{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Logging particles undergoing transition\n", "Tracking particles that undergo transitions during simulations is often essential for\n", "detailed analysis. Dupin's logging infrastructure is designed specifically for this\n", "purpose. In this example, we will demonstrate how to use the logging functionality to\n", "identify and track particles that are undergoing nucleation effectively identifying\n", "particles belonging to the critical nucleus. The render function in the next (hidden)\n", "cell will render the snapshot at the detected change point using fresnel. You can find\n", "the source code for this function on github." ] }, { "cell_type": "code", "execution_count": 57, "metadata": { "jupyter": { "source_hidden": true }, "nbsphinx": "hidden", "tags": [] }, "outputs": [], "source": [ "import math\n", "\n", "import fresnel\n", "import IPython\n", "import numpy as np\n", "\n", "device = fresnel.Device()\n", "tracer = fresnel.tracer.Path(device=device, w=300, h=300)\n", "\n", "\n", "def render(snapshot):\n", " L = snapshot.configuration.box[0]\n", " scene = fresnel.Scene(device)\n", " geometry_B = fresnel.geometry.Sphere(\n", " scene, N=np.sum(snapshot.particles.typeid == 1), radius=0.5\n", " )\n", " geometry_B.material = fresnel.material.Material(\n", " color=fresnel.color.linear([1 / 255, 109 / 255, 1 / 255]), roughness=0.5\n", " )\n", " geometry = fresnel.geometry.Sphere(\n", " scene, N=np.sum(snapshot.particles.typeid == 0), radius=0.125\n", " )\n", " geometry.material = fresnel.material.Material(\n", " color=fresnel.color.linear([252 / 255, 209 / 255, 1 / 255]),\n", " roughness=5,\n", " metal=0,\n", " specular=0.95,\n", " spec_trans=0.95,\n", " )\n", " geometry.position[:] = snapshot.particles.position[\n", " snapshot.particles.typeid == 0, :\n", " ]\n", " geometry.outline_width = 0.04\n", " geometry_B.position[:] = snapshot.particles.position[\n", " snapshot.particles.typeid == 1, :\n", " ]\n", " geometry_B.outline_width = 0.04\n", " fresnel.geometry.Box(scene, [L, L, L, 0, 0, 0], box_radius=0.02)\n", "\n", " scene.lights = [\n", " fresnel.light.Light(\n", " direction=(0, 0, 1), color=(0.8, 0.8, 0.8), theta=math.pi\n", " ),\n", " fresnel.light.Light(\n", " direction=(1, 1, 1), color=(1.1, 1.1, 1.1), theta=math.pi / 3\n", " ),\n", " ]\n", " scene.camera = fresnel.camera.Orthographic(\n", " position=(L * 2, L, L * 2),\n", " look_at=(0, 0, 0),\n", " up=(0, 1, 0),\n", " height=L * 1.4 + 1,\n", " )\n", " scene.background_alpha = 1\n", " scene.background_color = (1, 1, 1)\n", " return IPython.display.Image(\n", " tracer.sample(scene, samples=2500)._repr_png_()\n", " )" ] }, { "cell_type": "code", "execution_count": 59, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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/fSIiInBxcaFXr17s2rXLZL59+/bxwAMPEB4ejqOjI+Hh4YwePZrY2Nga34tEcqMgv7pJJI2MS5cu4e3tzVtvvYWvry9paWl888039OjRg+joaCIjIwHR0LR///44OzvzySef4Ofnx/Lly5k6dWqFOV955RXefPNNJk+ezD333MOFCxd45JFHKCoqMrbeKMuMGTPo1asXn376KVqtFj8/P7799lvGjRvHXXfdxTfffIOdnR2fffYZQ4YMYc2aNcYeYX///Tf33HMP/fr1Y8WKFRQXF/Puu++a9HpTOXPmDGPGjCEiIgJ7e3sOHjzI66+/zokTJ/jqq68AWLRoEZMnT+bMmTOsWrXK5PySkhLuuusutm7dyosvvkjv3r2JjY1l1qxZDBgwgH379uHo6AjAo48+ytKlS5k2bRq33norR44c4Z577iErK6van8n333/PE088wVNPPcW7776LVqvl9OnTHDt2rMrzFi9ezJQpU7j33nv54IMPyMjIYM6cOWYbBIMQja1atTK6Fl999VWGDRvGuXPncHd3B4SgioyM5IEHHsDLy4uEhAQ++eQTunXrxrFjx2RDW0njol7rfUskknqnuLhYKSwsVFq0aKE899xzxv0vvPCCotFolKNHj5qMHzJkiElrjLS0NEWn0yn333+/ybidO3cqgNK/f3/jPrXVSb9+/UzG5uTkKF5eXsodd9xhsl+v1ysdOnRQunfvbtzXrVs3JSQkRCkoKDDuy8rKUry9vSu0LSk/V1FRkbJ06VLFxsZGSUtLMx67/fbbzbbNWL58uQIoP//8s8n+vXv3KoCyaNEiRVEU5fjx4wpg8v4piqIsW7asQosRc0ydOlXx8PCocoz63qnvu16vVwICApQePXqYjIuNjVXs7OxM7ufcuXMKoERFRZm0YdmzZ48CKMuXL6/0usXFxUp2drbi7OysLFy4sNL1SCQ3ItLdJpE0MoqLi3njjTdo06YN9vb22NraYm9vT0xMDMePHzeO27x5M+3ataNNmzYm548ePdrk9a5duygoKGDUqFEm+3v27Gni8inLvffea/J6x44dpKWlMX78eIqLi42PkpISbrvtNvbu3UtOTg45OTns27ePu+++G3t7e+P5Li4u3HHHHRWuEx0dzZ133om3tzc2NjbY2dkxbtw49Ho9p06dqva9+uOPP/Dw8OCOO+4wWVfHjh0JCAgwur42btwIwIMPPmhy/qhRo2oUa9W9e3fS09MZPXo0v/76KykpKdWec/LkSRITEyu876GhofTp08fsObfffjs2NjbG1+3btwcwcaVlZ2fz0ksv0bx5c2xtbbG1tcXFxYWcnByT3w+JpDEg3W0SSSPj+eef5+OPP+all16if//+eHp6otVqeeSRR8jLyzOOS01NJSIiosL5/v7+Jq9TU1PN7q9sH0BgYKDJa9VVNnLkyErXnZaWhkajQVGUGl0rLi6Ovn37EhkZycKFCwkPD8fBwYE9e/bw5JNPmtxrZSQlJZGenm4iyMqiihn1PQgICDA5bmtri7e3d7XXeeihhyguLubzzz/n3nvvpaSkhG7dujFv3jxuvfVWs+dU976fO3euwv7ya9HpdAAm78WYMWNYv349r776Kt26dcPNzQ2NRsOwYcNq9J5JJDcSUiRJJI0MNfbnjTfeMNmfkpKCh4eH8bW3t7fZOJ/ExEST1+oHb2VjzVmTygdYq3EuH330UaUZXP7+/sZMuJqs65dffiEnJ4eVK1cSFhZm3H/gwAGz85vDx8cHb29v/v77b7PHXV1dgdL3IDExkeDgYOPx4uJio5ipjokTJzJx4kRycnLYsmULs2bNYvjw4Zw6dcpk/SrVve+1ISMjgz/++INZs2Yxffp04/6CggLS0tJqNadEcj0j3W0SSSNDo9EYLQgqf/75JxcvXjTZ179/f44cOVIhePj77783ed2jRw90Oh0rVqww2b9r164aZ0T16dMHDw8Pjh07RteuXc0+7O3tcXZ2pmvXrvzyyy8UFhYaz8/OzuaPP/6ocJ+Ayb0qisLnn39e4fo6nc6slWT48OGkpqai1+vNrkkNclcz+JYtW2Zy/g8//EBxcXGN3gMVZ2dnhg4dyiuvvEJhYSFHjx41Oy4yMpKAgAB++OEHk/1xcXHs2LHDomuqqJa68r8fX3zxBXq9vlZzSiTXM9KSJJE0MoYPH86SJUto1aoV7du3Z//+/cyfP58mTZqYjHv22Wf56quvGDp0KHPnzsXf35/vvvuOEydOAKDViu9YXl5ePP/887z55pt4enoyYsQI4uPjmTNnDoGBgcZxVeHi4sJHH33E+PHjSUtLY+TIkfj5+XH58mUOHjzI5cuX+eSTTwCYO3cut99+O0OGDOGZZ55Br9czf/58XFxcTKwdt956K/b29owePZoXX3yR/Px8PvnkE65cuVLh+lFRUaxcuZJPPvmELl26oNVq6dq1Kw888ADLli1j2LBhPPPMM3Tv3h07Ozvi4+PZuHEjd911FyNGjKB169aMHTuWBQsWYGdnxy233MKRI0d49913cXNzq/b+H330URwdHenTpw+BgYEkJiby5ptv4u7uTrdu3cyeo9VqmTNnDlOmTGHkyJE8/PDDpKenW/S+l8fNzY1+/foxf/58fHx8CA8PZ/PmzXz55ZcmVkaJpNFQz4HjEonkGnPlyhVl0qRJip+fn+Lk5KTcdNNNytatW5X+/fubZKIpiqIcOXJEueWWWxQHBwfFy8tLmTRpkvLNN98ogHLw4EHjuJKSEmXevHlKkyZNFHt7e6V9+/bKH3/8oXTo0EEZMWKEcZyaEfXjjz+aXdvmzZuV22+/XfHy8lLs7OyU4OBg5fbbb68wftWqVUpUVJRib2+vhIaGKm+99Zby9NNPK56enibjfv/9d6VDhw6Kg4ODEhwcrLzwwgvKX3/9VSErKy0tTRk5cqTi4eGhaDQakyy5oqIi5d133zXO4+LiorRq1UqZMmWKEhMTYxxXUFCg/N///Z/i5+enODg4KD179lR27typhIWFVZvd9s033ygDBw5U/P39FXt7eyUoKEgZNWqUcujQoQrvXflsssWLFyvNmzdX7O3tlZYtWypfffWVctdddymdOnUyjlGz2+bPn1/h2oAya9Ys4+v4+Hjl3nvvVTw9PRVXV1fltttuU44cOVLhPmR2m6QxoFEURak/iSaRSK43Jk+ezPLly0lNTa00oBng3LlztGrVilmzZpkURawLioqK6NixI8HBwfzzzz91eq2GTnp6Oi1btuTuu+9m8eLF9b0cieS6RrrbJBJJpcydO5egoCCaNm1qjPv54osvmDlzpolAOnjwIMuXL6d37964ublx8uRJ3nnnHdzc3Jg0aZLV1zVp0iRuvfVWo2vq008/5fjx4yxcuNDq12rIJCYm8vrrrzNw4EC8vb2JjY3lgw8+ICsri2eeeaa+lyeRXPdIkSSRSCrFzs6O+fPnEx8fT3FxMS1atOD999+v8AHs7OzMvn37+PLLL0lPT8fd3Z0BAwbw+uuvV1oG4GrIyspi2rRpXL58GTs7Ozp37szq1au55ZZbrH6thoxOp+P8+fM88cQTpKWl4eTkRM+ePfn0009p27ZtfS9PIrnuke42iUQikUgkEjPIEgASiUQikUgkZpAiSSKRSCQSicQMUiRJJBKJRCKRmEEGbteSkpISLl26hKura4UWCxKJRCKRSBomiqKQlZVFUFBQtUVXpUiqJZcuXSIkJKS+lyGRSCQSiaQWXLhwoUKngfJIkVRL1MaWFy5cqFHbAYnl5OTkEBQUBAhR6uzsXM8rkkgkEsn1TmZmJiEhIcbP8aqQIqmWqC42Nzc3KZLqCBsbG+O2m5ubFEkSiUQisRo1CZWRgdsSiUQikUgkZpAiSSKRSCQSicQM0t0mabDY2toyfvx447ZEIpFIJNcS+ckjabDodDqWLFlS38uQSCQSSSNFutskEolEIpFIzCAtSZIGi6Io5ObmAuDk5CSLdkokEonkmiItSZIGS25uLi4uLri4uBjFkkQikUgk1wopkiQSiUQikUjMIEWSRCKRSCQSiRmkSJJIJBKJRCIxgxRJEolEIpFIJGaQIkkikUgkEonEDFIkSSQSiUQigeKC+l5Bg0PWSZI0WGxsbBg5cqRxWyKRSCR1xOGf4OdH4M6PoPND9b2aBoMUSZIGi4ODAz/++GN9L0MikUhubEpKYOMbgAJHfpIiqQxSJEkkEolE0pg5vRbSzojt+H1QogetFa333z0AcTsgoj+0HAItBoOLn/Xmr0OkSJJIJBKJpDGza1HpdmE2JB+DgCjrzJ2VBKf+EtvHfxMPgKDOMGw+NOlqnevUETJwW9JgycnJQaPRoNFoyMnJqe/lSCQSyY1H0lE4uwk0WvBtLfZd2G29+S/9K549w6H/SxDYsXT/lnetd506QookiUQikUgaK7s+Ec+t74A2d4ntC3usN//F/eI5rA8MfBmmbIaHfik9pijWu1YdIN1tEolEIpE0RnJS4NAPYrvnE1BosNhb05J00WBJCu5cui+0J2htIScZMi6AR6j1rmdlpCVJIpFIJJLGyL6vQV8g4oNCehjigzRw5byIJbpaFKXU3RZURiTZOYJ/W7Edv+/qr1OHSJEkkUgkEkljo7gQ9n4utns+ARoNOLiDXxuxL94KLrcr5yDvCtjYg38702PBhoBt1R3XQJEiSSKRSCSShoiiQH7G1c8Ttxs+7QsrHoKdi4QL7PAPkJ0EroGlsUgAId3FszXiklRXW0B7sLU3PaZmtTVwS5KMSZJIJBKJpKFQXADnt8LJv+HUGsiIgyFvQq8naj/nutmQeEg81BR8lW6PmAqYkO6w/2sriSSDlahsPJKKaklKOAD6IrCxu/rr1QFSJEkaLDY2NgwbNsy4LZFIJDcsOamw9lU4+gsUlSt5svZVEexsTmxUR+JhUchRawv9XhQxQnG7ID9duNe6TDQdH9JDPF+KFoLNVlebuxEYg7a7VDzm3Rx07lCQIcoQBHU0Pa4ooJRYt6hlLZAiSdJgcXBw4M8//6zvZUgkEkndcvJv+O0pke0F4BIgKlNHDoUDy+D476Kv2pQtoHOxbO49i8Vz6zthwEtiu6QEUk6Bgxs4e5uO92oKTt6QmwoJhyCkW+3uSV8MCQfFdpAZcafVCtF3diNc3FdRJF3YAz9OgK4Tof+LtVuDFZAxSRKJRCKRAFw6AL89Dalnrs31CrKEOFp+vxBIvq1h4t/w/HG480Mhku74ENyCRduQv1+ybP7cNDhk6H/ZfXLpfq0W/FqBW1DFczSaUmvS1ZQCuHwcivNA5yasRuZQ45JUi1NZDn4HWZcg7Wzt12AFpEiSSCQSiQRg63vw7zfw9VBIPlG31zq9Dj7pDf8uBTTQ+ymYvAnCegkRo+LkBSM+E2Oiv4Wjq2p+jej/CaESECXcdTXFGLxdTiSV6CF2Z2k9papQ45GCOpreT1mCKwneLsqDIyvFdscxNVpyXSFFkqTBkpOTg7OzM87OzrItiUQiqXuSj4vn7CRYcjskHrH+NVJOw7JR8O29kB4nCilO+BMGzwM7B/PnRPSFvs+L7d+fgfQL1V+nRA97vxDb3acIC1FNKWtJUitiKwr88jh8fRt81FVYqKqqll1VPJKKaklKOWWaxXfiTyjIBPdQCLup5uuuA6RIkjRocnNzyc3Nre9lSCSSG53iglLXjk8k5KbAN8OFC84a5KXDmldgUQ+IWSMCqXtNhce2Q3if6s8fMEMIjvwMWDlZxPxUxak1QoQ5ekLUSMvWGtRJrC87ScwBsGEeHFohtrMuwcpH4KvbKn9/LpopIlkeZx/wCAMUU5fbge/Ec4cHKrdCXSOkSJJIJBKJJPU0KHqRcTXpH2jSTRRC/ObOq6vlk5UE61+DhR1g53+hpBhaDIEndsGQ10XwdE2wsYN7Pgd7F5GttvbVqsfv+Uw8dx4nKlxbgp0jBHYQ2xf2iMrcWw3NaG9/H26eCXZOcGEXLB4Aq18QweAqhbmQfExsV2VJKnv8ouE9zrwkgrkBOo62bN11gBRJEolEIrGMi/tFB/fiwvpeifW4bIhB8o0ERw94aBWE9hYp6ssfEB/8Fs13En6dCgvaCYGRny4sVA/+DA/+AD4tLF+jdzO429CQdtciOPh95dc+uwk0Wug6yfLrADQxxCXt+hj+/D+x3X86dJsE/V6Aqfsg6j5AERl0Oz8qPTfxkBCcLv7mg8NNrqPGJRlimA6tEKn/ob1Epl09U+8iadGiRURERODg4ECXLl3YunVrjc7bvn07tra2dOzY0WT/kiVL0Gg0FR75+flWua5EIpE0as5shK+HwYbX4Ngv9b0a63H5pHj2jRTPOlcY+5NwB+VcFqn4NWX7Qvi4uwic1hcKwXH/t/DETmhxy9Wts82dQqSAiE+6FF1xzB5Du5GWQ8EzrHbXUYO3L0ULwdNhDAyYXnrcPRju/QKGfyBer59bGqxdNh6pulgoY3uSfSLGSXW11XPAtkq9iqQVK1bw7LPP8sorrxAdHU3fvn0ZOnQocXFxVZ6XkZHBuHHjGDRokNnjbm5uJCQkmDwcHEoD4mp7XYlEImnUnNkgrCrFhi+d8Xuvbr7sZNGFvibZUnWNGrTt17p0n72ziBsC2PmxCIaujmO/wdr/iO3I2+Hhf+CRtdD6DusVRhzwMrS8Tfwcvh8L2ZfF/gt7ROuRfV+K1z0mVz5HdajB2wBNB8AdC80Lni4Toc3dwo340yRR1sCY2VaD4peB7UX8U85lkbmXcgpsHcWcDYB6FUnvv/8+kyZN4pFHHqF169YsWLCAkJAQPvnkkyrPmzJlCmPGjKFXr15mj2s0GgICAkwe1riuRCKRNFpOr4fvDALJrYnYV11z0qK8yo/pi2Dp3bDyUfhvN/EBWVW2VF1T3pKk0ulBEfx85Zwo6lgVCQdh1RSx3eMxGP0dhPao+pzaoNXCPYtF/aHMeFFn6cvB8OWtou2IUgIdRkNE/9pfwz0YOj0ELQbDqP9V7L2motEIAeUeIt6jP6eJqt5Qswrhdo6lzW//McRZtb6j5rFadUy9iaTCwkL279/P4MGDTfYPHjyYHTt2VHre119/zZkzZ5g1a1alY7KzswkLC6NJkyYMHz6c6OhSc2Rtr1tQUEBmZqbJQ1K3aLVa+vfvT//+/dHWc4aDRHLDUjbgtjJOr4Plo0FfAJHDYOzPYn/i4crjkv6ZCW+Hi2rS5tj1CSQfFduZF0V15aV3lYoVa5OVKAKQ9UUVjxUXimKNAL6tTI/ZO0O3R8X2jg8rF3JZSeI9KsqFZoNg8OvWW7s5HNzhge/A3lWI1Qu7wcYeOo6Fx3fCiE8tS/s3x13/hQd/rF6wOHoI15tGC4e+L80SDOpUs+uocUmZ8eK5AQRsq9TbJ09KSgp6vR5/f3+T/f7+/iQmJpo9JyYmhunTp7Ns2TJsbc13VGnVqhVLlizht99+Y/ny5Tg4ONCnTx9iYmJqfV2AN998E3d3d+MjJCTEktuV1AJHR0c2bdrEpk2bcHS0MDtDIpFUT+YleLcF/DW98jHpcbB8jBBIrYbDfd8Ygps9RbyNKnTKoijCjVacD6smw5XYcnNegE1viu1h74r0dlsHOLdZFFjc+Kb1rUp/vQh/PFtaO6gsaWeEu8jeVVS3Lk/3R8FGJ8RI3M6Kx4vy4fsxQux5t4CRX4HNNej65RsJo5YIMdL3/+DZw3D3x+Dfpu6vXZ7QnuLnqOLVVBTCrAlqXBKI9/9qLGBWpt6/nmvKKV1FUSrsA9Dr9YwZM4Y5c+bQsmXLSufr2bMnY8eOpUOHDvTt25cffviBli1b8tFHH5mMq+l1VWbMmEFGRobxceFCDYp5SSQSSUPm/HZRD+jQ95WLkrObhUAKaA8jvxZuF42m1EpgzuWWekbU2AFR1+fHCaYWp79eEhaX0N4i+2rAdJESHzlMiJXNb4nMsOpqAdUUfbEIOIfS57KUzWwz9zng4ldq3dj+oemx4kL49QkReOzgAWNWCMvKtaL5LaJS96D/gGtAtcPrlL7/B2GGmk9NLOj51qSMSGp/f703tS1LvYkkHx8fbGxsKlhvkpOTK1h5ALKysti3bx9Tp07F1tYWW1tb5s6dy8GDB7G1tWXDhg1mr6PVaunWrZvRkmTpdVV0Oh1ubm4mD4lEIrmuuXJOPOddgYx482MSD4nniH6mcSnG+jZmsqvOG7KFfVsL4XDp39K6Pif+hJN/imDd4e+XFgv0ioDRy+HOj4Tb5sC38MNDVcc11ZRL/4oKziAsQeXFl+ri8yvnaitLr6mABk79BZdPlZ73xSA48rO4n1FLRZp+Y0VrI96D/tNh4Ms1P8+rmYhp0tpBxwfrbn21oN5Ekr29PV26dGHt2rUm+9euXUvv3r0rjHdzc+Pw4cMcOHDA+HjssceIjIzkwIED9OhhPjhOURQOHDhAYGBgra4rqT9ycnLw9fXF19dXtiWRSOqCK+dLt1UxVJ4Ew/6A9qb71cylS/9Sgdjt4rnNnYa+Y8DuT+HAclht6Oje+ynTTDKVzuPg/mXC/XZyNfxvhBBxVZF6BjbPr7yWUVnrUUFmxXtVM9vKxyOVxaeFsHSBiE3a8zl81k/M5eglgpubNhw3Ub3h7AMDZ4BneM3P0Wph/O/w6HrwqaQZbj1xDZymlfP888/z0EMP0bVrV3r16sXixYuJi4vjscceA4SL6+LFiyxduhStVku7du1Mzvfz88PBwcFk/5w5c+jZsyctWrQgMzOTDz/8kAMHDvDxxx/X+LqShkNKSkp9L0EiuXFJO1e6nXAIWt1uerykBJIM/csCy4kkNXPp8gkoyAadi3itKHB+m9gOv0lYoHo/LYTFL4b/sR6h0O/FytfVapgo5vjdA8Ly8/UwGP8HOHtXHKso8PMkQ70gBfqbmVet4Ky1g5Iisb6ymVfGzLYqRBJAn6eFFSz6f+IB0OxmuGsRuAVWfa6karwi6nsFZqnXmKT777+fBQsWMHfuXDp27MiWLVtYvXo1YWGi+FVCQoLFtYvS09OZPHkyrVu3ZvDgwVy8eJEtW7bQvXv3Gl9XIpFIGgVXyogkc5aktLNQmC2sOt7lKkS7BoggW6VEpL6XPScrQWRaqXEpg/4DIWW60A97D+ydql5bWG94+C9wCRAtLja/bX5c7I7SgoqHfqgYW1WQVVrPqetE8ayKOBDZbqmnxXZ1IimkR+k92ehg6DuigrYUSDcsGkWpz8IU1y+ZmZm4u7uTkZEh45PqiJycHFxcxLfT7OxsnJ2d63lFEskNRFEevF4m0NetCTxfLlPtyM/w08Mi/uhRM3Gf3z8IJ/4QHex7PyX2/bsUfntKtJV4uEz6f8ZFWPGgqD497J2ar/PsJlEawEYHzx6qGJy8fLRwy6lM2VLadwzg5F+iAKZnBNy3BBb3B50bvHRexNBcPimqY9u7wIz46tPmU8/Avq+g01jz7kJJg8eSz+96z26TSCQSST2gpuXbGsprZMZDbprpmMrikVRUl1XZDu5lXW1lcQ8WWViWCCQQ6eAhPUWG3faFpsdSTgsRBKUxUod/NB2jxiM1HQABUaKBbdm4JDWzzadlzeoKeTcTjWmlQGoUSJEkkUgkjRHV1ebTQlhZwNRtBqVConw8kooqTNQyAIoiygpAaSr41aLRlMYZ7ftKFG1U2fUxoIgWHX0NTVgP/2xaIFONR2o2UFiOwgwJOqqYSzaIJCl6JGaQIkkikUgaI2rQtldEqQgqG5ekKGUsSR0wi1orKT0WclJFtlxmvEiHD+lu/pza0OxmEQtUnC8CwEFcT22G2msqtLhVWImyLkGcoXtCxkXRC0yjFQHkUGrhUkVS2RpJEkk5pEiSNFi0Wi1du3ala9eusi2JRGJt1PR/z4hSd1pCGZGUlSgKTWq0lVtZHD1E/zAQwdNq6n9wF9HOw1poNKL2DsDeL0VD131fCtEU2EEIH1udKDkApS63s5vEc1AnUSEcINxg4YrdIRrW1jSzTdIokZ88kgaLo6Mje/fuZe/evbItiURiba6UtSR1FNtl3W2qVcmnZdWZaGXrJanWGWu52srSfJAQX8V5sPVd2LNY7O/1VGksUdR94vnYr6IStupqazqwdJ6A9iJwuyBTCLtUUWhYiiSJOaRIkkgkkoZOiR4KrVxQVXW3eYaXuttST4uaR1B90LaKsfL2/tJ4pPJB29ZAo4H+L4nt3Z9CzmVRgqDt3aVjwm8SJQPyroimvKolqVkZkVQ2LunfpaL/nJ2TqPgskZRDiiSJRCJpyJSUiBT2+c2Fi6gyFMV8h/vK5kw3ZLd5RojeZC4BgAJJhjIAiQarUmVB2ypqhtu5LZARBxobUU+oLmgx2LSzfI/HwMau9LXWBtrdI7Y3vi6ElJ1TxT5iqohT3XK+kaXtUSSSMsjfCkmDJTc3l/DwcMLDw8nNraTdgERyo7P/a4j5RzSE/XGCiBUqT1G+EFJvh8O//6t+zqxLwoKitQX3JmJf+eDtmlqSAqLEPEWGv9GgTqXVt61NWWuSvSt0GV9xTNRI8axWCg/rI+KVyqKKJHXN0tUmqQQpkiQNFkVRiI2NJTY2FlnzVNIoSb8Aa/8jtnVukJ0khFJZi5G+SOw79beojv3bVPj9GSguqHxe1dXmEVracd0YvH0Q8tJLLU0BUVWv0c4R/NqUvq4LV1tZWt4GIxbD2J/Awb3i8aDO4NW09HVZV5uKGpekIjPbJJUgRZJEIpE0RBRFiJ3CbFFM8ZH14oM9biesnSXGlOhh1WOiM72tA3SZCGhg/xL4eihkxJufWw3aVusjgaklKfGw2HYPBSev6tdatg9aXYskjQY63A+hPSs/rgZwg2nQtkrZuCQAX1kjSWIeKZIkEomkPslJFV3oy1tLD3wHZ9aLdhx3/Rd8W8Ldi8SxXR+LliF/PAtHfhLurlFL4Y4F8OBP4OAhAqk/6wdxuyteU03/L9tUVLUkJR8vLQ5ZXTySiprhptHWXTySJbS/X/SO825eefmCsmJOWpIklSBFkkQikdQHuWnwz6vwQVtY1BM+6wsHVwj3WWYCrJkhxg18WVTFBmh9B/R5Vmz//IjIztJo4d4voOUQsb/FLTBlsxA9uanw+9MVr51mxpLkGS6KMeoL4fBPYl918UgqzW4WMUKRw8ChAfSy9G4Gj22D8X9U3mokvK94tncFD9ncXGIe2/pegEQikTQq8jNh58fiUZgl9mlshItr1WRYNxtcfCE/Q1hoek01Pf/mVw3p9lvF6zs/grYjTMd4hsO4X0VG3OUTok+bZxkhcKVM+r+KRiPij2K3QZLB3VZdPJKKRwhMOymsNw2F6qxDQR3h9vdF4LrMbJNUgvzNkEgkkmtFymn4sBNsfksIpID2MOZHeOG0ED8u/iLzLOEgaO3gro/Bptx3WRtb0c2+01i490vxbA4nr9LWIKfXmh4z526Diu61mrrbQFTYLpuOfz3QbVKpBU4iMYO0JEkaLBqNhjZt2hi3JZLrng1zRasPr6Yw6D/Q+q5SK0a/adD7KeHqOvyDCD72b2N+HmcfIaCqo8WtItA7Zh10e0Tsy0sXxRbB1JIEpu41Ry9RrFEiacRIkSRpsDg5OXH06NH6XoZEYh2Sjol2GQD3LzMvgGx10OlB8bAGzW+F9XPh3GZRS8nOodTV5uJfsb9aYJlGtoHtK4/nkUgaCdLdJpFIJNeCLfPFc5u7KrcQWZuAKFFJuygX4gzVutPMxCOp+LQUpQSg5kHbEskNjBRJEolEUh25afDLk6UNXC0l+QQcXSW2+71ovXVVh0Yjst1AuNygNB7JM6LieBvbUmuS2pNNImnESJEkabDk5ubStm1b2rZtK9uSSOqX7QvgwLfw1/Tanb9lPqBAq+EQ0M6aK6ue5reK55h/xLPqbisftK0yfAEMfQda31nnS5NIGjoyJknSYFEUhWPHjhm3JZJ6QV8kCjuCSI1PO2va9qI6Lp8ShR+htO/YtaTpAFFiIDVGWJGqcreBcAVeK3egRNLAkZYkiURy41JSAmc2wNnNIv2+MMfyOU7+JbrJqxz/w7Lzt74LKBB5u2Up9dbC0aO0hUfMWlEzCcy72yQSiQnSkiSRSG5cjvwEKx813efgITrV37HQtMBiZfy7VDy7NYHMeDj+O/QxU8XaHCmn4fCPYrv/NYxFKk/zWyB2O5z4U9wDVO5uk0gkRqQlSSKR3LjEGIooOnmDvYvYzk+Hsxvh84EQu6Pq8zPi4bQh4PmexeI5fo9oG1IdRfnwzyuglIjO9UEda3MH1qGFIS7p7EaxHjtncPatv/VIJNcJUiRJJJIbl7id4vneL+HlizD9AkzeLDK4clPhmzth/zeVnx+9DFBEn6/wPtDEUMH6RDUut5QY+OIWOPW36K02oJYB39bCvx24Bpa+9gyXNZAkkhogRZJEIrkxSb8AGRdE0HKTbmKfg5uw6Ez8W/Q7KykSDWBXvwj6YtPzS/QQ/T+x3XmceG59h3iuSiQdXAGf9RdB3k4+8OCPwr1Xn2g0wuWmIl1tEkmNkCJJ0mDRaDSEhYURFhYm25JILEe1IgV2AJ2L6TF7Jxj5NQycKV7v+Qy+GyWaz6qc3SREloNHaTp86+Hi+dxWUTupLMUFopbSqslQlCOsT49vNxUn9YnqcoPKM9skEokJUiRJGixOTk6cP3+e8+fP4+TkVN/LkVxvqPFGYb3NH9dooP8LMOp/YOcEZ9bD10Mh46I4/q/BDdf+ftHOA0Tqv387UPTClVaWv14StZQ0WhjwMoz7FVwDrH9ftaXpANAacnWkJUkiqRFSJEkkkhsT1ZIU2qvqcW3uhAl/grMfJB0RsURnNsKJ1eK46mpTUV1ux38v3Xfwe9j/NaCBB76DAS+B1sYqt2E1HNxFADma0tgqiURSJVIkSSSSG4/cNLh8QmxXJ5IAgjvDI+vAJxKyLsH/7hbxSsFdKlbIVkXS6fVQkA1JR+H3Z8W+AdMhcqi17sL6jPgMntpfP/WaJJLrECmSJA2WvLw8unXrRrdu3cjLy6vv5UiuJ1Qrkk8kOHvX7BzPMJi0RsQSqZS3IgH4tRFuN32B6Mf2wzgozoNmg65tX7baoHMB72b1vQqJ5LpBiiRJg6WkpIR9+/axb98+SkpK6ns5EmtRkAW7F4saRFdLVqKoql0eYzxSDaxIZXH0hLE/Q/fJIuA66r6KYzQa0YMN4I/nIPW0KDR5z+eglf9SJZIbCfkXLZFIri17Poe/XoDPB0Hy8drPs+MjeC8S/plZ8ZgxHqmSoO2qsNXBsPlCLNk7mx+jZruVFIHWDu5bUnOLlUQiuW6QIkkikVxbLu4Xz9mJIptMfW0Jx34tFUd7PhONW1UKcyDhoNi21JJUU4K7gHuI2B7yOoR0q5vrNFC+2XGewR9s5lK6dINLbmzqXSQtWrSIiIgIHBwc6NKlC1u3bq3Redu3b8fW1paOHTua7P/888/p27cvnp6eeHp6csstt7Bnzx6TMbNnz0aj0Zg8AgIaUKquRHIjc+mAeHYLhrwrour1uS0VxxVV8gEcvw9WThbb9i5QUgyb3ylzfK/Y59YEPEKtunQjWq0oEnn/MuGaa2R8tzuOU0nZbI25XP1gieQ6pl5F0ooVK3j22Wd55ZVXiI6Opm/fvgwdOpS4uLgqz8vIyGDcuHEMGjSowrFNmzYxevRoNm7cyM6dOwkNDWXw4MFcvHjRZFzbtm1JSEgwPg4fPmzVe5NIJGbISSltsPrIeojoD4XZ8O1I2Dxf1Br65g54pxm8HgBfDhH91xRFnHMlFpY/AMX50GIwjF0p9h9cLprJAsQaXG11ZUVS8Wstiks2skKnxfoSzqXkAJCcWVDPq5FI6pZ6FUnvv/8+kyZN4pFHHqF169YsWLCAkJAQPvnkkyrPmzJlCmPGjKFXr4r/BJctW8YTTzxBx44dadWqFZ9//jklJSWsX7/eZJytrS0BAQHGh6+vbPYokdQ5qhvMqxm4BcKYHyDydpEptnEe7P5UWJVyU8S4C7tg2Uj4rB8c+lFUxc65DP5RMPIrCO0BLYeKpq2b3hTnxBmCtmuS+i+xmPgreRTqRbB8cpYUSZIbm3oTSYWFhezfv5/Bgweb7B88eDA7dlTemfvrr7/mzJkzzJo1q0bXyc3NpaioCC8vL5P9MTExBAUFERERwQMPPMDZs2ernKegoIDMzEyTh6Tu8fHxwcfHp76XIbEWqkgK7CCe7Rxg1FKROt/8Fuj5JNz1MTy6EZ4+AL2mio71iYdg5SOi9pFrIIxZATpXMcfAl8XzkZ/F/PH7xOvKKm1LrorTydnG7eSs/HpciURS99jW14VTUlLQ6/X4+/ub7Pf39ycxMdHsOTExMUyfPp2tW7dia1uzpU+fPp3g4GBuuaW0f1KPHj1YunQpLVu2JCkpiXnz5tG7d2+OHj2Kt7f5DJU333yTOXPm1PDuJNbA2dmZy5dlzMMNRXmRBGBjCze/Yn78kNeh7//Brk9EgLYCjP4e3INLxwS2hzZ3iWDunyZBUa7ot+YTWVd30ag5fbmsSJKWJMmNTb0HbpdvXKooitlmpnq9njFjxjBnzhxatmxZo7nfeecdli9fzsqVK3FwcDDuHzp0KPfeey9RUVHccsst/PnnnwB88803lc41Y8YMMjIyjI8LFy7UaA0SiaQMqkgK6ljzc5y8hIj6v1Pw3BHz5w54GdBAaox4HdpL1iyqI0wsSTdYTNKFtFw+2XSGrPyi+l6KpIFQb5YkHx8fbGxsKliNkpOTK1iXALKysti3bx/R0dFMnToVEMUGFUXB1taWf/75h5tvvtk4/t133+WNN95g3bp1tG9fdQl+Z2dnoqKiiImJqXSMTqdDp9NZcosSiaQseelw5ZzYDqhFWww7h9JGs+XxawXtR8GhFeJ1XQdtN2LKiqTLWQWVfrG9Hlm4Poaf9sfjZG/D+N7h9b2ca0pmfhH/2xnLqK4h+LrKzzqVevuqZW9vT5cuXVi7dq3J/rVr19K7d8VYAjc3Nw4fPsyBAweMj8cee4zIyEgOHDhAjx49jGPnz5/Pa6+9xt9//03Xrl2rXUtBQQHHjx8nMDDw6m9MYjXy8vIYMGAAAwYMkG1JbgQSD4lnj1BhHbI2/V8CjaGpbFgf688vQVEUzpRxtxXqS8jIu3GsLrGpImvvUkbj+3/z3w2nmb/mJB9tqNxY0BipN0sSwPPPP89DDz1E165d6dWrF4sXLyYuLo7HHnsMEC6uixcvsnTpUrRaLe3amTaa9PPzw8HBwWT/O++8w6uvvsp3331HeHi40VLl4uKCi4sLANOmTeOOO+4gNDSU5ORk5s2bR2ZmJuPHj79Gdy6pCSUlJWzevNm4LbnOMRePZE28m8E9iyE9ThR7lFidy1kFZOUXo9WAk70t2QXFJGcV4OFkX99LswqX0kUgemp2YT2v5NqzLUZklB69JJOSylKvIun+++8nNTWVuXPnkpCQQLt27Vi9ejVhYWEAJCQkVFszqTyLFi2isLCQkSNHmuyfNWsWs2fPBiA+Pp7Ro0eTkpKCr68vPXv2ZNeuXcbrSiSSOqCuRRJA1Mjqx0hqjepqC/N2xlarISY5m6TMfFr6u9bzyq4efYlCYqYQSWk5jUskpecWcjxRiKNTiVk3lAv1aqlXkQTwxBNP8MQTT5g9tmTJkirPnT17tlH4qJw/f77aa37//fc1XJ1EIrEaRpHUqX7XIak1amZbM19n8or0xCRn3zDB28lZ+ehLRNHS1BtMJMWm5rD2WBL3dQ3B3dGuwvFdZ9OM9VqzCopJyMgnyMPxGq+yYVLvIkkikdwAZCfDiT/hxB+iTtHQd6DD/aXHC7IhxRDrEFiLoG1Jg+CMwZLUzM/FKI5ulDIAqqsNIC3nxrgnfYnCkh3nmb/mBPlFJcQkZfP2yIp/f7vOppq8PpmUJUWSASmSJBKJebKSQNGDW1DlY07+Bds/hLidiCJGBtb+B9reDbaGLJnEw+K4axC4+NXhoiV1iWpJau7rYtx3oxSULNusN+0GiEk6nZzNiz8d5N+4dOO+v48mMm9EO+xsTHO2dp4RIslVZ0tWQTGnErMYGCn/TqEB1EmSSCQNkKSj8N9u8HFPyK6koGfaOfh+jKENiAJBnWDQf0Tj2uxEOPBd6dhrEY8kqXPUmKTmfi74uYpyDDeKJSmhTEZbTqGe/CJ9Pa7m6vjfzvMM+3Ar/8al46Kz5fUR7fBxsScjr6iC1Sg1u4CTSVkA3NulCYDxtUSKJEkDx8nJCScnp/pexvVNYQ4c+gEKc2s2PuOiaDhbkCEeuz42P27HR6JnWmhvePYITN4kqmP3fkoc374A9MViW4qk657M/CKSDC62Zn4u+Blq6Vy+QWKSyrrb4OrikkpKFJIzLbOw6UsU3vvnJF9uO1fr6wIkZuTzn9+OUlhcwoBIX/55rh8P9gjj1jYBAKw+bFqbcPe5NAAi/V3p1Ux0nDglRZIRKZIkDRZnZ2dycnLIycnB2dm5vpdz/bLhdVj5KKyaUv3Y/AxYdh9kXQInQ4uePV9A3hXTcdmX4cAysT1wBniElB7rPE6ce+U8HF0l9kmRdN2jxiP5uepwc7AziqQb0d0GV+dy+3LbObq/sZ6lO8/X+BxRo+g08/48dlUVvzeeTEZRoEMTd76e0M0YWzQsSoikf44mUqwvLamiutp6NfM2ZinGJGUbg9gbOxaLpAsXLhAfH298vWfPHp599lkWL15s1YVJJBIrUKKHIz+J7eO/wYnVlY8tLoQfxkHyUXDxh0c3gF9bKMyCPZ+bjt39KRTnQ1BnCO9reszeGXo+Lra3vS8sWJdPiNeWtCORNCjOXBaFFpv7iXgkP7dSd5uiXP8fqAkZ5S1JtbeQbT8jag69/dcJEjOqF5GrouP5dPMZABQFYlNraPU1w/rjyQDc0trfJI2/Z1NvPJzsSM0pZM/5NOP+nQb3W8+mXoR6OaGz1VJQXEJcWu3XcCNhsUgaM2YMGzduBCAxMZFbb72VPXv28PLLLzN37lyrL1AikVwFsdshO6n09eppUGDGlK4o8PvTcHYT2DnDmB/AMxz6Pi+O71okMtRAnL/XIJpueg7M1VPp9ijYu0LyMdj6rggAd/YFV1nV/nqlbDwSYLQk5RbqyS4orrd1WQvVkuTtLApjXk1BybMGQZlTqOf11cerHBsdd4WXfj4MgI1W/C3VViTlF+nZfloItJtbmwZe29loGdxGtPz6y+ByS87K53RyNhoN9IjwxkaroYW/+PmeTJQuN6iFSDpy5Ajdu3cH4IcffqBdu3bs2LGD7777rtq6RhKJJeTn53P77bdz++23k59/Y5j0rzlHVornqPvAIwwyL8KGeaZj9EXwx3NwcLlo6zHqm1KLT9sR4NVMuNv2fy327V8i3HLezaHV7eav6+gB3SaJ7W0LxHNgB/OCSnJdUF4kOetscbYXbWCu9+Dt/CK9MQapXbA7UPuCkgXFeuKvlIqc3w9eYodBuJQnMSOfKf/bT2FxCbe09uPODiKT9LyhPYql7DybSl6RngA3B9oEulU4PjRKfEn5+2gi+hKF3WeFRalVgBueBnGoutxkXJLAYpFUVFRkbPS6bt067rzzTgBatWpFQkKCdVcnadTo9XpWr17N6tWr0euv30yTWnPyb1jYEc5vq935+iI49qvY7vggDP9AbO/+DOL3i+28dBGDtP9rQAN3LIQWt5bOobUR1iIQgdr5mbBzkXjd+2lxvDJ6PQm2DsKKBDIe6TrnjJn0f3/V5VbL4O3sgmJ2n02td3ed6mpztLOhqa+If6xt4HZcai4lCrjobHmop+jioAZSlyW/SM/k/+0jOauAlv4uLHigExE+4trnU2onkjYYXG03t/YzWzG7TzMfXB1suZxVwP7YK0ZXW6+m3sYxkQaRVNcZbinZBZRcB3FPFouktm3b8umnn7J161bWrl3LbbfdBsClS5fw9vau5myJRFJjNr4OV87BmlegNh8i5zZDXho4+Yi4oeaDoP39gAK/PyOKO345GM5uFC62B76Dzg9VnKf9/eDWRLjtlj8ggrpdAqDDA1Vf38UPOpWZT4qk65aCYr2x+Wszv1KR5HsVwdtZ+UWM/GQH9y/exZqjSdWfUIckGFxtQR4ORndbbQtKnjUInAgfZ6YNjsTb2Z7Tydks2SGy1hRFYcOJJIZ9uJVD8Rl4OtnxxbhuuOhsCfMWmby1sSSJeYVIGtTKfI0je1stt6outyMJ7CoTtK3SMsBgSapDd9sv0RfpOm8dC9adqrNrWAuLRdLbb7/NZ599xoABAxg9ejQdOoh/fL/99pvRDSeRSK6SpKOQeEhsJxwQgsdSjhgyy9rcBTaGurFD3gBHT0g6DIt6QcpJUdfo4b+h1TDz89jaw03Piu3Y7eK51xOlhSKros/ToLUFNCLIW3JdEmuwjrjqbI2xSFAavH3ZQndbkb6EJ7+L5oThg3jd8foVSZcMlqQgD0e8nMX91TYmSY1HaurrjLuTHS8NbQXAgnUxbDl1mXFf7eHhJfs4ezkHL2d7PnuoK6EGcWS0JNUiJulkUhYX0/PQ2Wrp3cyn0nHD2gmX26roi5xNyUGrge4RXsbjqiXpXEoOBcXWt+DnF+l56y+RyPHV9vNXlcl3LbBIJCmKQkREBLGxsaSkpPDVV18Zj02ePJlPP/3U6guUSBolB5eLZ43BnaXG9dSU4gI48bvYbndP6X5nHxj8utguKRIFIB/dUH2rkE5jwdnw7VTnDl0m1mwdHqEiCHzUN6ZlAiTXFafLtCMp68YpLQNQc5GkKAr/+fUIW05dNoaobT+dUucut/gruXy2+YzZIpFq0HaguwPeLobA7Vq6286liPdKFTwjOzehc6gHuYV6xn21h60xKdjbaJnSrymbXhhgIlDCvMQ5l7MKyLEwGF7NauvT3AdH+8rd4De18MFFZ0t6rhAnbYPcTfq5Bbo74KqzpbhE4Vwt3X5V8e2uWGMj4eyCYn7cF1/NGfWLxSKpRYsWJCUl4enpaXIsPDwcPz9ZxlwiuWr0xaL4I8DgeUIond0Ilw7UfI4zG0RwtUsAhPYyPdZxjCj62GsqTFgNrgHVz2fnCANeEtt9ngaHikGhldJ8kLBmSa5bygdtqxhFkpnCib9EX+Su/27j/X9OcqFMOvmnm8+yfM8FtBr4aHQn7G21JGTkG91UdcXbf5/kzb9O8O2u2ArH1GrbQR6OZdxtV2tJEu+VVqth7l3tjJlrQ9sFsPb5fswY1ho3B9Nms+5Odng6iX2WutxUV9vNlbjaVBzsbEzGlHW1AWg0GqPLzdoZbtkFxSzaJEodqOLwm53nG3RNJotEklarpUWLFqSmplY/WCKR1I6zm0T8j6MXdHuk1BK0fWHN51Cz2tqOqBhcrdGI9iFDXgd7C6qZd3sEnjsmBJakUVGpSHKr3JL06eYzHIzP4MMNp+k3fyMPfbmb9/45ydt/C1fLf4a3YXj7ILqGiS/c2yvJALMWRy9mABB9Ib3CsYuGattB7o54XaVIUq0vTX1KC+C2C3bn1yf78PvUm/hkbBfCvCsvjhtuOM+SMgBpOYX8GycKvlYnkqC0sCSYBm2rlC0qaU2+3HqOtJxCmvo488X4rrg52BKbmstGg8BriFgck/TOO+/wwgsvcOTIkbpYj0QiOWjoeRZ1n4gH6vOMeH3sF0g7W/35RXlw0lA0sqyrzRq4B8s0/kaI0d3mW96SJGKSkspZknILi40p5N0jvFAU2BqTwkcbTgMwsU84E/pEAMI9BLAtpu5EUn6R3miZORyfUeF4aeC2I96GmKTsgmKL+7dl5BYZ3XQRPqZCqF2wO1FN3KudI9xbjUuquSVpk6HKdutAN2OF7aro39IPX1cdnk52dCvj7lOJVGslWTHD7UpOIZ9vFf+/nh/cEjcHO0Z3DwXg6x1X14qlLrFYJI0dO5Y9e/bQoUMHHB0d8fLyMnlIJNbC2dkZRVFQFKXxtCXJz4ATf4ptNXssIAqa3yL6pO34b/VzxKyFwmxwD4Em3epurZJGQUmJwtkU85Yk/0osSUcvZVKiiOM/TOnFlhcGMnVgc8K8nbi3cxNm3t7GOPYmg0jaeTbVpF2GNTlzORvVoxOXlkt6bqmVSFGU0pgkDwfcHG2xNbjGLLUmqe9TgJsDzjrbWq3VKJIscD+uryarrTyO9jb8+dRNrH6mLy5m1mnMcLOiSPp08xmyC4ppE+hmDB5/qFcYWg1sP53aYItXWvxTXLBgQR0sQyK5wTn1D+hcIaxX1eOO/iLaffi2EkHVKn2ehdPrRL+0ATPAxbfyOY78LJ7b3i2tPpKr5mJ6HvlFJdjbaAnxNLVS+BosSVn5wuriYCdcuwcNLq32TTwACPV2YtqQSKYNiawwf7tgd9wcbMnML+bwxQw6hXpWGHO1lHcbHb6YQd8W4m8oM7+YnEJhMQpyd0Sj0eDlbE9yVgFpOYU1ssyoqPFI5a1IlhDuo5YBqJm7rUhfwpaTl4GKVbarQs1MNIea4RaXlktuYTFO9rUTfCqJGfks2XEegBeGRKI1iNAmnk4MaRvAX0cS+Xr7Od66t5oEknrA4jsfP358XaxDIrlxSTkN340SKfPPHRUZZpWhZrV1eMBU4ITfBMFd4OJ+2PMZ3DzT/PnZl+HUGrHd7l7rrF9yXVJYXMIX287Ss6k3nasQHoXFJdhqNcYPrvKcvlyarWVrY+p8cHOwNfb6Ss4sMKayHzK4tDrUwL1ko9XQu5kPfx9NZPvplFqJpJyCYv6Nu8JNzX3MFlEs7zY6FF8qklQrkqeTnTErTBVJlma4GeORfGsvktR4pdgautv2nk8jq6AYb2d7OhhE6dXi7aLD29me1JxCTidnG8VubfloQwwFxSV0DfNkQKTpF7yJfSL460giq6Iv8uJtrYwxYQ0Fi91tAGfOnGHmzJmMHj2a5GRh5vv77785evSoVRcnadzk5+dz3333cd99913fbUmO/wYowkL079LKx6WdhbidoNEaij6WQaMpjU3asxiyKwl03PQmFOdBYEfxkDRavtx2jnf+PskrqyqPH72Qlkunuf8wY+XhSsecqSRoG0QmVGnwdunf6GFDkHRUDT9c+7QwxCXVMnj7/344yENf7uG3g5fMHlcLI4Z6CRFXNi5JzWwLdC+1GKllACwtKHm2XPp/bYgwiKSkzAJyC6suA3Alp5A3V4tA+AGRfsYMOmugBm9X5wZTFKXK7LR959NYvicOgGlDIiuI2G7hnrQLdqOguMQ4riFhsUjavHkzUVFR7N69m5UrV5KdLX4pDh06xKxZs6y+QEnjRa/X89NPP/HTTz9d321JTvxRur3vKyip5F4OrhDPTQeAW1DF462Gi/ik/Az4e3rF48nHS/urDXldutoaMRl5Rcau8jFJWZUWBdwSc5mcQj1rjiVWWqdIdVU1MyOSoDR4W41LysgrMlpU2gdXb0mC0rikf2PTySu07G/9XEoOa46Jhq1bKwn+PpUsPujv7dwEKBVxAJfSSwtJqtS2oKTqbisf4G4J7k52eBjKAFSV4Zacmc/9i3dy+GIG3s72PD6gWa2vaY7IauKS1N+x3m9toP/8jWYtX1n5RTy74gAlCozoFExPM5l0Go2Gib1FEP/SnedrbEG7VlgskqZPn868efNYu3Yt9valZrGBAweyc+dOqy5OIrnuybwkXGRoRBHGjAtw6u+K40r0ZVxto83PpbWBOz8SlqYjP4vebmX5Z6YI7m41XLjnJI2Wz7ecJSNPFAssLlGM2WnlOXYpE4D03KJKq2ar7jZzliSoWCtJtdKEejkZm6ZWR7i3E8EejhTqS9h7Pq1G56h8s+O8sWuPmgZflpyCYi6kCWvRPZ2DARFnlZIt7vdSmZYkKmqtJEvcbSUlijEj7WosSVC9yy3+Si6jPtvJqaRs/N10rJjSq9KfT20xWpLKxXPFX8nltT+O0fvN9bz11wkSMvKJv5LHQ1/uqVAva/Zvx4i/kkewhyNz7mpb6bWGdwgkyN2BpMwCBn+whY/Wx9RJte/aYLFIOnz4MCNGjKiw39fXV9ZPkkjKo2aqhXSHrhPE9p7PK47b+wWkxwoh1Wp45fMFdRKNYwH+fB4KDN/yYtaJwG6tHdw612rLlwgKi0v4ZNOZSsVGQ+JyVgFfbRcp1a6GzKXjCeatAccTMo3bp8zUxFGUUoHVojqRZBBZB+PTAWhfg3gkFY1GQ5/mwspgSb2kjLwifth3wfj67OUck8w1KC1f4OuqI8TLyRgvpFqTEjIqWpKMBSXNWJLOp+Tw1l8nyMg1badxKUMEuNvZaGjiWfNgb3NEGGK7zqVUtCSdS8lh1Kc7OZ+aS4iXIz9O6W11gQQQGSDmPBSfzuzfjjLuqz30eWsDfd/ZyJfbzpFTqKelvwvz7m5HqJcTcWm5jPtqj1Gc/3kogZ//jUergQ/u71ihcGZZdLY2LJ/ck5ua+1BQXMJ7a08xbOFWdp2tf01hsUjy8PAgISGhwv7o6GiCg4OtsiiJ5IbhuKE1SKvh0HUSoBHVs1NiSsekx8G6OWL7lv9UX+BxwMvgGQ6ZF2H9XFGh+x9DIHePKeBtXbO7BP63K5a3/z7BG6uP1/dSquXjjafJLdTTIcSDe7sI91JZMaRSUqIYe6eB+Zo4KdmFZOQVodVUbh1Rs6SSMoVIOlQLkQRl6iVZIJJ+2HuBXMOHtVq8MTou3WSMel8tDbV/VBegavG6WKYliYpXFa1JFq6P4dPNZ3h/7UmT/aqLMdTLqUKAu6VUZknKL9Lz4Oe7uJSRTzNfZ36c0tsYLG9tWhgsSem5RSzZcZ4tpy5zMT0PRRHu0SUTu7Hm2X6M7RnG/yZ1x8dFx4nELB75Zi/nU3J4eZWIc3t8QDOT1iuVEebtzP8mdWfhAx3xcbHnzOUcHli8i5d+OlTnLWuqwuKf5JgxY3jppZdITExEo9FQUlLC9u3bmTZtGuPGjauLNUok1ye5aXB+m9huPRw8w6DlbeL13i/Es6LAH89BUQ6E9oYuD1c/r70TDF8gtvd8Dn88C5ePi8a1/aZZ+y4kwLpjogFrQ63lohJ/JZdlu0XbjReHRNImULSPMSeSYtNyyS0T/2Ou63uMIZYnxMvJmN5fnlJLkrDIqJltlmZEqU1Zj17KrFF9omJ9iTGt/OE+EcasuP2xpi439b5U95EaTK6uUw3cDjZjSUo1E7itCsvfDyVQVKauU/l2JFeDWgagfO+0zacucykjHz9X4WILcK88jf9qcXOwY8bQVtzS2p/J/Zry9r1R/PhYL/599Va+faQHAyL9jEHYYd7OLH24O64Otuw9f4XbFm4hI6+IqGB3nhnUssbX1Gg03NUxmPXPD+DBHqFoNODiYGs2Y/FaYbFIev311wkNDSU4OJjs7GzatGlDv3796N27NzNnVpKWLJE0Rk6tAUUPfm3Bq6nY1/1R8XzgOyjIFj3aTq8DGx3c+SFoa/gn2WwgdHwQUCD6f2LfgBlCKEmsSkZekTFO5mJ6XrUZR/XJgnUxFOkV+jT3pk9zH1oFCmFwPCGzwrdxNR5JRQ1uLosxs62KD37VknQ5q4DkrHwSMvLRaET9I0vwddXRyhAsvONM9daktceSuJieh6eTHXd3CqZzmAdQMS7plOEe1No/qoXr8MV0SkoUEg3utsCyIslFCL/yYk1fonDGEKOVllPIZkN9IrBO+r9KuNGSZOpu+92QvXdXxyB8DGusS6b0b8YX47vy8rDW3N8tlG7hXpWm6LcJcuPL8d3Q2WrJLyrBwU7Lggc6Ym9ruVXN3cmO10dEsfLx3jx3a81FVl1gcZ0kOzs7li1bxmuvvca///5LSUkJnTp1okWLFnWxPomk7ijMFcHQtpX8s9EXwV8viiax/V+0PFtMzWprXSbGqOlA8GoGaWdg1yLY9YnY3/9F8LHwb2jwPIj5B3Iug3dz6FoDK5TEYracukxxmRTns5dzLBYA14KYpCxW/is6qr8wpBUgrCdaDVzJLSI5qwD/MgUEVetS1zBP9sVeISYpG0VRTL61G3u2+VchksrEJKkurOa+LmYrOVfHTc19OJGYxQ/74skt1FNSoqBXFJztbRnc1t+kqKEad/VgjzAc7GyMtaAOXkhHX6IY0+FVS5LqPmoT6IZWI9yDxxIyKdIraDXg71r6f8CrkpikC2m5FBaXWo9WRV/kljb+AEbx1PQqg7ahVCQlZuaTV6jH0d6G3MJi1h8XpT/u6GAm+7UB0D3Ci88e6sK7/5zksf7NrirLD6iTwqKWYvFv8dy5c5k2bRpNmzaladOmxv15eXnMnz+f//znP1ZdoKTx4uTkZCwx4eRkZb97bhp81FnE9kxaBzZm/hQOLhcp+wAFmUKU1FQoFebC6fViu2wgtlYrrEl/T4eNr4t9/lGlNZAswckLRnwq4pJuextsKg+MlNSeDeWab565nN0gRdLbf5+kRIHBbfzpGOIBiI7vTX1dOJ2czbGETBORdMwgkoZGBXIwPp3sgmIuZeSbuJ1iamJJci21uqiurpr0KDNHnxY+fLHtHFtOXWbLqcsmx3xc7HliQHPG9AjlVFIWe89fwc5Gw0O9wgAhCF10tmQXFHMyMYs2QW5k5BWRaMi4UmOSnHW2NPdz4VRSNmuOitIB/m4OJnFEqrstq6CYgmI9Olsbk/dDrRC+9ngSGXlFuDvalbEkXb27zdPZHndHOzLyiohNy6FVgBvrjieTV6QnzNuJqAb4+6cyINKPAZE1r/zd0LHYDjZnzhzjB1dZcnNzmTNnjlUWJZGA8E87Ozvj7OxsfZ/0+W2QdwUuRUO0mQKPxYWwZX7p653/hU1v1Xz+M+tFUUePUFHbqCwdRoOdQfRptMLNVluB0/wWmLKl+nYnklpRrC9h40khkpoZ3ChnLjesOi4Afx9JYN3xJGy1Gl4o1/pDdWGdKJfhprrbOjRxp6mP+GAvH5d0uopCkiqeTvbGXmeqoKxt5ee+zX14qGcY/Vr6MjDSl1ta+zG4jT8hXo6kZBcy949jDJi/iVd/EQUyh7cPMgo/G62GDiFCPKgutxhD0HaQuwOuZbKrooLF+lSRFFgutsfNwc5oibqSU5rFpsZoDWzlR0t/FwqLS/jrcAL5RXpjAPjVpv+rhBsCss8bMtxUV9sd7YPqNUansWGxSCpvjlU5ePCgbHAruX6I31u6vektKCz3wXdgmcg6c/GHWwzif/NbsP3Dms1/3OBqazW8ovXJ0QM6PSS2ez8FwZ0tXr7k2hB9IZ30XGEpGNklBCh1qzQUMnKLePVX0e3gsf7NjG4lldZmgrfTcgqNFpZWgW7GhqZlM9wy84uMaf2VFZIE0Go1+BqsSWpQs6WZbSq2Nlpeu7sdSx/uztcTu/PF+G4sHteVDf83gDdGRBHo7kBiZj4HDW69h/tEmJyvutxUkWTMbAswfU/U9allD8r3Z9NqNXg6CWuSWk8J4LRhfEt/V0Z0EpmDK6MvEpuai6IIC5O3ldpqlM1wy8wvMsY/NVRX241Kjd1tnp6eaDQaNBoNLVu2NBFKer2e7OxsHnvssTpZpKRxUlBQwJQpUwD47LPP0OmsGKh4cb9hQwPZSbDzYxEXBFBcAFveFds3PQc9H4eSYtjwGqx9FeydodukyufWF8Gpv8R2ZTWPBr8G7e6BJt2tcjuSumHdcZHVNjDS11g35kw91Eo6cCGdvefSGNMjtEJ3+TdWH+dyVgFNfZ2ZenPzCueay3BTt8O8nXDR2dLSIILKVldWrUj+broqa9yACN5W6w3ZajVGYWYt7Gy0jOkRyj2dg1m+J46vt5+na7hnBbeeKpLUMgBqtfDIcsKx/Hnmmtj6uNiTkl1gErwdU8ay1r6JO++sOcGec2lG12CEr4vVrDzhBovU+dQc/jmaRKG+hJb+LsZK2JJrQ41F0oIFC1AUhYcffpg5c+bg7l76S2Zvb094eDi9ekmTv8R6FBcX88033wDw8ccfW08k6YuFmw2EMNr8NmxfCF0mgouvyBbLjAfXQOgyQYzrN01Ym7a9D3/+n2gbEjnU/Pznt4nWIU4+ENrT/BhbXeXHJA2GDYZA2Ztb+xuDUM+l5JgEBpfldHI2TTwdK02Xrw0ZuUWMNxTp+3H/BT57qKvRpbPjdAorDMUU3763vdnrqoLlbEoO+UV6HOxsjCJJFVAtzbSgUK0mLfyq/1D2KxP0HBngatX7L4uDnQ0T+0QwsZwFSaVTqAcgfkZpOYXGkg3lrWttAt2w0WqMPceCzKTSG4O3DSKppMS0sGaguyO9mnqz40yqsQVMMyu52sDU3aa2TrmjvbQiXWtqLJLGjx8PQEREBH369MHW1vLMBYmkQZB8DIpyQecG/V8SqfoJB2DLO3Dra7DlPTHupufBrsw3zEH/gfx0Ecz9x/Oi9YfOzAeI2j8tcqjInpOYoCgijbqpj0ulnecbAnGpucQkZ2Oj1dC/pS8uOlvsbUTH+0vpeYR4mSYTbItJYeyXuwnzdmLB/R2tlpmzaNNpYxXjU0nZ3PnRNt4b1YG+LXyZbmhM+1DPMLqFmw938HfT4eFkR3puEaeTRdC5Go+kCijV0nI6OdsoAKtrR1KWsiLpajvGXw0eTvY09XXm7OUcouOuGEVfeUuSg50NLf1djWIx0Iwlyatca5KL6XnkFemxt9EaG+WO6BTMjjOpxjHWikeCUnfbsYRMsgtE2Ynh0tV2zbE4Jql///7ExsYyc+ZMRo8eTXKy+Kb1999/c/ToUasvUCKxOhf3iefgzkLEqG089n0F6+dA1iVwC4bO5YqjajQw+HWREZd1CTa8XnHuwz/BsV9BY1O1S64R88uBi9zy/hamLv+Xkiq6h9c3608IV1u3cE/cHUUgr/oheNpMXJIatBybmsvIT3eycF0MxWWKDdaG+Cu5fG0omPj2vVF0C/ckq6CYyf/bz6jPdhKXlkuguwMv3hZZ6RwajYbWAUIMqRltx8pZkkK8nIz1bS6kiUBh1WpSVTySitrkFkQgeH2iutzWHU8iNacQjca80CvbfDfIvaJIMhaUNMQkqe9HU19nYybc0KhAHOxKP0atkdmmov6uZeQVoS9RaBfsZlURJqkZFoukzZs3ExUVxe7du1m5cqUx0+3QoUPMmjXL6guUSKxOvCEeKbireG7aX2SJlRSL2kUAfZ8HOzPVbO2d4HaDpWnPZ6VuO4CMeNFPDaDfC6LPmqQCW06JQoGrDyeyYH1MNaPrD1X03NLa37ivmZ8hw81MXNL+WFFwsqW/C/oShQ/WnRJCpopO7tXx/j+nKCwuoVdTb0Z1DeG7R3syoXc4UNp77PUR7Uwyt8yhWoxOJGRRUKw3fuC3DhL7bbQaWhhS5NVg59M1SP9X8XNrGJYkKBVJvx0Q2WChXk442le06JaNSyrb3FalfEFJNbOtrOBy0dkypG2A8bU1CkmqeDrZ4epQ6rGRrrb6wWKRNH36dObNm8fatWuxty+N4h84cCA7d+60eAGLFi0iIiICBwcHunTpwtatW2t03vbt27G1taVjx44Vjv3888+0adMGnU5HmzZtWLVqldWuK7kO0BfBysmwbYH542pmW5OupftumQMYXD/uIaXZZ+Zofgu0uxeUEvj9WSjRQ0kJ/PK4iEUK7iLbg1SB+uEO8OH6GP48VLEXZH2TlV9kbK55c6vSmi9qXFL5MgB5hXqOGlxYX47vxoL7O+Kqs+XfuHRufm8Td3+8nTdXH2fdsaQKjVEr48jFDFYduAjAy8Nao9FosLPRMvvOtiy4vyPezvZM6B3Oza38q5kJk8rbp5OzKS5RcHe0M4nFaWmIPYpJyiK/SM+FK0LctaiikKSK6m7T2WprNL4uUStv5xharrT0Nx9TpZYpcLSzMVtFury7LaaSGK0RnUp7lqpFIK2BRqMxsRzd3j7QanNLao7FIunw4cOMGDGiwn5fX19SUy3r2LtixQqeffZZXnnlFaKjo+nbty9Dhw4lLi6uyvMyMjIYN24cgwYNqnBs586d3H///Tz00EMcPHiQhx56iFGjRrF79+6rvq7kOiF2OxxaIVxn2aaFAMnPgJRTYju4jEgKaAddRNwdA1+pvAq3ypA3QecuYpn2fA67P4FzW0T9oxGLZWHHSsguKDam0N/bWaRQ/9+PBzhSRjg1BLbFpFCkV4jwcTZxoZSKJFNL0oEL6RSXKPi76Wji6cjdnYL569m+9GzqRXGJwoEL6Xy25SyPLN1Hx9f+4b8bqragKYrCW3+dQFFEC4ry2Vh3dwpm38xbmH1n2xrdjzHDLTHTKObaBLqZZGKVlgHI5szlbBQFPJzsapTS3iHEAy9ne+7oEITdVTZ3vVpa+LmaVPtuWYloaxfsxpT+TXl1eBuzGWne5QK31cy28iKwbwtfxvQI5flbW5q1WF0NalxSlzBPmnjWTSNbSdVY/Nvs4eFBQkLFb37R0dEEBwebOaNy3n//fSZNmsQjjzxC69atWbBgASEhIXzyySdVnjdlyhTGjBljNptuwYIF3HrrrcyYMYNWrVoxY8YMBg0axIIFC676upLrBNUFppTAkZ9Nj138F1DAI0xkspXl9vfh6WjoOLr6a7j6w62zxfaG12CdoZbS4HngUzENWyI4ejEDRRHF+94Z2Z4Bkb7kF5Xw6NJ9xgapDYF1hqy2Qa1MKwerIulsOZGkutq6hnkZP3CbeDrx/eRebHtpIO+P6sAD3UII93ZCUeDzredM2luUZ0tMCttOp2Bvo2XaYPPxRpakmjf3c8FGqyE9t4hNhuKY5dP01eDmmKQsE1dbTa7j46Jjz8uDePe+DjVeU11ho9UYK45D5ZYkjUbDjKGtGdMj1OzxstltimKa2Vb+em+MiOLpQdZvzTW4jT+2Wg2P9jWfzSepeywWSWPGjOGll14iMTERjUZDSUkJ27dvZ9q0aYwbN676CQwUFhayf/9+Bg8ebLJ/8ODB7Nixo9Lzvv76a86cOVNp/NPOnTsrzDlkyBDjnLW9bkFBAZmZmSYPSd3i5OREcnIyycnJlrUluXSgdPvQCtNj8Yag7bKuNhWtTWkj2prQeYKoc1SYDfoCaDFE9k+rBtXVFhXsjo1Ww4ejO9HM15mEjHwe//ZfY0p2fVJQrDcGbd/c2lQkqTEnKdmFpOeW1s/ZZ2jH0SWsYkZbE08n7unchLfubc/6/xuAr6uOjLwitsZcrjAWRBPVN1cfB2Bcr7AKWXS1wcHOxthTbN0xIZLaBJmKJNVCcuZyNscTKsbfVIdtPVuQytLZUAoAqHVdITUmKSW7gMTMfLILirHVaozWnWvBHR2CODVvKLe1k662+sLi3+rXX3+d0NBQgoODyc7Opk2bNvTr14/evXszc+bMGs+TkpKCXq/H39/Un+7v709iYqLZc2JiYpg+fTrLli2rtARBYmJilXPW5roAb775Ju7u7sZHSEhItfcouTo0Gg2+vr74+vpaVqAt4UDp9qVouHyq9LWa2dak29UvUKuFOxaAjQ6cfeHOjyxvgtvIUEWSWvHYzcGOL8Z3w0Vny/7YK+w7n1afywOEiEjPLSLAzYEeEd4mx5x1tsYWFmpcUkmJYuxZ1jW86rR/G62G26PEB95vhjYT5Vl9OIETiVm4OdiaLQ5ZW1TLUaEh465NOUtSsIcjzvY2FOkV1huKaFoikhoSnQxitWxGoqUY+7flFxtLJoT7ONeqq/3V0JDLZDQGLP5p29nZsWzZMk6dOsUPP/zAt99+y4kTJ/jf//6HjY3l/tjyH36VtT3R6/WMGTOGOXPm0LJly6ues6bXVZkxYwYZGRnGx4ULF6pcg6SeyE2DK+fFdkgP8Xz4B/GsKKWWpGAzlqTa4N8WntwNj20XLjhJlagiqWyD2AgfZ241dFJfX66ZbH2gFmcc2aWJ2YKR5eOSTiVnkZVfjJO9TQXhYY47O4ospbXHksgzBBeXRe1uP7FPBB5O1mlxAabuNTsbTQUBpNFojEUXY2rQs60h06upN72aevNQzzBjc1pLUcs+AOw5J8R7eVeb5Man1pK4WbNmjBw5klGjRtGiheW+WB8fH2xsbCpYb5KTkytYeQCysrLYt28fU6dOxdbWFltbW+bOncvBgwextbVlw4YNAAQEBFQ5p6XXVdHpdLi5uZk8JHVLQUEBTz75JE8++SQFBQXVnwCQcFA8e4ZD98li+9AKIZCunIfcFNDaVWw6ezV4RUiBVAOy8os4a7C+lO9irqbZrzuWVOP5SkoUNp1MJiu/ZtliNeFSep7RDXZf1yZmx5Q2uhVCYt95YUXqGOJRI5dTpxAPmng6kltY6tZTOXAhnei4dOxttIztGVbr+zCHmuEG0NzP1axFpHzRxetVJDnY2bB8cs8aB7abQ/RvEwkYu6RIarTUqsHtjz/+yBNPPMHIkSO55557TB41xd7eni5durB27VqT/WvXrqV3794Vxru5uXH48GEOHDhgfDz22GNERkZy4MABevQQVoNevXpVmPOff/4xzmnpdSX1R3FxMYsWLWLRokUUFxfX7CTV1RbYESKHgb2LaFR7YXdpv7aAKPM1kCR1ippVFezhaIz3UOnX0gc7Gw1nU3IqBEVXxo/7LzDh6728+dcJq63xp/3xKAr0bOpVaeyJWlzxTLIQfEZXm5l4JHNoNBpjk1K1lo/K1wYr0vAOgcamsdairJWrdaD5OJ2yjWAd7WzMFllsTKjB22r2ZfNKgsAlNy4W9xZ55plnWLx4MQMHDsTf3/+qmvk9//zzPPTQQ3Tt2pVevXqxePFi4uLijI1yZ8yYwcWLF1m6dClarZZ27dqZnO/n54eDg4PJ/meeeYZ+/frx9ttvc9ddd/Hrr7+ybt06tm3bVuPrSq5j1KDtoI6i8GPrO+Hgd8KaZGP40LFGPJLEYg7HlwZtl8fVwY6eTb3ZGpPC+uPJNapcvPGEsPhsP51ilfWVlCj8YHC1jepaecyhMcMtxWBJMmS2damkLYg57uwQxCebzrDp5GUy84twc7AjKTPfWDOqfHd7a+DnqsPL2Z60nMJK3YJl0+Wb+Tk3+ngYb2cdkG1MKJCWpMaHxSLp22+/ZeXKlQwbNuyqL37//feTmprK3LlzSUhIoF27dqxevZqwMGFmTkhIsLh2Ue/evfn++++ZOXMmr776Ks2aNWPFihVGS1NNriu5jlHT/9Vq1+1HCZF0ZCV4Gn6+5jLbJHXOITWzrZK2FYNa+bE1JoW1x5N4tF/VWYaKorDHEOQdm5pLanZBBeuUpew6m0r8lTxcdbYMrSKbSBVJcam5XEzP40JaHhpNaXPVmtAqwJXmfi6cTs5mzZFE7usawrJdsRSXKHQL9zSJ2bIWGo2GW1r78Uv0Jfq39DU7pqy7rSaNbW90vFxKY8K0Guv2ZpNcH1jsbnN3d6dpUwvSpKvhiSee4Pz58xQUFLB//3769etnPLZkyRI2bdpU6bmzZ8/mwIEDFfaPHDmSEydOUFhYyPHjx826Aau6ruQ6JTcN0mPFdqChXktEP3AJEI1p1Xil4C71srzGzpGLlVuSAAYZ4pL2x17hSk6h2TEqZy5nG4v8gYjluVrUgO07OgZVWRTQ302Hs70NxSUKK/fHA0JcuFXTGqQsGo2GO1WX28FL5BfpWbZbfCGc0LvuauLMuzuKPa8MMgZol8fXVYe7o7iP6zUeyZqULaQZ5u2Mg51sWN3YsFgkzZ49mzlz5pCXl1cX65FIak/ZoG1HQ3yI1gaiRpaOcfSyrBaSxCpk5hdxLsV80LZKiJcTrQJc0ZcobDpVdZbb7nOmpQKi49Kvan0ZuUX8dUQkc9xfhasNhMBR45JUYVVd6r851LikHWdS+WbHeVJzCglyd2BI27pLArC31VaZMafRaOhgKMRYF9as642y7UqkaGycWCyS7rvvPq5cuYKfnx9RUVF07tzZ5CGR1Buqqy2wo+n+9veXbjfpKmsZ1QOqFamJpyOeVbS5MGa5Ha9aJKkp2WrvsegLV65qfb8dvEhhcQmR/q7GGk5Vobrc4q+IL4vdLIhHUonwcSYq2B19icI7a04C8FCv8Hovyvj2vVF89lAX+rXwqdd1NATKunBlPFLjxOKYpAkTJrB//37Gjh171YHbEolVUTPb1HgklYAo8G0Nl49brz6SxCLUoO3qBMig1n78d+NpNp+8TGFxidk0dUVR2H1WiKSHb4pg3p/HOXghA32JYrauUU34YZ9wm43qFlKj/2nNynV7N1dpuybc2SGIwxfF2h3stIzuXv9FagPdHQls5FltKmXdbfXduFdSP1gskv7880/WrFnDTTfdVBfrkUiMODo6cu7cOeN2tZTNbCuLRgPD3oHdn0HXiVZdo6RmHDJTRNIcHZp44OOiIyW7gD3n0rjJjDUj/koeiZn52Go13N8thPfXnjI2zq2sT1dVHLmYweGLGdjZaLjbUOixOpqVyb4LcHMg2KN2omJ4h0BeN7QgGdGpiVWLR0qunrLuNhnI3jix2K4bEhIiCylKrglarZbw8HDCw8PRaqv5VTUXtF2WiH7wwDJw8at4TFLnqO629sEeVY7TajXGprLrjpsvLKnGI7Vv4o6rg53ROhUdZ7nLLaegmOdWHABgcNuAGmfINSvjeukS7llri3qguyPDogJw1dnyiGxi2uBQLUkajakwljQeLBZJ7733Hi+++CLnz5+vg+VIJLVEdbWVDdqWNAgycouITc0FKg/aLsstbdS4pCQUpWLD2z3nUgHobuir1ilU/LwtDd5WFIUXfzpETHI2fq46Zg1vU+Nzw7ydUD17NS0iWRkfje7M3pm3yA/hBkhTXxf6tvDhwR6hVWY8Sm5cLHa3jR07ltzcXJo1a4aTkxN2dqZpr2lp9d+gUnJjUFhYyCuvvAKIxsr29lW4Ioyutk6Vj5HUC0cuCStSqJcT7k7Vp8nf1NwHna2W+Ct5nErKrtDFfa+hDUiPCBEs3cmQjWWpSPp861n+PJyAnY2GT8Z2xs+t5lXYdbY2tG/iwZGLGfS9ygBnG60GG638AG6I2Gg1/G9Sj+oHSm5YLBZJCxYsqINlSCQVKSoq4t133wVE6YkqRVLZdiSSBsWh+KqLSJbH0d6Gm5r7sP5EMn8fSTQRScmZ+ZxLyUGjEW4ugI6GIo6i0WwRrjWoV7T9dApvGdqZ/Gd4G7qEWZ6dtvihLqTmFNJcxqpIJDcsFouk8ePH18U6JJKrw1hpu2O9LkNSkeqKSJpjWFQg608k88XWszzQPQR/g5VHrbLdJtDNWLzRz9WBJp6OxF/J41B8Bn2al1p28ov0LN8Th1ajwddVh6+rDluthqnf/UuJAvd2blLrRrJ+bg4WWZ8kEsn1h8UiqSx5eXkUFZl24JZB3ZJrTm6aaGIL5oO2JfXKwfh0ANpbIJLu7hTM0l2xHLyQzuzfjvLJWFElXa2P1D3C1PLTKdST+Ct5RMddMRFJ89ec5Mtt58xeo12wG6+PaCfLmEgkkkqxOHA7JyeHqVOn4ufnh4uLC56eniYPieSaYwzajpBB2w2MAxfSib+Sh72NlnY1dLeBiAV5654obLUa/jqSyD9HRTVsVST1KC+SzMQlnU7O4psd5wEYGOlL1zBPwrydcLSzoYmnI5882EW2mZBIJFVisSXpxRdfZOPGjSxatIhx48bx8ccfc/HiRT777DPeeuutulijRFI1ldVHktQ7Sw0iZXiHQIt6mwG0DnTj0X5N+WTTGf7z61FaB7pxIjELqFjhWm0uG30h3ZgRN+f3YxSXKNzS2p8vxpcWEVWPSwuSRCKpDotF0u+//87SpUsZMGAADz/8MH379qV58+aEhYWxbNkyHnzwwbpYp0RSOfF7xbMM2m5QpGQX8MehBADG9wqv1RzPDGrB6sMJxKbmMukb8XNu7udSoZ5RmyA37G20pOUUEpeWy6mkbLbGpGBvo+XV4a1NxkpxJJFIaorF7ra0tDQiIkTRMzc3N2PK/0033cSWLVusuzqJpDryM+D0erHdfFD9rkViwvd74ijUl9AxxMPYNNVSHOxseGNEFACnkrKBivFIIFLy2waLeMhdZ1N57Y9jAEzqG0GYt3OF8RKJRFITLBZJTZs2NRaSbNOmDT/88AMgLEweHh7WXJukkePo6MiRI0c4cuRI5W1JTvwJ+gLwiQT/dtd2gZJKKdaX8O0uEUw/vnftssdU+jT3YWSXJsbX5eORVDqFiHi0t/46QVxaLv5uOqYObH5V15ZIJI0bi0XSxIkTOXjwIAAzZsxg0aJF6HQ6nnvuOV544QWrL1DSeNFqtbRt25a2bdtW3pbkyM/iud29oneApEGw9lgSiZn5eDvbMywq8Krne2VYa3xddTja2dCrqbfZMWpc0pVckXE7fWgrnHVXlcArkUgaORb/B3nuueeM2wMHDuTEiRPs27ePZs2a0aGDTL+WXENyUuDMRrEdNbJ+1yIxYYkhYHt091B0tlefQebpbM+fT99EboG+0tpEqkgC6Bzqwd0dg6/6uhKJpHFjkUgqKipi8ODBfPbZZ7Rs2RKA0NBQQkND62RxksZNYWEhb7zxBgAvv/xyxYrbx34FRS8Ctr2bXfsFSsxyIjGT3efSsNFqeLCn9f43+Lk6QBXFrYM9HGnq60xcai6z72wrA7QlEslVY5FIsrOz48iRI/Kfj+SaUFRUxJw5cwB44YUXKoqksq42SYNh6c5YAIa09SfQvZJYsjpAo9Hw/aM9ySools1iJRKJVbDY3TZu3Di+/PJLWRNJUr9kXITYHWK73T31u5ZGzMcbT7P3fBpBHo4EezgS6O7Aqn8vAjCulmn/V4OfmwN+1/yqEonkRsVikVRYWMgXX3zB2rVr6dq1K87Opum177//vtUWJ5FUytFVgAKhvcC9SbXDJdYnOTOf+WtOmj0W6e9aaRaaRCKRXC9YLJKOHDlC586dATh16pTJMemGk1wzjvwknqWrrd7YeTYVgDBvJ+7qEER8eh7xV/LIyC1ixrBW8v+BRCK57rFYJG3cuLEu1iGR1JzUM3ApGjQ20Obu+l5No2X76RQAhrQN4PnBkfW8GolEIrE+FtdJkkjqnSMrxXPT/uDiW79racTsOCMsSb2ama9bJJFIJNc7taq0tnfvXn788Ufi4uIoLCw0ObZy5UqrLEwiqRRjVpusjVRfxKXmEn8lD1uthu7hMvZIIpHcmFhsSfr+++/p06cPx44dY9WqVRQVFXHs2DE2bNiAu7t7XaxR0khxcHBgz5497NmzBwcHQwHB1DNw+TjY2EOr2+t3gY2YHWeEq61jiIesai2RSG5YLP7v9sYbb/DBBx/w5JNP4urqysKFC4mIiGDKlCkEBl59+wGJRMXGxoZu3bqZ7sxKFM8eYeDocc3XJBFsN7jaejf3qeeVSCQSSd1hsSXpzJkz3H67+Aav0+nIyclBo9Hw3HPPsXjxYqsvUCIxoSBLPOuqKL0sqVMURWGnwZLUW8YjSSSSGxiLRZKXlxdZWeKDKjg4mCNHjgCQnp5Obm6udVcnadQUFhYyf/585s+fXxr7JkVSvXMqKZuU7EIc7LQm/dIkEonkRsNid1vfvn1Zu3YtUVFRjBo1imeeeYYNGzawdu1aBg0aVBdrlDRSioqKePHFFwF44oknRFuSgkxxUIqkekONR+oW7mWV5rUSiUTSULFYJP33v/8lPz8fgBkzZmBnZ8e2bdu45557ePXVV62+QInEBNWS5ND4kgTScgpZvOUsge4OjO8dXm/r2H7aEI/UTMYjSSSSGxuLRZKXV2m6r1ar5cUXXzR+25dI6pxG6G5TFIWf9sfzxurjXMktAuDmVn6EeDld87UU60vYfVYVSTIeSSKR3NjUKndXr9ezatUqjh8/jkajoXXr1tx1113Y2spUYEkd08jcbaeTs3ll1WF2n0sDQKMBRYG/jyTyaL+m13w9Ry5lklVQjKuDLe2CG581TyKRNC4sDtw+cuQILVu2ZPz48axatYqVK1cyfvx4WrRoweHDhy1ewKJFi4iIiMDBwYEuXbqwdevWSsdu27aNPn364O3tjaOjI61ateKDDz4wGTNgwAA0Gk2Fh5qRBzB79uwKxwMCAixeu6QeaESWpA0nkhi6cAu7z6XhYKdl+tBWvHp7GwBWH0molzWp8Ug9m3pjo5W92SQSyY2NxaafRx55hLZt27Jv3z48PT0BuHLlChMmTGDy5Mns3LmzxnOtWLGCZ599lkWLFtGnTx8+++wzhg4dyrFjxwgNDa0w3tnZmalTp9K+fXucnZ3Ztm0bU6ZMwdnZmcmTJwOi4nfZKuCpqal06NCB++67z2Sutm3bsm7dOuNrGxsZgHpd0IhE0sL1pynSK/Rt4cMbI6II8XIiOTOf1/48RnRcOgkZeQS6O17TNe0wxCP1ka42iUTSCLBYJB08eNBEIAF4enry+uuvVyz8Vw3vv/8+kyZN4pFHHgFgwYIFrFmzhk8++YQ333yzwvhOnTrRqVMn4+vw8HBWrlzJ1q1bjSKpbMwUiArhTk5OFUSSra2ttB5djxjdbW71u4465szlbA5eSMdGq+GD+zvi46IDwM/Nga5hnuw9f4W/jyQysU/ENVtTQbGeveeF208WkZRIJI0Bi91tkZGRJCUlVdifnJxM8+bNazxPYWEh+/fvZ/DgwSb7Bw8ezI4dO2o0R3R0NDt27KB///6Vjvnyyy954IEHcHZ2NtkfExNDUFAQERERPPDAA5w9e7bKaxUUFJCZmWnykNQtDg4ObNy4kY0bN5a2JWkklqRfoi8C0L+lr1EgqdzWTlS2/+twolWvqShKlcf/jU2noLgEHxcdLfxcrHptiUQiaYhYLJLeeOMNnn76aX766Sfi4+OJj4/np59+4tlnn+Xtt9+usYhISUlBr9fj7+9vst/f35/ExKr/+Tdp0gSdTkfXrl158sknjZao8uzZs4cjR45UON6jRw+WLl3KmjVr+Pzzz0lMTKR3796kpqZWes0333wTd3d34yMkJKTKNUquHhsbGwYMGMCAAQNK3aGNQCSVlCisMoikEZ2CKxy/rZ2wgO6NTSM5K98q11x7LIlWr/7Nquj4SsesOSr+Lns380ajkfFIEonkxsdid9vw4cMBGDVqlPEfpfoN9I477jC+1mg06PX6aucr/89WPbcqtm7dSnZ2Nrt27WL69Ok0b96c0aNHVxj35Zdf0q5dO7p3726yf+jQocbtqKgoevXqRbNmzfjmm294/vnnzV5zxowZJscyMzOlUKoPGoFI2ns+jfgrebjqbLm1jX+F48EejnQI8eDghXTWHE3ioZ5hV33N7/fEUVBcwhurTzC0XSAOdqYxeqnZBXy/Nw6Ae7s0uerrSSQSyfWAxSJp48aNVrmwj48PNjY2FaxGycnJFaxL5YmIEHEYUVFRJCUlMXv27AoiKTc3l++//565c+dWuxZnZ2eioqKIiYmpdIxOp0On01V6XGJ9ioqKjP0AJ0+ejJ2dXaMQSaoVaWhUQAWxojKsXQAHL6Tz95GEqxZJRfoSdhlqH13OKmDZ7jgm3WQa6/TV9nPkF5UQFexOvxYyHkkikTQOLBZJVcX/WIK9vT1dunRh7dq1jBgxwrh/7dq13HXXXTWeR1EUCgoKKuz/4YcfKCgoYOzYsdXOUVBQwPHjx+nbt2+NryupewoLC5k6dSoAEyZMwE6rgSJDf8DrKHA7I7eICUv20MTTiY9Gd6pybH6Rnj8Pi/T+EZ0qt9gMbRfIm3+dYNfZNFKzC/B2qb2AP3ghnZzCUqvvp5vP8GCPUKNAy8grYumOWACm3txcutokEkmjweKYJGvy/PPP88UXX/DVV19x/PhxnnvuOeLi4njssccA4eIaN26ccfzHH3/M77//TkxMDDExMXz99de8++67ZoXQl19+yd133423d8VU5WnTprF582bOnTvH7t27GTlyJJmZmYwfP77ublZy9RRmlW5bwZKkKEq1wcrWuMYrvxwmOi6d3w9eIqeguMrx648nk5VfTLCHIz0ivCodF+rtRNsgN/QlCmuPVUyksIRtp0XtoyFt/Wni6Wi0Jqks3XGerIJiWvq7cGvrqq28EolEciNRryWy77//flJTU5k7dy4JCQm0a9eO1atXExYm3AcJCQnExZX+sy4pKWHGjBmcO3cOW1tbmjVrxltvvcWUKVNM5j116hTbtm3jn3/+MXvd+Ph4Ro8eTUpKCr6+vvTs2ZNdu3YZrytpoOQbkgFsHcHG7qqmyi0sZtjCrTT1deHL8V3rzDqyKvoifxwqLfwYfyWPyIDKBZ4aOH1XxyC01RRrHNougKOXMvnrSCIPdK9YV6ymbIsRImlgpB8DI/2YvvKw0ZqkL1H4avs5AJ4c2LzaNUkkEsmNRL33EXniiSd44oknzB5bsmSJyeunnnqKp556qto5W7ZsWaWF4Pvvv7dojZIGghXjkY4nZHE+NZfzqbmsPZbE4LbWr5l1IS2X//x6FChtJ3IhLbdSkZSaXcCmk5cBuKdzxay28gyNCuTdf06x/XQKGblFuDtZLhyz8ouIvpAOQJ/mPvi7OfDfjaeJv5LHst1xKIrCldwiwryduD0q0OL5JRKJ5HrGIneboijExsaSl5dXV+uRSCrHiiIpKbM0dX7Buhiru92K9SU8t+IA2QXFdA3zNLqp4tJyKz3n94OXKC5RaN/EneZ+1d9jM18XWvq7UFyi8OLPB9lxOgV9iWX3sedcGvoShTBvJ0K8nLC31TJ1oKh39unmMyzeIuqHPTGgGbY29eqdl0gkkmuOxSKpRYsWxMdXXktFIqkz6kgkHUvIZM3Rq4vrKc+iTWfYF3sFV50tH9zfkXAfUcz0wpXKRVJVtZEqY1yvcADWHE1izBe76fXmel774xhrjyWx43QK0XFXOJmYRXKm+XpKajxSnzIVtO/p3MQYm5ScVUCQu0OVQeQSiURyo2KRu02r1dKiRQtSU1Np0aJFXa1JIjGPsSWJNUSSyIh0sNOSX1TCgnWnGNzG3yoxNwcvpLNwvSgnMffutoR4ORHiKXqsXUgzb4VNzsrnYHwGWg3c0SGoxtca2zOM5n4u/HrgIqsPJ5KcVcCX287x5bZzFcbOvqMNE8q1MdluEEk3lRFJqjVp+krRsHpyv6bY20orkkQiaXxY/J/vnXfe4YUXXuDIkSN1sR6JxIhOp+OPP/7gjz/+EDWqjJakq0//Vy1JE/tE4Kqz5URiFn8ftU6bj8Vbz6IvURjePpC7OwqrUIiXEwDxlViSTidlAxDq5VShDUl19GzqzZv3tGfPK4P4fFxX7uwQRIcm7rTwcyHYwxF3RxGr9N4/p0jNLi2XkZyZz6mkbDQa6NXUNAv0ns5N6BTqQetAt6sKCpdIJJLrGYsDt8eOHUtubi4dOnTA3t4eR0fTLuRpaWlWW5ykcWNra8vtt99euqMO3G2R/q5M7BPOhxtOs3BdDLe1Dbgqa5KiKOw5J/4GxvUKN2bNqSLpQlqu2aryZ1JyABFnVFt0tjbc2sa/QpXukhKFOz/expGLmSxYF8Nrd7cDYPsZYUVqF+SOp7O9yTn2tlpWPdGn1muRSCSSGwGLRdKCBQvqYBkSSQ2oA5Hk56ZjYKQfX+84z8mkLFYfSWB4+5q7u8oTm5rL5awC7G20tG/ibtwf7CG+TOQU6rmSW4RXOVFy9rKwJDX1NW3EbA20Wg2vDGvD6M938d2eOMb1CqOFvyvbYkSV7ZtkBW2JRCIxi8UiSRZclFwrioqKWLZsGQAPPvggdlYVScLtFODmgLuTHZNuimDBuhgWrIthaLtAbGppTVKtSB1C3E1aijjY2eDvpiMps4C4tNwKIunM5au3JFVFr2beDG7jzz/Hknhj9XG+mtCNbadFuYGy8UgSiUQiKaVW0Zhnzpxh5syZjB49muTkZAD+/vtvjh49atXFSRo3hYWFTJw4kYkTJ1JYWFgauO1wdTFJ2QXFZBsqX/u5OQDw8E0RuDnYcjo5m7XHah+btOe8EEndzVTLDvEsdbmVp9SSVDciCWDGsNbY2WjYePIyX28/T1JmATpbLV3CPOvsmhKJRHI9Y7FI2rx5M1FRUezevZuVK1eSnS3+uR86dIhZs2ZZfYESiRErZbeprjYXnS0uOmFMdXOwY1TXEAA2nrhc67lVS1K3cDMiSY1LKhe8nV+k52K6yHqrC3ebSoSPs7FkwLw/jxnXWVkTXYlEImnsWCySpk+fzrx581i7di329qUug4EDB7Jz506rLk4iMcFK2W2qSPJ3M80iU2sF7TqXWut549Jy0Wowa50pDd42LQNwLiUHRQF3Rzu8y7nhrM3TN7fAw8kOteZkH+lqk0gkkkqxWCQdPnyYESNGVNjv6+tLamrtPlwkkhphpZikZEM8kr/B1abSNdwTG62G2NRcLqVbXlVetSK1CXLD1aFiixC1VlL5MgBnDfFITX2d66yHnIq7kx3PDCqtcSbjkSQSiaRyLBZJHh4eJCQkVNgfHR1NcHDNKwVLJBZjJZGUaLQkmYokVwc72gWLjLRdZy0X/FW52sC0DEBZjPFIPnUXj1SWsT3D6N/Sl4GRvrQJuvqaUxKJRHKjYrFIGjNmDC+99BKJiYloNBpKSkrYvn0706ZNY9y4cXWxRolEYCWRlFSJSALo2VQInNqIpL1q0HY1Iuliep5Jj7UzBpHUzK/u4pHKYmej5ZuHu/P1xO61zuKTSCSSxoDFIun1118nNDSU4OBgsrOzadOmDf369aN3797MnDmzLtYokQisLpIqVrbuaag8vdNCkZSeW8jJJLG+bmYy20CUG7Cz0VCkV4zWLICzhkKS18qSJJFIJJKaYXGdJDs7O5YtW8bcuXOJjo6mpKSETp06yV5uEquj0+n44YcfxLadLRRmGw5cbeB2aY2k8nQL98JGq+FCWh7xV3JpYkjbr45956+gKCKuqLK2IjZaDUEejsSm5nIhLZdgD0cURTHGJDWrw8w2iUQikViOxSJJpVmzZjRr1syaa5FITLC1teW+++4TL/IzSg9YyZLkZ0YkuehsiQp258CFdHadTWNkl5qJpOpcbSqhXk5GkdSzqTfJWQVkFxRjo9UQ6l2za0kkEonk2lAjkfT888/XeML333+/1ouRSCpFdbXZ2INt9Q1gfzt4iSaejnQONU3FVxSlTHab+Xl6NfM2iKRURnZpUqPl7T5XeRHJsqiWqQtXRPacGo8U4umIzlbWK5JIJJKGRI1EUnR0tMnr/fv3o9friYyMBODUqVPY2NjQpUsX669Q0mgpLi5m1apVAIzoHSl+WWtgRToUn87Ty6Pxd9Oxa8Ygk7T6K7lFFOpLAPBzrWhJAhGX9MmmMzUO3s4tLObIRWHpqiyzTSXEy1AGwJDhVpr+L+ORJBKJpKFRI5G0ceNG4/b777+Pq6sr33zzDZ6e4lv6lStXmDhxIn379q2bVUoaJQUFBYwaNQqA7OMbDSKp+nikLadExeykzAIuZxWYuNVUV5u3sz32tubzFrqGeWKr1RB/JY8LabnGrLTKOBCXTnGJQqC7A00MtZAqQ21NEmcQScbMNhmPJJFIJA0Oi7Pb3nvvPd58802jQALw9PRk3rx5vPfee1ZdnERixILMth1nSi1AxxOzTI5VViOpLM46W9o3qXm9pN1l6iNVVwyyfGsSaUmSSCSShovFIikzM5OkpKQK+5OTk8nKyjJzhkRiBWrYkiS/SM++2CvG1ycSMk2OJ1eR/l8WS0oB7K2iqW151KrbSZkF5BfpjZakpj7SkiSRSCQNDYtF0ogRI5g4cSI//fQT8fHxxMfH89NPPzFp0iTuueeeulijRFIm/b9qS9L+2CsUFpcYX58sb0nKMN+SpDy9mgmRtPtsGoqiVDquSF9CdFw6UDOR5OVsj7O9CNA+eznH2Ni2mZ+0JEkkEklDw+ISAJ9++inTpk1j7NixFBUViUlsbZk0aRLz58+3+gIlEqDG7rYdZ1IA8HGxJyW7sIK7LSmrencbiAa1djYaLqbncSEtr9L0/PXHk8gr0uPjYk/zGrjMNBoNIV5OnEjMYmvMZRQF3Bxs67yxrUQikUgsxyJLkl6vZ+/evcybN4/U1FSio6P5999/SUtLY9GiRTg7S5eBpI4oqJklaftp4R57sEcYAKeTsyjSl1qWkmsQkwTgZG9LhyYeQNVxSUt3xgIwqmsI2hq2+FDLAGw6KQLMm/m51HljW4lEIpFYjkUiycbGhiFDhpCRkYGzszPt27enQ4cOUhxJ6p7C6i1JmflFHIpPB2BUtxBcdLYU6RXOGdp+QNnA7eprLalxSZWJpNPJWew4k4pWA2N6hNbkLoDSMgD7YkUsk2xHIpFIJA0Ti2OSoqKiOHv2bF2sRSIxwd7enq+//pqvv/4ae71B6FQhkvacTaNEgQgfZ4I9HIkMEGOPlwneTsqsWUwSlMYlbYm5TG5hcYXj3+6KA+DmVv41bl8CpWUAivQi1qmpTP+XSCSSBkmtGtxOmzaNP/74g4SEBDIzM00eEom1sLOzY8KECUyYMAE7vUiZryq7bbshHqm3Qdy0MoikE4a4pCJ9CSnZNRdJXcM9CfZwJCW7kIXrYkyO5RQU8/P+eADG9Qqz4K6oUHepmUz/l0gkkgaJxYHbt912GwB33nmnSRyFoihoNBr0er31VieRqBQYBHgVlqQdhnik3s18AGgVKASVWgYgJbsARQFbraZGgdI6Wxteu7stDy/ZxxfbznFXx2DaBIk5V0VfJKugmAgfZ25q7mPRrajuNhVZSFIikUgaJhaLpLLVtyWSuqS4uJg1a9YAMCQ3Q/yyOpi3JF3OKuBkkrAY9SpnSVLLAKiuNj9XXY2DrG9u5c+wqABWH07k5VWHWfl4bzQa+HaXCNge2zOsxnOphJRxzWk1yMa2EolE0kCxWCT179+/LtYhkVSgoKCA4cOHA5D9Xpcqe7epRR/bBLrhZbASqTFJlzLyycgtIjFDBG371cDVVpZZd7Rly6kUDlxIZ9meOCL9XTmRmIWDnbbGDXDL4qwTKf+pOYWEejnJxrYSiUTSQLFYJAGkp6fz5Zdfcvz4cTQaDW3atOHhhx/G3d3d2utrdBzZsgpl+0JyPFrR8/FP63s5DYdqSgDsOG0ajwTg5mBHsIcjF9PzOJGYSbKhRlKAhSLJ382BF4ZEMuu3o7zz1wk6hHgAcHfHYNwd7Sy8EUETLydScwplOxKJRCJpwFgcuL1v3z6aNWvGBx98QFpaGikpKbz//vs0a9aMf//9ty7W2KjIz0ojqiAajyuH6nspDYvCqtuSqEHbfcrFB5UN3k6yIP2/PGN7htGhiTtZBcVsMwiyhywM2C6L2p5EtiORSCSShovFIum5557jzjvv5Pz586xcuZJVq1Zx7tw5hg8fzrPPPlsHS2xkOPsB4Kq/Us3ARkYVlqQLablcSMvDVquhW7nWIK0CS0WSsSWJu2WWJAAbrYbXR0Shhh91CfOkbVDtLaejuoYQFezO3Z2Caz2HRCKRSOoWi91t+/bt4/PPP8fWtvRUW1tbXnzxRbp27WrVxTVGtK5CJHno0+t3IQ0OBdCYFUlqK5IOIR646Ex/pVsFGDLcEjONx/xdLRdJAO2C3Xnq5hZ8uCGGqQOb12oOlX4tfenX0veq5pBIJBJJ3WKxJcnNzY24uLgK+y9cuICra9UtI8yxaNEiIiIicHBwoEuXLmzdurXSsdu2baNPnz54e3vj6OhIq1at+OCDD0zGLFmyBI1GU+GRn59f6+teS7Su/gA4kwtF+dWMbmRobcG2osDZdVZUru5TJh5JpXVgaYbbJUMz2ZrUSKqM525tyYnXbmNgK79azyGRSCSS6wOLRdL999/PpEmTWLFiBRcuXCA+Pp7vv/+eRx55hNGjR1s014oVK3j22Wd55ZVXiI6Opm/fvgwdOtSsCANwdnZm6tSpbNmyhePHjzNz5kxmzpzJ4sWLTca5ubmRkJBg8nBwKP1gtPS61xJ7Z08KFUO2U87l+l1MQ0PnCmZ6nMWmimrcrQMrxiuFeztjb6slt1DPWUN7kgB3y2OSTJYhs9EkEomkUWCxu+3dd99Fo9Ewbtw4iotFqwY7Ozsef/xx3nrrLYvmev/995k0aRKPPPIIAAsWLGDNmjV88sknvPnmmxXGd+rUiU6dOhlfh4eHs3LlSrZu3crkyZON+zUaDQEBAVa77rXEUWdLKu4EkgY5yeARUq/rqU/s7e3573//C1disS/4tNLMNmOrETOxRrY2Wlr4uXD0UiaK6AJicQkAiUQikTROLLYk2dvbs3DhQq5cucKBAweIjo4mLS2NDz74AJ2u5t/QCwsL2b9/P4MHDzbZP3jwYHbs2FGjOaKjo9mxY0eF2k3Z2dmEhYXRpEkThg8fTnR09FVft6Cg4Jq0YHG0syFFMVhEshu3JcnOzo4nn3ySJx8Ygp2NxmxmW0mJYsxaqyy1X41LAvH+uupqVflCIpFIJI0Mi0WSipOTE1FRUbRv3x4nJ8srBqekpKDX6/H39zfZ7+/vT2JiYpXnNmnSBJ1OR9euXXnyySeNFiGAVq1asWTJEn777TeWL1+Og4MDffr0ISYm5qqu++abb+Lu7m58hITUjYVHiCSRNVWcnVwn17juKFDT/ytaklJzCikuUdBowNfVvEhXywAABLg7mLTTkUgkEomkMur9K3X5Dyy1B1xVbN26lezsbHbt2sX06dNp3ry5MR6qZ8+e9OzZ0zi2T58+dO7cmY8++ogPP/yw1tedMWMGzz//vPF1ZmZmnQglB3stqQiRpM9Mqv8fUD2i1+tFQP2pPfQtUbAxY0lSrUg+LjrsbMxrfrUMAIiWJBKJRCKR1IR6+wz28fHBxsamgvUmOTm5gpWnPBEREQBERUWRlJTE7NmzKw0a12q1dOvWzWhJqu11dTqdRe7E2mJvoyXVYEnSZyXV+fUaMvn5+QwcOBCA7BmuOJuxJKmtRqqqol3W3RZQixpJEolEImmc1NrddrXY29vTpUsX1q5da7J/7dq19O7du8bzKIpCQUFBlccPHDhAYGCgVa9bV2g0GtK1HgAoWY07JqkC5kSSsYp25eLH11WHj4t9teMkEolEIilLvXpznn/+eR566CG6du1Kr169WLx4MXFxcTz22GOAcHFdvHiRpUuXAvDxxx8TGhpKq1atAFE36d13/7+9O4+Lqnr/AP65DDPDzCCIoGwioIKIkCIquYI/F9Q2I8vMPSvNMk1NMy3JSk1D+VpqZYraomYulVpK5oKZ5oK5kaKCKDIiigzrADPn98dlLgwMyMDMsD3v12tezJx75t4zV4SHc55zzmeYNm2acM4PP/wQjz/+OHx8fKBSqbBq1SqcO3cOq1evrvZ161q2yIFfOzGPgiQ9BoIkIWn7EdP6/VzscOxaBgVJhBBCqq1aQdIvv/xS7RM+/fTT1a47cuRI3L9/H4sWLUJaWhoCAgKwb98+eHrye2KlpaXprV2k1Woxb948JCUlwdraGu3atcPSpUsxefJkoc7Dhw/x2muvQalUwt7eHkFBQTh69Ch69OhR7evWtRxrB6AIsKJ1kvQZyEmqznAbAEwNa4dmNtZ48jFXszSNEEJI48Mxpls9pnJWVvqjchzHoezbyiY8azQaEzav/lKpVLC3t0dWVhbs7AxvulpTry7fiHW501EkbQHxvCSTnrshyc3Nha2tLYCSnKSnlwGP6/f2jV1/EnGJGVg+4jE8363prilFCCGkeoz5/V2tnCStVis8Dhw4gC5duuC3337Dw4cPkZWVhX379qFr1674/fffTfIBmroCCb+9hrU6E9AU13Fr6pEqh9toGI0QQohpGZ2TNGPGDHz55Zfo06ePUBYeHg65XI7XXnsNCQkJJm1gU1QocYCGcRBxDMjLAJpVvnp4k1LD2W2EEEJITRg9u+369euwt7evUG5vb4/k5GRTtKnJk0oleICSgKAJ5yWJxWIsW7YMy4a3gViECkFSfqEGqgK+p83QliSEEEJIbRgdJHXv3h0zZsxAWlqaUKZUKjFr1iy95GhSczJx6VpJaMKrbkskErzzzjt4p18zSAxsS6Kb/i+X0FYjhBBCTM/oIGnDhg1IT0+Hp6cn2rdvj/bt26NNmzZIS0vD+vXrzdHGJkdv/7Ym3JMkUJfsk1euJ6nsUBttNUIIIcTUjP7zu3379jh//jxiY2Px33//gTEGf39/DBw4kH5RmYhMIkIGqCdJo9Hg7JkzwI1MdHXhILLR70m6W42FJAkhhJCaqtEYBcdxGDx4MPr16wepVErBkYnZlNnktin3JBUUFKBHSAgAw9uSKGlmGyGEEDMyerhNq9Xio48+gru7O2xtbZGUxK/j8/7779Nwm4nYiEWlOUmNOUi6/Avww4tA7v1H1+WsALFcr0g33EY9SYQQQszB6CDp448/xsaNG7Fs2TJIJBKhPDAwEN98841JG9dUycQiZKBkaKmxDrcVZAG/TAOu/gac3/ro+lJboFyPpbBGkp35Nx4mhBDS9BgdJG3evBlff/01Ro8eDZFIJJQ/9thj+O+//0zauKZKJhbhntCT1EiDpJNfAQUP+ee3/nl0fYmBLUlouI0QQogZGR0kpaamon379hXKtVotioqKTNKops5GUjYnKaNuG2MOBVnA31+Uvr596tHvkdpWKLpLw22EEELMyOggqVOnToiLi6tQvn37dgQFBZmkUU2drHzitlZbtw0ytZNf8YGSY3s+10iVCmSlVv2ecknbWi1DerYaAPUkEUIIMQ+jZ7ctXLgQY8eORWpqKrRaLXbu3IkrV65g8+bN2LNnjzna2OTIxCI80OUkaYv5YSl5izptk8mU7UXq/x5wbCWgvMD3Jtm7V/4+iX5PUkauGsVaBisOaGlLOUmEEEJMz+iepKeeegrbtm3Dvn37wHEcPvjgAyQkJODXX3/FoEGDzNHGJkcmsUIhxMjhFHyBJZO3bxwB9s8HitXmOf+JL/lAqaUf4D8caF2ySruBITexWIyFk57AwlAJxIpyayRl8e1zspXCWmT0tzEhhBDySDVaJyk8PBzh4eGmbgspYSPmE+IfcM1hy3JLlgHws8zFf5sD3PsPaNURCBpj2nPnPwROrOafh84BrESARw/g9HqDydsSiQSRY0OBQ3GAorneMUraJoQQYm5G/wl+6tQpnDx5skL5yZMncfr0aZM0qqmTlQRJ92HhGW7qbODeFf55UsW8s1rT5SK19AP8n+XLWnfnv6adM9x7JWxJYnjfNkraJoQQYi5GB0lvvPEGbt26VaE8NTUVb7zxhkka1dTJJCVBkrDJrYUWlEw7D4Dxz5OPAYyZ7twFWWV6keYCViXfei3aAnJHQFNYcv1SWq0WlxKTcSldA61YPyfpbpl92wghhBBzMDpIunz5Mrp27VqhPCgoCJcvXzZJo5o6XU9Sula3ya2FepLunC19rroNZCaZ7twXd/CBkpMvn4ukw3GlvUm39Yfc8vPzEfDmdwhYm4t86AdDNNxGCCHE3IwOkqRSKe7evVuhPC0tDdbWNUpxIuXocpLuanRBkoV6ku7E679OPma6c5//kf8aNLa0F0lHCJKqWC+JNrclhBBiYUYHSYMGDcK8efOQlZUllD18+BDvvfcezW4zEV2QlM50W5NYOEhy78Z/NVVeUmYykPI3AA4IHFHxuEfJDLdb5YKk1DJBm3eo3iElDbcRQggxM6ODpKioKNy6dQuenp7o378/+vfvD29vbyiVSkRFRZmjjU2Obrgtw5Jbk+RnAg9u8M97TeO/JseZJi9J14vUNhSwc6t43K1ryaKStwHVndLyk2tLn9u56r2ldLiN1kgihBBiHkYHSe7u7jh//jyWLVsGf39/BAcH43//+x8uXLgADw8Pc7SxyRGLOIisONy3ZE9S2r/8VwcvwDccEEmA7LTSwKmmGAP+LdnA9rEXDdeR2gLOnfjnuqUAHiQB/+01WD2vsBjZBcUAaLiNEEKI+dQoiUihUOC1114zdVtICY7j+E1uC8tsTcIYn+RsLqklSdtuQYBYxucJ3fwLSDoKOLarxXnPAA+uA2I50PGpyuu17l668nan4cCJtQAzvB2LbqhNIRGhmY245m0jhBBCqmB0kLR58+Yqj48bN67GjSGlbMQiZKhLgqTifKAwp8L+ZSaly0dyK9l/z6svHyQlxwHdJtb8vLpeJL8nDW5SK2jdAzi9ge9JynsAxH9baVVhjSSa2UYIIcSMjA6Spk+frve6qKgIeXl5kEgkkMvlFCSZiExihQzYQGMth6g4j9+axKxB0jn+qxAk9QGOoHS9pJr0YhUX8lP/AaDzyKrr6pK3084BJ78EivIgdgvA7Fm9AI6DWFzaY6Sb2UZJ24QQQszJ6CApMzOzQlliYiJef/11vPPOOyZpFClN3i6ycYQoJ48fcqvNsFdVcjOArBT+uWsX/mvr7oBICuTcBTISgZa+xp/3+kEg/wGgaAV4h1VdV7eoZN59IG4FAEDSbwaWv/lCharKkn3bKEgihBBiTibZGdTHxwdLly6t0MtEak4XJKmljnyBOTe51fUiOfqUrkcktint3Uk+WrPz6obaAp8HRI+Ix8suKqktAuxaA52eNVj1Lg23EUIIsQCTbZ8uEolw586dR1ck1aJbKylfUhIkmXNByTtlkrbL8urLf63JopL5D4Erv/HPHzXUpqMLkgDg8deh5URITk5GcnIytNrSJG5aI4kQQoglGD3c9ssvv+i9ZowhLS0NX3zxBXr37m2yhjV1uv3b8sQt+AKzBknlkrZ1vPsCh1GzvKTLPwMaNdCyI+DyWPXe06Yn/1VqB3Qdh/z8fHh7ewMAcnJyoFAoANDmtoQQQizD6CBp+PDheq85jkPLli3xf//3f7SYpAnZWPNBUo4uSDLrcFslQZJ7MGAt4wO0e/8BrTpW73yaIj75GuB7kaobXHn2AoZ9xl/Hxg7IzTVY7S7t20YIIcQCjA6Syg57EPPR9SRli5rzBeZadVuVxi8ayVkBruV6fKylfF5S0hG+N6m6QdJf0UD6ZUDWAggyYrYjxwE9Xq2yikbLkJ5NiduEEELMz2Q5ScS0dDlJWVYOfEFuRu1PqikGcu/rl6Wd47+29AMkiorv8S7JS0qqZvL2vavAkWX886GfAgrHGjW1Mvdz1NBoGaw4wMlWYtJzE0IIIWVVqydp5syZ1T7hihUratwYUko3uy3TqjlfYIrhtp8m8Ft9DPgA6D2D77lJrSRpW8erH/81+Rig1QJWVcTVWi3w61uAphBoP4if1WZid1V8L5KTrRTWIorxCSGEmE+1fsvEx8frPb755ht89dVXOHz4MA4fPoyvv/4a69evx7lz54xuwJo1a+Dt7Q0bGxsEBwcjLq7yneePHTuG3r17w9HRETKZDH5+fli5cqVenXXr1qFv375wcHCAg4MDBg4ciH/++UevTmRkJDiO03u4uLgY3XZzkkn4f5oHKLM1SW1k3+UDJKYF/ogEtk8A1DmV5yPpuHcFJLb8ekd3L1Z9jTMbgJS/AbECeHKlWbZReZhfCABwkFMvEiGEEPOqVk/SoUOHhOcrVqxAs2bNsGnTJjg48ENBmZmZmDhxIvr27WvUxbdt24YZM2ZgzZo16N27N7766isMHToUly9fRps2bSrUVygUePPNN/HYY49BoVDg2LFjmDx5st5ecocPH8aoUaPQq1cv2NjYYNmyZRg8eDAuXboEd3d34VydOnXCH3/8IbwWiURGtd3cdD1JQpCkVgFFBfz6RYbcPs1v6REyGbAy8Fku7+YDJFsXfsHGy7uBjKuAqmTZhsqCJJGYT6hOPMDnJpXPW9LJSgViI/nnAxcCzc2z2XFWfhEAwF5Ge7YRQggxL6MTt6OionDgwAEhQAIABwcHfPzxxxg8eDBmzZpV7XOtWLECkyZNwiuvvAIAiI6Oxv79+7F27VosWbKkQv2goCAEBZX+Mvfy8sLOnTsRFxcnBEnff/+93nvWrVuHn376CQcPHtTbMsXa2rre9R6VpctJeqCRASIJP4SVe6/y4GPnq8CDG/zWJV3HVjx+4Sf+a58ZgFtX4MexfHI1AFhZA84BlTfGu19JkHQU6DWt4nHGgL0zgcJsfg+27q9U/4NWwdraGlOnThWeA6VBkh0FSYQQQszM6KQOlUqFu3fvVihPT09HdnZ2tc9TWFiIM2fOYPDgwXrlgwcPxvHjx6t1jvj4eBw/fhyhoaGV1snLy0NRURFatGihV56YmAg3Nzd4e3vjxRdfxI0bN6q8llqthkql0nuYk252W36RFlC05Asry0vKTOYDJAA4+RUftOgdvwnc/gcAB/gPB9qEAK8d4QMaAHDtXHkPFQB4l9zfm8f56f3lJR8Drv7OB3NPf264J6sGpFIpVq9ejdWrV0MqlQKgniRCCCGWY3SQ9Oyzz2LixIn46aefcPv2bdy+fRs//fQTJk2ahIiIiGqfJyMjAxqNBs7Oznrlzs7OUCqVVb63devWkEql6NatG9544w2hJ8qQd999F+7u7hg4cKBQFhISgs2bN2P//v1Yt24dlEolevXqhfv371d6niVLlsDe3l54eHiYZzhJRzfcll+kAZxK9k27/Y/hyjeOlD6/ewG4+Zf+8Us7+a9efQA7V/65nSswYQ/w1CrgmTVVN8Y5gJ/OX5hTmuhd1vlt/NfOLwKt/Ko+Vy1RkEQIIcRSjA6SvvzySzzxxBMYM2YMPD094enpidGjR2Po0KFYs+YRv2wN4Mol9zLGKpSVFxcXh9OnT+PLL79EdHQ0tmzZYrDesmXLsGXLFuzcuRM2NqU9JUOHDsVzzz2HwMBADBw4EHv37gUAbNq0qdJrzps3D1lZWcLj1q1b1f2INSLs3VakBdqXBHiJBwxXTioJksRy/qtuIUedizv4r4Ej9MutpUDw+EcHNlZWZZYCOKJ/rFgNJJSswh5YcTPa2mCM4d69e7h37x5YSe+YioIkQgghFmJ0kCSXy7FmzRrcv38f8fHxOHv2LB48eIA1a9YI20ZUh5OTE0QiUYVeo/T09Aq9S+V5e3sjMDAQr776Kt5++21ERkZWqPPZZ59h8eLFOHDgAB57rOptMRQKBQIDA5GYmFhpHalUCjs7O72HOdlIyvQk+ZQMSSYfAwrLrULNWOkaRoM/5r/+t5cfYgP4dYuUF/i8o45P17xB3iVLAZRfL+naH0BBFtDMjU/wNqG8vDy0atUKrVq1Ql5eHoCyPUlGp9MRQgghRqnxQjNpaWlIS0uDr68vFAqF8Jd+dUkkEgQHByM2NlavPDY2Fr16Vf+XLWMMarVar2z58uX46KOP8Pvvv6Nbt26PPIdarUZCQgJcXV2rfV1z0x9u8wGat+GTt5PKLZGQfplP6BbLgaCxQNswfhbbqW/44xdLErbbDQDk+nlZRvEO47/eOgkU5pWW6xLCAyJMlotUFSFIklNPEiGEEPMyOki6f/8+BgwYAF9fXwwbNgxpaWkAgFdeecWomW0Av0jlN998gw0bNiAhIQFvv/02UlJSMGXKFAD8EFfZGWmrV6/Gr7/+isTERCQmJiImJgafffYZxowZI9RZtmwZFixYgA0bNsDLywtKpRJKpRI5OTlCndmzZ+PIkSNISkrCyZMnMWLECKhUKowfP97Y22E2utlt+YUafr0hXW9S+SE3XT5Sm56AtQQI4e8dzm7ie510Q20Bz9WuQY7t+N4iTSEfKAGAOhu48hv/vPxQnplQThIhhBBLMTpIevvttyEWi5GSkgK5XC6Ujxw5Er///rtR5xo5ciSio6OxaNEidOnSBUePHsW+ffvg6ekJgO+tSklJEeprtVrMmzcPXbp0Qbdu3fD5559j6dKlWLRokVBnzZo1KCwsxIgRI+Dq6io8PvvsM6HO7du3MWrUKHTo0AERERGQSCQ4ceKEcN36QNeTVFCk4Qt0QdK1WP3Za7ocobYlM9B8wgEHb34IbP97wP1rgLUN4Desdg3iuNJr6K753z6gOB9o0Q5w7VK781cTBUmEEEIsxejEjgMHDmD//v1o3bq1XrmPjw9u3rxpdAOmTp0qrIVT3saNG/VeT5s2DdOmGVinp4zk5ORHXnPr1q3VbV6d0RtuAwCvvoBICjxM4ReBbNmB34stuWQmm26avpUV0OM1YP884MxGvsx3CL9+Um159wP+3VKal6Qbygt83iyraxuSlUdBEiGEEMswuicpNzdXrwdJJyMjQ1jLhtSeTcm2JPlFGj7fSyLnp/ADQGJJHteds/wCjjIHwKVMcnrQaH4rEZ3aDrXp6AKxO/H8ukzX/+RfW2ioTatlyFYXA6DFJAkhhJif0UFSv379sHnzZuE1x3HQarVYvnw5+vfvb9LGNWW6niTGAHWxli/0GcR/1eUl6fKRvPrqbzxrYw90eYl/LmlWOlRXW/bugGN7PjF83zuAtphfiNLJxzTnf4TsgmJhpJF6kgghhJib0cNty5cvR1hYGE6fPo3CwkLMmTMHly5dwoMHD/DXX389+gSkWnSJ2wCfl2QjFvHBzu/v8itfq3Mq5iOV1estPsE6YETVq2kby7sfn+d0rWTfu8DnTXfucqytrYVkemtra9zP4YfabMRWkFrXr732CCGEND5GB0n+/v44f/481q5dC5FIhNzcXEREROCNN96oV1PoGzqxyApiEYciDUN+kQbNAX6GmYM3kJnEbwOim2XmHVbxBM09gMlHK5bXlncocHpDyQsO6FT9VdaNJZVK9fLSsu5lAaBeJEIIIZZhVJBUVFSEwYMH46uvvsKHH35orjaREjZiEYo0xfwyADo+g4F/vgIOL+Gn49u588GTpXj1LX3u2ZsfgrMQmtlGCCHEkozKSRKLxbh48eIjtw0hplG6DIC2tFCXl3T/Gv/VO9RiM8sAAApHPg8JMHvCNmMMubm5yM3NBWOMgiRCCCEWZXTi9rhx47B+/XpztIWUI5OUWwYA4Ge4WZfJMTKUj2Ruz6zmt0AJGmvWy+Tl5cHW1ha2trbIy8ujIIkQQohFGZ2TVFhYiG+++QaxsbHo1q1bhf3aVqxYYbLGNXUVFpQEALGMH/K6VrIMgHcdBEkugfzDwnRBEk3/J4QQYglGB0kXL15E165dAQBXr17VO0bDcKYlLbs1SVk+g/kgyckXsGs6yfLUk0QIIcSSjA6SDh06ZI52EANk4tIFJfUEjQEyrgAdn6qDVtUdCpIIIYRYktFBErGcCluT6EjkwBNRddCiuqWiIIkQQogFGZ24TSxHl7hdUD5IaqKoJ4kQQoglUZBUj9lUlpPURFGQRAghxJJouK0eq3S4rYkQiUQYMWKE8JyCJEIIIZZEQVI91tSDJBsbG2zfvl14TUESIYQQS6LhtnpMyEmi4TZotQyqAgqSCCGEWA4FSfWYjaFtSZqobHUxGOOf02KShBBCLIGCpHqsqQ+35ebmguM4cBwHZcZDAIDU2koIHgkhhBBzoiCpHjO4d1sTlUVDbYQQQiyMgqR6zKZkxW1aJ4kWkiSEEGJ5FCTVYzJaJ0mgyi8GQEESIYQQy6EgqR6zaeI5SWXRcBshhBBLoyCpHmvqidtl0XAbIYQQS6MgqR6jdZJK6dZIoun/hBBCLIVW3K7HGntP0sXULBy4pMTU/u0NTusXiUQYNmwYACBbza8VRT1JhBBCLIWCpHqsseckffr7f4hLzEDblrYYHuRe4biNjQ327t0LAHjjh7MAKEgihBBiORQk1WPCcFuRFowxcBxXxy0yrduZ+QCAlAd5j6xLOUmENG5arRaFhYV13QzSCIjFYohEpll0mIKkekxWZghKXaxtVCtNM8aQlsUHSXce5j+yPm1uS0jjVVhYiKSkJGi1tAUTMY3mzZvDxcWl1p0LFCTVY2WDovxCTaMKkh7mFQl70qVWEiTl5uaiVatWAICg97YDAOzlFCQR0pgwxpCWlgaRSAQPDw9YWdF8IlJzjDHk5eUhPT0dAODq6lqr81GQVI+JrDhIrK1QWKxFfpEGDnXdIBNKyyoQnlfVk5SXxw/FZeUXAxBRTxIhjUxxcTHy8vLg5uYGuVxe180hjYBMJgMApKeno1WrVrUaeqOQvZ6zseb/iRpb8rZSVRoY3XlYAMZYlfWzabiNkEZJo+F/tkkkkjpuCWlMdAF3UVFRrc5DQVI9J2xy28jWSirbk5RfpMHDvKq/kbUlMRQFSYQ0To1tYgqpW6b6fqIgqZ7TJW83tk1ulWWCJKDyvKSyJNZWjSovixBCSP1GQVI911jXSrrzsKDc60cHSdSLRAghxJLqPEhas2YNvL29YWNjg+DgYMTFxVVa99ixY+jduzccHR0hk8ng5+eHlStXVqi3Y8cO+Pv7QyqVwt/fH7t27arVdetSYx1u0+UkWZX0iFKQRAghvMjISHTp0qXG7w8LC8OMGTNM1p6mrE6DpG3btmHGjBmYP38+4uPj0bdvXwwdOhQpKSkG6ysUCrz55ps4evQoEhISsGDBAixYsABff/21UOfvv//GyJEjMXbsWPz7778YO3YsXnjhBZw8ebLG161LjXVrEl1Okp+LHQDgTrnhNwCwsrJCaGgoArv1BDiOgiRCSL1y9OhRPPXUU3BzcwPHcdi9e7feccYYIiMj4ebmBplMhrCwMFy6dEmvjqH3NTQTJkzA8OHDjXoPx3HgOA4nTpzQK1er1XB0dATHcTh8+LDesb179yIkJAQymQxOTk6IiIioZcsfrU6DpBUrVmDSpEl45ZVX0LFjR0RHR8PDwwNr1641WD8oKAijRo1Cp06d4OXlhTFjxiA8PFyvFyg6OhqDBg3CvHnz4Ofnh3nz5mHAgAGIjo6u8XXrUmPMSWKMCTlJwZ78wgaGcpJkMhkOHz6M+Wu2wkospSCJEFKv5ObmonPnzvjiiy8MHl+2bBlWrFiBL774AqdOnYKLiwsGDRqE7OxsC7e0fvLw8EBMTIxe2a5du2Bra1uh7o4dOzB27FhMnDgR//77L/766y+89NJLZm9jnQVJhYWFOHPmDAYPHqxXPnjwYBw/frxa54iPj8fx48cRGhoqlP39998VzhkeHi6cs6bXVavVUKlUeg9LsCmzNUljoSooRl7J8KEuSKpquI1W2yak6WCMIa+wuE4ej1qKpLyhQ4fi448/NtijwRhDdHQ05s+fj4iICAQEBGDTpk3Iy8vDDz/8AADw8vICADz77LPgOE54rfPtt9/Cy8sL9vb2ePHFF2scXBUWFmLOnDlwd3eHQqFASEiIXi/N/fv3MWrUKLRu3RpyuRyBgYHYsmWL3jl++uknBAYGQiaTwdHREQMHDkRubi4iIyOxadMm/Pzzz0LvUPkeoMqMHz8eW7duRX5+6c//DRs2YPz48Xr1iouLMX36dCxfvhxTpkyBr68vOnTogBEjRtTofhijzhaTzMjIgEajgbOzs165s7MzlEplle9t3bo17t27h+LiYkRGRuKVV14RjimVyirPWdPrLlmyBB9++GG1PpspNcbhNt12JA5yMbydFAAoSCKE8PKLNPD/YH+dXPvyonDIJab5tZiUlASlUqn3B7lUKkVoaCiOHz+OyZMn49SpU2jVqhViYmIwZMgQvUUPr1+/jt27d2PPnj3IzMzECy+8gKVLl+KTTz4xui0TJ05EcnIytm7dCjc3N+zatQtDhgzBhQsX4OPjg4KCAgQHB2Pu3Lmws7PD3r17MXbsWLRt2xYhISFIS0vDqFGjsGzZMjz77LPIzs5GXFwcGGOYPXs2EhISoFKphF6hFi1aVKtdwcHB8Pb2xo4dOzBmzBjcunULR48exerVq/HRRx8J9c6ePYvU1FRYWVkhKCgISqUSXbp0wWeffYZOnToZfT+MUeeJ2+XXMqjORq5xcXE4ffo0vvzyS0RHR1eIeKtzTmOvO2/ePGRlZQmPW7duVdlGUxGCpEaUuK3LR3Kxl8GtecnKqNlqFGn0e8tyc3PRsmVLRL7QC9rCAthRkEQIaSB0f3RX9Qd5y5YtAZTuM6Z7DfAb/m7cuBEBAQHo27cvxo4di4MHDxrdjuvXr2PLli3Yvn07+vbti3bt2mH27Nno06ePENS4u7tj9uzZ6NKlC9q2bYtp06YhPDwc27fz20GlpaWhuLgYERER8PLyQmBgIKZOnQpbW1vY2tpCJpNBKpXCxcUFLi4uRi0MOnHiRGzYsAEAEBMTg2HDhundBwC4ceMGAD6hfcGCBdizZw8cHBwQGhqKBw8eGH1PjFFnPUlOTk4QiUQVem/S09MrfFOV5+3tDQAIDAzE3bt3ERkZiVGjRgEAXFxcqjxnTa8rlUohlUqr9+FMSCZpfDlJunwkV3sbOCokwtYryqwCeLTQ35YgIyMDAOAI6kkipCmQiUW4vCi8zq5tajXpCAD4obhmzZoJr11dXYX9yIxx9uxZMMbg6+urV65LkAb4Vc+XLl2Kbdu2ITU1FWq1Gmq1GgoF39PfuXNnDBgwAIGBgQgPD8fgwYMxYsQIODjUfrOsMWPG4N1338WNGzewceNGrFq1qkId3cbH8+fPx3PPPQeAD6hat26N7du3Y/LkybVuR2XqrCdJIpEgODgYsbGxeuWxsbHo1atXtc/DGINarRZe9+zZs8I5Dxw4IJzTVNe1lMa4LUlpT5INrKw4uNnbAHj0MgAUJBHS+HEcB7nEuk4eplz128XFBQBq1BEAAGKx/s87juOEYMEYWq0WIpEIZ86cwblz54RHQkIC/ve//wEAoqKisHLlSsyZMwd//vknzp07h/DwcBQWFgIARCIRYmNj8dtvv8Hf3x+ff/45OnTogKSkJKPbU56joyOefPJJTJo0CQUFBRg6dGiFOrpNav39/YUyqVSKtm3bmn1Wep1ucDtz5kyMHTsW3bp1Q8+ePfH1118jJSUFU6ZMAcAPcaWmpmLz5s0AgNWrV6NNmzbw8/MDwK+b9Nlnn2HatGnCOadPn45+/frh008/xTPPPIOff/4Zf/zxB44dO1bt69YnNo1wnSRlSU6SLjhyay5D8v083MmiIIkQ0jh4e3vDxcUFsbGxCAoKAsAnUB85cgSffvqpUE8sFgv715lDUFAQNBoN0tPT0bdvX4N14uLi8Mwzz2DMmDEA+MAqMTERHTt2FOpwHIfevXujd+/e+OCDD+Dp6Yldu3Zh5syZkEgktfoML7/8MoYNG4a5c+ca3Iw2ODgYUqkUV65cQZ8+fQDwe7IlJyfD09OzxtetjjoNkkaOHIn79+9j0aJFSEtLQ0BAAPbt2yd86LS0NL0oUavVYt68eUhKSoK1tTXatWuHpUuX6nW19erVC1u3bsWCBQvw/vvvo127dti2bRtCQkKqfd36pHEmbpfmJAEQ8pLKr8JdHgVJhJD6JCcnB9euXRNeJyUl4dy5c2jRogXatGmDGTNmYPHixfDx8YGPjw8WL14MuVyuN3Xdy8sLBw8eRO/evSGVSk0yhFWWr68vRo8ejXHjxiEqKgpBQUHIyMjAn3/+icDAQAwbNgzt27fHjh07cPz4cTg4OGDFihVQKpVCkHTy5EkcPHgQgwcPRqtWrXDy5Encu3dPOO7l5YX9+/fjypUrcHR0hL29fYWesKoMGTIE9+7dg52dncHjdnZ2mDJlChYuXAgPDw94enpi+fLlAIDnn3++lneoanUaJAHA1KlTMXXqVIPHNm7cqPd62rRper1GlRkxYsQjpwZWdd36pDGuk5RWJicJKA2SHrV/GwVJhJD65PTp0+jfv7/weubMmQD4qe0bN27EnDlzkJ+fj6lTpyIzMxMhISE4cOCAXq5RVFQUZs6ciXXr1sHd3R3Jyckmb2dMTAw+/vhjzJo1C6mpqXB0dETPnj0xbNgwAMD777+PpKQkhIeHQy6X47XXXsPw4cORlZUFgA9Sjh49iujoaKhUKnh6eiIqKkoYGnv11Vdx+PBhdOvWDTk5OTh06BDCwsKq3T6O4+Dk5FRlneXLl8Pa2hpjx45Ffn4+QkJC8Oeff5o8qKzQNmbswhAEAKBSqWBvb4+srKxKo19T+PlcKqZvPYfe7R3x/SuPm+06lhSwcD9y1MU4OCsU7VraYtupFMzdcQFhHVpi48QeQr3c3FxhUTGPt3/CPwufgEtJYEUIaRwKCgqQlJQkbBNFiClU9X1lzO/vOl8CgFTNppEtAZBdUIQcdTGAij1J5RO3rays0DU4GBIXH9qWhBBCiMVRkFTPleYkNY4Vt3XT/+1lYmHRNmG4LTNfb8VbmUyGX/6Ig+v4lbCxkcFGTN+uhJCmLSUlRVifyNCjPuxBunjx4krbZ2j2Wn1W5zlJpGq6dZLUjSQn6U65fCQAcCtJ4M4t1EBVUKzXY5SVx6+2bScTm3R6LiGENERubm44d+5clcfr2pQpU/DCCy8YPCaTySzcmtqhIKmea2yz23TT/8vmFskkIrRQSPAgtxB3HubrB0nCliT0rUoIIdbW1mjfvn1dN6NKLVq0qPbWJPUdjV/UczaNLEgqP7NNx615xQUl8/LyMLxfF9xe+zIUosbx+QkhhDQcFCTVc7JGtphk6ZYk+l2uutdlgyTGGNLv3IZGlQ47G+pJIoQQYlkUJNVzuuE2dbEWWm3DX63hTpktScpyF9ZKMrygpL0NzWwjhBBiWRQk1XNlZ3QVFDf83iRdTlJ1htvKsqOcJEIIIRZGQVI9Z2Nduo9NYxhyqzwnSVZyvLIgiXqSCCGEWBYFSfWclRUHqTX/z9SQkrcLijS4nZmnV5ajLkZ2Ab+QpEu5nKRH7d9mR8NthJAmIDIyEl26dKnx+8PCwjBjxgyTtaepoyCpAdAlbzek/dve23UB/ZYdwpGr94QyXdJ2Mxtr2Er1h890OUlKVQGKNfzCmWV7zpyaSc3dZEIIqbbIyEhwHKf3cHFxEY4zxhAZGQk3NzfIZDKEhYXh0qVLeufgOA67d++2cMtNa8KECRg+fLhR79HdrxMnTuiVq9VqODo6guM4HD58WO/Y3r17ERISAplMBicnJ0RERNSy5dVDQVIDIKyVVNgwVt1WF2vw2wUltAyI/uOqsIp2WiX5SADQ0lYKsYiDRsuQnq0GAKyLuwGxYxvIWnliYEeXCu8hhJC61KlTJ6SlpQmPCxcuCMeWLVuGFStW4IsvvsCpU6fg4uKCQYMGITs7uw5bXH94eHggJiZGr2zXrl3Cfp1l7dixA2PHjsXEiRPx77//4q+//sJLL71kkXZSkNQA6IKk3MLiOm5J9ZxJzhSGBuNTHuLEjQcASvORyg+1Afywom7G252H+UjKyEXMyTS4vbIGOw+egGPzZhXeQwhphBgDCnPr5mHkfu/W1tZwcXERHi1btiz5CAzR0dGYP38+IiIiEBAQgE2bNiEvLw8//PADAMDLywsA8Oyzz4LjOOG1zrfffgsvLy/Y29vjxRdfrHFwVVhYiDlz5sDd3R0KhQIhISF6vTT379/HqFGj0Lp1a8jlcgQGBmLLli165/jpp58QGBgImUwGR0dHDBw4ELm5uYiMjMSmTZvw888/C71D5XuAKjN+/Hhs3boV+fmleagbNmzA+PHj9eoVFxdj+vTpWL58OaZMmQJfX1906NABI0aMqNH9MBZNGWoAXJvb4EZGLlLu5+Hxto4Wv358SiZaO8jRsppDXkcS+SE2kRXfM7Tm8DX0bOdYukaSneGdvt3sZbj1IB+pD/PxxaFrKNRo0c+3JcI7OZvmgxBC6r+iPGBxHW2t8d4dQKKodvXExES4ublBKpUiJCQEixcvRtu2bZGUlASlUonBgwcLdaVSKUJDQ3H8+HFMnjwZp06dQqtWrRATE4MhQ4ZAJCqdpHP9+nXs3r0be/bsQWZmJl544QUsXboUn3zyidEfaeLEiUhOTsbWrVvh5uaGXbt2YciQIbhw4QJ8fHxQUFCA4OBgzJ07F3Z2dti7dy/Gjh2Ltm3bIiQkBGlpaRg1ahSWLVuGZ599FtnZ2YiLiwNjDLNnz0ZCQgJUKpXQK1TdlbaDg4Ph7e2NHTt2YMyYMbh16xaOHj2K1atX46OPPhLqnT17FqmpqbCyskJQUBCUSiW6dOmCzz77DJ06dTL6fhiLepIaAF9nvhflyl3Ld9P+fjENz645jmlbzlb7PUevZgAA3h7oA5EVh7jEDFy4nVWmJ8lwkKTLS/ruxE0cvnIPYhGHyKf8ac82Qki9ExISgs2bN2P//v1Yt24dlEolevXqhfv370OpVAIAnJ31/8BzdnYWjul6nZo3b67XCwUAWq0WGzduREBAAPr27YuxY8fi4MGDRrfx+vXr2LJlC7Zv346+ffuiXbt2mD17Nvr06SMENe7u7pg9eza6dOmCtm3bYtq0aQgPD8f27dsBAGlpaSguLkZERAS8vLwQGBiIqVOnChvWymQySKVSoTdNIpFUu30TJ07Ehg0bAAAxMTEYNmyY3n0AgBs3bgDgc8AWLFiAPXv2wMHBAaGhoXjw4IHR98RY1JPUAHQoCZKumiFIYoxVGoQUFGnw0Z4EAMDp5EzkF2qEJPLKpKsKkJCmAgC82KMNrt/Lxa74VKw9ck1IxNatiVSebobbqeRMAMD47q54KiyELzt1CnK53MhPRwhpcMRyvkenrq5dTWV3sw8MDETPnj3Rrl07bNq0CY8//jgAVPjZWtXP27K8vLzQrFlpioGrqyvS09Or3Tads2fPgjEGX19fvXJdgjQAaDQaLF26FNu2bUNqairUajXUajUUCr5HrXPnzhgwYAACAwMRHh6OwYMHY8SIEXBwcDC6PeWNGTMG7777Lm7cuIGNGzdi1apVFepotXwu7vz58/Hcc88B4AOq1q1bY/v27Zg8eXKt21EVCpIagA4u/H+W/5SmDZLiUzLx+ndn0dfHCZ8+9xisrPT/83515AZSSxZ3LNYynL/9ECGPGO47msj3IgW628PJVorXw9phV3wqfruohIOc/wvDUE4SUBokAYCbvQ0mh7bF+5cvA4CQ/E0IaeQ4zqghr/pCoVAgMDAQiYmJwmwvpVIJV1dXoU56enqF3iVDxGL9JU84jhOCBWNotVqIRCKcOXNGbzgPgJAgHRUVhZUrVyI6OhqBgYFQKBSYMWMGCgsLAQAikQixsbE4fvw4Dhw4gM8//xzz58/HyZMn4e3tbXSbynJ0dMSTTz6JSZMmoaCgAEOHDq2Qe6W7f/7+/kKZVCpF27ZtkZKSUqvrVwcNtzUAPiU9Sfey1XiQW1jt9xUUaSoNLtKy8vHq5jNQqgqw/cxtrPzjqt7xOw/zsfbINQCAky2fi3Q25eEjr3m0ZMp/P18nAPxQ4cCOzmAMQtsNzW4D9HuY3n/SH3IJxfCEkIZBrVYjISEBrq6u8Pb2houLC2JjY4XjhYWFOHLkCHr16iWUicViaDTmW9olKCgIGo0G6enpaN++vd5Dt1xBXFwcnnnmGYwZMwadO3dG27ZtkZiYqHcejuPQu3dvfPjhh4iPj4dEIsGuXbsAABKJpFaf4eWXX8bhw4cxbty4CoEcwOcuSaVSXLlyRSgrKipCcnIyPD09a3zd6qIgqQGwlVqjtQPfy1KdITfGGL49cROPfXgAI786gbsq/QUa8ws1eHXzaWTkqNGqJBn78z+v4Zd/S7u4l/z2HwqKtOjh1QKv9eP/WjibklnldbVahmPX+J6kfj6l48pT+7fTq1dZTlJQGwd4OykQEeSOIQE05Z8QUn/Nnj0bR44cQVJSEk6ePIkRI0ZApVJh/Pjx4DgOM2bMwOLFi7Fr1y5cvHgREyZMgFwu15u67uXlhYMHD0KpVCIzs+qfrzXh6+uL0aNHY9y4cdi5cyeSkpJw6tQpfPrpp9i3bx8AoH379kJPUUJCAiZPnizkTQHAyZMnsXjxYpw+fRopKSnYuXMn7t27h44dOwqf4fz587hy5QoyMjJQVFRkVBuHDBmCe/fuYdGiRQaP29nZYcqUKVi4cCEOHDiAK1eu4PXXXwcAPP/88zW5LUahP9UbiA7OzXA7Mx9X72ZXOcNNXazBB7svYdvpWwCAf5If4IlVx7D6pSCEtHUEYwzv/PQvLqaq0EIhwY7Xe+G7Ezfx1dEbeGf7v/BylKOgSItf/70DjgM+eMpfWMQyPiWzyjH1i3ey8CC3ELZSa3T1LB2v7trGAY+3bYETNx5AIRGhmdTwt529TIxDs8NqeIcIIcRybt++jVGjRiEjIwMtW7bE448/jhMnTgi9G3PmzEF+fj6mTp2KzMxMhISE4MCBA3q5RlFRUZg5cybWrVsHd3d3JCcnm7ydMTEx+PjjjzFr1iykpqbC0dERPXv2xLBhwwAA77//PpKSkhAeHg65XI7XXnsNw4cPR1ZWFgA+SDl69Ciio6OhUqng6emJqKgoISfr1VdfxeHDh9GtWzfk5OTg0KFDCAsLq3b7OI6Dk5NTlXWWL18Oa2trjB07Fvn5+QgJCcGff/5pkryoR7aPUbJHjahUKtjb2yMrKwt2dnZmv96y3//DmsPXMTqkDT55NtBgnbuqAkz57gziUx7CigPe6N8esZfv4j9lNkRWHN4b1hG56mKsiL0KaysO370SgsfbOkKjZXh182n8+V86nO2kcJBL8J8yG6N6tMGSiEAUFGkQGLkfRRqGo+/0RxtHw8mNX/yZiM8OXMUgf2esG9dN79hf1zIw+puT6ObpgJ9e72Xw/eXl5uYK4+Y5OTlCIiEhpPEoKChAUlISvL29YWNjuJeZEGNV9X1lzO9v6klqIHTJ25UNt52//RCTNp3GvWw17Gys8flLXRHq2xKvh7XDvJ0X8PO5O/hoz2Wh/kfDA4QeKZEVh/+92AURa44jMT0Hd1VqNLOxxuzB/IwIG7EI/m72+PfWQ5xNyaw0SNJN/e/n27LCsd7tnbBzai+4VZK0TQghhNQ3lJPUQOjWSvpPmW0wGfud7edxL1uNDs7N8Ou0PggtCVTkEmtEj+yChU/5w7pk9tqEXl4Y1aON3vub2Yixfnx3OMj5WRXTB/jA0bZ08ciubZoDqDwvKbugSDgW6lMxSOLP4VBpPpIhHMfB09MTnp6etFYSIaTJS0lJEdYnMvSwxGyvR1m8eHGl7Su7bEJDQT1JDUTblgqIrDhkFxRDqSqAa5kemdSH+bhylx9S2/ra43BQ6C/mxXEcJvb2RnevFricpkJEkLvBa7RxlOPHyT1x5mYmnu/moXesaxsHxPyVXGmQdPz6fRRrGbydFJX2NBlLLpebZYyeEEIaIjc3N5w7d67K43VtypQpeOGFFwwek8ka3kgCBUkNhNRahLZOCiSm5+CKMlsvSIormXbfxaN5hQCprAB3ewS421d5HR/nZsKSA2XpErET0rKRV1hcYXq+MPXfp+oEPEIIITVjbW2N9u3b13UzqtSiRYtqb03SENBwWwPiW0le0tGSvdL6mjFAcbO3gbOdFBotw/nbWXrHGGM4IqyPZHiojRBCCGloKEhqQHTbk1xR5ghlxRotjiVWnjBtKhzHoWsbvjep/JDbtfQc3M7Mh1jEmXQD3vz8fHTv3h3du3fX2ymaEEIIsQQabmtASje6VQll51OzoCoohp2NNTq3bm7W63dt44DfLipx9uZDvfKoA/xq3aG+LaGoZA2kmtBqtTh9+rTwnBBCCLEk6klqQPxKhtsS7+ZAo+VnuOlygfr4OEFkZd4ZYF09mwMoXVQSAP6+fh+/X1LCigPmDPEz6/UJIYQQS6IgqQHxaCGHjdgK6mItUh7kAQDiEituA2IundzsIRZxuJ9biJQHedBombD20ugQT6GnixBCCGkMKEhqQERWHHxa6fKSspGVX4Rztx4CAPpaIGHaRixCJzd+dtzZlEz8dOYWLqep0MzGGm8P8jX79QkhpCFITk4Gx3FVTtdvCry8vBAdHV3XzagVyklqYHydm+FCahau3uUXldRoGdq1VMC9uWXWn+jaxgHnbj1E3NUMHC3pxZo+wActqlh6gBBCSNNz6tQpo7aTOnz4MPr374/MzEw0b97cfA0zQp33JK1Zs0bYWyU4OBhxcXGV1t25cycGDRqEli1bws7ODj179sT+/fv16oSFhYHjuAqPJ554QqgTGRlZ4biLS8PYdV6Xl3RFmS0EKX0tMNSmo8tL2hmfiowcNbydFBjX08ti1yeEENIwtGzZEnK5aRYXrit1GiRt27YNM2bMwPz58xEfH4++ffti6NChlS6tfvToUQwaNAj79u3DmTNn0L9/fzz11FOIj48X6uzcuRNpaWnC4+LFixCJRHj++ef1ztWpUye9ehcuXDDrZzUV3VpJ/ylVQtJ2qAXXJtItA6Azf1hHSKzN923k5OT0yB2iCSGNT25ubqWPgoKCatctv3xIZfWMpdVq8emnn6J9+/aQSqVo06YNPvnkE706N27cQP/+/SGXy9G5c2f8/fffwrH79+9j1KhRaN26NeRyOQIDA7Flyxa994eFheGtt97CnDlz0KJFC7i4uCAyMlKvzn///Yc+ffrAxsYG/v7++OOPP8BxHHbv3i3USU1NxciRI+Hg4ABHR0c888wzVe5mcPjwYXAch71796Jz586wsbFBSEhIhd+TO3bsQKdOnSCVSuHl5YWoqCi94+WH2ziOwzfffINnn30WcrkcPj4++OWXXwDwQ5T9+/cHADg4OIDjOEyYMKHSNloMq0M9evRgU6ZM0Svz8/Nj7777brXP4e/vzz788MNKj69cuZI1a9aM5eTkCGULFy5knTt3Nrq9ZWVlZTEALCsrq1bnMVbaw3zmOXeP8PB5bx/LVRdZtA0hn/zBPOfuYaPXnWBardai1yaENC75+fns8uXLLD8/X68cQKWPYcOG6dWVy+WV1g0NDdWr6+TkZLCesebMmcMcHBzYxo0b2bVr11hcXBxbt24dY4yxpKQkBoD5+fmxPXv2sCtXrrARI0YwT09PVlTE/7y+ffs2W758OYuPj2fXr19nq1atYiKRiJ04cUK4RmhoKLOzs2ORkZHs6tWrbNOmTYzjOHbgwAHGGGMajYZ16NCBDRo0iJ07d47FxcWxHj16MABs165djDHGcnNzmY+PD3v55ZfZ+fPn2eXLl9lLL73EOnTowNRqtcHPdujQIQaAdezYkR04cICdP3+ePfnkk8zLy4sVFhYyxhg7ffo0s7KyYosWLWJXrlxhMTExTCaTsZiYGOE8np6ebOXKlXr/pq1bt2Y//PADS0xMZG+99RaztbVl9+/fZ8XFxWzHjh0MALty5QpLS0tjDx8+NPrfRaey7yvGjPv9XWdBklqtZiKRiO3cuVOv/K233mL9+vWr1jk0Gg3z8PBgn3/+eaV1AgIC2KuvvqpXtnDhQiaXy5mrqyvz8vJiI0eOZNevX6/yWgUFBSwrK0t43Lp1q06CJK1WywIX/i4ESaO+/tui12eMsdWHElnosj9Z4l2Vxa9NCGlcGmKQpFKpmFQqFYKi8nRB0jfffCOUXbp0iQFgCQkJlZ532LBhbNasWcLr0NBQ1qdPH7063bt3Z3PnzmWMMfbbb78xa2trlpaWJhyPjY3VC5LWr1/POnTooPcHrVqtZjKZjO3fv99gO3RB0tatW4Wy+/fvM5lMxrZt28YYY+yll15igwYN0nvfO++8w/z9/YXXhoKkBQsWCK9zcnIYx3Hst99+07tuZmZmpfeoukwVJNVZ4nZGRgY0Gg2cnZ31yp2dnaFUKqt1jqioKOTm5la6md4///yDixcvYv369XrlISEh2Lx5M3x9fXH37l18/PHH6NWrFy5dugRHR8MrRi9ZsgQffvhhtdplThzHoYNLM5xK5le9rottQKaGtcfUsPq9fxAhpGHLycmp9JhIJNJ7nZ6eXmldKyv9dABTbJqdkJAAtVqNAQMGVFnvscceE567uroC4Nvq5+cHjUaDpUuXYtu2bUhNTYVarYZara6Q6Fz2HLrz6D7vlStX4OHhoZdT26NHD736Z86cwbVr19Csmf4SLQUFBbh+/XqV7e/Zs6fwvEWLFujQoQMSEhKEe/DMM8/o1e/duzeio6Oh0Wgq/BsZ+jwKhQLNmjWr8t+vrtX57DaO018AkTFWocyQLVu2IDIyEj///DNatWplsM769esREBBQ4Ztm6NChwvPAwED07NkT7dq1w6ZNmzBz5kyD55o3b57eMZVKBQ8Pj0e20xzKBknm3K+truXn5wv/Vr/99luD3EGaEFIzxsyKMlfdylT3Z5FYLBae636v6XYPiIqKwsqVKxEdHY3AwEAoFArMmDEDhYWFlZ5Ddx7dOarz+1Kr1SI4OBjff/99hWMtWxr/R7bueoauzUoWGa5KVZ+nPqqzIMnJyQkikahCr1F6enqF3qXytm3bhkmTJmH79u0YOHCgwTp5eXnYunUrFi1a9Mi2KBQKBAYGIjExsdI6UqkUUqn0keeyBN0ebk62UnR0savj1piPVqvFkSNHhOeEEFIf+Pj4QCaT4eDBg3jllVdqdI64uDg888wzGDNmDAD+Z1xiYiI6duxY7XP4+fkhJSUFd+/eFX5vnjp1Sq9O165dsW3bNrRq1Qp2dsb9vjhx4gTatGkDAMjMzMTVq1fh58fvrODv749jx47p1T9+/Dh8fX0r7UV6FImEX0pGo9HU6P3mUGez2yQSCYKDgxEbG6tXHhsbi169elX6vi1btmDChAn44Ycf9Kb1l/fjjz9CrVYL34BVUavVSEhIELpD67vwTi7wc2mG18PawcrMW5EQQgjRZ2Njg7lz52LOnDnYvHkzrl+/jhMnTlRI7ahK+/btERsbi+PHjyMhIQGTJ0+udqqJzqBBg9CuXTuMHz8e58+fx19//YX58+cDKO3xGT16NJycnPDMM88gLi4OSUlJOHLkCKZPn47bt29Xef5Fixbh4MGDuHjxIiZMmAAnJycMHz4cADBr1iwcPHgQH330Ea5evYpNmzbhiy++wOzZs436DGV5enqC4zjs2bMH9+7dq3LI1VLqdAmAmTNn4ptvvsGGDRuQkJCAt99+GykpKZgyZQoAfohr3LhxQv0tW7Zg3LhxiIqKwuOPPw6lUgmlUomsrKwK516/fj2GDx9uMMdo9uzZOHLkCJKSknDy5EmMGDECKpUK48ePN9+HNaFWdjb4fUY/TOrjXddNIYSQJun999/HrFmz8MEHH6Bjx44YOXKkUbk177//Prp27Yrw8HCEhYXBxcVFCECqSyQSYffu3cjJyUH37t3xyiuvYMGCBQD4QA4A5HI5jh49ijZt2iAiIgIdO3bEyy+/jPz8/Ef2LC1duhTTp09HcHAw0tLS8Msvvwi9PV27dsWPP/6IrVu3IiAgAB988AEWLVpUq2n77u7u+PDDD/Huu+/C2dkZb775Zo3PZTK1TiGvpdWrVzNPT08mkUhY165d2ZEjR4Rj48eP15uZEBoaanBWwvjx4/XOeeXKFQZAmCZZ3siRI5mrqysTi8XMzc2NRUREsEuXLhnV7rpaAqApycnJEf6Nyy7hQAhpPKqahUSMd+zYMQaAXbt2rcbnMOUss7piqtltHGPVyLQiFahUKtjb2yMrK8vocV5SPbm5ubC1tQXAz3QxRcIlIaR+KSgoQFJSkrDzAjHOrl27YGtrCx8fH1y7dg3Tp0+Hg4NDhXwhY9TH7UGMVdX3lTG/v+t8dhshhBBCaiY7Oxtz5szBrVu34OTkhIEDB1ZY+ZrUHAVJpF5r6Pv+EEKIOY0bN04vd9cUwsLCqjWdvymgIInUWwqFokZ7KhFCCCGmUKez2wghhBCgegsRElJdpvp+oiCJEEJIndEtPFh+pWlCaiMvLw9AxRW+jUXDbaTeKigowHPPPQcA2LFjB818IaQRsra2hlwux7179yAWiyvstUaIMRhjyMvLQ3p6Opo3b17j1b91KEgi9ZZGo8G+ffuE54SQxofjOLi6uiIpKQk3b96s6+aQRqJ58+Z6G//WFAVJhBBC6pREIoGPjw8NuRGTEIvFte5B0qEgiRBCSJ2zsrKiIXVS79DgLyGEEEKIARQkEUIIIYQYQEESIYQQQogBlJNUQ7qFqlQqVR23pPEqu9q2SqWiGW6EEEJqTfd7uzoLTlKQVEPZ2dkAAA8PjzpuSdPg5uZW100ghBDSiGRnZ8Pe3r7KOhyjteBrRKvV4s6dO2jWrBk4jjPpuVUqFTw8PHDr1i3Y2dmZ9NykFN1ny6D7bBl0ny2D7rPlmOteM8aQnZ0NNze3Ry5eSj1JNWRlZYXWrVub9Rp2dnb0n9AC6D5bBt1ny6D7bBl0ny3HHPf6UT1IOpS4TQghhBBiAAVJhBBCCCEGUJBUD0mlUixcuBBSqbSum9Ko0X22DLrPlkH32TLoPltOfbjXlLhNCCGEEGIA9SQRQgghhBhAQRIhhBBCiAEUJBFCCCGEGEBBEiGEEEKIARQk1TNr1qyBt7c3bGxsEBwcjLi4uLpuUoO2ZMkSdO/eHc2aNUOrVq0wfPhwXLlyRa8OYwyRkZFwc3ODTCZDWFgYLl26VEctbhyWLFkCjuMwY8YMoYzus2mkpqZizJgxcHR0hFwuR5cuXXDmzBnhON1n0yguLsaCBQvg7e0NmUyGtm3bYtGiRdBqtUIdutfGO3r0KJ566im4ubmB4zjs3r1b73h17qlarca0adPg5OQEhUKBp59+Grdv3zZPgxmpN7Zu3crEYjFbt24du3z5Mps+fTpTKBTs5s2bdd20Bis8PJzFxMSwixcvsnPnzrEnnniCtWnThuXk5Ah1li5dypo1a8Z27NjBLly4wEaOHMlcXV2ZSqWqw5Y3XP/88w/z8vJijz32GJs+fbpQTve59h48eMA8PT3ZhAkT2MmTJ1lSUhL7448/2LVr14Q6dJ9N4+OPP2aOjo5sz549LCkpiW3fvp3Z2tqy6OhooQ7da+Pt27ePzZ8/n+3YsYMBYLt27dI7Xp17OmXKFObu7s5iY2PZ2bNnWf/+/Vnnzp1ZcXGxydtLQVI90qNHDzZlyhS9Mj8/P/buu+/WUYsan/T0dAaAHTlyhDHGmFarZS4uLmzp0qVCnYKCAmZvb8++/PLLumpmg5Wdnc18fHxYbGwsCw0NFYIkus+mMXfuXNanT59Kj9N9Np0nnniCvfzyy3plERERbMyYMYwxutemUD5Iqs49ffjwIROLxWzr1q1CndTUVGZlZcV+//13k7eRhtvqicLCQpw5cwaDBw/WKx88eDCOHz9eR61qfLKysgAALVq0AAAkJSVBqVTq3XepVIrQ0FC67zXwxhtv4IknnsDAgQP1yuk+m8Yvv/yCbt264fnnn0erVq0QFBSEdevWCcfpPptOnz59cPDgQVy9ehUA8O+//+LYsWMYNmwYALrX5lCde3rmzBkUFRXp1XFzc0NAQIBZ7jttcFtPZGRkQKPRwNnZWa/c2dkZSqWyjlrVuDDGMHPmTPTp0wcBAQEAINxbQ/f95s2bFm9jQ7Z161acPXsWp06dqnCM7rNp3LhxA2vXrsXMmTPx3nvv4Z9//sFbb70FqVSKcePG0X02oblz5yIrKwt+fn4QiUTQaDT45JNPMGrUKAD0PW0O1bmnSqUSEokEDg4OFeqY43clBUn1DMdxeq8ZYxXKSM28+eabOH/+PI4dO1bhGN332rl16xamT5+OAwcOwMbGptJ6dJ9rR6vVolu3bli8eDEAICgoCJcuXcLatWsxbtw4oR7d59rbtm0bvvvuO/zwww/o1KkTzp07hxkzZsDNzQ3jx48X6tG9Nr2a3FNz3XcabqsnnJycIBKJKkTC6enpFaJqYrxp06bhl19+waFDh9C6dWuh3MXFBQDovtfSmTNnkJ6ejuDgYFhbW8Pa2hpHjhzBqlWrYG1tLdxLus+14+rqCn9/f72yjh07IiUlBQB9P5vSO++8g3fffRcvvvgiAgMDMXbsWLz99ttYsmQJALrX5lCde+ri4oLCwkJkZmZWWseUKEiqJyQSCYKDgxEbG6tXHhsbi169etVRqxo+xhjefPNN7Ny5E3/++Se8vb31jnt7e8PFxUXvvhcWFuLIkSN0340wYMAAXLhwAefOnRMe3bp1w+jRo3Hu3Dm0bduW7rMJ9O7du8ISFlevXoWnpycA+n42pby8PFhZ6f+KFIlEwhIAdK9Nrzr3NDg4GGKxWK9OWloaLl68aJ77bvJUcFJjuiUA1q9fzy5fvsxmzJjBFAoFS05OruumNVivv/46s7e3Z4cPH2ZpaWnCIy8vT6izdOlSZm9vz3bu3MkuXLjARo0aRdN4TaDs7DbG6D6bwj///MOsra3ZJ598whITE9n333/P5HI5++6774Q6dJ9NY/z48czd3V1YAmDnzp3MycmJzZkzR6hD99p42dnZLD4+nsXHxzMAbMWKFSw+Pl5Y6qY693TKlCmsdevW7I8//mBnz55l//d//0dLADQVq1evZp6enkwikbCuXbsKU9VJzQAw+IiJiRHqaLVatnDhQubi4sKkUinr168fu3DhQt01upEoHyTRfTaNX3/9lQUEBDCpVMr8/PzY119/rXec7rNpqFQqNn36dNamTRtmY2PD2rZty+bPn8/UarVQh+618Q4dOmTwZ/L48eMZY9W7p/n5+ezNN99kLVq0YDKZjD355JMsJSXFLO3lGGPM9P1ThBBCCCENG+UkEUIIIYQYQEESIYQQQogBFCQRQgghhBhAQRIhhBBCiAEUJBFCCCGEGEBBEiGEEEKIARQkEUIIIYQYQEESIYQQQogBFCQRQgghhBhAQRIhpFGYMGECOI6r8Lh27VpdN40Q0kBZ13UDCCHEVIYMGYKYmBi9spYtW+q9LiwshEQisWSzCCENFPUkEUIaDalUChcXF73HgAED8Oabb2LmzJlwcnLCoEGDAAArVqxAYGAgFAoFPDw8MHXqVOTk5Ajn2rhxI5o3b449e/agQ4cOkMvlGDFiBHJzc7Fp0yZ4eXnBwcEB06ZNg0ajEd5XWFiIOXPmwN3dHQqFAiEhITh8+LClbwUhxASoJ4kQ0uht2rQJr7/+Ov766y/o9vS2srLCqlWr4OXlhaSkJEydOhVz5szBmjVrhPfl5eVh1apV2Lp1K7KzsxEREYGIiAg0b94c+/btw40bN/Dcc8+hT58+GDlyJABg4sSJSE5OxtatW+Hm5oZdu3ZhyJAhuHDhAnx8fOrk8xNCaoZjup8YhBDSgE2YMAHfffcdbGxshLKhQ4fi3r17yMrKQnx8fJXv3759O15//XVkZGQA4HuSJk6ciGvXrqFdu3YAgClTpuDbb7/F3bt3YWtrC4Af4vPy8sKXX36J69evw8fHB7dv34abm5tw7oEDB6JHjx5YvHixqT82IcSMqCeJENJo9O/fH2vXrhVeKxQKjBo1Ct26datQ99ChQ1i8eDEuX74MlUqF4uJiFBQUIDc3FwqFAgAgl8uFAAkAnJ2d4eXlJQRIurL09HQAwNmzZ8EYg6+vr9611Go1HB0dTfpZCSHmR0ESIaTRUCgUaN++vcHysm7evIlhw4ZhypQp+Oijj9CiRQscO3YMkyZNQlFRkVBPLBbrvY/jOINlWq0WAKDVaiESiXDmzBmIRCK9emUDK0JIw0BBEiGkyTl9+jSKi4sRFRUFKyt+/sqPP/5Y6/MGBQVBo9EgPT0dffv2rfX5CCF1i2a3EUKanHbt2qG4uBiff/45bty4gW+//RZffvllrc/r6+uL0aNHY9y4cdi5cyeSkpJw6tQpfPrpp9i3b58JWk4IsSQKkgghTU6XLl2wYsUKfPrppwgICMD333+PJUuWmOTcMTExGDduHGbNmoUOHTrg6aefxsmTJ+Hh4WGS8xNCLIdmtxFCCCGEGEA9SYQQQgghBlCQRAghhBBiAAVJhBBCCCEGUJBECCGEEGIABUmEEEIIIQZQkEQIIYQQYgAFSYQQQgghBlCQRAghhBBiAAVJhBBCCCEGUJBECCGEEGIABUmEEEIIIQb8P0O/uL4tNecgAAAAAElFTkSuQmCC", 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import copy\n", "\n", "import freud\n", "import gsd.hoomd\n", "import matplotlib.pyplot as plt\n", "import ruptures as rpt\n", "\n", "import dupin as du\n", "\n", "ls = 6\n", "FILENAME = \"../data/lj-sim.gsd\"\n", "steinhardt = freud.order.Steinhardt(l=ls)\n", "logger = du.data.logging.Logger()\n", "\n", "\n", "# custom generator function\n", "def minkowski_generator(system):\n", " # compute voronoi neighbors and get nlist\n", " vor = freud.locality.Voronoi()\n", " vor.compute(system)\n", " nlist = vor.nlist\n", " # compute steinhardt\n", " steinhardt = freud.order.Steinhardt(l=ls, weighted=True)\n", " steinhardt.compute(system, neighbors=nlist)\n", " return dict(M6=steinhardt.particle_order)\n", "\n", "\n", "pipeline = du.data.base.CustomGenerator(minkowski_generator).pipe(\n", " du.data.reduce.NthGreatest((-10, -50))\n", ")\n", "signal_aggregator = du.data.aggregate.SignalAggregator(pipeline, logger)\n", "with gsd.hoomd.open(FILENAME, \"r\") as traj:\n", " for frame in traj:\n", " signal_aggregator.accumulate(frame)\n", "lin_regress_cost = du.detect.CostLinearFit()\n", "dynp = rpt.Dynp(custom_cost=lin_regress_cost)\n", "sweep_detector = du.detect.SweepDetector(\n", " dynp, max_change_points=6, tolerance=0.001\n", ")\n", "change_points = sweep_detector.fit(signal_aggregator.to_dataframe())\n", "change_point_particle_id = logger.frames[change_points[0]][\"M6\"][\"NthGreatest\"][\n", " \"10th_least\"\n", "]\n", "plt.plot(sweep_detector.costs_)\n", "plt.title(\"3. Detection of change points\\nusing linear regression cost\")\n", "plt.xlabel(\"Frame\")\n", "plt.ylabel(\"Cost\")\n", "plt.axvline(sweep_detector.opt_n_change_points_, color=\"k\", linestyle=\"--\")\n", "plt.show()\n", "# add change points as vlines\n", "plt.plot(\n", " signal_aggregator.to_dataframe().to_numpy(),\n", " label=signal_aggregator.to_dataframe().columns.to_list(),\n", ")\n", "for change_point in change_points:\n", " plt.axvline(change_point, color=\"k\", linestyle=\"--\", label=\"change point\")\n", "plt.title(\"4. Results plotted on\\naggregated signal\")\n", "plt.xlabel(\"Frame\")\n", "plt.ylabel(\"reduced order parameters\")\n", "plt.legend()\n", "plt.show()\n", "with gsd.hoomd.open(FILENAME, \"r\") as f:\n", " frame: gsd.hoomd.Frame = f[change_points[0]]\n", " vor = freud.locality.Voronoi()\n", " vor.compute((frame.configuration.box, frame.particles.position))\n", " neighbor_list = vor.nlist\n", " first_index = neighbor_list.find_first_index(change_point_particle_id)\n", " num_neighs = neighbor_list.neighbor_counts[change_point_particle_id]\n", " ids = neighbor_list.point_indices[first_index : first_index + num_neighs]\n", " ids = ids.tolist()\n", " ids.append(change_point_particle_id)\n", " particle_ids = copy.deepcopy(frame.particles.typeid)\n", " particle_ids[ids] = 1\n", " newframe = gsd.hoomd.Frame()\n", " newframe.configuration.box = frame.configuration.box\n", " newframe.particles.position = frame.particles.position\n", " newframe.particles.types = frame.particles.types\n", " newframe.particles.typeid = particle_ids\n", " img = render(newframe)\n", " display(img)" ] } ], "metadata": { "kernelspec": { "display_name": "dupin", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.4" } }, "nbformat": 4, "nbformat_minor": 2 }