{ "cells": [ { "cell_type": "markdown", "id": "8b91a55e-6049-4e38-b312-c6c1cf254a5a", "metadata": {}, "source": [ "# Plot evolution of thresholds during test" ] }, { "cell_type": "markdown", "id": "baf3e28e-120d-41ae-a300-4785bb7ab45a", "metadata": {}, "source": [ "Here we compute and plot the evolution of the multipactor thresholds during the conditioning process." ] }, { "cell_type": "markdown", "id": "07c162a1-3e95-4be4-9a10-cfe7016db8fa", "metadata": {}, "source": [ "## Set up" ] }, { "cell_type": "code", "execution_count": 1, "id": "9aae37ba-714d-4f7b-aa83-8021aa58f34c", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING:root:ReflectedPower typically measured on channel B, so you should provide the arguments for the channel B fix.\n", "WARNING:root:column_header = 'NI9205_E1' not present in provided file. Skipping associated instrument.\n", "WARNING:root:freq_mhz was supplied explicitly but FrequencySetpoint is also defined in the TOML. The explicit value takes precedence. Consider removing the freq_mhz argument and relying on the TOML.\n" ] } ], "source": [ "from multipac_testbench import MultipactorTest\n", "from multipac_testbench.data import config_path\n", "from multipac_testbench.data.multipactor_tests import test_140MHz_SWR3_12\n", "from multipac_testbench.instruments import CurrentProbe, FieldProbe, ForwardPower\n", "\n", "multipactor_test = MultipactorTest(test_140MHz_SWR3_12, config_path, freq_mhz=140.0, swr=3.0, is_raw=True)" ] }, { "cell_type": "markdown", "id": "a6969b6e-c2e0-411d-b27b-db4ae8971e8e", "metadata": {}, "source": [ "## Compute *local* multipactor thresholds" ] }, { "cell_type": "markdown", "id": "6cd35f13-2fb1-4ff5-823f-f88499305483", "metadata": {}, "source": [ "Load some utils" ] }, { "cell_type": "code", "execution_count": 2, "id": "393351a1-339b-4528-855a-7c72682ce2d8", "metadata": {}, "outputs": [], "source": [ "from functools import partial\n", "from multipac_testbench.util.multipactor_detectors import quantity_is_above_threshold" ] }, { "cell_type": "markdown", "id": "727893a1-057b-4ab8-a5dd-d88a41cd05e5", "metadata": {}, "source": [ "Define multipactor criterions:\n", "- Current should be above 12uA\n", "- It should appear on at least 1 consecutive points" ] }, { "cell_type": "code", "execution_count": 3, "id": "647d8073-c0be-4eb8-9c64-85a9f15ba909", "metadata": {}, "outputs": [], "source": [ "current_multipactor_criterions = {'threshold': 12., 'minimum_number_of_points': 1}\n", "current_multipac_detector = partial(quantity_is_above_threshold, **current_multipactor_criterions)" ] }, { "cell_type": "raw", "id": "8f28c11f-e3ee-4d6a-8756-fcce2cf225b4", "metadata": { "editable": true, "raw_mimetype": "text/restructuredtext", "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "The thresholds are stored in a :class:`.ThresholdSet` object." ] }, { "cell_type": "code", "execution_count": 4, "id": "0343dd72-c300-4d30-a6b9-96adf60c0ce8", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING:root:Multiple instruments detected at the same position 0.611:\n", "- NI9205_MP4l\n", "- NI9205_MP8l\n" ] } ], "source": [ "thresholds = multipactor_test.determine_thresholds(current_multipac_detector, CurrentProbe)" ] }, { "cell_type": "markdown", "id": "8b45eb2b-46bb-4339-8233-92b2ca543b59", "metadata": {}, "source": [ "## Plot evolution of *local* voltage thresholds during conditioning" ] }, { "cell_type": "markdown", "id": "3c97af2d-5f6d-43d1-a684-91603c9bfa39", "metadata": {}, "source": [ "Here, we have as much multipactor thresholds as we have current probes which detected it.\n", "We plot *local* thresholds:" ] }, { "cell_type": "code", "execution_count": 5, "id": "971bade7-150e-41ed-8a9b-fc47a4e874c9", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "axes, _ = multipactor_test.plot_thresholds(FieldProbe, thresholds, figsize=(8, 8))\n", "axes.legend(loc='upper left', bbox_to_anchor=(1.05, 1.05))" ] }, { "cell_type": "markdown", "id": "e46d0e37-d1af-45a4-acf8-6f0e1bd0afbf", "metadata": {}, "source": [ "## Merge *local* thresholds into a *global*" ] }, { "cell_type": "markdown", "id": "4647f292-8b7d-42a4-90e2-303a56f1cfec", "metadata": {}, "source": [ "If we want a more *global* approach, *eg* to define thresholds as power thresholds, we need to merge the previous thresholds.\n", "Here, the `merged` object will determine when there is multipactor, anywhere in the line." ] }, { "cell_type": "code", "execution_count": 6, "id": "23de10ef-2351-4465-b27b-a5f469034259", "metadata": {}, "outputs": [], "source": [ "merged = multipactor_test.determine_thresholds(\n", " current_multipac_detector,\n", " CurrentProbe,\n", " threshold_reducer = \"any\", # There is multipactor when a multipactor event is detected anywhere in the line\n", ")" ] }, { "cell_type": "markdown", "id": "8d70e249-9d2d-4ba2-9044-72295a062043", "metadata": {}, "source": [ "## Plot evolution of *global* power thresholds during the test" ] }, { "cell_type": "code", "execution_count": 7, "id": "82230ad9-3727-4178-8886-b41d4d4d09ab", "metadata": {}, "outputs": [ { "data": { "image/png": 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duXIFixYtKnS86dOnl0j+z58/Y8CAAUhKSoK5ubncz9OoLUNisRju7u7CjG3UqBGio6OFZkhVpk2bhkmTJgm/Jycnw9nZGV26dMl3ZmZmZuLYsWPo3Lkz9PX1iz0T11dffW3LfuDAAYwYMQKJiYnQ0dGBWCyGSCTCpUuXEBgYiC1btuDrr78uluzg/Gqtr4raX331FZo0aYKhQ4dKXUFYsiwsLCyKbRlw/tKbf8iQIUhKShJy58y/devWIueXN7tkz46iNKoZcnR0hJubm9Sw2rVrY//+/QAABwcHAMC7d++ktgy9e/cODRs2FMaJi4uTqpGVlYX4+Hjh+bkZGhrC0NAwz3B9ff1CVxh5xikKrq+++tqQPSIiAn379hV+l+y/l/yHmZSUhD59+iAsLAy9evUqYmJpnF999Yu7du/evfHVV19h9+7d2LBhAwwMDGBrawsfHx/07dtX2GpfXDi/tNKQv3Pnzpg9ezaePXuGxMREWFtbqyR/YdmVnS6NaoZatWqVZ/fWw4cP4eLiAgCoXLkyHBwccOLECaH5SU5OxuXLl4XdXx4eHkhMTERUVBSaNGkCADh58iTEYjGaN29e4tPEmKrIe/VakUiEgIAAvHnzptjfVItC2/OXNkZGRhg4cCCsrKzw1VdfqbRRVAXOr15GRkZo3769VmaHpp1NNnHiRFy6dAmLFi3C48ePERQUhI0bN2L06NHAl32nEyZMwMKFCxEREYE7d+7Az88PTk5O8Pb2Br5sSerWrRuGDx+OK1eu4MKFCxgzZgy+/fZbODk5qXkKGSs+peHqtdqcnzFWemhUM9S0aVOEhoZi165dqFu3LhYsWIBff/0VAwcOFMb56aefMHbsWIwYMQJNmzZFSkoK/vnnH6n/GHfu3IlatWqhU6dO+Oqrr9C6dWts3LhRTVPFmGqUhqvXanN+xljpoVG7yQDg66+/LvBAK5FIhPnz52P+/Pn5jmNtbY2goCAVJWRMM5SGq9dqc37GWOmhUVuGGGPy0/arv2p7fsZY6cHNEGNaStuv/qrt+RljpQc3Q4xpqX79+sHKyqrQu0aLRCJYWVlJncKuCbQ9P2Os9OBmiDEtZWRkhMDAQCDHVWpzkwwPDAzUuNPStT0/Y6z04GaIMS3Ws2dPhIWFwdLSEvhybA1yNBGWlpYIDw9Hz5491ZozP9qenzFWOmjc2WSMMcX06tULb968wb59+xAaGor3798jIyMD//vf//Dtt99q/BYVbc/PGNN+3AwxVgoYGRnB19cXvr6+yMzMxKFDh7TqSrDanp8xpt24GWKslElLS8OpU6ewbds2JCQkwMbGBt7e3ujXr59WbGXh/IyxksbNEGOlSEREBPz9/aXuAK+jo4OQkBCMHz8egYGBGn38DednjKkDH0DNWCkREREBb29vJCUlATnuAC/5npiYCC8vL0RERKg1Z344P2NMXbgZYqwUkPcO8AAQEBCAtLS0Es1XGM7PGFMnboYYKwW0/Q7wnJ8xpk7cDDFWCmj7HeA5P2NMnbgZYqwU0PY7wHN+xpg6cTPEWCmg7XeA5/yMMXXiZoixUkDb7wDP+Rlj6sTNEGOlgLbfAZ7zM8bUiZshxkoBbb8DPOdnjKkTN0OMlRKSO8BbWFgAOe4AL/mu6XeA5/yMMXXh23EwVor06tULL168wOzZs/Hs2TMkJibC2toaPj4+6Nu3r8ZvkeD8jDF14GaIsVLGyMgI7du319q7vnN+xlhJ491kjDHGGCvTuBlijDHGWJnGzRBjjDHGyjRuhhhjjDFWpvEB1KzMS0tLQ3BwMMLCwvDhwwdYWVnBxcUFHTt25ANgGWOsDOBmiBVZ7mbCxsYGX3/9NczMzNQdrVAREREICAhAQkICdHR0IBaLhe+BgYHYvn07XxeGMcZKOW6GWJHk10yEhITA1NQUenp6GnsfpoiICHh7ewu/S+4tJfmelJQELy8vhIWFoVevXmrLyRhjTLX4mCGmNEkzkZiYCMhoJj5//ow+ffogIiJCrTllSUtLQ0BAAACAiGSOIxkeEBCAtLS0Es3HGGOs5HAzxJSi7c1EcHAwEhIS8s0uQURISEjAvn37SiwbY4yxksXNEFOKtjcTYWFhwj2jCqOjo4PQ0FCVZ2KMMaYe3AwxpWh7M/Hhwwdhd15hxGIx4uPjVZ6JMcaYenAzxJSi7c2EjY2NQs2ctbW1yjMxxhhTD26GmFK0vZnw9vZWqJnT1DPiGGOMFR03Q0wp2t5M9OvXD1ZWVhCJRAWOJxKJYGVlhb59+5ZYNsYYYyWLmyGmFG1vJoyMjBAYGAh8ySiLZHhgYCCMjIxKNB9jjLGSw80QU0ppaCZ69uyJsLAwWFpaAl925+X8bmFhgfDwcL4CNWOMlXJ8BWqmNEkzkd/tLExMTLBjxw6NbiZ69eqFN2/eYN++fQgNDUV8fDwsLS3h6uqK+fPno1y5cuqOyBhjTMW4GWJFIquZsLa2Rs+ePWFqaoqvv/5a3RELZWRkBF9fX/j6+gIAMjMzcejQIY3cmsUYY6z4cTPEiix3M4EcDQVjjDGm6bgZYiwfaWlp2L17N8LCwvDhwwfY2NjA29sb/fr1461GjDFWinAzxJgMV65cQUBAABITE6WOhQoJCcH48eMRGBio0cdCMcYYkx+fTcZYLgcOHMDixYuRlJQEfLlOUs7viYmJ8PLyQkREhFpzMsYYKx7cDDGWQ1paGoYOHQp8ucmsLJLhAQEBSEtLK9F8jDHGih83Q4zlEBwcjMTExHwbIQkiQkJCAvbt21di2RhjjKkGN0OM5RAWFqbQPddCQ0NVnokxxphqcTPEWA4fPnxQ6J5r8fHxKs/EGGNMtbgZYiwHGxsbhbYMWVtbqzwTY4wx1eJmiLEcvL29Fdoy5OPjo/JMjDHGVIubIcZy6NevHywtLfO9+ayESCSClZUV+vbtW2LZGGOMqQY3Q4zlYGRkhC1btgBfGh5ZJMMDAwP5StSMMVYKcDPEWC5ff/01pk2bBgsLC+DLsUE5v1taWiI8PJyvQM0YY6UE346DMRmaNWuGqVOnIjw8HKGhoYiPj4e1tTV8fHzQt29f3iLEGGOlCDdDjOXDyMgIvr6+8PX1VXcUxhhjKsS7yRhjjDFWpnEzxBhjjLEyTaOaoblz50IkEkl91apVS3g8LS0No0ePho2NDczMzNCnTx+8e/dOqsaLFy/Qo0cPmJiYwM7ODpMnT0ZWVpYapoYxxhhj2kDjjhmqU6cOjh8/Lvyup/f/I06cOBF///03goODYWFhgTFjxqB37964cOECACA7Oxs9evSAg4MDLl68iNjYWPj5+UFfXx+LFi1Sy/QwxhhjTLNpXDOkp6cHBweHPMOTkpKwefNmBAUFoWPHjgCArVu3onbt2rh06RJatGiBo0eP4t69ezh+/Djs7e3RsGFDLFiwAFOmTMHcuXNhYGCghilijDHGmCbTuGbo0aNHcHJygpGRETw8PLB48WJUqlQJUVFRyMzMhKenpzBurVq1UKlSJURGRqJFixaIjIxEvXr1YG9vL4zTtWtXjBo1Cnfv3kWjRo1kvmZ6ejrS09OF35OTkwEAmZmZyMzMlPkcyfD8Hi8qrq+++tqcneuX7vranJ3rl+76mpJd2dcXEREp9UwVOHz4MFJSUlCzZk3ExsZi3rx5eP36NaKjo3HgwAEMHjxYqmnBl+vBdOjQAUuXLsWIESPw/PlzHDlyRHj88+fPMDU1xaFDh9C9e3eZrzt37lzMmzcvz/CgoCCYmJioYEoZY4wxVtw+f/6MAQMGICkpCebm5nI/T6O2DOVsVurXr4/mzZvDxcUFe/fuhbGxscped9q0aZg0aZLwe3JyMpydndGlS5d8Z2ZmZiaOHTuGzp07Q19fv9gzcX311dfm7Fy/dNfX5uxcv3TX15Tskj07itKoZig3S0tL1KhRA48fP0bnzp2RkZGBxMREWFpaCuO8e/dOOMbIwcEBV65ckaohOdtM1nFIEoaGhjA0NMwzXF9fv9CFKs84RcH11Vdfm7Nz/dJdX5uzc/3SXV/d2ZV9bY06tT63lJQUPHnyBI6OjmjSpAn09fVx4sQJ4fGYmBi8ePECHh4eAAAPDw/cuXMHcXFxwjjHjh2Dubk53Nzc1DINjDHGGNNsGrVl6Mcff0TPnj3h4uKCN2/eYM6cOdDV1cV3330HCwsLDB06FJMmTYK1tTXMzc0xduxYeHh4oEWLFgCALl26wM3NDYMGDcKyZcvw9u1bzJw5E6NHj5a55YcxxhhjTKOaoVevXuG7777Dhw8fUL58ebRu3RqXLl1C+fLlAQCrVq2Cjo4O+vTpg/T0dHTt2hV//PGH8HxdXV0cPHgQo0aNgoeHB0xNTeHv74/58+ercaoYY4wxpsk0qhnavXt3gY8bGRlh7dq1WLt2bb7juLi44NChQypIxxhjjLHSSKOPGWKMMcYYUzVuhhhjjDFWpnEzxBhjjLEyjZshxhhjjJVpCh1AHRERofALdO7cWaVXj2aMMcYYKwqFmiFvb2+FiotEIjx69AhVqlRRNBdjjDHGWIlQeDfZ27dvIRaL5frim5wyxhhjTNMp1Az5+/srtMvL19dXobvGMsYYY4yVNIWaoa1bt+L9+/dyj79u3TrY2toqk4sxxhhjrEQovJusatWqqFy5MoYMGYIdO3bg1atXqknGGGOMMVYCFL4dx8mTJ3H69GmcPn0au3btQkZGBqpUqYKOHTuiQ4cO6NChA+zt7VWTljHGGGOsmCncDLVv3x7t27cHAKSlpeHixYtCcxQYGIjMzEzUqlULd+/eVUVexhhjjLFiVaQbtRoZGaFjx45o3bo1OnTogMOHD2PDhg148OBB8SVkjDHGGFMhpZqhjIwMXLp0CadOncLp06dx+fJlODs7o23btvj999/Rrl274k/KGGOMMaYCCjdDHTt2xOXLl1G5cmW0a9cO//vf/xAUFARHR0fVJGSMMcYYUyGFm6Fz587B0dERHTt2RPv27dGuXTvY2NioJh1jjDHGmIopfGp9YmIiNm7cCBMTEyxduhROTk6oV68exowZg3379uG///5TTVLGGGOMMRVQeMuQqakpunXrhm7dugEAPn78iPPnz+PUqVNYtmwZBg4ciOrVqyM6OloVeRljjDHGipXCW4ZyMzU1hbW1NaytrWFlZQU9PT3cv3+/eNIxxhhjjKmYwluGxGIxrl27htOnT+PUqVO4cOECPn36hAoVKqBDhw5Yu3YtOnTooJq0jDHGGGPFTOFmyNLSEp8+fYKDgwM6dOiAVatWoX379qhatapqEjLGGGOMqZDCzdAvv/yCDh06oEaNGqpJxBhjjDFWghRuhv73v/+pJgljjDHGmBoodAD17du3IRaL5R7/7t27yMrKUiYXY4wxxliJUKgZatSoET58+CD3+B4eHnjx4oUyuRhjjDHGSoRCu8mICLNmzYKJiYlc42dkZCibizHGGGOsRCjUDLVt2xYxMTFyj+/h4QFjY2NlcjHGGGOMlQiFmqHTp0+rLgljjDHGmBoU+QrUjDHGGGPajJshxhhjjJVp3AwxxhhjrEwrcjO0ePHi4knCGGOMMaYGRW6G9u3bBwBo3bp1ceRhjDHGGCtRRW6G3N3d0b17d7x48QIhISF4+PAhiKh40jHGGGOMqViRm6ENGzZg6dKlEIvFiIyMxLhx41CtWjW4u7sjICCgeFIyxhhjjKmIwjdqBYDnz5/j9u3bsLe3R7NmzVC/fn0cO3YMtWvXFsb58OED7ty5U5xZGWOMMcaKncLN0K5duxAQEIDMzEyIRCI0atQIhw8flmqEAMDGxgbt27cvzqyMMcYYY8VO4d1k8+bNw4ABA/DgwQMcPXoUADB16lRVZGOsRERHR8Pb2xvR0dHqjqIwbc7OGGOaQuFm6N9//8WcOXNQo0YNdOrUCX/99Rd2796tmnSMlYCDBw8iPDwcf//9t7qjKEybszPGmKZQuBnKysqSumt9rVq1IBaL8fbt2+LOxrSEtm+dOHnypNR3baLN2RljTFModQB1YGAgWrVqhfr168PMzAx6enr4/Plz8adjWkGydcLDwwN169ZVd5xCvXr1CnFxcQAAIsK5c+cAAGfPnkVUVBSys7Px5MkTvH79Gq6urmpOK62w7CKRCFlZWfjw4YOakzLGmPZQuBlq06YNFi5ciI8fP0JHRweVK1dGWloaNm/eDE9PT7i7u6NcuXKqScs0Us6tE1OmTFF3nEL16NEDt2/fFn4XiUQAgPT0dLi7uwvDt23bJjWeJpA3u6urKwYNGqSWjIwxpm0UbobOnDkDAHj06BGioqJw/fp1XL9+HevWrcPixYuho6OD6tWr4/79+6rIyzSAtm+d6Nu3r1RDIblIaO6Lhfbp06fEsxVG3uwtW7Ys8WyMMaatlNpNBgDVq1dH9erV8e233wrDnj59imvXruHGjRvFlY9pIG3fOjFr1iwAwOzZs/MdZ8CAAZg+fXoJppKPPNnnzp2Lhg0blmAqxhjTbsV61/rKlSujX79+WLRoUXGWZRqmb9++Ur9r49aJWbNmYdKkSTIfmzhxIr755psSzySvgrL/8MMPGtnEMcaYJlN6yxAru0rL1omsrCxhqxYRCT9nZWWpOVnhtDk7Y4xpmmLdMsTKDm3fOiEWi7F7924QESwsLDB79mxYWFiAiLB7926IxWJ1R8xXQdl37dql0dkZY0wTcTPElCbZOiHZKiH5WRu2TqSmpsLZ2Rk+Pj6IiYnBvHnzEBMTAx8fH1SqVAkZGRnqjpivwrKnpqaqOyJjjGkVpZqhzMxMdOrUCY8ePSr+REwraPvWCVNTU1y+fBkhISGws7MDANjZ2SEkJATnz5+HkZGRuiPmq6Dsly5dgqmpqbojMsaYVlGqGdLX19e466+wklUatk7o6uoqNFyTaHN2xhjTNEofQO3r64vNmzdjyZIlxZuIaQXJ1omcH76SrRPZ2dkav2WIMcYYk1C6GcrKysKWLVtw/PhxNGnSJM+m+ZUrVxZHPqbBCto6wc0QY4wxbaF0MxQdHY3GjRsDAB4+fCj1mOSAWlZ6ZGdnIzMzU+7xMzMzoaenh7S0NGRnZxd7HlXW1+bsXL9019fm7Fy/dNcvqezZ2dnQ19cv9voiyn2lPIbk5GRYWFggKSkJ5ubmMsfJzMzEoUOH8NVXX6lkwWhKfSLC27dvkZiYqFB9IkJqaiqMjY1V0hyrsr42Z+f6pbu+Nmfn+qW7fklmt7KygoODg8zXkefzWxa+6CIrkKQRsrOzg4mJidwruVgsRkpKCszMzKCjU/xXcFBlfW3OzvVLd31tzs71S3f9ksguuUH8+/fvAQCOjo7FVr9IzdC5c+ewYcMGPHnyBPv27UOFChWwY8cOVK5cGa1bty62kEw9srOzhUbIxsZGoeeKxWJkZGTAyMhIZX8Yqqqvzdm5fumur83ZuX7prl9S2c3NzaGjo4O4uDjY2dkV2xm0Sifev38/unbtCmNjY9y4cQPp6ekAgKSkJL43WSkhOUbIxMRE3VEYY4wxIMdnkiLHsRZG6WZo4cKFWL9+PTZt2iR1zEmrVq1w/fr1IgdbsmQJRCIRJkyYIAxLS0vD6NGjYWNjAzMzM/Tp0wfv3r2Tet6LFy/Qo0cPmJiYwM7ODpMnT9aKKyJrMj4gnjHGmKZQxWeS0s1QTEwM2rZtm2e4hYWFwgfb5nb16lVs2LAB9evXlxo+ceJEHDhwAMHBwThz5gzevHmD3r17C49nZ2ejR48eyMjIwMWLFxEYGIht27YVeENRxhhjjJVtSh8z5ODggMePH8PV1VVq+Pnz51GlShWlA6WkpGDgwIHYtGkTFi5cKAxPSkrC5s2bERQUhI4dOwIAtm7ditq1a+PSpUto0aIFjh49inv37uH48eOwt7dHw4YNsWDBAkyZMgVz586FgYGBzNdMT08XdvPhy9Ho+LIJLr/NcJLhxbmZTtPqZ2ZmgoggFosVvm6Q5CRFIsLnz58RHByM8PBwxMfHw9raGl5eXujXr5/St73IWb+4r2mUX+20tDS8fv0aFSpUKNLtOlSZneuX7vranJ3rl+76JZ2diJCZmZnnmCFlPzOVPrV+8eLF+Ouvv7BlyxZ07twZhw4dwvPnzzFx4kTMmjULY8eOVSqQv78/rK2tsWrVKrRv3x4NGzbEr7/+ipMnT6JTp05ISEiApaWlML6LiwsmTJiAiRMnYvbs2YiIiMDNmzeFx58+fYoqVarg+vXraNSokczXnDt3LubNm5dneFBQUJk+XkZPTw8ODg5wdnbOt5EszKFDh/D9998jKSkJOjo6EIvFwncLCwusW7cO3bt3L/bsqpCQkIAPHz7AxsYGVlZW6o6jsPT0dKEZNTQ0VHcchSmT/+uvv0a9evWwePFiledThfr162PUqFEYNWpUib6ulZUV/vrrL/To0UPpGvLMe3mmLyMjAy1atMC6devQvHlzpfOow/nz59GzZ088e/YMFhYWCAoKwrRp0/D8+XN1R9MoW7ZswdGjR7F79265xs/IyMDLly/x9u3bPIfBfP78GQMGDFD41HqQksRiMS1cuJBMTU1JJBKRSCQiIyMjmjlzprIladeuXVS3bl1KTU0lIqJ27drR+PHjiYho586dZGBgkOc5TZs2pZ9++omIiIYPH05dunSRevzTp08EgA4dOpTv66alpVFSUpLw9fLlSwJA79+/p4yMDJlfnz59orCwMPr06VO+4xTlSxPqJycn0927d+nTp0+UnZ2t0FdWVhbt3LlTWDcA5PmSPBYaGqpU/YSEBMrKypL5uJ+fHwGgRYsWSQ3fv38/ARB+P3HiBAGgDx8+CMMk66GxsTFVqlSJli5dStnZ2fTgwQO6evUqrVmzhjp16kS2trZUrlw5atGiBR06dChPhjVr1pCLiwsZGhpSs2bNKDIyUip727Zt88yTESNGyDX9T548kXqetbU1eXp60rVr1/KdN2/evKGrV6/SmzdvFJ7fisz73F9jxoyhxo0bk4GBATVo0ECh+nFxcTR79mxyd3cna2trsre3p06dOtHOnTvlev127drRuHHjipRf1fMnOzubNm/eTBYWFnmGu7i40MqVK0s8OwDav39/kWrJM+9zT5+sr19//ZU6deqksnmvymWb+/0lJSWFYmNjVZ5/9uzZMv/WVDl/ilI7NTWVnJyc6PTp03LV//TpE929e5eSk5PzfG69f/+eAFBSUpJC/YfSu8lEIhFmzJiByZMn4/Hjx0hJSYGbmxvMzMyUqvfy5UuMHz8ex44dK/E7hhsaGsr8T1NfX7/QCx7KM05RqLN+dnY2RCIRdHR0FD5V8vPnz/j++++BHJs3cyMiiEQiDBkyBG/evFFouUs2w0ry5SYSiWBkZIRly5Zh5MiRwpYcybiyvuvo6ODw4cMYNGgQli5diu7du+PevXsYM2YMdHV10b59ewDAxYsX0b59e8yePVv4b8/LywuXL18Wtj7u2bMHP/zwA9avX4/mzZvj119/Rffu3RETEwNbW1sh4/DhwzF//nwht4mJiVzzWjLO8ePHUadOHbx69Qrjxo1Djx49cO/ePejo6OSZNx8/fhS+F+X6HIXNe4nMzEzo6+sLy/jy5cu4fft2odMnqX/s2DEMHDgQLVq0wI8//ghDQ0MkJyfj33//xc8//4xt27YhNDQ0z62AcsudU978yiqofkZGhsytrLnXx/zyy5NdMt+Lkh05/iaKQp55X9C0EBHWrl2L+fPny5VFXctWnuWqo6MDU1PTAtfX4sovOcA4dw1Vzp+i1DYyMsKAAQPw+++/o127dnLVF4lEMj+/lF33lZ4bfn5+2Lp1K169egU3Nzc0a9ZM6UYIAKKiohAXF4fGjRtDT08Penp6OHPmDFavXg09PT3Y29sjIyMjz8HZ7969g4ODA/DlOKbcZ5dJfpeMw0pGcHAwkpKS8m2EJIgICQkJ2LdvX7Fn8PT0hIODg0K7SHbs2AEvLy8MGTIEYrEYLi4u8PX1xbJly4Q/xkmTJqFbt24wMTFBZmYm/Pz8UL16dRw4cECos3LlSgwfPhyDBw+Gm5sb1q9fDxMTE2zZskXq9UxMTODg4CB8KbRZF4CNjQ0cHBzg7u6O5cuX4927d7h8+TIAYO/evahduzYMDQ3h4uKCdevWAV+aoRUrVsDNzQ2fPn1CRkYGwsLCIBKJsH79eqn5N3PmTOH38PBwNG7cGCYmJmjYsCHmz58vtYlaJBJh3bp16NWrF0xNTfHzzz8DAFavXo3Ro0crdCzhjRs3MHDgQKxfvx579+7F119/DWdnZ7i5uaFnz564ePEiHBwc8M033yAjI0PuugkJCfD394erqyvMzMzQvXt3PHr0CPiyLpYvX15qXWzYsKFU43j+/HkYGhri8+fPAIDExEQMGzYM5cuXh7m5OTp27Ihbt24J48+dOxcNGzbEn3/+icqVK8ts+E+fPo3BgwcjKSkJIpEIIpEIc+fOFR7//PkzhgwZgnLlysHV1RXbtm0THnv27BlEIhH27NmDdu3awcjICDt37gQA/Pnnn6hduzaMjIxQq1Yt/PHHH8LzMjIyMGbMGDg6OsLIyAguLi55/k7ev38PHx8fmJiYoHr16oiIiJB6/MyZM2jWrBkMDQ3h6OiIqVOnFnjmblxcHHr16gVHR0dUrVpVyFmQqKgoPHnyJM/uuilTpqBGjRowMTFBlSpVMGvWrDzHihw4cABNmzaFkZERbG1t4ePjIzyWnp6OKVOmwNnZGYaGhqhWrRo2b94s97R17NgRY8aMwYQJE2Bra4uuXbsCXw4LqFGjBoyNjdGhQwc8e/ZMKtO2bdukDvOQrB87duyAq6srrKysMGTIEOEfF3z5ex04cCBMTU3h6OgoHEKS80zr3K8xb9483Lp1S1ifJOvMixcvMGDAAJibm8Pc3BzffPNNns/M3Aqb1zmnoX79+rCyssK3334rTMP27dthY2MjdVwuAHh7e2PQoEHC7z179kRERARSU1MLzKMqSjdDBgYGWLx4MapVqwZnZ2f4+vrizz//FN5YFNWpUyfcuXMHN2/eFL7c3d0xcOBA4Wd9fX2cOHFCeE5MTAxevHgBDw8PAICHhwfu3LmDuLg4YZxjx47B3Nwcbm5uyk4qU0J4eLjc/x3o6OggNDS02DPo6upi0aJFWLNmDV69eiXXc9LT04UPLMnWJENDQ8TFxSE2NlbmcywsLPDx40dYW1sDXz5ooqKi4OnpKYyjo6MDT09PREZGSj13586dsLW1Rd26dTFt2jThQ1YZxsbGwuvfvHkTAwcORLt27RAUFISAgACsW7cOBw4cABGhQoUKePDgAS5evIhHjx7hzJkzsLW1xenTp4EvWxciIyOFrWHnzp2Dn58fxo8fj+joaKxatQqBgYFCwyMxd+5c+Pj44M6dOxgyZIjS0zJlyhSMHj0alStXxt9//402bdrA09MT06ZNw8qVKzF9+nSMGjUKt2/flutDVSIgIABRUVEICgrChQsXQET46quvkJmZCZFIhLZt2wrzICEhAffv30dqaioePHgAfPmQbNq0qXAsYb9+/RAXF4fDhw8jKioKjRs3RufOnZGQkCC85uPHj7F//36EhIRIHc8o0bJlS/z6668wNzdHbGwsYmNj8eOPPwqPr1ixAu7u7rhx4wZGjRqFH374ATExMVI1pk6divHjx+P+/fvo2rUrdu7cidmzZ+Pnn3/G/fv3sWjRIsyaNQuBgYHAlwY1IiICe/fuRUxMDHbu3JnnZJh58+bhm2++we3bt/HVV19h4MCBiI+PBwC8fv0aX331FZo2bYpbt25h3bp12Lx5s9RJL7Lm/atXr4TX/eOPP6Teq2U5d+4catSogXLlykkNL1euHLZt24Z79+7ht99+w6ZNm7Bq1Srh8b///hs+Pj746quvcOPGDZw4cQLNmjUTHvfz88OuXbuwevVq3L9/Hxs2bBD+mZd32gIDA2FgYIALFy5g/fr1ePnyJXr37o2ePXvi5s2bGDZsGKZOnVrg9AHAkydPEBYWhoMHDyIiIgIXL17E0qVLhccnTZqECxcuICIiAseOHcO5c+cKvHxN//798cMPP6BOnTrC+tS/f3+IxWL4+PggISEBp06dwrFjx/Dvv/+if//+BeYrbF5LpiE8PBy7d+9GREQEzpw5gyVLlgBf/kays7Olmum4uDj8/fffUu8R7u7uyMrKEv6ZK3EK7VST4dWrVxQUFET/+9//qFatWqSjo0MVKlQoalmiXMcMERGNHDmSKlWqRCdPnqRr166Rh4cHeXh4CI9nZWVR3bp1qUuXLnTz5k36559/qHz58jRt2jSFXjcpKanQfY4ZGRkUFhZGGRkZSk5dwTShfmpqKt27d084hksR7dq1k3mcUH5f7du3V6h+dnY2JSQkUHZ2tszH/f39ycvLi4iIWrRoQUOGDCEiotDQUMq52p86dYoAUEJCAhERbdiwgUxMTCgsLIwyMzPp7Nmz5OrqSgBo8+bNdPXqVamv169f09KlS8nKyorevXtHRESvX78mAHTx4kWpTJMnT6ZmzZoJ2detW0f//PMP3b59m/766y+qUKEC+fj4yDX9T58+JQB048YNIiJKSEggHx8fMjMzozdv3lDfvn2pbdu2UlkHDRpElStXpqtXr9KVK1fIwsKClixZQq9fv6aGDRvS4sWLycHBgYiIzp8/T/r6+vTp0yciIurUqRMtWrRIat4HBgaSo6OjkAkATZgwId/Mc+bMoQYNGhQ6bQ8ePCB7e3t6/vw5Xbp0iSpVqkQ+Pj70119/0Y8//ki6uro0fPhwunr1Kg0ZMoRGjx6db62c7yEPHz4kAHTu3Dlh3Xn//j0ZGxvT3r17iYho9erVVKdOHSIiCgsLo+bNm5OXlxetW7eOiIg8PT1p+vTpRER07tw5Mjc3p7S0NKnXrFq1Kq1atYqys7Npzpw5pK+vT3FxcQVO89atW8nCwiLPcBcXF/L19RV+z8rKovLly9PatWuJcqwHv/76a54MQUFBUsMWLFggvF+OHTuWOnbsSGKxWGocybIFIHX8Z0pKCgGgw4cPExHR9OnTqWbNmlLPX7t2LZmZmQl/kznnfUxMDAGgS5cuCfP+/v37BIBWrVqV73wZP348dezYscB5R0T0yy+/UJMmTYT8Hh4eNHDgQJnjSrIcO3ZM5uMFTVtmZiYlJCRQu3btqFGjRlLPmzZtGrm5uUkNmzJlitT7S+7lPGfOHDIxMaHk5GSiL/N/7Nix1Lx5cyIiSk5OJn19fQoODhaek5iYSCYmJlKfjbnJ+ls7evQo6erq0p07d4RldPfuXQJAV65cybdWbpJ5nXsaEhMThWU7efJkYRqIiEaNGkXdu3cXfl+xYgVVqVIlz/pnZWVF27Ztk/m6Od/zC/pskufzW5Yi35vMyspKOLvG0tISenp6KF++fPF0armsWrUKOjo66NOnD9LT09G1a1epTb+6uro4ePAgRo0aBQ8PD5iamsLf31/qmAxWMqytrYWzxgqjo6MjbFVRhaVLl6Jjx45S/23nZ/jw4Xj8+DG+/fZbZGZmwtzcHAEBAcK6l5O9vT1Onz6NefPmITw8HHZ2dgrlGjFihFCzXr16cHR0RKdOnfDkyRNUrVpVrhotW7aEjo4OPn36hCpVqmDPnj2wt7fHw4cP4ePjAycnJ7x58wYA0KBBA+zatQvZ2dnQ1dVFo0aN8ODBA5iYmODevXv4/vvvsWzZMjx48CDPFpBbt27hwoULUluCsrOzkZaWhs+fPwvjubu7KzQPZLlz5w4aNWqEihUr4t9//8V///2Hn376CXp6eqhZsybOnj0rjFu1alW5z8y5f/8+9PT00Lx5c3z69An4spuxZs2auH//PgCgXbt2GD9+PP777z+cOXMG7du3h4ODA06fPo2hQ4fi4sWL+Omnn4R5kpKSkudWNampqXj69Knwu4uLS5HeE3Neb00kEsHOzg7//fef1Dg55/unT5/w5MkTDB06FMOHDxeGZ2VlwcLCAviylaZz586oWbMmunXrhq+//hpdunTJ93VNTU1hbm4ubMm5f/8+PDw8pC5+16pVK6SkpODVq1eoVKmSVC3JvG/SpAlSUlIAALVq1ZLaZSRLamqqzF2Le/bswerVq/HkyROkpKQgKytLahfzzZs3paY9p5s3b0JXVzffY1MKmzZJ5iZNmuR5Xu6z3SR7LQri6uoqteXLwcFBmM///vsvMjMzpbZqWVhYoGbNmoXWlTVdzs7OqFixojDMzc0NlpaWuH//Ppo2bSrzeYXN65zTILksjaOjo9RWv+HDh6Np06bCpUm2bduGgICAPBdPNDY2LtLW8aJQuhmaPn06Tp8+jRs3bqB27dpo164dpk6dirZt2xbbaceSzdUSRkZGWLt2LdauXZvvc1xcXHDo0KFieX2mPC8vL7l3fUk236pK27Zt0bVrV0ybNg0BAQEFjisSibBkyRJMmTIFnz9/hr29PXbt2gUAqFChgtS44eHh+OmnnxAcHCy1S8zW1ha6uroyj18r6Ng1yRvp48eP5W6G9uzZAzc3N9jY2Ahv0jkbUCcnJ2RnZ8s8LqB9+/YIDg7GuXPn0KhRI5ibmwu7ic6cOSP1YZGSkoJ58+ahd+/eeW7ImPPDqrCDmeWRlZUl7PKztLSEvr4+9PT+/1uVpPGyt7fHv//+q9QHQ37q1asHa2trnDlzBmfOnMHPP/8MBwcHLF26FFevXkVmZiZatmwJfJknjo6Oed6nxGKx1LVPijpPch8QKhKJ8vyTkfM1JM3Gpk2b8nw4S3I1btwYT58+xeHDh3H8+HF888038PT0xN69exV6XVWztbXFnTt3pIZFRkZi4MCBmDdvHrp27QoLCwvs3r0bK1asEMaRrD+yFPSYIopjXYeGzOf8yDOvIcc0NGrUCA0aNMD27dvRpUsX3L17F3///Xee14uPj1fZxpTCKH3M0JIlS/DkyRPMmTMHu3fvxqpVq+Dl5aWV119hxa9fv36wsLAo9LLpIpEIVlZW6Nu3r0rzLFmyBAcOHMhzzE5+dHV1UaFCBejr6yM4OBj16tWDra0tHB0doauriyNHjuDHH39EUFBQnoM7DQwM0KRJE6nj28RiMU6cOFHgf4qS40kUOdPL2dkZVatWzfMfdo0aNXDhwgUgx9l8t27dQqVKlYQPxObNm+PevXsIDg4Wjg1q3749jh8/jgsXLgjD8OXDMyYmBtWqVUO1atVQpUoV4efiPiulWrVquHfvHgCgZs2a0NfXx969e5GdnY07d+4gMjISWVlZCA4OxuHDhwttcCVq166d55iEDx8+ICYmRjimUCQSoU2bNggPD8fdu3fRunVr1K9fH+np6diwYQPc3d2FD8HGjRvj7du30NPTE+aF5EvRGxsbGBggOztboefkx97eHk5OTvj333/z5KpcubIwnrm5Ofr3749NmzZhz5492L9/v3BMUGFq166NyMhIqRMkLly4gHLlyklteZCoVasWsrKyEBUVJQyLiYkp9G4Fkq2XOV/n4sWLcHFxwYwZM+Du7o7q1avn2TpYv359qb+/nOrVqwexWIwzZ84Uy7TlfN6VK1ekhl26dKnA6StMlSpVoK+vj6tXrwrDkpKS8PDhwwKfJ2t9ql27Nl6+fCl1/OS9e/eQmJiY7zG18sxreQ0bNgzbtm3D1q1b4enpCWdnZ6nHnzx5grS0tHyvB6hqSr+L3bhxAzNmzMCVK1fQqlUrVKhQAQMGDMDGjRsLXVCs9DMyMhLOXsqvIZIMDwwMVPnlFOrVq4eBAwdi9erVBY73/v17rF+/Hg8fPsTNmzcxfvx4HD9+HHPmzEHdunVRoUIF3LlzB3PnzsXkyZPRtGlTvH37Fm/fvkVSUpJQZ9KkSdi0aRMCAwNx//59jBo1Cp8+fcLgwYOBLxcDXbhwIaKiovDs2TNERETAz88Pbdu2zXMbGmWMGTMGJ0+exPz583Hjxg0cPHgQwcHBwmUC8OVD08rKCkFBQVLNUFhYGNLT09GqVSuh3uzZs7F9+3bMmzcPd+/eRUxMDHbv3i11tll+Hj9+jJs3b+Lt27dITU0VTpDI7yywRo0aITU1FadOnYKRkRHmzJmDDRs2oFWrVli0aBE6dOiA7du3IygoCEeOHJH7P8nq1avDy8sL//vf/xAZGYlbt27B19cXFSpUgJeXlzBe+/btsWvXLjRs2FDY+tW2bVvs3LlTamuZp6cnPDw84O3tjaNHj+LZs2e4ePEiZs6ciRs3bsiVScLV1RUpKSk4ceIE3r9/X+RdBfPmzcPixYuxevVqPHz4EHfu3MHWrVuxcuVK4MvZjrt27cKDBw/w8OFDBAcHw8HBodDdVhLff/89Xr58ibFjx+LBgwcIDw/HnDlzMGnSJJnNsWR33KhRo3Dt2jVERUVh2LBhhW6l6dChA1JSUnD37l1hWPXq1fHixQvs3r0bT548werVq/NshZ41axZ27dqFOXPm4P79+7hz545wULKrqyv8/f0xZMgQhIWF4enTpzh9+rSwVUzRaZMYOXIkHj16hMmTJyMmJgZBQUFSZ/4po1y5cvD398fkyZNx6tQp3L17F0OHDhVOLc+Pq6srnj59ips3b+L9+/dIT0+Hp6cn6tWrhxEjRuD69eu4cuUK/Pz80K5du3x3b8szr+U1YMAAvHr1Cps2bZJ5csW5c+dQpUoVubeKFzuFjjAqwM2bN8nf35/09PRIR0enuMqqBR9A/X+KcgC15GC30NBQsrKyIgCko6Mj9d3KyooiIiKUyq/IAdQST58+JQMDgwIPoP7vv/+oRYsWZGpqSiYmJtSpUyeKjIyUqpPfweH+/v5S461Zs4YqVapEBgYG1KxZM7p06ZKQ/c6dO9S2bVuytrYmQ0NDqlatGk2ePFnug/5yH0Ata97s3buX3NzcSE9Pj5ycnGjJkiVEX5b9o0eP6O7du9SrVy/S09Ojjx8/Cs+1srKiFi1a5Kn7zz//UMuWLcnY2JjKlStHzZo1o40bNwqPA6DQ0NA8z8tvfj19+lTmtGVnZ9OWLVvI2dmZHj9+THfv3qUHDx7Q06dPSSwWU1xcHN28eZPu3r1LWVlZBc6n3CdhxMfHk6+vL5mbm5OxsTF17dqVHj58KPWcGzduEACaMmWKMGzVqlUEgP755x+pcZOTk2ns2LHk5ORE+vr65OzsTAMGDBAOUpX3oHH6coKIjY0NAaA5c+YQfTmAOucBxtnZ2VS3bl2aPXs2USHrwc6dO6lhw4ZkYGBAVlZW1LZtWwoJCSEioo0bN1LDhg3J1NSUzM3NqVOnTnT9+nWpA6hzL0sLCwvaunWr8Pvp06epadOmZGBgQA4ODjRlyhTKzMzMd97HxsbSV199RYaGhlSpUiXavn17numT5ZtvvqGpU6dKDZs8eTLZ2NiQmZkZ9e/fn1atWiVctFLyvrB//35h+m1tbal3797C81NTU2nixInk6OhIBgYGVK1aNdqyZUuh0yapn3vaJA4cOEDVqlUjQ0NDatOmDW3ZsqXQA6hzrh/Z2dm0aNEicnFxEYYlJyfTgAEDyMTEhBwcHGjlypXUrFmzPPMkp7S0NOrTpw9ZWloSAGG5PX36lLp3706mpqZUrlw56tevH719+7bA+Z/fvM49DTnn/apVq6SmQWLQoEFkbW2d56QDIqIuXbrQ4sWL882h6gOoi3QF6qioKFqxYgX17NmTrKysSFdXlxo1alTgGSXagJuh/1MczZBkxd2xYwf17t2b2rdvT71796YdO3YoVVdW/eKmytrqqJ/7jA2J/IYrWr+4SeovXLiQbGxs6JdffqGXL18SfXmTP3LkCLVu3Zr2799fpPrauHy1Obuy9W/dukV2dnZCw17c9RWhCfVTUlLIwsKC/vzzT5XUV5Y8tTt27Ehjx47NMzw6Oprs7OwoMTFRrvoadTaZtbU1UlJS0KBBA7Rr1w7Dhw9HmzZt5N7MysoOIyMj+Pr6wtfXV91RyqTCdlNqqmnTpqFt27ZYuHAhZsyYASJCVlYW3NzcMG7cOHh7e6s7IisB9evXx9KlS/H06VPUq1dP3XFK3I0bN/DgwQM0a9YMSUlJwtnROXftarqEhAScPn0ap0+fljoDXCI2Nhbbt28XznZUB6Wbob/++gtt2rRR+Iq5jLHCjRw5En/99ZfMx3x9faWuFF2atWnTBkeOHEF6ejri4uJQrlw5/oerDJL3IPnSavny5YiJiRFOzjh37pxwWx9t0KhRIyQkJGDp0qUyz/7MeTauuijdDBXlbsaMsYLNnz8/3+silcV/QAwNDfOcfcJYWdCoUSOps/C0Ue7bkmiiIl10MTExEZs3bxYuWObm5oahQ4eqdVMXY6WBnZ2dwhdxZIwxphylT62/du0aqlatilWrViE+Ph7x8fFYtWoVqlatWuB9UxhjjDHGNInSW4YmTpyIXr16YdOmTcLVYbOysjBs2DBMmDBB6pL5jDHGGGOaSulm6Nq1a1KNEADo6enhp59+Kpb7EzHGGGOMlQSld5OZm5vjxYsXeYa/fPlS6qZzjDHGGGOaTOlmqH///hg6dCj27NmDly9f4uXLl9i9ezeGDRuG7777rnhTslIhOjoa3t7eiI6OVncUxhhjTKB0M7R8+XL07t0bfn5+cHV1haurKwICAtC3b1/hHjCM5XTw4EGEh4fLvFsxK3tSU1Px+PFjpKamqjuKUkoy/7NnzyASiYSb+RaVvNlPnz4NkUhU6A1VCyMSiRAWFpbv4/JOX0xMDBwcHPDx48ci5VGHuXPnomHDhsLvAQEBfOFQGb799lusWLGixF9X6WbIwMAAv/32GxISEoQbL0rOKDM0NCzelKxUOHnypNR3VQoICIBIJMKSJUukhoeFhUldeVnWm/3evXvRpk0bmJmZwcXFBb/88otUjZCQEHTu3Bnly5eHubk5PDw8cOTIkTwZ1q5dC1dXVxgZGaF58+Z57mjdsWNHiEQiqa+RI0fKNX2SDw/Jl42NDbp06aLwDUJLwrhx49CkSRMYGhpKfRgkJiYKX/n58OED5s6di6ZNm6J8+fKoVKkSevTogd27d0vdVVwd5MmvjJL4kFRVdlWbNm0axo4dWyoOxfjtt9+KfCNXebRv3x4TJkxQ+esUl5kzZ+Lnn3+WuvF1SVC6GZIwMTFB3bp1UbduXZiYmBRPKlYqvH79GtevX8f169cRFRWFc+fOAQDOnj2LqKgo4bHXr1+r5PWNjIywdOlSJCQkyP2cw4cPY9CgQRg8eDBu376NP/74A6tWrcLvv/8ujHP27Fl07twZhw4dQlRUFDp06ICePXtKNSJ79uzBpEmTMGfOHFy/fh0NGjRA165dERcXJ/V6w4cPR2xsrPC1bNkyhabx+PHjiI2NxZEjR5CSkoLu3btrzAdcZmam8POQIUPQv39/qccl/93n91/+0aNHUaNGDVy9ehU//vgjjh49ipCQEHz99ddYsGABunbtik+fPql4KvJXWP7CZGRkFHMiadnZ2RCLxTIfK2p2dXjx4gUOHjyo8VejzrneF8TCwoKvpi5D3bp1UbVq1XyvwK8yCt3JLJc///yT6tSpQwYGBmRgYEB16tShTZs2FaWkRuAbtf6fot6otU6dOlJ3KReJRFLfJV/169dXqn5hd63/+uuvqVatWjR58mRheGhoaIF3rf/uu++oT58+UrVXr15NFStWLPDGpm5ubjRv3jzh92bNmtHo0aOl8jo5OdHixYsLvfO1PGTdrfzChQsEgA4dOiR113oDAwNycXGh5cuXC+OuWbOG6tSpk2e+rFu3ThjWqVMnmjFjhvB7WFgYNWrUiAwNDcnFxYXmzJkjdZdyAPTHH39Qz549ycTERLjzusTMmTOpXr16lJKSQikpKXTt2jW6evUqXbt2TRiWkpJCaWlpdPLkSbK2tqaIiAiZ05+ZmUmDBw+mnj17FjifZN0VvUGDBjRlyhRh+Upyd+vWjYyMjKhy5coUHBycZ17v2LGDmjdvToaGhlS7dm3asGGDVP7Lly9T586dydTUlMqXL08DBw6k//77T6jTrl07Gj16NI0fP55sbGyoffv2efLOmTNH6m8DAJ06dUrIEBwcTK1btyZjY2OqX78+Xbx4UXiu5I7o4eHhVLt2bdLV1aWnT59SWloaTZgwgRwdHcnExITc3d1p/fr1QvZ79+5R9+7dydLSkkxMTKhWrVp04MABohx/H8ePH6cmTZqQsbExeXh40IMHD6Ry//HHH1SlShXS19enGjVq0Pbt26UeB0ChoaHCuh8ZGUkNGzYkQ0NDatKkCYWEhORZn3P75ZdfyN3dXWrY+/fv6dtvvyUnJycyNjamunXr0qZNm6TeF7Kzs2np0qVUtWpVMjAwIGdnZ1q4cKHw+MuXL+nbb78lKysrMjExoSZNmtClS5fynbZ169ZJ1c9vvV+8eDHZ2dmRmZkZDRkyhKZMmSJ1h3p/f3/y8vKSWj/GjBlDY8eOJSsrK7K3t8/zN3T//n1q1aqVsA4eO3ZMmLey+Pv751mfbt26RdnZ2XT69Glq2rQpGRgYkIODA02ZMkXq7zk3WfM6KChIaj63atWKxowZQ5MnT5Y5DYMHD6YePXpI1c3IyKDy5ctL3Xh23rx51Lp1a6nxNPau9bNmzSJTU1OaOnUqhYeHU3h4OE2dOpXMzMxo1qxZypbVCNwM/Z+iNkPTp0/P84co62vBggVK1S+sGfLy8qKQkBAyMjIS7npeWDPUu3dvGjhwoFTtTZs2EQB6+vRpvlmcnZ1pzZo1RESUnp5Ourq6ed6g/Pz8qFevXlLNkK2tLdnY2FCdOnVo6tSp9OnTJ7mmX1YzdP36dQJAYWFhdOrUKdLR0aH58+dTTEwMbd26lYyNjWnr1q1ERHT79m0SiUQUFxdHREQTJkwgW1tb6t+/P9GX9cPExISOHTtGRERnz54lc3Nz2rZtGz169IhCQkLI1dWV5s6dK7w+ALKzs6MtW7bQkydP6Pnz51KZR40aRdWrV6erV68W+BUdHU1NmzaltWvXEhHR3bt3qW3btmRra0v9+vWjiRMn0s8//0zp6elUtWpVOnnyZL7zSd5myMbGhjZt2kQxMTE0c+ZM0tXVpXv37knNa3t7e1q6dCnt3buXvLy8yNTUlI4dO0ZXr16lkydPkpWVFQUEBFBERASdOXOGPD09qUOHDsLrtmvXjszMzGjy5Mn04MGDPA0FEdHHjx/pm2++oW7dulFsbCzFxsZSenq6kKFWrVq0e/duun//PvXt25dcXFyED7CtW7eSvr4+tWzZki5cuEAPHjygT58+0bBhw6hhw4a0ceNGCg0NpXHjxpGBgQHt37+frl69Sq1bt6bmzZvTrl276PDhw7Rr1y46deoUUY6/j+bNm9Pp06fp7t271KZNG2rZsqWQOSQkhPT19Wnt2rUUExNDK1asIF1dXanlkrMZevnyJZUvX54GDBhA0dHRdODAAapSpUqhzVCvXr1o5MiRUsNevXpFv/zyC924cYOePHlCv/32G+nq6lJkZKQwzk8//URWVla0bds2evz4MZ07d074p/3jx49UpUoVatOmDZ07d44ePXpEe/bsEZrM3NO2fPly0tXVpePHj0tNW+71fs+ePWRoaEh//vknPXjwgGbMmEHlypUrtBkyNzenqVOn0oMHDygwMJBEIhEdPXqUiIiysrKoZs2a1LlzZ7p58yadO3eOmjVrVmAzlJiYSB4eHjR8+HCKjY2l169f0/v37+nFixdkYmJC33//Pd2/f59CQ0PJ1tY2T/NV0LxevXo16erq0uXLl4lyNEPm5uY0d+5cevjwYZ5puHDhAunq6tKbN2+k1h9TU1P6+PGjMOzw4cNkYGBAaWlpwjCNbYZsbW2lukKJoKAgsrGxUbasRuBm6P8UtRlKSEigefPmFXsjRAo0Q0RELVq0oCFDhhDJ0Qxt2LCBTExMKCwsjDIzMykmJoZq1apFAKT+C89p6dKlZGVlRe/evSMiotevX8scf/LkydSsWTMh+7p16+iff/6h27dv019//UUVKlQgHx8fuaY/dzOUkJBAPj4+ZGZmRm/evKG+ffuSp6dnntd3c3MjIiKxWEw2NjbCFpCGDRvS4sWLycHBgYiIzp8/T/r6+kJz1qlTJ1q0aJHUvA8MDCRHR0ehPgCaMGFCvpknTZokVzN07tw5sre3p/T0dMrKyqIaNWrQiBEj6MaNG7R69WrS09MT3rRnzpxJU6ZMyfc15W2Gcn/INm/enEaNGiU1r6dPny5kjIyMJDs7Oxo7dixdvXqVRo4cSS1atKCrV6/S69evKSEhgZ4/f04AKCYmhujLh12jRo0KWbJ5PyRzZti4caOw3t+9e5cA0P3794m+NEMA6ObNm8Lznj9/Trq6uhQVFSU1j5s2bUoBAQF09epVqlatGo0YMUIqu2Te5NwyJPH3338TAOF9oWXLljR8+HCpvP369aOvvvpK+D1nM7Rq1SqysbGRel9Zt25doc1QgwYNaP78+QXOu+zsbOrSpQtNmjSJiIiSk5PJ0NAw3z0WGzZsoHLlytGHDx9kPp572rKzs8nb25u6d+8uNW2513sPDw/6/vvvpYY1b9680GaodevWUvO/adOmwvp9+PBh0tPTo9jYWOE5hW0ZktSVbIGW/O1OmzaNatasKbW1e+3atWRmZpbve6osPXr0oB9++EGo3apVqzxbdHJOA33Zir506VLh9549e1JAQIDUc27dukUA6NmzZ8IwVTdDSh8zlJmZKfPiik2aNEFWVlZR996xUmLmzJmYNGmSzMd++OEHzJw5U+UZli5disDAQOEeegUZPnw4Ro8ejW+//RZGRkZo0aIFvv32WwCAjk7eP5egoCDMmzcPe/fuVfheYiNGjEDXrl1Rr149DBw4ENu3b0doaCiePHkid42WLVvCzMwMVlZWuHXrFvbs2QN7e3s8fPgQrVq1khq3VatWePToEbKzsyESidC2bVucPn0aiYmJuHfvHr7//nukp6fjwYMHOHPmDJo2bSocB3jr1i3Mnz8fZmZmMDc3R8WKFfG///0PsbGx+Pz5s/AaBV1wtVy5ctDX1y9wepycnPD27Vs0atQIenp6iImJwevXr/H777+jYcOGGDt2LNq3by+M7+joqNAxYfnx8PDI83vu9aVr165wcnICvlxg1s3NDU+fPgUAPHr0CNeuXUO7du1Qo0YNVKxYEW5ubgAgtTybNGlSpJz169cXfnZ0dAQAqePQDAwMpMa5c+cOsrOz0bZtW7Rr1w5t27ZF27Ztcf36dbx69Qr4cpmUzZs3Y9SoUVi/fr3MS18U9Lr379+Xua7l9/f28OFD1K9fH0ZGRsKw3PNfltTUVKnn4MtxUQsWLEC9evVgbW0Nc3NznDx5UrgG3v3795Geno5OnTrJrHnz5k00atQI1tbWMh+XNW3NmzfHgwcPpIblXu/v37+P5s2bSw2TZxrr1asn9bujo6Mwn2NiYuDs7AwHBwfh8WbNmhVaU5b79+/Dw8ND6mSSVq1aISUlRVgvcss9r83MzHDkyJE81xssaBoAYNiwYdi6dSsA4N27dzh8+DCGDBki9RxjY2MAkHpvUTWlr0A9aNAgrFu3DitXrpQavnHjRgwcOLA4srFSIisrS/ijIyLh55Jqmtu2bYuuXbti2rRphR58KTkDbcqUKfj8+TPs7e1x4sQJAECVKlWkxpVcVys4OBienp7CcFtbW+jq6uLdu3dS4797907qjSw3yZvn48ePUbVqVbmmbc+ePXBzc4ONjY1wMGZ+B83m1r59e2zcuBHnzp1Do0aNYG5uLjRIZ86cQbt27YRxU1JSMG/ePPTu3RtisRgpKSkwMzODjo6O1AeUqalpga+pr68Pe3v7PPMGAOzt7eHk5ISsrCzhzTAjIwP6+vpSTZSZmZnw8/Xr11GzZs18X09HRyfPWWfyHuAqi5OTE7Kzs/Pk//z5Mzp37ozVq1fnmT+S5gFyzJ/C5JwPkr+jnMvb2NhY6gMuJSUFurq6iIqKgq6uLmJjY/H+/XthXADw9vYWTgA4cuQIlixZguXLl2PcuHFyv25JsLW1zdP4/vLLL/jtt9/w66+/ol69ejA2NsbYsWOFg9Ml05ifwh6XV1GXq0TufxZEIlGJz+f85J7XpqammDBhQp4TAQqbBj8/P0ydOhWRkZG4ePEiKleujDZt2kg9Jz4+HgBQvnx5lU5TTkU6m2zz5s2oW7cuhg0bhmHDhqFevXrYtGkTdHR0MGnSJOGLlV1isVg4DdrCwgKzZ8+GhYUFiAi7du0qsT/0JUuW4MCBA4iMjJRrfF1dXVSoUAEGBgbYtWsXPDw8pP4wd+3ahcGDB2PXrl3o0aOH1HMNDAzQpEkToYnCl/lw4sSJAv87lFxjJeeHZ2GcnZ1RtWrVPGel1KhRAxcuXJAaduHCBdSoUQO6uroAgHbt2uHevXsIDg4Wtra0b98ex48fx4ULF6S2wDRu3BgxMTGoVq0aqlWrhipVqgg/y9piVpD8TomXDK9WrRru3bsHAKhZsyb09fXx+++/Izs7G5cuXcKRI0eQmZmJwMBAHD58uMAGt3z58oiNjRV+T05OFrbm5HTp0qU8v9euXVvmOESErKws3L9/H5UrVwYA1KpVCw8fPoSrq2ue+aPoB6WBgQGys7MVek5+GjVqhOzsbMTFxaFatWpwcXGBs7MznJ2dYWtrK4zn6OiIkSNHYv/+/Rg9ejT+/PNPuV+jdu3aMtc1yZax3GrUqIHbt28jLS1NGJZ7/uc3LZL1IufreHl5wdfXFw0aNECVKlWktsRVr14dxsbGUn+LOdWvX1+4LIy803b58uU864as512+fFlqmDzTWJCaNWvi5cuXUo341atXC32erPWpdu3aiIyMlPpbvHDhAsqVK4eKFSvKrCNrXj98+FDh6bCxsYG3tze2bt2Kbdu2YfDgwXnGiY6ORsWKFaXWUVVTestQdHQ0GjduDOTYDGxrawtbW1upzaw5/0thZU9qaiqcnZ3RqlUrrF+/HnZ2dhg9ejRGjhyJly9fIjU1tdj+qyqIZFfU6tWrCxzv/fv32Lt3L9zd3aGnp4fAwEAEBwfjzJkzwjhBQUHw9/fHb7/9hubNm+Pt27fAl/8yLSwsAACTJk2Cv78/3N3d0axZM/z666/49OmT8If/9OlTHDhwAD169ICNjQ1u376NiRMnom3btlK7JJQ1ZswYdOzYEQsWLED//v0RGRmJ33//HX/88YcwTv369WFlZYWgoCAcPHgQ+NIM/fjjjxCJRFK7B2bPno2vv/4alSpVQu/evfH582c8efIE9+7dw8KFCwvM8vjxY6SkpODt27dITU1FZGQksrKyUL16dVSoUAFxcXHIzs5GfHw8nJ2d0ahRI6SmpuLUqVPo1KkTtm3bBl9fX0yYMAHVq1eHt7c3li5ditatW+Po0aMF/vfYsWNHbNu2DT179oSlpSVmz54tNIM5BQcHw93dHa1bt8bOnTtx5coVbN68WWqctWvXolq1ahCJRNixYwc+fvyI4cOHIysrC/369UNYWBi+++47/PjjjzAwMMDbt2+xd+9e/PnnnzJfMz+urq44cuQIYmJiYGNjI6xTyqhRowYGDhwIPz8/LF++HEZGRnj//j2uXbuGpk2bol69eli2bBnatGmDbt26IT4+HufPn0etWrXkfo3Jkyfjm2++QaNGjeDp6YkDBw4gJCQEx48flzl+37598fPPP2P48OGYNm0anj17huXLlxf6Ol27dsWwYcOQnZ0tzM/q1atj3759uHjxIqysrLBixQrExcWhTp06wJfLa0yZMgU//fQTDAwM0KpVK/z333+4e/cuhg4diu+++w6LFi2Ct7c3Fi9eDEdHR9y4cQNOTk7w8PDIM20RERE4cOAAjh49WmDW8ePHIyAgAO7u7mjVqhV27tyJu3fv5tm6rIjOnTujatWq8Pf3x7Jly/Dx40fhMIOCPmddXV1x+fJlPHv2DCYmJtDT08OoUaPw22+/YezYsRgzZgxiYmIwZ84cTJo0Kd9/bnLP65UrV+Ldu3f5Nr0FGTZsGL7++mtkZ2fD398/z+Pnzp1Dly5dFK5bJAodYVRG8AHU/6c4DqDOzs6mrKwsmePkN1zR+rLkdxCqgYFBgQdQ//fff9SiRQsyNTUlExMT6tSpk9RptvTlgERZB4P7+/tLjbdmzRqqVKkSGRgYULNmzYQ62dnZdOfOHWrbti1ZW1uToaEhVatWjSZPniz3QX+yzibLPW8kp9br6+tTpUqV6JdffskzrpeXF+np6QlncmRnZ5OVlRW1aNEiz7j//PMPtWzZkoyNjalcuXLUrFkz2rhxo/B4fgdy5je/Hj58SPRlXXz06BHdvXuXsrKyKDs7m7Zs2ULOzs7CGXxZWVn06tUrEovFlJCQIHXmSUGSkpKof//+ZG5uTs7OzrRt2zaZB1CvXbuWOnfuTIaGhuTq6kp79uzJM6+DgoKoadOmpK+vT9WqVRPOkJHkP3ToEHl7e5OlpSUZGxtTrVq1aMKECcJBqvJeSiEuLo46d+5MZmZmeU6tj4qKEtb7hIQE4XHKcWp9bhkZGTR79mxydXUlPT09srOzIy8vL7p9+zZlZGTQoEGDyNnZmQwNDal8+fLUv39/4SzD3H8fREQ3btzIc3aloqfWX7hwgRo0aEAGBgbUsGFD2r9/f6EHUGdmZpKTkxP9888/wrAPHz6Ql5cXmZmZkZ2dHc2YMYO+/fZb6tWrlzBOdnY2LVy4kFxcXIS/BcnJAEREz549oz59+pC5ublw6QHJGVKypk3WqfWy1vuff/6ZbG1tyczMjPz9/emnn34q9ADqcePGSb2veXl5Sb2vSE6tNzAwEC6BAEBqnuQWExNDLVq0IGNj4yKdWp97Xs+cOZP8/PyEaZAcQD1u3Dip5+WeBvpyAoeLi4vUQfYSqampZGFhIXVGIGny2WSlGTdD/6e4miFVUGV9bc6uDfXzu16TZLik/sKFC8nGxoaWL18uXBohLS2Njhw5Qq1bt6aQkJBiyV/Y2Ti5G09582viuqnO7MVR//fff6cuXbqorH5hNK3++fPnCQA9fvxYJfUVoUjtjx8/krm5Oe3fvz/PY3/88Qd17ty5wPqqaIaU3k3GGGPKyG+Tfu7h06ZNQ9u2bbFw4UJMnz5dOFbHzc0N48aNg5eXVwklLjhnYcM1iTZnB4D//e9/SExMxMePH0vFLTkUFRoaCjMzM1SvXh2PHz/G+PHj0apVK7lPuFA3sViM9+/fY8WKFbC0tESvXr3yjKOvr481a9aUeDZuhhjTQCNHjsz3cvS+vr5Yv359iWdShzZt2uDIkSNIT09HXFwcypUrx7cwKMP09PQwY8YMdcdQm48fP2LKlCl48eIFbG1t4enpqZabmirrxYsXqFy5MipWrIht27ZBTy9vCzJs2DC1ZONmiDENNH/+fPz4448yHzM3Ny/xPOpmaGgIZ2dnldQu7Iavrq6uar8pLGP4clq6n5+fumMoTZP/lrgZYkwD2dnZKXwRR8YYY8pRqBlS5JpBuS/GyLSXpnbyjDHGyh5VfCYp1AzduHFD6vfr168jKytLuALsw4cPoaurW+RLzjPNILmS6OfPn4vtSq2MMcZYUUhu01HY7X0UoVAzdOrUKeHnlStXoly5cggMDISVlRUAICEhAYMHD85zaW2mnXR1dWFpaSncV8bExETus07EYjEyMjKQlpam8BWK1V1fm7Nz/dJdX5uzc/3SXb8ksqenp+PDhw94//49LC0tFbqYaWGUPmZoxYoVOHr0qNAIAYCVlRUWLlyILl264IcffiiujEyNJPfSynmjPXkQEVJTU/PcK6m4qLK+Nmfn+qW7vjZn5/qlu35JZreysirwPo/KULoZSk5Oxn///Zdn+H///YePHz8WNRfTECKRCI6OjrCzs1PoBpeZmZk4e/Ys2rZtW6ybMkuivjZn5/qlu742Z+f6pbt+SWXv1KmT1M2hi4vSzZCPjw8GDx6MFStWoFmzZsCXG9hNnjwZvXv3Ls6MTAPo6uoqtElSV1cXWVlZMDIyUskfhirra3N2rl+662tzdq5fuuuXVPbi3DWWk9LN0Pr16/Hjjz9iwIABwhYDPT09DB06FL/88ktxZmSMMcYYUxmlmqHMzEz07NkT69evxy+//CLctb5q1aolcgdyxhhjjLHiotQh3/r6+rh9+zYAwNTUFPXr10f9+vW5EWKMsQJER0fD29sb0dHR6o4it7S0NOzYsQOenp7CLSB27NiBtLQ0dUeTC+dXL23Jr/T5b76+vti8eXPxpmGMsVLs4MGDCA8Px99//63uKHKJiIiAk5MT/Pz8cPLkSXz48AEnT56En58fnJyccODAAXVHLBDnVy9tyq90M5SVlYV169bB3d0d//vf/zBp0iSpL8YYY9JOnjwp9V2TRUREwNvbG4mJiUCOq/5KvicmJsLLywsRERFqzZkfzq9e2pZf6QOoo6Oj0bhxY+DLladzUsU1BhhjTNu8evVKuEYXEeHcuXMAgLNnzyIqKkp4r7S3t0eFChXUmjWntLQ0+Pn5FXjbA8ljfn5+ePv2rUpOd1YW51cvbcyvdDOU82rUjDHG8urRo4dwfCVy/KOYnp4Od3d3YXj9+vVx69YttWSUZd++fUhKSpJr3KSkJOzbtw++vr4qzyUvzq9ewcHBWpe/+K+ZzRhjDADQt29fqd9z7yqQ6NevX4nmKkxERITcW/hFIhFCQ0NVnkkRnF+9wsLCtC6/0luGJO7du4cXL14gIyNDanivXr2KWpoxxrTarFmzAACzZ8/Od5wFCxZg5syZJZiqcPHx8XLfGZyIEB8fr/JMiuD86vXhwwety690M/Tvv//Cx8cHd+7cgUgkEiZc0g1mZ2cXX0rGGNNSs2bNQmJiIlauXJnnsR9++EHjGiEAsLa2ho6ODsRicaHj6ujowNraukRyyYvzq5eNjY3W5Vd6N9n48eNRuXJlxMXFwcTEBHfv3sXZs2fh7u6O06dPF29KxhjTYllZWRCJRMI/i5Kfs7Ky1B1Npl69esn1QYYvdxP38fFReSZFcH718vb21rr8SjdDkZGRmD9/PmxtbaGjowMdHR20bt0aixcvxrhx44o3JWOMaSmxWIzdu3eDiGBhYYHZs2fDwsICRIRdu3bJ/aFRkvr27QsrKyu5xrWysspzbJS6cX716tevn9blV7oZys7ORrly5QAAtra2ePPmDQDAxcUFMTExxZeQMca0WGpqKpydneHj44OYmBjMmzcPMTEx8PHxQaVKlZCamqruiHkYGRkhMDBQrnEDAwPVflp0bpxfvbQxv9LNUN26dYVTQZs3b45ly5bhwoULmD9/PqpUqVKcGRljTGuZmpri8uXLCAkJgZ2dHQDAzs4OISEhuHTpksbexqhnz54IDw+HpaUl8OXYjpzfLS0tERERgZ49e6o1Z344v3ppW36lD6CeOXMmPn36BACYP38+vv76a7Rp0wY2NjbYs2dPcWZkjDGtpqurq9BwTdGrVy/ExsZi3759CA0NRXx8PKytreHj44O+fftqxH/0BeH86qVN+ZVuhrp27Sr8XK1aNTx48ADx8fGwsrLiK1AzxlgpYWRkBF9fX7VfFE9ZnF+9tCW/0rvJ/Pz8sHXrVjx58kQYZm1tzY0QY4wxxrSK0s2QgYEBFi9ejOrVq8PZ2Rm+vr74888/8ejRo+JNyBhjjDGmQko3Q3/++ScePnyIly9fYtmyZTAzM8OKFStQq1YtVKxYsXhTMsYYY4ypSJHvTWZlZQUbGxtYWVnB0tISenp6KF++fPGkY4wxxhhTMaWboenTp6Nly5awsbHB1KlTkZaWhqlTp+Lt27e4ceNG8aZkjDHGGFMRpZuhJUuW4MmTJ5gzZw52796NVatWwcvLS+6rTsqybt061K9fH+bm5jA3N4eHhwcOHz4sPJ6WlobRo0fDxsYGZmZm6NOnD969eydV48WLF+jRowdMTExgZ2eHyZMna+wl7xljjCkmOjoa3t7eiI6OVncUuaWlpWHHjh3w9PSEra0tPD09sWPHDqSlpak7GvtC6Wboxo0bmDFjBq5cuYJWrVqhQoUKGDBgADZu3IiHDx8qVbNixYpYsmQJoqKicO3aNXTs2BFeXl64e/cuAGDixIk4cOAAgoODcebMGbx58wa9e/cWnp+dnY0ePXogIyMDFy9eRGBgILZt21bgHaMZY4xpj4MHDyI8PBx///23uqPIJSIiAk5OTvDz88PJkyfx4cMHnDx5En5+fnBycsKBAwfUHZEVpRlq0KABxo0bh5CQEPz33384dOgQDAwMMHr0aNSuXVupmj179sRXX32F6tWro0aNGvj5559hZmaGS5cuISkpCZs3b8bKlSvRsWNHNGnSBFu3bsXFixdx6dIlAMDRo0dx7949/PXXX2jYsCG6d++OBQsWYO3atcjIyFB2UhljjGmIkydPSn3XZBEREfD29kZiYiIAgIikvicmJsLLywsRERFqzcmKcNFFIsKNGzdw+vRpnD59GufPn0dycjLq16+Pdu3aFTlYdnY2goOD8enTJ3h4eCAqKgqZmZnw9PQUxqlVqxYqVaqEyMhItGjRApGRkahXrx7s7e2Fcbp27YpRo0bh7t27aNSokczXSk9PR3p6uvB7cnIyACAzMxOZmZkynyMZnt/jRcX11Vdfm7Nz/dJdX5uzK1v/1atX+O+//4Avnzvnzp0DAJw9exaXL18Wrm1nZ2cn3O5EE/KnpaVh0KBBQuMji+SxQYMG4dWrV8IVyTUhvybVVqS+sq8vooKWVAGsrKyQkpKCBg0aoF27dmjfvj3atGkj3IdEWXfu3IGHhwfS0tJgZmaGoKAgfPXVVwgKCsLgwYOlmhYAaNasGTp06IClS5dixIgReP78OY4cOSI8/vnzZ5iamuLQoUPo3r27zNecO3cu5s2bl2d4UFAQTExMijQ9jDHGlDdhwgQ8e/ZM+F0kEoGIhO8Srq6u+PXXX9WUMq9Tp07ht99+k3v8CRMmoH379irNVBZ8/vwZAwYMQFJSEszNzeV+ntJbhv766y+0adNGoReTR82aNXHz5k0kJSVh37598Pf3x5kzZ4r1NXKbNm0aJk2aJPyenJwMZ2dndOnSJd/py8zMxLFjx9C5c2fo6+sXeyaur7762pyd65fu+tqcXdn6N27ckPpnNfeuJomAgAB07txZY/Jv27YtT8OWH5FIhGfPnmlUfk2qrUh9yZ4dRSnVDGVmZmLlypWoUaNGsTdDBgYGqFatGgCgSZMmuHr1Kn777Tf0798fGRkZSExMlNr69O7dOzg4OAAAHBwccOXKFal6krPNJOPIYmhoCENDwzzD9fX1C12o8oxTFFxfffW1OTvXL931tTm7ovXnzp0LXV3dAk+EWbBgAWbOnCnsItGE/AkJCXI1QvjS2CUmJgo1NSG/JtaWp76yr63UAdT6+vq4ffu2Ui+oKLFYjPT0dDRp0gT6+vo4ceKE8FhMTAxevHgBDw8PAICHhwfu3LmDuLg4YZxjx47B3Nwcbm5uJZKXMcZY8Zo1a5bU1vucfvjhB8ycObPEMxXGxsYGOjryfcTq6OjA2tpa5ZlY/pQ+m8zX1xebN28u1jDTpk3D2bNn8ezZM9y5cwfTpk3D6dOnMXDgQFhYWGDo0KGYNGkSTp06haioKAwePBgeHh5o0aIFAKBLly5wc3PDoEGDcOvWLRw5cgQzZ87E6NGjZW75YYwxph2ysrIgEomEA6YlP2vqdeS8vb0hFovlGlcsFsPHx0flmVj+lD5mKCsrC1u2bMHx48fRpEkTmJqaSj2+cuVKhWvGxcXBz88PsbGxsLCwQP369XHkyBF07twZALBq1Sro6OigT58+SE9PR9euXfHHH38Iz9fV1cXBgwcxatQoeHh4wNTUFP7+/pg/f76yk8kYY0zNxGIxdu/eDSKCpaUlxo0bh9WrVyMxMRG7du3CypUr5d4KU1L69euH8ePHIyEhodBxrays0Ldv3xLJxWRTuhmKjo5G48aNASDPRRYlnbuiCtvSZGRkhLVr12Lt2rX5juPi4oJDhw4p9fqMMcY0T2pqKpydndGqVSusX78ednZ2GD16NEaOHImXL18iNTU1zz/k6mZkZITAwED06tWr0HEDAwNhZGSkstPSWeGUboZOnTpVvEkYY4wxGUxNTXH58mXhOjz4cl2hkJAQZGdnSw3XJD179kR4eDj8/f2RmJgIHR0diMVi4bulpSW2b9+Onj17qjtqmad0M8QYY4yVlPwaHk1thCR69eqF2NhY7Nu3D6GhoYiPj4e1tTV8fHzQt29fGBkZqTsiK2ozlJiYiM2bN+P+/fsAADc3NwwdOhQWFhbFlY8xxhjTakZGRvD19YWvr6+6o7B8KH3E2bVr11C1alWsWrUK8fHxiI+Px6pVq1C1alVcv369eFMyxhhjjKmI0luGJk6ciF69emHTpk3Q0/u/MllZWRg2bBgmTJiAs2fPFmdOxhhjjDGVULoZunbtmlQjBAB6enr46aef4O7uXlz5GGOMMcZUSundZObm5njx4kWe4S9fvkS5cuWKmosxxhhjrEQo3Qz1798fQ4cOxZ49e/Dy5Uu8fPkSu3fvxrBhw/Ddd98Vb0rGGGOMMRVRejfZ8uXLIRKJ4OfnJ1wOXV9fH6NGjcKSJUuKMyNjjDHGmMoo3Az9+++/qFy5MgwMDPDbb79h8eLFePLkCQCgatWqMDExUUVOxhhjjDGVUHg3WfXq1fHff/8Jvw8ePBh2dnaoV68eN0KMMcYY0zoKN0NEJPX7oUOH8OnTp+LMxBhjjDFWYjTrNr+MMcYYYyVM4WZIJBLluSu9snepZ4wxxhhTN4UPoCYiBAQEwNDQEACQlpaGkSNHwtTUVGq8kJCQ4kvJGGOMMaYiCjdD/v7+Ur/zjecYY4wxps0Uboa2bt2qmiSMMcYYY2rAB1AzxhhjrEzjZogxxhhjZRo3Q4wxxhgr07gZYowxxliZxs0QY4wxxso0boYYY4wxVqZxM8QYY4yxMo2bIcYYY4yVadwMMcYYY6xM42aIMcYYY2UaN0OMMcYYK9O4GWKMMcZYmcbNEGOMMcbKNG6GGGOMMVamcTPEGGOMsTKNmyHGGGOMlWncDDHGGGOsTONmiDHGGGNlGjdDjDHGGCvTuBlijDHGWJnGzRBjjDHGyjRuhhhjjDFWpnEzxBhjjLEyjZshxhhjjJVp3AwxxhhjrEzjZogxxhhjZRo3Q4wxxhgr07gZYowxxliZxs0QY4wxxso0boYYY4wpJDo6Gt7e3oiOjlZ3FIVpc3ZwfpXhZogxxphCDh48iPDwcPz999/qjqIwbc4Ozq8y3AwxxhhTyMmTJ6W+axNtzg7OrzJ66g7AGGNMs7169QpxcXEAACLCuXPnAABnz55FVFQURCIRAMDe3h4VKlRQa9bctDk7OH+J4WaIMcZYgXr06IHbt28Lv0s+wNLT0+Hu7i4Mr1+/Pm7duqWWjPnR5uzg/CWGd5MxxhgrUN++faV+JyKp7xL9+vUr0Vzy0Obs4PwlhpshxhhjBZo1axbmz59f4DgLFizAzJkzSyyTvLQ5Ozh/ieFmiDHGWKFmzZqFSZMmyXzshx9+UPuHWUG0OTs4f4ngY4YYY4zJJSsrSzjmg4iEn7OystScrHDanB2cX+V4yxBjjLFCicVi7N69G0QECwsLzJ49GxYWFiAi7Nq1C2KxWN0R86XN2cH5S4RGNUOLFy9G06ZNUa5cOdjZ2cHb2xsxMTFS46SlpWH06NGwsbGBmZkZ+vTpg3fv3kmN8+LFC/To0QMmJiaws7PD5MmTNab7ZIwxbZSamgpnZ2f4+PggJiYG8+bNQ0xMDHx8fFCpUiWkpqaqO2K+tDk7OH+J0KjdZGfOnMHo0aPRtGlTZGVlYfr06ejSpQvu3bsHU1NTAMDEiRPx999/Izg4GBYWFhgzZgx69+6NCxcuAACys7PRo0cPODg44OLFi4iNjYWfnx/09fWxaNEiNU8hY4xpJ1NTU1y+fBm6urrCMDs7O4SEhCA7O1tqeHFJS0tDcHAwwsLC8OHDB9jY2MDb2xv9+vWDkZGRRmfPmT8wMBA3b95Ew4YN4e/vz/lLKL8iNKoZ+ueff6R+37ZtG+zs7BAVFYW2bdsiKSkJmzdvRlBQEDp27AgA2Lp1K2rXro1Lly6hRYsWOHr0KO7du4fjx4/D3t4eDRs2xIIFCzBlyhTMnTsXBgYGapo6xhjTbvl9aKniwywiIgIBAQFISEiAjo4OxGIxdHR0EBISgvHjxyMwMBA9e/aUu15JZkeu/CKRCESEkydP4sSJE5xfjuElTaOaodySkpIAANbW1gCAqKgoZGZmwtPTUxinVq1aqFSpEiIjI9GiRQtERkaiXr16sLe3F8bp2rUrRo0ahbt376JRo0Z5Xic9PR3p6enC78nJyQCAzMxMZGZmyswmGZ7f40XF9dVXX5uzc/3SXV+bsytS/8CBA1LXp5EcUyL5npiYCC8vL+zbt0/qA1lT8+e+tk5pzK8p2ZV9fRHlvvKRhhCLxejVqxcSExNx/vx5AEBQUBAGDx4s1bgAQLNmzdChQwcsXboUI0aMwPPnz3HkyBHh8c+fP8PU1BSHDh1C9+7d87zW3LlzMW/evDzDg4KCYGJiopLpY4wxlldGRgYGDx6Mz58/57kwX04ikQgmJibYunWrRm3xz8jIgL+/v1zHwRgbGyMwMJDzF6PPnz9jwIABSEpKgrm5udzP09gtQ6NHj0Z0dLTQCKnStGnTpK6BkJycDGdnZ3Tp0iXfmZmZmYljx46hc+fO0NfXL/ZMXF999bU5O9cv3fW1Obu89f/66y98+vSp0FpEhE+fPuHTp0/w9vbWqPzyHhCcmppaavJrQnbk2LOjKI1shsaMGYODBw/i7NmzqFixojDcwcEBGRkZSExMhKWlpTD83bt3cHBwEMa5cuWKVD3J2WaScXIzNDSEoaFhnuH6+vqFLlR5xikKrq+++tqcneuX7vranL2w+gcPHhSOESqMjo4ODhw4gICAALnrF4fC8kuOsSmMSCQqdfnVvW4q+9oadWo9EWHMmDEIDQ3FyZMnUblyZanHmzRpAn19fZw4cUIYFhMTgxcvXsDDwwMA4OHhgTt37gh3yQWAY8eOwdzcHG5ubiU4NYwxxhT14cMHua87IxaLER8fr/JMivjw4YNcjQS+fOZxfs2gUVuGRo8ejaCgIISHh6NcuXJ4+/YtAMDCwgLGxsawsLDA0KFDMWnSJFhbW8Pc3Bxjx46Fh4cHWrRoAQDo0qUL3NzcMGjQICxbtgxv377FzJkzMXr0aJlbfxhjjGkOGxsbhbYMSU6w0RScXztp1JahdevWISkpCe3bt4ejo6PwtWfPHmGcVatW4euvv0afPn3Qtm1bODg4ICQkRHhcV1cXBw8ehK6uLjw8PODr6ws/P79CbxTHGGNM/by9vRXaMuTj46PyTIrg/NpJo5ohIpL5lXN/pJGREdauXYv4+Hh8+vQJISEheY4FcnFxwaFDh/D582f8999/WL58OfT0NGojGGOMMRn69esHKysr4d5V+RGJRLCyspI6BVwTSPLLg/NrDo1qhhhjjJVtRkZGCAwMBL40PLJIhgcGBip0JeSSkDN/YTi/5uBmiDHGmEbp2bMnwsLChLOGdXR0pL5bWloiPDxcoSsgl6SePXsiPDy8wPwRERGcX4PwviPGGGMap1evXnjz5g327duH0NBQxMfHw9raGj4+Pujbt6/Gb5Ho1asXYmNjOb+W4GaIMcaYRjIyMoKvry98fX3VHUUpnF978G4yxhhjjJVp3AwxxhhjrEzj3WSMMcaYFkhLS0NwcDDCwsLw4cMH2NjYwNvbG/369dOKY3g0OT83Q4wxxsoMTf5ALkhERAQCAgKQkJAgXCFaR0cHISEhGD9+PAIDAzX67C5Nz8+7yRhjjJUJERERcHJygp+fH8LCwnDmzBmEhYXBz88PTk5OOHDggLojyhQREQFvb28kJiYCX678nPN7YmIivLy8EBERodac+dGG/NwMMcYYK/W04QNZlrS0NOEuDPndQFUyPCAgAGlpaSWarzDakp+bIcYYY6WatnwgyxIcHIyEhIRC7yRPREhISMC+fftKLJs8tCU/N0OMMcZKNW35QJYlLCxMuPJzYXR0dBAaGqryTIrQlvzcDDHGGCvVtOUDWZYPHz4odBf5+Ph4lWdShLbk52aIMcZYqaYtH8iy2NjYKNTIWVtbqzyTIrQlPzdDjDHGSjVt+UCWxdvbW6FGzsfHR+WZFKEt+bkZYkyDpaWlYceOHejTpw/at2+PPn36YMeOHRp1gGdBOL/6aHP24qYtH8iy9OvXD1ZWVhCJRAWOJxKJYGVlhb59+5ZYNnloS35uhhjTUNp6TRQJzq8+2pxdFbTlA1kWIyMjBAYGAl/yySIZHhgYqHEXjtSW/NwMMaaBtPWaKBKcX320ObuqaMsHcn569uyJsLAwWFpaAl925eX8bmlpifDwcI29ArU25OfbcTCmYeS9JopIJEJAQADevHmjUW/enF99tDm7qkk+kGXdEkIsFsPS0lLtt4QoSK9evfDmzRvs27cPoaGhiI+Ph7W1NXx8fNC3b1+NX46anp+boRKgrffCYeohuSZKYXJeE8XX17dEssmD86uPNmcvCZr+gVwYIyMj+Pr6au0y0+T8vJtMxXjfPVOUNl8TBZxfrbQ5e0mRfCDv378fp06dwv79++Hr66vxjRBTLW6GVIj33TNlaPM1UcD51UqbszOmTtwMqYg23wuHqZc2XxMFnF+ttDk7Y+rEzZCKaPO9cJh6afM1UcD51UqbszOmTtwMqQjvu2fK0uZrooDzq5U2Z2dMnbgZUhHed8+Upe3XROH86qPN2RlTJ26GVIT33bOi0IaLlBWE86uPNmdnTF34OkMq4u3tjZCQELnG5X33TBZtvyYK51cfbc7OmDpwM6Qi/fr1w/jx45GYmFjgQdQikQiWlpa8757JpMkXKZMH51cfbc7OWEnjZkhFJPvuvby8IBKJZDZEvO9eu2n7lcU5v/poc3aUgvyM5cbNkAqVxL1wtP1NSVvzR0REyFyuISEhGD9+vEbf4wicX620OTtKQX7GZOEDqFVMsu9+x44d8Pb2Rvv27eHt7Y0dO3bgzZs3RXrT0PZbfWhrfm2/sjjnVx9tzo5SkJ+x/HAzVAJUcS8cbX9T0tb82n5lcc6vPtqcHaUgP2MF4WZIC2n7m5I259f2K4tzfvXR5uwoBfkZKwg3Q1pI29+UtDm/tl9ZnPOrjzZnRynIz1hBuBnSQtr+pqTN+bX9yuKcX320OTtKQX7GCsJnk2mhknxTUsXZXiWVXxXZJVcWlye/Jl5ZnPOrjzZnRynIz1hBeMuQFiqpW32o6myvksivquzafldwzq8+2pwdpSA/YwXhZkgLlcSbkirP9lJ1flVm1/a7gnN+9dHm7CgF+RkrCDdDWkjVb0qqPttLlflVnV3b7wrO+dVHm7OjFORnrCDcDGkhVb8pqfpsL1XmL4kz1bT9ruCcX320OTtKQX7G8sMHUGspVd7qQ3K2l7wHSoaGhip8M0hV5S+J7CgFdwXn/OqjzdlRCvIzJgs3Q1pMVW9KJXW2lyryl+SZdtp+V3DOrz7anB2lID9juXEzpOVU8aZUkqfQFnd+Pv2XMcaYoviYIZaHNp9Cq83ZGWOMqQc3QywPbT6FVpuzM8YYUw9uhlge2nwKrTZnZ4wxph7cDDGZtPkUWm3OzhhjrOTxAdQsX9p8Cq02Z2eMMVayuBliBdLmU2i1OTtjjLGSw7vJGGOMMVamcTPEGGOMsTKNmyHGGGOMlWncDDHGGGOsTONmiDHGGGNlGjdDjDHGGCvTuBlijDHGWJnGzRBjjDHGyjS+6KIMRAQASE5OzneczMxMfP78GcnJydDX1y/2DFxfffW1OTvXL931tTk71y/d9TUlu+RzW/I5Li9uhmT4+PEjAMDZ2VndURhjjDGmoI8fP8LCwkLu8UWkaPtUBojFYrx58wblypXL987nycnJcHZ2xsuXL2Fubl7sGbi++uprc3auX7rra3N2rl+662tKdiLCx48f4eTkJNycWx68ZUgGHR0dVKxYUa5xzc3NVbLgub7662tzdq5fuutrc3auX7rra0J2RbYISfAB1Iwxxhgr07gZYowxxliZxs2QkgwNDTFnzhwYGhpy/VJWX5uzc/3SXV+bs3P90l1fm7ODD6BmjDHGWFnHW4YYY4wxVqZxM8QYY4yxMo2bIcYYY4yVadwMMcYYY6xM42aIMcYYY2UaN0NKWrt2LVxdXWFkZITmzZvjypUrCtdYvHgxmjZtinLlysHOzg7e3t6IiYmRGictLQ2jR4+GjY0NzMzM0KdPH7x7906pzEuWLIFIJMKECROKrf7r16/h6+sLGxsbGBsbo169erh27ZrwOBFh9uzZcHR0hLGxMTw9PfHo0SO5amdnZ2PWrFmoXLkyjI2NUbVqVSxYsEDqBnyK1D979ix69uwJJycniEQihIWFST0uT634+HgMHDgQ5ubmsLS0xNChQ5GSklJo/czMTEyZMgX16tWDqakpnJyc4Ofnhzdv3shVv7DsOY0cORIikQi//vprsWSXuH//Pnr16gULCwuYmpqiadOmePHihfB4QetSYfVTUlIwZswYVKxYEcbGxnBzc8P69eulximofnH9Lb148QI9evSAiYkJ7OzsMHnyZPz8888F1o6Pj8fYsWNRs2ZNGBsbo1KlShg3bhySkpIKrZ2VlSVXdgkiQvfu3WXOw6LWj4yMRMeOHWFqagpzc3O0bdsWqampUtMpa/2Rp/7bt28xaNAgODg4wNTUFI0bN8b+/fulxsmv/rp161C/fn3hysMeHh44fPhwkZdrVlYWABRYv6jLtrD6RV228tRWdrnKk70oy1UWZT+jCpr/ciOmsN27d5OBgQFt2bKF7t69S8OHDydLS0t69+6dQnW6du1KW7dupejoaLp58yZ99dVXVKlSJUpJSRHGGTlyJDk7O9OJEyfo2rVr1KJFC2rZsqXCma9cuUKurq5Uv359Gj9+fLHUj4+PJxcXFwoICKDLly/Tv//+S0eOHKHHjx8L4yxZsoQsLCwoLCyMbt26Rb169aLKlStTampqofV//vlnsrGxoYMHD9LTp08pODiYzMzM6LffflOq/qFDh2jGjBkUEhJCACg0NFTqcXlqdevWjRo0aECXLl2ic+fOUbVq1ei7774rtH5iYiJ5enrSnj176MGDBxQZGUnNmjWjJk2aSGXIr35h2SVCQkKoQYMG5OTkRKtWrZKrtjzz5vHjx2RtbU2TJ0+m69ev0+PHjyk8PFxqnS9oXSqs/vDhw6lq1ap06tQpevr0KW3YsIF0dXUpPDxcrvrF8beUlZVFdevWJU9PT7px4wYdOnSIbG1tqXLlygXWvnPnDvXu3ZsiIiLo8ePHdOLECapevTr16dOn0NrTpk2TK7vEypUrqXv37nnmYVHrX7x4kczNzWnx4sUUHR1NDx48oD179lBaWlqh64889Tt37kxNmzaly5cv05MnT2jBggWko6ND169fL7R+REQE/f333/Tw4UOKiYmh6dOnk76+PkVHRxdpuU6bNo2IqMD6RV22hdUv6rItrHZRlqs82YuyXHNT9jOqsPkvL26GlNCsWTMaPXq08Ht2djY5OTnR4sWLi1Q3Li6OANCZM2eIvnyA6uvrU3BwsDDO/fv3CQBFRkbKXffjx49UvXp1OnbsGLVr105Y0Ypaf8qUKdS6det8HxeLxeTg4EC//PKLMCwxMZEMDQ1p165dhdbv0aMHDRkyRGpY7969aeDAgUWun/sNR55a9+7dIwB09epVYZzDhw+TSCSi169fF1hflitXrhAAev78uUL186v96tUrqlChAkVHR5OLi4tUM1TU7P379ydfX998p0WRdUlW/Tp16tD8+fOlhjVu3JhmzJihcH1S8m/p0KFDpKOjQ2/fvhXGWbduHZmbm1N6enq+tWXZu3cvGRgYUGZmpkK1C6p/48YNqlChAsXGxuaZh0Wt37x5c5o5c2a+06PI+iOrvqmpKW3fvl1qPGtra9q0aZPC9YmIrKys6M8//yzW5SqrvixFWbb51S+uZZu7dnEuV1n1i2u5FuUzSpn5LwvvJlNQRkYGoqKi4OnpKQzT0dGBp6cnIiMji1RbsunV2toaABAVFYXMzEyp16pVqxYqVaqk0GuNHj0aPXr0kKpTHPUjIiLg7u6Ofv36wc7ODo0aNcKmTZuEx58+fYq3b99K1bewsEDz5s3lqt+yZUucOHECDx8+BADcunUL58+fR/fu3Yulfk7y1IqMjISlpSXc3d2FcTw9PaGjo4PLly8r9Hr4srxFIhEsLS2LXF8sFmPQoEGYPHky6tSpk+fxotb++++/UaNGDXTt2hV2dnZo3ry51Kb8oq5LLVu2REREBF6/fg0iwqlTp/Dw4UN06dJFqfrK/C1FRkaiXr16sLe3F8bp2rUrkpOTcffu3Xxry5KUlARzc3Po6ekpVDu/+p8/f8aAAQOwdu1aODg45Hm9otSPi4vD5cuXYWdnh5YtW8Le3h7t2rXD+fPnperLu/7Iyt+yZUvs2bMH8fHxEIvF2L17N9LS0tC+fXuF6mdnZ2P37t349OkTPDw8inW5yqovS1GWraz6xbVsc9cu7uUqK3txLdeifEYpMv8LwnetV9D79++RnZ0tNeMBwN7eHg8ePFC6rlgsxoQJE9CqVSvUrVsX+LI/1sDAQPiwzPlab9++lavu7t27cf36dVy9ejXPY0Wt/++//2LdunWYNGkSpk+fjqtXr2LcuHEwMDCAv7+/UEPWvJKn/tSpU5GcnIxatWpBV1cX2dnZ+PnnnzFw4EAhf1Hq5yRPrbdv38LOzk7qcT09PVhbWyv8emlpaZgyZQq+++474Q7MRam/dOlS6OnpYdy4cflOn7K14+LikJKSgiVLlmDhwoVYunQp/vnnH/Tu3RunTp1Cu3btirwurVmzBiNGjEDFihWhp6cHHR0dbNq0CW3bthXyy1tf2b+lt2/fylz+yLF+yKqd2/v377FgwQKMGDFCGCZP7YLqT5w4ES1btoSXl5fM1yxK/X///RcAMHfuXCxfvhwNGzbE9u3b0alTJ0RHR6N69epyrz/55d+7dy/69+8PGxsb6OnpwcTEBKGhoahWrZqQsaD6d+7cgYeHB9LS0mBmZobQ0FC4ubnh5s2bxbJc86ufm7LLtqD6RV22+dW+dOlSsSzXgrIXdbmiGD6j5F33C8PNkIYYPXo0oqOjpbr2onr58iXGjx+PY8eOwcjIqNjqSojFYri7u2PRokUAgEaNGiE6Ohrr16+Hv79/kevv3bsXO3fuRFBQEOrUqYObN29iwoQJcHJyKpb66pKZmYlvvvkGRIR169YVuV5UVBR+++03XL9+HSKRqFgy5iQWiwEAXl5emDhxIgCgYcOGuHjxItavX4927doV+TXWrFmDS5cuISIiAi4uLjh79ixGjx4NJyenPP8tFkYVf0vy1k5OTkaPHj3g5uaGuXPnFkv9iIgInDx5Ejdu3ChS9vzqS5bv//73PwwePBj48rd84sQJbNmyBYsXLy5SfQCYNWsWEhMTcfz4cdja2iIsLAzffPMNzp07h3r16hVat2bNmrh58yaSkpKwb98++Pv748yZMwpMuXL1czZERVm2+dV//PhxkZdtfrWLa7kWNG+KulxV/RmlCN5NpiBbW1vo6urmOZr93bt3MjdxymPMmDE4ePAgTp06hYoVKwrDHRwckJGRgcTERKVeKyoqCnFxcWjcuDH09PSgp6eHM2fOYPXq1dDT04O9vX2R6js6Oub576l27drCGUaSGsrOq8mTJ2Pq1Kn49ttvUa9ePQwaNAgTJ04U/oiLWj8neWo5ODggLi5O6vGsrCzEx8fL/XqSRuj58+c4duyYsFWoKPXPnTuHuLg4VKpUSVjOz58/xw8//ABXV9ciZ7e1tYWenl6hy1rZdSk1NRXTp0/HypUr0bNnT9SvXx9jxoxB//79sXz5coXqF+VvycHBQebylzyWX22Jjx8/olu3bihXrhxCQ0Ohr68v9foF1S4o+8mTJ/HkyRNYWloKyxcA+vTpI+yOKEp9R0dHACh0+Ra2/uRX/8mTJ/j999+xZcsWdOrUCQ0aNMCcOXPg7u6OtWvXylXfwMAA1apVQ5MmTbB48WI0aNAAv/32W7EsVwD51i+uZZtf/eJYtvnVLq7lml/94liuxfEZJc/8lwc3QwoyMDBAkyZNcOLECWGYWCzGiRMn8t3HnB8iwpgxYxAaGoqTJ0+icuXKUo83adIE+vr6Uq8VExODFy9eyPVanTp1wp07d3Dz5k3hy93dHQMHDhR+Lkr9Vq1a5TmF9uHDh3BxcQEAVK5cGQ4ODlL1k5OTcfnyZbnqf/78GTo60quorq6u8B9PUevnJE8tDw8PJCYmIioqShjn5MmTEIvFaN68eaGvIWmEHj16hOPHj8PGxkbqcWXrDxo0CLdv35Zazk5OTpg8eTKOHDlS5OwGBgZo2rRpgcu6KOtqZmYmMjMzC1zWhdUvjr8lDw8P3LlzR+rN+9ixYyhXrhw2btyYb218WVe6dOkCAwMDRERE5PkvN7/a5ubmqF27doHZp06dmmf5AsCqVauwdevWItd3dXWFk5NTgcu3oPWnWbNmBdb//Pkz8OXYypxyLl9F10+xWIz09PQiLVdzc3OZu8Jy1kcRl21h9Yu6bGXVl9Qu6nLN731BUr84lmtxfEYpM/9lkvtQaybYvXs3GRoa0rZt2+jevXs0YsQIsrS0lDqaXR6jRo0iCwsLOn36NMXGxgpfnz9/FsYZOXIkVapUiU6ePEnXrl0jDw8P8vDwUDp7ziP1i1r/ypUrpKenRz///DM9evSIdu7cSSYmJvTXX38J4yxZsoQsLS0pPDycbt++TV5eXnKfWu/v708VKlQQTq0PCQkhW1tb+umnn5Sq//HjR7px4wbduHGDANDKlSvpxo0bwtlc8tTq1q0bNWrUiC5fvkznz5+n6tWrC6eJFlQ/IyODevXqRRUrVqSbN29KLe+cZzzkV7+w7LnlPpusKNnpyyn7+vr6tHHjRnr06BGtWbOGdHV16dy5c0L9gtalwuq3a9eO6tSpQ6dOnaJ///2Xtm7dSkZGRvTHH3/IVb84/pYkp+h26dKFbt68Sf/88w+VL1+eGjVqVGDtpKQkat68OdWrV48eP34sNU5WVlaBtadNmyZX9tzyO/1a2fqrVq0ic3NzCg4OpkePHtHMmTPJyMhI6jIZ+a0/hdXPyMigatWqUZs2bejy5cv0+PFjWr58OYlEIvr7778LrT916lQ6c+YMPX36lG7fvk1Tp04lkUhER48eLdJylZx6XVD9oi7bwuoXddkWVrsoy7Ww7EVdrvlR9DOqsPkvL26GlLRmzRqqVKkSGRgYULNmzejSpUsK1wAg82vr1q3COKmpqfT999+TlZUVmZiYkI+PD8XGxiqdO/eKVtT6Bw4coLp165KhoSHVqlWLNm7cKPW4WCymWbNmkb29PRkaGlKnTp0oJiZGrtrJyck0fvx4qlSpEhkZGVGVKlVoxowZUs2DIvVPnTolc377+/vLXevDhw/03XffkZmZGZmbm9PgwYPp48ePhdZ/+vRpvsv71KlThdYvLHtuspohZbNLbN68mapVq0ZGRkbUoEEDCgsLk6pf0LpUWP3Y2FgKCAggJycnMjIyopo1a9KKFStILBbLVb+4/paePXtG3bt3J2NjY7K1taUffvih0Nr5TRsAevr0aYG1MzMz5cqem6zLExS1/uLFi6lixYpkYmJCHh4eUo1uQeuPPPUfPnxIvXv3Jjs7OzIxMaH69evnOSU7v/pDhgwhFxcXMjAwoPLly1OnTp2kGglll6vk1PiC6hd12RZWv6jLVp7ayi5XebIXZbnmR5nPqILmv7xElPNyvowxxhhjZQwfM8QYY4yxMo2bIcYYY4yVadwMMcYYY6xM42aIMcYYY2UaN0OMMcYYK9O4GWKMMcb+X7t1IAAAAAAgyN96kIsi1mQIAFiTIQBgTYYAgDUZAgDWZAgAWAsG29AlX0wWuQAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "axes, _ = multipactor_test.plot_thresholds(ForwardPower, merged, figsize=(8, 8), global_multipactor=True)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.14.3" } }, "nbformat": 4, "nbformat_minor": 5 }