{ "cells": [ { "cell_type": "code", "execution_count": 15, "metadata": { "id": "EwRw-f6ocdCR" }, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import tensorflow as tf\n", "from tensorflow import keras\n", "\n", "from time import time\n", "import os\n", "os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2'\n" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "id": "glWkfJ2mcdCU" }, "outputs": [], "source": [ "def get_model(input_dim, output_dim, width, depth, regularization_param=1e-7,\n", " act_func='tanh', output_act_func=False, random_seed=None) -> keras.Sequential:\n", " initializer = keras.initializers.RandomNormal(seed=random_seed)\n", " regularizer = keras.regularizers.l2(regularization_param)\n", "\n", " if act_func == 'sin':\n", " act_func = tf.math.sin\n", "\n", " all_layers = [keras.layers.InputLayer(input_shape=[input_dim])]\n", " all_layers += [keras.layers.Dense(width, activation=act_func,\n", " kernel_initializer=initializer,\n", " bias_initializer=initializer,\n", " kernel_regularizer=regularizer,\n", " bias_regularizer=regularizer) for _ in range(depth-1)]\n", " all_layers.append(keras.layers.Dense(\n", " output_dim, kernel_initializer=initializer,\n", " activation=act_func if output_act_func else None,\n", " bias_initializer=initializer,\n", " kernel_regularizer=regularizer,\n", " bias_regularizer=regularizer))\n", " m = keras.Sequential(all_layers)\n", " return m\n" ] }, { "cell_type": "code", "execution_count": 55, "metadata": { "id": "u8T9p1Z1cdCV" }, "outputs": [], "source": [ "# @tf.function\n", "def init_fn(x, mu, sigma) -> np.array:\n", " return 0.5*(tf.exp(-(x-mu)**2 / (2*sigma**2)) / (tf.sqrt(2*np.pi) * sigma))\n", "\n", "\n", "@tf.function\n", "def get_u_du_d2u(model, x_input):\n", " \"\"\"make prediction and calculate derivatives\n", " \"\"\"\n", " with tf.GradientTape() as sec_tape:\n", " sec_tape.watch(x_input)\n", " with tf.GradientTape() as fst_tape:\n", " fst_tape.watch(x_input)\n", " u = model(x_input, training=True)\n", " # get the 1st derivative\n", " du_di = fst_tape.gradient(u, x_input)\n", " # get the 2nd derivative\n", " d2u_jac = sec_tape.batch_jacobian(\n", " du_di, x_input, experimental_use_pfor=True)\n", " return u, du_di, d2u_jac\n", "\n", "\n", "def fit(model, x_input, c, epochs):\n", " lambda_ini = 1000\n", " lambda_bc = 10\n", " lambda_int = 1\n", " x0_bdy = np.arange(0, len(x_input), num_p_row)\n", " x1_bdy = np.arange(num_p_row-1, len(x_input), num_p_row)\n", " extract_2nd_der = np.arange(num_p_row**2)\n", " for epoch in range(1, epochs+1):\n", " with tf.GradientTape() as tape:\n", " u, du_di, d2u_jac = get_u_du_d2u(model, x_input)\n", " # extract the second derivatives from jacobian matrix\n", " d2u_dx2, d2u_dt2 = zip(*[[d2u_jac[j][0][0], d2u_jac[j][1][1]]\n", " for j in extract_2nd_der])\n", " # remove all t=0 points, I think we don't need to\n", " # compute integral loss for initial condition\n", " d2u_dt2 = d2u_dt2[num_p_row:]\n", " d2u_dx2 = d2u_dx2[num_p_row:]\n", " ### compute the loss for initial condition\n", " ini_l = tf.reduce_mean(tf.square(u[:num_p_row]-ic))*lambda_ini\n", " # compute the loss for du/dt = 0, use new lambda\n", " ini_l2 = tf.reduce_mean(tf.square(du_di[:num_p_row, 1]))*5\n", " # get all u for x=0\n", " bdy_x0 = tf.reduce_mean(tf.square([u[x_i] for x_i in x0_bdy]))\n", " # get all u for x=1\n", " bdy_x1 = tf.reduce_mean(tf.square([u[x_i] for x_i in x1_bdy]))\n", "\n", " # Reflection\n", " # # get all dudt for x=0\n", " # bdy_x0 = tf.reduce_mean(tf.square([du_di[x_i,1] for x_i in x0_bdy]))\n", " # # get all dudt for x=1\n", " # bdy_x1 = tf.reduce_mean(tf.square([du_di[x_i,1] for x_i in x1_bdy]))\n", " \n", " int_l = tf.reduce_mean(\n", " tf.square(d2u_dt2-tf.square(c)*d2u_dx2)) * lambda_int\n", " # regulation loss\n", " reg_loss = tf.reduce_sum(model.losses)\n", " loss_total = ini_l+ini_l2+int_l+(bdy_x0+bdy_x1)*lambda_bc+reg_loss\n", " grads = tape.gradient(loss_total, model.trainable_variables)\n", " opt.apply_gradients(zip(grads, model.trainable_variables))\n", " if epoch % 10 == 0:\n", " print(f\"{epoch}, ic {ini_l.numpy()}, ic_v {ini_l2.numpy()}, bc_x0 {bdy_x0.numpy()}, bc_x1 {bdy_x1.numpy()}, int {int_l.numpy()}, total {loss_total.numpy()}\")\n" ] }, { "cell_type": "code", "execution_count": 56, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "cIAxvyIxcdCW", "outputId": "d884cbed-27cb-43f6-e212-94e9dc07d15e" }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "dx = 0.02\n", "dt = 0.02\n", "time_span = 1.\n", "x_end = 1.\n", "num_p_row = 51\n", "epoch = 10\n", "c = 0.5\n", "\n", "x_input = tf.constant([np.asarray([x, t]) for t in np.arange(0, time_span+dt, dt)\n", " for x in np.arange(0, x_end+dx, dx)], dtype='float32')\n", "\n", "ic = tf.constant(init_fn(x_input[:num_p_row, 0],\n", " 0.5, 0.05), shape=(num_p_row, 1))\n", "plt.plot(x_input[:num_p_row, 0], ic)\n", "model = get_model(2, 1, 10, 6, act_func='tanh')\n" ] }, { "cell_type": "code", "execution_count": 57, "metadata": {}, "outputs": [], "source": [ "# x_input[0:num_p_row] # initial\n", "# [x_input[x_i] for x_i in np.arange(0,len(x_input),num_p_row)] # x=0\n", "# [x_input[t_i] for t_i in np.arange(num_p_row-1,len(x_input),num_p_row)]\n" ] }, { "cell_type": "code", "execution_count": 67, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "10, ic 88.59046173095703, ic_v 139.19711303710938, bc_x0 0.0013112736633047462, bc_x1 1.0536741018295288, int 0.8928772211074829, total 239.2303009033203\n", "20, ic 82.89740753173828, ic_v 139.32594299316406, bc_x0 0.0008295309380628169, bc_x1 1.008425235748291, int 1.1750065088272095, total 233.49090576171875\n", "30, ic 80.52005004882812, ic_v 138.38995361328125, bc_x0 0.00010044044756796211, bc_x1 0.9640253782272339, int 1.9027483463287354, total 230.45401000976562\n", "40, ic 78.69612884521484, ic_v 138.10606384277344, bc_x0 2.654203308338765e-05, bc_x1 0.9373945593833923, int 2.630692481994629, total 228.8070831298828\n", "50, ic 77.07264709472656, ic_v 138.49530029296875, bc_x0 5.802912710350938e-06, bc_x1 0.9243122339248657, int 2.9442880153656006, total 227.7554168701172\n", "60, ic 76.0735092163086, ic_v 138.72840881347656, bc_x0 1.6671134289936163e-05, bc_x1 0.9131758213043213, int 3.1148457527160645, total 227.04869079589844\n", "70, ic 75.29715728759766, ic_v 139.04522705078125, bc_x0 5.822423190693371e-05, bc_x1 0.9061427116394043, int 3.2092936038970947, total 226.61367797851562\n", "80, ic 74.72382354736328, ic_v 139.29054260253906, bc_x0 0.00010772672976600006, bc_x1 0.9098262190818787, int 3.1671667098999023, total 226.28086853027344\n", "90, ic 74.31407165527344, ic_v 139.46160888671875, bc_x0 0.00015715516929049045, bc_x1 0.9154466986656189, int 3.102090835571289, total 226.0338134765625\n", "100, ic 73.96904754638672, ic_v 139.6033935546875, bc_x0 0.0001879255723906681, bc_x1 0.913183331489563, int 3.136336326599121, total 225.84249877929688\n", "110, ic 73.6856918334961, ic_v 139.73207092285156, bc_x0 0.00019745227473322302, bc_x1 0.912426233291626, int 3.149625301361084, total 225.69361877441406\n", "120, ic 73.42300415039062, ic_v 139.87417602539062, bc_x0 0.00019932702707592398, bc_x1 0.9135105013847351, int 3.1404330730438232, total 225.57470703125\n", "130, ic 73.22146606445312, ic_v 139.97213745117188, bc_x0 0.0001948545832419768, bc_x1 0.9122071862220764, int 3.1609230041503906, total 225.47854614257812\n", "140, ic 73.04639434814453, ic_v 140.0630340576172, bc_x0 0.00019151730521116406, bc_x1 0.9122354984283447, int 3.166289806365967, total 225.39999389648438\n", "150, ic 72.90370178222656, ic_v 140.13380432128906, bc_x0 0.00018545174680184573, bc_x1 0.911369800567627, int 3.181776285171509, total 225.3348388671875\n", "160, ic 72.77752685546875, ic_v 140.20199584960938, bc_x0 0.00018006490427069366, bc_x1 0.9110701084136963, int 3.1878228187561035, total 225.27984619140625\n", "170, ic 72.67040252685547, ic_v 140.2601318359375, bc_x0 0.0001745328336255625, bc_x1 0.9104874730110168, int 3.1954851150512695, total 225.23263549804688\n", "180, ic 72.57674407958984, ic_v 140.31100463867188, bc_x0 0.00016983418026939034, bc_x1 0.9100492596626282, int 3.201256036758423, total 225.1912078857422\n", "190, ic 72.49594116210938, ic_v 140.35336303710938, bc_x0 0.00016555732872802764, bc_x1 0.9095591902732849, int 3.2074267864227295, total 225.1539764404297\n", "200, ic 72.42491912841797, ic_v 140.3896484375, bc_x0 0.0001616641238797456, bc_x1 0.9090608954429626, int 3.212862968444824, total 225.11965942382812\n", "210, ic 72.36192321777344, ic_v 140.4202880859375, bc_x0 0.00015814186190254986, bc_x1 0.9085904359817505, int 3.2175819873809814, total 225.08726501464844\n", "220, ic 72.30562591552734, ic_v 140.44546508789062, bc_x0 0.00015491356316488236, bc_x1 0.9081036448478699, int 3.222275495529175, total 225.0559539794922\n", "230, ic 72.25503540039062, ic_v 140.4656524658203, bc_x0 0.00015200114285107702, bc_x1 0.90760737657547, int 3.226752519607544, total 225.0250244140625\n", "240, ic 72.20899963378906, ic_v 140.4812469482422, bc_x0 0.00014942449342925102, bc_x1 0.9071074724197388, int 3.2310872077941895, total 224.99391174316406\n", "250, ic 72.16668701171875, ic_v 140.49258422851562, bc_x0 0.00014716022997163236, bc_x1 0.9065985679626465, int 3.2353618144989014, total 224.96209716796875\n", "260, ic 72.12733459472656, ic_v 140.49989318847656, bc_x0 0.00014520733384415507, bc_x1 0.9060777425765991, int 3.2396628856658936, total 224.9291229248047\n", "270, ic 72.09021759033203, ic_v 140.50344848632812, bc_x0 0.0001435422309441492, bc_x1 0.9055440425872803, int 3.244048595428467, total 224.8945770263672\n", "280, ic 72.05474090576172, ic_v 140.50335693359375, bc_x0 0.0001421442866558209, bc_x1 0.9049947261810303, int 3.2485849857330322, total 224.85806274414062\n", "290, ic 72.0202865600586, ic_v 140.49986267089844, bc_x0 0.00014099186228122562, bc_x1 0.9044275283813477, int 3.2533762454986572, total 224.81919860839844\n", "300, ic 71.98635864257812, ic_v 140.492919921875, bc_x0 0.00014005797856952995, bc_x1 0.9038405418395996, int 3.258502960205078, total 224.777587890625\n", "310, ic 71.95233917236328, ic_v 140.48251342773438, bc_x0 0.00013932702131569386, bc_x1 0.903232216835022, int 3.264049530029297, total 224.7326202392578\n", "320, ic 71.91780853271484, ic_v 140.46868896484375, bc_x0 0.0001387749653076753, bc_x1 0.9026001691818237, int 3.2700977325439453, total 224.68399047851562\n", "330, ic 71.88227844238281, ic_v 140.45114135742188, bc_x0 0.00013837685401085764, bc_x1 0.9019399881362915, int 3.2768852710723877, total 224.63108825683594\n", "340, ic 71.8451156616211, ic_v 140.42965698242188, bc_x0 0.00013811937242280692, bc_x1 0.9012515544891357, int 3.2844760417938232, total 224.57315063476562\n", "350, ic 71.80597686767578, ic_v 140.40377807617188, bc_x0 0.00013799135922454298, bc_x1 0.900530219078064, int 3.293175220489502, total 224.50961303710938\n", "360, ic 71.76415252685547, ic_v 140.3729705810547, bc_x0 0.00013797405699733645, bc_x1 0.8997729420661926, int 3.303206205368042, total 224.43943786621094\n", "370, ic 71.71923065185547, ic_v 140.33642578125, bc_x0 0.00013806321658194065, bc_x1 0.898975670337677, int 3.314990520477295, total 224.36178588867188\n", "380, ic 71.67054748535156, ic_v 140.29318237304688, bc_x0 0.00013824610505253077, bc_x1 0.8981356620788574, int 3.3289453983306885, total 224.27542114257812\n", "390, ic 71.61744689941406, ic_v 140.2420196533203, bc_x0 0.00013852429401595145, bc_x1 0.8972477912902832, int 3.3457326889038086, total 224.17906188964844\n", "400, ic 71.55936431884766, ic_v 140.18121337890625, bc_x0 0.00013889309775549918, bc_x1 0.8963056206703186, int 3.36616849899292, total 224.07118225097656\n", "410, ic 71.49555969238281, ic_v 140.10873413085938, bc_x0 0.00013935302558820695, bc_x1 0.8953040838241577, int 3.3914027214050293, total 223.95013427734375\n", "420, ic 71.42546081542969, ic_v 140.0218963623047, bc_x0 0.0001399097527610138, bc_x1 0.8942354321479797, int 3.4229626655578613, total 223.81407165527344\n", "430, ic 71.3485336303711, ic_v 139.91732788085938, bc_x0 0.00014057471707928926, bc_x1 0.8930954337120056, int 3.4628610610961914, total 223.6610870361328\n", "440, ic 71.26443481445312, ic_v 139.790771484375, bc_x0 0.0001413620775565505, bc_x1 0.8918757438659668, int 3.513831853866577, total 223.48919677734375\n", "450, ic 71.17339324951172, ic_v 139.6370086669922, bc_x0 0.00014230173837859184, bc_x1 0.890571117401123, int 3.579519033432007, total 223.2970428466797\n", "460, ic 71.0761489868164, ic_v 139.44961547851562, bc_x0 0.00014341138012241572, bc_x1 0.8891761898994446, int 3.6646339893341064, total 223.08358764648438\n", "470, ic 70.97457885742188, ic_v 139.2211151123047, bc_x0 0.00014474510680884123, bc_x1 0.8876897692680359, int 3.775146245956421, total 222.84918212890625\n", "480, ic 70.87198638916016, ic_v 138.94346618652344, bc_x0 0.00014635514526162297, bc_x1 0.8861188888549805, int 3.918116569519043, total 222.5962371826172\n", "490, ic 70.77323150634766, ic_v 138.60890197753906, bc_x0 0.00014829629799351096, bc_x1 0.884472131729126, int 4.101345539093018, total 222.32969665527344\n", "500, ic 70.68484497070312, ic_v 138.21153259277344, bc_x0 0.0001506447297288105, bc_x1 0.882777214050293, int 4.331835746765137, total 222.0574951171875\n", "510, ic 70.61420440673828, ic_v 137.75038146972656, bc_x0 0.00015343778068199754, bc_x1 0.8810632228851318, int 4.613804340362549, total 221.79055786132812\n", "520, ic 70.56776428222656, ic_v 137.2324676513672, bc_x0 0.000156678375788033, bc_x1 0.8793768882751465, int 4.945364952087402, total 221.54092407226562\n", "530, ic 70.54874420166016, ic_v 136.67507934570312, bc_x0 0.00016029668040573597, bc_x1 0.8777490258216858, int 5.31610107421875, total 221.3190155029297\n", "540, ic 70.5552749633789, ic_v 136.10572814941406, bc_x0 0.00016412007971666753, bc_x1 0.8761916160583496, int 5.706121921539307, total 221.13067626953125\n", "550, ic 70.57958984375, ic_v 135.55807495117188, bc_x0 0.0001679003908066079, bc_x1 0.8746721744537354, int 6.089130878448486, total 220.97518920898438\n", "560, ic 70.61040496826172, ic_v 135.0636444091797, bc_x0 0.00017137829854618758, bc_x1 0.873106062412262, int 6.4388041496276855, total 220.84561157226562\n", "570, ic 70.63643646240234, ic_v 134.64401245117188, bc_x0 0.00017435333575122058, bc_x1 0.8713845610618591, int 6.7355194091796875, total 220.7315673828125\n", "580, ic 70.64948272705078, ic_v 134.30630493164062, bc_x0 0.00017674716946203262, bc_x1 0.8693926930427551, int 6.970865726470947, total 220.62234497070312\n", "590, ic 70.6456527709961, ic_v 134.04452514648438, bc_x0 0.00017860451771412045, bc_x1 0.8670555353164673, int 7.146840572357178, total 220.50936889648438\n", "600, ic 70.6243667602539, ic_v 133.84402465820312, bc_x0 0.00018003079458139837, bc_x1 0.864331066608429, int 7.272610187530518, total 220.3861083984375\n", "610, ic 70.5867919921875, ic_v 133.68731689453125, bc_x0 0.0001811703114071861, bc_x1 0.861198365688324, int 7.3599066734313965, total 220.24781799316406\n", "620, ic 70.53462219238281, ic_v 133.5582733154297, bc_x0 0.00018215188174508512, bc_x1 0.8576205372810364, int 7.420063018798828, total 220.0909881591797\n", "630, ic 70.46947479248047, ic_v 133.44349670410156, bc_x0 0.00018308967992197722, bc_x1 0.8535109758377075, int 7.463127136230469, total 219.9130401611328\n", "640, ic 70.39302825927734, ic_v 133.33193969726562, bc_x0 0.0001840823533711955, bc_x1 0.8487210869789124, int 7.498713970184326, total 219.71273803710938\n", "650, ic 70.30802917480469, ic_v 133.21163940429688, bc_x0 0.00018523330800235271, bc_x1 0.8430450558662415, int 7.539109230041504, total 219.49107360839844\n", "660, ic 70.2190170288086, ic_v 133.0654754638672, bc_x0 0.0001867311802925542, bc_x1 0.836281418800354, int 7.602532863616943, total 219.251708984375\n", "670, ic 70.13310241699219, ic_v 132.86672973632812, bc_x0 0.00018885779718402773, bc_x1 0.8283228278160095, int 7.715407371520996, total 219.00035095214844\n", "680, ic 70.05884552001953, ic_v 132.57936096191406, bc_x0 0.0001919925562106073, bc_x1 0.819269061088562, int 7.909773349761963, total 218.7425994873047\n", "690, ic 70.00304412841797, ic_v 132.16885375976562, bc_x0 0.00019637509831227362, bc_x1 0.809450626373291, int 8.211834907531738, total 218.48020935058594\n", "700, ic 69.96516418457031, ic_v 131.6243438720703, bc_x0 0.00020186702022328973, bc_x1 0.7993953824043274, int 8.623613357543945, total 218.20909118652344\n", "710, ic 69.93274688720703, ic_v 130.9715118408203, bc_x0 0.0002079786645481363, bc_x1 0.7897094488143921, int 9.114520072937012, total 217.91795349121094\n", "720, ic 69.88318634033203, ic_v 130.24899291992188, bc_x0 0.00021450272470247, bc_x1 0.7809386849403381, int 9.640578269958496, total 217.58428955078125\n", "730, ic 69.79393768310547, ic_v 129.45184326171875, bc_x0 0.00022219291713554412, bc_x1 0.7732760310173035, int 10.187878608703613, total 217.1686553955078\n", "740, ic 69.65049743652344, ic_v 128.484375, bc_x0 0.0002327690162928775, bc_x1 0.7662615776062012, int 10.8026704788208, total 216.6024932861328\n", "750, ic 69.43285369873047, ic_v 127.15106201171875, bc_x0 0.00024860326084308326, bc_x1 0.7588483095169067, int 11.582773208618164, total 215.75767517089844\n", "760, ic 69.07624816894531, ic_v 125.1774673461914, bc_x0 0.0002731816202867776, bc_x1 0.7503021359443665, int 12.633992195129395, total 214.39346313476562\n", "770, ic 68.43074035644531, ic_v 122.21065521240234, bc_x0 0.00031226425198838115, bc_x1 0.7416467070579529, int 14.051423072814941, total 212.11239624023438\n", "780, ic 67.3216552734375, ic_v 117.65349578857422, bc_x0 0.0003717638028319925, bc_x1 0.7356107831001282, int 16.103370666503906, total 208.4383544921875\n", "790, ic 65.85614013671875, ic_v 110.27568817138672, bc_x0 0.00044843764044344425, bc_x1 0.733822226524353, int 19.733638763427734, total 203.20819091796875\n", "800, ic 64.64897918701172, ic_v 100.55744171142578, bc_x0 0.0005905335419811308, bc_x1 0.7853143215179443, int 24.5208683013916, total 197.5863494873047\n", "810, ic 63.08369445800781, ic_v 89.75509643554688, bc_x0 0.0005981117719784379, bc_x1 0.7180641293525696, int 31.646881103515625, total 191.67230224609375\n", "820, ic 60.81685256958008, ic_v 83.59101867675781, bc_x0 0.00043562508653849363, bc_x1 0.7044849991798401, int 34.914817810058594, total 186.3719024658203\n", "830, ic 58.225284576416016, ic_v 80.16277313232422, bc_x0 0.0006391736096702516, bc_x1 0.6857402920722961, int 36.52117919921875, total 181.77304077148438\n", "840, ic 55.85630416870117, ic_v 76.14082336425781, bc_x0 0.003963687922805548, bc_x1 0.6621510982513428, int 38.727603912353516, total 177.38589477539062\n", "850, ic 53.350521087646484, ic_v 71.4932632446289, bc_x0 0.02183752879500389, bc_x1 0.659189760684967, int 39.89231491088867, total 171.54638671875\n", "860, ic 50.80653381347656, ic_v 65.79793548583984, bc_x0 0.05437525734305382, bc_x1 0.6767850518226624, int 39.890106201171875, total 163.80618286132812\n", "870, ic 46.7687873840332, ic_v 59.93022918701172, bc_x0 0.10096942633390427, bc_x1 0.6906349062919617, int 41.51765060424805, total 156.1327362060547\n", "880, ic 43.43610382080078, ic_v 56.47650146484375, bc_x0 0.1364702582359314, bc_x1 0.7084962725639343, int 40.96375274658203, total 149.32603454589844\n", "890, ic 40.44782257080078, ic_v 53.89564514160156, bc_x0 0.16824877262115479, bc_x1 0.7327200174331665, int 39.972557067871094, total 143.3257293701172\n", "900, ic 38.4572868347168, ic_v 49.576019287109375, bc_x0 0.18267427384853363, bc_x1 0.7410545945167542, int 39.74082946777344, total 137.01144409179688\n", "910, ic 36.350215911865234, ic_v 43.02465057373047, bc_x0 0.18240420520305634, bc_x1 0.7117752432823181, int 40.349143981933594, total 128.6658172607422\n", "920, ic 33.20270538330078, ic_v 35.89832305908203, bc_x0 0.17561480402946472, bc_x1 0.6762860417366028, int 39.41004180908203, total 117.03008270263672\n", "930, ic 27.476476669311523, ic_v 32.1758918762207, bc_x0 0.18565525114536285, bc_x1 0.687431812286377, int 37.039817810058594, total 105.42306518554688\n", "940, ic 24.78992462158203, ic_v 23.299522399902344, bc_x0 0.20809319615364075, bc_x1 0.6631636023521423, int 34.63121032714844, total 91.43323516845703\n", "950, ic 19.764360427856445, ic_v 9.672993659973145, bc_x0 0.17811334133148193, bc_x1 0.42901065945625305, int 23.819902420043945, total 59.32850646972656\n", "960, ic 6.474410533905029, ic_v 7.48361349105835, bc_x0 0.19815108180046082, bc_x1 0.3365422785282135, int 21.384294509887695, total 40.689266204833984\n", "970, ic 3.5601773262023926, ic_v 2.4985313415527344, bc_x0 0.252238005399704, bc_x1 0.3464612662792206, int 14.956460952758789, total 27.002172470092773\n", "980, ic 2.0769667625427246, ic_v 1.570885419845581, bc_x0 0.24198582768440247, bc_x1 0.3330641984939575, int 10.244903564453125, total 19.643266677856445\n", "990, ic 2.318394184112549, ic_v 0.4668682813644409, bc_x0 0.261245459318161, bc_x1 0.3001047670841217, int 8.04676342010498, total 16.445539474487305\n", "1000, ic 1.668897271156311, ic_v 0.4726862907409668, bc_x0 0.2640652656555176, bc_x1 0.2918946444988251, int 6.627108573913574, total 14.328301429748535\n", "1010, ic 1.6287336349487305, ic_v 0.4340059757232666, bc_x0 0.2750125825405121, bc_x1 0.28002414107322693, int 5.413339614868164, total 13.026456832885742\n", "1020, ic 1.53605318069458, ic_v 0.4351751208305359, bc_x0 0.27200132608413696, bc_x1 0.282275915145874, int 4.547487258911133, total 12.061498641967773\n", "1030, ic 1.9111502170562744, ic_v 0.46297702193260193, bc_x0 0.2744061052799225, bc_x1 0.288700133562088, int 4.024228096008301, total 12.029428482055664\n", "1040, ic 1.4096711874008179, ic_v 0.45198750495910645, bc_x0 0.27510541677474976, bc_x1 0.2773827314376831, int 3.542325258255005, total 10.928875923156738\n", "1050, ic 1.310329794883728, ic_v 0.4538710415363312, bc_x0 0.2770931124687195, bc_x1 0.27831315994262695, int 3.1586265563964844, total 10.476901054382324\n", "1060, ic 1.235836148262024, ic_v 0.45172983407974243, bc_x0 0.27856338024139404, bc_x1 0.27935582399368286, int 2.8707926273345947, total 10.137560844421387\n", "1070, ic 1.1928155422210693, ic_v 0.4464213252067566, bc_x0 0.280258446931839, bc_x1 0.2793290317058563, int 2.6397461891174316, total 9.874868392944336\n", "1080, ic 1.1555531024932861, ic_v 0.4451126456260681, bc_x0 0.281952440738678, bc_x1 0.27929115295410156, int 2.4421513080596924, total 9.65526294708252\n", "1090, ic 1.1213873624801636, ic_v 0.44378724694252014, bc_x0 0.2838168740272522, bc_x1 0.2788902819156647, int 2.27178692817688, total 9.464043617248535\n", "1100, ic 1.0897753238677979, ic_v 0.4439973533153534, bc_x0 0.2853318452835083, bc_x1 0.27836859226226807, int 2.126438856124878, total 9.29722785949707\n", "1110, ic 1.0626431703567505, ic_v 0.4434319734573364, bc_x0 0.2867615520954132, bc_x1 0.27761080861091614, int 2.0018327236175537, total 9.151642799377441\n", "1120, ic 1.0367308855056763, ic_v 0.44271957874298096, bc_x0 0.28800511360168457, bc_x1 0.2765251100063324, int 1.8959497213363647, total 9.020713806152344\n", "1130, ic 1.0126148462295532, ic_v 0.4423680603504181, bc_x0 0.28911375999450684, bc_x1 0.275519460439682, int 1.8016523122787476, total 8.902978897094727\n", "1140, ic 0.990169107913971, ic_v 0.44250670075416565, bc_x0 0.290097713470459, bc_x1 0.2745530307292938, int 1.7168784141540527, total 8.796073913574219\n", "1150, ic 0.9691452383995056, ic_v 0.4426768720149994, bc_x0 0.2909242808818817, bc_x1 0.2734835147857666, int 1.6425524950027466, total 8.698464393615723\n", "1160, ic 0.9494721293449402, ic_v 0.44334983825683594, bc_x0 0.29165568947792053, bc_x1 0.27244555950164795, int 1.575055480003357, total 8.608901023864746\n", "1170, ic 0.9310407042503357, ic_v 0.44421660900115967, bc_x0 0.2922877371311188, bc_x1 0.2713831067085266, int 1.5143648386001587, total 8.526342391967773\n", "1180, ic 0.9137700796127319, ic_v 0.4452359974384308, bc_x0 0.29282984137535095, bc_x1 0.27029865980148315, int 1.4596083164215088, total 8.449911117553711\n", "1190, ic 0.8976308703422546, ic_v 0.44646406173706055, bc_x0 0.2932969927787781, bc_x1 0.26922282576560974, int 1.409597635269165, total 8.378902435302734\n", "1200, ic 0.8839015960693359, ic_v 0.4484789967536926, bc_x0 0.29371926188468933, bc_x1 0.2683210074901581, int 1.361586570739746, total 8.31438159942627\n", "1210, ic 1.072543978691101, ic_v 0.4650857448577881, bc_x0 0.2943996489048004, bc_x1 0.27004069089889526, int 1.3572664260864258, total 8.539310455322266\n", "1220, ic 1.1672425270080566, ic_v 0.4460618495941162, bc_x0 0.29450610280036926, bc_x1 0.2615356147289276, int 1.440163493156433, total 8.613896369934082\n", "1230, ic 0.8903481364250183, ic_v 0.45136892795562744, bc_x0 0.294080913066864, bc_x1 0.26306551694869995, int 1.292778491973877, total 8.205971717834473\n", "1240, ic 0.840038537979126, ic_v 0.45218539237976074, bc_x0 0.29448777437210083, bc_x1 0.26302435994148254, int 1.2341874837875366, total 8.101545333862305\n", "1250, ic 0.8232006430625916, ic_v 0.4549739956855774, bc_x0 0.29461225867271423, bc_x1 0.26256823539733887, int 1.1983757019042969, total 8.04836654663086\n", "1260, ic 0.8156207203865051, ic_v 0.4558540880680084, bc_x0 0.2947828769683838, bc_x1 0.26187312602996826, int 1.1690704822540283, total 8.007116317749023\n", "1270, ic 0.8064759969711304, ic_v 0.45674192905426025, bc_x0 0.29490017890930176, bc_x1 0.2608032524585724, int 1.1455116271972656, total 7.9657745361328125\n", "1280, ic 0.7962351441383362, ic_v 0.456947386264801, bc_x0 0.2949354946613312, bc_x1 0.2596137225627899, int 1.125135064125061, total 7.923820972442627\n", "1290, ic 0.7877973914146423, ic_v 0.4572485089302063, bc_x0 0.29499101638793945, bc_x1 0.25835132598876953, int 1.1070929765701294, total 7.885573863983154\n", "1300, ic 0.7802603840827942, ic_v 0.4578844904899597, bc_x0 0.29497912526130676, bc_x1 0.2573413848876953, int 1.0878545045852661, total 7.849215507507324\n", "1310, ic 0.7734097242355347, ic_v 0.458737313747406, bc_x0 0.29492059350013733, bc_x1 0.25643157958984375, int 1.0686262845993042, total 7.814305782318115\n", "1320, ic 0.7668050527572632, ic_v 0.45902520418167114, bc_x0 0.2948652505874634, bc_x1 0.25539591908454895, int 1.0523450374603271, total 7.780797958374023\n", "1330, ic 0.7606863975524902, ic_v 0.45932716131210327, bc_x0 0.2947813868522644, bc_x1 0.25439831614494324, int 1.0367552042007446, total 7.748576641082764\n", "1340, ic 0.7550063729286194, ic_v 0.45961472392082214, bc_x0 0.2946628928184509, bc_x1 0.253447949886322, int 1.02177095413208, total 7.717512130737305\n", "1350, ic 0.7496159076690674, ic_v 0.4597291350364685, bc_x0 0.294524610042572, bc_x1 0.25248169898986816, int 1.0081020593643188, total 7.687521934509277\n", "1360, ic 0.7445884346961975, ic_v 0.4597984254360199, bc_x0 0.2943577766418457, bc_x1 0.2515489459037781, int 0.9950377941131592, total 7.658503532409668\n", "1370, ic 0.739864706993103, ic_v 0.4597863554954529, bc_x0 0.29416659474372864, bc_x1 0.2506316006183624, int 0.9827467203140259, total 7.6303911209106445\n", "1380, ic 0.7353931665420532, ic_v 0.4596754312515259, bc_x0 0.2939521074295044, bc_x1 0.24972593784332275, int 0.971239447593689, total 7.603099822998047\n", "1390, ic 0.7311784625053406, ic_v 0.45950785279273987, bc_x0 0.2937115430831909, bc_x1 0.24884033203125, int 0.9603479504585266, total 7.576564788818359\n", "1400, ic 0.727179765701294, ic_v 0.4592815339565277, bc_x0 0.2934461236000061, bc_x1 0.24797292053699493, int 0.9500555992126465, total 7.550718784332275\n", "1410, ic 0.7233420014381409, ic_v 0.4589613080024719, bc_x0 0.29315832257270813, bc_x1 0.24711059033870697, int 0.9404884576797485, total 7.525492191314697\n", "1420, ic 0.719796895980835, ic_v 0.4581119120121002, bc_x0 0.2928963005542755, bc_x1 0.24610531330108643, int 0.9336629509925842, total 7.501598834991455\n", "1430, ic 0.8837770223617554, ic_v 0.45154330134391785, bc_x0 0.2936038672924042, bc_x1 0.2422012984752655, int 1.009554386138916, total 7.702938079833984\n", "1440, ic 1.138522744178772, ic_v 0.47723308205604553, bc_x0 0.29086652398109436, bc_x1 0.24940122663974762, int 0.9570808410644531, total 7.975525856018066\n", "1450, ic 0.8487319350242615, ic_v 0.4699777066707611, bc_x0 0.29101720452308655, bc_x1 0.24620869755744934, int 0.9103150963783264, total 7.601295471191406\n", "1460, ic 0.7760158181190491, ic_v 0.4642470180988312, bc_x0 0.2908768355846405, bc_x1 0.24495981633663177, int 0.8924658298492432, total 7.4911065101623535\n", "1470, ic 0.731156587600708, ic_v 0.4613092839717865, bc_x0 0.29064202308654785, bc_x1 0.24364043772220612, int 0.8859983682632446, total 7.421299934387207\n", "1480, ic 0.7117994427680969, ic_v 0.45863646268844604, bc_x0 0.2905007600784302, bc_x1 0.24253377318382263, int 0.8803068399429321, total 7.381099700927734\n", "1490, ic 0.7027501463890076, ic_v 0.4574759602546692, bc_x0 0.290085107088089, bc_x1 0.2416638731956482, int 0.8768373727798462, total 7.354565143585205\n", "1500, ic 0.6980727910995483, ic_v 0.45614904165267944, bc_x0 0.2897103726863861, bc_x1 0.2409416288137436, int 0.8717789649963379, total 7.332531929016113\n", "1510, ic 0.6941447257995605, ic_v 0.45548027753829956, bc_x0 0.28927433490753174, bc_x1 0.24022220075130463, int 0.8672999143600464, total 7.311902046203613\n", "1520, ic 0.6906856298446655, ic_v 0.45484456419944763, bc_x0 0.2888208031654358, bc_x1 0.2395300269126892, int 0.8628045320510864, total 7.291854381561279\n", "1530, ic 0.6875494122505188, ic_v 0.4543815553188324, bc_x0 0.28830716013908386, bc_x1 0.2388562262058258, int 0.8585981726646423, total 7.272174835205078\n", "1540, ic 0.684748113155365, ic_v 0.4540434777736664, bc_x0 0.28775733709335327, bc_x1 0.23823951184749603, int 0.853868842124939, total 7.252640724182129\n", "1550, ic 0.6820361018180847, ic_v 0.45390570163726807, bc_x0 0.2871631681919098, bc_x1 0.23766617476940155, int 0.848858118057251, total 7.233104705810547\n", "1560, ic 0.6793500781059265, ic_v 0.4538390040397644, bc_x0 0.2865360975265503, bc_x1 0.2371135801076889, int 0.8438687920570374, total 7.213566303253174\n", "1570, ic 0.6765483021736145, ic_v 0.45379284024238586, bc_x0 0.28588777780532837, bc_x1 0.23654226958751678, int 0.8393498063087463, total 7.194003105163574\n", "1580, ic 0.6737029552459717, ic_v 0.45377838611602783, bc_x0 0.285213440656662, bc_x1 0.2359674870967865, int 0.8350884914398193, total 7.1743903160095215\n", "1590, ic 0.6708768606185913, ic_v 0.45388829708099365, bc_x0 0.28450050950050354, bc_x1 0.23541603982448578, int 0.8307676315307617, total 7.154709815979004\n", "1600, ic 0.6680017709732056, ic_v 0.4540631175041199, bc_x0 0.2837587296962738, bc_x1 0.2348630577325821, int 0.8266550898551941, total 7.134949684143066\n", "1610, ic 0.6650906801223755, ic_v 0.45432808995246887, bc_x0 0.28298234939575195, bc_x1 0.23431579768657684, int 0.8226670026779175, total 7.115078926086426\n", "1620, ic 0.6621396541595459, ic_v 0.45469415187835693, bc_x0 0.28217291831970215, bc_x1 0.23377396166324615, int 0.8187721371650696, total 7.095086097717285\n", "1630, ic 0.659147322177887, ic_v 0.4551633894443512, bc_x0 0.2813277840614319, bc_x1 0.2332371175289154, int 0.8149980902671814, total 7.074969291687012\n", "1640, ic 0.6560845375061035, ic_v 0.4557340741157532, bc_x0 0.28044968843460083, bc_x1 0.23270130157470703, int 0.8113539814949036, total 7.054693698883057\n", "1650, ic 0.652988851070404, ic_v 0.4564184248447418, bc_x0 0.2795364558696747, bc_x1 0.2321699857711792, int 0.8077839612960815, total 7.034267425537109\n", "1660, ic 0.6498196125030518, ic_v 0.4572233557701111, bc_x0 0.2785850167274475, bc_x1 0.23164255917072296, int 0.8043324947357178, total 7.013662815093994\n", "1670, ic 0.646565854549408, ic_v 0.4581305980682373, bc_x0 0.27760201692581177, bc_x1 0.23111140727996826, int 0.8010403513908386, total 6.99288272857666\n", "1680, ic 0.6431027054786682, ic_v 0.4589780867099762, bc_x0 0.27663031220436096, bc_x1 0.2304960936307907, int 0.7987216711044312, total 6.9720778465271\n", "1690, ic 0.6595242619514465, ic_v 0.45733052492141724, bc_x0 0.27633652091026306, bc_x1 0.22863057255744934, int 0.8126953840255737, total 6.9792327880859375\n", "1700, ic 1.34954035282135, ic_v 0.44844791293144226, bc_x0 0.2775340974330902, bc_x1 0.2222178429365158, int 1.037596583366394, total 7.833115577697754\n", "1710, ic 0.888015866279602, ic_v 0.4583745002746582, bc_x0 0.2749769985675812, bc_x1 0.22440756857395172, int 0.8927576541900635, total 7.233005523681641\n", "1720, ic 0.7072557806968689, ic_v 0.46115753054618835, bc_x0 0.2734355926513672, bc_x1 0.22578418254852295, int 0.8300255537033081, total 6.99064826965332\n", "1730, ic 0.648182213306427, ic_v 0.46389055252075195, bc_x0 0.2718828320503235, bc_x1 0.22652335464954376, int 0.8064967393875122, total 6.902642726898193\n", "1740, ic 0.6286255717277527, ic_v 0.4672144055366516, bc_x0 0.27052679657936096, bc_x1 0.22696392238140106, int 0.7899700999259949, total 6.8607282638549805\n", "1750, ic 0.6205132603645325, ic_v 0.46995148062705994, bc_x0 0.2692650854587555, bc_x1 0.2268928587436676, int 0.781812846660614, total 6.833868026733398\n", "1760, ic 0.616496205329895, ic_v 0.47178414463996887, bc_x0 0.26815977692604065, bc_x1 0.2266729772090912, int 0.7756264805793762, total 6.812245845794678\n", "1770, ic 0.6134412288665771, ic_v 0.4741656482219696, bc_x0 0.2669675946235657, bc_x1 0.2263648509979248, int 0.7713711857795715, total 6.792313575744629\n", "1780, ic 0.6097685694694519, ic_v 0.4763466715812683, bc_x0 0.26577630639076233, bc_x1 0.22598737478256226, int 0.768507182598114, total 6.772270679473877\n", "1790, ic 0.6057919859886169, ic_v 0.4784242808818817, bc_x0 0.264545738697052, bc_x1 0.22554469108581543, int 0.7667497992515564, total 6.7518815994262695\n", "1800, ic 0.6019131541252136, ic_v 0.4807492792606354, bc_x0 0.263261079788208, bc_x1 0.22515027225017548, int 0.7647764086723328, total 6.731564521789551\n", "1810, ic 0.5982230305671692, ic_v 0.48328226804733276, bc_x0 0.2619444727897644, bc_x1 0.224827378988266, int 0.7619317770004272, total 6.711167812347412\n", "1820, ic 0.5943866968154907, ic_v 0.48595044016838074, bc_x0 0.26065295934677124, bc_x1 0.2244502454996109, int 0.759325385093689, total 6.690706253051758\n", "1830, ic 0.5903376340866089, ic_v 0.4885737895965576, bc_x0 0.2593989968299866, bc_x1 0.22400234639644623, int 0.7572364807128906, total 6.670173168182373\n", "1840, ic 0.5863065123558044, ic_v 0.4913473129272461, bc_x0 0.2580975294113159, bc_x1 0.22361132502555847, int 0.7548057436943054, total 6.649560451507568\n", "1850, ic 0.5820897817611694, ic_v 0.494118869304657, bc_x0 0.2567804455757141, bc_x1 0.22321662306785583, int 0.7526772022247314, total 6.628868579864502\n", "1860, ic 0.577803909778595, ic_v 0.49694448709487915, bc_x0 0.25545480847358704, bc_x1 0.2228299081325531, int 0.7504969239234924, total 6.608104705810547\n", "1870, ic 0.573370099067688, ic_v 0.49977123737335205, bc_x0 0.254129558801651, bc_x1 0.2224334329366684, int 0.7484744191169739, total 6.587257385253906\n", "1880, ic 0.568810760974884, ic_v 0.5025848150253296, bc_x0 0.25279197096824646, bc_x1 0.2220461219549179, int 0.7465375065803528, total 6.566325664520264\n", "1890, ic 0.5640963315963745, ic_v 0.5053656101226807, bc_x0 0.2514568865299225, bc_x1 0.22165212035179138, int 0.7447336912155151, total 6.545297622680664\n", "1900, ic 0.5591707825660706, ic_v 0.5080400705337524, bc_x0 0.2501327395439148, bc_x1 0.22123587131500244, int 0.7432730197906494, total 6.524181842803955\n", "1910, ic 0.5546616911888123, ic_v 0.5098012089729309, bc_x0 0.2490546703338623, bc_x1 0.22047048807144165, int 0.7449785470962524, total 6.50470495223999\n", "1920, ic 1.006090760231018, ic_v 0.49924784898757935, bc_x0 0.2524448037147522, bc_x1 0.21334652602672577, int 0.8460139036178589, total 7.009277820587158\n", "1930, ic 1.0568101406097412, ic_v 0.5303308367729187, bc_x0 0.241984561085701, bc_x1 0.2280583530664444, int 0.725543200969696, total 7.013124942779541\n", "1940, ic 0.6933075189590454, ic_v 0.5256692171096802, bc_x0 0.24056531488895416, bc_x1 0.22612838447093964, int 0.7305958867073059, total 6.61652135848999\n", "1950, ic 0.5670735239982605, ic_v 0.5243234634399414, bc_x0 0.2411508709192276, bc_x1 0.22263821959495544, int 0.7369303107261658, total 6.4662299156188965\n", "1960, ic 0.5352879166603088, ic_v 0.5234137773513794, bc_x0 0.24188004434108734, bc_x1 0.2204645574092865, int 0.7320538759231567, total 6.41421365737915\n", "1970, ic 0.5268761515617371, ic_v 0.5250150561332703, bc_x0 0.24145403504371643, bc_x1 0.21919991075992584, int 0.7322866320610046, total 6.3907294273376465\n", "1980, ic 0.5211455821990967, ic_v 0.5256251692771912, bc_x0 0.2405603975057602, bc_x1 0.2187107652425766, int 0.7322027683258057, total 6.371696949005127\n", "1990, ic 0.5159949064254761, ic_v 0.5269051790237427, bc_x0 0.23930110037326813, bc_x1 0.2185041606426239, int 0.732078492641449, total 6.353043079376221\n", "2000, ic 0.5106463432312012, ic_v 0.5282620191574097, bc_x0 0.23818425834178925, bc_x1 0.2182014286518097, int 0.7316046953201294, total 6.334381580352783\n" ] } ], "source": [ "with tf.device(\"cpu:0\"):\n", " opt = keras.optimizers.Adam(learning_rate=0.002)\n", " fit(model, x_input, c, 2000)" ] }, { "cell_type": "code", "execution_count": 70, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.\n", "INFO:tensorflow:Assets written to: wave_shifting_c0.5_1000_5_10_1/assets\n" ] } ], "source": [ "model.save(\"wave_shifting_c0.5_1000_5_10_1\")" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:No training configuration found in save file, so the model was *not* compiled. Compile it manually.\n" ] } ], "source": [ "model = tf.keras.models.load_model('wave_shifting_c0.6_100_10_1')\n", "dx = 0.02\n", "dt = 0.02\n", "time_span = 2.\n", "x_end = 1.\n", "num_p_row = 51\n", "epoch = 10\n", "c = 0.5\n", "x_input = tf.constant([np.asarray([x, t]) for t in np.arange(0, time_span+dt, dt)\n", " for x in np.arange(0, x_end+dx, dx)], dtype='float32')" ] }, { "cell_type": "code", "execution_count": 68, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 282 }, "id": "L4SWFc_UcdCX", "outputId": "4af0232f-0b56-4bd5-8b83-ac446971ce96" }, "outputs": [ { "data": { "image/png": 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3fO/TAD4NAENDQ9wjjzxS9WLLceHCBUh9H6Qy9Jiok1KPy+duD6OjeROPPvqw7Pe9n57Ac8gVODzyyAOK3D89V9SJHhf1UfoxKed0m3srgwSGYcwAXg1gXOJ1EULq3GI0pbrj/wKf00I1SYSQfZVTk9QK4EmGYa4BuAi+Junr0i6LEFLvFiMp1Z1sE/gazQjG08jmWaWXQghRsXJOt10DcFaGtRBCDohkNo9IMqe6om1Bu9MMjgNWYml0NFuUXg4hRKWo4zYhRHTCVpbajv8LhG3ABRp0SwjZAwVJhBDRCY0a1ZpJEtZFdUmEkL1QkEQIEd2SECSpNJPU6uSP/lOvJELIXihIIoSILhhLQ8PwjRvVyKjTosVuLAZzhBBSCgVJhBDRhRJZNFkN0GrU1URyO7fdiFA8o/QyCCEqRkESIUR04UQGzVaj0svYk8tmxNpmVullEEJUjIIkQojowokMXHaD0svYk8tmRJgySYSQPVCQRAgRXTiRgcum8kyS3YBwIotK5lcSQg4XCpIIIaJbS2RVHyS5bUZkCyw20nmll0IIUSkKkgghokpm80hmC6oPkoT1hRO05UYIKY2CJEKIqMJxvhjaZVN3TVLz1vqoLokQshsKkgghogptZWbqJ5NEJ9wIIaVRkEQIEVW47oIkyiQRQkqjIIkQIqq1rcyM2lsANFkN0DAUJBFCdkdBEiFEVELQofZmkloNgyargYIkQsiuKEgihIgqnMjAYdbDoFP/y4vLZkQoTjVJhJDS1P8qRgipK+FEpnhyTO1cNiNlkgghu6IgiRAiqnBc/Y0kBS4bbbcRQnZHQRIhRFThRAbuugmSjMVCc0II2YmCJEKIqPi5bXWy3WY3IpUrYDNDo0kIIfeiIIkQIppMvoCNdL6OttuoVxIhZHcUJBFCRHOnR1K9BElbo0koSCKElEBBEiFENHd6JNXJdttWJonaABBCSqEgiRAimuJIkjrJJLnttN1GCNkdBUmEENEIw2Lr5XRbk5W22wghu6MgiRAimnoZbivQazVwWvQUJBFCSqIgiRAimnA8C6tBC7NBq/RSyuayGRGmmiRCSAkUJBFCRMOPJKmPLJKAum4TQnZDQRIhRDT11EhSQPPbCCG7oSCJECIaPkiqt0ySsVhwTggh21GQRAgRzVoiWzfH/wVuuxGJTB7pXEHppRBCVIaCJEKIKPIFFuvJbB1mkqgNACGkNAqSCCGiWE9mwXGoy5okALTlRgi5BwVJhBBRCMfo6y+TtBUkxSmTRAi5GwVJhBBR1FsjSYGLRpMQQnZBQRIhRBR3gqT62m5rptEkhJBdUJBECBHF2lZNT72dbjPptbCbdFSTRAi5BwVJhBBRhBMZGHQa2I06pZdSMZfNiBBlkgghO1CQRAgRRSiRgctqAMMwSi+lYi6bgQq3CSH3oCCJECKKcB02khTQaBJCSCkUJBFCRBGO199IEgGNJiGElEJBEiFEFGub9TfcVuCyGRFL5ZDNs0ovhRCiIhQkEUJqxrIcP7etXjNJdj64W9ukLTdCyB0UJBFCahZL5ZBnOTTXa5BU7LpNW26EkDsoSCKE1KxeG0kKikESZZIIIdtQkEQIqZnQY8hdp5kkN81vI4SUQEESIaRm4Trtti0QapLohBshZDsKkgghNVur0+G2AotBB4tBS72SCCF3oSCJEFKzcCIDrYaB06xXeilVo4aShJCdKEgihNQsHM+iyWqARlN/I0kELpuBgiRCyF0oSCKE1CycqN9u2wKXzUgtAAghd6EgiRBSMz5Iqs/j/4Jm2m4jhOxAQRIhpGbhRLZuj/8L3DYD1pNZ5As0moQQwqMgiRBSE47j+ExSnR7/F7jsRnAcsJ6kLTdCCI+CJEJITRKZPDJ5Fs3W+t5uo9EkhJCdKEgihNSk2EiyzrfbikES1SURQrZQkEQIqUlxblu9b7fZhK7bFCQRQngUJBFCaiLMO6v3021CkLdGo0kIIVsoSCKE1CS8yQcV9X66zW7UwaDTUCaJEFJEQRIhpCZCJqmxzgu3GYaB22ZEiIIkQsgWCpIIITUJJzJotOih19b/ywk/moS22wghvPp/VSOEKOogjCQR8KNJKJNECOFRkEQIqUk4kT1YQRJttxFCtlCQRAipyUHoti1w2Q1Y28yCZTmll0IIUQEKkgghNVlLZOv++L+g2WpEgeUQTeWUXgohRAUoSCKEVC2dKyCRyR+c7TY7dd0mhNxBQRIhpGqhA9JIUlDsuk3F24QQUJBECKlBcSTJAckkCQ0xqVcSIQSgIIkQUoODMtxWcGfILfVKIoRQkEQIqcHaARluK3CY9dBpGKpJIoQAoCCJEFIDIZhorvORJAKNhkGzzVAM/gghhxsFSYSQqoUTWdiNOpj0WqWXIhq+oSRttxFCKEgihNQgdIAaSQqo6zYhREBBEiGkauF45sAc/xfQ/DZCiICCJEJI1Q7ScFuBy25AOJEFx9FoEkIOOwqSCCFVW9s8OMNtBW6bEdkCi410XumlEEIURkESIaQquQKLaDKH5gO43QbQaBJCCAVJhJAqrR2wRpKCYpBEdUmEHHoUJBFCqnLQRpIIhMwYtQEghFCQRAipijDfzG2n7TZCyMFEQRIhpCoHdbutyWqAhqEgiRBCQRIhpErFkSQHLEjSahg0WQ0UJBFCKEgihFQnHM/ApNfAajg4I0kELpsRoTjVJBFy2FGQRAipitBIkmEYpZciOpfNiLVNyiQRcthRkEQIqUo4cfAaSQpcNtpuI4RQkEQIqdJBHEki4Oe30XYbIYcdBUmEkKrwmaSDdfxf4LIbkcoVsJmh0SSEHGYUJBFCKlZgOaxvHuxMEkBtAAg57ChIIoRULJLMguVwcDNJxa7bFCQRcphRkEQIqVhxJIn9YGeSqA0AIYcbBUmEkIoJRc0HdbvNbaftNkIIBUmEkCoc1OG2giYrbbcRQihIIoRU4U6QdDBrkvRaDZwWPQVJhBxyFCQRQioWTmSh1zJwmPVKL0Uy1CuJEEJBEiGkYuFEBs3WgzmSREBdtwkhFCQRQioWTmTgsh/MrTaBy2akIImQQ46CJEJIxQ7ySBKBy2bEWoK22wg5zChIIoRUbC2RRbP1YAdJbrsR8Uwe6VxB6aUQQhRCQRIhpCIcx2EtkT0E223UBoCQw46CJEJIRTZSeWQLLNyHYLsN4E/yEUIOJwqSCCEVCR3wRpKCYpAUp0wSIYcVBUmEkIoc9G7bAheNJiHk0KMgiRBSkTvDbQ92TVIzjSYh5NDbN0hiGOYIwzBPMgxzk2GYMYZhflOOhRFC1Ek4Fn/QT7eZ9FrYTTqqSSLkENOVcZs8gPdwHHeZYRg7gEsMw3yX47gbEq+NEKJC4UQGGubOENiDzG0zFmuwCCGHz76ZJI7jljmOu7z1f8cB3ATgk3phhBB1CicyaLIaoNUc3JEkgmabgQq3CTnEKqpJYhjmKICzAF6QZDWEENULxbMHvmhbQKNJCDncGI7jyrshw9gAPAXgTziO+1KJ778bwLsBwOPxnP/85z8v5jrvkUgkYLPZJL0PUhl6TNRJ7Mflj55LwawDfvs+s2jXVKt/vpHBC8t5/O9XWUW9Lj1X1IkeF/WR6zF59NFHL3EcN7Tz6+XUJIFhGD2ALwL411IBEgBwHPdpAJ8GgKGhIe6RRx6pfrVluHDhAqS+D1IZekzUSezH5f0vPoHTRxrxyCNnRbumWo3kJ/HEfAAPvPwhGHTiHQam54o60eOiPko/JuWcbmMA/F8ANzmO+6T0SyKEqFn4MG23bbU5WN+kE26EHEblfDR6EMDPAHglwzBXt/73eonXRQhRoc1MHqlc4fAESTZqKEnIYbbvdhvHcT8EcPCPsRBC9nWn2/bBP/4P3AmSqA0AIYcTddwmhJTtTrftw5FJctP8NkIONQqSCCFlC8X52hz3YdluswujSagmiZDDiIIkQkjZ1jb5jErzIdlusxh0sBi0VJNEyCFFQRIhpGzh+OGY27YdNZQk5PCiIIkQUrZwIgOHWS9qzyC1c9kMFCQRckgdnlc6QkjNghtptBySom1Bi92E4AYFSYQcRhQkEULKFtxIw+swKb0MWXkdJqzE0kovgxCiAAqSCCFlW46l4W04fEFSIpNHPJ1TeimEEJlRkEQIKUu+wCKcyKD1kGWShN83uEHZJEIOGwqSCCFlCSUyYDnAc8iCJM9W5mwlRnVJhBw2+44lIYTUqUIe+I9fh2/TBuCRmi+3vFWXc9i224RM0nIspfBKCCFyoyCJkIPqmT8HRj6HXgC49hJg4G01XS4oBEmHNJNE222EHD603UbIQbR4GbjwEeDEmxFxngK++qvA3LM1XfKwZpJMei0aLXqsiBUkjX8DJ8b+DMhuinM9QohkKEgi5KDJJoEvvRuweYAf+QuMnfxdwNkJfP6ngfBU1ZcNbqRh0GrQZD0cI0m28zSI1AZg5ingCz+HltCzwA//vPbrEUIkRUESIQfNdz8ArE0Cb/4UYG5EXm8D3vEFgNECn30bsLlW1WVXNtLwOIxgGEbkBatfq8NUeyZpeQT4/DuAph6EXC8FnvlLYH1GnAUSQiRBQRIhB8nk94CL/wd46a8B3Y/c+XpTF/D2zwGxReDzbwdylb/hH8YeSYKaG0quzwD/8uOA2Qn8zJcw2ftuQGsAvvV7oq2RECI+CpIIOSg21/jao5YTwKs+cO/3j9wPvPVvgdsvAF/5FYBlK7o8323bLNJi64u3wYxwIotsvrL/ZgCAxCrwmbcCbA5455eAhjZkjc3Aw+8DAt8EAt8Rf8GEEFFQkETIQcBxwNd/E0iuA2/9NKDfJeNz8i3Aqz8IjH0JeOJDFVye28okHa65bQKvg/+9Kz7hlokD//rjQHwF+OkvAG7/ne+95FeA5l7gW78D5KkHEyFqREESITt88tIn8Uvf/SVkCnX0xnX1s8DNrwGv/B+A9/Tet33wN4HzPwf88JPApX8q6/LRZA7ZPHt4M0lbv3dFQVI+w9cgrVwHfuKfgSP33f19nQF4/M/4rbjn/krE1RJCxEJBEiHbfG36a/iH6/+AZ5eexSeGP6H0csoTmQW++TtA54PAA/91/9szDPD6jwM9rwS+/lvA9BP7/ohQtHxoa5IahIaSZQZJLAt8+ZeBW08Bb/rfgP+1pW937FVA/xuBH3ycrxcjhKgKBUmEbJmKTOFDz38I5z3n8Y7j78Dnxj+H7819T+ll7Y0t8G/GDAO85W8Ajba8n9Pqgbf9E+DuB/7tZ4HgjT1vvnJIG0kKvJXMb+M44Nu/y29pvvqDwJm373371/0pwLHAd/6HCCslhIiJgiRCACRzSbznqffArDPjYw99DO85/x6caj6FDzzzASzEF5Re3u6e+Utg/jng9R8DnB2V/aypAXjHvwF6C/DZn+DrZnZRzCQd0iCpwaSDWa8tL5P0wz8HXvgb/oThg7+5/+0bO4GX/xYfVN36Qe2LJYSIhoIkcuhxHIc/ev6PMLsxi48+9FG4LW7otXp87OGPAQDe94P3IVfIKbzKEpZHgCf/FDjxZmDgJ6u7hqMd+On/xxd8f/2/7X5XsTQYBmixH87CbYZhyuuVdOVfgO9/EDj9NuC1f8xn+Mrx4G/yQe43fwdQ498aIYcUBUnk0PtC4Av4xsw38KuDv4qXtL6k+PV2ezs++OAHMRoexV9e/ksFV1hCLgV88RcBSzPwxj8v/824lLYzwNl38rVJ+WzJmwRjabhsRui1h/clY9+u21PfB/7jN/harzd9CtBU8N9KbwZe92Fg9QZw8e9qXywhRBSH9xWPEAA31m7gIy9+BA+2PYhfHPjFe77/ms7X4Kf6fgr/dOOf8NTtpxRY4S6+94dAeILvqm1pqv163Q8D+RSwOFzy28sbh7eRpKB1v4aSz38KcPiAn/gMf3KtUv1vAHpexWcHE6vVL5QQIhoKkogokpevwPm//gq5YFDppZRtI7uB91x4D5pMTfjwKz4MDVP66fDe+96L/qZ+/P4zv4+Vzd3rdmSTWAVe+Ftg6Bf401Fi6HwQYDS71sQEY+lDW48k8DhMCG6kwbLcvd/MZ/gBwv7HAaOtujtgGL4lQC4FfO+DtS2WECIKCpJIzQrRKBZ/67dgHBvD4nveAy6fV3pJ++I4Du//4fuxsrmCjz/8cTSaGne9rVFrxMce+hhyhRx+5we/gzyr8O839wwADjjz0+Jd0+wEWgf5AawlrFAmCa0OE/Ish7XNEluSCxeBXJLPyNXC1Qu87FeBq/8CLJTO6qlJcDOIpcSS0ssgRDIUJJGacByH5fe/H/n1dWy+7rVIDV9C6K/U3xjvMzc+gyduP4HfOv9bONNyZt/bH3UcxQde9gFcXr2MT139lPQL3MvsM4Deygc1Yup6iH+zz27e9eVUtoBYKkeZpK0gseSW28xTfCbu6Mtrv6OHfhuwtwL/+d6KR8fIaT29jrd/4+14+zfejkg6ovRyCJEEBUmkJtF/+wLi3/0eWv6//w+Jt7wFjh//Maz97aeR+OEzSi9tV1dXr+LPL/05XtXxKvzMiZ8p++fe0P0G/Fjvj+HvRv8Ozy4+K+EK9zH3LD+HTasX97pdD/Pzxeafv+vLh72RpKB1K0gsecJt5gLgOw+YHLXfkdEOvOZDwNIV4Mpnar+eBFiOxe/98PcQy8Swkd3Ah1/4sNJLIkQSFCSRqmWmpxH88IdhfeABNP2XnwMAeH//92E8dgxL73sfckH1FZ9G0hG896n3wmv14o8e/CMwFZ4K+537fwc9zh787g9/F6FkSKJV7iG5DqyO8TVEYut4KaDR31OXtBxLATi8PZIE3mImKXX3N9IbwOIlPsgUy+kfBzoe4Av00zHxriuSfxz7Rzyz+Azed9/78EsDv4Rvzn4T35//vtLLIkR0FCSRqrCZDBbf815ozGa0fuTDYLaOO2vMZvj+4s/BplJYeu97VVWfxHIsfvfp30UkHcEnHvkEGgwNFV/DrDPj4w9/HMlcEv/96f+OAluQYKV7ELI8RyUIkgxWoP0+fpTGNsFD3khS0GwzQqdh7s0kzT0DcAWg+xHx7oxh+Dl8qfVd68SUcnX1Kv7n5f+J13S+Bj/R9xP4hdO/gP6mfnzouQ8hllFfQEdILShIIlUJffKTyIyPo/VP/wT6lpa7vmfs6YH3Dz6A5MWLCH9K4fqdbf7++t/jmaVn8Dv3/w5ONJ+o+jo9zh783kt+Dy+uvIhPj35axBWWYe4ZQGsE2s5Jc/2uh/gmlak7NSYrMX7Q72HfbtNqGLTYjfd23Z65AOjM/BaomNrv4687/5y4161BLBPD+37wPnitXvzhA38IhmGg1+jxoQf5AOkjL35E6SUSIioKkhSUzxbww3+fRHghofRSKpL4wQ+w/k//jMZ3vhP2Rx8teRvnm98Mx1vfivBf/w02n1WwfmcLx3H43Pjn8KDvQbzN/7aar/fmY2/G67tej78d+VtsZDdEWGGZ5p4B2ocAvUQBS/fD/ByxuTuP2UosBbtJB6tRJ8191hHvVhuAu8xcADpfBuhE7kauM/CP9Zzyzx+Afw594JkPIJQK4eMPf/yuTGx/Uz/eNfAufH3m6+rqJ0ZIjShIUtBzX57GyPdu45t/cw2ZlHq2pfaSD4ex9Lu/B6Pfj5bffu+et/X+j9+Hoacbi7/9PuRWla1Puh2/jdXkKh5tf7TiOqRSGIbBj/X+GApcAVdXr9a+wHJk4nyWR4p6JIFviM9ebKtLouP/d3gdprszSRvLQGhc3K227TpeBqxc4x97hX12/LP8idBzv4VTrlP3fP/dp9+N3sZe/NFzf0TbbuTAoCBJIfNja7j25AI6TzUjvp7BU/86Do4r0aRORTiWxdJ//12wiQR8n/g4NMa9PzlrLBa0/8VfgE0msfTb7wNXkLl+Z5vhIN9z5j7vfaJd87T7NHQaHS4FL4l2zT3Nv8BneTofkO4+dAY+K7KtDmaFGkkWeRvMWIml7zxXhWBSqiCp82X8Y75wUZrrl2lsbQyfGP4EHm5/eNcToXotv+22ll7Dxy5+TOYV1oZjWYT/+q+hm5tTeilEZShIUkAqkcX3/+kmmtqseOzdp3D/G49icngVN59dVnppe1r/53/G5g9/CM9//x0Ye3vL+hnjsWPwvv/9SL7wAsKf+muJV7i74ZVhNJma0OXoEu2aZp0Zp5pPyRckzT0DaHTi177s1PUQELpZHI1BmaQ7vA4jktkC4pmtzO/MBcDcBHhOS3OH7ffx/ZfmlKtLSmQT+O2nfhtNpib88YN/vGcm9mTzSfz8qZ/HV6e/iqcXnpZxlbVZ+7v/i9Bf/k84//bTKCTqq/yBSIuCJJlxHIcnPzOOdDKH1/z8CegMWpx77Ch8fiee/n8BrC9v7n8RBaRv3MDqJz4J26teBedP/VRFP+t861vgePObEf7Up7D5nPwv9hzHYTg4jPOe86JstW133nMeY+ExpPKp/W9cq7lngbaz/Ck0KQlH2W/9APkCi1A8Q5mkLV6HGQA/pgUcxwdJXQ9VNsy2EkY74B1QrHib4zh88LkPYimxhI8+9FE4Tc59f+aXB38ZPY4efPC5DyKeVX6bcD+pq1cR+su/hPncOWgiEaz+2UeVXhJRkboMkjLJJPKppNLLqMrNZ5ZxaySMl76pB652OwBAo2Hw6v9yEjq9Ft/5uzHkc8ptS5XCJpNYfM97oWtsROsff6iqQMP7gffD0M3XJ+VD8vYXWkwsYnlzWdStNsF5z3nkuTyuha6Jfu27ZJN8Lx4pt9oErYOA0QHcegqhRAYsR8f/BUJGbTmWBtamgPiSdFttgs4H+O22fIlxKBL74uQX8a3Zb+HXzvwaznnKO1Fp0BrwoQc/hFAqhE8Mf0LiFdamEI9j8T3vhd7rxZG/+WskX/MaRL/wBSSe/qHSSyMqUXdBElso4PMf+G3c+v5/glNxy/5SosEknv63ANr7G3HmVUfu+p6t0YhX/exxrC0m8OwXpxVaYWnBD38E2dlZtH30z6Br3H3G2V40Fgt8f/5JsIkEFmWuTxLqkYY8Q6Jf+0zLGWgYjfRbbovDfDdsKYu2BRotP17j1g+KIzhou413V9ftmQv8F2ud17afjpcB+TSwfFXa+9khEAngIy9+BC9rfRl+4fQvVPSzp92n8bMnfxZfnPwinl1Sx+m8nTiOw8of/AFyKyto+/jHoG1oQOJH3ghDTw+W3/9+FOLqz4IR6dVdkKTRanHmdW/Axu1ZDH/jK0ovp2yFAovv/sMNaHUavOpnj4PR3JuNOTrgwsAr2zF6YQEzVxXo5lxC/MIFRL/wBTS/612wvvSlNV3L5PfD83u/i+TzzyPxlHzHhIdXhuE0OtHj7BH92naDHX2NfdIHSXPPAmD4rthy6HoIiMwitjQFgDJJgpYG/rDCSmwrSHJ2AI3i1bmV1PEy/l8ZWwEkc0m896n3wqa34U9f8afQMJW/VfzamV/D0Yaj+MNn/xCbOfWVEcS+9CVs/Oc34f6N34Dl7Fn+i3o92j78p8ivriL4Eer5ROowSAKAgVc/Dmd3L374uX/C8tSE0sspy/A3ZrE6u4FH3tEPW+PubzgPvOUYXEdseOIzN5GIlJgRJbONr30dWrcL7t/4r6Jcz/nmN4MxGpF84UVRrleO4eAwhjxDVb3Ql+O85zxGQiPIFXKSXB8AX7TtPS3ObLBydD0EANDO89sOlEniGXVaNFsNCMY2gVtP81ttIte53cPmBpp775mpJ6WPXvwoZmOz+MhDH4HL7KrqGkatER968ENY2VzBJ4c/KfIKa5OZnsbKH/8JLC97KZp/8V13fc88MIDmd70LsS9+SdYPc2IJ3Y7jK39+GZEV9QWm9agugySGYdD5yOtgbWzCN/7yo8gk1f3HsDwVxaVvzqL/pV4cO9+y5221eg1e965TKOQ5fPfvb4BllWsLwHEcksPDsN53Pxi9OMNUGYMB5jNnkBweFuV6+1lOLGMxsYghr/hbbYIhzxAyhQzG1sakuYN8Frh9UZ6tNkHLccDqRmPwORi0GjRZDfLdt8p5GkwwhUaBTEz6eiRBx0v54m0ZSgyyhSy+PvN1/Jj/x/DS1toyl2dazuBnTvwM/i3wb3hh+QWRVlib4kglkwltH/mz4kil7Vy//msw9h7D8vs/gEKsfno+ZdN5fPv/XMfiRBTf+8ebYAv1VZKiRnUZJAGAzmjCG37jfdgIh/DdT/+VansMZVN5fPcfbsDebMIrftJf1s84PRY8/HY/lib54EopuYUF5INBWO4TN8CwDA0hffOmLEdtpaxHEpz1nL3rvkS3dAXIp6SZ17YbhgG6HsKR2DA8DQbRTwXWs1aHCUciW5lQMYfa7qXzASAd5RtXSmxsbQyZQgYv971clOv9+tlfR4e9A3/8/B+r4nV69WMfR2Z8HG0f+TD0ntIfWjUGA1o//BHk19YQ/HD9bLs9/fkANkIpDLyyHauzG7j6vdtKL6nu1W2QBAC+vuN48CfeiYnnnsb1J7+r9HJKevr/BZBYT+PVP3cCBnP5Yx36X9oK/0s8uPj1W1iajEq3wD0kL/Jv+pYhkYOk+4YAlkXqyhVRr1vKcHAYDYYG9DaW19epGk2mJnQ7unE5eFmaO5h7hv9XqE2RS9dDcOTXcM4alvd+Vc7jMOFE+jLfG8la3VZUxYTHfl76uiShvu5cizjzAc06M9554p2Y3ZjFQmJBlGtWK/7Ek4j8y7+g6Wf/f7A9vHeAaz51Es3v/kXEvvIVxJ94UqYVVm/ihRWMP7+C868/ipe/rRfdZ9x48Wu3VNtWpl7UdZAEAPe/6cfRcfoMnviHv8XawrzSy7nL1KVV/o/28aNoPeas+OcffnsfGlxmfPfvx5DelLDeZRfJ4WFonU4YesQteDYPDgI6XTEIk9LFlYs47zkvWT2S4LznPK6sXkGBleDU3twzgLtfvjdkwVZd0oOaG/Ler8odsQKD3DjyRx+S704bjwL2VlmaSg4Hh9Hj6EGjqbqTrKUImdzhFXm22UvJBYNY/r3fg/HEcbjf856yfsb9K78CY18fVv7gD1CIRqVdYA1ioSSe+uwEWo85cN/rj4JhGDz0dj90Rg2e+OebipZt1CKbSiITiyq6hroPkhiNBo//2n+D3mTC1//iz5DLZpReEgAgEUnjwr+Oo+VoA4becLSqaxhMOrz2XSeR3MjiiX++KXuqOjk8DPPQ+ZJ79rXQmM0wnzoleV1ScDOI2/Hbkm61Cc57ziORSyAQCYh74UKeH0ciZz3SFs55FAucCwO5q7Lft5qdKNyAkcljvUXGzB7D8Nmk+ef4JpYSKbD8LMLznvOiXrfH2YNGY6N0W9L74AoFLL33t8Fms/B94hPQGMqrsWMMBv60WySClT/9U4lXWZ1CnsV3/m4MGi2D1/z8SWi0/Ou11WHEQz/pR/DWBkbqdNvtiX/4W9z8988glVCuHUPdB0kAYGtswuO/9t8Qvj2Hp/75/yq9HHAsh+/9400UChxe819OQKut/j9zS2cDXvaWHtwaCWP8uRURV7m3XDCI3Py86FttAst9Q0iNjoJNS3eCr1iPJGHRtkB4UxG9FUBwFMjG5WkiuUMsncezhZPoil+WpWC4XnTHh5HltJi3n5H3jjsfADYWgZh0b3gTkQls5jZFD5I0jAbnPeflG+Gzw9qnP43kxYvwvv/9MHZV1rLBdOIEXL/8y9j4j68h/r3vSbTC6r3w1RmszsXx6M/0w9509ynU3vs86Bp04YX/mKm70243n3kKY099Hy2nz8Jssyu2jgMRJAFA15nzGPqRt2Lku/+JwAvPKLqWhUAEixMRPPhjx+D0WGq+3uArj8DpsWDqUlCE1ZVHyPJYhsTvUs1fdwjI5ZC6OiLJ9QF+q82u5/sYSc1r9cJn84n/JjC79besQCZpOZbGs+xJGPMbfLBGAADu0PO4wvViMSnzy6fQI0vCLbdiPVKZ3bUrMeQd4rvfJ+SdUZm8fBmhv/rfaHjjG+F485uquobrl94N4/HjWP7DDyIfiYi8wurN31jDle/O4+RDPvScvbcInWEYPPzTfdAZ6mvbLba6gu/9n/+NNv9xtA7J/wFxuwMTJAHAy3/qZ+A95sd3/uZ/IrYqX0Cx01IgCkbDwH+/R5TrMRoGvr5GLE/HZPsjTw4PQ2O1wtQvTYBhPncOYBhJt9wuBS/hnOcctBqtZPexnfBJWdRt0blngaZuoKFVvGuWaWWDD5IA3Jl2f9gl12EMjeKZwikEN2TuY9Zygh8XI2Hx9uXgZfhsPnitXtGvXaxLknHLjU2lsPje90Lf1gbvH/5B1ac0ma0mk4VYDME//hORV1md5EYW3/tHflD6y3/82K63szqMeMVP+rEys4FrT6h/240tFPCN//VxAMDr/+t7RS/3qNSBCpK0Oj3e8BvvA8dx+Mb/+hgK+bwi61iajMJ9xAaDqfzTbPtp63Ugly5gbUGeCdWp4WGYz50DoxPvd9hOa7fDeLxfsiAplAxhdmNWlnokwZBnCJFMBLdit8S5IMvyb4gKbLUBfFfpVTQi19gLzNRfUz1JzD4NBhwuaQf4+W1y0miBjpdIlkniOA6XgpdE32oT9Db2osHQIGuQlBy+hPzSMjy/97vQ2mw1XcvU3w/3r/4KNr7xDWx85zsirbA6HMvh+/94A9lUHq9910noDHt/EPTf78HRARee/+oMokF1zz197t8/i+XAOF7zi78GR4s4iYZaHKggCQCcHi9e8+5fx3JgHM/9+2dlv/9CjkXw1gZae52iXrdt63ScHO0A8pEIMpNTktUjCSxDQ0hdvQouK/7gTmHbQIqhtrsR3lxEexMIjQOpiCJbbQAfJDEMoOl5iM9oSdlRvF7MXAAMdoQaTsqfSQL44u3wBLC5Jvqlb8VuIZKJSPbBQsNocM5zDhdXLkpy/VKSw8OAVgvr/feLcr3md70Lhq4uRP7lX0W5XrWufu825m+s4+Vv60Vz2/7BH8MweOQdfdDp1b3tdvvGKJ7/8r/h5MOvRv+DMvUg28eBC5IAoP+Bh3D6la/FC1/5AuauXZX1vlfnNlDIs8WgRiy2RhMaXCYsTUVFvW4pqUt8gCF2E8mdLEND4NJppMbE71R9ceUirHor+pqkr0cSHLEfgdvsFq8uSeiPpGAmyWUzQtv9MJDbBBYl6gNVT2YuAEcfhNtpkz+TBNz5W5gXP5skBPdSZZIAPtt6O34bwU15yiGSl4ZhOnkSGqtVlOsxej1sDz2E1MgI2IwyJ6mDsxt4/ivT6DnrxslXtJX9c1aHEa/4iV4sT8cw+qSy/apKSSXi+M+/+gQava145c//ktLLKTqQQRIAPPpz70ZTqw9P/tOnZb1fIYgRO0gSrrk8FZW8FUDy4jAYoxGmU6ckvR8hUyXFlttwcBhnW85Cp5Fmu7AUhmFw3nMew8FhcR6juWeAhnbA2Vn7taqwspHmZ7YdfQUAhuqSovPA+gzQ/Qi8DWYElQiS2s4CWqMkQdLl1ctwmV04Yj8i+rUFwklTObbc2EwG6WujsJwXN+izvOR+cJkM0teuiXrdcmRTeXzn/47B4jDgkXf2V1xj5X+JF0dPN+P5r0yratuN4zh892//F5LRKN7wG++DwWRWeklFBzZI0htNOPXoa7C2MI/NqHynEZYmo2hqs8JkE2fW2XatvU6k4jnJ/7iTw8MwDw6W3UukWrqmJhh6ekQPktZSa5iJzchajyQ47zmP1eQqFhOLtV2I4/gtrs4HpB+guovgRhqeBhNgaeKH69465HVJQl1W9yPwOowIxjMoyL1toTMCvvOiB0kcx2F4ZRjnPeclHUHT39gPm94mS5CUHh0Fl82KP1bp/HmAYbB5Ub5tQ8FTn59APJzCa37hJEzWyt9j+G23fmj1GjzxmZvgVLLtNvr9b2PyxWfx8p/6GXi6dy9CV8KBDZIAoP04nwlZHJdo8OgOLMtheTomSRYJkKcuqZBIIH3zpuT1SALL0BBSly6DK4jXqVp4AZazHkkgWr+ktWkgEVRsqw3gWwC0Orb6rnQ9BNx+AcilFFuP4mYuADYP4O6H12FGgeWwllBgy6XzZcDyCJAVr+/N0uYSgsmgpFttAKDVaHG25awsnbeTw/xz0Hz2rKjX1TocMPb3I/mivEHS7LUwAi8Ecd8bu2p6j7E6jXj523qxPBXDtQvKb7utLczjyX/6P+gcOIuhN75F6eXc40AHSS1dPdAZjVi4KU+QtLaQQC5dQGuvQ5LrO1rMMDcYJK1LSl25ArCs5PVIAsvQENhEApmJCdGuObwyDLPOjOPNx0W7Zrl6nD1wGB24vFpj/Y5Qj3RUnCGjlUplC4ilcvAWg6SHgUKWD5QOI47jM2ldDwMMw29DAsrUJXU8ALB5YEG8N2khqJc6SAL4LbfZjVmEU9LOBEwOD8PY2wtdo3jjVQTW++9D6soVsBIcOtnNrWthGC06nH+s9u33vpd60XmqGc9/eRqxkHIffPLZLL7xlx+F3mjEY7/6W4of9y9FfSsSkVanQ5v/OBZuXpfl/oQMj1SZJIZh0HbMKWkmKXlxGNDp+PlqMrAM8S/KYm65CfVIeo34W5770TAanG05W3smae5ZwOoGmpVJPa9sndwSggF0vgxgtIe3Lmn1BrAZArofAYBihm1FiRNuR+4HGI2orQAuBy+jwdCAY07p/97k6JfE5fNIXbkC85A0QZ/lfvnrkpYmo/D2OIpjR2ohNJnM51lMXpRvksNOT3/2HxGan8Vjv/pbsDU2KbaOvRzoIAkA2o+fRGh+FumE9P2FlqaiaHCZYGs07X/jKrX1OpBYz2BjTZroPzk8DPPJk9BYau8UXg59ayv07e2iDbuNpCOYik4pstUmGPIMYW5jDqFkqPqLKFyPtLKVISlmkox2vhbmsPZLmrnA/9vNH0v2bAWPK0pkkkwNgOeUqE0lLwUv4VzLOckHQQPA8ebjsOgskm65pccnwG5uSjdWaasuKSlTXVJyI4toMCnqB3B7kwmudhsWA1HRrlmJmSsXcfmb/4Gzj/0Ius8p93q9n0MQJJ0COA6LE9JOMuc4DkuTUcmySIK2rf5Ly1Mx0a/NptNIjY7KttUmsNx3H5LD4pwIEzI4ShRtC4p1SatVZpOi80BsHuhUZqsNQLEHUDFIAvgAYekykBb/b0/1Zp7is3qOdgBAs9UAvZZRJpME8P2SFoZF6V0VToUxuzEry1YbAOg1enGyrXtIXRLGKknzOqB1OmHs68Pmiy9Kcv2dlqejAO68/oulrdeJlekYCjl5ZzMmIuv41qf+Au6Oo3joHf9F1vuu1IEPkrzH/NDqdJJvuUVWkkgncqI3kdypqc0Go0UnyZZbauQakMvBLFPRtsAyNIRCJILszEzN1xoODsOkNeFk80kRVlad/qZ+mHVmXFqp8k1gbitDoHDRNrBtuw3gi7c5VtLZYapUyAGzPyxutQGARsOgxW5SJpME8NufuSSwXPt2j5Tz2nYz5B3CVHQKkbQ0J4+Tw8PQt7dD75GuY7Pl/vuQuiJNM9ydliaj0Ok1cHeIO+jV529EPsciOLch6nX38/Rn/xG5dBpv+M33QSfxKepaHfggSW8wwnvMj0WJi7eL9UgSB0kaDQNvjwPLEhRvJ4cvAgwDyzn5XiyBO00rxUhdD68M40zLGei18tcjCXQaHf9JudpM0twzgMnJz+pSSHAjDbtRB6txW5+p9vv5Hj2HrS5pYZhvptl1dwfgVoeCQVKH0FSy9i23y8HLsh90EDK9UmSTOI5D8tJlyU/oWu+/n2+Ge136mtflqRg83Q3Q6sR9y27rdQIMP29ULhzHYe7aFRy776Vobu+Q7X6rdeCDJIDfcgvemkI2LV0V//JUFJYGAxxu6ZtgtR1zIrKSRHJD3E8wyeFhGPv7oW1oEPW6+9EfOQJdS0vNdUmxTAyBSEDRrTbBec95TEYmEctUsTU1+wyfRVLwpMdyLHX3VhsA6E387LDDFiTdegoAA3S94q4vexwm5bbb7B5+8LEIWb1LwUsYdA/KetDhZPNJmLQmSUaUZG/dQmF9vXgoRCqWoSG+LkniLbdsKo/w7bgkpRwmqx7NPhsWA/L1EoyuLGEzGim26FG7wxEk9Z8EWyhgOSDeMfPtivVIvU5JG7EJinVJW/vUYuCyWaSuXJWtP9J2DMPAMjRUc13SpeAlcOCKXX2VJNR3XA5W2AogvgKsTyu61QYAKxuZe4MkADjyUmB1DMiqp1uv5G49DbQOAua7j5K3NvCZJKk74O+q4wG+qSRbfT2J8MFCrnokgV6rx2DLoCQn3IQPW1K/lmmdThj9fsmDpOWZGDgOkpVy+IS6pLw8dUkLW30L248rVxJRiUMRJLX1HQfDaLAwLk1aNL6WRiKSkXyrTeDusEOn14hal5S+cQNcOq1IkATwW275YBC5heqbmw0Hh2HUGnHadVrElVXnlOsUDBpD5dsJKqhHAoBgLH13PZKgdZCvSwrK03tMcSzLN25sv/f0jddhQipXwEYqr8DCwNclpdaBcKDqS1xdvQoOnOxBEsBvuVWdbd1D8tIwtC4X9J3Sj/Ox3H8/kpevSFqXtDQZ5cssuqTpvyfUJa3OylOXtHhzDGZ7A5p80o2/EdOhCJIMZgtaunokK94W6oNaJT7ZJtDqNPB0N4gaJAl9iqROUe+mOMethi234ZVhDLoHYdAqXwho1Bpx2n26iiDpGcBgA7zy9KkqJV9gsRpPl84ktW6ta2VE3kUpZX0ayMaBtjP3fMurZK8kgD/hBtRUl3Rp9RJ0Gp0iHyyGPEPgwIlel5QcHoZlaEiWrL7l/vu26pKk+9CwPBWFu9MOvVEryfWFD/eLEvbf225hfAy+/hOyPD5iOBRBEsCn9pYnJ5DP1X5kdqelySiMFh2a28SZNF2OtmNOrC0kkBHpU2zy4jAM3d3QNTeLcr1KGXp6oHU6q24quZHdwPj6uCrqkQTnPedxc/0mNnMVjI+YexY48hJAK99g3p3CiSxYDqWDJEc7YG7isyuHwdJV/t/WM/d8607XbYU6Fjd1A9YWYP75qi9xKXgJp12nYdJJ19ttN6fdp2HQGETdcsstLiK/tCz6UNvdFD/cSbTlls8VEJzdkPQDuMnG1yUtyVCXFF8PIxZcqZt6JOBQBUmnUMjlsDJdfWp6N0tTMbQec4LRyBcZt/U6wXHAynTtqWquUEDysvSnQfbCaDQwD52vOki6EryimnokwXnPeRS4AkZWywwokut8Z2eFt9qEN/2S220MA7QOHJ4gafkqoDMB7v57viUEkUGlMkkMw2+5VVm8ncwlcSN8Q5GtNoDPtg64B0RtKpm8xGel5MqI6xobJa1LWp3dAJvnJC/laPM7sSxDXZJwytzXXx/1SMAhCpJ8/fxxarFbAQidUFuPSbNfvBtPtwMaDSPKHLdMIAA2Hpe9ieROlqEh5ObnkQsGK/7Z4eAwDBoDBtwDEqysOmfcZ6BltOV/Ul66wv975CXSLaoMwpu+p1SQBPBbbsEbQF6+uVWKWbrCd7cukdlrsSs4v03Q8QDfeDRWeS3ftfA15Lk8zrXI2/JjuyHvECYiE4hn46JcLzl8CRq7HUa/X5TrlcNy//1IXrkCTpJdCv5DcGuPtO8vPr8T+SyL1TlxHofdLIzfgN5kRsvRbknvR0yHJkgy2xvgOtIpel2SXP2RdtIbtHB32rEswj6yXKdB9mMZ4otjq8kmXVy5iNPu0zBqjWIvq2oWvQUnmk+UP+w2uPW36VH2U5bQ+6e11HYbwAdJbA4I3ZRxVQpgWb5ZY1vpKfIGnQYum1G5TBLAZ5KAqrJJl4OXoWE0ONNyRtw1VeA+z31gORZXVq+Icr3k8DDM586C0UpTv1OK5f77wKVSkvRLWpqKotlnhckqbXsG4f1raVLaLbfF8TG0+fuhkfHxqdWhCZIAwHf8FBYnboItFES75tJUFDqD+J1Qy9F2zIng7Aby2dp+n+TwMPQ+H/StrSKtrDqm/j5orNaKg6RENoGb6zdVVY8kONdyDqOhUWQKmf1vHBwDGnyARdlBj8sbaRi0GjRZdymAF+pzROj2rGp7FG0LvA6jcg0lAT7LZbBXVbx9KXgJfY19sBvkf+0SDLgHoNfoRdlyy6+vIzszI/uHPct9Wx/uXhS35xNbYLEyHZPlQJDZZkCzzyrpHLdUIo7w/Cza62irDThkQVL78ZPIpVNYna19/IVgeSoKb7cDWhEmM1eqrdcJtsAhWMPRTY7jiqdBlMbodDCfO4dUhUHSldUrYDlW0aG2uznvOY8sm8X1cBmfMoNjimeRAP74v8dh3P30SWMX/8Z80OuS9ijaFngbzMput2m0wJH7K84k5Qo5jIRGFKtHEph0Jpx2nRaleLtYj3Re3tcyXWMjjL29og+7DS8kkMsUZNulaOttxPJUFIWCNHVJS1vzU3110h9JcLiCpK0IVqwtt0wyh/BCQvatNoG3x8G3lK9hy63YnVbheiSBZWgImckp5CPlp32Hg8PQaXSqqkcSCPOw9j3mnM8CoQlVBEnLu/VIEmg0gPf0wQ+S9ijaFngdCm+3AfyWW+gmX/hfprG1MWQKGcWDJID/IHFj7UZlp0BLSA0PgzEaYT4l/3OI75d0WdS6pGIph0ytZYS6pJBEdUkLN8eg1engPSZfvZgYDlWQZGtqhtPbigWRireXp2MAJ98f8U4mqx7Nbbaa5rippR5JIARrqUvl904ZXhnGaddpmHXSj4SplMPoQG9j7/5B0tokX+fjUf5obHAjvXvRtqB1EFgZBVjxtq5VZ4+ibUGrw4xIMod0TsH/DsIct9vln7BSYqjtboa8QyhwhZrrkpLDl2AeHASjwMBUy333gUsmkR4T72DQ0mQUDW4zrE556iyL/ZIkagWweHMMnh4/9Ab11I2W41AFSQDfCmBxfAxcDa38BctTUWi0DDxd8s46266t14nlmQ2wVaZIk8PD0Lrl6U5bDtOpU2CMxrJT1zk2hxvrNxQtPt3P+ZbzuLJ6BXl2j55WQgdrhTNJHMdhZSO9e9G2oHUQyKeA8KQ8C5PbPkXbAiGYVDSbVGzwOVr2j1wKXkK3oxtNJmXr3wD+FKiO0dVUl1RIJJC+eVPRiQEAsClSXRLHcVieiqFNxlPTZrsBTW1WSYbd5tJpBG9N1c0oku0OZZCUTsSxtjBf87WWJqNo6WyAzqBcpX7rMQfymQJCtxMV/yzHcUhevChbd9pyaAwGmAcHy+68fSt2C3k2j/7G3bdElHbOcw6pfAqTkT0CiuB1QGsAmo/Jt7ASYqkc0jm2vEwSAKwc0OLtMoq2gTsnABWtSzLa+DqxYHllBAWWz9qoYasN2DoF6jpRU11S6spVgGUVmxiga26GsfeYaHVJkeUk0ps52aY4CHy9TixNx0SvS1qaHAdbKNRd0TZwKIMkoS6ptrRoLlvA6mxcsXokwZ2jm9GKfza3uIT8yopqttoElqEhpMfHUYjvvzceiPDNQf2N6t3n7mvqAwBMRvcKksYAdx+glW8SeynCiI1Wxz5bly4/X69zUOuSyijaBlSSSQL4DGSZ8/QCkQASuYQqttoEQ54hjIXHkMxVNzg5OTwMaLUwDyo3zsdy3/1IXbokSl2S0P9O7veXNn8j/6Fb5LqkxfExgGHQ1ndc1OvK4dAFSQ1uD2zNrpqLt4O3NsCynOxNJHeyOoxwuM1VBUnJYf5Tj9CfSC0s9w0BLIvUlf1rFAKRAPQaPY46jkq/sCp12Dtg1BoRWN+j23twTBX1SEJGxOvYp25Aq+PfmA9qkFRG0TZwp+u2opkkgP/bWZ8GsvsHGULfLjW1zBjyDCHP5TESqu7vKXlpGKaTJ6GxyjcaaifL/feBTSaRvnGj5mstTUZhaTDA4Za3zrKWD917WRwfQ0tnN4wW5R6fah26IIlhGLT3n8TC+Bg4jqv6OkuTUYCRb6jtXtp6nViejoJjK/t9ksPD0DgcMPYqu8Wzk3lwENDpytpyC6wHcMx5DDqNcrPO9qPT6NDt6N49k7S5BsSXFa9HAvjj/wDg3S+TBPBbbsvXgBqeR6pVRtE2ANiMOtiNOmV7JQH83w7HAqHxfW96KXgJPpsPXqtXhoWV52zLWWgYTVVbbmwmg/TINdnmte2m2C9JhC235ako2nqdspdBWBr4uiQxi7cL+RyWAhPwHT8h2jXldOiCJICvS9qMrCMaXK76GkuTUbjabTCalX9zbj3mRGYzj/Xlyo7Qpi4Ow3L+PBiNuv4MNBYLzKdOldVUMhAJoLexV4ZV1cbf6C9uDd5jVR1F2wCfEWEYoMVexgmU1kEgEwMis5KvS1ZlFm0LvA6TOoIkYN8tN47jcCl4SdFRJKXYDDYcbzpeVfF2enQUXC6neBsTXXMzDMd6sFnjHLeNtRQSkYxiH8Dbep1YnhKvLik4M418NlOX9UjAIQ6SgOr7JRXyLIIzMcWO/u8kpEgraQWQW11Fdm5OdfVIAst9Q0hdvw42tfuE9fX0OkKpEPoa+2RcWXV6G3sRToWxni7Ry6Z4sk357bbgRhrNViP05TRHFYq3D9qWW5lF2wKvw1Ss5VJM41FAb+EHJO/h1sYtrKfXVVO0vd2QZwij4VGk85X9t0wO8+0MzGfLC2qlZLnvPqSGL4HL73GSdR/LCo26Evj8jchlCgjNi1OXtDhef0NttzuUQVKTrx1me0PVw25D83Hkc6ziRduCBpcJVqexon1koQ+R0p++dmMZGgJyOaRGdj89VSzablJv0bZAKCwvecIteB2wugFbi8yruldZx/8FLScAje7gBUllFm0LvA0qyCRptEDL8X1PuF0O8vVIagyS7vPehxybw2i4/FYGAF82YOztha6xUaKVlc96//011yUtTcVgtOjQ3KZM/U6xLkmkVgALN6+jsdUHq1P5x6cahzJIYhgG7cdPVZ1JEoIRNdQjAfzv03bMgaXJaNl1VsmLw2AsFpiOq/O0gfCpMHX16q63EQqh1XyyTSBsCZbcclPJOBKAH2677/F/gc4IuI8fvCCpzKJtgddhQiiRQV6icQ5l85wEVq7vWSN2KXgJzaZmdDaooy/admc9Z8GAqWjLjcvnkbpyBWaFjv7vJEZd0tJkFN4eBxiNMm1ZLA0GNLaKM8eNY1ksTtyoy/5IgkMZJAF8K4DYahAb4VDFP7s0FYXTY4GlQf7Orrtp63ViM5bFRri8T7TpGzdgPnECjE75mqpStA0N0Pt8yAQmdr1NIBKAy+xSRUO8/QjrvCeTxBaA1Zuq2GoDKswkAVvF2yMHq3i7zKJtgddhQoHlEE5kJV7YPjyngNQ6kAjuepNLwUs45zmnmr5o2zUYGtDf1I+LwfIDjPT4BNjNTdnnte1G53LB0FN9XVJyI4toMKl4KYev14nlqWjVTYoF4dtzyGxu1u1WG3CIgyTfVl2SsF9aLpbd6oSqkq02gZDVKmfLjWNZZAIBGPvV24ARAIx9fUhP7H5sPhAJ1EU9kqC3sffeTNL6DJBPqyKTlM4VEE3misfay9I6CCTD/Om8g6DCom0AxTl3itclFYu3S2fIw6kwljeXccZ9Rr41Vei85zyuha4hWygv4ExdEsYqqSOTBGzVU1ZZl7SsUH+kndr8zq26pMqbFG+3sPX+SpmkOuTuPAqD2VLxltv6UgLZVF7xP+KdmlqtMFp1ZRVv5xYWwCaTMPape5vK2OdH9tYtsJnMPd/Ls3lMRafqYqtN4G/0Yzo6jcL2eWfCG5oKgiShrmbP4bY7HbTi7QqLtoE7vZJWYrsfMpBFy9YR611OuAlZTKG5qRoNugeRKWQwHZ0u6/bJ4WHo29uh96qnnYH1/vvBbm4ifXP/dgw7LU1FodNr4O6wS7Cy8vn8fP1Qra0AFm+OwdbsQoPbI8ayFHFogySNRgtf/4mKO2/fqUdStonkToyGQWuPs6xMUnqC38Iy9an3xRLYWh/LIjM1dc/35jbmkGNzdXH8X9Dr7EW6kMbt+O07XwyOAYwWcCn/WAiZkIoySZ6TAJiDEyRVWLQNbMskKV28bWkC7G1AsHTRsJDFVPNzRjiEMRHZfZtdwHEcksOXVHdCt1iXVMWW29JkFJ7uBmh1yr41WxoMaPRaamoqyXEcFsbH0N5/UpXbu+U6tEESwLcCWF+8jWQsWvbPLE3GYGsyoqFZfRPn23qdiIVS2Izdm3nZLjMRABgGxmPqaiK5k9HPBw6ZwL0nwibW+RdRNX8q3kl4A7irqWRwDHD1AvoKAhOJCG/yZRduA/zcMFfvwQmSKizaBoAmqwEGrQbLSm+3AXuOJwlEAnCb3aqu4eu0d8KkNRWf33vJzsygEImoaqsNAHRuNwxdXRUHSZlUHmsLCcXrkQRt/kYs1VCXFAuuYDOyXtf1SMChD5L4B29xvLzjmhzHYWmrE6oaldtSPjMxAUNnJzQWi/SLqoGhswOM0YjMxL0vmIFIADqNDl0NXQqsrDo9jh5oGM3ddUnB66rYagOqzCQBd4q3D4IKi7YB/nSpx2EsditXlOck33W7cO/8sMnIpKqzSACg1WhxzHls98ar2wj9kdSWSQIAy/33I3npErhCYf8bb1mZjoHjgFaVvL/4/E7k0tUNTwcORj0ScMiDJE/3MegMxrLrkmKrKaQ2sqqJ9HdyH7FBZ9QWm5HtJj0xAaPKt9oAgNFqYeztLXnCLRAJoNvRDb3CA2ErYdKZ0GHvuHPCLR0DovPqCZJiadiNOtiMFZ54bB0ENhaBzbA0C5NLFUXbgtYGs/Lz2wA+wGNzQPju7GuezWM6Ol0XNXx9TX2YiEzs284kOTwMrcsFfaf62hlY7r8PbCJRUV3S0lQUGg0Db5c6SjmED93V1iUt3LwOk82OZt8REVclv0MdJGl1erT5+8quS1qejgJQT3+knTRaDTxH7QjuMcGZ3dxEbn5e9UXbAmOfv+QJt4nIRF2dbBPcdcJt9Sb/r1qO/8fSlWeRgINTvF1F0bbA4zAhqJbtNuCeLbf5jXlk2WxdBEn+Rj9imRiCyd1bGQD8UFvL+fOqrHeppi5peSoKd6cdeqNWqmVVxOow1lSXtDg+Bl//SdWNvapUfa9eBL7+U1idm0Emuf/cs/DtBHQGDRo96t2mcvnsWF9KgN1l2G1mkv+EqfaibYGprw+FtTXkw3eyFNF0FKvJ1bp4wd/J3+jHQnwByVxSVSfbAH67raogyXua/7feg6QqirYFrQ4TlmPpmoZmi8LVC2j097QBKHanr4PnjFBnuNeWW25xEfmlZVVutQGAvqUFhqNHyw6S8rkCgrMbqvsA3tbrxPJk5XVJicg6oivLaO+vz6G22x36IKn9+CmA47A4sX9d0tpiAs0+m2KdUMvR3G5FPstiI1T6OLKQlTH2qbtHkkAo3k5vq0sSCp/r4QV/p97GXnDgMBWd4j/tmxxAg0/pZQGosNv2duZGwNlZ/0FSFUXbAk+DCZk8i1jq3logWWn1gLvvnkxSIBKAjtGhy6H+Gj7heb1X8XbqGj+uyHxO+XltuzGfPYvU9fJKOVZnN8DmOdXVu/r8jcimCwgvVFaXVJzXVuf1SAAFSWjt9UOj1e275cZxHMILCTS322RaWXVc7Xx/jd3+qDMT49BYrdD72uRcVtWEbcHMti034cWzHma27XTXDLfgGL/VpoLtgnyBRSiRqazb9natg8DK7nP26kIVRdsC4b+bOuqSTt4z6DYQCeCo4ygMWvVMCdiN3WCHz+bbsw1AemIC2KpZVCvT8X4UwmHkQ/tPdSi2lulRRz2SoM3vBAAsTkQr+rmFm2PQG01oOdoj/qJkduiDJL3RBG9P777F24lIBplkHi6fuoOkxlYLGIbPepWSngjA2Nenyn38UnSNjdC1tNx1wi0QCaDJ1ASX2aXgyqrjs/lg1pkRWJ/g+9moZKstnMiiwHLVZZIAPkhan+GL0etRDUXbwJ22CYp33Qb4v6mNRSC5XvxSIBJQ/cm27fyN/j0zSZnAJAxdR6ExqDfoEyYapMf3b2ewNBVDs88Kk1VdB1GsDiOcHguWJisr3l68eR2t/n5oVTr2qhKHPkgCAF//CQSnJ5HP7Z4qF4IOtWeSdHotnB5LyUwSx3HITEzA1F8f9UgCY18f0oE7maRAJFCXW20AoGE06G3sxWT4Ol8krJIgSXhzrz6TdGbrQpVNcFeNGoq2gTv/3RRvKAnc+ZvayibFs3Esby7X1XOmr6kP8/F5pPKlywYyExMw+dX9OmYqBkk397wdW2CxMh1TXT2SwOfnmxTvVue6U3ozgdDtubo/+i+gIAlAS1cP2EIB64u3d72NEHQ0qzyTBACudlvJTFJ+aQlsIlGs86kXpj4/slNT4HI5FNgCpqJTdXmyTdDr7EUgNg0OUNXJNqDCRpLbtQ7w/9ZrXVINRdsA4LYbwTBqCZK2/qa26pKElhN1FSQ19oHlWExF7u22X0gkkFtchNGv7t9H29AAfVsbMvu0AQgvJJDLFFRXjyRo8zv5uqTbu5+a3m5p4ibAcWiv8yaSAgqSALg7+WLG0NytXW+ztpiAvdkEo1n96cPmdhvia2lkUncPWBSKn+vl+L/A6PeDy+WQnZ3FXHwOmUKmLuuRBP5GP2L5JEJabVVFwlIQ5o5VnUmytQD21voNkmoo2gYAvVYDt82ojiDJ5gEszcUTbvV0sk0gfAgqVZckdOCvh9cx4/HjSI/vHSQJ9Uhq7b/n6xXmuEXLuv3CzevQaHXw9tbvB9ntKEgC0NjaBp3BiNDczK63WVtIwKXyrTaBkO3amU0S6nqMvep/cdlOaHyZngjU5Qv+TsLaA81H+LEeKrCykYFBq0GTtYYaj9ZBvq6nHtVQtC3wOkzqqEliGH7Y7VYmKRAJwG6ww2OpnyGjPrsPFp2lZF2S0Fy2HtqYmPr7kZ2dBZvaffjx6lwctiYjrE6jjCsrn9VphL3JhNDcRlm3Xxgfg7enF3qDOn+fSlGQBH7YretIx66ZpHy2gGgwqfp6JIEQzK3tqEtKTwSg7+iA1mZVYllVM3Z1ATodMhMTCKzzR5m7Hd1KL6tqQgFtwKGeN62VWAotDcbaCvpbB4HwBJBNircwOdRYtC3wNpjUkUkC+IBv9SbAssUavno5rAHwtXv+Rn/JXknpiQlo7HboWlsVWFllTMf7+SHdk/fOnxSsLSZUfyDIdcRWVhuAXCaN4PTUgTj6L6AgaYu7swurc7Mlm8GtL2+C46D6P2SB1WmE0aJDuEQmyVQHKeqdGIMBxu5upAMTdXWUeTcORg9PPo9Jo3o+aS3F0tVvtQlaBwGO3XXAqmrVWLQtaHOasRBJll3gKinPSSCXBLs+janoVF1mXvua+hCIBO55Tc4EJmH010fQVzzhtktdUiHHIrqSVH2tq+uIHZFgErnM3rPolicDYAv5A1OPBFCQVOTu7EI6voFEZO2e7xWLtuskk8QwDJp9trsySWwqhezcXN0VbQuMfX3IbG231eML/l1CN9GbzSHAqiPrwHEcplYT6HHX+PftFYq3r9a8JlnVWLQt8Hvs2MwWsBjdfWtFNlsn3JZuP4PN3GZdPmf8jX4kcgksJhaLXyue0K2TD3t6nw8am23XE26R4CZYllP9e4ur3QZwu7eWESyOjwEMg7a+4zKtTHoUJG3Zq3g7vJCAzqiFw2WWe1lVc7XbsLa0CW7rU21magpg2boodizF1OdHfmUFG+GlunzBv0twDP5sFjPpMHKswh2awfdIWt/Mwu+x13YhRztgbqq/4u0ai7YFfV7+v9/ESnmngCTl7gcYDQJLFwHUZw2fMJ5ke/H2nRO69fH7MAwDU3//rifc1urk1LS7Y6tJ8T4n3BbGx+DuOAqTVd2/TyUoSNri6jgKAAjN3hskrS0k0NxmVfU4kp2a223IZwqIhflPtULRttC7o94IxdsdoTsvnnUrOIbeggZ5Lo/Z2KzSqym+qfd7awySGKY+O2+LULQNbAuSgioIkgwWoKkHga0A45jzmMILqlyvsxcMGATW79QlCf3S6ikjbjx+HOlAABx77/yz8OImtDoNnC3q/gBua+RLOEJ71CVxHIfgzCRaD8ipNsG+QRLDMH/PMMwqwzDlDaGpUyarDQ3ulnsySRzH8YV1Kk+H7rTzhFt6IgDGYoG+vV3JZVVNeFHsWOXq8lPxXYJj8Dd0ArjTw0ZJwpt6X61BEsAHScEbQD5b+7XkIFLRNgDYjDq0N5oxroZMEgB4TiCQCuKI/QgsevUO5d6NRW9BR0PHXZkkYTyR0V8/3cNN/f3gkknk5ufv+d7aYgKNrRZotOrOVzAMA9cRO8Lzu/9tx9fCyGxuwt1Zv4dqSinnkflHAI9JvA5VcHd23RMkFceR1FmQ1NRm5ceTbEX+mfFxmHp7wWjU/WTcja7FjYzNgN41Pdxmt9LLqR7HAcHr6GoZgI7R7TnpXC4TKxtw2QxotolQSN46CLA5ILR3l2HVEKloW9DnsSOgmiDpFCaRg7+OT4LuHE+SCUxA7/NBa6uf12Pj1oSDUv2S6uFkm8B1hC/hYAv3ZsQAIDw/CwBwb+3KHBT7vmNyHPcDAOv73e4gcHd2IbK8hFw2U/xavewZ76Q3aOFo4ceTcByHdCBQ3LKqRwzDYMlrwLE1fV2catlVfBlIRaD3DqDL2YXJqAoySStxcbJIAB8kAfVTlyRS0bagz2vHdCiBbL70G4mcUq5ezOt18OudSi+lan2NfVhILCCR3cqI1+HrmPHYMUCnu+eEWyqeRTKWVX3RtsB9xI5CjkUkWLrFh5BgcHV0yrksydVnWkEi7s4ucByLtfm54tfq7WTbds0+fjxJPhgEG4sVP9HUowJbQKApg5bldMm9/bohHI/3nOTHkyicSWJZDoFgovaibUFjF2Cw109TSZGKtgV9XjvyLIeZ8P49ZaQ2Y7GBZRj48ypoSVAlof5wMjoJNpNB9tZsXW21AYDGaORbmOw44VacB1onH8CF3ZTw7dJ/26H5WTS4PTBa6qsP335Em7HBMMy7AbwbADweDy5cuCDWpUtKJBKi30c6xk86/uF3vgXXwhIA4PYVFnor8OzzPxT1vuQQz3HYCHN4/vNfggvAzWQSOQkfFykeE8FqbhUzrgJel2Xxw3//dxRaWiS5H6kdmf8P9AD4YWAduqQOK5sr+M8n/hMWjXQ1I3s9LqtJFqlcAYgt4cKFkCj3d8bcAWbiB7hiLX2fanLmxpPQmDtw+Wlxnt/xOB/Af/mJF/Gytt1fXqV8rgiei/Mn2+zT47igkfa+pLKe5zcxvvbC17AZuY7mQgHT+QJuSPTfTqrHpaGxEYaRa3dde22CD14n5kYwHVR/dpxjOTAa4MqzN7CcunfrcO7mGIwOp+j//eR4ruxFtCCJ47hPA/g0AAwNDXGPPPKIWJcu6cKFCxD7PjiWReBLn0WjyVC89r8++Tzaj1nwyCMDot6XHG41hfGfo9fgLtjAAXjpT/4ktHaRMgYlSPGYCL4z+x3MXeJfSAadTjRI/PclmS/+C+A4gpe/5o1gFxrwH9//D3hOenDec16yu9zrcfnO2AqAS/jRh4ZwtqNRnDtMPwwM/wMeeegVgEYrzjWlwLLAs/PA4E+J9nebzbP4w+e+BW1TOx55ZPfslJTPFcELL74A8xqDIV0S2jp9vnAch49//uPgXBxOFexYBnDurW+BsVuaOiupHpe1mVtYfeEFvHxgALqmJgDAE/M3EbOH8erHXiH6/Ukl/MJFGBgdHnnk7oMO+WwWl//2kzjz6KvxoMj//eR4ruyFttu2YTQauDo6i3uruWwBsdVk3RVtC4rp0dkI9G1tkgZIUgtEAlhyawCNpnjCpS4Fx4qN/oRTekqecBOO/4u23QbwdUn5FBBWvt5qTyIXbQOAQadBj9umil5Jk5FJHNPZoQ2O8QcG6hDDMOhr7ENgPYDMRACMwQBDR4fSy6qY6TgfMGe2FW+vLSbqZqtN4DpiR+h2/J4u6GuLt8GxLFwdXQqtTDrltAD4HIDnAPQxDLPAMMwvSL8s5bR0diE8z48nWV/aGkfSXp/Bha3RCINZh/VIodgev14FIgG0NXfB0NlZHHBZd/IZIBwoBkkeiwd2g13RuqSJYBwdTRZYjaIllbd13lZ58bbIRduCPq9d8TYAHMdhIjIBv/0IkI4BG0uKrqcWfU19mIxOIh2YgPHYMTA6Ef9WZbJzPAnLclhb2qy7WldXuw2ZzTwSkcxdXy+ebOs8Kv+iJFbO6ba3cxzXynGcnuO4do7j/q8cC1OKu7MLmeQm4uHQnZNt7fVZiMYwDJrbLNgoNNRtp21BIBJAX2MfjH19SNdrJikcANh8MUhiGAb+Rr/imSRRs0gA4PLzxdBqbyopctG2oM9rx2I0hXhauW7q4VQY0UwUva7T/BfqbZ7eNn2NfUjlU0iO36y7k20CXWMjdF4v0hN8kBRbTaKQY9HcVl9B0m6dt0Nzt6DTG+D0qn/ocKVou20HYTzJ6twthBcS0Bu1aGhWdzfUvTitOSSsrXXVoXaneDaOxcQi/E1+GP29yM3Pg93cVHpZlSuebDtV/FKvsxeT0cmSg5WllskXMBPerL3T9k5aHf87qj6TJE6n7Z36toLOQFC5E25CdtJ/5AH+C8H67QXc19QHe5ID1iJ1M46kFFNfX3E8ydoi//pVb6UcTW1WgLlz6lsQmp9F85FOaNRcg1glCpJ2cHUcBRgGobmZ4p5xPY0j2akhv4aCzoyct34byk1FpwDwNTymrU+SmUmV17uUErwOaI1AU0/xS/4mPzZzm1jalH87ZCa0iQLLwS92kATwdUnLI3xxtBrlM3yQ5BO/YF4NM9yEIKm35Szg6KjrTFKPswddIf6tql4G25ZiPN6PzMwM2EwGa4sJMAzQ2FpfndANJh2cLRaEdnTeDs/PHsitNoCCpHsYTGY4PV6EZvlMUr3tGe9kWeeL0GOcQ+GVVE/ouOtv9BfT7XW55RYcA1r678pc9Dr5ni/b51PJRbSZbaW03wdkNoBVlb45L1wEckmg+xHRL93eaIbVoMXEyobo1y7XZGQSLZYWOE1Ofnu3joMko9aIMxv8yct63W4DAFP/caBQQGZyCmuLCTg9Fuj09Zd5cR2x3ZVJ2oxGkIxFD1ynbQEFSSW4O7sQvDWDbKr+xpHsZJy7BnAc1pdLd0mtB4FIAA2GBngsHujb2qCxWosDe+tKcOyurTYA6G3cCpIUKN6eCMah1zLocklQc9f9MP/v9JPiX1sM008CjBY4+qDol2YYBn6Fi7cDkcCdGYeeE3w9XD6z9w+pWN+6ERtWDXTNzUovpWp3Trjd5Hcp6vS9xX3EjvhaGulNvuYutFW0fRBPtgEUJJXk7uzCRigIjsvW3RHN7TiOQ2F8DFZtqliEXo+EF3yGYcBoNDD6/UjX2wm3RAhIBItF2wKr3gqfzafIeJKJlTh63DbopRiu2dDGF0TPqDRImrkAtA8BJmkyrP1eOwLBe49KyyHH5jAdm94WJJ0EuAIQqrPnzDatwRxm3RximZjSS6ma/sgRaCwWxG9MYiOcrruibYGQOBDeUw7qOBIBBUkl8FOMOXCFMJp99XmyDQDyoRAKkQiaGpl7Cu3qBcuxmIxM3nnBB2Ds8yMzEVDkDahqQuHsjiAJ4LcRFckkiTmzrZTuR4G5Z4FcWrr7qEYqCixdlmSrTdDnsSOSzCEUlz97MxubRZ7NF7OUxezl6g3Z1yIGrlCA9fYa5lqUybiKhdFoYOzrQ3hqFUB9jroC+F5JABDaOuEWnrsFW2MTLA31W9KxFwqSSmjZOuFmNEdhMNVfTw6B0HTR1elALJxCNp1XeEWVW4wvIplPFmc4AfwpETYeR355WcGVVajEyTaBv9GPuY05ZAryvaHG0zksRlPiH//frvsRIJ8Gbj8v3X1UY/ZpgGOlDZK8DQCgyJZb8WSb8MGiqYc/MFCnJ9yyc/NgsjnMu5lifWK9Mh3vx/pqFgDq9gO4pcEAi8NQ/OAdmp+Fq/NgbrUBFCSVZHe5wWhM0OkiSi+lJpmtnhwtJ9sBDlhfrr9j8/e84APbirfr6AUzOAbYPIDVdc+3eht7wXIspqPTsi0nEJSwaFtw9EFAo1NfXdLMBcBg44vLJaLkCbfJyCR0Gh26GrbeuLQ6/sBAnRZvZwL8a0C03YGJSB0950sw9vcjrndBb9TA3mRSejlVcx+xI3w7jkI+j7WF28XWOQcRBUkl5LMsoGlGPreq9FJqkp4IQOf1oqXPAwB1WZcUiASgYTTocd45Nm/s5bcRMoE6agMQvF5yqw1QZjzJxAr/tyBpJsloB9rvV19d0vSTQOeDgFYv2V00WQ1w242YCCqTSep2dEO//ffznKrjIGkC0Ghg95+o/0xSfz8SVh+ctgIYpn5by7jabYgsJxGanwdbyB/Yk20ABUklrS0loNG6kYwugVNrn5cyZCYmYOrrg73ZBL1JW5dB0kRkAh32Dph1dxp6au126H2++jnhVsgDofFdg6QOeweMWqOs9RYTKxuwGrRob5S4UWrPo8DyNWBzTdr7KVd0np/ZJuFWm6Dfa1ckk3TXyTZBywn+4EAiJPt6apWeCMBw9CiOeY5jOjqNPFt/ZQMCw7Fj2LS1oYGt710K1xE7WJbD3DX+NZiCpENmbSEBRutGIZdBdHVF6eVUhctmkZmZgbGvDwzDwOWzIbxYf0FSyRd88FtudXPCbW0KKGRL1iMBgFajRY+zR95MUjAOv9cu/afZ7kcBcMCtC9LeT7lmnuL/7XlU8rvq8/An3AqsfAcMYpkYgsngnaJtgRCgq7Vv1R4ygQCMfX74G/3IslnMxmaVXlLVkmkN8joLrNFZpZdSE9cRvuh8KTANjVaHxrZ2hVckHQqSSlhbSMBg9gK4c7yx3mRmZoB8vjizrdlnw9riZl2dCEvmkrgdv71LkORH9tYs2Ewd9H5ZGeX/3SWTBPBNJeXKJHEch4mVuLT1SIK2s4DRoZ66pJkn+dowkee1leL32pHJs5hbk68WsFQNH4A7AXqwvk64FRKbyN2+DVNfX/HwxnhkXOFVVU/I5pvmVD7XcB8Ol3lrd2IWze1HoK3DocPloiCphPBiAu7OTjCMpn6DpK2tKGGMR3O7DdlUHvF1lR3H3oPwgr/9ZJvA1NcHFArITstX7Fy1hYuA3gK4j+96E3+jH2vpNaylpN+WCsUziCRzxRljktLqgK5X8MXSSgfoLMtnkrofAWSoBxGC0ICMdUlCNvKeIMnmBqwtdVeXlJnkXwOMfj+6HF3Qa/SKdKcXi5DNN82NohCNKruYGjAaBq52GxLrSwd6qw2gIOkeHMdhbSEB95FGNLb56jZISk8EwBgMMBw9CmBbA7DF+jnhtuunYqA4sLcuxpMsvAi0ndtzkKqwPSJHU0mhmFiSmW2l9DwKxG4D6zPy3N9uVseAZHhrC1B6vS12MIy8bQACkQCcRifcZve93/ScrLs2AMLhDKO/D3qNHj3Onro+4ba2mIDNCugK6fp47dqD061BIbfBzzs9wChI2iG+lkY2XUBzuw3ujqN1GyRlJiZgPHYMzFYatKmN78mxtqDcqIRKBSIB2PV2tFpb7/meobMDjNGo/uLtXIrfbjuy93FzOU+4CcXEsmSSgDtByfQT8tzfboQtP2FkisTMBi06myyyFm8LjVdL1pp5TvIHCAr1U/icmZiAxmqF3tcGgH+e1PMJt7XFTTQf4XtoZcZvKrya2uhNUQCAuaFN2YVIjIKkHda20qGudtvWeJJVpDfrr+A5PTFx1zBIg0mHBrcZ4YX6yiT1NvaWfMFntFoYe3v548FqtnQVYPP8Ufg9NJub0WRqkqUuaWIlDpfNiGabUfL7AgA0dQPODn7LTUkzFwBXHz8yRSZ9Mp5wYzkWk9HJe4u2BZ5TfHNPpTN6FUgHJmD03wn6+hr7sJZeQzgVVnhllcvnCogGk3B3N0HrdiF9s35rqwCAK/CPAYf6nadXDgqSdggvJACGz7y4j/INssJzs8ouqkL5cBiFcBim/rtreVw+WzEIVDuO43Y92SYw9vnVn7JeeJH/t4zGhf5GvzyZpKBMRdsChuGzSbd+oFwWI5/hR6TIcKptuz5vA2bXNpHOFSS/r4X4AlL51O7PGc8J/t862XLjOA6ZwGTx8Alwpz6xHuuSIstJcCyHZp8Npv7jSI/Xd5CUjC4BjBnxyMEOIw72b1eFtYUEHC4zDCZdsYtoaL6+ttyEDrXbM0kAX7wdW00il5X+BbtW8/F5bOY20d+0+ykkk9+Pwtoa8mEVf6q8/SLQeJQvnN1Hb2MvpqJTKLDSPT4FlkMgKPHMtlJ6HgUyG/zMNCXcfgHIp2Tpj7Rdv9cOlgOmVqX/cLJr0bbA1cd3QBdOW6pcfmUF7MYGjP5tQVIj/5pWj3VJwgfUZp8Vpv4+ZKanwWWzCq+qemsLszBavHXZf68SFCTtEF5MFIucbY3NMNkb6q4uSciubH9xAfhMEscB60vq33IbCY0AAAbcA7veRvXjSTiOP9m2z1abwN/oR6aQwe34bcmWdHs9iXSOla8eSdD1MABGuVYAMxcARst32paR0NFcjuLtQCQABsxd3envojfxdUmLlyRfixjSO07oAoDT5ESLpaVugyStXgOH2wxjfz+Qy/GtWuoQyxYQvj2PBnc7wrcpSDo0cpkCYqFUcTozwzBo6ay/4u3M+Dh0bjd0TU13fb25XSjeVv8f9cjqCGx62+4v+LgTBGbUuuUWu813OT5SfpAEAOPr0qXhhTdr2TNJliag7YxyI0pmLvBbnqYGWe/2aLMFBp0GEysbkt9XIBJAZ0PnXd3p7+E7Dyxd4dshqNydk213f9jra+yry+LttcUEmlqt0Gg1MB3n24HUa11SdGUZ+WwG7s4uJDey2IzVQb+6KlGQtM3aYgLg+MaLAndnF8K358FKuAUitnQgwH9S2aGh2Qy9UVsXnbdHQiM47ToNDbP7n6iuqQk6t1u9J9xuC/VIQ2XdvNfZC6PWiNGwdNshgWAcDAP0emz731hs3Y/ymbWMzCcsUxE+MJB5qw0AdFoNeltsmAhK/5wTDjrsyXee3/Zcm5J8PbXKTExA19YKrf3ugL6vqQ+zsVlkC/W1VRVe3Cx+ADd0doIxmer2hFtoq063/QT/9xaugw/e1aIgaZvtJ9sE7s5u5LMZRJaXlFpWRbhcDtmpKZj67q1LYDQMmn1W1WeSNnObmIxOYrBlcN/b8uNJVJpJWrgI6My7jiPZSa/V43jTcVwLSdeNd2Iljo4mCywGBTrk9jzKn/Sb/aG893vraYBjFQmSAOGEm7SZJKE7fVlBElAXW26ZQAAm/72NZPsa+5Dn8piO1kEj2S3JjSxSG1k0b7ViYbRaGP3+us0khedvgdFo0H2Wf58J366f1jKVoiBpm/BCAgaTFvZmU/FrxeLtOtlyy87Ogsvl7inaFjRvnXBT83iS6+HrYDkWg+5ygiQ/slNT4HI5GVZWodsvAr5zFU2bH3AP4Ob6TeQK0vw+4ysbxToZ2R15CR80yl2XNHMBMNjKzuiJrc9jR3Ajg2hSuszHdHQaHLg9T4MCAFx+wGBXfZDEZrPI3LpV8nXM38T/jvVUl1Qs2t72AdzU34/0+LiqX4t3E5qfRVNbO6wOKxpcpgNdl0RB0jZrCwk0t9vu6svT5DsCjVZbN0FSepx/4TCW+AQG8FmyTDKPRES9e8hC0fZp1+l9b2vq6+OzZ7OzEq+qQrkUsHKtrKP/2512n0amkJGkX1I6V8DsWlLe4//b6YxA5wPy1yXNPAkcfXlFwaqYhPovKYu39+pOfxeNlq8NWxyWbC1iyAqzJ/33ZsY67Z0waU11VZdU3KXYVsphOt4PdmMD+eVlpZZVtdDcbLHTtqvdjhBlkg4+juP4k22+u2s1dHo9mnxH6iZIygQmAL0exu6ukt8X6q3U3C9pJDSCbkc3HEbHvre9c8JNZVtuyyP81lKZRduCQRefPbsWFn/LbTqUQIHl5C/a3q7nUSAcAGKL8txfZI5vnqjQVhsA9Hv5YnEpZ7gFIgFYdBb4bL79b+w7D6xcB3LqneMotDExlcgkaTVaHHMek20gtBjWFhOwNBhgthuKXxPqRuutX1ImuYmNULA4s811xIZYKIVsun46uVeCgqQt8bU0clvjSHZyd3bVTZCUnpiAsacHjL70p2YhSFJroR3HcRgJjZS11QYAxq4uQKdTX/H27fKbSG7ntXrhMrskqUsS3qRlP/6/nTCiRK5sktDlW6Z5baV4GoxwmPWSZ5KONR7b86BDke88wOZU3VQyPTEBRq8vzp7cqa+pDxORibrZqlrbVrQtMPn9AMMgfbO+irfD83MA7pSiuI7YAa4+Tk1Xg4KkLULQsFuQlFhfQyou/THeWnAch/To9eLx0lIMZh0aXCbVZpJmN2YRy8TKDpIYgwEmvx+p6yprkLfwIuDsBGwtFf0YwzAYcA1IcsJtfCUOg1aDoy6r6Ncum+ckP41errqkmQuAzQu4S28/y4FhGPR5pBtPUk53+rsItVkqrkvKTARg2DZ7cid/ox+xTAzBZFDmlVWOLbBYX9osFm0LNFYrDB0dyNRZJik0PwsAxe029xF1f/CuFQVJW9YW+XEkzW2lgyRA/cXbubk5FCIRmM+d3fN2zT6baqN+oR7pTMuZsn/GfGYQ6Wuj4AoqadPAccDtixVvtQlOu09jbmMO0XRU1GUFVuLodluh1yr4tGcYfutr5oL0vXpYFrj1FH9/pQa+yqjPa0dgJS5J5iOYDGIju1F+kNTQBthbgQX11iXxJ9t2/32ON/MfBG+s3ZBrSVWLhVIo5NmSH8CNx48X60jrRXj+FoxWK+zNLgCA1WmEyao/sHVJFCRtCS8k4HDzfYR2aqmTICl55SoAwHLmzJ63a/bZEA0mkVfheJKR0AjsBju6HKVrqkoxDQyA3dxEZlolR4JjC0BipexO2zsJWTSxs0kTKzLPbNtNz6NAMiz9dk9wFEiuyT6vrZQ+rx3xTB5LMfHrgMbWxgAAx5t2zyDfw3detZmkfCSC/Orqrid0Af531TE6SXuKiaW4S+G7N0gy9fcjd/s2CvH6CTBCc7Nwd3QVDzgxDAPXEduBPeFGQdKWtYXEXf2RtrM4nLA6G1UfJKWuXIHGboehZ/cu1QB/wo3jgPVl9Y0nGQmNYMA1UF5txRbzIB9UpEZGpFpWZYShtkcqq0cSnGw+CQ2jEbV4O5bKYSmWhl8NQZJQRC3UC0lFuH7Xw9LeTxmEYnkp+iVdD1+HjtHtOefwHr5zwPo0kFwXfT21yuwyVmk7k84Ef5Nf0p5iYllbTIDRMGjy3rvNbTrOP2aqq6ncBceyCN++c7JN4Dpix9pSAoWC+ju5V4qCJADZdB6xcKpkpC9wd3ZhtQ6CJPOZM2A0ez+saj3hlsgmMBWZKrseSWA4ehQah0M9QdLtyppI7mTRW9Dj7MFoSLxPyZNbRduqyCQ1tAHufumLt2cu8PfT0Crt/ZRByhluo+FR9Db2wqQz7X9jgdBUcumK6Oup1Z2TbXtvHw64BnA9fF3SgdBiWFvchNNjgVZ/7+ty8YRbnTSV3AivIptKwd159K6vu4/YwOY5RFeSyixMQhQkYWvgK4ddM0kAHyStL8yjkFfnMcdCPI7M1BTMZ8/se9sGtxk6g0Z1hXaj4VFw4CoOkhiGgXlwAGm1BEkLLwJtZ2vqyyMUb7OcOJ/M7sxsk3d22a66HwXmnpXuGHouzV9fwVNt2znMerQ5TAiIHCSxHIux8Nieg6BLajsLgFHllls6MAFtUxO0LteetxtwDyCZT2I6ppJt9l2sLSTg8pU+LKFraYG2sRHpOhlPIowjcXfcXQ7hauc/BBzEuiQKkrD3yTaBu7MLhXwe60sLci2rIqmRawDHwXJ276JtANBomGLnbTUZCY2AAYPT7v2bSO5kHhxEZmoahYTCv1MuDSxfq3qrTTDgHsBGdgNzG3OiLCsQjMNu1KHNUUG2QUo9jwL5NHD7eWmuf/sF/voK9kfaqc9rFz2TNBubRSKXwClXhVlLk4Pvvq3CICkzEYDR77+rqW8pQmCo5i23TCqP+Hp61/cWhmFgOt6PTJ0Ub4fmbwEMg+YjHXd93em1QKfXHMi6JAqSAITmNmC06GBv2v0NRO0n3FJXrgAaDUyny/tE6TpiR2g+AY5VT5+RkdAIepw9sBsq3xIyD54BOA7pUYULOZdH+B40VRZtCwZc/OMoVmHq+Eocfq993zce2XQ+CGj00rUCmLkAaHTA0QeluX4V/F47pkMJ5ESs2xD+PsrpTn8PoXhbRb2GuEIBmV1mT+7UYe+Aw+hQdfH2+uLuRdsC4/HjyAQCYLPqH9gbmrsFp8cLg8l819c1GgZNPtuBnOFGQRKA5ekYvD2OPd9AmtraodXrVR0kGf1+aG3l9cDxdjUgm8ojopI9ZJZjcS10reKtNoF5gH+TULwuaaG6JpI7dTm6YNVbRfmUzHEcJlbiys1sK8Vo41skSFWXNPMk/xgY1fM793vtyBU43AqLd2BiNDwKq96Kow1HK/9h3zlgMwTEbou2nlrlbt8Gl0rtOlZpO6GnmJozSWtlBEnmgUFwuRwyN9TfziA8P3vPVpvAfcSG8IK654JW49AHSenNHCIrSXi79x6BodFq0dzeocogiSsUkBoZKaseSSD8viu3YhKtqjKzG7PYyG5UHSRpGxpg6O5G6qrCQdLtFwFnB2D31HQZrUaLU65TorwBRDMcYqmcOoq2t+t+lN+a3FwT97rJdWDpqqq22gCgz8PXg4nZVPJ6+DpONZ+CVnNv65J9CcXbKuqXlC7jZNt2p92nMR2dRiKrzm2e8OImDGYdbI3GXW9j3mrZkrx6VZ5FVSmXTiOysnzPyTaB64gdmWQe8TX1jrupxqEPklZm+CChtWf/OWFqHU+SmZoGu7lZVj2SwNFihtGqK/7+ShtZ5YObaoMkgK9LSo2MKPtJZmG45q02wYBrAIFIAKl8qrYlxfntHVVlkoCt/kUccOuCuNedfZq/rkqKtgU9LVZoNYxoQVKmkMFEZKLyeiSB5xSgNaqqLil98wag1cLYe6ys2w+6BsGBw/U1dY5YWV9MoNln3XOXQu9pga6tVfkPePsIL8wBHHfPyTaB64B23j70QdLydAwaDYOWo/uf+mnp7EIyFsVmNCLDysqXusIf4zVXECQxDANvlwMrM+oYtSI0kTzqOFr1NcyDgyhEIsjdVmj7ILYAxJeq7rS904B7AAWugJtrtZ18WUjwQaPqMkltZ/kCYrHrkqafBAx2fjtJRYw6LbpcVtGKt8fXx5Fn89XVIwGAzgC0DgCLl0VZjxjS10Zh9PuhMZV3wOCUmw8Q1bjlttvQ9FIsZ84gpfJM0m4n2wTNPhsY5uCdcDv0QdLKdAyuIzboDfunqz09fAp4aVJdPS1SV65A29wMfXt7RT/n7W5AZHkTmWROopWVbyQ0ggF3ZU0kdzKfUbipZJVDbXcjvPnV+gawEGfRYjei0WrY/8Zy0miBrof4Imuxsn8cx9cjHX15TS0YpNLntWMiKM4Hk+thPntSdSYJ4Lfclq8CBeVbm3Asi9T16zCfLj/oazA0oMvRpcogaa+h6TuZz5xBfmUFuZUVGVZWnfD8LPQmMxwtpUsJ9AYtnB4LQvMUJB0YhQKL1dkNtPY4y7q9p6sHGq0OywF1BUnJq1dgPnum4pNLnq26pOCsstmkeDaO6eh0TVttAGA8dgyMxcK3Q1DCwkVAZwK8VX6y36HZ3AyfzVdz5+3FBFvs+Kw63Y/yhcO3fiDO9V74GyAyC/S/QZzriazfY8ft9RTS+dqDwtHwKFosLfBYa6h/850HckkgpPxrWnZuDuzGRvEQRrmEnmJqKxgup2hbINQlqTmbFJq/BVdH557Nir3dDqzMxFT3WNTiUAdJ4fkE8jkW3jLqkQBAZzDA092DJRUFSfm1NeTm5iuqRxJ4jjYADBTfcqu2ieROjE4H86lTymaSamwiuZPwBlCtAsvxQZLa6pEEp98GNB8D/v3ngWiN26RzzwHf+R9A3+uBM+8QZ30iE4LVxUTtbQBGQ6PVb7UJhOLtReWLt4X2HeW2MREMuAewnl7HQkJdPeyEIKmpbf8Tx6b+fjBGI1Jb8zfVhuM4hOdm4d6laFvg7XEgs5lHNKiOU9NiONRBUiVF24I2fz+C05Mo5JXfogLubC1VUo8kMJh0aG6zIqhw8bbQRFLoDVQL8+Ag0jdvgk3LfMIinwFWrom21SY47T6Nlc0VrCZXq/r5ubVN5FioY2ZbKaYG4Kc+BxSywP97B5Ct8sU1vgJ84Wf5k4Vv/mtgn9E8ShGCJKGYvlqxTAzz8fnattoAoKkbMDlVUbydGr0OxmKB8djesyd3UmtTyfDCJhpcJhhMun1vyxgMMJ08qdpMUmJ9DenNxK71SALhvXR5Wh0HgsSgzlcSmSxPR2FvMsHq3P145k5t/uPI57IIzarjlFvqyhVAr4fp5Mmqft7T7cDKrQ1Fm0qOrPJNJG2G/dPS+zEPDgD5PNI3ZG7zvzzCv9GLVLQtEN4Aqp3jFlDTzLbduP3AW/8P3w7ga79ReX1SIQd84b8A6Q3gJ/8FMDslWaYYjjRaYDFosVBjJkmoR6o5k8QwW00llS/eTl+7BvOJE2C0lbUzOOY8BrPOrLqmkqH5Dbg7yn/emc+cQfrGDVU2lQzN8+93rl1OtgmcLRb+1DQFSfWP4zisbDWRrESrnx9IuBRQx6yd5JUrMJ04Do2x/EBvO2+XQ9GmkrU2kdzJNMAHFbJvuYlctC3ob+qHTqPDSLi632d8JQ4GQG+LioMkAOh7DHjl7wOjXwCe/V+V/ez3/hCYfxb40f8JeKr7sCAXjYZBr8decyZpNDwKBgxONovw+/rOA6s3gKx4TS4rxWWzSN+8WXz+VkKn0eFE8wlVZZJS8Sw2wumyTk0LzGf4ppLpsTEJV1adOyfbju55O0bDoHWrLumgOLRBUnwtjc1YtqKtNgCwN7lgb3aroi6Jy2aRHr0Oy5nKt9oE3m7+SaxUU8lbsVuI5+KiBUn6lhbo29rkD5IWXgQcHYDdK+pljVojjjcdrymT1GJhYC7j9KbiXvFe4MSbgO/9ATD1vfJ+5vqXgOf+Crj/3cDAT0i7PpH0eWyiZJK6Hd2iZF/hOw9wLN+AUyHpwCS4bBbm09VtHw64BzC+Po5sQR1ZGOEwjKeSIGnwDAAVTA0oITw/iwZ3C4yW/eurvD0ORFaSSCfUUZJSq0MbJAl7ppVmkgC+LkkNQVJ6fBxcJlNVPZLA6bHAaNEpVpc0EtpqItkiTpAE8J/I5A+Shmsearub067TGFsbQ56t/Jj2+HIc7fY6eZozDPCmTwHu43wh99o+091DE8BXf51v3vnaP5FnjSI45XMgnkXV40k4jsNoeLT2eiRBsXhbubqk9CifBaq0aFsw6BpEjs3h5ro6MvyrsxtgGFS03abmppKhuVu7dtreSUg8HJRsUp28eopvZSYGvUlb1vHMndr8/YivhRBfD0uwsvIJRX61BEkMw8DTxdclKWEkNIIGQ0N1s6d2YR4cRH55GblgdcXOFYstAhuLonXa3mnAPYBUPoXp6D5Bww7za0nMhDdxzFkHWSSB0Qa8/bMAowE+/9NAZpeeK5k48P/eCRgswNv+kW+MWCde2d8CAPj2WHU9cZY2l7CeXq+9Hklgc/MF7woGSalro9A2NUHva6vq50+7xekpJpbgbByNrdayira3U2NTyVwmjfWlhX2LtgXuzgZoNMyBKd4+tEHS8nQM3i7+waxUm/84fw2Fs0nJK1egb2uD3tNS03W83Q1YX95EJiV/Q7mR1REMugdraiK5k3lwq6nkNZk+kQlDbSXKJAmn/oSsW7m+NbYMABjy1FGQBACNR/nAJzwJfPmXAXbH1hTHAV/9NWBtCvjxvwccPiVWWbX2Rgu6GjT45vXqgiShQFnoNi0KhYu3U6PXYD59uuJeb4IWSwu8Vm/V29Ji4jgOq7MbFW21CdTYVHL11gw4loX3WHnz9PQGLVwddsok1bNsKo/1xcS+Q2134z7aBZ3eoHjxdurK1WITslp4ux0ABwRlrkvayG5gOlZ7E8mdjCdOgNHrkZZry+32VhNJj0if7Hdot7ej0dhY8emdb15fwcm2Brgtdfg0734EeO0fA+NfB37w0bu/99xfATe+Crz6D/mO3XXovFeLkdtRLEUrn8t3PXQdBo0B/sby3rTK4jsPxOaBhEzZ120KiU1kp2dgqrCJ5E4DroGaG6+KYSOcRnozV1HRtkCNTSWXpyYAAK1lBkkA0NrtQHB2A4V87f3AlFaHr561C97aAMeh7E7bO2l1enh6ehWtS8otLyO/slLTVptAqaaSwqc+MeuRAEBjMMB4/Lh8e/sLLwKtZyTb8mEYBqfdpyvaSliJpXFlPorHT4lbSC6rl/4KMPjTwIUPAze/zn9t9ofAd/8AOP4jwAO/oez6ajDk4bdhvlVFNmk0PIrjzceh14g4dkXBuqT02BjAcTBXcbJtuwH3ABYTiwinlC2DWK2iaFugxqaSK1MB2F1uWJ2NZf+Mt8eBQo5F+Hb9D7s9lEHS8nQUDAN4uir/Ixa0+fsRnJlGXqGeFtUMtd2NwbzVVFLmTNJIaAQaRiNebcU25sFBpK5fB5eXeAsxn+F7JEm01SY47TrNnwTMljcXSah3eexUq5TLkhbDAG/8c6DtHPDlXwKmnwC+8HNAUxdf4F3l1owaeK0a9HvtFQdJeTaPG2s3xH/OtA4CjFaZIEko2j5V2/ZhrT3FxBKc3YBOr0GTb/+TYDupsank8lQArcf6KvqZO00loxKsSF6HMkhamYmhyWeDwVxZUd12rf5+sIU8grcqK6YVS/LqVTBmM0x94qTcPV0OPsMmY1PJkdAIjjmPwaqv/MVkP+bBQXDpNDKBgOjXvsvyNb6JpERF24IB9wA4cMUmgvv55vVlHGux4ViLCEfElaQ38Q0i9RbgM2/he/n85L/wnbrr3OtOenFxbh2heKbsn5mOTiNdSIt3sk1gsAItJxQJklLXRqE/cgS6xvIzFaUcbzoOHaNTfMttdZZvIqnVVvf2qqamkslYFBuhYNn1SAKr0wh7s+lA1CUduiCJZTms3NqouD/STm29fFPJZYXqklJXrvKFjnpxUu7e7gZkknlEZJq5w3IsRkOjotcjCcxntoq3pa5LKhZtSxskCW+K5Wy5rSUyePHWen1vtW3n8PGBkb0NePOngJbjSq9IFI+f9oLjgO/cKD+bJNSliTHC5x6+c3yQtLNQXmKp0VGYT9eeGTPpTPA3+RU94VYosAjNx6uqRxKoqank8hT/IbOSeiSBt9uB5en6H3Z76IKktcUEculC1UXbAquzEQ6PV5G6JDaVQvrmTVGKtgXCfw+5Iv+Z6IyoTSR30vt80DY3IzUi8QvmbWmaSO7UYGhAt6O7rOLt794IguWAxw5KkAQAHS8B/tsN4ORblF6JaPo8dnS5rBVtuY2GR+EwOtBubxd/Qb7zQDoGrM+If+1d5FZXkV9errloWzDgGsD18HUU2IIo16vU+tIm8jm2qnokwZ3ibeX7Ja1MB8BoNPB0Hav4Z1t7HEjGsoivyTxHU2SHLkgSZsrUmkkC+FYAS4GbskfK6evXgXwe5rNnRLums0XeppLFJpISBUkMw/B1SZJnki4C7UPS3seW0y6+eHu/v7dvXl/BkSYzTrTW/5bUXeq4BqkUhmHw2CkvnpteQzRZ3taK0ESy2qPyexL+jmXccktf57ePay3aFgy4B5DMJzEdU6YMQijariWTVJwaoIK6pOXJCbiOdEJvMlX8s94D0lTy0AVJy9MxWBwG2Jsrf9B3auvtx2Y0go2QvMdmk0ITSREzSYxG3qaSI6EROI1OdDZ0SnYf5sFBZG/dQiEaleYOhCaSEm+1CQbcA4hkIlhILOy+pFQOz06H8fipVmneSImoHjvpRZ7l8N0bwX1vm8wlMR2dluSgAwDA3Q/orbIGSalr1wCtFqbj4myhKl28HZzdgMmqR4OrtvcXswqaSvLzTQMV1yMJmn026I3aum8qeeiCpJWZGFp7HKK8gRSH3U7Ku+WWunIVhq6umgsdd5KzqeRIaAQD7gFJ38jNg1vDbkclesFcuMj/K3HRtkB4A9ir5uKJ8SByBe5gbbUdYAPtDvic5rK6b99YuwGWY6ULkjRaoO2MvJmk0esw+v3QmM2iXK/D3gGH0aFY8fbq7AZajjbU/LpmPnMG+WBQ0aaSkeUlZDY3Kz7ZJtBoGHi6GiiTVE82oxnE19JV90fayd1xFHqjCUsT8hVvcxyH1JUrohz938nbxTeVXJU4mxTLxDATm5Fsq01gOnUaYBjp9vanvgsYbIBXojetHY45j8GsM+9Zl/TN0RV4Gow40+6UZU2kNgzD4HUnvfjBZBiJzN4fToSTjaKfbNvOdw5Yuca3tpAYx3GiFW0LGIbhm0oqULydTeexvrQJz9Hy57XtRiilUDKbtDLNF21Xm0kC+LKWtYUEsmn5pzmI5VAFScWhtjUWbQs0Wi28x/xYljGTlJubQyESKZ7eEpOna6uppMT9koQXMKmDJK3NCmNvrzR1SdlNYOwrwMk3yzY3TKfR4UTziV3fADYzeTwVCOGxk96qxu0QZTx+2otsnsUT43tv218LX4PP5kOTqUm6xfjO8y0tguW1mqhFbm4O7MYGTKfFDfpOu09jOjqNRFbeRobh23FwXG31SAJTX5/iTSWXJyegN5rQ3H6k6mt4exzgOL6Bc706VEHSynQMOr0Grg7xese0+Y9jdXYGubQ8FfzJrSeNRYJMksGsQ1OrVfL0qJRNJHcyDw4ide0aOLGPNd/8GpBNAGfeIe519zHgHsD4+jiyhXsLfZ8KhJDJs/XdQPIQOt/RCLfdiG9dX97zdtfD16V/zviE4m3p57gJ2+BiFW0LBl2DfE+xNekDve2Ct/hGr7WcbBMwBgNMp04pnkny9ByDRlP97EdPlwNgUNd1SYcqSFqejqLlaEPVTb5KafP3g2NZrMxMinbNvaSuXoXGboehp0eS63u7pW8qORIaQa+zFxa9RbL7EJjPDILd2EB2dk7cC1/9V6CxC+h4mbjX3ceAawA5Nofx9Xuzl9+8voImqwH3HRW3Vo1IS6Nh8NoTHjw5HkI6V/roejgVxvLmsvRBkqMdsLbIUpeUujYKxmyGUeTXMmHwr9xbbsHZDTS4TDDbxcksmwcHFWsqmc/lEJqdqboeSWA069DcZqvruqRDEyTlsgWEbyeKxxLF0trL/xHJ1S8pdeUKzGfOgNFI89B5uvimktFVaZpKFtgCRsPSNZHcyTwoQVPJyBxw6wd8FknmE2TCm+TON4B0roAnbgbx2hMe6ET8EEDk8fipVqRyBTwVCJX8vlCPdNotcZDEMPyW28KwtPcDIH3tGkwnT4DRVT/5oJQGQwO6HF2yn3ATirbFomRTydDcDAr5fE31SAJvjwMrMzGwMk5zENOheTVdnd0Ay3Ki9EfazmxvQGNbO5Zk6LxdiMeRmZyUpB5JIHVTyUAkgM3cpuhDbXdj6O6GxmZDauSqeBcd+TwABhj8KfGuWSaP1QOPxXPP6Z1npsLYzBboVFudekl3E5wW/a6NJa+FrkHLaNHf1C/9YnzngbVJIBWV7C64bJZviHtags7h4DOu18L79xQTS3Iji/h6WpStNoGSTSWXJ4VO27VlkgC+eDuXLmB9abPmaynh0ARJYhdtb9fW24/lwLjkT8jUyDWA4ySpRxI0evimkisz0hTa/eet/4SO0eHBtgcluf5OjEYD88Bp8Tpvsyy/1db1EOCsvqCxFgPue0/vfPP6CuwmHR7ocSmyJlIbvVaD1xz34Hs3g8jm762fux6+jt7GXph14hyV35PvHP/v0hXJ7iIdmASXzcIsUqftnQbcA1hPr+/ZU0xMYjSR3EnJppIrUxOwNjbB1tRc87WKH7zrdNjtoQmSVmZiaPRaYLKKM+tsu7a+fqTiG4iuLIl+7e1SV64AGg1MIhc6bsdI2Nsix+bwtemv4aH2h9Bsrv3JVy7T4CAyExNgkyJsIc4/B0TnZC/Y3m7ANYDFxCLWUmsAgFyBxXdvBPHq4x4YdIfmKX3gPH7ai3g6j2emw3d9neVYXF+7Lu3R/+2EIEnCuqT0dX4rzCRVJknmppLB2Q0wGgbuI7Uf/99OqaaSK9MBtB7zi9LHrsFlgqXBgOU6rUs6FK+oHMthZTom+labQBh2K3VdUurqVRj9fmht0k5293Y7sL68iazITSWfWXwGa+k1vPnYm0W97n7Mg4MAyyJ1XYTTLlc/CxjswPE31n6tKgl1KUK/pBdm1hFL5Wirrc49eMwFm1GHb+/YcpvfmEc8G5dmqG0p5ka++/b0k5LdReraKLSNjdD72iS5vtBTTK6mkquzG2hqs0JvrP4kWCnFppLLe598FFMqEUdkeQnentrrkQC+d5W3x1EcCVZvDkWQFAkmkUnmRS/aFjS3d8BgtkjaL4krFJAaGRF1XttuPF0NAMd/OhLTV6a+giZTE17e/nJRr7sf0Yq3Mwlg7Mt8bySDtfaFVelE8wkYtUY8u/QsAOCb15dh1mvxsN+t2JpI7Yw6LV7Z34Lv3AgiX7iz5SYEw7JlkgB+kPDcM/zoHQmkR6/BNHBaso77Qk8xOTJJHMchOLshaj2SQImmksGprXqk3trrkQStPQ5shNPYjEnfpFRshyJIujPU1inJ9RmNBq29fZJ23s5MTYNNJGARcV7bboTeFmJuua2n1/HU7afwxu43Qq8Rf8tzL7rGRug7O5C+VuOnyptfA3Kbim61AYBZZ8ZD7Q/h27PfRiafw7fHgni03w2TXtxPsUR+j5/yYn0zixdn14tfGw2Pwqwzo9vRLd9CTr8NAAdc/6Loly4kNpGZmpasaFsw4B7AzfWbJXuKiSkWSiGTzEsSJBWbSsoYJC1PBQCGgae7V7Rr3qlLqr9s0qEIkpanozDZ9HC0SFf02ObvR/j2PDJi1L2UkLrCF1FKMY5kJ2OxqaR4maRvzHwDeS4v+1abwDw4iOTVq7UV1xd7I71UvIVV6fGux7GeXsfnrj2BcCJDDSQPiIf73DDpNXedcrsevo6TzSehraGpX8Wae4C2c8DoF0S/dHpsDOA4yYq2BYOuQeTYHG6uS3vyWIqibYHQVDIpY5C0Mh1As+8IjBbx+ti5O+zQ6jR1WZd0KIKklZkNeLvFGWq7mzb/cXAci5WtVKXYUleuQNvcDP0ReU5UebsaELwVE6WpJMdx+MrUV3Cy+SR6G8X7dFIJ8+AgCqEw8tXu7UdmgdmnFemNVMorfK+AVW/FFye+DoNWg1f2tyi9JCICi0GHh/1ufHtsBSzLIVvIYnx9XPr+SKWcfhs/xy00Iepl06N8Rtck4sy2Uoq1exJvuQVvbUBn0KCpVZrmuOYzg8jcuClLU0mO47A8OSFaPZJAq9Og5aidMklqlIpnEQ0mJSvaFrT29gEMg6VJ8T+1cByH5JUrMJ89I2mgt52n2yFaU8nx9XEEIgHFskgAYB6osS5Jwd5IpZh0JrzyyCsxm34BD/Y6YDOK25CPKOfxU60IbmRw5XYUgUgAOTYnywife5x6K8BoRM8mpa6NQn/kCHSN0naGb7G0wGv1St55Ozi7AXeHHRqJmriaz5yRrankRiiIVHwDrb3iBkkAX5cUmo8jny3dVV6tDnyQVOyPJHGQZLRY4WrvwLIEJ9zS18eQm5+H7UF5egsBgLdLaCpZ+5bbV6a+AoPGgMe7Hq/5WtUy9fm39varCJJYlj/VpmBvpFJONDwMaFLo7rit9FKIiF55vAV6LYNvXV8uvsErEiTZvfzf/OgXABF7wKWuj8IscRZJIDSVlEohzyJ8OyFJPZLAImNTyeVJPmvoFaGJ5E7ebgfYAofV+bjo15bSgQ+SVmZi0OgYtHSK27+ilFZ/P5Ymx0Ufphr94r+DMRrR8IY3iHrdvTR6t5pK3qotPZotZPGNW9/AKzteCYdR2kB1L4zBAPPp09h87rnKf3j+Wb430tl3ir+wGtxeageXtyLEPa/0UoiIGkx6vPyYC9+8voLR8ChcZhc8Fo8yizn9E/xWs0hjSvKhEPJLy5JvtQkG3HxPsXAqvP+Nq7C2mEAhz0pSjyTQud3Q+3yyFG+vTAeg0xvgOtIp+rWFREW9bbkd/CBpOoaWDjt0Mpz8aevtR2ZzE+tL4h2bZVMpbHz9G2h47HXQNkj3RNyJ0TDwHG1AsMZCuwu3LyCWiSm61Sawv+51yAQCyExWOIxY6I3Ur1xvpJ04jsN3xkJwMffj2eWnsZmrz5b/pLTHT7ViIZLC5ZVrOO2S7qj8vo6/EdAaRdtyS43yvcqkLtoWCE0lR1alycIIRdtSZpIA+ZpKLk8G0NJ9DFqR5+kBgNlmgNNjKe7u1IsDHSQVcixW5+KSjCIppa3vOACIOsdt49vfBptIwPFjPybaNcvl6XZgbam2ppJfmfoKWiwteGmr8ifCGh5/DNBoEPvGN8r/oUwCGPsKcOotgEGawsxqBIIJ3Apv4rGjjyFTyOCJ+SeUXhIR0atPeKDVpbGUnFdmq01gcgB9jwFjXwIKtTeXTY1eA7RamI4fF2Fx+zvVfApOoxPfnv22JNcPzm7AbNfD3myS5Pr///bOOzyO6urD78z2olXvkiVLluQi915wAdu4YIONQw9fgIQQQg2hQ0gIPaEmlISSAIHQjWOwTTEY996rLFvVVu+rsm3m+2NWsmzLtmRL2tV6Xj3z3Jk7d2ePdnZmfnvvuec0Yxo8uMuDSnrcbkpzDhHbp+sm1zQnu+2unHqdQUCLpLKCOjxuqcviI51IaGw8RmtQp0bervnsc3RJvTCPHNlpx2wvMSneoJJ5Z+eXVNpQypqja5ibOrd7py+fAm1EBJYxo6n9ekn7L9J9//OL2EgnsnR3EYIAvxgxmRhLDEtzlvraJJVOJMyip39yFQADIgb41piBP4P6MshZcc6Hatq5C0NaGmInTi8/HTqNjhnJM/ih4AfqnJ3vC1OSW0dUsq3Le/q6I6hkeX4ubpezS/yRmolNCabJ7qKmtLHL3qOzCWiRVJTdPU7bzQiCQFx6307rSXLm5tKweTMhly/wSXd7cxfy2Q65fXX4KyRZ4tLUSzvTrHPCNns2roICmna1c1rw9g8hLAUSR3etYR1k2e5iRiSFEmMzM7P3TNYdXUdVU5WvzVLpRGzh+5A9ekRHNwaRbIu06WAIhp3nNuQmyzKNu7rPabuZualzcXgcfJf3Xace19nopqq4vsuH2qB7gkoWH/JG2u7T+TPbmml+Fhf1oGS3AS2SCvZXEhxpwmzTd9t7xqb1pfJIAU12+zkfq/rzL0CjIfgy34gMg1lH6FkGlWyOjTQ0aijJwcmdb9xZEjRtGoJOR81XX525cWWONzbSNX4RG6mZFQdK2V9cxyWDlLxXs3rPwi27O/0hoOI7XB4XOU3r0TYN5ImvDh6XpqTb0Rqg/1zY/xU4zz4kiCsvD6m2FmM3+SM1kxmRSbItmf8d+l+nHrc0vw7krgkieSLdEVSy6GAWJlswtsiumyQQGu2dENSD/JICViTVVjRSsK+StFHdOyskLl0Zay/KPrcAbLLbTfWXC7FOnIguyneBAmNSbBQfrkHqYFDJneU7yanJ8QuH7dZobDYskyZSu3QpsucM8TqaYyMN8o/YSACNTg+PLtpNSqSFq0Yp4QgyQjPoHdybJTlLfGydSmexrmgddc5arht4KbuP1PL++jzfGjToCnDaIevsh3Ubvb23pkHdlKjXiyAIzE2dy5aSLRTWFXbacVuctpO6Z0KNachgmvbuQ2pq6pLjFx/KIrZPepeOWgiikuy2JzlvB6xI2rdWcXDrN6570zXE9ElDEMRzHnKzr1yJp6yckAXd77Ddml79w3E0uDmS1bGhnC+zv8SkNXFx8sVdZNnZEzx7Np6ycho2bTp1I0mCHR9CyiS/io30tx8OUlDZyJOXDcSgVfy8BEFgZu+ZbC3ZSnF98RmOoNITWJKzBJvexh1jZzMpPZLnv82iuKZrHo7tImk8BMXCrs/O+hCNu3YhGI0YUlM70bD2cUmKMjP1q8Pt6EFuJyW5tdgiTRit3ZOL0jphArhc1C1f3unHdjQ0UHGkgJguHGprJiYlmKriBprqXV3+Xp1BQIokSZLZv7aIXv3DsIV3Xb62ttAbTUQkJZ+z83b1Z5+jiYzAOnFiJ1l2diQPDEdn1HBwY0m7X9PobmRZzjKm9pqKRWfpQuvODuvkyYhmM7Wnm+WWtwaq8/3KYTurpI5/rjzM/GHxjE0NP27frN6zkJG7bBaPSvfR6G7kx/wfmZY0Db1Wz58vzcTlkXj8q66PuHxKRA1kXg4Hv4OGyjO3b4OmnbswDhiA0AXTy89ErDWWUTGjWHxocafNrCrNre0Wf6RmzKNHo42LpeaLhZ1+7JLDB0GWie3kdCRt0Zz9ojMTqHclASmS8vdUYK9y0H9CnE/ePy69H0UHDyBJZxd+3VVaiv2nnwi57DIEXff8SjkVWr2G1CGRHNpaitvVvv9nef5y7C673w21NSOaTFinXkTtN9+eOh+Sn8VGkiSZRxbuxmrU8vCsk6dPJ9mSGBA+QB1yCwBWFa6iwd3AjN4zAOgVbuaOi9JYsquYH/eX+s6wgT8DyQV7F3X4pbLLRdPevd3utN2aOalzyK/LZ0fZucdMqq92YK9ydKtIEkSRkMsuo37t2k4PBdAcaTu6G3qSopJtiKLQY/ySAlIk7V19FJNNT/KgCJ+8f1x6X1xNjZTnn50fQc2Xi8DjIXj+/E627OxIHxWDs8lD3q6KdrVflL2IeGs8I2JGdLFlZ0/w7NlItbXUr1598k6HXXkQ+FFspM+2FrIxt5IHZ/Yl3Gpos83M3jPZW7GX3Jrc7jVOpVNZlruMcGM4I6OPhf341QUp9Imy8uii3TT6KvdV7GCISD+rwJJNWVnITme3BZFsi2lJ0zBqjCw+tPicj1Xi9UfqDqft1gTPmweyTM2iznVCLz6URWhsHCZr12em0Ok1RCRaOZpd3eXv1RkEnEiqr3GQu6uCfmNj0HRRwsEz0WvAIBAEsjd1PAWGLMvUfP455hEjMPTu3QXWdZz4jBBMNj1Z7RhyK7IXsaFoA5emXooo+O/XyzJuHJqQEGq/amPIbe8iv4qNVFnv5Okl+xiRFMrPhp/aP2pG8gwEBDVmUg/G7rSzsnAlFydffFxsMb1W5MnLMimsauSVHzoYMb6zEASlNylvDdR0zAG6OeSGsZudtltj0Vm4KOkiluYuxek5RQ9yOynNrUUQBSITrZ1kXfvQJyZiHjmS6oVfdNqwoSzLFGVndWl8pBNJGhhB0aEaasv9P16S/z7FzpJ9a4uQJZl+430z1AZgDQun14CB7Fu9osNf5MbNm3Hm5RHsY4ft1ogakbQRUeTuLsfRcHpnu0WHFiEjM7fP3G6y7uwQdDqCLr6Yuh9/RGpoNa25sRpWPA2Rff0mNtJTS/ZR1+TmqfkDEcVTzzyJtkQzPHo4S3I6ECxTxa/4seBHHB5Hm8mgR6eEs2B4Am+uPExWiY+ShA5coJQddOCu37ABTXg4uvj4LjCq/cxNnUuds46fCn86p+OU5NYSHm9Bq+/+ILnB8+fjysuncevWTjmevbKC+qpKYrrBH6mZ5glVzROs/JmAEkmyJLNvzVHiM0IIifLtMEnfCZOpLi6iODurQ6+r/uwzRKsV28X+NSssfVQMklvm0LayU7aRZIlF2YsYHTOaeKtvb4btIfiS2ciNjdT98KNSIcvw1V1QVwSXvuYXsZHWH67gsy2F/GpiCunRZ+4Kn9l7Jrm1ueyv7Lyo7yrdx9KcpcRaYltyjp3IQ7P6KX5pC3d1OCxHpxCWAvEjOiSSpMZG7Ct+ImjqVN/loPMyOmY0Uaaoc4qZJEsypXl13eqP1BrbxdMRzWaqv/iiU47XHK4mNq37RFJQmJFe/cPYt7bIN9/jDhBQIqlwfxW15U0+c9huTfro8Wh0OvatXtHu13jq6qj95ltss2cjmrp3Vt6ZiEoKIjjKRNbGU08xP+Q4RKG9kEv7+E+E7dNhGj4cbUwMtc2BJbd/AHsWwpSHIGG4b40DnG6JR77cTUKoiTsubF8+pelJ09EKWnXIrQdS3VTNuqPrmJE845RD1WEWPQ/N7Mem3Co+29J5MX86xKAroGQXlLYvzIn9p5+QGxuxzTy5d6y70YgaZqfOZnXhaiqbzm6WXnVpA85Gd7f7IzUjms0EzZxB3dJlx/eCnyXF2VlotFoik7o3snv/CXHUVzvI39M+X1dfEVAiac/qoxgsWlKGRPraFAxmCynDRnJg3SqkMwUt9FL79dfITU2ELFjQxdZ1HEEQSB8Vw5GsauxVjjbbrLevx6KzMDVpajdbd3YIooht5kzsa9bgObwNltwHyRfA+Lt8bRoAb646THapnT9fmompnd36IcYQxsWPY2nuUiTZh1GaVTrM9/nf45bdLbPaTsWC4QmMSg7jqaX7qKw/N9+as2LAPBA07Xbgrl2yFE1EBOaR/jGRY07KHNyy+6x/SLQEkfSRSAIImT8fqaGB2m++PedjFWUfIDI5BW03z6ROHhiBKUjH3tVHu/V9O0rAiKTGOic5O8roOzoWrc73yVQB+l0whYaaavJ2bW9X++rPPseQkYEx08cJLU9B+shokOHg5pMduOtd9Wxv2M6M5BmYtP7VC3Y6bLNng8tF7Qu/Bq0e5v1DiQnjY/Iq6nll+UFmDYxhSt+ORVyf2XsmxfXFbCvd1kXWqXQFy3KWkWxLpl/YySEeWiOKAk/My8Te5OapJZ2TJ7JDWKMgZbIiks7g+ybV12P/6Sds06cjaHx/XQGkhabRL6zfWc9yK8mtQ2vQEBrruxhwpmHD0CX1ouYch9wkyUPJoexu9UdqRqMV6TsmltxdFdTXtP3D2x8IGJG0f10xkkf2i6G2ZnoPGYHBYmnXkFvT/v007d5NyOWX+3zc/lSERJuJSgpqc8jtP3v/g1N2+m1spFNhHNAffZSV2p3lMPfvEOx7XypZlnl00R50GpE/XNJxwXxh4oUYNUZ1yK0HUdZQxsbijczoPaNd1396dBA3T0zhsy2FrD/sg+GKgT9Tgq0WbDxts7ofVyA7HNhm+X6orTVzU+eyp2IPh6oPdfi1JTk1RPUKOu0kiq5GEARC5s2jYdMmnAUFZ32cisICXI4mYtO6b2Zba/qNj0WWZA6s999MAQEhkmRZZu+ao8SkBBMW5z8RnrU6HeljJpC9cR2uM+Tbqf7scwSdDtsc/wheeCrSR8VQXmCnsqi+pW576XZe3/E6Q81DGRw52IfWdRzh8ApskUU0lBlwhY088wu6ga93FbEyq4x7pqcTE2zs8OvNOjOTEifxbe63uKSeEfr/fOfbvG+RkZmRfPqhttbcfmEaiWEmHvlyN053Nw+t9rsEtMYzDrnVLl2KNioK07Bh3WRY+5jZeyYaQdPh3iR7lYPSvDoS+oZ2kWXtJ/jSS0EQqFl49hG4mycW+aInCSA0xkJcWgh7Vx/12xm5ASGSirKrqS5pYMAF/tOL1Ey/CZNxOZrI3rz+lG0kh4OaxYsJmjYNbajvL77T0WdEFIJAS29SrbOW+1feT4wlhqvCr/LbXrA2qS+HhbdgGxIDsnJD9zW1TS7+tHgvA+ODuX5s8lkfZ2bvmVQ5qthQtKHzjFPpMpbmLCU9NJ3UkPbnNTPpNTw+N5PsUjtvrjrchda1gSEIMmbCni/A07YQ99jt1K9cSdCMixFE/3rUhJvCmRA/ga8Of4WnA5kRDm1VIp73Ge67pOPN6GJjsYwbR/WXXyJLZyeSi7IPYLBYCI313bOz//hYasoaOZpV7TMbTod/fXPPkj2rj6I3aUn1gy/uiST0HUBQeORph9zqvv8eqabG58ls24Ml2EBC31AObipBkiT+vO7PlDSU8MwFz2AW/SM6dbuQZVh0GzRWYvjVvzD070ft175P6fH8NweosDt4cl4mmnPozr8g/gKCdEHqkFsP4Ij9CDvKdrQZG+lMTOkbxayBMbyy/CD7i2u7wLrTMPAKaKiAwyva3G1fvhzZ5fKLWW1tMSd1DiUNJWwsPv2QYWsObi4hPMFKaIx/jFgEz5+H+2gRDetP/SP8dBRnZxGTmu7TH7cpw6LQm7TsXeOfDtw9XiQ11bs4tLWM9FHR6HwQ2OtMCKJI3wmTyN2xlYbatnPVVH/2Gbr4eMxjxnSzdWdH+qgYasub+GTVYpblLuO2obcxJGqIr83qGJvegqylMO3PEDOQ4NmX0LRrF868s0sl0xl8sqmA99bncf3YZAYlhJzTsfQaPVOTprI8fzlOyQczoFTaTXNS4ouTzy422mNzBhBs0vGz19exMuvUccw6nT5TwRiihM5og9olS9HGxmIa7J9D8JMTJxOkC2r3kFttRSMlObWkjfCfH+NBU6ci2mxUn0XSW1dTE+UFeT7zR2pGp9eQMSqaQ1vLaKr3P/eAHi+SsjYW43FJfuWwfSL9JkxGliQOrFt10j5nYSEN69YTfPl8v+uSPhUpQyIRtQJrVuxidMxobhhwg69N6hgle+Gbh6HPNBj9a4AWx9LaJd3fm+SRZJ74ai/3fb6TCX0iuPfizrlpzew9k3pXPXsafZg9XuWMLM1ZyqCIQSQGnTrlzOmIthn58rfjSQgzc8O/N/H++m4S+lo9jLhBiS2WdfxUdE9NDfa1a7HNmOG39zWDxsDFvS/m+/zvaXCdOd7QoS2KAPWHobZmRIMB2+xZ1H33HZ7ajvUk5mzfjCxJJPb3XT69ZvpNiMPjlk4bh89X+Oe3t53IssyeVUeJSgoiMrHrE/OdLZG9konoldzmkFvNF1+Ad6ZCT0HWeyiKPEhy+WCeGPfkcTmm/B5XI3x+ExiD4bLXW6Jq62JjMY0YTs1XX3erA2Fdk4tfvruJt1bn8ItxyfzrFyOxGLSdcuxRMaOIMkXxQ+0PaswkP+VwzWH2V+4/Y2ykMxEXYuLTW8YyOT2SR7/czZ8W78HTHZGMJz0AUQNg0a1gP9aLVff9cnC5/G5W24nMTZ1Lo7uR7/O/P2Pb7C0lRPYKIjjSv9wKQubPR3Y4qF3SsaH1A2tXYQ4OIaF/ZhdZ1n4iE4OI7BXklw7cPVokleTUUnm03q97kZrpN2EyRVn7qS4+lqtGdjqp/mIhlgkT0MXG+tC6jvHilhfZZvsRo8uCI69zHujdxrePQulemPc6WI8POho8ezbOQ4dwHDjQLaYUVDZw+etrWXmwnCcuy+SPcweg7cSkzBpRwx3D7iDXmcui7EWddlyVzuObnG8QEJieNP2cj2U1aPnn9SO4aUJv/rUml1+9txm7w90JVp4GnREufxOaauF/t7fETapdtgxdQgLGTN8/gE/HkMghJFgTzpimpKaskdK8Ovr40VBbM8bMTAxpfahe2P6YSc7GBg5v20z6mPGIfvIjt/+EOCqO1FOa56O8hKegR4ukvauPojVoSBsZ7WtTzkjf8RMB2LdmRUtd6fMv4C4uJuzn1/nIqo6zomAFH+z7gAljhmIwa/2ye/SU7P8aNr0JY29T/ClOIGjGDNBqqf366y43ZVNuJZe+uoaSWgfv3TiK68Ykdcn7zEmdQ4ohhRe3vEiNo22fOBXfIMsyS3OXMjx6ONGWzrmHaUSBRy/pzxOXZfJTVhkLXl/LkeouzrQePQCm/lHx8dvyL9xVVdSvW4dtZvtiPvkSQRCYmzqXjUUbKa4/9b0se4sSQLfPMP8TSYIgEDxvPk07duI41L64T4e2bMTtdJAx9oIutq79pI+MRqsX/S4Cd48VSR6XzMHNJaSNiEJv9P/eDFtEFAn9M9m3+idkWabu+++pfPddQq+9FuvEib42r12U1Jfw6JpH6RvWl7tH3UXq8CgO7yjH5Wj/FFqfIHlg1fPwyfUQMwgu+kObzbShoVjGjaX26yVd2uX76eYCrnlzPSEmHQtvHcf4PhFd9l6iIHJF2BXUOmt5ZesrXfY+Kh0nqyqLnJqcs5rVdiauG5PEv34xkiNVjVz69zXsKKju9Pc4jtG3QMoUWPYQdQs/ALfbb2e1ncglqZcgI/PV4a9O2SZ7SynRvW3YIvwzm0Dw3Dmg0bQ7ZtKBdauwhoUTn9G/iy1rP3qTlj7Dozi4qQRnUxf3gHaAHiuSavLA7fRvh+0T6TdhMlVHCzmyfg1HH3wIY2YmUfff52uz2oVH8vDQ6odweBw8O/FZ9Bo9GaOicTs85Ozoxhk1HaUqD/59CSx/HPpeAtcvAq3hlM2DZ8/GdfQojdu2d7opHknm6SX7uPeznYzqHcbCW8eTEmnt9Pc5kXh9PFf3vZpPsz5lT7nqxO0vLMlZgkbQMC1pWpccf2J6JF/cOg6TXuTKf65jya6iM7/obBFFxcdPZ6Luo3+i69ULQ7/Tp1fxFxKDEhkWNYzFhxa3+eOouqSB8gK7Xzlsn4g2IgLrpElUL1qE7D69wGiqt5OzbQsZYyf4nVN9//FxuBwesreU+tqUFvzrE+oAVYdkwuMtPk0y2FHSR09Ao9Wy5YW/ABD/0ouIer2PrWof7+x+h43FG3lw1IOkBCvZomNTQ7CGGsjadHIuN58jy7DjY3hjAhTvgsvegJ/9G8xhp32Z9aKpCAYDtV+d+lfl2WB3uPn1+1v4x8rD/HxMEv++YRTB5u5LKHnrkFsJN4XzxPonOhQ8T6VrkGWZZTnLGBM3hlBj1wWQTYsO4stbxzMgLphbP9jKqz9md10vqS0W98SnqC9wYusf5PdDba2ZkzqHwzWHKXCenOKj+YGd6odDba0JmT8PT1k59tWrT9sue9N6JI+bjHH+N4IRkxpMaIzZr4bceqRIKsuvo6lKcfTqSRei0Wol1hREgcdBzJNPoE9I8LVJ7WJ76XZe3f4qM5NnHpebTRAF0kZGU7Cnkka7H8XiaaxSZrAtvBmi+sNvVsOQq1tmsp0OjdWC9cIp1CxejLuy8pxNkWWZDYcrWPD6Wn48UMrjlw7gz5dloutEB+32EKQP4p4R97C7YjdfZJ9bUkyVcyfXmcvR+qPMTO76Ialwq4EPfjmaS4fE8ZdvDrDgjXUs213UJbPf6nIBWcDGCshb2+nH7yqmJ0/HqDGyuHrxSTNBs7eUEJsaTFBYx1MEdSfWSZPQhIVRc4aYSQfWrSI4KtpnqUhOhyAI9J8QR0lOLRVH7L42B+ihImnv6qMIGiWoYU+idtkyInftw6HTUhUTeeYX+AGt0448OvbRk0Rp+qgYJEkme7OfdI/mrILXJ8DeRXDhI/CLryE0uUOHiLztNqTGRkpfeOGszWhyefh4Uz6zXlnNlf9cT0ltE//6xchzSjVyrszuPZsR0SN4eevLVDVV+cwOFdhavxWdqOPCXhd2y/sZdRpeunIIT1yWSWldE7f8ZysXPr+Cd9fmUt+JM+Bqly5D3zsZQ3I8fPFraOoZkwVsehv3jbqP/U37eWvXWy31lUX1VByp98tsDici6HQEz5lD3Y8/4q5q+/puqK0hb+c20sde4LcdDBmjYxA1AvvWdOHwcAfocSJJlmVK82qxJYDR0n3DFeeKMy+PoocfISk5Fb3JzP7TpCnxF/ZV7OP6JddT0lDCsxOfJUh/ciyqiAQrYXEWsjb6eMjN7VCm9787R/E5uulbmHgvaDru1G9ITSXs+uup+exzGnfs6NBrC6saeHrpPsY8vZz7P9+FLMs8PX8gax+4iInpvhXGgiDw8OiHqXfW8/LWl31qy/mMR/KwtWGrkjqmjWuqqxAEgevGJLHi91N47dphhFn0PPa/PYx75geeXbafktrTJ+E+E67SUho2bcI2azbCgreh9ggsubeTrO96FqQtYIR5BK9uf5VNxZsA71Cb4J+z2toieP48cLmoXdy2u0D2xnXIkkRfPxxqa8YUpCdlSCT7NxThdvneNaBdIkkQhBmCIBwQBCFbEIQHutqoM9jCgvtHEDvCP1VwW0gOB4V33Y2g1dLrxRdJHzOegxvX4nI6fG1am3gkD2/veptrllxDrbOW16a+xuDIU6cWSB8VTfHhGpx2HwUBK9kLb10Ea1+B4b+AW1ZB/PBzOmTErbeijYqi+PE/I3tOf6HKssza7HJufm8zE5/7kbdW5TA2JZyPbh7D0jsv4OpRvTD5ScqcPqF9uK7/dXx+8HN2lHVMAKp0DltKtlDrqe2SWW3tQSMKzBoYy8Jbx/P5b8YxLjWcf/x0iAnP/sDvPtnO3qNnlwOu7tvvQJaxzZwBCSNg0v2w82PY9Vkn/wddgyAIXBV+Fb2CenHfyvsoaygje3MJcX1CsIScerKHP2HMyMDYvz/Vp5jltn/tSkJj44lM6t3NlnWM/uPjcNS7ydle7mtTziySBEHQAK8CM4H+wNWCIPh03qAgCmh0PUcklTz1NI59+4h99hl0cXH0mzAZZ2Mjh7e0P7Fid3HEfoQbv7mRl7a+xJTEKXwx9wvGxY077Wua41TVdGfas4ZK2PwOvDMTXh8LtUfhqv/CnJdAf+7JJzVWC1H33UfTnj1Uf9r2Tb60rokPNuRx8UsrueatDWzOq+KWSamsum8Kr183nDEp4X7ZpX3L4FuIMkXx5PonVSfubsYjeXh528tYRAsTE3z/a354UiivXzecFb+fwrWjk1i2u5hZr6ziurc28PmWQvIrGtrt6F27dCmGtDQMffooFRfcA4mj4avfQfXJDtH+iEE08Pzk57E77fzp62eoKm7w61ltbRE8fz6OffuoX3u8T5i9qpKCvbvIGDfRL+9LrUnoG0pQuNEvkt62ZyxiFJAty/JhAEEQPgIuBfZ2pWGn4/31eWw66GSLU4mMLMsgIzcHe0WmJfDrKTnxOyJ46wQERO+GAIiCgCCAKCi/NJR1pY1SCmhE77bo3fa202oEQtb+SMzHH1Nz2dUcieqH5kApojYGXVAIa7/5FnvcADSiiFYU0GuVUqcR0WoEtKKITiOg1SilThQRzyEz/OmQZSVOyFMbnkJG5skJTzInZU67LiZbuInYPsFU5tUgy3LXXYCuJjj4Dez8BLK+AckFEelw4aMw7P9OiqB9rthmz6L6448pe/FFmHghu+thZ2ENOwqq2VlYQ7F3eCIz3sZfFgxizuA4jDr/6DE6HRadhXtH3cu9P93Lp1mfclXfq3xt0nnDf/f/l51lO7k+/HrMOv9Jb9Er3Mwf5w7g7qnpfLgxn3+vzeGeT5WexsggAyOTQxmeFMbI5FD6xdpOmnjgKi6mccsWIu+841ilRgvz/qHMMF14C/zf/8BPojufjvTQdB4a/RCLP1oPguz3s9oAJEnG6ZFwuCXc02Yhvv8f8n/3ezRvvocrPBKXRyZ35bcgy9TG9ue7vSW4PJJ3kXF7JFySjMst4Zaa6+RW6xJuScYjyd5S8u5vrjt+u2WRj7X3SHjLY/skCdzefZKs1EvefcMaRcbub+LJ4iY2TvbdZ9sekRQPtP4ZUAiM7hpz2seHG/LZV+RCOJxN8+NY8IoaZV0RO5zqWd2GgJJk2Suu5HaJrPaQUFfKKyteYnd4b+6XhiC9t7ll33ghicH7dnDt33+kSdP+WRPNIkqvFZVSI6DTiug1yrZOK2LQiBh0Igat0s6g1bRaP7attNEgi/UsK36VPTWrSAnK5KaMh4nXxrO3qBajTmlr1Gkw6TQYdRo0bQi19FEx/PRhDYX7qkjsf/pp9h1CkiB/rdJtv2cROGrAGg2jboZBV0Ds4HbNWmsvHkmmqsFJTnk9OwqqKRyxgAWbH+SdG+/jb0MWANA7wsLolDAGxgczqrdS+vsvsxO5OOliPov9jFe2vcK0pGmEm8J9bVLAU1hXyCvbXmFC/ARGaEb42pw2CTbr+M3kVG6emEJWSR2b86rYklvJptwqluxSIlKbdBqGJIYowik5jP6xNoRl3wDeqPWtCesNM59TcrutfhEm/r67/6Wz4tLUS8mv1XEk6CA77GbG2sa263WSJNPk9tDo9NDo8tDk8tDolGhyK+tNLqml3tFq2+H24HAp7RwuRew43B4cbklp65a89R6cHgmnW2nj9C7uE2YqJvS5gpd/epn8m3/LfRNuxaXRcvnR79HrwvjN10eB9vfQ6DUiGlFAq1GePRpRQCsqnQMnbh8rRUQR9KIGsVW9RhDQaLxlqzpRFNCIHFsXBLQOCfm7UuYYfRsmRzhTV6ogCD8DLpZl+Zfe7Z8Do2RZvv2EdjcDNwNER0cP/+ijj7rGYi92ux2rtWsD8bUWTDLHeqhkGSTvuuTdJ8lK++Z62eEk5aW/oK2rZd/dD9JkC0aWweN9jbOylKZvP0Az9EJIGYRHBo8EbhmvyqalziOjqHEZ3JKy7va2PW67eZFlXB5lv8sj45LwLko7l6TYAKAxH8QY9ymCth5n2TScFRM50yisRgC9BnSigF6jrBsFgYuLdCDAhiQ3Wi3oNQJ6EXQa0IsCulav0YlewSeCVlTqdSLoBA9hziIiHblENBwisXINZmc5btFIUfgYjkROoipkEIKoaenhE1HOh6fV/39s3fvZedcbXDK1Tplah7d0Hr9d5zxeQ4cZBW7ds4hxu1ax+Te/J7x/byw9aKgXTn2tFLuKeeboM4ywjOC6iJ6TGqcnIssyr5W+Ro4jh4fiHkLfpO/y+1dnU9UkcbBKIqvKw8FqifxaqeVaefGnv2GSXbww7/eEGQVCjSKhBoFQo0CYAS4ueIGEyjWURE0ku88vcemDu9V2WZZxy+D0gNN7T3R4lPujw6PcGx0eqGtoQtAakOsgepeGdb2XsDd6DRn1v0N2B+H0gMMjK8eRjq03l66zzCMtCij3ShHvqEEb6957aPP9UiuCTlDaaMXj67UC9DqwgzGfvU3eiAnsnzYLz5K30Q8chylzNFpBuf9qBLziRCm1gnBsu9UIiq/IWynRWCGRcakGoYtGUZqZMmXKFlmWT/r10p6epEIgsdV2Am3IUFmW/wn8E2DEiBHy5MmTz87SdrJixQq6+j3OhaMPP0xNSRGJb77JoAnjT9ovyzLv7l2FsbGYq674XbfbZ3c08NLWl/k460N6WXtz1+BXSLCktfzacbhbl8p6S3lSnbLscVUyulhPfI2RPcHQ1Oihyd3cxs0JP3awYaefUEA/MY9+Qj79xDzShUKMggsAl6xhtZTJQs+VfCcNp7HB6O3T7ByHd4teQ0SQgXCLnoRoA+FWAxFWPRFWA/EhJgYlBhMVZMRTdwGHZs7igjXfkHz7f/0uSu2ZON21UrylmLd3v81vJ/6WoVFDu9ew84gvs79kf/5+Hhr9EPP7zvf7+1d7sDvcbM+vpmDfIfp+mceGi64iNCSEotomtpY14XQfUwzP8Gt+o4nltpKF9C/Zxl81N7HSMBGjTotJr8Go1WDUazBqRQw6TcsPVFq5UrR2q2ju9Xd6ZJxuDy6P3NKr4vIOOzX3uLg8yj2ofWGhBMDJBY1aIhHZ2TAQWf6BvboPCGm4DbPegNEoEqI/1rNu0mkw6U8ujd79Rq14bFurwagTj+3zrndN3LRplIYK8OZbWPonsBG47pe/IDTGx1kqJI8SGsJRpyxOu3e9Fhz24+oKEwwcQmT8hAfR+mjyS3tE0iYgTRCE3sAR4Crgmi61qgfjrqyk5IknqF2ylPDf3IK1DYEEijrvN2Eyqz96j9qyUmyRXT/uLcsyO8p28NXhr1iWu4waRw3X9L2Gu4ffjVF77oHSVqxYQeOBcLS7K3jyln7YDLVgL4X6UmR7KVJdKZ66EuTaIjRle9Haj2ltlyGM+tC+lAZPodqWQYU1jUpjMm5RxxgJRsresWpJRpJl7/j1sXFspetX6f5VhiFFdNoTtjUiVqOWCKuecIuh3TPONEFBRN/7e47e/wDVn39O6M9+ds6flb9w86Cb+Trna55Y/wQfX/IxWtH/8yD2NMoby/nLpr8wNGooV2Zc6WtzOg2rQcuEtAgqVv6PUuCaB27kF4nK72lZlqlucFFU00RxbSNFNU1U2Pvzfs3lXHzoSZ6sf4k9mg18EHonRYTT6PJQ0+ii1Du0JADNHhPNrhTNbhTNHRuiILS4Fxh1Ijaj9pgbgte1oPm6P0606MTjBI6h1faubZuZNH4sy57bRkiKiZ13XsT/DoXy8OqHufyivdwx7I62Pww/JfLOO2ncvZsD61cTmZLSOQJJlsHVqATtbV6aqlttVyuCp6kGmrxl621nXfveR2chwWAl1KhHq3/k3O0+S854R5Rl2S0Iwm3AN4AGeEeWZd8mgProWkbmb4c9VhBElKvJuyAodcetn7g0t29rn+b4faKm7f0t9ZqW9dodRRR/uh1Po4vISwYRnlkHK55V8hod11Yp+1qbWA1s/tdTXDh1+AnHPPE1ze8teu8cbdkuHvs8WpHfUMJXxev4qmQ9BY2lGEU9UyKHckXcJEYEp0LBJpDcisKXPd5177bkAY8TXA3epRGc9UrpagRXfUvdsIoiBLeRD90Ps+q5fzE79OkWGwRAI4hozBGKT1Hv8RCdqSwxmeis0YQIAiFAr+75FnUI29y5VH3yKWXPv4Bt2jQ0ISG+NqlTMOvM3D/yfu5ecTcf7PuA/xvwf742KeB4asNTNLmb+NO4PyEKPasXsj3ULl2KMTMTfeKxAQdBEAi16Am16Okf1zp1VBpIF8PGfzJg+eM8VfQrmPZHGH6jcs/zMSUHRIRqF/aKJkbOSgZgbupcNhdv5q1dbzE8ejjj49v+4euPCFotlgfuo+YP99L/YC7uqiq0oSekwXHWQ0MF1Jcrs4YbKqCh3Fu2qm+sVARQYxV4TtObL2rBYANjMBi9pSUFjCHH1xmCji365nWrd9va4uS/acUKJnfVB9QO2vWzUZblJcCSLral/YT1pr6iEktEBEp/bPMitdpuXpeObTevS54T9kvH6o5r62m1LilOxM11Le09uBslitfpqcvTYQxz02tiLcagb2HVstP+G8HA4JA+bN8ik1n5CVHG+k77iKpFkW8sZhZbLewwGhBkmVFNDm621zO1vgHroWzg07M7uMYAejPomhcT6My4tUGEpfRlpOUI63aPInfov0nODAZLFFijwBzeI2a3tIUgCMQ8+gg58y+n9OWXiX3sMV+b1Glc1OsiJiVM4oUtLxBqDGVu6lxfmxQwLM9bznd533HH0DvoHezfsWnOBmdBAU27dxN1bweCRooaGPMbyJgJi++Cr++BXZ/D3FcgIq3LbG0vBzeXIooCKUOOzZZ9cPSD7CrfxYOrHuSTOZ8QY/HjbA+yrIia+jKoL+XQj98DEH20mKPXX0LilQkIjWVgL1PauBvbPo6gUe7ZzUtEGphCT16MIa22QxSB08MmspyOntm3Pv0J9upXEOUHY/q1y5ZR/KfHkex2Iu++jfCbbkTQej9W+UQR5mlVKgJrfF0tWY88wnJxAVfdfhfCScKttShrta91O1nC5XFxuOEo++oK+KFyF6uq9uGWPfQxx3J35HBmRQwnxhBy8j8gahTlL2q9695t4YR6veWYIDqF0Nnp9bMY7JbY/8RGVm0ykjBztM/GkjsbY9++hF5zDVUffEDIggWYBgzwtUmdgiAIPDfxOe744Q4eWf0IbsnN/LT5vjarx1PjqOGJDU+QEZrBLzJ/4WtzuoTapcoPQduMizv+4tBk+PlC2PFfWPYgvD4eJj8A424HjW+yKciyTPaWEhL7hx2X0cGkNfH85Oe56quruH/l/bx98dvdPzTtcSnuC/ZipawrBnvJCWWpsi65Wl524PBQYk0SKQPLKNropGxZI1EXJ0F4GlgiwBJ5TAhZIrzrYWAI9ovePV/TM0WSH+CuqKD48T9T9803GDMziX3qSYzpJyQMFARFbKA55UVvskYx8bqb+OaNl9mz8xCZU6ad8b0bXA1kVWWxv3I/+yv3s69yH9lV2TglJclshCmCa/pdy5zUOWSEZnT77ASNVmTS1Rl8+eI2tizLY/TclG59/64k8o7bqV26lJLH/0zSfz/scU7cp8KsM/P3i/7OXSvu4rG1j+H0ONX4SefIC1teoKqpilcvehWd2HNSKLUXj72eqg8/xDRsGLr4+LM7iCDAkGsg9SJYei8s/5MS7qPfXEiZDAkjQdt9U8AbK8Be6WD0nJPvWSnBKTw29jEeWPUAD656kPtH3U+EKeLc31SSlOGtuiKoLVLKuuKTy/oy2oxfYw4HawwERUNkhuLOYI0GaxQV9SJlL77DlKuvJWTulTQ+9kcqPv0U0y9+S9DUqedu+3mAKpI6iCzL1C1dSvHjf0aqryfyd78j/MYbjvUenQUDJl3Erh++ZeUH/yJ15BiMFivVjmpKG0opbyyntKGU0oZSDlUfYl/lPvJq8/DO/SDYEEzfsL5c3fdq+ob3pV9YP5JtyWh8PKwVnxFK2shotn6bR8boGEKi/Sdw3rmgsdmIuuceih56iJqFXxJyeeD0uBi1Rl6Z8gr3/HQPT254EqfHyfUDrve1WT2S9UXr+eLgF9yQeQP9w32aoKDLKP/bK7hLSoh/8ewTQbcQFA1XvAf7FsPql2DVX2Hlc6CzQPJ4SJmiiKaofl06lFNbICNqBXoPaTsw7eyU2RTWFfLGzjdYdWQVNw+6mev6XYde04aQkyTFj+c4sVNysvixlygjBschKD08QTEQFAtxQ5UyKPqYILLGKG1OIyIPfPohCALpE6eDKBL96CM07d/P0fsfIPnTTzGk+M8QcIOrgaL6Io7Yj3DEfoSj9qMcsR+hoKSAyT70SlJFUjuRZRnH/v2Uv/Y6dd99h3HgQOKefupYCP622nsc1LvqaXA10OBuoN5Vryxupa55u6KxgupBdqIP1vLAk1ewsn8xbunkzNyxllj6hvVlZu+Z9A1TBFGMJcZvAxmOX9CHvF3lrPo4i0tuH+y3dnaU4MsupfqTTyh9/nmCpl6EJrh7Y750JXqNnhcmvcD9q+7nL5v/glNy8suBv/S1WT2KBlcDf1r7J3oF9eLWwbf62pwuoXHPHirf/w8hV16BeWgnho7oN0dZGqshdzUc/hEOr4CD3yr7rdGKWEqZDMkXgC2u0/wcZUmmJh969Q/HYDrFo9Hj4td9LudiWxp/3f0mL255kc92vs3vrf2Z4tEi1Jd6Z/R6/X3auI9jCvMKnhiI6u8VQl4x1FxvjTrnIUdZljmwdiUJ/QZgDVOCxYp6PQmvvEzO5QsovON2kj/6GI313NM4tQeX5KLYXkyBvYDCukIK7YUctR9tEUOVTZXHtdeLeuKscZgw4ZE8Pvvh3yNF0u9W/I49R/fw6uJXvWlERDSCBkFQ1gUENKIGEdE7jdT7Jwgtkbhb14GyLcmSNw6HjIyMJHkIP1pP+rZyMraVE1bWhFsr8NPsOFZfIOPYcy/uXW5ckguXx4VLcuGWlG2n5ESS2xdZzKa3EWWOQt/PTOLeBq4ffxlRqX2INEUSaY4k0hRJhCmiU6bpdyeWYAOj5qaw+pODHN5W1iPC+7cHQRSJ+cOj5Cz4GWUvv0LMHx71tUmdik6j47mJz/HQ6od4eevLuCQXtwy6JWBEblfz6vZXKbQX8s7F7/S4a7Y9yB4PxY/9EU1YGFG/66IYb6YQ6HeJsoCS++3wCmXJXq4MyQEgKG3NEa38apqdjVv51yC0mrXbPHPXfdxSVKTD3diLProV8OUbilBrqvaWNcq60w5AMvB3YI3JyHNhLu50rWeMU+I+OYS0oDiIGaQIHWvUCeInGnTd850oz8+l8mghQ2cePxFDFxtL/AvPk3/jTRQ9/DDxL73Yadd2rbOWgjpFBDWXhfZCCusKKa4vxtOqx0wn6oizxhFniWNK4hQSghKIs8QRZ40jISiBMGMYoiCyYsUKn46M9EiRFGuJpURbQpglDFmW8cgeJdq1LCEhKaUs4ZE9x4SPEpXsOBHUPGTVHHVcEAREWSCqxMGAHdX021FFRKkDSYC8NBsbL4zl0KAI3DYzEaIWnahTFo0Obavt5nWzzoxZa8ais2DRWTDrvOvaY+tmnbnFX8ExrZ5/3X0L1jXVXD3rKsQeOhOsNQMnxbN/XRGrPjlIYv8w9MYe+ZU7CWP//oRedRVVH36IsX8/QhYs8LVJnYpW1PL0hKfRiTpe2/4aLo+L24fergqlM7CrbBf/2fcfrki/gpExI31tTpdQ9d+PaNq9m7i//hWNzXbmF3QGIYkw7OfKIklQugcKNigztJqnq9eXQ1UuHNmsbLfVi3MasmtvQkMMvYtfgjqjd9ZWiOJgbgrxTl/31pnDwRrFeEsUn5nD+CT/O17b8RoLXHZ+ljqY24bcRogxpHM/gw6yf+1KBFEkffTJCcotY8YQdc/vKP3LXyn45a+I+v09GPv1O+MxJVmirKGMgrqClqWwrpD8unwK6gqoddYe1z7MGEaCNYFBkYOYnTKbBGsCCUEJJAYlEmWO6hEhMXrkE+vekfeyor5zI9Y6srOpXbqM2mXLcB46BKKIedQobLfOIGjaVAaEhzOr096tbQxmC5Ouu5Elf3+eXcu/ZfC0mV38jl2PqFGcuD9/bgubv85l3OVtD0/2RKLuvw9nfj5Fjyg9SYEmlDSihj+P/zM6Ucebu97E6XFyz4h7VKF0ClweF39Y+wciTBHcPfxuX5vTJbhKSil78UUs48Zhm93Vd8RTIIoQM1BZToUsK70/DRVKXB84YSav7rhtt0fk0FMHsMS70D96uEPm6IBr+1/L7JTZvLr9VT7N+pSlOUu5dcitXJFxhU+c9mVZ5sC6VfTKHIw5OKTNNmE3KjOxy197nZx587HNmUPknXfgjg5r8QsqrCtsKQvqCii0F+JoFSNJI2iItcSSGJTIjOQZJAYltoigeGs8Vn3PSr3TFj1SJJ0LnupqHNnZOA4exHHQW2Zn46mqAkHAPHIkYdddS9C0aWgjOmHmQgfpO2Eyu374ltX/fZe00eMw23q+v0tMSjD9xsWyY3kBGWNjCI/r+RcOgGgwkPDq3yn87W0UPfoHEARCLr/c12Z1KqIg8tjYx9Br9Ly7911ckosHRj2gCqUTcEkuntzwJNnV2fztwr8FxMOhLUqeegrZ7Sbmj4/593dA8A7DmULa1XzL/w7TUOcmecTZ92yEGEN4eMzDXJlxJc9teo5nNj7DGzveYEDEADLDM8mMUJZOmRF3BkoOZ1NTUszoy644aZ/daaekoYSS+hKKxwVRnHI5YV+spP+yr6hcsphvhgp8MV6kzqycX5PWRLw1nl62XoyPH09iUGLLEmuNDciZm60JOJEku1y4q6rwVFXhqazEWViIs5UocpeVtbQVLRYMaWkETb0I44ABBF10EdrItmc1dBeCIHDRTb/hvftuZ9WH/+biW+70qT2dxdh5qRzeXsbK/2Zx2e+G+vcNtgMcJ5Sae5QCTCgJgsCDox5ELypCye6yc/+o+7Hpu2moxc8payjj9z/9nq2lW7kh8wYmJ072tUldgv2nn6j75hsi77oTfS9/jIt/dlQV17P1mzzSR0ejiy478wvOQJ/QPvxj2j9YdWQV3+d9z+6K3bx59M0WH9Voc3SLYMqMyGRA+ACC9EHn9J4uj4taZy11zjpqnbXs+mYhaERWmvby6ZrVx0RRQzH1ruODFmsEDTETYug7ZjhTl1cya1UOM/doka+9lNibbiYsJC5g7tdnQ48USdULv8SyaiVFP67AU1mBu7IKT0UF7qoqpJqak9oLRiOG1FQs48djSOuDIS0NQ1oa2hj/nBkWntCLYbMuZfPiL8icMp34jDOPFfs7piA9Y+elsuKDA2RtLCFjtB9HrO0g54tQumfEPZh1Zt7Y8Qarj6zmzmF3clmfy3qEX0FXsbVkK/f8dA/1rnqeveBZZqX4aAiqi5EaGyl+/M/oU1MJv/FGX5vTaciyzE8fHkBn0DD+8jQ2bj13kQTK9TIxYSITEyYCyozHfZX72F2+mz3le9hdsZvl+ctb2keZotBr9McWUY9Oo0MvHqvTilpEQcTutB8niOqcdTS2jpotw4IN8VSFOfkh6x0iTBHEWGLoHdybMXFjiDZHK4vlWNnSG3QlOA4douyll6h76xMqvvwB8be3ErJgAYIusHuMTkWPFElV77+PZd8+6sLC0IaFogkNw9CvL5bQMDRhYWjCQtGGKeu6mBh0CQk9Lujf2AVXs3/tSpa//RrXPf0SoqbnO3H3Hx/H3jVFrPk8m6TM8OMi2vZ0WoTSrb/1CiUhoGIogXLjv3XIrUxJnMLTG5/msbWP8cmBT3hw9IMMjhzsa/O6FVmW+WDfBzy/+XnirHH8Y9o/SA9NP/MLeyjlr72G68gRkt5/D0HffcEdu5qsDcUcyapm8rUZmG1d93+ZdWaGRw9nePTwlroaR02LYCqoK8DpcSozo1uV9e56qh3VLXUe2YNNbyNIH0SyLZkgfVDLts2glPLhCrKaPmXatTfzl6lzOjwcZkhNJeFvf6Nh2zZK//o8xX96nMp/v4tt9mwMGRkYM9LRJSYiBMAzqT30SJHU6733WLVxA5MvvNDXpnQZeqOJKdf/ksUvPsP2b79m2Myen09LEAUmX5PBZ89uZvEr25lzx5DAFEq/vY2iRx5RfJTmz/O1WZ1Ov/B+vDvjXb7O+ZoXNr/AdUuuY27qXO4efne3+Fv4mgZXA39c+0eW5i5lSuIUnpzw5DkPl/gzTVlZVPzr3wTPn495ZODM2Guqd7Hm82yie9voPz6u298/2BDMuPhxjIs/efbZ2eJ2uXjvldsIjo5h5OTZ5+QvZB46lKT/vI99xQrK//4q5W+8ocwsBASTCUNaGsaMdAzpGRjS0zFmpJ9V4m/Z48FTVYW7ohJPRblSVlbgLq/AXVmBLT8ffJiCrEeKJI3Vcl7klEkbPZ6kQUNZ8/F/SB8zAWtomK9NOmciewUx89cDWfrPXfzv5e3MvTPAhJLReKxH6eGHAQJSKAmCwCUplzAlcQpv7nyTd/e+y/L85dwy6Bau7XctOh/l3upqcmtyuXvF3RyuOcydw+7kxswbA3q4UZYkJSZSUBBR9/7e1+Z0KusWHqKp3s3cO/siiP7ndnE2bPzyU6qKjnD5g39Cpzec8/EEQSBoyhSCpkxBamzEkX0IR9YBHFlZNB3Iou6776n+9LOW9troaLTh4c0vbn2gk0q5sRF3RYUyaUpuI92KVos2LAyt0Ygsyz5zjemRIul8QRAELrzhFt6797es/M87zLo9MG5SyYMiFKH0j10semkbl941NPCE0muvHhNKgkDIvMt8bVaXYNFZuGv4XcxLm8dzm57j+S3P8/nBz3lg1AOMjx/va/M6leX5y3l49cPoRB1vTH2DsXFjfW1Sl1P96Wc0bttG7NNPow0N9bU5nUbRoRr2rj7KkGm9iEgIjJmIlUePsPHLT8gYN5HkIcPP/IIOIppMmAZmYhqY2VInyzLusjIcB7JwZGXhyDqAp6a2RfTIrXPNNQshbyFERWIaNgxteBia8HC03kUTHo42LAwxOBhBEFixYoVPfYdVkeTnhMXFM2LO5WxY+DEDJk8laeAQX5vUKSQPjGDWbwax9HWvULpzKEZrgAqlhx4CCFihBJBkS+LVi15lZeFKnt34LLd8fwsT4iewIG0BExImYNCc+69aX+GW3Px92995e/fbDAgfwIuTXyTWGutrs7ocd3k5pc8/j3nUKIIvu9TX5nQaHo/ETx/uxxpqYOTsZF+b0ynIsszyt19Fqzcw5f9+1W3vKwgCuqgodFFRWC+Y0G3v250Ebj9xADF63s8IjY1j8QtPU3zooK/N6TSSBoQz6zcDqSpq4MuXttFod/rapE6lWShZxo6h6MEHKfrjH/HU1fnarC5lYsJEFl66kDuH3cneir3cteIupnw8hT+s+QPrjq7DI52YyNN/qWis4D97/8OVX13J27vfZkH6At6d+e55IZAASp59Dqmx0f9jInWQHcsLqDhSzwVXpgdMBoB9q34kf/dOJlz9f1hCAqfHzx9QRVIPQGcwsuDhJzBarXz2xCMBJZR6DQhn1q0DqS5pYNGL2wNUKL1G2P9dT/Unn3J41mxqv/m2JRVOIKLX6PnlwF+y/GfL+cfUfzCl1xS+zfuWm7+7mamfTeXZjc+ys2ynX34GDo+Db3O/5bblt3HRpxfx7KZn0YpanrngGR4b+1iP7hHrCPVr11K7eDERv/oVhpQUX5vTadRWNLLpqxySB0WQMsS3MfE6i0Z7HSvef5vYPhkMnjrD1+YEHKpI6iHYIqO44g9PB6ZQ6h/O7FsHUV3awKIXt9FYF3hCKfrBB0n+5BM0kREcufNOCn97G66iIl+b1qVoRS3j4sfx5IQnWXHFCp6f9DyDIwfz8YGPuXbJtcz6YhZ/2/Y3sqqy2p0MuiuQZZntpdt5fN3jTPlkCvf8dA/7KvZx/YDrWTh3IR9f8jGzU2b7zL7upikri6MPPoQ+KYnwX9/sa3M6lVUfK/fNC65M87ElnceqD/5Fk72OaTff1uNC3fQEAqOv8TyhWSh98viDfPbEIyx45AliUgPjYk/sF8bs3w5iyas7+fJFxZm7K+OW+AJT5gB6f/IJle+9T9nf/sbh2ZcQeffdhF5zdcDHHDFqjUxPns705OnUOmtZnrecJTlLeGvXW/xz5z8xaU2khaaREZqhLGEZpIWmYdFZusSeRncjBXUF/Jj/I4sPLyavNg+jxshFSRcxN3Uuo2NG+zTzuK+wr1rNkbvuQjSbiX/pRURD4PScHd5eRu7OcsbN74Mt3ORrczqFwv172PXDt4yYM5/IpN6+NicgUUVSDyOghVLfMGbfNpiv/76DL1/cxmV3B55QErRawm+8gaDp0yj+0+OUPPkkNYsXE/vnxzFmZPjavG7BprcxL20e89LmUd5YzqrCVeyv3M+BqgMsy13Gp1mftrRNDEokIzSD9LB00kPSsRlsGDVGjFrv0mq9dUwYl+Si2F5Mob2Qo/ajSpJOu5Ks80jdESqaKlrajowZyU2ZNzE9eXqXibKeQNXHn1D8+OMY+vQh8Y3X0cUGju+Vs8nNqo+zCI+3MOiiBF+b0yl43C6+f/NVgiIiGbfgGl+bE7CoIqkHEshCKSEjlEtuG8xXr+7gyxe2MueOIQSFGX1tVqejT0gg8Z//oPbrJZQ89RQ58y8n/MYbiLj1VkRTYPzKbQ8RpgjmpR2LIyXLMsX1xRyoOsCBygMcqDpAVlUWy/OXHz+duA00ggaj1ohe1FPjrDluCE8jaIixxJBgTWBS4iTiLHHEB8UzLGoYcdbuDyToT8iSROlfn6fynXewTLyA+BdeVGLRBRCbvsrBXuVg+i8z0WgCY0hq8+KFVBTmc9l9f0BnDLx7pL+giqQeSiALpfiMUObcPpjFf9/Jf/+0gdGXpjBwcgJigAR8a0YQBIIvmY11wnhK/vpXKt58i9qlywj/1a8InnMJotnsaxO7HUEQiLXGEmuNPS5RbIOrgZzaHOqd9TR5mmhyNx0rW697mnC4HYSZwoizxJEQlEC8NZ4ocxRaUb3dnYjU2MjR++6n7rvvCL3maqIfeghBG1ifU3lhHTt+KKT/hDhiU4N9bU6nUF1SzPrPPyJt1DhSh4/ytTkBTWBdDecZgSyU4tJCufrRUfz04QFWf3KQrA3FTL6uL5GJgZf+QRMSQtwTTxA8dy4lTz9D8WOPUfrXvxI87zJCr74aQ2/V18CsMzMgfICvzQgo3GVlFNz6W5p27yb6wQcIvf76gJrqD0pMpBUfHMBo0TJ2XqqvzekUlJhIryFoNEz5RWA51vsjgdHveB4TyLPebBEmLrl9MNNu6k9dZROfPr2ZNZ9n43L0nFg7HcEyahS9v/icpA8/wDpxIlX//YjDM2eRf9MvqfvhB2RPYP7fKt1PU1YWOVdeiSM7m4RX/07Y//1fwAkkZ6ObJa/upCSnlvEL0gImqv+BdavI3bGVCVdeR1B44OdK9DWqSAoAThRKRQcP+NqkTkMQBNJHxnDNH8fQb1ws27/L579/2kDe7oozv7gHIggC5mHDiH/+r6T9sJzIO+/AkZ1N4a2/5dC06ZT/803clZW+NlOlB2Nfs4a8a64Fl5uk998nKAAThdurHHzx160U7K9iys/7kjE6xtcmdQpN9XZWvPsmUb1TGTLjEl+bc16giqQAobVQ+uix+1j133dxOR2+NqvTMFp0TLmuL/PuGYZWL/LV33fwzVu7qa8JnP/xRLSRkUT85jf0Wf498a+8jK5XL8peeIHsSZM5ct992FeuRGpq8rWZKj0E2eOh8sMPKbj51+ji40n+5GNMmYE3hFleaOfz5zZTW9HIJbcNov/4wHHMX/3R+zTU1DD95tsRz8MQFb5A9UkKIGyRUVz79Eus/M87bPzyU7LWr2bar26nV+YgX5vWacSlhXDlw6PY+m0em5fmUrC3krHzUuk/Pi5gMnmfiKDVYps+Hdv06TgOHaLqw/9S8+WX1P5vMYLBgHnMaKwXTMQ6aSL6xERfm6viZ0gOBzWLFlH59js48/ICdgYbQP7eCpb9czd6o5b5vx9GRELg+DDm7dzOju+WMHTGJUSn9PG1OecNqkgKMEzWIC6+5U76jp/E92++yqd/fojMKdOZdN2NGK2Bke1aoxMZObs3aSOiWfHhflZ8cIAdywvInJRA3zEx6E2B+7U2pKYS8+gjRN13Lw0bN2FfuZL6lSsp+ekJSp4Afe/eWCcqgsk0YgSiPrDiTKm0H09dHVUffUTle+/hKSvHOGAA8S+9SNC0aQEZvHTf2qOs+M8BQmMtXHLbIKyhgTMtft+qH1n2+suExSUw/oqf+9qc84rAfZqc5yQNHML1f/kb6z7/iM2Lv+Dw1o1ceMMtpI8ZHzAOmiHRZi69aygHN5ew4/sCVn2cxfovD5ExOobMSfGExweGKGwL0WDAesEEJfP2ww/hzM3FvnIV9pUrqfrvf6l8910EsxnLmDGYw8JoCArC2K/feRlW4HzDVVpK1XvvUfXRx0h2O5Zx4wh/7jnMY8YEzLXfGlmW2bg4h81LcknsF8qMmwcGzA8lWZbZsPAT1nz8Pgn9M7n0nkcwqNdwtxIY3ySVNtEZjEy85hdkjL2A7/75N7566RlSR4zmoht/EzCzIpodu9NHxlCSW8vunwrZt7aI3SuPEJcWQuakeFKGRgZMALlToU9OJiw5mbDrf47U0ED9hg3Ur1qF/aeVBB05Qt5nn4EoYkhNxThwIMbMAZgGDsSQkaH2NgUIjpwcKt95h5ovFyF7PARdPJ3wm34ZkH5HzXjcEj++v58DG4rpNy6WSddmBMy17nG7+f6tV9n943f0u2AK0399B1pdYMzQ60moIuk8ILp3Ktc88TxblyxizScf8O97fsMFV/+CwdNmBlRCxOhkG9HJ/Rl/eRp71x5lz8ojfPvWHszBegZMiGPABfFYQgInF9WpEM1mgqZMIWjKFABWLlrEUJuNpl27ady9C/uPP1LzxRdKY50OY3o6xsxMjP36ok9ORt+7N9qoqIDsdQg0XEeOUL9+A3U//oB9+Q8IOh3Bl88n/IYb0Ccl+dq8LsXR4GLpP3Zx5EA1o+f2ZvjM5ID5zjoa6ln84jPk7dzGmMuvYtzPrg2Y/62noYqk8wRRo2HEnPn0GTWO7996leXvvM6uH79l+OzLSB8zIaB+oRitOoZNT2LI1F7k76lg14ojbFqSy5aleSQOCCM5M5xeA8KxRZwf6T+k4GCCJk9uEU2yLOM+epTGXbtp2rObxl27qf36a6o//rjlNYLZjD45CUNyb/S9e7eIJ31yckA6/PYUXKWlNGzYSP2G9TSs34CrsBAATXg44b/6FWHX/xxtRGD0Ep+Oo9nVrPjgADWlDUy9oX/ATPEHqC0vY+Gzf6LySAEX33InmVOm+dqk8xpVJJ1nhETHcPlDj7Nv9Qo2fPExS//+PD+9/zaDps5k8LSZWEPDfG1ipyGKAskDI0geGEFNWQN7Vh7l0LZS8nYpMZZCY8wkZYaTlBlObJ8QNNrA6VU7HYIgoIuPRxcfj23GxYCSv8tdUoIzJwdHTg7O3DycOTk07thB7dKlIB/Lm6YJD0cXE4M2NgZdTCy62Bi0MTHoYmOV+qiogEtt4SvcVVU0bNxEw4YN1G/YgPPQIQBEmw3zqJGEXX895jGjMaSlBXxPgyzLFOyrZMvSPI4erMYUpGPOHUNIyAj1tWmdRmnuYRY+80ecTU3Mf+BPJA0a4muTznvUO9l5iCAI9L9gCv0mTCZv13a2Lf0f67/4iI1ffkL6mAkMnTGH2LSMgLrpBkeaGXd5H8bOT6W6pIH8PZXk7S5n54pCtn9fgM6gIaFvaItoCqSZMe1BEEVF5MTGYhk37rh9ksOBMy8PZ24uzpxcXIUFuIqKcebm0rBuPVJ9/fEHE0W0ERFoY2LQhoWhCQ9DGxaOJiwMbXgYmrBwbxmGNjQU4Tz3ifLU1uLML8CVn4czPx9nXr5S5ufhKSsHlJ4984jhhMyfj3n0aIz9+gbkDLW2kCWZnJ3lbFmaS2leHZYQAxOuSKP/hDh0+sD5DHK2bWbxS89itFi5+vHniOiV7GuTVFBF0nmNIAgkDxpK8qChVBcXsf3br9j1w3fsX/MT0SlpDJs5h/SxFwTUUJwgCITGWAiNsTD4okScTW6OZFWTt7uCvN3l5OxQHkqhMWaikmxEJQcRlWQjIsGKNoBuyB1BNBgUv6X09Db3e+x23EVFuIqLcRUV4S4uxlVcgrukBFdJCU379ilRwl2uto8fFITGZkO02dAEBSHagtDYgo+tB9m8dTZEsxnRZEIwmZT15m2j0W9EvSzLyA0NeGpqlKW6+lhZrdTZ9uwh9/U3cObn46mqOu712uho9L16YZ00CX1SEuYRIzBlZiIE0HXYHiRJJntLCVuW5lF5tB5bhJHJ12bQd0wsGl1g9fru+G4py995ncik3sy77w9Yw8J9bZKKF1UkqQAQEhPL5Ot/xbgrrmPvyh/ZtvR/LH31BX76zztkTplGn5FjiElJCyhHbwC9UUvvQRH0HhSBLKdTWVRP3u4KirJrKNhXyYENxQAIokBYnIXopCAik2xEJ9sIi7OcN0N0p0NjtaJJS8OQdurkyrIsI9XV4a6owFNVpZQVlbgrK/BUViHV1eKprcNTV4srv4Cmur1ItbUn91KdCkFQhJN3EQwGBJ0OQa9XytZL67qWmVBCy3GOL727PRKy04HkdCI7XchOJ7LDoZROJ7LLieR0IjU0IFXXIJ9CEAIIJhN6kwkhI52g6dPR9+qFPqkXul690CcmIprOD1+5U+FxSxzYUMzWZXnUlDUSGmNm6g39SRsRhRggM9eaqSjMZ/0XH7N/zU+kDBvJ7DvvQ288v8+/v6GKJJXj0BtNDJk+i8HTZrYMxW1a9Dkbv/wUc3AIKcNGkjJsJEmDhgbcxSwIAuFxVsLjrDBdebDXVzspzav1LnUc2l7G3jVFAGi0ImFxFkJjzIREmwmJUsrgKBN6o3pptUYQBDQ2GxqbDXr3bvfrZLcbT10dUl0dnto6pIZ65MZGpMZGpIZGRZQ0Nih1Dc31DV7h4jpukerrj69zOkGSWvytZLx+V83uV638sBAFRL1BEVh6vSLC9DpEswkhJKSlXjQZ0YSEKEtwMGJwMNqQEMTgYDTBIWhCghENBlasWEHm5Mmd8+EGAB6XRNGhavL3VnJwcwn2SgcRiVZm/DqTlMGRARdNv+RwNhsWfsLBjWvRGYyMnncl4352DeJ5MoTak1Dv5Cpt0noortFeR+62zRzauomDG9ay+8fv0Gi1JA4Y5BVNowiOiva1yZ2OIAhYQw1YQyNJGRIJKMKprqKJktxayvLqKC+soyi7hqxNJcceroAlWK8Ip+hm4WQmKMyANcSIwaL1m6Ehf0fQatGGhkJo4DjnqijXUXVJA/l7KynYW8mRrCrcTglRFIhLD2HyNX3pNSAs4K6TI/v3smHhx+Rs34LBbGHM5VcxbOZcTEE2X5umcgpUkaRyRkzWIPpdMIV+F0zB43Zz9MBeDm3dxOEtG/nhX//gh3/9g/CEXmgjosm2GInpkx5Qs+RaIwgCtggTtggTaSOOCUO300NNWSPVJQ1UlzYoZUkjh7aV0WQ/fuhFqxOxhBqwhhq9Iuz4dVOQHpNVF3BDCyrnN031Lgr3V1Gwr5L8vRXYK5Xk1MFRJvqNjSVxQDjx6SEB1wsryzL5u3awYeHHFOzdhSnIxoSrrmfIxbMxmNVwGv5OYH0bVbqc5h6kxAGDmPzzm6g8eoScbZs4tGUjBTu3sGj7JgCCwiOJ7ZNOTFoGsX3Sie7dB50xcGeMafUawuOtbaZCaap3UVPaiL2qCXuVo1Xp4MiBKuprnMiSfNLrjBYdpiCdIpqaS2vzth6jRYvBrMNg1mIwa9EbtQE3LKHS83A7PVSXNlBZVE9VUQNVRfVUFjdQXVyPLIPeqCGhbxjDZ4TRq39YwMYrk2WZw1s3suGLTyjKPoA1NIzJ1/+KQRddHND3wkBDFUkq50RYXDxhcfEMn30ZP3z/HRkJ8RQfyqLo4AGKsrPI2rAGUKaYRyQmEdsng5g+6UQkJhEaF4/RErj51ZoxWnQYe+uI7t12l7okyTTUOFvEU2Odk0a7SynrnDTWuag8Wk9jXTVN9adxCBZAb9J6RdMx8VRRLbG67CA6owa9UYveqDlh3VsatGj1Ijq9RhVbKqfF2eSmodZJQ42T2vJGRRAVK8KotryxZehZECA4ykxojJnUYZH06hdGVG9bwKQOORFHQz35u3eQu30ruTu3UltWii0ymqm//C0DJk8NqJnC5wuqSFLpNEStjvi+/Ynv27+lrr66iuJDBynOVkTTgXWr2Ll8Wct+S0goYXEJhMUneMtEwuITCAqLCLiZdKdCFIWWobYzIXkkr4By4Whw4WhwtyrdJ2y7qK92YK+BvUeO4nJ42m2TRqeIJa3BW+o16AzeUi+i0YtodRq0OhGtXkSjFdHqNWh0ordO2afRehdd61Joo05EVIWZT5AlGafDg7PRrSxNynqjXRFB9TUOGmqcNNQeWz/xuyRqBUKizET1CiJjVDShsRbCYi2ERJkDbrp+a2RJoiTnELk7tpK7YwtHs/YjSxJ6k4lemYMZf+XPyRh7ARo1uGqPRT1zKl2KJSSU1OGjSB0+ClBuKtUlRVQcKaTySAGVRwupPFrI/rUrcbSa7q01GAiLTSA4KpqgiEhsEZFKGa6U5uCQgHPqbA+iRsQSbMAS3P4cdCtWrGDy5EnIkozL6cHZ6MHlcONs9OB0uHE1eXA2KaXL6cHtlHA7vOve0uWQcDs9NNmd1Dk8eNyS0s4l4XZ5kNwnDxd2FEEAsVlUaQVETeuyeV3Zbl1qNK3qta32i8oiNO8XlVIQBTQaEUEUEEUlvIPQ3FYUEEQQRRFBVHzQWtcLgoAgeEtRMVoUBRCO7VP+lxO+m8KxqAIg0FQtU15YhywpNbIsK5PpZO8sO9k7uU6WkSRlkT3edY+yyFLrbQmPW8bt8uBxKefF411OrHN6z3eLKHJ4jpt0cCI6gwZzsB5LsIHIXkGYbcq6OViPxWYgKNyILcJ4XvjQybJMXXkZBXt3kbtjK3k7t9FYVwtAVO9URl26gORBw4hN76sKowBBPYsq3YogioTGxhMaGw8jRrfUy7JMQ021IpqOFLaIp4ojBeTs2ILb4TjuOBqdjqDwCEU8hUdhDQvDbAvGHByCOTgUS0gI5uAQjBbredMjdSYEUfAOsWmBzk30K0nycQ/lZgHlcXsX1wlly7ryYJc8Mh63hOSW8XiOlS11bqWt5JGQPDJup4TkcePxHBMJkkdGckvHhEOzsPCu+xuHlm3qsmOLGqGlV6+ll8/ba6c3ajDbzOhNGvQm5fugN2kxmLTojBoMJmXbaNVhtukDzpG6PSizWMuoKCygoiCP8sJ8KgsLqDiSj7OxEQBzcAjJQ4bTe/AwkgYNxRwc4lujVbqE8+/br+KXCIKAJSQUS0goif0HHrdPlmWa6u3UlZdRW15GXXmptyyjtqKMvF3bqK+uQpakk44rajSYvOLJEhyCKciG0RqEwWLFZLVisFgxWoMwNpfeOtV3oGOIooBoUIbkwP8+u+aeGtmjiC+5tZCSvMEuvb0zstxcr+xrWZeVdsjHXtNSyq17g7xxl1rrspYQTMrKnt17yMzMPBbDUhSU1Ta2RY3Y0gvW3BPWuldM6SXzCiLdsd43ldPjbGrEXlmBvbKS+qoK6ioryN26mQ+/W3ycGAJFEIUn9KL/xIuISOxFTGo6Uckp6g+w8wBVJKn4PYIgYLIGYbIGEZWc0mYbWZJotNfRUFNNQ00NDTVVNNRUU19T7a2rpr66mqqiIzTV248b2msLrd6A3hsZWW80ozeb0BtN6E1mb725ZZ/OaECnN6A1GtEZjOj0BnRGI1q9wbvPiM5oQNSo8ZF8RctQmCj4hY9MQc1eUoZG+tqMgEGWZdwOB031du/1baepvl4p7XbqqyuxVzWLIaVsLYKa0ZrMxKb0aRFD4fG9CE/spcYxOo9RRZJKQCCIojLcZguGxDO3lyQPjoYGmux1OOx2mux13htsvVLXUI+zsQFnY2NLaa+sxNlYiKOxAVdjI26Xs4NGCmh1erQ6HVq9Ho1ej1anR6PTKfV6ZV2j1XlL7bFS23pbWRe1WkSNFlGjUbY1GmVbq0GjObZtLyrkaNZ+77ZG8bdpWVdKQRSPlaKI4F1a1gVRFXgq7UaWJCTJg+T2IEkePG43kseDx+XC43Z5S/dx2+7mepcLl8OB29GEy+HAdULZUt/UiKOh3iuG6pE87lPaI2q0WMPCsIaGE5mYRPLgoVhDw7GGhWMNDcMaFo4lJIx1GzcyWY2ErtIKVSSpnJeIoqald+ps8bjdOJsacZ9wI3cfVzpa6j0uJ26XC7fT2WrdoTwgnMp2U70dye1WHhwtD5Fj5ekeBKfjwJcfnfX/2YwgHBNOiMoQT7N4ElrElODdVsIICIqXs7dePH5bPGFbEIBmx2hRGXoSBAQEb0iC5uOBQPPrAI4dQ7HzmJe0srtV/UnbQqv/r2WtVV0rYXjcauuNE520zywmy0pLqNu2/vhK+WS/qRNTpcgtbU4c0pNbhgJb2sneV8uydyiwxRtcGT7k2PCi0kZqtS4jSRJy60WWWupa75MkCdnjweNxe0tPm//L2aLRatEZjEpPrd6g9NYaDRgsVoKjYjBYLBgt3qFzb9lcZ2xetwapIl/lrFBFkorKWaLRahWRdQ5Cq6PIkoTH+4tc8nh/nXt/pUsetyKwWtaVctu2bQzMzFTaSB5kj8e7Lnlfpyyy5DnuAXjSg1CSkCXldcrD1Ovb0+a20r71A7rlQS1Jxz2gZflYu/Y82JFBkiWlzusDJDdPB5NbCwu5DRHRsnX8g7wlfxsn1SmrbT/0T6pvpzhobGigvOnk4Z7TPchPEnnHdrSUinikfYJTFJTeQwEQWgncZuF6Yk/iqXoZRQ0ajQZBo5RKj6TSuymIorfUoNFqjvWStu4hbaP3VGfwDl0bDGo+MxWfoookFZUehCCKaEWxQ47lh8oq6T1keBdapdJRlLAMk31thoqKyhnwvQejioqKioqKioofoookFRUVFRUVFZU2UEWSioqKioqKikobqCJJRUVFRUVFRaUNVJGkoqKioqKiotIGqkhSUVFRUVFRUWkDVSSpqKioqKioqLSBKpJUVFRUVFRUVNpAFUkqKioqKioqKm2giiQVFRUVFRUVlTZQRZKKioqKioqKShuoIklFRUVFRUVFpQ1UkaSioqKioqKi0gaqSFJRUVFRUVFRaQNVJKmoqKioqKiotIEqklRUVFRUVFRU2kAVSSoqKioqKioqbaCKJBUVFRUVFRWVNlBFkoqKioqKiopKG6giSUVFRUVFRUWlDVSRpKKioqKioqLSBqpIUlFRUVFRUVFpA1UkqaioqKioqKi0gSDLcucfVBDKgLxOP/DxRADlXfweKh1DPSf+iXpe/A/1nPgn6nnxP7rrnCTJshx5YmWXiKTuQBCEzbIsj/C1HSrHUM+Jf6KeF/9DPSf+iXpe/A9fnxN1uE1FRUVFRUVFpQ1UkaSioqKioqKi0gY9WST909cGqJyEek78E/W8+B/qOfFP1PPif/j0nPRYnyQVFRUVFRUVla6kJ/ckqaioqKioqKh0GX4vkgRBmCEIwgFBELIFQXigjf2CIAivePfvFARhmC/sPJ9oxzm51nsudgqCsFYQhMG+sPN84kznpFW7kYIgeARBWNCd9p2vtOe8CIIwWRCE7YIg7BEE4afutvF8ox33r2BBEBYLgrDDe05u8IWd5xOCILwjCEKpIAi7T7Hfd895WZb9dgE0wCEgBdADO4D+J7SZBSwFBGAMsMHXdgfy0s5zMg4I9a7PVM+J789Jq3Y/AEuABb62O9CXdl4rIcBeoJd3O8rXdgfy0s5z8hDwrHc9EqgE9L62PZAXYCIwDNh9iv0+e877e0/SKCBbluXDsiw7gY+AS09ocynwnqywHggRBCG2uw09jzjjOZFlea0sy1XezfVAQjfbeL7RnusE4Hbgc6C0O407j2nPebkG+EKW5XwAWZbVc9O1tOecyECQIAgCYEURSe7uNfP8QpbllSif86nw2XPe30VSPFDQarvQW9fRNiqdR0c/75tQfgGodB1nPCeCIMQD84A3utGu8532XCvpQKggCCsEQdgiCML13Wbd+Ul7zsnfgX7AUWAXcKcsy1L3mKdyCnz2nNd2x5ucA0IbdSdOx2tPG5XOo92ftyAIU1BE0oQutUilPefkJeB+WZY9yg9klW6gPedFCwwHLgJMwDpBENbLspzV1cadp7TnnFwMbAcuBFKB7wRBWCXLcm0X26Zyanz2nPd3kVQIJLbaTkBR9x1to9J5tOvzFgRhEPAWMFOW5Ypusu18pT3nZATwkVcgRQCzBEFwy7L8ZbdYeH7S3vtXuSzL9UC9IAgrgcGAKpK6hvackxuAZ2TFGSZbEIQcoC+wsXtMVGkDnz3n/X24bROQJghCb0EQ9MBVwP9OaPM/4Hqv9/sYoEaW5aLuNvQ84oznRBCEXsAXwM/VX8TdwhnPiSzLvWVZTpZlORn4DLhVFUhdTnvuX4uACwRB0AqCYAZGA/u62c7zifack3yUnj0EQYgGMoDD3Wqlyon47Dnv1z1Jsiy7BUG4DfgGZVbCO7Is7xEE4Rbv/jdQZurMArKBBpRfASpdRDvPyR+AcOA1b8+FW1aTRnYZ7TwnKt1Me86LLMv7BEFYBuwEJOAtWZbbnAatcu6081r5M/BvQRB2oQzz3C/LcndkoT9vEQThv8BkIEIQhELgMUAHvn/OqxG3VVRUVFRUVFTawN+H21RUVFRUVFRUfIIqklRUVFRUVFRU2kAVSSoqKioqKioqbaCKJBUVFRUVFRWVNlBFkoqKioqKiopKG6giSUVFRUVFRUWlDVSRpKKioqKioqLSBqpIUlFRUVFRUVFpg/8HMipx3XKYrvMAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10, 10))\n", "plt.grid()\n", "for i in range(0, 200, 10):\n", " num = i\n", " plt.plot(x_input[num_p_row*num:num_p_row*(num+1), 0],\n", " model(x_input[num_p_row*num:num_p_row*(num+1), :]))\n" ] }, { "cell_type": "code", "execution_count": 69, "metadata": { "id": "Pb4wBC-ldi_C" }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "def check_3d_plot(model, elev_, azim_):\n", " x = np.arange(0, 1.0, 0.02)\n", " t = np.arange(0, 2.0, 0.02)\n", " zs = np.array([model(tf.constant([x_, t_], shape=(1, 2)))\n", " for t_ in t for x_ in x])\n", " X, Y = np.meshgrid(x, t)\n", " Z = zs.reshape(X.shape)\n", " fig = plt.figure(figsize=(30, 15))\n", " ax = fig.add_subplot(121, projection='3d')\n", " ax.set_xlabel('x')\n", " ax.set_ylabel('t')\n", " ax.plot_surface(X, Y, Z, cmap='jet')\n", " ax.view_init(elev=elev_, azim=azim_)\n", " ax2 = fig.add_subplot(122, projection='3d')\n", " ax2.plot_surface(X, Y, Z, cmap='jet')\n", " ax2.view_init(elev=90., azim=0.)\n", " ax2.set_xlabel('x')\n", " ax2.set_ylabel('t')\n", " plt.show()\n", "check_3d_plot(model, 25, -35)\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "colab": { "collapsed_sections": [], "name": "Proj_gen2.ipynb", "provenance": [] }, "interpreter": { "hash": "6d0436a005dab00633980011810d3fa07be3a7414af46c729a0eb2011268a27d" }, "kernelspec": { "display_name": "Python 3.8.11 64-bit ('tf': conda)", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.12" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 0 }