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@kne42
Last active June 1, 2018 19:21
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for 2018 scikit-learn/scikit-image/dask sprint https://github.com/scisprints/2018_05_sklearn_skimage_dask
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"from scipy import ndimage as ndi\n",
"from scipy import LowLevelCallable"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Autowrap"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"import numba\n",
"from numba import cfunc, carray\n",
"from numba.types import CPointer\n",
"from numba.types import intc, intp, float64, voidptr\n",
"from scipy import LowLevelCallable"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"def jit_geometric_function(geometric_function):\n",
" jitted_function = numba.jit(geometric_function, nopython=True)\n",
" \n",
" @cfunc(intc(CPointer(intp), CPointer(float64), intc, intc, voidptr))\n",
" def wrapped(output_ptr, input_ptr, output_rank, input_rank, user_data):\n",
" output_coords = carray(output_ptr, (output_rank,), dtype=intp)\n",
" input_coords = carray(input_ptr, (output_rank,), dtype=float64)\n",
" jitted_function(output_coords, input_coords)\n",
" return 1\n",
" return LowLevelCallable(wrapped.ctypes)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Adjusted Warp Code"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"from skimage.transform._warps import _clip_warp_output, convert_to_float, safe_as_int, _to_ndimage_mode"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"def warp(image, inverse_map, map_args={}, output_shape=None, output=None, order=1,\n",
" mode='constant', cval=0., clip=True, preserve_range=False):\n",
" image = convert_to_float(image, preserve_range)\n",
"\n",
" input_shape = np.array(image.shape)\n",
"\n",
" if output_shape is None:\n",
" output_shape = input_shape\n",
" else:\n",
" output_shape = safe_as_int(output_shape)\n",
" \n",
" if not isinstance(inverse_map, LowLevelCallable):\n",
" raise ValueError(\"'inverse_map' must be a scipy.LowLevelCallable\")\n",
"\n",
" # Pre-filtering not necessary for order 0, 1 interpolation\n",
" prefilter = order > 1\n",
"\n",
" ndi_mode = _to_ndimage_mode(mode)\n",
" warped = ndi.geometric_transform(image, inverse_map, output_shape=output_shape, \n",
" output=output, order=order, mode=ndi_mode, \n",
" cval=cval, prefilter=prefilter)\n",
" \n",
" if warped is None: # result written to `output`\n",
" _clip_warp_output(image, output, order, mode, cval, clip)\n",
" return\n",
" \n",
" _clip_warp_output(image, warped, order, mode, cval, clip)\n",
"\n",
" return warped"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Warp Testing"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"from skimage import data"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"cam = data.camera()"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"from matplotlib import pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7fa1efbb2438>"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(cam)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Camera"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"@jit_geometric_function\n",
"def shift_jit(coord, out=None):\n",
" if out is None:\n",
" out = np.empty(coord.shape, dtype=np.float64)\n",
" \n",
" for i in range(len(coord)):\n",
" out[i] = coord[i] - 42\n",
" \n",
" return out"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"cam_shifted = warp(cam, shift_jit)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7fa1ed946630>"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(cam_shifted)"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"from skimage import transform as curr"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
"cam_shifted = curr.warp(cam, lambda c, amt: c - amt, map_args=dict(amt=42))"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7fa1ed9526a0>"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(cam_shifted)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Hubble Deep Field"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
"hub = data.hubble_deep_field()"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7fa1ed7e5048>"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(hub)"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [],
"source": [
"@jit_geometric_function\n",
"def zoom_jit(coord, out=None):\n",
" if out is None:\n",
" out = np.empty(coord.shape, dtype=np.float64)\n",
" \n",
" for i in range(len(coord)):\n",
" out[i] = coord[i] * 0.5\n",
" \n",
" return out"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [],
"source": [
"hub_zoomed = warp(hub, zoom_jit)"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7fa1ed7d38d0>"
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(hub_zoomed)"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [],
"source": [
"hub_zoomed = curr.warp(hub, lambda c, amt: amt * c, map_args=dict(amt=0.5))"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7fa1ed7015f8>"
]
},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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9B3/0T/8o/Vd+Jafzys/96H/Ff/k//nc8Pt8Qz4FcC0pVaBvW0wnhHHLYUY8rrhekFMFo8rhQMtjGkUQmTgu7w/NQRoKfWbNgZzS5uYB548aEzPgQMMYBG+lulWb1E6SKstvSWSuLqCtFKIzrqaybaJErpXGYsyco8DUzDAMvNweiSNwRsVnhwxP2uSHbhtemI1lCkwWLkQzZMOWAEYUcC7briaeFoXcbN9UbhrbH360opxh0y0kX8FBz5WrneHN8jBENkYSrkpwrSmvmNNKJK7I4E8M2hxtjN67MSEDjw4g1LaWAqgLQ5LggrWGaJ1JMb1ng+qJwzgshQSuCSOAKtSRqTKAUuUKNCXuvfAhRMWPgrgYwijgtyJg5NC01JGagIdF3hcZdUKphWSfSOjEvHqUrIcwUuT3B69UVdYqEVlOcRiMoAs7nM0oasmtIaaXtLbuLjioSMXpqKlA2ZUhqRQoe2zSomqFm2rZl8TNKa4Zh4HO6kjUdOWdy8FijyFKyno58y1d/L//sf/pH0Z/9COYw8I6r53jYtrimYy6Csp6oTcswZt5wZ+R5pTeOBcdetIx2JmXBVSdIJbPb7SilEKPn0OxotOHiwYFsK7LbESuc1xPaFdK9khdJGAE30xOEyRsBrQ1D95CwZkoMXB123IUFm6F5eEk9e9bgSSEipSQXqMrcq5+F2Z8JIWyczX1G4b0nUymqkvxK2zpKXqh4Qg0QYUqJKCqPpxOXFw+pKSMUpHXCaInREmoihgWcZIozb64nXvlzP8WTn/rrfOTP/Fl+4X/7qwR/hqIoOpB7CbrF+wWpNxWzeo8F1tNImj0mS7RqAI0UlpokbWsRfmV3+RK1f8jgdmQlyLc3yOQJaSHljLUdoliUMozHEzF6tNToriNWGC4uqbKi3ZZhiVwI44IoCqUtYZ3AFlzbkHMlxsh5OvJCt+Nb3vk2vvP5Z/jml15m6BuOyeMWgU6CZFtUkOTGYosCpckS2iqJulKqoh+eA+nQC6AStW04pyPviw3/9X/wb/CNlx23d09o3BVBgVw2oatKwXFNPOwOTH4CqwlGYIyjakPKmSIky3mBqkjKsM4TmYCPI3WncG3zj5Dn/iljxhdDxqW1qk3jkFKjtWX1p23ZIQyZihMCIwvSGuYU8Ic9L16vLAcHS6I4yNNMEoa4LkQLg3uAqQvXxyMPH1xBSEjX4TlDACUa1nhHYM9BJoJWmFiYg0cNDj8vPGz33DWGXUykWPB5QWCQdaVTLVNYyaoiq6SkDNohy4TWHaNfOBwOrOuKzGJTslJGFIdtoSZPrsAwcFUvKepEwxXX4VNMY+DZwwNu8glRG6KSpHHBvP2dmN/4FcKwR4eVVC1aBNRaoDdEk8lnR2VbfjWtJcZILJpGC0JcNuLXWmS9t0OEQm4N+Eh0gsuyqbNryrT9geM4MbQNSilCXCmlYIzAp0xFYkMhuIJKYuNVpKA6jVxmqjZI21KnkbUkDm1PoTKPC82uZfQTu6pZk0CriqeQc+W5/orXj29waRtUo5kjOCSnfObCNhxDxTaOWjNXDx7SVM33fe/38Kmf+1skVQgF7Ol1folC8Nccy0AJGS8zwxJZdEUoixaSmgJjiAgUziiEEEgJokpyiVhrUDh8GakMyPFEMBbKgtw9xC6Z0EAJC6RI33bkAuu60nUdfl0xXQ9Isl9RNSF1w5JGShY0jd36NhcMGqwlkxG+cOgMCc/ve/4r+O5/6/v49u/9l/gf/rP/iJ/+q7/Ah44nqnGEccZpxXg+sj0cKy8+8zLX1084xRmbMpfDA+zFC3z/D/4YH/wr/w3H8UP8+id+mW73DN8/FP7jD/0iP/av/CB//uc/SIiVkj26t5uFZQokLcnJ0nQREStLDVyKnru4oHJGdA4TDaM/0l09y5oX4ulMWyyLWtFZb7RF+m2WcdVSSRiWZcJaC4CUG6fUWA0ahBJoITnYHhssR1lZxjOzKfTveBe1wOIjVmksAZaJaY4MFztWP3FME+t8y3orEaVuGYEWDK7nZp4RS+A0n4FCnT2mCuY4Uh9fs84LMXm6wyNEqTjbsdSCsQ3W9Ti5Z9dDWU6gd/cBuCcuZywdSIHWFqEkTS9JIrHmTKYi1sgT/xuEueNT1x8hP/d+SmN4crxFZEs1BY7XuFYjrz9DHS6QSyZFQWc0WTbU3QXQoVYLcqHTDZ115LipmE5BSom+26OkBSQlJkRRhCKINW48VRSc58SSKsK23K4rly+9A9O0rPNpW7pSCWskzivEFVo2OV9B1pkcPeF8JlVF9gkZArkm2qZhWtYtQ9KK+Xyix6L6A1lwb1+ooDTX8xOGw8DaNZy9R5vCGE8c2itOPqB0JS8LVhSWceEbv/OH6X/gj3H1Nb+bX33jxD/47Cf5G2/cMM0eoQ6IDIotEy7OUZaIKjNxqbz4nq9j2O049B01g7YNRUiyhJIyvhZu44kUCkVF8kVH21h2+4coPyNMooQFIxUCRcrbMlgIwRo8XiS0LKTliESgu46leHZ6RzPsWKUixowWestElwlRMj6cCd7Tuz3IE3/gd30rzz1/wXu+rMGfJlKdyW+8TlnOpLsTJkhUbbnor3jz8aeZR4m7aHFXV5zsAnnig3/tx3j9tb/L4098FDpB9gt/yU/8wS//3fyFD/w9QllRzpNFJq6eaZrITiMp1HLifJ5YZUVJw9wW+r4laUvyiVAXuv2Bchrh5LnYXyIHTUmVskmub2nM+KLIuKQUte87Sq9xsZCiQIq6+WKMBC3RCHyIXLQ9cwp0WG51pVbPo2iIfcMioJyPDM9+Ga+/9mGu+udZl8c09sASPQpLLrfU2lMc6BBIxeEahdSaGjy5NdSQ0AhSXCFrpKkMwrG2B9TdNcEVsoAcMnbX46eZnCq79hlyeoLUihwkpmmJJlLHQCqRlBJD1xMpGO1o9UPG6RYhFlZf6XtBc3gXx9OncVIzTQvGCpazp1cNpzzRmo0XiqLS2ZaSJSGeyLGg9WYYFVUiFYQlo3QBKallM3RqIdFakoSlyorSlWn0SNIWXIPC7iTBrzjdk7ImlxEnG4L21KixupDrZoqMKRCLoL+/2UMIGNtQSuHBxUPmeQYHy+3I0OwZ1ztk01BTRBRBqEA1NCxkVbG6oWiNLjCvCdMqSvD4EGh3e3yKMEWcUYQcuLi44KX9Ix64HfJdX80H/s5P0NkXmP0dCA21oTGS6+M1retQ2gKKQSWeiFvmMeMYcG7jJQ2SkDJaKua00hQBVnJwA0/GMyILtLPk4Gm6jQ5o2555XVGNJVPR68antW2PVS3VZq5vHtM3e2qOJCoaRRCVuga6xuFzwUqBoRIq1Mawj4LUaH7v8JBv+mde4vkve4FXf+bD/NTjOz68XiPKgWa55c5UhHOs60xjDP1SedNMPHBXLDfX6MOziHBCZkXedUBhlxyfXZ7wsJHMUaCkwa6BvLckXyFFhJKkkHGt3sj+oWfxK6JoKImsJS4UdDsQ4kzSFZFg1x64O58wRjEMAzEXzrc35LeQ4/qiCFxKqbrf75ljQZSVIhVKbs7ylBKd1fgCg3Gc8kKXC1rumLghhZ79RU/1mfl0zcvvey+p+Upe/+RPYuIOqVv6fmFdBD6vEBVCR7JsKGtCqYo2EqkMFIUvFRk9VRQwIIXbjK6qI8xHvFRcND0xzMickFYjZMsazpuMnyrNiy9xOo6UcksvHhLzjFCSnLcncd/vOB5vKanSD45zDrSrZMFQdGBvGvqrA9ev31DixP7RS4TrI0EEZEpUJWn3A9PNGWUdTau5vT3SdQ3KKtYCh27PePtZSrTYduMR/Zq3rKLXyCrJMeCspcSC7Bpy9CQlGEQLMnNex21JtiS8EaR1YagNqdckv+1LLuQqIK74FHHagZIopRBCbUtlA41y5CwobFwYQAqRoiWX7/52rn/955EhoKpg2PfM67JxTK3AxsrteaTtDDltQXJJK6bpgYTODbt+IE2PWXXHVEYa2TOez5uNBI+qitUn+v6A0AtP3v9HcM817P7ynyLZzdysnaHWipENa1zZuRZPoUpBnleaoafGhMAwrRNt5zZbhmnJMWKEQktJMlCjx6+J/YNHHK+fsBsaxvMKolA6i5gTUise9nsen2+wXbsJDX4FYRCiIvuGi2q4coZGF4bLhrsnK9ZpPjqOzOMTtH4BU888uTmzay9QxpB6yKdIvfTk/e/FXP9tRG147vKd/HNv+zb+z4/+LT47fYxaK3NKXMrKTVhRbY9KQCrbg09vK4V0nsk50+8G5uBpXUdcZgoVIwzVCEpNlFpptEEIhY/x3odnWMeJGCPpt91SkUrVma4WbCcwGvIaaHVDbwdyqbTKMfrAc3pHkT1RRlpv6VxiubtBSwWm443PLDz5+P+KFs9gukJrRi4uXiKEFVRDEgukA6ZO2MOAVrCMCZEFU5zI52tiTuScURXy4mmrRInI0D/k4R5SXBDGIro9pd2Rg8CJyEX7iPUb/01qbijjRN9eYXc9pRRSSgitUEoxjXc4Y9E6sU6ZZ5LjrAs7s7J3zyBWz2de/RRKCZrGEcZbzm2krCv20AGS4+Prey9QJhVJN+xBalLJ2BA437yOaS4ZHras68q8LMRaqEahs0RET9s3rEYhrWJOmxL17KML1EGxhoiMkroEcC2thkNzyaoicsmoLJjGBeR9EFRqU7FCRjuLTxHTGJquQ6aC7hqyMShnyXmb1EopUBITPZ2KtEqgpeTqbS+QzFZ6Eo4j3mcOwwEtJCLDSKLajTjXSTCbkbO/4zYXSrF00lHrxOXDPTFrotzBCsJqql+Q+Yruw3+WFz/wIZ64hWnxlACyGkLZPHCDtZzLSlxmjDQ4qxnPdxQ/oSRUK5jCRGstIkWUgCgzpzgTi8HJlqbpWKlgLfPiN6rgomcnLU5sRtPH04nGGUwsyLQJODFG8hKRa0Qj+PV04rWbyC+9NvIxf+IjT1Y6afnuH/hTvP3b/mUWZXju7S8i2sjJ3uKuj5RDoT3vCJ/869hcKD7zHS9/Lf/8z/4I3UtvZ04J7fbULjG2A1Y19Foja0I5A2qrXqm1orWkaexmahWVOdxgW0lTMlhJrgmrJL1riGPE+4mmtaQcELLSHnpyKW9pzPiiyLi01rXpHEhLqYGaKsoKSkxIHKUE9ocBP84kCVFEvLykVZ5aIkPRTBK6LFhiIqlEowxK7JHdBKthYqWdEy9+1fv59Mc+gZUdQayUNbAEj+tarFBMaaGRPbVuPiglLNIJYqgc2gPLeiTpglF7TBzx1ZHLQmv3TOsJbyw7AXMNqJBx+z1hihiVt1o4qdHyfnKmzUvlmoYcMlpIolKoCiCJImPEVjaCNpBW8ArVGkqINI39vGNbVL2pbn4is/nh3vbCi3zm8WeJc8GagpcJoSs2acxywWzeZLWWQ3XMq+fh1Z73fMP7+NDP/wqqaKzSnE530ChapRjDSmN7KpEyJlaV2beWqjQyb7WUOVeqEf/PtdkWSuJ8njgcDixhgSqxomGOI6qC3u+wa+Dsz2jbIWpFCk0pC6gWCyw1cTCW0zojhCKFiBsMtbZoEZn9St84RKksa9iW0znhnCOlRI4F4+xmDo2B0S9c9DtOy4StmtY5priQY2K32zHOZ5y1rIComTKvdLtLVpvhtGBtgxKSGDNVQI4BYRpUidsSXBn8klAyok1DCFtbas34mLh6+Cyvv/EZ2tZw9vBoeIC8EMiz4Zie0JTCIHtmFUhzQluLJ+K04dkX3s9rn/wYiohQK6dcqbkgokN1K1lmDvFAkJk1F4ycWOrAVx3ew7Pf/q/xiz/9oyzLgrSS83pEZkkrN2MxuK30Lnpa0xBSojk0TNME2tD4QpZga0MyHlMU2QdSa1BesdqAnBIMHbtYKTGwaEmY31of1xdHxlUrunHEtD0Z9t2AlQqjLLCpY1OJCGNpVUurenoC7VrItSGWihGS2lo6BKYWwrIyjW8SJ0GtmZAikxM8fuU37rMfQQ6Rruu42O1xUlNrpW1blLKEUkkpsaZMDpnWWN6Yjwy7A41oSfPKdU3YtoEkOfsbaOBR0kx+ZecctVGcTnd0vaakjDGOnCupFnJM5FRppWPNEaUEsQSSHwklk0qkhMg6baUvqoAxDd3ldmO7tiG/jwWIAAAgAElEQVTGiPeeKivrOm/nwG2KWCxcv/kYpQxuJzgn2E2CNLbkwyNifZP4zNsxb38ftVYur57ndLrjAz/3y1htiPHE6k+byhYjpIhDUr1HaYvoHLp1xLBZCrIspLLVFdaS6OwAUbBOR3wJtENLjoESPKUmmsZRa6VkyRiO1JCQRmEsCBkodUULh7UNUw6IJTCViJYK27XoVkEyFD8CkqHfsyyRUhXd0FOUQGiFj5lh6Lh49oJUE8vpSJoDTdszjSdUiCyykK0gUel3w1ZOZTt0NVwoQ55WZOPIwdOGyrPPPg/AOC9oaxD3NX9abHMoJIgloK2g5K08zRjDuq4opejbgVdfe43dxRVLgUcycJrepNzc8Xt/6F9EN5a1ZN70I+VugcZuhHkOLPPIq69+mMQZ0WrWeslheEAVMFzuwSjCM19OjJ5znxFNj88O6xc+cnyFD/7v/wnBCNY6U+SCNTvUbs9MJVlFbQVLWbECihE82A2cXn4XjpaHSVC0pIqCURXlOqrSqKEFDe1uh10jD4YBnT3xao/4svdsVpe3LGRt+KLIuJRW1XQ9fbcjh9NWFGw0OaWNlO07xuhphCL7DKXw9ve8zGtV4D/5CrY/MJ3PHIaem+nMy2//et747C9i5UCsC3HJqL4hn0aUqFSjQCtUVoQw0zQN87opQ7LRLIug2UvSecVdPCJMR4pMNDiKKEjl8MtMa+z9myESYRXYg2ZeRvrmgul85LDbUzNM/ogSlpgTPnk6t9kLklPE08pVf8GbfkQrxYVrOC8zMXl63ZIRrPOJi8uHW5BKE6iGmBO73YF1XljSyq7pmNeF3rTEvE1yJSXVamoxCHkmry27bmTOjqoc9ryw9obWXBDCHUSBVIlu94jT6Y6mabZiZBLeL+y63VYGta4MjSPkhJEGJbfyKGvtVs6k2AqVS8VZvfFEGayWBL9gXU8IK8JVdJYY2XMKE8qv1HbAykqtmbhGpBWkImiUYYqRThrKvQes1IoxjhQitVacMdRcKGrzQJHZ/FIkaDZvVPGRnWuZRUTnLeB3TU9cVmzXMo0je9ty0tCimJYRZQ2NsARXuOovqFkyThNKbRxeYyUhebJUSFEgK3zyOCVRNHg8WlmstZzHI82wCTpOGySbn/BgHnI6H/n93/T7+dAn/i6vr3dkoRnDjF0rbWMJyaNLATOQ4gJGoJueMntQUMvMvGoud3Izu9qH1E6TTiecURSVmdaRvX6WUmb8stJ0ggXHThtO45G2bYlhs4QkEXFSUO0eNY0kJ1AIkjX485lOtgidmBC4WEEkgnJYqWi0ooREM3RYCp9+7Y3ffhlXKRUrDFIIxjAyh2VLwWulcQYf8ya5hoAwlaNc+fRnXmF95dPMbIrHle0JoqKdRaBRRVLTE4RfER2YGDCXDU27eXWK3KwC1mmwmqbvtmwLwb515HVm51qyr5TgOQRY0kwqgTQuNFaSUmIsM0o3pB7i5DG1J/kzcqdZ1hO35YSokmma6NsG5/T2potxYj3OPOx3nMREWzKNUszXJ5wxDEPHPM8Ibegu9kwkUt4CQa0VZQ3TNGGMYd/utvIdq+7bGGk6R9M3rNnT5EI/dvTDyPX3/UkcA1UUxq7FLCvFv8EzuwtefPs7efDSu4nzDY2CHEaEmPDjijGO8+0ZUSV91xDHMzttiCXSHC6wypJDBr1lFiFOSFUIPiFRpFQQylCVJgUPUmNURwkO9ejApaw0VwNKaLTa7DDWDARfaVEEBY11xJzQTYuxHaWsqGSxTlPJpJQopeDnhaEdyDFhtSGb7Q0iO9NRYyHlQB4XLJq2PzDPM9pZjvOI61q8tQxGsa4zbbPD2AblDGYJvH468ubjV0l5JpVp+xGapt3hZINJEqMkRrTknElhpdWWMC9bcBQKnRT7fg9IhDBE2bJETytXfvJDf4XfXE6o00qZPWIOSGOxrqVIQRaSdL8MJ0lyOpHXMyUvWH2Jcgo/Rnbtc5y/69+mrzuqV8zijlQNOyzPPveAq+cqbbcH0aOo+HHFqZbsM11TCTLSSMvoC2G5wSuwSiNipBwDnXVMKqHWiJsXosvk2iLjxMSCnyIzglwFX/MTP4KRb+37HL4oMi6tbO0GRVGGQWYKA7Yx3Pgz1UtEY9gdI+Fhg19eh9gAINTmxLZaotGspkBIdIcr0s2bqKFFeqhKIkTdsqFh4Hh7Yr/bsZaEroosQKPQKjPGyKHfs84TSWRa3ZBlJgQNNSKLwBtF14ApmXluSPmMM4ZUw+b/8turb1JKcG+qLGKrZZuXBdcYVNEUWxFRE/2CtRIpLTF6jDHEXLF6myhCKKbiMaliDnum84yTFXt4yM3dmzgyVWhMMaAMIU4YubmerdJ4ZlpluJ0El32PLytCgQgV0VxgwpF19yyDtpj1NY4xULTGnSaQF0RVKGlFGUnKlZoyXX9gWu4QxqKlQVVJCCtVSXZ9j/cLKSWklKwh0VlDSJEq1KYUDy39nFnVwvu+5Tu4/cxv8M4XIb/wIjfjNb/2Nz9LKIEuKciFs1lxvlCEpISCaO+d52FFHxrSzUy7s7Tigme//Gv55G/+ffTtSrYREdjqG6UAfV+BUQRKVWrJdG4PjWGZNqXYh4BQmr7vOZ+PWw1p01CqoGpJPp5R2tINPUtYuFw0607jZUYkIMXNjEve2te0lJy312ZphUficuFZ2XIc3k46/QrrmrYsJwX63SVxWam1EnOgupYmFXxcKU4js6JtW+paUD1M0xmntxcO5Hml2gadV2pzoOZNBawpg6mkdeHR/sD3/OC/zwd+5cO88tP/E3Gw+DmhtEBrSR49vkaaywdQMm3R4CTn2xuqkcjaUNKK05JFqK1GkUqShrZ9QD7dYnc9OSVijDzYHXjz8Q0pht9mGRcJp3tciYxyYJYLMXp2odC1jmF5zJsvP4e5XbDVodSmyBgloCR2XY+PgZf7K5xWxPM1qt8h5kKoHh9Xcok451jWmWEYWNYVACUk+b4EaFo9je2Zp5V1DQgM87xuHFSn6PqG4iPZR+R4Zlor7UHRaEPNCWM7uJ/wpWwv2lPWoaWiMRatNdYYdFW4drcVnlbBxdVDqnAYI5C1I4VIawU+LeRcOfsJtKJIRRYSrWfGKlmmin3fd+HsgNEOqRXBz1izWQpqzcQSkYtjTYZeOm6BVjpkasgp4Mc3GH1B3L7K8fVPcde+g/b3/GHSjSdYi5UVoWaqKmjTIrSgWouvkVYZUJqUA2sJqNbQt4YsJKd5oqhKlmUjyEWl3x1o+wF92BHGlTTseXj5XtZf/STvfXFgEA2f/cAv8trPfJRyd4dbApOsm0iRJFUKYvS43m3ZSAWtLfok0RfPoSI8/NbvRD58B8/JSzAefTQsOVP/b+7eNOa69azv+93zGvbwDO/8nvmYczxiH4ztQ3HBMWBaCEmZI5XiRCQNSlP4EIm0Vds4dVVFqESFVq2qKGlJUyWlhUAKCZEhkAYQlCkQBhs8nuE9Pu/7PsPee4332A/rwUIpLcg6Sq2uL/vR0tZ+tvbe61r3fV3//+8v5GJTCRkhNUlGUBKfJDEHZAjInPAp0q43CF2IJeJ+bzWbJVPXEw8DTduij1b0/QGVYdwGok3IUNiIhX/VDf3iu0UiMcvASUqIAbnbU6H49Pwqsn+ZMAWM0lRVQ8wSay2peKzVVLZF5kCOkfbaKTUGqyUljQibmaaeutoSY17saqXQ1oGiG2waEeXAMHTsh5E8BGaROb/o+J+/77v58M/+ENPJEdGHxWt5dbOZrcatGmT06GkgasU8zMQk0FHilOb49DpoyVFdQ2UwpcV6hb94iGoqmAOkjBCCh7uBnONrWjM+JwpXZVc80T6KTxYt96xmTe4jBwI5Dqj1o9wKEW6syCZBLvhphhRpK8tFf0DXK169OCNRsNYyB8+UI1i9sICKxHtP26xIKVE1NVJKtJSo2qGUoDWOqesZxo71usUZg5YKkwQqFeYUEZsVrQx09oRtKdBl+rEDlYkB/BTw3pNzRitLTIWsJUIrfD9ikczzTLe7JBhJowyHsx21scQQcHVEVpbzw4FNtWJyku1qTfYBIxZsyVatudsoxvFlqpd/lnlKOO2Y0khTK4y1dH2/kCqlopQR6zRPXt/y1e/9eow0JHnA2NXSl1IRIS2VyaymC+Yf+x9xxyfoJDjXHilqjN0wDotOSxQoo6dXGdUFDJLVakXOmV13QLMMMzb1FrxClIC1mn44EGZPuTzDrg23VMMXv/kNfOBX/j5v/wt/ll/pLC+9WHiYE/K4YS4JOXmiLpgoyFJRVRWHOHJ0ssUrsNqQ7YgNB6SyvPJr/5Tdb/4T7l1+kiFCPl7IqG3dEGYPQJ4mKmGJY6A2ln3Xc+gWppQQgnmeCVPAjxOlJLRxdEQabRFGcxgnYt8jraHRlm/8mg/w+me/gUkFHgZPCPPyfwCfIn1/oLIO34+QoDYtB3lBSRUXw0uklLBWczgcqG1N13VoV+FjWvRPIaBtxeFyB7Igc0NTrennCasM+Hg1FMh4o4hDjSiJOQtirLFO064Sc+yxssJzIKxbSqhZ7S5RWZJ8WNgBytAKSZ4TQq/IZssQJ0pYxNYkyFXm/PyccY74IbMWoApMlUPWjlpYVNMQQsJJi24E4jVuzn9OFK6Qer7of/hn1KWiDA3eRiYnWbkj+gm6/UMODx4yvHrGsbmNbY9xq2Oyqpiv7lBKKZLRGCFIs0BOgVt375CDIKXlB5ATHHYdIQSUXagR8zghIvhuovcD9bXVQsFMnhj9Miaf/fLjmDxHm1OiXCw0jD3nr/s6mvZ0ea2po6ryYjYuhTn4pVcjF0PvXBIzmaqyCKtpEHgi2s4EJpJo6LMnDhNHesPDXYcLibkkhDPYpsXnxHm/3EG1vY0OGWsTQ7/DupoSFEVLYszIVPCjp9kc8Vx7i6//6z+AvnuHIR6IuWHOA6gWqzcIIdjNgrNwwSgqVNjRKUnjLTlerRz0zDTslouvcZgEqnYIodg9uEBJidSKYYYsFZf9BUUtBA0/A9khs8MVhdAbnn72PQR3wif+3q+z//kdd+Ix3i0FQhZIRSB0IZSAzIVwZaURMTP0PY2raLKkCEVVH9HnmVXO3N9/AlXXbKJEjFtUWew7Ui6wQGUkKUuUWRBF2+NTijEkoaldQwoeLd3yGRKxWdDO5TMcLKSi9glVaTZVwxf8yW9G3/84Tb6Namaatl5WbMkDGaUFwzCghMaZhhwL9nBMuzHUSlGAEGesWgpISTMIg58jVaWRQhMLuCKZmEhcsj88QFkH2VDssjq0SFamYZQTCksQIw0KP06MlwK3vUaZBmhukOcDJUzcl5kQCm29Yr3eLralElEa8D2uzKxTpmwsdk6kdcXhvMMIjVvXjHokvP7PQb2hETuEc+z9yBN3HiEbRbCSFr1ACl/D43Oix2WlLk/evs3FcMkueTZ5GfWLlcWGRUEcxgGfFTJGklK4WrPv9wCs3JZ5HJBaoIxctmlzIKuCFYogBCUUEHmxdhQoSiNSXLZTc8RYhQ8BYxxKGYZpMRTXjUPnTBcnNki646eodw9AZ4KUVDJCUewuexpnwUlKDBSlmUe/yDQEiAJt23LZHahO1/g+cVqDEzXFwwv+AberE/w0M2kQc17gibbgx8SqXjHOlyhj6Z59jtVHfhXdTQyV4qmT5/jwN3wnm7/xLShlCKXCDz1GgFxXPH7zrbzr276Lf/63vpsXX/1N+hAJU6CURLNumA6B9brm0O8xukWJRBZLX0iUpQiRZpKQtLqlqEAIiX4c2NYbUInV0QkXDx8ijYZxImrL0abhotuziY6DjuQSFwtMiCCXPAAjFE3ZYpvIwzBwIynuF4+Whjl5pPdkawlxxFChi6foGh923Lr7LO/54q/gx/7B9/PgsGfTrJhTRiWxWJLUgmDWItGnhMgFQ0G7FmE1eZyZwoTSlrpkkqvIM1i3bEljudJexYLIkSkJXLOACBur8aPk5qriP/zun+d7/tLz3CsTQx9xYqRWDee6xg5n1O0pWQVCPxN1ppYVc/bLBJal8KYwLj3KRkKRiOxR0iC1Yeh6co6stxvGcSbniDN2mTIrTbJAN2BdS6okNlZk4ZE5MMmZplozjz1yBme3FFMQKXI5DBy1x6Q8AnAYB9aqoihACpIANjXpYkBZhZgKogU9ycWTmhObakU/TKRrnvSgICtwpSGJhLQGHRU5Rw5dR34Nq9fnROFSSpajG6fE4ZxpdYPtOBFLZpwm9LZl2u/R1Zr1yTV2r97jyEk8G3K+pBI1fegxdUNOiTx5sJrsZ1JKrFxNJwRtvfwAlK6WqUz0eCWoosHVlmlaQIU5Q0oBz0KpxHumpHCnjtJ5yq4jNALRGKpJQdH4sujB5nnm4HsqtWw9AZwzBL9YIlJatkzWGG6dXuPZ23fZvON5fvfXfovf+o1fJJ55BttR5YVzVFUN4zRROUP0gSCXVYO3J7j9A4RNjNUR1dn5Mk21C4kzh55V03K5O6der7DX7yDuXVDMxOA1MfdYtUwnY4lYZem6npOTLUMfSSajIhhXM4tMlRMpZIqSSFOYdhPOWJJe0NU6g9SKqR8wVQ1+otQNMczYpkaKimG8xBZFjoH1eotzNReXl9R1zZ7Aykn+rbtfwsVW8s9+9Wfx84ExRFZViyiZSCQjFwsRUFnD6ugYkQYe3L9EO0spYtnaO8t+v2e7bZnnhDOaeQ6LjUYLdFVzfn5OYxd7CllQ9CLhyFIhRFrU/lpjmoo0ZXwcMWoR+Y5zodYFZQRH6ib/+p/8y/zQj34Xw9DhQk1BklXCkMhiiykjpdGkYUJKTUiJbduwP1wuRuvRk3RihWIWmTAnGuPw84y7ghNKLRZopa2Yp+FK0b74VmMOGN0yBRC7DtEsRvjr12+iXcvl4VPouEZkyOaSKRh05RbcUCgouajacxFYuxBFRIG6qjiUwEl7xNmDV3Fm4XRVriGFRVdZKcfsd8hBYZRjqgpWRLxcwkJ0llyOI4RIiulfXXNeCPG3hBD3hRC/8fvOnQghPiSE+N2rx+Or80II8X1XQbC/LoT4gj/au5CYooiDZnUxIGPGTYkp+qVoFUMVEvlyRzXN9KOHHIg+ME3DgmoRgm63RxuDP3iKrBDSMgqJmiKpnxB50acYVVE3W5xqKSzsolQy4zwsFyIJp5bGvlpZVsLTdxfkNGBvHxGtQnSWmCVjtXzh47w0IFftBmCxIOWC955pmihXqUSlFGpXwdEJb/yCd7OxN6jGjs21xxDrntX6eAHymcg+T5wc32QcZ7TWgENlTZ0HsDDmmlp64kojlOaQz5nlknDTdR3KVeAz5pV7nLOnG0eUWYIlYszL5NLVADT1Gp8y2llqFJlFMW5Gz6EfsU1NmBeLj6vtUgC0pjaWVCAF2LbHi5nbLdjg7WrLPMww7qhywSJ58uaW3h+4vDxH5ISf9hAFaop88Td+K+/4oq+5EgwntIRuPhDl0lgf+z1H6yNKgszI5e6ci4sebRY9lLRmGVDkQLteLwZhVdN1w0Ifnefl++h6Wm2xZkOljikCnHbYqsIIsMaAUZ8xjc8y0brFYDx5EGiCF4RYqDYbfvR//w/gMLMyDSRJta5xVmPMijuPP05xC5CvBEFrjzDGMM4TxjYM+6UQuygpTqOyoTEOkKiqJlm1JFWVROUcKQXEFQZ5miaSDxAEfrzETJfUjz8CQO0q+nHPM4+9m8e/8j9nFudMaUCL62ihIRSqotFaIsqyypNGY4+2lNEj24oxR/CRB2f3Od2eklVCF0UOGasNomT8OEAOiFqTjzzruiKIROo9MsKsM23bIl5jBeofuuISQnwJ0AF/u5Ty5qtz3w2cl1L+2lVS9XEp5S9fIZv/feCrWCLJvreU8n+LJvuXD+nq8mh1RNlIzqeZbSoc0oi1lilHrGoRceAQZoxSqNLiTKAUmMNMkQ58xFWGbhyW7YoRuAjKaOZcSFPGOolPM04o+iIwsaDWhvEwI2RCXaGjrWkWzMg0kEkMxxPNvWuUZqaMPcUYjIpEVxBhQ1M7/NShEMy5oES5sp5MaOuoKssUruiXKWND4frjT1CJyPHTb2D85Kf4ZNmw++RPU+R1nJpQBIKy2M0NVJzYPXgV2WwR40i2Iy01o88IoajbBpkEU9wz5RGZLFJK3LrFXx5IUaAN2FXF5bDDiWaBJCLALMr4mBdqhNaWgKcqcOj31JuWFDUh9rTGcQgFUxbia4wZPRcm5ZHA8fqIMYUFSlg0NYJpDkwyclSv2JTI599V/OyLif7gcU1N0ZkwX1Ln24h2j7KKfheR2iLLTB9HnNpgpGKcdkizRpb5KvoLRBrBLdjvYi3ToWftaopUYARTBFciGUg54MeBql2xqjSHGMh+AUfKMTDqxCYphugXxpQx6FTw3YA5OVrcA2XFyIE0DBRjIHpMsFSVZpSg1w27y4FWBsg1t555Ow9f/FVm32NVZpIKnQS5CCSGWlZMZaY2Fpsyb/qyr+Cnf+JHkAGaqmKee5QypBTIKWFNRS6RUMBIhZ9mtu1ifrb1CeZ1zzH/zk9SvCVJDemc2+1TvDq9jFcChkzWC25mXVcc8oAzFTIVQj+Sa4cyi0fX5UU+0vkRVwzVcYXwGiE1/XCBaxwyF2JrOEka8dhb8L/7YWRdGOXymQoihykw9wOlvHbV64+0VRRCPAH86O8rXB8B3lNKeUUIcRv46VLKs0KI//7q77/7Lz/v/+31lVFlU2smYKXqRRUdBD7O1I2jZMFQFkRtxFNVLNs+tSbFEVHVCKASFWf9OdvNhrEbWTvHToC6whgf+o7V5ojDNGHjjNE1+7nj5vEpY/HEvSTXPVo5psOip3LOQBb0/QFhBZWomQjkeemZVZVlDoVUFj7RbndOa9coJ4jDhFSKSUsaFHF3wGxrMpFVfUQIgee/+Fv4uV/4AXLXk8TvUUhrqtoyx3nJa0yBWAzMM+3KYNsTLi/PMSLjrOXysGe9XjP2AzSa2I041xKniDIeKatlW5gW4WKOBVNr/ByobEsSmjR3CBLmaI0qjqk7YJVkyjM2aKgUI4G1XS8RYVqx6ycqlShRoWvBNM5oWTMGT+UKJVmMLfgskDkt1NKuEJrFbD73A5vVmov+wKapGdJE6j1us1oGFCfHHHZ7lDL4kDBWUcrC/9dSkUlMaSakSB0V5uYt/P0zdKXJOeOnGVlVqJTwJaCNw7Jo+nwMKGeJ00yz2jB1I8ZBEhpRwCnLef+ATW6xp2v2+w6jEjFmKl3hY/hMFJmWipGCjhNJOmQqlHVF1fdk6ZjDQEl58TRS0GJ5f6tVw+GwQ+kjWmcY5gtW146ZL0Y8GZsF2YplujxNTKHDuKubVJoRMYO1tLLl0j/AKEdlKsZxXDI4nSX1Hl0HBA2lLKLujKSqGvy0p4h6+Y7GZRIer0JomqKYa4HvBla6JoQZiaKu10ylB+mYxz2NWdHqFi/OOW1fx8wF8ygQ5UBqNLpTiBtr7v32J8j5X+FW8f/huPl7xejq8cbV+T8oDPbuH/QCQoh/VwjxS0KIX8qx4OoVq6bBGsnQTxirqKsKKTRDjGycYY6B4AXRKzaqxdXXqa8y95xelt/ruiHGJRRTaLGA/1zLMM0YVy+SiKpG1Q5pJW3luDx0OK+QxiM6S04LZlhLRZg9PoaF385C/lTVgo/ZrNb4wSMUaKfJXY91BqUT+92AkoZ+HGi9J00d7mRDLAolVnif2e/O+cc/9Tc5XNxnPxxIKeFkRYgjh2FHTImQInGKOJcRpjCYmsvz+8zzuGwPuwFpDbtDD2jGQ0AJvWydjMa4hpxZlOssspC2WZOTwhiHVIEQ9yhhybWlji1WCuI8odYbKm2pVmuCLzS6oqRAkQKfIjl7plQwSjAc4rIVNiO3r58ghUEbSaUbSp6RRhBzRSc8eZ7I0S99wBxRJeNnQfGLmyHNS7+x24+krAmigE1ARpTFKZGKJ5ZMiZqqrtGVY3jwEkJlYs6opsI5R6P1oqj3EaMl0ReSWC7cOSZSEXSXi9XFp0zIgeQTUww0bkNfBbr9nkZbUoxst8eEEkgyM48DsVw5Oqblc1dR4EVHe5iZS2EfOlASvW6QdY1WlvV2i9CZbuzIVJiqZ3e4j1Ubdp/u0Fbhol44dPPMK/cfLMGu2jH7SBEZVTJOWSpbcznuln5cUOwK5CRJGlworLbH6GpFLBpXr1Gmpq0dw7hfpA1xQhZYNe0CnXQOlSXDNBPHhNIVRlVI1GKfEoU8KOoCN5pbOGUoYeL2yTPkCtZyS3W65bQ65o57lObGUzjdYl5j/cJrLYf4I4XBwhIIW0r5wlLKFxqtmcaMkyt8kp9hpZeSOBwONEowDh2hjFiXqZsj7KqlOzyg4On3B0pawi7DNCOv7ppZQA4eX2aShgAI6WibDSUr+m5GKUepBJ2KxKQRW4POEoFazM6ioK39zF0sC4lMS4LzOE+LXUgIVDHcePaNeLdFCEFdO6qm5caNW6zvvJ719SeYxkgKM7Mf6bpLmvqY2imO2zXbG08QzWrB9SiDyAUrWLLztjXX3Qnf+hVfyzUjUGoBtKVSlru+T2yaFvLSiDbGMEyLHWgYlt5Ozpm6XWisIc7UVUtKCe8jlVr6Ek5UrO2SV7g5ukHYH3CrR/FYYlXow7zwvZRkHGYaa5DG0s+eql4KZYwVZ+MOsiKlGR8DG70lzgklI/WmIpZFlJok9DlQ12uSGpHZYiuNv7o4iwLZLPz6FDJCK4SCer0iqkWMq4ymDIuRWdn1Mjk2iumiI2i1TFeNoq1acgJ0xmq9aKWEpDaWZtsS80yJBXNFlBCpo26OqX3BOcNoIBnDeOhJVqCLILCIWbMqtM4yjCM5BVp9zFAy2VmO4/Lc2M/IkAjzzH6//wyrqm1bSl7THl2jj2c0G81h6AmNIkuB15L1ZoWfRmyx2FKIs2eSBU/Ed91CDc6QEKybI3z2rIxDnDT0+0uEn90dmVcAACAASURBVNEiMvo93XyJKJqbJ4+xuvYIjTSEeclRsFYjUFhAlkztC2tpidGja0cxilIZti0oJzHNxOlqxSObYx5ZP87rV0/w6I1neIt8hNUzX0SnPG/O53ze5hZCvbaWn8+2cL16tUXk6vH+1fnPKgw25bTYHfoDmcTtW7fw3uO9X8b7GLb1dVrdYhvDn/5zH+RN7/5abLNiMivqq7thpqAQC4XTGOZ5pqlqtmaNydBqMGXGzx2+36FVYQoDoLmmrtO+4500piZSmHNkXTfoOTFOPUZrhFC4qkKEhBCFqAqiroi6EIcd9178CEe7c6YpEpNnGAau33iM173/uzH1NZqhQ4qMUIq60RAVYcp0+57DcI80nOO8IiSBdhWRwnrdkofEK1zyt//xD/HKfiTHwjiOpByQRqKtxZeArDVeBZSRFBLj0FFXluvXT1FKsN9fEkskxogPA0oZ1qsTNreepjKCuB95obyM9xPSBrKf2cWPI/OBehCsrCWEc6ZxYdcruei7MIWcK5RsaduacusL6cREjjXO7jgbdlTbY0qeiZPGuJoyJ6qyXCgpD2QlkHpkjuYzOi7ChCoeVTLb9php9EiZkTFisIg5U6aBIg4kV7HWgblaM48TztY0URAasyj4s6QIuYQ4zCOVNYgUoSTKsGCKm80WvW4I42Ipsu6YdPoo3ThQJ8HGVMyloA8BVg1Nu8YkyVRmvJ+wrVtIt35goEdf9uzXDXOOGLOwydxmgxIFpy1TP+G0Ik87dJnZVHeRBW5srxHTgBQFZ1vSNNKuarws5GYJra1RSAlTU1BZEmdPsZr+0/exjSGNgfHhJUIHwJK8gFGwEQ2X/UNe2T2AyROqgRACUi2G9BASTBPb7XqBUopIsRmRFj7YqXBs6iOeO36U9z76Xt73lq/kvY9+EW+/c423feOf5523H+OxN53w1sffyps2T/FSs+GZt34NWr+2a6TP9tX+AfD+q7/fD/zI7zv/rVfTxeeB3R/W31qOQpCJVGmGfc/+cMBULZv1CbZy1Mwc4kRInt1Dz8//o/+VVz/xUVy+IM0TURRyiDCPKGdRZVmxkQXZB3Zjv6wGfKL3gaHrMG4DUiEwNDlzNj8gfPoe1Y2nGb7mgxhbGHeFQ+OprSMKuehq0kQSy/hY+EwlEmUqZBdhHtDHBqUUWi9U1fP7n+Jjf/3bmO79CvPJESkLchjJucFsLSnPqLahwnF0tCEqRTFLenUIC2dq0pl8OVHXNdebm+jKoBqFlRUMHd57tNA09YpNckS/cMGtUWAs97seLyL6pMHNoJ3FVivqtuX+xau8cu/DzPOAODaIrsK1Gx4+2IERcAYFSzASWTRCW9arLUfNCmtqrIK1qxDbIzSFoUTMS79MhUKpgG2e5lituHzsTeRBMYth4TfJSJQZowRCOiocMSuMXkS7cwlIYzG6ZvYjZM+2OeYQJiqRCHi0tlRtxZM338zWaPY+0TIjrGYWPa5SOGkRWVF0ppIgk1xQPXbR66UsGUnU6xX4if35gfWRY9wF9vtPosNAu9qQWRwRTrEEeFycEcaJqDwbtyZKSfALbkhIjY6SUGuqtOCyZzLj8JAwLbIKv93wzLu/lN7fRxmFnwVd92miFwxjBzSEMRF8h0Kxm6CuDcZrpFx8rXNcfITaFZrjUwgDuk60rsK0Dm0NUlnCHJEmogz0MiKy5kgruv6M4KtF/5hq5sMBJRLpeMtpfZc3PP9V+DShJ4sVFr2tedv2Sd7/Hf8tX/TEO9D+Ae35nie+9At55qu+iWdOR575qq/gdc++g2fMjrd+3TfwyBn4l34Dp9xnWWr+4OOPMlX8u8B7gGvAq8BfAX4Y+AHgMeAF4BtLKedCCAH8N8C/AQzAnyml/NIf9iaM1uV4tSJqwTQtQLgQ8xIi0DTIYcLVFWMcEE6TIxh7pXDWG6Z8Rg5xYVylJcVXiAVsV9c12cMUJmpj6aaZ7VFLAYzQzPuRqelYzWvGnJl0z7XKMckTxNRTl8So1aJejpEwz1RG4lNGYEAsSnmnHHMaSSHTNCtyKUgVmQeYZKRGEeRE8BJVIm1bL3C5uqXfXdKsWg5Dj7M1UuoldFZkjGiQKhK8J0nFtdvPkXYvcjY/oMoVTano6JaGc/JLHyIkhDbIkplyZF3g4l1fjf3pH8cfN9hxTw4CU9ULJ1xqSneJtBpVr0ndjCdTG4mKimIF07RYYlxTk0MGLUgxImLGWIm7/gYOL/8uzkoO/Z47d24Rh4n92JNEg7r1BPOLH17Myn5G6kWA+nur42V1vaC6tdYooYkINk3L9eoOpyeP8okHv8YueObpHOMaXCfxtcWXHckHRNBIUSganHNM+w7T1ovYuJuIcmlYExOxZJp6RUkJZ2t23Y4cPc1mTZo9bVszzzNSSoRyV8jmTAgBr5eJtG5W+MsL6u2W7rLDSEWyhrHfA4XT69fZne8WndtKclI/SiwPmX1CRMPJG1/HmXua/l/88KKqrxTZS6wwCLOwxUx0iAqk1PT9bqGZAPM8Mw+LgXoaD8RVjexn6qskrJSWXMZhGFjblom0FEyRqQrMKSKFoK1q7M0n2H/0l/H1CU0eKHlFtjPrUXFYFTjvEEct79k+zbvf/x9z8au/Ri8+yWNDw+aNz2Df+15Wn36BIwX+qKLLMD18wPjCR3h4cpvhx3+Ov/HP/wn37n3q/18CVC1lQQtubk/YZ08tNSFGBCwXXlOT4sx+H9FKcbxxXHYHfFjID5UQbE+OObvYLT7E2qKLuGIkQWtXjH5JLJ5iIuURV2nSnHGmIcQFoyL1SFNdZz9F2vgqF7PAmSOEyZA9yhrGacIWQRAFKSyVFsi8NHyNFVzGmpoRpQshSnweIGW0qhB5RgW7YIxzWO78QpPi0odCKqTM1KbFxwAlYOWKXDxIyRhmZBWJ5YiqioRDR6XWeJlQVmGlYIgeFwq6XdOdn1N0QYQKEw/MViJkRW30ZwS3c/BLXyw1zCuF7LslO68klEjoYpAyM4+emAvtdsOw37HaboizR6VC7wesychkkJVDac2+H5ZkcqcYdx3r5jZSK7r0EjVbfJyv8M2GGJeJlnOOeQ4kIck5crI6QrqW933Zd/DH/9p38PPf8/38/R/4HnbTOUPs2JZCVRQDiSiWrfUcz9GyXrjn44TSAlc15MnjS8BVFeXqBpcFtKsV075jiom2aklaU8mAUo6mWqZpSiwDgn7scM5xcX5O4ypihhInKqnpS+So2fBwOrCutouncne5pEM1Jzx9fI3n/sv/jv/jL/15XhhfRh8mSoZVXaPrNWN/gBS5fesZDt0FuqppmyNE1oQaTuoV+8tL+ngBUTH4HZvNihdffon1qiGNC69+TB3rarMQdq8AhmEMRC04atccxgkrIlGUJWB5DqR9pBxVGDTlmuAxd0KZWl7oXqHv73NS1jx29wZf/mXfxbnquPypv8c73/gu3vTO91KtEuVkgz30TG96A+uP/gtm5SlmixKSvgjufein+U9+7O/w8ksv/H8+VXxNjyxh3a447/bcsC3D1SQvRs9mVbM/n+j9RF4ZRB159XKg+ER9dESlCsEmzvoLlC5UikWD1Q8oBCVl5rkHMuPYU0rieH2TMgtSEgRlwBRUOpD0ivPzh9ThVXaloc0O00TSlVMhxplCRBoLQuCcISfPf/TBn+H29jbjKNDTK4gEw8WAFp5Kr0h9YOUUtWlIOtEPF3g/MU8d3l8yzhO2WmQXOSV89oQiyUIzpRElE91caI8aij+iFYWDjxzJNdkLnJK02hL2MxuzAqGY05WtSSlsk3C3nsYawSYXDuPiLkAW8jSxvvUE7tYjy5ZXBIZujxgnyjiT/Mw8BygFox2HYaSUwv7hOTJmrLUYoxHmGnrlkKWm9BOtrrGyIgaojk4JMjDO55h5ezV8WS6snDPTtKy6QkhIYTkykqM7J+Rc4e6+ic1LFzzZZt70/j+BtY8TZ8G2WlM//aW88k0fhJtPEqqR1kXcWFAxE7uZa0fHKB/w3UB0Cnk1NTNXgtW6rjkMPVrWNK5htW4QerlhrpotJ8c3ePaZt/DUU0+yrhu2VcP08JLr7QrbOkwRRFmISkFTs991OFNjBOwvdzRthbWKWM555PmvI//WA85e+TB6J8CtyacbdgycXTwkRk9VNeAVx82a0xuPcPPoMa7ffZa7p09w7ZE38Lq3vo9nnvly7j7y+Vw/ehTGxE13TNj3yMoihUAiiFMkzPHKG1mB8kgV6fYPMYQrH6tg7ibG2cORJE8TrfN89bv/bf7sT/wCz739C7BqpilrdEzk5oSP/9qHKL/+U3yee5LXv/E5OPsljIa71Yr6mubxj/4C0y3J0du/mOb5N9M+8wTyj72Po9v2imb82h3qAx/4wGv6gp/N8cEPfvAD16uGvSjMUw85IZGsm4bd4EHOnDZbSkzIopacPtcSx56qqclzwM+LolgIQSwG4wynJ0f0cyQPEz6zrCwqRYqRkhabTkqZymh8KIvVo9KQFaqSzBqsqfBhQnIV4WRqUmbRyIwj1lX8zE/8L1weXiLVghw1SiYwglwkfu7ZbDb0V+rt9WrF7AOlMiipMTOYtiaEzOxnVttjZCmUFCnKocpC1ixCIiIEfwFFUgnow4SsFI89+zyPvuOPc+P6gqCep450sSMWTwhgleGwexXbrOhSRJdCUgpKpm0q7n/99/Lo8VOcf+oHMdOWqtFL9JgAJxSjHylGo1Xi2sl1Sl62HUoUspQ0riCGiWurG5zaCqEkGMsYeupmy3DYoUXBrteIMjKFhKkqso8IBNW6wcdAHmauPfYon/+f/UMuP/pRDrtP0Yq7vOvb/wIfe2ni7EHi4z/xg+w2kTp2bI9u8Z6TE+IwUYJAWkVpJaEYVBKYW+9g9699HfqFXyaN42KYH3qmYUYgmecJhFiQK1oyTBNlDNy4e4s7TzzDG5//Bu687XnU5oRG1Qy7PVNTyL0ApQlKcIpEKwMxoduW4geUq5iHHoHAKEsWgXuf+m1+40P/E2K9ptvvUbKgg2FVVzTVBrfeUB1tue6OufP8+3jq3X+C57/2q7n21ueIx7do7Qnl1k3WNx6laa/TXrtJHh4ukWjRo+LMVDrylRpeCkESBe9Hjq5fhxipq5bdrqc9aplywSkFGky2gCdLx+Urr3BndZ2Lj32Ujz78FHaOWOeQeWDNjPUtjR55/Np1jp58ms3nPcbjN1typZme/jzay8I1M3C6zSTR4j/6cdTJin/4kz/Jd37HX/yrr1XN+JwoXB/4wF/5QHAGGyXKFZJYGO2xJISxqCvhXowB7wOVtiglEAYGP1BoabdHpAimSHQNMWcuzvdoXeNqRaMMetXAMJHUIhmIKSGNZhhmNqsNh2FkZSuitQgf0DnhpwFVL0nIAknKhSIyldTkUBhzQlWZ5BrEtOjG5jyjlEJmR60tcw5wVVSFkghlWGHIOTE6QQwzRigQAnFVeOpqzRxmksqItJhufZyp1lu0EAQfadoVq7bFrV/Pe7/u3+Td3/5+Nu6UT37kdzk7vIIUkpWpiSQEBa0suRTqdo33npQ8Riv0z/0ID176EORjxHDJFDwKgVCapBXrzXXmuARY+CAIsUdZjSqG2llu1FveerLi+Zu3eNsbnyW1hodnryBdS3+xw7YWZ5Zteph7UgKlFQpBSJGS4uI/dDWjn/jID38v8+4F9DxR/Ke5/NQFZ5s7fOJ/+35eHD7M5uEZQRbedPsNfPn3/9c8qScuPvZbdJ0g9COH/UOsafHh42xf+gX85HFNhZ8n2rpCOYtWkpJgs94gSkZpg5WG27fvYOSWd/yxb+b49hHm2l3ivU+gH3mK0p/Rn30aYUbSzmNV4v5Xfjuu1twOe+6Fc8ykmErEaENOgZwTfpAYq1DS0bY3UTLS1itC6lGiRhZFUwrX10/zec+9mxuvezNvfMfbufnOJ7n22B3OPnaftl2x6TxmU7NdbzC6oW6vMeUVpXRMB48sDpM80+yJpeCaGmKk7zqEkEShwFUUsUze5RzwJS4RdSkx+B7tez78f/48v3Pvw6TDJdY4ijdUJnHrma9kfbjH6Z1HuPvEE1TXLOvNDdZHjj4Gyk6w30hSW7PNDf3Hf4c4f5LyrnfzI9//d/jOv/jvvWaF67UVV3yWhxCSdVYcNgYxRVppiFqRZcJkQZEVPkWaqsVLTwiJlDK2cmzbRXAq04wvM7qumANIpTg9XXExniFoGJ1CXQykTYscZ3JWGLPk6a3rhj6PHDcVvR8XvK5R7AePcg15POCcZU5Lz8ypmhAWw7QykjQP2FSDKxzkhM0VRjqEmhk7AVVGGw1Ksus7Km1guyJ0YUHDVA2hH3HGMPqemDLSj6zrmsteYSvBPC6Nd3IhlYiPAQc8OH/AkfstPvGzHyV88mUGXdOjaeoNh92OonqUNpSsKDEtq1MGHCzG3IOHE408S6ijS9KqRuZIRKGEQFeOeTinMooye2Jc2Oy569m7miNVeNe1a3ztu97CY3/qm3mYaprv/a/4cPU77B4G6o2mCE3YR5TzaLlBm4QympSX8Ig4e5qqJVGYp45VvaLrB6Ru6D189OP/iPI3fwp5dkFfN5jpEl09xoP9izz8T/8qp//Ot3H82w/47R/8HqbBQ6XpQsd6KhyiQKiaeUooVdONCeSiu4qpYxyXxrciI0QkxI7t6aPU7ZqTx97M4eIlbl6/RbcvdKdv4ej4RXYPK+b1JbEX3P3x7+NlUZjsCce9JD3yCOWVl1EyoyvL6GekymS/UFFFPmOe5yupypbpcM66PiZdfx3XX/8F3P2WP80tCVUt6V7sqZrEzdMNs5/gkcc5HQJj21K/YFkdW2zleHH/KcwNw9SuGO99hP78VZSyBDJz9JweHS9AzHHk9OYt+of32FjNYASNXjMNB+ZcOGmOmXJAqojDcjnM1DdvoLeCqCW/89s/yjubd3By+/PpXnkJ8yXfxOg0rwwtJy9fsn9zhRxPCTrxyXCBeNtbkddu0X/iJeb7D1/TmvE5UbiKELwqe65dOg45oWwmakk2QB/wWmE2K3b7Dqk0Ze4JseDcESUUJOD3M1IbvLRIJdAUptHTbKolLKObSCuDPfToekUphRQDrbOMFMoYUCfHnIaKs74nhEhllh+012ZhoYdI29R0ISzZgEbjR48yFoyhyx3tpPEqMqUZrRrqdcRnxTTPqLwIR2OEOCas+L0fV0KWgg8TzbpBhhXdcMEuzGzvvIHD+cfQ6xVhmFB+JCmBMouhuG4aXth9mocf+i9YNU+RsuDw8COoOFBXLT735JwRZRkEaBXZnN7h/JVPkWVAVgpx3yHaxJwVcSgcrR1TTNTKsD87sDo5YpoDUglqu0LgSauK67qlNYW3P/s23vmn/gzxnU8ifvUX6ZlItFT6Fc5Cg1YRZQrILWbl8V1BqHxlOl+msjlnshTA0vNaKY3XB3R1yn6/R4genR2ZB6jqBNW9yIuPfhM/+TP/lNVHfoWHL9xD+JYgLjgW1zizrzJOhsYIvEg4qZi8R1YVJk8cDjvWm2OktgzzDqsqrGnYbm9yZ3sdf36ObyOPuxPGaw3yF3+TW60g3X0O5l9B7BOH5j6+3GDjO0SByTrG+5/gRnXEvt8veGwlMKUm5gMx1pRQUE2DCJnABGaFu3GHo+xo7rwRczagbjjy8RoXZvwrkZObjrqswGeGaxK3H5gfv0l+0FA9nGluPEpb3eXVCR6ql1HqIaH/v7h705hb1/O+63ePz7Smd9jD2fuMto99fBzHJompa1ukJmlCQhNSVaSRGkQ+oFYgQUukUggiQ/OliKpSBURt1KglbQUJNE0LaRoSk6GJHdvFs33O8fEZ9zl7fIc1PNP93BMfnt2ogghSOKoslvR+We9+tfbe613Xcz/X9b9+vw5TFpTKsN33FEZhRGJ37w7SasaY2ag1vqywmyOq+2e0YWBZNKyuXWUpLN10gMOBMTp2C8HbTt/J5/1zqK8K3mcXlL/wyxTf91GCUVykyOGVPRv/Ouerq/D4FdJlhi+8zCd++m+wG/Zvac34uihcWkr8MCFMgTYLDn7PumzAJS7jSG2reWGzH5H1rC0zlcKNLXZp+MPv/iY+/doF3eULFM7ShxFdVfjkCWdzWv3o6IiLoSWpSCU8PoIMGR8jpZQU64bd4UAKgtIqlCnxwRFDpKgs0+DJRYE3FtzE0fqUqT+QZYUtanx3mNdYjk8pN9c5XNylSIHd3rHelKgEqbDEdkAViqQywXmoG4owQVnhZSJ0Gee3LBZLcoTp7FXiFKikJSlBiqB0jTSaPCWCGzEK0IrLs5dowyWrYl7RyXYkHyyiBsTEFAcQkt29W1hdocqEawP2SqTfT5RFCWpgSgYtNFOhMFGREvPrhXlfbtUc00hNFx7g4oInH32Uu3jWn/0ct/+7X+RTz73AftiT6yXlpcPLSNKao/WC84s7FDrTHQL1yuJbh7UlWc+tAKkKRPKMUmNCQzi0VFaTEUQ5IEbDwAOWYkn/xie4de8Wpn2Sly++ivAH8rf8IO4rv8bV9hqXdkuSNWlskaVC5YR0E8JoiloydD2qFBRC4QfHYlEizBIZHeX5bY76M/TpTU6TIbzzSS7yhB0n9Ml1Dv0Ffi9RxYyQ9r4loGgoaN0BHxI2ZTIWkT1ZmhmdoxriMFKaGnxEn0C8fIP+iVPS3Vd58wXLQj5NTaJcl2TjuHl8hfqoJAtwo6fdLdnvHDZO6M2K8cY7uOu+wqThHafv4cX2NkkEtDyF/V30osCFAWv0rK4L81CkVz1uv0dsM1YadILL3HF96ll+5/fCz36VpGYwZGVqzi8ecHr1Jl/56udZX38P8soW+Uv/kONnPkCRNOH1M151r6OeeDebFy747Cf+Ma889zx3798jhLdWCPt1UbhiDJycXqO92FEf14QLZrqCFeigMFJQSVDLmjFNJFuAD9T1Cdfrknf9if+cF3/0h9hJiZeRQhSgSuLk0SZTlDVu7FmgOSjIweNdRMWMKWYuVT8MTNNEVayA2cMYfSI6jxt7qsUGkSNqcAhTsrvYURqJlQY3jEBm06w5nF2iDhdoElPKrJqSYbcjZUGdMk4mfO9Yr9eUleIQJ3LMSJmxOZOFeuhfjL/3Vdf1zD1XCkkANe9Sxrab3YZ9x9QvCK6jbE64XK64mQKvDxds6sAQJCkZEIEYR5blmrZtIWZkEix0gas9LkdsUyB9ZBgcMii0hMl7kh8wlcUmOOzPiCEjbcSuN3zy9dtcfOor3P5H/4Bfvfcat/o5Kb4fO6JUgCfEiYuLM7QWTGNGWssYHaqcqbVDP877njGBURjkPETRMwoo5cTop5m7luFB8DQv/ia3qg3Nvc+zsIZaLRk+94u0fUtc1Igx0eUREQJ+KphCpGlm76MQDy+ASkOOFFXJOE5slhvK5Zr2yacophWPXasZ1o9w2PWslxveGL/MJmm2akl5fU0QGbc74zA4qqJkOD9AXbA5XtAdWig1XhvylMFNVKVhWS1xuifYimofMfpRbHeXN299DtYb7p5seLIw9I1lYxuySFRaoiqFXUj0oiGpLclX9DdWlP0pV/W389r2dcLdX8HEwGRqUt8TLNgUqWzBFBPWFkQ34H0gDomynjdFCJDIyDFz//yC25/8dUyQbL3j9HjN7myPXcD+cAd54zF+efdbfOMXLnlqGNk9/zJfVJHYHmCUyPLjPL8958wObM++hqiXyLc4v/B1UbiElIR2AKvxXUdRGnzKNNJyqPKsSNezD9GNAeMc5WaJn+7xRnvMf/0XvovNZk2+qFjUkRA8YwoUSmCkYfLgpGFTNcQ4zQbgcWJ9tKGd5hUQq48eQv+2RF0wuUBTVcjCMskGwYiPmlEomkKwsDWGiE8C6SVi2TAcOmxZYGqNmxJBSrqcESKQVcY5h7CK2hb4w0hXSHQ3YtcLIGHyAqd3qCB+7/YpS8E47KirJSTB8dF1zocz2M97gFgNWpOnHrGq8UNPjeLB9ozNxiCzRfkJLQUpiVkG0o80iwKfJCF1PDi7x6pZMIaIqir8QwuQTZAQiNQCGX+QyLom5JGj1ZKQA+e7LX/3E/+Y8rd/hV4Fum6i8w5jJaSaxSrQHsT8894hlWR5tMKN0O33NKUm5kDTNLNxOs8+xpDyDK3LEqFrpJ+oC4sLA8FJbHQEVXBiMvfCQLNNnDWRNEhEs0aeH2AZqUfLVCgQfmaxGUPnJpRUaK3YuS2N1kSfWG2WGCkRj7ydzeTYbc+4vz9hIQcoQbY7qrJkN00stOC0fITv/5N/ljdff5Gf+52fQXcdr6eBnASXhz0lhuQGUpLzNkWzIErJjQ//JwSzxX/q7xCbmovxDPy7YNqS7mxprx8443WO8xWGtz0+c/F3LcvcoKxm8h4tQClNef0aDYqLV3dsvnyLO9s7BAQyWJJoQWqmKRFGN4MUcyJqxcLM+rap7THWkn3ClAU6BXwPxVdeIFQ1pj2ndS1SSvoQyLsWy22mXvC5w/N8dgWPvHjJkX6M4YkrlGdbXNlz0d/i3nZHFhVrXbJYnb6lNePrIscFkMRsSy7Lf/YfOmvAC59oZDHLTSNsbEN1/RpFTKS8IfuJ9fIKXA40R7OMMqHBKJIoyKJhEI4TKdiOO1RKHLoWXWiQAhc8hW0I8UCMDiVqxjAvOueYkNZQ4lB2PSer44gMhuPlCZtyxdX1NdbaYgSk6DECtt0FWmVMmlD9HtU0PP3ss3ijsXlGmpiiZKNK7KJERoUbMzG3RIqZGzVNZKGwpqSu1jPx0sChPSP1gUFIKl2jgqRYHqEILEaBWgTKVpA3lhvX38nq8SfRVqBsJOYEusJYO9+WaQMSmmWJcBNLs6BvHXlRIpqSMXiyUQzaIsjERhN8jzAW13czINFK7g0d+9DRBthNl4yTI0VDwCHiDAEUKKSc/+37B/dxD52QU0xICcoUjFOgLEtkSEit0dVsSOrdnuAdBInOls2yRQs8IAAAIABJREFUwJkas1xw93DO1aqgOtIkUaHkiI4H4iOWOp/SwTyYyJlFc8w0FhTZksaAaw8srMQWBqmg77pZWDH2HI7fxm5/wfTKq2zvndGZa1Sn1+HWXaaxYxMM3/Wub+ID/9738B1vf5Kn04aLLlCqOYpRluVsQDKSZlU9JFREsoucffaneG97yn/4U7/KB//oD/OOZ38Ad/E8F288z2sv/QpnbzzHxd2euy+d0z3/Evt24hAN26y5GDP9YeKw6xlaTzYVe71i96XPc354jUKDqBboh7+7VgqkjggtMKqEYCkiDF1PN43EYqaoSmuIVjHFwBQzD/ZnnJ2fEZIjpZKQ4eBb+sMl23aPK27SMeKGgltTz1fkq7z+1f+N58+/zIvbB/irz7JRG9SY2Z+dI0V8S+vF18WJK6WMNxIxeAbXztaa0tD3PbXW1EcFrttzvHmEcVKslu/kbvcxGn2KV7NZWZmCaXdArVc0MtJedixPGvowYkNAr64gLl6BVNKoNUPYM4aISJEdLQtjkWOkrhezcIIwT7sKSTDlnKCuVthmzTIVPPNtP8QTTpLca4zN4zz33O/wkvtH5GpD00varme5qog+42PLG1/7MjdWTzCoge7iPlnBrjtgtUKUoCOMIWEsRMwsPh0nnI2kAMu6IaZM8olVVdAlgY896AbhJpKxZJ3goLmUB+zB80LxFb7hke8mno7c2t9nlSMcRuzK847Hv52Xbn+CbJfEISGXNd2+xWiFGuIcUagqvItUOuKQaDcikqTUmmHyVE05j8EHuDyuCNtLVP0oWh7YDR3roubi8kBdWxCejT6mNS3Sa4TMeC/QOjOOHi0GhEokN4Kaw7FqimAM2gtQgmEaKJuSfhpZlyvC1FNg2HVQaFimHbk4QdeJsY+M7GmqirEPNKuGYepIbsIsGlQW1KurtP0D3CQxpaCSls513H31ZW4qhX72Gzm0Hev1FdInXmBrH2V87J3oy3OOFpYn3vERjk5H7l+5SiJQmZrOH9Blxe78AcIK1uUaHzzGKGyhGIeWPm35td/9L+nWA1c/+ie4+OKvcih6dJ948/xV1Of+CfJ9Kzb+lGk6cCzhaL2hbxrMU8f0d0e6IXNoIxdyy8UXPsd4+6uYy3ucB4+YAklOWAxDN5EryfHqhMPhMDO9VPMwrpNY5AKnYRw60mVLtW5I/YFyUQOSECSuPaBwXFlcIRcDPjtyvEDliiHvmLYD9bgEKbCNZLr3JXbnr2L6iIiBoalwu8u3tGZ8XeS4fvInf/LHZQxcu3KF3TiwWNSzkLNaEiJY4Wj0dd79zB/h3uUt9u19RJzwInHoPIvKMjlHWZV0fcdhHClWDW3XkiaPLo7ZHh6gzIJcjKwzdFgiI0oYjlRNTIlkBSMTVzaPsmu31NWSJNPcmxAROUycXrnGsi75VxZP8P4PvIcb/+YPIO69wv6zH+f4Pd/Ba2dfo5ElShm0trgxUNqE9JLFe7+fQtX07W2GrkOIjChmCwsIlFRIaRmnkSwktZ2v1GVh8JMjkckxk2wFrqd/z3eR3/gSIso5BR8jSWYWj1yjDyPVXrK7vM/YXZD7jlhCkB7VwzR1FFHiCkEeRqKCrAQpBkgJpRUhRrQsyOLhCchoyAlhzJwLCgFbVUzVDnVZ4e0ehoI+XaKspg/TrKZyBX1skbJgYTfIIjG5EaNmMGBRzkVZ+UwqCrLO5GEgKUkSs7GoKRRSCbI0CNIMQ9RQFCWoHbVe4X2NLVqCkyAci/qY6AeyFFTa0k+OatEgcsT7QAgRmHtseZpRRFJk6trgL7cgFLZuuL0d6V7/p8jDPS7/6Se4nF5lElcJmw1V9W4+//N/n9++/Tznh1dRouJye0bdzMvW2QfGKaKVJmfQyuJ2kVYPvPH6x7n36U/z4M1PcoWG4uQxpstX2HVnxH6gWVznYBL5fo9brOk2NcVzO9p2z4POcWgFYcycfeET3Lv/BZw7JyWNn7Y4P+cGpYKqtAxjj7EKiaC4+Qi98zQhs/UjTVGSQqKQmhgDdV0xiEQ1CbzU1FXBsirJWYEfMVjkFBAq0hw0C9tgj5ZMbqBxE4qCLDXedUxiorh6wu58y4/+6H/x/68cV8qZVbHmXt9zZJZcdJcPd6wcqjDk4oQkFF9+9XnKkyfoXvsiy7pi1wvqKtLuD6xWK/q+xyrFqqwZh5FlUTH2PeXxEew7rDKcb8d5rWOaEDJjomdbQyEkqR8orOHegxdZbR5hd3GXHEvqUrP1jisn15m04WlOePp0xdukYbn7KvbkKh9HcNje43p5yr3bz6OtotsOFMoyLq+S/CXDF/82OSWaakGVIy54xs5TGIGtNMkH/LinLEq01iQ/kaZEFImyqBmjp6oKsisIRWZx90uk2lCoEh8n/DASs4D7A8+MmvvveSfT2YtMlx2yKTkK0D72Pvb9HeTtA2050NybSLYEPy8eV0WBmyZimKd90+Txk58x2r6j0Ibk5j1EIQTTMJICpHhAfvMP8uhLn+X2vZ44OYRaorOgX48sdpK6hn0YiF2HUpKY5iiEC47kIlSWCknbTxTKIKVicuMcTH3I3XdjS10VSCWROZJ9YLFaIM/POX3mWxnvfJFSSYYAObUURYOKA11/4OhojRsmJidmnlmayBhCHHDdRJYNWhlEqNF5zdnlK8ivGMLJHeTYcZqvsPyOH6T6+f8WXXZ85fOf4IVPf54+9ez7O1SyZkyJxXpFGgLrozXnD+5hyxop5h5njmAbBd5hyzUvbT+F1Bq2W+zpkhgFMivauy/xfP+zHD32Ye7eOOaRseeR167S2g33L+8znd9ie/ceobvA3b+FPDimLjENBzKZwszbFm6ciHLWn6nC0oeAuPMaZbb47B8Opjwx5ZmK6gbk8imOdKB9/UV0MctsuxwwMvHU0YrresmQBnZ5hd60bENChT0f/PD38Zk3Pku4/TrBXdCtSzaXBVY+Rc4vvaU14+vixPXjf/EnflwtNKHrUMDgJx69eQM/9PjkWVYVh3sPUKYjhAOlyUxtxgtHISzWFhhjAUGOGRYlcXQgMpOALBVpe4FXiZVP7NYNpcpsbjxLUg3SHeiHkWQ10QrW5pjd8IBCGqQdsVqTpaR0kTyNnKwbrquap24+jbaSl9+8Q39I3Dr7Ejkc2LUDaImPCW1rpgcdDQkTDaEPYEFrNWNygkRITYiJ4D2ltVil8M6T8JR2Vr8LISnrZsYzq5Y0TQzjOUf2Ju10AUoQ+kBlFwTd8f6f+OsUXEFvB4qpYxkzb/zgT9L81s9xRVkuh3OKUDDWFSIllM+EmNDaIH0mBw9xBhNqO085l8sFwXuMliTvIc3kSGVKIo76/vP00xp15Hjs0Yaz80uE9xgb6R77CL6NjP51lnpBTJlIAikRMaCkosgSJyLH5ZpoMnH6Z6SQQFktcc7RFBo/ThipqEuNEZYoJa5W3BSPcvXqO+m3X4UARItIPZMLFE1FP46YILD1bFHKOWJUQ6Ut68pSlZImCjIj5uoNivoq49GGruvoX32Fl89e4OzXf54Pf/cPc1c/yfNf+9u8ef9VtBb0RtC6eyynitTUhHbEE/AqYqXFjR1lWVKVFYlImZbsU+BkHxgshM1jXBiNGLYQKnbDPXK0PNh+inz/De5/9Uv43Rvc+tJnaXct+14xasOD+1/msDtj7M/J2iHiyBQVSQZiTmRhqJWaT9IxI9HYeoXoA2pd0AhBtBlkRsiEMAK5ucnYbnHdBSIlSlNgjeDJ4xO+593P8Ee+5b1897NX+dDmmNNOsBaKMazoz7/GRz/4A3z0v/or6K+9zvb+PR5ET3QXjEPLj/3oj71lJ66vDzqEVnm5bpico6oqQhSIKGZYHzOuRiuFNgWBjHnvE4yf+Sq2boiDJ4uEZobE5Vzix3kyWaxWdJcHhMhoqXAaVEgUybLXjjKKmRLaHYiFplASMXpGAatmwaEbZsLoGFgtGmIOLJZLnrz+Ua5Xlg+dPIL81vczXCT+p3/417h/5w2KesG9i5c4DP0sqhXzB1Nri8uR7CdQEmKal6pLqGVBJONDmrE8QpJymPcOU6CyFf00Sz7EQ7KDJiPXNf6iY7FYsO8HFqpkWikeE2tO3/FHac8/xePv/XZuv/xlxvNb7KXjjbM7lFPAWs0wdCilZveghODdfCszJVJ0bI6PaMcBicJqPdvDmUkagxsxSpOVRAnBNA6YwrI5OcYqzVMf+m6+8Cv/Pe6iR6kjNtcqpsGzzefoYHFuQNuSNHmm4LDaPBTpQo4JXRY0VcE0jEwiY6o1NgRGd8lSNkQ7o2WkgUZW5NSzqE/o+vtovcL7gWAkPitkyNRNQ+ciXjqmbiBHoFQ02vC+m4/z+BNXef3iAc/duiCPgkIbqmaFuXqFfJgoteSNs9eIw0iaesiZCaAuED4zDB0paxa1QhZLHty5RWFK+vFAWc+UCVMsmYYdsl6gfcLFgE5QScuuymxGyWQtSfaUyjANgrJR5CiRWmBNBUmhqwqlEqgaNQ2kbs9llZju7UgbSTrbE+olyxDYTQIjAlIbnBto6hLtIpPUiKLCj5eg9XwCjomPfOQ/4JOf+2W4/BppkWnEEh8ty6LgkcLypz7wIT7yzqucfOs7WVbX0Lde5rXXXudjf+83+PU0ca/teP/Vj3Dzu36IX/vNn+HLn/tF2l7h+p4U3zqv4tfFVDHlzDA5iqaeP/CVfohyyQitaJol1WJJPzl8TPjPvoqRCqZEigNKKYboCVFgpGKhJUePPoo732FLAVYSSIxdj5aCvTqwUJLD0M8/01SI0SOE4kBCIdjv92gjkRLKhyN77yPD4Hnz1d/kzpuf4fns+cpnXuK5X/0Yt1/7HXwauBjuIESmtoYcoVgsSEoQ0oxRyVKQJkdRGKqiJk9pLpBRIkNiWdV47yHPaN9l3eDcQCEE4zTQjXuy1nitZs9jWTBpx6I5oeVAf9kjv/8/4+69T1OvVjz9zAnv+8PvRcuOadxzlAJSRPrugDUGycx4994RU5qHAjJRLTfsth3SR4yQDD6gywqSwPuZwS+1wpiZfabtLP68uL9l37W89LufRpiSeCwI9pLp6gc5mILCXmUcR0SGmAPaGmxVYgpLYsZkW2tJk2PoekRhqFJiLQJqchybNdIEVpXgdN2wKiRe3GHhofHwiNAshOKoWbAxDTZ6NDCNI84N5BgppUXkwJWy4Du/8f38x3/jb/HBH/4RdAT2l2zb22z3dzl3e8Y33+R8f4uXL1/B9wda1zIQGVPi2o3H2W17drtLDocOWXrGCIPriDkwuJFqtaAbHKqc2ewCQ54S1gjKypKSZJIOkxURT98/II6Joc8klWmHA/vhksGPbA87xqnnYnuX/eUF7fYBOz+g/9U/Th0KVC0JZwNGPonpRi6++d+hXC1QQhOzQAmNCLAvI9OU+MgP/OXZUGQVeRLoAj7xa38NOb5BH0HEksOUGfyWwW05hJHfeeVF3nywIxY3WFZ7mu/5Tt72J/8t/vX/9N/nm4RhLdf82tmv8zd/6gd47gsfY9xH9O9LdP//9vi6uFX8ib/4Ez9eLxaMh55l1dB1LcFKkpSkzjNMPUKDVRKRAvs4Ui7WmNgzDWBLjfcDVbPmMB44Wi/5tu/9Ll749GdxErSAbDxFshy9/Vmmu5egYFlZKisZEQQpKMqHuqWQUVKghGR0I5Mb8DkzN9AFpm44E57Q9aTe8Rsv/xKTqnDjOdHNWJocI6XWyMmjbEmKHsgQoTCWYRwQYg5DVvV82vTez0d6BFIItJRs9zvkwzfeZ08hFbaYpRVCaUyWRG0p+xZ9tGEjay4+83fmdLQamV6+h3n0WVofmHYD7cWbSG1RUjIOE1qpWYqqJcoYRBKIhxZjKSD5REyJsipx3lHXJb13pDAbY/ARHyeKukYrjRtG4iQQTGS7xN07YLNm7N6gHg8cxpG6LkkpIpUiOI+tCtww4r2nsHP/KuWEEAlJBiXnYqbmYl5QcJIbAo53F4/z9Df9KfT2FleVYKNvsKw9VShZ5oitanyYZjOzn7lqsjEcr1c8ur7K+7/jO6hXhtd/4Zf45Y9/gQf9jqhqvFBoIpf9GYObSLuWXfC4wZGJ5JzQItB3W4qyRmvFMMDQ72dbjnPYsiCRqExFHzPCT1CUCARDP5NNJNAaQRFHWhGw1QaTZ368EAmyZFmVKGEwUjJ0LY0RXPQ9we1ZVIZNepr2zie5TC2bZsmkIKyOWbzyGxxyQKXE8dHRDH5UghgiMjle+8pvUIhEMsesipKuO6AKQxCJScGirplcxVJkqAwiey67PXnvuH73nObGs/gYMC+8StWe4fst9y8eoNSCO/1AQqCUxCPw08SP/di/xFtFIcRjwM8C14EE/HTO+a8KIY6BnwOeBF4Fvj/nfPmQgvpXmd2KPfBDOefP/N+9hlIybzZrnJ/IUmCRKDJTTIxTolkt8d5j8ryDuM0jZTSI9z8LX3wepxw2ZpQsZ0SvKRkPO8K6ZrnLtDJilEVYaLsLpGkoheIwjKhFg3QTtirxbU8RIC1LhsOezWrNfr8nMZ/8FosF2U9Mo6faHFOPI4fS0J3vqUpLbRW7wWHLBRMzPtoikcy3XlPK2GxRRjJGx6JoiDhKU3O2384SUSFJWRFCgJBAg0Y/hPt5Kh/x1uCz50hUbHOgEZCaJeLoI9TjF7l8cIuivoaN91kdP8Niown5Cue3Ps/F5W1ylGitmaZxXtzWBbJQGPS8DxdGtElIqZFJI0WcwYNNxZQitZp7XlOKaKkIU48ySwqtGIZLQh3Z9EeMsieXkSkoFCum3RZdxNk9mWdKaXaR8mjBsG8fSm8lPifKusAK0D5CnCBKqlWJFRGlFKfCcKSXrAjcNKcYNxBrj58Coof9SjIFy16ecdYaDkbQCkWfBnQHVgseO73Gux55gtfOLvnC9hWmywfsWGDEiAqabOb3QVgIbiIpQaUM3aFnfXSFKAzlYs2D15+jKmpcHNCxpFgVBNcjpKV1HQu5wJxeo71/C7EsCP3IslzQugOV0bSHlmQLTFmxSIIoIlMMSAlptETpSAmunBwx9HvKK3+IdvsxzLSi2ryXcXyJGCD7QBIZ0e6ZZKA2K4gJvxL4bU9V1xymjioYQmmpGNgniYoeu1niLw9Yq3E5k0ZNXTmiLOi6katVQ1YaWdTcXFg+QOI9x0/zvrefcPzNH8Jf3uLNL36CL31V8L/Ke3ypO9D2LYt4zH53ZxZ/TNO/PALqQxnGIznnzwghlsD/Dnwf8EO8RVJYqWVeHh0RfWBgpEyBGGe7ikQRwoxkmaYJYfVcDHQ542vdjmZ1gvMTsU80RwY/RkqpcXI+FcQ+kmTi6GjNxX6HtSXCZ5zvMUVDWRccDrMpSClFjg5lDYWZbUGH/TjjgMsaW9WobuIw7qnWy3lc3w1koSi0QWnBMBzQhSFljZgGIpIc4iyxUHMz3g0TdWlJKaBQSKNp2z3KR6KyNIuCmGCaArayBBFJvadeLuj2OyQKWVpwHqEV2ZbE9pz6yQ+T65Ldix/nVK4QZUlIB1LIHNqexdLiOk9IkbIuSCGSiCAyUihEnuMHtiwQWjC1LWq5Ytru5tfTCptnYF3bd1RVQ0JiVGYcR3zMGCHR1hBznvFB00x4lUZgVYVzA6ujFXFM9L5FJYOqDMF7alMQosDmiJMDS31EVWtkimxMjYw9H3r797G9+0mWacfRecEjT57C7pziqkSbDe2hx517RnfgfjZ8rYo8iDtaUZLSRMiS4A1HK0k7RXbDgEsQJ0879ayqJVvvqE2BGCak1kgrSVLMElwl8EP/sB/IvHERHIu6wjmPJtNJ0HEecmRrEd7PJmoywmhUTkSh8UOLLitMgou2pSorsp95+tM0Ya1FqkhGMI4TmhXeRBbCIZZHjNsepRNWgRsjugCdJYOLeOln6Ygu0HEiZIEwmtpouv2ILQucH1nUDePBkcv5IhRjpi4roodkAjlkSiEQleGjN55hZzUP7tyitCNLc8yThaZ2GYHgxanlhbGnCw4fwYVMVRVcnG/J6a3rcf0LN+eFEP+AmSv/3/AWSWGVknm1Pp7ha6UCoUhRQnQ05QrntkwkmmZJnzzGzbjjLAa0OiJFR72o6Ls9OVZIOeJTplwsYfR4qTGhZx8dOhuaquYw7lmvj3BjJuPgYS9HS4Uzc6M4hAA+Ui/rWSUvEsPUoqoaOyW0kNi6IgTwOSFJjPs9i80RwzCAVsgU8WEeg5dVhdRmvorXhjrBOzbH/Lt//M/wI3/zL+E6R1FUtGM7DylCYAqJqhAgLW4YmLKjLGr8NFEUM+9rCBI/PIC0wGwapgS2e4CvFfGQ2KyXbC/3LE+u0O/OKHTNNI4UTUnSEndwlM2KED05Onzy1M2SSCYNA1lpTIQherKWGAEqRrTQ9JMnK0nTNLT9gaJuSIObR/zA4EakmG+Rk83ISWDrYtZsKUNqDySt0YVmGkaasiLkhPYjqj5lYUYWYkGjM8fSsoiCq0Pg0VZw9K5rNNWSzWJgWV6h3BzwXUEIr9HeP+EyZG5dTrzsD9yuFJftXVosQ5qnZ97B+bCjkJqsNM7PJNZ913JUr9l1B4rNkrhvycx/Rx96CrXATQfkw22OslwwjvNajLUlUz+QiwKFgBxnKikBKSXeTSAVWYFOzBYr6WH0mLKgKSsu2haZoaqaOeJjLSl4TF2SVIUfDpjs8L6hMgHKcvYu8rCg5ohZL3GXe+KyxB06qqpk6BOlVoQ4zhqyssDFQBwcdb0APfc7hRDzXUbWOOUQKCoUk8m8ozmh3U90jYJhz5FaERvI2cM0YZuGi8PAOI6EmJFJIgpDt9sT41snhP0XKlwPjda/BXwD8HrOefPPfe8y53wkhPhfgL+Uc/7th89/DPgL/2dphhDiTwN/GkAK8c1NU1FqxTCOqGLBFFtyMEgx4dHoBKubVzm784BVXaE1bC8vWDQnxNCjjGKYBDL52X7N3Cegc8RaIVxCmjmEWEqJtoq2D1RVwdi3KGuQSgEw9R1N0+BdwBrDfjywrtd4nx9mjzylrejdfBIrZcPoenKOSBTCWNLkiWKWdk55wEhDmDzBz0ZlozSj61kfLTmWBqct9x7syDZSGkvXDbPoIyVSmgCJRJE0yJRBaiTgSNjkMeUj7MZXWZslOWj6BeRLx4mtORc9RZDIEfo1qD5glCZ4h1SKKMEuFnSHPbVSkC3KGmIOiOBIal4TObiBJDNlUTBETyE1OggmETDSYIqCtj+wKAwAw/BwKivsLG/tWvTqiEIlhmHAmpowtBTLJd3+MN8qK43QBjUmzCJSp5qmMJR54npheFyseCwNvH11xHJzk82RZ12W6LfBwl0h+wu6MTC2ipe/9iK3WsOrtzMvrR+w1YrzHGkHiw8DShl2Y48R0I8dQ4zzbbkU83spBFprxhzJfu63KQn22nXixdksC86SoijmU1Y3YKoaxhFVVggS4zTME+U4X2iMkAQviWng+s13sD97g5Qz3nuyFRjm0G1dlISQCJOnamrGYcKnyNHRTbrzW7jsZ4lt6liXa2SCqtDkJBHGsBsP4AQ+Rvo4i060qufgdgxUpaUfHFkYioe3xLosiN2Iqg05Z3wfsEvNytuZ0lJYujBxUuSZrhIbEI4+BoqqxGDRWZEKTVQZd+gYfCDliTBMxLdwqvgHDqAKIRbA3wP+XM55P7eyfv8/+vs893+pjjnnnwZ+GkBrk4WtCDESkibHA0oWpNKToqGREi8y+7t3MLV92ES0VOV1wrjH1IauS1AmTK7IWvGhb/kAn/3cZ/AxMkY5G6S9h9KRU8XUBypdMkx7FlXDNE2kySGEoF4dobSm7/Z4P2HsYvbvMdF7T10VdJNHCz2TFNRImhxKa9SyYfIeskBbEElho0ZZzSgCVAW+nUhSoUxF105MK4PrL6iOj+FspI9bqqJh7Ae0mkWrhVVEnxmCJIq54Vo/LIaxKtH+Ngt9g44LjI/Yi8zoMm4dUZceWS7o6kw5BUSeSaxSWfzoWC2vsusuOG7WjOcH7NKy3+2oFwV+HMmloOtG0BJjNSlCkwxZCFJdkbotzk14N6ElDCERQqAo6zl9LwRijERjkIPH5ZHJCsokyMaQkWhpWC/XtLs9UmWkyIRR02wMhZIcxyVXg+ftQrK4WbFcrXjHdU15WqPe3lBvTlHeEPIK++YDLu+0mOkKy1s9j1xpeeAq7nUT1kgeXV2nJ/DK3ecJqmQYemKOrK6d0p63mGI2NouYGNoDRhZgMlkpQpJw94ysIkFKVs0G50f6tsOWJVEJKqPp3YDWEmUVGgVRUitDSoloDHWaeOzp9/PFuy8xasvxySn7wxYdYJKJy8tLSlsQfaLjgEvTDJa8/zpUiRAMMnqO9TELSv7Q0+/ho//2v8EXLy/4J//j32fX7piywse5xZGdRwpJEAm0AaFmHn3WGCuxlWV0jsViwdZ3iJhQD4UjZzIh8xzXyS5yG7iq1wxy4pBG6mzww8AhHeZoRVpSZRhkgimgtMHj/6Cl5g/0+APFIYQQhrlo/d2c8y88fPotk8LmnOj7FlUIrt+4weratXmUPswxhagU0QmMrrBRUtsaicKLDsqSHCTWiIc+xR1XSs2f+/N/me/9wAfZVpKQErqcjUDCWZKLs5U3j+hUz8nimKAoSGj6tsO1I8uywJcRqxPDOBGlnskO3lMVin44MAZPUInlsgEz8/BLEvXKIqXGpx6vDGM/sGRJEeRDOWiBqWeRa7/fUdHgho6p9hhZzGTVnEComegwBPZjj7WRQihkEox5JEZPZTTN8hSZW6zL6FIzkdCLTN9NFJVCxhEZHYpAWiwwQ0BryUIFhvaMootkaWmLkcm3lCez6VogyUMAbVgul3g34YNjNHN2jmmkVAVFYSgqS10VLOolZVGQfUInTfAdSmUWxRKU5uToGdamYOwSpT1hOLTY0nA4bBFEaq0RhaKuLHHy1FFwbAOnQaKuam4cXeWOZdm5AAAgAElEQVTm6YrN48ecvPdtXHn2G1m8933Yb3yK8sYN9I0rlKsVp2VFVc2Golw6TpcRKQvst/95+t3XsEjwI9owf2Dv3IfgZma/T/T9iDYFwmhShuASUsQ5BiINTb1kHzw6JUQxn1J0jOTCIgsFUmDQFIsSWRuyFLQkbJywes3Ln/9dYrLkceJwfon0EDOYcaAsFnTv+mPoZla1LZsVbpwYQ49OgkpEhFlQLku+9Tv/Nf7M//CzPPln/yOOmTdIso84OUKZ8Z0jhMTkBoypUG7CuwBJMEZH5/r59OUirZ/puFJYspxoijUmzxEYkUFVBY2uuFQTohvY6A1CScYoZk5cNujYM+YeFQTC5Dkr+PsL7f9fP/4fC9fDKeHPAM/lnP/KP/ett0wKm4VgXRS0hwMhRrp7Ld57XNVTrq9RmpKcJqRWxKxogyMmjxGJUsEYOxKRnAyL4oQOw2/+rZ/m0fd/G3UusA+ZW1JBWVmEbRBWQql+TwrbNA3GKHyYEcpdHji4jrWsGAb/0AcYKUU9n9QGR1nV2LKg9BrHHLtQkyNnwX7XIrPEKEtdaqQQdO6AdzNv3I09PkWq1Ql1s5zpB9njw4AXmXboWa+XCBKFrTFGsawbwghJ5fnXQBikqshToG1bQoq4nPFuYnNybZ5EbZaMLhDFgrWcOPpjP0G5eIrRGKbhwFg1DHKiPLrO2AeW62sIqSGJ+QuNrCSmKjkcOgpdzOtIIZLVzC5PKoMUaKnY9i27/TlaQFna2fwta1RR0vk9Awf8N3wPlVjh5IAoPGUlePvRU6w2GwQbonNY5glymCLW7lh1NUdSsFnd5WQpWF4zmCcKzNPXEc++D575MOKxd6PXDa4AoSAFQ9aaulnQ+OvsxpKpO+P+//wj7KNCW0HyEwJF2/asVhtCSBS6wLUHZE5MwTPGgWnySKFRac70WWs57C75P7h701hd17u873ePz/ROa9jTGXx87BMbcPDA4IRiHEMSCClEUFIGE1pK1LRqi1KktBFJRQ1ulURtpSpR06oFJR2gA6VFGRqVIRCiEGwwwdgcD8fHPj4+Z589rrXe932me+6HZ5WPVT+cEItX2trS1h6W9vOs+/4P13X9GlEYhGNVrYkUdI4LoBeLLBWras0wztiscPueJgpoNJiJEAZUM6NaizeFZGAWkdSucXpm9cLPoUZPrix+P6JUxfbkBkLqpT3VkfPtiltveIbPfOoeH/mRH+X/+pn/gcduImkLc0Jc9KiqxhhDEZkxDOi6IopEzAFTaWwsxBhRZmnAitKQF0pQkplixKLh01CGkWEOyMOBtF7RDxfL71dQGQN5EVGH2VHi9dbZza/3ufX/a6v4HuAfAx9jkUMA/CXgQ7xOUFipZKnMCmMzdWM4OT3ltQcPCHGGBLYYJgHGJdKqwiZIKeBypOpaWtkwjiMuz6yMptiGla5obcWr9x+gO800TZxtdhzmmTRNFBJdV+OPCWmrRUkepuWGPz9BOBYJQ/EoLFYr5phodU3OmcnNC6NPCjKJMEx0uxU+OoQv+Lxw64bDQNdIUpTEBhq5OANIjhgmhIA5CdbWXicudMv8p9KE2S1CWxIpByiGynYEGYhzZrNt6Q8DINmdnHCxvyKlRNO1SGHwYcDqCl8CMmq0OmLVU5hbdxB6jbv4OEY9AccH5Dqj61MePv48m1yYRCb5RFVVCJkYhomuaxZ1e0rLttPaJdpGwbbbEPuBQ5nQqkLEgLE1x2Fiu6qZXSCqpepYF8k+9DS2prM1m9WGp1ZP8NKDTzHPM1VVoxTUEm63a26sam5dad5xrnn2yY5bd9Y8/aanqJ57mvpL3w5v/lKK2ZEvPk36+G9w/ORDLp7/OK+9PPLy1X2ef7HnrpG8JuDu9JiZilApyqhwoWc/zEh9DZBAoLVF6kJKyyUgK0NtNDlLYvQARJ/Y7Lb087Do4HxG6oIUGSEVVbNmnmfm8cBuvcalgGo6amGohGBwM7YSHKaEjJHAsuwhZVhv4Tjjw4xoPLU9Ic8etAKW5cg8jzSt5mS1Y4NmVW15aXqNsRcEepSs6Y8ja2Xpi0NrSUoBlERFs5CYQqJed1xePqQojTIaKxehakgzMUK1a9DHxdM4dRmxF9imZhiuUHUDlcRkQ04OkQtNvWZ2PT5FcpJ0q4Vg3V8dX1fl/BeJ5ccUs10Mtr6Hp9604ZE3zI9fppY3CHpiY3ZcHS4R2SHbbunZiwRpQTkKmiAla1Pj/ABzQlZwGHtOz+5wPB4RCZISVOsGo2qiCJTeo64NsKapMULiZCBcJkwtyHIiOzBmhWg0yY0wLS+zzwmpDMp5ZmmopIYSUHLxR47esVptiNOek+qUvduzLh333GM0lqarySKCbQlXPcpWhCQRccS2llLKIoK95hAaLYEF0aa1RYqIlhqfIvPsaZqGlAo5eyptcGFidtCYjmhm1mLNMU4wOpqd5co5jIJgNtyo19z803+TV37q/aQsGPxMq2r85DFy2TJlAk1bk3xZSNM5YXVFkIEwzjx5cs4rwyOM2lD8hJAJX2CzOmPYXyxtlhRI01CFRC6OvpEoXzC6psZgakFlVxAGTPLcbpaD663zFXfqc976Zbd44taGGzc3rL/0DPuGr0Lc2EHJhNe+QPzMqzx4+T6PPnvkMy+/wOP+Ni+8+gqv1AfuFcHF7MlIjmMh+h5kwzEdCCmSc6Spa8KccSaihaSKEmEsMS+DbKEzm2pDPzsyC4hXjZ4oocwFsVlTpp7VyTkPL+5ha8lpfUZL5Jmq5h3r27yyivz2q3fxrjCEPcV09MGhEMyHnnZzhyE+5KxZceyXtjVYiUWihUaUDFKBSmyqLQlBf3wNrW+CGdFuaTmdyoTiYYhkK2jrDiaPv6aI11ot8JZuhfCZZBV28td2oMRKrolpQKQNvkrEwyXtu99D/OivARWTmtjMFUOJC2CjWqAkxU8IozGmQYpErwtlP5Hi67dV/KKw/AgBTamYxoisCvdeOyKHCRcMUnmYA8fhatnOoJEFQowUBUV4hpIZxwPJT4zXVYeqJUIajF2xf3yBMpIQJmopyYeRldJUyULVMg1L1WCLpX/2PYSpwqhlLSxThzCWcdgThwkpWiYBJQusqPBuYo6JdWOxrSSKhIuJjKauW9xxIJjIo7jnxD7D02//DrpuS9UZ5jmSvCBPE1ksj8KqiG5rijA4F5jcTJwCu9WakgVFGWKGsR849hPsB8gCUdfkmJDRI4tkLgVhGk66jqQSMsHjcU9HDRV4V6iKxqqalff0+8d85r/59oXveJzYqIoUHIgItaHKhXrdIYZEXVU4P+BKop9GBuepmpbHbkDMhmwd5MKdN72LphF85e0vpV1VbPUpfa6hM1yaHtktKQpVNrjsOQ5XuDni+guMEXTVObM+4sbAYCuqnWU1a0J0+LzC3a2ZXv4dxt/+LfqPfIj9b36ax5++4vjpuzx83HN0FcOjS1LX0w8WpRvcfMEsMrOeyCqwD1dUTb1swsS1vGFVUxVN8lCqCqky3oGpMtIvVWbII2IeGI57kgCkxp6vUclhWo0fL2i1Zrc6wyjLW3eWH/53v5/v+s//PGsksWuJ2pKdYxxnhI9IFKvTc7Lf0wqLmwOya6nrljotQFuhF6SblJBDYT/scX5AmhqtPdllXPYEXRaNX1BU1YbWdCQfEMogfSFFzxQyp+tbhOSZS+FENLitZCtqlJNMxyumFHDhEWHqibpB/LPfwaXI5B1iVqRWY6yiCMMcE1EkTFeBNkgtGKeJymfE61wffVEcXDlnQvIUkRFKMo4jOUdaW5HmSIiKQR75pj+y4Z1vMPjZoWpL1otGpMsVbd0tmxALwU+E4Lm6uqKtF4quEpr1ek1REqzk0eUVQ7/HDQ/Qdil/9/MR9Vt/F1KPqltyzrhxoFGK9XZHBkSZ6LSlUcvK33YNbbvieByYhxkhlowp549IXygEOhpsFtxPj/jIx3+SkB3JFdarLVkvsgGlBcYqQorM80zOGW1rpLZ0uxWjG1EioULg7OaOprPYSvHUE7eXFXuMZApJLOt5ERKyQJ8DiEjbtlSNZUwzUimM1kgEPqQF7yYzuqpRokUZie0ahFbLDyEYiITRk2rLo31PrRrasw21WQCk3o+UqkPaSHoYkdoxjIG3nH8Ff/K7/io78yT7csU5jm9/3/fz9X/8LzIGFm+muv6arV7mIzbzA9/+o6xyouo3tHXGjGvGMPKam8gXjuPDBwyf+wIPP/GAxx//PI9/+zVee/5z3P3857h3sFw+OHI4ei7vnLB69it45sn30KcRZdfkCCop5gDtbkf0gS5FzlYrMpq+70kpcbJd4+eR3LRsz87JXiA6syj8zYptd4um3i5Z7bDMQXNeLD+pYOoKFx1t7dlU57z4q8/z83/1x/noFz7HcRro554sK4pY3j83TaTZE3PC58I4LxRxqQW2qxBakdIC4xVGo6yhsRWTdxht0dJwsttQtd3yDmmJMhKlIm4aiVnihULUgtZ0GJkYGVmNkXNTU2ziye4mdp2pG7WY6GVHQZKlQsojl/kKpRTGZmzFEjfUNSCXKk4JiZ8DJQVGd6RUmWQF+XXu7L5IWkVddqcnS0XUVIxzAFmYg2ejGtzUk9cbxHhAqzXBj8jaLlqtGJHZU+wOLQJJJpq8zAJC8qQUqeqG43Gg1i0uZigzte3QMqOspA95oQHbQpmWh52TXOgsSHa7DdPkcMEjRMG2DXM/oMoSrdJuTnjw6OFyC+ZMrWuOItNkT8iLNkwVQCi0jBhbM08TMUtMqxEpLzRlJN5HhEh03RYXHd57jLUE79m0DWM/ILoVbVQccHR1RT/NWCmwpmZWAnkcMcYw+6X9zRlE8hRdwHuUbpYZSdNRiiCWSImJVAQWzVzmxROoDVpLRh+4tVqTXeK1457t5oQ0D4wG8uBp1i04R6xaulQ4ThfY9gyVZ0y3wgbBvfkhmDXr3Tnf+7U/yK/86k/zufsfJSIwq4o8jCgJddbI1nBj1WKjIGe4qQVbXXhn2nHnXPDs9gS7WeJ0ykpig2R/vMSnivsPBKkVhLVgrm/RfNuf58X/8cf5nc98iovymE8dX8WEzFV/xFYtsXgEmiefe4YH9x4yPDpSVYppmpBS0jQNwzRy/uxzfMm7/xjP/72/zWM302rLcVpU9qlAcDOmaygh4mWitStEypA8592a3CRqL3FVzfz4iot5RiqYQ0Ff68MWvqMCMq4kal1TlCClsKSDtMuWPZBBCOqqYtwf6dYtoJd5pr/iMAXWdcsYPV1VI1VhfNxTbMvJE0+wOn0rdz/5D1nRcil7rIRb7VO8a1fxTv0H6OvEP3rwEi9efQZjKiYWsWlY7dBXBaeOKA1u9ghh0HZR+dfXP2dZWK9W5CSZ5kDbaI6XV+R/kcr5fx4fIUQ5OTmh70eadoUhcJgO7M7PcQeHqgQpRwo1eY7UVuLJKCGJs4MiGdVAHSvazQ36q/vLN2zxWKuYg6QyAt+PyMosmi5RWK/XHAfHlB1dVky6J8eazrbU2nC8uE974zZ+dnRKsD8OtOsd03jFrApV1VDlhMRgrV5UzpXGDXv0nT+Me/g8IWZUnVBZov2Mrs+ZxiPZBEDR1B3TPECK1HVLDJC8o2k3HIeeqjIoqxCyYJXGTyNzjtSmZj+P3NAVQ4GgCzZJwpQwtcHUSyRMyZnUCuSU6NZrfD8Skqc9WRFcpEqGKRwpaHIjsArw1+mmZslqn0gYBJNz5LZm12dSJZhjYrs75aI/sFUV+9zTTQ3eZKxUCMUyL0mRRimcj+SQiaua1F/SYDBypt49SX/5CFfBWjWUHFmbFqEO3Ii36bSjtZI3iZG33PhqOnWfE6WhEaiocMJwFJkBT9Od03zjV3H72a/g8s4bufiFn+M3fvpneTWteeHyLnF/F281h3kkRYXwI3rVkFwhpkLT1XiZ8H6GvKjdd9TMa8m/8n0/THPzCX7pb/6nPLy8y+g8qtsigqMETxSFHDwShTYNc5hpO8M2VwzrimnwVGpEioar/ZF1VWFZcTHeZ73uiDETQsIasQh8MWAUmkJRmlwKYrqmPEnFPM+YumKYerrmbFHP64GUa5hnyqpGhYBmxWXc09UGBkfTPYm42fHo5c+h7cRJdYfv/Pof4G3iPs/+Rz/M8YP/Na9tT/ivfuFvcff+XYrpMGPCmUtiZzGj+t3KUghBYxqmaaII6LqOlAL9eKQ7PeUwDtSiwh17cv59NuNSWpHcyGrTULK//lXBNOelf46F4DMBj88jSSyAhWmaWN+6SVSRte1QVjHkgc1uxywiq/PbiPoUKw3zGCitRVuNKAkXZ477AzGNrEyNbmts2WKFIceZyS2RN/3FI7KfOMwjpqk4HC/AajppyMO4WIvqLVm0pBwYfALT4O7/FpWsaHWkZIFCIOsdsfRIK1FZYYVhPAzs2hXGVPgUqWpDvW2ZwxFrCpSCzIl5mJfZiiiYotj3nloY9o1YmHlCLRKEXUW8Jl0LWQg6IZxCGEmYZoLUYC3D4ytSzqAgF7FknQ2R4hShgBaSKCQlK9pomF2kwtBlg6skCLHodIqGeakIbKpRWzBdQ9W1aA30IyUtES+CjFIFO09IvazYU3OTqT8CkrVqmFNAGc0URgQdV/XE3iwH4IU+5cWHn+ViNrzQOx5GzWf6npePRx56wVVYc+MdX8Lt7/5z2D/6DTQ3T8hSU05OeHz8AiUc2McZURlycJhaIbVhDhO1KGglcIcDs+uxCda2o5sFl37GFMPdn/87vOlNT/Fvf+CDnJ/cpGk6zNAjAVnXbJo1dr0l6MXP02jFPCUu4sB4scf4iTAUwjxx6+SEpt2wz49Yodm7kbkkpMw4H9l1W5KQpDkSWXia0heizMzCcph72K3ZnT+FkobJXzG4S8Y5QZqJIlGmkWGO+DJhQyDHCm1XHKdXmR99gbVqyJMl7O/xd3/hb3HvhUd0f/3/5Eu+8zuwLx4xTcfm/IxSJlg7RP0UZnRUtBgyOWmMqPA5UoxCVZb98YBShlatKL1nU+xiI3qdT5ovioMrpYRadYzekaJnDp6TkxPmfo8219XD7DB5uWmGaSRR0HXFcE2LiamQy2JqPe4fUynB5aufR7oDUcxUjaXSG9xRIEWNNjVt3VGLFX4eGfsDVa2QKuPmESlBN4pqUyO1oTI1wXlOdmeoIlHKLIeNi4zMxOEh1C15vra/KI2wgmw1qoBPEWESc/JYq6EUioD2bMd+v0eUpc0c55mpP1LUMixGOIL3y99XrmNmlMAawbrpME7S6SVQcRJALChRECmSUsDkTN1EhDAMYSKLI4JMu94RXGZ0kbKqmNwVRiy6M6NXKLnMVGJVEJXB6o4sDXPwROdBm8XO4x22NqhU0ELiSma3WnOcHKFPRL3AR5UxS7SMKGTvriUhPe949w8wzJG6XpIU7MmOFCJZSga/OBVmIZiABynykop83F1xceureen+JZ8fOl6OgkcxkThFP/cuTorihs50tqK50/DZ117gEA6gM7ZeWjytK5KUi2gyQ0IR8kjulky3qrFM08RlJ2m1JM6BV/p7nD//Md75vq/gz373+xG1xpzVqAAhJ8bDkX7o2TQdJSZ8CMjKgNIYY8hCUjU1Lgb2hxEXHZSEbzQtO4yOILY06xXBF2RemATZJYJzJLHQepoQUd0WeThy/6VPYypLW7W0VYtUhkrfotk+hS4LlKTEgN6suXXecr7bolVLDoKYZtYrS7d9ikzhf77/m/zU//3TDP/Hr3L+lU9T9Uf6y0xTWt78Zf8a41f/OYw4QyTHKBfj+JjykjIiIXuHkYIxRmZVmLJjlDNGmNc9keuL4uASQiALSCEQuWCbmsePLjnZrUlK4VKkrqrFdJwiVpvFuV8KYZiI0aMre126Fnbnd8iipV3dIGVDYzaUBPvDQ5pOcuP8SRqrSGVkipEUMicnZyQfsErTtBsyGqkqgodIWaJ+BQzzQCmJcJ1JVUtNNQ84alY5Y85O2M8zwBIclzXJBxQKnWFnNjjnFiuItUz9gKztEswXM5VQNHVNqxRWFVLJ2GvKUAhL2CGhoEvk0B/JRYEsVF1LlQXRSGxXoSuN7SpSDKQ5IQq0zQmtXILsJhdojCVkhx1n1vUT6O6M9uZTQOI4HUnOk+aIlobutMHECSHj4pGbA0opLvsLCIJgJVkVtPfsr45UaQHM1o1d2ig/49My/7B1y2Z7wjQGPvyhn6BpLHNYtrhaLUFgk5sRSpNTIcZMHwOPQuBBLNw/BO6+9imer3YcwsDD1PHZ4YL7j17g6HoeS8V4SMSpMN0fsc0KjGU+OEgSlRYIhIqeuQScrjBdgwaKrulCxewzQihOVEUSlqrdMmbFP/ypn8TeO/Ds930fb3vju5GjxItCDpEMtEimYVgG1eq6pYoOTSGrxDAPrKo1JWdkCVTUIARWX3Ezr7jz3FtJAWxXUSnJ3C/wmK61mKYmukwsEuQVbTGIbkU/TIxuaVErpVmtLcI5JhKt0ITgKLPnbU/8cTp7QswHEAGrK3KQ7MVArCYyiV9Pj/h7r36YX/5HP4eRlmIm9g3MVx/mrXlGqT06zNy58QS2S2x8oLUtMWaKlqimQud8DU7WrLNGt/Z1H85/cQQJ/ugHPmCVJcaE1oKsJFXbMByvWJ3e5Gp/QaMttmsp/++WaxrxYonwUBpihBgDSkvydIUxiqnfYyT0Q4/WBmMbJIands/y1jvvpdKGS/cquljGcaIA0zRjGktMkdoafJopWqKFIGSPsJIUA9raJSgwRHIHeZ4omw3VMWHrihQ9vRuQdY0Inmq1JYjM7CWiOGgs8+iwWUJJUMrij0yBDMiSsF1DsJY0eaSWGGuWb+acqLQgF7CmYXYDyXuczGgficEjUiF4R6M0tjljP+2pNzfw4xEtFKquIDqKycgmkFJH8Q+Q00OSVBQDuIIumkM58L47T3Oy3XIYyyK6jAIpBbkSKFmQqVCKZrXdMQNOHNEJktWLb9FYbBHgIpOYmIflWSvfI/UyhM8h0VWaw/7wu4ZkERKDn68N8h7nAqEpvBoc0u35jOo5+oE5BkTeMr/yCtt1x1wiD57/GHd/4zd48ROf4tX9FT55jmmmWe3IxwmnA3XIiORJJZE2K8Szb0dlzxM3b5M19P2RFCONNqR55EVxgI9+lu4976OMid/59IcgFIxQ+BpkKti6YRoHtJRYWy2psXPC1C3ZL9xCXStidrhRIDvNtrT8G3/6r/BH/8S38PF/+oscGRj7nro7IfgerRWji8goYSX4qvrL+aH/4n/j5//+316M3UoggM7UXIyvIYtCpYJoVvh6pCpnvPrg13lweA3kihQzlbb04xVNe4ugPHkuXGn4xCsv8cnLe/Rz4FhGzvqW3vSU44s8vDdRdpHTW0/yeLqirT12d5vZuUVAGyOq1cjKYLJiKonkJnLm92PmvC66rtDXnG5rl0zy2naMh8foWuHjEm1r9Jpuo5mOR3wQmE4vYlOjMUUQS4bYYpo9bjDI1lBnQd8faNYrMoKdVnzwe/4zTr7tvXzgu7+FF8fPL7eT6diPV9TakFKi3e5I48DBwu1yzqyO1LPnqJatk/AF1VQItayBEQbSBFEijKDpOvw8I5QhhQGhDdI2uL5HKYUVFciZ4CL1ZsVV03F+9yF+ZSk50g8Os6p54u1/Chke88rH/wkySHwaONmec//BA7rNGpEiWEmaHDF5tO5ou5opzKi8JKoKKZfVtaqvdVhHjK0xVcfFo3sYY5BGL6mkPtHs1oRhQMSMUHoRu2rNNHqKgKZpcDFQskBkgfMD7eZai1ckat0SLy9ZnZ4yDjMxRky75NkbEgJF27YMxz05g5YLOktKiQvzUqlFSd1oNOD6kXbdgNRoqZYUC8DFsPg5taJCctbWvPnsJk+/66u4euUlPva5z1M//Uae/8ivojenvHzvZaQQCzpNVNSmZfQHpLDoGMntivf/mb/AC2bLb/3EX2IKR7r2jPHwmLZe85Yv/xqmL3yKt73nX+b87V/Cz/6ND/Dw4orK1KRaI2ZHKYmIAukQeUXOPUI2IDx1XeHGhMgCfWOD6I9I3/DE5jY//nc+hPoy+Ivv/GY++urHcOYRpt8wSoc1NYWEi4vbYid2dAgeigOUCi0FKI/SFfthpFIWYwzOOaxWS9pI1zL5CaWXTLuUA1IpSoK27kh5Jia5VItGYopgzBDngVTA58D5botPmeFwpGk6nBtAaaprQpCi0FQthzhQ9ZBuG8zU0u8f//5Tzkspy8nJFuccMUZKbVglzWp3yqNHDxElIOsaWQlcSOiiaO2W57787dw9vsKjT3yOogLFJUy1RuYj4eQZ1kazv/9p/AQnJycobbFNg5knmmj4urd9K8+Pn+PTn/015hwpQdDHYXnotcG7TFsJxiffzOnvfJILUxhjYNs1i9WlLLEnUQROdydcPbjAdBaZK4qWCBRKKI7DI5qmgSJJSRDzAmuw0lBwKFlQriEnh1tryuyRomCrZeHAlWd35xlevXwe3WwXDuKcr2NvIk4lbBD4FJeWmUgMgtt3nuHi4grhe5ybWK1W7PfHRRdkNS4GpNTUajmoTaUXn11VU3wkWAmTZ9V2ixF81TG6SCwRqaqlqp2PNMogpCUVhTaGMs/otcLvE7rOpLJ4QuM8oJMmikS96hinfolKGRxGaaRckGc5Ocy6xZSaqcx0ebGr6MqQRKBKElO3gCBMM5WWaNXg40xVJb7hT/wFLg8HPvnr/xNXqUH5kUCgrjoevHIXfbrleHlEKKjXDf3+Ci0bZK0Jqeem3NLdeidfePhPMJeR+g1vwI9HCBLRBKwvrE9ucf6WN/Hwox9jkJJ5nkklMrueVdUgckdSEx6I/RVVvV04CikjgkAZQ2oqSh84qTtCtectu/fy7Obt/NOXfop700Ocg66uKPVSlE/9hFGSXFlMTAyi0EbFFAbOtmeEODGNAdsoIoIYMo2p8WZiLLcAACAASURBVOFIKAKtLJWuiCIsZPiyjECyC7RtSyEyu0wsEXGdF+YLrHRDMYvG0OSMK2G5YFxAyoIVNapaxhmIzLNv/DoevvoJ+jwghitE1TD2IynF318Hl9KqbNcrhJT4ksjzks7YqpZ9HjClJqYRLStE8njnsM2a7WrLfHzMgMalablFEMggaXea8SCwW0keAyk4lKk4OTvnqaee5vMvfIajuKCt34AbHpO0RIwZiHgjrj2HgpgdrbZ88/f/QX7xJ5/nOHq0XPxsqlpyt+bsESlSdRvS2FNVDUVk5sljdYW0kpghhUBlLLPrl0yuqqNIz3Tco+0ZNo30CnRYZnUlG+pKcSlB+ytasSVLs/xfFHVN2xlZSUUwenmR7ALh8DGQgsd0mjR4ol+M4qUIUvGUsgBDs4ASBUot2Hg3j5SUKUUQrqOZU8mU2pBCxmRYNTUI9btyDRcSUjsa2+D8SG3WeC+W2B/llviclPF+pLKLl82YinmeISdMtVQHwOJVXNWMF0duvuE59g8fIixkP1GZFh/31KpZ+IdCcHZ2xr6PJH9A1Yo5LXOyqAr12OLja/iiUdISRWRMEh0Tu9WW43FPSDNeZjZyRzEH+l7RWcHYtjTjTGlWlMsrVFNQ0hKEYF01HOaep28+xf1+jy3LhSpzImtIIsGkEaTFftUaDseFn1lSptYVk8ioqqapa8rhgDi5A/1D6jDBnXcwXHwSNRkOmwl5SJCWqlTJxac76UgdJEpXJKWQuTCOB07Pn8ANi4VJa81x36P0kh/vXMBWHUKkBS5clgoXlQFJEXkhPo0jfckYrZmzXxJRZijKYJLEu8tFvpEE2hTcvEhwY/JApmp3tKdn+Mf3mWRE+cI4jOR/UUGC/7w+xprS1A22rvA5YLC4/rgkO7qRHAXdxuAnSVMVMC1p7MkInAxUulnc38ETiudkd5Nx2uNHhy+a1WqFDyMpBaqmZls6+sYzjxIdF2HqlYooL8FPtG29VC8BogiMptCGmqoqmNIxxR4pl0xyfF4erjTsleBWKuxjQpola34aZmzV4JOHHKm0AqsQQqIwlOyxeoNPhpEjp17jKk+MnhQkSoBfZVLUbGxgfpgQlSHGTLtqQIEPgTqrJcXTR5RyIDQaTVCQ4oQohRgKSliqSuG9J6XEat0Si0GScc6Rc0QIwSwyK1HhjSAeezpV41KktBYxB5RZghrbbst8daRdb+n9Bd/6zX+ZX/ql/47j4S5VndjYJ7ixXob5D/rHeLEAYEmS7DOrusHLcM05LIScWMmWfTjSYCg1iCjQRlJURxRHhBNsdY0PM7KxCB0xzmCrhmQrZv+YGFqQE8YZZOyZm44YelK0iLrQVlv8PBL8gCmSuVXofUJ0NUPVU00dIQfqRlEXieKEMF1w8+ZtbNFIAz5brvqHJGayVIg58Xg6UCtJQpMzbNqKw7S0myE4Sgo0IeNsjYsTykTq3OClZrvx7IdMV2/ZHx6zsi19EsufaRrGscdWEpMaejexqVu8FlRpyT+TJmGbNRcXF+iS0VqSyeimQ84OWRlmoPEF23aYyl7HFI2kBDEHtGnAe0pVweyJxaPbGjFGosoooxDZLO9nluQyo5RBCEWOS1bdXBzBg0iBypwwhpkcZlJ8/SquL4qtYk6Z5I8ULNYoLuaHNO0OWUak9WiToRikiqx2d+gPjyiVRMRr4IIslOQQtqKExPu+7Qepp0Cq1zTSU1IgzBNNu8Mmw+BH3OWMjTMyW3L06DSjs0NLxTx7ZABfHFp3dMlgrMLNGVd6XIikEsne4UJPch5XElWc6KWkWtUYaZbDTUPRoLOmrSzVek2MhTkWiixM2XB1fIzLD2CeOKR5EdbGjKr0Qt/ZF6qUGa4KVbfBbBrWzQ2mcU88GnQqiNZwOFyBguAX9mG4ztzXwuBCxBhFVYvrr5/lRY6L838YjohUliqgajEC+uMRwZJoaeuK3WZFjJm6k0ghCNlw2D+g7haz7k4KXvr8ZzCVQnc3MO2aykq+8tl38f0/8l/yDV/61VSnmmIzsVFUCtK8J5ZI8kv7YYVh73rWbUMokaQsXklCZNH4zRmhIdZwjA7nIsdjYorTdVTLhJeGtZWookm7ltku6QW56MVaJmuGR5fEOBORZNlyxjl0ijh6ur1FlhmqRBkVVzfehp/usdqe8z3v+16+71/6Lj7wHf8hf+q593G+PuXNb/8mRAr0jaSWFmtqGmMX+5ooyCIJ04EUHNIaJlXQMtKuGtZqBY3GuYHhSiKTph8uaSoLZVloVKLg+wNGQBg9JXuqSnE1XpGmnt6PqFbg5sQYIyfrDU1TkTOUaEjjNRRljJw1K24/c5s33nyarchsdx279QlSLxU3h4HbtzcgJ2TVIWwHoSCrFT4Jog8c83X8tAaqiiTk0n3kvGzUoyF5hzYtQ9hT26UtfT0/XxRbxR/74I99wLQnbDuDmjxCNIjbTxJ2b6IbrtC25dDvsVoyzoHT7W3G4BHBkeoaXCCmgDQWJeFRLxD+SBom2tOnmMZLrDWUtISpZVGWRYAsyKqisOicVNZE6clBUDXqOuakIsQZYzSh+KUVM5pxmNBKQZGsug1CFMa5x4cFXy8FQMFoicwsthoSmmUeootEi8KcM01jkTljTYUwFk1GSElOkRgD0lqy9wgpiLLQVBWmtkxhpDaS6ALORVa7DcVEbDHM87RsKpUh+szJaot3DqEE1ihyWSC5lCW2uKotkEglI4QkCuiUJqZrO4qQ+ORQZaECTX1mc0Ow7c4ZnWfbrLkqV5yFxL/6b/01XvzwL3L0PSMtz3aFr/2yt/Hkt/4ZxCt7Xrv3aUTWZNHSrxpqH3FFY1F4HEYtZmchBFKD1YsUJnqPbSxdvWK/39NULSkVpLRsNw0hJWqteFp0qMagjGWVA45MKIKYCm1VI+KwzAXLCuUSRnra2xv6sZDKALs1arQEJJ102Jxpbj3DCfAn3/v9/JF/73u4+Z1/iLN3vRPzYM/lS5dc+D3hskcZvcQ1WygxQZa01RIquZDWJF5m6rYlhMQ8TChrqdUC66g3p8xx2TKHNFC6AlMhAcpqTFVBhqapKTFRYsJYxdD3lLLkYXk/Ms0BJTWFhF21VAKaW2u+6uwpvvGHfoQv+5o/xO54nw5Poyy6U5Sc+Jp3fCXf9N//A1742Z/jOD1EjQNTFJg6kshEp6ns0rYyzoiSFvp1yCAFWS3eVa1XpDQgkl5wdyG+rniyL4qD6z/5sQ9+oGsF9x/3eBWJeaTjjG7ac3V4hAsTu90ZbhpJGZ54w9s47u/jpVxmKAWEXJD3IkV0f49kMvuSSX5Ak6mbjiIkYq3Jc6RIRS6B9WqNL4IqWZobZ/h+wWTFHFC6JviR9WZHCDPTPGO0xs2RtlsRUyaXjPMzTVMhRaE2NcooEktAYi6FZA11bfHzYoXRRgNLrnnMBZSBIkgiEPE07Zr9/sCm67BCEghU2mKsQpjM6CRuvEf42h9EvfLLJGlobc3V/gKdFkakUpIUIiVk6q7mcLhajNvGMo+e4B1GG6QQSKGYw4wqCmU0OWZEZclzxFaGOoOTkHRBxIJBYZuBO899I8eiGR68yjweSalwqhVvfe+/zm9+6Gc4zo5ODdw/Fm61hrf/4Xej7IqXH1nuXb6IaBPn2zczHx7QbDcoUUghIpGLYb6y5JBQReJzpFOWPozkUBZQBQWlDd73SNXRtA11HHj3zVPe98SKdtxzv6xwfsaFtGTaG0iTpuxOUPMev1usNFf7jM4ZKzOuWJr+EqEj3les60Q91aRwwf3PfoEbDxzVKGmePkU/+wcJl4Ff+62fwRSYfGDVNRQKORcaWzF7TxYCISD6sEQZ50z2iz6xv3632m6NFwXcFTkkdJSEAYoRVHVNDmkJcMyZeZoAaLsOIQwia5R1RFeom5oiC0JLtKlYKclJd8Y7zs742j/2Xp5599fxxtu32H3NN3J+u+VMW/TFJUpJ7r7ykBf+1x9n6B8hksI1Z1TKkbzFVg1GBb73zW/ncw/uMdeWBRea0VJSlKYyluNxT85LvJOQAqNrnJt/b7mKvxcfbauiSmG9qZebWCX644HV7hY+DcQwU5lTLJnRz9g0MuaalQwctKWVC2UneEEnoKSalD2sJYq0eAzbjkpaenqqUOFKYrWu8UdPahXWR7zLmPM1eoi4MGNNS/BXCLkippm6MpAFptlxOO6xdhH3tZ1lPI5YoxiPDm0V2i7D581qzTQ5lMyc33iau699gc264TDP1GaJl6F4Ktsuqar2mnJTWYrI9IcjZ9tThnHG+5nVuqZqEg9c4Hb3HGn/KllL+v0lsm2p9QopEod+T7tZo5RhPF4QARElqqhldR1mYJlnKWNJIlNCRGtLCYlBJk5sy3HuMbHAtoXosUOmNxE5ZcymIXpD1VR4ObJhg08T7ekZej/yariksg2rdOD0xlv4s1//Peh3vIWf/eBf5iPiMfWs0OdPcfHKp4lhot1sMXNmnyMyO6rtBi0a+nv3aM53qN7hWxAOjFnkECklgp/RVtLWK06T5geeu8m/+dd+iEf/7Nf5Kz/xj/lIf8n9MXC5H65zykay1tjqhG/5D/5bXnp4jw//5L9P60AZQfGJ/v3fyxP/4Je5vHwFUqYxazb1Dc5XpzyjNlAZOrsiEPjo3Y/xhcMDUu1JR09tG4pUS9vuBoowFMESO5QLq9Vq8Xd2K6ZhpqoUoUgqpRmmA93ZMwgriMeH6AxuiksyhMzMfqbOCqkVRUliTlQyI2IhyzXEgaglq0pxUm8YLia2t2puPnXK1/6Bd/Dl7/93WL3xDWze9BTHTzzPg8cXZFV45Vf+Pq/+yof5+KuvcTEX5nCkTxPtZDjEnq7eMUaPiI53bE74TTnQBjjuD2jVkXLGy0RTYLU558HFK9T2BGUL02EkhPn3Vg4hhKhZyD4VC1zjfy+l/MdCiGeB/wU4BX4T+L5SihdCVCwA2a8EHgPfVUp56f/r3zC2Ksok1qtT0rS8wEN/xeATba2ZvGOlWsL/w92bx8iWnvd5z7eeraq6uvuuczlzZ4YcDocz3EyKIinKokltUSxLcuxEUpRAgIMgRhBEiA3EMRwLRhY5RmIFSWArfygOo8RJFEU2YCaSwlWySFEi6eFQ5IjDGc56Z+7Sa1Wd9Vvzx2kLgSGIEkArgg/Q6O6qg6rqpb766n3f3/NEgV5LdkcbFosFcYoz2iZnokhobbEhM+VIzDNqROZEHzM2RxZ2j2wcY0rkMGujUpyjGYv1PsH1JCwhD5RiTbKCqpaMuwGZ4iysVZaCwBTyxX0k1ig6XTHlLUKVrIqCYfKkHObxAB8QyaJqg2tbvK3RqSd5R1kuflc9NXb9HHcpLDpmrLXEyeNVolQZpSxTmLs/YgpMOXKwtuy2GZLALjXt7pxC16DmLKdVllVpicLO3Sg8YszIVU3hZpZZwRxZkWVJ7iekkfS7nma5xA89Wcw1M6EMSlcoGUEKqtLSbrZzCH09s8736gXIeWJ8u92yWCwQOeGLzE19GZk8nXG4smLz2ilx3JLU/MQ2ZUGaPNiSYdhxYGva7GcWe4w0e0s2ux2a+Xez8yONnscqrl+/ym5sudnUPLho+PGHH+H9P/gd/B8f+UU+/NTL3O5gjCPTIFk1BbthpFocokfJvXALxhGRJVmUWOvx1RWuVZrx7JxH3/AnCFayvfcSr+5OWdcLcpiZVtpkhmFgiheZ1awZhiPGca5hDaFHywXKlOimYNockQn4UGCTJ9WJMhV0Y4dKkquHV9j2HYOAIoJSmSkm+nGgrgqGoUPXC4xLuDCxbBZM3qEVZG0plGYMnnW5TyQT08SVxvCW5YPc9y2P8PZvfS+Xv/9f5my7Jew6aE8pkmI8u8Pmi1/m6V/9Ak/e/hq3dhkdPefTMWWx5IYuOdtfMLx6Gyck+WKweOpGhJoD9SlGlmXN+abD2Mw0eepyiWws7ck50fs/0uL8BHww5/w24O3A916w5P8L4Kdzzo8AZ8BfuDj/LwBnOec3AD99cd7ve+SLThZJsAsT23aHi4FmvSKITKkNQ+HwciIfj9RlxbDZ4YyYvYWuJ8VI3/cEIjCHs2dULZiqpCRy+PBbiaohDBPOBTIalyUsZjid14owTuxfe4KoJrjxOnYvb5m6FpcjyhRYYPSB0haYLFjXCyhLUqHQSlBow/b84smlNCKCGz3t1OGGc0bpKFJHUc5duphGXMq0ZztSAlWU2AhSa6KW+BgorCblObvocQg/g+OKHNm2UK40Qk24MbNXXcHHSBwDhZ5FD73RnE+zkbuMhj1ruJ6hWR6iw4wrXjUL3G52+GWjKFYLJiLKWJqmwghDpQwqDpASfdsxtB1+ctiyYOx6DJLd2BOcn59gWjKOPVYaZJC80N7lTtgxIjh/7ZzVwVVcbUGKORc5DmSR6ITnoGw4mTpkluQ4UZSGTbtBV7N0N6RMXViULViUNXfunWILxdGZ46vnW/7rJ7/IT/zU/8w/fvYe2yHOHTaVcbScjOfE3cTWv8Zp7KmLBVW1plmskaYHoVmHif5oQ1pf4rNK89JLL/G2n/pvWV/eZ7tt2bkddzfHnPUTuyRxPrLtTjju7oAU1KsG3DxYXOjENB0T797G5xGjChoZqZJGhQYlNDIKlJFsx5Y4DFiR8H6YRboK1rZgTAmdi4uurqZZ7tE7j5YFfTfh3UA7DgzDQN8ek+LEanGIdSWnSiLTmvq7/wzjb36N8nNfZnV8l6vrksNHHmT95rdy6Tu+gwff9RgPmRV1FSmWihtXH+a9H/hBvu9v/n2+7T0/wGgvBLcz/Q1ZGaraIH3EJMUUE0Ib6qKmKi0eR9iNEOMffnX6fY5vuHDl+WgvvjUXHxn4IPALF5d/mNluDfADF99zcf2HxO/jMoM5XHypuErbn1HWV6iKEgFkF7A+I7WkCDUyWfRa4n1mfXCFUoMoPJUuKVWFKi27OMwzSP1IXdcMzlPkjGpWvPTMr+O2t1muGspCIaRHm8QyWqZdR6kqlns156dfIUWDf+4ZmisSYxVlUdP3/VxYnzIpepIV3HMDU5pIyVLrFa9/y4/PYgLmP5R3EVVqFnuWEA3aBaStiGNir9pHJTsX2y9mmQpj0GUxwxXHidIWJJ+YpgGZwbUjSRnwI2a1pDKWvfINLBYLfNjRj8coAuWqJstIKRJ6CNismAg0y5I3P/oWvvvP/js0195BxWyjGbyj1IaQEqr1uM2OMs+Gn20/IIxg8ANT8DjfoY1kHAJ1tcalSJICZTRBC4aQWawPOdy7jPWCI9+Dm7Oo7a7ndj+/jb0VRuw4oYoStEJJg0uZ5QQbPEthQErUomL0DpUgDROL6hBrIA6SzEDQmWVV0p6OTKbgdIAvux2f3R3xhXuZZBe024EYJE1R8YH/+KcwTzxKMUaKcMK463B+pBvOaewDKC/pY8sQPbujO4SvfYzt2fP8+k/8OJx4kphmjn+hgABhQEkwqqSQJQFB37aMYcKfdmi7YGlqhqpgGWtEDlz+0I8x2Y6YW0Y3UFZzAV+ZgnQh0w0SspAM40jrHHVWVHWNFuDlPL6ihEBJA3oPi0FNiYP1ITln2nbL8fEdTvIGKTYU/WvsXvIcPfsCU1YsHn6MvRuPUwN10WBNhSkF5X373Kga7rOHfNf99/Ov/sRf4v6VRE+Rq6qmJiMmx6qsUSHNLK6yZPIjXb9juaw4OTsnIxEpo6oLxv038fiD6smUEOKLzAqyjwJfB85zzuHilFvAjYuvbwCvAFxcvwEOf4/b/LeFEJ8XQnweJEfiFOkDVo8MRFRVkHOmtBWxDzMfXsPmdECbSO96TNYcXHsd3likMjS6YGXMrFES8/BdWdTIJDnfnTMI0HXJ+enINEGMAiMNURpY1OQxsht3pN5Q+BOcCHQnjpAC3W7H3nIJRiAurclSYHxilRStGzmQnuX+23nuc/8jTbNEaT3PRQnJuqjxfcRXgUV1hTgG0tTTdRt2flaMBZUJOTC0u3kBGCesNgzRI7Kkqi3j0LEq14ReUB00qKTZ+A13jv4JZ6c7KnsNhCajaYKhiAVRX3DSl2uWVc1eZXjsze/gxa8+z9Ezv8JOCNLFjkdKeUFwgPpwj5aAs5JVuZot4xkEBTHIi4ZIJMR+5pGJAh0UlV1gRWIaW47P75BUpDQalzLJKsylQ67JNcOUsFevU+0fzMZxZQFJlBJv4fAisiImT7/rKcuSmEGXFefDMX1SZOMQ5YpyfZlxmBHWnTxn6s+Qec2duGM3Tdw5u4U1kantET7y6f/kJ5lefB4nDUoajBVkobDlAhfvMZGQyxJXCswqU4qGSTUMQdN394hJEkKFEUvcGJF6waQkHT2yDOjEjMyu55po1+3IKrA/THibaB54O/HZT7M+fDONqkgq40MgxswwOaTUpMnTFCU2a1SWLBYLcm1J2xYhMolIygGRE1cffIRKDExh4nXf+t0c3T3C2nrmqdGjiorNboLbHePxl1i9931c/dD7WV9ZcnCQ2WtKjImUSNTSslARVWu+7epV/vW/8te5fLhA3P1t3DOfA3kVnSRVvWYYoCoOMLZmypF6UbGoStrtKdWqIWYBARZSIPI3lw/xB1q4cs4x5/x2Zkfiu4HHfq/TLj7/gYWwOed35ZzfJSXEfsLsLWm7DtX3uBwwZNpxQtYLVJbUpmL/8BJaLyitYbPd0t7tsFqxHTZ0biRljVIKURjKZcUwdvSuZ72+hBUwedDF7Ep00TG4iXFqqZKcBQmqoDLQFQ2VtjjhKMwKgGnqUNmgckJjcSnjc0Brw1m3oRu/RM4t3k9sNyPClGgiZ66lLivULtFP56hCzBEmKamNAJd+VxGlm4a+7Sgqi84zqE1VhktXXs/e/TcZwznlAuImE7WnCJKiukKRI1aPuCSo65K74wZVarRSFN4y9ltyP7CTBZ/4tY/w6S9/DGkzQiiEz7hdRxYJ189kgzRF1BS5tFgyppGyWczU2dxjtcJ7j61KQnSIHNEl2JWhcoKsNJthg6oXWCQKxeW9PbKCOkbGYkm514B4AKP2kSFRpogvBVfFkmUW7JUNXXRElbl++Toq5oudRZwbCP2AFQXdySnt0WszfUAL5M4jdEO7uUcZBV3oKMSSCc26LOmHAeMCTZEQ5YJz5ZBGk+M0w/CURUhP2jlKLRADeDdiTGS7u8tR8mQh0Hog+TkB4aeOWikqDAu14uqDbyLKggqLLTTCe0YvycsloQtsvv4kZy+/zNn5y2w3LXoSaF3O9Uw/kPDAHKnxMlItCrIMdCdb0kHFBOQpooWkWS546fwUowURwZ3P/wpNZZm8J2SJEgX1GNFac14FxCunVPsFyVa46MnP3cZ3Le74HruxZ+u2bHp4g73OW37we1n/ybdzKDckex/9eE5RnqGNIeSJKQy00wl+GBFS048B5xJFXaLMAmMFxhg2XU/+XUHYN+f4Q+3fcs7nwKeA9wBrIcQ/NWH/f6WvvyuEvbh+Dzj9/W8YysPr+PORS01Ns7emTIYhxJnj7Tva0HFyfodhewrZMw4ddb1gHB1u27KyFTJFrNL0fiBOI+OFuUdryDmihca7OQQalEKbAiIILRiDx287spx3UEtVERBURU3Ks3tP6xJtEnGYGOJEURTUVYVOcyvY78a57S0jRkPwA0WlERiGaUQaSVVa5EXyoVwsQVuoKxwGWy+Z4sA4dYQkCUnONqF25NbzX2Vz6zWWxZo9Y7n5hkeJYUY398OGaBV939NUJcPQURhLPw743hEOBe986P08/CN/CXFyzEl7jJgyLhusKonZocqZ996YCqkKtLbUZcnZ5hQjNEkq+nagLpazIaYsGcYRqwtqBcu9a3zLt34P12/usygNB9EifeR8kancgLSCK+YyzqxY+cRSWyKH7B2ULGSDWa6pZIVYFjRlxVH0SAxT1uRxJE4jRs3mo2maWB6sEKMnXaQR7LJEGY3WChcmtDW03YgpNGNMnIvIeZxYNA1ir2aIgisIDpPBe89qsaQ2GhUuSLTu4ratpjR6buZIycHeehbiDgGlCgqriRfUU4ki+IF+OGfcnSOBLAxVM/sLNrstWQkEM9LGTR2VldhqyZAcojAIUyJ1SRbz7J9tDEPvmXY9Vid63FwTExoh1NyJPv064yiR5YqN9SQlyEpgKwtAMg0PP3SVt/4rP4Rcj2hTMg497qUNr7Lg7qAZvMW//DVOn9mgznoefOhBHrj0BsLxKdOrHZfuvURTLyDXnI1n+BGqQiFljdaSQsnZ72AUIWT80IHPlFajy+abPoD6BxHCXhZCrC++roDvBH4H+CTw5y5O+2eFsP9UFPvngE/kb/ioBaI9BSPobMOua+cOj5tQFpyPrGXFstojlZZh7IiJmaleKsyymdEmfoYQNmUxT2FXc5dMSYkbZ36WRc6TvlKi42xNLlVBvbeHWSzILrEsLe14ztIFnL/I7qU53xeip7m0h6qLOSkfJlRVYKWijx6R5m1/ZSwiZfq+p7gQaEhrCFnS9ru5nS8S4+QZuhYrBbXQWGfYaw5mmabKCBmJSlA2NUhJMLBzPW9+3RMcigO60COGEao12mTGdodSBjeOJKApLDfNPu/+ge/k+554nO/89j+PLfdQ1UTyCWRPWa+QUWFNTVKawEj0A5BQWuDHgTDOEZPRTSQE0hYoD5OSjEUNuy1PLC/z7/7Mz3L95k3sjSsoW7MyKya1gGR5/+qAx+UBXL4Bi/tQN67zwHQf6/WahVzxTnuNby3XTNKCC1SNJouOo35LXxXoBYitQGdB27bovQolMmMh8VoghGDKibK0CCEoixXez3DKK6ahoqAXks3mjB999M/yQ3/3E/hqfhEZLuailNYMnaOuVxhZYHTFwf4a5ukL2rZFBIlRGmXAS09KmZQCIXnavuP41oscHKyRVtFFNwfcmzkQb4wimopJznLZXDcoY1gmQ7SQQw8pzDVNKenagUKWIEuoG/anGiUyLaE2rwAAIABJREFURglinJMRZ7EgFyPVOGJ280Lr/YQWcHm15IknXs8H//JPIi+t2HzyU7zysz9D+sQnOD36KudPfYbtFz7N0cc/zosf+zi7F55nb7Xi4cfeQPtd38GrY2b9+A0Or9dUSLrhCCENU5wYR0dTGCYSu75jdGGuV2bN9av7hCiIcu72i28yAlV/41O4DnxYCDEbKODnc84fEUI8DfxvQoj/FHiS2XbNxeefE0I8x7zT+uFvdAdCCdp+oqoqirFHxEysJEtRcdft2C9mvX2BmsWTi4JpmshkXByIPrFermYGd2QOBeeMlBobJRjL0PcYq0kpUZSGPCVSitTXDmlDiz3eknLACoXPAhkVmxgol/vkacIWs2ElJ0l77wSU5mw7kPYsuRtwUtJYwxhBIef7tgIX3WwDlhnXjhRmQVEX+ORwzrNsVkTX4/OI1yXeluAHUhpwLqOKBUoOjL1n2dT0YSQ6zy99/Od5z7//n3OweYDnP/If0R5/GeNr5J4gdKCVRVpI0eECvO7KA9z84Ae48a4HeOUvfp0vnr+E9HdIsaHzO3RKmKXidGipZYOSihgz1pZkMy/6bpoIlUa1nhwTcrVATYEcWk7Lmv/z1/8Bb/ril0ldT+8mqmpFiaTVp3QM3G4Df/rgUV4rDU898TbezgGXrm144PaW+vnnuC7h/5JbvE+IZknftuw31xinM9I00PcNlI61WbAbes5lYF03uN4TQyAGiWgM5Ej0CUHClpJr+/t0Y8DHjChK7t83/NB/9ld4/qNPYnRJtomh281d0DhRFJqh34KC6HrKXCG1IqQ4Y2BkJuaJMJZIUVFUFVMY5hqcqTE2M4QRBOwZzeh6opc0dYnSiqFraaQh1hLRd+zEBpcN++oAP3aEPLJe7TE6T5YCl0ea5YLUt7RCIbyb/y454lOmEYEm7dMVPQeHe1hR8+gj93Pj+n2Esw2dTHzsL/977MbIMEquX3uG+37nt0iV4pCaXeo430640571NPLIVcGbtq+SP/sU+r6a8ZlXePrLp2wLcLlECEO5dLSbid32DrpckIJAa8O0GxBS89rtV6kWhwypR/Yd3+xx0W+4cOWcvwS84/e4/Hnmetc/e/kI/Pk/zIPIKbOqF5iqInY9j/zwX+fOR/8Hjl59gb29FaMe8OdbckrY9RIzWSYR0AZ6N1BjOD09ZXVwSLfpWDQNGcc0bOfIRN9T2oZVY2h3pwx3T/GVxGBpb2/JRjGhsClSrq8yTj0mRpI+RYcDspy536YwRC9Jsaf3nrLax+06SjSK2dJS+UwwknZypOAoS4vOgpg061WJcyMqz11DAQzdjqJqUC4ybU4wRQmVpYgBoyt2wymrvUP81LJ1w6y1FwsevfEWnvufPsy94SmkqtmrGkYyapjwWbKsV0y+JyjFolB0X32aq9/7bqza57E/+T5+5xd+hymCsJ5alIz9AFNmnUqSnPDeICUIAtlHSmXp7EBhLKoxDENHJRRBW7ILhO2OV2Pi7snnQTkKaRjHl/DNgiULUrPidnXI3SR4z2Ovp7p6QPHofVwZNCcv3+HxGj7+7BHPnrxGXI64CYo0sp0yZbQIJKpIqFAySD8zwYbMzg2zXUkCBpamYhcdJkuMcqTXvYP3/ht/lc/83b9G2z8PMnNN73H77/0cH/7Vf0B/3mIsLKxlCALVCPKUaFYNXZtQZiCEiEGDzmQUpUjEbNiFgYMF9KcjVTPXqISMDNsRZ+xshDI1whSMzmOtpe86TFXhBofyiqkoaIoleZjY7o5nLpmx7IbZKCVkJEdNt9lS1yWpbVHGIozGagUxUJf7DFNPZSsK2VBby9nRHY6Pb6Gzpt1tKZVCETF6gT6/j914l7WGLkmEXrDtTlmXJW+8tuS9D1xn/fZ3clyd8Oonf41P/MOPcWQu86af+ghf+dEPcHTnacpVRXYdxWIfHwayzUgk3o1UVYMONf12g1CKsqkYhu4PsyR8w+MPsuP6536knFEWYvIsF2va+x8ibY/R1QLpRpyIGFOxLA2dGrjcSI52CX8+cq2pOHE9++slbb+FDDu3IaXEnl0Rd4F+mUm+5fTMc+W+B8nesWslU+5Iuw6ZJFEmSlMg3ABjiyybWXd/NpJXmipLdIKo4ObDfxJd1jzztU9iywrILKSinTqIiegyVanRxQIhDH3fUlR6HshcHSAJjJPHGoVzMHQdFAUyzovpcH7CwZu+l7h5Dn26pd90SB1JIZF3gmpl+ezLv8aeMJyPhqLo0QImFKZc0pCAREoQY+LO2PL8ra9x7ckv46pLGJUwQSC1wncjB1cO2b90yNnxCYWuQEw0Rck2Z8psUMOWUCTiVqLGHWaxpFiu2PU7ssqIC0SOIDHGiZA0hZWYaoVs9klGk0yFzTXHNy/x4oNXee973o97Y8PSbbj/qYEvMnLrhS9xeV1xuj3ATWeMe2vWIwzZELxDW0UYwjwpbgUxC4pmDoR304hEMfYDotR4tWNwJevNMb/4N/4Mb3/3n0aUa159+dd4fnWVn/zI38HLCvSSYTxB2JJqsWLqt5S1RltD7CYckPoJaQuquiaMIOqKJgmqpWRzeptmscZoyarReO85jzNyW8qI83PXVXpwIhIFNEoyEslZU9mKcdxhtJnBmFYxujg3mCTkrGZcjkh0biQrSVUX9OdbpDIkMt1wjk0J0yiOdrcpimL2FFQakzQP3LzB2W5H2zoWKfDi9gXeZu/n6nrJ/mXNXit59XzgsUXNY+97I/nGozz34is8/b/8Q37rlVOe2j7LYtWTfu7DBPc7cwkmJLyUFP2EFBJtJIMIaJGZ2h5TWKSR1E3NuO34Zm+5/nhEfozOi4MGNQTSqiFuz0nFipjHWYtUKppk6MLAsrDU1nDSR6qm5nR3RI3CGI20FnzG6wbvN0xuoNQll7PlRAiUUvyNn/5/+Nmf/avc/ewvE/f3ON06bOihtOhqxdhtETmyKC1B1tjdFlk2JCnYTQPlaoHsR2KMaLNg9EeEZFiYAp8yySgYZiFGIhNjRuu58J2FoGmWtNtzqqah7baUxiKyJJCptABZk2XG40gJ/DZSmISQmStXr3Fy6zViY8nTyC5OWLlHrT0hBGLOKF3Stx0H+3uEGBFxrkM9cniVP/Xu72N64+t45Zf/Ef/46S+CDgxJkrqexX6DFprkmDuasuO+smYlJKchc6d3hKBIqcdnQU5ipmKGjhQjZdXgnKPYqxFyNjS7aUJVe6xWB1y2B6wv3eTb3vJ6Hn//t/LAe7+F9z10FZM9H/3K8/zS52/x7G89ya98tcPHW1BfRt75DOnka+jBY1KcGWXtiC7nqW2fZhGHVIa9oqbtd1BZctdj5ZLRBkwhwRke3rtOuz3DmYHi4ArTcYu58jhHR5+hSCWbrufm/Q9xfPcWZA+mJOSeLEpKI7FBcN5uuPzATTa3T9m7ZnCdJ4+J7eAwViAyeO9RRUlhDFJFrly5j9OzDcPUk0dHqi25nxAkhLEMo6OSEmtKYg5ECXEMCBmRYi5tJDJJJLSevYuRTHYBpQwxz5nOWlv6vkeWGpNg7Ho8gcPFIYiJqBRKGGoNV3TFQ8tLfMf7Hudt73g99Srx9Kee4ub6APv4G3n+o7/GJ5/d8dXNOWfjhiMBaoyYK/fRntzD7zaEyuC3HS5F6rKcR3oQSBHwfcTWFUJmiAmpLf1uRwz/gvG4lNa5LBeEnLAadIjk1JOpmUpDkg6/Gzg0Db3RRDHNuOaciEZgssRayxgiVhgmodCxR0jNiEbqiTxa1sKTtSROI9/+gffy+U99lc16i+gEOc4ZxKk7BWkR2eNtRk8QMtiyhBAphKLNAypWZLmlVNcIYnch+9B0KtGIWSg7uAFbSApdkEVB37fENCGjwJYF3k8oMT/2MA4YreizJvuRVNeUTkDh59pB70lGYETGh0x2kroW9J1D2AopBFpLJpdZVYbd9pQsEnvlcjZQ7ynW8oCmkAwF7G5vkXUieImuLXHs8C6yWKx5QJX80I01/9YHvg35pjX/6Oc/yX/51DM8M26R2dLYEhFh6B2JjlxUXLl2P5uzllxp5DSiixpPiS8OKaqaRbniCX2Zdz18iT/xnie48YF38ubHrrCIkl956ik++39/ii987nPcfe5VjseW7fndmR6aJcn3IALZCEI/28JlnhHffnIkBBTzmEoaHUFoFmXEi4IsFWYQtGnDDX2NO+Yuy/IKTb9B3XwX9577LEIXFEbTdQNFCUlViAzZJ2Qe6VOmqmvIEd9GUp2xfUI0K1JyBNcjjQYkSs86rpwFdTWHn6nmnW9Akc8GPIF6UZAEKKMp9tac3LqHDIm6LhmDRxsIIVAWM0rIlrP89eqlqxxvTxndPPQq/AyIbOp9lFIcnx4x+GFGE1UWFRU+OvaW67nhlVreeHidb7+04APf/21cft97Gc7u8cJHPsf25JQXn9/yRX/EnbOBE3pGJyjCyMnoyEqzLBWnux4VM7nQc+rFaJQWLOSCTWgpomFKgXzhPjCFpes64jcRJPjHgsdFSgSbWKwqdMg4I1CLfVSpkcmjO8FhU5GlABvISXG43CNLRaUrlNbsdi3Oe7J36DQhKMg+o7QnbCdqk4mLks47JiF5+qu32OqecZNJIaEurD8UhqJUCG0wUSCNZbFYkIQnEZliwIiKJAWpXPGOtz3I/rohVoaoBKELODdiRo2tl/QXWF9Hh4mRRbPGloqiUBTGIoTCpYyqKoK1JCLaGpZCYCpBzhLfz80GYwxEgUZhC8noM4VtiGnAy4HYDig1cbbbkoVBrSp2LqMPV2SX6cKWW2f3uPfqbbqwI8SMLARde4b3noyGMNFoz/e97W003/NOmt2Sl567R1EsKb3CqsDUbmbLUZ5IWRD7kTvB0W1uEbdbtpszTm+/gj97if3pBZqzZ6i3XyGev8SLd57l1eMXWZ9s2KH43PMvsnz6LvL4hPZ0RzQ9XigoCpTwLOpIZia75n62JS2aFVJblJ1/5zo6VleuI0MgkilKNcd8gkLpkknONNB7/gij1my6zJksuf21z1NUBSJFhsmRVCZJNctgg0eICKr83YV6mibsqsFEiVrV5GkgTg5bNyhZUKHoXYutBVFIXMoMaaDdDTBqxk3PpCbQCiHMTKwVmvZog9aS9XpB1lBOiVAsWSTPbvI4N5LiRLOoePX2LS499ASXH3kXurYs7D46K45OT0hi5oE9+vDD2EozjoGo55/jbHPM2O54430P8cS113P5gQe4+fjbuPGmR0liwR00n37pFr969Aqv7BwnBHzIuDAQLqgPkkDICZVBW4VRmoCiCBLayOnpMUWaUdIEj1KCJMOMSpL/P0zO/3M/lMT0nu5sw1hrGlsjssRNASk06nWPMaLoxEDplygluN1vsHXF2A+EkNi/fJnGFLhKowuLEyNJQpMqVvtXcX6g2ruKXV7C6Iaj8yOsUaxkidCG7W5gHBxa25lUmTMiVSg1EZwHP9dxpJSE1CGU43pxmWd++zbjScSf7dAiUtmRha4YhcOfHWGUpSxWqEkgajMPgkrBtmtx2aOMRCSBRM0T4rZCy5kFNgWP0ppu6qlMgbzAmvgpsKwP0dbgskcQKYOkqmcTTVEFajKND4zWM3QdScB26PAiz7tONYtFpl2HtRVCWrSd2HnPUU78Vx/9JH/rP/wZfuRv/3f8r6nn+c0J0grqcUalKKUwxlDXC0xVo198jlI1uPMzaqUo1AwFHLY9YexIm5aj3HLf85I3vHLGV7/8Rfonf5PNbz/NU1/+dd719VPecG9Du4mc5Q2pd2wLzVnORAFhnCi0QReWcepxfhbkVmXJUtW8/U99EGk0ZWFIPs2FcDdHtETKSFuAUMRuZL/YYURCFzVJzoIQqwuMLvAhY6yiHSPaVMTsCEaSfcQEMecITY3rA1lA0dRzx1pIWhFZJEPXe9CBPE1EozE+oeysOzu8+jCSGVGttOa821FKicqwOTlHRsH06GOEszuc2D2WMiKzZBwc4ziyXq/RJx5/7xUOin2EOWGqBMUq4/ojJuE4vneXQmksidRPCFXRlBWLVUHcHrPY3OZNH/oQ9WNPsNtfM5WX6c63vLbZcQvYtmf0Q0u76zGmYIqBbmiZgGlIBDI+BkTO1NLQjwNCSbSdI2NaaKRMSARWNyil/ujnuP4oDgGUB3vEnEjHWzwORIA4kaaedOe3qVVNoxeERcYFz4GtKcbZ22eMwe0cwejZ6RYzOYKqLT5PqDiiifRHG6q0I0iYhGAkImsDUs8ZMAlhHNDSkFxA5Tg7AwkINZ/nZcRQUhhYP/FjBHWHeFhR7NVMSSFFwb3unOFH/hvqekkhHTCQawtBQ70keIk19SxdxTBOPSE4lJon0qcc5/b7MM3Rn0LTux5pDUkJbAGjO6brBrSdePxNT1DvHzJETygqDjdXWL5uj0ZeovSBGOdaUFEUTMOAc44UI2PXk1Ji6jaQIqETWNlwb7fjM8Hxd249y6/GnvM7JxjSTL90CR9nAqwL846BfoOtL1GkSL0skFqDViSVyRqkKjhJnsvTKYeh5Ve/9BpPffwpfuG//yU+/rGnePbTX+OjX3yZB88W7K0XiFAy+paiG2i6edAyK41HzNGhNNd7iIHoJoYq87n//efRdsWYPFprCm0oy5KFtRe5UYkxipQd97/vB6gOryBVZpoGQppzpclDloacBItVQyQSY0a5mdGuF2toFP3QItX8VnVInjor2t0GHTO6rlmbJWJKTC6xDBrR1JzvzlGMDOevUe4tAThcrDiwNf1wRs6exWo9m6JeeJrD649TuA1bFUhhxGqJ0AKXPHd2X8L4l5naU4xZcp9ecS2u2S8Ped3eFXyEzbanqEpiNoTc03U7pgh7i0vcd/MGyxv7tHeeIby0RYiJe2d3uesFO3fEKBKRiBKR7fE9klSzwah3CFugDWgjiGFEqoSuS5ACKzW4QL4IWgurESLPjYZvshL2j0WNS0qZS20obUFRFLPROieUUsimZOiPcVOm2TtAjfMwqJeQphFVzUOCMqq5sL6nCW2EkJGlRMSeh554P/c9/CC/9ZFfwJkKNXaQNdoqfJogzzNaUmSapuFkO0+ex9CxrK4wDOdU5ZKQPMi54J60o8xryhsPsX3pa6jYIcwamUcGDMH3qDBQHa5ptztk1lRNgyIgpCYmh/eecZiQxlJoxRQidbPEApvdlqKu6N3EWli2Y49tKnLvCUJiC0mQDt8qVAlZJWxMlKnh5Hv+A9Zf+Ht0bkvaQiGnedt+wXUHKI3FeY/LEWka6lKS+swgzqhTyYiEEAkycbg8xHuPDI7jfhaUTkM313GK5QV7f66RDUZTZ0USAVPoC12aZl0c8sG9A9pUc1sbDsKauN5yUtxPevW3OJAHpNRi1DlfjzW3zo8oCZyP5+ybfc7cTJ8oigLnR4xR5BBnSXAOJFmwryK7uMLIiRQcRVEgk2TCE1Mi9OMsy/WSKToEBVp7pNHUdk03jqRCoaLHx5mr5QdH1B6pS0TUpLQjhzQHmYwlFpa826EkdCJxhSUbPKopoVqQb90mrwpsMvRuQpu5xlrqGRkutKJYNkzTML94iMheXLOTPcJlxiyoGoEbR1SERVmhsiGZAhk63rDe533O8Hql+Jja8RvbHhc8ExlpEl0X0WWD9BN2VfHmZsW/9i+9m3e999u5tGh47doep5/6HL/44Y/wm90dTs4Hljcfoa5Kjl54nn63xZYrfB4QRuOPO+yqmo0+SKS2TF0LKdMsFyij6bod66vXOT26R6lgnCLRx3/xLD/aqFwVhrKs2fhA3Wf2bqx49dVTllnibKRc1YRxYug9phRoYYlJoq0nxQvjTe+paoN3I4VtyHl+JVVEXMgILehHMMqTYqRYzK+MRVPQDi0hZkxWxCKjg8AIg3MBaRMmG877lvV6wTAMs0cvzouBLDXRB2qjaf00CyDGiaQEbhipy4Z2HKiMxseAtSVt287SU2NIcY53RJmwIYKd9e8HV64ypkDcbQGJbydMU7GoS3bdhBIZqzJDypSypO/OsOs9wulAamps7MlVjdvtZtZVBKs1bpyQWlDUa3btbSwz0WC1WIBzeCEIHlwcqRaWNARCCNiymD2GpkYMPfbBJ/CvfB6ZamIFWmvkNjDpRGUL+nYAq7nc1BRCIdUCSoUyK0xRkKeOO/VbKY5+mVodkEhMwzlKB876RHAjySsyE0UyTLVDCkOOYCzk5cO4209j9AJlEn0XkCJiK43UhrFtEaUiTwpTzhahnCNpDDT1kl0KNNKQlSSmge68o9qzOGp0HtCjJjYa4cLF7sqhXCaLhC4r8jiiELgU0dKgFwXDbospK/oQWAdBWBdMpz1RCWR0CD3vTlSS5CqzZMkwbQkis1CWtxyseGYaIZZ0uzOmJBFioE+StU/ceOcH2Lz0JD9245105RnF83f4W3/x+8k/+iF+8Qf+Jn/t6Ouc5UgKni6ASnFGlCsDzvHY6gr/5g9/iPuvX2bv+g1uv3qHL3zmC/zmV57hrgts/ISMisvNHremY6YuMYw7FvUe3k+E4JClnTHgKApj5jidVLhpjsGFGOdd7AURIqVEnMI3tav4x+KtYk4ZrCaSsUoi9kBWb2Wx1JyXnqWpmVxA2gIpQWHo3Sx5yF4SfYKUWe8ticFRlw3OdyQyg08IWxLJpDyxt9LowmBNiZoS0UiOj09hCBgxiy2X2pKDpx37mVKREuPYU5cFfpwgKUII3Lj/MpmR7MNct5gm0ujYuREpBLmfYFkx+MCy1CAFLkhiFpSNxSdPFgafIjnG2WqTBWFyrJoFOmam43OUMigEy+VyrqX0DiE9SsBuO1IoTR96Fst9CgfZZlCOmDRhmndu6cKhF2NErxT7e29mu91iqVFq/geMOc81sBwJwbGsFsQ2MMVEvVgyTR6Bwo9nGFsjj19A+ppJQxkVnI+0q5nD70JiuVzO2UJhGAV0aeTe2RE733N+9iKvjQMntaL3AyfbUzo/t/DHrmZtPVV9wKQkVb1PrgKJBTZB8BKDwd99GlUfUlQW1weMMahaU5g1KWq0qshRUy4achIQE2ma86xbMWGCp/cd1q4p7FX29vfRejVDK11CLhrMNMyLnR+p5MyXKqNCj4FHb95gcbWkWRwQQiKME7qypNEhfcJrRWwn1KKgyYpozFz/CYHBd6zrFYPfkVKiRvDY6oCfuHQ/7z/QDN2GYEDgEbqmCgEOFtz5+mc4rCoOnGP7csvRFDn73DHi7/8G98LIYGBqR6JT+NET/cgYEyJlNKCWhmdfHPjN3/gKv/7Lv8STn3qSf/L8a7w0Oba7Hi8E3/Wub+Gtjz1CdP8vd28aZOt21vf91vwOe+ju02e447lX49UIQiNISAiwEzCWQcjGASo4CR9wAqZCsKuoDKRSRRV22am4qIpTlakcygmpBGMb4ooB2wgJJ0IRkgDrIl3dK67ucM495/Tp3nu/4xrz4W2UfMAgUXKhYn3b3af6dO/ud61nPc////9F6qqiaRpCWEzoSIXwcTmIcsJPI2GOzCGijWPop2WiWAqtrVAZjDT8/tkLf/T1lVFxaV2UkVi95DEdpZGgNPbBV5Du3mWWicM0sTIKUwpjiBhXLfEeUTBPHVVbkYqiag2hmxGyoLQlIxfIqdC4ytAdJqoavM9YbZjmDusccZ4JAgiF0lTYlKmVws8TwlZLX8Wa5XqSLx/gEDCuuiRvz/RTz3G7RgvNxTRQ68WwrbSlLssfcuwjxRaqypBSJieJEsvvQBYoRmGVZZxnyMs0LPtMEZCsQiEQRZLjgBBqITuLyOAVtc2EaUIqu+iZJo+1Fqkb+nGPVgWtFWEoxMqjJ7mg3vKIUZZpGNiuV6SyNI8ra5BSMuWMSJmcF4e/z4mTquYwZbweqJIlrh2QMecdul0jSl5IQKJQZ01WhSlB0glnLFYKsMcM7U1OD5+j8zv2naRS98lVQQwGX1le+dg3c/70x7gd70KUrEWmak+45++ytSdfCB8UojCNkSQmjKxQVmClxFMoU1k2bLkMFPzQEyuNsmYZwsRLMAeZarVmd3YHpRyN0+yLQIYZrSVxktQnhr4feOTKKX/h3d/EJ555kv/nyacoSPrDgFvXaB/wdYUbIpNj+T+GiDBlIfe0hn63R6PJrlBVFXWC71k9xE9839fzP3zwE/zEp29z/+IFUIucJiG45mBQNcfR8azpuZ4ajpXlSp05mQSf0TUX/TO86AUy5gXSO+4pdQU+clRXnB4dcfPoOgMH7l50DKPHF8FcCqEfwUq0D8yVJPYFNAgj8fOMNoYsJI4FMZcue406S7IUpBBQRaDc0oyPPgBgjKPve3L+8kU3f2VUXKWwbldYqRbcWHWF2SXK7TMOIiJC4epqi0iCQGJztEbkBCWSpcCdrhijR2bBvBvIpEUEmYE0Y8RStQ7DnpwjYzdSuYZdHFhRmKeCbbdo01K7DW7wlAR7JM3NlxEiaOs4jAMIRV1tAYmtHM4pbFWRSsHUS/zybuxpUBSr2ZgKpQvDFBHG4sgLTXgSWNmwfJPLg1e3FVSXDfrgyUYxBo9sHKvNGu89eI8ko8QiB4gqkrVEv/ffpswjlXE0tibPhTnNiFxTmDFGoU2NFEsq6kZuEPWaOA5YJDlGTq5dJVWa0ytXefTmQ0vUcRlJJIosKCWQEmor8KqiMh1tEghRONoX9JzIjSHHACVRYqAymp0YOe93iBS54lqCGpgmwX7cMfinOR/voJPkqC5oaXjDu/9L+re/n01X8PcmZvV5WnXClW0muYr92S2apOm6PSnNTMNMEEvkdGOWCnKa/JIbRkPMCWE0SSmwluAMW9OQCqjBo4vFWSAr+vE+x+0WUxmm6Diae47qDavVhk2zxUQws+R8v+cXfvmDPHOrX7R465qrN45pnCTnzDSMzEYgIlhhSJXGpUKWEb8f0VKhXYMuAjUGnDbc7CJ2GzF1waqItxG5pHJzqmp++D/A+qxJAAAgAElEQVT6z9j0E8+4RO49YT7jmfEeH9+d8+F+z+enF5jSmqpkaisYpx5bb7EStscbqrbF58ycI7cOM+fznpwrvIiIEJYJdUjM6zWp82Acdt3iu4FV5RApI9OyKapUsFIRxomcI4iMdhqplmz96JeU1rptmETmy+yx/srYuIRtaesH6FMhxz2kPcFXeO4uvRkCfX8gC4l2K+K+YxAGXTSveOWr2boTqmDpmJCuAqVJfl4qsgRZa9SlQNA6UNYgVWajavbJYNYVfd+zqSomZoxxVLVGI7h36/N474kx0qqKkDy7fo9SBqkrDu3DTHfPscpShcRka5RSHJKHLBhKpF6/lmZVszEn9M4gUYhciCLg00QpM7I54iyO5P2AEIlVW7NyWzZNTZp67h7u02q99MRiWKjDoWBmS5oK8sM/jWqPOYSloV5JSWtW7P1dpr5DFShhgdIiIlOOjMMOVS+noyiZ3d27hIuOfuiYyhEqQUFSS42ShuAlkHHVhhg8X//130cWFlsZDnJCpUIeE9Encobqypb+MGDQrNZbUogcDgfUqGgrSb64oM0RiqGf9vRjh9EVH/m1n2TzL3+FMQduv/QRJKdoOTDuBCkFxHqNFQ1Wg9EaVUmsbqmASeSFH6kdQkl8Hqjb9UIXJzBPF0v0isxL+mtrMG1hTIXGCqQwDI9c53R7lXc+8RCve9vXsbveUJKnnCyVg6kNAs1z/oKzixc5dke8strwzrd9Aw/Y62yOj5aK0meyT5QU0CmwKxmdlmFBXddYm7DVEVXluCiesa55/vM7futzFwxSspVXkKIhppFz3/G3fuon2DuD3e9ojWHUFdM00YfAvu+IM9yjRzlHLHqJQ9fgJ0/Xj4wpcLJac/Xlb8DHgRAtQ1lgtr4ErKkQdrVosKwhj+cQA02zIiax/M2zAJC5DDWuLnt2zMumJqxje3KDyjlSEUtai63I6U+gHCL7nt3Fpzla1Uh1lc4Itroh60fQ/QUhzlRuwdHPY48oa+oSECZy9L7vpU2OYAPGGqYIczfQrlb4tGTZOwXJj5cPqISUOew6UkoYexmBohUX53dRThDsUgWaEFlHyfZoTcyL7SaWjCiJWSZmv2dz8RyxdqwsiOvX2aiI0ALTanKJVMowHv4lYtTshhfZaEWWApSmrVeYoqAYyu6c5mKBr06TJ+fMMOw5HHpGkWmlQlnFlGaK0tTWLSJJGVBKUWmFTB4rFqqxtooioG22WFthjFlCE4PHNjXEROPqpffnNKp2SGeomprDYcedO08TSiTP4P0yAVVW4n1m6g5UNvPPP/izVE4RxoRIyxVWa8vJ0YYUBd15T5EJXZYs/+Ik0ljmYebs7n026yPSMJNSYi7L1+hF4uo+EMdzUkpQ75EIZF6AHRjFaobuqx4kjcvPI3IheM+cIrV1xLgYlLtuj5CFEPOSdCEMRjqEn/EyMQZPY2pESpzUR5Q4IwPkZ5/nzu42r3/ruzlu1zzxmnez/ze/CztMrKsNRtnFcjTPOK154uU3+dEf+Ct84C//Vb72vd+CSIn18Qmy0mASicI4F65euYHQmZWruX//gr7vidPInZyoh8xH3QW/+Imn+LDv8Lt75NSTbaKUNUlobt0euBiGJc750NF3HXP2GGmYWJ6RMET6vieQkdbgc0IoyXbVIoEuTjzz7KfJo0DbBlUkUz8RS0bWkj7uicPAHApFWeahJ4SAKDD2HWGeIF/a2L6g54KqXtolTmnu331hMb5nMNoxDR3yjyO6+V/3KqJgOGUYDyACqr1CH2bsSkLyrNZbpnnBtEspcWKmGEXOkSd/6j/nYrogpoDrCjGNHB9t6Po9pSy9jd3usKiU7cIRLCJj7cJOlCozHs6pmhqtKqZ9AO/xfgkL7MpMLBF5ibqXUiKNREyBOjjOxokgJh57y/t51Td/B14saQlVkfh+JCWx9DzsBSev+Bb6QRLDDoTncOiRokJRUWoI7YSIjrraMk+J7dEarRo2piE4A0IhpF7QYkozp0i7bpASkgQPFO2w9ZL/LVLBJMk4B/b9ntWqgSIJ3YBELPQhH3HSMvYTVln2+w6pK45ipJYVGShZoZSibiRVZS/J1zPaZbqhZyqeYhSmXqqc86mnqIJKBY0hWkMoma2piDHi2gZbGYb+gPWRMHtWrsY4i+9n+rzDCPA1zJ1mHg9MOoBKpMOei3qi/vhn8LWkqhrUahk+xJyYup5piijpaJstWlVIBsJ8WCowH5mVQvlEXbcchp6Tq9/Ire//bykl0FlJLKDWG/7u//Y/8hu/9RQv/dLPs/pHf4+L/pzduANAKIOzG07qU5648jKufPt3Me/g9hBpbEvuB8ocGIeANgZXW87v3qEgGYaFoeiqCqPhKEiGGPnIMPPTz3V8/qxDaIeptshkyPQ42+BWchFdX2bAZS2xroU5M1vLvbMzTIjI4rBF42QhTR25LIGDSEnX9+yml+gZyemA0AGtClIJhqHHqkXvV9UWrcQyKZZ6yY9XGuMszi4bt7WWqqkJIdFP/UI1GpeJ9ThP1NYx73agJDn9MSag/utaskhCxeIP202ku+c4ESnVmli3nJ3vcFXD5APzPHPynX+F02uvItx8DyUmOjtx3ByT65qtKoz9AnUtLCJB41rqqmVKgWHqCSURCKzWNcGPrNwRU0xoqzjZ1lSbqxTpcHrFymxIadk0/z/mh8TWkp3xbLRBiBPE+Wd54NG3ghlJQiIK1OsN0TlMNPgiGZ7+ENePa1b1CcatCTFzcnKC9oGQHen9/yFNGPCX3rxx2i+Ga1+45i1+CrSmpraG/TyyunrKxaGjzEulQJRY2yyCyZQQRpEQ1JsNzarFj9MScFjAbFqSVYtWbH9YIB3WUjUNWTkuKJT1lspqilpoyYdDh7ObS/vRCf04sVpdQQhBUy2ns86Zo/XRMjUtkfW1G+iikCFwv4ykOaFKJkZPEAlfAk21BAfqyrE1Fe3pBidbbsoVjzz+Mtx6iwuaWtboesXat0hpaUNhDBN5P2CKQDtLXddUlSamiZgGEAFdaqyugUxWiVbWzFkwH3rwns+99H/w8E/+WxyiwtQTse8JL77EIQru9nfoJYzVijTOl+CNnlwilJFc9ty5dZd/+tf/Bv/ob/wgT37yl7h9vmOcemJOtCdXF0xco9CqUIpgc7RFWA1Kcuj3HKqCqCS3X7zFb1zcxsfEmCdC7LBijxSW/eEu8xTZd/ewoiwDJyxljIjR8+A3vINKWnwrwMFhPBB8wcgWUSSuXjPNgcpUTN7w6jd+N2ke6EfB1BeSV+isEHNm8iM5DZAi0xR5+JGbKOswrub4yvLzxBDwYTH3122Drh3DPOGqBlcsTjf4ksBKslTIP5iX8yWvr4ipolSirJvtguLaGGQqRJ8wFHZhonXLVWcYZ1Z1QycDp1ny5te8j1vd53n62d9me3zKi/eep/hFT2SrwjRIXJWJWRLmEa01cwwYJEkZhM1scsPFeAHFUleaJANTP9M0FdEnrHAMoadZtYQws9mcsDscCFNAVxJbGRoFF96g3vl+6g/973R+wDY1fgpY4QhxRDrF3A3IzQo9ziQRSWU5MZ3v8JPAXH0AUTqGfkIZyzTvISkapzBqzZRmjEpc9ImrxzNB3qDpI4OYl6TUPIG3ZNnjVqekccZWG7r5QBoD9bph6C6odIPQhmEeULaQI2ghl9SBUkg5s3Y1kwAbNbKWDP0BAGs3+HlAqkyJBYlC14ri4zJnaB1XqwcYmszupc9RGYepNN29PUq2hCbixsI0D6zWa3ZDh7YNRhVcKFhXc1xvWGnFQyuHrK5xHjqevn+LfJg5MxN6XNT70mhCjFipsLYiyEzoOtAGUwSlqqEPFOHBLKp7HaCISKVXqNox+RGjNGN/oHKL95Gil7SF6Nk0LSkK9v0Fm6Zmd3ZGe3yysCTbmqq2NKLgVEufInOeGfqJTCKEhJ8Cm6M1Rhj6accYAlYYtLYMcWLlLNOcMFKQpIIErjKIkjnbnbN2q0uqukBVa5h7DlOiXTeEfqRUbsn9Eo7ZHxBTIqmEMjVTnFiXimIKsXiMUBydnmClY9iNDOM51WrD3vfIVBBZkPVitRMpkvNi7jbuKtN8m4cfeA3P3/o0JSaMcdTOstufY+qGenPM4ewMaQoqLmm0OWeElciiGbo/JpP1Jenn40KIX7h8/bgQ4iNCiKeEEP+rEMJeftxdvv7s5ecf+0O/CaGwOmN0Yux7HnvoW/HVjD/Z0pQrFB/p+h4jBcPUoQdP2T7Ijfd+N2+5+RZ6PIc7n2MjVgg1kONAZRqUkBx2HSGOS6zvHGjqFUqDI/Do9gY+3Ge9XoOIizpcGm5cvQZZcPWBhnrTkH6P2Rgj3TAsaQBOIIWlO+s47CJJz9hf+xl2eUIpQ/CeFOZFauAsY9fj6go/TmhXIYVi3bTInDhkRadgyhcc7txb8PKl0NYrlBBkqWicwGpJETUnxqLax7lx7THssWZ7dMp2fZOTzcuxsvDEE9+CFYnrp9cRZSFsN0cNJgWKE6zqFUl5ikmIIvBzxBiH1vIyPPCynxQSkx/Z7XY0rsEqTQwTbW0W/5+2YCzCF1JlqaoK5shz916gf/Y5TJ9RIfH4o+9i05yAEaxHAyJh1XLFaKoKWRZfm1SKSkveeKr5oW9+N9//734v3/aWV/DVVcWJcxzWmisBjFULRASFMwufMgN+nGg3a1ISRAlxHigqQSmoJDCxUFJGKYNQsO92KCFp6yUNIhmDmDNtWzOOIyktG492GmMcF7se22wQWtA0DfM8c+g6+ly4Pew5Gw8M/UQgMs6Lw6JyihwLd8/uIaTBuhYpNSkVZBYEn5DaEq0hDwNVrck+EnNitdkw+RFdtURZCNMi6mxay9DvQCZKmLBFMHUHolKI1qJMi46RtauJTc08B46bDW27ImkN1QmD7FBVwzDtSdOSmV+ZCpk1q9UyRZVSE3JCiQOahude/BRKVyi3XBWHvmddNWghqbRhtVpR2XrRTl4i9+IwMU0D8ss8VvxSvtoPs2TN/976sgFhKQWvHXOWnDQr7Mu+Dqtr8q072CYRraOiptQNNYp2dczVMHPnMz/Hz3/0lzi2Ky5Yc+AcoddQKrp+j2szzbq6FI0WqsrSDwfm2SMefQfPn93GlRN2uwPOKYQopCiY5pmUA2M/M0w9VVNjjKFqG6y1OFdTGYnKklVbMzaCtoO5RFQEiqTEgtE1IUrmSxiDcpZWW1KISNSltmWJ/9i2FTl49GaDlQIREtnPtMZgleX8/j1EnBDTjtXpy+D4Ie7fuY1ujpkv7uDD86iUObr5KIeXPsr7X/46vvHxG7zx0Ye41q5xQjGGiFWOC79fNGjFIbyhdRVxnjBFIXNB5CUIz0kBRmDskvE+jT1aZrZHm6URLwGdyZJLKnjAKcmxiUzZM7eJg088+dFfpp8uePih65yX/ZI/LtWieFcbLJo8F4xxXKlXfP1jb+AV//GPcPTv/xA3/vZ/zeve+w28/bHHWQP7JIhpgahIKTFKUWkDOdMoQ78/LJNYCmUOiz5r1SLaCl07WFdIBEotNCQ/Tdy7d4dm1aIKOG3Y7XZLRZk9hZnj9Skn2y2bbQNqyWLzMZBKBlG4c/c+3nusXN4/I83SQ42RcfKX8NbFm6oKCHtpOUqFVKDvD4z7jqpZEWNkPw2kfsIIcEdrrl9/EFu1lLQneME4jlSmWsztRbGfJloBZlqGKFYuuqx5GhAy4+qKwQdizASfKbGH3OLTgNNbjHAUAWMckDoQfUd0ArVqwSv64QJr3WJJmnry5DFqac53aYmRPrt1i3membuJa6cnhNkTY0bpisrW5PLH0OMSQjwM/Bngv7t8LfgyAmELBZ07jDFsH34DT/7G36Ru3kR2Fj+doQhMaST0OzwjV5pH+PN/52e5csVz9OCb2D/yLip1AVjWWdCuVmQ8IQcOXaau1zTN0sSWEmpdEZ77JBFFF+6y2WwI0QNw7dp1zg47tNaM/SJelVISQuBwODDPMyEVVBGUnCkqs52gWj9A8gt7MDMixSI7yHkxI3vv6aeRFCIlRKbJLwJIDZvcLmbebmY0gTFOCLsMLQKRWilWJw/wzX/uu3jsiTcx+T1nZYM9nOF8xYOPvom3PfhOWjXRHiq+6uZ7OH1oyxvf9S6+7bu+g7e/7g2cVCuq4xN0djjV4kRDTB67VahKE0umGyeqdotkATEkv/j4JA2V3dI2x+QouPXibdZ1g1WSOHVURtMKyZQ9uzwyuiMqH3j44TdxfHyFrBJoxe0XblPXjpQsyEAoB3p/Hx8Dm5Mr3Hz5K7BVw40HrmOD5LotnLx4ziMP3eTxt7yROkFZKeawYO9zDEQ/k40iSBjGEYxi7A4459i2G1IsqJhpUOSLHpsghMQwLVHCooCpHEFKlC8MMeLshnkUaFXRHwZ+93c/xe1bz1OSRMs1uRRSCkzTxOQ9OEdKiSl49sOIE4bkh8ur5Jr9cGCMi7k9Tp5h6jFuCZeUVnG0adjomi4G5pCoTIXaNMwxYCfPnbt3GKZzrFpR1ZG6Wi9AFL/o+a7j6V/z7sVCliwleNrtEeRCiP0yUY6enGA633Nx7y45FaRw9GOHUB7XOKyrQTjSXLB9IF1coOqEczXee2rbYpWgamoyBWcslTb4aUYr8YX3c+h35GEghYhbr/HTzB+yBXzJ64utuP4r4K/BF+BoV/gyAmFLgXlyqJJ5/qnfYhVgvvsbi6XHHWHnQrut0LJF6avcHX6X+Wf/If76m9i98HPoT/8iYVqmZIdpYpgPlOjwQ2DVrtE5sj+MxDAh3YopJiKFOHvUesVhOBB8JubC888/R11Ay9WlDWjx59WuwqBJYcaqQlciUo8EXfiz/85Psrl+HdNrRN1CMfgQ8clTVEKlhK0MqjhmnZnI1M2KeR4JE6RWkHNkKgJ3ELRVi++XDHhVO4RWfNN1id9FHnjl48gyc/XWRxmUoQt3Sfvnefur30Rz+ij1ScXu8BK53vDq7/xu3vKj/wmveufbOLrSoEshRc/Q70h5RguNnwLD7oAxBqMs62ZLVmLpH2mBlQKdEikd8LnQlBlbrRgP56wfeRMn64Zv+oH/mce/98c5uX6NVhm0H7j62m9gZR/ATwFpHTrAVkle/+Y/BZUgl0DuZxqxpm0MZM+zL9zm/vmL3P7c81zceob5c/eor2fEB76V7rwgtaKZKtaupnF2mRC6mlbWiHnEaI1OFlM54uwvQbcL8Pb8cI9qtcU6QXvSYlYrdMkUpRcMmTMIYxdtXb9DqgjBo8UiNN6uT7gYz5Bo1kfHOFfjqiNklxFpsbgQJbqW3O8uyMIssgGT0VkTZ4muCkVGbFlcDev1mjQmMhafA8YuRJxcIlFYlFKMqkDwKLHiYBvmKS38S5GABcIyyS3ihU+gg4Wt4uTadfrdPZS26Eng08S63rLvB5LMdMOBa9vrdDmhZo9uTlCHhLQ1D5w8ys1HTpFS0zaGNEBIIBkJIYBrCKkAy/MyTRM+jpjKUVmLMIpQQDiDMpLsR9YPXkW11/5IG9S/an0xeLJvA+6UUj72///w7/NP/8hAWCFAKUWM4CzcP5wvPYy8EHvi0RFlkjRhZhYdfs58+OiID/2Df8gh1gg1LT68kFFuyf1uVw6j1xQxcRFGnDYULRH9zLXT65gSsaYwH0BlSaMts11EmsVFdn6iryZ6OX6hx6X0csWIxXA0N+TVKX/2iQ/w+Lf/eTjcZ7+JbKUFLmM9xGLRufbYY4RQqEriqBjWzZZwuXn53OPzRGMbKmuoWsk8elbrBqEVKhpuqJYj73jyt/45z334Y1TGLqpvEfBzR6o0/8tH/gHP3vk49y8ueGl+jpfuDdz/3H3u/vZnSGcBMQfKvGThN6v6MpwORC60p1cv7UaFl55/lspUiCxw2pBDxNkG89BDjGbg7OQKchLY0yvM4xnf8hf/Kq97teTV2vDIGz7A0fFVSBF9/atBjMR9gGgouvCeqzf5S9/zg7h5ohENpbEYK/Be0g0Txp8TzYZf/MwnGH/pn/HSSy9x+3f2TB/6GJ/64K9wMQWSnnAnR0RRsdlsYHfG7Jd0TmMUYxwYup4cC2jD9RsPs26OUNdfz96fM8yQg4Ax03cjdbM4NkI3MM3zAqtwAl21CK249sgV+qnnIvRszIbmwet0XjPP5xAToj4lz4GSIJfIHAKmcmyalqEb6S4xY05JwjyThCRFj1OSeexRZbFzFSVQ0qKGxZSfpgta0SIGjw8Jl0dMvycKRwwzqoDVhiIFWU/oaSCtEiu95blbL16m9jqkFoQhMu4OS4ZaW3O0XvHsS0/ziLI8+tq38qrNw7zsgcd4QmsexPCux76bVz/+ZsT2QVwj2KxPSFFQVxVxGBAlLYwBIbDOYWWFn+Zl+i4iWiz4tugDEsH7/o0fZHv19IvZj77o9cXAMt4JvE8I8a1ABWxYKrAjIYS+rKp+PyDs8180EBYQ9kAeYRoMldMorYkpsJkT+/E2iIbtpkUqgT8Efu3v/jhVf0GqbuB7gatXpBCZYkJJuHf3PqttxTxJNrZGWIcpCXn1GEHBCEWRGmU9wxwJTnHFtowlMCWLSyPUj2BtZPRn6Nou3Mcw0sTC/Vbyur3gO/6DH+Pu2Tn9/Rc4YsPt4QydEqGANQqlJP6iYx49uhYUNJYe6xTzlGl0Tc6ZMYxsj9Z0+z3O1WhlMesVTgrurR/jI1PHOJ5xL0Rk7JHC0myPEEPmzv1brClcOXkbd+78C3w55TPPPM3hb/4E1Vbx3Asvcms4p8djAvjs0bpCSE/wFTkfgMVwnitNHHu0XnLO5jmg7Mj+Ysdm3jAOLzHVx6xCoU57bt58K2/+2lfSPvYA/Qcf5vlP/WNyPvDc+f+N/t3fRtmOHC0r3fDZCZ75Wz/GECXypKIJE/v7PbYWBB/wStP353xSH/FT/9PP8Zpf/SjKnvDbn/9dzvOMdZLhzBBVDzbgzyXtE++gvPA7MBV6XajVUjkVkbl/OGMed2jVsGoDh6BJ1cQ8G5JPbE9P6A8jSgtkAoyi+AkpNKlMNLVjd3eHTAItoLfAc88xTBe0m2tE2TOzwwhDzpDzDGhUloQUl96fscgSMUouV/HqBMpIpCC0IsRMHT2xspS5oNaG/TBhNw33dhe4tqHNgtXj70U/dMKdX/37mKph6GYw4JOnahz0YtGHoZAKGrNa+kw5UFUt/aFjc3RCCDCWyHGjOTSab3zo3bz65hUe/Kp3cO0NryB97NM8VW05+6lPopgJyrK7e3eJq5nGJZU4CWLyVNWWftjRNBUpLJpJqywUzZxmrGtZrbYMh4r5809/iVvTH7z+0IqrlPJjpZSHSymPsTAS/1kp5Xv4MgJhcy7MsyWLmmatmeJId7FD5oJ85BR9+jqcGUA16Lt3cSvLlQwXQAl7rAOUXyoiXVNVDZvNhhRqtts1Pi44q24eeVA21F/754h+oBUSKk9daY6sQ4RCpWoa4WmkwbqR177rr4G0VNpRhkCVFIMaeURcJ5w0iOde4Jn/858SnGPwewp+URJXFTFklJCc7e8tCQZ+xjUt01AIHhrTIuMilpzzYitysuaobXBUtKbmxnrFy3u4ajxH26sclUjdbDi9coMHVhu8KWQSZ/VVpv45xIOPMXcTnz5/jl9/4Rk+9ORn+MxLzzMeQKtAaewSEqczJTW0jaLRy/RoFRQrVeEaRxYZoQzK1Ox05OpgyXZms71KHGdmZamC4ulu4uknn8V2K57+tf+ew61bRFNx9KlPLt5RdYysFV0Nv3n+FC9+9lmOaserXv8OHnz9t1NtQduK2mzp5houR+efOLzAP37qef7+Jz/OJ/e3uOXvk+4f6JoL+iESLwLDZkY+9VF2wwW6qdjqFdk4svJIA02zQlPhsQxdT6kKa9NSWc3pA1cZ0oRRYglulJIiBW1Vk4vCOE0uha4PrDZbspZslQOZkEoQ0p48ZoyLl6LQxSZjVEUSkMQSGmDmRHfwyLZic3WLNYtQWFiHdBWmbdlPB+oYEY1jnnpcUcSuYM0SIrBdnXKcD0xPvYBQmWFYIMUpJeqmYe4GsgZk5lAuaFxFmBe/bV1VFBlQqyVSae4m4jARKsmJr3n9d34Pm7e+i3vPvMCn/sVz/PoL9/ng3/lxPnb/txju3GeljogmglZUtsYmELLgnFuM+FVFF0aQknGcF1cBnnq9BA5Ovuef/PLfps/Tl7g1/cHrS9JxCSG+AfjRUsq3CSFeBvwMcMIChP3eUsoshKiAn2ZhMd4H/uIlg/FfuaSSZbOqSSVjjGGaA6umhSw4O+xoq5a2jKSHnsDde467/X5JM4iJbCRrzGKsdgWfJCZFpjljrWS7uQEcMR2ewtSn3Hjlt3Ln9kfZv/ibBCmRQiBToYilaaulIRV/eYpkKnEFuYauv49IS7xM5zuutC03rzzMB77vP+WD/+Tv8Uu//Su4EHB1RYyZaZogeZp2y5QjEoGWEOZlypQEOKXRGYoR9AMYHdnWLQ+ttqxKhVUbXr5Zc3L6GK67x0uf+xxPrhU+BK4riXrZ6/nI73wc6+De/Tv4aSakyNFmS4oThbRkku168maD1hLvNXPe42x92Z8IWG1QSi2Z6k4TwoSuGvI0oEJFNBmn5BJQlyOr9oicPZWSrI8f5Gve/B7Onn+aTz/56wyyEIaIlEAWWKuZfOCJ06s8e/cleiFZac2j7/kL3H3qo/T3XiD6CaKm0oUuzhAlstI0lSVPE2PISBFZbbdMIwtdXCZizNSmpa5bxt2OSWSaek2KHahCiRJKINQ1IhTqGKllzWwDbVWz2x0WKcjKIbIg5oxnZmvW9HlmvuhZrbdII0k+0dSO8/MzmtUS1yO1xTYtw8VLSLVFiwv86gb24i5eah5+1Vdz67OfIYbD0sQ3Sxdl2xwxjwcyGmUzaVoOiTxnNusGaSIpD4TZcegm1muNc479oScV8QWKdV23jP1Ayanbr8MAACAASURBVDPr6pghBRAHUtKX8hZLf+iQTpFzRmWNagQ6VvSl58HVhsfcqzhaaT4/3WI8zAx5Tx8KmcJcEq5I6sduEJ5+AWlb7vyZH6D5+Z9ClnHJtGs2qBDoU0HNntI6nJKMQ4eRDfu857i9ysW9O+Rc/oQFCUpV6u0aoxR+mlm3K+YwUXImKrGM6OdMcAFTamylmIZ5IQtbB4AMAVEiyrb4GOj7juPjI7yPTMys7Bo3z5Amem3oi2RVIgXDHCZsXWFNRYmFw3iO0TWagiCjzJrZH5Z0hFII0oEZeXT1Wr71R/4bfuZv/mV89/RSSssVq7VhmibyPCJdi3KWsR+QZPy0ELuzdEgiJU7cuPkOnn3mV1lVV2lXxxzFxLdsbnDj+AGOblS84tGvYYwvcfdwm8OTL/HpF+/zO43nFoG+m7k73kGKSC4ehcA0Jxx2F1TNomaurUPIjM+Ffiq0Aqa4VBlHmw2H/X20qihIjq4c0YmGfP9ZWn2Fs/F54gSmWd5nI5eHoK4dUz9gzGaZGsZE0zQcugktI1FCngMYhZGKEgNuu8KPiTDtaI+PGXYTajbE2iOFxRkBWVCUZOoOtOsVY/CU4GmqNWOaKTmj3ZJ9XrmlCS+MpYQJZw05R6LPxLLknmmTMF6RKkmShjl1KJ+5sT2hGweKMcRxXiouAUUKhhDY6AohxCIh0Xxhslw5Q0qaEJbgydXmlHk8J7oZs34H+f5volXDgZ4TVTGXnjQbrFRoLemGnta1jH7xmObYU8ya1hWiEcT9BVkoTq68mt2Ln8fXGuU7VLUmJI8qcZEK5UwICWMMMUZmNSGSpC1rJpZJopaCYRpRSi2/O2EoIhNFwURBu7IEJMJ7EAapaobSEfplCqitQYTF0xmc4uSxN9JeGO7e+jj1kaUbB7JUiDQjWWE2gXBuECZjRCbFGdOewjzRDYc/eZQfIRdx5TyPKCPpxt1iYh08Omsmn8laY2lIKTD0PVIv/rkwDogQCDmRjGKKieATJ8cbwpyRFKxZJoQHV7MTi+F2lTxjqvD01KuFCRji8mA0oqK1K2JSSKsYw4GqPUZXa9zqFK0l2jec717gF/76v8fsn2MuBRctg+y5v++ZxkgnBWEMnJ+ff6GZ+XsPg6stSYCqKzZHV2ibNa4aEXSUVcWUBe944uW87d3v4eib3sxDf/qb+eo3vJHXv/EVyHXiLEXWJtHnZ3BtQ64anDxi1FumYRn1TyESU6HUK/x+YjwfcGlklJkr7RoVEhf7PdvtlnmeETnR3bvHVi3Jpff9PURxtEdrjDE4qQmHCSKUIChOM4WePJYFvWUMJXV4vSYHT3v6CCInQl6wcYf7++W6EhVzN5MIbB8QGLOkDoQcGMeZ2O3JSrDfd4h+0WIlASbDLDIVNUZoCJeTvKLIURGGxHTZzK5dxaZd4WNkljNG1DQlspok104e5KLrCTFDylhbMQd/SVGCdV0zzws6zlhBjJG+HwHo+p4sPTk72npFDOdU9gpltIh7n1qsOnPPaanYB48KFSV4vMpLIKN0y+1ACKTKNO0RlkDXBVxc89h7f2i5daQd1UYRxg7UEgSghEQIRcyBbjhQVRrvBxI9ahQ0WdLFHaZSxDByYKK2GqccShmKjAQhyCETtWY3LaLrXhmYAmdlh0xxueIqTRECWVmCzlwvDnHrFtPF59FtofdL6seJXtPqFRubsGGNU3uUAVsZjN4Q454g0hfSJL5c6yti48oU0jgv41YlycLRNKvlpCsT67oixh1QIfOAtZacI1IUnNUoKUlawmXw3WbdUnLg9Mo1Ns2a1rWoTaZ6/GsRtcZsT0itXPxjuiX5ACkuKQOzJ8tCYeZovWLrKp54/DVU0kDqSOGMpBRtbcgm8/nuRcZikWOiXDvmJBqUjJhacdU40Jmjo6MvZL1LKVFFksaeME5YUfP8Zz9EZiDlm6hqw6pyPLB6GHvzmPaJJzh5zatYveYq1df8KeaHHuJV734/R7rQh57XXX+Uqmj0nJhUoswDoizm45IFWle0fU/6ur/E5uRhopLokDkkT64MTVVxftFhVw2zLaSN5fnnXkRljcwCVELGTBgmQsqItiKqzOSXSZoMEtlOqKZwfuhpVY3yO4SpmO89T86SeRjZzRNSW5oAa11DVggcwbcorankZeCjMWA1Viyhf4Nc8svEPHJInq1uuLjYE9NIVpEhTsxxRlU10tTIusVWNSV7Uowcra+Qi2PKewavUOtCfxjwLB667DPT5LF1RT/ONPUGOU+o2hDizDB0lASVXa5eq9WGEKGIAVSkZMuYdig8KQtOhCPYxJhmthgOYUlnqLLAGcNsxCU4NTGFkd284Ow4WfFIsXzgfT9C4zbMh8S9Q2JbQbGWFEY0hRhA6ort8VX6OVM3Rwh1xMOvfTujAKkiJRYQhlWqEKrhIowMk8dqQxoD2knS1FNCZoqJogLZj4j9jLPXl8OhqhZv5uSpq8LotpT+Drv4HCIIsoBoE33Z8/jrvpH6+HGy6YjuxlJEREthhqIX0e2Xec/4iti4QBKwbFRL5z1HYU8eDOf/xf8FCrQq1KsN61YjRYXYL6efqTZg7GLulJb5MDL1F+wu7uOHgDQnXMx7wnBg7DXpqQ+TvYBuIHcaUocg49oNbbteRJeqoJuKP/3tP8zr3/E+Xv727+ex628lxI40BobZIYeBw3BYxKl+wPXnzBtHunubnQFrGuIcoW0hF/IUUZe0k4jAtRWejK0a+rFjmjwrd8L/y92bxti65fV5zxrfce9dVeece86999yh7+3ZDYEeDIjGQATBxkoiWXasOLEUHNPYcaKMlpFtRYkUJSQfIiWWbTAJiSJDwErkJCAhuQXGhqY7NE03NGm66elyzx3OWLWHd1xjPqyCIH8gRGljxP5yjrZKpVLV3muv9V+/3/ME/ZAwjZyFHerZHra3EDdrnn37De6+7T24pzZ0z7+EnyO1eie6eg+H/ls5v/kyabshKlGu3VNmWSaWHLDCMMrIC48vSeE1bqgzJIowLTRGE8KCMgadEmLxiP2CFRBS4VoZu2FaJ7Suaaq6LMq6KQhtpdA15GTJS8bkxCAyykj8OBIkICVN0yGMZl1XJuGZWKhVpLaacXzAyBYfFgwJo3v8GkAqkki0nWGRxTtpsyAQqSqDNQ1hDjRGo0QmJ4eLI3EaAPCiK6q346lkqaqKSjmmFXSVUdEjFaxxxedEZwxZSII7MvmMcIEoDW1Vsz3rSrLcO9xS3J1G14zDUvAtbqXb3gQmHJmNaZDRk1TkrJFsL86JKTFMC6wrkoSoGmzV09hcZoZPHvOFcMXf/GvfyDQGsjpRVRFRX2BjKjtXkZFSksLCsg5suoISP+8vOOzvo/JCV90mhRKQTQacX9iZYtuZ1wXTNaQ5IXNpBtTaoNfM3DXUTcfp+AhLiSFJq3EqIXzFNLyJsxYpK6IM1CikS2yajtP9L1OFA2+58+3szrY0usbFFSF1EaZYT/5nkZz/p/9I5GZg7iaerV/mQWzR6gm3/+q3g1CchuVaub5AliwbS06JzbtfxJNomy1EsEqjjUbIkqN6441fxs0Lzi2I6MhNxlKMz11bI/x1xcVYXCo3JY1WNBqeuXPB1/+Zf5H9F/5PPvn5Dxfjc7dDuYUsJFpJtCo9QlXvqPyKqnfc2LREXyCGs/MgFS6s1zMJT20t3g3UtiOyYLotetMT6NicvQ1hXyC5GjW2DFcT7s2Z45QZkKQ0I8OEOf46vXhAWL7MTXXJV3/V1/LSnZfZALhSbDVVopKWGAfSJHj4xkeozt/Kk/USqRV1W+G9p63LMTBnQV23gERXdeFvkcEFrLIsYWVclyLPFbEIH7IBYfCLBxEwtuzwpLQYU2GUpRKK5AKN0GyaFoXAasEcFsLVyti3VE/uM+ZIcIqTmkhKkOVvvklhHadSZbEW7xwhRWa30mx7TFXU87U2RUu264m1JKcV+e4/hvz3/lfOt+ekkyL5RG2Lseg3RSVt21JvGq72R6SEtmppug7bWLz3BO9ZZ0ddKQQF3th1TfndtT3eR+qq4rQ/0bYtM5HjaaXqbpKUxSTFtJZLEKEkdVu8Ces8sc6OZXCMOJq2ZlxG1nxi8SNxBpJg9RNZgNIWKxUBx7pMaAGn6US1qXgyvIqfHpfjmPDkHKmlZh0WqmZDSBFrLZuuJy6BoAVmu8FuOpawsi6Z2tT4MJPEfG3qGQmhSFKUNXRdR44JozSCik1/i7PNbdYJ7t3/LA9PA9PpNVL9MtNpojGW4GeWecDOliy+srP0302O6/fgIWliQ6LBP/s05/51LvOB2hjUsKCkgLRhjYkpTzRjx7ipefCpz+Ocp6kFbvWkLKjqDqNbTvMjGrOBKnKaRvrG4iaHEIp1HakwSAw+zITDY+TqWKWg3vYk1eFe/Qzv+LN/irf0hjf2CbOBw/0R3QdkMqUwqzVCBd5+lnnhuW/iOD3g0w8PKOvQKXM6nqiE+q16R0plCz6HxOG0R1WCNUzYKTDIzE1GTIKHm9u8/lDxtffPCfcOfPnnPsFNLGcPXsO9+grDkwOPpcfJxH4d+Ze+/uvo77zITz58wmn+DFIK0mGLbla88mBqTv6S3bSyaS9Y01LY896zXpuSAZIUaAXRe7rNhulwCcIgrMKaYlIKPhGvHZA5JpK45rVnWXasMbAsHqRAG1FCiLUl5Uzd1Lg5gDGYGDhVgufVTU5vaajdwPz4TarLA6tRxHmlsg1udlycnXM4HKgqQ6U0cxgLyM4vrK5c5oynga7rSIuj04pjkqyf/UmGn/8huv4MxPVxUgWG0aGEZBknNl2H0hFra1RvePToCmUsbVeG6Y1ukabmcLgq9ScFp9OIEALvV6rK0lzsiJcDezexTRa10XzTUxUpGn7mwevAptTNtMT7FSUNTWWIsdx85hCYpcQ0jjQXjDcikTMFH5MSu37HcDygakVTbVlXT0rgwkqbWtQaidUNXB4K7VeUxSisS3EiBBinBVt3VDpzOA5olelqi8Mxj1cY05QPhXlEClN8p3VDuv7bamtY5hNKwTAF3OKwQtFuOk4nz4PhC7jjp6kawTAcaeueJQVOukesw1d0xfh9snAlDnNm10cevPlL5Jdf5uarn2exino2rAIyI3FK3Gyew4WRPkcW6WjCQs4NUkYEHpcc6xzJWpLygl8k/bZjDZ4KgzeWpkkwB7Rq8MuK8BHON8yjw6aKZfacPvmQp17e8sHv+c/5yF//Zo6PPdVZTRwDutGEJMk+8MGv/kN8z1/4Xuxzt/n8WOH/lx/j4z/5PyJ9pLYVzIExz1RaIaViGhfqukWbgeg0XStYk6FLZZi+GEEXBkLYM3zpV3hzK7lQz/Nws2UUA+29PfFy4phW0jTw5vIKP/aDP0D7tpeBUnxFSuqnN4y3vpru1z/GlZqhb8n7RDQDISiCzL+18JiughCJPqBjYg2JeV2KlDYLjNCoFPGLI7iAPTvjNA7cOjvjFFbEtECuiCFgLMWkU9X4ZUZJiYwZUmI5Dhgryc5T1ztivMKrp7k9H3hlfgTaYi/K0aVra8bjQlW1JSPVVPgckUbRqzNW7yArrFJkLcitZfYrvTA8CCtaBNTkqdKGmAewLascUXND3bZkH9j2bena+ZFlDcxi4WJ3weAcpzATtcXHlTiORXcnEll6Kt2UGasE5xam10rzwR4d+daO20rxL7z7bXzsjYfE3xiIdsVoTYgJhWBdIwlPbSuUlezDQrOC1TtWNVHrCicClTSEMdBs2yJPyRkhYHKe2lSEpdy8f/273k7z3nfzMz/6o4zB0lSGJaxUNhOmmRgzmBplLZuLG7zxxS9Sb7oSWxgP2P4mSSyMcSbJRCtUoXVIXcYhKKZlBhJ1VwgSte155uYFtbWswxV1PrK4iKoukGJEtZJ5HNGdpXEPWL7CU67fFwtXzpn0je8nf+QTdO1K//prTGukqSWzyCiriSdINYimZR5nKqCZZka9w1zLJmzVczqOSBOpqXExkFUmrZFKapyCNI8lOd+0DPMRIw2VqZmmgd5bUuvYCMGn5D2OP/RLfOq//B7EsqG1J8bDQFftwC04JXhu8xR/9kN/mRvvuct6GlBfep0vfPhHWcZyba2VINYZ4wRkS99vEAQkFTcaxb1oWZ+8RmprRLYYIajVli0KZ+GnHg0897Of5vlXXkFcvETef5oHb3r2AbZS8npM5HziV1/9Bc6vvkAg0qqO4+WI3EjE/gGj89y9+QKHwxVTHtGpRmZPTmCrDh9mlCu3SKEWxGWlay1LWCBKGp3IIhMRSGPZNQ3HcaLSmtnNiBhJWrLmiQpDPGViU3FyDmEkG4rGXtcty2ngot5wOO25unpEvem4evgJXNNzZ/cMh/GIE5oYn7DOjinPVDLQypZMxMQOhWN/OtI0XSGWDiuVBW1qtLI4VkzM9M2G6AOhjrhVsTOZwVe4daVtekTMzOOElxKfPOdPneO8Z1hHRBTorNl0DR5N1IG0LMjO4kW5AcdrfM6YrkYNMy4tVOfniBQRT93l+z/+OV4fBny3YL1EZ0mMiaA0phKkGFl9oO17Gu8QWhDESlgjiz/R1DVJBZIMxFmSZKLrt0QhCXEhqkjTF2GtwWA+cx/0DpYBWVmMssToQTf41aGrzBIX0pLo6oow7VmVQVcVeR24++wd7r3xJh2WMazoypadlxaA4my7IYRAdAndVBwODwlu4mve+S183bf9h/zcP/4xPnP/F+jMzLCPhOCxlUYg8MJSYrdfucfvixyXUTrXd24T14UmKqIfUU1FZTXHJ1fIrkZ6iVcTL978Osb2Lqcv/wPcH/13qT7+I6TDI6bgMFqifSBIWc7jlWZaZypZwq3KFjGEQbOuM0KByxEhIMyJ6qzBXEWqpgYC3fNfz3j/Y5yWgDASbxK9s+xV4MaoUTvBd33nd/OHP/QXuP/TP88P/PB/yue++AYVgaNRnFUt2c2MbqJuynGhqQ3f8OIH+ef+xt/mH/6bf5z/67hnvrrPpt2CX7nR3OI9z7yNV1/7VRaz48V6x5kM1BfvZH38BV4LI28e99TblsfTkcEVTliKDts0TINnu20ZTieUrYgCZMrMU+HTG1vGmlo1ZGEIcaCzPafTCa8zOkYkhiAiWtWksLDZ7PDeM88jkDCmuQ6zFnKGEpaEJ4kEQlHHBDXkReOVIDiH1IXBH6OnVg1Jw3ocMG1HJQXve8u3cvedH+CXf/7HeWP5EqfTiaqpS1YpC3bdbX783+j5kz/6Og9PjoBgmU9UVEirOQ1Huv7sWk4q8fNaPrQsxDGCFjSqMPUntyIioEsR2mrJ8Xgss6tUogo5CUxVl3/JTK68Xiqh8Fkjcdd4HFPmmfOK0B4ltuyqjqvjq3Tbm+yvJrKN16LUXHAwybMsE1XVsMaEzoLGWHIuuJz0ge+Gn/2bsNX0a1UEIJXmcCpMN4LH1j3LNGA0zCpzLnueyAXjBcoVmu8yzXRNT7aCGAQkR1OfcXRHzFSO81lGtKlojGY/jFhrWZYFrVqMFaxhJHlJzpHdbkeMmcnPpZQvBcu0UjU1WlYIIWhQPFyuaNqevK6MbkJnhXPhK5rj+n2xcAklc9UaGrNhnfdUVcvqSq5GW8MwDGz7cxa/R/kabRuylYRxZXALRnqa3TnBrYh1xpG4cX6Txa1MiyM4R922BLdQdS0xW1KY0UowDzPUHbIRtEeYtSO7RNsqfK4QfkBfkwiWOZFSYLutCC7StJLVWS5sTTIj01pyL/NxgqbGjTO1VrgcUUni3II0cKe9xeaZl8iP38DXE/vDglGGzmhMrGiU5OGyQrehNRFrKlJ+geP0SZ7iBvs8sH/8hG3Xg9W8vn+MlgKXIzoXl2FnKpQoQ1ZVB5p6yzo7hBCEFMlSkJPCVhkhNNEV63eMHi1LUJFcEMhSW3ZdYUUtccbNZcEKISClxNY9bhlo25rFB+Lkeftb3sPmHe/hE//w76ETKGmQWhCSx5qeJUzUprQfKmF4+cYF//4/+DV++r//cf73v/0hVh2QPrKOK3W3I4Ujz+9u8eZwyRIUz969y/3797Cm5er0hEobus05MTvWZSE5CnK6NchVk1SRVoi5fPJLWdjyjTKclrUw1nUJmSaRMLoA+JCCs74jK8nlw0dUVbkESCmQfNGHYS0gWfyCwGCsYHKRXbvldHjItt/inUMqw7wuVEYXlLEQDNNIWzfXiJuqNBPOnsYNA5W/YsqWFBw3L25wmidi8lhVhCpKFTUcSSC1Ic4rUWUSEtsojG6YxgO26gh+JSRPowwpeSRbhvqKZuhRlcDNE6qzSFRpkmSFcwtVY8tiGyMhZYJPhUVvi1E8+BGlW3QjOBwn+vYWkgGXMmlZ0FahhOY0TMQQ/mAtXFqbfH5jh/SGJexxMXLWbjmtM14LWuVZBknXn+OGR9i24YmMbEcPypNoicLSVjXLfEJgkSojZWJaxiKKbRuMgKMbsYtAdmU4XV1/UhhvWM1Cipq60ezXiZumZr/C03eeQscz9vc/x/nbPsiDVz5CMIk2CsiBKGBZA1XXE/RalO/zRLaaJBRV17N/eElda2yjmYbIbmORekMfJ867io1tUSJyHD0PUkDYiuAXhgQbnTGbdzN9+Zc5dIE2WtCyDKhzLt01n4g50NUa78vsKoSEkgbU9Q5BSpZpRZsKYQLeB4SSZKHQWRFXR1UZpFaMp4EX7r5ISAv3Lx+Tl4ytq2IoSo66rnGuUI2k0SgEp2mk7jdM65Hz3DBJ6GJgyB6iRBhLd7blyf3HnPUNI6E4+qRB6cwHzv4o+1s1n//ch/HDY6zVnKzkQhvSSeCNL9DJ6GiVYbPreO3xE9q2QQTFvDhE7Wmo8EGy6VqW8YAwG+rOkE4jxxxpbcWyTGAUFhjWIk9RWhRjedUWK9C16FcoRYzlps5sWg7Dgc32JvvLK/rasKwTxhjOz5/l/uPfQAtJ0ok8JirbMIuVKsCSEvW2p4rFnKSUwiVPEtCbitNhuE7CazabldO80Pd3CMmTlsASVmT2KF3TNoYYI/MSCnIpZI5xLgV/l9GNoqp7pvmAkRtEXlkAKw16cegqcPyGfxX90R+lURtUJZjdjF98EWOITF23zIujay3DMKCMRQqLVI41OIJX7M4a1iVSqxaRVnyeWBaQtS0RGyJaNRzGE9H/AVu4pBS5qrcondDGk0NhcucciWElZIXW1564FEvGpGlQLjNMV3TNGXNcCzs8rcQl0HelFtGrmjl6RBQ4AlqCdo59q+lWyWoEG+PB71DWsz8NRZyqLWG6wpodVa/wQzGvTGtCbY649/5F9Cf+Hk8x8vgQ2ZztOB4HQlhomg0xevp2Q1oz0zrQti1DmGmkpml7TqcDfWUxGf75uzv+i//kX+Hqi1f8x//1z/KJfCTWDbs68XjvWN0JuX0BxvsMbk8jSv6rMRvCekI3/XXcYiXlgBIaWzXM64KW5U3XbHqG8Uhb1QgTSHNHbiCtK0bIsoNIBWuc8LS25+W3vpPPfPbXSHFGqorVjVSmJkiJDI662fBkvET7Ur8RKRM7TR4zq8zoXFA+WWlW55CyuC3Ns1+LXR6xXr1ervqNZs4LddKkrEi5DISzTgifiQk2u55pXUjeoZQBElpobNfjl4FpXqmqprxGxpnZlF3eFFYsCltp1nEArYgJzjdnrOuM1vI6Ja/RbY0f59J59JLRzdiLDisM07SgK8vqRs6U5WoJ7NqC/HYh0ZkK5xyrd2QlqVPGbHryEllZyxz3On2kjSQHT04VuvEEp4gu0rSG0yHQbw0hJXKMpFCiDKcw08aSnu+7G4zRgZ8ZpOKsLh80aMOzd1/EOc/h8gHHw4Fbt855sp/oeo3OmmMY6fsewZazl97H41/6cYIojHtrLTkXC1Ykl3ZEXMmiomlNWeyRWGvRyhL8WipWKWNMATxmDXde/ADHNz4F48rczth4znjck+IfMJO1kJKUy/xEq801LbEo34Usc4gQFmL0eJ9xQaKxeGaaeseocxF+rh6bNb0xqGwIsUhXV19Inl23KQVoa7gVzxDVyg1zG5EsM5FhGBCh9NV8WBESgnCsV0eWrIg+UGtPHDrEz/0wm9PM/VmitGW/39M2PZW1JJFwAaqqIYoVnyOnecQiWWxmmgaMbQkxUjWSP7StePob/xTvfpvite2b9Dbx/hsNf/X7/wfedfsWtdbEeSA4Tys3ZUFuN4VUYCtcmAnLjBQC23YIKcuR5Jr7TY6IfN1rExHhNKtakPsnRDfiCfjo8DGwuP+np/blVz9LiFMZSHcNGMBkpsUhteBwvKIzCls3zCIRTMZaw25b8dydG1RnNVlXzKmo7dEKnxP2wUdJ+cTJDZAyKBChgOnatgdpkSni1wWPISA4XO3xy0y9aVl9JmQY3MKTq0vmxSGNLv3QEJllwodArzUdksbUxMlTb7a0uui1RAZigghCG4LNLPPItu3oTYU539Dudsg54qZy5K8zqDUjXUV11iLjvty+kZjXqRTWrSV1moDBac+oQum72p7kInWOxFWw+FDIpFdl15tEYllHNp0lhUiOEb8WRPKaPRssz955C1/7zAVPbUYsM1YmzqxmOC1lMcqeBw9eZXj4aiGwXtyiuvkSb33pXcQgWZfMRrVIfwPrLnn8y3+fKGr8uiBkwXXP3rGuM8Si5ItE6kYTgis7/OjJPjJOJ7KmiDzIVELQWoNVkrbvSMORyUVy7BEi/zNlzv9Te+Sc0aolZ8E0F2xy8Gsph2qDMddQPqWI0dPWknm45Jln79I0DfI0sI7HUk+piyjBE1AS8rQi/cww7plPe5QVsHqO4YCYA5fv/hrmJSJSxliJqSQ6Z6T3GFHcclkX/XyImRQlwkdacSRUkKfyYo2x0CDbpicsiVaCdyewApEiMhczTX0sL9SYPEIrQoaPXkb+4p/4E/y5v/6TxPWCJ/NIvNJMX7xHKwTCGCRF5ZUSYBQhRVY8iywD4rbf1scmJwAAIABJREFU0tRdKTRnQV3bYvIOnn6zYRpGZIZ18biYMMvC6fn3I2VfhA1SU9fFpuRXuBr2nIZEDKIIQscBnQR5jTz/7F1m50lIjK4RtUbHzEZu+Et//j/i3/rBv8vzL7wLdIVvi7h2Ph2RKVLJzKWrOe2vaGQNcUFmSTYK2Rjm/R5iYl49bdPRNzVd11E1LTEr3BLQSWKyoK4NhoA1GzISWQkcE1ZXRWYRAy4GYnZIq0lC43LZ8T45XiJry+A9yQdE2iCi4Wq6JEXJvJ+JLtNuzwuUEEryvGk59Zp3PPVWnv+X/xpumtGVhabl1t0XkdUGM52QGeIosTKTsrh+PQtWF7A20uiaab7E7CJ5mTjbXKClhjzjYwl+tn1HIrOrW44p4HKgDYZ3qju89+wm9QsvsvEZYSKH4xXRlw7p1RywzQaxzjz80q9y7zc+hySgW4FMM9/x9vfxl7/rv2Nz/iKmNuzOL8pxXZX3Wd/3JZsnNEIVi1DOghBS0f7ZRBQJ1sS3vPeDPPvUHY5+YXUBppUvfurDhGBRbUcdC8niK82c/31xVFRK5a63LMvK2fYOPoxUSnKaF5K25HUmpusOIo7gBWTPU8+8gzANvLl/gK4rWBaUUsgEsck4H5Bzpj3rOU4rG2WZl4WuN4xxpjI3iOMbJK2p44YhDehqhzaJdVqL6mxTI2KiEpnRjeQYUZ0kj7CYSKdbsuO3Fi2So9p0vOvt38BzqqIfH/PRx6/w6uUTamkZpgVZF/Kn8J6zeoMOLXN1oosKP3pU33AYDsxioT67wTKMKLvhcLpPnRvInhQytlOMSxluO+8xWiII5biVAnVdk6JH6Iq4lhS/0pomJ07W4QfNC08/xaOrK5xfsNoQQkKqQMgVqpqRvgft8AGkSigsCkPEU9Ub5ukEwwG2lm2z5X3PvJt3f+u38X/8zz/Im/nEcv9E6hWNrRhPA33fY2QkjRVLH3jure/j9c98GrEMzDKUmZxLaFN2q7gy71ti5Kw/Y9qfQE5UVcWcoRF1uWSJnkipupggMF2FTkWU64eIrjRuPKJ3DTYafHSsKSBtRSMlp/lA33QsUlKtgeQT24tzTuMRHLi8Im2FVAabDH/4Pe/gE7/666ziiJvLohmCwyiJmjPy5pavevuf5wuv/n2W4yPmcaCqKnyW+MXTWYVsdrQ3n2P/6qd48a3fwP0HX+a4fwNtbWkNpHK4XOeJ3eYCkT1u8biqow2XpG5HpQKLl6zX319Jw5oC2ZcbdHQgj5F61xa4pR8JwnMWKtzZ20nTPSYyfp6o6xajK9q+58H9e+jGMC0ju3rDupab0Zw9y+LQbU12MxujOS0Zgqfd3mDOC5VQ1Oe3Od3/LMg7COMYDld/8I6KUkpWCVJYQjgRlpVpdYjKYERZqdutZU0OFyUuryRjeO3er3G1f0hnDGJdUdIj6pqsBOvJo6Om2/SEZUXNK6tfUDJx3J+oVctyfEz2mhQq9vOe7BIsA+vVijIO2WXwI3GdWH1ABY2oGuIgEMbS00LWkMo1d4oRbVuWIaKf+3Zu2ju895u+i/d923/AzfYlVgakheRmVIKubpiXgSfxIafTxBePTzhIx+gLcFBVDfPlgbg4xsOBTXOOErFYhDc107jSKoXR0CrD07dfoO56LkJNf+sCQyKNgmVZMLYgiX2Y2a8TeTXcffFZ3njwOll5sgwk4VAmIWVDECvxJFDbFr+UcKqUktW7EntAMo6P0C98Lbrfkp3FT4GP3PtVfvhHvp97V0/QSWN7iwjlyr+vNizDSBYbYi1Jx5GHrz3g7HxLVpK2M6zJImyD1zPRecS2JzQzz6hzYjyR7Eq92SFFBSlwTIHVlzeLVRrtInSGNHlO41Swx3VG+RPV7afIq7smdMBzd56nWVZII7ee+XqIPdoPZFvjgHGcC7lWa0S75aw5Y/aBplrZvfwnoW1p9EXRhDlomo4kBapR6PYWv/CLf4urwz3m4YS2Bo0gykSlBWMOTMsT9vd+mWwU9z7/S8zrZQktG8WyONp5LPTUtmZZB6KAIBNnnWalhhB5+GRgmR0pFQZczMX2vs4HrC6B13d84H14X4OPzD6SqXiUYY1vMGeHn07oxuDyTNeeUdlnkXWgFi2N7TnOI1nBEgp6OqVEowxK16y2RRlJc3aTZXhIfse3kCpJTAfuPv81nN+QjNMVUv1BFMJKmc8vNsQkWdNCZ1tOp1OpcKQEi0dqQZYKgcJHR76+uu5sTZkiRHorGVZNDAvpWgsljCauCxJFs+k47a+omwYXCg9bAFEarsXCxJBZ1xVteu68/H6u7n28XJFLRXKeYCQmleHlrt5wORyxWlJ1LfurK/qqQbQdMhw5KMlZ1AhnabYNj69eQ2RF3bfopFhmB0qTsqPuWsTiOU4jUhvOd2echkuImmQSbdWzOHctuShInOA8Vmt8WkEb2lxx++yCb/mOP829j32ETzz6PA+HR3SyxlrLsMxFReY8OQWyrVGysMMqK4neX3/KC0QtiEsg1RVVkPgUyxs0GVRO0Cs6JxnMbdL8Gl2r8ItjdDOd3ZAWR1IRWUlU1sQUCCtstg1X80qFxOgGW8GdW1/Fa48/yTwlGj3hBlsG1T5S5cym2vFYXiGnFtMJpIR5nGi2LVhNeHIEJE5BRaEp+HkiEamVIaoOUwvc/gpvOyocPq2k3FBbyC4QksQIiEmia4mQsswGY4KUef6ZZ+F05N4iMGFmNg4ZM1ZsiCzEGIhJ4KPAiMT2bEdKcHj4gGQ0lbGFcLofqTcNcg3kZPiar/1WPvf5j3F5fEwSkV19UbqXreHq3X+Gp+//LOHyDbyBNHl0VbM/7VFCsOkKnlkaW167MZIo44F47apMznPnxXdxdf/XWFC0+ozVHUkJooCuqmGFsVl49uIF1lBxXBfE8RWcdIjUUjeW0+mEzJKqqkqPc1kJztM0Dac4sDU17dNfxcMHr1JfXkHd8NLTT/Ho8Rs8iRI3Hn/veVxCiFeEEJ8WQnxKCPGL189dCCE+fC2E/bAQ4vz6eSGE+G+vhbC/IoR47//r97+GtC3Xw02fItJokg9M04SoW6JSDG5kEQvCdmhTkXPEu5llGJF1T6yexqZjqXtYULVEVopms0XWNU5kpNGIyiCNRtcNHoGMjhgjwxoQzaZYrtXMK5/7KH4pvbSYQ8kgKVtu6WTF3s/srm+ylnnGSIW2hjguBBG5rW6yzo5crez9gbbt2W5a0grL7BAKVjdCEkTnCWQqa6ms5Dhe4pzGmxWlLXNyZddkK1woV+ApJbIQWNGwUQrEylffeJmX5Itcqoa4PGQjK7QUnE6Ha3BdZA4L0lhIZb5Sq0R0E+s8kWPRp7njjBaSPE5EMrUtwLleGs7bGr0oljiT/WcxNjMfV1xaqdOuECe6BmtaciwZOK0M2lQ479l1FVEk8upZgd+4+jStUmx2knRosNsdAwONhVHC0e/pg6JdR0SYGY4nNk3N9ORIuNxT9TXBSPTsoW1Y/ULftDRVEY60GjKatsps0gGVM91ScbNqyjxLS7RwzLGAAsXiiasDJLqu6DvFn37XH+eb3/odNDKAdfSqh6UiBVcYcEiykggFsbY8PF2yRI3Z3URrjScRpwXbNsQlscpId9bzpS/9FPM8IoxGIZljBDOzqI5nPvl3OV0NTMaSfUAYgXQlMNs0DafTiRwjp+FQArBS46/zVqZqEKrcAPpH95hVhQ4RZEIZi9aa7bZ0Hr3I1GgevX4PdfsdbPMlSW4RZsvFrbvMx4HzfktXNcR5ZRkn5nlme7YjhIDOZ5jYE/zANq6MWqBtxWde/yxXSSCS4yu9P/pd7biEEK8A7885P/5tz/1XwGXO+fuEEN8LnOec/8q1VOPfAb4T+Drgv8k5f93v9P2llHlz0TMsnq1WpCyIuWxHT2EluRWJYLM94zQ7rMw4pRHScLa9YNk/pjEwHo4cbcWm0pymmc62uGmmMprZedpdhx9KoJRUBKTzPJOkISWHlgkldCkQC0kKGdEaxOQIpsDwhsVjbYlmiLU07UUMNLZiWcviq7stdT4io6K+eZfL175Ibg1VklRNxTw5kjGABJ+RbiHnSPXUOWI/MYmIkoYKh2kuWOaRpKFCMs0rptKs84JQEqUU24tb6GbL4/tfwGgBpiPPA84rGl00bEFk8jUqWstM1C1BREx0THNAKEPbbXEhsa01V1dXKC3ou4p5CaASiYQSPWNYqaLDNJJ6uMW022Oj5rAGeuFwuaI53+IPl0V4GyVVU5OTIsSFptuR3MzJX9G7ine8+wO8vn+MO73Bc2+xvHbPM42eNWtMdsSmoubA/ru/j93f+M/wOWBrQ6IGteJXh0iK1Xv6umExCTmsBCExbYt0I219k3n3NLfufg0Mr3D16sdZDwrbBEa/ctFvyVHjlydMVYMOuaC2U6RrbvF8PPHd++f4xDN7/lH0LIvk4fqYeJ2LavozYnQo5VkOnlQFOrFjMlcIX5FEoZc4UXZkaQlILVhDixET2Jq8roS246ztCOuBl+7+aywaXnn1J8iX9xFnDX5ytFozrw5S6Zva2gC6nERkweQs01CS+M6RjOKW6niwHLi5uQ0yQfbsh5Ft3TNwRKcWr+BOteHR/JgmWZqceJgXuragqtdxQmuLlZrTWtBSXdOwyExP4DhltJzYqZ69ui5W55FanbOfLknxK4du/v8z4/rt4td/Ugj7P+Xy+BjFBvT07/hDSME6LJyZhhAzXbe5DudFLBKMxXQd87ggrMRpg8mGp5ot2+4lCJ4nhwHV7SAVHVRrKmoVMTtDePqcM9kwT57q4ga4QNSZaRlJKVGZjDYlvpCzIKXEtJTFRI4zojL4o2NOcKuv8CZg94Gxt6TsWGNgmgY8gX67oRUBFywhSw5XryG0YVftyLpiOM3lKOYWWGc0EfOOl3DnZ6Vbp1KRHcwTSRSD9W9WawY3kRLUdYvUiqaq6dsOHQ1L9SzGRziuNKol1xtqKZldZK41VVRlRyAEaE2XEh0Wayv6vr1OjR+IbuR4ekzW5ShH3ROIyAAhGQgDlfe0VU2YEq66xO8X5ukKIzLdxYbt2Ybl8gkoWdL8WuLmCecHiIF5OCFV4vbZU9BbYl64fPgKLsK9Vx2n00pOAkEiqYXt7gWaeIPdT/4EqpYIqxEU87LV5yAMOUcaU+P8hFoSCEFtNTInqqrmcHhAffgN7n/8x3j1V/4RSwzM4ZIci5rOLZHL9YCQBjlPGCVIIVIJAesl75sqPvRD/zrf+dLbWGNilgMKhUkLQQVC8LTbLU/dep7ts3fRL36QK3ekTs8gtcXohn63xaYyv5JVXbJq8QqkQqtY+FjBMR8uWV3g1Vf+N175zI/A6ZJoFPE40bVnOOeAQM4CpQUpunJa0RVWCpbhUKpPWlN3LWfdjsUo+rri6vIBp/nA6TRipeI0nxCrIOUFmyNXy4h3kWBgsA2tk8z7I25YUNmQKPGR2y+8hxtv/QDZC14+fz8v/7m/RRdmjOl4OM3YPJLxCNEgK4X4Co/Tf7c7ri8DVxQ/4g/knP+OEGKfcz77bV9zlXM+F0L8BPB9Oeefu37+p4C/knP+xX/ie34I+ND1/99nu4qd7ZjiCe0tspGEWKopRAq5QJqSM7IZqxokmc3db+bq0T8mLoFWt3h3IgRbSJBCgrRsn38//s2fZ5pqdD4ijEbWNUY0TOOKtJFlKpmirm05RUenyyzI+9LK77c3SeMV+fbTJNsyP3yFVmu6qeKwATlN2K7hOM3o6ElCglDoypInX34eJLWuiTrj5gWJwDmHaDtsjlTZ4nFEafC+sOn94knZEa2gq28QpydMa0IqqKqKcRy4s7vF4Aa8m1llx8YofIyoDMGAQSNTBq1YxwmJwHaCQ8pcJEWuDcMpoEREStBofBrp2y3DmhA5EhDovDItCm2vrTguoK3B9Fu01wh1SXf7j3B48xfxvpiVhFCEaaKqDDEnamOZ10ilAllJnDTo5FjmSNdV+NUypgObekvdbwjLilxGCB4na/oqEKQiY1iCJ1N2FV1dsSwB2+hymRCvrTu6IrKyrg6tyhiiMZboIiIn6AzLcaDrNojJoXpDSLnEFnSFTJFW32Rrjnz102/Dc8Enn/w68/oIqyvcsuCDZFod2kiqkJjVSvQNVCPWdPjJkbOgsuXDwOcSLs0+EkWmrmsOpxO9rWk2HcM0oZInJkfVb4hL6U8Wi3oq7QajST5dy2wrjO5Y1j0JixWBZfXUdcs0lzpTToKc3PVtJVhdMc8jWQYq2wBgrkO0IMnXpNZaG6IPzEuZOa8ugXDEdcXICirBTndIDI+fPIGdIq8SpQqSe55XTM6sfiWE33vm/DfmnN8L/DHgLwkh/sjv8LX/34WwUiCT5Yk/YJIl20wGpiUgk2XXbzCV5YRHNQ1t2mCtZpUCnvwMdQCbBcMyo61FGU+WERRUOvD4wU+zDxIjJqpWYE3LcBgYTgcCHpEzVlcIpZnjyo3dGdOyIERms+3IjSWGBXm2xZ8mePMRWnXMwbH2Ezdv3yUFRZgjlbR0m3Os0iglqIVCXr+Bcs5EX6CCQiiQCtPWWB/ZtDVRquvfTrlJDSEQKeFaGQ3zuMcnRVOZcoOmy5/vtFzho0LJlhu6gSzRFGdfJWvU6hjTShpGtJaE5BFRcu4NJw3zIVBJja0ESoO0kjVp9qcBJxb67gwtBUIqtruO8qMrpCi3qzWKJV7xvf/293JX3medR1JeS/0qpzIDXBwulpklJiOrhpwkcg0IZWnrc4ZhIZsTu3aLyhPL8RGdtHibC7pIrQxBM00l67SOQwk/1jXOuZKhWwM5lt+b1pqwBja09GYLaLpuR4oSv0yItqHN5/RNT3Sehch8WhBBI6Ni09RIkXnoX+HxNPPRV7/AJ558kml6RFefU9U7puxwJDCCum/AKFTWbBuBXXu47nNqaVDS4L3HrytSFs2XUqrw5FXpQE7TgBaaykYq/RzrfMKTUEajqpq6kogskVmSREApw0vv+Lb/m7s3jbV2Pev7fvf8DGutPb3DOe8ZfI5t8GwcQ7ETUcyUhAZMSxKgaUooqpqRIJQqappUIFQoVaSoikRoUNVUFEqjlCGNEpqihphCQgk2BmpsYxsf+0zvvIe1nvEe++HedloaJa3iDxbPl/2+0pa2lp71XM99Xdf///uD8KBbhEssOWP7lqwlqtEVpCkTUhuEFTjnuHnzFlIbtKlhMcpYYozM88iYV6TaUsYJ4ccq2+k2TIeJNE44vUG5G5h2Q2ss55d7Hk8z7e0dt+WuxgrmQpiXeprNnvw5HnL9fypcpZRXr38+AH4a+FLg/mdawOufD65//TOBsJ+5/u9hsf/CSyBwTeGMHYnI1VTjwCUZsuf88jFCCM52x3RF4bY3Wf1AvjpwN2a89xSpuPnsMxxSRBjL7ug20DHvB2TYsZWWUVnmuaF+gXusA21iDQZI0G+36Nax7Aearq2hnmugzxqfJvIqsH6i7GZu9IrGC+ZRMz64x9ZKYhqZy4CPCSUkMid6pSmi6pKMMSBSZdxnUYkJqlBiYZgOrFaQNeScawRVWDna9ni/oFJCJYdpqu2DXE9tWgiS6ZBFgcmsrUObDDJUZHH0hORJraTZtuRGsjnZsi8CsznCYVAWkk4sCILuyT7TN4rGWHbNLbLRWJHRTU9YruqGTBZELmhnebze5Za1xHe9BzdY0iow0tK5DWnJSFlngn3fk3JGeE8SmqwtyEROkpTPsaolegPmCibHu97wVp51G07b5xi7Q8WwCEkUmjV52qaBrJjnGVEk67RiRI1aaxrLPM+UUng87vF4jBHMl+dE5TG7M+QcmPJdoK74m6MtpmmZxUx7suFiWAk4TlNLUj13tedw7xyfI5f7+1xdPkLlCorsjWG4vGJY1so6w6MNpAJSaoxtWEPEhwQ5oTTEayCjEIVnnnmKcarBvEpFYmqY8qts9E1kEhwuDoQp0gldW8ws6okR+OjH30eYBlzqCYcRjUUWSQwrx0dbTOM+azka/cK6zhyGiX6zQ31GfhEDa4rYvsVmw7o8QqrAmi1RRRafEU2D61vGy8eclBk/nzOMgaIbSjmgo+WRf4yPK9oqpBZMfsJIgfzsS/lzc/0rC5cQohdCbD/zb+APAB/i/xn8+jsDYf/E9Xbx3cBVKeXuv+xv5JIpCSaVMHbLtrUwjWy7liKrYr1BkRCYoxOW9AgfBaJvEHO1qkBmf/flaoSVhsvzR3Qm0Wx7umVkCjM3+0Jz1rKfzkGLSiaQDVfzAcHC4aqmEk8BtLNYVUNCgyiIbAhxJLaGeZ+huQUcc3r7dbB9mkEt6NzRtC3zYX/t3zI0zzwDMTBOFyzBU2ItPDmtqJyIBVZWpOoQ80SKojLNpSKKjhj32K4nhQhmxhbHMAzVnR8tN09uI3yk7SQ+S/zwiMNhRnQ9RMkqFFlLdlkxhYyOivHiQJsEez8Q94drIiyYpSDDQO5gniLW9RwuX+Hy/j0OS2A+XJKixumWOEa2J8cwL6jFUZon+dG/8J/wEX+Xze6fzwp1qwipShPi6um3O+h6XIqoFDDCEZcRpVtCnthtOtJFw9VZ4t6+53HcsWzOkMd3KKlhZMHKOuNUpq0tkW3xuSDbRJS6ZmSOK03bo4WksY4wrpQcOelO0F5TwoIPhRB6lvVAkokyFmxJhBQQw8CxM+gw4FtL33Z0c8Abyzh7UlKEGFmXQBwLa5yRpiLBdWlYgkTbM6zKCC0orHXm1Fps41iXSBS6xp/dfoLhzV+KzfU0tPrIEha0MAxhjzYO7QT9VnGpJFILfJgQskG5BhFXpOsJauDo1tPIjST6wPbkmKMjixUGZzUp7jGxRShNiBPjcM50uUcmgSqRHJcKHNB1MeaaLTlOqAJJrZQwoYrAtg37kkFYlCi0TUZLzTTuadyWo5MT5nlFUotV1+4oOf3/Lk7/0rr0r5pxXQe//vT1fzXw46WU7xdCnAF/B3gWeBH4plLKuahGwx8EvhaYgG//nfOt33lJJcvRdsOSPRZNsz2G7BnHAz5FWrOlUZLzMHPc9pRhYgorRWmU0RhjSKUwjmNVi/uVbrMlpIRUoPrnUOMLtP0Ja4wcri6IZaVtO7LXVOBJoLUtcRrwImGlIcstuaz4OGOKQAiFcAbRK9LFwJwct7rIg7WhzQvRVO/Wka0hGcs8IpoOfEWpJAkqg4+B490R0zhi245YqsFZUA3RzrU0cUEenxAHwd4/Ztd0zHmmeEhRYKQAoVCdgFiQ0eOlZtM1hJKZDwO0Gj8OiNKSSkQUzdbV8FyEYSFw7BrmaSKIQsmK1oLzLdM2MWB5/Vd9I/M//YdcXp6TfG0TphzYdS37/SXdtqtaJwopVqb6NMyVOlEK07Jw8+QG8zwSwopxFr9m8rqguwbJtR3GGqy1zONC0/Z1C9cKhseP6c2Op597K596/HHkvBJCqUEcueCEIolA22yZlguU2JDjgC+ao75jWEcICdfsCHkl+Ymu3zKMVzUrMWVap7H9LZaL+zXdyPUEAnM8cEtJdmev45V7r5L0ipVbYpqx2rAGTyqFTjdEMbMWhVihdQ0FxRoukaKpgSIxfTZ0N5GwStd7nwpSrzDDGKFtHdmvNcgXyWaz4zBPOAV+9hRtWOPKydERaVgRMTPIlRsnNxjHumwyRnF151meffiA805ghoXpUCU0yzLh+pYYI6h6ui9BIITGWsWy7mlsyzAMSCkxrmJtlhTQQqOERqia0D6NFaGddfUOj+slbXuGX0caqWvXUjJhGhmnhZw/d8r5zwsBqtKq7HbVW2bQ+HVGCgtSARltDXnxRCswOYPSrDGgm6pVcTHX+dQ8I5TCKFHf+MCyTpTcszvdcLV7nv78V0izwIeZxrVIaYmxyhN0UZQ4YttjlmlPWD3tG95Kevm3a0JPqENVQcToE3IHaX6MsT3LmLAxkdsOSkIqw8nuhPv7e9iQKnBt21PiwrIGRAGpDcSMaBSkjDEOpRQ3dOSb/8x/zN3jp3nf934fV3ZmPgxkB1o3hMNK6xwzCbPTtLJFLx57dAOpBcsyoPzKvf0jOulIRFwRLD5AC9K7auwF/DLRaUtxjmlZabs6XF3WgZs3Trg/XrITm+uH3OOT4sk7t7n/ysvVXtM4jBSU6NDGMYVHGByZOnT2MVbbyvVcJ8ZIZztKKZROo2VhuZrJlOsHO7DrdoxyZTMmQpew7oSSF/bTxE5Loqh4nRRjZUdh8WFguzmhsDKOM8o4pAJZIJdAkQaRQJhIq0+Z5j0Z0Cg2sjCkFf38m7GHc8bLgZEVOxWefcs7eHDxGHF4kegdOiW4pjG0bQtSYKVlXC6w/RFhiPQ7x/Gt1/DSKx9CZUVOYLW8LiqVNrsulfOvjWMaRlYTOBUnrHEP1mKtZb8fkEKDzsQY2diGWDI6Vj+ucrb6V+cV2zbk8BnMkGR4x38A6pjN+/4LcrejsJB8xjmHnzy2swRZowG1l0gp8euMc4ZQJMYYcq5/VxLR2iKFJsQVJaq/eF1XTk9PefTgMZvdFi88PgvaTO1SUkbHQmo0fvLEEH53FS6pZNketYQsqDI8BULg84IonhQKnekZi6dDkEqlTmoj62akCKSq3izbOCKFsEZKqv4qVMc4XXLDwN5sUGFAFAlS4JPnzLaItmO4GMk6kBMIfUTkkq57M2X5bVYNokhclFyWK26IHVfPfgV3Hn2Qx8MrrKF+YWyx+LgiTINAQxNQviCDJMlMLnW7BZI5BbRP2E1DWOup7MbpTf7kT/4Dug9+kL/1Pd/DK/kuY+rZSkssHhklU7qitz13br+eZRx5ND3ibW/4Ym6/+V00N5/g1U9+mMev/CaPX/gY89WINxqvBE/eeorHd1+mU4o5jOSYanhIqUnUR5tTYpoQOhGXSC4bUoAnnn+aqwcvU8pITpCVg1wNt8EnlIooISiYKsC85nylVMNgS4k41zDPFZs8rxOddQQixU/kbLFqtkFZAAAgAElEQVRtQ0pVv5aUoVkfks0ROShKnFjSQt+3zL7e+9Y6fIogBVIEjNqx+HNiUGRVEPNEbDR9dkQyptNMlwGztagYSbGeXlphuVwTpht4qv9Kgv4kw7onZ0eO90j5Fn0ZkVHzuMx0qtIqTBFoqZjXha7dEfOBeUnYZNAm8/wb3smnX/41liGQZH2Zeu85Pj5mWiI5XqOMpUbIRIsCr5jcUoNuqRtZKTTLfKjjgtUjrCTFgkKhKKQwI3VDEKUWt64j55683uWsbbnrMzunKUUSkyCWPbm0GCXqi7mromAf/HUXECkl0Pc9MQRijLjOMQ0VzdN0juwzSRQytfBBxgpYJ2jagnANytd7H0QlDs/zTPzdBhJUWpZt3yDUBr+OrD5zerZhmWZSDampb9hUKnEyZWaRuSUaHtuEHD1IxWa3Y51nyIUpTfR2Q8grm3bD/OAKcaSJXlGcRObAsdswRonbbbj1lV/Pq3/vvyMHgXKGKVX6ZfSB9prC2rsGv6wUQaWEEhDSEkNmt+25mkd27ZbBX6LWBtsLwppZ15H2aIsQiuHyik23rSp8J1hnSYoLdrMhrAvveNPv4YLIyx/+FeiP8JfVg4nICKlBG2wWFKN4/pmv4d69X8TayHPP/X5+z5e8kX/jW76Bw8df4qd/8n/m1Rc+wCde/jBlrWttoQUqL4RQg3NTEoRcV/YxV8SLtZbhcEXb10ICma094bJcEchsqXFkYmNpkiIqQb9puNOe8Xj/mCEppvmSHCJFaXa2ZQgDrXKM0WO0RgQNKiGyRrtS9XmlbtmEEKRcRZUp5Nq2pLFikkuHkDWqTihHSB5jHOsacEZTgkdsGvzVhGokrmj248Rmt6OESNe0nE9XiCKxOVKMqu1aAKUESiTGaagShjWy3Vn8osliIa6epAQGWWUC2551WJBloe+OWdYa0RbDilaWrAq6ODLVXiWMZp1WnLE1LswohsPC8cktfBgxpeCLZwqJbbuhlNpODmvV9t00R1zmAxqBmzRxW6kTdizMYiaIwsZ0NaVnXbBasbtxg+HxQMgTUltkiggnCUtG2tqSbtqG+drjqJShpIhxDWtcIWVELihtQRbKNbNNG4coklQyOXhKKSitSUpQtEREiZwDatdwY7tFm5t86oXfIMTP3Ynr88RkrRl9xpcZJRONoibEKEUkorTGjysKgbJ1hdspw+MwoaZwvbVKRL+gpEN3TcWGTAOmCPJyyfbf/ja8apAq0pbMsib8EojhIePykFf+h/+GZUwEl5h9DeOIVweOVSVNbmwDQDFV+Nl3R5X3VTzt1nEY9zTOMPoJqVusKYSw4stMVqIy28fpmokVUAL8nIklYp2EuKJV4kMf/RU+9sKHWZdMKw0nXcvx8Skl19xD51rQC36M/NYLP8maF4RwDHJPefkhOyO4/cbX8cSTZ5wev46n7/xeNt2WtGjWJTFMO6KEtRSizJi2xTkDckWYyDzPdLtt1ZkV0FozdBv09vU8sVq0kpQbN5Drio2Ws+0Rf+Kdv5/3fvdfoz1+DdNwjhCiwuacZogzTjYEJ9hJi1Mto1yxrWKynpTGqmsydYlw9uRtkqwvBtc2XMxD3XwikEbUUxZVDmClwpkGJwqqgLUN8bDg+gad6on2aNOjRD3tzPN8LU2AYBrc7pi4zDhtWIaRFDJd06FKHVEM60hSc9XziVI3j87ROgMpYoxC27rVVFbVdk2KykCTgnk+EDOsPqJExjWamMs18tmx2W259eRz9EdPkWyHVJat25JKYQmeaV7ZtB2Nk4QQaULiyEm2T1qeeu71GKWZ3IHONRhrWUsiNZreVfnQo3uvoG2VTGS/8uStG2y0xhhBCp6mb5jXCalAa4lAXT9zpeq+rguSsCDINc1bXsfS5YxxDmk0yVliLhy5DXat29Km75iGkWEYON+/QuF3YSBsyZnjzZZEIQpHIiFL7buFrjyfpmnwS0BEGHMgXuuDlNEoU0V1IAl+oYwDQUo6aTiUwuoz8/t/ERvmGg2lGpzyHHSmEceUR3DQEcXKJrYQEuu8oBrLvgRSjGQKru0xxjH6hctpoNn0FGSdrWnFcphpmg4hFAHPGgq9a9i0G8LscUZdD10zgXqCai0cn72e6ANaNKyrYDNGlHVMV4/xceRwOKB1PW6TC/sx4lzB5TPWdSbmxP7Ve3zo5d/mf/3ggd/41U9w2jzHW3/ve3n+iddibz4N3YrVvqYah4ovbrTAj4F1SZAdggaofkthHVnX00WX96SL3+KwO0JvnsIuC7lY9A3Le556nq/47/9rzl68zzi9RG5cXf1PMzIntic1kHTZT6wp13y+d76L9h3PsVEWJU8rvrlAqy2vfvol+qZn8SvzPNO3XeWdhRpE67RDKFc1ZDKzhD1riISS8SojJZhSZ0C6CIY4E1JCN44kCrK1SAR9LCyPr0AY1lwxLUuODMvKEg50m5Z1jARfUMpglUWmwhoDyxyJcyIHsKYlU1jWiWVZsKpBiFpQrdOcHp3ibM8yRsJSW2HtLM+9/nU8/fQ7yUi+4Gv+IH46p3hLzAFnqpTAaMk6jZzohnc81/Af/bt/lD/9w/8j3/znvp/uWhSq555hnkDVGVr0AawmJIG2HetS0FoiteHBg8fMIeHXFaOqyV+5piavB4kyHtC0yrBtO6Ssxb9cR9dN04Tr+s8id7yv+ZQ2gTM1Hm4hYbQEWagZP4pGQfncuX2Az5NWUSpZTrdbksxouSHkhXWcabqWNUUaI5h8wEhDmSPpuBqZFfWtoLVknqqa2xqB1XUr1XcRe7rj8m5kbcFcjshGI8tC5hbN7ojHV7+OiTtcntkHyUYqYiPRGZy1jNMEIuM2W8ZxxkqF9x5tLet8QOaGJAJN0yB8YZH1Bmntce6UdDjgRURLRd81rNd4X73tyHOmYcLvOtwqmIZAkTOqOyVf7mmNIJoNbSMrcRJJzKB6EIPB2EJ0W8ThHttnv4gmQ186ToyA045v+/rv4MMf/yg/84F/wKOLTzMeDvQ6suTEuiR0I4lBYkREiLrRPN5uGC4nTN+yrBMiF3jbN5A+8jM4IwjOczwfcRUHjvstf/4v/01uPvc0P/MjP8T7P/gb3HvpA+zkhmEj6vB+jdh+C5cRfXvH1YN7RAHtjYb8cK1C3b6vnjoqsqc3LaqphdqgWf1YwzakBDS6F4Qp1FxDIRBTrkEcKtIkQWkMKmuW7Cl+Zbs54XC1r4EUW0fx9felsYi5VLuLtURfv0NjCHRNNdNLkShZsd1uWYYDq5XEYeT4+IhhnGk2hrBKlC6MlwM3Tm8yrwuZgsielByJCS0NUkHRBbzEmYamczRdQ9K3uf/Kr+GMZslgUiKS2SjHO9/xxXzlH/tW3v7mN/PqB36Jn/rbP877P/EJYlJYYThfD2gSSUsYA7apToFeOaLQqKiYykhG0tqW0S+0SjDPK/3RMUlmlouBttfMc0BKT6ahVYawrpjGsHpPow2h1I6j5EijHGvwmCKYimfbdPW50JrRL1hlIebq/pCB4XIkfQ6V858XhUsbU6wxmLajMy3rtEc2Ej97lIN1SigrGDw0ObHZ3WBYLlEi1wFj25GiqITRpm5kLvbn7HTDnCe0PQZjyOtKXOYqjlO30fIhQZ3CeoVEkeIEwrGGid44MIJVFsSaaUTDfpnoO0vRkpIF6zxj2o4SPO3GcXV+wKqWzVHL/vwSu+mQuXA17dntdkzTVAM9fMSqhqOto91tuPvyi5RcfX0b1zKulRyRU0JleOL1X850/gL7/QMUnqh6ZBzomi2Lr6RYLRVZJYzdQBbsupY73dMs1vHplz9EyAv74YDRLSkubJqWOU8UL9hsOoZh4Gi7Y78fMM6Sc2adJ+ymYxU7diJSwjmBBu0kIFEi847f98c5fssJ8ysHfvkf/RgXQXEcVrSXXJQR0+xYRMKNexAaYzVKd8ic0Agu4oKI0G9OiPMVIULRE0RFY8+Y/BVGZ4xrGCeP0wVnG+Z5xvU79tPKrpVo0zJHD9NIDgofZzanpyyXI0LV07nsO2yCaZkrhjgWspo5am4zD5dEmdGiAxZCLthmU++DX8loWm2ZRUDkRF4WjNYMZE66LSEEZFBc/fvfw/bv/wDz/bu03Y6YMzLXNtN0ltV7dt22YsKFYLfbkRMsyxXJA05SwoB5/i2892u/jtOw5fwD/4yPvPR/8mh/ySBFRTJJWb2UzqGyZVzPKRiSUmgKxFyRP8taE5tyQWpDpPLhbVZM1+LkzmgCClcktmsYlxFlJHHM9NvumtyyomSFAigDRhqE1IyHgbOTLXeHPU80N9lnj1IrTIrSBpTuKdkzXA6/+1J+lFbFtIqNbfEpc7rZ8WA8x6oNJ6zsi6LkTJGiyiAoWNdycXVgs9kx7M85Pb1RgWopcXZjw+XDPdpasskVXTKOFQGtBb54TjjmkVzY+RnV7KqxOoyEImllRZQAlBAJWnFkWw7jiO0dOmSGaaR3PUEUwjojtaVvazJPyAaLZAwrm6aFGDg7vk0mcf/8LlnWuVlnwDUda/bkUD+fSoWCxJeAVAqjNWueOZKWi0PEdhsAZFqRZSGJGpZasqezpySuKKsg9h1N9uRikUmQpKfoqiWLQ2C327EfLylIOl0H8dM00fdbxlANuI3UXM0jrkjWRtEJy370uBZ0Mew6R3v2VNXy3HyaR+//JazynKcFLSxOJ8whMR418DgijxUiRXLSaCcJKeJCYaKgbKKsEaESURc4nHDSLKxNYBI9bp6JSiOtRK2lqrN1QxGqjsuTYA4rxgjk9edp25Z5HBGikASoNcPxljyMWFlHDEuqZIhbJ8/zwv1fZRpgc3STdPmQiUhxmlZqtHLEJSJ0Ten280LTbmmVQsiMXwWpVZT7r3K+PaK79UZSWRCf/nVQfaWdXC93suTa3G8BCHlGK8M0BI7OjhHdGfLefUJzoNFHLCpVJp3UzDkS5uX6s03sdjve9tZv4GO//bPEQ+LKX+LaLWFeKAqM4LOFDqk5Ojnm0cUjeiyRTNNY1mkka4GIgtWDMIl+21EmqrNBa9I8Y22DD1Ub2WlN0TUrYMpwJC35bId/8BBlJQJLLCv7sOCKZplX4ucw5efzYsZFESgsWVlUkFzdfwDhiO1ywZ/+uz9L7xrmxTNPQ531TAmBoe0cOY0Y11NKYl6u2GyaSvxsJPt1oHMNJSXa1qGUoMTCWbdjMAf6ZWHRx5WHJARaq5q3RxUSWuFIxrERhiQyTgrsmhCy+uAyVVTYti1NW71e07iyrjOpxKqJCStLDJxPex4Ol9U/JhLdxmFdyzhEYszEWBfL4zxeG13r7C+lhAqCEBJKBTIDlhmvJLY/gbYQwozSFp8W1hnKyZYmJPbDAaEiuQksfiWvgniVKSXw6OIRMlfLzLCOLDHg+g6sRBrNmiKHeaLdbkBkkAWxJJqj+pWxVjKNnlcffIzzj3+ce7/1c3g5MntB27Yo2cBaeOQW3H6G04ILicUo2pMGXxJpDsym2lMEln5zTMwb2nCKOA584Tf9p9y++YfouyNSVvV+jJ5UMtpZco4YIYkUJlFouopmkURMEfjLAyVFOt3giiZtG+bH53V2E2aM01jVsHNHvOuLvpze3WLXb7gaLyhtx3NPv4W/8O/9AD/5fT/Gd33Td/KOt38ZwkqEhGdu3OZN5ownGs3bdjted7OlE55oj7DzwvzS+1lf/DBdu6u+RF3zLAHW5DGNIUaPqE0cSViMMax+4PDKb5Ea2K+ZBsNhygxZkI0hDBP22vjcbXrGeeJ4f8V3/eHvx3XghEA1suZIyupx1FJhGofWumZDXvtmc46My4jIipJrAtN2u2XnNqzzwppWphLJKVBKwa/1pKql4WI8gBC0jeNN3Q3esnuOZh24dfQUeEtuFb3uuel213Pd34UzLqVVkVvNaTZcJo+wPe1ySf9Ff4Dthz/GudxzsS50pjAuHqkK1vQYZfHLSpALSgiSLzRuh88ZbT1RtDTLimwsYxwRRdLrljUF4looJtIZQYyfWQQU5jWiMrhNxzjMiFSjz9e5Kq0HLdDzShawa7fMKWCEZvYjCoPTW5IaESmz5EinLSFmsiqEnOhsR54KNAVZPKloGmMRQnHwU22hhAUFYVmrPYjCbnfMPO2vDblbjl/zRTx44Rcw2RKiIIqINnXI7eNCLzTFHBNkqCTTEuvDE1cad0RWCRsU0iXCHCuz3lQ1eN+3WO1w1jLHxOX8gL40HD35BVzd/SRRUgN12VGOM2H2NHNCY3jcRo5W8K3kaOl44hv+KC989BH+xb+P2iek3WGEZI0z2QCzRzuFF5aYRm498SZa7RkuFrbPv5nhY7/AEhPSWvbjitsJ4lThk8s0odH0fcv25m2W8wuG+Qo6R14LnTSUTnO4mCnZYwUgS41ak4lGS9IocULh2gjtjqvLCeVnQg/HS+Zdz345X/3Mc3zg7qf4lf1dLspLnMUN3/gl7+EPffu38sI/+hl++YMf4ec//Ske84C7i0KkmVMk4xIoViISNMdb1iWgCjhtuJpHdONQzsA0sBTQUSFtQs2G3BdcVASxQ4srYgxkY7GlIcT5+sVZKKVw3Bz4lj/8E/zD/+2v8psPfwWXNJ2ufPzh8oDr6vYvxozVhsM4YIRCdYZ5ndhKyxAzRmaUKaRYNYOsYBpJ0zRMy4RAVymJtSSZOZGGN53e4Tv/1H/Oydue40N//W/yP33if+fRcuCpL/5T/NOf/15EkmR2XO0ff051XJ8XJy6BoBcWqR2t7XFpopiWex/6JzwyV1ytA62xRCk4Ob7Jrr1JyZo5ZrIxGBxGOtq2pxCwJpBjRK+Qi2ANCzlWJffkJ8Lq6TeGuHrGFWKsivR5zCjVYQQchoHWCs6M5I2vfw/NkUPYng6Fbnp2/TExB2Ja8d6za48wxlDMWtfPUmGEoGmOCFLTp8yzu44z3bPZ7ogxEn1mBS4vL1mJyCQwUaG1ZBkHnLGf3dy44y2hQEyJcbjg1Q//PEZ3dZPVSlKYCSEgrKNER1SOKR6qGloWnjk7ZWMbjO1Jy4hYwcuEz6mmswC5RKTIBNFwa7fhr/zQ3+CpszP03JCUZLk8R0iLCYb++Gnis69Bnc+IJeD621iR6MsJftOhVsmhDdz9pV+ne/DL+HONNobFnDOnFWEKYZ2QtiWhsVLQ6p57n/4ID+7d4+rwmJc++LNc+EqSWGKi7RzMsgpX50y/3XJ0ckybBP3r3o0wCml3iCljhKQogT/MtI1m2/fYfoN0HakUmmyJc8R0mlUuHHzicP4Y10I6bTnrTxCm5RcOH+e7P/ETfCS+hDcjJUrs0YZ3vfF1PPdH/i1e82VfxaNlz0vzA8ZDoUueXm/J7Q7hWoza0J8cUZYEa4BcmJeFjWvplCMNnrRmNtrhnEElg2wkKhumGInrQ9ZSkNKQp8Tkz0EKiqDmjqbAwyvD3/rb38FL9z7OneY1PH3nq/ChMMmF7mxDiJnxMFQ6yRwwrpJQsl8xpWOJCdVYpHJMWWGMqrSKRiOFZhojkhYlazEM1A1r2W543WvehXrqafqnX8uXffdf5L1Pfyl33B1e+Wc/gtvsEHKD0JHy/wbE/GtdnxeFi1KYS8THFacFqViyMBzTcBhXuqZnKgudaRnTwj6cg16xcqHRK6FktHWs60pJuVIr3YZNU/lLWjU09oh5quyms7MzhmmkbVv6tkZZXVw+pOkEYb0gN33lMwXHd/3x/5KvefvX1nYOgRagEUzDyOJBqi2Nbogx4v1ECCtxASNqMR2HAZkXmiee5E9+39/jD/7ADyP7BhESbtvT58zR6Qnj/lDX2bkuHI6OjvAx0G53RKd49MLLOOfIIdJsepxzXF1c0HUdS5qx2y1tt2O8vKRtHVMesa7HxhpQen8aOB/29K6hSME0D4RxxgZomjprcc5hjKWzhqvF84N/9i/x8MUH2LYOY2OaufR7LjmwDJfcuP8iXmuO5An5i74M7XZIoFyuyPYEcwn+8H6GQ6DfZKLa4vQJRWemBVy7QdjrwbmUxJzpt0fk7Cu++1qGcNjPxHWhxASyoXEbzLZDSk1YMrk17D/8iyghCdMVEgEpksOCkZ9RoRfIHiUzohQoib5raG310wlRDc4xRpQfyRm6m7dwbeS15ibf8p7vhJzYtafYbPjAr/4SL//gT5A++mnu7wfaTY/rHEddh1WW/flFtcZkz/5iTxQFqQzZp8+elpZlwRiDVI4QEiEE1rDgYw1aVUrQbVqKz6y5kIWk0S2lJGL0hOvIM20VsewRduHWzbfy5v/2p7i9O6PJhmEdEMaiW0e3bRj8gMwCY1T1SdqMloY811OpSpGUqo5LyutTmrWEuCKNJCZPmq5QskAIPH71VS5+7qe49bFf4+y1Le9+0nBbHPOG17yddz77XvRWM47jvwBs9a93fX60ilIWt21xUqOVYEweUUDHROl7wrAgDfX4f9TDuCKEYbQaFwpKJkzTVuO1zuRlIQdQpsLrsg8Y19aZiCpIDEnAOB1QJWNd1aZIoSELwhpI/cSp2/LOO+/mt+7/OuPecxj37G7tWBbFtF7S73qWxZNDJF5D8vxatVZZ6DprkAq1Xyiq4ebtU1CR+68+RB1tsVcLc6+xVL5VChktJeNhj7YGKTVaWeYw0ijHvE5s+hYf0meRMiEE2uaIy+EBu34HWRHzTFQOOQdkZ4glU5alEidSwak6F0rqmuCQuY6eElWk6UAVwUDEBoFrJKiGMEzQa1yEIiVRNzT+ktxuOHvLNxJf+nXGh5/i5p0byNXy6eGThEOHs5EiI5OPPLe5zace3cPJhNCKUlqEWli9Z7vdcphGnNIk0UGYMcYR0kLrGqZlxnYt49WAcpZd15JwlPWKJ555C5/6xG9ghMTrAqV6H+vzlZAUioBEtaCUUmeVi9c0rhZOKetpaiMcZ2dvQYVPcvzMF7O9e4Cvfy93/+6P8qL/CDemhhPdcdwIPi1Gzh/uuYyB7GuBPyx7ur5iwbuuJ4VcKRabHuMs5w8e1tzHdaZpGpaYMEqTSvUSphSIS6gz2ZLQzlaSiW6Zp0s27a7q92Jku91WobXeosxC625iyh30keLRow/V9J6DZ44LTtVTrxGacRmRwqJEAGnx0whA121qQXU1mLaxjuI0wS8YJNP+wOmd15PCFVoVXts+zX/4nj/Cu/7Yv8PmpuTifb/JP/7F30R+x5/lQlp++lt/H68uj3j04OHnNCzj86Jwaa3KcXfESianui3KiyebiBANQgsckdFndEzsbpyyLAvFrySZUKrH2I45Lvi0cNO1ROk4TAei97StYY2eXCJGKigOnwuiZLaNYZh9JWeuC422zCy06wmrLUjnrzU5DlEW5lHQNYmUEn4R7DanzOWCBLiiWccVszEIqiWla3eswxVSBfKaOe1Pma6JCLNeMd7j0RitUdKQr137RtZCBhJLZjWKNM8EmdBr4uT4GC+qwtoJhUwG3WWee+OTXD2+4uVPTuTNSlnAxcr98imijCMXXxOSmp6S+GwAqdEOrS05XbHohn5eGbcb+uwZU0QfAriCUBojtpR0IJKYm442Gkz0dEeWv/xn/gYvHj/ih7/nr4LdsyTFbr4gdU8wpXNsccigca3m8f6cRthqo9Kaw2HEOUW7u0Ver2ohtQ4VLehCVoGNdCzZ15Ddbld9icJR4gEnHMUmtHCs04qUmlwWSqpjA2MclEDKKwWw7Q2CmFn3Axvb4vqWUgrv+pJv4i1f9XWc7hOjusfwkU/wwU/+H+wf3WMgEonYDDkkVq1Z1oHxcKDbbYhrvp4/CYxuGdcrWunIOZMQFOr3R2tZ7UtakdeEUgZpa+ZjbzvmaUAZSSkCLQ137jzHqw9eYhknUq7BMsYopvFA0zQ1sDhDuU6V9kqipqUGibQGHQWi6ZgP57i2QQRL10hErp7doYAxDUwDPlYQgBKSLDPienFllaZpb5LGPUoXnmzu8O53fw1f89o38rpveA+rkPzSX/9RPvq6t/NPfuw/48FhZsyPOewPn1M5xOdFqyiQzHGg6zqSrLpyLHUuJSMyRcaUcUaj2pbDknjTs1/Irde8DekqgmNdV8I8oAMEKauJOANEpLHIJLE0BA9SgpKZ1mgO3le6aVKkrCmdQ6ojVD9co3E8jL7GvwtHu9VoYasA0CjG+QGpaGyJmOywbcc8rIQQ2MqO4CeEsZTSYnc3uH8YSGlAy8xJd0KMmlY5WuuQZPwyE5YKdcs5ojvNogomeJSwnB6f0R+dMq4eHQVa13Y4+Zk1ZO7/5iMePh4QpqBWWxO6NxsSBaEMrWpJ61rV6dMMJaAbd92GetY8IUSLWQvJWeQ8EFOlu9pdj+i3GNfQN9Ce3MGZnm7JpDRhdzuWIClv/0IuHgu6eA/ocREm0xCnK9Rc1dRZxhqiaxzu5ms4u/k87viIN3z7f0XjdkzDXSQK0W8qulsuGJuwIXA1jxjdMvuAP39M6xzSz4goiWVCBsk6LhgNkoUn7jxDEaB0IamlznpybedvbCX5MOMaTRKJZVhopOf0mbezcZE3PxP4iqe23HjtTW7feS0nb3pTFZAGwSGuzDmQ/Ej0gX5zQkkFKUqdN+rC1XCBFlB0JOEJfsG2FtVIStQY14NQ2MZgXYtfBlSJDOOeYgwCg9QNWnjuc5OjW1+AtNDteoQohNVjTxrm1GGOLG1/xNF2Wwv0GlD9FimhTJB9Jl9dYM2NGsEXC3/+m/8Sf+4H30cxPS51HC7vElIVWEutEErT9Cdo3RNiZL8kpvmCIAOziTya7/Hgtz/GL//Cz/Gxn34fjz7wYYpuefFnf4TFR6b0kOTXz33N+Hw5ce1OeuY1Uso1YylD23fkZSFmSdQJmescQLmOp7sdX/31f5Ef/zvfS8qV53Q4XHHUn7EuA4tfcaahax2QWXL1V2VfOV5S1ZzEZtNjhGR/eUXf9wgl2eQtZ1/3bRyWkZf+lx/ClchatrRtYFoCAJ3QXBkGtrwAACAASURBVIVIs9HIEBFFUNAY2ZO1pFcTl5PkyHiu1pXdbkdKiTitbE/PiPuRctrhDyNhjcRQGek4QyclSwxMhwHnWowUpJJo3JZlHdi1PVJqrq6u0Ndr7kYb9vtLdn1D1g3jHFjTjOsUJM18dUXbbZjHBdM6SgJBlT20ncZ7jxGQVbVYaaGvt4wBcmbT9Vz5ERUzrmvppeJi9fjxik1/RBEZmS1GCW5unmYJC+fLizTyBodwyRpndm7H5f6CtrEspSAAEaFpmqo1i5fsnns3j1/6NbI0BD/RNYrt8RH7q5F1SVg0kQg54awlLZqj2x2PLy9IsdC0iiVC6xTBF4xuEdl/ti0LObBOAWUV266ncYYiLVf7C8oaUFnCVvOW57+at24tb79zi+W445V7ke4d/ybj6vjHP/pXkGcbrh6+SEwLYR2w5oiYZgoN83KJbbfM8wHneoZ5+OdAQ/9/cffmsbaud33f5xnfaU17ONOdfH2vh2tf29jGjg24HktsSIpcMzSQCAghULU0gTStEI2ahCgpCYUAFQFaoLiUKBATRJhCkLHB2NgYruc7+c7Tmfa01nrXOzxj/3g3bquqIa0ssLKkra2ztc7eR2vrPOt5nt/3+/k4gpgqaoqRrOa4saUup3vSlBJNVaO1pR12ZDeiFnuEkxOC9cxCQZzX5P689F2XpFBR5w4pLBtG6AeqauLH+5goZw19t6HSJcFltN4x6jlKDiz1bZhxTSc7OlegBUQx9XW1kFP7QVREMnVTYpEMsWNeHLLSkjMRWOp99mTi3sN7WJQVV0fFtfUR99/4TdpUkmNit+v/wzsqKiXzwf4eXbclRcWsMoTCMm537K0WHN84JZeC0lhyzizmcxyJdNQTZxU59ow+I2QkDKCNRBlDjiNGTbmu+WKfzeZsYm8bPfGhYiafc9tnVclu202aeiJisaAaA7vtgK4E5fKAXdtjsqRjpMgSIUYWs8vsuhMKa3HRsXr+azi855V8/F//GI2C8bwbKBHsL1fsmYoFmtM8YrLkrN0xyEmBrpTCxTDhYkKaytm7nsJWSJXQqiTHERkFutSknFExUZUla+9p9BRQTENHEpoxJkLyqKLEddP9kIhp6nOaCf+sk0AW9ZSudlMnU9uS6EecC9iyRuVArA2yj5AywkrG7Q4nBRdW+wx+QBk5Jb+DxylNTB3LtGRULTFpnB9odEM3rrG6mKojOU8DlyFTK0+Q4DtAeExTYXxiI0pKNaIlhBwIo6NoZnS7HaVVCCyd69FGIlSBcwP003Bj7N2UfyvEJLSNU1E4pCnz1bVnkBTeT4HcwY1kIVC6ZFlHVqvL3L16Ppddja1L5PwOPrX+HW489xi6uAB+Tes7Um4mSXAecCEz+DwhmaiQssPYZrpnk5BSoB8zpIBWmT4LbBZIFKaQxKwIsZsMQkYR+h5lBd5JmmXNtosU6hzdnSLWWiqjufP211CjefD6J+i6jn6cMo85gvCZ1eGM47M1ZTUnujVarij1AGNJlzeEqJmVitYF3DBSzyqUNYxdP921SQFZIwkUZL7523+Dp+77aT7w0PvJw4b96hKv/8Yf4ub7foKjruOhGx9H+szQDox+EuZ+PmUZ/76WnxXwk8DLmOYD3wI8BPw8cCfwBPB1OefTcwLqDzN5FTvgm3PO9/27vr8xJitlUDpgTUNLoHFyykHtL8lna5yc3mF3bY+oD6hcj5xNZhfiDmMWFKWia3eTvEBJtIyEUYINmGiAhDAJmcy0w8iCaj7jaH1K01SEkJDKkGNCmkSSEt9GLpYWX6+Q88vcvPYJ9mTNTgyIQePGHbOlJY6Jeb3EvvZriE9+mtPrnyG5HaGoKQY4KGpeeHALX/HaL0WViiZFrp5c5dOffYBPnB4RtGDT7ei2LUlM9NBsLXU2CDuhhrUs0FbgBk9TGUL2HBYVTdFwPTlEn9nisdLSdluEkuyG3ZQlS1M/vwROx4EL1ZJ6dcizp2tCf51mNqM72zBfLhiHTF1NtM5x9DSrGWHb0Rwc0G4259wxTapLTJAo6TlZH2FNw9DtpgtmRoas2S9nOALKGmLrMQX0XSQG9znRrpYFtj4gpWdxnabcr1GdYZRr/OAp7R4yB7o4UFnDcnGRnBTr7bWpT4jCFpKUDEIIejEiMOQUpt34mFke7rM9W0PK09QMSTMzDF1EnS/izk0Zti4HZk4Slg1FOfI8lhzaktEY5gPcKDdcEJHLl9/IVmx45ulHGIY1rRNsQovPIJiz7Y4wyuJ9JCZAgS4E0UEOPYKSYEdKJnntdndCSJa9WUHbOagsWiliO6GlNTNi5Si6TK4si7Jm6HsuHL6ML3nHN/GSr/1q/tXf/wc89NGfJYrJSl5qSxSZrp3owH3X0pQVC7vH8uAib37bV/GR3/p5Hjvb0PXPYss9hl2LrWp8zBg5kTDiOFCWK3QNTji+9tZXEe98Gb/xgZ9nGEp0PeCHFqETprgdpUY27pS8m+xc2+3mz2ThejfwgZzzTwohLFAD38PnSQhrrc3WaqwtSSEzug1CFsyrGt9v8WrqHy4Wexwd3cQoSxYBpwMmZTanHVVVMaTArKwQOWHrhtPjY2bWQmUJYUS6mp3ZUQWByxGBwqoSYyf1U2Es69AxLyp8SIy7ltnenNF13L14KQ9fvkD98McpxSljnBFwGCfpcsBYCEBtGlya1O0+OoSuWRWCZEvecdcX87Zv/m4uXbFUo6O7+wL6ww/yoX/1M/zSp/6Q59IZYwDhJKNIzIXBWxhahxaSymZEgibO8HbLXnGFe/f22NNLHuWIz958khACXih2fU+IUFZz+q7FGoVQBYQdvVJTIDUKUozMZjP8MFIWM9abYyBRVfOJfqk1fuyp65rejcjzGtwftweCTyStIWfy0KLmK0qR2azbaQFLnkJquuCoiprQDSz2V8j+OrMv/16e+c3/gTiv0Wen5LEgLASy7VG2YLUbuHlhTuMkoxGUzSEHB3ejujO2L/hKtvKY1f3/ZqrnCBBdz5gUSWaSTxRWT3RblYmjoCpLykIxDANDBGs1BA/BU5SWro+Us5roAy57FtYgqzmlz9RV5ItWF7grwd69lzi4ZUU4UTxxusY9ccKDKfPQ6Q3Oxg4loe0dhZUEF/EhYGxNToGh3yGNpTDTHdKm2yFiwNry3NqUJn2YLc/fOMbJWp4FUk3ikYt3fynF1Sc5UtcnfZ2HmZ3hYkvvPQg1LZgx0I0tRmQwFUnUCHXGXByileLNL30j3/zun+bjP/Aj/MzP/xhH6ZjddgShSNFT1TUuTJLj2misqqhTpKPnTe/4Gj75/t/jaGxRBtzgKbWgT5botp/79xstue32u3n4sw8S/zR5XEKIBfBG4KcAcs4u53zG51EIG0KgMpoUPY7AfLXC4zjanbBOniinbuDdd3wZRkc24wnIjIqWoRPs7y0RQlDXExJYAO36GKUExWyPahTo2QxVn1EPHm0qqnK6zxrDyHq9pigMg2/JfiSMDj865vMl212P8RVXh4c4eOSTVA286Su+hfmioa4qtnaYLjGdpNI1o3coITBVOV2Kjp6owe02fPSphzl9388jTzquzCOv82vueNUhX/Y3v5Ovff2fZ5YXaJcIBAoh8BZkSAgSMXr6YRIu5IXnUrXPG4uS168W/Gdvfxevnb2Qw2ZBXR0ivCL5jC00u/EMUUwN/+BHZJgIGDoLCiWRIU08KQSb9RpTlRPeN7rpw3eUxk4Bxun3j/CRICJjcpSVxoaIjQkjFWmzod31LPf2EUpTlDWehM2C7APV3oLd6SlnYYX81G8yHNyOPRpRVJgLBaYdqGcNVldcKxSVEywuXMEmg0jTUbi98ud5fjjh0lv/Oot3fj/L1/4VDptbSWWBWirmtUWrSfgbJZSmZLEs6fyO03ZHjJrMSAoDoBHzfYYQcCng/HayptdzslJkn6jnNTYZUpTc85Jbedt/+p/w6q9/F3/uq9/AW177Up5364qDg32KYkelJ7u4yoKz0w2Zc3kHk0eyLMvJ9iTFlBkTkoODA4yZuF7T5DHT9zuUkJMtSk/H2RAcdV1z97jl7/3Sb/Ga5Rs5LK5QFA1rPyDMjFLfytCN9N4RQ+bS6hKkhigixCPKfAtmuQISRzevcnFzxtu+/et45Zd8PVnsU5oSKTVl1TD6aeI5szXOR0YBZyqTdMkf/M77IDmWl28/R3InEppCC4LIjHGKagA89PhD8GegJ7sLuAn8r0KIjwkhfvLc9nPpj+09558vnj//VuDp/8vff+b8a/+3hxDi24QQfyiE+EOAiCBlwd7eAe3pKUvbsFcfsD8/QMWCWbPg9+77BVqf2FtdYoxpYmHXmUFmxjQpycPg8HLKRWmtOd4ccWYGmrf8N5hXfhOpEtPC1nYEP2JUnCICccoqLWcHdNFP7fjBsbRzxm5NQDFmz7d/0Tt43bv+MhSHdFuPCDWBSNb1lAJPHUJEzk5v4AcJcuDsdI0D+njK73/w/fS+Ze0qNuoCtq44vHTAq/7jt3JnPcfaFYVQrHcdrnf4lNEqo61iPt8jpYgqLH/l9d/E23/mvXzxy1/B5cuKOy4fsuo1Xd+RVH9+jweFXWCRE0cs7Ghz5KjbkX3AuUAoLRZJCNMxSefEECJJKqzSFEnQO09WmjIJOjeiikldpiceJ1lJgojoxR7NrGKvmePabsoGBY+NTIwokWk3W8aqRpmRpzefZtk/xc4EGh2Y3fEKXvxf/Avii76EtD2lMQ06RHbb6xgpCMMTdM98kvnVX+TkwQ+y97PfzeL0GQ5uvRf1lm/gjjtfySJdhDRdJDdNQ2Er3ODZ7Ub2FnvUZUkWicoWlGVNiJF0dkJlDK97w9sp7AKhQKeJlX9lseKSrPiiu1/I3uULLO+4leqeu7h47+u4/UvfzG2vfTkH9xxy++UvQad6qkOd70jrpqT3DpElKkbSOECWFEXB4BxSawpjODk6xsfM3sEF/BimSg15wlJrhXMDZaEwcoZzZ1TF3eyVBX/pf/sZ7n3t11HIgjg6jk+u0o9PY60mBYfSgvWmo5lV2CApYgkSivGMLAJP3HiY9/3oe9hcupPrH38fQqxJ9Qypp0R+FgqYYhxan+f3xhEpajbjMea2F3Lv/C5mZkFhJWP0jENLoQtmdT1ROKxCyfMA8Ofx8e+zcGng1cCP5ZxfBeyA7/53PP//uxBWSDCWerHk+NoRxbwiYSnsbBrr1ooxnbGqL7Kqzu+i5DTx8ETEuXhyt9uBFNQYSqppkrQyqG1J/2//MbPH34tyS4KbLnutksxnFbaAod+irCH5NHHF/YgqDFvvKVeX8Nnyprvu5GU/8I949H/+EeL6GkJJaiXAweiP6XfHlGnBZtdxsDzAFo756jJKw16OtLLgY+kGH/rxH+b4mTXPPv44x1dBXR8YX/pa5rdeZL6oGFLioF4iqophPWCMRioQamJSydPAYx/+Zdrv/RGqx59CLa5w54tfzq37c2yZiRQgDFIlut1Ntn1HRlIYixEFtdDosqK2NStnGcNIrAy75OmHAY2aXmNbkLSmahpmtiQVmgu2QZWasXdICpbLC4w+0MwWaFPSdyOn6xNUobGVBSPoRSL2IzrB3t4eF257KTmDvR7JuwrBgHzRPbz6676bk4d+lea5T9NVc0QM7OaZ1gvG7QliUPjU8fRTRww8Cl5yab/g1gv73JE0z3/9N/L8V/wFcp52M5cuXKY2DUopclDEMeKH3XQfFjIpZKy1zFeXGFPioYceoEmeqrY0dcX+Yk4VM29511u59/t+gr3RoeqEUooLxSHF/gsJd14kzGuefeY3WPsNAYmQFiElUkswEx9MyIyyhlxbhm6i+zrnpvtUqZkvV+x2I/Nmxdj1VLbAJ38+ZJJoWZDZEjr4vefey49++zfR/epHyI9/mt47jA3MFvt0MZJFYtFUkCKegNMCqQ1WV1y5+4XM9D1kHMEqfuJ9P8c/evPX8Eh4nBQF2g3kPLH0Dw7nBLFjTBNZxEWHMJJxADEoDoqat//tv8NtF27Hjx0huwkKEDNDN069Wq0nOv6fwY7rGeCZnPNHzv/8HqaF7PMnhBXg+44bV5+hKEDJGmkTW3/C2e4YsV2zUAeM/pibwwn97hhPmFC7xYLLh/v47LCFpG4sYxoYGCmKitxlfDEpra49d4NYjwSdEUrhfWaz9lgz0R7FmOj9FtSkSh+6npnK9P6Ew+GU133r3+N3vutv84uf/DDbcSTEDpAUtsLYCh1L1lU1GXEQFKqG0FOaGWa+ZOFGwgjvvfZZ/uWP/10e/je/ySMfu58nnr3KJ3/w+0lnPau8oLIGT0I6R64iCo0I4IaWPkXCyrAuMvOz+3jllVu5fXfC+Mh9jO1INTSIGBAqYKoSZedUxXRngRegHYO01Kbg+X/zO/A6UpiS3DpMSiSpIHtMHBmHjuAi2TtGPNFFisN9optceUsL3XBKZSTt6Za+W0/ky8LSD1tyyJTMEEJRLmak1CG6zCv/2x9EyYJ0SbGTiotin2sPPcID/+A7CA98EBUaSplxEkovEX2Lms/AWNIgqIsOmWrmz5txz8tfwqvf/ire9M43snfrDPOG17C3fwuFnfOV3/NPedFLXkcq5MT3Z0RUlpgFLkxae4Rj196gqWbouKMoa24tai4KzR31ihcv97j5ux/j5O/851y5/SJ9q+gfvcbpc09ytnmM4jTDNhB8y2FzkcYuyHRoPUVjlmZBuQl4nahUQRt2xODo5UAtKogDq2aPzfE1tIDWB5ScKkA5eOpCTWHS1DHbv0wUDi0in7r2Gf7+D3w1H3rq1xnHNTlZ3DCwmM/JwrDuJmAlYWQ4O2EYOnax47N/9Ns8dXof0Wdunt5k1z7Nq7/ia3jTvW+iEiUyZZRMNE3D6dEpyguMVJg0tVBEMkixRTWWZx/+ELPPPs7XvvNbuXDp8lTK1gW7NCIs+DHQrjfsLVcI8fmNjOo/6Qk552tCiKeFEC/OOT8EvA24//zjm4Dv4/8phP0OIcS/YLqc/xOFsDFOqeG6thNffhg/h92IKRJVxvtTyku3w3f8ZYrv/VHcZovan7O7doM8P6RuLtD3PcMQCWEkxMxyuaQbBwphEH4kGkE8HaiaOa6cxvqKzOnZMZUtGMZ2wo2M0/n8tJs45Ff272aMp7znx/8W9z/3DDEZigT7exfZ+ojtPbvQUd5yB7fmNeL2NzI+9VFOqxkzB4Pb0pYVYRyRcaRNgaee+AT3HT/GC/fvotq/jdP2DLH/Ak52H5umiiIgMpSqYDN0k/TUOaTIIB2ZjNA95CP0U5/EPPo429giGtA7jfdTdECQGAaHVtO7bsySKsL67Jj2+7+fIDQyBqqqmkCHVYnLnuwCpdEMfUcsC0Y3UmvN6fFNyJp22CDKghAUXT/SVBWu7ylMQcyBIBuW+3NW5W34Gw+T0oC2c076a/z2t74BuSiJo2U2HHFaXGBVBp7cXkefeug1ukxoYRm7iT0llWIMPbYUEAVX7nwrl1/2Lq687A5uu+MAay8yXxrk7z5MetkbaT/4q/zuj/8guT1FuUxQikt7e6xPz+j7fqpnOYcpJGq5QI6Bsi6oa7jMgjtum3HP81/K6t4Vy/1bSdUBu75F3nyS6w8/xna7o7m4YPfgg2w+fY3dumQztLTjDQj75DygrCAryWYbaQZDrzsu+AX2QsPm+AailCghOG6PaaqaJB1WJLZtT1lVKKE4W6+pCo0fFau9O+k2W4Z+y/HxzckuFEpILUpNnHyZwShByIHSGKLz5zUvzeA9sjCU84r1cYexgu14yukjD/D000/hckcx20OEaSHWRtJ3HmkhpPi5I6NzgewV12zgX/7c/86Xfdd/z0F1C225Je0c9XKF60/JWWLLJdvN2f//Fer/5fEnLlznj/8K+LnzieJjwF9l2q39ghDir3EuhD1/7q8zTRQf4VwI+yd9c3leb8lIXJq6hyJLnJuYQzlEVLD0J0cc/sC7OetamqYityOyruniDn3WUlQlo8iorJjNZ3jvp2oOIJRC+4gzk/Mth0h2juA986YBJckyEV2krmdkISiqEh89148fJ5YS92BASNCMKKU5PdswxBFtMpU5pNEHXL7jFVxoT3jiJz6C+xt/DhcHjJxKt01dEpOAEFAUfPZkw5PtwxRXnwA35W427Ui2ltH1SARV1eBjoPeOUkmsVjS9YX7BcOOa57PtAzSvb7g+O2BxcwHyBBccWkxZtZQ80hiUnNDMSSQCeuKoS0imII+efpwWiDCMGFMiioKRRL1/yDj204QweKTRCKmxwhJiRDo34XnTiBYTHHCxWCHanuOjq2z0ljh2aDN1EuviEOd7cptgtkMWC+ZFz3F0lNmwLFYMJjGGlspahm03IZxzATGRAqiyQEjg+Em2H99nvLRgedDwopfexXAaebK8m+aRT/HIox8FFxizQI0jbWsYQyTmxLws2W63YAWFUATjWJkVd8Sat7zlVbziq95Ofe8rKRtDioooJNvFPrtPPMEz738P/kMfQWnDkw8/xNHTa7rgMVLSyAN2yuG8RHpBJSUX9xqEWTC0W1p7xEXRkJqC1cEtVLd8Pc/e9z9RXrhM/8QT9PM5xkZKY+n7nsVin3V7ysH+Ps89/ggieoKYakCZSOpbspK40HJwcIHj42PKWUM5Tndj2Sgyligke3sruq5jfXwTq2pykIDh1377hziTA0UqSMpR2BLihLzxIlIrSzzfCAzDQDIw6IzvBj5+/Bvw8bezPnqCbgTmltR3BAS2UozdRC9J+c9AlpFz/vj5fdQrcs7vzDmf5pyPc85vyzm/8Pzzyflzc875v8w5351zfvmfZLE+/wko4QlpQNlMzBGfRqSeSqbKeVzcobJne/2Y/XmN9yNIQWlKZoViLBPrbkM9TmP6tm3x3nNwcEDIgbqY0SmBJqGDI02eN3JVAhIf0jm/3hJyOIfwTc39QiYKZ2jZoJcH0/2EEdimYmUNWS2pQ0uQx7xkd8DrvuzL2fvnP0zYu4WUIEqFLRU739NbQzcOdGFy5HWxpR1usPUtY1EjKos/Bwlqa8hKY5SeDN1iwtoQJd4JLi7giY3kycsv5+bRVR6NjoFyykf5hFWalCLGKHJSlPUMW2pKEyi04cxklovJIP3HjmGjJqvL6Fr82CLziMh+CnZKjbQVvt2QEsjSEs6dilVVISUgNSfHG2TokdESJSAVKSUkipxGknJkBmxf0fkWHx3qrEA3lu2uxbUdOmWyd8ysYTabEZ0nhSkEKeo55uyIh7trPPehj3LyiYfwj96ktTOsmjFfrakWt4A2BJ8wo0cUit1ui5KSZj5jHEcWsxkGifSeFxQNt992B+/4r/8WL/vWb2T2qnvZ36vZ378VvTAUSmI3Pf72Pbj1ZXz8/qd470ce4rcfP+a+rePID+yGHWiDTon9vQvM7YwDpfn2f/YrfNm3/I8UVcCkW0i7gb/+Ww9zcNetXP/kz/Gmd/0QaliQ9krc7pjVfAFJIDH4MdDoJbvNKZ4zvJwmucoYBhsZtPtcz3O32060kE1HR0QaixoSy7qgjz1t7HA4QrBIM3H3E5GNmSM6h5QVx9tr7PoTTtdnyMIgSvG5RH8/DgghcGOgzobS7nH97i/nY+/57zjZOyTZgewS1gia1QGjHyk0uOz/9I+KfxoPIYCqZOYMShZ0OSNSwNQlrtthyhpSwBiLncEYEy6GaawcHaMfKbUiWzElx5Ngli3eJoZtj84KISMFktn8gCF2CBYsG8PYr0nrDrUQICVmUCQpMSKSVEbFDKYhh2lnMZzdnCSzY2B9dpOmaTD5jF2AC23J7Ee+k1s++muYneN2XXJNGDrn0FKhsmZelLQpMXQDS7PCjx2qqCamt9BsztaY2lJQsB1bagcxR3R2GBlpqhmjMqxtz/15zt2LSxw9/ggfba+SZoJ0siWisAV0KWCzZdwmlntT0j47wTgGpIQGS7/pSExWlj4MlOUCFQKNnDMagR9HXNBUlSGnlnQGpp7TdlvKsSYgGHc7rNfTrjVHCi2RTYMZHf2wwyAxOiOFQRRQRIvXibFvKcuaoR+pFhX4jigklsyYEsE7EIFxSGQrECKhlCWsR67uddSf+kMeuHwn8Wc7jt78pUACWeGvdjQXbuPwkTnPmJHl3h3s1g9CMPTWoZ2cpp2lQZmSw7piWTa89g1fyp23X6RRDVGWuGQZfIccLCfRsfYj3dUzTh57nMevn/F02pCcoDMR4TyZAnAsV3dx4dJr+Mq/+CYO3/I2rv/qR1j/wUeI+gK9fpqmOuATf+1biRZCHHjfr/xDLtR7nMSR+fJ54LbkmBAiIkOeqLnakkPAmJp2N06vqZP0oiClCEERSLi8QwgozAJNZnE449mjI2ZVzdh7rDbkWWYcHEpKRgWV26HKQ5LwLE1DdoFmPpmpbDHl4nwI+LZHzgvqu78E/9gH8KHA3v9rjHIf/9xT6LpGZei6iNx0VLJmlx0LU9H2u8/rmvEFsXBlwLhEHCK+5FxKaaevK4sSkpwiw2Zy7HUiTliQfsBKS1HOCV7gfItSEqsUqtR81V/9Nn7lR36Kwmr6fgdKMLie3g0UyjKOI8JYqgtz0t4ddE8+xGB2CGdQappCaWVouw1KGZQyFEVFjCNDDMzKSaVW24YgA528we9821fz0VvuZjx5kpvtFsNk+ClnDevNKWenxxT1AqECPg4Ileh7R641N64+R6kVKcCAY7Zc0G9a8InZbEbKji4E+vY6z80Oud6fsLjzEidtz2dZ44YVQ1lQ9Int0E1CBVuQ3UA/JnJQeD91ONN51Sl0DtMYoihACcKwo9xbkQTIozVtIVDjjsrPCdVltv4GdSwopKCXAZsFZnXIZnOCVZIYHbqoGbdbBg37s4Z2GBmdQynFxcuXePLJJ5nPG7I1012mFBA8AjktVDGjFNiioOv8pNeKaXL8GYWJie3RI2y1YhSR/vhRHj9+msP/6CuQVez3jAAAIABJREFUOmHbDdtnr7LxJ9g0Mr/9buz4DLuoyKObDD5SkMaestRY23DLrZd5/gvvYNckYuc5eG7NrnF0DKTBs/UV65vHPP3xj3H/+3+R626HCwIpa6ow0A4OUwt0r7lysMf3vPvvwvOu8Pvf+VP86/f+HFfbq4ihZSkW9K3jD8R7KcWKqC0pJo76M3ScI9JNOiRZZkRR4IYJ8dTtdtPOePSUlcZFg8sJLcDOFvTdBmMsOSjsfBKBuBw4Otuxt1hOr7/IlDGzSQFTTjBAkQLIjLGGnRxomJOEo+22U44MjUwRawp6lymkpTt+iFmwNPMa+hqftmQEjVmx3k2DCSEGsA1iLRikI6fP71HxC2LhImeihDMbqE/XRGswO0+5t2IwipgcY/CgNEHIqZM3jpiyAgTD0IHUeOmQdYPLidB2/PJ7fhq9gNRnimICDfZDR7MoGHYd2lj64Ml9oAufZWkiSTcTqypnFvViEmTYEiklwzBtlUujqbUkGsUiKW5dLHjkbE3eKvoLJd3Rk8TsCPGMmGqUClOK2Bhy8CghkMAwDNPdkfMoaQhpRyjUlMD3mXYMWBcpZjXr7QYtBaVtCFJwejyQr1ykWxbc/5lP06HZ+g7lE+twirYVo8uIaKlrifc9UkxokqkQnSdPXlEx9oGcBapSkEZ829HvJtvP0knaxYqjYUD3z1GNiWgbitmcYb1lB4juGlpq8BlLgUCRC00dM95FcNPlv/eeq88+x4VLV2hPzohWUkqDlQnvR6KQlEbQK5AxEu10HFXKTtIHF0hINr6n6SGKRC9Oeewlb+LFz/4R/a/1HL3ui1h++in02QP4qLH6kCce/7dcHlcIO1IWBucTzXzBsFtTzRpuX8158Wtezqxc0l0bcMefoVUec/lu3C0voOtb8mfu47Mf/gCPfvJ+Hh3OcNIS5MDzykOe94a3Ih94jAef/T2e044rexfIT3se+NFf5Fd+75d5bv04m811gnQkUWJliegsa39CZQ1GeUz9fLr2fpyWSJen31MEkxU+TaINmLhpznVkJdFKEryg67rJ5ekjTT1j8APZB2RlUckwjOOELapLBh/Ragq7WiRCgLQRGR0Xq33avMG7EakyxPPKHECOZCvw0bEcLRsJNoz0QlIqNSGhj49p5g1tlIguEeLAfukYZYEX7vO6ZHxBlKy1ktnWGqMMKUSyyJjCMvoA3cj+3iGjH2idQ0SBmFnEdOGDiJlcWHAD5AhUWJXZqoE9N6MzAfXHvyg5ESGwYOQMUSq6ECg3HhYaEZnKzWLiU63KGmE0212LUgJjDCkFDlYXOdttSc4jU0Y3ChcCSlccyJp0z+sQj3ySbXGR/uYHGAZFaSu0VXRphG76j4xU0yTPlox4DJZWOezopzZBuYfIIyFphMjM54o4OnShUWbGq6slUuzzxPZhti5zZkdkn+lthe5GdgTKLBFZ0g07bDFDF4IQB5QPUzJcF5Qqs11vMcsV5SDppSPiIAnKrEnCU+8dcnrSkd/xVvKv/+ZUhCdT5Qncl+LUjRM5gahIY4cvFEVSNFWN1IKTzRpTFhAiJkS2MqKHgDEFkYyXmpkKdFlTpszI5AFIPqG1pGt7rLJcuedFrJ96Bu9O2Nu7Qrf3Ig6HLaoOLLiXp9v34c4GEgWIE7K6nS49wipeIuXAGEaULpHBcbCoecPdL2G1X5O6js71VFuFnyskklwWxJR46tmnuLre4sbMOmxRi32er27nzf/wn/GGN70CxSnf95Zv4LmTP2S3WFDmy1TFyLUbIy49TZc9RazJRiG6LeuqQu2OyVTIypFe+Tco/+jHiEDOakrVFyUmQj9MvC2tzwcuOWNLQ9c5qrLBFhI3JhCJGMdpERt61HKO6j1ZCvzoELPpe4Rtxzg6am0QWmGaitvqS9x76yv4pU/+AjbvkYQjeYcpK+LoiTmRdUKJRPCK0kiEajBZcNJumM1Lkh/wVlDVFxjWz1DrfdpuS1EUdH3/eeVxfUHsuDKCuljQbzpEPR1D8hCQUhOrRB89URlSctSVJWVF8MOUTcqSw4sXOD5yxCGhasnYO8So6UvP0PdU2lJIQcyOQUKRJUl7Ytvjc6KsLX7wGCJDSKxmFUEKtn1LkQq0lvioYHS86JVfQvGqN/OCP3qC933mZzmcr9htdsiixBrF6bhDfPbD7E6PUOIpTLFHzmvKSnHaDhiRpqlMdsxShdAlXRxwWqBUQg0BlEb6RBrbKXCqBC70dH2JEpo4evTY8WDK1PqMa4MjkZiNNadxg+pHxuip64ocE8EN2KZAqcTYTyTUrC27KLB5TehnE8RuDLTeYYxCpExRl2y6nrqa0XUd89Qjf/9RRp0xsxLdC3anJ6h5DSkRZKaRNaOMxKhZlgvisKUs5pydXYOQQSRyEmwcaK1QWjLEdJ41c7RdpioFPmWUBuMio1BUwSH39ognp6zSFW7kh4muYreJCPsUGx/JsWBmPoMeLdlOJqLgDrF2YD88Dycz4WxEFRYpNTlpcix5btfz2PWn2bmepEv8GBBHgqAlfduSETgSY0wYYwjOskhwypob//SfsH7vPSxe8EJefljw4LZie/0mqtlivaVz7YT81gVj6sh9Qpclsmspqvlkns4l9r7/BeclCc+ssXTBQ/b4QiBSQZYCY0t8HBk7T1HVKOvxscVvJbasyHlqoFgpKRczStVw5fm3stdc5v3zC1x48FfZ7kaSKdgrJoXb4BJljvyFd3wbm6ceo2xuw69vYMqCKAw5T4HWlDM5SkxVonOc3mhCiyxK5kqSFFRmxjAG/NkRyBJEmAZDIp2bfj5/jy+MHZfWea9p2CbHopjRDh1VURKkRDDiek8/OJb7e0AiDON5hUBOXGwyqd1h5nNUFEBiDDDmDWVzSNxumDWWwTmyElTlPmfrG9imoA6C7txgrOaGkonfdXb2f2ZPjDH4LEmuZ39xkVN9hD41mEKzXM45Xm+QKdM0c9bdGcYHglXkLkJZEqNHZk+MmouX9lmf9YQ4QKXJXU/VLCehR/TT0XEIhJSxdUXIk0o+9C1VVZzjRRKCkroyDENHHhy6LBg1ZD9dwIaYaGOglBofHVJomqJm7Kd0s2kM696zets/Yfjt78HWEu8zIe4oU4EQGRc8Shmc31HqFVF7RiKqhyImdkvLrA8MQFEahJQIoWCcmOkjUOqI1AvG3RTWlcbhBoWu4lRutjOiD0ijiS7SWYVqe5SxCKVgcKhK0X7DX+Lw3f+cXmX8GLkyW3CaHe2wY3XLXcxnC9rrz7F3cBdpe42y0NTA0s44uLJEjob10MK243rccLZrueXKbdy4+iSpmHF0dERVlhPXXklEiEgjSCFCtaBfTzuHQCaLARcEd1++k7tixcqA33quNiOP3LxObwwueILziJgwTQUwxTrUFGUIKVIUZqJShEiSGRkVRmU2u5a6rEgxIrVAR0mQjjEbqnIxkSWSn4i2xSTXBTmJVZQ4t5J7jNJYXRBEgXzeGxie+nWaQZFK6MceLTWFLBFVwVff+U4+cu2DnG6v0gLtuKMoDMkHXIBCKEY/kDXIqJg3M4bsyC7QlYl7X/JOdNjw6Qc/gEkBIQQzZdn0O0w5o12vSTF93nZcXxALl1QqH+7PEazwww36wWGqmuXyEuujG6gqETwIIbDldJz00SGEYnATv0rkiWEuksBqNTXsteHs7AxVzlDGoeVyIk8Ej92fMZx2uDEwW9V0XceqrjjtRlSGup7S9Nvtlqoq2O0muYYMiY3qKfKKUjtCtoTzLpmUFVEMjG0km4yxCrfrWZQzOt8Tg6BYNfi+o9AF/W6gmS3YrI+5ZXXAs6cnJC0olEEpAdEjYiDqCqPkFO+4cJFut0bmAlNYhnFElhl8ZrdZU+iKUU+vie0SzghyTJMQ5PiM/dWK0zRis6ZwgW0xTReH3pHFDilKhNRIo6dalYuU0nCajzDVitSfsWcWrK1i1icylqA8wzCgEUQBIY9IYM/u4Sz4fsC5AaMrtI5UF+/AylvYPHcfKIkbdxRFRde1UGu001P/UwZsTjhTEYaEUAk7ekRREMVAEjWLokAKS+/XvPBlb6Q9fpLGKw5i5p4X3cHLXvUqiuffBr7l9HTDyQM3uHbtaZ64ecL17VWcU6zHY7IQyPPYRsyGoe+ZlQWqKmiHHjeMFMacB3XbCVJpKrYF2H6YsmBuYJwvkf1IFvo8ljIQwzRV7seJ5V6ZgtPtGqXU5+InKSW6bcdiXhOyRuUJtZNFQmfPTs1oqprd2XVynljwo3cg9bSLDZnCWLqune7vuh1VWSIUjGGLNnNEO5BmM0zUbLpJquLdwGE1p6lv5azoOX3qUcpqQUjxfJBj0WVFdzZ5EISCqqjZnK2x8xIZEkbAm7/r3WyO7ueD7/7HhOxoyobdZosqK3SCtmtJKf+HtXDZep7NvMaf3cTWJUYoquWco5snLAyMtkC6jBum7FZhakbfUc2qaTI4RJyZPHrJGPA9PgZyXiLsBlKDsAM6HjKOp9SzBtftkIWCMSGLifldz0v6kx3ZmAltqzXWWrquY1YWDCIhc0K0kXCpojoJeDuJW7NKCFmj7Ui7ieicGJXkRatbODYdm/UZcefR8xI6KKyEoefF996D2ruF+z/8IaTJ5OjpnSAbRdnMyD4jfMd4juHR2eDChlWzR06CgAA1UjQLaDvWmAlg6HpSafBtS2UalFVkIuM4MisXnPmbSLGHHQPZOsbRMWv2Gf0JZEMiE0KgsTUmwjpkVJiO78YYZKnZdDeZVXOE1AQXkUMEOxEN6nrB6s57EFny9AMfIcsRpWcMu46mrChnmrQ9pYsVFAXd2QZRChoSUQl6HzHWokICadmFM5ZqRsLSkSgMVLFiZ28ihpLVXoH0Cmsno/gX79/BG//iO5i/8mUUzYwiCYbtGeHp53jqmWd44oN/xOPHN/l0+wT9BrbtKSOJsl6x606x1URlFXVB7SVdGCa+VVEw5kitNb0bESPIMdHta2ZJYYo5edyQRIEyktP1EQerA7Zn68m6rRV+dJSzSS2nlMKlTGMMIWayiuQcUGna4Sil0Eqy97x3cPXxX8O6kqh6xiCREmaVwWcgTm/UUmR2w46mbCZYplK0OaKNQfiIEhZFj5IWlyaQpg76/+DuzWNlT9P6vs+7/taqs92lu283PT09S880y7DNDAxkEhlsILESELaIIHYSWQ4kf1gyVkLsCEfKHyEkVhIJCxwsRyFYJI6EhSUSAhmwB2QPjlmHaRhmhu6e3u56lqr6Le+eP97TDbJkYVkdM3JJVzr33Hvr1jmn6lfP+zzf5/PhuC9czoIiIyIGjLW4xZNjRBqJi4lx2GJN7csqpVivkUAbtWHtLmn8TXb+AcOwwS2ecdwyl4jMgWU/k95GHtcXBHM+rhMcdihpYCm4w8z+4Z7OK1wM6NCSg0f8G3/6ej2oYI3Cz5CCB2sx2bCGTHARnwExkJtIQ4OUmTRFgrvANJrdbge6QUSJMhrnVqRtuDjf0Ww2OD9hTSWDtiSErfkklSJr0AxPPM4TbmAZNF1uccVjhCa7xBIlJSV009JJuCwL0909ymdM06EDCDKhSOhHPv/aG3zuU79GlJkiLT629O2AUZpGSub5ApqOXm+QWZB1oGsHkipMcU8sE2kJTPsZpzRbVTjsr/Ax04ZUm6nJk6OvkyXbEtIBHSS9yAgVEULTKE2cV9KiIBSiD1jTshZBUJJGCprBIIdCVnuWwwOGdkugqQMKKZkJrCJSBoHQnuOieP4DX0tzYyAEh5lWhuMtj3c9X15OGbrHcG2gsZJmo1ExEqSg6FvE93wEs86YWHDrAcWGRcwkd0CFmUYIrtxDwqxIpVDEEdH0xKxp5cDtO3fYPvs0t564w+nz72H77FOcfel7Ofr6r+bZ97+fO89/EdtOo8QWjKI7OsW0DbFkdNNihQHdwO7Ao/0V2jZkqdjvJuISmA4OUSQMknLcYoMgKoVfZh4+/2Xom7fJUtE3J+ymmaw1RkAIDqEgx4DICZ1B4FmWhZIjQ9tgysjYSaS+iWrAJ8l89x+hoiCpBdudoLqEbqoAhJQpKSJUPY5a2zIdFrz3lYcWGgYBUUqM9PTF4rcnWNEgXOb4pOPh1UTwe7KvdvbDvKBbC1pUrZqWRGSl55ZUL7IpYVvDTs5ENxBVoOs2OBcoAnw6oGIEHynpjyA5///3TUpJoyT90CJ6w4nsED/4d2hu3qI3HSFdoBEsb7xGK1oO88SyeoQoNLY2GU1joUhAY01PcQ6VqvBUomibDVl7lgCtNrTWENaFEBy3bj1TpRhF4/yO8eQWuttCmngoDb0ZKE2HT4LHT89IyXLzB/8mZ/0G3y6MouV9N97J8899FH05XfsJDUCt3KxCtw0lOYKqOvsi6oXs4mrh8sohlKk0gA6cLSij2Z1f8PjxTYzShOiqQiwLRJHkEBn7DUpoVNMydgpy5PxQQXbGKJyPuACmadBoZIDsA6tPKN0TykwsVXEmrhPl1mqk6uibEZ0lNmWCTxQcKQWsGiAMGDmwTge09nRNSxKwPRo5aluEE1w9POflF3+TL/EH/sq//33oTjE1Cj1d8v1f+5381Z//aQZjsN4SpgUStXJDkIPg6OXfYhZ91c13AybuEc99M6GpkLzD6rBtj6WiYdzhihQDpmnps6C9dRPZb2lunWEbzebxE06ffoqb730f40c/zFNf+TWcPvkUjw8tth8pSpAF5FIjKnNaa2+ytchGMc8HtITN0CFEQajauhBZkkKsKjxXs1Lmd3+L3Ruvcbk+qtlCCkIUohZIXX2FLkSE1CBlpaPKQt+3XF3sKI3jsA9kOzPEjk031jedxmK6lv7mczRdj9VHFLEBJEoZ9tOCveZpdcPIMG4xtkXoQA6Bp26/Cyc7FtOQL94gyYhQnqvLibbvMMagdT22DpsNpdSqW0rNzW4AN5NKpT6E6BiGAWUbNAItc6WuimrqUjKTU/26C9U8/rZeM97We/sXvOWSiaIQU2KdZh4NAvmXv4uwf5W9L4jmCKF7br30Gyid2G6PAUgi4GIix1Q9cTogmFmmPbY1tNowjkeIkipbKGl0jgilKNNMMJIsJJcPHxJCotuOiKZBNxsWVkRSbIsnEyjLhJaCXb4Ef8EL3/vtnF/s2YgN6uZNfuWVz/C5z36M0Hf0fV+faKYiooNIkGAYBvScOD4+ZdO1aFkv2l0LMflKpFgyLDNxnWhGy/31grgcUDKyrgeICbQkCskaExFB0fDw0QWhZLanJwgp6zttYxj6Abfsmf1MzLW60ViMUuRUp3paSKbVXeNvEmYrWNMCWpGExmwHmqEnUXDTTOkcsjccndym18dc7VZE0RjRUJIk+Jk1BdY286u/+DG6976HG+0tzmTP8WN3+OT+Lr/9l38CJz2taf/AAq8k50xT7uFSRDULKRWaksm6Q/7az9fRfopYrSmpTqpi9AxHJ/T9pjotKYQ5kdaAv9gxGss2K06ypDGCzWbg6JnHOXn8NsZY3LSHnOh0X0Utc0DbntYM9cinFFrW6j9dr9eEFAkh4aZAbjQiRaJ37GXgWFicT+jJYxtRm+ghkwUEXflUVeRq6vS36xj6lv10QNuGdUmoYeDo7D2sxhDTxLpe1ddKiOxe/QTyoCCseHeXEAKlVERPzImSIssysd/vca5WzqTCg9c/RaPqCo8pmuQiyQtiqrq6nKsOT2lNKTVLZrQm5Yy+Kdk+NpJj9U8OXYtQinXxmGagG4e61iUlxlasj9Z1MFVp7v8qmqyFQLUdOUMnLCUuSL9jNpphO6B84GKaWGRkoeFwONB0Q/2B5fpElEKTcotmpLMG1dqKzZ2qpVjLjEoNQ0OdurQVjLfGgjcLbb9l2Z+TJ1DJsl0KY9sR04yfPV7q2ojez8x+pY0Nao3sTM987w2aXMitoZEd0zQRYySlVNnxLuGzgNmRhoGrywm/OnaXFzVXtEQUAoRDyJUsK4NpsFvEKkFaaBqcVMh+wzLNyFyqgzFnWBe6ZqSVlri7oh8HtJXM047oVzoz0GxOaTenzJOnlIUQrsghI8WEEIW2GwBIOTNfJHIQpBzoB8npnZvotqMifCR5iqgi2U87fFmQBkRwrPOOab1iHjZs7BHroys+/sYL/Fff+5+wPjznI9/8H6Jzy//0T/4u3/eJH+DBtKNLK1EkVKMRChCZc6mQbiHMLQ/KHp3h5hfdIaEYV4GPAZlBS0Wk9j5dtiSpCeuCU5nwYMfV3Qesr79OnhecViwy4MOecn4gGs0X3X4HR/Yxjs62yEYRSt1ZbTQgIqIO/etCfs4gBPt1JpUMCmzbVG/jfmHvFlqtsD7ycLmgcSvNMDBNawVcWkMSkrFUMq5SAmUFWWTCvBJjBCVRjaVVPblEdq//Lmt4xLpKKBX3rJXEyY4YruiMJGEZxxHvfTVk50wub1qwB4QWyGFgVZmSR3JakGKPLxKjK8ZISvDe0/YDy+LIFPb7PcbUDZJx6EgPC/NDj4sO7xw5Z1Y3116olOwPc91pDJn+5Ca6aUmxkGK1Yv0rWXGJUgiTY5lmis30ektC0YqGshYEhqOuw/kd2tUjy+rqaoHVEkFDYwxWBYRyuFKQpZby/W1NGM+Yo6SYQEgSJRIxZLpxw3Fj0asmzld1lK8zId3nySfexx/7Uz+KbQuiVYztgFQeZTfM2uOMQp117JZ7KNsQpCQuiSwXGiGITUEai0ay3W7J3rFKBbPD60jWmmYz0J30FJ3RUuGdwGJ44sn30Q0t51dvYI1BK0WOgm0rCftLuqMNojF0WWKMQgnJ4QNfQRx71nCoSWoPzfYIUuZyjbz77Dbv/7ZvQyLwyWLUFojEDIdBsM0CERJdpxiPWrSRyKxZDhNt2rJ6gRORthOc3nqakqBVINyMLIF27FGdoWAx00y0gqQEU8pc7l/FbTt+9v/4Ie5fvoIdNa9fCg7GcnUtM6UUQii0cmCrDMkKlIk02jKnlfsvvY5qYTWZRo7YplrEx0Zx59aTKDeBPGW49TzG3ORuEDx45Q0uHu5549OvcHHvAf7RwuX5wrzbo6aMbwyd1eRgkb5DR4/UApqGRg1Ia1j3C4NpaJsRGQIb3SCEIheBL44gHdJqDIVVgLZbmqhpjlpKFijbY3pbDVS7A6YTLN5hTEN2hU2/QZmKuJap4Pd7tMrEecU00EQLKtMMLUuIoHpsdGAa1pyRCJac0VaxrBNq26N0S3EBZ2GwPevuAhEFQq3EmCmxoWsMSlu0qabvrrUsy8R4fET0gTu3btZIkBBcXDxiDguZQN8eYaytfohQrUllqdz83jQMXUugGthz8LS2ryDHt3kG+AUxVVRKFXstoLRWomTVcS1+YVkcxlqKVKgM7/uSb+Bzv/3/4H2kMx3kzHk60On6rtO2mmmaaG2HKZXIYAU4JJ3OSNkzT/uqXzJNHeNbxbwcGPuBdVrROdOcbpnvXyC6Y+LqePLObXZpxVwmPvDhL+M3/99PsEsCLyc61eFcQGt7nW5eMN2I2+8RrUDRU4THucDJ9ibL/j4KQ8kCFPUKEBMlSSAi7RkhPiA4x8l4xmGdgSqytdbWkb01dCjWdaYxPWGaSFrTaccUaq3QNA3rfmKzvUFhoaSew3oFCTatYC6RTo8ILDf//Pfw8g/9lxR1SvGVwa+EZVl3bDZbetey5j1f913fx4u//mu8+Hu/hDTQ+MyD/Z6h61jdHq0ajJYIUTHPpgjscEzfjzx89Aon/Q1OTwyzm/Gr4fWLS1ojkdTmbc75mspBxdjkTNuPuGVClPoioy9on+icIH/oa+CT/xDd3sGenWHGd/OkPvCBj/wJ3vG+Z9lsC8dtR28UpZO0LuOmieXqkpd/4wV+45/8Oi9c3GdXJu5f7tCqY93fY50d1lqQpcYaUkVoJ1/oVc8SZ4SFZfVYKWhUVyuxWCe86zKhTZ34NUoSvKd0FnN9ZHQx0ClDUoJcCviKbBbGMi8HcogYKeBkQFw5pAJr2opqKvn6WAddN7C7OnDziXfhlx3r4S5ZNfS6JTpPFlCMYA4LR+MGN9Wl+qYkZgTb5oSU9qzrjDYNoYDRW7RyLOGSjTpmCgtCiOobEAolAKqJShhNch7TaEpJTOtCIwxSFrIwSAqBTFzC2+pV/MKouKTgxq0TSgm4dWXZXdTjUIRNP5AWh1r2SKn5nV//GaIoFA1JJ3brjo0ckUvguGuQJXK03WKtZXEHrO0xQ4csKyTNfrlCqPplh+joxw1aGo76LQrFMGzQ3ZZOjbRGk/tM20gerOdo07PpFe/7hq8hSAElMLSb2h8QCRcXDocdQhmEbdFtPcI+/tRT1auXA2m+rBp2JckGihLE5PDJUUqg3bR4t8eKQm8eZz870KKm2TGsweOco1WGaVneaqBGZmbpWGeFMQ3CWJIPSCnZLXvW1aPSQlaJdlPDqiYb2hunZDtz+ZP/C3eeexaG6+ar96zrijGWKQfWFtTNW+hnPsL6+gu0wxF+v2fnCn3Tk33ECE3b9szLQigQlcFbS1hWjjaP06aWQ9jx4KW7XHi42j1ESbBvHnFyNdzk6GsQNBfIhTBPlatWEkXDkdhANzILA4cVJW+wqCsOdz9PfuMfcLs9w0iJH4/ZPPk+ePa9PNAD93/vAS+/+Apv/M6LvPTp13jtAVydPEd+z7dQTr+eYXOM95fE2fPYjZuoAjoVSsi0UmKRHG9P2MXrFZfVc9TWHcJSShW4XIuJm6apS+4ZQgiEGKv5KUZKkhx3x6Smxe891kjavsHHxDqtVWxrO0x/xHKx1ouFUvhQmWlvAv20rhPybjgmtqeI/hirGrRuEe95EpEiB3GgkQITBdPFHiLoriHKyr6fw0zKGdt0KKVorUaUFRcSw2YklVLlGW3FJcUYqxVcqeucWsC2DdO0oFRDZwe6oUVojReCtmnQqn3bsTZfGBWX1qXfjMhcSGvEtoXctMzne2Tf0G965os9nRJMwjJcr8BA74TEAAAgAElEQVSswdG3liVnrFAIu8UOJ8RHr4MRaJlYvKJd9iynZ9i4J3OEKJES6mJq2x9TlonDPKOMJieJPj7BHM5xTaTxA5OeaiQj7Wg3j9H4A0m17P0l3nScyJ4kr5uiB4e1iZRz5eAHh9GKlBV9NzIdDgxH20qmLFXL3kjLfp7YtFt2aeLmu76G5eVPItPK6h3CNmgKSg4c1nOMNEgUPjpOT09ZHj1CdD2ybTlcRbajYcajfG3aSm2Z9ytiEDS5HqMNltRYRIrktiBmzWEsbC4ycqiV3NAfEdPKnBJimTk7egKlHA/9Wqu2IDjIHdqekFxNVdvhlPVwQVwSm80RxUXsRjCtM0UZsnfIoCnf8K20P/v3WI4STVQAzPNKyQpjC0rURr0QiiXOjO0xUhRimElKcvuxG7z84kOMSjTdAElB8WyHU777e/5HHly+hHz8KR4/O8O+6wm4e4+Hv/nrrP4Cv/ccXnmRyzfu8WJcOD/cZb56gMuSznYs8wHVNeyuLhhMtfuIkigyI/WA8wuNsYSYsV3PfHiIkpKkBEpojvoR7xzTvNJttrh4IOdMnyXRKnKoJh+LrNkx2ZJVQpSIzhmX69DG58IgNEU3OF/7pn3f41Nk7Hr2+30FQlpNnCK6lcxpoh+2cB5Q256r5YreNiSXKAKyVChRiDmz1YYFh0sJlSXRB4xVKCFQ7cjJjS/j3msfx5rNWzDJN3tpfg30fY9QksM8c7w5Zj4sSCQtiWgki9EMoq6ZHaaF/C/TZC2EeC9V/Prm7Z3A9wM/xtslhNWqbE+O6ijcO1QqCNWQWtCu7hhOudCWzOa4Y3exYlvD4h1ZCvLiGIcOTI9sNiznrxFywiqLwJDiTNNZDnNksII5egZbNef+ml1Pzti+g5jw60IRFSndNy2Juka0ritDN5JzBCRLXGmEYM6BzbDFh0S7GYi7K47PHuP+G/cwnaLEAmSk0QSfUEeGx4/fzeuvvkBcAlKLegREvnUsMY0kxYgVhiglya1olSkYpJEYY1gOUz3qyoZcVlTTEog0SxVUHB2dINZEVHVqpFVP1yuGzRm780c1O1ZKFbnuH2FMQ4gLQrQI5fGxkEp9DKRMO1SAY4z143l/wHQtY2e5ON9h2iPSOqN1tdqEsWUoLVOcKo0zZLTIyOMNovRk9wZOdhyLWrU4HxEmcXATttnQRInQldMfY0a29UJbn2JVaweZvq0vrLExqOExntj0PP2nvp/2zm2Gj3yQ+LM/z/7FT2I+91ucn7/EVRKE81dxueMivYRm5HK/J0ZobXNdqVu8A21gDR4jBZL6fU65HtGmGAnLSt/YOqnrqqJ+cfVnkYJHpLrkL65R0Z2x+CQpYkYIQcPAJBe6KRLaHuSEKi1+dUhJpfAWUEtAtJll0ViTydJcJ9vVW9PAxg4cpnOONsfsD+eYriMmhTWCPHl8p7EuI1UdwqSSMabBLWvtMwKpZKRKaNXw1HDMl3zL9/KLP/XX2PtLpmnhZHyMeHmXSWXKYOjElig9J1GxL45j2xEO97hMLbK10AqKkyz7q7dVCPuH1m+llE+XUj5QSvkA8JXUi9HfpZp+PlZKeTfwMX7f/PPNwLuvf/154If/sP8jlYKP0C0BYTLJKpLJBDeTw0RwkUYrlG45P3hyo3EhISL0SdENNXMSDjvK4RyATrdVJW8Vw3CEWysZVasWq1rmsBDXBY8muxWRE8sykY0gUxBaYW2LD4l1nZHCVu57mJG2wVNHv0JcM8N8QvrEcn5FUoL7r71CM1r8PNVegK5VRdd1mMuVb/qT38N3f+ePcGczom3L0clZ1Wk1HZrEPM+QYN07TMrVwJwVRdSIxeXlJcoahJVIpbCtRmWw2dCdHdM/8QS+b4miRgbGcUTpgnOBB4/u4txC9IGx7ZjWhe1RR4oLttWsooYXt92AyYqSMsZaFheQuWKfnY9VzOsS6wFyFGiVEXJlyQtOWcR04JEVhGnBisLQtWQK1mXSukOEAavrUAOZ2Ny4yZojN8oJm9SwuoDLXcW1HJ2itSUJDVlc28Yl0ti6e5cD2bSQHVcq88rLn+Xy5hfx8K/9CC/8xI/zuZ/5W7zwuU9xfvGIq4uXeWUNXOWCHT7Ao4sLoFZ4IVUyyLqupJTqBUkqhFD4uCCFRlnF7GZKKWw3W6JbMaIOSZAVSCll7dfFXHDB43w91k/LTC4OkiQuhX33kHeZHm8cY8oMtmeeD9XJWWp/bTGBfmyYjp9DyqU+P0W5xiMplBKkFHBuQSmBCzONOSOuIMREXiIxZ5SrPaogZXVdWnst/VU0TYMQoh5D3YBMV/SnH+HFn/zfmdYdKSWaRnFY7nNo6xvtkd7Si8yNMuKbwNmNWxydPsO9v/5zPGUsVgSK05RY/mib80KIPw781VLKR4QQnwb+9VLKG9eWn79fSnmvEOJvXH/8E9f/5q2/98+6X6l1ObEDB5E4Hjfs3Z68LAhpiRRuHG15cPWIvhkxm2PKg/sEI2sfJyUsklTi9ZqKp++3OOdAZXQjKQtVypk9aYl0/Yi29Z1q9ZGiJUf9Fne5J6uKs9XWskwTm2FkcdV2MwxD7fs0umKMgTk5GqWZgkOmUhuuEoqPqNYiC2g0uUTmZeH4+JR12fH06VeBvMdL60twsG9+JwCIoi7XUjRjv4Gw1kGFK5SSOL19Ez8thGWm5Ey72RLiQvIFckKbjmmdMDEgzzo2auTqak/TKGKQxLQytB0hJ9yyMrYNzz59i09/5g3WIugHXUfbaHxa6l6cc3TGctYOXCwe2daLcs4Z1SpSyixrxMhE2o6cLBpnA8oeEeaFlA5Y25JyBp+rK3LYkNYD+4NDGsmma+lkw3lZMBcTZWgQyYPpMM3AsrvCqhq4DWm9DmUOLNGzUQIRDUVkYoYTJWg3T3LOSwz2MYJbiDkQtKJdKq10l+6jGVjDilXVpO5CIIcF5zzWDEiZ0dYwTQtag5QWoxtSdhRZKCGgmo4wLejGEn2ogmAhKt5aaIbecn5+Ttv2BFdJus8+98d55fwzlEcXLO/9Gg4338Pjv/Q/cBl3WLmpC9nG4EtibAYu5gt6tgSjUXmq0QlqGNmFGpqNMVPwIBo6U+3i+92EagzdZiTPrkqGi4SSMLKKZotQGCGv2wqK0vTk/UJnBQ/FzFFRBF+rOmtrBdjalRtPPM/pjQ3dOz/IWFZOz94L917gjQf3ePjSS+wv7vLG/oLj7Qmv332NEP4lmqz/qdt3AD9x/fHbJ4QthTgWzrqWw8nAnac+yPf8e3+FD3/Fn2Z47CtZ/cI4DpQUuXh4yb5JRFunNWpeSSKxOTpmmVaMaDjsrghJgDfISaN1S/A1oHe0PUEo8LNnHx2jiGw6y6PzN5BNjTH0bUf0/ro5LIg+0fWmxi9MX52LqVQ92o2bZJcYPIymITcaHOi+J0wLS87MfkX3bc2WURBZctk+4o39IwZ/A0dgTY6iq/EYap7NzxOPdueswZNkQWtJ3ync5YRIkIsCpZmXHaFUV2LTK0oMdI3CHB+z8Rvmw4REEIPHGoMSmhwiRWZ0pzGq5fJhwXbH6I2iKIsQhta0NFITJzB6IEvFYZ4ZGsvl1TmrXzCNRhXBoAc27RGD3XLHnrHIlegK+XBJzoWhackuobKuMD3R4NY922aDNXDz5DZnNzq+/Is/wBfffJ4P/dCP0aqeW+OTxAgeCFIzSTjME01rscaw7A90tvAVf/HHeOYrP4rSmU1zxKVpeSO+Sl7OuLr/eUJwuKLJe8fr4ZxD9rTyMUJeGYa617eua63cQ+Ds7LQuQRtTj9lak0W5nkRfEVaHO3h0saw51slgrpPcFCKkiNUGoyzxmi8nVO2D3br1DK/97s9Qri64PNxl84mf4+wX/xuWTrC4jkJis9nUoK1pObg9Rm0pjcPI8xqvyRVO2bZ9xV+vnpygbTpunt5iSROzjHSP30FRmKY9pkRScMTVUWLCRUcsGSFrBef9So4Btb/C68TkD7y7u4OQDbbRCBmZ1ys2IvDOb/oz6Ahf+u6v4hu/8Tv48Ae+nPd/9Dm+7N/6t/nqr/ow73v6HZyMd9Byxi17ytssy/jnrriuDT+vA8+XUu4JIS5LKcd/4M8vSiknQoifBv7rUsovXX/+Y8B/Wkr5lX/WfSutS9dUIcF5f4svPnuaq3VivvsbKLElygNJabQrNd+jLdkVfHF0piXnkdnfQ+m6LqIaQ5aCZVk4OTnB3b8id4KlRDqtEFliZM8cryoGZxi5c/IEnzu5wfalT6Jswxo87brgU0DphrazTPOKd5lhOyBz4XI+YJSmsx2zm1HizV6WJS6OpmtZ4sI4HDHtPWOratpdCEwMFDQoWBbHuGlr41PIt5ZxrbVcnFdeeI6FruvQoud8voc2BisalNAsfoe4pjmsh4XtWNXnu90lWutr6im4FJERbN/h1xljDKa32KKZlgNCGxCKuC41AX29thTXiLSaUgLR1/xS13WV5ro5Jjy6ZDjasHpP9J5I4fT4hP3hiqExXBGRQdL6BV8a2rauFSm/50N/7pv4+I99jBQLR03h7OQGF3vP/mKl2xy4yBrlJc45jjaba1yL5Wo6YJR4KyD51V//H+CQ/OJP//e07Yiyit1ux9BsWPOECBrbtaxpoRWm0jBkoQgQBbSUIAIZRcqSsR+I4Qq/KhqrmaaFbtPjsqcXtlJkZX1c5EISNR+YAtimI8SlthCUwUeHKgIXVnTXIIMksmK0RlEjF1aAx5BE4LCfsY2k0Q3ZZ2SnKfF6u0AavPBY3TBdLfT9CNfgyxQ8jbWIKAki0KsNUVf5bF3EzsiS2M8rp8cnrFEQjSPPoS52J4kwkJdAYzc0p1tiO7LefRkpLLbRuLigDo7tO5/gK97xYb7uL/0XbJaF8SiwORvZtxsO+4kH//g3+aX/7W9x9zOf5bV54nJ3RfwjAgl+M/CrpZR717+/J4R4/A8cFf+FhbAI0Has0YOLV3klrfS24eixp/nQt/5n/OL/9TcJD1/l0h4Yi2JaHLGs3Bge42J3l5PTFr20HJTBloVlmenGgWYcWA975NCSpeREC1I4IIwhhkDb9mgh6VpDEi1PvPIiu3VFrxFdMkkovAzYlFhmhyhgdF2i3s8HjJFokQl+RpWqV3MhY1UdEZMLWmpyWBGiqwiaRtEJy7o6tM7M68TQjGQXkFC38HW19KRUOBlPcWEmyUI2md20p2sHCuk6lSxQQhJLZJoTfX/N1wfM9erGm/0bLQ2bviPIQLoeT6+zYw0ziIahH9hPl1jbIlLEr44kQVqB7jrCKrGjhFWg2w4/Z2QA21u8y2glSTLS2Y4SIkRJ1oo+W5o4c2mOwe0JRlEOl8hx4B/8yM8AkcY03F8dl59/HW179JHi3l5zW23Z5Uu0hODWSutYF7qhxRTFbp1xC/zjj/0oUyq0zRbvZyiCAkQ8MoASkNaJsTMI3bG73NP3lpgDUlr86jBWoKUi5Wp56ruGZAXeL4wnA8thYjTNNc//TR+ouiZmNLgwo2yHkLUYcNlDikhAIpFCIGJGGIEumhAza5ixrUFArbjjzPZ4g1gia4r0vWVdK/Y4hIAvmdG21+HRBe8v0VIjlUZYw7Q6mq5DFUVpE84ZyrKQY0Jbg9SCbrPlsDpEDFAEUliKKOisiDnSH93mfHefs9SwvPQam+NbXFw9RJueRjfob/ounnz1Zb7one/k5Ll3c2ImBh25czRw7945r6ct5fF38uzXfTMPz/82Kiz8Ua78/Lv8/jERqvj1z15//E8LYf+MqLcP888hhJUFfN4TrhaG5oyrcJ9H8SH3Lx/yUz/yF9nd/d1Kdria8DHTS0kTBTE7/sTzX81f+L4fJISVOM8I1cDYsnMLseRKOZAN+XggZMnqC6ZrWcKE33vcslJUz/jtf4HH3vURnnvuW+k2j6GPG4Ru0LFFtx2TX/ElEUqdxHXDBpUryDDrur9lhKK1lrBmUoDVJZRucYtjc2MkiwxroMkrm3e8iyhXTvqblFIwWtcjiTX4psEbwSoi++gqdTJksveUpo7KwxqqILZRCGlp7MC2PyEurubcBCAEKUPMDmslN89O2G4GlmVhGOpuWdM0mK4Hcw236wdEKci2RRmNiZUZH64u6XU9viqliIujlRKZC4dlBjLBeYy2lQHlHOOmJ4pEaQO5O0J++79JKyJpiiitCYcDWA1t3YPs6Su6x0BaHIMQTM0jkBqhDHNwrCkgKaR1YSExio4ue/aLJx0c63xJLFWFppXCSFEnerIQW8uhCObDjtPTY1JKb2nVmqb5/YBlDoxS4LyncY5xHFmnWl0f5pWmb9iOR2hpyEhizqSwsO0HgktMa2W4ddZgVUYYjWhMdVKqClsUyTCaLX27QWtNUZaQBEPbwcHjZEJlmMhvPU5jGsZxJNpAygtkhdGnRKFrbg5RV4bklnWdmOaMJSDIbI62hJJJJHIKaAROZ7QDEwVWtTzx1Ds5e/wdzKvn2LQs84HUSw5+Rvc9axE4KXj8M/eR+Yrp9pdS4p7h5AyP4eLBHmyHzBBefw3TjDz5xHuvked/BBcuIUQPfCPwk3/g0z8AfKMQ4jPXf/YD15//P6nS2M8CPwr8x3/Y/ScKORnQhsPuHm0ZsQ+n6x/wDLNjiRE1NAgZcTpRupG07nj6mWf4vV/4OKYIRtsTONRVmAzrNNMNPWGdGO/eR26gbQzz5YFx7Nlsj8mN5mL3GvYf/QLf+MN/mz/58b/OUx/6FoJP5Hgga0eYFlplMEiGxjIfJkIIkBUxQCMMJVFL+l7TtxqlCkmEyvqylunuXaxImNMB8+wH6ZzGOMNVuiCKhA8Ba21dik2WPHnkGuh8oXiYKWyPT5AHh/cRcqlHPWNY1j0pLiS30KqCVAZtWxAGIepU1Tu4Op/JHkxruNrvKFLgQ8LPC2MjsYBc6wtALB6RC3LTYU1PSJU2GpWg6xuk97Ta1L7bsMG5XU3bq3rMDsmz+InFTYg1sPgZ83d+nJItJ43hEB1WdwRVJ3axZHAZp6sUo/iVTEK6LSVkxnagoSHNoYYhjWYsCtqGmCTNSUsZe1rV1OcshkZa1t0BRUCGlTFl9G4lJcdhnug2W9ZStwxW75DKMC8LxSiSFXQFYpPZTzMi12lze3ZCiJHdbld3YLXFtgatBKRIbxuM7kjR0KgBlQ0WyXqYUAg6ZdilPXJjWGR9I5rdjA8JimLee/ay4oiGTc+wr67LeZ6x1xskzelzlGIpOLL2tR9pO063R9hSaONd3v8f/be0xxvyaAhG4lVm07W0oVybgXrkEuoaWhuIxfHw7utM5+cIGQnZkWWDjBpD1dyddMfkxfN7lz9Pcjvu/vL/zf6TK5//5c9x//fu8/LB8VsXK/deueDqxi3CdiSNjhzrwvbbefuCCKBqrcrR0ZYZh5gK5nSohpPgEfKUhENax/7Rghos67zjbDwj9QI1F4iOKCwrgW51pN7iphnTH6FjQhlJkpl5XpFFUnTGpELShja15DZhheJ2907+2J/9z/nVv/9TvPDC32M2Eh0O9H7LfnpIaQVWtyAa0AqXMjY5YqlLs0YqfIr468R3SoluaAlhIvmORkUYRj7w9d/Jw099nNfmV5kvLhj1QI6pHlusQaWCcw7VtLSbgbR6ipCIFJniSiOrLKSxmrPtGZ+/9zJoRasN+IrzvUoBIwVt1CTpKQry6sliBDUT/MrNYYvzEfqGZVmQKJKRWJ/fmp76EjjenOH8RC4CGSUheZrGVGRQrinvUkTNxLmVbtgwLTMyrKAM1vRMfsWUgmwURteUuC6C1R3eSmFrqfAKZEi1Wbx4mn6o+GED+TDhYqJSuwXj2LNMMyEk2nGoRAxtCKkgSiKlxHi0hVBIJbMsNTgqJaBN3ZFNiXmd6LuGOHtsO1Jc4iAXToaGdakHTiUsujMkt0AJrOs1o80WlKyp8rA6VFvhlq211fqMpDMSpEIUSEpQ8GyPbyJiZrnzQcJnP4aYM1Jl1uxpsqE77emONnTjES9/6ncQQiGtIYpEXgWGumIW8oIUBlMW5nTEad8h5cqzX/vn+Mwv/DCzVDRCYUTGPfMMetZcfu7XatPfSoZwwNptZbbljNENu3nBmkJvjtiePU0MK1f7TxNXS9seI6Vn03c8+9y3cauduPH0c5w9/yT5yffSXk689tpvMzYnHE4aPvW//s/85q/+PFe7w9va4/qCuHAppcrm7IwUV4Qv7GXkQ7fvcPKX/jt+5we+m0ezxy0T0im6NiKKIQpNbySPHl1htlX2IISAeSGZepxr+2OSm1ncijSavhvp+y337u1QPEQ3p9y+s+HhS3dZesvgLYuZMdbSLwZXGtzhNUJ3RhJXlC//d2h++Sex1oAa0U3Pur9LUbpmjNYagYjrgunamuNZHUfjKbv5LjlmNk/9azz2zIdpH32Gz7z6CfQDj+tnVDPi/UoKE123qRx2WZEitAbtCkYKkq6NYEIipRmRNYVQF7r1NZOsBKQ2hLAwO4GxhceefILXX34F21R0dBYR3XZIYznyhRsnp9z1M+H+Jd5qpAIhCrNbOT06ZVkmlDXIAEEmpmliODomrRGtJX6p9iFDYZo9tmnw4YCUFqUEawx0qqHrR1yuUEPpE8IoshEoBHF1LMHTCoWyBiMV+9VhtSbkgBUK769FwLK+i79ZpUoKIdUQaFxDdXFe56BSyZSUr8OcGe8WpFJ0xrJ4h5Kmho1tw35Z2cpMCBHfKU66x5mWK1JciTnR9iOqZFZXCHGi0LM5qvupKmuKbDA6EwpshpHD+XmNthiFO6yYrqUNiTwM0J+i7r/G2mcIknWJbPqmVuq9RewW0JrZrde0k4Auin7cMO13lCJo25601LWvzc3bzO6KTqwcVonsNWH2GBtJub6J2aNTUJH9w/v1ey4atPY1k4gCJLLVlKQRUdBue+I6c3WxpxkiqQhsadieDNxsKqCxH25w8+yU5s6X4s09bufMSy9/Gq0GPvFzP87lxRXnl7u31fLzBXHh0kaXUfTMzGx0wyoD7//gd3D5qV/jgXpI6zItivN8Tlot/UaxWzy9VYTwBx6/lGQKKnqiFggvEBYEDTnWQKHUFi0zJ5unWNNCd/s9nH/6H7KKyNhaShpIxRFFolkLhz5yGgyXSXDDaHzKfMlXvAvv4bd+97OQF+YiKT7T24YooTiHtLVn0vc98+WOZnPEsnvA8Ph7eGx8jNcuXiDHhLtM9KNgnnwdpadAyZG27zgcDghR8Sf4jG40wTuCqY3/sbc1oKpq4r6IGlo0SXKF49SeEpdHsOlZoqORhlg8Mre0WrGuHhEKDIpx2JLnlUu/1GrHLfR9h1CS7GqfxXQtuHqRNEaxhIihQg6N0izB02lVs1WHCdUU/JrACJSR2KKZl4SyAkPhkANd1kQqIx8fEVoxh4i2CisNa0woGZEFilS0osWlBS1V3ZFblyoTyekahKeJMVdW1DzTGE1IGasNQklW75EKtDEsl7sK2iMjlamVnIZlkpRu5vTkJuIdH+XwK7VDIrImCoNMgbMbRzifWZY9UdaLpCkCYTTrtcEnR0+KK8a2LMFjiqLtO9Yl4pRjkwNpPEHPgiWcY1WPY+XYbDn4ldhJ0vRmXGMmh8TR/8fdm8XatqV3fb/Rz26ttfc+59xzu7rn1r2+tzqXXS6XDQZhGztEBEgwUogSRUJBKMkDEVGiSDwlUZSnSFF4R4qAiAiCkhAaKYQoQGwgNMFY2BXKLper8+1Os5u11mxGn4exq0JIgkGqgOX5dI7WOntvnT3XmN8Y3/f//XZX3JyO2M7R947b6xnVFw5uYH3rt2K/9Ge5Sx6tR+SyYbVH5SvO6ojKldR1dNvCRmXoR/yyYGwj1A5jx7quQI8yASs1a25xunX1jOMDfF2xFJRSlK7ncb3k5R//17j8rs9Q+oj83/4czz74qCGA6jXPPnjOfPuceVlJ8dfawqVVFbuJh4PjZj3zYBsolw+Ar7KeHZ97/RO8vv8Mf+KL/xU7+xJLPWFEGwLso8arlgtclwUzjBA3TsVjk8JMlnUGpwvGSoTRxDwx1Gc8XwV974E92iuGR6+whhds/sxQepb1jBW+3awqI7LmlOGl3nF1dckvP32BILHFiq6FwVmOccMK0yilEpYQcLLQXTxEno9kqUh5ZamVQQiGneU4pyZbSJmIYjKGk18Zp6kNMq4eaSxz8fQIvCjsuon5eOIwPeQ0H4lho+s1QoAOgpu88PqbD0jdwItfvMY4Td4KWSwM/YFSE2vOiDVj980spENG3CNmKG2rJWRlzRGBYtwNrHcnum4ipzabZqpoN+lpxo4OkROLz9gCupekNSGHCalrQ0MXTUwr+/3ANm+I/USfBUVLakxNg7bbkVJA5da9vF2v26Jge0wANSjWeUEoSVUSERJq6NjWtb3PGXwIpBgxArRwDPuJFy9ecLW/YPYrVQgGqalCEctMQiJKJarMY33FzfqCNHTIeQE7UErBysqmCjs58r2f+Rf5+V/669yenlJKoe8mRNoILASf2dkdq1+IojWHzDS0dIXUTRaczqR8SakrUowY+YJQelxnKD4Ses10F0iDwpiebT4ipGZLgsG2ijPEmV5fEJ0nHM/QS8zWU+qGNQPHLmDOlipPjOYxvtxiUyUaTf7c7+PR3/ijPOVE3/cIIUkRlHTkLiKSI20rYgCbLDl7ktzQ+gKVI1VZ9rJwVIJXLl9mJTCdN0LVTBcHlixYlhf461s2VVnmjfQdHED9VbFwKaXqw4dXxHuMSSUga4t3SGV5fdzz6PHn+Nmv/xW2ecPZ1nbftg1D16alVUX5hNHNzBJSpMaE6CxWdtzNL1AITDUwdagtkc+3lKsLxnPiWkZU77jYIH/6B1h/9n+B/gLtb5je/l6efvlLKGHphkwIALrNx8QVJwWhNm2T6Xo6rUg5k2XrjsWwIOyI6y13p2sGO6CMxAnD7XzTxg9QSBEJUmCSggR5aFPeXojfRkAAACAASURBVEPNAVE7cgpMw0hIHqkVyxYY3QB2o/ieXME6wbye6Y3mfD4zmh5pHSIXsrOEnJC1oGtjgc+p4ITCjQPHdcVRiLlilKDEds7k/doO+vu21QthQ6GIobI/TIRU8Osdyg0QAv04fFuqoLVtQMXawr1T59iCb9/DOHJsuTytm3TDONvyc0PPvK5oLxA7sMvG8eIt5ItvoF+5QN954npGuKaUK6VQS8K6nppph+nDRPQzJUtyzpQacMqRa8I5x+o3rFNIetCF4BM9jjsxI7xm96DndH3E6Z5SA9a0URVrLbkUfEnk4OnGifP5zG7YsfiF3jpibAFwUSPeR1IK1JoZhgGVHDFdI156Gf/hc8zk6O0Fdy+eMu17anH4tNKJzBIzIQcGfSDVlb53iJg5G0F/ymSrsJ0h5IQWuvlATUeNAaM6trRgpcU427rMqVW2KSV6Y1tVrwTnsLUzUgndOLAGmEThVE94rlAmode5OTiNbqIZY1uzBNqZn5AMFw+4fvYRy3pGidZxn+f51x7WpgI+Nob8fDpTQrvRt/MNyV/zYv4m7/tCDLdIvTYelQ9cjAdqzeRYUFsh5Uq0Er+uaFqebbs7sS5HJmOYOkeWiXx7zVxXYqcZg8Q8eMCrVy+jfeaFCMSv/DWKuGiGxdmylYnuMGBqpnqFiJl91z6ghka0iCEgZCWFhbu7F8zLXcP0+BnRWYTI+NMJVwRaSoL3+JCwquXFRK2UUBlEB11HMIIuK6K7V5VVRcqBrhsan8sozluzGSURef3Rp3jllcdYG1iODatSU0XLBuVb00ZQTcxpUkamhN9aPMUJRaAQzgEjFYPrMFPP1E14JVtgve+wVjfzTJEo1P3h98TdfGw0iX7CdhMIQ4xNGip0sygnKtpaOm1YthWjOnSBdD7ijMV7T45tIQ3b2raiYW0h7wmy10xvvoGhktwOdXeDkK3igkLZNqxq2OCSMkVL3DhwPh8bWiatSFVwdmRLAeMsMTejePYFJSLb8YwhU3ViXwT9YHnrpR9n6hxS5LbdFALrHHP0xJyQ93YkLTS9tqicsaa7l260/6+UEiUrhv6CcRwRKRDzkdd/+Pficsd0cUlJldsXz3GmI0eI6QW1bMRkGbqRi90FWmeMFqgsWBBMC4RJE0omh0jxkVgL4/7QBo5TQKiGwLGdI8ZIih439GSzIWRkzhl/D5+sMaE6TRHtd15LYEkBGRxdfs6uOpyUZCFJa2w2eaW5OR+5Od3iw0wsG9/85jfaSIq2KGexRvGdnuP6VVFxaa3rfj8xrwvO9YSwkUJkt9tRhST5hX68JByfsnU9Do2orfM1TROiauY0I4zG5cYg78eBm22mt20bVGVjCY3jSFpbx25e7tB0CC0oKeAGR1g39GY4u6ZXmtcj1RpcqBgBRuzIJhBDRhvJspy4sA+Yy0oKC93ksHaPXzdSCKhYsGNTzCtrSLEgvG+5tiKp2YO0SO0I84lh3LHF+X7QcqNTslVzVZLrwtAN5NJsMbUKpLaINTE9VPyb/8p/wR/94/8Rt/GOuEUYeh50E6fllrDFpluvCuEMy/mEtoaqJD61sLVwB+LxBbbr0ELjk29SD9WxLQ3NoqRBC8i5onRtuc5+aqC9khCyQ6vaupRaEVKisxqfGmKHXO4n+RXKaDKZnjZdHn2gsz1FFrZlZdxNxJIp3iC6W7QfOE0rl2tHqJIUF/T+ilFL7m5aSgDZRhRibpPmKTQz97cO8ZVSGOeIyRPWDYmg219Q4pHL6SVSnJuc1e/J8pqsZtbz/YiFEGitWVJDu/iwcrU7sCyBLYTGFQup8d8ozbJTBYfdSPCtIgwhoGRhRfPmS69z++wFUZ2JMSKV4LB/yHw6k9NGVgonO1LacN3Ecr7Gdi18boQDK+mdYl4jo7MczyeMcaiY8LmgO0lBY4Qk5oSWipIycuhRQYBT+OUaqUxLa5SK7psEtohC9p7p8DIXwfBhvGGpM7o0t6QzinXewHRY1UZzbu7ukLoJgaVSuK7FpZaaqGuhfAfpEL9qFq6Lww6fWkldZWZwAyEkYs70XaGKAyKtrYsiC3EJ9L3jtJ3ZTZeU5Uy2krB6UtEMrkNYjfCJUDbWUjhMO863d9iug1BIXUaHVsou28qF6Ll1lb3wLCeL6M7o/RXrccOaSlYHhHhGPsLQjffmHU3OBTUM5FgQSpOWBWQ7qLVIlry0WEm9Xzh6TZWCfveA9XjTJuZzYjndYIwGqdrh/rzgB8VOWmrUKF1Zzs2gUmtGqbYQbspxqQLCXCK6Qtpm5pSwviKtQ44af1zorw7k25VFJdy3SACdw66JWWSit/R9hS2wATtjOOtKVyopNs9kjBHMwH7acfPiI6xTiDqQrUD6me/71Pfx93/h54ilkotEG8d5vuZyfyDlVgmJKtGycD6d0KpZmmxn8OvWaAejpcY2ub/b7Qh5I8k9yd/Su4ecl4+4MIZkOuZ7Ya+0Di0V23kGrZCpLRTTfmTzCzHcwxhlogiLqLnNR83NQbjvDN/75o9wvr3mxfoVTnXhtU//Fv7e3/6zgEAq1eQYMWOloDeaNQV8Tu3hiIAqW/BbVUrOdG4iZUFMJyqFzu0QtSNtdyinWbeC1Qkf2mKuDIz7x2znI0a2s0wtDTV7QlQYmQkxYwZNOkfE3iH8wrokdGdwSqPRoFvqQlBIseG9fWzT904r1rHHPL8lXPZ0c8HYgZt4i/QJZwY27zkcDqRl4/D4Lc7nja2+IG8nhjARzIwYHGFZ2R8e4LeCLAlBIEVP1x+Yl6WNV3QOHeHUCBO/traKpZR2JpQzujMMpr9HvDimbkQUR8oNynY63ZHCCiJxe7xBIbibN0KSuPMRuXuZTiv8tpDXmVgWqtJ0um3xks7EtNLverabBYRC9Q6rFWESDAVOG+weDWgxUc+B3khCSOhypoaBw1sfZ33yLlILTotj1IY5D4yf/fU8fPQJIp7BdnTKkTrNJBwPxtfZ7UfsZYfrNFcXr+Fvr0ElMpm8zbi+Zxwm0sd/F5YBqaGvA8VDiBvLsiFqQThDRuFTo0hMThCl4bxeE+eVdM50VRJVmxoX24xWG6d3fwjbj1ihSGvEVs357khWguwDzmVSCMROc7EfWH2E0M5lhNRo49Cmx9TK6eaavh/vxaJnnF/pugNf+spXmH1gDpEqCkomrq4umDffto9zG205zRHb76hElG4f3K6buOwreVlQ0uGmAZ8LogqkKPTKsK4vuDjsWChgBGM/AJC2lfnuluIataPIQlSS4/lEEpIaN8bdQN4yElBC4kti2E3o/cgnP/5J/u0//8d59+1Pcqvg+Xnh7/ytP0NEEmu7R+P9kLDWlmocpSqs6vCLp4YEJSFqJpaKsZaTn4n+RBACc88M8/EaOzi2dUWbQoDGXiseak+Md8TqySJDzU27Vg1VLSi7Y7d3jb8lMyIV4poYO40yhWIMNmso5n5U4hJILNvKNO6RWnO3znRLIgtNt2aSSXhWLoZWNYd7K/vx7gXVCp49/QVMvoPjLboKvJ1bQbAG9DCQ15X5nd9GZzu2sbkVl+WMdZp+cGS/EFT5jhNQf1UsXO3QNhJzRYqeHOH6+hZyYrItJiFpLjdtDZWOob+AYnD9gVHAaSocxwm3rQ0JIiQ+JvQ0IXJi857b6xvGIqgpE3PmwcOWERe1oWi99/gYmhDzfMZqzeLa+1UBJ1sFdffh17j68OsM9iWcCyxbhXiD/em/wtP3/h6OjtvjHQ9ffRmneh6+/nne+nf+E6QcGHrBzu4p/o7RSnRWOKmRbsBmKNWjPvyfWfyH5OxIcmsjHsbQDQO6sygUnRvo+x5ldNOlbytVF5Z4RnU0TZr2bPOCz5pgdkw/979Snzwhx4TYKYSpmNqMydZask8IFHthiCSKLAx9jyyaqjQ55/vsnaDrdUPoSIc0O0KpzP7EHG7RtiGAlRL4sHK829CdoahKqQlrJJiKUganJ6ToiWmjZMGsxlZJikgphhw9WVTkckKqJp5d705N8X67EFOh3I+QKGXQWJQ01FwYpGK0up29DT2n0x1mdMhaCCmCEFQfeUglv3ck/83/g6/93N/m2dOn+BAx0lDOKwqF95luHKii4L1vlSftoFu6jvFwQZEtzGyMRAiD0AY9dOxNqypTLWihWUJkOFwQUkFpS9widtxTpCJFjaxN7EqVKOswNqNLQbEyh41puKTrD+z6AWM7Co6uGlSN3KXnTQ4rKqfjLYIWZyo5YkTDNwXvkarZr6pXZJ843hyZDlOLkAlx33jyQEE8ftIm7EVGmyagFc6wLTNxXZi+9EeY04K4eYYpHeNuYlkWSmo0EHPfmPlOXr8qtopKq3pxeSDHRMkZ45pVWTjNXCKDHPDJf5uzLVNhFplaM53U7PMOMYw8P30EcsXSkYsEBcu2snMjWSpG07Es1wgF2o3c3j3H0BFrC1XroSOtDUnrvcfnRLcbKfOCHXu2eUFVgxSGRZ4aOM4qBnmBmo/oB1dwfaQQ0YeHFFEYVeXJkye8suw5X0r6Ivhgfs7daYO8cOdPqGxYYyKFjUgipxXBgaADLg+YQbCcz2gtEVqxnteWb6ttwrwfD4RtoawrcTCkmLiaXuXq3c/yiz/zP6LFgT6v1GkglRnHjhw9JSaiqK0DdlpIY4eeE3bqkLqyxkIJvm2L7zOaRilSaB2y3a5Zi72K2Ayhajrr2PyZsRuJfkNqgbYT63aHKBWlHDFkusmSUosVhaKYVGF38SYv//p/gy/+xf+0aa76iVI3tnUlqIHRSOa7c+Ouy4pfjoy7kSUVSBlXBFh7H3yG081MN2nW84qQkmkcCfxflVMWoHNGyZ6LwfDx/g1+wb/P6e6Wbhh58eIZh/1ETZKY2+zStsz0YwMieh8Zx5Hl3GCRXddRaxsfMVVQNHRGMh/XeyJqZHAWlMbHiOsMyQfC5un3TfbSOF4G5RSqpuZWWAslAiLwsSefZjs/59ntU0Z1gZo8pQzYy5HwwTVZtHuicS4sWmR8KIiSG4G3QlzPWKMRtMHp8C2FmKj4FJFZMNx7Ho0xDdFjOxCq5W+tQMjaSMAhkbqOfamcimj0YguQKaVJRCKJ7TT/00U3/9O4lFa160ZGK7gcDe9dz9S+w8fA0PWE2aNEO1zOBdJa6YUG0Vb+w2d/gHh3Tf7g66i0sFTJJiRj16NTZt6OVNmebLXLuCKRbqBkT96gG9pT+LgtWGG+3cJl39OdAk+3O3aXF4R1w2KJRWB0YGcmPszQn2Z0r8i6J4iVl4rmKI+M3QVvX73NFz7zCv2rbzB/8AyvLginD7k93bIc7wjVMl5qzqdbfv79D0hbxWTNs5wbI7+fGqSOiraKTKVThpAixihKjaSiGtKmVozPGC0JJGrwTPYx5/WMHRW+zoitIN3IILq2nR4qJUvKFtpQqigULelDZjMGWWJDOofMuNuzhIiTmW1t26LdrmfxgrQeG6o3B4RuhqWcI1tY6ccdMmxkBEk6pIzIlChVoPoRaxPLbHD6js+/9WM8y5fcPv8pjrczWWTyvDB+7vOEr32DMJ9QXUUoRVkiRUhSoWGB1gU5di0yFQOTPXAXZ3Tw0HUt/7kfMD5SQqToFlgvCvpkUdOB5faXUWZoZ6wlE2VsXsSsiD5xOe5YtjtCig2MmDPd0Lar3vuGl1GJSWjcsCcuEOSMSO17bWFFVOiGnuBXRCrY8YrldGQYNRmBz4mhG5G+kJXC5yPKHlBqwZZHCG6pTmNTIhuLVh1+OaK1omRPibDWjMwaVSJVu9YQyJmkDIOqlGzvfZEJ3Qvm40zvBnK+X5AoIEXrum5nguixyrLNZ9TYYer9+4xgpjBGgxl7thKQa0aNmtNp5fGj15mv32eeV0opv7YWLqlVvbi4YBcTP/TKS/y1uxPHkKhpoRbDtp2RY0ePIt4zx9uUeSX6QJaWwUlOywmRCt2u5+LqkttnL6jy/vymm5BGEqNnzRVLYZs3xt0lJax4sTJdPYE3fpTwN/4EdT+yUxPP52+yn644394xdD2gibl1o4RQKG0J+ZpUBIduz2f/pR/mq3/xZ6jK8fIEn3/nB3j8ve/iTx/BckBu71HMjjRU1LPn+G1j7jSn54Xz3ZEv337AB+9/DWcnNgo+rEjrKGnFdYpwkihryOmISEM7s1Oeg7zAJ89YCyctmFxD+kQrWyWiFXH2jLuJbVtoeqmMtZqHj9/k2Ydfb0FnOmT2eO959dVX+eCjD5mGnm2dEVoRhEAFgdSVgkRb1QY9tSN6jzGKWhJCwFYyg3QNtaIMurNkUWDxKKWw08D59ow0lRglxipiUVAL/cUD0ukpTpimOTOuZSTHDifM/YhFoWyh5QPDCWkstShG00iozc4MhXvj9X2nWkrdNF26HVbP84q2CnE/lV+q4LC7QpWFiCZsZ4RQ+HVrXTsDg91zffuCcdfGF1bfOuKqClTv8NsLevMSx+05vdmzGx1Pn36Eqh3doWNeV6xU93qvDXEfYeq6jiUeqXVEns+UXYdqBRHGKJzRdNMBv56RViOLoMQCShI8VNEotPOS0J0FCrkqSt0wYmLllhoEfbcjbkeS0HAvwPjWyZEzltW3iJO5N2IpKdl8bOMN1jaseI7t3ggrMklCXUkobAow7Sj+REBhYqWk+mszqzhMDq1glI0TX4ti2Va8knQ5cN5WDtOhlevb1gKzrqfve9KWsBo20Uy6shaU0UQtsFtm9oFuN+KXpt5SsRl8kRmlQXSX5LgRTre8/c6nqdMV7335r2LNSEyWUld0taxkXK9x9Nw9/4ju4Z56WindJaQT/ejYhT1bveFwMfLDr7/F27/7t3J5LDwloo8zuibUdGC8fBd91RGvZ569/4zr5cTd+1/i/a++x4fLc14c7zOWNbH5TDaOuAWU8myr5/Jix2Af8OL2A3LxdGpPEitjf4UPJ5JPSKEpWlOzpwjaRL+ShLwhRYPc5egpJd1/YFaUNYTZN+S0s/gQGGyPqK1TJa3DiEIlU4pBG3mPPrYYY9i2pWnXVY9Sog1/ltaFlVLiYyDGtnChFRrB4cF3U9IHvDidMGHFWEvKAbRqpNYq4H7xLWRkaYHslFLDFg0dNXlQFuwAJbKmpVWptena5nlGCYkzllQ9oVSmaSKvK8YOnNdrjJ6IuaJNYeoe4Le7hiwqbZRGyza7FlJES4VzhvN8h3UDRRR6OzalfT2zd2/i+Trf9dZP8MUv/ili6tFDweSeKLaGZZ5XhHPIlIgx0vd9m7WSGhs0s71hZ69Im28G8ZgYxwNZJpxSFMBpQ0EgVetohtCqPq0dIUZyiaAcmz/hdIcHRmlYzjOmk5SSCb4t7K7v2LYNWQfcA0XUV+QPfwlle6IP7C92nM9nss8IU7HaUfY7wtNndKon2UQ3HRjdnvenCfPVL6LzBbILhHUl+PBrq6sIILoBvwY8Dh8S83yiZgj+RKd6DnZHSYK8VCTi22V6CAE6xZo9y7LR6Y5SDVJ0hHNG6oF+HNqUcN9DEfhOgObe2FMp2xkdPG7ac/21D3jx3pfJSbPNXVNQqZ5gBDujkMczAo11I0polLZYW1h/7PcSb+64tTcIteftq8d85vu/wMPP/6vkYc+j9ZLd9/zz9B/7FC9/4cf42E/8Dp780A9y+N7v4rVPvsyDh4JHVwcOneViumLQ7euvSpFyJeTn7GRhEImp7yjBsuYTVve8/fInGXqB2Co3eWPePKETpF5iMyhrqCkjRWWLG7thhFIQpSJoE/NbijihmIrCKstuuiSumaHbEYtH6CZErWtrftRakQrO5yMxNiW7XzeiDzjXY61mPZ2p8h5/nFOTkWSPtV1bQFLDG9/dfIm72/ep6x2USCjtnIfoyWqEahv1toAUHVVJlhRa5McoIKHMHmUcyd8QwsYoDb2wuKoht9kpYeEc72kUKOKyoaxj9Qud7e/ZbQI/Z5blhJSSRGJd2/Yuf6vzreW9d0C0qI8QbVTCe4yFy8dPuPO/iDWP+KWv/zUu1UCRK6VksJFlXkm5InUjzAqh2nzYfdKghsKcbrj62O9iPyiG0SJVxTqDMTBo09IJSmJrZactLiv22rDXjmGc6KzC5IS9T0B0ZqTkgBGOu3XGDpaFSswBYxzD1PhsSgn6TuE/ukbe3WKcab7FaeTm5gZnNbbr6boJIS0qC9zFDu1sMxjdnZlP7/PkNhPVgaSfU0vLCX8nr18VC5cA5iUS7ieez+cF6dpZ04O+Z00z83ZqU++y0QFqbXzvVCAtGxbN2I0sm6cQmeNMp2CtG/He4OPXjWnYYWrG5cT5fGYTBmpgDSuzXymmsJ4rrtsjR7Bb4LyeEfPMaQnU/gF3x+dENtg2sq50t7cMP/mn6KfHSF95+eqC116+5PCjP4GZf7Etbo8PuBcf8vClC/Zvv4G2GeEcr7z+Bi99/nO8+e738NIP/RZeefQKctuQF45+3+Fqwj3oGNQl19ayfN+/TnGCsz+RV8Xru47/4G//DJf9JclMdNuCUz2Dr5haSaJ92IbuXvjZddQsMcpitMZoicwKaqYiQQ7UGql1wzpJiAuTGKnJkGWPGHZIbajAus7sDyN937NtC977xoGfFyotHmOEI/jGG9dGklNslVLJaK1bFrKsVH2gE6D7nlRXcl5I9oDxL5CqYGxl82dCXCDlFlWJGWcMKVSCWkh1wdIQ4HHznH1iHXvOvuDcHpkNo95RkQzaImIbF6FmJLrhc7YZqQqpzPhQKLFHa/3tSlKrhueOJTYTUIRtWZHFooRk227J7Bim15jXDxi7gWE6cPG9f4DdxWNy2bBdO0vaQiLVRjZVyjAM7QFrppnH4xX65n/nfDuTYkGJCWcnpJD0yrLrOgZjeLS7YHKeR5PhsldcOcNL3YQuhX7qyQZi2BjsFVYqOtfypL0yGNUxGvdtkmutmSoFMwH96CWk9mQcJXPf0NDtaEYHrFZEApxeUGL7fc5+QzjDeiw8T8+w8cxkH7RY3j8LkOD/31cBRlU47HbEeMc09OTbI3VS1AwIie0H8gqm7zjNC1JKtBSQPFV6SleRtdD1fSuVUUg9YHSLp1zsrtoEe1kRumcVNNZ3hlI1w7ijVwKvE9p6zsdbRAicCMgKKM00TcS6UcTEKDS+t2g5YV7/OCUEMqfWdfNnXr96HeEKZhaocsLuL7jYFR6/+4TdxQHzzW8g3/sq4tkHjC9ecHjlEa+qmQefeIOXhgldQgvlVo2rIyFujDGw/c0/DUul6y0+3XEbK//+Gy/z/osPMKqQlAY8uaqWnXQaESqpVPT+gKTn+nzmR37DD/PrfvtP0KXCOb7gld2rHC4fcYofNZNLacgYVQt36YxxknW+Y13usAoqe5wpOLnnX/6Pf4qrywPT2KP3j9qsUwHbFUo9cnE5ta6b2yOVIJaILJLqK2Ft0aZe5PvzpIiPnqk/gL/DKwklc7rbuNzv6JRrBFa/EXU7II4x0meLCJKQ23mPlJJpsMTljt2gWcKZcbCscaaWRCIhnCLPG6VLyE/9KCd5xj7ct+2O3RPihkkrOQaMMUhn0FXh3NhC6VIhLSg30I9QiBQc1+czYfmQXCZ+24/8W/z4b/p3yV/+Y8x3jW5iRKGkyGE3cnAKISo5Bc7LCbqJ+U6xDitbOtN1Emc1oswIElJJjE68Nu341MUFr1rDu7tX+dT+wBv7B3z34yteRfNwGHnkLPvJ0CnD4j8i5sLib7C95ZQ85XyiKEcwmaVA9RVTwZWmlFvPMyUFBIVOO/p+R5UCmSXzujWUlHYIINeAFhoRI8pI5HJuVbc/sxb/z2aOSwjx7wkhviiE+DkhxJ8QQnRCiI8LIf6mEOLLQoj/5l6mgRDC3f/9F+9ff/NX/CGkANrh4roktuDbB91ecEyglCGWQD92SOWQRlJKIoTUtntpIBZHtR1raFksYSTa6TZUpwV385lSKyeRcLYFpK21aFWx2pBFu+nT2rT1ShnCPQsKqam16cbzFhB9QIsNuzlUyVzfPG3B1yrRQvGxhw+Q4wjrERdXLmXHxaB59O67uDc/hbv5gMPH9kyvPEIedhil6ErEXb3K66+9wSufeodDcc0wNNrWsVOGVBOTCdiuJ8WClJoXN3eY0VJ0U7WRKrUocm1l/7Zt2KHB8+6eP0ekwMEN/OyXfoa/9Wf+e45Z8JJ4ie/5we/nd/z+/5CPvfuDSG3Z5iM1w7h7jBWGZQvs9xOPDweSckh5jcqX5LLyJ//gr+O0ReIxIc63OOWRL/8GDtMTtHlEWAKQWE+3lKzYdQMlJfrDSOoka473VUf7uT/xzhewdmiT5mLEx8Dlgz3n8/Lt2Ex7lmjGcWxnaTmwbQvGKIw0RFEpAkyBU07oqnhxPPFwukSgWmTpfgZOnyz+7/5PPEQQ7yw5R9bczD6pNFZ7pw1xCQStCGEDJDkLchJYXRi7xyg5sm4z3HxAOMNQF96/eJO/+7N/BVnbqE+pgVQLXdexhcDd8YzsbENXO0cvKp3b4eYdqmbOoan1hHPsxj0H5XggHW/tr/jErufT73yKd5884u23H/M9n/4YTy57Pv74wGcPE693ji5btNY45xjcwGQGetsjSquycq6MeiQvt4z9FRmNUZoaZmqvcapBM9dtY9s2um6iNXYi1AzCIavEakf0iWm6AKFa+kNb+vGArIVWnnznrl9x4RJCvAb8AeALtdbvBhRNU/afAX/oXgh7A/y++3/y+4CbWut3AX/o/n3/yKvtrRXGKPrBYfuOQmZOgUFIfNUY59jWE+e7j9CiGWikVsSaEcajY6Aow/71t9qwmyjc3l433HJVvNI11+JVtfjbEwBLXHGTox9bwv2wf4DSA/NxprOOrusYxxFjzD2bXFJq4mF3xd3Lv5nj8Sl32zUlBkoK92C7jloju489oes6spboQ4985xPY7/8c4vmH7Mcd0uwZ68ylTrh33qDuLtinDfPmQ1598y0+fnGF6ATupmnRa0mkXCG2bqC7pMNc4QAAIABJREFU12ZJK9nCHQUJIuCMRRnNyy+/RCoV40aWpQV9Wwh8w+cbDvuX+d1/8A/ysYue87jyjZ/+Ih/85Z/kYl6IfmW/O6Ct4Xi6wdgBZwylJI7rsc3upD26O/Laq4Lp9UeUHMmjpojEdR7x3/xprm/e4ygLqneIamHXY7Uj1EzpGprGnlZG26IxoJFF8/Vf/iq3p4/Y4gYUum7g5uZF8xImz6EfcdYiSyXOK67vGuN+mpBSsvo28xdCoO8sMrVF3CjBGgMpB6QsrVut2iKiu56VHhdvMEoTc2IaRpC1baOEQktDEuJe9pqQumGfyY6cV7xfeXj1GsqeyJ1G6Mrf/cn/gZ//4C9xmwU9Amf3CBSqFrQEKTVKaIzuKVRO5xuMM9Tf/hPIuaczbQt7tX+JQ3dBpw1DPzD1iZffeZdPPrR88tPv8okf/Azf88m3+K7Pv82vf/M1Pt5NTM6yOxxw2jCOI7FkQLItK0K2ua2QEtrfot/6cZb8jCoa20yrDoem1BYNO1yM9yah5ilAaYgVnzxSynsDtmG9zw+nlOisRZRKSt/ZRQv+8beKGuiFEBoYgA+AHwP+2/vX/xjwE/d//p33f+f+9R8X33Km/39cQgiWZSEXjxCFs59bhXB8hk4eJwI5Cdx4gZeCkjLbtjVwoFQQ4exniCvrL/4CWkhiDHTWEhZPtooP/QlnLS/8zHRxIMYmn32033N19THOtyfW+Q5s+LbVV0rJcp5xRuH9yhpmXG95tnwN+cFfZq8uuTKPcfct41xr47XHRE6aGsCMex48fB17dUF6cWS3JMpOcpVuyYcrNumQ84rePSS/8zmm7oLLd97h6slLXAw9dr8nZ4fTjm7sqKox+mNsowelJJRQBF8RwrCt7fD4o48+gioxukMJTY6FcdgxTHuc7PjSL/08f/+P/Nd85vf8fqQ+8N75KX/5p/4kf++Db2C1YQmZeZuZesmSbvHrQoqSJSikLIh8ZJUPeNr9NuLpKa4osl9I3QV9uCPolawd9m5my5k0TqTTRgiB4iNi9tjOcOwKuXiCzeQOdCcbCkdZqBbjxhZg7h1Gu/YBrIU1R6qShJyaBHjsCHEjpdBwNqZDUVljYEA0MCGSY5jRaiCnZgW/vHoJHyoiLaRCo8jeP0jPp7tmUEqJqpq9WZZmTLq8OmCMABHw/sjpdEetG8v2FC00h0FTTM/64Z/muGSGkijaEusZUSvz+UwOESk0hEKMGbTGDj3xrX+B+hf+Ev7hCYFDZI9OHr/eYjt42EnG3QPGRw959ZOv8vpnn/DKd7/D1Q98H0+++wvsP/0a4yuvMIwDu1rolCHHhmX+FnCx6zoAUir0rzzh8oO/jmBArIk1R5QdkatgiSuSwvWLZ8jaGjDbtqBkewhVkZrxqDYSSBEFvy1QMrfXL9r52rTnO3zE9SsvXLXW94D/HPgGbcG6A/4OcFtrTfdv+welr98Wwt6/fgc8+Ie/7j8ohK218uDRI7YAZYvs1Mi2JbTp8Uowp0TaZu62FzxIlkLGakf2G8SZYRiwwkAoLHpDiMqhn8j+3GIY5yO9FsiiscZwOp2wRrCtiZvTzEfvfY1qKmGLxLlShWIlsgWPME2OoXVTiTvZYWvPYF9h+12/h01cU2hadoogRs8pQHzvK6TX3sbtB8LDPfruQ0w6QQdXWTBdPuDQOab9jqCgv/kG8cNvUPc94+PXeOtzv5H9oJFqRthMSKkBBRXN3kMlpjZXNIvMgweRoT8gdh6RDYKCKpnz6RnOSoSSXJ8XtpjwSSBK4Kevv8ZP/pd/CLmtSCcw3YQzhVAqvdEUH0kpoyqNeS8rmo3aK6ruqcsN8+032E6QnSXLQj0f6XcPkTGjqShXkWFGmYFRSOTY7DvKWMoW6GNBCkuXFobN4utKWo8IWbGyIkqldw4RJKftTK6VrTT8TqogrGvYmpCpumnn9lRyd8VkJxKKB2/8Zh699N3MKtGbjpA8Xd+aOafjSlAZ3R+YesVZVubzLTs3Ypym6wZK1qSaCCVQg8c6w8uP30WLEUXA9h1CJiqSgkTJjtPZs/jEKWSmYUBJyeIXSiw8fPyQcX/A9h1RbKxlxjpJ8ZVt3ui+8t+R3Q0v2TcoacPnyvV2RjgJvlLFAw5PfhDKM+zLr7J/5+O88unv48lnP8vwXU+4ePMNHrxzwYPdFY/GCy5GhRKFYXeBEW3ubl0C2nVoWVhvrlGvfBLTD8idoTeWOd5RB8loFcb1WNPhugHTOVASqyQ+r8hsCKlVj0pURG2+hMPhgBAKZ0dSCMh/dO3yT3z942wVL2lV1MeBV4GR5lj8h69vran/bz/h/2O9rbX+4VrrF2qtX6BCjJn9bsdgdjgxM9iJQWSMskxV4VSPLj3P+gK1ol1B2kteffWHWULG9QNCwW53weA6tjO44SGPLx41GaZuM0dGu4bwXcN9qDSRfEIkTb8fUENjVNXU7L7atunh4Fds3xFKRuXKPD+j+3N/mCG3LtZ6OhJVWyxitdw+/WXEL3ydIAKyn9BTj7u5I2uPV4KbqtF+Rpge6yNnETESOg95e4p48Igf+Y2/qdFGtxWRG4N+8W0hST4x9K1876NEvv47WUuCrVLun/abSJTR4VNECXhgBFmtIDNdpylkBJl1XXlxfWy/vFQxncDHgOs7qqgI7XBWYrWiiB7pE2nz+JJYv/lT9NMOQjtHGqeJ43rXSA1bQHcjQki69QVHYSmxGX2CaJWwUCOlBnAvsXvjCbYe+BYUMCRPTGvrZImKMQpSRKSIFg1XHUKi73atRe9at/NYNOL2l0kIaor88gd/gefPvoiKEkUzmuecG9ombHRWcnt7zXleGaYLpv3E3fHYxK4xU1OkxABVImUhxcyXv/LThLxC3VGzxK+RmkHRJLHy/mMQl41aAjk3kcfUTVx/+BRS4Xw8YYWihtaZRFbc4FCyVZvH03J/3qqgND2d63oKC+tX/yqT3VF2I/3VK7z60jtcXb7Ow9ffQOwHcOL+a2kkmt51zPNzcr7FdgbbW2KJCFEZ1MDTb/ws/rzQ95ec1zOjtigESwos5yPKDXi/YmtF5ITfzq2ST6F1JRHsxgmfE84Zbm5uEApOy3XzNv6KS9E/2fWPs1X854Cv1lqf1VojTVH2G4CL+60j/N+lr98Wwt6/fgCu/5HfQUjS6RoRFV4HNkZefvL9OAwpeorW6FFx2VkukGjT/5/tvXnQrNld3/c567P08i53mbmzaBkEEhgZUNkgYUJcgAETG1IxCVBOsSWuinElNvxBICnHlYBxcJzEdsplligJlQKCjSmMMUQhFg4GYoElJEaIGWY00szc2e7yLt39LGfPH6dnPBCBJJjk3ku936qufp7Tz/v2Oc/p/vU5v+X7ZZwT2jpubd5bv9DjjiJrsuats8A8nSLHW1xv1iy6NaoYNpsN8xyRUrJer9HKIoRiEiNta2nUgiYtiGGHKtCYHiGqnp/WGjc6uqYnKIU5vJ95nDjTkfNxh+0XlFJISrBzG547uYl7/J8jn90QBo/WPeLgkFg082ZAntxmTIa5DCTbI7aB8cUboFWttRSFp371MUIY0cbQH9QtUrtasZ1GVgdHxJiRFHqxZPf4j3GQM1pq4rTj6qUHMQJWyrK2HfZgTWkWdKnD2p4sDXIqbFxEKcHq4KhyfMXCnALCeLIqpNSRx1Bl5ZF86qe8iRgy1koOV2tU6PDTiNaStrNszk8xaLyvOVoleEoOrI+WFDNhUqhJpdJgXamJm+s3cnnKnDz9EUxTX49FgZJVA7ABcqIkSQwSYRsQgk5qDtsWIQuz9+zOR1TTY6XA68RuHlggWIYrtfKirAgtrxT8lpLQBkiV0VQ3lTd/O43Y1Yqz7QYpM4fHRxQVaZY9Yp/XtFyuyYAwBdErbGeRGIRXuEaStUQPkSvNmnEKuFhA1vviQyCJUmtvhaRdr1GtrsGkDPMkiO6cUgZcSbU0ShlcTtzanTHELZvJc/P8hM2NM7YffZrr15/ghetPsP3ok5TzM9IoCHMglpG2a5jDjDYGv1efmocRWUAKwYnbkr1B5BE/nNK2NWdumhyLtkGKel50YcoZJbuavFwyi5XFSsUcfJV8M3u2W1ENrlICIcrHXM38QfCJGK5ngLcLIfq9r+qLgQ8BPw989f6a3ykI+7JQ7FcD7y4fLz2/JLKxJDMznQVksRzd9wirBz+bN/yJf4+iD5iGgdspkqMAEVgvO+atY97VEGxjNT6MrA5X9L1HHLRsZcN69zRuPKu/ENqD/NdV/UXUKnwtGsbthjkNCJ1ZtGuCi4jkiXGDbGoE0koNKROmkbg5oTtY0fojdFGV8jdrkpAELbl9O/Dcwadx6/pvkm7fZjOcEX1CdT3p8JCzo0uMsZDOJry2eJ8ZthvibqJ/45sp44agGkSZcUNgPNvQKUUZJ3TX1JwrgFK4UW5i0gEneUfUa0rwjGPls5Iusmw7vutvfjcPrTqKCWzPzsBNjMXThLRP5I14X0Paacj08hIyZow8J5eI7Bb0l4555qXrdUUhl+Q8MtoJP80kmekWHYvGorJGaoXWkjRNqOUBm1uZpSiIo2O0aShF4ZYWwcxhKpwvMq7xCKVYLFZY25KLoJTCOKWqjJ1nbFfwvmbxD24k4JmmASEEy37FfdceIoqAd4nWCCZV2OqR05duYq3GnM/VTxUiJQZKDESlyBTCMGKCZ2k7WqFphOB1V6/w9rf+W6hYE1bdsMP7yGbYoQ0IkZGpZtRnExnliN3NLJRl7jW348RivSBQ1de1SbTrJWrPwErKaCkqSWWpKudCO/JWsDv30CtSgBgCOzfgdWQbesatZfPcS/innmXz1DPceP/7eOHRD3Dj6WcYnrnB7sWPkOLM4fGDFD+ztC2t7rm0uoI1LUJU18ayXzGNDm3AZcuIR1KQWtdi9n0k1GrQ7ZJLD7+V++9/Xf38FYnPlblWGI00Gr8bkVLT2A5rW1wMxDh8ovboE8Yn4uN6D9XJ/j7g0f3f/ADwnwLfJoR4kurDeuf+T94JXNq3fxvwHR+3E0qzWB2hyOjGIq2jt0vOnvoVHv8X/5Ay3ma5OEInh1BAkkyjB51pm7rcXfRHSN8w3zwleQGhZgyLomnaWs3ftMcooasSdMoYqRBYcvasrxzi5pk5x+rQXS+QTU9xBnc+Mo0BqTKj39F1xxhZV1bS+rrSyo7gZ063G7a3b/Cb5Zzr//s/5TQsuHX1jWzzIbfnmZPrZ2yffR7z6KPMT3+EcYrE2yP56Q8jX/cI56sDzj7yKPo8MGeHH8B2imwq9Y9Zr2CKhLkyks7Zs5IriikIL8jDBoHi9NaTqNUST8Th+ei7PsjVxQO4rFmse0JStKbFrFqkhBCr5PxIoOvXTGVGdCtitCzWBxgBt5+/XtkttUE2jmEb6eSipqgIy6c9ch//zte+jeP7FtW3UWbU4VUOnGFrBrJLTOenaC1Za8VXfu8/4cqb/hTPXDpm604o0w53MhDHkUwAMqKVPHjlEfThZbTWvPnBB2glGGNoSo16oQ2tgk10nN14nhQLx0dXyUlyZNc0SmKbjk08wa7WRGItbQoJhCF7h5Sag+OrFFsYJ4dMDi8E63bBY7/xC6jGYHWDUW0t1wmB5AtZWkgTWkhW7ZLOHmEXS7bDhsYuUSqRvKNvlygWeFnzvtx4znp5RG7vI0wj22lkdDPDMNQAwUJDJ5GzYEqBVBSiLImx5Za7ybPzSww34JnHn+Cjj/4WH33/r/Psrz/Kh9//AV54+nnG27Ia2tkjkRAjMY7EslcZX65JEm5sbnHp6IAiC1IFTFCkmMm+Jgr7JLC6cvjHeeK+K2/ka7/qv+Dy5WNQkpQMi4MFKWTmKaL6SqU9zUNlAVELpDIf24H0B8DdUauodVmuesKUaI4UZdKwWLGMAz4UQom44Cml1qhpW7cRyQeCi6hlFRgtKSJzolVVjKFvO7yPSK2qTHoqrFYrtGqY3UCYdiSZWK6O2W22GKvQWlBilZsi15IiYSXW9MhcmJLjweM3c/3hz2b9oR/mfFd9YkJpcGCXS3ojOdaKqw8e8/arn8PrPustXHrrG2je+FaadArNEjsnnC5I3TB/+DnK5WN2qwXNY49xc7rJ848+z7/8+Xfxm2cv4eYdSJgHT9YakaoIwjjWvCXZVrl0LSCFWtXfr49q9Cc6rBQ8/PCbePbso/ipgxIgASXQd5bZ9JThDKMs2Ja5nNANKx769LdzcvN93HppgzaV7G92iX7V10xqJC4mgpsxvcUIgc4tg3G1dm3nsI2k6R9Ebp5lEhLTSoahcPXoIZpPfSvj+36GcwKpdPgIS2aczrSLHjMmZHfAHEawVK71sw3FWkxranDGCIS0pHnALg6ZN2eEAnbVY7Ig7kZKp6EU+qatq1BdUzuUqiU3BwcHnO2GSuGjNSMFfIYYkAtLSp55dhjR0SyqtmNvGs42W+xqQfYO4QVSC0Ty6OUaJQrjnAl5y8LU0jFBTUvYXX0r+bn3osSAjLamtZRMAZqupwjBPO4QWrG0bRXmJdEqiy2Z4yL4vKMlMrWYds3q6mX6vqYAZWPw05ZpWzjfzDzvXuRm0Zztdsw5M/qZtj1kO+wQpW6X55j2mfG1jE6IQnSRLKDZ+8IYHVoWjrrX8cY3PMTzL9zg9uY5lLbITjJ5Rwyw7DXJCTKJUmoqCUKx225I6bUrstYf/5L/7yGoCajLteV8N6CDQOtTZtGRGHGzr0XAzhMluGGgSMHlo8ucTLdJ48SaBp8KoVVkKVitVuScyVJAzq/UKoYU2Q43KFlWcc3uAJFyTTTNmWk30fdLpFQ4F5GNwc0BsqBvE/cdfwpSblh/4Ec5sw2KgpINhweHnJ3eJPgNKR/w4u4l1s1VPpQfRxwsGTcbHg4t6rghvuUh4rhheu4mtJcgNWxunNA98RhnjAynMzdfepHzPJJFgGJx80jJEe9mVv2aefZ7H4JiHEaEFCAN6EJnJGkaMKUgbEuRktsnt/A7AfEU3a+Z54nFohp2sVwgnGdwO5R3pJSxB4KHr3w2Mh8x7X6GlFL1YSwXlUs9FtSecM4eNcjdgqgdwYLxLQWJbAJz0Rx++Z9h9w9+gDM1oorG6MIQbnLyvn/MLNd0/Qo1n2BlYERhSuVIX6wv8Tlf+NU88mX/Jj/5176T0/Pn8Z1k1fZsd6f01pCzQFKgschUsIsOsXOk0SGsoSxbxDTTLxaMIZKMoi0ZpQyTq8Xet27cROlasjN5RxGSpm0gKs52Gw5sR9MesI07ShLIonHOAaB8Vc2WixZpGziHGATjNNBITdOuqlq4UkidcDlirv8K5MImK+4PmnMrKGGujCelUGKk72qR9DzMuNxgY0IsGnYy0RTBL+8sDzx4H83wEosbHqszWjXEJEiysMnnFKm4WTSzj2jbomJgKQ3DMJJzZJgnGtuRc6Zvay5czKBEou3qyrI68FtYNOjL1zj3z/PY9ZHtcELTXibbCbedaPuGYQ6UJJnyiJYFBJUmOxZea7GMu8NwSXAhkYJHyhbdntGmB7gZn0fKnrZr8D7Qass0expjULbBhVBFSnNmExNSFnplcblmTU/eYRcL3LDDWEUuETeNdGbFNE0slys2ux0lBrRpaNoeJxK5BKY5glCULGhspLGB7dnEFJ4iyoxRBbkrNAc9afZst1tSlvSdIfoBY67xYniK05eOmeZf5E2f8w7O3v0zPPSZX8CDl9+Ivh3YvrRFpYHBSMLzT3B6+zrbxRX82W2e+60Pc7LdICdA7CM3wr4ikpqBrrPkEpCpsgaMc2S5WkOZwW/JWRC6Dnv7HH+5oWiguYRIM0qJyiqgW8LNZ0g+0x4sK5fXOOLmwv/5f/8dri4/hSIDorQcXl4yjKdIDMvlkvFsgzWKEiLJJmRbWBTJqRgosVAmQ5GO6Z/8JCwMapNYijVlOmMUZwyrlv5kS44GpCHHwqJfk93MREIlx2HWtO8/IxWNnjNWC3a7DVqAKBIlFDkkXHFo27DzE13bUiaHUgWExKuaJyi1IYUCFoRqsVagtWTebWmKxqfAXDy9bPDzxJQCB8YyRk/ftiy6I/LpSFEeZRrW3SF9Upz3D6Bvv0iIO7CFEh3CZlyZyabhUNUKjmEYWfbHnPrbNJ3iamw5NYK2bdhFV2XaiiQHQbYRYSxGWryfKG1dHS6LYrAW0hnPPjNBa+j1lt4eoXJCZYkUI5NQxHybcRQ4l4hdS0IxjxNJFYSWMGR6qZn229kUIrqpfP/zOOCEoMhE0kuOTWB7+xmWrmFWG4xeIO1tpt0xVkVCyXQHK5RUmNkhUsCFQtNbkIFcXtsk1Ltjq6hkuXz5ErfOb2OtoVv0iGAYxnPMqqU40LJGObquUqxI1TAO5xjbg8gUWceRiyD7QNv0BAUyhErJUnJV2lGCtAvkRYdJI7NoEdHRtSsyhVgiNiuMLUw+EHyhX1jS7EmyFnQv97S7675hNyeWvWQzDdXvL0UNExdfBTt8pGs7Hrh0hWvrq1xdL3ngkfvYzgmFQl29wvD8i/RhZOwvM91+nme3Zzz9zLOcjFuSVMxuZJpnBLDqF0w50mTD7LcI1RH9iM5gmo7zeYs1bVW7odDahs2m1o0lXeizZMiw7KvuodAChSJGTyIhhMAZw6VwiWGxI213tKpymC+XS84255h9oS5SVDXr2CEXsHrgLcxP/DLBLIG8L4TvKpNq9hid8X7GyI6+16Tc4uRM8RlTBOPkuHx8hfPtCTkl+m5JSolO92zCOY0QyO4S03yGwKOKJslKCzPjWHU9Q8zo/We66zq22y2trs5z5xxN1yJ7QxwLxgqm7abmX2VY90vmWI2695HWdgBVmaextKZnuzmhXy4oJRGSwjQw7hytSgijSF4wDAO2NawPL0NpON8mlv0Z0zjTaE1OiiiBnGn7nug9QleKcJFElZW77xJhmMjzlmu64/TY0t0WhPQCR4f3k7TG6p5xcwNrV1ir6ndJSkrwIApZd/h5REpFlJLz3RZjFD6kumLXmRRrQEnLSJBLbNzWigAh6/a2gNgXX4cYaaVl3R1wljxlM9L2PUVNTMPI4XrBjdOBxXpRi9hRnG93SBWZp0BKf8iIBI01pW1aFo0lp8CUM1Y3VWtRKWZfGUC7bsEwT1w6WLHd7pClI7aevEvYpsMnT5EBUySt7ZiSAx/AdDRCcT5sUcsOGWMVSJ1G+v4Sm+0J0hr61uK2A1EkZLNEiRoVc8ysF0dMzpGLJ6lAr68g44BuerrFghefv44gs7p0xLCZUSXvy4Q0Kc70bUMqcNx3fObDbyMOA6ncxJnLUBzKaHbsiJPnxRsjQUZCHNhtxqp56KoGo0QhZGDVNmxk4jgpNrmQpSC7EXxEmq6KqoaZRMEqSxaR4gJRaPq23StBV8obrSw5euaxUkI3xuHVNayKpCkgdakCtBKsMQSf9pQvAqE0Nkiu/umv4/IDb+bxH/pvmcJNco6VZltqZhEpISKLpGtaLh1c4/M/98/x4z/zXUj5AE0z42eHaAwEQUwjxjTodsEwOco00S2qSIWbMzlvyaLHiAw2YkKVDGuMxaVMoxukgvPdOX3f4ofEcr2oxIIxQGnQpiBEh7SJad5gbcf5rTO61ZKSEq2tohTOTfTtgt24pWnXjH5DbzpiTiidEakjmwihujssEMqECSs4zLTX3oZ9/tc4mwNxDqRmougV68WS8dYpSil8rmIkOQUK9UfXmgOSdIxIDlYtD7z+z/Hs+97JYtHxTV/yb3P7W/4zfurffTuTm+n2vrpKBgipBISyNBGGUqNpMhWyKuzcjrJ30C+6S7hwjtWaZXcF9MzZzjMN5yRRSQ397LCNpsSEj5lWalAaX2pAQ6iW6DaI9VXacUduqhNfoV7xmU3TlhQK8Q+bPJlSqiyXS4rICFEoSSNkICaBFFWWKzpfZdCbjpGJLihSYyt7Y98jUfixZrgHIUizh9ZgU0TqWjDddC2hZJTzOFX5lZqmo6RMFKluf7YjjSz4JGitJnlHEAKRS11K9y0iO3wwrJeWOQpEqcR6IlZlY2TBas2q65m3I+1iSS4FKzomW1iKFXCO5ABptjTa1hhajIQgKDh8iMwDxLhD9TUw4Jxj9p7PvHLMm//qD/Ke//p7eMc3/R1+7n/4GqK/zjxr7EIRh0guddmvGkunGs7PbtIcrPC7RC4RJUDuVyIp1TIQpVRN9rQrQoQrr3uYE71kdf2DJJnRQuKnmVzK/m8LyjSgZ471/aQ0swknVfAkhVd4qkqUdL2pQQYKtlmTxUjJFqkcIrZMbqw6ioNDrNYQHTnuNRG7I85uPo9qWkqcoWia1YI4jqSSsbIFqyGMODyNWNQIbGtwztHbht0UOD44ZtpNQMTrHZ09Is+CKCv53sI0TD6gu1pH2bbtK2NYdj2TS6TiISZQheQkrYXerNjMI3KhmXcbaC2rXYN8sOdt7/gLLP7IW/nl7/0LDL2jnEiKzghVlbVF32CLZh5GEJmmUexioJUdq0XHTT/zyJvfzvj4L5HkFYwJvPH+S6j1W/jwU/8cBkc2EopCN5ZpGjDS0Ngl2/NnUPagSt2FiHMTscTKY5ZVNZL2ELuE7/rm/54PvP8x3vnL/xWMC7S1bLdbtKyEBo1pqwaDNmQxo2IiKokQisODS4ynJwQLcTI0bV1pV1Uq8HEiBV5TebK7wnBprcr6cI1LEWMlwy3HYq1QsiVnKn96yiz7Hh8zYTwnmgWHnWByGj+e0q+WSN3iA0g54nYzvgSWtgGhyRSMsnVV0beE5FFSkucZKTVSgmoXDCGx0rkakRRRRmPlATFXWmj6FbvNgDYZmyBhEdozxMhBUxVUinP0Vw5wPhJ9YtG0KO8Y3cylZcdsMkKu0ToiR+hMy8AZxSnmTpBiIc+Rpimcnvk6tpwoBKRSrA/ewLJtuP70b2Bty3baUYyhZI+hRSj2QhWq+rWCQKqElQ0DipZYC5yt3W9tJVqsbrUSAAAUS0lEQVRbZu9q/o5WTEGiwhmuE9jQ4EqhMS1+N6IagTEGUSTRF6zfcWolxnTYpmM6vU3XNcQYq6jucE5CYGxfuZ3mM5AtTZcReUXBY5pKpLcyfTUequZwzd4RVKSJkPUSmzyqXRDwNEIx7iaaTpOUoVMGVwJ+2LA+OKjybUqxO9lgly1GS4qrQhkPvfnLufncBxlvfRSxWBPcgM6ZiGD2dZWlVUsIgVk78JGSFbZV+NFx6dr93HzxWY4X9zGlCaUFbg40WTH4ke7qEnHToo81Cy157sWbmN4i5wm1WiJSJjiPbC05SRqd8SmS8p5YsDhyMvRLwxAzC3OEj6co4dHBglR7paQljfKkCKbtGcctpSRIkuNrn86tFx8FKYhJYIShAU78GUIIyB22gUeOX89f/ZH/g3f/x3+RH3zsF4nDOW3XEfzMsl+w2+0qXZPeF1N3mqVv2OBojeTKtWt88dd8K+/+2R9l8/5fZpsSRdYfwdVijcPhBk9+DbeKdwUfV8oZRUsTFOV0xi4tLiWKiHg/okvESINAIUpAGovOjtlFSh5Zr2AeYLe5hekyKRpM17PQCxwGjMK5UInOuhY/bSkTKLVAmkxBInSDJLNqFdthw6o/5L52zYFuaXWlXOnXl0j5Fk2jkIW6pdSKaQosRcO02+L9yBvf9On82W/+FsS4IxbLdt5wrqoG4ot+Ypgy4zBwcjKyE5FbYUOQGrFa1BKRkMk5EkMt7J39hC8SpS3JFV44uc4zJy8Rw8gu+lqP6cfKaKpi9UvsC78Nuqq+RFkjfeNcfwTWq7riVA2Tm9mN5+QYkD5yNozk4kiypZSOcZ5QQlYFlzaz6I+A+h6pzExNw2HTY1OuikhWY7UhZ7h1coJMHarv6bIkKU/XtjRKU4LEl0hjFMPunE4KhjhVEQlREEajpGFtDkBptJhZHV8ihA3aCTZpqOR3aHTO3N7cYj4/p22W+xC/Q6TIYmmxCi499Faaz/oi2mYJzQGtFsxa4vyWFCIRwW6eaDtBmzvOzs7QZibPHoFh2SmG3UyjFWfbcy51S7ZuIPtQ62CRlF6iO0M898RuYhi33Dg74fDSmnW3oFsd1hV+iXtfmidOG+IcSd7RCFO1M6WpDBZjIA8zKZ5UpgVXI5pZCrZjRobAEOHzl9f49NX9iN2WUCJJJV588alX5j2RGKcN2zhhVYtAI4gQYd7e5hfe+WP83EcexTBg+wYhK2HibtxWgVmV0FIic0C6gmMANyBz4fr1j/CT3/NtuI9+BHHtKv3iACUkBwcHaNvQqAVFqNfUZtwdKy6lymq5wvYtPgc2Z1vWXUuIEYwiTxFlLD5OWCWZE1itMaZuBZbrYw7RTHri9C3fiPm1H0Ey4ueJrlsx+Bo5NFqjlCQGQcyO5fEDDLdOkFqgdC2QbhoDuuFzD+/jS7/mC3n9+j7On/wIP/tL/4L/6/YZ6WyHtz3DMNG0ghwi5Op/C6lKlz+0OOLcjWzCTD95Rqk5ODhgKp4mFOYcsX3lYLdSMW7OSQuNEYa8c8wiYs2SvJ1gXQjDTH/4IG4aEHFGG2ibns1uIPkJqXsWfQvkuvUrkKj1YzkmirKVoldpgpte8YVYWxkCpNYoYxmHc6wWaNWwm1Itt5ERa6sj3+qGVOqX2Kws0WUII6imCqG6uBeTkATnsW3DbhxpD1qOxRXUG5bcev+T0GTaZs00b3GhcNhafFAkW2gIhFwrGqTRLExDyOUVfvfGLsF7kqoEfIOrvq3GKFCQfaDk/XzGjNSW4Hd0+ZjY3KRxa1hFZJBsgiT7oa7G91tl7z1RRxYFjg/fwvXhlEXaVoWlkDm4dI0XX7qO3qtMtbbBh8Q0jvS9JRAgqb18XNXD9PMOWSRtt2DrpupCCDOyVCr9Vlim4NCNJO8y2VQNABcTfbfGjwNGgDSa0c2sHniE8ke+BPWhX8INZzDe4u//5e/lvs/9N/iqr//jUBSbeeRYtWzdVKlzrEHGmiuWpSGlQGcsSoLThstmwTO3nubK+vUM4bRyz4WahpRKrOwVxbJaVQX36GaMrfoQfnDkOLNuLLlohBZshw3G1q22Xi3Z3TgjxdeOc/6uMFxSybJeLlC2YY6hJgHuam6Ijw6jWlLJZCMQc2COifWyik62tqF75NO4PxU+7y99D//ou/8jxs0LzLuB40tXcFOlOYk505gqEqDaBeur93F2/begOyTPddukZaWoNa3h8x96mL/y9f8+b/mGr+Xk+CrPvOdd/Ohf/37+6S++FwtkLTnd3ma1OETmQMiJGCN9YxkLmCERtaOYDptqoh+dpUcRkmeaI6uDA6KvCtUlBmxriMXQ9h0uj1gWuO0JTWdwwSLNDqsv4aZtNZarQ7wfWTRtFRAFqqoLFFkqg4IPUArdouXs7JzD9Yo5JEqqPi6pNX6cyBREyVijcMnTNgtko0jTjDSVUlg0kGdB1xjmWIuKS5oQqsEoQd8vGXZTZSRtLalktLWMwylJdWiREXvR29X6fsgz8+gYw4RpFK00jCFikaQCSMnaWu578GGe/uh1Qh5xc8IcH7GQiTBGQpgIBBphCShyyBhdxVIAfARXCksR8KvXYW49SbQC2V6lKTtK6UEEYomV6TYXlC3kIHGr+znanRCkJuLJSWJWlj4lRudxMWCbQooaUSSBiJ9Glv0R2iq223OEEJimgxz32qCK5CsJZLfqccOOeQy0fUfIjl71pD3pSk3gbIBY/390tK1lN2auHtpKeT0vCL3hipTcd/nTeOz6owQ3U1RBeUMSu8pyGiO9rlxtw7AFWZWytFSc7nZceeBBzp9/DlYLyhRRVMm7HBPKVvFYKSwhTtXXrDS5FFTT4zcnHBwfcTYmTPGoriG7QGMt0c0kMuOUiDH84TJcSuvSNYZmeUDUirI5QTf1y6JIkGptYbQGOXroG5xztNrU1YNQ+OQ56o9RJ89xYltE0WSbEHEGoRFW17IdBOuF5WzrWfVrOg03d7frSqEYcs7IxvFg+wBHveLLHnyIq29+mOHmxC8++1H+5dNPsRsmks5YodGpY1vOK69STLRG70PNmqkoLukIqqVdtEy7KvEllIQsmLxjTIHLqyN8jJQ4sTLHNPe9lRtPvBu/7FEUdEq4caLpF4zJYbKkMRqZHEF3KJHwvm4v+65hDgWxN1zjbqDrFmyHHV27QABFZGQGFzyL1ZIYPSjwrirVHBwvGc/PcbngJ8+ibzk9OaFYOGgOidmhlKEg8XmkNZU5wMdMv1xhkLh5JlM1B2VSTGpEnQh8J2htRIgVu+1tNJLFao0sbXXi7k4pTYNoqpCo9o6ms7g5sTxo2W0Hxrd8Otd+40lulIKVDqUWWCTCVvm5lArRgEJgiqKIHUrfz/liSbd9FuMLBs3Qd1w5ehPbW0+QRWZzdsbBagklYssR0Xh8OEFpzcHR6zk6fAPbUJWaji5d5uzZF3n25lMYFWhUx+m0o1MGKTWR9ArtcQiBgmTVHSBDIjaFkmAsnk5AzhZZwDFB0dh+hSiBvu04vX271nwWQWcsbtjAIpPLEausmZqWxIA53aClYFpJVOoosTDkUxpxwLK3zN6TZ08qmVbXYuuuX+FdRCtHkiuKGyiLRJwiTdPgRge5BmKs1ex2I8tVQ/BV9yHHwsFized9wZ/k1554ipMn349dHLHdnKBNRxGZLCItgs0QCOEP24pLinJ0vK4ZxoC1GhJMPpClwBqFMgKVDTnMzLMnKkHX9JWLKVZJK+UyYt1TfC3n2CRHs5sxqxXBTaTksEaj257kCoVELJ4SDEZTKXSVge1pZT5VkiZmdlKhRSQMBa8yTgrklJhk5lIjcFnjk8dkxeg8baPwJexLICxdkdzfH/Bwe0CXBe+fX+QZN2GDQRqDLIE5ZFYy8ue/+/v4wA/9L7zvI4+R45bGKLZEspCY3CLzBolG5LrPyAuJ23mMhs4Y1PL1uM0NztMpbdDovqdRkmHaIVEomYhJUpSkMYqSMlkapmFbqU5ipGsPSPNEszaUufD6z/hcHn/0vQhRBR6McohcaKUkiIK1PUpUbcHZg20bTEkMZcZgELnQGMsYHAvbMk8TV+9/gNOz2yhZCHuWzc5Wea66ZW8qZbZLTGGooXcZkaIB8r5cpdC2PaN3lFT9kLOPtFbT2o7ZuyquklVdJSyXzJsRoxuQAy5HZFYo2RFywahEmALFqH3wIeHmkaODY5bNitRYdptbfOkXfSEPfdZX8O6f+Gkef/G9pM0pMhWKlpAyi9UR4zxgjMJNnqY1TJsdTdeS1gd05xMue9IgkWtZmUh3I2bREeeJOXqW68MaCOk6VImQBUlAkiBSXRE1xqK1JJQqalJiTVLWXZVu89Gh5ojPovKrSYFoOkRweB/BamSu22Q/ziQjaWRbg0AlkpoeuzjAnVynP7jGydkt+nFGrpewGVg/+DBf+Y1/iaOjI3747/433Dp7AZki1lpMoyttuG4gB043IyG8diU/d4VzHkDJqtxTSkFkwRgq3a6IIzInkhdMzpFERhuDLQUvIspItDEk50mNJp3tsGjc2RaboDcNMXqs1DRmSVYdUSTmMFcWbKHQnSCVjNvNmBSRRjNNju00cXMeyQhe8ju6Zokziewds0o0EVzIpFLVpZ2faJaWKXoapemahiSrbP13fuaX8oM/9WP8J1/0lRyaIxb9Ef3hmtYYogp0dsXCGto3fAnPv/AhStiQFpZtFKxEQfgJHTY0/RFJS6IBrwUhR5q+wc2JcZ7Znj6FE1uWpUeayDQHTs5u1a2obZlSfsWnhza4UkgS2oUlzI7L68tVFdnWqJBQksff9wtYZtK8QeFYNiuaboErhb5fM+62OJeQxvKGT/kMHnn7n2XdHSFDolkeQy54X6mtG2vRVvLCCy9hTMM4zRjRkHxiGCqLgDUKN49stme0rcV2Fo0mB0m7amiMRQhRk2WdI+WA1raWaqmaz7QdNtXBXyQxJ4QsDOcbtNYYDYqrNV9KL1BaYHoLStJ1K1SRLLpaz7pcLrCP/FGi0Axp5rM/84/z5d/61yhP/Crz2W+hwintXmothEDXtMTtjCESx5lVe0Rxgf5oyeQC1y6/Hvntf51eWNxqJLtqiF4OpswpsO6XqMIr4qslBrJUGKExKdA0DRmqb22O+HHAu8reKtLM7ALTbmLZHWBMR3ewQjRN9WPutszJoa1CU8BHQkqgQUtFkQUlYMyBq6/7o1y+7y287spnoMLMIveErsE0C/zhAc6f81N/72/wA3/j2zkbXqAFHBLn/T7IFBBqv+V9jYkE74oVlxBiCzx+p/vxGuAycOtOd+I1wMU47i78YRjH64H/vJTyA6/FP7tbDNe/KqX8sTvdjz8oLsZxd+FiHHcXXstx3DVbxQtc4AIX+ERxYbgucIEL3HO4WwzXa7LvvQtwMY67CxfjuLvwmo3jrvBxXeACF7jAJ4O7ZcV1gQtc4AKfMC4M1wUucIF7DnfccAkhvlwI8bgQ4kkhxMdVBLpTEEI8LIT4eSHEbwohfkMI8Zf37cdCiJ8TQjyxfz7atwshxN/dj+vXhRBvu7Mj+O0QQighxK8JIX56f/5GIcR79uP4MSGE3bc3+/Mn96+/4U72+9UQQhwKIX5cCPHYfl7ecS/OhxDiW/efqQ8KIX5UCNHeC/MhhPifhBA3hBAffFXbJ33/hRDfsL/+CSHEN3ys9/p/4eVs9TvxABTwYeARwAIfAD7jTvbp9+jrNeBt++MV8FvAZwB/E/iOfft3AN+7P/4K4GepwkxvB95zp8fwO8bzbcCPAD+9P/8HwNfuj78P+Iv7428Bvm9//LXAj93pvr9qDD8E/If7Ywsc3mvzATwIfAToXjUP33gvzAfwhcDbgA++qu2Tuv/AMfDU/vlof3z0cd/7Dk/aO4B3ver8O4HvvNMfpk+w7/8Y+FPUjP9r+7ZrwOP74+8Hvu5V179y3Z1+UJXH/xnwRcBP7z9MtwD9O+cFeBfwjv2x3l8n7oIxrPdfePE72u+p+dgbrmf3X1y9n48vu1fmA3jD7zBcn9T9B74O+P5Xtf+26363x53eKr48aS/j+r7trsZ+ef45wHuA+0opLwDsn6/uL7ubx/a3gW8HXpZeuQSclbLnU/ntfX1lHPvXz/fX32k8AtwE/uf9lvd/FEIsuMfmo5TyHPC3qIrxL1Dv73u59+bjZXyy9//3NS932nB9rMrLuzo/QwixBP4R8FdKKZvf69KP0XbHxyaE+DPAjVLKe1/d/DEuLZ/Aa3cSmrpN+fullM8BBn5v1fS7chx7H9BXAW8EHgAWwJ/+GJfe7fPx8fC79fv3NZ47bbiuAw+/6vwh4Pk71JePCyGEoRqtHy6l/MS++SUhxLX969eAG/v2u3VsfwL4SiHER4H/jbpd/NvAoRDiZZ3NV/f1lXHsXz8ATv7/7PDvguvA9VLKe/bnP041ZPfafHwJ8JFSys1SSgB+Avh87r35eBmf7P3/fc3LnTZcvwp86j6CYqnOxp+6w336mBBCCOCdwG+WUv67V730U8DLkZBvoPq+Xm7/+n005e3A+ctL6DuJUsp3llIeKqW8gXq/311K+fPAzwNfvb/sd47j5fF99f76O/4LX0p5EXhWCPHmfdMXAx/iHpsP6hbx7UKIfv8Ze3kc99R8vAqf7P1/F/ClQoij/erzS/dtvzfuAufkV1AjdB+m0l7c8T79Lv38AuoS9teB9+8fX0H1L/wz4In98/H+egH8vf24HgX+2J0ew8cY05/kX0cVHwF+BXgS+IdAs29v9+dP7l9/5E73+1X9/2zgX+3n5CepUal7bj6A/xJ4DPgg8L8Czb0wH8CPUv1ygbpy+g9+P/cf+Ob9eJ4EvukTee+Lkp8LXOAC9xzu9FbxAhe4wAU+aVwYrgtc4AL3HC4M1wUucIF7DheG6wIXuMA9hwvDdYELXOCew4XhusAFLnDP4cJwXeACF7jn8P8AzocRQTgEh0EAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(hub_zoomed)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Pure CFunc"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Definitions"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Camera"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [],
"source": [
"@cfunc(intc(CPointer(intp), CPointer(float64), intc, intc, voidptr))\n",
"def shift(output_ptr, input_ptr, output_rank, input_rank, user_data):\n",
" output_coords = carray(output_ptr, (output_rank,), dtype=intp)\n",
" input_coords = carray(input_ptr, (input_rank,), dtype=float64)\n",
" \n",
" for i in range(output_rank):\n",
" input_coords[i] = float64(output_coords[i]) - 42\n",
" \n",
" return 1"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [],
"source": [
"shift_cfunc = LowLevelCallable(shift.ctypes)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Hubble Deep Field"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [],
"source": [
"@cfunc(intc(CPointer(intp), CPointer(float64), intc, intc, voidptr))\n",
"def zoom(output_ptr, input_ptr, output_rank, input_rank, user_data):\n",
" output_coords = carray(output_ptr, (output_rank,), dtype=intp)\n",
" input_coords = carray(input_ptr, (input_rank,), dtype=float64)\n",
" \n",
" for i in range(output_rank):\n",
" input_coords[i] = 0.5 * float64(output_coords[i])\n",
" \n",
" return 1"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [],
"source": [
"zoom_cfunc = LowLevelCallable(zoom.ctypes)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Testing"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Camera"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [],
"source": [
"cam_shifted = warp(cam, shift_cfunc)"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7fa1ed692b38>"
]
},
"execution_count": 29,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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