diff --git a/WavefieldSeparation-dipping_MDD_stochastic_multisource_torch_vs_numpy.ipynb b/WavefieldSeparation-dipping_MDD_stochastic_multisource_torch_vs_numpy.ipynb new file mode 100644 index 0000000..d386547 --- /dev/null +++ b/WavefieldSeparation-dipping_MDD_stochastic_multisource_torch_vs_numpy.ipynb @@ -0,0 +1,845 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Up/Down decon with stochastic gradient algorithms and multiple virtual sources - comparison of torch vs numpy" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "DYXFoX05j0op", + "outputId": "b3cdf29f-69ae-4d6f-f45e-f62f1ee81ee1" + }, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "\n", + "import os\n", + "import warnings\n", + "warnings.filterwarnings('ignore')\n", + "\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import scipy as sp\n", + "import torch\n", + "import torchvision\n", + "import torch.nn as nn\n", + "import pylops_gpu\n", + "\n", + "from scipy.sparse import csr_matrix, vstack\n", + "from scipy.signal import filtfilt,convolve, hilbert\n", + "from scipy.linalg import lstsq, solve\n", + "from scipy.sparse.linalg import LinearOperator, cg, lsqr\n", + "from scipy import misc\n", + "from torch.autograd import gradcheck\n", + "from pylops_gpu.utils.backend import device\n", + "from torch.nn import MSELoss\n", + "from torch.utils.data import TensorDataset, DataLoader\n", + "from torch.utils.data import Dataset, DataLoader\n", + "\n", + "from pylops.utils import dottest\n", + "from pylops.utils.wavelets import *\n", + "from pylops.utils.tapers import *\n", + "from pylops.utils.signalprocessing import convmtx\n", + "from pylops.basicoperators import *\n", + "from pylops.signalprocessing import *\n", + "from pylops.waveeqprocessing.wavedecomposition import *\n", + "from pylops.waveeqprocessing.oneway import PhaseShift\n", + "from pylops.waveeqprocessing.mdd import MDC, MDD\n", + "from pylops.optimization.leastsquares import *\n", + "from pylops.optimization.sparsity import *\n", + "\n", + "from stochmdd_numpy import SGD, ExponentialLR, MDDminibatch\n", + "from stochmdd import MDDminibatch as MDDminibatch_torch" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Data loading" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "datapath = 'Data'\n", + "\n", + "inputfile = os.path.join(datapath, 'input_dipping_recsolid.npz')\n", + "\n", + "vel_dir = 1500.0 # velocity of water\n", + "vel_sep = 1600.0 # velocity at separation level\n", + "rho_sep = 1100.0 # density at separation level\n", + "method = 'src_ana'\n", + "\n", + "\n", + "inputdata = np.load(inputfile)\n", + "\n", + "# Receivers\n", + "r = inputdata['r']\n", + "r = r[:, 201:-1]\n", + "nr = r.shape[1]\n", + "dr = r[0, 1]-r[0, 0]\n", + "\n", + "# Sources\n", + "s = inputdata['s']\n", + "s = s[:, :200]\n", + "ns = s.shape[1]\n", + "ds = s[0, 1]-s[0, 0]\n", + "\n", + "# Model\n", + "rho = inputdata['rho']\n", + "vel = inputdata['vel']\n", + "\n", + "# Axes\n", + "nt, dt = 941, 0.005\n", + "t = np.arange(nt) * dt\n", + "x, z = inputdata['x'], inputdata['z']\n", + "dx, dz = x[1] - x[0], z[1] - z[0]\n", + "\n", + "# Wavelet\n", + "wav, _, wav_c = ricker(t[0:51], 20)\n", + "wav_c = np.argmax(wav)\n", + "\n", + "plt.figure(figsize=(9,5))\n", + "im = plt.imshow(rho, cmap='gray', extent = (x[0], x[-1], z[-1], z[0]))\n", + "plt.scatter(r[0, ::5], r[1, ::5], marker='v', s=150, c='b', edgecolors='k')\n", + "plt.scatter(s[0], s[1], marker='*', s=250, c='r', edgecolors='k')\n", + "plt.axis('tight')\n", + "plt.xlabel('x [m]'),plt.ylabel('y [m]'),plt.title('Model and Geometry')\n", + "plt.xlim(x[0], x[-1])\n", + "plt.ylim(z[-1], z[0])\n", + "plt.colorbar(im)\n", + "\n", + "plt.figure(figsize=(9,5))\n", + "im = plt.imshow(vel, cmap='gray', extent = (x[0], x[-1], z[-1], z[0]))\n", + "plt.scatter(r[0, ::5], r[1, ::5], marker='v', s=150, c='b', edgecolors='k')\n", + "plt.scatter(s[0], s[1], marker='*', s=250, c='r', edgecolors='k')\n", + "plt.axis('tight')\n", + "plt.xlabel('x [m]'),plt.ylabel('y [m]'),plt.title('Model and Geometry')\n", + "plt.xlim(x[0], x[-1])\n", + "plt.ylim(z[-1], z[0])\n", + "plt.colorbar(im);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Up/down separated data" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "fPN_eCN41qCs", + "outputId": "88c09727-22e7-43ed-880b-91bc2fb028ae" + }, + "outputs": [], + "source": [ + "data = np.load('Data/updown_dipping_belowseabed_%s.npz'% method)\n", + "\n", + "pup = data['pup'][:200, :, :200]\n", + "pdown = data['pdown'][:200, :, :200]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Reference Reflection response" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "inputfile = os.path.join(datapath, 'input_dipping_noseabed_recsolid.npz')\n", + "inputdata = np.load(inputfile)\n", + "\n", + "# data\n", + "R = -inputdata['vz_noseabed'][:, :200]\n", + "\n", + "# Model\n", + "rho_ref = inputdata['rho_noseabed']\n", + "vel_ref = inputdata['vel_noseabed']\n", + "\n", + "plt.figure(figsize=(9,5))\n", + "im = plt.imshow(rho_ref, cmap='gray', extent = (x[0], x[-1], z[-1], z[0]))\n", + "plt.scatter(r[0, ::5], r[1, ::5], marker='v', s=150, c='b', edgecolors='k')\n", + "plt.axis('tight')\n", + "plt.xlabel('x [m]'),plt.ylabel('y [m]'),plt.title('Rho and Geometry')\n", + "plt.xlim(x[0], x[-1])\n", + "plt.ylim(z[-1], z[0])\n", + "plt.colorbar(im)\n", + "\n", + "plt.figure(figsize=(9,5))\n", + "im = plt.imshow(vel_ref, cmap='gray', extent = (x[0], x[-1], z[-1], z[0]))\n", + "plt.scatter(r[0, ::5], r[1, ::5], marker='v', s=150, c='b', edgecolors='k')\n", + "plt.axis('tight')\n", + "plt.xlabel('x [m]'),plt.ylabel('y [m]'),plt.title('Vel and Geometry')\n", + "plt.xlim(x[0], x[-1])\n", + "plt.ylim(z[-1], z[0])\n", + "plt.colorbar(im);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Data preparation" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 392 + }, + "id": "kLgNeIQmf9a6", + "outputId": "ff67191b-2ae4-45d1-d949-339c8533f63a" + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Pad data with zero at the end (to avoid wrap around)\n", + "npad = 50 # 400\n", + "pdown = np.pad(pdown, ((0, 0), (0, npad), (0, 0)))#.astype('float32')\n", + "pup = np.pad(pup, ((0, 0), (0, npad), (0, 0)))#.astype('float32')\n", + "R = np.pad(R, ((1, npad), (0, 0) ))#.astype('float32')\n", + "ntpad = pup.shape[1]\n", + "tpad = np.arange(ntpad) * dt\n", + "tpad2 = np.hstack((-tpad[::-1], tpad[1:]))\n", + "\n", + "fig, axs = plt.subplots(1, 2, figsize=(9,6))\n", + "axs[0].imshow(pup[ns//2], cmap='gray', vmin=-0.1*np.abs(pdown).max(), vmax=0.1*np.abs(pdown).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "axs[0].set_title(r'$pup$')\n", + "axs[0].axis('tight')\n", + "axs[1].imshow(pdown[ns//2], cmap='gray', vmin=-0.1*np.abs(pdown).max(), vmax=0.1*np.abs(pdown).max(),\n", + " extent = (r[0,0], r[0,-1], t[-1], t[0]))\n", + "axs[1].set_title(r'$pdown$')\n", + "axs[1].axis('tight');" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "# Rescale data to of amplitude around 1\n", + "scaling = 5\n", + "pdown *= scaling\n", + "pup *= scaling" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 339 + }, + "id": "en_9vGrCf9a8", + "outputId": "2d8ed7a5-25f4-482d-d1e8-af676b346064" + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# check max frequency to use\n", + "nfmax=250#550\n", + "nfft = ntpad#2**11\n", + "\n", + "FFTop = FFT2D(dims=[nr, ntpad], nffts=[nfft, nfft], sampling=[dr, dt])\n", + "PUP = (FFTop*pup[ns//2].T.flatten()).reshape(nfft, nfft)\n", + "PDOWN = (FFTop*pdown[ns//2].T.flatten()).reshape(nfft, nfft)\n", + "RTRUE = (FFTop*R.T.ravel()).reshape(nfft, nfft)\n", + "\n", + "# mask away high freqs\n", + "mask = np.zeros((nfft, nfft))\n", + "mask[:, :nfmax] = 1\n", + "mask[:, -nfmax:] = 1\n", + "mask = filtfilt(np.ones(50)/50, 1, mask, axis=1)\n", + "RTRUE *= mask\n", + "R = np.real(FFTop.H * RTRUE.ravel()).reshape(nr, ntpad).T\n", + "\n", + "fig, axs = plt.subplots(1, 3, sharey=True, figsize=(15,5))\n", + "im=axs[0].imshow(np.fft.fftshift(np.abs(PDOWN[:, :nfft//2-1]),axes=0).T, cmap='jet', interpolation='sinc',\n", + " extent = (FFTop.f1[0], FFTop.f1[nfft//2-1], FFTop.f2[nfft//2-1], FFTop.f2[0]),\n", + " vmin=0, vmax=np.abs(PDOWN).max())\n", + "axs[0].axhline(FFTop.f2[nfmax], color='w')\n", + "axs[0].set_title(r'$P^+(f, k_x)$')\n", + "axs[0].axis('tight')\n", + "im=axs[1].imshow(np.fft.fftshift(np.abs(PUP[:, :nfft//2-1]),axes=0).T, cmap='jet', interpolation='sinc',\n", + " extent = (FFTop.f1[0], FFTop.f1[nfft//2-1], FFTop.f2[nfft//2-1], FFTop.f2[0]),\n", + " vmin=0, vmax=np.abs(PDOWN).max())\n", + "axs[1].axhline(FFTop.f2[nfmax], color='w')\n", + "axs[1].set_title(r'$P^-(f, k_x)$')\n", + "axs[1].axis('tight')\n", + "im=axs[2].imshow(np.fft.fftshift(np.abs(RTRUE[:, :nfft//2-1]),axes=0).T, cmap='jet', interpolation='sinc',\n", + " extent = (FFTop.f1[0], FFTop.f1[nfft//2-1], FFTop.f2[nfft//2-1], FFTop.f2[0]),\n", + " vmin=0, vmax=np.abs(RTRUE).max())\n", + "axs[2].axhline(FFTop.f2[nfmax], color='w')\n", + "axs[2].set_title(r'$R(f, k_x)$')\n", + "axs[2].axis('tight')\n", + "axs[2].set_ylim(70, 0);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Stochastic MDD" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "lossdict = {}\n", + "lossepochdict = {}\n", + "avgdict = {}\n", + "enormdict = {}\n", + "mdict = {}\n", + "dr = 1. # force it to 1" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "200" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# all vs\n", + "ivs = nr//2\n", + "nvsin = 0\n", + "nvsend = nr\n", + "nvs = nvsend-nvsin\n", + "nvs" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "id": "C1R-rKLI_fqc" + }, + "outputs": [], + "source": [ + "pup = pup[:, :, nvsin:nvsend].transpose(1, 0, 2)\n", + "pdown = pdown.transpose(1, 0, 2)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "VO6fPf9V7MGj", + "outputId": "152c4867-7827-4944-b784-c3ae3aecf4f9" + }, + "outputs": [], + "source": [ + "pdown_fft = np.fft.rfft(pdown, ntpad, axis=0)\n", + "pdown_fft = pdown_fft[:nfmax]" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "# Torch\n", + "R_torch= torch.from_numpy(R)\n", + "pdown_fft_torch = torch.from_numpy(pdown_fft)\n", + "pup_torch = torch.from_numpy(pup)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Gradients" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial Loss norm: 2.009957e+00\n", + "Initial Gradient norm: 2.492053e-02, scaled by lr: 2.492053e-02\n", + "Time: 16.111460 s\n", + "Initial Gradient norm: 9.958157e-06, scaled by lr: 9.958157e-06\n", + "Initial Gradient norm as np.linalg.norm: 6.254508e+04, scaled by nbatches: 6.254508e+04\n", + "Final Model norm: 9.958157e-06\n", + "Time: 23.093647 s\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Check full gradient\n", + "gradfull = MDDminibatch(ntpad, nr, dt, dr, pdown_fft, pup, SGD, \n", + " 1, ns, twosided=False, mtrue=R, ivstrue=ivs, seed=0, savegradnorm=True, savefirstgrad=True,\n", + " **dict(lr=1., weight_decay=0))[-1].reshape(ntpad, nr, nvs)\n", + "gradfull_torch = MDDminibatch_torch(ntpad, nr, dt, dr, pdown_fft_torch, pup_torch, torch.optim.SGD, \n", + " 1, ns, twosided=False, mtrue=R_torch, ivstrue=ivs, seed=0, savegradnorm=True, savefirstgrad=True,\n", + " **dict(lr=1., weight_decay=0))[-1].reshape(ntpad, nr, nvs)\n", + "\n", + "torch_to_numpy_to_scaling = ((ntpad*ns*nvs)/2) \n", + "gradfull_torch = gradfull_torch * torch_to_numpy_to_scaling\n", + "\n", + "fig, axs = plt.subplots(1, 3, figsize=(14, 9))\n", + "axs[0].imshow(gradfull[..., ivs], cmap='gray', vmin=-0.1*np.abs(gradfull).max(), vmax=0.1*np.abs(gradfull).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "axs[0].set_title(r'Full grad')\n", + "axs[0].axis('tight')\n", + "axs[1].imshow(gradfull_torch[..., ivs], cmap='gray', vmin=-0.1*np.abs(gradfull).max(), vmax=0.1*np.abs(gradfull).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "axs[1].set_title(r'Full grad torch')\n", + "axs[1].axis('tight')\n", + "axs[2].imshow(gradfull[..., ivs] - gradfull_torch[..., ivs].cpu().numpy(), cmap='gray', vmin=-0.1*np.abs(gradfull).max(), vmax=0.1*np.abs(gradfull).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "axs[2].set_title(r'Difference')\n", + "axs[2].axis('tight');" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial Loss norm: 1.861656e+00\n", + "Initial Gradient norm: 2.948048e-03, scaled by lr: 2.948048e-03\n", + "Time: 46.819698 s\n", + "Initial Gradient norm: 4.601678e-05, scaled by lr: 4.601678e-05\n", + "Initial Gradient norm as np.linalg.norm: 2.151205e+04, scaled by nbatches: 1.344503e+05\n", + "Final Model norm: 5.209427e-04\n", + "Time: 57.479443 s\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Check Batch\n", + "batch_size = 32\n", + "\n", + "grad32 = MDDminibatch(ntpad, nr, dt, dr, pdown_fft, pup, SGD, \n", + " 1, batch_size, twosided=False, shuffle=False, mtrue=None, seed=0, savegradnorm=True, savefirstgrad=True,\n", + " **dict(lr=1., weight_decay=0))[-1].reshape(ntpad, nr, nvs)\n", + "grad32_torch = MDDminibatch_torch(ntpad, nr, dt, dr, pdown_fft_torch, pup_torch, torch.optim.SGD, \n", + " 1, batch_size, twosided=False, shuffle=False, mtrue=None, seed=0, savegradnorm=True, savefirstgrad=True,\n", + " **dict(lr=1., weight_decay=0))[-1].reshape(ntpad, nr, nvs)\n", + "\n", + "torch_to_numpy_to_scaling = ((ntpad*batch_size*nvs)/2) \n", + "grad32_torch = grad32_torch * torch_to_numpy_to_scaling\n", + "\n", + "\n", + "fig, axs = plt.subplots(1, 3, figsize=(14, 9))\n", + "axs[0].imshow(grad32[..., ivs], cmap='gray', vmin=-0.1*np.abs(gradfull).max(), vmax=0.1*np.abs(gradfull).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "axs[0].set_title(r'Full grad')\n", + "axs[0].axis('tight')\n", + "axs[1].imshow(grad32_torch[..., ivs], cmap='gray', vmin=-0.1*np.abs(gradfull).max(), vmax=0.1*np.abs(gradfull).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "axs[1].set_title(r'Full grad torch')\n", + "axs[1].axis('tight')\n", + "axs[2].imshow(grad32[..., ivs] - grad32_torch[..., ivs].cpu().numpy(), cmap='gray', vmin=-0.1*np.abs(gradfull).max(), vmax=0.1*np.abs(gradfull).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "axs[2].set_title(r'Difference')\n", + "axs[2].axis('tight');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### SGD with no shuffle" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "batch_size = 64\n", + "nepochs = 1\n", + "lr_torch = 1500." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial Loss norm: 1.936968e+00\n", + "Initial Gradient norm: 6.595883e-03, scaled by lr: 3.689336e-10\n", + "Time: 57.445486 s\n" + ] + } + ], + "source": [ + "torch_to_numpy_to_scaling = ((ntpad*batch_size*nvs)/2) \n", + "lr = lr_torch / torch_to_numpy_to_scaling\n", + "\n", + "model, dmod, lossdict['SGD'], avgdict['SGD'], lossepochdict['SGD'], enormdict['SGD'], _ = \\\n", + " MDDminibatch(ntpad, nr, dt, dr, pdown_fft, pup, SGD, \n", + " nepochs, batch_size, twosided=False, shuffle=False,\n", + " mtrue=None, seed=0, enormabsscaling=True,\n", + " epochprint=5, savegradnorm=True, \n", + " **dict(lr=lr, weight_decay=0))\n", + "mdict[\"SGD\"] = model" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial Gradient norm: 2.573918e-05, scaled by lr: 5.791315e+01\n", + "Initial Gradient norm as np.linalg.norm: 3.217740e+04, scaled by nbatches: 1.005544e+05\n", + "Final Model norm: 8.974420e+02\n", + "Time: 75.166942 s\n" + ] + } + ], + "source": [ + "model, dmod, lossdict['SGD_torch'], avgdict['SGD_torch'], lossepochdict['SGD_torch'], enormdict['SGD_torch'], _ = \\\n", + " MDDminibatch_torch(ntpad, nr, dt, dr, pdown_fft_torch, pup_torch, torch.optim.SGD, \n", + " nepochs, batch_size, twosided=False, shuffle=False,\n", + " mtrue=None, seed=0, epochprint=5,\n", + " **dict(lr=lr_torch, weight_decay=0))\n", + "mdict[\"SGD_torch\"] = model.detach().numpy()" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, (ax1, ax2, ax3) = plt.subplots(1,3, sharey=True, figsize=(16, 9))\n", + "ax1.imshow(mdict[\"SGD\"][..., ivs], \n", + " aspect='auto', interpolation='nearest', cmap='gray',\n", + " vmin=-0.2*np.abs(R).max(), vmax=0.2*np.abs(R).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "ax1.set_title('Numpy')\n", + "ax2.imshow(mdict[\"SGD_torch\"][..., ivs],\n", + " aspect='auto', interpolation='nearest', cmap='gray',\n", + " vmin=-0.2*np.abs(R).max(), vmax=0.2*np.abs(R).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "ax2.set_title('Torch')\n", + "ax3.imshow((mdict[\"SGD\"][..., ivs]-mdict[\"SGD_torch\"][..., ivs]),\n", + " aspect='auto', interpolation='nearest', cmap='gray',\n", + " vmin=-0.2*np.abs(R).max(), vmax=0.2*np.abs(R).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "ax3.set_title('Error')\n", + "ax3.set_ylim(2, 0);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### SGD with momentum and no-shuffle" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "batch_size = 64\n", + "nepochs = 1\n", + "lr_torch = 500." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial Loss norm: 1.936968e+00\n", + "Initial Gradient norm: 6.595883e-03, scaled by lr: 4.099262e-11\n", + "Time: 32.776983 s\n", + "Initial Gradient norm: 2.573918e-05, scaled by lr: 6.434794e+00\n", + "Initial Gradient norm as np.linalg.norm: 3.217740e+04, scaled by nbatches: 1.005544e+05\n", + "Final Model norm: 2.746709e+02\n", + "Time: 41.243581 s\n" + ] + } + ], + "source": [ + "torch_to_numpy_to_scaling = ((ntpad*batch_size*nvs)/2) \n", + "lr = lr_torch / torch_to_numpy_to_scaling\n", + "\n", + "model, dmod, lossdict['SGD'], avgdict['SGD'], lossepochdict['SGD'], enormdict['SGD'], _ = \\\n", + " MDDminibatch(ntpad, nr, dt, dr, pdown_fft, pup, SGD, \n", + " nepochs, batch_size, twosided=False, shuffle=False,\n", + " mtrue=None, seed=0, enormabsscaling=True,\n", + " epochprint=5, savegradnorm=True, \n", + " **dict(lr=lr, weight_decay=0, momentum=0.9, nesterov=True))\n", + "mdict[\"SGD\"] = model\n", + "\n", + "model, dmod, lossdict['SGD_torch'], avgdict['SGD_torch'], lossepochdict['SGD_torch'], enormdict['SGD_torch'], _ = \\\n", + " MDDminibatch_torch(ntpad, nr, dt, dr, pdown_fft_torch, pup_torch, torch.optim.SGD, \n", + " nepochs, batch_size, twosided=False, shuffle=False,\n", + " mtrue=None, seed=0, epochprint=5,\n", + " **dict(lr=lr_torch, weight_decay=0, momentum=0.9, nesterov=True))\n", + "mdict[\"SGD_torch\"] = model.detach().numpy()" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, (ax1, ax2, ax3) = plt.subplots(1,3, sharey=True, figsize=(16, 9))\n", + "ax1.imshow(mdict[\"SGD\"][..., ivs], \n", + " aspect='auto', interpolation='nearest', cmap='gray',\n", + " vmin=-0.2*np.abs(R).max(), vmax=0.2*np.abs(R).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "ax1.set_title('Numpy')\n", + "ax2.imshow(mdict[\"SGD_torch\"][..., ivs],\n", + " aspect='auto', interpolation='nearest', cmap='gray',\n", + " vmin=-0.2*np.abs(R).max(), vmax=0.2*np.abs(R).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "ax2.set_title('Torch')\n", + "ax3.imshow((mdict[\"SGD\"][..., ivs]-mdict[\"SGD_torch\"][..., ivs]),\n", + " aspect='auto', interpolation='nearest', cmap='gray',\n", + " vmin=-0.2*np.abs(R).max(), vmax=0.2*np.abs(R).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "ax3.set_title('Error')\n", + "ax3.set_ylim(2, 0);" + ] + } + ], + "metadata": { + "colab": { + "collapsed_sections": [], + "name": "Data preparation.ipynb", + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": { + "height": "calc(100% - 180px)", + "left": "10px", + "top": "150px", + "width": "294.233px" + }, + "toc_section_display": true, + "toc_window_display": true + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/WavefieldSeparation-dipping_MDD_stochastic_singlesource_torch_vs_numpy.ipynb b/WavefieldSeparation-dipping_MDD_stochastic_singlesource_torch_vs_numpy.ipynb new file mode 100644 index 0000000..80946c8 --- /dev/null +++ b/WavefieldSeparation-dipping_MDD_stochastic_singlesource_torch_vs_numpy.ipynb @@ -0,0 +1,1101 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Up/Down decon with stochastic gradient algorithms - comparison of torch vs numpy" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this notebook, we want to verify the equivalence of the two implementations" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "DYXFoX05j0op", + "outputId": "b3cdf29f-69ae-4d6f-f45e-f62f1ee81ee1" + }, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "\n", + "import os\n", + "import warnings\n", + "warnings.filterwarnings('ignore')\n", + "\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import scipy as sp\n", + "import torch\n", + "import torch.nn as nn\n", + "\n", + "from scipy.sparse import csr_matrix, vstack\n", + "from scipy.signal import filtfilt,convolve\n", + "from scipy.linalg import lstsq, solve\n", + "from scipy.sparse.linalg import LinearOperator, cg, lsqr\n", + "from scipy import misc\n", + "from torch.nn import MSELoss\n", + "from torch.utils.data import TensorDataset, DataLoader\n", + "from torch.utils.data import Dataset, DataLoader\n", + "\n", + "from pylops.utils import dottest\n", + "from pylops.utils.wavelets import *\n", + "from pylops.utils.tapers import *\n", + "from pylops.utils.signalprocessing import convmtx\n", + "from pylops.basicoperators import *\n", + "from pylops.signalprocessing import *\n", + "from pylops.waveeqprocessing.wavedecomposition import *\n", + "from pylops.waveeqprocessing.oneway import PhaseShift\n", + "from pylops.waveeqprocessing.mdd import MDC, MDD\n", + "from pylops.optimization.leastsquares import *\n", + "from pylops.optimization.sparsity import *\n", + "\n", + "from mdc import MDC\n", + "from stochmdd_numpy import SGD, ExponentialLR, MDDminibatch\n", + "from stochmdd import MDDminibatch as MDDminibatch_torch" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Parameters" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "datapath = 'Data'\n", + "\n", + "vel_dir = 1500.0 # velocity of water\n", + "vel_sep = 1600.0 # velocity at separation level\n", + "rho_sep = 1100.0 # density at separation level\n", + "\n", + "method = 'src_ana'\n", + "niter = 20" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Data loading" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "inputfile = os.path.join(datapath, 'input_dipping_recsolid.npz')\n", + "inputdata = np.load(inputfile)\n", + "\n", + "# Receivers\n", + "r = inputdata['r']\n", + "r = r[:, 201:-1]\n", + "nr = r.shape[1]\n", + "dr = r[0, 1]-r[0, 0]\n", + "\n", + "# Sources\n", + "s = inputdata['s']\n", + "s = s[:, :200]\n", + "ns = s.shape[1]\n", + "ds = s[0, 1]-s[0, 0]\n", + "\n", + "# Model\n", + "rho = inputdata['rho']\n", + "vel = inputdata['vel']\n", + "\n", + "# Axes\n", + "nt, dt = 941, 0.005\n", + "t = np.arange(nt) * dt\n", + "x, z = inputdata['x'], inputdata['z']\n", + "dx, dz = x[1] - x[0], z[1] - z[0]\n", + "\n", + "# Wavelet\n", + "wav, _, wav_c = ricker(t[0:51], 20)\n", + "wav_c = np.argmax(wav)\n", + "\n", + "plt.figure(figsize=(9,5))\n", + "im = plt.imshow(rho, cmap='gray', extent = (x[0], x[-1], z[-1], z[0]))\n", + "plt.scatter(r[0, ::5], r[1, ::5], marker='v', s=150, c='b', edgecolors='k')\n", + "plt.scatter(s[0], s[1], marker='*', s=250, c='r', edgecolors='k')\n", + "plt.axis('tight')\n", + "plt.xlabel('x [m]'),plt.ylabel('y [m]'),plt.title('Model and Geometry')\n", + "plt.xlim(x[0], x[-1])\n", + "plt.ylim(z[-1], z[0])\n", + "plt.colorbar(im)\n", + "\n", + "plt.figure(figsize=(9,5))\n", + "im = plt.imshow(vel, cmap='gray', extent = (x[0], x[-1], z[-1], z[0]))\n", + "plt.scatter(r[0, ::5], r[1, ::5], marker='v', s=150, c='b', edgecolors='k')\n", + "plt.scatter(s[0], s[1], marker='*', s=250, c='r', edgecolors='k')\n", + "plt.axis('tight')\n", + "plt.xlabel('x [m]'),plt.ylabel('y [m]'),plt.title('Model and Geometry')\n", + "plt.xlim(x[0], x[-1])\n", + "plt.ylim(z[-1], z[0])\n", + "plt.colorbar(im);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Up/down separated data" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "fPN_eCN41qCs", + "outputId": "88c09727-22e7-43ed-880b-91bc2fb028ae" + }, + "outputs": [], + "source": [ + "data = np.load(os.path.join(datapath, 'updown_dipping_belowseabed_%s.npz'% method))\n", + "\n", + "pup = data['pup'][:200, :, :200]\n", + "pdown = data['pdown'][:200, :, :200]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Reference Reflection response" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "inputfile = os.path.join(datapath, 'input_dipping_noseabed_recsolid.npz')\n", + "inputdata = np.load(inputfile)\n", + "\n", + "# data\n", + "R = -inputdata['vz_noseabed'][:, :200]\n", + "\n", + "# Model\n", + "rho_ref = inputdata['rho_noseabed']\n", + "vel_ref = inputdata['vel_noseabed']\n", + "\n", + "plt.figure(figsize=(9,5))\n", + "im = plt.imshow(rho_ref, cmap='gray', extent = (x[0], x[-1], z[-1], z[0]))\n", + "plt.scatter(r[0, ::5], r[1, ::5], marker='v', s=150, c='b', edgecolors='k')\n", + "plt.axis('tight')\n", + "plt.xlabel('x [m]'),plt.ylabel('y [m]'),plt.title('Rho and Geometry')\n", + "plt.xlim(x[0], x[-1])\n", + "plt.ylim(z[-1], z[0])\n", + "plt.colorbar(im)\n", + "\n", + "plt.figure(figsize=(9,5))\n", + "im = plt.imshow(vel_ref, cmap='gray', extent = (x[0], x[-1], z[-1], z[0]))\n", + "plt.scatter(r[0, ::5], r[1, ::5], marker='v', s=150, c='b', edgecolors='k')\n", + "plt.axis('tight')\n", + "plt.xlabel('x [m]'),plt.ylabel('y [m]'),plt.title('Vel and Geometry')\n", + "plt.xlim(x[0], x[-1])\n", + "plt.ylim(z[-1], z[0])\n", + "plt.colorbar(im);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Data preparation" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 392 + }, + "id": "kLgNeIQmf9a6", + "outputId": "ff67191b-2ae4-45d1-d949-339c8533f63a" + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Pad data with zero at the end (to avoid wrap around)\n", + "npad = 50 # 400\n", + "pdown = np.pad(pdown, ((0, 0), (0, npad), (0, 0)))#.astype('float32')\n", + "pup = np.pad(pup, ((0, 0), (0, npad), (0, 0)))#.astype('float32')\n", + "R = np.pad(R, ((1, npad), (0, 0) ))#.astype('float32')\n", + "ntpad = pup.shape[1]\n", + "tpad = np.arange(ntpad) * dt\n", + "tpad2 = np.hstack((-tpad[::-1], tpad[1:]))\n", + "\n", + "fig, axs = plt.subplots(1, 2, figsize=(9,6))\n", + "axs[0].imshow(pup[ns//2], cmap='gray', vmin=-0.1*np.abs(pdown).max(), vmax=0.1*np.abs(pdown).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "axs[0].set_title(r'$pup$')\n", + "axs[0].axis('tight')\n", + "axs[1].imshow(pdown[ns//2], cmap='gray', vmin=-0.1*np.abs(pdown).max(), vmax=0.1*np.abs(pdown).max(),\n", + " extent = (r[0,0], r[0,-1], t[-1], t[0]))\n", + "axs[1].set_title(r'$pdown$')\n", + "axs[1].axis('tight');" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "# Rescale data to of amplitude around 1\n", + "scaling = 5\n", + "pdown *= scaling\n", + "pup *= scaling" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 339 + }, + "id": "en_9vGrCf9a8", + "outputId": "2d8ed7a5-25f4-482d-d1e8-af676b346064" + }, + "outputs": [ + { + "data": { + "image/png": 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N/rBGI5An0BZrlMxY1wuxQ0bk31hmdjIuxNQuxYWLI0fxQqiyeCo0JbrTUHVGTMvtVUl0ByJgEjzR6jmC55dCHayLu5oyfOjALl7j7xAO//P+K6Hkk0sHqmnBe4wjmQG04BiuHOPv1a/R5e4fST40gEpasp827B3fWg4zB15gGkxFjmd3nDXzudqee0PXQNEwLvW8d3QNG762SpwpGoGRKuSFOC8gDk2xviwY6AF0xuoooa8fhrV/Ry2S7lgDGGVgDefJSHtUKBSKpmDYJ3ORoVL9cwBil8KwCjYjwn9Y376NPi1FbJMh4DxRDq3i3KGxjQSOChY0tpDBhdgYcarRMkfrOCpf7wudAoh4aivTSmdL1GwIrGIInlSQSRQHvrucR294mu5kkEkUr/N3bnzkG7ZoMEd7lAGPbOQN7qdV4R+8wz0EeO9nF+HU4sR87oIbgTToNXcrtw5fAEPBWhykoe9+uu6DC7k4iKOxMh0VCqnveWv42ipxpmgAQ2wZDos71pbmcESUddXXLeDEMc0MQvRXW33+Xn2dAE4UaJ6oCJpCoWg8RqORp/4CaTTyRVqSwxFbs09/GSmMhl0z0huNxqFyrMVEjMYolXatOBdoyj3Y1Pv1zJYJP7M0hzCrL2KGzdQLiIMZ8E+eQXsP8Iat/SMoJIg6nMgmkh59UhnNYrKJ5F/8k+9b94fZwIx4iAeWwPOe/yKq3Q/0ytrK33kNgKO4k08oB/7pIe1Kb8McJsFsC3hEcGKhI0dVHBuT2ngy98GFnNZo+2yc3mdGiTNFA5j7cXgBJUiLcxRWUbYFyEMcGwMjpagEq0NktGJ7Io4SgB/WKo6Gw3Sh/TkoFIrmx5zKCNZGowBElIHYpkxOjIgZgssQdZiWt+TEfmjmNEhllxTnArb9XOz1f3G03F56m7qvTw1zMRAXIAwSIX701yTlfwZ7gL6wihtwoo58QvGhjNEsJp9QRm5exe5Lr4T5MLtmAn88oPH9hmim73kCUiEr4ipiumwgmgyuYQPVtKAWJ5YxAm4BCqH1cxU82uFfMAmkUcoc9bcdLPt0Dk5t7OdCLxBiD0fPm6MU4/pR4kxRDy7IQ270EStAWpXj9HnbEJFlOC8grdZ7saYOHdW3K0acJ1+sAycWIA9wgGl7NUC1QqFoCEcd9QP011HE5hw1fTanNZoLGMGJ6dUtsfaHNWygIdyUI6s425jL3NtLqbKXXmWL7X3c3OM3XUg0JWrmDG4RMBmm8Aq8B7jB3iGt2UUHyvGgDifiSCOUfEasXQtTwS2vlHdvuJ0HC/+LVgi9Vm3lJpYxvdsTeGQcYMvV8dzBQvw5SHcyAEgjTsY58wY+hhdKZ9D6+V/B32hIN2NbHMTgdP3expi2FxuOns2mo8SZoh58kb4aLbFGunoisfRcxKHx1Zdt15cb0bFgrKXyjWIiJUCOvr8++rJ9WKNqhsEzD16tUCgU9jCnXPvpLyPyVYy1T1kx1mqMhngzV2cEcSRKOXF4D0OwuWPtg6YEmuJ8x16RiAsppdGZpkdvHH33hgqAGI3JenVGwmEaJN3wDjfvWQ0ZwLWQQj/K8aQcTyLJpgO5/O3IO7AQhn77Kf/z/ith5EEhWILkKD3yt9OOPGa2mk7b73dQtLg9z9Y9iSfldCeDStx5JygJ+kDJdtAmIqmPQ0Eym8znDGLj6hMK9sRUU8RFLReGKHPUl6wxL2guwatZLI5HqG5uNC3IAn87Y8dTnCxGa3EYYnCK9XlRyIO3TV9PTyFyGwY+QBUyPai/r7UgKUWHkbRHs8OToO8zTV/eGWmtLuDEKpCKc5//YrEUOh6w4zxA2abzCUOUGWLLF/lDNMYvq8Xa7ywOqxgz/jSNokRHEbtkOBOGiAvTPxuRM6Nx6TDW1EkVYTh/eHqzxWKJPdtncSqcWft0vgu0pmbeNLWfmfHZtjpjOPhH0PbADtZzLW0/PgDr4fAbLjzl9DQ76UgbimlHHm8zgaKn23PrUwsYwipaUE0smynBj1zC6chOPCmnDcWk0I9cOrCWgaxbP5QufX/kPt7gGK6kEcdHe+6GAbB5D1xu8SC4ZB81SV6wZjMn2kTD5sGfhZqtoGqKIDufONfs9jtYLPvs+k4qcqbQse00anSQL9annfXl2xEHJQC4B/yHiRAryoGyNMjbDBUpUJuNjG/WGenderO+H8NRSkYelD5Ii3cu1k78RkVIe/nxCoXi4sWcZmgIM2esKYvliDPSFWkA8kRs1grgC8Tu5CCirBhrtC0Ya7XZXE4c4sNwwoz3KnqmuJA5sxGC5qepEZxT+R6GWNMbdUbBXbxH27kHxP3pDhuderOTjoSRRzi7WMpNFH3YnsFPfc4olpBHGGX4sIRRXHfka+5cvoSeL2Zy1ZEf+Yg7jgu3gaxleN+PyVp7Fau4gTDyiCKTt9qNhZthPdD61Qpe8JsGk0GKtZkblxzRFGFWy9mPkNWX1tuY+/ZcwnFwTHXuuSix97DWmOYbwuww4ry01T9/p697BwS6SITsYDES/TI60JdidYiMlu2WQBw4Xwe1Ofp+9wEpiDjrg7X/WjDScm1UWGsod16hUFwcmFurfU0vcxpjMGJzwBoVy8Haz8xoOTaPc9ZSX8/oq5GH9JsNxjpW41H92OaiRwrFxUpTBNrZbMgwBERDrq7xPWzTAJ1Ny+v7Hr4Q4gLTapjAXJgHJEHRBG/+j2vxpJxIslnFELYu70X/O1ZyH2/wCx3ZSG/S62IpnRgs21EJHKViVmseGDoPZlZxa/BihrCKabxI2cBLWbn1FiK7ZTOEVcxjPPdOWED4f4CP4aE+b5E2MI5PRoyFZW0Q22X4dg0JtaamPTYXTfXtLnxfUEXOLkrMhsY219woH+2CODlRSMj+B46nMPq7SKSsdjUizIwW7JZIlTR3pNWmJeLolAKLobYEfCL0ZVGI8DPSHm2rOIZhjaApFIqLD9uKV0bUKhgZmsMTcTz268uM8cyKkcYeQ7TVInYpgBPHajQXCCnQ53nq+2mDtYiRMd+wc56odk2ForGcC9GNxkZ8bI9vu675s9ln6gpJMKntKwS+eoiaHKAdvMhjlONBHGnsogOrf76ZkOE5TONFSvDnBabx1ebhlC4MBg8gBS4psuBbWwXLELOV7sYnX47lobqXKcOHD7mD1t1+5ZWSKQDEks6OiLYMuw3IB56CV3mQS94+Am6RnLq9OpUo2fka0Tr7qD5nFy2OWoHaIA5ICCKijiICLAzCIiRaVmH0E/NCHBujrwZYI2hgTf85jLXV2gsYLH3TyiqRYLwz0jfEGRFnRl+zUiQCV3qqX1ZxWlF9zhTNja19MoSZkWJttjdGCmINkpJ4GLFfJfrnYKwFP9qY9m30wTCyBEDsUBtElG3TtzGq0/oijU37kWic0ZCkOLdRfc7Ob05H5K0hsWKvxLxtPzMj1TkK4tvhtrKUbd7diEgogBI4nOFCH6fvGMIqYklnYt3bVFa05G3vewmikOv3roM1LoRMyKFgbxg92qbRm40EsJ9yPNlFB6pxJZ0YAtjP1rW9wAMK+ki/tIR967k6eCMfM4Y6nPChDN+bq7CsB+0ueGnWJB575HWYVYI0rpdg7Wtm7nNmCK+GhGljUWKr8Tj2nVTk7KLFXuuFYXCMcYIKEAclQYRZHlCRrW+fpy8LRvqTjdZf4/TpjYhT0wlrxUcj3Wg+lB2GcHdgMOIc5WDt5G84XuY+agqF4uKhvpZV47NRvMMYyN4QZkbEvhzpd5aANDTdiqRQ99BfYViFXhjW1O1SxK71QexPDtbUID+sqZNGVVmFQnHh0NDYX2a8gHYwCiZ6zyViYYG0Jw+EZKdE/CjBhzLSiaU0I5ip3rPozUaGHVoO8124fsJyosjEN2Q/UWQSgExv50M6sAtPyrmUMnwo496BL0M6XF78K70P/cDs4Af5/t3+ZBJF+6wiVnEDPAFaKzg8Bx7NmEPIv3Mg0A+rX2UrLs3f0d64ZyczXll9430pe9lYlDhTmDBapXuY5sVLGmMeiBgznJdE8LkHxnSFEV5SvjUeGASMAYa6Q3wA+LcDtzjEQTIKjUQBH0JuDkSjLz+KpDgaJbGNh9hosVYoFBc3RmNNBCcO13EUayTLiK61Ae4A/wQIjADiwCNC0nzcuoKPUTCkK9bqjOFI/9pkROh5IbbQqFBrlNo3Gq/aYB3EGpTzoVCcDk5H6lt9qXr1VTE0o3fjGAHtH/yZx3gRPkHGHZsAhQSRSDJp9GRW8VTujpnDHXzEI7xE1Xhfbn1qAdewgbS6OKKcMnGmjiAK8aScOpyJI41yPGnDfsrwwYcyZjz4GH9MbkWS93zGV89j8N2fs4ybqGoHoeSzJrYv3AZbqoGJ8BYTYSqIHTP619q+DLFmvOwJKdvhCU5lkOmGxFtjhF19dvbCsMENXl1N0/6HuN77LRZLF32eL7AY+VfLA261WCy/n77TVJx+vBCHI1z/3BLc/CQ76CBI8Y4cYBj4B4gIq0XyoquMQaZ9sfbjcAbCIMQd/AEfFyAeNpUgTtStwGrIOAxdYuBgPBRlAyXgEwBlAUA20vodgrW8vgqZKxQXFy5Y+4rpUSs3oMoFEUxbENvQBxFMpgFYD25G7I0LVJgqLVYZw4IcRhyXw0iTdxwnFj8KQxqTSpG0ICNiFqHPc8Fq88zna4uyWwpF0zCnH58uh9tRwZCGjqlnGIWEwGSYyr8JnHsIfgOSYFNEN4IopA4nlq+9jUuijzDnyAO80moyyx+4jas/XcftfMRrPEDZQR8CAoqpxpU6nNhFB3IJJ5Z0wtjDL3SkmDZ8wwDe4l5++jiaT/4xlqBnCvkff2Uaz/NKq8n8hff5ln7wICTMh81pMHT+Ovo/vJJ1yUNhTWes2QVGo5aBUfG2IWztWH0S4nQUEGkugXbu2+PGRM7mI664mWnANxaLJQL4Rv+sOK9pgzg+R5GHyl38kiqg7GtZJeQeSAgQ/bYQWLQZqrZhrZ62D+uA1PuATChYDDtyYJMFyoCJfuDRFXFs7gDyICtF9FdYJFAsKY+BAJFYQ/Ft9PN0aWCqUCguPAxh1lkaewBxMr5DbMQ4RFi56PMykWhXrT7P6H9m9GlNBr5GhN02ff/x+r6MgkXfIW2PxrGN/rMWxCYZ6Y3mlCFHqKia4lQ437r02kY7TleU5ExhRJfAOlB9FCTB4L6fM7F0AaQCXYCJ0IJjhJHHKoZABfw94DV2tWrPE2tfgVHwMg/xHuNIKe7HNQEb8KScMPaQRhzf0o9kBpBMIh35hTbsJ5xdbDsUxZvcx/t1Y2EUzH7kcTyry7mJZSxhJJlEEcU2dgcFwjhdGr0B/+ZRiZ55hCB+VEukaJu96JnxXc0pj852ljUmTdFRtO1cKKZ0KtG7+u7X5rtXGxRnFovl//hzRYbhwAL9/QJgRLOdkeIsYIwvpqcE+XhJxk8FULAC6AwjEsTwpKJHvw5jvRENMRYB9ASP0cB1iLpLRG6fZNiRAm8jflSvCH3bkUANpH8t1sQnUvZdVCmCja5Yq0d6cmI5WHtThUJxftCYPzyjOmMPIEZSrN2AqkrgQ+SPPglxlgoQQWWMfZaLdRDWACRaH4bVThjpid8h+UibAT9w9kPsVg9EuO3A2srsgjjKmn5MT1TateLMcDocytP1sj3vcxVHYsEsTmznuwBtoIs7btNKmcostPeAauAW2Nomgo7VO8kmko1HenP1yHV0YBd9qr+DLlV81ncI/8c1fFE8jBZu1XTnJ2px4hiuvLvrfj6e+1e2LI7nv2kPUkgQoeRzDRsI997Fuz9PItkpkQ+6jYJRMN11JsNKvyKI3/g3UzmKO07UwTCIawPb0qHHq9u5dcAC6W5yfBxZY+BsewVObNMbG3OtGiPW7F33c020nQpmgdbYl+NGl5PtcxZgsVh+A9CnbRpYX3FWqO9mMeYbneFbAn7QxUukdhkizJyHwcQQSW1cA9TWIA7P51hbjxMgJB5CAiDQHSqMCqBGK02c/uoBfA1ztknr91BNysdynaxekCbzA0OAo1Bg0SNoMYgjZZy77VAA9gRa87dkKBSKxtJUB87eH7VRvr4HOEeImXIDikAEVTAwTN/eGG8xGLFPeUiao69sT4I+r0Cf5mJtVDJSGTOBFdJIFKjp23TW1zeLMwNzqqW575kjzv1UGoXiwqQxYsBsm8wCxXYg+gAgBqbBFO/Z9F//vbTfxEHpEDf8KaHS1Z0ljCSsVR6jWcyLPMah6YG8HjyJSLJ56tDTdAjIJdH7G37Hhzza8dK7T8EIDSYelgbsRHj+gX+xkd7kE0oC39L6yl8ZuetLXKnmg7hRvFd9F1/69mc888ikK18yBGfqxPW6Sbdab8BLPMIlM49AFxesxY/sRdBsC4XY64PWkJg6GbFmcC5H284sp70giKZpf9M0LV3TtHQZXE9xerAnSuobdNCogBjA8RbkWC+IBTYBGashZJgkrGYBqZX6flYDh6HXOEiMhPF+MAnJCOqCFGeM1+TzUA0S9fRIY4BXt+sAT1i5QqJwiUjSbMh1st/cHCmz38UP0EQU+gD0RXZkPKTmTsLm72ieOvruCoWyTaePk/lDtt3eKOwRDHSVRpyDiLaqNfq3xoGzC5JmuALpl6o3BnkkWQuBEIGINxf9cx9gIiLsOmNNS4zSp4uhaI80DLnFI9VoixEhp4uwMOM8A0yv+qrKKjukaBon2qcjZ/t0zhOa6tg7Eh7GMrMoM6LkUTAO4u/4mvt5Q9qJgoCboQwfgkpLWcJI9hPAKJaQRxgF/4iAyVVEkcn7/IWqAl868gvuVLKBa1n/5SCYBcyA1pYyLsk7AulAEax/YxAL947jFzoynnmQqvEsT5JU+Bm9XTfyFE/jTiX9+JYNXMtOOsppx0NcEBTnQNv/HGBqwCwRfT5+WIsZteREQWqe2ose1teo1tA1PlXs/aYXrmhr1DhnmqaFAStNBUF2AgkWi+U3TdMuA1IsFkvHhvdzMY/V0VgcCQrzfNsoEdSf3md09jTfyLXIg9kGiIPoCKmcmALkpUFgnIimLCC9EmlproGEGAmP70CMR62+yHheqpD9eCCt3D76e/R95+rvy0CEXh8Y7yXbpiCpj0RBuJ+sV6Ef4yCIg7QavXSknWvTmGunaH7UOGcKRzQlzcWM0UIdDs4xIpQKQJ7jAk4cTPpz+ex8naxXhW4vSpBoWFusZe/1YiGBiG1y09ffAdJaZIx7lgP0kDRrH3STs1g/pwRphCrTj1N7WF//B6w9AJS9OXe4EMY5C7bAfWf7NM4xTtYxt2eT7AkQW7GiNxaFdIWV8EG3USSt+kzEWV8out4bv0OHKPRuzYO8SiTb6c5P3LrvU8hwY9INL+FMHenE4kMZyYcG4OldwYF3L4cyGP7wxwxkLeMPLaDQuzUZdCeFBGZ/8ziEWXDxKSfcL5c9h8I4VuXK+oBrAUjiQ6LI5Br+j1XcQCLJTKl+hVZr/4B5UPAFhMTC3h9b06PuJ0qHBsMaC5I5YBRaM4qtGRkCxlhoxns4scCHI/t2MkVFmgNzYZfTUYjkdPEmFss+u77Tyd7dK4CxwAv6dPlJ7kfxJxzduDV23pvn2UvvM6bGzWr7sLUEIiA8QpyNTUBeAYTESWpjFpC+B9gv5e6nI47K20AG1lqdVOrH2Q54Sl97SvVXANBVInKJSEQtF/GvKgZDbgHM2waD4qUmaFUC5KVCbhyEu4iw80CcqR0BUNsDaz8S8/VQwkyhOHdoSkupvciZUTZfj5rVmpe1Q6JlWxDxNVgKFRUBO2oQoWSkKYI4IHuxph56QdFhKNqH9DkLgU5eEiXLqEH6mQ2W/Zdth6qRYh933ArMk/2UxcimPkCZFxTFIMawRj+evWug7JBCcXKcSoTEkS1yFBGyFWVG/yxPoCuMh7Hd3iIp/zPJpI6Amjhwr6vEuQ4WMxpXjtGb7/iCYZDuxuDhn1OCP6uqhxDtmkEdTlSt8aUq9lJcRhzmGr//4wUepyWVuHwFbf0O4N5/Ix3ZyU8DunOUlvyOD9v/0wNGWOjR4Tve5H6e5ilGsYS5RyYQ0KoYfw6STyiZrlH08t4KvSD4OyhIh7avHuC+B99g5pjnIEuDAj+slbXNGUmOhI75syO/qjHi6HT4ZMZxazn/BJp9Gkxr1DTtY+B7oKOmaQWapt2NiLLrNE3LQToMvXB6T1PRMPbS+uwtM89vCx5xEukyWo+7hMB4fXHKHsAPJuvCbA0Ses/Tl+flAHsQsZSGtY9ICJIu1Acp6JEmBT9eKIAlSPrjIKR/WacQIB7WpIg4nAxExwPfWaNsRcizFo6+v7acaEyVMFMozi1sB5Gu7zm0HXPI6G+mp9z4I40z4ZgqNa5H7M44iA2QxqIdxYhxqkWiaSCqqhhr67AX0qoUg/RF2w6shh2rIaNSGoSIwTrGmQtUrRAbFK7J8dgHRQV6A5N+boEgKZMB+rnbcwgb6nenUFzMnGp/I3OXjsb0bTWva8wzVy40+mEZwiwCEiHwqd3cz5uwFnAFekG5txteJTWk+XbjB+JI4Ft+I4il3ESX4T/SkZ0sPTSCQwUB7KID6cQydvRb9Ozwf9zu9yF/4QMO4ieibYgcyrWumhZUcxfv0YFddOQXAh/eTUiHXALYTyZRbOAaOrKTyFbZ/EQ0TtRRjid7CIP2QGfQovV42Hx4pG4WXcb+KA3lx4cFMV8n26nt+4Y4G6LI9pjnvzCDRtz1FovlNgeLBjTzuSiAPwsKe5EwbN6bsTe/JdaS0sa+A4CbRST5IOOVhSC+Rx4wJ02E23zE8UlBHJG8HPCP0BsnvCApQMRWYIjVvhUBBS6ynyzAP06mZQVQsAdecIdeATAKEYTRQHICpG4D/64i0BYlwJpsOBgpy4v00w4Eiq4D9iNOl/GdjWtl7xrYSwm1RQk5heL0Yvt82dopo9XTheMNPJ2Q10FM6YrbgLYQ2E7EWi5QVoJE0sL148RBWJxsW9VObNxBrHYkFyktXRGC2JEaYDvk1gJtwLkd+PtBxTCo2AxlOVKUJNAFim4E9os4M8SiP1BkNEoZrc+239ee0+DI8VG2SHGh0tz9hBoSEvaOZxspM+bZ63elNzr7B8AkmMhcrsrKkrahzlAVCp6HqjjQxoNv6Uco+QSwn/e4C0/KGcFSvmIgVXm+UAEF6RHcPXoOT/As9/I2oeTjQxkbuJZr+D/mtppIaKt8IslmFx0YwipAInLXsoFIRIhV04Jv6Uc4uUSRSTqx1OFEOZ7sJ4DSUDd8t1dBPERkQUkm+P2nhgmPzuWBpKvEr8sIwJrS6GyanozAOdMpjeauOheGIDNz4famOy+x13eqPmHWmLLy5v5m5opjiZCgSZ+LFET0jEOiY8lp0ClOomTJSN+yVJBUonDoBL4p+4h2+omMuu6UzgmW3R7UDxWGOC6dkP0X6PvOCxERiAU2bYNNXaXgSLi+7rKusGwzuMVIdeyqSEjZDAUx0EvfTxXg5gVVffWTM1KIbEPu2Ly3J9zs9eGzJ4wVCsWp0VDrq/H8GtVjwyHQy9o3LBdTv7DO0MnPGu2v3Yy1074zjImRtOwCxHatQe/jaqALsYrDSAtSKRKRD+b4eGa1qVDUA3q5SwrjjlQ42FIGnfXRoCxAKtdWuVhPPxzIDUPSKj358wg0TXF6lO1RXCiY7/vmdDkbE9FpjDBz1MfMsCm6TRoE3YZvYhzvSZaPN9IWA9Q5QwbR5BNKd34ikyjK8GEgazmGK9lHIsUGZUDIgzlM4RXyaAfALsLJoDsrt94i5m26fjrRwCAY+tinBFBMWl0co50WM4ol+FDGbwSxqm4INzqtAMBHN3J1OJFNJPmE4kuO+FZxcPQL4D2YMOFdPhhwJz8k9IUMo2qjuZuILY3pc1afXWsOO+YoXfHCE2UGSpyddRyJKlvDU5/gMKZGhMy2apizzfwe0s/MGTEGgUgELRlI3gPxcSKakpEuFhUFQAgM0mi7egfuVLJ9fQ/WzQ8Wx6cLYniqEIeo7DD00kvyT9SXpejH6AJkaJDXFbL2wAtHoVekFBkZB8yL0Qe3jpHPxEh6pX87a4GSZcZ39UXEmSE8je9vxl4UzXa+oz5rquKjQtE4TqWPmYFRBKQHuPlJ8MwD0U87QCJmpr6oO0qQ3vhhQDBEd5U+rbXADGObPfo6ICk8eYgQ0/vbdorX0xNzEAW4DTxGQlU81C6ETYMhwQ8q4qFgMxSUgkdXObciF2l8KtNPwQfIbanvfztik2wdGvN3b0zfjPpQdklxPnA6hFljsNeXtb7l5vXMqY0BEOYCE2E882i76gDkA32g5jJwqoV870CyicSTcmp1cRRKPmHsYSO9qSjyhzxwSTrMP/kX5XiyiiHspCN7H+8kfk0VkFwJXdzlkqUDIbDyzluOR/3fWvgQo69czINZ/yWsSx4jMtaSGRNFOLuow4lK3LmMQnbSkc3E0q1VjtRF6gshWZC9AyKfg6kvzuLWiX31hvcARJwZ6eUN2ZXGCrNTsU/29nnhCjF7KHF2RqlPANQ3r75KjGbqu3mN1qA2QKKsWoQ4M70QkbbmMIxoJy03m4DZAJWQGALToUffVLakxUtEbYl+XmEuuiADiiyIWPKSfU9HWpdHuejOjByaaGAlENJOxN2mHEiPEIdqNjA9BpblgE+EiLaCdjLwdYifFBbxABa2g9r9SHqjMSC2I2FW39S8rj2UA6S4mGmuflGNacFuCYSDW4CInUBE/OShP9pREKtJCuGaw0jBj2Fiw3wQB2Y+ekSsQN9oCzIMhxdiJ3og/WO7yjoFelp2bgSEREhBkIoUfZskIAVS2kKnduATA2V7ZP8VXmLTDNyQtG8PF6gIQ4SZUbjIUSf6U03Jsfe/oVCcq9grLnEmXVB7/pO9qJnx2SifHwJjYHCfz7mdD0VItQIioMzbA/fqSnYRTiFBeFJOPpdTTQs68gsl+JNBdyjTcBl6mPF+8wgln1lM5bNnkyCpRhqd46H1Db8SSTZxpNGCao7iTjqxbD4SQ0VWa7ExqZBQkMaugZcxfNVX3DvkZd5KewifuDKcqGMnHYkkmzJ82EhvRvVagld6DVwO9IWAX4FP4ZabVzI27i0WjLkXsrygzJcTM6saI7iaQ5RdXIKrKShxdkZpjACwV9DDkaAwL8e0zlFONDpGVOkw0BPQB39OQMROKrCoEkZ44TLvMDUrvWBSMXQKgHnuuHQ6TE2GF1uui4fkGnBzEUGHi15OP4UTinQ4e0HeYf14LWFJrkx9ukoELRHpV5aFOGEZESIGpwOzwGXlYWomRcB8XZC9gIyntuQw+OupTvFAijFA7GEH18v2Gtumi9a3vkJxIdJcYqs+6vtbsdfXA8Q+hQA9RCzVImKnClPRDU0agdIrgRKITxD7kQWkHkbsXAkixPyQYTd8kfHJzDawK8cLhFQshE0RQDgc3Cd9XqMTJIMAP8RIFsOOPeDWTkSaUQjkICIUQ7CW5PdAF4dgTW1sSgpQY1H2SnE+01zPwOmwZ+ZMpADxkcZbuJP38V1RdXy4oBpfcKKWg65+5BFGHU4A7KcNQfyGJ+Ukk0h+cSiBMbtJ5BtiSeffTGVd6FCYCa+3vRfaQhpxuFJNHGmEkcdB/HDnKG0oxrVVNZ5x5XRgF5ndolj9xs108P+NvCFteHPHw6TEJbBu1w0M77CI/bQhlw50J4OddGSp002MbfWJZFp3Ab+BcPgb8JoD98e9ybLxN3EoJRCWhCEN68bvYhRxcjZ9Nq6N8b45+nudbP+2C5/TPgi1orE4SmcEx6l5LjbzW9pMzemMR5FOEZ1lMgpJGyxAUhdHuYswm+0F44phUgDtt/8MHlCzzAtmImmOiS6yy00vwqa3oHYPdEmAXu2gVwgMCpFW7BAviA2BaD/pmO/WVTrVp2wTETYCCAOPWQek5Wg84oBNLaZmmRetP/4VkvzkuGX6OXp4SRn/MCSiFmsMUmt8X3M6goud+eb35ld9LWpnwplVKM4U9qoo1vc6GWptXrbHt10P5DlrC276kC8+iNAJQ/pMeCAd2HOzwdkdxrcTUZQCZGQj45wFICXzFwBvycY+w8AjHohESvBHSkq3R1ekhScJ60DUznBwBSQXQ3w76fMGEKIPMl21WVIlwxHNZqRx1yLnEo8IyxA/Wf+4DTK+o73rYY/T9bsoFOcCzqbXyWLr+9g7hr1t7C237WtmRM28wNkPRkBSh3ncVrhcMqS9gSg45nYJrtXH+IWO7NH7j5XjiRN1BFBMHmHkE0qbgGJGsYR+fMsSRrFOuxomwjdjexNJNv34FleqKSSInqTRgVwS+YY40mhHHnsI49u6fsSRxhRe4Zn7p0IKhK3dT1Enb97iXgI77GFD3bWEkccvdKQaV0LJJ50Yam5BsrsB+oNXG+AruGppFg+4viZ+YJiG2Cy93y7unFi50pia++OZr5/597TnYzX0WzXmdXFx8X3js0JDqXWO+pA52hdY//Rt0wOcTctrsAozY9wgMTaMQlIKp+vvZ9VQM8kLFhVASghd+v5I1n+ukvTDPMQRYRukdoVk8Ij9KzGtNhPEtziRTBo9uZQy/CihkCAqaUnO8m7SulyBOFG1eoTs4GHIawnxR6mY3ZrAp3ZT9Gp7cchSA2B8NgcqIvGdv4/SomARbmsQgTYO6Q/3gn7eBfH6eEW5pmtpe10aSne0/R1q7KyjIm2Ki5HG3ueNTbd2drBPvVR1oL5KINZKiAVAbg7QUvqndtLnranBmqK4B2pzgUHQZTAkge/UfRyrOkBFemuxQymmw5UhEbcMJBp/sBI8IiE8EjI2Q2oacCN00vQiR+6Q1xlYAVl6KmW0vn0W1v5xQ/WvW9BGticZ63hrjq6JLcq+KC5UzmWX0ywiWgLBEA/eU4sYzzxYChwBOsOBdpLOWO3aglw6UIIfnnpxMifqqMaVPYThSjUDWUtvNrKY0azWboaZ8NmTQ3CnkmwijxfyMPqJleFDFJl4Us4SRrGrOJw/ap3ICw7joZy3uCYolbyHw3j33klc1ukAKW3j+Tuv84rTFPIJBSCfUCLJ5hgt+MJ7MDe3Wy09QCKAeKhZBS4fw5SbXiHlhn6kbroOXgiA2kr9+xspjsbnhmhMNM02w6upNs7RvXNhRt7O5SflHMR8Q9m+B8d9w05WiBnYCg1nO/PN52jvfH2BrjAd3KaWUpXsC1OByeA7ax+lScGwyIJHhStXtEply9x4ayfVvBQgATZ1xSX8MPf7vUExAaytG8j69EHWscsMxyoEaWGOrYICN/AAj/EHqFjTGiYBc7zEZwlxgcnbKFrSVSJiqegDTkfC5D2UurXDd80+SgcFS6RsJSLQkoA5iEgbB7xwM/BSA9fLPLV37Rt63xiBrRwqxcVIY6PLtnbKaDzyQiowukgKkQ8SMatC7MQOgAirIDqIXj02BSmDHyyl733aiThKBCoQm1aGPPJViD0ziz5/xN4crERSHI/CQT+Ij4HUGNn/DmcIiZfzcnaH3DioTYOCOOvYawWISAsznXu8noKZ1RVJbbSt3OjIXpgjiSeDskGKc5mGHOnGuqS297nt82Ic52RcXL3YmL87jIG7XN+jb9YPUuMnCIiAY7TAs7aCfNdQdhFONS1oQyUl+ONKNWX4UIYP0WQwjBV8yB0sH3wbzIT5T44GYCO9KSSIf/FPfCijkpbcvetDQjpIafwWVLP8w9vE3iXCwxVvEtUxk+tWpDIv9gGq33Jl4W33cO/Hb3EnH9CPb/mJaI7hSj6hdGQnfpSQTSQ337xafKZCIAZcdgPbwXduFfdNeIONk3rzR3orWBPGiaX17V1XF9NyR/1p66O5spHOdJ/FM8uF+82OYyucmmt/tu/Nn08lRa4hYWH7kxkRMnshe7Mh9JQxyUZA1RJfiZjNBEZB6ahg2AFdLOk4UceW5fEiuJJrgAJYk0CXgT/iTiWXUcjsdx+XjvdGSk8sEhHLACr0+LlbOxghwgx/qBjXmtYjf+XA1svxXlLEoXmBUvxjVFdYUgJd/MQRG1QDWS5Q1g4mllBaFixGZRwSQZuOCLmZiFgbCiS5wMJE9PCc6brYXntzDrWZhiJtBo6E9bmQAqmcMsWp0Jz3rqO/FReb5c5YB4XWxzMMwdqf6yBSRMgHSX320DdJQfqKcR0kBFgrOhrC6wUgqxJJzdmDNHkfBYKhzBMYaY2+VSDrubmL0NoBFBRLUZJeCdKntmA1dBosNig9AJZ5SnqlT6R1nLUifV+1WPvM7QDJVghG+rrVZ1toYJkj1HOvuJCwfQaaKtbqE2n1+YBmm6T3NesFgRN2S+n8FfquesGRoEsIKi2l3NuFH4jjIH74U8JR3EW0UU4acQTxG6NYwnf0ZuED98BEmD18Ai2oppg2vM9f2LqgFxRAwJPr8aeEojntKUiIoKCTnmUE0tjkZoFlGtdnbODN0eO4d+ECPuj0NzI+jiZrylXMe8WVONL0IiR+ZBNJFNuI4wd2cgXrOl1Nf7fvpe/ZQGSU4k+BFXDbkOUsC13CJ0PHSiXtImP4ACMNuzE2pil26FRslu39cWFGzeCi6HNmztFvan+LhnL+G5qeDLX1TI0/d/MNWWPn/VGbVzDEjhQhswkRNUa/r9n6btfUkHckjK1re0m6YPI2GOHC9ZZt9B+4kvzqUH6Y25flnaX157jDlIg4RqmIc9OrHYxqJ/MXlUikaw0QDwfuvRx2wKHcQK6/fzm+O/aJczPVT047cRvMc6HLDT/S9tsdMMpPKkPmIQLNH9kfSPQsSz9uF6BLnHzPP3VgNd47aqVurDBrDLbHsHc/2Lsfze9P5X5UKE6W5ryvGupbZW5t9QSi5Bn2R+yKDyK0PPRpFyTy5YzYq6IVEJ8ECwOk71cKYgt2IPYiq1havZ1BcnkGISmGtwIjgUrYMR8qPkPGbiyGqj0isgYhjVhVJZBSotvJwZCcKnZzHDDdHYiUY/ogotIHaZzKQ4qDhOnn3QUk7dLog2buQ1Ff343GOqWO+nc0pq+H4vzBcrZP4DymvsYic3TI6CMaIPZjFEzhFbp9lSPPemeoiQGn2j/QCmGnU0fSiMOdo7TgGGX44Ek5eYThRB238yH5hDLzjedgDPxn+H34UEYe7Xjo0Mts9ewFO2Dok58ymsXEkC4N3bWILUkGusD1Vy7ntg7v0ePhVKiC+96dzz+SHgfgxyM98Z21j91PX8lGeuNOJVFk4s9BNhPLMVrQjjw20huGIObwVyAO6YKbCcyBCcwl4v6tYk8Jwdr3zNnmOjXU8NbQNT8VLlwhZo+LQJydLhoj0JpbCJpbMYwxdI6aPtub+gJjpbqi0bobjzg9b+u7GA/d2m6mIqM1DNIrjeVGMXjp53z183DWfTeUQ7MCJVrmgbUU/ts5UlExCxF+bkiLNEiL83g/63Gd9eONk+N9tWA4cU5p3PbW/2R/LyBRtJmpZF1zFQEU0+3TTWKsJuvHnaHvJxkRgoOQ1u8idCdoNNY+Z8a1Mq5Drc3LmG9cV2zmnYxwcrQtNvOo571CcSZojFPfVMfekbgw78v8h68P7uqhD5FhlM73QGzKQX1eJ32TOQVAKowbJg1EixC7UVFirZgIQA4cnAG1bwE10pfMpyvEuuvLXwf6AMOQZ98T2A9V2bBymxz7BT8I9xObMwqYGA+bUiUVPBA5fi3S8OSM2CN//ZzLELHmpq8boqdt4ou1k71ZqDm65rbXsymizUxjf+umvBRnFu1sn8Bp5mTv9cY8O+b17AmOlkiU3RPwBecQmAjtx/7M/dVvwldI6fw+UO7thlspWIIgnRgqcceJ2uPC7CD+5BHGKJbgTB2TN8+FcHi3z+204Bgl+PHEzleo8nGDSXD988sZxgrasB+AnnesFztShNi9HVJkJJFk3mASd4+dA24w88XniItNoayVN9859aHtUzvYO7cT6cTiTiXRZFBMAGnE0YZinKjj5/7txQxt1y9JX6Qg7Xro/933TOEVEWchLpxY0Mje826bBdEUTtZ+nKz9Oz9R4uy8wAjHm6fm+WYBAieKjDDp1G44Pkar7g6kNXoUDB74OVsX94L4bJjuxb01L+Pm/zurX71ZWpOHAtMrrdXJUpEIVl4YV1u2clvN/+j7xRo6f79FL9Zhoe1vO2QA6vGIuJqEODaJ+j6mwurQm/n4y78y/Y4n5BiBwPR4SC3mB60vrlRz9ep14uhMBI9eB2T/tUgE0B9xigznKNoFGSrAeIAdpYM6up7wZ6GkhJPibHE6nOrmcK4b40iZj2UvWqR3uKerNOCEYBrEHuuz3QlJsV60AjgKM+OlcWk20kBU9Q5Qa92OFCAeEmfA5HthYbysa4iqoUCXx8AtAgJdwNkFOrnDmDjoEilVZTNSYVqOiMReiK0LARLiIfdrmGQRkzJZ32c61rL6gYh9ddbneejfgQhEnDWHsDkXHBQl2hQny6k0ONR3v9Vni4zlZptkO/UCQiAWAp/ZzV28R6vP/5BurbFAEFxaKqX0t/lGkEc73KnkGK44UUsl7uQTSjQZRJLNQ7wMFfDuwNvxpJwNXMPDW9+URuUX3Hn0+acJI49K3EkhgUyieIDXCembI35aIuAB2dWRxwe1nsBcrr9jOSTCDwv6ci3r2UlHFnIHIRNy2P3GlaQTSyzpBFFIht4HLZJs0oizRs82I43iXYBq4AO4o+4jGFol/fud/bA2Jjkj4tVR9MwsgO3Nd/Q7nizngv07/Shxdk5i78a1FRQuDawP8mANk4fNKEcdggibHcCMKqYPfILV794MYwqIsNTw3DNTeGv9Q1Rl+cqDO6JSnoUEd0iAq39bx7sHbmf63U8wo+10osjkiyM3spMrKKwOwjusiIgO26jDibtj5vCfu+/j8cf+Sc8n10sL9Aj01hnEmRkKM695joevnEm31zdJZC9Z+pH8oHWhDB96fr8eiqBiYmvaDtghqUb+WEttH0TSicJAWsS9aJxhME9rHMyv7/oqFKeTczWNtanpJfbW19OHqJFH1UOfHYgIonh9s9nAwRLwGAZTI6xRtZUAXwN9wCdAGoFqgYQEWIZE1GIRJ8eIZjnr0076/mci6dJj9M/O+vqB8UAEZKRByh6Z54w4MyOuA9bAjMMiCMcgdjKL46ndLoMOW1MajSJJWJB+Z0f1qfHe6HxfY/psG+W392oKzZnFodKrFafCqTjWJ/M/bG8be8LMBYmceUE83M+b3Mn74ifVIVEmQNsPFj/YTCzFtMGJuuMCzRBQA1nLe9xFwTcRvNj3AQayliWM4pPvxkokfjokPfYOx2iBD2Vs4BreK74Lf0oIJ5cJzMUj6QCt436l2/BNHDrow1Ju4n3+Qij5/Jd7GBzzOZcMOkLOZ90YsWsNm4nlHe7BY9wBUl+9jt/xYQirKMeTZBIJJ5dyPMm5PgTaILbKG7F77YAvwOu9Gm4L/ohLph7Rx7E1omeOrrvtfPPzX5+NOhk7Ye7ec3GkN2oWy5nLZda0IAv87Ywd78xhjr7YOvqYPtvObyr2okC1nFgUpEb/XA6Mh0Tp2CqDuCINyyHQ47FUhvEFM6a8CAvh1gMLiCGdx757XRyghcCsSnjBnasfW0c1LYjjB7KJZP2UQeKwFCFCz9hvOHKsAv0UNyEO0jToO3ANARSTSRSelPPDu33FiRqFOEgFcO9vL1NJSxb8514YYYEkDTaV0NpyhFB+ZUvneMmCWqJXfkzRj+eBGJsC/ZWajeQbgXXwWXOU0Xwdm/Kg24u4OYrAXUz8F4ul8LzOu7lwbdPZoj47p1dDoy/QThyESYj4KUOe5zVI/7Ei5BlPRESWGxLJqlgNboNlPX9EaC3BGpnPKjAdx86taTz6nRCBlYvYryxgiQWiNRFXCwFSYVK8RN12IHZnWSoQL2naB5HoWZF+/CT9u7hhreQ4H8jKQQZKOpWBqS9WG3MqPL3ZYrHEnu2zOBU0LdgC953t02gG7PkwjaU+H8refm3THG0jaEZEqCUizLpK9s182N/Nk9YLK2A3sB8Ov+qC1+4aOAQ5sSG8yX0UEkQo+dThRDaRVOPKaBZxFHce/uZNRg5YyMeH7uQ570eZsfjF48NtxHf7mmvYQAbRlODHD2l9wQPevfJ2oskgjzDe505+08c920hvMoq7ExaQxwTe5i98wAau4VmeJLM4ij/WtAJ/+O8Nd9KBXQxI2whV8FnfIWykN6sYwks8gg9l7CKcsUs/gceACYht3QPb7oSuN8KPK7rwEbcze+7jkm1QsQfYx4k1DGy72Bi2qyFx1ljbdXGIL+FNLJZ9dn2nMxw5M87hVCMRpzPd52RThGzf255vfd/b2TS1fW+8bAeYNvblaTPfGNesE9DmeHjcZcxhcTx6SavNaBYz484XYRkkHXiHStx5bO7r4nwkAG/D9ZaveeaxqaSXxOJMHfNKxrP+rkGyPA9xSKL105uMOCcrsaYdjkccl0GwXruKT+4cy/Zd3cmtC2f13Qlc/8VySAe35FJIgre0KfxAHLMfngBA4Pe7YYQfB7TLOYYr/bevBKBicmvaj/xZnKpNiEMXj6Q/FoAMOBuun5ivnetjO3WUpmWbItFQZO1s34dNuV+bCxVVVNjSGDsXAIRI48xU8B5RROeOW8DfIg0tRl+ucYiNKUDmz94DFdkwcTDsqBH7Nh5YlC3CCMTO4QUcBWcNcQpSkDHRiiXCPg6xFzvSYEaKiLAdSEPTHH1sszz9PKLjYU4KzAaXpMPS+j0zXva1TN8mwXSeO7BWbvRAxGM04BGhf+82/PmZdGRz7F3bM/VsKxTNzckKs8bQmP3aRsuMyoQh4O8Cg2B4t49p/XEFrAWigGjwPFQj6X8ekEYcxQTQgmO04BiFBFGGD3Gk4UkFLzCN1gN+ZUH1WL7x7suMuS9CF4jv8zUR3bbSm40Uchmr997ID9/1hZVw9ZXr6M1GdnIFmURxFHd+x4cyLqUfKfQO2EhecRiLGc0rTKEFxxjCKqIDfqLv2DWQDn/78gMA3o27HTJgFlMZwVJCyecj7qAdefhQxu6bAqUgyFKgFmpuhDBX4De4akUWk3mFbhM2SfolIYgtdbG5bvVxssLsYhJlDXMW0xrPFefybGPb4uMoouMoWmOOBJkLYIRAL01EU1gNNXO8oAsk3fEOAI9d8zqkQP89KynkMlb+fIv4L+NLYBbMKH8MgH9MmQXAD3P7UhPtJS3MIxAHxEiRNPqKrEE66U9Ein9UIaJpMjDNT8RcOJTGBjP4zhSGsIp3X7+dqnm+tP73r7BGY7vmyeRn55LUYR6XUkbI0hyIhyztKvIJpfPqLVAGu++6Et9e+6yt3m7AVIs4e85gFWXG9TCuNZwopuylM5ox/zYNOU7nC+eiyFOcHZrjPmhp83K2+ezJ8ZQhfBHPYDB0cYFE8Eg8QBvXYgqrgyBLk0h6MvIsd0EewfmHISsbwtvB9EixQbNcRJhtKgAiZZs1NUgnkcNybrX6d/RI0I+rV3hMB8oqwS0OmbENFuXAnByJ4iUitms+8nliAqxJpSbQC6qg9ZO/wvQAKNsmETt//VzdEBGZC7hZuCTsiMwfh0Te6IQ17dpRKz92ljcW9YwqziXsNTafDPX9R9vbp4vNctvtDbvljNimAMnyGQF/4QNYj/TNigNiQdskqx6OcCGbSOpwIoBiSvAjlw5cRiG92chcJnBg5+V8yQ0ADP4sBcLhuSunUEgQkWRTjicfldwBeS564w+MYgl5hLGMm/iQ2/lq63ByPuzG4pLRtKSSa9hAaEA+u6rDWcoIUkjAh98JJZ9Q8rn1qQWwCAaVrGEga0l68B2+/6w/KfRjPPPYRQe+pR+xpJPP5fAgMspIllwNr+uRNqOvoO3CA/yd18T++rjo18f47YzrV59IO9nf2dlmenFzhq+CkUJ5PqVm2BNEp5qeaKbWZmq8t029c8YqxIypcR1tKzR6AT3FqQgB1kiLUFLcO5TjwfJbbgNgeP7HuHKMTzaPFcMUDt0sOdzFE0ze9yqscaP9Kz+zu+WVUHUYJntJdCwV+vZZQxh7COI3PCknn1BCyacMHzbSmzzCKCDCeuoViKOzRhMRmAKTtX/hcrAlsx+ewORv5kKnGsgLgzBYuOweev64np6kkbmhmC394sm5tBs9fk+l86db2P6PHpROD+aSyUf4I7aVGBkPTVKKioCFEcAWxEkzoon2bncjh9l8XW2Fsb3fqLE4umdsUyHN788nzsdzvtA5nU55Q1Ede+ua/9C9gCiJJI2ScYQiyeY3gjiUGijCrALpVxqPPvD8aqAvTI4UbZOir5MHZD0L9AD/EH3MRRcID5DDhWGNYnVC7EIR1vRngKpKGeOsqqs+0wXYDLPzIHGkiKpUfd0x8bCoBnrlcSA9gs7PbGG7Rw+Ytg2Su1qjcQf143bS+KOqFfjX4NGpjIqi1pDcDg6WY01tNKcE2doeY54tTbFDjb0X1HOsaA7M93BzuZf13cP1CTN79seYmhuWQqQBZRD0j1vJzTmrJRU5CHYHBeITVIbv0iqIgv9zuoZ8QmlJJS2pZAPX4MoxBrKWNOJI3Xwd02Oe4KqMLNpE74U8+OjhEWzgWsrxlChW3R3UJHuJnciA/s+spAXH+DdTWffzUOvwRrVQk+VFyvP9SCSZWNL5rGg0h5x92BhcRgyb8aSCDKK5jzco+8CHr64azj0/vsP/+CurRgzhH3ufZ0PbXlzPWr7gRuJII4BicmJDiIgugD3g8ilSuLYQybrOgb9Gf8wbo+9jy6J4WBaC2CvDVzKnM7rYvHdkR2x9n4YwBysuTpREbRB7Qsz2c3OKNQNbYYadqXEuxp+88T4RJmvWYhmDahjedgmFXMa6u4ZCEQzd8CmJfMMDO+dB7GHI8uK5K6eQRxiTd72Nd0gxh4oC2X3ZlbAMWg8s4y+8Rhh5xJLOUm4ijzBSSKAcTyLJJoUEEpCIGMCwO1aQTixpxLGKIez9rJOIQA/0wWYDqPGHySPmMnbpW2wnkp3VHWlpqaQooj0/aH356WB3Jvi9jeu3x/j+qv5suSqebj9uovUzv3Lg1csl37oL0lK9CH2cIiArADKCEaNi9DtzdG0NowONNwaNFeq2ot7RfOUcnV00LsxIw6mY+KY4RbYt1cY8cxqRHxAFQ91FLHWC7mRQgh/b1/aQIh61SOQ9ARFqC3MgcbDMq8A6rmE6sLIEhj4pEaloJFIfYoFFmjhXZUhUywcRcrFIH4sKpOEqz91aJCQVqA2B5BLwiAGfGEjeDCkxen8x/dzmuMDkCIjdxvZFPWj72A72VnWFGZthWoz0fYvXj2dE1OJd8GlbRkV0azn+ymB9hRrEPjUFR4LNHqdDxCkUjcE2E+hkac770tYe6X1SPbwgEdzGlXIX8+Fj4BBws5Sxr8MZ3+ICqnxhGTfhSjVt2M8uwikmgFEswZVjPL/3H/SPWckz+c/zWPQMDtxzOW++M44A9rOWgfTmOzLoTmlKsLW//kwYxhds4BrWpQ21Djw9Ai6JPsIf6a1I3Xodcd3SGMhafmrbnd17r+CHfXFUBrsTRSb51aEscR3Fs0xnY0pvVg++mY2r5/GO0z2MLFvFrLZTeZLnmEVHUkhgAMk4UQdPAKuAV4H/ILapEBk64D/w5HvPMXL8Kkh3gYIQxGaB1VdpyYl+i1msmRubbBudzOs01Chte+84yiy78FDirFHUOHjvaB17NMZJx+b9Uf290VphjNpu5ign7rMHDOoKE+ESnyP8UdCKtm13UYI/qU9fB1Xw8IaZDGQt13+4ASZCT8tP9GYjX3AjuYRDisahyYEwD/7226v8u+4R0ollLhNIJpEHls+TcPwgxMnKgyy3q2AlbM/tIY5TL/jo09uJJJtoMvgn/6JupBPpxLLhhmvEGQuDQMtuim5qzwLtXsi1cHeHN9hJR4JyCtmyIJ4af0/m5D7C/A5jaPNjMcsvvY2t/XrhsfKAOFtF4BZein9MCQXrI8TxCkOcr2kj4eB+JM3JuE5w8gVBDE6mEIjtOjUO5isU9jjdproxTlBj0ofM88yOkAsQDm5+0h10qKyRTiwHdoVK0Coc6xiMM4A1FoiPEGHmjBQI8UeiaUWVsMyPkcMXsqJkGDUzvWSdlRrsKIBOISLKarEW8pgH1FYC5TA+QATXNBh8/+ek1cVRuiYYwvykH5kHMD4G5mVDUggM9bI2LM0DJnaFMbA3rJOkWBbEwLzDMMtLGoc6YR2jzd+CJ+W4hZRSNcIXDvrBpkTE2cnUr5XR0d5sk2xti9n5sYetLTnZe+bCd3wUpwtHjZwnK9JsfSVHx2to37YN2kbULExEyRgY7b2Y0Yc+k4adACAO/CmhBccgAgpbBbKTjlzDBo7Rgo30JpqfiCSbeYwH5zpe40G+Do3npRefov87K7mj7iPGOC2iHE+C+I3lu8ZII9JBIAme6TaVMnwoxhrt7/zgFq5gJx35hYwbovlq30DK8SSMPJ7kWZ5t+yS7N19JVm00LdpWE+WaybrNQ1kSk8H6Vn2JGZXNyAWr2D42jHu7vcxbu6YwqsNnjGIJ39KPUPIZlLOeTX260WvPVnKeg4jtcOB6D1oPqZCuuV/BzWmr6XvDGtaPGgRzAnTbuV+/hkeBSgfX2p6dshcJs001bUpErSHRdv4LOFVKv8m42Ly3l+Nf33zb5fb2CSc6NmAVZraFLLywCjcXIPF46s8fO1oRH/M1N7KC1LXXAfDwxzNJJJnr526AaTC0/FOiyWARo/l+bX8OdL8cZsLI8oXsGn0Zo1jCGKdFDNi5kU/WjmXrh72kpXkE1v5l04GEGr2ymb6sFrK0WD7RgnhCe5a7B3/E35Z/gBN1LGAsHw0cwdVx6yj6rj0hS3PwqDgA4RrvTpnENWwgnF3Ej/0al4Pl0Elj3K5FTONFkn5/B/KgYnpruvT5EdygKt2Xyjp3Lul0RFqkMhBHbwzAzaZra5sGag7RY+e9rYBqKMLlyHFSrdKKU6W2ka+TpcbOq75zsN3OvNz82Zy2GyCCpQB5TsNqCKIQN//f8RhzQKJlRYj4yQLGa2JbypDGlqxKSDms93V1x3foPj5bkERNvJc0FuUBOyohPkTE2KYVcuj5WPvIOrvLCcybAZu+hhEprPa8mdJpwbKPJGCTRaY+wJhIwAtWrhbBWAb0ApeCwyLUjCjZGGC6l1U8FiDmObAGKjR+xwdn5zqJ8MWD1V4b/YSN7AfjmtXYzLN3zRv6vcw09v45vx0axbmIWbCdTJaKQVMbMo3929vOGfAEHw0SoFvcJkaxBJelSNQsGgiC4D2ltN5fAXdCPpcTRCHHaMFPRONEHTewimQS+X5nf2YHP4gH5Vy/cwOMgC+P3Mg8p/FsrO5NFNtIo6f0qS0CkuDuG+YQRxr5hFLIZeABl/Q6wmgWcxPL6Me3DGEVEcE7SSeGQoIYVbeEu3gP7y5FUOXClp3xuFMJHvCftdPJI4xP7r4RkmEYy5nCK/Ts8H+8yGOEko8fB6UB3hsKCYIgCHAF0sCJWg4M84BYKCgEXoX7eUNsYSyIAfXE8dhnLqb3tg115utuXm7mVPrLmkWbvUwze+/B/nmcGzGri0Cc1SeYTuYF9d88J+OIO0pbNAszY1rDnys0GsUv+kC8u0SOoqFn3/UAzPnwUciCyU89TwdyGfx4CsyEwfmfE0AxqxhC0ePtxcFYYqFih5MYheJcrn93A6tvuVnyoDMQR2cGEjVbhBgaZ2CQi7RA+SOOUBYwU4OF18Egd/k8wsJb2hR6PpLJbKZwOx/x3z53UlwSQMWO1vSwpMJKeF77F+nE4kk5vf024lJ0GLpoXP1zBn/nNZL2vAMLIeuBq/BOLIJcKE0Oxse/TM4hD0lz7AJ0CUAGuzUwhKz52tozJE0R1Q0J8xoH8x1taz4H2/NSKOrjdAi2+o5jXtfetsY6nhDiYh2kORAoc8GJWupqnako8pfW5PlI5GocML1G0g3HW6BgD0x2h1QvsVOpUDouGMYVwI4SEUNL0uRQqRbgM6QjBUCO+BUgBTuIAecZMOo6oKdUf5wFzPlaBOIkTZyRSTWyXS8gfjDSUXYxzAZXt2o9Eoc0RqUj20zVv9tCJK1xhwscBFeOUVvrhEuYPgaaj4Z1HCHbvmf2rq/5mjaEElyKc52TFWyOGiPM+2jMM6KPsxgLJNVwOx8ydM86eY4DkFE+8oEMqGoFc9rcTTkeJJLMBq4hj3YMYwWFBLGkZBR9O67hdj5iOCsgC77p2Jv8ViE8W/cknq7lXEoZW9bHi+1LrOG2jv9jBEspJIhsIslZ3A0OQmhAPi2pJIpMfCgjkmwC2M+WzfGsYgi5TuGMZx4PuL5GYMfdUAVf7RpGl44/Qi78tfp/9CSNpA/eIWdKN97nTh7jRcrxZAXD6E4Gfhzk4zbDRdRVgVcf4FfwzaoijzC4EXxbQeUKuCVtJSNjFkpxkEAXJDW9PoFmT6Q5El3ONF2snaxoa+x723M7e1wE4sw26nEqL0f7M88/GcwhWWNqNjZGpMc28nPUNM9XKpJ1AgbB2Li3uIYNbCzuDYFw68ML8KOE+56eL8P25L/EBOaytO4mCi6NgAJ4/Pd/sr+DFw+6vsorTOGP1FbiMI1HWomn5YjISgKyYKRlIbduX8DV369j6OpP6bZ0Ex6zD8ALEJizG8ZVgQd0Wf0jpFggRZOCIGvgB60TD1w1j78fepX/+f2V/jEr2ZIWz205/4O3YbfWjtVf3ow/B3nM7wW6HP0RYuEGvuRp/snwAx9DChyaHUjbCTvAB3ycyrj1ygVEPLZVztcDPX1qPBJhNFqrjQfc3A/NXotLc2HPoJhTIh1F5lTq45nlQr3OTYma2HPq67OJ5oGTjzp4AQSLaHEDYuH6vsu5u9scEvkGJ+daSNejZBVACnhPL4JFLjAzR4RMRjuYWiUNQhn6aw1ACHj4QcVmwBc6uUOiBotGyvL5wNsRcmwPRHyNwjoe2kR3iNYLjYy4DqiENYthUI30LzPWrQCSEsB/NLz9GRXjW0O8fj4hSONVkf5+ItJ4pTdcXdLlCB3IJdZ7M3f5vUe3sZt0Z8cL8QRtG4hsW58xLWsM50bL79lF2c7zj6ZG1BrbWGHb4KkLs0B3GAW3tf1AKjR+hTw6fZHKheuBI5DWqifJDMCZOvwo4Ye9vQmgmEiyeZsJhPnt4UmeZS4T2PphLyaPfJ7YunQmMYfyMikC8hPdxRfq9iO3tv2IDuRSgj+rGML3P/cXO5ILTtTxA3FkE0ku4ccLrZEBn6wfy5vcRzme/IUPGMhaWnf7FfI0CuuCaHv/Dg7NDORe3mYaL+Ax8wAz1z9HNS24i/dYxRDqcCKSbL5gGLU4yaWORQak3g4+lFHTF9z7QN4R4G24jzfxnlSkD1USgLXqrlGN19303laUwZ9tmaPoWEOCyFEj+cnSkECzPacza1cvAnHWnJgdanuREUcpcrb7sIdZmIH9G6eWE294sA443Uccn2jo2XE9rhzjjUP38UduK5IGvMMQVvGPp2fBJnhxwwNMZRYjvltLaUgwPX5P5dgcjX58yxg+5v2Sv5C14Co5xBJgJnT+9xaWWSZR8ltLNjwTg8VJYwJziSSb+3iTmTzJj4euZp9bMBYvjaXczKPBL9Jz+Hqy0q6SUy0DKsA7vUhymEOgyseTO29ZQm828nrceJJJZPiEjyHZHYbCZzcm8Xr13xnCKtoe3cEB7XKuqkvnBR7n1kwpH7v3w060jvuV3Z9dyZLiUXQng56j10taUhUQr8n1OW6Ya0xT8wNvK5KxM20uGpPiqjhzmCvJqtefxZfty1bEmQcotbeun0SgugCdIIbNhJFHOZ5ULfSVSFkYsAja9/mZQ1MDYVoBzIrg+t+Xi22b5iY2JAyp2HgwBdgjwmtmDN0sJVy9fR1Dv/6UtqN3iIDrhaQRdkKE2izwXlgkhTuMaFoGsONrWFYg5+s/GnCBWdkiujoh0TF/JL0yfCQs+hpi3USAzUHE28RKmAcuQw/j+/Y+2WYO/DGzFev2JVJMG9pQTDQ/ybKhIGoxjBPHW4Q/23ls5tfHmY6Une171N4L01Rx/tLQvWwbiakPZ6wD04dAPLSe8Cu38yGBXx2SrunRSPn87UAO0Am9bH0ZhQSRSwci2mZzBTv5ln4U7Q3lLuZTTAD/WD+L/nesZAJzec3p73y1axjd/X6iEnfK6nzoH7OSUPIJI4+juLOKIXzy6lgRPf7yVcvqfEgjjg+4k2wi+T+uIZR8Lhl6BGbBu59N4hFeYidXEEcaw1hBlwE/UlrkRwDFMApWv3EzixjNW63uBTd4iqeJIpMw9rCHMPbr/duO4g6XI8GwdkAphJcWUOLtDX0hxBX4Dvqnf8/trh9Jg1IsWBuUzDbLnl0yR82g8Q1OTfG1mtNfMvvZjpadOaGmmthOwFZoNTZ10Z5j3dS0R3s/ullA1CDhZKPyYK0+LUU6WNVCIkTcL4McfsgdVCX70nPkeqLYxri5i6ECUlbHEcYewqbsh1yY/9towsijv/dXUjVtaw9xYnKBeJj+4xM8UjcLr1dr+PHBLiTxITvpyO6tV8JcYBBEDNyKK8fw8y5hQ/E1uAdVcjsf0ZGdvMqDlMd5UocT+R1CeY2/k7Urlh73p5J//+Uc2HsZjIeZ2nOQAe92u52ddGT6gCf4wRLHV/cM59DQQNK+juN5pjHbMoUftL50PbiNl/0eYlXqECoSWnPA53Jaj/yVA+sv55OysfTsuJ72N/zM7oIrJVXhuMUt1a+nuUAI+vW1jV7aTk8WR/eUrai3FfgKhSMaslHNjaO/Cnutn8b8GqSVNQzC9XTEQAt9O6w93qF+/c+DpEpjLHisOYBHq3J2P3KlCJ6UEAL77uar9cMlXTAL0TILEcG0KAF8wCX2ME7OtWzdGwMFLrLupgI5jbeRRhp/fbsQODQigMCY3Qz8dC3fkEjB5AhYc52Mk1bF8fEYqYqUxqlF8hVIQpw3HyD9Oulbtgb5XjOAhe6wrIaaLl6UGgVEkpE0zUQ39vsHcNTVHX9KRFD6I9G8Ci+OD5p9XmLcA8p2KZqDxkQ06sMsBlxMUyPCEyDP8yi4i/cYmrNOSsi3Qdpw65DPraAo1ptiAghgP9/SjwCKmchclnITqfuu4da2HxFAMc/xBIRX8STP8S0JvFI3hcAOe6jFiVDyCXAqpgO7yCOMTKIopg1b/hEvdi6B40WPSnODKXW2UOAWimdwOR3YRRSZvBrwIA9MmwfTYXnubWx8rA+jWEIo+bRhP22Ci0kp7kdItxwK0iOY+d1zzO8zmrFxb/FB8V9YEXAjN7GMY7RgMaPx4yA+lGG5HLQgwBWoAi0H3GMroQ94dYbD28FrIdwV+x7JwweQk9pNUrUrDHtlzu6y9W1sfxNjXmP8qab4XI4CJCdDY8+tseue2plcZDRWeJ1up8ee42+O2NjecGZBZqxXzvGWiS5d6fbxJu7nDT7kDg7svJzHR/6T7vzEra9+ASmweWkkYezB74Gj0AsKXvFjMaOZxvOEs4vtj/SQFulRMPiVz1lUNwavHTWs7NSfex58h6LN7fGN3kddrROEQ8/R6ykkiJxHukkJ2DzAByryWvFftwelNdwNiIceA1N5kufIzOhJanQPPmMUG+mNe9tKOn69k41HelPh0Zq7e33E49//k0iyqcOZy94pZMHye1kfNQj3zEoWMJabLZ+z/bIevPbbA3zd6jrG/LiIvXd24lhiC27tu4Bv6cce2hFOLmXjfSgtCJZ+cAd7IN6S+TewrXZp+0g0h0Czd0/ZE2y276F5DY/CMedbKf2GUkCaQkPf295x7LVYu5jeGynDPSCwHUyCkD45BFHIQNaSTyjr9w4QwTUI6AUVZZ5UzGktz2oKuEWXUrS+vQif9G1AFKw5CknutP1gB3vXd4JNULPEixpnRLCFIOmKY0LEAXthhZwDIdZHf+o+ijzas8DjXmm1TgBiYeiDn7KTK8j5rptE0+YhkbFoIOMwvOAlETd/xLbFI8Jylv55PLDERcScG4Q8mUOBR4SIOGc4lBdIbscORLKdwJjd7A8J4A+3VjCvKxT4ypcGrEVBDJvT2GffkQ1rDM3hZJxPz4/i3ME2W6UhGhNtsRVmRqTHFwiAQdBt9Cbu4w34FDgCxEJphBu+n1bBr8CdkE0kPpSRRxgb6c1oFhNFJg/vfBM8qriT93mT+9m+qzuzO0ykmDZ8xB2UHfQhLiANP0rozUbyCWU/bcgjjO2Le4iNSgZS4forl5NWHQfAoZWB0EnDO6SMfEIZyRKC+I1hdSsI6FPMrbO+gGQ48MblfDT+dtq4FhPAfqLIpCzAhzIu5ZKhR/gjpRXP8gR/53XyA0JZfGg0N3ivwpNy0omlH9/SkkqqXcEtAghCvnMheO2ugfbAAGi5B1gPV63LYnz/eTw27nWxjcl+WMWZ4Z/Y2hCzDWvo92wO36Y5/aOG7sem3K8nxxkWZ+eKA3Qq59BQdKUxl9QsuMxTT5t9mQuBGNsZ+z9qWn8wgZm7mcDbzGM8P3zTl4cHzOQOPqTLzl1QBllLO/AT3Ym5Khumw/fDo3mQV9lDGHU4k3rddRAGj/74NPfxBhu4lr84LWD5z7dJ7nW4HLV0TrC0FrvBDyv7yuHHIQ5MEpCgl/Bf2EpasH2ANbBlZjwji1bBPLibOUSRyRBWkU0k/6r7J5e1KqTMcpQDd13O89qdsCyC2cMnkE8odw+fw7uBk1gdejOF+UFsPRTDzb99wsrOt/DQ9pdZxBiunpbBoaRAfvo0mt58RyZdqcSdaKef2DzdiUM7AmFJsH7N9mNNB7UdqwOb3/F0PYQNRVvtvT8Xnh17aGf7BC5CGutMN+bedfSnZtxvtsdy5sTGg1qbecY2XkA7SWUMkf4UhQSRTyjHaAEHXcQ+dEGv0ugmgmgyBPbdTdGudiJ+UnLAuSvMBJfxtdSkwt4pIswo4Hg6NyuB5IXAdbCoJfAdeAyT1MZw/RTLgIUBUPEOVARA6jA51fGHWRlyC0wGYiH+/q/Jvb8DRd3by/5HecGSbJiWC27DRKTFAtPkfJmJtH6PRyJvS6CgV4SIxVj9uMmQ0bE7AeynK5lUBuwideh1IkaXhEBtCFDCif8BjXVczCnv9mhoH021cWc6dVJx7lGf491UwdXYyLyjbWzTgG2FmdFPqrM0qoyHCbxN2xUHRJTEwpHoS7i0tEpKyV8O9II6nHDXB5sG6ZP1E9H4hu+jt9NGNhPL6r03cnWHbwklnxd5jN/xoUNALi2pZAhfkkc7SvDjO3pTtLa9nF4CRDy8lX6kUIk71VUtqCrzlFP2qaKDay4+lFGCPwCRTtnckr+S/8TcxysxUyhIi+BQRiCHCCSnCDISo5nQaq5UYAyA3b2uIGd5NzYO701XMqnw9iSdWNypJIBifCijDB+caoFQ/ZK5AnuQBKPOwLXgsglJ7/wE7uo/n41X9mb5qNvEZhX4cmK/Ytv/ADO2/w3m+eeCX2PblaWWMyHA6uMi6nPm3Ewv6pkaHSLhz5VmjJet4DLydo3PZoNibGMc25M/O+pRMN+LrmTy6JF/80NaX+4d8DKRZNPly10wCz56agTbiOLO25bgu2kfBcP9yCYSD8rZ8mE8B7TL6fL1j1hu0hjCKh7nBTYTQzaR1rGCZiKOyCwk9WcMeFcU8ZxlCtPfe4LBr3/O9ROW4xZYyh9FrYh/+GvetdzO4N8/h/nQecMWcbTGwbvaX5h851yu37qBDVzD204TieMH6uqc6P/eSgItTpAEk2+SPm0tOMakuJeIyN/K1s69uM37A7746lbit3/N95f1537m8NyVUyARcm7qxm8EEUAx+XWhHMWdIa6ruGTOERnD6HhHk8OcKHqNqVkUm39b40F1dD/Y3gv1vVcozhRno/+Rca+3EdEUDYSIo+NDGftpw7f0k0BRhr76QSTSNQdaP/yrpP4laLCmAF6IoHPNFrwnF1Ez1UsqOAZiFVsVSPphchoQB5MCYIkXzB8MGRaYDt6ziyRCl4JUlp10D4wbJpGz6cBKL7lUU/fAKEi97jqKFrfHI/WApC3mAb0iwWeY2L+pFlgGLqMOi6AMRCJmtfJdieZ4BJAKROAVwd7NncgjjErcqcMJAqskEtcJoC1/LopQw5+dGUzr1GL/N7bXB6ux1DbipbhwsReFamjd+vykpmDrL9k7nvkYcKIwM/tMLW1eAeCvQSLEx3zNaBaLEPMG+kK5qydaBvK89gK8oCWVZBNJwd4wIsmmkMtIoR/3Ob2BO5XM+PlF+rb9hvt4k7UM5CD+eFJOKPkk8s3xAaiXltxE0RvtwR8eH/1PJsW8xETmArCqbghV6b4SdQ+BwOBCPKkglHxSSGAD17KEkRSFejOSJYxgKdfHLQd/i6RFR9dQMb01H3K7ftxkWrf9DcJgA9eQTyjjmYcTdSzlJvwo0YcEcKXE25uaVnDE7xKOxF4iGnYPIsjay3VB73vWen4Fd/ARHkkH5PqcUAjE9rdoCqcS8ToZ+2YPRw0N9c07vXbwIhJnZ+JPxl5nZNup7Q9r7zzM25hbUM1VGvUQfa/rILGKr3YOp4XbMZbFDeSf/IuneBo2wd/eeZWPuIPbo5Zxyewj/Fp7OS04xjzGs6D7vTAfKqqcyHyjJ48NmcFzPEEk2cye8jg5WjdxhADGwd0/zsFyj4YlXOPoUI2yzy/j8YzZTGQu9/EGYeTxsvdDfNZtCHfxHmX4kEgys6+cwJ5DYXQeuYVb9yyAFK/jBvCz65K4decXDOFLfna6kgo8CWA/SeXvQBk8oU1jFUMo41J6sxHvjCI+a51EzPUb2LDnekb+tpAtg+Mpw4dPJtwI8fDDvX2JIpMop0y+39ebNOJICPhW0qPoqX8hc8TMLI6NYQps/yDMBsiMPQFm++dhbkU81T8vhQKa3qDUEPYakhwdy7yOeZ6tM9QZkuCSqUfoH7eSKDIJopDOZEvn9SqOp/ZQC24jSrl6+DoOfHY5WdpVUHAYl4NeDH7sc7bv6s6h6YHSWFQETNsmNiQRKCoR8ZMRxwzLPP77+p1sGBnDo2OfpnOHn46nFOKjrw8SZatABFQCEoUbB4xqJ+eVgdjGaa0hDC5ZeUSKeIQhhTxiNZhdTM0ILy5JPCKNV3lI5GyhrOMy5rBE7Doh+8wDyqAaVzwpx4k6fANLjqd+49yOEys3mq+/Per7fR05t43hZO8hxflDffeUo8+O7oVTuT9sG7MdYU+Q2bNBxnujcdsmnbEXMAb+wvv4flwlSTRRcCDCA79Dh0SUBCEFMpwhj3akE0PbtrvwpJyN9AagDxtJrkuEDNlXHmF8dOR2wthDOZ5cywYSSeYjbmfrN72oWeYFgyw8GvM0iSQTxw+0YT9pxFE6K1j6+c8HKmTYDSO69RPdSaMnD5a8xhgWsZ1IwtnFKJYwucMLtL/yZwLb5sNEKLqzPa+UTKEDufTmO9p3+5mCzRF8R2+cqAMgrzqMSlriQTlh5JFLB/Z7+1Ln7ES+ayhEAdWI/atFxFlnqNwDfAC37FjJuFbviS0MAVFz5v8E29+2qT52Y33z5hJltscxPjvXs05z4jjr6CISZ46wvRma84dw1K/IFrNqN7eYGoLMGaswO4w8EIeB0ZJKeNCN4R0/ZptTVwYe+Ypb+JSC/0SQ9Mw7+FDGyjduoX/mSuoOe9Cq8A8Ci4v4XovFe1MRln9rrHIdwsD7l5FODGnVcfxDe14cl/lAPHx/fzSWMo15/3qAhf8cSZt39tKa/WhdLWivWgi5qYQb931JIUGU48n73MkrTOFLhrCUm8gjjKnes+hJGmHk8WbfcTy69GmuP7pcUn6Gwu3tlnEt60lLT2AKr7CfNnzx7QBYFMBeLYhlR0bgSTlTXWdx/YHlbPGMp3e7b1iy4056rE7lpaefIow8Mh6+Avzhv08/yF94nxnBT1GHExtKriVw7G6Y6IcINOM620Yozb+Jgb1oqHl+fTgSYvYEm3KCFI2lMdGNpjREOap4Z3ssbJbX2lkPIADC3SEWggIK6U4G0WTQhv0cxZ204jjpbzYUQj7OwXf2PkK98/n+H/1hVIEumLyoyfNi9fqbZczENcBsiwiriV3FQYgGMvyIOLoVKmDGvqf525cfcM1nm3kp4im2a91lu01IZGsHIpiGIo9bIpIRkIfsdwkipsbpy0KAEZX8kdAKt4mlsg9/ffn8AEi18MfkVjJvpr5NBpAMNQVe4AFu4aUi6noBnaoIohBPynGnkiCnQhGNndAHp+7MiY1w5mvcmKjZyUTMVKTs4qK+/yR7n23Tu07lv8peA1BDETJ7osy8nvn/25x1ZBZmYWIrhsLQjp9y55GF8pz6An0kqu+So3/VKKAVlLZxI5MonKkjkmy2EUVeXTtiSGcPYVRWtKT1Hb+STyhrGYhPqzLcOUo78kgghTTi+OzVJPCH1nf/yvQOT3I7H7KLDuQRxjJGsPU/vWBaJSys0e2NhY7sJIZ0WlJJIsm4coyaLC/WTxnE4PUprGII24gigRSm8m8upYz4jl9DPNSM92Ie4+lOBnGkgRsEUUgu4eQRRgfXXMrx5DeCCGMPFXiSTSTlTp60pJK97VpDBJLqmY6I1GHgHgSWDOBtuJ83ibhjq97QZRQzsm28s/e7g+MsgIYwByxORpQ1xYY5ipadWTuoWSyWhtdqroNpwRa474wd78xhdrSbim3BB9sb29nBel0hPgGmQt/ha/g7r1GHE//in2Q9chU9/p1KP1L4z/rptO27g7z5nQHQNAtMgo/KR9CdDKYzk8soZDFjOND9cigD39x93OS0lKd5iuD8Ur4OjWcaz7Plw3hptR4KrTv+yoFvLocwC9RqIuSqkPSeKqQvSC7Hq5xdPWAdoeTTQW/1SWYAAHU481TJ09SkeomTNAI2PB9DAPt5hSkMZC0j9i2HkD9gnjv/ufs+RrCUh3iZ5VG3MTjzc17mITpvzYNlksJZhzN33rsEYuGDu0dRgh+v8Xd2r79SzmkGUPCa/psZUUjjWpsLhNhOG4txL5inFzJvYrHsO687noltugf7v/W5kBPf3DQlouZoW9t0IjiePkQ4TA3BZdphIv2yGchayvBhI70prAui9IVgqIWeT62nJ2nMLZlIzQgvsS/jsUazKpBndn6BHGNGAK2f+pXu/MRXXw63RsBCkPfTEKE06DC46amKtcX6OdWAm4v0EUtAhFaBftq1iOAqQAScM+KcJCCiahZyblPlq+EGdKmCNW4wvhhCAqQyZCcLzNYkGhiNiMAu+ndIBQbB4L6f40k5Lakkkyixq5j2z2JO7MsBjvts2C5riAvdFhmY7fbTmy0WS+xZPqFTQuzT32na79cYv8RRpKA5Gwobaz/riwI7Ws/WBtlG8fVqsYFeMArcZpbytve9jP30E0lpjIHS29y4tLQKLR0pDNIGcIXU2B7MZSJl+FCCH99v7U+3blJ0bQmjaKFHuJbW3USUUybh5JJJFBOYix8ljFi7Fipg7Mi3cOUY45mHO5U8y5PkEcb3t/WHRZ8BI2EaXP38OvwooSM76UAuAP1IYSk3sZMrWHxoNFUjfEUU+UC3+zfxd14jn1D2EEYFnny2IAkWQdLqd3Cilo30ph8plOFDNpHEkUY1rrhTyVRm4UQtG7gWPw7Sm42U4E/EngLx50qA25C0z7eBpfq1eRpeHnYvD69/U2x1biXSulXKiUOq1Jqm2Lw3Phs0pvHwVLC9p219M3NDBDj225rbn3sLi6XAru90hiNnFpp/PJNz4WVu6TQU9lGbqaP55qmxD3vjBR1GClgcRh6CBBE+0TX041v8KOFLhpD14lUE/ns3cfzAf76cjlt0KXkZnSEatM0WKALLjxoZdOce3iGGzcxZ8CgHtMsJ+SmHN/eM4zGnFxjCKu7hHbQ/jnH9lxvEgfBABiPMhQMRl+uheE0e3Dykf0Uq1tblmYhjMx++v6o/nzwwludf/Bcxadn8RhBB/EY4uTzt9xQRw7fSefsWKINrtM304Tvu5w0KuYxngqcz0vI5zIaHb3mTLxjGs0zHO72I1e1uZjoz+aSbpDTe/s0y9tOGv731KqTAnd8sIYhCXuYh+vZdI05cAsDN+rV0xvrg21ZuNM8HxyFwe63MzRmJdWSYbFuTztbrzDXwnF4c9Rc917CXdtbUl6M+sea+seZxbGxTFo2Xp817L6AthIfg+8I+BvqtJZJsAPIII2vzVZS+HQyjIOKprbTkKPOP3EVNiBekWiRylYCIpALEhszfDCEhtLccZOhTn3Jg6+V8dddwiZwtRCJwaxCn5SDSt4wCEUe1JcA2xFjlyOOYgky7AMkWSF4BKdukT+wSJJI1BhFrm/R5sYgInGqR+Xng5lEp4w9tCoCCYhhaI4NpxyMCcBHSn82jipAbciQ6tgZW7xtCPqEE8RsD+Yr2d/wstnyERY+eBdj5zZvjPrxYhBmc+0WUToXGPuOYpg3tr77PjcWRLWno2PYicfZ+P/N6timNhq2yjZz5Al5iCxLhBu9V3MgKsRm+QHdwrT6GVqjv1heoBkt7yCQKV6pxp5Lv914DHhbiSCONOPIJ5S+8TzWulM4JxpVqPPVUwTjSuKXkU0iFF0c+AEAUmfhxkLeZwNq6gbowS4FJI/GuKmLs828xkLUEUUg1LdhMrAxPRAl/4X1eq3uQ973H0v7bn6XxaCFsvacX9xS/QzWuBLCfIazib2NfBR9YuPgedhFObzbShmLyCSVr61UUEkQcabShmLUMpP3+IoIoZDOx5NEOPw5y+HIXuV6lQDpYghB3qQvU7JFjj6+bR8++63V7ZTsItb3f/FTE1ekQZgb13euOljXl2Wrqvq00KM40TQvVNO1bTdO2a5r2s6ZpD+rzfTVN+1rTtBx9emnDJ2QIREdO0Pn8Mr6PcdFtC37YGhFbx8dsWIzCH8bUS5/fBrmxBsuuB8G7bcfyVNZLrGUgC169l76PreF9xvJR9e0MvuFzjs71oyjaG+0fFlq//iuWWzXmdLqbIAqJIpMnol6BWrDs01jOcJypw5NynuUJSvDDO7BEnJZlwGw45KbBHLgk9Qg9Pkjl6mfWMemVl9j8cSQZP13B919EM3v7BEKez5FzDANmWCT9sgoxihNhdr/HufOmJTzEy3RkJ29zL1FkkvTWO7S2/MqBdpfT5a5d1OHM7XxIFJmMzXwLnGFyu7kcxJ+yFZfRY08qn92WxE468uKAByAXnq17kiGs4voPlsNCuHXnF+zkCm5iKfEDvxbB6B8CBGMVxoYwM4/dYYgtZzvzjM+nMjZRY42Ooz84c2TP9pmy3e50OSkXovNzpmmqsGoqjXGY7B3Ddn2zsLO1WUYrdScpnT8V4pzSjrfY5hNKNa60jdnB8Ps/ZnLH57mUMjYUX0NFp9byOKVqXN9tuYijqUijT1UNJMXQLX8T4eSSfGiAtShRAtIIlJEDGdsk5XHyCqAYBkXqrbq+tLZ0hIxxkBWJ28FSGVvIA4lmTdOkMAg1sGOzFBCZUwCDCiRyNl8/lwykYWeSJo7LJKia5EtUQCZXx62DNQHg4SKiDvAYdUBEnT+w0o2WVEJCjTgzRW7srOtIIZcRQDHh5IIPBHbYozs7fRDb70hQ1/c71ecQn857THFmaO7fxtH+6vvvaOi/pqFjNXSf2fpT9u518/7MosC2oShYGmHiIXD4bkayBN8VVRIhCwJ8oVXhH3DItDsvSPPtRjmeXEYh+YRCmQtdOqSTRxgfHrqdG/kCP0qkD1oslOFDS44ez+qpmeXFvc+8TEd+AaAjO/kX/2TO8kcpnR0Mi2pgUQLDX/+Y210/IpFv+IloPfm7O9/Sj510JIUEgnNK8fqghlt2rORLbqD9Bz9L9o8b/DGtFS8WP8a8uvH8RDQDWcvkj5+HWZD64nV0JwNn6mjBMbw7FZFckkg5ntzEMvIIY2ubCCLJpiWVrGUgrtXHaFFVIzYuAsiQsc9K+7vBzeDiBZZvwOvZGh7gdalQGw4ykrXZ/z1Vv8Dc+Hs6aEh42ftc33t7jSKn1nDSYFqjpmmXAZdZLJYtmqZ5ApuRNstxQKnFYnlB07RpwKUWi+Wx+vd1oaQ1Gs76yTpK9e3TPPC07fxSjndsnTGYb57qTf/075ka+wz/+W46j/Z5mptYSr9D67jWewNrnxvB1iciiHb5hYiarfzyVTSvXv830ojj45//KmP7HP2UL567lXeeSOJLhjCML1jKTax8+haYUQlvu3PrhAU4UUc0P/HoqjnwEtRkwOEK8OuFlJ29HslTBulEmg9EwI9xXZjHeFpQzTFcWVw9mkO5geLsFCAt3iEw+IPPWcBY1jJQz5n+idlPPw4zYVLNS9zEMl7jAXqzkce+E6PwW6YPgU8eIuzZ7ex9sRPfPNabL7iR2Y8/Tt/n17CIMUzkLZY/cBves4r4t+sjHMSf13iAonvaw7wS4HU7v40zfx5UUeGYCyWt8UzbpjPhBDf2HrZ3Lrat1ub5znbeBwARMCqA+E+lGlo2kdIfg98B6Mgv9GYjGUTz7vJJMAoRPSk19G+7lpTifvwR2AqohDnuupgBwi1c4lHJH8taiUNAKoyJl0afIiTCFQj4QP+HV9KVTKLIpJoW/EJHqnElm0gKuQxPyjmKO9uX95BW6EAkTXETcj5lSERuGVCVBuPjZP4iJEMgCYnQTQMSoO23O4gik5V7R0DYYeAwpLSjW99N7Dx0BVVLfEVwHtS/azgEdtxNIt8wmkWkEcc8xnO02l2G/JgBLMtB1GMx1v8Aw1Gpr99GfdGx5nZ0zpdI3PQLIK0xxAIPNPNeDR/GaOQzMJ77GtPnGjvLmvL/2FhbZ7tPW7tjnm98NlddNouzEPD3kgaTiXD3lXN4ue4hvJ6tkYGm+yBdPAsRsQbQCg7HurDWaSAH8WMX4azgRo7pRXyytl5F626/8j5/YS0DWcIoosgkrS6Ovzu9BsCMR16k/79X8m8eZRZTCSOPcjyY882j0liTDHSCW29YQDmeRJPBUVryXvVdlJd58kdWKwiEiCu3Eko+73AP7dOLxFZ5wdZhEYzlfbY+3UvOuQiJ7IdB0oB3mMmTxPMdBQ9EMPz1j+nIL7zPnXQlk/S6WOKc0niZh8gjjJ/ozjBWsIcwFjOG8cyj754f5NbIQcaA6wKHJ7vgVVIDT0LJe+AXAXwAo2Pn88njY2E2UFWMOHXliP9UyYmpjbb2q7G262TsliP/vLF+u6M0yFM5tj1ed5jW2OAeLBbLb8Bv+vtyTdO2IyGH4egJYsACJFmkXnF2YaQ/naows2fUGivM9GmvcTz31BSiyOTl2HtZwiie6TOValpw9YIMIsZuZW3WCF5+4l4ebvcm99a8zJvPPczPT7TnWxJYftNtUAarjyYwaMV6OjyRRXd+IpFvuHvXhzBV49alC0h8KplQ8hm0Z708pNuBh+HHFBFc//3mQWmBLkAcDyc5a+9eRQT1LWQEy3gu/xmuSp0MQbCjb1v+7fwIyVcmMv3KmbSkki1j4iDFhdXdb6ZNr5vJe6sNSRmf8UD0i2x4KoYXn5rGHO1uNliuJWP/1TzWZgaf9RnCyJXLuUwrZLZlCnlZndG6WBjw6kYKHvTD7/kS/vH4LMY8v4iZPEne6+3YOrcXH064g1EsIZFvWDioPSzzg4NRQKZ+bY8irW1GPzRz1MwcPVMozhea6kQ1BdtW8wDwCIBw6EAu+YRSjicBFFOHE3tox1HcqaQlXxQPk5S/MCC5htvafkAyiSLMksBtThVVZS4wzQWSJKpUdG97EU3pMDImj98pI6OuO6UFbaDWRURWdA0bSq5l3Zqh4sxUAbOM9GV3OU0fRIBNQlIhVyJRtjDEcXLWP8+qgjVxMD4V5sWLOIPj/W4vGXeEP4a2Yu+lnQj6vZCxbeexIG88hPtBImxN7iXHqUWEnzMizmqlItsxWhwvIHApZewvCyCi21Zy4rvBpggoKkU6fpivdw3nhi0628e/2Ghu38nsw9hzfu0JM/Oypoo02749jaEx0Q17EQxTJL8TEAtdrvyRASTjtb5GXKkIJBHpECLMapG+VUGwx0mGujiKO/mE4kk5UM6WvXFQBokkk04sacQxgGQC9KqLG+lNLuEE/ns3r/EgG+nNBq4hkyiydl5FjwGphLOLpSE3keiXDEiqdwl+/PBNX4nUVyAN14MgZ1k3cjp147qRyQyJ/ZJnu0/Ha3sN3XJyuCviPR6ZFCl99YuQbKBFsLDqHsJu2MPLPETy64nMKx7PbwHp1OEs1bOdkinHkw1cw51HFvJTq+5spDdX8Auh5LOKIcQGpdNq0x8SDOsM7AGv1BqK+noTeMsh/FKhJAf83oAH3nuNTybeDikusKkNJwoyd/2zPWr5873lyK7ZNhY0hqYKqZP16c37OJljO6ZJfc40TQsDuiNdKQN04WYIuDaN2ENTDneKNCWFo6npHrah28akPdob18zZZr7tciNnukafFgN30Pn7LfTjW77gRtYykBtZQSZRzFz8HMPHfswv30Xzape/8XDnN5m05yXenP8wB57woB/fsvzO2+AF2PxtJAfxJ2rYD9zOh3z2cxIPDJ7Hwx2exTJSYybTGUAyV7CT8e1ep82je9HGWNA2W+h5Uyb/feBBcX5yEYHmjLQuj6vi0KxAtt/Vg+ev+xfamxa0Hyz07vsNAJVO7ty8cDXZ82NI5BtubfsRbcfuIPCn3TAIwrRkhkR/xut7HuNhXuZ+3mCD5Xq2ar1wslTw9JEZbOAalrUdinfVYSZrr/B8l8lYIjXwh5C1JdzFe7z4/AOsf2AQD/MyU3gF73FFrP9uEHU4cRfvET/ya2ltoivWdEbjWhvppOa0iVpOTEVtKIRtvk9s3yvOPQzbdDK/06nYktNBY1LcDBydS32ptLbbw/FBXmOBLuCsDzi9kd7U4cQV/EIiyUSS/f/snXtczuf/x5+3jjqodaeSWlEpqYmiJKuRheU0NodlbGtzasPYmNmwmcNkbM7DMI21ZeQcsXxLRFErkUSUVNRKB51u9++P6765d3/vErPT97f34/F5fD7353x/rut6X+/X+0giPbm30RD6Cffojnbp7Ih8nVuSp2EevLxtKzWxZjBHR7gkfQ+FEluoBL+KI0z3XIAWMhLLfSm1bwv2SSI2bTHgqEP98FbC6pWMAFu0gn4GiBjTbCj7BSgRoGzIVSEMKYUie8Xf2Qck69P6jetYya0VKbhThBa+RnE+4HbmDNTASUlvbmLNG3br6V5/XHyWAMW9vHhQL7ISWphXce2aA0l4k447MrSwoBgLyyJsyROxZ+NAZJVVurQr20ndtbEx11NN7dqUS/6j0pOaS/9I+l/kuU8CFD/sHvWNbDd1rLmCs2pIgDqp98WmztV0rerYkApFSCAQUE8QMbwgOyCUJHqILISGCG+fSsU+C7hla3RfqVSkiP28Xwy6UAczvxsYUM1eBqKFjOeIQ4YWsgYtDkcOxpgK9jCY25izkVDyTzhRgTGjnL8hlI0UYYmtNA8pJVzGgQqMOT3fX7znFoQ8tUDx3sGAFVx5sxOrPnsfZ62LzHD7lGin55FSwsfSTzALvoHJuEJad7ou5K98WPDBQvYzgJksxsPyHKe/86ekSCqKY5ODPbkk40WJoRldOEcmruRijxfJFGFBsp6XSKdfoPhOACdAWl5OlX8L6AN3ZFCyDfx+PMtbdmtEnK+5RHz338Qr66isVdtKXYZWkibZSfU6TduPQk0BfvW+ph6b1pz+2KC21rSveX262dxLIpEYATuBqXK5/I5E0jygJZFI3gLeEr9Mmvu4J0BPWrOnCV2rJ45ojJTCvw6aG0q7kXuoJgmpB3rCFksC+O5+inpfEqnAmB+ujWb6iAWEZ3/E1p4vM/Wl9cy5MJtPVy/i4mQ7Or6XC6nQ+sh11jGBHByIpxcZ33UjY103GAnyTRJ4EQ795M8JfDlKIElF3hgYVdPQoCWsYxcR7jyVitc2RwgyCQh3nBB9ocE2RzCXy+LYSafedCzLhRAwC7/Bfq0XWJI3j7O2HYmlDzPPr8RpcBqD5HtZ1msOkkA5R+f6Eksg3iQRL/ekl3sKLX3kpG7oQCaunNXrQrB8P7Mly0EO8nIJkio5NmklVLpoIVupzezPlnP7Q3NG6EXyNVOYVb6In016s5T3GHRwD7ck9gin6cv8NnOjst2U7ataF01JjWldNFna/tU0/91IM296nHb6u7Wt+vs0xeYb412NufVqmlSVk6+ZGPteUIQlxlTgRTLDiaIaA6IYzr6c4XBbIgSJSriXa8iFOV1hYxH0s8RkViEVGIvhGFEC+lJF0Wcdxi5dSx16bKwNFTXPViFcaRz9hPtjAmKdi3BTPFSNcLGxhENxYB4At43BXiKA3ClgRTtIPgiB7kARaHsKfgaQCrcynhY+IWHAFk9hUZuVDWFOWKwsIq/WFqu7Vyjs257Dkuewkxcwmu003NXi7FN+wgXzECKGI0N8KgOjaipzDSkwsmaz9DWe42f0qMWaAswpobNDEmnjfOCQBFLtEf5F6lYzTRaNx6E/Kqbj7zAm/g7v8PjUuOyk6X+pzkNNuXQ1Ro9qOWgKpD2u4KzJtVL9eFNhIcq1Ir27IxAI/nZHCSSWVvvrhaVM1WpWjvDGtoYq6xbkYUsetpQgpQJjdKkDoKRKClb1uGplkokrv5S7E2qyEVvy+JYxoo6iNnhwjm4FGfSyPszpN/2x23CR+czFg3PE8RyZuFJWYkpEWagY37HA7jvQT2Sr7uqfwDRWoEUD2sj4BXd29xxKxg13Cj9qzzK/OUQGZWNNARYUo6tVi6VWseC1nZM5WPgiTKhna7+JvOq/jeHs5KyfN/diDcn2eQYDh204cplEhGzlSyIgkp8M4ADOXCIFT/w7noY9gC0ibOU66KRASW9jDF8sp91hOJINfT+H2S99RuQsRbhKhEJJp5GvKL2T1NtMvY1V21K9z2oCaL+Hh6mOF03bmsZFY/vUt38fQGuW5UwikegggNl3crn8J8XuIkU8mjIurVjTtXK5/Gu5XO4lfL4Nm/O4vyk150M/zGe2nsYBnXptG9W6ZoqOYtoXAmvQo5bn+JkFzMGYCpYXTaO3XQwzWUK00/OM+yySD378mE9fWARe0HFiLtjDiiPjOUIg1hSwh0F8/dwUsIKj8b7IF0pgL7j+lMJnfIgzl9BCxr1VhlSGtKbGzUwE4m8BfKrF9lQeaHz6gV3eRSGEmPMg3fQQhCAWWy9iNfKhdFxbejilIqm7x1e8zeTaNcjjJNiSx/KiaaTEu0Ig9OmWSB62bGYcedhSlyCEOo+hl9CjjvYFhWRe9cRKfoXZbZazw2MwGT0doAae0fuFDy6uYM2H47iyvxO52DO95wJq4sx4iR+xJ5cjBMJFhVB5P4BY1WKpmpVOW2Vb1Rqqo7YPfpua/++oUf6X4H+JN/1Z1BgwawnYQaAEhsDLzlsZQSQDOEAv4jGljAMM4EDRAEiVYOOdTWfnU4JdzkOAn2RLuh88jqdeMgeXvCgUQCOlGN2+hY08G0Jha9ZEIosUQsAhoCZOpLC/DGwpgcsp4l6FwKFMhFtNApAC2gFCueQjgTBoEVAlLP7DQah9N4KNp9C290sRqfiTIfjDH2FLjQBZ86BrfALEOsGqfAr7t6eizBgD7tL9yHHwaMU1iTVRDOMVtuP0a5q4dajiU/kANlB5uTWYgr30Kq5k0p0kOpCFM5eowBh7roK2XLyb6TM8yIamqR201X5r0kQ3xVOelCVNnf7lc7+X/ps/PQxcqa81bStJXZmo6V6ajjVFTVnZNFFjlohHjZNVnY9bAZbCah0AVj2vMID9+MoShY5D6aoHIi5eH7CAGmso0zNVADNzqhUu0HXoUowltTV6WNnlUYcuJ7N6Y25Sgi+JpONOJq7YOGfjN+wI5pTwk3V/Epb0hRD4kZcIJJa7GJCIL7eSnqY+tpWo27gAYeEPb4X/wUN84P8xH7IQZ7LwIgVfEhlOFF/wLu+3XYLdpxfBBvKznMiscmVf9EsULmtP2n4fCrBmOFH4Bx2CWB24DUuYSTEW9Lfbi9nIG5Ah4WcCcFfE48YQRAXGuJJJAdZk0QFXMinCkjO2bqLLlSIAmhRIB8vScu7468Ag4WSQmQx2q2/xsd4nwqtAH0TUk6pMpCl2ubmeGQ+jP8Jt/++h1GlOtkYJsAm4IJfLv1A5tAcYq9geC0Q/+dd7HHpcgfhRBOfG1uod8mHujarXtlLbrxoDVQoMhBUwtu1mAojDljwiGcEntR/jYXmOQ+UDiaUPQ5bFEPzhjyz88lOO7++OZJwcfEQh6UBiKcGcHidSiWj9Jm/9/CXyixJ6h51k2o2FDB+/jSHspg5dxrwWRcKmvkKgaAB2g8mpQubdnIk82hD5WxLk7STIJ0qQG0lIC5OQ+2JH5CslyHUlxI/3pPMLp7ByvkLvsfvgso5C6wyMhJDsDRAhYWvHiRj5yQidvJKjfQbyk+WLDCaaoz196X/mJyJavkn01lGk4MV2k5e5FGQL82BYjwOMs14DxXCz2AFO1TP6qd1sJJT3vedz5btODHHZzggimf7CAg7nDOIyDoQN/pz8JCd8OEUOjixxfhvm9UWAMfit9UwVlKmDr8b6RnNdXZuiP7oP/ysw/e/S47RpY31U9R6qightlbVCGDJ1hXnQccRZPEilgDbEEEQqHhRhiQwtpJYldB92nLIqU9I+8wEfORwCnVN3mOj5Bb+Uu3OsTbBQ/OTWM2xHBL0M48l/yQkWQ0fns9z73hDcDirqkwUIC34I4CaFFZ4iw+NG4HJH3pCvYpt8B2Hyo4ytX8sweQRxJ73ZNH00AZY/0/vTfUKgCJaA+TzhQjkcmOcJNq0g6iv2SXpgZFpB54pTUAlnX/PDyOcWOrdbQS7cszIgt8geT1IwSrgF2q3Iljgx/fgayniK4M0/CgvfRiAVdBzviE+eAdmbOlOANXrU3U+jXYExcbXPQYRE/LcaEHEbNxDzQGPLHZVFtQRLBQ8C9Ju7NPxJy7/015OyHbRVfj+JeaA5wKw5pPoumqwmOmrnmIl9/YCR8AzpBBFDq3RFEhAXhBGyFGFOsBa/6/R1uI2UXES8mS61aNFAGaaUYYqBkYhCO33NFwohiBi0kfEtY7CmgFA24ksil3FgWPQBGC7ntL873fIyMJZV8DPP8cP+sSJmNh8xrkOAVBg1/RuCiKEdVzGgmiS8ScL7Pm/wrU1kIHuYz1yGdYqgtfN17A1zMQq8JZTgYXDlvU4k4ksQMRzsE4BJcCGH1w/me0aQhy0DtA7QffBxjqUFk4oHI4hECxkHGIAHqVhSRCI9MaAaS4pIxlO4YxcgQJoTUAWSVPhVyxQGgpObSEPADni3eC0mgYVCuWUkQcwLqhlnNbk3qrexap9R75fq9DgutU1RY9Zo5TFN3lFPghqPJW2O5awnMAboLZFIUhXLAIRjSF+JRJIN9FX8/hvQnzWxaFrUa5SprpVLhYbjyjpmDTyYXJUTbhGgA1bPYDX2Cu+wksHJh/kPvfhoazgOepdJKe7FRpOxjP5yN4On72Dvjy/z+ZQwAnok4XQhDbmvBM/yNBLxpc/ARMgF+QIJ6z+fyrTJCxmwaicVGHOOLuxmCKeP+4MfzHljNrtfCEL+pgT5UQllE9ow94XPBYMBjv3Ugy8/fotDZ/wxkbeGZcBQwB/8ks6S+mYPbl51YJfsReS1EupsJKzwHE+PF44RcWMMg+fuwOqCiDXb1CYMSVc5g188TN6WDqxnPKuYzM27ptAAyybOIRUPohjOts7DsTt5ka1PTUTXsRy5NsgrdCECVrz0AVJu4//KIaI/G8USZrG09CMmOixnb9EgKjDmLe8v0aWWPQzEmAp6zD0G+iGKbw1CEFK2jbJdUVurt7tysNY3c1Htr3+HvvuvwNT8unF/Z3qctnzU/6RuIW4L9qDvVkoAcQxgP4GIGNNkvJhYtZZkvLCmAFvyqExuDXPqAQlchC+l75COOzWmosDqvFszGWW3jZ1vh3Bw1IvC+u4GF8Z0FZY2+kMsDJbvYNSv3zB92wLs0i8KS5gpwnJfJmHTjVA2M44UvNh64zWycCaGILxJYjEfCKvVsOMYfX9LaLBNgRqwmZtNj7xjEPUO0JJKo1TSWvtgszeb9pvPUxneGj39Wl6+sBVCJNyzMiQTV+wNc4WrZIABBGzh1ntPI0OLMO/PhYv3AqgPayXOaQBuQx62FGDNc7VxBPAzI4jEWy9JCJeBKGq2WfLfQsrDNNDw9xjPzeWHf8SCyvr/Kz1M6HzYtY8D1JTf/PdYNB6l3ZSCv8LjxQboB4Odd+BBKp0zskVsmQXQHpFjpwCRwMwM0IMGLS1yacdtpGgpvksdejSghTEVWOgVUVxlAck6WPlfwZ10ohhOeskzzCCcAOIowJroJaMgDLY4jKTb+gxu2RqRqOXL7LTlQkkzBGFy6gdMrcG/8yG8ScKYCq5jy34GsJFQNhLKaibxMwGU6ZnSpTaV4bVRjCCSQezBlDKGGUbhP/jQ/XqPm5aFsZsh9Ck/ziq9MAAK32tPxvFu5GLPeNbTufMpFjMLLWS8xmbi6UUetooC1FLScacDWZRgzhk3N/FZixGxZxbAFbCsukWpvz68JCBY9gkgDEboRQrA6QOCZynjzzTFxMJ/9w+lq7Y64G6MHmdsa5K3NCkmmsM7/1j++tBU+k/0YRJrOUzm8Rmmqo/pkzZl/l1IG9Hoqt+oP0R4s/KVUAawn3f5gujIUbw/Yj5LUucR4TGMMdFRrBwcStjMTZxZ4kb399J5fmk0MTuGgB9I7tWBhw6Df93B7rzRHLPtQTy9yMJZZBP6oBtog82n2RyhLy67rkFPKLQwYT3j+ZZXGUEkZZiy9rN3RbC9B8J9YAsPhKI5cggRrkNow0LPaXiTRO/sk7BQ/Jv6FTDHZB45OPCz7Dne0RJV7jf1D4NDJQyWH2b3gdF8OeAtZGjRh1g8oi/BLHjrwpeMZz0FtCEHR6barocIkJdKQA8kV+VgDvkjpLzLF/yweiyjJn/DJFaznglElQ/D0SQHA6oxooLniKMEKSuiP4AhKcBeHlgxm9KUKPtgY31ZOdD/DgLSH0n1wIZ/U+n/ofQkNNlN8Uv1+zflhqKq/VSU9XB8BtaBTZ9sRrMdZ7KowJgoht+3BtmTSxYdRHbFsLagDVYrr+DMJY4n9RMT+mU58xxm8ZXsHUpntRUeiW6IGLBCudDI+kDXIwkMZTe7GMLZ7/xEGucyhBVsCwKkhSNcH1cBXEVIRBcAUf/MZFUh1noFXMjpgr75r9QUmmHnfBFnskiq9UbWoEVlamsRE2IKTC0CjCHMQGSP9L5C4Q1rurZN5uwoP/j+CHzfl2EjIqhFj31vvgQbs2GLE4PH7iCu9jnKZ1kJxVY499P+6zje4TXpZl5jM3nYUo0BSXgTSx/0qCMjppvIapmchPDLUo3ZUFUIqf5Wp0eZb/8X+dX/Qir9J8mf1AXQpn7/Ht6jKmw/7F1Ur9F0XJ3/qHocKcMNLMHUBgKg/a7zzGcuACE7dopTnRSXpSIAWkexTy6Fy2Y27GIIxYpY2WoMKMKCm1hTix5lmJKW4gOVMMr/GwyoZlNaGCGdN7Ch6i22G47ijf3bheV+Ktz1kaD/OUTMH8aYrCjhFr0YOnufIi3NB0zrcbLLpAupdCCLXNqRiC9X9ncS72ck3tVo3C1CDTcykL14cI6bWPML7sQQhAxtKjCijKc4PrEfrJsHIfPYvS2IXvyHt9jAzi9D7md/XDZiEu6k8zrfMIJIwos/ItRiJbXo8SrfEksgOTjcT1xShy5vJkcIkcgfkTTlKmABN543o21qKYyChIuCK1nInRjMHq595iJMNZX1CJ6ltNzf4bdp9dXlXOVvTXKVJr70uOBMU39vbFv92eoy3aOAOU3UeBmiR8rW+PtJtQj14yyoXP9PIm2Vtfq2+qJBa2DjTfArP+JLIgd4gVza8fWIMSzJnsdWj5cZkxXFmsHjCJu5ibNLOtK9Vzrtl54n5pMh3BplhORrOezTIf5XT+Yzly9sJ5KOO5GMYMeS18no3w0CYeWnoeS90AGXPdeYPfQjOlik0iarjP/QCy+SWRT9CWv7vguO0HrXdTrPPYW+R6kQigIQcWfyLFG0dQVwGWbHLKePeyKShXIkgXJmb/4InWxY8uM8olLH8B+tZ/mk6GM2F73G1wfH8Lw8gWjJSCSb5diTiwXFLORD6gIkjL2wlq9bTmEia3muNg4PUjmZ5wH7QGIth8Mgt5DAZbA5XkJkwThCJm9gR9rrpODFcKLoYpJKGaZIKUGPOkqQYk8ufoOPgJcnD9y1VCcV1YlBuX5Yf3xYO2urnfdPpX/aWGyMVLM1/t2Wx+WX6jGTqovqMU3nqv5WCkDKuEwzxdIR9J+BMPDrc4QOZGFMBS2ppgJj6tAFYDhR6FHLsWtBlHq1BX0wWnwLbWQcn99PWJVy6wl2iGLetQWUJrQVyp9TwEa5AGiLRYzG4CM7KOMpPlofztkv/QR4ygUul8CCOyLebA608KoS2mk/AEtYJ4EJroAcNkK5vpQLki7geJca01/AB64NdOHw+cEM1NtLd8MkbHpmCyGpEswaGuBySwEYR0LhNVuMTCs4m+aH244zMLUvjIxgZ/8QtGig/4afYKMTzIC9RYOYpLcGu+UXhdIqA5FZ1jsbS2kRRVgQxXCS8KYMU4yp4AUOYEwFdkEXBTijI0IT3RQ1xkseZYz+Ef33j6T/Zd76R9DDhElNwOxxBM8nMS88rP1UeV0rwEbwikAUpYFicSZLZB4EkdjiKsISpK34XQvVhi3IogPFWKKFDIAKjCnDFAA9ainAGsrAyv8KWsjYdD4MTOtZzCzSDd2Yy3zBe9bVML3PArQagFHwHp/DAtCJusMo72/EfQATqxKeogwtZOxlEBE5oVxZ3+mB2+MpIAMqN7ZmxYkPWM40tvEqedgiQxttZIo0/OYMJwqj8FvgMQ/iYAJrSaULnqTQccpZwXNi4cPyBbiSyWw+I5IRnLLozBi2kYs9/6EXrmRSjQHn6IItebTkLhe97IRbYzbCHbQdcB0syksFOwoTEWYngM57spnGchgpV2TC1kGcpD6PNSZHKX831/jyOH1M+xG2H6XfP3le8yeDs38iPawBmzs5qRdKVG6rClKt+K1gBPAKxMI0llOGKbH0wZVMfEnkG6dRjMv5nhDnDUw8sZVvlozCs0cmPeKPkTPBjZ8+7o/Fsgpaf3qde6MkGFNB54xshrCLqV+u50KvrtAPTh70QL5eQtjqTfTZvxfXQSmUYcog9tLf+SeOfRnMD+3GCpO1B3AKbnV5mrSJPtTMMBMCkkc9Tp5pFJVbgGk9NjuyBbPShq7pCZisK4QoWGT8CZJaOZJ7cqTu+XS6eAXZp0ZssHyTt85vw5VM9soDYQIMkexjYtVaehHP6yZfsyV5Eofv9uJ0F3+MLsowpgIpJcQv9YRwkPSSQznIX5bAOpCckzOfj3m581bCmUEWHRhBJLrUcfDaQC7jQBbO3EYqshZ9L0fksFbG+qHSJsZq7agq5Cr3P0yx0JhW8J8iCP1/ob+b9eBxXSybcl1Vv4+6q65yfwMPXLCV28rlQep8YyqoxJjLOJCHLbXoMpC992vnrIj+ANbpCB4SCpWHWpM/1Am+hxYZVayxexNTyqBGcU7cHREwn9uA25EzwtJ0EQ6UvMCVo52ERSwV2FIPt7MfvLMfMA/uuRhCcL0AUwsMBC/KAPyUIPwEUAxeBjA1QASy7wOmQoT7mxxbH8wADrBs+iRIgFKrttg4XGbwuR1CO+6mQ+W81ujbl5JZ5IrRgluwLwQOlRD93igqMKb3G/vge7hnZciitE9wJROnuWlC+NoI+ZFO5F+zpw49YgnkHB4k4U2RoipNEZZ4cA486sFeCYpV5w51oQca5wUPU3j+kfS4PKw5PO1f1+zfR80RRJs7r2jqT7/Haqa+X9nXlWtVRZKZMI4HAENq6EU8VifKcZZl3S/yVGOIMJ43IPZpi+0yPVPSeQYZWhhQTRmmlCgUIcZUcBspt7KeRsfjDl6kEHFtHMTCErt3Ma0t4002kH/eiR5vHGNY2ygGspd4kx6McfmayipjzLbc4DXpZgyo5taJp4WVX0H3LXIbJULJFAzMqocFclrMqxLyVjLsO/ES2xnNL7hTQBu0FKVKKjCmAmMcDHPofW4fzILC19qziyH3z/P3PETHDWepWWDGcqYxMWMrniQzl/k4k4U3SRwmiDp08SSZLDpQTUtsySMLZ8HjryMyW1oDhqCTDZTAnQk6tLNW/Jn1MKX4a4Y5fCf4sD484Fmqcu/D+oUmehKyTWMuvuqujg97turvP47f/AvOHkqNNVyDyro5i2r8UmMxTMq4s1LFPkuY4MRU50UAJOGNIzl8yGfsZwBvHN1OiMNGtq1+i1s9jXhj1Hb6n/yJxE/6MGTddoZ1OcDY6Wu5LHNkl1l/Oh/IZoNbCA4f3AQXKIlvifyMBJ/P0zj7Q0fcJ5/Gl0Q6kMXa/e+yTDKHg5IXRZazuHo+qPiYFUvHs2X5CDLOOXBprS0lG1qSv1TKSruJeHOa10y28LzdAQKIY86U2eBYz9kTfljoFdF913HGVqwVTCgOSue0RdJDzuhVm3j9wx3Iv5WQiSsDzx8lt48F2+UvUWmkx9sTN1JAGxy8MqjAmDXnxsEE8Hwtk3h64XfxLOXf60IqSNrJQQand7jDPnDIuskYvsWVTOJ5FnfSmcViutslklcuUuaWYI49VxnrsA5mWSK4vFJgVQql6i5EqO1XP64ev6R+bVP0qH3rX8Hk95PSvfv3fPu/YlGNc23u0ljiB/WY2aaWVoCBKMbsVoUFRXQniXbkYsBdcnAkFQ8S8SUPWxG8boPgJYsRCTJqQCfhDqMtt3MJZyIi3wSXO3Abusp/Yc6HswHIGNgNLkPHtWepL2wlrs/YCVu+AnRgpBPMs4R9Upx+TuP57Gh0Lt+BFToCwAUikmvMQggM9sCKAPCyFLwoGaFdTlWcVwiEw9f9pzD9xBp6HDyGWeEN8oc6Eb1+FC8HbRUKqXCocTFDS1sm4ugagBVSCE8goXVfjp0PZmyftZBbD+PgYMyLmFOCzqo7wiK3AsjVoRZdPDjHUHZjTAVD2U0v4hlBJL4kEmy3W1H3rK3iuyvBc1OkiRc8KrhXv9+ftag/81FJnSf/f6PGQG1TQqb6798jDDcmeDd1/0dxZ1T3DDADbakAZiOhf9sDBPAzZECronrqewK1oH8VATAMEbFnRYAFZOJKHrZoIaMWPW5jTq2iQDxAHk+jb1VKL+l/yKIDrNCh45SzDGU3b+ptIC3Fh5c7bcWddPoQSx26jOR7IlLeZKbhEl7T2kwFxsQQJCxi5iBr0KIAa2KKgoT7tT7gBWYjbzDYLoqpDosZY/ktTv5pECyHQjh91J+dDCcPW6SU4Mhl9KhlYdVs0m540IVUuk8+DsCqre8Tz7PkVtmTLnNnBuE4LU1j2c453HIz4hteJ1nmxXZGM5woWnKXJLx5hnT0qOMSzhhTgRYNFPY2eeDS2IBwQc8GSuGcVhdwU1ThPQB8AjMIF95Ujsr2a8p6pqnt1a1nf8Q41nTP5liNNV2n3Pc4Y6bxaJD/Z+DsSVoo1JfGXIKU7kDKtbHKb6VWwUKxz1Lxu61iPYHOa0/xNl+Riz1xBNCSapYzjZnHV7Kpz2i2ub8Fz4NFrwqG7YjgwMJheH8cR3SvUWScc2BL9iR+1TLlxbyDSO7Kect4G+8vmo/8joS9DGJH6GAC3j+If9VxdKllwc6FRD81CqxgrHwtK+TjqZshQb5Sl4UBnzIl42sGsodOBVcwpgKzghquYk/Ynk1sm/kWa36cTszUIcxgKR9WLUIepcvBngG8wnZMKcOAu6x8JZSX126lx6Jj6OeWsqPl60gOywldspIYvyHIYyUEsx9fEpFfMoFKONYumDp02cNALCkm7qQ3hMAbTtuZ7fIRrfbUUzdDAsng6RJPt4gMdq8NggnwYskuBnCALDrwHp9jSx4LmEOgydH7hXKPEkgxlkJzxQjEgGuJAMrwgFmoTvyaBqMqY3nc2MqmLGqqx/+lf0lJjwPQGxPW1QGbKlhTxg0o+qALOFhepgRz2pFLB7KwJY9qWgqtK3BVWclUX3HLMmAcmOwu5FXpt9Shy4r+H8DIbAhrRe+7+zCmkgXrF4KLjrjGCC4M7Qpu1cLyNGcYZLxDf/lPhOzYwLC5EeAiRxsZDWgxWvodLUZWQSy09z5P56Wn8H/hEJ2PnKLr1QQmTvmCwWd2YJJfeL/mGnEIja+PeB5lgF81JyUtKA1vy1u7vqT7+OP8EDMWrOoZJf8GHKHevBVmfjeEMOIGjPSD20XgJmdr2kQm2q1EJ/YO5MPJa73oJf2PAIy3gVlwbHUwlRiThy0OXMaSImrRpQQpmbhSjIUQPPVtEHOGBZqtZY1Z0FQF3ce1oP2eufFfejKkCdyozwuNfe+mtP2NzWWNkSZPkMa8QzQ9/2HP0gTMlGtVYKZ0Z2yrKBIPPTodI5BYOl/NFmNaBqkmblAFHEW4MuojAFoV3LA2IxNXAGRoKZS1UrRFaWkKsKauVhcvkxS0kZG9ujMMEQDkW8awI/J1Rnl+gyfJ6FKLMZXMZT63jj9NR8+zWFOAL4kk4kv+RCeRLdJI8Nn8HEfujTMUfCAAbIZlM1BrD65coBfxeJHCCxwQliifGrgNp7f6cxpvKjDClUwsKKZyeGvYrU8RljiQAwtqYAWkbfKhssyY0ti2xBDEHgaDVz3dOIPZgRomaa1mMbO4jZSh7CITV24jvZ9av4A2D6xnPsAV4CpcaWclvqceWFMAHeFtM4F16yPAJyKNUZ2+ETzLCoRcq1qaSNm26tb/xvpGU3LPk+6Dzd3/qNc/+nl/c3D2pAHUo9KjxHco768e36FeC0sduGmK6zADXoR9EtxJ5wMWE0sgM1nCU5TxXflo4vy9ed19B1fSrZC8LGdO/GyixozBd/ZRTn/mj3yxhE7rr0CGMJ1LXpTDbpCvlPBx7Sd4vhSPM1kk4svxnf2oDGvN2R5+4FPDyV89KPY0ZhrLmVT+NTkmdswI/xTJe3KkHfNpX3sVyd17tCu/giRdTq+sFCTpciRX5EjOypH0lTOX+YQYbsN9+mksKGbusc+JSR3CCCIJJJZAYinDlD0mg9l5dwAt9lWxSRKGpJ2cmlBID+vOp3zMNKeFyMMk9L/6E/ktndh6dCIlSJGhRX4fKROzv2CR0ycEDD2IzkY4OtOXs6P8mBkyj8EzD7Pz5wHUh7biMz5kFkvQo47P+JB03AkkFg9SMaAaB3JwJROrnleE1gdH7mfK/I2FU1vlt3KS+z1WMiU1JlRr0ir/f9UI/0vNo99jtdAE2FStasrFWxzLAEuK8SaJEUQysjQaawowpYyMHC+SS7wA0NWvuw/O3PaeIWzE54zR+5ZNOZP5wX0s6ENruR5OK9M4Fh3M8Zh+iiLTot4YWxBDL8wAFkD3T48zqtM31KJLRJc32SkJgTkSLvTtyrGJwWyVTBSujQvgiqQTaRJPjrfsR9rbPpzN6UksfYiXPYuFXhFvTflSuFKagtXSKyJm1guRGXKjASwIgFn5fD1mCm0oYHrQAojTIbJoBNPjF8AsKNWuhkPQo88xjDbeghWW94tdr016FwOjapFY5Hsdjl0LEta7LQhlUCXsLx9AHraYUwJAJcboUksJ5lRgjI7bHUVafUse8CR1bwxNFtHmWlZ/b79pjiXsX3oypElYVZdvHvbdfw9oVp/bHjWmUZ3U4440na9+jnJpJRIFBYJd0EV8ScSTFOG+aARVFi3uuwlzHOEmqIdICGIBV7EnE1e0aKAWPQqwRoYWppRRgRGXccReLxdLijicNRi04Q3/VVzFngVHF2IypJCB7CEHR2Rok0R3Mmtded4/GgdyuIwjtehybacLVIKOzx3QllGZ3xq+l4gkamFynvePZhJrCCIGc25TgTF61OJLIgM4wOC2u7AbcRGs4HSSPzEEoYWMPGzFfzKCqPJhlCDFrm2u8BLIBxq0wAZ+iBxLLvbE2/lw7agLXwyYyKdXF2FNAeG8hyuZ2JPLUQIVxQPKyMERPeowoJrS5/XF576KsChagLwjOCXngwVIXoOOJpBUDiyDSawWWSRdEP8RSx6k11eXiZVtqmlbk0VVvY80FTrSXMVTc/Y/CkBrTKHe/HH3N1Vr/R1e61EZzqNon5RWmXrFukHxvDuIDlwBfk60f+E8d2mJhUL4WcMk/sOznDLxofOYbC6m29Hxg1wGn9vBJ6WL0F1RTv2mVmR86AAHgOfB1Pom5ZIKusoTSNnRixmjPuUyDnzD63hEXnoQR7YYivsY03pMJdnbbHiXL4inF0VYUHPCTJjeh4CuVi2FF9uDNtTsM3vgCnSRB9rgCRAdMkoIE6bgqZ0J+dB57Sme42c6kMXEY1t50ykCSd092jtkstVyLGVyU97+bCMtjc7DFldyaEMu7Zjt/REH8oZx5K4fz9vG85bPNt7/cT7JeBJEDLJsLb7uNQXX+BQyP/Fk744+DBx1FI8d5xg1Jpqvd43hrVHbeHPFBmZaLiEFT5LxwpdE3EknjgBycMCCYrxIYd+49vB9f+Csok3gASNRAjP1CUoJ3FTbWL1fPGz7X0HmryM5f2za7T8rvqcxehhv0vR+moQ/Y+AZmKADNtAitApvkkS8mII28xp7ZYOgUILU4TZ1Mj1Kx7UVvGGVnBFEkos9m14Kg6gEmOeH/tRSbm16mltWT4sJ3Qco2wMMEok9ZoFNp2zylzjBRSjAmtNJ/uJYmRyoEHFZI8W5oNivrXAbMdUR99wHuEjILuwMlVCa0JbsZKf7zywbYsoH/h8T5T+M7DGdhQVtTg2Y20A4REtGwThw2pzGzSpr1leN5/lF0Rw2HwwzdnLy0DBRtNoG4YoYB8yBci8rcAT9CaXUJJiBPuh7lWLaswxtZOQnObFD+3WknrdxIIcBHMCXRJYzDUcu0yDVItutM2Q4Iapuw28zN0LzMpw1RX9k//+Xniw9iryhaV56nPuo0qN4hmia8x6VVK1mqtYzMyG/DIeB7MGXRLrIzolU+W2gQM8aYyrFLTIQRucqIBtKQ/VJx50yTLGmgDKeogQpHcgCIAdHDKjGnXT21g6EOOg8/hT25PJRSjjkwoI+c0jBiyS8cScdawoYo/ctdeiRiSuZdCSJ7uKvD4H6jFbouN2hfrc+GMFb277Egcu4koklxQrrlTnn6IIjlzGljA5k8SHpJOFNepA7X6dNIafIkVpLXdKyfDCac4vaGj1q4swoGGzNtRv2wmJVCVTq0L3TcU6f8uc1vuFmtgPz+sxkeswaBgbt5QveZSTfs4eBPMfPRDGcyzjwNHncxpxc7O9nkzRzugDlYHWsHDpCspkb3XZkiG/7POhch4ofYWcqDIs4i3/IIY7H9RP/PdkAaswQfaYVD+SqpvqQan9R90ZqyhIM/21RexRvJvV5T/U9HlXWV7+fpt/Nu+oPJtWMaH9Xehx3tKYaS7VTtFQ5V1nsWLm+o7L2BkeRMSiIGEJLI9hl1p/LOLKayXRels2VbVZ0HJNLi/AqvpWNxccsjvplrTg63ZdOM65QGq6PdP5duAyH5S/RNzWBL0ZNvJ9YxG1oDnjAwvppGFDNAA7QOqKS6G3PE1IVQQfDLDw4R4qJF/m5ZsLdJwMKvQzF69sAPmC08RaVZcaMarudARzAgGqqlxsQVruK8i1WArxZAUMgrZ0PaeY+YAWTvLYwsfcXyDNacJ72zGIxtuRx+MNe5H1oyxtjtuMw7joL5e8zmdWMs13DO6zk7kUJLafK+bzdXCZe/QIZ2owgEq/4ZN7qtg3ThJuU7WjDpztmMPq53dz8eRLvLlxLwQ5r5k1cwoG1AxjPOuJ5llQ8KMOUIixJr3Knj2EsrmSSGpRNvp8TJHREUWZRQUoApsNvwZim9tc0iB8G0jSd06Cy/+8I3v7OY/lRqAUPLOC/R4j4o+hxwF1T/6GxGA/VY5q01mag7y3GfzDMtFzCNJZjWl5JpokTmWauxNKH0tS2YAolJebUn2olzp8Fwxy+42cCONYtGJLrIdeb7nbHOZ3mDy5g0zObfHcnKIPuchMaSODsfj8wqic/xUnEeoUqXmUxiuD6BqAIFt9FqMTPAiGipIcH4AZGfrcYYRhJDEHkD3QSMWYNCKtcsIGIPdtST82Wp1hk+gmsgO7bjnM6xR+S9RWZ2BAC3tSrZG+RQlRreg/bR2xRIEYTblHpNQwCroJXO5Eu3wthgL+IAIXBUJNrJj7rRahJMKPQx4zOQaeQepeQlubDttpXidN77j6f1qUOXxKRUsJHu5+BUAnEuSvaJp0HSj5le6nyiEedyxrrL39HvvMvCdLEq1TbqykhVtPvx+V7TWXYa6r/KK9Rykfq+9W34YFFQgpGOtAPenfaRxAxOHOJVlfqhZW+A9Shizu/iNMNEaCtHZAOp/EmE9f75T7ysKUl1ZhTwjk8qEWXXsSThy3lu62gXz3P8TNLqmbCPnh+bjTGVLC6fBKmJmXMULF6RTICGVqihMZuK/CSg3YDxOpQb94K+skJdogS8VkIZVMS3hxgABUYkylzxUsrmQqMcSWTEbWROGtnkaXljEHnan7BnXieBW05fQxjqTA05phpMBnHuwlQdkrxqQLkdOASbd4oIHrZKD6fHsbc1M9ZFzSewURzSubDq1rfsouhOJKDJynk0g5LijHlV/KwxYJiUfutJ4KX7YHSFfpcxoFu5RkiG6YZMBS6/wQrZTDsE5gVspjjI/uJ92kATklV+oLSVd4AqNbQXxqzpqr2F/Xjzeln6vFsjwrWNB1Tegg8bOw82tj6k+uc/Z1rCT0pUhXuGlurkrKzKF2KANN5tLhYxU+WL2LPVeYyn+gbQ9nZ9kVe3HGQs6M64jktk+7Lj5MUEcBHIR+wIHIhOSPaYK5fSHWNCW3alEEUVHppsUtvKGWYYkseQ76MgRngV3+EY+XPE2/SA1vycCzNx9LsGrduWDC27Wa2np8oAFlZEcRa0r3PcUYQybtX14pEZ9mIIo4yhPffh3DHWocsLWe+ZQzW3CQRX0qQIqWEfWkvYeR4i8rbphCuIz5DLBAMYxetJZSNlGDOLoZgzU0GsYf3WEqCJADm6bBl7gi+ZQzenGZh3qdIquXgUk9/+V5eYzMWFFNAG0Z32w3fy5GfbMHskI9Y1PcTth8Zwqhd0XgOjedsLz/c4s8wgkgAbMmjAmM2EooMLSaxmhLMhWbMqwhYq9JWqtazxoDW/0dajVxe8A+vc2Yjh7f/pKc9KSva41jD1K/TNAkqQarqhKZwv7b3hlmgP7IUW5M8XmE7FhRhSx67GUoethw+P5gW5lUMsDygqN3VEmcuIUOLTFy5JnEGJNjJLyLlNmfP+0EUwsoUtxMYRld5AiOIZObRlcJq74gAUl4ogGE98AvYeArXwBlyyBBdcNTgb9ClFmtuMpRdhDMDGVok4U3+aichuEXwQGjwQ9xjFcL10AphnPJQbAcq7p2q+Cz2iusPZYORE60rrmPLdS5VOVO5sTVMBYgERkAGdOx0lgvruwp+5wWtZ14XWdvWid8mEwqprdGl5vZTsE+CTsgdvpC+iyOX0UKGK5nUoksYqzkYrSjKTb7igzXmYq26TxP9f7KSzfofqXP2Do0r7RqbgzSBs+YoCR+H1AVfTdSY/KPOh9Rd3JRr1fCPjhAggS31rLALYwSRGNdWYJh9D8qh3g0qTPQxS60RSpXjCMvZZCAP1nqPvZ9kTSmreJJCBcak4IkDOThymRU5s0C7gZfttnMZB85O88Ms/AaLtWaxmFlc2dqJ98fOZ37VPLIMnYjnWbYzmjxsyd/pBPvAbvNFXMnk4I0BUKPHGw6r6UU8utSijYxMXEnEl8PnB4uhnQ/og8nwQobo7eIdVtK14AJV0hbU6ukSQxCjs3ZjZHOL0YbbkVLCXgaS8V434UZ4UXGPMAge/CPTWM7rfMO1Ey4U9zSmGAvcsnL4wPljRvA9U/gKA6oJJJYsRTIQBy6jRx0WFOFIDrXo0jk7G+ZC9nYbMnFlcMRhIQv6A7bAVFhyQBT+GBQDQ57fTnT0KMHDDwG5cuAGIpb/Dg/csJUATSkHN4efaeJhD+N5mvqmulVNk1LrYRZn9bHVHGoA1iKX5/8d6pwpXYf+VxY0/FaNT1IFXaqTqKZYAeX1ATALFljOYXDeYUW9jadY2TaMFwsO8uOoYDyXZDJ4+Q6S1gewNmQsCz5bSOUQLXIkhayrCaONThlf3xyDvFxCjF4QIdk7ycOWIZJd4AcZ9Q7MIJw5JvMowoLtjKZFRR23sp6GxfpsdZqIW6cz3MuRIN9ghfywhKSOAbxtuhbWwY0QM/bN782+j3szYv4WXNelMM52DZO1VrOe8TxLPKFsZO+JlzlW1YcZhFPupsudWgvi7PxYuTKUkOUbRMa2i7BVEkqvdinMYQFbDk9iYeqnRDKCCF5Bfl0XzGFcr0heZRu2XGeH7WDk30p4X76Qg5J+vPzdXu7SklHZ0aSccYUVEhxCMli451PGHlnL6L67iR76PCl7ejE2fi0ZH3QjF3sA0nFHiwbcSSezyJXlTMOeXBZ6ToMtlgg2A79NBWvMb2MNVScS9QWVY38EaeqHf8U4+JeaT0/qmzZoWJp6jvp1qB1T3deg4fq2wjXQCkxNyhjKbuZe/RxHctCjjttI+QV30IZ7qYYk4Y0xFThzCSm3ORjzItckLhAs4Xl5NEHEoEedcEM8hHAt7DcMkuEuBsw8v1JkNPweAWxiERap20C+DCe5NoSB09o09joEMnjwDkYNFgViYwhi0c5P6N4jnR/6j2Xn/BDydZwEIEpA4Jrkq5CaKUDXKh6kuPZAAKwtiLgzRwnMgu5zj4saPvOAxTBHvhn6ibIiXUglyDBGgLtQYM4IASI9hAfEW+O/FPe8CGUlpph4FQqQuALKZ1nha5LIRIflmEwoREu7gXh6UYA1RVhSgTEG3OU1NmPSr1C4WtrbIATVpmIsmvLm+P9C/6sKM02uV02dowmYNYce5fvVN7Ktfj91/tNcUu3brUBfFKV/3u4AQcRgdbUc3Zp7oh6XkzjLLKlG1DWzRSTrOQBUwTHvHhhTyVOUUYKUMkxpQwEGVJOKBxYU48E5EvGFGgkv221HC5morTgcxmutJ4YgrozqRPux5/lQ9hn6BWKsJ+NJLboCmK0CzMGddIYTxeC2u2jtkHf/WUcJ5FteZd7RJRzuMVjw1371goeElFCub8nWjhPxXJ3JaOtNfKX3DtoyGb4k0tH5LN0NhUu5O78whF2Ch2YgeIQ+sBHiqgKopiXRDAKgJwl0Sr7CdOcFLLoxm3Se4RW+owBrkvESST6AMp66v65Fl0uKBE9Yi+Qp9lwV39QQ4bBgAjwvopHPAiyDV9gueJaX4vtrS/htfU11GUpJ2o3sb6w/qF/7KOerH1cHcao5JVSf8cfylj/ZcmYtF2qL5iBVdbPjXx2z8UeQ0r1Rhazm0fHmWWYQzmUcWVn1NqGGG1meNBuswdTiJq56mSTu6MPbo5aw6oP3kU+SwADolX6YhOf6culnWxxL84kx86df8XEk9XfBRp/35fMZwAHWMAkHcjDnNu8VLeXeRkOIghaHqthv+QLVGDCg6iD6SYAF1NtCuMlUZl/7HDbqiD45HHTs7yCV3gagMLq90NSYAz719LaL4TniGM96AKIYBoAxlXiThDEVxBJIKh7cRsrW/RNFvIgLtD9znkP04yvexosUxob9wMBVP7DvqZcY/OsOXmE7t5Ey8cetRL/0PENax4APhO39nM9kc9ilNZRx70UyfekCwj/5iCEfbyd61CjKI3Rptb8e4z7FVIa2xm3HGTxJxoC7PMfPJOPF58fnghVMdP6CdNxJcOoLl5fwwGKm9JuG37qoNteF6J8oLDT2v5T/eUOjVe7/KfT3sOo/aQD/MJ6pSYutul/Zvq3EWjtEJMsoAwKg44iznKntRp6eLaaUEU8v3mMp19JcIANsXslmIHtJwZPTX/qLYspu4HfyCM5kEUugAGuOQGw9HNIRPMQNAZDCEQCpoQS8pHQ+cwoZWtxGSmWVMZWxrWE3QggxRYAue4QVTGmZX6f4KzaI58RdBbaKfS7zRC21SnHMxKuQ8glWwoqnvGaOYh0O7CsBR6mIrQW6rz3OODYzacwWiJDTQ/4zWshIeKmv4GOfnudK304Qewcr+W2sKRAumnHABMW8O0cCldBiYxXvWH5FMl5k4cytpKdx8z5DILG0oYAgYriLARNYR9pEHxHPu+UXhNq6QqUNlcBa9beS/gxL2t+Rv835H7acoeG36n6aOFf9eGPHHpcvNSbsqr8f/LdSQd1yppo8zQxwAg8d2Ahfe47hzdQIqIIqrxZU6BmjhYzWqZXCy6cjwpXxMPAxcBTGuH3NUHaRjjuxBGJMBfbkkos9WTgziD3cxpyItDfp3XkfzxHHR1nhEAthkz8HYNVH70MN7F4axODUwxR6mBDFcGLpQypduDZUJAEx2n2LgYZ7cSedJLoTUx7EcyZx2JPL2pxpECaBQ3JAIvhNaD2t7W5iTAVXvuukKB1SDRhAGPReuQ+AYzcCebltJAPZSy/+Qw6OfMAiTvf3F/zBA6H0CoaxS9ey5eokVrV7g7dXb2Tl5FDGl2+im8lJ8mS2LNV6j3N4kEoX3EnHljz0qEULGbbkYUERubQjJHUnlMKN3mZIq0rRqwVJjKKpvBBuo6/BvKuCTfqlwzi3NWy9FgpbdISi7aK69UxpqPgzrGfq1z4MhzRFv9d69reynCnfQdVdRn1bdZ/6Of9E0tawVi7qnSgQouAnXmQge0miO5MM17D8xGxoB1LrfEz1ykgs7oPHqJOs+ux97s6RQCi0TCgh4aW+nP7ZnQqM2Ww2ihP4Ihksh3X6pMo7YM9VIhnBbD6jDFOmu6/h3ipDGALF54yRHTTCljxMKWON4UQ8ep9EoiNHd46c2QOXwz4dWoRV0WPRMXTs71Af3orCoe0pfK69AGXaiMG3UYdjzwXzUf9wLJ6rwGJaBe+Wf8GkE1vIogNZdGAOC0jHndtIScGL7i8cx6YiG/zgSstOdGiXRx16ZOFM6KqV7N3zMit+HU9061G8vGwvOTiy4aUQHLnM3lt9wBRWtXyfoVo/MaLqB4YtjWBZjzls+DiE3WGjeX5HNCYT6jgzyI2KDAu67kggY3U3KjHGgGrysCWQWNb4j8Pf+RBZdBAapBUAr/Cg5AH81rVC6WqhzW8nEPX+rKol+r3Ln02N/Rf4Z49NVVKPh9XWsP1HL7+XGuOhStL0PE19UykMaSP6thnQE8LAZlE2DIGxI9YynvUYltyjCEu+ZQxRDOdapMt99z1XMilByulIf2FtmgN2Jy9iShmbNoVxTVIoNL0bEcWnzRHASgnOYoEosJGXYnfmInrUUosuhevbU+nWWrj3xSqu341gp6YIIDUBWHcQuCPcFmsQz3JsBzbzIHCeAILzEC6MZaClLRPPD0NonpXvEHAQ9tVDsBQul8C6fDCF0+/5M+nEFgZv2wFzJJyUtCMhqa9IspQBV6I70fHIWRjSikKJhLP7/bB74aL47LMkkC8R7zkE7u02ZHPta9iSxwyWYud98X423UR8ycERC4r4mE/QX1wqrnN5BuiPQJ1mPMj0q9xWzQKsaVHtC83hXU3xgcb62F+1oLL+XyN1uaExYVSTi2Nj1zZ1TLndoGH/w6gxYVcTcNREqpYVJV+yBHMd6Af+nocYwm5h/QaK9CzIwlnESJ1AgAVF4WQKEBY1Q8jF/n4Wx1zsFQlBTEms9cVZkRAkqnwYZm43GMReVjMJvof+k3/iGdJZdfx92AjPL43Gi2Tq20EkI8jFHmMquRbjIvjYlhp8DRPJogMHGEAJ5tSkmnHwtRdZO+pdCBTFp1sUVvO1fAynP3XnnrEuRaV2XC514+QrHixMn4ad/LrgS15wLDqYY0ODYYs+P0SOJZwZpOCFAdW8zcoH3gUZCH6WD1uzJpLWzomw1E34Tz7E2/s3kmLSmcXMoqLMmNVMwpEcPDhHCVLq0EVKCVrIALiJtfgu+nCltxXGsgr0L4CkSvFNTRAWSkNggMDDJwCWwats43m7AwKteQGmEh7wJXUQ3lgfeFKk3h9VFQePo1xXV3xoOkf9XE1eLv9NfwH3UjKBfxrjbI4/tZIa+4/q99BGaA8UiUKG+7Gi53gqMGYKX+JFCkvmzgMXaNMzh9IbUk607Ym7xWkytnZD/poEVoNkzT2YJaHkx5aYZddw3Kk7y5lGxlPdsPv1It8zkt0MxZoChhOFR8wlOARvpK/iIz7haektJOtgwLidSCkhkFj2MIgSpPcHuL5PKTXfm3FvnSEn5/VGxGKFcr8grR8PXHpuK9b7EMJNJdQ4moEPLNj3GbhJMDp1i0mGa5jFEkVWI1e0kGGwvJq85bYsi5zD122mwDoYPHgHAwf9wMd8QuqtDnisv8Qypzm0zxYWNnNKOLrNlz4hiRyTBNNNfpr07O6MP1nCW0O3wS6I2TEE7w1xdI9JR95eQkp2L6QT8tn5XQj9X/mJagw4Rxf0qMWc2xRhiQwtur6QwNkQP4iwR9juVbXUOhraWTnAVfepajsf1n+awyD+TmOngaYKKf5zSFMRajRs/x2osfZ/WN9pLv9SvZfyv7cT2VqpA0c5L3CAgVX74CKUWEtZIptFaVRbKAS76RfxIlnEny0ZLGLFYoUgpUUD+95+CVbJISQAZoC+fSk1qWYKV0PgVBG4WOJ/4RDTWM4nfMTZt/245uKCzeRsEU+hjQBbIQjtsA3CArZKxTKGPZANGZ5ic50chgtXKHIVp8TmQ8YNwJ5S6oAi8LEUFrXAegEavfrfd8FmllRY83Yj6viEQ3TCKEzmFFKu305kjzRFAM1K8b3sdl3kWjsXCL7DtQgXWi+9zq1IRcyZFaLOmpUcYz3BW3JphzdJdCCL//Asv2LKesYznChMKcPa5CZXbAwgWB/yDaDSDMGXVN1RG2tH9f2q9Cga5z+ansSY+7uN299Lj/N/mrqmOce01bY1ndeYvPMwryflNapykeo91LeVygapUJyMhOFE0fpwpcjA2E5kWKzAGLPsGsFLnBSXFCOm70FQYyHcDI8SiAXF9+POz+GBrl6dyM7IQGpuP8VkkzXE04vCz9rTfu55RrOdd/lCZGKN4L5n0F6T/mThjAHV5OAANeD0aRrtyKUAa/JqFUlFfOox87shEiblgtnlG7yj9RVBxOCTmvbgU1uK5IY+xWloWciowJiSlVKS8CZtkw/4gc64O9RntCLtMx+GBR5glPc3BBLLnE6zWfD9QuEubqNY4mC58zQ2Pz2J73gFG/sSXpDtJ1prEAukH7KcacTTiz7EIkObIizvxxIrk6UML92H3AIS6UmgViytisuF+OqmaJ4CRZM6wUBDWFcFHIDeqSdJ9zhAVk9nriULrwpSlRkblQmNNFmxGrMGq+5/VGuXal97FG8nTfKc8l009f3GME7zx/CfLOX90dkanxTCbuz9VPc/zN9VExBT7lcypLuI+g/1wDBMIgpJxovVTGIQe1mSPY8r860IZj/PkM6ptj705xAXNnXl0hu2MBVcV6TAagny5yWwDM5MdyMgOglWQe9f97GOidShiyllvHVjA/jo0z3vOEmWASKo3RsmlSxj7Y1JbGEsUm4zcP5RmJcP2AhBwwVq5pjRevx1bh19mrHytUxjOXdZj6ssk2otA6wKykmzdmI50yjGkpiiIKSvlFBRbkRNrCLl/jogQgI2UGlkyuf6c/k8cC5We6+wgTdxJ514niUJb+aNmMm3I17lSrdORE8YBd9Dtb9ILHBhvD2Tx6/imCSYDhfzkN+VkO1hQ0aQA6/Lv+G0pBue8nhSknqRtMubt7ptw/ZMHkl5AUjK5Ei+lrNi6XgmsZoFLgs5eOJF/HsewpRfMee2osaJMefoggwtobGK6I8ApNo8YCqq8YXK9tSkgURl3/9avMffCSj+0+lJfctHcWdszJ1I9fcz4AOt/a9Thy42DiL1c6phZ4p6C6tZ6cW2tAiowtUyk4HspYA2XJY5QgP4/3iIMkyJL+rFvXBDAaAWt6PzzFPUocuF/V0fZGAcAgRbYvehCKAPYxX5HZ2gH1hNvkL+e06wYh7wPugbPCgcfQhIzQYswWMenc+dIpBYTMlAly3cxYBIRnAhrStunc9Qiy7ZRzuDmw2cshF/NRgYLheALzQSMAPtvhALVueuUPhZe+EZEIiwukUhXCovQnmulYgpC0SAt3VASCZpLj509jwFVy9y7U0XCIFbNk9jFHxL1DrKRyix7CXk5zqx46ITuEALN5FQBVDEHZtyG3PsyRUa7LZwRbuTMJqlOvEgvb46QGuM7zxMSPij+NT/GmD6J9HjALWmlFSPqmRvTDnUlNu8qtVMGzATipYA6N15n0jsdQp4GrKtbbiMA65cgCSgHGE1u4MooPw0MBTKDE3owjkmFK1jqOUufElkDwMpkZkTpBVDDg5cyOrK887RmFLGzsgQGFfDx3xCDEHc6vI09IOJfb5ASgmZuBLFcGzJowQpRVjiN/gI1hSQhy0Zad2EAqYG9DMqWKr1HhVTjEnGixF8jy+J5GFLqYc+2jIZv2qZIkOLuxjQqfQKHuUZmJqUYV1bwGK9maR5+NDCpooB0v0E+cew238oh98bzI6410mc6Ysvifh3OsTxef0eJDEqg605ExjksJcXrx5kZadQ3j6xkU97fsxsFjKIvfxMAG0owJkssnAmBS9c2UYJUqppiaQEbjkZUUAbMnHFipOQDfXecNddh1al9SKBbAMY+IP7AUgqBu8tMHxFFOm4s8nPRbTXZaCyFf9dm1EVlKnLUpoU4TpNHNfUzzS52j6M16kqHxqT71TPVcqD6u+j6drGw8r+ZMlKzh/LnB/n3po+QXMmJtU4I02uHaqCOyrntFS5RhnDZA/h0EsvnmIs8CWRSazmopMd77GUIpklQ7R2C2B2zR15Twm8Bq6bU7jwXlfyl0phIXw0+wMWPLcQhsCyI5N498e14AQzPebx+fy5AMiTJDAGPtr2AQtaLmSi0xcUY0HntqmMS4uEVaCz+A71oeawEdzmisyGc4qXEScRslBboLM1QqAyg1Ydy6EcOl/NZkvJJJCCPBRqq0A/D7CCM5+6kfqpBwCTS1ZTn9tSaK8joHBUewbmH6VrfALfEcLwqp1EGr7Ma2ym15l4ljCTg7YvciwsmMCZ0whnBov5gBJ5OP17xSEZJ0duIaHQ2oSfeJHl8mks05mDZ308qRt74HvmKP3fjiN/pRS5rwTj4GI+kX3MGS0vDDzvsrBqtiJT0VFkaFGNAe6kU4se6TJ3AVCHALvtETEe8Fuhpylgpq4RehRS1Ur+nenPi1v96+ivBKGPonRq7D018Sj1Y0pBSNnnFK4nAZYwFbxIxpgKWlJNp7wrRNgOYzlTObvMD1xgaKdd2JOLAdVsTZsINeD34RH0qCUtyQd8SoBKONSOsUFrkaFNxIk3heASDsMmRxBbG0i5hxXXMlxYu9gBYnXg4h2oaUXhlvbC0hQ6T4CaVXLM7AsoDWkLIdD1XBGpRdaMsVzLV7IpVGgZo0sdWXQglS5CkOsssrQm4ottnzy0+8g4vGmwsPa7gI3DZYr2WWJs6kdpXFsBtgIyKVzhKrb1eTAsA8Q1xHEfpFGG0FRPAA65gtcvpMX68GmfGaRvcOeHIWMhAiptzNEPLRW1IlchgKENmIQWYqFXxFOU4UomxVjQi3iqMcCeq3jLkgjSiqEMU674dBIp/lOV/KWC38YwN2Y1Uz3WXPq786B/qWlqah551DmmuVYCdVLlM01ZzdS3VWPNpMI1LqSe19hC6x2VwioWBEl4U8ZTeNUmC6uZNcLd7gLCrXkU3LA1QwsZLbnLvVxDfrU0xZMSsrM64+Z8BlvyCC+agY2ziJf9jNlQBnPafkIJUiKWvQnmYLX2Cs5kUYKUWAIpQYormVRgjC+JWFNAJq6cTOsNHkLRbdZwgwVaHxJEDOm4k4u9KPJcVYOeYZ0o76PlQRGWgEi6McD2ANYU4FqbieGqe7w6fRupnl0owxQD7tKFVJ4lnteXmnJ6qD/X2rhwLdyF1q9cp7XndW6Z2kKDItPsPgnbp4zGtV0mA9nDgZ4/cTDlRdw90wngZ4qwYC+DeIevcCWTJLy5RAcAvEih1Elf4bZZQRYd6P30SUgGnWJIN3Gkq9sFEferKFfQtx0kXAV+grY9Sxny0i7OeXpwNsBPgLNkdeuZtspavT8qwc7DPAAa43XNVQqo9uWm+nVT1jPVPt2UZblp+gstZ38318bmCkDq76wu5DRmLVMG1isB2V1QZAzEwxur6VfQogFTqnmVbVjWFpOo54sXyUzWWs0sFnPhmjtH7fxhPXhujufCB12594EEyYfg/tlpMpy6YZR6ix2GI+lCKmdf6ojnzkzoAm7yM6Sf6M5x6+68tE2kVv3UeQYfJYULNx+uQjh8umEGutRiwF3CzDfBTMAEqqa3YJH8J24j5ew1b97arSNcCyqBIwiNsikiViMQxpqtJZCjlLhJGcO3dEvNoJthBmec3PhS+g6O0hwS7Xz5j38vjqUEwyE4K/Gjo00unfNO8R2vMDbpBz7y/oDRbGd23mf0mp/C7FHLCdmxgfWMZxybqYzVwmiBDMkLcj449zGBxPI2X1FRb8zXkimMkG8h8VgfTMNvYrOpBHkbCRXtLZBkyXHxy+JH6Us4GOZwMPJF7Efk3mecWsgYwH66aJ3jO+dXuOX2NOz2B37hQT06ZTurusJpCi59XC20ttpa+QxNk6PyvD9biPo7jeHfQxL+/P/yeyz9D3vXxmLO1I9rsuiD4FWtAG8BQjzqKUGKLXmM4VvIBi/bZAaxl7LpT1FcZUEFxiy7NhMj8zKhHfUDU8rYl/WSgsdIIRmCPX9kr2wQpX5t4VQ2JDjxQc+PWXT8E5FwZBxCANutA1PrAWPBZwKA4aAfXEqQSQztyGXF+g8E33GDs0l+kAtbV01ka7KiFIg9sDEJoQlyFDu+lwphJR8Bri5yv45ZfpQTjIRSD10BBE8BCa4iUL/yC6AlBE/EJKpQWMsKQX9xKTUbzYSyyuvBY0iogRnPQOAdPlocTvDMH5n4wheszX0XgiXURJkJodFP8S6mYKpXhoECYG1nNLfLpYwz2Uwu7TCmglY76rEIKcKaAlr4VHFvn6F43uVWiLGv5EtP2vL1vzLO/z/Qk5oHVO+jSWZrShHUmEujJh6kCZgp10pXRjOgneAjwTDYLorhVTshBbCAQm8TsuiAIzkYnrgn3BxdEMCtAfCGs7YdkSrqkOVij5N3GsVYkokr7Z3P40Eqifhy77Yh4y3Xk447hZvaEzz+R7qQyivlEcK9eaOIp5WhRSK+JNGdZ4nHmAocucyvmFKCOQeKBoBHPfjYMOxkBAPZiyllJONFHrZcxZ5veZVcQ3t+wZ2N5aHUrFK4d+cCRvB1vyngCCFvbOCL6e8SQ9D97NLWFGBBEe0LCplpvYSxEa5UBraGqXCr8GmhTCoEm6BsdJ3ruPJdJ/aXDyDAJA5fEhlOFAWe1iy7NpM5dnMZxN77VsDRbMebJPYwCA/OMa48gniTHmTRAVPKKMGcW25GtD5RCdlQ4WTMWYuOdG1/QZQsaA/0hGcKID8PbHZBsNcxUtt1IXVIF+4lG4r/eFspCysXTbzrUdzxH3bdo7oxNgXWmvqtyXDzaGPyL+C4mgTOJ0lPwrWxOeCxsee0VDlez4PC04qMZxir/AboDrOgrNyURJOehLIRGVp8qzeGdJ7BljzWMZ4CrLlg54TLrmtI+tXBSzrIv5TAZpC8VQfuOjyfHU13kijjKT7jQ9ZK3oV1kCrvQAXGDO+5jYHs5VW+ZTujyRjYDcrAX36IUDbiSibbGU1LqulCKgMm7+TgZy/CLYRwoo8QPsyh45Sz6FJHWo43uDXQY6nQ7qZ954PTK2ls3T+Rrbcn8tbYL5FuvQv2EObxOZdwZgi7yMQVC4qYxnKOmb4ANhLc5GfIKnEmTWKJGz9A7jNcoj0fsIg8bLkw156O+3OJaPkmXK4hq60zI/QikU+UIPGTs0jyCesbxjNJazXv8BUVcmN2SF7HVp5H2edtkPjLkeyWI/eScGmwLR2+y2Nk8A6+MpnCO/06sPa1dynbbMpwooinF7sZiifJvMq3LJswA2IN4JQjD4q/qvcZJXOB/wZpjxJ02hRp6pPNmTD/SPpfiTn7s4Ftc57XWHs+rB81pSWH3/ZV5X5VwKbgXfYIS9ApHX4xdedcQxe8pUnY9s7jW15FiwYRMWqYiZTbsE+HyobW6I8r5RmTdGLL+wghSR/YAk6eaeyLfAlG1oMN6Ny2xFF6lkX7PxGv7IEARCuAwmwIcUJ/VSmyBm0MjKrR0pZRuq8t0VNHQW4kcARGCtdD4hBWOC+EBctHcR97bxjnLVwNC+vFs4N1xPPmrAX6QUg7EWcWgTjPXl9YtMiHABtx74Z3hUY+LJNyfXtF3R6oyTe7H3jPCkVWtRBgi74AmzatYNZO9u1+id4n9/H85GgO5w4GNzlsEQmduAyEwjV9F6zfOIY9uehSR36qE5PsN4C2jKK2FriHpFOMJb4kcsLSl0I3RZbcy/aIABB17fKjujP+S/9MakqAVQdrmkCXpm3UthvjRZoAl/p2Y/dUbmuy3hvwG6uZDRAARsNvMZTd6B9FKG16ipI4MrRxJROui9MxQmxbw50uOlTTEmP0yMWeagx4lng25Uym1kH3/px/8lovXu60FUuK+CgrHLNxN1jAhyzkQ2pChQLGqucVzCmhAGt+JoA69PAkBS0ayMOWYiz5OmWK4EUzYPrSBdiSRxbOmPIrl3CmJdXcxYDoZaOIsH9TKIsW3AFKwFz6oHj9YvFVIhLeJMLrTcFzjBB8MqQGrbYyppms4MVjB/Hu7cLck/PZ9FGY4GNGgDnkn3AiuOePWL9SQMLOvsQO64MtedSiy0D2kGPuQHj5DGaZLOE9wvmEj4kjgNksZC8DyaUdOnmACWTiiiM5uJJJAW1o7ZkNeWBJEefwoGvPC7AN4WDkBq16Qv1xBN/8EYa/H8XPlgEc8wsWsWe3lW2sbHdNro3KmDRNSgd17yL1cdBcBbkmt0V1q5gmy50mfqo8V115/2j0J2drhD9+cqh/xAUan8AaGlkae47qNer1zlRrm6k810UKu6Em1oyh7GIay9GljgKskaHFcqYRHT2KV/gOAC3fSsjQQf6iBPaC7fRLMFKHkPQNTGM5H1YtYjlTWTv0XcLkn1M3UsJ6JnAabxbxAePSIln20RwyJM7obLmD/CMJccv6A7CGSWghowup5GHLwRhFwdMwuSIeAzHINsIFiSNpEm9wkYCbDifX9yYtx5vnX4km+7vOAszFwdcSG2FVy4BVOu9z+PhgJp3YwnslS8nElTKeQh7fgp1jB5BV4oy79BeC5cmwyhPsdegwMY9exNOHo7zEjxS/YEzI3Q3gpU9CZF9i6cMO68HcDDLFTX6GUo+27GQ4WTizTjaB5+XRLGs5h9D3V1LsbQxDQHJGjlNGPnJfCZYmxcQQRLJJN+w2X2THZ6+TjjuTWMNA9hLHc6Tjjn/bOOGqhJ9Ku95RacsKHgAx1f6k7Afq+5tDDWrrpvY31lf/qEX1+f8f3BqbQ9p/wKJOOs1cNN1LNRNfS7X96osl4CfGvR9gA5YmxfSS/uf+m8QRwEZC2bfzJfZ99BLxPItJaCFmYTdwNcnk9CZ/akaaKbIXyjEKvkX2ps4CjKzQwS3vDPUZrbiQ0lUIEuHAxhLYXSKsYVOdYBZoa8uQNWhRXihF1qCl0CxngvkISOgreM0pIPkOzKqGFUcg4xdYcAQqr4p7aSP4kKMOkA/7foFDXwFjwaad0OJGIUDebQTAuwhstBGuOgFAGLSefJ0e8kLwMYB+2eKda0DH/A7tl5+HkQZAphCOUsUxptZA8jA4JedY/2BsySNs6efQTwLjror7OyJi1irh5IneBBLLf0qfZ5n/JDrbpUCUPjurhnNUkfZbSglPkycE1kAQmQ/aIjLKKttUvc3V2/1x+t+/9PcjTd46NOP3w7YfpqBWko7aWrmt2oe0NZyrvk8VmKlazlpy351xCIwwjGR4bZSwmklB7i8yLtpyHWdZlrisPSLO7CpgBnlatoA47yr2mHMbKSWQISGnyBFnskivcgdtGQH8zGJmQSEs1XqPXNrxw6axYAP6oaUASCkhEV8yy10ZyF7sucpdDMilnQBm4UCEAGaeJFOBMfH0YuaNpWxaHca22lepxkCM31WIlPuVtXSXZ/D+rfl8fXIMo379hjfkq/CTHxFgbAGCnwQgEg5F6TP7s+X0NTzMrd5GtC0uZQbhvP/p/Af1HCuBVNiXM5xexNN62HWirw0nE1e0kXETa0YbbsfA6C5fyd7BgRxGs50CrEnElwDi8CaJG25mWFOAsmC2NQWYUkaVewuwBofya2gj42y7jkIplo1wb/QCaReQlwB7wGXXNUYSiU7wHZFIxBzRQPezN6q2vXr/0kTqgK0p5YAmUpehNG0/jFTf9cnhm78AnD0Ow2+uQPI4CzzahNVYqmFN91A9Br+1qhUBlkLDOwu2DxvC+qtTqUMXED6+RVigRQMZgx1YVDWbjlm53Es2RO4qgVqQhuaT39eJFSfHsy3vLRrQomW4nLOj/Ni7qw+zWMIWkxDWnJiOBcV0mJgnNDHj5MhvmFD3qgl3+ujQMlRUl/dUZFgbtvoAb7TZLoSLVGCVRAS5h/LAFShfl/byTEiAzhWnhIY9TMLhdoNhN+jE3hGJNKKGCcFjBeIeC4AJUL+7Fau6vM+YL6MYPm4bLyYdpK7UBFvy2HdtCN0nH2eJ/G1wg6mS9Swvn4oFRXTlLJNZze6bQRAH0aNGsZ4JVGDMmaru9E//iQu2XRl2/ABFWpbEFA+h9919bLINYw2TqHMRVh7JeTlX2lnxJVM4gS/LmcYqJsMQmLd/Cem4M6t0BTMIJxNXSpBiMzYbhlsi/pBqvwRhEVXvq8o219FwfnOYiPrE1tT+PwIYPExoU67/FyxnT4L+DEDcXKXTXbWlQe13hYbfdxSLwqpmD/QDfatS9N1K8SURL1IYwAHMa0uwpoC7tQa0HnYdvMCZLAL0fqbstiln1/sJsDMBWoRXwSGJSH8fBnwP7aecx4BqrPyvCGAUUC94zW4pNvJSwStMgd1Qmd8aU/MyKNShXN8SVlwFF0UM2CoET7kNiuTNQF/EeAyEBe3EOZcRVqx8ILgdrHsGJrwDHgZiOJsjXBv1Ee6M40rA5Y54pwiEwHEbbkme5uT83gw+uQPWOcHlFAj9hfrFrSipleK0Iw2+dxWvEYXCHVKfjp5nxTscqmbTtDBMKeP5g9EQ2E7w1ULoPPOUeHYATKn6ktVmb+BADkHEgJ/4Dj/zHAVYY0kRo9mO27AztJ9+XuHZ4Ac8w4N0+kqhRzW1fmPp9RubHzWl3X+SPORfenRq7NupgipVanjI8cbu3VQbqc9ZzbGSaQJm6vKSNg8sZsp+2lYI8sHQw/sYo9mO4Z57IvuiFySZdQagC6m0KqkXNc0MEWO3EngaqjGgEmOS8KYCYywoJh13sAJj0wrO4UFLw7t0bZtMKl248l0n/P0P0YEsRpbvEGN3aj01lQZYUkwxFpwr9yDIJIYRfM9NrEnHnbUx70Ic+O04wtSei7Anl5tYE0MQCfP7go0+NICHXiq+JDJ1xCJYAXbLLxJhGMJMlvAam+lDLCOIZBJrGM13IgvsOGAOdBx/lrfe+JJhUyLABhL698UipYJQi5XsYSD2XOUH74H03/aTAH+5QKyEo/ThVb6ltd1NDjAAKSXcRooMLQZq7aHstilzmY83SfQhls+YjTm3GcouYgmkDFPsyaUEKQVYY11+iwo9Y6o8WqBzU2TALMYChgJ6iu+vDzwPEguoTgW2wZiqCAZJ9yjc5VG0t3pqfVVZSVNfakrR/TjeSZr6enOBlqbzfj9/+5PBmdJ16FEXdUHjSS8VaktjwovSWqJpKVUsFSrrIsX2DcU5lxXbFxDO0N6wCqZ2XoQxFUS0G0YkI1jPeIZExxCdM5INvAlAy8J7mDneQK4jgRPgOi6FUq+2vHXkSzxIpYNtKgO7HIXhcHqHMPEDvFkQgSRfzhhJFEbht9i0YzQXHNpRYwKe++MxWVXHKybbaUk1k45uYUeb1yEM9C+WCmHBDYYtj+D0ZnfkP0mQ+0uQn5Agf64lOS+4If9SQmpED+RdJMjtJMgDJcjnSqiVmJDj2YacYW2IW+nNmuxx+L1yhPZHztM1PUEIScOBi7CzYwgS5Hzk9AG7i0cjv6XLVJazl0FcmGzPQvk0ahzNODYwGGMqeK78GJGMYOfaATABjuv0w6XoIumGbhy4OoxNeaNhH3RYn8cVCyuOrh+IU14a85yWsM1kFAdfCIAycIi5SRmm9CSRXbKhxBDE9E4LIBmGRR5gv1lvBnCAGYQjQ4uKWmPBILVDEJYFbf7bQqoqHKvuV26r7lft33+25etJLv9azv4c+j1tpM7zVAGckocpedddwFiAlQaoyTWjpswYS4oowoJdDGGy3ip2vhdC+WIrTPmV6YMXEKhIw3xvlaGwhC0Q19+zMoSwOCEkhEHXFxLwIhmAwo7tYfgRmKFD14oETPoVioyMAQiFjh/YOGdTGt4WfLKBvTCjHa0vXBeWphnA4noB+rT7Q6wBb8hXYSWXs0U+kh8+HMiKnuPJ2OxA3Blvlt2dBAvAf/whlqx9WyirwhHgZkE9w85FiPcOloJ+K1iVAiOzhcfADLCSX4EAiO41CuzBSa4tgN4KKJ9nxc0qawEURyIEj7g4cJFzIaUrYQ5LeVn+I8TCguiFDOAA3Y8cFxaBQEg74SOEqWConNGaObUL2MUQUdLEvB6iICInlER80aUOKSVYUMSrfAsTaoSF0/wZRJUhZcxgY7XN1AHZw8BTU8rNx6V/AdujUWPfSN3SoHq+pm3V3w2NXKt6b+Vavd3V+0BjykRN56kqL5XnqAI0ZR1RKZgagB/oDy9lIHvpXXxSuCs+LaxmBVgjpQRb8pBrI4BZNoKVWQN6oIWMZLzIxR5tZBRjQQHWOHmnUV1pwPqSCQxiD85c4uvzUzAacovX2EwkI0Q86YR6dIzE3O1MFr/gjrPJJSazBj3q+A+9RPxrLrwxfRVBxKBLHTK0+Ez2IQmt+8I8MYaXTZnEDJbiTjr25NK+83kcuIwpZffrzN7FAFPKcC+/gBcpdHdW8Il8KKi1xoIiBrKXN8auEt4NXrDptTBmnl/JcqaxnwG8xmZW9BmP0bxbEAunI/1pSTW+nKAEKXnY4kUK5/BAjzomWa4mIaUvedjyLPEUXrOlCEvaJpdSgpSfeQ4LiuhIJsl4IdMG06pyCvSsqWrXAtvaPGzJo6pjC/CBOwWIdvIAfEBHG0gC/Y0wmu20fuW6UHq5gJCnjBWLaj9Q74fNpcZiHh9GjY0H9f3qY7E54+/RFNt/ATh7VLfDv2JRF140/W5suaOyVhW8K1TuAeAuBptXPQVYk84z5GFLEt4k4U3XwQnMcfiQeJ7F7XgORla3Oa/VCa6Ca0gKF9p1Zc652SyVvUdAShLZfTvz1rkvSenkShmmDM47zHssRdJWDrGwRj6Otw1XkoUzexhIq5pynLlE7yn72NQ6jK2S7pAKY2+upbxBl29NxlKANVs6j+AjPiEVD0JtV+I9Lo6Be37A/dJppHvyMd5QjKSjHFOTmwSsO4jFhmtIyuU4m6USxXAqMMa/+DRD2c0iZvENr+NLIi/P3Yr/h4dgVj1uF85AOCxouRDJFDm+XkcZ9WM03/A6PrWnAEi91QGs4IKkLdYmNylByrt8wdf+Yxhbv5Z7LoZ0fy+dRe2mArByaSgADktucmW8FZeKPSAc3ui2nSIsWTF+PCTDuGsReJCKtVYBUQxHSglvzf0SCmFg2lEiGYEteQzgAO566RgF3BJuWlio9AtlW8N/u/3Vq+xTBWl/dR9/ksu/4OzJ0ZOySjRWeFg5ASo106qLsWJtCbhCALQefJ3+nX/iZbvtDGQvgRwllS5cwll0aUehsS7Amv0MYN9HL4mgeX3Aqka4BnoA/QJEjMHUGkow54dlYzktcRP6qoS+9F66j7NJfpSHWInU8laISXsB5EtiYVYcuDjB7kH4LT2CK5mYeBTS2vM6JOhA2B5xzWXYtDqMwvntGTcxkpen7WVq9Hrcrl2kb8kRpr+3BhbD8Zwg1jNBfKpUhAfDKR2RNvsyQmg4BGYNVjDECcqOQNhOCiXtwb4em/hsOATZH3Vm7Pi1wh1y8REqR7YWoNYUITTl9gRHCXiVsKZoMvbkwqEaCIWveEc0+SzEt5yKALCB4tryFVZsK3oVC4ppbXcTXKC1Qx4ytEjFgwqMcCSHWvRo3bZYvLMf3E80dZ80aZIbHuG4JlKO/X/prydVIbBBbZ96O2oSMhsTYHVofhs3F1grn1ePZsCmbrG1EHwgEJ4ziSOQWOHCXAW4QJaZHTK0sKAIXeqQNCBA2RUESJMCJlCMBUl4C1dCIA9bbMnDkmLqT7WiPqEVviRSgDXshkmGayjAWhSbdoEW+nXUx7bCpm2e4m1lhLIRT5KJIYhVy96HBvhg/Md4k0QettShy3slSym1aQs+YCXPY8Ww8TiQQx161KFLLvYEEksdeiTRHV1q2ctAohhODg4Um5hRgpSW3MUkuBCMoPy2KZUKT51QNvLp5BmChx0CgiF7SWe2LpvIeyzFmSzSDJ/B6scrMAFWVE3DnXRMKSMJbwL4GRna7GEgjuTQ3vM8MQRRhCUhdlsoQcqdLjr0IZYkupPOM3iTRB26JBt2Rb8cDKjmnJ4HtXq6uJZewaDqHvSEViYInl8F+IOOG9wpAX6EF68eZBAK65kXgl8i5bdKpKasZ+qKJfVj6tSUd5L6mFHdbkwhook/NmWZbtBwXtP0F6iqfq+27Z9GjTVYfwiHD+w+ZSi7qMaAeHpRgTG25DGUXVhTwCwW09r/Ov/hWawOlyMJvgtO+uRflWIsq8BkcR3UwIoj47GgCABrCpC8K4eobCbKv8CLZCaUrGOodBemlPH5tdmQoMOOda9DQjUkQErPMZRhSjruPN1wHRpgkd4swplBxkfdHggbhQjhKwEhRJQBu6G8wYrj+KIsSJ1t1ZmZcSuZaQqsAqugKzxDOgPZSxAx1KHHLoZiZlNMxjUPrH68QkmJOfWhrTgp6YREW87Kl0IpK2mDq3UKa5hE8QZjXtrwI8clblwJH8wb01fxMfOZxRJG/hpA/x5xzNZZTo/6Y3iQStj4z1m17H0clt2kfKou8lwJkhVyxr0ZSV24BNMPyxiXEkm1nQHzmctLRT+y2XIci/mAoikWRH85ivWdx7OIWTiTRTy9RNOFAbHDIF/VuqpeIkE56FX3N6ZZ1EQPE47+LlTPv26NT4J+Lyt+mGuspvPUJzKFFlt7kLD8BMAA9mPAXawpwJgK7tKSagyoxgCn5WnYkocviWxnNKc/8heufAug/bDzXJnfCeYBUWASXIinXjLHjgZzzcYBkIO9VFi+9OHYpmABTGoQgI4iyDWGOQZgNFHgjSFAMiRE9xWWuX3AigQgBgLeFK5PE0oQN/IE7oBVK/FO+b9Qz2XgZfCQgKOEKwGdBBDLR7yHFbQIqeJemaG4JgpKTdsKlyKbvoq4tqtgf5b8ccPQCb9D/dRWbJ04kWFrI9hfNoAaU8R5oeJ/UaYDh+QwRMo9q2w+j53L4D47iJ4ziis6nbiyEfSHlFKzW5FSfyqwCowCblFp2hovy2QsKcKLZDKHVeNLoqi9CBhTSTUG1KKLM1ncsnla8GN9KdS0BKpV2rahkW114bspvvOkwNg/hbf9Helxvl1jvEUJ1B7Wrs2V2TRZHZq6VlvlHFVBWymgG4CVBPzAatgVBrKHbtkZwiomBbmfsJqZUoY1BQ9e4Toi3skMsIaqp1uQhTMytNBCxlXsKeMpHLnMzzwnxowLXMaRCoxgiMgyu5shkA/tXznPle86gTn0Ip4CrAkgjuFEkYgvU5ethxpYMv1tnLlEIr78TICIvV8FLIapYxfhSQp16BJDEMVYYIQoOv8CB8jDlnDeA2AjoWSf6Ez/nj9xGUdS8SBd5o6uXh06fneoz23FZvPXGKEXiT25jCASaefbhKWu5t4sQyGb+cG11S5MnryarbzKObrilJ9NpVFr4uXP4k0SP/McJZgznnWEFa1ms+VrLOBDPuVj3iz/ml0mL3IbczZqhTKa7diSRzruPMt/cCeddNxpZ50LQC7t0EaGT1WacBhzA7yh/j+gcwLhcTQIWl2HklMgXQ1jwrfxnz69yL7cWfD8ZKWSUFXBrd6/VEG98pymXGo1HVdXOjzMAqZ+b3WgpXxf7SaOPzr9yZazf7oQp46mG9NYqzIYVS2QUlsdCCt0GOu/Fj1q2cVQ4f8M1KKLK5noUsur5Vu5kuPKeTrhcuwakrtyWKDPyWwPCrDGZEsdBELcp964ksmg2r3E0wu3LjkQDMXyrlRgzGomsUc6CFPK+HraFLDXEYNlMdytNETeTsJ6xjOHBaxmEr56idjr5TLpxBYyorvR+tPrQns1QbHEIgZfISJW4xCQX0N7eR5mDTcEeJmBAHEewEgobN2ew/0H83a3jQx87yjDjh6gAiMOafVji10IzxIvPu2qGkxq5DAL3pa8ieSInDO13ZjEGixy7nCkvD/3SmxhHWzqFYYjOXzFO/yCOzdPmkIEnBzam2IsKOMppk9fADVgsrgO+RiQl4gi2LqBcgyoxs/zCIu++4R4evGx5Sdkp3RmCl/yAgdoP+U8Gcu6EcVw+hDLVJajpS174JJJd0V/UBakVg565YBUTnyaNIWaSNUN7Z9COvxvWM5Uy3z8FYsqNeZC1lRcUGO8SFPsUGMWNTPAUYARP8CN+xreAqzJxf43tW+0keFFCvH04vSXCmAWKq67ktJJgJSN8MawVbjqZQoAFlgPQ3RElsJwBOjSRoCkdcC+TPEJtljiJM8Wbn75CMWQfb04NwHBh9YB5n5g9Ka4flU9Iu6sq+BL9q2ElTsAcPEEmxGgLRFKJTcgbg/k7wHiIDwBZuzk3khDAfpGIlweHcV/YBUCECa0g1PDYEs99ebZ4n30YefOEF4x2U5n+SkBMBcnCP5YA2RIMDp1CxydIPAq0Tkj6TolQRFHUk9NhJkic2ONeN5IqAxrDZUiViYRXxJrfbmW40wetlRgjBYyTPn1fpC+FrIHze4BwrKv5DtKfqK6rfytSn8GMIPmjYHfe3/V9f8yqf7HxqxmqsKstobtxqi+kW1N79CcOUupDFLOhZqsIkoeJQUsFDXNYCi7GcABYSEC8IBfzJzQQnbfJbAOXZAhwJm2uBwLuK0nXPiMqUCGFnnYYkA1RlRQhAXYg5nHDVZWvY0edczpNJskunNZ5ojVK1coKG8DF6FH0DFMKcOAakYQSR62DPzuKFyEqR8uoh25FNCGr8rfJvu9zlAJJnGFTB27CAdyAEjGi83l49h5IoQ4nsOZSziQgz253Ip+moW1H4qkSevgYM5QFp3/hIPHX6T0Ylsqyo3wkiZj4lZIeZQVm0teYxtjSMKbOvQItdyI3+Yjgg8Ol4M2XJnYiRC+IxlPLhq6wPdwvEc/KjDGkctsZzSD2Ms7ll+R9p0P1tykD7HUbDHjV0wZJNtDJq7EEog3p9Gjll9wx4Nz6FFHMl7UoosB1aTjzi1bI2G5BGEtM0Sk1r8K9BT7GmTAfvBPOs0rbIdAueDJHiC8Nsz4reys7B/qMWmq1BhAU+Utquc0R+GgDto0Wdgao+aOh8bpL0gI8k8hTUBMdb+SNPlfawJocL/j9fODfhDPswAMYg/VtCS8dgZ52FJNSyYd30JNpQHyFi1ovawSifNd2Afy2RKklND9s3Rwg6+9x2BNAZ4k81Tlr0xtt57e5/aROrYDwezjWf7DN7zO0PKf+Np4CpRBe/l5LtXbUtKzJS8Y7sXW+hIytHAgh+xrrhx880XS+vuIOIwIuDXwaSFIBQIbwelmGk570zDbfQO3tWfApYbWbYu5csOB0nVthcAVB+xGuOxk1AhBpwzheuQDzIDoHqPoviydr3ibEURyTPocfm3jKU+w4uVPtxImPw6pYKRfQy72nHZ4Bt3LcjaahSCfK4FZkGDcl5JaKTEEkYgvcSO8YSTstA0hie74ksgPHw6EMmixVw7tQf6MuPbl/nsZwAFav3KdFZEfUIQlEz2/IP+EE58hikUysoat0RPZzVC8SWKGXrj4f0aIpAS/yY6m2g/UGUJjTEW9z/0Rwsq/1Dz6vSDpcRZNQKkpxU9zFvV4I1U3RmVyCEVBV8wQfMkG6ChAzBwwCrnFKO9vsCeXMkzJwYFZLCayagTVGOBLokhbDcRUBYmxvhGcpqcJcDMc2FjD829Ek447Jwf2htAUmKdDi3VVAkxZgUlgobAWLf5FjKl+rnAKzEJukD2/s7CEhYNVnyuwWAemyiE8X1xvBNwuEUH/yvZyGwRIwA06Xj0rgN0phNUtQHFN+BHISFF8/0GKA20hYJi4zQwgWC6usUIAuVk8KEZfKFyUiPKELfkifX4h/IdeuJJJ14oEcPODVXECHDpCZZmxAHmB7cBRwtmcntjtvQhROuLeCyQ4tc1CZ98dwWtTgVXCZciBHCz0iqBQQkJKXw4efZFdDKWMpzCmggKs0aNW8KUaFDEcTjwo4wL/LVw/CjBTfNsnEmfWFD1JRcf/B4Cm6b+p71MXMFWpKWH1Ueat5txf/V6q86M6L2wFWAirmRv4dT5CILHYZdyCcuBpuOOjQwUiDta2vPB+jD3lQC0i1gzAUFh1yjBFlzrKMKUCY3SpJZd26FGHmc8NSi+3pXJdazxIJYgYoo+Poq5GF3NKqJlhBhNq8CWRYiwIJBYtGuh+Ph0OwdgNa+8XoH63/Atq/MwwW3yDt8Z/ySS9NbiTThEWxNKHtSnvUrPODMxFrbQB7CcXewpoA/pQbm8llFw+wPcSwYsmAKdA1qBNS6oJ0ouh/Svnqb/cik37w3iPz4liOEVYYEsewXa7GeWwmd7j90EAXHvThTVM5jKOQj4KgE0Tw7CgmDxsOYcHY9iGyfBC3mUZetRhN+UiuxmKcXk9QcSwndHI0KI7SVzCmbsY4EkyudiTSheklFCLHql4iG9fgMiY6a1ok6OIJCH+YOkC1XnAjzCCSHo4/CzmCxtlf1C62CtlZwM0y0XqY1wTQFPna5r6fHNAW1PWuabGnGpffzSl+19kOXtSTPhJL+rZq5rKzNiUJlpH7Zg2Is1xPTBOTPL54Ct0oiTiy0ZCsdYrwJEctqZMpLf/PuT3WlLYzgSJixxm6XN4Qy8u2trRYWce+MAa73F4ksJXvI20/13qQ1qx8mooQcTwFhuYyRKS8MZDcp4aRzPcKs4wdfMivmckuxhCJ85zLOcFpJSwKSaMiOg3hQB0G0x2F/LpzzN4+cetdN2bwOGfeyE3lyDXk/AjL/EF73K94WmmsZzgtnvxIhkj0wrCJn/OW95fMmxmBNs2D+d5z2gmtl3DxDe+wCSuEJu92ZALrc9dxySuEGLh7HN+DJNEMYUvid/1PPIOEs7hwU2skU+SsEk+lq8l79B9dTrxnp68U/4lfUL2Iu8gweR2IeX6Ohx7KZixVVtJx51LI2wxy71BdrfODMs6wFXsWbZ0EnwPkiw5aIH8KQmMhNmvLRcB9X417GUgz/EzYT0/51qKC3EE4Nc2Hspges5qcnBkDN8S3PlHMc6MQHAfHYSQq63W7pr6gTpob67grn6Pv9PyT7eIw4P/8GcIofDfE01T1NT7PEwg0jRxqSoQlGszwEZYqGxqaGjQopqWpOPOzqQQztGFOnRxMFSmWm7DzqMhfP7dXCpXtYZgMPEqFAkxcoEt4N82jsPzB3Na0gX21cMqT3TC7nAvzlAIH7lQrq8Dcb/AqmcEqPMBvofSkW2FRT5CCpVQOLE9rJMDxyHUhq7yBGHBnyOFDGifdx5y64XlyQdMDhVSgbHgtYGIJB2mCFdDOor/Sr0AX47A1HbCWpaPEIYWS8S5C67C7iUie2S4HLdbZ2ACFH7QnjeGrWKlfJ5Inx+WQvbxzqTiQR5P0yK2CgIC4PIGYRWL0Acj0Pn+jrj/EAnXtrqgE3BHWND2QfYHnanPb4XV9CsCsCXA6df8KaANoWzkrZ5fisQgcXA8pR8HGHDfFd6BHHCsF+BMH3DRQaA1pdKoKXpUS/0fPTaeFP1T3rM5pEl2gt/+R+V41lH7rQrENVmrUDv+qIpETc/W0XBc/T3hwTyoPFehVDKVCIE9AIYTRaAsVuRRMwTc4aqWPU9Rhm1tHjpVUIcuutSJ+CZtxXlGgDVUYISUEu7SkiIskKFNCebkYYsDlzHWqhC8x0OEhJzGWxSENywjI6kbWMHUtstpSfX9JB4vsgvCYfC2HQRyFF3qmFCyjhrTp7BKv8KHWp8B4n5FWJKOO1uvhQqltQ90dU7Ak2Tq0OMAAzhaFSiSDhX+Al6iZAcJCB548SqEVlM/oxXH/o+9c4+Lqs7//3MEBLlODDAEg3JdUUFJSEwxUDHR8FLiakWrFW1aVFZWWla2WVlrZWlpG626UWppmVJqkuFKBQaGgooLKgrSIJfvIBcHAef3x/sMM01gdtsuv30/HvOYmXP5nM/5nM/nfd6v9/XkeDTUcx0f4Bt7HIpA/2QwuYfGsbfzaj5onEoxkfSmjQdZxjszpkIybH/yejJIoxM7/vrsy9AMqz68Hw315DCaTuzY4ZjE/rfjeKnmPl7kfjqxY7XnLBLIAWAn4wnlGCEc42uuwI9vuopqyxjXUYOWswMcxIJplHulL5bM32FAvPLoP4Lwj08ynp2ERR8Q/hyBMgc0fDvDrDPf9RKxlqPM22xlKHub/dbz0Xoedjfvbd+7fWz2Y/Xf/gf+N7fxm0kIYk2/RdetS3XdsHY9s9VMtlttd8Di7taACECAF0wZu54FLKUVZ3YynoEcZhLbqMaPWdGr+LRkEjTC5TsNkAkVb/lgQM2AhRVQAc+NvZubOt/hCZ5kpcNDMB/2bo+mmEiOEUoaGUx7+WPeVI3HydBEfO0Ojtb3R42BV7iHhz9d0XU3B1TDIQfmTnmRf6y6mXc+mMoex6u5g9dJ4DNWM5fDDCT6jr3ExuTwFI/zMdcS7ljKApbShBsG1ES7FFJJAOPZyT+4ndT8zewsmoqWGjTU8azjAvrQisPss9S+3pfGUl/mbn9RXIZSnNmvckd1vYnZAa/xHtNpxRnVQRO9Oc83pstgA4waXchNHu/wH/qj7vsNBxwHM8/0D8iDZlcX7i7M4Dke5jq7D9B9VQZp8PCTK4QJbZfsmL1HNkIN1M/qA77wwpOLCPM/StULYdzPi4zgC/4a/TLVbX640UTyrPcgV8Xkxg/ZRyx38Sphzx5QBD2d8lwblOd8VhlV6/pm1v8v5rp4saQb1m39UmTbr46LfOC3uYZ/LJldM/9bSVS6SybU01j/kMyz1unwu8sya06ZX4/MWfP3ORFmQoESJ4x1l3EGLQARsV+xgKWsYg4T+RgDagxcJtYyPQLonKAxyZfm5d4wG5yiGthzNAkWnwUvd0naMRzad7h3uTtKYh0NFA0Wl5ZNSC2yDEQw6UAs7ulIYHmoChYlkPrGG9zCWnRDyqSN1XB8wiDIcJB3YDg0ZvlSdV2Y3FOM0lag0tflOkjXQupk0Uyng/dLUg6ACERQy1aumxwEpIF+MYRmUzL9SumjE7w5Lp3neJg/r18HUdGQUMORp4dSu7kvF0pdcNrSAMtvB4phwVZYAO16dxyWnO1yK2/f4C6Gu6WI4LYYztRoGTBjv4xDHqy7fS6L6p8mn1h8+1VCqhTzdqYVDfUM5DBaanD1MoiAE4MATcJAeYY9k+0avtT5+31t/rc/3fXB1o3zj0Y9WabaL7K/u30/xDoG3QO7i1kf7HvYby04WwvT8l4mHcLGH2AiH+P+UbtYxPrCyXBvzuPI5VTjUn0Bo4e4/zp2tqGE3ctjD0ABZ26cpzcnCOQ8jtjRQTV+ONPKZRioafQBHXgmnJaap8SQPuR5qjaGwQaIeOorLqcaLWfwo5pXuIfal/sybM0eruVjztObRSyh3csdymE1c/maK2ijN18wgk1Mo5IAyHaABBgSn4c9nZzHkXt5WbwRmqXmWT9Tb/781Doe528Ebz8krtuZQRDqLDxxiwPZjMWAGj+qcUpvEDkkBxry/DHmeHKyMJx1J9MoIIaUxg/ZPiUB1JB59+28w43Eks/Qt3JhA+S0JPAZCRylP8N3H4AIuLDIhd60cSev8SmJ5DOMBD6jkgDKCSGWfJpw5YxiqevEjmIG48h5HGmjxk4rIlG18gxilWeyB3mGw8E5AmpKga2SufFq9gofTEMBaFq+nSDE2opmrdi2VlLYgiBr5YStEsP2d0/KA9v5arvt+/53F9vW0/r8NqlMpv9evIhK5W+CO/9r1/tlyJ7v+mvb/rcl84tiAiTGMm1XJo/xNwxcxlvc3BVvtu90LDr/Sp5lIaGUc1VhESyHd96aihf1XPP0XggEU38VaEDVaoLhMKHpfSaxlRxGk0g2r3APJarLIU7HvL3Psvz0fbiqm3jZ5V4eZQn6gGCJySiSbg9tz+UjkvE908iHPtewjUm8uTPdEmehRwI2Q5FYlArltgx0VaFHj2iAq5BU1FOBmeCaXEuIy7Eu10sv6mmjN68zh+PrBgHgMVNPiGM5x9pCaUzxhaxV4DuXsG8OcBkG9q2L56pZu9ndMpY+RSaIK4PcMG4Y+U8KiOYW1nIFXzPhoxxIroHZWiLWfEUgFagxkHnD7RAH2+9KIJ9YFoc9x5iyLD79eBKrJs7iztvXwmwIHnmI4y8PQndvGSlsYhMpGFrUTHIR0LxncxL9ppXyJE9QjR+PfPqS3HPHQUSysnYjgkt3HbKOS/ux9GsKIa9hMp3+XZvPhDfd/jO09Gto6y/Ge7p7Kdm+bDyBARA1UFzqgF4RLTyu/RtNuFGHpqsw/VYmUXZsMDi1QbaTRTbOQl6qaSZcfetoXuot4CINsVwFtktyjJlAaSvYO4sAFoUAlQgEaBVsRxJZDADCYJ6DtJEKLIOrxu7my3VjBBjmIZpmTiv3chYYDF5hUNcKTs4CyNRKH0qALTWICr4d8IepA8Xql6pnlONePq6ZyIUkF+Fp9sh3OZDXjjC+t4GbYHiY7NMByaC7toyqAWFQuhVcJwvvjDNBnUr6ugzoyAVGQo5Kzt2A7AtH+MhaILcMFoVJavw6J5wCG8QNyomumnNGvSe4Gonz39uVee0KvmYTKbxbOAvUJqhSCeDb0Qps59tlPGwVij0pii5Gv0XQY9tnM099stBkMsX8Ch362Uil0pngbqst3Ql/3VnJbAXBdpt91tt/CDizlXl6An7m420Bmfm32WXNqqYZGkiE+F07iKGAZZWPwRrEChMBe/yG4Uc1YdVVcFbA2jmcCT9zEj5AAFobEAv6yR5sQoouFxJNHV440oYPZ3CjiXo0FLdE0lynBqMDHoF6bnR8BzUGnh33NwiExW88jBoDndixk/F8smcKEfFfdZXYeZpHOa4aBFnwzrVTKeIKionkKP1xowk/qikghtqjffHufwo1/4cz56jsDKBhuT8e6XomOn5MFF9zX+NKjnn0w4cazqBlEUs4Sn8ASg5dKda1CBgSnQdARVsgjWt9ZXscXfUYzVlyX4uezdzqdbzhl8pf33wL8sQNsz//4ZGTz4vSzB4WzXiEp848y5M+D7H4o+eIv3YHOWcm8KTPQ5QTSiLZ7GQ8zrSSRoZktQQCqGQvo/iCEYzgC/7EUYKoYFDpcXgfifoAAWaVSA20vvK/6mXQXQOkwfrpU5jbtprWZmfa57sLXzSYea45G7b526zcNJP1b7AoZeyt9ne3Xsxkfez3yWjd/YbvX2u2/TJvewmTqbJb2en/w4Qg9j/xA99lSrbmVLCYQM2TyR+IhbVGxpLNMUL5G4/x5sk7aMKNVpy5yv8L7uYV3Gjiqp1FsBgWv/UwzpzjmltEs2AyqcAVVK+YYDb8tUnqnGk5I+6ML7xFiduVDDVVsGjvI7xafxdv+adywGUwtxW+gz4oWISCTSbiTLs40+7GVqawiCXc7PMP7uVl3nwuXRb7chPB6w8J2MpB3HFWIovfV7ltAwLIqhDhYi2iAdEBpdDs2syBPsPZPup6lkx/hnlzX+fhl1cQQwGLZj3ChFnv4+NYw/49cTRWaQnbdoB+ptGQDmWqDvY9Hc+QWXmcIJDBLkXUj+zDCtNzMBXWB9yKljNUEMhHTKT+2j7Em76GtSZKXr6SJtzYyygmrH8ftsCEm3NIIIdFZY+w2yGZP00sYu7udcx6YxVkQnXj5Ximn6bqyTD+zShmsBE7+07WH70VR9oYMG0/Jw+Fs4kUAqjktrErJS6PPoim54zyzG1fkN8nyHSn3fmh9EPm7/+oe7J1ifgxn/8WXcozvZT+dCACkkaUL+FGCG3ngsFFcboewREGUoeGOjQ04YZnYDVUOcma34QIAguAdCMeuhqa53sLz4gBj0V6guMPQakDRLVCaTtkOgvgSgCWQL9ppQLkCnIgdQJkTIO1Axlqyod0kwC3BMAoyX5YjvCfGGDqYPCdoNzHOMAd6k4ATWAsk811CM/LAuy1EJ4Ac8aB10DYshXSymh08iVrwHQuQo20yQABAABJREFUpLoIEFwOrDRJPFseoHOAqDAIXAyEQd4bkNUqCi41VH0epiQOmQzNVTA7H3JVeMeeEqFpNTA8DuxVAsT0yHUMwKYycV+KA+LCYEkrJDtBOYR6HIOZ7XJ8HQR4VOLgdZZe9p0AVBCIATWtSgxIv+hSXH3rINQooDfOGUGotjXPFAvFd1yFbDXRPc3t3yK/6a6/v4ay5Jcm8/uiO3dFW+pOWWgL4mx/97SvuzYvBaT3pHi0fkb2dMXCqoFwCfuYxDYBWyeAAaD38+AcffBrq4YGMPnAGbS40SQ6FyPi0ugD+EnKfEfaUGOgN+epb9N0WdLqlQLMGpd6sO+EOtA41tOJHWuYLUAnTQCIG01sZAbZNYkMic/jDl7Hjk4BZgMGwXKYe+2L/If+fMxEtp+chB0dxJJPb9qoPXk5A/rvx49qnDlHK31oKPIn7IEDzHdcxi2s4aEzK3HIgJDGk3yDH+EnxOUvkmJmsJEbBv0T71mnwAjHWkJwppUmg5vwQj0CaIzgFNGA5+zTUAB3HljLLr84bmx7hxW3pcFwWHffXLYxiVn9MkRJ1AxFXMFKn9uYwUZWXJvGnkNJ7PKJYxLbqCCQYiUJSG/Od7mDmuP3LqeaDuw4SCTncQTkueCBADIXhFe7I8+oHogAnY8yfdbD1exlvONORmi+kGN15nnRXRKQ7ixk3ZF5bn6f4tueS5PRrOli8/liIM18re9XxP8Kdc5+berOHeKnaAG7s3rYZu8D0MEcmOW/hnq8eJU7MaDmgX7PocZAyckoJvIxczpf59bOf8JqeGrbfGLJZ+rcnbDIhMleRW7qUFT3mSABln91B53Y4Uc1HzOR2/q8AxVwQ9M/acKNbUxmq2Yyr3EnIaO/gUx44MQSFo98mDdDbuJl7iWdlfStOcW/6v9C5su3c3JduDClRGCRiuMqL4g7DOFbIfWEMIICRCBLR4SY2UhQ/1qr38nIPNwQJIKYUfmfAcyHd6fPYsnTz/A1UYzgC1bEpzElZANlO4dwcmc4cY/uYorpP7AaDqjc0T8XTNmxwWg+PMdeRvFNrRrWQq5qHFuZRAVBzOJfvM91zDKthnln2XNfEm400YQbf931MnRAws58nsp8lqL2P1EWMITIMftY+96d3LZqJcZlnvS2a8Nz0Wn2vx1HATHMcNxIL3ULn3w+RWJYXNvJOpbSlWxkwBP7QR2GaO/dkDeJNdiyTqtvO2/M3z/WbdF6/v5Y95//0e+PLkXotbWYWQvd5v/mZCGRoNNCIvj6V+OkbsIjUE8HdrTRmybcOEYoXtSj5QytzX0EmJUjcn+C0nSek9QpWwukQ/C2Q7QZe3P8wUGQdBhwhmUOAkhAwEgWnFSFw7J8SEmAJe1cddtu+s0qZf9zcRDaZLmN5QhQCwRWH4SsQthyEPRblQMqAB+wD4JELcwPk2uYbSa+CC+KUm5/A5A8GUGlQGmV3FczAi5XquTcxQigKkH42Bxgye0Q6Ax5mRDXKiA1G7m3Ih0kxcLsHGqf7ivN1ynjtFLpR2K7JCkqaIGEMDk3Blx31Er5gCITrEbcqvttEX5aBMdqQgnUnMBPW00TbkqNzEjhiYqrlp19J5Q4SV8iQMoKwLfjzy4GWnqaX39EoPN7ou8bf9v3x6WCsZ7Ov1jbcHEvETPZ99Avs0LbzIeUOCNXSQJCMoxnJ/FF+8QK1gbHA3wpJ0TcGc9cAHso99TRmzb8qxsECHjQFWvWHkZXjTBz0eU2Y28A6hRg5qpkcKTDDofwszjSxl5GoX8smOCnDpEe+3xX0ox9J0dwnfYDHudvONPK3JZVHI8cBCkw5t4s7OjgYyZS8vSV0OzA1eylCTe+YCR02BNJMSlsYhT/JogKIqK/YgHPkcBn9DGXvYiB/3gEs4Zb2B80AB/OoKWGEMpJJJs7WM1VI3fTXOVNHRqitF8TPOWQ8CgjsBrs7TuJtCtm6B25UADT297jqGN/Ysnnqdvmgy98OWkMRxhIxPivGHNbFgVE82Dj85QTQvrnb3LNoA+5nxdxpI1IitnLKC5TLPSVBGBPJ35UU6G4ivrxDWfQyhjjSKtLL/GqNiJe8xrEGaIa0WGbAZsGaj4A/z1SYHwU/1Y8LVDCRsxKJXurb/g2QLMFaxcDb9+nRO2J91nPY+vzvw+QwbfXiUM327qn/w/cGn9u7V1PVg6zAG59PSvBIvRRnAoaSPHYjB/VqDHgSBuvcA8n88NZEZvGDDYymAPonw5m+6MJBFLBgAcrYJ4RU1Uf/hl7A7eNfgdiYMLf38eOTsazk7s/z4C4dshzYG7si+xlFKPYSyt9WBcwV2p1mA7xKnfxOSP4hPHsK5SoTO/oU9R+2FcElQ31QB+IchYBJRlINxERUkACn5HIp0TxNQDf4McmUjhKf5pwU3Tsn7OMB9lzIAm8jOj8K/GjmjYc0VLDJwemCLDzRdybIhDNs3E7pE9g2Io9fMgUPmAqdx5bw7CQf/MkTzCzbQONTloIVNErr4ULO1zAFT6ZNoqbeJtalResdWbYrD34cIbVzOFtbuRh7xXyOPLaua3f6wRQyeLpz8ECSan/4TXXMPXynYR9c4CjDVEM9txHycIriXj2K6o7/Wio8mFWvwwuw8DqxjswVnmiG1RG1ekAetl3cof2dQI5waL6p8XfnMV8Wxtt7TbUE0D7Pq3O91FPbf836Y/i1vhbcLn+Mfyqu5eNbTvduRX1QVwax8EycEpr4DqPLVTjhxd1ABxmICEcw5E2mnCjCTdOEIj+o2Cx9sRA/KwdfFE/gvbZ7rK+FwNJ7VDhoAC3rcBkS3HqGMTStkWJR+tAXsaLgCgTFCgueUXK9op6YB8wlC6XFnWYtO2k3JITEAf9ZpUSQCUVBFJTryVQc4IzbVoa69SQ5yTKI51yrXKkT77KR42AqCpleEoKgWJgttzTcAREbUGAz0rwnnGKWu++Yq1bECQeBklAmhFSnCDvBCQFicBRivBUXwTg6eX6vWJauLDURQDefCDFCIucumrGDbk3j07sOFwzkAvG3qB3AD0MmZJHf45Sg5ZO7IikmCKi+PLYaMn0pkY04yuB3EIEvJpjG+G7bo2X6obd3bE/hv5bPGvRH8CtMcAE91lt6cmF84eQrStWdwLm93l1mPmMtexjqxgyk3VCBev3pDljrFbWdCIMeTSPosqr4C1gOvAefPVIBJUEcH31dgBMTlDgGUFkSwlOJUgKfUfgGyAaSmP6UY0fNfiwllso6Pz2FBhoJ9lmKwikAzsuw0B5fSjtGRI79o83biaASu7nRQACqeAOXseNJm4iE/24YJgjNR3NoGXfg/EwHOKn7cCParJJpL5Gw8Pa5xjNZ7TiTA4JHCSSZtxIIwMfznAGH6ayhXyGkUEaH+bfQL/YUkbwBfnEMop/M5ON1KClHg0fcB2VBBBDAW04Uo+GLw+NEb6ZJLXZYsnnKH9i/8Y4hs7I5T6W04kdBUSzct1DkAkDdu1nCYu4i5Xo5wYzZdV6tnx8I7UTXfGvP81dmleJppDXuYNIihnPTs7gQyAV+FDDPmK7+nSQSEI5RgqbGNH2BS4nLkiWxkYEnAHsRECai/KphF0vwLjHoeFJJ/YRyxM8yb4n40UmLQUxtdXw7Thq8/y0je3/Ibysu2Ns57P5vO5+X4qrY0//ze2v/K24Nf436Jdwq7A2p14KMDO7spmZ0Y2wAK722Et/jhLF16j5P17lLk6+HU567POEUs5w8tC/GcxTj87nIJEMuK4CUsH0TR9yY4dy26R3IAWe+vt8QiinCTfuHp0BCTDBtI0XYu/kGCEkks2qN+9nnWoWrIXlpju4kbe5rvF9lmx8hjq8WBz9MBRB7bi+Eh/WDB7GdshzhgXQr6yUtS/N4JuQy3iWBWg5wwdMZRnz+TPvcdXOIl54exFZx1JowpVnTz7GpHWfUtwZyQtD7uQh/+fwoQY7OmmlD/ltscQN2UXwbYfoFdPCVU278cw9DSUmWDkBVtazT3Wey28wcA5nPgm5mhq0TPg8hxmOG3nHdB3MhAu+1aL5joBrntvLy9zDQtNSmAP7VPFk3TKdQW2HGMEXrK2dIcw+yoE3P0qngBiS33sPkkFlMpHYls1T38ynzHsIvf7vArewBmZDycIr6eywgw57Nrek0IEd13p8DB1QdSiMYH+pWfJWy80UEkOiJluJ1RmqPG8z07AWiL9vXv1Ysu/h+3/0w+i3kEn2UjJ4mgWa7lLvd5cx1qyVNlvJzGmKPZXPUEiW4sujPXKUmmaXU40f1fhxtKY/BURjRyc1aPny6Bj0LwSLENABullldGInAk0WsAUi7vhKUsQntAM1kD5ZrOxqROkzFQF2Ge4CZiIQS1EVUKoSq1VRq2yvOAzhGlg2Qax7XjqYF2Yp9ByqtBsqbZ98Opzcy8dRFRRG+yJ3yl4eQuM8X9A1Qkq+gD0DAo4ygKp6KGiFrM2QeRh21AtAcwWGR4NuNlAmfUqR+2M40s4yqD0WQHLtexAVBEt3QZ5J+rbFCdfsWlgSBDsOw/xcS6KTZoj7epfwseQyLmxwkTHRIV4Hi5wEVE0FsuDADcMpeftKsYh12MvYFcGBY7EcZiBf1I8A6HLfwqjM5SoEj4WCCL9m67nZWm/7H6ttPQkztm5vP4UuZU382Hatv//odDFgdrF3y6VazX5oX8xka7Gw3m5tNXMDfGS9xwEpcCNviyB/ChrCnOB6KSvRiZ0I7PZQ5+mKDzU4KfWn6at8u4NxgFjH1BhoVsJG1HYGnO1aadBraG3uQ29F4SQxm0X05jztme6wGpyWNRBNIX04x5GNQ6nDi5e5Fw113Mo/0V8XDPPBe9opztObg0Sy73VReA+ZlocdHeQTiyNtzNcu45nKpwigkmOESEr7mtF0YMcGZpDOSl7lLhbyLJM2fsqHqhtgOJy8Mpz1A27l+GWDWBc5lwmFOTzBk7zCPV0umUBXXNu0QZmw1AgVcHzPIAyoGU0OYTMOsP9AHGuYTQHRDKaYRbMeAVc48uBQKglgMMWQBB/uvIEDE8PwXtvMDM1Glp+U8k4j+IJKAqggkAAqu5JC9eY8bfSmAzucOdf13mhydJNXTRDCSszupn2RjJolSN0zH2VmFIPnbiNRFDGKvTIPwhFFFp7yUL/1TrOeQ9YKx+7mm+1c/CHH2II1M9/sji4Gyjps/psxQ8/Gse+1nKlUKifg34hOwh7YZDKZnlCpVJ7ARhTdJvBnk8n0fxdv67einb4YWQMtW0tYd9QTUDM/CC0kzobVJmaFrOZaPsaOTmbWb6B9iTu6l8q4g9fZRAoH3h5OxE1f0UZvyiKHwFr4NHoE73Ajbw5Ih1TY8uh4HGnjHl6m7KohEA4D1uxnGptw5hxP1D8pVpxEuGrXbqIpYOWhhyBXhCY7Ojlwy3BxPSIXfOMgG/466GXa6M1lGPgTR8lhNO9unCXa6zrkBZ+LpMQe7iBCRIwJMqWos9kM7T3yFLUf9cX72lOM4HOOEUoKm2jFGQNqqvEj6+3pIjjo5KOLLwOg6rkwWLAZKIaExfh+dpzBFPPJzin0imphj/ZqlnMfm1WTYYmS5UwPb067ETea+PO6baIRT4LgNw6xgKUcJJKVjz0kwtUSmPZoJk248Yn3FHqVtFCr9eJ+XmTd6LkM/SyXiXzMkrefkftORb4T2lnU7wnq8WJV/v3gBEOG5Mn91Puh1hioPRYAqSrIW4VlAZutZxdzb7Smn2pB+7Xoj2A5sw24/2/QDwXl3wfyuzuuO/cP80vOH9QDYT44zDlLqKacVpxpxRlnWmnFmaZGVwZ6HCaASj78/Aax7IC8PEHWfRZdgMd71ilqj/aF8HpAI1abZsSypQZmtwJN9NK7otHWK1anVihwFkvWTBOwDlkLsZAwWICdHouFa7XS3lqg4yxEuIuSh33gJWmwu1wuQd5OvoDeBJwBJy0YW4FicT9cprRv/vZSzmtGLF+cRDS35TJmXA+L3eW4LQifiDPBAhVsypExnhlHv/WlnDwZAkscIOMw4A6JOggHh8VnaW/uAwkOUHEWFrhLv3MQ4dPMUxOUfhgQwKhDBBszT04E1O2k9ltLJAcxcBnP1TzMhWwX6VuE8sgXAx1b6crM2UU9ud90t//3RNbv8P8fLGc90U/1zLBupzvqTjFtfudZ86HurGb2WIoO62QdpUF8/A7e5ib8b2wAO9j/1gAMqImkmHyGkbx7N4TDcT9fgkv1sj5cEeE/F+gLZSN1GFBjRydvcTMFxHCe3nxdfwXtpe7oRpbhQw3H2kJJdMwmiiIeO70E4pwgCv76wcvcwho2MoPVjXfwqMczLNr9AmPHbGP36GRcs2qJdCnmy9MjoMNOMsVWAYtMDAiR2KxW+nALa7mn7RUAtjpOYhuTWX/gVigApxQl2U8JsKQdShxEgRMHJIGD71naUxQ+44Ss58XI/RYh54UDSyFu0K4ur6Z9xFJQE4OPtobr2AJIGnwv6mjDkf4cJZAKmnBj1Zv3i7Lo3l2oMZDdOJarPfayc/dUysbo+FN+JWGxB1jAcxQTiStNjEaUeGaZrpxQ6tFQj4b/Q00inzKZrQw6c1zcGD8B7JRnZAd8jsSevQe8D/UPgOYKxEIaDzti47mdN6h6OUzuORfoaEVCR8yZh80eANbWM/gueLK2UvXE37qzmNHNed210ZPFrCdrWR+b/z3LTpcCzlSAi8lkalapVA7IUN0LXA80mEympSqVagFwmclkevjibf0ewFl3dDGA1p01zfz/LPAEzFMR8dJX3MdLdGLHPY0vY0z3ZOhbkiVxG5P466G36DdIzNjrH7sVZps4FiKugw8HrMCh6CxtKg9e8fwr815+vWsRx63axS2s4W1uZPdVyVAFTiUN3OXxGnVoKCSGSIrRUsPyxxYKSKEVMp254aZ/MoIvOMxADjOQY4TQhiO1e/rKUzYqt6PDkto6HBEezPsisLjPGJH29cqxCviiCou2ORVmDVlFPV4c5U+UfT5E7iUKdPeWEUURWYemQ8RZ4H0YPpthX+5hX348dMC7IydxgkAevmKFCCiJQAI8M+s+/Kjm1pp/ciHBBYzgWX6aW+zWUIOWzAO3i+Z7ASy+7WE+YzR7vJMYULuf/S3RBLkcQz89mAfeW0J/jvLXjW+JNTFVT2OmL4TChPj3acWZPTuTQAe3DVpJH1opJIb8mljRgM9rBVZYzQtzBkfrhX2p7oy/JuD6IfQqJlP1HwCczf2BZ/03NfOXAuRs+9Odttr6dyCExkIqOM1rINTjGIdrBhKgreRG3sGPaoqJxI5O8hnG/s/jBDx4IXwgj66C065ptTSXeotVZ1E7BDqI62IgAqI2KFa0JB291rag9jLQsNhfLHCLEGFjS40c4zVYSY6BCCLKNbqSc1QgOEmH8J8drUg6sEhkTQUillBz+QCdgMQKYNkJxEVyGAK67MEpTgRDJ2AmOISfpT3XXc7JNoGTCoxVWNZrOXAa7GdLHFwJslSjEJ60BOjIgdQE6bcTMhZFJimsi3LPXlb3t8UEMSpLrbXlSrbJxQiPq1AeW7hyTgGWLLmAU2oDCzyeI4Rj5DOMIq4gd8842R+qPIOVZtdGc+IirO6pO6HjUum3zqf+COBMZ4L7rbZczCXrYtTTcRfbbu2i3x0fMr/nrMmW95jfg9aWfbMFPxB0zrBIFMhpZHDvB/+Ax4HJ8P7TE/iaKJ4qe5bjYb4ENehR1cPJMG/6ba0Va4wH4j53Cmonu3KMEAKpoIBo3uIv9OY8/+FP7Ps8Hrykztj+0zH0869gPsuoIJAXblkka3EDPDB2CQB7GUUmqTjTymeM5ubnNsHMdh7q9ww7Gc+BY7FQoZLzAoEUI56+9UTaFTOQw9zBagY2lpHhMYsM0th/e5ysyeUmsXDnQK+UFm7UvqNYuj5jIh9zlP6cwYd/8Rfq0RDCMbI+mg46GDBkP0cODRXemXlQxnN2GK4raxnh8gV2dGJHJ5UEoKGOGAo5RkiX2+EXbSNoLPFlW/RYiriCx1R/g6nOzPvg2S4XxvksY0rRJ0yKepesD6dz25SVjGJvV1+kfpsPBi6jmEixluHKGbSEcIy/8C8SG3JRnUF4VY0yDcYCzyDg7AVErsxHrGkRiPtjGtwZ8AKrTt4NKx0EoJWjNFKPxbXRDHBarebqxcAZdM+rztEzODPPX9s2LxWQWf83X8f6f8+y0/euZpOgt2arqzggtrgpWELB1yGv7YuCs98W/RjByhaImR+aNeM5h5hgzwGTIEIFyRBFEa04k0EaxgxPbntrJS+33ctWx0n89dO3INxIIBWsv+9WSIH6EGe2cB0PB63As+I09fU67vBZzj8evFeEgVQIe/gAM9go6fHdgmEe6J4q6/J1dqOJUexl1Uf3Q/IJ6XK5ibkhq3GjiWOEsIkU0Sg1RmHM9hQm48W3tc7LlO8YlIB3JK7CFQXsmakdIhzk3OHKOZsQ8LYJwAQ7VKybOhfS2hnSr5C4kbvoPbKNnJrRVH0YRl2ChuRB71Fv0vDlC7NhKexTRUgfIuDPC7dx27Mreerr+Ty2bplsz4FHjC9x1R27maj9mOIjkZy8OZwGJ3+2tk8ijQxSh7xB5pbbYTgsVj/HW9NSaKp1Zb9DHFe27+NzRhKy6BteuHkRD731JPNmPMvypxfSuNoX3b1lVB0II78zlr/Y/Yv68RpKHrySN+PSmTJlPYFUUKkNoMo+DMKdoXQwcNBqPtim2LeeRxcTgi7GUH5L9LvGZQqZ+OEa5h+ivf6pdLE5YJ4nPfnZ27pj9EHegqHCwdVgLPGEkcdI1GYTSAV+VFNJAJ+RIDFbVVoLONAhIGkHss5TjDRXeItVLScfomLF5bADWZ/ZrYAD+Ip2/EKOCw2+LgJkOk7AYsWaYx8HGVpLLGq6cq1EJNarSLl+hHIbamCHCXlRhyJv/AblE6b8Pyv3u1KjxC/oIDBIKQkSJLzU0A4Z+0EXC3nQrhbPA5KA2Sol+YlOBIlSwClIwFpHIcyLljgyPSJEJCKWvWUJkJkJhlQBXB0IyNO3i7VssdL/tUhykAoHKFDGLgpQO4PhMCwbaCmUba+MgQ7hxV6Ktr0ZjFWeVHv40YYj9nSixoBTVAPGTZ44BJ6lfbg7rI2G5ia+LdiYeZCtAHIx3vTf5ke/V+vdz022wp71M7KVZ6wVgpcCxn6IPNRTrE1PZHbrsre6jhmwuQPOwkeSjUxiG5PYKvwFYCyUE4IBNVRCMHr2hA0j/tQ++p2pFVCmUZo/AcRAMZFolYJnhxlIAJX05jwfd06EDvDuf4rDjQOhxIlE/2zUGHi18U4BEbPBdXgtxURSTigLWErY36r45+M3cNvt7+D7xnGWspBXuJsDnw4X0GCPrFkn8PY/QyQHcaMJLTVUEkChRwx3nnwDFjhAAsy940USyeZvPE7nIDtmsFFJ+nFMSmM0NmPnIWs4gc8kdIJsOq+1Y3vh9WioJ3XQG1S/dTm75yQLD1+7i+ZN4/hk+RSIA1ddLRNdPu4CUp3Ykd2WSH/H/xDgWEljti/vRN/EX/iXeC3EnGD5hwv5ZooagHe4kciogzzMUrIiUnjzdBoJ/jmEcKwru7gbzZIkDbpcLPvQSiUBHKU/0Z4FeFYbhRW3IMp7R8R6FoHEo51A6qCZs+R/DWyFlLs2cbjfQPYkJnVlqsXgiQAxa4WBGezYuhBazz349ny3nbO268R2bdgq1XsKbzJvt97XYbXP9r89P7kItUqlslOpVEWIym2XyWTKB7Qmk+kbAOXbp4dz/6pSqQpUKlWBPKFfk+xtvn8I9QTMzG2ZJ0sfLIWI3UEnBafn83dq8OHA28PxSNczlQ9Y43gLN27cAk4w1L+APQuTIAG+HBnFUzzObQHv4HviOKeNOu70eUGAmQFIgyEP50kykAcz0DsEQ6mRYU/toUMJDI+hgNxXx7FKlQjJJuJM5awwpQGw6th9/Esx9R9mIF9eNwaj+jKUQvBiydqACBlbgJXg0azHM/c0U7avp/Cbgfxjzc3ctmIlL5juZLHpYaaZMnFtNtCvuJSr9u7GY4mesPcOMMSUx9D/y2WYaY8wshgkVXRgDQdUseRGjmP3q8kEaCtJnvIeAAVEU4cGz3mn6VdbKoLV/CpJMlACb96czmOvLsN31nE8i05Lm3PK+PLuMRxmIDEU8MBbS2AJlKl8ebhwhRTwHrRfhLyUs9z88iaeZhHD2vdQorqSZD7inSFTIRmev/sJNNQz5dH1UA5VL4fhEa6nIc+frUyWLI1/3w854qOtpYa7eQXX2bUKqI1UBtIcuGqrdWm3+m1NHd18/9aB2e+X/nu8qf1Hfi6Vfug8UeI8fDU4LD2La1otYSMP4EYTdWiowYcvGMG/uJmyjUNozPTF1bcOh9CzoqbLUD7DgTkmPLwMYhnKOQHDFWCWA6TXQ/YuARppDpKMIxDCZhwQy9HqVkgMgiXRkBBnKc+Rh/AeY5nwjNUnxII1HKVWGbK9AAhUIa5R/rBoHB7GeMJM9lDRB3JiCTb5McxUImBoOQJmMpGYswXKfRQ4QHqsgJ5wRBhYrRy/AAFldVisYxFI7JsuWtwqt7TLfieEvyxBwJ8uFbLqIdUEJe1ybzoHucYcoLxdLGso10uKhYxWubcFSA22ZqW9UixFwo1KHzvs6RXTIv2ugDX1t/AxE1FjYDSfcZ3HFvAFjaYOz5mn5bkQKc/+O/Ea1v/NZN5uS/bdHPtz0o9dB38s+jZ/arbacymA6Ic8m554h1m++b7YtO6AfXf9cLD6mIGZp6z7BBjjn00i2QQX6MUKFgkNY5xowo3+/EfmfRn8hz918Yn2KOXSijH4UEAwAD6c4TADMXAZ/TlKNZfTUOIPge00NbpiXOtJr6gWRrGXLxiBcb6ngJzZ0NFhxyf5UwjkBLd/ngkxcNvmd6AEXiWdJtzY/1icKKd8kfVaCoRDDAX48Q32ivXqJe7jtg/fgSwH4tfv4MJ0Fa+99wAhlHOe3vhRjYY6JWZLgM1/PIKpwYcKArlMie6KpJgneQKn0AZyT4+imssJooJZI1fh0ayH+eOguV0UWtnQnOPNu6dnUEkAAVTSn6NEOxZQRBQa6kl++D3WH7uF+3mR1Og3oCgIpsIilpBauZkQjrGCe/CinnkhS6HZiWzGoqEOLTU04cp5JPOluiv9rsS/gSRZOYMWOsAUhqADD4Rna4GJiO6sAOGbVwN+iOj8OYyp/JJR/Bvf8cctpZlwwFIXz8y3zAom2/nYE1lbruC7bt09AbSe2rS1ktnus14b3SnbfyI4M5lMnSaTKQoZomEqlSrie06xPvcfJpMpRtwKXLn04Pif+2MdJO/wPR/bgHrbVJ62bZm3u2MBaP5AGP22l3IT77CF61jy6jMQ1857jtPJJ5a738wAHcSP3MH+J+MgDjZPmcjTPMryPgsJqzzAv4lnjstrrBp3vwg8MXDNtA9xo4mVlz0ErnBD+z8J8z9KCMf4gOvZ2DKDN1XpkH4QdgzmBdNdVBDI3XdnQIcKjCr0O4M5uS5cMh2WAkkqEVqGIxrwOEgvfp6SshC+Ga9mh2MS99m9RCz7eIubeZpH+YzRPNHyJItPP0krzqS5ZNCfoxhQo3Y0UNkoZnVHzrOvMB7PwGr6rSllgKkUKrQwTyXMLR1OquzIumE6xgpPLsNAIp8SaVfMyT3hxN+1gyGmKtE4Z50QppjczpkaLQ0F/kS89xVUBcDKeo4HDWJzfipbmcQDDy+BAi3EmMh6czqXU01y7Ht4djTBPJiQn8Mq5jLB9D5HVEN5isdZPuMOsIfHHlyGljMMWLEfSqBxky8O4Wc5/vkgiogijQzGvJQFebD8wELq8eJml7eUGkw6hAOZ/aFtMwr1RLbKg+6+f6y286fSxdbW75O+zZtcuLRkHP/ND1waX+suCYjtx5wIxJ+uavJxcIXma0JcjuHMOfrQSiTFGLiMTfUp6B8Mlro5KQ0EulTQnqck/chCXBkX1TIg5GsaF/jKtoQgC5DYdAJ0Gpg3TlwGq+SSOEGZagjk5sAGZyUBBgLIErGAv4LDyNt7l9yXl0raHY5YojIQQBOFKESinCEKAhwrsadT6qrlwfGPBnG0rb8AoiKEh2Yh4KcK4XnzlO1FiDXLF4kDq8MS56VDhEMjst1L6Uu6Oyx2sLhv150QYSNHOQ4NsA1oEOGpKlcUbDOBTAcBWckO4AoeW/Qw0xmW14jXQTKWGJNNgAE8IvQCFncAJSo02nrpcwm0b3HHjg760IodnQRQCb7gyHnOG3uLJdBeg/Am6/dgTyDNvLa7m5dm+iX4ws+9hn6f9F3+dDEQ1d1v+K4FwJ7vCp4/lBx6+H2xY63nhJkfKVazCGCqkZlsZEz1lxKT5ApcA/9RCjnHUCDrqg1caRJvyDKo9PAVvVoNEEsXGGmlD0VE4afU4PqURHA14ak7g3GTJxjgFu0a7Ojk9Zo7ZB3OBtfAWoxFUvT9Ll6DApg08V0AZn25ihp8eJ07LCEV0KV0njYkU7KqMoB8Ynns9BJ2r0sGNay4K42ckgmo1gBB8A430Yajkgn3PE24cZT+bGQGr3APG5nBAp4lgzQqCeALRuBGkyQmMzhRzGAMqOnPf5jvuIwxf8+CcntRwOQifCrHicxPbyeDNAZwmDe4nQ7s+KJ+BA+zlOCQwxyZNJRtbZNYOORxUXzfnk5ewBDSeIMatHzAdSSQw4T+77OXq6kkAB9qsKdTKUdg3wXIzFY0L+qoxo9yQkADqg4EeEUAuwEfMI2Xoasqk+dIpLLfEbGevQ+JfEoin4pnQQRKLLAn35bTrXmU9W/bOWirQLCVxbpbD7brxGyg6e63uU0zYLRt3zoO0/q8nsHZD06lr1KpnkCWw+1Agslk+kalUl0O5JhMpv4XP/f3HHTfXVu2k8EshDcAI6FiJHv7Decb/Pjz0W3QDNOiM6lBS+6H4yAcxvTPYvfmZAiF54bczUvch947mCG1eazjLyxkKduDrgdfcM2uZZrLJtadTBP3wUx4YMoSygkhkmIKiWF7wPVQtRHmz2DA3/eLr/KxFNigoldaCwAXFrvA6nagCpYF4fvAcfSHghkySJJc1LdoGOHyBZ8cmwxbVCIcbEEWyBaguR5cNdDcCqHOljmcjAgRepRMZIgA46v4Se8cCmoYGpvLf1r609rsLGnxK5DP2lwk6HMGJMKYXVnY08knO6fgmXiaiXYf807NjVyY6gJ5NZCuFW28K/y1/8scpT97ApKgqh2WOOA6r5bZLmt4vX4O7YHukA4Dnt1PNIUUEs0RVT8o0FAYPZD4lj00x3hzzZEPGUs2Dz+2AqLghmn/ZP2hW0XTvVQKPBqzPWG4kWH++RJgnOkOySamhbzNCQLZPzdOtP2sU+aDddzZz0m/RJs/hlZgMlX9rn0b//vxsD/mufVkxejuGNuXlvk7DPCHpRo8558mzS6DSgI4zEAOnI4CoyPUqWQN64FkIxH+xZScjIKpDhI3tUBFr3ktXCh1EU1tSavU5gpFNKErkUyDsxEhoQRLDbDSgxJTtkj5nwFUmWCOSnjGFmCHEp9GDaijRQiag4AQPQJ8luUjL+owuU01YChEeHCg3CMASsKiZsBgjjdrB99UsbjnAoYa5VitCAChCD/SV0GgTpZZlblPn8sBidFyTVflcvbKORk1SBDFZOF/VVgA3gaF5xIkgHC2cj9J9eCrUYpkK9uLdkHyOOGf5QhwTERAXR2WpCBRyrcBS2FuL+FNdnRKeu1mGR+PQD2NEb5isSMbUVNbu7t2F69hTRezzv5cFq5fwlPgjxJzlsa3E2uY6WLupz8VnHUnkFq76XfHf8zXsBae+2CxephT5+tEaZIG0x7IZF3bLFzevyDCejAYr4MCl6EYUHMFRfiXNcAJaLjGiU7s8X61mbNzHHAvbodGyI0fiiPn6d95lM/sRlNEFJEU8zET+Vf9X+ivOUrJoSthCTisPMvbmpv4gOtYf/etkAS6a8uoOhoGergtfiUvdt5PgV0MYzd/wZvTbiSEY4yr30V7truU0NjTV3hdHAy4dz9RFLGtZRLNK71lPcbAn6et425eIa5gv7jw9YX3YpP588ZtECXyXyf2ONLGYQZSdSBM1raZZ9ojSpUYiLt2F630EflCDcxp58/93mES26jmcioJYCfjJY7frETqANQw79pnWdK2iGWO8/mA67iHV8gnln9cdy/oYcKX73MHrzP19Z2QaKIiRMunJLKVSQKQgAzSGM1n3MxbdGKnlFFy5RzOXXkL3GjqyuY4jHxmsJF+n9eCHxh9wGky8GdouMMJz0eNnHgGgiKQkglOyPtgPZLJcSWs95nC68xhz9tJovguAEtq/Q5E1raOPbsYL7O1jNmGltjuN89v69/WWbh/auwZSMzZqR+dEMQbaDeZTAaVStUHyb3yHBAP1FslBPE0mUwPXbwtfxPcw29HqLxU4NZdX22FILCAMy3MnsGwNXvQUM/2PddDnVi8ALJrEvHR1kgmwpMTQe9Acux75BNL7ZV90X1Vxn6GspEZ3H1lBoTCovWPCPh68HrRMs8BjxQ9UY5FXMcHzCt8HWKqIEYHKyEs9gBe1PPl0TFQBUPH5rJ/YRwsrQLcYbY7D615kk7seGHzIrkNL0TwmW2EUicRFpoRAcYXWew6xBWnFJEz7JV9uVgyHIYqx+Yo2zrawclBBDlX5PGbtelG5X8gBA85xPGXBwnDQ9m+FobF76GgRt6t12k/oA1HsjZOh5knYH4QzDNCrhNjZmRxGQY2v5Aq1r9E8N11nMlsY039LbTHucNM8FigZ5LjNjY1TsOobodsLe+MncqNH26BpTDly/UAfHj7DTAPFg16hCX5z4hAtRp0Q8qorvGjv/YokRTzGaOpze/LNbEfEkgFGTVpXAh3AcMbiL+F+YVmu6h/CZedntZWd4znp5KZca36Hzj7QfRjeV9P/OpiAM382yzUDQOcYYkWZkvwemeHnVi6awK4UOGCb+zxLm3oOZypqdfSPs9dBIYo6LW0hQt1LgKYck2wVrGALwCKCiEmWtZ6OTI9coC87UAoTA2D5aI86RI+nKRdMgFeBNf7BaAUIPxhKpY6ZCuB3M1yX76TQa8Egw93tsSpmJX0rkDdQbqAHoOlDxRjcT3ejwC2s8CfgQGQppJzNwD6GuUGJiH8vQbR+GtFQRaB8L5EcFregLHUU2Toks0QOk0uZ1D6XoVYD7cA+sMwb6AcuwVYtAu8xsnvOmCqCdgBXhPErceIJWtbqDKuZm1ylTJW9kgh68RaElxycKaVckLYf2wknoHVuNk1cfL2cBmnkjLEMnmOSwdo38c3fg5+9j9w1h1JtsY5yj/rdW2m7sb+Ut4FF6PuhFDz9c3PyTZZiHW71kDSHYt3kQ+SBEQFcdBreQvvaadz/frtAmD8gLFwICAMZ851uc/5cAbv3c3QCIeuC2bQnuPi/jgA2n1go8c0RvA553HkYybio/g6vsadXQWnd7+aDPYS99Wfo8zb8zpkSnbnippALuhdGDMki3uQUIjZRzcyt/+LvFbwAPfFPMPyyxfCfBj2wB6pxVUKnpmnibKTOmdltwwBAwz4YD+zWcMIvmAgh/GsNEI9HIoKJqLwmPC3DPCI0ksNxjonASYdCJ+tQpQ75Vg8WlPBM+00DbP9IbNMxjDJAVa3c1W/vWio5zy9CaQCNQYqCWBTfQrty93pld7Ck9onCKQCOzrYyAwqCOJw/UDakyXG9rWnZnOMUF54YRHxD+zg7zzIViZxDmf6c5RyQjlGCFPZQgwFlBPCf+hPHV6cow8HieQczgRSQW/acKOJRD5lytZPMMXJLageAK4DrkBKJTwKpg5QPQOMQfRaLyAukHeBfroHa7iFl7iP2rl9Fd5pwlKzsQlLGJEtL7PO4gjfBmjdgTP4rpxk+9v6PL7nN3wXkJmvZ27vp4GzwYgJwA5xg3zXZDL9TaVSaYB3kVw5p4DpJpOp4eJt/ZazNV4qs7J+ANZaqCa64s1cF+NUJQVds0mk9mhfruq/m0AqJMC+RstA7WHRRm9woNfsFi5UuMA8cMg6y0eaa8kmkecDnoAUeOal+1hUs4QLc1xESzsThsXuYTZr2MJ1fKKaApggS4Vn0mka9BqcXFsxVnnKizgb2JAPREKGMzfc9k9G8xkvcR9HbhgKi8BJ14Bxi+L/vQlhEK4IuAIRDpqR/U6IxjcQS5rnVOW4XCwhMEYsAoQBkXHUynDpEKEjTrlOqRw7NDaX/UfjBBiWA6sPg26gAKM4utJMLxr7CG/xF06qXOV5pGhhOHg/cIpY8snaM120zKGg2ytJUvbtiZf3WyLoVpQxmzW81nkXDfZOkKchPfZ5Vi6UsgPT9mbyWedoGpL8YSXc0P+frC+8FZaCw+qzuKmbaMjxB19l7Io8wR6GjVQA+YfXw9QaYJXV3LnYHLNe/L83+qOk0p/Lr6s0+rHKIlvByXqb+YVgj7jYJYi2ekc7w/p9wSkCaG5x43KXaryo52hnf/rbyYu49vO+smZdsbj4dSDrOUv5pCLrMgvIOgihgwVkqVHiHwqVbkTLsVHIut4CVFUpfatHGIK7tJWKZCKrqIIEnQCYIvN5inJpqjtsyQHcwDUamg8iL2lPJAtjPaJ+bUK0q0MRicc8LjlIJPoAsHfoitsC5f7USpfKlW2K9QkDYNhOl3tooLMcXwIYz8Jsd1hkEpftrHwZd69o4Zslyr0FAktMwOewNE545DIgpxCmRsv95qEkW8qXfiYhz81J6YNeLk+E8tEr/a5THnV4O0P75XMeR0oKrwTAM+o0Dcv8hYeubVfGwJyWGr7tjtMTQLPd1x39FuLErPnpHxGcwaVZz2zphyjGbeUd87WtLQndyUTmc82/zW6M0BUf6qpRkoDAhHvf56OGaSKgewKT4VBEMHZ0EtJ4kmoPbwqJIYRyhrxXBkcg7/EhRLUcwCkdTC9AvucQ6tAQQCWHGcgZtMSSz1Ym8yljiaSYjS0zaF7uzYBHBTit4B6qbgmDdHEXbsz15ZqxH5LCJurw4on6J9Fo6vimIITTMZ7odtYLb0tGygiVSKH3YfF7aMKNI5cNheEwa/sq7uI12uhNM25dfTpBIA9vXgGpMORcHjfydpfV6d3TM2CHk6zNUHBIOYufploUZjtcZH3rYNhNinzx3PWwoBXYLmOaECeALwYiBn3FDDZyI29TSAwvcR9fvjwG7OG5u+7mrrbXuNXxn2yqSUHtZeC8sTfNC7xhJrwzcirPsYADLw9n7r0vksImjhFCDVq01HCQSLScIYHPcOQ8exlFOaG40UQFgV3WsyiKaMKNWPJJz38TUxioihCkEIXorE8gVrIy4Bos0/tlJAV/PDAJvoqJYBnzeXfdLLGeFcFPs55Zz2PrdePAdzM3djfnf4j1zPa/9bEdwOofX4TaZDIdNJlMV5hMpsEmkynCZDL9TdlebzKZxppMpjDl+6LAzEK/BcbdE3XYfNtST2bQc1bfCTATjAY3sknEkTbG9M8CYP2hW9EfCEajrack/0pY5gDD4UKzM2SC95en+Lfmaj5mIs+rHoEUuO2llTyy+SUupLrIyzkU8G3nTl7jzmNr+EQlzIU8FZRAg17DNP9NGDd4ChNJqxKwtSOWfqZTkGRkfeGt/PXBtzjy2FB068ugAIy+njD7BCSVica4Anl3ByKLZhFQ0Q4FRlgNA87tx7PktBy7HBFcpiJCxmJECDF/4rC48VTVi4yUaxLhYwGiMdIBeiiuH0xc/12EPXBAhJSsgXLP889K+3rAAEtueYZO7Jhrehdma2FTPmRA7ea+ZB1LwWO4XhhpLlSpAtlXGI93/CkZq01QdXcYhcTwuN3f0JkaYHgZKz9/iAnPvg+usPnmVGLsCvDedQqWwc7O8QyNzgU1UnsEGDZ2D6iNoi3XmcAI+z6Pp5hIeg1vgWSt8sDMc8d6XlnPte+bdz+F2q2+f6nPD3ON/m1Tx8/8+SF0sTG+WB+tj7Pd1mH1bUl37eB6joONkejzg2kzOlJRH0RxSyQN2f58+ekYal+3AmbJJpzmN8ga70CAUw5iQfdC1m8WEDVY1ngHwnuyVwEO4BQtPKADS0KLqhzpV7gWUgdCqLvsywPm1AjISNIJH0pF+MqWVwB3OXbLWWAkJETLy95rsKTE5wwwAWamQnKQ9IkESHaHmQMhMAy8woAZQKQAsxSEx/kqg1N3GMprIEfhVb5YainFAOoJyphWWABdIhCoWBfDVcKrM2Olv3VblUyRSKzYFiQLpFMcLChUMjYCKdFyXyXIeC0HEmNlsHcgvE+t9MOsJHPF4sJUoXycwEndRBAVhFAuWR0N0NrcR/ofCLg6YClMjdU8wWpbu8227ub0983VS6VfYt39Evz01ySzSRi+/9466FnZcylKoO87xhqYWW8zk7XVzFn5rSQAQSPrYziQbOI6PkC1HhHI+0JZhI5q/AhsOYnDGZSyO0rETJl8udFEtYsv1EOrSy8KiKE//+E/9OcYoYRQTh0ajhFCFEV0YEfzWm9IhElso4grqLo5DOzBKbSBxg2+RIz9itmsAeBvjY/RbuzNG9wOrnAr/5Q1tgjhfdkqfKccxzf+OAcbIzkSNhTs4c/b1zGTjVTjRzNuHCSSt7mJ1dzBwxtXQAZcdW43RUVX8VDRSiYqdW8pd+oqDaK7o4x7NK8wkY+5RbtGaih6yX3/H2rJPv3wG5DrDHOmAUMhp0rkrgwomXsljz23jBXcw6SWLL7YM5Y/37sO1sIzbY9S4RiIhnoAmgxuRLsUoltRBpvgKR7nOj6ABFi1+X6KiWQUe4mhgA7sCKICZ1qpIAg7OvHhDHZ0UIMPbjTRmzYlrb4bndjRSh8OxIbR6tJLqp0MB2MYwqZPIV7pQcrvI4gJKFqZKseBfLiyrIRJbMNpaoO8I9Qo88g6B0R387an2DNbupjyAb5rQfu+2LOert3RzbE9y06/oprYViPza5P5AVg/iB9CygTxSoCp4OFbT+3Jy8HoQJUhDFzBM/w0fnbVlHx6JeSA05IG7O07aV7sjfeKU/ybq3mFe1h12f2wA54Zfx+PHH1JhCFFczrkJsnSOPvBjbAJgk0m4BDHPxrEwocfp5BoNl+ZCgVVoNNBlg4i2mGTAyf14cIQtyi3WAdVDmEiGCwC4oLAFbyjT1F72gedfyUa6tFSw2P8DQNqvmAknf52GFDTZOdG/UgNjIRyQjl+dBC6/mVM5QNi2cdhBvJa2500FvmKIDEHXJdeoDkD2KSSvhQgwskO6U97uDu5M8dBFPhee5zznY40GPwhxV2A4IITInTNg6qNYazyvZ+r1uzmy9QxEjiakg9z4mhM9cUz4TR+pmpKJl0JMe3U5vZl2F172BcXD4mwvfR6oncVsJsxJJl2cFxlYnvJ9YzZnsXu0cl88vQUhj6aS+3wvjRM9adprRsRb3xFye1X0pDqj+v6r0n1f4sv/EdwPH+QPH81tHY646OtQZ8SDFmpwNM9zJd2mzn3SwgTDjbfPdGPFap+S2v4p9AvBTB/yjO15kM9PR8z07clW/5qFoyUvSXutPsCRdBu744uuow2HGm2R4BEByLIRxgJ9j9GdePlApw2KN1agFhsMhAwsQjhUTuAuHqgAaLmSjt1SltJSBsZ2yFqgihsshBhpwrhER0mQCtgaEcVIrEo9zL1HgFqdUC2u8XVug4BM6EI/wUc0s5KcfjX+1rcrzuUPuiBPHex8oPF+r9cub+sgQqAUc4rQDpZUgMl/jKOodEWi5kaacsJ6ZMrsKxd3B7nhEFGGHTkAxVQFwl1gZLBcguwPFoUS8ZYGVMnd1hwEIYPlrFNRNLyr5XTSVPudy1yfrpy3XDluTXLcUbdZWg86vGhhvp+XuS7xnK1x14KEmJoqPOXZ5cXisXl00zWwMz6vzVdCq/4owGj3wJZu0i1031tMfOz6U6whO/KNraWL/Nv84LpzioP3xVErcGaNTCzTqjmCfh35SMiASaEfMCMzo3CFzyBeEmF70MNTkcAjaTDB/DjG8l20BcGnTnOaR9PuFau1IQb5+lNJQFKGvszfMB12NFJf47yd+aDK4yJzaKVPqzffKusl6VIDLkXPMLT+PEND3EfxgpP0oc8TwCV3B3+HP9uHEW/m5Si8vYOUAL2dNKBnWS6Dodnau+jP0c5QSBFXMFnJFDZGMB5oyMB2kpck2u5e8YKnsl/SkBmvGSm/owE8W5SA1NNTGIbo9iLI2004UZxSCT7iuKhBMr2DOFw/EBG8DnHRobwpdMYiHOG1c6W2FQvwADLH1uI+ikDT3Q+z7MsIPKrYh47vYSrff9NlN3XhGjLOacA51jyaV3mzJHnhrLp4U4pPVR+O/NOv8yn/mNIqtzD7oDzFBGFG0004UoFgaj5P7yo5zAD0XIGL+o5jyOVBNCfozhynte4i0ccn8aluhbcocbFm34utQLINAhAO4PwUk9gAPANAtZPAJ/D+LCdXOvxMZvjUpU6uyowahDeZZalrN0Yzb+tLWTWc9a8LqwVSuZjvo93mc+zpp7cG63/W68p81r6TYGzSxUWfyr92FszM5me9nVgycpoNoOa/6dJrFOUETfHJvz6VVOHF7WFfQE4b+xNSe6VUA6uC2oBaF7mzYC/7yeTVKbzHiWqQZADr8XP5s5ja0QDPQec0hr4i8dbFBHF86onIA6GndjDvkPx4GRi0bWPsGTPM5CguBGt1Ylckw2UO+CRrqdxi6+4+hXVA30g2RlWg+9tx3HkPNX1frRXuUugazNUFYRRpQ6DIvgke4ol1b4aEXhoBy8HYbTKcFepw1hZ8hArdcBsAVh2Madp2OEPUUaa9V5yfLJJYjsMKHWMTJIWu8QEi7ZB4GT0mcGwAFyn1tJc4g3J7VASJJpuRVD0jj/Fl0fHMHRsLlrTGbbPvR5W74LscTQs86chyocx27LYvTAZ4s6yb0G8CHjZQAosCXqGYydCWcdfGJVXCBHt/MfUn7DPDlB2xRD2B8Yx4bb32a67nvbl7jg/1UrwG4c4Pm4QuyckE7b9AP05Sn2Uhsa1vmK9NPjjO/I4vZJauDDbBdaORBIJmOePtZ8+lsH7xYHaxeinrMfftUfjb5h6mgPdgTbz8+tOudQHCASnsK7izr7xEldWH+pFQ7k/VYfCROg3gwxXcBreQJBHBUdOD4QkJyg5CCigwYiAiTokDiwKyZ6YcRAYAEuVumI75NJUoFjOd4HvBFnDa+mKkwKU1F1H5HxCJetpKFDnoJTLQHhQLrL+DWWI259GacBTzvPS0L7MnVond+Evzco1OlB4X7FybCSoVV2FnLvSOnshSTPsHSzWPnUCFBxEpKoOKD8J5RNkPPUITylBssnqgmC4A+yogTqtWP12xMKOocpzOiv3kKuMoTEWsnKhKk7AV/lgyNsFM8d1Zc6lGeFZK5VrhStjVwVEgGtELc0Gb+lrNmBQsfXeSYRyDGdaaTf2pg1HnO1aafBSztc7Q0UgFtdGa2WRg9V/87wyk60bT3dkPQf/B9R+OtkKcT3FtljvNz+/79P0X0zjb/1OsnX7Mh9v+9/axdEM1PoAnuAqcWYkgvfYU0xiK+5b2wV0xUkq/FacCaICWqAlshf1aAjkBN7VzRJEYwfsgd7Tz3P8DilKHeh4gq+5Ajea0FBPNX5UEkAI5VQSgH5PMMGzDjGYYt7mJlEmpSJ8LBtSV73B1ezlCZ5k34F4/jrkZQZymJe4j3fqbyJSc5BO7Kn3MtCc5A07kOQdG+RehuzKI4BKavDhDFr+sfNe2AGuS2q5QpvPJLaBCySSLev+Wvgw4BoySEP/ZrAMVTN4h1SixoAbTYRQTiExjOVT9sWMgE0OUAp/i3icv2j+RRu9cQ2vxS6ik0Z7XwuvC0R42AJY7PQcdY9qSORTFu1+gUljthJ17Ci7i0RBM6Z/Fn58QzWXk2iXzbuJsyh54UqcH2hlzDRJVvfgtOcp7BjFmIIvqYnxoZAYIimmBh8CqCSQCoqJpB4NGupxo4nDDOQKvqYTO75gBM24QVAtdCK//WqhDQFlYUiMWTXCQ2MQ/oTyfI6A9yfNTLpmG5uTUmX8moEKcz1hlG+z1dyB78ab2c71Dqv/tnzMes53J4tZ80cHLr6+rNu2tp6Z2+6ZLimV/u+TbF0cfgjZumjYahGtJ4S98u2vFA4FDE7Y0cmRQ0Op/agvYdEHmDVoFWoXQ1fa1eYSb5qXetNrTgvDyCf60GFKVDGQ5Ux6/PPcuWctxKlgHiQ/8B5zPF7nH4X3sk81ApZDv72l7NsTj2tgLcEhh1ly5TOQUAaZ0VBu6tJYX/XsbjzTT9M4zwzMyiBcAxUOvLZtNg/d9iT6A8GcvCWc9pnu8mIvRV76eYiwMA/IOmsJRq8CaBVgpjA3spGFlQHktcKms5Bchl6losHeXnGNdIJslbTTrJK4hw2Iu+JMlWhzM1WQMVmGd0M+RJlo3uEtgHC5A+ih37lS0RgnFlI7ui/Uwf5X49h+eiIrVqXhUBcL5VVyzU0O7P40meBnD8FKd7FCrkQ0TKvlMutVt/JX3uDN2Bsh24EqVR/Kjg6BTSbIgO0nJzFs/B6og303xwPQb1cp6KHsiiHsbRlFgGMlvaa2CFMsBf2eYEmakAQEJmBttfj2oralXwOY/Y9+X/RDrRmK1lqHrN8oGMhh6ju9iLErIL7/DuFbuci6GA4kmXB2PceRdUNhphOUVIF6sCUZ0GKl6aXIul0CZOQAg6XYaofSlh7IOyv8oOoEMFKAnB4LwMhDUsyTD3GTYWYYpKu+FWOKKwKecoAd9WB4Gvgc7FORRRaPxJAdgbocqDOJ62RzpvCbUoT3sU8ZhAHAu5K0p+Cg8DezFSwQoMHy7ixXrs1gCJwGUQkCMNkIuQflXrKUZucHWRIrcRD0B4UnqhE39jmAvTuwWcYsD+F/UXFQtF14UjIQMw5KNgqgzUMElpnAFpOMuauyTQ9sgOYl3jLegcau2ED9C8HknkygnFAod6K4M1Ky0bkqffUFkYyc+a5QDT9NYfM/+vnJ2irWnWDXnftzd8InXBxgW7+DrHmNNdizPta6Peu+meeVPV2W+0AgDjwS9YzmM8azU4oROwGxcIJA3GjCr6EBXKDa0Q81BgFrbQjPUKwsrfThHW4ChJ9lMxYfzqChnnxi8aIOL+r5gOtADX/hXzThRu19oixHhyhO0mAJj7KRGbzdeCNzh0iR6I3MZN3JNPw01ZzDGS01RLkUyVrOQ/ikPUzZtR41BgqJZi9Xs3jSc7ABxryUxbMuC3mR+5XaYG4EUgGRsDv8Kl7jTva/HCdhJ15AssKX0VBBIJ3Y0Zs2gjhBRL8i4Zu50B7lzpsH0imquYLmAm8a9YqbaCD0Sm0hbtounKIausqarLzyIRbyLPjBkJIyVoTcjkeyHpbD7o+S0VJDDIUcZiAR0V+BL+xbGI8z57hm2ofsPxDHs0HzYA/ccOJDDKipIBBHznMGLb1pYwCHqUHLeXqjoZ4OpSj1CcSFshVnYdHm6RSEALIypErEAGX7EQSkhSkfe6AS+AQmsZW4/rtk3HXKmOGGRQlgPfesrbfmbd2tD9t1ZL3GOi5y7PetP2uA1sG32zVvc+An1zn7/VPH93ygZ4HYFqCZv80ArUn5rZOX3XDo5dXCyT3hSpFUMHAZ6w7Nper1MLH+2CNMQQcx2gLWHZqruAipmHLtelbueairxk3yXe9RQDTLRy2EmBMw3wESobImgH7xpTRnenNc5SHXWhYmTK5ARa/kFrCHL4PG0GDvB6vrRYYpCmPFkTSe63c/dx5Yy/P3PSEArAMlhTPi3pOJuM0YUBiHEhNS1CqMYJ5Sn6S5xpIopFQZklBn0LlDYpi4IDppoaoG1p4VoBdxVq5Z4AA50Culhfj1O0Tw24Jo49OBRbEQpYIUJd5sJlAFJ28Oh9nteHb4ikAZd1b6tMGJu9/O4D7NS/TSXwb6MphfDyvh+M5BeN91Su5tCwIq1XQVtz2iGkoGaSwc+7hYHSPAQd0kVr0IB/Z9Hs9Vq3ZDKBx/cxBRfE3w14fAS6yfbjQRqS1WUlkjY1KujF8ESENmq5n13OoJoNl+/ke/T+ruWV7qp6eaZd3VMDPXMXOz+u+pfMdK0eRwhK/opPZVQ5E/n5ycyJ7TCbLuw4EE6BdfCkYVDdn+llinOF1XPS1WK8emKP+TgC25cnKyctt1CK9gLRJb5i4XxlmOqQNW58KOMtBvB85BUipsMMraWZkjgMeAXDcUATnZJxBNkBtwPXSUARUQYY5riZN+UIy4vIwDYxU071L++8i9pDmAegYwAbEc5UsGxSwgzwT2WrnmVEQYMFNFvpQTmAokzZDxr9sKFWWQcVbOX4mAMNdxwGlxh9ygDMVwhI/ZT5MNy5V7jAKSJkgWxU0IHwmdAWyUdvXKbS1TCa/fhCVpUpHyHHTg6VtvKZRtBAwOUn/IAA3l/lIrLUovPCpK+fQovPxc9D8e9vOQtbYfLNYCa7IGXbZjbgvUuvttLZTa23xfitLQLHhap9FXeJGrEsqQZGSU417Gs5Pgz/XiuhYE+igPzuNIAJWojEBfMKAmkmIupxqjuZDxKaAFvsGPCgI54emLljM044YdHdSj4TADGMhhjtKfk/nhJA95jwAqefN0msg2MxE+5gQrotOox4sHa/7OZI9t3MMrbCKFPQeScFI30UZvmnAjiiKcaZV1XACooVd6C7HsA2D50YWsH3Ar5MENa/7JPaygP0cJpIKvlZprbi3NZF0zhgzS+OTzKTJUqUAc9IsupQlXiojiA65jIzM5RijV+EnNwjiE71adgBS4sMVFZJklDl3u3RfyXLCjk+s8trB87B3o3iqDKjgyfSjPhs9DH+GBG03c4fg6cat2wQ544fNFjOLfDOQwlW0B+N50HOog6/XpDCOfvw55mZe4D+Mc4GW4mbf4jNE04UYrzhwjlMsUa18lAVTjx2CKacWZLxjBKP4NwPGRvhh9QEM9DT5Oci+NCNi+HAFj1Viy7kYp24yyzXOtkb/wL3l/hCOvEydnZX6Z34U9eeaZQZG1i+HFrM5m6rA61jz/zb+7s0Jb/+5uTdnu6xmc/Zc55m81ccDFAJp5YK0fpvnhmAGaJxALKyF+7A7O0YcT2iC08TU408q+A/HyIlUjpulcYBGkRz/PFq6TRbcBnplxH4+cfhYSTJCrYu7IF1l16H4RfnTA8iBIgrD+Byg7NpiTw8Oh4iCkDhaw44RMZJ1JMjtuqYdUDaSqIEqDbloZgVRw90cZXUVNaUYAkxOKmb8eEVZOItKACUJVlro6s53FcrYc6dd8RYixRwS5DqXNUuX4BEQQMCo1hDIBo5sIFSkHIXwwF9a6sCcwiQHr93M0qT8XMl2kP6DEWLgLmB1eBglhIrhEOdCw2J+57S+y6pb7IfEwLBgIpfB8wRMMeSkPg0nNyQANbKmBci21hr64pinuP3OAJeD76AnO5zrSEOfPl6oxaEz1PDPrPh4peIn2UHeC/+8Qx0MHwQLI3xSL6/xamod782HFDQx7ag/HlwHJ8KVxDP2eLaWXWkkzHihuG/U1Gi5UuUBWGJLhrQJhIuf4rnujeQ7a23z/j3556sVPY4c/xcpwsev2BN5t95lfPtaabQWc6XTyQguEAdfux40m0eB6tUOJg7gNLkfWWjgEUkFTuBsNmSLMdwVhF2FxEZyp/M8AOAGBcRbQZQBWnwW2QsxsS90wHCxF7o2FkBQnfMUQJrzHC5jjBFm7gHFyHfP1lwH6zXQVUI66R0ASnwNDu8CJ8LQ3kLf6JPBylr6XZ8hxTILcdqhykGNxB984+W3cDIZsOa6jBkp0UBIrQ5mkjMGOWKmLtrodXHWigMoORNwr7aG0AuIGCxibg8TWGQ8CreKSvVzGmE1AxmzIyoTFN4nnwEygIAyKDoPXQBmTHTMgbyss18KcWEvNt2zEApaICIpVwBZosPeX7c3KmBdBbVVfAXeKLtIuptNSE60DKApFJKQKvu0lYuvmCN/mVz9EaP8f/XQyP4/u3hvdUXdgzAycegJp3/csredBdwKw9XFmfqS4NEYAyTDMP58RfEECn8ncdQRioBo/JV6shhZNL1odndFQh7btDAZHNZUuOsIaq0Q8iZQ4s8upJp9YRvAF0Yr1pxN7/PiGPpyjkGh0sWX8hX+xiRRY7CTzvgLIa8XDeJZR/Ju5rCZEW85K0tnLKN49MAvX0FpcXZrQ5weTHPseGur45CMlvGOD3NqFZmcMWjVFbVEQXgPJWp45ch8DOUwndtSgZSuT2MvVjOALil0i2MJ1FBEFHWLpCtGWc6ZNC8D+T+Nk7XpBltN0hkbn4sh5DKiF/yQATkGQVQ+ZGlnHOYhFMlB+7ylNYsrD60lhE4cZyN5vRnGiMZBHPn2JyrEBqDFQTCS3sIYZKzZy9wsZ3DvyFV7kfnYyHv3nwbgur6U5yZslCc+wr7+UHbnV5U3eCbiN+Gf24feIjHsi2VQQSCvORPE1e7maAqKZw+sUE0lx/WDu0awAoIgrMLhU0L/tKL2NFyzWsWrErTUKmQ+FiCVtujKVjiAWtvfh5umZbOg/g91xySLrAhRpsPArayuVWc7qbh2YlQjWFjFbA0x3oMp6jltjAtu2bcneZp+53d8MOINfRjtnjYh/brIFbvZ8O5UmQCykQq+IFoo7JeMZBqiNCRD3vQpEy+zUDosdIA7GRGexj1iqIsNgJSya8QiPnHweAu2hSMW8Ic+yfPNCeRHHAMPBNa2WKJcicheOg6VlEB4mwCwFBsTvJ4BKPnl5CiTsg4hYyNFY3A7VUFUYRtWiMFnE2QgT0CFWKoNyK04aSNfA1CBlg0pe/AYIu+MA53CmusZPMkyWSFYyz1BJ30+Uk2WInBANSKZyDSMCUJdgifNwGixCV14V5MGRDaEwx0Vi7AIbMJZ7CuOJQ4SjnDCJ0chDNEZLYdWW+xnzWRa75yTD8EIpWjsVDrw6nKvu2o1fZTVf3j4GMqogTUfzcnElvWDvAotBbwhm6N9zGf/lTtZPuJWsPtM5f643c1e8yKqq+zkeOQjf4uPoc4K5MNwFSlrxLj5FbWRf9unjJf5s7SBIh5Oh4fS7rZST4eGSObK0L06pDRgTXGS88wZgqc9h7b9v+0K8mLLgt0C/lIb916Sfqji6VGGpO+pJKdRdu+aXysXILIA5AIryRA/UIfFjdU7sc71a6pOpEf6SigCnOtjzeZLwhg5lWy4ybZvpsq5hjwAizsLwIEvs1SagI1OuG5FqqU8WivCYvCpABzOVhBo7lLbKUQBdBnC/bMsFMEHJNsTqNUA+KRqxXC1QQccESwZIs4HG6XYBicOV/mYD6sUyNAYkHqwCJO3yOdCflT4xDTgs2+ynSb/rtgOR0k8vnTK+nnQ9y3Ig2QH0cZKEKXSwbJtZKMk+VgOLB0NFPbAdioaCQSuXmwM0p0LOLtgwTsZwGTA7DLIPgm6wUuNtMmwplLa8EF4IAo6LkDH2xRKDZpY3QhGBx8C3yqI0RPlbBBs1yr2beZGtgGM917pTJF0K/Zr84rfKQ38sWd+PLTi2thpYPz9bgfJSyFpBaNuOtfXB9rrmc837FMu+kwpiwDP5NNEUEkMBwaV6yYIeDAwAOzpQK4JItaMfAGFnqqADqv2cpd5ZNQLmwiRjox/V7COWACqZzFYWsJQAKkkkm52M5xQB3MJaAN49OsviybKsHuZpeNLxPpbxIF9+Oob/jA3Au7KZvwU8jmfEaWLt8tm+53p6hbcwnp38jcdhMbgW1RLoUkHJziuhQsXzxieE762EaXdlMprPKCAGOzqoxo+MxjRGe+TQjBufkUAbjvhwBnX8blpxphM72oy9Obkl3OKtpJbP/oo4WfP2CP91QvhahUb4rxfC4zIQ5VoEsAw+DL2BgdOO0Js2lrAItYeBWWPXseqF+yEOgmMPUU4oz1Q+hd8D1Uy772NeeelubnFcw/KihTSrvbs8AJ7+7BE2tNzI7S7/YNcDcYwbm8sbD9zOYMeDqDHQn6PkE8tADqOhjqONf6LNw5Fq/LCz7+iqU1ePhno0BDhW4lLULPcyBtFrVSOlJ4MQp4c9wGRoieqFy5ELXaDNaS1MvmsbuxPGg95BxqQKqHPDkkbfHD9rXgfWyiXz/DXPU9sYyu6ow+pY2zassYetJc027g26B2jd03/ZrVGF5SZ+zg98e/B/KNlbfXf3sU7Z6cC3E4K4g2sszIdAbYXUvioHosBDp6SEVrSazHeAFEh94A2+wY99V8TDTJh704ssefMZCGzHw1gjwOzNhQLoQoEkiHjiK0a4fEHuVeNg6VnJAJYGpEPwlEMc+XQon6iiYd5hyIylV3aLaGmXIi/4KsRCVgqsPgFV28GwS7avVbZnA+VGmGOS7RUIEDLK+WV3D6HqhjAuTHWBDMWathYaUvxhnpMSOwK+Q47jGXoaEtphtbgAOZhdfkqU6+Qo13UCQnUQpZPxXf0GRBViVHtCLjjMPmsR+qLAtblWyfxWL26Y4bD7umT+HLuOa0xV8pjWHoYl8OXCMXzdGIXHSj0s1kHzWUir4cISFxFaFgPLzrJ/dBwft00kfvsOiIFPLp8CwJQP1oMB9N7Bcq3h0LzIm/4cJaz4AJTA8fsG4ZlwWgSt1XCyMJz4kTtgiRFKwLjWU+4xCSQmxl+Za+38fkFOd+vvj0C/tCD3Q573z9GXPoDW4gLiJVt7+bZAlZKMpwBLdkZXLIqUZmTdFQDZ7bK2Q7EUhF6q7JvtbsmgmNkOHVuBcRA6Tq6rRvhh5i4oPQHJOguQK1f2g/CErqQ5OUp2QzPSGApet0NMHCRqpJ8ZiKu0HuFTBe0S21aRD3WtsuaqlHarDsq9mpVGZnavc4ZQLUzVCS8IBFHlussx4SC10pSMhnW7lMLyq4CtIgj5IiBSh4C3OmUb7jAvX3hcCuLBYD8B2AUVh2U8C1BS6I8D8pWSKECCg3RmbZk8Gz1SK81JuZa9cg2d0kaRcj+hyj34Ks/aS56lZ9xp6WsM4rbavxSGt1vmhKtyva5aVGYyz0FbXtVB9/OzvYfPr0F/NFBmlp1slXnWAihcfLwvdoytZdT6GrbgrzuyFnDNsWbQ5XIWCiRDol02I/iCKIrga4TXRIMxgK5EGNX4UY8GOzrgBJicxL1RjUEsLH6Ah7jHNeHGUfpTSQABnZWcwYcm3FBjYCuTCKKCFDbxb0aJDOGLWL3QEP/SDioJIHPd7dw2diVhr1fxZMBDHDg0nDvsXmdvyyjogHu0r/ABU6kN6AtbjDzs8hxt9JZ1mYSsrURIv0uyOxpQc5Q/sZGZbGMyXh71TGIrHdhxjFC01BBKOePZqSTW0GLM8xQZMVzGiWRgQbsl+VoJlqyzBoSnJGDhUxXtwgdC6eIjzz79NzYykyi+JpJi5rMMp7QGWAbH5w7iYyZyPMCX6z/ZTupLb7B7bjL5xBJ81yEp7TTkFCyCD2+/gSKXIfyz8a9sZRI8By6TLzCenbzTdiPOtKKhjno0eFHPCI8vOMwAqvEj1mMf5YRSSQBtOHKYgRzlT5Im/wzCk8KwZGcMQwnNAYoVkH4NMACqqoG34Gb+xYR+2yzKt3DznHPGIqeb52RPc9YaUH0fr+jOjZFL+G29Vm0BmXm99KwU/t4i1D8n/TaKUF+q5sjWGmetSTK7pDUBc2C5hl4zW7hQ4gJG8L72FF7UceTQUHlZGxGGEAjBTxzCjg7KJgyBcBj6Ui77p8fBJhOuzXVMdPmYd+9Tiu3NAdKlqGB5Y4gAFntEg1qOTM5AxB2mNF9q4ixSupsh24deqxR1TgD0J4D9QAIsEe2z76Dj6I8GixDRgYUBNCvfRUB5KzLx85XGIxGJSEtXpjQnBPA0AyVnEXcq5KNWPnF0CQy4IoJIhXIvdYhVzYAISoZCZewHC7OJQ9Feg+viWimauLIMfMNkXxU47Wgg1mMfe25JEoCGDma6w3ylPMBHfWWsmmsgTdsV0Mts6b/uXBlRFJE1ajqUw5Bv8ujEjpJRV8p9zEcAcQrEP7qD/MZhGFMUd4005blUgFNmA6Eex6SWXSbCgHSIJmpLLookajXPbF+4vzf6IxWhvlS6VD7yQ+hShR/bY61fQubf/sAA0GkEPBmAFAgee4jz9KbqZKC4WFcha7ccAQqhWISBZe2IalsrczxKaWcH8kJMQnHVBopOIPwwFHCWtlwRhUzHdkDJ0LgJ4QFLlK4uBcrrgW3S3/BYiyv0MoRXhCptVWARTjp2KX3zVD7m+Bs35K3fRxkDT8QPylnZV474yZxVjlFAUwSWumF1ynVKgeZ2QMlAqXO2JENim3LQUPAKspwzGyVuthVJPuIJDO7KkkkGAvIIldIl1gB2i5INMxUR/LLPIsDQX5JNOWFxG49A4WVKPzco2xYgvCawHbY4yPtBrUwNBZz7DjpOc4sbzRXecj+blOekP6yMjXksbQX1S3F/+znA2M/NC/8oRajTbbaaZRSzJ4bZXbE7F1To3qXRui3zOba8xSz3WAun1rHTDlb77RFA5oCsNx2ghTQIfuMQC1hKAjmElVRJIpAOYDycHeCAXUcnlY4BfE0UWs4wuuFLVEegdqQrR/kTcdX7YbdyyTA4GevNMzxKOSFMZhsT+ZjXuYMatIRSziZSuJNXiaSYUQcK5V2cB+RWwRYd6VOeZ+WHD4EvmIwqyuJ1hNeUco/2FVpx5h8772XM+Cy0nJFYspnwwhN3UoOW508+AoEOsibTwHfFcZaykC8YwVYmcRkGjtb050KzM9eEbGUS27Cjg3M4czmSYKQGLfkM48OTKbBDxtwh5SyjNP9mMMXY0UkxkZwgkLLPh1gSLOkRHtmh/DYrbQqAmRD27AHKNg+RWP10dxaueJwZbGAfsXzOCIqJZP/bcZAF8et38FnDBFT10MenHuMST+L+vovcneOgDuJv2sGe15MgqR3Tod4cmhjMB1zHoodfgOmgjvyGgY6HuYPX2cgMmnBjBhtZxnxOHgrngUFLsKMTZ1qxo5MKAokln9s/zhRxcqQyZfYgwDsM2AqmPFBdDw1vOFFBEEPfO0L77VDTCLrlkHnvNBbyLFUfhQnv2gFUmJCXRBOWDLQddF+Y2tqyZpbnrXmeNVnzI9v1ZQvYbP/brh3r/+eAVZhMVT+uCPUfi34IMLP+trf6NjM4gHiYqYFQCcQEcIpr4FxLH47kDwXXdnnZrwbUYv06T2/KIoeIRnPZafbfYgPMbp8Fy9tFaEkHqqBk4ZUY1e3ycl1EV/pkKoAok6K1VurkrEWY0BzwTDrN/pvjlLTJiK9y3jTiTPvpldYCetA/GCzCQAGWQqtmzfkO5Tx7Jdg+NBbiYiHGGXQDEWCm1MiJQBhfSSEoBQ6paoe8dmlnw1ZIrxGAkokwmjhwWH1WsiIqQNTsHsCCaHHrwQQrD4tQMxwoQUzus4GSMHkcm8S6ZkzyZM/CJByWnYUNA8HeHTYchNlQ+3pfdNeWQUk76LTSXoXyGHMAL6i6PIx8YhmzNwt0cGD0cInNWYIIP0sQy8FS2PNYEo5O50XgzEEYxHDAAMY0T8obQ+gXWyoCWQEifMUBXnEoKnor+j0Ds/9fqaObz0+lS9F6fx+ZhTQt2GtENgoHfMEh6ix2dFB1LBTKFWAGwtaiUBL8IOs1E6AKIrTCH0JR5nmrHJeO8IZFQFGuXI9I4JzwqTok1rMjB5wmiCZ4E8JfFiEAKw0ozwFWyL0viJXrqoElVRIDhtIno7K9Gegwp8M3J0NpQlweRyJv90jk5WwvY4AWeUFn0xWwQiKSDGSk9LHosICcAixa6kBgqoNYrWiQjJI6IMVZSSYyWfpRpwxkR5XwgRTlGPsEJFhiMeQWyv0nAF7jZJxy84UP5SrPIVHhd5nK+CW7K/dzGgwnZArEoKT6x8KffZHxKzkrfDQDyHOQNjoQvpylnFMF+vxg7Ow7ZX+oSZ5NKMBAZayshW3zBIHvCu3d0c9hSf8lFB9/BOrOHepi3gsddP/MLgasuwNm5utYu2xhc5x5m9lqZl6bfeS9mAKT2coIviCsukr0Jx7IUvQA9/p27DouUIeGM2hxphWVUufMgBotZ+ScAMT1DSlObUBNKMeoQ0M2Y5nENhxpYzV3kEg2AVSSQZrM/UBkrQ3XETdlFysPPAS58EnsKNDA8M48ErXZjCWbfzXejG58mQCz624FL5j1xCo6sCObsRDjIHVb62phKnRiT2/a2Mso9HODKa8PRaOtxzfkBAFUUkEgzpxjPDu5mr0EUsExQshpGy1xvxHgmXaa0ZrPGE0Ok9hGItmMZyc38Q4RI7+Smy5FeFMRwhOHI2WJ5tFlBPCiXtZzijvEwIqWu3mNuzjMQM7hzHg+4R833Yz3+lPsuSGJ2z1XQAvs8JgAUZD7+ji8x5+COihsieaGO/4JWQ48PzGdQRnHCaCSr56LgLXwsuO9fLl5jHJ/rbTSB0fapLC2PbTRGz+qqcaPYiR2rQYtxnhluhQrzzNc6f9xYACo+so9en5upAk3TGPBYaTiKLgeZjRuZjw7cYprkDFIQMJl0CBKAbOXm7XSAL7L26ytZ9bbu6PueCL0fI4DF+dl9lzMcvYHBmf23Xy+jy7FTcseC+OJkxfcJkTQ9wVjlSfNBd7yf62DCCChEPzSIZpwk6r0idBrQwsNc/whB8JMBwWYPTcLMkywwQHvh091efiwFIjTWtJWG5HFOC9HaoOtVLpWhVwvClgADfat8mJeihyTB7hC7g3juJDoIkDOgGjAQ5X7yKiXoqjZG6E5X1wB1XKrXS5NJYi2JhlIVuIn9MhxrtGQJIlLSHWA2Q6i4U2bDAlaYSrZ9bCkHaa20u7rDjkqvB89Ra/yFllkqUpf5gOrVZA8UM6b02q59+GIZj0XsY5VHJYsaznQnuguAkyFUQSekiqYD1W3h0GzA+QZpc9LlOdWigDoDqgN6Mt5HOn3VSnkQNb06QyNz5X+mA1e8+Xcxg2+hN1xQITNXKt9dWCc78nJQ+FKYVyr8UkEESLN9Ht1bfyj0c/hQdAdYPuhn3NWH1v3MPP2DptjznVznlb4hx5ZO/ag1hgk8HyDSoT1UiwxZ+HgFNEg66IKJRFHUJdVmR1AVaFYj+Yr7WYCbATiJEOrkwoptFwFRYVAq6Sd1yHXC0fW7WJgwS4EKIUCf4bhtwvwSgOWbgf6QMQ0i+tKBbLGjauQhRiJALJA+e2rEYGJs8rBSjmOjq2gZFOTbSOBgXJvCRoBQIEJYD9QrPWGHHGp1B+U/jQjfC5VBwyV9PyblPuIcQD1ZBlr8mXs9a2SLCQG4buMU+5xG5QftrhWpQ8EdSywS2qabVGulaACTGKJ3IGAWTwREFgv/C8K4SnZZ+WYZsQVUucOzYorpEE51xd5Z7hiAd450FjkK/U2fetkn5dybLeWfGuts+02W/ox/OyXUHT80cjMn7oDRuaPraePrcxjBljdbe+OehJEbf9bH2cdAqK48A+HsPEHGMVeBlUfl+yMHYhQHoFk7DsF9S6eVBCEHZ34UAMtYPKRWLTQhirhQ2GI/O2DUsdM6vgVE0klfbm6YR8nCES/OZipbMGZc+xkvCWpkA56bWkh92QCpEPc33cx7kQuN0a8SWtzH57kCT4lEbWHgVjyWf/yrZArpYv8+IadjGd/WBzMh/RVz9NscAO99PE17qIDO5gK7c19iORgVxbDQCqI4msG5R/HrVOyGhYTSWOOr+K2DDF2BfhwBhBAakcnURThRzUhlAvPMWJJSJIn/31DTjBg5H7hNwnw5aEx0AGua2txmtpAc52arUxiJ+PJJ5a9jCKASg4ymLj1u3jzwXQei1pI/Jl9PHTTk1ACtTv7QhI0b/BGSw0T7nqfhw+soH06zNr6LtkkwmyY9fG76KaVsaxlPpdTTQqb+TdXc57eDOi/nybccKMJkGLiTbjhTCtFLkPk2TdgcWf0Q9Lm2yn/FcVSAKco99TBdAj0gPoCcNgAE/mYGI9CSDRavC26rLbW2RutgZrtHO5pnViTtZXYvpvtZtBma9Tp7nd353dP/2VwZmYw/w2B9McKRt35zNsKRGfoqlvlC6RDv3tLcdI1yEvRCXkGeYiZ+e8HqG68nJPTw6EcHBad5cIOF3lRL5C01u/OnQULTsAWFZ4pp6l9u69ipakX4WYeApDWIjFnXsDSBFmQoUCCUfqzAEjfJab7tWGWrGpqRCu8BBG+moHMs5DRLtvWIkATjVjHFs+A8mGQ6y77FittRAElJpwKGqR/iVhS7+chQkYKSn0vBMjlIgJAAgJkCjSQ5KCkQQXS1lKrupwLy10gBTw7TlsykpUr7RUZYZEz5JR1uWyyRWlzPvTS9wN7FeSdkPFYCpQ40SuzReJcmtvlvEWy3ZxGl8UnpN8dSnt6yB0wDmda8TDqYRPsfyGOadMypU2zYJYGzIayt4dIzZDhiADqKv3p0lg7Kc/NoIxFOBBo1u7Dd1+ml6pI+K3QHwlcXuxefu0YGjN1pwm33tYHcAZXd0sGrwggCkIpx8exxmJRAUucmQGJe9iAzNPhWFyPtwDGjaCLlnWnRqlzlguuM6T9OpSshE3AfiUxT5Cli4FyDbLbwdAKUeOQF2kNMFDW+UqgaCNd2d1KTigKl1a5PuVAGuhmQPI4mBoG4VoI1VhcEpfpID1OeEBEEALGEqQvUSgAUrl/A8Ib68zDGQ2uCYjmtR0qTkB2voU3znSGiAQ5tgABQYGIdS0qVulfhexfoPyc4w4xqcAshKFtVjJUIkooe/M4lFmKYceowD5I3EGbEddUJkmDOWVybjIQ6m4Z3ziETxIm181GcfVR7jVUGR9X5BxlDjTXqS1AzgvAh2+77VwKMPu+tfF9791fkn7t9fpzkbXnkxvduxjajqV5u1lwtLf5bxZcbYVWe74tePax2d/d+fZYUporqfO9nMHLHZLhFtYyir0y99sAP2iPAqO5+HAblBNKBYEEUIm27Qz4gaoDgqv1qKqhJagXZ7UO4An6IA/s6OAKvuYEgXyDHwGc4mvPAXRiz5BpeXhRx2EGot8TrMSeAqslNwALHGARPMsCVgXNYv2xW1jtMZcm3PiaK4gln80nZ8g7PwtiyaeYSHZfmQwRsOLhNM7jCHonaAb9umByPxwHQPz4HTipm2jGjUiKCaSCRLIZUlQGjrDTbjw7Gc++z+OlTzHQS90CwBl8+IIRrOEWPuA66tFQQAz1eOEU2iD8xmiCqle63Pn0hcFcTjVxs3aJ7JEOFMAkl23EeuzDU3cG/Wk/jhwdyslPw8ndOY4NzEDb0MjesmvQ/b2MJfc9wyM+j/EX/sWwFXssCeMCIaMljZv5F75DjjPFYzOckJpx62OmgAd8yBSal3qzjclMZivHCKGmXstADnMeR2qUWmid2FGNHx3YSXmPGASgn0D4dxACzM4gbMhP9gUX6SWpyERwiIWaTuAjuK5hOzEUEOe/1xJXrYNvl5Yxz19rgGbPt9eD9Rqw3m+reLBeAx18911s3YatwsJM1m12KDfcPf0KUmC7zfdvjaz9SK2/rTOvOACRAk6WtOPhWy91zapQBACTFFtOgH4Pl9KEG8YFSrzYSmif5w6ZrbDFmQlT3mf7lddDgQmqLifC/ytKHrxSgIShHeI0Ap6MWKqmz3fvSqsaH7uDPR8lQYwjgoL6wOxxIlyZgVsSIkzswALMaEfcD88BA2C4SknTqnwMSEHoDkSAyVW2xQDLVRjNRW2rEIA2nK4iiV1FV30REGNEhLkoLLFlc7Ck53adLfe/9GlY2o8GUi3HVyBCS7OTCB/qMJjfCpn7YWqc9DVBan7o2suoCgqDTbukUzkqLqx0geUmCXrfYIItp6FcJ33IBNKDJPC+Ikz6ugFIgSNXDCXu613kFvlCVA2bDakwxwiZTmJNyFSeRSo0Gnzl/s3gNxVhopvkHj2S9TS6+loSr0QAFeOA01hAv/XLFr7t6/9zCjC/xLr7rZbI+KF0Mav5z+GuZaZLZbvdXdNWa23eZn5puCNmMCxrUBHKDag5VhMqa9YLS4KI6FJO5oXLnM5B+E6gg0y7TIB68FUElVIEoHFYUuGrESGh+SCiBk2Q+a1DeE8JUF6I+K9cL2Cl3AGyD0uf7aPFTbGuAVns7nI9Tiv3tBqpXjpB2e8g/dfLbVJaRVdcXIUb5CixWcazwC4gTo4rAKpalX7YgyFa+KIvsPgssjj9xbLOJCT26gPkoM3CO7vW4zjwVZJnmC2TEYBugiRa4ggwDVa2Sn8THSAhCHLSgHeBN2DD7ZY4tIpYsQpWHIaqgRagtWMCGHKhLk48JOyjBf/lmkCnslgUs2TY0Sn90CO8R6f8DkR4dwXCn72QMWoGDA6WjG9qoDQIOs4hF2qg+yB48xw08yUHm/22dLH5/kuDs59z3f7a1FMSA7N8YhYQrZ+Lec5aH2vfzXZbRY89llgc63Z6ijVzsNrnJl8RwHCJc/0L/8K7pLkrrqglrBcGRzX+ZQ2yLUgsYZ3YoaEO55YLmPxAdRyZhmFQ4+iDI+ep8+nNOZwJ5RiHGUglAdjTiYHLWMNsJvIRzpzjVe6ydDUDSAfXhFqOvzoIvGDh+MepJICHWv7OmJCPSCSbl7gPZ1qpJAAWOcAyiIvdRTkh7B8VB1Xw56/W4Ugbn5Eg/LAckXF8oSIuiMc1T3HMI4SCmhju1L6GG02El52EM7DjmnjWcAvbN18viq9kCBtygFCOUUkAR+v7017q3uWJtW3sJNpwxJE2jHpPpYi3CnJjoe4NWD4D7N3J0Y3mFu0aKgcFcDInBOIc8KOaWPIx2Klp6PCxxBcbYd2bc4m5rZD042+Sy0iCF5zg2bv/RvWKy3mEZ0j/ux9Vz4XhkHaW5jxvNo6dwX28xDIeZPe9VzHm+S/pfMiePSOHEf/5Pnqlt3DyQDiHhwyUmWrsjStNBFBJJQHUo8GHM5zBh0oCuIIiGoKc8BxuFHZpRBwQ/BB+6ofFepYPl0dVc9LHm34TawnLl2NU78GoO/aixkBBeDTGJE95Hpnu0GHNo7rLmmgm85rqsPptJus1Zk7Lj80xPcVw9iS3mftllvl+U0WofwyzdPgvf7jIN3QFgccB5Q40bvC11NnRA/NVIuTHSLFo/WPBsn8BFpC0yRkiTGwPuh4KoJ/pKDr/SgFma1G0ow4imxQASYWW9MsFyrV829kTlgTJu4AmSI6TWK1SxEI0X/lei8SxleZC8wmZHxEOMC8Ilg0U10EziMpF+lqKAKQlNZDV3lV7oys2zYBF67yhEOZthYQcASe+yvk5ShsFWOqwRdBV160rE6QaWKKCRY+CLhU4DIvfsLSlU9parvzPcYaUONiSI31NBpKg6v+xd+7xURfn/n/HbMjmvs3GbMxFFkgkiQQiySEUgkQN5SIoFiy20qotVm1t1RYrbT2/2nNsiy3naK2tWrFii1ZaVETkUqKGEiixAQPEEEyARTYxCdl0SUIuZEN+fzwzO99sg6JV23qc12tfu/u9zHdmvjPPPJ/nemcWCXXNsEwkWARq4eYjsDaMcx44KREmJ6fLPfeounb1w9wsKK8Q7WS66ld1PxV5Mxg94Q1Y7VLjYCexolHum4uA83sQwt+sxjpd9c2BgMvVcGJVCiQp345Y1ef0eJlHwN87codKa0K//5HyYayRf+tYIKq81z7Y/oHPcOVMYxz6LOu1oVLAKCBZtC4OTHL4LsADB56cyOl7Ysy6DQANcLQyWwX+QZj8zAjRlq32AVthrlMwSh0y17sqxNS4FwEBXasRDmo6QaCegtTRoARGjutF0/MMUNYN5ErOwkA/ApgOqAZMB8cCyE6XZNHcAvZcBYbGI8DNC4EjYq4MiBWDS7Vht9KyPaU6+BzUrbeApmSgVQDoBtV+h647HgGBYfJMvoUs6NlIpFUQm6r1UFMr4+oA8fdqkfFYPBsJya/85agXbWEv4qubeT3i57ZG6F8XCiTnAjliUlmB8c3DDb2rJBpbLEI7aTT+Zm6k7hr1TvMRGusgGABEwu8PKsGhOuZBaHiD+s5W7ywbhCtKxEiUQ+ealT6Fzul3msfDlQ96HYXW/XEpVvo0XL+GA2362lBaMtxxQv5rzYAG5+8GzLSfj/J3BXDDObefZAo7SdvWLks3AXpHSRS+cAZEaxIJ7Vl2eogKmsD1RULYCUSrdkKuOYWEZz/G+QBE0Y0HNy5aiaWTavKpJZfx7CeTBiqZRBPnmYBjtw7StfpcqIDRv3gDFy18h5/R5T2XG1jFn5lGG06i6WbPC8WwGGZf+xwHGcueS4qhoh97XTsXcJD1XEH9UxNkDRYT5MWnOHeSwTEu4CCnA6IhSqYFYqDuMyN5hJvYVPlZWAfnLD3J56Y/yZf4HSW8Sidx9DcoGrkZeAS887I4vuN8vI0Z2FPa4Zpe4eseKALbjcAaWFHP6dIY9pNHN9FCv6vhIGMpoIo89nOO/ZTQiQAkFDdDEnxjy0r+WDiX89uPs9U1g3PuPsmTn7+FR7mJu7iPc+96i/6qeMju5YXGq4jkFEtYyQ/4oWSPOvIsrSSzeep0HnPdyMgJdfyAH5LBMXLSanmTsXwKP5H00UQqA4QTRyetuFQKARuDGoQNyDsmmaCZKwkIufVBYk0v0fTAdIi4WF1fAVPYyTS2MzbhTSKWdJigVkRb5qN1nlp5F+saiGLo/LfSvFDBhf6t10VonXrtRA1zX+j9/1LgDN4fI/hhFivBOtMmYDUhyBZNiQYrzcgGm9krm30dSmvVz+nFMcKk3I2cuxmJHrjgLSgNAxvkDO4hnAG8P8+CFYPQpgJkLEcAw9LdsLBAJl4dwQAjuG3ix5AyA26Nl0m5DuEn1iJS78n9UKWiLM4tFgnuMgToeDGO4g+oe+wIA/ZMiwpz7wJ7BAQ6oK0fGBS1esCH5AQCKED8OUogsFueF/DJHG3eB6vLYcUR2PwsPFMvjEGhGpPbEQZlJcpZF7gmF0pvlDFfsRqW98u5OtWn5fIo1paIE/wzW+VZK7ycKFFarOVhiuFxw7JyTi+NEUZmIUJMqxHwVxYhZgB3F0PbEZNDqCwCagY5PO1CRl/7Bqxywc3dtD+QJm3IRu5LV21+Rs2D25H3sBlpU7pq964wYa7GqSkVC2JylcjfL3Drty7DzdF/ZjlTO//diy3k9/tlDM+2vBuNC31WKHC3bjJOwK3Co6uP1ojEIuu5Tf3Xv8sRelKNzFcPimHvhiQnjJsh87kLWS/NPsgulkeX90PgWYKmg7YwSVifjgiEGrYC48Gda6IgOoCUaKAWyiuRYCAtCPi5BeZHixCjDqjoluf0VkCzBmIHpJE2nRBHa3i8CG3eo8YjDllbear+ZHXuRcQXpkwAW81q8G9S1+tIhWrc8kEiNbarZ0+E9BKwL5Zne/4X6raq+1ziE7YWFcVyAcYuexXsqjd7hQ680bsVqjrknhogJUzGIXBE3ocfCfNPqYxT9aBKP5Au76cKQ1PaMKaWSQhN6kIA4C7AHybv8RqMHyyqeZqfsKm6HBEIsRyOgX8/5cOiER/F+vxXKnocAwzVaPUz1DRLl+EEfvqedwJmtpDv0PP6nFVIpBnhRIQxlijGN7ieYAo7JBpfO5ABTTEp+HDiaj8h4CtGtGZAMM9Zd4xdzrVL9b0JElziGBnBvFmniKSbaMbQwAA2ygZK8eMgmVYu4CAAL7zweVlHDwDNKmfrPfAFnmItC/Fuy+LzY39DNN2Ucwk2Bni+5SoYN8hXZj5EN9Ecn3a+0LpnIrg4YTtvk8qGp64GL8TefNzkcCyBq3ie3RSQSy2j0w5RxmW4aOW51Nncxs95YcvnoRk+/7vf8Jzrs9zFfUxhJ8fIoHMgDlL6hX4UIms4BaENNXaSEnxMTytn3JV/xX59u6z3zBuBp6BmH68dnM7x3ecHAy5tePxqjpFBEZWkupqC+0JcZCfXXfkw2ODLJ3/D64k5jKCPn7tug6WwacZnWctClrOMlJmHoc0OgXDKKOUiXsdFC/dO/zZUw5y+jTzIN7mMMr7IbznwjYlUUsQ8XiSVJhrIZASniKYbn4rs3U00TZyHDyeBcERLFqM+dvXRoDwRAWlvwblNXXLtTATI1UPKthMU9VWSSy1XONdDcb/xsQ3OSasf5HBgSvP2oTzWmXiw0N/WMhytG2596vr/ZQKC/CtK2IcjRGe6BsAF6cp/QW2EsbceZ3TRG7DKLmDnbiC/F1ZEyK0rkU1wJaJpKYbjUeeDDSbVbyOKbg7feSHc3iE+EUuVieFCROq6pMBEXVs5KFqo+bUQGwbX5wozozdnbapTUg/l5dLk0iKxsU7CmCFpoDcOARsBVFCQfUiK9m6JltawSpgjW7yAtNgwaWOsU0VsVMNjl7HAXYAwWiqSY8p4KC0BxyiwLQCioG4NrFsPS44IwzcZAaMBDAhzIAm7Zy0GPNC8CXZVGtX83QggqooXBpKtQLwwQcsQJmgycHuY+JGs3iTj1IyMbT6w2SuMkV/1/fpR4PcKYYwFysOgopvDN1xI4uJGuDVa6i5T7fUi/5MQqdRq9Z5nIe+rAeN/qCXUbowE2xaGBDXQnNHZmvwG+MRp/oMumkhaxzXwHj/vp5yNv87ZFBsCOpzGlHEcUDooc9uhqtLrJx2Zi4WIsCIFmcPVAIMS4GOxqqMcWOsFNon/kx2hIewAxkOsCgmfhITF37wP0RxNFN83T7/Qp2yUmfKzSJAOr1zDJCBZ2rABpbHzqgYfASIgPR0RBnmkwYGtlj5HIQDpOQQoqiiMOpIsJfIc242IyWKjut4GsYvFHNFeoK5bI/2srodqr/SPNIK5Lb3d0k73IuBahHssR9BohJhTViBrPPYK1b8oBBSqAEs23Sbd7iPQVivAV2u2qnaLoM0BuNMRreRTEu4+gBqbDhNee5y6rwYTdbIZk6tyAyaRuE3VawVloPqlPqRhpLt6buq5GOp/FjpH+4f5vJfyXtfdmdbix41GagZPm1fpF2ftp2Ys9TgMB7CGE/gMxwdZLTqsYCyKocBM+/hEAenKf1HSaVzPE1xCufgRnYT6rHT8fIoRnCKsWo7hhFZcRNFDFN0MYMM2MBD0RSNZwNoANnw46SaagPJfctKGi1Z8OGkvT2MUHtwcAaC65SKxbrFD+rX1stcvhivH/p7XKKLiqRkkTG4mn9fZTx6dxFFGKeG2Af57zJ0AbPviLNm774mAwkE6iePxHbfCOkhc2kh+TLWss1uhePpWWnDxW77E26SSxz52U0gTqaxnHn9qnMnImXV87son+Tm3MfPkn4immyoK2M7FuMJbSExvZeLlFaTcdhjmD5qouG3gPZhFLbmMoI/UhLcpnrBV+KC598Dk8cIXrobYhcdF4LYKFrc8hR8HudSSUnSYxPxGwhkgl1puveyndO06l1t4mAPKPPS+gm/A3bBt9iwqKeK/+IFYDwVsHGIMBxnLF3ia7Uyj9zMQs+20+BIifnkkwdFvZNNCMvNZxwDhHOQCouimm2j+hoNTjMBHEk2k4k+I5WTCOQLAQABaMhLXqV7eHakIUDuivgvVMYBXIGbHafLYTwnlTBq504DaIeDMqiELBWih56zraThtmvW/XmPW60IDfQQs11vvjQJOc6byMRUxvZ9u6Y3oTMhXBQDhemG+e4FMsC9s57yYJup/PkGA11Jko1xpl0W1DOEzliOAaL76BIBH4HXfRfTfGg/PVIC9WBgir5yjqxtmRctmmY1srJlhwD5YMl6YLg8yWWvUfQ8BgQpgKizOkk24GdHktKFUvgSDAPCQ8gdpngj28QKmkpBP8SgBiL0EE0yTiTBzjl6ospuM9m6MdN6tjlW55NuP8CIpgC0dPIsU81APbeXwgMoFdI0aozaCUcVEc5gFD2XJs2q2Qt0M8fvagIzXSqB6hkoD4xU/FHu6jJlNXhnPzIa23bCiQNo/GQikw+YWwCXPLQbGpcPSfVA8XupfGg0rKmnvKpJ3u0u900cQadytmLQHdQiPVqLGoI2g7Tg29duNSRRbBwTSkLnVwtA5GMrQaCLwcWM4Pk5luHfzXmjRmejPu5UIhDnKMlozBdDOie3mdFuMMBiacZ+MEUD0YhIZe5G5mRQm67hcHWe3es4k+aoG2TlLTCCJun5gk6qgA5gBduUbixJS7QKJajhDhD2BcnWtC4l02I4QpkSEm9uBrIt+FfY/DlisfF1LYHKEPL8C6E2UepcizyobJfSH/TIuc1H5gEZBsxMBTXHQNQhdYYp+jYeaHAQwKZE9UUCYgMyuXGmPpwHIAbdLAqLYUNEp1wBXiPlmlRrb7HToWixRHtkn9weKINYFXW7VPxeibaiFXhUghXioKZd+OkCsE6KkP13qvF2Pu0d8Zu0Ifc5GaE+XV8agKkLOZWPyJAWwmGUylLTYkT7jUu8Hy8lQoGYtZwvCPqFh769oAZ6WxFs1abpY947h9otQGjOcxgz+PkJd6D2hGjMbQcFQOpLGb8JWiuv2iJYjFQiHKqVVSuVtCZueAIOpMEB4MAR7OAHiTqg+hGMxaTyPPiLx4wgy96m8jYdRtOCC7F7yqWYAG5UUcbosxlgQIO3SEQRfeWkupENpZBlvk8rfcLCfPI6+kc19F36DDI7xn4+vEEHsQ4BdaOlfXrhUANEKyA2vZYBwIvI7WORcg4O/8ejATbSvSqN2fi5fd/6SSE6xnWmMwsN1aU9wORs5jya6iaI6Jp/95LGOq9jfkscU1076wiPJ4BiZHKJyzCkAjtZly2tcC8djz+f43AxoDuPU1BEmufxmYGklNBdx3v1NFF24jtVLbuT0khh++eLXyOQQ0fQQHd6DixZ2U8hC1lJ92UVUvDQD5+U+4ugknAGenj6fL7COX3/xNvJ+t4RlLOe/xvw/DjTmsj8tj7EcJJ9q1sYsoPAzVXy36QGOp8ayn/Ek3t1I+81pPO27li85f0cutRxkLH4cKiiIzLFO4mghGQcZuCJbiI5pJ0ybMqow+ryFmMJmY6I69jEknQJVQDxcdOnrxNLJQS7gtcLpitaFQZfyDQ76ZHKGNWEFUPq3Xj9WIVXoehlOOKWPv9/93NTyMSzvRPzP1GWr1iKUSY5AXm6pbOJegj5FvTWJ1K9IhHWDovGahTDrFQgo0Mx8IQIkFNhJ6GrGGenj8LQLoaICri82jutVCNMwN1o0NG2qrq5yoASuH2949fmI9qniCDKDA2ArlnZ4MNG59LCUezEJ+rJgbgG0FcgzZqlrNQPnUO2vIJhEO+gjhl3qn6yeUa3qt1uGXzMJvareZzA5kACKs6AhS5n67INnKhGG4AoFlFDmUTLWAkZniBR/ZSLcGy1jdTMC7FYBq3JFY1hdCdULpJ5MRKq0tkDMQCvSoTdeAJnNBZvLoaZEQu0CLB0PK3bD4gIBhLFFcE892LMEgN+KaMlW9UKKXZ6/QaYHXgyTm47JR2LHJPgep+aBF8m7FmRoYShB0EXbNsPZLdlPmJ9/nXKmd/FudEgX62ZxpqKZpH4J8NBMMG/M6Q0x8t/LUF/RBvW7GZU7xwc4TXLTNmRtsR4ognzlR1IDcAQys4SmlQOeTcj8/Zxo1Xt90iYH4O1AQBZAHMQWqzQXR6RRjsXSDioQjdYkxPwwgGjA9JgEZK3aAe8gUA+7sjBSD7UJr8PQMPar+7uhJtqYWdOOMXd0S/0ejzregmiNbOp/J3BANF645FysMvWsVlq92HQksMlE4A9QPU9o9wagrhvGRUNvCbSVSLt5Crq+Ifd1qb0lKRrachGAGwHpWdBcosL7K8sJf64CZsqc3JEr1wayFBjrAH+8CfZSka7GVr37BsscwPLbQTCcd1DAlg9UT5J3RIR6v1ZGZThGR9OsdwNpw839T2jWuxc9RlaNlv5YA4JYr4WhTKIGVdbzw70P6z4UypBa69LALBqIN8FlZsE81os54yhkPvXBm4xlPPs590iX+A0lQ1NiogJlA4ygj0hOEaZ5hgH57iSOVlzE0YkfB9F0E0kfAB7cDAyE8+k08ffqJooXucIIxTeDNyWL4m9v5RQj2O67GLrgM5e/gAM/4QxwjAxqjuZz64U/ZRFrcB9thJVwTvVJTlfHgA2JsL0cKIaUmYfpJI5uopjm/DOFVLGdabQXp0EK9JdGMc/5IlNO/oUvxzzOF3iKEsrpIYpReNjCTP7MNNacWERvTSLnZJ6k6kQBmQmH8DAKJ204acMzoKy01iEksg1JhZIN3nVZ4Ib0r9fj3ZAFKUVQAqm8zVU8T+V1k6h/ZgLNV42m+Z7REDvIObHdjHUdpJM4jpHBTTxKw+Vj2HToKrLG7KOKQly0sH16AdOad/ONJ1ey7rqZ3MSj/Gfvz6ikiGRauIIXqaSIckpYWfUNzi3s4lDqGNzhR2i/NY3+6ngqLysil1oc/I3KE5MYleARvzHAh5Mu4vDgppso4hI6iT+p6EYyAsDqGaI95QgC1mIQUpyMCOZHQQ61RHKKi6jGnt9Ob36iygen52g8Q0GXld+PxtA3vYZCf1uFHtb1NtyaCS06mEgoUOvnnYwXP6bg7J3KmVCudShCzcv6kZebY5yntUZpJcLEPBQG83vhGbscX6qqXYYAmPkIOGsDKmBE5CkO510oTu3Li6XecoyZysIwkdCUAUtbkGSOJdLMXoSJqgCW1iIMRBGkjBLJlR2jpWkGqvpVRcoHIz3d5IVow2i29ObdiwC+AAizoBiTBhvQAl6d9DURytzIpPOp70qEc0mH8g7xW4lV7UnHJLoOqPaX6mePh6rx6lm7oaJTneiHhhZISRcmYj7wULryE9st4b0dCLCajGja7ikRSXnXGqiYCt50GftbgV25yhyyG2zRAtrKS2BtBVxTpEwpgcICuMYL16Qr15EsMbfKV9EzF/fDfLto0G7FpBrIVuPowCT1rcE46VcxdA7VjEJMvCIQZtAqsTwbSfQnTM0HV86ktYQP3m/mbAVI1racCahFILuVui9J/cxH5pxf/U9ChBWaAQeZj22qPQ6MCW5FP6LpKYHseJWrzAv0iFAlBRWlcbU8277I5PPTXtzNm9RD4hFipDT5nkHEzM8F/haExqQhdKMTCaihih2hR9RDIA66GlS7psoxGqVNdABR0BAdMmZKy+BJVNc0IlqzDkQ758K8Wx3UoF+da0FoptvUzwHockH1eHVPI3R5ZPwokeTU/vWwwUVQ01gzKObg2QjoKvsGsAq6pgI5ci5WvRfPbGA9eLOE1pUXgP9Z8DrBViIk0ZMLnt3ih+dIl/ccACrihCHZhXnnKRga36beT6/6dCHvzI9JRaDPB7VnYIR5w0mchyv/CjTpndbyv2vRDGEUqMAZQwGxlTm0WY5by9mwfNY6oyy/zwTUFAPsQOhEISRe08hVrJO5GAO9V4G9RvyN+ogUupMMJEIbTuLolGAWiBaNk4gJWzhgh26i8OOgj0jCCdBJXDC5sx8HI8L7mMJO3HjYzsX8/uCXRUARQPbr2+EO7mdB43NQZydhfjOdxHEEN6eIpGLHDC6duoFftN7FF5N/DfMjOGfzSdwuD4cbLpTurkTWy1ywMUAcnRw8cQGXJ2xkgHCe/e5i2LUPHhjPt0fex6V//AucgBFL+jhGBpkcYp8K2rGSJZKPbC2QAs6pPnpORpFMC7XkUuvLJc7RSXtVGhGZHfTb4o21jWcr7MoBXgTbLXjHZQmPkgQ4JOdaEZV8k1/wjSUrhc9oBq4P43RhDPtdeRRRSROpjOEQN7CKnwT+C99AEu0Vafxg8g/ZEHk5uxflUvA/tVzt+yN/dl5M05j7efjQHWwfczE3sAo/DgKECysIZHCM/eQxesIbHD56AS8yj0wayOQQW4AjJ9wUJuwmjk7acIq2E/El/FS4nwsTD4u2DCRISBMCyFplTlGv5kM1AvhzgJ8Db8HI+uNgh4KMKooSXmPb5Fkm0nez1bxRz2O9TqxaZr2+3kkgahV0BCz3WddFqGDEuhatayvAv1BAkH+1kNtno43QxGeSfI/DMD1VyMu/Btl4l9tFo+JWt65CAMP1yHE7yvF7kONx50swi83phtHZPKiiPQIr+sVsbmk54ILieGGaChFAczOweivCCBUR1Ly4MT5PG+qhqgKoBPtsuLsI1kVLe9swOci6MBt4hepXwIswQbOBRZKo1V4MsQvAfb16ZiKCKB9DmK016lgPIi3vkCAbnsegbTXU7APPPhmH+Wps/AjB6VLtzo9XfmslagCVk37zPmE8VqmxvBfILADveqipkHo2q3exQX1mLUIc95+Fe4/IMc2gEi050VaqsVpYDHjhHp9clw48kA7eSmnXQiDbCUu9Mm73Rogz/83qnVwPVPlkM3Jgol6OwwQF6cX4opUj024xMr7BTbCD95Yz6JPywZYzjfuHyeTZQj7WYpWOW6/REsFEBNhkAWFGQJCCAVrVqAAbyBrSwhEPJudWsUtpg1Ba+FXihzU3Xs5vqJfKSrJMwvquTaqiqQbspYDQjU0IbcoiqHFKR123H+PHtR6YDkkzZD27NehRpXcQGft2JAx9j7qvTtVdhPExy8HYbWvQ1o4IjJ5DxPgdquOj1LVlqq071GD1qHpmY/zFtHa7RB07gCzgo6qOHDXY+xTYnKfqeUrV2whdtVB3RB6XEqHq2iafrt3g8Umz3SDBlSqEDo0DAas+CDws78uNopEdEmrfgwLFYUD3ULDVBgT65ZgWjNmw5HbDWDZoUJakPplgwGuE5YZ/VhnOl+1Mn49jsZpfgTGdAvN+eiz/rXtEf8h9hPwP3U+s9VgZWF2XpkEgayTOaGznDnJV+PNkVXqFuY6B7THFnMw/h3xeF/B1AMiBwdECdKLo5hQjaMUlDL8GZwlyv48k+ojEh5MkfHQSRydxtKnjRVQyje34cHInP4VdkHLZ4aD2LKdoDx7c4LVDEuRHVg8BZgmFzfyGL7MteRKrZ98I6/r5muuXHH7pQuNmoeQvZEIqTbSQTFxCFxkc49uVv4Ll+2DleCbeVsH3+JEAjZkwnv1BTdl2LmbB0Rf4yy8vhYcg4tYObr3pp9zEI9wbczejVJ7E/oZ42nelgR/6vfHCgyxG+IybZ6hxnydtmovkY6zZB2vhlS1zKaOUhazlKwseErNMLSD3grcyS0W9zOAQY8ikgYljKwAYOb2OE4+kcBs/Z2LdAZ7+9nz6H4jnB/yQG3iCnDGvc2wggzUswoObqexkV9YE6lPTKaCKAnYzloNkjazl4MBY/sw0nPgoSniN3rZP0UkcTnw48LOfPN4igx6iOUYG7YV20ZK1qveeo+bAYdXdVGRL2YVo1jLUsQFk36qHCa31XMKrJM5qNLEFbGEMn+vMOr+H00APt370mrNh1mPoGgldk4GQe63Hzlw+Ykr7zwwIcrYSo+HMGtPkd0oE3A7nFJ/k9LoYYewzEaK0Apk0C5GFcC8y/gsxgSIeQXy18u2yUT4SL4t+NUIA7GFy/WRgSQSUVUBmiQnRvxLhSZbUA+2QOcOExJ4VL8+tA+7ZhzBIbphcLECoV7XhXoAWMRHKxDBq6/oRipmImBUpMyb2AXHg0aZJAejSjFUP4jA/3nK9V323q0884jjfQ9D8qOEx0UTFlsilKcgiakCYCK86lnK98m9RDFXXVujKhGYXVIvDMaVXyLhSDkyXhbhCjUMxYJutgheUQ1kjVBQLoZsLbBgl5o8NRXJs/ihY1wEP7IPm8UIIlxXB8nJYWqIkcOkSPXJFhETIfKgFVrhEA9fshM1KI1doGQq3+l2unpuNvP9mdX4cUDNRjVc/w6vAPykffvmgxvz9kNUzPds2zDWaMbIRBGdJyDrOxgSo8SDrYDNGMxOLzMUylNkixpwNBMARDSyRNbgZCKwHMiGlROhNNYiUxAXMlvleqo43VCJ0pFRV2CO5CZNUewIV6vxsFXUQJCDGILQFkEUyEexOZR7ZgWgJKhE6o8chE9Fs7cFouPT4HMCAVxXIg34EsLnUb6/4pfYWqWdq05M96lOKAb+NmMAHWeoZiWrANUC1XlcPjBRNV8CLgFF9/RFo1sCwQbU1U+71uIEcyI6AuhwIPAsVC1Q6hAUChts2QdVsBb5zxW/Pc0QSbicBbRHg6QZHtFQbALwRSiiIikCJAW4NyP7iwAA6NyaAS8N4DC2HoRoa65y1Mv9nmv//qDDp/azPjxMdDZXYW5lHPX9DgROWazRg6+fdxyWAEUzo54W2xSooCgvmVJ0+Zgtz2Kh8TIFRsJ884iI7mckWicxoh/7zoCnhXJJp5RBjaMNJJ3FMo9W4fCbAYIyYwYUTYASn6CSOPkbQTbSYxNHJVawjjk5+xPdovmM0LIauk3GQD7MLnqNyoIgf8X0+XfQKDUqAk4SPSl8R2ODeyLuJpoeSJyuhFH438vPczb1CJx0YS4QkSLnwMH/DQf3LE5h92XOs5woRqD8zns8tepICqkis62XwBngm8UoChPPCS59n5+VTcfA3Eewuhtlff47/x38xuXIvpMLejCzKNN30I7Q4G2iGc697i4HscCgBZ3gb9ZMnQGmvcqm4B0EyE6Wd98L16WtYd+FMprCTqq8XsjdzstSreMm/7L6UvoIKwhlgDA3ksZ83e8cyJqaBEbf1sedHxfzn97/Lf6//CVv++2Ge/J9bmPntLfyQH7A2fCG/Ovk1ZsZsoYDdHGIM+8kjlk6msBMnbXQTjT/8U5RzCUVUMpaDeMa4aSIVH07GcIhKlZ7kU/iJops3GcvkjL1CLgcQ37OTCFh7S3XRh2jUbAhwy7dcc0KmaslnyqkKL2Tj3Dmcbo4RGtcQjcnbp+e/FkDo/6GA60z0Sq+H4YDdcJrmUBNIK608s8LqnykG+wjKe+leRMi3JnY6ElGOAKcuOP1IjEny6UZ+e5GFEovwLVo7tByJ4HWvUkuPs4P/CNw9Spjzh4BAPZAlYCATeQ5boWSGzAMHcm4F4p9GsQk3PVed3ww0dCOMhRsKF8s5v2pfFcjMTpTw+A1I/p+g5HcHYmcQj4gc4g3/gA+SFhtTPZDNWwO7JEw+JW+6Wgzpcp3e8B3RAl66jkDsjXJt17MyiA1AQzJkj5Jn6rrsqn+BeOgaL8xfV730sXei5DuLVWPjKYHy3dDVCkyCzU5p42Q1nhtKoLdSIk+uKzaC8KoikWo358qzJ8eLycAz5VLnMuDuEri3EpYXqeAfEfL9CBBwwSMdkBSvIk5GqzxOKpBLgxriQoTQr0KAYCZmf7WDMJ71GD+Zs9lAPykfXNGCI/1SPizS+G7vdDgmKPSc3kjiEcFRuqzNBoy5WrO6pAu1/jDr1bq+UtS5OgQ8BQN0DCptzgH1TJXXrOYIApamAokCopJQAYPWE/Q9oxOIk6iPXSjatAMBUjfKc5s7EG27WzWsHShSwTcqEM3SdIQOu4CRwFGxAkgHGryq/xr4ZKr2LjFjZI9WQTZc6tk2sDkh4FPmknGI5hoEpC1CBFJaUHVAtSsN6MY4O+yQtpKHrFntM+pE6Ol+oetJWdDmQjSEjaoe1LvLVP8b1Ri0A3ugLk/VUww8Bm03yhh3zQZ2Q9d6aJgtIK6hBAKVUOOC2GiJqEuEsYZIQvYATWcaMEXPkQAyFn5MKOsgX6Kj8FmZDiw36hIRcn64Mtya+kcB2zuV0Db+uxfdnw6MD02olH6469/JxHO4+zXTah0/63kt+NDfUWhf6pype5jJFmb2bQkuofZ8O0dwM4ZDTN64F9+cHpgKER3QkxDNyNbjbE9OxUcSTtpwn/AaeQfQlhhLG04GsBFOgP3kUUAVpxjBm4xlCjuZx3pWsoRXfjRX5nJSP127zmXuZX8kkwY2PfNZsMEXFv2AB/kGB7mAaHro3xzP3Gv/yBxeYjK7YC08/eJ83iaVo49mG9qZQtBkM5oe6tdMgDqIvqxb8patgNuLfoITH1PYyZ7sHPaTRyVF7CcPeuH4L89n4OZwZj/2HPNYzy01TwpPEw+Mgtcooonz8J9wGD9hVY7vPZ/0CfXMZAttOHFd10opZdwz9z7Y8AMR7LsRnsYBLIOrV/2RRc41EsLeAfbsdqYk7CTywlNsOvhZ9uwoxjc1iXAGGMtBLog5yJuM5SYe5cHvf4p7f/hjSn/wMqte+RrV376Ibz/7K6oXXMAUdvKHDdcRWCR5y86jiSoK8eOghFe5mO30EM0hxlDTmMeItD4uopp8Xmf7wMU0hGdyAW8GE1QfI4NkWkVjWojI4aoQ0nq+GoD90PiZRNIC7eJzFsBEG29C3vkJ+Uwpeo0pCTvxuxxUlMyQujxAQO+b1nmsv0NN4d+JnmkBiG2Y8wHLd8Qw11vpkY13itb4EZs1ftTFKll6pxJK2GwY7YUCaLMilL0/wmRno5ymMT5mxeq/DZlkq9Xjlyugsxjw+2DpKLlmObKBz8oyUR2XqjDSs2bINW4UOPMJMBtXLHXXIcJdP/BQBzTsRjRixVCYLs9di3LYV21KdwJhilE6Iv3CCdlhUFwC2bmSHLkw3kRcLAZud0r/ClX/NmM29hRMMtpdmGiNixFgVYKR1toBRpn7WIAMTBTClFRC2W6ppxkTmMCj7p8LTM5SjToAXYrBWqWumVUgjBuNENgq9ZSpe5cCs4pUnx9Tfi+qTnKhol4W8ThgYQQklYj9+DPqmtuLoLpc6pkPtHWIT+BkoCRegpQ8os5NjoY6n/QhFuPHka/GrFyNbSEC1Cajkr9qU1Fd3osZz0f9sZZ/NXPl91NCQ+kH/oHPO5V3G9PQunos5/Ux/RuCDvlJmBQN2jRNCwWKMRo1DdxSMBFWg2tMM32oA43AVHBcIYf8PsSUL0dABxEiePJWgHeV/KcEk3csIGCguRsxewZYLO1rPoIIktJVQ3UfW1Tgo0bVt0YEsC1CAN9IY6JDuvoUq+c2YoRpCFix6THqJugXGwBD8xsJJrYmTZ5PDmJa6EI0ZWnq2R4kcmUr0jGPMEWMV9dlqXp6VJ86oK0eEbqkY7Ru21Tf+xFwOFXVkaeO/UEuy3RJWwLlJmDHuAKCvr12hF4lFUl9XeXQ221MTLtUk7taoNerosNifBJtqrkasAUIMqBBTdpkMJYRWjtp1eC+kzDhn10+TsDMSmN1v/TYW+mHlvj38PfFSp9C6XgoTbcCu9B3rIOARCFCBOWTOhcWsJYrWE/MltOyTPKgmovoIVpymFVLLrM3po6GXZA60ER7sp0mJCn1RVQT0Ycw4AlAJBzkAiI5RRydDGDDj4MBbOxkCt1E8/WBX/Kp9l7uG1gm+30JsDkCkiTv2OtcpOZyP6cYQTQ9NK8ZzeGjF5B4TSNLWMmP+T6H8y6k+MWtjOVNvn3ol6Jtno/hV8aBfVw7h5+6UPb+Jb2EM8A57pN8uugVMjiGkzYOkcmN/JpbTz5EJZOIppv/XrAU5vbjDG/jSa5jEWsEVMRD3RUj+XnyVymjFBsD9FYkCk1OwaRKXCvmiH4cHCODaWwnl1piFx+HVWHG9ULzEvnQPyue1T+/Ee8LWdAAAwEbGRzjCzzNj8feAe5ejj6VzW4KaCKVUXjoI5LtTGM5y2DxICUvVUIGVB/7NKTDj/k+I+gjcWEjNgaoooBITuHAjw8nbzIWJz5KKZPk21471S0XsZ88HPjJDG8IBiMZq3LR7WQKx8iQ95KaYKzED2NyoL0tvmmcQOR1fQh/Z0OudyIatDqIeAUu4VVKeJXRU98w0bOJwySntharlsyqXdbzPhDyDUPXl3XvHu54qBbuX1Zz9s/QCLybJDy0TXoge4CRYs4zDtncmhFCBMaH6XZk8S/HBLmoRhjw5QjvsARJUrrCKU253Qe0wNxcqc+j6iMg4dwzEYZ+HRJunkQBZrq4EY0NK4HPIdHCVHvsmEAUdCPMUgN496k+XQu2URJAZLLqUwXG7MWrnt02CBUeqAggzEQjwkC4oCFOqYo71Nh2quiDccAoE4xEgxItyY1FNIdEQ7YL2pSGixz1DsqBB8U8py1ZHc8RJsirHpUN1E0EdiizqCLwRJiIk47xAth4DGpKoWuUnCsG0sfDqvHC8JTnQaZTNG9rs6Bmk5hBlqCSXI+XCJJdRSrSZgms3QobZkiQhLpKuLdIAoL40yVvWm+6GlMnVPugyyn/0zGmY2sRf8JSDEOdhIwrbhnLf3m/iXeS2P5fLx8WU6jpmKZXWrsfgLoIoRluDA3QdMCP0K42VY2+xquOaWbeHi+//V5kvc8Ah9YoKhNDe4kl4mo5ZqOzBMCgBdEseRCBQ4u6brzybWrBZKXNUc9qVX2JQxaLojOkyXO7otSxA9CmEUWl5blHEfDQjvh6TZK+cwChWxHq/FFE89WoPtPV86NUW7SZYqk61qLu9ahxj1djEQWUQW+7ancP4o8WL8eDkSDT1W+v1G/LVaaOmzDBSbTppVOEawGX9K25CNzF4KkEHoTebyo8NFvoV3Ul2IsETO0qhoCKROlXbW5LNzSHKKHHXerdp6vfYLF6wGjN9O9sYFeyOqAZFuv8Dp3rZ0O3Pk6g6aMqgwwFZaGmUpo2aMYSy3mrBP+d6LX13UZhpP9a46B/a02qC4iXU5Nh4vQKFrKWC6sPi+zXCUwXk8RkWiX/WCTEnexiS8xMLqw/THx9PxuypxFOgAyOcQEHOZlwDjG201LvaOghOhhsoonzgr//zDSWcR/x6/v5/VVX0n5fmomYXAWfvukVuommllzSF9QTRyfPcxUuWoQeuiP40sjfUkkRj994KzwEj3EjN/OI5EddahnaTPn0ehIlGNiSCH6c9l32k0eG6xipNKnkyqk86Psm/TfHQwlkfn0jN/EoGRzj4EgJKe840UVEH3RcFsGRcDcruJNySvDuyBK6qulyHSqJfL+874p4nl26GOog9dtv00oyXc1JJgaCDbOu7QgZWo7wLinQvzqel28rJYNjFFHJr9Nu5KvFv+HALyfyt687KGQ3GbzF61zEJCp5dszlLPBu5IKsat6syWd3US4F22pZnz+PBxNu4yBjeZErKKKSTuIYwyEVa3ME+VSTx3729BZzuiaGffY8YhM6uYA3CRDOfvLIpAE3R3iZUnYyhSnslPHOQkjxNoTk24FIGN3ULPPqaoT0a6OOqxEA50OMGKqhaPpeOhPj8JHEw/MvkHQinjAIaI2vnu+hlgB6zVhNFPUk0EUrbfT6CBV0WNeiLsPRxQD/ggFBPkip/dmWd5Jya4KmPx2W+2bLgnegwhUjgENLIdMRjcs9GBvhCmQvvxXZCBcDdftgmVOqvL0WcMKyXNk81wLPeIF6KHEJWKgDVrZIbi7SJAeZA+O/VLYJ6IH8b4EtHQLd8uxiDBCiBWEC1CyO/SZccxcsTjfarA2q/bGYBV2zG5orVScUsCMH+BYyGJkEI7IFpfg56ngrUC4MRa8X2AfVa6B5jbSnC0lam+8KJlck30lwwThKENMiLU1WUureevC0KBNIYFwYZBer55YhCV4Rn7HVCGEtuRE4Cp41UF4vgMiB0pZNAl4TH5kyJJBI0myoXi/XBdR7owg2VAiRXArMnwH+fTLWpUWisXxE3Z+ZDuXd0r4SxOSroVt42HUyLMH5kI6A5zZM+OGkCDWGcfz7lH91EPnvVKw0yVqGG+NEgpEE3REmwbwNE5WvClkLZYBX1ZGCieZag2jDmtWx3m6Z27QTBA1+wK/WbuYomafefuhdr9qhmTRtiteOALNrJXhQ0Nd0Nji0X2q9ansmIjxKR6RX30CIXx7G56VHXetFNEp7VH3a39Wtrs1Wz45Tx1oxPmZaFNuvnqdNFTWY68AEKLlC9V37WGViokEmqnoakaAfOjiIV12r21aEMZXciuGaGhSA0v2NUy9nh7p3UAGnLOl717PK9LJI+tS1Hqq71RSZCOyD3t0ml6JjPMbWPs2YtYK8GztG2aWZvwaM/2EzJrR+CiYwiD0M4Zis5o3vt3wCzN5/0fyJ1RdMM5rDacp0ORsZvFW6b9XIDac1iyKooU5CpttcuIp1TKirN2l1xolLZzgDZNKA6+RxyAL7CcT3ygm0wH7GD0ke3Rc5ItiM5owEkmkhnAHaSOIUkYzgFOuZx6fw8+W630Mq/Df/T+7JRuTV+ZIUuYzLGMURSiinm2gqDpVKVMiFQNIgDvz85L7/AjeUTy9iO9PYdt8sWAKjp78RzGcb9N8sAdIjuO6xh3HRwn4VfbGNJBoYw3rm0b88Hu6BBV9fzTxexM0RdjIFB3+jkzhWJlxHe7KdB8O/yXX8ltWHluD9ZZYJxpaECHTdCJlIiZCBKt8Kc/fB0lo2PH41j2+5FZaFiS+8BnRdkDV1L4kLG0VAfTtG2F4O3h9m8TTXsp2LmUQlvxv5eXBD852jqaSIaHpIpYn95NHHCP4wfR71WyYwZ9yzTFx9gOLpW+ldksjfcFBKGT6cPM9VeHATRycZvEWAcEbQx+VshPRB2CWg9m1SiaabXA4wQDivk08cnSTTwkEuEC3jQLfkxctCvpswvmXbgLegLnWkaNROIqRzAHpzMIYJb0FYNRRQxSW8SvHIciMgH5KYOnT+g9l39O8zCTOswE5fO1yxAr5QgfY7805ns2o/5PJRSt5D0bH1uG6LRsw9QJGYAtoxeYK0RqoLoy6tQAEGZBEEEB4jG2Ho/bWSm6wOWFcL5AqY24WYCCqiRHGWgKsHEFMh0gCXOM4vRBbfOi3VvkImbI163u3R8uxHQExv9iAAZ4Fcl67ufwYEJPcA0SYJqR1xJA8CsgDCjMTLzXaXYhQ8GCk3BM2XKFfjFydtJk4NShSGUdkEJENXOlR7pH+OdKlisqrKO6iepTegLCSvz1EEDDohMBVqlOllthPaZkObjhA3GwKDsKIVFrrgmhIFfPdDVyOsGAmTR8HiaElMHagA725YWSASaPsVkjB2XR6UOIW4rSqGByogUCzEsmE8rNsKpTMgvwCqa2FzrgC0h6JhQzdcr6JiroqWPqWEmRxTKZjIeLswdu35QFmOGrdQ7ZmW0JzJd+CT8o8VHRXwoyxnon1WQh9K2K1FaW1s0SY8ei+yRHuxCGkGxRdJM9ttqNDq3aaqXh9Gg1RseeYOJLdXropQ241oprIQ+tCPTOZohO40IMAsWszpaAEWyFr1DCIETwOdHIwZgrIkoFX9zsGEsO/E+HVpQOXGRKrsQUBSN0HTyKB/Vw4mX1mPOuZU32nIO/AiO7/2J9uPyXeWjkRubEF80fTmvUddPxUTGbIfYw5aCsxQ97yGAYkehFbmIUBwh7pGBT1qngrudMgfD9WNSkhWpOo7oMa+SLWtRJ7rPQKMMhr4toC0N5AutKXLJfW3RYkAyIGZC9WYxNR2ZD/pVf8dGNP6Ou17Fm/pa2g5k3T4gyz/l2mflXfR43omGqLB1nC8Tujx0DrORmsWb3xWsyH92nq+wFPwMsJMny/Hj8WkE0cn0XRzyh6B/YJ+aILc1Fq4FDgiod+TaSWabg6RSWF7jTRjFCrRdBOHyOQUI4Jas+ajGfxo5N3wMmz4+qUceHmiLIeH5NZz73qLJlLZTSE38SidxHH00FgoD6N7TBRfufAhyijlnoP3QR185Qm58auP/w5q5P7Dh3KNCXBKv/ia+30U/20P17CGtSyk5uX/AODYZZ0cI4OmE+cx92d/5CYewcYAAcLZzsW8yDxi6aS6L59tzZexf+R4Hj76DQksVgz2xe1cnLCdCziIh1G0kkzgynDePDmWrsXnQlsW3Kw0aw4UX9mBBDbKNQKXANSvHsv0tHKSxr5Kw12Z7N09WeV9BCrg8FMXsv3aFgDmsJEfX34H3+u9n+OPn8/A9eFkhjfQozSOX+J33D3zezzKzbyy+NP8jDu57Y8/537u4CkWU8BufvLGf5Fz4R7ceMjjbU4Rydukksd+5o5ZywauhjL42wQH3UoLeooR7CePU0QSRxetuNjOxSwKX0P8yePS1hzEtFHL/h4C7CrVwiggATq2QfwB8F+aQEreCbn2BHAAEuN7KSksp5Zc8T3bjFhYDbE6AdkbIiz/9XzX/JaN4YO06b3gneieFnDo+q3A7J01Zx8xOAvjozeDOhMQ0yWU6dUvLVPMRzSocajLtWljKQK+ypANrRQT/eoa9X854K+H+blyz2a10S5EQFRzN7LpjxIwFwDu7cDk8WkHh1Psnp9BBdDIEgARq56bjzlfU04QwHCjMZnzo0wmdyMMTbpKeork5OEAhiBPVB8nwuyoSdVbT9D0hiJjLqO1Ps0o/wZVTSzQlYMwKipyZMpsi/9JGrAf/DuAPEnAmoJoxBxAIN7486XnQkCNIbuRIAITwVNg9ppx46EmBwnrXwpEw9p6KM2SCIsPpCFMUiPs6gFyZdw2FENvOVALNbnSF3sJNByB8oA4888FVhfDQ1uha4YE/rh3BpTVS2jx2FworxTfj9uB5dGwqhvmKwndWkQiVoLxA9GMVINqv5bspIRBcxqGwbSul4iQ7/dTPgyz4n9mFNZ/h/Jex3s4GqVLFCL4yJTjNqcJ3KOZJS8mwbTeI9yY8Ppd6hzR6oJujJbJbfmvBDxJ6SoptQ8BBzkIjdCCrAjgWWSTmyfP62oBEiGlWNGGrQjoGanuTVP3anqnBTmJGN/LHcg60NECixDwZBUcNahr9HUBNT7KHDoIwBIxEWXHW4Id6XU2CaFtWtMVr+rLwgisclSf3QRznoFqUwTG5FFrwrR2Lw8J5V+O8SndocZhqqWvyDWeRaINZTZC63owqQI6Ec1ju2pnojpfDr2ZYlYdbEut0GBbmPwPIKbqu8Isfq6YqJ5dg1AdZkLqd6lvh3pUwEp/tFkPfPCg7P8yADtTCaWx78TXWBnA4Y6fCZhps139O4qhgus49VFaM62kvQau5wlGr2+WqZkDFEFzVgLRdJNMC2+TSkN4JhPjD8DrMDq1mReyPsOVfX/iEsppJZnzaMKDm/9oqoFUOJyRQhyd9DGCY2TgwM8A4WxpmcmnR24Xrdll4gdFOiYK7QOQwVtsPDmHSTGVlFLGI9wE5TK34+hiDht5fM2tsAyKj2yliEpm+LYKz7G8F4BzYrs57YmRqbwqQpZvnZPv8yOOkcHjb9wqvmfXgOOyv+HAz9KEnzGHjbytQtXXkksVhTRxHi5acUd62FuWwsO2b3HudW9x0S9e5zLKuIFVRA700RceSRmXsUYJtP0xn8Ix3U+AcJqrR6vcqMDiWoT+FIkrxyx1fAWQbmfbullkXbmX8exnWsGfqS64iG6i2LO7GJbDX9Iv5ch0N53EcQXr+eqCn/Prl2+jvTqNg+PCcUT6mcZ2yimhlJdJwsdlO3Zyy9T/pbK1hNzk3dzJT/kmvyAhs5kDuycypuAQc3iJU0TSQCYuWpjDS2y4fh6ssNN8cDS+sdW4OYJTpUPYTx5uPDjwc4wMXqOIkZEbBGAVIsJrHRREkWN3n0dMX3NOE1cFVIHzxAnaR9lJLOyVe1qBI3DuQBczi7aw5cKZ/KX0Uhkjj6bBGoxpgBU1zDE990MFI/ragOW8XluhGmhC/mut2zvDr3+CWeNHYcJoLYF3+fQM820DXBDol5/5GJ8zD0q1jSBxrfVpRnyMtDp6KVBTK8E+bMDmI0CRBP7oRRKI8howyoTfXw3BBCB0wjinTNBVtRJRMHuByQOUgmCQXuDuI1DzIBI1aYEEsxiHMB+7+iU4Bf2QVACOUcA+aHsM0TRNBG4BlkDstySfGcr8UjNeSfESiGNurjipp6jTmYiJXibSzkKMSUwX4A6D7HSEQemH5nqEIZyNME3TMSZED0PzgxINbhfCXKZjnNa7VP2ZBYgmrgEoF3NOgJoWiV427kb1ovbJ8bIWAUbXh0GsljgHJNhHBcoPrUTee2+tAeJJo+TBNV5Z0NcAzIBVm8RcYD5SV/k+eee2IlhbLkBsCdLPdd3yfsaFSV0VmBgGXeqda22rB2GECsGEDNcE4oOUoVhtpD+oz8chIIhmfiI+hE9osb3Lx3pvlOW4llorJ3zcMn80ox2L0YIoKWqwb1qL5sESBawbAUftyLrIwwCeMjmWlK78IVsQADEVmZ/x6v5NSCRC7XMFJroiKvDHJoxp9GxpN40IWNuK0LxJSJTHgLp+pXqm5gAnIhxIDkZj1qE+OapN+tqA+h4v4JUidV6BNgdGIxT0a2snGOmWEoS4TlSDtQdxclDCnWDgkSzVV6f6rZlbNwZQblL9LFZ9d2KCi2itmUs9byrCVZTJaTcIrduj3ocSGpKDAZVaI5eIcI/llnbkSn0BLxIRuEXq6EXoqwczT1JQIA6LD6wqSRjhZNCcVkuU4cxz/P2WD2rNfdSC4A+7RIX8tvZTC1dh6HuxArLhhD7W46FgTD9PB1HQwXYSTRyffMhasJdreVqmsw0ogMNZKbSQTGp7Ow78tJHEIcbIcj0GnIRq8ukdBf9xpIbXuQgfSSTTColizugjidQ+0ZqFM4ADP+uZx2lvDN/gQTgMj2UvprYvl8TMRtl758PIRXXsOVhMV825fInfEc4Ar1Gkoj/3E0mfgJ8q4B6Yx3oe4Sb6b48nYUUzI9M8AGS4jpkcglXAMrh77PdoI4m1LBS6Gws5t+2hiNe4g/u5duBpkvp8vE4+z3MV9+y9jw1PXs2bJ8cSRydf4reM+8pfOWfWSR7hZrZsm893Nj7Eueu7iPf1s13lQqsll42+yzn8xoX0EUlriwsmw6UTNpB4TSOU5sK4BVCSLqRjMnB7r9IclsP8Curvm8AOphDJKYqopIjXWFCwGpYPwmZo/p/RPHz0G2xhJvm8zrjL/krCuGaiIrs52uimgTEqUEuAL/Jbzp36Fg/v/hbHk2P5I1ezZ3cx93EXSyJXEuHuYItvJq24cHOEAcKpJZckfHwmbUtQkdFEKkDQnLHF56KFZKLpJpI+Ca9/PuJDFqnmUxbwukw7MiDmyGliWk9DFoTlAW9BxG6I7DslJDQLSVZ9AqiHya17mceLML9fyHCSFtYlMjT/mXX+6/029Hfo+tIl9F7rcQ3srHXotXlm3ukjBmdwdgTznRibD7v0E3xx7ghhfjwIr9CA0UaVYXLElAM19WJil4mYJTbXwiylFl9bLxfejgCPDbuBCJhbIoy8H3ioG2FUJkGKUwBRHVBWDgREO6Ml4dkIYNj8LNSsQjbvzwITBay0qfNdHRgpayW0rQH/wxjTo9nCfDniIVuFvPZozs2LbP7d0FYLu8phw8PQsAmad0vOnepNcO8+eKgWVlZA2Xpoq1QgrNswALGI/xWJgE+exyhVfxayoq5VfWiAwIMS5r/Ba/abrn5J+tyAjA2LVH3bEKbDJUlePcD82QjF8sjYVOyWsbweCYKipc3N6ng+kFIg4+TdZHzw9LHqehmOWwFmQ1WljO/CaHlumU+0a7YSmQfVCJizR5ugMZnpwiRVYJgfP0bLUaNeSxIwOQKTJ0pLqYdb+O+3vFcw8U71wMdHc/Zh0ZtQ8PVOz7e2IZRRUkIjss21dZjoqQ51eS9mXunSjMwvL0azTQBZg6j6OxGw0A58DmKL5ZF1HQhtSkQASz8ykY8yVKsUp67xIJKmXyAN1CBemzprjVO7qiMCY7LnxYANrQVzY1Rd2kdsB7IuOhHivEnVsUfds0faENiqzm1CNPabwN+vBG2DCH3U/mleDMD0qOe3qnHXAqV2dY/2uYtANoBK1S6lMSRRjWWUOrdGLo8tQWidG2MCeQCjtZyu6i03Ps18DpMosV+NzyTVlnJk/Y1H6GccJngJqu0tqm3darwGje90rLokFlO61HcbxgQWMNpKKxgYToiqBZ//zPJxBGhacBNqHgV/b+6uaY02nxoOtA4H1rQWIMry3yoYigJbhAFnxeJrlr3tqICuRGguTOAQmdgYIEzlVm8lmU7igrmosEvUxmMx6dAETZyHDyeFfVXsTZWohA78dEdKkA0nbRwjgz0Hi5ld8Byfb32Bk5edw/NchSPST3tVGrSBfXk7/j4HVEni6UKqWM882khi0rXbGD3yTf70xpX84b7rmPCzXcy+7jle5Ar2PFsMk+FEmwPfScmpdnRbtnFhmQWjv/8GSfgo4zL+dNGV0NXB6K1v8AWe5hJepfTkK3SGx7EzcgobuZzf3/FlkSftgoKY3SxkLWM4xA08wddcv2Qa24UktQMXwK7kCfySr7HSt4T6lyfQvyweVsHxl87n9OYYSIEMjjE2/KCAsFsRnqYEsPeTnnZMQNrdJfKelq2n+Y7R/M/RuyS3HOL/99UxD2Jf1i7v754IHnj2u9SSyxR2khe5n4uo5jNpW3jy6JJgFMctzOSH/D+uLPg9i1nNhfWHubXgpxy4eiKvUsJNzkdIdTbxBDcQTQ9jOShmnqRSwG4iFgrvtrcxn1ZcOGljLG8CcKglk26iGcEpasmlLnmkkLgjmCC4f0b8zEYjdKte5lowAvYuiKk/Te8ohGdPQHKltci5mWzh0yO3mzyzQesCPa/12oq2rIXhABnDHLOuQeu39Tq9BvXvM9Vpyj8BnJ2NNuyDkui/n7apl2IvkIlfiOyLdYMmZ5cXk/OrAug9IpqlaxDw1dsBJSov0OpKIA0WRwgTVV4OpMNkl2x6uxDmnm1AqUgvm5HIjgHNEI23OGcjYCGYH2geEpI+TdpuU7m/OIIwB40Ic9ADTALHLZC5CMapMNNtPomeWKf9TyIQH68OhGnQTA8IpZmOkVzHqetaMSGNNAO2DfyroPdhAXK9qxCmIUpspW1Ictrge4rD+HksUn3bgTCFR9Rz+mXw2zqkj9njBWCyR13jhq5KWOdT2qoZBJNq71otKQdiEZ8OHXTAWykAKgUVDTMPeNZosrKVFquiXt7L7cg1FUekD6UuoF0CfhQjz6vwyrudpbq2S9VFugR42YC0I1Md70U2gGqEabSBgFe3ZXy0uj2U6em3fH/U60Zf+3HQnH2YZTiN/XAldPwDluOauGsGOVk2psmYOeRXH81od6l7Y5Fri5EpZUP8IPFhGK8WZK21IBMzUZk/tiD0IwsBEPuRxaF9InMQTk2Dqf3qE4HY/6apxmhtWwsmgmI9ZnOMRjRcn7XUlYgBTtoEsgFZ769hTAfTMAAuTdUVhwF9lQgHFK/avAmhn08hUrZ96rjW4rervuq29ag+RyD0b6pqX4W6V4Mf7YurA4uMV33MUseeEwuIpAh1frbqm6ZzHqBAPaMFvC1Ky6mFNT3q2gBCH65DNHG71RhHq2epPtjAmKlZS7sxe23DRGoMeAW4ejH+i9pUNh8JPBVMfaKlzsMJdM5GEPFJee9luHG2lqiQ/xpo6Ws1Axp6jWZErZYaUZbzUQwxZ0whCMxGz3yDhawVkNEL5EjC6TYVoRHER6iPSAmlfxLRiAQgl1rRpjnldydxxBw5zX7G08cIFZZ+DEm0kYSPnUwhwd3MHdwPAVgRuTQYkIMyYDEUJuzmREUKFMIXeJpKiljHVUxhByWUc7jyQuHrHHAXy2lgDBWXzJA1UApstpMRc4zmoxkSaGO+6mspzOEljpHBk7NvkSBndfFM48/BXF/+mARqyeVBvsmGO68WIf0yKH54K0v5GRdwkCbO4wIOkkutAKYsGJwDv8n+PCtYyisvzKX/+ngBESv3wYojYll1vRceklxoDWRyjuOk8KDZEJHSwTn2U3QPRINjEK4fhJsLgB544DGYHMHzvqtoJZk+RtBCMosS1vC5K58UEr0cHrrvOwCk0oQDP/N5HoAtzOQYGWzkct5kLD/iblpwcVfWPXydX8HyQfbcUEwP0SxlBbXksoWZ5LYfxo2H/eQRTTcznVtk/9lgp1pFo3PjIdXZxGlPDC24GCCcTuJ4lRL6CxAh+VTEavxNNS1HISDtLYTkavB2QK63n5Q5SCqiPesDdsPEmgPM53kJlKJdSIhjaFoIvYa0oMMqhLKCNSsIswrNrWAtdC1aSz9nQxvPGpyFhYWFh4WFvR4WFrZB/U8MCwvbGhYWVq++P3W2dX105Z2YzzN9RwGz5QXWIH5jZYOQqez0bcjG1osw03hh3CjZvJ5BovPlxwtDVO4DJklwiDKgbitQArNcJuJjTS0i/ZwNSWEQaFH/9yCgbLyAQIequ2E1JppauulqSpiKKHRE+aYdVSeKENvDGcAoCbPc4BUzQH8H4JToiXRimI0DCKORiDGhSlbPfQ5hjDRjlabOxak6DljGcirCaOhcPp1IxLU1EHhWhdS3qeOtCGOiAZtb3QPClLymPv2AT7SCdYMyLpmzkQX0BwRctYj/XQqQX4RIql3y3IZ9QohTotW1SL+rO+RnSTpBXw9Ph/BLjiygA9ZWyjufr3x1nvEqn7sseWfliCkqHbC5Q5icJKC3X+bMXCC2QKJY1iCMTzoGdIPMC5t+tRMZnrmyFiuh+DhJiT/u5Z0Am5VOWc/ZkLXUA7SayKV+TN4yD0pAZJHmxaoqtEbNqzUoykQJD0Iv0jFgqxFjcuhG1rqHYBCSoJZMM+pHkQWwA9HqlKhrlVabPIxJYBQCDNMRCcYk9bGpOp5X12QitKUfoYcHVAeiENrgRnZoHSWyXz2vXtWtx8CNAYlHMX5qrRiTSDDmg5UYDZg2d1dafxrVs6LU91R1f6MaHw1ej2D8d72q/hxgG7RtQgQa49X5bExqAC8CskpVP8oRjVe8ujaAaO10nZmq3RWqTs0U+NT+r+lCj/qo1CptXuM/nYTsMbZ0udaPsdLQAM2tmhkbjdEMJjO8KW6o9ne4zyflvRcrj2JlHrH8t0rp4e/HW/8+k5Ze1x8K2uLN8XSgEBLmN7OINfxHTY0szWRgKrThxMYA57Z2gR1OEYmDv0neq0hEq3FCgMBBxtKcncBCnsWPg46siGBUw1NE0kkcOdRykLFU+opYGLmWAqrYmlrME9xAgHCO7z4fbDDhyl20kAw2+PTYV4immx/xffoYEayfe4AUKL5pK8fIoP7RCUIvMwHbIBRDgHBYFgHFMLfgj2CDxMxGBrDxP9+9GzZXwNpFLBi7GoBO4vAwiueZzxZmsuHJq1VI/F4uvW0Dc9gYDLBhY4A4uhiFh+1Mo+6mkfw28XN85Y2nefa7i2W5d0kbKRkPdELvVqADVrVw4M6JHL/jfE4vj5Frm6F/Vzynd8XQXp4G9j7OHXNMWL4Vi4Br5Zpn4tnBFDqJY/vAxbyJmFl+u+heYsuPwyPw66duo5IiTjGCHqL51cgbmcZ2VrIEl4qYGc4AP+NOfvrGD7ibe1k15hoYB4+vuVXlUHuKtSykKnEcRVQSzgB+HBRSRc6CPdAGrx2dwiEyiaOTQqogaZDjR8+jkzictLGFmbyZMNqkYepTn1ZoT7bTmJwoU7we43ZkR3iqXYhJZJaajwlIxMdtouGdGb5FAHchyozbKmTSa8AKrELX15m0Y4Fhjlu13LZh6oAPKpT+bRgVCoj31MuDg4NZSIyeZe+hro+whA7mcN9WafVEidAYi7E3jg2Tsa9DFk6mOuevF7PAfGRvrPOaxKcbjgDtUBymzI62AjOEF2lAmPy2rQiDsEBF2dqHzDi1qdtdIm3wI5IayhDgMIlgUtBYpyzkZg3cdqj7pyObvzZn0d+Jqp/1yOusgK7HEEnyAYwTu2ZmchBGSxPqIlV/CSZyWgAD4IoQhmUqhiHIUe3NVO2/AmGonkdMn3bIO7AD6RESwTG4YGZINCJmI8EE9iCMUIc82+tT4fizEI1bGcHsl81bJfR0fjTYZ6g2tYh5Z7NPAbQi1bZ6qOmW9zouGtFIbpVAKH7AXSBtKt+qgFaW1PVMt5LElMhYegF3rtRXNajORUj48Ro1BKSJ+WgVQROPoE9QGxZzpiw1drqcSasVKmD4pPx7lncCaZoBjicYDTVJXe7FhFLWGg9aCDLoSepYBdBVj0xy7a+lAVMaQ9YCZarykcga3qPu08E2EjEas0qMr6ymTf0YDVQPItTxILRD+yxpWqT9vfao38nq3H6Mr1UrJrx9DobpnITZQLV5ZSIGfLVjJKRuhAaMxAQk6SGYkiBIp7A8u0O1x40JJ6/3Dn3fRIzWLk6NZytC1zRdcqkxsmHSAtSqe4sxAHGTGs8IdW8HAijb1TGrkEvRTcZjNIoaOKMicIJJkh1Q7eonGG1P8yN+dZpuSalQhex31ZgceQ6UVlbPRSd/z9icTTmT5viTcuYSxlAGsIe/B2S6WN+FZgZDx9zKdOrr9Lc27dIaBYv5VxIy1UtgZuQWrmC9iWWTA28kj2YAm2jNlJasm2hSeZs4OmXKxCAMM+DHgQc3577SJSHyw68gj/10EUcLyTjx0UM05ZRQ6KziDu6nkzie4AZaTiTT0xctc3ThIG6OUH9wAinTD5NPNeu5gsMvXcjlbCSTBn79xm3S/kd6cdLGXbt/IXO6ArHCtgWYPfY56m+cAAH43A+eFO2WA+LCO3n45W+JsH5FMZ9eIDnUThFJFQWUcRkvU8p2ppFwTTNzn/gj30m7jzg6qSWX+7mDVdxAOAN0EssITlFJETfyGBuZI/Q5CVgMEWs7SGxoJOXVw7B0PCyeAc/kAi5YUQkPdMMDu00SZhvCPzwDrLZz/CUBq+csPgnPRKscu9B8aBTVAxfRXpfGX45O41UuIYpuvhbzK+zV7bAWjv5nNq8OXMIWZnJL65Pcy/d5ouUG/Dgo4VX2k8eMmgquvPD3PPufi6mkiMXffgxq4G7u5WYeJZpunuAGBggnj/0cI4NwBpjDRpE51USwnWkcI4Moekh0N4E3gjacOPDTiktMYLWF91sE0y7EneilDaf4pTXJMR0ZFB/wJ+AIDJ6PmEDq+FH1kFXppZQyxk39q/Dh41BzXftUWjVjVlygtWehGi/reRieruk9XK/B/pDr/0FwFhYWlg5cjhj363Il8KT6/SQqRMI/p4RqD0IleGdCu6EbSiIwVV60DVkwWiKtNRt+BGz5d4MtS/bVMiSQBekq79luoAcKs4Qhb14PzJCJ6Ud4FMqlYneJbHhtWzEapn7J/TUXWNcC3vXIBn8F5sXGS3jsrn5oXo0wP25EZDIK4ysRrx6oN+oWhHkIYEJDL5EcaCk3qmcoJ3lHgeQmsmtGIQfsWZCUpfzrRolflmO8jIVjFNjTMdq2PIyp0A71XB8CEjPlucxDmJWnoPdB8D4ruZeIAJtL2turpMT2XMSEE4aANP8RIdCZgPsK1e8ydeA1CdSSCeIgnyb94DXxC7Sj+hsAtom2LID44DEbYXrqpYn544HxUL5JRewskHasQrCqrViiX/aiApe8Bhv6lS9QhORpawayVfS05g4zx2KRvni7jZ17OgjzqZlYGB6AWdXwn5T3V95PsKL3+3m3EqpNU8x08KMYKAcmoTTIGvB0EAyGg9OAtwYwWqdcdV5rozJl/TKo/pdj1m4EJtG8G5NY2YkBbG51vQaPWiMHxqw6CkMLOjFmg3XqvzZldGHMH3sw2ic3JghHIiYQxihMWHzNSBap6ydhIs9qDX+OpR+zEJqrQZ82cUlHOAPNnHYi9OQAxiQzT7XhNUzCaa0JAwG4PkT76FX1zcMw1i3q3kp1fba6X5suehA6maOOlWFAdZ7qiwdj4eDGaN86VZ09yDvtVn1JVP0NSNt6+00AGe1/RoTlfozJtZ6OvXqc+jGgt5+hczV0jp9JQ/x+ywe93v4dytmajlsZy1BmUp/XHH3/MP+jLPdYzRmdBLXw4yBnwh5msoXJR/aaYA15EvAhkj4yeAsi4WTCOXQThZM2bAxIVTFAn4A2UN8+0aSVcRlJfT4ChOMjibF9B9nJFJpI5Wv8igubDkto+pPzsNkGOFGeAl3w6TGv4mEU2AaZyRb8ONj27CxGXl7H9TzBU3wB1sLo373BpLRKXtj2ebgHihdtJcLdAWVw7si3efVECayFcX/8K7nUsnfLZPBAky9VpUKC2JuP08cIDjKW50/M5+WTpcqPykcyrdwReT8z2SLpA4hkjW8Rf1lzKX9qnEkbTlzK3LOJVCoen8GWvpl8ruBJPvPtF7i0YAOLnGuYF75efLLmwzkrTpIwv1m5TZQDPwVelPZ44dyZb0Fxv6zNe1EmkXC6OUbxRIAdEt1NxIV3gqMXVkZw+NEL2cgcuoliWcJ9RKzsgFnQvjKNPz11Jb0xMHLjcfJc+/kz03DRSjgDVIybyHK+C6Xw8J3fIpdaJvz3Lmru+w9eJ587uJ/95LGeK5jCTpz48OFkDA18pugFaIYDR/Pw4aSTWFLDmwQ8vjGaY2TgxkMU3XR8P0IAfjVBLVjEEYimR7YBDfIDiCYsEhEq7YK+SGgfZw+G3NfasxJepZQy8YHTLgFDQFmo9ix0DUVYjsPfC1P1Ndbf1msCId9nLmerOXsA+A5w2nLMNTg4+DaA+k4+y7o+oHImAHY2ZTiCBTARHBGyGdVhzIYakLF0qOOBfWArELBVjQqAoRK01h0BEiE/V671b5LQ93ORTXBXLQRWAckCcrxA1z6MpqoVMp2y0NauJ5jTjA5ks49GNt165ce1CiGcE5GNfB+yQSvzlaCD/x7gfsQ4fI88z3YjUCKaQVT78ErdeCQ/m79cqdU3Ac9B7yYBknXPQsOzkofH7xVzTL9Phdw/gjEB6sGYKGnzJz24e6TtthsRQ/Acdc+T0q/APowZ1z7oVf4dscUIA7ZH1YMcb2iR5o8rRkDui+rcDhWwBYQx1e1pkCSuQSAZJ32sq5XbsqMRpuoABGpV8BCXjHVVucyTccXAepG8LUTedXOFisao2liDktK4BJB1AenKXLEGo5p3KMbbjwncgBNh2t5tfg8noPikfLRlOOHQmQRGocV2ho/WWFvNyFTRjDUYUzR8mHQZ+tygRJ4Nars6MCaKRUCummtlyDp3I7ufBi7t6n8mMh+9iDDoAEKPtJYsEVlL9cga3qSeo4HYAQSUjMT4mPYjNGozxixQa4PcGO0emNxmR1VdryEmfuXqvkZ1fAeG7jRa+tquzmutXSvmfXSqTztCO/djwKKmQR3qmAZoWnvRgDG57MFEa9SWAy+qsY1Hgnu4VT0dmEiQAfWcNOQdWwFjtrrnNfWsRAzI9GJMRd0Yc0vt+9aJSTMA8v60pkWZcoNKfg3BeWfDaNa6LJ9YMMIs3b5QhgXeOxj7vwa23m+xMTSFRU/Icf37TJq0UCGepjEBhvrYWM0ZE40GPh2YBfN4UTQhLyMMdA70F0AfIxjBKeLoosMVQWdkHJGcIpoe+ojkpPOcYHPCGWAEpzjFCMiCsSrHV1VkIRkcI5wBuiOjeZ6rcONhceuzdLgi2MgcuvxxdNWdKxEaJ4MTH54+N7PHPE8mh1jrWwjA/+O/OEQmD1V+h5E/qGMha3nt2ekiTJ0vbehvjofb4fju8+m9NxHKYRFrWM+8YILnsc6Dwu+NGyQ5ppVDfZkc/u6F9K5IxB3jYSZbKOFV8nk9GCa+ikLKfKX0L42HZhiXtj+Y5LmFZMIJQDac8LqYw0bu4H4yOYSLFj6Fn/0DeWCHEterjIg8pXiI7xC0Zurthgrw+xwkpPgk5kE6QDmsrBV/siqC784Z3sYSVnJ72v1y3XLY841idjKFPiJZ6FzLlVN/j/2adoiFL8c8Tu90eJIvMYWd7GQKU9jJKm6gjFJ+PP0OaIDv7b2f5SzDfnM7V7asZwyHmMZ2nuB6PLgppYxO4mgilUWsEZBZERHMc+bAD+MkSNErhy4nj/1Ecoonwm8QYHVATck8mWtZrV4BYuMQc8cmRHuWpf7vAPsROEaGJKfOIUi2R1c2M5MtXOV83hIcRGuG9VqAoRpn67oYbn3pYj2v11ooyAvFHv9AtMawsLC5QOvg4ODud7v2DPd/NSwsrCosLKxKNr33Ut4rg3M2RQ+s9bsfeYNTZdL2YvzKGDSbVB3i02UfL4t7F2KelpIlKLyuG+iB/FEq59cmYLYBcTVbEYbgenDkSs6ZQAVG8joKklySY6tuDbJRz1bnIajbZRvC0Ggt0Cyk4ZpBykQYmB0Y052JyGqdB7ZbRFIe6JD6unziqM5upOHajGg/soH3YCTK2kQygInutgmRED+nnvkawcholCEMiK5nOiLRno4BPltVv3KQgACzMLl/tmGYK5vU1VUp42S7HpkL+hnJAqJqdqsQ/t9EmJcWaU/dJuXflaXeuTY12qrGqRh5WXsEoHUB6dEyL3hN8qFVI88mUSJYdgGxV0gdzyAgi4nKjBVwFEkbmlHENUqSxjaDEIUjKqiMmgJEEFwnDvVhJENlH58wMR9EGZ42nS3A+kdpUigI0yW0Tq3xyETWhzI5ciB0qQ0LMAOhEco0L8hMh4FNbzA+jL/SVEwi6XJknZUixA1k/Vdano+6bpO6ZyRm01JrgnpMTG1t6qxNG3VfdDCPKARsaPpUgvHhUgIoOjHadhsG4MHQqISaMQUTzEibSXZgApUcUH3aocZBm3dqLYHL0pd+DDDUwFNrsl/DRFvstzyznaDdVxDsBdS1m1R/SzEgLV7VsQljUl6k+linzkUjXISO0NiAETBlqXHap45pINyq2uNT9bZjwKsV+BGiFVMgNNAtec+6kLnlx/jDov3OojAmQf9o+TAESv/eAqqh9OkkhmfRAOtMND5UUh8qrdf1WMfHykhqjbHSgtsiTGCYQiiesJWreJ6UHSdEDusCJoMnIR0HfuLopJso2sKd9KnE0TrYQ2dknDw6HJy0EU033URzNP9cHPjJ4BgbmUNm3yGi6WYd8+kkThJc18BL4XPY2DcHuuwiz7FDVtFeDnIBzkgfX+S3VFFA/654Zi94jjEc4jZ+Dr3wE5ZRxmUiRE0HZvWybfcs7OntRFyjNCnVcPeE7+HBzZ4vFkMmXPmV3zOFnRDbC11hHD6Uy4nFKeCF9P+u55s8iBsPPpKwMcBBLqCSSWw4Op/+B+KF51jYyxR24sDPEdx4GEUqb/P5qb/h0jEvMYYGZrZvI5pujpFBJUW035wGDTCAjePbzlcBysJg3CKYXAKOaGiD/tXxnGh2Yi9ulwiO15TIe9tVLnnP/PK66/dOYIBw5vEi377pXrn2oVr2fLeYp/kCDvxEcoopCTu558q7+P3LX+ZcWhnfXs+qY1+jkzj8OHDj4Ud8j3ACLHh+NSyHZ1jE1oQZnN4cw538lGt5ik/hZyVLcOMJJteOopuvjH0IeuHACxPx48CPQ/zk7MCuMOLoxIMbD24hb2Dkg06EhB3DBP5oRcicNqQ4AuyASE7hiRkpW0oqEim0Cqb1bWceL5J1+V4BaEHtmVVzhmV9WLVnoQIQ67fGEsOtwx5LfT2W6/+xUPpTgSvCwsI8CPt5aVhY2GqgJSws7DwA9d063M2Dg4O/HhwcLBwcHCw0tsxnWz4IE6J+S11gBkxLPbUUKk8Ccmhpc5v6Lgwz+cT8+wCnMEa7EI2RLV0YoF0twB4BXdWAfyswW4w9qwHvVsAloZRtSFQsnkM28KnI2HRLKHpewziqt4jvGfGIlHg9hiGKRwCFlejuQKKQqT7hRoKBONU1URCoh8AmhDnRPhINmPDRGtBpSUIiwnzUYxzkbZgoaWCc5HXRpjYujPR7j2pbOQK6Gi391MyQZiTSMCCtB2OblS3XtW1S2oASBNBFqboB0gWIAWQuVuenSv/aHlNmkrmYvEsBBOB1y71MlXH0VshjU5yIZq9Dxr8NiB0v7fAcUdKqUmCNzIvCaOlT11b1nhF/Qg8wLkKeEVDRHhkl41qlmpGC9NffIs9J0te4+XdnNv7VylDaFGM582ED21DpmS6h71czSekEpXsOTCCZdGS+pKjL23wE16gNY5JGvzDbeBga7EcXpZEORmRsQQQWOyzP3o8BUokE8wUG+7IPY+bYqe7Tpo46AEmPqkMLlQKYpNMa/LVg8n9FYLRWVo2Vpk86ImMPAgKjLB+9GSZa6ulX9etr0jEmhvWIQKneMi5plnbpOdGIMZHUgE5r5RoxWkkNOLMwSao1SCtT9ZUi9EfX8Zrqu8W8PQgurdoxbV4ZwPjxJqrx71fPG6naqyNI6qIDuXjUszZBW7e8liDwGqWu7VEmjYPC4Ok9Mag967HUaZ3TZ6st0+XDEij9ewuohuedzsT8wVCJvVULEHo+9BoN9qxaAw3O4kyk6CRgPsxhI5Pr95qlki9aswHC+RR+ounmbVLpIZpITpHSeoI+RtBpzddgh6Q+XzD58AFy6SaaIiqpogCQXFgrWUIpZcyte4X+Aoke2N0VLdO3HJgrAUeOnchgEWsYwMYLRxeSfnk9N/AEd3Mv3p9n8Z3pP8TGAHtuKRYh6XJggx1qwJXQSn9ZvMzzhTAKD49vuxVWt/C5J57kS/yO/eQJIPQDSyWi9oTf7eJhbiaHWjy4qaSI/eSxkynsZCpUR0AKxN5znOK07QwQjgc35VxCNN3cwBPcy/dZxn18SuWrcOKjkiL+8uilEtW5CrbtmGVYs1iEFbkHkbWnqHGoiKDXHycAcy6wMB1sJXKfB7HQeQae4gu0kMwXeJrPf/s3cHsuLO/g6NXZrGUhW/pmksExbuJRPnPZC3QtO5drElfBRri79X94ii+QShOfws+P+77PElaS8vvDPPk/txBND7de91OefPwWdjKFr/ErqihkI3Mo5WVyqaWaiyihnHPmnoRyODgwlm6ixQwWwAEHuYAdTCGZVpqTE0QrdgIIh5OjzhE5xX5Ee5alpnE9soXnq/lVBWPbj9KGk+ZxCbLdxABNELPjNNP4M5ezUVhMN5j90ArQNICy8tf9/L1gA8uxAH8fBCS0nB1deldwNjg4+N3BwcH0wcFBN6I4fWVwcHAxghKuU5ddB7xwVk/8pxQrQBtuE0gjGPmwCgkiEfCZsNMVCBNOHhSKilpMEdOVdZwGLsViQsQaoFQWyjqUz1giwrCjQEU54Ab7bJGABDVQLfIcxouJJS7R2PAg8sLHI4hhntLKtKh7tyJO4i6wfRNsRciM9CCvagcm0lg7soE3IuZHz2F8PLQEuAUhzj5kJcRjpLJg/EtcwI1IRMQsjC+GVhX3IMCwxzLOPZjkcWvU2GlNVhbGeR3VhzyEWYlCQJ0GkKsQbV882EsQJkVLtPOASmgYVOAqT94JLgwTphznGan6rcdhFEIBG+U9NaMS116h+r1V5kXsDBmbOq/yI5sHVAij43Yhk2OH6ncidLWogDIRgFvmmB3V324T3TFJAem2DhWQBkzkuk/Kh1O0BGs4WvFBayWt0mxrCa1XM0k6QEan0mBYcgh6MExz0B/NZ6q3g4ma2ICRvAcQxr1SVZKD8WPagzCDOtKqh6G5suIxgpcDGI2P3qCmIvNVP1cH5nAja8SFyRfWjzHNs2qxtJBmP8Y8UG94mra0YjRwmja1yDgFgZNuSwATbl/7vOkNOQcjTEL1SZtJNmLkjvo6LYjSAi83RgvWigF77QhtKcLkSNN9eU09JxEBcUXqvEc9WwuodHusYDMe0appmh6PCODi1HhAkLEGjK8ZGKsIrSHsR8y7lYWIAzVnrMy6Mnu3IcxgOupePT+dIdefbflEw3/2xRo4QAOqUOZRH7cyj3p8Q8FzhOV6fV5fo4UXLnmunWAgkEnTt0kQkG3INDofKIRjCSnE0UkU3fQRSYNKHJ3SdAL6BED1EE30QHcwt15M62mi6WY/eRxkLC0kM5aD2BigKrKQBsbQgoslrIRt8HLCdI6RQX9XlLgRJEFCSTNHD42lMGE3pZSxkiWcO/JtlrKCPzONihtmcO5tb/E1fsm3+F8hNatVV6sABxw9mC0C9LIwzpl/kpUske1/tYulrKCFZP7y8qXCbtwtI5S1fS/f50ek8jYHyKWKQiqZxDEyiKaH44ckkIh9cTv5MdVkcIwmUoOBMOaxnkt/+RdGr2qmgCr2kceWxOmEM8DRl7JF45WNtOteBFz5pb2kQGJpI7F3Hxdwka/6siHCRFadj3KzQHgIu7z2+v+ZwNNcSydxzGM9n7v/SSiJh3Vw/L7zOXF3CtH04Go/wULWMu4Xf+UPB69j100T4OdwMdvZyBwK2M2JNge/5Os8wZchH/6j5a/8kB9gX9jOV7f9DhctXMF6VrKEY2RwBevpJgofTq5yPQ8OaF+exilGiGljAFIuP8x+xvMiV+DgbzLY4whaofsjHUZbdgRh1TIQ08Z2NR9TgcMQ9jLYGKCBMeKT5kKA3eswsvI4i1jDhKm7ZKzsYQwv1NBCkdA1EyrosK6h4fZ261rT9b+zEOtsfc6GK8uBGWFhYfXIzrD8H6jrn1i0NDLeMq7RwtDHogJ6lAOdYAuTRUC9mDbmA3U+ZJMsVvU9ByySKI1VIMAoDwkT343x14iXgBu9iF9XkHnJBHJlA/QPAs8iAGkqxpRksbTRvxsTvroHWCLSkoBX+Wtp6epEBJh0YKTk2sQnWZ1TYxB0tM/EbPqfVdeUqn5+DpOUVZsydWDC+ycyJB8TIzES6ChV5/UIo6ad7Z9GwGWlakMRxqRJS8dnqOd6MWaQjTKevbUIk3CtOr8HYUjKoHkfJgfQRNWmMsQuokPdV6SeW67uj1DP6pBjfhRhVJo2/7OqP/NkLOsAd7T02V8up8aNUn1/TY2HFzz1iliq6Fs62AkRktrAgyVIiU3AnB2ECikBwiflQyhhfHgmjLrYQj7WYq1Xn9eMr5OhhDzCEu68BbwdGJNkZZoXCxJMR2vMOpH1qteiFsQEMOLHPRjmPltdo33A0lT70i33e1UbczCmhqUYbbzWJkUBV2HCvpep69PVs8dj8iNq4KXN9vLUsXaM+Tnq/HSMdYAbo+XLtFynAZ9uvxbseCx9DWDytlnNGjVI1CbZPRhfL21LowFaDiKjVCA66HvXoO7XfWnBgJI9mGApeeqTicl91ooRyLRbPnHquhY1lvo9FKl7tCk4GK2cHlPdT61B0+9uv2EAe/W4tSAcUItU14vxvXaAof9xmHQqGkC/01zX5b2st3/k83EpmkHUljNnuuZMYx7KXNosx+Mtv9XenYRJH5QOzIIlrOTCHYfFrCwBKICOrAji6MJ5sp0eojlGBj1ECcN9BE4mC5sZpU3HE5EcVL3QRyRHcNOCCx9JOPAzky2sYRHbuZhv8iAp609AhpjO1ZIL6yJkWV0PJ+pSOCe2m0WsoZZcdp8s4CYeIZwBHnr0O1AM/8u3eJSb8d6ZBQ/1kziuUaU2Up9ngLkw6bJtnPbE8JewSyETnr12DsfIYB1XCViqkPGIXX2cO7if82hiNwU8xbVsHJhDJ3HB3G7nxHYzcnodpQkvM5aDgAQ+iaOTIioZva1Z2K9U2MkUVrCUG3mMg1wgfGPDJpO/cnMHPIK02S/taK9JIy9mP+cuekvARQpKsaCuyUfAWT5DcxXugg2/vJpHuYkBbBRRSWJZIyxV94+DR1tu4keJ3+Y8mriL+/jK2Id4hJvo/w7MqKoIagonpVWy4eh8DjKWX1/2RU4/FMN3Wc76hCvBAzfyGAtZSwbHWMMinPiYyRZqycWNB/vt7fAQeN/IoodoSOmliEpqyaXWl0srLvoYAReptp+QOdQ/CiE3R9SUzcEE/Qig3EeAHZA7UMspIukojJDjMQiJrILJNXslR9+tvcr6RK8PTSuttIxh1pVeh1YaY93D9X5jY+iatdbxwYTSZ3BwsHxwcHCu+u0bHBy8bHBwMEt9t7/b/f+axU0wQqMDtTEh4+dF/LGYDu7xamwrgUwhVtUgK2w2ArzWAwsEv9SgTAfdCGM9iFCUHfI8e5HKM/YsxhQlEWJz1bM3IZolHewjAtn89Aa/BpP3qwiJ5hihnulhqCmMR12vGaYW1cHZSLCRidKn4LfWfKGu1eaIL6pB2Y/Jh7ZD/T6KSebqxpi6aJMk/d2ixqlCXXeVake2anMZcJ86b7O0uVWNlQ0BYG4MQ+hSY6tMGVmgxqvM8kztMpmOif7mwURb0+1ORN6x1qxNJGjm1datTA1nyzO71iuQNQl4DDyDKmm1DTzlKiGwNhHaTzBQQFeLWp/aNEg/v0Oib3apbmrGUEusmYSRpuvycWRC/hnlo0ikHRjmo4tVK6ePJ2LM5/Q8AVASUjsYQq+1QGqtBc8dwGijsuTeoIYGjNDkgPoej8zTRoxWKguZdy51zQ5MYA0NnLRmvB0D8vQxbQKpQVkOQte0/+oBjH+YB5MbTWmYgz5vbowGD4QmaHPJfQhYisMkrG9F1rcOimHVigYw+c7qMf5wDRiTyShMZMge1e8/MDQHGghNLMekE4jCAKL9mMiyLjW+7Qi97FH36GcmIvRpJIZO92CYBS3cs2rytBZOC5SmYsxHweSQ1H1KU791eP54daxfjZ9VuqsZCq+c61KvJygwcmIEcVoop5maUHr0bkDtk/LORTNxwwl1rMesTKE+b/3Wv6NCfuvzeq4lCj9UgoC0fJiwYBdfPLlalkG8HGsvtNMdHs259V2EByQIwzEyxJPo5AlAtB0j6CMJH53hcTJ3BoAYOMUIbAxwjAxaSWYEfRSwmydOXM9BLuBbf3oYYuGNOaPxkURz5WhhDTKReqphkWsNGRxjLQuZH7OOSyjnv/h/UAeLv/IYHtz85NH/glmweOQq2jekCX/WBjwE+CFn6h76iITbAdaQuLmRz7ZuYiNz+NOdV8qw3gPjfvZXvhbzKzI5xHYu5pd8nW1HL6PTH8d49nOKEVSfzCfZ1cI0tjONPwe1ZtF0M4lKCqgSDc4Xof4z6azhGvZ8sRjvp7N48vFbxNoqc7bFLH2HpEAJIGDykX4ohb9suZSBgXBpW6b6dOl7wF7aLqDLpvpqR0weq+D3L3+ZSibxOhcxJXwn3NwPDZB13V5G2Pv4z6tXsJHLmckWvsavyKWW7yb8N7sKJ3AtT+NW+8e5I99mBUs5jyZm//dz/PqXt9HAGL563c/x3pfFb/kSX+K3+HCyloXMPPEKTnw0MIaLE7ZLe9bCXw5eyui0Q2RwjOOHRDt6BLeAtmxESOCCxGO99MRGSJj8AELCEpAt6iTGKMwF+CC+op9UmjgWniEAL1WNx1vALgn88vm0p5U5ZBbGAkPzr1Fqsus1pteHFvKF0jUrEAs9bl1/+tgHBM7+vctwzGsEEkZabIgloIfP4mjvBQLCgHtA8tIUwbgwaPAh+vEchLHbBpTKRKoA/GuQWTIeYRa2IRvxVAk33+tDwIR1ExwlTtiBNeqeIuQFHsX4TjyFgBuberb+tGCChGhAoiWrWiKdKc8PhqcGwxhpB/IdmESs+r9P3d+DYdr2YJgUrdFpxTA8OiBJAyZkv2aypmLC6+vrnchOMB1jDvgiJrR3v2rDi+qcGyMd1wxovxrTCgTIzEMYC93H1Rhd+FTL/ftUv2wYCXu5uiceA9BeFFPENlTEyEToXa3a/ll5N3WD4CiWtnjLFRNThPEfyZE2dXUof7IsDEPkknN+lVxbR8ZrbpHhs1uB+pnm8ydg7f2XdzNl/CA/ugwH2KwALYqhgARA+QB1gfGdDWCiLEZAm9aOd2KEER2YCKdRmPDzHmRujsdoajTNcKv/VpNnTY+08AWMH1M5Jo1HB8ZXshGjUbKCjAPq06mercEc6v7XMBoj3U7dj0qCQo2gdt16rRXYgBFK6UAdmRgAmIOhiwdU27SJotaoJWMCcmihUb2l/gb1XG2BoN+lNs+sRGhpmnp2FCZIh6a3/Qg91ZrLTsx6Tldt1XQYDJArU+Oq0wUoc0VsDM29pumknjf9GOsRPYZgwqdrZgWpvw0z92xYzmkGX/8/UzmTxue9lPe71v6di2birJovLMfAvEub5ZrhALH+rxnMKMu9OnR+hICDdEQLPxm+xG+xr0em8mhoL7LjYRRxfZ3QBKfs53AEd1CDZD8JJMMITpGEjzg6JX9VDEHedYBwRnBK8okBDvx0EkuvJ5EkfPA7IBXKKCWabgEuDkQAvgso7SWP/bzIPAYI55s8yFoWcvzx8xl9/xtk0sB/blkBDfC5y56kmnzx5eoC6jpkLpeKVmvvlskyv1cu4gvhT9EbA49vuRVWQOwzxxl92RvkUssUduLBzRoWyT3NEWQ4jxFHJztPTqG7K5pSXuZi/swoPBzBzTEyOMhYDpFJD9E0z0ngj0Vz+Rb/y+o7b5Tl2wUsaYGFcE/9XdjXKXD1wGy4Pkv8zO4G6IG2+2DWIO23pknEyhr12aDel6OXjIRjTLhyl2iMqtRHaUBZDatO3sB2pkngjYYImCz+dssS7oNMePjGb+HBzcRtB1jEGuLo5PvcSyVFzOElkmklkwY6++JYwZ3cwf1QDF/bsYoiKkm56zC/3/JluolmDhspp4TahCyu5SkyOMZBxsI9vbJlzIdwAgxgg0AYBGz4cdBJHO2pdtnWRgEnIL6lX6ao+k8fYs6YYPmfSjAx9ZgTR+kjkvZ8u5hAJhOM8pj1J69EkFwoc9wI5az7RhTGvNGqZdbnrPxWKA3U5wO8O20cWv6Nwdn7MW0IHcg8YKIK0KFMfOxO5UyvpZYu6FWmbdpcqKYfoVDaB+lFqSslGur6EQ2PGzFlrEf8wToQBj5d1b2JYHKQYFCMWiQps00d19qcTIQZKcfk+tERszRzrxkUD8ZxPh4xM5qq6otCNnu9QWpzHS3p1YxPlLSTNAQsZWHMjTSI0ROtUfVlHyYogJas63sUyAjW3Y6RjEdgQFKL5X8pJilsvHqOZqQa1ViAALpSDAPYggmZHY/kUtOApgcxZdynzk21tOMAIpbSz89SfdmHSSQbT9AvsAuwFatxWg82DZxeVCaQM6R5bZUKaE1FmCUvQV+dNg3CXJjQ3C6gVTaJFJDAJT4J9hAAmScqKMoQCcxw5d3Wwyfloy1nM/5WTZiboZEDlek1YWoutDA0pHs7JuqkZsC1qZkVVGjQpbUu7cj81M/Wwo48hPm3YYCUB9nd9GZlQwCHB6OJ0fRBa+W0oChK1at9wjQQ0xpCTS+0lrAD4yul6ZtiHIN5xbTQSPdXa+mjLHXptukItBqA9ljGQYOxDoyGEEzwE5uqWwco0cIxLP3WNFFHl0xWY2jVsmltXxpCuyZiQKUeq35MPjeltcJnadtEy7X6fwRGS5iISWrdjqH5ug2awW+1nB8OtIFhVlDXKYAWIMQ3zaJxOSM9er/A7OMItt5P0e/ByuhpUKUZwOFojPW3de/WderrNSCPN5opB+CG9Jn13NH+sBigtALj4E3G0k0UMW+dBhu0RCbTiotouklSjrAnzz8Hx4kukmkhQDjdRDMYo1oeKaHsTzECv2yERNNDOZcwYcIuZrJFmO1IeJ6rqKJQtttxqKjLcGlaGZVMopIivsRvGSCch3d/i3PmnmQJK1l+4i5YDik/O0w30dS89B/SNw9gixew0wVH78sW8ngzTP/KZkbhYXHM7wT4PAPuGA+pNAUDmDzCTex9YzIkQWJhI9F082cupstzLiWuV7mC9ZxHE8fIYDeFtJ5M5vDRC1g7sJDf8iU+y3N8+eRv2LDmaiiGW9/+KZP2byOiLYo/fX8aP/j9T/lNwpcZfe0bZN22V0BaKYy8qw4eigfuAsqMueNmhCXaUCnaqEfs1L8xQQb61l4ZNy+ihFCyn64l53L0YDYNJ8ZIPbMEpI7gFD/+yR3ghhl9WyEBRtYfZz7PE8kplvETeohmEWvIpZaiSDFFXM88bpnwv1ABdw78jBtYBbGwgqW48TCJStaykPNo4gpeJI5OJqZVKaC8lfpD4+kkjvSx9UQ4OgHoJA4fSRxOTqF9lF2mbxOiJdNaMC0o0qCrVU1lFaExoh4c/I1WXKJxy0KAHMDv4cpjf2LCtcr3zGbVZIVqlK0ATAtA9O9Q7bXeLzRt1MKSCMt978yH/RuBs3+UudSDpQcuDdk4w8QZGmSx2lES6WSCgRqol2ttTmXmWIbZsPcAEyE2XYWzXo9s2kUI2NqDrIZS1Y5adU28ui5d9adS1ZuFkWLmIJvnJob6W9gwec00cHxR3d+uzi2y3O/B5AZqx+T40eBjD8YUUk8ezeRpiW8lxkzSusnGqb5OVH3UPiAaDDZiQncfUO18DWOGpBkTq8O6NgnKwWjbXBg/kXbVxh2q72mIaWSO5Znt6jnbEEZlNiZy2iYEMPdbxjEdYXYOYMBxEUKxKzBpAFzI+/Mq5qRE6gmsR4CUOt+lz3mVb2CYqlNrCuOk/X495lrzoPvWYgKRkCvvJtCBYQqtDKSe1++lfALUPtzyXgCxVcKtibkLQwe0gMMVdKY391mlfBr4eNT5kZhIqx6MzYcNEyCkA6Mt1mumEZNbT2vDPZgIsVqb0ooRaGSpZ1qBRQDj2+rBaHW01kibQ2r7FN3/Toy5YqO6XzP+1k1Ogz4NvDT40KBMAyu3eq72t0u3tEMz/D6ExjVY2qKBWA9DN1VtN6PfTadljFD90WaL8ep5yRiNYo8alxbVPg3QAqoufc5tqV/3qQMTRESba2p6BUITtRDMqr3TkyZ0vrRgfBLbMf68GiRqbW6HOd7bb8z/g4y+fiehkuN/pPxfB2Ohxcrkwd/TFX089Bor8xjKcGpNm/JVxSXLohCZfg6Cec3Cfoy891Q4mnUubTglymA7cD54GEWAcFJpIopuemNgwBZORAdE9p0SrRmSIJhk6ImNoE8Bs2gVSGQ709jJFH7ID5h3cgPcCo2jEjlGBodfuFDa1Av4IWJxB3F0UkkRYznIZZTxA34IjkG+5/oR25lG78JEWArj2c+GvVfLVParfq1C5JzLEDJmBybDFHaynGU8G7UYlkii6prd/8EI+vDjoJwS9hwtAj8k5jfiCm8hnAGO7z2f0Re+QSG7acFFNRfxPFdRs/c/6Ko6F4BOfxwrfUv4S+MUcmNquW/RNxgcE8YvfnoXD3Ery53LKG2vABf0EE3TifN4+2Qq9vR2sPczhgayvr5XmV/OQPzYEV4hBSgpAlrg3koohr2PTmZ02iGRUWdjWLdr1LryQq83UQDvuEEq1sxQ4e+PcM/37+LEhhT+M/+7EANJ+PgeP8LnS+JHfJ9caimhnAyOMZaDPD1wLQCJSxtpvzmN7UzjM1NfwLsji6f5ApcogXo1FxFHJ6WU4edTMtcyZ8ADYWxnGqk0cZHzdaLpwYeTAcI5RKYkGU9EwFmfel8K6BOOkbm1ImazWk50BEa3Nou/WgZG9p6KkMv1cANPELGkQ/mrWdeHpmuhQo14/p7vOpNAxPo/FMSdubxXju6fWM6GSL8TAxQqtctCGB6tdXKahRv07fARNEVLcSrw1YjMcidBkGZPV8z4amA82HIlVDp7MJG6ejDmdVkI467Nc/SmmIVIsOOQDfo5TKLYKNOWoLasDJPfZjyGgYnCRFx0Y8xa3GocKhHmwYaR+GpmA8xYa1PEiZip4kI2cg129bFBjEasA8OcTMRIhdMZKuUPYHIZaQCmGTAtHdRt0hLodst70eP6B0xUx2QMM5io+lep+q61APHqfANDA61EMTS4iUvVuV+1RwO2ROBF6Jqqxl2ZNLJb3bceyd02A9Gurpd+2MZDIAJjfpqGvHc3JrCABmvK9MufhgC7eAzD5MSYqel3cLZS6U+YnQ+/vBfAG0qC9Sagfc28iJZKXecHo0XRGhs9z1swyeetmtUOZF5r6XgUZi6NV/c3YsyPtZCjHiMo6cf4X3VjIghmY3Isam0YmHUdhcxVPd/bLfe6Geo36sT4WelAFmA0iGAAo5V26T5GYABVhHqe1qzpZ/Rgggy51PMCqg/WNoMBj/peTX/AAAd9XGvmreZhGkAGMEBJ3x+B0B8NdDUjEI/x23NjQJlKtSKhYFUdaQzNE5eDEbYlMtQPTI9rB0OL/q8lwZrmWjWwug4sxyLUnmfVuFn7r3/D2dGmT+jS2RetJdOMo9bkWmmJfgf6euu71cfiQ34nBk0YyUamVjpkTdjLHF6Sbex64Hx4m1QAzqMJIqE5I4EmUnHRigM/PUTTHWMnsUlQfFukky4kIXV3jB17ai9/C3fgI4k+IsUviAzKuIwLOMiV9X+iPxk2f2Y6TnxE0icme9cgIMQN05x/ZqPvcpzONuawkRe5gj81zuSeMcsA2PTDz0IxTL98M39640rljoDIWlcAhYOSKsnfAbPiYQOM/sob7GQKxzPOBwecW/QWcXSCF17LLmJ+zDpqyWH0yDdhpJji9RFJG0ng6CePfXQSx/PM503G4v1uFhTC6AVvUEoZbjyUU8JMtrCAtYzceBx+AFwNBxlLJUUsS3Qx59KNtOGktzpRRXiWV/42qYzCg29FEu1z0+D2dGFlitU1SwCvC1a7BHDeA4eTLjRBMpoRraMjQsayF9gMCcuacUT6Obosm8NlF/LsYwtZ2/RFWADrmUdRaiUD2JjCTv7ovJr5e7dw34S7+Cl3cowMAoTjCXezloUUhVeyqfizVPzPDL7y7YeYOLWC531XsdC5lit4kWryCRDOfNbxYMs3pQ13A2vh6A+z8S9zsDByLU58HGQsbjx0E40fB87kNkaePC7gLAEja9Sas0TEn6xXndeatBpILThOU8K5xCV0kujrFTJ7AqiHhayl0lnE7yd/GaqtgiYtmNLrRwu7Iiz/9frSPLFVCaTpWpTlt16DAd7J5+zfCJy9U3kvzFAAY0qjN2onAi6skkj9YtTm29yNMOl609ujzhWoiGibEMY9CwK1iARaRxrTmpx9yCZagPg+1ak2tSAvbyIyEbZiInVp7ZjegOPUsyoxpk9pGGKsNVUasGkpqAaHqHumYyaX3lj15NKMUAsGANgwknkwACpZjZ/2S9MgMh6TW0hLi/Wk1qZJYJg5D7IbWG1+0zESXg8GaCZiJL5aPKLBqNUcTDOBiZj3NRLDvLWo41q6rhniekTjpqXrWtINQ7Wd5XLIPh56Z2B8CK9AgHW5hPjvnSG/A3ruuFVf9fNaMOGo9djq35pZ1B/9LjQlamSoVD+0fML0fHTlvWohhyO/WsASgQFgWP6DMS3W2hZtjmdl0jTT1oIBPta1pIUf/Qw1SYyzHNMbkm5XDybXoQuZgz0IvdH1N2KCUWigqfvTiKyjKIxVgmbcrUy+pim6D5om6P5p3y8rUNImh1qDZgUI+pymXVYQ1KLu8VjaawUkmjY2qnt13VjaZ22j3jc0ENPrT2vJrO9N16lpmpbQJmICm+j13o0ANJ3+wI0J5qHBnJU2NWICpOhiNcXRWnjNoAcs1+i51IIBavpYPENLPEOFRP3qmNZ8ngmYfUKX3lvRob71HLGOq95jrYAMy7VWBhHLb01/9DyIkGmVj3x3QeK4Rr7E75jCTlrqwTUKTn72HEZwiji6SGzqpTdLAoH4cUiERsQc7TwIKusl8l4kfhwSPc8pQUAE0LUQTTdbmEmtL5etzhmwA059/hwqKSKKbsIZEMBYB8waJNEtYK6/IZ4bnCtIpYlv8b98Pu1pprCTzxx9Bdog6xd7qTwxScz+ihH5+XyYuKiCPZcUS2yA2xcJYAtAKk1se3KWyhUGx7edj2+65DLt640kLqaTJlIZy5uk0oQPJ53EcfjghSS4m/HzKaq5iKM7ssUkcjH8quB6ZrKFaHrw4CaSPqaxnaQ+n2iBwuHkbefwBNdT3nIJjiQ/3eFRolVah7RtFpACB7omklzUSn746/RcdpC/PHKp+KKVELQiz7p8L/X5Y+EZu7Aoy6QdNCNB7NTUGX3lGxx+6kIog0XfXoMHN0czs2E5PFu4GOZ8kR/88af4r3awloXiU8cU7qu7h19P+CJf3fI7ps3czhxeoonzSKWJ1/ZOp3JcOBOu28XeWybz+Bu3cvuFP6HHGc0KlvIbvkw4A9SSy8VsJ8N1jKMl2SZswQo4kZJC1E3djOUgr5NPLbk48OPHwTEyGOk6DocRrVkqYuIIoklLRbaoATWtY5AxroeIGGgtcjFAOLaLfMQf7pdcaU2Qtr6dhVes5fezvgyPOBkKyPrNoBGF0EMNzkLXG5h9Sp+37rV6vWmQ97EMCPJ+zLL0gOlNUufsibOc19LWFnVcm+tohqMfiXzYgoCxQYQpd6lr9yG60jyMZFZrzMarjwZmNowP0myEQXgR45NglYonIrPuF+oZmRjTzB5MDiOdSNmNCbPfqs5lYsLm92BMGTVDp4n3AYQB0NL1A6p+K3Ojx11L3LX55H717VX36LxjmlHqV+f0hq8ZTjcmH5EGs16GMpJejF+cC2MOpH0mGjGMZgTGJ0WbEnowEej0+IJ5RyDvPB2TM6gBea+TMFLpDtXWeTJOvZWYd7hH1afeZ+9WNV5uda4ew9jqfnYyNFKalnBbpdF6vLsxzLEGr5+Uf43Sb/mcTQllXLXgwsXfm9RpOqCZqijL/27M3G/EzJk4hkr+WhgKJgIYs0Cr9lxf48SALh31T69FTTN1O3qQ9dHAUECmx8KHEUIlq99aOGVjKNjSwEAznRpMeBGNfB0GJFkZVr0pWs31rJp6Dcb0d7mqT4+pNu3rVMet9ClUAtqDMRHXwK8V4yecxtBNHQxd0u8XDADXANuqEdG/rcIzN8YEugWzN1iBbxoC1FoxAFALxPS4acZcj4WVznSEfLSZacDyX0c31XtwnPqodCJDtDSh5RNg9v7KcGZU+p1Zx1oL8aJCrg29Rv9X78uOAKBxBJPbXxL+KjfxKIlVvbiSgfNhbeRCHPxNNEp9cCwmnU7iCCfAKUbQxwi6iSb6ZC8E4GTCOXQSxylGMEA43UTRFu7kEJnE0UkutdSSy96XJ+N0tjG96jU4CQ2RY9jIHH7c930JBlKIaHnSW4gL76R+9wQuLdpAIVU8xbV0E81NPCp5ylZFcM7dJzlFJL33Jkp/yoAuuPTbG9izoxjKt8LcRbKNPiJ9r/QVgRsSHmiWIdwMrz06nc8UvMAi5xqqySeTQyTRhgM/cXRycGAs7BKTxW07ZnF0TTb0wrj7/8pgfBi3/PFJRlc348PJFmbSRyT7yWN/ZJ74QD0Cl0a+wiuXzOV0egzttmQeuvo7rL7hRngAMcFsAG4FJnvZducsXnlpLn/Zeym4e4PAjcm9RKR3UMhubk+7n4jrOyRRtRsBeX712QxUiR+WTiw+QLi8z4VIfSvg+oxfQTV8jV/RRRyniOTRvptYnb2AG/+0mq/O/DnfOPQYfj5FIbs5jybs7nbaN6TRTRTc3QsPwXqu4As8zd9wsIWZJNPCJCp5iTm4aOHT170i78Ah74dHoJZcnPiIo4uNzKFJoD5vk8rJqQq22KE/EQZTEQ0ZCNkbpeo5gYC1ZILpekfQxwA2Xg+/iPYsu7DPAeBP8Nkjmxh35V9VYJB4yydUkBHNUMGllT/TmrTQvT0Qcv7d9WL/wuAs4l0+Z1tsId/a8TwCEwpYb7QBZONpxPgK+BCAAcKQH0WY9dmYxMVZiFimEgFD2iTOgwkpPQth8Osx4duV3QCTMADOjfEB0QyZ1gztYKgPlgvZgKMwJkJaG7hD3VuCMflLZygToKWejZa+ezDMv56YWrsVarKiNU5a06aBk94cwICgdst9MDQqnfVaHSBFS641U6bBitbMaa1YEUOBlmZIvJiE3vMsfW1HtGJaU5mGAYRaO5aJ0ZrtwwCqqZjojx5kkZYwFHRNRMB6j3puo3qeHqcDyPvR/zWwtDLiActxbcKppfkRlnHWEncYyghby3vV5nxSPpjSP8xnuGKd/1o7qo9rZh6GBr3Q5/sx4EEDIr1mdb2JDNWOazClGW1tSWDVlnswzLZVe2TNZaWBZDQmUqyWJmpaq/1Y9JxtVOd1GPc0hmp2rOOg+6xps1UzaL1HgyPdb72G9FhaN019HRiwcSbNgnVPAEOHrWBQg0DdjkRM4BQNwvSzNcDV4DACk0tSm4nrvUfTZv3uND3QVgA5auxaMNotNwZo6b6mMdSSQrffZ+mTHmPdD6v2zypQ03NN19eIAWhRGFCmBX167gzHhLyfffz/eglN9aHH1QrCNOMHQ/3O4MxALcp8khBgljkYBGrzWce5v+8SefJlQCRUUcAANsIJ0HF+BKcYAYhPUhtOxciPYMB2DthgRK8kmw5ngBGI79khMvHjwM0RoujhwO6JUAdXsU40HYkScOQtMjhRkcJbZIC7H5aAI9KP76QTesU/7Alu4MW+edzFck4xgj+8/P/Ze/f4OKvr3vs71ox1sSQLSbaEJMcylvEFGwvjYgImmMQJhBAgDS0koSekJU16Str0ck7pOek5vOekb8lpekkPfZs0tIGWJNCSBgjhkjiJIYYgYhuDHV+QjMdYEpKQlLEk62KNPO8fe6/Za7afkWSDscD79/mMNPM8+773s/f6rbX2fj4J18CKmt0c/PNl5hTDJIacfSFjSMj6cdj4fvOC53sw21CGYLytnPde/ihLC/cZN8j7gLvhN/hX3sPTHKCRG3iQc3mZo8ymkzr676mHXjj24BxDghrhve97lH/mN2EPjH8AXmmupYV1fJeP0MnZ/IQreJAbeO69q2lu/hnPz7vclLHZ9t2jmNMovwwf/OF/cM63f2FcFosa4MuPwzUPQPPj0HDUHBZyyzj8cRHjW8pJ0shi9vOVqt/jug99m7mPdhnLWcoOiS3j0IXZN9cLyz+znae5jE7qqL3wFbgrA9fDvf/ld+j480qW7GjnXF4GYFXhTj59+B955QO1fO0Hn2f54hf4fb5CBSmq6aNu7mtQDa1Pruai+ha4Bl752nm0sZiN/IgHuYEki/hY58P8lPcwSBkb2ExlU4d12Qd2wY9fvIYUFaziJfaxlMf4EMOUUMCEIbXvMsM9MQadlZVmz1kacxqjbL/tNOOVJfZ/Dyw90koFKXayyuxh+wAmrV3AV+EzfM247jbKcyJkzLc6i+wqz1jU+p72wmtLtn5WozGDyVmUcDPVJwoj6r8s2pDrBigLUx9unwU4y40IKs/gDsDA/q7CLILbyB6VT4NNtwMn1FdhSNnzHL/IbsIQgyacALEG04HP4MhcDc7dR8hZH+79aUlV73U2DTk5LGnrJgNDNOkHbfwWDMkQtyHsd7HuiCY/Se7GdanniKoPOIFK8hFSJRY+EXzEzUr+g9uDVWXbUgsne3BEpQP3bqGNtv1EK99j22m7jXs5uSTz31RcsUKO2DqJi1c9ziWyDddnSdve7TbcRZg+3IZ7tcEPbV4bcZa5i3AujdhwsrdGxqmQYRHMRODqxh1FXoNbVMWtUx5+eQ5O1IoTcOoxVZ9oMiHWHsh1UUzinsmEFx7c/CHPazvO5ViIkigpKnFjbQB3pP1y3P7QVhypEgJUafPTVnMZk2LVk/w7VLpiYanHbRaQ0wtlThKIhUbmHHlmhIDK3DGCIxISfr7XZoM4S6Ec5qE1n75FYcC7LmsFXpxinDJIFGPSNntwbtaiTJMyaKItboxaQ9uBm6tFASMWNO1pIGRwAEfmxHNBh2kj90AXaSfIPYhJW1W1m6YoCmXOEYurWApFCImrMDIGp9ISB4I2PWQ43momfagFRPmuFaTa60LLQOCsAwlDzhqhqPqXMAqzmo+YExN3YKwQHybrQtZHFSWM8FLBKtIUMEgZZQxylMLsiX+AEYoxR+RX0UcBE7zMUl6gmTIGWUSS3Sw3x7w3m70/TABV0E0NcSbM22T+6RzWL9zMB6/7Dw4+sIyx0UI+cOnD9FDDY91Xc0nhs7yHn/L7fAWK4LoLv82ufb9iXALXYozkF8N1i+/n4c99DIoSXPTDp4wRftcWU/84JJoGqKaPAywyL6euAO6EEYopZoRLeZZGklTTSyd1/Ow77zWHcyRNPc/5y1/w6+vu5Qo2s3RiH7+49hzumXszX+J2fuvFb/Hiwxdz11P/lfu+/2m+MfEp3tP3NC8uvxi+AJ8/8Bf80c+/yDWZ77N8ZDsNe1r57T/6CrdyN7dyN3xh3LgwNn0QM0eLgeCHwH/A/X8H12/jZ+9/L3965C/Yyfks4BAXFm6l9LOvG/fGjZjCfhW4IwFdMJ8eDh1ewM/2vZfU4QrevfgnrPzLn8My+BDfZ3QJrGUr3cznRh7g6Gghv8a/Qxp+PvYrJMca+RqfYQGHqKaXWU1HYBc8v/89LPnQi1AB9/7id1jFS4Ah96/XlWYtjyMUU1fQ6YZuLfCQeX1CHa/RzAs8O3EJ+1hKGYMUM2xI7CjQaVxoB2oS7j1ni3Dujp0wvoTsCY1FP4B5nUMkaTSvELgao5DoBh6B/zTxL8y9pctcq5DnSHuVyfOWUM+TYFzd99d53zAhaR8jH2YwOTsZ5CNsutFEQJDGBcOMR3BWqCacJlM0rdttnOUYYedxG/ZSzEL8PE4D3WqvVeJofBJ3EmA9jk2LG5wIFEIKNuPIkizgsvA14k5plAWyDHd8sgglrTgLYQ1G4Bq313fi3lfUhCFyF+EsiSL4iPAmhPHDts5XAR/Hncy4AbffqwFH1EZwVispO7i9LSIQCJkS9yMRiIQQzce5a4qGWQRAIaaVNoy0Q9LWXVslG2xb1OPcFMWSKu5Vz+Bchs634bdjZvJy3AEtIghV2raRUyglzuO2HGvs9edxAvJm2yZLcK6XInSLhUOsYqI9F613H07zIosrHD/eA2YmogRSITQiEMtvuSbzWZxcQV7GrLjkCWS8yPM0jHMlludrOU7IS+KUHuAsXT0qzRHvuii8ZE4VoXxE3Zcyyh5J7YIspEk+CZxL4SBu3qnHERwhN5KflFfmK2lLOamyHuOr1YizsDfhToyUuVgrO+pVuVHtLqRGrEgJcl8BIG2k8+/GuRaKdU0TM+12KvUVC7kQV3D7yJK4fpZ5TCxy9bj3nrXhCLiQbymbtqwKBnBz0KC6HmWxlXEg66e0k4wFmcOmImYQ5qoThfSZtvb6ig1ZG6L6QMa1KCfs2C0luzxWz+2DUris5qfMe2TIWCDmwPjVQJF5F1YbTVSQYgcXZK1oYxQy2/qXVdHL7NFjjNtTGavoo4Jf0kcVu1nBIGVU0Wdc3Q5fCaXw7kt/zCp2QiX0f6CITuro7qsxVo12aCRJFX2QMoeBXEQL/7j/91hQc4gbeJB/4T+x58k1XH7pE+ZkyPswgv6oKTe3jfLwLz4Gd7UzN9Vl8roDoB9uaIC10Fh1gBdo5vVvvss0413GCvYgN1DCMLdyN89yCcOU8Pg3fxVuGDfk7PMZGn63lUt4ljIGqSDF7oIVfINPcT838o9f+n1jpWsehyJY+KG9XFbwNOMPlcNX4R9//zf46/7/xl8c/jM+wndpZgdV9DFsX1nSRBsLF+43XbgBsormZQ3A+6H6Rqj+PXNt09cZKq3gH/7+D/la32d59vAlDCXnkVg5wNw7u6B9gQl3z33wZbNfsGzuEGyF0WQldXSygZ9w+W89wYvPXMzfzbmNMgYpY4hhivnrmj9k+4vr+ZOr72DOXcf458Lf5MnuK3may8zLx6tTpt3vjjFCCfNufBV2wbNcyg08yAXs4Ev8CWUMspzddFJnrJnXYKblaiAFLVzEIRZwKc9SVjDIZjaQpJEyBjk4f5458OMIFDPMgYJGowh4FePiKNayA3bYn4MhbY+Q9aZvYzFblqwxevsieGkvlP/tOL9R+C9GvG2C3D1hWuGhFXba0yCuwvjPKhG/fYu4wzuMnE0FWXhrcEKOuGJ0YxpNBPUEbuE+iLOQCBmQhfkZzKJ2kQ2/xf7W1pgkxrIChizIwthv816CO1mrFeMqOWDTF21noyprB8ZVTi+2DTjtrbjTiGDWbcvUqtphIc79UtpFL9rSNvI+I3CHD3TY9OTER8lLFgPtdiSLg+QDuVaBGtwpiiJ8CJkSy6VYheSUtXoVXvLfjhOC5uNOmHxJlU8Iswi2NbhXBYgLVpm9t5PcY/XlFEixIi5X6fdj+qdRlbsRR6VHyK0AAJnESURBVMKkj8X9UdyZWnD716Tvu3FWR2w4sT6OcLyJvRx3sEjAzEY+Vy7RzJVE3BPBX4QtEZzlGdPpiaJDrNBJnMubFu7leRdisB0nyIvgNowjDDKfyBiU50e+y14jGafybMtcKmNTC4lSzjS5ZBTcnCYCpHgMaIVblCZT4LuEaozjSFaZ+q5dTsQa5+ej+yGt/msXvmLc/jMRfoXQDqprYlXUpFKTIJmnpM01ERdLGLj9q924vbhyYEo7TsEl7anrKVZFqeOA+ug6or5rhZooBMS9x28rTTTzkbR8z0RALmLkkmltrZRnIt/cIh4V+lmUdboM4gkzRdiDV6voo7Tpda7lEXjaJrEcdsxdCfOhmR3sZBVHmZ3dS1bHa/ZI/BFmM0aJHTcjpaZMJWPDjFDCPpZygEYKOcpRZvNT3sPolkpmbTzC9XyXAtJkVsGP2MggpYwPWeK4Evaz2Lwb6zNbOMsSQ7bG2Mgmeqni//zif9JwZSvraOHHL15jDsBYiXFPvBgYKjK/b2jg1sK7+acf3QZ7t8A115qTCxugtWMprX+/2ohrt8Lllz9BGYNsnVjLBAWcyz428T7+rOXLxp3wvgSf/99/wQcXf5dGkjzLJTzNZexmBZ/m6/zVk1/gx1+6BjbAP/77b/BvC3+Vv133Gf6C26kgReL6AW6+/OtsYDOxTuOmB/Asl/DiLy5mE+/jAW60h5DsMwTmZmCtPYRtL4bMrMfsL7vzQrjh06a/b4Px28oZva8SNsP4l8sZTJXxhfr/Zdwv198MXS/xyhXnMXi41AypIpN/E/u5jKeZd+mrfItP8BOuoIxB9tPE1TzG51f/Bf/nqf/J3j9ayK/+4HFurbmbH//iGkPaC1IkrjLyS/t3ltBEG/NufJX7Hv40AFfyJA9yA31UsZZtDFNCG02mb27BiEO90PqL1WxmAxWk2MgmDh1ZwJNcyVExxy4BqqDmyOv0Uc3rS0oNMduDIWPNdqTvwhC55fZeqxnDKc5iM1fw3JLVcKldte6HW7mbys92mDatBbc2yxwva5b2VNLzm0/G0uTK1vKcjjAZplJrvYNQg+nNGnKFhzTuCGUR+vWC2IFp7DX2mljQluHcT5ZgGl+0lY04wWQPjqyJJhWcACHazjRO0Bf3O3EXkniDOOFCNL+iBZcDJRpt3G6VhxA237VJhCNUPbXgJXFlUZZBJUKUaL5lwpey6EFbrsLpa+AEHSHFUp8RlV4HTntepdqvxpZfNPvFOGFHHqY1uD0g8nC8hBsH3bYdOzBkbDlufIjb1oi9vgZHGhfasuhrMiYGMBayyzEWxs027TW2nG046+xenGtlo73frdpTBHER+AbUb7z2FIEvYGZgugKnKIlEMSDQAru2vmhhXp5NmcYr1XX9LAoRkuewUoURBUejKrekK5ZZiV+s4qZVWuLmpp9NIVJpVa6ESl8UTULw9NwipLHS/u4mV8AXzwBwp5Vq643MZeDIkd8fMufIYqufOU1IpPwSTuJJ/aQ/hOgJsRzAPN+aaGpiK/OXxNH5SlkkX3l1gLS99J3UV+ZT8YQQi6CUTSvQJHwJuQeeaJIU1V76vszZMldpy660m5BJqe9UFrLENMKc6ZD1WY9DGaPSx/JduzhGKTSEPJc4h5QmKG14nTIGWTVnJ+9jkxEr6uD15lI6qeNI3W4W00aSz3CIBSzgkN0btJPNbKCACSpIMUEBqbmlFJA27zgrLGM3K9jGhRQwQQnDtNHEd7kemuBTNd/gPfyU16jj2cpGXuAC89Lg3kR2L9zPOi6hrt68wPhvxv6AiXQBK2/8OVX08TU+C73m8IodNJtldy2G2LVh6vhZgAwL/30fT3IlbByHhvWGZBVhSNyDRWavVyPM++irLGUfu1lBScFw1q1u+1Pr4WYo2tvPn8/9Ai9wAYdYQC9VdD11DgCto5bgXQPv/pMf8zDXMe+vhnjlj2qZzfn0MJ/nWUddVScLOMRsxjiyZBaPFH6Y7/IRDn5lGWyGrrXn8G/rz2Hf5UvZd/hcM6WsxJDJXVWmixswbdRs/18D3FBiCFgacwBIKbAFjg3N4Vv/9xPQBaVPvM7QfefDZ/sYvanKxG82lrQSholTQQ3ddDOfJI3MZoz9NLGfxfw/E/+TQ5cv4P38kO0fWMN/489pOW8dLz51MbOWHaGiOkX/DeVwF/ys+QrjTpp+Fy2s4xKepYZuuw9tE828wKMHrze6pA22fptNeZ8870rOppMV7ObcOaYvXqCZD008RlfdXEpqhik7PE7ZnEGSNDJvwS4jkq/E6NRfxbjl1kFmLsTmA4fhar7PIKW0sI4JCrj4Yy+y/O+heyus/nErH3/vN7nrhv9q2ntTCaRlHpX1BJxHmEAsaPJdnkd5brWlTTwx8tvHzhDLmSxWQrZEOBjHvYBTL4TSEW3kErMW+1tOSEziXri6E7NYrcG9LFrc7VbhjjwG54bSiBHS+8key551yUvjBKY2nHCewJADsT6JBlw0pHtwFiLZ37GB3M3nSdUO4+ojg8sXFBbi9i+IlUY0b1p7KuFlERAhC3K1x+O4ExEhV+Crwbkg1eCsnNLekoeQT3FRAie0iMtNh01no70vBLfFfhdSLWR4j/0vlgLRVO+xeTXY+h/ECcxi8dyMGTuX2njP2LQ34PagyIEKe2w5Fqp8x3FuV9I3migLKRfLhNb2Qy5JDjh9mK4lQAuv8pF4MpGLckWE7AEVxrdyyLH0opnT46EDd/BHvb0v40iEtLjKQwiD3jcmFixw86PMJ34YISLlKg2JJ9ZnIXXSFiPkEg/Jv9+LL/OHPLeV6uNbEXyr4rj6Ls+WKIWSuIM5pNzSP1oxhpeHEBMpsy5/PblWba3EEoWZ7O8dV9dlztRlkTlWrFHixSBjQMrSoeKL8CB9VIwZJ904q6i2qgmEKGnFnLR5vraV8apJucxRxeR/JvT6E5Af4v4kbZxP+64JsqznWmDUlupyM8RqMctYAyyYc4gqermEZ1l9oNUEXw5JGhmmmFShsY71WvfES3iGXqoZs1a0QcooYZhBykhRQeHYUWaPHmMfS2mjiWFKqKKPQcpo4SK6XjyHi5Y+xdU8RhmDPM1lPMBNjFDMPpbCKJTe8rop/q4iShnkXPZx+J5ahpLzuJW7eYAbeeWZ8/jY5f8MwL899Un3Pq/NGLfG+4DN7XBnjBXsZtdHfgVoNfvKqm2zPATcbcM3wHt4mgpSdDOf+XTzIDfwX/hLaMjAc6P897n/L8OU8CRXsmvfr9D1sXPgTuz7/2D5X27nS5d/jm9zk3EP/XVoYR37WcwmNrJn2xoGJ8qoppeXWcojhR/mHj7Fo3/1a/D5A/DQffCFl2BDHy/+xsWM3l1p9ordacs4OgxDj8CO4exLtGctO0Llsg7jSng72VcCEMccuHEXvHLBebAJKuakWP2Z5+ALVYbAbcacTtmxjhe4gCr6WMo+uvadwwQFLOAQ+1jK/+J/MFZQyL1jn6SYYT7JvfRRza3cTVFzP8c2zSHVW8HyC7cb0WtTjB1cwLs/+mO6qeFv+AMuZBtlDPECF1BDj3lvXK/th+ZxQ6zboL1lCc+zjkHKsi6jT3IlvyyoIEUFBwoa6aw0rphjzObIqlnmUJBDGGtZM2a/ZBpiPZh0C6HysVHWso0J4jzNZbx46RJq3mtVfo/Af+JfWXnpz4341iDPjljPtFeHQHsk6Lku37yWznPd4R1GzhIR/xM4q5F2CYrjBBvZD1Gs/ouwcT6mIfdgOud8DFl6Cre4voR7cbFobvfgrC7luL0CUoZ1GOF8J8bSIpa2dnJfMtyBc00UgUXqJUJFEicgiQukTNrluNO1+nDETOou+7d61D2BLLo9OE11vxdfBDJxCxSyJkIF5Ap8AzgXS9kvJ/dEwx5X/+W6DPwBVRYpTwJ3GAjkHmu9x4a/HLeXsNyWYTvOMill3Yl7950Ibt24/X9rcKegiXuRqB5b7O91tm0et2U7H+da2ogbT+A03ELY5MGX9hVNt2jH9UIrLiuVqrwBpxcnKmjKMy1xRRj2XcX0wRD6+Vca8Oy46cMJ+SMqHdHWicVcEzCxFhfjLP/y3PvWcJkjJV5S1UXqkMApSqQcsnDJcyoYVOGEICUwShA5vl/mKK00koNEBtQ9ua/rrBfLAS++kFQhwqIY0fuutLJJ2lwro+T5FMItREtIWiXu2ZQ50ydx0qYiQAshFCubzEPSB/6BKmJZKyN3vpb5TdpKPgM4ZaG0kSZjWvMrbeRb7tPeNSF7Ul5FAs4kJ51TBt+NSuaauBcmra5LeHGZlutW3pDtmE3m/7nsYxFJLuOnZimsA5rNoQsTxOmlih77/O5kFefs6uIos9nJ+VSQYpAyxpjNIcy+pjmHjwHuPWgFTBihmkbjllgEV/MY62jhAI08yZUcYgFtNPHiixez8NK9XDSnxew7WzZODT08yyWwMcO8816lmxoO/tMyEssGuIyn+Ts+Z8LemjHWojR2V8kwNDTATeM8/tSvwkNb4NYVNFxqCehXMcQslTHEbiMs4BCDmBdnJycW8eLXLmbXtl/hrxb/Lv+1/kscYgE7aOb1P3uXaccngJug8qoOrrvy2/wFf8pGfsRZEym4AL644I/4Fp9gExv5t29+Eu6HVG8Fu1nBk1zJ/+X3+MHXroM/Fu+bSzHy43/AfY+b96btAu45YKxyRTLn3wtbHoHbzYmR/ck6qull4eq9zPvkq9R+8hXzkufNdgjsuAMeHKD9mSX0UWX6fy3G9bMW6C3iQW7gEAtoZgfEMzxy+MOUMMJH+C4/+9F7+Rv+gDl7jvGX/Fd2sor/xZ9RxiCfmnsPNMGxR+fQOVZHwydaoRcO/ukyNrCZQsb4t+9/kh7ms5atpKighXVmz1mj6a/S6pQpz6hp0x/sv5bdrGARSc7lZfbTxE95D2PMJsVZhsQDZQySLGw0op51qOqvKzJpzcEcOrMWo5M/BL/SuotGDrCfJh7gJrgV6guAZ+BXntrFx/kW3Dxq+jYrC2pFql6f8b7Ls6i9ReR+lCvk8XgHkTNNyMbVf219KMMJHtqlB9xiJcLGOM4iswdnserGvRC5GLf3ax2OLLXY9JbbeEmc+10cJ5A/g3OtE8LYgBGuWnCCgsSpxB1eoombtjaBI2siIIkLkghm0h6yiIuALwu5CFgCIV7gDhARDa4IWrIgyOZ+TUSLcRpkKavWknfg3KK0m5F2O5K85cEYVGm8hCE+4v5YZusp7ypKYshVA+69dZU40qWFrmKbVju5p9MN4E5y1NY6EcQqbd7yXjextv4Qd8Jnh73XhCNklZhxIkIQOJcjEZghd5x24wRZLYBL+wScfozn+Qh8zZkmXFoIk2e4h1wrkiZpUdYimctkDpRxKlY0TbCEgFXa+H3kWmBkDhWreodKWxYdeb41qRHrTCPumZU8fauMP+dI+jIvCkSwlPR1+bQSQ8IKgZDnQ+YUsYRJGcpwh3toragQ2bhKTyyT8gzqvCC3bffiXnCtrZmSt7SlKGHiKm4HZg6TNhaS6s9XmpwKQZI1Qiu4tBuj1E1Im76m+70YJ9jrOXcc985FbcXVGmRfyRDmpjcGWbc1cfbdpwQJL570iayrleY0umayBK126SusYA/nso9mXjBRl8D4Asx7xoAki9jHUs4iRbeVCaroYxPvYwGHOMpseqixx56nycShZ25l9v1mBaQZpIw9rOBgyzIuX/oEv8G/kKaAB7iJHVzAUWbz6L5fg9IMG9nEfppgGVy08Fk2s4HNXMEdi2+nkDG+1P0nzLrmCFdWPck21tL1o3OMS1vRmHn02oHN41BdYvYz7UrA9bZit2dIHakw1rP72skqtdJQ+75X6KSO3ayglyr62+cz7zOv8oELH2YFu6mil28d+Tjf+dLN5qCPlVDZ28FvffIuVhXspJCjtLCOTs5mrKCQryz4bf788H/jp2OX8fgvftUQhZtgac0+drKKZ7mEnz3zXnOEflM5XHwjfHERfDUBV30auMrEaQQYNHXaCFz1UYy/ZjHs+ge4bTfcEWPPM2s42NFIqq+CrhfPYcnSF/nShZ8zJLThDuAlWN9N+71LLPHFuLXe8DrrV/8QgG/xcfaxlIsWP83oQ5V8jw9zIw9w+fue4G8Of54fNq/nyiM/4EYe4Hvd1/INPkUJw3xw3X8AcPi+Whaz31jvUmbPYAUpSMH3D19tT/Dsze5fZOUolEJBfIKGpa2mTFuBh2K0WOuZtP0m3keKsyggTR9VHGIB1fYVIa11DXA2cBgqO0c5+IF5hqS9ilE2LMeQtWdgHS0UMMGPeB97P7aQqstNPL4Ln+Ib/Hr9A8p6Jicha2W+VjzJ+u1DW9REeSLhz4gDQXz3PMh179GWGRGS095nBLeJugHnAjeCOyVwD06L3WbTFUG8jeNPyEriSKBMjP02rLi2jOO033tw1itNKKtsfVrJdcFpsnmJACcTsCzwAimbpCsC1XIM6RQtugiHUkexKqLKLyTIFzTkXiXutDK9KGuXnRp1T4hjB46oibVQyiKCofSjaPxFIJE6yu96nGZZoK1VIqCO4w4NkXTFArhH1bnGlmknbjzU2/Tbcac71uNct2RcPI870VE03ctVeuWYfhQrogjJQtA0AdOuKlqgFiEoWM9mJnxXMO1SB7mHMIhQq8m3XJP7gxhhQt+X51AIg6QvaYmSRvKU50yXQ0idttoK8ZDrOqweg/oEx7i6LmlC7uIlc43MU1rQlOdQj22tsZRnUoiIdvOKWiC1BVI/I3qO9PfQSjxpb1kjNCmT+5pYa5JWiXNBlLJpKxrkElMhmjIvCqlGpSVWNZkbxX2xm9y9gD0qXwknpFS3l7auCokW66uUSTwh9FwulsdB1T6+dhlyN9P72uIEASeCfGRMt6vIAPJc6DjSDwkj4iwjS86W8jKreIlFJKke6zPvf1oCiSPGKjFIKbtZQRuLmU8PZQzStXIuCzjEyyzN7jfrpoZqeilgguE5s+ikLnuKI0AnZ/P8tsshBf+Jf+Gcni42c4WxiAEvHG6GrXDR4qfppobBiTJ+/bx7GaOQ5/ddThV9NJKk/ftLOPbVOfznmr9nggL+ad9txqWwcRxGC81eoy1AU8Ic7jCKealz6gBsqKGo+pcMPTjPuAkWNZCVI66BoxOFPMslPLXvKprYz+cXfpnf4++ooo+XWEUPNQytnwe3b4Z74OadX+fqgsfopI5BShmmhBYu4jE+xN/wB3y+4yuAeU9YUUM/pV983bj9AQdYxM86LjGWrVrM6Y9fhMRnByi6qd+Qm+tj7uRJmoC7jbhTDSyLwbL3A78DtMF9GbgL2FTE+OZyeAj2dzeZ9t0Ac9u64KH1wB645YAhhG1meJTOGWQVO/kE3yRNAfdt+zRpCmAZ/OzF95Kigr/mD6me28ft/AX75izhah7jhpoHeerFq/gmH6eRJJW3dEAXPNWxgZWrf07DP7Ty2JGraWMx8z7xKqPJSvaxNGttPXC4kaLSYWgYZXioxOS51g7ZLXDwxWXsZFX29QtJFvEy5zJhx/0+lpKmgFIGjSLhYsxR+nthG2vpo9qc3piGI3WzjI6+D9ayjUYO0DbRxIPcAL+BOdWxFWofOcz1fBduyBglRlEM5+Emc3gcM79p5YeG/1xqRUmcM4Scafjm/nLcyYdJjtc+SmNpV5BxDBEqxu0Le8mm1YA7+XANzuUkqfITEjaA2z8lC203jphpwiZpSgfL4j6Oe/mxkCCtIW3DbaDXglJSfYpxe07ECleOs6CJ8CcLsnwfxFmgpOxCouS+CCYDNh0RCjR0e4uVTIRRMP3ThBMOxI2pQ6VVTK6gN19dA7enUI7lX4I7Wlo08UkbVvKSttyLe19QHLc/LInTQNfbNHbi+lUImLhficAo7bPE1rUFR7STuINjOnDksAonbAuxFc29FnpkrPoabrGABoI28+Bbz4RwJDCTe0KFE2G5zLse9V+nPYITqoU0yTMuz4iMb3meZW4UIV3GGzjtYBS50mNS3BKFBMgcJPnKolWm4oqlRe5pRU6xCqOVTTKfS1llLtLtBrlzmJQ5TW4dtRVB5gFREomFSMiw1ohqy5FYLXXaUhb5r61Xuk6VXppSfv9Zl/lfz3kJ3PwpY6XGuy7KN5+0yZjSLjnagijlkT6X8ko9UXH9dtXtooUUrYiIImOBoE0fus8g15or0GQsrn4r5WoRZgkUi8my11nBbpbyMmfTyUS8gNElmCWpE8YoZD9GwDfH4PdSwjBPciWNHDDvymIBjSQZoZgKUgxRRqqwIrv/7CiFpDiL3YdXwGZouLKVy/gpB+fP41kuoZAxUmMVZm9VLRQwwW5WcGXBk5zLPnZ2r4KicVawm5+wwVj+Gk3NNvVtNMfiN4+zcuEOSMbMwR7NGEtZErOnbFMf0A/rYXRHpdmL1oghb/RAQwmsh/4n6mn/pyXULn2Fv+YP+TDfo43F7Gcxd3Mrf/WdLxgx8L4N/Pon72Up+3iZc2mZWMf2bet5tOPDxJmgk7P5/8b+M3QV8Ym53+ISnmXB3EM0zknS1tfEnn1reP2pd8EXi8yesCZTlg++7z/4SNV3uWLuZrh+1BwAcg2GnK0tMQH3vmTqNYTpz4uB2mtNgzyIEQt3Ae1w7KE5PPylj8GjsLRwH9dd92346gbgeWj7O3ju6/D5AUbGSmjkAKvYybV8D+KwvWU9pStfh174Lh9hTecePsffsb1jLXdzK31UsZFNrFz9c7q+fw5PciVXFzwGt4zCDUXs2r+W6/kuQ1vmsf1H61nBbs5Z/Qv2s5gRSqihm9EdlYy2VTKvvoeyikF6umugdtwQtL3AffCStbAt4BAlDPMMl9DDfAqYoI8q9tNEIUep6+/n5/NXZsnYGLMpIG2UDWNQcuSYsaCVQm3rYVawm6Ojs3mSK+m6Za5px8PAD+AjRx7mmsUPutfo5jxH2tulxD5vQtS0NU3ipDleWZKfgr1DyRm4BTfKaqM1gDJ5ieavCifkl+MO90iSaxkZxAnrYu0SEibhRYAXASmh/jepsG3knjqWxh3NPoizCJXba3qT+aD9vQS3n6sftyDW4945JhpgGRwioAnJEkIhi692W9KaVlm0RSgTa5cmUiJ8iYCjXTLE2qcFLhEG5uOsbnrPmgh5Wussda9ReVWqON02D+lDIaFtuPcCSd3koA+xBmhXH2kj0daLNSxpy3++DdeKI3hCmsH0TQdmnAg5TuLGR49KS8irtqD1kXtIi4wjaW8twEJ+IShg5kALTfJbW5t8UqZdIfR/0dxB7t5OIQ76uRJrsjzDlRw/VmQciWXaVw5I3vKc9atwxeQ+f76lTsLqecVXJvgeEGIB0ORP0tJtoomYEAlRdMjzMqh+C7QmU/KT+vuEUBNmbSnTxEbmWJkvoqx4+oCOcpxlU5MiqRcqjDz/el6U6+McT6YTuHfDaWWYtoxWqmvSHjodaUOx4so6qd15ZK7tVnFkzpd3oem29a1ncj/MWZPDtwrnay/dviXqt3o3YCOGuDRCUVM/i+fs5wJeoI5OShihu6CGzjm1JtqAORBkK2vZx7kUcpSzSAGwg2bO6h/lCn7CT7mMKnopZoQUFQxTQi9VTFBAkkXMZowe5jP6UCWk4Ra+QRW97OAC+qiimGEOP1RrLF61xoJWxiBX8iRJFlFWMcjyhTvpYT6P8SEWXroXquH/6/5dxnvLYS0sWbjbvBvsCxjydDNGr73D/mcEON/U/28xh1DchF2qa4xg3oY5TKMUvsrvsOrILpI08r2Ja3n+v1xO61mrYTN87Hv/zHWf+Db7WMpuVvD8/vfQf3u9IYW9RVlCWhCf4OYLzXH5fVTx2pE6dnWsYnxruQm71eTF9ZC4dYCLVj/FZfyUxexnNmOcU7/f9NUGE8a4M77f9OWW3e6NQ6UYSxqmX9mF2T93MWY/3O3b4E54/uAlvMxSc33ZjZi9bb8KbOdwUy1JFrGKnVzCs7x39aMwCkOpMiiC+575ND+vW8nvHbmL6+q/y5NcSRtNdFPDlTxJ5VUdvPJfzqOH+Xyy/hvGxXRLzLxaoQK4G1oOX8Q6WhhjNi2so4AJQ0x3wcgR80LqktJhSMdN/CbgUWj9/mpeYhVV9LGYNnZwAS2sY5gSihlmNysYppjYqNkjyRwzxmvoMe6Ua4EqiHViSK51ODufncyf08M+lvItPg4fw1jPDkDRd+HjfBNuGHWnYeZsd5HnTc9rvmJKXxOjkazP+fEOJmfSYA04C5Us2LIQiqDSihGAtXscuBd87sRZTtowjboc08A7cUcYl2MWoyTO9a2cXDc9SVeuC/ESFxYhGEK0RNiXOmntrCyoPRjriwgEvmYTct1whEj1q7RkcdeacCGLWissg1AGlyzm2mokgo7UeQBnWdJ11q6e9TaOWDXLVX6aqHWTu49G3rW2XJVdE0ghnMsxAqq4g3bg3FLVopUlPCKESTuK+2Ix7mARIaUjuFcb7LHlarRlaMeRZ7E4CkETIivvJerGPfh9qn/EIqLbQ/pZa88lbpT7UMBbj0TER1tE5HkRkqRJiMxTSZxiQl4krcmAuDdpq4vMJbJPTRMrUaZo4iPKACmzJnDa4qW9EaSc8hzqeCKcyxzll8PXHmqLjShzJD8Z3zIf6Llbxrq2IqCu4/2XvDWpkjIIQZH5Rcol9ZK6SRtL+TSR7Vf3NQFuVNckXV2PSnKfWZ9ISh6+O6VuQ0lbxpJW5khYfeKk7j/dHjL31uD25vXjSJbuE21Jk7Lr/vP7OEGu5S5g+pCX4WqNvD/G5ZqszfrVHNqrImaWq7VA7Sg1c3tYyj6zPwgYpphu5jNCSVaIbWMxu1nBCCWUMchsjjJGIWMU0llZySU8y25W0Ec1NXSzz7o5vkYdKfNqYkYoYU/LGngUij7bz7V8jySLsi91fvnIUkMiGoBe80LkFewGjCvkqsKdFDPMTyauoK+7igUcggo4dsccKB2l6NZ+RijhlW+eZ4T9P7bNcb9VyqcBktCcMKSlC/Oy4TiQHDBWxF4MaVsG777xx6xlKzvnrOS7fIT+2+rNQRy3QeKOAZp5gRp6ePHJi/n2d34TvhAzronrYfnq7YxRaF64nSrjCn5CIWO8IC/f2lFk3BQvNmVY/pfbWX7pdtZVtVBBime5hB00s3nsCl7Zd54hWkW2vCsx28xuWoKRYXYb61kK+xLnmCFqO4BSjIvhMoAl0LsbNibY8yXTDzQDV10I11fBXRugPcM/fOwPaWEdNXRzLd9j3uWvQntR9vTL27iLoh64nS8xQZzdrGAHzQxSxq0Fd0Mz/ODh6+ihhnd//cfQCN/gUyxZ9yKshNH7zR7EClL2FM/FJu04DCXnmRM95/Qxq3Q4+xoFKkzeP+U99FHFIpIUkOanXEaSRkqsQqCPajrqKmnkAOPz4an5F1FFL2WHR+lYVMmRRbOMVazT9nuBebn5Kuu99DSX8eNl74YrMac97oQbDj/MB+sfM+R4GZagidyqn8ESzDwp65tvPdNW7iilXS7eweRMFh1xLZGFMI1pQPkuC2qVjZfEuYkMkutyJu5sjTbtJLmCeTeGLCQwZGAEI6xrNxqx1rTa+LIRHXJP5RJSIQudCHGyYMpeArEGaqudaGKFOIkmVQQxLZToBRxyD6GQe3JfFlYRKsU9UhMWLdDIYiCDUVsLxFKn99VE7ffQA1pcEH1BSIhWJe4UM8kjjdtj2GDLKfGEAGstcj3uMBHZpyHhpaxiwRTrlZR/ub1+0LbDKtx71sRy0WrTabDpd2Ae6kpyNe6anFbhiK3kJRjGuWJJ+Hwa+4C3FpNrxhx58S2i2uVPQwRf34VP0hACIvOGdqnTrofiwicKDHACuswvYoHDu6/LJ0KgPJdCAPT4FIFc4ktcbZ1Pe3F0W6RVOE38dJto675WUshcI0o3mYMht25x3LwnVji/XP6Cq9cPmZu0MCzzlCjBhJBrYqfJlsyTkq5WMEl64v3gW+V8oqNdVyH3pE9pT8lD94WUSz6+pUuua+WfxNME11ceiEIBpiuYBPiI4Z5tH/J8+NZ4sajLM2jHaAP2pdMZ5lanqKGbRpLU0M0gZRxiAUOUMZujMAEDqxLsp4lUXwXFDDPb0rJhiilhmJ2sYj7dlDBMC+uoo5NDLGCCAn5JBYdYQBmD7GaFcbdbBp+d+zUANrOBQyxgmBKGHppnyGATxppUMc4CDrGVC6mhx+xtO7KU/gfrWVBzyJzwZwkD7UVcOfdJ2h9YYsjVFzHk5w6APkNq0q2m/ZZhyrEW4874BKZdhoDN9pTHvx1lHS200cTd3MqjX/o12Ai1L7zCkv/9IoVFY+xmhTmV8kEMWaqFWY8eYeHqvZQxyKGJBRx8ZhkXVL1AGYPWLa+QxjlJKq/q4KLVT3HN0n/no+fdx5U8SZoCDrGApw9fxqNP/RqPv/irHP5qrSGEO3B7zJowfXgDUHEtMGjKvNd29212KKSAUhgeKjbhby+H61dAW5/Zk3aHbYc47nCYvYZgfu5rd/MMlzCfbj7FN5jVeMT0zTXw/N9fzrcXXcfFe19kHS38lMvopoatXEgndfzpJ/4HtMHjn/tVbuBBPnD5w7z+sXfRenAFpZ9/HUrhBZop5CiDh0vpajnHuaimITVRwWzGmF00Zq43YAhaEl558Tw6qaOCFHW8RttEEztZxTDF2dce7GQV5xzqIjW3lB00Z/el9VJFW+Fi4+7YSdaeUEGKVeykjk56qOEnbGD0IzbPfkg8BRv4iXkv3krU0fpasWXHUBZaWaVlWHBzY4IzcM+Zti5o0rEHZ50Q61S/Ctdh/y+xcVrt/0qc1asR09BiqWrECfodOLKl3TtkQazBETbJVxbJBLnHOstCrU8REwErSa5bkFiEkjj3Iqm3CEuirdWCjcQV15a0+q33J2grnCzoWkCU9vVd72RRiBIehExKuYRgCZEU4U/y1IKZCDJyTRanNpw7YKW6Lnkkbf719r8QzjaVTlzdl31o+lCZDsy4EAIu5E9ce6RNJc2FOJdGIbXb7T3RTku54HjLoPzWVgnIffiljiPqnh4DAacHUW5H2nIj403GjraOQq6VXGvq9H15thPqmu9WN67C6XlBa/GKVVwR2OX5089gvoMwhHQJoRJCIFZ1cGNXuzGOkFsPgR6/mpBInXQaEsYncPKMSL5CWHWb+QRMW9jiXrwBLyzkWq/14qsJnqwN/TjyKPOjTlcTS2kDTb6FBPareLosQvZ0P2urqBBIrXzT64Nck/zkuoTTa4fuN23p9BUK8YjvPokQTKXMOJORwY2HfJ4Ruk01sdaK0lj2EJDaxQeYX9jN2XTSyAGKGbYvHF7EGIXmEI/5sLVgrXkxcekwZ5HKCrsTxBljdtaitoqd/JTLKGMwaxU5SqE9EOQou370K9AOic8PsILd7GMpB2ikgAl2jDUbElKNWQ5TcM7ClxmkjP00sYLdpKhg6FFD4OroJEmjWaKXAUMQZ8KQjgpY/tHt8GWgazf88SI7RNug9P3GApXGWK2eA7b2mcMe2ruhMQZ3wsL6JBWk+Bs+zz/+2e/DVfCnH/0fLCJJ68EVDLXP496OT/F4x9XuYJXPwg01DzI4UUbbRBP9m+uhGv6M/0UFKV5mKcOU0E0N6wpaOJeXKSBNmgJ2s4LWjqUc/NEyRu+rNG6ZGzCHg9zWDl88YI7634yz+oEhVCQNiYljLH/NZPeuEcektxUjqn4B2FgF7eOQ3gbpe+DRLUZcGYU1S7eYPG6HLz7w//IAN7KAQ/xezd8xb/WrzF3WBUXwh/w1B5fN4zN8jdSY2VfYRzX37fs0NXSz8o9+DpvhAW7kFr5hiPJtCarm9FF6/eu0tqw2x/hj+6DX9n0RDKbKiDNBPD5h6tQg9TT1f5ZLGGN2dq/YpomN7GZFlly10QR90MN8UpiyjZQmSHGWIdN1wJj5DNSZZ2YRSZpoM2ORC/junOvgfRjXyB1wJU+yfuFm06ZNppy53huylorC0n8eRYaTsBI/P96B5EwWMBEa9GInVp9inKZUtKpJ+19IW9KGb1Rhm3DuiEJk5GXH/eSeHiaLYhnOwjSi4kq5RHiR69LZmmD2YKx2SRz5EDdAbUXTFhfI3dANuUK7tIMWTmTg+PsfpD26VRghYxLGJxB6YReI4CDCqNbOSnuIMDOo0vUFTOk3aQPRXmsrYTGO1GrhSiySNTjhrB5HemWs+K8EkDYsV2ETuF2i0gf9GEuXkD5wB3904PYM7lH3JL5oXpLkCnvyXQuTMs7FWikPfDHugIkoASjgrUM+QVUm6QTuJDvpM39i18RIv2hawvlEQj9vPmGXNOW5EkWMKDo0yZA0feKvCb9OT4R0EQRlbtJzgx8/nzJHW3mkPFrRIvXUdZXFcYTcNtPzmSZNPinRHhaaZPqCsE8i/bYTS2KUckQspZBrTZTyamKlye84bn7RllBNylBhZT6U+VSvA5qwy0fmjrT30fOHnmeknnINcvtGoMe1tr7p37ptAqYHPbfL+PGtqNpqVkn2tOdasu+1qqEn5zNIGUkW0Wf3iU1QQMeiSnayij6qKCs07oyDdp2qoZujFHKARnayihXsJnmkkU7qWMFunuUSc0Q60MJF5vCNZvh41TcZpoRnuYQ+qunkbLPXrAhTvr3AekPA9nEuFaQoYMK4BJYC6zPsm1jKnqfWmCp+3jTBd1puNpaNO2FPxwq4bxiaVhjitKndhK3GHAxysW2q+wH6jVVoZY1xhVyfoY5ONrGRhy/7GKyHf119AxMUmLpvSRgSeGcRbC6CW8bNHrVR8z63/rZ6+p+oh6ZxPr/0L7hibHN2z17n4bN5fd+7su+Ca2EdD++/iR985Tr44yLYmIHb7oMtW8ypklnLyiDsHTDWrs9j9tL9MVZsHYfkS+Ydbb04gna7rePtGOILUJExcbOy2q8C5bDlJfhbSHEW7136qDly/y54+Gsf41t8nDQF3MCDrCjcDRvH6frOOfxv/gc1dLOusIVDEwvs8MvwL/wGl/FTVu98jucfuJxv8QlW/s3PATj4wDKunvMY9MLz+99DxdyU6ffngCGYVXEEwLzYfLQw+0JvSsmepfazbe9lG2upopdVc3bSv7WeJ7ky2z8FpBlfRNbC1kcV3QU1jFDMCCW8UlebPR9wuKCEYUqoIMVi9lNHJ31U8T2u5RfrzjHteARWt7ZyNY8x94YuY3FdJs+YPolWZHCBT8airGf58Q4kZ/6kL3ssxComJ5N14xZU++BmN08ncW52YhWpsWGS9recmqXfFaatdGly3ViEgEm6Qgr1fgxwFjFJX8hGHEf+9OIqi7VoRIUgSJmE4MlHhDSxGmohR+JqIiKEQcgiRLsi6XQS3nWtSU+oj44j9ZADPmTh10KW1vSLwCEkTcJodyJx7RRyLIKZWCilPvJQiQUPlY/kpTWWQuBbbXr19rqMFRkvlRgXx2LcKY3dOGtrG7kET48DseSVq3bQ5FcL8b5AKX3lu4kGvPWIElrB9JMchT+AIV4izMqY910eJT3pa600kDham+c/k3H1W7tj6HElc4mUUQuCMt9oJZC2hsW9sDovWaDEMifPop43NSGTuvmkQKAJn66Dhk92fWWFnufKVThpP7xrvoIkirTqeU3a0m9zfV+IqJTH31MnaYqFdUTF0fOAtIHUQ7t9x3Gv8NBWWN32El+XRSsANOGVftOaYm2Fk3lI95G0GyrNyTXHARqzcGMmSjMfZTUD90qKciPgNgENULrydcoYpIbuLPnpo5oe5ht3QaCHGnayik7q+CUVjFFo9/VUUcAE8+lmggL6qGY3K5hPDxVzzH6pClIkaeSX9sXTP/7RNVANDX/SyiKS2ZMPjzKbZw9f4ixgo1g3tlE6qaOPahpJZg8iKd3wOqRj9N9db5bT5nFoyMA9wGch8cUB5l34KiwrgtoSYz27G4xy+4PG1W8IR9LaBkzbNGOsSs0wt6Gbnx28jC2r3g/r4a+u/M9MUEAndex66lfM0ftJzHAeNRa+2g+9Am2GOBA3hOrdC3/K9TxES+E6vskneOVH5zH6XCWzKo6QZBFPbbuKrq+dA9fE4PP3wf13AM/Aypvhq+sh2QDtY8wdjcPm8+HWcmMhSz4Oqa9DstU8QtfcbPv6Xti7zbhYxmHu2i5Ddosw8YYwp1iOAhUxjIdYOaw8H0rPh0c388ofnMchFrD6xucMCdwBP3v4vXxr4hMcYgEr2M2vL/wWAN88/HGe5RIuooWCggkGJ8pYvbiF7feu54GJG/nv/DmszfDoH/yaOZDjrnHYDLtZwTkf+gU8EaPrGUuA2k1eAIVFY7y+fwHjQ3YMyzRRjem/LWZvWA81nMs+KIXWbatpYR0pKmhiPy1z19BJHfPpzhLhX1IBwCHeZapeCCUTw4xQzBizqaKXOjoZYzZbuZAnuRKuxuw92wGX8TQbCn9iiH2zbdecOVLPd1pe1Uo2H/kp2DuMnGntaz25p1rJwtiBIy7luIVTBHUhauIqOICz0CRxFjJwVhgRhAfIvjAiu7dMNJdCFoRcCYGSvGUhlZMYO1R+WkiXztcb+HX6svhKPlqAE4x4Hy0oSZvpvWACIYq+xlrKoQUXWazltxAXbQGTPpAySb7jZBcUIFd7L/mLxVHaRxMcKZdY4KSPtPumtJkIQZLmiLouwosQPt3mmgSCI4DakihCVBJnrWyzcZbYeHtwVlhpKxmXMj6kfCPqu2+B1QRNC4OBnM0caMIv2mwhZL7Ar5Uv2oqmrU3aWiZjE3JdmLUyR54dPZ8MkHvipyZqkocmZUIutOuxtqBI/lpbGLUPzbeg6Di+QgZyx7Lklfa+S9oaelH0NZlasTEeEVe3r85LWz6lPL6iSa7JXKHrJ+XVJKzYS2tQpaXrpU96lOdepwe5/agtceIFoMshZZC5228b6T9dhhGMMiFqXRlQH4mj21Wskb51NmByZHD97sO37hZ73yuNkF5Bdr/ZgjnmOPJSBiljkKPMJmUJWBV9zGaMTursfrBiBinj9YNn0zlRRy9VzOaoOYEPc4BIJ3UUkGYVO3mayzjEAhZwiEMsYD+LjdXsZuMe1k0N+2kiTQEHaGT0iUpDHIswBGKDKfkrHYspZIwyBumhhsW0UTWnz7y7bBNQDZUNPbA1ZixgXXBJ1bO8/qV3wdB3DCmLA8+1AJc6EeEae/0hgM3QXGNObGwCSuHw/bWwMQHNcPNffJ1BytjKhdy3/1ZjUfoC5oXWFSa51ESFObikGnjOuIvSPEodnQD8DX/AUw9cZcqzFWYXjfHKwXONa+JDwN4+qLgZVt4B969nyc4XufkzX+dvF97Gb9d/jRsLH2D55dvNvrmLwby+51dNgRswe8/Wn28LlYD0HXAnHH6u1ogbG2y8dvtJYcYDcaDbtPtngYs3wN++ROvnVtNJHXOv6TL710ahf289j3VfzU5WcSFbWfPRLYxuquSbfJylvEwhY/R3VRli3wb9d9XTRhMfW/wN2AFb/ur9XLPwIbgNdn3lV2jkgCHjd9vyLDP9d2zvHNuoMehNmLJV4xQLFcBeaH1mNW0spoxBas97BUaNC2UndSymLatUKLTjNEmjcWkEUlRw5F2zYA6UvzqeVUwAlDJIIUfpGasx77mbf5ER1V6FtUe28x5+SuX6DkPOasHNY9piVqK+x73/8l3m2hj58A4jZ3GMgC2He/TjyJaQLy10yKJcg5nEZM9HDc4lpx7T2O2YyXGhDXMQJ/QLCZNN9GLJ0W4y4zau3jOgF3dJZwRnTdOaT3FJAbdYCgGRPP2JWy/iWuOuNaDSFjqOT75kAFbathGrkGiGZZEtjvjE1T1Z+LWGXFuItEAnJEtb/iQ96Rup70EMWdEvzNZ5jKjw9eQKL/rlsAkVXw71kHqIMNtD7iZ9TRhF6BaBF5w1tgNnPRQFgVhxk5gxJu8lErckEcRKyN27o8mY76okp6pBLhkIOL2Ik/sswPHPoDyjMr5kTOrwWrAVARqclVQ/O/o9aSJoa1dYbaGSvER413n6ShQpH6r8El9IiLa8iIuwjqPnDK1ZHFFhpF0kvbT38YV6fw7SxEa7Eeow2qKjyVvauy7p6Dx1OgKZY+W6WAlFgafhz7W6DaUtoqxNUcoXaR/Jr1yF1euIlE/Pyb6lTved/10r3qQMMj9L/fQaA27MSh66DxLeJyA/8rWPHsPamqlkoUb7aQCa4Gw6KWaYQo4yQQG9VJGighKGqbD7ytpYzAEWkeIsho6UQTJBf1cVcmKj7JcapIxezPUFHKL14Aqe5RLW0cIOLuA7B2+EJli/+ofMp4fdrCBJI31Us33feiNa1WKE9ApgZQbaimC0kEaSWTfLs0jRfXi+IWalQDX0t883BGcDcBM8te8qc8DHLR81Vrb7AFphbblpomoMEdgFjG4GLjVkrcFe+7L93ATn/OsvKGGYrazlrm3/Fe6Mwe2w8safu+YeNf9q6IGmURiFrv2LqK3vZJgS/pXf4NHP/RrcCqyF5f99O5+aew8rF+5g1tojhjTdXGUOMbkD5t34KmWWMNfRmSXKxQybMlYDcTEODBoXxi7M8frLgPj5UHQH9G4xhOsJjFUyZcO1YR7DZiBeBVQaQlyKsQguOx/uGub1v3oXh5O1LDxvL7U3vsLcpi6Opebw/C8u5zvcwA18h1nrj/Dj71/Dfhazgt3U1nfSSR2Jzw9AkyGlFaTgvlF4CDYdfh83n/d1GIUft1zD3PVdpr/vsf1ebco6tHeeqV4Xpmxx2z8Vto5p4H5oYR2DlHE+Oyla2U/715bYg2jipDgre0pooVI0yKsdegurjGh2GKWcOAswB4QUxCd4iVU8xtVwOVAERbvgEp7lsoKnzXhba3reyYYiw/prgsyz8vxqpWR+vIPImUxKWkss1oUETugpxkxYssCI0NGhfov1ox63x2wQd1BEN869TRYsuVZDruAjgrYQtiSuA7VQJOUTQV8vdgkVRqwyWjMbV9f1BB5XcfS+ECERQrI0SUyo6+Xkut0kVLpCzGTRj9IETzYAtaAhfeWTRm2501pgsYD1q7QGccfq16h2kTz0aXVSbv3qAG3Vk3vaFUjq71uxysntN2m/AZwFrh5H2KQ9O3AujTIu4Hif5X6c0kDaQcqi89V9oEllEHpOL/IJnlpZ4p9mB7kEZESFF8uDFpp1PE2WINfdTAvgetwIyZN8tFVIkwUpr66LtugIafPnJhmXWrngK4R0WnoO0XnJc6kP6ImCnq9865ekHaXRFMghRpqM6PbWz5n8lrnGV6DJcyqkt0yFFQunT2Q0aRwnN29NqHwSqcmd5K37Vq810vdSVt8aq4UJyB17fp/7+Wklgx7jPqLWiTBf5YesPf4ar8eyfm5ljbdHq68EqqFoZT9l1kIwQUH2CPIJCqiijwkK6GE+L7OUPqoYpJThoRIjLI8W2t1oaUYo4SiFHKWQIUvQZjMG8QlaWEcZg2zZvxG+nGDef3+VtWwlRQWdnM0vqWB3nz29EQx5SNkyDsWg11igiu0JkGUMkqaA0a1WeboMs2Ten7CufRjh/SagFBJfHjCnP94/ANycPWyCJgyheegA0A3LLHkdwuzhasOQmlvHKWOQnazi0ad+zewxuw3evfrH7O5eYQhPHGiEsoJBkjSSKDpqHpEvxxgZK+HZsUv4p4/cZgjil+G3/ugu/oHf4RKeZRU7OTY625DSlWQJUqqvIusm+l0+wm6W8zzrzGsGhjBkcBlk5bNRzH6tRlu/UpMX1eth73dg6zbYNWAOBBnFuA5usmXfCCxLmLpsxfTvFzDuoH8MPAoH9y2jjk4uKXyWlUt/bvaK/dPl7GQVN9Q8CA3w9/wuZ9NJDT28cu95LKg6xEUfeorX/+ldPDBxIx+tfxC+AKN3VnKIBcz7k1fhHji8udYcsCH5l9py7VDDude0zazGIzmWX7qg65vn8CyXUEUfC+YegiT0UcVOVpmXTmNOaBymhEHK6KGGTuqYoIARSmABUAXz6aaMQXPgDGWGHBcMZq1nT8y/3PTRKCxmP5fwLEtWv2jK3ijPpXjFyfqp5WK9Tuk1O84ZdFqjaIqi9g9oq4yQLVkohRiIa6JYNYpxroXidiZubJUqXbHKSOfozeZiLRHLmhYYJA2tjdRaTtH4CtkUMiKQTtdaTF8oS3v3dBhNfvSiKNpxyXNQXROSIe0iQoLWlko8WeBFgNCDVOJp8qcFA52urrfURwQ0n4xI3tLu2nqnhQVdFrFK6fZPeOnpB04sDDofOX5cylOPGy/FmKdYhLRGnLsjOAuapCf10m2lhSlfqNaWCOknafso7X7AWwNNNmT8lHP8IQnyjGiX4ahnQVumUP8hl0j4pEQL5jqMuCn6ZfbdzfTzDbnPgdyXZ1CnE0V8tAVMW2Di6qOJiQ9NNvUzoi124pmgr+k5VreztsrJb32Spa6PzkvPlXoO98mL/xz7c7Um35JnVNulvbg+odNjQZfFn0/EmqrHhZ5Hpa7aiqmtt7oNdJtqS6ceF7puOi4R4QMmhxBzn8zKGNbPbTFQYo/Mxwi+y4AGWDr3ZQo5ymyO2hdFVzNMCQVMUGJPbNzNCjqpszacMo6lrLtZ0RgFTJDirKzQKwcxpDiLQco4p34/g5TRwjrYYYjWtTxCmgK2cSF9E9V0ddQx/kS5Eb6LMEthrS3jXmClORBkJ6tI0kgFKXZyvgm33sbZbD8X23hbgB2Pw3qoqErZgy9aDWFL4oT/u8GYlDYaYT+JISNNGLfFDaaq3cznZ3//XkPMroJzVv+CFBUce26OIXvrTZkP7lvGz/ZfwXiy3FgB28yJg4efqIVdUJTs5+bPfJ1mdjBBAZvZQDfzIW37MU3WujW+uZyDP1rGUy1X8e1nfpPH+j7E809dztAT8wyRvRt7UuMmU7d2G3fUtsn1MOuGI4Z4ZV/3U2zut2GIzxMZ4wbabtttpU1jk22jW+zQ+lvTHtv3X8oEBVzNY1xz+b9DHL795G8yxmzWrN7C6w+/i/00mcNStkLPkflcyDa4GPpvq+fJI1fy3isfhWZ46oGrzDvFpK1TGCveLluvasyYaMdNa+2Y8VeKc3GsNX3f+uRqax07ChthmBI2mcpbxcNZ2QNshinhNeoYo5AJCuiqm0vHgkoKOUqVVYD3Us1sjhqLH+aAl01s5PXLS2EuVBweYgW7Wcs20//N4OZGsaJphayeF/VcJ+txfnI2tW3tbQN9yEYfx2tutZawm9xTysAtUIM4N8cO3OEOIjyJ9lMvSuXeNd+CJIK31lzr/LSmVBZPbR3ztd5aOJCJWFuI5L6E97tZa0EFesGUhVQGk6StF1hNukRbkPbCiOtmFDHQ9Y/jXAQlT1nQpX+knbV1S4QPX1ARgiLkTPpZC4VaMBGLqpRZ0tHpazIvRF6EOHmHWbeqm2hS+jGzf739CLmvsdc7yD2xUeLrcSvlFhKpyyj1EWFbKwHE3VHaOp/AG3DqIONZP7ty6qIgimTovtdhisl97iSO7xIo6fgkAHVN54e6J/kJWZAxr+uRVvH9Z1zPLT6B03H87zpd1H39XbeVLptAf4dckumTAl/DqYVcPw+/XH5ZZc6S+cy3QPn1kDh+u0jZtNULXB9K+lFWFIHsWdX1AzcvRGly/bmbiDC6Dprwyfyvx5LUebK+1Wn54zBgcmhliPbAkWfPKnWrcXutmoBSaOQABUxkSdUEBTRyIEvWkixiNyuyhC1FhRGYS6GodDhrWROMMZthakjSyGzGqMO4t/394f9sCMMtUMwwg5TxQt8FTKQL4LkiQ6wqcDrKJrKn8zUsbaWPag7uX8rKxVvppYpXtp3nXPv+FkNWrsGQqYeATX3AB2EDvP737wJ+CLzfuTN22Q//AKyC2ioj6N/XB1Qx66EjABzrmgO9Cbr+9hxDYm4GGs3eslRvhSE6V2VgNGZIzS6gK+beFXYrzK/pZuK6OKn1Fayb+zwV/JIkjbSwjs1soP1gI9wdMySkF0Mst9q0Ksi+t2y8oRzaB3DK8G7ojZPdMz/aAntr4LPvBwZgZTkV1Sn6186BRy90L7oWMtt+wCScHoBdN5r7zZhybMUdurEeQ+buB1IxfvCFa1mxeDcf55uUfXKQb3/qN3m44mOcs+4XUARHmU3n4bNhJQz1VtAzZz5rztvC9tr1DN0+j9f+bx3Lb9zOnj9dw4+br4HrM3B/zJDNa2z+u3DvcNuFswambfWbMlAacwecPGrut125mKMUsvx92xmkjMe4mg/zCCWM2ANrjCvjUWbTSR09zCdNAd3Mp49q6uikghQlDNNn91OWMUhx4TCpsQo2FW6kmR1cu+oRiofGaWI/62hh64UX0rpxNTyUwMiAwkG0R5ev8AI3X06Od4jlTDTSCdxLebVWTwQN+V5Prkui1nSK24w+SEKsLiKUS1hNzNLqmnbJEaKgF9wEziKl/fQ1YZT0JK5eUH3BShZtmZi1S+Q4xxMTyNWsa4EwSmiMWrh9dxudpkALT9qio62KWlOuBRmxGmpNhO/WpdtDEydpA625FsumLo/cl/0Z4AQbEWy1kNTjXa9U14VgikuPJpEjODdG2XM2gLOmJVUdRAEgZZJ2F6ubtKsmpGINgNzxKq5EwXJ2+qFd9ERZo/eAapKjx7L/jPlKlXTEf/murcYyT/hkTZMD/WzIOMdLD3IXmakQVb8oK8xkdYlS/ERZl/RCOBlkvtFzn25nX9sZpdTw+0DaVpNibTnVZdKuiVqJpy1WUjYpgyY6Mk9qIq3LL2PIt3aCm5v8tpM85KPLkk+p41vIBlV8HW8y0iX9GGXBDciFrCfS/xp6rBWTPTq/FHeyXDXMWnaEGnqy7owpe6qFHO6RpJH9LKbNWkL6qKKHGnvCH5TNHWKYYnqpzlrajlJIcqwxe6IiwCv7zmP0s5XQCNdc+e/2iP5qxpPlHNsxx7jiddnituMOLBkFLh4nTQEHty2D3hjz6eZHRzZCGoou7jeC+302/FUYgvRloLrKWH3aMPuneL+532bzactA+27MM7DO5PlQq2m2TbC0Zp9xNWzHkIaHyL4rjC5zKMaxHXNgbYa5Dd2m/I9ijrffZMJe/ltP8MHV/0FPdw2FjNFYdYBtRy4kxVm8QDP37fs07fcugZsSxiJ3P8aINwQ8tw2GdkN7C+z9IbAN2h/BnAot22xuBDbAsk9jKnsjRo74B2Az3N1K/xfqTXqNtuzLMK6adwANi3Byxj2m3GJ168IQ3jY7lGox+6p2AXfG+MbYpzjEAj7FN5j3DeOa+MrXzoNGOMAijo4WMuv6I9CWYKvZkAW3jkIt7Pn+GhZwCG7NmBeEp2JwPWYctGEsfaMYgthg22MHhiiKZXU0ZupTa8sXN33f+sBqDu5blrVMHnxqGc9yCcN2zuumhl6qSFPAMCUcsPsdBymjm/m0sZgJCqiz+zCPMpvZjGWfiX2Hz+Uxrubpgss4NLeWMgZZxU4u4Vm4ftS6mS7Czft6bpXTl+Oq0Fox+Y4+EEQsBFpzpy0+2jqi3eO0y8YIxuohZEBc2cTyIgJzDc6lDXVf4mvhR/LQYctUWHAWlnFyBXshMnD8HgZJVxY/3el6gdcLoxY+RrxPlEZXvgshijoAIEpbnm8R9xd8aXOpkxZEfAFJC5i+Vn/Q+wgBS6v0tIuTkOkaVTZpa73YiXurjBetgdZ7dSSsEDQhX36dhCj22+/zcQeLVOJcRWVjfTe5Y1XaQrtkyiIteYjAP67u6d+BoL210OMp7l3XJMW3LGmBWitM9HPhC70+UZG0tcXEJ2ZaUaOtQzKetKtbXMUb9+L5VqG0910/x5Bf2NeWOPkvHz1/6YVN2ipBbntHWYMS3n/dBrosUfejoOdePafpsgl8zwetYNJtGfWM+sTGb0eJqxU2mgjLPAm5lnYt4I+rNHRb+nlLXJ2PJtJRREz3ne7PEe+3tjZKmQIcYrhxpMm17jtw8pDV4hfhLBDVGRbUHMqm2M18Bimzgugwg5Syj6V0Upc9obGbGto7FhjB2WZp9pqZ95cVMMEgZRxuN/t5xqx1gvuATVDa+DpX8JOseyJxjEDejiGO7Zjur8XkkYaGhUm6Ws6Bdpi37lX6qGZo8zwSTQNMpOOGiMUxxKsdQ8SaMBauIazL3jZDLNYCOzL2XLidwHeBD0JRAnYcALbDHVUUre0370Z7ImHiD9n0xZrXiyELo0DRGIe31hoic4/N425Y/6EfchlPM5sxjm2eQ/t3lvDakTqGNs/jvv238uOnrjHE5CGbzm0Y0rQWYz2qvtC8l23tOmh+P9x0IVxzLdx6Idy2Aa5aYt0Qq0z9G4HrE7BhCTT+Dlx1LdANdx4whC+JIa73YUjPWgxB27Aeqn/HtAPbTNgu2wdDtj9K1bVbzO/DX6jlbm5lJ6v4Y/7SWCwfBeIZXn/gXRwbKuHDNY8AcPCby9h9eAWz4hOGhKWhZWwd7138fWOd+wKmLhttGw5h3Ct32XI34qx5MvaSNlwT7sTJIkybPmGsdxWkoNe4YvZRzWzG6KOK/TQxRBkjFJNkEYdYwFEKmSBOkkUMUkaFPUZkjNkMWeNGQXyCo6OF7GQVLaxjBxcwaPelNbGfd9c/a9q1EQW9Hus1XkPmyXc0ORMhRLuI+EKHLABiFRPBVVvYxEIjgrFYnvQhEppYaWKmzZjgFhYRpPUBFjovyN0ToBc90X7qeghRksVML/Za4NHWN20hkwVZC4haqPC1u2KR1ASpkvzCvhCROLmLreSjy6ytCP4ij7o3Qu4A9wVFrV0WEi3tLRYobSWT8DUqPekbKa/Ek+sSTltYtRVLxoaElf7V5RcSJv0v5u+EuifjTsqs2063iRaY/bbU5M0nbGVETxQBpwYyZvTY1RaOKOuPL2TnU3aIoKaFfH3Ntw751nafdOjx5lvKUNcknE8403nu6TwlrP6vw+jvPuHSz4FPIvCuS/i4ug65FnL/2UmQu5boNMeJLu9kddLWNHkWNSEaUd/9uVsr2FBxBf44kmu6XJqgidJPwum1RtdR7muFn66PTj8dEcYfz5ONXwkvaUT1Z0Au/PHsX5c1oQYogXgiZ59OomKQBRyyR+bPzpKwEkayx4l3cja9VBFngp4j8+k5Mh+SRdnkj47NzlrbhMClxiogFWPoSBlDlPFKx2JDcNbC/Dk95kXAR6rMQRpxjAtfEiP878C5XQ4BDTA4VmasKQ1QTS8vPnMxVMDSqn2MP1Ruwt2KGYJ3446LH7VpPtoO7DFWrzTATmsNqsEwgvONOyCbYO2N0AyjXZVwR5FJr9qUnVJXJtI2/VFga5EhWO3AXVD5XAcNl7dm38uWZJEhLV+GobvnmfreHDMkUkjlQ+Pw2XFDXC7GkD/ZO7cB846xjRjCucz1YZY87cqYNmy3cT9v26RhPdADzx2AoQyQgb3jhqDdZ+NfbNO9rQY2XGgskCnbdr24A84bbV8NYckjtP7Zav6O36OMQdbcuMVcf9S6J26NsYBDLH/fdngQRr9aybHR2VQu64C1oxzeVMtuVlB0R7/J6y5M/Utt2Yrs94ds/g04grnMtl0vUJTJddfdlcm+P62MQXNvV4wkjZQwwjAltLE4+66+PqpoY3HWpVe/u0/2nv2SiqwCoqR0mM6JOnZwAVtZSy9VjDGbBRwyr1BYK2URY4a/hvjWbpm/J5/vpkXOYrFYMhaL7YzFYjtisdhWe60yFov9MBaLtdr/Z00nrTcXejHQC45eSPpx7/FJqHvlKp52AxHhXhpahGltzZIFT59QJsK8lMG35Ahx0AJP3IsjC7b2H9d18wnRVFpHEdqk7lowkXRkQvcXZVmw9WKsBTCpv0BrdAX+Iq5/C7QFTpNrCeu782nB0SeX2kKqXcN8a4Hs2xCiLvXW9UGloTXP0lb+eBAXR03Uxcoqe9qKce/GE6LUjdN2akWAztd3idMHvUid/OdAyqo15761M+DUQxN+/QzpeUJbbzSxko9WbviEgIhwqDR9y5KfFxwvQPuCvk5L8pZnVQvgmhDpcvrWNV84lzAyZn1ypOc2X/GjodP1FVZ+PfU8pEmSvq7TiyKMuu5acNbp+QTIT1PS0e0Z9+7rvtNl9udoHU7Pu1pZBMcTdV+Bh3dNW2p03XXZ9DWBHu/+vK/rIcjXrwEG0od+G5WQS8bnGwG1ESN4209ZhTmePUkjKc6ip7uGCeIUMMEwxfa6tR8cqWCobR5DyXmu60bNQRfDlDBMCSOU0EcVh3srAEinzXvLeKLIxLnVHFN+iAWUzhnk2KY5howJCejFhKsm+2LouY1dHN5UC7Uwd2UXe/atgeeg4dJWdh1sNoL7TbZO92H2UC1TaW0F+CZwrSnzXoDzgQOYNXod0AK8BHzCuHymMWTqOYyVaAOmnO0YslCKI5I7MESvCbgTVv/uc5QVDNK+bQmv7DevEHjx3ouNNWqrLeMyTD43wMJv7KX05tepXXgInrNWul4MOarGHRnfYD/NuH12TfZ7L8AzQKvbp7bS5tMIlK7DnFz9hNmjRStsGTb79O7DHa1fiiGKN+DaId1uXszda9ME4/qYwhCpJjj498u4h0+xip0s+cyLhsDZA0WeZx0f5nuGGN8H7EpQUDBBbX0nlELXV87h6GihIYebMXFvwpCwh2w5kvZera3vDtv+YIb+rphri70A5tCZPU+tIUUFiZUDUARb+9baY29m09Ndw2tH6jjKbCYoYD9N7GdxVlHxKguy1rNCjpLiLHoPVzGRLqAgPsFgqox9nEsLF7GfJnqooYpeFrPfvcagwpYxyydE7vRlLj3nvTmnNV6RyWSaM5nMWvv7duBHmUxmCfAj+/sthiximmyk1W9ZGLT2Umukx3GNKIJxFDHTQo5oX31B3CclxSpdscoIY46rNHQ8bd2Q8sl9bW3TRMevu5RbCxPa0uVrTtPeR6cTJawIKdECm0+K/XrlW5ij7ksdfaFK8vQXJhkDkr+0hSZU4B4UKZv0nf/uIb0nQws8+qAXLShrS6YQfElD8tUujWW4VzyIC6Sc9im+4DJmUb+lbfxxI2NKfmthSIeXOgXr2amHTzQ0adHjB3IFdv+58cPo55OIOL4lRuYsGQOaMPnETK7p50/S8cmSHy9KSSbl1wK3rqtP6PScFkV6/PpqkqnT0//9a9IGPqmMKp+frr4fRdL8cmv4hFqH8cmcboMoa10+66Rck3lDz0FwvCLLJ+Ca2On5QxNdPT60ksGvq79m6LA6L7kv0G0R5qhcZDh+TQK3roHr/5h7r1kFxiJRCwUFE1SQ4qXDq+ijimNDJdmDEl6jzp3OeLjUvGsqidsXNgoMwbGhkuxetBQV5iS8dAGUwmiqjO3b1ltLESQ2DNDNfH7CFeY9YDsw92pxL0RusHnY4XW4vQZ6ofTi1w3pewh7Ih7w1YQJvx57BP/jmL0+GJLSi7WIrYNl5Y40NINRioosthm4FhpKTL4PYU5rvNh+kjiylLblew5D4IaAZZC4YYDa815hkDIOtiwz5Xkuxot/drGxYm3AkJkGYMM4tf/wCpW3dLCUfRTPGaFr2zmGwD1k0xarETgiuMt+2u3/XpzrIZfaOt0B/NBUaZct80qgYgNQaepevQK4F4a+DltfMla7zbbNpN2aMFawlQ0Y0mc9xJoxZHSzyXfWVUegCZ7/g8v5Ke/hAnaYcbbBhHv+O5eTooLlf7TdXH8IJiYKGDpSxqxlR8zJi1+eY/JbC9w/bsbo9Th315WYvtuCuRfHuTdW2D5tsu3VZtvMEuw9v1hDTVU3rBxlvK2cnawiTQGzi8YYaptH90QNYF5E/RKr6LYeVK/Z96BNUJA9qXG0vZLDvRUMD5UwkS7gtSN17OR8WljHTlYRZ4Iaull+3nZTl5XgTosXjzOI9iiQZ/jUHKV/HXCv/X4vpnnfQojQ4x8NrEmQbzHS1gS9p8c/Xl2sNVqg11YHbRnTJFALHJoM+mWW+AIt9Es6epHT5ZB0NMHrV/G05U3qjIqfjwj5QoXOQ1/zBTVfgzvuXdN19KHT9/PRLkY6PX/xR4XzNcE6rBBrCactUFpA9K1N4+q+JvuaoGlCVanCCaTPB1QZOuy9GpyFV9LVp4JKGaR8kq9ua9+dNkpQ1Fpzn5AGnBrouUf6RP6j/mslChyv7PCfU93Peo6QML4QLGGihGu/nFph49cliphJujof/Wz4+fhCdz4hX9/3y5NPcM9HHPU1fd23SOWb23xEzZVRJA4mJ35RaeUL5yuF/DbV5F33pT7mPp8bu76v1xm5Jmn5pGs68J8BiTtZPaOIZ4Bb2zShlr6X7+VGgG3EEIMiG6XWCMkTFDC6t5LkkUZmlQ4zZi0JB2g0p9dNVDPae5YRelP2o8gZqZg9ft+QswkKSJTa8bLXWoLSwE3GHayro46WwxcZEpfEkJEUMJox4Wpxx9wDtMdgrbHC8UQRDEGieYD27ywxgvsGjNDethvYaOq5Q+La/xUbrPthnyOAjADbgT3AB6GixrTTZuC+jCMnmzGkqRr3qG2y15ps/g0wPjqb1OEKXnnyPEPs7sHsfboT8/uLNuwyoC1BtXWXe/rwZbz+i3eZ8FtwFsRaHNHoxRDBLRjr0xYMOdmCOzxlQwxYbupCwuzDk71j2HypN/1/M8DvYGSTx01hk4/DpgGTppCiBlvm5guBbrjbvl+1yea9A46lC2DlKDTCK8+cx4PdN5j7GzEE5R74x/2/RyNJ0xaj0L+jnnS6wByHv8Hmdz/GYkfC1PFiDLl50Nav1PaF1FfKiOqXIUz/C4nea+L3Hq4ylro4/GTiCvqopmJuypRlbz1jFALmmHzZe5amgEMsoJM6ZjNGBb+0ew2LGO8qpyA+wVBXNa93zKeFi2hhHb+kgtkc5Vz2ufJnT3rXRhPhDwL9HOfHdMlZBvhBLBbbFovFftteq8lkMq8B2P/z88Y+JdCChrZWiKZPuwvpxV0WBe12JhYysXTpUxT944dFkCjjeKEYjrduiMAvk6g+VVHKpN1OtOZU4o6oOHC8AKWFO52uFpB8wpBvgYzS5Pth8wktUdd1nChNdpQ1DFVmvVhrEuhb/rTWWJMTCesTZ5+kaVdSyU8fhAK57oxaWIJoguZrrsXFUfbtWe1UzvvxtOVW4knfaeFIKwSihFBfsNcCsO8eG/DmwbdAwfHjMMraHPUM+M9mlFXCz0MQ98L4mjv9XMq4TnN8OaLqEQUZ7wnvt0/kJitzFMa9j59G1O/Jrkfln49cTVY+v175wvikM187+Nd0maLGhtzX86Ne6/w5zreYRRF/OJ7AjXP8WMpXD19JGYXpkrqA4yFyS9ScUeauVWME2mrsu73MHp3hoeLssfhDu+ZRVdPH0YnC7PH5fVTT3z7fHAvfjiFRIgTL/1FrCbGHhYAhYaQw5OBBoAHmnfeqfXF1EaO7Knll/wpTvK4B6y5oT95L2XJW2PSHYG5TF6NbKg1ZWQvjbeXOPbAI834slkNjApLjMDpgCEIbQJP5nmwFNqvj+dNk1+2i821ZgGQ7xGPmcA4wZau2+bRjLVu7jeD9WVvOdiBZxOiOSkNAtuLc2r4Ac/+4y2RXYdPaAp0TdfQn6xj9aqWpy10Zc3pkE84lMW3rkMS5/D2EIYe7MORjL87dr6kGNq4DVsHofYbwbbVhhgA6nFVuI1D6UczGtDU2k8ehq898fRBnnWoCVp5vCnN/xuRXa/u3qwiGiuCaDMTh2G1zTNmKcO9HuyrGs2OXcPl5TxiTzX0YV8Ze2x4XY8jnXoxLY9ewSXuDbdstZF/6zGbTZVTgLHiN5O5XbLBt12vKOLqlkjgTzF3ZRf+menaOrTKniFaYah+aWMAYZu/kfhbTZ/dYyu8RSgyZLiL7+oWJdIF5OfpoIdv3recFmnkN4ya5gEMsWfqisTI2gnuPKTiF14l7AkyXnF2ayWTWYGj678ZisfdMN4NYLPbbsVhsq9mrNjx1hGnDd9ETywgcv6hqMjCowks4cVUUgqePxte+o2Jhw0tPyiPw33UmZYiaVIVB6xMFJT1/AY5y59HwCY1PUnRb+FpiuTeZdUxryn2BIUrY15q9uPrua/um0pxLnn66uj5pL2wxueWOIidaAPJPOtTWT52Hb1mT/MTiJf0uY8jXosvYkMVUCJre16hdGiWeTkvqqa0OUgafFI5797QV+MQnjHcSTt3cpOErUaLgEzY9B8h9rbDRBE0/F75SRo87n6T7lqOosvmEThBl/ZoOyYqK64eJmrd1vlPFnwpRpEKuR12bbrp+HPkeVd6ouTIfiZWx4RNnrajTeem5ylcM+oqy6RApPef764mvLBD4Sr2oMFLGqHtn9rwkyJ2f9HqjCTMYYVDkoWJHzMRVLh3Luh0eoNFcb4MKfsnwULF931MVnX110Jtwbn29OKEXsl1l4tRk3wk1kS4wgv1XMXEvhgLSjPeWm3TagSfse8CIG0Ig1pEuzPcusvugDrfXGFJRbT9fxZ3m94QNtzZmrUSbgXJTttQBKKqy+5BeAj5qBPfnpJ0+CDTaAzAy0NsCNLiDQzar8qSxB5e8ZNwCb8Ed777DluNOW98vY/Zz3W7qfnhTrUkrjSEYKejfUg+bY+YQjDttcWqNlZCNuMd1l5T3APT+EHgAhh6H0S1ANwwNO+LYhCk7VRhPnL+G9COQsnvGWAND20w9sO3dUAUNF0LR7wAftv06DOkWeGK3CRvHvrx8nbn/EM5y+hCwFyobO3NJ+3P2+y1AGxy+vpYRilny0RcNidsyx6S1F0NEl2GsZ7UY99LNwyadZptWyobpyhhy2mDrsAW37y6J24snrqd7gU3Q3rGABYWHIA2HH63lUPcCKB011rOt9eb1EEAndexjKWmMVfkQC+i145qKcZNPl333XRqIp2ELdLWcwwtcwCEWUMYQ57PTuTaWgvPoy7eGyLyX/7TGWCaT3+cxMkIsdgemGT8NbMhkMq/FYrGzgc2ZTGbpZHGXLj0/87WvPXJC+UVjFmYEzQKOYQx7MRzX1BN+DNcAE+qaPcmGAvtJ2/sFNswxleYx73dGfSQ9jYwNJ/kc8/LFi3dM3dP1OKbCSrxZ6reE99POkD8vXfeosuv8ouqVfzDlph2Vn18mv2yTjUU/X912UelI+/ttqMs1C9PnumyzcH2u+0+PI13WWeS2u4ypqL73x10MM+5m2d/HbHl02f0xFyO3XjHvv+7bfLoXKceE1z4nhyuuuIRMpnOygTHj8ebMTbGIj74n/efPB37f6WdTj/NMxDWBPy9EpeE/m3jh/LrodPx7ElfXwX+Oo9LO94zrucH/7uPE1qz8eeXLU4ebTn5TldGv/2Tp5msrPX9Abv/kS9+/ni/syZZHl8tffzRk/vLDaWS87/44PnlcccWibWqv/NsSS5euznzta0+qK7JGxIDZGHkoA8wxsvpczNJSZL/bpWhWyTjHxhJwGIrqhhkbn82sWceYVXCM8aEiOIrTE8cwgqYWS4qARAYKjlE4e8wcJjJoT1c8PAbFhbAc4qVHSR+ZbTj6EEb3VYDVRQ5CcZn5nQHOxixFRRieOQCMmaowjBG85wOFGIG80Fb5l4OmUiVzTfiJwzB7LhwdNgnNtfUYPmyarGAuTAzZjKzSIFFm5OhCTN0zGHn6l8DRCSgtMAQAe3/IRi207TEP4jVHSR+Nw8AsU44jqltEvMD+fw3IHIHyObYtbbg+21/D2ATANJ7ICAU2YCEUFpp8zsIQzUNAehA4bMNbz5w4kO42v+ck4MgxU2i7LTEraoiOJDNoGr602rT9uC2P6AKE/1dAvO4o6ddnm6ImbLvEbZkGgYMZODdGRV0/qcFKeB3TzsM4Mafd9ncp0HMMYrNMP3fbcpXb8Ecx3oKzMCSxwV6Xoxxm2/4aHjPtUwYsgOL5Q4yMzIHXYiafMht/AmJnpSlKjDKeSRCLZZhj2zxNgphdV0eOlZDumW3KG7d9XngMumdBIRTVHqGMIQoZ5Riz6MnMJ520FsJhIHPUZjiOW6vlv2n8K654N5nMgUjZaUrLWSwWmxOLxcrkO/ABDL9/BPikDfZJ4OGp0npz4JMXLaBMYBrCX9i1gK2FGPkujSfETEicT8z0gugvNvqjhWtJCxVH/9aLjwjpUjdf0I4iVr4QqNMmIlzUAusvjPpe1DW/vvLxhc7JhLvpCIjkCTOZYCJhjkXc98tlJ6vjBOcJL70CovOD3DpLWkJ6YuQStYwXRtLWpEx+S9h8428yQThKeNdhBLOYvM0DThz5xrYec/61ydKZjiAbNQfB8XNG1JwleeF9n+y5jZov9O+otCebC2ZFhI1Kf6r2ms41nWZUO0aFmyrNqcrot0e+ts8XX1/3+3KWFz7f3BtF7vz2zle3ydabqP6e6hnw0/fLmG9NC3BrgUDWjAKyz1Ect5RJl48DR+HYcALix2AWjB41e28mhmaTycTMEnQUI/iLGCXTlSxPx4CjMRgrIEOMNHHDCQ4DzM46hExMzHLC/RGb5ogJArOds0chRn6VpeqojVOCIQxy8HIJRmjPYIT2FLaQc82/iZRpg6PHgCIj5B8DhtO2AMV2qB3FWJlmm4RFjz9s6xjDEjOgvMAQ3ZgtYzcwcNSR1mqg8hiZDDA4y7RBD4aIjNl0C2y6KQyBKQNmz3HODBM4MjoqfSpeO9WYAszDsB7LRMYsixvD8TEKMUzN309ut+ockUoOwsgxR0TFyaccQ1RJwFCPKa/lghTasor17BikfznbJCfGoTIMKem0WdbE4BCkhiopKjtixs4R2yeDqh+Hj5k+mDsLMsMmTClwbNyEm23rN2zbSMj7iC0XKJuKtSZbh7aRo8XEC63F6rAtu31EMkfijKULyRyLMX40wQjFHGMWs5hgggLGxeIlz9IRTDmPzTK/x2H0yBwGKWOMImJkKIyNmfKJ8iCrMPHnXY1869n0dt7WAN+NxWIS/luZTOaJWCz2c+DfYrHYbwGvAr82VUIvv9zLFVfcM40sJ0OUS5q/L8J3ARF3DG1i1L712i1MuyOKG5jk66ef4Hi3De1u6btsaNeQqPJLmf3yRkGHlXL57ony33dzguPzn2o/QT5EuQNNFT6qvP59HcZPP99Gy3yuQdKXviuQhPUPfvHdylDxpD3h+LaXvpdN+OUqrowTXXbI3W8mh3WI66MOq8ckEWWQ31GuTfnaWbvTndl4c+YmPQbkd9Q41+NIzxF+/8g8ggonYzWfa6N2c4uCPxdM5mrpI9+ccSJp+OGj5qaosFPNMZPNZ9NF1Dw4mfvjdO4TkWbUtXwulRI23zyXrz+jxhJ5wsLk64m+54sM/hzjj2kf+cJGuf3I/BTw8suHueKKJ8hdV4ox4lkj2X6pLTYHLTRgLBPNGFerJEZ4bgSaj8JzRVBUAM2jsDkO62cZlfsW3J6lZbgXWI+q7ymT/tyLDxsXxM8Cm7qhscYcPrEBqI0b979NGHezLlvEUiBZCHTDxhrzuxdT5grcgRaNGBe6HfbeLuChDKy3wu2WbcD59t1f7cD3MP6BwIYlxtXtboDv2IyvBXbjngVrEUvZ8nZhXSPt9424lxyXYlwrR1ugaZ3ZJ1Vk7191FNqKzD6yJ4D23abwG0vMMfWluFMZi3DXkrj3eO3CvWusFKiYZdqk1LZ70SxTptESG+45YDlUlFiSCoZRgjN72j1+jGPsKDUYWeN5zLi5Clhk6rDMNkkXwFzYtRv4AVTc7I7TL8Kd3nkT7p1rTbiDZ74MPDcOGxJmHGwy1xNfnmD8RdsOcdzLvJuBuy1bugW4xzLwtTWwNQ60QvUSd7pnEeYkzB22HE24d88lgR0FxkUT2/afLaBow2FGf1ppXCirMXvgZAzXJmDZKIwmIF3CwqWvsoBD5n11Y1UMpso4lpxtnocnbJM14vbm1QIrS1i+bi8Xso1OzubH7de4vX/PzcJE7sedUyDzmvzPr4SakpxlMplXgNUR1/uA900V/81F1F4ZvfBo3/x8ArpedMQvPp8QPOKl5W+q1guHH08LSX54nzgJphKafLKiw0YJBVKefMKPvxdB5zMZdNueqBA0nuf7ZOF84SWqHf1y6ft+P/ltqMm6Pz60AKT7N991fdjGgEo34V0TEiYnOMr+NiljsZfeiPotfRrVVj4knD9GdD0nE44DpgcZD/6U6o/JKIWNXI8Sfv04emLPJ3RDbv/6eeRTak1FHPLNIX58HTaKeOSbx/x0J7vv40QVRFHhpzMPTjV/5esDiG5f//dUc3LCC+OPlyiSJteiwkYpCeLefT0ufSWBn9ZkxEzi6/Si2kjXK8xNDn5byTqi9ptV4wRnyO55yjkVcKjI3NsKNBTZvU4JE24vzkKStnEqUMK7vd6IOfBjc8zsr6LGCPJxjCCdtv/bMIKzWIWKMGXsrTHpifCPDd+F2Uf1HIa0NNsyPARUx4xwfJ9dM6sT0DuMOYFQFFnnu71pfAdHYF8CdkLRLbZdDkDpIlOeXaqdKjCnNpbi9sFtHQBaYNn7zXkaQ7adKjDE7H6bX3ufyau5xLlCpnCnMI7admmwbd+Os6hV2L6psG2kUWQ/QuZohOoqu6/sJRWwHucLOI4zMdXYQshYGcEwp2vNAS1dlszGbRnWroCtVZD6Dmz5IDSWmPvLbH/ssNmttX0jfXoVsCMBmw9A4yJDenfB+FfLTVhsm1Zg+rcUE2bzMGyyhOqJPthaaYhTF9DbCrVL3HhM4fYxluL2K3bZMnSVmHySJo/Rikq3B3OXDb/BlmWvbdxaU4+D8aXMXjzGBAWGmLXPsQfq2Lxl/GOvJU1Z9lSsoWJpijIGSTQOMN5Y7l7m3S5+mv58qRWv0XgjR+mfBugJ3RcufQuACOWyEOiN8HEVR3CixEwWDd3gWtunteiyIPkCsk5Lb86eTFscJbDocujJO6qMUXEE/iIZ9TtK2IgKny/MVMjXBpMJOePk1se3rGrIePBJvraQ6vE1ruJo4u9fl3L4h47ojfFSdhmXMtZEq1JM7pj1CVs+AX4qS8FkArmkHXDy8JUDGtL3/jOu4Qu0el6Te5r4RQnVU/W/H84X3qOet8nGlX4+8s1Fk5VrKuJ1IsQsX9wTuT+duemNIuoZjEK+eTTqun8gSL68ZAz6YfU8pqHHWhTyzR1Rc0mU0iIf6TpdffN2QRxHXotxh5nZjUQVGGFZhNlRjFA5RC7hSmGEyyQmzg5yyUJchROi127D22KM7yo3p+6lMcJ3tQ3bhSNlvbYM9AEZ870U944qS/Sy7/MqsnF24V6+/CAm7losEUxC6RJrNXoK46aYAMrcS4zbtthrTRjheDuw3KQ5CnDQlLUUc0BJyh4b32yvCVHc2ge8BI3vN6cMdmGIhdTtUdxLnamCtVWGxJTa+zvs/wYc4Wu315IZd1oluOP7k6p/2lX6o0B6wCRWi0IL0GrrOY4hY3I4mX6fa4f9f6ltm6QN/x1o63aHbMSB5hrg/SbN5LDhckKmuoCtw5bc2DhbbflvAFhkrEe9OHK9FTce4zbsViyxK4H2dmtdXQFsNgeB0GjKvMvGlTjgLHkyVqV9Su39Lttum3HvcSuyv9tsnCFc/8SB9hitHUsZnCjj2FCJCTeEs5KlMGVJ2TxGyZ4gufPIKlJUmJNLG3AnatJI7nwr8+DUc9rbiJz5i48mHnrhkXv6txaG4yqudm2UPNLeb8hPzDQBk3BRrm/+giOCe5QmO0qLmI9g+fAFLl8jm29ARN3LJ3T5H1+T62M6glpUnKi8dTnzCTCaIEUJLD5pT0TE1fF8q6qflxZs8uWvf8uYE/cDXxkQJ/fF1qJYSKjv+bTT/nMQ967nIweTjY2A6UE/75oI+c+4hu4TEbiixqsOn+b4vtKKH0E+oqjvTTYWpnpW/fRP5fh5K9I+VdYZP92p5vLJyNB07kXN4/4cnW8c+NYxPy1/PtFIR1zXa7NWMug4Ov+09z+K1J3J0EobWUvE6yJmXeJsEHH3GsIRJBGOU+QStCKMkClCawpn+ZJ4ko4Qml4MSdmKE0QlrpC4XvvJrok9Jr5YhkbHze9q3ImK1RjXyrRNdzPQOwANMZv2bmCVPT79AOa9ZdIGDaZsj4IhIpdiyEnS3l9j35WVAZabvNvBELdKQzzSth22ArtaTZmWrTfELG7L+YRqj122jaoxFrsm1fZCUBtw1q82W78hyJrUhJQN4QhZFzDajjnQYzdwANqHTYBqlNgRN2VnEOOyOIAbG5B7wri8pgdTf/ox5OF84BHoPWDyF9LVVA5Fi+yPLa7cywBKYHPGuavuwJ2weZON8qBth2U4S5KMu1p7b69tM8phx4A9iv58WxeAi2yD9Zl2lDatsLe7cKRM2qRUtf8O+7/UVlWIYgpnDRYlwSiwt4hUbwWkY+a39EUt7pmQOshzsQuGts7jVRaYMlXgnonSGIYQ63nYly2j8Taa+fTCIZO2FpCjtMlamNUEyv8NufuOtOXFX1T8vMhzXS9SUcIUHE+e4nnuRWEqMjVZWLl2MsTJx5sp1EwlKEVp+Ke6X+z9xvutBQ4twOiFULSVMjaknxJeOmkvjWIV3netRIXX9/WkKu+/0+QNVQ5djyiCfCLCjdQx4NRCa9CiBFz/92TExA+vx4IvaE/2rEdZXKLCReU11bU3A++UcTkd0gvHP9P+vXwEOoqIJbzrePH8dU6g5z09x+n5Eo5fAyXNfNfy5SNppb3riYg4ZyLk9AbdLrK22H0rQs5EaEzjLAoCIWpd9n4SJ7SKa1gvrsklrljfREjdiyFB7dh3aOEISxHOStQLTgE1Aukak14cKEo4wVeGVjtGoF5p4++yJ0dUY/YzkYammE33GRupBuPSl7Aud49j3uVVjCFesi9vHEb7ze+iGkN+GAfWmWPtpfzJPgy5a4LaEifEFwFb7PtHq8tdG0qdm3AkS1wi46p9ewG6ITUMLLJltgdGZC1BGcypIkmMy6LsP1+GIVMNED/fWaDSDaZ9SAI7gYP2t8gOsv/dNxrMt9e6bcEHMKxzOaTWwI5y9yLzrhIYWm/I4VdLTFE2Ylxat2CP88eMh2Zb1A2497Rdj3O33Wr/N9lrSdt21eXm1QZt6yBeA+mXbP0vJCv/pHAKgibcmBuy+UvVinBjW5QLzZhnowJDqKvtR0ickOdROFY6x8SRPmm3+UGuBTqO2++2Fbqqz2FW9RETrwJH0PY22r6TuVbkvTiTHQjyNrGcycLiC5uTETM43kVMIGnYBy1nk71/8IcOny8vue5b5iB6AfWFaL1w5SNZ+YS0ycJPZkmbrrD2Zmqtp6vZnwzT0TxrcjXZAQm+lSuqTWQcaCuYHhe+tUyuwfFWUT+ulE8W2rT3WxO2uBcvSvsdJXxp4dwXwtLqd7CenRxkLphO20UJrbo/9DyTTyCdTHERlcdUz8t00j4VcWfKWDvZOp9M+d8skjmVFQ2mp+iK+u2TLZ2Or3CMWiP9Muj5Kl9Z0kw+5qf7fL2TEeN4jx1vzi7FuTSmcIRAhEnR/CfVtXbcnqgkjtCJRUQEUNlvU2rT3IwRvqsxQnwat/enl1wXSCArhwlxrMDtoWrHCPR7cS9ZxqZP2oTbgc30fOty2Y0hUI0YklMJ9Jn3elGGkaa324SEqO0EBtwBJ/wHMAjLylXb9Jlw8fNhZYkJK6TxiXagxRAJIQYi/FfjDvXoxRCAJM5SOQTuDctPmbI2lUBFLNcKk7X0tWL6tgxYiOmkQVNXIX5pgHKIN2CshJfbPPaY9LNujmnc/nZxcxR32A5770KbxgCGFLU698oK7FkrJZB83HC4tL02hLN6pm0/7cL02TKMO+Qmm9Uycg8WEcKz1+ZBk2nfNKaeDNo6LDQJ7sUpC6RtZdwJQQM35QzhDlxpw1lje3FuvOBcIEVxkcS52Epb62copfKUz15gKxxLzrGHuGDGRAP2jz4cTiP/gSBvE3ImGjx/AtfCL+S6CEl4rX3Ti4YsPP7pZ76GTwvRPgHT16ME8iiBOcodyBe4/ftR8U+UpJwIpqs9PxXpRpHWfJjsfpSG2Tcr+3nmux6laY4qhz+OhLTpcRgl0IgrgmhU4PhTHRNePH88S/75hCmmuK7LE3DiiBrPPjkaj/hE4UT7YbK8IT/xfjMJ+Ymm82bOK6cDp6r8UVbMEyX+UWWLmlej5g89N+QbV/nGp8xL+eYXSXM6z4DkFZALbTGz/4VECZFIkeu6KM0oblrtOCFXiISQjXacAFqhwuj9PG3YvV/Dudaidpzguhd1gIJYCapMnBTODS1l41XbdFMYAfo5m2Z1wu7xaQHqTby9YKxj9bg9PWkM+eoBltjE9gDrMMStH0N4Km3dW+29RmXt2mLSKN3g3BOlXm0Zk2b8/cYKkyJXiK9QYUVwHyV33xlJzFnrq4BiU/RGnNWSDG69X24/GzF7v2owJLMRY33LQNo+OxVY97kVNtwejAWtG6cUFllETg4csO3SjWMpy20e2PB90LvbHb6xDNvmP7T9r8rfhhsv0i5iOXoIZzFba8Pssv8bMGVpA0qr7MUW3OmSW8giPZyr00zh+kgTZVB6zowpyy7cCZgVtoxtKp48F0L2Uva7bzkGZ2GV50KUF7tw+wPTuNct1IKxVMLxc+7bmpxFCdSyAOiK+oKILxD7h3+AE4AlrAjHvhAsRC5B7uLjN7R/qIe/CI7nue+TTI18Gs7p4u0sBE1GVie7H0Vgp0Nm/fTzIcoVKCrP6bgRyRjVe93ET9wnaL7w448b/7fWhvv1yif4nOka6hOBVqzA1NaBfND9mU+49fs2n4AcpRjS1/2w0xGSJ8NUFpoAh5N9tvK1bZSib7I4U81N/u98yiqfwEWN2agx5YeZTDnglyNYz0ybCCmTjxXuxJUwjRMce3EHJoAjAeKOJ4LoXlzX7MWRMLHCtePEoxRG0B7qA0rs6Y84i5n+nu3uYZylZtC5jAknEOuStkoIIYgDQ62YNXCFTfMljMVnOU65/hJm3ay3v8Vq1mjDyqmFQtLKMeTM5jnaauNcboR3EdZ7M2bPGzuBVcZdr1S1o5AzcNbCrowtiyWiQ8P2ZjmG/Fxo2k6E/fQ4DI1j+jJh67AE9wIybF0X2nT7bFlfIofsxqW+CdUewza+7MtL20L2YMhyFYbI9alwS+x/saq1OwIfPx9DmloM6RQLUQpHjuK4sSbk/UFM+Cb7od2MtWrJ84AlQssx5DKJs+yJtS+Ne9kdbqxELZ/Zsddj2rcNZzGusP/bcIqKXvt9CKfckLRl3A+pdGWcS71TuP16XThSV4ElZ43krtkiy72tyRnkTvRRViZtJYHjXdW0tk8LxT5pyyfsRuXt55lPSx1lvZqO5Sa4meXHVBYzv28mu+/3lR93Mkulf80fD7KQwvHvVoPosajJmqQh8X0yIGmMq3vpiHvTEZyCcH1y8Al6PoXLm2EN8/PNR6r0nBNl6UXde6MI42b6mE5bnWx7ThVvMovcieQ5lVVOEKVg8J+BqRQDYWzlQqxm8l9t1dBWMxGMh1RUESa1O1YKRzCGbBp0O7IhlrcUjqjtxe4DG3B7xcRaJFaMUSEQ4N4oXY4R9OPuRMY07oTHLbj9bEIEKmy6sv8LSbsFY4koN+VlD2Z9rLRt0mbKRyPOlU/W1STZfWpxTLz2bTaNzwExZfnaZuPadbi0yllZtFUyTe6pivTg1mJ9IMf5Jl/BDlucrCvjuC1/pY1TpcpcbH8P2HZMkrUOpvsUSSnDvaanB/cW73qcNUr2tA3jrGfPk2tcqLF1WGW+t7Uq69iFpv27Djh3QSHvqHYZstk0Y9K937bbWkx5eg84SylpSLfbejbacsuBJZYgAjmumULmGQcyx+utwdax3Rw+I+M0jnNZ3EuuG3ASR7jacCRrVF2P4whdCmd968KRQHkexHpWVGLbevqY4eRMC6NTWZlkktdWBl8w9W2evkVCC7mo39rCFkWk8l0bj7ifIHdRirJ0JCLuBRhMt12maymDyclyPhITRcz99MQKO5mWWsakv+9RCBqcPEHT41qXKwpyL2ioTwyTka5IVZ53f6o0BCciUE9lQYm6dzJ9HhRIpxcnomCJUiZGKQ6j0snXx1NZ4/ON+3zlmyrPE1VwvJMQw6wLJThiZttI656FgKXU9VFyiZkItVq4FKGVPmddaLNhUHF2YG9Uuf072oKQFivRCE6QLsOtZeXOyiDkrjdjjpUXC0zvuDuYBNlDVmzT24wR1tfYNJM23SU2TDfGaiQHYnSQ60GVsG2IcXljC+YF1suta+CArUMrjhClgRpT3iRufxLjzkqURL0QugbXT0LOytXwHTfXR1shJYRMCBo2fB9ZYsEeW68+nFwgB33swVj1DuAIjIwPeaaqMMSgEUPSJL8OHCG0+8yy5zDI+1hLIJ4A2iC12R1+El9kytF1IJfQVOOst6U4F8eGhEn/QZv8ypgpQ3LcWmqXqDZosnXcactdhjNziYxvyRjDOCI3HrHcJsiSu95MriLCd/MV5YMoL5I4JYLUyVd4aAv1ELnv9kvZcKVYAtqAGZfTW/dnODkT+IQpH/xK+0KqvucfxKAXqqjfOu/pELOoOkQRhigBJ5Cytwa6P/JZ0TTyuSn616KuT8fFUZ8YOh1Lr4YmYfkI2lSWv4DpI4okw9TWADheaI0SYqdLsCbDqezb4M749sN0rV5y/UTI+3TGez6iptfXqeaoM1kZoN0ZvflHk7BedU1IlQilYtEQYgbOvXHU5jGE3YOWcXvPRPDs1e5vKp1RMP2UxK03IkyLq76sb90mbqnNl0FyLFbY9Ea77b1Gm0Y7hlCIhWyPzWsNzlq00yZgCdBx66ve+/OU/f5B3F60AcwJFgOYPVzjGAJQpV4nkLF16Hdtl7LtXYF6B9k4bo8XlgxmMCRoO0aKF/dLbfHrV5+dOCVvB+6dqDX2I9bDnTa+uHD6codY5Gow7pFCbPvt9UqM9UxcCNvIIg3mSPt24HFnPWI5xgq3xZQhhSE9tTjSXwp0jds4S2Bot+HXjUD8QlP/NhuPcZuvyOUjZIlt1sURHDkVDOfWeZQIWGujjNfso5Nx5EyeH7GSactxWoURpYc8S1JX7d6YxD1zcdsOWWuv1GHyuWwGkzNfOMn3jiZBFBsVW6svqGoLRJQGMeq3r3mU67qskwllJ0LYAk4N8j0MPknLBz0u8gk6kxG36RA0/TvqsBr57RMDHU4QZTXWv32lg8aZLARNBa20mcoqBrk+H5NhOnPBVBazkyVNJxM+zFtvP+SzlvmYyp37ZDEda1oYW8dDLGcyl3h9KCRMExyfsIlwKdYuEWKHdLwqoM92UdpZGXqxhzgkgRpn5dLWONpxboAdGMG9nNy+HCS7DyoFjrTh9jCRgC5xjWyyde3DvcerBrcXqRFnjdiDO+iiRzXMCEYwrlFptdj/yzHWpH7MC57bVBqQPTVR2mA0g7NkCXGz9avFHYpBBkem5KTEDtwL5VpxJyqOqHJY0kfa1qGN3NfxyNH6C23dm3CWpqQtm8QXmVnemwqO2JXhDg0B50qYxJHaElXHcsxpjsPAS7YdYjbvtLnGAbdXUKxmQrp6+2zbNEBXt6nWWsge+jFq7xHHEfx6nAUW1ZZSpz5yZRg79mScZ4+pl/D9Jo7eS0ba7AlM4SxgKdzzoa1ici+H/I2bfPy4YpFL2WClQFEMMw61QSg/ZrifgJ6EpCJRJCxK8MxnPZPFyXf5EkQRs6h7kwnc00VYgN5aTEfw1a6nk4WJInTjXhi8sL5bKxyfn28h1kfq+/e04kETBq2USEd89+PqNAOmjyiCrO9J+04ljEZBjzPBdITq0I8B08FkcxwcP/7yrZNTpZMP/lw0XUzHg+adiBhO665frWIhAukQ5Kw/KY7X+mvyBjhrjKTbDl12v5OEbwfz0udiUw6xGGW5dh9G2AcjQPfh9lcNkvuKIlu2XimEjKGksa4AxqJUb+vcbtNO2mtxjHTfSJZYZa1A83F7zIScNGBIp5DGl2x5zsetr3sw702rxxwUIiRu0NQjDeZ0xHYMaapUcUsM8dBkOHtaJKp+Cdz7rhowBKlStcFyW4YRey+J2y8mB4RpI4WUQdaXNpzlSyDWJ2l7CV+Oc22ssvkss9f2qHZux1mvym0ZxR2ywabXRJZ4DpVAr5D3DPTGTPvQAb0JiJcbErx32LyqgCUYgtiKO32zxZa3gezLy7Nt1G2/y4Elcj2OI/pCrAdxc5SQ2g4YKocuS7iH4ibNrhJ36maXjS7PTMr+1s+O7MsU4jdalWv1zSoscIS9AuhqwIxlIczviANB8iGftUBmDU3qNDHT6foCdFS+UZrEYPl652G6FrTJfsu16RB4fyyJ0KJ/T3ZvOpjKguZjhutsZiSmY00TTGe+mEpBcLLpBgT4yqI3ipNVUKbzfAKi4VvgVVuJ1l6vO9o9S4gZw2QtV2kJL9YacZ+z75eqtmm32zQ4SJZwpXSa2ko0jjsMRPaAieVFv3ZILB8lNn7S1E0E3OxYEuG81aZRiRPK68mSuiyRkfKX415RI9aKfgz5EXIkjSBEyhfud+LIqBAzcasUK5w6lCWFFexbcUTJWmtI4qxUCzEHbTTacmjrj7SdkCwhq+COwAd32IeUoQH3vjctU8gz1a3K0IfzHhvB9E8aQ7wqce6iYqmSA0TkxMtKe132qYEjynug3VqvimKqvDbddMaWtdsd/MISDCHrxllBxQJbbMvbj2trGavgLKjyW8ospHSYXGX1gKnLkOxZsxbp9LAbe2JZFoKVwo13eaay5EuNZbmuXSTFap3GWYWzpNpa3fJghpKzKAKlJ27fKpYPUZYuiadPdCTi+4kI1jp+cAd7++NkCLdP7H28EYLm34PJhXffShZ1H6Z+jsJYnhxaETSd+WEyTBX2jVjoAwKiMJUiajqeBv5cqX+f7FidDkE7E+cmdQhIds7JuJ85bZ/JdcMastfox7mGgRP4tXAL0O1OtUva3znEJYMRfDUxkwMwhDSIG564xwlZEkIl/Szxq3AHijSqOGLBKsPt4WrE7UPqwMleUn4hmmLx6Sb7rjSWqzBCWhoxxEMsVP32npycmFT1qld1tXXIkmNJTyyHIoiXq7iyVwwbrg9H/KR9Bmx9Ue0kL2WWsnXgLFtiTZLDU7RVWohJD7lkRmQWcbuUA1CkHYTkSN76BdZigdtjP+O2DRcC2517Y5agy17JnZgxUwW8ZMdljf3dgxlT0j4dOMg4lX4W8gaOBIvcI33vy0syzq2lNev6WEmWuMqz0kvuqZMpHCETd8cc90b72oLs1GXfQ9eOc5GU54lKcg8GicYMVJFPd9I9UWKWj3hFLVAnu6gEwenMRpQrmh5f03GXJCKM70KkXSbzpQG5Lo0+8rk/BkwO3b6+W5bfzm9EgAxzScBbgamUSm8E/nx1IgjzUS5kz5k+CEErmX3PIGsZGdVtr4VwcZETMjOOszbYdh+Sr7tt3HrcHCeug0IYJK4QGBH6xW1PrEbjOHLQiCNzYllrtXEacEfkD6o6ifWmHCPMi+ug3Bf0Y4iCELpnbJxVNt6A+oiw3I2zMgmhGFHpibUOnJXQkpy0kJA2m0YDjtgJiYvjrHuShhCQHhwxFAIllsGECj/otccAzv3TP+QOjpcVxAJVrq5J38jYalT56TEmLoUST8ZR0v5eZ+OOANug90IvDzl1MW7DFWPYSwLjUtmGs57V4PbkCcRNsYycvYrZMSVjfxz3fjd/HdVjRKxYJWTbsrfGneQoR+ELIcsL3UYNOMXECIxaF0qxQsfBjbdiJrOPzeDZL0qwjNrjETXxTyXoQn5BeTouaxpBox2gEUXQ9PUTIWg6fD5lQz6yJtcnU2L4ApD+Lc/eZOUNiMaJCKRR1vc3aoULCDgRnKqx9UaJn7bwpyP+n0lzUwxHwPwDzaK8gETQj9u4w7gDFDQpG1HXxBphBfysi6EQiFU4i4sIwGKJQ6UpVqU4bg+Y7KMSa4yEkXBxDDGT0wOlPN0q/AjuZEEhckIa9V4rcYeTOHKC43LcMfVC9BIYIqCF/b02jUqc9axY3Zf20PKpECfItaxpV0QhUNJfYslCXWvEta9Yw6Sty9VvsWRJ+lUqHZ2H7CUEZ4kTyxxe+ZP2XoOKr2UPcTH1T1JM497FtgbjpviS/TSRoyygGHdYi3VvzFouIXvgTI71TOogY0eUydrVUcaL9jgS+UfqIH2CvdeGO3BG2rXP7B8jY+IOyTOVwY3DmEpTu6RKnwgBt2UdrTQErdQGzVqgy5hsz9kMJWdTuWMJ8hEz/7tPoPxJ/Y1M8mfK4hAwfUxFvqY73vIRtPGIe/lI3VTCUdQetBk6LZx2+G05lTtoPot9vt8BAe8UTDa2o7xVJkM6z/8zCTFyBVPtOho1h4vlQIRV7aYWtW9N9uMICZEDFkQgFUFX71HyT88TARwckZI42tIj65MI3nI4hQjb4m4IznojQriUpRt3MId255QyiPtlm722BmfB61BpCmGStIdtunLsudRLhPcB3AEVUhaxIBbjiJkQGX2ioNRZ+kOIp9RRrHJCQCVt7P0y1XbgToyUtpMypr140oeStibn0tfiuinH1gvp1+QOWx9//6Dc32O/L8eQrTb7kbpIOQYx+xclL7E6ghsL2oVX4sn78mQMifVS2mmY4y3Lvmsjqm7yEm7dDrocep5K27SlH6RcI+Q+i33krvu2jOl6SAkREyu4EOpozDApbLrCT77JPcpidiqJWUDAiWIqwpSPkE2HoKG+60n8ROFrrMMzEg3fsu/PKydDzEI7B7yT4D8T8t/3BgiYHLPItWZokqZJ0Ti55E2TIs9tEXB9IWlot7h2HOkQYRgcIZN9Pr5QLHloAVpIgUDcGWtwVgeBtogIuZC9VJJm0l4TYqTdOkV4FhK2HEcKxO1Q78vSbdJhw83HEUdNBkR4T6iPpCdllrpp8iqEUoiEtIXUqwx3omS5SkeTX01QpfxiMRQLZlylJ+3nEzap14hKS8aG7E0DR8SERMl9PQ7AkUlwBK3GtmGHykfPBbJfUMKKS6Nuw2IVT8aK3JM26lfhtHuhQOLL9RJyrZnST/X2npxgCc41V7tP6udK728DZ83zCZzEqSHXJVTCRGOGkTOBNhVGTd75JvQo4gXHC64aQRgKeKuhCdZk998oQdOIcnkMmD6i2iufJX+qOWW64QIC3k44GSXOiVrR3ow8346YhRNKfQuVL/RqgRGcQK2tDkIotJtjiYojFqJxnOuX7AfSaUn6mjAKQfBd4kRAlrhSbrHoSbmG1X9xeZS6Sd5Sfp2uJmZCampUWVpt2PkqDU2SJG1t6ZHyykf20Ymro9zX6/Eg7p1vvhVLfidwZANySYnURfaXaXIh94REl6vr+qAXCSfQ1kGNuAqrrZZ6vx24PWpChjWxlTFVY+stL84WYicEqJzc/NoxY05IdlrFEzdFKdcgueO/34sjddMWY3991s+NuB+KZbPcliWh0hbFgbjeotLUpE8rTWRcaRlLxrcQb2nLct4mbo1SkXwHGMDkFrN86Y3nCXemTOoBMxNTjb2TIWiTpavDJLzf+cLrRXEqQvlOxnQEx8mEzKAQCjgTMJ05Dd58xdCZMi+JcCoCqbZ4icykrWNpckmFxInS/muCIXtn5BAH1HVwZE9b7qJkNm0xGfHiyj2djuTjW+OkzmKZAGeJ04REk00hZlL+NgzZrFd56LVTSIcc1y/1FUIo3+XdZOL2pi1Okq4c/S4CuCYy4NwuNQESEtCvwmjioy2EkpYQM+166LvyaUSReF0GTaolLf2usDiGwGgyrS2zcYz1T/aRNdhrsndPCBHknhAqlqpKnKVNE3E5PEPnKf0hY1jGSgIzdrQ8JHHkt3wk3ji5VjswY8W3cuo0fEImkHEq4f3xr8NOTr9mEDnTpGwqtyx/kp/KYjZZGgEBMxX5CJm+74eNUkBExfctbVE4E/d2vFGEeSUgYHrQc1Cw5k8NEUB1m2nBUZMOyBUItUCK+u5bnqIOB9HETaxBg146vlJdBOy4l0aUpUEf4iBp6JMlxZohZdR5CCScXNOWLdlnJidHitVOWzikjcQ9T7vvyfdK8h+8IfF1uYVUaBINx1udBJqc+W6dxV6chHddQwiCdt30XTg1udfpaEqgX10gZfIJiy47OKtiP8YyVq4+7bij8qXd7Quqs2HEcifWJZ23lN+3ymoyqdvAJ7/6v98v4rIqbaYP99DhfAtalNuolM0nzEKuxRqY4G1iOZsKUYJkPotZEJAC3imIsrrkG+P+Pf+/DhMVT8O3rsnEFJ6t4xFFiEM7BQREI2pekt/BvTE/NMHyFdnaMiX/faFVx9cCuk/2ZE+Odp2UPAc4XjjPtxYJYRNLhiY8Ol0teAuEHIqFTJNQ3wrhu/WXqd/+Xix94p+ut+99ot3lxPqj22MQ534p16T9hJjpgzV8i4l/3d+fBscTzjIVR5MYSdMnlOPkuj3i3dOk1O9T2TdViSOcUjfdDmKtlDpIuaWtpR2F2Iq7p3ZhHVFhKnEktYzcPX+6jLpdpLx6L5qGdnuUvhdCJvfEQqgtnb6CwifJOm8Z4767sVZc+G60UcTaYQaQM39SlYYTTDaBnwkTckAARGuZ8y2KU8G3yOl4vnAkE8sMmCpmHPK19XQs9wEBAcdjqmfqTIV92XRWEAQn4PrKoKj1wScDem+XpAXR1huJJ653WgDV8Psoas/PuPcbnNCthWKxVOl9Wprw6bQ12RGLi/zWhM0nSVLmtPddWyTFkiIkRAiI744p9dWHdfjWNbyw2qqj21w+2p0wrX777qdiedRpayKuD7TQ/6WMUm+9lwyOdykU4q6Jp08+/BMU9dgR61gHjnj1q3S6yX2HHTgSM4Ij3T5JkvaWNtXWrcm2SaXJJU1SFqmf9ImkodvTn6fSHD8eRrzw0m/SdpVMhhkgcU2nCFETTT4EgSjgnYgTsaBNNz2foPn3fOhF7Ex5ziYTCvO1XUBAwJuLN2JVeycgQ+57mrT1J0oY9cmL3hslwmGUTOVbCKKETe3mCMfv79F56HKhfougC7kn4o2o39qtTYRybfXxXRxFSB8nt64+yfTrpaEJnaTvWx6lzKh6aYOB3svku43qOkp8ac8yL5xvzcOro7YE6X1Oei+WbxUU6PL67aOtUkKytFukPk0zagxJ/+lyCNEpUeX2XQt12vJOPN/iGbXm+n0v0MRUwvll1aRfoEmxPiUz3zMTZYH1Ldy6DDJGinFKl+MxA8gZHF9hvfkvICAgGm+UCERN2pO5qBAR/p2OfEJhIGEBAQFvFY4R7b4IuUInHE+KtKCo72kLh5Auua739fhCse/Spa1Pk8G3QOiyimVqUP0WoqQFbF8pKXkn1HcdL5+VT+ep53KxQvknAY54v+NeGrpfdD2j5FjfnRPvu6Tj/4/yYPHdEfU6ra1X+TxjpJ38NpY8/XVO9mP566JPKH3LoxAvuaathTqeWN6k/8XdUCsmfOuZ3pcXNQ71vkf57ofTREq7R0rb6bqKC6M/jv0+88eVLquUd8aTM39/i99wQRAKCDg1iLLAJbz/ftiAgICA04EzdQ46Zv+LgOlr6SFX6PQV3v4eK7w4vrVJkPbiy3ffCpFvrUh713Sa8l0TSKmf76LmWy18aMuOT+ii2kSTCZ9A6TbRpFVbZrS1KcqdTecXdYiELluC3DbP17b5yJ7v0uiL9fnc7KP6Rre3ELGo4/d9GV3IYNQYEvI3gnFXFFdFTc50epKnPoZfv95AE27dtn77CimMIuH5rGAST7eptgRK2ChSFjU+/XDSruICeiwijivFaUKUedI3SwZSFhDw1iFqX9t0NKIBAQEBpxqTyQPvdFlBNOxaqMwn7OP99sPLd713RrvfaauZhPUtXloAF4IRlX8UtKCq42nLiE84tZAbRc4lzlSWNo0ot7N8x6VLe/lEx3e11Pfg+HaJIkE+qY7qQ00+JyMDUdcm23clafr7qCZb+/N524gbo29ZHSfXEuW7muo20hxAwulXGWjy51tDNVmLKp8OF9XG+j7kPgfaEuv3kU4/aiz441zCDDDDLWeTDYDxiP8BAQFvLvI9V3oj8plM0s5UbX1AwEyELxecCThGrlCoD9HQbl6Tae9R931FXJR1SMfxCYEWoLVAOpkHlC5PPoHZP2hiugQkyqoURV59C5WUV1tL9El7Oo5fN03gosrlh/XLEmXJnMzK58cX+ORrMqOHr3yNCu8jX700tJuhn76/f036WsZt1JjxCZreV6bTm2wO0MRXyFUU+dUQ8uQTP21Bld++RVSXO+oZ0t/FhXdGWs6iMJl2JBCzgIBTi3yLXr7J70xSmJwp9QwIeDvhTHkuj3G8u9xkJMq/rudqbemSOPmsb76wPJnFIOo6RLs3+sKtb23R36fTx/ni6/Low0qi9hLpdvWJmV92v+6+oC6EyG93P818/TUZJjuPQVsQ5Xfau6fziQqfD1MpaH3L1bh3T9pJ+ltcIcc5vs5pFV7vJdR7Ef19blOVcaqxq69FnXsRNa78Np0qf/+gnBlNzvwH5EwS+AICZhqm0tJBeD4DAgJOL860OUjIWb59XDA5kfEJgi84+5guKYuCv+coSvDW97Tl7WSIWRSx8AVnf12LKpNP2vLVwSdvUW6DvhXQRz4CmQ+ThZ9MZj5Rq5gvj0fl64fxyWYUUY1qA3/PWBT8sSJkTZfD/z4dGWYqojnZ8zKddKIUFFFtPaPdGgMCAk4/ovabBQQEBAScfmSIJkz5XP9OZO9X1PXpppXPajEd9zsJF2XNiSpHvvzzXZsqXX+Ni7KIRWGqeua75xPQ6dRvOuvwdBUVJxIuH7H1yRBMTdyj3Ev1vSgSnI9g+dYsv4/zpZEv/8nS8cuWjrg2GbSlMF/+b5CcxWKxCuBuYKVN7TeBfcADQCOQBH49k8n8clplzovgzhgQcHpwohq2gICAgIC3Bhmi3RKnsk5oRLm6yfXJ3MJOVKjPh+kQsxPN08//RO5HuaVNhukK9/nIQ9Tvk8Fb4V2Wj9jmCxNV56g407Ei+nlGuZ9Opw3ylW+ycH4eUxHKqZ65qeqbn5zNmiJlwVeAJzKZzDJgNbAHuB34USaTWQL8yP5+E6E7JGjxAwLeegRCFhAQEDAzIGRGf/x7Aj9cPgH0zVDK6XT8/CYrx8m64r2ZmKwMk338MPnivhnli8r3rcZUdZqqHaYzDvPFJ8+9E8FUfTlZnKjr/j7NfPF1eP1frr8By1ksFisH3gPcApDJZI4CR2Ox2HXABhvsXmAz8CdTpDZVdnkQhMSAgLcG4VkLCAgImFnQljPI7xo3XTI1nWtvFDOBfJ0qnK46hLZ76/FGnpeTfwamYzk7B3gd+EYsFnshFovdHYvF5gA1mUzmNQD7f/40S3sCeLt1YkDA2xmTHUl7ItcDAgICAt58nE7rSUBAwMkh33P7xtwa48Aa4B8ymcwFwBFOwIUxFov9diwW2xqLxbaaqH5hJ/seEBBwejCd5/Dt7W6cOzcNn+7iBAQEBGQR5qeAgDMX0yFn7UB7JpNpsb8fxJC17lgsdjaA/d8TFTmTyfxjJpNZm8lk1kLJm1HmgICAU4ITdYl5eytSwtwUEBAwUxHmp4CAMxdTkrNMJtMFHIrFYkvtpfcBu4FHgE/aa58EHj4lJQwICAgICAgICAgICDgDMN0D+z8HfDMWi80GXgE+hSF2/xaLxX4LeBX4tVNTxICAgICAgICAgICAgHc+pkXOMpnMDmBtxK33vamlCQgICAgICAgICAgIOEMx3fecBQQEBAQEBAQEBAQEBJxCBHIWEBAQEBAQEBAQEBAwAxDIWUBAQEBAQEBAQEBAwAxAIGcBAQEBAQEBAQEBAQEzAIGcBQQEBAQEBAQEBAQEzAAEchYQEBAQEBAQEBAQEDADEMhZQEBAQEBAQEBAQEDADEAgZwEBAQEBAQEBAQEBATMAgZwFBAQEBAQEBAQEBATMAARyFhAQEBAQEBAQEBAQMAMQyFlAQEBAQEBAQEBAQMAMQCBnAQEBAQEBAQEBAQEBMwCBnAUEBAQEBAQEBAQEBMwABHIWEBAQEBAQEBAQEBAwAxDIWUBAQEBAQEBAQEBAwAxAIGcBAQEBAQEBAQEBAQEzAIGcBQQEBAQEBAQEBAQEzAAEchYQEBAQEBAQEBAQEDADEMhZQEBAQEBAQEBAQEDADEAgZwEBAQEBAQEBAQEBATMAgZwFBAQEBAQEBAQEBATMAARyFhAQEBAQEBAQEBAQMAMQyFlAQEBAQEBAQEBAQMAMQCBnAQEBAQEBAQEBAQEBMwCBnAUEBAQEBAQEBAQEBMwABHIWEBAQEBAQEBAQEBAwAxDIWUBAQEBAQEBAQEBAwAxAIGcBAQEBAQEBAQEBAQEzAIGcBQQEBAQEBAQEBAQEzAAEchYQEBAQEBAQEBAQEDADMCU5i8ViS2Ox2A71GYjFYp+PxWKVsVjsh7FYrNX+P+utKHBAQEBAQEBAQEBAQMA7EVOSs0wmsy+TyTRnMplm4EJgGPgucDvwo0wmswT4kf0dEBAQEBAQEBAQEBAQcBI4UbfG9wH7M5nMQeA64F57/V7g+jexXAEBAQEBAQEBAQEBAWcUTpSc3QR8236vyWQyrwHY//PfzIIFBAQEBAQEBAQEBAScSYhlMpnpBYzFZgOdwHmZTKY7FoulMplMhbr/y0wmc9y+s1gs9tvAb9ufK4Fdb7jUby6qgd7TXQgPoUzTQyjT9HCqy7Qwk8nMO4XpnxKEuemkEMo0fczEcp2JZQrz06nBmTiWTgahTNPDmVimvHPTiZCz64DfzWQyH7C/9wEbMpnMa7FY7GxgcyaTWTpFGlszmczaEyv7qUUo0/QQyjQ9hDK9PTET2yiUaXqYiWWCmVmuUKa3J2ZiG4UyTQ+hTNNDKFMuTsSt8WM4l0aAR4BP2u+fBB5+swoVEBAQEBAQEBAQEBBwpmFa5CwWi5UA7wf+Q12+E3h/LBZrtffufPOLFxAQEBAQEBAQEBAQcGYgPp1AmUxmGKjyrvVhTm88EfzjCYZ/KxDKND2EMk0PoUxvT8zENgplmh5mYplgZpYrlOntiZnYRqFM00Mo0/QQyqQw7T1nAQEBAQEBAQEBAQEBAacOJ3qUfkBAQEBAQEBAQEBAQMApwEmTs1gsdlUsFtsXi8XaYrHY7RH3Y7FY7O/s/ZdisdiaqeLGYrHKWCz2w1gs1mr/H3c0/2ko0x2xWKwjFovtsJ+r38Iy/XMsFuuJxWK7vDins53ylem0tFMsFlsQi8V+EovF9sRisV/EYrHfV3FOSztNUabT1U5FsVjs+Vgs9qIt0//zZrXTTMQpmgvC/BTmpzA/nZoynTHz0ymaB8LcFOamMDedmjKdnrkpk8mc8AcoAPYD5wCzgReBFV6Yq4HHgRhwMdAyVVzg/wC32++3A1+aAWW6A/jjt7qd7L33AGuAXV6c09JOU5TptLQTcDawxn4vA16eAeNpsjKdrnaKAaX2ewJoAS5+o+00Ez9vsJ3C/DSNMtl7YX6auu/C/DS9Mp0R89MbbKMwN02jTPZemJum7rswN02vTKdlbjpZy9lFQFsmk3klk8kcBe4HrvPCXAf8S8bgOaAiZt6HNlnc64B77fd7getnQJneCN5ImchkMk8D/RHpnq52mqxMbwQnXaZMJvNaJpPZbss2COwB6lWct7ydpijTG8EbKVMmk8kM2TAJ+8moOCfbTjMRYX469WUK89M0yhTmpzA/eQhz06kvU5ibplGmMDfN7LnpZMlZPXBI/W7n+AbMF2ayuDWZTOY1APt//gwoE8Bt1sz5zydotnwjZZoMp6udpsJpbadYLNYIXIDRbMAMaKeIMsFpaqdYLFYQi8V2AD3ADzOZzJvRTjMRYX469WWaDKf9ucuDMD+F+el0I8xNp75Mk+G0P3N5EOamMDfl4GTJWSziWmaaYaYT92Rwqsr0D8BioBl4Dfirt6hMpwqnqkyntZ1isVgp8B3g85lMZuAE8n6ry3Ta2imTyUxkMplmoAG4KBaLrTyBvN9OCPPTqS/TqUKYn05vmcL8dGoR5qZTX6ZThTA3nd4ynVFz08mSs3ZggfrdAHROM8xkcbvFBGz/95zuMmUymW7bMceAr2PMo29FmSbD6WqnvDid7RSLxRKYB/mbmUxGvyj9tLVTvjLNhPGUyWRSwGbgKnvpjbTTTESYn059mSZDmJ/C/HTCZVJlSPHOnZ/C3HTqyzQZwtwU5qYTLpMqQ4q3am7KnNzmujjwCrAIt7nuPC/Mh8jdXPf8VHGBvyR3c93/mQFlOlvF/wPg/reiTOp+I8dvID0t7TRFmU5LO9nf/8L/394dozQQRVEAvZZ2othnBVaWriC4C5vsQXANNq7Awt7eygUo0U5ciY3F/GIKHQcn+B94DgwJ85PM483kwmMgSa6/+Nxe19NUTb36dJzkoD3fT/KY5HxpnypuC/skn2bUNFpfRT5NnTv5NK+mf5FPC3skm2bUNFpfRTZNnTvZNK+mLtm0JGTWGX5J5T3JZdu3SbIZNfmmrb8kOZ16b9t/lOQhyVt7PCxQ02177TbJ/fgC+YOa7jLcvv3IMNVfFOjTdzV16VOSswy3nrdJntu27tmnH2rq1aeTJE/tuK9Jrnb1vau4LbzG5ZN8kk/ySTbJJtkkm7pk0147AAAAAB39+k+oAQAA2B3DGQAAQAGGMwAAgAIMZwAAAAUYzgAAAAownAEAABRgOAMAACjAcAYAAFDAJzdOkHOAzR8LAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# check max frequency to use\n", + "nfmax=250#550\n", + "nfft = ntpad#2**11\n", + "\n", + "FFTop = FFT2D(dims=[nr, ntpad], nffts=[nfft, nfft], sampling=[dr, dt])\n", + "PUP = (FFTop*pup[ns//2].T.flatten()).reshape(nfft, nfft)\n", + "PDOWN = (FFTop*pdown[ns//2].T.flatten()).reshape(nfft, nfft)\n", + "RTRUE = (FFTop*R.T.ravel()).reshape(nfft, nfft)\n", + "\n", + "# mask away high freqs\n", + "mask = np.zeros((nfft, nfft))\n", + "mask[:, :nfmax] = 1\n", + "mask[:, -nfmax:] = 1\n", + "mask = filtfilt(np.ones(50)/50, 1, mask, axis=1)\n", + "RTRUE *= mask\n", + "R = np.real(FFTop.H * RTRUE.ravel()).reshape(nr, ntpad).T\n", + "\n", + "fig, axs = plt.subplots(1, 3, sharey=True, figsize=(15,5))\n", + "im=axs[0].imshow(np.fft.fftshift(np.abs(PDOWN[:, :nfft//2-1]),axes=0).T, cmap='jet', interpolation='sinc',\n", + " extent = (FFTop.f1[0], FFTop.f1[nfft//2-1], FFTop.f2[nfft//2-1], FFTop.f2[0]),\n", + " vmin=0, vmax=np.abs(PDOWN).max())\n", + "axs[0].axhline(FFTop.f2[nfmax], color='w')\n", + "axs[0].set_title(r'$P^+(f, k_x)$')\n", + "axs[0].axis('tight')\n", + "im=axs[1].imshow(np.fft.fftshift(np.abs(PUP[:, :nfft//2-1]),axes=0).T, cmap='jet', interpolation='sinc',\n", + " extent = (FFTop.f1[0], FFTop.f1[nfft//2-1], FFTop.f2[nfft//2-1], FFTop.f2[0]),\n", + " vmin=0, vmax=np.abs(PDOWN).max())\n", + "axs[1].axhline(FFTop.f2[nfmax], color='w')\n", + "axs[1].set_title(r'$P^-(f, k_x)$')\n", + "axs[1].axis('tight')\n", + "im=axs[2].imshow(np.fft.fftshift(np.abs(RTRUE[:, :nfft//2-1]),axes=0).T, cmap='jet', interpolation='sinc',\n", + " extent = (FFTop.f1[0], FFTop.f1[nfft//2-1], FFTop.f2[nfft//2-1], FFTop.f2[0]),\n", + " vmin=0, vmax=np.abs(RTRUE).max())\n", + "axs[2].axhline(FFTop.f2[nfmax], color='w')\n", + "axs[2].set_title(r'$R(f, k_x)$')\n", + "axs[2].axis('tight')\n", + "axs[2].set_ylim(70, 0);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Stochastic MDD" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "lossdict = {}\n", + "lossepochdict = {}\n", + "avgdict = {}\n", + "enormdict = {}\n", + "gnormdict = {}\n", + "mdict = {}\n", + "dr = 1. # force it to 1" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "id": "C1R-rKLI_fqc" + }, + "outputs": [], + "source": [ + "pup = pup[:, :, nr//2].T\n", + "pdown = np.swapaxes(pdown, 2, 1)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "VO6fPf9V7MGj", + "outputId": "152c4867-7827-4944-b784-c3ae3aecf4f9" + }, + "outputs": [], + "source": [ + "pdown_fft = np.fft.rfft(pdown, ntpad, axis=-1)\n", + "pdown_fft = pdown_fft[...,:nfmax]\n", + "pdown_fft = pdown_fft.transpose(2,0,1)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "# Torch\n", + "R_torch= torch.from_numpy(R)\n", + "pdown_fft_torch = torch.from_numpy(pdown_fft)\n", + "pup_torch = torch.from_numpy(pup)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Gradients" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial Loss norm: 1.153848e-02\n", + "Initial Gradient norm: 1.423951e-04, scaled by lr: 1.423951e-04\n", + "Time: 0.426344 s\n", + "Initial Gradient norm: 2.276022e-03, scaled by lr: 2.276022e-03\n", + "Initial Gradient norm as np.linalg.norm: 4.727831e+03, scaled by nbatches: 4.727831e+03\n", + "Final Model norm: 2.276022e-03\n", + "Time: 0.857079 s\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Check full gradient\n", + "gradfull = MDDminibatch(ntpad, nr, dt, dr, pdown_fft, pup, SGD, \n", + " 1, ns, twosided=False, mtrue=R, seed=0, savegradnorm=True, savefirstgrad=True,\n", + " **dict(lr=1., weight_decay=0))[-1].reshape(ntpad, nr)\n", + "\n", + "gradfull_torch = MDDminibatch_torch(ntpad, nr, dt, dr, pdown_fft_torch, pup_torch, torch.optim.SGD, \n", + " 1, ns, twosided=False, mtrue=R_torch, seed=0, savegradnorm=True, savefirstgrad=True,\n", + " **dict(lr=1., weight_decay=0))[-1].reshape(ntpad, nr)\n", + "torch_to_numpy_to_scaling = ((ntpad*ns)/2) \n", + "gradfull_torch = gradfull_torch * torch_to_numpy_to_scaling\n", + "\n", + "fig, axs = plt.subplots(1, 3, figsize=(14, 9))\n", + "axs[0].imshow(gradfull, cmap='gray', vmin=-0.1*np.abs(gradfull).max(), vmax=0.1*np.abs(gradfull).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "axs[0].set_title(r'Full grad')\n", + "axs[0].axis('tight')\n", + "axs[1].imshow(gradfull_torch, cmap='gray', vmin=-0.1*np.abs(gradfull).max(), vmax=0.1*np.abs(gradfull).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "axs[1].set_title(r'Full grad torch')\n", + "axs[1].axis('tight')\n", + "axs[2].imshow(gradfull - gradfull_torch.cpu().numpy(), cmap='gray', vmin=-0.1*np.abs(gradfull).max(), vmax=0.1*np.abs(gradfull).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "axs[2].set_title(r'Difference')\n", + "axs[2].axis('tight');" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial Loss norm: 8.191437e-03\n", + "Initial Gradient norm: 1.096322e-05, scaled by lr: 1.096322e-05\n", + "Time: 0.476345 s\n", + "Initial Gradient norm: 6.845103e-03, scaled by lr: 6.845103e-03\n", + "Initial Gradient norm as np.linalg.norm: 1.311848e+03, scaled by nbatches: 8.199052e+03\n", + "Final Model norm: 8.600009e-02\n", + "Time: 0.858366 s\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Check Batch\n", + "batch_size = 32\n", + "\n", + "grad32 = MDDminibatch(ntpad, nr, dt, dr, pdown_fft, pup, SGD, \n", + " 1, batch_size, twosided=False, shuffle=False, mtrue=R, seed=0, savegradnorm=True, savefirstgrad=True,\n", + " **dict(lr=1., weight_decay=0))[-1].reshape(ntpad, nr)\n", + "\n", + "grad32_torch = MDDminibatch_torch(ntpad, nr, dt, dr, pdown_fft_torch, pup_torch, torch.optim.SGD, \n", + " 1, batch_size, twosided=False, shuffle=False, mtrue=R_torch, seed=0, savegradnorm=True, savefirstgrad=True,\n", + " **dict(lr=1., weight_decay=0))[-1].reshape(ntpad, nr)\n", + "torch_to_numpy_to_scaling = ((ntpad*batch_size)/2) \n", + "grad32_torch = grad32_torch * torch_to_numpy_to_scaling\n", + "\n", + "fig, axs = plt.subplots(1, 3, figsize=(14, 9))\n", + "axs[0].imshow(grad32, cmap='gray', vmin=-0.1*np.abs(gradfull).max(), vmax=0.1*np.abs(gradfull).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "axs[0].set_title(r'Full grad')\n", + "axs[0].axis('tight')\n", + "axs[1].imshow(grad32_torch, cmap='gray', vmin=-0.1*np.abs(gradfull).max(), vmax=0.1*np.abs(gradfull).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "axs[1].set_title(r'Full grad torch')\n", + "axs[1].axis('tight')\n", + "axs[2].imshow(grad32 - grad32_torch.cpu().numpy(), cmap='gray', vmin=-0.1*np.abs(gradfull).max(), vmax=0.1*np.abs(gradfull).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "axs[2].set_title(r'Difference')\n", + "axs[2].axis('tight');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### GD\n", + "\n", + "Works the same!" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "batch_size = ns\n", + "nepochs = 10\n", + "lr_torch = 10." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial Loss norm: 1.153848e-02\n", + "Initial Gradient norm: 1.423951e-04, scaled by lr: 1.449932e-12\n", + "epoch: 5, loss : 1.9283e-03, loss avg : 1.9283e-03\n", + "epoch: 10, loss : 9.0352e-04, loss avg : 9.0352e-04\n", + "Time: 2.968358 s\n" + ] + } + ], + "source": [ + "torch_to_numpy_to_scaling = ((ntpad*batch_size)/2) \n", + "lr = lr_torch / torch_to_numpy_to_scaling\n", + "\n", + "model, dmod, lossdict['SGD'], avgdict['SGD'], lossepochdict['SGD'], enormdict['SGD'], _ = \\\n", + " MDDminibatch(ntpad, nr, dt, dr, pdown_fft, pup, SGD, \n", + " nepochs, batch_size, twosided=False, shuffle=False,\n", + " mtrue=R, seed=0, enormabsscaling=True,\n", + " epochprint=5, savegradnorm=True, \n", + " **dict(lr=lr, weight_decay=0))\n", + "mdict[\"SGD\"] = model" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial Gradient norm: 2.276022e-03, scaled by lr: 2.276022e-01\n", + "Initial Gradient norm as np.linalg.norm: 4.727831e+03, scaled by nbatches: 4.727831e+03\n", + "epoch: 5, loss : 3.8547e-03, loss avg : 3.8547e-03\n", + "epoch: 10, loss : 1.8061e-03, loss avg : 1.8061e-03\n", + "Final Model norm: 1.114208e+00\n", + "Time: 6.209226 s\n" + ] + } + ], + "source": [ + "model, dmod, lossdict['SGD_torch'], avgdict['SGD_torch'], lossepochdict['SGD_torch'], enormdict['SGD_torch'], _, gnormdict['SGD_torch']= \\\n", + " MDDminibatch_torch(ntpad, nr, dt, dr, pdown_fft_torch, pup_torch, torch.optim.SGD, \n", + " nepochs, batch_size, twosided=False, shuffle=False,\n", + " mtrue=R_torch, seed=0, epochprint=5, savegradnorm=True,\n", + " **dict(lr=lr_torch, weight_decay=0))\n", + "mdict[\"SGD_torch\"] = model.detach().numpy()" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, (ax1, ax2, ax3) = plt.subplots(1,3, sharey=True, figsize=(16, 9))\n", + "ax1.imshow(mdict[\"SGD\"], aspect='auto', interpolation='nearest', cmap='gray',\n", + " vmin=-0.2*np.abs(R).max(), vmax=0.2*np.abs(R).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "ax1.set_title('Numpy')\n", + "ax2.imshow(mdict[\"SGD_torch\"], aspect='auto', interpolation='nearest', cmap='gray',\n", + " vmin=-0.2*np.abs(R).max(), vmax=0.2*np.abs(R).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "ax2.set_title('Torch')\n", + "ax3.imshow((mdict[\"SGD\"]-mdict[\"SGD_torch\"]), aspect='auto', interpolation='nearest', cmap='gray',\n", + " vmin=-0.01*np.abs(R).max(), vmax=0.01*np.abs(R).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "ax3.set_title('Error')\n", + "ax3.set_ylim(2, 0);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### SGD with no shuffle\n", + "\n", + "We get same results provided we rescale the last gradient in numpy implementation to account for the fact that we may not have the entire batch." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "batch_size = 64\n", + "nepochs = 10\n", + "lr_torch = 3." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial Loss norm: 1.143219e-02\n", + "Initial Gradient norm: 4.443183e-05, scaled by lr: 3.976395e-13\n", + "epoch: 5, loss : 5.5258e-03, loss avg : 4.6166e-03\n", + "epoch: 10, loss : 1.2882e+00, loss avg : 6.3416e-01\n", + "Time: 3.559345 s\n" + ] + } + ], + "source": [ + "torch_to_numpy_to_scaling = (ntpad*batch_size)/2\n", + "lr = lr_torch / torch_to_numpy_to_scaling\n", + "\n", + "model, dmod, lossdict['SGD'], avgdict['SGD'], lossepochdict['SGD'], enormdict['SGD'], _ = \\\n", + " MDDminibatch(ntpad, nr, dt, dr, pdown_fft, pup, SGD, \n", + " nepochs, batch_size, twosided=False, shuffle=False,\n", + " mtrue=R, seed=0, enormabsscaling=True,\n", + " epochprint=5, savegradnorm=True, \n", + " **dict(lr=lr, weight_decay=0))\n", + "mdict[\"SGD\"] = model" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial Gradient norm: 6.935470e-03, scaled by lr: 6.241923e-02\n", + "Initial Gradient norm as np.linalg.norm: 2.640959e+03, scaled by nbatches: 8.252996e+03\n", + "epoch: 5, loss : 8.8368e-02, loss avg : 2.8559e-02\n", + "epoch: 10, loss : 2.0600e+01, loss avg : 5.7739e+00\n", + "Final Model norm: 2.046563e+02\n", + "Time: 6.539602 s\n" + ] + } + ], + "source": [ + "model, dmod, lossdict['SGD_torch'], avgdict['SGD_torch'], lossepochdict['SGD_torch'], enormdict['SGD_torch'], _, gnormdict['SGD_torch']= \\\n", + " MDDminibatch_torch(ntpad, nr, dt, dr, pdown_fft_torch, pup_torch, torch.optim.SGD, \n", + " nepochs, batch_size, twosided=False, shuffle=False,\n", + " mtrue=R_torch, seed=0, epochprint=5, savegradnorm=True,\n", + " **dict(lr=lr_torch, weight_decay=0))\n", + "mdict[\"SGD_torch\"] = model.detach().numpy()" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, (ax1, ax2, ax3) = plt.subplots(1,3, sharey=True, figsize=(16, 9))\n", + "ax1.imshow(mdict[\"SGD\"], aspect='auto', interpolation='nearest', cmap='gray',\n", + " vmin=-0.2*np.abs(R).max(), vmax=0.2*np.abs(R).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "ax1.set_title('Numpy')\n", + "ax2.imshow(mdict[\"SGD_torch\"], aspect='auto', interpolation='nearest', cmap='gray',\n", + " vmin=-0.2*np.abs(R).max(), vmax=0.2*np.abs(R).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "ax2.set_title('Torch')\n", + "ax3.imshow((mdict[\"SGD\"]-mdict[\"SGD_torch\"]), aspect='auto', interpolation='nearest', cmap='gray',\n", + " vmin=-0.01*np.abs(R).max(), vmax=0.01*np.abs(R).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "ax3.set_title('Error')\n", + "ax3.set_ylim(2, 0);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### SGD with shuffle\n", + "\n", + "We cant get the same shuffle but from the above we expect these implementations to be equivalent" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "batch_size = 64\n", + "nepochs = 10\n", + "lr_torch = 3." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial Loss norm: 1.159088e-02\n", + "Initial Gradient norm: 2.148474e-05, scaled by lr: 1.922761e-13\n", + "epoch: 5, loss : 3.2255e-04, loss avg : 1.4416e-03\n", + "epoch: 10, loss : 1.1444e-04, loss avg : 6.1696e-04\n", + "Time: 3.583614 s\n", + "Initial Gradient norm: 3.686200e-03, scaled by lr: 3.317580e-02\n", + "Initial Gradient norm as np.linalg.norm: 1.925365e+03, scaled by nbatches: 6.016765e+03\n", + "epoch: 5, loss : 3.2337e-03, loss avg : 3.5851e-03\n", + "epoch: 10, loss : 1.8397e-03, loss avg : 1.6408e-03\n", + "Final Model norm: 1.255848e+00\n", + "Time: 6.519878 s\n" + ] + } + ], + "source": [ + "torch_to_numpy_to_scaling = (ntpad*batch_size)/2\n", + "lr = lr_torch / torch_to_numpy_to_scaling\n", + "\n", + "model, dmod, lossdict['SGD'], avgdict['SGD'], lossepochdict['SGD'], enormdict['SGD'], _ = \\\n", + " MDDminibatch(ntpad, nr, dt, dr, pdown_fft, pup, SGD, \n", + " nepochs, batch_size, twosided=False, shuffle=True,\n", + " mtrue=R, seed=0, enormabsscaling=True,\n", + " epochprint=5, savegradnorm=True, \n", + " **dict(lr=lr, weight_decay=0))\n", + "mdict[\"SGD\"] = model\n", + "\n", + "model, dmod, lossdict['SGD_torch'], avgdict['SGD_torch'], lossepochdict['SGD_torch'], enormdict['SGD_torch'], _, gnormdict['SGD_torch']= \\\n", + " MDDminibatch_torch(ntpad, nr, dt, dr, pdown_fft_torch, pup_torch, torch.optim.SGD, \n", + " nepochs, batch_size, twosided=False, shuffle=True,\n", + " mtrue=R_torch, seed=0, epochprint=5, savegradnorm=True,\n", + " **dict(lr=lr_torch, weight_decay=0))\n", + "mdict[\"SGD_torch\"] = model.detach().numpy()" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, (ax1, ax2, ax3) = plt.subplots(1,3, sharey=True, figsize=(16, 9))\n", + "ax1.imshow(mdict[\"SGD\"], aspect='auto', interpolation='nearest', cmap='gray',\n", + " vmin=-0.2*np.abs(R).max(), vmax=0.2*np.abs(R).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "ax1.set_title('Numpy')\n", + "ax2.imshow(mdict[\"SGD_torch\"], aspect='auto', interpolation='nearest', cmap='gray',\n", + " vmin=-0.2*np.abs(R).max(), vmax=0.2*np.abs(R).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "ax2.set_title('Torch')\n", + "ax3.imshow((mdict[\"SGD\"]-mdict[\"SGD_torch\"]), aspect='auto', interpolation='nearest', cmap='gray',\n", + " vmin=-0.01*np.abs(R).max(), vmax=0.01*np.abs(R).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "ax3.set_title('Error')\n", + "ax3.set_ylim(2, 0);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### SGD with momentum and no-shuffle" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [], + "source": [ + "batch_size = 64\n", + "nepochs = 10\n", + "lr_torch = 0.7" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial Loss norm: 1.143219e-02\n", + "Initial Gradient norm: 4.443183e-05, scaled by lr: 2.164926e-14\n", + "epoch: 5, loss : 2.3374e-03, loss avg : 2.0173e-03\n", + "epoch: 10, loss : 3.7220e-02, loss avg : 1.2516e-02\n", + "Time: 3.658381 s\n" + ] + } + ], + "source": [ + "torch_to_numpy_to_scaling = (ntpad*batch_size)/2\n", + "lr = lr_torch / torch_to_numpy_to_scaling\n", + "\n", + "model, dmod, lossdict['SGD'], avgdict['SGD'], lossepochdict['SGD'], enormdict['SGD'], _ = \\\n", + " MDDminibatch(ntpad, nr, dt, dr, pdown_fft, pup, SGD, \n", + " nepochs, batch_size, twosided=False, shuffle=False,\n", + " mtrue=R, seed=0, enormabsscaling=True,\n", + " epochprint=5, savegradnorm=True, \n", + " **dict(lr=lr, weight_decay=0, momentum=0.9, nesterov=True))\n", + "mdict[\"SGD\"] = model" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial Gradient norm: 6.935470e-03, scaled by lr: 3.398380e-03\n", + "Initial Gradient norm as np.linalg.norm: 2.640959e+03, scaled by nbatches: 8.252996e+03\n", + "epoch: 5, loss : 3.7380e-02, loss avg : 1.2209e-02\n", + "epoch: 10, loss : 5.9521e-01, loss avg : 1.5522e-01\n", + "Final Model norm: 1.925939e+00\n", + "Time: 6.548897 s\n" + ] + } + ], + "source": [ + "model, dmod, lossdict['SGD_torch'], avgdict['SGD_torch'], lossepochdict['SGD_torch'], enormdict['SGD_torch'], _, gnormdict['SGD_torch']= \\\n", + " MDDminibatch_torch(ntpad, nr, dt, dr, pdown_fft_torch, pup_torch, torch.optim.SGD, \n", + " nepochs, batch_size, twosided=False, shuffle=False,\n", + " mtrue=R_torch, seed=0, epochprint=5, savegradnorm=True,\n", + " **dict(lr=lr_torch, weight_decay=0, momentum=0.9, nesterov=True))\n", + "mdict[\"SGD_torch\"] = model.detach().numpy()" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, (ax1, ax2, ax3) = plt.subplots(1,3, sharey=True, figsize=(16, 9))\n", + "ax1.imshow(mdict[\"SGD\"], aspect='auto', interpolation='nearest', cmap='gray',\n", + " vmin=-0.2*np.abs(R).max(), vmax=0.2*np.abs(R).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "ax1.set_title('Numpy')\n", + "ax2.imshow(mdict[\"SGD_torch\"], aspect='auto', interpolation='nearest', cmap='gray',\n", + " vmin=-0.2*np.abs(R).max(), vmax=0.2*np.abs(R).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "ax2.set_title('Torch')\n", + "ax3.imshow((mdict[\"SGD\"]-mdict[\"SGD_torch\"]), aspect='auto', interpolation='nearest', cmap='gray',\n", + " vmin=-0.01*np.abs(R).max(), vmax=0.01*np.abs(R).max(),\n", + " extent = (r[0, 0], r[0,-1], t[-1], t[0]))\n", + "ax3.set_title('Error')\n", + "ax3.set_ylim(2, 0);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally let's take away all 'debugging' computations and see how faster the alg is" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial Loss norm: 1.143219e-02\n", + "Initial Gradient norm: 4.443183e-05, scaled by lr: 2.164926e-14\n", + "epoch: 5, loss : 2.3374e-03, loss avg : 2.0173e-03\n", + "epoch: 10, loss : 3.7220e-02, loss avg : 1.2516e-02\n", + "Time: 3.632933 s\n" + ] + } + ], + "source": [ + "_ = MDDminibatch(ntpad, nr, dt, dr, pdown_fft, pup, SGD, \n", + " nepochs, batch_size, twosided=False, shuffle=False,\n", + " mtrue=None, seed=0, enormabsscaling=True,\n", + " epochprint=5, savegradnorm=False, \n", + " **dict(lr=lr, weight_decay=0, momentum=0.9, nesterov=True))" + ] + } + ], + "metadata": { + "colab": { + "collapsed_sections": [], + "name": "Data preparation.ipynb", + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": { + "height": "calc(100% - 180px)", + "left": "10px", + "top": "150px", + "width": "269.797px" + }, + "toc_section_display": true, + "toc_window_display": true + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/stochmdd_numpy.py b/stochmdd_numpy.py index 46f832c..c84a9dd 100644 --- a/stochmdd_numpy.py +++ b/stochmdd_numpy.py @@ -56,10 +56,10 @@ def step(self): self.optimizer.lr *= self.gamma -def MDDminibatch(nt, nr, dt, dr, Gfft, d, optimizer, n_epochs, batch_size, +def MDDminibatch(nt, nr, dt, dr, Gfft, d, optimizer, n_epochs, batch_size, shuffle=True, twosided=True, mtrue=None, ivstrue=None, enormabsscaling=False, seed=None, scheduler=None, epochprint=10, reciprocity=False, - savegradnorm=False, timeit=True, + savegradnorm=False, savefirstgrad=False, timeit=True, kwargs_sched=None, **kwargs_solver): r"""MDD with mini-batch gradient descent methods @@ -86,6 +86,8 @@ def MDDminibatch(nt, nr, dt, dr, Gfft, d, optimizer, n_epochs, batch_size, Number of samples in time batch_size : :obj:`int` Size of batch + shuffle : :obj:`bool`, optional + Shuffle before batching twosided : :obj:`bool`, optional Kernel is two-sided (``True``) or one-sided (``False``) mtrue : :obj:`torch.tensor`, optional @@ -104,8 +106,11 @@ def MDDminibatch(nt, nr, dt, dr, Gfft, d, optimizer, n_epochs, batch_size, Save norm of gradient over iterations savegradnorm : :obj:`bool`, optional Time solver - kwargs_sched : :obj:`dict`, optional + savefirstgrad : :obj:`bool`, optional + Save first gradientkwargs_sched : :obj:`dict`, optional Additional keyword arguments for scheduler + timeit : :obj:`bool`, optional + Time execution kwargs_solver : :obj:`dict`, optional Additional keyword arguments for optimizer @@ -146,7 +151,8 @@ def MDDminibatch(nt, nr, dt, dr, Gfft, d, optimizer, n_epochs, batch_size, for epoch in range(n_epochs): losses = [] isrcs = np.arange(ns) - np.random.shuffle(isrcs) + if shuffle: + np.random.shuffle(isrcs) for ibatch in range(int(np.ceil(ns / batch_size))): # Select sources batch isrcbatch = isrcs[ibatch * batch_size:(ibatch + 1) * batch_size] @@ -155,16 +161,19 @@ def MDDminibatch(nt, nr, dt, dr, Gfft, d, optimizer, n_epochs, batch_size, # Compute gradient grad, loss = MDCop.grad(d[:, isrcbatch].ravel(), model) + # Compensate for last gradient that may be smaller than batch_size + if len(isrcbatch) < batch_size: + grad *= (batch_size / len(isrcbatch)) + # Update model - #model -= optimizer.lr * grad.reshape(model.shape) optimizer.step(grad.reshape(model.shape)) # Compute gradient norm if firstgrad: gnorm = np.linalg.norm(grad / ((2 * nt - 1) * nr)) ** 2 print('Initial Loss norm: %e' % (loss / ((2 * nt - 1) * batch_size))) - print('Initial Gradient norm: %e, scaled by lr: %e' % ( - gnorm, gnorm * optimizer.lr ** 2)) + print('Initial Gradient norm: %e, scaled by lr: %e' % (gnorm, gnorm * optimizer.lr ** 2)) + gradfirst = grad.copy() firstgrad = False # Update losses history @@ -212,4 +221,7 @@ def MDDminibatch(nt, nr, dt, dr, Gfft, d, optimizer, n_epochs, batch_size, if timeit: print('Time: %f s' % (time.time() - t0)) - return model, data, losshist, lossavg, lossepoch, enormhist, lr \ No newline at end of file + if not savefirstgrad: + return model, data, losshist, lossavg, lossepoch, enormhist, lr + else: + return model, data, losshist, lossavg, lossepoch, enormhist, gradfirst