bWVrS3t2Pw4MGIi4vDSSedhMceeyzqWmY+e1VREO93a6bpI8NTCtBoatrfBCFCG+PpVIIA5KQn6sxQoihg1U2LsXnbfqx+fT37nZkGKYkCkuK9aGrtQGYqqU+/Y2+kfrNFlhDWUm9EQUBCnBv1TdH1jM3wtoIgYOzQPGz8bl+kDUI0wtRMjOPS1ziJUiR3OCPFjyotTcblsCGsKHo0KpebC4DFMABgH0EWWWIaHo8v/fipa+HzODDopJvh0nKzY7b/CDCkvDabmuhFbWM7JFHQUrBkpj27HDZ4XHY0tXYgEAwjN0M/7/x9jASzrLR4HK5tgaoqA9JYef+nJApITvAy0qCRbsf3jfrH504fjrc+2YKSvBTs2h8pZ0r/TqPcY2ny9B46jsARjumRHNsXRtWYxw+A+cf5GBKAQGaOBJeru68QKe9KLTMAecYT4zy65y7WuNGNS0cSRETrNrIb/t1xMt7HGBdiJP8JgoD0ZB97NqnccvlcNLd34U//+AyBIOEG0HlPTvAS/zzXHBowaLdZ0dbRbToOfBYT3w6/x4munkg+vxmdkFooGAtAAMLhEL5++UaUFx/9DZ9q9oNvODqa/ff3HNPsdfL4448jMTERjz32GJqbm3HCCSegvb0dEyZMYKX9Xn/9dSQmJsLv96OhoQGjR49GRUUFTj31VNNrmvnsSX6YqltQqsnPgN5fB5AAWuNDR4/lX+KqClRUNehevgKAWx99nW307IIQmP+aSlhRUdPQikAwjH2V9bqNHiA5sfRhUlTVdKMHELXRF+ckQxSATVv36dpg9o3nsFuYX5mKse+xXkAqAK/Tzq7Lv0w6u3t1L2JyvKp7ORCfJxnHUCgMWRJRkE3KByfFezBK+6Lv6g7g7j+9zV07stGbkqsMfe3r25ZvT01DG1RVZVYd3kze2d3L5gqInncgMk5GVGlldRPCioKcdFLy1+jes1r060/gnEJhRWUbvbG9/D2BiH/8rU+2AIBuo+f/TkPE+XHhxzEcVmCxSMwPKWinDHRMYz1nsY7l+xC1iaokfoVPX6V8eGP9ib7cpmZtUqFGcttVlY1PIMhDtQTcqJWO7q8/KvQf9HRtR9qob+C/O07G+/AbPXEzRc7Lz0qEKCBqoweA2x9/C29/8h0L7KMo6EAwjEM1+o0eIO8ZRVEZstvsg6etoweCQFwzxv6oagQ3Ipg4Po33czisUHtbkZUaF3Xs0RQBR8Fnjz4W3/9Q/qeb/b/+9S90dnbCYrGgu7sbBw4cgKqq6O7uRk0N8VsnJSVh2bJlAIBPPvkEGzduRHJysq6+Ly+61LsaUv9baa/Eltd/F4XINOIpJUnE3++6AH6PE26njaEoy7mKWtPHlWH3+4Tu1xcKVdQ09XBYxUurLgNAvobHDy9Aw8aHUb1ulc4USU3+zZsfxUgOgbt6xXJcsHAKZEnEuVrVOFkS8fDNi3XIyQhO04apY0pYG3IzkzBuWAG+/5cem2rEzYqigCdvPx/nnz6Z/UxN2TrkKm9yNmBInU5rVMWzWMcSTK/+WFYly+NEvN8Fq4X4qgWrHU/fQyoUJvjdyM9KYkF4malxzHVy+y9PN0W7DhRDyptdad9Tk3w6DCkQwdb27RqJ3feMFD++1NK5nHZz3C+PRqXzMWN8KewarMfvcaK8MF13bEZKNEb17xpHPDM1LmruMlL8A8KdXjD/OIwZTAIq/V6n6ZjyuF9+/CcMLxwwrpiuiVgY1fHDC9C4SW/Gv2rJLFR89iB2fxRJ60xP9kc9o/3hcps2PYrKzx9k6N2SvFQAZBN7+JYlxKWS6MPBw426Nhkx28Z5Nj6j9G/jhxf0i3Xua0xjPTs8BnlUeQ67hygKKMxOwbhhBbo1Mn5YAfu4q21sZzAit9PG3CbU1ZOWRNpPcb+/OHcmqr54QIcr5lN0H//9uVBVYOLoEqRxc9nW2Q1FjbAN2IekAHbu1LEl2PvJA1g8j7zz5hw3BIJkXjXuaMpAU+v6++/nKD9LXO5pp52Ga6+9FpMmTcLtt9+Oxx9/HDU1NUhNTUVqaiqSkpLwwQcf9Hv9QDAE39iroQa7kJKagrpGPu1FMOApSU1wHlka5yUBO7zwKE4ehUqxtUpYRVghFclUqFDCCiRJYqk6pEqdOTjEWEEPADKS/ailaWZqRBtOjHOjobkDeZlJOHiY1BIIc2ZWin21yCIuWDgFvYEQnnzxU9aG3kAIoiiiV0OYAnpXQUqCFz2BIJacNgkVhxqYhkilODcFPx6o05v4Y5g0SVW8ToM5kRS8+Xr7ATYfiqroAtqomBXaKchLx979h+G0W3HWyWPx91fWwu91oKUtYrqVRFLDvbsnukY6rQFvs8pITfThwOFG0OI3RrMiNRXT/rkdNgTD5Hr8+oEQ8elTM2xuRgIOHm7SuYFEQdRMr4puvCSNdub1ONDdE0BPb5BdJzM1DofrWhgamT46FLMahWfV3AeyVjCJR0Lz65a8nMjF6LxDAAuE5NcEYI61pSjX3IxEbNt1iPWVHkvRujTg0AxXzI8hgyLx7jMQLfbmy07Bpm0V+HDddpYiSq/R0dWjzZcLToetT1yuKAq6NfHMiuV4/PlPsGHLXt06EQUBAoPcqJCkSAEqiyzBYbNEYbb7m2c6NjQCnh7b3/so9pgSPDUtjqWCvLvatXZ1dgeifqZtjBkcCrB55scfIBbAYCiMUEhhbh76zNi1tM/ungCOn1SOD9Zt1xX8ATQoUmsn5+IQWKCpLEvo7gkgPcmHq88/Hr998FWEQmF4XDa0NlShftOTPykud+iNb0Ky/4dm/J5ObL173jEzPi/UdKWqKkKhEF544QUIggCLxYLUVPJlfcopp2DDBoKofffdd5GdnY20tLSY1+RxuRWVWlS7bMcJkyL4QUVblDo8pVXWIUsBsI1+5sTIuZU1TcjNIKlsPAqVYmspvMNhtyAYDMNqkXSpOmOH5mPVTYvZNXgZWpKJ8+dP0v2upqENc2eMgKrqzd5TRhcDALp7SKQz4bBHXtoA8Zl1dgdQ29CKp15dy9owdWwpnrpnOZwcwpSmNPE+9Nb2bnR29eLdz7dGtXV3RS1UqAwpTM8xk8aWjihTnc/tRH4WMdOTNB87zpgzBl3dgagX0K8vIJhR3sUQDpKXUFdPgKXutLR16wxoYUXFqPJcHeAn8jeFendQVdvCovLJGJEGHD9pMGu/KAArryOwn45ukg9uXD8luans+k4NsVxR1UhS/LRxosf+atkJOvgMa5NIWBLUVO1xk2OqalugKComjihi11FV4JYr5kXhWa0WibkPlmnriUdC8+tWVcnmSgud+DwOttGXF6br1gS9ztSxpbq+upw2OO1WfLezUveRRBG4A8EV03Hh07lczojVg1614nAjDh5uYB87CX4Xbvvlqbjlirns2MaWTowqz+nzPsY1cdtjb2HDlr0QBEG3pscNy8eYwbkoLUiDqgIue2SNB0NhjBte0Od9frXsBDhMngsVKm698lTdsf29j2KOqVXG3JnDCAFSO46W1aW4a/rziVMIKpt+bAARt40sCbjr12ew8T552nB2X14v6+4JIis1Xvv4Jes03k/GLBQKo1cLsPxy6z44bJYoZO/sSeUoL8pk96XFwBRFYecerm/F9fe9zJ7nzu4ABJv/J8flHku9+4nkj3/8Ix588EHGxJckCVlZWZg6dSqefPJJxMfHw+PxoLW1Fd3d3TjxxBOxdu1arFy5MmZpPx0uV3bCPngZQrXfInfodLZQ/F4nOjp7QLG2FFcJwFSzNApNGxkIChXQl5QkmmbANO3EqRUYGUgKCw1AslokuJ2Ex2/U7HPSE9DSFsFykvPs8Gn8akkiGmFYUSBLIpITvKhtaENYUZAU58Ep04fhqdfWsbEpyE7C3oMkFdFulSFJIvvy53GzACHz/aDFHSTGudHdE2DHGrHCTrsVPo8TSXFuDCvNwptrtqA3EGRFQ4pyU7F7fw1W3XQ23v5sKz5Yux2iCCgKqc63c2816ps7YLVIsMiSzo9vt8kIh1UEQ2FdUJSxTaX5qfjxQJ3GVRBx3umT8e6n36GmIeIjj55XSbd+KO7UapEQDEZevHzpWXqsRZZRmp+G3RURrGpinBuiKKC5tUuDpkTaBACpST4IAKrrW9nLVxAEDCnO1OFZLbKEotwU7PjxMNOqeCT0QNctxaU2tERqxWek+CGKIkOl0nmnZWz5vlIELq3b3heumB+XsoI07Npfw6BTAJnnL77aE9N6xFt/qLn8cF1Lv7hcY6CcUSaNLMS//nQ1ACBzyq/R1dPLrpWa5IMoCH3exyLLKMkn65eP+4j3OdHe2Wu6fvp6H5mOqXYfHm2cFOfBghNG4e3PtqKyuglJcR6cfvwoPP/WBnR09SIjxY+Tpw3Hky9+qrXHBUkS0dLWiWBIQX5WEoKhMMMi81YAI+63P5k+vgyffElqGBTnpaK7J0DeM2Glz9Q/SYxYYM6dOxarX34PV114+k+Kyx1+01tHRbPf8oe5xzR7XtasWYNly5Zh9erVeOCBB5CamoqKigrk5eWhu7sbaWlpaG1txfXXk1SX9evXo6enp8/SfkafvSQKULqq8fmzEZZ+TnoCxg7N1+MpnTaWKhXnJZMtCBHfLcWDyrKIMUPyolCoQARvaqy3TF/WiqqivbMHNesewu6P70dpQTo7ZuKIAlR98SAOa770rDQCFlq9YjkOr1uFC88gGFhKxKJ41lBYwejBuQzPWl6YzvyNf7hmPgDy4vnwaTKG+ZnJDHca4BCmT91zIba+dQcuXEgwpIvnjsPnX+2G027Fp88RZGmBpokDBA967ryJzGfM42ZFUUBmSjz79/03LMI5cyewn9NT4jBqcC7u1WAlWWlxyElPwPa9h3H85MHISouHxUI+JqwWmaFf43wuZGuBbXdctQAAUDIoH5cuJ6V3f3HOTJyr+fgA8lHmcTkY1jOF80WvvO4snD13AvP3Dy7KxBgtZagkLxX3/Hoh1r14E7tWYpxbh4j1uvV4U4/LrruPi9Pa504fHoVGrV3/ENasvg6FWhCioFkOtv3rDwwRO6gok6F/AaC2oZV9fFDNXlFUfPzUtTo8a1hRcOPFJJDsT7ctARDB0ZohfGdPLGdIYj5t7+l7l2PHu3dh+cJI2pXf69KhUlMSfXA5bExLmzt9ODuW3rMvXLERY0vTuQqyk3WgljnHkZLWT91zoS419aolpAzr7g9XsGNnjC/Dxpdv7vM+ZmvimRUXobwwg+Gmh5Vm6T6IcjMTdW2aOYD71K5/CJ8/ewOKclLYeVmpcZg7Y0TU+on1PuLfMWZjSu+z9a072LGL547DndcswLev38Z+VhSFWXDu/vVCHbirqbUT9U3tDFK1r7KeUSRFUcCsCeXs2NNmjsCik8cxn355UYYOykTRuvfdcBYaNj6CAq0QFwCceNxgbH3zdtSufwgNGx+OOveL528EQD5in7rnQtRtWAWAWDKV9sqfHJf7f1n+p5r9hRdeiI8//hjV1dXEXzJ0KD799FNMmjQJn332GWhpv8ceewwNDQ0oKSnBrl27cODAAWRnZ5tek0+9A4DZFz2Cb7/5ipW4BcjiddgsTKvjcaFG2ENmahyq61t1pTgBsskaU58oJpUvYSsAGDM0D5u27mcwE1kSEe9zo6ahlX3BZ6XFQxAE1Da0El96IAhFIX4sv9epi763WWTIckSrdrtsgEoiZAnRDVGWg/KiDGzfU4XcjER8+/qtuOnBV/D485+wv5O0Ije6eoLo7OplxXZSEnxobutEMBiGn0PCRpCrGiSGw80KmhqgguRK52Ul4avvK5ivkwrV0mwWCRYLAY7wyF6qlVJ/4VVLZuGFf21EHTcWfDldh92CeK8LVRzqlu8fEIkCdjqs6OkNQVEUOBxWWC0yK/0rCkBivBet7V1MG+NTmsi19ClxqgpYLBKbO1U1Ym1VHRrVYpFQkqfX7F0OK1xOO+ob24gfEyrs1ojG6vM40NoeKZ5C+qMiKc6DuqZ2XawBTRVMTfSiRrPihMMK0pNIHvih2haWbdCqWYhoLAlF09IAwlAorGsDsQy1RiF8aZuo5u0ylLHln7NYGFuLRUJmapwOUy0IgN1GNNyFJ4xCW2cvPt6wA+Gwgimji7Hhu726yo95mYkIBEOoqm3p8z60/Xw8Av/cULSrJIkozU/D/kPEfUDnIN5H6Iv93ac0P01neREEATarTMiMHB5XFEnZWF6uOGcG/vjCJ6yNFCsMCLpjjbEMp0wbiiljSvDosx/jYHUTK4vt8zjQ0NwBj8uOzm4SUX/c6GKcM28Smts6seqp91HT0AqPy453/nwNjlt8N4xSXpSB3Rqym6Kaad9peV2KarZaZHT3BGKnEWrrXFUJf+Ca84/HdStJASen3Qq7zYKm1k5ctmgqHn7gXpSOO+UnxeWOuPlfR0Wz//bOU45p9rz89a9/RUVFBXp7e1FdXY3ly5dDURTExZH0Clrab/PmzQCAq6++GoIgMKyumfCpdz6fD9+sfU9X4hYgL6PpGhQGIL5d6lczbpK9gRBDbdK/O+xWZKfHR6VbBUMKJo8qRkleJKYgKd4Dh83KruW0W7FswXGauS3yAFRWN6E4LyXiS1ciHwF0o1+2YDIcNgt6gyGWlgYQlCj1LwdDiqkbIKBtWhVVDXj2zQ26EroAkJ7kR31TBGFKTfJzpgzFc/dfBptVZhs9EEGu3nLFvCjcrN0m65jxX27ZC4rL9LiI5nPilCEo1LSd3mCYaZYU2WuzyKwf1Ff/ygdfs43e6bDB43bozICBQChqoxcEAQ/fvBhOu5Vpaaz0pqbpeF0OtLR14RTNv6moQENzOwZxlpfs9Hj2b1UlufZUwgohnT11z3I4beZYWyMa9YnblqK2oZVtALkZCejsDqC+iWzMSfEeqCpQwhWhmT87UsxGUVSkJ/nhsFlQr/HWPZw1IbI5kLVL12pRXioqa5pZDAXlH0wdE4HuUDTt+GEFSIr36NIHW9u7MWlkoSnC12m36kzsnd0BXbYB/5zFwtg+dc/yKEx1aoKPMRjqGttx8HADu+fh+hYoYQWnzhzB7rP/UAMr69zXfRzccwZEP/sUG/zUPcsRCoXR1tHNcu4Bog0P0jTpWPeZc9xgVNe36FJPVZVs8r/T4gzosZecFR1b8vjza3RlJSlW2HisMZZhd0UtbnzgFcyZQiwiwWAYYUXBufOIha2zqxfXaGuyJC8VIwfnojAnGZL2Xmjv7GF4bMnwrti+pwqKquDBm85mqGZ6jKqqjI2RkRKHzu7eqJTYq5fOwsM3L2Z9t8jk+fZ7nbjxgVfYcT6PA22d5MOqoaUdgsV5xNS9I5Vj0fg/kcyZMwfbt2/HoUOkTjrVTD744APMnj0b119/PV566SVUV1ejt7cXDocDI0aMwCuvvMIC+Ixirtl/zUrcAmBmR4o3pYCIvnx3VPweJytDayz/CZDNvaWN+FztNgsS/C588LffoPzkmyHLpMhHLLSpRRYhCCIkKaLZA5HIbrvNAlmW0NnVw/x7VIxQkf7k38WQUuFxrXarRYebzUlPQGtHN+PjOx1WuB021DW1k7+1d2ubDEHGWi0ykhM8OFTT3G/J3Hgfqb++4rqzcP9T76PWRIs3ilVzCfAv6giyFLBY5JhzQu/ZEwiyD6HstATUNrayc2hhElUlnPHunsg8GNG0FIUqCELMF5coEJPxvsoG87+LApLiPGhq7ey3xCgVh01Gd2+IxWY0t3aiuzcIWRJRnJeqFXcyrzfBS3FuCrp7g6htaItC+MZqK13H/HMWC2MrSRKyUuNMMdXkuP5xsEBkfvu6jyzpNftY1xFFMWabnHYLunqCMe9DrR78HTJS4lDb0MqKWRlxubIkRWn4RqGWJnpsf0V8BiKJcR48dPM5WHrtkywWg45hcW4Ktu2uAkDWtM9DMl8EAX0+O2Zit1mIRUMUYpb8jiVJcW4cXHPPEZ0zEKGa/cjfHR3N/ps7jmn2OgmHw+jt7YUsy/B4PPB4CPaxu5t8zbW0tDDNn/5+/fr1uP/++2Nek8fl2h1ObN9bqytxW5CVhOz0eAzmi1IoKi5fPAOjynOwbMFkFlGbn5UEn8eBq5bMZscGgiFcdvZ01K5/CN++cTt8mg+MyuuPXYm6DaswqjyHpTc1tZJNTxZFXHzmVJYTa7fK7CswMyUOY4bkM186jWwXRQFP37scl5w1DcNLs9HdE4Df62QaGz13eClxa/AY0nUv/Jb5w6hmmZLkw/OPXIXP/3kHAKKNXX72dIiCAIfdyvojCgImjijA8NIshgelxSsAPa7ViJu94+rTcSYrEUvKXO7S8p7/cM18LJgzGoMK03H/jeTrnpYTBkgwj99LcsCbNz/K8sGpsMpscS40NLYx/3JBVhJOmT0Gp504HuWlERfPnOMG4+CnK3WFUwSQ9MNFJ43F2KEFCIUVXZlUu80Cm9WCwSVZKMpNQVdPgEU/52clobWjC5cumq5bP5edPR0HP13JPriisLYGNGrVFw/oUMECiBVk0UljMX54IWaMHwSn3YrhZdn48qXfAQBOm0W019yMRMyZMgS5mYm45KzpTHM679QJbCzKCtIwblg+Hr9tKQRtcwOAv919Aba+dQey0rSMEkXFjRefjK1v3q5bT7HQtJmp8dj65u1RWFv67FBfOn12rjx3lm6cLjlrGhsXM4xtzboHozDVq1csR8PGRwAAvzxvFho2PsJ+FgTia+ex1E67FaM1LkCs+9ASq/Q5K8hK0rWfXucX585kbQJIIODeNfdpYxGH/WtW9nmf6nUPQuTmGSCa9IUma4K+N/jg9Rnjy1CSl4orzyX4X5q/bzyWxjIUa1kS/LgApGT1xWdOZRa0q5bMYmN41ZJZWDhnDE6dNRLjhxdClMi7YOl8Er+Tk5HIskBoX3e9dzcOfrqSQXhSEryMKcCXuKWobDrGxXlpKC/KhNftQHkRiSFZctpE3fFm8/HEredA6WnCopMipXZ/CjkWjf9fFIvFgokTJ+Kzzz4DAASDQZx55pnYt28f3njjDeTl5eGjjz7CzJkzTc83w+WGGncio3gMahvbWe688UuYRujz2hbVIvhys/TYzu5eyGJ0mU2KH6XaLgCtOA1pE42iN9PEeWQmr+EK0PzBgqCL6u7vS37s0Dxs3rY/om1o13Q6bCjMTcXWH/TBLsZrDinOwI691ZBEUuqUx18C5shPRVEx57jBOFzXiq27CNQoNdGLyxZPx+8ffqPP9uraIhCm/8HqRpabDQCleanYub+G+eoLspKxt7KOWT9oXnl/khjnRmt7N9OMjbnARqFrgfrC/R4nWtojDAa/14nWtq4BFUGKhSuePq4Um7ftR0dXrwZBScbeynotjzmi0VLGglFoRPqwkix8p409QCwr1CohSyIsFklnfchI8aOrO6BjSlBuhCyJumMFAD6vE23t3RFcqyRCADGD02eFtsU4Tv1hbIGIC4Kup9NnjUR6ih+PPbdGY6c7oSoqu+6E4QXYe7AOjS0dURkpZsLHNtBxjbAp9Gva73WiraM7qk3831sMLI7+RABgMzz/tBS1zWphFkde+HVtdqzZvI4ZkouKqkbUN7UjLckHp92Giqp6hLV+OmxWtHZ0E3CVQN5z3b00VkhEnM+NusY2CAJ0lkRBIMhw4xoANOIiF99y/KRyrPtmD8v1b27rirLO+D0OtGhxEAtOGIVX3v86aj48Lhva2jrx9T9/WlzuqN+/Dfk/1OxDPZ34+raTj2n2vPzxj3/E0KFDmSZeXFyMUCjEfPZ0o9+zZw+GDBmCvLw82O12DBs2LOY1TUvcJpSiVgPq0Bea8UVgxFUCgN1qgSQJ8Hki0aLUJ8MHLfHSq/3O67Ez6wHd6Hl/Dn3QKQmOtiGsme/4lqggeNMezlzW10ZPy+hWVDUwnyIAJMZ7UFaUAafdim3aRi8IYBHSxmtu210FWRJZPrARBmR0e9Dz3/vie7bRA+Sjy2yjl7V2ThweKQ/rdtrgsMlQVJW5SPhNeKdWEZD66vdW1gEARpSRHHLjRk9LpBqloblDZwLvL92RD4gDSJ40L0ZTLS92qx5BDBVQTEz4n2zcyXDHiqJid0Ut+yCgGxJtu4BIsSEqdD3yG70gQFc1LRRWdBsCQHL4jfAoikI1HquC+Ht1uNZwpFwq/ShW2fHR4wRE+4HpSfwapP9+7aNv8Nhza9jvmls7dR8QG7bsRWNrBys0AxB2QCzhmQ/0kaf3Mq5pI9/C7L0RS0QBOu4DOweRGBr+OuRS5tdT+ZLXJseazevmbRUs3qe6vhV7K+vYOg8Ewyx1LhRWEAyR2I0xQ/MggMT+1GkwL1XVY3hVFejqjl4DdK3yx36wbjsLJKZrzDhkdKMHgFfe/xqAyXyoAITYILZj0r/8z1PvZs6ciWAwiM7OTuzbR/jtJ598MkKhEBYuXIgvvvgCe/bswXPPPQdRFLFkyZI+v5bMcLm06l0E/RjB2gJE81k2fzKGl2Xj/PkRM/6f7liK/KxkLD5lAju2JC8V+z5agZGDcrD09EkEFSkQzTA92Y/Lz5kBAHjghkVQFAVWi4R1/7iZnWvEeNLgM4q9pFW+zDCYKVrFtqR4DyaOKIyJy52gmdweuGGR7mW04rqz8NT9v8DbT/8Wb/7tBgDAiLIc7PvoXpKGlODVgXEyU+MwqjwXF2qpV7EwsEa8ab5mRgbIBvXnO86HRZYwf/ZITBpZiPKiDIwfXoCN/ySm+y5tkxJFAX+8dQmWnDYZE0cUolQLTuNxxWaoWoC8ME6ePQZulx0OLSgs3ufCsvmT2TjxVeGMlfjoSyTO58SKa8+A1+1AapIfQ0uzMGJQNjJTSYBecrwXPo+DYYX59cPPB5VnVlyEpadPZveh2Ncak2NnjC/DJWdNw8QRhZqJVoAoCtj0yu9Ru+FhFpT56C3nQAXwzH2XsP6UF6Zj6emTcFhDrg4qTCdY27Wr4HHZGX45PysJ58+fzKr4idq6vXppxFWVmUrM+CMH5eieB9rXK86ZYVrJkT82PdlvOk7nz58ESRLx1N0XmqKNKTLa73GyZzQlkVR+NGs/ve6V587CB3//NWtTX1hk+je+r8b28/P67MqLEEuoZk3vQ1Pv6H1qONM2j8c9bnRxFC63bsMqhi+mMmN8GYpzU9h7Jdaxscbl6qWzTd97U8YU644FSLDc5q37dZ8bkhi9RcwYX4ba9atMcdH9rWmLVnvk8duXYffH96MoN0XnJh05KIe1l5+PldcthBpow1NvbIw5F0dD/i+b8f+nm73X68Wrr76KcDgMr9eLzMxMCIKAmpoaHDp0CG+++SYaGxsRCJAvQ0VR8OSTT+Ltt9+OeU2zErdUAsEQtuyshCyLui/ueK8LX27Zhy07KzFzfBn7HBcFAVPGlODL7yIITZ/Hya5TVduMYCiEpHgvhpdlw+dxYOPW/QCAv7+6Frv212DhnLH4ensFO1cnAtBXOJogAMNLs/Dxlz8AGnoXANo7ujF2aB6sFhlDS7K04DAVWanx6O4NoKKqUdcGKpII5Ca5kJvkgt9Opp6mxwwvzSLBVtzHQVNLJ8YOjeR5E+HaK0TayH/NV1Q1sPSkvIxE3P3k2yjOTUVVXSvCioqqmmaMGZKHoKbdNGom6dyMRHz85Q/4ZOMPGF6Wje17SEDQCK5scLzXhU3aGPOyv6oBi2YPhyyJkDQNuKW9C4+/8AkuvPlplOanMi0nNyMRH23YgTUbf8Awzb9PP4pI4BAZG0VRsH13FQqzk9nfD9e1YNzQfGzeFmkDbZPVImMYNxaCAFz8u6fw139+jvrmNt2YGo+l8ummnRg5KBvf7DgARSFpdUXZSbDKIqZqbIWOLvI8JMW5WX8aWzvR2R3AP979CgBQ19SOwSXZqG3pQntnD9sUKqoaMHN8GWaMK2Pzw69b2sZR5TlRz0Os8VdVNerYiqoG03H6+vsDGF6ahTUbf9Bdw2yt0dvWNbaTa5u0P1abBrJOB9rXKWNKWPwLjcUAyEfImqevi7qPKAjo7A6gpr4NF978NIpyU7Fx6z621sKKggOHGzGGyxAC9O8nXqaPK8PmrRV9HtvXuJi993b8eBiDCoklpLwoU0P/Wlksx/DSLDyzYjk+f+4GjCjLRmFOMvoT+h4xW9N0jAGSnnfG7OFI8towdWyprkiXRZZYe43v4v9Gnv2xaPz/goTDYbz88stYvHgxFi5ciJdeegmKomDWrFk49dRTcdVVVyE3NxednZ341a9+hRtvvNH0OgMpcStAXxYSiPjuctMTUKEVuxgoaUwUBQwqSMf3e6r69RXarLLOV8fniZuVouVLb/LidtnR0dmj8zVHaFrmVDCrRcKU0SXYub+aMQcEAf+PvfeOs6K6//9fM3N7v3d778suS1mWDiLdjr2LYgG70ZjEHnvFjpoYTbEQS6KJmtgrKqigohRBOizL9l5un/n9ceace2bu3N1FMcnn+/P9eJC4u1POnDlnZs67PF/wOEmJi9F1+lSm9mByuEYyqTSGTuOj+titke7AmMp8rNuyN+n4GYFkWVFeDpSaXnI41X078dAJeOntL1Nej96I7rbEsvk9Thv61BplavQ67TYzc6fyHAY+bu7zONDbR/rb6N5SFr+gZmgLIA/SuCwjHInB5bDCajHDJIloVmOq/GH4+zCtrgKrvt6a1E8kNJQ6i5rG1vUSvfy1svMJxnK+eVk+NLV2a+cZyGq6Xh1/vPk8DgwEw4ayqbx0Mx8H5q95KIlYSqPTt3+wa6XxcY/LjvaufvLcGKL8i+YrGEm38qaPwxvl6wDJuTFGOQcAGZeRWFzzfEm6V2qfluZnYMfeRHWByUS8gn0DYcTjMpx2C9xOG5raelCcl4ZwJKZRXNTreIiioNbMw7B/+GsVBAEWs4TK4mwU5ATw7eY9rFJKADB9fAU+/WqrRusiO92Dvdu+Rln1RGx+47aUffpDjcbsJ9365gGJ2a++8fCfY/a8/f73v0dlZSWIKI0JCxcuRFFRERwOsgKeOHEiPvzwQ1Zfv3v3bnR1dWlK6/Q2HIlbBckxWjofdnGqVm2dQ7/oARJf2qCuQgdPmktIQtKVFn3RF+elGUrR0g8EvZnU1askiSzuL8sKBAhJzHVqkWgc7332HfweB2OUKwrQ3Wf8oid/T85loJaQY1XYttRYPE/9f/5FD4AJshTlpTFX/Pqte+FyWOFx2TTb6uV8ZTmR28AbfVAHvE7mdueNfnHTF73VYkqKqQpIjidHonFN2V5Pfyhl7NZhs2CUGnaIq6V9PrcdQU5QhLRDgMtpTVoFeFw2JttKa/RjcRkDoQgrceobCKO9qw8tHcRbQEtJqcuTb5v+RU/7abAXPXFFJrbVW5JcqXr/9ds2NHclzzMAe5vJi14v80xj0Uayqbx0Mx8HpibLQ0vE0vPxMfuhrpUcFyooSdHkgOjHDp0PiZW5wrLl9ds67BbNF1qqfB0gOY/AKOcAIOMySUpa1w+0T/kXPQDEYjJ6+oJ48LqFAAgj4aolRwAg+g78ix6gErfJeQQWs5Q0pt1Oq6ahXpcNK5Zfg5L8dLyxYp1GclcBsFIds7yoVVNbD0y+crR1JVgfP9v+2X89Zp8Kl/vpp59i3bp1qKurw+rVq/H222/D4XBAlmWcdFJqNvJwJW75GJPDbmHyjQBBftIYk8Vs0siXUkiIKAr4y13nYfHJMzG1tgyjK6lLjDzol9+7JCkelZPhYyVXf7h1EbxuBzLV8qI0nxuTxpRi7aukBIpK0bZ9sQynL5gKQSC/o3H5m39xHADgj3ecgxNUPOXlZ83D+DGlOHgKAewU5KbhnBMOYuU3xfkENbt1dwtWqlhKGtfTlx3Sv51z/EFJcrhAQo512rhyFjvM5WKhDrsFC2aPTXmf4nEZq//+W3zzyi0oUQEovzhzHnZ9eB9OPnyS5jx8WRW9d/rcBrqtz+2A3WZGZsDNPqiW37sE40aXwqGiTk0mCeNGFqJp5UNoUo9L7dl7l6Dt82VJ8sPfvnoLAFVJz27RSBnzuNn7rjkNU9T/fviGMyArwFP3LMFatbQtze/CjveWou2LZdj89j0MXyqqx735suPwzWuJMUBL4DrXPMqupyAngHNOOAgdq8l9ffyWs1BakImFx0zDvpUPwySJmFpL2vDANUS8JzPgxtyp1ZAkEU/fs5hdX2FOAGefMAOTxiaSJGdPrjKUiGX5ITrp2eHKvDrU3JLaajKv+HIuOtZaPnsYDZ88oInZCwJB9/L3g8+3oOcZTEo3L8uH3R/eB5/bgWxunKa6Vv64fHzczpXEZnOlqKnmQ/sXj2LWpBHwcB8Jfo8DJx02MUlmd7Axzfd/ti7nwEh2Wn+v9OM03efCyLJcWMwmpPlcqBtZBJMkYeuuBogCyRXZrYYDSwsyNICpVHkEbV8sw75PHoTXpZ07ez66X3OtTocVI0qy8fQ9i1kM/z61tNVus+DppecDIAqjNN6/+/07ocRCKRNuD5T97Mb/iWwwXO5RRx2Fq666KmkfURRRUFCAXbt2DXn8VBK3AsDkQM2qaAnvDuPlJ+l/C4KWsGU2SfC67ejsGWArOFkhme0UN0tXxXR143HaIIgiutVVrgACdIlEY7CaTQw7G4nGIYkCTCZJA6ywWkxI97mwr7UL2eleNLZ2w66K58iygqqSbOxp6kQ4EmWutGPnjsPXm/ZodLhpGV84EmNyreFIDAGvE509/awfeClXvRwuhcVA10/UU8Ef1yi0YbeaMaoyD78573A8/My7WPn1NogCKfeisB6AuLTNJhFNqhKbsTyxsWyqHn/KW16mD+/85ddI8zmRPf2Xg44jSRSQle7FvpYuWNSyIjp+9LjZorw0dPcOoKsnyEIsDrsF8XjCBR/wudDc1o3Kkmxs2dGIMLdy05emWcwSxowoQJrPhbc/3cB+H/A6YTZJTP5Yb3Q8j6suxNpNeyAIgho66dfIpqpOBoDD/6aScS4ryMCuhjYAArvPvHTu/sjWCgIJYdH7w4+1/Gw/du1tJxLRMsEmC6LIVvzFeWlMBZC2Qx9CEgQkjYmxVQXYvL0RMU6AJdW1Go01foxbzCa4HFZGlUw1H0RRUKE3iZCO3WaGKBA0Li9TazSmf2j/O2xELEcQBNZegIC5aFUN7+LPyfCq+G6SXBgMRxNhBTXU160ZlyY47RZSxqz2E8WQ9/aHmO+hsjgLoUgMzW3dSdfqcthURUxSukf7J+BzoqOrH26nDSG1FLC6LBvrN+1EXm4mtr99h+GY/zFG3fhTbn/rgLjxP7/hsJ/d+LwNhss999xzcfTRR8PtdiMQCDD3/sUXX4y333475TGHI3GrAHDYiKs7T/1K5uU0ZUXB9DrytRyLy3DYLTh4YqXmPNnpXtXNr6j7kN+fsWAKAJKNrCgKvBz8pqc/BLvNjHnTqlk7ojHyMg9HY5gxsRIVRQSKQT8QLCaJJQWFVRysogAzJ5IQhSgkHnK797VjIBjGohNmsnO+8v5aNDRryWh2qwVP3HY2ACLXSku6iOZ8YjvyNzFJDpe2hWBg5yf6iZP/pPtK3EOYSvACwCmHT8Toynyc+svHsWotSYBM9ztVzYHEdh3dfThUFUEh/WwgT6yTTTWrK2D6IrGoqwf+g7upvQc1R96A3BlXavqmqiQ7yY0flxVUqAlKVhUFTMvp9LjZrp4B5n5UAKaAR9vYNxDG9LpyPH7LIuxr6mQvenoP+ge0IarzT5mN3v6Q5kUPAJ09/WhXXzS8XDK9xiNnjlH7r1/tJwXzp9ckyaY6HVYoCjBjQmJ8p5JxjsbiiMsKbNZEWImXzh1MttalYpIT4R3aQ8T4sUbRrjQclZHm1pSe7WpohyzLrCQU0Mory4oCq8WsaVPA60R7Zx/C0ZhmnKa6VnocfqzxY5ySHKnR+VBLS0DjMuw2MwtJ8WuqYCiKSWOKk2Rqjcb0D+l/yuyXFQUWCzmO1ULi/pM4YSW+Tc3tPShWRaZorb1dvVYa6uMtFouxUArtp0sXzoUkiZowxJZdzaitKki61hkTKlm4yuW0IT/Lz8buIQeR+d7bH4IsEyyvoiiApC01/dn2z/6ncbkvvvgiOjs78eKLL2L16tUYGBiA2WzGxo0bUVFRYXjM4UjcUonVWFxGUW4aMtI8+JLLGnarQiC0YwQAB08cgcvOnIdFV/+RAHUkEXFZgdNhYSzxoYy615rbepDudzFVKYAo8bV39bHYpMkkpkRJCoKArDQPmlQxEvqV73Ha0GMA5BjMRLXPBxsEFDdL5XAB8rKLchjYwcxus8AkiYawkOEY/2A1lCdOIZtKbURxNr7f1ZR8YECTUPdDbLi4WbrKr6nIQ09fEI0tXUNyvo+bX4cvN+waFsaWmkv1LGVnEM8P9TQV5QYgK8Depg6NbGqqcWYk42wxE0xqZ3c/azsvnbu/Mq9GZjGbBsXlUvN57OgfiGhkdul5aQJkXFY0baJApOFcKz0OP9YGMzof+OQ0QSDEwWgsjiYu5l2UlwZZVphMsKHErTqmf2j/O2wW4vFTZLYvQPqAzkPeG+J121ly3rknzEBDcyfe/+y7YbHoXQ4ryxUw2t5ptyASjWuuNdUjg1YHUTaJz2PHQDCKyuJMrN+0E/6AD40r7h2yTftrdGU/9Y63D8jK/rPrD/15Zc/bULjcCRMm4Prrr8fEiRPx6aefIisrC/F4HJ9++mnKYw4lcUvlV6mc6Y2XHYuBYBh0MSeKAt7586+xh5MzdbtseOV3l2Ha+EoUqauAc086GGaThEMPGsXOfflZ81h8tXPNoxhZnqtJlpszpZrJOx528BiYJInFAHMyvfC47FilxtJryvNYvLb5MyIFSVcVpfnpOHQGOe9f7j6XISUPnliJ5s+WofmzZdj+fkLyc+Xz1zF5VlEkCX/054AvITt6+VnzMKoiIdNJpVz1crgAkfRcfOLBTIKV35b/OT/bj2Pn1aEgJwCXw8rcfWleJ5b9liQDUUzt8nuXaORLaax2yzsJFraRPHEq2dR0tTTtt5cs4PowsTq4/OqzcNUtpFZdEkV4nDZctfjwpITIs4+brrmvoyry4FZXbHrcrCgKKMjxAyBensJcMl5Mqndh3lQyBmjuRmFOAB6XDZ1rHkVupo8lK4qigKNm12LVi79N6id6r2g8s3PNo6gqI2PNZJKQn5uGedMIsvSqxSTJ6qDxlfjy5RuTZFNlWUmScU7zOQ1lnGPxOMZVFzLMK0DGKf37UDKv5UVZmvlw9NzapPHSvOohfPmPmzR9fNmZ89D82TLNPXn9D7/UyNS6OJnUotw0jK8p0bTJ7bQiFpdZf1MbW1WQUrJaP9b4NtJ7R43Oh8lq36T7XXA7bVj32q3Y9MYdLGkTIKG1da/dOrjErdP2g/vf7bQirM5XisuOxeOYNWkEyy0SRQFzp45k/73shjNw3gkEjztr8ggU5aaxZyRAxhu97r/cdZ7meZSb6cOkMaVo/XwZmx/8fns/fiDpWvUy4NSisTh70QME5LXvkwfw+uOXQon0DFkJ8WPt55j9f9B4XO6pp54Ks9mMZ599lv29oqICixcvZhr3ehtK4lYfu+JLogDyZUli1wMa+UlBLcGhKwNRFFCcm47d+9qYy70kPx1xWUFzWzcyAh7sbdKuyGoq8tDbF0RDcycUBUzaESBKcQGvC02t3ZqVcl1NER757UIsuOAhdPcFEVfdg6FQFIraDrMa259QU4QTD5+Ex/76PhqaO1OXAILE4BMlf8S9Vl6UiR31rZrYJ0BeVJFoTFMCZLOS0i/qiUgl0zmltgy7G9rR2Npl2BYgtaSq025BwOtEJBZHsxqzl0QBthTyxEYyo7JailhdlsOkOHkTRVGTVZyqZI+Wwy2/dwkuuPEZjWxndVkOOrv7WV6B2SQyXXBAu6JM97vgsFuxr7kLsXiizGp8TRG+/m43i+2mqWOQHwt824py09DVO4Ce3iDGVBVg844mRKJEbtZus6Ag248tu5rZPrzsKy8jDAAjy3KwZVczRBWLbLOaEIuRuHbA60RUzdQGSNme1WpicV9+dVhTkYdN2/cljR9e5pW/PzZVITASjalpA2TVp+/jjIAbxx8yHn944SPWD5kBD7p6B5hMLV+iajYRlGzfQDhpTFjMEmIxmW1LJWNjKuY1Fk94CIzGGvGGJM8HPa6WbitJIoljD4TYcWsq8tDbH0JTa7f2GSMImjnpcdlRnJeO9Vv2JkoQnVaIgmDY/261HJeOGLNZQpy7VnqfKdbY57YzFUmbxaQqZsrwexzMQ0hfrjXluegdCKO+sV3N+YiyPqXS3uFILEnOl5YtUs9cog9FRKJx2K0mmEwmjK8pwkerv9eMcUkUkJnmQUd3PyqKMrFu0w4E/H40fvzTreyn3XlgVvarrvt5Za+xwXC5sizjxRdfxPLlyzVkom3btmHt2rUpjzmUxK0+dkVf9PNU8YZoLI62zt4k+cnq0hyWOQ2QB9mOva1MQhIg0pqjK/Lw1N2LWXkML4CxcWsDiWNLImSdKysUjuG0IydrpFQBYPfeNsxbtBQd3f0MqhMMRTFnKon78x8gexo7cP2DL+PYeXUoyk3EcZecPBO3/oKLb9osGFGSUA10qqvdbbtboMgK0n1OzbXf/esTAWhLgELhKPqD4UTZn2Is0+l12dmL3ud1sFV4UW4aZk1WITFqGOTQg0YhzedkJVB+rxN7mztZfgJAVtJHzqrV/KyXTaXZwPQhd+oRk9Dc1mPowq0elchCH12Zj/LCTBgRsGjexN1PvIH+YJitOgHg+x1NWDAn0Sa9vkI0Fmf91NbZh9qqAowZQVY/dAis3bQHikJe+gCQme6BrCiYN20kRlWq23LjZfe+dvi9TjgcVjS2diEciUIUBGSnexEMRbBlVzOARPXIzr1tbAXYyuWaAMB32xtht5oxZkSB2o8xWC1mXHrmXLR39WsSBsPRGE49cjL7mf+g3Li1AYqSPH54mVc+H4OXeVUAFiPW97GsKOxFT/uhrasX9119SpK8MkBQr7UqiEkvPRuJxtkYBBKSsQvmjtWEAoAUY81mMZwPsbjMUNn8tiyOzR1349YG1FYV4KHrTtP0Ez8nXQ4bHDYLvt1cr0H/9vWHcRRX5cL3f29/CIJAcl8AImvLP3++296YoEv6nOxFn5PhRYgL0dFFxc2XHJ1o87Z9qK0q4HI+EueNxmRMGlOaJNtM+4UfP7RfHrqOiGAFw0RHYeO2fTCZROaJoNvOmlyFp+5eDEVRIEjWJET0gbb/lwl6/9WV/UknnYT8/Hw8/vjjiEQI7CIej+OJJ57AnDlzUF5eDqvViosuugj5+fm488470dHRgT/96U8491xjN9BQErdGsSu9kVroBBRmKElS3uhqZThxx8GMB7Kwdg0CiuHN7bRBlmX0ByNJ+9htFsiyDFlWmESmrMjsoWGxSIhEEvALNW9sSHb8YDKdJDlLQP8AIblFIjGYTBJkWR7yuIAWSHPoQaPw3fZ9LI49mGyqkYkCUFGcjb2tPejvS9T+mySyOunjVmC80Zi7ftX+Q0y/AktlJQUZiEbjaGzpNOwnltmOxEdDQU7AMMYvCgKcDuugeRNHzhyN11esJ0I9IEp5Aa8TTW3dKffhzWoxQRQTEr/7I/NqkiQoijzsPhbUOamXVwYS97LXoEIglVnMpiTJaqOxFo3FEVMT5QYzui2vG8AbH8c2mjuKOidpkudw5LcDXgeC4egPykEJeJ1MejqVXLbTTqo4+CoKINHfwVDE8Fr5ZxDtF/r8oVUMLz18MRZd80eEIzH2Ue5zO+B22dDc1kNi9pt3IS8n4yfNxj/o7ncOyMr+02sO+Xllz9tguFzeHnvsMSxbtgxOpxN+vx/vvvtuymMOJXFrFLviudV+jwMVxVlJ8pOtn5NYuM9tR06GlyFZD+dW9vlZftSNLGJxR708a3Y6kfAUBHIej8vGJDF5WdFxI4vY8aeqIjFpaR7MmTGW/Y7Gj9u+eITFiARBwLxpI+FyWHH6gilqvawIi8WEI2aRfQUAF502Gy2fPYxxI4lEJpUSBYDcDB+T06TXvu/TBwHQelrSXl5Kl9+25bOHUcdJb4qigN/fdBbyMn249Iy5iMVl+LxEopce12GzGEqqUhnOPR8RSeOsNA9ys3xY+8otrL2DyabSOulzTpjOtk/3u7FtTwsev/EMAEBFEeGDpwc8KCnMgs1qwbmnzFV1zMnLBAAWqYz3uKxoWPJUTnYqF0932CyoVLnjzy5doukni0nC6Mp8dKx5FHU1RSzrmsq48hKlt152LNb/61a0ffEI3E4bvC47y5EQBKAwNw2XLZwLURJhNpH2fvbCdRAEkvFcN7KQ8QlyM31sZa+/d7Sf/nzXeeSeCeReNq96CAdNqISVwZNIWRwde+O59tP+L8xJMxg/D7AyAeohoTKvU2rLmFQrrVvX97EAcj00033OlGqcf/IsQ3llgMwzeq2pxoQR133dv25jXqFUY+2i02Zr5gPVBdAzKui2NI6t5zbs/fgB7P34fk0/8bK1mWkeVqHB8yv45wTf/6UFGVgwZxzyswO44JTZbPszj5makmHPr/rvve4MnHY0kZp12CyoKs3VxOxrynOx/T0Sd3c7bZpnV3a6F6Mr85Nkm6lM7ZKTEt4+2i/0WqPROGwWM8aPKYPdZtHAnupqiliO0+uPXwooP228/v91+5+J2etxucuXL4fT6cRNN92EG264Ac3NzcjPz8dhhx2Gjo4OrFy50vA4Q0ncAskYz4KcgCbGrc9QFwQB6X4XZFlGu47gpC/BGQyRKQiA2ZSoq0+F5kwlc8kbjavpVbkoipLE5Byob+pIapPDbkF5YSb2NHYYynPq0ZbDHSKp2s9XDPB9IQja+vtzT5yBN1asY5nL08aVoTg/A++u3IjWjl447VYMhMLwuvdfVpRvIy0rSqxAjT0mR84cgzc/WW+Y+0CRqAdPqMQnX25hdfdJ5+PyBni06HAkSql0a1tXX8r8Cz5mKwjkxdDQ3JUUh9dva3QcDW5WFNT7Iyf1DcXaphqnFJ9Mj0Pj6QK0mGqay2CEsZVEAQGfi9ET+TpwgMR8TaKIkK4uXd/vw71WvZxvqrFGMdX8scQUXj+67eQxJVjNSU3TPgqFoynHBO0Lo7FpNH5S3Vufx4F+FRPO7ge07n+rxcT6g1Y3JFP7SA5AJBpP+ezSyzZPr6vAZ2u3waJDhNNqCT6UmUr+lnr15k6pwnurNqIoLx3f/4S43Bn3vHtAVvafXD3/55U9b4Phci0WC+rq6vDss88iPz8f+fn5kGUZu3fvRlFRUcpjDiVxCyRjPOsbO9jgz/C7yCBU/yZJIgQoaO3oTXrRA9C86AFt7Sp5CIH7WWBfrqkwpPr641RGYT5G2NZwJEZKwdQEQU2bQL7c132/Fz29QUavo6ZHW/JoTt5LAUCzqhus/foXPW1HcR6p66UVDn95+RNNidKqtdvx3L8+Zw/8/mAYiqJFp4p8Bxu0SW+0v/iX6jFzxxlu+95n30GWFfIiNmmPS+VkP/5yCxRoH558m0SJAF4SH08AlOQ6cyOJUirdWlaQgbKCjKQsX4fdoonnZvjcDD36nQqP4R/ag8m+6rHIiqwk1Z1T6x8IG95nWnEwwGVTK0qiNFOBNhxE3bVGGNu4rGgwyY2t3Zq2xGIyk3xWlOQw02DloEnXqiTL+RqNNUFIqCwmdjZG8/LbfrFuZ1I/0hpybZvUAyJxTKPLoAhfvv/1c5xaTBXJ4rfTPzPCkRgGQhH2QWAUMlC436d6dullm1d+vRWyoiCq254upGizRCG1/C0N323d3Yx4x+Yh5/ePNRLC/ZH/ftIW/nD7n8XlAsTNv2XLFpx66qnIyclBWVkZ1q9fj9GjR6c85mASt0buLPozrYF/4NrTGHKSil5Ul+dh6zsEqVnEAUx4lKte5rUwJ4AlJ83E5NqEe3fWpCp2TiM0J5WuLC/KZi+MpVedgn8/fzPyVeAF3XfXh/di6zt3oe2LR5gMpSAQtzF1s44ZQUIVVWW52PIeyWC12yxYePRUbH3nLsiKonng8GhLvRwokVHN02x7zvEzDGU6KzjpTSonW8nJaR4yvQZTasvx2YvXQ5JEjFBd188u1ZbeUWnTti8eAUBclV63HZecPocdOzvdO2ibUt3nZ5cmZEvXf78XJYVZqFb10I+YUwev285CKScfMQnjRiaU9wBSDta55lFIooicDC9z4/NtEkUBf7nzPJx/8izU1RQDIGGEKbVlSf00mHTr6pduxJf/uEmTIEqRq7xUrtkiYePrtwPQyiDTazeSfeX7hUea+r1kdWOUaxSLx9H46YMaiVVyredqMKoAMLI8L6n/+TakwtgaYZKHI/mc6jyDXWtupi9JztdorOVk+HD2cYmQEJXl1Utj67cVRQGHcSW6c6ZUY1RFHi47c56mDRTLS7wFiW0ri7Nw2Zlz2bZ6hC8AlORn4Kxjp6O8KAsXcm0uzk9Pulb+eeVyWDFhVDE519QamE0ScrP8KMhJw8GTqvDtG3ezcUDbkKpP9bLNZeqYphLZQAKL/AyHP5aVZD0K/XPjhguPBJQYU3r8qUwUhAPy73/R/mdxuStWrMCoUaNQUVGBNWvWoKGhgWXrn3766bjttqFdOalwuQAZvHUji/DVxt0M9ygrsgYlShNVnHYrQuFI0uqhOC8NsgI0q3AbHk9pZIU5AXT3BZn8qwCoiNyYBjnJAzyuWDQfN1x8NK67/yU88bcVAEi5kMflwL7mToiiyLwFoiho6sjpqsTpsCIWizPkJw8J0ZS6SCK8apmMHs0pqBvSHqgszsLOvW2GyFLqFo2qKwGzSYIoCsxlG1YzpBVwK12QGH1elh/XPfgPthKuKMokZUptRN1tREkOdu5tRTgSS0KWkqxnRROOSUbriuw+82IqTrsVZx07FWcsmKrWxivYvKMJS//4Jj7/ZjvGjSzCJ19uQUF2APVNHcgIuNHTFyTJdgNhhsvl2ySAPNxCaukXRb86HVb0ByNJCZjVpTmEgqiK7vjcduZBqCrNwebtjRpVP6vFDEVRNGNPELTVAH+561ycc+2fUyJkqQ2Gm+WrGMwmiYVg6HiKxWV2rbKSyIDXjz3e3T4cjK0gCkmYVf0cpX3B38/BrpUexwhNa7eZ1bar80EUIYgCYrE4CrL9iMTi6OoZYP3Bo2p51DQdA/3BMNuWT6LMy/ShtbOPSVPTNunnPp1nja3d6BsIJ0pK+dANd9za6kJs2dnExo8gkERL6uWg12o2E7c9LW00CgEIggC305oo8RMEmM2kxHew8UOfG/RZyeO8NWNaIXkJDS2dmrLJ/Cw/E0oCSF9GojHcfOkC3Hjf07j8vOOw9NeptVF+qFE3/qyl78Fk/5Fu/GA/Prpq3s9ufN4Gw+UCwEEHHYS9e/di6tSpqKurw+OPP46WlhYceuihKY85HFwuAHhdDpQWEAQqxT3yKFG/18EexpPHljCNc952NbRjfE0Rnrp7cRKekn7dHTt/PNt+T2MHTFLCDcW7NWkbygu1utF7Gtvx0erNaOtMfKh09QQxdkQ+DpsxSlPT7vc40DcQxlGzxmq0wQ+dXoMJo4pVTrfM2gho3WZxrkxGj+a0qZhYalt2NUNWjJGlsqywF/2EUcUkFqi+pOgDZuq4CsyeMlLlDRBbs24nrr7vJfDuye17WllZm6IA3+9sZOfR50vowxqp0LpTa8uSVNP6g2EMBCO458k3MPuspZh91r1YuXYb/nrf+cjP9uPzbwnSt7m9G4Ig4JzjD8JLyy5hLwhaDsW3aWxVIXupU7hOXFYwaUxp0n0GgO31LRhblc9+7uoNwiRJrHSNd58qCvmYZeVnigKLWURupl9zzK27W1hf6BGyfNJYKtys3aYtdYrGSMz2rl+R8jP6YTG2qgD9wQhC4Qj8noQHYmpt2aBo48EwtpUlWUmYVX6OmtQyPkUBZk9J6LgPdq30OEZtIlnwiWsdN7IAPlV4pbm9B81tPRo3Po+q5VHTAR8ZA9Q7J4lahGxDSxci0RiDPtE2VZZkQW9bdjWjKDeNbQto7xW/iLSYJA1wh7InEj8DTocNz967BE67hb1g+TlDS0QVRcGlZ8zV9Cm99sHGT1RXqWCSJM3x6Zh+6p7FiKtVQXzIpaGFvOhpAnVMxYnf9cSbEMxuLDo6IZL1U9iPduELP0N1DG0oXG59fT1mzpyJnTt3sr/fc889+M1vfpPymPuDy6UrXIeaBRqXZQ1KVEAiDpkKl+l22tgKh8dT8glZvNHEMD2akyInU5X38aIuqRLKqOkTbLwuOw6eWInrLjwK886+T0Oo0hv9QtejOYty09DdF2TJSjaLCR63HZ3dA4bI0sFsRGkO+vpDaO3ogcthR3ffwAEhY6X7XSyXARgcras3ASShSp9wtuO9e3Djslew/LXPAJD7etz8OqzfUo8XHrgI88+9T+Mx0pvDnhhPAEkss1stGAiGh1V2SGKAyUjjorw0NDR1kg8aC1k98R4lBipSkyNTIWQBDIqbLS/KREt7L/sItNvMiEbJinSo9tOSLJqIlgptnApjS2L53L1T6GpRC8JyOa0QILB7N9i1DoamHY7xc49H1e6v8cmIQyFkaTIokHyvBmtfVWk2tu1uYc+N/Gw/mlq7IYokGTEcjbG5QvezWU0Ihcm94Mt/MwNutHf1DTl+6HNDL0utbyNFKO+sbwUgoG9gaJR2pH4FOnes/ElWy3RlP+e+9w/Iyv6DX8/9eWXP22C4XEVR2MreZDLhueeew7Rp03D11VfjX//6V8pjDgeXm5vlx/hRxbjnqpMBAAU5fkwYVcJQon6Pk22bneGBIADfvHIzmj9bhsVqPJnaW3+8EvUr7kvCU86dWo2ivHSYJBFVpTkAgNGVedj1wb2QJBH3XnUKRpYnIydpPK1ARXE+s3QxTjxsIkaU5LBzjh1RyOLy+1Y+jJHlRH7y/FNnwWKWcOSsschMc7NreOtPV+KZpUtQVZpDNNzVL08aF6P//fQ9i7FYja/p0Zy3XXEcTj5sImvDBafOwvdv3ZUSWTq2qkBTTscjNG+48Chs+PdtaF71MK678EiGpxUEgeUc0DbNn16jKWujx9UjS0VRwP3XnMqQn4AxWtfltLK4L98mySSisjiLHbc4Lw1nLJgCv9eJgumT4csIqLQ9ssKZNq4CWeketHb0IuB1pmzTtHHlcNgsGKuuAGvK8zC6Mh/7VNnggpwA3E4bWwWeeOgEzbVOrS1H48oHIerwrMfOHYfzTjyYlZ/ZbWYIArDm7zdAkhISt7+7+UzWF8kIWVtK3OzE0aWQJBG/vfhozXkri7MxaUwpdn1IckAIFjbRpwFv4kFZU0GudTC08eAYW929c1ghiiKmjSuHSZLgdFjZtY6qTHhEjK5Vj/A1QtM+fc9iNiZEUcC8aTWYWluGT567DgAwrbaM9Su9lzSPhaKmaV/w17P83iU476SDMU4F/YiigDmTqzBbhUrxWGF+7tPjnnXsdEwZW5Z0r6hsLf3vp+9ZzMrcRFFAQbYWeev3ulA7shhfvHIbwpEYJPVBIAjAM/cswQWnzMK46iKIggCLxaTxEuRk+oY1fuhzg2/T+dwzk45pilAuzkuHwL2Fairy2LONIq6pKf378LP9cPufKb2jRnG5jzzyCMaOHYvHHnsMF198MQDyceB0OlFeXo4NGzYY7q+H6kw94z5s27EL2dl5aOnoNRSLsZolmM0mhtfky0RMogBFIKUuI0qyYbWYsWY99TQQbCdF6+pRnKIgQIGC7HQfGlu74HZa4fe6hkROiqKIcIQoT7FkDyHhbqMPqOa2bhTmpmGrSksDkoVdzCYJaT4XOnv6E5KS3KriuPl1+Oe7X7NtTZLIVhF+jwNxWVZj0cQdR1cJ5UWZiETjBP2ruuL4VYXVLMGqokrTfC41m5r80WoxwWI2oao0G36PEyvXbmNqb1npHggQ0NTWDbNJUnGlYXbttJ9C4ZgGWUpjxhAEdiz9tuR+EBel3vvhdtoQDEUACLDbzDCbJHR096O2ugDrtjRAjsuacq6XH7kE73/2HX733IdJY5AfQ4JAZD9ZHF7FsyqgWdU0ZkuYCLKisNUU7UP9tdJz8Lhiei5RMAYg6cc4RcgalVZazRKgxuTJcZPvq1Gf6ucOvVaaV6LfdjgYW6N9BTXRQ1EScWn6N/21EsGqRFWBHnlL55cCRTMnKVabYncVRUlC1ZJdSf953Xb09oUM8cZZaR6NFHF2ugfN7b0sAZi2QVLbyru9ayrysGVnE6EEqhLYrJSRy6PxexxwOazY19qNeFxmnkD6PDCbJchxBScfNQV2qwV//vtHmnue4XchGI6ifyCsSZaj891sEtVqokSuj0mSUFmche/V9rHcAPV+OOwWzJxYifrGTmzY2sD+5rBbEYvHGVo3EolpnpmyoqAkPx0tHb0YUKsiCnL82Prm7T/Zapmu7Ofdf2BW9u/96ueVfUqLx+N44YUXEI/H4ff70d9P4p42W+JrX5IkiKKIjo7UKmB6XO73X70LwezCIQeRmJ5VjUHPmZqI4YejcbZ6DDF3mSqTKivwOKz4633nQxRF9qIHEthOivzkUZwWswQIgM/tZIjQ3n4ibzoYcpLJyXI0MKfDqnkAdHT3o7aqAI/fsgjdvYka4IDXiWCIJGqdr4JmorE4yoszMWNCJTq6iaSkh1vF0Rc9ja2HI4mHdWfPAEOjZqZ5NA+ybbtbMKqCrGx8KorU5UgcNxyNY+akKpxzwgzsa+nSXWsc115wBPweJ95ZuVHjwm9p72HSl4qioLc/pIF/RGMyZk6qSkKW0pgxX/ZF+5THktrUfAU3l9lO7k0IJpOEM4+ZgnAkis6eRC4ALSmi2ciiICAciWpgRLzAi4Y+pigIhaNID5BYaFdPEFaLGTXlefCrMU9JklS547gmPkP7cDBcMR2nAOBx2XDKEZM0SZq0zfoxrigK3E4rQ9vymNJwNA6Py56QYua+BWibjPqUXjdd3VMUbapth4Ox5felaTPU5e122TCyLAeyosDL3U/+WmO68sEErlWLqtXPSYrV9rjsLG6vR9WSGDjxzHX3BjVjXBSAdB/xrnX29GP0iHx43KSPm9p64HJa8dB1p2racOU5h2rGEUDQurJCZF71aGA+jyY304f6pk5W9uVV23zWsaQiQFETaZ9/bZXmRU/P19rZh4FQBF71Az8Wl1neA0DmksOeaBv90Nqys1n9qEiMOdomt8OGNz/egFYu30gBMLm2VINQ5u87fcbUVhdiam0Zu3dd3QMQHFksFPuTmZp8+qNQuT/H7JPtuuuuQ2VlJS655BLmugeAd955B7NmzYLLRR6QLpcL/f39cLvdaGtrQ3V1Nb777jvDY+pX9j09PSiuPRzFE45RRUDcOPaQOry5Yj0TqnHaLYTD3tRpeMzBjMZUB6vrnT+9Bu+u3AhREJCX7cfepo6UyMlwJAZJSqzsBzOKcB3KUsVEf6zZLCbICsmB2LyjUYMRzQi4YbOaB5Vnzcv0oYGT+R2OFWQHAAHY12yMkOVNHzOm2epD9SuQWJ3nZHhRkp+BVWu34c93noMlv30amQE3TjpsIq6/6CjkzrgSMydWYuXX24bVx3QVL0kSqkqzsWFrgxoaEBCLK/C57ehSqzX251r1RnNG6BgpyA5AgYK9TZ3JmfC6e+f3OFTPUU8SQpbeVyrPOlSf0hWgftvhYmzpdQwGdzLr0Mt+D9Fg2NvUiYCXwFr43Bge10q9IbKiaPJ1LGYTEcWRFUjqvRnM+OscjlktpqQ2SJLE5hIdS1YLiYF39QRhkkQNGpjPo6Eln7FYHC0dvcjwu3HCoePx+op1bA7OnVaDj77YNGh+jEkSkZvlR0NTJ4BEXgaPINb3qdtpQyQaSzn++ecUHdMNTZ2aihz68eBx2tDdF0wJCTrlsLqUink/xtjK/oH3Ybb/uPK+aLAP713588peY83NzbjpppsQDochCALMZjMsFgvy8vJgNpuxcOFCRCIRdHR0IBwOo7OzEyaTCfn5+SmPyeNy6b94+wZ8osbsT18wGXddeSK+efUWto/bacdX/7gJQGqUKMXcAgnkJ8N2qrEtuu0Jh47HlNoyhtZdMGccAMBuN2PNS79Vz2mMnKRysjS79a5fnYBPnrtWE8vNSvdg5fPXsbivQ63vH1GSjZwMH5x2K6sRd9gsOH7+eA0ik4fj8PhNHlVLr4+Pn9EVDrX3n74KzasewkfPXg271Ywsrua9ND8DX758Y6IuWl3BUbzs5LGl+JUqv5qu9ic958TRxbDbzLjotNkwmURN3WpFcRbWvXZrEsJXfx6+T3ksaU6GF+NrirDouOnwue3ITk9MxjOPmcowpJQ/0Nzeg4tOm02u97NNqK0qgNNpx6drt0MURYyqyMdXG3drkKB2q5khY5OxwiKyMwg2ecKoEiiKgsw0Dz59/gYAwL/+cMWQ12p0XDr2rl5yOFEOVKs0xlYXsWPRMU4RsnlZPnbvMjkvRWVJNsOUrn31Vs2quTQ/A+teu1WLelX70KhNuZk+w22Hi7Hl99Vfe16WD51rHoXTbklq//p/3YbxNUU4Zl4dQ+ACCVwrf9ysdA/L1/Gq4z8aJfoN40YWouET0v96pLXFLCEnw0vizoLAKiFojf5lZ87D538j870oNw0Xn57gDxBkrhaXm5hLiVXy9LoKfP/WXSwviEcD3/HL41kezWUL52Ldv27Dd2/eCYA85265/Hh8+Y+b2bFEQcDZx8/A9g+IrLAA4N6rTtL0aWaaGw3NnbBaTUkI4tGV+RhfU4Sj59bB67Kzmneb1cTmCMNH15YxaJaF8xA4HRase+1WlofisFtYvX5pfjpy1WfT7MlVyE73ojgvDWceQzC+4c3PY9m1J+KntJ+z8X9C6+vrQ11dHX73u9/h9ttvx44dO3D44Yfj8ccfR25uLq644gpceOGFiEQi8Hg8cDqdOOigg/DRRx8ZHk+/sm9sbkPNzDOQP3IWmtt74XbaMGNCJdas3zloxihvgyE/+b8BGHQFwltZQUaSUA4fE6Zfu1RmMy4rGvdwwOdEV88AZJm2KYGk1X8V26xmRKKJWlc9SpSiLgWBkMmoCQLgdTvQHwzDabOiu29AsxJzOawkzi0kYo98+91OO3r6ghpcbm11Ib7ZtMfwmlOZ/nqSEKDqMVJhPPVo1FR4U1o2F/Cqfau2a+bEEVix5nt1RU6O9cuzD8GNlxyN5a99hstu+ysA4OolR+D4Q+rw3qrv8PgLHzEaoH61p8++FgWBuLMFwgSgcr6AFj0LJLCiqfpJFARYLSYMBCNJGeY+TzJmmPckUBMAeD0Ogm1Fsoqf1+1AT19wWB6SpP4f5H4bYmyH2Hew9vf1hwzvc6rxo8c6l+RnYE9jO8BVHgiCgNGVedi5ty2BOjaJmnlDcytcDiv6BsKk0iYShddlZxROh83C8LTsWiURTrsV3b3aeUY9Dnw/ybKCww8ejYbmLqz7vh6CQLgLNI9j2rgyFOWl471V32mec3arGVkZXuza28b6YrjoaSqQpPcy8WhjOj4Hu89UvIj0Z4JzoB/b1LtGBI9M6Nr4d3Q1fPeTxuwPefCDA7Kyf+eXc37Qyv6uu+7Cddddh8svvxwPPfQQABK2uuWWW/DEE0+gs7MTkydPxmOPPYaampr9OvZ/PWZ/ySWX4Mgjj8SaNWuwYsUKdHZ2IhwOY+fOnWhqasIrr7yCsrIyZGZm4q233kI8HofZbE55PH3MftTBp8KcNZ7hcnv7Q3hjxToWvwaQVENvhIFNhfzUJKYIAkN+elx2mHXHmTG+gv23sSJe4rh0nsRlBf3BiEY+U6BtkhNt4kl4+odwNBbToFL1k1CWFSiyrHlg0TYMBMOQ4zK6dA8ggEB7ZFmBRS1P5I+rKGAPKP4Byr/ojdrCG/1C1l9PPwcYIeci/22E8aRJcPy2qT7GDqoj92daXTkWzEnEZles+R4AcOaxUzFv2kjUjSzEouOmYcPWBvT2h3DEwaOQmebB9j0tOPuaP+G3D/0TNosZR8wcY+gy1ZdZyYqC9u5+tHf1aV70ADT3vbosR5OjoSd10WvrN3jRAzBsi5HrVYHax3KyYhsdE7zxraDoW32b+J9TmdG2Q+07aPtTnCvVcfUwrJ17WxGPa5UZBShY9/1e9A+EkZ/tA5D4QKa5JZIoQhASORb9wTBiMVnzUTIQiiThcuW4jK6e5HnGv+iBxHx48+P1WPd9vbo/yYOgCZur1m7H8//+ImlBEwxH0cwhqfmk2aGMnFdIusc82pi+rAeb13xekKIknqf6j1i6uFEUBcFwFJbSo376mP1/0dasWYMnnngCY8aM0fx+6dKleOCBB/Doo49izZo1yM7Oxvz589HbO7zFKrX/6sv+2GOPxSeffILp06fj0UcfhdlsRl9fH8444wymfFdYWIhf/epXAICLLroIxcXFhoAbanzpXXd3N+oOPgaxtg3Y8S6RRaQutkvPIKhKkXMtAqkxsINhOylaV1EUVKulOL+7aSEpmalN6KVLHF99zpRqXHDKLFZSw6NpAVITy7vXvZx7ffaUaux4b6m2TVk+5Gf7cfIRk1lyDkBcmpkBjwZlmZflS8Kqtq82duM3r3oYbV88oirkJWM8L180H/s+fRAWM5E3/fcTvwRA6IS0LI/2E0A8GlWlOZhSW4Z9Kx+Gy2mD2SThTFVVbs6UarjUkqqA16W6Sn3Y9M5S1q5LzpijQYAOhoHNy0pGo9ZWF+KsY6fD67YjJ4PcS4vZhB0N5APs1CMmISst4cKcowJb5k+rwXP3X4Anbz8HNz/yGkoLs2Axm3DIjDH47o078NLbX2LT9kYU56fj0+evxb8//BaLjp+OzIA7CS1KQyO036iW+WuPX87GZW6mj6FnRTUEYVE/dH1uB0aW5yaN07YvHmFqaDmZPoZJNkkizj5+uqaf8rJ8GFmeC4tZQm6mD7tUdUGTJOKSM+agffWjOPfEg8Hrc9Mx0aiGkPhxS0sS9W0a7r0ywtgOtu9Q7ddjbIEErlV/XP04BRJzkMfL5mT6GGp6TBUpMSvJz0BOhhcnHkpc6n+4bRE8LjtbNJTkkzHPh/94rHDyvTNGTVOFzmlq8iF1mQMJ1USKW85K96CqNAe5mT4sveoUdk2CoP0o7u0PQZJE/PH2c+BzO1jCnt1mwdTaMvaMoX3R9sUynHnsQUljgldCFEWB5RCcfMRklKkAKVEQsOi46ZrwAP+c46+9VH1OmCQRi46bjq1v3w4l0oOnXv0CP6WJwoH5t79G33tPPvkkg8oB5EPnoYcewvXXX4/jjz8eo0aNwtNPP42BgQE899xz+3WO/5obv76+HpWVlfB6vWhubobX60VfXx+Ki4uxbds2rFq1CtOnT0dOTg5aW1sRi8UYYa+hoQFvvfXWkOeIRGMITL0S4eZ1KB41gyXgFeUE0NTeY4hcpfrK/IpQFAQcclAN3vpkw7DQuiRLmiTr2Kyk9MViNsHrsqG1s09zHigqMleH2jWp8axgKAqb1azRP68szkIoEkNDU0eSS00fVrCYCRWMks/CarnRtLoKfPrVlkHPk+ZzwWwS0cStNqkLkSplBcNRuJ029PQFNa674tw0yAD27GuHWVXRo8cVBNJfMyeOwFufbIDHZWM61kkhBjW7la5mJFFgoKPBEKz8/tp7R1YSPN5Uf86S/HTsaexgK+E5U6rxweebMHtyFT78YjMyA260qCsZi1mCIzsbwc4uhPv6WRvNJlImlZXuQWt7r6a0iCJ8aSkkH6ZI8znR3tUPkyTBbCJJnNFYHFlpHrR29jIMMX3WigJxPdO476jKfLz9yQbWz+OqC/H1d3tI5rYCQ9ypSRLVcjSRAaIkSWT3jPdE8BjbBKY3sTojuSIUsZwaTZsKYwsh4YFIde8kSWRqfNT9LceVpPaHIzHNfQYAl92KqJrPMBSGl86NgSBBZdMyyZryPGzY2qChJZokESaThFA4ypDQotqHAAm/nHLEJDz+wkfweeyIxxVW0qfvJyMEcTAUYeWANquZlf/R543ZJCEj4EZnzwDzBFjNJqT5XWhp64GoAnJIKbAX+1q6YLFIsJqJch6dAzR8SO5JArdL+6J/IJw0JjwuOxw2s+Y5IQiEUSJCQE9/CL39CZR030BYI2Vrt5FnwTsrN2ow2zQ0EY7EUFOeg2/WfIwZM+fhg6d+jQNt1I1/+MMfHhA3/puXz0Z9fb3GjW+1WmG1Wg33WbRoEQKBAB588EHMmjULtbW1eOihh7Bjxw6UlZXh66+/xrhx49j2xxxzDHw+H55++ulht+u/trL/6quvEAqF0NLSAkEQ0NfXh3g8ju3bt8NkMiEri3yhvv7669i6dSsA4vJva2tjfzMyPS43HpchpY3E8fNr2Ta7GzvYV7ceuRqOEKpUUW4CbOF0WNGmloMNhdadWkuS9WwWMxQF+OWiQwCQDw/6oufPc+MlRyehdgESJ500phSXLiTa6vwrfcuuZtRWFeDQGQlBII/LjrOOmUY+UritI9E46mpIkhYF7TidVqzfUs/OM3NSleF5Orr6MHNSlaZ/3Wp5XTgSQzAchdVsQm8/cU/yYJZd+9oxva4cC+aOJXQt7hiSJOK2y4/Hd9sIJKO3L8SSkuhLkQJJZEXRlCPF1bDBYAhWHmmqv3e0nIjiTV0OK2w2bViouzeo+Tr/6ItNAIjyltUssRf9DRctgNNhQ1d9A5xpifEiiiKevONsAEBzW4/mQ4KOH74U0sElZHWrD/HMNDeC4SgLBQ2ESMhk2rgKdt2KAlxx9nzWL919QXz4+WZ2rDSfC23qmAuFY0m4U1ZeGpfhsFtw9Nxa9nM8LqsvVW3Iob6pA7VVBXjq7sWkdlvRkvTissLapCip0bSpMLZUFGmwe8er8VE0s8tp1bSfQop4jC0A9AVJ7f5gGF5qdA5ecfYhrETR6bBg1752dmx+Wxp/D0dIWSE/bk89YhJeeX8tAFJWyCNwaRsGQxADiXLASaNL2HEpDXPWpBEEqcyFfcLRGI6cNQbXXXgUaqsLWQ1/i1rzH4nEMWZEPmxWM8tHMnOlnBNGl6A4P521ye20G46Jnr6g5jkhCkBGwAWr2YyGli7m0XA7yaKqRoWAUTv+kAloae/VYLZJxwCRSAyZATdGVeRC8pSgoaUbP6UdyAS9goICTUj5rrvuMjznCy+8gK+//trw79TDrX/nZWVlsb8N+9qGs7JftmzZsA/4i1/8Yljb9fb24vHHH8cTTzyBF154Ac8++ywefvhh+P1+fPzxx6isrEQgEIDb7UZ3dzeCwSAOP/xwfPrpp7j33ntxwQUXGB7XCJe7P2azmBCNywwUQ1fotFSOYm1ToXVtVvKlTJN9eMjNyPJc9oJj51ESuFOK2gUSWNVgKGKYZORUV+N8GwFS6y6JAosPOmwWSJKI3v4QivPSkB7w4KsNCcnN7AwvzCYJjS1dKc+j58hT41cBesvL9EGURMPyLUkS4fc4UJSbjq827tIkRo2uzMPGrftSxvwy09zo6OqHEQI3FcaTv3fBEFmlsXIfAAdPHIEv1u3Q1sfrTBQFvPrYZVhw0TK2in7q7sU455o/aYQ76PVlBtxobO3GhFHFWL9lL4st+wZJHBvKSvLTEQpH0djazR4otOzTbBIR1eVcSJKIOZOr8O6q7+B22hiiV99P5DjA5LFl+Pzb7UmJarxpS0QFjcgJ7SfqWRoMTTsUxnawe6dHTQPEozBxdClrvyzLgyJwaUmfHsNrhDYOR2KoLiMAmMHGyP4Yj8ClbaBej1RGP86sFlMS1nk45rBZIIoiivPTsWHLXmSledDdF0QkEkNWuhfdvQMM/uRx2eF22dDc2oVY3Fgshz8ufcYMdq1UJpo+I4EE6rh/IISh8j2VeAR+vxeNK+7d72sfyujK/ohlB2Zl/8Yvhreyr6+vx4QJE/DOO+9g7FiSJ8Sv7KmHe9++fcjJSVBUlyxZgvr6+mF5uKkNa2X/4IMPDusfzR4cjnV1deG+++7DSy+9BFmW8eqrr0IURUiShFGjRiEYDCInJwfd3d24+uqrAQCrVq1CKBTC6aefnvK4fMy+oX4nACDa/BV2v38n6leQkpN0vwsely0JbwoQFOTiEw/G5LGlCRSkw4a3/0JcR7mZvpRo3dmTq5iAw9P3nIfFJ89EbVVCGnXh0VOTzkNxpzxqF0hgVVs/X5aEm738rHnY+/EDuPIc4jXgwSE3X3oMTjliMmvT9PEVDCV66+XHYUB1+f31PvKxNHdKNda9dmvSeQQBePqexditxkEBstKYNLqUtaGmPA8elw2dax5FwOvUlJyceNgEVr617l+3MayoIAB/vP0cbHzjTiy9muCKywozWO7CFWcfiqqyHLgcVgapGMv1YU6GLwmBm4xgtaW8dxT5+YszVbypy4ZXfneZRpjm8rPmYdUrd7Kfy4uzce2FRzOIzvzpNfj21VsxZkQ+Gtu6keF3ISPgxvUXHgUAqBtZjNysAERBwJZdTZhel0jMpAhfOvb41d/lZ83DBafMYjFM2j5qu/e1o6mNrGzoyl5WiFvbbDLBbJJYWVVBTgATRhXj8Flj1Wv3pkTIpvtdcLts+PuyiwAQT5U7BVaYInBJiWgc+Vl+dpyCbD9GlGRjorryNELT6u+VHmOrwS/r7h1F+N5/zakaueWxVQWYPLZM0356Hoqx5a/V47IZYnj/cMsizXHpHKQlcRRWdNNlxwIgZbHDvXdzp9Vg09tELra2iuSM0LlErz0Vgpj2fywex6xJI9gzhl47nTv6e8UjqzvXPKqu0hPJdCSMQcIgJx45GYcenEgMO+PoKdjwr9uw8wPSJr/HYXge/TOGYoYnjyll5b9HqWMwLsuaZ6QoCpgytgyjKvLw7tNXASAhSv4ZM6qCPGN2v38nlHD3AdHQGMwOpMStvgTcyIX/1VdfoaWlBePHj4fJZILJZMKKFSuwbNkyjYdbv4pvaWkZ1MNtZP+1mP0rr7yC4447TuWNy+z/AQKXCIeJu+2WW27BY489hra2NowYMQLff/89du/ejcLCQsPj8qV3TW09GHvC3YgPtKKotBIt7b0aRCZFZvIYUpMkwmyWEAxFUVaQgb3NnbBZzfB7nNjV0MZkZCmKk1+hTR5biq827EIsLqM4Lx0ZATfWfrebbcOjafW401S4UEkSk3Czoigg4HWiOC8d+1q60NrRC5NJYrE6Wv5nMZvgcxPJWkq5CoYimlUFBe4sv3cJ9rV04Zr7X2L898qSbPT1h7BHhXKYTSLDh/K40zSfKwnDW5KfjrisYI/q8tQbX05EEaw9fSFNn4oCSWq0czFKUST4WeptkEQBsgJ1VZhAo5YVZGD3vnYWa9VbTUUeNm3fB1lWMLaqQLNqS/M5UVqUgzXfblPbISDN70ZnTx9iMRlOuxUWs4T+YASRaIzlQhh5Ohw2CwJ+F/YOAhei+/FjgnqE+GN63XYmj2yzmhFXXcd0/HpddoytLsTHavUAkBAzsZolAIImOYvCTowQsjQum+F3oa2rn/WhzWomymbqPdKjdyVR4O6fdp4Nhsul25rNEskFiCSkZhXVc2G3WdDTFyI5IPGEGMxQCF+j8wznWvk5aLda0NWrzRbn5zP/3Fh+7xJccOMzTOERIHXqwVCEAWMo6jbOIbGH06aRZTnYsquZ9TFtYywuD3qvqkqzsXmH9oXhtFuwYG4dXvj350lj8tQjJ2HV2u1oau1CJBqHzWpCLCYnnUf/jBFAqiGo58TvdaKvP8Q8j3z7yWWTXAyXg+T98OOdn6OjKnKxbtMOBPx+NH78063sFzz60QFZ2f/r0lnDKr3r7e3F7t27Nb8755xzUFVVhauvvho1NTXIzc3FL3/5S1x1FfkgikQiyMzMxD333JPSw21kPzhmH4lE8P333zMJwv21uXPnYv369TjqqKOwcOFCfPvtt3C5XKiqqsI333wDSZIgCAJuvvlmrFmzBgBwxRVXQBAE+Hy+lMflS+9GjBgBABDt6Zg8pjgJkWmEIY3FZRb3cjmsCEdiGAhGSL0tSIyQR3HytnrdTrY6N0kqWpdb7tIHA5DAnVJJyVS4UCPcrCwrOOzg0bBaTGjvIrrYFMkLJMppAj4nWjp6WRyOvlzLixKrWDoJX/3gGyIvSxOZHFZ8t22fRnYzGpNRq4pcUNyp1Ww2xPDu3NuG2qoCPHz96SjOS2O/p14UHtBDEawL5o7V9KnTYUM0GkfdyCLNtfNypnFZgV0FEPEejmgsjlhchiSKcNmTv6g3bm0AAdq40d7Zp3HPdvUG8dU6ImkrCGS8VJZko6aCrEj6g2EcMXMsHrvpDLX95EV/7LxxLFYsiqQ2eCAUSXrRz59eg8ljE3FXihkmYyICi1liHiOfJ8HpPn5+HfvvUDgKr9uOzDQ367OYIuPzb7azIXfMvDqk+92sj6t1sVJabmWEkKVY29bOPs3YC4WjTPaY/kxXzUQJT2Zjms6z4eBy6bZMLlomrmM6Tij6mOWAcB9VQyF8jc4znGulc3DGhEpW8ui0W5j4DD+f+efG3U+8QdgUar+IItF6mDGBPI9k8nWKm1UPwf606bvtjRo0bVdPkJXCDXavmnQlnQDQH4zg6427NJn1FKD0wuursWD2WIwZUaAeKwazOl748+ifMdSbUZBNMso7u/shK4k5zbc/M+Ah4QtRZOWc/H3l56iiKBAkK5wcOvv/BXO73Rg1apTmn9PpRFpaGkaNGgVBEHDFFVfgzjvvxD//+U9s2LABZ599NhwOx6AebiPb75X9wMAALrvsMpYFuGXLFpSWluIXv/gFcnNzcc011wz7WC+88ALuuOMOrFmzBg8++CCuu+46pKeno7WVlEBdffXV+Nvf/obGxkaEw2HY7XaMGzcOL7/8MrKzsw2Pya/sI9EYCubdCDnYjsLiMjS392rwlICxaAi14rw0dPcGCSRCBGSZvAR9HscPQuseSOPlPwty0lDfaLyCHsqmjyvHyrXbUv6dB4bwyMyhcKeSKDJ516Hi0xShqY/vW8wmcp1CQtzGabdCFBNypi6HFZFoDJFoXIPxtJiJuh/Jbia4U5q5DJAXnSgKCIVJpcQPwQl/8PRvMGfRvRAA2GwW+D0OSKKIfa1dUGQZspIMRLFbzUgPuFNihOnKyAi6xJvdatYkhaUySQTiMomRpwfchghZ+tLn8a0CVwExlEmSgHhcQV6WX/NhSueZqIJxBsPl8shYkySy2DG9d3yugD4HhI4fI4RvqvMYtelAmVH+hJGxrPv/QJs05zWJcDtsCIaj7COXepIOmjACn35JPEMelw0zxlfg9RXr2UfsUG0qyk1DY2u3Jtt+OEbH6cTRJUx/hJ+jNeW5WL95F/JyMrD97Tv295KHNLqyP/qxFQdkZf/aJTN/MC6Xj9kDCajOH/7wBw1UZ9SoUft13P1e2V977bX49ttv8dFHH2lEaubNm4cXX3xx2Mepr6/H5ZdfjuXLl2P9+vV44oknkurnu7q6sGvXLvbyDgaDWLVqFe6//36jQwJIxuUCgBLtw8rnrkrCU/IY0rwsH8bXFOGcExJ1uWWFmejqHUBVSQ62vkdioT6Pg6E4+W0B4rK9YtF8DVo3K82TqFXN8rMa5FS4U209fzIGltbWThhVwqQ3O7r6MHoEWXUKAhG1McLjzp82Eg67hUlQlhZkoLKUfDTRml5a701remn8DCCuSBrT5HGnRhjenAwvyznY8v79bMVgMklwOaz44u+/ZdtSLCyN71O8aSweR1FuGo6eXcuuvTA3oJEzlWUFF58+JwmNGo3GEI3Fsei4aWj9/BHU1RShkKuwmF5XgcKcNFx6xlyWjU7tsBmjUKSiPgHguHnjsPL56/DhM8SNZjGbMK66kMlvKiBlTgOhMEGNWkzIUDOQp04fDTvnWYjG4giGIigtIMc3iVoErlfFwH75j5vgc9tZHTpAPAfUpo4rR2lBBi4+fTZWPn8deRlazXj36avhtFtRXpSJj5Zfg4+WkzHidNjYuF0wZxw8ThtbNQtAEkJWj8Cl88NiljT32WGz4OLTSL34iJJseN12Dg1M5tlwcLl02z0f3Yugmn2eleZhqFqKa9WPEX787M95hov7pXOSH+N0jjpsFkwbV570LIjLCmEknD5bbUM5clQWB0Beoiufv47V+v/QNtGfjTDC+ntFuQ0AMGFUCeKygpzMRD23LJNxTatgRFHAETPH4M93nUd+FozbpJ/7lcVZMEmi5nn02YvXJ2GQO1Y/gsUnHQxBICJbK18gzwN+bNE5evlZ8/H645cCytAfUD/WDmQ2/g+1jz76SJP/Rj3cjY2NCIVCWLFixX6/6IEfsLIvKirCiy++iClTpsDtduPbb79FaWkptm3bhrq6OvT0JLuLjGw4MXtJkhCNRnHyySdjx44dePXVV1FSUoL33nsPc+fONTyuUcxeURR4XHZNtqgeazsYRtXvdaKTK7MJ+Jzo7hkw9Aq4nDb0ac4DVJclsvD1cV0e8ZoKD8rXgdM67KGwo1aLGcFQJAnvS2LcpHRm3tSR+OCLTexrXY+bzcvyoam1e9giLEYYXgCGiE29uRxW2G0WyLLMkKLUPC4bevpCmF5XgVVfb4VggAM2ypKWRAEZAQ/aOvuYiMhwTT8+9Nha/X3Ub0/nuwJoxjZAGQtxxAcRV6GxdtqnPo8DPb3BpHvOr7hEUUBmmgctbT0QRIIwTvO70N7ZB0Eg47i7J2iYaa9HyFIPAzWzScKoilys3VSflJntcREsspHtLy5Xg6WWxCRc762XH4d/vPMlvtlUr9nXabdgVGU+vvh2x7DOM9w2GT0n9NUHqZ4bvJXkZ6C3P8hKIfX9+6Owwvp5JwhI8xN8rVEWPX2GZGV4NTQ9vZlNUpLkbirjq1v4rQWQcdfLxe31XgLaxsw0N9o6+5LOR+vz2zt7UJSXju/fuG3I9uyv0ZX9Mb87MCv7Vy/+4Sv7n8r2e2Xf2tqKzMzMpN/39/drYj9DmT5mf9lllwEA/H4/i9nTF/3WrVsxevRolJSUwGazsRIFIzOK2Sv9zbBwiMc0nyv560tJjfLkX/QA3S4ZGzmiJBtWrk6VbAv2oqc/A4kyGg3iVdcG+t/8RKYvwlQPAo/LTsr61OMqQFIdNN31vc++08U+ta63huauIUqBtDhgIwyvLCtDvugnjymF02FFa0dv0oseAEvOW/n1VqYDz1tMVXezW7V9H5cVNLV1IxaPM7Uwanabma1ijEw/FvgsYAoqouZz25PGkwLArnoLZP3LVVFShj9on+oRxDyrnzfax6JAXvRhVRuctrdbRZDSl9awEbKsPaRPo7E41m6qJ32oJO8LQKODzh/IaEyn2laDpY4n43pvWvbPpBc9QJC1q9ft4A6VesztD8JXSL7YxN/UN9tw1ks797aibyARzqHJjOywBljn/W2/iRsz9MM0FWLYbjVrXvRm9X7QfAsg6TYPgUU23kcB1HJGbXv5OUz/u6W9N6mckvxdhsdlQ7xre9Iz50DbgczG/1+z/X7ZT5w4Ea+//jr7mb7gn3zySUydOjXVbknmdruxYcMG7NixAxdccEFS6V0sFsOJJ56ITz75BFu3bsVf//pXiKKIs846a9CvJb70rrWpnmQHt36Nr/9BVMVEUcD4miLmTgcIsnFKbZkhXpNco/YcPX0hNK96CI0rH2bbCgKBrGx79252Hoq2pC4svnzlT3cQPGWW6hrLCLgxpbZsUIwndc8BJE7KYzATbQsiGI5peP1lhZms/MbndjBlKVEQMHVcoh8oxpNqoOvdmHxyDI8VHgzD27nmUWx5/36WuEiRpzwW9tKFc7H5zTux9R0ClVigaoYLAvDs0iXoXPMoAE5RS02QBAhh7NKFc9H2xSOo//hBzb2rG1nErptHDgsC8MStZ2P3h/cl3SsAmDlpBBYdPwMTRpVAEkU1d0Bi286aVMW2FUUBk8aUasaTKAqoG1mE6tIcHDyzFg6HjWmQ52b6cNHpcxhulk+2on06bVy5BkH89p9J+dlhB4/WbFtZnMX6SlYUNLV2a9j5AHDLL44DAMyaVIUd7y3FuJFaVDC9z3qELEVC03Gal+Vjin2TOQS0w27B2cdPhySJeOqu85Jws6nGdKpt9e5e/dgrzc/A2ccfhPNPnsn6mvTpbGz4d2LsTR7DhcuGwPIaIXz1KGA6RqbUJsZeXlbq5wYNC6X5nDjzmKnwuu3wqh+X6X4XstI9LIwIkEqLH4oVpn36lzvPZfeKInZHlidK5Ogxlv7mJATDUeRlB5Chgrb++fgvUVaYiRNUFT2rxYQTDx0/JBaZn/udax6Fz+PAQRMSpaZ+jwMnHzEpaWzReUnHOEDCiouOm872feruxagszsKlC+dixTO/AuJBprT3U5lwgP79L9p+v+zvuusuXH/99bjooosQi8Xw8MMPY/78+Xjqqadwxx3DT5ygMfsnnngC5557Lp588kmNZ2Dv3r147bXX0N7ejkiEfBHLsownnnhC87GhNz5mn54WwJgReRDdBWx1WZyXji/W7WC1wADQ0dWP8TVF+GZzPeZOqWZ3665fnYATD53AMlIBwpz+ePk1SSuTzIAHH3yxKek8tdVFePHNLwGQL9wptaWorSrA+59vAkDELwCgty+ISWNKNMcUBKC2qgDvffYdALJa+2ojKdM4atZYnHrERI38bX62H2k+J44/ZDz+/eQvAZCv6GncCx1QmCiOrCjsZUFt9uRqrFm3S/M7i9mEsVUFSclgH63ezK6HZkh3dA8kXY/XYWYJO9RLsuSGpwCQl//7n29CJCajvYvsu+77vYZ9urOhDd29QUzm+ingcWL1OpLQQ7ZLLA3MJuNVQKp7RcdEY0sXVn29BZPGlKIgJ4BoNIYCtYpAvy39ecKoYq6/JEyvK8c3m+ux5MiJsJhExGNxZAbc6OkL4dHl72P2Wfeycix9n04cXYzfLP0borEY0v1uVt998IRKzbazJ1ejpaMXK5+/Dm6nDZkBN55ZuoTdMwDIyUh8GEeiMXyzuR7zp41Uk8AUti3tQ2r82FMUGf0DYcRVYRx9/3+1YTdqqwrwgUoapNbR1Z9yTA9nW9o2fuztbGjD3CnVTJyoJC8dXrcdX3y7QzP2Jo5O3A9Dd4TG+HhMoo38eN+f5wbtFwCoKM7G1t0tUBQgRsOUooj87ET+CKCtCDJq02Dtp+1lzxRZwcatDQDA8nNoPwFARw8JuUQiEZSquSmnXv4omtu68fc3vlDbE8OkMaWwmE2sL6iHKi7L2L2vXTP3ZVnB82+swUAwjPp9ndprMxIrUhQ2xjPUipFd6r0FSFXA9Q/+A3saO/DEiyvwx398BtFdgAmjilL2w882uP2gOvv169fjvvvuw1dffQVZllFXV4err74ao0ePHnpn1WjMnr7gRVFEXGVW05i9IAiYN28ejjnmGFx++eUoLi5Gf38/rrzySlx77bWGx+Vj9g8v/wjP/ms19jR2wuWwoj8YQWVJFrbsbIbP7dDUzdK4Ix+3NpskNb6tdTu5HFYSG23vYXXyNG5mMZPsX1pnCiTqmQEtQU0fT0+S3hwkHkjjbjUVedjV0Ib+gTBGluXgu+2NSdv6PA4MBMNw2CxJcqATRxdjzfpd7Ge+3XwbqFtVb3z8TRAIJpjW8FvMJlQWZyE/24+3PtnAso9tVjNsVjO6egaYK9RrIFVK4+QupxV9/aSfBYEgVnmFLMpHN6msfmoCiNRpfzA8qHRoVpoHze09jNvNG22z02FF/0CYMQro+KE17vp+o0Zj73rTx/xTGR9zpUwEem1WNVeBEOX6yVhSz0Xbc9pRk/H8v7+AIAiwmCXGxtdXHxjmWyjJoRlezpS3046ajBde/yLpmozGtNFxjbaloYcxI/LZByCgzS2htD9BALyuxJz+sXkEdOzR/qf3i85vakbPDd5K8tOxa28bBFGA2SSxfqdlvfyYSTVW9GaUR5AqLyYj4EZrR29Szglvqcbu1HFlyAx48KqK+TXaTxIFhLixVF6Uid0NbZpqBJvFpNmGPjMUmQT5ybOfbD9zYiVWrNnCtk3krgDxeAxf/f1a1FQe+Bc+jdmf8PgnByRm//KFM/7vx+wBYPTo0Xj66aexYcMGfPfdd1i+fPl+vegBErNfunQpysrKsGbNGlx66aUAtDH7iRMn4sMPP2T19bt370ZXV5dGr15vfMz+tvufxI7VLyPW9CWcakb01l0tRFRDd+VGMqkUSGHh4vDlhRlwOqzYUd+qeTEkHhYK23d6XTn8XienhU3/CXDaLUnxdPJA0ca2Un2L0dj2xq0NqFIz6MsKM5GZ5oHNYtaw3aNRsuo2Ki/jX/S03dqOSTDN9eEMt9MKRVHgsFnYw5C+bGdPqULA58R32/fhLVWYhTyUSSkN1dBWFNJj3QYPZvpw4lcGipIshSnLCmKxuOZFrzYd/QPhIaVDg+Eo6kYWMva6xSyx6gf6YJLUSpHEXVbY7wXBoN9U8zptOHJWco6JokATs6XmdGjriPmPTP7+KUj0C2Wx85oAtD3P//sLtgc9Fj2OVoJZH5sGIGh1BgCtnClvL76+mo0T7XUayNZCMY696uLfNF6+r6VLM/b4OUqTDRUF7EVPS9dS2fBi9ormbzaLGZIkwOtO5HnwmddGL3oA2LW3DaIkMiQ2NbNZSjpvqrmu76vkPALyW30cHQC7V0Yvetp2u9Vs2F+btjfi1ffXJpEegUSYgtbe09237W7RvOh9brvmRU/bK6vYZEXRLiL4Fz2Q+JvdboES7mb1+z+VicJ/R/XuP2E/6GUfj8fx0ksv4bbbbsPtt9+Ol19+eb/hOkPhcj/99FOsW7cOdXV1WL16Nd5++204HA7IsoyTTjop5XH5mH3b2r9i17fvIt68GiufJ8hdRVFw6IxR2PFeQjKVxh0BrXxm55pH4XU7EPAmwCYnHjYR6/51Oza+QUIWR8wiiMk/qTHIO391EjvmCYdOxOa37sI3r90KAAh4Xdjx3lK0fPYwjp1PXO/UtVaQHcCO95YayrHSsh4aS7SYJYarfGbpYoyvKQZAYl7fvHYbdnx4H3Z8SMp4BBBsZstnD6tyoKak0p3LzpwLSRLx9D2LDeOobV8sQ/2KBzTlTnOmVGPPR/ejY/WjqF9xP8wmrcTtxNGl+PqVW7H3k4fgcREBDUkk5WEjy3NZzM7ttEEUBTjtVnzzys1o/mwZKopIvPHhGwi05qVHyIegIBCEb9sXj2jaOG1cOYmRl+VAUBPV6D245Iw5SdKhy+9dopEDPef46XjnL7/B92+TnIGLTpuNbe/eox4/gJwML45TgTZ5mT543XacczyR5H3y9rNRXpSFy8+ar2kjQD4U7r/2NORk+lhIoSg3jbXh8sUL2EcEQGK5e1c8YBjPFEUBf7nrPNR//ADb/shZYzFtXDkqi7MhioS58M0rN6NzzaPs2i5dSMriZk+uZqVddIxn+N0s5pqtk1eeUluG9i8eQdOqhzVjgsnz6mLpxfnpOOeEg3DO8TPYtkZysrmZPjJmPn5QI9sMAMvvOx8NnzyQ1Cavy47q0gQQiOYrXLFovqaf6NgbV12ILeq9/CExexLzzobFbGL7PXn72SjJz8QpR0xh7RhRkm14HlqOBgAP3XAGeWEJJCMfICWF/FwXQLxMfHycv1Z9bozRvWr7YhkaVz6sWZikkp5d8/cbIEkistO9AIBHb1qI79+7H2cdNwPjR5EwhdVigt/jxHMPXoSJo0tQzJWi+j0OnHTYRLR89jD2fHgffG4HctQ8IJvVjEqufPfhG85gY5FvLy9pqynltFvgdtpw5jFTNZLbR88eC0EyVow7kEYR3T/23/+i7bcbf8OGDTjmmGPQ1NTEst23bNmCjIwMvPbaa8Ne4Q9Venf77bcbuupFUURBQQF27do1rPP09PQgUDodJROOwd7mLgCk7rW+qZOhXAUAkgqPKc5Lw559HZAVhYEmeDcfdYHe8+uTcPV9f2dupnS/Cx1d/chM8zB++UmHT8Tn32xHc1u3ipw0w241a13QKUpseEnPwYyXY51aWwqn0471m+vR3J4ogbSrqlZUPlNRkuVMI9FYksQnb0SYRGarDyqz29zWrZFqNUkiItE4SgsyEI3Gsa+lM+kaMvwuSJKYRPVafu8S7G3uwu2//xf6+kNEi765CzkZXjS2djMXsigKaFb35Ut97DaCTKVt5OV9RVGAzWrGgIrZLcxNQ1tHLwZCERw1awwOnjgCjy5/H3saO5AZcOP4Q8bj8Rc+IufQuRp5t+lvzjsMq9Zuw5cbdrH+rCzJTpRaqv9jNhF3Pw0VGLnxKQbZ67IjGI5iX0uX5u+SWktPPUoED5xYpQqCgMljSmAySfh6424MhCI44uDReOPj9agszkIwHEV9Y4dGIpaXPabj0GySIIoCItEYBKhZ/GobPE4bfF4nGpo7mVgUtfwsPxo4qI7baUMkGmOwHv19vu7+lzT752R40dHdD0kk4zEr3YMGdc7ySGteXjngdSaNvax0DyxmE+obO1JK6Q5HdpfOlbhM8NdOhxXbdjezFXqq81gtJkQiMc3622oxwWImAjaCQPJGunoH2LFEQUiggsNRzfNmMClsatdfeCSeefUzDawplUQ1cb+LsFnN6Ojuh9kkId3vRkt7DxTVAyQIgN1KngdOu1V9LpA22W1miIKIWDyOqtIcbN7eSJQS1TblZvqINwZaiV7ap1Q2mIYnhxPSGl2Zi2/XfoXWL//yk7jGqRv/5Cc+PSBu/L+df9D/fTf+4sWLUVNTg7179+Lrr7/G119/jfr6eowZMwbnn3/+sI8zFC53yZIlOProo+F2uxEIBFBUVASHw4GLL74Yb7/9dsrj8hK3PT09eOqfK2HKPwjHqPKXALDy622YMT6RVasAsKlfxLsa2qEoCswcstTLlWjRkraHnn4HQMLN1N7ZRzKi1Rd9ms+Jv7+5BgeNr0DASwZPKByFySSR+LLqHhU5n88dvzwez6irQl7SkwqwpPldGKF+JVPqGS/HumV3C/r6QhrpTQCYUluKWRPJh5mRnKlJEg0lPgFgyckzcd2FR6IwN03j6qMyu7xUq9NuxdiqQljNEnbUt6K+qcPwY8Vus+DcExIrwJHlRM3prU824PoHX8Zo1WvRqSZczZ5M5DM9LjtaO3o1yVf80am2OpUOjUTjGjpcSH3g+Nx2iAIwbmQhu5ZrH3iZZbvHZZm96AHyIOLLaWRZgUf1yNz357ewau022NR7RTHDAIEbUVelTZWxpS9qCi/iTZYVzJs2EplpHvaip9K/WWkexOMyTjhkfGJ7RdGIJwV8TvT0h/D1xt0YryYMUonYLbuaWSUHLxFLZY/dLi34RxJFHD2nFoW5AU0f9/SHML2uHDXleSzUQa2prRsmDtvc2x+CJIksc57aqx98g2vvfynp+msq8/DU3YuR7nchFpc1oR0+gY3IK0dgNZs0Y6+6jKz+m9t6UF2aw7ZVlGQp3eHI7sbiMhyq/HFcjmPj1gaNK765rYehoOm+Aa8DDps5qdY8HIlhkeoNUhTiXuf7xWoxJVDB3CQcSgqb2kvvfIWG5k7N86Sju08jgw0QL8k/HrkUhblp7DkxvqYIja1diMsysjO8rI2HzBil9n1MM/eDoSgmjSnGYTNGEVlddaFAjY5dvUQv7dNJY0qx+KSD2e/8HBIaIB+J9Hz0/zdtb0KsbUPSdf8Ulgi3/ueBOj+l7ffK3m6348svv0RNTY3m9xs2bMDEiRMRDBonxRjZULjcF198EZ2dnXjxxRexevVqDAwMwGw2Y+PGjaioqDA8pkbiFoCl6jSItoDhtqmMJpQMhSwdrtFViT65hze/xwGX08aQnz6PA719QSJUonoPBAC5WX60dfYiFounXPXzq11RFJAZ8KC5rZv9ToBWzpSyq/USn1R+cjCZ3VTytyZJhMkkpZQE5UVd9td4hC8vRqI3vWDKf9pMkojMNI8G7UqTodK8TrR3JzMF+BWs3txOm+ZeuJ1W9Panzl/hzee2w2G3Yl9Ll0YitjgvDRkBj0awKTvDi96+IPqDkUQtuXqckrx0xGSZvFCHKftKr3mwayPbiRAEEdVlOdi8o/EHIYwB0u821QMylJTuYLK7wz1XLC4PuW9Opg+v/eGXmHjcTRohKgBqAqwCs8kEk0Q8DnSVPJQUNp+8amQBrzPp45+d1wAQREA6CtwOK2JxmcX6+aTAorw0yLKChqZO5vXhnzmD9pcqGxwKR1PmubAXpnpgRQFmTqjA23+84idbLdOV/SlProTF8eNW9pGBPry4ZPr//ZX9iBEj0NzcnPT7lpYWlJeXG+xhbMPB5U6YMAHXX389Jk6ciE8//RRZWVmIx+P49NNPUx5XU2ff1g6zIw3x7l3IyfBi1XMkLEClH2ncsSAnoElAWTC7FtPGlePLf9zEpFtffpRAf45XV1aiILAacHqcgNehweM67RZYzBI+UuUbq8tyUKXiafWle509A6hv7MCcqaT0pCg3jUl6PnzjWagqyyUZ4cEwxlTmY5Ja1335WfNYDJv+dysX087L9OHQGaOwh5P31cuZppL4jETiCEdjOGzmWHz5j5s0KxEqs8tLtQoCWDxwzpRqjQCO3lgVgygwYRGK7K0pz2OZvnz9+/J7l+D8k2dioorwFQTg2HkJcRgqM0rjm9kZXri4lW9BTgCTx5ZhSm0ZLjhlFrsegbuXtB2HTE+06U93novzTjoYE8eUsJjc6BH5WPbbhQCAaePKNXX3dN+n7j4Ph84YDZvVzEr3TjliEgDg4RtOx76VJI+CmiSJeO6Ry7H61TtIfoPNgjw1PnvHFccjPzvAEgNFUcA7f/61Zgy7nTZ8/jeCHaXlmBedNgsAsOi46Vj7ys1JErG3Xn4cxlYXakrK5k6pxt6PSe5A06plGMnJpk6rK2do44+evRplqjQwfUB/tPwabH8/kQ8ztqpAI1urv8/UwzW2qgATR5ey49qsZk3pZG1VIZOoptKnVAaWjj06v2sq8tj1pZLSHY7srpEUtsdlY+0IeJ0sX4buy0s+89bc1o1Jx98EgCSECgIwiUoB+0ib6lfcx+SuqQ0mhS2KAqaqdf/PLCW5LIkxTXJHtrxzt+Ze8M+9/Cy/5n6ceuRkhCMxxGJxdPUOpMzeP3buOKx77VY0rnwQotovvJzvYLK7VDaYjol89dlL59LE0aWoqymB1+3AdRcdhSUnkeupLsvBz/bjbFgrex6B++mnn+Kqq67CzTffjClTSLLK559/jltvvRV33303jjjiiGGdeDi43DPOOANmsxnPPvss26+iogKLFy9mGvd640vvGlu7UXviPVDiEeRkpaOjewCRaEwj/ViSn4H6xoQUKo3PQiGlQES6FRBAklssZhMT6cjwuyCKIjp7BtSYtxnBcEyNz9LSoERpXWaaGx1d/UllbKIokEQ1QURXbz+JqauxLb2kJ03mEQSiWkXjzVfd+3eIggCnwwqzSWJf8yTZhyRv8fK+okhibrxdcsYc/P75D5nErctpQ29fELKaOe60W5lr1WY1w+uys2sHKBWMHJfmNhwztxZvf7oREZXsJgiA22GD02FFY2u3mlCkaCSGB5MNzkxz4+uNiVUoX65Eyn7amQBKKBLVlHmZTRJb8TlsFoQiUbZvdVkOOrv7WXxz8thSfPHtDk2JWypzOa0QBYGR/mgJpL5ECiA5Fjv3tsFsklCcn46tu5px9ZIjcM352nnT3N6DqsOuw8ETKvDxl1vxwDWnorOnH0/9cyWaWrthkkR4XHZ09Q5oJGH156Nla0fOGou/3HUuRh/1W/T0BxEMRdXxYYUkEYlb+nAfSp7Y5bAiGiPxWn5lL4kCDppQiW827WFeG6fdilg8ztpIV5L6+0znBv0oqN/XDnD953Ha4HbZ0NDclSRbC2jjvvRYtMxzuBK3Q23LyykDxPVOKX9DST7PnVqN9Vsa0NLeo8FZG52H94AMJoVN5WVbOnphNknICLjR3N6DuBqa00tUAyTePrW2HB98vkmDmXbYLIhEY4jFZdxxxXF44+P1+PzbHWo1koSi3HRs3d3M2sTP/VTy3Eayu4KaxDJhVBGaWrtRzwmKWcwmKFBY3kJWuhdtnb0sJ6ph9TPo2rf5J13Zn/bHA7Oyf37x/9GVvc/ng9/vh9/vx4IFC/Ddd9/h5JNPRlFREYqKinDyySdjw4YNWLBgwbBPPBQuVxAEvPjii1i+fLkmy3Hbtm1Yu3ZtyuPypXej5pytXqUJ5504HU/eTn4OhaMsFhqPEylUVvuploKMG1nI4oEmSYLFYoIsK+xFD5B4aEd3P4OMDISicNjMKMj2JfqOi2u2tPfCbrPgl2cfoolTKbKC7t4g5kwdiTuuJNn8NLall/R0OqwIR6O44JRZAIANWxtw7QMvAwAy093wex2aL/L+YASTDOR9LzhFG0cFgN899wHzxaUH3OjqGYDFYsID156OuKyNoYbCUbR19WJsVUKUxuOyoa6GxMGpi66xtRvhSBSHq/Fwi9mEnv4Qk8q1WrSu3aFkg1ev28moc163XfPRtG13C2RZxoPXn8ZkUml8024jH3gTRhUjK82D/mBYs+/3O5qwYE4td16CXh1bVcByAXxuB2xqDkBNRR7mTh0JAOjrD+MoDk5EWQeimCi1pDH9nXvbAACnHjFJQ7vbvKMRIw67FtWHX4df3/cSpp96JwDgoAmVuPysebBYTLjj8X/DbBJx3Pw6hCMxtHX24r6rT9FIwtqtJlgsiYxs+kJ565P1eOofnwJQEAwl0MGhSAQ9fSFGcqRtrCzJwsPXn44iA+/MmBH5ePyWRWhu62YvC6vZhLis4OM1W1Can8jcnlxbqpGtpaa/zy3tvbBZzbj/6lNQ39gBBYCLy0rv6Q+htIBks1PZWjOXec5n9re09zJi4f5I3KbadvYkku8Sl7U5EuFILOk8qSSf3/9sExYeTRZHsqwgFI4mSQEbSW4PJoVN5WUBYM7kauxr6WJj2kiiGgCOP2QCK3vlP2AzAgmp5MbWbnz2zXbmnRBFkb3o6X5tXb347SULktoEDC67qygk/DSyPI+96O1WM46aNZaIV0XjsFvNyMvyo7mtm12Pz22HpWwB1mzcg5/S/n+fjb9ixYphH3DmzOSXSCqjMfvf//73OPPMM7Fnzx4EAgG0trZi+/btKC8vh9VqxUUXXYT8/Hzceeed6OjowJ/+9Cece+65hsfkV/ZZM68z3EaSREAhzHZeChVIZL8OB25BjY99DZZZ6rBZEFezoEeUZmNHfSv6B8IQBQFWiwkBvwstbd2IxggkxOWwIRyJIc3nQlNrFxSQZMHuPmP3mpHlZfmJnjYn/ymq3otoLA6TJCWt8PWmX4VRG04WbU15Lm75xXF459MNeOJvK9QVUBQ+DxEXoqVC+yuJmcp8HjsGglEmfENqqg/IoQHQjP8oTJIEQBmWlOlgJgjAVYuPwILZY3HQ6XcZbrPpzTsw68x7EhUIAnD6UVPw74++RW9/CDaLmX2E8p4k3soKMhCJxbG3qQN2mwWKrCAYjqYEuZhNJBPd6L47bGZEovH9ki6m92MwURXq0h/quEPJKztsFsTicZagOVyJ21Tb0ppw8rvEmPe5HRgIhQ3PozeLWcIFp87CI8++D5/bge6+oKaKgubVDVd0arjG57dQeej+gRAGO01ZQQYsFhN8Hic+SyF/Tb2dqTQ6hjKav+SwW9T2KazqYLBjVpdk4et//Dbl33+o0ZX96X9adUBW9s+dN+3/5sp+5syZw/43XBsKl8vbY489hmXLlsHpdMLv9+Pdd99NeVwel9u9+iEAQLxnN3a/fyer7aSSkkBCCnXhMeSre3pdBRafeDCmjC1jcUgah5ckkcVjAVLHesEps5gMLM99NpIDBUgNd/Oqh/DhM1fDLCWEK8aPKsaGf92G7e+RWKLbaWOSnuv/fRtbrT10/elo++IRFqen8WYgUT/Ox9ZHlGQny39meNHy2cOoqykCnyYxZ0o1RpRk47KFczXSlTS+WVaYodn2/JNnMSY8ZZl3rnkUdeq1A8DV5x+BaeMr8eHqzQAIAEYSRbzxxBUAiIztLHXlVFaQgXNOOEjTfiobbCTZ+5e7F2OxLtP79T/8ksU+bVYzctT7LAoCpo0rwxhVenPauHKcdNgEdt4k5r7NwvqBSgznZnoRiZLkSZ/Hgb1qzTuVOh1MnpjKkPLb8mz84vx0bH37Lmx8/Ta88rvLcNSsMTC5XCgfUYyA14nm9l7kZvpw2cK5UBQgL9OPWZNGYNLoUo0kbNsXj6BzzaOsD4+aNQY1lQUYN7oMf/vdlRAFkptRqNb70xf92BEFGinmiaNLcfbxByEzzQOXw8YqQkoLMtDwyYPY+/H9mvlRWZKNqrIcVssNEEDQutdu1dyPwe7zpQvnYvNbd0JSyyQz09z46Nmr2d/pvaOytalkdwEwz9f+SNym2raDm8+85HAkGjM8j5Hkc2bAwzDUdTVFhlLAvOS2XrZ2MNldIBF3p+3RS1QzeeiKPKz4K1kE2SwmXLFofpJErx5Lzeeh0Dadf/IsTBpTmtSmVO3n71VOhhf3XXMqGSN2Ky4+fTbqV9wPWVbgsFtYOTB/PU/cshCx1m/h89jxU5pwgP79L9oPwuUCwMDAAPbs2cO49dTGjBkzrP2HwuX29/fD5XLhpptuwg033IDm5mbk5+fjsMMOQ0dHB1auXGl4XEOJW1lGwOdCfzAMq8WswWACWklIAEk4UX7bmvJcbORU7PSoSUEQMGN8BWLxOFat3c6wttSsFhPisgyzSWJxU4CUvzQ0d6K5vVcT36L9Q8+/YE4tSvIz8Lc3VrMyP4q8pTkFsqxwcXTi4tQjS02SyPoildEaZBqnLMgJaOp49dnVRnhTo9W/SRLh9zpZf9N6etrP+uPyssF8XXS63wWvy66pmOAxpAK0OOLS/HTsVpkEVrMJoiQiGIrA7yH43VTSrRTJypsRXpZHsNLsZEM0rai9p9TbIUDAkpMPxpnHTENlSTZC4Si+39mE+//8Nt76ZD1J1rz2NAiSgI6ufjzxtxVoau2GIAiIRmMQJRGSKCA/OwCbxcTyBtIDbrR19MDtNEa7miQRsqIMuurWewzo9YkCqRBpaO40XNU67RZEonF2PxQg5X3mcbk0d4bW3NN7z5/DZjGhrqYIq9Zu/0lld/m5Mtzz6McekFqKmZ5HEISUHkX+2vn281nwHqcNkVicncPjtKEvGIYsKwl5aN218it/3vRYZDpHqenv3XBkd71uexL9UhQEVh0SV0NRNPfE53GQMstQBNnpHuzd9jXKqidi808ocXvmnz87ICv7Z8+d+n9zZc9ba2srjjrqKLjdbtTU1GDcuHGaf8O1oXC5VqsVdXV1ePbZZ5Gfn4/8/HzIsozdu3ejqKgo5XGNJG7JjKDuXDIA+W8cWdEiQPUPZ35y8y96QItJLS1IhygAn3y1FWvW70JdTRGLj1FTFAWxmKx50QPAVxt3o38gjCljS7ltqXvRzH73xopvseyZd9mLHkggb2kskHeJKwowEAwbYHgTfUFNXyGgKICsJDJh+Rc9kCzeYYQ3NXqGxuKypr/pQ4T2s/YDQotsJZATsl1bZ19SaWTfQJgleirQukV37G1jyVDhaIzFs+kDSP+yo31mpP/O9x0rT+P7WP1/IzStXmuBxHvJONy9rx23PPoqHn76HcxdtBTfbNqDv953PqpKsxGPyxhRloM9De24+dFXUVWajV+dcwgmji5mSZ+RaBw76ltZ3oCiKGht79FgSfVo11h8aM1yvXuZ/iQrwN4m4xc9QHJG6Ec828fgPtO20j6k9e4vP3Ix93fy/zT0E4rESBKlQd3XD5GITb1tovXDRdzqxx6gjZEPhRWm5nHZYLeaNf2rKEpSnwIkr4E/R09/iPU1k4fWfaAyNUcBGoloPRaZf9EDg987+jOgld2l5Yb8yldWFPQFwxhVQbw2sqywCpqungE2R5vaemDylaPNQAL7Zxue7ffL/oorrkBnZyc+//xz2O12vPXWW3j66adRUVGB1157bdjHGQqXCwAejwdbtmzBqaeeipycHJSVlWH9+vWDUvr0ErcAIPfW45tXfouWzx5mGMwczh3nsFuYrKuRzCXvjsvP9mvKSqjrSxQFlBdmYfLYMmx5+05EY3FkBdyaJKKC7ACaVz2M8TVFhpKY5510MF75HUlUJKsJExYePRX1K+5n29osZpQWZGiQsQ67haFDecQkvZ7mVQ8nIUtbPnsYFWpf0PY/ddd5TBqTXuvU2jJ8+MxVmn1T9RPtU4/LjioVanLsvHEYWZ6H8qIsXHQ6Qbf6PQ4sOm56kpypvl9EUUBOhg9nc7KXFI/bueZRjBupIkCFxLVWFmfh4jPmaI7Lnycj4Na0P+FeNDHpX9qnVLpVf59TSZ3q+5g/D1X2on/TujwTUsaff7MD7676Di+8vhqZmQE88dpXEARg4ugSTK0tw4RRxXj42fcwc+IIlOZn4uM1W0k9udXMwig8Gvjys+ahprIAbqcNxx8+GQCBFDkdVqT5XJBE4zFuJE8MENlgAPjLXeey+05dtgGvk0kDU7OYJTSuHPw+0/7Wo3VtVpPGVayX3c3O8CAuKyjMSTOU3eX7f38lbvltB3tuDHYeOvbIqp2AtgDyHKAIXP48elyuKAp47MYzcdax09m2giCgtCBT06eDzUl6X8sKMuD3OGAxS1j5QgKXO2ZEAapKcyArwLxpWlc9LSse7DyD9Wkq2d3q8lzs+uh+tu35J8/EO3/5FfvZrSb78XN09/t3QomFGF78p7IfC9T5Xwbr7LcbPycnB6+++iomTZoEj8eDL7/8EpWVlXjttdewdOnSQWvgeRtO6d3YsWNRUVGBNWvWoKGhAZWVlYjFYjj99NNx221Du3Ii0Ri8k66AHGxHYUk5GlsT2Z28m8nnJnhSqghGE20cNksSnpKWxPX2hzR4WVpCZrOYEYpEEYnGYZJEFTtKvoJdDiv8XifqGzsQ8DrR2dOfSAYC+UqnbjVJJGV0kijCYbeiobmTXZfNakbA62SkKpfdiqj6pZ/mc2kgLn6vE4CCUCjK6nt5XChNvhOQjLYUBQF2m5mBc3iErxEeVOBDI+p/U/CKrHFnmiCJJDFQjyzl+4VOGkmSEFM9KGaTBLuNlDkx1Kh6Lh6jysooh4lG1Rs/JngXttViIihlq5mV2tExQds02HmM20TARnpccXVZDnY3tCMYjqj9IcBmMSEYjsLttMHnceDYuePw6PL3SRhMTuBHTSYJ0WichSCKcgJoau9Rz0lHmwC76lo2GuPBUBQ2qzbUw6tFlhVkYFdDG1kxcgmq9NyiQOL3Vy05HHc+TmSpaV/qxz8/hvl+GU4/2axmWMwSux/83E7zudDRnSj9Elm2tJK08qZlYSyMBrAxTZUV5bjC+om2ORyJwe20sTFHQUeSKLL5HJdldu3UZQ+FikMlrpXH5QogAjDhSIxtC5CKnFgsee7wGGR6bwAtWpeWTVJcbmfPwKCeDWqp5v5gY9rYIwZ2nTyuW3vfk+fOqIpcrN+0E3m5mdj+9vCl1Idr1I2/6KnPD4gb/+mzp/zfd+P39/cjM5OANGjmPECU8L7+2phkZmRD4XIlScJBBx2EvXv3YurUqairq8Pjjz+OlpYWHHrooSmPy+Nyd9U3AQAEWwCTxxRjRHECUcp/IXb1BpkgSQJ76TTEU9KSOD1elpaQTRhdjJryfEgSkaY9ak4itNE3EGagGfIASrSb/ifFyMZlBYIgoLwoU/OiB4g7cDyn69wXDEMURZxzwgzsa+nSHLezux+HzRiNR1RohaKQh+NdvzqRXQ9gjLaUFQWzVX1p+jMNKfD95HHaCIHMmgg3UHd5W0cvRpbnYdzIRHtD4RjGjSwwRJby/ZIZ8EBRtO7FaCyOmZOqNNrnTjXJjWBUo6x0SlGGRqNauTI1uvICyJgwSRKOmj1G81Kwmk2IRuOa66FjYjgIVqM2OR1WnHTYRDaeinICmD25Cpu2NyIn04vrL1qA8qJMKIqCdNUzEQxFUN/YgYmjS6AAcLts7FoUhSgdAsCE0aSduxs7YFfvD324B7xO9vHCu5Xp9Vx5zqGsZJBad18iLBVVKY4miQ9RAL86h8xPWSEvxj/+/ZNE/6nH049/OoY1fai/dxaTZt5RNG8oHNWUPvKu6vauPo1KnKyQenoeI0tXkooCzbYKAIeN/E2WFURVbQNNm9UP0t7+EPoGwhqipM1qxvmnzASd3dRlLssK4nEZV5w9X3Ntelzu2KpCDAQjiHPceQCYWltmONZ4DDK9NzZu7gBEiliPy03zOWEyUMz79XmHGeK7h4Ugtpiw+OQEEpt/hh5+8JgkXPdgcyfgdZIxK2kVIX8K+3llz9nEiRNx++2349BDD8Wxxx4Lj8eDu+66C8uWLcNLL72E7du3D/tYQ+Fy6+vrMXPmTOzcuZM0VhBwzz334De/+U3KY2pwuSYHbKPOgTzQisKSCjS396ZENFLjsZcOmyUJT0lxj30DIQ1elrpNFUUZ9Bypytio0ZXYUGjR/TFS8yowDG9ff4jE/YaI01JcLl3Z8Qhfvp/GVhXg+51NqtSq8bH4sKooCvA4begPRpKQpUNZdoYXZpOUlD/AzqNLZPoxaFRBAMwmE9L9CW+JxWxCLB6H1+1Ap/qw1CNABzuPUZvsVgvKCjIwrqYQr33wDbp7goQgKIk4/5SZuOnSYzDv7Hvx7eZ6eFx2dHT3476rTsYfXlyB8qJMvPnxehwzbxz+/cE3g97TwTTN+ftDryccIcQ2ygYACHjpsb9+AID0hdtlQ2dXH2RFhdl0D0CWtTkAbExbTIgPgnkGEgmvhvdO7US7zcIEjYaydL8LwVCEvYTp+JdVER+LmXghFINtq8tysHVX85ClgACSEnH5a7VZTIjGZLLqhiptLAhMSIhemxEul8Kf+PnhtFsRUauI+LHGY5AtZhNJiOvuT9l+fbKh3vjkylRznx7H6F7p5w7fVxVF2Rpc91BzlK7s/QEfGlfcO+T92F+jK/uznz4wK/unFv0/sLK/4oor0NhIkn9uuukmvPXWWygsLMSyZctw5513Dvs4Q+FyFUVhK3uTyYTnnnsO06ZNw9VXX41//etfKY/Lx+wb6slHQrx3D1Y+dxVDNFK06PtqLLqyOIuVqFDspdtpTcJTAgT3WFOel4SXjcXjyEp3QxCApb85UdMm/kuPTjyK/OTRnADwxzvOhiiKCPjICs5slvCbxUeQennuOJ+9eD3Ddqb7XQwdqsdTZgTcxK2nYk2LctMwaUwpdn1476D7UhTnqMoENKcoNw3ja0o0/eRx2fDRs1ejvDCTJdYIQkLmlWI8l3BlVnmZPhx3yHhDZCntF4odranI0/T/3CnVrJyLtt/F7bu/aFS6iqCuVSqGM7aqAFNrSYncl/+8hYmsRGOEukZLB4EEAnQ4CFajNokisHH7PsybWoO8TD9RKIzGUFGchdXrdiISjeGbzfXIzfQhHCFJThsbulFZVYSdTV2QJBEDwQjGVBWyNlE0Kt9P9GWpx83qcaf0eppXPYS5U0eylbsoCiyGDpAxP35kETvvhafNwaLjpmP8qGJWRWK1mLDhTfJc8DhtbPwYjX+PS9sv+n6iWOdp48phkiRWdmaEv6btvf+aU3HGgqmszXT8X3nOIeo1yIDqor56yRFsW1EUkJ8VwETueo361O20QZJEVJbksDbSay1XpZpD6subvu/isgJZljFBFSui16rH5YqigD/cughLTprJ+t3lsMLlsGr7RW0Dj0GOxeMYV12ouV/6fnKoJE4qLb345JmsxNJskuD3ujB32kjWb/q5P9iYdjsJZvij53+rAR5NG1eGbe/eo8F1DzVHPS4bXn/8UiiRnv3in/wQEwXhgPz7X7QfXHpHbWBgAJs3b0ZhYSHS09OH3kG1oWL2X375JcaNG4fHHnsMF19MMnLj8TicTifKy8uxYYOxApJR6V18oBVFpZVobO1mX9OCQPTl27v6YDVLMJtNLNFJj+LkjUdx6lGQoloqR1cuWeketHb0sq9nq8XE4ncelx0CgFCExIXpyoqu6CheNpV53Xak+VzYoWaj0xVtXpYf+5o72YPFZjUTl65A3HyiKMDlsCIUjiXhQh02C4sPZ6d5YLaY0NjSxT5QzCZSgqTvJ31JkUkSYTabEAxFMHtyFZrbe7B5e6Pmehw2C7IzvEntLy/KxI76VshyQmKYX63XVOShtz+EptbuYeNOjdDAmWketHX0QlYUZKW5GemL73KLWcLYqgLkZPrx2vtr2e8LcgKIRmMMrUvHhKiWiQ3WJnqtFUXZ2LKrSdOmESXZ2LqrmfUTPS4gIBbnStfUWDi9L3abBaIAnHz4JPzlH8Y5M4O1SY+BpeeVuReUopB6+pKCDHz+TcJ7x6OCjfDABCmrJPV/TUUeNm3fl4j1qx2jx6oaIXHtVioIQ/7G46/LCjKwe1+7Jg8lpCrHAWQME48cGVdRFejCr1JlWUFWmgfdfUFtLoBIchzoyl/iysRg0F6yDfFq2K0mCIKIgVAkaUUtCARQY4TLzfC7EAxHE7LGooC4AobkpmNcVpQk4SdBIH2TQCNr+4Ka3WZWcwIURGNkJU0TWfmM/FT3LtU8e3bpYixb/gHWqDRKgMwdQRDY/NXfd/4+88+CURW5WLdpBwJ+Pxo//ulW9uc9+8UBWdn/6czJ//dX9npzOByoq6vbrxc9QGL2F110EXvB8y/6b775hqnnvf3228jNzYXdbsfcuSRjvqPD2IULGJfeifZ0TB5TrJHllCQJvf3kHOFonAFVKPbSyaE6A1wst6W9lwFu9ChIWQHcrkQuQIbfzb6UARKDsqmSmT19QXT3BZnLnx7lsjPnwWoxqx8kZBLxpWesTV4n2joTE9HlICuz5vZu5kkwq6pzZrOEu39zstrPCiaNKTXEhUqSyB4UHrdD1elOxGyjMZlhbmk/uZ1WZKoPBtpPsbiMsBr737q7GS6HTSNqAgBHzR5r2P5tu1ugqDXYFClsNiXijhu3NqC2qmC/cKdGaOCW9h7W61aLWf24sODMYxOZ/6cdNQUWswmvvb9WUy5U39iBg8ZXcMciqNfB2sTfQ5fDxpQGgQRW9fudTSjlwEUt7b1wO224/sIjASTGSF62n73o/W4HAl6nofrg/Ok1uOvKE4bsJz0GtqW9FxBIWZbHZWdjwumwal70AEEFn3PCDKT5Ep4Dpz0xZmqrC3HOiQcltW3j1gaSg6COGQXqS0c1RSHuat6ohyEYjkKBwl5IPP46GotzeSiFaulfoq+jMZKP8MzSJSypzmY1Y/50UgFEX2BxWUYoHMXMiVVsX1nW5rDEZTK+TGaJvfT1bT7vpBlqm2PM8yXLCiqLszS5JalwuW2dfRgIRhJzS1ZgtUhJ+Gs9Vhsg8/nmy45lP/cHIxopWlEgH2OjK/MRicaQ5nex/Vs7enHwxComy8ub/t6lmme3PPYvrFm3A4IgMHxufWMHRlfksfbr7zuQ/CzITHOT5EfJqnku/2z7Z8Na2V955ZXDPuADDzww7G1PPPFE/Pvf/8bmzZths9lQWVmJoqIirF+/HtFoFHa7HfF4HNdccw2mTZuGiy++GHv37kVlZSW+//57w2PyK/tINIaCeTeSbPziMrR09KG6LAfrt+yFLCuQRCAuk69Yq8WEvU2dQ2ZpA8agGCOrKc+F1+3AKhU5abGYAIWIvvg9dnT2JGAcNFZJpWFJG8iKQ78ScNhJfFgUyOouM+BBV29/yhi/ABKHpWhXt9PG4ss8LtTI+HObVOJbb39I009DSQHrMahmk8REdozab7GQOGppvvFxNaAWYWjcqREaOOB1IBiOIhiKwmI2wWknioKKIiMakzXXOhzTgE4GaZNJkqAoMoQU966yOAtbdhEOeW6mF36vE1lpXnzw+SZ2rrKCDGSkufH5N2TFVFKcjc6OHkSjcfQHydinqFoek5yqTT/GRFHAL86chxsvORonXv57fPDZd8Paz2oxQRQFtuqk/UK9YoU5aWhu72YVF4U5adjTaCzMo8dfuxxWlnzmsFsQDidi4PS+0kzwUCTKfk/yWmJq8h8RkuntD7H8EIqbpWPC5bAiFIkaQmn4/pFlRVNB43M7EIvH2WqdbicgNS6XPnNotjqP+xUFsngxio+nak8q87rt6O0PoTAnDdF4nOG7+Vwj/b3bXwS3zWpGPC6zbfX3vamtK+lZUFOei/WbdyEvJ+MnzcZfvHz1AVnZ/3HhpP+bK/u1a9cO698333wz7BPX19fjzTffRFFREYqLi5GdnQ1RFGFSV3Emkwkejwd2ux133303jj76aLS3t0MURZjN5pTH5XG5tKOVaB9WPncVmlY+SLKXFQWZaR58tJxgI0vzM/DVP24CYIzizMnwMglGm8WES8/gavI9xtjO0oIM7G3u1EiHmkQRF58+B+NriuD3umBVjw0kXKh/vP1sRGNx2Kxm5Gb6MHF0CU44ZAJDi5YWZCAel5GfFcCnz18PABgIhXHBqbOZXGphbpoGbbvwmKkM7WoxSUxiEiCuyJwMbxIyUxQF5Gb68Isz57HjZKd7WUyQ76cv/3ETfG47uxaTJGLl86RvLz9rHvZ8/CD2fPwgAPJhFZdlvPr7X2jav/ikxKogN4Ocd/aUaggCcbl/8hw53uQxpdj78QP7hTvVo4FLCzJwzLw6FGSTyohYPA67zcywnWaTBJ/HgarSHEZQK85LZ2hRh93CVpUACUn84sx5g7aJjhFRBLLSvbprn4XivHSIooBwJPGQ7OoJYt7UkSgtyIDZJDHvyM6GNlxyOhmDR80ei6//fgPmzRiLwvzEPW9q64bFLOHkwycO2SY9bpYiivXcBr0UML1Xq9fthCAIeP6BC+Fz25Gd7mGUwIPGV2Dl89fBYbPAy3m9ptdVoDAnjfWpKIIhrEsLMtDdN4ALT50NACjJJz9frHIaAKA4L7Evj7+OxeOsKkQUBfzhlkVYfNLBbL/sdC9GV+YnIZX3fHQf0nwu1I0sBkBeuteefyTWvXYrAA43y+WwyLKC806YAUkUcOeVJ8DttCEj4GJ9CADP3LMY42uKmDoeQHC5eVl+XLZwLjtWVppnUFwunVuSKCbjfjO8aF71ENb96zZ4XQ52vLOPPwjNny1jsscuhxWXLZzH+tjrtuOi0+bg4InEA5qd4cHE0SWQZQUXnDoTG/51G5sPfk7Qi9472n5+no3n5hlF+Kb5nGz1np/lR93IIs22+vuufxZcftZ8vP74pYCS+qPqQJl4gP79L9qPjtn/UKMxeyOTJAmbNm1CZWUlvv76a5SWliISiSAjIwN+vx9ZWVnYvHmz4b6D4XK7egcSsTkhgW8U1P/W0+7ys/3Yy0kwUjNCZI4dkY9vv9/Lvpxp/NJh12YO+zwO9PQFhySWUaP705V/VroHzW09anw9ylZrXjdpk9HdzEzzoKOrjz1s9ChLQb3Wet216jHCqczntqOrN9EfHpcdk8aU4L1V30EQtHXy1FwOK5OaHQhF4HHZWGyUmkkSSV2y2l5ax+z3OtHbF/pBuFPA2DMjCAQr3NUzoMlM59sKJFbe+mPwSF8ASccwmySMqsjF2k31LH4uYHDRD9oHsppPwa8ER1fmYf2WhpT7CQJw7Lw6rN24G7tSSNUC4Mar9np8Hgf6g2GYJFFDe8zL8mEgGNFgT+mL3WI2JeFgM9PcTO5WT6akNtTcqSzJwpadzYZjRL8voB0PeoQs6RttboAokNg7Lcuj204cXYxdDe1o7ehNiVSmFTkjSrLx/U5tDgYAFOYEkOZzYu2m+iR0Mo+qHQo3y7c5aVtRYJ4beryq0mzWZ/zcpH2al+1DQ1OX4f0AgPLCTHT09Ks5I8ZmMiXmdSoEN+1Pzf1Rt5UkCcFQhF1bUW4adu9rT7rPJJxkQ1tHD4ry0vH9T4jLPf8Areyf+L+6sv8pbO7cuTjiiCMM//bRRx+x8rtf/vKXKCsrQ2ZmJl599VV0dXXB5Up9M4bG5RKTFYV7YCVQjzwyNhyJISPg1mTB83WU/LYMEauew2qWIEmCJkZGB/VwXvT0S7ogOwCPy84mdnNbjwq3kKEoCqudDnI1//SSqbV19rJVHb1eaqUFGRBFAXvVWn4zV2+rxwjrja+H5a2nL4j3VhF3rqIg6UUPAP3qi8tqJS7BUCihiU4tFpfVEkGZ3R9FofXEiWswunf8pZI/az9uzPq6Yq7vZk4agaqSBJOhbyDMXmihcBTZGV6WTwGQxDqrWVvPTA9HSzKjsTjWbqpnL3hFUdhqRx/npUaT8GRZ0bzoAbAX/ciynCT0KkCu+d8ffqvRMjfKEaYZ2fzfEi+OeBLWuaG5K4lvLssKQzXr7aLT5mDF8mvYOKW2P3Nn664WiILxGNHvC2g/oPQIWUCHNVZIrk2+msHPb7tm/S42/o2QyqIoMC/C9zubMHF0CZOFpVbf1IFvNtWjMDdNM09cDqvG/T8UbjYZd637WZY1x9u8owmyorCXpsNm0fRpQ1MXE0Mysm17Wti8Pfv46ZocFYB8NCCpTYCeW0z78/bLj0vals5Byjbo6O7XPAv0fYH/QA37/8sSt/+1l73b7cbEiRNRU1ODxsZGNDY2YtKkSbDb7Vi9ejXbLjs7G7/6FUEpXnTRRSguLh40GXAwXG7nmkfRueZRWMzkBfPvJ34JABhXXYQtb98FSRLx1F3nMbflg9eeiqPnjsOksQkUZ06Gz3Bbioil2M4nbj8bpQWZmrKfcdWFeOxGEg4wGg/0d6IoMPf/by9egB3vL9UohBVkB5Dmc2H1yzehsoQ87C0WE2oq8nDWsdNRXpSFC1WXpygKGFmei6/+eXMS1pYgfjMxeWwZ6kYSxOpUDgNLMby0VIdPjpkzpRrnHD8D08aVY2R5LlME27fyYbidNljUh9QzSxdj38qHUV6UhUsXzsP6f5N4G01y9HucqCzORprfBUkU8NTdixlWU4/4pG3SY1UpmpO/H4CKNq4tS0IDP3XPYjSufBgV6nkEAXhm6RLsfH8pAGDxSQdj+oRK1kc15bk485hpAIA7rzwBR8+uxWSGLwVuuGgBtr17t/a8KlKZol3zsnyQRBF2uwUWs8TuncdlxzknzMC4kUXIyfAyV7coCshO9+KKRfOx9R0ifbuAA8fMURPFRpTmoLI4G26nHekqkldU3e3Nqx5iEB6Py87aTOPWeVk+1K+4H16XA9kcBnZcdSF2vLcUdSOT8cW5mT5csWi+5lqnjSvH+JoiLDpuOplbQmL8dPcOYERJNsoKM1OimYeaO4qiID/bbzhG9PvS8+4P/npqbRky/C5DhC8NZ+iRyvT+UI16gIQIKouzNXPl2aVL4HHb0dzWg7JC0ub8LD9mThqBajXsNhzcLK+2N7I8LwnN3L5aG3LJSvegqjQH2RlerH75Juz88L6k59FD15+O7R/cC0kSMbI8FwuPmcYwtk6HlZXLzps6EiPV0lN6zrt/daIhgruSm2e0/yuLs9Coannw2+7+8D6CPVavzWG3sGcBv++lC+fi65evB+LRHy0pPZQRT8+P+/c/+q7/77nxAQLAeeWVV1isf9asWdixYweOPPJI/OY3v2Er+o6ODsRiMSxevBhNTU0IBAJ4+umnhzy+Hpfb2tELl8OG9q4+5kqKRIlr3Goxo76xXYPizE73qHQ9gWU7e5w2+LzOpG0BskKTJFKGVJyXDpfTiq27mtkXfVa6B2aThL1NnfC67OjpD6pJN4ls1Ug0ztC7kWic1cP2q+pVAEmQSVMVqXiAjygKOPPoafjHu1+hbyDM3N5Udzo3w4vGNqKSJsskb6GnjwBcqOuNR8PyCFNRFBFWMZ60DVR/Oi6TBB5FAUNmOm0W9IdI+CEj4EZnzwBC4SgLl/AuTavZhDQ1uchh0yJ7gQTiMxwhZUmKohUgEgUBbpcNxXnpWP/9XtZGPcaWJhnxbQqGIiwZq68/hD2NHSjOS0NXb5C59AVRYC5q+jdZltHTF0ralz9vb78WvGR0PUU5Aext6UoqhzKbyMdTbqYPD153OqacfFvK5CqqDc7/nJMdwMKjJuPX5x6K3z//IW58+BVccsZs+D1O9AXDePH11Whu7yFI3n1t6O0LsyQ2/jzFeelo6+xF30AYPrcdfQPhlJAWCu3JDLjR0tFrqAwoy4ohmnmouUPvmdEY4fflx+2w8dc2C3r6Q7DbzEyUCEggkwGw8aOo450mAvYPhJmwEPE4CLBaTAx5S+eT2SRp0MOSlFD0Iy+Y4aGBASNcLtlXj8qm86q9qw9VpTmIy7KmT3MzfWhq7WZgH7NJSnjiBNLn4UhMHfMD6OISitN8TvQNhA3RxvpkvlQI66rSHGze3ogYRwi0mk0I+JxobO3W7FtTnvMfweVe+NwaWH+kGz880IfHT5/4sxtfb1u3bkVubi5KSkqQmZmJSCSCnJwclJSUsFX91q1bAQDnn38+PvnkE0ybNi3l8QbD5c6YUImO7j4A5AFBQSnNbT2orSpIQuCGwlGEwlGczn0N9/SHML2uPGlbAOgPhhm20ySJ2LClQVNy1tzWg5J84pXoVuPrmWlu2K1mRKJxti1F7wLAETNGq8zrxImisThOO2oy+9qmKylZVvDsa6tQN7KQQXoUhRyPHNfEHnoAEImQ6+NjbHw2MEWYPnX3Yjg4jCdAHn7xuIzxNaQULxaX4bBbcLgKpelXH8QFOX40tnYhHI7CbJJYXsSRsxKr1HA0htOOnIwFs2pVZK/WjXfaUZPxxG1nkzZH4xrELUBQsQ6bBd9urte4Nyn2VY8GnjVpBGsTQF6+323bh8oSsvLq7O5n7czN8mskg3v7QujqGcBRavv1+/LnnTquHAO6MUKvZ76qD747BQlQUYgC3nfbG3DFnc8RrG2K8A/F/EoS+YCNxeIIuG047chJ2LBlr9qmOOJxBT39Idz/57cRikQxaUwxXA4runqCmvIn/jx81riikGvTu+Sp6UMNshp3v2rx4ZrjGqGZh5o70VgcR84aYzhG+H0BLcZ2OPjrMVUF6nklzb2iyGSKco3FZTjUfgp4nejo7tes4uKygqvPP1zlFqhhJ5CP0WgsjmPnj09srCj45SIelysNigbmkxuTcLkWkyEqOxyN4chZY/CPRy6F027Fhi0NzKMGkBBIYW4azCZJHeNxzJ1Ww+SOaRVNe1ef5kVP+mYAN1y8QNMG/Tyj/R8MR5IQ1k/dvRjtnX0IR2OsT2mb50yp4vaNIt3/n8Pl/thVPf33v2j/1ZV9dXW1YaLd2rVrUVNTg/nz5+OTTz6ByWRCJBJBbm4uYrEYtm3bBrfbbXDEwXG5e3UyjdSoW1OPwGVADFsCTFFTkYeeviD2NnUYrtqGMvrV61EnrySSBwHxHJBYFnWDRaKxIUtljExUg5iyQuLqtP62OC8NGQEP1n63mzGpi/LS0dU7gPbOvpTHs5hNDPRDv8BtFhOicVmzIhUAVJfl4rvt+1IcaXg2WGmjHhxCkabxuMwQmyF15UKxrwPB8JBoYLq9vozKZjWjOC8d23YTbGoq/W/+9wyp3B8iCUqDYIQPlJFVmYKx1YXYvH0fPnr2Gvx66Yv49bmHYf2WvbjzD/8GlET+AS3z8rkdUKBAjivoHRhemeFwS0+BoUvKfqgNtw3DwV/bVFBUqvNQlOtgRj1dVIhGb5Io4tj5dXj57S+NzwNVQMgADcw/Y+izSoNm1uUj7a/p+5IioQc7Lu8xpG2gAjaDGY/SFYTUSZv6tv2ncLmXvPDlAVnZP3bqhP83VvbPPvsspk+fjtzcXOzevRsA8NBDD+HVV1/dr+NIkgSTyQSTyYSsrCwccsgh8Pv9+OCDDzAwMACz2Yzjjz8eDgf5Kuzq6kJ6enrKFz0wOC6Xxp5dDisEAVj13LUAyAvcCIH79D3n4fyTZ6K2uogdf97Uanz58o1J2wLJOEr9ecZWFWB8TTEA4Jzjp6MwJ4BYPI5gOIqCbD8Dm8TiccyaRJILn7lnMRafdLAmXn75WfOY/CSPB6V/W3LyTEwaQ2LGWeleBvO49fLjMK66kCFA47KCmy89Bt+8cjMAoCDbj+qyHExW/04RpvUr7kOEw3gCBGW5+MSDNdu6XTa8/ecrEz9zGF6auCSJRCJ22rhEbsDYqgKNbPBgfZqdkbgeURSQlxXA+JpilkC3YHYt25diX4eDBj5keg1DJtOfAfLBdf2FR+G8E0n5liwrmvbr96XnrSnPgyiJeOK2s5PQonrkqkuHCnY5yL22q4l799x5AStjAsgD8JQjJrHEPEFtx5gRBXjjiStw71WnYNXabejlM5r9aYCLzJui3DSUFWZiytgy9A6EMGl0KYLhiGac0mu797qFqCzJIa5yUcQh02s0eR3URFHAPdcuREVJjgZjO2VsGbaoOQcA8YQYYZ2HM3eGGiNGfToc/PXoynxIkoin71mc1KapteUM5UrnA99Gahey+VDGEMS8tyQuy5oXvSAAk9S8HDp3jNDAf7hlEYNLAeRZpUcz72+fZqd7IAggUs1jyyCKIhYdNx12mwV1I4sQl2Vk+N0Mc0vHOJ3rBdl+VJXmsLwiisfl51nymNaidetX3IdYXEZhTgAeDtU8tqqAnYfir/+zuNyfV/bMfv/73+PGG2/EFVdcgTvuuAMbNmxAaWkpnnrqKTz99NP48MMPh30sfcweAObPn4/y8nL8/ve/Z7/btWsXSkpKsHz5cixcuBC7d+9GYWGhwRGBDz7/Dg898wHWbWlAczvJpI11bUfDVy/inj+9i989l9y+gNeJHhXwwiNwi/PSkZnmxtcbdzPXVEl+OiLRGBqau5LEarxuO/oHwgybCtB4PIHk+Dx29PWTmKceWWoxS4jFZOb+G1mWg++2N1IKJyzmRIw7M80DUSClhaUFGdij4kGBRKmWLCsMHUpFP/TxZgA4bn4dVq/bgQbV60G9GeS/BTUOn4zxtFnNMEkiWxGRdiZWJDyClcYtadL0mBH5+G7bPtZmvl/0CGL6NxrjDEWigAJVxITkNlhU1LHJJLJsfX5fI4wtjwYGgMljS/HVhl2sTbT/gWRk6ciyHGzhBFL0Pw92PXQFThG4vOkxpNRGjyrB+g07ceTMMXh9xTr2e7vVzGLKTpsFkklEKBxDSX46unoGiOKbICAzzYOW7iAuPfVg3HjJ0fj98x/i3j++iVOPnIisNMLbX/7a52jp6EFmmgexeByNLd0QANjUVSQ/Ts0mieWw0NwLsq0ZobAWw8uv9AR1MCsKLRUNsW39Xgd6+0LDmjupxsj+4IrpjxQNHJdpfDzK3Su6ik6gpYHEfOCPpZ8PdD5LEimRczmsCIaiiMsEWW21mDVS0vxx+fYnl/qZ1dwVEwNr0W2H6hfap7QihB+3JjVUSJ8//ModSJ4fNOOcrujp7/SytkW5aahv6khC6/LPFP65l+oZ+Z/C5V724oFZ2T9yyv8DK/tHHnkETz75JK6//npInLTlhAkTsH79+v1uAB+zP/nkk7F+/Xrk5OQYbtvb2wtBEODz+VIe7y9PL8eb/1yO+i//xn4neYrx4ptf4p1PN7Lf+T0Ohmzs6O43ROCaJBGr1+2EnSuf27m3DaUFBF7Co3EBoLs3CLNZwuSxJex3HpcNT95+NgACSTGr59EjSyPROBOAAMBeNJIkIj87oHEjtnb0sJh3jMODAmClWkACHUrbr483A8A/3/2aZWkD0GBc4ypC1gjjGQpH0R8MI82n5gYAupVMoiyQPvB96up+3fd7Ndfa1RNkCYp6BHFXT1Ar/6kiSoFEbgNdNcRi2rAC3XcoNDAArF63w7D/AaCtq0/DSvhue6NmTOh/JvFNRXM9tC+isTisFmOE78atDVpWPAC3285eCm99QuZXuZrVHeTj1qEI5k+vwb//8As0NHeiub0HXrcDLy27GE67BaNKM7HouOksht/ZM4CxIwrR0x/C3U++CZvVhGeXLkF2mgeNLSRzemx1oepCVljYKRKN45QjJ7Pz0g9Qsq2KUFa3jcsKpo0rx2/OOwyAmj+ieiMIrTBxAzq7B2CxmIY1d1KNkeHiin3cSpmijhPxcT43Rk5CS1utZk0bKdqVzIcIkwSm8/nY+eMAkPCJh8PlhsJRNnfocY3aT8cDxXwHQ1E47RY8qkK+ZG5speoXfZ/eeMnRANRxq3qPyDMksa/FbIKfKyNcvW6HZowDCkP4EvlbE5acnIAXUe/U7n3tUORktC69Vv1zj38W0HuX5iMx+/8ELpeWVv/Yf/+Ltt8re7vdjs2bN6OoqAhutxvffvstSktLsXXrVowZM4Yx7Ydjg8Xsa2trcfXVV+Nvf/sbGhsbEQ6HYbfbMW7cOLz88svIzs42OKIWqpM18zqIAhBp3YDimoNSxuyB5FXIYDaYTO1gsUQyEIQfjSydPq4ce5o6UN/YkYQHDXgd6O4LIR7nMoaDJGs2VbyZrh7mTRuJ9z/bxB4YNGs8NoQsKZCMO3U5iAzngZLptZhNDG9KY8A0tjhUTgMFEg2FBv4pjXpFaAzbCC26P1K/RlZaQEiQcxfdi+17WnD28dNx82XH4sgLHsIjN5yBK+9+Ab8+9zBs3dWE+//8Ng6eOALPv/6F5hgOmwVms8Ri+HabBaFQZFht0m+rjy//GOPnTiozus/DmWc0jjxUfJxiYVMibaGtMhcE4KC6Snzy1RaYJBGZaR6GyyUJunQVrcXNDomwFgSNx+BAzDOXw4a+YeZs6J8TAOkrQU1ENEkSZCWx6KD3xehaBzP+3o2q+M/gcq/4+1cHZGX/0Enj/++v7EtKSgyxuG+++SZGjhy5X8caLGYPkBj9rl272Ms7GAxi1apVuP/++1Mek8flAkBRXhoABX979FKcfgwRORFAyoSOUFe4oiiwmmuKp8zN9JKyN31dbpYfk8aUsrpiigeltvDoqWhe9RAAMgHysnzsZ0kUU6Jd9dvSn/XI0qw0DypLs7H2FZKEyONB/z/2vjtOqupu/7llet3Z3vuyy1KW3juoMaKCoNjAgl2jMbaoscWG2LDH18SC0ZjYYotGoyCiAlYQ6XWB7b3M7pR7f3+ce86ce+fO7qL4mje/fD/hY2bnzrmnn/Ntz1OswcCee9IU3XcXnToDQLy/mbZn/PBijKrMR25mQBf1qygqLjp1Rp8wnjwMLIW9pL+l0MAkfzkGp2vWT8Zyjf3Cw5vS94TDEciyhKqKXPbbC06ZjvFcPnl2ur9faGAgBhF7OHVKNM5mv6XZEaJgDuFLfiehICeF5Xb7PQ5kpfl1UMHU/7rynvN0VJo56UnISPEhFI7g6y37AKj4+7++QSgcwZnHT8DqDduwc18dPC4bMjOSMXViJf7x1Z64tgd7Qxg7tAhdwR6IooAnb1sCnzbOIwfnw+2y6zQ8mtnBP0vbTqFpaf8DYFaY6eMHw+t2IF1bD6JAGBsHsnYSjcdA4IopHgTtU7tVxiWnzWT+cZ6O1Vh/HprWbJx9hjplpfnx8sMXxwZYuwqMrMyHz+OIg3U2m6d0j5ElkVkGLBaJ0ecqiooLTpneZ7/0NU9pvyz8xWi2HiiU7uWLY3gKdI6M0qB+fW67bt879bhxOghcSo4laONqhNalbe1r7fBj978Fl/ufLIet2T/99NP43e9+h/vuuw/nnnsunnrqKezatQt33XUXnnrqKSxatGjAZQ3EZx8Oh3HyySdj9+7d+Pvf/47CwkJ88MEHjAHPKEbN/tgp5Xj74y3wuOy6iFsjLaskiQmDP4x+M1EUGAmNUeJgUwU9fWN/0K79wWDmZQZQXdMMl8uGzi7SHuYT16wKRmhKmpMPELjT2oY2nXbSV8S03+tER1dPn4ExNL/a2E9+rxMdncGE5XZ19w4Y8paRzGifaZmZqT7UN7Wzz0ZIUtqHfP1PPW4c/vL2ujht73DqJAgCxg4rxLpvd8fVcSDtoVqgmfYmyxK8Ljta2gltrlnfe112tBtIeoxzTRAEzBxfjnMXTMWS657S5hD5/oqzjsZNF8/F4y9+hOvvfwW3XHYiRgzOwYHaVjQ0d+CPL6/BofpWiAKlgSXZHHsPNiVsG0/iw7eVXyv99Qu4Ponr48NZO308axQKf22zyCxnPmG5h/GeH1X/vvYYpw3BnhCb82bw3X2Va1wPNI2QCoUJ52GiEz1Lxe91ojvYq4vn4MUIrQtA57LKyQigujYxm+ms8eX44NPNPzlc7pVHSLO//z9Bsz/77LNx880345prrkF3dzdOO+00PPHEE1ixYsVhHfQAgcX99ttvdTCDH374IfPZ04N+x44dGDp0KAoLC2G32zF8+PCEZfJwuQDw97+thNK+n8FOAgSBymnw/fTlZjFuyIqih6vkhe/QZL87zn9DjbSJoV1j5ZrBYO6vaYYKvf+cLnr6U76+iqKHvD1Y1xp3+JLnhTgIWXrRSNTWGEwrfb/+ORqINpBy+4e8Vdmb+PrXGC4uxlQeI7QoALz09notxVHq81kjZCkVSRIhQMV6jqfbbOwSiaqqDO/ezL8XiUTR3NZFgiM5jY4X40FvfGdRbgrSkz0QBAFnXv0kIhEFFlnEDRfNxYWnTMeSEyYw//3cmcPx7GufoKIoG/sPNuHWR/6Ont4w5s8ZibLCWPzM3oMEYz/RgbV9bx1SktzIMlh4+ANLhaqzSBjrr/IBfYY+Pty1YxRJFOP6m85FAHEHPa1/f1C1iSRR/c3EFAI3QdmqqvcL9zfX+iu3tb0bqQEP7DYSE3GovhXDy3N19NZjhxWyZ1OS3DqUPID2EwGgMq0HF7hnfL8gAAe0gz49OZZp5bBbGKbGjn11iDZvNYWGPpLyn+yz/0Gpd+eddx727duH+vp61NbWorq6Gueee+5hl1NXV4e0tDQ8//zzuP322+H3+6EoCo4//nhEIhEsWLAAa9aswY4dO/DnP/8Zoihi8eLFfd6W+NQ7APifh+5CeM9beOePMZree65dhK/+fjv7bLPKmHfUSAADg9ecOKIEVRV5WHziJPg8DmSmkmetFhl52QRvWhQFjKrMZyZl+luampMI2rU/GMzLF89G47qHcWjNA+y3M8dXMChg/lkqb/3hin5NeY3rHkLN2hW6384YV47dH9yDmk8e6BMul0JkZnKQnhTWtnHdQziw5kHd5kDLPRzIW/7ZeLOfP27s+O+M9S/MScFZ8yfjrHkxru6+YHh5yFJRJFpRRUk2vnuLzKHUgCeujpn91Kl5/SPY+9G9jKWMHysKzypqGAz/+ONVkLh20nKpy8I4TwkMcjpOmzsBj99yJqKKiqMnD8GhNQ/gN2cfjTuuPAn3PPUu2jTL0LCyXHz12i1IDXiwYuUHyE5PQnFuGl7/19f48NmrmdukODcVFcWZmMClHRrrdNJRo5GXldLnWI0YnIdTjhsPr9vB4HwlUUR+VgpqOWjmzDS/ro8PZ+0Y+9/jsqGiOBMWmUBlU/jlGePKsf29uxKOVXa6P25N9jfOfdW/rzlhfA+/xxALnQuSKCIvKxmb/rGMtf+s+ZMOq1zjenjunqXY8o87sVhzcyqKit9fMR/btH4RBDC2vOfuWYqNb92BM0+ciBGD8wEAHpcN8+aMRP1nKzCoIENjCiV1SPI64XM7cPHpMxPWITPNj1ptjiRTyGdRwJO3ncXW6I0X/hJQI0hN+nFa9//P8rOC6gwZMgTbtm2DIAhITU3F6NGjsXbtWlx//fWYP38+CgsLTX/36quvJmTM48Ux4lI8ffsZOGPJeSgccyIO1LZouPNFqKlv0ZGEuDmzOBWn3YpQOIK0ZA8OaRHKQCwIz+91oK0jBnmrqrH0soDPifZOwvtOzVoWWdJoTLU0GMQCeiyyBIfdgq5giJnYREHAMVOHYnBJFu7/03tQtKhiiyzB5bShUQPCKStIR08ogpr6VthtFnR29eh0iMxUH+qbO3TlHjW5Eu+u+Q6iZlExg9v0uh1w2i0sxW/fwUaduZxG/jM2Ls5MSaFGqVbHmw1FUUDA58LoIQWsDoC5xui0W3H+KdNw3fnHImPSr7kx0PpbAAPzIEiDMVATvm1GuN+Az4W2ziCrFw8NTFPJ6BWduHxCunG2WWVkpPix71AjmWt2C3IyAtihmbFpXxRkJ2P/oWY9bKw2rjdcNBezl9yji6r3uR1o40yyFMZUEkXYbRZmQuX7n6ZS0XfmZCShsaVTS88KkYwFlw0WSUJ3T0jjPW+DJIpIDXigCsRS0dDUrguasllkkiIViSAcjkIQAK/LARWEYIVqMLRpRpcP3/8xWFUyVgGfCy3tXTpXCk37LM5Nxd6DjQAESJJAYKNFAS6nDR1dPXEQsqIgsLUTey+xACUK0KN9lZsRAARowa4xACoghl8Azuwdv3bi38PD8gIqWzM0VdLvdWr7hsrVd2D9ZLPKLIiP1okG3hrnGiknBmNL5xNNy92rrWcKRVzXFMtjP/kXY/D5N7t0eyQVt9OGnlCYESCJogCbRWbzmN/XfG47gzZmrhxtTgNAKBSBwLn/eFeKRZYQVcgcv/CUqXjs2ddx+bnzcM9VC+Pq9GOFmvGvfvkr2Fw/0ozf1YnlC0b+3zfjFxYWoqioKOG/w5EFCxbAarUiJSUFVqsVDocDgwYNwo4dO1BQUIBoNIoZM2bgwQcfhKqqyM/PR0pKSkJ6WwBoamnHp19uxadfkmf+/q+vIedMxmnHjQVAaEzXfbuLBeRRKea4wAEyoVOS3IhEFXQF9ZeA0UOoSYsc9G6njfGbOx3E9NXc1o1IVNHBwoYjUXjdDsyeSEhM+P0nHIli2thyDCqIZRm4nDZs31OLe//4LjMBJvtdiEQVHUf39r11qCrPxaVnzCIpZYY+GTO0MK7cxlZyUaC0nmZwm+2dQYzWgDOMEfkULjc/Kwbo4/PEgvso1Kjf44BiyL1VFBWnHjdOVweLRUJpQRqM0t0Tgt/rwrX3vsz+5rBZMHIwwVngzfGEDY97j9Y2M7jf5rYu3QWEQgPfccV8Ui4Al9OKY6cOJalvKtl8qAl53pyROFgX2wiXnDgZdY2xCyFNJ9p7sElDDJN03zW3dmL6mXfrDnoAcXPN53bg1YcvRV5Wss5XSvu/ODeVpWW5tHSnmvpW9PSGMWV0KUrzybh3dvXi6ClDcMOFx+FQfRsURcUtl50Av9eJmrpmKA43LltylO7dR02uxPtPX4XZEypYX7d1BrFIS71LC3h1/d3a3q1LRaH9r4N21caKuil4QBWauhnW5prNJrP6RxUVY4cVmcJUK6qKGRoxEP1MTdAULpd3JTnsVhTlkblWXduMiiLiqgiFyUGfpFkNVBCXQV9rx/geHSyvRdQFMx6jQUn/kH6iqWy9oQgcNgtyM5Ji7dECdOlcS9ZS5lSVQNPScgGwYN4wt55njqvAIY6fwWaV8dd/bGBMd3zaYml+OrlUqcTSA5D1PJZL7+PN2G2awkPnKADYLLE1ycetpCS52UE/ekgBwpFYps3ar3dCsHiw5Pix+CnlP9mMf9ia/YoVK3Sfw+Ewvv76a7z77ru4+uqrcd111w24rNNPPx0vvPBC3N+vvfZa3H333Rg1ahS++uor3XeyLOOGG27ALbfcYlrmOZdejxfXtsf9/aQ5I/DK+1+bpthZZAk2KwFm4eFWh5fnYtueWvRycKeFOSnoDUVwqL6V/V4AMHXMIKzbuJs9KwoCpowuw+4DDajWbseFOSmIRBXUNbZr2lXscM1I9cEiS6htaEM4Eo3TMvoTl0b4YhbQ43JYEQpHdeVKIkkfdDtt6OE0cKNYZBHhCEnj83kczP9P4XJVDojDKNQCYiYel53d9mkdRFFESpJb17fz5ozEhk17cKC2BQDRHmkAZCSqQFOeoIJsFk2tnTpNs7OLALUY4X4TCdX4aD8BYBt2dzDELDDBnlg62ZTRpdh7sAk19a2IaBegA7UtbJ7xc4qWmwhatK8+4wMgWf+rKoaW5cTN0/ysZDS1dupAXs4+aQpWr9+G9GQPPv1mF06YNQI799Vh2+5ayLKEwpwUbNx2ALlaEOg1S3+BSSNL8Nd/bMCf3/y8z36j4vc6GI467X+aksWnFhrbSQBUwtpBR+ZaY0tHLA2OQhB3x5MLuV02CBAYxwMfGMrD5Zr2qSDA6bCis7s3zgpAoZkpXK7Z2qGBcmawvPxcc7tsDK6Yjh+dE4fTT1SKclKw+0Aj6bfeMLvg8+XSlEJj/fk+7ovCOpEQIB8thkZTdgQh1v98nQM+F6JRhVmr+DU5qCgD2/fUIhSKsPoX56ZiV3UDS1Wsa2xHVFGQkuTCwfUr0Xpo60+iLVPN/rpXj4xmf/f8/wDN/vLLL9f9u+qqq/DnP/8Zt912G7Zt23ZYZe3ZswcFBQVYt24d3n77bcyYQVLELBYLPvnkE2zcuBEjR47E+vXr8d5778HpdEJRFCxcmNiM8/h9N6Nu9Z2oW30nqj+4DZIoILTnHdx/HfmNCsSlnw0uyWLwmxcsmg6AaBmrVl6LvKwUuBwx7eP4mVVY97cb2eeK4kx43Ha8/thlKMpNZdzkoijgzitPYily9Lcb37gNdZ8+iK//fhsGc5Cfs8ZXYOMbt+HAx/cxmFsCUUquiQuPHg0AeH75eVh68jRM4Cg9T587Hgc+vh8Nnz+ExnUP6zi1L188Gwc+vl9Xrttpx3tPXwWAMF+NHlJoCiE7Z1IlRmswsJFoFCMqYqiFDC53eBGD7PW47PjXc9cAIK6FCVUlBNb3s4dQqZVLb71v/uEKXR3GamllG9+MRdoKAjB1/BA8edf57G/5WckYO6wIez4kdLQWiwy3yw5JEnHfdYt0MKr0WTO438sXz8YFp0yPgwYuyU8j5k+RgO6oKrDo2LEozE6F1SJjw8u/Q05GAIIAvPQgSas6atIQfPHqLfhw5bUAgMzUJIwcXMDeNXdGFfOt0/5f9TyBgU1P9mlmegHPLluK8xZOY78zwp3mpMe0Odr/44cXY9XKa1Gcl8YAXgAgM80Hr9vB4GarKvLw7ZZq7NhXh3MWTMFZ8ybhQE0LNm0/iCmjyzC0LAfvP01iA8o1TXdIWTYmjy5jc5rONRof0rLhkfhxfeKKuP7noV2pxeNXZxIYVY82dqkBD4NBjkSjsFstsMhyDNK6xBzSWhQFTKgqwZCyHN17R1UWsn6icLkUxpZCQAMEuW9oWQ4EQYDLYUNhdmwNq6qKkrz0PteO2Xt6wxE47BYIArDhbzdCkkSMH16MytJsFol+HAfrPJB+oimLdJ5+9tcbWb/xoDRzZ1Qx6GYKTaurP9fHdD2LooDZEwfD5bBiREUeJEnU7ZE2i6yzUEwYUYzMVD/Wa3WYMCLW/6IoYPaESvZs1eB8+H0uto+5HTa21j9+/jqU5qfDzVl3crNIzNMzd5+LjW/+HucuIGnEC44aBbUrBnT1nySPP/44hg0bxlLGJ0yYgH/84x/se1VVccsttyArKwsOhwPTp0/H5s2b+yjRXI6Yz3737t2oqqpCe3u8Vp1IjD778ePHo6amBsOHD0dRURGuueaauN+Ioojc3Fzs3bu33/IP1bei+OgbEa77GoXDZzLtUJJEQI350ihkJoVopCl5VIPjb6p8apfP7UBHdw8URUVZIbmlUvF7HCgtyMD+mibUNZI+qSzNRkdXD+oa2zT/eBvz2xXmpCCqqKhrbCP+ZU3LoX5pgDLYyYhGFQaJayxXliSdKZgvFwCDzWTtsUiwaHCzPIRsRrIXFqvMtFVAH9dAU3ooE1iQowYlZmtiwuwNRXRtFQQBdpuMlCQPs3gARPMcXp6LoWU5+NMrnwAg5sMpYytw9sJpWHzlY+y9bqcN3cGwDm42K5XgIhyoa2V9arNIsNks7Fnel1hZmo0Dtc1o6yAaB/XR9xldrV0ColGFpTR2dvVgeHkeDta34KA2v2RZZBC+9DfQxo4nxaExHi4N+MhptwKCgC4u3clqkZCbGcCu/Q26eZiW7EV3sBed3b14fvl5uOCm5zQ/tqb522QEfG6mGRHzIqU2js13IAb3K0kktsHjtOH04yfgpkuOx8vvfoFbH3mdAVJNGlmC6toW1DW2obwoE6X56Xjt/a/IOwAkcalZkijAbov50nkIZR4K1Wm36mCQ6Xi4nDb09EYQiUZ1Vo1LTp+Jx1/8SGNmk2CzSujR3BrGOZ0IllqWCb213SYT5EWFQNvymS+iIMDtsqE3FGFQzcY5btNIdMxheQVYLSTeggJfRaIK8dGLMZ87XSvGOU3HubG5g/ULhbCWJJH5s6lYZBGKGouPoc9atDoY+5hfz5IkYu6M4Xj34+/QEwrr4hHOPH4Cduyrx+ff7mLvCvhc6Ar2xrWNp+fm1w2/rOgeSudtsCfE6kStSjSOoK0ziK7uXqQkuXFw/XM/uWb/29e+gt2VmHtlINLT1YG75g1cs3/zzTchSRJKSsjl6tlnn8Xy5csZIdyyZctwxx134JlnnkFZWRluv/12fPzxx9i2bVufPDFGOWIUty+//DICgUD/D3Ji9NlLkoTdu3cjMzMT55xzDo4//nh4PB4EAgHk5+fD6XTi4osvxnvvvZewTJ7itrOT+NbktOGYP6eKPaMoCrxcNG99UweDy6UHvSQKjIDCywHN8KldFAUrLdmDLg19it6A27t68OXmvZjLUW9u3nEQVeW5nH88tgL2HGhEWWE68WXZCCwszWLxe5xsseRlJjMsa2O5pQXpcT7fPQcaMbQ0G8/cvRRel51sFBySS284yqKreQhZr8eJ6ppmXfoNH8CoKCqi0ShSk9xw2m1afQX4Nb89hRo1tlUAgfxUFFUX3X/qceNhtcjsoAdIBPNHn23G/7z4L917p40tj4ObLS3MQHVtCwQuYqE3TOIgzj6JRBnzx/jmHQeRmepDWrKXfUd9xlbNv+7hNCYAZD6oJCDJKksst/nzb3fBapER8LngdTt0EL6qtvnedMnxDO6XD1BSQfL+KXVrtyFH+dTjxrM68g1oaGpHgUaXfPeT76Ar2AsLNyd6egm96eCSLFYPql3VN3UgqigsRe77XTXweZxY/fx1KM5NRXZGEpacOFFzKUXYQZ+a5MH6jXuw4OhReOauc9Hc1omX3/sCNptMMP8BXXBhVFHxy+lVus/Uv8xDoRphkPl++dViEgXOH2qPvfAh64u0ZA+6giEd7TE/p+l7YkySUbgcVgwblMv6yWa1YOigXHbQU/84CXYM6KCaRVE/x6s07Zi+x8JlnXjddhZvUa+Zy21WGYqq6uJF6Foxg1Cub2oHP/AUwvrKs4/WEfHQcnh3MX3WDGoa0K/nYWU5ePPDb8iFAEBGqpfFIf313Q1Yx6eZglDcPnHrEtY2uk/w9NxUjPdnWu+bH34dXcFeeDjNnioAlIY6qK0Hv8cBa/FcbNi8P66PjqT8HD77uXPn4thjj0VZWRnKyspwxx13wO124/PPP4eqqnjwwQdxww03YP78+RgyZAieffZZdHd3m7rA+2zb4Wr2I0aMgMC1RlVV1NbWoqGhAY899hjOP//8Pn6tl/7gcl966SW0tLTgpZdewvr16xkT3ubNm1FaWmpapo7iVhBhG3ahrr6JhN4+ec2d+o8Sic1K0nh6esM6opq+xOWwmoJOAORmLggiJElglLoDlb7KtWuXh4riTGzafkC3ceZmBKBCZVYPowyEYpdGRwOALAmIRFUGNdphkg9OhT7rctggikKfz1JxO21I8rlYbAMdN+rja2nrYkFvNNL6UF2LqX+chz3m4X7dThtys5Kxc2/dgGBenQ4rensjEEWSk98bisSii7WoeVVVYbdaWD8lEt76QPslEUUvrT+Nq+hLzECjKkqysGXnIYgaYtt3b92OX17wIB664TT8ZlmMHvf6+18BQKxEuRkBfLl5b8L4EF6LO3ryEHy/6xDbwHlo17jodQ4GeaD1TyT8nDaLxhdFAb+YMgRvr96kA5Qy0idT37RFJlDNfc3xgcJfCwAc2nyhPn0jLC8PoRzwORHsDbP9gEJYqyri1nPA54QsS6jXCMD4Z41Q00dSeCsAT88NEOWHj5WpKM7E9j21ujokgvE2k4rCdHz16u+OaP2BmGZ//etHRrO/88SRqK6u1mn2NpsNNputj18C0WgUf/vb37BkyRJ8/fXXsNvtKC4uxldffYURI0aw50444QT4/X48++yzA67XYWv2J554Ik444QT2b/78+bj55pvx3XffHdZBD/QPlzt69GjccMMNGDNmDD755BOkp6cjGo3ik08+SVgmn2ff0NBAUlTa92Hfv+5k+ctmkJmXnk4Q+SaNJJeIgM+FL169OQZZ+iJ5lqfHnDSyFHmZybj09FnEnK3lOrdseARTR5cRvzUXGzBzfAV2fbAMgkDyT71uO4OGzElPwpihRdi/ajmzLqQnexlk5rkLiX986hhCfTt3RpUORnX3v+5hfnc+8jUnPQkjB+ejdu0DGDO0EKqqIj05NgFLC9Kx6c3fx0HI0hzqX505W1fWxBElcVDBdBM8YVYVDmr5/xkpPlSWZEOSRMyeOBiCAKQFCMiQ1Spj5OA8NHz+MEZV5iMvK4DyokyIoqCzWDy//DyU5KchI8WHVC3/1u91stgGURSIiRzAn+46Bxvf/D1yM5N1bdv4xm1oXPcwRmrjzo9FcV4agwDl4X6z0vyIRqI47+SYplVZmo3m9Q9j6cKppC3JXnys+ZMlUcS6v92I6tX3oac3rIPwnTSyFEsXTGU0snRcae45hSumY+fTxq44NxV5WQEMLsnCwzcvhiDENKKi3FScfdJkFOWSiPJIhLgVlsybqCt34ggSMzFicD6DYKVSkJ2M2VoEO019pNC6H36+BavXb0OS1wlRkuDLy4MzJQX7a5oxakhBLAZEFJGW7EF6spdhPNCYg/RkL7LS/bqYFR7alYeLNsIgG+s/sjKfWSXo2A0qzOBghZ26eIzSgnR8+erNce8BtNz4VB/+dNe5rO0Usve0ueN1z3pcNtisFuxftVw3dsY5nug92el+1K59gGl6aQEPRInEHPDZNBSWl4ebpeN8wuyRyM2IzWkKYc2vZ/7Z79+5M+5ZM6hpvo9HVeajKDcVNm1fdDltsFokXHbmbLbHpAbcDPLWapUxekgBm7d2e6xcnp57QlUxhg/KYX73otxUCIKAkRrNN91j6N5L68SvB7qXPXnrGYg0fAu/V08+dqTlcGhs+/oHALm5uQzgzefz4a677kr43k2bNsHtdsNms+HCCy/Ea6+9hsGDB6O2lriG09P12WPp6ensu4HKYWn2kUgEf/7zn3H00UcnJKI5HOkPLnfRokWwWCxYuXIl+760tBRLly7Ftddea1omD5db29iO4SfdDVWJYvk1C/HKP79h5ihBAHxuJ1o7ugHEIF95cTltGmWtAAHx9I1mwmvCg4szsW1vHdNIBOihXgG9JUEUBeZTEwCIkpgw2t0IW0nLMdLH0nIJclZ8HQVBQJLPifaOYJymJgoCkpPcA47Y9XucGFKWjU++3BH3Hl6y0vyoa2qHAAGiKDAtACCbSkMzcb94XHaWzwsVrP99HgfaO4I6s/zM8eX4flcNahti6W+CQFItKe6AmWZokSXYbZY4uF9BEJDsc7E0K4fNQqKtFRUQSP4yrY9FluBx2WG1yKhtbEN5YQZ27K/XpTLx2AqiJEIA4vo72e9CUysZUxpxTvvRYbMyF82UUaX45KsdOi1SABDgfk9/J0vEr2xmNamqyMM3W/Zr73Zj/lEj8T9//bhPWNfXH70ULqcdT7+6Bi+8uY5ZFQRBgM/jQG9vGMHeMFwOG7p7euHzOEmqmSaJoF353PLY38i8NVubtN+9bgea2zp1vxVAGCkHDCHbR3t5SwuNv5BEgZmq+7J88fDFfPt8bgdC4Ygu7dJsrBJF4vs8DnR0xeiBVTVWD2Nf8RDQZvuP8R0WWYLVIqMr2Aufx8FiWkRBgN/rZHsOT3dtLJfWpSA7GfsONTGrJ60b3VdpucY9ho4HT7e98JiReHHlMygeNg1bf0K43N/9/esjotn//oQRh6XZh0Ih7N+/H62trXjllVfw1FNPYfXq1WhtbcWkSZNw6NAhHRvseeedh+rqarz77rsDrtdhafayLOOiiy5ih+mPlb7gchVFwUsvvYTnn39e9/3OnTvx9ddfJyyTh8sdNIjcMKMNG3Hvn/6JdRt3Q5YlBHwuqCrYQW/GwwwAXd29yM5IIkFxCQ56O+cDA8BWzsQRxfh+V43ugFERb0LTmf654Bl6OCXahPiDfsLwIkZgs3HbgbhDhEJZ8p/5lyaC5lRU1fSgp1qWEUa2taObHfRAYhhPmtMbiUZ1Bz0AdtADQEdXD8Jhkur0woMXsb+3aQe9zSozrenDz7fqDnryfqA72Mvylo3eHI+LLjy6aZL/Us55etADhE5W0dKhVO7iAZCc5ea2LtRqQZBb99Tqxp0fYzquZiZw/qAOcuZ+RVHRFezFOA2ylB70fEyBavg9/SNpkn4caLzAt9pBP6gwHbIk4p3Vm2CRRDbnRlXms5xtKnsONOLs3/4RL7xJ2PIiUQVuhxWqqqK1vZsdYF1avxux1RPBIpM+VU2fFQQBxXl6DAY6dnR8+d+qALp7Eu9RhwV5y80ZGn/B+6TVPkzifPwIX8e2zmAcvkJsjXIHMaCLRaAiaYepqsYOarqmjZcivq1m+08sUJe8JxyJskslzx2iqCp6Q7HPuj4wlEvrQvL+wVwS9Pe89c5sj6Hzj19jf3v3K8ipw9DMXRz/3YVG19N/fZnwrVYrSkpKMHr0aNx1110YPnw4VqxYwZRqoxZfX18fp+33J4dtxh83blyfh+3hSF9wuXv27AFAbkNXXHEF7r33XhYAeNRRRyUsU2fGr60mCyNYD5fDhtceuZRtmFaLhLee/DUAYERFHvbwZnDNlP388vPgczsQjSp4708k3eaNJy4HQG6vLocN91y9kH0+alIlxlcRs31dY7sOWhQgvt3Lzpylew81IVLIVTPWu0NrV2gsWX4cWruCRPlqG7YoCrj49FnY9NbvCUuf3QqHzcKAQtxOGzOHUpNnFmfyHFGRj90f3IOqijyNnc6pq+8VS+bgqnOOBgAGyUphPJfMm4Sxw4oYVPCQsmxsfjse3pS2lcJ40s2b1okH40nyOrFk3iQ8v/w89rdQOIJTr3iMfRYEoPHzh3BwzQMMbpbCCDeue5g9N3N8Beo+XYHGdQ+hevX9OmjameMrsH/Vfaj/bEUc3G9uZgBWi8RSsGaOr0BZQTpn8hcY5CqFsb1iyRxd2ylMciII1joOFpaO48p7zmNm7ueXn4dzF07F+KpibHqLUHpSHva0ZC/Omj8Zez66l/2W1oEKhZCt/2wFSvIzNGIVclD86c5zUFaQjnMXEvOq007SxR753emw2SwYXJyJxs8fwgfPXI3t79/NyhRFASlJHrz2yKXsb9npSRhWnoeRg/Nh5VK0KHPaJafN1M2ns+ZPSgh5y6cZ8vC/j9x0OmZxoDn82A0uyYLVIuvmtNNhZUyPA4GQ7Q/y1qyOP+S3/c0Jfi4CwDPLluLgmgd0AGA2q4xbLjuRuSTpZaAoNxVnzZ+se9YMAtoIX0zTdCMmykxvKMLM+E6HFedo5viBzOnsdD+GDSLpeMdOHab1QQA+jyMOpjqebdIftxdTM/6Qkph2+1PIkTTj/xhRVRW9vb0oLCxERkYG3n//ffZdKBTC6tWrMXHixMNr2+FW4uKLL8ZvfvMbPPLII/jss8+wceNG3b/DEUmS0NzcjLPPPhuPPfYYpk6diuTkZOazp/Loo4/ioYcegsvlQlJSkq7hRuEpblOSAxg2KBtyxlhMGV2GUcOKsXN/PVrau3DKseOYNkxNV1Xlufhw3RZW1tOvfoJte2p1z9I81WS/G8HeEEZp/qeC7BSs27gbYzTEuT0HG9HWEWSXCwAIeF348rt9qCrPxb8+3wJAhaJpeB2dQUY2YSYCyARYdMVjUFUV40eQjSM/KwUffPY9QhEC/dndE4IsS5g2thwAuZ3ry1V1ip5FlhAKR/DN1mqyoXITNeB1Yf3GPSQlSxDQFQyhpr4NX32/D8MH5eCTL7Zj4ohiVJXnQpZF1DW2o7mtm7VnfFURqspz8cFn35O2ahuKqqqYOCKGEyAYaIhCoQjGVxWz1K20ZA8+fJakYTrtVgwflGtOhvIDhLZdlkVWiz3VDYAg6BD9ZoyrwOff7MZX3++DoqhITfJgcHEGqspz4fM4sO7b3bq2jxlaEHuJABi1a6tFxvDyXGZKLshOwYfrtuCjdSRgVVFVrNmwDWOGFrJMD0Frcn1TB2aNr2AWlsLsFFKHjXtY+c2tXRg7rBC9oTC+2aLVOeBFVUUe/vX5FkwdW44vvtsHANi0/QAKc1JRVVmAzu5eHKxrwR9eWhXXVwXZKXjnk++wblej7j2jKvPx7bZqOGwWRDUtbu/BRowbVoQNm2J14uc/v874+tJ1aAyMXLU+HsPDbOzoezZs3Ntn/+tF7w8RBJjWgdbxh/62vznBtwcg5uxQRGFxOvSZ/Pws7K3vwDdbqjktuhGzxldg5rjYpYiu377EbpOx9sXr8f4zV8PltLG4EFkS8Zf7L0SZtgYG0qf82CmKis07DgIg84vW0WxOGOtI+5CfI4qqQvTkYvSQ/D7b82Pl5zjsr7/+eqxZswZ79+7Fpk2bcMMNN2DVqlU4/fTTIQgCrrjiCtx555147bXX8N133+Gss86C0+nEaaeddljvGbDP/pxzzsGDDz4Iv98fX4hAccoFttgHIrfccguWL18On88Hm82GcePGobq6GsOGDcOKFSvgcrlw880348Ybb0RdXR1ycnJwzDHHoLm5GWvXrjUtk/fZA8DV976CZ9/4AkleJ9q7ehiWeFqKF/VNHSyPPcnnMvVbA8RHpioqQuEIQ6eSRBGKqjCfJMO99sTiAEz9UVz0r1H8XifaO4M6M/uQ0iwE/G58vGG7oc+JCc7rtqO9s+8odko/abdZ0d4ZTOhnNKMopWObm5mE6poWUx+fw07KpVkPdEpRtKy+qIDHDivEF5v26twVTrsV4UiURdsTP6nITP6iKGgahA1tHd3MZ+nzOKEqasw9A8DndaIr2Kt7ltXBaUN3T4jz08faVpiTiv2HYlwAFjmGqMfXKS3gwYG6Fi0uItb2/mhHSaR3LIfjWtgAAQAASURBVI7A6IcnKGxhBPzmMRNWiwSfx4mG5g4keZ1oae82pRhu7wjqYkAovgRtD/W9+twOdPeEWBspoh0Q8zvT6H+erhQALl9yFFY8+0/TtsZRPIuJqVvpPKV+a9oel4NEqvNrho9poOXqaKj78MMPxGffF22zcY0aJdFv+5sTRurZk38xBu1dPXj34026Zy84bRZq6lvwxgd6dFGvy45QJKozv5vRyZYVZmCbhgnCY3jwkpXmx4fPXoPaxjZMP3MZ+hNjzIFx3KnkZwZwwJAdMxAaao/Lhvb2Lnz58m9RWXbkD3zqs7/1zSPjs7957ogB59mfe+65+Ne//oWamhr4fD4MGzYM1157LebMIZY6VVVx66234g9/+ANaWlowbtw4PProoxgyZMhh1WvAh70kSaipqUEwaD5ZqeTnD3wg+oPLHTduHFpbW9HV1YW6ujooioLKykoMGTIkYY6hLvXO4oZt0CJAssDvdbFgEzPxeRzo7Oo57LQUuvFRMB4+qCWRSKIIUYQuXUoQBA1qtDtu4ckagEZfI+V0WONytKkk+Zzo7CJc0/2lfiWS5CQ3mjUfNl8Pr9sOSZLQYsJx3VefUj72RJsCD2uc7HfjmbvPwdwLHwJgHsyVSCyyBEVREj4rCsARzkQCYB7wSUXQAvysVknLz45dNDxOGzo4P7eR3OdwZCBzkWz2JHe8oyuISDR2sJ923Hhs21vL+NgddjLHZan/VL++xAyymta3OxiC3Sajo6u3T+jgHyOCAAYIBeiD8Kh4XDbTOtDgOP7wpF/TYMVEv+1vThiMbkdM+EuHqI03D14EARqoz8DTQuO+E0j6Kh27H1NHUs8YbHUoHIXHaUN7Zxe+evl6DC7N66OkHyb0sL/trW+OyGF/03FV/3fhcumGnJ+f3+e/w5G+4HIBEuCwfft2LFq0CJmZmSguLsamTZswdOjQhGXyPvsXX3sfgmwDIKCzqzfO9Mv7o86ePznOb/3cPUvh8zjgdtqYz/7VRy8DQDS/zFQfTjtuPAByEx6IP4rSyZ554mRd/j+lfa1dq/flXrFkDvZ//ADOWTAVw8tJOteoIflYfCIBiklL9sJqkbHwF4kJIto7e1DzyQM4uOZ+WC0yu+1TPzGVvmhTPS47ygoyMGoIgeJM8jrh8zhwzklTUJSTovNjG/u0LyrgopwUVBRn6upQVpCuo8S022SM1WBtqU8vlk7Xt8/yktNnxj3Lv+cSjTyItpWOVZLXqU8BMvEv81S0xrb3RztqjCMw+uGLclNhtUhw2Cw4d+E0VJZm69rG0xqP0tpm9FufPX+yaQzIOQumclYYAFCJ1YvbyaOKgvt/uwhva3EtAAFDGjtyEJ559DcAyAafkeLDUs3373HZMbgkS0frbEannCg+5Oz5k01jKKj/H4jN2TKtL2isDA9/3Z9/vD+ffXa6v0/aZiM9Ky1n4ojSPimf+5sTtYY4juLcVCw+cRKL3Ti0dgVsVgJgtOxaQm7jsFswSyMqSuRLN9a3Zu0DAMgcnzCiBM3rH8G3b5B4E2rGz85IQvP6hxmgU05GEsZpfUpxAYz1p2PHx4fQsbrszFh6XWVpdtyc6I+Gevk1C6CG2vHM39fhp5R/F5/9TyED1uxFUURdXR1SU1P7f3iA0hdc7uOPP44hQ4agtLQUGzZswMGDB1FWVoZIJILTTjsNv/99/+kXTa2dyJv1W4SbdiCrdCSa27oQ1qJIebpZSm/aG4roKCUddit6e8MQJZGZLa88+yjc/zQxWcqSCFmWmNksPzOA2qZ2Fn1ttUhQVejMhZT2kkR1x6LkczMCEEQBB+tadLSxNosMiALC4QiSk7xoaGpDXmYATa2dDESH3riPnlyJNV/sYJC39DuHw4oUvxvNbV0MwlVVgYwULwpyUvH5NwQGkwLAMGhXjaaTRsVSrP52TTshICQKqytFhuurTyltMA/363LYWASwJImQJVEXwW5GyUu53qkIArD4hEl49f0vmfZkpK3lQXRsVhmSKCLYG4ZDs8rQuxevdZrB8FIynN5QRJc2adZ2I9gK1eplWcSgwkxs213DmL4CPhcssoS6JgKvLMsShpVlw+2y4+MN23VWEKtFQpLXhdaObtY2PkuA1kFV9dClHpcdoVAEoUisTpNGlmB3dYOOBpm8X8Tg4ixs3HaA/c3vdaKtvVun4fEabGrAjbkzqnRIiNA9S9pgpG41Gyu+PfmZAeyraYYAcnAqKslYoO+m0NZsfGwWtJuA3fD9b6ST5a0o1FWkRNW4PiXjTSiTKZgMnQMUZc/4W95VUFaQjp376uOoaEn6mqJzKy0+YRJeeOtzksqWk4zd1Q1x1o4knxMtbd19UjxLosjmuKC5USRRgMUiMcY+41jywvep0Rpn7FO+L6iCxacQ26wyZowrx7trvoMAMIpbnnYX0NNQ52UGsHvLekyZNhsfPnOV6dz6MUI1+zveOTKa/Q3H/h/W7AGgrKwMgUCgz3+HI33B5QLA5MmTceDAAUyYMAEjR47EE088gfr6ehx99NEJy+ThcpuaW8ni8xfh14tnYfaEwew5t8OGJ39/FgBKb0p2ekopCUDDp1fh0iKMkzwOPPTcB6yMSFTRHTj7NE5sKqFwFBbus6LFNZBFqU+Hq65tRlV5LipLspHEgeJAAJSoBtOpRc7ur2nGLK4ttJivvt+PYG8Iv5g6VPfdZWfMRlRR0NndC1EAu63XNbazg560N6KHdlVVWK2x+ncFezFtXDnX/qiOutXttPfZpwGfCy6HTUN905dLJRpVEDak43nc9jhKXqolsXaqwMo3PkV5UQz/gdLW3vWbBVp99elwwd4QUpJcsFgkAmGqqAykh4oZDC+lI+aDtRK1nW6kVItVVQJK8sStS1DX2MYOegBoae9CE5fupygK9h1qwnfbD8Ljsus22FA4isaWDtx48VzWNqedg0LV2n705NhcsMgSenpCuncCwNqvduL8U6bjxouO0/19wVGjdSmeAAn4pJCrmRqADD+PG5o7dSmQTrsVd115EvtspG411pfSsRrbs09D4RtenouuYAg9GsgNzZiYP2cUezYciWKcRhSVqP/N6GR5imRFURHmYI/5Oj5z91JYuTlDhR7SZr/lYwK2762DingqWiMErqoCz/2dxCbdd90paGohjI6UypjKlFFlcfWn76QUz/wclyWtvYoKj8uBCVUlOgpgKqceH4v25vuUxeQY+tS4HgpzUkidtAsQlTOOn8jWswqSDULfwfcnT0OdkeKF5CvE/pqWuHr+VwYmh6XZP/jgg/D5fH0+t2TJkgG/vD+43OrqakybNo2l4QmCgGXLluHqq69OWKbOZy87YR9yNqKtu3Dgy5eQP+t609+I2k11IB3xY/yIfq8eYIQXahrrDUVQXpSJ7Xtr4wJtXE47OhIE+ABAZUkWbv3VPHz1/T7c+cRb7O+pAU9CYBz+O5421W4lmqui6jcQCo1bkp+G3fsbEgdBcX1K+0wACczrDobiyk0kFcWZ2KEFDfJ0uKpho+1LEvmIqVAtnQLmqGosBoLC8LZ1dDNLCqUq5ol8ErXdSLFKAY54n/GPkb4C0YBY3/MgKEaxWWVcdOoMnH/KNAw+9sZ+5ziFZjZC2PrcDnQGe9nfjNStQN9+X0AfCDkQyc9KZtoftehkpPogCgIO1bcm7H9K+8rTyRopkhOJ1SJDkgQdLDKvofYndqsMSRLZfKJ1ssgyKoozsW1PbO0LAomX8rhsaO/siYvfCPhcsNssOFTf2g/FsxA3x2m+u9k8LMhJQWdXLxpbyN7AU3vH+ddFPWiXUYzzKTXgQYtGnJOfFcDBulZGotMf7a7VIqFt/Yp++/hwhWr2d/3j2yOi2f/2F8P/b2v2ixYtwpIlS/r8dzjSF1yuqqpMs5dlGS+88AImTpyIa6+9Fm+++WbCMnmf/cFqcklQelsBgNFaUppI+jngj1FKXr6YUEp63Xa0bHgEAZ+LmXdFUcBzy2I+7kQ0qTTfNDczoCN5yM9K1vmBKZ0sQPxYQ8tyUPfpg3j/masZiMiZJ5Db9YfPXYt3NP/pnVeehL0fLWd1okQ9155/LKaMGcRIN2i9X3jgQjx26xJYLRLmHz0K44YXsfdeeXYMs4DSpo4dWoRejRKWhwemrHQA8MtphGTFSL1p1qeMptNFot/Nyp1QRfrl2WVLdTS72ekBjBlaGEeHe0jz8eVmxqxJdDwoxSetE+2rlCQ3qy8dZ4/LhlA4ipz0JHjcdtSufRAAGAkSheE9fe4E9h5KVTyQ+USpT+l7Ke3owTX3M8pVY/1pXzjtVlhkCbs+JOXmZQZY23IzklBRnMlSPY11oJ+vv4Bo634vqROZL3Zd3np5USbWb9zDxiTZT/i8n19+Ho4/ehwk7SIKEDfLyw9fAoBosJIookSbq9OPHo/KoTHfOaVupZTQbqctbp0Z5w+leTVrD6Wp5dfOHb+ejwXHjNGtpVnjK9g7E/U/TyebiCKZUgybjTObM9pvK0oyUVaQEfdbfi+gcsGi6Tjj+IlxVLR1nz6IVSuvZf0JkLXT8NkKPHzj6XGaOwAG5tQ/xXNsju9fRdrjdTtQkp/GxpWXvQca2UEP6Km987OS4ddimfj6G/uJ0lsneV0kG0Tbj/720CWMDjorNQljhpnTaNP1MHFECfb9604o3Q2mIENHUv7rs0csGj8tLa3/hwcofcHlXnTRRRg+fDgeffRRXHwx4Q2PRqNwuVwoKSnBd999Z1qmGVxutLsB+UVlqG/qQCgcAcUCl7Ucc5oGZaTeTPaTmzLvo5o3ZyRee5+kvMiSCItFYr7C/igleUpMnk4WiNHsknIlxj5ls8rweZywWWUcqG2BqqqYN2ckvty8D/sPNeluzZcvno3MtCTc+OArccQSkijgjBMm4tnX9CmLfHvsNgtkSWSoZ5QOlNbf73Wgs6uXse7xGQK07f31aV/lRhVFsxzwTGUq6zMjdS6lAqZahqyhv9HPP6ROFgvR+Kj/nVJt1jW1M42V0gbXNrQd1nwCEPcsr3Hz/c+sIQIwdUw5Vq/fCptFhsUisfHh06rM6gCQuWhE7HM5rDpKWNr/opbeSK0FtB0EZZH8lqdFBUhMSVRRkBrw4LbL52Hm+ArYbRbs2l+Pq5b9BRNHlEIUBfzhL6tw1OQhWL9xNxpbOpHkdaG9M8iyQxLV36xPU5PcaGztgqqqKMhOQWrAg6+/38famJLkRjgSRVtHEHarjFA4yuaasVxZEuFx2eGwW3GovjUuup4Q1ERM60TnjArinuNTCvl5SvcCOi/tNguxXlDXETdW5UV6zV6WRA0SuAt3XXkSbnv0DfRw88nlsMHrtqO2sU23dszqz1MMAzG6bBV6KGmXwwq7jcTWUGtJeWEmOrqDOKgxIPL9lGjs6AUilrJKJnXA74YoCgzG2mqRWPowP7/oeujq7kVlaRY2btmNQFISaj5ejiMtVLNf9u6R0eyvPeb/sGZ/hGjv42Tbtm1wOBxMy1+1ahVUVUVXFzn4bDYbbrnlFmRlZcHtdiMcDqOuri5heWZwuaIjBeOGFeDB64mfTlEJ1SP/2a75pqmJ2GaxoLmN+JW8nBZKD0aAmL96OVN7f5SSPCUmTycLEKAUu82C806ZBpcr5rcLhaOob2qH3WZBiqZxvfb+V5g8MhbxTGXDxj347X0vs8/0MPjF1KEoL8piB/0Js0aYtqenN4yuYC/T7ELhKNPEAKC1Pch8exGDlkHb3lef0lgEs3KtVhlHTR6CrmCI24zIQeh1O+Koc5+5eymcWh/z48F/HkiddNSnThsW/XIsFEVlgUYzx1UweF8qlI74cOYTbTt99u6rFrD3Gvufj2dwOW3YsusQAKA3HMFxHGUyVJWh6imqCrvdElen80+ZxoLErDJpa1cwpGsP7X/+twAB8eHNswQboRdVWlYIrVNKkhurn78OvaEIFv7qMUw57W7c+OCrqG/qBAQBL72zAScdMxpvfvQN/F4n7DYLahvbEIlGMXN8ecI+TNSnDS2dbI7IkkhAWrjMlsaWTkbGQg/GFL/LtNxIVEE4GmXYDPwuR+easU4ztLLpnBlUmEkon3UQyrF56jDM057eMKJRBVecdZSuXBrHwbvvIlGF5eb/5Z31CPaGGeodGctejBlaGLd2+DrQ+kY17Hw2diFCjnP6cePg5SyQ3T0h+DwOLL/uVPa3rXtqdJYLFYib08Z+qizN0rlkLLIIQRSQne5He0cQYQ0TYNqYWBwQf5Gk6yE14IGqqhAkm44W+ycR4YdR2vL/DBhh/zZy2BS3R1Lmzp2LTz75BKNHj8bw4cPx1FNPoa2tDW+88QaOOeYYeDzkhiWKIpYtW4Y333wT77//PmRZRnNzM/ueF16zD4UjyJ19E5RgE/IKilHX1KEBtZDUEFED1iC4+0RDGihVpZn0RynZH+2rEQCDF0EQ8MmLN2DSotsPu16yTBDwEvlsf4gEfATIhR0EWtsVRf3BfSoIMbAU4meWCeWookIy0Ir2hiKQJL1mH/A50dbZww6yw62TIABTRw/CofoW7K5u7JP4iFx6hMOeT/RZ4IdTjQogZtU3PvpWt7nTSwJfJwqgE1UUnZXJvE0S++3hbAvLrzkZ44YVYf6vn0BjQyv7u8thg6qq6O4JYXAxcfl8s3U/o7hNT/EiOz0Jn329y7QPE/XpQIRmXlAaamp9M5bLk60YwV2M1LP0t5QjgZRHgtGy05OwbU+t7hJC5yndC+Joj7UIdVoujZI3SizuQkZmqg9Z6Un47OudrM4uhw2d3T26tcPXgWrQfFkACbDrCvaaxkh43Q5sfPtOFEwjrkNek7fKkpbpQcs0H7vE2BYCRBGIRFXkZydDUdSE8S9UhpRmYdPWvcjOTMWu9+7o89kfIlSzX/7eRjh+pGYf7OrA1UcP+7+r2f8UsnPnTnR1dWH16tV48cUXMW3aNCQnJ2PHjh2wWCx4/fXXEQqFEAwG8atf/Qpr165FWRmJPE0EqsPD5dKOVsOdWPvCNTjw8X0AiHk3I9Wn/6xh1PNUlZIkMtpaKjwtJE8JC/RPKUmpLM1+67Rb8aszZ6Px84dw1vwpEAQwbQQAXnrgQpTkpejqQGlFaTmCIGD2xMHITPXhi1duQsuGR3DuwqkYVVmAe7Vb+sjBecSXpuW5Ou1WfU6yN56m05gTO6oyHyfMHqnDmqdt769PE5WbleaDKBL6T5/WnnA4AlmWMGJwno5WdGhZjuaHjDAiomKN4vPck6b84Dplpfnx1xUXYfeBRthsRAs2YtbT/h8ztOiw5xP/7KFPHtC13dj/a1+8Hh6XHWkBD565eykAwoq39sXrMbIyH0l+N3xuu4629pRjx8bVye8l3A5kLpI6FeWmwud2sHGn48H/lm+73+tk7RkxOE+X0+6wWzBtzCCs/WoHVj9zFXb88258+pfr8buL56Ir2MvM9Ft312DuzCpcdc4xAICTjh6N2RMqWeS+aR8m6FO+n6hCn57sxaDCDKQFPHA7Y5kLhTkpyMtMZvSstFxKJ6uqKpx2KyRJRFlBus6KR+easU61PDZ+qg/dPSHccOFxOo4Hfp72cvOUzomlC6Yy7AhaLo3jcHJ59mefNJnRBkeiBFWSh+DOSvWjsiQ7bu3wdWg2UHtTCYUjuOT0mXH7SEVxFo6dNhRue8w/XpCTwtbr5NFlpnPa2E/N6x/GuQumsDGaNaECGSk+rH3pBny0ktBDX3DKdGx84zb2Hkpxy49zdrofbz9xKaD++IDW/5/lZ9XsBw8ejKOPPhoHDhzA6tWrkZ2djd7eXkybNg2PP/44du/ejeLiYqxevRoVFRVITU3FuHHjUF9fj6lTp+LZZ5+NK9OU4lZV4XU7dBq1IAgYO6yQoYMlimoWgHhaSBCQieralrjneUpJIB4Ziv+bKAwMvc0ii3A6bDo0NDPI2IHI6Mp8HKxvRX1Te1x+cCLhtZ9kvxtzJg/GX95aH/cchcAdiCTSHo2QvR6XHV3B3rjoXwp3SjUO2gZj1HnceBjGmdd0zGA7AaAkLw0H6lp05lUzGNiB0qYO5FkSWd3F2kXfFfAnhnW2WmQU5qQwKFSeMhnQZyUYMxQEACUF6SzzgYrNIutS9SyyqPmpY5KbGUBtQxtkWURPb4Rlc0SiUV09Tzl2LG6+9HgMPvZGjK7Mxxeb98X1C8BBux7OGjVkBhjHh4f4pdCuIss9p3Df8VkIcWOVYOz4NZKoPXx9bRq2g9l76Jym9TFCNfs9xKrGfqvVwThWZv1gFMroaZFjsUcAoYzevPMQ6hrbE/62r7YKID53I43vL6cPxxff7UVtQ5sWc5GMjq5eXcqp2Tgn+11obG5HfnYKtv2EFLf3/vPIaPZXHfVfzV4nu3fvxmOPPYYtW7YgFAph8+bN2LJlC0vHo7R+N910EyoqKiAIAjZs2ICKioo4yj8qZj57tasOVi6PtCg3BaIArNe47QEKcxMvKkxoIQEcqCMHvTE/1UifaWqShwCXBgzC/iaARdUbJRxR4mFPVUCJKqbwumZi1aJYv9i8D22dQQwpzYkV1c+Ng/aNIAhobe/CS29vAABIUsw5JQh66kreGuKwW3RRtMl+N+9i1T1rxObnoUm5CjEOBvoNfcboqkhEZ0pN3nzfqWqMmIiXnfvrdRszXw5fp4HSpg6EYpViPMiSyGI1AJpLHf+8KAjweez6w1rVubJ189g4pwUB2Lk3PhaGHh4ZGjZD2HDQA8CSEyfholOnIxyOcoGsI+Lq+foHX+HKu14CQOZhVXmuLj5BVVTdXBSgDnyNGsfN8G6VO4hVLYiTjan2rNmQ8Rct+luzsTNz+SiG9vD1DYX0h7KqqnFzmr6GN7OrKnQHPRC7zBkPer5+ORlJqCrPZVYbgF4mVEQiiu6gFwUBH36+lXHOA4jDn+DxRPj38GWb0fi++eE3qKmPAVTtPdikO+j59sSJoJ/PP4X8J0fj/6yHfShEAkrKy8tx//33Y8qUKZAkCfX19QDA2O9KS0uxaNEiAMCMGTOQnZ2tg5rlxYziNtLwFb56laSNiKKAkrx0jBtejO/e0tOxAgOnb6SUnhOq9BS2lFLSCDcLkAUHAM8uOxf7Vt2nM+PPGFeBfR8tR8uGR1BWSAJh0gJeSJKIypIsxrpHyxlfVRwHA8tDiV6xZA7SAh5YZAnjhhdh+z+Xsfacf/I0/PPp37DPZjSd9DsA+OMdZ2upYMQtMXIwgTs9+RgC0SsIQGaqH2fNm8TqQVOARFHAk7edxWAvRVHAqMp8Zqrjn6V1SATZy7e9RkuR410LiSBYjdCokiTiT3eeE0e7W5SbFgdZajTjJ4RnrSrulzaVfjdQuFaKEvj645fr2lNVkYcl8yYR6GMhZjY9fe4EHRTq+Kpig7sgvk48jGqtASqYf1bU5oKZC6auqR2lBRl4mqOtXb9xDxYcM4b1kSgKSPa7UZJPEDiLc1MxbngxY40ECO483/+Zaf7DWqM5GUlI9rthtUhITyEm5rLCDEiSqINfzkrz45m7z2XvTXQto+XyY2U2dn1BKvPt4es7ZXSZzo2SleaPm9Pxbjpg5T3noWXDI7r3mEEDG9fO3b9ZgLHDijCWgzKeMa4cdZ+uiFs7BTmERfHcBVPZ2FEXCn3P2fOnxNffAMvbsuER+L1OTB1NXK/5WQQiO9nvjqOH7qs92el+fPXKDUA0/KM4Gf5/l5/VjG+xWKAoCiRJYnC5lZWV+OMf/4iDBw/ipptuwu9//3vIsoy0tDQcOnQI69evx+233w6/329qxjfKxNPuxoY1/8D+r99A0ZwbAJBb6QWLZqA3FMGTL62CIAAep71feM2+IDIBwO9xsNusxJkI6a2fBg1ZZAkBvxv1TW3sPRQut66xjUWCk1QZVQtOipmXRUGAw25BVzDEzPnhMDH/2e1WQFXREwozEyAP7SpLIkuJMcKFmrWdliFJMXhRRSFwp20d3SwAjJrbe0MRljJHtWwextPpsCKqBU61d/bEPdsfZK+s+TRpe/j69wfBSsdSUZW4YCaARL5HtKCtnt4wY4tzcqlqtL52m4WlC/HjQT/TOZJoPkGAbjwVVSVQtB1BvXuAM2nS+UVheOk8cdqtsNss6NIAbSgUqstpM+2n/gImZS3HfyBws5IoIDXZi9qGNuILb2xn9Z0wohibth1AZ3cv7FYZVpsF5y2cihsvmoun/voxHnr+A5w4awTKizPRHQzh4ef/hbrGNpQXZaIkLw2vf/A1JIkElkpaIJpZnYzr0GKRoEQVDRFR78qIa6tM0CwpG6aosVmqaiJo3fjPiqowsCnmEuLmBP3O2MeqSiwCicoFBgYcRRk3C7KTsf9QMxQtDoFfOwXZyWhp60ZUVZmrLTcjAAhAdU1z3NqhpEThSBQZyV6oAphJn6bQeTTGTb7+OlheUUAkosS5CVMDHrR3BiGJIpu3dC4nmntDSrOwacseZGel/aQBeg9+sOmImPGvmD30v2Z8XpxOJzIyMnDCCScgHA5j9+7d+PTTTxmhzq233oqMjAzccccdOkrb1atXY+LEiaZl8nC57e3tWDJ3FKTAYNz3zPsAiB8pFI6iq7sXz7xK8LtVFf3Ca5pBZBpTalo7gpAlKZZuo+rhZqn/cuaECtQ1tuk2q+raZpQVpmPKqNJY/zhiaT0KZyZUVBUzNFAUCs0JECCPYE8IPaEw08rDkSjmzhiB42dVsTrIkmgKF2rWdgC47MzZsNusWp57DO6U9oPXY0dzWxfz29GUOYD4no0wpL2hCCaNLI17ltahL8jeSJSkE5nVvz8IVjqWR00egu5gKO6wm1BVrBs70qd5ulQ1Wt+xQ2NBUvx40M82qyVhn1qtMgZxaUwUFra1vVtnSxZAcM+pkPkVu6jR/k1L9qK5rUu7zMWgUBP1E60TzWOm4tCCyCJRZcBws1FFRX1TO3LSk1DX0MbAdwDgs693ITXgwfDyXJQUpKM4NxVnnjAR320/gHA0iuqaZuRmBvDld3tx3X0vo72jGyuXn4fahja88s8vYbWIKM3PYO8ZpqX8GesEQBcAF+ZSO6kZnv/e63bguWUk6DESUZj7jLjsFAaoZGxros+xtDf2Ct2c4N9NRYWKWy47oc9yj5tRpTOXO2wWiALwm3P0cOELjhkNgJjEVVVFasATt3Y6OnvQ1hnE4OIs9rvq2mYUaIRUxrXT1hGEQ5uXXo9T57un6JDHzxzB6msGyyvAPGbhxNkj8OrDlyIvKxnNbV26ORiJKnHjHPC5yAVY+onT7vDj0+5Y+t2/ofysmr3NZkMoFEJaWhqCwSC6u7sRjUYxf/58vPLKKwiHw5gzZw7WrFkDWZYRCoWQlZWFSCSCnTt3mqbe6eByNZFShsGeP41plEW5qdi6O5Ym43Xb4Xba+4TXtMjxEJlmIgiARZYZmQsPCytrwU2JhCdqAWLwstnpSdi+p5YdQG6XDQKEhCl8RnHYLRg+KA+ff7sLkqa5mMGFmrVdUVRG+BMK9912KrHc9QiDm61rbGeBQOFIlMH08s8C/UP2yrIIhy2WDsXXP5HQd9KxBACHTQ9qBJBUsXAkysaOWhOcDit6e8lnWl+bVY4R7hjGw+91oqMziKii9gvXarVIxNet1cFuldETive9AiRYsTvY26e2R60xxrSxRONst1mgqirxIWu/zU73Q1UxILhZKpIkoiA7BQuPGY27n3yH/E0kVpjPXroBF9z0LFbccBp+s+wlXHXOMdixtxZXL/8bVEVFblYAZfnp+OCz73Vrh/eDy7IIuwauZKyTVQNCMltnWWl+1Da0sbVDn6X1z80IQJZE7DnYGEcTbQqta/IZQJyliJ8TeVnJ8Lrt+G77QVZ2wOdER1dvv+Wa7c58PefNGYl13+7GofpW3fxxaml/dO0k2nuMe85AJCXJTdJutdRBiyxBVdU4WN6BHCxGqN1E40w1+6SAHzWrfzpQnYf/9R0c7h+p2Xd24LJZQ/6r2fOiKAo7xHt6epCfn4+qqirs3k2Ccrq7u2GxWDB//nw4neQW39raipSUFNODHtD77Nva2lBdXQ3RmYrTjxsHAMjPTsGhulY47Va8/yyBbCzKSesXXtMMInNwSSbKi2L0rAT2tYSl2xhhYXk/NoX8pO8ZNigHXrcD5Rrda0qSm8HL3nDhcRhcksV+O6GqBEPKcnTv5WF4jbCdIyry8beHLgJANEUjXGhf0K4A8NTtZyEcIW3n4WZP0/pUEgXkZQYYMEckGmWgJs/cfS6+/vttOHsBSYmjGvLrGlUw/yytQ1+QvZUlBFbYrP79QbAGfC64nTaSpnTbEl1b3U4b3E6bbuxof//h1iVYunCqrr4UNthsPPKzkjGqsrDP+XTg4/sgSSLSU3xwu+zMKnLcjCpW7pyJlZjAxQYU5aaycnm4Xwq76zVAoSbqJ1onq0Uipv2oAggCjp5CSHP8Xle/6+HAx/dpOeak36JRBSV5qWhpiwWPCSLJrkgNeHDG8RPw6dc78cV3e8mc8fmRVFwEeyCA6kPNWHDMaOz4592s/71uOwQB+PSF37Jxp+uH1omuQ9qH/ByhULQLjxmNwSVZTEMmB5uAWRMJkVTA70JqgGzI5y2cqps/ZtC6cVC7dD7dukS3vvk5cfsV8zCRi+3JzUjC3Jkj+izX47LjmqW/gMNuZZqvKJC4h4CPBGwKAtGu17wY4/yYO6MK44cXx60dRVExRfOd//H2swCQvYHGTMTmkz0O6pvGqVC58PTZOG3uRBZblJnqj4PldWvzsrIkC0leJwtkNsII0/2UHzvjOHvddrz9xKVQQ+3xgZj/lQHLz6rZ+3w+OBwOXWT9448/jttvvx0HDx7UPbt3714UFhbi+eefxxlnnIF9+/YhLy/PWKQu9Q4AXnjrc1x+xwvIyckhcJhaKkpGig/NbV0IhSPwuuzwuO04WNcaBwNLxav5pwCyyJx2KwNs4W/GVgvxx9P8YT6dJy3Zg/omgjfNQ34C8elvPLQln05ms8rwuOxobe82vZFfcvpMPPbCh+ydRihUQasUfS//HjNoV0VV2e2faEUKe1YUBOaLNELgDi7OxPe7aiCKAmxWGeFwLA2rJD8NG16+CUljLgUApKd4mZmwP8he6nueNrYcH36+pd/6A/1DrvJC20rJXgCy+fLsb6X5adhzoJGRd/g9BM7UbDzSkr1obO7Qpb+pKvErU7hfVau/KAgQRCFhbAAPt2xsK42LsFlJShevbfUF4Zue4kVDc4dOE+trPdD6ixKppwB9ueFIlG3IXpcd3T0hiKKIwpwU7D/UxCLgjZtORVEmxlYVIcnjxIPPvh9Lh9Oe5VMF+T7NSvWhtrGd1QEAbBYJFosc1090/tK3UwuI3Ub6NI7gRZs/fMwIQA6sb7dW6+YeP5+Mc8JoeXDYLAyAJhE0MB1Tl9OOtg5iYpckEVCJ1aCtIwhBAEYOLkBNQ6u2t2lR85oZ3bh2jKLfm2J9Wpybin2Hmoj7kLMm8uh2vBhhefl9wpj6R/cjVTXPYKCw4UZI7idvPQNLr38SgUDyTwqX+8iHR0azv3TmfzX7OJEkCQsXLkRaWhpGjBiBV155hfnszaSjowOCIMDv95t+z6fe+VKyccVdf4NgceKEmcMBxDaEY6YOwyM3nwkAaO/qYbdJIwwsQHyDfPR/it8DWSIHcJ4WYUrl/FNmsHcI2rNU6EEPxCA/k5PILV1RSFANlaiiwqEBu3i4SPyUJDcaWzp1KUu8PPbCRyQQTiurtT0ImzUGZakCzBcXew/5TKFdKVgOXegUXjcUjrJbeE9vGMHemMkzFI4yMBAA+H5XDQAgOy0JBVkpugVf29CGFc+9zz7z/sD+IHtVFXA6bWjvCiasf18wnkbIVUqRSuXME0ksSBdnzm1p78bQsljGwI599cw3HfC7UN/cAYvFnKCjvqkd/NHGQyo7bRbGf26zysTX2UdsAA+3TNtK50E0qsDvcWHenBHas9F+oYLtVgsEkLnHEza1d/Uwgh0zWGSbzQKn3Qav26HFJ8TK5TWv9q4eBHwufPDMVThY14JgbxiSJDKtGgBzcG7ZXQO33Ybn3/gMADnck7wOFGSnsPea9SntN34ce8NRZhGhbU32uxhNsN1mwR1XLmTto31KD3rd/LHKOO/kqaxsj8vOLGf83OMhfI1zwm616Pow2BvGqMq8PqGBbTYLzl04Fa1c0Fx+VjKiioJS7f2CIODLzXvZ3qSq0MHwGtcOQHDvL188mz1v1qfhCLmY8/EX9KCnMSEkcNWiPa+H5Q2Fo4wWnOIXpATIeqbQzHyfBjjwsPqmDpYmzM+9l/7xBQTJpgMu+ilEPEL//h3l39pnDwDXXnst/vrXv6Kmpga9vb1wOBzsUpCRkRFXJq/Zv7Pme5x94/OHVScjDGxeZjLqmtoQCkXYli3LIsYMKcRn3+xikbAAcPTkIfh+1yHUNrQNiKZTlkQk+92oazIHrujLn8bfyl0OG+OEp/UZXpGLb7dUE6AYgGkSsiRBVRW2ebqdNoTCEQZh2leUtgAgM83P/IM/p9C+cdgsiCqKaf37glylGiPtR/rfgQId9SX8eAR8TgR7wyyPmYdUliQOxhWAo5/YAB5uORHc7+SRZVjz5Xb4PU4Ee0P9QgXHIHJj88nncRBTfW2LKSxyTyjcZ+wJL0W5qfjy1Zsxa8ly7Npfj7PmT8InX+7A0EG5WPvlDuzYR3L7rRYJNquFtbUgKxnhaJQRr/DC92lBdjLcLoIvQIMWczMCUKHiQG2Lrq1Ou5URTEmigHBEYXC3HV09cW2lfU4peunaofPJZpVJvEM/MNRmgDupAQ9a27sTQgOLwuHDKRtheM3EbrPgzBMm4H/++jEGFWYwACa+T60WGW6nTRcl3594NEAt+lYzgCJw3xljPozfq6p+L87LTMLu7zdgyvTZ+PCZqwZUp8MRqtk/doQ0+4v/q9nrpT+fPUB89Hv37mUHeDAYxKeffor77rvPtEweLnfOpCEkV/nAGvzzqV/h7SevAEC040GFGVil0Sw67VZUlefGwcDKkoimtk4snj8Vrz5xpbbZWnDRqTPxwPWnASDmL4DAdWak+vDpS7/Dit+dwfyZl505G2teID41u1VmsJ0zx1fA7bJDlkUGZcnnkzvtVlx6xiyMqszHknmT4Pc4kJHiZb7dM44nlKtFuanIy4rRZ04YUYJBhRmYOor450RBDw8qitBB+CqKynLI+4O1JSl7Kqv/QKB1m9c/jHNOIpCZacleFnsw/6jRjLpVlkRdv5iV22KA/Pxo5XUAiOaQqP59Qa7O0N5D4WYlDTTkuXvOw6jKfFhkiY3tzPEVGFSYweoIAJmpPuZ35CGV+fEo0iB8czNi1h8K4bt/1XJm0k4LeCBKYp+xAQCBP6UWKNpWWRKRFvCQKGAIaNQASkLhSL9QwdnpftR/tkKXsw4Qt8WmN3+fEBb5/JOnYdXKayGJAuw2C1I1rS09xYuFx4zW5V+Ti2QEX2/ZB0DF6x98jW+2VmPW+AqEwhGkJ5ONNTngQ25uOh6//1cAgMbWTpx09Gh8/tffaXNPMO3T2y6fh1AoigsXzWB1LC1Ix5ev3hw3JyhsbWaqD7s+IP5xj8vOIKznzhwBn9uhyyk/9bhxurWTluzFfVrUvACwucfPW+OceHbZuVh68jTw8vqjl/UJDZye4o3l72uQsbVrH4DTYSUpc5rYrTI++8sNrK08DK/Z2vF7nPjbu18gI8WH2sY20z6NRKOw2yy46NRYn+akJ0ESCbMfrRO/RoeW5cTBCBv7hX6XleZnfWq1SMhM9eGh353B2nP54jlxc+/6C46F6Ahg9JDEVt8jITTN+cf++3eU/xM++3A4jJNPPhm7d+/G3//+dxQWFuKDDz7ArFmz4so0g8sN132NwuEzGcVtwOtCe1eQ+TMBMA2Yv027nTbmOwZiN06nwwpRENDTG2aad0FOMvYeaIp71mqRYZElpul53Q7GYkVl+KAcfLvtQJzPkI/qNgrV4KeMLsUnX+zoM/KVtk1VwXLH+efN6sT/9gfDwBoibYGY//vWy+dj665DePGtz03rwPv66P+3Wy1MM+O158Opv7HtRohRScMtMNPW+Ihmff1iOey8bzlRvfxeJ9o7gmwsKBwzRRmk2lRJfhr2VDf8YMIcALj+wuNw5xNvkb4wGTuH3YJgT1iniQmCgCSfMyEsLw9BTP3EMfeDrNMGE80fn8fBUCETEfA4NH87BB5CV68xDivLwfe7DyHJ60JDM3GTCSCuL7O+p/1Nfe20jjw9rbGtHZ1BtnYADGiMeTlt7jh0dYfw9399HauHoa2JoJqLc1Oxq7oBQKxv+X3iqMmV2LjtAIsRMva/2doBgEFFGdi2u1Z7xlwL5+OUeDFCUvdVfzOhcMVkXyTuMh4S2O91orOrRzceHpcN7e1d+PLl36Ky7Mgf+FSzf+KjzUdEs79wRuV/NXszyc/PhygS0JprrrkGyckxTYge9Dt27MDQoUNRWFgIu92O4cOHm5ZlBpcrpw3HpadNxysPXwwAaG7vgs/jZJ8BuvAFHfxtZ3cv0lO8jEYUKjC0LAeqqqKzu1c3GelBL2u/V9XYJkIPJT4HkwLbAGDBNcYTm9ZJluOHiboO1hgOer7cWEEAIJB0IEMeaH95oQOBdu3rWePjNNDt3qfeYQc9rQdAgpT49wgCDQEj+fw0wtmsTwdUJ+2/1ExuhBhVVJXhk/NitUo607UAvp2xSyJ/MNNDwM3FMjBzulYnlfsNBcChsnNffZ8HPZ2rkihoF44YVKdduzgs09LgyLu0w4qbIz29hJmR10bIxVBNONb8d6oKeJ162tREz9LPQKxvRAGYPKqU1IHr06JcgrSncDEYtG78Gt2xvw6RiMIOetJOoLvHPJhM1cocP7woYR15iUSiUFQVDodVq2NsvAaaU/3Cm+t0Bz2gXSo5XFVVMa/DruoGNhfD2lzln/vnJ5vZQQ/E9z+/dio4pMptu2tjAYiIh/0GYHrQAzFIar7tffWhGbSuqhIAMFEgighv0ieXD+NmCA0u999Ta/6/ID/rYR8MBlFXV4fe3l4sW7YMCxYsQGdnJyorSZpHJBLBggULsGbNGuzYsQN//vOfIYoiFi9enPDGZITLBQCloxqn/nKMzrxlt8m6z1lpfjSuewg1a1cwsA6f24FVL96Ez165FVvevxfXnP9L7D/UhCSvC+/9ifiN3njicgDEhLn4xEnYv/oBHFq7ApNHl2n56SLW/oWkMQ0qzMD29+6CJIl4hoMW9bodKC/KZEAmQAwatXHdQ9i/+gEWmELgZbOwZN4ktGx4BJIYM5mJooBn7joXZQXprJwYtO5D2PfRvfC5ncjgTLa0TsAPg3bt69ksDTKz7rOH2OFK69nR1aPbLDq6eiBJIp7mYGypZYBuUvdftwiKQqKbjX16OHWSJBF/vONs+D1OpGsm29QAuc0PL8/F6XMnwON2IC2Z9GtKkhupSR5UlGRBEmNwoHwfm7EQPnfPUvi9Ttx+5QL27Ixx5dj9wT0Gxr++IVfrEkCuThxRCqtFxmlzx8PrdiA9xY/TTySwxBTI5ak7zmJljRtWHDf3Vt5zHs47eRrGcTCqZYXp2P3BPaiqyBsQBLFDu8wczvzJTkuCIAhIDXjx6iOXwumyIykptqaHluUgyefC+lduRn52CjNdP7NsKWrWrkCpNse9bgfOmj8Zjese1tWRmqAT1en1xy7Tfa6qyMPiEyfB53EgM5U8K4oCCnJS0Lz+ERxYfR+8Hgcy0/z48nWC4xHwuU3nHg+3/NjNxDydn50MWXNFFOemouHzhxiUMUDiJHi4WSozx1fg/FOmY+KIEjStfwR+j1M392aOr2BzKREMMkDWToUGqPPYbWdDEgWMH1Fs2qeCEIPl3fx2DK7YCGNL+8kMLpevnxm0bv1nK7Dzn3fD7bJBlEQ8f+8FAEgAodncW37NAqihdjzz93X4KUUUhCPy799RflYzviRJsNlsKC4uxo4dO1BYWIisrCx0d3fjs88+Y+l2ZvLqq69i3rx5fZYfCkfgG3sF4bMvLEFDc4cOjpJij1O58aLjsH7TXry/djNUVWUakKKQCF5FUdjN+YJTpuMPL61Cst/NiByWnDgJH63fioN1LVCihDBElkRUFGdh0/YDKMhOhqIC+w81waKxcNHOt1kJmAg1a/HQu8l+N2oaWrVUIQmCQLQz6vPl3Q0WWYIoCqyePFxueVEmdu2rg8ftQI2mDfAmwbKCdOzcV68z9fLf/xAY2JL8NDQ0dzDyDptVRkQLjCrJT8fW3TWwyBJSktyobWzTwY5SEyQ1TY6vKsK6b/dogCHEhZKe4oXVIqO6plkHyxurrxAHQ0rBffj+p0KDh2RJ1JDD2uK+J4F8MZM47eNgT5ikcWmBSqOHFuDL7/Yh4HOxOVJWkI6eUITBItM6mUGu8tDAPAxpIuY6MxlRkYevt+xndezo6tG9xyJLiERjIDMAUJCdjKjGMe6wW7SIdlKe3UoCIs2Cq4zzJ9E6I3UXoWja4PDyXGzdVYNIVNFxy3tdDsiyiMaWGFFKasCDqoo8fPb1Tl16ptftYM8ZYYX7gvvlXTBGyFgaH2ORJeRkJGHvgUZiGdD63OWwIeB3obqmWfcePrCWh8qVJOLuIAh3Vh00tiAQaxMP1Qzo4aOHlGXH9RNv/ub732aVEQpFIGjrl9+n8rOTse9gE46fVYU3/vUNayt1ZbgdVvh9LoQjUVPWu0TjzMPlMpeHJIISDwGxNQmBjBsNUJ09qRIfrN0MiywhI9UXN/cuWjQNDz/8EKbMPuEnDdB7ctX3cP5IM353ZwfOnz74v2Z83ctFEUVFRSgvL4fX64XdbkdGRgb2798PACgoKEA0GsWMGTPw4IMPQlVV5OfnIyUlhTHjGYWHy91brfmk7AGMG1YQB0d5viFoZu+hJuw/1Mg0zmhUwbBBufjV4qPYQU/hJd9Z/S2S/W5dEMvzb3yKY6cNI1G62t8iUQWbdx4i5R9swqSRJZg7aziJyObeHY5EcQEXZEShd4eWZeNQfWtss7XJCEeiOhY2uumNHlKAcCTKzH203Gljy/HM3UvR2d2DzmCIHfSAHspy+946qFCR7IulwvBQn4cLA+ty2rD3YBNa2ruZednttANQ8eKKi1l6VDgSxfRx5TrYUVmOYfgvOJrAgX7+zW6oqorunl5m7q9rbEeFBmwUNaSJKVqalXHczfqfytTRg+B22hDsDesO+rEah7hNs1DwKU20jy89Y5YuJuCrzfswujIfS+bFoJ23761DVXnugCBXKTSwEYaUSlRRccYJ42P9rXMXkP+2a9HttI7G97idVqiq3oy692ATA4siEeixOvWEwmwOGMU4fxKtM1J3ku9OqEs70BuOwOOK9amiqJg8qpT59en8KcpJxftrNzNIW/os/47WjiALuOwP7pfE1ejhlumziqLCKks4ZsoQdHUT5EI3l+LXFezFqMp83XscNj2ENj30RVHA4vkEWKqhuQMVRRmsDgAJrjRCNdNyKXx0U0snesMRBq8M6MeN9n9qwAOvy07QErX1a+fG7JCW4fDWR98CAI6dNgzjhhUy03lnMISDtS2YogX5GiXROJvVPxpVdP1B12Syz8XS+PweB7ZqqbrhSJT1KT/3Gls7AAg4VK+/fP9XBi4/u2avKAoqKytx4MABdHd3IxwOIycnB9XVxAQ/atQofPXVV7rfybKMG264AbfccktcmTq4XNkJ+5CzoXQ3IK+wFHVNHabwlDTgJBGve39877wYA2R48Xuc8LjtqGtsR0pSTFtPJGZaZEVxJg7UtiAaVeLINcykMCcFkaiCusZ25KT7sftAY8Jn7VYZEmddMIKBHDYMLPdbo1x8+iycvWAqxsy7GbIsIjPVjwO1zTrYUaqNqioSQgNLIsmQ6Ozu1TjgO3X17ezqYalTPPRxSpK7zxRCSRRhsRB+djPhA6wyUn2wyBJq6lsHBD3qclgRCkf7hVyl0MC9oYgpVDPVPPOziKZGAZC8bgeuPe8XuPbel1kqIa2jsY/TAh7Uc/5uKtRSYd72WEBXRXEmtmgbtXH+JFpnZiKJIjxuAhZ1JKW/ecrDCBsD1eizAjSyKYN1orI0Gy1tXXGwwgGfC909oThaZF74OUDFaomHCubhoy2y1GcqHN//w8tzsW1PLQNtosF2/3P72XjlvQ14d813/fYdb6GYN2ckXnv/q7j38P1kBnVMoXWptY+uyWhUT5VcVZGPb7bsg8dlh8dlT7g2PS4b6j8xz8T6MUI1+/9ZfWQ0+/Om/Vez1wkNtrDZbPjjH/+I5cuXa/jK5Mb3ySefYOPGjRg5ciTWr1+P9957D06nE4qiYOHChaZl8j77g9V7AADRjv1Y+8I1cXCUPGQpQKBdG9c9zLSEypIs1H1G/Pg0BYgGPt173SloXPewzld4+eLZqF37IFo2PIKWDY+gUoOf/Ndz1wAAkpPc2PjGbaj79EFsfPP3LI1KEIBnly3VlTW8PJf5WJ9dthRDSsmzN1x4HE795TgMr4ihB1aWZrN3Nq57mD0LAMfPrGLv/PK1W+DzOGCRJZb2lp2exJ69YNF0nHH8RAa9a4QhPWwYWKed9dt8TTun8vgL/8KYeTcDIGQkB+taGOxoktcFQQA2vPw7nHzsOF177rzyJLRseATVq0n9fR4CCytJIu67bpGOLjc/KxljhxXFjXvdpw/i2GnDmGZBxw4gcML3XL0QxQXpGvMY8TuW5KcBIH74vKxkpHBAILPGV2DjG7eh4fOHdP3/3D1LMXVMGRafOEn3ngMf398v5CoQgwbWwZBq/Z2bkYRBhRkYP7wYX712Cwq1gDabzYIlJ03FWSeRFL6bL5vH6vjFKzfFvef+3y7CuQunYtzwItyvgbqU5KVh74fL4+YehfAdr0G/iqKAnPRYGhidPxSqNtE6o/3AUxlnp/sZ2dO0sYNQkp+GjBQfrl56LAASQPbtO3cT877bjlkayYwoCpg9cTAmVBWzdVZWkM7qkGiemsEI/+rM2aZwuU3rH0b9ZysQ8Ll0cSazJ1TEwQrbrDJcThsDO7rwtFlI9rvx6C2L8c9nrmZ1/uCZq1kdrLIEiyzFQTXTcil8dCSq6GCpRVHAHA7Glvb/xBElWLXyWpTkpbH1e/b8yTi0dgWOmToMR2mwyCV5aWzfOLR2BSqKqTVHxElHj2Kpp6Io4MTZI/sdZzOo6fuuW4RzT5rCfkvX5Mrl54GXb7bsA0Au9bWNbXFz74lbTkek4VsMKcnETyn/Tb37icTn80EUReTk5DCf/ciRI7Fq1SocPHgQy5cvxzXXXBP3O1EUkZubi71798Z9Z5Z6F+1uQH5RGUu9owEUPGSpolG1pgY8qGtq16BAyebpcthIUFlnD0KRiO7ZSFTR0KcI8pbNKqO2sR03XnQclv3PPxCJxrRbn8cBn+YHJn74Nk3LEFFWmIHOrh7sr2kmdeOgUUvyiN+7TYtg9nkc6OzuZbflROUCRLOPKirqGtvg8zhR39SuA5CxavCqABjcKQWdIfS6fEpW7P9XlmZjy65DOl+csU9VFYCqQWZC1fnh+fJ4y8nQsmxs0ghDhpfnwmqR8fX3+5iGYbPI8LjtyM1Mxtff72NlFOemIjXZi/Ubd8eoTjUYz+5gGJFoTIMaVZmP73YcRCgcZXWpLM3G5h3kvZmpfjS2dLCxE7RUCVUFivPSsP9Qkw7tju/jQYWZ2L63lkHWUghc2sf02UN1rbo6AQTq+PEXP4pRJhugjl0OgpPeRql1Na20KC8Vu6sb2NjccdXJkKDiunv/xvqnMCcFoXAEB+taddCuvM+X+pTpfGKxJVo/pCd70dYZhNUimdIT0/kDzd3AzwlJFNGjrTOzZ3loV0kSIEDQwbXycta8Sfj0653YvrcujkjIuHYOB0I50bMWDfCnvTOYME1NFkUoUBkiIm+BCfhc6Ar2srUlS2Jc23j3j3GdHahtZu4Mvp8oLC+1zPDrl9JDU5k+dhDWb9rD4j8IrK2MjFQfahtaGbwt60OLhBS/BzUNMRheOt9L8tOIJUlRdONM+5RacASQYEkIArpYTBFZk729EeRlBbD3QCMihjgbCtnLr+e8zAD27t2Ly8+Zi3uuMlf0foxQzf5PH285Ipr9OVMr/qvZG8XpdOp89nV1dQwu95xzzsHxxx8Pj8eDQCCA/Px8OJ1OXHzxxXjvvfdMyzNLvRMdKRg3rCAOjvKZu5fCydHUzhxXgUP1rWxSqyDpLoU5yWhq6dTlqR41ZQhqGtp0mOkt7d0YrcGM/vUfGxCJRnUwqm0dQUwaWYKzT5qi+eHJe91OG77feQhlhbEoeh00aijMDnq30wZREOHlNO5E5QLAngONKCtMx7TRZWhsJpcSj8uh9QN0GwKFOy3OTYVfS3dyc2lV/Ca3ecdBqKrKNFxdn3IwsLIsIcnnjF0YQDDTb7z4eAT8MahgKpu2HyRAQCk+uBw2bNi0R3dTjqoKLlg0HQdqmnR1Sk/14fNvdunaTmE8LzhF7zPeuK0aeZnJOi2NHvQVJVmobSQIiE7NP0sxvgGgvYOgnlk5uGLax8dMGYLahlbWp8V5qegNR3SmWvqssU4A8NgLH+rSLym0KIUhJWbTWKXdThsyU30sVoG2Z/23u3DjAwSBksIm7znQyLR5Hto1NeCBKAjwuO3sWTqfWGyDVqeooqCnN4xpY8oBxNMT0/lD4Vr5OWGkgzY+y0O7RqOEb8JmQg0LAM+/8Rl2V9cDIMRWKvSpbGawwgOBUE707JTRZejoohftWGaCKAq49rxfAIB2YBGcBb6dgwoz0K65vu7XfPSRqIKczJhFDQDLaACgS/vcvOMgMlN9TMvm+4nC8hr79NRfjkWall1CoWhXb9iGi06difNOnspSMEPhCCaNLMGjN5+J3Ax9fSKRKE49biwAAubE58/v3FcPRVFwy2Un6vrp7qsWsDoC5LLeFQyhOxhLg6Rr8pllS1Hf1IGwxgPhcztYWUD8elZUFYLVg6MnluO/8sPk3x4u96WXXkJLSwteeuklrF+/njHhbd68GaWlpXFl8pp9KBxB7uybSDR+QTHz2VM4SkmSIEkxzf5IiEUWEY4ophCZZQXpCPaGUa1p70bhQVt4aFQz4W///ZVr0crtr4UMblNVMbQsB1t31yASibKgsDFDC7Fh0x72rChycK+6Po39PVHE+Ixx5bj3t6di1Ik3w+2wojPYf/wBFUkUMHpIIdZt3I28zACzhjgdVqiKyrIYjDSvsiTFadNUMlK8qG1sNwWeGTO0EN9s2U/KSEAVapFFRKMkupz+2mqRGWiT8VlA6LdOVEwgGGC1EKjWSDSKwhyi2fcloiDA5bT1SYtMx9flsCLgd8fFllALVEdXD6prmuPoiY1wrfyckCW9Zj8QaNfDFUkEogqxUDgTwAr3BaGc6NlEGQ+TRpRgX00Tg+Xl14NRBAG48NSZePyFD+PmECG4URO+Z6A0tPz6LcxOYWA8unoAqCjJxvc7D8JqkZGe4h1QrInHZdfNHb/Xga7ukG4/BfqH+DWuSUkUoULFmhduwKRFt+tinvj1nJeZhL379uHys39azf7pNVuPiGZ/9pTy/2r2vAwELnf06NG44YYbMGbMGHzyySdIT09HNBrFJ598YlomD5dLO1oNd2LtC9fEwVMSX2iERaxS6lkKgTln4mACpVuRxyBv77zyJNNni3NTUVGcidGaH2v6uEGQJBGLT4xFYudkBPDFKzfpYDBpWUdNqmQ+MIDcpimMZ1FuKmwaTOz4qmL4PU786sw5/ZYLEJjLMUOLsG/VvVj74vXwuOzs1g8AEzkKVQq3OX54MVatvBYOm0XnZ+V9iZNGliIvM5lByNI+5WFg05O9aPj8IZxz0hTWj9SHf/NlJyKsLeokjbITiEHTXnr6TKappid7GeRnRXEmxg4rwoobTwcQA+mhVLQ8MRHtw/rPVmCkBncKEF9647qHdVTAgzWt9w+3LQZANOKMVB9SAh4cNWUohg3KBQC2SZ938lSW30z7uGbtAxC1dDmAwI7yc4R/1lgnvu20TxnksNZ2URCY9u20W+F22nD54jn48tWb2WEDkA09yevEF6/cxOqYleZnmj2FMKVQqn6PA1lpfqZ52m1WXWwJhSyNKip+e/4vsfGN21j7eHpiI1wrv856uXVm9ixt636TeZrMxUcU5aZiSFku8rJS8Omrv9dMzAKWzJuIF++/iM0XI6zwQCCUEz1L/dp+DWKYylff72MXg5GD85GXmUzGQRDYHHh++Xn43cVz4XLa8dk3ZF/zOO2Yq1EZVxRlsvfQ9vFkLzPHV6A4Ly1uTvBQzcY+HT+8GF+8ejP8HgfD4JAlEXMmDcE5C6fhzSd/zf5GY00WHDMGNg26FiCurJYNj7A2nPLLceDl7T/8Om4/pbgBJJfeZ7of0TW58/27ARBrUcDvhj/gw9BBufC6Y3gi/Hq+8cJfQmnbgy++24efUoQj9O/fUX52n31/cLmLFi2CxWLBypUr2TOlpaVYunQprr322rgyzXz2qqrC63bobqY8jCevOXlddoS01DZBIAEl1TUtLCd42pgyrN6wPe7ZJC8hbeD9dZIoIDXgQa2WqyoIxAzY2t4dp/mbQaPSzZu3OlDax5Qkjw41jPrJskyIaig8pdftQFNrF4Fn1W7yOel+HODIRmg5yX43mts6YzCwhhx2Vh8tX520zwAhK8Z+Q/3BTocVKUke/OG2JZh3ycMJI5ZpWaIAZKUnYeExY/DAM/9k7aFma75vjNC3fNt5khVZEmHhcnzN3kvbkJbsQ31Tu849IIoCUpM8aGnvYibLgcynvurUX5/mZQWw/1DzgGFW580egfWb9qKhuV1XR6MFy+chcK90nAHtsuB3oaOrB7Ik6vppzNAC7D3YxOZedrpfR1ZjjLhP1C9mz9K2HTNlCP65dnNcu845aTKWLpyG7HQ/BEHA1t01uOepf2DVuq1484nL0djaieOmD8dTf/sYDz//L9Q1tsHrtqOhuRO8HA60a7Lfjbf+cDkuvmUlvt6yn/3dYpEQCRNmwb6yYtwOK4K9JJ+f155dThu6unsZlTIdG55Yixd+TgykT/0eB1o7grq/A4DDbkNbRyzjwW6zIBQKx5E/Zaf7EVVU1Da0QdZy5fm9ye919pk5QS1kfEwI/x0PgSxqENVOQ934PXLhMSPx4spnUDxsGra+8/uE7/2hQjX7Z46QZn/Wv6Fm/29x2NtsNpZq53K5UFhYiI0bN0JRFBaZb5RTTjkFf/nLX+L+bpp611mL1OwiNLXFJpKoBV0dIev9gMVoDjtcSRQgZNEClRKJRZZgt8no6OpFwO9Cc2tXwmcBJNx0jMKb6Wma10CEmlz9XicKc1Lw9fexjdTISZBIeM75voRv+08l2v414Pb3VSezPqXjbpYeZrNaEOwJJUyjY3VEvDuA/xt1QQGxS8CP3R0Op19oW1OT3Ghq7UJykhsNzR3M7H3MlCEQBAHb99bBYbfgxFkjcdmZszDtjLuxdXctHr35DOzYW4cVz70Pr8uOSFQxnR+CQC4W/bnuYuZpIc4lRyWRiZ3h/cOkzwUBXpcdbZ1BBrpDx9Vus5hegPk5MZA+TXhp4OorgFwiBsLQaRSrLCGqKLp5KgixwznRPvVj5adOvXv2k21H5LBfMnnQv91h/28Nl7tnj+YfttlwxRVX4N5770UgQFJ9jjrqKNMyjXC5kigg0vAVvnr1RvYMhZCtWfsggBiEIxCDgsxO92tMVwJEUWDwrE6HFZedOcv0WatFRhbHfubzOHD54pi53emw4qz5k/qFRqV1CmigFXwgGR8ZD5DNPivNjwsXTWe/mzZmkA6ekrKblRVkwGqRdebURO0ZXJLF2r7+lZsxsjI/zrxYVpCOi0+fGQfNybeHh8ulZVlkCaoq4JGbzsTg4iyd+wIA/vLARTEzpd0CSRLx2iOXwu20wWaVYbVIWP/KzRhUlGlaJ9oevu2lWtvp2Jw1fzKDB6X9cMWSOcxkS+BnfagozoLVImN4eR5mjIulew0py46DvO1rPvFwrWZ16q9P6bgbN1BVVVG96l74PU7IHAZ5eVEG6Xueicxkjo/k5viq569nfXH2/MkYOTjfFC73iiVz4tqeqK0D6RdjW71uBwYVZaAkn4zPn+48BwDw7prvsG1PLfYfasKJx4zHL48ah67uXkyoKkZKkhvzZo/Emx9+g+z0JFQUZ6MrGEpcpwTQrgBQVpDB5l56ihcpSW5kp/tRUZzJgKAEgTD+nbNwGiRJRGVJlg7SesY4Ekj2qAaXO2vSEPaeGePK8fGfCWtjfnYyrBaZtT0rzZ9wnQ20T+n6pQyRf7zrXFYef2lRuc9mnBqSJKLx84fQsuERsn65fejVRy/DIa4PM9P8OGcBgWrOSSfQzAAwdUyZrv8dNguximmuKYssIT3Fh1Uv/g5DB+UyHhDqJqXQ30/eesb/SurdfzKf/c9ar2g0CofDgdTUVPzud7/Dpk2bMHPmTNOUukcffRQPPfQQXC4XkpKS8P7775uWyfvsU5IDGDYoG6InV2eCam7tYohoMeF2UYFsol99vw+KoiI1yYOSvBQAQMDrwoaNe+Oe/WZrNWRZZP6avQcbMW5YEQtoo7/98rt9qCrPxYfrtujeblYnm1WCJAq449cnweOyMyrRzFQfhms+5PysFPg8Dnyu+QOjioJ9h5owZmiBrqxQOBJXx77aw7c9PzMJ326txrhh+kN5xrgK1h6jdkDbo6oqrl3+N4QjEST7XLjq7r8gHIlizqRKnDBnFBQ1PkAryeuE1SKjqjwXPb0R2K0WDK3IR2c34dc+9bhxfdZJ1x6t7d9qbadjM2t8BWZqhzfth/UbY2MlCoREZNueGiiKgp3763DsNLJhy7JkCiOqF/18Mup3xjr116eiICA14MapxxHfqcdpR2l+GoYPymXUwyo3x/mo8UR16muOf/7NbkZFy08YYz8NpK19PSsIiGvrnoONaOsIYpy2HsJRPrukAaqq4peTylGS6YXTYcPn3+6B4HThywNt2HuwCb89/5f4011nQxQFOGwW0zrR+WUK+1uYzr4LRRTUNbWjpqFNVycatf/dtmoMG5SDPQcaUZJHDqaC7BSs20jWY7tmudm5p8a0N7bvqTXdN3gxm9N99WlsPyLQ2nMmVGBUZT7ys5JZ7AlA+DzefepKrH3xeqxaeS08XIZPeooXHz9/HURRwNX3/JWs36SYxsuv0XAkimhUxV//sQEAiaMZX1WE7DQ/vvhuHyLRWJBvsDeMUUPy2X5ksUiQJQEV+cn4fsdB1pTC7BR8uG4Lpo8llyZFVSF6cn9yitv/ZPlZzfgWiwWDBg1CRUUFVq9ejezsbAwePJjl2YdCIbhcLtx888248cYbUVdXh5ycHBxzzDFobm7G2rVr48rkffYA8OLb63D53a8h4HczfHYAcLvs6OR9+CZR2ADZJ0RJhCQKffo+2bOcuS073Y/ahrY4P3xfdJqUOpSvk9PgF/S67egKhhCNKswXbhS+jgKAssIMbNtTq8MCH2jbRQ2BriA7BXsPxhD4qH+QuiaM/WK1yHA7bTq8cYBoIz6PE02tncjJSELA58LGbQfY926njUV4h8J66lMBQHqKDw0tHYhGlTifoEUmF6SeUIy62My/abMQSGM+Wp760q0WOc6NYEbVyqOqHS4VsJnPWBAAm4Z7YNanxhiQgUh/FLdAbJwFIG5eJvtdaDK4fA6nrUYxe9asraIgIOB3obGlU+f6EgQSPLbwmDE4+RdjkJsZgKqq2LqnFsuf+gc++PR75Gcn45vXiSuP999TCOBN2w+wuZDIlE9pp40xEjztq1PjnCDxPLH10BeKJm2D22mPiyFSuH1joHEQifoUoPtRjK9iUGE6du1v0I1xwO9CZ1cPLLLMmCQT1zvWFwGfC53dPSzuxGi252mcjcLvvWQ/EllMA427of0R22P+dyhun1+7/YiY8c+YVPZfMz4viqJg8+bN2LJlC0KhEDZv3owXXniBTFAAVqsVI0eOxMqVK5GTk4OcnBwoioJ9+/axXHyj8Hn2Pp8PF198MbvtUhEEcuDwoibQRlSQhcIvNjXBBkHMYrHvDta1xqWiKAmoLIHEdKDdPSFd1HB7Zw87KMwOej5CFyDt3bG3TiszPj0m0UZN2043Ff6gB8D1iaqrL0A2JJ/HzvDGeYlEFUbKcaC2RXfQA2CAQYxKk6eTBVDb2MbabdTMVFVlBz39QVRLbeOr0RuOxKXFkbExj6ZVFRUODpOcgATpx+pwqIAVk3FTVXC8BvF9GlVUnDaXYOHzdUnyxsy+RjGjuI17L8g4m11AjQc9ED+H+2qrKIDh1CeuQ3xbFVVlxDb8oShAwKH6VmzfU4uPN2zD9fe/jJlLlmPNhu34873no7woA7mZAUw7427kz7gKv73vZThsFsyeWImUJDe+3VpN+l+7RCcCOztU36rNA319edrX7p4wooqKiqJMCIitB7ODnjeBq2o8/LNi2Dd4MUIMD3SukcuMghEVeRgxOA/b9tTB69HPlWhUQTSqoCvYq2NrEwCkJesPPf49MXIkOnaIezbhvsK7ElRijbTb9JTTtD9Y21Xgf4Pi9j85Gv/fGi4XALxeL7Zv345FixYhMzMTxcXF2LRpE4YOHWpaJu+zb2trw+ijzkK06XvmsxdFAZmpfpw1LwZhSuk/gcQ+1r58n309a/a5L+rQnR+QlBSbVda/x+tkmyYth8Jc8j6+JK8TC48Zo/NJZqb5UbP2Afa9MTagP/9yX89mp/tZLACtrygSUJzT505gsQyTR5fqUt0SCfVRHjttGPub8W4lSSIOrblf53OlPr5zF0zFqMoCABotp0lsRl8xE/WfrcD+1ffB67YzP6YsiSgvzsSOf96tK8dInXs4VMC1HG0t3/alC6dh4oiSuD4FyBwJR6KQJBFP3nYW6/9Tjh0Hj8uOcRxH+3TNZ2ykuE1UJz6dy9inutRBrZ/6a2t/vty+5g9tK42hGDE4H1aLhMxUP+O3//TrnahrasfDvzsD3T0h3P/8h+jq7sXoIYW44OTpeP/pq9De2YOpYwZh+thyXHzaDOyvaWb937z+EVSvvo+lFRrPEK/bgeKCDFSW5bC+yErz44olcxjtq80qY+KIEjjsVizh1nNRbiqsFglupw3rX7kZdZ89hOL8WHzIzPEVcfEU/a2zH0w7ne7H+09fBVEQTON1zp4/me1HNO0NADLT/DjtuPEshmVwSZaO8/6vKy5mcUAUGvihmxbrys1K8+PGS+ex+Bd6meBJjOh82vXBPbq+GFWZ/7NQ3P4ny88ejd8XXC4ADBkyBKWlpdiwYQMOHjyIsrIyRCIRnHbaafj97/tOwQiFIwhMuBK9dRtRMGQKDtS2MNNyV7CX3cBlDYSj3QSEA0CceVEQYJqOJgCMUjL2rJFi1ZxOUwAgyRJmjivHP9duhiyJhC61uxd+rwNt7UEdnCalk7UaUsgISYWEnlCYAZaIgoDK0mxs2n5AR5tqrNPh0IFS0yE135H0HHJL58FISOSwwNLlstL8qGkgFg869ayyhD/deQ7OuOZ/AFDaVQWFOSkawUusj50OK3wanWlUiTFqpSd7UZiTii827yFQpApBM3M5bYa29k8nW16UqVkb1BiMJzeusiQiPcWLJfMm4c4n3u5zjvTVp6IoojcBHShNR1Kiaoz2VevzgM8FCCQuQhQEiJIIi5ZO2N5JTKpelwNtnUGWstXXHOfnE6+126wykrxONLR0MksKT5kcNye0PhAFAQ67RYsyj/WLRZbgsFlM68DPHwBwO2wIRwn0q9F647BbmJ+4oigDdU3taO0IsroLWp9EI8TFlJcZwPtPX4Xsqb8BoNL/Eahc1dzWEHMXjMYfX16Dzu5ehgIY0bRh/tkJVSX47JuduvkiSyIEQUB5USYURWEw0ADJdphQVYx313zX5z5xOGuyv2cT9XFvKBJHZczLuKpirP92N5x2KzP1J/tdLIaG7gHUfcGXS91soiDAZiNZI/xaMZtPAM08ibkNLjtjBh544MGfnOL2hU+PjBn/tIn/NePHSV9wuQAwefJkHDhwABMmTMDIkSPxxBNPoL6+HkcffbRpeUaK22hUgZQ8GPPnVAEgPqrmti6Www4Qs/KwchK4YqTEBBLTvBopVVUATrtN92wcxaqBTpP/rcNmQVewF4Lm06dpQ63aQW+klEz2uXSUmwDQE4pgVGUeIf/QKEMVVcXmnQdZW6eNLTet0+HQgdIDyq9pRpGowkzLHpeNuQpUNQY3e991p5D85KiiCwYaO7xIh6DncduRluRBdU0zwRTwx0B3uoMhTB9XjivPPpoRlgDEYvH5t7ugKiqK8whpTVRRMXZY0WHRyR4zZQj2VJMgMIc9pnXzrptIVEFnVy+e+tsa9jfjuPdHBcygmnkzPUcHqigqwuGoro30WatVRktrl4ZOJyISiSLYG8aCo8ewd1B45bPnT2J1TjTHaZ0qS7IZVCxA+NprG9t1NlpKlWs6J7S6+7xO7eICHdlQOBLFuKpi0zpEooqOurUzSDgBhpbFiIGoBHvCKMlLw+jKfOyvaUZrRxDlRRkoyUvF4OIMqKoKu7YuOrp6sH1vHTZtP6CZv8ml+pbLTkDA72IHvcuwjlQVaGzpwNjhxawNwZ4wRFFk7eWf3V3doDODq4oKl8OGP997PiRR0B30AKHHpXgYfe0Th7Mm+3vWtI+1KvN0spQci+576zTY2kXHxYB1WjuCuPHiuew9NquMlx+6mJUrSyKSvM4Yf4fXgah2aaOU1ID5fLJoFjXejfDoC6sAyf6TU9yKEI7Iv39H+beHy62ursa0adNYGp4gCFi2bBmuvvpq0zLN8uz7E1kWYafEGQZKzL5oXo2UqhXFmdixt475Pk0pVpVEnlMiLD/XEPDCB/30R72ZGvCgrSOIQUUZ2L6nFqFQhL0zJckNh92K2oa2uDodDh2ose39iaQt/sqSbHz9/T6IkpgQlIMGHbocVkiSBFEU2LOUpayusR3lRTHSGYBo/Yqiss+UIpZCcw6ETrazqydufJL9LjS3dbPfDipMx7Y9dQz0I8nnREdnj27c+6MCtsiEJjTUBx1oIpElEakBL9o6unWBmz430eYzU31obe9GsDfM8rP7muN8nfg+pb/lAVooZbLZ/OHnRGVJFjbvPKSrd2FOCnpDkThK2L7ELE/92GlDUV6Yiade/hgelwM9vSFUVeThiVsX49jzHkCy343d1Q2ob+6Az+1Aks+FrDQ/Pv16p5b2SUrsDyJ2REUu2rt6sPyak7Ho10/E+c7dLhs6fyB2gwbzARUkIJWAeMXvE4ezJvt79ofUMdH4iKIAqLELqNdtx+d/vRGDj70RkkisZ7IkwedxsDlBNfrUgJsBHfU1n8zkp86zf+mzHUdEsz9lQul/NXte+oPLVVWVafayLOOFF17AxIkTce211+LNN980LdOM4jZc9yX2/etO5pPkaSIBQiVK4TUpVaXHZU9I8zpmaFEcpSql+xzDpc2YUaxSEovLFxM6Tfqe3MwAPC47g+Utyk1DVQWxcFSV5+HYqcNY7i5PvXlgzQOoLNVrP68/ehnqPn0QHz9/HUry0+HmaHZ9Hic2vnGbaZ0GQgfq1uq77OqTUVGcpfM5V5XnmdLs5mYk4YzjJ2DHP+/G649dhrysZB34xoQRJVisxVBkpyehoigTDrsFi0+cBFVV0cZdCs48YQKDcv3wuWtQomnxgiBg4ogSBHwufPrCb9m4Di3LOSw62afvOsc4pdCkMcTRcW7r7EFGig/bNT+jx2mPG/f+qIApVHNfdKDDy3NZfAWdIwDwp7vOwTdv3Ia5s0aQ32oa5Tv/82sAQF1TO6aMLgMA/OHWxax9xjlurFPdpw/i/WeuZpaRO64kxCZv/uEKVidKmWw2J5ZfcwoGa2vnj3fGcrv53xopYWkdUpLc8LrtjLqYfq41tB0ASvPT0RUkuOzHz6xCKBzFh59twZyz78XO/Q245PRZeOOJXwEATjhhMo6ePAQN2mUl4CdzgMa52K0yBAH45vVbdPTWggDY7TZMHzcYwwcXIqRZWawWGRv+diMkScSEqhjU9IjKfNhtFqYNG8cuT6u/KAp4+q5zce7CaRgyiMQDZKX5E+4Th0PR29+zZn1M9x+eTva5e5bi/JOnMSpjgKxLGiB8+eLZOG/hNIzRSL9SkojljVrrknxOeFx21H+2ApvfuZNRVv/toUsBAK8+ctmA5tMf7zwHFcWZsNssxLXXvPUnz7P/T5af3WffF1zuxo0bMXz4cDz66KMkqh4kstrlcqGkpATfffddXJlmcLn9SVqyB82tXYhEFR3NpdNuJUx33A2WUjR2dPVofl/ClEXpPu02C4vYpc/29Ebi6DQp7K2qElz9fYeaNNO3dlN2ORBVFHR29+q0AIAGE5Fb+9N3L8Wlt67Upc04bBa4nDaMHVaEjz7fwqLTVZWYFpOT3KhtaBswxSdPBwqQiGqbVY/0xfvHeZpXKpQU5vnl5+GCm55DsCdE4glEARZJQsDvQk1Dm45ONtbWmIaRne6HJElxdLLkWQEBH4F5DYUjcRSxfFt5mleAp5MlKZYWWUQkSseDMKpFogpDIPO47AiFIwhxpB3U7WKzSLBo6Xv99SmPApiR6kOwJ8ToTGmeeFcwpEu/Ks5Lw9QxZXj21bVsXpJDzI79hwgb4ODiTHy/q4bV1+91oKOzx5SoRJZEeFxEM7vpodfx0jvr2XcWWUSSz81onClF78HaFh1Ai8thRU5GADv21UFRVHhcdnR29+jGjoc/9bodLNq9rTMeUTIRDTUQo3KNRhXms6Yog4qiYuTgfGzcVp1Qc586ugyXL5mNky57TPd3q4VYW6hf2SJJSE32oL4pBjnsdto0DVSEx2ljiIWyLLJsDlWb10Rjj5jTvkJgazYRFTOgIRl2BHWariCQ3PsPP99CWPbUw1u/xs8U1pZSGV++eDZefGs9ekIhXfYBFa/bgRNnj8DH67dh76GmOOsLjdMhOfQSa6fHZYfLYYXVIjPyqkTzyWGzkLgjreD/LYrbv36284ho9idPKPmvZs9LR0cH6urqNOYp8u/iiy9mqVKdncTUc/3118PhcGD69OnYunUrRFFEc7M5w5sZxa2qRPG7i47FibNHsOf4dKX6pg5YrST1g9JcJvtdLCCHp9qkFI0xvy+ZjZTuc6x22+WfNaPTjHD+/nAkikhUYaYxjwaledRkAuKiqvrFpKoxH+Mdj78Zlx8bjkYxvDwXa7/cgWBvmAT7ae3rCvaiqjz3sCg+jdTAR00ewg5Yt5No9lFFxeCS7DiaVyp04737yXfQFeyFR7OsqIqK3nAERTlpWtvIhikKJHBPVaHz7x+sa0VVeS6euHUJ6hrb9O9RVbR1BnH3b4hG2toehM1qTmfK07zSZ61WGQ9efxobO7/bgYXHjAFhl1N07Rg9pABP3HYW8U0DzOoCAL3hKENaS9SnlA6UHvQOuwW1DW2MiAQgB9cMDdUtm4tUt1llPP3KJ1BUlVGTNrd24dgpMZS273cREJclmsWktT0ISdb7mqlVJhIl/OjzLnkEb6/6ln0vCQLCEQXNrTFseUrRe97JU9nfPC47cjOTsW1PLVSFHDrdwV6oKiGIocJv5u2dQbR1BnUIgvz/T0RDTfsUUNkciSoqvG47XnuEaI5ffb8PKoh2TUXk0v9GDinQxVtIkogzTpiIUDiCoOYWofOyND+D0VYDwKnHjcOrD1+K/MwAO+iddivhmFdUXHQ6QW9UtHiRRLSvXSa0r2a0x20dQQgCWMQ77e92jXI3quHp034ZyPo1fjZSGf/l7XWob25nMSBG6egK4s9vfI4gVSJA5uSNFx5HPms+/NKCdNZOm9WC3lAYtY3tmD1xMCsr0XzKy06OBeXaLThY1/K/QnErCEfm37+j/KyavdVqRTgcxoQJE3D++efjL3/5C9577z3MnTsXb7zxBu68807ccMMNcDgcuOeee/CPf/wDH374IXp6elBRUYHvv/8+rkwjxW3BUTejt34TCion41B9W8LcTz6ilEa0Us1eQCw3nVI0dnb36Py+dKOyWWUd4QpP58jTaQZ8hDiH/lYQzPNzzSQvMxl1TW0JnzfztY2qLMCXm/fCKkuwafjbA6X45OlACX65GufzBsiGFNUoNvnXz544GKvWbUUkqujw1/sTj9OGDhOMfJcWNd+fz5VqfWZ0pomExkxIooiMVC8x1++tOyw+g9yMAFSojPrUrE8BczpQHrvc5bBBFAV0dPWgIDsZbpcd3xkCvXj/Z39CfaZG0BdZkqAo0cPA9ddT9KqqwoBlaAQ15WpYfOJEPPf6pwDIwRzSfMf8/AdiQEoMW0FITENts8pI8rnQ0dlD+AU6e+BxO1BZko2Pv9gGACjJS4PP44BFlrBu4+6YdUGK0d/+WOHBbJx2q6ZVK6wfPS47uoO9h037ytMeB3xOBHvDuowbGncQiSpw2CyIKgoD8xnI+jV+liRJR2VMfkvAq2obzAPieG2e7l985kRf/n6j9DWfqMXBabeis7MTv1o85yfV7P/2+ZHR7BeOH7hmf9ddd+HVV1/F1q1b4XA4MHHiRCxbtowpqwBRgm699VY8+eSTaGlpwbhx4/Doo48yaPmByM8ejV9eXo6Ojg5ceOGFWL9+PRwOB+rr66GqKh5++GGcc845sNvtuOyyy/DOO++gp6cH6enpKCgoMC3PDC4XUPH3Jy7HBafNYs95XHYcO304ALJQL9Vu5DzNJaXlzOC0rYwUHypLspnf18eiiQnd51AtL5c+O7QsR0cFmZnqw6jKfJwweyTL8Q2HIwhHojjtuHFYtfJaSKKAiSOKUVWeC6fdiuLcVCw4ejQAksPb1tmNCxfNABBD7VsybyLLTT134TSMHVbEbpjHzxqOd/7nCgBAWrI3rk79UXzyz6aneHVtp89arTL8XmcczWtxbipyMwM4R/NFRxWV5SsDZMOcOKIYwzT/JYWB9XudqCzLiaMV9brtOPDx/Tio5dk7DXnqF5wynfECkAPbnM6UYhfQ+tP8Xvos2awI7OhjN58ZoyMWYmOz9sXrMaIiDyX5aTotsrQgHV++enOffdq47mEk+Vwa7gP57ujJlcxfXpybirysAIZo8+m2y+exA5pqDylJbrzx2OUASA67ET/BmLvNjzNADpJRlfmAAHi9MR4GURRwxgnjIUkifG4Hwyen76EUvaM0it7UgAcCBO1yBZxxwngoioqjJlVi57569tu0ZC9r26zJw+BxOdjfFEXF6cdPYM8moqGm9T9h5gjYbTKaWrsgWwipUHF+KmmrLCIlyYNvtlbjktNnwedxIl2L7LZaZOTmpuPhey4h4ykCZQXpDHuBatD8OK9aSdg1nXYrqspzmR/ezkW2/+G2JVi6cCrGajgCVlnC0LKcONpXQSCZI163nc0Jnop5FEd7XJSbiuNnjURuRgCXnTkbg0uyAAALjxmDj1YSbH1VVRkOwoDofE0+G6mMBUHAc8vOw5Z37tCNOx27k4+bAI/bgWTNVy8KwEWnzmDlAoDdSjgtZk8cDEEA0gIeSJKIoyZV6mi1E84nQdDmcBIuXzwHw8tzoIY7/xcobn98JL5wmNH4q1evxiWXXILPP/8c77//PiKRCI466ih0dcUAre655x7cf//9eOSRR7BhwwZkZGRgzpw56OhITHwV17afU7PPz8/HnDlz8NRTTyEUCiErKwuTJk3CF198gTVr1qC4uBhfffUVRowYgba2NoRCISxduhRr167FKaecgkcffTSuzERwuUk+N9q7gjq/H28C9roJy5dR6GHK387prbUgKxl7NR8pkBgeVwdtKQo6SwEVAoXqRW2j+U2aRkbnZyVj36Em+D1OtGp0kKIgIC3Zi8aWDkSiCvOPU8lI8aG5rdOUjpX+vi9oV7Nn3U4bgj0hzcrRy76DQXPOTieUu7yPXwCJWKfwxUPLsvH9rhoWhS4Z+psXQQDT6gZCm3ok2mqkzk3yOtGuRduXFaSjo6sH9c0drP4CAE+C+UTfI2r55xQHgcYv0L4zUiYboYgFANee9wvMmTQEs85abvoeoH+4XApFa6T2TfF70NDSweqrGOa0LImwyJIpqxz1zY8ZUoCahjYcqGvRtz/BGPBQtPQ9A6bHRbzfWFWBsoI0bN9bD6Pwmmd5USa27q4ZkDaaqE6yJGoWiIjps7wMlIrZmI+uqCqiUUVjJOxh45Vo76JlALE1KSAGnc3qKIlxVMbZ6X50B0M6iHEAmDK6FJ98sSMuWt4IPx5XD23Mi3JofFLMKtfffMrPSsb+miaEG7/HoKqp+O6NWxK+54cK1exfWbcLrh+p2Xd1duCkccWorq7WafY2mw02m62PXxJpaGhAWloaVq9ejalTp0JVVWRlZeGKK65gtO69vb1IT0/HsmXLcMEFFwyoXj+rZt/U1IQ//vGPEAQBNpsNTU1NeOONNxCNRlnQ3q9//WukpKTA7/fj4MGDsNvtaGpqwgknnGBaZl9wuQRoheAw8354AYn9LCriD2a6IfAHPTAweFzy/wUdGhW0d/AHvSAAORkBFsVLc30pRoDA/VxRyW+p+dcIA1vb2KaH+1UPD9rV7NkuzTxpxJA3msgP1hHTYIjbBFVAt4ls2n5QB6nKaDPF+EGhh5IZBC7ww6FF+3rWuDG3tHdD1jTAptZO1DS06dLlVADdPYlTslQNmMWmQYTS9/B9R/uHz7vXlQHg7v/5R9xBb5zH/cPlqob/kvlND3qzdzNYYZPxAWK++Q3f7Y076En55mNghKE+rHGOewf57/a99fC6HRAFECuG4XsBwK7qet3feHHYrVj9/LW6F5nVKRJVdAc9C6o1KdQ4n8i7aVCq+VwNR6IMYjnIxQoZnzMrlxdBiEFn00ZEIlHdQQ+QdWs86AHgky/JQc/HEAiIhx83Cr3c7T7QEEcX3N98ausIIuBzQQ13/tv6w80kNzdXdxbdddddA/pdWxs5ByjD6549e1BbW6tjerXZbJg2bRo+/fTTAdfnZz3sX331VUiShOuuuw5jx45FcTExgZ17bixtx+v14uyzzwYAfPTRR3jnnXeQlpY2IIpbHi73z/edD1EU8PAtS1CUm4bT5sZMhllpfmx/jwzEQKBEs7hgqbkzquLoZI2mVCOsauO6h1CzdoUOuIeH0KR+RVVVcOy0YSjMScHiEycCIJG8i0+chB3/XMZ+S6FFR1XmY8m8STo6ykSUpIcD7Wp8lsK1ioKAZD8x/7qdNoyvKtb1U3a6n5nnfzmdwN/ysKNUcjKSWCAXrYPHZcPg4ixSH86MP31sOXZ/cM+A6WR/bFuNz9K20XQjv8epoz6lfX7RqTMSvidJA0eiG6xxq7588WxTymQKZyqKAqFUdTsYnS+FHa1d+6DukpQILhcgaU5lBRmQZQnJSV68tpKkxTnsVixdSNwuHped1MOEondQQQaDsQXAAsOOnTZMNwfo3MtIIebl7PQkLDh2PLxuB9KSfazPFv4iFhB2uPS4fArjUZMq2ZoEyEWTprHKsoTkAGHLA4DkJDejh545vgL5WcmwacGsDrsFAZ+TEegkosY2g1/OTifPGte+sf78dzwNNQAU5qRiybxJ8HkccDttGFyaDatFgtUq6yi3z9KAkwZC52uEzh5fVRxHZWxco7RPAeKKWfjL8Vj4y/EYrAEeJSe5dfDjdquMlCS3rl/4PbOyNDtujzTOJ0Yb7Hbg5GPHoKm1C4I9gNSkGMDWTyFHMkCvurpadxb99re/7ff9qqriyiuvxOTJkzFkCAm4pYpvenq67tn09HRdJlu/bfs5zfgA8NZbb+E3v/kNtm/fDpfLBafTibq6OuzZswfFxcW4+uqrsXLlStTW1iIjIwNerxdjx47FypUr+y2bh8sNFIxGe2cPhg3Kgaqq2L63jt3EvW47fB4nqmua4yBwjUKDvqj2KYkCACEGacqZ3gQkhs9N9usDYnIzAhBEAQfrWpg1gE8V48VusyAt2cvSrAQAkiwiEonBwFITo8thY8E+PGTsQOA2je2h9VdUBaIg6m7ogkAOhmBPWAdjSwL6YoFngvYwhdOlQgO6stP8qGlIHEiZ7HfDIoumzG/JfreGTBjf38a2GseZPisIsYh7atZ12C0EPU2Ih4EVBJImqUJlJmjeTG1eJ0CURITDUUiiwNjXKH45AUZR4+BN+QA7QRAQiURZ+iatW1cwhMxUH2q0wKpEcLn6AD2RgZ5QaFO+/3nztnH+yBrEL4VGJkF6gMNmRbA3DEEgVqlQOKJzzxjhoq0WknnBu1AGAiHLXCDaf3MyktDY0gmLLOnM4YK2RiVJgKrENE3ZIkFViLZuZFCkwr+D9jFfRzP4ZdqmlCQPQ8qj5fi9TrR1BOPmKe1/vt/LCjKwfS/Z0OkYkbRdYtLn176xXFp2SUE69h9qQk9vOA46m6aa6ttLzPLdwZDmFpQgQGAWiYDPhbbOoM5qSecZL4XZybDbbdi6u0ZXJ5fThkgkqtuPjG3PSvWhqa1LB02s9Lbh8nOO/0kD9F5bv/uImPHnjS36Qal3l1xyCd5++2188sknyMkhitKnn36KSZMm4dChQ8jMjOEMnHfeeaiursa77747oLJ/9gC94447DqeeeirS09Nht9txxRVXQBAEFBYWIiMjAykpKfjss88AAG+88Qbq6uowefLkhOUlgssVBQEVxVmwyBI2bT/I4EwBwmRFIRyNELgAuQE/dCNJySLR8zETVlRRccVZMS2VDyRSYQ6fe/ZJU3CovlX3nuraZpQVpqOyJJsBftCoW0EArJbYUIXCEfxiaizNSgVg17SB7p4QRCEGdNEV7IUkinGQsQOB2zS2h9Z/6KBcdgD5NG1TVYGxw4oIjK2Db7P2f7TbbmaaH6qqxjHznaFZWg7Wt7KDLqBpinx5Ta2dmDbWPP2mqbVTx5DXFwypcZzps0sXxlKAaGpasIdkZCT73QwGlsKOqiqBpl30y3G6svqukxUrtBS/qKLC5bSz73rDEaYhG+FNaYVpvElykgdJXjf7LU3To2xxgB4ul5K60IPerq0BghtgwwlaaqrZRcsI1Tx9zCD2W4fNylcPHpcdDrsFFH/i6guOY22lQuGiaZBXKByFJMUsEgRyuO95apElFjjp0lJAa+pJ2qeHA81SFBXzjxpJ6hAlcRL3XbcI6cleRMJR5t6gh02Sx8neJUsiCnJS4vqYfrZrqahG+GUAOPW48XosAg3sprW9W+czoOVQDZ2KqgLb9tSiqiKPjZWiEPyPwcUkWE8FWOqdsVyAQE/XN7Wzthmhs3MyiKmYT/m02axo7+xha9TltOlcD81tXYhGFQwuzkRaQAt8lOOPkqiiYsuuQxCg8TloMnFESdx+ZIRFdjoIZkdBdjIAwOexQ5CdWHL82Lj3/KfIZZddhjfeeAMfffQRO+gBICODEIgZtfj6+vo4bb8v+Vk1+4KCAuzbFx9defHFF+PBBx/EnDlzsGbNGoayl5WVhUgkgp07d8LjMb99mcHlRjtrILkzMWfiYKxavxXhiKLTVqwWGVaLhM7u3oQQuIrmz01O8qBRy6+1WWWSL68FWhmhdRPB5yZKGbPIIgRBRGlBBnbuq0NvKGz63OEK1a54yNiBwG32BRVst1rQG46BXohCDFSnvCgD2/fWxeXaJ5IRg/NQ19jONCAafFWcm4pd1Q1xz/NANBXFmdii5ZSnJLkR7Amx7/qCKzaOs/FZq2ZpULX+s8ikThQGtq8gQl76q5MsiXA5bGjrJH7J1vbufrnhHTYLesOEZIQe3G6XDQJImp4Acog2tnTq4HJlSTIdE0EgF7yLTp2BO//wtu47QqwkxrRZCjmsxrsf8rOTse8gsTbRtFUK62zWJosswWm3Mhx/o4hCDA460TwdXp6LbXtq0csBsNAg1kRlWi0SXE470pO9+H73IdYQfk8gKW0qwpGIBqhELh9WSyy1lo5lVFHiUlHpeNB0usxUH+qb2tmcsVtlBnZFy6EWksMRi6ZR01/x5dL9h861wpwU7GfgXWRu9vSG4+JuqPQVsOh0WHH+ydNw0yXHI33iFTqtfOTgfHz1PdnXAz4XekJhdGvzhxLfBHsMENaG+VRZkoXxVSVY+fe1CIWjyEr1Yc+nT6P10NafBKiGavZ/33BkNPsTxgxcs1dVFZdddhlee+01rFq1CqWlpXHfZ2Vl4de//jWuuYYgoVKY+f8zAXobNmzAiy++CAAYO3Ysxo0j2tHChQvR3d0Ni8WC+fPnw/n/2Hvv8Diqs/3/nrK9qvcuy5JlW5K75V6waaaY3g2Y0FsSAgECTuimt7yEFEjwS0IKKSSEXm2MDZhmg7tly+q9rrbN/P44c86emZ1dyWC+cL0/nlxc8WpnZ86cc6acp3xuJ3l77+3tRXp6esIHPWCOy1WGmrH/9Tux7r4fQFEJjYkHtVSV5WBSRb4pAjcr3Y+aqiJtewEOq4Ulo1xy+kKsPnk+ZtaUxqF1E+Fzp00sYbEsHilbU1mA6ZNKGQa2MJe8cVMARao/9ma86sQ5uvg+Re3SWO2Jy6YymVcAqBlfqMNRjobbTIYKpqVhoYje3a+oKgaGRtD87gN44w/Xw8mJyFx97lImlUnlMnmBl5VHTMXrf7ie9dsJS6agvq4cHz5/K6o1pPA7GgJ3+qQS7H/rfl0f03/ff8PpOIvLxTDDFVMUJz/O/LYH37kfkiQiM90Hl9MGQSAZ1SsW12F2bRnDwE7kSizp+RmxtmNpk9/rZKu/c46fresbijel+83X9jsSIu7Y4xfXYVZNGSRJxMzJZSxpShAElgPB43Jrxhew9k4cF8OqpvndiCoKrj7viDg07cWnL8TZx9VjxqRS3fw5wCFX6X5O0PC9dht5GOdnpcDjsmP/WySJkBdAufrcpRhfkg1FVWNzmFuN11QWYFZtWdJ56nXb8dYz16OsMBNuZ+y3OZk+Hdr14tMWYqZ2Hab6XbBaZUwoy8WXe5tRmE2uHVLqJcHjsmNyVSFZyaoqyguz0PQuiXFnpHh0406vZyN+WRQFzJxchgnlubhfW8EW5aVr25Jr9NhFtXFzolmLrfP9T9tP+984J7IzyDVq3K8oCsjLSsX0SSUMwV1XXYwZk0t16Gyar0CZBABwylEzUJSXzpJmBQF4Zu1Fujadc1w9Nn+2D4IgoKIkW3c/PWn5VPbve288CwXZacxrk+Z3xyGsPa54LPL1Pzhae8kmHstbLj8W6lALvmkTDtP/DsUuv/xyrFu3Ds8++yw8Hg9aW1vR2tqKQIC8BAuCgGuuuQZ33nkn/v73v2Pr1q1YtWoVnE4nzjzzzLGf27cdsweA/fv3o7S0FEcffTS+/PJL7Nq1C1TrHgAaGhpQUlKCdevW4eyzz8b+/ftRWFhoui8zXG50uANFpRVoae+LywQFYrjcqKLEIXBVkAx+vmzM4bBiOBCC3UYe/EPDQQLF4NC6ifC5Nk2MxGm3IhCMrQRoGyRJxPiSbGzb1cTewAUQVxcTwhEE5Gb50dE9wFCiqgpQdTl+SCnGlkf2AnpkJs0LGAsqmLY/xUtK/+ihLLLIYvNupx1dHHXNbrMQWdreQciG8iSf24GBoRHTld+6ey/C1Xf8kUE1WgyAD37FTY3PMbBZKEBIf+4qVN04099RNG1+dgoOtvawfVIPDlSyohkOBOFy2ti4UuRnW2efDu0qgGw/EoqwuCN/HDo+o+FOqTAQ30fHLqzBy+u3QlFUWK0yotGorh+oSAuPyx0cCsYhofnjmKFpZUmEoqrssyQSqeJE80ePSJYQiShsW760brS5Rn9fkJOKPQf03h0ePFRTWYB9BzshCGCYYTo3iOs/5rXjz5W2mffgGM3nceD8lXNx/UVHIW/ej6ByGGdq9JzPXDELf/rPJiiKGhf7p/cCWlYnCgIEUeBkgwlUJxiKkHuNCRoY2qqfHyu6Lbv2EcsRykrzom8wQMrZhoOw2y2wWiREo6SChqKznQ4rOrsHYLNZdN4RYz/z51RelImO7gH0DQTYKp3P1+CFdygW/OiFtfjPm5/E9bEgxNC6/LmT3B6w3JhLTpuPh3562jeGoKUr+xc+3HdYVvYrppWMua38s463p556CqtWrQIQg+r86le/0kF1aBLfWOxbXdkXFxdDEAQUFxdDURT8+9//xp49e3DFFQR7uWbNGlRWVmLCBLK6pfr1fr8/4T7NcLmiIx0zJxfrkIz8Srm9a8AQe9MeFlZyI3DYLPBpsUEVYNjdkWAYQ4EQMlI9cWjdRPjc2irykkJjv8Y2PH33avT0DTF9cJ/HgdoJRXGraJtFk0m1WVgdts0qs7bTGDLF2CZDZhpxuclQwbT9lH5GcwPCEQV2qwXzplWgu09PdBsJhtHZO4iK4iwW+6Urgb7BABRVxbji+NjTI8+8ir6BYYTDUbR1xRLyjtdWkE67jT3gJmsrLr5MLBgm8plmuN8hQ/kSj6alN1SHzYLiPKLUFo0qqKsqYES0YzUgExBDfhrRrjWVhRgKhHRlefxx6PiMhju94uwlTD6Y2r/f+hSqquK5hy6BLJEkKwc3VlSNjcflWgxIaONxzNC0EU52l7XXbtX3KTd/AMChxZdD4Sh8bgd+fzfxhvA19KPNNYDEvGmmP2/0AeTz2BGJRNE/GNDXtwsCTj5ymtaGCAaHg0z4SlFViFLshTgUjkIQRchi/K2wbyCA4ZEQ5p99DyO6GXNNjpo/CQDw7Avvs33Se4vNKuPYhTUIa2RAr9sBm1Vm9fLUKC736btXs77g+ykaVXDNqmWx/tbGim4rigLsNpklepJxUjASDCPV54LNKsNhs6C3P4DsdK8OnT27tgzL5k001bK/9oIj2b95T9zu/e3ISvPCZpGRosGY6ApcQCzRLjfTz7Dg/IPeYbPEoXWN5y5JIrxuB/s8PBICBD3u+f+K0ZJf43/0QQ+QF4I1a9agpaUFIyMjePvttw/pQQ98yyv7jo4OhMNhzJgxA9XV1XjttdegKArefPNNLFy4EE8++SQURYHFYsHq1avh8XgQCATw8ccfJzxRIy63YOktUAJdKCwuQ1vXQEKpRxo7MiJwVVVN+BsgBvMwonWT4XMToTpJpq0EAaQWVxQEPL7mHFx66x/itxUEyLIESRJYCRf1OgSDemwndc8lQmYKQjwuNxkqeGBoBB6XDapKgB401p4sjk3djCV56aZxeLpCkLXMYvoberFnp3sxOBzExHF5aGrvRWNLN+vjUJhkhWemedHW2c+8NxmpHthtFiafmQz3y6NprRYZLqcNQ8NBhCMRtroA4mEu1Gi+hRHt6tTGg7aJPw6gx8Qmwp0KgmCa55Gb6cd/f30tao6/1bTPzcYgGRbZDE2b6nOib3CEPZyoEAxFoxqFi3gTAORm+fGT1Ufh6jv+mLBdZnON9hONeaf6XOjuI0QxvpogUV7HaEbnqhEYZDRRFGCRiVSrKAjo6R9mx7ZaZN31bWZWi8RemOj6zWGYE/S6otUNIwY0MJ8XxI+VLIlM4tgiE9ljOv+JuBGB7SjacehZGtHZRvT3WPJRiEeKQHIOtf/5+xEA5q43nrvRwgdeR/e+Td/oyv7fH+6Dy/319j802I9jD2Fl///KvtWVfUZGBrZu3YqmpiYMDw+jqKgIZWVlWLBgAQDCzr/00kuxevVqAEQ4JxKJYO3atQn3yeNyaUer4UFsePYnDMlIajl9eORnZwMgSS2Xn7nYFIFbkJMKiyyhSUNB5melsBrexbOq4POao3WT4XOnVhfh/JPm6rLenXYrrjpnKQ68dS9CEXIzyUj14PSjZ6B5w8O48JT5TFISAC48eR4OvHUvW01lpnogSqT9OmynhrFNisw0weUmQwUDwPRJpRpYJvYiQNGbZhjbi05ZgFk1Zfjw+Vvh9ziQm+mPxRInFKL53QcxtboIGSkxF9qimZUkXr5sOiZXl2BwOIhtu5tZpnQkQvoYAJ6++0J8/M9f4PyTYxKxpfkZ+Oxfv0iK+wXi0bSRKFklX3zaAogiQcZKkojaqgJENQysGfLTiHYVRYGNh9lxAPKSNRrutOP9R9DzwWO6+ZLidWLB9PHIzvCx/uaxwmb43NGwyMb2lxVk4PilU3Syu4qi6tCoFAFNx5lHEEtabgv1MlFkrHFb41yj/TShPBcP/+xsCIIeFEVxv8cunIxFs6ogCEBaigfr/3Yb2zeVcZU15K8Ri0wxtqIgIC/LjxSfE2t/ciqrLgGAjJw0eHxuBEMRdHQPQhRFxk9w2q1w2CwsKx4AivPScOXZS3TjceCt+9jqu6aqQHeNUqP3hca372N9wZ/r6pPnY4aWc0DH6sBb9yIQJA/6rDQv2jc+gs9euA0XavOfvByq2PSXm0ldvUDuBVMmFOrQ2Ub0t8NGMLdTJhRhZk0pfvnz88h88znR+M4DrF0FOam46pylrP8z07zser7zhycBAK457wh89tJanHn8HFaTL4oC1l53ig6t67BZ48593b0X6SSHLzltPqLd2/FNmygcnv++i/adidmXlJTA7XbjhhtuwI033si+C4fDOPXUU7F7926cfPLJePDBB7F7926kp6eb7sssZq8qClL9bgwFggmRjE4tDm80qyzBbrdi43M3ovqYn416LnyNsiSKUFR9iVeyDFe/14n+AeLWFkBqsRVFgSSKcSs7Cs4Z4eL4ikpwuh3dA+yNn37HY2wFQcCMySXY9OneuDbHnY8RlZpkW0EQMHViET78vCHuPKnnJCvNh47ufmSketDdN0y8LzkpiEQUtHb06WKnokjqj/1eF3r7SE5FbqYfA0MjbDVFV3aSJMLrsiMQDOvyK3xep7ZCT4zANaJpqfFxSh5BXFlKspyNyE8zjKrXZUcoEsVIMJzwOGPBnXpcdvQPBnR9Smu7k9louNxk7aftNHoz/F4nBoZGdK7oRDZWXLGgbRtVVHhddvRzq2Xq9TEaPz6iIKC2uhhbtu479DZpeQi6+nSTFb8sifjf+y/Gadf8D0ryM7DvYPyKlh97URDgtFswaJAoHl+Sjaa2Hl0WPJ3rxj4VBMTJSVN1TP4+IYkCPC4HhgNBBLRt6yYUoqW9D+3d/VAUFdMmFqGzZwgZqR588Lm+nxiWWRsfs/uU8R4p0vwgrVaeXg90XNJT3Kgsy8OWbft0v6My1LzHlP6G9h914wdGQhgJhuH3OtC+9d/4/P2XMWGceb7W1zG6sn/xo8Ozsj966ndvZf+dLb17/PHHEQ6HMX/+fGzevJm5oq699lo88MADcb+hZlZ6p6oKUr0uDAZCsNlkDA4F41jaDpuFXSRGc9isuPTMhXjgqVcAxHO4D9UkkZT/BII8XlOA3+tAT188otLMeDb+aEYvythNiCYo0WOPzgQf23G4uvoEluhYbqcNORk+9PQH0MmhWr+u8QphwKGNncdlxcBQ8ocpb2M5f/Pj2BO6ggWuwWa7Hu2YvIZ8snHW3gfH1H6fR0uqNNk4jlkvQPeyeqjXjlmbjdoPZr9xOkgYJtH3ujZpK7HDfSc85HNNsL3RrX64rle+hBUAS+CzWWX2EilJIlTNMyGKIut3t9OWsGRvNPN5HBgaDuoWMGO9do5dMBF/eeiSr3TcZEYf9v/9qOGwPOyPmlr8nXvYf+uld01NTcjLy0N+fr6u9C4SieDkk0/GgQMHcMMNN6CkpAQOhwNPPfUUDh48mHCffOldR2sjAEAZaMQn//iZHsmY6UeDVsIlSyJWa8l7FCWa4nMyxGSKz4F1/3ofgIYdrSmDKArElaeVmFGkZH1dObb953YARPOcd6WmeJ2orytH56ZH0fjOgzq3bF1VIfa+tjYOI9nzwWNo3vAwfB4Hw0hKooAJ5bls2wnluZiltQkgCF9qFPHZymFsczL92Ppv0saMVI8Oo5oIQ8r2VZN425xMPzv3jFQPKwujyMy8rBiWGAAeuomUjRRkp6Lx7fux+a+3YPtLd7Lvs9K9OH75DLz7/B1447mfQxLFONSu1+1AfV05plYXobI0B4IgMNCH02HF5WctTorAzcvyx6FpARIPX7VyHiRJxLSJxRhXxCm/ZZsrzCVDuyY6zlhwp90fPIYp2m+pLZ5VhYriLFyuuY3pWNEk1CO0ks1EuFxTrCrXftpeHqNK23v+yrk6BCvfpvNXztPhow8FV0znOw215Wb60bT+YYLspWp0ooDf3nE+AGDFohr4vU5MqylDXXUJXvgdUYKrqyrC3tdIaZfDZoHdZkmKRc7N9MchY+02C0QpdnsUhBhCtueDx1iCqayVlI0rykRFcRauPCc2HrlZfizQ4EPTJhazfslI9WBcUVYcZpu/Rvk+Xa2FwPj2GudeorGiqGyC4CYu+j8/fCkAUgbH3zeWz52EKROKMDwSQmFuKmbVlqHxnQdRP3Ucy12g9qcHL2VjRV4EBGz4082QuLlPgThL50xkbny7Vcb5K+ey/hdA8Myjzb0n1pwFZaQbJflp+CZNEA4fLve7Zt+6G/+VV17B8uXLIYqirvSOuvbNbPXq1fj1r3896r5D4Qh8M64hCXol5ejoHuAQn9AhP6liFe++o2/UfDkbhUJQpbBYiRLRYbZzZVU2iwyrVUZghGAnaRlcYCQMu81CQBpaW4tz06AAaOvsi8PaVpRkY9+BdgiigAEty9pusyASjSISIRrxDpsVA8MjUFW9C1LW4oc0qSgUiugQvrzxaNfcDB9aOvt052iRJThsFoZc1SXzBcOkJl3LDKfnOjA0okOJ0pWmKApYPHsCXtuwDX6vA163E22dfUjzu1nCHwAcOW8ivtjTgjZNJEjUktWoC1ASyfmR8SC/YWAThw3hOFSwORrYiKbNzvAhPzsN+xrbCQWPW03ZrDIuPWMRPvnyAN7avIO1a9ncarz07latHC2WtCZovwlFogTTG1VjCFzOrV1RnIXd+9vZZzoHjChRum1LRx8Gh4NwaOVfgkAS3Oi9RgVwxdmL8di6NxKOHX8cMzStEWtL+1RRVB0WmbZp38FO9l2y/Y7WBuM16rJbMaRhoFP8LnT3DrHyQptVhs0iYyQURigcRVa6F1aLjMaW7rg5fijnSo9JxxAC8MNVy3HzZSvwP398Ezc+8DecffwsPHrz2fjNX97Bo+teR1tnH/KzU5Dmd+OL3c1s9euwWTBhXD4+2rqPhSwoZptvEy3zpXOAL/scrU8ddosuq97vcSAQDOsS/ABg2dyJePfDHQiFIpAliYWzBEFAXqYfB9t64HaSBMnASBiRaDTOk5CT4UN331CsHFh7GZBEEXabhSVT0u9ipYQy21dMsjl2f6U4aeP5XHr6Ajz66COYt/R4vPH0j+PG9esaXdm/tOXwrOyPnPL9yj7Oli1bhltvvRUZGRnYuHEjLrjgAlaOF41GsWjRIjz00ENQVRVFRUVIS0tDXl5ewv0ZcbkAINhTMXNysQ7x6XRYcdySWvbZKAUpiQJbtdttsRVVOELKuZbNnai70TkdhLg1X0sYs0giguEIBoZGmGJdVFExY3IprtBWY/z109DchdrKgjiM5JHzJqK7dxCDgRB70AOkJMcqS/C4bAhHFEybVIw0v0d3DvTcaFmP12VnBDIz49GupIwPOjhOOBLFzFqywqDI0lSfVjqlqrBaRIwrytadK48SJRcxecjdeMlx6Nfqonv7A5g5uQTHLarVPegB4KV3t2LFosk4adlUFOakIhAM6xS2oooCryeG7CVtIquBwQCpMx8LGphH06Z4nWjt6MOHn+/V8QKoBUMRtHb1472Pd7O/edx2dGrb0qxpaqrWH4qiIhyO6sqY+Pj1zoY2qFDj0LRGjCrdNi/Lj+w0L+t/USsfczpsbG61tPclHDt67vQ4Zv1EsbbUBgNBiKJIsMjcedA2KaqCNVceP+p+E7XBeI3S0jb60J1cVYDuXvIgGRwKwmohFMFLzljEkKxtnf064RUg+bnSoTKeKz1meoobEATUVhXi3BPqsXUXwc1KooAVi+pQtOjHuG7tn5GV5kFpfgassoSPv9jPsNeyLCIQDOMjLZ9ABQABcf3Eys+4RtCyT4rkTtanZMERa3/vQACyJKG6PI+VbrodVvQPBjQNCxVetx1pfre2L5WVuA4OB3HmsbORmeYhCwjDanXutHGYMTm2GHM77fjf+35AeCEJHvQAMBIkVUbXcWV9fMkoKeW0xJ1PZ+8AAAHN2nz+pkw4TP99F+07G7Nfu3YtysrK0NbWFvf91q1bUV1dbbpPs5i9MtyBwpJxRG5V204AMLOmDO9/uock0ikKw6hStjhFo/LxpOwMHyyyhIOt3bq4X1FuGvoGAhgKkGQwiyyhMDcNA0Mj6OjuJ6sUrcSGrvSN5nJYEQpHdRhJAbE3XSAWr0v1udA7MMwgHgC5oTtsFoTC0VhZj7bqD4YiqCrLwY59rbpknxOPmIK/v7oFgB7tWpyXhoxULz7+Yj9ra0k+qTlvbu/VIUudWtkQn7BGj2ss6zEzu02Gx+VAR7d5rL6yJBu5WX58tuOgjvtO27TvYKfp7+gKeyxo4NGMTwZzOa0YDoS1FZWCFJ8TA1oNeSSqwO20ITASQlRR47C8ySwRmpYXXjJrEyldi0DRVn4TyvPR1NaN3v5hNncTjR1/HLN+SmRWixw3n+xWGV4PyTs5VDSzGTZVAFBVlosv9jQn7TeH3YKTj5yOv7y4mSWs8u0MR5Kfa7LSOwB4Zu1q7NjXiuOXTMGP1z6HH19wJD7feRA3PvA3fTu0vJ8XnrgKl/98HQ5ongVBIDoEMifO43HZWVkhbRMtP+OvJbtVRphbmR/qWFHIjaq9DIYjxGsSjijwuOxQVQLZyUrzol27T1Hj74VG40shRzM+sc+YJ2CRJZ3ngEdym5nHZUP7+vtNv/s6Rlf2r27ZD5fna67sB/pxxJSi71f2vCXD5X766afo6OiA1WqFxWJBZmYm7HY7Lr300oQPesAclxsdOIANz/5Eh/j0uO34yyMkdpXiczKM6r0/OQ0AuXApGrWiOJvtf8msKnz4t1sgiiImjc+HX3t7v+PalcjL8rNVQlRRsOaK47HjpTtx4C1yXK/bgUkV+eh4/xGsPmU+W/EDBEF58J0H4jCSXZsfxYnLphHUq9PGHvQrFteiRSsfIm/2KiRRwJO3rdKV9VSX52FSRT7a3nsIbz1DMLa0jaIo4ISlU9i/ebTrL64+EXVVhTrc73GLa7HpL0RaM4bWJSIZDrsFggC8p2Ftq8vzdGU9FL4BxMe0RoIRdPUOJsQIp/rd+NujV2DXK3dj4rg8HVb1uMW1rMzKiIFN9Y+OBjaiaXMz/Vh73SnweRwsvJOe4oZLE+MRtaznrDQvdr5GSkDdTjumTyrBy08R92Juph/TJ5Wy+TShPI95DSqKs1i8f6xo2kQY1QtOIvHxYDiCrDRyU1l37w+w/tkbcOqR09k+E40d66ckCGVjn/K41reeuR7lGj6Z7nfHS3cdEprZ2AbjNfry736oO27PB4/h5COns+sBIC91r7/3Bd54+jo2Zyge99IzRj9Xd5JzBYib+UcXHImPtjXg/U/2IJFJkoij50/G3KkVSPW52Dwvyc/AmcfVY/PzawCQUrvsdF9cP9HyMz5P5mINyU3Lbk3br927fn/P6rhrZ3ZtOZ666wJEogoLm9CX94GhEQwOB/HR87fimEW1cNqtqCwl97qzVszCrlfuZohrXsjm6nOXYs9r97DrzojwdTttRI1PFPD7e1YzkSsAKC/Sz3+K+6VWlJvGrh3+fJ5YcxYiHZ9iYnkMufy9HZp96zF7wByX+/DDD+Paa68FQAASAJGhFEURBQUFaGhoMN1XMlxue9dAQmQsEMOo0jdPj8uO4UAQToeNvZGX5KcjFI6gqa0XQCyDlryph6CoYOUzVDijtCADn25vhM0qa2prKsN10t6nyNXWjj4GiZFlIlzisFsQDEaYe89us0ASyQqAytdSG1echf1NnabgF2o0Rma1yCgvysQXu5vj0K7Z6V70DgQgiQLrj+pxeejtH0JTWy/DYOrLCgUNXxuJw7PS1d/4kmxYZAlf7mlhZYkuhw0upw3tXf3ISHGjszcmCUtjksvnTcJxi2tx5W3/q1G51FHbNBra1QwZq6ha7LZvCBCodwXa/CArk0AwDCqZarPKiESicDpsDENK8aexfIUYlpdHoxrRtBSNapRYnj6pGD19w2ho6mQ36jiMKgfMqSzNgc0qY/Nn+1jeCT9vE507309GiVvqxaJ9arFIqCzVr+zdTjumTSrGx1/sZ+hafk6Mpf+N16TxsygJWvw6Jq8KkNBL3YQivPH+lww9HYkqX3tOKKoKi0VCYU4qDjR3s1Xo2cfNxl/e/gKXn1yPn11yDJ587m089PQrePjmM7BoZhWe/vsGFsOvLM3B7Noy/OuNT2Jyt4bcIL5NfEWDLImwWCRWemjWfjI3kyOg87JS0NTWQ8pRPQ52baf63ejqGWDhARpHrx6Xh4GhEbR19iXEX/f0k9JZQZskxkcJLTU1mtdt16GBjZhkh90Cq0VGcV46Pt95EIqiojAnFQ0NDbj6ghXfqMTta4dpZb/0+5W9uT311FNxMftzzjkHxx13HDweD3w+H/Lz8+F0OnHZZZfh5ZdfTrivZLjcZMhYm03G7NqyGLNcEjA0TNCoxXlpDBKz72AnCnNiGaF0ig4OBxGOKAZ5VxV3/HAle8MnCTWCpqWup47tO9iJ2soC1qZIVGEXHr3QaSxrJBjGopnjkZ5C3rb5lXLN+HwcNX+yrk9SvA7MnRpTUqLeiIxUkkQExKNdI1GC2zyDk27dtqsJEzSoDsVg8ub3OvDr21cBiMezAkB6qhuZaV5s3dUEWRaRruUYDAWCqK0kIi0dPYO6m4aqAk6nDX0Dw7jmzmcRiURZ+0drkxna1YgGNiJjZ0wuIbFbxCRuVcTGORAkD2eaz0GVylJ9LtYuij81w/LyaFQjmpaiUSkOGCAvkRPK87D7QLsu9BOHUdUe9P/99Q9ht1qw+TPi1Vowk8gB7zvYyYBIic6d7yeRm1SqGqv3p336xM/PQ1tnny4kNDg8gnc278AVZy9hf7Nbk6OZk7XB+FkQYwmafJ8KANZedyoCWoy9vWuAoXe/ypzwuWNt8rjtePk3P4SqkjCZRauIONg9hAl5Ppx34hxs3XkQUUVBS2cfUrwu/Oq5t/DT+/+KaDQKl8OKnfta8cSf3sLSOZxHkmsUbdPdPz4ZAHQv6pGogiDXx6a44jEgoFN8TsiSCLvdwhgGiqqiJC8dFouMovx0hLgQyLZdTZgzpTwp/vpnl68gpwLocM40vl+US+6Ti2aO1/1+wYxKHR7XiEleuWwanHYrPt3eCFW7PhRVhWD1YHm9ubz1YbP/w0H772zM/vHHH8dzzz2Hnp4ePPfcc9i8eTNTwtu2bVucDCC1seByTZGxMNfxFgSy8nzptz/G3DPuOORzdNgtmFZdgnc/2sli12ZGs8ppHO9wWrK6XD4WzaNds9K8Oh49NafdguGRMFJ9TsbHT3RMPpPf7Pv1f7wZc06/HaIowMV5T0Zr51jbZIZ2FYR4NDBpj6DdpARTsaSxmCQCUSWWmzE4PBIHROLRqEY0rRGNSis8JIms4vjYp3FbgJDUfnPHKqy45JG4tlEJ4gHTbPzECGVjnzpsFsZ2N8s7IfX6ZEX8Vfqfb4Px81hvVVQjIhSOfq05AQClBRn46PlbEYlEUX/6nThq/iQ88sxrqB6Xi+cfvQKX3fEnXHPWImzf04I1j/0TF506Hy+88QmK89Lx+vtfjqm9tE2RSHRUTK1Z+0leRnIENC2Da27vTer1o5ad7oUlQUUDoAf70HmaqO083rggOxUQSBIlxeMKiMck00ol6uUozElBw/79uPr8b3Zl//rHBw7Lyn5JXeH3K3veksXsAWDatGm46aabMH36dKxfvx5ZWVmIRqNYv359wn0mw+UmRcZmeCFJIpbWTyD4x1Q3YTZbZFQUZ2FcUQaAeFwuRX4akaVlBRmoKsvB5PEFOOXoGaQdisJwms+svQh+b6wmNieDIDPbNz6MFJ9Lk9cl7a+vK0dxXhrOOJb0j9NuRW1lAXpY/TVZmZQWZGDVyrlave9STCgnKM8Tl02Dz+PQ1QoD5IJdpK38jGjX+284DT84dQFmc1jYxbOq0KRhbY9fOoWtgGibaE0v6dMYnpXvJ7pgzEz1oryQUBBzM/xs1Um3jdWlSzq0blFuGq4+N1Znn6xNZmjX0ZCxO16+E5IowG6zIDPNgwlluUjzu1FeRGLTd1x7Eopy03SytVZZwp8euATN68m581hhj8uu5QL42HcUjcqjaWmbVp88H7Nqy7T6ZYIhve+G0wGA5Q3w21KMKgn7iJgxuVSHK376rgtIH2fG+jjRuRsRuFOri3DckinwuR3ISIllbF96xiI0vfuA7jgWmbj1C3PT2RiHQpFD7v9k12hOhheSKODOH54Ej8uOzDQPnHYrvG4HaioL2BwRAFx25uKvPSdkSdQe/ioe+sOr6OobxN9f/QgAcMVZSzA4HMRfH/gBPC4bJI8b8+ZMxpubd2FfUydOO2YGGt++D+/98SZIooD6unLUVhbAabeirCADJy+fFtcmivDla82NWG2z9o8FAV1WmInG1h6cdvRM1k8zJ5eie/OjWH3KfGRn+HQytRPK8/DZv36RHH/NzVOKOi4tyGBVCCcsrYPDbtW9FOZnp+Czf/1Ch8eNwySX5TJPEq2quPmSY6D07cOHW+MXh9/b2Ow7G7MXBAGnn346LBYLnnnmGbbtuHHjsHr1alx//fWm+0qGyx3ksaljxHgyAZf8dCa1SeP0RqP1s1FFTYgypWhUHtfKH0vUVsPUlaqoKqsW4OvjBQDF+eno6h1kamLFuWloaO5ixxkJhogaGudR4JGfAInf0fgqj3bNyfDBabehoalDJ7Xr8zoxODRiuqrzJ0DTkn/rqX2jmQCS8BSJkgzzFC9JeOobDCDF64rL3D/j2Jn40382xe3f7bJjMInHQHfMJKtHygeorSrAF7ubkZ7iYfHX3Ew/BEFAa0dv3OqmICc1bnWUDBlr0/Ib7FY5LrPcSFKLo9UBKC/Owq6GNrbt/OkVeOeDneS4STLPzc49UZ/y42y8FozHcNqtCEeio15nZm1IdI3y0qtZqR60dQ/oPAq0jV9lnhqNXv+qogKap0FRFDjtsVXzxIo87Gpo0ynvVY/LxZ3XnoRVN/xWF7emXjZ+tWvaJu1ecCjt52mJc6aMw3tbdunvGdp1ZMyit1kkpKd60dTWo2tnis+FvoFAUoQvw+si5s6nYcea8QVoaO7USQ8DRNZ6eCSkO1dFURmVj++jUCgCFcTTcHD3FpRVTcf2F28zHauvY2xl/8kBuL/myn5woB9Lar9f2essmcStoih47rnnsG7dOs3VRv7bvXs3Pv7444T7NIvZk5moT+hRTT6bmaLVR9MHfV5mLOMeIAlXbB+IuaPMHvTEtU3+bXzQ02NFogpsWl0/bVNUUSDJEi4/a7FuXw1NnegfHGFZ2g3NXfB7HEjxOjEwFGAPglA4FvOLRBX2oAf0GuD9QyMsBtvS0Yc9je26h4sKYEhLQjOzRH1qt1k0zXbTnyErLSZ+43ba4NDkOulqVVVJDXR33zAiEcW0RO+5/2zW1RzTPuJr8vksZ4fdAhvHG0jzu3XjumhmJUry0/HkL86D1+1g3+050AFFUXHd6qPYts3tvWhq6zF1Y5q7QRP0H8DipjTfgQ//GfdvdMcKArC7oU23LX3QA4nnODlO7DvaT7RP+fg93U9USww17tH4MkE00ke/zoxtoDs3+60kiewh3NU/BJfDCpVL8qKu+UOdp5JkcjtUyTnRF1Wnw4o1VxwPRVFYSMVukeNCTNt2NeP4yx5lD/rFsyrhcdkhCqJ2rtx5m7TX2MaxtJ8PP23YsksneQut/fyDfpJGtQuGo7oHPb9fxeRlQ1WBMMXmumy6+1pgJIz6OuL5/HRHY9yDHiC5HcbcAvL3INs/oLEYtG1aO/sh+8vR2Tu2cr+vav+HQ/bfvhuf4nKXLVvGoCCnnHIK9u0jCUY2mw3XXHMN7rvvPqSmkofasmXLEu4zGS7XiMgcDePJY0gpBjYn088U5WRJRH3duDjsJS1X8WnqbtRyMmK4WDNcKC1voW/G/KUeiUShKqoOTdu9+TH4vU6U5BF3+NXnLsWOV+7BicumISfDj/ElpIxGUVQ8csu5mmvdB7/XyZCZbqctDoGbDO16+VmLUVtVmBCjauxTSRLx6M1nQRQEBs8ozEnVld/UVBJhC1EU8D9rzsW5J8xFfV05Pv/3bYhESEb1y7/7MVRVxZHzJ6Fz06Nse9p/JfnpWLVyLladOJd9l5PhxypNz10UBebGFkUBT/5ilW7bqdVFrB8A4pbOyfDjlKOmY+/ra3GBpvzmdFhx9vH1OOf4et2581hSl8OqG/cVi2oZOpiOHT3usjnVuuMes7AG9XXlOPDmfQSRzO2Hx6QmwhW3at9XlmbDbrPoxjkZFplvE+2nkvx0VJbmwGG3okZLoGS4XAPe1GKRUFaYCZ/Hgex04pa1yhLsNuuYrzP+XCnm2Ww+/eb28+F1EVdxaUEGivLSYbVI2PAnUlq4aGYl9r629pDn6dN3XajblrYhhvCVUVmSg6vOPQIH3roPpYUktNfTP4xzTyDzzO7zAFy4jM4JWZIwqSIfr/zuRwDIqpcaba/x/nSo7adYaiAWRqRhuD+sXQ2fxxErVxQF/GT10QCAipIsncIcaVMV9r62NinCt76uHPvfvA8+txPZ2ti5HDacejQJN1597lI0vP0gGt5+kP02xevEuSfOYWEgHsm97t6LMKE8V7eA+vevrkHPB49h/+t3Qo2MsBDB93bo9q278Skud+7cuWhqaoIoiti1axf27t2L8vJy2Gw2KIqCnJwcAoAYHMTy5ctZrD+ZJcLlJkNOJsLACgJMXWq860zUvA+AarrK87rs8HmdaGzp1jLyY5nCFBMpSiLCGm6WvpnLkoi5U8dhb2MHDrR0s/YKooBoRIFbE1IRtUx/mq1MgSp0W5ULDyyuJ6haUSuNYshMxNzntF08vlWSiN58VWkOtu9rZW/oFM0JQNfHFPGpqvrwB+0nATGRnqw0L0ryM/Dhtn1QFUKl6+0fhsNuRTQaRSgcxZwp5Whs7cGB5i5YLTLcThtbrTjspHRKUVRkp3mhCkCvpj8uaI1gxynIwIdbGxCJRDXmPCm9oiERan6vE0vrJ+Afr32MiLZ6owjfA1rIxGqRWLZ2SX4GDjQTyA+dA9RNWVaQgYamTtAkQNovvAgTxcROrMjD9j0tiEQVNr9SfS58+d87kFV/ja6NdIxEQUBxQTr2Hoipsf3PL1bh0luehigIcDttSVHHUUVhfUG9BnSu0TYnQxAby9wssohIVGWUu7FcZ7zGO8U8098CsVJIOo948AvtT5oE1tjSnRD3azZPLbJEXqppv3Kla+D+ZpEkSJJee33J7Al4feMXunGh7SzMTUNv/xDKCrNwoLkrjspYkJ0KQRQMqGxzhC8/1+jY037j2y8IgNflgAoV/YMEbBUMhiFKIpvzkiQiMBJCbVUhcjJT8Mq7n+ngXWl+N2ZMLsX+pk5s39vCvuMRvmSeNmvzlHx/2tHT8dyLH0ASRWSlexGJKmjXkn0Jp8LOPIg8vttMEGrDH2/ES+9+jtt++QJUJYK87DTsefnQE6VHM+rGf+PTw+PGX1zzvRs/zpYtW4aGhgZs2LABnZ2drPSuoKAAsizj5ptvRigUwubNm9HS0oI5c+bgwIEDCfeXDJdrRNEmw3gaMbCFuelx7kxAX/amqOSBUV6Uyah2FEUJEDf51OoiANDq7Y2/teLhG4k4TFRR4XKShJlIVME7H+5EU1sPu9ijigqLJDEFMgBIT3GRWmhNnIO+byyYMR7TJxYjR0s8crls6ObQrjzUgoQiYgplqf4YTIM8mMgb/s6GVp3blaI5jX2cluLmsoNjQJ8pE4qQm5kCRY3Rv1K8Trz/6R6oqooZNaXo1Vygpx8zA1WabviGLbtx9LyJAOIpXrIksZuv1+NkGb+AxuTmj/PJHqgq5SGQ2PcMDVzi0MIoi2ZXIRpV8NeXPoTKuUhfencr5k2NJS6GwlFYLDEWRFRRdeEE2qawlm1N8cs04W7Z3FhJlqqqWDyrEi0dvQiGIzpccXffEH5415/Am8Uiwe0i+1FUFQ2Nnbo5uedAG/suKepYKz+jfRFrD5lrN15yDIDkCGJa5kbL6cIRBVaLNPbrzBrrM4p55n9rkSWsWFyj83jRB/0pR8/AaceSpMnG1m5UleawPuOvM4r7Nc7TFUtqEOYe9HTcjllYyz6LAmlvMExYFLyLnD7oTzlyGgPTSHSFqpIH7sdf7GcPenqN0vZWlGSNCVfMzzUgds8xtl9VSX7L6VrpLA2n0JV9ToaPhYw+29GI3ftb9YhnFTjlyOnoGxjGzn1tusULRfjecvlxaO3oRTAcqyJIT3HjuRc/AEDuHS0dvbprVFFUTJ9Uosd3ax6/gaERyLL+kfTnlzbjN395hyCwBVEXlvsmTDhM//su2ne69G7mzJno7e3F0NAQ2traoCgKqqurMXHiRDz77LOm+0yGy6Wld2PFeBoxsONLstDc3scergJI/Wq3JktrlhTEr0Kqx+Whp28Ize29cRhV+ltBIKInsiTC5bChbzCA6nG52LaL1MOLggCLhbzBK6q+Vj+R3XL5cTjlyOlYfN5aDAyNIBgKQxIFRKIkkdDvdZq26VCNxMjj+zQjxYPO3gEW/1VUFempbvRpJVEWWWIrW6fDCpfDlhCd+1XapKoazngwwF4gnA4r3A4b2rsHmJqczSpjYGgERblp6B0IIKooY07uo2a1yPB5YujfVJ8TfYNE+51+19NHgC8UsTw4HJszfq8D/QMjzNvBzx+/x4G+QfKdIMRAN5PG52PnvlaWzAQAU6qLsGXbfpao53HZCY0vAeqYAo5oXySSkE2GICbY3thqd6y4YmMbgBhu2Qwpm57iRktHb9J5OpoEKy3lTLbfE4+Ygg+3NiQsP+ONevjW3XsRjllYg/z5P8LwSJC8/PhcWFpfhX++9nHCsjfiuhbGjCumRu8boiiOqV94O+Wo6fjLfz9I+D2P7/ZrIB6AQ/iqZMFhln+UyCyyxOBFFLdMXkTMt6eJilarjMHuFlSMH4/P/7lmzMcbq9GV/ZufNh6Wlf2imoLvV/a8JZO4BQCv14udO3fi9NNPR05ODsrKyvD5559j0qRJCfeZDJd7KBhPIwZ2899uxZvrbsSpWhmdKBKZ2RWL69ixi3LTMGNyKa6/6Cg47VbyFsq9LS+dXYWP/7EGkrYyorFR/re0TX6vk2TYSiJSvC6k+V3wuGxQVBWZaV5Mn1yKfW+S8pu8rBQAJC7XtvERVnIHkLjZtauW4dPtB9DRPcBUpCJRcnUNj4TQ2tmnaxONz82uLUN9XTne//NN7DMviXkKVz5E0Zx8n9o10EY354akIYHu3iFsf+VezKotR3E+yTkQBAGP33IOViyuQ06GD5IoID87BVaLhLfW/ZQdh4/3F2rJiaIo4Jm1F+Hi0xayz0fUV2NWLVmB33bNiQwhKwgkN+CL/xI53Ug0igXTx7MypduuOREnLpuK8SU5zJtDscKJ2uB129m+bFYZFplIET9801lYffJ89l1tZQxBvOaqE5HLIZYB4D+/uhYtGx6EqO3Xre1X1ISZaDJjbmYKKktzUF9XjnfW3YCywky4XXbc+SNy7WzZRl6i6YprYGgELR29AOLneF6Wn3l3aF/w8+fi0xYy/GwyBPFFp87HhLLcQ8IVm7UBiGGejdds23sP4bMXbsOEstgc/9kVJ2DPmw/g0/+Q8ZRlkV1biXC/ifZLfycIwMojpuKzf/2C9T+VsP7o+VsBQFc+Z3w052alwGoh8//8UxZhYCiIssJMSKKICeU5LMYPkES56ZNKk+KKPRoSl59rQOy+YWw//S3NH+r54DEdavrqc5fif9acq/V1Lk5cNg3nnzwfX75CENA2q4yD7zyAd/+XXHdVXH9ThO+MSaWIKArys1PgcdmZZDi9H4kaLpfPBZhQnqvDd5dr85a26QLtWhEFYO7Ucbj4tIXoeP8RTK7IA1SFlYB+U0aTDb/uf99F+87E7I0St4IgYOLEiRg3bhx7KaioqEAkEsGZZ56J224bvfyiub0XZctvHhMul2TbxiMzqU2fVIwfXXAknnp+PV5+dyv7Ox+zB4j7rSg3HSsW1+A3f30X0YiCoQBZYaR4nfC4HWhs6UqIUR0JRvQYTBrsBicDaYgl0pKlvEw/guGIbnVOy5RkSURZYSaaWrsBQUBWmhd7Gjt0K0delMJmlUFRpxRwESuvIS8ygWCYxbEBEjOfXVuON97/kmE9SZxfilsp+r1O5Gb4sKOhjcl3AmT12j80onORCoKAyePz8en2RoZCFUUxDi0qaGNK45kpXieiioL+QQIVyUzzMrJcRooboigycFBGKlHrikYVnHb0dPzlvx/qchVcjthKkaJqo1EFuRk+tHb2s/nDbz8UCBI3vEBojADJXhYFAf2DIzHEsqJqUsqEP0AxpFaLhEhEYeVmqtah0ajCch4AAXabjMBImMVZh4aDKClIxxe7WyBJIqJRRYckNs5x/jgAMKEsB1/saYGZfRUE8Vi2NbaBxq0XzKjUzSdZFkeFwvBej7FieS0WCWl+N1o6+qCqKkPJiqKAts5+ZKV50TcYYNeDUSa6KCcN+1u6TMv4JpTnoq1/BLJFRltTe1x7jXOa7yea7yEIpJx2YGhEh5fl8ct8+4EYgpsie3do3h9FVZGZ6sHKZVPxxJ/eYu3wuu2YVVuONzZ+AUEAsjP8ONjaQ9z/mpwwQOa/LInsepBEQau2ibnyaXglI8WNQDDMtqUYbVUbczpvVZUkCrZ29MXlzZDxEhEeGcZV5y3/RqE6b392eFb2CyZ/v7KPs0QStwAwd+5cHDx4ELNnz8aUKVPwxBNPoL29HcuXL0+4Pz5mPzhIJtxYcLlGZCZfhpOR6kY4ouCMH/4Kr6zfBgDszdsYnjn/pHmon1KOh55+FUNDIzp53J7+YdRWFiTFqPJtslolyFqMnrLsARL34qEuk8eTt/nhYAidPYOo5sQwqHv4qnOPgNUiYzAQgqKq6NJKWGgL5k+vIDE/7Q9pfjdGgmG28nE7Y7Kp0WgUA0MjLOZNbeWyaegfIq4+ivW89vzlyNGgGbxddc5SNLb2IBpVsGRWDIHZOxDAqUdNZ59nTi5BrgYcAggK1QwtOnViEck34LQCevqHWcxSUVT2oAeAzt5BXaJUR/cAi6G/+f52OBxWuJ0UiQtdzftIMMzG1WaVoaiqDnijqsAPTluIFQtrMRQIsRItgMiyHruohvxbQywLWhWKqkKHIQ2Fo2yeRRWSAGWV6bYkhOP3OODWcjsssoye/mEEgmHs2Edi9T9ZTaREeSSxEVXLHwdA3INeFID0VI/WjkNHEI9lW2MbVJVgko3zadXKuTCaKAAP3ngaLtKAUKoKhmAdK5b3/JPmobm9l12TXjcJxUyfVMz6n14PbqctTt53fwtJ1sxK9yJNy3OhCNkvdzdjfM14dLXHwgEVxVns3+1dA7An6Cf6QpHic0FRSJ6AnUPT0vuGsf0AQSRXlGTh6btXo6tnECPBMOtjRVV1D/r8LD8CIxHsO0j0F0i+hcyy3wcN8tpDgSDsGr6bhomo8ddVZ++gbv739gdgtcqoLs9j4lh+7f937mtjL8X0tmqRRfzPz89DiscJiBacd9wMfG9fzb7TMfvGxkYsWLCAleEJgoB77rkH1113XcJ96mL2ggjb5EugjnSPjssVEiMzzWxCeS7q68rx9PPrdTH6jFQP+gYCiESjpgATl4PAdoxoS4pRpTFKunI7XKMjSyKqx+Xhi93NiCoK3n32Jsw5/XaWASvLEmwWiXkLrBYZLocN/YMBiCJx423f28pW6HzMm5wXgYxQ+V6KVVVVUgb25Z4WXS2yz+3AuOIsfLi14ZDOwypLEERhTGjRr2u81yORFeelwe2yx0FVDnU/1HgM6ViNh8zUVhXiky8P4Mj5k/DSO5/jd3eejwtufEqHJB7rHDezr4vAPdTrjJ4bnU+J+hgAiyv7PA4ERghQaqxY3kRzSZZFVv7pcREgVqJqG2O70/xuU+S0mfEAoUS4Ylq1waOj6X0jEWraIosQBBGCgKR9l8jGOnfp6nysZrXIKMhOwZ7GjtE31kxVVciyhL5ND5kzEb6GsZX954dpZT/p+5W9zpLhclVVZSt7WZbx7LPPor6+Htdffz1eeOGFhPvU1dl3dBAX91hwuQZkJo9rzcnw4ZGfnQ2APMwB4MaLj8EdPzwZq7T664JsEjt+9sFL8NDNZ7EEu5rKAnzx0t0AoMUK18ahLYEYRtXYJjM8qE/DgwJEPtPnceCyM5fglz8/D1aLjKLcdLbfxZoQxlN3XYDpk0oQiUaR6nPD4iBv7HTFvGJRDTxuB3tDJ9AMFZv+cjPa3nsY0yeVsExZitbdoTEDGJpzXB7efOYGADGsauuGBzGlmhw3I9WD4rx0iKKAF568Bo/dcg4AUppE+1YUBWz4I8F5UvTmZWcuYf0vioIpWrTng8fQvOFh+Lh45syaUvR88FhC5OfFpy1EfV05G2ceupOT6ceqk0msMcXrRJrfjTlT4rf9xdUnIhSK4pLTF+n2TY/5zNqL4OOwyPlZKaivK0frhgdZbC9Tm1MUQ8ojcPOy/Nj96t0M4ZuRSmKWHqcd44oyUVtZgFUr55IQQJoXj2r9NH9aBekv7SA8ktgMC5uXFavhJw82G2MjCILAAERfBUE8VjQtHUcek8zPpx+cukCHms7L8ms4YgemTixhD6VwOMpyN8bSpqx0bxzCet29F+EHpy7AdE1umLxMkeuhc9OjcXXpKV4nzjhmJouPu5023QNp5bJpuOq8GB8kN9OPoxcSD4/TbsVV5yxNiivOyfCxF+3Tjo6tbima2QzBnZ+VgumTStH49n2IRBUdzpvmIADAXT86CW+tuwEnLZvKPA6yJOJPD1zCuA1mmHAj0pqa027FlZoYEo/KNs61D5+/FX4Di+TOH54EgIQUU/0ucr/zODCuKBNKz068/psrDvuDnrfvs/G/YTPD5X7++eeoqanB448/jssuuwwAcdG6XC6Ul5dj69atpvsaKy43Ds1piLUJIG//rIZei53R7GZJEuF12REIhgk20hDDy0rzor27H79ccy7uefJFrb4aOrlXo40FD0rf6mMytbGYtSgIcLtspjGvFK8Tg8NBKKqKjFQvFsyagOdeeE+3jbFtc+rK0NDczRK7yosysVNzD/vcDkiSiO6+ISZlyccaARKX7x8MmHo4SBKbBEVVdW4+gMRTI5Eoi3sbzYjAFUUBoijq8geAGN43IdpVa68A/UqarAajuPGy43DH4//U95GGsaX9P7kiH1/sbY5D+FLPDZ/FzNrFzT2+ppoem1+B0WRIluHOzTN+XtB9WWSykqX7yc30m8qqGs14PfCrS6MZxzXZqm6sWGq6rSyJsFktjBvBzyerRX9u+vbr20Cx1IfSJj7/5tSjpmP73lZs23WQjY0sibBaZFitElJ9brR29OlImVaLpLngLQT7CrCa93nTxmPDRzsTjvOh4HIzUj26uWbW/li/CMjLIrF3Y//Te4ff40QoHNFhjcsKMjASiqCjuz92fzGZP9QzmGxumfW/LImw26ya5zD225/+4Gjc9eSLAEioo7G1h6G+I7170fXpn76R1TJd2b+79eBhWdnPm5j/nVvZf6sP+0gkgjVr1uDxxx9Hb28vRFHEokWL8Morr2DTpk2or6/Hb37zGzQ2NuLJJ59ET08PQqEQUlNT0dFh7v4xK71TVQWpXhcGhoMcLCZWhw7Ebhb0QQOQG3skqpCa+DGeE3X70X2meF0YHgmxh6jxBh33e+57erOwWWXmOs3O8EJQBbR392tJXQKWzK7CR9v2Ew3275Dx3H2jyZLAKgISGX2x4cuo6AO8l+ONi0IMzGO2j2g0imT3IVEQkOJzsjwGM6MvefQFhM4fngWuO65FQngM6mKjGc3DU7V2ZqS40abd6I2s/LHsK+FD2XA9UMiT2f59Hgf6BwIxQBJiL1FWWUKIe+nik+WM25q1T5Yk2G0yBobiX/L4awsgIlW1lfn48PMG3T4FQYDXbU849w6lTWM1ksw6evJgIkvxOTEwGCvBNL4E/r8wn9uBvgQvSIB5P3lcNgwMBXVzi394Uxlb3QusQOBfFlkyxYrzlpvpBwQBLe09UBQFW/5yAyaMK/wKZ5fc/v/wsP9W3fj33HMPnnjiCVgsFixduhQA8P777+PRRx/FtGnTYLPZcPnll2Pt2rX46U9/innz5kFRFPT29mJgwLwOezRcbiI058zJBGf61J0XMGTs5/++DZGogqryXHz0D/ICkeZ3M1fjeSfOgdUiQxQFbP7brSgvysIlp8f49apKoBjBUOxhQMvpKNqSKttlpHpQX1c+Kh70vp+chhWLazFDc6mpqorLzlqCbS/eic//TchSy+cS6IwgAM+svQgA8MtbiXt3wawq2KwyHvv5+QBialVVZTmmaM5rzjuCU9eLJRsunlWFiuIsXHPeEZrylUBc8BqylGI9p1YX4dwT5jB0cPOGhzU3HOkzSRQxu64czRseRvOGhzF/egV8bnKu1L33h3t/wMp6HHYrQ+DSsZtVW4Yp3HFyMvysDy8/a7EO7ZprQItmZ3ihqCrq68oxbSKB6py8fCq2vXIv3vvrz9m5Lpk9AQDw319fS36ntc3rdmDVyrlxCN9LTl/IVuUrFtWy72j5lq79Blwxj1DO1RC4kiTCYbdAkmNAlaMXELRuzwePsXlI+//Ck+exEAZAPDtjweXyfVpbVYizjqsnCFyuT89fOVeHUeV/u3zeJB0+eixYan7b9o0Po6I423Q+XXrGIt1vM1PdeOV3P9aV7AHAopmVSbHUZm0aDTdLx5VeD36vk4VK6DHb3nuYufGtFllXgiVJInM/C9rDjlpepj8hLpfdY7R98Whmfltj+/m5RlHf0yYWx30GSMjigpPnIxJVWHiwsjRbN3/Mxi4vy4+K4mxYLbIOt0xxyUYsNRCbW+0bH0bTuw+weUv6hQje/P2xK+B22jC+NAfL5k1CfnYqZtaUAtEQnv7nJnyTJhym/76L9q0+7Ddu3Ihp06aho6MDIyMjOProo7F8+XJ8+OGHsFgs+Mc//oFQKIRAIICrrroKGzZsQEUFucASQXXMJG6pWS0yaisL4kQrunuHMKu2FLWVBZoGNUks6+olq8faykIMc4COUDiCT7Y3oqmtB+FIBBkpHowrzMDimZX4aFsDABJvzsnwYeWyafjPb34MgMSy3v3fn+qOQ4UmBgYDmDG5RNcuQQBqKwvwxqaYLraiqnhr83Z2oQKkLlcSBQwNa7AfbVQzU71MU7tfWyl9+OleVJbm4Kh5JF5HJ+bOfa1YMqtKN1NTvS5s/mwfQuEIPt3eGEe3WjSzCu9/shdbvtgPRVGRkeJhsrWpXhfe/2QvPtneiCPqJzC38C0P/U0r5bHj/U/2IKooOG5xDRxWCQ6rBEUBMrUXIAozyUr1wOeyweOywyJL2MRl1Xf3DmFqdZHhODG3L5+Bz/dprP/Jtp/tOIhqjU9gs1qwrbUfDf2kzyLRKN77eLd+P9r/t3cNYMmsKkjaDas4Lx0+jwMfft6ASo3i9tmORvbdps/2Yvqk2Dh39w6xjO/YjvXrJ37e8o64z3c2YvqkYly39s8IR0jp1ac7GiEIhCw3GAjjuf9+CAAIjITijkP7wux6oH165Nxq0qdam5wOKzZ/tm/UNiU23p0Wf67BUDjhfPrgswbDb4mFwhH2wDA1k+Povja5zvY1EbW2mdo1WaKN68ZP9uCPL36A4UAI+5vjYTuqqrLxSE8huRj1deWYXVcOt9MOu82CKROK8NYzMdVOKyfIxO+Hv8fQfdFrcrT207k2dWIx85Js39sS9xkAnnp+PV5861OkpbhYThKfT8S1ijtorI2yLLLhoP1E2/DGpi/x5qbt7GfdvUOYMblE108Z2rm5HDb4fS5MnlCMweEginNTsXHLLsyYVIyGg51Qgr3fvMTt/+Gn/bfqxr/77rvxxBNP4KmnnsLSpUtx//3346677sJDDz2EM844A3v37kVZWRnefvttVFVVISMjAzNnzkR7ezvmz5+P3//+93H7TBazHwoEY/FAQ4zJjH5HXerGGJnLYcVQIKSLcxbnpcPpsGLH3lYWN7NaJPi9LsaFBghopK9/2NQ9ZxbPL8nPQENTB3Pp0XpeaoIALJxRia27mlgbqfvb6bDq4uE03pyd4UNX72Ccm5nP8o3tXx9f5meLscZdlAhIxhjjczttCIyEWAa00c48dibe3LQd7V0DjM9Ok5HcLhucNiu6tBp4ID7umyyWGxefTRILpe31uOyIKiqGuXwBGg8lFLuAzsWal+XHcCCEnv5h1NeVY+PHu0m/GaopaDa13+NE78Cw8fCmRvvfbrVgJJQo14PoLFBLFD4xi2OXFWQQ3oIhZm+M//LXC+lTwmQ3c1vzobBDjdnTSoRk84k36nrm56YgCPB5HLpQj/E4Y5kToiAgLcWNju4BeF129HN5Ii6HDSPBkO46djttGB4J6eRw6ZyVJBGSSLLiQ6EIPCZjwfc5zYM51PYbwzFOhxWqoiIYJpoRTocVdqsFoUhEV05nNEkS8dCNZ6AoNw3HXfpIwu0Amt9Erge+3YnCRjTnw9hPpF6flBhTjQD6e7tVxkDjZlROW4at/1qTtD1fxagbf/22w+PGn1v9vRtfZz/60Y+Ql5eHxYsXQ1EUXHvttZg0aRJOO+00AEBrK2Hb33LLLaiqqoIgCPjggw9QVVXFvjNacolbgL6dGt9xzCQl6cXf3TfEXHKSJMKq1Zfy2zc0dbKyNiA2+a89/8i44wCCTtkJIDeoSDT+xrnvIAHf0Gzog+361YSqAm9u2o6O7gH2QklvAsbEtxHtAvrh+Udi9SkLYDSzB7FeSlP/nY6hDsL71/1Nu+sMBYKIaqVaZvbsvzdhYGgEmRodjgfwDA4F0dU3iLqqQkyfVKydoz6RjLaRPuh5driZHKhxnCkLnz5IBoZGdA96AYBTq7kPaARC/ibf1NbLbnDvfbybCBip8WWTKvt/LjGUW5Emk931euyM8EeNcgAUQ1IWfdDztf/03AG9lOvA8AhyMnw6l7MgCFDU+Jch8h00CBItvdN/b7PKuokyVilp+h19EUg2n3ij+QEp3EpUEEY/zljkZBVVZS/Q/YbSNjqneRscDurkcKO65EkBNVWFTLbVDMNM54UgCOhL8jKoKPHtFwQBLoeVPeglUUB5YSZUVWUo6hOOmAJVVdHdN4ThQMhU64PatOpirP3Nf3HC5Y/GziHBtipi1wP/giIApvc5mvhp7KeoomqfNflkrntvuOhIQAl943S6/8vZ+N/qw/7ss8/G+++/D4/Hg1NOOQVXXHEFXn/9dZxzDinJeuONNwAA48aNw+mnnw4AWLRoEfLy8hh4x2jJYvY0HsjHmIBYfFkXIxMFVI/Lg9UiwWGzYP0fb4YkichK8+Ls42ax365YVMuVb8UkYRVFRTSq4Mb7/6xrX//gCNreewjnnDBXdw6LZlaiY+MjOpnU7AzyVqioYDHjolwiO5qb6cfmv93KZGyddis2/e1WdG56FOO08pnHbjkLgF6MBwB+ev9f8Ks/vRnXd4nkfamNFl82lm/RWOiTv1hFVkl+F+ZMKUf1uDzMqo3JuuZm+tH49v3IzfSbxiivPHspXn3qx3jldz+Gj4uX036jJUu0TdQtaBafpbHQytIcCAIhCZ6xoh6yJGLVSpIL4HLYcMmFx8aOMasK6zVsaGlBhm6c+Vgu/T7F64TVIqF6XB5WrZzLxiM30w+fx6GT1k0U3zTK7j5ww+lQFIVheF0OG+78IQELlRVkoLI0B7Nqy9C84WG4tXDH+SfNY7kO9PyMUq4P3HA6ViyqxUxOZnfRzEq0bnhIFwem7t30FA9m1ZZhaf0EnLViNixybKwyUj04fkndIUtJ89vy88dsPvG/zcvyo/ndB+D3OGHnyioXzji0mH0yOVkao+dLzJo3PAyPyw4rlz9hzGHh58iC6RUoyk3D1InFDHjFl8jRktDf3nE+KRG1W5ClzYuyggxcfNpCnQyy3+OIa3/7xoex7cU72QN8XHEWrFYLUrwuvPy7H0NRVIRCEd3nZZqgVGFOKpo3PAwAOHIeQZE7HFZ8+s+fs/BBfnYKmyO0tt947fNSwADw9D2r0bLhYTb/6dza+9pa3bZU2puaWeJubqYfguz4Hpf7NexbdeM7HA6UlJTgyy+/xI4dO1BRUYHq6mocPHgQfX19uOWWW3DbbbdBlmVkZmaiubkZmzdvxu233w6/32/qxueNStyq4WFkZWehvWtAGwwyGnQlR+VZg6F4VzAtExEEUt7lsFkwNByMScIKgN1K3LOyLEJVCG0rN9MPp8OKA81dbHXisFvg9zjR1tnH3mqpVRRnYSQUQVtnH0RRRDAYBgTz0idJFJHiczIkJUBc6oIgkATC/mEERkIsc5wPQ1hkCS6nDdXlediwZRdR5xNIbfKYZEft1jiZVNZXgoBlc6vx0rtbddKb/Oq7ojgbjS1dsFgkViLotFuRluJGY0t3XP/zkqSVpTlxsq+8nGk8QIXIl4qiEOdVcNgtGAlGNFCHiOK8DDS2dLFjU5lOgKxWPS47628qQ0tDDm4n6We+3S6nDUPDQV02siAA40tysO9gB4KhSJxEr0WWENUoaSleJwPgDAVCmDw+H5/vbILTbmXliGl+F6sgsMgSrBwUyeu2s/YEQxHIWoJYKBwhym3BCAa1/ThsFt14UMnVA81d8bKvggCHnaCaaViId6/73A6MhMLs2Dr3P5fh73LYEAyFtdVcLDxgkXk53NFlqGsqC77SnDDb72hyuHTc6W9ddiuGtGxym1WGJIqa50fVzRGbVca44izs2tfG7ht81Y3bYcNgIIiCnFTcesXxWDSzEnabBXsOtOO6e/6M5o5e5GelYN/BTvQPBuCwWzFzcgmOXjgZ9/7mJRxs7YEsixrUiqziaZglI9WDrt5BhMJR2G0WpHid7POcKeXYsEWfiyJJIiySBKfTBossoa2zj7WXXvvxZZrm19k15x2B3Ew/bvvlCwz6Y5TzpRho6hnI0UKMoXAUkkgy9kdCYRTmpKKhoQFXX7DiG8XlvvdF02Fx49dPyPvejc+bIAhoa2tjD/pPP/0U+/fvh9NJ3np//vOfIzs7G3fccQc2bNjAfvf222+jvr7edJ9mEreQ7Vg+h6yMVZW4A71axjdAEK2ShiyNuYJjrl2n3YrnH70ChTmp6O4bgsj1mqoSYQgAiEQU5u51O23Yvb9dJ1EaGAnDqtWX88cHgJ0NbZgzpRxP370aTo0WBpUk7xhlHaOKokPKAoDH5cBlZy5CS0cfeVEA2EPh+CV1uj7/9e2r2D7DkShboYxFdnSylq1Lt+Xb5nLa0MlJ59ptFkypLtLdGPY3dyIQDOOMY2LekeGREJMkpf2f6iNzYDAQJKtRDflJZF9juNDG1m4U56Xp2kRXZ6rWfzz8hBrFqAJAcW46du+PEfCyM3zsQU/3y8t0UqIbQHIwyJzQv84fv6QWAJDmc7MboKoCO/a1MElPXqJ32sRiVl4JUJ0CBcdo4JXPdxyEqqoYHgkyNzxfvx+ORHUI5YGhETgdVhyntYPqI1xxzhJ09Q6xB73NKiMQDOP0o2fq+rSiJMtc9lWNyb5ShDD/QjoYCOLmy1awz/Rc6W9tWghsKEDKYL1cJr3NYjlkGeqvOifGIidL5XAXasJAFExz1Hyy+h3iysaCoQgCwRDD8kaiCmtTMBTB1p1NugRX/poYDATh8zjwzroboKoqTrnql5h3xl24+aHn0dbVj8aWbnT1DiI/OwUTynPhtFvQ1TeE6+/9C5rbe5Hmd2HetApdCWhUURGJKjhq/iSWbDcSDOO0o2dgfDHxBtIHfVlBBiaPJ9d1NKpgJBRGd+8gxmnb0fOh1z7jaBj6lHrGqL3/6R789IG/YXxpbD9GOV/ST7F7ZEtHH5x2K9JT3IgqCns5UlQVgtWD5fWV+Cbt/3B+3re7sj/nnHPw3HPPIRyOTVKLxYJrrrkGa9euRTgcxhFHHIF3330XsiwjFAohNzcXkUgEu3fvhsfjidunWZ19pO1jFE9ehINtvV+7zfxKhcqXqoqaMOlIB71JAp7Iy/RDlES0dfZDkgSMjIS/du2vmaX6XDj3hHqcfOQ0zD3jLtisMkPPjkV2lAJD+G3peYYjUVa/TJPyolpWNZW4pcaLZVgtMqwWKakkKS1lMkN+0lWSsU1GKWN+LL5rJksiMtO8aOvsR1RRkJHiwUnLp+I/b3+WUGLVmOxmrPmXRAHTJ5Xi/U/3QBJFKKoCi0zcpq3aik0LwccZxaymp7gZlAcYXfZVEEjckyRaSTq9Bb/XiYHBAKIK8aZEo4ruO17ieawy1GZJmbQ/xzInxiIny/eRAIKO/mJPc5JfHLrdesVxmFVThpOufFwnE2y8x9AEUXqdHTV/EgIjIby1ecdhaQc91/RUD6ACnT3EI8hf+8b7GO3TsXIBeDlfM7NaJM3rZUd7Vz8UVUVhTgoa9u/H1ed/syv7jV8enpX97KrvV/Y6GxoaQjgchsfjgcVigdfrRTgcRmMjibUPDw/DYrFg5cqVbLXf29uL9PR00wc9EB+zl0QBynAL3llHePpU+nQ2V+tcU1mAGRoWM5EkJkOu2q0QQG6k999wBs4/aR6mcmVwNZUFOulTfmUzqSKf1UV3bnoUEznBmpOPnIbP/vULNL59H1l1glx4n/xjDZo3PIwLT5mP6ZNLIAgkrDCPq/GtqSzArJoyFmOlMTDJUNctigKmVBdh06d7EdQeekW5aZhaTcqLzGRHPQbZUYpcjW1LpDez0n1wO+14+SlSZpib6Ud5EYnV8RK31PhEnqqynFElSSny0yjxWVNZgKnVxbo2MYlVTcTn4Dv3szZSo9KttN/ofmmMmMp08ttSmVfjnDBr0+xast/f37NaN86JJHqfvvtCfPbCbbjwZIJfPnPFTNx+7Un4WOM7CAKR8KW/qy7PZSsmURRwxJxq1FYV6Y4zs6YMf3nkUgAE2kKlXOdOq2BzRAWwfG41ej54TPfb6ZOIbOrRCyZDliR2nBOWTuHaBCybU82unVm1pfC5HZhZUxqbE9z8KcpNY/jZ+dMrmYAPQFzZvMTzWGWov+qcSCYna5x7B96+j332uO14+Xc/ZJ/do/yWjhcvnGM2n46cNwkZqW78cs052PXyXXj32Z/i3BPq0R2SEZUdUCRyH5FlCel+D7vOZtaUspfkROWH7z9H8o0Kcohc9HvP6uWiez54DG0bScY9TW4tzU/Hq7/7EdsHf+0X5aZpAkz6Pm1e/6B2HHPZaXpMXs6Xv77pZ+ptuvcnpzK57psvOQZK375vvvTu/7B96zH7uro6vPdeDNvKx+x5a2hoQElJCdatW4ezzz4b+/fvR2FhPEnpjfe/wEN/eAOf7WxCW9cAinJTsOezd3Dg43+h9IibdDQ23ujfR5PEBGIZ4BZZYlKv5O/QZEsjcRKlQEzeURAI53xweIQ9BKvH5WFgMICDbT0GeVcA0MfIrBYJiuamAwCbRYLFIpu+dY8vycaeA+2IRBW2L0EgZL+u3kHdb2WJlP7wM4Ivf6FSnEbpUKfdipFQmG1H+obgMIcDQchaHJZacV4agqEIWjr6dP1CXc18G4ySqon6NJmcqcUikTwIbsVEZWqhxQvpfulxfG47+rQYtlHS0zgnErUpqiijShlTCVqrJrE6MDSCweEgkyB98e3PcEBbRdssMlxajD8zzYue/iGEw1FYLTL8Hge6+4Y4rLIIi4VI37LSSQCSTErArBaZxVGNJD6/14H+gZGY3CzIS0FGqlsr24qirbOfzQ+6Sqalm5IowK1hVM3kWM1wzkCsPO1QZagPZU7QNi+aWcWkc6k861jlcL+KvC89rqqaz6e87BS0d/UjxeeCAKCrdyhOFhoApkwowgu/uhpn/ehXeGvzDnhc5L5FQ2rG65e/H1hkEaTajVT+0O/W3XsRjpg7CVmzr2JjnZXmhc0qs7nH96nR+OtMEkWdZyIjxY3u/mGWcU/3IxrGWRTFuGqky89ajP/545tQFBWFOanY+/m7GF+34BstvXv/y+bDsrKfVZX7/creaB9//DHy8/PhcDiQn5+PXbt2weGIxbPXrFmDyspKTJhAYu5Ux97v95vu76nfr8N//74OjR+SLPjdn7wBKXUC/vwSgYvQi/EITQSCWm0VeXFIJIk5s6aEbet123Hy8mkIR6K6h5iqAgtmVDKpSqNsJ5V3vOLsJSyBh9q2XU0QRVEX75EkEatPWYAj6qshiQJzZYfCUcyfHlvZB8NRzKohqwTm/tNkNnfsa4VDi4llpnqJu00UMaBJhwbDUebliEQNNwoBSPfHPCjtXQMMAEL7Kc3vYklooijArwE1whEFM2tKUT0uH+mGDNqGpi6cdlRMzKO3P8BKdIxtMEqqmvUp/W2isXv67tVwam2kNhIMIxpVMLW6SLffoxeQeGwf90Cikp60qsEok5ponJNJGd9y+XHk/LSb4OJZVWjr6kdJPoHIiKKAJ/70FuZOHRfrC1XB2cfP1saiH+WFmQDIWLd3D7A8E3qciuIsLJ8bm+eyLMJpsyIj1aNTSTO6Xnv7A1BVFVaZCP7Qb/sHR3CwrQfHLKhh20qiiDt+uFI7ZhRZaV5kpnmTyrHyc5wvmXOYSM9+FXlcsznB55a4nXa9dO4hyuEeirwvf9+gngwyn0LMu6KoKs47YQ6evf9itHb0oaWjD4qiYP70ChZLp7bli/04avWD+GI3CSMMDAVRN4HMYXrt8KTLFC7rPxJVkOJ14qpzCa2UXg9/f3ULzr3uSQCxcEV7dz9+dMGROO+Eetanxtwh3blaZTx992p2L6DW0TOoK0Gk14axTy8+LT6v5pfPvsEalJ3uhZRWmVBX5HDZ99n435DV1dXhk08+AQBIksTqKxcvXozXX38dAPDkk0+SkiOLBatXr4bH40EgEMDHH3+MiRMnxu2Th+pkLbgRv7xxJS669GoUTzseTW29EAUBLqcVfq+LxR15mchEkphjiUXRLODWjr6E8Sh6vGR8fDNz2K1wO6zo4DLwectIcSf8zswkEYgqpFzKZpVxsLVHJ6eZyOjqxJi5TxnXlHlP+zQYiqCyNAd7G9uTxuSpGdtglFRNZonGTpIkSJJ+ZW/jdA/4c5s4Lh+f7zyY9DhGmdTE2yGhlPHg0MhXyskYq+CIUTL5cNnCmZXYc6CdXTs06z8YikASBbaSpRUqieRYSdti/SJqBfySFBN64vv4q8jjAvFzQpYkqKqicS1IomVUUQ5JDncsbRrtvmHMlbjwpHmYXFmAq+94FgKA3Cw/Pn/hNrR09qP66Jtiv9O8c6KgIqoQmNfZx8/G7b98IaHXMpFRr5KZOR1WNL3zAIKhMLLnXKv7zud2oH8ooOt/WRIhiiJkSb+yT2S8oBffp7IkmfJGqDnsFnRvfHDM5zhWoyv7zdsPz8p+RuX3K3udKYoCWZaRlpYGSZKQkZEBURQxPByL51qtVlx66aVYvXo1AGBgYACRSARr16413SePywUAh9OJaNdW/GbtxeSYqopIVGVKSgB54CWS/6SSmMb63+7Nj+LCk+fp3uLGFWfhs3/9gtV9m9UK52X50fH+I+jc9KiupnfxrKo4FjWtXW3b+AhsWmkdAEypLsLpx8zQ/XbnK3czXr/f42BSogBwzvGz0b35Uaw+ZT4EgUihvrVOk5HNz8DnL9yGqdVFOH7pFPjcpE1UXvbKc5bi3WfJtnarjCvOWhLXT4Eg6cusNC+a3iUXIpXsbXvvIbz69HVxq4INf7wx7lyNbQDiJVXN+pSOVaKxa3z7PvIA4vIn5kwZh9Unz4/juL/29I/j9muU6TTKpCZqUzIp44qSbKSneLSENmIXnDSXcROMHH3Kap8+MbZSLM5Lw5VnL2HyvTwTwSiZDJC4/YY/3oi//PJauBw25v2hnpfXn75Odz507lFvDQDcdvWJLGaflebFiUdMxe7X7kVxXjpU7biXnrE4oRzrpIp8nLR8KiaU58HrciArjcxTj8uGqRNLDkmGOplEr3FO0PklikBWuk8nnXsocrhjbZPZfYOfTz6D7OuH2xrYNc0z9LPSvPB7HEzaWFWBm350Bh66+3IA5N5F5WRnTC6FRZbgtFtNZZuddj03gCKel8yugt1mgcdlZ1LN1OtA7zn8NXrCEUR2l7/HnHHsTDS+fR+ChuuMSknz11lelj+uT9s3PszGh//t+JJsXHPeEdj/+p1QIyM6T8X3dmj2ra7sfT4fZFnGxo0bWendnDlz4PV60dwcy3YNh8M49dRTsXv3bpx88sl48MEHsXv3bqSnp8ft07iyv/y0OXjkt39GSk45+rVSpbqqQjQ0d41ZJc6srlSAHktJt0vRFNkSZefTlwOzr20WGcX56dixj5QMJlvFpfhcuvbbLDKcDqspYjMOTynES2EumV2F1zfG2NpFuWnY39wVh16lK1UzE0UBBdmp2N/cpZ2rgPq6MjgdNrz5/pc6b4bZuSbC2BrlP0eTJza2CUjAK5AIZpbP1BYEIeFqx7hfI7J0NNlU/rdjWZ2n+lzoHRjW6u5JDfhobTJmSfNtEoQY5tZstc97nESRiLXIYiwnxSJLWDBjPD7d3kiIjdw4JMrqN2JfE8kRA/HVBHHXneEYNovMSrPGguVlcqyCXjr3UORwze4Fie6g8b9Nvq0sEa+IRRahKCpkWYLNIuvofZnpRNe+V7v2BQB2E+VFytYwzgkqD10zPh+f7oj3YBXkpDKvjd0qIyPVi8bWWOXFGcfOxB//HS9Gw8tOG8/TiOFO1KdGJDH/e6/bjs7ufhTlpWPHi7eZd+LXMLay33GYVvbjv1/Z6w8uigxrKwgCamtrkZ2dDZcrRlQKh8OYP38+/vWvf2Hr1q1Ys2YNLrjgAtMHPaDH5QLAw//zW0juPPagB4CPvzyQ9EFv5XCrAJgICEC44+RGEv87VVVJohqPQxX0tejJXq1EUcCuhjZuh/HbZGlIWbP2U966Rda3PxyO6vGUPPNce/l4c9N2uJ02hmulteN8jEwUBd1bu9VwHEVR2YM+N8MHUQDe27Ibr27YFs8dNznXRO+dRpypYOiYZIVTqqqaYla1L3XjkQibasTYmrU3ERbW+KAHYi8eiSiQ1Lr7hti2xge93SbrMtD5/fKf49tIXnLMMrcVw7aRSJQ96AESk3/tvS8YoInuW5ZFNgJOjmRH2q1/+VQUFapJnwgAq8EH9Khg1ibt/2lMOsgnsJmMR7yp7DwPBeGbaO6VFqTr8g+M14OqqnqUseEBaNx2ygSSNxSOKPC47KgZnx/38Gvv7GMPeoA81CkW2W6L0QxpTobxxYTei5rbe01jy/RBn5nqgd/nwkHtQU/vO8/9ZzMAknjIG/8gMXZn3IulYaxonwqigDItD4Wax8Uhn/8fxMO/x+V+Q+b3+7Fv3z6sXLkSTz/9NI466ijs2bMHFgu56CORCE4++WQcOHAAN9xwA0pKSuBwOPDUU0/h4EHzuCpfegcAT953I0Y+eRz//X1MZYp3mUuSqJtAi2dV4fyV81hJllHCc+bkUsysKWPlczywZfGsKjS98wB+dP5yAGC/pWjL/OwU1NeVo3vzY3Fu/JsuORbN6x9EywbiBk/xOjGrtgzXX3QUUn0u5tLLzUo1lVS99MxF6N78GPweJ2bWlmKGVtYjgJS7UNcdLx0qSSKTLv3DPavR8OZ9OO8EAsZwOqyoKM5Gmt8d2zbdp0MFUzlTHq1L5TNzswhec+crBFsqa6ImAJHgNTvXRMjS81fOHVWemPZ/MolYl8PKoYBtmDu1grkXBUFAaUEmWrTyIZf20Eom0zkaFtYoO8rPgfzsFIbVzU73QRJFnHfiHC0pk5TfUUlSgMiQ0jIkUQB+fdv52P/mfayNZtK5vGQyQDwFnZsewca/364re6O/e/V3fAjDjykTinRY4boJRfB5HLj6XIIG/sPa1UzWmcorp/ncrI3PrL1IV9JH21RbVYgzVsxmZZ2iKCAn08+ki42oYNbn2lz77R3nx8lDG8cjkRyrmXQuhcEkQ+sa554oCigvzMKMybE2msn7Xnomkbzmf7t4VhUuOGle3Lb//J+r2GeX04aoomJ8STYLvTVveBg2qwUlhTH87JXnLMW2/9wOSRLx69vOR0FOGjJSPajQELUTtPCkKArIyYj1sdftYKqMgF4vAQDauwfQ0T3A+jRNw+aW5Kfj3BPm4LwT52DGZFJiabXIKNQgRsaxMpv/dKyMffr4LWcT5U3NFs+qwoG37kf7xoex5W83AdEwwpFDy3X63mL2rbrx7XY7UlJSYLVa0d7ejtzcXPT39zMKHi23M7PVq1fj17/+ddL9O+quwFO3n42zz7sIJdNPwMHWHgB6ZKMoCLrVC03cgkpWLKFQBILmCuNdeB6XHbNry/DGpu3MJUn329TWY+oKtsgSHHZSopPmd6Olo5e9Bad4nbBYZJ1CntGI+1HF0lkTsH7LLtZuSXO5RhUF0agaD1vRiHwMYap9X1qQgaFAEG2d/bDIEjJSPWjr6mdtt1lkpKW40dU7aIoKJg9vATarzNC6QAx96bBZSB4D5y60yBJsVhlOh42dK4/iTIYslUTxkBC+PBqVIogprhWgMJDYKsNmlbFk9gTsb+rE9r0tiCpEfc3psGIkFNGp7lFkLKBRs+KwsERMhiYv8gl6ToeViabQqgxFVQj4RlGZWh5fqsYnU2WleVFSkIHmth4caOnWVrqk/MtY1vbUXRfg/J/+jrXLopX48XMvJ8OHlo4+LmmK/J2/M1A4TZrfjb6BwKhJf1aLjPKiTAwOjbDyLeM4U3qg1SpD0kI4NKO/bzAAK4fwpf02MDQS16eCAA0jHOL6H3FoXWo8lpfOr2AoEh/W0cZR1soV+blHXdVUyZC2kXrO6NyLKkpc+CErzcu8Nvy2o2GdayoLsHt/O4ZHgqYeQpemcjl/eiXe+WA7Y3XQTQUtWTViCCuQF5dM5GT40NrZhx372uL2TfcjCMC5x8/Bs/9+X5eYqKgqm//Jxop+RxI69X1K7410PzxCfFxRJj7/ch/ycjOx5+U7Es67r2rUjf/hzpbD4safVpHzvRtfd3BRRCgUwquvvopAIIDnn38egUCAufGLi4sRjUaxaNEiPPTQQ1BVFUVFRUhLS0NeXp7pPrt6+vHeR9vx3kdEQ/mfr38MOX8uzjw2lijU2NqNiuJM/GT1UQhF9LWsQe2mfsvlx8HrshNil02vcnfc4jrYrDJe2bANCpc5SlGQP75gOXOx8u7fcCSKBTMqcf5J89DcHrvZyrKInv5h0we9LIlMhMTjskFVgVc3foHKUrLK83sciCoqQuEoq+E1xipn1ZZixmSudFBLuCrITmH10otnVqG5vVf3khIMR3DMwskJUcFRRcUtlx8XQ+taRDgdNkgSeVocv7QOW3c1AQBb1duspKa/gzvXSFTBTE0YJxGylJX1qKMjfI0Yz6fvXk3YBCp5EaHtM7q5Tz5yOvoGhrFzXxt7IaipLMRQIKTrF0VVsYhbgagAnHab7nu7zcKV3sXOJxIl5Wc/vuBI9tnptGLG5FKtdIrEaiVJIKVqk8i48cdPS3Hj/U/2MO+NzUrIgHRb3tZ/tIv9W5ZFrDxiim7uAWC8g3O0sj7yAkS+o3OPqvh53A6GenY5bFixuBYZqW7YNNf6cYtrtd+58cXuZkysiF2n/FjRB73TbsGEshwEgmF2rUQVBSPBMBZMr9T9dsbkUl2fyto4qip048Fjeemc4JUQ3U47nrxtFQA6vwTWx3y/0HE0m3vUdb6MK21UVRVrrjyetclqlQknwjAmbV39iESjcduaYp1HwhBAdBC6ewcxpF0PvLmcNlg0XQQVwMKZFeyYJx85TRsPDzmOHB9SPHr+JEysyMeGj/dgz4GOuDYAnGKjCvzhnwRdfv8Np8HlIGAjPixhNlbG78z6VBREXShqZ0MbaisL8PTdq8l1KulDRN+ECYfpv0Oxd955BytWrEBubi4EQcA//vEP3feqqmLNmjXIzc2Fw+HAwoULsW3btkM/t+8yLndoaAhlZWVoa4t/09y6dSuqq6vj/n7BFTfijxviH5onHVGHv736cdzfJVGEithbqd0qI6zddCdV5GPHvlYENWCMLIk458S5eOXdz9HU1mN6ThQzWlWWg+37WhHiYDOU1pUINSpJAqKa4lNelh9Nhwnvm5nqZXhUo/ErrLHsy1i6RrXWg6EIW21XlmajtaMfg8MjCUsMabIUQM5VVaHDshrNaiEaAYeC8KUYT4ssQ5IEcuPn0Kii5qmhn10OG0LhCMKRKPweB2PPOx1WBIOx83O7bBAgsPZXleVgV0MbO1eKfiWrFUPpnSzCYYsvibNbiRLjvoOd5LPNwlZOAyZJS0Bs7GgMm9/W7bIl1Cu3WmTNC2CelJYo2e6rmN1mYXkf/Fg5tVWo123H/jfvQ/78H7EVqyyJqCjJxsDQSKw8Vuu3wWFStsfLNxvHg8fyGueE0fg5kK55sei2dBxpSRk/94py09A3ENDNcb/XgaHhkA73q6pk/kSjKoIhTqRGJLFdMzRwMqyzJIrwuO3o7R+GzSojGlXY8ZMlAI7F6PWd6nOhKC8NB5oJkx+IJezS40iSBL/HgWAoguFAKO6a5MfKbP5TERzj9Ww0l8OqMSPIyj4l1Y+Wt+/96ieZwOjK/qPDtLKfeggr+//+97/YsGEDpkyZgpNOOgl///vfccIJJ7Dv77nnHtxxxx14+umnUVFRgdtvvx3vvPMOduzYkZAka2bfaVzup59+io6ODlitVlgsFmRmZsJut+PSSy81fdADwP/cfyva3r4TbW/ficbXfgFJFBDa9yIeuCHGU+aRpRCAfA6NevHpC1lJ1lvPXI/ywkyG/BxXnI27f3Qy3v/Lz9hKlQfG8JjRt565HuO43wLkofbh326BJIlYWj8BsiTB7bSh54PH8INTF+jif34v8W6su/civPXX21FWnA2HBijxuu3IzfQjjSud8rrt6PngMcyfXqGLxeVl+rF83kSWn1CQkwqPOxYrnaahfhOhLXm0Ky9YcYnWTzMmlSIYjsBht0AQCN737f+9kcl7UuMTwgRBYHX59Fw3/YXEUJPhcseK8DViPEnpXRT5WSlwu2w63OwsDWub4nPC5bThjT+Q3I4JZbms3b/6+XlYfcp89nl2bTnTlhdFAflZqZiurbIBcmOcNrGEld7R9tH2TqrI1+FCPS4bwlEFZYWZkCVJu8FFsXDGeEzSjrPu3ovYyo+ic/e8RvYRieq3pW0EgF/94jw2lnzMm2J6+XGmyNK0FDfDID9114WoHpfHchhm15QxCBN9AQPIC8L915/GYvQ0j2CKBnwxjtVFp8zXYYRL8tPZtRJVVPz0B8fgs3/9Iu63oiiivq6c9JOTjCU/HrT/jQhos/kEECCRWzvX+284XTdWRblpmDG51HTurbnqRORm+XX5Pv/51bVxuN/87BSctGwqxhXFEs/mTR+PjBRP3LZjwTrnZflZ0l8wFMHiWVWo0xL7Fh4xk1VR0D79/AWSuX7DD46GRZZQreV9AMBZK0j+zbp7L8JpK+pJmEeWYLNZccd1Z+C5R2M5BIW5sZj8VecsRcfGh7HtP7djeCSU8JpMNv/N+pSf4/TcD77zANreewj/eeIKqKH+MVXKfC37Fpb2Rx11FG6//XasXLky7jtVVfHQQw/hpptuwsqVKzFx4kT8/ve/x/DwMJ599tlDO7XvMi73oYcewrXXEqCDpPG5o9EoRFFEQUEBGhoa4vbJl961dvaj5qS7EW77GCU1i1nMnqJS6cThVx88ypKWAtE35owUN3504VF45A+vatmshFNPV2gUBSlJIipLc7BjXytCoQhzqxvLYEh2rIQNf7wRP3vk73j9vS/YWzqVp7XIElJ8bnR09+ljqIZzAGIrp8w0L/Y2mrvjAH1ZEr8CzEhxIxAMMzCH2THoqq+8KBMd3QO6sjxBAGZOKkVDcxfaukh7x2srNFVV0dLRBwEkfGOzyWx1lpeVglef+hEmHH2z7hj03+ByJew2i65Px4LL5bG24QjxRojayiqqKCgryMDB1h4tpEOOlaxfeJNEARZNyIfGly2yCBtdwdqtCHDwGIoc5nGhKshFTXMe6LYTynKwU/MYWC0yFCW2ijtzxSys/2gXDmirLeO2fo8D7d0DrJyOb1NGihudvUO6PuXHWdLmqTHma7PKEASBnSu9bngxGr7UbmZNKT7a2qBb+ZqNVU1lQdy1UlWWg56+IbRqYSYe1UznmqoS/kAoEkVLe68OFUzPdawIXBXqqGhjHstLsNghLe6ukiS6VC96+ofj9kuFgaj53A4W5+e3NcPNypKoi4cb539VWQ6+3NMSNy+J54Cv/ABT9kzkbaNjvbi+Gm+8F3MTy5KI0sIM7NRi+XabBT63g52rEVfM3+eK89Kxv6mTzSGfx4Gh4Rgul8cVl+Sno6N7gF1n1ePyMDA0wmL2n325F6kpKWh555tb2W/Z1XpYVvZTxmWjsbFRt7K32Wyw2WxJfkle5PmV/d69e1FWVoYtW7agrq6ObXf88cePSeadt29d4nbHjh3YuXMnAMRJ3J5zzjk47rjj4PF44PP5kJ+fD6fTicsuuwwvv/yy6T750rvx44k0pZxZg5VH1LJtRoJh2G2y7jP/76FAEFaLhBRtdU1X2R09g7jx/r+yN1FjaQ1FQS6dXY2Wjl6MBMNsRQToS6OmVBeSi0JVsfi8tXh1/TZdKRWVp83PTkG79uCk8rkAMHfqONSMj61mACI+MzgcZO42avV1Zfifn5/LgBQ2rnyOd/V29g7q3KPGfhIFIF3Lyt29vx25mSnsRgWQcqmd+9vQ2tnHRD4Otnajvasf165aBgDa/lTc9cOT2e9a2nvwyB9eY59VAOn+mFCLg0OujgTDzDMBjA2Xu2gGmQehcBQuzTtBE+HodsFwhJSCavkMifqFlmXSuHV2hi8uvhyOKAy/LBmwyO1dA7AbkKs0BEvdvhRo8sWeFoaBzUzz6B4Yz77wPpbOjsWpv9jTwrDIFJ8LAOefNDeuTR09g7pcBeM4RxUVVquMFYtrdO78YCiiO1d63axYMgUAeZD2caGBzZ/tHRVjm+YnMrUjwbBu2x17W7FCi//TfqPmdtpYn+ZrdeEOzuvEn+tYEbjJ0MZmWOTB4SDCEQWCNniqSubJzy5fodtveWFmXA5N32AAtVUFcW0ww81Gokoc5pmf//RBb+dyg0RRJCp53O8cNisiUQUVnGwtNUkU4NHykwBg/QfbIYoCjl1cx9qwk0vaGwmG0dk7wM7ViCvmj+t123Vevb6BACwWiZ17VFFjVRmCwCpOAIIQ52P2gmTT3U+/61ZQUMCeRT6fD3fdddch76O1lXBIsrKydH/Pyspi343VvtMxewB47rnn0NPTg+eeew6bN29mSnjbtm3DuHHj4vbJr+xD4QgKlt7yldtXVpCBPUlWyImMXznTt1xRIBdUX4I4KUBW5hGttMQqSwglgHGIogCXwxaHXPV7nLBYJFYHDZC38IxUD9o6+xnKUsDY8L+jmRGWkcwe/dlZuPK2/2XnyANUZkwqwZYv9jOxHlGMZZ5TvOlY2psIWapwcXral163na3EHTYLoqqKUChCtj+ErqFZ57r4MoeFNTMeKmKEtBxuoyI3o7WJN4ooVlWyuh3iXgBzMnyQZSlh3slYjR+rRDK1YzWv24FgKMz2MRb8tRGBq6hqQrTxWJHDoigw4R8e1ZyX5cf+pi7dQz8j1YPe/mFdGyRJisPNUonbr+u+zkrzoi1JpY/RBIH0K++5M35v9Fgcyr5pfsJopovZb29AXk7GN5qNv2V3Kzxfc2U/MNCPKeWHZ2X/3nvvYc6cOWhubkZOTiw8e9FFF6GxsREvvfTSmNv1nY7ZA8C0adNw0003Yfr06Vi/fj2ysrIQjUaxfv16033yuFza0dH+/dj/+p2s1twMI0mRkxSNmpflx4fP3wq/x8HqbgGSWLbxTzexbc1QkC0bHmQI05wMEn8rzk9ncezSggysWjkXFcVZOFOLm2WkuhmKFiB1tQC5gfzhnot0uFa71YJJFflo1VCc1B675Sw8/5sb4HHH8KaRSBSBkRDys/0IBEOwWy3IzojFBPOzUlj7+XM39lNJPsHnXqbVDQMkB+Ga845g2+Zm+rHxzzezdtP/f2btRTj7OJLp/fRdF+LCU+brBD6aO/pwtlbf73M74XXZ2X5FEbr2UuTnoeByW3XbknM7afk0lrU/EgwjEonivBPr0bLhoYT94nHZiMQx7xKNROPiyxQLO7W6COefZOAG2K246pylOlxoIiwvj63t+eAxHbYWMEcOs/wKbQX02zvOZ22isdNk4wyQl6NLTl+Ic0+oh8dFpEzpsa86dyk7V76+v25CoYZpLT7ksYpEFR3ul6KBeRlqui9jn4qiALfThkvPWKTr/9Hw13z/Z6V7k6KNjVjk1g0Pslh9platsHhWFS46ZQGrkOBxuVv+viYOgPSPx6+MQ8YacbNlBRk4fukUXHjSPF0/XH3uUuaxkcR4tDFF6/KWnZcBu82CSZWFWMYJGQHAwhnj8eV/72R9KgjAH+65CO+su4F95vN1Fs+qwg9OXcjOlZ+ndD4B5D533olzMK44CxefFhufs4+bzfC4/Nz7w9rVOs/D4llVupg91G++xv5whuz555DX6x31QW9m2dmkP4yr+Pb29rjV/qjn9l2O2QPA6aefDovFgmeeeYZtM27cOKxevRrXX3993D7NYvaqqsLrdmBgaAR2q4WtbvkTN0Nm0tpmfqXucsTqeQVBgF3TXqZmxLPS3x45byJefncrVMRW+5IkID2FrLoFzUXOr8qp0bdyXSxbECBJAvME0GNBiCepeVx2DI+EdDFZfqVshhalbaQrYbr6MiJNLbIEWZYQGAnpVqk8etVmlWGzyugfHMGyudV4dcMXutr2YCiiy85Ptl8gHp87Gi7XiLU1w/KKgoDMNC+6+wZZJrQZ1rY0PwN7D3bo2rRo5nhs3dWsG7tkmdFx+F8kx8BSwZWIASgS1w+8x0DbJ1+fb3Y+dDVr7GOrRTaVWD1p+VRs2LIbrVq5Hl3Nul129A8GdPkvpm1MMFaCtq+oorK4v7G9fJY9b5IoINXv1vX/Ic0JbVu+31m7DP0iikJcRQdZyYOJ//DbHsrYGVHNc6aMw8aPd8OqcSyoGcdGFEh2vyiQ7P4LTpqLC06ax3Tlt+9txX2/ewlvvP8lTjtuDvY2tKK5rQudPYNw2KwoL8zAvqZOXagkK82LQDDM7on8WAgCoR0a6ZoCoDEjyHaJMMR+rxPDgSBsVgvBF9P7oeG+BMSqdpbMqsRr7237xnG5H+85PCv7urLsr1Rnb1zZq6qK3NxcXHvttfjJT34CAAiFQsjMzMQ999yDiy++eMz7/k5L3CqKgueeew7r1q3TLhry3+7du/Hxxx+b7s8sZq8OtbH6Uq/HjkkV+YbscHMMI8Vf8jcN3qWpqmrcQ8OIZ6W/fUl70APkxubSynFonbuqwvRBD5C63NxMP/K4qgGCM9Ufm0/k4W0kGNIliBovKLObIl3B0t+FwlGccMQU3bnRDGcah+Vviny/BEMR5jJ/Zf023XbU9Wrk7ZOSOZrpzSc1CtqDVNVtm8jMMLZm2yuqitbOPl3JEz1Xni7W0zcYd8w3N+2IGztVJQ8hh02P2TVtv/b/CTGwihI31gAwHAjGnRtVjqR/5R8eZtjgRH1s9qAHgL+9/BF70APkxZLMHzV24pwlwggbTUVsXtIEP+NcJr8VWJupRRU1rv+TuZcTtcn4oDdtr6p/MaPHUdV4LCy5F4x97BTDvWTDll1QVBVhQ7uMY6Ooqm6cm9t7ceev/o3F592Lxefdi3c/3Il1916EcUWZePbv7yIcDmPlEVNRmJMKp8OCg229aO8a0InMtHX16x7U/FioKuLaRMfG7bKxeyn9PZ9PQfdFTl3lfmseWqTnumt/G6Ld2+NQ5v8XbHBwEJ988glTgN23bx8++eQTHDhwAIIg4JprrsGdd96Jv//979i6dStWrVoFp9OJM88885CO860+7CsrKzEyMoKmpiaEw2H2/7Ssbt++fQCIa/6aa67Bfffdh9RU8ra6bNky033yuNyO1kZIooBIxxZseZ64lx+44XTMri3DDA7FOb4kGztfJskTPF6zef2DsFpkiKKAfz9JqgJuuuRY9rtE2Esez5qX5ccuDRlbpJWvPHX3hVi5fDoAYMnsCQAIfY9H+PKJKM+svQgrFtUiP5ucO8WO8u5RgJSuvPv8HfC4HMjQwgCyVlLEY1O9brvBteqPO/fGt++Hz+1EtvadqsW0U3wx3YI/PXgp2jc+jP1v3sf6CYiFKYCYG5/iO8sKMlBZmoNZtWX47V0Xsn0ZX5qiioK9r62F3xNrAwAsmlmJva+tTYpGNcOd8p8TYXmNLmeKvH36rgvZto/ecjZWnTRPN3/yMv2mioWdmx5F4zsP6o5TV1UY136K8E2Ege3aTNz4vE754llVaHvv4bj90DCEmRKcGUJ2/5v3mfYxDR00b3iYJS0CJAnUOE/zsvwoziNaFUfMiZXE8qjjsYyV3hUs68o36b46Nz2Clg0Pj6oYaZzTyeaEWZv4c6NGUa9tBvwytaPmT467FxzK2LUarv0y7Tq68OT5un4wzlPab+doobCX3t2KhTMn4PbbLsKeA+0YttgwHAjhpitOxGnHzsJrT/0YL6/fipsuWYHP/nUbK+E9bglJyKMI7mvOO4J9XsaN6+JZVVh9yoK4c+3c9Aj2v3kfU638w9rV8HucuO2aWElZiteJE4+YgvaND6OiOBtWi8z6/w9rV2Ocdp8QBHLfa9Xm882XHAOoEWSkxIcoDqd9G2z8Dz/8EHV1dSzb/oc//CHq6upwyy0k3+wnP/kJrrnmGlx22WWYNm0ampqa8MorrxxSjT3wLbvxa2pq8MUXX8Dn82FgYAA+nw9dXV2YMWMGNm7ciD179qC8vBw2mw2KoiAnJweqqmJwcBDLly/HH//4x1GPUX/m3fjwg00oKp+Ig609KM5LQ+/AMKJRlbmNs9K9sFpkNLZ06xJ60vwUFUtK7ELhqC5pj2RaqzqXvaAth1VtxSMKAuqnjMP6j3YyvWleEY2KcridNqT63QThq6FdE7ohDbhWuj+KvOVRqABJquruG9Lhci0WggslqE4hDi1aU1mA7XuaEYmqDCZjt1ng9zrZyi7N78LgcBBup531E+2LI+dNxEvvbk04LjqFNUNCI10VT5tYjA+2Nuj6OM3vhkUWWUkWj0ZNhDs1YkhFUcA5x9XjmX++x45rtUi61RlZnZCLNsXrRCgcxeBwLKHPwpXaed12+L0utLT3jpp0VJybBgWI29ZmkRHVVuYWmUBV+HE2KoIV56VBUYG2zj6mJZ+d4cN5J87BnU/8B4JAHsz0MxAL3/D9tO7ei3DRzU8jFI6ycaaJl+vuvQjN7b244b6/sn5y2q1IT/WgrbOPw53GVmW8K5aiaBVFjeuXiuIs7N7fzvZLkbGyTEArxpCU3+PAwHAQiqJAgB6GlGxOJEMoJ5v/Ti0xLw7NrKFezfDLkjZ3jdft0voJeH3jF0mBN5Io6rC8dB+pPhf6BgNs5c7jo2PtF8FjqgEyn0VtX5PH5+OXt56Ds2/8PZqbOwBVgaICFq2sL1FyZCyUR2JSdO8VxVnYd7DTFPfrsBHXvApCF3z9vS+RmeZhlEabRYYsSwiGwnFllNnpXnT1DiEcicJmkVGplV8eaOlGYU4qGhoacPUFK7D2x6eYtvfrGHXjf7q37bC48WtKs77H5fLW0NAAr9eL9957D8FgEK+++iocDgf2798PgJQuyLKMm2++GaFQCJs3b0ZLSwvmzJmDAwcOmO6TcvXpf5PKsyG6cjFjUjEA4iLs7Q/o4sNtnf0o1oQcKF7TapHRrblsXQ4baioL4bBZdNn5UUNZDMVrVpfnwa+5xJwOCz7bQRIOjXXaqqqyMqvB4SArM3Ha45G3ALBgZiU7ztxpFbrjAsCsmtI4FCoAVI/LxaVnLGSfbVYZD/70DK0NsXIyeu6pPlIOFQxH48reFk4fzz73DgQwfVIJ6ydeXIU+6BdrGFOjyNrKZdPYvyeOj0E3FEVFbqYP6Slu7D7QjmhU0QE7unsHsWBGrMyNR6Mmwp0aMaSKojLkJ7VQOKpDqqoqiRdeu+oI9PQPYUh70FssEgLBME7WPDMA0D84gtrKgrjjZKZ5cPSCybpzb2juMt22dkIhccFzLxyKquKYhbUAyPyQuB01NHVhanURG8eooqJvMIDf/OVd1v7BoSD7DMC0n+5+8kUEgmEWkgFix3/67xtww31/1bVzeCTE5inFnfIKaPwDh6KOzTCwOxvaoEJFmjb/VZUgY+n5KNoLMLXegQCgqrjgpHnIy0rRudK7ksyJRAjl0eZ/IjQzRb06bebnfsLSWC00tbc2bWcJndRWLKrBXT88iX2mWGeH4drv7hvSuehpn/Lth0l+SHa6D4CKPz1wMdJTPFhy3r1oaGhG0aQqnHL0TAgCEAiGsUi7pwgATj9mJgBSuw/Ewph2m6zr750NbVBUJQ73e8XZS0hbtO1e3bANKlSccmTsWgmGI5g8Po9BqgCwEue2rn7UaRAmWRbx6fZGhltWVBWC1YPl9bFx/t4Ozb7VlX1KSgpSUlKYux4AysrKIAgCdu0iTO+ZM2eit7cXQ0NDaGtrg6IoqK6uxsSJE00JQmvWrMHPf/5z9tk67mSoahSFZRPQ1NarW1HyRv8+Gl6TLzdLT3Gjp3+YXYw8XrOqjEB1+CSWZCYI5GFJBTlCHH42J8OP9q5+qNobuQDAb9CzN56LzSrr8guoUTEdWvrCJxzx5z6Wcqix6rKbWZrfha5e0v7zTpyD3/+dPHxzM/3o7BlAKBxFcW4aGgzMAECfJMknbSXCnVL99mQYUqNRBK4oikj1uRgkiFp2ho95OKwWmYkBjeU4LocVoXBUt60sichM86K9q5/Nz3nTxqGhqSthmRsBu5BjWmQR4QgR04kqCvxeB3r7A+yz1SojGonG9RP9XTLj5wI9Vx53aibjyxu9Zvh+sVtlSFKsrM+IjDUzWgVhdv0mmhOJEMqjzX+n3WqKZqaoV0kSEArFvCEMH6159EabA6k+FwaGRnS4XIssH3KfJroGKas+xefCOcfPxv2/e5mBujwuO+ZNq8Du/W2QRAFf7m3FuOIsZKf78O6HO+P2VZSbhr7BAHq1XAq7VYbX40BP37Cu/YnGhk9WTYSLTmR0rhXmpKBh/35cff43u7L/7DCt7Cd/v7LX22gStwApX9i5cydOP/105OTkoKysDJ9//jkmTZpkuk9dzL6zCxZPNqIdn+DdddcBIG+IS+onYFZtGXa+GsNV0pIhitf0aFhVt5MknFCZ14XaCkIUBTz40zOwmounUbwmxeXSJLf/vY9kTJ61YhaevusC9nveVJVoUDe8sRYhDSMJAAumV2D9n2/B2SfMQV11McuyfvHJa9hvdSjUOy9ARUk200p3O23ISvPq8KAel12H6qRADP7cI1El7tzzs1NYctTV5y7FRVrcTpJEFHIYXtqm+rpyJgXMo1FPOXIadmt9L4oCWjQmvigKuOfHp+D8lfNQX1eOvz12BdsXEIvjHXwnln9QlJuG6ZOI1OaDPz3DFHdKMaTZSTCkhTmpuvKo7t4hQBAwviQb+dkpuv0um1ONrf++nX2uKsthJVr8cWwWGQ5tDvi0fVMEqHHbp+++EEfOnwyb1YLKUlJuc9T8yazMzYgSBYCXfvNDth+rRvFrXk/6JhyOIifDh4Y3Ca/C67Kb9lNUUXFEfTUrc+Pjs6Io4Pf3rGayx/y50jIx3vND+5QClSia1qz/Lz59Ic4+rh4zJpFtjchY43jUVBZgdm05Ot5/JG4+3fnDk+LmRCJcLj3OaPOfolzdBgwsPfeQwetF8dEza0rjztU4djS/JT+bJNz6PQ6GdQ5y136yPtWjdsm96vf3rGb98ts7z8e5J85BaUEGgx4du3QqjrnyfOROrsabW/YiqqjY09gBUSDezXNPqGf3ifLCDDYnbrvmRJzKrc4vPn0hdrx0Vxzut+P9R9DzwWMxKWZRwITyHJxzfGz+0D7kx9njsuE3d6yC1SLjlOXE40dhXa89Te7bN158NJS+ffhw6358o3Y4a+++Y/adlrgFgIkTJ2LcuHH44IMP0NTUhIqKCkQiEZx55pm47bb4Eoyx4HIpWpQiGy2yxDLrjXhNQP9mSkvPstO8KC7IwJd7mhl4guI16QojGiXylqla7L96XB66+4bQ0t6LFK8TvQPDbL8WWYSikpULRVAmWxkU5qQy6dBkeFZekAOIxRV5XKgKElIwP3dBiyFHIIsCVA0xy2OFAcQhMykaVRAE2GwWDA2PsDZMqS5CZ/eATp41FCblYlROFio0sZQgXE4bkXnVSqxEUWBVDDaLBJsWJ0yEO2UxVg5WQhGx0LwYI6EwA6IA5GZjt1sYZIWfA1npXgja/ALIqpJK4JYWZOBAcxcDBEFL16H7LcxJBQQhlpuhtYneHwRaBmaVUTehiMnYmhmVD6WreNpGCi7yuIinKBQmsV1axmTsJ7fLBlEQ0D84okPt0mPwkBeKrVVVsNUnfQElxwsz6lsyDGys/0ms2Wxbfjz4sSQSvX2EqiYAVWW5OindQ8XlJpr/xjlN4/sLZlTijfe/ZH9T1Rhme2g4CKshTyAzzYuO7gG2X8re6Oge0OWt8PkB1IxY6mTtLy/UttWy4Atz0tDc3oOopu44f1oFjpw/ScckAIj7fMoJa/DU2h9g2+4mvPrOZzjQ0o2unkH4vA4snlmJ7r4hvLx+Gxs7HpfLjx3FhFOPpkUWIUkS+8wjxQWAXOuaFeelo3dgCL39Ae0cRaT53Gjr6kdhTir2fv4uxtctwNZ/rcHhNray33eYVvYl36/s9QcfReIWAObOnYuDBw9i9uzZmDJlCp544gm0t7dj+fLlpvscCy6XokWPX0r+Fo5EYdFwkxSvaeGyZ3nQRpUmMuP1OPH+J3vYhUv2Q2J6fo+DYXStnBLZtl1NmKlJzfb0kwc9FdIJRxTYrRbc/WOCkeUf9DZtJaATm+BWNjwelCa4UVMUVVf6EtU+86hOuxaXNDt3r9uOuVMJqTCiEGY83XYoEEKa383aa0Sj0jgej4x12K3Ysm0/arT2UnlWQC8nW1dVgOFAEFFFxbELa7S2ONDRPYDpWv4FAATDRDY4Ge6U5UEYsKNUypgiSilGmCYMThpfAJvVor0MxvpUFAScpUGCAFKOSaEjkUg0dgPXXrQUVcXVGi74QEu3PjeDK+/zehzswVJbVYj3P9mDem11RaVmeZtZQ1Z7NFGQyq7SUq950ypw93XE5amqMMiOcrH1oSCOXUSBXOmPAACKEklEQVT6ONUXQ+3SdvH9RnG//Krbr8XdB4ZGMHViMdK1OaGoKux2cwws7f9rtH4xQ8byWGc6ljF5aLKvdL8HX+xuRkVJlm7bQ8HlGuc/3dY4p1UVcDpt+HznQfY3ik2m10NGqodIY3PzRUCsYgYgksJ1E4rwyM1nsb/JsoRyTiyH2u797chK8zLIVtL2h8LoGwxAFAT4PA4caOmCKIpsrN75cCfqqgrRcLAT44/8KcYf+VNMPXENbn34HxgeCeHMa3+JDR/uwPa9LSjIScEv15yNlUdMxfOvbMEr62OsfCMul7bpyHkTGSacHwveXU/vC0/fvZrNV5tVxpHzJ2F/cyd70ANANKIw1b3sdC+ktMoxh0W/qn0b2fj/r+w7j8ttbGzEggULWFxfEATcc889uO6660z3eSi43HlTK/DuRzt1IBxj9u5oxucAjIYkTfW54HRYcbC1h2nTe90OJu1KE7ASoWElrcSlbyCAqKJgSFtV88elMVpqBTkpaO8aYDFXikKlGdK07vurnLsRBjNa//BGJU5pSRKtp3U6YsjSRN4NHitckJ0KCITBnwh3SvMg+JW9UaKXxwjT6guazTwWo7FTq0WG22lLKBtszM3g22S00oIMhCPRhDF7p92C4ZFDu/kJABwOfT8dqiXL1TAilC2yxASjRsz6X4txmyFj6XgAo19b/Jw4VFzuV53/RqPXQ01lAbbvbUma82K3yohyVQp8VYDR+AqHZO2n5nLaAM1Tqagqfnv7Kpx7/W/hdFjxv/f9AGl+N+afdbdpuxbMGI+O7gF8sbsZAAk50Jcvvu9JsYSgGztVha5KIplRxcQRTfbXDHRlZg67Bd0bHxzDEQ7N6Mp+6752eL7manygvx8TSzK/X9nzNhouV1VVtrKXZRnPPvss6uvrcf311+OFF14w3WcyXK6xNvWvj14GgEy0bK22meI1zVCipQUZrOaY1o+XFcbexiles3vzo1h9ynyihJXmxbvP3ggAGFeUhY+evxUAMH1SqZbJG7uZZWf40Lz+QV0br7/oKBb3VRUVB1u7kZnqxnGLauOOO7W6COeeWM8yj0sLMtA/OIJLTo+57RRFxaVnLNKjOg3nbsS1muFOF8+qgs8E7WrsYxpjtWmeE9pvTVqMlcqz0u/q68rhsFtRW1WAqKIyHCsQi31OnxSTkx1XnIUP/3ZLUtwpibHGMKT0XHmJXrsthhFWFBULZ1SiprIAG/54I045chpStVpkq0VGWUEG3n32p7o5ceXZS9n50OPwssEULepx2U3bdET9BGRn+HDqUTPYb39+5QksZn9E/QQ47FZUV+RDkkRMqS7CgbdJH95x7Ukoyk3DWSti3obaygI8s3Y13nqGUCaddismj8+HKMX3U35Wil7KmKvzPv+kubp4M8X98mjU3Ew/i9PmZvp1SOXTjp4Rh4HV9b8BL8tvy2OSKQJXEEgpJJF59kGSRCybU81i//y29Dij4XJHm//Gc6XXs90q6zDbPg1B/NYz18Nhi3nTrj53Kdo2PoJGLq/g9d//hLUBINUCnZseZcfhPYYFOansOGbtz8nwYWp1EUoLMmCzSPC67BgKhBAMRXDmsTOxfB7Jb0r1utDU1ouygkx8+eId+PRfP8ez9/8APR88Bm/ZeBTlZWDB9PHYfaAdRy+qxZev3od1D16OvoEA5kyN6ZAYcbm0TS0bHoTIzR+6rRlSnB/nHO58RFFAbVWB7rf1deXY//qdUCMjOvDP93Zo9p3G5X722WeoqanB448/jssuIw/maDQKl8uF8vJybN0aX8dtistVFKT63egbDMSQjwAqSrKxYx9hDpsiYykKEzH1NR4VW1GchV0Nbbo3WeolULW0eVGI1dILAgkJ0KxWoxnRnIIgIMXnhKoiLvPe743fzxnHzsSf/rMp5jK3EXyn30PyA/jfjhU3O5Z+4s/dDE0riALCfFjCShLXaPvLizKxe3+77nu6KirKScXBtl5EFQU5GT447TY0NHXEVjoAPBqW0+jVMLbJ6Ikweg50cfk0Lzp7BiGIxC1O20Sz11N9LnT3DbF9UIYCoF+Jed12hMLROLSoWZv8XgeCoQibYxaLBIskYXgkBEEALBYZIW61SGvva6sK8MXuZqSneJiXiLbrkZvPxFW3P8uOqyjmWFizNtH+MBM84lfPKT4nREFkLlfe+Lk2Wv8b2yCK5itdanRMqstzsX1fq65E7avgchNtS6pbNLQrFyMHzJGwfg8RkFEN+7DbrGxbWinCx+xlOXYc471AliVEmBcgHuELxBMHAVL10ts/zPrRZpGRoeVdBMMRXZ9Joojlc6uxfnsb+tvbdftZNKMSb27eHtuWwzAb+3Qs48y3l/cUFeakoqm9l+2bzr3/V7jcbYdpZV/9/co+3rZs2YK8vDw4HA7U1NRg7969TOJ2cJDcPG688UY4HA4sXLgQ27dvhyiK6O42d22axezJ7NNfCIIA7GqIyTaaOZ8o+pHiHwMjYdTXxchpOw0PekDDh2qlPDSJiV6Yqoqk6lU8srS0IB2iQLLCzUrszF4YnvvPZl3dMN2b8dzGijAFxtZPyfarqoiLYQVDEV37+Qc9/Z7a/pZu9gBv6ejDnsZ23QNABTA8Qh6yZuVKihKPkKVmDBHw3dDW1U9K2DxOjW1OtqVhB3osSRSJileCWvP+wRGMBMO6PAgzrC1A4pn8y2Q4HMWwhhFWVege9EAseW3PgQ4oiorrVh/FvjNziSbDwpr1E+0PsxIpWp4pigJ6+obZg94oQZroXAGz/o/NHxWjKzPSebJtd3PcdfVVcLk8Fjn2Je0Hle13tGunl3vQA6RvQ+EobBzHobd/WDdGKswRsux7bm4LJtczn+TJW1fvkK4fw5EIDrb26LQyjltci/Hl+VBUBXsPdqC/vR2SKLB8BAC6Bz0Qfx871HHW4Xe5fx9o6dbtm869/1e4XHq//7r/fRftW33YZ2VlIRwOo7m5GeFwGJ999hlGRkZw4oknAgDeeustAAT8f++998LlcmHatGkIBALw+/2m+zTicgFAGWjEJ//4GVrWP8hwlDmZRJ0OIG7BmZM5hTMOJcojY10OG049eiY7lhmmk3f7iSKht234E0H1Oh1WrFo5R3ccHs1JsZGiKKC8MAvTJpUwGMeR8ydj2qSY22xyZUEcWrckPx2rVs7FqhMJqjY30w+fx8E+0zaMBWE61n4aDU3buekRNK9/UKeo9czai9DzwWPY9h9SvpaR6tErzB0iRvXSMxZBkkQ8s/YiHUaVYoV5hKwZRpVHo9KxTPE6UV9XjqLcNJx34lx4XOTGl5Xu0/Xpr247D+VFWbryNIJDfUh3HIr5TIS1nVpdpEP48sjSng8eg9/rxBStPPQHZyxG56ZH0fDmfawPzj6+HuccX89+S0u/aFJnfnZK0rEjao36NtGySSOaFgB+f8+F2PXK3ZAlCYJAKHY3X7YCpx0zS+eCPvu42aP2f6L5Ex9C8uvGmccKG/HRh4rLNWKRaZ/Nqi1jaNexXM+x8F9snv5h7Wr4PA5dfsW/f3VNXHt1xxFi/V1RnIXLzlocd5+gbaRKcWavN5IkovndB3S/5a87ADj1qOm49uozYbHZcEDjWpx05Exs+vtt+PTFWGzfpz387VYZDpslrk8PZZx1yGEjklgrh+Wv5/9XuNz/y7V339rDPhAIoLGxEVarFWlpaZAkCRkZGRAEAQcOHICqqnj00UdxwQUXwG6348orr8SLL76IkZERZGVlobi42HS/ZjF7alaLjNrKApag9tx/PyRtGQnpMrz1YxUTtgmGwpg+0fy4vAVDYWz5Yj8URUVGigflhYQbnup14YPPGnTHEQSwNlEryk3Hps/2oraqkK0gt+48iEmaLKyiqOjtG4LVIqOG++2+pk4smVWFtz/YAQBoaOrEzMml+ODzfWzfqV4XNn8W+0zPMVGbRu+nQ4sCZaZ68fr7XyIUUdDdR1b3A4OBUfcbCkfwyfZGyLKoG55Urwsfbd2P2soCvLHpS91vunuHMEOrfvgq5zq1ugifbG/EkllVbE4Y+1QUBCyaUYnNnxv7lLNR+klV1bjjlOSlw+dxYOMne/DHFz/AcCCIPfuJh2X25GLd79u7BrBkVhVL8KS/pfumffF1x87Y5uvW/hnhSAR+jwtdvYP4fMdBvPjWp3ju4cvYdnsa242//MptoGP1+vtfAogJxwwMBkYd52THoftNNH8O5XqmY8nP02f+8R7C4SjKuGx7s9gzf5z0lFj1xaKZVWyOG70s3b1DWDK7CsV5aTjhiKk674TXbcc7624gOTDab1UVuuuO2pGTs2GXRabal1qYhfcOdGLTwRjUqrgg3dDiZGOXvP/5e7HxfGbVlsaNh6KqED0FmDaxKMkxv7dk9q3F7AcGBuD1enHllVfikUceYX8vLCxEZ2cntm7dirKyMmzZsgV1dXXo6+tDKBTC6tWrsWHDBpx22ml4/PHH4/abLGY/FAjCIkumZLlEsbfegdjfRFGAJIks/iwA8BnlSrl4mqBlzUqikFQ21Si7y+cGJIonGmOJ1CjTO8Z8lxHR+OTU4nIDoL8ULbKE0oIMFqcfq6X53Zg2sYjV4wLAL64+EZ9uP4B/vvaxjoV986Ur8Lu/rUdTWw+AxHKYdHuLTDKlE8Vyl8yuwusbv4z77VjyE3j6Gm+0TcYYd16WH60dfYgq6qh5BGY2FolVIwuf/yzLIlK8LkSjCsv6z8vyYzgQQk//sC5/YJyWV8Kfj5mZxYElSYQsibrQQrIKDKtFhs/jQG//MDs3WWNYJAtfJeyXBDkgZiEKq0VGSX7618otMduv22XHIDcOY6VGGuepJApaCIB8zxP06H4pV8D4W6MMtFkb+PPlx9LltCEcjkCSiFw0/9vMNA/auwZgkSX4vU509gzoKlkmVBXBaZHx/seEZsrrgsT1qaDdG79KHoThfIwyyQAws6YE72/ZiY/+eiOqKw7/A5/G7L/c33FYYvZVRRnfx+ypeTweSJKEZ555hkncjhs3Do2NjYhEImhtJRfttddei/T0dPj9fjQ1NcFut6OrqwvHH3+86X6TxexVFRC01Y/R0WL2zmMsnVEUVZdopgIYHg4aHpx8PI/EtkaTTTXK7gZGwphdS1yuyWOPtBUxGx4J6X4TCkcSSIVyn7X/p/HocCTKbpp8/MnIt+fjZ4IgoKdvkD3oXU4SWljz6D/wt5c/0scnVeDOJ/7NHvTG4xhNABi3IFEs981N2+F22ljWP22TIGDUGOtoc8IY425q62VtGC2PwMzGIrHabyhz4j/Pm1aBju4BXXlfU1svk4blNRjog572RSIzxoGhkjyFgKG0L9ljLhSOoKN7QLdaU6KKaZ8DiIu/jiZHnEieWBQF+Dz2r5lbYjIvBH19PKBPgivMSdVdE/z5GOdpVIk96AFyncZJ3CbIV4jdh+Lj+SzZTSVCWMvnTWLhDQAY0UosKfmSZ/R3a7jqdL9bK0ONtU+WRHy+bR970Ps8DhxMcr0eSh5QDPJlnp8QiUTj5KE/3LofoX0vokCjDn5T9n/Xif8tx+yzs7PR19eHpqYmhEIhdHURlxEP1fF6vTj//PMBAG+++SZefPFFZGZmjlniFojF7Ns3PozxxdmktCXTj4a3SLmHLImmsbcJ5bms3KZ5w8OYP72Cxa2oPf/4lWgyxMSomUnRmsUHjbK7LoeNvQys/clp2PbKvfjgn3ew/WamerBk9gS0b3wY4zSZSGoVxVmoKM7ClecsiWtDQtlOitrVJFbzsvyQRFIKOLOmjPWT3aYvqTl/5Tz2W4dNhiCK+PPDlwIA0nwktvaHe1aj4c37WL9VlmajsjQHEAQ8dBPRYy7ITo2TGKZ4U9qnNMZqdj78cfjY+VjkcPOy/GOeE4eaR5Dot6NJrPJln7mZfjStfxhul50Jk+xv6sKqlXOZHKhRkpTHs1L4Sl1VYVwfm+WLsDlRW4YpE4pMpYDpMXo+eEyXxHXsohpccPJ8FrMXRQHjS7N1uTJm8ydRvySSJ64szYEgCMhM9TA07VkrZn+t3BKj7LEoCsjJ8GPViXPYZ74MFAAqS3MwgzuO8XzoHKESt/TFQJZErL3ulLg2jCY7bZSE5XMz0vwunLhsGrIz/MjPSmVt9HmcOhlqPol1viZqde/1p2LJnIkAwPDAEyeXIZ1D/vYNBHSLHz4RWJZE5GaNLhvMn5uZxC1A5tcVZy+Jk4eORhVAHZuuxfdmbt+aGz8QCMDj8eCYY47Bli1b0NHRgby8PDQ1NSEvLw+vvvoqysrKcN111+GZZ55Ba2srsrOz4fV6MWPGDDzzzDOjHiMUjsA34xpE+/fj4Af/i1/9ZQOT/wQE2K0yAsEwZEnUACeROLAGL7VZVZaLzp4BdHCEMSrzGpP7NJfE5OUoo4oCi1ZKo4LU4T77700YCYaZS566sqhsbSSqoL2rnx3X67Yzcho1QQBSfW5NwjdW0uN22TQZ1MRtHBgaiYPS2G0WWC0SAiPhuJIaXubSZpVZeZjVIjPvh6ISQI0A7niyhGgkCofDilAoikg0qnP58dKnPJCHloGZyYzy8r5tXf3s3AuyUyFo7P3RJFZljfJHpU/5OZFIOpffllZeADEZ0mS/hQDdGCmqiuK8NBxo7tYhe+ncAwhmtaWjL64kjoJ8hgJBrTxQQiRK4rMFOalobOlGcW4aOnoGdOEKiyyiojgbu/a3ISPVg6a2Xl1fk3+TD3TcacgJIC8Qn2xvZCuzjBQ3uvuGiJCTNgdkSWTzjV8Ve1x2+L1OnLCkDo+ue531i4pYpjaVfTVK0QKxcEJuhg/9QyMIhiKx0IEkwmm3ot8EqmNmtFQy1edCT/+Q9iDT9ynFOtttFt11R/vKapFI27h5QN3T6SludPboyxJ52Wl6XzA7VyYzi9i1R49p0x7ekaiCiuJshMJhHGzrgarE2mCRJYiiYCpDTf/NX2d2DXZks1qgQsWwSXgLIJ5JSQBCJiJKfBhiNInhRNcOAA2L3Mt+G9r/GnoaNn8jrnHqxt9x4PC48ccXfu/GZxaJRBCNRnHVVVehsbERIyMj+PDDDxGJRCDLMkpKSpCdnY309HRs3LgRAPCvf/0LbW1tmDt3bsL98hK3DY1a/M6dj/t+9woefPoVAORCSfO7cMIRdaQtUYW563iJW4BKbZK33S/3NMddtL0Dw7jv+tOSSmLq5DStMlYsqSHJMtp2z724GR3dA0wvXQBYzGr6xGK0dPTGld8dOXci+zddMagqkfv0OO3wcXjQ/OxUnXymWRtn15VjOKCnqo0Ew1ixqA7zpxM5Xf5+SWUuH7zpDOZKtFtlPPGLVRDE2MM7xesChNgv6QvOWcfV49KzFrM28vuljxZ6A7JZZZyoSeLqZEY5OdDFM6vQzNXn4v9r77rjqyjW9rN7ej/pvSeQECCU0LuCiEoREbBQFES4oGCDK0qTItgFFbuo2PCqKDYQBGkCgjQBaSFAIL33nDLfH3tmzu4pCREsH+5zf7myZ2d3Z96Z2dmZed/nAXA+rwQtEsIalVjVuqRQ7Q4n9Do1hlzbjh3TcvmTzqX1anc4oReJolTV1rM68XdtS5cHNQB2bfaFYsboR9OKZYPjIgUZZve+r1DHgVYh5p/m16jXsDSVroEp+2KxJDyQ3uf0uUIvHgBC3FS8WrVU3pQO9ABQWFIhWc4tLK3CwJ5tMG+ae4tNrVbiwbsGQiNafQIEat3zuSWIiQhkZVUqeYknv6cULYVRr2F5io0MQpXIJwMQ6qOLaxuM9mezwb0CYTbqsHD6zeyYyuGWlFe7bethU0rr3LlNgutYKE9qkkAm1GBzuOh/B7D7UhIhz3cGAPTMTPF6L/iS3aUDs5iohhI81dvsrI/otSqh/TgJ5k0bwtK2bhGNXpktfMpQ03tLQwA5OBxOVNfWI8BsQESo1eeytMPhxASRCJharcTDE6533cNbNtifxLDPvsPzIlpkuPKtgSqmD3454lva/EpBpsv9k9CyZUsUFxdDpVKxuPmGhgakpKTgyJEjGDBgALZt2walUomGhgZERkbCbrfj1KlTMJm8ucIBD4lbpR7a1nfBXnAQ2oj2kkat4Dl0apOIXQdPIzTIhOLSKp+SmEDjTklCXCUHrVrlVxKTyjmKpSyDA9xfrWISlkuB1aSDw4O+Ugwx4QWdHSpdNKT+8lhVXSesJjTYJGXXaVXo3CYR943pj3Gz3kR1rbAf7E/mUlixcEpmpE3Bc2ZBpU95V9AqIcLHGJVipQIvnlLAviDsVXpL3HpKrAJCPXfJSMKug6eh4F0zcqBJ6dzGcCmyuzabQzRzVkrEQRpre82BTqtCgNmAiwVlXjPN1MRwnDpbwOogIToY9Q12RtDTGBJjQpDlx2mLglKjiqVbqTw0pculzoO0LdCPCLEUrb/2lBwbijM5bgfJqDArCAEuFpR59We1SuFapRI+SK0mHSqr65rsf/TjX+PSuqDHgsOv0Cc4zi16RJ/j7+1qMepQU9cg6Tu+ZHc9209jMBk0CLAYcT632PVeca/aNRf0I4fWByHSvXVxWZVK4X3jS564KYnh5iItIQy/fj6n2dc1BTqzP3Gu6IrM7FvEBsszezEMBgNKSkqQl5eHhoYGKJVKqFQqEEJQU1MDlUqF4cOHM5KdsrIyBAcH+x3oAe89ewXPgdMF4fabujChCa1GBY7jGKtcRIjVSxLTZNBCoeARExEIo0tIguc5xIQHslWA6WP7C7SRLsrVqDCrVKzGJefoKQWZv/MFHFq3kFF6Ook79pzu20WFBbBnUspVetypbSJat4hmx/27pzMJTAAY3r8Dow+NCLVCqeAl8pmeeUxPjgKv4PH6wvFecqDt0+Kw9pX70LdLKhKi3aE3VObyjYXjhDK4HJAoH7f4xaxQ8D6dw+gLRfwRRqVPVUoFCAiiXfnN2iRoJSiVvIRulvofeNoJEDjKO7VxS9yGNSKxGhxghMmoxafLBZ+DAIseRlcbePa/o31K59J6pbKjVB40OMDI2o+/a8V5EoutDO7XjvlBeLa98BALQl2x0VFhAWidEuVTonf10/cgLSkSKiWPx6cIs7xbrsvE/rXzoVDweHrmKADu2Wl0VBhatYhheXA4nGx/9v6x/ZlsKs9zEjnc956aiP7dWrHrpo8VaHTFdqB2EUu3chzw0L1DMXxQF6S7wkkdTifio4Jx5kehnnVatZcULbWpWMr1vacm4pquaczfBQCsZgN2f/o4q2dxfw4JNMOg0zA55rioYNb3p7vKSiVjxTaltM5tXP2OHtN8xIQHIDUxnEnchgVb2P73e09NlKwuxYQHYNiADl5lEx/Ttvf0zFFo5co/7S9tWkThlQXjoFYpmCQsx3F4Zd5YDOyZjjCXaE7rFsL7h/q3iMsjvDdaoWWCe4VJDEoORhUMxQP9wN4ZGHVTN7ROFcSGAsx6GPXu/ANuUaamJIZ99x3B/v27t4JSoYBRr8HZTUtgLzwIq1nqM3XFcRV76P3te/Zffvkl+vbti4qKCkRERCAgIABBQUE4deoUS5udnY2EhASsXr0ad955J86ePYvY2Fif9xWH3gFAp1FP4eyFQkRFhEhmKnTf1+FartVr1T4lMT3BccKLqKa2wUvmVQivcX8Bi6VP6XlChMFPq1GhSiT7OvWOa7Bu80HkFZYLvgZGLcpdS7B6rRoEhEnrqtRK5BaUuWZA0j1VnndJZbqeqaN7/yolk871lKKtqKxjghYAgYLnXft2SjgcTigUPFomROBEtlu6kspcFpVWSmZFLV3UukFWA4rLqsFzHFQqBewOp2SJ3WTQIshqxNmLxRJbJ8eF4uyFYrbcT/e8NWqhHDRMisoTi2frIQFG1NbbWH2I5TT9S9wKEqucq3I9pY31rkEnv9gtUUpldevq7SwcUHwtrWcC4iUny/McdBoVqmsbmI8EhU6rEurGtdcplnmlMyyDXoPqmnpWV3RvV9z2WsSH4YTIMx0QZusOJ8H53GLoRTLMvGufXEzFGxZsQXVtHaqqpREF0eEBKCqtglqlQEVVHeKjglBWWcvYEJUKHmajjkUJeMopi+tKp1WBA8cYAoVwRa3EpoJfhFvKFXB7nVOfhAkjemLNd3thsznYFoNRr4HFpMOF/DJJf6ZyvWLJZ7EcrlLBuxgvhXMWkw48x7EoB94V0UDbe5eMROz7LZt9rNJVGipxCwhtwlPiVqdRMSEbcdk8y+rZfjzD2dQqJWx296zZZNCiqkZYdRDv/ffq1BJbdv8uCckLMOth0GlwoaDU56pBZKgFDTYHSitq2DvS6STM30kaEQCkxIUjMSYE3209LLlPbGQgcvJK3TTlnLBUTsvqq+/QdkzbOCFA65RIHPj5hz9d4vbk+Sszs0+JkWf2DHTP/u2330arVq2QmJiIzp07o6KiAgqFsN8zf/58pKamolUrYfZA9ev9secB0tA7S3AUzl4sBHglOrWJZ6QjgCBEs/SRkQCEr1hPSUydRpA2BSDxOCZEYAWjacUyrw4nkcyaxdKn9LxOK3ibUscUilc/2owb+rTFDX0E0YpykROQxaRjMy2zSY/zuSVsn1Grke6pOl1OQhS19TaJJKYvKVra0cKCTK7lOuFcfYMdOq0ary4Yh/yicsm+LpW5HH2Tm1EwLMjMvJWLXWE9MRGB7pmh6yWmVinx2YqpAgc4pDh1tgBOpxPjXJ7wDocTAWYD8zSnkr2+pICLyqokDkViOU1/ErdUYpVAGIDEMBt1sJr1gm69qLKorC61qee1tJ59yck6nQT9XCx0JlE9AELIJfWD8JR5pQNKhmsmTAcsmn9x2zt1rgAcJyzrDuottKczOUVolxrD8kQREijU+c3Xu+sxv6gcOo0a/bunSfKXWyDIl/bplApAkGkW0x7bHU5JHL/DT13FRwWjts6G2voGNuMjECR4xTb1lHLVaFRufxeXSd/9Yidqausxd6p7n7qqph6dXHvrtD8HWQ0imV2O7bWL5XA9w8+qquskIbLBAUYEWtwMbnsOZUEnkeF1SCRuWZsghEVSAEKf7Jge61U2z2Nx+1GrlMyXJbNNPIIDjJKBHhD8IB6fchNS4sLoY2EyaHEiO4/lIzRIWBkqr6x1hdIJnANJMSEQI7ewAtPHDsD0se5+Bwh9grZn6kfgdAq+AVs8KHUB4NzFEhCXkyLNk1LJN9p36HuatvHgQCNap0RCEZgKu0P2yP+j+Fv37M1mMxoaGvD8889Do9HggQceQEVFBRISEpCVlYXXX38dTqcTKpUKEydOhMlkQm1tLfbv34/WrVv7vKd4Zv/ttqO46/HVoq9EKZQKDnaHUHxKWCH2HtVqhC0Fu93hd0+vqT1V8V4jlZd1OJw+CTw0aiVaxIdL9LKbum9cZBByXasBgECUodOocdZFe6nTquF0eUJf6h4ZFXtpKr/0K506nQVZDVgx5w4Mn+ZNdiSQhhBQM3792gy0TAhDynWPItBiZA5EgOdqg/CCSIkLxcmzBbCa9Kitb2i0TjyhVin9S9y69oyVCgUIcbJ7xkYEIb+4nNlNPCulsrp5heWw2R1e11K7NdjsXhEOBp0GPM+hsroOcZFBqKyuYzNhjZqS0tT6lHm9HHCc4JxVVVPHVm4AQYMh63yRV3qDTg2b3Qm1SiGJ24+LCoLTSfzK7oo9+akdmlNXnqARB2IJXLG/CyDMiK0mHfNDaBEfhpq6BuTklUr6s5hwSuyJTgV9Ai16wY+gGVml/T8+KghnL5aAEMIkbmm5eY4Dr+CZvgIgfGRR8iFfsrU8Jwz6dBUREN5HdNWntq7hkiRhFa5yNlUkuhLnD3RlKSzYDLVahfMX3cx6dAWQ5icyxIqLhWXsvFqtQEODUHaFggchhJEa+eo74vYmBnHYEBURjNPrF/s8fzmgM/tTOVdmZp8cLc/sGWpra1FdXQ2n04n//Oc/mDBhArRaLaxWKyoqhBAztVqNKVOmYOLEiQAE1j273c607n1BTJc7oEdr8DwH+4Xt2PDm/QIdKYSwl3apMbiw7XnhOUqFlySmyaABz3FsOY7Ck/ecylr6k8Ol0qeAW16Wyr56co7n7XgBG1c9DEDKmX7XLd6c6fePEe6bEh8GpYswIzEmBDf2zcC+L+az+3KARNLWnxStm5tdx55ltzsw5bZ+jEfAU7py0si+6NouCR3T49gHRU5+OQDBMWfGuAEo2bMCd9/SC4QQBAeamRSq0aBFcZkwKzQZpDPcb157ACnxYWx/WlAEc+veT7mtn0QKWCy7a/Uhu9uYxC3NP8+DSaomxoSgvKoGk0b1ZXKmESFWdm1KfBgOffUECn5+0etaWs+TRvbxkt1NiglBbGQg87dIjgtFuWgm3KNDCo5//6RPmVee49C9fRLathSuNem1SIkLRbvUGK+2J467p/Ws06hZG6crAIEWA/Z9Ph8TR/ZBt3ZJrG66tE1EztbnkL/zBfTKbMlWuADg3lF9mewujT2nZbvrlp6451b33jRt7+K6ote9/9Q9sJr1TF42LMiMdqkxTJKX54TfJFK0IRbm72IxCjZtlxaDAT1aQ/wtER0eyKSkxbK19TY7FAqB3/78FmGPWCwPPbR/B3bfxJgQqJQKZKTG4Py2F2DQa6BWKXDfmP4SidtpLunZxJhQWEw6icQtrbv7xlzL3jUUa1++z6ts4uOwYDN4nkf39smCVHagCTa722+gcNdy9M5swbgWYsKFqIYtq/+L/J+Xs7ocdUMXTHFJDus0Ktwz+hp8suJ+AMK7oW3LaCgVPEoraqDXqRFgETz9qe6HWOcDEKiZl8wYDkDgVejQKk5w/lUqsOmjOWjdIgaVNUKbpvcKMBtx9619AQgrddf1SG+074hlg62u9+vZTUv+kjh72Rv/TwCly924cSO6du3K9uyDg4NBCGEEOzabDSNHjsSpU6cwYsQIPP/88zh16hSCgz15mgX4ost11pfDHBAKh8PJ4uqJa6+Wwpe3L52VeVKJ+oInlaUv6VMArj1Em8/ZA72HOE++aDw5CF7dpRU1LLa9vsGOxOgQZOUUetG7elHG+qAL9TeDtJr1greyZx44sH10f3SzVrMe5ZXumRLPcdCoVaitb2BlNem1qG1oEDz4XfC0GZ3p0Pw1R6K3MelN6hlsNuhQXlXL6k7cFqLDA5FfVO61KmLQqdExPR52hwM795/26y0ult3tndkC2/aeEEITRTSqYrvrNCqEBVuQfaGI2ZkWrU2LKBw9nSvxAZHEYnPwalfX9WiFDTuOetmEPv+/99yAbftOYvfB05L9aqvJVe8ekQ6d2sQj+0Ix45qICrPiQn6ZV7un8Nd+fPkVNEWXSxfnJJEyHNAiIQL5ReWSLYWmqIFVrj1j+hzPfkZXFCxGHWrqG+B0CLNPi0mHiqo69j7w9Zwgq7BSRf0pKDUs9dqndmm0T/pp0wFmvUSqu1VSBI6ezmXnjXoNGmx2OJwCRbHFJbfr0w4QwuDqG+wwG7WMD4SeC7AKlL5qD4px+n5RKniolArU1tvwwPjrMHfqELz56VY88tQaAMCqpRNQWFKJFas3Ib+oHKmJEUiKDcGPu35HTW29X7pczzYE4C+TuD19ofiKzOyTooLkmT2FyWRC586dMW7cOLRs2RKJiYlISkpioXiAMND37t0bX331FX777TfMnz8fd999t9+BHvBNl+soOox1r0zFZyumAhD25sQvWE9KVfa767+NDfRuikwiSetL+pTjuEb3nBpEAzS9pa9nE4A5DRHiptPMyhFCoDQaldcFTdGQAhyj1BTnl+PABEcktySAzZXfxuhmxdl3EoLaeuGlQR3TKmvqJAM94KZ7pXv8AGEvev/5943GpDdpBAHxqDulgmczmZy8Ep/bHw6n0zVIZoHz+Iqg19J0FFv3ngCBNCTR8wOrtt7GBnohT+5zh09ckNCd0mv1WrVrS8UNaq/sCyWSY1puiqVvfIsdv56ESqlAsNUd5VJWWeMzpPGXw9kSUilKxEPv6VPO1Ef7OZGdj+AAI6JE7GlN0+V63QaEAMezcr0knxujK7YYtfhshVusxxddLq1z4noIPV1b601z64ma2noQ4q4fuytu3TtNU33SG6UVNZL6Ew/0gNB3GmwOZvNacWgpB8lqIoH73VFRVSdlyIMwC3c6nF4f8nQicc+tvVFbb0P7VrEYN6w7fjuRI+krW385jv8++z/U1NbDZNDg6OmL+HzDr6ivp5Mdab8DhL5jFPk9qV3vpL9K4vZqxt8aekcIQVFRES5cuID6+nqcO3cOHMfBaDTCbrdjxIgROHfuHP773/8iISEBOp0O77zzDnJy/O9p+wq9Iw0VSIwJRsfW8YK4h1KBpFi3AlVUmLf8Z5SL/tFi0knoHK/pmir6t0CR2b19shf1oy/p035dUlH483KU7PGWDn1s8k3Ic0lEAm7KUl80nmJqVHFYz/Sx/VG0ewULU6NY/cykJmlIi3Yvx5hhPSW+DZRuNs+DmpaWfeKtfdC9fbJfutm7hvcUwgl/Xi7QhfIc1r8tbFPQpe3EmBCkJkYwMhUq6WkyaBFgMUCtUiA82IrD37nDei5FoldcNk/pTbF8ZlSYFSlxYeB5DgkxQpt4c/FdbKn7qZmjULR7BYp2rwAAJtGbu/0FnFi/BA4nQWxEECNxEVOYisMBu7dPhoIXSGNo6Brd6hGnbREfhom39gIAZLaOl9AtB5j16NAqTlJWYZviWYkUMwDMvvcmAMCj994AQGjjvqRDk2JCEGDWw+F0Yu3K6QAEx6sZ4wagY3qchJpWfM7/NpCUWveu4T39tp9brstETERQo+3SU/LWV9/p3z0dpzc/h2Mb3O2+Mbpig16Dzq5QVX90uRSV1bVwEjfxU4PdwZbx/UncCjTb3hK34rLn73yx0bI2JjtNt2to3alVCqSnRGHczT1gMelg1GvQKiUKapUCarUSoUFmPPnQCCREh+LWG7vijqFCnnVaFVumv2NId1hMOoSHuO101/CeKNq9glFCi/MPADn5pejRIRlvLByP+S99heT4CNwxtCfrO5t3/45h17bHtjXzsemDObDZHFApFdBqVD7pcmnfuWNwV1dZNejWPgXAXydxexVH3v29oXdGoxGhoaEoLi6G1WrFyJEjsXr1agQHB2Pjxo1ISEjwee3EiRPxxhtvXNJzut++FHt/2Y3YpHQUlVaBEMI80qtdM0gxvaaY3nT10/fgnsdXCexYrllOSKARhSWCIxB18qIUmWLqx/ioYJgMGpzIzmdfzGL6Vq1GharqOjYhbNsyGmUVNTjn4fjE8xzGDOmO97/c6SLrkNJ4isOfOI4TvPMJJJ7zTVNz8qDzW/FsnOY3v6hcQk3rq+watUAUNO7mHljy6jcs5E6wr5t4xGrWo6yiBiGBJjZD1KiUMOg1EmEXCnrf227sgmfeXt9oXXtS4Porq5M4vRznALA2YTJomQOUJ12xgucQaDWC5znkFwm+JUa94HRXUVXH6qekvBocAJ1Ojfp6IfSLOjLS0DUAiIsIxNncEnAQBg8nAerq3eIlWo0a1TX1rEw6jQq19TYJtW5Gagx+P30Rdgdh7ZQqlCldtMxiWmQhnEtadqNeg1pXhAIHSLYaOE6oo7oGO6wmHZNB9aR2FdPNAlLqU0rV7K/9+Ksrz2Oe57z6zpIHb8GU2/rh6be+E+iw4V6eborqWJx/nVbl8t53t70GmwPhwWbkFpa72rLbuZHawhfNtvhdIG5P9L5Wkx5llTVN0uX6cjAU012L2y1Vx/MFk0GLtOQoHDh6lq0gKhQcIkMDcD63xKvuxNsKnmqf4ueoVAqhDh1OXN+rNW7q1w7/eWI1Hhg3AHOnDsEHX/2MhJgQZLaOR0TPBxATHoiaugZUVNW6dDwisG7zfjTYvGmfaT6cToLYiEBkZ2dj+t2D8dTDt/os4+WALuOfuXhllvETIuVlfAa73Q6n04nVq1ejoaEBBQUFWLhwIaqqqqBQKBAfHw+Hw4F+/frhhRdeACEEcXFxCAoKQlRUlN/7iulyKyoq0CY5HLwhEnlF5bDZ7GyZsVuGm4TG7nCibaqL3EMUfjNvxVrU1tskoWp0oAfA4vQpRaaY+lGp4HH4xAVJyA2lb51257WCV6rrd61GhUPHc5CR5s0d4HQSvPflDnbsSeMpDn8KtBgQHxnstT/avlVco9Sc4Gg8u3TZ/XxeCdqlxnhR04rL3jE9lh3X1Nmw4v2NQr5d4UYp8WFsoFerlCyvo290h3rV2+zokiH9sKPhOPUNAiUoXS4GhJdeamKEl60oBW6QyzHIV1nVaiWu69naixoYAIa6qHKraurZi/m6Xq2RW1jOPkTMRh0KSyrRMT2OXVdVU8/KE2gxsLQtE8JRU9sAh9MJhWs5sq7ehpv6ZbBrz7o+7jJSY1Bd24C6+gYolQooeA42u9OL/ex6VygdpdYNCRTYH+ttDmYzlVLBpEjvcs08Kc2wO5xLWvbbbuqCVq5wNPrRR+/Fce5dirLKWqiVCp/UrmK6WcBNfSqmaqbw7Dv+6srz2LPvAMCu/afwzufbsPKjzSz/1BmwKapjcf4Fz3B32nYtYxAZakFitBCWplErmdMZtYUnzTZzbhW9C8TtiaYtKqvC4/8Z7L+sHnSzgRaDT7prwN1u6xuEGH261cNxQHiQGdf3agOA4JdDWcyZV7ANYbTOtO5UKuE89fqn/xarfdKBONBiQLuWsbDZHQgOMKK8qg4PP/UJ2qfFsGV9JyEYPu0lbPvlOIIsRlwsKEOPDsl4dcE4nDxbgM827GU2Mxm1bFKiUHDs2bTeOLUJA7u7V1ZlNA//WLrc/fv3IykpCfn5+V7X/fbbb0hPT/d5TwldLgB1yggQ4kBEbEv2ErY7nDDoNGwQUip5aF3EGr7oKSn9bHR4AIpLq9jMRqtWwiYK37oUqJTCF7+vsBm9zh1mYzRovEhN/ii0aiUcrhAyX9Sc/mhIaViSL2paWnbPD4u0xAgcy8qFTquCzea4pPCgxkCdzhKjg5GVU4TQIBOT5qSaBr6odgFvak56DAje6bX13oNec/PVFHQaFep9yAw3Ba1GCYeDuByghHzqdWrwHMd8Gii1bmMzOurEx2iRa7wFjzxBndN8Qa9VC2QoLrpfMbWrP/iiy/XsO/7qyvNYHDboifBgM/KKKqDTqlxtlTRJV9xU/j2dZj3P1dTW+6XZbgxi/frG6HLF99W7+qKY7ro5oM6itL1QFTzahzkOzL6NORIDwrvh7lt6Yef+U/g9KxcmgxYr5tyBe+e+iy3v/xcPP/UJHr77ehw+kYPHnv8MPMchNjII6clR2Lr3BGpdVMGXYidhZh+A7LNnMf2uP3tmX3LZs/GKigokRAbKM3sxGqPLPXjwIAoLC6FWq6FSqRAaGgqtVospU6b4HegBjz37omKoTOFwFB7AL58+igvbngOBICBiFM3WKa2tJ70pDS2iVLQXC8rQK7MFu+7e0X0xcURvRuBBqR990VMCbvrWwl3LMfHW3lC6yIPofu2Frc+x427t3FKa08f2x72j+vqkRhWHP61++h4WdiN2ttv07sxGqTkpPeX7T93DCHAAID0lyic1rbjs3doJedJr1VApFfjcte9r0GmQ2TqB3TfQNSNS8N5SoRmpMczG08cKIYVajUqQLw2xwqjX4q1nBOfKiBArMlsn4LEpwp40pQaleRJT4PqkIdVrhJC4J8ZJaDyNeg3CgsySuhPXDaXhXf30PUhPjpSEo1GaWF/Xvr5wPO65tQ8rX6DFgO7tkxulB6Ux7v26pKJdWizz5Qgw6ZHmmn0Dbmpdu0PgROA44JdPH4dCwbM28dqCsUJdUlpkVzigmMI3IzVGIhscHmKR0LMOH5jJaGKjwwMkVMGBFgNb+aJ0s9Sm/uhyxe2H9h3f7dL72Fff6dY+GRNu7YPNH8xmba9Tm8RLojoWU9OKaXgBgXirZWIk1rwkhKq1Tolm/haA4HPhSbPtWXbPNkHtdM+tfRotO7Wpm+5X45Pu2rPvtHbt1VPbcByHG/pmQMFzrM+9MvdOAEBaUgQy0+PZtenJUdBp1S5aYZPEUS4jNYb1q+lj+6N7h2T8dvICNr83E3ff0gupSRFIjg3D0zNHobq2DrYGh0DsFB6OgMQkaAICce5iCaLCA/D5S9Nw/qdnwPMckmJDvOxE+0N6ciSj83188o1wlp/B3t/O4s+ES47jsv/+ifjH0uVOmzYNDzzwAAAwRj2HwwGe5xETE4Ps7Gyf9xWH3i1+fT2Wf/ATiNOG4EArMlJj8eOuYzAbtKiscXvDUlpVh9PpRW9qdMXb0z1WcaiLJ12uJ+2lL2raqmrhuZ774zcP6IB9R87i3MViqFVKWE06FLj2tD2pXT3vS/OkUiqgVikFT1+RTYIDjKiqrpcollFwAKOrDAkwoqis2ssuvqhpadmra+qhcv3OuZYQPSMOwoLMyBfJ8yqVPIjTHfpIZ+t0RkH9DegeJV2W9ZwJRIZZUVBUIZnpUf2CsxeLvehaBWpY+Cyra6LF6kM8c596xzVY/dXPKK+shcmgRV19A5zELVFLqWgp1bHYTmKqY8BNQEJt2ljY4PW9WuPU2QL88tlcxPZ9WOCst9klqylie4ntT2dv/khKxAEEvmiFCaGUpa4wMNdMU6UUVnsora3YpgJ9q0PiXS22ozivTfUdf8ccB6++AwjbW21axOCnPb8zWWe3f4K7P/vKP+BNTesZEqlQCA/WuqiOAYE2mcAdgSCeGdO257m/Dgj8CoUllSwkzldZaRk9KXy1GmHVwvOd4p6N2111oXAJRxGv2Xm/LqnYvPt3r35Hr6VtUlx3GpUCKpWSUYrTPBh1GtTb7bDbnSCE4MkHb8Gbn25FblG5K+JGGra8+IHhSIoJwda9J/DKh5tFz+Ik+SZEKo89ZXQfLH9uGVK73PSn0uVm516ZmX18hDyzZ2iKLnfMmDEYMmQI9Ho9eJcCGQCEhITgnXfe8Xtfcejd869+IDwrfz+emTkCFVXCfnFFdZ3EM5jSqvqiN62qrpfssYpDXQS63HpGl+tJe+mLmhbwvT/+xQ+/4oZeAitgoMXABnr6HDG1q+d9aZ7CQ8zC1oTLCYni5v4d0DLJLXgRYNYziU8CMMrPQpcDo6ddfFHT0rIHWg1sENZqlLhrhLf8cEFJpSQcrVObBASJvGoLiiuhdu0P0sHAqFezPUqNWon/Tr2Zpe/RQZih5BeWey3pUjpdwE3XKqYh1br2O2lZ6X6hk0BCuiP+OF/50Wa0cJGXCHKqThh1bvtTKlpfdgqw6CVL7JSCWJwnT9CX/4YdR1BTV4+Fr3yFyuo6gUfeIz2lRgUEJbUpt/UFALbHSuWJaV58FVBCK+xiaeN5TuRkRmAwCuW12Z3okpHk06aCIxlBoNn9HJXIi9uTbrmxvuPrmDqKifsObec3D+iIyupalrZP51Sf/dlmd0poeX1R0wLuveL2reMx7pbecDiEj9N+Xdx7xvU2B0wi6VxC3GGXtO1R8S0xTp0tQFiQGaGuVSlfZaU29aTwrau3MREfWncqkT8IpQY2GbQgLv8ESrwDAAN6tGJlKyiuZGG69FqVUgGrq/7Ecrj1Ngdb1aCOlpSC2GZzsJW7Z97+HqfPF2JY/w7o2i6J2dPs6mfzV3yJXYfOsD5KQGAx6hDpisZpsDlg0FIaXnc4YlFZJTiV/rK3Bf/N+EfT5b744ouYM2cORowYgbZt2+KRRx6B0WjEoUOHEBMT4/Oe4pl9g82O2AFz4WyogUZvgkGnYfHpvsBxaHI/szF40l5eKXhSuzYXWo0Kdruwfx4aaEZ5VQ1sNgechMCg08Bmt8MzPlqM5krw/hHQWYR4/5kKlwBgpCdiulnA7Z0OCNsz5VV1cDqc7COGKvBRGlKOE14idGZLn+uLaOlSQaVE6f5tY6B0v+I8NdYFOQ7ondkSFwtKcT6vlA2Y4tnfpcBi1KK23tZoPQu0whxbhQDc9UHtpFIqoNOqUFtn87Kpp6yr4O9huyR/BX+UseLj5r6qaDSEuD9TPxQqO+1JTUvTKhQ8FDwHtUqFepsNVrMexaVVMOg0rO3FhAeCgCAnr9SLape2PX9UweI+5aus1KbNofD18tx39R3q7AkA427ujpkTb0D6jY8zAp4Gm0NyrSfdLyDQ+2rUSi8K4ozUGBw+kYP4qGBknS9EYkwIendqgecfvQ39xz+Nti1j8M7n24UVIp6HxaiDze5g9g8OMCEy1IJDx93h1I35w4QEGHHux6VNG6OZoDP7s3lXZmYfFy7P7BkuhS73559/xtChQ/H2229jxowZCAsLQ2VlJX755Re/9xXT5QYHBaJdajQc5adx5OsF+OrVGQDcVK7iWOHIUIsXvSkARIcFSGKdG6Nn9aS99EVNGxlqccc6m30/x5OallK7imOD/d23f/dW4Dhh6bxjehzSkiLQPi0W2z96DABQXVuPO4f1ZLMDQgjbj/ZHN9sYNW1EiBkKVzhUaJAJOz6aDb1WDYtLPCjRRaPaIj6cHVtMOm/a0TuuZWUFhNUHShkbEWJB4a7l6JgeJ6GbBcCESpJiQjDk2g6465ZeaJPqFosRUwUreI7Rs/ZjZbUyOlAxXa5nXHTLhHDc5/IE14tinQEhtLFNi2iJnXxRHQNuul9xnjxtGuYSK1EoeAQEmHDbhME4da4AdfU2dGoTj47pcdDp1OiSkSiRNr5zSDcWN033bd97aiLapsaCgMPtQ3qw8tHyiPN7bsvT7GMiJFCYceu0agzp3xHtWyW4jlVo0yJakv+IEAuiQq1QKpUw6DQID7EiJT4MdfUNzHcAEAYgTypUf33H17GvvvPkQ7fglus6IsMVNQIIPO9b3p8FXuHdnyk9ri9qWnFap9OJvp1T0bZlNAp2vojJo/rCqNdK2l5KfBgOr1uIjulxGHJtB1iMOhYHTtueO05dwbgkAEEgitrCV1kjQixeFL7Uhr7eXYA3NTDtO+d/elYgTQow4sSZfJSUCxMeu93B+j691k33q5JIQidGh3hREEeFWdGpTQIIIUy9MOt8ISqr6tBgs+PA7+dZTH6AWY92qTEICTIjOT4Cmz+ZD0AgF+rTqSUTMlLyPOuT4r7z6vw74KwrwegbOkLGH8M/li63sLAQFosFM2fOxPbt27F//34kJCTg3LlzmDFjBmbNmuXzvp4Stx99sxvTl36BQKsRZZVuhTd/lKueVLPApVNZ+kobZDXixr5t8d7anQAaF85pjNpVoeDZjBWA10zHV57uGt4Tq77Y7koLNlvwlFZtilr0UpoI/XIXhyLR38WX0/1svU4NtVKJskrKj+/f65nOgm4Z2BGfb9jHxHfE+WuMrrUpat1LpUWmMeschLrypFv2pHr1RXVM8+SLQlYMGgvvK093De+Jdz7f7tdrXmzzVkmRMOg1+OXwGcmeOc2jUzS7DAk0oaC4QkJLq3BRonpeB7iXujkAUeEByMkr9S6rK56corG25nVfjkPntgnYfTCLPcezdmaMG4Ddh7Kw59AZybIv5XNoTn/2TBsWbEZRSZVbdCoqCDabA+fz3FwYBp0aMRFB+D1LymRH81Ahorb1BG1PPvPURPtpDl2000lYRJG3TK43NW3/bmn4cdfv4Dg3CyAHwNRE3YnrTRB0qmERI4DA70+3Jz3fC7S9+4PJoEFFRTX2/e9RpLeI85vuj4LO7M/llV6RmX1seIA8s6doii63oKAAVVVVmDt3LjZs2IDCwkLs2bMHeXl5WL/eP7mKROLWYsF//vMfgBNmtJdCT+n5YgCke0fitL4gvi/HcSgtr2IDPdC4Qp7T6Z/a1SEa6K1mvZfHp6/goXc+3w5C3Pmne/MNNqmjXqPLyKL7JsaEsLhcABKPf0KEF/tPq/8rkf3kPNJpVCqMuL4TCCFsEPDlxCQGjW3+futhoTw+6qIxutam6o7mj5Y1yGLA2KHdJGl0WhV7OxF409z6aiP+7OrvnE6rYgOe2H/AE+98vt31TJFjIschNMgEjhMiFqhX+bHTF/HrkWzwHAebXdq2xYMQB4IClxOl4Jwn/O5wOCUDPc2/GBwHNtDT/NMY7fqGS29rhBAQjzztOZTlPu/jmhfe/QE/7z8NEIJgq9sPhH5INac/e6bNL6qAw+lESKAJiTEhyDpfKBnoAYE0hw70Xn2SEIC4qbPFMBk0ktGuKapgz/s2530EAGOHdkNCTIik7/Tv3kqy6kSpaX85nA2nx5YWQeMUxNIPGnf+xLwENKKDozeE4BgbZDWygV6p4L2on1kGOLePxp+Fq9kb/x9Ll1tZKXwB9u7dG3v27MFnn32GpCSBklStVvu9pzj0rry8HJnXjQepK0WgxYAdHz8OwE3jeamUq5Q691LSUtpLhYKHTqMEx/NY8+IUAEJ4lydlaZhrWTkk0ITu7ZMl1K40jIempZSZndskoGtGEitzdLhA9+uPClWtUmDPZ/PQIiECRr0GDgfB8rljmS08KT/F1JxiKsvk2FB0dtEKKxU8urdPYflQKnhoNUq0TAhHYmwoo9dctWwicne8yJyE7h7RE2ajDgFmA75+XYi2aJ8WizMuil9feaADR3iwBWlJEZLwp6aoXZuq56gwK85ufgZWk5tu9s6h3fDc7NvZM3QaFS5sfc6LutWTMtaT/tQXBSvNU+725yUUsjzPoWeHFOg0wnGAWY+oqGCkpETj1lv7wRfEL+PwEAtuv6krSva8hCPfLGJhVivm3gGHk6BrhxT2QqaUxPeNuVZSz0e+WQTA3RY7psdh1E1dYTbqEOyyqYLnERcZLMl/RKgVKqUCCp5H57ZJyGyTiJaJEdColRKdBn9tTWwzMbVuRKgVv33tzpNn3wkPEfqO0RWqJab7bew5zenPUWGCXfb8bw4sRp1E335gz9bI3f4CUyLUqFTIcG0h0Xp+ZOL1SEuKgEqpZB/K13RNw7ktzzZJYd1Y+7lUal1almu7tYLOxd5I29u4YT1w+OuFXtS0wQFG9t4QvzM9KYijwqwo/eUl4Zmiba32aXE4sf5JKBQ8nnpkJPs9+0IRkuLC0C49AV+9/V8AQIDFiDFDu7G+ZDbq0K1dMjq4KHrpO/DpmSNAGiqw6svd+DPBXaG/fyL+sXS5+/btQ0BAAHQ6HWw2GyIiIkAIgdPpRFxcHHbs2NHkM+obbLB2eQDE6UBwoJnpNTdG+elJrwkIX2opcd4qXf7oWcFB4kzXv0c6Nu44wihkxcpS4uVgtUqBNi2ise/IWZ9LcxwHhAZZUF5ZI6FcpRATzIihUirA8xxTt6qoqnOHZrkoTT2pRemSJs1HVFgAisuqoFIq2HK7gheatpjulOc5ydLyjHEDMGFEb9w8dQVOnSsQnI8ghEqVVdR4EeMIimFCSFxkiAW5ReXgOLeqm9mgAwFhZRfnX7z8LD7H6llkb7FSXGbreBz8PQcOhxMOpxOhgSbc0K89Vn221VVOHsEBxiboTX3TncZHBaOotJKFmGlUSoATvKzFM0xfTkkcB1eon1AParV3nXsiLNiCZx+9DQ8u/gAFJZXMtjHhAbhQUMaWdCnJjZqFTQKtkqJw5NQFKBU8FDyPehd5DogQEUGXYyk5i+fSKw09I0SY8Vpcy760WOK68qSXFdsQABoa7BLK3kuh+7XZHV5turHnNEZN65k2NTHC5UQmjQQw6NSsbhU8D6dr1s0BUCgVCDDrJKybgOBPo9GokF9U3mT78aSxVasElj/xEj5dbhfnn27/0HaVkRqDQ8dzWH7VKiWSY0OQW1jOnJY926BKqUDblsL7yB81sC+qZtrmkmJCEBJkxq4Dp9k9DToNFAoO1TX1UgdFnmermr4wZXQfrFixHL36D8WPLhnwKwm6jJ+Tf2WW8aPD5GV8hqboci0WC7p27Yrhw4ejoaEBe/bsQW5uLsLDwxEX53/PRkyXO2nOewAAZ2UOZk4cyNI0RvnpSa8JABajnoXJiOGPnlUgpxBmNEadGiVlQmd3EgKzUYf+3QWnFc/l4Emj+iHRJcYi/oCg4Dke+UXlqKu3oU8nb9rIwde0c70opL8PG9Aery8cD0BQt9JqlPjfckH1S6A05bzKHupyEjO5Qq5yC8pQV2+T7Ks7nMSL7pTOqCiyLxSh75ilbDDnXP93U78MxLiIRsQfKMVlVWw5XaNWMs9i+ozyqloJ1W5VbT3b96TLz4GuELOq2nooFby7nuFeHqeDSKDFgPziSjTY7KzOnISwgV4opxNFZZWN05v6oTu1OxySOHdBGlSB9OQoBIgcNKndRRNHEAI8MH4gtn7wXyTHh/oc6KPCApjjl06rQk1tPe586FW2N0rPnc8rRQcXxa/D4WSDBVWdMxm0KC6vYvVhFGneE0jV+wx6oT48txpoGRY/KOidl1fVSkLvqmrrWdv0pJelNly1dCLMBi1jj6OwO5we4XRSO9x2UxfWxsVt2t9zGqOm9ZWn87klIITAoBX6g1qpgEBX7N464DiwEE0CwKBVMUZMADC7bJpfXIGkmJBLaj+eFMQNNgfTnABcYXtqN7U0IcKHT7BVeCfRmfHB38+DEIJ7XKJZVpMOR0/norSihq1WiJ+j4Dm8sXg8I3HyRQ0caDF4UTXTugIAo0ErGegBYTv1jiHdYDXrodUI9atSKWHxI3BD20tRWSUADhcLyn2mu2K4iqf2/1i63BMnTuDDDz/EmDFjYDabUVVVxb78tm7dip49veO5ASldrrbdVJ9pqDCFL8pMT3rNtKQInMzOZ2kjQixMFKMxelbBaYyHzW6HgudgdwikHUEBRuQXVSA4QOCJpuiVmYLsC8XIKxS0090OWkB4sBV5RWWir3slwoLNOO/iVafUukoFj9AgM8ora3zqy1OYjVrsWvM4Wt3wuDAbcTq9yh4fFYSQQDP2Hz3LOm9kqBX1NjuKS6tYeT0pP+mMpDkQzxCDA4yorWtAdW2Dzzw0B0J4mptiVelyUqJlLSmrZnH8/uhmKYR9RO7SqV0boWDlOEClVCI1MQInsvO89sQpkmJCsNflAd1//NM4+Pv5Ju0ghJH5Pnfr9Zn49Pu9mHrHNVj54WY4CUF8VBCCA83Y99sZ1r6CA4xQq5S4WFDmtVrUMiEcp88VwO5wIjYyCGajFr+duMDOB1j0qKltaNKenvSy1IYqpRJpSRE4fkZql4ToYNgdTuTklUCnVUsGUW8bCPeiHwy+ntMUNa2vtM2BSqmA3eHw+igRnwfwh9qPGFazHpVVtV6UvRmpMTh+Jq9Jylu1SimE6Ln2xP05E2rVAmGS53Mupe+IoeA5tEqOxKmzBTAZtF4Oexq1EmqlEpU1/iiKNSjY/uwlP+9SQWf2FwrKrsjMPirUKs/sxWiMLhcANm/ejODgYOj1etjtduj1enAch+LiYr/3FO/Zn9/4BBQ8h4Yz3+LspiUsTWJMiF/KzOcfvU1ClxsTHohObRKwYs4dAISXDoU/etZ3nrwbdoeTLXXZHUJ5auoacLGgDBe3PYfre7eFUqFge7SDerfF/i/m4/lHRwMAYiICoFYpceeQbti+Zi5SEyOZsIZarcT+tQtYHru7qHVXLZ2AQ+sW4o7Bbuey7u2TUPrLSxJ6VgCMcjPAovdZ9kUzhqN9Wiw6iUK77r2tH35eM0fIX3gAWiaEe1F+XnTt5VJ60MhQK+4d3Vdit9TECESGWrHjY4HatWfHFFaW5x+9DXcO6e43D5SaVlweox+61kAXucjx75f4rOfgQBOMerUrthnISI1l+ejiQVc8aWTfZlG70uf07JiCIKtBQqParZ0QYvnjezOR7JJaHtC9FQAwkhkAjJqZhjHR/VeaJyqdW/rLS0hLioTJoMX6VUKUSmiQCZGhVmxZ/SgA4eWfk1cKhYJH14wktEqOZDauca2AzJk6FABwfa822L92PhQKHu88OQGtU6KYb0GgxcBCQJc8MBxdRL4jMeEBGHJNe5z6YSkrK6XL9awrT3pZasP8nS9gy/uzoNeqJataQ65ph72fzQXP8+jaLhlKhYKt+FC6X/qcQKs33azncxqjpvVM+8bCcRBDvG9PwfMcfv7kMRY6G+GiHKbhakP7d0D7VvEs/U39MhptP54UxCZXe/Kk4I6LDPKi7DUbtdjy/iwkx4ZKyLeWPHgLk2rmeQ59uqSibWoMcra9gJ6ZKRKCpqUPjUDRruV4yfXei4vyfo7JoJFQNdP+TMMteZ7Du8vcEtwAYLUYcPxMHn7+5DEcX/8kIiJDoNGoMOJ2YeV1/v03Y9+XwrstNNCEFBcp0esL7oS98CBaJ3sLYMm4NPxj6XJPnTqF1q1bY9SoUejbty969+6NAwcO4O6778YNN9yAhQsX+ryvOPTuxdVb8Px7m1FTWyfZs9eoFNBoVE1TZrpmghSes5y4yCBcLCiD0+kU9oFd9+E4DioljzrXPrHFpENZZS0sJh0cDqdP+lIKupesUSlgc+3rimcqgHvP79zFYtd+FweHw4npY/vjlhu644a7n0KV68tYoxKUukrKqxulIfUsuyCdWwOHg7Cle41ayeRqFQoeHNxLdpQeVOGi96QzBEr+Aki9hulqhEalhM3hYCpbAWY9Ckur4HA4EWQ1orS8Gkolz7zs01OiUFldx6hpxeQyYspP+mwAjM5X2MPkABAX/a6UdlbsBxEcYERRqXSv1RMZqTE4+Pt5n7S8gHQrhs0WOYHKtb7BjpYJ4ci+UMzCmbQaFSwmPfKLylnayDAr8gorYHdIwzHTU6KQk1eCispaJMaG4OyFYgmtKsXyx2/H/Ys+ZNSonpTQYvElChrSlxQTgpBAM/YcyhJWNDhBGlarUaGiqs5r9krbh83u8NvW/NUV5zIUIQT9u7fCxp1HJWGHCdHBaLDZcSG/jNUhfW5MRAA0KhVu6peBF979QXIvf21CHAFC6yc5LhRZ5wslbVfIv9D+VEoedgdxrdRJV1jiIoJAOCC/qFyQ86UzakLAe7xHqO+JQHJ06Xaie+UQUdB60tjStC0SwnHiTJ4kjxqVEiajlrVrSo4UFRaAC/mlLJ3FqENldZ3EZ0il5KFxiYV52pTaU60SnDSNeg2bsfv0g3CF6MZFBXvlEQCjeKYrlRcLytCnUwts2fM7lErB1+A/o/ti0sheXtf+UdCZ/cXCKzOzjwyRZ/YMlC5Xq9XCYDAgIiICpaWlqKysZFz4PXv2xFdffYXly5ejQ4cOKCkpwYkTJzBw4EC/9xWH3i189g1UXvgVAHDHYLGkqgN9Oqc2SZlJZ9LdXfSsnktcZy8KL9j59w2T3Cc9JQrBAcKet0ajZM6A5ZW1UKkEydAYkTDGkGvaQcFzGHdzDyS7vq7rbQ5YjDpwnOCZLX5yYUklRg/qDEDYX6QvkvO5JRg4filq66R7xOkpkY3SkPoqe2VVHcoqalm0gFB+J+510bE6HE6JBy6lB33wroESkSH6klIq3NO0sCAzrC7SnU5tE9gzDToN8ooq2Mho0mugVPJY+pBb5erIyQtolxrjk1qUUn7SvXBatlVLJ7KVDMqpTgd6o0HDru3V0U0tW1RaBbXSvWfMcxxMRjfRjtWkZ0RBvmh51WoF23cVD8CUyvXVBeNQXdvABnqOExxKB/XJkKTVadS46xbBD0LcBo6cvICIEAv0OkHvXtimcO/lDr+uAwCwj5eC4krotGqveqYD/eBr2iGzdTwAt/NXWIgFuw6edg30gqd0g82Bzq4VDoNOLSlbfYMdrZIjGm1r/uqKwC1r/OPPx1w2dtv7TE4R6GYorUNK0Xo+txSFJZX48Ovd7nt50MB6tgkqsAKA0bOeOlsA4iRsv9ud/9tddnHCatSxlQ0xzuYWIy0x3C3n63TT+9JwwlsHdXLlHwgOMjXLTkFWg+DLQCDZH/eksaVpq10f+5SWFgDsTodklk2lewMsgp0pYVB5VS2chKBHxxRc260VK3s7lwQ3o9YV+WOYjVp8vmIaYiODJFTfeq20jRAifHS88NjtqKqmH7lKtuIICB8OZqMOdoeTbXXuOXQGcDrxxQsTcd8d/fDgU59i3eZDXvVwubiKt+z/2Xv258+fR58+fXDmzBkhsxyHZcuW4ZFHHvF7T09SnYqKCsS3G4T4zKFMEz0k0AStRsX2x/1RZsZFBqG8shYOp6ArrlUrkRATgmMifnyTQYO6ervkPgqFAmlJETh66iIcTie+enUGbpr0vF9REgC4ZWAmdh/MQn5RGWx2J9uXzy0oA6Vx9eWxfSkw6NRosDn80pD6KrtSycNu994fpisPSqXLY9u1X0e9oQkRlumPn8m95L285LhQnDpbwMhzrKKVECoW0lh5OM6tvy2dRbjrg+c5YVbk8jHQ69SorW1odF+U7k0KxDBuQqbYiCDkF5czyluJ7rcrT74ESMS4VApisWe2J+hKk7+6EkOvVcPhdLocERunhBavaIn9HHRaFRwOwc6V1XXMK1+cV6vZgKrqOr9tzV9dCX4uTr828XyWGIw4xpVGpRQ+qD1pYIU8SvOkVCjgJO6VKLVagYYGh8+0Cp5HeIiZvUc8QR1KlQreK0qBELdvClWj411+QJdqJ180tmLKXnHa5uylx0cGIfui99aoXqeGzWaHzS5E2xj1AvGVp0296sNHJJE/8DyH8GALenduiU++2S25p8WoQ2VNHZxOAotRi4L9H6Ls4u8wm83ofvsyDOyRjnlTb7qk5zQFOrPPvUIz+wh5Zi9FY3v2hBD07NkTOTk5UCqV+PDDD9G9e3fMmjUL69at83tPMV0u/XMU/4Yt77nDNRKjQ3DoqyeapMxc/MBwjBzUiX3xJsSEoE0LNyc/xwEb3n7Yi+Izb8fz6NQmAXaHwP1MqWPTk6Mwc+IgKBU86/BajQpbP3oMK+aOwc9r5uDZR4VZhNmoxcEvF2D88J4ICTTDZNAy0pAubRNR+stLKP3lJRTtXsG8hwMtBtw1ojdbHQCA1MRw5Gx9rlEaUl9ld9idUKuV6NAqFqW/vIT2rQTq3U5tEhAfFQynkyA82Mqe43QK9KB0L5r6IrSID0fXjES2V5gYE4JWyZFs//u9pyayZczFDwpCMutemwEAGH9zD1zc8SLOb32ePadLRqJ3eVyrD2K6UHFZz//0DGx2B7QaFcJDzFAoeDz339FQqRRIdPkSqNVKhASaJLHzQQFGhAdbUFFdB7gc/axmPUorqjBhRB886/Ke5gAvCtyIEAt2fDQb2z58VCJJGhZsxo6PZqNw13IkufbrKcXqwJ7pTCoXEF6E0eGBEspVimu6piEpNhTTx/bH+Jt7guPccr+UohgA3l5yF7tm0sg+XvVMJZLp3r/JoGUiPxwE34746GDcd+e1aLA50LdzS0aO8u6yCZhwa2+I8e3rMxpta551RWmFeR6MrpjnOUSGWjFj3AB234gQC+N0oFS79FoQYVXoxEaBq0FMAe2vTRT8/CJ7rlgmOTLE6pfGlvoQePY7QFh9Gz6gI85teRq19cJAHxZkxtypQxAdHoih/TsiNUnwhyFOgs5tEpptJ4HGVs3sBAiUvZ40tpGhFtgdTkbrTOvVYtShW7sk7HL53dAVuCdm3Iz8n5ejRXwYbh/cFQDQvlUsLmx9Djku2W2dRs38eTxtKuadUCh4aF0rD0kxIRg/vCcmjuzjRevM0mpU4Djgxdm3iSJSeBT+/CLWvPUohgwUVmR1ei1IQwUIIfjplxM4ebaARTVdUfyNU/tXXnkFCQkJ0Gq16NixI7Zt23ZZRfGEsukkfw5qa2tx6NAhrFu3zmvPnhCCw4cP49y5c3j55ZcFFjwAI0eOhMFgwKOPPorBgwf7vK/nzD43vwicLhhHTl1kv+397QyWv78RHVrFARD2nWvrBGW5tz/bhirXHvVPe46joroO2ReKAADHTufi9LkCyfM27DgiuU9dvR0TH1+FrzcfZHtTM5/6RHjukWxU1tRBqeCR2TYBO389hQabHYPufobNuhS88P1VWl6NIVOW48Cxc+jbJQ3fbT2IBteX+t4j2Vj91c9IT4nCyx9sYvvzZZU1WL12B1QqJW7ok4FvfzqI37PycN/CDzDqhs6SPO45dKbRshMAmenxOJdbjPyiCvTp3BIvrNoAgM5gCHIL3ft8NXUNsJoN2H/snCRP8dFB2PTzMcxfsRaAMBBt3HkUY4Z2wy+Hz+CVDzfjXK4wq3jr061Ijgtl+4fHTl9EQr+HJJ7Qew/7rjsA2Lz7GHiOE2LZPcpKmeCcBsFvYsFLX8JqNqCuXrBpQ4MdNpvULnX1dtzQpw1Wf/mzsM9q0sFms6Oqph4rP/rRvVTcYIfVbJBcW9/ggELB473Pt0u8yguKK/Dr0bOYseQjZJ0rcC31Klx1XoPjWbk4c0Gwh9NJUFPbgONn8hBoMUjYATfvPgaVUoHjZ/Lx465jUPA8C8nqndkCq7/8GQBw8mwBqx+VSulVz06nwF2RfaEIC1/5ClU1deDocjmA1ilR2HskGz0zW2DF6k1QKhUsCuTrzQfx6fq9TfYHz7Ymriu9Vs3KRu3kdBIUlVaiW/tkvPDuDwCAC/mlgqKjx7UNNkFqVa1SYN9v7ufQJWZ/bUJsUzEz3MWCMrZc7Sv/dfV2zFj8IUoralgbB4DSihoEWvW469G3Bd8VXuDUyC0sQ7vUGHy5cR9LSwB0SI/1um9Tdnpk2SeoqqmTLOP/tOd3PPXmd5K0DQ2CDHJ9veA3QOsV4HDybD4eWvqxZNVs+76T+G7rYZy9WMRWLfp3S8ORUxfw3lqBz6S2rgEnz+Y1atOffjnOngsAmW0SsPrLneiV2YL1cQBIjgvDtAWrJXmc8+Ln7LxGI3A6nM7OZSyRBr0G2vTxiLp2DhQ8j5Vzb0eP9m7n0CsFzvW/y71Hc/HJJ59gxowZeOWVV9CjRw+89tprGDRoEI4ePYrY2NjLyg/L1z+BG//aa4Uv6dLSUoSEhCApKQmrVq1C9+7d8dZbb+Huu+9m1+n1elitVly8eNHnfcWhdwDAGyOhTr7ZK514KTgtKQInzuT5XUIUO0Z5QqdRwe6KW6Zhev7Co67tmoZNu475uZOwbKXXqZFbWI7bb+rC9iB93efE2XzkFpT5fdbHL07F6Okvo02LKBw/k+fap3Z4hRI2VXYxkmNDcSanULAFEbS0qajGzQM6YO9v2X7zRF8uESEWdG+fjD2Hz7BBo7nwV3fisD3AO2xSrJCn06iYJKuTCCsgp84WSOxyMjsfPC/M8Msra1BT24C0pAhknS+EUqlATW09CAGu7ZaGE9n5bFtIfG1qYgTatozG6q+Ewbdty2gUllYi10+8sILnEWQVJI7btojC0dO54HkeaUkRUKuU+OWwMCAEBxjB8xwKiit93ufWQZ3w6Xe/sO2Cmwd0wO6DWZJwTzE4AL07tcR9Y/rjjTU/Yf323/5Q3fjqD77amriuMlJjoFYpLznEUnytUsEjJT4cJ7PzwHHC3nJiTAjq6m24WFDmt01Qm6pUSux12TTQoodSqUBpeY3f/J/MzndzzYscUYdc0w77j527pDatUiqYFkRz7JQUE4LT5wu9be5ytPMsK90C6tmxBaaP649XP/4JP+z4zbXVFo6+nVPx6sdbWFrqmClsRShgNeuQHBuGXQdPo0tGIvYePtNoP/OnGinWcLi+V2scOXURObklTHWS5zh0apOIXQeFmPyQABPefvIuDJ683OteA3ukYmDPNpi74it88uw9uKarN9/IHwFdxs8ruvyl94qKCoQHW5q1jN+lSxd06NABK1euZL+lpaVh2LBhePLJJy8rPxR/Kzd+WloaHnjgAezatQvff/892rVrB4dD8JrOzMxksrfr1q3D8ePHceutt6K2thZWq9XvfT3pcrOP7oK98BDCgkxY/9Z0KHgery24A0e/no+jX8+DgucREWxCh1ax7NxdN3dDl7bxOLtpCcYP64ZObeIBAC/NuQ2/f7cQh74SrktNDMPN/dtJ7tMxPRZnNy3B2U1L0DIhHCqVgj135KAO7NzhdQtwx+Au6Jgeh67tEjH6hk7Y/elsrH9rBgDgfG4xSztmSFfodWq0bhHJ7rN99cM4vWERsn5YjPHDhFC7QIseN/dvjwNfzkdSVAAUPIc2KZEIMBu88thY2Tu1joOC53FNlxbMDr9/txDd2ieifas4HP3mCXRtl4iBPV0hNhyH63um+czTq/PvQNYPi7H/c4F2c97Um/D0I8Px03sPsfNjhnRFeLAZP777ILJ+WIysHxazc79/t5DZHAB6dUz2W3eLZwzFyOs7svx7lrVbuwR27oXZIzF2aFd0TBeOI0PMXnbpmB6Lk98/gQ1vPYCb+7dHx/Q4rHlhMjqmx2Fw37Y4+KWQp4YGG7avftjntWtfmgwqDcBzHKbe3gcLpgqrUr440wFg6/sPuVj7DOw+X708BelJ4ew+i2cMxS9rHmVtZPywbujsaqevzr8Dyx4cBgB4cfYoKHge1/dMw0/vPei3nju3jcd7S8ehQ1okIoJN7DmvLbgDZzctwcnvn/BqE2c3LcGYoV3RoVVco/2hsbrq0jaela1Dq9hGn0vzS69NiQuB3eHE71kXYXc44XCFuGadL0ReYXmjbYLatLKqFkqlsK325IM345c1jzaa/47psTizcTGOf/cExg7pyvJ7Y590bF/9sJedIkIseOK+wRh1Y2dkpMVAwXMY1DsdAWZds+3046oHJPVM7XRo7RyfZe3XuQUyW8fhvaXj0DEtCmcvFEGpVODHdx/EupXTMHPCANZe7hzcFYEWA75/U3hXvTx3NPb9bzbeXzYOCp6HQatssp/9/u0CrzZycv0iJMaEMBvf3D8D21c/jBMuO9E80ucAgNWsRduUcHz+1sO4vm87AMBDk65H3YGX8e7iMZgyug9GXNcBL7y/ye848EdRWVlxRf4AMHI3+idecRajoaEB+/btw3XXXSf5/brrrsPOnTt9XvNH8Lc66C1fvhyzZs1CXZ2wHBYaGoq+ffvi8OHDOHr0KNavX4/bbrsNpaXCsq5er0dsbCwSEhLw7bffNnl/QggmzXkH73+xFQ2n1oI0lEOdMgLO2gLYcwSGNHXKCHAaCxzFR8Abo+GsLQBvjIKz/AzsubugTr0NzvIzUIZ1RMOZb+EsP8Oug8oAUnUetnM/Su5jz90FZVQvKIJbw1F8FPacn7yeC8B172woAlrAXnwEjnxhSVTT5h4QWzUafv9QuI8lEYTY4Sw7zfLoeR9eGwhH1UVwABpOfeHOI6cAiA0NJz/3ymNjZeeN0ZK07vwKdlElDQVslVAEpsFZVwZn1XmfeRLbTNtuqtexoyIbvDaY1Q+FZ1pPuzRVd575/6NpvcqetweatDGsvhrLk/haXhvottPFn8GphQFVlXADnJU5UAS0ALFVwZb9PUhdyaXdx6stSdsptaEytCNrM7QdNlXPvp7TmF14Y3Sj/aE5/ayx50qurTgLR8nvzIaOokNQp4xgdlTFXNNoWcV9lNeF+H0vNNYmmrKTIigd9txdUIS0ZXkgIOAUWjT8/sEVs1NT9er5PhL3M88+2Jx3ZFN9p7k25g1hcJSdgi17vfQ9cnodnJXncP78eURHR2Paoo+QfaEYX6+chiuBuro6JCQkIC/POxTwj8BoNKKqShq6O2/ePMyfP98r7cWLFxEVFYUdO3age/fu7PclS5bg3XffxfHjx69Inv5WB737778ftbW1qKqqwsWLF5GfL3DPJyQIzlsDBw5ESUkJysrKUFBQgOrqapjNZna+Kcx4cg3W/XQMHzwzCXt/+RlQ6rHokbHQhbfDc29/DU4TgH69u4FTakHs9Zh932ioQ9pCawyBoyIHE2a/Cb0lFO+8IpCE3D3tcbz3+WZwxmgMvLYneLURE+8eK7nP7FkPQRU3ALqI9tBqVLAXH8Wvh47h2TmToA3PgCpxMF5c9S3Gz34bOnMIeGsydEYrvvvfW9i4bR+U4V3AK9VQGYKgShoKS2wmBl/XFQZzMOxlp6X514bg1ukvQ28WHL0m3D4EKks0pj3xLji1BWNHDgKvD8bom6/3Kuvmnfsx4NpefssuTjtu1uu4dcZK6M2hcFRewLQF70Jpjsaix6YDAIYP6gFtWAbmvvCpV55mz1uKdz/fitVfbPF5rA9OxpKHbgVRqLB9z0Gs27QP637Yxez92fe78eGXP0nsoghMu+T8z571UJP13Fja2x96FSNcZYfagm6jFsJgDsT7rz/bZJ6+/XEPbn/kdWYLaidFUDp+/HET7pvzEoyWYNjz9yE5PhxKXSCefeU9r/bkaVOJvTUBXu10ygPzsPID4WU5f9EzmPvAWOG5gWmN1rO//NLniPOkjO6Lm6cuZ22isf7Q3H7G7BTSrvF6Lj+He2c+C6M1BNu/fAmkroTZkdeHNVrPnn100SNjoQ3PwFOvfdlk/i/VTsRejwE928Da4jroTCFwlGdj4h03QWEIR98e7a+onZpTVs9+pg9OxvOPjcE33//Q7HdkY/m/5b6XoI9s2sbEYcObn2xE166dXG9uBd78ZCPufuwdGK1hcFbnIb3fXfjft9vRQDR4/6td+ODrPRjSzx2mernQarU4c+aMZFX4cv5ycnK8fnv00UcbzYOnop+bF+TK4G+d2XuitLQUCQkJeOqppzBp0iSv8ydPnkRqaiq+++47ryUPX9C19/3Vd/uNnbBt30mcu1iMjNQYdM1IwGsffAeNIQChgSbU2+woKCpHUmwosnK8Q1KI047enVqidUoUvt5yiN2nT6eWWLtpP87nlfl87ojr2uHT734Bp1CBg8BeV1SQh8ioKJSU1wpUkOd/x2evzUVWTjH++8JXTeaf4xVe5y1GLcoqqtAiPgId0uOwc/8pn2VNT45Ep9axPssuTqvQWKBU8kJoWV0V2qYn4/AJb58JvVaN6ppan3m6HGjUStQUn2F2mfXU6kvKP62Ppuq5sbQKjQW8ggMIYGuoF9gcHU6YjVpJXfnKk0pn9bkHTRwN0Gh1SE+OxLwp1+P63u1wzfhnoFQqcSan0Ks9+atnam9/7VSMDq1isO/AkUbr2V9+6XMkecotgdoVOWOrq0Lvrm389oc/3M9Edmqsnp+dORJtU0JhsVhwzfhnwHHA9t0HG61nf3000KxHcVllo/m/FDvRtGq9lXntFxSXIT46FC3iw3DsdC7O515ZOzW3rI3hUt+RjeWfU/verxbbuGtGAl77cAM4lcE7nUWPtxfegeuv6Y7xD6/AT/tOo7SiBrERgbh7eHfcf+c1f7rk7V+BhoYG6PV6fPrpp7j5Zrd/2fTp03HgwAH89NNPjVzdDJC/Ed9//z357rvvSFZWFtmwYQPJyMggnTt3Jg0NDYQQQtasWUM2b95MTp8+TdauXUvi4uLI8OHD/9CzysvLCQBSXl7uddzYub8q7T8xT//f8/9PzNP/9/zLefp35P+fmqerFZ07dyZTpkyR/JaWlkb++9//XrFn/G2hdwDY0kZOTg4CAwNxyy23YPHixVCphNCS3NxcPPjgg8jPz0dERATGjh2LOXPm/J1ZliFDhgwZMq4oHnzwQYwZMwaZmZno1q0bXn/9dZw7dw6TJ0++Ys/4Wwf7kSNHYuTIkX7P33///bj//vuvyLM0Gg3mzZsHjUbj87ixc39V2n9inv6/5/+fmKf/7/mX8/TvyP8/MU9XK0aNGoXi4mI88cQTyM3NRevWrfHtt982KufeXPyj9uxlyJAhQ4YMGVcef6s3vgwZMmTIkCHjz4c82MuQIUOGDBlXOeTBXoYMGTJkyLjKIQ/2MmTIkCFDxlUOebCXIUOGDBkyrnLIg/0lQA5YkCFDhgwZ/5/xt8bZ/5nIycnBypUrsXPnTuTl5YHjOISFhaF79+6YPHkyYmJiLvleGo0GBw8eRFpaWrPykJubi5UrV2L79u3Izc2FQqFAQkIChg0bhvHjxzMd878T1dXV+PDDD73s1KNHDyZCZLVaUV1djeeffx4DBw5ERkYGTCYTvvvuOxw7dgz19fW49dZbkZaWhsTERLz55pvIyclhZEhbt25FQUEBiouLERcXh4yMDFRVVeH6669Ht27d8N1332HmzJnsWfHx8cxOVP74n2wjg8GAnJwcWK1WnD9/Hk899RSeffZZBAYGIjc3FwsWLEBkZKTERuvXr4dSqcS2bduQn5+P/fv3Y9CgQfj+++9x7ty5/5d2Aq5se7rxxhu97HQ1tCfgz7dTc9uT2WyGUqmEzWaDyWRCcHCw3MavMlyVcfbbt2/HoEGDEBMTg+uuuw5hYWEghKCgoAA//PADzp07h2XLlqFv375o1aoVfvzxR8ybNw9JSUkwm8349ddfUVlZCYfDgdTUVHzxxRe48847UVNTg3PnziEzMxMRERHYsGEDSktLUVZWhri4OCQnJ4MQghtvvBGJiYno06cPHA4HOI5DfX09Ro4cidOnT+PQoUPQ6/Xo1KkToqKi/rYOVVBQgJISQX87JiYGrVq1QmRkJAoKCrB582bU1tay/Hft2hU7duwAx3GwWq0YPXo0Vq5ciZCQEKZKOGPGDDz33HPgeR5OpxNBQUEoKyuDzWYDx3GIjRUkTM+ePYvk5GQUFBRg7ty5eOSRR6BWq6FQKFBTU4PU1FTU19cjOzsbYWFhaNeuHcLDw71ehEajEceOHWN2+jM+QBqz0U8//QStVovg4GAcPXoUAMDzPOx2OwICAjBhwgS89dZbKC0tRXBwMIqLizF16lSsXLkS06ZNwyuvvAKHw4GkpCScPHkSABAYGIiePXsiOzsbhw4duiJ2+qs+1LRaLXJycgAAHTt2ROvWrVm/a6w9abVajB8/3qs9EUK87JSdnf2ntaeryU7NaU8cx6Gurg48z8NisaCsrAzx8fFo06YNtm7d+re28VatWsFkMmHv3r0YPnw4PvzwQyiVV+0c9c/FFSPe/QchMzOTzJgxw+e548ePE5PJRAAQnudJmzZtiEqlIgAIABIXF0cAkICAAMJxHAFAOI4jbdu2JRzHEaVSSQYMGEACAgLYudDQUBIbG0sAkI4dO5Lw8HASFxdHdDodWbRoEVmyZAnR6/WE53litVrJDTfcQIKCgkh6ejoZOnQosVqtJDw8nLRu3ZrwPE94nidKpZLl4+GHH2bPCw4OJhzHkWnTphGFQkGmT59OVCoV4XmepKSksHIEBgaSIUOGkLZt2xIAJDk5mZjNZvLMM88QjuOIRqMhPM8TACQtLY20adOG8DxPBgwYQPbt20duvPFGYrFYSFpaGnnttdeITqcjAMjZs2fJ008/zZ4THx9PABC9Xk/0ej37PTw8nCQkJJCOHTsSAKRXr15k6NChBABRq9UkJCSEvPXWW4TnedKzZ0/icDgIIYRcd911hOM4YrVaybXXXkuMRiPp0KEDGTp0KDGbzaysCoWC3HDDDcRoNDI7TZkyhQAgISEhRKlUEqVSSR5++GFmT57nSUhICKtvjuNIXFwcq/OmbNSlSxeJjfbu3UsiIyOJwWAgH374IUlLS2Nta8GCBcwuYjvpdDrCcRz7PSIighBCWJ3FxsYSlUpFFAoFadGiBUlNTSU//vjjZdmpR48erLx/lp1oecxmM+nUqZPETgcPHmy0PXEcx+wsbk/i/1I7/Znt6WqyU3PaU9++fUlMTAzR6/WEEEK++uorEhkZSSZPnvy3tvERI0YQg8FACCHkxIkTJD4+nsybN+9KDxf/GlyVg71WqyW///47O/7yyy/ZX5cuXUjr1q2JUqkkr776KjEYDESr1RKO48ioUaNYZyKEEI7jyPTp0wnHcWTQoEGE53l233bt2rGXzvTp09kgbTQayfLlywkA8txzz7E8pKenEwDk3LlzhBBCXn31VRISEkIOHjz4t3UonU5HrrvuOmIwGCQvEs8/8e/t2rUjeXl57Pjo0aOE4ziyceNGEhUVxfJ28OBBQgghoaGhhOM4EhMTQwghRKfTkcmTJ0ueN23aNFJRUUEIEQQhAJCLFy8SQgh54YUXSGRkpM8XocFgYHb6sz5AxDaibYLez9+/AZCMjAwCgCQmJhKO49i14eHhRKlUkvj4eGIwGJidaHuJj48n+fn5RKVSsQ/ITp06EQBkzZo1rD2J7XTw4MFG7fRXfagpFAqi0+katZOv9jRmzBh2TK/duHEjy6PYTpfTnv5NdmpOe9LpdOSbb74hAEhRUZHEln9nGz9+/DjLEyGErF27lsTHxzfy5pfRGK7KwT4hIYG8/fbb7Jg2Xs/G6nl88uRJolAoCADy0EMPEY7jyJYtWwgAEh0dTcxmM9m7dy8hxP3SoYOsTqcj8+bNY7MEAGTw4MHk5MmThBBCNBoNAUBqampYnmge/q4OFRkZSV5++WUCgAQFBZG33nqLvP766yQ6Opro9XryxBNPkNDQUJKdnU20Wi0BQIYNG0batm3LXnoxMTGE4zjy66+/sjSdO3dmak0DBw5kLz9CCImOjiaPPPIISUlJIZ9//jkBQFQqFRtM1Wo1AcBe1mI7NVZ3f9YHiNhGRUVFJDg4mEybNo1ER0eT7OxsotFoSGBgIMnOziZ6vZ68/fbbhOM4MmzYMMLzPHn88ccJALJixQo2u1MqlSQoKIj069eP2QkAefjhh4lGo5HYKTo6mtx6663MThRiO/l7Of/VH2qhoaF+7dRUe6LloXb69ddfWbsU2+ly2tO/yU7NaU+RkZHkscceY3YKDg4mS5cuJWq1+m9t4+vWrZO8C7Kysti1MpqPq3Kwf/nll4larSZTp04la9euJcHBwWTZsmVk7dq1RKVSEZVKRVauXEkIIcRsNpMvv/ySDej0637s2LEEAPn4448JABIaGkpuuukmMmHCBEIIYY2TvnQSEhLI+PHjSZs2bdgHgkKhIBzHkR9//JEolUpJQ7ZYLCQkJIRkZ2f/bR1q3rx5xGAwEACkS5cuZObMmWT37t1EpVKR8PBwYjAYyIIFC1j5ABCbzUaGDRtGQkJCCMdxJCcnhwAgVquVfdDMmzePBAUFkbFjx5KFCxcSAESj0ZDFixeTli1bEo7jyPDhw0nnzp1JUlIS0el05M477ySrVq0iHMcRk8kksVNAQIDPF6FerydvvPEGAfCnfYCIbbRjxw7St29fcu+99xKVSkWefvppolAoyKhRowghhKSmppLXX3+dcBxHbDYb6dq1K4mOjiYcx5FrrrmG2YHjOGI2m8mrr77K7MRxHNHpdESr1fq0U0JCAlGpVOT111/3slNwcDCZOXMmiYiIuKQB48/6ULvtttsIALJo0SLSvXt3cu+99xK1Wk0OHDhwSe0JALNTZmYmAeBlp8tpT/8mOzWnPdHVCL1eTw4cOED69u1LbrvtNhIWFva3tnGLxUKCgoLYu2DLli3sg0pG83FVDvaEEPLxxx+TLl26sL1vAESpVBKDwUCmTp3K0rVt25a8/PLLhOM4MnXqVGIymSQzaDpL1+v15M033yTx8fGkd+/e5MEHH2Sd+J577iExMTEEABk4cCBJSEggDz30ENunp1/4arWaPP300+TAgQOkbdu2ZOjQoeTAgQN/a4eiWxh0tkNnIgaDgaSkpDA7zZo1i0yePJkQQojNZiNDhgwhPM8TQggZP348CQ8PZ2V97rnnyKlTp8jo0aPZMju1VZcuXUj//v1J69atyeTJk0lOTg5beaAfSAaDgdkpPT2dXHvttT5fhNRO9AX9Z32AUBuJ/wBh66RPnz7kuuuuI4QQMn/+fPLGG2+QVatWednJ6XRKbDRs2DCyZs0aZifxLLO5durevTsZOnQoWbRo0SUPGH+GnSwWC9Hr9SQiIkIye+Y47pLbk9PpJB06dGD91tNOl9Oe/k12am57ohMHcfumK5dXoo2PGjWq2XnSarXkhx9+YLb49NNPyfLly//okPCvx1U72FM0NDSQL774gnzwwQekoaGBLFmyhAwaNIidX7lyJfnf//5HtmzZQgghZMqUKWywnz9/PuncuTNJTEwks2fPJt9//z0pLS0ls2bNIq1atWIdIi4ujowePZpMmTKF3HTTTWTp0qWEEEI++ugjEh0dTQIDA8n48ePJE088QSIiIrwGjkvtUBzHXfFBQ6vVko0bN5KsrCyyc+dOsmjRIjJv3jxis9lIeXm5X7va7XaSnZ3Njqurq8nOnTvJCy+8QEpKStjvTqeTnD59mmRlZZGGhga/9zt8+DDZtWsXsdlsZOnSpT7t5PkiFNvpUj9ARo0a1ewBw5eN5s6dy+qmvLycOJ1OSXnosd1uJ2fOnJHY6LnnnvOykdhO9fX1XvehOHjwoJedxB9qzRkwGrPTHxlYxS/nrKwssmjRIvLAAw+QrKysZren7du3k2eeeUZiJ2qPP9qeLsdO48aNu6J22rhx4z/OTjQ/O3fuJDt37iRZWVnMFpeap+rqavLzzz97vQf+SJ7sdrvfNDKaj6sy9O6fjjNnziAvLw8AEB4ejoSEBNjtdtTU1MBsNvu8xuFwICcnB3FxcaipqcHBgwexZ88ejB07FgEBASwdIQRnzpwBx3GIjo6GSqXyeb/ffvsN1dXV6Nix4z82lMXTTjExMZdsIwB+7XQlbKRWqyXcC40dNyftH7n2m2++gdFovCw7HTp0CLt3777idvon4e9uT4cPH0ZNTc0/0k6enCBOpxOEEMYFIj622+0oLy+H0+mESqWC2Wz2m/Zyr/0ncpP8f4U82P9DcP78ecybNw9vv/12k8fNSdvUtSdPnsSMGTPw9NNPIyEhAd9++y0++OADfP755ygtLcWzzz6L22+/HYmJiVi9ejVSU1MRGBjodRwREcHStmrVqtFrm0r7wgsvMAKkuLg4zJ49G/v370dAQAAGDx6M3NxcxlWQnJyMH374AQEBAZg2bRpqa2vxzDPPSNIePnwYOp2OpQ0MDMTUqVMvKW1OTg4yMjJgNBqxf/9+XLhwAQEBATh16hTS0tJQXFwMACgoKEBgYCB7iYuPCwoKvNJe7rU6nQ4AcODAAdx5550wGAw4evQo0tPTERAQAIVCgaKiIkRERGDo0KHYtGkTTp48iYiICAwbNgwbN25kx+LzVqsVSqXS57WRkZEYMmSIz7SRkZFo0aIFDh06hJKSEhBCEBwcjE2bNuHcuXPgOI6RtsTFxSEyMhKnT59GQUEBgoKC0KZNG2RlZTWZtrnXVlRUgBCCsrIyOBwOTJo0CfPnzwcA3HfffRg5ciR69erV5PGVTAsAK1aswN69e3HjjTciPz8fn3zyCbKzs2E0GqFUKpGTkwO9Xo/x48fj3Llz+Prrr6HX69G6dWtUV1fj7NmzjabV6XRo06bNJaVVKpWoqqpCWFgYCgsLUVtbC57nYTabGd+ISqWCwWBARUUFnE4nrFYrFAoFiouLwXEczGYzqqqqJGmvxLWjR48GIQTr169HWloa1q9fD5PJdNnv238l/uqlBBm+ceDAAbZk2NRxc9I2du3x48cly5vUDwAQPPcjIyMJIHgq01BDugwqPqbX0rSNXdtU2tTUVAII4YNarZbMmjWLLY96+hYkJiayfVlxtMWVTAvRniblOqB/dPlWnE6hUEj8ROg5z7SXey311+A4jjl/qtVq0rNnT3Z99+7dSXh4OLPngAEDvI6pj0ZwcHCT115KWrPZTAYMGMDyOmbMGHLHHXew/I8ZM4b079+fACDt27cnK1euZOW79tprm0z7R64FwDzgAZCwsDCydOlSVt8pKSlNHl/JtI888ggxmUzklltuIUajkWg0GqJWq4nRaCTJyckEEGL7TSYTi+FPT09nnvg0xPdKpVUoFESlUjFekKCgIMLzPJk7dy4pKSkhGo2GORd26dKFWCwWEhYWRgghJCkpiahUKnL//fd7pb3ca2NjY1nakpIS0q5dO3L//fdf9rv23wp5sP+LII71//LLL8ns2bMlf/TFNHv2bDJixIhGj8X/vpxrW7RowRwLMzIyiMViIVarlQBCDDH1PD558iR7We7fv9/reMCAASQ4OJgAID/99FOj1zaV1mKxEECIdf7oo4/YoEEIISkpKUShUJCEhAR2Ljo6mgwYMIB89NFHhOM4YrFYrmjaUaNGsVBHQghZsmQJs9GRI0fIkiVLSEJCAuF5nsyYMYMkJCSQTZs2EaVSyY55nvdKe7nXchxH8vPz2cdB9+7dSXV1NfPbuOaaa8iIESNYBAb1U/E8BgRComHDhjV57aWkpX4nPM+Tli1bkhEjRpD27dsTtVpNXnzxRdKqVSvSvn17olQq2X45z/Nk1KhR7FxjaZt7LQASGxtLpk+fzgY/lUpFzGYzAUC6detGhgwZwtqkv2P6EZGYmNjktZeSNjMzk6xbt45ER0cTnufJ6tWryYEDBwgAcuONN5Lk5GR2TNspddINCwu7ommpAyodWHU6HVEoFCymnX6c5+XlEZ1OR9555x3JsUKhYNeK017utd9//73keMOGDSQyMvLyXsT/YsiD/V8EsWOQZ4zvP/EvKCiIheScPn2avaRiY2O9joOCgsjmzZslx/6ubSotnanFxsaSkydPsvwQIoRJKhQKEhgYSBwOBwFAXnzxRRIWFsaO6QvsSqalqwEPPfQQaWhoIB999BEBQMaPH08aGhrInj172PHOnTtJixYtCMdx5MCBA5Jznmkv51rPwf5///sfIUTwKOc4jnz77bckOjqaHVM+CM9jAOTJJ5+UpPV3bVNpDQYDCQ0NZe39iSeeINHR0SQ0NJRYrVaydu1aotPpSGhoKDGZTCw8lOM48vzzz7NzjaVt7rUcxxGtVsvSLlq0iBFgAQJjpkKhYCtcXbp08XlMP3p69erV5LVNpVUoFKRTp04sNJfakdp49erVjM0OACurTqcjSqWSledKpaV5o2mjo6MJAEb8Q8tXU1ND4uLiWARMTU0NS0vvJU57udfu3r1bcnzmzBmWRxnNh6x69xchIiICn332GZxOJ5xOJyIjI/HFF1+ACB9cCAkJAcdxIIQgMjKSccz7OhanvZxrTSYTPvvsM/A8D5PJhKNHj2L//v0AgJKSEtxyyy0AgD59+qCmpgYcx2HIkCFexyUlJTh//jx4nmfH/q5tKq3T6WRp+/Xr52VHtVqNqqoq8LzQdENCQlBeXs6Oa2pqrnharVYLhUKBwsJCZGZmMseskpISZGZmQqvVQqlUoqSkBJMnT8Z7770HABg5cqTknGfay7mWEIJjx46B4zgAQGhoKACgvr6eHRcWFrJjuufveQwAiYmJkrT+rm0qbdeuXVFUVARA0BH4+OOPUVhYiD59+iA6OhqLFi1CcnIy+vTpA71eD71ez9I+9dRT7FxjaZt7LSEECQkJLP81NTVIT0/HmTNnAAhOeE6nE5MmTQIA7NmzB1lZWV7HgOBgt2PHjiavbSotx3HYu3cvsrKyYDKZmJ4G5Y7/6quvEBoayo61Wi0AICgoCA6HAyaT6Yqm7du3LxwOBzQaDTZv3gxAEP8ymUzYvHkz0yL46aef0LFjR9x///1QqVTYtWsXu09gYKBX2su9dtKkSdBqtcw/5fjx44iKioKMP4i/4wvj34jBgweTOXPm+D3u06cPm8EOHjyYTJo0iYUAeh6L017OtZ06dSKLFi0iHMeRTp06kffee48cOHCAcJzA9095AqZOncpmIYQQr2NxWs/j5qalqx/0OWL64rZt25KHHnqILS+2aNGCLFu2jCQkJBBCCImJiWEzyyuZ9t1332XnPvroIxIYGEgAYRn/o48+ImFhYWx5XXz89NNP+z13udfSvXq4Vj7i4uJI+/btidFoJBzHkcTERKJSqdixUqmUnKfHgLCHLU7r79qm0j7yyCNEoVCQ3r17k0mTJhFA8INo06YNW80KCAhgLHSUvInu9+v1+ibT/pFrW7ZsSe655x523TfffEMIEWb6eXl5ZMOGDez4k08+Yf1KfOwrrb9rm0o7e/ZsYrFYyMSJE1nMvVarJUFBQcxfJCIiggQHBxO1Wk04jiM9evRgFNkqleqKpg0KCmJtieM4Eh8fT7RaLeuLqampkph+s9nMznXp0oV07tyZ9XFx2su9tlWrVuSll15i9bF+/XoJna6M5kH2xv+LsG3bNlRXV+P666/3ebxhwwYcOHAAM2fOxLZt21BcXIyAgAD06dPH61ic9nKuffLJJ7FlyxbMnj0bO3fuxLZt2/Dpp59i79692LlzJ1599VWcP38eTqcTXbt2xe7du0Gbi/j4ySeflKT1PG5O2j59+mDr1q3sOeLjV199FZs3b4bJZMKbb77pdTxo0CA4HA5s2LDhiqZ97LHHkJ+fjzfffBOA4F39+++/Y+3atUypcN++fejfv7/XcWlpqd9zl3PtM888g4qKCly8eBEXLlxgqosAcOrUKWRlZaGiogIjRozAJ598AoVCgREjRgCA5HjLli3Iz89nx41d21Taw4cPgxCClJQUrFu3DsePH2ce1nTFRq/XM5U1p9MJnU4HjuNQW1sLu90OhULRZNrmXFteXg6VSoXIyEgUFRVh7dq16N+/PwAgISEBe/fuRVBQUJPHVzKtw+HA0qVLsWvXLnTv3h1OpxOff/45Tp8+DYVCAbPZjLy8PPA8jxEjRqCqqgrffvstOI5DamoqnE4nsrOzr1hanucxcuRIdO/eHQsWLEBdXR0GDx6MZ555BhqNhoV11tXVwW63w2g0Sv7tea6p4+ZeK+PKQB7sZciQIUOGjKsc8p69DBkyZMiQcZVDHuxlyJAhQ4aMqxzyYC9DhgwZMmRc5ZAHexkyZMiQIeMqhzzYy5DxF2D+/Plo164dOx4/fjyGDRv2l+cjOzsbHMfhwIEDftPEx8fjhRdeuOR7rlq1Clar9bLzxnEc1q5de9n3kSFDhjfkwV7Gvxbjx48Hx3HgOA4qlQqJiYl4+OGHUV1d/ac/+8UXX8SqVasuKe2lDNAyZMiQ0Rj+WTqLMmT8xbj++uvxzjvvwGazYdu2bZg4cSKqq6uxcuVKr7Q2m82vfGlzYbFYrsh9ZMiQIeNSIM/sZfyrodFomLb57bffjjvuuIMtJdOl97fffhuJiYnQaDQghKC8vByTJk1CaGgozGYzrrnmGhw8eFBy36VLlyIsLAwmkwkTJkxAXV2d5LznMr7T6cSyZcuQnJwMjUaD2NhYLF68GAAY3Wv79u3BcRz69u3LrnvnnXeQlpYGrVaL1NRUvPLKK5Ln7NmzB+3bt4dWq0VmZiajQ24OnnvuObRp0wYGgwExMTH4z3/+g6qqKq90a9euRYsWLaDVajFgwACcP39ecn7dunXo2LEjtFotEhMTsWDBAtjt9mbnR4YMGc2HPNjLkCGCTqeDzWZjx6dOncKaNWvw2WefsWX0G2+8EXl5efj222+xb98+dOjQAddeey1KSkoAAGvWrMG8efOwePFi7N27FxEREV6DsCceffRRLFu2DHPmzMHRo0fx4YcfIiwsDIAwYAPAxo0bkZubi88//xwA8MYbb+Cxxx7D4sWLcezYMSxZsgRz5szBu+++CwCorq7GTTfdhJYtW2Lfvn2YP38+Hn744WbbhOd5LF++HL/99hveffdd/Pjjj4y9kaKmpgaLFy/Gu+++ix07dqCiogKjR49m59evX48777wT999/P44ePYrXXnsNq1atYh80MmTI+JPxN9H0ypDxt2PcuHFk6NCh7Hj37t0kKCiIjBw5khBCyLx584hKpSIFBQUszaZNm4jZbCZ1dXWSeyUlJZHXXnuNEEJIt27dyOTJkyXnu3TpQjIyMnw+u6Kigmg0GvLGG2/4zOeZM2cIIEgEixETE0M+/PBDyW8LFy4k3bp1I4QQ8tprr5HAwEBSXV3Nzq9cudLnvcSIi4sjzz//vN/za9asIUFBQeyYypbu2rWL/Xbs2DECgOzevZsQQkivXr3IkiVLJPd5//33maIeIYIS2xdffOH3uTJkyPjjkPfsZfyr8fXXX8NoNMJut8Nms2Ho0KFYsWIFOx8XF4eQkBB2vG/fPlRVVTGec4ra2lqcPn0aAHDs2DFMnjxZcr5bt25MUcwTx44dQ319Pa699tpLzndhYSHOnz+PCRMm4J577mG/2+125g9w7NgxZGRkMIU4mo/mYvPmzViyZAmOHj2KiooK2O121NXVobq6GgaDAQCgVCqRmZnJrklNTYXVasWxY8fQuXNn7Nu3D7/88otkJu9wOFBXV4eamhpJHmXIkHHlIQ/2Mv7V6NevH1auXMnEUjwd8OhgRuF0OhEREYEtW7Z43euPhp9RCc/mwOl0AhCW8rt06SI5p1AoAICJCV0Ozp49ixtuuAGTJ0/GwoULERgYiO3bt2PChAmS7Q4ATG7X129OpxMLFizA8OHDvdJQqVUZMmT8eZAHexn/ahgMBqYWdyno0KED8vLyoFQqER8f7zNNWloadu3ahbFjx7LfqH63L6SkpECn02HTpk2YOHGi13m1Wg1AmAlThIWFISoqCllZWbjjjjt83rdVq1Z4//33UVtbyz4oGsuHL+zduxd2ux3PPvsseF5w8VmzZo1XOrvdjr1796Jz584ABO3xsrIypKamAhDsdvz48WbZWoYMGVcO8mAvQ0Yz0L9/f3Tr1g3Dhg3DsmXL0LJlS1y8eBHffvsthg0bhszMTEyfPh3jxo1DZmYmevbsiQ8++ABHjhxBYmKiz3tqtVrMmjULM2fOhFqtRo8ePVBYWIgjR45gwoQJCA0NhU6nw/fff4/o6GhotVpYLBbMnz8f999/P8xmMwYNGoT6+nrs3bsXpaWlePDBB3H77bfjsccew4QJE/D4448jOzsbzzzzTLPKm5SUBLvdjhUrVmDw4MHYsWMHXn31Va90KpUK9913H5YvXw6VSoVp06aha9eubPCfO3cubrrpJsTExODWW28Fz/M4dOgQDh8+jEWLFjW/ImTIkNEsyN74MmQ0AxzH4dtvv0Xv3r1x9913o0WLFhg9ejSys7OZ9/yoUaMwd+5czJo1Cx07dsTZs2cxZcqURu87Z84cPPTQQ5g7dy7S0tIwatQoFBQUABD2w5cvX47XXnsNkZGRGDp0KABg4sSJePPNN7Fq1Sq0adMGffr0wapVq1iontFoxLp163D06FG0b98ejz32GJYtW9as8rZr1w7PPfccli1bhtatW+ODDz7Ak08+6ZVOr9dj1qxZuP3229GtWzfodDp8/PHH7PzAgQPx9ddf44cffkCnTp3QtWtXPPfcc4iLi2tWfmTIkPHHIOvZy5AhQ4YMGVc55Jm9DBkyZMiQcZVDHuxlyJAhQ4aMqxzyYC9DhgwZMmRc5ZAHexkyZMiQIeMqhzzYy5AhQ4YMGVc55MFehgwZMmTIuMohD/YyZMiQIUPGVQ55sJchQ4YMGTKucsiDvQwZMmTIkHGVQx7sZciQIUOGjKsc8mAvQ4YMGTJkXOX4P9fAgzaagu1fAAAAAElFTkSuQmCC", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "from sklearn.metrics import confusion_matrix, ConfusionMatrixDisplay\n", - "\n", - "# Get the history object from training\n", - "history = model.fit(x_train, y_train, epochs=5, batch_size=64, validation_data=(x_test, y_test))\n", - "\n", - "# Plot training loss and accuracy\n", - "def plot_training(history):\n", - " epochs = range(1, len(history.history['loss']) + 1)\n", - "\n", - " # Plot Loss\n", - " plt.figure(figsize=(12, 5))\n", - " plt.subplot(1, 2, 1)\n", - " plt.plot(epochs, history.history['loss'], label='Training Loss')\n", - " plt.plot(epochs, history.history['val_loss'], label='Validation Loss')\n", - " plt.title('Loss')\n", - " plt.xlabel('Epochs')\n", - " plt.ylabel('Loss')\n", - " plt.legend()\n", - "\n", - " # Plot Accuracy\n", - " plt.subplot(1, 2, 2)\n", - " plt.plot(epochs, history.history['accuracy'], label='Training Accuracy')\n", - " plt.plot(epochs, history.history['val_accuracy'], label='Validation Accuracy')\n", - " plt.title('Accuracy')\n", - " plt.xlabel('Epochs')\n", - " plt.ylabel('Accuracy')\n", - " plt.legend()\n", - "\n", - " plt.show()\n", - "\n", - "plot_training(history)\n", - "\n", - "# Evaluate on test set\n", - "test_loss, test_accuracy = model.evaluate(x_test, y_test, verbose=2)\n", - "print(f\"Test Loss: {test_loss}\")\n", - "print(f\"Test Accuracy: {test_accuracy}\")\n", - "\n", - "# Generate confusion matrix\n", - "y_pred = model.predict(x_test)\n", - "y_pred_classes = np.argmax(y_pred, axis=1) # Convert probabilities to class labels\n", - "y_true = y_test.flatten() # Flatten y_test to match predictions\n", - "\n", - "# Confusion Matrix\n", - "cm = confusion_matrix(y_true, y_pred_classes)\n", - "disp = ConfusionMatrixDisplay(confusion_matrix=cm, display_labels=np.arange(100))\n", - "disp.plot(cmap=plt.cm.Blues, xticks_rotation='vertical')\n", - "plt.title('Confusion Matrix')\n", - "plt.show()\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "da714e8c-031e-4f76-9fad-2182f0e1f340", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.11" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/static/code/python/kanye-rnn/clean.py b/static/code/python/kanye-rnn/clean.py deleted file mode 100644 index 56b77a08..00000000 --- a/static/code/python/kanye-rnn/clean.py +++ /dev/null @@ -1,15 +0,0 @@ -import re - -# Load raw lyrics -with open("kanye_lyrics.txt", "r") as file: - raw_data = file.read() - - # Clean lyrics - cleaned_data = re.sub(r"\[.*?\]", "", raw_data) # Remove metadata like [Chorus] - cleaned_data = re.sub(r"\s+", " ", cleaned_data) # Replace multiple spaces with one - - # Save cleaned lyrics - with open("cleaned_kanye_lyrics.txt", "w") as file: - file.write(cleaned_data) - - diff --git a/static/code/python/kanye-rnn/data/cleaned_kanye_lyrics.txt b/static/code/python/kanye-rnn/data/cleaned_kanye_lyrics.txt deleted file mode 100644 index f4bc6957..00000000 --- a/static/code/python/kanye-rnn/data/cleaned_kanye_lyrics.txt +++ /dev/null @@ -1 +0,0 @@ -- You know the whole shit So don't ever, in your life, get me confused with some of 'em other niggas that you might see on TV or hear on the radio and such You know what I'm saying? I mean, this is me (You got to...) Relax yourself, or we'll back you down Relax yourself, or we'll back you down Relax yourself, or we'll back you down Relax yourself, or we'll back you down Relax yourself, or we'll back you down All day long, man, we back in town Homie check it out, I got her mesmerized So when your hooker choose Cons, she telling you "bye" Street poetry is how your boy get paid In that brand new Escalade, metallic, black or beige And when I walk up in the club, you know I do not pay Ayo my man Kanyeezy, he got something to say Ayo my name is Kanyeezy from the Roc-A fam Where the Glocks don't jam, so when we prop, them scrams See I showed you on "The Champions" how we get down So don't twist your lips up like Bobby Brown You got B2K all on your bedroom wall But if you be with Kan', I'm gonna work your walls Straight from the South Side of the Chi-Town streets The top three in the game, with these here beats And if you talk about him, ayo I take you out Either with the nine, or the Tecs in his mouth And if that dime getting friendly then the orgy's at eight But y'all niggas don't shine, so you couldn't relate Relax yourself, or we'll back you down (You couldn't relate) Relax yourself, or we'll back you down (Yo, 'Quence?) (You couldn't relate) Relax yourself, or we'll back you down So relax yourself, or we'll back you down Relax yourself, or we'll back you down Relax yourself, or we'll back you down 'Quence was out the game, now he's back to ball Drive you insane, drop a tat at the mall You staring at my rose-gold way too long But I ain't scared to ride, that's why I wear Teflon I took her on the ave' and she expect me to trip But I made her window shop while I bought me some kicks So if you want the drama, holler at your boy Original rude boy like Pastor Troy The G-500 is my favorite toy They say, "He don't look like a thug or a hood" "But he keep them gorillas, so he still be good" By the way my name is K, don't forget the A And the N-Y-E, out in N.Y.C I'mma still rep the gold, no matter where I go Everybody say I'm hot, I'm saying I'm cold Hate when niggas leave the city and switch up they raps On the real homie, I don't get down like that I'mma milk the game, 'til we all can eat Now the Chocolate Factory is what I bump in my jeep So roll me up a L, but don't lace it with leak 'Cause that shit'll have me zoning for a couple of weeks Now your momma told you let the cleavage show 'Cause that's the best way to get a nigga with dough They'll fake a pregnancy, then call the attorney up But she ain't know I'm cheaper than IKEA furniture Kanye, White, Malik, Little and D Menace, Skates to Lou and the Puffs from L.B They know that Consequence be wearing gold and ice Cause I got out the projects, where it's flooded with mice Eh shorty, let me tell you 'bout the rules of my nights It seems I always keep it moving, I don't hit nothing twice So relax yourself, or we'll back you down (Don't hit nothing twice) Relax yourself, or we'll back you down (Don't hit nothing twice) Relax yourself, or we'll back you down So relax yourself, or we'll back you down (Kon Man Produc'!) Relax yourself, or we'll back you down (Yeah! yeah!) Relax yourself, or we'll back you down (It's the ROC!) Relax yourself, or we'll back you down (Uh) Relax yourself, or we'll back you down (Yeah) Relax yourself, or we'll back you down (Uh huh) Relax yourself, or we'll back you down Aw, damn, Kon Man, we back in town (We back in town) Relax yourself, or we'll back you down (We back in town) Relax yourself, or we'll back you down (We back in town) Relax yourself, or we'll back you down (We back in town) Relax yourself, or we'll back you down (We back in town) Relax yourself, or we'll back you down (Queens and Chi' Town) Relax yourself, or we'll back you down / Twelve thousand acres Twelve and I made it And he finally made it I can watch the Lakers I can buy the Lakers Say the line to Lagos And I got two lakes We can buy the Lakers "I'm lovin' it" McDonald's saying when I become the president of the government I remember Future told me I'll be a billionaire off the Yeezys Damn that boy never lie, that was on a Old , put a whole Christian school, I'm making donations I'm making , I make a donation I got , got up out the land Got a land, get the upper hand Got up outta land, get the upper hand What saying? I can't hear what they saying I can't hear what he saying, I can't hear you saying I'm on top of the mountain, I'm on top of the Raptor All that rapper, I can't hear what he saying Twelve thousand acres Got up outta land, get the upper hand Feeling like the man And I know Jesus Christ, till He rose again Twelve thousand acres Had to buy the land, get the upper hand Twelve thousand acres Had to buy the land, had to buy the land I had three hundred acres in the California, aye I had They won't , they gon' tell up on I said "you can keep this , I'ma , oh" Didn't wanna , highschool This is so highschool This is so This is so immature This is so in the score I got son in the sure , yeah, I'm sure I endure Everything that I endure Nigga, Twelve thousand acres Had to buy the land, get the upper hand Get the upper hand This next guest.. is my man Bringing him back, its a pleasure to have him here Please give it for my brother Kanye.. West Uh.. Let me start by.. Thanking you know.. for allowing me to come back because this is one of the important days in the year to me... next to y'know Christmas, my mother's birthday and my birthday y'know Now here goes the story... My momma calls me and she says "Baby, I'm down in Miami and they playin' your song all day long. You making a lot of money right now. So when you on the tour I know there's gonna be lot of girls out there tryna throw you their pussy" (haha) I mean that's how my momma talks with me She says "Baby, imma want you to put on three rubbers cause I don't want no girl out there fucking up our money Eighteen years, eighteen years She got one of your kids, got you for eighteen years I know a nigga payin' child support for one of his kids His baby mama car and crib is bigger than his You will see him on TV any given Sunday Win the Super Bowl and drive off in a Hyundai She was supposed to buy your shorty Tyco with your money She went to the doctor, got lipo with your money She walkin' around lookin' like Michael with your money Should've got that insured, Geico for your money If you ain't no punk Holla, "We want prenup! We want prenup!" (Yeah!) It's somethin' that you need to have ‘Cause when she leave yo' ass, she gon' leave with half Eighteen years, eighteen years She got one of your kids, got you for eighteen years And on the 18th birthday he found out it wasn't his! Maaan! he killed that bitch, they gave him 25 years, 25 years Yeah, yeah, yeah, yeah, yeah, yeah, yeah, yeah.. Yo it's the Lake Shore Drive Keep it live, tight, raw You better hurry up, they can't keep it in the store To be the format, your whole style on one beat Insert the disk, watch a nigga press delete Tryna flex your technique You gettin' blasted with a TEC, that shit is mad ironic Like Alanis Morisette, you try but can't jet Bunch of airline lyrics, rhymes for low fare Flyin' out of O'Hare While these no-name ass niggas wanna go there, nobodies Livin' three blocks from nowhere, down the street from nothin' Let me show these niggas somethin', visual aid, the page And the nigga who fronted, word to God, they don't want it But they wanna play the role, actin' hardcore Watch the whole career, flow, my style is too cold Always, forever like Luther, but it ain't original Because I stole it from the future, now I'm wanted in three centuries The verbal killin', ask me where I got the style Told 'em from my grandchildren, put it on files Document it in the books You niggas can't see me so cease the hard looks I'll rather it get took Live and die for rhymes, dedicated to hip-hop Shit don't stop Niggas they wanna know what and who's next And you roll up in a Lex That's the train stop, my brain drop mad lyrics I rhyme with the spirit off the top, I drop nonstop Verbally killin', my style is ready to willin' Y'all niggas stay back chillin' Like EPMD y'all niggas ain't seein' me, what We're enormous, nah, do or die I got the rhymes on the brain They tried to bomb me on the plane so I rode the train Before I got here, spawned here I'm 'bout to save this shit, yo it's my year, what!? Bring it on, pass it to my man Tariq Rock the mic all week I told her to drive over after dude crib Bring a couple new friends Them last girls was too thick How you expect me to hit? You wanna watch Clueless I wanna watch Foolish Excuse me, miss, I don't appreciate your rudeness But if you strip, I will appreciate your nudeness I heard the best head come from girls that is toothless Yeah my game ruthless, yeah my car roofless Spit that "Through The Wire" over Chaka Khan and Rufus She said she had a friend look like Janet Jackson That bitch came over lookin' more like Freddie Jackson Nah, nah, nah, baby, won't be no time for no action I'm just gon' play this "Slow Jamz," holla at your man, man... Old school like Melle Mel Or we could go to the D where Dwelle dwell Or DC, PG, or ATL Back in Chi, I mean my life like a magazine Honey wanna know the details about my ebony Well that's XXL Far as the penthouse, yeah that's upscale Mademoiselle got a hell of a black tail I'm feelin' her vibe, her body and soul I heard you stay in a metropolitan home Well let's kill all the pollyin', I offer you a Cosmopolitan Let's jet out the club, get some oxygen Your friends say I'm a player, you'd be lucky to keep me You know people gon' be talkin' 'bout us weekly My car be in a Robb Re- P-O-R-T but what's more important to me is that Don't be comin' 'round my girl tryna act like Mr. Friendly And steal the spotlight like Mr. Bentley I spotted her like Spud McKenzie And for them fake boobies, I paid them Benjis Get your own I got Paris, he got Nicky, he tried to get him a clone He said, "Ye, you know you got extra hoes And everything you do is extra cold" From the Polo fleece to the Jesus piece I got family in high places like Jesus niece Can I please say my peace? If y'all fresh to death then I'm deceased And this one here is a heat rock, spit like a beatbox The way the beat rocks, new version of Pete Rock But for that Benz I get CL love So I switched my girls around like 3L dub My favorite girl wanna leave me just because I got a girlfriend My freak girl told me now she's a Christian My white girl wanna move back to Michigan I'm pullin' girls off the bench like a 6th man I'm in the club pullin' the same old two step While Omegas doin' the same old Q step I had my money on my mind, I was thinkin' green She a pledge, AKA, she was pink and green I want a good girl, she want a gentleman We sayin' the same thing like a synonym I wasn't really spittin' game, I was scrimmagin' My penmanship is so hard it needs censorship I'm a Chicagoan 'til Chicago wins 'Til we blow like Chicago wind I don't know what's better, gettin' laid or gettin' paid I just know when I'm gettin' one the other's gettin' away I have to say, we goin' to mass today We have to pray, these niggas is wack and aye I have to say Since Pac passed away Most these niggas don't even deserve a track from me First of all, let's get rid of them Louis Vuitton boots And get your tall ass out that C-Class coupe You see the whiskey, had them girls feelin' frisky You was with me, she said, "Who's the sissy?" And even if they wanna get busy And freaky like Missy and roll some weed up You'll roll 3 blunts and fuck up 3 blunts Mothafucka you would fuck up a free lunch Dawg, keep it right thurr like Chingy Your girl don't like me? How long has she been gay? Spanish girls ask me, "No habla ingles" And everybody wanna run to me 'fore they sin-glay It's funny how these wack niggas need my help Wasn't around when I couldn't feed myself Dawg if I was you I wouldn't feel myself Dawg if I was you I'd kill myself That Ethiopian chick drinkin' straight up liquor I told her I'm Nigerian, that's straight up nigga She claimed she ain't hear me on "The Bounce" with Jigga She claimed she ain't see me on the basement with Tigga Them both my niggas, so I suppose I might have been doin' a lil' frontin' for the hoes When I flip flows, I rip shows Seen your girlfriends, can I hit those? I don't know if it's me, or do them Uggs Got girl's feets lookin' like sheepskin rugs Some rhyme with her name, some rhyme nameless Don't try to treat me like I ain't famous My apologies, are you into astrology? Cause umm... I'm tryna make it to your anus See that's a little Don Juan game All across your chest like Sean John's name Niggas tryna figure out since Kan' came Who the rookie of the year: me or LeBron James? They said, "Woah don't get caught up in the hype" Ain't no tellin' they gon' love you after tonight Well if tonight's the night, pop bottles, fuck models Spend money 'til you're broke, my nigga, live your life Cause I'm livin' international, nigga, the American dream All my dawgs is livin' vicariously through me If I get head from Trin', that's one for the team Cause 702, that's one for the crew My dawg Hip-Hop really love Claudette So if I ever get to smash, this fuck's for you I can barely drive the G5 down King Drive Cause like a Brinks truck, they know there's money inside I'ma take a little intermission I'ma let y'all just talk about how good I rap for a minute and I'ma come back So I dropped out of school cause I'm tryna eff the tutor Her ex man drove a Mercury Cougar I hit her with this maneuver, he just couldn't recuper' I'm tryna stab one like Jack The Ripper I'm tryna stab two like Jack The Tripper My nigga Tone been locked for a minute He come home, he from the skreets, he gon' want him some skrippers And I'm a big tipper, I don't even be trippin' This my first real Rolex, it don't even be tickin' This my first pair of earrings I can wear in the shower Without 'em cloudin' up in a half an hour So that basically mean my paper gettin' mean 4 Gs in the Rocawear jeans This top red hot like Anthony Kiedis You see this? These are the sweetest Adidas We fire, y'all retire All ugly people, please be quiet Hov ain't get a beat from me in a minute He heard "Just to Get By" and I was re-hired I got a track right now that could save Mya Laughs I do though... October 19 2013 Seattle, WA Key Arena*# October 20 2013 Vancouver, B.C. Pepsi Live at Rogers Arena*# October 22 2013 San Jose, CA SAP Center*# October 23 2013 Oakland, CA Oracle Arena*# October 25 2013 Las Vegas, NV MGM Grand Garden Arena*^ October 26 2013 Los Angeles, CA Staples Center*# October 28 2013 Los Angeles Staples Center November 01 2013 Salt Lake City, UT Energy Solutions Arena*# November 03 2013 Denver, CO Pepsi Center*# November 05 2013 Minneapolis, MN Target Center*# November 07 2013 Chicago, IL United Center*# November 10 2013 Detroit, MI Palace of Auburn Hills*# November 12 2013 Toronto, ONT. Air Canada Centre*# November 14 2013 Montreal, QUE. Bell Centre# November 16 2013 Philadelphia, PA Wells Fargo Center*# November 17 2013 Boston, MA TD Garden*# November 19 2013 Brooklyn, NY Barclays Center*^ November 21 2013 Washington, DC Verizon Center# November 23 2013 New York, NY Madison Square Garden*^ November 29 2013 Miami, FL American Airlines Arena*# November 30 2013 Tampa, FL Tampa Bay Times Forum^ December 01 2013 Atlanta, GA Philips Arena# December 06 2013 Dallas, TX American Airlines Center# December 07 2013 Houston, TX Toyota Center# # WITH KENDRICK LAMAR ^ SPECIAL GUEST TO BE ANNOUNCED TICKETS WITH* ON SALE FRIDAY 9 13 13 February 13 2014 University Park, PA, Bryce Jordan Center February 14 2014 Baltimore, MD, Baltimore Arena February 15 2014 Newark, NJ, Prudential Center February 17 2014 Montreal, Quebec, Bell Centre February 18 2014 Hamilton, Ontario, Copps Coliseum February 19 2014 Albany, NY, Times Union Center February 21 2014 Uncasville, CT, Mohegan Sun Arena February 22 2014 Atlantic City, NJ, Boardwalk Hall February 23 2014 Uniondale, NY, Nassau Coliseum Well seeing that, I think I, maybe for one of the first times in my life, I understand how it is to feel humbled. I want to say some "thank you"s really quick. Thank God for Stephen Hill, who is so sincerely good at exactly what he does and gives so much and doesn't care about what Ghost somebody's driving or how big somebody's house is and brings the most awesome collection of classic, current, and futuristic black music every day. So, make some noise for Stephen Hill to start this So, since this is pre-taped and the fact that Adam Blackstone used to be my music director, I'm pretty sure he's not gonna start the music on me. If I go Chicago for a second, you know it was interesting when I went and visited Minister Louis Farrakhan, and I just really wanted to expand so much more on the things that I had been talking about over the past couple years. And it was interesting or groundbreaking and really special for me to see his reaction and his expression about my relationship with a woman not of color, and for us to focus on the idea of love and not the idea of separation. You know, at the barbershop and everything, I used to hear people talking about, "You know when an entertainer get on, of course you know he gon' go and get a white girl and buy her all this... and the white girl gon' go and get a rich black dude." But I want to say that my wife has dated broke black dudes. So it ain't got nothing to do with the money And it takes me back to a story that she told me where her father, Robert Kardashian, walked out, and on the side of his Bentley, they wrote "Nigga lover" because Robert Kardashian was the genius that put together the defense team that got O.J. off. She had never seen her father curse, get mad, he was the most laid back human being. And he went so crazy and tried to chase the people down, and she sat there crying and said, "Dad why you going so crazy?" He said to her, "One day you may have a black child. A beautiful, beautiful, beautiful black child. And it's gonna be hard, you're gonna see how hard it is." So, true enough, we deal with racism because there are different races, or the micro of it is that we focus on the different races, as opposed to the macro, which is the human race. The bit of soundbytes that everyone loved from last year that got taken out of context or misunderstood did come from a place of saying part of the reason why I'm not allowed to be empowered is because of race, because of people's perception of celebrity, because all they want to present to young black men is the idea of making it to the league or making it to be a rapper, but not the idea of becoming an owner. And they would do anything they can to make it seem like a truthful idea is a stupid idea or a crazy idea Harriet Tubman said she could have freed so many more, and I'm sorry mom if that was incorrect English. Harriet Tubman could have freed more if they only knew they weren't free. So don't think that because we can afford this custom Balmain suit that we're free. And don't think that because we can buy a $300,000 car that we're free. And don't think that because it's 3% of a gated community that has colored people in it that we're free. It's the mentality, the slave mentality, where we all eventually become slaves to that car. Slaves to the perception. Slaves to the idea of being cool I thought it was so appropriate the way Wayne Brady kicked his whole shit off tonight. For us to express ourselves. Our power, our oil, since we don't own any oil. Our oil is our expression, is our influence. Don't never let them take that away. And when we have the chance to express it and influence, don't only do it for us, do it for the human race I am Kanye West, and that feels really great, especially to say this year. I came here to present my new video, but before that, I'ma talk. Now... Later tonight, "Famous" might lose to Beyoncé, but I can't be mad—I'm always wishing for Beyoncé to win, so, you know! But for people to understand just how blessed we are. It was an expression of our now. Our fame right now. Us on the inside of the TV. You know, just to put... the audacity to put Anna Wintour right next to Donald Trump... I mean, like, I put Ray J in there, bruh! This is fame, bro! Like... I see you, Amber! My wife is a G, not a lot of people's wives would let 'em say that! We came over in the same boat, now we all in the same bed. Well... maybe different boats, but you know. If you think about it, last week, it was 22 people murdered in Chicago. You know, like, people come to me like, "Man, that's right! Tell Taylor to..." Bro, like, I love all y'all! That's why I called her! So, I was speaking at the Art Institute last year and one kid came up to me and said, "Three of my friends died and I don't know if I'm gonna be the next." And it has to... you know, you have to think like, you know when you're a senior and it's like the last month and you just don't feel like doing anymore work? If you feel like you're seeing people dying right next to you, you might feel like what's the point? You know, like, life could be, like, start to feel worthless in a way. I know times for me, I sit down and talk to older, rich people, you know -- aka white -- and uh, they tell me, "Don't compare yourself to Steve Jobs, don't compare yourself to Walt Disney." And my friend Sekaya told me -- ayy, bruh, bruh! They tell me, "Don't compare yourself to these people," right? My friend Sekaya told me it's three keys to keeping people impoverished: taking away their esteem, taking away their resources, and taking away their role models. My role models are Artists Merchants. It's less than 10 I can name in history. Truman, Ford, Hughes, Disney, Jobs, West (Audience cheer) Bro! Broooo! Tonight, we're here to have fun. I'm standing in front of my idol, Puff Daddy. I'm standing in front of my wife, Kim Kardashian West. I'm standing in front of the future, Chance The Rapper, 2 Chainz, Jaden Smith. Bro! We are undeniably the influence, the thought leaders. I'm gonna play y'all a piece of my art and I hope y'all have a good time Dear God, make it alright Only You can make it alright Dear Lord, make it alright Nothing else ever feels right Dear God, make it alright Nothing else ever feels right Na-na-na, nothing else ever feels right Exhausted Never the right time to go —Right time to go Never the right time to go God loves you Love when He choose your steps Gotta make it right 'fore you left Gotta make it right before you— Everybody wanna feel likе Everything gon' be right New mе over the old me Let it out, let it all out God, please set it alright Make it right, now that feels right Nothing else ever feels right Nothing else ever feels right Save me, yeah, make it alright Bow our heads 'cause it's alright, alright, mm-mm Twenty-four hours Twenty-four candles Twenty-four hours Yeah, yeah Yeah, yeah, yeah, yeah, yeah Throw our hands up in the sky Yes, Lord, we put 'em high Yeah, yeah Yeah, yeah Yeah, know you're alive and God's not finished Know you're alive and God's not finished I know you're alive, God's not finished I know you're alive and God's not— The Devil's a lie, but now he finished Devil's a lie and now he fin— Devil's a lie and now he finished Throw our hands up in the sky Yes, Lord, we wave 'em high We gonna be okay, we gonna be okay We gonna be okay, we gonna be okay We gonna be okay, we gonna be okay God's not finished, God's not finished God's not finished, God's not finished God's not finished, God's not finished God's not finished, God's not finished Know we gon' be okay, we gonna be okay We gonna be okay, we gonna be okay God's not finished, God's not finished God's not finished, we gonna be okay Throw our hands up in the sky Yes, Lord, we wave 'em high Mm-mm-mm, mm-mm All my people out the trenches Lift us up, make us alright The devil can't stand the presence I stand with God, He got leverage Throw our hands in the sky Yes Lord, we wave them high Exhausted It's never the right time to go I had to think twice before I move Stand on my ground, won't break my move Choose puddles Be careful when you choose your steps Gotta make it right before you left Gotta make it right before you left Exhausted It's never the right time to go I had to think twice before I move Stand on my ground, won't break my move Choose puddles Be careful when you choose your steps Gotta make it right before you left Gotta make it right before you left Everybody wanna feel like Everything gon' be right New me over the old me Let it out, let it all out I can't help feelin' alright Lord please make it alright Forgive us all, make it alright Surround us all, make it alright Dear God make it alright Only You can make it alright Dear Lord make it alright Nothing else ever feels right Dear God make it alright Nothing else ever feels right, na-na-na Nothing else ever feels right Save me, yeah Make it alright Bow our heads cause it's alright, alright, mm-mm Twenty-four hours Twenty-four candles Twenty-four hours Yeah, yeah Yeah, yeah, yeah, yeah, yeah (Kanye) Throw our hands up in the sky (Buju Banton) Yes, Lord, we put 'em high Yeah, yeah (Realest one) Yeah, yeah For the ones we have lost and the ones on the cross , future-proof boss Time may not be right, but God is the boss and all Find out we on The last one great, and those who remain We on the wisdom, we won't feel the same We rise up from the ambush and pain Change the cuisine so we won't leave no baby Higher baby From negative thoughts, we refrain He is Buju Banton, we are done with play My God, my Jehovah Jireh, my provider People listen, what a vision Wonderful vision, what a vision Pray we listen, pray we listen Washed us in blood, pessimism He died for them, but He risen Behold the lamb, we are in denial Then I took the test, but I jumped the trial This is the jam, like Teddy Jam In Onyx’s land, George Michael sayin' "Lend me your ear," like she Van Gogh She like the old Ye, that finito Washed us in blood, pessimism He died for them, but He risen Wonderful vision, what a vision Pray we listen, pray we listen All my people out the trenches Lift us up, make us alright The devil can't stand the presence I stand with God and I got leverage Throw our hands up in the sky Yes Lord, we wave them high True religion, hey, true religion, no Run it up, gotta screw the system, no Run it up, gotta feed the children, no Run it up, but it's not a crescendo, no Callin' It Make me dome my way Oh-na-na, tryna find my way When I lost someone else, I done lost my way when we walk, oh Cross 'em up hard, that's my wardrobe Prayin' to the Lord when I'm dyin' on my knees, screamin' up "Where we all go?" Hearin' at the top through my lungs and the glass with the cargo All my people out the trenches Lift us up, make us alright The devil can't stand the presence I stand with God, He got leverage Throw our hands in the sky Yes Lord, we wave them high Yeah, yeah, yeah Yeah yeah yeah, yeah yeah Throw our hands up in the sky Yes Lord, we put 'em high Yeah, yeah All my people out the trenches Lift us up, make us alright The devil can't stand your presence Stand with God and I got leverage Throw our hands up in the sky Yes Lord, we wave 'em high Exhausted, it’s never the right time to go I had to think twice before I moved Standing my ground won’t break my mood Choose puddles, be careful when you choose your steps Gotta make it right before your left Gotta make it right before your left Exhausted, it’s never the right time go I had to think twice before I moved Standing my ground won’t break my mood Choose puddles, be careful when you choose your steps Gotta make a right before your left Gotta make a right before your left Everybody wanna feel like Everything gon' be right New me over the old me Let it out, let it all out I can't help not feeling alright Lord please make it alright Forgive us all make it alright Surround us all make it alright Dear God, make it alright Only You can make it alright Dear Lord, make it alright Nothing else ever feels right Dear God, make it alright Nothing else ever feels right Na-na-na, nothing else ever feels right Save me yeah, make it alright Bow our heads because it's alright Alright, mmm, mmm, mmm 24 hours, 24 candles, 24 hours Yeah, yeah, yeah Yeah, yeah, yeah, yeah, yeah Throw our hands up in the sky Yes Lord, we put ‘em high, yeah, yeah My God, my Jehovah Jireh, my provider People listen, what a vision Wonderful vision, what a vision Pray we listen, pray we listen Washed us in blood, pessimism He died for them, but He risen Behold the lamb, we are in denial Then I took the test, but I jumped the trial This is the jam, like Teddy Jam In Onyx’s land, George Michael sayin' "Lend me your ear," like she Van Gogh She like the old Ye, that finito Washed us in blood, pessimism He died for them, but He risen Wonderful vision, what a vision Pray we listen, pray we listen All my people out the trenches Lift us up, make us alright The devil can't stand your presence Stand with God and I got leverage Throw our hands up in the sky Yes Lord, we wave 'em high Exhausted Mmm, mmm, mmm Mmm, mmm, mmm Mmm, mmm, mmm Mmm, mmm, mmm Mmm, mmm, mmm All my people out the trenches Lift us up, make us alright The devil can't stand your presence Stand with God and I got leverage Throw our hands up in the sky Yes Lord, we wave 'em high Exhausted, it’s never the right time to go I had to think twice before I moved Standing my ground won’t break my mood Choose puddles, be careful when you choose your steps Gotta make it right before your left Gotta make it right before your left Exhausted, it’s never the right time go I had to think twice before I moved Standing my ground won’t break my mood Choose puddles, be careful when you choose your steps Gotta make a right before your left Gotta make a right before your left Everybody wanna feel like Everything gon be right New me over the old me Let it out, let it all out I can't help not feeling alright Lord please make it alright Forgive us all make it alright Surround us all make it alright Dear God, make it alright Only You can make it alright Dear Lord, make it alright Nothing else ever feels right Dear God, make it alright Nothing else ever feels right Na-na-na, nothing else ever feels right Save me yeah, make it alright Bow our heads because it's alright Alright, mmm, mmm, mmm 24 hours, 24 candles, 24 hours Yeah, yeah, yeah Yeah, yeah, yeah, yeah, yeah Throw our hands up in the sky Yes Lord, we put ‘em high, yeah, yeah My God, my Jehovah Jireh, my provider People listen, what a vision Wonderful vision, what a vision Pray we listen, pray we listen Washed us in blood, pessimism He died for them, but He risen Behold the lamb, we are in denial Then I took the test, but I jumped the trial This is the jam, like Teddy Jam In Onyx’s land, George Michael sayin' "Lend me your ear," like she Van Gogh She like the old Ye, that finito Washed us in blood, pessimism He died for them, but He risen Wonderful vision, what a vision Pray we listen, pray we listen All my people out the trenches Lift us up, make us alright The devil can't stand your presence Stand with God and I got leverage Throw our hands up in the sky Yes Lord, we wave 'em high Dear lord make it alright Nothing else ever feels right Dear god make it alright Nothing else ever feels right Nah nah nah Nothing else ever feels right Exhausted, never the right time to go Gotta get the right time to go Never the right time to go God loves you Love when he choose your steps Gotta make it right 'fore you left Gotta make it right before you— Everybody wanna feel like Evеrything gon' be right New me ovеr the old me Let it out, let it all out God, please set it alright Make it right, now that feels right Nothing else ever feels right Nothing else ever feels ri— Save me, yeah, make it alright Bow our heads 'cause it's alright, alright, mm-mm Twenty-four hours Twenty-four candles Twenty-four hours Yeah, yeah Yeah, yeah, yeah, yeah, yeah Throw our hands up in the sky Yes, Lord, we put 'em high We know we gonna be okay We only one breath away Yeah, yeah (My God) We only one breath away We know we gonna be okay Yeah, yeah (My God) Yeah, know you're alive and God's not finished Know you're alive and God's not finished I know you're alive, God's not finished I know you're alive and God's not— The Devil's a lie, but now he finished Devil's a lie and now he finished Devil's a lie and now he finished Devil's a lie and now he finished Be okay I know you don't wanna be here sometimes We gonna be okay, We gonna be okay We gonna be okay, We gonna be okay We gonna be okay, We gonna be okay We gonna be okay, We gonna be okay We gonna be okay, We gonna be okay We gonna be okay, We gonna be okay We gonna be okay. We gonna be okay We gonna be okay, We gonna be okay God's not finished. God's not finished God's not finished, God's not finished God's not finished, God's not finished God's not finished, God's not finished Now we gonna be okay, We gonna be okay We gonna be okay, We gonna be okay God's not finished. God's not finished God's not finished Throw our hands up in the sky Yes, Lord, we wave 'em high Yeah, know you're alive and God's not finished Know you're alive and God's not finished I know you're alive, God's not finished I know you're alive and God's not— The Devil's a lie, but now he finished Devil's a lie and now he finished Devil's a lie and now he finished Devil's a lie and now he finished Be okay I know you don't wanna be here sometimes We gonna be okay, We gonna be okay We gonna be okay, We gonna be okay We gonna be okay, We gonna be okay We gonna be okay, We gonna be okay We gonna be okay, We gonna be okay We gonna be okay, We gonna be okay We gonna be okay. We gonna be okay We gonna be okay, We gonna be okay We gonna be okay, We gonna be okay We gonna be okay, We gonna be okay We gonna be okay, We gonna be okay We gonna be okay, We gonna be okay We gonna be okay, We gonna be okay We gonna be okay, We gonna be okay We gonna be okay, We gonna be okay We gonna be okay, We gonna be okay God's not finished. God's not finished God's not finished, God's not finished God's not finished, God's not finished God's not finished, God's not finished Now we gonna be okay, we gonna be okay We gonna be okay, we gonna be okay God's not finished, God's not finished God's not finished Throw our hands up in the sky Yes, Lord, we wave 'em high Exhausted, mmm, mmm, mmm, mmm Mmm, mmm, mmm, mmm Mm-mm-mm, mm-mm, mm Mm-mm-mm, mm-mm, mm Mm-mm-mm, mm-mm, mm Mm-mm-mm, mm-mm, mm Mm-mm-mm, mm-mm, mm Mm-mm-mm, mm-mm, mm Now that it’s time to leave Come home with me (Come home, come home) (Come home, come home) I got just what you need So, come home with me (Come home, come home) (Come home, come home) And this time to leave I got just what you need *harmonizing* I wouldn’t bring Just being a freak for me Lend me an answer, let me Now that it’s time to leave Come home with me (Come home, come home) Baby, baby (Come home, come home) I got just what you need So, come home with me (Come home, come home) (Come home, come home) Now that it’s time to leave Come home with me (Come home, come home) (Come home, come home) I got just what you need So, come home with me (Come home, come home) (Come home, come home) Now that we’re ‘bout to leave Come home with me (Come home, come home) (Come home, come home) I got just what you need So, come home with me (Come home, come home) (Come home, come home) Now that we’re ‘bout to leave Come home with me (Come home, come home) (Come home, come home) I got just what you need So, come home with me (Come home, come home) (Come home, come home) Now that we’re ‘bout to leave Come home with me (Come home, come home) (Come home, come home) I got just what you need So, come home with me (Come home, come home) (Come home, come home) Baby lion goes Where the islands go You say you never saw this comin', well, you're not alone Million dollar renovations to a happy home My ex says she gave me the best years of her life I saw a recent picture of her, I guess she was right I wake up, assessin' the damages Checkin' MediaTakeOut Pictures of me drunk walkin' out with a bitch But it's blurry enough to get the fake out I wake up, all veggies no eggs I hit the gym, all chest no legs Yep, then I made myself a smoothie Yeah, then me and wifey make a movie Chicago, St. Louis, St. Louis to Chicago Ándale, ándale E.I, E.I, uh-oh You had me drivin' far enough to switch the time zone You was the best of all time at the time, though Yeah, you wasn't mine, though But I still drove thirty hours And I, I still drove thirty hours to you, yeah I remember rappin' for Jay and Cam Young producer just trying to get his flows off I remember being nervous to do Victoria's Secret 'Til I pictured everybody with they clothes off Expedition was Eddie Bauer edition I'm drivin' with no winter tires in December Skrrt, skrrt, skrrt, like a private school for women Then I get there and all the Popeye's is finished, girl You don't love me, you just pretendin' I need a happy beginnin', middle and endin' Chicago, St. Louis, St. Louis to Chicago It's gettin' hot in here, that's all that I know Got a hotel room, three stars for you You call down for an omelet, girl, it's 5 in the morning You realize we at the DoubleTree, not the Aria Only thing open is Waffle House, girl, don't start with me I used the Western Union for you like it's no prob' 'Cause you was in college complainin' 'bout it's no jobs But you were suckin' a nigga dick the whole time Well, I guess a blowjob's better than no job And I drove back thirty hours, uh Where the main ties onto the sail Better on sighting For astern, oh 3 Stacks, can you help me out? Thirty hours Yeah, this type of shit you just ride out to Thirty hours Thirty hours I just be like, it was my idea to have an open relationship Now a nigga mad Now I'm 'bout to drive ninety miles like Matt Barnes to kill Thirty hours Just to kill Just to Just to I'm about to drive ninety Ninety miles like Matt Barnes just to whoop a nigga ass It was my idea and now a nigga (Thirty hours) Now a nigga mad, now a nigga, uh A stunna Whoop him after school just to show I got class Duh-duh-duh-duh-duh-duh-duh-duh Duh-duh with you, yeah (Thirty hours) You know what I'm sayin'? Drop some shit like that Ayy, ayy, ayy-ayy, ayy, uh Whoop him after school just to Thirty hours Whoop him after school just to show I got class Uh, igh, uh, uh, 3 Stacks Thirty hours Just ride out to that, uh Check it out: this the bonus track, this the bonus Thirty hours My favorite albums used to have like bonus joints like this That's why they kick it off like this Yeah, just did that Madison Square Garden Thirty hours Had to put the flyest nigga on this shit, ayy, ayy The pyramids shall rise Thirty hours Look at these ultralight beams flowin' For all the moms, the dads, the kids, the families that shared this moment with us Let's rock out for 'bout Thirty hours You know, ayy, you know Ayy, you know, ayy, you know Thirty hours Whole design team, Yeezy team, music team, ayy Remember when the whole block'd get shout out? This my version of a shout-out track Thirty hours Let that mothafucka rock, let that, let that, yeah To my brother Yasiin, holding it down in Africa Thirty hours To my family: thank you for holding me down The media be acting like Thirty hours That's Gabe calling Yo, Gabe I'm just doing a— I'm just doing an adlib track right now What's up? Thirty hours Thirty hours Don't go over, I'll be the light I'll be zonin', I'll be on a on a on tonight I want some, don't try me, I'll set this bitch on fire Told the chauffeur, won't you shut the fuck up and drive? Told my mama, I don't need your fucking advice Told my daddy, I would go from over, so I Since then I have never felt so alive Help me out Help me out... Tell me now I know, hey, hey, hey They want to tear me down Paper thin, paper thin Writing letters for the class paper thin, paper thin ...if you ask it be Paper thin opinions Followers, minions Now let's begin Paper thin love, you're my love You're my, I tear you down Aw you're my paper thin love I'm gonna write you up just to tear you down You're my, you're my paper thin love I'm gonna write you up, just to tear you down You're my, you're my Paper thin love I'm gonna write you up, to tear you down Follow the rules of society First one, constitutionally, prostitutionally Can't do with me What are you doing to me What are we doing to free our mind from the All the lies and the I'm floating I'm swimming in this motherfucker Who knew that the kid that made Otis Would lead POTUS and make FLOTUS From the bias, won't deny us All the bias, can't deny us Paper thin love I write you up just to tear you down I can't deny you, you're my Paper thin love I write you up, to tear you down You're my paper thin love I write you up just to tear you down Tell em Extra, extra, extra sauce Extra floss, I'm extra boss I got the... Celebrity prices I pay the extra cost Everybody trying to get what they can get The most out of it ...Uh, but I can't even be mad at it I'm a product of the enviroment I've been fulfilling the requirements I'm anything you desire ...Cause, employees be like 3 seconds I'm 3 seconds away from firing them Hey, hey, hey You're my paper love I write it down, gonna tear you down I can't lie, you're my paper love I write you up just to tear you down I can't deny it You're my paper thin love I write you up, to tear you down Paper love I write you up just to tear you down Lemme catch the beat, with the flow You know, it's the I've been fulfilling, uh it's just a miracle Thank god for.... Ahead of the... Yeah, uh we ahead of the... ... distribution... Tell me what is your contribution? This the real shit You're just an illusion to me This a real miracle You're just an illusion to me This the real magic You can't even look at mirrors ... I say I pray deliver me from pain Deliver me from saying The devil talking to me in the back of my brain... ... like it's a game You're my Paper thin love I write you up, to tear you down Paper love I write you up just to tear you down College dorm sweetheart, sweetheart we are, we are, we are We are, we are, we are College dorm sweetheart, sweetheart we are, we are, we are We are, we are, we are This ain't nothin' but the truth Flattery sold separately, most definitely ever be The ever put in to a good end What you get out, some would put in But it was my bright idea though Open-relationship, I was on some crazy shit 'Cause I was under somethin' on some lazy shit Doin' beats for Nas on some Yeezy shit College dorm sweetheart, sweetheart we are, we are, we are We are, we are, we are College dorm sweetheart, sweetheart we are, we are, we are We are, we are, we are Poets wrote the Bible In God we trust, an idol So it's the No it's, on the , no it's us And I know we all have our ways In the temple, I was wrinkly as a Shar-Pei please get a Gotta write this shit in bold, please pass the Sharpie How can someone already know You ain't runnin' shit, you hater Said the was up when I'll see ya later , I am the dictator, you are the dick-taster the distaste (FROM CONSEQUENCE'S INSTAGRAM LIVE) ... I used the Western Union for you like it's no prob' 'Cause you was in college complainin' 'bout it's no jobs But you were suckin' a n**ga dick the whole time Well, I guess a blowjob's better than no job And I drove back thirty hours, uh (PART II) It all went up in smoke, you know Kansas stinks Planes went up in smoke, we had to cancel trips We mourn in July, all that cancer shit So once the feelings get hurt, man it can't be fixed, uh You do me wrong You do me wrong You do me wrong, wrong The sunset's amazing, let me see from the shores My travel agent needs suggestions so I sent brochure Who needs some "wearing Prada" when you could go raw You took took the words right off my lip like toum sauce Before I jump in the water, the world pause This opportunity, one of these, the room's yours I'm sure I'll be greeted by He in the cold waters Took my eyes off the doors of the truck, go to paradise- No one wants to fall out of Heaven (aye) And as those sweet tears fall from the sky This girl gon' hate me forever (forev') And as those sweet tears fall from the sky No one wants to fall out of Heaven She used to get dick from Kanye West So if you ever see her, give her Kanye's best Her man in the store, tryna try his best But he just can't seem to get Kanye fresh And I just can't seem to get that nigga broke And I don't know how you get that nigga jokes but That's If you еver don't then you And now we bе ballin' like the The shoes you was wearin' was some louie No one wants to fall out of Heaven (aye) And as those sweet tears fall from the sky This girl gon' hate me forever (forev') And as those sweet tears fall from the sky No one wants to fall out of Heaven All I would It feels like we're changin' (there's no proof) Those aren't clouds (learn to ) Ain't no love in the playground (now they're speakin' to me now) Go away () Ain't no love in the playground (waitin' by your phone) That's a long way (aye, aye) And as those sweet tears fall from the sky (aye, aye) This girl gon' hate me forever (forev') Nothin' that I can do to un-break your heart I'm just doin' my part And my try my best not to bring it up, just look the other way Used to live in wonder We were struck, now my heart feels like thunder Thunder Thunder Thunder Can you see through the end? And forget all you ? Throw them, throw them away I'm mischievous, you're delirious I ate Cheerios without a bowl Yay, ye, Kanye, yay, ye, Kanye Yeezus with Jesus, now that is so holy Now I must admit, I have poli— Poli’s a disease where your butthole freeze I'm Kanye, and I got poli, yeah, Febreeze! Vsauce, he reminds me of men He kind of quacks like a hen They dance in circles, Like Kanye's Kool-Klub Now it’s the alcohol that's kicking in When a woman is pregnant, I kick 'em in the ribs When a baby is born, I kick 'em in the ribs When my manager comes to work, I kick 'em in the ribs When my wife gets home, I kick 'em in the ribs When I saw Taylor Swift, I kicked her in the ribs My Grandma was here today—know what I did? I kicked her in the ribs I went to my house, you know what I did? I bet you don't— I kicked my balls in the ribs, yeah Y'all might as well get the music ready because this finna' take a while Umm, When I had my accident I found out at that moment nothing in life is promised except death, If you had the opportunity to play this game of life you need to appreciate every moment a lot of people don't appreciate their moment until it's passed And then, you got to tell those Al Bundy stories "You remember when I ?" But, right now is my time and my moment thanks to the fans, thanks to the accident, thanks to god, thanks to Roc-A-Fella, Jay-Z, Dame Dash, G, my mother, Rhymefest, everyone that's helped me And I plan to celebrate, I plan to celebrate and scream and pop champagne every chance I get because I'm at the Grammy's baby! I know everybody's asking the question, they wanted know "I know he's going to wild out, I know he's going to do something crazy" Everbody wanted to know what I would do if I didn't win. I guess we'll never know. Baby, yeah Woah, baby, who pick up when you call? Yeah, yeah, yeah 5:30, the car missin' No text backs or call misses, I feel like we all victims Docks is gettin' long Drunk textin', I should not do Patrón I hop on the phone, turn the music up, got in my zone Drunk textin', I should probably sue Patrón Had to do wrong order to do you right You gotta go through it order to give advice It's the price of the litty nights, I know the liquor hittin' Why when somebody break your heart, it help fix your vision? If you fall in love with a demon or a diva Pray your soulmate got a soul when you meet her The crystal ball couldn't tell me if they'll leave again Problеms too extra large to share with a mеdium We fight not for flesh and blood on this level And devil's advocate is advocatin' for the devil And love is all drainin' and, stop, it's all fadin' We used to be secretive but now it's all blatant It's all just lost, ain't it? Watchin' it all cave in We the topic of conversation 5:30, the car missin' No textin', just call missin' We fight and you won't listen You right, we both trippin' It's game time, matter fact, it's Ye time The past year been a strange time Visitations on FaceTime And who gon' break who's heart first? Always just breaks mine Looking for blessings that God'll hand me I'm tryna just raise the family, somebody should raise the nanny I'm tryna leave you alone But that last text was courtesy of Patrón 5:30, the car missin' Emotions is all distant No texts, just calls missin' We fight and you won't listen You right, we both trippin' Uh, yeah, 5:30, car missing No texts back and calls missin' I feel like we all victims You have not been at home They taking my princess, I wasn't watching the throne I hop on the phone, turn the music up, got in my zone Drunk texting, I should not do Patrón Had to do you wrong in order to get it right You gotta go through it in order to give advice It’s the price of the litty nights I know the liquor hittin’ I guess you gotta break a heart just to fix your vision I fell in love with a demon and a diva, I pray my soulmate got a soul when I meet her I want you back but I'm scared you gon' leave again It's funny you left me for a comedian But respectfully, you playing with Satan Ask what hurt me, I told 'еm the expectation And lovе is all draining and stop, it’s all fatal We used to be secretive, but now it’s all blatant and it’s all just lost, ain’t it? Watching it all cave in My reality ain't on TV, how you watch it and okay it Family on vacation, trips and reservation You forgot that we both famous? What happened to our relation? Uh, we the topic of conservation 5:30, the car missin’ Emotions is all distant No texting, just calls missin’ We fight and you won’t listen You right, we both trippin’ How you playing the game and the ball missing? Bitch it's game time, matter of fact, it’s Ye time For the past year has been a strange time Visitations on FaceTime Who gon’ break who heart first? Breaks line Looking for blessings that God had hand me I’m trying to just raise the family, somebody should raise the nanny Understand me, I'm tryna just leave you alone I don't even want revenge, you fucked yourself on your own Going crazy then hope I change again I was 'bout to buy Harley but I don't fuck with the Davidsons Paparazzi, my lady friends, you don't like me then hate me then I'm still a GOAT, this the feelin' when Brady win 5:30, the car missin’ Emotions is all distant No texts, just calls missin’ We fight and you won’t listen You right, we both trippin’ How you playing the game and the ball missing? Last night I dreamt of an angel I almost passed away oh yesterday but I'm blessed today On top of the world I’m so thankful It ain't no mystery, it's meant for me to make history Niggas thought I couldn't rhyme but I tricked 'em My pulse quickened, I Brought myself outta last place, I Michael Vick'd 'em Niggas thought I let 'em down like Tyson I got the belt like Lewis I took these beats, I passed 'em to myself, I'm Kordell Stewart Back on the corner, back on the block The Quincy Jones of hip hop, it's my time like Warner Since I shine like Shyne in '99 with hits A lot of people talkin' real outta line with this There's a war going on a few bitches wanna slaughter me So in the New World, I'mma Order even more of me So I can live forever like diamonds Throw your diamonds up, cause almost dying ain't stop me from rhyming I hate a deadbeat nigga that rely on his man See he'll lie on his dick but won't lie on the stand And go to every single barbershop and lie to the fans So it's time for Kanye to put the Chi on again I'm the 2003, Do Or D-I-E They trying to say the best nigga is Twista, then me It's all R.O.C., it's all family tree I got that new G5 he got that new Hum-Vee Incorporate Young Hov and that's The Blueprint 3 And The Blueprint 2 is 3 mil right now So cut all that, "I don't like Bonnie & Clyde" shit out Listen Oooh hooo I got nowhere to Oooh hooo I got nowhere to Oooh hooo I got nowhere to Dawg, there's nowhere to hide All I got is my pride I almost died I keep that 2Pac feeling alive You have no idea how I'm feeling inside It's the Roc throw your diamonds up in the sky Last night I dreamt of an angel (Oooh, an angel!) I almost passed away oh yesterday but I'm blessed today On top of the world I’m so thankful It ain't no mystery, it's meant for me to make history Time- It's about time It's about time Finally Finally It's about time, about time It's about time, about time If you have a little girl with you You make me smile with my heart, oh Why everything that's supposed to be bad make me feel so good? Everything they told me not to is exactly what I would Man, I tried to stop, man, I tried the best I could But you make me smile What's your addiction? Is it money? Is it girls? Is it weed? I've been afflicted by not one, not two, but all three She's got the same thing, about me, but more, about us She's coming over, so I guess, that means, I'm her drugs (You make me smile) Just let me peek now, I mean, damn, I'm so curious She's got a lover, so the lies, and the lust, is a rush Time's of the essence, I need you to be spontaneous Roll up the doja, Henny and Co-Co-Coca-Cola (You make me smile with my heart, ohh) Then I'm co-coming over 'cause it's ne-never over Why everything that's supposed to be bad make me feel so good? Everything they told me not to is exactly what I would Man, I tried to stop, man, I tried the best I could But you make me smile I see the emotion in your eyes, that you try not to show We get the closest when you high, or you drunk, or you blown So I pour the potion, so we could both get high, as we could go Then I'll get the lotion, and do somethin' to me, when your thighs is exposed (You make me smile) There's no turning back now, I mean I don't mean to impose Not now but right now, I need you to undress, and then pose I'm into that now, catch a vibe when the doors get closed Roll up the doja, Henny and Co-Co-Coca Cola (You make me smile with my heart) And I keep co-coming over 'cause it's ne-never over Why everything that's supposed to be bad make me feel so good? Everything they told me not to is exactly what I would Man, I tried to stop, man, I tried the best I could But you make me smile Why everything that's supposed to be bad make me feel so good? Everything they told me not to is exactly what I would Man, I tried to stop, man, I tried the best I could But you make me smile I just wanted to ask you Just wanted to um, let me, how would I put this, uhh Let's say, all your friends, remember the one You said, if you ever, she would be the one Okay, okay, okay (You make me smile with my heart) Well, I was thinking, hypothetically I mean, don't take this seriously Don't take me, I mean, just, uhh, not credibly I'm feeling incredibly, I mean, let's let it be I just let it be I mean you, her and me (You make me smile with my heart) I mean you, her and me Maybe, baby, baby You know I was just kidding Unless you gon' do it (You make me smile) Yeah, this shit is everything Said he wanted diamonds in the wedding ring in my Hedi jeans with the I got Made whole lot of money though I know when I got- Baby, I know I ain't with the dice in my hand Oh, oh But I ain't drinking like I used to And I hope that's enough I hope that's enough I hope that's enough I ain't cheating like I used to I hope that's enough I hope that's enough I hope that's enough No, baby I ain't with blood on my hands Hah, oh Like I'm just tryna find a, like And I ain't drinking like I used to I hope that's enough I hope that's enough I hope that's enough And I ain't chеating like I used to I hope that's еnough I hope that's enough I hope that's enough What have I got What have I got to lose See, you asked me to walk into your likeness But I ain't like this I had to walk before the Or one nighters I had to write a , till it's arthritis I got the now I'm Off-White I start to think of all my raps, now I'm off writing I had these niggas in the Chi, and they all violent for my niggas, then they all violent And then these niggas something, now they all silent I had to , tell them "Don't try it" I wouldn't so far, I wouldn't fucking buy it Knock that for a dollar, pop out on an island , island in your honor And then after me, no, it wasn't in the plan Always from my hand My hand And I ain't drinking like I used to I hope that's enough I hope that's enough I hope that's enough I- I hope that's enough I hope that's I hope that's enough And I ain't cheating like I used to I hope that's enough I hope that's enough I hope that's enough What else- What else want from me, huh? What else you want from me, huh? Damn, I get better I used to , get better I used to take the to bed That ain't cheating 'cause I only got head , red Uh, plus the fact was supposed to be wed, uh Cold feet like the That's why I walk around with Tim' Boots Walking 'round with the 'Cause the girls got swimsuits I got a with the suit Uh, you know the evil that men do not in your plan I got a lot to do, yeah Got a lot of blood on my hands But I ain't drinking like I used to I hope that's enough I hope that's enough I hope that's enough Fucking like I used to I hope that's enough Hope that's enough What you want from me, huh? What, you come to me, huh? They want the for free, huh Now I'm spazzing on a nigga, I'm just japping on a nigga, I- But that's- that's exactly what you came to see, huh? Yeezy, Yeezy, why you Easy, easy, I'm blind in love Live from location Don't do shit, two years of probation They wanna put me in that orange suit Probably bringing an just talking about orange , uh Same box as orange juice They put me in the same box as orange juice I be riding with that Bronco Sippin' on the Benny Blanco , don't wanna , don't wanna , oh The movement inside you (?) (?) Maybe I lose it (?) The thumb is soothing (?) cool with Thought the lust On the mink From the baker One that made it This one is amazing Push the freestyle on a Boy, this ain't no freestyle, this a you can tell me I am LV, go and tell V If you talkin- Freestyle on a Boy, this ain't no freestyle, this a You can tell me I am LV, go and tell V If you talkin' about the cash you can smell me Ye, you feel me? (feel me) You see, I cry for my daughters, see, I cry for my life I don't cry for the brother, I die for my wife Y'all ridin' for the Who shot the store, boy? You know You know And you ain't do nothin' about it You know You know I had to tell to them boys this my city I had to tell to them boys this my city Cappin' Home in Calabasas Home in the Chi Born in the- ayyy Pop out with the Push the freestyle on a Boy, this ain't no freestyle, this a you can tell me I am LV, go and tell V If you talkin'- Freestyle on a Boy, this ain't no freestylе, this a You can tell me I am LV, go and tell V If you- You know an aliеn when you see one Hospitals in a- ayy Push the freestyle on a Boy, this ain't no freestyle, this a you can tell me I am LV, go and tell V There are no weapon there when I prosper Give 'em my problems to open my proverbs Give 'em the last laughs when I put God first 'Cause He loves me for me Every lesson was for me I need what He was worried My whole is ugly (Ooh) I need everything He has for me Alien (Yee), illegal as alien Many times (Ooh), I needed some time off I don't believe in time I just believe in science Hope you believe in mine Ok let's lead tonight Ooh, alien, clientele Autopilot went fly as hell (Yeah) Space prison, no bell Push the vision not a whole cell (Let's go) Alien, Space X, young black sex Man they hate that (Flex) Foo' tryna get it in the back of the Maybach (Get it), ooh Try and tell me that she don't do latex Marry done deed, I married the beat I married the streets, so full of myself Workin' so hard, the people think I got a twin All I see is the tool in myself, uh Packs in the living room Know that I do it to death Hung around niggas that used rob for a fetish Sell crack to they daddies Now I'm on top like a addict Alien, we about to fly out Takin' off, you roll with somebody know I 'bout Marathon, we at one, underpaid, overcome Lebanon, we become, super numb, alien Alien, alien Extraterrestrial, flying in Been on my Space Ops Watch out for shady cops And I pimp for the fallen, no stolen, my car And been here for a minute now Learn from my destiny And I'm hearin' you Lord Oh, I'm hearin' you Lord, oh, I'm hearin' you Lord I'm hearin' you Lord, oh, I'm hearin' you Lord Alien, alien Fall right through Hell and come back again Fly right outta Hell in this whip we're in Alien, alien Do it, do it, alien Get back home, sign off, I just took time off Fly up, a pyramid, it's on, serious No bro, serious, I'm dead, serious She wanna go to the sunken place told her to giddy up, ándale (Giddy up, Sunken Place) Put you in brand new fabrics, let you go drip on the runway (Woop, drip) Demons they shake off my back when I walk into church on a Sunday (Help me, God!) Niggas don't know how to act so that's why I bought a new AK (It go-) Alien, uh, we about to fly out Where we land? (Ooh) Look just like a hideout The alone, not alumn' ‘Minati, nobody need not assume I can fly to the moon Walk it back, too soon? Feel it, feel it, feel it, feel it This ain't our planet, that's why I kill it Ozone, kill it, blood, spill it Somethin' you deal with, somethin' you deal with Alien, pyramid, fly off, take off Break off, Kit-Kat, your own space, get that In Waco, Texas, pull up (Rrr, rrr), Lexus Don't stress it, don't test this Young soldier, message Alien Turned to a Mothra, bro, this that Godzilla Turned to a monster, more like Othello Phantom of the opera, it goes where it goes My nightmares still haunt me (Dream) When I sleep, they haunt me When I sleep, they haunt me (Ooh) And my nightmares, they haunt me (Ooh ooh) But I won't let 'em get the best of me (Yeah) ... We just landed in America ... In America you feelin In America we're all disease There are no weapon there when I prosper Give 'em my problems to open my proverbs Give 'em the last laughs when I put God first 'Cause He loves me for me Every lesson was for me I need what He was worried More of him and less of me (Ooh) I need everything He has for me Alien (Yee), illegal as alien Many times (Ooh), I needed some time off I don't believe in time I just believe in science Hope you believe in mine Ok let's lead tonight Ooh, alien, clientele Autopilot went fly as hell (Yeah) Space prison, no bell Push the vision not a whole cell (Let's go) Alien, Space X, young black sex Man they hate that (Flex) Foo' tryna get it in the back of the Maybach (Get it), ooh Try and tell me that she don't do latex Marry done deed, I married Embiid I married the streets, so full of myself Workin' so hard, the people think I got a twin All I see is the tool in myself, uh Packs in the living room Know that I do it to death Hung around niggas that used rob for a fetish Sell crack to they daddies Now I'm on top like a addict Alien, we about to fly out Takin' off, you roll with somebody know I 'bout Marathon, we at one, underpaid, overcome Lebanon, we become,super numb, alien Alien, alien Extraterrestrial, flying in Been on my Space Ops Watch out for shady cops And I pimp for the fallen, no stolen, my car And been here for a minute now Learn from my destiny And I'm hearin' you Lord Oh, I'm hearin' you Lord, oh, I'm hearin' you Lord I'm hearin' you Lord, oh, I'm hearin' you Lord Alien, alien Fall right through Hell and come back again Fly right outta Hell in this whip we're in Alien, alien Do it, do it, alien Get back home, sign off, I just took time off Fly up, a pyramid, it's on, serious No bro, serious, I'm dead, serious She wanna go to the sunken place told her to giddy up, ándale (Giddy up, Sunken Place) Put you in brand new fabrics, let you go drip on the runway (Woop, drip) Demons they shake off my back when I walk into church on a Sunday (Help me, God!) Niggas don't know how to act so that's why I bought a new AK (It go-) Alien, uh, we about to fly out Where we land? (Ooh) Look just like a hideout The alone, not alumn' ‘Minati, nobody need not assume I can fly to the moon Walk it back, too soon? Feel it, feel it, feel it, feel it This ain't our planet, that's why I kill it Ozone, kill it, blood, spill it Somethin' you deal with, somethin' you deal with Alien, pyramid, fly off, take off Break off, Kit-Kat, you're all flex, a Kit-Kat In Waco, Texas, pull up (Rrr, rrr), Lexus Don't stress it, don't test this Young soldier, message Alien There are no weapon there when I prosper Give 'em my problems to open my proverbs (Ooh) Give 'em the last laughs when I put God first (Ooh) 'Cause He loves me for me (Ooh) Every lesson was for me (Ooh) I need what He has for me (Ooh) My whole is ugly (Ooh) I need everything He has for me Sixteen years, I've been popping these pills (Ah) This my anniversary right here, my chopper thirteen years (Ah) I been puttin' water on my fingers, I'm a seal (Ah) I been on the Forbes since 2012 (No cap) I was just rockin' a brand new fox and it didn't come with a tail (Ah) I was just tellin' my bitch that call me soft, I got bells (Okay) I just been rockin' this Gucci, I had my Giuseppes and Yeezys where I live (Ah) I got locked up and then I had to take the helicopter to LIV There are no weapon there when I prosper Give 'em my problems to open my proverbs Give 'em the last laughs when I put God first 'Cause He loves me for me Every lesson was for me I need what He has for me My whole is ugly (Ooh) I need everything He has for me Alien (Yee), illegal as alien Many times (Ooh), I needed some time off I don't believe in time I just believe in science Hope you believe in mine Ok let's lead tonight Ooh, alien, clientele Autopilot went fly as hell (Yeah) Space prison, no bell Push the vision not a whole cell (Let's go) Alien, Space X, young black flex Man they hate that (Flex) Foo' tryna get it in the back of the Maybach (Get it), ooh Try and tell me that she don't do latex Marry done deed, I married Embiid I married the streets, so full of myself Workin' so hard, the people think I got a twin All I see is the tool in myself, (Uh) Packs in the living room Know that I do it to death Hung around niggas that used rob for a fetish Sell crack to they daddies Now I'm on top like a addict Alien, we about to fly out Takin' off, you roll with somebody know I 'bout Marathon, we at one, underpaid, overcome Lebanon, we become, super numb, alien Alien, alien Extraterrestrial, flying in Been on my Space Ops Watch out for shady cops And I pimp for the fallen, no stolen, my car And been here for a minute now Learn from my destiny And I'm hearin' you Lord Oh, I'm hearin' you Lord, oh, I'm hearin' you Lord I'm hearin' you Lord, oh, I'm hearin' you Lord Alien, alien Fall right through Hell and come back again Fly right outta Hell in this whip we're in Alien, alien Do it, do it, alien Get back home, sign off, I just took time off Fly up, a pyramid, it's on, serious No bro, serious, I'm dead, serious She wanna go to the sunken place told her to giddy up, ándale (Giddy up, Sunken Place) Put you in brand new fabrics, let you go drip on the runway (Woop, drip) Demons they shake off my back when I walk into church on a Sunday (Help me, God!) Niggas don't know how to act so that's why I bought a new AK (It go-) (Alien) She a dime out the ghetto New Patek, now she walk the high pedestal Popped the Perc' down her throat like an edible I don't hang with no broke they ineligible Put her on a jet, then I put her on flex Look at that ass it stupid, Tourette's Do the whole dash, and I pray I don't wreck Buy a bitch a ass she was sittin' on flats Watchin' my back don't slap go attack Hoppin' in the hatch, Richard Mille max You wanna offer me a 'mil you can have the deal back Sticks in the field kill pull your weave back Pull her hair break her back like a kitkat Give my dog a bone that's a whole hunnid' racks Hit 'em with a sig in the stomach, six pack Serve a nigga bags rob him that's a recap It was a Friday like in the evening I didn't know you could see me I didn't lie for you to believe me Said I'm a different being We go to space Look what i found is a man You get your turn You have your fun But you won't do it again Why you fucking with a alien (yeah) We just landed in America (yeah) With a alien (yeah) We could fly in a spaceship Alien, uh, we about to fly out Where we land? (Ooh) Look just like a hideout The alone, not alumn' ‘Minati, nobody need not assume I can fly to the moon Walk it back, too soon? Feel it, feel it, feel it, feel it This ain't our planet, that's why I kill it Ozone, kill it, blood, spill it Somethin' you deal with, somethin' you deal with Alien, pyramid, fly off, take off Break off, Kit-Kat, you're all flex, a Kit-Kat In Waco, Texas, pull up (Rrr, rrr), Lexus Don't stress it, don't test this Young soldier, message (Alien, alien, alien, alien, alien) Dear ones, we are looking to bring you enlightenment To offer illumination in stormy skies We are here as beings of light Benevolent, invested in humanity and her evolution Turned to a Mothra, bro, this that Godzilla Turned to a monster, more like Othello Phantom of the opera, it goes where it goes My nightmares still haunt me When I sleep, they haunt me When I sleep, they haunt me And my nightmares, they haunt me But I won't let 'em get the best of me Sixteen years, I've been popping these pills (Ah) This my anniversary right here, my chopper thirteen years I been puttin' water on my fingers, I'm a seal I been on the Forbes since 2012 (No cap) I was just rockin' a brand new fox and it didn't come with a tail I was just tellin' my bitch that call me soft, I got bells (Okay) I just been rockin' this Gucci, I had my Giuseppes and Yeezys where I live I got locked up and then I had to take the helicopter to LIV My nightmares still haunt me (Dream) When I sleep, they haunt me When I sleep, they haunt me (Ooh) And my nightmares, they haunt me (Ooh ooh) But I won't let 'em get the best of me I can dance with the devil, but I can't try to be God (Dance, nope) Damn, that's kinda odd, let you try to be better (Odd, you) Put these bitches on the pedestal (Bitch) I'mma eat her like an edible (Eat it up) They love him, they call him incredible (Incredible) They say fuck him he fresh out the medical (Fresh out the) Medical, Medical, Medical Alien, magical, flyin', and all Being, I got her signed on Beam me up, I'm 'bout to sign off Dumber now, need to take time off She a bad bitch from out of town, she pop like this (Pop it, yeah) Stop runnin' 'round town, sayin' fuck my bitch (Quit Cappin' Stop it) Them young niggas runnin' down we run right in (Runnin' in, Runnin' in Runnin' in) I'm not talking 'bout a man unless it's Ben (No, Benjamin Franklin, Racks) She wanna go to the sunken place told her to giddy up, ándale (Giddy up, Sunken Place!) Put you in brand new fabrics, let you go drip on the runway (Woop, Drip) Demons they shake off my back when I walk into church on a Sunday (Help me, God!) Niggas don't know how to act so that's why I bought a new AK (It go brrat, rah) Chopper bullet gettin' off, everybody runnin' off (Hey, Go) Bad bitches love my dog (bad) Send 'em back they tell it all (Send 'em back, brrrrrrt, Hey) Only taking one call (One call, brrrrt) I'm not taking no calls I can dance with the devil, but I can't try to be God (Dance, nope) Damn, that's kinda odd, let you try to be better (Odd, you) Put these bitches on the pedestal (Bitch) I'mma eat her like an edible (Eat it up) They love him, they call him incredible (Incredible) They say fuck him he fresh out the medical (Fresh out the) Medical, Medical, Medical Alien, magical, flyin', and all Being, I got her signed on Beam me up, I'm 'bout to sign off Dumber now, need to take time off Dumber now, I don't believe the time Should have gone, man, I believe they lyin' (Huh) Sign, do you believe in science? Bigger sign, bet they gon' bleed now Aliens, double to sign off Better time, 'bout to take time off I don't believe in time, I just believe in science Order a bleeding nine, tell her, "Don't leave tonight" Alien, being 'bout to fly out Took her out, order her something with eyes out They was done, we the one, we just on Louis thong, Lebanon, we become, what they done? Duh-na-na, duh, feel it, feel it, feel it This ain't our planet, that's why I kill it Kill it, animals, kill it, ozone, kill it Blood, spill it, somethin' you deal with Alien, took the time off, I just took time off Fly up, a pyramid, dunked on, Vesuvius No bro, serious, I'm dead, serious Alien, alien Extraterrestrial, flying in Seen so much shot, they in love with him I'm out the window, cut through the wind Alien, alien All about lovin' my team to win Ain't no excuses, we runnin' in Me and my future, we shall begin Trippin' out on this LSD Takin' the journey beyond the weed I float around 'till we find the key Couple girls, they my family Here I am, here I am Holdin' the bean since I was ten Open your mouth for the stars and then Hop on the board and we soarin' in Nigga can never be tamed, I fall the hard I weather the rain I been on my Space Ops Watch out for shady cops And I pimp for the fallen, no stolen, my car And been here for a minute now Learn from my destiny And I'm hearin you Lord Oh, I'm hearin' you Lord, oh, I'm hearin' you Lord I'm hearin' you Lord, oh, I'm hearin' you Lord Alien, alien Fall right through hell and come back again Fly to Hell in this whip we're in Alien, alien Dear ones, we are looking to bring you enlightenment To offer illumination in stormy skies We are here as beings of light Benevolent, invested in humanity and her evolution Turned to a Mothra, this that Godzilla (yeah) Turned to a monster Phantom of the opera, it goes where it goes (yeah) My nightmares still haunt me (Dream) When I sleep, they haunt me (yeah, ayy) When I sleep, they haunt me (Ooh, ayo) And my nightmares, they haunt me (Ooh ooh) But I won't let 'em get the- (yuh, ayy, yuh) Let's go, Ye! Woo! Uh, uh, uh, uh-huh, uh-huh Yeah, yeah Ayy, yeah Woo! Yeah, I had to hit Ye on a text sayin' "Why you put the MAGA hat back on, big bro?" (Let's go, Ye!) Ayy, yuh Uh, look (spin that shit, let's go) Yuh (yuh), ayy Oh, yuh, uh, uh, uh, yuh Alien, clientеle Autopilot, whip fly as hell (Damn!) Space prison, no bail Push a vision out thе whole cell (Let’s go!) Alien, SpaceX Young black flex, man, they hate that, ohh (Facts) Tryna get it in the back of the Maybach, ohh (Get it) Tryna tell me that she don’t do latex Oh, me and Ye was ready to play ready playin' one 25 times 'Cause we know we stuck in the matrix, uh Alien, pyramids She put people that delirious Man, I'm serious, no conspiricist Yuh, yuh, yuh, yuh We all just tryna survive (yuh) If you stare the youth in our eyes Man, we all afraid for our lives (our lives) In a price, SpaceX way to the sky (the sky) Diamonds are real, they never see my demise (demise) But when I die, the sun will set in my eyes (let's go!) Turned to a Mothra, bro, this that Godzilla Turned to a monster, more like Othello Phantom of the opera, it goes where it goes My nightmares still haunt me (Dream) When I sleep, they haunt me When I sleep, they haunt me (Ooh) And my nightmares, they haunt me (Ooh ooh) But I won't let 'em get the best of me (Yeah) Sixteen years, I've been popping these pills (Ah) This my anniversary right here, my chopper thirteen years I been puttin' water on my fingers, I'm a sеal I been on the Forbes since 2012 (No cap) I was just rockin' a brand nеw fox and it didn't come with a tail I was just tellin' my bitch that call me soft, I got bells (Okay) I just been rockin' this Gucci, I had my Giuseppes and Yeezys where I live I got locked up and then I had to take the helicopter to LIV My nightmares still haunt me (Dream) When I sleep, they haunt me When I sleep, they haunt me (Ooh) And my nightmares, they haunt me (Ooh ooh) But I won't let 'em get the best of me I can dance with the devil, but I can't try to be God (Dance, Nope) Damn that's kinda odd, Let you try to be better (Odd, You) Put these bitches on the pedestal, (Bitch) I'mma eat her like an edible (Eat it up) They love him, they call him incredible (Incredible) They say fuck him he fresh out the medical (Fresh out the) Alien, magical, flyin', and all Being, I got her signed on Beam me up, I'm 'bout to sign off Dumber now, need to take time off She a bad bitch from out of town, she pop like this (Pop it, yeah) Stop runnin' 'round town, sayin' fuck my bitch (Quit Cappin' Stop it) Them young niggas runnin' down we run right in (Runnin' in, Runnin' in Runnin' in) I'm not talking 'bout a man unless it's Ben (No, Benjamin Franklin, Racks) She wanna go to the sunken place told her to giddy up, ándale (Giddy up, Sunken Place!) Put you in brand new fabrics, let you go drip on the runway (Woop, Drip) Demons they shake off my back when I walk into church on a Sunday (Help me, God!) Niggas don't know how to act so that's why I bought a new AK (It go brrat, rah) Chopper bullet gettin' off, everybody runnin' off (Hey, Go) Bad bitches love my dog (bad) Send 'em back they tell it all (Send 'em back, brrrrrrt, Hey) Only taking one call (One call, brrrrt) I'm not taking no calls I can dance with the devil, but I can't try to be God (Dance, Nope) Damn that's kinda odd, Let you try to be better (Odd, You) Put these bitches on the pedestal, (Bitch) I'mma eat her like an edible (Eat it up) They love him, they call him incredible (Incredible) They say fuck him he fresh out the medical (Fresh out the) Alien, magical, flyin', and all Being, I got her signed on Beam me up, I'm 'bout to sign off Dumber now, need to take time off Dumber now, I don't believe the time Should have gone, man, I believe they lyin' (Get a mic, huh) Sign, do you believe in science? Bigger sign, bet they gon' bleed now Aliens, double to sign off Better time, 'bout to take time off I don't believe in time, I just believe in science Order a bleeding nine, tell her, "Don't leave tonight" Alien, being 'bout to fly out Took her out, order her something with eyes out They was done, we the one, we just on Louis thong, Lebanon, we become, what they done? Duh-na-na, duh, feel it, feel it, feel it This ain't our planet, that's why I kill it Kill it, animals, kill it, ozone, kill it Blood, spill it, somethin' you deal with Alien, took the time off, I just took time off Fly up, a pyramid, dunked on, Vesuvius No bro, serious, I'm dead, serious Alien, alien Extraterrestrial, flying in Seen so much shot, they in love with him I'm out the window, cut through the wind Alien, alien All about lovin' my team to win Ain't no excuses, we runnin' in Me and my future, we shall begin Trippin' out on this LSD Takin' the journey beyond the weed I float around 'till we find the key Couple girls, they my family Here I am, here I am Holdin' the bean since I was ten Open your mouth for the stars and then Hop on the board and we soarin' in Nigga can never be tamed, I fall the hard I weather the rain I been on my Space Ops Watch out for shady cops And I pimp for the fallen, no stolen, my car And been here for a minute now Learn from my destiny And I'm hearin you Lord Oh, I'm hearin' you Lord, oh, I'm hearin' you Lord I'm hearin' you Lord, oh, I'm hearin' you Lord Alien, alien Fall right through Hell and come back again Fly to Hell in this whip we're in Alien, alien Turned to a Mothra, this that Godzilla Turned to a monster, more like Othello Phantom of the opera, it goes where it goes My nightmares still haunt me (Dream) When I sleep, they haunt me When I sleep, they haunt me (Ooh) And my nightmares, they haunt me (Ooh ooh) But I won't let 'em get the best of me (Yeah) In the sunken- Alien (Yee) Illegal as alien Many times, I needed some time off I don’t believе in time, I just believе in science Hope you believe in mind, okay, let’s leave tonight (Uh, uh) Alien, clientele Autopilot, whip fly as hell (Damn!) Space prison, no bail Push a vision out the whole cell (Let’s go!) Alien, SpaceX Young black flex, man, they hate that, ohh (Facts) Tryna get it in the back of the Maybach, ohh (Get it) Tryna tell me that she don’t do latex Oh, me and Ye was ready to play ready playin' one 25 times 'Cause we know we stuck in the matrix, uh Alien, pyramids She put people that delirious Man, I'm serious, no conspiricist Yuh, yuh, yuh, yuh We all just tryna survive (yuh) If you stare the youth in our eyes Man, we all afraid for our lives (our lives) In a price, SpaceX way to the sky (the sky) Diamonds are real, they never see my demise (demise) But when I die, the sun will set in my eyes (let's go!) Yeah I wonder what was goin on ye Boy, you know you hard You forgot about hard Chainz been talkin' bout You forgot all about hard, heh I go in say I'm the winner I be the host of night like Jimmy Kimmel I am a gangsta turnt Briston man like Billy Campbell Blow the flame just to re-candle Have you met a angel that is a sinner? I am a heavy weight, more than contender Two-two girl with me and I'm in the middle Tatooed my name all over percenta Married indeed, I married the beat I married the streets, I'm full of myself If I need to drop, then I'll do it myself Workin' so hard the people think I got a twin Oh, I see the two of myself Oh, blacks in the living room know that I do it 'til death Never get the proper credit Hug around niggas They used to rock for a fetish Used to sell crack to their daddies Take they antennas off caddies Now I’m on top like a attic Now I’m on top like a alley I got more stripes than Rally I got more stripes than Bailey I am the type to rally I am the type, the type of bitch to addie Not tonight they said it Go check my average, I’m on a arrogant I give her morning dick if she is relevant I’m the magnificent, ain’t that imperative? I’m in the whip, the same pill as my heritage Don't fuck with scary bitches Don't fuck with niggas that fuck with scary bitches I got the bass, fuck snare Niggas did this first that they scare niggas, yeah Alien, we about to fly out Takin’ off, you rollin’ with body no I doubt Marathon, we are one, underpayed, overcome Lebanon, paradigm, how we get super numb? Alien, alien Extraterrestrial, flying in Been on my Space Ops Watch out for shady cops And I pray for the fallen, no stolen, my car And been here for a minute now Learn from my destiny And I'm hearin' you Lord Oh, I'm hearin' you Lord, oh, I'm hearin' you Lord I'm hearin' you Lord, oh, I'm hearin' you Lord Alien, alien Fall right through Hell and come back again I’m ridin’ through Hell in this whip we're in Alien, alien -dealt with Alien, get back home, signed off I just took time off Fly up, pyramid, “It’s not serious” No bro, serious, I'm dead serious She wanna go to the sunken place told her to giddy up, ándale (Giddy up, Sunken Place!) Put you in brand new fabrics, let you go drip on the runway (Woop, Drip) Demons they shake off my back when I walk into church on a Sunday (Help me, God!) Niggas don't know how to act so that's why I bought a new AK (It go-) Alien, uh, we about to fly out Where we land? (Ooh) Looks just like a hideout The alone, not alone ‘Minati, nobody need, not assume I can fly to the moon Walk it back, too soon? Alien, alien, we about to fly out Takin’ off, you rollin’ with body no I doubt Marathon, we are one, underpayed, overcome Lebanon, paradigm, how we get super numb? Alien, alien (Yee) Illegal as Many times, I needed some time off I don’t believe in time, I just believe in science Hope we believe in mind, okay, let’s leave tonight (Alien, alien) Dear ones, we are looking to bring you enlightenment To offer illumination in stormy skies We are here as beings of light Benevolent, invested in humanity and her evolution Telling my brothers to stay calm, though Turned to a Mothra, bro, this that Godzilla Turned to a monster, more like Othello Phantom of the opera, it goes where it goes My nightmares still haunt me When I sleep, they haunt me When I sleep, they haunt me And my nightmares, they haunt me But I won't let 'em get the best of me I can dance with the devil, but I can't try to be God (Dance, nope) Damn, that's kinda odd, let you try to be better (Odd, you) Put these bitches on the pedestal (Bitch) I'mma eat her like an edible (Eat it up) They love him, they call him incredible (Incredible) They say fuck him he fresh out the medical (Fresh out the) Medical, Medical, Medical She a bad bitch from out of town, she pop like this (Pop it, yeah) Stop runnin' 'round town, sayin' you fucked my bitch (Quit cappin', stop it) Them young niggas runnin' down, we run right in (Runnin' in, runnin' in, runnin' in) I'm not talking 'bout a man unless it's Ben (No, Benjamin Franklin, racks) She wanna go to the sunken place, told her to giddy up, ándale (Giddy up, sunken place!) Put you in brand new fabrics, let you go drip on the runway (Woop, drip) Demons they shake off my back when I walk into church on a Sunday (Help me, God!) Niggas don't know how to act, so that's why I bought a new AK (It go brrat, rah) Chopper bullet gettin' off, everybody runnin' off (Hey, go) Bad bitches love my dog (Bad) Send 'em back, they tell it all (Send 'em back, brrrrrrt, hey) Only taking one call (One call, brrrrt) I'm not taking no calls I can dance with the devil, but I can't try to be God (Dance, nope) Damn, that's kinda odd, let you try to be better (Odd, you) Put these bitches on the pedestal (Bitch) I'mma eat her like an edible (Eat it up) They love him, they call him incredible (Incredible) They say fuck him, he fresh out the medical (Fresh out the) She a dime out the ghetto New Patek, now she walk the high pedestal Popped the Perc' down her throat like an edible I don't hang with no broke, they ineligible Put her on a jet, then I put her on flex Look at that ass, it stupid, Tourette's Do the whole dash and I pray I don't wreck Buy a bitch an ass, she was sittin' on flats Watchin' my back, don't slap, go attack Hoppin' in the hatch, Richard Mille max You wanna offer me a mil', you can have the deal back Sticks in the field kill, pull your weave back Pull her hair, break her back like a Kit Kat Give my dog a bone, that's a whole hunnid' racks Hit 'em with a sig in the stomach, six pack Serve a nigga bags, rob him, that's a recap Bitch, give me neck 'til you break your kneecaps Telling my brothers to stay calm, though Turned to a monster, won't let it go to a- Phantom of the opera, it goes where it goes My nightmares still haunt me (Dream) When I sleep, they haunt me When I sleep, they haunt me (Ooh) And my nightmares, they haunt me (Ooh ooh) But I won't let 'em get the best of me (Yeah) In the sunken- Alien, magical, flyin' one Being, I got her signed on Beam me up, I'm 'bout to sign off Dumber now, need to take time off Dumber now, I don't believe the time Should have gone, man, I believe they lyin' (Get a mic, huh) Sign, do you believe in signs? Bigger sign, bet they gon' bleed now Aliens, double to sign off Better time, 'bout to take time off I don't believe in time, I just believe in signs Order a bleeding nine, tell her, "Don't leave tonight" Alien, being 'bout to fly out Took her out, order her something with eyes out They was done, we the one, we just on Louis thong, Lebanon, we become, what they done? Duh-na-na, duh, feel it, feel it, feel it This ain't our planet, that's why I kill it Kill it, animals, kill it, ozone, kill it Blood, spill it, somethin' you deal with Alien, took the time off, I just took time off Fly up, a pyramid, dunked on, Vesuvius No bro, serious, I'm dead serious I'm dead serious, I'm dead serious Alien, period, she on her period She gonna come here yet, something, then we get Closer, better yet, na-na, duh-na-na Alien, takeoff, I took time off I don't believe in time, I just believe in signs I've just been feeling nine We gon' just leave at nine Christian calendar, some-some calendar Airplane, challenge us, happened to Challenger Said, "It blow up," Michael Moore said, "Know what? Ain't nobody die!" Alex Jones said the same shit and fried, oh shit! Alien, pyramid, fly off, take off Break off, Kit Kat, take off, wake up Make off, they go, say go, get makeov' You let go in Waco, Texas Pull up, err-err, 'Lexus Flex this, bless this, genesis, precious Message, message, bless it Don't stress it, don't stress shit Don't test it, don't test this Don't touch this, man they Hammer time On the dotted line, on the camera time When it's out of line and they meant it right Done it down to nine, on the dotted line Want a better line and I'm feeling right Kill the feeling, right, oh and I made it rhyme 'Cause I met a time and you're out of time And you wear the line and he out of line But he set it off, on the Adderall When they got it all, set it off y'all Alien, takeoff, monster All day, nigga Dance, ayy, ayy-ayy-ayy All day, nigga How long you niggas ball (Ball)? All day, nigga How much time you spent at the mall? All day, nigga How many runners do you got on call? All day, nigga Swish, swish, how long they keep you in court? All day, nigga Take you to get this fly? All day, nigga Tell your P.O. how-how long you been high? All day, nigga You already know I’m straight from the Chi, all day, nigga South, south, south side! All day, nigga This Ye, nigga Shoppin' for the winter and it’s just May, nigga Ball so hard, man, this shit cray, nigga And you ain't gettin' money 'less you got eight figures For that Jesus piece, man, I've been saved, nigga Just talked to Farrakhan, that's sensei, nigga Told him I've been on ten since the 10th grade, nigga Got a middle finger longer than Dikembe, my nigga, uh I don't let 'em play with me I don't let 'em talk to me no kind of way Uh, they better watch what they say to me Niggas still gettin' popped on the day to day Yeah, I still got the hundred with the small face, nigga Might spend 50 racks on my off day, nigga You a fake Denzel like the Allstate nigga If you run into me, better have Allstate with yah You a Rico Suave nigga Ride 'round listen to Sade, nigga If you ain't with us, you in our way, nigga You an actor, you should be on Broadway, nigga 'Cause you do shit the broad way, nigga Your bitch got a ass, but my broad way thicker Late for the class, in the hallway, nigga Yeah, the dropout at it as always, nigga, as always All day, nigga I took a young sweet breath, and I reached into my Earth Gave him what I had left At that moment, I dispersed At that moment, I dispersed All day, nigga How-h-how long you ball? All day, nigga How much time you spent at the mall? All day, nigga How long it take you to get this fly, fly? All day, nigga Tell your P.O. how-how long you been high, high? All day, nigga Pour some Hen' out for my niggas that died, all day, nigga And I keep a bad bitch on the passenger side, all day, nigga You already know I'm straight from the Chi, all day, nigga South, south, south side! All day, nigga I could do this all day, boy (Woo), I'm finna turn this bitch out They need that Ye in the streets, boy (Woo), there's been a mothafuckin' drought Don't really matter what I make, boy (Woo), you know I still go wild Like a light-skinned slave, boy (Woo), we in the mothafuckin' house Right now, you lookin' real sus right now I swear I've been on this flight like a month right now Stupid niggas gettin' money, Forrest Gump right now Shout-out to Jackie Chan, I need to stunt right now They've been lookin' at the 'Gram, I've been lookin' at the Grammys Like, huh, that's us right now (Right now) 24/7, 365 days, everybody gettin' paid (Go crazy) Niggas lookin' at me like I'm worth both MJs People saying, "Ye, Ye, take it easy" Twenty Gs for the Yeezys off of eBay Niggas do the most and they ain't done shit Only way I can sum it up, sumbitch Hands up, hands up, hands up Hands up, hands up, hands up So won't you dance? Ayy, ayy-ayy-ayy All day, nigga I took a young sweet breath, and I reached into my Earth Gave him what I had left At that moment, I dispersed At that moment, I dispersed Get low, alright Get low, alright What up? Alright, alright Stay low, alright Stay low, alright Stay low, alright South, south, south side! All day, nigga Whistling Well, well, well, let me run (Let me run) Let me run to see who came undone You've been right in my face Let me run 'til you're off my case Woah-woah, woah-woah Woah-woah, woah-woah Woah-woah, woah-woah Woah-woah, woah-woah All day, nigga (Dance, ayy, ayy ayy ayy) All day, nigga How long you niggas ball? All day, nigga How much time you spent at the mall? All day, nigga How many runners do you got on call? All day, nigga (swish, swish) How long they keep you in court? All day, nigga Take you to get this fly? All day, nigga Tell your P.O. how-how long you been high? All day, nigga You already know I'm straight from the Chi, all day, nigga South, south side! All day, nigga This Ye, nigga Shoppin' for the winter and it's just May, nigga Ball so hard, man, this shit cray, nigga And you ain't gettin' money 'less you got eight figures For that Jesus piece, man, I've been saved, nigga Just talked to Farrakhan, that's sensei, nigga Told him I've been on ten since the 10th grade, nigga Got a middle finger longer than Dikembe, my nigga, uh I don't let 'em play with me I don't let 'em talk to me no kind of way Uh, they better watch what they say to me Niggas still gettin' popped on the day to day Yeah, I still got the hundred with the small face, nigga Might spend 50 racks on my off day, nigga You a fake Denzel like the Allstate nigga If you run into me, better have Allstate with yah You a Rico Suave nigga Ride 'round listen to Sade, nigga If you ain't with us, you in our way, nigga You an actor, you should be on Broadway, nigga Cause you do shit the broad way, nigga Your bitch got a ass, but my broad way thicker Late for the class, in the hallway, nigga Yeah, the dropout at it as always nigga, as always All day, nigga I took a young sweet breath, and I reached into my Earth Gave him what I had left At that moment I dispersed At that moment I dispersed All day, nigga How-h-how long you ball? All day, nigga How much time you spent at the mall? All day, nigga How long it take you to get this fly, fly? All day, nigga Tell your P.O. how-how long you been high, high? All day, nigga Pour some Hen out for my niggas that died, all day, nigga And I keep a bad bitch on the passenger side, all day, nigga And you already know that a nigga from the Chi, all day, nigga South, south, south side, side! All day, nigga I could do this all day, boy You know I wanna get down (yeah) Like a light skinned slave, boy We in the mothafuckin' house! (ayy) Don't really matter what I make, boy You know I still go wild They need that Ye in the streets, boy There's been a mothafuckin' drought 24/7, 365 days, everybody gettin' paid People lookin' at me like I'm worth both MJs Made the release date a police date People sayin', "Ye, Ye, take it easy" 20 Gs for the Yeezys off of eBay Niggas do the most and they ain't done shit Only way I can sum it up, sumbitch So won't you dance? ayy, ayy ayy ayy All day, nigga Whistling All day, nigga I took a young sweet breath, and I reached into my Earth Gave him what I had left At that moment I dispersed At that moment I dispersed Hotter than a blowtorch Bank account just had a growth spurt If my partna' goes up, I can play whole court All we used to do is eat cold cuts, yeah All day, nigga Used to sell yay out the hallway, nigga (hallway) Gunshots rang in the broad day, nigga (broad day) I like it when my shrimp is sautéed, nigga (sautéed) All day, nigga I said you can play this shit like all day, nigga (all day) Playin' no games, no arcade, nigga Been doin' this shit since a bald fade, nigga (nigga) Nigga, dreadlock rasta Got a lot of dimes in my goddang roster Put Forgiattos on a red Lamborghini Now that mothafucka lookin' like a goddang lobster (whooh) All day, nigga Smoke me a joint then them eyes red, nigga Please don't make me fuckin' irate, nigga If swag was a sport then I'd race niggas, vrrrrrm Fuck it, I'll annihilate niggas Came here to violate niggas Violence, most valuable player All these checks in the mail I could check the mailbox all day, nigga Get low, alright All day, nigga Get low, alright All day, nigga Get low, alright All day, nigga Get low, alright All day, nigga South, south, south side, side! All day, nigga Nothing bout you Nothing bout you I wanna tell you All day, nigga Dance, ayy, ayy ayy ayy All day, nigga How long you niggas ball? All day, nigga How much time you spent at the mall? All day, nigga How many...do you got on call? All day, nigga Swish, swish...they keep you in court? All day, nigga Take you to get this fly? All day, nigga Tell your P.O. how-how long you been high? All day, nigga You already know I’m straight from the Chi, all day, nigga South, south side! All day, nigga This Ye, nigga Shoppin' for the winter and it’s just May, nigga Ball so hard, man, this shit cray, nigga And you ain't gettin' money 'less you got eight figures Talkin' big face, nigga Put yo' ass back of pocket like a switch blade, nigga, uh I ain't tryna play, nigga Got a middle finger longer than Dikembe, my nigga, uh All day, nigga 'Ye in the building like a hallway, nigga Still got the hundred with the small face, nigga Might spend 50 racks on my off day, nigga Might...naturally all day, nigga If...have Allstate with you, uh You a Rico Suave nigga Ride 'round listen to Sade, nigga Ride 'round something and it's all day, nigga You an actor, you should be on Broadway, nigga Cause you do shit the broad way, nigga Your bitch got a ass, but my broad way thicker ...then booked it like the Barclays Center, uh Nothing bout you Nothing bout you I wanna tell you (All day, nigga) I took a young sweet breath, and I reached into my Earth Gave him what I had left At that moment I dispersed At that moment I dispersed I took a young sweet breath, and I reached into my Earth Gave him what I had left At that moment I dispersed At that moment I dispersed All day hoe, my neck look sweeter than parfait hoe Rap Derek Jeter in a red two-seater I can throw this dick from far away hoe (swish it, swish it) Ask me how long do it take to be the greatest I'm a bar away hoe (swish it, swish it) Damn Kanye never will it be safe Bitch, I already know (swish it, swish it) 24/7, 365 days, everybody gettin' paid Nigga lookin' at me like I'm worth both MJ's Chitown, PJ all of BJ Chitown, we play for the freebase These days, don't believe what police say DJ's and the B-boys run shit Only way I can sum it up, sum' bitch Nothing bout you Nothing bout you I wanna tell you So won't you dance, ayy, ayy ayy ayy Little darling, let me run (let me run) Until I find myself In the morning sun Give me freedom (give me freedom) Give me space I want to find myself In that special place Whooooa, whooooa Whooooa, whooooa Whooooa, whooooa Whooooa, whooooa All day (All day) Dance, ayy, ayy-ayy-ayy-yeah All day, all day How long you niggas ball? All day, all day How much time you spent in the mall? All day (All day) How many whoop- do you got on call? All day (All day) Ha- how long they keep you in court? All day, all day Take you to get this fly? All day, all day Tell your P.O. how-how long you been high? All day, all day You already know that I’m straight from the Chi, all day, all day South, south, south side! All day, all day This Ye, nigga Shoppin' for the winter and it’s just May- Ball so hard, man, this shit cray, nigga And you ain't gettin' money 'less you got eight figures For that Jesus piece, man, I've been saved, nigga Just talked to Farrakhan, that's sensei Told him I've been on ten since the 10th grade- Got a middle finger longer than Dikembe, my nigga, uh I don't let 'em play with me I don't let 'еm talk to me no kind of way Uh, they bettеr watch what you say to me People still gettin' popped on the day to day Yo, I still got the hundred with the small face, nigga Might spend 50 racks on my off day, ni- You a fake Denzel like the Allstate nigga If you run into me, better have Allstate with yah, uh You a Rico Suave (Suave) Drive 'round listen to Sade (Sade) If you ain't with us, you in our way (Nah way) You an actor, you should be on Broadway (Broadway) 'Cause you do shit the broad way Your girl got a ahh, but my broad way thicker Late for the class, in the hallway, nigga Yeah, the dropout at it as always, nigga, as always Yeah Yeah-yeah-yeah, yeah Ay, all day, all day I took a young sweet breath, and I reached into my Earth Gave him what I had left At that moment, I dispersed, all day At that moment, I dispersed All day, all day How long y'all playas ball? All day, all day How much time y'all spent in the mall? All day, all day How- it take you to get this fly? All day, all day Tell your P.O. how-how long you been high? All day, all day Pour some Hen' out for my niggas that died, all day, all day And I keep a bad chick on the passenger side, all day, all day And you already know that I'm straight from the Chi, all day, all day South, south, south side! All day, all day I could do this all day, boy (Woo), I'm 'bout to turn this bitch out They need that Ye in the streets, boy (Woo), there ever really been a drought (Woo) Don't really matter what I make, boy (Woo), you know I still go wild Like a light-skinned slave, boy, we in the mothafuckin' house Right now, you lookin' real sus right now I swear, I've been on this flight like a month right now Stupid niggas gettin' paid, Forrest Gump right now Shout-out to Jackie Chan, I need to stunt right now Y'all been lookin' at the 'Gram, I've been lookin' at the Grammys Like, huh, that's us right now 24/7, 365 days, everybody gettin' paid (Go crazy) People lookin' at me like I'm worth both MJs Screamin', "Ye, Ye, take it easy" Twenty Gs for the Yeezys off of eBay People do the most and they ain't done shit Only way we can sum it up, sumbitch Hands up, hands up (Hands up) So won't you dance? Ayy, ayy-ayy-ayy Ha-, Hands up (All day) I took a young sweet breath, and I reached into my Earth Gave him what I had left At that moment, I dispersed At that moment, I dispersed Ay Get low, get low, get low, alright, alright Get low, get low, get low, get low, alright Get low, get low, get low, alright, alright Get low, get low, get low, woo, alright Stay low, stay low, alright, yeah, alright Stay low, alright, ay-yeah, alright Stay low, alright ay, alright Yo, Skepta, thank you, yeah-yeah-yeah, ay-yeah All day, all day All dreams real, all dreams real My boy text me, he told me, "Dream big" Like the cars that we own now, 'member we used to lease it Now we undefeated, look at what the team did All dreams are real All dreams, real (Real) All dreams, real All dreams, real, real Spirit of Coltrane with us Old slang, you know the old sayin' Ho's saying, "He sold out," out the stores, mane I like soul beats and pj's, I'm so plain Opps crowded around my house like I was Houssein Came and grabbed me out my house like I was insane Doc sayin', "There's somethin' wrong with his membrane" I've been sufferin' from lack of sleep, bitch, I been drained Gotta high type of tolerance for that type of pain Pour some, I wan' go numb 'till it's okay Here we go, I'm off the drink and now we in things We was lowkey, heard you wanted to avenge things We approached, we ain't gon' make it 'till the endgame Guess that's just what he got to do to get the rent paid I ain't gon' hate on no man to get a bill paid Bills ain't the real pain, the real pain is real pain Your self-hate, self-doubtin', fake love But All dreams, real (Real) Accept no invitations, babe All dreams, real (Real) “Yeah, 'Ye cold But that Trump hat forced me to feel like I like J. Cole.” Damn My own city turned they back on me They thought I told Push about Drake's son, goddamn Like I ain't want them to run, goddamn I guess they fall and they dumb, goddamn I don't care about his son, goddamn I just rap about me, goddamn Niggas can't resist publicity for free, goddamn Always wantin' somethin' like it isn't me, goddamn Everytime, I rap it, this ain't charity, goddamn Energy that never die, energy that stay alive Energy, the synastry I'm finna see a synesthesia I could see ya, color feel ya Bona feature, extra features I'm allegiant, all the deats, all the features And the teachers and the preachers They could reach us on the feature All the leaches, all my features I was just in the bleachers Jump the bleachers, I'm a thesis That's my thesis, Holy Jesus Um All dreams, real (Real) All dreams, real (Real) "Gotta let 'Ye be 'Ye" Let me? Psh-psh-nigga? It's real, all dreams real My boy text me, he told me "Dream big" Like the things that we not accomplished used to seem big Had the phone to seem big Look at what the team did All dreams real All dreams real (Real) All dreams real, real Spirit of Coltrane And the old slang You know the old sayin' Hoes saying, the full sayin', like a sayin I like bolted out like I was Jose They just crowded around my house like I was Houssein They just dragged me out my house like I was insane They just locked me up in some and I was in pain I've been sufferin' with no sleep, nigga, I been drained Got something they never sane on your membrane Pour some, I gotta get down til we in things Just stomping all the ways, getting in things Pour some, I had it now I'm lane Won't on any something on the No stomping on it just to get the rent paid And that's the only where we been, hey And I say All dreams real (Real) (Accept no limitations, baby) All dreams real (Real) Yeah, 'Ye cold But that Trump hat forced me to feel like I like J. Cole, damn My own city turned they back on me They thought I told Push about Drake's son, goddamn Like I ain't want them to run, goddamn I guess they fall and they dumb, goddamn I don't care about his son, goddamn I just rap about me, goddamn Niggas can't resist publicity for free, goddamn Always wantin' somethin' like it isn't me, goddamn Everytime, I rap it, this ain't charity, goddamn Energy that never die, energy that stay alive Energy, the synastry I'm finna see a synesthesia I could see ya, color feel ya Bona feature, extra features I'm allegiant, all the deats, all the features And the teachers and the preachers They could reach us on the feature All the leaches, all my features I was just in the bleachers Jump the bleachers, I'm a thesis That's my thesis, Holy Jesus Um All dreams real (Real) All dreams real, real, real "Gotta let 'Ye be 'Ye" Let me? Sh-, shit, nigga Yo They try to say Kanye West Was out here wildin' like, uh, Delonte West But these new verses sounding like André’s best But he couldn't ever quite seem to get quite André fresh Three stacks, stacks on my known thumb when you be back I don't need something, need the feedback Let’s follow up, let's follow up Got something, call some', call 'em up Got something, something, call 'em up And I call something, ball 'em up All the way to Baltimore, all the And they in the auto mall, whole summer long And you stay like a Audemar Sun Tzu, it's the art of war Head's down, it’s a war, what they calling for then, huh? No stones, what you balling for then, huh? Stone, stone what you running for then, huh? This here what they really want, then, huh? Someone wanna way I get it, uh, uh, nah, nah Nah, nigga, nah, fuck that, nah, nah, nah, nah, nah Nah, nigga, nigga, what’s that? club back, nigga, cut back Ohh, is that what it looked at? Like your made them when you on your way to work And the boss said, "Uh, we makin' cut backs" Nigga, bust that, nah, hit club like where the sluts at? Uhh, hit the club holdin’ my nutsack, ugh Yeah, kinda want it, hit it, but I couldn't nut that Talk about it, tryna get a nut at I dunno how he cut that, that cut back Hold on now, when I told you, hey Front line , I wouldn't wanna be a soldier Pray hard, stay hard, way hard Eight times in a row, pace times in a boat Pay fine in the low, pay fives to the dough Lost, lawsuit city, baby, egh All coupe me, baby, I'm Frank Nitti, baby Man, Wayne with me, baby, uh Said he ain’t with me, baby, uh Runnin' from my , what do you expect though? Hector, lettin' that go for the respect though Nah, nah, nigga, ain't tryna play that Said it would, where 'Ye at? Sendin' with the 'ye back Sellin' on the day , stomp on it, then he did it way back And I ain't never, no, never, never change that Got it where the at, got it with the at I got it with your name at, we the one who laid that He ain't really mean that, where your team at? Got 'em where you at, nigga, I seen that where the at? Came back stuntin', pullin' dirt like a fiend at , I like ninas, why? That's why, that's right, that's right, ayy That's right, that's right, that's right That's right, nigga, that's right, uh, that's right That ain't no, just like, uh, just like, that, that's right Stop it, uh, stop it, I might cop it Put it, did it, I might did it Did it, shit it, I might hit it Send it, done it, if you with it Throwin' back , huh Send it, puttin' centrefold, they ain't said nothin' Ain't better my name, fuckin' on a bitch They ain't have a bellybutton, put it in her bellybutton You know where they at now, somebody, uh Man, you picture this, when you look at sports in You got this, just, you would reminisce This bitch, this bitch, this bitch, this bitch Ain't lyin' on my dick, on some other shit, uh Supernova shit, four-leaf clover shit I don't believe in luck, I'm blessed I know up, I'm Freestyle goin' too long, I don't feel like listenin' to it back Freestyle goin' too long, I don't feel like listenin' to it back Take this shit right to another track where you feelin' at? Same place that your baby-mother at Same whip that your baby-mother got I'm on with another rack had another plaque, fuck it all though (Stop it) They try to say Kanye West Was out here wildin' like, uh, Delonte West But these new verses sounding like Andre's best But he couldn't ever quite seem to get quite Andre fresh Three stacks, stacks on my known thumb when you be back I don't need something, need the feedback Let's follow up, let's follow up Got something, call some', call 'em up Got something, something, call 'em up And I call something, ball 'em up All the way to Baltimore, all the And they in the auto mall, whole summer long And you stay like a Audemar Head's down, it's the art of war Head's down, it's a war, what they calling for then, huh? Oh, when it all, it all falls down Yeah, this the real one, baby I'm tellin' you all, it all falls down Uh, Chi-Town, stand up! Oh, when it all, it all falls down Southside, Southside We gon' set this party off right I'm tellin' you all, it all falls down Westside, Westside We gon' set this party off right Oh, when it all Man, I promise, she's so self-conscious She has no idea what she doin' in college That major that she majored in don't make no money But she won't drop out, her parents'll look at her funny Now, tell me that ain't insecurr The concept of school seems so securr Sophomore, three yurrs, ain't picked a carurr She like, "Fuck it, I'll just stay down hurr and do hair" 'Cause that's enough money to buy her a few pairs Of new Airs, 'cause her baby daddy don't really care She's so precious with the peer pressure Couldn't afford a car, so she named her daughter Alexis She had hair so long that it looked like weave Then she cut it all off, now she look like Eve And she be dealin' with some issues that you can't believe Single black female addicted to retail, and well Oh, when it all, it all falls down And when it falls down, who you gon' call now? I'm tellin' you all, it all falls down C'mon, c'mon, and when it all falls down Oh, when it all Man, I promise, I'm so self-conscious That's why you always see me with at least one of my watches Rollies and Pashas done drove me crazy I can't even pronounce nothing, pass that Ver-say-see! Then I spent four hundred bucks on this Just to be like, "Nigga, you ain't up on this" And I can't even go to the grocery store Without some 1s that's clean and a shirt with a team It seem we livin' the American Dream But the people highest up got the lowest self-esteem The prettiest people do the ugliest things For the road to riches and diamond rings We shine because they hate us, floss 'cause they degrade us We tryna buy back our 40 acres And for that paper, look how low we'll stoop Even if you in a Benz, you still a nigga in a coupe Oh, when it all, it all falls down Come on, come on I'm tellin' you all, it all falls down And when it falls down, who you gon' call now? Oh, when it all, it all falls down Come on, come on I'm tellin' you all, it all falls down And when it all falls down I say, "Fuck the police," that's how I treat 'em We buy our way out of jail, but we can't buy freedom We'll buy a lot of clothes, but we don't really need 'em Things we buy to cover up what's inside 'Cause they made us hate ourself and love they wealth That's why shorty's hollerin', "Where the ballers at?" Drug dealer buy Jordan, crackhead buy crack And the white man get paid off of all of that But I ain't even gon' act holier than thou' 'Cause fuck it, I went to Jacob with 25 thou' Before I had a house and I'd do it again ‘Cause I wanna be on 106 & Park, pushin' a Benz I want to act ballerific like it's all terrific I got a couple past-due bills, I won't get specific I got a problem with spendin' before I get it We all self-conscious, I'm just the first to admit it Oh, when it all, it all falls down C'mon, c'mon And when it falls down, who you gon' call now? I'm tellin' you all, it all falls down C'mon, c'mon, and when it falls down Oh, when it all, it all falls down Southside, Southside We gon' set this party off right I'm tellin' you all, it all falls down Westside, Westside We gon' set this party off right Oh, when it all, it all falls down Chi-Town, Chi-Town We gon' show 'em how we get down I'm tellin' you all, it all falls down Now, Syleena, you just like a safe belt, you saved my life C'mon Oh, when it all, it all falls down I'm tellin' you all, it all falls down *Applause* I can't keep workin' like this This grave shifts is like a slave ship Oh, when it all (yeah) It all falls down (this the real one, baby) I'm tellin' you all (uh) It all falls down (Chi-Town, stand up) Oh, when it all (Southside, Southside) It all falls down (we gon' set this party off right) I'm tellin' you all (Westside, Westside) It all falls down, oh, when it all (we gon' set this party off right) Man, I promise, she's so self-conscious She has no idea what she doin' in college That major that she majored in don't make no money But she won't drop out, her parents'll look at her funny Now, tell me that ain't insecurr The concept of school seems so securr Sophomore, three yurrs, ain't pickеd a carurr She like, "Fuck it, I'll just stay down hurr and do hair" 'Cause that's еnough money to buy her a few pairs Of new Airs, 'cause her baby daddy don't really care She's so precious with the peer pressure Couldn't afford a car, so she named her daughter Alexis She had hair so long that it looked like weave Then she cut it all off, now she look like Eve And she be dealin' with some issues that you can't believe Single black female addicted to retail, and well Oh, when it all, it all falls down (uh) And when it falls down, who you gon' call now? I'm tellin' you all (c'mon, c'mon) It all falls down And when it falls down, oh, when it all (and when it all falls down) Man, I promise, I'm so self-conscious That's why you always see me with at least one of my watches Rollies and Pashas done drove me crazy I can't even pronounce nothin', pass that Ver-say-see Then I spent four hundred bucks on this Just to be like, "Nigga, you ain't up on this" And I can't even go to the grocery store Without some Ones that's clean and a shirt with a team It seem we livin' the American Dream But the people highest up got the lowest self-esteem The prettiest people do the ugliest things For the road to riches and diamond rings We shine because they hate us, floss 'cause they degrade us We tryna buy back our 40 acres And for that paper, look how low we'll stoop Even if you in a Benz, you still a nigga in a coupe Oh, when it all (c'mon, c'mon) It all falls down (and when it falls down, who you gon' call now?) I'm tellin' you all (come on, come on) It all falls down, oh, when it all (and when it all falls down) I say, "Fuck the police, " that's how I treat 'em We buy our way out of jail, but we can't buy freedom We'll buy a lot of clothes, but we don't really need 'em Things we buy to cover up what's inside 'Cause they made us hate ourself and love they wealth That's why shorty's hollerin', "Where the ballers at?" Drug dealer buy Jordan, crackhead buy crack And the white man get paid off of all of that But I ain't even gon' act holier than thou 'Cause fuck it, I went to Jacob with twenty-five thou Before I had a house and I'd do it again 'Cause I wanna be on 106 & Park, pushin' a Benz I want to act ballerific like it's all terrific I got a couple past-due bills, I won't get specific I got a problem with spendin' before I get it We all self-conscious, I'm just the first to admit it Oh, when it all (yeah, c'mon, c'mon) It all falls down (and when it falls down, who you gon' call now?) I'm tellin' you all (c'mon, c'mon) It all falls down (and when it falls down) Oh, when it all (Southside, Southside) It all falls down (we gon' set this party off right) I'm tellin' you all (Westside, Westside) It all falls down (we gon' set this party off right) Oh, when it all (Chi-Town, Chi-Town) It all falls down (We gon' show 'em how we get down) I'm tellin' you all (Now, Syleena, you just like a safe belt) It all falls down (you saved my life, c'mon) Oh, when it all, it all falls down I'm tellin' you all, it all falls down I's can't keep workin' like this This grave shift is like a slave ship Oh, when it all, it all falls down Yeah, this the real one, baby I'm tellin' you all, it all falls down London, stand up! Oh, when it all, it all falls down Southside We gon' set this party off right We set this party off right or what? I'm tellin' you all, it all falls down Okay, that's it Man, I promise, she's so self-conscious She has no idea what she doin' in college That major that she majored in don't make no money But she won't drop out, her parents'll look at her funny Now, tell me that ain't insecurr The concept of school seems so securr Sophomore, three yurrs, ain't picked a carurr She like, "I'll just stay down hurr and do hair" That's enough money to buy her a few pairs Of new Airs, her baby daddy don't really care She's so precious with the peer pressure Couldn't afford a car, so she named her daughter Alexis Had hair so long that it looked like weave She cut it all off, now she look like Eve She dealin' with some issues that you can't believe Single black female addicted to retail, and well Oh, when it all, it all falls down Everybody say, "All falls down" And when it falls down, who you gon' call now? I'm tellin' you all, it all falls down Let me hear you sing And when it falls down Oh, when it all Man, I promise, I'm so self-conscious That's why you always see me with at least one of my watches Rollie's and Pasha's done drove me crazy I can't even pronounce nothin', pass that Ver-say-see! Then I spent four hundred bucks on this (For real) Just to be like, "Nigga, you ain't up on this" And I can't even go to the grocery store Without some Ones that's clean, a shirt with a team It seem we livin' the American Dream But the people highest up got the lowest self-esteem The prettiest people do the ugliest things For the road to riches and diamond rings We shine because they hate us, floss 'cause they degrade us We tryna buy back our forty acres And for that paper, look how low we'll stoop Even if you in a Benz, you still a nigga in a coupe Oh, when it all, it all falls down Come on, everybody say, "All falls down" And when it falls down, who you gon' call now? I'm tellin' you all, it all falls down I can't hear you! And when it all falls down Oh, when it all I say, "–– the police," that's how I treat 'em We buy our way out of jail, but we can't buy freedom We'll buy a lot of clothes, but we don't really need 'em Things we buy to cover up what's inside 'Cause they made us hate ourself and love they wealth That's why shorty's hollerin', "Where the ballers at?" Drug dealer buy Jordan, crackhead buy crack And George Bush get paid off of all of that But I ain't even gon' act holier than thou Fuck it, I went to Jacob with 25 thou Before I had a house and I'd do it again I wanna be on 106 & Park, pushin' a Benz I want to act ballerific like it's all terrific I got a couple past-due bills, I won't get specific I got a problem with spendin' before I get it We all self-conscious, I'm just the first to admit it Oh, when it all, it all falls down Yeah, now everybody say And when it falls down, who you gon' call now? I'm tellin' you all, it all falls down Now let me hear you say And when it all falls down Oh, when it all, it all falls down Let's go, let's go, lemme hear you say One more time, one more time I'm tellin' you all, it all falls down From the front to the back, say And when it all falls down Oh, when it all, it all falls down Yeah, this the real one, baby I'm tellin' you all, it all falls down Uh, Chi-Town, stand up! Oh, when it all, it all falls down Southside, Southside We gon' set this party off right I'm tellin' you all, it all falls down Westside, Westside We gon' set this party off right Oh, when it all Man, I promise, she's so self-conscious She has no idea what she doin' in college That major that she majored in don't make no money But she won't drop out, her parents'll look at her funny Now, tell me that ain't insecurr The concept of school seems so securr Sophomore, three yurrs, ain't picked a carurr She like, "Fuck it, I'll just stay down hurr and do hair." ‘Cause that's enough money to buy her a few pairs Of new Airs, ‘cause her baby daddy don't really care She's so precious with the peer pressure Couldn't afford a car, so she named her daughter Alexis She had hair so long that it looked like weave Then she cut it all off, now she look like Eve And she be dealin' with some issues that you can't believe Single black female addicted to retailers, and well Oh, when it all, it all falls down And when it falls down, who you gon' call now? I'm tellin' you all, it all falls down C'mon, c'mon, and when it falls down Oh, when it all Man, I promise, I'm so self-conscious That's why you always see me with at least one of my watches Rollie's and Pasha's done drove me crazy I can't even pronounce nothin', pass that Ver-say-see! Then I spent four hundred bucks on this Just to be like, "Nigga, you ain't up on this." And I can't even go to the grocery store Without some Ones that's clean and a shirt with a team It seem we livin' the American Dream But the people highest up got the lowest self-esteem The prettiest people do the ugliest things For the road to riches and diamond rings We shine because they hate us, floss 'cause they degrade us We tryna buy back our 40 acres And for that paper, look how low we'll stoop Even if you in a Benz, you still a nigga in a coupe Oh, when it all, it all falls down Come on, come on I'm tellin' you all, it all falls down And when it falls down, who you gon' call now? Oh, when it all, it all falls down Come on, come on I'm tellin' you all, it all falls down And when it all falls down I say, "Fuck the police," that's how I treat 'em We buy our way out of jail, but we can't buy freedom We'll buy a lot of clothes, but we don't really need 'em Things we buy to cover up what's inside 'Cause they made us hate ourself and love they wealth That's why shorty's hollerin', "Where the ballers at?" Drug dealer buy Jordan, crackhead buy crack And the white man get paid off of all of that But I ain't even gon' act holier than thou 'Cause fuck it, I went to Jacob with 25 thou Before I had a house and I'd do it again ‘Cause I wanna be on 106 & Park, pushin' a Benz I want to act ballerific like it's all terrific I got a couple past-due bills, I won't get specific I got a problem with spendin' before I get it We all self-conscious, I'm just the first to admit it Oh, when it all, it all falls down C'mon, c'mon And when it falls down, who you gon' call now? I'm tellin' you all, it all falls down C'mon c'mon, and when it falls down Oh, when it all, it all falls down Southside, Southside We gon' set this party off right I'm tellin' you all, it all falls down Westside, Westside We gon' set this party off right Oh when it all, it all falls down Chi-Town, Chi-Town We gon' show 'em how we get down I'm tellin' you all, it all falls down Now, Syleena, you just like a safe belt, you saved my life C'mon Oh when it all, it all falls down I'm tellin' you all, it all falls down Oh, when it all (Uh), all falls down (What you singin'?) I'm telling you all, it all falls down (I hear you, I hear you, L, but) Oh, when it all, all falls down (Remember they used to call you that?) I'm telling you all, it alls falls down (Merce' Lauryn? Streets say I'ma tell her) Oh, when it all Man I promise, she's so self conscious She has no idea what she doing in college (I'm telling you all) That major that she majored in don't make no money But she won't drop out, her parents will look at her funny Now, tell me that ain't insecure The concept of school seems so secure Sophmore three years, ain't picked a career She like fuck it, I'll just stay down here and do hair (Oh, when it all) Cause that's enough money to buy her a few pairs of new Airs (All falls down) Cause her baby daddy don't really care (I'm telling you all) She's so precious with the peer pressure Couldn't afford a car so she named her daughter Alexis (Oh, when it all) She had hair so long that it looked like weave Then she cut it all off now she look like Eve And she be dealing with some issues that you can't believe Single black female addicted to retail, and, well Oh when it all, it all falls down Uh, and when it falls down who you gon' call now? (Y'all mean) Oh when it all, it all falls down Yeah, uh Man I promise, I'm so self-conscious (Oh, when it all) That's why you always see me with at least one of my watches (I'm telling you all) Rollies and Pashas done drove me crazy I can't even pronounce nothing, pass that versace (Oh, when it all) Then I spent four-hunnid bucks on this Just to be like, "Nigga, you ain't up on this" And I can't even go to the grocery store Without some 1s that's clean and a shirt with a team (Oh, when it all) It seems we living the American Dream (All falls down) But the people highest up got the lowest self-esteem (I'm telling you all) The prettiest people do the ugliest things For the road to riches and diamond rings (Oh, when it all) We shine because they hate us, floss 'cause they degrade us We trying to buy back our forty acres And for that paper, look how low we'll stoop Even if you in a Benz, you still a nigga in a coupe Oh when it all, it all falls down And when it falls down who you gon' call now? Oh when it all, it all falls down Yeah, yeah, word I say fuck the police, that's how I treat 'em (Oh, when it all) We buy our way out of jail, but we can't buy freedom We'll buy a lot of clothes but we don't really need 'em Things we buy to cover up what's inside 'Cause they make us hate ourself and love they wealth That's why shorties hollering, "Where the ballers at?" Drug dealer buy Jordan, crackhead buy crack And the white man get paid off of all of that (Oh, when it all) But I ain't even gonna act holier than thou (All falls down) 'Cause fuck it, I went to Jacob with twenty-five thou' Before I had a house and I'd do it again (I'm telling you all) 'Cause I wanna be on 106 & Park pushing a Benz (Oh, when it all) I wanna act ballerific like it's all terrific I got a couple past-due bills, won't get specific I got a problem with spending before I get it We all self-conscious, I'm just the first to admit it Oh when it all, it all falls down (Don't stop that shit, keep that shit) I'm telling you all, it all falls down, yeah (Keep that part where I ran out of breath, we ain't doing no punch-ins, man, that's that fake shit) Oh when it all, all falls down (If I was on stage, how I got to spit it? It's from the heart anyway) Telling you all, it all falls down (Might cause shortness of breath, you know?) Oh, when it all, all falls down (Couldn't have got nobody better for the job) Telling you all, it all falls down (Thank you for very much, this a beautiful, beautiful, young lady that's inspired me, definitely) Oh, when it all, all falls down, yeah I'm telling you all, it all falls down Niggas can't be serious, man Yo, yo Yo, I'm the reason metal detectors go off the meter 'Cause I'll run through the airport with the heater Gets the fag at his plane, and if I miss him Put two in his brain at the baggage claim Give him... heavy sluggage, tryna get his luggage Send him to the crossroads, we way too thuggish Shit, we at odds 'til we even up 'Til you leave on a stretcher or I leave in cuffs Niggas wanna live, they done breathed enough And I bet you next time they'll believe in us It don't take much brains to know we bust things My gat must bang, through your Mustang Ma ma se, ma ma sa, ma ma ku sa Niggas seen Kanye, red dotted them Hurry up, stash the guns, the cops gon' come And we gon' say we don't know who shot at 'em Come on All I have is my real niggas (What?) Get this cash with my real niggas (Come on) Give my last to my real niggas Cock back, blast, for my real niggas All I have is my real niggas Get this cash with my real niggas (Come on) Give my last to my real niggas (Come on) Cock back, blast, for my real niggas Y'all niggas ready for war? I'm ready Easy with the clip, girl, hold it steady Man I'm 'bout to squeeze back, cock and bust hot lyrics Cock back, pop, and touch y'all spirits Send 'em to hell, make their residence more evil This beat here make me wanna kill four people Three niggas and one hoe, turn bitches to Jane Doe Send 'em past rainbows, with the ankles Hit 'em from all angles, bring the pain though Blow out the candles, the show's been cancelled Man, y'all niggas better believe somethin' 'Fore I squeeze somethin' and leave somethin' It ain't nothin' with my real niggas All I have is my real niggas Get this cash with my real niggas (That's right) Give my last to my real niggas (Come on) Cock back, blast, for my real niggas All I have is my real niggas Get this cash with my real niggas (Come on) Give my last to my real niggas (Come on) Cock back, blast, for my real niggas I feel like one lady, five babies and four fathers Six months searchin' for jobs and no offers No heat 'cept for the stove Sleep with two layers of clothes, still wakin' up cold I'm real, like AIDS Like the pain you feel when your nigga get strained That's why I got issues like I got pistols I gotta make your mama cry but I got tissues I confess, I'm a gangsta But I drop my flag, still cock back and drop a fag Leave him in a bag with a tag on his metatarsals Awfully ill, man, awfully real Thugged out, but I'm God's property still And if I up the steel, I'ma probably kill If not, you're paralyzed from the waist down Alright dog, you're the king? I'm the ace now Face down All I have is my real niggas (You know) Get this cash with my real niggas (Uh) Give my last to my real niggas (That's right) Cock back, blast, for my real niggas (For my real niggas) All I have is my real niggas (That's all I have in this world) Get this cash with my real niggas Give my last to my real niggas (Konman Productions) Cock back, blast, for my real niggas (Brian "All Day" Miller, come on) All I have is my real niggas (That's right) Get this cash with my real niggas Give my last to my real niggas Cock back, blast, for my real niggas All I have is my real niggas Get this cash with my real niggas Give my last to my real niggas Cock back, blast, for my real niggas Yeah, you supermodel thick Damn, that ass bustin' out the bottom I'ma lose my mind in it Crazy, that medulla oblongata Get to rubbin' on my lamp Get the genie out the bottle Fuck it up, fuck it up Pussy good, go and back it up Pipe her up, I'ma pipe her up Make her mine, I done fell in love Juicy thing, make that pussy sing One more time, baby, do it big Make it cry, come boo-hoo this shit Yeah, you supermodel thick Damn, that ass bustin' out the bottom I'ma lose my mind in it Crazy, that medulla oblongata Get to rubbin' on my lamp Get the genie out the bottle If I pull up with a Kerry Washington That's gon' be an enormous scandal I could have Naomi Campbell And still might want me a Stormy Daniels Sometimes, you gotta bag the boss up I call that takin' Corey Gambles Find yourself up in the food court You might have to enjoy a sample All these thots on Christian Mingle Almost what got Tristan single If you don't ball like him or Kobe Guarantee that bitch gonna leave you Ayy, time is extremely valuable And I prefer to waste it on girls that's basic That's just some Ye shit Right now, let's do what we want Let's have a threesome: me, you, and a blunt I love your titties 'cause they prove I can focus on two things at once Yeah, you supermodel thick Damn, that ass bustin' out the bottom I'ma lose my mind in it Crazy, that medulla oblongata Get to rubbin' on my lamp Get the genie out the bottle Get the genie out the bottle Let me hit it raw like fuck the outcome Ayy, none of us'd be here without cum Ayy, if it ain't all about the income Ayy, ayy, let me see you go ahead and spend some Ayy, if you drivin' 'round in some Dri-Fit Ayy, I'ma think that you the type to dry snitch Hm, mhm, if I see you pull up with the three stripes Ayy, ayy, I'ma fuck around and make you my bitch Yeah, you supermodel thick Damn, that ass bustin' out the bottom I'ma lose my mind in it Crazy, that medulla oblongata Get to rubbin' on my lamp Get the genie out the bottle Get the genie out the bottle All of the lights Lights, lights All of the lights Turn up the lights in here, baby Extra bright, I want y'all to see this Turn up the lights in here, baby You know what I need, want you to see everything Want you to see all of the lights Fast cars, shooting stars All of the lights, all of the lights Until it's Vegas everywhere we are (All of the lights) If you want it, you can get it for the rest of your life If you want it, you can get it for the rest of your life Somethin' wrong, I hold my head MJ gone, our nigga dead I slapped my girl, she called the feds I did that time and spent that bread I'm heading home, I'm almost there I'm on my way, heading up the stairs To my surprise, a nigga replacing me I had to take him to that ghetto university (All of the lights), lights Cop lights, flashlights, spotlights Strobe lights, street lights (All of the lights, all of the lights) Fast life, drug life, thug life Rock life every night (All of the lights) Turn up the lights in here, baby Extra bright, I want y'all to see this Turn up the lights in here, baby You know what I need, want you to see everything Want you to see all of the lights Restraining order, can't see my daughter Her mother, brother, grandmother hate me in that order Public visitation, we met at Borders Told her she take me back, I'll be more supportive I made mistakes, I bumped my head Them courts sucked me dry, I spent that bread She need her daddy, baby, please Can't let her grow up in that ghetto university (All of the lights), lights Cop lights, flashlights, spotlights Strobe lights, street lights (All of the lights, all of the lights) Fast life, drug life, thug life Rock life every night (All of the lights) Turn up the lights in here, baby Extra bright, I want y'all to see this Turn up the lights in here, baby You know what I need, want you to see everything Want you to see all of the lights Gettin' mine, baby Gotta let these niggas know, yeah Gettin' right, babe You should go and get your own Gettin' mine, baby Gotta let these niggas know, yeah Gettin' right, babe You should go and get your own Unemployment line, credit card declined Did I not mention I was about to lose my mind? And also was about to do that line 'Kay, okay, you know we going all the way this time We going all the way this time We going all the way this time We going all the way this time We going all the way this time Turn up the lights in here, baby Extra bright, I want y'all to see this Turn up the lights in here, baby You know what I need, want you to see everything Want you to see all of the lights Woah, woah (I tried to tell you, but all I could say was oh) Woah, woah (I tried to tell you, but all I could say was oh) Woah, woah (I tried to tell you, but all I could say was oh) Woah, woah (I tried to tell you, but all I could say) Lights, all of the lights Lights on, I see your face She eat me up, she got expensive taste I see you dreaming, but you still awake Big slices, that's how you cut the cake It's cold as hell, I show and tell Weezy home, our nigga out of jail! In this "give-or-take" world, I got what it takes Put you out your misery: Kathy Bates I'm Young Money, I'm Cash Money If we could buy time, I'd spend my last money Now I'm spending time, you in the blind This little light of mine, I'ma let it shine Bright lights, night lights, headlights, shh! No lights but them infrared lights Long knife, don't like to ask twice You killing me baby, this the past life Turn up the lights in here, baby Extra bright, I want y'all to see this Turn up the lights in here, baby You know what I need Want you to see everything Want you to see all of the lights Ready, set, go, go, go, go, go Go 'til you can't go no more I'm ill times ill, dope plus dope "Westside bitch," quote, unquote Whoa there, boy, don't go there, ho If you cross that line, I might overload I swear these lights-lights-lights be talking to me But I can't read Morse Code Why every rapper named "Big" got bodied, huh? But every rapper named "Sean" got money? Ooh Well, I guess my chances are fifty-fifty But my vision is 20/20, so I be counting a hundred hundreds Like, oh, my Allah, Lordy, Lordy, Lordy I took your chick, now you want beef, and I'm just chuckling like I'm Porky 'Cause you spent all day with her spooning, I spent all night with her forking There's a one-way ticket to Hell and they want these bullets to book it for me, man I'm shitting on every statistic that said I'd be dead or fuckin' broke This is history, your kids' kids' kids' kids' kids gon' book report me, what? And I think they want to murder me I'm shining hard (Hard), 'cause, bitch, I'm an emergency Turn up the lights in here, baby (B-I-G) Extra bright, I want y'all to see this (I do it) Turn up the lights in here, baby (Boi, boi, boi) You know what I need (Yeah) Want you to see everything Want you to see all of the lights (You know a nigga so good) Whoa, whoa (So good, Westside) I tried to tell you but all I could say was ohh (I'm so hood, I do it) Whoa, whoa Bad decisions, good intentions, man I'm riding, Weezy with me I just stepped out of the strip club, made five-thousand look like fifty I spend all my time in Houston, smoke that kush, but I don't do Whitney I don't do Britney, I don't do Lindsay, I made two million since last Wednesday And I hate y'all! Y'all got too much free time Saying I ain't drop shit, everything gon' be fine Worrying about your old girl, trying to see if she's mine Nigga she's with me when she tells you she needs some "me time," it's our time, so fuck y'all I'm really about to go Spring Break now and start taking shots in this muthafucka And you didn't have all that ass last month girl, what, you get some shots in this muthafucka? Yeah, we got the Roc in this muthafucka, you thought niggas was going pop in this muthafucka? Uh, Young Money, power, respect in this bitch, you would think we got the LOX in this muthafucka I made mistakes, I made some bread I even made a way for them to get ahead To my surprise, nobody replacing me Take Care and Carter IV, it won't be long 'til they can see the lights (Lights on) And I'm on one, I got one You a pussy, nigga, I'm not one, so call it a night, call it a night (Lights on) And I run this, and y'all know that I take the purple and pour that all in the Sprite, all in the Sprite Gettin' mine, baby (Yeah) Gotta let these niggas know, yeah (Shout out my nigga Cudi too, that's my motherfuckin' nigga for real, man) Gettin' right, babe (Shout out Cole) You should go and get ya own (Think we got a buzz now, nigga, fuck y'all niggas, man) We're going all the way this time (I'm here) We going all the way this time Lights, lights We going all the way this time (All of the Lights, all of the lights) We going all the way this time We going all the way this time (All of the lights!) All of the lights (All of the lights) Turn up the lights in here, baby Extra bright, I want y'all to see this Turn up the lights in here, baby You know what I need Want you to see everything Want you to see all of the lights All of the lights! Lyrics from Leak and Snippets I know you're angry But is it at-at me or? I know you're angry But is it at-at me or? I know you're angry But is it at-at me or? Or is it at the situation? Perfect harmony Bring me to my knees Oh, we've mainly been surviving Oh, we've mainly been surviving Always Always Always (Al—), always Always, always, always Ayy, dear God, I guess America's mad at me again Speaking at ya son, I'm not their friend They trapped in a box, but I am the box So they would never understand Like Vory goin' cray again, Vory goin' Ye again Like here he go with Ye again Eyes on me, I guess I'll say it now I'm like "Who need friends when I got PayPal?" Went against all odds, I guess they'll pay Guess I'll be damned Mad 'cause my opinion do not sit well with him Guess I'll be damned Like who said I was canceled? Cancel me? Nah, never, this shit forever Cancel me? Nah, never, this shit forever Cancel me? Nah, never, this shit forever So the internet's canceled Yeah, don't believe what they tell you, always Always, always, always Always, always, always Yeah, yeah Always, always Always, always Always, always Tears come pouring down Tears come pouring down Tears come pouring down Tears come pouring down (Oh, we've mainly been surviving) Tears come pouring down (Oh, we've mainly been surviving) Tears come pouring When my train of thought ran off the track When ... off the map When ... off the tack I had ... We had ... ... summer where they at ... where they at I had ... got it back ... they mad at that Thank God ... Grew up ... Oh, we've mainly been surviving (Ooh) Oh, we've mainly been surviving Oh, we've mainly been surviving Oh, we've mainly been surviving Oh, we've mainly been surviving Oh, we've mainly been surviving Oh, we've mainly been surviving Oh, we've mainly been surviving Tears come pouring down Tears come pouring down Tears come pouring down Tears come pouring down Tears come pouring down (Always) Tears come pouring down (Always) Tears come pouring down It's amazing, I'm the reason Everybody fired up this evening I'm exhausted, barely breathing Holding on to what I believe in No matter what, you'll never take that from me My reign is as far as your eyes can see, it's amazing So amazing, so amazing So amazing, it's amazing So amazing (Yeah), so amazing (Yeah) So amazing (Yeah), it's amazing (Let's go) I'm a monster, I'm a killer I know I'm wrong, yeah I'm a problem That'll never ever be solved And no matter what, you'll never take that from me My reign is as far as your eyes can see, it's amazing So amazing, so amazing So amazing, it's amazing So amazing (Yeah), so amazing (Yeah) So amazing (Yeah), it's amazing (Let's go) I'm a monster, I'm a maven I know this world is changing Never gave in, never gave up I'm the only thing I'm afraid of No matter what, you'll never take that from me My reign is as far as your eyes can see, it's amazing So amazing (So amazing), so amazing, so amazing, it's amazing So amazing, so amazing, so amazing, it's amazing So amazing, so amazing, so amazing, it's amazing So amazing, so amazing, so amazing (Mmm), it's amazing I'm amazing, yeah, I'm all that If I ain't on my grind (Yeah), then what you call that? Victorious, yeah, we warriors We make history, strive off victory (Yeah) Standing at my podium, I'm trying to watch my sodium Die high blood pressure, either let the Feds catch ya (Yeah) I'm amazing, born on a full moon I was bred to get it in, no spoon That's why I'm so goon, summertime, no June Big family, small house, no room They like, "Oh God, why he go so hard? Look what he's been through, he deserves an applause" (Yeah) So amazing (Yeah), so amazing (Yeah) So amazing (Yeah), it's amazing (It's amazing) So amazing (Amazing), so amazing So amazing (Ayy), it's amazing (Let's go) So amazing (Amazing), so amazing (Amazing) So amazing (Amazing), it's amazing (It's amazing) So amazing (Yeah), so amazing (Yeah) So amazing (Ayy), it's amazing (Let's go) It's amazing, I'm the reason Everybody fired up this evening I'm exhausted, barely breathing Holding on to what I believe in No matter what, you'll never take that from me My reign is as far as your eyes can see It's amazing, so amazing, so amazing, so amazing It's amazing, so amazing, so amazing, so amazing It's amazing I'm a monster, I'm a killer I know I'm wrong I'm a problem That'll never ever be solved No matter what, you'll never take that from me My reign is as far as your eyes can see It's amazing, so amazing, so amazing, so amazing It's amazing, so amazing, so amazing, so amazing It's amazing I'm a monster, I'm a maven I know this world is changing Never gave up, never gave in I'm the only thing I'm afraid of No matter what, you'll never take that from me My reign is as far as your eyes can see It's amazing, so amazing, so amazing, so amazing It's amazing, so amazing, so amazing, so amazing It's amazing So amazing, so amazing, so amazing No matter what, you’ll never take that from me My reign is as far… Bring it back down though It's amazing, I'm the reason Everybody fired up this evening I'm exhausted, barely breathing Holding on to what I believe in No matter what, you'll never take that from me Never take that from me No take it back down, take it back, keep going It feels like you're on trial sometimes And in a relationship, you can also be on trial And be convicted with no jury And this song was sort of like that moment where someone tells you ain't, you ain’t - you gotta say I am - an emancipation, if you will Cause you can't take that from me My self-esteem So whether it something in your own home, or a situation like mine Where you're under the microscope of the media Never let them take that from you I never let them, let them take that from me You have to be amazing sometimes I and I know I do not always state popular opinion Amazing, Michael Jackson, amazing Michael Phelps, amazing OJ Simpson, amazing Is he not?! What he did when he did what he did, was he not amazing though? I think I saw in a movie - I get my quotes from movies cause I don't read Or from like, go figure, real life or something Like live real live, talk to real people, get information, ask people, questions And it was something about, you either die a superhero or you live to become the villain I'M CHILLIN' I'm chillin' So many times they try to make me out to be the villain I don't understand what I did I apologize for acting like a bitch at award-shows It's an award-show, didn't kill anyone But yet and still I apologize for my ungraciousness I was a spoiled little Chicago-boy, who got all these awards as he came in the door and people clapped and sang his praises And he soaked it all up and believed his own hype To the point where he could not lose And if anyone didn't pick him, they could not choose As he swooves with the who's-who's and broke all the rules And even lost his cool Hey, nothing new Now they don't like you, hey they don't like you Look at what you've done boy, trying to be the number one boy And I'm thirty-one years now and I've leaned from my mistakes Just play pianos... Super-hero music, pain This hardcore, so hardcore That's why I sing: I'm a monster, I'm maven I know this world is changing Never gave up, never gave in I'm the only thing I'm afraid of No matter what, you'll never take that from me My reign is as far as your eyes can see It's amazing Disick: Hey, do you like Kanye West? Cheban: Yeah, he's okay, I guess D: Well, the early work was a little too hip-hop for me in my taste, but when Dark Twisted Fantasy came out in 2010, I think he really came into his own, both musically and lyrically D: Kanye's been compared to Jesus, Hitler, Walt Disney, and even Steve Jobs C: Hey Disick D: Yes Jonathan? C: Why do you have copies of Billboard magazine all over the place? Do you have a little dog - a little chow or something? *laughs* D: No, Jonathan! C: Is that a raincoat? D: Yes, it is! Now, Kanye's decided to release this, Yeezus, his most exciting record so far. It should be obvious by now that "New Slaves" is the undisputed masterpiece of Yeezus. A song so catchy, most people won't even remember the lyrics! But they should. And then there's the song "I Am a God". The title practically speaks for itself, but of course the insecurities of the mainstream music press will never understand its true meaning because it's about me! Hey Jonathan! D: Try getting the Yeezus album now motherfucker! Yeah It's (a million) I freestyle battle niggas for (a million) How many niggas bit the soul? 'Bout (a million) How many hoes did I bone? 'Bout (a million) Uh-uh, uh-uh, it's (a million), uh-uh There's (a million) ways to die, choose one (A million) Look, lot of people askin' 'bout the money I made, me and Just Blaze How are they for real, is them niggas really paid? Rappers I met or dealt with direct Is it true he won't send a beat tape until he get a check? What's the position you hold? Can you really match the Neptunes, check by check If "H to the Izzo" is the only single that went gold? If Roc-a-Fella shit fold and you move back to the 'Go Is it back to ghost producer for D. Dot on the low? For the millionth time askin' me Questions like Toni Braxton, harassing me Like, "You don't care about my son's feelings?" Can I get a minute, you wack bitch? I ain't gotta jack shit You heard "Takeover", who running this rap shit? Ugh, fake tits, shut up and make hits Can't we all just get along, spread love like Take 6? What, you doin' beats in LA for Eminem and Dr. Dre? Them niggas sold ten mill, I'm trying to get paid We do this shit for entertainment Bring guns to the arraignment While the judge in the chamber Let one up out the chamber, BLAOW! How many years did I wait? About (a million) How many niggas tryin' to hate? About (a million) But when a nigga count his cake, it's 'bout (a million) Yeah '04, College Dropout, I make the game different I don't know what the hell y'all niggas been sniffin' 'Ye still flicking, hoes is my addiction Five days out the week, you'll find me in the kitchen Smashing the game, nigga, unlike you 'Cause these beats change the game and the hook's right too I'm a crook like you Cats back in the Chi was buying tracks for dirt cheap Man, what could I do? Knowing I'm supposed to style, I'm the fly-boy poster child 'Bout to be on Oprah now It's ironic and whatnot how I put no ice in the Bulgari watch Just to make it hot Now you see me on stages, my hit résumés is two pages For them niggas who played us Feet just raises, booming like Masta Ace's "Stand Up", number one, and there's more to come All I got for hoes is hard dick and bubblegum While y'all brick like Fred, Barney Rubble and them Chi-Town in this bitch, what's fucking with them? Not a damn thing, nigga, we doing our damn thing, BLAOW! (A million) Yeah (A million) This ya' boy Kanye cheddar and I'm 'bout to sell (A million) How much you charge for a track? About a (A million) How many niggas bit the soul? 'Bout a (A million) How many girls did I bone? About a (A million) I freestyle battle niggas for a (A million) Ayo, y'all niggas don't want it, it's a (A million) Ways to die in the city (A million) Look, listen Lotta speculation 'bout the money I've made Me and Just Blaze How they for real, are them niggas really paid? Rappers I've met or dealt with direct Is it true he won't send a beat tape until he get a check? (That's true) What's the position you hold? Can you really match the Neptunes, chеck by check If "H to the Izzo" the only singlе that went gold? If Roc-A-Fella shit fold, and you're left out in the cold (Uh huh) Is it back to ghost producing for D. Dot on the low? (That's how I got on) For the millionth time askin' me Questions like Toni Braxton, harassing me ( my girlfriend) Like "You don't care about my son's feelings?" Can I get a minute you wack bitch? I ain't gotta jack shit You heard "Takeover," who running this rap shit? Ugh, fake tits, shut up and make hits Can we all just get along, spread love like Take 6? Whatcha doin' in L.A. with 50 Cent and Dr. Dre? (Get money) Didn't more niggas use to have beef with Jay? (This wrestlin', nigga) We do this shit for entertainment, bring guns to the arraignment (Uh huh) While the judge in the chamber Let one up out the chamber, BLAOW! A million (Ha ha, ha ha) I'm born to sell a (A million) And after that, I'ma buy a couple building (A million) My dawg B. Nice named his son (A million) Yeah yeah yeah, ye ye Lyrics from Freestyle Uh, yeah Uh, uh Hopped off the Amistad and made "I'm a God" It's always a lituation when I'm involved It's always a lituation when I'm involved See, I say what they say when the mic is off Parents are the strippers, strip kids of they confidence Teach white dominance, question your common sense See, I've been washed in tradition and I'ma rinse Hopped off the Amistad and made "I'm a God" It's always a lituation when I'm involved See, I say what they say when the mic is off Lyrics from Snippet Let your mind go Let your mind go, mind go I see behind though Then let your mind go And let your mind go, mind go And then I say, ayy I say I'd never worry Uh, but I do as much as, na-na I've been sayin' sayin' these bad bitches is tryin' me And I know that it's mad niggas that's tryin' you And that's the moment it started the anxiety Life still won't stop in me Bathroom creep off and do it quietly of me Moment tough, it caused the anxiety I'm flyin' home, I'm checkin' my money there, no Like the sandstorm somethin' for my break I got caught with pussy on my dick, that was a rookie mistake And my bitch sped it off, I tried to That bitch closed my arm in thе automatic window How cool could a bitch be? How cool ? I could , and you know A nigga lied, a nigga lied, nigga liеd And when she ain't believed me, goddamn, that pimp Chi shit came out And a nigga cried, a nigga cried, a nigga cried to get my bitch back 'Cause you know we live that And even though I did that, and to be scared for another nigga to hit that I was sittin' to turn me on Actually the anxiety kinda turned me on, like, start askin' questions No homo', no suspect, but you gotta tell me, was he bigger? 'Cause I gotta still feel like that nigga, no lie, no lie, no lie what you say? you say you never worry, and when I do as much as you It's like when you break up with a bitch, break up with your ex What's that's kinda best is that makeup sex 'Cause you know she bumpin' And you scream out "he can't hit like this" And you that's that And that's that 2 AM, yeah, that's that bitch what you got can go what your friends don't know She probably fucked some niggas that'll break your fuckin' heart She probably fucked some niggas that'll stop it for a start She probably fucked some niggas, she gon' take it to the grave She probably fucked 'em niggas that was really fuckin' paid She probably fucked them niggas that was jumping on the stage She probably left yo' crib and got fucked the same day What you say? Ayy I would say I'd never worry, but I do as much as you Ah-ahem There's something I did There's something I can explain how to- I can't speak for everybody but, um, man It must be more good women than men, percentage-wise So her chance of having a husband just minimized That's why a lot of girls claim they ain't into guys (Haha) And mess with other girls part-time to improvise (Haha) I knew she wasn’t bi, no, I seen it in her eyes But I'm like any other guy trying to get in her thighs She telling me 'bout how black people should enterprise (Haha) And I'm like, if you don't get your ass in this ride from Enterprise (Haha) That I rented yesterday and gotta have in by five With the gas fully filled up like I didn't drive Told her I had a girl, dawg, fuck it, I didn't lie (Haha) Told her this rap game is alright, I'm just getting by (Haha) She had a little weed and we get a little high And I'm looking in her eyes and I'm loving her vibe Told me back in '95, she fell in love with the Tribe (Haha) Boo, back in '92, I was just like you (Haha) Please, don't be confused by the ice and jewels I'm like any other nigga, buy ice to stay cool Like any other nigga that claim they hate school (Haha) And think, "Yeah, Free's banging but she's no Rachel" (Haha) We ball 'til we fall, hit the mall. after we hit, don't call We fill your lives with nothing but lies (Haha) and I would like to apologize (Haha) We ball 'til we fall, hit the mall, after we hit, don't call We fill your lives with nothing but lies (Haha) and I would like to apologize (Haha) But you can't stand right here and tell me everything is going to be alright (Haha) 'Cause until that a real (Haha) man stands up, I'm going to have to improvise (Haha) Was it something I did wrong? (Haha) Yeah, I know I'm wrong She's at home alone and I'm always gone Hate it when she mad but more when she passive (Haha) Now she on the internet, looking for classes (Haha) Out of state though, man, that hurt, yo But I got work though, and I'm at work, yo And she don't call a lot And when she do, she pouring out her heart (Haha) "You never listen to me," then the call drop, hmm And I promised her everything Told her when I get a deal, I'll get her a wedding ring But when I got my deal, I was back in the ring (Haha) Fighting my urges, strip club splurges (Haha) Never had money, so I felt like a virgin And I'm trying to break the bank's cherry Tryna see, can I afford Canaries With a Ferrari (Haha) and a dinner date with Halle Berry? (Haha) Went from fifty G's to fifteen hundred in a week Now I'm trying to call One ring, two rings, seven rings, eight rings Her mother picked up the phone (Haha) Like, "She in school and she don't stay here no more" (Haha) I guess there's more good women than men, percentage-wise So her chance of having a husband just minimized I guess that's why she says she ain't into guys (Haha) And focus on school full-time to improvise (Haha) We ball 'til we fall, hit the mall. after we hit, don't call We fill your lives with nothing but lies (Haha) and I would like to apologize (Haha) We ball 'til we fall, hit the mall, after we hit, don't call We fill your lives with nothing but lies (Haha) and I would like to apologize (Haha) But you can't stand right here and tell me everything is going to be alright (Haha) 'Cause until that real (Haha) man stands up, I'm going to have to improvise (Haha) You can't stand right here and tell me everything is going to be alright (Haha) 'Cause until that (Haha) man stands up, I'm going to have to improvise (Haha) You can't stand right here and tell me everything is going to be alright (Haha) 'Cause until that (Haha) man stands up, I'm going to have to improvise (Haha) I want ya I got four, five, some' on ya More minutes before the goes Can't where I can't go Dun-dun (Woo) That's the feel of love You need to fuck with somebody with some mass appeal I got one-one, four-four Got another came with a , uh That's a no-go, I go loco, uh I'm a white boy but I'm in love with the coco (Haha) Dun-a-dun, oh-oh, I'm in love with ya, narco Rappin' for the , I got five nights, I'm comin' , uh Hangin' with I just want you with just , woo, woo, woo, uh Lay down , uh Hey, hey Martin Lawrence(speaks while choruses are sang):"look here, lemme tell you something, ya know. I'm tired a arguin im tryna share this wit chu,ok? I'm tryna giv this to yooou, ya know what im sayin? To Yooou, you know? This..if you don't, y-you can't get wit the indoor pool, the outdoor pool, or lil music studio thing, the little bowlin thang, ya know what im sayin? Hm, this is yours. But chu don't like that, then fiiine man. You can leave. You can allllways leave. I'm not holdin you here" Chorus) We can't even sit & talk Witout chu arguin Girl you must be outta your mind You're the one who started it (Gangsta, ugh!) 1st Verse: I gotta girl at home But she don't cook I have my condoms in the store cause she won't look And she neva-eva go to the grocery sto So I figure it's safe to pull a grocery-ho She was buyin Alize out the liquor aisle She said, 'i hope its not too ghetto' Rock-Dawg, Gold Force, Baggy style I kept her number on file For my girl be actin wyld Like last week, I told her take me to the mall But she don't drive My otha girl picked me up at 3:05 She got a brand new car, sixteen Now the car only 1 yrs old, oh Man, but the body look grown, "whooa!" Before I catch a case I betta take my ass home Where the problems is Arguments be daily like Carson is Martin again: Fuck you. Fuck yooou. I on't give a fuck whatchu have. This little indoor-indoor, outdoor pool, little bowlin alley. Material buuullshit. It don't mean shit. It don't make what's in the muthafuckin heart" (Chorus) We can't even sit & talk Witout chu arguin Girl you must be outta your mind You're the one who started it (I'm gangsta, ugh-ugh) 2nd Verse: Hol' up, wait a second man That's that thrift sto info That's sauce again Why don't chu talk to the mouth a the horses Bout my porshes? Condo's in front a the golf courses Instead you stay up Count every second like a fake rolley I'm real, so you know I move real slowly The way this relationship should go if you know me I ain't call you You wanna know why? I mean you know why How on the low I push jet-skee's so I Couldn't return them pages, on my motorolla Nextel, my cell it don't work down there And what happened in cancun, stay down there What's happenin here, made me wish I stayed down there Take a seat. Why you always makin a beef? You know these walls too thin in this apart-a-ment Now everybody hearin our arguments What the problem is?!?!? Martin again: (audience laughs & applauds) "Why you actin like this? But letchu have some fly shit. Some nice beautiful shit. (Gangsta) They act like they gon leave yoou. You can tell em look here, Ya know. I'm tired a arguin" (Chorus) We can't even sit & talk Witout chu arguin Girl you must be outta your mind You're the one who started it (I'm gangsta, ugh-ugh) Last Verse: Man boo you know what I do So don't trip when I come home after two Or three or four I ain't messin wit them girls no more...this week The benz coup is so sweet When I roll down the street Tears roll down her cheeks She said, 'you must love that car more than me' A nigga I was wit chu before the cheese So you need to work on your priorities If she went wit 'Fabulous' I bet that she'd be a: AR-GU-IN-G, Please I'm not actin like this cause I'm gettin spins on WU-KR, Cin-ci-nat-ti You think I get my voice so deep Like WU-KR, cin-ci-nat-ti That's how much of a fuck I give You seen cribs? That's how the fuck I live As far as this... (Chorus) We can't even sit & talk Witout chu arguin Girl you must be outta your mind You're the one who started it We can't even sit and talk without you arguing You're the one who started it I got a girl at home, but she don't cook I have my condoms in the stove 'cause she won't look And she never ever go to the grocery store So I figure it's safe to pull a grocery ho She was buyin' Alizé out the liquor aisle She said, "I hope it's not too ghetto" Rocked all gold, force back in style I kept her number on file for my girl be actin' wild Like last week, I told her "Take me to the mall", but she don't drive My other girl picked me up at 3:05 She got a brand new car, sixteen Now the car only one years old, oh Man, but the body look grown, whoa Before I catch a case, I better take my ass home Where the problems is, arguments be daily like Carson is But the problem is We can't even sit and talk no more without you arguing Girl, you must be out of your mind, no, no, no You're the one who started it And I'm sick and tired of you lying Hold up, wait a second, man That's that thrift store info, that's all second-hand Why don't you talk to the mouth of the horses 'bout my Porsches? Condos in front of the golf courses Instead you stay up and count every second like a fake Roley I'm real, so you know I move real slowly The way the censorship should go off, you know me I ain't call you, you wanna know why? I'm in Noha, Honaloha, pushin' jet skis So I couldn't return the pages on my Motorola Nextel, my cell, it don't work down there What happened in Cancun stayed down there What's happenin' here made me wish I stayed down there Take a seat, why you always makin' a beef? You know these walls too thin in this apart-a-ment Now everybody hearin' our arguments But the problem is We can't even sit and talk no more without you arguing Girl, you must be out of your mind, no, no, no You're the one who started it And I'm sick and tired of you lying Man, boo, you know what I do So don't trip when I come home after two Or three or four, I ain't messin' with them girls no more It's weak, the Benz coupe is so sweet When I roll down the street, tears roll down her cheek She said, "You must love that car more than me And nigga, I was with you before the cheese So you need to work on your pri-or-ities" If she went with Fabolous, I bet that she would be A-R-G-U-I-N-G and please I'm not actin' like this 'cause I'm getting spins on W-K-R-P in Cincinnati You think I'd get my voice so deep like W-K-R-P in Cincinnati That's how much of a fuck I give You seen Cribs? That's how the fuck I live As far as this? We can't even sit and talk no more without you arguing Girl, you must be out of your mind, no, no, no You're the one who started it And I'm sick and tired of you lying We can't even sit and talk no more without you arguing Girl, you must be out of your mind You're the one who started it Up from the ashes, into the sky Found a redeemer, how I survive Boys hug their mothers, Mary and Christ Your light has healed me, blessed with new life I could tell you, he could show you God in Heaven, shinin' on you Through your message, now I know you I come to you empty, free of my pride Praise you only, now and forever All the glory, it belongs to you By Christ’s power, we're victorious Been sent f- I come to you empty, free of my pride We walk by faith and not by our sight Declaring the victory one day at a time God is our Shepard, light in the night Cure for the sick he's, eyes for the blind I could tell you he could show you God in Heaven shinin' on you (Shoo-be do bop, Shoo do bop, I wanna love you) Through your message now I know you I come to you empty free, of my pride We walk by faith and not by our sight (Ooo) Declaring the victory one day at a time (One day at a time) God is our Shepard, light in the night (Light in the night) Cure for the sick he's, eyes for the blind Ask me if I trust you, I'll say "yes" But it wasn't always like that in the past Type of faith that removes all doubt Wasn't always as easy as it is right now How do you trust in something you can't see? (Huh) It's when the outcome is bigger than me You have no choice but to believe So when they ask me, I'll say "yes" Ask me if I trust you, I'll say "yes" (Yes!) But it wasn't always like that in the past (Wasn't always) Type of faith that removes all doubt (No, no, no, no) Ask me if I trust you, I'll say "yes" (If I trust you, I'll say) Yes, yes Up from the ashes, into the sky Found a Redeemer, how I survive Boys hug their mothers, Mary and Christ Your light has healed me, blessed with new life I could tell you, He could show you God in Heaven, shinin' on you Through your message, now I know you I come to You empty, free of my pride (Ooh) Praise You only, now and forever All the glory, it belongs to You By Christ's power, we're victorious Been set- I come to You empty, free of my pride We walk by faith and not by our sight Declaring the vict'ry, one day at a time God is our shephеrd, light in the night Cure for the sick, Hе's eyes for the blind I could tell you, He can show you God in Heaven, shinin' on you Through your message, now I know You I come to You empty, free of my pride We walk by faith and not by our sight Declaring the vict'ry, one day at a time God is our shepherd, light in the night Cure for the sick, He's eyes for the blind I, you don't need, need to ever write I read your last message at least a thousand times At least a thousand, least a thousand times Alright, alright, alright Why would you ever listen to people tryna hate on you? At least you know there's nothing new Stop everything you're doing now 'Cause baby, you're awesome, so awesome You look too good to be at work (Be at work) You feel too good to ever hurt (Ever hurt) I hope you're ready for tonight I'm gon' cook, you'll be dessert You can't be still (Oh) I gotta movе (Gotta move), I gotta dance (Dance) I gotta livе (Gotta live), I gotta love (Love) I gotta hope (Gotta hope), I got a chance (Chance) 'Cause baby, you're awesome You don't need to listen to your manager You're way too hot for them to handle you Baby, not for nothing, I know you're lookin' for somethin' And I got it, why you frontin' on me? 'Cause I'd rather do nothing with you Than something with somebody new Yeah, I'd rather do nothing with you Than something with somebody new Stop everything you're doing now 'Cause baby you're awesome Don't let nobody bring you down You're so awesome You're so out the park You're so after dark You're so sleepless nights, ooh, you feel so right You're so freakin' tight I know you must be tired Of running through my mind Can I come inside? 'Cause baby I'm awesome, also I'm also awesome, also I'm also awesome, y'all know 'Cause I'd rather do nothing with you Than something with somebody new Yeah, I'd rather do nothing with you Than something with somebody new Stop everything you're doing now 'Cause baby you're awesome Don't let nobody bring you down You're so awesome You're so out the park You're so after dark You're so sleepless nights, ooh, you feel so right Yeah, ooh, baby, yeah Oh-oh, yeah Ooh, baby, ooh baby Ooh, baby, baby Feels so good, so right Oh, yeah, oh, no, oh, no, oh, yeah-yeah I, I, yeah PV Wonder, ah CD Wonder, Uncle Charlie Wonder I, you don't need, need to ever write I read your last message at least a thousand times At least a thousand, least a thousand times Alright, alright, alright Why would you ever listen to people tryna hate on you? At least you know there's nothing new Stop everything you're doing now 'Cause baby, you're awesome, so awesome You look too good to be at work You feel too good to ever hurt I hope you're ready for tonight I'm gon' cook, you'll be dessert You can't be still I gotta move, I gotta dance I gotta live, I gotta love I gotta hope, I got a chance 'Cause baby, you're awesome You don't need to listen to your manager You're way too hot for them to handle you Baby, not for nothing, I know you're lookin' for somethin' And I got it, why you frontin' on me? 'Cause I'd rather do nothing with you Than something with somebody new Yeah, I'd rather do nothing with you Than something with somebody new Stop everything you're doing now 'Cause baby you're awesome Don't let nobody bring you down You're so awesome You're so out the park You're so after dark You're so sleepless nights, ooh, you feel so right You're so freakin' tight I know you must be tired Of running through my mind Can I come inside? 'Cause baby I'm awesome, also I'm also awesome, also I'm also awesome, y'all know 'Cause I'd rather do nothing with you Than something with somebody new Yeah, I'd rather do nothing with you Than something with somebody new Stop everything you're doing now 'Cause baby you're awesome Don't let nobody bring you down You're so awesome You're so out the park You're so after dark You're so sleepless nights, ooh, this feels so right You don't need me to ever write I read your last message at least 1000 times At least 1000, at least 1000 times Alright, alright, alright Why did you ever listen to People trying to hate on you At least you know that's nothing new Stop everything you're doing now 'Cause baby, you're awesome So awesome You look too good to be at work You feel too good to ever hurt I hope you ready for tonight I'm gon cook, you'll be dessert You can't be still You gotta move, you gotta dance I gotta live, I gotta love I got a hope, I got a chance Cause baby, you're awesome You don't need to listen to your manager You're way too hot for them to handle you Baby, not for nothing I know you're looking for something And I've got it Why you fallin' on me Cause I'd rather do nothing with you Than something with somebody new Yeah, I'd rather do nothing with you Than something with somebody new Stop everything you're doing now Cause baby you're awesome Don't let nobody bring you down You're so awesome You're so out the park You're so after dark You're so sleepless nights, oh you feel so right Oh, you nnannanaa I know you must be tired From running through my mind Can I come inside? Cause baby you're awesome Also, I'm also awesome, also I'm also awesome Y'all know And I'd rather do nothing with you Than something with somebody new Yeah, I'd rather do nothing with you Than something with somebody new Stop everything you're doing now Cause baby you're awesome Don't let nobody bring you down You're so awesome You're so out the park, you're so after time You're so breaking ?, oh it feels so right Lyrics from Demo live like I'm Don’t make me screamin' oh, no, no Aye, Ye, Ye, Ye, Ye Aye, Ye, Ye, Ye, Ye Aye, Ye, Ye, Ye, Ye Aye, Ye, Ye, Ye, Ye Aye, Ye, Ye, Ye, Ye No more messin' with the I got stuff tonight I gon’ love tonight Aye, Ye, Ye, Ye, Ye Aye, Ye, Yе, Ye, Ye ...ayy, Ye, Yе, Ye, Ye I can the whole thing... Aye, Ye, Ye, Ye, Ye Aye, Ye, Ye, Ye, Ye Aye, Ye, Ye, Ye, Ye Aye, Ye, Ye, Ye, Ye Aye, Ye, Ye, Ye, Ye Aye, Ye, Ye, Ye, Ye I never heard that Aye, Ye, Ye, Ye, Ye holding back Aye, Ye, Ye, Ye, Ye Don't play I spit it I spit it so you could feel it You know what I'm saying I'm saying I put my personality into it These hoes is all the same They all want a nigga hollering out "money ain't a thang" 'Bout pathetic as a player that lost his game How a motherfuckin' hoe turn a pimp to a lame See these sheets is like the street you gotta stay strapped up Cause that's how these hoes'll get you wrapped up Calling you later saying what she crying about Put that bitch on now what she lying about Talking about how she late and how she eat a lot See she eat a lot cause she smoke weed a lot Why all the bogus hoes want to front on K Why the fine hoes can't have one on the way I prolly tell her to keep it, it'll be our little secret Boniquan now my shorty looking fine: Puerto Rican As long as she don't flip it tell her man that we creepin' What we doin' is all day When I hang up it ain't called hate its called wait When you get popped don't call me call Clayton That's your man ain't it That's the plan ain't it When she told me it was mine I damn near fainted I told you that I want you Let em put you on peep it though (That I need you) I ain't even want to freak the hoe I’m gonna leave my man today I just stabbed the first time 'bout a week ago Let em put you on peep it though (He told me it is so done) I ain't even want to freak the hoe (So that you know now) I got your baby on the way Now these hoes run gun I ain't finna say nothing She tried to pop my pockets before I even got paid Don't trip, this bitch was a whip You could learn something from her but you might get burned from her We smoked a couple of dimes I hit it a couple of times Now she say she pregnant and its mine I'm thinking she was lying by the looks on her face But she started paging me like every single day She said her man going away the judge gave him three Must've thought she was gon' make a fool out of me To bail this nigga out all she need was a G Now she must've came to me so I had to change the beat I said look hoe you must be crazy off that dope That's when I snatched the rope then I kicked her on the floor And all that shit I bought you bitch I want it back You lied to me return of the Mac I told you that I want you Let em put you on peep it though (That I need you) I ain't even want to freak the hoe I’m gonna leave my man today I just stabbed the first time 'bout a week ago Let em put you on peep it though (He told me it is so done) I ain't even want to freak the hoe (So that you know now) I got your baby on the way All y'all niggas is new with it I paid my dues with it Gave hoes abortion loot they bought shoes with it Say they pregnant who's is it Tell 'em you did it Forcing these niggas out of abortion cheese Paid a couple of hundred now or later more than G's have a kid by a lame ass broad I knocked up this girl I barely liked cause she bugged me She ain't even cute, our baby prolly by ugly And I ain't happen to have that baby and your stomach doing having that How much it cost to get rid of it? I give you half of that But I didn't know that she was on the pill Needed the money for her hair and her nails And her cell phone bill Hoes'll get you its like getting robbed without a pistol What up on a nigga Come up on a nigga Then you wait a month like you not the one cause she ain't got no proof What happen nine months later when she was telling the truth I told you that I want you Let em put you on peep it though (That I need you) I ain't even want to freak the hoe I’m gonna leave my man today I just stabbed the first time 'bout a week ago Let em put you on peep it though (He told me it is so done) I ain't even want to freak the hoe (So that you know now) I got your baby on the way I just stabbed the first time 'bout a week ago I told you that I want you Let em put you on peep it though (That I need you) I ain't even want to freak the hoe I’m gonna leave my man today I just stabbed the first time 'bout a week ago Look at that shit. They took my fucking stage off of SNL. Without asking me. Now I'm bummed. That and Taylor Swift, fake ass. Now I ain't gonna do this, we breaking the motherfucking internet. I went through six years of this fucking shit. Let's get to it bro. Let's get to it bro. Are they fucking crazy? Bro, by fifty percent. Stanley Kubrick, Apostle Paul, Picasso, fucking Picasso, and Escobar. By fifty percent, more influential than any other human being. Don't fuck with me. Don't fuck with me. Don't fuck with me. By fifty percent, dead or alive. By fifty percent for the next thousand years. Stanley Kubrick, Ye. Uh, uh, let's take it back to basics When shit gets worse, we converse How we need a new balance Before the lines get crossed like Asics Just look at what we got, if we don't shoot the Reeboks This is a beat that no flow can detox, so the respect is due Like my Louie bag, I don't wanna have to check you I'm Chi as Buck-Fiftys and Pelle Pelle leathers Some say my beats made the Bulls play better I say, black on black is the hate that hate made Sara Lee with the dough, I'm talkin' bout the cake maid McDonald's with the flow, served over a billion You've seen the video, words over the building Uh, I wish I could give you this feeling I wish I could give you this feeling And when the Workout Plan ain't work out, man Me and Common is back on the corners again On the corner Uh, yeah, uh, yeah, uh-uh, uh-uh I open my eyes, the corner is like African tribes The black is subsidized, the black enterprise, the passion arise The youth fantasize, who got some cash in they eyes If youth dies, mamas askin' rationalize Tryna build a spot where ghetto bastards could rise The ghetto has been bastardized by those that capitalize Wonder if it's a plan that the master devised To bring his people to a land where the blacks are despised? On the corner I won't, I can't feel my head now I can't, I can't feel my head now I can't, I can't feel my head now I won't, come for now Take it, now Rolling, now I can't, she can't feel her legs now I know, head now Rolling, back up off the ledge now Hold up, back up off the ledge now Hold up, back up off the ledge now Hold on, I can't feel my legs now Hold up, back up with my head down I'm out, shooting but my head's down Hold up, back up off the ledge now Hold up, back up off the ledge now Hold up, back up off my ledge Brand new suit What I spend on it? You don't gotta know that Brand new rope You don't gotta know that College They ain't paid off our loan Niggas didn't know that Can't get a job in the motherfuckin' market And they show that Low on that Nasdaq Illmatic, yeah wе gotta bring Nas back Where they had that Can't gеt my baby They ain't had that Toys R Us crowded as a motherfucker crowded than a motherfucker Pull up in the motherfuckin' bitch out! Nigga's don't wanna Imma knock that bitch out Hold up, I can't feel my legs now Hold up, hurting from my head down Hold up, something that he said now Hold up, back up off the ledge now Back up off the ledge now And this is not my beautiful house And this is not my beautiful spouse Feet up all on that couch I'm trying hit till you get that ouch I'm trying hit till you get that ouch I'm talking trash like Oscar the Grouch (Aha-ha-ha-ha-ha) Motherfucker better watch your mouth This gon' be a sample right here Okay Dun-dun-dun-dun Base on it, based on uh Based on it, it's dunno Based on 'em, based on 'em To my love it, runnin' from it For that vomit, got me ballin' Ooh, ooh, darlin' Darlin', darlin' Good Lord, darlin' Dunna, darlin' Good Lord, darlin' I love bumpin', I put some in I got ball in, for the mornin' I got movement on the fallen Good Lord, darlin', little darlin' Little ahh" , rolling all in, threw me all (Yeahh) Only want some 'til we out If I pull up , they got , they got Dun-sum, say that Bun-dun that I knew from way back Lights on, got a song, where that? Had me done, como , where that? Do I play on a stage, get right , where that? Uh-uh, little darlin' Niggas startin', make it fallin' On me, , uh, little darlin' Make it fallin' for me Little darlin', make it fallin' Make it fallin' for me, uh Little , make it fallin' Make it fallin' for me, for me Didn't you know I was waiting on you? Waiting on a dream that'll never come true Didn't you know I was waiting on you? My face turned to stone when I heard the news When you decide to break the rules? 'Cause I just heard some real bad news People'll talk like it's old news I played it off and act like I already knew Let me ask you, how long have you known, dude? You played it off and act like he's brand new When you decide to break the rules? 'Cause I just heard some real bad news Real bad news Real bad news Real bad news Oh, you just gon' keep another, no, you won't Oh, you just gon' keep it like you never knew Oh, you just gon' keep another love for you Oh, you just gon' keep it like you never knew While I'm waiting on a dream that'll never come true Oh, you just gon' keep it like you never knew My face turned to stone when I heard the news What's on the news? Channel cruise Woo, woo Somebody Gotta be the bad guy I had a bad day at work Don't wanna have a bad night, ayy Woo! Toppin' on like I'm Nina Woo! Toppin' on, you gon' need one Woo! If I say somethin' indecent Woo! She gon' suck me off like a Capri-Sun Haan? Fuck is you talkin' 'bout, bitch, you offendin' me Checkin' 'em off when you niggas is into me 'Fore I go turn it out, I bet I can, ah Jumpin' up off, you better get out Doin' for something on that thing Though I'm not in my feelings, man up Somebody Gotta be the bad guy (Hey) I had a bad day at work (Thugger) Don't wanna have a bad night I ain't new to this shit, fuck-nigga I'm trappin' from the other side So get outta your seat, stand up (woo) Stand up A fuck-nigga hate me while his old lady participate Please tell that lil' nigga man up (lil' nigga, stand up, woo) Stand up (lil' nigga, stand up) Stand up (hey, hey) Hey, hey, stand up, stand up, stand up First of all, let me tell you somethin', boy I don't give no fuck 'bout no niggas (Woo) I don't give no fuck, I'm not givin' two fucks (Woah) Roll up and pop one of these niggas (Blat, blat) I do this shit for my woadies (Woo) You do this shit for your shorty, you bitch Shut the fuck nigga, fresh out of the bottle The hood be callin', sell the plug I'ma wipe a nigga nose, shatter like a picture I'ma fuck his ho like these bitches up on this missile I'ma get a whole lotta lead for these pistols (What?) And my money long like the nose on a prince But she gon' fuck, she write, no pen But you know I'm gon' suspend her I ain't new to this shit, fuck-nigga I'm trappin' from the other side So get outta your seat, stand up Stand up A fuck-nigga hate me while his old lady participate Please tell that lil' nigga man up (lil' nigga, stand up, woo) Stand up (lil' nigga, stand up) Stand up (hey, hey) Hey, hey, stand up, stand up, stand up Somebody Gotta be the bad guy I had a bad day at work Don't wanna have a bad night, ayy I might have to jump from the three-point line, uh I can see you down up, ah, she straight lyin', uh She might dumb it down up, but I know she nine Throw it back up on it when I know she got it, uh, sheesh Can't be my baby with no maybes Can't roll it down up with my lady You know that all these niggas still crazy Been two months since I talked to Jay-Z Somebody Gotta be the bad guy I had a bad day at work Don't wanna have a bad night, ayy Woo! Toppin' on like I'm Nina Woo! Toppin' on, you gon' need one Woo! If I say somethin' indecent Woo! She gon' suck me off like a Capri-Sun Haan? Fuck is you talkin' 'bout, bitch, you offendin' me Checkin' 'em off when you niggas is into me 'Fore I go turn it out, I bet I can, ah Jumpin' up off, you better get out Somebody Gotta be the bad guy (Hey, ooh) I had a bad day at work (Thugger) Don't wanna have a bad night I ain't new to this shit, fuck-nigga I'm trappin' from the other side So get outta your seat, stand up (Woo) Stand up A fuck-nigga hate me while his old lady participate Please tell that lil' nigga man up (Lil' nigga, stand up, woo) Stand up (Lil' nigga, stand up) Stand up (hеy, hey) Hey, hey, stand up, stand up, stand up First of all, lеt me tell you somethin', boy I don't give no fuck 'bout no niggas (Woo) I don't give no fuck, I'm not givin' two fucks (Woah) Roll up and pop one of these niggas (Blat) I do this shit for my woadies (Woo) You do this shit for your shorty, you bitch Shut the fuck nigga, fresh out of the bottle The hood be callin', sell the plug I'ma wipe a nigga nose, shatter like a picture I'ma fuck his ho like these bitches up on this missile I'ma get a whole lotta lead for these pistols And my money long like the nose on a prince But she gon' fuck, she write, no pen But you know I'm gon' suspend her I ain't new to this shit, fuck-nigga I'm trappin' from the other side So get outta your seat, stand up Somebody (Stand up) Gotta be the bad guy (A fuck-nigga hate me while his old lady participate) I had a bad day at work Don't wanna have a bad night Yeah I'm always in them "I ain't never seen those" 750 color palette mean though On my queen's toes, Valentinos In the winter time wearin' spring clothes Rap Tarantino, off a couple glasses of the Pino Uh, they say Yeezy gon' sell out I guess you right if you see how much I pre-sold If they knew they was slaves, I coulda freed more And really, what the fuck is freedom? 'Cause anybody thinkin' that we free dumb Kids out here in the streets dyin' three young So I keep my hoodie on like Trayvon If I pull up on your block, the whole street run This ain't nothin' new, though, it's a rerun Ayy, uh Somebody Gotta be the bad guy I had a bad day at work Don't wanna have a bad night, ayy Woo! Told my wife I need a threesome Woo! Be out all night until three somethin' Woo! Yeezus Christ, I need three nuns Woo! They gon' suck me off like a Capri-Sun Haan? You see this coat? Mothafucka ask where I got the fleece from Lookin' for the competition, I don't see none They tell me be humble, tell 'em be somethin' My two balls make her bust three nuts Drink it out the bottle then I poured it on her D-cups (haan) Ball so hard, went D1 Jumped over the Jumpman, just stumped the tree stump (woo) Breakfast at the SOHO, give her FOMO like a mofo Ooh, say she want gold, though what would she do for some logos? Black girl want me for my Benz White girl want me for my skin Yeezy Season resurrected again Who you with when it's me verse them, haan? Somebody Gotta be the bad guy I had a bad day at work Don't wanna have a bad night, ayy I ain't new to this shit, fuck-nigga I'm trappin' from the other side So get outta your seat, stand up (wooooo!) Stand up A fuck-nigga hate me while his old lady participate Please tell that lil' nigga man up (lil' nigga, stand up, woo) Stand up (lil' nigga, stand up) Stand up (hey, hey) Hey, hey, stand up, stand up, stand up First of all, let me tell you somethin', boy I don't give no fuck 'bout no niggas (Woo) I don't give no fuck, I'm not givin' two fucks (Woah) Roll up and pop one of these niggas (Blat) I do this shit for my woadies (Woo) You do this shit for your shorty, you bitch Shut the fuck nigga, fresh out of the bottle The hood be callin', sell the plug I'ma wipe a nigga nose, shatter like a picture I'ma fuck his ho like these bitches up on this missile I'ma get a whole lotta lead for these pistols And my money long like the nose on a prince But she gon' fuck, she write, no pen But you know I'm gon' suspend her I ain't new to this shit, fuck-nigga I'm trappin' from the other side So get outta your seat, stand up Stand up A fuck-nigga hate me while his old lady participate Please tell that lil' nigga man up (lil' nigga, stand up, woo) Stand up (lil' nigga, stand up) Stand up (hey, hey) Hey, hey, stand up, stand up, stand up Somebody Gotta be the bad guy I had a bad day at work Don't wanna have a bad night, ayy I ain't new to this shit, fuck-nigga So get outta your seat— I might have to jump from the three-point line I might take a piss on the Hollywood sign She always bite her lips every time she lyin' She bite her lips every time she say she mine (woo, sheesh) Can't be my baby with no "Maybe" I'm always more truthful when I'm angry I can't go to dinner with my lady This fame shit's crazy Nigga got more whips than slavery My shit in Barney's sellin' like it's Macy's Been two months since I talked to Jay-Z, this fame shit's crazy Y'all niggas better not be coming around me with that fugazi no more, you know? Got that thang for your ass, you know? Bad people, bad people No bad people, no bad people I'm on my way to school, to shoot up the school We gon' make the news, they gon' see the blues They ain't listen then, bet they listen now Hit em' with that uh, hit them with that blaow Kissing you farewell for much too long, too much too long He on his way to school, to shoot up the school We gon' make the news, they gon' see the blues I'm just so confused, I don't want to lose I was born to lose, everybody lose They ain't listen then, bet they listen now Hit them with the blaow, hit them with the uh, hit them with the blaow I got off my meds, all these meds, everybody going to my heads Kissing you farwell for much too long, too much too long Never good at sports, not good with the hoes I have been exposed, 'till I overdose But I know one thing they can't let go off, but I know one thing they can't let go off Never good at sports, not good with the hoes I have been exposed, 'till I overdose But I know one thing they can't let go off, but I know one thing they can't wait to close Y'all niggas better not be coming around me with that fugazi no more, you know? Got that thang for your ass, you know? (I'm gonna, I'm gonna, I'm gonna, I'm gonna, I'm gonna I'm gonna have to leave you) Bad people, bad people No bad people, no bad people I'm on my way to school to shoot up the school Daddy wants the goose, I'm over the news Then he wants to listen, bet they listen now Hit 'em with that, uh, hit 'em with that blaow Back into their land for much too long On his way to school, to shoot up the school We gon' make the news, they gon' see the blues Daddy wanted that, I'm just so confused I don't wanna win, I was born to lose Throw about thе goose, everybody losе twos, I'm bidding you farewell, too much, too long They ain't listening, bet they listen now Hit them with the baow, I ain't throwing down I got off my meds, all this done , it's been going to my heads Not real good at sports, knock it with the hoes I , I ain't been exposed riddling till I overdose Niggas and they getting way too close I don't wanna , all over the waltz , I never make it to the bros But I know one thing they can't those one thing that's said and done Missing you too well, for much too long Every knee shall bow Every tongue confess Jesus is Lord, ooh-oh-ooh Jesus is Lord Every knee shall bow Every tongue confess Jesus is Lord Jesus is Lord Every knee shall bow Every tongue confess Jesus is Lord Jesus is Lord Every knee shall bow Every tongue confess Jesus is Lord Jesus is Lord Every knee shall bow Every knee shall bow Every tongue confess Every tongue confess Jesus is Lord Jesus is Lord Jesus is Lord Jesus is Lord It's what you all been waiting for, ain't it? What people pay paper for, damn it They can't stand it, they want something new So let's get reacquainted, became the hood favorite I can't even explain it, I surprise myself, too Life of a Don, lights keep glowin' Comin' in the club wit' that fresh shit on Wit' somethin' crazy on my arm, uh-huh-hum And here's another hit, Barry Bonds We outta here, baby! We outta here, baby! We outta here, baby! Dude! Fresh off the plane—こんにちは, bitches Turn around another plane, my passport on pivot Ask for it, I did it—that asshole done did it Talked it, then he lived it, spit it, then he shit it I don't need writers, I might bounce ideas But only I could come up with some shit like this I done played the underdog my whole career I've been a very good sport, haven't I, this year? They say, "He goin' crazy and we seen this before" But I'm doing pretty good as far as geniuses go And I'm doing pretty hood in my pink polo Nigga, please, how you gon' say I ain't no Lo-head? 'Cause my Dior got me more model head? I'm insulted, you should go 'head And bow so hard 'til your knees hit your forehead And the flow just hit code red Top five MCs, you ain't gotta remind me Top five MCs, you gotta rewind me I'm high up on the line, you could get behind me But my head's so big, you can't sit behind me (Sit behind me) Life of a Don, lights keep glowin' Comin' in the club wit' that fresh shit on Wit' somethin' crazy on my arm, uh-huh-hum And here's another hit, Barry Bonds Yeah, yeah, we outta here, baby! What? What? We outta here, baby! Ayy, Mr. West, we so outta here, baby! And me? I'm Mr. Weezy Baby, yeah! I'm so bright, not shady My teeth and my ice so white like Shady Ice in my teeth so refrigerated I'm so fuckin' good like I'm sleepin' with Meagan (Ha!) I'm all about my Franklins, Lincolns, and Reagans Whenever they make them, I shall hayve them Oops, I meant "have them"—I'm so crazy But if you play crazy, you be sleeping with daisies I'm such a hayvoc—oops, I meant "havoc" And my drink's still pinker than the Easter rabbit And I'm still col' like Keyshia's family Stove on my waist turn beef to patties (Bow!) And I ate it 'cause I'm so avid (No homo) And I don't front and I don't go backwards And I don't practice, and I don't lack shit And you can get buried—suck my bat, bitch (Ha!) We outta here, baby! We outta here, baby! We outta here, baby! Swag at a hundred and climbin', baby, yeah! Life of a Don, lights keep glowin' Comin' in the club wit' that fresh shit on Wit' somethin' crazy on my arm, uh-huh-hum And here's another hit, Barry Bonds Oh, oh Oh yeah, we gonna kick this shit off right here Set it on, baby Yeah, yeah Ayy, Kanye \ No newline at end of file diff --git a/static/code/python/kanye-rnn/data/kanye_lyrics.txt b/static/code/python/kanye-rnn/data/kanye_lyrics.txt deleted file mode 100644 index e88d40a6..00000000 --- a/static/code/python/kanye-rnn/data/kanye_lyrics.txt +++ /dev/null @@ -1,6245 +0,0 @@ -- - -[Skit] -You know the whole shit -So don't ever, in your life, get me confused with some of 'em other niggas that you might see on TV or hear on the radio and such -You know what I'm saying? I mean, this is me - -[Instrumental] - -[Chorus: (Consequence)] -(You got to...) Relax yourself, or we'll back you down -Relax yourself, or we'll back you down -Relax yourself, or we'll back you down -Relax yourself, or we'll back you down -Relax yourself, or we'll back you down -All day long, man, we back in town - -[Verse 1: Consequence] -Homie check it out, I got her mesmerized -So when your hooker choose Cons, she telling you "bye" -Street poetry is how your boy get paid -In that brand new Escalade, metallic, black or beige -And when I walk up in the club, you know I do not pay -Ayo my man Kanyeezy, he got something to say - -[Verse 2: Kanye West] -Ayo my name is Kanyeezy from the Roc-A fam -Where the Glocks don't jam, so when we prop, them scrams -See I showed you on "The Champions" how we get down -So don't twist your lips up like Bobby Brown -You got B2K all on your bedroom wall -But if you be with Kan', I'm gonna work your walls -Straight from the South Side of the Chi-Town streets -The top three in the game, with these here beats - -[Verse 3: Consequence] -And if you talk about him, ayo I take you out -Either with the nine, or the Tecs in his mouth -And if that dime getting friendly then the orgy's at eight -But y'all niggas don't shine, so you couldn't relate - -[Chorus: Consequence & Kanye West] -Relax yourself, or we'll back you down (You couldn't relate) -Relax yourself, or we'll back you down (Yo, 'Quence?) (You couldn't relate) -Relax yourself, or we'll back you down -So relax yourself, or we'll back you down -Relax yourself, or we'll back you down -Relax yourself, or we'll back you down - -[Verse 4: Consequence] -'Quence was out the game, now he's back to ball -Drive you insane, drop a tat at the mall -You staring at my rose-gold way too long -But I ain't scared to ride, that's why I wear Teflon -I took her on the ave' and she expect me to trip -But I made her window shop while I bought me some kicks -So if you want the drama, holler at your boy - -[Verse 5: Kanye West] -Original rude boy like Pastor Troy -The G-500 is my favorite toy -They say, "He don't look like a thug or a hood" -"But he keep them gorillas, so he still be good" -By the way my name is K, don't forget the A -And the N-Y-E, out in N.Y.C -I'mma still rep the gold, no matter where I go -Everybody say I'm hot, I'm saying I'm cold -Hate when niggas leave the city and switch up they raps -On the real homie, I don't get down like that -I'mma milk the game, 'til we all can eat - -[Verse 6: Consequence] -Now the Chocolate Factory is what I bump in my jeep -So roll me up a L, but don't lace it with leak -'Cause that shit'll have me zoning for a couple of weeks - -[Verse 7: Kanye West] -Now your momma told you let the cleavage show -'Cause that's the best way to get a nigga with dough -They'll fake a pregnancy, then call the attorney up -But she ain't know I'm cheaper than IKEA furniture - -[Verse 8: Consequence] -Kanye, White, Malik, Little and D -Menace, Skates to Lou and the Puffs from L.B -They know that Consequence be wearing gold and ice -Cause I got out the projects, where it's flooded with mice -Eh shorty, let me tell you 'bout the rules of my nights -It seems I always keep it moving, I don't hit nothing twice - -[Chorus: Consequence & Kanye West] -So relax yourself, or we'll back you down (Don't hit nothing twice) -Relax yourself, or we'll back you down (Don't hit nothing twice) -Relax yourself, or we'll back you down -So relax yourself, or we'll back you down (Kon Man Produc'!) -Relax yourself, or we'll back you down (Yeah! yeah!) -Relax yourself, or we'll back you down (It's the ROC!) -Relax yourself, or we'll back you down (Uh) -Relax yourself, or we'll back you down (Yeah) -Relax yourself, or we'll back you down (Uh huh) -Relax yourself, or we'll back you down -Aw, damn, Kon Man, we back in town (We back in town) -Relax yourself, or we'll back you down (We back in town) -Relax yourself, or we'll back you down (We back in town) -Relax yourself, or we'll back you down (We back in town) -Relax yourself, or we'll back you down (We back in town) -Relax yourself, or we'll back you down (Queens and Chi' Town) -Relax yourself, or we'll back you down - - - -/ - -[Intro] -Twelve thousand acres -Twelve and I made it -And he finally made it -I can watch the Lakers -I can buy the Lakers -Say the line to Lagos -And I got two lakes -We can buy the Lakers - -[Verse 1] -"I'm lovin' it" -McDonald's saying when I become the president of the government -[?] -[?] -I remember Future told me I'll be a billionaire off the Yeezys -Damn that boy never lie, that was on a [?] -[?] -[?] -Old [?], put a whole [?] -[?] -Christian school, I'm making donations -I'm making [?], I make a donation - -[Verse 2] -[?] -I got [?] -[?], got up out the land -Got a [?] land, get the upper hand -Got up outta land, get the upper hand -What [?] saying? I can't hear what they saying -I can't hear what he saying, I can't hear you saying -I'm on top of the mountain, I'm on top of the Raptor -All that [?] rapper, I can't hear what he saying - -[Chorus] -Twelve thousand acres -Got up outta land, get the upper hand - -[Verse 3] -Feeling like the man -And I know [?] -[?] Jesus Christ, till He rose again -Twelve thousand acres -Had to buy the land, get the upper hand -[?] - -[Chorus] -Twelve thousand acres -Had to buy the land, had to buy the land - -[Verse 4] -I had three hundred acres in the California, aye -I had [?] -They won't [?], they gon' tell up on [?] -I said "you can keep this [?], I'ma [?], oh" -Didn't wanna [?], highschool -This is so highschool -This is so [?] -This is so immature -This is so in the score -I got son in the sure -[?], yeah, I'm sure -[?] I endure -Everything that I endure -[?] -Nigga, [?] - -[Chorus] -Twelve thousand acres -Had to buy the land, get the upper hand -Get the upper hand - -[Intro: Mos Def & Kanye West] -This next guest.. is my man -Bringing him back, its a pleasure to have him here -Please give it for my brother Kanye.. West -Uh.. Let me start by.. -Thanking you know.. for allowing me to come back because this is one of the important days in the year to me... next to y'know Christmas, my mother's birthday and my birthday y'know -Now here goes the story... -My momma calls me and she says "Baby, I'm down in Miami and they playin' your song all day long. You making a lot of money right now. So when you on the tour I know there's gonna be lot of girls out there tryna throw you their pussy" -(haha) I mean that's how my momma talks with me -She says "Baby, imma want you to put on three rubbers cause I don't want no girl out there fucking up our money - -[Verse: Kanye West] -Eighteen years, eighteen years -She got one of your kids, got you for eighteen years -I know a nigga payin' child support for one of his kids -His baby mama car and crib is bigger than his -You will see him on TV any given Sunday -Win the Super Bowl and drive off in a Hyundai -She was supposed to buy your shorty Tyco with your money -She went to the doctor, got lipo with your money -She walkin' around lookin' like Michael with your money -Should've got that insured, Geico for your money -If you ain't no punk -Holla, "We want prenup! We want prenup!" (Yeah!) -It's somethin' that you need to have -‘Cause when she leave yo' ass, she gon' leave with half -Eighteen years, eighteen years -She got one of your kids, got you for eighteen years -And on the 18th birthday he found out it wasn't his! -Maaan! he killed that bitch, they gave him 25 years, 25 years -Yeah, yeah, yeah, yeah, yeah, yeah, yeah, yeah.. - -[Verse] -Yo it's the Lake Shore Drive -Keep it live, tight, raw -You better hurry up, they can't keep it in the store -To be the format, your whole style on one beat -Insert the disk, watch a nigga press delete -Tryna flex your technique -You gettin' blasted with a TEC, that shit is mad ironic -Like Alanis Morisette, you try but can't jet -Bunch of airline lyrics, rhymes for low fare -Flyin' out of O'Hare -While these no-name ass niggas wanna go there, nobodies -Livin' three blocks from nowhere, down the street from nothin' -Let me show these niggas somethin', visual aid, the page -And the nigga who fronted, word to God, they don't want it -But they wanna play the role, actin' hardcore -Watch the whole career, flow, my style is too cold -Always, forever like Luther, but it ain't original -Because I stole it from the future, now I'm wanted in three centuries -The verbal killin', ask me where I got the style -Told 'em from my grandchildren, put it on files -Document it in the books -You niggas can't see me so cease the hard looks -I'll rather it get took -Live and die for rhymes, dedicated to hip-hop -Shit don't stop -Niggas they wanna know what and who's next -And you roll up in a Lex -That's the train stop, my brain drop mad lyrics -I rhyme with the spirit off the top, I drop nonstop -Verbally killin', my style is ready to willin' -Y'all niggas stay back chillin' -Like EPMD y'all niggas ain't seein' me, what -We're enormous, nah, do or die -I got the rhymes on the brain -They tried to bomb me on the plane so I rode the train -Before I got here, spawned here -I'm 'bout to save this shit, yo it's my year, what!? -Bring it on, pass it to my man Tariq -Rock the mic all week - -[Verse 1] -I told her to drive over after dude crib -Bring a couple new friends -Them last girls was too thick -How you expect me to hit? -You wanna watch Clueless -I wanna watch Foolish -Excuse me, miss, I don't appreciate your rudeness -But if you strip, I will appreciate your nudeness -I heard the best head come from girls that is toothless -Yeah my game ruthless, yeah my car roofless -Spit that "Through The Wire" over Chaka Khan and Rufus -She said she had a friend look like Janet Jackson -That bitch came over lookin' more like Freddie Jackson -Nah, nah, nah, baby, won't be no time for no action -I'm just gon' play this "Slow Jamz," holla at your man, man... -[Verse 2] -Old school like Melle Mel -Or we could go to the D where Dwelle dwell -Or DC, PG, or ATL -Back in Chi, I mean my life like a magazine -Honey wanna know the details about my ebony -Well that's XXL -Far as the penthouse, yeah that's upscale -Mademoiselle got a hell of a black tail -I'm feelin' her vibe, her body and soul -I heard you stay in a metropolitan home -Well let's kill all the pollyin', I offer you a Cosmopolitan -Let's jet out the club, get some oxygen -Your friends say I'm a player, you'd be lucky to keep me -You know people gon' be talkin' 'bout us weekly -My car be in a Robb Re- -P-O-R-T but what's more important to me is that -Don't be comin' 'round my girl tryna act like Mr. Friendly -And steal the spotlight like Mr. Bentley -I spotted her like Spud McKenzie -And for them fake boobies, I paid them Benjis -Get your own -I got Paris, he got Nicky, he tried to get him a clone -He said, "Ye, you know you got extra hoes -And everything you do is extra cold" -From the Polo fleece to the Jesus piece -I got family in high places like Jesus niece -Can I please say my peace? -If y'all fresh to death then I'm deceased -And this one here is a heat rock, spit like a beatbox -The way the beat rocks, new version of Pete Rock -But for that Benz I get CL love -So I switched my girls around like 3L dub -My favorite girl wanna leave me just because I got a girlfriend -My freak girl told me now she's a Christian -My white girl wanna move back to Michigan -I'm pullin' girls off the bench like a 6th man -I'm in the club pullin' the same old two step -While Omegas doin' the same old Q step -I had my money on my mind, I was thinkin' green -She a pledge, AKA, she was pink and green -I want a good girl, she want a gentleman -We sayin' the same thing like a synonym -I wasn't really spittin' game, I was scrimmagin' -My penmanship is so hard it needs censorship -I'm a Chicagoan 'til Chicago wins -'Til we blow like Chicago wind -I don't know what's better, gettin' laid or gettin' paid -I just know when I'm gettin' one the other's gettin' away -I have to say, we goin' to mass today -We have to pray, these niggas is wack and aye I have to say -Since Pac passed away -Most these niggas don't even deserve a track from me -First of all, let's get rid of them Louis Vuitton boots -And get your tall ass out that C-Class coupe -You see the whiskey, had them girls feelin' frisky -You was with me, she said, "Who's the sissy?" -And even if they wanna get busy -And freaky like Missy and roll some weed up -You'll roll 3 blunts and fuck up 3 blunts -Mothafucka you would fuck up a free lunch -Dawg, keep it right thurr like Chingy -Your girl don't like me? How long has she been gay? -Spanish girls ask me, "No habla ingles" -And everybody wanna run to me 'fore they sin-glay -It's funny how these wack niggas need my help -Wasn't around when I couldn't feed myself -Dawg if I was you I wouldn't feel myself -Dawg if I was you I'd kill myself -That Ethiopian chick drinkin' straight up liquor -I told her I'm Nigerian, that's straight up nigga -She claimed she ain't hear me on "The Bounce" with Jigga -She claimed she ain't see me on the basement with Tigga -Them both my niggas, so I suppose -I might have been doin' a lil' frontin' for the hoes -When I flip flows, I rip shows -Seen your girlfriends, can I hit those? -I don't know if it's me, or do them Uggs -Got girl's feets lookin' like sheepskin rugs -Some rhyme with her name, some rhyme nameless -Don't try to treat me like I ain't famous -My apologies, are you into astrology? -Cause umm... I'm tryna make it to your anus -See that's a little Don Juan game -All across your chest like Sean John's name -Niggas tryna figure out since Kan' came -Who the rookie of the year: me or LeBron James? -They said, "Woah don't get caught up in the hype" -Ain't no tellin' they gon' love you after tonight -Well if tonight's the night, pop bottles, fuck models -Spend money 'til you're broke, my nigga, live your life -Cause I'm livin' international, nigga, the American dream -All my dawgs is livin' vicariously through me -If I get head from Trin', that's one for the team -Cause 702, that's one for the crew -My dawg Hip-Hop really love Claudette -So if I ever get to smash, this fuck's for you -I can barely drive the G5 down King Drive -Cause like a Brinks truck, they know there's money inside - -[Intermission] -I'ma take a little intermission -I'ma let y'all just talk about how good I rap for a minute and I'ma come back - -[Verse 3] -So I dropped out of school cause I'm tryna eff the tutor -Her ex man drove a Mercury Cougar -I hit her with this maneuver, he just couldn't recuper' -I'm tryna stab one like Jack The Ripper -I'm tryna stab two like Jack The Tripper -My nigga Tone been locked for a minute -He come home, he from the skreets, he gon' want him some skrippers -And I'm a big tipper, I don't even be trippin' -This my first real Rolex, it don't even be tickin' -This my first pair of earrings I can wear in the shower -Without 'em cloudin' up in a half an hour -So that basically mean my paper gettin' mean -4 Gs in the Rocawear jeans -This top red hot like Anthony Kiedis -You see this? These are the sweetest Adidas -We fire, y'all retire -All ugly people, please be quiet -Hov ain't get a beat from me in a minute -He heard "Just to Get By" and I was re-hired -I got a track right now that could save Mya -Laughs I do though... - -October 19 2013       Seattle, WA              Key Arena*# -October 20 2013       Vancouver, B.C.       Pepsi Live at Rogers Arena*# -October 22 2013       San Jose, CA           SAP Center*# -October 23 2013       Oakland, CA            Oracle Arena*# -October 25 2013       Las Vegas, NV         MGM Grand Garden Arena*^ -October 26 2013       Los Angeles, CA     Staples Center*# -October 28 2013       Los Angeles Staples Center -November 01 2013    Salt Lake City, UT   Energy Solutions Arena*# -November 03 2013    Denver, CO             Pepsi Center*# -November 05 2013    Minneapolis, MN     Target Center*# -November 07 2013    Chicago, IL             United Center*# -November 10 2013    Detroit, MI              Palace of Auburn Hills*# -November 12 2013    Toronto, ONT.        Air Canada Centre*# -November 14 2013    Montreal, QUE.       Bell Centre# -November 16 2013    Philadelphia, PA    Wells Fargo Center*# -November 17 2013    Boston, MA            TD Garden*# -November 19 2013    Brooklyn, NY          Barclays Center*^ -November 21 2013    Washington, DC     Verizon Center# -November 23 2013    New York, NY         Madison Square Garden*^ -November 29 2013    Miami, FL               American Airlines Arena*# -November 30 2013    Tampa, FL             Tampa Bay Times Forum^ -December 01 2013    Atlanta, GA            Philips Arena# -December 06 2013    Dallas, TX             American Airlines Center# -December 07 2013    Houston, TX          Toyota Center# - -# WITH KENDRICK LAMAR -^ SPECIAL GUEST TO BE ANNOUNCED -TICKETS WITH* ON SALE FRIDAY 9 13 13 - -February 13 2014       University Park, PA, Bryce Jordan Center -February 14 2014       Baltimore, MD, Baltimore Arena -February 15 2014       Newark, NJ, Prudential Center -February 17 2014       Montreal, Quebec, Bell Centre -February 18 2014       Hamilton, Ontario, Copps Coliseum -February 19 2014       Albany, NY, Times Union Center -February 21 2014       Uncasville, CT, Mohegan Sun Arena -February 22 2014       Atlantic City, NJ, Boardwalk Hall -February 23 2014       Uniondale, NY, Nassau Coliseum - -Well seeing that, I think I, maybe for one of the first times in my life, I understand how it is to feel humbled. I want to say some "thank you"s really quick. Thank God for Stephen Hill, who is so sincerely good at exactly what he does and gives so much and doesn't care about what Ghost somebody's driving or how big somebody's house is and brings the most awesome collection of classic, current, and futuristic black music every day. So, make some noise for Stephen Hill to start this - -So, since this is pre-taped and the fact that Adam Blackstone used to be my music director, I'm pretty sure he's not gonna start the music on me. If I go Chicago for a second, you know it was interesting when I went and visited Minister Louis Farrakhan, and I just really wanted to expand so much more on the things that I had been talking about over the past couple years. And it was interesting or groundbreaking and really special for me to see his reaction and his expression about my relationship with a woman not of color, and for us to focus on the idea of love and not the idea of separation. You know, at the barbershop and everything, I used to hear people talking about, "You know when an entertainer get on, of course you know he gon' go and get a white girl and buy her all this... and the white girl gon' go and get a rich black dude." But I want to say that my wife has dated broke black dudes. So it ain't got nothing to do with the money - -And it takes me back to a story that she told me where her father, Robert Kardashian, walked out, and on the side of his Bentley, they wrote "Nigga lover" because Robert Kardashian was the genius that put together the defense team that got O.J. off. She had never seen her father curse, get mad, he was the most laid back human being. And he went so crazy and tried to chase the people down, and she sat there crying and said, "Dad why you going so crazy?" He said to her, "One day you may have a black child. A beautiful, beautiful, beautiful black child. And it's gonna be hard, you're gonna see how hard it is." - -So, true enough, we deal with racism because there are different races, or the micro of it is that we focus on the different races, as opposed to the macro, which is the human race. The bit of soundbytes that everyone loved from last year that got taken out of context or misunderstood did come from a place of saying part of the reason why I'm not allowed to be empowered is because of race, because of people's perception of celebrity, because all they want to present to young black men is the idea of making it to the league or making it to be a rapper, but not the idea of becoming an owner. And they would do anything they can to make it seem like a truthful idea is a stupid idea or a crazy idea - -Harriet Tubman said she could have freed so many more, and I'm sorry mom if that was incorrect English. Harriet Tubman could have freed more if they only knew they weren't free. So don't think that because we can afford this custom Balmain suit that we're free. And don't think that because we can buy a $300,000 car that we're free. And don't think that because it's 3% of a gated community that has colored people in it that we're free. It's the mentality, the slave mentality, where we all eventually become slaves to that car. Slaves to the perception. Slaves to the idea of being cool - -I thought it was so appropriate the way Wayne Brady kicked his whole shit off tonight. For us to express ourselves. Our power, our oil, since we don't own any oil. Our oil is our expression, is our influence. Don't never let them take that away. And when we have the chance to express it and influence, don't only do it for us, do it for the human race - -I am Kanye West, and that feels really great, especially to say this year. I came here to present my new video, but before that, I'ma talk. Now... Later tonight, "Famous" might lose to Beyoncé, but I can't be mad—I'm always wishing for Beyoncé to win, so, you know! But for people to understand just how blessed we are. It was an expression of our now. Our fame right now. Us on the inside of the TV. You know, just to put... the audacity to put Anna Wintour right next to Donald Trump... I mean, like, I put Ray J in there, bruh! This is fame, bro! Like... I see you, Amber! My wife is a G, not a lot of people's wives would let 'em say that! We came over in the same boat, now we all in the same bed. Well... maybe different boats, but you know. If you think about it, last week, it was 22 people murdered in Chicago. You know, like, people come to me like, "Man, that's right! Tell Taylor to..." Bro, like, I love all y'all! That's why I called her! So, I was speaking at the Art Institute last year and one kid came up to me and said, "Three of my friends died and I don't know if I'm gonna be the next." And it has to... you know, you have to think like, you know when you're a senior and it's like the last month and you just don't feel like doing anymore work? If you feel like you're seeing people dying right next to you, you might feel like what's the point? You know, like, life could be, like, start to feel worthless in a way. I know times for me, I sit down and talk to older, rich people, you know -- aka white -- and uh, they tell me, "Don't compare yourself to Steve Jobs, don't compare yourself to Walt Disney." And my friend Sekaya told me -- ayy, bruh, bruh! - -They tell me, "Don't compare yourself to these people," right? My friend Sekaya told me it's three keys to keeping people impoverished: taking away their esteem, taking away their resources, and taking away their role models. My role models are Artists Merchants. It's less than 10 I can name in history. Truman, Ford, Hughes, Disney, Jobs, West -(Audience cheer) Bro! Broooo! - -Tonight, we're here to have fun. I'm standing in front of my idol, Puff Daddy. I'm standing in front of my wife, Kim Kardashian West. I'm standing in front of the future, Chance The Rapper, 2 Chainz, Jaden Smith. Bro! We are undeniably the influence, the thought leaders. I'm gonna play y'all a piece of my art and I hope y'all have a good time - -[Intro: Sunday Service Choir] -Dear God, make it alright -Only You can make it alright -Dear Lord, make it alright -Nothing else ever feels right -Dear God, make it alright -Nothing else ever feels right -Na-na-na, nothing else ever feels right - -[Verse 1: Kanye West] -Exhausted -Never the right time to go -—Right time to go -Never the right time to go -God loves you -Love when He choose your steps -Gotta make it right 'fore you left -Gotta make it right before you— -Everybody wanna feel likе -Everything gon' be right -New mе over the old me -Let it out, let it all out -God, please set it alright -Make it right, now that feels right -Nothing else ever feels right -Nothing else ever feels right - -[Chorus: Sunday Service Choir] -Save me, yeah, make it alright -Bow our heads 'cause it's alright, alright, mm-mm -Twenty-four hours -Twenty-four candles -Twenty-four hours -Yeah, yeah -Yeah, yeah, yeah, yeah, yeah -Throw our hands up in the sky -Yes, Lord, we put 'em high -Yeah, yeah -Yeah, yeah - -[Verse 2: Kanye West & Sunday Service Choir] -Yeah, know you're alive and God's not finished -Know you're alive and God's not finished -I know you're alive, God's not finished -I know you're alive and God's not— -The Devil's a lie, but now he finished -Devil's a lie and now he fin— -Devil's a lie and now he finished -Throw our hands up in the sky -Yes, Lord, we wave 'em high - -[Refrain: Kanye West & Sunday Service Choir] -We gonna be okay, we gonna be okay -We gonna be okay, we gonna be okay -We gonna be okay, we gonna be okay - -[Bridge: Sunday Service Choir] -God's not finished, God's not finished -God's not finished, God's not finished -God's not finished, God's not finished -God's not finished, God's not finished - -[Refrain: Kanye West & Sunday Service Choir] -Know we gon' be okay, we gonna be okay -We gonna be okay, we gonna be okay -God's not finished, God's not finished -God's not finished, we gonna be okay - -[Outro: Sunday Service Choir] -Throw our hands up in the sky -Yes, Lord, we wave 'em high -Mm-mm-mm, mm-mm - -[Chorus: Sunday Service Choir] -All my people out the trenches -Lift us up, make us alright -The devil can't stand the presence -I stand with God, He got leverage -Throw our hands in the sky -Yes Lord, we wave them high - -[Verse 1: KayCyy] -Exhausted -It's never the right time to go -I had to think twice before I move -Stand on my ground, won't break my move -Choose puddles -Be careful when you choose your steps -Gotta make it right before you left -Gotta make it right before you left -Exhausted -It's never the right time to go -I had to think twice before I move -Stand on my ground, won't break my move -Choose puddles -Be careful when you choose your steps -Gotta make it right before you left -Gotta make it right before you left - -[Refrain: KayCyy with Sunday Service Choir] -Everybody wanna feel like -Everything gon' be right -New me over the old me -Let it out, let it all out -I can't help feelin' alright -Lord please make it alright -Forgive us all, make it alright -Surround us all, make it alright - -[Bridge: KayCyy & Sunday Service Choir, Buju Banton] -Dear God make it alright -Only You can make it alright -Dear Lord make it alright -Nothing else ever feels right -Dear God make it alright -Nothing else ever feels right, na-na-na -Nothing else ever feels right -Save me, yeah -Make it alright -Bow our heads cause it's alright, alright, mm-mm -Twenty-four hours -Twenty-four candles -Twenty-four hours -Yeah, yeah -Yeah, yeah, yeah, yeah, yeah (Kanye) -Throw our hands up in the sky (Buju Banton) -Yes, Lord, we put 'em high -Yeah, yeah (Realest one) -Yeah, yeah - -[Verse 2: Buju Banton] -For the ones we have lost and the ones on the cross -[?], future-proof boss -Time may not be right, but God is the boss -[?] and all -Find out we on [?] -The last one great, and those who remain -We on the wisdom, we won't feel the same -We rise up from the ambush and pain -Change the cuisine so we won't leave no baby -Higher [?] baby -From negative thoughts, we refrain -He is Buju Banton, we are done with play - -[Verse 3: Kanye West] -My God, my Jehovah Jireh, my provider -People listen, what a vision -Wonderful vision, what a vision -Pray we listen, pray we listen -Washed us in blood, pessimism -He died for them, but He risen -Behold the lamb, we are in denial -Then I took the test, but I jumped the trial -This is the jam, like Teddy Jam -In Onyx’s land, George Michael sayin' -"Lend me your ear," like she Van Gogh -She like the old Ye, that finito -Washed us in blood, pessimism -He died for them, but He risen -Wonderful vision, what a vision -Pray we listen, pray we listen - -[Chorus: Sunday Service Choir] -All my people out the trenches -Lift us up, make us alright -The devil can't stand the presence -I stand with God and I got leverage -Throw our hands up in the sky -Yes Lord, we wave them high - -[Verse 4: SAINt JHN] -True religion, hey, true religion, no -Run it up, gotta screw the system, no -Run it up, gotta feed the children, no -Run it up, but it's not a crescendo, no -Callin' It [?] -[?] Make me dome my way -Oh-na-na, tryna find my way -When I lost someone else, I done lost my way -[?] when we walk, oh -Cross 'em up hard, that's my wardrobe -Prayin' to the Lord when I'm dyin' on my knees, screamin' up "Where we all go?" -Hearin' at the top through my lungs and the glass [?] with the cargo - -[Chorus: Sunday Service Choir] -All my people out the trenches -Lift us up, make us alright -The devil can't stand the presence -I stand with God, He got leverage -Throw our hands in the sky -Yes Lord, we wave them high - -[Outro: Sunday Service Choir] -Yeah, yeah, yeah -Yeah yeah yeah, yeah yeah -Throw our hands up in the sky -Yes Lord, we put 'em high -Yeah, yeah - -[Chorus: Sunday Service Choir] -All my people out the trenches -Lift us up, make us alright -The devil can't stand your presence -Stand with God and I got leverage -Throw our hands up in the sky -Yes Lord, we wave 'em high - -[Verse 1: KayCyy] -Exhausted, it’s never the right time to go -I had to think twice before I moved -Standing my ground won’t break my mood -Choose puddles, be careful when you choose your steps -Gotta make it right before your left -Gotta make it right before your left -Exhausted, it’s never the right time go -I had to think twice before I moved -Standing my ground won’t break my mood -Choose puddles, be careful when you choose your steps -Gotta make a right before your left -Gotta make a right before your left - -[Bridge: KayCyy with Sunday Service Choir] -Everybody wanna feel like -Everything gon' be right -New me over the old me -Let it out, let it all out -I can't help not feeling alright -Lord please make it alright -Forgive us all make it alright -Surround us all make it alright - -[Verse 2: KayCyy & Sunday Service Choir] -Dear God, make it alright -Only You can make it alright -Dear Lord, make it alright -Nothing else ever feels right -Dear God, make it alright -Nothing else ever feels right -Na-na-na, nothing else ever feels right -Save me yeah, make it alright -Bow our heads because it's alright -Alright, mmm, mmm, mmm -24 hours, 24 candles, 24 hours - -[Interlude: KayCyy & Sunday Service Choir] -Yeah, yeah, yeah -Yeah, yeah, yeah, yeah, yeah -Throw our hands up in the sky -Yes Lord, we put ‘em high, yeah, yeah - -[Verse 3: Kanye West & Dem Jointz] -My God, my -Jehovah Jireh, my provider -People listen, what a vision -Wonderful vision, what a vision -Pray we listen, pray we listen -Washed us in blood, pessimism -He died for them, but He risen -Behold the lamb, we are in denial -Then I took the test, but I jumped the trial -This is the jam, like Teddy Jam -In Onyx’s land, George Michael sayin' -"Lend me your ear," like she Van Gogh -She like the old Ye, that finito -Washed us in blood, pessimism -He died for them, but He risen -Wonderful vision, what a vision -Pray we listen, pray we listen - -[Chorus: Sunday Service Choir] -All my people out the trenches -Lift us up, make us alright -The devil can't stand your presence -Stand with God and I got leverage -Throw our hands up in the sky -Yes Lord, we wave 'em high - -[Outro: Sunday Service Choir] -Exhausted -Mmm, mmm, mmm -Mmm, mmm, mmm -Mmm, mmm, mmm -Mmm, mmm, mmm -Mmm, mmm, mmm - -[Chorus: Sunday Service Choir] -All my people out the trenches -Lift us up, make us alright -The devil can't stand your presence -Stand with God and I got leverage -Throw our hands up in the sky -Yes Lord, we wave 'em high - -[Verse 1: KayCyy] -Exhausted, it’s never the right time to go -I had to think twice before I moved -Standing my ground won’t break my mood -Choose puddles, be careful when you choose your steps -Gotta make it right before your left -Gotta make it right before your left -Exhausted, it’s never the right time go -I had to think twice before I moved -Standing my ground won’t break my mood -Choose puddles, be careful when you choose your steps -Gotta make a right before your left -Gotta make a right before your left - -[Bridge: KayCyy & KayCyy with Sunday Service Choir] -Everybody wanna feel like -Everything gon be right -New me over the old me -Let it out, let it all out -I can't help not feeling alright -Lord please make it alright -Forgive us all make it alright -Surround us all make it alright - -[Verse 2: KayCyy] -Dear God, make it alright -Only You can make it alright -Dear Lord, make it alright -Nothing else ever feels right -Dear God, make it alright -Nothing else ever feels right -Na-na-na, nothing else ever feels right -Save me yeah, make it alright -Bow our heads because it's alright -Alright, mmm, mmm, mmm -24 hours, 24 candles, 24 hours - -[Bridge: KayCyy] -Yeah, yeah, yeah -Yeah, yeah, yeah, yeah, yeah -Throw our hands up in the sky -Yes Lord, we put ‘em high, yeah, yeah - -[Verse 3: Kanye West & Dem Jointz] -My God, my -Jehovah Jireh, my provider -People listen, what a vision -Wonderful vision, what a vision -Pray we listen, pray we listen -Washed us in blood, pessimism -He died for them, but He risen -Behold the lamb, we are in denial -Then I took the test, but I jumped the trial -This is the jam, like Teddy Jam -In Onyx’s land, George Michael sayin' -"Lend me your ear," like she Van Gogh -She like the old Ye, that finito -Washed us in blood, pessimism -He died for them, but He risen -Wonderful vision, what a vision -Pray we listen, pray we listen - -[Chorus: Sunday Service Choir] -All my people out the trenches -Lift us up, make us alright -The devil can't stand your presence -Stand with God and I got leverage -Throw our hands up in the sky -Yes Lord, we wave 'em high - -[Outro] - -[Intro: Sunday Service Choir] -Dear lord make it alright -Nothing else ever feels right -Dear god make it alright -Nothing else ever feels right -Nah nah nah -Nothing else ever feels right - -[Verse 1: Kanye West] -Exhausted, never the right time to go -Gotta get the right time to go -Never the right time to go -God loves you -Love when he choose your steps -Gotta make it right 'fore you left -Gotta make it right before you— -Everybody wanna feel like -Evеrything gon' be right -New me ovеr the old me -Let it out, let it all out -God, please set it alright -Make it right, now that feels right -Nothing else ever feels right -Nothing else ever feels ri— - -[Chorus: Sunday Service Choir & Kanye West] -Save me, yeah, make it alright -Bow our heads 'cause it's alright, alright, mm-mm -Twenty-four hours -Twenty-four candles -Twenty-four hours -Yeah, yeah -Yeah, yeah, yeah, yeah, yeah -Throw our hands up in the sky -Yes, Lord, we put 'em high -We know we gonna be okay -We only one breath away -Yeah, yeah (My God) -We only one breath away -We know we gonna be okay -Yeah, yeah (My God) - -[Verse 2: Kanye West & Sunday Service Choir] -Yeah, know you're alive and God's not finished -Know you're alive and God's not finished -I know you're alive, God's not finished -I know you're alive and God's not— -The Devil's a lie, but now he finished -Devil's a lie and now he finished -Devil's a lie and now he finished -Devil's a lie and now he finished -Be okay -I know you don't wanna be here sometimes -We gonna be okay, We gonna be okay -We gonna be okay, We gonna be okay -We gonna be okay, We gonna be okay -We gonna be okay, We gonna be okay -We gonna be okay, We gonna be okay -We gonna be okay, We gonna be okay -We gonna be okay. We gonna be okay -We gonna be okay, We gonna be okay -God's not finished. God's not finished -God's not finished, God's not finished -God's not finished, God's not finished -God's not finished, God's not finished -Now we gonna be okay, We gonna be okay -We gonna be okay, We gonna be okay -God's not finished. God's not finished -God's not finished -Throw our hands up in the sky -Yes, Lord, we wave 'em high - -[Verse 3: Kanye West & Sunday Service Choir] -Yeah, know you're alive and God's not finished -Know you're alive and God's not finished -I know you're alive, God's not finished -I know you're alive and God's not— -The Devil's a lie, but now he finished -Devil's a lie and now he finished -Devil's a lie and now he finished -Devil's a lie and now he finished -Be okay -I know you don't wanna be here sometimes -We gonna be okay, We gonna be okay -We gonna be okay, We gonna be okay -We gonna be okay, We gonna be okay -We gonna be okay, We gonna be okay -We gonna be okay, We gonna be okay -We gonna be okay, We gonna be okay -We gonna be okay. We gonna be okay -We gonna be okay, We gonna be okay -We gonna be okay, We gonna be okay -We gonna be okay, We gonna be okay -We gonna be okay, We gonna be okay -We gonna be okay, We gonna be okay -We gonna be okay, We gonna be okay -We gonna be okay, We gonna be okay -We gonna be okay, We gonna be okay -We gonna be okay, We gonna be okay -God's not finished. God's not finished -God's not finished, God's not finished -God's not finished, God's not finished -God's not finished, God's not finished -Now we gonna be okay, we gonna be okay -We gonna be okay, we gonna be okay -God's not finished, God's not finished -God's not finished -Throw our hands up in the sky -Yes, Lord, we wave 'em high -Exhausted, mmm, mmm, mmm, mmm -Mmm, mmm, mmm, mmm - -[Outro: Sunday Service Choir] -Mm-mm-mm, mm-mm, mm -Mm-mm-mm, mm-mm, mm -Mm-mm-mm, mm-mm, mm -Mm-mm-mm, mm-mm, mm -Mm-mm-mm, mm-mm, mm -Mm-mm-mm, mm-mm, mm - -[Pre-Chorus: Unknown Artist] -Now that it’s time to leave - -[Chorus: Unknown Artist] -Come home with me (Come home, come home) -(Come home, come home) I got just what you need -So, come home with me (Come home, come home) -(Come home, come home) - -[Verse 1: Kanye West] -And this time to leave -I got just what you need -*harmonizing* -I wouldn’t bring -Just being a freak for me -Lend me an answer, let me - -[Pre-Chorus: Unknown Artist] -Now that it’s time to leave - -[Chorus: Unknown Artist] -Come home with me (Come home, come home) -Baby, baby (Come home, come home) I got just what you need -So, come home with me (Come home, come home) -(Come home, come home) - -[Pre-Chorus: Unknown Artist] -Now that it’s time to leave - -[Chorus: Unknown Artist] -Come home with me (Come home, come home) -(Come home, come home) I got just what you need -So, come home with me (Come home, come home) -(Come home, come home) - -[Pre-Chorus: Unknown Artist] -Now that we’re ‘bout to leave - -[Chorus: Unknown Artist] -Come home with me (Come home, come home) -(Come home, come home) I got just what you need -So, come home with me (Come home, come home) -(Come home, come home) - -[Pre-Chorus: Unknown Artist] -Now that we’re ‘bout to leave - -[Chorus: Unknown Artist] -Come home with me (Come home, come home) -(Come home, come home) I got just what you need -So, come home with me (Come home, come home) -(Come home, come home) - -[Pre-Chorus: Unknown Artist] -Now that we’re ‘bout to leave - -[Chorus: Unknown Artist] -Come home with me (Come home, come home) -(Come home, come home) I got just what you need -So, come home with me (Come home, come home) -(Come home, come home) - -[Intro: Arthur Russell] -Baby lion goes -Where the islands go -[Verse 1: Kanye West] -You say you never saw this comin', well, you're not alone -Million dollar renovations to a happy home -My ex says she gave me the best years of her life -I saw a recent picture of her, I guess she was right -I wake up, assessin' the damages -Checkin' MediaTakeOut -Pictures of me drunk walkin' out with a bitch -But it's blurry enough to get the fake out -I wake up, all veggies no eggs -I hit the gym, all chest no legs -Yep, then I made myself a smoothie -Yeah, then me and wifey make a movie -Chicago, St. Louis, St. Louis to Chicago -Ándale, ándale E.I, E.I, uh-oh -You had me drivin' far enough to switch the time zone -You was the best of all time at the time, though -Yeah, you wasn't mine, though - -[Chorus: Kanye West] -But I still drove thirty hours -And I, I still drove thirty hours to you, yeah - -[Verse 2: Kanye West] -I remember rappin' for Jay and Cam -Young producer just trying to get his flows off -I remember being nervous to do Victoria's Secret -'Til I pictured everybody with they clothes off -Expedition was Eddie Bauer edition -I'm drivin' with no winter tires in December -Skrrt, skrrt, skrrt, like a private school for women -Then I get there and all the Popeye's is finished, girl -You don't love me, you just pretendin' -I need a happy beginnin', middle and endin' -Chicago, St. Louis, St. Louis to Chicago -It's gettin' hot in here, that's all that I know -Got a hotel room, three stars for you -You call down for an omelet, girl, it's 5 in the morning -You realize we at the DoubleTree, not the Aria -Only thing open is Waffle House, girl, don't start with me -I used the Western Union for you like it's no prob' -'Cause you was in college complainin' 'bout it's no jobs -But you were suckin' a nigga dick the whole time -Well, I guess a blowjob's better than no job - -[Chorus: Kanye West] -And I drove back thirty hours, uh - -[Bridge: Arthur Russell] -Where the main ties onto the sail -Better on sighting -For astern, oh - -[Outro: Kanye West & André 3000] -3 Stacks, can you help me out? -Thirty hours -Yeah, this type of shit you just ride out to -Thirty hours -Thirty hours -I just be like, it was my idea to have an open relationship -Now a nigga mad -Now I'm 'bout to drive ninety miles like Matt Barnes to kill -Thirty hours -Just to kill -Just to -Just to -I'm about to drive ninety -Ninety miles like Matt Barnes just to whoop a nigga ass -It was my idea and now a nigga (Thirty hours) -Now a nigga mad, now a nigga, uh -A stunna -Whoop him after school just to show I got class -Duh-duh-duh-duh-duh-duh-duh-duh -Duh-duh with you, yeah (Thirty hours) -You know what I'm sayin'? Drop some shit like that -Ayy, ayy, ayy-ayy, ayy, uh -Whoop him after school just to -Thirty hours -Whoop him after school just to show I got class -Uh, igh, uh, uh, 3 Stacks -Thirty hours -Just ride out to that, uh -Check it out: this the bonus track, this the bonus -Thirty hours -My favorite albums used to have like bonus joints like this -That's why they kick it off like this -Yeah, just did that Madison Square Garden -Thirty hours -Had to put the flyest nigga on this shit, ayy, ayy -The pyramids shall rise -Thirty hours -Look at these ultralight beams flowin' -For all the moms, the dads, the kids, the families that shared this moment with us -Let's rock out for 'bout -Thirty hours -You know, ayy, you know -Ayy, you know, ayy, you know -Thirty hours -Whole design team, Yeezy team, music team, ayy -Remember when the whole block'd get shout out? -This my version of a shout-out track -Thirty hours -Let that mothafucka rock, let that, let that, yeah -To my brother Yasiin, holding it down in Africa -Thirty hours -To my family: thank you for holding me down -The media be acting like -Thirty hours -That's Gabe calling -Yo, Gabe -I'm just doing a— I'm just doing an adlib track right now -What's up? -Thirty hours -Thirty hours - -[Produced by Mike Dean, Kanye West & Karriem Riggins] - -[Intro: Kanye West] -Don't go over, I'll be the light -I'll be zonin', I'll be on a [?] -[?] on a [?] on [?] tonight -I want some, don't try me, I'll set this bitch on fire -Told the chauffeur, won't you shut the fuck up and drive? -Told my mama, I don't need your fucking advice -Told my daddy, I would go from over, so I -Since then I have never felt so alive - -[Refrain: Kanye West] -Help me out -Help me out... -Tell me now -I know, hey, hey, hey -They want to tear me down - -[Verse 1: Kanye West] -Paper thin, paper thin -Writing letters [mumbling] for the class -[?] paper thin, paper thin -[mumbling]...if you ask it be -Paper thin opinions -[mumbling] -Followers, minions -Now let's begin - -[Chorus: Kanye West] -Paper thin love, you're my love -You're my, I tear you down -Aw you're my paper thin love -I'm gonna write you up just to tear you down -You're my, you're my paper thin love -I'm gonna write you up, just to tear you down -You're my, you're my Paper thin love -I'm gonna write you up, to tear you down - -[Verse 2: Kanye West] -Follow the rules of society -First one, constitutionally, prostitutionally -Can't do with me -What are you doing to me -What are we doing to free our mind from the -All the lies and the -[?] -I'm floating I'm swimming in this motherfucker -[?] -Who knew that the kid that made Otis -Would lead POTUS and make FLOTUS -From the bias, won't deny us -All the bias, can't deny us - -[Chorus: Kanye West] -Paper thin love -I write you up just to tear you down -I can't deny you, you're my -Paper thin love -I write you up, to tear you down -You're my paper thin love -I write you up just to tear you down - -[Verse 3: Kanye West] -Tell em -Extra, extra, extra sauce -Extra floss, I'm extra boss -I got the... [?] -Celebrity prices I pay the extra cost -Everybody trying to get what they can get -The most out of it -[?] -...Uh, but I can't even be mad at it -I'm a product of the enviroment -I've been fulfilling the requirements -I'm anything you desire -[?] -...Cause, employees be like 3 seconds [?] -I'm 3 seconds away from firing them -[mumbling] - -[Chorus: Kanye West] -Hey, hey, hey -You're my paper love -I write it down, gonna tear you down -I can't lie, you're my paper love -I write you up just to tear you down -I can't deny it -You're my paper thin love -I write you up, to tear you down -Paper love -I write you up just to tear you down - -[Verse 4: Kanye West] -Lemme catch the beat, with the flow -You know, it's the [?] -I've been fulfilling, uh it's just a miracle -Thank god for.... -Ahead of the... -Yeah, uh we ahead of the... -[?]... distribution... -Tell me what is your contribution? -This the real shit -You're just an illusion to me -This a real miracle -You're just an illusion to me -This the real magic -You can't even look at mirrors -[?]... I say -I pray deliver me from pain -Deliver me from saying -The devil talking to me in the back of my brain... -[?]... like it's a game - -[Chorus: Kanye West] -You're my -Paper thin love -I write you up, to tear you down -Paper love -I write you up just to tear you down - -[Chorus] -College dorm sweetheart, sweetheart we are, we are, we are -We are, we are, we are -College dorm sweetheart, sweetheart we are, we are, we are -We are, we are, we are - -[Verse 1] -This ain't nothin' but the truth -Flattery sold separately, most definitely [?] ever be -The ever put in to a good end -What you get out, some would put in -But it was my bright idea though -Open-relationship, I was [?] on some crazy shit -'Cause I was under somethin' on some lazy shit -Doin' beats for Nas on some Yeezy shit - -[Chorus] -College dorm sweetheart, sweetheart we are, we are, we are -We are, we are, we are -College dorm sweetheart, sweetheart we are, we are, we are -We are, we are, we are - -[Verse 2] -Poets wrote the Bible -In God we trust, an idol -So it's [?] the [?] -No it's, on the [?], no it's us -And I know we all have our ways -In the temple, I was wrinkly as a Shar-Pei -[?] please get a [?] -Gotta write this shit in bold, please pass the Sharpie -How can someone already know [?] -You ain't runnin' shit, you hater -Said the [?] was up when I'll see ya later -[?], I am the dictator, you are the dick-taster -[?] the distaste - -(FROM CONSEQUENCE'S INSTAGRAM LIVE) - -[Verse 2: Kanye West] -... -I used the Western Union for you like it's no prob' -'Cause you was in college complainin' 'bout it's no jobs -But you were suckin' a n**ga dick the whole time -Well, I guess a blowjob's better than no job - -[Chorus: Kanye West] -And I drove back thirty hours, uh - -(PART II) - -[Verse 1: Consequence] -It all went up in smoke, you know Kansas stinks -Planes went up in smoke, we had to cancel trips -We mourn in July, all that cancer shit -So once the feelings get hurt, man it can't be fixed, uh - -[Bridge: Consequence] -You do me wrong -You do me wrong -You do me wrong, wrong - -[Verse 2: Consequence] -The sunset's amazing, let me see from the shores -My travel agent needs suggestions so I sent brochure -Who needs some "wearing Prada" when you could go raw -You took took the words right off my lip like toum sauce -Before I jump in the water, the world pause -This opportunity, one of these, the room's yours -I'm sure I'll be greeted by He in the cold waters -Took my eyes off the doors of the truck, go to paradise- - -[Chorus] -No one wants to fall out of Heaven (aye) -And as those sweet tears fall from the sky -This girl gon' hate me forever (forev') -And as those sweet tears fall from the sky -No one wants to fall out of Heaven - -[Verse 1: Kanye West] -She used to get dick from Kanye West -So if you ever see her, give her Kanye's best -Her man in the store, tryna try his best -But he just can't seem to get Kanye fresh -And I just can't seem to get that nigga broke -And I don't know how you get that nigga jokes but -That's [?] -If you еver don't then you [?] -[?] -And now we bе ballin' like the [?] -The shoes you was wearin' was some louie - -[Chorus] -No one wants to fall out of Heaven (aye) -And as those sweet tears fall from the sky -This girl gon' hate me forever (forev') -And as those sweet tears fall from the sky -No one wants to fall out of Heaven - -[Interlude] -All I would [?] - -[Verse 2: Justin Vernon] -It feels like we're changin' (there's no proof) -Those aren't clouds (learn to [?]) -Ain't no love in the playground (now they're speakin' to me now) -Go away ([?]) -Ain't no love in the playground (waitin' by your phone) -That's a long way (aye, aye) - -[Verse 3] -And as those sweet tears fall from the sky (aye, aye) -This girl gon' hate me forever (forev') -Nothin' that I can do to un-break your heart -I'm just doin' my part -And my try my best not to bring it up, just look the other way -Used to live in wonder -We were struck, now my heart feels like thunder -Thunder -Thunder -Thunder - -[Outro] -Can you see through the end? -And forget all you [?]? -Throw them, throw them away - -[Verse 1: Kanye West] -I'm mischievous, you're delirious -I ate Cheerios without a bowl -Yay, ye, Kanye, yay, ye, Kanye -Yeezus with Jesus, now that is so holy - -Now I must admit, I have poli— -Poli’s a disease where your butthole freeze -I'm Kanye, and I got poli, yeah, Febreeze! -Vsauce, he reminds me of men -He kind of quacks like a hen -They dance in circles, Like Kanye's Kool-Klub -Now it’s the alcohol that's kicking in - -When a woman is pregnant, I kick 'em in the ribs -When a baby is born, I kick 'em in the ribs -When my manager comes to work, I kick 'em in the ribs -When my wife gets home, I kick 'em in the ribs - -When I saw Taylor Swift, I kicked her in the ribs -My Grandma was here today—know what I did? -I kicked her in the ribs - -I went to my house, you know what I did? -I bet you don't— -I kicked my balls in the ribs, yeah - -[Kanye West] - -Y'all might as well get the music ready because this finna' take a while -Umm, When I had my accident I found out at that moment nothing in life is promised except death, -If you had the opportunity to play this game of life -you need to appreciate every moment -a lot of people don't appreciate their moment until it's passed - -[Crowd applauds] - -[Kanye West] -And then, you got to tell those Al Bundy stories "You remember when I ?" -But, right now is my time and my moment thanks to the fans, thanks to the accident, thanks to god, thanks to Roc-A-Fella, Jay-Z, Dame Dash, G, my mother, Rhymefest, everyone that's helped me -And I plan to celebrate, I plan to celebrate and scream and pop champagne every chance I get because I'm at the Grammy's baby! - -[Crowd aplauds] - -I know everybody's asking the question, they wanted know "I know he's going to wild out, I know he's going to do something crazy" -Everbody wanted to know what I would do if I didn't win. - -[Moment of silence] - -[Kanye West] -I guess we'll never know. - -[Crowd cheers] - -[Intro: Swsh] -Baby, yeah -Woah, baby, who pick up when you call? -Yeah, yeah, yeah - -[Chorus: Kanye West] -5:30, the car missin' -No text backs or call misses, I feel like we all victims -Docks is gettin' long -Drunk textin', I should not do Patrón - -[Verse 1: Kanye West] -I hop on the phone, turn the music up, got in my zone -Drunk textin', I should probably sue Patrón -Had to do wrong order to do you right -You gotta go through it order to give advice -It's the price of the litty nights, I know the liquor hittin' -Why when somebody break your heart, it help fix your vision? -If you fall in love with a demon or a diva -Pray your soulmate got a soul when you meet her -The crystal ball couldn't tell me if they'll leave again -Problеms too extra large to share with a mеdium -We fight not for flesh and blood on this level -And devil's advocate is advocatin' for the devil -And love is all drainin' and, stop, it's all fadin' -We used to be secretive but now it's all blatant -It's all just lost, ain't it? Watchin' it all cave in -We the topic of conversation - -[Chorus: Kanye West] -5:30, the car missin' -No textin', just call missin' -We fight and you won't listen -You right, we both trippin' - -[Verse 2: Kanye West] -It's game time, matter fact, it's Ye time -The past year been a strange time -Visitations on FaceTime -And who gon' break who's heart first? Always just breaks mine -Looking for blessings that God'll hand me -I'm tryna just raise the family, somebody should raise the nanny -I'm tryna leave you alone -But that last text was courtesy of Patrón - -[Chorus: Kanye West] -5:30, the car missin' -Emotions is all distant -No texts, just calls missin' -We fight and you won't listen -You right, we both trippin' - -[Verse: Fivio Foreign] -Uh, yeah, 5:30, car missing -No texts back and calls missin' -I feel like we all victims -You have not been at home -They taking my princess, I wasn't watching the throne -I hop on the phone, turn the music up, got in my zone -Drunk texting, I should not do Patrón -Had to do you wrong in order to get it right -You gotta go through it in order to give advice -It’s the price of the litty nights -I know the liquor hittin’ -I guess you gotta break a heart just to fix your vision -I fell in love with a demon and a diva, I pray my soulmate got a soul when I meet her -I want you back but I'm scared you gon' leave again -It's funny you left me for a comedian -But respectfully, you playing with Satan -Ask what hurt me, I told 'еm the expectation -And lovе is all draining and stop, it’s all fatal -We used to be secretive, but now it’s all blatant and it’s all just lost, ain’t it? -Watching it all cave in -My reality ain't on TV, how you watch it and okay it -Family on vacation, trips and reservation -You forgot that we both famous? -What happened to our relation? -Uh, we the topic of conservation -5:30, the car missin’ -Emotions is all distant -No texting, just calls missin’ -We fight and you won’t listen -You right, we both trippin’ -How you playing the game and the ball missing? -Bitch it's game time, matter of fact, it’s Ye time -For the past year has been a strange time -Visitations on FaceTime -Who gon’ break who heart first? Breaks line -Looking for blessings that God had hand me -I’m trying to just raise the family, somebody should raise the nanny -Understand me, I'm tryna just leave you alone -I don't even want revenge, you fucked yourself on your own -Going crazy then hope I change again -I was 'bout to buy Harley but I don't fuck with the Davidsons -Paparazzi, my lady friends, you don't like me then hate me then -I'm still a GOAT, this the feelin' when Brady win -5:30, the car missin’ -Emotions is all distant -No texts, just calls missin’ -We fight and you won’t listen -You right, we both trippin’ -How you playing the game and the ball missing? - -[Hook: John Legend] -Last night I dreamt of an angel -I almost passed away oh yesterday but I'm blessed today -On top of the world I’m so thankful -It ain't no mystery, it's meant for me to make history - -[Verse: Kanye West] -Niggas thought I couldn't rhyme but I tricked 'em -My pulse quickened, I -Brought myself outta last place, I Michael Vick'd 'em -Niggas thought I let 'em down like Tyson -I got the belt like Lewis -I took these beats, I passed 'em to myself, I'm Kordell Stewart -Back on the corner, back on the block -The Quincy Jones of hip hop, it's my time like Warner -Since I shine like Shyne in '99 with hits -A lot of people talkin' real outta line with this -There's a war going on a few bitches wanna slaughter me -So in the New World, I'mma Order even more of me -So I can live forever like diamonds -Throw your diamonds up, cause almost dying ain't stop me from rhyming -I hate a deadbeat nigga that rely on his man -See he'll lie on his dick but won't lie on the stand -And go to every single barbershop and lie to the fans -So it's time for Kanye to put the Chi on again -I'm the 2003, Do Or D-I-E -They trying to say the best nigga is Twista, then me -It's all R.O.C., it's all family tree -I got that new G5 he got that new Hum-Vee -Incorporate Young Hov and that's The Blueprint 3 -And The Blueprint 2 is 3 mil right now -So cut all that, "I don't like Bonnie & Clyde" shit out -Listen - -[Bridge: John Legend + Sample] -Oooh hooo -I got nowhere to -Oooh hooo -I got nowhere to -Oooh hooo -I got nowhere to - -[Bridge: Kanye West] -Dawg, there's nowhere to hide -All I got is my pride -I almost died -I keep that 2Pac feeling alive -You have no idea how I'm feeling inside -It's the Roc throw your diamonds up in the sky -[Hook: John Legend] -Last night I dreamt of an angel (Oooh, an angel!) -I almost passed away oh yesterday but I'm blessed today -On top of the world I’m so thankful -It ain't no mystery, it's meant for me to make history - -[Chorus/Verse] -Time- -It's about time -It's about time -Finally [?] -Finally [?] -It's about time, about time -It's about time, about time -If you have a little girl with you -[?] - -[Intro: Etta James] -You make me smile with my heart, oh - -[Chorus: Kanye West & Etta James] -Why everything that's supposed to be bad make me feel so good? -Everything they told me not to is exactly what I would -Man, I tried to stop, man, I tried the best I could -But you make me smile - -[Verse 1: Kanye West & Etta James] -What's your addiction? Is it money? Is it girls? Is it weed? -I've been afflicted by not one, not two, but all three -She's got the same thing, about me, but more, about us -She's coming over, so I guess, that means, I'm her drugs -(You make me smile) -Just let me peek now, I mean, damn, I'm so curious -She's got a lover, so the lies, and the lust, is a rush -Time's of the essence, I need you to be spontaneous -Roll up the doja, Henny and Co-Co-Coca-Cola -(You make me smile with my heart, ohh) -Then I'm co-coming over 'cause it's ne-never over - -[Chorus: Kanye West & Etta James] -Why everything that's supposed to be bad make me feel so good? -Everything they told me not to is exactly what I would -Man, I tried to stop, man, I tried the best I could -But you make me smile - -[Verse 2: Kanye West & Etta James] -I see the emotion in your eyes, that you try not to show -We get the closest when you high, or you drunk, or you blown -So I pour the potion, so we could both get high, as we could go -Then I'll get the lotion, and do somethin' to me, when your thighs is exposed (You make me smile) -There's no turning back now, I mean I don't mean to impose -Not now but right now, I need you to undress, and then pose -I'm into that now, catch a vibe when the doors get closed -Roll up the doja, Henny and Co-Co-Coca Cola -(You make me smile with my heart) -And I keep co-coming over 'cause it's ne-never over - -[Chorus: Strings & Etta James] -Why everything that's supposed to be bad make me feel so good? -Everything they told me not to is exactly what I would -Man, I tried to stop, man, I tried the best I could -But you make me smile - -[Chorus: Kanye West & Etta James] -Why everything that's supposed to be bad make me feel so good? -Everything they told me not to is exactly what I would -Man, I tried to stop, man, I tried the best I could -But you make me smile - -[Outro: Kanye West & Etta James] -I just wanted to ask you -Just wanted to um, let me, how would I put this, uhh -Let's say, all your friends, remember the one -You said, if you ever, she would be the one -Okay, okay, okay (You make me smile with my heart) -Well, I was thinking, hypothetically -I mean, don't take this seriously -Don't take me, I mean, just, uhh, not credibly -I'm feeling incredibly, I mean, let's let it be -I just let it be -I mean you, her and me (You make me smile with my heart) -I mean you, her and me -Maybe, baby, baby -You know I was just kidding -Unless you gon' do it (You make me smile) - -[Verse 1] -Yeah, this shit is everything -Said he wanted diamonds in the wedding ring -[?] in my Hedi jeans -[?] with the [?] -I got [?] -Made whole lot of money though -I know when [?] -I got- -Baby, I know -I ain't [?] -[?] with the dice in my hand -Oh, oh - -[Chorus] -But I ain't drinking like I used to -And I hope that's enough -I hope that's enough -I hope that's enough -I ain't cheating like I used to -I hope that's enough -I hope that's enough -I hope that's enough - -[Verse 2] -No, baby I ain't [?] -[?] with blood on my hands -Hah, oh -Like I'm just tryna find a, like - -[Chorus] -And I ain't drinking like I used to -I hope that's enough -I hope that's enough -I hope that's enough -And I ain't chеating like I used to -I hope that's еnough -I hope that's enough -I hope that's enough -What have I got -What have I got to lose - -[Verse 3] -See, you asked me to walk into your likeness -But I ain't like this -I had to walk before the [?] -Or one nighters -I had to write a [?], till it's arthritis -I got the [?] now I'm Off-White -I start to think of all my raps, now I'm off writing -I had these niggas in the Chi, and they all violent -[?] for my niggas, then they all violent -And then these niggas [?] something, now they all silent -I had to [?], tell them "Don't try it" -I wouldn't [?] so far, I wouldn't fucking buy it -Knock that for a dollar, pop out on an island -[?], island in your honor -And then after me, no, it wasn't in the plan -Always [?] from my hand -My hand - -[Chorus] -And I ain't drinking like I used to -I hope that's enough -I hope that's enough -I hope that's enough -I- -I hope that's enough -I hope that's [?] -I hope that's enough -And I ain't cheating like I used to -I hope that's enough -I hope that's enough -I hope that's enough -What else- -What else want from me, huh? -What else you want from me, huh? - -[Verse 4] -Damn, I get better -I used to [?], [?] get better -I used to take the [?] to bed -That ain't cheating 'cause I only got head -[?], red -Uh, plus the fact was supposed to be wed, uh -Cold feet like the [?] -That's why I walk around with Tim' Boots -Walking 'round with the [?] -'Cause the girls got swimsuits -I got a [?] with the [?] suit -Uh, you know the evil that men do -[?] not in your plan -I got a lot to do, yeah -Got a lot of blood on my hands - -[Chorus] -But I ain't drinking like I used to -I hope that's enough -I hope that's enough -I hope that's enough -Fucking like I used to -I hope that's enough -Hope that's enough - -[Verse 5] -What you want from me, huh? -What, you come to me, huh? -They want the [?] for free, huh -Now I'm spazzing on a nigga, I'm just japping on a nigga, I- -But that's- that's exactly what you came to see, huh? -Yeezy, Yeezy, why you [?] -Easy, easy, I'm [?] blind in love -Live from location -Don't do shit, two years of probation -They wanna put me in that orange suit -Probably bringing an [?] just talking about orange [?], uh -Same box as orange juice -They put me in the same box as orange juice -I be riding with that Bronco -Sippin' on the [?] Benny Blanco -[?], don't wanna [?] -[?], don't wanna [?], oh - -[Lyrics from snippet] -The movement inside you (?) -(?) -Maybe I lose it -(?) -The thumb is soothing -(?) cool with -Thought the lust -On the mink -From the baker -One that made it -This one is amazing - -[Chorus] -Push the freestyle on a [?] -Boy, this ain't no freestyle, this a [?] -[?] you can tell me -I am LV, go and tell V -If you talkin- -Freestyle on a [?] -Boy, this ain't no freestyle, this a [?] -[?] You can tell me -I am LV, go and tell V - -[Verse 1] -If you talkin' about the cash you can smell me -[?] Ye, you feel me? (feel me) -You see, I cry for my daughters, see, I cry for my life -I don't cry for the brother, I die for my wife -Y'all [?] ridin' for the [?] -[?] -Who shot the store, boy? -You know -You know -And you ain't do nothin' about it -You know -You know -I had to tell to them boys this my city -I had to tell to them boys this my city -Cappin' -Home in Calabasas -Home in the Chi -Born in the- ayyy -Pop out with the [?] - -[Chorus] -Push the freestyle on a [?] -Boy, this ain't no freestyle, this a [?] -[?] you can tell me -I am LV, go and tell V -If you talkin'- -Freestyle on a [?] -Boy, this ain't no freestylе, this a [?] -[?] You can tell me -I am LV, go and tell V -If you- - -[Verse 2] -[?] You know an aliеn when you see one -[?] Hospitals in a- ayy - -[Chorus] -Push the freestyle on a [?] -Boy, this ain't no freestyle, this a [?] -[?] you can tell me -I am LV, go and tell V - -[Part I: Godzilla] - -[Intro: Ant Clemons] -There are no weapon there when I prosper -Give 'em my problems to open my proverbs -Give 'em the last laughs when I put God first -'Cause He loves me for me -Every lesson was for me -I need what He was worried -My whole [?] is ugly (Ooh) -I need everything He has for me - -[Part II: Alien] - -[Chorus: Kanye West & ???] -Alien (Yee), illegal as alien -Many times (Ooh), I needed some time off -I don't believe in time -I just believe in science -Hope you believe in mine -Ok let's lead tonight - -[Verse 1: Jaden Smith] -Ooh, alien, clientele -Autopilot went fly as hell (Yeah) -Space prison, no bell -Push the vision not a whole cell (Let's go) -Alien, Space X, young black sex -Man they hate that (Flex) -Foo' tryna get it in the back of the Maybach (Get it), ooh -Try and tell me that she don't do latex - -[Verse 2: 2 Chainz] -Marry done deed, I married the beat -I married the streets, so full of myself -Workin' so hard, the people think I got a twin -All I see is the tool in myself, uh -Packs in the living room -Know that I do it to death -Hung around niggas that used rob for a fetish -Sell crack to they daddies -Now I'm on top like a addict - -[Chorus: Kanye West, Dem Jointz & ???] -Alien, we about to fly out -Takin' off, you roll with somebody know I 'bout -Marathon, we at one, underpaid, overcome -Lebanon, we become, super numb, alien - -[Verse 3: Kid Cudi] -Alien, alien -Extraterrestrial, flying in -Been on my Space Ops -Watch out for shady cops -And I pimp for the fallen, no stolen, my car -And been here for a minute now -Learn from my destiny -And I'm hearin' you Lord -Oh, I'm hearin' you Lord, oh, I'm hearin' you Lord -I'm hearin' you Lord, oh, I'm hearin' you Lord -Alien, alien -Fall right through Hell and come back again -Fly right outta Hell in this whip we're in -Alien, alien - -[Verse 4: Kanye West] -Do it, do it, alien -Get back home, sign off, I just took time off -Fly up, a pyramid, it's on, serious -No bro, serious, I'm dead, serious - -[Verse 5: Quavo] -She wanna go to the sunken place told her to giddy up, ándale -(Giddy up, Sunken Place) -Put you in brand new fabrics, let you go drip on the runway (Woop, drip) -Demons they shake off my back when I walk into church on a Sunday (Help me, God!) -Niggas don't know how to act so that's why I bought a new AK -(It go-) - -[Verse 6: Pusha T] -Alien, uh, we about to fly out -Where we land? (Ooh) -Look just like a hideout -The alone, not alumn' -‘Minati, nobody need not assume -I can fly to the moon -Walk it back, too soon? - -[Outro: Kanye West & ???] -Feel it, feel it, feel it, feel it -This ain't our planet, that's why I kill it -Ozone, kill it, blood, spill it -Somethin' you deal with, somethin' you deal with -Alien, pyramid, fly off, take off -Break off, Kit-Kat, your own space, get that -In Waco, Texas, pull up (Rrr, rrr), Lexus -Don't stress it, don't test this -Young soldier, message -Alien - -[Intro: Ant Clemons] -Turned to a Mothra, bro, this that Godzilla -Turned to a monster, more like Othello -Phantom of the opera, it goes where it goes -My nightmares still haunt me (Dream) -When I sleep, they haunt me -When I sleep, they haunt me (Ooh) -And my nightmares, they haunt me (Ooh ooh) -But I won't let 'em get the best of me (Yeah) - -[Chorus: 070 Shake] -... -We just landed in America -... - - -[Verse 1: 070 Shake] -In America you feelin -In America we're all disease - - -[Verse 2: Kanye West] - -[Intro: Ant Clemons] -There are no weapon there when I prosper -Give 'em my problems to open my proverbs -Give 'em the last laughs when I put God first -'Cause He loves me for me -Every lesson was for me -I need what He was worried -More of him and less of me (Ooh) -I need everything He has for me - -[Chorus: Kanye West & ???] -Alien (Yee), illegal as alien -Many times (Ooh), I needed some time off -I don't believe in time -I just believe in science -Hope you believe in mine -Ok let's lead tonight - -[Verse 1: Jaden Smith] -Ooh, alien, clientele -Autopilot went fly as hell (Yeah) -Space prison, no bell -Push the vision not a whole cell (Let's go) -Alien, Space X, young black sex -Man they hate that (Flex) -Foo' tryna get it in the back of the Maybach (Get it), ooh -Try and tell me that she don't do latex - -[Verse 2: 2 Chainz] -Marry done deed, I married Embiid -I married the streets, so full of myself -Workin' so hard, the people think I got a twin -All I see is the tool in myself, uh -Packs in the living room -Know that I do it to death -Hung around niggas that used rob for a fetish -Sell crack to they daddies -Now I'm on top like a addict - -[Chorus: Kanye West, Dem Jointz & ???] -Alien, we about to fly out -Takin' off, you roll with somebody know I 'bout -Marathon, we at one, underpaid, overcome -Lebanon, we become,super numb, alien - -[Verse 3: Kid Cudi] -Alien, alien -Extraterrestrial, flying in -Been on my Space Ops -Watch out for shady cops -And I pimp for the fallen, no stolen, my car -And been here for a minute now -Learn from my destiny -And I'm hearin' you Lord -Oh, I'm hearin' you Lord, oh, I'm hearin' you Lord -I'm hearin' you Lord, oh, I'm hearin' you Lord -Alien, alien -Fall right through Hell and come back again -Fly right outta Hell in this whip we're in -Alien, alien - -[Verse 4: Kanye West] -Do it, do it, alien -Get back home, sign off, I just took time off -Fly up, a pyramid, it's on, serious -No bro, serious, I'm dead, serious - -[Verse 5: Quavo] -She wanna go to the sunken place told her to giddy up, ándale -(Giddy up, Sunken Place) -Put you in brand new fabrics, let you go drip on the runway (Woop, drip) -Demons they shake off my back when I walk into church on a Sunday (Help me, God!) -Niggas don't know how to act so that's why I bought a new AK -(It go-) - -[Verse 6: Pusha T] -Alien, uh, we about to fly out -Where we land? (Ooh) -Look just like a hideout -The alone, not alumn' -‘Minati, nobody need not assume -I can fly to the moon -Walk it back, too soon? - -[Outro: Kanye West] -Feel it, feel it, feel it, feel it -This ain't our planet, that's why I kill it -Ozone, kill it, blood, spill it -Somethin' you deal with, somethin' you deal with -Alien, pyramid, fly off, take off -Break off, Kit-Kat, you're all flex, a Kit-Kat -In Waco, Texas, pull up (Rrr, rrr), Lexus -Don't stress it, don't test this -Young soldier, message -Alien - -[Part I: Godzilla] - -[Chorus: Ant Clemons] -There are no weapon there when I prosper -Give 'em my problems to open my proverbs (Ooh) -Give 'em the last laughs when I put God first (Ooh) -'Cause He loves me for me (Ooh) -Every lesson was for me (Ooh) -I need what He has for me (Ooh) -My whole [?] is ugly (Ooh) -I need everything He has for me - -[Verse: Young Thug] -Sixteen years, I've been popping these pills (Ah) -This my anniversary right here, my chopper thirteen years (Ah) -I been puttin' water on my fingers, I'm a seal (Ah) -I been on the Forbes since 2012 (No cap) -I was just rockin' a brand new fox and it didn't come with a tail (Ah) -I was just tellin' my bitch that call me soft, I got bells (Okay) -I just been rockin' this Gucci, I had my Giuseppes and Yeezys where I live (Ah) -I got locked up and then I had to take the helicopter to LIV - -[Chorus: Ant Clemons] -There are no weapon there when I prosper -Give 'em my problems to open my proverbs -Give 'em the last laughs when I put God first -'Cause He loves me for me -Every lesson was for me -I need what He has for me -My whole [?] is ugly (Ooh) -I need everything He has for me - -[Part II: Alien] - -[Chorus: Kanye West & ???] -Alien (Yee), illegal as alien -Many times (Ooh), I needed some time off -I don't believe in time -I just believe in science -Hope you believe in mine -Ok let's lead tonight - -[Verse 1: Jaden Smith] -Ooh, alien, clientele -Autopilot went fly as hell (Yeah) -Space prison, no bell -Push the vision not a whole cell (Let's go) -Alien, Space X, young black flex -Man they hate that (Flex) -Foo' tryna get it in the back of the Maybach (Get it), ooh -Try and tell me that she don't do latex - -[Verse 2: 2 Chainz] -Marry done deed, I married Embiid -I married the streets, so full of myself -Workin' so hard, the people think I got a twin -All I see is the tool in myself, (Uh) -Packs in the living room -Know that I do it to death -Hung around niggas that used rob for a fetish -Sell crack to they daddies -Now I'm on top like a addict - -[Chorus: Kanye West, Dem Jointz & ???] -Alien, we about to fly out -Takin' off, you roll with somebody know I 'bout -Marathon, we at one, underpaid, overcome -Lebanon, we become, super numb, alien - -[Verse 3: Kid Cudi] -Alien, alien -Extraterrestrial, flying in -Been on my Space Ops -Watch out for shady cops -And I pimp for the fallen, no stolen, my car -And been here for a minute now -Learn from my destiny -And I'm hearin' you Lord -Oh, I'm hearin' you Lord, oh, I'm hearin' you Lord -I'm hearin' you Lord, oh, I'm hearin' you Lord -Alien, alien -Fall right through Hell and come back again -Fly right outta Hell in this whip we're in -Alien, alien - -[Verse 4: Kanye West] -Do it, do it, alien -Get back home, sign off, I just took time off -Fly up, a pyramid, it's on, serious -No bro, serious, I'm dead, serious - -[Verse 5: Quavo] -She wanna go to the sunken place told her to giddy up, ándale -(Giddy up, Sunken Place) -Put you in brand new fabrics, let you go drip on the runway (Woop, drip) -Demons they shake off my back when I walk into church on a Sunday (Help me, God!) -Niggas don't know how to act so that's why I bought a new AK -(It go-) - -[Verse 6: Pusha T, Offset] -(Alien) She a dime out the ghetto -New Patek, now she walk the high pedestal -Popped the Perc' down her throat like an edible -I don't hang with no broke they ineligible -Put her on a jet, then I put her on flex -Look at that ass it stupid, Tourette's -Do the whole dash, and I pray I don't wreck -Buy a bitch a ass she was sittin' on flats -Watchin' my back don't slap go attack -Hoppin' in the hatch, Richard Mille max -You wanna offer me a 'mil you can have the deal back -Sticks in the field kill pull your weave back -Pull her hair break her back like a kitkat -Give my dog a bone that's a whole hunnid' racks -Hit 'em with a sig in the stomach, six pack -Serve a nigga bags rob him that's a recap - -[Verse 7: 070 Shake] -It was a Friday like in the evening -I didn't know you could see me -I didn't lie for you to believe me -Said I'm a different being -We go to space -Look what i found [?] is a man -You get your turn -You have your fun -But you won't do it again -Why you fucking with a alien (yeah) -We just landed in America (yeah) -[?] With a alien (yeah) -We could fly in a spaceship - -[Verse 8: Pusha T] -Alien, uh, we about to fly out -Where we land? (Ooh) -Look just like a hideout -The alone, not alumn' -‘Minati, nobody need not assume -I can fly to the moon -Walk it back, too soon? - -[Outro: Kanye West] -Feel it, feel it, feel it, feel it -This ain't our planet, that's why I kill it -Ozone, kill it, blood, spill it -Somethin' you deal with, somethin' you deal with -Alien, pyramid, fly off, take off -Break off, Kit-Kat, you're all flex, a Kit-Kat -In Waco, Texas, pull up (Rrr, rrr), Lexus -Don't stress it, don't test this -Young soldier, message -(Alien, alien, alien, alien, alien) - -[Part I: Godzilla] - -[Intro: Ant Clemons] -Dear ones, we are looking to bring you enlightenment -To offer illumination in stormy skies -We are here as beings of light -Benevolent, invested in humanity and her evolution -Turned to a Mothra, bro, this that Godzilla -Turned to a monster, more like Othello -Phantom of the opera, it goes where it goes -My nightmares still haunt me -When I sleep, they haunt me -When I sleep, they haunt me -And my nightmares, they haunt me -But I won't let 'em get the best of me - -[Verse 1: Young Thug] -Sixteen years, I've been popping these pills (Ah) -This my anniversary right here, my chopper thirteen years -I been puttin' water on my fingers, I'm a seal -I been on the Forbes since 2012 (No cap) -I was just rockin' a brand new fox and it didn't come with a tail -I was just tellin' my bitch that call me soft, I got bells (Okay) -I just been rockin' this Gucci, I had my Giuseppes and Yeezys where I live -I got locked up and then I had to take the helicopter to LIV - -[Chorus: Ant Clemons] -My nightmares still haunt me (Dream) -When I sleep, they haunt me -When I sleep, they haunt me (Ooh) -And my nightmares, they haunt me (Ooh ooh) -But I won't let 'em get the best of me - -[Part II: Alien] - -[Chorus: Quavo] -I can dance with the devil, but I can't try to be God (Dance, nope) -Damn, that's kinda odd, let you try to be better (Odd, you) -Put these bitches on the pedestal (Bitch) -I'mma eat her like an edible (Eat it up) -They love him, they call him incredible (Incredible) -They say fuck him he fresh out the medical (Fresh out the) -Medical, Medical, Medical - -[Bridge: Kanye West] -Alien, magical, flyin', and all -Being, I got her signed on -Beam me up, I'm 'bout to sign off -Dumber now, need to take time off - -[Verse 2: Quavo] -She a bad bitch from out of town, she pop like this (Pop it, yeah) -Stop runnin' 'round town, sayin' fuck my bitch (Quit Cappin' Stop it) -Them young niggas runnin' down we run right in (Runnin' in, Runnin' in Runnin' in) -I'm not talking 'bout a man unless it's Ben (No, Benjamin Franklin, Racks) -She wanna go to the sunken place told her to giddy up, ándale -(Giddy up, Sunken Place!) -Put you in brand new fabrics, let you go drip on the runway (Woop, Drip) -Demons they shake off my back when I walk into church on a Sunday (Help me, God!) -Niggas don't know how to act so that's why I bought a new AK -(It go brrat, rah) -Chopper bullet gettin' off, everybody runnin' off (Hey, Go) -Bad bitches love my dog (bad) -Send 'em back they tell it all (Send 'em back, brrrrrrt, Hey) -Only taking one call (One call, brrrrt) -I'm not taking no calls - -[Chorus: Quavo] -I can dance with the devil, but I can't try to be God (Dance, nope) -Damn, that's kinda odd, let you try to be better (Odd, you) -Put these bitches on the pedestal (Bitch) -I'mma eat her like an edible (Eat it up) -They love him, they call him incredible (Incredible) -They say fuck him he fresh out the medical (Fresh out the) -Medical, Medical, Medical - -[Verse 3: Kanye West] -Alien, magical, flyin', and all -Being, I got her signed on -Beam me up, I'm 'bout to sign off -Dumber now, need to take time off -Dumber now, I don't believe the time -Should have gone, man, I believe they lyin' (Huh) -Sign, do you believe in science? -Bigger sign, bet they gon' bleed now -Aliens, double to sign off -Better time, 'bout to take time off -I don't believe in time, I just believe in science -Order a bleeding nine, tell her, "Don't leave tonight" -Alien, being 'bout to fly out -Took her out, order her something with eyes out -They was done, we the one, we just on -Louis thong, Lebanon, we become, what they done? -Duh-na-na, duh, feel it, feel it, feel it -This ain't our planet, that's why I kill it -Kill it, animals, kill it, ozone, kill it -Blood, spill it, somethin' you deal with -Alien, took the time off, I just took time off -Fly up, a pyramid, dunked on, Vesuvius -No bro, serious, I'm dead, serious - -[Verse 5: Kid Cudi] -Alien, alien -Extraterrestrial, flying in -Seen so much shot, they in love with him -I'm out the window, cut through the wind -Alien, alien -All about lovin' my team to win -Ain't no excuses, we runnin' in -Me and my future, we shall begin -Trippin' out on this LSD -Takin' the journey beyond the weed -I float around 'till we find the key -Couple girls, they my family -Here I am, here I am -Holdin' the bean since I was ten -Open your mouth for the stars and then -Hop on the board and we soarin' in -Nigga can never be tamed, I fall the hard -I weather the rain -I been on my Space Ops -Watch out for shady cops -And I pimp for the fallen, no stolen, my car -And been here for a minute now -Learn from my destiny -And I'm hearin you Lord -Oh, I'm hearin' you Lord, oh, I'm hearin' you Lord -I'm hearin' you Lord, oh, I'm hearin' you Lord -Alien, alien -Fall right through hell and come back again -Fly to Hell in this whip we're in -Alien, alien - -[Intro] -Dear ones, we are looking to bring you enlightenment -To offer illumination in stormy skies -We are here as beings of light -Benevolent, invested in humanity and her evolution - -[Intro: Ant Clemons & Jaden] -Turned to a Mothra, this that Godzilla (yeah) -Turned to a monster -Phantom of the opera, it goes where it goes (yeah) -My nightmares still haunt me (Dream) -When I sleep, they haunt me (yeah, ayy) -When I sleep, they haunt me (Ooh, ayo) -And my nightmares, they haunt me (Ooh ooh) -But I won't let 'em get the- (yuh, ayy, yuh) - -[Verse: Jaden] -Let's go, Ye! -Woo! -Uh, uh, uh, uh-huh, uh-huh -Yeah, yeah -Ayy, yeah -Woo! -Yeah, I had to hit Ye on a text sayin' "Why you put the MAGA hat back on, big bro?" (Let's go, Ye!) -Ayy, yuh -Uh, look (spin that shit, let's go) -Yuh (yuh), ayy -Oh, yuh, uh, uh, uh, yuh -Alien, clientеle -Autopilot, whip fly as hell (Damn!) -Space prison, no bail -Push a vision out thе whole cell (Let’s go!) -Alien, SpaceX -Young black flex, man, they hate that, ohh (Facts) -Tryna get it in the back of the Maybach, ohh (Get it) -Tryna tell me that she don’t do latex -Oh, me and Ye was ready to play ready playin' one 25 times -'Cause we know we stuck in the matrix, uh -Alien, pyramids -She put people that delirious -Man, I'm serious, no conspiricist -Yuh, yuh, yuh, yuh -We all just tryna survive (yuh) -If you stare the youth in our eyes -Man, we all afraid for our lives (our lives) -In a price, SpaceX way to the sky (the sky) -Diamonds are real, they never see my demise (demise) -But when I die, the sun will set in my eyes (let's go!) - -[Intro] -Turned to a Mothra, bro, this that Godzilla -Turned to a monster, more like Othello -Phantom of the opera, it goes where it goes -My nightmares still haunt me (Dream) -When I sleep, they haunt me -When I sleep, they haunt me (Ooh) -And my nightmares, they haunt me (Ooh ooh) -But I won't let 'em get the best of me (Yeah) - -[Verse 1] -Sixteen years, I've been popping these pills (Ah) -This my anniversary right here, my chopper thirteen years -I been puttin' water on my fingers, I'm a sеal -I been on the Forbes since 2012 (No cap) -I was just rockin' a brand nеw fox and it didn't come with a tail -I was just tellin' my bitch that call me soft, I got bells (Okay) -I just been rockin' this Gucci, I had my Giuseppes and Yeezys where I live -I got locked up and then I had to take the helicopter to LIV - -[Pre-Chorus] -My nightmares still haunt me (Dream) -When I sleep, they haunt me -When I sleep, they haunt me (Ooh) -And my nightmares, they haunt me (Ooh ooh) -But I won't let 'em get the best of me - -[Chorus] -I can dance with the devil, but I can't try to be God (Dance, Nope) -Damn that's kinda odd, Let you try to be better (Odd, You) -Put these bitches on the pedestal, (Bitch) -I'mma eat her like an edible (Eat it up) -They love him, they call him incredible (Incredible) -They say fuck him he fresh out the medical (Fresh out the) - -[Verse 2] -Alien, magical, flyin', and all -Being, I got her signed on -Beam me up, I'm 'bout to sign off -Dumber now, need to take time off - -[Verse 3] -She a bad bitch from out of town, she pop like this (Pop it, yeah) -Stop runnin' 'round town, sayin' fuck my bitch (Quit Cappin' Stop it) -Them young niggas runnin' down we run right in (Runnin' in, Runnin' in Runnin' in) -I'm not talking 'bout a man unless it's Ben (No, Benjamin Franklin, Racks) -She wanna go to the sunken place told her to giddy up, ándale -(Giddy up, Sunken Place!) -Put you in brand new fabrics, let you go drip on the runway (Woop, Drip) -Demons they shake off my back when I walk into church on a Sunday (Help me, God!) -Niggas don't know how to act so that's why I bought a new AK -(It go brrat, rah) -Chopper bullet gettin' off, everybody runnin' off (Hey, Go) -Bad bitches love my dog (bad) -Send 'em back they tell it all (Send 'em back, brrrrrrt, Hey) -Only taking one call (One call, brrrrt) -I'm not taking no calls - -[Chorus] -I can dance with the devil, but I can't try to be God (Dance, Nope) -Damn that's kinda odd, Let you try to be better (Odd, You) -Put these bitches on the pedestal, (Bitch) -I'mma eat her like an edible (Eat it up) -They love him, they call him incredible (Incredible) -They say fuck him he fresh out the medical (Fresh out the) - -[Verse 4] -Alien, magical, flyin', and all -Being, I got her signed on -Beam me up, I'm 'bout to sign off -Dumber now, need to take time off -Dumber now, I don't believe the time -Should have gone, man, I believe they lyin' (Get a mic, huh) -Sign, do you believe in science? -Bigger sign, bet they gon' bleed now -Aliens, double to sign off -Better time, 'bout to take time off -I don't believe in time, I just believe in science -Order a bleeding nine, tell her, "Don't leave tonight" -Alien, being 'bout to fly out -Took her out, order her something with eyes out -They was done, we the one, we just on -Louis thong, Lebanon, we become, what they done? -Duh-na-na, duh, feel it, feel it, feel it -This ain't our planet, that's why I kill it -Kill it, animals, kill it, ozone, kill it -Blood, spill it, somethin' you deal with -Alien, took the time off, I just took time off -Fly up, a pyramid, dunked on, Vesuvius -No bro, serious, I'm dead, serious - -[Verse 5] -Alien, alien -Extraterrestrial, flying in -Seen so much shot, they in love with him -I'm out the window, cut through the wind -Alien, alien -All about lovin' my team to win -Ain't no excuses, we runnin' in -Me and my future, we shall begin -Trippin' out on this LSD -Takin' the journey beyond the weed -I float around 'till we find the key -Couple girls, they my family -Here I am, here I am -Holdin' the bean since I was ten -Open your mouth for the stars and then -Hop on the board and we soarin' in -Nigga can never be tamed, I fall the hard -I weather the rain -I been on my Space Ops -Watch out for shady cops -And I pimp for the fallen, no stolen, my car -And been here for a minute now -Learn from my destiny -And I'm hearin you Lord -Oh, I'm hearin' you Lord, oh, I'm hearin' you Lord -I'm hearin' you Lord, oh, I'm hearin' you Lord -Alien, alien -Fall right through Hell and come back again -Fly to Hell in this whip we're in -Alien, alien - -[Intro: Ant Clemons] -Turned to a Mothra, this that Godzilla -Turned to a monster, more like Othello -Phantom of the opera, it goes where it goes -My nightmares still haunt me (Dream) -When I sleep, they haunt me -When I sleep, they haunt me (Ooh) -And my nightmares, they haunt me (Ooh ooh) -But I won't let 'em get the best of me (Yeah) -In the sunken- - -[Refrain: ???, Kanye West & Jaden Smith] -Alien (Yee) -Illegal as alien -Many times, I needed some time off -I don’t believе in time, I just believе in science -Hope you believe in mind, okay, let’s leave tonight (Uh, uh) - -[Verse 1: Jaden Smith] -Alien, clientele -Autopilot, whip fly as hell (Damn!) -Space prison, no bail -Push a vision out the whole cell (Let’s go!) -Alien, SpaceX -Young black flex, man, they hate that, ohh (Facts) -Tryna get it in the back of the Maybach, ohh (Get it) -Tryna tell me that she don’t do latex -Oh, me and Ye was ready to play ready playin' one 25 times -'Cause we know we stuck in the matrix, uh -Alien, pyramids -She put people that delirious -Man, I'm serious, no conspiricist -Yuh, yuh, yuh, yuh -We all just tryna survive (yuh) -If you stare the youth in our eyes -Man, we all afraid for our lives (our lives) -In a price, SpaceX way to the sky (the sky) -Diamonds are real, they never see my demise (demise) -But when I die, the sun will set in my eyes (let's go!) - -[Bridge: 2 Chainz] -Yeah -I wonder what was goin on ye -Boy, you know you hard -You forgot about hard -Chainz been talkin' bout -You forgot all about hard, heh -I go in - -[Verse 2: 2 Chainz] -[?] say I'm the winner -I be the host of night like Jimmy Kimmel -I am a gangsta turnt Briston man like Billy Campbell -Blow the flame just to re-candle -Have you met a angel that is a sinner? -I am a heavy weight, more than contender -Two-two girl with me and I'm in the middle -Tatooed my name all over percenta -Married indeed, I married the beat -I married the streets, I'm full of myself -If I need to drop, then I'll do it myself -Workin' so hard the people think I got a twin -Oh, I see the two of myself -Oh, blacks in the living room know that I do it 'til death -Never get the proper credit -Hug around niggas -They used to rock for a fetish -Used to sell crack to their daddies -Take they antennas off caddies -Now I’m on top like a attic -Now I’m on top like a alley -I got more stripes than Rally -I got more stripes than Bailey -I am the type to rally -I am the type, the type of bitch to addie -Not tonight they said it -Go check my average, I’m on a arrogant -I give her morning dick if she is relevant -I’m the magnificent, ain’t that imperative? -I’m in the whip, the same pill as my heritage -Don't fuck with scary bitches -Don't fuck with niggas that fuck with scary bitches -I got the bass, fuck snare -Niggas did this first that they scare niggas, yeah - -[Chorus: ??? & Kanye West] -Alien, we about to fly out -Takin’ off, you rollin’ with body no I doubt -Marathon, we are one, underpayed, overcome -Lebanon, paradigm, how we get super numb? - -[Verse 3: Kid Cudi] -Alien, alien -Extraterrestrial, flying in -Been on my Space Ops -Watch out for shady cops -And I pray for the fallen, no stolen, my car -And been here for a minute now -Learn from my destiny -And I'm hearin' you Lord -Oh, I'm hearin' you Lord, oh, I'm hearin' you Lord -I'm hearin' you Lord, oh, I'm hearin' you Lord -Alien, alien -Fall right through Hell and come back again -I’m ridin’ through Hell in this whip we're in -Alien, alien - -[Verse 4: Kanye West & ???] --dealt with -Alien, get back home, signed off -I just took time off -Fly up, pyramid, “It’s not serious” -No bro, serious, I'm dead serious - -[Verse 5: Quavo] -She wanna go to the sunken place told her to giddy up, ándale -(Giddy up, Sunken Place!) -Put you in brand new fabrics, let you go drip on the runway (Woop, Drip) -Demons they shake off my back when I walk into church on a Sunday (Help me, God!) -Niggas don't know how to act so that's why I bought a new AK -(It go-) - -[Verse 6: Pusha T] -Alien, uh, we about to fly out -Where we land? (Ooh) -Looks just like a hideout -The alone, not alone -‘Minati, nobody need, not assume -I can fly to the moon -Walk it back, too soon? - -[Chorus: Kanye West & Kid Cudi] -Alien, alien, we about to fly out -Takin’ off, you rollin’ with body no I doubt -Marathon, we are one, underpayed, overcome -Lebanon, paradigm, how we get super numb? - -[Refrain: Kanye West & Kid Cudi] -Alien, alien (Yee) -Illegal as [?] -Many times, I needed some time off -I don’t believe in time, I just believe in science -Hope we believe in mind, okay, let’s leave tonight (Alien, alien) - -[Intro: Ant Clemons] -Dear ones, we are looking to bring you enlightenment -To offer illumination in stormy skies -We are here as beings of light -Benevolent, invested in humanity and her evolution -Telling my brothers to stay calm, though -Turned to a Mothra, bro, this that Godzilla -Turned to a monster, more like Othello -Phantom of the opera, it goes where it goes -My nightmares still haunt me -When I sleep, they haunt me -When I sleep, they haunt me -And my nightmares, they haunt me -But I won't let 'em get the best of me - -[Chorus: Quavo] -I can dance with the devil, but I can't try to be God (Dance, nope) -Damn, that's kinda odd, let you try to be better (Odd, you) -Put these bitches on the pedestal (Bitch) -I'mma eat her like an edible (Eat it up) -They love him, they call him incredible (Incredible) -They say fuck him he fresh out the medical (Fresh out the) -Medical, Medical, Medical - -[Verse 1: Quavo] -She a bad bitch from out of town, she pop like this (Pop it, yeah) -Stop runnin' 'round town, sayin' you fucked my bitch (Quit cappin', stop it) -Them young niggas runnin' down, we run right in (Runnin' in, runnin' in, runnin' in) -I'm not talking 'bout a man unless it's Ben (No, Benjamin Franklin, racks) -She wanna go to the sunken place, told her to giddy up, ándale -(Giddy up, sunken place!) -Put you in brand new fabrics, let you go drip on the runway (Woop, drip) -Demons they shake off my back when I walk into church on a Sunday (Help me, God!) -Niggas don't know how to act, so that's why I bought a new AK -(It go brrat, rah) -Chopper bullet gettin' off, everybody runnin' off (Hey, go) -Bad bitches love my dog (Bad) -Send 'em back, they tell it all (Send 'em back, brrrrrrt, hey) -Only taking one call (One call, brrrrt) -I'm not taking no calls - -[Chorus: Quavo] -I can dance with the devil, but I can't try to be God (Dance, nope) -Damn, that's kinda odd, let you try to be better (Odd, you) -Put these bitches on the pedestal (Bitch) -I'mma eat her like an edible (Eat it up) -They love him, they call him incredible (Incredible) -They say fuck him, he fresh out the medical (Fresh out the) - -[Verse 2: Offset] -She a dime out the ghetto -New Patek, now she walk the high pedestal -Popped the Perc' down her throat like an edible -I don't hang with no broke, they ineligible -Put her on a jet, then I put her on flex -Look at that ass, it stupid, Tourette's -Do the whole dash and I pray I don't wreck -Buy a bitch an ass, she was sittin' on flats -Watchin' my back, don't slap, go attack -Hoppin' in the hatch, Richard Mille max -You wanna offer me a mil', you can have the deal back -Sticks in the field kill, pull your weave back -Pull her hair, break her back like a Kit Kat -Give my dog a bone, that's a whole hunnid' racks -Hit 'em with a sig in the stomach, six pack -Serve a nigga bags, rob him, that's a recap -Bitch, give me neck 'til you break your kneecaps - -[Open Verse] - -[Intro: Ant Clemons] -Telling my brothers to stay calm, though -Turned to a monster, won't let it go to a- -Phantom of the opera, it goes where it goes -My nightmares still haunt me (Dream) -When I sleep, they haunt me -When I sleep, they haunt me (Ooh) -And my nightmares, they haunt me (Ooh ooh) -But I won't let 'em get the best of me (Yeah) -In the sunken- - -[Chorus: Kanye West] -Alien, magical, flyin' one -Being, I got her signed on -Beam me up, I'm 'bout to sign off -Dumber now, need to take time off -Dumber now, I don't believe the time -Should have gone, man, I believe they lyin' (Get a mic, huh) -Sign, do you believe in signs? -Bigger sign, bet they gon' bleed now - -[Verse: Kanye West] -Aliens, double to sign off -Better time, 'bout to take time off -I don't believe in time, I just believe in signs -Order a bleeding nine, tell her, "Don't leave tonight" -Alien, being 'bout to fly out -Took her out, order her something with eyes out -They was done, we the one, we just on -Louis thong, Lebanon, we become, what they done? -Duh-na-na, duh, feel it, feel it, feel it -This ain't our planet, that's why I kill it -Kill it, animals, kill it, ozone, kill it -Blood, spill it, somethin' you deal with -Alien, took the time off, I just took time off -Fly up, a pyramid, dunked on, Vesuvius -No bro, serious, I'm dead serious -I'm dead serious, I'm dead serious -Alien, period, she on her period -She gonna come here yet, something, then we get -Closer, better yet, na-na, duh-na-na -Alien, takeoff, I took time off -I don't believe in time, I just believe in signs -I've just been feeling nine -We gon' just leave at nine -Christian calendar, some-some calendar -Airplane, challenge us, happened to Challenger -Said, "It blow up," Michael Moore said, "Know what? Ain't nobody die!" -Alex Jones said the same shit and fried, oh shit! -Alien, pyramid, fly off, take off -Break off, Kit Kat, take off, wake up -Make off, they go, say go, get makeov' -You let go in Waco, Texas -Pull up, err-err, 'Lexus -Flex this, bless this, genesis, precious -Message, message, bless it -Don't stress it, don't stress shit -Don't test it, don't test this -Don't touch this, man they Hammer time -On the dotted line, on the camera time -When it's out of line and they meant it right -Done it down to nine, on the dotted line -Want a better line and I'm feeling right -Kill the feeling, right, oh and I made it rhyme -'Cause I met a time and you're out of time -And you wear the line and he out of line -But he set it off, on the Adderall -When they got it all, set it off y'all - -[Outro: Kanye West] -Alien, takeoff, monster - -[Intro: Kanye West & Theophilus London] -All day, nigga -Dance, ayy, ayy-ayy-ayy - -[Chorus: Kanye West] -All day, nigga -How long you niggas ball (Ball)? All day, nigga -How much time you spent at the mall? All day, nigga -How many runners do you got on call? All day, nigga -Swish, swish, how long they keep you in court? All day, nigga -Take you to get this fly? All day, nigga -Tell your P.O. how-how long you been high? All day, nigga -You already know I’m straight from the Chi, all day, nigga -South, south, south side! All day, nigga - -[Verse 1: Kanye West] -This Ye, nigga -Shoppin' for the winter and it’s just May, nigga -Ball so hard, man, this shit cray, nigga -And you ain't gettin' money 'less you got eight figures -For that Jesus piece, man, I've been saved, nigga -Just talked to Farrakhan, that's sensei, nigga -Told him I've been on ten since the 10th grade, nigga -Got a middle finger longer than Dikembe, my nigga, uh -I don't let 'em play with me -I don't let 'em talk to me no kind of way -Uh, they better watch what they say to me -Niggas still gettin' popped on the day to day -Yeah, I still got the hundred with the small face, nigga -Might spend 50 racks on my off day, nigga -You a fake Denzel like the Allstate nigga -If you run into me, better have Allstate with yah -You a Rico Suave nigga -Ride 'round listen to Sade, nigga -If you ain't with us, you in our way, nigga -You an actor, you should be on Broadway, nigga -'Cause you do shit the broad way, nigga -Your bitch got a ass, but my broad way thicker -Late for the class, in the hallway, nigga -Yeah, the dropout at it as always, nigga, as always -All day, nigga - -[Refrain: Allan Kingdom] -I took a young sweet breath, and I reached into my Earth -Gave him what I had left -At that moment, I dispersed -At that moment, I dispersed - -[Chorus: Kanye West] -All day, nigga -How-h-how long you ball? All day, nigga -How much time you spent at the mall? All day, nigga -How long it take you to get this fly, fly? All day, nigga -Tell your P.O. how-how long you been high, high? All day, nigga -Pour some Hen' out for my niggas that died, all day, nigga -And I keep a bad bitch on the passenger side, all day, nigga -You already know I'm straight from the Chi, all day, nigga -South, south, south side! All day, nigga - -[Verse 2: Kanye West] -I could do this all day, boy (Woo), I'm finna turn this bitch out -They need that Ye in the streets, boy (Woo), there's been a mothafuckin' drought -Don't really matter what I make, boy (Woo), you know I still go wild -Like a light-skinned slave, boy (Woo), we in the mothafuckin' house -Right now, you lookin' real sus right now -I swear I've been on this flight like a month right now -Stupid niggas gettin' money, Forrest Gump right now -Shout-out to Jackie Chan, I need to stunt right now -They've been lookin' at the 'Gram, I've been lookin' at the Grammys -Like, huh, that's us right now (Right now) -24/7, 365 days, everybody gettin' paid (Go crazy) -Niggas lookin' at me like I'm worth both MJs -People saying, "Ye, Ye, take it easy" -Twenty Gs for the Yeezys off of eBay -Niggas do the most and they ain't done shit -Only way I can sum it up, sumbitch - -[Bridge: Theophilus London & Kanye West] -Hands up, hands up, hands up -Hands up, hands up, hands up -So won't you dance? Ayy, ayy-ayy-ayy -All day, nigga - -[Refrain: Allan Kingdom] -I took a young sweet breath, and I reached into my Earth -Gave him what I had left -At that moment, I dispersed -At that moment, I dispersed -[Break: Kanye West] -Get low, alright -Get low, alright -What up? Alright, alright -Stay low, alright -Stay low, alright -Stay low, alright -South, south, south side! All day, nigga -[Guitar Interlude: Paul McCartney] -Whistling - -[Outro: Paul McCartney] -Well, well, well, let me run (Let me run) -Let me run to see who came undone -You've been right in my face -Let me run 'til you're off my case -Woah-woah, woah-woah -Woah-woah, woah-woah -Woah-woah, woah-woah -Woah-woah, woah-woah - -[Produced by Velous, Kanye West, Diddy and Charlie Heat; Co-produced by Mike Dean, French Montana and Noah Goldstein; Additional production by Plain Pat, Travi$ Scott, Allen Ritter & Mario Winans] - -[Intro: Kanye West & (Theophilus London)] -All day, nigga -(Dance, ayy, ayy ayy ayy) - -[Chorus: Kanye West] -All day, nigga -How long you niggas ball? All day, nigga -How much time you spent at the mall? All day, nigga -How many runners do you got on call? All day, nigga (swish, swish) -How long they keep you in court? All day, nigga -Take you to get this fly? All day, nigga -Tell your P.O. how-how long you been high? All day, nigga -You already know I'm straight from the Chi, all day, nigga -South, south side! All day, nigga - -[Verse 1: Kanye West] -This Ye, nigga -Shoppin' for the winter and it's just May, nigga -Ball so hard, man, this shit cray, nigga -And you ain't gettin' money 'less you got eight figures -For that Jesus piece, man, I've been saved, nigga -Just talked to Farrakhan, that's sensei, nigga -Told him I've been on ten since the 10th grade, nigga -Got a middle finger longer than Dikembe, my nigga, uh -I don't let 'em play with me -I don't let 'em talk to me no kind of way -Uh, they better watch what they say to me -Niggas still gettin' popped on the day to day -Yeah, I still got the hundred with the small face, nigga -Might spend 50 racks on my off day, nigga -You a fake Denzel like the Allstate nigga -If you run into me, better have Allstate with yah -You a Rico Suave nigga -Ride 'round listen to Sade, nigga -If you ain't with us, you in our way, nigga -You an actor, you should be on Broadway, nigga -Cause you do shit the broad way, nigga -Your bitch got a ass, but my broad way thicker -Late for the class, in the hallway, nigga -Yeah, the dropout at it as always nigga, as always -All day, nigga - -[Refrain: Allan Kingdom] -I took a young sweet breath, and I reached into my Earth -Gave him what I had left -At that moment I dispersed -At that moment I dispersed - -[Chorus: Kanye West] -All day, nigga -How-h-how long you ball? All day, nigga -How much time you spent at the mall? All day, nigga -How long it take you to get this fly, fly? All day, nigga -Tell your P.O. how-how long you been high, high? All day, nigga -Pour some Hen out for my niggas that died, all day, nigga -And I keep a bad bitch on the passenger side, all day, nigga -And you already know that a nigga from the Chi, all day, nigga -South, south, south side, side! All day, nigga - -[Verse 2: Kanye West] -I could do this all day, boy -You know I wanna get down (yeah) -Like a light skinned slave, boy -We in the mothafuckin' house! (ayy) -Don't really matter what I make, boy -You know I still go wild -They need that Ye in the streets, boy -There's been a mothafuckin' drought -24/7, 365 days, everybody gettin' paid -People lookin' at me like I'm worth both MJs -Made the release date a police date -People sayin', "Ye, Ye, take it easy" -20 Gs for the Yeezys off of eBay -Niggas do the most and they ain't done shit -Only way I can sum it up, sumbitch - -[Bridge: Theophilius London & Kanye West] -So won't you dance? ayy, ayy ayy ayy -All day, nigga - -[Guitar Interlude: Paul McCartney] -Whistling - -[Interlude: Kanye West] -All day, nigga - -[Refrain: Allan Kingdom] -I took a young sweet breath, and I reached into my Earth -Gave him what I had left -At that moment I dispersed -At that moment I dispersed - -[Verse 3: 2 Chainz] -Hotter than a blowtorch -Bank account just had a growth spurt -If my partna' goes up, I can play whole court -All we used to do is eat cold cuts, yeah -All day, nigga -Used to sell yay out the hallway, nigga (hallway) -Gunshots rang in the broad day, nigga (broad day) -I like it when my shrimp is sautéed, nigga (sautéed) -All day, nigga -I said you can play this shit like all day, nigga (all day) -Playin' no games, no arcade, nigga -Been doin' this shit since a bald fade, nigga (nigga) -Nigga, dreadlock rasta -Got a lot of dimes in my goddang roster -Put Forgiattos on a red Lamborghini -Now that mothafucka lookin' like a goddang lobster (whooh) -All day, nigga -Smoke me a joint then them eyes red, nigga -Please don't make me fuckin' irate, nigga -If swag was a sport then I'd race niggas, vrrrrrm -Fuck it, I'll annihilate niggas -Came here to violate niggas -Violence, most valuable player -All these checks in the mail -I could check the mailbox all day, nigga - -[Outro: Kanye West] -Get low, alright -All day, nigga -Get low, alright -All day, nigga -Get low, alright -All day, nigga -Get low, alright -All day, nigga -South, south, south side, side! -All day, nigga - -[Intro: Theophilus London & Kanye West] -Nothing bout you -Nothing bout you -I wanna tell you -All day, nigga -Dance, ayy, ayy ayy ayy -All day, nigga - -[Chorus: Kanye West] -How long you niggas ball? All day, nigga -How much time you spent at the mall? All day, nigga -How many...do you got on call? All day, nigga -Swish, swish...they keep you in court? All day, nigga -Take you to get this fly? All day, nigga -Tell your P.O. how-how long you been high? All day, nigga -You already know I’m straight from the Chi, all day, nigga -South, south side! All day, nigga - -[Verse 1: Kanye West & Kendrick Lamar] -This Ye, nigga -Shoppin' for the winter and it’s just May, nigga -Ball so hard, man, this shit cray, nigga -And you ain't gettin' money 'less you got eight figures -Talkin' big face, nigga -Put yo' ass back of pocket like a switch blade, nigga, uh -I ain't tryna play, nigga -Got a middle finger longer than Dikembe, my nigga, uh -All day, nigga -'Ye in the building like a hallway, nigga -Still got the hundred with the small face, nigga -Might spend 50 racks on my off day, nigga -Might...naturally all day, nigga -If...have Allstate with you, uh -You a Rico Suave nigga -Ride 'round listen to Sade, nigga -Ride 'round something and it's all day, nigga -You an actor, you should be on Broadway, nigga -Cause you do shit the broad way, nigga -Your bitch got a ass, but my broad way thicker -...then booked it like the Barclays Center, uh - -[Interlude: sample & (Kanye West)] -Nothing bout you -Nothing bout you -I wanna tell you -(All day, nigga) - -[Refrain: Allan Kingdom] -I took a young sweet breath, and I reached into my Earth -Gave him what I had left -At that moment I dispersed -At that moment I dispersed -I took a young sweet breath, and I reached into my Earth -Gave him what I had left -At that moment I dispersed -At that moment I dispersed -[Verse 2: Kendrick Lamar] -All day hoe, my neck look sweeter than parfait hoe -Rap Derek Jeter in a red two-seater -I can throw this dick from far away hoe (swish it, swish it) -Ask me how long do it take to be the greatest -I'm a bar away hoe (swish it, swish it) -Damn Kanye never will it be safe -Bitch, I already know (swish it, swish it) -24/7, 365 days, everybody gettin' paid -Nigga lookin' at me like I'm worth both MJ's -Chitown, PJ all of BJ -Chitown, we play for the freebase -These days, don't believe what police say -DJ's and the B-boys run shit -Only way I can sum it up, sum' bitch - -[Interlude: Theophilus London & sample] -Nothing bout you -Nothing bout you -I wanna tell you -So won't you dance, ayy, ayy ayy ayy - -[Outro: Paul McCartney] -Little darling, let me run (let me run) -Until I find myself -In the morning sun -Give me freedom (give me freedom) -Give me space -I want to find myself -In that special place -Whooooa, whooooa -Whooooa, whooooa -Whooooa, whooooa -Whooooa, whooooa - -[Intro: Kanye West & Theophilus London] -All day (All day) -Dance, ayy, ayy-ayy-ayy-yeah - -[Chorus: Kanye West] -All day, all day -How long you niggas ball? All day, all day -How much time you spent in the mall? All day (All day) -How many whoop- do you got on call? All day (All day) -Ha- how long they keep you in court? All day, all day -Take you to get this fly? All day, all day -Tell your P.O. how-how long you been high? All day, all day -You already know that I’m straight from the Chi, all day, all day -South, south, south side! All day, all day - -[Verse 1: Kanye West & Theophilus London] -This Ye, nigga -Shoppin' for the winter and it’s just May- -Ball so hard, man, this shit cray, nigga -And you ain't gettin' money 'less you got eight figures -For that Jesus piece, man, I've been saved, nigga -Just talked to Farrakhan, that's sensei -Told him I've been on ten since the 10th grade- -Got a middle finger longer than Dikembe, my nigga, uh -I don't let 'em play with me -I don't let 'еm talk to me no kind of way -Uh, they bettеr watch what you say to me -People still gettin' popped on the day to day -Yo, I still got the hundred with the small face, nigga -Might spend 50 racks on my off day, ni- -You a fake Denzel like the Allstate nigga -If you run into me, better have Allstate with yah, uh -You a Rico Suave (Suave) -Drive 'round listen to Sade (Sade) -If you ain't with us, you in our way (Nah way) -You an actor, you should be on Broadway (Broadway) -'Cause you do shit the broad way -Your girl got a ahh, but my broad way thicker -Late for the class, in the hallway, nigga -Yeah, the dropout at it as always, nigga, as always -Yeah -Yeah-yeah-yeah, yeah -Ay, all day, all day - -[Refrain: Allan Kingdom & Kanye West] -I took a young sweet breath, and I reached into my Earth -Gave him what I had left -At that moment, I dispersed, all day -At that moment, I dispersed - -[Chorus: Kanye West] -All day, all day -How long y'all playas ball? All day, all day -How much time y'all spent in the mall? All day, all day -How- it take you to get this fly? All day, all day -Tell your P.O. how-how long you been high? All day, all day -Pour some Hen' out for my niggas that died, all day, all day -And I keep a bad chick on the passenger side, all day, all day -And you already know that I'm straight from the Chi, all day, all day -South, south, south side! All day, all day - -[Verse 2: Kanye West] -I could do this all day, boy (Woo), I'm 'bout to turn this bitch out -They need that Ye in the streets, boy (Woo), there ever really been a drought (Woo) -Don't really matter what I make, boy (Woo), you know I still go wild -Like a light-skinned slave, boy, we in the mothafuckin' house -Right now, you lookin' real sus right now -I swear, I've been on this flight like a month right now -Stupid niggas gettin' paid, Forrest Gump right now -Shout-out to Jackie Chan, I need to stunt right now -Y'all been lookin' at the 'Gram, I've been lookin' at the Grammys -Like, huh, that's us right now -24/7, 365 days, everybody gettin' paid (Go crazy) -People lookin' at me like I'm worth both MJs -Screamin', "Ye, Ye, take it easy" -Twenty Gs for the Yeezys off of eBay -People do the most and they ain't done shit -Only way we can sum it up, sumbitch - -[Bridge: Kanye West & Theophilus London] -Hands up, hands up (Hands up) -So won't you dance? Ayy, ayy-ayy-ayy -Ha-, Hands up (All day) - -[Refrain: Allan Kingdom] -I took a young sweet breath, and I reached into my Earth -Gave him what I had left -At that moment, I dispersed -At that moment, I dispersed - -[Outro: Kanye West & Theophilus London] -Ay -Get low, get low, get low, alright, alright -Get low, get low, get low, get low, alright -Get low, get low, get low, alright, alright -Get low, get low, get low, woo, alright -Stay low, stay low, alright, yeah, alright -Stay low, alright, ay-yeah, alright -Stay low, alright ay, alright -Yo, Skepta, thank you, yeah-yeah-yeah, ay-yeah -All day, all day - -[Intro: Kanye West & Ant Clemons] -All dreams real, all dreams real -My boy text me, he told me, "Dream big" -Like the cars that we own now, 'member we used to lease it -Now we undefeated, look at what the team did - -[Chorus: Ant Clemons] -All dreams are real -All dreams, real (Real) -All dreams, real -All dreams, real, real - -[Verse 1: Ant Clemons] -Spirit of Coltrane with us -Old slang, you know the old sayin' -Ho's saying, "He sold out," out the stores, mane -I like soul beats and pj's, I'm so plain -Opps crowded around my house like I was Houssein -Came and grabbed me out my house like I was insane -Doc sayin', "There's somethin' wrong with his membrane" -I've been sufferin' from lack of sleep, bitch, I been drained -Gotta high type of tolerance for that type of pain -Pour some, I wan' go numb 'till it's okay -Here we go, I'm off the drink and now we in things -We was lowkey, heard you wanted to avenge things -We approached, we ain't gon' make it 'till the endgame -Guess that's just what he got to do to get the rent paid -I ain't gon' hate on no man to get a bill paid -Bills ain't the real pain, the real pain is real pain -Your self-hate, self-doubtin', fake love -But - -[Chorus: Ant Clemons & Kanye West] -All dreams, real (Real) -Accept no invitations, babe -All dreams, real (Real) - -[Verse 2: Kanye West] -“Yeah, 'Ye cold -But that Trump hat forced me to feel like I like J. Cole.” Damn -My own city turned they back on me -They thought I told Push about Drake's son, goddamn -Like I ain't want them to run, goddamn -I guess they fall and they dumb, goddamn -I don't care about his son, goddamn -I just rap about me, goddamn -Niggas can't resist publicity for free, goddamn -Always wantin' somethin' like it isn't me, goddamn -Everytime, I rap it, this ain't charity, goddamn -Energy that never die, energy that stay alive -Energy, the synastry I'm finna see a synesthesia -I could see ya, color feel ya -Bona feature, extra features -I'm allegiant, all the deats, all the features -And the teachers and the preachers -They could reach us on the feature -All the leaches, all my features -I was just in the bleachers -Jump the bleachers, I'm a thesis -That's my thesis, Holy Jesus -Um - -[Chorus: Kanye West] -All dreams, real (Real) -All dreams, real (Real) - -[Outro: Kanye West] -"Gotta let 'Ye be 'Ye" -Let me? Psh-psh-nigga? - -[Chorus] -It's real, all dreams real - -[Verse] -My boy text me, he told me "Dream big" -Like the things that we not accomplished used to seem big -Had the phone to seem big -Look at what the team did - -[Chorus] -All dreams real -All dreams real (Real) -All dreams real, real - -[Verse 1: Kanye West] -Spirit of Coltrane -And the old slang -You know the old sayin' -Hoes saying, the full sayin', like a [?] sayin -I like [?] bolted out like I was Jose -They just crowded around my house like I was Houssein -They just dragged me out my house like I was insane -They just locked me up in some [?] and I was in pain -I've been sufferin' with no sleep, nigga, I been drained -Got something they never sane on your membrane -Pour some, I gotta get down til we in things -Just stomping all the ways, getting in things -Pour some, I had it now I'm [?] lane -Won't [?] on any something on the [?] -No stomping on it just to get the rent paid -And that's the only [?] where we been, hey -[?] -And I say - -[Chorus] -All dreams real (Real) -(Accept no limitations, baby) -All dreams real (Real) - -[Verse 2: Kanye West] -Yeah, 'Ye cold -But that Trump hat forced me to feel like I like J. Cole, damn -My own city turned they back on me -They thought I told Push about Drake's son, goddamn -Like I ain't want them to run, goddamn -I guess they fall and they dumb, goddamn -I don't care about his son, goddamn -I just rap about me, goddamn -Niggas can't resist publicity for free, goddamn -Always wantin' somethin' like it isn't me, goddamn -Everytime, I rap it, this ain't charity, goddamn -Energy that never die, energy that stay alive -Energy, the synastry I'm finna see a synesthesia -I could see ya, color feel ya -Bona feature, extra features -I'm allegiant, all the deats, all the features -And the teachers and the preachers -They could reach us on the feature -All the leaches, all my features -I was just in the bleachers -Jump the bleachers, I'm a thesis -That's my thesis, Holy Jesus -Um - -[Chorus] -All dreams real (Real) -All dreams real, real, real - -[Outro] -"Gotta let 'Ye be 'Ye" -Let me? Sh-, shit, nigga - -[Intro] -Yo - -[Refrain] -They try to say Kanye West -Was out here wildin' like, uh, Delonte West -But these new verses sounding like André’s best -But he couldn't ever quite seem to get quite André fresh -Three stacks, stacks on my known thumb when you be back -I don't need something, need the feedback -Let’s follow up, let's follow up -Got something, call some', call 'em up -Got something, something, call 'em up -And I call something, ball 'em up -All the way to Baltimore, all the [?] -And they in the auto mall, whole summer long -And you stay like a Audemar -Sun Tzu, it's the art of war -Head's down, it’s a war, what they calling for then, huh? - -[Freestyle] -No stones, what you balling for then, huh? -Stone, stone what you running for then, huh? -This here what they really want, then, huh? -Someone wanna way I get it, uh, uh, nah, nah -Nah, nigga, nah, fuck that, nah, nah, nah, nah, nah -Nah, nigga, nigga, what’s that? -[?] club back, nigga, cut back -Ohh, is that what it looked at? -Like your made them when you on your way to work -And the boss said, "Uh, we makin' cut backs" -Nigga, bust that, nah, hit club like where the sluts at? -Uhh, hit the club holdin’ my nutsack, ugh -Yeah, kinda want it, hit it, but I couldn't nut that -Talk about it, [?] tryna get a nut at -[?] I dunno how he cut that, that cut back -Hold on now, [?] when I told you, hey -Front line [?], I wouldn't wanna be a soldier -Pray hard, stay hard, way hard -Eight times in a row, pace times in a boat -Pay fine in the low, pay fives to the dough -Lost, lawsuit city, baby, egh -All coupe me, baby, I'm Frank Nitti, baby -Man, Wayne with me, baby, uh -Said he ain’t with me, baby, uh -Runnin' from my [?], what do you expect though? -[?] Hector, [?] lettin' that go for the respect though -Nah, nah, nigga, ain't tryna play that -Said it would, where 'Ye at? Sendin' [?] with the 'ye back -Sellin' on the day [?], stomp on it, then he did it way back -And I ain't never, no, never, never change that -Got it where the [?] at, got it with the [?] at -I got it [?] with your name at, we the one who laid that -He ain't really mean that, [?] where your team at? -Got 'em where you [?] at, nigga, I seen that -[?] where the [?] at? -Came back stuntin', pullin' dirt like a fiend at -[?], I -[?] like ninas, why? -That's why, that's right, that's right, ayy -That's right, that's right, that's right -That's right, nigga, that's right, uh, that's right -That ain't no, just like, uh, just like, that, that's right -Stop it, uh, stop it, I might cop it -Put it, did it, I might did it -Did it, shit it, I might hit it -Send it, done it, if you with it -Throwin' back [?], huh -Send it, puttin' centrefold, they ain't said nothin' -Ain't better my name, fuckin' on a bitch -They ain't have a bellybutton, put it in her bellybutton -You know where they at now, somebody, uh -Man, you picture this, when you look at sports in [?] -You got this, just, you would reminisce -This bitch, this bitch, this bitch, this bitch -Ain't lyin' on my dick, [?] -[?] on some other shit, uh -Supernova shit, four-leaf clover shit -I don't believe in luck, I'm blessed -I know [?] up, I'm [?] -Freestyle goin' too long, I don't feel like listenin' to it back -Freestyle goin' too long, I don't feel like listenin' to it back -Take this shit right to another track -[?] where you feelin' at? -Same place that your baby-mother at -Same whip that your baby-mother got -I'm on [?] with another rack -[?] had another plaque, fuck it all though -(Stop it) - -[Instrumental Break] - -[Refrain] -They try to say Kanye West -Was out here wildin' like, uh, Delonte West -But these new verses sounding like Andre's best -But he couldn't ever quite seem to get quite Andre fresh -Three stacks, stacks on my known thumb when you be back -I don't need something, need the feedback -Let's follow up, let's follow up -Got something, call some', call 'em up -Got something, something, call 'em up -And I call something, ball 'em up -All the way to Baltimore, all the [?] -And they in the auto mall, whole summer long -And you stay like a Audemar -Head's down, it's the art of war -Head's down, it's a war, what they calling for then, huh? - -[Chorus: Syleena Johnson & Kanye West] -Oh, when it all, it all falls down -Yeah, this the real one, baby -I'm tellin' you all, it all falls down -Uh, Chi-Town, stand up! -Oh, when it all, it all falls down -Southside, Southside -We gon' set this party off right -I'm tellin' you all, it all falls down -Westside, Westside -We gon' set this party off right -Oh, when it all - -[Verse 1: Kanye West] -Man, I promise, she's so self-conscious -She has no idea what she doin' in college -That major that she majored in don't make no money -But she won't drop out, her parents'll look at her funny -Now, tell me that ain't insecurr -The concept of school seems so securr -Sophomore, three yurrs, ain't picked a carurr -She like, "Fuck it, I'll just stay down hurr and do hair" -'Cause that's enough money to buy her a few pairs -Of new Airs, 'cause her baby daddy don't really care -She's so precious with the peer pressure -Couldn't afford a car, so she named her daughter Alexis -She had hair so long that it looked like weave -Then she cut it all off, now she look like Eve -And she be dealin' with some issues that you can't believe -Single black female addicted to retail, and well - -[Chorus: Syleena Johnson & Kanye West] -Oh, when it all, it all falls down -And when it falls down, who you gon' call now? -I'm tellin' you all, it all falls down -C'mon, c'mon, and when it all falls down -Oh, when it all - -[Verse 2: Kanye West] -Man, I promise, I'm so self-conscious -That's why you always see me with at least one of my watches -Rollies and Pashas done drove me crazy -I can't even pronounce nothing, pass that Ver-say-see! -Then I spent four hundred bucks on this -Just to be like, "Nigga, you ain't up on this" -And I can't even go to the grocery store -Without some 1s that's clean and a shirt with a team -It seem we livin' the American Dream -But the people highest up got the lowest self-esteem -The prettiest people do the ugliest things -For the road to riches and diamond rings -We shine because they hate us, floss 'cause they degrade us -We tryna buy back our 40 acres -And for that paper, look how low we'll stoop -Even if you in a Benz, you still a nigga in a coupe -[Chorus: Syleena Johnson & Kanye West] -Oh, when it all, it all falls down -Come on, come on -I'm tellin' you all, it all falls down -And when it falls down, who you gon' call now? -Oh, when it all, it all falls down -Come on, come on -I'm tellin' you all, it all falls down -And when it all falls down - -[Verse 3: Kanye West] -I say, "Fuck the police," that's how I treat 'em -We buy our way out of jail, but we can't buy freedom -We'll buy a lot of clothes, but we don't really need 'em -Things we buy to cover up what's inside -'Cause they made us hate ourself and love they wealth -That's why shorty's hollerin', "Where the ballers at?" -Drug dealer buy Jordan, crackhead buy crack -And the white man get paid off of all of that -But I ain't even gon' act holier than thou' -'Cause fuck it, I went to Jacob with 25 thou' -Before I had a house and I'd do it again -‘Cause I wanna be on 106 & Park, pushin' a Benz -I want to act ballerific like it's all terrific -I got a couple past-due bills, I won't get specific -I got a problem with spendin' before I get it -We all self-conscious, I'm just the first to admit it -[Chorus: Syleena Johnson & Kanye West] -Oh, when it all, it all falls down -C'mon, c'mon -And when it falls down, who you gon' call now? -I'm tellin' you all, it all falls down -C'mon, c'mon, and when it falls down -Oh, when it all, it all falls down -Southside, Southside -We gon' set this party off right -I'm tellin' you all, it all falls down -Westside, Westside -We gon' set this party off right -Oh, when it all, it all falls down -Chi-Town, Chi-Town -We gon' show 'em how we get down -I'm tellin' you all, it all falls down -Now, Syleena, you just like a safe belt, you saved my life -C'mon -Oh, when it all, it all falls down -I'm tellin' you all, it all falls down - -[Outro: DeRay] -*Applause* -I can't keep workin' like this -This grave shifts is like a slave ship - -[Produced by Kanye West] - -Oh, when it all (yeah) -It all falls down (this the real one, baby) -I'm tellin' you all (uh) -It all falls down (Chi-Town, stand up) -Oh, when it all (Southside, Southside) -It all falls down (we gon' set this party off right) -I'm tellin' you all (Westside, Westside) -It all falls down, oh, when it all (we gon' set this party off right) - -Man, I promise, she's so self-conscious -She has no idea what she doin' in college -That major that she majored in don't make no money -But she won't drop out, her parents'll look at her funny -Now, tell me that ain't insecurr -The concept of school seems so securr -Sophomore, three yurrs, ain't pickеd a carurr -She like, "Fuck it, I'll just stay down hurr and do hair" -'Cause that's еnough money to buy her a few pairs -Of new Airs, 'cause her baby daddy don't really care -She's so precious with the peer pressure -Couldn't afford a car, so she named her daughter Alexis -She had hair so long that it looked like weave -Then she cut it all off, now she look like Eve -And she be dealin' with some issues that you can't believe -Single black female addicted to retail, and well - -Oh, when it all, it all falls down (uh) -And when it falls down, who you gon' call now? -I'm tellin' you all (c'mon, c'mon) -It all falls down -And when it falls down, oh, when it all (and when it all falls down) - -Man, I promise, I'm so self-conscious -That's why you always see me with at least one of my watches -Rollies and Pashas done drove me crazy -I can't even pronounce nothin', pass that Ver-say-see -Then I spent four hundred bucks on this -Just to be like, "Nigga, you ain't up on this" -And I can't even go to the grocery store -Without some Ones that's clean and a shirt with a team -It seem we livin' the American Dream -But the people highest up got the lowest self-esteem -The prettiest people do the ugliest things -For the road to riches and diamond rings -We shine because they hate us, floss 'cause they degrade us -We tryna buy back our 40 acres -And for that paper, look how low we'll stoop -Even if you in a Benz, you still a nigga in a coupe - -Oh, when it all (c'mon, c'mon) -It all falls down (and when it falls down, who you gon' call now?) -I'm tellin' you all (come on, come on) -It all falls down, oh, when it all (and when it all falls down) - -I say, "Fuck the police, " that's how I treat 'em -We buy our way out of jail, but we can't buy freedom -We'll buy a lot of clothes, but we don't really need 'em -Things we buy to cover up what's inside -'Cause they made us hate ourself and love they wealth -That's why shorty's hollerin', "Where the ballers at?" -Drug dealer buy Jordan, crackhead buy crack -And the white man get paid off of all of that -But I ain't even gon' act holier than thou -'Cause fuck it, I went to Jacob with twenty-five thou -Before I had a house and I'd do it again -'Cause I wanna be on 106 & Park, pushin' a Benz -I want to act ballerific like it's all terrific -I got a couple past-due bills, I won't get specific -I got a problem with spendin' before I get it -We all self-conscious, I'm just the first to admit it - -Oh, when it all (yeah, c'mon, c'mon) -It all falls down (and when it falls down, who you gon' call now?) -I'm tellin' you all (c'mon, c'mon) -It all falls down (and when it falls down) -Oh, when it all (Southside, Southside) -It all falls down (we gon' set this party off right) -I'm tellin' you all (Westside, Westside) -It all falls down (we gon' set this party off right) -Oh, when it all (Chi-Town, Chi-Town) -It all falls down (We gon' show 'em how we get down) -I'm tellin' you all (Now, Syleena, you just like a safe belt) -It all falls down (you saved my life, c'mon) -Oh, when it all, it all falls down -I'm tellin' you all, it all falls down - -I's can't keep workin' like this -This grave shift is like a slave ship - -[Chorus: Syleena Johnson & Kanye West] -Oh, when it all, it all falls down -Yeah, this the real one, baby -I'm tellin' you all, it all falls down -London, stand up! -Oh, when it all, it all falls down -Southside -We gon' set this party off right -We set this party off right or what? -I'm tellin' you all, it all falls down -Okay, that's it - -[Verse 1: Kanye West] -Man, I promise, she's so self-conscious -She has no idea what she doin' in college -That major that she majored in don't make no money -But she won't drop out, her parents'll look at her funny -Now, tell me that ain't insecurr -The concept of school seems so securr -Sophomore, three yurrs, ain't picked a carurr -She like, "I'll just stay down hurr and do hair" -That's enough money to buy her a few pairs -Of new Airs, her baby daddy don't really care -She's so precious with the peer pressure -Couldn't afford a car, so she named her daughter Alexis -Had hair so long that it looked like weave -She cut it all off, now she look like Eve -She dealin' with some issues that you can't believe -Single black female addicted to retail, and well -[Chorus: Syleena Johnson & Kanye West] -Oh, when it all, it all falls down -Everybody say, "All falls down" -And when it falls down, who you gon' call now? -I'm tellin' you all, it all falls down -Let me hear you sing -And when it falls down -Oh, when it all - -[Verse 2: Kanye West] -Man, I promise, I'm so self-conscious -That's why you always see me with at least one of my watches -Rollie's and Pasha's done drove me crazy -I can't even pronounce nothin', pass that Ver-say-see! -Then I spent four hundred bucks on this (For real) -Just to be like, "Nigga, you ain't up on this" -And I can't even go to the grocery store -Without some Ones that's clean, a shirt with a team -It seem we livin' the American Dream -But the people highest up got the lowest self-esteem -The prettiest people do the ugliest things -For the road to riches and diamond rings -We shine because they hate us, floss 'cause they degrade us -We tryna buy back our forty acres -And for that paper, look how low we'll stoop -Even if you in a Benz, you still a nigga in a coupe -[Chorus: Syleena Johnson & Kanye West] -Oh, when it all, it all falls down -Come on, everybody say, "All falls down" -And when it falls down, who you gon' call now? -I'm tellin' you all, it all falls down -I can't hear you! -And when it all falls down -Oh, when it all - -[Verse 3: Kanye West] -I say, "–– the police," that's how I treat 'em -We buy our way out of jail, but we can't buy freedom -We'll buy a lot of clothes, but we don't really need 'em -Things we buy to cover up what's inside -'Cause they made us hate ourself and love they wealth -That's why shorty's hollerin', "Where the ballers at?" -Drug dealer buy Jordan, crackhead buy crack -And George Bush get paid off of all of that -But I ain't even gon' act holier than thou -Fuck it, I went to Jacob with 25 thou -Before I had a house and I'd do it again -I wanna be on 106 & Park, pushin' a Benz -I want to act ballerific like it's all terrific -I got a couple past-due bills, I won't get specific -I got a problem with spendin' before I get it -We all self-conscious, I'm just the first to admit it -[Chorus: Syleena Johnson & Kanye West] -Oh, when it all, it all falls down -Yeah, now everybody say -And when it falls down, who you gon' call now? -I'm tellin' you all, it all falls down -Now let me hear you say -And when it all falls down -Oh, when it all, it all falls down -Let's go, let's go, lemme hear you say -One more time, one more time -I'm tellin' you all, it all falls down -From the front to the back, say -And when it all falls down - -[Chorus: Syleena Johnson & Kanye West] -Oh, when it all, it all falls down -Yeah, this the real one, baby -I'm tellin' you all, it all falls down -Uh, Chi-Town, stand up! -Oh, when it all, it all falls down -Southside, Southside -We gon' set this party off right -I'm tellin' you all, it all falls down -Westside, Westside -We gon' set this party off right -Oh, when it all - -[Verse 1: Kanye West] -Man, I promise, she's so self-conscious -She has no idea what she doin' in college -That major that she majored in don't make no money -But she won't drop out, her parents'll look at her funny -Now, tell me that ain't insecurr -The concept of school seems so securr -Sophomore, three yurrs, ain't picked a carurr -She like, "Fuck it, I'll just stay down hurr and do hair." -‘Cause that's enough money to buy her a few pairs -Of new Airs, ‘cause her baby daddy don't really care -She's so precious with the peer pressure -Couldn't afford a car, so she named her daughter Alexis -She had hair so long that it looked like weave -Then she cut it all off, now she look like Eve -And she be dealin' with some issues that you can't believe -Single black female addicted to retailers, and well - -[Chorus: Syleena Johnson & Kanye West] -Oh, when it all, it all falls down -And when it falls down, who you gon' call now? -I'm tellin' you all, it all falls down -C'mon, c'mon, and when it falls down -Oh, when it all - -[Verse 2: Kanye West] -Man, I promise, I'm so self-conscious -That's why you always see me with at least one of my watches -Rollie's and Pasha's done drove me crazy -I can't even pronounce nothin', pass that Ver-say-see! -Then I spent four hundred bucks on this -Just to be like, "Nigga, you ain't up on this." -And I can't even go to the grocery store -Without some Ones that's clean and a shirt with a team -It seem we livin' the American Dream -But the people highest up got the lowest self-esteem -The prettiest people do the ugliest things -For the road to riches and diamond rings -We shine because they hate us, floss 'cause they degrade us -We tryna buy back our 40 acres -And for that paper, look how low we'll stoop -Even if you in a Benz, you still a nigga in a coupe - -[Chorus: Syleena Johnson & Kanye West] -Oh, when it all, it all falls down -Come on, come on -I'm tellin' you all, it all falls down -And when it falls down, who you gon' call now? -Oh, when it all, it all falls down -Come on, come on -I'm tellin' you all, it all falls down -And when it all falls down - -[Verse 3: Kanye West] -I say, "Fuck the police," that's how I treat 'em -We buy our way out of jail, but we can't buy freedom -We'll buy a lot of clothes, but we don't really need 'em -Things we buy to cover up what's inside -'Cause they made us hate ourself and love they wealth -That's why shorty's hollerin', "Where the ballers at?" -Drug dealer buy Jordan, crackhead buy crack -And the white man get paid off of all of that -But I ain't even gon' act holier than thou -'Cause fuck it, I went to Jacob with 25 thou -Before I had a house and I'd do it again -‘Cause I wanna be on 106 & Park, pushin' a Benz -I want to act ballerific like it's all terrific -I got a couple past-due bills, I won't get specific -I got a problem with spendin' before I get it -We all self-conscious, I'm just the first to admit it - -[Chorus: Syleena Johnson & Kanye West] -Oh, when it all, it all falls down -C'mon, c'mon -And when it falls down, who you gon' call now? -I'm tellin' you all, it all falls down -C'mon c'mon, and when it falls down -Oh, when it all, it all falls down -Southside, Southside -We gon' set this party off right -I'm tellin' you all, it all falls down -Westside, Westside -We gon' set this party off right -Oh when it all, it all falls down -Chi-Town, Chi-Town -We gon' show 'em how we get down -I'm tellin' you all, it all falls down -Now, Syleena, you just like a safe belt, you saved my life -C'mon -Oh when it all, it all falls down -I'm tellin' you all, it all falls down - -[Intro: Lauryn Hill & Kanye West] -Oh, when it all (Uh), all falls down (What you singin'?) -I'm telling you all, it all falls down (I hear you, I hear you, L, but) -Oh, when it all, all falls down (Remember they used to call you that?) -I'm telling you all, it alls falls down (Merce' Lauryn? Streets say I'ma tell her) -Oh, when it all - -[Verse 1: Kanye West & Lauryn Hill] -Man I promise, she's so self conscious -She has no idea what she doing in college (I'm telling you all) -That major that she majored in don't make no money -But she won't drop out, her parents will look at her funny -Now, tell me that ain't insecure -The concept of school seems so secure -Sophmore three years, ain't picked a career -She like fuck it, I'll just stay down here and do hair (Oh, when it all) -Cause that's enough money to buy her a few pairs of new Airs (All falls down) -Cause her baby daddy don't really care (I'm telling you all) -She's so precious with the peer pressure -Couldn't afford a car so she named her daughter Alexis (Oh, when it all) -She had hair so long that it looked like weave -Then she cut it all off now she look like Eve -And she be dealing with some issues that you can't believe -Single black female addicted to retail, and, well - -[Chorus: Lauryn Hill & Kanye West] -Oh when it all, it all falls down -Uh, and when it falls down who you gon' call now? (Y'all mean) -Oh when it all, it all falls down -Yeah, uh - -[Verse 2: Kanye West & Lauryn Hill] -Man I promise, I'm so self-conscious (Oh, when it all) -That's why you always see me with at least one of my watches (I'm telling you all) -Rollies and Pashas done drove me crazy -I can't even pronounce nothing, pass that versace (Oh, when it all) -Then I spent four-hunnid bucks on this -Just to be like, "Nigga, you ain't up on this" -And I can't even go to the grocery store -Without some 1s that's clean and a shirt with a team (Oh, when it all) -It seems we living the American Dream (All falls down) -But the people highest up got the lowest self-esteem (I'm telling you all) -The prettiest people do the ugliest things -For the road to riches and diamond rings (Oh, when it all) -We shine because they hate us, floss 'cause they degrade us -We trying to buy back our forty acres -And for that paper, look how low we'll stoop -Even if you in a Benz, you still a nigga in a coupe - -[Chorus: Lauryn Hill & Kanye West] -Oh when it all, it all falls down -And when it falls down who you gon' call now? -Oh when it all, it all falls down -Yeah, yeah, word - -[Verse 3: Kanye West & Lauryn Hill] -I say fuck the police, that's how I treat 'em (Oh, when it all) -We buy our way out of jail, but we can't buy freedom -We'll buy a lot of clothes but we don't really need 'em -Things we buy to cover up what's inside -'Cause they make us hate ourself and love they wealth -That's why shorties hollering, "Where the ballers at?" -Drug dealer buy Jordan, crackhead buy crack -And the white man get paid off of all of that (Oh, when it all) -But I ain't even gonna act holier than thou (All falls down) -'Cause fuck it, I went to Jacob with twenty-five thou' -Before I had a house and I'd do it again (I'm telling you all) -'Cause I wanna be on 106 & Park pushing a Benz (Oh, when it all) -I wanna act ballerific like it's all terrific -I got a couple past-due bills, won't get specific -I got a problem with spending before I get it -We all self-conscious, I'm just the first to admit it - -[Chorus: Lauryn Hill & Kanye West] -Oh when it all, it all falls down (Don't stop that shit, keep that shit) -I'm telling you all, it all falls down, yeah (Keep that part where I ran out of breath, we ain't doing no punch-ins, man, that's that fake shit) -Oh when it all, all falls down (If I was on stage, how I got to spit it? It's from the heart anyway) -Telling you all, it all falls down (Might cause shortness of breath, you know?) -Oh, when it all, all falls down (Couldn't have got nobody better for the job) -Telling you all, it all falls down (Thank you for very much, this a beautiful, beautiful, young lady that's inspired me, definitely) -Oh, when it all, all falls down, yeah -I'm telling you all, it all falls down - -[Audience Applause] - -[Intro: Kanye West] -Niggas can't be serious, man -Yo, yo - -[Verse 1: Kanye West] -Yo, I'm the reason metal detectors go off the meter -'Cause I'll run through the airport with the heater -Gets the fag at his plane, and if I miss him -Put two in his brain at the baggage claim -Give him... heavy sluggage, tryna get his luggage -Send him to the crossroads, we way too thuggish -Shit, we at odds 'til we even up -'Til you leave on a stretcher or I leave in cuffs -Niggas wanna live, they done breathed enough -And I bet you next time they'll believe in us -It don't take much brains to know we bust things -My gat must bang, through your Mustang -Ma ma se, ma ma sa, ma ma ku sa -Niggas seen Kanye, red dotted them -Hurry up, stash the guns, the cops gon' come -And we gon' say we don't know who shot at 'em -Come on - -[Chorus: Taji & Kanye West] -All I have is my real niggas (What?) -Get this cash with my real niggas (Come on) -Give my last to my real niggas -Cock back, blast, for my real niggas -All I have is my real niggas -Get this cash with my real niggas (Come on) -Give my last to my real niggas (Come on) -Cock back, blast, for my real niggas - -[Verse 2: Cristina Nance] -Y'all niggas ready for war? I'm ready -Easy with the clip, girl, hold it steady -Man I'm 'bout to squeeze back, cock and bust hot lyrics -Cock back, pop, and touch y'all spirits -Send 'em to hell, make their residence more evil -This beat here make me wanna kill four people -Three niggas and one hoe, turn bitches to Jane Doe -Send 'em past rainbows, with the ankles -Hit 'em from all angles, bring the pain though -Blow out the candles, the show's been cancelled -Man, y'all niggas better believe somethin' -'Fore I squeeze somethin' and leave somethin' -It ain't nothin' with my real niggas - -[Chorus: Taji] -All I have is my real niggas -Get this cash with my real niggas (That's right) -Give my last to my real niggas (Come on) -Cock back, blast, for my real niggas -All I have is my real niggas -Get this cash with my real niggas (Come on) -Give my last to my real niggas (Come on) -Cock back, blast, for my real niggas - -[Verse 3: Mikkey Nance] -I feel like one lady, five babies and four fathers -Six months searchin' for jobs and no offers -No heat 'cept for the stove -Sleep with two layers of clothes, still wakin' up cold -I'm real, like AIDS -Like the pain you feel when your nigga get strained -That's why I got issues like I got pistols -I gotta make your mama cry but I got tissues -I confess, I'm a gangsta -But I drop my flag, still cock back and drop a fag -Leave him in a bag with a tag on his metatarsals -Awfully ill, man, awfully real -Thugged out, but I'm God's property still -And if I up the steel, I'ma probably kill -If not, you're paralyzed from the waist down -Alright dog, you're the king? I'm the ace now -Face down - -[Chorus: Taji & Kanye West] -All I have is my real niggas (You know) -Get this cash with my real niggas (Uh) -Give my last to my real niggas (That's right) -Cock back, blast, for my real niggas (For my real niggas) -All I have is my real niggas (That's all I have in this world) -Get this cash with my real niggas -Give my last to my real niggas (Konman Productions) -Cock back, blast, for my real niggas (Brian "All Day" Miller, come on) -All I have is my real niggas (That's right) -Get this cash with my real niggas -Give my last to my real niggas -Cock back, blast, for my real niggas -All I have is my real niggas -Get this cash with my real niggas -Give my last to my real niggas -Cock back, blast, for my real niggas - -[Chorus: Ant Clemons] -Yeah, you supermodel thick -Damn, that ass bustin' out the bottom -I'ma lose my mind in it -Crazy, that medulla oblongata -Get to rubbin' on my lamp -Get the genie out the bottle - -[Bridge: Ty Dolla $ign & Ant Clemons] -Fuck it up, fuck it up -Pussy good, go and back it up -Pipe her up, I'ma pipe her up -Make her mine, I done fell in love -Juicy thing, make that pussy sing -One more time, baby, do it big -Make it cry, come boo-hoo this shit - -[Chorus: Ant Clemons] -Yeah, you supermodel thick -Damn, that ass bustin' out the bottom -I'ma lose my mind in it -Crazy, that medulla oblongata -Get to rubbin' on my lamp -Get the genie out the bottle - -[Verse 1: Kanye West] -If I pull up with a Kerry Washington -That's gon' be an enormous scandal -I could have Naomi Campbell -And still might want me a Stormy Daniels -Sometimes, you gotta bag the boss up -I call that takin' Corey Gambles -Find yourself up in the food court -You might have to enjoy a sample -All these thots on Christian Mingle -Almost what got Tristan single -If you don't ball like him or Kobe -Guarantee that bitch gonna leave you -Ayy, time is extremely valuable -And I prefer to waste it on girls that's basic -That's just some Ye shit -Right now, let's do what we want -Let's have a threesome: me, you, and a blunt -I love your titties 'cause they prove -I can focus on two things at once - -[Chorus: Ant Clemons] -Yeah, you supermodel thick -Damn, that ass bustin' out the bottom -I'ma lose my mind in it -Crazy, that medulla oblongata -Get to rubbin' on my lamp -Get the genie out the bottle -Get the genie out the bottle - -[Verse 2: Kanye West] -Let me hit it raw like fuck the outcome -Ayy, none of us'd be here without cum -Ayy, if it ain't all about the income -Ayy, ayy, let me see you go ahead and spend some -Ayy, if you drivin' 'round in some Dri-Fit -Ayy, I'ma think that you the type to dry snitch -Hm, mhm, if I see you pull up with the three stripes -Ayy, ayy, I'ma fuck around and make you my bitch - -[Chorus: Ant Clemons] -Yeah, you supermodel thick -Damn, that ass bustin' out the bottom -I'ma lose my mind in it -Crazy, that medulla oblongata -Get to rubbin' on my lamp -Get the genie out the bottle -Get the genie out the bottle - -[Produced by Kanye West; Co-Produced by Jeff Bhasker] -[Intro: Choir] -All of the lights -Lights, lights -All of the lights -[Chorus: Rihanna] -Turn up the lights in here, baby -Extra bright, I want y'all to see this -Turn up the lights in here, baby -You know what I need, want you to see everything -Want you to see all of the lights -[Post-Chorus: Elly Jackson & Rihanna] -Fast cars, shooting stars -All of the lights, all of the lights -Until it's Vegas everywhere we are (All of the lights) -If you want it, you can get it for the rest of your life -If you want it, you can get it for the rest of your life - -[Verse 1: Kanye West] -Somethin' wrong, I hold my head -MJ gone, our nigga dead -I slapped my girl, she called the feds -I did that time and spent that bread -I'm heading home, I'm almost there -I'm on my way, heading up the stairs -To my surprise, a nigga replacing me -I had to take him to that ghetto university - -[Pre-Chorus: Kanye West] -(All of the lights), lights -Cop lights, flashlights, spotlights -Strobe lights, street lights (All of the lights, all of the lights) -Fast life, drug life, thug life -Rock life every night (All of the lights) -[Chorus: Rihanna] -Turn up the lights in here, baby -Extra bright, I want y'all to see this -Turn up the lights in here, baby -You know what I need, want you to see everything -Want you to see all of the lights - -[Verse 2: Kanye West] -Restraining order, can't see my daughter -Her mother, brother, grandmother hate me in that order -Public visitation, we met at Borders -Told her she take me back, I'll be more supportive -I made mistakes, I bumped my head -Them courts sucked me dry, I spent that bread -She need her daddy, baby, please -Can't let her grow up in that ghetto university - -[Pre-Chorus: Kanye West] -(All of the lights), lights -Cop lights, flashlights, spotlights -Strobe lights, street lights (All of the lights, all of the lights) -Fast life, drug life, thug life -Rock life every night (All of the lights) - -[Chorus: Rihanna] -Turn up the lights in here, baby -Extra bright, I want y'all to see this -Turn up the lights in here, baby -You know what I need, want you to see everything -Want you to see all of the lights -[Bridge: Kid Cudi] -Gettin' mine, baby -Gotta let these niggas know, yeah -Gettin' right, babe -You should go and get your own -Gettin' mine, baby -Gotta let these niggas know, yeah -Gettin' right, babe -You should go and get your own -[Verse 3: Fergie, Rihanna & Drake] -Unemployment line, credit card declined -Did I not mention I was about to lose my mind? -And also was about to do that line -'Kay, okay, you know we going all the way this time -We going all the way this time -We going all the way this time -We going all the way this time -We going all the way this time - -[Chorus: Choir] -Turn up the lights in here, baby -Extra bright, I want y'all to see this -Turn up the lights in here, baby -You know what I need, want you to see everything -Want you to see all of the lights -[Outro: Alicia Keys & Elton John] -Woah, woah -(I tried to tell you, but all I could say was oh) -Woah, woah -(I tried to tell you, but all I could say was oh) -Woah, woah -(I tried to tell you, but all I could say was oh) -Woah, woah -(I tried to tell you, but all I could say) - - - -[Intro: Choir] -Lights, all of the lights - -[Verse 1: Lil Wayne] -Lights on, I see your face -She eat me up, she got expensive taste -I see you dreaming, but you still awake -Big slices, that's how you cut the cake -It's cold as hell, I show and tell -Weezy home, our nigga out of jail! -In this "give-or-take" world, I got what it takes -Put you out your misery: Kathy Bates -I'm Young Money, I'm Cash Money -If we could buy time, I'd spend my last money -Now I'm spending time, you in the blind -This little light of mine, I'ma let it shine -Bright lights, night lights, headlights, shh! -No lights but them infrared lights -Long knife, don't like to ask twice -You killing me baby, this the past life -[Chorus: Rihanna] -Turn up the lights in here, baby -Extra bright, I want y'all to see this -Turn up the lights in here, baby -You know what I need -Want you to see everything -Want you to see all of the lights - -[Verse 2: Big Sean] -Ready, set, go, go, go, go, go -Go 'til you can't go no more -I'm ill times ill, dope plus dope -"Westside bitch," quote, unquote -Whoa there, boy, don't go there, ho -If you cross that line, I might overload -I swear these lights-lights-lights be talking to me -But I can't read Morse Code -Why every rapper named "Big" got bodied, huh? -But every rapper named "Sean" got money? Ooh -Well, I guess my chances are fifty-fifty -But my vision is 20/20, so I be counting a hundred hundreds -Like, oh, my Allah, Lordy, Lordy, Lordy -I took your chick, now you want beef, and I'm just chuckling like I'm Porky -'Cause you spent all day with her spooning, I spent all night with her forking -There's a one-way ticket to Hell and they want these bullets to book it for me, man -I'm shitting on every statistic that said I'd be dead or fuckin' broke -This is history, your kids' kids' kids' kids' kids gon' book report me, what? -And I think they want to murder me -I'm shining hard (Hard), 'cause, bitch, I'm an emergency - -[Chorus: Rihanna & Choirs, Big Sean] -Turn up the lights in here, baby (B-I-G) -Extra bright, I want y'all to see this (I do it) -Turn up the lights in here, baby (Boi, boi, boi) -You know what I need (Yeah) -Want you to see everything -Want you to see all of the lights (You know a nigga so good) - -[Bridge: Alicia Keys, Big Sean, Elton John] -Whoa, whoa (So good, Westside) -I tried to tell you but all I could say was ohh (I'm so hood, I do it) -Whoa, whoa - -[Verse 3: Drake] -Bad decisions, good intentions, man I'm riding, Weezy with me -I just stepped out of the strip club, made five-thousand look like fifty -I spend all my time in Houston, smoke that kush, but I don't do Whitney -I don't do Britney, I don't do Lindsay, I made two million since last Wednesday -And I hate y'all! Y'all got too much free time -Saying I ain't drop shit, everything gon' be fine -Worrying about your old girl, trying to see if she's mine -Nigga she's with me when she tells you she needs some "me time," it's our time, so fuck y'all -I'm really about to go Spring Break now and start taking shots in this muthafucka -And you didn't have all that ass last month girl, what, you get some shots in this muthafucka? -Yeah, we got the Roc in this muthafucka, you thought niggas was going pop in this muthafucka? -Uh, Young Money, power, respect in this bitch, you would think we got the LOX in this muthafucka -I made mistakes, I made some bread -I even made a way for them to get ahead -To my surprise, nobody replacing me -Take Care and Carter IV, it won't be long 'til they can see the lights -(Lights on) And I'm on one, I got one -You a pussy, nigga, I'm not one, so call it a night, call it a night -(Lights on) And I run this, and y'all know that -I take the purple and pour that all in the Sprite, all in the Sprite - -[Interlude: Kid Cudi, Drake, Rihanna & Fergie] -Gettin' mine, baby (Yeah) -Gotta let these niggas know, yeah (Shout out my nigga Cudi too, that's my motherfuckin' nigga for real, man) -Gettin' right, babe (Shout out Cole) -You should go and get ya own (Think we got a buzz now, nigga, fuck y'all niggas, man) -We're going all the way this time (I'm here) - -[Bridge: Fergie, with Rihanna, Choirs] -We going all the way this time -Lights, lights -We going all the way this time (All of the Lights, all of the lights) -We going all the way this time -We going all the way this time (All of the lights!) -All of the lights -[Chorus: Rihanna] -(All of the lights) Turn up the lights in here, baby -Extra bright, I want y'all to see this -Turn up the lights in here, baby -You know what I need -Want you to see everything -Want you to see all of the lights - -[Outro: Rihanna, Charlie Wilson, Elton John, John Legend, Ryan Leslie, The-Dream, Tony Williams, Drake, Alicia Keys, Alvin Fields & Ken Lewis] -All of the lights! - -Lyrics from Leak and Snippets - -[Intro: James Blake] -I know you're angry -But is it at-at me or? -I know you're angry -But is it at-at me or? -I know you're angry -But is it at-at me or? -Or is it at the situation? -Perfect harmony -Bring me to my knees -Oh, we've mainly been surviving -Oh, we've mainly been surviving - -[Chorus: Vory] -Always -Always -Always (Al—), always -Always, always, always - -[Verse 1: Vory] -Ayy, dear God, I guess America's mad at me again -Speaking at ya son, I'm not their friend -They trapped in a box, but I am the box -So they would never understand -Like Vory goin' cray again, Vory goin' Ye again -Like here he go with Ye again -Eyes on me, I guess I'll say it now -I'm like "Who need friends when I got PayPal?" -Went against all odds, I guess they'll pay -Guess I'll be damned -Mad 'cause my opinion do not sit well with him -Guess I'll be damned -Like who said I was canceled? -Cancel me? Nah, never, this shit forever -Cancel me? Nah, never, this shit forever -Cancel me? Nah, never, this shit forever -So the internet's canceled -Yeah, don't believe what they tell you, always -Always, always, always -Always, always, always -Yeah, yeah - -[Chorus: Vory] -Always, always -Always, always -Always, always - -[Refrain: Kanye West & James Blake] -Tears come pouring down -Tears come pouring down -Tears come pouring down -Tears come pouring down (Oh, we've mainly been surviving) -Tears come pouring down (Oh, we've mainly been surviving) -Tears come pouring - -[Verse 2: Kanye West] -When my train of thought ran off the track -When ... off the map -When ... off the tack -I had ... -We had ... -... summer where they at -... where they at -I had ... got it back -... they mad at that -Thank God ... -Grew up ... - -[James Blake & Kanye West] -Oh, we've mainly been surviving (Ooh) -Oh, we've mainly been surviving -Oh, we've mainly been surviving -Oh, we've mainly been surviving -Oh, we've mainly been surviving -Oh, we've mainly been surviving -Oh, we've mainly been surviving -Oh, we've mainly been surviving - -[Outro: Kanye West] -Tears come pouring down -Tears come pouring down -Tears come pouring down -Tears come pouring down -Tears come pouring down (Always) -Tears come pouring down (Always) -Tears come pouring down - -[Verse 1: Kanye West] -It's amazing, I'm the reason -Everybody fired up this evening -I'm exhausted, barely breathing -Holding on to what I believe in - -[Pre-Chorus: Kanye West] -No matter what, you'll never take that from me -My reign is as far as your eyes can see, it's amazing - -[Chorus: Kanye West & Jeezy] -So amazing, so amazing -So amazing, it's amazing -So amazing (Yeah), so amazing (Yeah) -So amazing (Yeah), it's amazing (Let's go) - -[Verse 2: Kanye West] -I'm a monster, I'm a killer -I know I'm wrong, yeah -I'm a problem -That'll never ever be solved - -[Pre-Chorus: Kanye West] -And no matter what, you'll never take that from me -My reign is as far as your eyes can see, it's amazing - -[Chorus: Kanye West & Jeezy] -So amazing, so amazing -So amazing, it's amazing -So amazing (Yeah), so amazing (Yeah) -So amazing (Yeah), it's amazing (Let's go) - -[Verse 3: Kanye West] -I'm a monster, I'm a maven -I know this world is changing -Never gave in, never gave up -I'm the only thing I'm afraid of - -[Pre-Chorus: Kanye West] -No matter what, you'll never take that from me -My reign is as far as your eyes can see, it's amazing - -[Chorus: Kanye West] -So amazing (So amazing), so amazing, so amazing, it's amazing -So amazing, so amazing, so amazing, it's amazing -So amazing, so amazing, so amazing, it's amazing -So amazing, so amazing, so amazing (Mmm), it's amazing - -[Verse 4: Jeezy] -I'm amazing, yeah, I'm all that -If I ain't on my grind (Yeah), then what you call that? -Victorious, yeah, we warriors -We make history, strive off victory (Yeah) -Standing at my podium, I'm trying to watch my sodium -Die high blood pressure, either let the Feds catch ya (Yeah) -I'm amazing, born on a full moon -I was bred to get it in, no spoon -That's why I'm so goon, summertime, no June -Big family, small house, no room -They like, "Oh God, why he go so hard? -Look what he's been through, he deserves an applause" - -[Chorus: Kanye West & Jeezy] -(Yeah) So amazing (Yeah), so amazing (Yeah) -So amazing (Yeah), it's amazing (It's amazing) -So amazing (Amazing), so amazing -So amazing (Ayy), it's amazing (Let's go) -So amazing (Amazing), so amazing (Amazing) -So amazing (Amazing), it's amazing (It's amazing) -So amazing (Yeah), so amazing (Yeah) -So amazing (Ayy), it's amazing (Let's go) - -[Verse 1] -It's amazing, I'm the reason -Everybody fired up this evening -I'm exhausted, barely breathing -Holding on to what I believe in - -[Chorus] -No matter what, you'll never take that from me -My reign is as far as your eyes can see -It's amazing, so amazing, so amazing, so amazing -It's amazing, so amazing, so amazing, so amazing -It's amazing - -[Verse 2] -I'm a monster, I'm a killer -I know I'm wrong -I'm a problem -That'll never ever be solved - -[Chorus] -No matter what, you'll never take that from me -My reign is as far as your eyes can see -It's amazing, so amazing, so amazing, so amazing -It's amazing, so amazing, so amazing, so amazing -It's amazing -[Verse 3] -I'm a monster, I'm a maven -I know this world is changing -Never gave up, never gave in -I'm the only thing I'm afraid of - -[Chorus] -No matter what, you'll never take that from me -My reign is as far as your eyes can see -It's amazing, so amazing, so amazing, so amazing -It's amazing, so amazing, so amazing, so amazing -It's amazing - -So amazing, so amazing, so amazing - -No matter what, you’ll never take that from me -My reign is as far… -Bring it back down though - -It's amazing, I'm the reason -Everybody fired up this evening -I'm exhausted, barely breathing -Holding on to what I believe in -No matter what, you'll never take that from me -Never take that from me -No take it back down, take it back, keep going - -It feels like you're on trial sometimes -And in a relationship, you can also be on trial -And be convicted with no jury - -And this song was sort of like that moment where someone tells you ain't, you ain’t - you gotta say I am - an emancipation, if you will -Cause you can't take that from me -My self-esteem - -So whether it something in your own home, or a situation like mine -Where you're under the microscope of the media - -Never let them take that from you -I never let them, let them take that from me - -You have to be amazing sometimes -I and I know I do not always state popular opinion -Amazing, Michael Jackson, amazing -Michael Phelps, amazing -OJ Simpson, amazing -Is he not?! -What he did when he did what he did, was he not amazing though? -I think I saw in a movie - I get my quotes from movies cause I don't read -Or from like, go figure, real life or something -Like live real live, talk to real people, get information, ask people, questions -And it was something about, you either die a superhero or you live to become the villain -I'M CHILLIN' - -I'm chillin' - -So many times they try to make me out to be the villain -I don't understand what I did -I apologize for acting like a bitch at award-shows -It's an award-show, didn't kill anyone -But yet and still I apologize for my ungraciousness - -I was a spoiled little Chicago-boy, who got all these awards as he came in the door and people clapped and sang his praises -And he soaked it all up and believed his own hype -To the point where he could not lose -And if anyone didn't pick him, they could not choose -As he swooves with the who's-who's and broke all the rules -And even lost his cool -Hey, nothing new -Now they don't like you, hey they don't like you -Look at what you've done boy, trying to be the number one boy - -And I'm thirty-one years now and I've leaned from my mistakes - -Just play pianos... - -Super-hero music, pain - -This hardcore, so hardcore -That's why I sing: - -I'm a monster, I'm maven -I know this world is changing -Never gave up, never gave in -I'm the only thing I'm afraid of -No matter what, you'll never take that from me -My reign is as far as your eyes can see -It's amazing - -Disick: Hey, do you like Kanye West? - -Cheban: Yeah, he's okay, I guess - -D: Well, the early work was a little too hip-hop for me in my taste, but when Dark Twisted Fantasy came out in 2010, I think he really came into his own, both musically and lyrically - -D: Kanye's been compared to Jesus, Hitler, Walt Disney, and even Steve Jobs -C: Hey Disick - -D: Yes Jonathan? - -C: Why do you have copies of Billboard magazine all over the place? Do you have a little dog - a little chow or something? *laughs* - -D: No, Jonathan! - -C: Is that a raincoat? - -D: Yes, it is! Now, Kanye's decided to release this, Yeezus, his most exciting record so far. It should be obvious by now that "New Slaves" is the undisputed masterpiece of Yeezus. A song so catchy, most people won't even remember the lyrics! But they should. And then there's the song "I Am a God". The title practically speaks for itself, but of course the insecurities of the mainstream music press will never understand its true meaning because it's about me! Hey Jonathan! - -D: Try getting the Yeezus album now motherfucker! - -[Intro: Kanye West & Aaliyah] -Yeah -It's (a million) - -[Hook: Kanye West] -I freestyle battle niggas for (a million) -How many niggas bit the soul? 'Bout (a million) -How many hoes did I bone? 'Bout (a million) -Uh-uh, uh-uh, it's (a million), uh-uh -There's (a million) ways to die, choose one -(A million) - -[Verse 1: Kanye West] -Look, lot of people askin' 'bout the money I made, me and Just Blaze -How are they for real, is them niggas really paid? -Rappers I met or dealt with direct -Is it true he won't send a beat tape until he get a check? -What's the position you hold? -Can you really match the Neptunes, check by check -If "H to the Izzo" is the only single that went gold? -If Roc-a-Fella shit fold and you move back to the 'Go -Is it back to ghost producer for D. Dot on the low? -For the millionth time askin' me -Questions like Toni Braxton, harassing me -Like, "You don't care about my son's feelings?" -Can I get a minute, you wack bitch? I ain't gotta jack shit -You heard "Takeover", who running this rap shit? -Ugh, fake tits, shut up and make hits -Can't we all just get along, spread love like Take 6? -What, you doin' beats in LA for Eminem and Dr. Dre? -Them niggas sold ten mill, I'm trying to get paid -We do this shit for entertainment -Bring guns to the arraignment -While the judge in the chamber -Let one up out the chamber, BLAOW! - -[Hook: Kanye West] -How many years did I wait? About (a million) -How many niggas tryin' to hate? About (a million) -But when a nigga count his cake, it's 'bout (a million) -Yeah - -[Verse 2: Kanye West] -'04, College Dropout, I make the game different -I don't know what the hell y'all niggas been sniffin' -'Ye still flicking, hoes is my addiction -Five days out the week, you'll find me in the kitchen -Smashing the game, nigga, unlike you -'Cause these beats change the game and the hook's right too -I'm a crook like you -Cats back in the Chi was buying tracks for dirt cheap -Man, what could I do? -Knowing I'm supposed to style, I'm the fly-boy poster child -'Bout to be on Oprah now -It's ironic and whatnot how I put no ice in the Bulgari watch -Just to make it hot -Now you see me on stages, my hit résumés is two pages -For them niggas who played us -Feet just raises, booming like Masta Ace's -"Stand Up", number one, and there's more to come -All I got for hoes is hard dick and bubblegum -While y'all brick like Fred, Barney Rubble and them -Chi-Town in this bitch, what's fucking with them? -Not a damn thing, nigga, we doing our damn thing, BLAOW! -(A million) -Yeah -(A million) - -[Chorus: Kanye West & Aaliyah] -This ya' boy Kanye cheddar and I'm 'bout to sell (A million) -How much you charge for a track? About a (A million) -How many niggas bit the soul? 'Bout a (A million) -How many girls did I bone? About a (A million) -I freestyle battle niggas for a (A million) -Ayo, y'all niggas don't want it, it's a (A million) -Ways to die in the city (A million) - -[Verse 1: Kanye West] -Look, listen -Lotta speculation 'bout the money I've made -Me and Just Blaze -How they for real, are them niggas really paid? -Rappers I've met or dealt with direct -Is it true he won't send a beat tape until he get a check? (That's true) -What's the position you hold? -Can you really match the Neptunes, chеck by check -If "H to the Izzo" the only singlе that went gold? -If Roc-A-Fella shit fold, and you're left out in the cold (Uh huh) -Is it back to ghost producing for D. Dot on the low? (That's how I got on) -For the millionth time askin' me -Questions like Toni Braxton, harassing me ([?] my girlfriend) -Like "You don't care about my son's feelings?" -Can I get a minute you wack bitch? I ain't gotta jack shit -You heard "Takeover," who running this rap shit? -Ugh, fake tits, shut up and make hits -Can we all just get along, spread love like Take 6? -Whatcha doin' in L.A. with 50 Cent and Dr. Dre? (Get money) -Didn't more niggas use to have beef with Jay? (This wrestlin', nigga) -We do this shit for entertainment, bring guns to the arraignment (Uh huh) -While the judge in the chamber -Let one up out the chamber, BLAOW! - -[Chorus: Kanye West & Aaliyah] -A million (Ha ha, ha ha) -I'm born to sell a (A million) -And after that, I'ma buy a couple building (A million) -My dawg B. Nice named his son (A million) -Yeah yeah yeah, ye ye - -Lyrics from Freestyle - -[Intro] -Uh, yeah -Uh, uh - -[Refrain] -Hopped off the Amistad and made "I'm a God" -It's always a lituation when I'm involved -It's always a lituation when I'm involved -See, I say what they say when the mic is off - -[Verse] -Parents are the strippers, strip kids of they confidence -Teach white dominance, question your common sense -See, I've been washed in tradition and I'ma rinse - -[Refrain] -Hopped off the Amistad and made "I'm a God" -It's always a lituation when I'm involved -See, I say what they say when the mic is off - -Lyrics from Snippet - -[Intro] -Let your mind go -Let your mind go, mind go -I see behind though -Then let your mind go -And let your mind go, mind go -And then I say, ayy -I say I'd never worry -Uh, but I do as much as, na-na - -[Verse 1] -I've been sayin' [?] sayin' [?] -[?] these bad bitches is tryin' me -And I know that it's mad niggas that's tryin' you -And that's the moment it started the anxiety -Life still won't stop [?] in me -Bathroom creep off and do it quietly -[?] of me -Moment tough, it caused the anxiety -I'm flyin' home, I'm checkin' my money there, no -Like the [?] sandstorm -[?] somethin' for my break -I got caught with pussy on my dick, that was a rookie mistake -And my bitch sped it off, I tried to [?] -That bitch closed my arm in thе automatic window -How cool could a bitch be? How cool [?]? -I could [?], and you know [?] -A nigga lied, a nigga lied, nigga liеd -And when she ain't believed me, goddamn, that pimp Chi shit came out -And a nigga cried, a nigga cried, a nigga cried to get my bitch back -'Cause you know we live that -And even though I did that, and [?] to be scared for another nigga to hit that -I was sittin' [?] to turn me on -Actually the anxiety kinda turned me on, like, start askin' questions -No homo', no suspect, but you gotta tell me, was he bigger? -'Cause I gotta still feel like that nigga, no lie, no lie, no lie - -[Refrain] -[?] what you say? -[?] you say you never worry, and when I do as much as you - -[Verse 2] -It's like when you break up with a bitch, break up with your ex -What's that's kinda best is that makeup sex -'Cause you know she bumpin' [?] -And you scream out "he can't hit like this" -And you [?] that's that [?] -And that's that 2 AM, yeah, that's that bitch -[?] what you got can go -[?] what your friends don't know -She probably fucked some niggas that'll break your fuckin' heart -She probably fucked some niggas that'll stop it for a start -She probably fucked some niggas, she gon' take it to the grave -She probably fucked 'em niggas that was really fuckin' paid -She probably fucked them niggas that was jumping on the stage -She probably left yo' crib and got fucked the same day - -[Refrain] -What you say? Ayy -I would say I'd never worry, but I do as much as you - -[Intro] -Ah-ahem -There's something I did -There's something I can explain how to- -I can't speak for everybody but, um, man - -[Verse 1] -It must be more good women than men, percentage-wise -So her chance of having a husband just minimized -That's why a lot of girls claim they ain't into guys (Haha) -And mess with other girls part-time to improvise (Haha) -I knew she wasn’t bi, no, I seen it in her eyes -But I'm like any other guy trying to get in her thighs -She telling me 'bout how black people should enterprise (Haha) -And I'm like, if you don't get your ass in this ride from Enterprise (Haha) -That I rented yesterday and gotta have in by five -With the gas fully filled up like I didn't drive -Told her I had a girl, dawg, fuck it, I didn't lie (Haha) -Told her this rap game is alright, I'm just getting by (Haha) -She had a little weed and we get a little high -And I'm looking in her eyes and I'm loving her vibe -Told me back in '95, she fell in love with the Tribe (Haha) -Boo, back in '92, I was just like you (Haha) -Please, don't be confused by the ice and jewels -I'm like any other nigga, buy ice to stay cool -Like any other nigga that claim they hate school (Haha) -And think, "Yeah, Free's banging but she's no Rachel" (Haha) - -[Chorus] -We ball 'til we fall, hit the mall. after we hit, don't call -We fill your lives with nothing but lies (Haha) and I would like to apologize (Haha) -We ball 'til we fall, hit the mall, after we hit, don't call -We fill your lives with nothing but lies (Haha) and I would like to apologize (Haha) -But you can't stand right here and tell me everything is going to be alright (Haha) -'Cause until that a real (Haha) man stands up, I'm going to have to improvise (Haha) - -[Verse 2] -Was it something I did wrong? (Haha) Yeah, I know I'm wrong -She's at home alone and I'm always gone -Hate it when she mad but more when she passive (Haha) -Now she on the internet, looking for classes (Haha) -Out of state though, man, that hurt, yo -But I got work though, and I'm at work, yo -And she don't call a lot -And when she do, she pouring out her heart (Haha) -"You never listen to me," then the call drop, hmm -And I promised her everything -Told her when I get a deal, I'll get her a wedding ring -But when I got my deal, I was back in the ring (Haha) -Fighting my urges, strip club splurges (Haha) -Never had money, so I felt like a virgin -And I'm trying to break the bank's cherry -Tryna see, can I afford Canaries -With a Ferrari (Haha) and a dinner date with Halle Berry? (Haha) -Went from fifty G's to fifteen hundred in a week -Now I'm trying to call -One ring, two rings, seven rings, eight rings -Her mother picked up the phone (Haha) -Like, "She in school and she don't stay here no more" (Haha) -I guess there's more good women than men, percentage-wise -So her chance of having a husband just minimized -I guess that's why she says she ain't into guys (Haha) -And focus on school full-time to improvise (Haha) - -[Chorus] -We ball 'til we fall, hit the mall. after we hit, don't call -We fill your lives with nothing but lies (Haha) and I would like to apologize (Haha) -We ball 'til we fall, hit the mall, after we hit, don't call -We fill your lives with nothing but lies (Haha) and I would like to apologize (Haha) -But you can't stand right here and tell me everything is going to be alright (Haha) -'Cause until that real (Haha) man stands up, I'm going to have to improvise (Haha) -You can't stand right here and tell me everything is going to be alright (Haha) -'Cause until that (Haha) man stands up, I'm going to have to improvise (Haha) -You can't stand right here and tell me everything is going to be alright (Haha) -'Cause until that (Haha) man stands up, I'm going to have to improvise (Haha) - -[Verse] -I want ya -I got four, five, some' on ya -More minutes before the [?] goes -Can't [?] where I can't go -Dun-dun (Woo) -That's the feel of love -You need to fuck with somebody with some mass appeal -I got one-one, four-four -Got another [?] came with a [?], uh -That's a no-go, I go loco, uh -I'm a white boy but I'm in love with the coco (Haha) -Dun-a-dun, oh-oh, I'm in love with ya, narco -Rappin' for the [?], I got five nights, I'm comin' [?], uh -Hangin' with [?] -I just want you with just [?], woo, woo, woo, uh -Lay down [?], uh -Hey, hey - -Martin Lawrence(speaks while choruses are sang):"look here, lemme tell you something, ya know. I'm tired a arguin im tryna share this wit chu,ok? I'm tryna giv this to yooou, ya know what im sayin? To Yooou, you know? This..if you don't, y-you can't get wit the indoor pool, the outdoor pool, or lil music studio thing, the little bowlin thang, ya know what im sayin? Hm, this is yours. But chu don't like that, then fiiine man. You can leave. You can allllways leave. I'm not holdin you here" - -Chorus) -We can't even sit & talk -Witout chu arguin -Girl you must be outta your mind -You're the one who started it -(Gangsta, ugh!) - -1st Verse: -I gotta girl at home -But she don't cook -I have my condoms in the store cause she won't look -And she neva-eva go to the grocery sto -So I figure it's safe to pull a grocery-ho -She was buyin Alize out the liquor aisle -She said, 'i hope its not too ghetto' -Rock-Dawg, Gold Force, Baggy style -I kept her number on file -For my girl be actin wyld -Like last week, I told her take me to the mall -But she don't drive -My otha girl picked me up at 3:05 -She got a brand new car, sixteen -Now the car only 1 yrs old, oh -Man, but the body look grown, "whooa!" -Before I catch a case I betta take my ass home -Where the problems is -Arguments be daily like -Carson is - -Martin again: -Fuck you. Fuck yooou. I on't give a fuck whatchu have. This little indoor-indoor, outdoor pool, little bowlin alley. Material buuullshit. It don't mean shit. It don't make what's in the muthafuckin heart" - -(Chorus) -We can't even sit & talk -Witout chu arguin -Girl you must be outta your mind -You're the one who started it -(I'm gangsta, ugh-ugh) - -2nd Verse: -Hol' up, wait a second man -That's that thrift sto info -That's sauce again -Why don't chu talk to the mouth a the horses -Bout my porshes? -Condo's in front a the golf courses -Instead you stay up -Count every second like a fake rolley -I'm real, so you know I move real slowly - -The way this relationship should go if you know me -I ain't call you -You wanna know why? I mean you know why -How on the low I push jet-skee's so I -Couldn't return them pages, on my motorolla -Nextel, my cell it don't work down there -And what happened in cancun, stay down there -What's happenin here, made me wish I stayed down there -Take a seat. Why you always makin a beef? -You know these walls too thin in this apart-a-ment -Now everybody hearin our arguments -What the problem is?!?!? - -Martin again: (audience laughs & applauds) "Why you actin like this? But letchu have some fly shit. Some nice beautiful shit. (Gangsta) They act like they gon leave yoou. You can tell em look here, Ya know. I'm tired a arguin" - -(Chorus) -We can't even sit & talk -Witout chu arguin -Girl you must be outta your mind -You're the one who started it -(I'm gangsta, ugh-ugh) - -Last Verse: -Man boo you know what I do -So don't trip when I come home after two -Or three or four -I ain't messin wit them girls no more...this week -The benz coup is so sweet -When I roll down the street -Tears roll down her cheeks -She said, 'you must love that car more than me' -A nigga I was wit chu before the cheese -So you need to work on your priorities -If she went wit 'Fabulous' -I bet that she'd be a: -AR-GU-IN-G, Please -I'm not actin like this cause I'm gettin spins on -WU-KR, Cin-ci-nat-ti -You think I get my voice so deep -Like WU-KR, cin-ci-nat-ti -That's how much of a fuck I give -You seen cribs? That's how the fuck I live -As far as this... - -(Chorus) -We can't even sit & talk -Witout chu arguin -Girl you must be outta your mind -You're the one who started it - -[Chorus: John Legend] -We can't even sit and talk without you arguing -You're the one who started it - -[Verse 1: Kanye West] -I got a girl at home, but she don't cook -I have my condoms in the stove 'cause she won't look -And she never ever go to the grocery store -So I figure it's safe to pull a grocery ho -She was buyin' Alizé out the liquor aisle -She said, "I hope it's not too ghetto" -Rocked all gold, force back in style -I kept her number on file for my girl be actin' wild -Like last week, I told her -"Take me to the mall", but she don't drive -My other girl picked me up at 3:05 -She got a brand new car, sixteen -Now the car only one years old, oh -Man, but the body look grown, whoa -Before I catch a case, I better take my ass home -Where the problems is, arguments be daily like Carson is -But the problem is - -[Chorus: John Legend] -We can't even sit and talk no more without you arguing -Girl, you must be out of your mind, no, no, no -You're the one who started it -And I'm sick and tired of you lying - -[Verse 2: Kanye West] -Hold up, wait a second, man -That's that thrift store info, that's all second-hand -Why don't you talk to the mouth of the horses 'bout my Porsches? -Condos in front of the golf courses -Instead you stay up and count every second like a fake Roley -I'm real, so you know I move real slowly -The way the censorship should go off, you know me -I ain't call you, you wanna know why? -I'm in Noha, Honaloha, pushin' jet skis -So I couldn't return the pages on my Motorola -Nextel, my cell, it don't work down there -What happened in Cancun stayed down there -What's happenin' here made me wish I stayed down there -Take a seat, why you always makin' a beef? -You know these walls too thin in this apart-a-ment -Now everybody hearin' our arguments -But the problem is - -[Chorus: John Legend] -We can't even sit and talk no more without you arguing -Girl, you must be out of your mind, no, no, no -You're the one who started it -And I'm sick and tired of you lying - -[Verse 3: Kanye West] -Man, boo, you know what I do -So don't trip when I come home after two -Or three or four, I ain't messin' with them girls no more -It's weak, the Benz coupe is so sweet -When I roll down the street, tears roll down her cheek -She said, "You must love that car more than me -And nigga, I was with you before the cheese -So you need to work on your pri-or-ities" -If she went with Fabolous, I bet that she would be -A-R-G-U-I-N-G and please -I'm not actin' like this 'cause I'm getting spins on -W-K-R-P in Cincinnati -You think I'd get my voice so deep like -W-K-R-P in Cincinnati -That's how much of a fuck I give -You seen Cribs? That's how the fuck I live -As far as this? - -[Chorus: John Legend] -We can't even sit and talk no more without you arguing -Girl, you must be out of your mind, no, no, no -You're the one who started it -And I'm sick and tired of you lying -We can't even sit and talk no more without you arguing -Girl, you must be out of your mind -You're the one who started it - - - -[Intro: Kanye West & Federico Vindver] -Up from the ashes, into the sky -Found a redeemer, how I survive -Boys hug their mothers, Mary and Christ -Your light has healed me, blessed with new life - -[Chorus: Kanye West] -I could tell you, he could show you -God in Heaven, shinin' on you -Through your message, now I know you -I come to you empty, free of my pride - -[Verse: Sunday Service Choir] -Praise you only, now and forever -All the glory, it belongs to you -By Christ’s power, we're victorious -Been sent f- - -[Bridge: Kanye West] -I come to you empty, free of my pride - -[Refrain: Sunday Service Choir] -We walk by faith and not by our sight -Declaring the victory one day at a time -God is our Shepard, light in the night -Cure for the sick he's, eyes for the blind - -[Chorus: Kanye West] -I could tell you he could show you -God in Heaven shinin' on you -(Shoo-be do bop, Shoo do bop, I wanna love you) -Through your message now I know you -I come to you empty free, of my pride - -[Refrain: Sunday Service Choir] -We walk by faith and not by our sight (Ooo) -Declaring the victory one day at a time (One day at a time) -God is our Shepard, light in the night (Light in the night) -Cure for the sick he's, eyes for the blind - -[Outro: NIKKI GRIER] -Ask me if I trust you, I'll say "yes" -But it wasn't always like that in the past -Type of faith that removes all doubt -Wasn't always as easy as it is right now -How do you trust in something you can't see? (Huh) -It's when the outcome is bigger than me -You have no choice but to believe -So when they ask me, I'll say "yes" -Ask me if I trust you, I'll say "yes" (Yes!) -But it wasn't always like that in the past (Wasn't always) -Type of faith that removes all doubt (No, no, no, no) -Ask me if I trust you, I'll say "yes" (If I trust you, I'll say) -Yes, yes - -[Intro: Kanye West] -Up from the ashes, into the sky -Found a Redeemer, how I survive -Boys hug their mothers, Mary and Christ -Your light has healed me, blessed with new life - -[Chorus: Kanye West] -I could tell you, He could show you -God in Heaven, shinin' on you -Through your message, now I know you -I come to You empty, free of my pride - -[Verse: Sunday Service Choir] -(Ooh) -Praise You only, now and forever -All the glory, it belongs to You -By Christ's power, we're victorious -Been set- - -[Refrain: Kanye West & Sunday Service Choir] -I come to You empty, free of my pride -We walk by faith and not by our sight -Declaring the vict'ry, one day at a time -God is our shephеrd, light in the night -Cure for the sick, Hе's eyes for the blind - -[Chorus: Kanye West] -I could tell you, He can show you -God in Heaven, shinin' on you -Through your message, now I know You -I come to You empty, free of my pride - -[Refrain: Sunday Service Choir] -We walk by faith and not by our sight -Declaring the vict'ry, one day at a time -God is our shepherd, light in the night -Cure for the sick, He's eyes for the blind - -[Verse] - -[Outro] - -[Verse 1: Kanye West] -I, you don't need, need to ever write -I read your last message at least a thousand times -At least a thousand, least a thousand times -Alright, alright, alright -Why would you ever listen to people tryna hate on you? -At least you know there's nothing new - -[Chorus 1: Kanye West with Charlie Wilson & Charlie Wilson] -Stop everything you're doing now -'Cause baby, you're awesome, so awesome -You look too good to be at work (Be at work) -You feel too good to ever hurt (Ever hurt) -I hope you're ready for tonight -I'm gon' cook, you'll be dessert -You can't be still (Oh) -I gotta movе (Gotta move), I gotta dance (Dance) -I gotta livе (Gotta live), I gotta love (Love) -I gotta hope (Gotta hope), I got a chance (Chance) -'Cause baby, you're awesome - -[Verse 2: Kanye West] -You don't need to listen to your manager -You're way too hot for them to handle you -Baby, not for nothing, I know you're lookin' for somethin' -And I got it, why you frontin' on me? - -[Refrain: Kanye West] -'Cause I'd rather do nothing with you -Than something with somebody new -Yeah, I'd rather do nothing with you -Than something with somebody new - -[Chorus: Kanye West & Charlie Wilson with Ty Dolla $ign] -Stop everything you're doing now -'Cause baby you're awesome -Don't let nobody bring you down -You're so awesome -You're so out the park -You're so after dark -You're so sleepless nights, ooh, you feel so right - -[Bridge: Kanye West with Charlie Wilson] -You're so freakin' tight -I know you must be tired -Of running through my mind -Can I come inside? -'Cause baby I'm awesome, also -I'm also awesome, also -I'm also awesome, y'all know - -[Refrain: Kanye West & Charlie Wilson] -'Cause I'd rather do nothing with you -Than something with somebody new -Yeah, I'd rather do nothing with you -Than something with somebody new - -[Chorus: Kanye West & Charlie Wilson with Ty Dolla $ign] -Stop everything you're doing now -'Cause baby you're awesome -Don't let nobody bring you down -You're so awesome -You're so out the park -You're so after dark -You're so sleepless nights, ooh, you feel so right - -[Outro: Harmonica & Charlie Wilson] -Yeah, ooh, baby, yeah -Oh-oh, yeah -Ooh, baby, ooh baby -Ooh, baby, baby -Feels so good, so right -Oh, yeah, oh, no, oh, no, oh, yeah-yeah -I, I, yeah -PV Wonder, ah -CD Wonder, Uncle Charlie Wonder - -[Verse 1] -I, you don't need, need to ever write -I read your last message at least a thousand times -At least a thousand, least a thousand times -Alright, alright, alright -Why would you ever listen to people tryna hate on you? -At least you know there's nothing new - -[Chorus 1] -Stop everything you're doing now -'Cause baby, you're awesome, so awesome -You look too good to be at work -You feel too good to ever hurt -I hope you're ready for tonight -I'm gon' cook, you'll be dessert -You can't be still -I gotta move, I gotta dance -I gotta live, I gotta love -I gotta hope, I got a chance -'Cause baby, you're awesome - -[Verse 2] -You don't need to listen to your manager -You're way too hot for them to handle you -Baby, not for nothing, I know you're lookin' for somethin' -And I got it, why you frontin' on me? - -[Refrain] -'Cause I'd rather do nothing with you -Than something with somebody new -Yeah, I'd rather do nothing with you -Than something with somebody new - -[Chorus] -Stop everything you're doing now -'Cause baby you're awesome -Don't let nobody bring you down -You're so awesome -You're so out the park -You're so after dark -You're so sleepless nights, ooh, you feel so right - -[Bridge] -You're so freakin' tight -I know you must be tired -Of running through my mind -Can I come inside? -'Cause baby I'm awesome, also -I'm also awesome, also -I'm also awesome, y'all know - -[Refrain] -'Cause I'd rather do nothing with you -Than something with somebody new -Yeah, I'd rather do nothing with you -Than something with somebody new - -[Chorus] -Stop everything you're doing now -'Cause baby you're awesome -Don't let nobody bring you down -You're so awesome -You're so out the park -You're so after dark -You're so sleepless nights, ooh, this feels so right - -[Verse 1] -You don't need me to ever write -I read your last message at least 1000 times -At least 1000, at least 1000 times -Alright, alright, alright -Why did you ever listen to -People trying to hate on you -At least you know that's nothing new -Stop everything you're doing now -'Cause baby, you're awesome -So awesome -You look too good to be at work -You feel too good to ever hurt -I hope you ready for tonight -I'm gon cook, you'll be dessert -You can't be still -You gotta move, you gotta dance -I gotta live, I gotta love -I got a hope, I got a chance -Cause baby, you're awesome -You don't need to listen to your manager -You're way too hot for them to handle you -Baby, not for nothing -I know you're looking for something -And I've got it -Why you fallin' on me -Cause I'd rather do nothing with you -Than something with somebody new -Yeah, I'd rather do nothing with you -Than something with somebody new -Stop everything you're doing now -Cause baby you're awesome -Don't let nobody bring you down -You're so awesome -You're so out the park -You're so after dark -You're so sleepless nights, oh you feel so right -Oh, you nnannanaa -I know you must be tired -From running through my mind -Can I come inside? -Cause baby you're awesome -Also, I'm also awesome, also -I'm also awesome -Y'all know -And I'd rather do nothing with you -Than something with somebody new -Yeah, I'd rather do nothing with you -Than something with somebody new -Stop everything you're doing now -Cause baby you're awesome -Don't let nobody bring you down -You're so awesome -You're so out the park, you're so after time -You're so breaking ?, oh it feels so right - -Lyrics from Demo - -[Verse 1] -[?] live like I'm -[?] -Don’t make me screamin' oh, no, no - -[Chorus] -Aye, Ye, Ye, Ye, Ye -Aye, Ye, Ye, Ye, Ye -Aye, Ye, Ye, Ye, Ye -Aye, Ye, Ye, Ye, Ye -Aye, Ye, Ye, Ye, Ye - -[Verse 2] -No more messin' with the [?] -I got stuff tonight -I gon’ love tonight -Aye, Ye, Ye, Ye, Ye -Aye, Ye, Yе, Ye, Ye -...ayy, Ye, Yе, Ye, Ye -I can [?] -[?] the whole thing... -Aye, Ye, Ye, Ye, Ye -Aye, Ye, Ye, Ye, Ye -[?] -[?] -Aye, Ye, Ye, Ye, Ye -Aye, Ye, Ye, Ye, Ye -[?] -[?] -Aye, Ye, Ye, Ye, Ye -Aye, Ye, Ye, Ye, Ye -I never heard that -[?] -Aye, Ye, Ye, Ye, Ye -[?] -[?] holding back -Aye, Ye, Ye, Ye, Ye -[?] -Don't play [?] - -[Intro: Kanye West] -I spit it -I spit it so you could feel it -You know what I'm saying -I'm saying I put my personality into it - -[Verse 1: Kanye West] -These hoes is all the same -They all want a nigga hollering out "money ain't a thang" -'Bout pathetic as a player that lost his game -How a motherfuckin' hoe turn a pimp to a lame -See these sheets is like the street you gotta stay strapped up -Cause that's how these hoes'll get you wrapped up -Calling you later saying what she crying about -Put that bitch on now what she lying about -Talking about how she late and how she eat a lot -See she eat a lot cause she smoke weed a lot -Why all the bogus hoes want to front on K -Why the fine hoes can't have one on the way -I prolly tell her to keep it, it'll be our little secret -Boniquan now my shorty looking fine: Puerto Rican -As long as she don't flip it tell her man that we creepin' -What we doin' is all day -When I hang up it ain't called hate its called wait -When you get popped don't call me call Clayton -That's your man ain't it -That's the plan ain't it -When she told me it was mine I damn near fainted - -[Hook: Kanye West & Sample] -I told you that I want you -Let em put you on peep it though (That I need you) -I ain't even want to freak the hoe -I’m gonna leave my man today -I just stabbed the first time 'bout a week ago -Let em put you on peep it though (He told me it is so done) -I ain't even want to freak the hoe (So that you know now) -I got your baby on the way - -[Verse 2: GLC] -Now these hoes run gun I ain't finna say nothing -She tried to pop my pockets before I even got paid -Don't trip, this bitch was a whip -You could learn something from her but you might get burned from her -We smoked a couple of dimes I hit it a couple of times -Now she say she pregnant and its mine -I'm thinking she was lying by the looks on her face -But she started paging me like every single day -She said her man going away the judge gave him three -Must've thought she was gon' make a fool out of me -To bail this nigga out all she need was a G -Now she must've came to me so I had to change the beat -I said look hoe you must be crazy off that dope -That's when I snatched the rope then I kicked her on the floor -And all that shit I bought you bitch I want it back -You lied to me return of the Mac - -[Hook: Kanye West & Sample] -I told you that I want you -Let em put you on peep it though (That I need you) -I ain't even want to freak the hoe -I’m gonna leave my man today -I just stabbed the first time 'bout a week ago -Let em put you on peep it though (He told me it is so done) -I ain't even want to freak the hoe (So that you know now) -I got your baby on the way - -[Verse 3: Rhymefest] -All y'all niggas is new with it -I paid my dues with it -Gave hoes abortion loot they bought shoes with it -Say they pregnant who's is it -Tell 'em you did it -Forcing these niggas out of abortion cheese -Paid a couple of hundred now or later more than G's -[?] have a kid by a lame ass broad -I knocked up this girl I barely liked cause she bugged me -She ain't even cute, our baby prolly by ugly -And I ain't happen to have that baby and your stomach doing having that -How much it cost to get rid of it? I give you half of that -But I didn't know that she was on the pill -Needed the money for her hair and her nails -And her cell phone bill -Hoes'll get you its like getting robbed without a pistol -What up on a nigga -Come up on a nigga -Then you wait a month like you not the one cause she ain't got no proof -What happen nine months later when she was telling the truth - -[Hook: Kanye West & Sample] -I told you that I want you -Let em put you on peep it though (That I need you) -I ain't even want to freak the hoe -I’m gonna leave my man today -I just stabbed the first time 'bout a week ago -Let em put you on peep it though (He told me it is so done) -I ain't even want to freak the hoe (So that you know now) -I got your baby on the way -I just stabbed the first time 'bout a week ago -I told you that I want you -Let em put you on peep it though (That I need you) -I ain't even want to freak the hoe -I’m gonna leave my man today -I just stabbed the first time 'bout a week ago - -Look at that shit. They took my fucking stage off of SNL. Without asking me. Now I'm bummed. That and Taylor Swift, fake ass. Now I ain't gonna do this, we breaking the motherfucking internet. I went through six years of this fucking shit. Let's get to it bro. Let's get to it bro. - -Are they fucking crazy? Bro, by fifty percent. Stanley Kubrick, Apostle Paul, Picasso, fucking Picasso, and Escobar. By fifty percent, more influential than any other human being. Don't fuck with me. Don't fuck with me. Don't fuck with me. By fifty percent, dead or alive. By fifty percent for the next thousand years. Stanley Kubrick, Ye. - -[Verse 1: Kanye West] -Uh, uh, let's take it back to basics -When shit gets worse, we converse -How we need a new balance -Before the lines get crossed like Asics -Just look at what we got, if we don't shoot the Reeboks -This is a beat that no flow can detox, so the respect is due -Like my Louie bag, I don't wanna have to check you -I'm Chi as Buck-Fiftys and Pelle Pelle leathers -Some say my beats made the Bulls play better -I say, black on black is the hate that hate made -Sara Lee with the dough, I'm talkin' bout the cake maid -McDonald's with the flow, served over a billion -You've seen the video, words over the building -Uh, I wish I could give you this feeling -I wish I could give you this feeling -And when the Workout Plan ain't work out, man -Me and Common is back on the corners again -On the corner - -[Verse 2: Common] -Uh, yeah, uh, yeah, uh-uh, uh-uh -I open my eyes, the corner is like African tribes -The black is subsidized, the black enterprise, the passion arise -The youth fantasize, who got some cash in they eyes -If youth dies, mamas askin' rationalize -Tryna build a spot where ghetto bastards could rise -The ghetto has been bastardized by those that capitalize -Wonder if it's a plan that the master devised -To bring his people to a land where the blacks are despised? -On the corner - -[Chorus] -I won't, I can't feel my head now -I can't, I can't feel my head now -I can't, I can't feel my head now -I won't, come for [?] now - -Take it, [?] now -Rolling, [?] now -I can't, she can't feel her legs now -I know, [?] head now - -Rolling, back up off the ledge now -Hold up, back up off the ledge now -Hold up, back up off the ledge now -Hold on, I can't feel my legs now -Hold up, back up with my head down - -I'm out, shooting but my head's down -Hold up, back up off the ledge now -Hold up, back up off the ledge now -Hold up, back up off my ledge - -[Verse 1] -Brand new suit [?] -What I spend on it? -You don't gotta know that -Brand new rope -[?] -You don't gotta know that - -College [?] -They ain't paid off our loan -Niggas didn't know that -Can't get a job in the motherfuckin' market -[?] -And they show that - -[?] -Low on that Nasdaq -Illmatic, yeah wе gotta bring Nas back -[?] -Where they had that -Can't gеt my baby [?] -They ain't had that - -Toys R Us crowded as a motherfucker -[?] -[?] crowded than a motherfucker -[?] - -Pull up in the motherfuckin' -[?] -[?]bitch out! -Nigga's don't wanna [?] -Imma knock that bitch out - -[Chorus] -Hold up, I can't feel my legs now -Hold up, hurting from my head down -Hold up, something that he said now -Hold up, back up off the ledge now - -Back up off the ledge now - -[Verse 2] -And this is not my beautiful house -And this is not my beautiful spouse -Feet up all on that couch - -I'm trying hit till you get that ouch -I'm trying hit till you get that ouch -I'm talking trash like Oscar the Grouch - -(Aha-ha-ha-ha-ha) - -Motherfucker better watch your mouth - -[Intro] -This gon' be a sample right here -Okay - -[Verse 1] -Dun-dun-dun-dun -Base on it, based on uh -Based on it, it's dunno -Based on 'em, based on 'em -To my love it, runnin' from it -For that vomit, got me ballin' - -[Chorus] -Ooh, ooh, darlin' -Darlin', darlin' -Good Lord, darlin' -Dunna, darlin' -Good Lord, darlin' - -[Verse 2] -I love bumpin', I put some in -I got ball in, for the mornin' -I got movement on the fallen -Good Lord, darlin', little darlin' -Little ahh" -[?], rolling all in, threw me all (Yeahh) -Only want some 'til we out -If I pull up [?], they got -[?], they got -Dun-sum, [?] say that -Bun-dun that I knew from way back -Lights on, got a song, where that? -Had me done, como [?], where that? -Do I play on a stage, get right -[?], where that? - -[Chorus] -Uh-uh, little darlin' -Niggas startin', make it fallin' -On me, [?], uh, little darlin' -Make it fallin' for me -Little darlin', make it fallin' -Make it fallin' for me, uh -Little [?], make it fallin' -Make it fallin' for me, for me -[?] - -[Verse 1] -Didn't you know I was waiting on you? -Waiting on a dream that'll never come true -Didn't you know I was waiting on you? -My face turned to stone when I heard the news -When you decide to break the rules? -'Cause I just heard some real bad news - -[Verse 2] -People'll talk like it's old news -I played it off and act like I already knew -Let me ask you, how long have you known, dude? -You played it off and act like he's brand new -When you decide to break the rules? -'Cause I just heard some real bad news - -[Chorus] -Real bad news -Real bad news -Real bad news - -[Bridge] -Oh, you just gon' keep another, no, you won't -Oh, you just gon' keep it like you never knew -Oh, you just gon' keep another love for you - -[Verse 3] -Oh, you just gon' keep it like you never knew -While I'm waiting on a dream that'll never come true -Oh, you just gon' keep it like you never knew -My face turned to stone when I heard the news -What's on the news? -Channel cruise - -[Instrumental Outro] - -[Intro: Kanye West] -Woo, woo - -[Chorus: Kanye West] -Somebody -Gotta be the bad guy -I had a bad day at work -Don't wanna have a bad night, ayy - -[Verse 1: Kanye West] -Woo! Toppin' on like I'm Nina -Woo! Toppin' on, you gon' need one -Woo! If I say somethin' indecent -Woo! She gon' suck me off like a Capri-Sun -Haan? Fuck is you talkin' 'bout, bitch, you offendin' me -Checkin' 'em off when you niggas is into me -'Fore I go turn it out, I bet I can, ah -Jumpin' up off, you better get out -Doin' for something on that thing -Though I'm not in my feelings, man up - -[Chorus: Kanye West & Young Thug] -Somebody -Gotta be the bad guy (Hey) -I had a bad day at work (Thugger) -Don't wanna have a bad night - -[Refrain: Young Thug & Kanye West] -I ain't new to this shit, fuck-nigga -I'm trappin' from the other side -So get outta your seat, stand up (woo) -Stand up -A fuck-nigga hate me while his old lady participate -Please tell that lil' nigga man up (lil' nigga, stand up, woo) -Stand up (lil' nigga, stand up) -Stand up (hey, hey) -Hey, hey, stand up, stand up, stand up - -[Verse 2: Young Thug] -First of all, let me tell you somethin', boy -I don't give no fuck 'bout no niggas (Woo) -I don't give no fuck, I'm not givin' two fucks (Woah) -Roll up and pop one of these niggas (Blat, blat) -I do this shit for my woadies (Woo) -You do this shit for your shorty, you bitch -Shut the fuck nigga, fresh out of the bottle -The hood be callin', sell the plug -I'ma wipe a nigga nose, shatter like a picture -I'ma fuck his ho like these bitches up on this missile -I'ma get a whole lotta lead for these pistols (What?) -And my money long like the nose on a prince -But she gon' fuck, she write, no pen -But you know I'm gon' suspend her - -[Refrain: Young Thug] -I ain't new to this shit, fuck-nigga -I'm trappin' from the other side -So get outta your seat, stand up -Stand up -A fuck-nigga hate me while his old lady participate -Please tell that lil' nigga man up (lil' nigga, stand up, woo) -Stand up (lil' nigga, stand up) -Stand up (hey, hey) -Hey, hey, stand up, stand up, stand up - -[Chorus: Kanye West] -Somebody -Gotta be the bad guy -I had a bad day at work -Don't wanna have a bad night, ayy - -[Verse 3: Kanye West] -I might have to jump from the three-point line, uh -I can see you down up, ah, she straight lyin', uh -She might dumb it down up, but I know she nine -Throw it back up on it when I know she got it, uh, sheesh -Can't be my baby with no maybes -Can't roll it down up with my lady -You know that all these niggas still crazy -Been two months since I talked to Jay-Z - -[Part I: Bad Night] - -[Chorus: Kanye West] -Somebody -Gotta be the bad guy -I had a bad day at work -Don't wanna have a bad night, ayy - -[Verse 1: Kanye West] -Woo! Toppin' on like I'm Nina -Woo! Toppin' on, you gon' need one -Woo! If I say somethin' indecent -Woo! She gon' suck me off like a Capri-Sun -Haan? Fuck is you talkin' 'bout, bitch, you offendin' me -Checkin' 'em off when you niggas is into me -'Fore I go turn it out, I bet I can, ah -Jumpin' up off, you better get out - -[Chorus: Kanye West & Young Thug] -Somebody -Gotta be the bad guy (Hey, ooh) -I had a bad day at work (Thugger) -Don't wanna have a bad night - -[Refrain: Young Thug & Kanye West] -I ain't new to this shit, fuck-nigga -I'm trappin' from the other side -So get outta your seat, stand up (Woo) -Stand up -A fuck-nigga hate me while his old lady participate -Please tell that lil' nigga man up (Lil' nigga, stand up, woo) -Stand up (Lil' nigga, stand up) -Stand up (hеy, hey) -Hey, hey, stand up, stand up, stand up - -[Verse 2: Young Thug] -First of all, lеt me tell you somethin', boy -I don't give no fuck 'bout no niggas (Woo) -I don't give no fuck, I'm not givin' two fucks (Woah) -Roll up and pop one of these niggas (Blat) -I do this shit for my woadies (Woo) -You do this shit for your shorty, you bitch -Shut the fuck nigga, fresh out of the bottle -The hood be callin', sell the plug -I'ma wipe a nigga nose, shatter like a picture -I'ma fuck his ho like these bitches up on this missile -I'ma get a whole lotta lead for these pistols -And my money long like the nose on a prince -But she gon' fuck, she write, no pen -But you know I'm gon' suspend her - -[Refrain: Young Thug] -I ain't new to this shit, fuck-nigga -I'm trappin' from the other side -So get outta your seat, stand up - -[Chorus: Kanye West & Young Thug] -Somebody (Stand up) -Gotta be the bad guy (A fuck-nigga hate me while his old lady participate) -I had a bad day at work -Don't wanna have a bad night - -[Part II: Rap Tarantino] - -[Segue: Kanye West] -Yeah - -[Verse 3: Kanye West] -I'm always in them "I ain't never seen those" -750 color palette mean though -On my queen's toes, Valentinos -In the winter time wearin' spring clothes -Rap Tarantino, off a couple glasses of the Pino -Uh, they say Yeezy gon' sell out -I guess you right if you see how much I pre-sold -If they knew they was slaves, I coulda freed more -And really, what the fuck is freedom? -'Cause anybody thinkin' that we free dumb -Kids out here in the streets dyin' three young -So I keep my hoodie on like Trayvon -If I pull up on your block, the whole street run -This ain't nothin' new, though, it's a rerun - -[Intro: Kanye West] -Ayy, uh - -[Chorus: Kanye West] -Somebody -Gotta be the bad guy -I had a bad day at work -Don't wanna have a bad night, ayy - -[Verse 1: Tyga] -Woo! Told my wife I need a threesome -Woo! Be out all night until three somethin' -Woo! Yeezus Christ, I need three nuns -Woo! They gon' suck me off like a Capri-Sun -Haan? You see this coat? Mothafucka ask where I got the fleece from -Lookin' for the competition, I don't see none -They tell me be humble, tell 'em be somethin' -My two balls make her bust three nuts -Drink it out the bottle then I poured it on her D-cups (haan) -Ball so hard, went D1 -Jumped over the Jumpman, just stumped the tree stump (woo) -Breakfast at the SOHO, give her FOMO like a mofo -Ooh, say she want gold, though what would she do for some logos? -Black girl want me for my Benz -White girl want me for my skin -Yeezy Season resurrected again -Who you with when it's me verse them, haan? - -[Chorus: Kanye West] -Somebody -Gotta be the bad guy -I had a bad day at work -Don't wanna have a bad night, ayy - -[Refrain: Young Thug & Kanye West] -I ain't new to this shit, fuck-nigga -I'm trappin' from the other side -So get outta your seat, stand up (wooooo!) -Stand up -A fuck-nigga hate me while his old lady participate -Please tell that lil' nigga man up (lil' nigga, stand up, woo) -Stand up (lil' nigga, stand up) -Stand up (hey, hey) -Hey, hey, stand up, stand up, stand up - -[Verse 2: Young Thug] -First of all, let me tell you somethin', boy -I don't give no fuck 'bout no niggas (Woo) -I don't give no fuck, I'm not givin' two fucks (Woah) -Roll up and pop one of these niggas (Blat) -I do this shit for my woadies (Woo) -You do this shit for your shorty, you bitch -Shut the fuck nigga, fresh out of the bottle -The hood be callin', sell the plug -I'ma wipe a nigga nose, shatter like a picture -I'ma fuck his ho like these bitches up on this missile -I'ma get a whole lotta lead for these pistols -And my money long like the nose on a prince -But she gon' fuck, she write, no pen -But you know I'm gon' suspend her - -[Refrain: Young Thug] -I ain't new to this shit, fuck-nigga -I'm trappin' from the other side -So get outta your seat, stand up -Stand up -A fuck-nigga hate me while his old lady participate -Please tell that lil' nigga man up (lil' nigga, stand up, woo) -Stand up (lil' nigga, stand up) -Stand up (hey, hey) -Hey, hey, stand up, stand up, stand up - -[Chorus: Kanye West] -Somebody -Gotta be the bad guy -I had a bad day at work -Don't wanna have a bad night, ayy - -[Refrain: Young Thug] -I ain't new to this shit, fuck-nigga -So get outta your seat— - -[Verse 3: Tyga] -I might have to jump from the three-point line -I might take a piss on the Hollywood sign -She always bite her lips every time she lyin' -She bite her lips every time she say she mine (woo, sheesh) -Can't be my baby with no "Maybe" -I'm always more truthful when I'm angry -I can't go to dinner with my lady -This fame shit's crazy -Nigga got more whips than slavery -My shit in Barney's sellin' like it's Macy's -Been two months since I talked to Jay-Z, this fame shit's crazy - -[Intro: Mano] -Y'all niggas better not be coming around me with that fugazi no more, you know? Got that thang for your ass, you know? - -[Chorus: Kanye West] -Bad people, bad people -No bad people, no bad people - -[Verse 1: Kanye West] -I'm on my way to school, to shoot up the school -We gon' make the news, they gon' see the blues -They ain't listen then, bet they listen now -Hit em' with that uh, hit them with that blaow -Kissing you farewell for much too long, too much too long - -[Verse 2: Kanye West] -He on his way to school, to shoot up the school -We gon' make the news, they gon' see the blues -I'm just so confused, I don't want to lose -I was born to lose, everybody lose -They ain't listen then, bet they listen now -Hit them with the blaow, hit them with the uh, hit them with the blaow -I got off my meds, all these meds, everybody going to my heads -Kissing you farwell for much too long, too much too long - -[Verse 3: Kanye West] -Never good at sports, not good with the hoes -I have been exposed, 'till I overdose -But I know one thing they can't let go off, but I know one thing they can't let go off -Never good at sports, not good with the hoes -I have been exposed, 'till I overdose -But I know one thing they can't let go off, but I know one thing they can't wait to close - -[Instrumental outro] - -[Intro: Mano & Shahram Shabpareh] -Y'all niggas better not be coming around me with that fugazi no more, you know? Got that thang for your ass, you know? -(I'm gonna, I'm gonna, I'm gonna, I'm gonna, I'm gonna -I'm gonna have to leave you) - -[Chorus: Kanye West] -Bad people, bad people -No bad people, no bad people - -[Verse 1: Kanye West] -I'm on my way to school to shoot up the school -Daddy wants the goose, I'm over the news -Then he wants to listen, bet they listen now -Hit 'em with that, uh, hit 'em with that blaow -Back into their land for much too long - -[Verse 2: Kanye West] -On his way to school, to shoot up the school -We gon' make the news, they gon' see the blues -Daddy wanted that, I'm just so confused -I don't wanna win, I was born to lose -Throw about thе goose, everybody losе -[?] twos, [?] -I'm bidding you farewell, too much, too long - -[Verse 3: Kanye West] -They ain't listening, bet they listen now -Hit them with the baow, I ain't throwing down -I got off my meds, all this done [?], it's been going to my heads -Not real good at sports, knock it with the hoes -I [?], I ain't been exposed -[?] riddling till I overdose -Niggas [?] and they getting way too close -I don't wanna [?], all over the waltz -[?], I never make it to the bros -But I know one thing they can't [?] those -[?] one thing that's said and done -Missing you too well, for much too long - -[Verse 2: Justin Vernon] -[?] - -[Intro: Federico Vindver] -Every knee shall bow -Every tongue confess -Jesus is Lord, ooh-oh-ooh -Jesus is Lord - -[Chorus: Kanye West] -Every knee shall bow -Every tongue confess -Jesus is Lord -Jesus is Lord - -[Open Verse] - -[Chorus: Kanye West] -Every knee shall bow -Every tongue confess -Jesus is Lord -Jesus is Lord -Every knee shall bow -Every tongue confess -Jesus is Lord -Jesus is Lord - -[Outro: Federico Vindver & Kanye West] -Every knee shall bow -Every knee shall bow -Every tongue confess -Every tongue confess -Jesus is Lord -Jesus is Lord -Jesus is Lord -Jesus is Lord - -[Verse 1: Kanye West] -It's what you all been waiting for, ain't it? -What people pay paper for, damn it -They can't stand it, they want something new -So let's get reacquainted, became the hood favorite -I can't even explain it, I surprise myself, too - -[Chorus: Kanye West] -Life of a Don, lights keep glowin' -Comin' in the club wit' that fresh shit on -Wit' somethin' crazy on my arm, uh-huh-hum -And here's another hit, Barry Bonds -[Refrain: Kanye West] -We outta here, baby! We outta here, baby! -We outta here, baby! - -[Verse 2: Kanye West] -Dude! Fresh off the plane—こんにちは, bitches -Turn around another plane, my passport on pivot -Ask for it, I did it—that asshole done did it -Talked it, then he lived it, spit it, then he shit it -I don't need writers, I might bounce ideas -But only I could come up with some shit like this -I done played the underdog my whole career -I've been a very good sport, haven't I, this year? -They say, "He goin' crazy and we seen this before" -But I'm doing pretty good as far as geniuses go -And I'm doing pretty hood in my pink polo -Nigga, please, how you gon' say I ain't no Lo-head? -'Cause my Dior got me more model head? -I'm insulted, you should go 'head -And bow so hard 'til your knees hit your forehead -And the flow just hit code red -Top five MCs, you ain't gotta remind me -Top five MCs, you gotta rewind me -I'm high up on the line, you could get behind me -But my head's so big, you can't sit behind me (Sit behind me) - -[Chorus: Kanye West] -Life of a Don, lights keep glowin' -Comin' in the club wit' that fresh shit on -Wit' somethin' crazy on my arm, uh-huh-hum -And here's another hit, Barry Bonds - -[Refrain: Lil Wayne] -Yeah, yeah, we outta here, baby! -What? What? We outta here, baby! -Ayy, Mr. West, we so outta here, baby! -And me? I'm Mr. Weezy Baby, yeah! -[Verse 3: Lil Wayne] -I'm so bright, not shady -My teeth and my ice so white like Shady -Ice in my teeth so refrigerated -I'm so fuckin' good like I'm sleepin' with Meagan (Ha!) -I'm all about my Franklins, Lincolns, and Reagans -Whenever they make them, I shall hayve them -Oops, I meant "have them"—I'm so crazy -But if you play crazy, you be sleeping with daisies -I'm such a hayvoc—oops, I meant "havoc" -And my drink's still pinker than the Easter rabbit -And I'm still col' like Keyshia's family -Stove on my waist turn beef to patties (Bow!) -And I ate it 'cause I'm so avid (No homo) -And I don't front and I don't go backwards -And I don't practice, and I don't lack shit -And you can get buried—suck my bat, bitch (Ha!) - -[Refrain: Kanye West & Lil Wayne] -We outta here, baby! -We outta here, baby! -We outta here, baby! -Swag at a hundred and climbin', baby, yeah! - -[Chorus: Lil Wayne] -Life of a Don, lights keep glowin' -Comin' in the club wit' that fresh shit on -Wit' somethin' crazy on my arm, uh-huh-hum -And here's another hit, Barry Bonds - -[Intro] -Oh, oh -Oh yeah, we gonna kick this shit off right here -Set it on, baby -Yeah, yeah -Ayy, Kanye - -[Instrumental] - - - - - - - - - - - diff --git a/static/code/python/kanye-rnn/kanye.py b/static/code/python/kanye-rnn/kanye.py deleted file mode 100644 index 2e90d4ef..00000000 --- a/static/code/python/kanye-rnn/kanye.py +++ /dev/null @@ -1,24 +0,0 @@ -import numpy as np -import pandas as pd -import tensorflow as tf - -from tensorflow.keras.models import Sequential -from tensorflow.keras.layers import LSTM, Dense, Embedding -from tensorflow.keras.preprocessing.text import Tokenizer -from tensorflow.keras.preprocessing.sequence import pad_sequences - -import lyricsgenius - - -secret_token = "Cfk9JIHU4uWrbX51iN5K2KumyMCRO4usTv7P5c4YiF9woY0z9gtsgZhNYQzaUdTG" - -# Initialize Genius API -genius = lyricsgenius.Genius(secret_token) - -# Fetch Kanye West's songs -artist = 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