diff --git a/mollaDefinitiva/molla-2/molla2.ipynb b/mollaDefinitiva/molla-2/molla2.ipynb index 8b9f388..b1a4629 100644 --- a/mollaDefinitiva/molla-2/molla2.ipynb +++ b/mollaDefinitiva/molla-2/molla2.ipynb @@ -1534,13 +1534,13 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 46, "id": "c87033e0", "metadata": {}, "outputs": [ { "data": { - "image/png": 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OVT2me7NmzeDl5WVz2fHjx3H48GGEh4dXOCPwv+aRkZE217dr167C7V142+PHj0Mphfbt29u9fdnbEyIjIzF79mwsXrwYn376KQYNGoTrr78et912m/UfTjfffDPeffdd3H333Xj88ccRHR2NsWPH4sYbb6zwbRRl/8Cz9zyJiorCjz/+iJycHPj5+VkvP/8fQMD/3uKXnp6OwMDAKn9N9hQWFiItLa3C6x3x8vKyWRg50rNnT3Tq1AmfffYZgoODERERYV00XujMmTNo3759uYZRUVHW66vj4MGDeOKJJ7Bp06Zy/xC/8B+idUH9/9vuzvfYY49h48aN6NOnD9q1a4cRI0ZgwoQJGDBgAAAgOTkZubm5FT5PLBYLzp49i0suucR6uaPnSZnqtLD3s2pP2ffD3vOvY8eOVf6FQ2XPcwDYtm0b5s+fjx07dpRb7GdmZtosai58vLLrWrRoYffy8ztd6OTJk3Bzc3O4SKroZ9vLywtt2rSx+7xVStXp+TCofuCigqiO9enTB7179wYAjBkzBgMHDsSECRNw9OhR+Pv7W39z/PDDD+Oqq66y+xhl/xgdPHgwTp48iW+++QY//fQT3n33XSxZsgTLly/H3XffXetZK/o/jap8ULQ2qtOgKn799Vdcf/31GDx4MJYtW4YmTZrA09MTK1euLPcB04qc/5vG8+fs2rUrFi9ebPc+F/4joDou3J7FYoHJZML69evtHpHp/IXaK6+8gsmTJ1ufF7NmzcKiRYvw+++/o3nz5vD19cUvv/yCzZs347///S9++OEHfPHFF7jiiivw008/aTviU0WPU/aP1ep8TRfavn17jQ91OmTIEJuTJVZmwoQJeOuttxAQEICbb77Z4fvXdcnIyMCQIUMQGBiIhQsXom3btvDx8cHevXvx2GOPVXkPU001bNjQ7j9Wo6KicPToUaxbtw4//PADVq9ejWXLlmHevHlYsGBBjbZV2fOkui3s/azWpcrmP3nyJKKjo9GpUycsXrwYLVq0gJeXF77//nssWbKk3PwVPV5l25GUnp5e4S8DiMpwUUEkyN3dHYsWLcKwYcPwxhtv4PHHH7e+ZcDT09PukVcuFBoaiilTpmDKlCnIzs7G4MGD8dRTT1W4qGjVqhUsFgtOnjxp85upo0ePlrttSEiI3aN/VPc3rudv++eff0Z2drbNPxgv3HZ1G1Rm9erV8PHxwY8//mizV2jlypW1ety2bdvizz//RHR0tMPf2pU1j4mJsfk/4hMnTlRrW0opREZGokOHDpXevmvXrujatSueeOIJbN++HQMGDMDy5cvxzDPPAADc3NwQHR2N6OhoLF68GM899xz+/e9/Y/PmzXabt2rVCoD958mRI0cQFhZms5eiLr6m83Xv3r3GR5+x97YeRyZMmIB58+YhPj4eH3/8cYW3a9WqFQ4cOACLxWKz8Ch7e05Zw6rYsmULUlNTsWbNGgwePNh6eUxMTLVmr6lOnTrh008/LfdbdADw8/PDzTffjJtvvhmFhYUYO3Ysnn32WcyZMwfh4eFo0KBBhc8TNze3ai+266pF2ffD3ttH7c1fU9999x0KCgrw7bff2uyFkHh7X9u2bWGxWHDo0CH06NHD7m3O/9k+/y1rhYWFiImJKfd6UFxcjLNnz+L666+vs7mpfuBnKoiEDR06FH369MHSpUuRn5+PRo0aYejQoVixYgXi4+PL3f78Qy2mpqbaXOfv74927dqVO5zp+UaNGgUAeO2112wuX7p0abnbtm3bFpmZmThw4ID1svj4+AoPuViZq6++GsXFxTaHUiwpKcHrr79uc7vqNKgKd3d3mEwmmz0sp0+ftjk6U02MHz8esbGxdk/6l5eXZz2/RNnelmXLltnc5sKv25GxY8fC3d0dCxYsKPebSaWU9blgNptRXFxsc33Xrl3h5uZmfV7Ye9tQ2T84KnruNGnSBD169MCHH35os9D8+++/8dNPP+Hqq6+u8tdS3a/JnpCQEAwfPrxGf3r16lWtOdu2bYulS5di0aJF6NOnT4W3u/rqq5GQkGBz1KLi4mK8/vrr8Pf3x5AhQ6q8zbLfSp/fpbCwsNxzqK7069cPSins2bPH5vILvydeXl7o3LkzlFIoKiqCu7s7RowYgW+++cZ6ZDsASExMxGeffYaBAwda3xJUVXXV4vzn9IWHWz506FCtHvt89ubPzMys9S81qmLMmDFwc3PDwoULy+0RKZtn+PDh8PLywmuvvWYz43vvvYfMzMxyRzo7dOgQ8vPz0b9//zqfn5wb91QQGeCRRx7BTTfdhA8++ADTpk3Dm2++iYEDB6Jr166455570KZNGyQmJmLHjh04d+4c/vzzTwClH+gbOnQoevXqhdDQUOzevRtfffUVZs6cWeG2evTogVtvvRXLli1DZmYm+vfvj59//tnub81vueUWPPbYY7jhhhswa9Ys5Obm4q233kKHDh2q/H7j81133XUYMGAAHn/8cZw+fRqdO3fGmjVr7L4/vKoNquKaa67B4sWLMXLkSEyYMAFJSUl488030a5dO5sFU3Xdfvvt+PLLLzFt2jRs3rwZAwYMQElJCY4cOYIvv/wSP/74I3r37o1evXph3LhxWLp0KVJTU62HlD127BiAqn2uo23btnjmmWcwZ84cnD59GmPGjEFAQABiYmLw9ddfY+rUqXj44YexadMmzJw5EzfddBM6dOiA4uJifPzxx3B3d8e4ceMAlJ7V/ZdffsE111yDVq1aISkpCcuWLUPz5s1tzolxoZdeegmjRo1Cv379cNddd1kPKRsUFGRz/P6qqurXdDGoyuFgp06dihUrVmDy5MnYs2cPWrduja+++grbtm3D0qVLERAQUOXt9e/fHyEhIZg0aRJmzZoFk8mEjz/+uFpvdXnjjTeQkZGBuLg4AKW/MS87H819991Xbg/E+QYOHIiGDRti48aNNp8hGTFiBCIiIjBgwAA0btwYhw8fxhtvvIFrrrnG+vU988wz1vOg3HvvvfDw8MCKFStQUFCAF198scrz62xRkUWLFuGaa67BwIEDceeddyItLc16Hg5dJ3cbMWIEvLy8cN111+Ff//oXsrOz8c4776BRo0Z2f2miU7t27fDvf/8bTz/9NAYNGoSxY8fC29sbu3btQtOmTbFo0SKEh4djzpw5WLBgAUaOHInrr78eR48exbJly3DZZZfhtttus3nMDRs2oEGDBg4PW04EgIeUJaorZYdP3LVrV7nrSkpKVNu2bVXbtm1VcXGxUkqpkydPqjvuuENFREQoT09P1axZM3Xttdeqr776ynq/Z555RvXp00cFBwcrX19f1alTJ/Xss8+qwsJC623sHf41Ly9PzZo1SzVs2FD5+fmp6667Tp09e7bcIROVKj28YpcuXZSXl5fq2LGj+uSTT2p8SFmllEpNTVW33367CgwMVEFBQer222+3Hgb1wkNeVqVBVQ8p+95776n27dsrb29v1alTJ7Vy5Uq7X4c9Q4YMqfAwmoWFheqFF15Ql1xyifL29lYhISGqV69easGCBSozM9N6u5ycHDVjxgwVGhqq/P391ZgxY9TRo0cVAPX8889bb3f+4UztWb16tRo4cKDy8/NTfn5+qlOnTmrGjBnq6NGjSimlTp06pe68807Vtm1b5ePjo0JDQ9WwYcPUxo0brY/x888/q9GjR6umTZsqLy8v1bRpU3XrrbeqY8eOWW9j75CySim1ceNGNWDAAOXr66sCAwPVddddpw4dOmRzm4q+BnuHTa3K1yStsu9BGVxwSFmllEpMTFRTpkxRYWFhysvLS3Xt2tXuoVwv/Fmz12bbtm3q8ssvV76+vqpp06bq0UcftR5e9Pzne0XKDk9q78+F3wN7Zs2aZXM4XaVKD2M6ePBg1bBhQ+Xt7a3atm2rHnnkEZvnulJK7d27V1111VXK399fNWjQQA0bNszmMKnnf80Xviba+5muagtHP6sVWb16tYqKilLe3t6qc+fOas2aNXZfQy78nlXnef7tt9+qbt26KR8fH9W6dWv1wgsvqPfff7/c7Vq1amX3MOH2nmtlP6MvvfRSuZku9P7776uePXtaX6OGDBmiNmzYYHObN954Q3Xq1El5enqqxo0bq+nTp6v09PRyj9W3b1912223lbuc6EImpQz4xA8RkQvav38/evbsiU8++QQTJ040ehwiG6dOnUKnTp2wfv16REdHGz0OXQT279+PSy+9FHv37q3wMxpEZbioICKqA3l5eeWOSjN58mR8/PHHOH36dK2OFEVUV6ZPn44TJ07U+EPxVL/ccsstsFgs+PLLL40ehZwAFxVERHVgwYIF2LNnD4YNGwYPDw+sX78e69evt74Pn4iIqD7hooKIqA5s2LABCxYswKFDh5CdnY2WLVvi9ttvx7///W94ePAYGUREVL9wUUFERERERLXC81QQEREREVGtcFFBRERERES1wkWFEKUUzGazlpP3EBERERFdTLioEJKVlYWgoCBkZWUZPQoRERERkVZcVJBDsbGxRo/gMthaBjvLYWs5bC2DneWwtRxdrXn0JyFmsxlBQUHIzMxEYGCg0eMQEREREWnDPRXkEH9TIIetZbCzHLaWw9Yy2FkOW8vhngon46x7KpRSMJlMRo/hEthaBjvLYWs5bC2DneWwtRxdrbmnghyKi4szegSXwdYy2FkOW8thaxnsLIet5ehq7aHlUajeCgsLM3oEl8HWMthZDlvLYWsZ7KxPSUkJioqKKrw+ICAA+fn5ghO5Hi8vL7i5uWl7XnNRQQ6ZzWaEh4cbPYZLYGsZ7CyHreWwtQx2rj2lFBISEpCRkeHwdiUlJXB3d5cZykW5ubkhMjJS2/OaiwpyyNvb2+gRXAZby2BnOWwth61lsHPtlS0oGjVqhAYNGlT4Xn4uKuqWxWJBXFwc4uPjERwcrOUxuaggIiIiojpXUlJiXVA0bNiw0ttyUVG3wsPDERcXh4CAAC2Pxw9qk0OFhYVGj+Ay2FoGO8thazlsLYOda6fsMxQNGjSo9LYWi6Wux3F5Xl5eAICCggItj8c9FeSQn5+f0SO4DLaWwc5y2FoOW8tgZz2qcvjSivZSZGVlITs7u8L7+fv7a/vNe31X9n3w9fXV8nhcVJBD6enp2p5s5Bhby2BnOWwth61lsLOc4uJi62/Sz7dnzx5s3bq1wvsNGTIEQ4cOrcPJ6h+z2azlcxVcVJBDERERRo/gMthaBjvLYWs5bC2DneV4enravbxXr17o2LEjACAlJQVr1qzB2LFjrYdF9ff3F5tRl9OnTyMyMhL79u1Djx497N5my5YtGDZsGNLT06u8AJg8eTIyMjKwdu1ah7fTdUhZfqaCHIqPjzd6BJfB1jLYWQ5by2FrGewsp6JzWAQEBKBJkyZo0qSJ9R/DYWFh1svq6q1PkydPhslkgslkgqenJyIjI/Hoo49qOZdGixYtEB8fjy5dumiY9H9effVVfPDBB5XeLjk5Wcv2uKggh5o1a2b0CC6DrWWwsxy2lsPWMthZTtlbn7KysrBlyxZkZWXZXB+TkoNl22KxpTASy7bFIiYlx+b6iu5XGyNHjkR8fDxOnTqFJUuWYMWKFZg/f36tH9fd3R0RERHw8ND7BqKgoKAq7dVo3Lixlu1xUUEOxcbGGj2Cy2BrGewsh63lsLUMdpZTdqSt7OxsbN261ebD2V/uPovoV7bgsz2JOF0Sis/2JCL6lS1Ytfus9Tb27ldb3t7eiIiIQIsWLTBmzBgMHz4cGzZsAFB6tKpFixYhMjISvr6+6N69O7766ivrfdPT0zFx4kSEh4fD19cX7du3x8qVKwGUvv3JZDJh//791tt///336NChA3x9fTFs2DCcPn3aZpannnqq3Fulli5ditatW1v/e/LkyRgzZkylX1diYmK1OlSEn6kgh3jmUDlsXbGyo32cTc/Hl7vP4eCZBFzSKgLjezdHixCfah3tg53lsLUctpbBznIq+q19TEoOHl99ABZVdokJJf//98dWH8BlrUPROqzuj9L1999/Y/v27WjVqhUAYNGiRfjkk0+wfPlytG/fHr/88gtuu+02hIeHY8iQIXjyySdx6NAhrF+/HmFhYThx4gTy8vLsPvbZs2cxduxYzJgxA1OnTsXu3bvx0EMP1dnXEhISouVxuKggh8pOUkN1j60rtmfPHrz789/YVtT6/y/xxZFDmVh9KBMDPE/j7uguVT7aBzvLYWs5bC2DneWUlJTAze1/b6hJSUkBALy/LRaODkj73pbDuHdAM+vtdVq3bh38/f1RXFyMgoICuLm54Y033kBBQQGee+45bNy4Ef369QMAtGnTBr/99htWrFiBIUOG4J9//kHPnj3Ru3dvALDZo3Cht956C23btsUrr7wCAOjYsSP++usvvPDCC9q/JqD0F3eBgYG1fhwuKsihqpyghvRg64qFRXbG9uIcKDvXbS+OxJzIzlV+LHaWw9Zy2FoGO8s5f0EBAGvWrAEA/FYYCYsKBewsLZRS+G3fIXgc/G+dzDRs2DC89dZbyMnJwZIlS+Dh4YFx48bh4MGDyM3NxZVXXmlz+8LCQvTs2RMAMH36dIwbNw579+7FiBEjMGbMGPTv39/udg4fPoy+ffvaXFa2WKkLPj4+Wh6HiwpyqLi42OgRXAZbV+y/h9NKT9Kjyi8rTCYT1h1OwyWtqvbbQ3aWw9Zy2FoGO8tRF7zelx02tnhbLP7Zk2h9y9P5TCYTBvbsjKkDrrQeblYnPz8/tGvXDgDw/vvvo3v37njvvfesR23673//W+7D/N7e3gCAUaNG4cyZM/j++++xYcMGREdHY8aMGXj55ZdrNIubm1u5RhUdMasyJSUlNbrfhfhBbXLIYrEYPYLLYOuKnUvPK/fiWUYphXPp9t+Xag87y2FrOWwtg52NU3bY2DuHRtnda13mrqFRNoebrStubm6YO3cunnjiCXTu3Bne3t74559/0K5dO5s/LVq0sN4nPDwckyZNwieffIKlS5fi7bfftvvYUVFR+OOPP2wu+/33323+Ozw8HAkJCTb/33j+B72rQ9fzmosKckjXLjGqHFtXrJGfu8P30Dbyc6/yY7GzHLaWw9Yy2FmOyWT/VT8yzA8vjOsGNxPgbgJMUHAzAW4m4IVx3UQ+pF3mpptugru7O1asWIGHH34YDz74ID788EOcPHkSe/fuxeuvv44PP/wQADBv3jx88803OHHiBA4ePIh169YhKirK7uNOmzYNx48fxyOPPIKjR4/is88+K3e+iaFDhyI5ORkvvvgiTp48iTfffBPr16+v0ddRtjeltrioIIfMZrPRI7gMtq5Ye/cUWJQCyv1+SkEphQ7uVf9AHjvLYWs5bC2DneWU/fbc398fQ4YMsTlT9k29W2DTQ0MxoVdjtHZPw8RejbHpoaG4qff/9grYu59uHh4emDlzJl588UXMmTMHTz75JBYtWoSoqCiMHDkS//3vfxEZGQmg9Lwbc+bMQbdu3TB48GC4u7vj888/t/u4LVu2xOrVq7F27Vp0794dy5cvx3PPPWdzm6ioKCxbtgxvvvkmunfvjj/++AMPP/xwjb4OXYfdNamK3lNAWpnNZgQFBSEzM1PLJ+ylFBcXaz8ZC9nH1hXLysrCF3+cwXMbzwAofctT2W+x5g5vhZv7tKryIWXZWQ5by2FrGexcO/n5+YiJiUFkZGSle33Of52vSHx8PN5++21MnToVTZo00TmqSyj7frRo0ULL4ot7KsghXSdEocqxdcUCAgJwd3QXbHpoKCb2aoxLAgqsv5m6O7pLlRcUADtLYms5bC2DneVU9KHjrKwsxMfHIz4+3nrY2JSUFOtlOs+g7SpSU1O1PA73VAhx1j0VRERERDpUZ09FRbZs2YKtW7dWeP2QIUOqfN4iV6fj+3E+7sMjh2JjY8sdHo3qBlvLYGc5bC2HrWWws5zCwkJ4eXmVu7xXr17o2LFjhfery89Q1FeJiYnWM4PXBhcV5FDjxo2NHsFlsLUMdpbD1nLYWgY7y/H09LR7eUBAQLXe8kqVa9iwoZbH4WcqyKG6OM092cfWMthZDlvLYWsZ7CyHJxqUk56eruVxuKggh/j5DzlsLYOd5bC1HLaWwc56VOVka25u/CdqXSv7WLWut4zx7U/kUH5+Pho0aGD0GC6BrWWwsxy2lsPWMti5dry8vODm5oa4uDiEh4fDy8urwsPG8vC9dUspheTkZJhMJpSUlGh5TH63yKHKjhFN+rC1DHaWw9Zy2FoGO9eOm5sbIiMjER8fj7i4OIe3tVgs3FtRx0wmE5o3b17h4Xuri4sKcqiiD0qRfmwtg53lsLUctpbBzrXn5eWFli1bori42OFvyHNycuDn5yc4mevx9PSEu7u7tjNqc1FBDuXk5PDwbELYWgY7y2FrOWwtg531MJlM8PT0dLhIy8zM1HLuBKqcruc1T34nxFlPfldUVMTfzAhhaxnsLIet5bC1DHaWw9ZydLXmm9XIoaSkJKNHcBlsLYOd5bC1HLaWwc5y2FqOrtbcUyHEWfdUEBERERFVhnsqyKHY2FijR3AZbC2DneWwtRy2lsHOcthajq7W3FMhxFn3VPCQbnLYWgY7y2FrOWwtg53lsLUcXa353SKHEhISjB7BZbC1DHaWw9Zy2FoGO8thazm6WnNRQQ6FhIQYPYLLYGsZ7CyHreWwtQx2lsPWcnS15qKCHMrNzTV6BJfB1jLYWQ5by2FrGewsh63l6GrNRQU55OHB8yNKYWsZ7CyHreWwtQx2lsPWcnS15qKCHOKHpOSwtQx2lsPWcthaBjvLYWs5ulrzO0YO5efnGz2Cy2BrGewsh63lsLUMdpbD1nJ0tea+JXLImQ5/6+zYWgY7y6lPrbOyspCdnY2z6fn4cvc5HDyTgEtaRWB87+ZoEeIDf39/BAQEGDZffWp9MWNnOWwtR1dr7qkgh1JSUowewWWwtQx2llOfWu/ZswePLFuNmz86iNWHMnEkxxerD2Xi5o8O4pFlq7Fnzx5D56tPrS9m7CyHreXoas2T3wlx1pPfKaVgMpmMHsMlsLUMdpZTn1r/fSYJ1y/fBYud/8d0MwHfTbsMl7RqJD/Y/6tPrS9m7CyHreXoas09FeRQXFyc0SO4DLaWwc5y6lPr/x5Oq/D/dE0mE9YdThOeyFZ9an0xY2c5bC1HV2suKsihpk2bGj2Cy2BrGewspz61Ppeeh4p27CulcC49T3giW/Wp9cWMneWwtRxdrbmoIIf4mwI5bC2DneXUp9bNQ3wd7qloHuIrPJGt+tT6YsbOcthaDvdUkIiwsDCjR3AZbC2DneXUp9bXRIU63FNxbVSo8ES26lPrixk7y2FrObpac1FBDpnNZqNHcBlsLYOd5dSn1ikxh9DfIwYmqHJ/+nvEIDnmkKHz1afWFzN2lsPWcnS15nkqyCEfHx+jR3AZbC2DneXUp9a9evVCx44dcTYjH1/uOu88FZc1R4vgXvD39zd0vvrU+mLGznLYWo6u1lxUkEMWi8XoEVwGW8tgZzn1qXVAQAACAgLQpAnQJyrS6HHKqU+tL2bsLIet5ehqzbc/kUPFxcVGj+Ay2FoGO8thazlsLYOd5bC1HF2tuagghxo0aGD0CC6DrWWwsxy2lsPWMthZDlvL0dWaiwpyKD093egRXAZby2BnOWwth61lsLMctpajq7VJVXSMPNLKbDYjKCgImZmZCAwMNHqcKrNYLHBz49pTAlvLYGc5bC2HrWWwsxy2lqOrNb9b5FB8fLzRI7gMtpbBznLYWg5by2BnOWwtR1dr7qkQ4qx7KoiIiIiIKsM9FeRQbGys0SO4DLaWwc5y2FoOW8tgZzlsLUdXa+6pEOKseyqKiorg6elp9Bguga1lsLMctpbD1jLYWQ5by9HVmnsqyKG0tDSjR3AZbC2DneWwtRy2lsHOcthajq7WXFSQQ35+fkaP4DLYWgY7y2FrOWwtg53lsLUcXa09tDwK1VtFRUVGjyAqJiUH7285jH1Hz6Bnx1a4c2gUIsNkXthcrbVR2FkOW8thaxnsLIet5ehqzUUFOeQqH7nJysrC5zvPYNHPZwAASnnj0J5EfLonEXOHt8LNfVohICCgTmdwldZGY2c5bC2HrWWwsxy2lqOrNd/+RA75+PgYPYKI//6yC89tPA2LAiwKUDD9/98Vnt1wGt//sqvOZ3CV1kZjZzlsLYetZbCzHLaWo6t1vV1UvPnmm2jdujV8fHzQt29f/PHHHw5vv2rVKnTq1Ak+Pj7o2rUrvv/+e5vrlVKYN28emjRpAl9fXwwfPhzHjx+vyy/homA2m40eQcTxkjC4mUx2rjHBZDLhWElYnc/gKq2Nxs5y2FoOW8tgZzlsLUdX63q5qPjiiy8we/ZszJ8/H3v37kX37t1x1VVXISkpye7tt2/fjltvvRV33XUX9u3bhzFjxmDMmDH4+++/rbd58cUX8dprr2H58uXYuXMn/Pz8cNVVVyE/P1/qyzJEWFjd/2P6YpCUUwJHO/+SckrqfAZXaW00dpbD1nLYWgY7y2FrObpa18tFxeLFi3HPPfdgypQp6Ny5M5YvX44GDRrg/ffft3v7V199FSNHjsQjjzyCqKgoPP3007j00kvxxhtvACjdS7F06VI88cQTGD16NLp164aPPvoIcXFxWLt2reBXJi8xMdHoEUQ0D/GFye6eCsBkMqF5iG+dz+AqrY3GznLYWg5by2BnOWwtR1frevdB7cLCQuzZswdz5syxXubm5obhw4djx44ddu+zY8cOzJ492+ayq666yrpgiImJQUJCAoYPH269PigoCH379sWOHTtwyy23lHvMgoICFBQUWP/bumtp/37A3/9/NwwJASIjgfx84NCh8sNdemnp/x49CuTk2F7XujUQGgokJwNnz9peFxAAtG8PlJQAf/5Z/nG7dgU8PYGTJ4HMTNvrmjUDGjcG0tPRLDEROP/J5usLREWV/n3fPuDCD/dERZXe5swZIDXV9rrGjUsfOysLuPCtY56epTMBwF9/ARceiaB9+9KvKTbWdh4AaNgQaNUKyMsDDh+2vc5kAnr2LP374cOltzlfZCQQEoJrGymssNjfV6GUwnVIBPbm2l7RvTvg7l76tWRl2V7XogUQHg6kpQGnT9te5+cHdOxY+ve9e60XNwNKv7bOnQEfHyAmBkhPt71vkyalf8xm4MQJ2+u8vYFLLin9+4EDQHGx7fUdOpQ+986dAy7caxcWBrRsCeTmAkeO2F7n5gb06FH690OHSp+r52vTBggOBhISgLg42+uCg0uvLywEztvzZ9WjR+njHzsGZGfbXteyZelcKSnAP//YXufvX/r1WCylP1MX6tIF8PICTp0CMjJsrmrWtGnpXzIySq8/n49PaX+g9HEtFtvrO3UCGjQonSclxfa6Ro2A5s1Lv45jx2yv8/AAunUr/fvBg8B5rw0AgHbtgMBAID6+9M/5LvLXCMTE2F533mtEs6Sk8j+vTvoagcTE0sc+X1AQ0LZt6Sx//YVyNL9GWNl5jbC+fvA1olQtXiPQtCkQEWH3NaKZj0/pcxTga4SG1whH/45oVlxc/vnP14hSNXiNsLLzGmF9/bjwNaLsOVlVqp6JjY1VANT27dttLn/kkUdUnz597N7H09NTffbZZzaXvfnmm6pRo0ZKKaW2bdumAKi4uDib29x0001q/Pjxdh9z/vz5CkC5P5mlPz7/+zNxojp37pwqOHjQ9vL//xMfH6+KiopUwaWXlrsu/913VWpqqsp58cXy9x0xQp07d04Vp6XZfdzkQ4dUfn6+yr3yynLXFb3wgkpKSlI5H3xQ7jpLz57q3LlzSimlLF5e5a7P2LZN5eTkqJwJE8pdV/Looyo+Pl7lrV9f/nGbNbM+bnFERLnrs777TpnNZpUza1b5+955Z2nDvXvLX+flpWJjY1VJSYkq6NKl3PW5H32k0tLS1KG771ZfdolWkY98q9o88o2K/P8/rR/7Tk155GW7DZNOnFAFBQUqb8iQctcVLF6skpOTVe7bb5ef6fLLrV+rvcdN++MPlZubq3LGji13XfETT6iEhASVt3Zt+cdt2/Z/DUNDy11v/vFHlZWVpXL+9a/y950+XcXGxqr87dvLXxcQoGJjY5XFYlGFHTqUuz7n889VRkaGyn7iifJfz403qnPnzqnCU6fsfq0JZ86owsJClX/55eUbvvlm6fP71VfL33fIEHXu3DlVkptr93FT//xT5eXlqdxrrinf95FHVGJiosr5/PPyX2vnztaGJf7+5a7P3LxZZWdnq5zJk8s/v++/X8XFxan8zZvLP25YmPVxi1q1Knd99urVKjMzU+U88kj5r8eJXyNKPD3LXe+srxE5Tz9dvtN116lz586porg4uw35GuGcrxFFTz9d4WtEYfv2fI2AvtcIR/+OSLPz/OZrhPBrRDWZSuepP+Li4tCsWTNs374d/fr1s17+6KOPYuvWrdi5c2e5+3h5eeHDDz/Erbfear1s2bJlWLBgARITE7F9+3YMGDAAcXFxaNKkifU248ePh8lkwhdffFHuMe3tqWjRogUyt25FoBPtqSg+fhweHuft0KqneyqyT55E3okTOJur8OXpPBxJykTH5uEYd0VntPBzR+CZM+VPDqP5NwzFxcWlrbmnolQd/RayuFEjeDRvzj0VAr+FLN61Cx7u7rbXO+lrxMX+W0jr6wdfI0rV0Z6KYg8PeJT9LPM1ok73VBSfPAmPCx+XrxGlNO+psL5+1HJPRb1bVBQWFqJBgwb46quvMGbMGOvlkyZNQkZGBr755pty92nZsiVmz56NBx54wHrZ/PnzsXbtWvz55584deoU2rZti3379qFH2QsngCFDhqBHjx549dVXK53LbDYjKCgImZmZCAwMrM2XKCohIQERERFGj+ES2FoGO8thazlsLYOd5bC1HF2t690Htb28vNCrVy/8/PPP1sssFgt+/vlnmz0X5+vXr5/N7QFgw4YN1ttHRkYiIiLC5jZmsxk7d+6s8DHrC2daADk7tpbBznLYWg5by2BnOWwtR1frereoAIDZs2fjnXfewYcffojDhw9j+vTpyMnJwZQpUwAAd9xxh80Hue+//3788MMPeOWVV3DkyBE89dRT2L17N2bOnAmg9Og/DzzwAJ555hl8++23+Ouvv3DHHXegadOmNntD6qP6fsjciwlby2BnOWwth61lsLMctpajq3W9O/oTANx8881ITk7GvHnzkJCQgB49euCHH35A48aNAQD//PMP3Nz+t57q378/PvvsMzzxxBOYO3cu2rdvj7Vr16JLly7W2zz66KPIycnB1KlTkZGRgYEDB+KHH36o92d8PL8T1S22lsHOcthaDlvLYGc5bC1HV+t695mKi5WzfqYiOzsb/ud/sJzqDFvLYGc5bC2HrWWwsxy2lqOrNZeB5FBubm7lNyIt2FoGO8thazlsLYOd5bC1HF2tuaggh4KDg40ewWWwtQx2lsPWcthaBjvLYWs5ulpzUUEOJScnGz2Cy2BrGewsh63lsLUMdpbD1nJ0teZnKoQ462cqiIiIiIgqwz0V5FDshWeHpDrD1jLYWQ5by2FrGewsh63l6GrNPRVCnHVPhcVi4WHdhLC1DHaWw9Zy2FoGO8thazm6WvO7RQ4lJCQYPYLLYGsZ7CyHreWwtQx2lsPWcnS15qKCHAoJCTF6BJfB1jLYWQ5by2FrGewsh63l6GrNRQU5lJOTY/QILoOtZbCzHLaWw9Yy2FkOW8vR1ZqLCnLIy8vL6BFcBlvLYGc5bC2HrWWwsxy2lqOrNRcVRERERERUK1xUkEMFBQVGj+Ay2FoGO8thazlsLYOd5bC1HF2tuaggh5zp8LfOjq1lsLMctpbD1jLYWQ5by9HVmosKciglJcXoEVwGW8tgZzlsLYetZbCzHLaWo6s1T34nxFlPfqeUgslkMnoMl8DWMthZDlvLYWsZ7CyHreXoas09FeRQXFyc0SO4DLaWwc5y2FoOW8tgZzlsLUdXa+6pEOKseyqIiIiIiCrDPRXkUGxsrNEjuAy2lsHOcthaDlvLYGc5bC1HV2suKsihsLAwo0dwGWwtg53lsLUctpbBznLYWo6u1lxUkENms9noEVwGW8tgZzlsLYetZbCzHLaWo6s1FxXkkI+Pj9EjuAy2lsHOcthaDlvLYGc5bC1HV2suKsghi8Vi9Agug61lsLMctpbD1jLYWQ5by9HVmosKcqi4uNjoEVwGW8tgZzlsLYetZbCzHLaWo6s1FxXkUIMGDYwewWWwtQx2lsPWcthaBjvLYWs5ulpzUUEOpaenGz2Cy2BrGewsh63lsLUMdpbD1nJ0tebJ74Q468nvSkpK4O7ubvQYLoGtZbCzHLaWw9Yy2FkOW8vR1Zp7KsihhIQEo0dwGWwtg53lsLUctpbBznLYWo6u1jXeU/Htt99W+z5XXnklfH19a7I5p+eseyqIiIiIiCpT40WFm1v1dnKYTCYcP34cbdq0qcnmnJ6zLipiY2PRrFkzo8dwCWwtg53lsLUctpbBznLYWo6u1rV6+1NCQgIsFkuV/vBT/M6pUaNGRo/gMthaBjvLYWs5bC2DneWwtRxdrWu8qJg0aVK13sp02223OdVv6KlUWlqa0SO4DLaWwc5y2FoOW8tgZzlsLUdXax79SYizvv0pJycHfn5+Ro/hEthaBjvLYWs5bC2DneWwtRxdrbUe/Wnnzp06H44uAoWFhUaP4DLYWgY7y2FrOWwtg53lsLUcXa21LipuuukmnQ9HFwHuyJLD1jLYWQ5by2FrGewsh63l6GrtUd07jB8/3u7lSim+/60e8vHxMXoEl8HWMthZDlvLYWsZ7CyHreXoal3tRcXGjRvx8ccfw9/f3+ZypRR++eUXLUPRxcNsNvPIXULYWgY7y2FrOWwtg53lsLUcXa2rvagYOnQoAgICMHjw4HLXdevWrdYD0cWlYcOGRo/gMthaBjvLYWs5bC2DneWwtRxdrav9mYo1a9bYXVAAwIYNG2o9EF1ckpKSjB7BZbC1DHaWw9Zy2FoGO8thazm6Wtf6kLIJCQmIiIjQMkx95qyHlCUiIiIiqkytj/40YsQIHXPQRSo2NtboEVwGW8tgZzlsLYetZbCzHLaWo6t1rRcVPORX/da4cWOjR3AZbC2DneWwtRy2lsHOcthajq7WtV5UmEwmHXPQRSolJcXoEVwGW8tgZzlsLYetZbCzHLaWo6u11pPfUf0TFBRk9Agug61lsLMctpbD1jLYWQ5by9HVmosKcigvL8/oEVwGW8tgZzlsLYetZbCzHLaWo6t1rRcV7u7uOuagi5SbG9edUthaBjvLYWs5bC2DneWwtRxdrWv9KPv27dMxB12kPDyqfX5EqiG2lsHOcthaDlvLYGc5bC1HV2suA8mh3Nxco0dwGWwtg53lsLUctpbBznLYWo6u1lqWJrNnz7Z7uclkgo+PD9q1a4fRo0cjNDRUx+ZIUHBwsNEjuAy2lsHOcthaDlvLYGc5bC1HV+tan1EbAIYNG4a9e/eipKQEHTt2BAAcO3YM7u7u6NSpE44ePQqTyYTffvsNnTt3rvXQzshZz6gdGxuLZs2aGT2GS2BrGewsh63lsLUMdpbD1nJ0tdayqFi6dCl+/fVXrFy50voP5szMTNx9990YOHAg7rnnHkyYMAF5eXn48ccfaz20M3LWRQURERERUWW0LCqaNWuGDRs2lNsLcfDgQYwYMQKxsbHYu3cvRowY4bInM3HWRQV/UyCHrWWwsxy2lsPWMthZDlvL0dVaywe1MzMzkZSUVO7y5ORkmM1mAKXv1yosLNSxORLUpEkTo0dwGWwtg53lsLUctpbBznLYWo6u1loWFaNHj8add96Jr7/+GufOncO5c+fw9ddf46677sKYMWMAAH/88Qc6dOigY3MkKCEhwegRXAZby2BnOWwth61lsLMctpajq7WWtz9lZ2fjwQcfxEcffYTi4mIApce8nTRpEhYvXgx/f3/s378fANCjR4/abs4pOevbn/Lz8+Hj42P0GC6BrWWwsxy2lsPWMthZDlvL0dVay6KiTHZ2Nk6dOgUAaNOmDfz9/ZGdnQ1/f39dm3BazrqoSElJQVhYmNFjuAS2lsHOcthaDlvLYGc5bC1HV+tavf1pyZIlNv/t7++Pbt26oVu3bvD390dWVhauuuqqWg1IxvLy8jJ6BJfB1jLYWQ5by2FrGewsh63l6Gpdq5PfzZ07Fw0bNsQdd9xR7rrs7GyMHDkSqamptdkE1UJWVhays7NxNj0fX+4+h4NnEnBJqwiM790cLUJ84O/vj4CAAKPHJCIiIiInV6tFxccff4zbb78dwcHBuP76662Xly0okpOTsXXr1loPSTWzZ88evPvz39hW1Pr/L/HFkUOZWH0oEwM8T+Pu6C4YOnSow8coKCio6zHp/7G1DHaWw9Zy2FoGO8thazm6Wtfq7U833ngjXn/9ddx6663YsmULACAnJwejRo1CYmIitmzZwkOCGSgssjO2F0dCwVTuz/biSIRHVn52c2f6/IezY2sZ7CyHreWwtQx2lsPWcnS1rvUhZe+++27Mnz8fo0ePxpYtWzBq1CjExcVh8+bNaNq0qY4ZqYb+ezgNJpPJ7nUmkwnrDqdV+hh8+5octpbBznLYWg5by2BnOWwtR1frWr39qcyjjz6KtLQ0REdHo3Xr1tiyZQuaN2+u46GpFs6l56Gig3sppXAuPa/Sx+CeJjlsLYOd5bC1HLaWwc5y2FqOrta1WlSMHTvW5r89PT0RFhaG+++/3+byNWvW1GYzVEPNQ3xL91TYWViYTCY0D/Gt9DHi4uK0nLqdKsfWMthZDlvLYWsZ7CyHreXoal2r81RMmTKlSrdbuXJlTTdRbxhxnoq/zyTh+uW7YLHzHXYzAd9NuwyXtGokMgsRERER1V+12lPBxcLFLSXmEPp7xJx39Kf/6e9xGskxfkAli4rY2Fj+pkAIW8tgZzlsLYetZbCzHLaWo6u11jNqU8WM2FNhPU9FRj6+3HXeeSoua44WwVU7T0VBQQG8vb1F5nV1bC2DneWwtRy2lsHOcthajq7WNd5TceDAAXTp0gVublU7gNTBgwfRsWNHeHho+Ww4VUFAQAACAgLQpAnQJyqyRo+RmZmJRo34FikJbC2DneWwtRy2lsHOcthajq7WNT6kbM+ePat1CKp+/frhn3/+qenmyCC+vpV/mJv0YGsZ7CyHreWwtQx2lsPWcnS1rvFuA6UUnnzySTRo0KBKty8sLKzppshAFovF6BFcBlvLYGc5bC2HrWWwsxy2lqOrdY0XFYMHD8bRo0erfPt+/fpx1emEiouLjR7BZbC1DHaWw9Zy2FoGO8thazm6Wtd4UbFlyxYtA9DFrap7oqj22FoGO8thazlsLYOd5bC1HF2ta/yZCnINGRkZRo/gMthaBjvLYWs5bC2DneWwtRxdrXlIWSFGHFJWh5KSEri7uxs9hktgaxnsLIet5bC1DHaWw9ZydLXmngpyKCEhwegRXAZby2BnOWwth61lsLMctpajqzX3VAhx1j0VRERERESV4Z4Kcig2NtboEVwGW8tgZzlsLYetZbCzHLaWo6s191QIcdY9FUVFRfD09DR6DJfA1jLYWQ5by2FrGewsh63l6Gpd7/ZUpKWlYeLEiQgMDERwcDDuuusuZGdnO7xPfn4+ZsyYgYYNG8Lf3x/jxo1DYmKizW1MJlO5P59//nldfikXhbS0NKNHcBlsLYOd5bC1HLaWwc5y2FqOrtb1blExceJEHDx4EBs2bMC6devwyy+/YOrUqQ7v8+CDD+K7777DqlWrsHXrVsTFxWHs2LHlbrdy5UrEx8db/4wZM6aOvoqLh7+/v9EjuAy2lsHOcthaDlvLYGc5bC1HV+san/zuYnT48GH88MMP2LVrF3r37g0AeP3113H11Vfj5ZdfRtOmTcvdJzMzE++99x4+++wzXHHFFQBKFw9RUVH4/fffcfnll1tvGxwcjIiICJkv5iJRWFgIPz8/o8dwCWwtg53lsLUctpbBznLYWo6u1vVqT8WOHTsQHBxsXVAAwPDhw+Hm5oadO3favc+ePXtQVFSE4cOHWy/r1KkTWrZsiR07dtjcdsaMGQgLC0OfPn3w/vvvw9HHUQoKCmA2m23+EBERERHVR7VaVBQUFGD9+vV45JFHcOuttyI6Ohr9+/fH6NGjcc899+DNN99ETEyMrlkrlZCQgEaNGtlc5uHhgdDQ0AqPwZuQkAAvLy8EBwfbXN64cWOb+yxcuBBffvklNmzYgHHjxuHee+/F66+/XuEsixYtQlBQkPVPixYtAJR+fiMuLg4Wi8X6afvY2FgUFhYiKSkJ2dnZyMjIQFpaGvLy8pCQkIDi4mKb2xYVFSEhIQG5ublIS0tDeno6cnJykJiYiKKiIpvblpSUIC4uDnl5eUhNTUVmZiaysrKQnJyMgoICm9sqpRAbG4uCggIkJyfDbDajsLAQKSkpyMvLq/Lcubm5ducuLi4uN3d2drbduS0WS6Vzl8174dxZWVnIzMxEampqhXMXFRUhMTER2dnZSE9Pr9bcGRkZyM7ORlJSEgoLCyucOyUlxbqgtDd32X3K5i4qKio3d0lJid25c3Jyys19YcOyufPy8qo8d35+vt254+Li7M6dlJRUrnd8fHylc1f2nI2Pj7eZOysrq1pzp6SkVPizZjKZrHOf/7Omc+7zn7NJSUl2f9bi4uJsftYqm/tifY0om9vez1paWhpfIzS+Rtibu+w56+XlxdcITa8RZc9Ze68R7u7ufI3Q+Brh6N8RmZmZfI3Q+BpR0XM2LS0NJSUldl8jqqtGR3+KjY3FggUL8PPPP6Njx47o0qULQkNDERgYCG9vb5jNZmRlZSEmJgZ//vknPDw88Nhjj2HcuHHVHhAAHn/8cbzwwgsOb3P48GGsWbMGH374IY4ePWpzXaNGjbBgwQJMnz693P0+++wzTJkyBQUFBTaX9+nTB8OGDatwu/PmzcPKlStx9uxZu9cXFBTYPKbZbEaLFi2c7uhPiYmJaNy4sdFjuAS2lsHOcthaDlvLYGc5bC1HV+tqf6bitddew7lz5zB16lS8/fbbVbqP2WzGF198gWnTpmHu3Llo2bJltbb50EMPYfLkyQ5v06ZNG0RERCApKcnm8uLiYqSlpVX4WYiIiAgUFhYiIyPDZm9FYmKiw89P9O3bF08//TQKCgrg7e1d7npvb2+7lzub0NBQo0dwGWwtg53lsLUctpbBznLYWo6u1tVaVKxbtw7XXXcdIiMjq7WRwMBA3HPPPbj77rvx5Zdfws/PDw0bNqzy/cPDwxEeHl7p7fr164eMjAzs2bMHvXr1AgBs2rQJFosFffv2tXufXr16wdPTEz///LN1T8rRo0fxzz//oF+/fhVua//+/QgJCakXCwdHkpKS0KxZM6PHcAlsLYOd5bC1HLaWwc5y2FqOrtb17uR3o0aNQmJiIpYvX46ioiJMmTIFvXv3xmeffQag9K1b0dHR+Oijj9CnTx8AwPTp0/H999/jgw8+QGBgIO677z4AwPbt2wEA3333HRITE3H55ZfDx8cHGzZswMMPP4yHH34YCxYsqNJcznryOyIiIiKiytTJ0Z/c3d3r4mGr5NNPP0WnTp0QHR2Nq6++GgMHDrR5m1ZRURGOHj2K3Nxc62VLlizBtddei3HjxmHw4MGIiIjAmjVrrNd7enrizTffRL9+/dCjRw+sWLECixcvxvz580W/NiPU5IM6VDNsLYOd5bC1HLaWwc5y2FqOrtZ1sqfCzc0NFotF98M6NWfdU1FSUmLoItGVsLUMdpbD1nLYWgY7y2FrObpaV3tPxfm/4a+IyWSq0TB08bnwg+9Ud9haBjvLYWs5bC2DneWwtRxdrav1Qe2ZM2figw8+QLt27fDVV19h8eLFSEpKQnR0tN3DtQKlR1E6dOiQ9c/Bgwdx+PBhJCYmavkCqG5deP4OqjtsLYOd5bC1HLaWwc5y2FqOrtbVWlSsX78eKSkp2LdvHwYOHIhZs2Zh5MiR+M9//oO4uDg8/fTTAAClFAYNGoRjx44hODgYHTt2RKdOnbBq1SqsW7cO7du31zI81b28vDz4+voaPYZLYGsZ7CyHreWwtQx2lsPWcnS1rtaiIigoCD4+PujXrx+CgoIwd+5cAMA111xjPW9DmaZNm6KkpASLFi3CkCFDAACrVq2yHnGJnIObW518lp/sYGsZ7CyHreWwtQx2lsPWcnS1rtajJCcnY+3atYiJiYGfn5/1cnd3d5z/eW+TyYQvvvgCK1aswNKlSzFixAjs3LmTn7VwQvyQlBy2lsHOcthaDlvLYGc5bC1HV+tq7amYPXs2vvvuOyxatAinTp1C//790bFjR3Ts2BGpqanlbt+1a1d8/fXX2L17N+bNm4fExETs3LmzwhPR0cUnLy8PAQEBRo/hEthaBjvLYWs5bC2DneWwtRxdrWt1SNmYmBj8/fff1j+ffvopgIoPKbtt2zbMmzcPJpMJGzdurPnUTshZDylbWFgILy8vo8dwCWwtg53lsLUctpbBznLYWo6u1oacUXvz5s0YNmyY9GYN5ayLitjYWC2nbqfKsbUMdpbD1nLYWgY7y2FrObpaG7KocEXOuqggIiIiIqoMP1pPDuk6dTtVjq1lsLMctpbD1jLYWQ5by9HVWvueimPHjqFNmzbw8KjWZ8DrPWfdU2GxWHhYNyFsLYOd5bC1HLaWwc5y2FqOrtbav1tRUVE4deqU7oclgyQkJBg9gstgaxnsLIet5bC1DHaWw9ZydLXWvqjgRzTql9DQUKNHcBlsLYOd5bC1HLaWwc5y2FqOrtbcr0QOZWdnGz2Cy2BrGewsh63lsLUMdpbD1nJ0teaighziMaLlsLUMdpbD1nLYWgY7y2FrObpac1FBRERERES1wkUFOVRYWGj0CC6DrWWwsxy2lsPWMthZDlvL0dWaiwpyyN/f3+gRXAZby2BnOWwth61lsLMctpajqzUXFeRQWlqa0SO4DLaWwc5y2FoOW8tgZzlsLUdXa+2LisceewwNGzbU/bBkkIiICKNHcBlsLYOd5bC1HLaWwc5y2FqOrtbaFxWLFi3ioqIeiY+PN3oEl8HWMthZDlvLYWsZ7CyHreXoam1SPFudCLPZjKCgIGRmZiIwMNDocYiIiIiItOFnKsih2NhYo0dwGWwtg53lsLUctpbBznLYWo6u1txTIcRZ91QUFhbyBDRC2FoGO8thazlsLYOd5bC1HF2t62RPhbu7e108LBkgIyPD6BFcBlvLYGc5bC2HrWWwsxy2lqOrdZ0sKrjzo/7w9fU1egSXwdYy2FkOW8thaxnsLIet5ehq7VGTOz3zzDPw9PREt27d0K1bNzRr1szmepPJpGU4Ml5JSYnRI7gMtpbBznLYWg5by2BnOWwtR1frGi0qnnjiCZw6dQoHDhzAe++9h9jYWKxYscLubRMTE3Ho0CHrn4MHD+Lw4cNITEys1eAkw2KxGD2Cy2BrGewsh63lsLUMdpbD1nJ0ta7WomLatGlYuHAhGjVqhDZt2qBNmzYYM2ZMudsppTBo0CAcO3YMwcHB6NixIzp16oRVq1Zh3bp1aN++vZbhqe5x96MctpbBznLYWg5by2BnOWwtR1fran2mYtSoUbj66qvx1FNPIScnx+FtmzZtirZt2+Ltt9/Gt99+ixdffBF+fn7o06cPQkJCajU0yeEHpeSwtQx2lsPWcthaBjvLYWs5hnxQe/To0di5cycaN26M/v37Y/ny5XZ3mZhMJnzxxRdYsWIFli5dihEjRmDnzp38rIUTatSokdEjuAy2lsHOcthaDlvLYGc5bC1HV+tqH/3J3d0d11xzDR588EE88cQT6Ny5M7777ju7t+3atSu+/vprPPfcc1iwYAESExOxc+fOWg9NchISEowewWWwtQx2lsPWcthaBjvLYWs5ulpX6+R3I0eOxOHDh9GiRQv06dMHl112GTp06IBly5YhICAAS5cuBVC68LD3SfJt27Zh3rx5MJlM2Lhxo5YvwFk468nviIiIiIgqU61Fxf79+9G1a1e7J7fr1KkTjhw5AgBwc3Nz+EnyzZs3Y9iwYTUY13k566IiNja23CGDqW6wtQx2lsPWcthaBjvLYWs5ulpX6+1PqampKC4utnvd999/b/27owXFH3/8gW7dulVns2QgvqdRDlvLYGc5bC2HrWWwsxy2lmPIZyr69++P+fPn44MPPih39Kc2bdo4vO+ePXvwyCOPoKCgAA0bNqz+pGSItLQ0o0dwGWwtg53lsLUctpbBznLYWo6u1tU6T4Wvry+ef/55/Pjjj7j66qvh7++PHj16oGvXrggNDUVgYCC8vLyQlZUFs9mM06dPY//+/di/fz9GjBiBuXPn8nCyTsbf39/oEVwGW8tgZzlsLYetZbCzHLaWo6t1tT5TcaG9e/di/fr12LRpE86dO4ekpCTk5eUhLCwMjRo1Qvfu3TFq1CiMGDECwcHBWgZ2Vs76mYr09HQuBIWwtQx2lsPWcthaBjvLYWs5ulpXa0/FhS699FJceuml+Pe//13rQYiIiIiIyDlV+zwV5Fq8vLyMHsFlsLUMdpbD1nLYWgY7y2FrObpac1FBDmVnZxs9gstgaxnsLIet5bC1DHaWw9ZydLWu1WcqqOqc9TMVRUVF8PT0NHoMl8DWMthZDlvLYWsZ7CyHreXoas09FeRQUlKS0SO4DLaWwc5y2FoOW8tgZzlsLUdXa+6pEOKseyqIiIiIiCqjfU/FsWPHKjzrNjmf2NhYo0dwGWwtg53lsLUctpbBznLYWo6u1tr3VLi7u+Pw4cPo0KGDzod1es66p6KkpATu7u5Gj+ES2FoGO8thazlsLYOd5bC1HF2tte+p4Lup6he+p1EOW8tgZzlsLYetZbCzHLaWo6s1P6hNDrn6mdAlsbUMdpbD1nLYWgY7y2FrObpac1FBDuXm5ho9gstgaxnsLIet5bC1DHaWw9ZydLXmooIc8vDwMHoEl8HWMthZDlvLYWsZ7CyHreXoas1FBTnk5saniBS2lsHOcthaDlvLYGc5bC1HV2t+x8ihvLw8o0dwGWwtg53lsLUctpbBznLYWo6u1lxUkENBQUFGj+Ay2FoGO8thazlsLYOd5bC1HF2ttS8qHnvsMTRs2FD3w5JBUlJSjB7BZbC1DHaWw9Zy2FoGO8thazm6Wms/+R3Z56wnvyMiIiIiqgzf/kQO6Tp1O1WOrWWwsxy2lsPWMthZDlvL0dWaeyqEOOueCqUUTCaT0WO4BLaWwc5y2FoOW8tgZzlsLUdXa+6pIIfi4+ONHsFlsLUMdpbD1nLYWgY7y2FrObpaa19ULFmyBABw8OBBlJSU6H54EsYP3cthaxnsLIet5bC1DHaWw9ZydLXWvqjo0aMHAGDu3Lno3LkzevTogYkTJ+L555/HunXrdG+O6pjZbDZ6BJfB1jLYWQ5by2FrGewsh63l6Gqt5bzcWVlZCAgIAAAMGzYMAPDNN98AALKzs3Hw4EH89ddf2LhxI6699lodmyQh3t7eRo/gMthaBjvLYWs5bC2DneWwtRxdrbUsKgYNGoQffvgBERER5a7z9/dH37590bdvXx2bIiIiIiKii4yWtz/17NkTffv2xZEjR2wu379/P66++modmyCDFBYWGj2Cy2BrGewsh63lsLUMdpbD1nJ0tdayqFi5ciUmT56MgQMH4rfffsOxY8cwfvx49OrVC+7u7jo2QQbx9/c3egSXwdYy2FkOW8thaxnsLIet5ehqre2D2gsWLMDs2bNx5ZVXokuXLsjKysKOHTvw3Xff6doEGSAtLc3oEVwGW8tgZzlsLYetZbCzHLaWo6u1lpPfJSYm4rnnnsM777yDqKgoHDlyBO+//z5uvvlmHTPWC8568juLxQI3N57ORAJby2BnOWwth61lsLMctpajq7WW71ZkZCR++eUXrFq1Cnv27MHq1asxdepUvPTSSzoengzEk8/IYWsZ7CyHreWwtQx2lsPWcnS11rKn4vPPP8ctt9xic9nevXtx7bXX4oYbbsCbb75Z2004PWfdU0FEREREVBkteyouXFAAwKWXXort27dj06ZNOjZBBomNjTV6BJfB1jLYWQ5by2FrGewsh63l6GqtZU+FI+np6QgJCanLTTgFZ91TUVhYCC8vL6PHcAlsLYOd5bC1HLaWwc5y2FqOrtZ1/gkYLiicW0ZGhtEjuAy2lsHOcthaDlvLYGc5bC1HV2t+rJ4catCggdEjuAy2lsHOcthaDlvLYGc5bC1HV2suKsih4uJio0dwGWwtg53lsLUctpbBznLYWo6u1lxUkEMWi8XoEVwGW8tgZzlsLYetZbCzHLaWo6u1h5ZHQen7sd577z0cPnwYAHDJJZfgzjvvRFBQkK5NkAF8fX2NHsFlsLUMdpbD1nLYWgY7y2FrObpaa9lTsXv3brRt2xZLlixBWloa0tLSsHjxYrRt2xZ79+7VsQkySGZmptEjuAy2lsHOcthaDlvLYGc5bC1HV2sti4oHH3wQ119/PU6fPo01a9ZgzZo1iImJwbXXXosHHnhAxyaqLC0tDRMnTkRgYCCCg4Nx1113ITs72+F93n77bQwdOhSBgYEwmUx2PwVfk8etD8LCwowewWWwtQx2lsPWcthaBjvLYWs5ulpr21Px2GOPwcPjf++m8vDwwKOPPordu3fr2ESVTZw4EQcPHsSGDRuwbt06/PLLL5g6darD++Tm5mLkyJGYO3eu1setDxITE40ewWWwtQx2lsPWcthaBjvLYWs5ulprOfld48aN8fHHH2PEiBE2l//444+44447xJ4Yhw8fRufOnbFr1y707t0bAPDDDz/g6quvxrlz59C0aVOH99+yZQuGDRuG9PR0BAcHa3tcwHlPfkdEREREVBkteypuvvlm3HXXXfjiiy9w9uxZnD17Fp9//jnuvvtu3HrrrTo2USU7duxAcHCw9R/+ADB8+HC4ublh586dF93jOgNdp26nyrG1DHaWw9Zy2FoGO8thazm6Wms5+tPLL78Mk8mEO+64A8XFxVBKwcvLC9OnT8fzzz+vYxNVkpCQgEaNGtlc5uHhgdDQUCQkJIg+bkFBAQoKCqz/bTaba7x9I134dVPdYWsZ7CyHreWwtQx2lsPWcnS11rKnwsvLC6+++irS09Oxf/9+/Pnnn0hLS8OSJUvg7e1d68d//PHHYTKZHP45cuSIhq9En0WLFiEoKMj6p0WLFgCA/Px8xMXFwWKxWFeGsbGxKCwsRFJSErKzs5GRkYG0tDTk5eUhISEBxcXFNrctKipCQkICcnNzkZaWhvT0dOTk5CAxMRFFRUU2ty0pKUFcXBzy8vKQmpqKzMxMZGVlITk5GQUFBTa3VUohNjYWBQUFSE5OhtlsxtmzZ5GSkoK8vLwqz52bm2t37uLi4nJzZ2dn253bYrFUOnfZvBfOnZWVhczMTKSmplY4d1FRERITE5GdnY309PRqzZ2RkYHs7GwkJSWhsLCwwrlTUlJgNpthNpvtzl12n7K5z507V27ukpISu3Pn5OSUm/vChmVz5+XlVXnu/Px8u3PHxcXZnTspKalc7/j4+Ernruw5Gx8fbzN3VlZWteZOSUmp8GctMTHROvf5P2s65z7/OZuUlGT3Zy0uLs7mZ62yuS/W14iyue39rB07doyvERpfI+zNXfacTU1N5WuEpteIsuesvdeI5ORkvkZofI1w9O+IEydO8DVC42tERc/ZtLQ0xMXF2X2NqC4tn6lYuHChw+vnzZtXq8dPTk5Gamqqw9u0adMGn3zyCR566CGkp6dbLy8uLoaPjw9WrVqFG264weFjVPSZivfff7/aj2tvT0WLFi2c7jMVubm52k7fTo6xtQx2lsPWcthaBjvLYWs5ulprefvT119/bfPfRUVFiImJgYeHB9q2bVvrRUV4eDjCw8MrvV2/fv2QkZGBPXv2oFevXgCATZs2wWKxoG/fvjXefk0e19vbW8teGqPl5+fzh1oIW8tgZzlsLYetZbCzHLaWo6u1lkXFvn37yl1mNpsxefLkSvcO6BQVFYWRI0finnvuwfLly1FUVISZM2filltusR6hKTY2FtHR0fjoo4/Qp08fAKWfmUhISMCJEycAAH/99RcCAgLQsmVLhIaGVulx6yuTyWT0CC6DrWWwsxy2lsPWMthZDlvL0dVay2cq7AkMDMSCBQvw5JNP1tUm7Pr000/RqVMnREdH4+qrr8bAgQPx9ttvW68vKirC0aNHkZuba71s+fLl6NmzJ+655x4AwODBg9GzZ098++23VX7c+srLy8voEVwGW8tgZzlsLYetZbCzHLaWo6u1ls9UVOS3337DddddZ/NZBFflrOepSExMROPGjY0ewyWwtQx2lsPWcthaBjvLYWs5ulprefvTa6+9ZvPfSinEx8fj448/xqhRo3RsggwSGhpq9Agug61lsLMctpbD1jLYWQ5by9HVWsuiYsmSJTb/7ebmhvDwcEyaNAlz5szRsQkySFJSEpo1a2b0GC6BrWWwsxy2lsPWMthZDlvL0dW6Tt/+RP/jrG9/IiIiIiKqTJ19UJvqh5qc/IRqhq1lsLMctpbD1jLYWQ5by9HVusZ7KmbPnl3l2y5evLgmm6hXnHVPRUlJCdzd3Y0ewyWwtQx2lsPWcthaBjvLYWs5ulrX+DMVF56bYu/evSguLkbHjh0BAMeOHYO7u7v1ZHHknBITE+v9uTguFmwtg53lsLUctpbBznLYWo6u1jVeVGzevNn698WLFyMgIAAffvghQkJCAADp6emYMmUKBg0aVOshyThl30+qe2wtg53lsLUctpbBznLYWo6u1lo+U/HKK69g0aJFNkOFhITgmWeewSuvvKJjE2SQ808SSHWLrWWwsxy2lsPWMthZDlvL0dVay6LCbDYjOTm53OXJycnIysrSsQkyiIeHlqMOUxWwtQx2lsPWcthaBjvLYWs5ulprWVTccMMNmDJlCtasWYNz587h3LlzWL16Ne666y6MHTtWxybIIG5uPECYFLaWwc5y2FoOW8tgZzlsLUdXay2Psnz5cowaNQoTJkxAq1at0KpVK0yYMAEjR47EsmXLdGyCDJKfn2/0CC6DrWWwsxy2lsPWMthZDlvL0dVa68nvcnJycPLkSQBA27Zt4efnp+uhnZ6zHlK2oKAA3t7eRo/hEthaBjvLYWs5bC2DneWwtRxdrbXuW/Lz80O3bt3QrVs3LijqiZSUFKNHcBlsLYOd5bC1HLaWwc5y2FqOrta1Ovnd008/DT8/v0pPhMeT3znvngoiIiIiosrU6uR3RUVF1r9XxGQy1XQTdBGIjY1Fs2bNjB7DJbC1DHaWw9Zy2FoGO8thazm6Wmv9TAVVzFn3VCiluDAUwtYy2FkOW8thaxnsLIet5ehqreUzFXl5eTYnzjhz5gyWLl2Kn376ScfDk4Hi4uKMHsFlsLUMdpbD1nLYWgY7y2FrObpaa1lUjB49Gh999BEAICMjA3369MErr7yC0aNH46233tKxCTJIWFiY0SO4DLaWwc5y2FoOW8tgZzlsLUdXay2Lir1792LQoEEAgK+++goRERE4c+YMPvroI7z22ms6NkEGMZvNRo/gMthaBjvLYWs5bC2DneWwtRxdrbUsKnJzcxEQEAAA+OmnnzB27Fi4ubnh8ssvx5kzZ3RsggzCY0TLYWsZ7CyHreWwtQx2lsPWcnS11rKoaNeuHdauXYuzZ8/ixx9/xIgRIwAASUlJTvWhZCIiIiIiqj4ti4p58+bh4YcfRuvWrdG3b1/069cPQOlei549e+rYBBmksLDQ6BFcBlvLYGc5bC2HrWWwsxy2lqOrtbZDyiYkJCA+Ph7du3eHm1vpWuWPP/5AYGAgOnXqpGMTTs1ZDymbl5cHX19fo8dwCWwtg53lsLUctpbBznLYWo6u1lr2VABAREQEevbsaV1QAECfPn24oHBy6enpRo/gMthaBjvLYWs5bC2DneWwtRxdrbUtKn799Vfcdttt6NevH2JjYwEAH3/8MX777TddmyADREREGD2Cy2BrGewsh63lsLUMdpbD1nJ0tdayqFi9ejWuuuoq+Pr6Yt++fSgoKAAAZGZm4rnnntOxCTJIfHy80SO4DLaWwc5y2FoOW8tgZzlsLUdXay2fqejZsycefPBB3HHHHQgICMCff/6JNm3aYN++fRg1ahQSEhJ0zOrUnPUzFUREREREldGyp+Lo0aMYPHhwucuDgoKQkZGhYxNkkLK3slHdY2sZ7CyHreWwtQx2lsPWcnS11rKoiIiIwIkTJ8pd/ttvv6FNmzY6NkEGCQ8PN3oEl8HWMthZDlvLYWsZ7CyHreXoaq1lUXHPPffg/vvvx86dO2EymRAXF4dPP/0UDz/8MKZPn65jE2QQ7mmSw9Yy2FkOW8thaxnsLIet5ehq7aHjQR5//HFYLBZER0cjNzcXgwcPhre3Nx5++GHcd999OjZBBmnQoIHRI7gMtpbBznLYWg5by2BnOWwtR1drLYsKk8mEf//733jkkUdw4sQJZGdno3PnzvD39+fJS5xccXGx0SO4DLaWwc5y2FoOW8tgZzlsLUdXa23nqQAALy8vdO7cGX369IGnpycWL16MyMhInZsgYRaLxegRXAZby2BnOWwth61lsLMctpajq3WtFhUFBQWYM2cOevfujf79+2Pt2rUAgJUrVyIyMhJLlizBgw8+qGNOMoiPj4/RI7gMtpbBznLYWg5by2BnOWwtR1frWi0q5s2bh7feegutW7fG6dOncdNNN2Hq1KlYsmQJFi9ejNOnT+Oxxx7TMigZw2w2Gz2Cy2BrGewsh63lsLUMdpbD1nJ0ta7VZypWrVqFjz76CNdffz3+/vtvdOvWDcXFxfjzzz9hMpm0DEjGCgsLM3oEl8HWMthZDlvLYWsZ7CyHreXoal2rPRXnzp1Dr169AABdunSBt7c3HnzwQS4o6pHExESjR3AZbC2DneWwtRy2lsHOcthajq7WJqWUqumd3d3dkZCQYD1pRkBAAA4cOMAPZ9thNpsRFBSEzMxMBAYGGj0OEREREZE2tXr7k1IKkydPhre3NwAgPz8f06ZNg5+fn83t1qxZU5vNkIFiY2PRrFkzo8dwCWwtg53lsLUctpbBznLYWo6u1rXaUzFlypQq3W7lypU13US94ax7KoqLi+HhoeV0JlQJtpbBznLYWg5by2BnOWwtR1frWi0qqOqcdVGRkJCAiIgIo8dwCWwtg53lsLUctpbBznLYWo6u1lpPfkf1jzMtgJwdW8tgZzlsLYetZbCzHLaWo6s1FxXkUH5+vtEjuAy2lsHOcthaDlvLYGc5bC1HV2suKsghHh5YDlvLYGc5bC2HrWWwsxy2lqOrNRcV5JCnp6fRI7gMtpbBznLYWg5by2BnOWwtR1drLirIoZycHKNHcBlsLYOd5bC1HLaWwc5y2FqOrtY8+pMQZz36U1FREX9bIIStZbCzHLaWw9Yy2FkOW8vR1Zp7KsihpKQko0dwGWwtg53lsLUctpbBznLYWo6u1txTIcRZ91QQEREREVWGeyrIodjYWKNHcBlsLYOd5bC1HLaWwc5y2FqOrtbcUyHEWfdUWCwWuLlx7SmBrWWwsxy2lsPWMthZDlvL0dWa3y1yKCEhwegRXAZby2BnOWwth61lsLMctpajqzUXFeRQSEiI0SO4DLaWwc5y2FoOW8tgZzlsLUdXay4qyKHc3FyjR3AZbC2DneWwtRy2lsHOcthajq7WXFSQQx4eHkaP4DLYWgY7y2FrOWwtg53lsLUcXa25qCCH+CEpOWwtg53lsLUctpbBznLYWo6u1vyOkUP5+flGj+Ay2FoGO8thazlsLYOd5bC1HF2tuaggh5zp8LfOjq1lsLMctpbD1jLYWQ5by9HVmosKciglJcXoEVwGW8tgZzlsLYetZbCzHLaWo6s1T34nxFlPfqeUgslkMnoMl8DWMthZDlvLYWsZ7CyHreXoas09FeRQXFyc0SO4DLaWwc5y2FoOW8tgZzlsLUdXa+6pEMI9FVQZtpbBznLYWg5by2BnOWwth3sqSAR/UyCHrWWwsxy2lsPWMthZDlvL0dWaiwpyKCwszOgRXAZby2BnOWwth61lsLMctpajqzUXFeSQ2Ww2egSXwdYy2FkOW8thaxnsLIet5ehqzUUFOeTj42P0CC6DrWWwsxy2lsPWMthZDlvL0dWaiwpyyGKxGD2Cy2BrGewsh63lsLUMdpbD1nJ0teaighwqLi42egSXwdYy2FkOW8thaxnsLIet5ehqzUUFOdSgQQOjR3AZbC2DneWwtRy2lsHOcthajq7WXFSQQ+np6UaP4DLYWgY7y2FrOWwtg53lsLUcXa158jshznryO4vFAjc3rj0lsLUMdpbD1nLYWgY7y2FrObpa87tFDsXHxxs9gstgaxnsLIet5bC1DHaWw9ZydLXmngohzrqngoiIiIioMtxTQQ7FxsYaPYLLYGsZ7CyHreWwtQx2lsPWcnS15p4KIc66p6KoqAienp5Gj+ES2FoGO8thazlsLYOd5bC1HF2tuaeCHEpLSzN6BJfB1jLYWQ5by2FrGewsh63l6Gpd7xYVaWlpmDhxIgIDAxEcHIy77roL2dnZDu/z9ttvY+jQoQgMDITJZEJGRka527Ru3Romk8nmz/PPP19HX8XFw8/Pz+gRXAZby2BnOWwth61lsLMctpajq3W9W1RMnDgRBw8exIYNG7Bu3Tr88ssvmDp1qsP75ObmYuTIkZg7d67D2y1cuBDx8fHWP/fdd5/O0S9KRUVFRo/gMthaBjvLYWs5bC2DneWwtRxdrT20PMpF4vDhw/jhhx+wa9cu9O7dGwDw+uuv4+qrr8bLL7+Mpk2b2r3fAw88AADYsmWLw8cPCAhARESEzpEvevzIjRy2lsHOcthaDlvLYGc5bC1HV+t6tadix44dCA4Oti4oAGD48OFwc3PDzp07a/34zz//PBo2bIiePXvipZdeQnFxca0f82Ln4+Nj9Agug61lsLMctpbD1jLYWQ5by9HVul7tqUhISECjRo1sLvPw8EBoaCgSEhJq9dizZs3CpZdeitDQUGzfvh1z5sxBfHw8Fi9ebPf2BQUFKCgosP632Wyu1faNYjab0aBBA6PHcAlsLYOd5bC1HLaWwc5y2FqOrtZOsafi8ccfL/ch6Qv/HDlypE5nmD17NoYOHYpu3bph2rRpeOWVV/D666/bLBzOt2jRIgQFBVn/tGjRAgCQn5+PuLg4WCwW63GBY2NjUVhYiKSkJGRnZyMjIwNpaWnIy8tDQkICiouLbW5bVFSEhIQE5ObmIi0tDenp6cjJyUFiYiKKiopsbltSUoK4uDjk5eUhNTUVmZmZyMrKQnJyMgoKCmxuq5RCbGwsCgoKkJycDLPZDC8vL6SkpCAvL6/Kc+fm5tqdu7i4uNzc2dnZdue2WCyVzl0274VzZ2VlITMzE6mpqRXOXVRUhMTERGRnZyM9Pb1ac2dkZCA7OxtJSUkoLCyscO6UlBSYzWaYzWa7c5fdp2xub2/vcnOXlJTYnTsnJ6fc3Bc2LJs7Ly+vynPn5+fbnTsuLs7u3ElJSeV6x8fHVzp3Zc/Z+Ph4m7mzsrKqNXdKSkqFP2uBgYHWuc//WdM59/nP2aSkJLs/a3FxcTY/a5XNfbG+RpTNbe9nrbCwkK8RGl8j7M1d9pwNCwvja4Sm14iy56y914iQkBC+Rmh8jXD074iSkhK+Rmh8jajoOZuWloYGDRrYfY2oLqc4T0VycjJSU1Md3qZNmzb45JNP8NBDDyE9Pd16eXFxMXx8fLBq1SrccMMNDh9jy5YtGDZsGNLT0xEcHOzwtgcPHkSXLl1w5MgRdOzYsdz19vZUtGjRwunOUxEbG4tmzZoZPYZLYGsZ7CyHreWwtQx2lsPWcnS1doq3P4WHhyM8PLzS2/Xr1w8ZGRnYs2cPevXqBQDYtGkTLBYL+vbtq3Wm/fv3w83Nrdzbrcp4e3vD29tb6zaNwB9oOWwtg53lsLUctpbBznLYWo6u1k7x9qeqioqKwsiRI3HPPffgjz/+wLZt2zBz5kzccsst1iM/xcbGolOnTvjjjz+s90tISMD+/ftx4sQJAMBff/2F/fv3W08GsmPHDixduhR//vknTp06hU8//RQPPvggbrvtNoSEhMh/oYJqsvuLaoatZbCzHLaWw9Yy2FkOW8vR1dop3v5UHWlpaZg5cya+++47uLm5Ydy4cXjttdfg7+8PADh9+jQiIyOxefNmDB06FADw1FNPYcGCBeUea+XKlZg8eTL27t2Le++9F0eOHEFBQQEiIyNx++23Y/bs2VXeG2E2mxEUFOR0b38qLi6Gh4dT7NByemwtg53lsLUctpbBznLYWo6u1vVuUXGxctZFRUJCgsudm8MobC2DneWwtRy2lsHOcthajq7W9ertT6SfMy2AnB1by2BnOWwth61lsLMctpajqzUXFeRQfn6+0SO4DLaWwc5y2FoOW8tgZzlsLUdXay4qyCE3Nz5FpLC1DHaWw9Zy2FoGO8thazm6WvM7Rg7xQ1Jy2FoGO8thazlsLYOd5bC1HF2tuaggh3Jzc40ewWWwtQx2lsPWcthaBjvLYWs5ulpzUUEOVXZmcdKHrWWwsxy2lsPWMthZDlvL0dWaiwpyKDk52egRXAZby2BnOWwth61lsLMctpajqzXPUyHEWc9TQURERERUGe6pIId0nbqdKsfWMthZDlvLYWsZ7CyHreXoas09FUKcdU+FxWLhYd2EsLUMdpbD1nLYWgY7y2FrObpa87tFDiUkJBg9gstgaxnsLIet5bC1DHaWw9ZydLXmooIcCgkJMXoEl8HWMthZDlvLYWsZ7CyHreXoas1FBTmUk5Nj9Agug61lsLMctpbD1jLYWQ5by9HVmosKcsjLy8voEVwGW8tgZzlsLYetZbCzHLaWo6s1FxVERERERFQrXFSQQwUFBUaP4DLYWgY7y2FrOWwtg53lsLUcXa25qCCHnOnwt86OrWWwsxy2lsPWMthZDlvL0dWaiwpyKCUlxegRXAZby2BnOWwth61lsLMctpajqzVPfifEWU9+p5SCyWQyegyXwNYy2FkOW8thaxnsLIet5ehqzT0V5FBcXJzRI7gMtpbBznLYWg5by2BnOWwtR1dr7qkQ4qx7KoiIiIiIKsM9FeRQbGys0SO4DLaWwc5y2FoOW8tgZzlsLUdXay4qyKGwsDCjR3AZbC2DneWwtRy2lsHOcthajq7WXFSQQ2az2egRXAZby2BnOWwth61lsLMcV22dlZWF+Pj4Cv9kZWVp36au1h5aHoXqLR8fH6NHcBlsLYOd5bC1HLaWwc5yXLX1nj17sHXr1gqvHzJkCIYOHap1m7pac1FBDlksFqNHcBlsLYOd5bC1HLaWwc5yXLV1r1690LFjRwCl549Ys2YNxo4da32Lkr+/v/Zt6mrNRQU5VFxcbPQILoOtZbCzHLaWw9Yy2FmOq7YOCAhAQECAzWVhYWFo0qRJnW1TV2t+poIcatCggdEjuAy2lsHOcthaDlvLYGc5bC1HV2suKsih9PR0o0dwGWwtg53lsLUctpbBznJcvXVMSg5e2XACWwoj8cqGE4hJyamzbelqzZPfCXHWk9+VlJTA3d3d6DFcAlvLYGc5bC2HrWWwsxxXbv3l7rN4fPUBAIBSCiaTCQDwwrhuuKl3C+3b09WaeyrIoYSEBKNHcBlsLYOd5bC1HLaWwc5yXLV1TEoOHl99ABYFWBSgYLL+/bHVB3C6DvZY6GrNRQU51KxZM6NHcBlsLYOd5bC1HLaWwc5yXLX1l7vPWvdMXMhkMuGL3We1b1NXay4qyCFdp26nyrG1DHaWw9Zy2FoGO8tx1dbn0vNQ0ScTlFI4l56nfZu6WnNRQQ41atTI6BFcBlvLYGc5bC2HrWWwsxxXbd08xNfhnormIb7at6mrNRcV5FBaWprRI7gMtpbBznLYWg5by2BnOa7aenzvFg73VNxcBx/U1tWaiwpyqC7O3Ej2sbUMdpbD1nLYWgY7y3HV1pFhfnhhXDe4mQA3E2CCsv79hXHd0DrMT/s2dbXmooIcKiwsNHoEl8HWMthZDlvLYWsZ7CzHlVvf1LsFNj00FGOjAtHaPQ1jowKx6aGhdXI4WUBfay4qyCGexkQOW8tgZzlsLYetZbCzHFdv3TrMDw9d2Q5DvWLw0JXt6mQPRRldrbmoIId8fHyMHsFlsLUMdpbD1nLYWgY7y2FrObpac1FBDpnNZqNHcBlsLYOd5bC1HLaWwc5yXLV1VlYW4uPjER8fj5SUFABASkqK9bKsrCzt29TV2qRcff+SELPZjKCgIGRmZiIwMNDocaqsqKgInp6eRo/hEthaBjvLYWs5bC2DneW4austW7Zg69atFV4/ZMgQDB06VOs2dbX20DAL1WNJSUkue1ZLaWwtg53lsLUctpbBznJctXWvXr3QsWPHCq+vi6Ni6WrNPRVCnHVPBRERERFRZfiZCnJI16nbqXJsLYOd5bC1HLaWwc5y2FqOrtbcUyHEWfdUFBcXw8OD75KTwNYy2FkOW8thaxnsLIet5ehqzT0V5FDZkQeo7rG1DHaWw9Zy2FoGO8thazm6WnNRQQ4FBQUZPYLLYGsZ7CyHreWwtQx2lsPWcnS15qKCHMrLyzN6BJfB1jLYWQ5by2FrGewsh63l6GrNRQU55ObGp4gUtpbBznLYWg5by2BnOWwtR1drfsfIIX5ISg5by2BnOWwth61lsLMctpajqzUXFeRQbm6u0SO4DLaWwc5y2FoOW8tgZzlsLUdXay4qyKHg4GCjR3AZbC2DneWwtRy2lsHOcthajq7WXFSQQ8nJyUaP4DLYWgY7y2FrOWwtg53lsLUcXa158jshznryOyIiIiKiynBPBTmk69TtVDm2lsHOcthaDlvLYGc5bC1HV2vuqRDirHsqLBYLD+smhK1lsLMctpbD1jLYWQ5by9HVmt8tcighIcHoEVwGW8tgZzlsLYetZbCzHLaWo6s1DwIspGyHkNlsNniS6vHw8HC6mZ0VW8tgZzlsLYetZbCzHLaW46h1QEAATCZT1R5H51BUsaysLABAixYtDJ6EiIiIiKhy1XnbPj9TIcRisSAuLq5aKz6jmc1mtGjRAmfPnnWqz4E4I7aWwc5y2FoOW8tgZzlsLaey1txTcRFyc3ND8+bNjR6jRgIDA/lDLYStZbCzHLaWw9Yy2FkOW8vR0Zof1CYiIiIiolrhooKIiIiIiGqFiwqqkLe3N+bPnw9vb2+jR6n32FoGO8thazlsLYOd5bC1HJ2t+UFtIiIiIiKqFe6pICIiIiKiWuGigoiIiIiIaoWLCiIiIiIiqhUuKoiIiIiIqFa4qHBxixYtwmWXXYaAgAA0atQIY8aMwdGjR21uM3ToUJhMJps/06ZNM2hi5/XWW2+hW7du1hPM9OvXD+vXr7den5+fjxkzZqBhw4bw9/fHuHHjkJiYaODEzquy1nxO143nn38eJpMJDzzwgPUyPq/rhr3WfF7r8dRTT5Xr2KlTJ+v1fE7rUVlnPp/1io2NxW233YaGDRvC19cXXbt2xe7du63XK6Uwb948NGnSBL6+vhg+fDiOHz9erW1wUeHitm7dihkzZuD333/Hhg0bUFRUhBEjRiAnJ8fmdvfccw/i4+Otf1588UWDJnZezZs3x/PPP489e/Zg9+7duOKKKzB69GgcPHgQAPDggw/iu+++w6pVq7B161bExcVh7NixBk/tnCprDfA5rduuXbuwYsUKdOvWzeZyPq/1q6g1wOe1LpdccolNx99++816HZ/T+jjqDPD5rEt6ejoGDBgAT09PrF+/HocOHcIrr7yCkJAQ621efPFFvPbaa1i+fDl27twJPz8/XHXVVcjPz6/6hhTReZKSkhQAtXXrVutlQ4YMUffff79xQ9VjISEh6t1331UZGRnK09NTrVq1ynrd4cOHFQC1Y8cOAyesP8paK8XntG5ZWVmqffv2asOGDTZt+bzWr6LWSvF5rcv8+fNV9+7d7V7H57Q+jjorxeezTo899pgaOHBghddbLBYVERGhXnrpJetlGRkZytvbW/3nP/+p8na4p4JsZGZmAgBCQ0NtLv/0008RFhaGLl26YM6cOcjNzTVivHqjpKQEn3/+OXJyctCvXz/s2bMHRUVFGD58uPU2nTp1QsuWLbFjxw4DJ3V+F7Yuw+e0PjNmzMA111xj8/wFwOd1HaiodRk+r/U4fvw4mjZtijZt2mDixIn4559/APA5rVtFncvw+azHt99+i969e+Omm25Co0aN0LNnT7zzzjvW62NiYpCQkGDzvA4KCkLfvn2r9bz20Do1OTWLxYIHHngAAwYMQJcuXayXT5gwAa1atULTpk1x4MABPPbYYzh69CjWrFlj4LTO6a+//kK/fv2Qn58Pf39/fP311+jcuTP2798PLy8vBAcH29y+cePGSEhIMGZYJ1dRa4DPaZ0+//xz7N27F7t27Sp3XUJCAp/XGjlqDfB5rUvfvn3xwQcfoGPHjoiPj8eCBQswaNAg/P3333xOa+Soc0BAAJ/PGp06dQpvvfUWZs+ejblz52LXrl2YNWsWvLy8MGnSJOtzt3Hjxjb3q+7zmosKspoxYwb+/vvvcu9pnDp1qvXvXbt2RZMmTRAdHY2TJ0+ibdu20mM6tY4dO2L//v3IzMzEV199hUmTJmHr1q1Gj1UvVdS6c+fOfE5rcvbsWdx///3YsGEDfHx8jB6nXqtKaz6v9Rg1apT17926dUPfvn3RqlUrfPnll/D19TVwsvrFUee77rqLz2eNLBYLevfujeeeew4A0LNnT/z9999Yvnw5Jk2apG07fPsTAQBmzpyJdevWYfPmzWjevLnD2/bt2xcAcOLECYnR6hUvLy+0a9cOvXr1wqJFi9C9e3e8+uqriIiIQGFhITIyMmxun5iYiIiICGOGdXIVtbaHz+ma2bNnD5KSknDppZfCw8MDHh4e2Lp1K1577TV4eHigcePGfF5rUlnrkpKScvfh81qP4OBgdOjQASdOnOBrdR06v7M9fD7XXJMmTax76stERUVZ325W9ty98Chm1X1ec1Hh4pRSmDlzJr7++mts2rQJkZGRld5n//79AEqfpFQ7FosFBQUF6NWrFzw9PfHzzz9brzt69Cj++ecfm88BUM2VtbaHz+maiY6Oxl9//YX9+/db//Tu3RsTJ060/p3Paz0qa+3u7l7uPnxe65GdnY2TJ0+iSZMmfK2uQ+d3tofP55obMGBAudMFHDt2DK1atQIAREZGIiIiwuZ5bTabsXPnzuo9r2vzaXJyftOnT1dBQUFqy5YtKj4+3vonNzdXKaXUiRMn1MKFC9Xu3btVTEyM+uabb1SbNm3U4MGDDZ7c+Tz++ONq69atKiYmRh04cEA9/vjjymQyqZ9++kkppdS0adNUy5Yt1aZNm9Tu3btVv379VL9+/Qye2jk5as3ndN268IgtfF7XnfNb83mtz0MPPaS2bNmiYmJi1LZt29Tw4cNVWFiYSkpKUkrxOa2Lo858Puv1xx9/KA8PD/Xss8+q48ePq08//VQ1aNBAffLJJ9bbPP/88yo4OFh988036sCBA2r06NEqMjJS5eXlVXk7XFS4OAB2/6xcuVIppdQ///yjBg8erEJDQ5W3t7dq166deuSRR1RmZqaxgzuhO++8U7Vq1Up5eXmp8PBwFR0dbV1QKKVUXl6euvfee1VISIhq0KCBuuGGG1R8fLyBEzsvR635nK5bFy4q+LyuO+e35vNan5tvvlk1adJEeXl5qWbNmqmbb75ZnThxwno9n9N6OOrM57N+3333nerSpYvy9vZWnTp1Um+//bbN9RaLRT355JOqcePGytvbW0VHR6ujR49WaxsmpZSq5V4VIiIiIiJyYfxMBRERERER1QoXFUREREREVCtcVBARERERUa1wUUFERERERLXCRQUREREREdUKFxVERERERFQrXFQQEREREVGtcFFBRERERES1wkUFERERERHVChcVRERkmLNnz2Lo0KHo3LkzunXrhlWrVnEeIiInZFJKKaOHICIi1xQfH4/ExET06NEDCQkJ6NWrF44dOwY/Pz/OQ0TkRLingoiIDNOkSRP06NEDABAREYGwsDCkpaVV+f5Dhw6FyWSCyWTC/v3763yeyZMnW7e3du3aWm+PiKi+4KKCiIguCnv27EFJSQlatGhRrfvdc889iI+PR5cuXep8nldffRXx8fFat0NEVB94GD0AERFRWloa7rjjDrzzzjvVvm+DBg0QERFR5dv36NEDxcXF5S7/6aef0LRpU4fzBAUFISgoqNozEhHVd9xTQURE2k2fPh0DBw60e13z5s3x/PPPW/+7oKAAY8aMweOPP47+/ftr2f5XX32Frl27wtfXFw0bNsTw4cORk5MDANi/fz/+/vvvcn/KFhR1MQ8RUX3HPRVERKTVwYMH8fbbb+PXX3+1e31UVJT18w9KKUyePBlXXHEFbr/9di3bj4+Px6233ooXX3wRN9xwA7KysvDrr7+iKsclqYt5iIhcARcVRESk1UsvvYTLLruswt/yh4aGIiEhAQCwbds2fPHFF+jWrZv1g88ff/wxunbtWuPtx8fHo7i4GGPHjkWrVq0AoMqPVxfzEBG5Ai4qiIhIm+LiYqxZswZPPvmk9bJ//etf6NOnD+666y4AQFZWFnx9fQEAAwcOhMVi0TpD9+7dER0dja5du+Kqq67CiBEjcOONNyIkJKTS+9bFPEREroCfqSAiIm1OnjyJrKws62/2LRYLVq1ahYCAAOttDhw4gM6dO9fZDO7u7tiwYQPWr1+Pzp074/XXX0fHjh0RExNTZ9skInJ1XFQQEZE2GRkZAAB/f38AwI8//oj09HT4+PgAAH7//XfExsbihhtuqNM5TCYTBgwYgAULFmDfvn3w8vLC119/XafbJCJyZXz7ExERadOqVSuYTCb85z//gZ+fHx5++GFcc801+Oabb9CiRQtMmzYNw4cPr/DIUDrs3LkTP//8M0aMGIFGjRph586dSE5ORlRUVJ1tk4jI1XFRQURE2kRERODZZ5/F888/j9WrV+O5555Dr169MHr0aHzxxRe47rrrsGzZsjqdITAwEL/88guWLl0Ks9mMVq1a4ZVXXsGoUaPqdLtERK6MiwoiItJqzpw5mDNnjs1lp0+fFtt+VFQUfvjhB7HtERERP1NBRERObtmyZfD398dff/1V59uaNm2a9fMiRET0PyZVlbMBERERXYRiY2ORl5cHAGjZsiW8vLzqdHtJSUkwm80AgCZNmsDPz69Ot0dE5Cy4qCAiIiIiolrh25+IiIiIiKhWuKggIiIiIqJa4aKCiIiIiIhqhYsKIiIiIiKqFS4qiIiIiIioVrioICIiIiKiWuGigoiIiIiIaoWLCiIiIiIiqhUuKoiIiIiIqFa4qCAiIiIiolrhooKIiIiIiGrl/wBkf7wSlwtlyAAAAABJRU5ErkJggg==", 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", 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" ] @@ -1569,7 +1569,7 @@ "sns.despine(ax=ax)\n", "ax.set_xlabel(r\"$\\omega^2$ [s$^{-2}$]\")\n", "ax.set_ylabel(r\"Residuo $x_i - \\left(\\frac{y_i}{A} - \\frac{B}{A}\\right)$ [Kg$^{-1}$]\")\n", - "ax.set_title(\"Residui della regressione — Molla 1 (sonar dinamico)\")\n", + "ax.set_title(\"Residui della regressione — Molla 2 (sonar dinamico)\")\n", "ax.legend()\n", "ax.grid(True, linestyle=':', linewidth=0.5, alpha=0.7)\n", "\n",