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October 11, 2019 03:14
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{ | |
"cells": [ | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"# 0. 단층 퍼셉트론의 한계\n", | |
"- 퍼셉트론은 선형 분류는 가능하지만, 비선형 분류는 불가. (ex. XOR)\n", | |
"\n", | |
"\n", | |
"- 따라서 비선형 분류가 가능한 모델이 필요.\n", | |
"\n", | |
"\n", | |
"# 1. ANN(Artificial Neural Network): Multi layer Perceptron\n", | |
"- 층이 여러개인 퍼셉트론. 층을 거듭 쌓음으로써 비선형적인 표현이 가능하다.\n", | |
"\n", | |
"\n", | |
"- 여러개의 layer로 쌓으면 분류가 가능하지만, 그 파라메터를 구하는 것이 불가능.\n", | |
" - **\\* back propogation**: 결과로 나온 오류(Cost)를 앞으로 다시 전달하면서 W와 b를 train시키는 것으로 해결. \n", | |
" \n", | |
" \n", | |
"- 레이어의 수가 증가 -> 기준선이 증가. \n", | |
" - 간단하게, 어떤 것들을 분류하는 잣대의 개수가 증가한다고 보면 된다.\n", | |
"\n", | |
"\n", | |
"- 유닛의 수가 증가 -> 기준은 1개인데 그 안에서 디테일이 더해지는 것.\n", | |
"\n", | |
"\n", | |
"- 히든 레이어의 노드 수는 보통 input 노드와 비슷하게 잡는 것이 좋다.\n", | |
" => 차원이 급하게 감소되면 그만큼 정보손실이 심할 수 있다.\n", | |
"\n", | |
"\n", | |
"## 2.2 다층 퍼셉트론의 과정\n", | |
"1. 0층의 두 뉴런이 입력 신호를 받아 1층으로 신호를 보낸다.\n", | |
"\n", | |
"\n", | |
"2. 1층의 뉴런이 2층의 뉴런으로 신호를 보내고, 2층의 뉴런은 y를 출력한다." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
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\n", | |
"text/plain": [ | |
"<IPython.core.display.Image object>" | |
] | |
}, | |
"execution_count": 2, | |
"metadata": { | |
"image/png": { | |
"width": 400 | |
} | |
}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"from IPython.display import Image\n", | |
"Image('./image/ann.PNG', width=400)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## 2.2.1 3층 퍼셉트론 구현" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 8, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"(2,)\n", | |
"(2, 3)\n", | |
"(3,)\n", | |
"A1.shape = (3,) , A1 = [0.3 0.7 1.1]\n", | |
"Z1 = [0.57444252 0.66818777 0.75026011]\n", | |
"\n", | |
"(3,)\n", | |
"(3, 2)\n", | |
"(2,)\n", | |
"A2.shape = (2,) , A2 = [0.51615984 1.21402696]\n", | |
"Z2 = [0.62624937 0.7710107 ]\n", | |
"\n", | |
"output.shape = (2,) , output = [0.31682708 0.69627909]\n" | |
] | |
} | |
], | |
"source": [ | |
"import numpy as np\n", | |
"\n", | |
"def sigmoid(x):\n", | |
" return 1 / (1+np.exp(-x))\n", | |
"\n", | |
"\n", | |
"# 1층\n", | |
"X = np.array([1.0,0.5])\n", | |
"W1 = np.array([[0.1,0.3,0.5], [0.2,0.4,0.6]])\n", | |
"B1 = np.array([0.1,0.2,0.3])\n", | |
"\n", | |
"\n", | |
"print(X.shape)\n", | |
"print(W1.shape)\n", | |
"print(B1.shape)\n", | |
"\n", | |
"A1 = np.dot(X, W1) + B1\n", | |
"Z1 = sigmoid(A1)\n", | |
"print(\"A1.shape = \",A1.shape,\", A1 = \",A1)\n", | |
"print(\"Z1 = \",Z1)\n", | |
"print()\n", | |
"# 2층\n", | |
"W2 = np.array([[0.1,0.4], [0.2,0.5],[0.3,0.6]])\n", | |
"B2 = np.array([0.1,0.2])\n", | |
"\n", | |
"print(Z1.shape)\n", | |
"print(W2.shape)\n", | |
"print(B2.shape)\n", | |
"\n", | |
"A2 = np.dot(Z1, W2) + B2\n", | |
"Z2 = sigmoid(A2)\n", | |
"print(\"A2.shape = \",A2.shape,\", A2 = \",A2)\n", | |
"print(\"Z2 = \",Z2)\n", | |
"print()\n", | |
"# output\n", | |
"W3 = np.array([[0.1,0.3], [0.2,0.4]])\n", | |
"B3 = np.array([0.1,0.2])\n", | |
"\n", | |
"output = np.dot(Z2, W3) + B3\n", | |
"\n", | |
"print(\"output.shape = \",output.shape,\", output = \",output)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
" " | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"### 1.1 Back Propagation\n", | |
"\n", | |
"편미분을 이용하여, Forward Propagation을 통해 얻은 오류(cost)를 다시 역으로 보내어 W, b를 train시키는 방법이다." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<IPython.core.display.Image object>" | |
] | |
}, | |
"execution_count": 2, | |
"metadata": { | |
"image/png": { | |
"width": 500 | |
} | |
}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"from IPython.display import Image\n", | |
"Image('./image/back_01.PNG', width=500)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
" " | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"### 1.2 Back Propagation의 과정\n", | |
"\n", | |
"1. 가장 먼저 제일 마지막에 있는 노드를 계산. a가 f 미치는 영향(f를 a로 편미분한 값)을 계산!\n", | |
"\n", | |
"\n", | |
"2. 그렇게 계속 뒤로 나아가며 계산해 나간다.\n", | |
"\n", | |
"\n", | |
"3. 마지막으로 가장 처음 노드로 왔을 때 (f를 g로 편미분한 값을 알고 있다.) x가 f에 미치는 영향을 계산해낸다. (노드의 operation이 뭔지 아니까 가능한 계산) \n", | |
"\n", | |
"\n", | |
"**\\* tensorflow에서 activation function이나 cost function을 호출하면 이것에 대한 그래프가 생성된다(tensorboard에서 볼 수 있다).** \n", | |
"\n", | |
"\n", | |
"**\\* 이것은 back propagation의 미분 값을 구하기 위함이다.**" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<IPython.core.display.Image object>" | |
] | |
}, | |
"execution_count": 3, | |
"metadata": { | |
"image/png": { | |
"width": 500 | |
} | |
}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"from IPython.display import Image\n", | |
"Image('./image/back_02.PNG', width=500)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"# 2. XOR with Binary Classfication" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"WARNING:tensorflow:From C:\\Users\\helov\\Anaconda3\\lib\\site-packages\\tensorflow\\python\\framework\\op_def_library.py:263: colocate_with (from tensorflow.python.framework.ops) is deprecated and will be removed in a future version.\n", | |
"Instructions for updating:\n", | |
"Colocations handled automatically by placer.\n", | |
"0 0.7051643\n", | |
"2000 0.6931472\n", | |
"4000 0.6931472\n", | |
"6000 0.6931472\n", | |
"8000 0.6931472\n", | |
"10000 0.6931472\n", | |
"12000 0.6931472\n", | |
"14000 0.6931472\n", | |
"16000 0.6931472\n", | |
"18000 0.6931472\n", | |
"20000 0.6931472\n", | |
"[[0.5]\n", | |
" [0.5]\n", | |
" [0.5]\n", | |
" [0.5]] [[0.]\n", | |
" [0.]\n", | |
" [0.]\n", | |
" [0.]] 0.5\n" | |
] | |
} | |
], | |
"source": [ | |
"import tensorflow as tf\n", | |
"\n", | |
"x_data = [[0,0],[0,1],[1,0],[1,1]]\n", | |
"y_data = [[0],[1],[1],[0]]\n", | |
"\n", | |
"X = tf.placeholder(tf.float32, shape=[None, 2])\n", | |
"Y = tf.placeholder(tf.float32, shape=[None, 1])\n", | |
"W = tf.Variable(tf.random_normal([2,1]))\n", | |
"b = tf.Variable(tf.random_normal([1]))\n", | |
"model = tf.sigmoid(tf.matmul(X,W)+b)\n", | |
"cost = tf.reduce_mean((-Y)*tf.log(model) - (1-Y)*tf.log(1-model))\n", | |
"train = tf.train.GradientDescentOptimizer(0.1).minimize(cost)\n", | |
"\n", | |
"predict = tf.cast(model > 0.5, dtype=tf.float32)\n", | |
"accuracy = tf.reduce_mean(tf.cast(tf.equal(predict,Y), dtype=tf.float32))\n", | |
"\n", | |
"# Session\n", | |
"with tf.Session() as sess:\n", | |
" sess.run(tf.global_variables_initializer())\n", | |
" for step in range(20001):\n", | |
" cost_val, _ = sess.run([cost, train], feed_dict={X:x_data, Y:y_data})\n", | |
" if step % 2000 == 0:\n", | |
" print(step, cost_val)\n", | |
" \n", | |
" m, p, a = sess.run([model, predict, accuracy], feed_dict = {X:x_data, Y:y_data})\n", | |
" print(m, p, a)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"# 3. XOR with ANN" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"0 0.705705\n", | |
"2000 0.6877259\n", | |
"4000 0.26639548\n", | |
"6000 0.054743905\n", | |
"8000 0.02695873\n", | |
"10000 0.017539456\n", | |
"12000 0.012914408\n", | |
"14000 0.010189449\n", | |
"16000 0.008400526\n", | |
"18000 0.0071390048\n", | |
"20000 0.006202925\n", | |
"[[0.00129041]\n", | |
" [0.99456275]\n", | |
" [0.99432945]\n", | |
" [0.01230368]] [[0.]\n", | |
" [1.]\n", | |
" [1.]\n", | |
" [0.]] 1.0\n" | |
] | |
} | |
], | |
"source": [ | |
"import tensorflow as tf\n", | |
"\n", | |
"x_data = [[0,0],[0,1],[1,0],[1,1]]\n", | |
"y_data = [[0],[1],[1],[0]]\n", | |
"X = tf.placeholder(tf.float32, shape=[None, 2])\n", | |
"Y = tf.placeholder(tf.float32, shape=[None, 1])\n", | |
"\n", | |
"# one hidden layer\n", | |
"W_h = tf.Variable(tf.random_normal([2,3]))\n", | |
"b_h = tf.Variable(tf.random_normal([3]))\n", | |
"H1 = tf.sigmoid(tf.matmul(X,W_h)+b_h)\n", | |
"\n", | |
"W_o = tf.Variable(tf.random_normal([3,1]))\n", | |
"b_o = tf.Variable(tf.random_normal([1]))\n", | |
"\n", | |
"model = tf.sigmoid(tf.matmul(H1, W_o)+b_o)\n", | |
"cost = tf.reduce_mean((-Y)*tf.log(model)-(1-Y)*tf.log(1-model))\n", | |
"train = tf.train.GradientDescentOptimizer(0.1).minimize(cost)\n", | |
"\n", | |
"predict = tf.cast(model > 0.5, dtype=tf.float32)\n", | |
"accuracy = tf.reduce_mean(tf.cast(tf.equal(predict,Y), dtype=tf.float32))\n", | |
"\n", | |
"# Session\n", | |
"with tf.Session() as sess:\n", | |
" sess.run(tf.global_variables_initializer())\n", | |
" \n", | |
" for step in range(20001):\n", | |
" cost_val, _ = sess.run([cost, train], feed_dict={X:x_data, Y:y_data})\n", | |
" if step%2000==0:\n", | |
" print(step,cost_val)\n", | |
" m,p,a = sess.run([model, predict,accuracy],feed_dict= {X:x_data, Y:y_data})\n", | |
" print(m, p, a)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## 3.1 XOR with keras for Deep ANN " | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"4/4 [==============================] - 0s 13ms/step\n", | |
"\n", | |
"Loss: 0.0006929007358849049\n", | |
"Accuracy: 1.0\n", | |
"_________________________________________________________________\n", | |
"Layer (type) Output Shape Param # \n", | |
"=================================================================\n", | |
"dense_5 (Dense) (None, 5) 15 \n", | |
"_________________________________________________________________\n", | |
"dense_6 (Dense) (None, 3) 18 \n", | |
"_________________________________________________________________\n", | |
"dense_7 (Dense) (None, 3) 12 \n", | |
"_________________________________________________________________\n", | |
"dense_8 (Dense) (None, 1) 4 \n", | |
"=================================================================\n", | |
"Total params: 49\n", | |
"Trainable params: 49\n", | |
"Non-trainable params: 0\n", | |
"_________________________________________________________________\n" | |
] | |
} | |
], | |
"source": [ | |
"import numpy as np\n", | |
"from keras.models import Sequential\n", | |
"from keras.layers import Dense\n", | |
"\n", | |
"# Data\n", | |
"x_train = np.array([[0,0],[0,1],[1,0],[1,1]])\n", | |
"y_train = np.array([0,1,1,0])\n", | |
"\n", | |
"# Model\n", | |
"model = Sequential()\n", | |
"# Dense(number of hidden layer, input_dim, activation functino)\n", | |
"model.add(Dense(5, input_dim = 2, activation='sigmoid'))\n", | |
"model.add(Dense(3, input_dim = 5, activation='sigmoid'))\n", | |
"model.add(Dense(3, input_dim = 3, activation='sigmoid'))\n", | |
"model.add(Dense(1, input_dim = 3, activation='sigmoid'))\n", | |
"\n", | |
"model.compile(loss='binary_crossentropy', optimizer='adam', metrics=['accuracy'])\n", | |
"# verbose=1, show the progress for train\n", | |
"\n", | |
"model.fit(x_train, y_train, epochs=10000, verbose=0)\n", | |
"\n", | |
"loss, accuracy = model.evaluate(x_train,y_train)\n", | |
"print()\n", | |
"print('Loss: '+str(loss))\n", | |
"print('Accuracy: '+str(accuracy))\n", | |
"model.summary()" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
" " | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"# 4. Tensorboard를 이용한 그래프보기\n", | |
"\n", | |
"tf.name_scope를 이용해 내용을 레이어별로 정리해주면 그래프를 그릴 때 더 보기 효율적" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/jpeg": 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qXfFr/rGZ1/6+f/CmokbbU84ltCSpayEpSPUk1jtH/wDNPvfueh0M0ui9mb/sj/2o7iPBDfH774a8RdkLK3GWlx+pX91Dikp/4AVPCvsn9FRP4WcHkcd8E4pZZaPLltxQ68j+6tZKyP1dWqlhX2T+iv0nZlKOBBS1pH8S9M4mHi9JbRPB/S5yrutnXb4YfEXH4mu/MVpd44zvLlO53c3/AGzGbJ7bHTtQHQpfWNK7b1r4irJ5v4grhI8MOb8h49jt6w+62qG+uNEym2CO+HEAELLRUdpO+3fvo1hvBJh98xGLy0m92ibaTOzq5TIomMKa89hZT0uI2PeSddiOxrfPFpYrjk3ht5DtdpgyLlcpdoeaYiRWy466sjslKR3J+4VttDawctd1eyPIwkni56bz9yH4nOPK/G3DD3LWfzrNdIN0t0b6oxC2wCy83MfUlLKFyCo9fV1dx0jXwr15fn3iK4Tw48m5dc8WyTGoyW5N3xa225bD8GOojrU1IKyXFIB9FJG9Vt3LHC1+5R8I9ixu1tpiZXbIluuEKPM22Pao3Q4G17+zspKe/pUf8o8pcj+IPiydxZaeIsqxnKLyyi33W63phDVsgtkgPONv9R87sDoJHfdaYjanJQWaeXKvmr4KjPDpwg56NZ9/zQ2TkbnXkm9eIPFME43ftLVsyLF1XdM+6Ri6iGesaeISQV+6dBGwNmsFiPJ3iEv/ACVl/Di7ti6cksTLM9Wcm2K8gx3U7QgQwvXmdXbuvWgfWtqsnGd2xfxfYW8xbZjuPWrA12s3TyVeQHUup0gr1oKIG9etZrjnFbzA8ZXLF8k2uWxZp1ntjUWe4ypLL60BXWlCyNKI+IHpWaq0lo9/0cq9kG5U29Vu+qjfuzI+FblrLeQIea49nQgPZTh95XaJU+2tltiYAkKQ6EEnoJB7jdTottDn2kpVr5jdV78M2K3nH+UOdpdztcu3xbnlHtMJ6SypCJLXkpHW2SPeTvtsVYepTcoRk9Wl50TpKS5N+5UvwYMoVyz4kdoSf/q2c9R/sCtT8WGet8Z+NXhG+rx+9ZKhiz3ZH1bj0P2qWvqQE7S3sbA3s9+wqRvCVh98xnk3n6XdrRNtsa6Ze5KgvSmFNpktFA/rGyR7yfvFfnlXD77cvHFwxkES0TZNjt9ouzUy4tMKUxHWtvSErWBpJUfTfrVsO97Cz4f/AEZpiVeN3v8A7jb+KfErF5TypFlb4yz/ABZZaU77fkdh9kijpG+nzOs+8fgNVKuYZPDwrFbtf7gSmFbYrkt4j16UJKj/AN1ZitX5Qw9rkDjvJMbedDDd1t70Quq9EdaCNn9G6piNqD3NaKwXW62hV+ByR4j8j4zk8u2+RizFgeguXGFhLsFZkqi9JUhSpXV2d6fe6ekp32rG37xPcor4W8O96sBtsjKc/mMw5wlRv6glxpR6tDukJUATr4DVcWFzTyJgPh5nccTeKMik5bZ7G9ATfGkN/UbzKGykSfaursCgdXQAT8KxOC4hfr9wz4NZMC0TZrVsuMWVPcYYUtMVryFjrcIHup2R3PzroUYu0v070K7nvX+5lKTjh3L9VS9Eia8syHnLAcSx3Hm5dnyvMb1cHGn8pNsVFtlpigdXmOthZ2r4JBUOo1qGBc7cg4P4isX4zzfN8T5EYyWPKcal2GIIcm3utI6wlxtLiwUqAIBPff6K5XjXxK/XrKuPLnMxW959xhAck/0hxrH1FT761IAZcU0lSS6lJ37u6jPG8BkSvEzw1lGIcHzOOMDt65zDr71vQzNW45HISuQ231FtsEBIK1epPpWeE7knLm16ZeunM0nlFrsvxNywXkvxB85ZPyNa8WvWO4tasXyGRb2LtcrYZS5YTopYDYUkJCQe7hJJJ9O1aX4hebbxyv4IuSY+Q22PBzXFr3GtF2iRFEsrfblMlK2ye4StJSRv03XJ8P8AzfkXFeU8zsq46yLMbE9mkz2SVi8dMl1t8hPU282VJKU+hC+47nfpXozzgvOnPCjyrdJ+OyTmmd5JHvq8fgJMl2K37QyENno3tSW0dStenf5Vk1eEuW7F+PV+1mmC6xVeu8+6s/29jcc15U524KxbHORcpueMTsNkSYUWfisO3rRIgtPqS2FJklZLi0lQ2CkD1q5raw4hKh6Ebqsvjjw6+5h4XkWix2ibd7p7dal+xwmFOu9KJLSlnpSN6ABJ+WqlK+8sScb5cxDBlY5LkRL7DfkfXgXpiO40nflEdPdRHf7Q/RXTKmu3ea8KT/JzLqqMnyV+dG8ZHfYuL2C43earoiQY65Lp+SUpJP8A3VT+NnviB5T4kuvJ9ufxqPiNwgSH4WFOwl+1vQ+lQSsy+r3XSnuB0kb1Vtc5xhrNcNvdgeV0NXOG7EUofALSU7/41UDD+RuT+KuFVcPv8SZLes0tdvdtdvvEFlCrPKaAKW31SCr3D0kEo0TsarknbU+dZet/b1OmP6o8rz9K+/ocDjfnW88ZeFjgDEcQYt72a5hD9lgu3ZfTFhtNgqdfc0QT0j0TvuakHG+YuR+JuUsRxbkvJcbzmzZc+uHCvViiCG5ClhPUlpxoLWFIUNgK3vdQxkHhfvGU+Hrw/wB6vOAuZi/hsVbV7wuYCxIkMOjSigEpIcQQFBJ1utg4g4kwO9cuYxPwLwwS8Ig218yZ2RZdHdgvRlJ+wIzXmq8xRP8AaPu11y62NJ/7nfd848/I5Et3Bily9fnDkSOrkvmLnnOcxh8W3ewYbi+KzzbDcbvblTnrnKQAXEpT1pDaAT09Xc73WA5B5vz1jBuKncsxKBZsnf5Ah2G4NT4CX2HUdax7TF8wEo6gAUrHcbNe3ErzlXhFzLPbRK45ybNcVyG9PXuz3LFIiZakLf7uMvoKgUaXs9Xpo1ieVrRy3yZiHFN2yrGXWbknkiDck2i3sea5a7alS+kyFI2Ngd1K9BuqbPnLDvTq332r++WlG09Zf9Vd1Ovt4m+5Hydyny3zHlOF8V3Wx4racQ8lq6Xq7wFTlyJTiQvyG2wpISkJI2re+9R/wTyXd+Osw8TOX8hQGIdysTkV+c3b1FTUjy4vura6u4C+2gfQnW+1bK85k/hb505ByBvBL/m+FZw8xcUPYxHEqVDmJbDakONFST0EJBCgdDvWs4JxnnHOcbxIxctxiZhC8zbYatTc5PUEtiPpsqUPdUoEAqAJ1vXwrlle6nDXdfn807MzXq71S0teRyWOX/EA5x4OWF37CEWgxPrQYAI59pMTXX0+1+ZvzfL766db7VbDjjOoHJeB2HKrZv2C7w2pjQV6pC0g9J+8eh/RXXZZuFMGseJRcYung+ut05Njx0xjKbaUbNKeSOnz1Sw8AlKtdRGtjeq7C+KcWThXHGPWUWmDYzDhobVbbapSo8ZWtqQ2VEqKQSRs+tddKnWl5evnwOe5Wr1zv08OZD+Pc+3uw5XzpZ8vfjqGGtpu1sWhoNlcBbBWnq19ohaVJ38ajzhnxdZfcfCvnuW5w3GbzvHXC0iM0wEJWp9ttcIdA+KvNQNfHvXC8bfF+aXPlLHpWGWOZc4GbQkYtkL8JlShEjiS26H3CB2SEeanZ7e8a9fI3BWUSfFzYrParM//AJNL4m33i9TG2leQh+3hSWmlKHu7US12PqEVlhpyik+PV7q1fivU1m1F2uHW77yrzsx+ZSeT1+LjjSLZV2o5xOwJxFxuk9gmLDUXEF10NJI6j1dgnY9alHjLlbkrH+VMt4u5Km2fJLhEsP15br7a4RioebJUhTbjBUoAgj59xWVu+L3Y+ObHr+m2SvqJrD5MRdxDR8hLxfQQ2V+gUQCdetcK+YhfH/GNer43aZi7M5gqoaJ6WFFlT/mqPlhetdWu+vWqTk1GKS13/wD7NfYrBVKV8N3x/Sn9zQ+PvE9f7F4QON71bbHaZec5dcV2i1W6LGTDgpeVJdT5im2wAlCUoKiE+vf51IWM3bn7jvPseh5u/aeQcYvri2JEvH7UqI7ZV9PUlS/fUFtE+6VHR9KhTB+Dc8a8IXDNztmPSE5zgV4dvAx+4JMZ6Q0ZDwcaHXrpWpte07+6prsfO/I/LuaY5bMX44yHCbJHkFzIrnmEBMceUE/6GMnqJcUpWvfHYCurEr6s0v7n5Uv3zKr9K5V62/tRBXhdic25FifIbPHt6x/EbTAzK7LTJu1vVNduLpd2psDqSGkDsOr3jsn5Varwt8w3HnDh22ZJeYLNuvQefgz2I5JaD7Lim1FG/genf661LwWYpesS46zOLerVMtUmRl12lMtTGVNKcaW6ChxII7pUPQ/Gvd4HcVvOH8KPQL5a5domm+3J4R5rKml9C5ClIVpQ3oggg/GsYumo8N1eeS+Ijha/uflmRh4ysd5EuniL4POLZhbbE0/PkNW9Eu0iSY0kR3C46s9Y60qRpIT20e+62rPeaeQ8x5fuPFvHd9x/GZWOwGJF9ym9xg+kPujaGWY/WkEkDqJJ7Aiv34y7nMwrM+H87as02/WvGry8/cIlrSlyWGnI62wpDZUOrSlDfeq/8t4bxirxD37kDK+Pk8uYtlkGM6mNbVpdudplNoCCj2cOoK0qT070Tog1l9SEVGEpLV8ePA7Y7Nj4u9iQw28lTSvjn88SwGGeIvLokblLCstkWeXneI2Jy9QrxaEai3GOW19DvlEnoUladKTsjvUe47y94kss8OUDmSPeMTt0KJajcncfkWxTjlybbSStwvBYDRUEqISlJ0Nd65nEHEVsYxLla94hwY3xharhjsmBahI8z63uJU0okLZ61BCSrpAT9omt7wDDL9C+j1YxmRZ5rOQjC3Yhta2FCSHjHUA35eurq2QNa3Wkm1GT4pLzz4eVmUUqiuDk/Klx77MTyt4srycO4gdxufZ8LXyFGEn+kmRNl2HbR5SVhHT1JClqKtJCiB2Nbdx7yHyZgsHKpvJU+w5hidptRukbLsebTGDykglbC4/WrR0NhQOu/wDhGRseZYv4c+E4V14zGeYdDsbMXKcVdtyHbmwsMJCHGm3NHqQQQUjSu9anxV4fXc1zPL0YLhGScScV3jGZVslWjIypn2qc72Q43FK1FsI9Srff0rTFW7PEjDnKvDT9mtTGP6YOXZfnn+5v9gzfxLci4A1ypY52KWizSIyrjAwmVbluvyY2upAcldYKHFJ76CdAmuPyJ4vMuyPAuDr/AMasQos3PLwbXJh3RvzUML8pzrSSO/uOIJ7evTr4168J5l5Q4x4lh8YTuHMpu2e2uB9VQ7nb2W12aV0p6G31SSoBsEaUUkb+FYM+HbJuMsc8LeOt26Rd5ViypVwvcmAypxmKp1p5bi1KA91AW5rqP3VeMYSxN1fptV3Z36VfIq3LduX6qd+WXrpzNw5c5g5R4RtWDYnf8zxhvJcpuEhhebT7WY9tgNIQFIQWfM0XFHsNqAPepK4KvHLIyKfa84uOP5pj3siJEDLbA2mMHHSdKZcY61a7dwodv/k4HipTkjSMbfbwKNyZgKXXUZFj6Ibcib0lP9W9HSs9yk72kdzvsaiTwu8YvW/n5zJuPsCyXini/wCqnGZ1myLqjidMUodCmopWvy+kbJXvv6Vlh5t32+2X7NasviZRVdnv8y5FhfE9leW4FwxfsmwtTRvFnSictl1gOh6OhQU8gA/EoCtH4GtS5i59uMfjXj6Vgb7DmRZ1PhRbWtxvzUIbc0484U/EJbCz+nVTzdLbHvFtlQJTaXo0lpTLrahsKSoaIP6jXX/4aIww7mG52zOrlGh43xEqZZrC8+6CZLkhwrCkpHcluP0I0ASOqqJpSam6WvgtV45LxZtHDni0sKLctKSttvTLszJlufKPK/NPKGW4hxZdbJidnw91uDcsju8AzlyppSFLabZC0hKUg9yTvdYV7xP57YONearJkse2wuT+PbYZrc6E2VQ5zS2ypmQltXpvXdJPatIw/nWD4duYuTJsOzXTNcHy64C+R5ViY3KiSlJCXWlsvFslJIBCkk6rPWHh/M+eLHzrnV1tgxyXn9mTZ7BaH30OOtRmm1BC3SklKVLUd62dVhHFji4d4bvq59/Z45VyzOzF2PG2TFS2nDlFbyq01avt7PUlnlPmLJMU8Glx5Ht78dGTs44i5odWwFNecW0qJ6PTWz6VL+AXiTkODY/dJikqlzbexIdKRoFa20qUQPh3NUd5IznkjPvCHd+K7bw3lsDKYdjTb7g/OjJEIpbQAr2ZaVFUhSgnSQlPqe5q7XGUR628cYvFlNLjSWbZGbcadHSpCg0kEEH0INeg1Hdm1zVd1M8tJpQvWnfoQTYfEdf7DZufGcsejru2Ay3nYRbZCPMhrZDkZRSPUk7H36rUOOvFnmUvwfZDluTIio5MtUtyzmM2wEoM1a0pjjyx8w42dVpXjLsE1PP1nRY3GHcczyPDtWUyWXU9MJEWUlzzXSD2BbKkd/vrDZFKs7Xi9KWrnGPEs24Q8rmSo6VLR7fHYLSGehIJPUtLaz217orhjjYSiliTSvLXTd1fir8T1I9H7Zi9bAwZSrPKLd3ovB+hYvkLMOZZN8smH43ItOLFuztzbxnF9gl6KZJ0Cww11JSpW9qOz2GqwHA3iGzC8ZtyRx9lN+x3LrtjFsbuMXIseb8tp8LSraHGgpQStKkjsD8airOr3jfKHiWu98zHGrpybxym2R2rHBjNOFuFJTvzSqOooCio9+o70O2q9vFFkvWJ83ci5Pb+Jp+OYxfbC1a7VbLNbFJLYQFbce9xCdq6t9io/eaw/nMKStS1UtM+dd3DQ7H0H0hDKWE1W7rS5Xq126mY4y5W8SvLnAEPk623vE7K3FivP/Vcu1qdXdg0VbUpwLAYCunQCUmsF4ls2zHnjh3w8ZzjV7g41HveRWxfsciB7T5U5ZX5bvUVDaEEK9z+1sdxqpA4KuN34y8KMDBLxh2Ti5x7XIiqktWxZY6l9ej30oD3h6pqGrjeU4l4SOELE7GkSsowe92653SxttKTILTK3OsN9YSlZ0oEAGulbTs+9cpVUodnF39u4o+iduTbjhN5T/Tnwy0vuOxLG4l3hY1AjXq4M3K9Nx0okzmGPJbdd13WlvZ6QT8NmqY+HdnPsO8QfPd/yHNLbNx203Dz7tEZtAackkRQppSF9Z8voR0gjR6iN9t1aTGeeMJyPGYF5VfYdoEtgP8AsNzktNSmdj7LjfUSFD5d6q5YMnae5N57tCbBesis+aqQqDcrFGEhogxQ0oK94FJBHyrDFx4wm2pK6l55HPg9G7VjRUVhSq1eTWXa2bFiueeI/mPB08n4rcMVx2wSULl2rErhblvvzI4J6C7J6x5algf2UkDYqe/D9zDH514qs+XNQlWx+SFsy4K1dRjSG1FDre/jpQNV34n5R5J4g4sxzjWdxdfLxfoED2GPc40d5MVYGw2pag2UI0NbBWPSt08LshngHi634jm6JtmvjkuTLlTZcUpiOvvOqcV5bgKk6974kelbLaMK2l+ng2mvViXRe2JJ7qcuKjKMnXdFt/MzEZNLbgfSM2SS8rpaZ47mOLPySJaCf+6uFh3I3PviJsMrP8AvGMYhiPnvJs9pultVLfujTaikOOOhY8rrKTrpB0KzWR4Vcsp8cNqvrFvkycVkYBLt6rwy0VRQ6uQghHmD3eop2QN+grT+HM5zvwp8fo4puvE+VZZKtDj7Nhu+OxkPwZjClqW0XnCoeQR1aPUDXQ2nhwzzp1/85eulI89qpPvV/wDxX31M8rxpXW88GWS6WfHo7fJd3v6sSRZpDhMePckLKXVqUO5aSElXz0QKw/I3JPiG4JuXH8fJr3jWU2zJsng2yRcrdazFXCQ6vS2CgqUFhQ3pzsQU+netca8NGfYZwtjGUiHGm8lWzM3s0kWFt9IS956lebEbWexWEEaPpsGuF4kOc8j5ZuXDcNnjbJsRsyM8tZmScmjJjOrfSskIZbClFaQOslfYdhV8JXixT13o3yrq362VySdfpp0+P9VelF/knYFea9MWUzLa62HUPIBKCptQUNg6I7fEEEV7qzFNZMUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAVr+d4XbOQsWuOPXhhMi3z2S06gj5+hH3g9x+itgr8lJJ3vVQ0pKmaYeJLCmsSDprNPtOmzxF+FbKuCMgkFcR244244TFubKCU9O+yV6+yoVFGJZheMEvrF5sM9y2XNjflyWtdSdjR9furvguNsjXaI5Gmstyo7g6VtPICkqHyIPrUOX/wAGXEORTFyZOIRWnVnqUYylNAn9AOq+Vx+hWp7+zyr7eJ++dF/+p+G9m/l+l8BzdU2q63emdP8AfL5dc0v8m53J925XWa51uvEbW4r032q5Pgy8Fl0u99gZtnFvXBtcVSXoVukJ0uQsd0rUk+iR66PrV08H8MfGvHkpMqyYpBjy0fZkOt+atP6Crev1VKCEdIAB0B21qttk6HWHP6mPK2eZ0/8A+o89t2Z7F0XhfSg1Tb1rkkskEICB0pAAAAAFfuvyAQTs7r9V9KfiQpSlAKUpQClKxsrI7XBvMK0yLjGYuk1C3I0Nx1KXX0o0VlCd7UE7G9em6AyVKxt0yO12SVAjT7hGhybg6WIjL7qUKkOdJV0IBPvK0CdD4A1WzO/Ehy3x249lt64ytsDjCNNTFfU7dCbwhpTgbEjygnywjuFdPVvVRedDhZaWlemLJRMjNPtnbbqAtJ+YI2KjvxHZ3deNOEcvyexqaTdrZBU/GLzfWjrBGtp+NG93UmK3qokquJdLZGvVslW+Y0HokppTLrZ/tIUCCP8AA1qWFctYxlL8SytZNaJeUiI2/KtceW2qQ2SgEktA9QGz8q0nlvmB228h4jimLZ3hdsvKro0m8WW9zUCa7FWnYQw2D1eYrY1271MlmovjkVjK1vLhmaenwPtJgHHRyrm44+KS1/RISm/I8onZa87o83o+Gur07VY6wWGBi9kg2i2RkRLdCZRHjsNjSW0JGkgfqFfu73mBj9ueuFzmsW+CwnrdkyXA22gfMqPYCsBYeWcKyiwTr5Z8ss10s0EKVKnw5zbrLAA2StYOk60fWl5NX3/uKtpm2UquWAeOHjTLc0zGzzs0xW2Q7TPbh22Uu8M//NFCmkqLiNq0QFKKfd33FWKbcS8hK0KCkKAIUDsEVCe8lJaMnR0R9xFwxb+IHsucgXCTOOR3l69PiQEjynHAkFCdD7I6fj3qRKUqeCXL7EJVfzUVhJmIW2fk8C/yG1u3GAw4xGUpZ6G0uEdZCfTqPSBv5Cs3UPeJTxI454d8Fn3Wfc7UL6ljzoNnnTUMuzPeCT0JJ6lAb+A+FUlJQ6zLJOWSJhpWicec3YLyfHc/o3mFiv0mOwh+WzbLg0+Y4UPVYSo9I2CO/wAqhrL+UeSeSeYMmw/jjLMXw214y3G9qud3h+3uTHXUFfQhHmICUpGu+z3NXdqW6VTTW8WgpXDtLctm1w250huVNSygPvtI6EOOaHUpKdnQJ2dfCuRIkNRGHHn3EtMtpKlrWdJSB6kk+lHkFmeylariXK2GZ9Mlw8ayqz36VEOpDNumtvraP+0EkkfrrJwctsl0i3CTDu0OTHtzq2ZjrT6VJjuIG1pWQfdI+IPpUPLUky9K1G48u4RaIDE6dltliQ34gntSHpzaELjkgB0EnRQSQOr0717E8q4YtVySnKrOpVtjolTQJzZMZlQ2lxzv7qSO4J7GpBtVK0xzmjAWQ+V5nYUBiUmC6VXFodEhQ2lo+92Wfgn1rl5lyjh/HbcdzKMotGPIkHTKrnNbjhz/AHeojdAbRWlchX25NzLNjdkd9mut5Wvcwp6vZY7YBddAPYq95CUg/FY+VZuTmlghWBq+P3mAzZnfLDdwXIQGF9aglGl70eokAd+5IrgWvlHDr5f5tjt2UWideYKSuTAjzW1vsJ+JWgHYH6apOLknG6+Zm2BiRwprEcd6vK+Hfnw46HBa4XxADqlWlNzkke/KuDi33ln4kqUSfX5arjS+MZNnPtGIXyXY3kd0wn1qkwl/cW1klP6Uka+VbTastsl9x8X23XaFOsxQtwXCO+lbBSkkKPWDrQIO/lo1yrNeoGQ2uNcrXMYuFvlIDrEqM4HG3UH0UlQ7EfeKo8HD0qu7I6Vt+0p3Kba5PNeTtGhW3lt+yS0W3O7UrHJhPSi4IJct8j70u/2D/sr1r51IkWWxNYQ/HebfZWNpcbUFJUPmCPWtG57yOTiPCub3yE3HdmW6zypTKJTQdaK0NKUnqSeyhsDtUacaNceZNb7BCh5WzjucT7YxOmWiw3j2Z7rW2lSj7MFEAbPp01WKxY2l1qrsed+enYXlPY8ZreTw5Pkt6OVc2mtecvAsQ44lpBWtQSkDZUToAVHVwza55zOdtOEONojNKLczI3EdbDB+KGR6Ouf/AAj473UNc6NW+zX/ABrGIfKtpcv79zimZYc1voSX4i16IbYQUFa1eidggmrNFy2YpZOpaolptcRvufdZZZQP8ABUf6mIrfVXq/x80LJ7NszuD+pPhaqK8HnJ9jSXO9DX7BxLjdjWZLsEXe6L7u3O6/5zIcV8+pX2f0J0PurOz8Vs11YLMy0wpTRHT0Ox0qGv1isPjnLOFZha7hcbFllmvEC3pUuZJgzm3W44SCVFakkhIABJ38qh3F/HNxleuTMwx+bm2KW+z2hEUwbq5eWQicpxKi4Ekq0eggA6+fetY4cF1EjlntOPiP6spttcb+fsSLJ4pmYytcrBby5ZHCeo2yWVPwHPu6Cdt7+aT+qvUzyvfbB1M5VhF0jLbHeZZ0ibHX9/u+8n9BFbfk3IOMYXY0Xm/wCQW2y2lYBTOnykMskH00pRA71yrBldlyqzN3ezXWFdbU4kqRNhvpdZUB6kKBIrL6O7bw3u+3lw8KOtbf8AVSW1QWJ26S/+S1/6kzRVczy74gs4tht8ustXYOTY/scZP+84v/uAr8t4HneWEPZNmK7KyTsW7GUeV0/pfWCo/f218q5CfEtxMq8otCeScVN0W8I6YYu7HmqcJ0EBPVvqJOtVnr9yvheLpuKrxlVmtabattuaZk5tr2dSx1IC+ojpKh3G/UU+i5K8STa8l6fklbdHBy2XCUXzfWl65LwSfaYBzgi1vKC3Miyha9aKjeHdn9Ner/IJAaJVFyvLYbnwW1eF7H6iCK3Z3NbAxjQyFy9QEWIth4XJUlAjlB9FeZvp19+6x+NcqYbmdlmXew5TZ7zaoYUqRNgzW3mmQkEkrUkkJ0AfWj2bBz6uhC6V23KsVmnrgcpYGtPsEuHn9rB7sTiIk1A+QcHuK/SrvXIc53bgEs3LDMqhzB2DKLcXUrPyQpJ0r/hWde5r4/Yamuu5pYW24SGlylquLQDCXP8ARlfve6FbGt+tY/mvldni/jiRf4bSLpcZKmolpiIVsSpTygllII+BUoEn5A1V4UoLqSfdr5cfUv8Az2DjP/8AYwYt811H411fKK7zWbxL5M5ZiuQ7TB/yeWZwjdxnrJuCk79UNpPuH7lH9dZXjTw3Yhx0hb6oovt4edVIfuVyQHHFuqO1LAPYEnZ33V37k1mrLHy/H+JT9a3BN6zFuC484+2wAhUgpKghKB6pB0kfEgVp2DZjyNccjwNm9QCxbp1lXKvC1Qi35UoDsgq/sH090/KtYbJFycpvea59zeS04exx7R05iYcVgYEPpwlwitc0utJveet03WuRLt1sFsvkQxbhAjTY5GvKfaStOv0EVFs3w/u4/Mdm8f5NNxB5xXWuH/8APERZ/wDRrPb9J3r4CpWtV4g3yIJVulszoxUpAejrC09SSQobHxBBFcQZZZfYZk361hexw3FNSH/PT0MrT9pKjvQI+INMTAhifqWa8H56ltm6Sx9kVYU+q+DpxfenafkReMc5wJ8k5VjaWvT2kRFF39PT0dO69rXAEvIT5ubZnd8iUe5isL9ljfeOhP8A8mqkvH8usmVw1y7NdoV1jIPSp6G+l1KT8iUk1pWPZ+9lHKsmFacnxy6Y2zCJVChyEuTkPhQBUoA9kj0qi2OLdSt97ZvP+IMWCi8Hcg5Ok4Rin4Or8mZKzcG4FYW+iNi1vWNespv2g/4udRrY4eI2K3KSYtmt8Yp+yWYyE6/RoV+MjzKxYgy29fLxBtDTh0hc2QloKP3dRFaDyVzPAjcZXm+4ZfLZdpcFbKFLjOokIR1uJGlAH5E1tDAiv0Ry7jzto6TxJN/XxnJ1dOTb9WSsEJHoB/hX6rXbHnlgvkxy3xb3b5d0jthciIxIQp1rt36kg7FR854l8UZ5Qcxty+2Vu0t28yVXNU9ASH/M6fJ3vWwNnXrW6w5N7qRwYm14GHFTnNJN1rxJiriz7TCurXlzYbEtv+4+0lY/wIrhryyyt2JF6XdoaLQpAcTOL6QyUn0IXvWq/Fny+0ZNa3p9juEW9sN7HVAeS6CoD7OwdbrNxydo6Y4sU1uyzemZxP8AJniHmpc/otZfMT6L+r2tj9B6az0SFHgMpZjMNx2k+jbSAlI/UKhKXzNneL3G03DKcPg2vFLnNRCQpqYVzYylnSFOo106PxAJrZ82yDM4PJNlgWWMXMfet0p6U97KVhL6Uny09fw2SO3x1UrBUM0krv0VmUuknjpqTk6ayd8XSefAk2vROgRrnFcjS47UqO4OlbTyAtCh8iD2Najw5d8jv3HNnn5YwY1+eQpUlksFkpPUQPcPp2Ardamcd1uLL4OL9SEcWNq8+0ix3iCfiMt+bgF6VZfNPUu0TNvQFq+YT6t7+af+Feny+ZrkosuO4paGwdGUwl51Z/3Uq7f41LNRkxypMPiAn4A9Ejt25mwtXhqZtXmKUp1Takn4dI6Qf11xfy8U1GLavgnlpfh4Huf+6YrW9jRjNrjKKb5a8fGzUMz8N+R8mtwUZZyLImNwpCJsZuHbm45YfRvpWlSVA7GzXsj+FC33S6Q5uYZdf8wVCc82K1NklKGlfMEEqB+9JTWzZBy5OtfM8DDYdsRcYr2Oyb2tbR/rlrbcShDaDsJ97Z9fu71F7fiR5TwzL8TXyPx7aMew3K7k3aoD0G5rfnwn3QS0mUgpCPe1r3CdGkdkwpNKm75tvO64vmi8umttjFqElGl/TGMcqv8ApSejLJWKwW7GLWxbbTCYt0BgENx46AhCdnZ7D4kkkn4k7rIVDPiAzvJeInbFnER9MrC4T6Y2Q20tArQw6oJEpCvXbaiNp9Ckn5VMMaS1MjtPsrDjTqQtC0nYUkjYIrqilu5cMjxpycpXJ23nfM9tKUqSopSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQCq1eLbIGONsu4sz17pCbZcJcIlR11KfiOJbR/2nAgfrqytY2+Y5acljtMXe1w7qw06l9tqbHQ8lDiTtKwFAgKB7g+oqrVtd/wDn0JTqym+B5JkGVc9cc4Xm1yN0ynDnrleZshbaUFyO5HT7M4QNAa9oKN69W1V+M58RnHPiQzxzF7hyFjmN8ZY9PQu4KuF0ZYkXyU0sKS02hSgUsJUASoj3iNDtVyRi1mF8cvItMEXhxj2Zdw9mR7Qpre/LLmuop336d6rU3PD3xa84txzjXEFuLJUpSrFFJJPqSfLqeKvh78/nEq1r2+3z0N3tsmLNgR5EJ1t+G62lbLrKgpCkEe6UkdiNVDXjUQHfC1yOgkpCrU4naTojuPQ1ws4uniGsuSyoOA4Zx5KxJgIRBcul1kxn+gJHZTbbRSnR2AAfTVZHjZzmTLLhPtvLmH4JHxh6MQEWec/NU651DSFtvNhJRrfz7gUa+ovyXi/ptPkQ1l/DuG8XzPDhcMXx+FZ7mrIYsd64R2gmTIQ5EcLgdd+051EbPUTX48ZeX8TWXPuO5L90xKDmkHMLa7cpC3IyLgxHTslTyvtpQE9P2jrWquFKx+1zxB9pt0SR7C4HYnmsJV7OsDQU3se6QCQCNHVa5feGOPspub1yvOC41d7i9rzZk+0R33l6Gh1LUgk9u3c1Zybknylftl6FIpJV/tr3z9SKPFA9x/yvwzaX53IFmstklXFiVbbzJU3Jtkl5slaW3u/Q42ek7BIHb13WpeFXLcZyjNMzw5jF8Dmtt26O5Jv+CMoNruLRUtIaebAKUuDaj07V2VVmhguNpxxOPjH7V9QIT0JtQhN+yhPyDXT06/VXvxvEbHh0D2GwWa32OFvq9mtsVEdvfz6UACoilFy5MStxiuK/JS/jS38HceeIDmKyZxa8Hx+Sq8xX7PGvcKKwPJVGb0Y/mJA11g9kfGrxMlstILXT5XSOnp9NfDVYDJON8TzOUxKyDF7NfJLH+heuVvZkLb77HSVpJH6q2FCEtoCUgJSBoADQAqsFuwUHwJecm1xIy8SFluOQcQXqDa7Ne7/Nc8rogY7eBaprmnEk9Ek9kaHc/MAj41VTg3izNbNytjk248X8sWaGzKCnZ185NbuMNkaPd2ODtxP3VfqlWj1Zbwn14bgqufjwwSy5L4csyucvHoF2usCB1x5T0JDz7CAtKllCikqSNAk6qxlfh1pD7am3EJW2oEKSobBHyIrLEhvxcS0XutMgviJjgjkjEbhZcKZwy4IuFsbYvETH0R23lsrTrpfDOlgH3h72jvfxqA+IvBXwndfEDy3aZeAQHrdZJFv+rmFPv6j9bAWrRDmztXfvuro43xzimGzZUywYxZrHLlACQ/bYDUdb2jsdakJBV3J9fnWUiWS3QJ8udGgRY82YUmTJaZSlx8pGklagNq0Ow36Vs8575lTUFC9DW+ReUcQ4TxZi75Zd2bDZg83DbedSpQ8xXZCAEgn4f8KwPiEiY1lfBmRxMhyL+juO3KGGnLyg+6ylwpCFn/ZJKd77aJ32rf75j1qyaEId4tkO6xAtLns85hDzfUk7SrpUCNg9wfhXJlW+NNhriSI7T8VaehTDqApCk/IpPYj7qpJb0WnxNYvdkmuBSvw3ZpjVh5ssmJW238cZZJkWuQGcu4+YbZeZQjoKkTG29hPXpOj1dyPSuJi/N+F8UYjz5YskvbEHInchuS49j31TpIdbT5RaZ+0sK36ga+ZFXIxnAcYwoPjHsdtNhD56nfqyC1G8w/NXQkb/AF0l4DjFwvn11Kx20ybz0Fr6xdgtKkdGtdPmFPVr7t1XEj9TV8GvNp/YiL3XfamvBUdfMLD7Pm974Yh3yA1c4Ufh6XMRFkp6mi6kNhClJPYlPWrW/Q9/WtJlYVZ8N44t6bTETFcunDMiXOfT/pZLqnWz1OL9VEA6G/QAAdq7QGsJx5hyM43YbY2uNFMFhSIbYLUc62yk691s6Hujt29K9TvH+LvMtsuY3aHGm4hgIbVBaKUxvXyQOns32Huenb0rWTu643673/kvIcIrlXpu/j1OuHkfhfDbRA5XfjWKKldr48s8qKFIBCJLhJckkH1eVobcPvevet550zaHknKTWMTp/HGFrtGNwpCb5n9oRcnbgHEklqOhxSR7uu/TtWz6VeqThWPTEy0v2K2vplsIiyA5DbUHmU/YbXse8kfBJ7CvVeOP8XyGVBlXXG7Tc5MDQiPTILTq4+vTyypJKf1aqkk5TcuH/wDr8+hCyS519o/j1Ou/Gt3P6N/J4Ts1MyMjLvZmnobS4rflfWbOvKbJ6mk9yUp9U7q6Fj8LXGtjveJX+y43GsV0sAWWJFtQllcgON9C0yFAdTwO9++T371IqsJx5drkW1VhtirdIfMl6GYbfkuO9QV5ika0VdQCuojexusnN89qC/7EhtclLavJQ6elBVr3QSPQb1Wjnk380S+3qZxg1LXLP1bf3KK5U/ceO7hnHh6tzjjT+a3luTj6k/8AmbdLUVT+n5Bvod/R5iauDeL9i3BfGnt12mM2PFrBDbaW+pJKGWkgISNJBJ+A0BUY8XcQZteuVjydysbIjIYcFVstFqsJW5GgtLUFOLLrgClrWQPgNAVOd1tEG+29+Bcoce4QX09DsaU0l1pxPyUlQII/TVEnHDSWv4yXp6tmlqU74fnN+vsRJz9k1szTwnZ5fLLMRPtNwxeZIjSm9hLjamFEKG+/p86r7e+HMO4+4h8P19sFhh26/m/2ZTt4bbHtjxeQfN8x4++sK2exOqu0uw2xyzG0Kt8RVpLPs5gKYSWC1rXR5eunp121rWq9b+NWiVDhRH7XCeiwlocisOR0KQwpH2FISRpJT8CNa+FXi1GTkucX5N+9mUoykqb4SXi0s/Ap74+sl4ttgxNc2fisbO4eVWV59x5cdNyZiJkhSlKUf6xLYGyd9tVKniKncecxcAqXK5AtVrxqZLYMe/tvNyYCn23OpKHTvoW2VJ0pJIB7ipSyLh7A8vua7lfsJx293FaQlUu42piQ6oD0BWtBOh+mslEwTGrfjn9H4uPWqNYTsfVbMJpEXudn+qCenue/pVM3h7j537fg6N7OLXBUVa8LuYY1c+Tr3hkawce3nrs/mO5Nx+yhMKUz1hJZlNJBSlZJ2B1K2N1rlktHB/Gvio5XtueWjB8dgyYtrftDN8gRGGFJ8twOlnzEhO+rW+nv86uXjOF4/hURcXHrFbbDFWrqUxbIjcdCj8ylAA3XHynjrFM4LJyPGbPkBZ/0RukBqT0f7vWk6/VVr60ZeDM0spLn+xV3l2XgMTxXY+/yqbQMB/ouf6OuXtKDahL83+t31/1fX5fR09Xw3qtCU/jcbBfFDccALkTjKRbmG4b9lT0xDOLS0yFxgnt0d2+op7euqvRfcNsGUWpFsvNktt3tqNdMOdEbeZGvTSFAjt+itG5x4dd5C4QvuCYtJjYqqZHDMcsMhDCAFAlsoRrSFAdJA12JrKS6jXeu+3eZpF9dN9nouHf+Sm/AuDYxyRyTx4bnN4ShIxgiTFj4c62/cbsvyulPnIUB06Pvf2jsdiKl3j7ifEeRPGFzvLyiwQshVbvqdEVi5NB9hrriK6lBpW0dR6QOojY+FYCP4U+Qs/uuNQ8nw7jDA7ZY7hFnC9Ygws3OSGFBQbCi2jywrXfursSKuZCsFtt1wmT4sCLHnzej2qU0ylLsjoGkeYsDatDsN71XS2qvv9az+xnFtJxfFL0d0VP8SNpxzw38KYxhdjtFnNgu+RBhMnLkmTa7QXFLeLriDoeWlXZKToDYFQJxUtuBzBypEg5XiGTxXuOJqnn8GswttvK0rHSClClIcWAo++k9gdV2V3ywWzJra7b7xbol1gO9nIs5hLzS/wBKFAg/4Vj4XH+L2xtLcPG7REbTGVDCGILSAGFHamgAn7BPqn0PyrnSfW7bXnGvQ1Ukt2lpXvZ1uWbhbDnLJjTrtkjyHP8AI/Mu7ynk9ftMz3dPO7/0i09aikq3rtrWhU5Xx5TXFfhRuE0rctbN3tvtTile6lSoq0tKXv4eYU/rIq2ycJx5tCEJsNsShuIYCEiG2AmMfVkDXZs6Huenb0rBck8S2PkfjaZhr7CLfb3GkpiGGgN+xuIILTjYHZJQoJI18q0cqzS43/yk/Z14HOoW1b4NeaSv0s3cUI2NVrPGtvyS04TaoWWzYtyv0drypEyGgobe12C9H0JGifv3Wz0aV0XWazKl2HNr1ha7rZ7RILUPFb1Mn3hpCAfMirkApQd+m0uLV2/uVrWSMTHeM8KuAnw7fYrtkM24S5twimTEHmLWphTzYI6k+nqdem6uOnG7Slyc4LZDC541LUGEbkDWv6zt73r8d1+k2C2JtAtYt0QWxKPLEPyU+SE/3ejWtfdquiOMo06zy/c8OfR08RODnk7rXK9PTJkBcC4rHhZ9c73HzjEr0yu3+RJt2MRERkABQKXVpQ4obHcb0PWuNBzPjqw+JNiVarvjlvguWB1l56G8y02qQZCT0qKdArI+B71PdlwrHsdceXabFbbYt5PQ4qHEbaK0/I9IGx+msf8A5KsL83zf6I2LzOrq6/q1ne/nvpqXixc953VV7lY7Bi4eDHDw921K87fFPK8+GZX3nS6R2ec2Hx/ReUpmyJSmPmb3lxFdbhPUydEdQA71x7xhNpxrwrZGmFOtFycuMtL8mRY+nyElb6f6tCh3ITvQ3/wrfeReJ8qf5IlZPZLZjWUxJMJuIm25IlQRECfUtaSoe96ntWZ4c4WXiMXI5GQxbSp2+yUSHbRb2B7BGCQAEoQoaJ+O9D4fKrRnFYSV6fm6OV7Niz2zEbhlK1fK41d8eVGvXrAMfwjkTiVVjtUa2urfkR3XWEBK3kGOSQ4r1X377VusJk9mwPEPEsheR2yw2qyTMfPlKnRWW4zkgP7J2odPXr4+tWQftcOS9GeeiMOvRSVMOLbBU0SNEpJHu9u3auPfMZtGSsoau9qhXRpB2lEyOh4JPzAUDqs1jNSTfb6nfidHRlBxglrFrLK1XvREfNVsw6/4TjKU5HZ7Bb2pSZVrckNoctrxQk+4tPZBRo+mxXo4DzW0vTssiN2zH4Kbalp5+8Y0QIEpJSe/YaC0hPcDfqKmF/FbNKtLdretMF62NgBEJcZCmUgegCCND/Cv3bsctVptyrfCtkOHAUCFRWGEoaIPrtIGu9V30oyjzNv5Wf14Y2SpK6Xp3epXdrlfFOac1hzbplFntOH2OYHYMGTNbRIuMlJ0l1aSdpbB+yD3PrVmELS4gKSoKSRsEfEVqieJ8JQoKTiFhSoHYItrOx/8NbWhAbSEpACQNAD4UnKDSUOBpsuFj4blLHabfFX5Z8FwC1hCSpR0ANk1qPHXLeJcsRro/id7YvLdsmLgTPKCkll9B0pCgoA/r9D8Ky2ZQr3ccYuMbHLjHtN8dZKYk2XH89plz4KU3sdQHy2Kj/w9cBReC7NfPMui75kGQXBd1u9zUylkPvqAB6W09kpAGgKxWbd6V6/4s73oq+IlqqWeKWeu3+JWy2WO6tmdm2Ju47GU0dKC1zGwtQPzS0txf/ZNXTrFT8Vst1u0G6TbRBmXOB1eyTX4yFvR+oaV5ayNo2PXRFRXWTenHuaa+5PBr5aaa9imvhyyyLZubL3a79NQw5xrirlonyJB7tsIlOKacUT8Cwls7+41+8Z5+488S3Ktlym/59jllw/HJylY5j0u6MNzLhM7oEt5sq6kgbIbRrffZ+Aq4CsHxxcu6y1WC2KlXVoM3B8w2+uY3rXQ8rW3E6JGlbHetdj+H/i+I+2+xxxiTLzagtDjdjipUlQ7gghvYI+dWTzi5cPe22/xyIkluyUePtSVfOBiPFLKhx/DlyM5MUgR1WKWgdfcFSmiED9JURqs/wAKQ51v4eweLc9/WLNkhNyOr18wMICt/r3WA5e4pufLV9xq2zJ0djA4T4n3O3pSS9cHm1BTLSj6BoKAUR6kpA9KlNKQhISkdKQNAD4VEclLta9L/JMs91cr9a/B+qUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUqL/EJy1N4kwqNKs1tbu+RXaexarVDfX0NLkuq6UlxXwSO5OvlVZS3SUShSob49HL2Iqu1y5Ov+L3mxtw3JSRZIDsV2KpI6iklS1BxPSFd+x7CoeZ5j59yDjZ3mO0jE4+EpjruTGKPR3VzZEJOyFmSFBKVqQOrp6SPhurNpa+PYEm1a/yXFrwSAO9Vg558RuTWKx8fSsWk2zE7RlUYyH8sv8ACdlw7cShKm2nENkaK+ogKUQBqtwtUzlDNuEC7Zc2wx/LFu7ZyKBDXKtshgHuQ0HNhRGx2UQDUO0pPkQmm12kyWu7wb5E9pt8tidG6lI86O4Fo6knShsdtggg/ormVR/wG45zR/k+x+avNcZVhCbnN9ptQsrntjmpLgc6XvN0Nq2R7vYHVXgrSUd0qnbaFKiPxO8oZDxLxmq945b25UtUtmM9LfYcfZt7K1aXJcbb99SUDuQKwvAOf5blGK324XvOMNz1hlnzYdxxZpTPQrpUVNvNKWrpI0nXcHudgVlvKpS/tLtVXaTtSqzM+IHKnPBkrk4mF/SYRC9vyP6jqDxR9jfy++o+5p8UXLOL5ryPExWNYnLPhdutl3kGeyouSEPoBVHRpQ0pR6iFn7IAGjuikmyVFtWvmaXuy7VKozd/Fhy9icPL4FzgWKXkttvNjbix4rakNCPcCD7OslXdaAdeZ8T31S1eJvm215CljIGcZetVkzOPi11kRY7iVTzIUnRZBV/VhtK07J31H5Ves/nGvyil5N/OP4ZealeKjHm3lLKuMolrdxjjmbyC5LW4l9qHc40IxgkDSiXiArez6emqq3RZK9CT6VDXC/NObclXyZCybia4YDFYY81ubLvMSal5W9dASyokHXfZ7VMtWaoqmnZw5t3g216KzLmMRnZTnlR0OuBKnV630pB9ToE6FcyqS+LTHuYJHO3FLllzHHIVtk391NjYk2dx1yG6Ii+pTyg4PNSR1AABOtipvlN864txUsIkYhnGd+1nqcdQ9aoQikH0A8xXWCB9x3WMZ70XLk69F+S9dZR+cfwZKb4q+KoHI7GBuZhFdyt+QmKi3x2XntPE6CFLQgoSr7lKGvjUs1R7wJzeY1Y3CVJxDC0YjLvdxeuN2buLxuJdMhzrIb8vpVpY6QSr7Iq8NbV1VzM7uTrQUqEfFTy3kvEeJWeXjzUWIJ88RJl+uEV2VFtLRSo+c6217xTsBPwA33NcXjXkTL5HDmVX+75diWbSoEV6RBu+MNlLCyloq6XGytXSQoenV6fKs3NKEp8Imm67iuZPFKrndOdsnieF/As8bMP6+vTlnTKJY/qtSXmkO9Kd9uyzrv2qLuUfFJy/j2c8gpxuDYpePYfkFutio0ptQkTky0NBLSFBWkEKc31kH5aq19Zx5Ovb8oqutHeWlX88i7tKo7I8UXMVpLmNPsY9cMxZzVnHFOssLbiqafiKeQdFRI8skbP9oJPYbr2cbeJ7mKbmOIR8nYx5VjfyqZh85yGwtDsx9lLivaWtqIbQOhKek7J2TurcvD1r8rzIbpN8v3/DLvUqh/iA8al+4qzS/GHyZgRZtDi+jEk2uZKlSQn/AM2uW3ttpw9+xGgfWpd5R52ztu/cSW/Abda3382hPvrbuyilEfTKHEuFSe5Ceo+6B73YbFUT3oqS4iTUZbr7/nmWTpVcI158QlhxXkKFe27Dc7zbrcLhYb/bohbjS3B1KXFWwpwq6gE66tgHqHyr33nxEXPKMG4lfwr2ZN/zmWwOmS15iYsdCeuYSnY7pCVI9eyiKss3S7PX/GY0zfb6f5LEUr8pB6Rs7Ou5qMfEfyPf+KuKbjkGN2r61uTLjTelNLdRGbUsJW+tCPeUltJKiE9+1Vb3S0VvOkShSoG8M/IOV5yzcJF7z3C89t3lhxmTjDC4zsZZP+jdaUtRHb4nR+6tWx/kPm7nGXcsj4/m4pjWFwri/Bhx71EdkyboGVltaypC0hkFSVAdlHXer11lEqnastFWPyC/QcXsc+73N/2a3QWFyZD3SpXQ2gdSjpIJOgD2A3UGeKjmi6cSY9ZjHznE8ElSwrzpd+iPzlKIA7Mx2veWNnufh2rj+DjxGSvEDjuUN3Gdbb3KsFwTCN4tMZ2NGnoU2FpcS06OtB9QQflVV197d4fPuJNR3d7j8+xIfD/iI4+56buq8EyFF9Ta1NomdMV5gslYJRsOoSTsJPpv0qSKrZwMhLfit8RKUpCU+bZOwGh/86LrU/FJ4nbxxXnLlst/KOD4g3GZQ59WXS1S7lMfUU70vyOzIPYAkH51M5Rju9qT9LNHBqTjy/C/Jb+lVNu/iuyy7+GzjTkLFrTAdvmTXSJAct8hRDCy4tTawlZ7pGxsHRIHwqQOOZvOlp5KZgZ2zj98xW4xHX0z7EyqObW8kp6WF9ayp0KBOlAD076qae84vg68lZippxUlxz9aJKyzkmxYZd7DarlJX9Z3uT7LBhsNlx11WtqV0juEJHcqPYVyL/ndjxm72m13OcIs66rU3DZLa1eapI2RsAgdvmRUNcRsf088SHKmWXFIdXjjzOM2pC+4jthpLz6k/IrU4nZ+SQKl/I+P7TlN/sN4npdVMszi3YpQvSdrT0nqHx7VEGpRjJ8c/B6FcXfzWHqss/X9jk4fmtmzy0fWlimpnwPNWz5yUKQOtJ0oaUAexGqztR0/Fsnh74uu0mCy65b4Afm+U4vqUta1FRG9fFStfdWNwRfKtymW273yZj6LPLSHHbVGYcDzCFDY08VaUR2+ArXdTtx07TmWPKG7h4iub1rRdvcSvSoLTmnJHI9zv8rCn7LarJaJbkJoXJhbzs5xv7eiFDoG+wPevzd+dr4/wrbcqt1sbi3F6X7DOW62t5mAUrUh11SU+8pCSk/40+m6T7vXQr/O4dytOlbusnWtd3+Cdq4sW5xJr8hmPJafejK6HkNrCi2rW9KA9Dr51GXGt/yvK8avCv6WY1fpJbHsFytbCghpwg9nWusnt7vbYJ7+lRZxJY+Unc3z8Q8qsLLrV5SJ6nbWtQeX5aCS2PM9wdOho771aOFcpRbql+DKe31HDlDDbU3WVZZPt7CxN6z2w49f7bZbhPTHudxQ45FYLayXEoG1kEAgaHzNe7Ecxs+d2Ru7WOamfb3FrQl9KFIBUlRSoaUAexBrg3vjy05Hkllv09LirlaW3mmFNr6U6dR0L2Nd+3pXIwTB7Zx3jjFktCXEQWVrWkOq6lbUoqOzofEms+ru9v8An9jri8f6uaW566L736Gw0pSqHUKVEPiC5Yv2BIxawYfAiXDMcqnmBbhcFlMZgJQVuvOa7kJSN9I7k6rgWTIuSuJMIy/IuV7zj+QwLVCVPYkWGC5EWAhKlLbUhSlA+idKB+J7VXeVOXBE021Fasm2lU9uXL/P2GYFE5bv6cUkYW62xNlYpEjOpmxIjhT7wklXStaUqBI6QPWtg8RnPWY4lnVgx2w3qw4BZblbxMRlmUQHZMN14qI9mHQpKW1dI6trUPXtVnk6et13EJp5rTUs+66hhpTjiwhtIKlKUdAD5mvRbbpDvMFmbAlMzIbw6m32FhaFj5hQ7GoK5DHKWW+HtEmwZbicW+mK85cLkzDXMgzI/lq/0ICwUlQ0d7IHf1qP/Afj3LzHE/Hc+75hjkzAlWhJZtEe0ONzUJIPQFPlwgkH193vUxVuSfCvW/wZynW7236V+Sy1v5LsFyzy6Ya3LU1kNvYblORHmyguNL9HGyey0g9iR6H1raart4s44xGXx5yRA0xeLFkEWC44nsX4UtwMvMq+Y2pKhv0KasQDsA1WL3o3ydez9mXeUq7L+32PNKUqSRSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAVHXOfEDPM2FotAub9jucSW1cLbdYyQpcSS0rqQsJPYj4EfEE1ItKhpMlOiIOM8D5Ujv3FvkzN7NlFrejLiswrRaDD6grQK3VKWolWtjQ0O9RdH8J/Jdvxl3jmFypGZ4ncSqOIarVu6txVK2Y6ZHX09Oj0g9O9VbClS6bv54kcKId5H4xz42Wy23jHK7PjkGBEEJy3X20+3xnWwAEnspKgQBr10d17vDvwY5wnjN6izbozc7le7g5c5pgxBEhtOrSkFLDIJCEe76b9STUuUpz7SKySXArhxVwRydwpkDdssufWWTxe3PfmrtdxtKjPbbdWpxbaZCVhIAKjolNSI94mOIo7y2neT8PbdQopUhd8jApIPcEdfapJWhLiFIWApKhopPcEVHTvhv4mfdW65xjh7jiyVKWuxRSVE+pJ6KW8kTlbfM4GTX6TzLiJf4g5HsLc6JJAcmsJaukRZ6Ttl1KF9vtBXYg9h861fhLw5XvC8wyXMcyv1quuSX6Ci3yGsetn1dC8tJUeso6lFbh6tdRO9VMGJYDjOAQ3omMY9a8diPL81xi1Q24yFr1rqKUAAnQA391Z6lJXXH4yHbST4FNbn4K+R7lx/M46/wAq0aPgDDynrbCYtfRKUPM8xLUl3q99sE+iQCdDZrdc08J9yym68sS28gix05rabbbmUrjqJiqipIUpXf3grfYDWqsrSoSSTXMupNXXzO/dFYs08I1zynMckvbeQxWG7rcbDOQyqOolsW8jrSTvuV67fKubefCrcbob4U3+K39YZ1Fy5O2FHoba8vbJ791HoPvenf0qyFKl5/OVP7IpWvzmvuzxUe8ueH/AOd41uj53jrWQM29S1xUuvvNeWpQAUf6tad76R679KkOlQ0nqWTa0Ip4n8LnF3B15l3TBsTZsE+Uz5DzzUp90rRvetOOKA7j4VK1KVa2yqSWhEviB4ZuvK0PGp2N5CjGsqxq4/WVsnPxvaGOvoUhSHG9jaSlR9CDWx8YWfO7fiTkXkG+Wi/35bi9S7NBXEYDZ+yOhS1HY+e63elUUUk0uPz7EvNp8iOOA+K5HDnHqMclT2rk6mdLl+ey2UJ08+twJ0T8ArX6q85ph2d3nkzErxYc1bsuKW/zPrexGEl03Hf2dOHujX3VI1KtxT5EVSa5ke8wYtnmR2yGcCyuBjVyYUvzEXW3CbFkpIGgtPUlQ1rto/GtD4c8M8zC4udS8pvUG5XvMWUs3BNit4gQWwEKR1NtbPvEKJKidntU/Uqu6mmnxyLXp2FO0eDbku4YrjmJXnlaLIxPFp0ORaYES1lhbzTDyFpTLX1HrIQkgdIA3oneq3PIPCncbzceRpKb/ABWhlWR2m+NJUwo+QiH5XU2rv3KvKOiPTdWRpVvns/siFkml3FaZ3hNuUvkuTlAyCKll3Mo2UCOY6uoNtRDHLW9/aJPVv01X7t3hRuMOTj7ir/FWLZnE7LFgMKHW2+lwBkd+yh1/a9O1WTpUUqS7vSq/7UHnd8f3/wDJlN5fgt5Dj4zmmEWbku123Bb+/MlBH1IF3LrkFSlIcfKtKRs6309WvjUxI4GmIyjiS6/WzHRhFvdhPt+UdyithDXUk793unfffrUzUqV1Ukuz0VL0ZWUVJ2+31pv2MTk2T2bD7LIul/ukKzWpkDzpk99LLKNnQ2pRAGydVU/weYOzf+U87zm3SVzOPoU+TDw7rb6Wwl5SXJjjW/VBdBCVfLeqtpkGN2nLbW7bL3bId4trpBciTmEvNL0djaFAg6IBrlW+3RbTCZhwozUSKykIbYYQEIQkegCR2ApHKTl2UWlmt00Pl3D85yw43/QrM0YgIVxbkXILhJke2xh9pkb+zv5isryXYMpyDFlRsRyJjG74haXG5kmGJLKwPVC2yRtJ+4g1t9KisqJ42V/4X8PGS4pyXcOQc4yKzXXJZME24t45afq6MtsrCut0dSlOL7aBJ7CsRA8O3KPHV4uUHjbku22XCrjOenKtl2s/tb8FTqipxMdwLSAOokgKB0TVl6VKyaa4f59yOfb/AIK/czeHzLss5HxjPsJyy22bJrTb3LY79eWz22O6y4UlS0oCklC9p9QfjXniLw/5lxRF5LnDNIl7ynKpDcyPcpdv6Go7yWQj32kEAoBHYAjsBs771YClQlScVxv1d+5DSbTfD7KvYqjxT4fOdcG5hvmZ3bkTELjHyR+Ku+RItiebU62w2W0JZJdIbOj3J3WRvnhhz6Dyhmd9wrP7ZYbJmLqJF0bm2YSpzK0thv8Azd0qAA0N6UDqrO0o1dXyrw5eha23b+UVtsPhQuNl4S44wRWRR35GKXpi6OzlR1ASUtvKcKQnfYnq1v0qyVKVZtttvi79vwUjFRpLhl88yuVokf5EPE7kEe5As4xyQpmVb5pH9WzdGmw24wo/AuISlSd+pSRVja48qBGneV7THaf8pYcb8xAV0LHoob9CPnXIqqVRUeXtwLcW+ZhM0xOFnOLXOxXDq9knMKZWU+o2PUfePWtGwjBuRcfuECLdM1hXLHoQCUtot3RKeSBpKVudWvlvQHpUqUq8ZONpcTnxMCGJNTdprk2vB80QrL4bzHHrxezhOXxbNZr1IVKkxJsIvrYcX9tTKgoa366O+9Z5ri674lx9a7Bhl/RbJcJZcckz4wkIlKVsrLidg91KKuxqTKVbflSXd6aGUdjwoycled8Xletcr7CLOKuI7jh2S3nJL5c4My83NpDDjdpheyRglJJ6ujZJWd91E1wZfFWZ4/nF6vWHZRb4EG9SESZsK5wC/pwAJJQpKk62B8d1MNKn6kt7e8CP5PC+msNXk7u3d871Pw2FBCQsgq13I9CaxuU5NbcMx243y8SfY7Xb2FyJMjoUvy20jZPSkEn9ABNZWvytCVpKVJCknsQRsGsXbWR3qlVlcfB3nOf8hf5Qbvk8uXccSdva/wCi0y4QfY33YWvUN6B6N9klQ2e9WQrwlIQAEgJA9ABXonvuxYMh5iMuY+22pbcdCkpU6oDYSCogAk9tkgd6s2qVcEQk232v3I0534XkcswLFLs1+dxfK8em/WFpuyGQ8lpwpKFIWg/aQpJIIrH4lxdnt/xXJrLy1ltqyqLeYioIjWW2GE002oKCle8tSlKIUPjodNb+p3KXlBKRZ4i1JJDZW48R+vSN/wCAryi0ZHIOpeQMMo//AIdADah+txbg/wCFY3k41kzp+nVNzSa7/smV2jeFTkq8WGDgWVcoxbtxdCLKBCj2ryblLYaIKGHn+spKdJSCUpBIFSJzBxxyfkc5sYNmOPWuyuMJYkWjIrH7ezodiUELSe47aOx2qSRh7LgHtVyustQ/tGc41v8AU0UD/hXlzCbU79tMpR+ZnPk/+Ope9LVeuveVUcKP9T8F7Zmj8KcERuJeIncIcuS7mmUuS7JfQ2GWwt9SlLS02OzaB1EJSPQVqHAfCnKfC0m1Y3IzuyXzjW1MrjxIK7Qpu5Bvv5YU+F9J6d/3e4FTBKwqzMMrecenxWm0lS3EXWS0lIHckkODtXBseFwHhBulvyK9y4a+iQz1XRx5l1JIUnfUT1JI+/uDU789+617ft2FnhYMoXvPLs4998SKecpH+WDlLEOL7UkyI1ruEfIskkp7ojMsq62GCf77jgB18EoJqxAGhXHZgRY8l+Q1HaaffILriEAKc0NDqPqdD51yasso14/PBI5nm78BSlKkClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQCoc5m5RvmFSxb7LLtj95llCbdZ24rkmZIJ1sqAWkNp31e8Qew+e6mOoeu2dWbF+ZcgDtoiNvRMfM+Vcuncp7oUnpaQSdAdJPb4nXyrk2mVQS3t23qe30ThqeO5PD+pupvdyz01vh3Z8q1Wp3rMsjieI20sRbOm5Xf+jiUPQESgy0haiVr2sg+6FAD0JOhUwZTydYsKjau8ttq4+QHhbWFBx9eyEhKE9t7UQB6bqFns9sd25lxm92Fls5deLU0y61cJgREipWAsJ7DqW7o60O3cdtntIty4Jg3LkeZl7lzkrffDakwXEhTKXWwPLUf7RSFJSro2ASkb9K4sGeI1P6T3ut4JV79h7+34OzRls622Dw0sNaLOTT01dLWnWfqaXdPFHITdnbciwOWuRDvMO3yPankuhSHQsqTtB0lY6PTatd9+mqmnMc0s+BWF68XuYiFCa0OpXdS1H0SkDuon5D/5KhS2eGGbEhYc1LuUWXIhXxd6vUhQVuWvYKAkEdx7oB3r7SiPXVSvyVxbZ+VLZCg3hcppEOSmUy5Ed6FhYBHqQRrv8q0wXte5Nz/Vwv8Abkcu3rob6+BHAbWHb33G28srW9zptck13Fcsg8S+TZHPyLGrjZrfZbbItsl1KZJWmSGTHWtGve0VKBSr09N/pqScNyaBI4Nx24ws1Rj0K0tJanPsttvnrCOzJCgdKBUg6A2fT41tvJmHw4PDmTwojDkl9uzPMpefUX5DgSgkBS1bUo7HxNaBZeKZnJfBXHDcW4JtEq1hmchqVG81h9SQdBxGxsH138ifnXKsPaMPEkm997t8uKy4aHsy2nozatkw5Qw/oQWIk/6v6H1mmnrpxrXMxkrOcknXvh263pb1vdlXGXHXrbCZTSvLS24tveh1JJOj89j1qy6VhaQpJCknuCPjUFcv8d5FmczjJq5wot9MS7dV2VDYLcYMFSSSULWo66Ro9zsj4b1U2Wu1Q7Hb2IFviswoTCehqOwgIQgfIAdhXdsqxIzmpaZZvuR890vPZsXZ9nng0pde0tEt+TXbo8rSyOXSlK9A+XFKUoBSlKAUpVOfHp47Lx4Pbpi0S14pCyQXlp1xapcpbJb6CBodKTve6AuNSupD8djm35pbX+0H/wD/AErsA8HfiCuHia4Wh5vc7Izj8t+U9HMJh1TiQEEAHagD33QE30pSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKoN4l/pBsyt/MjnEnA+JNZnl8YlEyS8guNNuDupASFJGk9tqUoAGrI+FLMuVM143dlcwY0xi+XMzFsqhx0gIU0AClY0tY77Poo0BNFKUoBSlKAUpSgFK1PkvlbEeHcbVf8AM79Fx60JcDXtMonRWfRIABJP3AVmMZye1ZnYYV7sc9i6Wma2Ho8uMvqbdQfQg0BlKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUAqFOU+C3chyyflttaj3a6Sbebc3b57nlMMFSSgyAsJUSUpJ0nXx2DsAVumQ8nNW3KDjVqtj97vyWRIcjNuIZQhB9CVrIGz8hv9VeMj5Wg4/It9sEGVPyWa0HW7JEAceRsbPmKB6UAehUTrsSN1xYzwcWLjN6P1/J72wLb9ixY4uzxzktOcdXedqPbllxI/ieE+xt4QzDEpUPKwpiT9etAuKakNjsUJUR7m9+7232PqBqdWkqS2hK1BawACoDWz89Vp155TtOF2e2ysveZx6ZNWECGXfPKSTr1SPQdtq1ob9a1eBlsm6eJeXaGpDirbDxsOlpK9tKcU8hXXr59KgN/IVSH0Nnajhqm6X4s3x//AHLpSMsTapNxipSTeaypNRfFaKk6XAlylQTD8SapeQ2RhMKCm33a7G2ttmSfa2EAlHmOoA9zqWUgA6+PzBrkYbyByPyiLhMscewWe0RJr0ZuRcGnnnJPSs6ASlaekBOgST3O9AegutrwpOoZvsMZ9CbXhRc8dKEVxb7Wqytt2nkvYlK4Ztj9pnuwZ96gQpTSUKW1JkJbICurp+0R69Cu33Vx4ue2qbmqsXjqW7PTbxcvMQAWvKKwkaVvue4PprR9ar/zBxPb0Z5NzvkCQtOPKVDitRrQs9bjxQlCluFWvLbSrfodkAdwex3jHbOGvEs5c7Wv2uyPYohoSG3PMbSpL6UpR1bOz0oB7nv3rFbRiue64pZ121nnXA9CXRexR2dYsMRybw3J5VFTW71U+LV5+BNlYPJ81smGsNO3i4Nww6eltBBU44f9lCQVK/UKzlQH4iLtbMZu0LJLTfUN53EbTDhWhDaJSpKVrBKPK0VJJCj740dHXxFdW0YrwcNzXz5yPF6M2OO3bVHZ5Xny58LdOlzdOlmTdMvlvt1s+sZsxmDB6Qsvy1hpKQfTZVrX669d5yO1Y4wh+63KJbWXFdKHJbyW0qPyBURUQ3LHskyvlbELnk1mkv461bm3W4URSFMxbgobWZAUoEhPcAgHv0/fv9cicD3rknPJc64X9uNj62W2WG2EEyWEgDzEo2OlJUd+/wBzokarGWPiuLeHC86XDx7juw+j9jjiQjtO0KKcXJtZ1nSiq1lxei5duStecvHnrL4Mm5FFltNmZdcaW5ppo9llevQHpWdn5a+QrJ4Nz3jWew8nlwjIYjWAeZJW+3rqa6VKDiQCTr3FdvXt99aBiXhiu1tazFi75E1ITebZHt0eVHQrzEBpISCtKj8kIGgruN+nashZvDQ/Y3232b+XXLhAVaL22lkNNvRCyG0+Skb6XEBKdKVvfcn4g8sJbWmnuZNu773Xlkz2Nowug5RlF41yUYKLSaTqKcm8uPWWejrVZrcsa5piZlPYTYscv9xtTrvlC8piobieuioFa0qKQd7ISfQ+tSNWNxuwxsWx+22eGVmLAjtxmi4QVFKEhIJIA79u9ZKvUw1NR/1HbPkNqngSxH/LQ3YrS3bfa+3uSQrqv+mLAPKPDQPcF1fr/wCmbrtQqhn0k3g95I8T+RYTLwJFvH1Oy95zs6Z7OUqUpJT09j37VqcZdmx2eAbLA/zGN/oEf+ZT/dH3VlmY7UZHQy2hpH91CQB/wrpYyrIvGZ4F5EK95Le7jecdDiUrXKlm6QVf/u1qV7ze/gRquz7wjeJy0eKniaLlVvZEG4tL9muVvKtmO+ACdH4pPqDQE20pWA5AfuMXBMietAKrq3bpCogSNkuhtXRr796oDQeSvFvw9xBdxasuz+0Wi57AMQrU84g/7aW0qKf+1qty4/5Ww7lW2m4YhktsyKKNdS7fJS4UfcpIO0n7iBXUD9HVxRw/z7yDnMDmZBvObOv9cODc5jrBd95XmqBSpJU4DrsT6fCuxDgLwJYd4auXLxl+Dz50W2XS3qhuWaSvzUMqK0qC21nvrtrSt/poDi+Nnxu4/wCFrG27fGdYuOcXIdMK3lWwwknXnO/JI+A+NSthfiE47yO3WZhHIeKy7xMaaHsrF5jKdW6pI2kIC9k7+Gq6svpWfDhj3FuaYpksO73683jKpj31g/eZiXtAFPSGwlCekDq0B3q3nD/0WPDOI3HE80gysoN4hFi4tJduLamvNACu6fJBI38N0BdiXLYgRnZEl5uPHaSVrddUEoQkepJPYCoQn+OfgW2ZF9RyOULEm49XR0ocWtoH73UpKB/71VL+kz5cyTPOV8I8O2I3Fds+v1tOXV9tRBUlxZCEEj+yAlSiPjoVLtk+iw8PkHBGrLOsbs+8ez9Dl9XcHUyC4R3WEhXQO/oOk0BcC0XmBkFtj3C2TY9xgSEBbMmK6lxtxJ9ClQJBFa9lHLuC4Rchb8izPH7BPKA4ItzujEZ0oO9K6VrB0dHv91deH0fWaXzw/eKfOPDleLq5dbEy467alOr35akALHT8gps7IHxFRt9I1hdv5F+kRwTGLqp5Ntu0K3xJBjrCXAhbzoPSSDo/qoDtSsXNPH2UTBEs2dY1dpR7BiDd47yz/wBlKya3IEKGwQR8xVBMi+hr4jXaZAxrIcqs136SWJT81t5CV/DaQ2kkfrrTfAlz/n/EfiFvHhu5Sujt6cjKW3aZ8hZWtKkp6kpCz3UhSO436elAdiOZ53j3HdjevOT3qFYrWz9uVOeS0gfcCfU/cO9RnhHjP4Q5Gu/1XYOSrJLnlflpZddVHK1fJJdSkKP6N1QX6XafKkc88X2rJpMyNx2tpK3ywSEEl3TyvkVBGvv0asBO+jQ8OXLvH1uuWAsrsy3WkPQ77aLg5IDh0CCtK1KB+8DpNAXiSoLSFJIII2CPjXmsXi1nVj2N2u1rd89UKM3HLutdfSkJ3+vVZSgPBOhs+lQ/yJ4v+GeKLkq35TyJZrbPSelcZLqn3Gz8lJaCik/p1VePpRfFBf8AiHDbFgWFvri5Xl6lNe1MnTjEfYSegj0Uoq0D8O9enw9/RWcW2XA4Mvky1O5rl09pMia9KmPNtsrUNlKAhSSdb7lRO6AtzxvzRgvL8FUvDMqteRtIG1iFICnGx/tI+0n9YFZPOs5sOA2F+4X++W6wxilSW37lLbjoUvpJCQpZAJ7eldXXjI8JUnwNXK1c2cIXKdZrdDlobn2tTynEshR0NE91NqPulKt6361cG+YZhX0hfhYxe8ZIbhGgSGBc/Ltj6WlokoQpKkkqSraQrfbVAUr+i65BxWH4iuX8py7JbPapUw6iSrrOaY84uSFlXllah1dkp9PmK7d2nUPtIcbWlxtYCkrSdhQPoQflXR39Hh4QMF8SXJPINsy127txsbW0uEbdKQ0okuuJ98lCt9kD018a7vrdBbtdviw2eosx2kso6js9KQAN/wCFAcmtat/JeI3XJX8dhZTZZmQMFQdtUe4MrlN9P2upoK6hr47HatlrqZ8Mv/lceQv/AE1x/wDCmgO2GVKZgxnZEl5uPHaSVuOuqCUoSO5JJ7AD51hMT5BxfPWX3sZyS0ZE1HUEPOWmc1KS2o9wFFtR0f01juZP+ibMf+qZX/KVXX39CJ/9AXJP/WbH/KoC/PKPO3H/AArCblZvlltxxtwbbRLd/rHB80tpBUofoFY/jHxLcXcyrDWGZxaL7JI2IrT/AEPkfMNLCV6/VXVVnlvxnkL6Tm+2XnmU63i3tS2IbUp9TLBT0D2dBUCOlB2e4I7/ABq8tv8Ao2OJ8X5NxLkDj1MjFpdnltyvZI8lciJKQPUe+SoEg+oUR91ASx4puKeLuXuOW7NyvcY1osCJSXWZsi4oglt4AgdLiz07I2NHdbjxTjWIcfcZWW04c9FTiMCKBDkMSUvNKaGyV+YCQrfck71VRfpjf9VmF/14x/4F1Lnhm/1EsT/9llf8tVAS2xzdx5Kstwu8fOsclWu369rmR7qw40xv061JUQkn4A+talgvjC4Y5KyU4/jfIlmuV46uhMXzFNFxXyQVpSFn/dJrqr+jH8J+O+Ja45a9mU+e/jVneZUuxRn1NMy3VBWlOEH0ABHbv39amX6RvwK8c8I8OxuReMrU7idytE5lD7ceU64lxCzoLBWpRSoKA7g/GgO1Ko85P8QnG/C6U/01zK1Y84tPUliS9t5Q+YbTtZH36qLPDjzpc8r8D9o5DnLVOvEOwvuPLUNqedYStOz956AT+mqZ+AHwvYv4x2cx5Z5hVJzG4SLmuM1BflOIbR2CiolCgrtsAAEAAUBc/wDGPeG786du/wDwOX/CqdsHzmxck4rb8kxq4IutkuDfmxZjaVJS6nZGwFAEdwfUV1I+KLwqcWeGjxZ8aMNY4i94FljwjScelSndx1KcDfU2tKwvQ6gRsn0NdteA4NYuNcQtmNYzATa7Hb2vLixELUsNJ2TraiSe5PqaA2CvBJ715qNOfuXI/DfH8y8r05Oc/qYbB/8AOOkdt/cPU/oqk5rDi5S0Rhj4+Hs2FLGxXUYq2crlDnPEuI4Ydv1xSiSsbahM++8v/sj0H3mq33f6RRpMlYtmJLWwD2XJkhKiPnoA1T3KspueZ32Vd7xLcmzpKytbjh3r7h8gPlUqcbeHWHmeNW+83bN7PjqLitSIsaQ4C6shXT3GxruK+blt20Y86wcl85n5Di/xL0p0pjvD6OSjFd112t5FhsP+kIsNwmNsZBYZNqbV2MlhYdSn9I7GrO4pmVnzazsXOyT2bhCdG0uMq3r7iPgfuNdWPM3DF44XyRu2XNbcpiQ35saYz9h1Px/QR8qyHAnN104YzCPLZdW7Zn1pRNh9XurRv7QHwUPWr4O34uFPcx/3R0bB/FW2bJtP8r0quNN6NeWTR2sivNcGyXiNf7TEuMN1L0WU2l1pxJ2FJI2DXNUdAmvo7tWfrkWpJNHmlU68K3i5zHlTnbOMIzOHbItvjyZiMekQWVNqfRGf8t1K9rV1KAUg9tVsPj28TuTeHDj63ScJiwZ2TTHVu+XcGlOtNRW07dcKUqSe20j19TS8ov8AuqvEtFb0nFaotJStes2Usf0Jt19vMuLb2nYbciRIecDTLZUkEklR0B3+JrlY5l1izGCZtgvNvvkMK6TIt0puQ3v5dSCRurNbrcXwKJppPmZela1/lLxH2tiL/Smye1SJC4rLH1iz1uPJOlNpT1bKx8UjuPjXIn53jVrvseyTMhtUS8yBtm3PzWkSHR/stlXUr9QqCxnaVjrVkVqvltNwttyh3CACpPtUV9LjW0khQ6kkjsQQfkQa4WPZ9jGXSZMexZHab0/GPS+1bpzT6mj8lhCiU/rp2DQz1KVrmRcj4niExmJfcos1llva8pi43BmOtz/dStQJ/VQGx0qFPFFzJeOI8AsV8xv2GQ9PvtvtylSUF1ssvvJQsp6VDvo9jv8Axr2Yly7fL34n844/kIiCxWazQZ8ZaGiHy46T19SurRHbsNCoTt12teSv2IbS8k/N17kz0r1vPNxmluurS00gFSlrOgkD1JPwrB45yFi2YSJDFhyW0Xt+OdPNW6e1IU1/vBCiR+upJNgpWPt+QWu6zJ0SDcYkyVBWGpbEd9K1x1kbCXEg7Sdd9HVcM5vjqY11kqv9rEe1LLdweMxvohqABKXjvTZAIOla9aAzlK19nkDF5N8asrWSWh28Oth1FuROaMhaCNhQb6uojXfeq9lvzrG7vfJNlg5Ba5l4jDb9vjzW3JDQ/wBpsK6k/rFAZyla9c+QsWsn1h9Y5JaIAt5SmYZM5pv2YqG0hzqUOjY7jet14uPI2KWizRbvOyezQrTLIEefIuDTbDxPp0OFXSrf3GgNipXHTcIq4QmJkMqiFHmB8LHllOt9XV6a18awmPcj4nl01+HYsos16lsf6WPbrgy+43/vJQokfrpxodpsdK1y7cjYnYXpLVzyezW52MtDb6JdwaaU0pf2EqClDpKvgD6/Ctc4/wAoyS98g5xCuk7H5VghPMC0t2uSlyWhtTYUr2lIUekk909hsVF50CRqVryeQsWXkP1AnJbQq+//AGrE9r2n/wC9dXV/wrm5DlFmxK3mffLtBs0EHRk3CShhoH/eWQKXlY40ZSlY+x5BbMmt7c+0XGJdYLndEqE+l5pf6FJJBrIVIFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAhDlqLkWcXKVY7dx2l+S17kXJ5k1DKI4IBDqCn+sOiT7o+I7g+lezDuC8nwm/TLvBzlt+VcEs+2quVr9pcWUJAUEueakhJO+2vlveqmORPjRHWWn5DTLjx6WkOLCSs/IA+v6q03knliBxtNsUaXGelKubq0/wBQCpTbaEgqUEgEqO1JGh8z37V5+JgYUZPGxZaeFeVc+J9Ps3SG24uFHYNjw1TTtVvb1Zv9d1+m6jSOHknA2K5lmbuR35iRdnlMJZTDkPH2ZvQI6gga79/iSN7Ot15wPha2cfZneL7AlPONTYkeGxEeJX7M22kJ15iiVKB6U636a16a1k4XLWN3N/GWoU0ylZD5vsRbToabSorKt66dFPT89n09SPF+5TtOOZYqwyw4JAtbl18xIBSW0FW0/p0lR/VVt3Zk/qZXeva1+GYvF6WlB7K3Pdca3X/bF50npTjnWeT7TZUWS3NvOPIgxkuuqDjjiWUhS1A7CiddyD33XKZYbjoKWm0tpJKtIGhsnZP+Na9AzuHd8Cbyq3xZc+I5FMpuLHa6pC9DugI+KtgjXzqOOPvEvZ8ovuVR73It+NxLU401HTLmI8x5Xvh3SgrpXpSRro32I9ditZY+FBxTf6tPc5MPo3bdohizhBtYf6uadpVWurJkn2+LdYbsWbHalxXR0uMvoC0LHyIPY1icawPHMOU6qx2OBalujTi4kdLalje9EgbI2T29BWvXrnDE7Hc7FCcmqfVd20PMvMI2000vXQ46o66EqJABNaVL8UtttmBy8glWtapCLs/a48Jt4DzSgdYWVEe6Okp32Pc9t1nPaNng7lJWjo2fozpTGgoYOHLdk1lom3aWT7n3E6VhYuFWGHfpN7Ys8Ju8SDt2cGE+crsB9rW/QCq/K5qvGZ5Rxg8+wzZUTbq4FQ4c8vqWny0aDyQlPQQl4e6d7Cwe1Wbq+FjYe0W4rT8X9zLbdh2notRWI6c07SfKTTVrJ5oUqLcp5DnWznLGMYaktsWpy3yJ1w6wkDp6VhBKj6AKR8Nevetls+RwoJnSp+XQLlFmrdmQEhTTaWYqEpC0pKT/AFgSoKJWfTq121V440ZNpcHXzzOfE2DGwoQnL+uO8tXk21y1yb7jba/KVBaQpJBB7gj41XHl3mnJZOI5RcMZ9ibxuO0htu5ORpXmvpcKG1Kac6Utgha9epOhsVunDuWS7eiyYRPDM6fHszc1UqG0pplhjSEtNq6lKK3DskkaHyHrWEdrhLF+mvPx/ZnoYvQm0YOyfzU2rt9Xikkm2+VWstc+ZLlKr4jxJ3Zy/XLHmrRAfuNqkPC43RD7nsLEdBSA52SVk9SukpHoUnuRvWyx+e2Wc7yiySLdPuLdvLBiIs0F2W4tCkbWtfQCANka9Ng/GpW2YMuPGvH4iuJ0Ft+Hd4fDeyaeVpX6p92ehL1eAQfQ7qHs/wDEtZcKftUZq3yp0uWpkyWndxzAbc1ovdQJSobHukfpI7boVz3YfFDxZzxlo405EDsG6z/a4tlMto+WHtFCENyAUdRO9hOvh860W04LbjvLL7nNLorbowjiPCdSTa7lSbrXivO9C+3i9uGN23w2cguZWqOLSq0vo6ZBGlOlBDYTv+119Otd6o39CNGuAtHJsghYtCn4yG976S4Arev1aqFI/A3in8a+TN2HOstT7Hb1JclNT5bSG4w2R1BlgBK1feN+o7967W/DT4eMe8MvFsDDsfBeDZ86XNWNLlPke8s/4aA+AFbRnGauLtHBjYGLs8/p40XF5ZNVrmvQlWvB1rv6V5rVeVcYuOa8a5PYbROFsutytz8WLMKinyHVIIQvY7jRIParmBTzxe/RkWXl67Sc442nDDc86vPWhslEaW4O/V7vdtZP9odvurVfo+PF3nj3KF14D5dK5WUWoOIh3F5XU8S19ppxQ+327hXqR61rsKb9IFwpE/o/FtVr5EiI/q2LnIDchxKfQHrLjZ/94KNbr4HPBJyDifMt35r5jlsHL54cLEFlYWpK3PtrWU+6NDsEjdAaB9NP/p+JP/W3/wD8SuyfB/8A6DLF/wCos/8AgFVv+kJ8Ic7xX8XwY1gksxspsj6pMESVdLbwUNKbKvhvto/MVXDDJ3j9cscDAU49abLAhNoif0ikhrzi0nQ2HPMUCdD18sGgIw+kKwW1XH6Q/EmczdlQMSyCPCZcmxHgy4lG1NqKVkEAhWvh8atU19EZwo82lxF+zlSFAFKhe2yCP/vNb94wvBfG8VfFNpt8ici35xZmguDdVDqSXOkBaFkdylRHr8Do1VrELp4/uDrVGxCDiltzS3wx5Me5TQ3JKWx2SPM85ska/vAmgLN8LfRtcUcD8mW7OsenZNIvsELDX1lcG3m1dSSk9QDSSex+dVE8bv8A5UTiv/ctn/Pcqy3hq408TuRctQs85syWDBs0Nl1MfF7coBHWtOgopR27f7SlH5VUP6StjI5X0gWFtYg82xlC4EAW1x0gIS/5rvQTsEa38xQHcbXU5f7rH5I+mGta8d1JatT7bUt9k7Ttlg+YSR8j2/VW3X/LfpCMqhvYkcUstpDyPJXkEJDbatehUHC8oA/eEfo1U7eBPwJt+GRm4ZTlNwbv/Il3SRJmJ2pEZKjtSEKPdRJ9VfGgJ0568PeF+JDCXsZzK3CXHPvx5TZ6X4rnwW2r4H7vQ/GurvOME5m+iszGBkWPZErJuMJ0wNORXVHynAe/Q62T7i9A6Wn4j9VW58WHGniatvMKeQOD7/GetS4LUeVjkl4dDq0dW1FtfunYIG0kHt61XHkXhvxk+Np+0YxyVYrXhOLQ5IeecbShptRHbzCkOOKWQCdDYFAdnXFnINv5W48x/L7Xv2C8Q25bST6pCkg6/V6VtVapxVx5b+JuOcew+1kmDZoTcNtRGioJTon9Z71tdAdVf0rbDuJeJnhnMp7Sl2Fry0LWRtCVNyAtQ/8AdUDXaNZLrFvlnhXGC8h+HKZQ8y62dpUlQBBB/Qai7xQeGrG/FHxlKxO/7jvA+fAuDY25EfA7LHzHwI+IqjGLYb45fCdbjieIQbVyPjDCuiC5I6X/ACW/h09Tjakj/ZJOvhQFifpT8xteM+EHJoU91AlXdxmHDZJHUtzrCiQPuAJrkfR0Y7PxzwP403cErbckxZUptDg0Q2tSyn/h3qv1i8FXPHi25FtWUeJG8R7TjduWHGscgLG1DeyhKEkhAPoVEqOq7H2cfi2jFhZbVHbixGIhixmEDpQhIR0pA+70oDq++hx/6YebP/uP/PertYqin0eHg+5D8NXIXJV4zNm2tQr95fsZgzA8o6dcUeoaGuyxV66AV1NeHZJtP0u+dNydNrfduHlg/HaEkf8AAV2y110+MjwU8nMc+xOdeDn2nckQpDsm2rWlK/NSnp6kdXuqSpPYpJFAXk5lUE8S5iSQB9USu5/9Equvz6ET/wCgLkn/AKzY/wCVWbPH3jJ8VWHz8f5Hfs3GmNux1h+PbWgiZPVr3WlEOLCUk62QR2+fpUj/AEaXhSzzwtYpmVvzlm3tSLrNafj+wSg+ClLfSdnQ13oCQPFx4GcH8V9rEmcDZMujNlEO+xUjrHyQ6n+2nf6x8DVIuGeZeW/o+ee7NxHybcFZFg11cQ3DfLhdDLa1dKXWVHuEg/aQfT4VLWe4h40+D+SMmunHUqBneH3Gc7LiWmWtL/s6VqJ6AlakKTrfoF6+6tLw3wg+IHxWc+WDkTn5iJjVosy21otrBSFKShXUGkNpUrpBPqoqJoCXPpi1BfhYgqB2De45B/7C6l3wzf6iWJ/+yyv+Wqsb9IZ4eMt8SPBkXFMKahuXRq5NSimbI8lAbSlQPvaPfuKkDhfi6+YN4XrDgl0Qwm/w7GqA6lp3qa80pUOyviNkd6Ao59CL/wDWzlL/ANZi/wDhXVjfpU/9TDLf/WYn/OTWs/RpeEnP/C1CzhrOWbc0u7vMLjewSw/sJCt9XYa9RUweOfhfJOf/AA5X7C8TRFcvc16OtpMx7ym9IcClbVo67CgNF+jWtca+eBnFLdMbDsSW3MYdbPopCnVgj/A1RqLN5X8FviEynA/D5eInJEKa6qQ/Y2oa5ggnfYPBJSELSDrqC9H496vvwBDHge8GVuZ5UkxrcqwIeXLMN3zkqK3VFCEHt1KOwNV1zcZZPzL/AJcsv5U8M2DZC7jd7fccfavEZDzL5KytY6ipPUOokjpVsb1QFieFPCXzl4i/EFZOWvEM21aIVkWl6FZR0AqUg9SEpbSpQQgK0okkk6rs2A0AB6CutjH/AKVHN+Mcjg2PnfiObivnLCFXOKlaE/eoIWNKA/2VmuxXGsjt2X4/br3aJTc213BhEmNIbO0uNqGwRQGTqiX0h2QyHcqxqyhZEVqMuSUfNZVoH/AVe2qO/SHYnITdsayNCdxVNLhrV8lb6h/w3Xm9I3/Luj5D+K1N9E4m52X3WU5rIWC1zchvlutkJK35Uh9DTLae56ie2qx3pVuPCxxdFwPFZfLWTsKWzHaUbZGSgqWo+nWAPiT2H6zXzGDhPGnu8OPcfivROwT6Q2lYayis5PklqcTx2XFiO7hFgUtLtxgwSp9W9qGwkDf6Sk1VI+lbhyrlF7zvM7jkd6ivx3Jrp8tLrakpQgfZQN/IVp59KY+J9XElJDpjav5zbsTGSpPTuWSOzHwW5G7f+CLUh49S4LzsQE/3UnY/4KA/VU7q+yf0VCfg7xV3FuCrIH0Ft6cpc1SVDRAWfd/+ECpsI2CK+w2ZP6EE+R/QnRKmtgwFia7q9jrWwaOcNxRPKjCdLxPlW6NTnB/+wSXUsvbPyBUhX/ZrY/Fk8jlHF/EHmKT59oxaxtY1bVjulT63G3pa0/eNtI/UastjXhatVk4kz/Apl1cucDLp8+e8+uOEKjqknekjqO+ggEHY3r4ViY3hAtsPwsXPhoZJKWLm04JeQvMBb7zq3AtTqkFXcnQGur0FdEcklySrvpJ+VPzPXwnuzTfFu+7ebXna8iv/AIkr9cb3ytwfhkjC7tyJi6MeXeJGLWt5pr259CUJQpzzFJStCNklO/j6VmuKLFlVq8S+K3rDuB77xHikmK/CyKO67ERBfT07ZcDTLhAWlQPcJ79VWI5M8Ntr5IsmKLjX6fjmVYu2E2nJbV0h9n3AlQUlW0rQoAbQex7Vj+M/DVdMczmNmWdckXvkjI4TK48FcxhqFFioX9opjte6VnQHUaumt5vtk++7r0yzMWnuV2Jd1fLIO8JHE+KS4PMGd3LHoV+ya35ldnLfImsB1cUtHqSGSrfQSokkp1vf3VkPC94fMC5k8PTebZlaIuQ5jk5kzp2Qyx1TI7pcWAGnftNeXoABJH2anri3jazeHTHcpTOyJqRGvV7l3pTs0IjpQp8globUQrWtb+Pyqm0e+4ParPfVWTlHNuOMXuUmSuVxzGtIkuPOqUrqRFkpQrykuHuAg/2vhXJKcYrcbz3UvFLPtz7OR24WzY+JF40YNxUm26dVbq3pl28zT2Mhu2PeBPivF7VHud7hZDmsq1z49tfDcqdHEuQstJcUQAXOgAkkb2a3y/4zkTF9wq58YeF7IuM8htF1jLcurLsFpp+IVBL7cgNO7cBQT6gnYqYPDj4Wo178F2MYDm8Sba5RcdubKm1+XNtzq31vMrSrv0uJChv9YNbTZfCbkM/IbTL5A5hyLPbPZ5KZcCzOxWILXmI+wX1Ne89r197XfvXfLLHk3/dft+HlocjksSNpap5d7b+6z1yLFF0Nxi46Q0AjqUT/AGe3euvjE8fxfPxmNwsfDcznB+5XOWtecZOI0aMpYWU+UwpxSlobb10goA9N12EusoeZW0tIU2tJSpJ+IPqKrFYPBZdcQcnWXHuX8msnHMx959eKxY7HUjzVFTiG5ZBcQkknsBvv61zNW33fPiNE6iu9FX8cuc64eAXAW56yXIfIEeI22Xi6GW27mUpbCz6pSBoH5CrScdf6+fKv/sxav+9VLV4HrZZOFLfxrEyiSi1W/JE5BFkLiBTiQmR54YVtfvd9jr3v46qUsf4XYsPOWUckJurjz98tsW3Kt5ZASyGd6WF72d79NDVaye9NS7W/OCXuYOLt1yX/AHt+xrnjEwq6chcF3ew2a8QbTcZT8fy03KV7MxM6XUqMZS9jQcAKO396q5YdKwjBOWMC/ppwjceEMlbnCJb73j5ZNruD7iSnyXnGhtaVfDrAP31cTmPiOyc3YHNxW/F9uJIUh1uTEX0PR3kKCm3W1fBSVAEVE1i8I95n5LYrhyLytfORrbj8xE61WmXCjxGWnkDTa3S2NvFPw6td6ph9WefP54+nqa4nWhXY/nd6mO8Lf/T94jv/AGkY/wDpZFQDenUucH+N5Ta9/wDzem6Uk/H2ZqrN5l4U7hM5Pu+a4NyTeuO5l+DYvkWBFZlNTugdKVJDoPlL126husRZPA/asf4r5ZwaJlM9cTPpDshybKZDr0RS2koUSSr+tO09Wz0+vpVcOO7h7r/tr1j9kaKVSfbK/f8AJAHiM4Iw3AfBphmV2K0NW7Mm3rK7/SZjabipbzjSXCp/7Z2Fq7E6Hb5VvvP/ABDiHCefeH2+YXYYdhvT+YxbXLuERHQ9MYdbWHA8sd3CrW9q2e5+dTvyz4cI3KnBtq43evjtuYgG3kXBEcOKX7KttQ9wqAHV5evXtv41leZODWOXp+ASnrs5bDiV/YvqEoYDntKmgoeWdqHSD1evf09K7N6Cnvf77/6cv3yObde4ov8Ata8cyu+BcOYpyn41udn8utEbIocFq2JYt1xR5sZK1sHqcLavdKtAAEjt31WH8LHhzwHK3eZ4WQY/Gv8Aa7Nk0y2Wi3XNPnx7bH6ErKWEK2G9qWTtIB9PlVpMF4UYwnlzPs6RdXJb2WCIHISmQlMbyEFA0rZ6t736DVeOI+EWOKX86cauzlx/pTeXrwsLZDfs5cQlPljueoDp9e36K5FlFL/bXja/cs97ev8A3X4U/wBimWM3SzPeCfFMdyS6Xt6E5lr9qh2KzpL0u8NtSnAiCCVDpQUgbUT2ArhcjWl3DeVODb9Y+DofDqHsuiQFzm5MdEuS26ClbLjTHZSSn1UonX66sg54I7WviW1Yi3llyhXey31/ILTkUJlLb8OS44pf+jJKVJHVognvoelcO6eCq6ZhdMSvuZ8s37Lcnxq7R7nCmSYbLEVAbV1FsRmulIK+wKySewrXDlWIpy5pvupX46kV1HF8mvV/safhfD2J8n+OHmuTlllh5Czb4VrEaHcWg8y2tTaupzoVsdXupAOtjXatayHK7lxtL8Yl6x4mLcbexF9kW0NeSfZQkKA+HSDv9VWtwvhZjDuYc6z1F1clPZS1EbXBUyEpj+QlSQQrZ6t9XyGq4Fg8PFptuW8n3a4yzeYOeFsTLa8wEoaQlryigK2erY7+grlnGTjGMf7WvE1g6k5S/uT8CjVrwQ3TgeFbbV4WstdyyRbkSY2dIlQTNXMUkLTKD/neZorPVrfp21UnciYDyFmUvijKcjwy0ck3W14yWL5x3eJzSJCJBKeqYhpRKFqPTrv27+tSY34K8gi2v+icTm7LIvGgR5IxpMdgvJY3/oUzdeYEa7a16dq2/kTwpwshl41eMMyq6cd5Vj0A2uDeLehEnqinX9U807sOjYB7ne+9dEmm95c/LJru48PsUSayb4eea8eHyzSvCBfMAaznNrNj+H33jDKFoYl3LDLolCIzCe6UvR0o2jStaJSddh2q1lQ9wx4eE8Y5HeMsv2VXHO83u7DcWXfLi02xplvZS22y2OltOyTob2amGpeiCWbFKUqpYUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAV4PYV5pQFUY8GTznn14Yntym5jN2TH7BTf1XBYWFEpV/ZcdUAkEd/tn0rUeZOLsgxHkWwWrF7jMu15nNS5MZanl+ahsBR6ApxxXvJQFe8CCSewB1V2ghKSSEgFXqQPWsdKxu1zb5DvL8Fh26Q0Lbjy1IBcaSv7QB+//AOU/M14+J0dHEg031m9fGz7vZf4pxNl2iM8PDrDjFpQ1V7tK9Mrq17vMqpbbK9a+VuMMVZampU3ZZ6g3emksuBa0Sh7yWj7qSpGxpRVpQ77rl3Lws3LG8bcudyujN8FoxuahEQIWoplEPLbLQ+KUlwEb79Q2AN9rNTcQs9xyS3X+RBbcvFvbW1GlnfU2lY0oeuj236+mzr1NZmpj0dB7ynnnl2Kl+CmJ/FO0xeHLZ+rl19M3vTbp6q1PsIOxzE3HPClEt0l2XDdFlXKPs7ymlklKnQlRGj0nYBT8RsVC3HnJEheKWWLjmEsOKtbkeNOyNu2okyYqVuKK3EpCSd6I1vf2VE+oq67rKH2ltOISttYKVIUNgg+oIrC4rhFjweE/FsNsj2xh91TziGE66ln4n/8APt8KtibFKUobkqSVPLPsM9m6ewsPC2hbRhb8sSe+lbUVd711rk8tVzRpWXcEQstzZ2/ru0qLHlx241wt7baSmU2haVhPWRtCSUJCgPUD1G6h/Acfu9l4Oye5qxSPe8gg5DJkw41xh+cpr/RIWtCPUkdKuw+W/hVorC1cmbRFRd348m5BH9e5FbKGir49KSSQPh3Nc/QrWWxwnLfWTz9fwcOD05tGBhfy+JU4pxrhlG8sqdNZNvOkkQRKl2DlLkDArxbI93ees8h12SlizOsMhxxtACnXHegJCS2n06yQNffU8V40BXmunCw/p23q9fKjydr2r+ZUIRTUYKkm7ybctaXFvgV8hYU3yN4mMouN3guu2axw48VluQghp9wgKGwey0g9Z13G+k/p1vjrw+35m95PIucOO5b4btxg221zFKZbkIe6elfmIBKWykn0GwR8PhabVea5f5HDb3pZu2/P8Htf/kW1Qg8LCpR3YxS1rdVNrk5W7eudWRJinC848MTcHyq6+3iT1IaWwpTghtgpLTaFLAKggpBGwPlrQriS+LLNguHrveTXCfdJVnt/szs61KdhOyIjYHQ0tLbnvnt6kjfx1qpmr1vsNymXGXm0utOJKVoWNpUD2II+Irb+Vw0lSzSpXmcH/u+1OcnKdRlLeaVLN60+FrXnld0VwzBl2RgN1uUDi2Fj7AtamUXWXMYDyI5H9hLQWokj4Eje/WpY4vwW12GG3f4zK0XS72+EJiy4SlXlshKdJ9B2rXcn4Wuz9mm47j2QJt2LXApD0CWyXlRE9YUoRldQ6Uq1roVsDZ1qpXhxW4MRiM0OlplCW0D5ADQrHBwWsTemtF2a56Ud237fCeyrCwJ/qbtLevd6tKW83xWibVqyJpHhvtN1u2QOXe4v3C1XeYucuAEBtQcUkhPU6D1KSjqUUp7AE7O9VgW/C+m8yL65fLqsGRNiphvR1eY8mFHR0IbUtQBC1DXURvukHZqfaVo9jwJax+fGcsOnekcP9OK9EuGVVp5K3q6VkQweNZln5/gXq1W9NvxqJjqYC3ELSEuuBxXS3072dJCDs/3RUvUpXRh4UcK1Hi7PN2ra8Ta3B4msYqPgufbmKUpWpxClKUApSlAKUpQCupjxu/8AlROK/wDctn/PcrtnrT77w/g2UZXEye8YjZbnkUToEe6y4LbklnpJKelwjqGiSRo/GgNwpSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQFYPpGeFMh508M14s2LtLl3iHIauDcJB0ZIb31IHzOjsD7qrX4XvpNuN+G+I7FgHIVgveKX/HGBAeaYgFxLhSftFPYpUfiCPWuzL1rTcv4YwLkFwLybDbFf1j+1cbe08f8VJNAdYPjX8Z+M+NTFbVxfxPiF3yW8y5zb6Z0iF0LZ1saQnuRvfdR0AK7IfDFxxcOI+AsIxG7Oh252u3NsySDsBw7UpIPyBOv1VtWIcY4jx+z5OM4zabA1/dt0Jtgf/CBWzUArSeXeM4HLOET7BPAT5yepl7Wy04PsqH/AOfput2rxqqyippxlozLFwoY0JYeIrTyZ1Bck8Z33i3I5FovcRbC0qPlPa/q3k77KSfjUgYp4uc9w/GIFhgKtyrfCbDTSXo3Uen7zvvXY3mfH9g5AtioF/tke4xj6JeRspPzB9Qf0VAV88AWCXKWt2DcLnbEKO/JQtLiU/o2N/8AGvnp9H42FJvAll5H5Vjfwt0hsONLE6KxaT7afd2lPOUuesm5et8OHfkwgzEcLrfsrHlnqI1371tXhr8Otz5dyONPnxnI2LxXAt+QsaD5B30I+e/iatjh3gd47xiSmRLbl311J2EznB5e/wDdSBv9e6n222qJaIbUSFHbjRm0hKGmkhKUgfICtMHo+cp7+0Ozp2D+FNoxtoW1dKz3muGt1zZ+4EJq3Q2YzKA2y0kIQhI7AAaArkUpXvn6glWSNPyPPhGuTljsMU3vIgB1R0HpZigjst9z0QNd+nuo/AfGsXI4fjZS0XMyuU3IJLiT1R0SHI0RvfwbabUOw+aion51mE8cQWMqVfItwusJxx3z34UeYpMV9zQHUtv0JIA9NegrbK5lhvEv6qtcuB6z2mOzKP8AJyadZvSV8k+C5V42VmVEvPhbzASG1TLtxrcF9LiSS4qAon118NfP+0Ox94CpWPKics1FwWOL9IWPfuDqVNwYu/itZAKlf7CNn59PrUgrQlxJStIUkjRBGwa/LLLcdsNtIS2hPYJQNAfqrPD2eWFcYSqPLl3Pl4HXtPSeHtqji7RhXjJU5XSlyclWb7U1fHt06z8WWtt8XC/hOT3xXdc64thYR/stNnaWk/cnv8yax2b8AYTnUciTZmbfM9UTrchLDyT89gaV/wBoGpGpWzwMKUd2UU0cEOkdrwsRYuHiuMlpTquxJZV2aEJwcV5X43HkWe7w82tKRpuNdlFqSgfABe+/y7qP6BWdTmHJ02KG2eP4NulqIT5s29IW0n5qIbSVEfcKk+lZx2fcyjNpctfdNnTidJ/We9jYEJS500/FRlGPoa5hltySFHkO5NeI1ymPqCksQo3ksRh/dQSSpX6VH4egrY68bpuumK3VR5OJiPFm5tJXySS8keaV43TdWMzzSvG680ApXjdeaAUpSgFKUoBStM5a5RtnD2Fv5LdmX5ENp9iP5cYArKnXEtp9e3qoVuKFBaQfnThY0yP1Sq9ZX4gc/u3I1+xbi7juHl6MdeajXe43S8pgNNOrQF9DY6FFZCVAnsPWrARlOLjtqeQG3SkFaEnYSddxv40WasPJ7rPbSleN0B5pXim6A80rxum6A80pXigPNK8V5oBSlKAUrxulAeaUpQClKUApSlAKUrQeZsnzjEsT+sMDxaBlt1bc27CuFz9hQloAlSwvoVsjQ7aqspKKtkpNukb9So54D5Sl8zcO49mci1N2mZdIxeXAbf8ANQ0sEjpCyBsbHroVoPFHPvIGQ863PjfPMDtmKSGLKb1FlW+8+3ec154aSFDy0hJOyfU+labr3t3j+Cqdx3loWEpWk8wcoQuI8HmX+Uyua+FIjw4LP+klyXCEtNJ+9SiB93rXNsknK5HHrMi4RbfHy5cPrVGQtRjIkFOwkq1vpB0CapeTfItxS5m00qN+DeW/8rGMSnJsA2fJbRKXbbzalK6jFlI+0AfihQ0pJ+IIqSKsVTsUpSoJFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAhHM/Gvwfx7k9wx3I+RbVab3b3PKlQ30u9bStA6OkEehHxrC/jCvDr+day/8Auvfw60Llv6LTiLmfka+5rfbllDN2vD/tEhEKcyhoK6Qn3QWSQNAepNUu+kI+j9438LXEFtyjEZ1/k3GRckQ1ouktp1voKSToJaSd9vnQHYd+MK8Ov51rL/7r38Otw4w8VvEvNGQqseE5xbsiuyWi+qLFDgUED1V7yQNd6op4Y/osOIeYuBcLzO+XPKWrreICZMhEOcyhoKJI90FkkDt8SatL4cfo9eNPC/nTuWYlPyCTcnIy4hRc5bTrXQognslpJ32+dAWepSlAKUpQClKUApSlAKUpQClKUArReV+ccE4OtkO453ksTGoUx0sMPSwshxYGykdIPwG63qut76bT/ofwL/rpf/JVQFm2/pB/Ds6tKE8rWXqUdDYeH/4lS7gfKWIcoW9U3EsktmRRk6612+Sl0o36dQB2n9Yrr64P+ia4d5J4dxLJ7ldcrZud2trMt4R5zIaStaQT0pLJOvu3VaOZ+Ksl+jM8TOJ3DDsmlT7LcSmQz5h6FPM+YEuMPJHZX6f0HtQHeLSuDY7mm9WWBcEJKEyo7b4Sfh1JB1/xrnUApSlAKUpQClKUApSlAKjnFvERxxm3INywex5ZCuOWW3r9rtbQX5rPQQFb2kDsSPjUin0NdUfgx/8AKics/puH/NRQHa7SlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoCufjd49zvkvje1WnArq0xOTcm35lnXcTAVd4yQeuOl5PdO+x7fAVDHhwzDE7TF5b42tmH5Jx7mlssL0mfj9xuzlxi/6M6dYWpaiCStPy2CO3arecq8M4fzXY2rTmNmbu8NlzzWduLacaXojqQtBCknRI7GsXxL4ceOuD2JyMOxqPbHJyQiVJWtb776R6JW64VLUPuJ1VFHKafG/b27C+9nF8q97Ot+VlvsX0TdkQ/eFM3aVfy0yFyCHnSm4qKkjvs6SCT91crmiwSL5knOd++vrxBnY0MYdtfsU5xpDDzzLSVu9KTpSukEDex7xq77/AICuCpK7spWBxR9ZOea8lMh5KUK6uoloBemtn16Nbrbbl4YuOLwMn9rsBd/pKIYun+dvDz/ZQAx6L93pAH2db+O63lLe3pNZvPufV/DM3m1yV+rb+51y5RZ5Vhz7LuPLffrxHsreb42pDpnurfQuSy4X1halEgrPc14stifwXK4Vytd9vYXj3MYxi2Mv3J5xuPAKStbfSVaV1FXcq2e1di9w8LXGt0yebkMnHi5dpk6Hcnn/AGt4dT8VJSwvQXodIJ7AaPx3R/wtcavuOrXj5Up3Iv6VLPtb3e5a1532/l/Z+z91Vg1F33em59k/MlpO1wp+ql92n4FEfEXeYHMF05XyfEsGuF3ViEh6JMyy85q7bRAkITseyxgelSU9tAgbrlci5TknJfhx8I0ubkdxiXq73+IxIu0d0iQSUKT17+KtfE/Grm3/AMFfDOUZjc8ouWERJN2uXUqWrzXEsvLUNFamgroK/wDa6d7+NZseGDjcY1hNgFgP1VhkpE2xse1vf5q6nfSrfXtetnsokVlBOMUu2L8tfP8AyTN221ykvNZEXwvAtaccm5w3ZcsvLeMZTZV2+Vj0uQ7ISJRHaWH1uFQXv4AfE1WiFybkHKfBuB+HETn0Z8vIl47f1JcIeZt8NYW48o+ulN9Hf47IrsgzTIJWKYrc7tCsk7IpUNlTrdqtoT7RJIH2EdRCdn7yKrP4YOBry/zjnnOmaYwjE75kfTGtlkWtK3ocYABS3SnaQ6vpGwCda9e9XgrnUv017O0vVruKydQtfq4eKp/Z96LTWS0RrBZ4Vtho8uLDZQw0ne9JSAB/wFRn4n8juWK8TzZ9ryS84rLQ+ykXKxWH66koBWAQI2veB9Cfh61LVKiVyJjUcijfh35ayzJOXLJb7ly1n+SQ3S512288ZfVMV3TaiOuVr+r0RsfMgD41eSlKu3aSIrOynP0jXB2F5Zxi7mt5gOu3yBIgQm5YnPNNoYXLQFgoSsIPZaveI2N+vapcwjwp4Dx7iGQWnB1XfFk5DHS2/crbd33JKAAelbLjq19Ch1HRAqUcuxCzZ5jk6wZBbmLtZ5zZakRJKepDiT8CK0zh7w54HwMq5nC7U/bPrHoMhLs5+QD076ekOrV062fs6qkVUZR4P9svuTLNxa1Xyyp3hx8MJuXLXMLf+VXkmL9R5O0z1R790mfqM0vqk/1f9Yrv077e6AKvbdb7bMeYadulxi25pxxLLbkt9LQWs+iQVEbJ+A9axWLcd2DDLzkV0tEL2WdkMwTri75qlec8EJQFaJIT7qUjQ0O1Y/lHhrD+Z7Zb7fmNmbvMSBLROjNuLUjoeR9lW0kb/Qexq7laiuVX5JMmVOcpLiYnxE4zfcy4ivllxm+t49e5iUNx5TkgsBZ6wS15ie6CtIKeodx1VCPhjtmMcWcnSsNdw6/4BmVxtq5y4Eq+OXS3z0IWAt5panFe8CoDZCT39KstnXHuPck4tJxzJLY1dLNICQuM5sDsdpIIIIII7EHYrUeJPDNxxwfLkzMPxxu3zpCPLcmPvuyX+je+gOOqUoJ38AdVSKqTb4/giWcUiueHZjCsfgx5rl3O8NxFN3bIoyHX3+lSXFOuBtsEnfUSQAK0DlfFl5y+hqZd7lGhWzh9i7ojQ5S2Q7KaQVMuLKSCehWzr0J9d6q2d58G3D+QZjc8nn4XEkXe5BZkrLrgaWpQ0pzygroCyD9sDq++tok8DYTLU8p20FRdsQxtZ9ocG4AGvK+18v7X2vvqM2s9aXpFr3aZfeqa5W35yi68lR155varrg2MZM3Eye8SLlfcMx+9zp8qUtxS5rk5sealJPSnQISAkAaArJch8XJwCRybNt2R39QxG9WGVa2Xrk6pKJclxr2iQravfUsEjpO0jZ0BV6754a+PMiaU3cLEX0KtsW0Ee1Op/wA1juBxlHZX9lSQd+p13Jrm5BwHhGToyFFys5kJv70V+4/5w6nzlxyksnsr3ekpHpreu+6tHKSl/ub8LtLwRhJOWG49nrVWVH8RjKObeUsqh2Hj6Tm0nDmI7Vxn3TNHbJDt7qm/MSplCDpStEEqUNelYi4ZXkmc+BzhaVOv82Pe5eZQLcu6x5AdfQgTHmQoOEaWQkDSiO+gatjnHhJ4o5HzVOV5BiMefe+lKHHvNcQh8JGk+a2lQS5odveBrMNeHjAI+E2PEWrElrHrJckXaBCQ+4EsSUOqdSsHq2QFqJ6SdfDWqthtRpS5p+Tt+fxm+8t5Psa9K9zTcK8I1g47zkZDj99vTTE2C9EvdvuE16Ym7KcA084pxw9C09/sjR6j6VBzeVXuxcS3zw/JmPf0w/pEMZgPdZLxtL5LwkA+pCI/mI38CkVdy+3F2zWOfOjwX7m9GjrebhRdea+pKSQ2jZA6la0NnWzVc+IuOb9yTz9O5rzDDl4S5HtibPZrTOWhc0pKupx9/oJSk9+lIBOhvv3qiVyp6cfO1+O5so+rHeWvDv0/fwRP8Ruz8eYlDjyJce12i2R244flvJbbbQkBKepaiAPh6moQ8c8h+TwE2q13J2C7IvdqQzPhr95vrltgLSfQ63sfCpi5M4xxrl/EJmL5bbU3aySykvRlLUjqKTsHqSQR3HwNem/8S4rkuF2/E59rS5YLeuMuNDQ6tAbLCkqZ0UkH3ShPbffXeq4ilPPjafrbEerkuT/Y69L7xv8A0AyHMZdtyK/FjFM+scezxXbk8tEcyvIMpatq/rC51EaVsDZ161mM2s/IfiD5s5GbGAM5y3jd1EC3NvZ07ZV2xAaSpLiI7ae5UVdXmK3vsPhV37rwDg17XeFTLOXTdrlFu8z/ADl0eZKj9Pkr7K7dPQnsNA67g1gOU/CNxVzLfBecoxdMi7dAbXOhynojrqR2SFqZWkr18N71VuXZ+Iq/NPzJXH5xeXqQPyXYOQ2uBOFcfze7SrHmS8qiwpc+2zUvvobJdCSHtaUvy+natevf1qYsH8MNl4TzSXluL5HdrdAdtzzd1t1xmPTG5j3ZSZS1OLPSpOj9kaO/hW+NcHYc1i+LY8LYtVqxmQ1KtbTkp1SmXW99Cisq6l62ftE1suXxrlMxS8x7OplN2dhvIiGQNth4oIR1D4p6tbqMRtKco6u/VJFYRuUVLTL3bOsKw8EXPxE2CyvSeO8queV3W4NzJXIsvIVJtkiH5+1FLaXepO29gIDYI7d6lrxK2/Lc057t3E9nxBrMMVtWNMS49hlZW7ZG31lxSC4VpBW+UBCRrfbq2fWo0tfhpu7GGR8cg8D5haeVWWylGax7+I9rbllWzISUP/YB7hPl+nar05f4asP5gw/HrfyTamsku9tiNtKuaHVsSPM6QFlLrakrAURsjdWayVaJ+eVencg31nzryzT9e81zwe4fyPguH3y057bE2aKif12W3fXJuqosUoG2vPIClJCgddXcA6+FWAqCXLJavCFgbFu4540ybL4U2cp123WaV7U80ooG3FKku76fcSNA+vwrDQfFdmkubHYc8OXJMVDriUKfdRC6GwTrqVp/eh6mrNqTy7PYhR3VmV08RDZ5izDkXIcYwCVkLeIyXbfJyS65y7Z27dJaaGzFYSSnSTo+8PeVv51bHw65Tc818KmHXu8ylTbpNx1t2RJcPUpxZa7qJ+JPzrxkfg+4izjMpOX3nC40m9TR1yit1xLTyiNFTjQV0KX/ALRBPb1rIZZ4WeN8246sGC3WyPLxixdPsEKPcJDBaCUlIHWhYUoaJGiTWVP6Lw+Lr737mraeIp8F+1GA8Dn+q5gv/qq/+YqsOx/5QOR//Lwf/wBwFbjxF4TeM+CnbkvC7JItRuEYxJCV3GS+ktk70A44oJ/SNGtNjfR48FxL43eG8WmpuTbgdS/9eTiQQrqH/nvTffXpW29/qb3Cn6pozhccOUOf5T+xy/EQUTOb+BLfOVq1uX2TIUhX2FyG4jimQfv6tkfoqw9Rbz/xNI5MwiK3ZX0QcosUpq62OW56Nymu6Qo/3VDaD9yjWz2HIb/J46j3e5Y+5FyL2LznrKh5KlB8J7the9dz2B++sY9WMr535pfgl5yT7K9X+SJOPUCB4y+VI8L3YkqxWqXLSn7PtO3UAkfBRbSP06FWGqIvD7xreMVh37KMt8tWbZXLE+5IbV1IipCelmKhXxS2jQ38Ts/Gpdq6W7GMXwXzy0I1k5c/8euopSlCRSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFUC+mb/1a7H/ANetf+BVX9qgX0zf+rXY/wDr1r/wKoCwHgM/1QeL/wDqhH/iVUFeNjxnZtY+ULVwhwlHRL5BuPT7VOKUuexhQ2lKQewVr3ipXYCp18Bn+qDxf/1Qj/xKrrSwu6csTPpF+TbjxhabFfMzZlzQhrIllDSGQoJJT76feAAHr6UBM2S8BeNvh+wS8/j8wDKJcJv2uTYhMdfHQkbWkNOI8s6G+yf1VbrwQeK5jxW8T/XEmOi35NbHREu0Jv7KXddlp+PSrv8Ao0RUQP5T495DLjTmCcaKbWkpUkyj3BGj/wDpFcH6OPwq8seHjPM+umfWy22u339pDjbNumoeQHg4VaCUk9IAUdboCIeRfGZ4h4fjgyrjLA5TOQxUy3YdtskmKylprbYIcW4EBZCNlXdXw71zuYOFvGtxzjlw5NkcyNXR62NGbJslrkOJQhA7qAZKA0oAfDvWv8Wf+WSyX/1mb/8AS4rtA5PYRJ43ypp1IW2u1yUqSfiPKVQEFeADxUy/FTwyq7XlhqPktpkew3EMjpQ6rp2lxI+HUPh8CDVYfFL4l+ZOYfFsrw/8SX5OGojL9nfuKV+W46sN9bii4AVJSkegT3Oq/X0Kjik2nlVgK/qkzo5CfkdOCti8c/glztzlVrnfhSU43l8Ypfm25lQS6taBrzGt9lEgaUg+tAfrA+NvGX4e+QcY+tc3a5NwqVOaYuhU4qWthpSgFK/rQlwaHfYOquR4ieesf8OPFt1zPIVlTEVPRHioOlyXj9htP3k/4DdVR8Hn0l6OSsmY455ZtX9Es8CxGakKQWmZTo7dCkK7tLPyPY/A/CtB+mkuMl+DxVZVrW3aZVwdcf0dJKgEpG/0BSqAw+FPeMLx1QH8useZM8VYW+4r6uaZdcjeYkH+yptJcWP9onR+FejIuXvFP9H9kFqmcmXZHJvHcl5LL00rLxTv1AdUAtC/kF7Brsv4vskDHOOcatlsbQ1Ai25htlDY0AkIGqjTxvY1bMp8K/I0S6tocjt2p2QgrH2HEDqQofIggUBJXGvI1m5YwKz5dj0kSrTdIyZDCx6gEd0n5EHYI+6utLibx8cwXHxE8h4O5JXmM1b8m34zZRDZabRID3SlbriEBQQhAJJJ9BUy/Q73qdcvC1NiSitUaDeJDUYqO9JISogfdsmoI+jltMWZ9IBy1MeaS5IiCeWVKG+gqkAEj79dv10BJs3gXxv45yBaMoZ5VgXxE2Y2mbbY7yjDhtKUOrbC0hJSAT9jv29a4f006H2+E+O0yXEOyU3dQccQnpSpXkK2QNnQ38K7J663vptP+h/Av+ul/wDJVQGocOfS+8f8ZcR4tisnCclmXCz25qGt5pUcNOLQnRI25vX6qia3ZoPpMPFLZLnmF/suCYtaFIbiWaVMAkvNBfUUI3oKWs+p+Hw3V+vDN4UeGsj4AwG53Ti/FLhcZdnjuvypNpZW46soBKlKKdkn51C30hngP4wsPB995CwmxRsLyHHmxM/+ZQ8ll9AUNpLY7A99gjR3QHYX1Q8fs+1LRGgQmO6lHSW20J9SfkAK60sx8XPN3jG5duuA+HZxvHcXtaiiXkzgAUtO9dZcIPQCfshI6jre6/fEXiPynkj6LvkefcZjsrIMehSLX7co7cW10p6VKPxIQrW/uqSPodMft0DwuSbpHbQLhcLxI9qcA949BCUAn9AH+NARRlfC3jb8OFnkZlbeVf8AKIzDBkS7X7S7LJbHdWm30jY18EEH5VbPwReMa2+LPAH5L0ZFpy61FLN1tiVdkqPo4jffpVo+voQRVkXG0uoUhYCkKGiD6EV1OeCv/wCov6T7k/HbIA1ZHzcEuMNdkAJWlaTr7lEj9dATNzFa/Fl4h+XsosWA31njXj6zyTEj3VS1MLlqAG1BaUlxXc/2dCoXu/MfiQ+j55VxWByhl/8AlFwq9uBK3nXlyNp6gF9DjgDiVp2Do9jV6/EX40eOvDS9Htl6kSLtk8sAxsfs7XnS3SfTY9E7Ppv1rrW+kX5g5R5isWB3bLuNjx9iZnuG1JnSOudIUQjanEduga121+ugO5J26ol42q5Q17Q7F9oZXr4FHUk/91dWnhk8d3OHJeW51hLMxOX5lLfMbH25ENlmNb0JWsOSHlNoTtKE9PY72dV2VYd/0OWX/qNn/kCutf6Hu0RXuaOY7itpKpbKgy24R3SlT7hIH6dD/CgJOxbgbxp4HzDj92mcrQsosdwmJ+tkF1TsWKz6qAYWlOuwIHl67671uXj58c124InWrjrjqIi7ck3kJ6VFvzExErPSkhH9paj6A9h6ndXcrqgx+3tZV9MdcU30eb7Cpx6Il0bHUiOPL0D8tkigNnsPhU8bmTw2cnuHOAsV1eR531O9cHtIJ7hJbbQWgfu+FRh9G5DyW3eP7N4uYyUTMpZhzEXKQ2QUuPBxHUoEADv9wruGPoa6o/Bj/wCVE5Z/TcP+aigO12lKUApSlAKUrxQHmleCdVwJ1/tlrIEy4RYhPoH3ko3/AImrKLk6irBkKVxolyiXBsORZLMls+imlhQP+FcmoaayYFK8brzUAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBVAvpm/9Wux/wDXrX/gVV/a4062xLo0GpkViW2DsIfbCwD89EUBBfgM/wBUHi//AKoR/wCJVUn8Z3HWaeELxXw/EThNqduuNznA5dWWUkpbWR0uoc1vpStPcK9Aa7UI0ZmGwhlhpDDKBpLbaQlKR9wFeJkNi4RnI8pluQw4OlbTqQpKh8iD60BSWyfS/wDA06wMS7hIvltuSmwpy3m2rcKFa7p607Sf07qSvCf4w1eK/IsmetGI3GxYfbGmxDudxQQqa4pR6ta90AAegJPf4VIKvCpw4q8fWp4xxU3Lq6vavqpnzN/PfTUl262RLRERFgxWYcZA0llhsISkfcBQHVFxZ/5ZLJf/AFmb/wDS4rtE5I/6PMn/AOrJP/KVWWRZbe3OM1EGMmYfWQGUhw/9rW65a0JcSUqSFJI0QRsEUB1j/Qq//OPK/wD67H//AMlSzkn0omK8Tcx5VgnJWN3WxN2ya4zDu8RhTrUhkH3VlHZW/vTsGrrQLRBtQWIUKPD6ztXkNJR1fp0O9YHNeLcP5Hjez5TjFpyBn+5cYaHh/wDEDQHTv4pOUMd8bnir4/HCljmvXCOptEq6iIWFvkOpUHFD1CWwD7yvnXYL49/CnN8S3ATFstZQ5mFh6ZlvUs685YR0rb38Oob19+qn3A+IcI4vZWziOJ2fG21/aTbITbG/09IFbfQHWX4aPpO7TxJiMbjvnW03nHckx5sQhNENbpfQj3U9aB7wUAPXRB9d1rniq8ckvxlWtHDfA9gu13TenEN3C5vR1Nba3vpCT3Snt7yla7CuyTOuGcD5OCRluH2XI+n0NygtvH/FQNc3C+NMT45hmLi+OWvH45/83boiGR/8IFAR74SfD/H8NPBNjwtDiZE9lCpE99Ho5IX7yyPuB7D7hVCvo3P9fHmb/dm//TQrtc9a4kWzW+DJXIjQY0d9z7brTKUqV+kgbNAcyut76bT/AKH8C/66X/yVV2Q1xJ9qhXVCUTYbExCTtKX2krAPzGxQHT3xV9MXc+L+OMcxNvi6JcEWeE3DEpV6U2XQhOurp8g638tmsJzH4w+cfH9aI/H+G8ev2myTnUmS3bi4/wCfo9g4+UpSlA9SNfCu5L+h1g/+0lt//BG//wAlc6Fa4dtQUxIjEVJ+DDSUD/gKArX4YvBxB4h8K8rjC/LbmTL7HeVeHG+6fNdTopT8wkaAP3VSThDlrLfoueS7/gPJFin3Dji6Sy/Cu0NBUlJ9A4j4K2kDqRvYIrt5rFZHilmy+3OQL5aod3hLGlR5rCXUEfoUDQFFOVvpe+MmMTkMcbxLvlOWykFmFFcgLYbQ6oaSVFQ2dH4JBJr9/RmeFjKcHk5HzByMy5Hy/KuosxJA06y0tXWpax6pKjrt8ABVusP8PHGHH9wM7G8Ax2xzCeovwba00vfz2E1IWtUB09WvNrVwf9KNlN/5o3Ftzzkj6vuE9oraZCwnyHR2OkhIUnY9N1yvpVPEtgPNtnwOHhF2VkEW2T3XZNzisL9kBUE6QHCACrsSQK7TM74ewblAxzl+JWfJTGO2Tc4Tb5bP3FQOq/F24YwO+4qjGbjh1kmY+ggptj0FtTCSPQhGtUBpfBPMeF8tcNsf0QyGJfvqy1NRpvspJ8h0MDaFbA71Rf6Hf/pU5o/9Mj/nO12a4rhdgwa0N2rHrNBsltbGkxYMdLTYH+6kAVzoNngWxbi4cKNEW59tTDSUFX6dDvQHMrro8e3hxz3DOa7B4i+Jreu7Xi2FBulsjoKnFBA119I7qSpBKVAd67F68EboDrjh/TR4ba4bUbJ+Ncrtt7QgCTHZDPQleu+vMWlWt/MCoY+jjz2Jyj9IJnWWwI78SFeYkyYyxJ15iEqcQQFaJG/0Gu3B/F7NKdLj1ogvOH1W5GQon9ZFeyFj9rtj3mw7bEiO611sMJQrXy2BQGQpSlAKUpQCuLPnMW2HIlynkMR2Gy4464dJQkDZJPwAFcqqX/Se8wS8B4gh43bXyxLyN4svKQdKDCRtQ/WdCvW6J6OxOldtwtiw8nN1fJcX4IxxsVYOG8R8CBPFb9JDfb7d52NcZSlWqzsKUy5eUf6eSR2JbP8AZT9/qapTLv2UZjNdffnXS8STta1lxx1X6T61gKnnhTxf5RwXibVgx2zWV1Kpi5L8qbEDrzwUEjy9/ADpP+Nf1lgdEYXQOxrD6K2eM58bdN825U/I+LeO9pxLxptIjjCuX8241uzc3H8kuVqlMq30ofV0nXwUknRH3GuzTwX+PprmWYxiGbBmBlXTqNLRpLU3Q9Nf2V/d6Gq//SH4djs3BONuSINpYsF+yGOkzYTKAjq22F7UB8QTrdUlst4mY9d4dzt76402I6l9l1s6UhaTsEV4mN0ZsH8Z9F/zEsL6eI7SfFSTrVaqzoWNi9H425vWj6MknY2PjX6qN/DryWOXeGcWylQCXp0NJeSD6Op91f8A8QNSHIWpthxSR1KCSQPmdV/LG04U9lxJ4WIs4tp96PsYNTSa4kMckeKzHsJyuTidksd95By6K2HZNlxeJ7Q5GSfTzVkhCCfgFKBrkcS+KDHeUMnfxSXabzhWaMMe0rx3I43kSVNf30EEpWB8eknVRr9HPFan8OX7KZOnchv+SXGTdJCh/WFxLxQlJProJA0Phup7yXj3D71neN5RdokY5Pag61a5S3eh1IWPfSkbHVsD071isqvO17q8iZayS4NrydG50qlPBdhzzmflflaZduUsotePYrmshi3Wq2SghLqUkKLTpUCSyBoBsaHdRqNIXiXx7mvJMpvGY+JCVxJGgXR6FY8cskxEZaWmj0h6V1IUXes9+k9tVVSTquKvwy/JeUXGUlydeOf4OyGlUw4s8S2Y8n+F/MrhYcisc/LMcurllOWSFtsQXmUqTqdpRCf9Grq6fiR6d6iTMeao/E83FshwnxDZXyVeJV5hw7lap3+d2l5p11KHQnpaCGddRKdK+GhWiVzUOdeuhTPdvv8ATU7CFZ/YUZyjDvrBs5IqCbj7ANlYjhYR5h+Q6jqtiqkNw4pkXb6RwThm+VQk/wBE0Xj2eNPCW+kSun2TXT/oDrqKPmSd1HzPiXx7mvLcsueY+I2VxFBtt1eg2THbJMRFc8po9PnySpCi51kb6fTVZp5RvVpvydF5R3W60y9VZ2P0qungl57l84cf31FxvEXJbhjl3etCr7CSEs3JtOlNSAB2BUlQ3r4g17uY8tvvHniU4knC6y0YfkJlWCdb/NV7P7UpHmR3Oj06tpUnfyq7VSUef3Vrz0Mr6rfL7alhaVR/hnnjKp/i6y1++X2Q7x3fvrKFYYbrqiww5blIDq0D0T1AOE69dVrOc8jcmTuCsdzC05dc7Vdc05Cb+rip5RRFtzjqm2WgnevLKEhRT6EmqJ2ov+6vV0l9yzyck+F+it/gubyfym1xkrGg7Y7pevru7M2pP1YyHPZi5v8ArXe46WxrufvrMQ88sVwzO4YpHntu363xm5cqGkEqZbcJCCo+nfRqq/NdoyvgK0cWwofJWWZA/es/gszZd2mhTi2FoV1xx0JSPKJG+g7rD4hxm7ZfHVylf3c6yxbFotMK7uQzPHkyUKDqvZ3E9PvNI17qfh8zVd9KSTeVv0jZaUXupxWdJ+cmi8NK60MW8SFj5itk7Mst8UT3Gt+ckvqtOLWmW2zFhNJUQ0mS2pBLyjoE7I9dVtmVeJrNuUvCXx9k+N5D9U5ZJzCNYpNztxKGZJS8ppS+kHRbWAFdJ7d6vnSfHL1dffMq8m70z9E39jsDpWg8RcZXDjO0TYtxzbIc3kS3/aDKyB9Lq2SUgFDfSlISjYJCfhuon8VmVXe15HjdsnckR+KcAfZdcuV7jS2m7lIeBAbYjhQKkj4lYSflSTppCOeZZalUY8N3MsqN4kbrx1ZeSch5Kw5/HHLqxcMmbJkx5CHAkhDxQguIIVvYGgf11w+B8K5Q574buuUXfmfK7A/BudybtTNnfQgFLT7gSZKlBSnhsa6dgBIAqXkt7hV+tD+rdfOvSy+daFyfy9beLJ+HRbhClS15NeWrJGMbp0064lSgtfUR7vun02fuqrsTxI8gZh4cOIoUG5s2/P8AOrt9QvXxDIIjpbUsPSUIPbq6Udh8zuuFzRw9l3F+ecHCRyLfc6x17Noin28mWh6SxJ6F9KmnEpTpBBUCg71oaPrUxqU0ry3kvb7MznJqEmtUm/f7ovZSvw4SlslI6lAdh8zVBMzzNy63rJZOf+Ii84VlUSY/9XYlgsxDrcVhJPkh5DTay6s6BUCR6kVm5JOjVK0X+rQOW+YrZw+zjDtyhS5qb/e4tiYEXp226+SErV1Ee6Nd9bP3VVGweKPPMr8KXHK4F0QnPsxyAYu1fXYoSWkhxaVyi0ewWEJ30keprieIjhrMOLpvEC3+Sr/nVikZ7ajMYyZaHnmZHWrpWw4lKSlB94FB2B218a2hHexIxejkl519mRBqSb4035X90X3B3Wi4Zy5bc2z/ADTE4sOUxNxZ5hmS+90+W6XW+tJRok9h2OwKgV1eX+JvnPP7BA5AvuA4hgz7FvS3jTiGZM2YtsOLW44pKvcAUB067968+ECz5Hj/ADjzvb8puib3c2J8BAuQaDSpLQjDoWtI7Beux12JBOqxTbkrytN/j5yJlkn2NItpSoJ8W3KWQ8f4jjlmxF9uFlOXXuPYoU91AWmGHNlx/pPZRSkHQPxNQjzjhPJ3h6hYLOtHMGU5NbLtldsg3hm+PpW6kOPDZYWgJKG1aKVNnY0RVo9ZpdqXi6/KD5LWr8M/wy8lKpnfoGc8ueMnOcGi8k5FiGJW2wW64KZscgNvecpTgHQpQUEA697Q2rQ716+Z79Lj8kTMfzrnKdxli0CGw1Z42PXFpF3ujgT/AFj76glax3GgnQ33NNEm+JCzbXL9vyXQpVBOJ+fcnvvBniNt7GY3bIk4ZGe+osknsmLcS2qKpxJX2SepKh2URs+vyrKQcD5jb8OcDl57mS/pzOFYUXkWTaFWd1pDIcLTrRBUtakDu4Vb6iatLqpyeiSfmr+wVuSgtXa8q/JajKuY7ZifKuIYJIhS3rjkrMl6NJa6fJaDIBUF7O9nfbQNb/VCeTckyDnXlbwyXzGbp/RWfkVkmSX5yGg45EbWygu+UFduv4Anet7qQcJOYcGeKzH+PJef37PMXyiyS7gBkzqH5MOQwtH2HEpT7igv7Ou2qiCbe7LW5Ly/wQ3ecdKT8y2tKUoSKVxriZYgSDBDKpobPkiQSGyvXbqI76366qBOTPENlfHd0sNonY3bLfOuDnvSZM5TscNhQBV7iepPr6kHWvQ1z420Q2eO9iadx6mwdG7R0nifS2ZJyzytJ5K3q88uRPy5bCJDcdTzaX3ElSGiodSgNbIHxA2P8RXuqvNkl3qR4m7Ui/uw3Lk3Y19QtwWI6QpSlAJ6ySexGydbI3oelezlPk3K8e5MudrgOyIrSbU2bOw3DLyZ0svtEo9DvqSHEE7HSOojR71h/NxUXOS0dHo/+x4k8aGBhTTbgp3wzdZc+fdb4Eq2DkSJkOc5DjceM4HLMlouySodC1LBJSB69tarbarxxJPejeJ3ki2ym/JfdjNyugHeh/Vn1/8AuoqReZpU+y4vJvMLKTjq4LK3G21ttqbkujulCuoEneiAB896OqYO0OWFLElwb9GV23o2OHtmFs2E6344bTdvOUU+FvNvgSCSEgk9gKxlnye0ZDCVMtlziz4qVltT0d5K0hXyJB7HuP8AEVFWP+JG0uw8OhXVChfr063FksMIUUxlrBCSTrW1K6Pc3sBez6d6zSstj75NVjC126yqfjS2oR/qlpCZKdEN77BKlenw2n07Vz4/SOHhbrjmnd89L/yep0f/AAttO1vEhjJwacadXF3PcefqudM7AqVofFGZZHnNkj3a72GNaLfKjtvw3G5pddeSobBUjoAQCNH7R9dffW+V6kJrEipR0Z8htGBPZsWWDiVaydNP1WQpSlXOcUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFdZn0u1vlf0gwGYQfYvZ5DW/h19ST/wB1dmdVq8efAsjnLheS3a2S9frMv26G2n1c0NLQPvKfT7xX1/8ACW34fR3TOBj4zqN03ytVfqcW24bxcCUY6nSpU0eGXmfEOG8gmTcswWLmbT5b8kyOkqikHZWgKBBP+FQ3JjOw5DrD7amnmlFC21jRSoHuCKsvw7x54dMmwqzTs0z65Y9kLRV9YwEMkoc0s9PQek62nXpuv6p6bxNnWxuG0QnOE8uom3z/AKcz43Zoz+pcGk1zJD+kgxm4XtrCOSYl8fuWJXyKlMCA8gIELaAsJSBoaIPqe/aqQ1avxqeJnGeV7di+DYHHdRh+NNhDMh5HSXlBIQnpB7hISPj61X/i3ja8ct51acYskZUibOeSglI7No37y1H4ADZry/4bWL0f0LB7ctxQ3nnk1G3V9tamu2Vi7Q/p537nb79HVFfjeFPFfP2OtchaAf7pdVqrLnvWr8X4LC4zwCxYxb09MW2RER0n+8QO5/STs/rraa/k7pPaY7bt2NtMdJyk13Nn2uDB4eHGD4Iqoninlfw6ZplNz4mtVozfDcimquj2K3Kf7A/Clr/0imHiko6Fa2Un0+FZDC+JOS+VeX7DyPy0zbcai4424bJiNplmV5T6x0qfkPABK1AbACRrv/jZuleZHq12adhrLrX269pBPhn4qyLje+8tyb/EbjMZDlsq7W8oeS55kZYSEqIST0nsex71Fls4a5O8Pl1v9pwfjnFeTcQulxeuEBVznNQZdrLqupbbhW2oOoCiSOk71VyaVVRqq4KvDL8FpScm2+Lvxz/JUrkXw48l8i+HF2xXWdjrmZ/XDN7FshRRGtikNOBaYSilIK06GitQO/0VqXLXF3PXOXHtstTuA4vx9DtV1hT12iBdG5L9x8l5KtJWlKG2kgAq0SSdAVeKlWWTtc0/FV+EV/f1K2Z1x7yHYfFFjPJGLY9CySzyrCnHrtGeuKIrsFHnhwvp6gQ5reukdzqtKgcM8meH295FAwXjrFuTsRvFyduUIXOc1Bl2tTp6nG1lxtQcQFEka71cilRWnj5N3XmS23r2eipPyI04GxTMMXxB45xIs677Mkrkqi2KIhiLEQfsspISC50jsVq7mte8XnFN+5Y4bmQ8QCBmVtlMXSyqccS2BKZWFJHUrQAI2Ds/GpspSa31XzIiPVzKN8h+EjP3/DFxpYsWDDPIljl+fcHRIQhP+dJWidpZOj2dUex76Gt1KvOPAl4vXHPFOM4jCafZxe+2yS+hTyWgiMx2WodRGz8dDuasfSpebb7VLxVV4ZFd3JLsa89fEgbxUcU5HygrjA49EblCx5fCu87zH0t+XGbC+tQ6iOojY7DvWGvPG+e2HxU3bKLXjsLIcIy+0xbTdZCrimO/bQ11grDah/WghZ7JqyVKpuK7fNvzVP0NHJtV2V5O/cpbi3EvMHAVsewrF+NsN5GxxD7ptN9uE5qG/CZWoqSiQ2tsl3o36oPcCtq5J4I5Dybh/jyzSnLVesmtuUQrxdF25pqDFbaQ6VLDadJBCQQB26laq1FKtWS7Kfk7RRq77b9TwOwqrPPPEXIMXxA2TlXDMXs3Ijcezqs7uO3mamIY6i51+ey4tKkA/A9t1aelKzUlw/wTwa5lSMJ4e5ameKKByZl9us0K1v4xItAtlnkhabWouJWhClK6S6VHq2pKdCpB8LfFeR8YcFS8ZyCI3Fu7k65PpabeS4noeeWts9SSR3Ch+ip2pRq47nCq9b92Q1clJ6/tRTXH/CjmrfhqwW1NOw7FyVhl5cvdsL7gejqc81avKcUgn3VoVo69O1fvLMR8QXNeb8ZXLJcPsWIWLF8jYuEyBEvCZj0oJCgXwrSQlKQeyO6j1fdVx6VMeq01wafiq/CIcU01zTXg7/LOPPjGZBkR0uFpTrakBafVJI1sVS7iHiXnPhewXDj+0YPh89hyTJcZ5CmXIBxaXVlQcejhBcW4Af7wBI9auzSq7qtvmqL3lXbZSjC/CJnLfhktGLTJcW1ciYrkz1+s9ydWlxiS6l5SkKWEE9KHEqO0+o391e7kbDfEVzpdeO1X/DrBidnxvKYFzmxol5TLdmpaXtT6TpIQhI37hJUSofKro0rSMnGSkuDT7LVfhFUlFUu1eDv8sq/kvHHKXDXMOV5txbYbVmloy/yXrnYbhcRAdjy20hHnodKSkpKQNp9e3asl4XuMOScQ5C5RyfkZFuEzJ5cWVGFse8xltCGunyhv3vc7DZA2dkVY6lZpVXZl4Ey6xAvjDwuHluA2N8ZHb8XyS03yLPsE66L6I65ySehlZH9lwdSarh4lcn5mzJ3iW35tjVhw6Oc2tnl263XYXCTdFpWSXkhKQG2kgEkHZ7jfpV6M6wHH+S8ZlY/k9qj3i0SdeZGkJ2kkHYI+RB7gjuKjrjLwhcWcSZEm/WDHlqu7fV5My5TX5rkcK9Q0Xlq8vf8As6q2H1JpvRNPyr8fsTJ5Za0153+TGYTxTkdl8XOf55KiNoxu72C3wIkgPIK1vNLcKwUA9Q0FDuRo1Gz3FPLHE/POeZPi2C45yPbMwlMym7jdbomHJtXQ2EeWetCitvY2AirhUqbeXYq8COfbXoUSlcO8g8a8a+Ke+50YEpzKrQuexMtiwGepMRSFNJQT1gI0ACoDet1++O7d4hc+8NWKcfxrRjiMfvmORmFZw5cT5jMN1lPUgxOnqLobUU9QV0nse1XRzDErZneLXXHbywZNqukZyHKZStSCtpaSlQCkkEdj6g1+sTxa3YTjFqx+0MmNa7XFbhxWVLKyhpCQlIKiSToAdz3oq3XGX+1eCv8AKDveUk883ffX4IEe8PVzxvlvg5/H4qXcTwq0SrbJkOPJStPU0hDZ6SdqJKTvVZ3NuLMivXi049zqJEbXjlnslwhTJBeSFIddU2UAIJ6jvpPcDtU60om1Le42353fuFkmlxSXkKUpUAVAvO/CV/5fzO0PRW7ZAt1rZ2mZKccWuQpSgS2UJ1pI6fXe/e9flPVKwxsGG0Q+nPQ9Lo/pDH6Mx1tOzuppNJ8rVP05lTm7DfL34oI9ov10bgyxaT1v411xR5YQQlIKipSfXuQR6DWqnvkfkCBxbjcV+SH5D0hxMKJ7ocKnik9JWpSkjXbuSobrY/6M2oX83sW+MLuWfZ/bfLHm+XvfT1euq/V+x625Ta3rddoLFwgvDS2JCApJ+R7+hHwPqK58PZ5YMJqDzbbTPT2rpTC27G2d48OphxUWlSutWvnkR3xPg13F8nZnl8aI3lUtoxEOQ1aHsu0qSFpCinq2kdwSdADZrgc8cQXbN51nyKwS/Ou9ocQpFqnLBhvoCipQ6SNBR2ASexAA7etbzhXGlm4/W8LKuezFcQEIhPz3n2GQP7iFqIST91bXVls0ZYP0pr1487yMpdK4uDt383s8rrJJqlu1W7u26VZUn3Mh+98Ujka3YddEQTh8233lN5mW91KVqWvr26CUHXUopBCvke4+A85JOtGW59fMFZsVvYlC1KXJvMtltRQFlKkpS2RtwdRSo+8BsfMCpfrAZFgWO5a8h28WaHcHkDpS680CsD5dXrrv6elTLZ8upq6vtr28CuD0m3JLHvdinu1/S27vN3KuTZgeF8oXk+HqCmIrTdslvWxl6AnpjSG2VdCXGk99IIGtbIBB0dVvteiDAjWyI1FiR2osZpPS2yygIQgfIAdhXvrow4uMFGTtnlbTiQxsaeJhxpN2kKUpWhzClKUApSlAKUpQClKUApSlAKUpQClK48ufGgeT7TIbY85wNN+YsJ61n0SN+pPyoSk3kjkUpShApSuLOusK2KjpmS2IqpDoYZDzgR5rh9EJ2e6jo9h3qG61JScnSRyqUpUkClK8UB5pSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQCvwoA9QPxFfulAU18Uv0eGPcz3CTkeKyWsayd33ngUf5tKV81Ad0q+8f4VRXJPo/ObsdnuR04ku6NJVpMiA8hxCx8/XY/XXdpSv0Hon+Oel+isJYEZKcFopZ13O0zzMfo7Ax5bzVPsOmvjv6Nrl/Mbg2i7W5jFoG/fkz3QVAfchOyT/AIV2PeGfwmYh4bbOoWxBuN+kJAlXaQkeYv8A2U/3U/cKnalcfTX8X9KdOQ+jjyUYf2xyT7+LNNn2HB2d3FZ82eAQfSvNKV8Ud4pSlAKUpQClKUB6pUhuJHdfdV0NNJK1qPwAGyawNsz+zXh+0sxX3Fu3RhcmKktKHU2nW1HY90dxrfrUceJTLIdvx1qzi6XW23GUpPlptzSyl5Cj0qStQSQRok9O9nVaRwvb7bfeSXlQsoyZ9m1stsQhIQpCXG0jbjayUAJSFaAT2Pakes2JZItDWHyjLbThttM+8TW4UYHpBWdlZ+ASB3J+4VmKiFLDOYeIGaxcUh+Nj1vbXFjuDafNc0S5o+pAOqjVpIaKzccO5QsOdS34trdkGQyjzFNyYrjB6d62OsDY/RW21pnLd4XjfHl+uUVfs85uKpDDzfZYWeyQD+nVabY8Dz+RDsd6kZnI+swtpyRb1K6Ynk6HUgpAJUvXxJ9alZkaEy0qtd7zrKc9vV1Xbo+WsWyNIXGgnHm20NLUk9JU64o7PvD012rbZV4zQ2zEMQenpg5NdGnHJ1xSAtbDKBs6+BWdgb+dQnasl5OiZ6xLOTW9/IpFjbeKrkwymQ60EnSEKOgSfTZ+VRNhUG4o5VvlgazK9Xi3wbaA8uVIC1NSHDodOhrYSCfTsawfHfGEvJMny+eM1yRgxpwgJltS0h19LaR9s9PfRJA1qpWbXdf2IeV/O0sXSoD5BzW/TMuexW0N5I7brUw0JcuwNIXKddUnY6lqI6Rr5Dud1vnDTGUMY7JGTLlrKpClQxcFJVKSzoaDpT26t7os1ZLyyJApSoG5AuF7j5rclZBfMhxnHkdAt82zIHs2iO/nKAJ3v56GvjUXnQ4WTzSotv8AdLmzknHdhj3l2St9a5UyU0ej2lltGx1AfBRNaznefz/6QZ67bbq6iJZbQiM22y4QgS3VHSu39odh+ujdevp8oLP09SeKVVG63DkC3C/pk5bNbTAt8V6UW1AFElfZDLfy9R1H1OvvrmZNkGdSZF4egZBJjpiz4dtistK/08opSFg/JH2iQPUn7qtRF8S0VKrxbMwyuwwL3bxel3a7zb21aocqUAW2XCgF1SU/3UnehWRj22747y7jNkTm95vK3WXZlxjSXwWwhI0nSQPdBUfQ1Cza+cLDyT+dhO1KgjG7fl3J17yt5OVzrNYGLi6xEEJYDqloASQFEHpQCPQepNZe4v5PhkvjkXi7qlrXJXAuK2VnynypJ8tSgQNnsO+qhZ1216kvK+y/QmClR1hV2uGU8hZNcm5bysdiBECM11nylvJ2XVgfcSE7+6pFqeCY4tClQpD5WkY5c8kdlF66IN6EdtlTukxI48tC1je9AKWO3xO6wWW5vkMi1ZVNs9ykBUu+xrVaQHCEpKQA50/IFQINQndNcf2/JOja+cfwWIrW8lzZnGbtZbe5b50tdzeLKHIrXWho63tZ+ArVbDgOZ2rILVdJOYyLkhYX9ZQ5B0x3T7vkoCe2la9TWMskW+WDmaHa3MouN6YkW96XMYlFPktnrAR0JA934/4VPFIreTZKN+vsLGrRJudweDEKMjrdc1vQ9PQVyospubGafa2W3UBadjR0RsdqhrxG44/eY1mYbvdyipuU5iAqBHdCWFpKtqWpOu5AG/X4VlLzGk8JYbd70L9eclkBpDMaNc3w4lLhISnpAA+J/wCFVvJtk8UkSvSq54s5yFdcktEppWWMvKfSu4C9IaZt/lf2w22CTv5Vn30ZVnvLGT2u35HKs2PW9thp5cVQ8zzCkq02T2STvufuq2eSIsm2lavx7Y73j1jdhX26m8vokOFiUtRU4WSfcCyQNqHfdbRQClKUJFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpXgnQoDzStXw7kG35xJvCbay+qHbXxHM9YSGX16PUGzvZ6e2yQB7w1usDN5pgzLy5aMWtsrLp7R0+YCkpjs/wC88o9P+G/8e1YvGw0lK9fXuO+OwbTKcsNQdxzfBLvbyXiZbkHlXHuM4qHb1IdDi0FxEeMyp1xSQRtWgOwGx3JAqF+XOTUZjg+O5Uxa5lqt0K/RH4j8p5rreHlrWVdCFK6NaTrq7kKre+eLzKlcLzY0ixXEXW7gQmrdDR7S626SSNlvqBTpBPb17DsT2hO6cfXad4e7Zj1qxi+O3SPdo0ub7ZDUyHVKQ4hXlpVpRSnSASUgdwfnryNsxcVylhxzW7emd/O4+36B2LY44eDtWNlP6m625Kt2s2tEtaz3r4dnKvniYyzMMKyl62sx7aYaG5jEm3lZejNiU230Ok7T1LCie2tpQvto1M+Ucm5HC4htGaWSFbJaFW5u4TkzHVJ6ElCVFLYHqrZUNEj0+J7VrTGX2/N8juWB2vHLc/jU9MiDcLhZVKBi9KSlK3CWkoCvTQBVo+hOhvi534ccpvWI2/GbTmIZx+1wkoYgvM6Mp9JJ26pJ+z6a7EJ0OxPeqRe0bs5Qk55Vllmn29/2N8ZdGPFwcLaMKOAt/eqVyuDSVPdzu1knWt9+YsniKt2XPWi1T7VcbAxe7W/JFyU8Gw35aFKcLZHvaAQshZ13A7VX2/Z3KyHj3IrgcjduDNtyFmTZmpsoOTW2h5g6iCeoDS2u/psH76sB/kwv03OOM8jmW2FCj2O2Px7jAiuBSW1+SpKEtj0UCVenw0e5+MWf0jsebY9kuQXS1Y21cCr2G0Yyi3hyU4Q4gnrDXS9tXT0pIIAJUSNdqw2j601u4ks86yq+qs/B8NbPR6Lew4E/q7LhXHqOVPe3X9SSpWm+tFK3aSjfMyXN/NEy9TcGgIuczELHcWG5lykNkh9rZ7oUEEnaUjqCfj1pJFbJbecJdnTiUOI7Jk2W83gR4dwuyw7LdiJLaVqWBrp24tQTv3ukdwDUiZai8W/A7fOx/CbfPyWQ2wyqC/0BEbaNK6lHXUlGunWxVZr3gc/jjlLjCwXB9E2bLuTdxkhhHSw2t2SgKQ2ND3QGx8B+gDVWx5Y+zzc1Ju6zrTNKvfQz6Nh0f0ns8dnlhqO5v5Wm5UpScslarqpNtprRasnfDeSpX+WzJMelZLBvNplsGZbW20qS5HUjsplJ6elQASokhR7p+ZUB7/CvebhfuPrjMuUt2bIcuz6vMdUVEApQojv8NknX31hU8LZ3Lzl/ObjlFuYurRWyzbmYBfZTE7gNpWpSSglJV6D1Ue/c148FMxc3iieVnZRdnUf/ANJo/wDy104M8X+YjHETX6q7su1nk7dg7G+i8bG2WUZNfRUqWkqmnXVis6VtauywFKUr3D87FKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAwd+xSNkNys8uS66Pqx8yWmk66Fr6SkFXbfbZ1XnE8Vi4hbHIkZx1/zX3JDjz5BWta1FRJ0B89fqrN0osgK0PL+I7flV/avke53Kw3hDfkqmWt4NrcR8Eq2CDW+UqAaRK4qhTcRTYJNyuMpkyESXZL7wceeUlYVpRI9CQOwArdUICEhKRoAaAr9UqQRm/wAHsM3KZJs+UX/HmZTxfch26UlLPWftEApOt1lsw4tiZe5apKrrcrbcrchTbVwgvBDykqGlBRIIO9fKt2pUVlQ42aXgXFVo47n3OVbXJLjlwDfne0OdZJQD729bJJJJ2a4UHh+Pacoeu9tyC825h+V7W/bGJAEZ1Z9epJTvR+PepBpU8bHCjQMl4gi3zInr3Bvl3x24SEJbkOWp8Nh4J+z1Ag9xW2Y7Z3LDaGILtwl3RbQIMqasKdX/ALxAFZOlFkqQebs/KkhaSD6EaqMpfBcW4OutS8nyGTaHXCtdpcmbjqBO+k9urX66k+lONjsNGzHiaBlku2S2rlcbHLt7JjtPWx0Nq8o62g7B7dqxUDgDHrbb58KPImojzZLEp8FwKKy0dgEkbIJGzvvUnUostAaNcOJrZcvrPzpUo/WNwauD42nuW9dLfp9j3R29fvpG4ltkdUM+1ynPZ7o5dtLKf6x5W9dXb0TvtW80pp8+cgR7O4WtM/HjbPbpzDouK7o3PZcSl9p5SidpOtfHXpXnFeF7TimRqvrU64Tbo5GXGekzHQ4p3qUCVqOvXsB27fdUg0ostPnAPMwGGYfEwey/VsN119HnOPqdfIK1rWoqUToAepqNOS7orliWzh9gizkSIs5D0u6rYW03D8snulSgOpR761U1UqKtqxpoYzHbBExizRLZBbDcaOgISPifmo/Mk9yfvrJ0pUvMhKsiOBwZY/ZMqZVJmLVkLhcfdUpPU173Vpvt2GwD33WRa4mszFvxmE0t9uLYn/aGWwR/XOaI6nNjudkntrvW7UostPlEvPX5YrQsu4jh5XkiL19cXW1SSwIrybe+G0vtg76VdififQit9pTtBqma8dQM2tEKDIky4TkJxL0aXEc6XmlpGgQTv4fOvR/k0izcLl45eLpcb6xIUVKlT3gp9J7EaUANaI2K3KlOfaORouJ8YyMWubUo5hkF1YbQUCFPkJWzr4dgkHt+ms1i+GxMVlXiRHddfeuktUt9bxBIJAASNAdgB2rYKUIoUpShIpSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUAqK/EBmUyx45CsFmVq/5HIFvi6OihJ0HF/doKA38OrfwqVK0LkLiSJnt+sd5+tJtnuVp8wNSIRT1FKxoj3gQD8jrtv9GufaFOWE44er+P0PU6MxNnwtrhibT+mNvS1aT3b7Lq+wieTit0yTJW+I7PJfseH2KI05ergynoenrcAWUJV6e91H/BW9gAVP2L4racNs7Fss0NqFCaGkobHdR/vKPqpR+JPc1ob3huw+6OebfDd8ika159yuj6lfp9xSR/wqRLFY4eN2mPbbe2pqHHT0toW4pwgb39pRJPr8TXPs2DLDk5TS7M9FwWmSXqel0rt+FtOFDDwZulnJbtJy4zb3m5NvmlSyRztbrzSlegfMmjNcI4QzeXLojH46ZTjwkqT1r8oug9QX5XV0dWxvfTW80pVIwjD9Ko3xdoxsenjTcq0tt+4rgs2O3Rpy5jUCK1LXvqkIZSHFb9dq1s1zqVakzJScbp6itQzDizH84v1hvNzjuKuNlfTIivMuFB2FBQSrXqnqSDr/8AKd7fSqyhGa3ZK0a4OPi7PP6mDJxeeay1VPzR4I2NVpnFnF1v4otFytttkOvxplwdnhLoSPK6wlIQND0AQK3SlHCLkpNZoQx8WGHLBjKoyq1zrTysUpSrmApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQGty+QLJAzq34g/KUi/T4bs6PHLSulbTakpWevXTsFae2996/OQcjWLGMosWPXCWpq7XsPmCwlpS/MDKOtwkgaSAn56+VQB4vZtxxDPeM8ltMSVInSVz8ebVEaLim1yo5Dajr0AWhJ2ew1WncN2W9M+IGJhl6+sJ6+ObFcm2rnMStQktyXGfZ1Bw/bV5ZWk99+6aqm2vP0t/jzD6uvGvXL3slp7x08Lx12pKsuBFxUEoWmG8pLBKukeeoI0zsj+3qsZ4vudMbwjEGMek57d+P7xeEtyIV+tNnfnBtsOJ3tSEFKQr07kdjXB8GHG1juvhQt1kvePRnIt1cl/WMSTGCfadyHP9ICAT2161hPHrzLiGC8NX3jp0XBF9udqT9XQ4VrkPtlsLCQPMQgoTroPYkelWmlFpXxKYcnOG/FcCauT+aLBwjxhGyPIZ0x+MtlDTUqPb3ZK3XVN7SpTbSSQDrZOtCok8K3jjxbmu0YzZLjMuDmc3Ftanm0WSSzF6k9SiA6Ww3rpH97/AI1J3DnLOO85cTyJGJuy5DcaMbc77bBeiKDwZGwEupSSPeHcdqiLwec7Y7juM4vw7eol7s+fQEvRXYEy0SENbQpauoPdHl9JSNg9XeoaaxpRl4BO8OMvMlbkTxb8XcWZWMdyDIyzdAQH0Roj0hEXY2POW2kpa7Hfvkdq2TMudcGwG14/c75kEaFa7655cCd3Uw6fKU7vrAIA6Ek7J18PjXX/AJDZYvGGeciWzkjk/lbj03e9ypbDeNW8ybbcozqiUrSpEd076T0qCj2Iqa8v46scPFfCzYrOZ+UYxEyJlbUm8RtuuM+zPFK3kFCQnuR2KRr5UwuvGLera9dfIY0lhOXYn6fksJxJ4k+P+brlc7fiV7VNnW4Bb8aRFdjOdBOg4lLiUlSCR2UNj76k+sGnCbEjK05Mm1RU39MP6vFwSjToj9XV5W/7vV31Wcq2VIsYi4ZbYrTJVGnXq3wpAAJakSm21gH07Eg1y7ZeIN6YL1vmx5zAPSXIzqXEg/LYJ71U7xG+GLKuT+Tpd9tXGvD+TQ3GWm0z8xbmmeopSAQryvd6R6D7qlvwwcXXbifApFovGM4dislctTwh4Sl9MMpIA6j53vdfbv8AD0qI5ptkz6rSjn/gl6Q+iKw485vobSVq0NnQGz2ql8f6SPBmOcb9aJs+6pw+LbWDG8vHJqnzL8xYd6gGurp0E6JGj30TV1KqRyPyZbfDz4sbzmGYwbuxi19xqJCi3W32x6Y0H2XXSptflJUUnSwR2rJtrEhyz9n87yf6HWuXuvncbl4ivFvh/FXDs6+RcntluyW4WZVwsNvui/JfkdQ02oMr0o9/UEb7EVr/AISLjY8lvMq7QfEJcuWLwu3truFlXcI7sOC4vRKkMtoBb7hSRsntusv4trdYeSvCrlORQ7MxdXpNl86BIfgbkpQrSk9IUnrQe/p2NS9xrhtjxrGrW7a7Hb7VJdgsB5cSI2ytekDsopAJ779a1jk5X2ff4yknail3+3xG4VFvLniY494QmxYOV3pyPcJCPMRChRHZb/RvXWW2kqUE7+JGu1czE+brZl3KuU4HHs96i3DH223H58uEW4b4WNgNOb94j9A+7dQH4n8pxDBOWkX3+kOZcf5wYCIjN3tNiduUC5N7KkNOIDa0L6VE/wB09/WqN/pfBmiV7y4r9iwsznHDYWD2XL1Xbrx+8SWIcOW0ytfmOvL8ttJSBse92Ox2+Oqyt85IsOO5Xa8bnS1tXe5xZEyKyGlqC2menzT1AaGutPYnZ32qrXIt2zfNvB/jeSZHjEhq82u/QrrMhQIKmnnYjEsKL4j91JUpA6yj1GzXqRzLG518S+FXXG7BfEYvDxy8tN3q4292K3JeUGNoQhxIV7uh3IAJPb0qJOSnKKWj9N2/fIpF2k+fvdexKKfHhwmUPKGYp21CE/o9je6lt9QT0oHRtawSNoG1DY7Vlck8ZfEeJ2y33C5ZSluJPgM3KMtuM655sdxRSlYCUk9ilXUP7OjvVVS4BwNpNi8PqpFiKXY2PZJJWXIpBbkF0BKlbHZRBOt9617jbEHn8HU7Ks7y5LHD05hpTsZXUhapD+0DY7KI129a1l1bXK/Te/CNHGsTc4XXql9y9mC+JPjnki7ZDb8eyRi4SLCymROUEKShDRBPmJWQAtPYglJIBBFYPBfGHxVyLmbeLWbInFXh5RRHRLgvxm5SgNkMuOISlw6BPuk9hVdrLCv+A3OfLwrHyu6wuIYHsENMXaFSNqJT0a0pWyT0+pP6aia2XSXnGecOXSHnHJ2by42TQ1XWNfLT7JaLY8UKC0IBZQQQdgBJUNA7PpUQ6+JucLr/AJON+l/cwlJxwnPsv/inXqXv5A8VvGXGF3u1pyHIDEutsDRfgtRXXn1BxJUktoQklzsDvpB18ayNq8RuAXy24fcIN8EqDlcpcK1yW2HChx9KSpTSzr+rX7qhpejsa9a0DjHG2F+L7l27SLagvi32xqPNdZ94JKHOpKFkfo2BWZ524Itlx4WvVtw+2RrPdoMz+ktt9lR0D6xbX53X+lZBSf8AeNUUqgpS+K8/Q0ScpOMfmWXqSZcuRrFas5tOIPylf0gukd2XGittLXtpsgLWpQGkjagO5Gye1bNVY/CdfXOdMiyHmmTFdjRrhHZstoZfSUqbYZG31AH06n1LH3+WKleTzZbI3NcbjQ2e9Kuj9uNxFyTDJgJQDroLv977tfrrSmqi9X/n2Kp3b4L57kVeJrOc/hcuYBhmGZ/buPGLzDmyZVyuNtYmIJa6OlOnSNb6j6Gt/wCM7lkGBcdXy85/yND5FTB8yUu52e0txwyyhG1IDTBX1qGie3c71qo18RHFeP8ALXid4ptWWY5HyPHxa7m47HmMFxgODyugn4A+uqmG0YtgHho48ur1isMbF8ZhBc+VHtMRShvQClhtAKlHQHYAntWcWo4TlJ1r7+hpJXNJdhHPhY5WtHLeU8kXax8hXfLrd7cwpu0XS0uwfqZKkEhpAcSkqCtE71WB8RliyfCeW+PsvtXI+Ux4F4ySHa5OLpkoFsLSkq6iEBHVs9IJ2rVR34aPE7gt28UHKpYevCUZpcLcLK49ZJbaX/KilC+oqbAb0oa9/VZTxl+JXCLVm+F4287dnLrjWUQ7hckR7NKdbaYCFEqS4lspX2Wnskk1dpRlh7v+37WRNZYiWeT9svUtnyByLjvF2NP37J7mzarYyQkuu7JUo+iUJGypR+AAJNQ9fPFZjfIPCXIN+4zv/VkFhtEiahibCWw+ypCFFK1MPJBKSU+pGjUbeLeSvmrjzi/kHFLllUXD4F1XNnTcchqRc47JbW2H0sOoKvdV6go3o7FaTxJYMD5Gk8i3PH+U+Q+RMmGITretvL7cthCGXEkaSpUdvqPVrsCf0VlNNwnfC+9UiY03CtHXdrRat/mOM1w+/dE3WIrKm8UVfxE60B3pDBUHej+719vTVa9YfFLimGcf4cvkTIm4OSXPHmrw6FRyPPGkBfQEJ0VFSxpCe/yFU2mSL2x4bW+X02m4iS5aVYa5ERHWX/YvYiwFFGt6EorVvXoAaslYMOaPig4mMy1iQ3bcCeDbz7HUlh0LYA0SPdVrf310SXXdaN/aT9t0xTccOLetfeK97JhxPxK8f5xx1eM2sl3enWS0dXtwRDeEmOUjZSpgp8wK0QQOnZrT/CjyRbuT15/e7VyBdc1tzl5JZiXS1uQVWhJR1COlLiUqUNEHev8A5akjIncO4YtWVZxJgJtrb/RLu8yDEW89IKAEJUpDYKlkDQ7Deqq74VvE3gt95z5Mt8Z67pkZdf2pNoL9lltIebTFQklSlNgI7pUPeIrOOc2o8vW18XcWlcYKT5+lP54nKuf0juE2znxVjen3VOHMWhxT3TjsxT/tweCdABrqKOjq94Dp38asbdOfcIsXGUDPrldzbsbntIdjOyo7jbzvWNpSlkp8wrP93p391QpzTnsPgnxWWfPsogXVOIy8WdtP1nbrc9MQzJ9oS4ErS0lShtI7dq1rxgB/k+x8Scj2G6Zbb8JiSXJky44tEIuURt1khuR5LiCoAHsodHUAqqp/6cX203yzev27DVpfUdaVa8l8faWM4q8QmC8z2q4TsVvBmJgJ6pUaRHcjyWE6JBUy4lKwDo6Ou+q0tXjm4XEiztf0vSfrPpDTiYjxbZKjpIfWEaZJPwWRUS+FS24NkeZZlleOcoZ/yHfUWQwJX9MIC46UNFXUnpKo7RUQUkep1s1IXg/40sN08JmO2S9Y7FciXJlxdwhyYwT56i6o7cGgSfTua0/q8F7v8GN8O/2X5Nz8RvJNyxTFLPZsXeQnKsunt2e1P66gypwFS3/vCGwpX6QKkTDMbGG4nbbMmZKuSoTCWjKmOlx55QHdSlH1JNQh4i0tYnyrwTkDrKW7Fb747bnl69yOZEZbTKj8h1dKd/eKsWDvRqkc4y7/AGSr3LP9ST5e7f4KseFTLc85e5CzzJ8xu19sqbLdpFoi4guIliA2yNeW71FPU6vQ31dWhv0q1FK0vJ+UIOLZpj+Nv265SZN5Kg1JjRithrX/ANkV8KWoqMe5d7/cpOccPenN0r93kvsbi64lltS1kJQkFRJ+AqNOJbvc86/pNkcibIRaZ8pUa1MdWktMN7R5qR81q6lb+Wq9vOuQSoGJNWW1k/XWQyE2uIEnunr+2v8AQlHUf1Vt9mtsLCMUiwmU+XBtsUIHSkk9KE9zoep7VnalKTeiy/Pkvcwk3PGUFpHN+OSXu/IiPjKHe8U52v8AjczLLzkluTaGprabs8lZbWpwg9PSkDWhW9cgc3YhxnLZh3y5qbmup60xYrDkh0I/vFDYJCfvNQhYufsRc8Q1yvYduX1bNtLFvZeNqkjqeDpJSR0bA7jue1bBJy+FwzzLmd0y23TlQr6mOu3XWNCckpKEo6VMHoSSkg99eneuaGJWHBRarPPXRul5UeRhbVhww5rAmqUtXmoprV56XlrqS8zypir+EKy5F5jHH0oKlTOrSU6OtEevVvtr13WpYz4n8Ay7KIeP22fOcuktWmWnbbIbCvv6lIAA+/0qFMttr9v4Kyu8TbZJsVtvmTNT4jJaPnQmS4jTvk/E7SVdHx3Wx8K5XYL/AMpRp18z2VkOTpiLhW+PJsqrW2GyQpQAKR5i+3z/AFVaOLKWKoaaWvC+fhoVl0hjfUw8NNK6zfHrNZW1VpWtdSWMj8Q2C4tki7HOu6/b21ht3yIzrrbKj8FrSkpSe/xNeOds2GOceS0wZFyautzaVHtrlojKeeLxTtOtAgfpOhUKZrlkDDMryD+hk/IbZksyUpx7GZdkclQp73oSk9BCevQ94K191WmsL0mVZID02MIkxxhCno6fRtZSOpI/Qdipg3j4ck35fb54HdhY+Jj4mLg7ytaUtO/PXsyNc4iYyJHGdgby1xTmQeyJ9sUr7fWf72v7Wtb++o14qyO7ce825DxXfbjJusGXGVkGOzpiyt32dTnS/HUo+vlrI1vv0rHyqfarxlChknjWwyPBPmKxzGpsi4rT3DYkONpZQr7z5ayB8hXXf+ou2/Zv7HoYeH9LAULvdSzeuqXqWHpSlSbClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUrVeTOTsb4fxGVk2WXEWuyxlIQ7JLal6KlBKRpIJOyR8KEpXkjaqVxYlxjzbczOadSqI60HkO+gKCNg/4V67NeoGQ25mfa5jE+C8CW5EdYWhY3rsR2PemjojtOdXjVeaUApSlAKUpQCla3euQrFj+X4/jE6YWbzfUvqgMBpSg6GUhTnvAaToEepG/hWUyC+wsYsc+73F0sQILC5D7gSVdKEglR0O57A+lQ2kt56EpW6WpkKVisWyW35ljltvtpfMm2XGOiVGeKCgrbWAUnRAI7H0NZWp0Kpp5oUpShIrxXmlAeKarzWtXPkOxWfN7PiUqYW79do70qHG8pRDjbRT5h6gOka6k9ie+6i0sh2my141XmtSe5NsiORWcIbcdk35cNU51thorRGa2AkuqHZHUd9IPro1PGhws22ov5v43zPk2BCteN585hNpdC2rsIsBt+TKZUAOlp1R/qTrfvAH1qUKVDSepKdaGv4Fg9p42w+04zY44i2q2MJjsN72dD1JPxJOyT8STWwUpVm23bKpUqQpSlQSKUpQClKUB4rzSlAKVr2fZ7ZeM8Um5HkMswrRDCS8+lpThT1KCR7qQSe5HwrOR5CJcdt5s9TbiQtJ16gjYoRauj214rUf8qVhb5K/oK+87Fv64Qnx232ihuU1shXlLPZZT26gO42K2+mqsnjQpSlAazyPx9aOUcMuWNXtkuwJzfSVIOltqB2lxB+CkqAIPzFcjB7DOxfErXabjd3r9NhsJZcuMhCUuPlI11KCe26z1KLK+0ailKUBjpmP264XSDcpMNp6dCC/Zn1p2prqGldPy2O1ZGlKiqISSdo8dI+QprdeaVJJovLnGQ5Px6LCbub1nmwpbc6JLaQFhDyN9JUk9lDv6Vq1i4UyO4ZXZ75nWaf0oVZXVPQIsa3Nw20OEa619JJUQPTuKmOlZfTjvb/HXx5nJibLhYs9+az73TrS1o/E8aFeaUrU6z8rBKVAHRI7HXpWg8V8RxeN3r9cXrg9fMivsxUu4XaUkBxwb022AOyUITpIA+8/GpApTR2HnkKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUBDXI3K1ywDm7E7bKktt4jcbLcpMlJbHWH46UOJIV6/Y8zt8a1qB4i5PIud8ZIxFxyNYL3brpcblGmxkiQgR0pQlCu56FB1Y3o/DVbP4guA5PNcnD3od++oHLJcFPyVCP5qpUZbam3WAeodPUFfa7/AKKx+FeGo4bzfkubM3xLtnuEJ2Nb7II3SIDjym1yFhfV7wWpsHWhrZqiWVPt+9e/oS8s12fh/nxId42z7xMcucTW/PbDdsZaEdbvl2FcBK3r0G3VIIW8VIRHJ6ewSD95rePGLM5NsfFrmY49kloststUJEi647c7IzcRLc6k+6HFnSNbI3o+m6lfw/8AE7nCfFlqxB25Juy4KnlGWhktBfW6pf2STrXVr1+FaJ4oeC+SudLZIx/G+RrdiWKToYjzrfKsQmuvL6yrrS75iSka6RofL76vOrSjzM8PecOtk6Nq5XtObZbw81/QvKoeI3dURL78yTbEzULa8olbYbKkhO99j8KgnwI4Ty7G40wW7T+TLZMwb2ZZ/o4jHkNv9O1AD2nr32V330/dVg+HsGzfGMJk2XkHMIWaTFEtMy4NrTb0tx+gJDZQFK2exPVv41oXDXh+5H4av8C2QeUI9y4yhOOlnHplkbMtKFdRSj2oKB0lRH9n0Gqit3Fk1owr+nFPVFeuTvHpd3uQMmjWTP7dhULHp70FmzycSmXVdzLR0VOSGx0tBSgQAjZA9e9SzmPiYzm8cdcHX/C4EGLd84uSIcmBdEKSynqjuqOyR1pSlaQrtokDXxrPXjw2ckYnk19ncS8qs4Zab3NXcZVnu1jbuTLUhfdxTJKklAUe5Hfua3bMOFrxnb3Fk675Gw9dsQuiLpNkNwuhM9YZW2oJQFab2V7+OtaphpbsVPmr+4xm7k8Pk6+3z1OHxFG5rsGe3G18hXKz5ZjciEJUS92yEmCYsjr0Ypa8xSljp94L18O9TXSo4seAZfbuZL7lE3O5NwxKbDbYh4sqKlLcN0a6nA56knv/AI/Gpu2l8+cC2lv584kN+L3ny58YX622u2cq2Lj8uRg+tl3Hnr3PdPURvymz7jegPeI9d1i8F8YmQ5P4YWMvjQ4F3y+Tff6MwHA05GiSpKn/ACm31tq99tJB6in1GtVvHIvhsy248yzOQsA5CThlwu0Fm3XZqRam53mtNb6CyVkeUrRPfuPurH2rwbqh8JXnBZeZzZd0kX1eQQsj8lKZMeV5odbWpO+lRCh39AQfQVnG93P51lp/03xReVWt35lx8TQf6M8pY94teG3uR83tWWokMXhcRi2WYQREPs6OtPV1qLg9NE6Pb76/HIWU8y878a8hZPjOVWTDMEgC4wGbU/aPbZVxaY6kOLW6VjyiopVrpHYaqSMR8MOYo5WxDkLOOTHcvvtiblMKYRb0xIhadbCAGmkq0hQI2pR6ir7tVhbv4OcpfaynGbTypNs3Gl9ekS3LAxAR7S068SpxCZW+oNFRJKQAe570xY72HuLk+62+PPIiDqe8+a9s65ZkveGb/V745/6hh/8AJTW6Zjen8cxS73WNFM6RCiOyG4yTouqSkkJ/XqopsvLXGHhxxfHePsu5Kxy13my2yPGW3cJzcVxxKUABzy1K2ArWx61r3LPig4szLiTObfiub2jLrubJLcRa8eubbk11IaVsthJJ2B32AdVbHk2pyh2kYMd3cjPLQrZa/E9y7yDccEXi3N+HzLplFxYYlYdaseRIl2dleytThUsqIbA94q6fmDVg8yzzmDI/ELkPHGD3iyWeDFscKeu73SF7QqGtanAooaBHmFRSOylaSAfXdVawTl298V4jit5xDl7jzOMhLEKI5hdvxthF1k9RQgsqeaPmgpB7lSfVPfVX3x3imRb+br7yM7PTq8WaJbTbPK95hTSlqKuvfvb69a0PStZRSpcE37ZfLKKTd86Veefp2GkO55yRx5wNkVw5FvWN49k1rkqjR8kltf5jKZ60hEgsNrJC1AnTe+6gBUSeF/xdX3NucG8CuOcQeR4U+2yJzdzj40/ZXIbjSkjy+hzs6khX2h37ffVjvERwmOdsBasTV3XYrjDnx7pAnpZS8lqQyrqQVtq7LT37pPrWh4P4bM3t/LuP8iZvyYcvulrtsq3mG1akQ4wS6UEFpCFe6R0He+rex6arJN7zcvmWvn3F2lupL5n+CNMf5N8RHImF5fl9kyHGbRa8Xu1zYZgybZ5712bjPLHlrWFAMjpSEgpBJ9TXr5CzXLuTOXeA8hwRq326/wCQ4tNkJfugU4zAQ4lhTjnQCC4U+gTsbJG6wHh84Y5L5PxXNoTPKKMf47uGU3hiVZIVnbM1STJWHAmWVEpCvT7PYGrPp4CiW/kjjzIbTMRAtOIWeRZ2LZ5RUXEOBsJPX1dukN/I73VXH9D4ZPt/S787RM31ppf7l2fqVeVMwfh6z3PJGQZ9hfIVxt+QXrF3mFN3m3RPZEy2XmytPU0CQkggjsa4ng6jnIMVyfP52nr1lN+muuuq7qQwy8phhoH5JS36fMmpBxLixeNcnZzla7gmS1kqYqREDXSWPJbKDtW/e3vfoNVG3h7Wvh7Psq4luwW009Ok37HJCknokxHl9brQPp1NOKUCPkoGphblnru/dfZe5SSyy0v7P7mq+IXmvPMc5fGMxc1s3EuOoitSIl9vtkVOYujpJ8xrzStKGunSexOzuth8RHiVn8F8M4pc5NxtL2QX99qAm8R4r0mCyooKnJCWW9rcSANhA+JGzoGs/wAv8Ocn5vfJf9GuUIlkxmegNy7LdceYuKQNaV5SlEdO/vCu9caf4R7YjhTD8GsuR3K0XPEXkzLNkCQlb7MgFZKikjpKVdagUemjoa1UJPcz5rvq8/Tt8jTLfvs+2Xr2EX+FLxZXjkHlNeEXPLY3IjEiA7OZvUbGZNlVGWhSQWVocHSoEK2CDvsd1+bTzxyVf+ZZ1ruXIOMcfOQ7uuIxg9+si0uz4wc0hxuYpY61LQCodAIB+FThxFg3MGM3uY7yByba8ztS2OiPFhY+iA40vf2ytK1dXb4aqO+QfCpyHyrJesmVcsNXXAHJKXxbzj7CbigJcC0pTL3tPoB1BIOvjWv9cfXz/HeZ1lL5w+cjLeLHlzNOOpGLwrBdYmG2W5l0T8ynWldyYgLSB5bam0kBPXs++rsNVJHAuQXfJOPY0285ZYs3kKcUG75j7XlR5LfbRKApQSre9gHXpWN5c455CyNq3Hj/AJEbw1cdgx3o8+0t3GNIT295SFEHqAGt7+PpX78PvBqeEMeu8Z67m9Xa8z13O4S0RkRWC+pKUnymUe62nSR2H+NRHJSv5mTLPdolWqLc8+J/M4PJmeWC28rYlxIjGEtpg2++WwS5V7UpkOdSCtQAGz0gICjselWi4xwHL8QybMZ+R51Iyy3Xab7RbLe9FS0m2Nd/6pJH2v09vSqL3bJ2TzRyxLc5bw/jCSxkalRrTnNijXCU4pDSEl9lbpSoIX0jpCCda++s3m0tMm+7T2vtNUqTfal7k2zOZOYsU8PHE98kzIF5zzKLvFYfamwEwmS2+lRS0tIBKOnttQAJA+G6lDjONzljnIio2eXWx5ViU6G5I9vtkJME2t9JHSz0lxSnUqBPvkdunvqtN42hZP4q+HOPMjyR+PaLlZshFyD7ENaWrkywtaEOIbUoFsOA9Q3vXyqzVygN3S3SoTxUGpDSmllJ0dKGjo/rrSVxcmlnbpdlKvXxOePWpN5Zeduzr25B8cuQYLnD02JytjmTwmbgiOrE7bi8ksqaLwQoJuIJT1pB33OtjVTtyXyRyvffEBD494+udmssKbjAuztxusP2lUJXnBPWhAI8wkEDpUQB61qDvgYzp3jd/jk8wqbwOO6ly22xmyNNugJeDgTIdCup0b+XT8K/HKOI5/fPGba4PH+awsNuUbCB7RMm2lM9LzQkgFAQpSek70d9/SqpJKEdc35br18e0u95ylLhS895fbsMJy5yTmF/8LvNOL5uqFeMsw6fGhuzre17MzcW1rZdaX0bIbUQdEDYFb9jWb8z8eckcdMZxeMfuuN5k4qCmz2yAWl2lxLBdRp8qJeGkEEkD7hWxTfCT7Vwnl2IO5S9PybK5aJ92ySbHClPvpUgjTaSkJQEoCUpB7D51IGccRO5hkPHNyTc0xRiU8zVtlkq9pBYW10g7HT9re+/pWiyavmr8kn6mLUm3XJ15ukaN4zoQtGAWbOoZDN8xO8xJsWQn7XQt1Lbzf6FoWQR+ip9hyPaYrLuteYgL1+kbqv/AIiZS+VstxziG0JU+uRKj3jIH0j3IcBlwLAUfTqdWkJA+XUfhVg2m0tNpQkaSkBIHyFUh+l8m/svubS/Uu7587T90pSpJFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpX5UQkbJ0KA/VKr5zH4sLZgsp+02FlF4uzZKXHCr+pZPyJH2j9wqvNz8VXI1xfU4i8phpJ7Nx2UgD/hXx+3/wAVdHbBiPCbcpLXdzrxPq9i/hrb9tgsRJRT0v8AB2E0qh+KeMPNrLKb+tDHvUXfvodb6F6+5Qq2HFXMth5YthftrpYltAefCdP9Y2f/AJR99dnRv8QbD0pLcwZVLk8mcvSHQW29Gx38WNx5rNEgUr1o+2rvv0r2V9IfPClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUBrF94xw7KrgqdesTsd3nFISZM+2svuED0HUtJOhXiycW4ZjU9M6z4jYrTNSkpEmDbWWXAD2I6kpB0a2ilNA89TXrZx7i1kurlzt2NWiBc3CSuZFgNNvK367WlIJ/xrYaUoBXgjdeaUBw7baINmZWzAhx4TS3FOqbjNJbSpajtSiABsk9yfjXMpSgFepUZlx9DymkKebBCHCkFSQfUA/Deh/hXtpQClKUApSlAKUpQCsBeuP8YySe1Nu+OWm6TWteXImwWnnEa+SlJJFZ+lAfhttLSEoQkIQkaCUjQA+VfulKAVwvqiB9afWXsUf6x8ryPbPKT5vl730det9O++t6rm0oBSlKA9KYrLchb6WkJecAStwJAUoDegT8dbP+Jr3UpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQCoR8VHKb/H2DiHb3fKul0JZbWk+82jXvKH3/D9dTdVKvHBKdXnFjYUSGkQ1KSPhsq718x/Em1z2LozExMN1J5eZ9H/D+yw2vpHDw8RWln5FcFrU4tSlKKlKOyT6k1Mfhu4gt/J15nv3wLFmhthJKF9HU4o+6N1DYBJAHcn0FWyskccWYRx5jiR5d0v9zZmTB6K6OoEA/wDwivxv+H9kw9o2l4+0K4Qzd8W3SXmfrPTm04mDs6wcB1OeS7ElbfkQdzzhltwHkmfZrShbcJlttSUuK6jsjZ71r+AZvP49ymFebe4pLjKx5iAeziP7ST+qt+8V/wD003X/ANCz/wCGofrh6Rk9j6TxZYHV3ZOq4Uzs2BfzXR+Gsbrb0Vd8bR2n4rfo+T2OFdYqupiWyh1JHyI3WXqIfCtJdlcM2Yukko60JJ/uhZ1Uuq+yf0V/Rmx472jZsPGeskn5o/AtrwVs+0YmCtItryZFV08VnDVluMq33DlHE4U6M4pl+O/d2ELbWk6UlSSrYIPbRrbsI5QxDkuK5JxPJrVkcds6W5a5iH0p/SUk6rrw8OvMfh8wB/lOBylBtEi/nNro8hyfja7gsMFSQn+sDKwBsK7b7fLvUl8RxsZ5P8XONZ7wljbllwCHZpMe+XmLbVW6BclrI8lttspT1qSQokhPau6Kvd7UnfLK/wBjjn1d7sfnnX7l7KVD/AfNNx5bvHJUOfAiwkYtksiyR1Ryol5tsJIWvZPvHfw7VFVw8ZV9t3B3L+drsVvVJwjJZNljxUlwokMtLbT1r97fWQs+hA2BVU7W92J+Dr8ovKLi3F6p145/gtrSqkZF4ouXcCg2PNsp43s0DjO5yIsdYj3Nbl3hpfUEoddR0+XrahtKSSN+tWzYdS+yh1HdC0hQP3GrUUvQ9lKqxL8R3KvIGZZdD4pw/F7nZsUuTlrmnILq4xNlvNjaww02khI76BWe/rWw5n4lr/jmAcZ39eIuWS5ZRfYtnnWi8hSXYXmFQWRrWyCnsT2IO9VVO0nzr10Jl1W0+F+mpYalQ7z5zXcuJL9xnBgW+LNbyrI2rLIVJKgWW1oWorRo/a90evbvUcTfEpynlPMXI/HXH+E2O5T8WdjFFzvM12PES040F6c6ApSnCdgBIA0Nk0Wenb6VfuiWt2r4/e/wWppVPMO8V/MPLmKXd3COM7K1fsXlPQchTfLmtuMZLRPU1F6ElSyU6O1kAdQHesll3jal23w94DyXZsW9sfyC8MWqVZnHCXGlqWptxDagQCoLSQCe3zo3Xp66eZW867/TUtjSqj33xTcucZ57YMfzjjK0uqy4uM443j90W6tMlIBDUtTiQEjR7qQCBo+tbbxhz7nyeZpHG3KeLWaxXaRa13m2TsfmuSIzzCF9K0L8xIUFp+4aqVn6+mq7xfzvLF0qqTviH5szmJdcl4849xxOFW6S+wlzKbm9GnT0sqKVraQlHSgEpIT1n/hXnNvGrLtvhzwjlDHsYTNfv91jWx6zSHSVtqWtSHEJWnQKgpOgT2+6q3l5euSJeTrv9NS1lKrFfufOWeK2sQufI+K4xbbNeMibtMty0TXn1Qo7yQGXVKWEgKDnuq7EemqkTkfmC4Y5y9x5gdigRp87IVvyrg4+Vf5nAZTtTo0R7xUUpTvtvdW5Lm68av2IvXuvw0JZpWp8rZfIwDjXJ8liMNSZNqtz8xtl4kIWpCCoBWu+jr4VVWV4zOWrbxJZeX5vGdna41cYYenti4ufWpStSUqdaa6egI6j2ClE6qu8ra5V63XsWp0nzv0/yXWpVU7t4oeTMPvmIX7KMAtNu4xyi4R7dEkMXFbl1iF//QuSGykIAPbaUkkfOti5B8QecXblO6cdcQYpashvdkjtSLxdcgmOR7fELndDP9WkqU4QN9uw+NT2cfxqVTT+cyxVKrvi3icu07D+SY2Q45HsPImCw1yZ1pTIL0V9PlKW080vQUW19JHfRGjWC4l8TXIOS8cjlTNsWsOMcZfUarn5zEx1y4qcSkE/1RHSEKPV0jqKvTfrS1n2JPwd17E60uLy9vyWlpVN8i8VXN+McXXLlGfxVZm8GMBU2HGbubi7owgp207Ib6QgoPulQSoKAP3VuWS+Ki+/U/GtkxHF42Rck5rZmrw3b3ZCmIUFktoU488vRV0BSukAdz/32p1pxrtvP8Maq+H4r8llqVAXFvPOYjkxrjflfGrbjuWTIS7hbZlilrkW+e0ggOJSXEhaVp2Ng+oOxUz5ZkkXDsZul8mpcVEt0ZyU6llPUspQkqISPie3YVVtRW89As3urUy1Kp5e/FBznZ8BVyi5xnjMTjpEb6wVAl3h1N69k9fM6ejygrp97p2T8PWtr5b8WN4xO98RRMQxdvKByFGcdiR3HvKcSryUut7XvpSkBRKjo9h2FWp8s7rx+IhtL3+eZZivBOhs1XHjvn/kS38zwuN+V8Tstln3iC9cLRccdmuSIziWiAtpzzEpUFgKB2O1YxrxHcoclZFkMjizA7NesJx6c7bpVwvNyXGkXF5rs6mIlKSn3T7u19iarfL5WXuT3/LLGY7lVny2K/Jst0iXWPHkORXXYbyXEoeQdLbJB7KSexHwrLVVr6PC6KvfDeS3FcV6CuXl93fVGkDTjJU/voUPmN6P6KkrnXmS9cdyscx/EsZOU5fkT62YMd90sxGEoT1LdfcAPSkD4AbPwq0+rS516opCW+m+V+jJbrwTqq2ceeILka2cy2rjjljFsftlxvcN+ZbLljFwckR1eVrrbcS6kKSrR3v0riJ8RfKHJGU5ErirBLLe8Nxyc5bplxvVyXGfuD7f+lRESlJT7p7bX2Jqt8vlZFyxWP5VZ8sjyX7Lc4l0ZjSHIjzkR5LiW3kHS21EHspJ7EeopkWU2fEYCZ17ucW1Q1OoYS/MdS2guLUEoRs9tqJAA+JqmHho52g8VeGDP88ulql+c9m1zEaynSZLsp59Ibj/ACCipQB+WjWE8T/IvMMvjKwMcj4HZrPartkloVDlWG4Lkrhq9qbUG5SVpHcjY6kEjYpK1SX+31r8lYPeTb/3ell/kqCgCDsHuDXmvVF/+dmf9wf91YrNMpi4RiN5yGclxcO1w3ZryWhtZQ2gqIA+ehSTUE2+BaKcqS4mapVScW8SnNuQ2K055H4zx+88e3PynW4Vjursm9ssOKADikBHlqKQdlIO/WpVXzXcR4mLdxqLdHTa5WOLvRlr6hIS4HQgI1vWtH5b3UtNNJ6u/RX7EWs381r3JhpULK5xuY8Td24z+r4n1ZDxZN+TM2rzlOl4t9BG9dOhv03UF4p4x+Z8+4be5KsHGuPLx20e0qupnXJ1p6Ullag57IgBXolPq4ruQdDtUcN7hr4W17os0093j+yfsy7tKpzf/GPyRF49tvLtv47taOIXEMvyFzripN3LC1BJfQ2lPlhI3vRUSR8t1unMHibyjEOYMFwbD8Ui5NJy20SJ0UyJBYDTiOkpLixsBsJUSrSSe3arNNOms7rxSv2Kby18fWiyVKqJYvFDzHMzu98Vy+OLCrlGHGbuLMiNc3BZfY1dvNW4U+aCFaT0hOyT8NVtvGfipuUzCuSpHIGNt2bKePnS3doFmdVJZkAo621MEjqIWPQHvVbyvsvw09y3FLjdfcsdSqeZT4oOcMAw9vkfJeN8XhcedDcl+E3eXTeI8dZHvqBQGyQCCUitt5m8TOX4vylx9heB4vbsim5japM6Ku4yFsIZWgJUlTik702EqJVoE9u1Wp8uNeNX7EWtfH7FlqVAGAc4ZuzzbD445GslltNwuNgF2gybM844068hfS+yFL0T0jSh2Hb1rZsH5guGdc5Z1icKBHONYsxGYeuQKi67PcHWpod+npQjW+29mo1quN+mT9RevZXqSzSlKEilKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKq942cHfuNmteSxmysQSWJGh9lCvQ/4/99Whrg3m0RL9a5NvnMpkxJKC260sbCkmvL6T2GPSOyT2aWW8vXgel0dtsuj9qhtEVde3E6qmXSy824ACUKCtH7jVksQ8T03Lcxx6DccYsq1F9uOiW42VONDYG0k+hrXuZfC5fsInPzrDHcu9jUSpIaHU6wPkpPxH3ioQW09Fd95DjLqT8QUkGvweEukv4ex3hyTStXllKu2j9rlHYOncFYkWpOnXNX2E7+LvMEXXO12Vu3wmxDCHfbmk/wBc71J+ypXxAqCYUN64zGIsZtTr7yw2hCRsqUToCudabBeMquCI8CFKuUpw6CW0KWT+k1b3w7+GJWHymcjyhCHLqkbjxAepLH+0o/FX/dXXg7Dtf8S9ISx9xxg3m+CXLtZy4u2bL/D+wxwd5OSWS4t8+xEycS4mcIwK0WdWvNjx0+Z/vnur/ia3BX2T+ivwjstX6q9lfvmFhRwcOOFDRKj8RxMSWLiSxJat2VP8Atu6sQ5ZYmRdtvZ9dttvt9loPl/A+oNYHDkTfCF4of6GpQ//AJJeQVqfs6RtTVouQ7rYT8EIX6gem/0Vc0AD0GqFIPqAa2vrRfJJd6SS+19jMXmpLm77nd/sUl4t5ds/hk5a5hxvOoN6hzshyd69WRUS1vykXNp1CdIaU2lQ6wRog67n1qIoKLrc/Bd4iZE60SrZcJudSpCoDyNuN9Tsc9J166+6uzcpBOyATXjpHyHeoh1I12JeTT+xeb323zd+af5Kw+NSM6/4TW22mluOe0Wr3EJJP+na32qylp7WqGPj5KO3/ZFcvQI1rtXmoSzk+bszSpRXJUdeHKrvE6+T8uc5RsmR8U5+m4LRbb9homoN7j6/qnQtlJStZ+KVa7+vxrl3+JydcfCfxzlOY2683y4Y1lrN3fbejbuS7W28oIccbT/bDZCiNb1XYGUg+oB/TTXaqqNRS5V3ZO9O3iWl1m74335qtShfOnPdk565C4FXhEK63OxQs0juy7w/bnozDbnluBLQ8xKSpXdROgQNevcVLXh1jOteKDxFuLaWhDk+2dC1JICv81+B+NWZ6Ej4D/CvISAdgVoqiqXb67v4Imt+r4V6X+Sq3g1jOsY1zYHGltlea3ZSQtJHUD06I+dV/sdvk/gjcJNGM75iORm1KQWztI9ueOyPgK7KQAPhXjpHpoVSv09m5/xr3oq43fbvf8r9rKzeJGO674j/AA7LQ0taG7vOK1JSSE/5t8T8K4/IzU9Hjkw+TAYLkhGEXLySpJ6C75g6Uk/edVaIgEimhveu/wA6pudvFvzVF3nfcl5OzrMxDIsNzPHrpF5XVyLlvMzpktysMSJ6Ixc6lBCWm2+lkNa17ylenc1+8WgSGvBPwpC9gciyYefxmn4YSSqOUzHAUH/d9N12YBIB3ob+dOkfIf4VolVf9P8Axd+pWS3nff6qvQjXxGcYt8wcK5TiytJkS4alRXNd25CPfaWPvC0pNQR4Hp945nvd95cyWI5GnNQo+Kwmnx7yBGH+dKH++/1f+6KsHzNiWaZliyLdhGWx8OuDjoEic/BEslgghSUJKh0r7ghXfWvSshxPxtbuI+P7RitsW49GgNdKpD2vMfcJKluK/wBpSiSf00h1XKXzv8siZ5qMfnd5pMw3iQQp3gPkFCElazY5YCUjZJ8pVVw5Shvq+jGgx0MOF4Y9bx5SUHq31tfD1q6xG6dI1rQ18qzlh7ykr1r0v8l1KnF8r9a/BVLxgRnn+EeL0NtLcUnJrGVJQkkgBQ2TUJ8s8YYpxr4lOQcg5TuWeY7imTrYn23IMTuExmKFhAQth9MYE9YIBSSO4NdjJSCPShSFeoB/TV667nzbfmkvsUjlFR7EvJt/coTxhhOHDj/nDKsJsmbOQJmPOQmsly+4vyF3ZKWlkeS28PMCUlWgonvv0FSTauN7nyf9HbasTtqCi7zcTYRHac93qdShKkoPy2Ugfrq1uhrWu1YbMcbRl+K3WyKmSramfGXH9rgulp9nqGutCh3Ch6g1Wcd6MlzSXlf5LRylGT4N+tfgo/y14w7BdvCbk+IM2G+o5BYxtcC5Y+7anm/YClnoddccKQ2G06JBCjvsAO9anyPxTFblcGcjZQnK28DTgsW0XG5YfKfYl213ym1occ8j3yyRsHQPcD7qn2f4XeWMvsJwvL+ZUXfAFtojvsR7Khm5y2E6/q3ZPWQeoDSiEgnvVnbTaotjtUO2w2gzDiMojstD0ShKQlI/UAK3crTlxbT9GvvzKrqpYa/Sk/t+Cj3hxxLi3KuerLfuPmORcyjWeI85/S3JbvLXAirWOksobkpClqUD31oDVWv55uGU2rhzMJeFMqkZUzbXl25tCOpRdCe3SD6q9dD4nVb6EhPoAP0V5rOa34bidEw6st46qsyf405B8PWQR4TfIvJXKy7Opc+DdlTy3bZfl7ddcSrpYQlBCiAne9AAd6m+ztOSM28Gbrba1ttWF5Ligg6QRb0Ag/LuCKvKEpHwH+FOkduw7fdWqnTfen5Jr7mco70d2+a9vwVk5giOyfGpw4pLay0LPdkqcCTpOwj1PwqPeFOZrV4SLbk3GnIVuvEK6s3ubLsb0O2PSkXlh9wuN+UptJHX36SFEd6u70je9ChSCdkAmueMd1V3+rs0dN2+z0VFY/o/5s26cQ5JPuNsfs0uZlt1krgyEdLjJW91dKh8xvVYDxr5VcrFnWBRchuuR4/xBJRJ+vLpjAdD6ZAA8lDi2gXENn3u6e+6t2AB6DVCAr1AP6a0l1nFrhXoqEOrvXxv1dnXJgkDCXPGHxReMBsORIxqRCnxVZVf/aiq5PloFKEGQeshKQe+gNmpB4Y5ktXhGYyvjjkO33iFPF9mT7HJh2x6U3eWH1lxAbU2kjzASUkK131V2ukduw7UKQTsgE1FJadq83ZFW7fZ6KjrkxvDcp5U8JmSXm2Y9LayG1clP5QnHnEdDzoZkodUxr+9077fMVsniW8V+Ocy8bWHHsPtF8uN0VkFpVdm37S+wm0pTKbJDqlpCerfugJJ+NX3AA9BqvHQNHQH+FHmt3hk/FJL1pE568c/Vt+ln4i//OzX+4P+6sLnq7i3hV8VarbHvNyEJ0x7dLOmpK+g6bV9yvT9dRzeJPPgu0wWuJgCraHVezGUqZ5vl793r6Va6ta3rtXNxGRzYvIYgyeLhCLGVH2hVrVK9oA126OtRT669aNb6a0sJ7ldhQm7zMBhY77RxOznfG3O6ghQwazMzBDEwqAWlxpxJZLW+r3t+nyqf+SctlcH+JfA+SuQIUxrHpWIrs9wu0CG5JaiTetKyHEtgqAUdgHVXO6Rvehv56oQD6jf6ank+Tv0ay8/Yhq7T/fVPPy9yknGucnk/wAc2U5JBtNxhWB7AUtW+VcIq46piBJO3AhYCkpJJA6gCQN60a8eHCG+19G1fWFsOIeNtvumyghR29I12q7nSPkKdIA1oa+VS6+m8NcVXq39y1tzU3wd+iX2KLZ7DkK+ibhxww4ZH9DoKfKCD17032161uMmI8fGNwY75Ky2jCpyVL6TpJ6WuxPwNW46RrWhr5U0N71Ws8TexHOtW35pr7mLw7goXoq9U/sVlxKO6n6QPOHi0sMqwqEkOdJ6SfaVdt/Oosuc3Nsfv3i8uOCxpKslTIt6oRYa63SPZtLU0D2UoJ3ofOr26G967/OnSN+grnrq12NebsvXW3u1PyVHVDzR/kszzw65EjEmeQeSs8RCDst69LnrbtTo0XXXA70tJ6dK0lIV30AKs62hcnxVeHiS0ha44wydt0JPSNst62fhVwAhI3oAb+6vPSN+grVSrzv0a+5Eo70d35qn9isXjkiycKx3FOYbXHU/c+P7kma820PfeguDy5Df6Okg/wDZrcPCHhMrFuIY92uqSMhymS7kNyUse8XZCusJP+6gpT/2a9nNvCGT8z362297M0WvjoeU5dLAzCBkTloc6wnzyr3W1aSFJ6e+vXvUzMMNxmG2WkBDbaQlKUjQAHYAVnDqxfa/TK/NpMtPOS7F/jytnspSlSSKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUAr8KbCjvah+g1+6UB6lR0qGiVEfeaw9wwewXZ3zJtnhS3P770dCz/iRWdpVJQjPKSstGUoZxdGNt2PW20NdEGGxDb/usNhA/4CucGQP7Sv8AGvZSrJKKpENuTtn4Q2EE6JO/nX7pSpIFKUoBSlKAUpSgFKjzm3mSDwri0a6SbbLvM2dLbt8C2wihLkmQ4dIR1rISkf7ROhXp4c5PyTkONcBk/Hd24+nxSgpYuEpiU2+hW9Ft1pRBI6e4OtbHzpHrXXAPKr4kk0pSgFKUoBSlRxy94hcB4HbtrmcX02VFxK0xj7I+/wCYUa6v9EhWtdQ9detQ2lqSk3oSPSor4k8T3GnOl1m27CciN6mQ2g++37DIY6EE6B262kHv8qlSrNNalU09BSoU5i8RcvjzM4WG4vg1y5Ay2TCNyVboUtiIhqN19HWXHlAE9QPugE1nrrzlCxTiMZxlFjumPLAS2qyPoSuZ7QpXQhlISelSlKIAIOjvfaq2q3uBas93iSbSoE418UczKc5g4rl/H114/uF2DqrQ5MnRpbU0Np6lJKmVHy19PfpV8j37Vxb34q7s5n14sGG8W33OLfYpnsN3usKZGYEZ0JClBDTiwt3QUPTX3VPLtK3qWFpUWczc7scS2awLZx64ZFfsgkey2uyxltsOPO9BWUrccIQ3pIOyT61luIeQ77yFY5MjI8FueBXSM75S7fcn2nwsFIIW260Slae+vhog0Wd1wJ0rtN9pSoE5E8Ur2H8pXTj6y4DesyyaPb2LhGj2taEoeS4VhXW4vSGQnoHvKPcqAAqG6aRNXmT3Sq/xPFtFd4zi5PLxK5Wu5DIY+Nz7HMdQl2HJcdS2T1gFK0jqB2PUVIuQ8qM4/wAq4thKre489foUuYiYHAEshjy9pKdbO/MHx7aqN5XXzS/Yj5617m9149Kqc9483n7ffrpZ+J8lvVhxufJhX67MPMoZhpZcUhS0dZBe7DqKUjtvuakfxDcuP2Dg+NdsXfCbrlLkO2WV9Y10uzFJShzX+ylRVr/Zqc920ta9dPMmqluvt9NfImGDc4lzQ6qJJakpacLS1NLCglY9UnXoR8qNXSG++WW5TLjw3ttDiSoa9e261ri/ji18U4Jb8ctLZDMZvbz6zt2S8ru484r1UtSiSSfnVdvBdwphLcvKuRk2BkZqvJ71FVd/Nc8wte1KHT09XTrsPhVq6zjwS/CKN1FS4t16N/YtxSq5cieL96wctXDjnCuPbtyFktqYak3NqLOjwkRm1/ZKVPKHmH7hWU5c8VLPEeH4DfbjiNzDuV3ePaPq2U6hh+C46rp24PeB0fgD3Hxqm8qUuDdebr3LPJ0+V/cnmlQByX4tYPHHLsvA3sckTn4+LSsoM1ElKElDCSSz09JOzr7W+3yqJ2fpKm5MFt9jiPJXHJVk+v7ej2llIlRED/OHNn7CW9HuRtehodxUp2rXzX8PyLbr+eH5RdelU4yr6SKy2EPSIGBXu+W2NZ4F+lzYz7aUxYck661hXxSogdIJKifhqpC4n8XsblKZmcIYPfbTc8fhM3Ji2vFtyRcIrySppaEg6QpWvsqOxvvU6X2X6FL07fnzvLC0qsNl8aUyHyXjmJZ3xjeMCGRyVRLTcJNxizEPOgb6VpaUS2SPnuvVk/jdet3K2dcd47xpfMvybGEtOlm3yWkNvtKbC1uKWsANhOwNHZUfQVF6dt+mvkSs77K9dC0dKq/aPHXZLxb+LLsnFrjFsecXB20rmynUoNsmIOg06jXvdRGgoEfCpDuHiDjN+Iu3cS26yvXOc5a1Xa43JD4S1b2urpbCk9JKis713FWp3Xf6K36ZkWqvx83XvkS7SlKgkUrU+UOSrPxJhNxyi+qe9ghpH9VGb8x15aiEobQn+0pSiAB99RNh3iuuczM7LYs54vv/AB2xkDxYstyuMliQzKc6SpLa/LJLSykHSVfoous6QeStlhaVWa9+Mm5DIsvsmK8T5HmUzFbi7DubkF9lphtpCUq8wLc11KIJ02navd+8VqHiq8TeTzPDcxlPGuJXW5WS+W5MpWSRrgzEXaiXEDoW2o9alHZT7vpVU7SktHXroHlafC/QuRXrEhsulrzEF0DqKOodQHz1UP8ABPKmf57Geay3im44KzHhtuR5k27xpgmq0BoBo7Sdd9moy4czQZZ4u8hVknGN6wPN1Y0HA/NvrcyPJhJkBtJS037qSVd9k77enfdabr3t1dvpZVS3ouS7Pt+S2NKrHyl44Ldxfm+T2F3C7xd4+MvxBd7lCWgtxY76ElDxBG1HqX0hCdk6J7CtiwDxN3LkfGc7ftXHd2RlWMOoQMZlS2Wn5iXGw4ypLhPQjrQd6V6ehqie8t5FpdRqMidmn23+ry3EudJ6VdKt6PyNeyq0+Ca9Wm+WvkZ2Fh91wm7N5RIbu9sut2FwUmX0IUspWkdKU+8Bob9PWvTy74rOROJ7jdVOcCXe6Y/FlCNGvDWQQ2xM2rpQUMna9qJGk6JqXcaUtWl61+SaefYyzlKiLkfn/wDyc4zjjj2Lz7nmN/b/AMyxWG82Hy4EdbgW6shCUoB7rPb0+dcLi/xJozyJksO9YpPw/LMfhifMsU2S0+VMqSooW280ShaSUKG/gR6VDdX2ELOu0mquNKuMWCUiTJZjlXp5rgTv/GqtWvx3uXnF7Ll8XijJ3MFlBpM/IutpLUNS1BPuNqIceQCdFaUgetbJ40OFcF5S4YyPIsjsDN3uljs0p+1y3HHEKjqLfV1AJUAe4B7g+lVm/pxcnw1LRW9JQ4ssQhaXEBSVBSSNgg7Br9VonBJJ4XwYk7P1LD/5Ka3utpx3JOPIyhLeipCvBOq81Xbxh83SON+Pb5aYFmyVdxm28lq82qCpcWL1K6D1vAjoVreu3xFaYGDPaMSOFh6s6sHCljzWHHiWBZnxpLim2pDTi0/aQhYJH6q5FVe8OS+McShXzIrTgOTYVJg21DtzvWSw3mfa0aKlEKW4oLO07OgPUVsVm8VS5N5tyrxgl3sGK3R9qPAv8mSwtK1OHTZcZSoraCiR3PzG67MTYcRYkoYSbrnS8s3fhn2F5bPK5bqyXOvz7E/0qHORPEHIxnKZGPYxh0/NrnBShdwEWWzFaihY2kFbqh1LI79I+Gq5LviRxxvi6NmSYs9wyJX1c1Z0NgzFzeop9nCd66uoHvvWhuuf+Vxt2M93J6eOmWuZT6GJSda/PDxJWL7aXQ2VpDihsIJ7kfPVeyqoY1nWTZr4tcTcyPBpuELZx2eGWpk1qQX0l1r3h5Z93XyNWvptGzS2bdUnm1fB8WtVfIjFwnhSUXysV60PNuLWlK0qUjsoA7Kf01G/K3NKePrnbrDaMenZhldxbW/Gs1vWhtXlIICnHHFkJQnZ1s+pqMPDpld9u+cc1Xifism0XsSoy/qF6U2451pjDpR5ifc97Q7+nerYeyTngyxnkkr4Z5paa1nroXWBJ4bxH2err4yy6X21rWhK0qWj7SQe4/TXsqvPh0vUe+8ncjypuF3TC8qdXFduUafdUTELBQegoCPdR2HoDW08h89yccyxzFcTw2555kUdhMmXGgPNsNRW1H3et1whIUdHSfWk9kxFi/Sjm6T1VaXrdV22Q8CX1HCPDu/NepLtKrX4jeY83tfBcq52TArxDfmQHVS5KpzLDtnWlfTtQ2SveiQUfAity4c5Ty/IrWVZbx7PxC2w7ciQLrLuTMoSNJG9Jb2oHXvd6mWx4kcB47apNrVXl4kvAmsNYmVO+KvKuHiTFX5UsISSogAdyT8KroPpDeAVPBoZ2fMKunp+qJ3rvX/2Go48efiP+oMXg4XCx3N1MXa5W1uXebRbHBGkQ3XQXGGZAUD5y0jpCAATvW64M8q4ujCKt0XMjT40zq9nkNP9PZXlLCtfp1XIqqnBGQ8QcN8aZhmON8cZPxpbY62hPZyG3vR5U9z0b8pDjiyslSukaI7qraMB8Vsu/wCb2zHst46u+CJvbimrNOmzY0puWsJK+hYaUS0spBISr5HvVq626tTO8t56Fg6VXjOfFpKsmVXW2Ylxzec6t1kfMe8XWDNjR24ziR1LQ2l1QU8pIPcJHr23us/lPijx604BimRWK2XHLJ2WAJsdltyEiTKX09SgrqIS2EgHqUToaqt2t5fL08yzydMmQPtqdLQcSXQOooBHUB89V7KqB4fs1yTOvGFnU/KcKmYDck4pBb+qZs1qUooEh3TgW0SnR2e3r2q39Wrqp8/yRfWa5fhP7ivW0+2+FeWtK+klJ6TvR+IqGeWPEZKwrLxh2H4NduSMvRFTOk262vtRm4jCiUpU686QlJUQdJ7k6NRj4TMzySPw3yjkUXDJk/JP6Y3R8Yt7a0h/zCtG2fOJ8vY2e/p2qsXvJtaJfdIl5UuLdejf2LaNPtv9XluJc6T0npIOj8jXsqt3gtulrutn5BeiYfdcIuqcmkJu1rut2TcFpllCFLKVp90J94dhv09ayeZeKS5Rs2u2NYBxpfeSX7I6lm8TLfIYixojhGy2FuqHmOAdylPpsU0pPVpP0XpnqOb5Mn6lVF8afOXIeJcWQn8VwC9CLPTDffvTdyYiuQFqfR/my2yeoqV9klPYdVTLwhyZnHILM1OYcXT+PExm2zHcnXWPN9r3vq15X2daHr86iL3nJLgQ3VPmSXAuUS6sefCktSmQoo8xlYWnqB0RsfEHtXKquFgaTwh4phjEAFnE+QYci5x4Sf8ARxbmxovFA9EpdQrqIH9pJPxqx9WWcVLn/h+pLybQpSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlARR4kbXcb1x+YUTjqHyfEdeAl2OTMTFcU2ASFsrUNBYV067jXcg1HnhLwjkDG77kk692e6YZhcthlNtxS93wXeTEfBPmLS936WynpAR1K9PhVmq8etRHqttcRLrJLkQYz4hrivxXq4mFmiyrSuyfWqLvEleY6ysK0pDyB2QCew+J2KnStNwTh/C+MpdzlYxjkGzy7m6XpsllBLz6ySSVLUSojZJ1vQ+VblRfpSevH56B/qb4ft99RSo75k4Ut3NVqgQLjkOTY83EeLyXcZu7lvdcJSR0rUjupPf0PxqL7f4EsZt0+NKRyRyq6thxLobezKStCiDvSk/Edu4qVm8w+wspUZ8y8WZNyU1bE45yRd+PlRSsvLtUONIMnq1oK85CtdOjrWvWpJQgNoSkEkJGtk7NfuoaTJTaIl4e4dy7je7TZWQ8rXvP2H2Q23FukGLHQwre+tJZQkk/Dv2qWqUqzdlUkisvinxm85FfbcWeFneRWGGv8zvVmv6bVcre4SeoBwlKgn0PZR/RWs5T4b+QeTvCG1huWvR7zlUa4ouUe33Sap1LrDb3W3EkSEgFR8v3C4BvfergUrPdW64+PrZa80/nIpJ4cOD7JjvLFqnL8Kz3G02ChxbeUf0kTNZac6CNJaDpUQrZAJHbdfvnXj/ADvKM+u7mN8My7XlD6iiFyDj+UogtED/AEa5TI0pzXxSUq3rW6uxSrvOr4fPlFUqvt+fLK+86Y3ktw4qxq13TjaHzHIaZR9axm56YEhMlKEjzo61aCSVdfcKSR21616/CRhuf4rCyV3K4twsVgmPtuWXHbxd/rSXb0BOnErkfEFXonatD41YalSnTk+ZDVqK5EcYnlfIFy5Wymz3vD41rwuE22q031uaHHJyiPfCm/VOvv1+utcxvA77C8V2ZZY/b1N4/Ox6BCjTStBDjzbjpWnp31DQUnuRrvU1UqqVNPlfqWedrn9qf2IY8VvHmQcgcVpYxSIzPvtsusK8R4LzgaTKMd5Lha6/RJUAQCfjUc4pB5e5J8RuF5xleAtYXjFttNwhpgquDUqUy655JCnVIPTpXSQkJ3rpOz3q1tKrGCi2/H0r2DzVfNbKu4NxHllp8MHKuLy7Otq/XibfnYMMutkvpkLcLJCgrpHUFD1I1vvqv3ztht6tfhewea3CdVeMGcs95kwWtKWoRQkPoGtgkILnp8qs/X4eZRIaW06hLjawUqQobBB9QRVm2v069X/jp+5a7ef+7/lr+xjcdyKBluOQLza5Lcy3T46ZDD7atpWhSdg/8ahTwY/9HOTf+116/wDptdSzgPHNi4ysTtmx2KqDa1SHZKY3mKUhpTiupSUAn3U7J0kdhvtUe8beFPF+K+Qrhl1kv2Vl6c/Jku2mVeXHLaHH19bikx9BIO/Q+oq2W+2tGvumZtXBLin9mvuQP4uOG75yFmtylW/gmRe76pkM2nOscyVFtkx/c90vpPST0q36dXYeorh8n+GjmHIPCnxfbrlKbzPkbDr1GvEqM5LAVLbbcKgyHlgBSwnpHUrW+/er20rNRqNdqfk77i7du32rzVHXtk3EnNvK/PV3z2+cfIx63TcBudkhwWrizIdZeW2Q228rqA61qJ+yCkADZrnRPDjyK3acaZVjTocicRzMceT7Qz7lwWkBLH2/U/3h7v31fulWaVbq7fXe/wDJk7zy7Gn5bv8A4o60YnhU5Ub4m5CtCsSeFxueA2SzxGPaWNuy2Hgp5oHr0Ckd9nQ+RNSBk/h75cl37mWTi7DuP3C94fardabn7UhvzJDOvOaSpKipB6dp6tAd+xq91KiS3nfzj+SqySXJ37f+KOrWy+EDOX894dyS28JDDZFjvDC8guUnIBOmzekDrkKBcKQjYJ0Nq2fSrWcJcTZXi3i/5tzC62hcXHL+1BTbZ6nW1JkFDaQvSQoqGiD6gVZ6laKTXr61fsZuCd+H/Ftr3IE8bPHUPPPDjlIXJZtk6ytfXdvnLIQI8mP/AFiFb+G+nX660D6PrGr3lOL37mnMmA3ledutuISAdMwWUhDKU77gK0Vff2NTRzN4c8W54k2k5XKvTtugdXVaYdycjwpgJSdSGk9nACka36d6ke2WuJZrdGgQY7cSFGbSyyw0npQ2hI0EgfAAVWHV3nz9Ob8cl3I0n1t1cviXhqQq74h7kz4sInEybLEmWiVZV3MXaJK8x6O4hWih5HogHtr4mp1rTcH4ewzje43W4Y1jkG03C6vKkTpbKNvSFqUVEqWolWtknW9fdW5UX6Unrx8/iI1k3wIm8TXGN35U4udt2POR0X+DNi3WAiWSGXXo7qXEtrI9Eq6db++ovEblnxA5fhbGWcdN8cY/jN1bu0uVJujUx2c60khCGEtj3UFR2Sog6+FWppUJU/G/Hn6Il5qvDwKK8eci8m4/yXznYcH4sdyxmblkjpv7t2YjRIjymWx0utq24oDsfdHxqVbt4a73E8F0jiu3TI0rIxbdB5wlDDknzPNUPmElWwPuqaMH4ys3H9wyaZahID2Q3Jd1m+c51jz1JSk9PbsnSR2rbahKoKPGoq+5CVSm5cLfqQ1wnyRyJkcWZb8v4nm4Uq2Q0hiU7do8pqe4ka6Wwg7TvWwVfOoFhZZzYvxRDkNzw9Xpm2O2FOOqaN/gEo/zrzTI31d0hP8AZ1urv0q9tS3vmf8AkiPVi4rR/t+CnnJfCWbZDdec5EOwOPIyObYXbb/XND2hLAR52tq7dOj663rtutyxuxZtxdn3OOXw8Lk5GbpItztot8eYyyueG4qW3AlSjpGlb+1r07VZGlVWSaXKvb8ESSk03wdlOfCfcOWcZ5IzdjKOGLpjtnzDIpN8N2evEN1EBK2khLa0IUVLO0a2P71frO8z5hXzrMu0jgS85hjdhcLWOiPfIMdgr1pUtaFqJKz6J2B0j4bO6uJSrN20+Sr0peReT3nJviVA8U3BF453iccZ1N43YyiTZmXxcsCuNz8hxSX0p2EPtkJ8xCkDXfpPevf4buIbdj1mzxy1eH2Tw3dJltMRtci9ouBuAUlfuDTigjpOvXW+qrcUqtKpR4O/C/nEhOmm9VXoRP4V8Lu+A+HjBMcyGCYF4t9sbYlRFqSstrHqCUkg/qNcvxN/6vXIn/Ucv/lKqTaibnTw22DxAsw2L/f8ptUWO04yqNYLw5CakoXrqDyEghwdvj8zUY9429/uLwluyUnwzMxwm+mLwdhTq1oQlFjiK6nFdKR/Up9T8K1Hwuc/3Pnu05dIuljj2h2xX2RaEOwpHnxpSW9acQv4+ujrtsGpClcW43c+N28EuMH6yxoQkQFxJDiv6xlKQkBSkkH0A9NVlMSw+yYHYY1lx21RbNaoyelmJDaDbaP1D4/f6mtZSUsSUuD089fnMwjFqEY8tfIzNRj4kcUuubcLZNZbJDVOuctlKWY6VJSVnrSfVRA9AfjUnUqcObw5qa1Ts3hN4clNcDReRMAd5B4dvOIqdER+5WpULzFdwhZb6e+vhuqrcecBxLBkOPW+8eGtPtkSQy2/ksLIAqMlSVDchLanOsga6unVXjpXds+34uzxlGOks9Ws/Br1N8LaJ4WG8Jad7+z9ymvMnh2dRy/kWVS+J2eWLXe/KcaDN2MKVCcSgJUkhSkpUg6BHx9a2mXxJcoPDuIS8H49Ril2x++Jvn9EZU9LpdI60rR53UpIUoK2DvW6tDSrvpLGcIQf9NcXWXCrr0s0ltmJJJSzrvzyrS605UVuxOz8lZn4hcdznJsTaxixR7LLhIhiWiQ/HWpbah5qknRKtHQSCAB3PerIbrG5LYm8nsFwtL0mVDamMLYU/CeLLzYUNbQsd0qHwI9KhH8DPH/y95H/AHqkVR4mFtNfUe5uqkkm8s3z7Sl4eNnOW7WVJX9zlcr2bNcS5ftOf4ljCcyYXa12iZbES0Rnm9udaHUqX2I9QR61wuHbDyFiN35VyrJcdZfu12dZmwbbbpCeh7oY0GUrUftAgJKlADZ+VTFgWFR+PsYi2SLcLnc2I/URJu8tUmQrZ37ziu5rYqq9q3YPCik1VXnbV3zIeNlu0uGfNLQqrxhkPKMXm7Ib9dOHbnbLZkqojC33LvEWISW0lKlqCVbUO+9AbrZchtnIHEnLWT5Ri+HjO7LkyI6nozE9uLKivtp6P/Oe6UEaPrvdWFpVpbapT3lhpKqazppVXG+C0ZLx05N7ipqqz4eN8CLM9xzJeWOBL5Z5tuj2PJLtAcbTBMjzW2V7JQlTgHfsE7IHYk1wuI8szzIbe7j+T4DLwow4CWG7v9YMSW3XAnp22hPcf3h1CpgpXN9ZPDlhOKpu+OXdn72ZfU6u7XG12XX44laB4WeTfPC/wk8vKOrq6Pqe261v0/0NZ/xU8c5FnuE4Rb7DDcvEy3ZZaLhKPWhBDDLwU66dkDsO+h3+QqeKVhGTi01wafkZJ7rvvXmQ/wCKrhyVzrwhe8Sg+zme8WZDDMtSksvracSvynCnuEr6SkkdxvdV14B4Es1g5VsD8rwoOYNNgLLgyxvJkyo7DoQR1oa80qIVsgbT8avVSqRW5JyXErLrR3TrszjwjjEOScyn3Tw7tc2Qr7dnrpDu8HIfYJLCXT1KZebW4lJ6Vb0U+oPepkynjLJsIsHEGXcccbpacxNl9t/AlXFCXmWpCPfbbfWSgrQr4k6PerX0olUVHlXoTLrScnxv1Ky8IYnybO8RuV8gZ1jcXHoN3x6LDhxYspL5jlt5avKcUPtOaVskDp76BOqs1Ws8jYHF5KxCdj0y5XW0R5YAVMsk1USU3og+46nun0+FQT+ANi/5zOWv31k1N5KNZIis3K83+KGa2jlDivn7IsvwrBmc9tWW26JEdH1i3DXbpDHWErc6wepohffp2rY9KcEWPkrhXiPPp15w/wDpLmEvJpt0Zs9qltMpmJdUghTbjh0lPr9rR7elWExHGWcNxi2WOPLmz2IDCY6JNykF+Q6EjXU44e6lH4k+tZioSUE4xfZ4XYfWpvv8aoqF4WLxyxYuRMyj5TwtdcatGV35+8m7P3iG8iElTSEhtSEKKlnaPUfOsjbYvLPh2zbM4mN8bJ5IxjJr27eos2Hdmob0Jx4DzEPpdHdIUOxTs6+FWspU6VXBV4ZfhEvO74u/HP8ALIY8Q2BZTy14fZtogxIkfLHERpiYK3yWC+04h0teZr0JSR1arJcI8i51mzc6NmfGE3j5UJDaWXpN0jzETD3CigNHaQND7XzqVa8HvUJJNtcSKyS5Fd8iA5H8YmKMW4+bEwK1y5dykI7pRIlJDbLBP97pC1kfID51YmtXwXjew8cRbgzY4hYVcJbk6W+64px2Q8s7Uta1bJ+Q+QAAraKlZRS+Z5kvOTfyhSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKA/BdQFhHUnrI2E776op1CFJSpSUqV6Anuf0VWnxGZMOMOcePsxKgEOWm72sIUrSXXi0l5lB/StrQ/TWnYXnF85a5q4/j5MhiPlGKWm9uXmNFBS2iQC0whQTs6Cku9Q38DVU21a7fS/x6h5a9nr+5cP22OOj+ub9/7Pvj3v0VpnMmXZNh2Dy5+G2GNlGRoU2I9qkzExkupKwFHrV8gSf1VUTw3eErGOaPDtZ79erte/6VrckG13lM90GzlEhYR7O0lSUdtd+oEnZ2akLx4cO4bfOCrpk1+hIueXY5bUpt10dkONutqC07V0JWEkk9+4NWmt1pPmUhNSjvrkWfcvP1fj4uNxQiK4iP5zzXmAhKgnakg/H4itd4k5VtfLuCWjJ7ekxGbk2XG4zziS6kAkd9forW+QOLcQ5q4YjWnKrW1f7cxCRJbY89xAS8ln3VbbUDsb9N1BXgM8OfElv4zwnPLZj8NObNMupXcG5zynEubUhYLZcKQdbBHT2qtv6kovRBO4RktWXJclMsrShx1CFK+ylSgCf0V+1OoQUhS0pKjoAnW66y7hhPIHiG5E5EuT2K4rk1ztV9lQIUi95hNt0yzobPS15UdlPSgaAUFHfV61LnMGH5bMw3w04vml8fjZI7kDcK6XGyzCVrHsjwV0PFIO1J7dWge+/Wphc4xa416/gnEksPevRX6F1mpLT+/LdQ5o6PQoHVe2oY4o8LuM8J59Pv2HS59rtVwgiPLsTklyQw9IC+r2oqcWpQc1tJ12NSjHyqyzL/KsbF2gvXqK2l5+3NyEKkNIPopTYPUAfgSKtyJ5mReksxgC66hoH0K1AV+0rSpAUFApPfYPaqS+KpiHzLzPKwi3YJbMzuuPWlmZNOUZLJtVujocUpSChDJ2tz12ojQAA+FaJgef5E14Lhb5eQqtcZzNhjkm6W64qkCBb1zAhYalK94pSk9KVnuAazjLeWWvDzUfdl5Ldav5lfsXGzLmF3HOZePsKixY0yPkqJ6n5Pmnrj+ztpWnQHY76tHfyrauR8xTg2D369oDLsm3QXpbcd5zpDhQgqAPx0dVUCPxLxRxD4zOI7dx/Hjxr0/Cur90bbuDsp1aTHT5a3OtatFR6u41utTveC8a8o8Kcocm8qzhc8tiT7rFjqn3N5lNsLS1oYYaZSsAEgJOuklRP31XFbWC3F5035OshDPESfNLzV5l5+Kcxe5D41xjJpEdER+725iathtRUlsuICikE9yButrqM/DN/q98c/8AUMP/AJKa36+JKrNOSJYgEsLAlKIAZ90+/s/L1rbE6rlXAywnvRi3xOQmWwt0tJebLo9UBQ6v8K/YdQpakBaStPqkHuKoNxxgVm4Bz/ELnnGNKu18ud0RCjckWLI3pBnuuqIbEqMtfYL33CQpI18KmbB8ggWPxfczrudwYgsoslpfJkuhCQ2Eu9S+59B8TUcL7/T/ACWzzy5erosj7Uzrfmo1sjfUPUeorwmWwspCXm1FQ2nSgdj5iuuW3x4fJ/HfG8aPdZH1Ne+VLqhUqC8UKeirMnqSlY7gLQSNjvpXasLx3gMXCr7x/e4M+5KlJzm+Y9FQ7McW3GtrTcjojJSVaKdpB2dnfxqkpKKt9i893/yXqXq7p/Ot/wCL9DszE2OQT57egOonrHYfP9FftchppsOLcQhs9+tSgB/jXVdw/wALWvMLRw+/crnd3v6TY7e3b02me6hM1iM6AxHISodLaTo+7onR2e5re2sgb5D4E4K48fxsZ1kl1s8mY1FvN+fttvLLK/LJfcaPU4QOkJT313NaNNWuKde/4DW7NxfC/SjsWTIaW15qXEKb1vrCgR/jXgS2S4lsPNlahsJ6hsj5gV15cFyLvYuIfE7ikpFttsGyW532W02S7u3OHAUqEsrQ08573qNlJ9DupR4b8IGNZLxnxhnCb3fY+etwrbczkS57rjpR5aFqi+X1BsMke50hPp8zRdbrLTL1v2ohpqN8ba8q/Jb5DqHOroWlXSdHpO9H5V6ZFwjRYb8p15CI7CVLccKh0oCRs7P3VVLKs1b8LnL3JUiUoiyZVaDf7Wzvsu5NAMuMoH95zqZIA9STXKyPBbnxP4DcsiKccVkkmySrldJCTta5Mjbkg7+4LUP0JFYym1hvEXBeueXhXtzJS66g+L9Ms/VevIlzg3km9ct226ZO9AZt2KSpJRYQQfaJMdBKTIX8AFkbSP7oB+NSUqWwl4NF5sOn0QVDqP6q1vjKPAh8a4wxbOhFubtcZMco+z5flJ6dfq1VI8s4+tHEmWXTkbkGx/0+t310ZcbPLHkjyZ9uaW+OhtUXzAgoQSlGkb2N7FbyW7ifT8Pt5szi3KG/xZ2DUrE3LJrTj9iN3ulyjWu1IQlapk55LLaAda6lKIA3sDvWRjyGpjDb7DiHmXEhaHG1bSoHuCCPUVUlOz216XpjEc6debbJ9OtQG691UM5QxZ3lDlrkdmXgsrkpLUpFuts368EJqzr8hJUktFY2ApXUVAHfcfCu7Y9mW0zcZSpJXw5pcWlx5nZs+CsZvedJfOLRcTkW65bExr2jBLfabzdvNSPJustTDHl/2j1oSo7Hy1WF8PfKE7mLim05VcoDFsmy1vodjRllbaC28tvsT3O+jf66/PBfHMfhzh6w42v2dmRGjAyltOqUhb6htagVHfc//wDKjHwtXmTaPCCJlrSmTdIjF1fjsA7KnEvvlA195AroeFh/QxVBXuyilLS097tqskXWHGeC91Z7ySfY1LXyRZT2pnzvK85Hmf3OodX+FR+vlB9vnE4KuIymELH9bGapZCwrzg30a9NaO91VqVx3hKfDUjlVu/S18kKhJnIyH6zdMlU4kH2fy+vp11+55fT6dq3DI8Jt3K/iSscLMHpDUR3CW35kFqSqOmSvzhtDhSQopBO9A/CuiOw4UJS3pNpbyeXFK8s8/TtLrAw1bbdU+GdprhfaW3Q6hxHWlSVI1vqB2K/LUpl9SktuocUPUJUDqqh4tlFo4t4w5niRVz7rgtnuohWlqNNUFJ8xtAcYafJJSlLitb3271pXHlgu3GXiB47S1j9hw1q+PPJkRrNkUie9MaLRUC+252GiB7w+NUj0bv79S0VrJZ9Xe52nXKyv8r1Zu9L8a8SwXIHMGfYDy3i1nlY7ZHMNyG7N2uLcETXDMBLSlkqa6ekd0qHqfhU6VXzxNyWRnPCQLqAUZg2VDqHb/N3vWrAtrS4gKQoKSR2IOwa48eMfoYM1Gm077aZnjxSjhySq192j9V6hKZLvleajzP7nUN/4V4lKCYzxLoZAQT5p9EdvX9VUoteG2rhrJ7VkebWU5E/IuqG2M+s19dceWXXNNh6OV66SVBJCNjVRsuzraN5N0+C5+bX55IphYSxIt3mtFzLT5xypbcHyHFbPKbU/IyCeYDSkLSAyoNqWVL38NJP+Nbk1IafR1tuJcR/eSoEVUjxP8G8d3Llvja73eyMF3IL97NdJLsl1AkI9nc6Un3wE90p+zo9q2PnqwQ+BvDjcLfxlEaskWRPYadUiY4ENpddSh1RdJUpA0dFQ9PWun+VwcTDwVhye/N1msta1vh3G7wMOf044bdy5rLV9vYWTaktPkht1DhT2PSoHVeFS2EAdTzadnpG1D1+VU94T4ZzrEeTMfvVssGM4tYlFZuv1Pksmebi2pB0pTbqdFQOlBQIrGYrxNhWb2rl2/wCaXKUs23IbmIYcuTjLVuKVFQdbQlQHWVHezv4Cry2HCjJ/6lpJPJW83VUnXqS9mgpVv2stFet9vYXa9a81R7kDP80hcIcTTUZRyVZblLtyjJdwnFmrw5I0EdKpAcB8s67j57PyrJcBch5LMxvkWXes15MnJhWZbzUjO8SZtDUVQSr32S2NuKGhsH00K8jFj9KU4v8Apv0OKUXGSjz/ADRcZdyiNrKFSmUrHqkuAGq/+KXm/kvgtiPkVhxfHb1hLaozM2VOuDrUxDrr4a020lBSpI6knZUPjVP+OvDEebDgDs/ildvuAlxbpec8uWUGSi7sb61hLKXCoKWNdtJ6fn2q2Hj8MaF4ZLlEQtDYbn2tKGiruEiYzr7/AEpGNThvf3Jeq/Iw0pzUeDLKtudTSVq0NjZr8tS2ZAUWnUO69ehQOqrx4x8iei8dYlbW70/Y7Bfcig2q9XeE/wCUuPDcUevTg+x1EJQVfDqrRmeMMM8P3iL4tg8WPPW05CuY1e7KxcXZTMmKlhSxJcStaulQcCQF9t9Wqz1fjXjV+WZlpFPjV/bzyJ34N5ee5Vx+83CfFjWtyDe5tpbbbdJDiWHSgK7/ABOt6FSY682wjrcWltP95RAFdeGH8JceZbxRytmGbXeYidbL/eV255V1cjt2laHllLjKEKSOsq77UCSSK2fkfKJnIvEvCeDXzFv6Y5pkdnM9UK8Xp61wVBtpPWuSto9ayeoEJG+5Jqu91Vz6vqr+zZeVKbXC5ej/AHRd+ZIectr7tuDMmSG1FlK16bUvXYEjehuoI4D5v5DzLlfNMC5Exqw2G64/BhTUrsM52U26mQXNAqWlOtBHy+NRd4AZF1x/M+WcOmtWu122yyYi49ost3ducKCpbR60NvO+96pBKT6HdbzxnNjq8cnMRD7RCsfsgSQsdz/X9hXRGK3u+NkRe/Cb4x/8kizdeFKCQSSAB8TXmor8S+I3HPOI7rYbRkTON3CatpDUiRILCH9LClMFxJCkhwJKdp76JrCTpWSlbJOalsPJUpt5txKfUpUCBWiY7zPZsj5NynDGR5UrH2Izz0px1Plu+cFFIT3+AT3/AE1X/wANdkwrBuR71xw/x+9g2SXOzqlyIsG+u3K2XGOF9DjqFKWVIV1L13CSQfjWgYB4OeC5Pii5Pxi5YfCFutsG2ybdBduMlBbK0r8xaT5oUoEgepIFXS6y5NWZSbS7bRfxchtpvzFuJQ369SiAP8a8CQ0Wy4HEFvW+sKGtfpqjvi+hZHkfMeB8X2azWa74kqwuyW7Jfr7ItcOa4haWwkutArdKEaIQT8Se9cW3ca8g8WeF7naFkka0WLHnbM87ZrRZb2/c24GmFBwJceSFJSSAQnZ0d1S+q599eDo04qL7L8S9iZTK3PLDqC5rfQFDev0VFnKPLF14qzzFVXOEw7gd6eTbH7ijYdgzVn+pLnw8pf2d/BRHzqrV64pxXi3HuFM2xm83KRyjd7tamnpzt1dkSLmw8kGQ0tvr6fLSgk9kgJ6RVkPGfHjSPDByAZeh5VuLzKidFLyVJU0Qfn1hOqnE/wBNOT/pdPwq68H5kYb+pVf1K14/48ibAQoAjvuvNYXDHZL2I2RyYD7WuEyp7q9esoHV/wAd1mqvJbraIi96KlzFKUqpYUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoDU884sxXkxVlOT2Zm7mzTU3GB5yljyZCQQlY6SN6BPY7H3V67bxNiVnzy9ZnDsrMfJ7zHRFn3BKl9b7SdBKSN9I+yO4APatwpUUHnqYHCMGsfHWORrDjkBFstEYrLUZC1KCCpRUruok9ySfWtF5a8K/FnOt5jXXOsTZyCdHYEZp12VIa6W+oq6dNuJB7knuKlilS882F1VSNG4p4TwrhCwybLhFjbsVrkvmS7HQ+68FOFISVbcUo+iQNb12rX7D4VOKMX5FTnVowyHbMpS4twTorrrYClghR8oL8vZBP9n41LNKlu3vPUisq4EQ8l+EjiLl++qvWW4PBul1UAFzEOOx3HNdh1lpaert8VbrbFcQYiqDicRVmbMfFXUP2ZBdcPsi0oKEqB6tq0lRHvb9a3KlQurkhJKX6sxWnWviLDrNyHc86hWGLHy25sJjS7qjq811tOtJPfQ9B6DZ0N1uNKcbJ4URnyV4auMuYL9BvWYYfAvl1hJCGZT3WhfSDsJV0KHWn7lbFZC38FYDa8IumHxcVt7WL3Nxx2VavLJYcUs7Uekn3e/f3da+Gq3ylRSquA42Rfgnhl4w4zlWqTjGHwbPJta3XIshlThcQp1IS4SpSiV7SAPeJ18NV6bp4WOJ73mszLp2DWuRkMxCkPzFJV/WbGiooCunr1/b11ffUrUqXnqFloQJmPJeY8NzomJYPwRfcvxq3RGmos+23aIyylIToNhLy+v3QNbNcjjvmPPeRciTYsq4JvuHWWSy4H7lc7pCksAdP2FIbWVHq9PSpzpRf7sw/wDbkRBhnhG4f4/ywZLYMDtlvvSV+Y3JBcc8pXzbQtRSg/ekCsryN4ceNOW8gt98y/EIF8usABLEp8KCgkHYSrpUAtP3K2KkqlOXYOfaaHC4NwW3MWliLjsaMxabku7wWmlrSliUoEKcSArXopXb7Pf0r8t8E4KymAlGPsgQblIu8b+td/q5bwUHXR73cq61dj279gK36lQ0nk/nykFlp8+W/M0Cw8E4JjEexM2vH2YjVjiyIduSl50+zsvqCnkDajvqIB77I+Gqw2SeFbinLsOseLXjDIU6x2QEW6Mtx0KjAnZCXAsL0Se4KtGpYpUvPUm3dkd494fOO8Sst+tFmxSDa7bfYwiXGLE6m0SGggo0QD2PSojY0TvZO63PH7BAxaxW+z2qOmJbbfHbixo6VEhtpCQlCQSSToADuayNKZkFW8ywHLvEnzDjSMqwUYpg2EXdy4szJ8pp+Rd3kbSyWktk+W0eyz1dzoDVWVvVlh5BZZtqnMpkQZjC47zSh2WhSSlQP6jXPpUUt3c4E31t5f4Ik8PeH5Xxtj87Cb+ludZLI75Fiuwd6nJEI7KG3U/BTY9zfxAFcZPg94ZTmpyz/J/ajfS97QX1eYW/M3vr8kq8ve+++n171MlKtbtS48ytUmuBB/it4yzDmbj1zA8ciWEWi9JMe6XC8KWVw2wQUrZbSPfXsdtka7etSbx3hrHHmCY/jEZ9yUxZ4LMFDzx2twNoCeo/edVsdKhZJpcQ82nyFUgy7hC6jkfM52U8LL5LfvFzVJgXq3XdMNDMfpCWm3EdaCCkDuRvdXfpXbsu1T2WTlBaquK7dU0zqwceWBe7x7/tRAnG3hzj3ThC1YhyfEF8LEpyW3DVNdWIiSoltoOhSVKCEnWzW4ca+HLjriG6P3HEcaas0x5osOOIkPObQTsjS1keo+VSXSoxNsx8TeW+0pZtJuvIo8bEknHedPOuHkRfH8M3F8TMP6Ts4ZbkXrzPOD3SroC976g3voCt99hO91z+R+BMB5alxZeWY3Gu8qMjy2n1rW2tKd76epCkkjfwqQaVn/MY28pb7taZvLuI+tib29vO+81WPxdicXCnMQasEFvGnGy0u2hoeUpJ9dj4n479d991rWI+GnjPBJsCbYsSh2+ZBfMiPJQtxTqFlJSfeUokjRPukkfdUn0qFj4ytKbz1zefeR9SaTjbpkP5h4SuJ89yOZfb9iLVwu0tzzXpK5chJUrWt6S4AP1CuPkWU37hZFsxbBuIrtk2PRIiAzIt9xYbbZ7keX/XL6yQADvv61NFK0jtWI6jitzitE269GaLHk6WJ1kuDb/JDeF8vZxl2RRrVe+Gr1jlskBSXrjMuMR1poaP2kIUVHfp2HxrI2TwwcW49lH9IYGGW9i7BzzUvErWlC9/aS2pRQk/oA1Up0pLaGneCtxPWm8++2yJYrz3OqnwTZrmd8eY5yZYl2bJ7RHvFuUoL8iQD7qh6KSRopP3gg1jcU4awzC8Nk4paLDHYx6Spanre6pb7bhV9rfmFR76rdaVisXEUdxSda1eVmanNJRvJEV4V4YuMuPMpayLHcWZtl4aCw3IbkvqCeoEK0lSynuCR6VG3FvhPxe4ZNmOSZzhjMi9SMklyoT8t5S0uRyrbavLSvoI9eyhv51Z2ldMdt2iO89921V27q7o2/mMWmt559vK8u7M/DLLcdlDTSEttoASlCRoJA9ABWp8vWO95NxflNpxt6PHv023Px4TkpPU0l1SCE9QIPbZ+VbfSvPlHfTT4mEXutSXA6zrZ4Vr9PstosGP+H6Vx7m8HyEHkE5P/UNrQoFx5DbbhKirStJKB667VcrkTwg8U8y3KLds9xRnJr01GbiqmPS5DRWlA7e624lPrs+lTPSrPPXv+cvAolTtEd414fOPMR46k4HbcWhoxCQpanbTIUuQ0sqO1E+YpR9e/r2+Fenizw48a8KSZUnCsRg2KVJGnZLZW66R69PW4pSgn/ZB191SVSnGxSqiGp3g74ZuWaryyVx/a37848ZC5C/MKFuE7KlNdXlqO++ymtn5T4HwHmq2woGa4zDvsaCrrih0qbUye2+laFJUAdDYB0dCt+pUUqS4Ited8SPMU8P/AB5g8K9Q8fxaFZ4t5jIiT2YnWhL7aUlKQQD2Oie40Tvua0GweAngXFL9Cvdq49jxLrCeRIjyE3CWpSHEHaTpTxB0R6EEVYGlTx3uJWlVcCud78R/K9svM6HD8NuUXSKw+tpqa1e7ehD6AogOBKnNgEDej371smKS5niPxO82XlHh6Zils60BMC+TI8oSu2+tJZUekpPx2D8qmilRSqnmS3nayI54p8PHHPCHtKsIxSFYXZI6Xn2yt11afXpLjilK1929VxeU/DJxhzXdI1yzTEId6uMZIQ3LLjrLoSO4BW2pJUB8iTUoUqXnV8BpdGg55wTgPKGLQcdyrGId6tMFCW4rMjq62AEhI6HAQtPYAbCu/wAajbOPDBjOA+HLkvEOLcVECTf7XIQILMpxwyHy0UJHU84dfL1Aqw9Khq01z1CyquBBPh98JvG/DVqsl3tOEQ7RlYt7KJUtxxx91t0tpDnSVrUEe9vfRoVkeZ+PMh5eyzG8aeabi8exXkXW7yPMBcnONL2zECPgjqAWon16QKmWlXk96W8+dlIx3Y7q5UflCQ2kJSNADQA+FfqlKqXFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpXqQpRdWPgNaoD20qPuVeccT4etwk5DcUMvLB8qG17zzv6E/L7z2qr1++kkSiWpNnxEuxwdBcuR0qP6kg17exdC7f0hHf2fCbjz0XqfR9Hfw70p0pD6my4Lceei83qXipVM8M+kbs0+W2zkeOv2xtRAMiK55qU/eQdGrW4bnNlz+ys3Ww3Bm4wnR2caVvR+RHqD9xrLbeitt6Or+Zw3Fc+HmjDpHoTpDomv5zCcU+Oq81kZ+leKE6FeSeGeaVo/FHL+P8y2a5XTHTJMW33F+1ve1NeWrzmiAvQ2djZ7Gt4os0nzIsUpShIpSlAKUrgXy8x8ess+6S+oRYTDkl3oG1dCElR0PidCobSVslJt0jn0rVuMeRrRy1gdmy6wl82i7MJkRjJb8tzoPp1J2dGtpqzVZMgUqA+VfGXivEOUXOyXjE87mqt6EuPXC1Y29JhdJQFbDyfdIAPf5aNYbj/wAeuD8mXOyxLJiXILrF3dQ1GuLmMPphkKOgsvd0hH+1vVQutoHlqWVpSlAKUpQClKUApX5UoISSfQDdVfP0hvHz1wuUaBivIV5Tb5bsJ+VasXekxw62opWA4gkHRBqLV0TTqy0VKj/h7nTD+dbHJueJ3BcgRHjHmQ5TKmJMV3W+h1pQCkmpAqzTWpVNPQUpSoJFKV4oDzStP465SsnKDd9XZDIKbNc3rTK9oa6P69ogK6e52nv2NbhUJ2k1xHYKUpUgUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBUfc0coQ+IsCvGRStLWwgJjsk6811XZKf8AH/gDUg1ST6R++vNW3F7QlRDLzy5CwD2JSnQ/769robY49IbfhbPPRvPuWZ9F/D/R8elOk8HZZ/pbz7lmymec5xd+RMkl3u9y1y5slZUSo9kj4JSPgB8qmTiXwu23kLjJOZXbMouNQfalxj7UgdII1r3iR67qvlW54qlYTl/heawjIMzh4zNkXVUgeaOtYSCNbHw38zX7l0xiYuxbNhx2VuC3knuq6jxypn9JdP4uN0fseFHYm4Leinux3mo53SpkPc0cP47xpBt79kzi35YuS4pDjcMp20AN7OifWvz4eedLrwpmsaU0+45ZZC0tzoZV7qkE/aA/vD1rn8++G64cKNW65M3Jm+4/ce0e4MjXfW9Ed/UdwQahqujZYYHSWwbk8T6sZWrap+XBo6tiw9m6X6M+niYv14TtNtJPy4NHdxZrtHvlqi3CIsOxpLaXW1pPYpI2DXNV9k/oqEPBpfX794f8dXIWVrjhyMFH+6lRA/4VN6vsn9FfzrtmB/LY+Jgf2tryP5Q27Zv5Pa8XZr/RJryZVj6PP/oxzj/22u3/ADE1LniEyjM8W48dfwSHCevj0hpj2y5OJRGgNKUA5Jc6lJ2EJ2db71V/gLK+W/Dxa8tx13gPKclbl5JPubFwgTYSGnGnVgp0Fug+g3+uts55tnJHiO4esc9HGtxsr9nyJqXccHvM1kLvMNsAlPW2oo0SrYSo9yjv2rgVvCh2KF+ST7e84IKpST5y920aLJ57yXh7lLBIg8Qdl5fYyK7tW2fYGYMZCoqHNjzGXI5OulWuyz6VYDjvkbIr14r+UsSm3JT+PWi2W5+DCLaAGVupUXD1AdR3oepNQDn2A8hciI48dxngqPxxjlhyWFPmwPMiic8lK9EoQ0egNpBKiSrZ12FSZl9l5F4b8TGR8g43gUnkLHcrtcWG/HtkxpiVCfZJAUoOkJKCD3IO60zuLfOX/aq9TN2265R/7nfoeqRzNmKM+8T1vF6WIeI2mLJsjXkt/wCaOKhrcUoHp2ragD726j22ZH4hLz4YrVzYeT4cGTFsiLsMZFnacjTWkoCiX3uywtY2fcCQCdVnMJ4p5RnXnxM3nJ8YECbmVpYTao0V9DqHFCI4gMhextSSpKSSACd67VINj4zyeL4BIeDO2h5GWIw5NuVaypPmCR5AT5e99O99vXVMS4YEpx/UlGu+pX9rN3UsZLg2/Ko/uYrOufs0z2TxPhnH78XHshzm1qvMy8SmPaBbIiG0qWUNkgKWVK0nfbt3rkN2rmTj9jMcczG+jkbDpWNzJEfKFw2oUmJJS2rbLrbZ0pKh3BA7a71r1x4b5Awu38J8iYxYk3fJsQsX1ReMYdfQy7JjuNJC0trPu+YhSewJ0fnW0RLtzPzDOv065YrI49w5uwTIjWOz3mJE65zHGylClFGw2hPw0ruT3pipVNR/3fevSqriZ4Epf6bn/t+13434ED8CWLm9jwb47mth5HiYvAsVmXJt+ON2luQ1NYaClAyHlnqBWAeyNa2KuzwXyG5yzw9h+YvMCM9erYxNWyn0QpaASB926inh/jbJse8DUDC7jaXouUN4w9CVbVqSVh4tKARsHW9kfGt68KmJ3fBfDnx3j9+hOW2826yxo0uI4QVNOJQApJIJHY/I1s66/eq9b+xR3cX3/ajYObwP8j2bdv8A9TS/+Uqq4cR8wtcC/Rw4hmq46JT0DH44jMOK6UOPr0hsKPwHUobPyqzXK9pl33jHK7bAYVJnS7XJYYZSQCtam1BKRv5k1XnHfDVec78Adg4rv0YWTI27NHQY8wBaWZTRC0JcAJBHUkA6PpWDtYeJWvV/+1myrfhvaZ/YjK88651xphQ5JleIbCMynMNNzLjgLCoSWfKOi41GcQ4XS4Ek66t7I9KkbkvljkfMPEBxzivHWQx7HZMpxV26PvzIqXxFHUCHkp7FSwn3QkqCdq2QdVHzHGd8nWmLjMXwiYdbsqQlth7JbjGgOWcEaC3UhI81XbZCdD9NTe/xfkETxX8fZAxaEJxy1YhJtkiZDQlqMy+VpKW0o3sDQ7ADQFTKnKK4W/LdfjV1qZW1F86+68NLNf4vzrkrjXxA3rivM8pTyMw5jasitd1XAbhyQpLnlqYWhv3SCfQiok4/5u5G5cjyb3aeebBj+eNyHGxxfeLYzGYbWlwgMLdcIdUogfaTvufSp8v3G+UzfGe1l0OE7HsIwZ61pvHuKQ1LMnrSnpJ2SB73pqoNz/AORM/xCXhmccAQ80zrynIsXkOPIiR4xJJ8uQpY6XW1AaJSkeoom6jLjX/2fhpWpu4xTaTyy9lfryJk5c5S5Cv3J2H8Q4ZNgYvk10s6r1e74tkSxb46VBBDCDoLUV7AKu2tdq4GKZvyTwdznivHXIGVN8hWLL48g2m/rgIhy2JTKetbTqG/cKSkjRAFYa7cIcj8QX7jLkPGoqM/v+P42MayC1mQGX57GwsOMrX2K0rHorWwBWXxvFOQueeesP5CzDD3ePcZw6PJNttE+U2/NlSn0dClr8slKUpSBruSTVkkpZc3frVeFVXHUxu458lXflr463wNc8Ml35k5tuN7yK7ck/VuNWHKJ8Bu0s2thxdyjtvKHQ64QCgAe6npG+2yTUceEjnLM+P8VzW12LhbJs7gjLrq59a2qXFbZKjIVtGnFhWx+irIeDjj3IuPMAyyDkdrdtUuXk90msNOqSSthx9Sm1jpJ7EEH51Cnh/yrlzw8WfKcce4CynJG5WR3C5MXCBNhIacaeeUpBAW6D6EVnF5r/8AqvPq2dGJXXr+/wBOtoZDwvchQDyPz1yFkMF/D8pU0zJnYVKQUPRIrDSuh9R+ysud9qTsdhWVwpHiF5r47j8p23keDiBuDK59qw1NnbfiqY7lpEh5R8zqUANlGvWubx1wpm3LvLWeclch2BGERr5jv9GoFhElMiQlhWyt18p93q3rQG9d64WBXnnjhXjaPxWzxY5llwtkddvtWWRrky1b1sjYacfSo+YggEbCQfSpe9XbSpd1+Gm68+bMV+q1pefkvS7WXJGfb8ROd8n+HfFslxKHbcdvtynm23y6XR1Hsdj8pakSHiFqT16Un3Rv49/So9xbnvIeO/EHgGIjnW0c1WzKpLsSZFahR2nreQ2VIcbcjkpKdjWlEmvzmvhRzPCuHuJbdGtDXJTWOXaRdsnxhLyWm7s6/tRKQv3VdC1HSVdjuvfdMB5DzXlHhvIrXw4xx3h2O3wuSrW25G9tAW2Ul5aWj0JbRodgok9XpV4q8TxV92V+Gte5SVrD8G135146Gexq9cx8w+ITlrHLXyR/RHFMTu8YRy1a2JLzgUyhRj7UBpHqSo7VtXYjVc/FMj5c8SuS5bfMP5Aj4HiWO3Z6z2+Gm1Ny1XN1g9Lq5ClkFKCvsAjR1W8cA8e5Di3N3Ol4u9rdhWu/XmPItslaklMltMZCFKTokjSgR31WjYnaeUPC3kmY2LHOOpHIeJ3+8P3i1TLbOZYVBdfPU43IS4R7oXshSd9j6VnH9MU/7fXLXwvsN8St6TjzXlX5rtMr4A13lzEeRzkLDMa9/wBM7iJbcYkteZtOyjffpPqN/A1aaq7+C7Cc5wzEszVyDbUWy/3XJplyLbLgW0pDnSUlBHqkegJ0e3pViKmKqEU+S9kZ6yk1zfuxSlKsBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFVA+kNwl+84Na7/HaLgtcnpfIG+ltY0D+jYH+NW/rC5LjcDL7NcrPcmEyIMxotOtqHqCK9PozbX0ftmHtK/pfpxPZ6H6QfRW34W2JXuvPu0fodKdbxj/CWcZVZod2s+OzLjb5ayhp+OkKTsHRB79q3LxA+GTIeGL5IeRGduGNuLJjz2kEhCd9kr16Ef4VrGD+IDPeOLULZYMhkQoAJKY5SlaEk+ugoHVf0M9rxNt2eON0bKMr53Xpoz+q5bdi9I7JHaOiJQlf911XLLNMsZ4kozvH/AIVsGw6+vJXkXmJWWirqU2lPUSP0DqCapihJWtKUglROgB8TWcyzM7/yDeDcL5cZN2nr90LeUVED5AfAfcKs34TvCRc8gvcLLMugrh2aMoPRob6dLkKHcEj4JHr39a8vDxML+HdglLa5pybcsuLfBI8bCxcH+FOjJT23ETm3KTS4yedRRbjwwYa9gnCWN2ySgtyiz57qD6pUs9Wv+NStX5bQltASkBKQNAAelfqvwLaMaW0Y08aWsm35n8vbVtEtrx57RPWTb8xSlK5zlFKUoBSlKAUrg3q9Qcdtci5XKSiHBjp63X3DpKE/M1yY76JLLbrSgttxIUlQ+IPoaEWro9tKUoSKUpQClKUApXHuE5q2QJEx8kMsNqcWUjZ0Bs9q4GJ5PBzTHLfe7apaoM5oPMlxPSopPpsfCotXRVySko3mzL0pSpLClKUApStftub2y65ddsbjrcNztjTT0hKkaSEub6dH4+hqLzorKSjVvU2ClKVJYUpSgFKjeJzvj0rkNrDFRLvFu7rjjbK5VvcaYeKE9Sihw9lDXxFSRVYyU1vR0McPGw8VyUHe66fYxSlKsbClflxYbQpZ9EjZrA4lnFrzXGk322LdVb1FwBTjZSr3FFKu36UmquSWTKuSTUW82bBStZ4+5Cs/JmP/AFzZFvOQvOWxt9lTSupB0exrZqtrmRCccSKlB2mKUpQuKUri3O4x7RbpM6W4GosZtTzrh9EpSNk/4CobSVsHKpWkXblq02jBoOVKg3aZbpoQppqFAW8/0q7pUW07IGu+6yuA53bOSMXiX+z+f7BJKwj2hotuApUUkFJ7juDUKSbceKMFj4UpqClm1a7uZsVKUqxuKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUAr0llXmKUlzQPw1XupQHCnW1u5R1sSktyGVjpU242FJI+8GonyDwkcYZHKVIk41GadUdkxepoH9STqplpXTg7Tj7M7wZuPc6OzZ9s2nZHez4jj3Nr2Iuw/wANfHuDSESLTjkNuSg+688jzVj9BUTqpLbYU2gJSsJSOwATXupVcXHxceW9iycn2uzPH2nG2mW/jzcnzbb9z8oSpO+pXV+rVfqlKwOcUpSgFKUoBSlKAgrxbY5frnxheJtuyh20W2LDX7VbkQ23RL2U62tXdGvu+dZrjyw5TgWOyL1kOcP5Tbm7Z5rUBduZjhkpSFbCkdz2Gu/zrf8ANMTh51itzsNwKxDnsqZcU0dKAPxH3itS4/4zyLFkyod9ziTlllXF9lZgyoDTJaT2Gy4nuo9Ox3+dcm5JTk46tZO8rz4Hk4mzVtkcdJu1WUnS71aVd19xXaJ4i83uDbGSxLhfJLjy0uJxxnE3VQlNFX2RKHvE9P8Aa9N/dUsZbkWfZTzAxi2NXxjHLc/Ym7jIefiJedjqLmiUJOtqOwNK7CufaOCcqxFxmHjXJ1xtmOsOdTVqkW5mT5aN7LYcV73T8B8q3tjj5LXJ7mYmcpTq7WLYYvlgDQc6+vq3+rWqrDDk0lK6vn2PtfGjgwNn2zdlHFk7bjefbm07b07F3EfYTnGdPcbZww4WMhy7HZsiBGfQ0GxLKEhSFFA7A+96D5VweEM0vF4yZMe7chfW0xxhTkjHbnZxAlR1a/8AN/FQB38+3et/gcVLtdvy9iHfpcKRf7gu4JlxUBDkVSgkaTvYVrp+PrusNivCVzhZlAyTKczl5ZOtqXEwUrhMxUtdaelRV0d1nXzNXjGe/Fvkr76z9ew6Xg48Xh7tum+OVXleaby7+01SBceSeWG75kVgy6Ni1qgzH4sC3C3of9p8lRSS8tR2nakn7Pwrg33mfML5hPGFwsLsS33i/XT6vloeR1MFQStKvgT0hSd9tHtrdbVcvD5cWbndf6M55dMYsl2eU/NtUeO26krX9stLV3b6vurOz+D7YYeCwrdKct8LFZqJjLZR5hf0kp0pWxonqJJ71GHCdJStfpvPtzfd8oyngbW9/ctN3neTzVUrypXwXiYWFYeRMcRkbGSZFHymwP2p11Er2VEZ2PI0f6sIT6o132e9RPiM/kfBuC8czZjJYSLLAYY1jqYYKHY5UEkqeJ6uvR327VbK629F2tsqE4opbkNKaUU+oCho6/xqFLJ4Z50eHbrJec9uN6w+3rQtix+yNMJUEK6kJccT7y0g67H1qJYc1Lq9mfi9eepptOyTTj9LeeUv6s03VZt3WXb3Hsu2Q5nylyDecexXI2sPtlkYjrkTBDTJffedR1hISv3QkDXf1r02bla9wOOc1byW9QLdfMamKtyr0Y5U06SElDnlA7KiFgdI+NbJmfCsy6ZY9kmK5bMw27y2UR5qo8ZuQ1JQj7JKF9goDtuuNM8ONnm8azsVcuk5cubKFwfvLhCpDkoKCg6R6HuAOn00NVG7iJSpc+OufDll3fcn6W1LElJW3nnfVap0q4O6t14kbcS8zZG7yzZsdm3665JbLu0+S5eMeNrUytCOoFo+i0kev6qzFguHKPJt7ziLasvjY/Ast3dixV+wIfedISkpbO9JSgb9e6q23HuCLrEzawZTfs6uGS3G0h5CG34zbLJQtHTpKEdkkepPffb0rbuPuOm8Dm5PIROVM+urmu4qSpsI8oqSkdA7nf2fXtV4YcnFKbeSfHtVelnPgbNtTqOK3u71651u97f6u00C/wCWcgS3cMwpqVCsOWXSI7Kud0Q0H22EN6BLSCdKUokevYVjuD7LebBznyHEvt/Vks9MGATPXGRHKgQ5odCO3apB5O4pczq4Wi72q/ScXyG1laY9yjNJe/q1jS0KQrsoHVcXjHhZHHOT3y+rv02+TrwyyiU7OA6lOI6tr2DoA9XZIAA1SEZfV3pdv7Ujons2K9og6bUWqd5Vu07XF3xrxJMrReQeX7VxvLix7hbL5OXIQXEqtVsdlJSAdaUUA6P3VvVeK3kpNdV0exiKUotQdPnqa03n0FzBv6VCHchB8gv+zGGsSukH08nXV1fdqsTx9zFaeR58mJb7ZfILjDYcUq62t2KhQJ1pJWACfurfK8aqae9d5cjPcxbj19NctfXL1IT5T/1geJP03D/kiudyTk2U3vkS2YHil1Zx552Cu4zbs5HD7jbYUEpS2hXukk+pNYjLPD/mOT5tEyMcpSYj9udeXbmhZmFCKlwaKN797t22oVs+ZcNy8ncsd3h5VMsmX2uN7N9dxo6Fe0JIHWHGT7pBI6tfA1zdeUEnFrN5XnT8edHk7m0OePuwa3mms1mkoppU8m6daeBqdqz/ADTB/wCnlgvk2Nk91sVqF0gXEMiOX0KCtJcQk6BBT8PhUX4tyXmubZTiMWw8rO3mRcXkru1tiWJtKbc309SgVKT6b93ud9+1SXnfFzmC8Q57cZEy45nk11hhEqapIbdWkEBIQhA0lKdlXSN+hqLce5Ju9ndx5vEOTk5zeHHo8eRjosSGz0HQcK3UpCk9I+J+Xeufel9WMZvTd93258E8mebtcsTC3IYjklm63s6tVnvK3/8ALuJbuNyznlTL8rt+PZU3h9mx51MMuNwUSXpbxbC1E9Z0lOlAdu9cXguw3u9eHO2wbRkblgugkyCbm3EQ+Tp9zq9xXbv/AMK2LIOBZVyyq6XW0Zjc8bg3vpN2tsNtBElQT07S4e7ZI7EiuZZ+HbpiPF8TEcYy5+yvRn1uJufsSH1lClqV0FCyR/aA3vfatIwklJyTuq11d8M8kemsHFeO8ScW/wBX9WqeiSvJ1leWZ6/DjkN3yHjd1+9zxcp8e4S4plBlDPWG3CkHpQAB6VHuGzOX+TcZut3tmXwrYYFwlsQ4pgocVNLbqgEuqOghOtJHSN/Emt74c4WyHiyQ81Izt++2d1Tzpt7ltaZHnOK6lOdaSVeu+3p3rb+MePm+N7BItbc1U5L01+YXFN9BBdWVdOtn03rdbKEpbu9a6vPjl+5ODg42JhYcMRSild9bPszTfuaPn3LGY4Wq0Rm7Vizkp6Eh2Wm6ZC3CUh7XvJQlSSVJ3/arY+IOQb1nkS4uXmHY4i460pbFlvCLgkgg76ykDpPbsPjWcyfjDEc1mNy7/jdrvEptHloemxUOqSn10CoelcrFcDxzB2n28eskCyofIU6mDHS0FkehPSO/rVoRxFNuTy+dh0xwdpjtClv9Tl4d3PtM9UU85Pu5Cix4LEcUh7IZITKKD3RDb0p4/rGk/wDarY8JwW54tfchnzspuF+YucjzmIcwDohJ7+4jv6d/u9PSuDjeG3FzlDIMqvCEJBabgWptKwrojj3lrPyKlH/BIqXc1FNa6/g3xXPEw9zdpt14c/LTto3hmI1Bt6I7KAhllsIQkDQAA0BUOeHq8Ix/w/C6OJK24arhIUkepCX3Va/4VIfIGOX7JrQ3Gx/J3MVlhzqXLbhtySpOvs9K+w/TWlcS8I3njmBItFxzV3JMedadbFsetzTCUlxRUtXWklR31K7ffWcvqOct1cKTy11MsTfW0Ye7BuKvPKlddt8ORoki/crI44/yojLIKYwjC5f0YEBPkGP9ro87fX19Px9N17uYeaLhEyHHLcnL2ePLLcLV9Yqu64QlrW4SAGuk9kjv6kd6zzXhnlphJx93Pru9giVbGPFlsEo6thov/bKPhr5dqj/mW4Rsf5z/AM5ypzji3s2NuOzcnoCZbEw9ew2lK0lKSn4/E1zYm9FJaJvRvsd53xy48PA8fGW0YGBKU20+qnctXebWapV2x8Db+H8j5Fm8UZbkD92ey25+Y6myIkwERUvIQPdcSkBJIXvej/d7etezhLNbzeMqaj3fkL6ymOsqXIxu52YQJLCterXxUAf09q9nCl6yfkfHsttUrI5M21MONtWnK4sEQnXwU7UUo10kJIA2Bo7rYsY4PucfMbdkWVZpLyyXa+swELhMxUtFQ6SVFHdZ1866YKW9CSuqWvd7+HiaYEcSeHgywt503dvLXO+tn2fqRLlKUrqPpRSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoDwQFAgjYPwNcZi2RIrpcZistOH1UhsJP8AiK5VKENJ6ilKUJFKUoBSlKAUpSgFKUoBXHkwI00ASGGnwPTzEBWv8a5FKirIavU/DTLbDYQ0hLaB6JQNAV+6UqSdBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUr5rPwseb/zycgfvRO/i0/Cx5v8AzycgfvRO/i0B9KdK+az8LHm/88nIH70Tv4tPwseb/wA8nIH70Tv4tAfSnSvms/Cx5v8AzycgfvRO/i0/Cx5v/PJyB+9E7+LQH0p0r5rPwseb/wA8nIH70Tv4tPwseb/zycgfvRO/i0B9KdK+az8LHm/88nIH70Tv4tPwseb/AM8nIH70Tv4tAfSnSvms/Cx5v/PJyB+9E7+LT8LHm/8APJyB+9E7+LQH0p0r5rPwseb/AM8nIH70Tv4tPwseb/zycgfvRO/i0B9KdK+az8LHm/8APJyB+9E7+LT8LHm/88nIH70Tv4tAfSnSvms/Cx5v/PJyB+9E7+LT8LHm/wDPJyB+9E7+LQH0p0r5rPwseb/zycgfvRO/i0/Cx5v/ADycgfvRO/i0B9KdK+az8LHm/wDPJyB+9E7+LT8LHm/88nIH70Tv4tAfSnSvms/Cx5v/ADycgfvRO/i0/Cx5v/PJyB+9E7+LQH0p0r5rPwseb/zycgfvRO/i0/Cx5v8AzycgfvRO/i0B9KdK+az8LHm/88nIH70Tv4tPwseb/wA8nIH70Tv4tAfSnSvms/Cx5v8AzycgfvRO/i0/Cx5v/PJyB+9E7+LQH0p0r5rPwseb/wA8nIH70Tv4tPwseb/zycgfvRO/i0B9KdK+az8LHm/88nIH70Tv4tPwseb/AM8nIH70Tv4tAfSnSvms/Cx5v/PJyB+9E7+LT8LHm/8APJyB+9E7+LQH0p0r5rPwseb/AM8nIH70Tv4tPwseb/zycgfvRO/i0B9KdK+az8LHm/8APJyB+9E7+LT8LHm/88nIH70Tv4tAfSnSvms/Cx5v/PJyB+9E7+LT8LHm/wDPJyB+9E7+LQH0p0r5rPwseb/zycgfvRO/i0/Cx5v/ADycgfvRO/i0B9KdK+az8LHm/wDPJyB+9E7+LT8LHm/88nIH70Tv4tAfSnSvms/Cx5v/ADycgfvRO/i0/Cx5v/PJyB+9E7+LQH0p0r5rPwseb/zycgfvRO/i0/Cx5v8AzycgfvRO/i0B9KdK+az8LHm/88nIH70Tv4tPwseb/wA8nIH70Tv4tAfSnSvms/Cx5v8AzycgfvRO/i0/Cx5v/PJyB+9E7+LQH0p0r5rPwseb/wA8nIH70Tv4tPwseb/zycgfvRO/i0B9KdK+az8LHm/88nIH70Tv4tPwseb/AM8nIH70Tv4tAfSnSvms/Cx5v/PJyB+9E7+LT8LHm/8APJyB+9E7+LQH0p0r5rPwseb/AM8nIH70Tv4tPwseb/zycgfvRO/i0B9KdK+az8LHm/8APJyB+9E7+LT8LHm/88nIH70Tv4tAfSnSvms/Cx5v/PJyB+9E7+LT8LHm/wDPJyB+9E7+LQH0p0r5rPwseb/zycgfvRO/i0/Cx5v/ADycgfvRO/i0B9KdK+az8LHm/wDPJyB+9E7+LT8LHm/88nIH70Tv4tAfSnSvms/Cx5v/ADycgfvRO/i0/Cx5v/PJyB+9E7+LQH0p0r5rPwseb/zycgfvRO/i0/Cx5v8AzycgfvRO/i0B9KdK+az8LHm/88nIH70Tv4tPwseb/wA8nIH70Tv4tAfSnSvms/Cx5v8AzycgfvRO/i0/Cx5v/PJyB+9E7+LQH0p0r5rPwseb/wA8nIH70Tv4tPwseb/zycgfvRO/i0B9KdK+az8LHm/88nIH70Tv4tPwseb/AM8nIH70Tv4tAfSnSvms/Cx5v/PJyB+9E7+LT8LHm/8APJyB+9E7+LQH0p0r5rPwseb/AM8nIH70Tv4tPwseb/zycgfvRO/i0B9KdK+az8LHm/8APJyB+9E7+LT8LHm/88nIH70Tv4tAfSnSvms/Cx5v/PJyB+9E7+LT8LHm/wDPJyB+9E7+LQH0p0r5rPwseb/zycgfvRO/i0/Cx5v/ADycgfvRO/i0B9KdK+az8LHm/wDPJyB+9E7+LT8LHm/88nIH70Tv4tAfSnSvms/Cx5v/ADycgfvRO/i0/Cx5v/PJyB+9E7+LQH0p0r5rPwseb/zycgfvRO/i0/Cx5v8AzycgfvRO/i0B9KdK+az8LHm/88nIH70Tv4tPwseb/wA8nIH70Tv4tAfSnSvms/Cx5v8AzycgfvRO/i0/Cx5v/PJyB+9E7+LQH0p0r5rPwseb/wA8nIH70Tv4tPwseb/zycgfvRO/i0B9KdK+az8LHm/88nIH70Tv4tPwseb/AM8nIH70Tv4tAfSnSvms/Cx5v/PJyB+9E7+LT8LHm/8APJyB+9E7+LQH0p0r5rPwseb/AM8nIH70Tv4tPwseb/zycgfvRO/i0B9KdK+az8LHm/8APJyB+9E7+LT8LHm/88nIH70Tv4tAfSnSvms/Cx5v/PJyB+9E7+LT8LHm/wDPJyB+9E7+LQH0p0r5rPwseb/zycgfvRO/i0/Cx5v/ADycgfvRO/i0B9KdK+az8LHm/wDPJyB+9E7+LT8LHm/88nIH70Tv4tAfSnSvms/Cx5v/ADycgfvRO/i0/Cx5v/PJyB+9E7+LQH//2Q==\n", | |
"text/plain": [ | |
"<IPython.core.display.Image object>" | |
] | |
}, | |
"execution_count": 5, | |
"metadata": { | |
"image/jpeg": { | |
"width": 650 | |
} | |
}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"from IPython.display import Image\n", | |
"Image('./image/tensorboard.jpg', width=650)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## 주의할 점\n", | |
"\n", | |
"**Tensorboard 명령(ex.tensorboard --logdir=./logs/xor_legs) 실행 시에 logdir\n", | |
"앞에 -는 두개 붙여야하고, 오른쪽에 경로는 상대경로가 아닌 절대경로로 지정하는 것이 오류를 방지하는데 도움이 된다. (참고로 저도 상대경로로 했다가 페이지가 안열려서 절대경로로 바꾼 후 결과를 보았습니다)**\n" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"WARNING:tensorflow:From C:\\Users\\helov\\Anaconda3\\lib\\site-packages\\tensorflow\\python\\framework\\op_def_library.py:263: colocate_with (from tensorflow.python.framework.ops) is deprecated and will be removed in a future version.\n", | |
"Instructions for updating:\n", | |
"Colocations handled automatically by placer.\n", | |
"0 0.7168676\n", | |
"100 0.6908567\n", | |
"200 0.49870044\n", | |
"300 0.22536184\n", | |
"400 0.1229167\n", | |
"500 0.079145804\n", | |
"600 0.05615393\n", | |
"700 0.042352103\n", | |
"800 0.033301692\n", | |
"900 0.026986767\n", | |
"1000 0.02237371\n", | |
"1100 0.018883027\n", | |
"1200 0.016166903\n", | |
"1300 0.014005047\n", | |
"1400 0.012251835\n", | |
"1500 0.010807453\n", | |
"1600 0.009601359\n", | |
"1700 0.008582549\n", | |
"1800 0.0077132173\n", | |
"1900 0.0069648223\n", | |
"2000 0.0063154213\n", | |
"2100 0.0057480345\n", | |
"2200 0.005249219\n", | |
"2300 0.004808046\n", | |
"2400 0.004416056\n", | |
"2500 0.0040659807\n", | |
"2600 0.0037521352\n", | |
"2700 0.0034696562\n", | |
"2800 0.0032144948\n", | |
"2900 0.002983223\n", | |
"3000 0.0027729846\n", | |
"3100 0.0025813906\n", | |
"3200 0.0024062349\n", | |
"3300 0.0022458206\n", | |
"3400 0.0020985433\n", | |
"3500 0.0019630382\n", | |
"3600 0.0018381808\n", | |
"3700 0.0017228476\n", | |
"3800 0.0016161846\n", | |
"3900 0.0015173233\n", | |
"4000 0.0014256197\n", | |
"4100 0.0013404153\n", | |
"4200 0.0012611416\n", | |
"4300 0.0011873196\n", | |
"4400 0.0011185006\n", | |
"4500 0.0010541765\n", | |
"4600 0.0009941373\n", | |
"4700 0.00093794987\n", | |
"4800 0.0008853452\n", | |
"4900 0.00083606906\n", | |
"5000 0.00078985246\n", | |
"5100 0.00074644154\n", | |
"5200 0.00070571667\n", | |
"5300 0.0006673942\n", | |
"5400 0.000631429\n", | |
"5500 0.00059755263\n", | |
"5600 0.00056564546\n", | |
"5700 0.0005355731\n", | |
"5800 0.0005072311\n", | |
"5900 0.00048051495\n", | |
"6000 0.00045532006\n", | |
"6100 0.00043158684\n", | |
"6200 0.00040909144\n", | |
"6300 0.00038790837\n", | |
"6400 0.00036781398\n", | |
"6500 0.00034889753\n", | |
"6600 0.00033099513\n", | |
"6700 0.00031404698\n", | |
"6800 0.00029800838\n", | |
"6900 0.00028283458\n", | |
"7000 0.00026849567\n", | |
"7100 0.0002548426\n", | |
"7200 0.00024202438\n", | |
"7300 0.0002297578\n", | |
"7400 0.000218177\n", | |
"7500 0.0002072372\n", | |
"7600 0.00019681916\n", | |
"7700 0.00018698249\n", | |
"7800 0.00017763776\n", | |
"7900 0.00016878491\n", | |
"8000 0.00016037928\n", | |
"8100 0.00015239097\n", | |
"8200 0.00014480515\n", | |
"8300 0.00013762177\n", | |
"8400 0.0001307961\n", | |
"8500 0.00012432819\n", | |
"8600 0.00011815835\n", | |
"8700 0.00011236112\n", | |
"8800 0.00010675767\n", | |
"8900 0.000101526806\n", | |
"9000 9.6549324e-05\n", | |
"9100 9.17656e-05\n", | |
"9200 8.727994e-05\n", | |
"9300 8.2973136e-05\n", | |
"9400 7.888988e-05\n", | |
"9500 7.5045085e-05\n", | |
"9600 7.134933e-05\n", | |
"9700 6.784731e-05\n", | |
"9800 6.452413e-05\n", | |
"9900 6.137978e-05\n", | |
"10000 5.841427e-05\n", | |
"\n", | |
"Hypothesis:\n", | |
"[[6.1333179e-05]\n", | |
" [9.9993688e-01]\n", | |
" [9.9995077e-01]\n", | |
" [5.9783459e-05]] \n", | |
"Predicted:\n", | |
"[[0.]\n", | |
" [1.]\n", | |
" [1.]\n", | |
" [0.]] \n", | |
"Accuracy:\n", | |
"1.0\n" | |
] | |
} | |
], | |
"source": [ | |
"import tensorflow as tf\n", | |
"import numpy as np\n", | |
"\n", | |
"tf.set_random_seed(777) \n", | |
"\n", | |
"x_data = np.array([[0, 0], [0, 1], [1, 0], [1, 1]], dtype=np.float32)\n", | |
"y_data = np.array([[0], [1], [1], [0]], dtype=np.float32)\n", | |
"\n", | |
"X = tf.placeholder(tf.float32, [None, 2], name=\"x\")\n", | |
"Y = tf.placeholder(tf.float32, [None, 1], name=\"y\")\n", | |
"\n", | |
"with tf.name_scope(\"Layer1\"):\n", | |
" W1 = tf.Variable(tf.random_normal([2, 2]), name=\"weight_1\")\n", | |
" b1 = tf.Variable(tf.random_normal([2]), name=\"bias_1\")\n", | |
" layer1 = tf.sigmoid(tf.matmul(X, W1) + b1)\n", | |
"\n", | |
" tf.summary.histogram(\"W1\", W1)\n", | |
" tf.summary.histogram(\"b1\", b1)\n", | |
" tf.summary.histogram(\"Layer1\", layer1)\n", | |
"\n", | |
"\n", | |
"with tf.name_scope(\"Layer2\"):\n", | |
" W2 = tf.Variable(tf.random_normal([2, 1]), name=\"weight_2\")\n", | |
" b2 = tf.Variable(tf.random_normal([1]), name=\"bias_2\")\n", | |
" hypothesis = tf.sigmoid(tf.matmul(layer1, W2) + b2)\n", | |
"\n", | |
" tf.summary.histogram(\"W2\", W2)\n", | |
" tf.summary.histogram(\"b2\", b2)\n", | |
" tf.summary.histogram(\"Hypothesis\", hypothesis)\n", | |
"\n", | |
"# cost/loss function\n", | |
"with tf.name_scope(\"Cost\"):\n", | |
" cost = -tf.reduce_mean(Y * tf.log(hypothesis) + (1 - Y) * tf.log(1 - hypothesis))\n", | |
" tf.summary.scalar(\"Cost\", cost)\n", | |
"\n", | |
"with tf.name_scope(\"Train\"):\n", | |
" train = tf.train.AdamOptimizer(learning_rate=0.01).minimize(cost)\n", | |
"\n", | |
"# Accuracy computation\n", | |
"# True if hypothesis>0.5 else False\n", | |
"predicted = tf.cast(hypothesis > 0.5, dtype=tf.float32)\n", | |
"accuracy = tf.reduce_mean(tf.cast(tf.equal(predicted, Y), dtype=tf.float32))\n", | |
"tf.summary.scalar(\"accuracy\", accuracy)\n", | |
"\n", | |
"# Launch graph\n", | |
"with tf.Session() as sess:\n", | |
" # tensorboard --logdir=./logs/xor_logs\n", | |
" merged_summary = tf.summary.merge_all()\n", | |
" writer = tf.summary.FileWriter(\"./logs/xor_logs_r0_01\")\n", | |
" writer.add_graph(sess.graph) # Show the graph\n", | |
"\n", | |
" # Initialize TensorFlow variables\n", | |
" sess.run(tf.global_variables_initializer())\n", | |
"\n", | |
" for step in range(10001):\n", | |
" _, summary, cost_val = sess.run(\n", | |
" [train, merged_summary, cost], feed_dict={X: x_data, Y: y_data}\n", | |
" )\n", | |
" writer.add_summary(summary, global_step=step)\n", | |
"\n", | |
" if step % 100 == 0:\n", | |
" print(step, cost_val)\n", | |
"\n", | |
" # Accuracy report\n", | |
" h, p, a = sess.run(\n", | |
" [hypothesis, predicted, accuracy], feed_dict={X: x_data, Y: y_data}\n", | |
" )\n", | |
" \n", | |
" print(f\"\\nHypothesis:\\n{h} \\nPredicted:\\n{p} \\nAccuracy:\\n{a}\")" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 7, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<IPython.core.display.Image object>" | |
] | |
}, | |
"execution_count": 7, | |
"metadata": { | |
"image/png": { | |
"width": 650 | |
} | |
}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"from IPython.display import Image\n", | |
"Image('./image/board.PNG', width=650)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"# 4. Gradient Vanishing Problem\n", | |
"\n", | |
"It is possible that even if the number of layers is high, accuracy is low.\n", | |
"\n", | |
"**Why?**\n", | |
"- the result of one ANN is the result of **sigmoid function** (between 0 and 1)\n", | |
"\n", | |
"\n", | |
"- 위의 결과가 많은 layer를 거치게 되면, 그에 따라 수많은 곱셈이 이루어지게 되고, 그것은 점 점 0에 수렴하는 값이 되게 된다(0~1 사이 값을 곱하면 곱할 수록 0에 가까워지게 된다). 결과적으로 back propagation이기 때문에, 결과값과 가까운 노드들은 괜찮지만, 초기 노드(input과 가까운, output과 먼 노드)들은 gradient가 거의 0에 가깝워지기 때문에 결과값에 영향을 미치지 못하는 현상이 발생하게 된다.\n", | |
"\n", | |
"\n", | |
"- 즉, Back Propogation에서 뒤로 가면 갈수록 에러의 전달이 안돼(gradient가 거의 0에 수렴하므로) train이 안되는 결과가 발생.\n" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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