From 6976e0ef91027d835af8aa464a55ce17f27d2030 Mon Sep 17 00:00:00 2001 From: Karthik Chandrashekara Date: Wed, 15 Mar 2023 11:29:21 +0100 Subject: [PATCH] Corrected minor bugs, added detailed plotting of crossed beam potential in different directions. --- ODTCalculations.ipynb | 417 +++++++++++++++++++++++++------- calculateDipoleTrapPotential.py | 158 ++++++++---- 2 files changed, 443 insertions(+), 132 deletions(-) diff --git a/ODTCalculations.ipynb b/ODTCalculations.ipynb index 41dfee5..e17aafb 100644 --- a/ODTCalculations.ipynb +++ b/ODTCalculations.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "a4246751", "metadata": {}, "outputs": [], @@ -20,10 +20,29 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "38c770ac", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\ProgramData\\Anaconda3\\envs\\py39\\lib\\site-packages\\scipy\\optimize\\minpack.py:833: OptimizeWarning: Covariance of the parameters could not be estimated\n", + " warnings.warn('Covariance of the parameters could not be estimated',\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "Power = 1.07*u.W\n", "Wavelength = 1.064*u.um\n", @@ -70,10 +89,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "0f3e80f7", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "v, dv, popt, pcov = extractTrapFrequency(Positions, TrappingPotential, options['axis'])\n", "plotHarmonicFit(Positions, TrappingPotential, TrapDepthsInKelvin, options['axis'], popt, pcov)" @@ -89,12 +119,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "8504f99f", "metadata": { "scrolled": false }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "Power = 40*u.W\n", "Wavelength = 1.064*u.um\n", @@ -160,10 +212,31 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "7afa7d82", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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x6aefFr28vERXV1cxPDxc/Ouvvypd+4iiKG7evFns0aOH6OLiIrZp00b89NNPdV7PbNy4Uezevbvo7Ows+vv7iy+//LK4ZcuWSu1SMZ5ff/1VHD58uOjv7y86OjqKzZo1E0eMGCGmpKRU2ZZEZDqCKIpivWfDiIiIiIiIiIjI5nGOKSIiIiIiIiIiMgsmpoiIiIiIiIiIyCyYmCIiIiIiIiIiIrNgYoqIiIiogdi9ezceeughtGjRAoIgYMOGDTU+Z9euXejduzecnZ3Rpk0bfPHFF5XqrFu3Dp06dYKTkxM6deqE9evXmyB6IiIiskVMTBERERE1EAUFBejevTs+/fRTveqfPXsWI0aMgFwux5EjR/D666/jxRdfxLp16zR1UlNTMWbMGEyYMAFHjx7FhAkT8Nhjj+H333831WkQERGRDeGqfEREREQNkCAIWL9+PUaNGlVlnVdffRW//PILTp06pSl79tlncfToUaSmpgIAxowZg/z8fGzZskVTZ9iwYWjcuDFWr15tsviJiIjINtibOwBrVVZWhgsXLqBRo0YQBMHc4RAREVENRFHEjRs30KJFC9jZsdM4IPWGioiI0CobOnQoli9fjpKSEjg4OCA1NRUzZsyoVCc2NrbK/RYVFaGoqEjzuKysDFevXoW3tzevm4iIiKxEfV07MTFVSxcuXEBgYKC5wyAiIiIDZWRkICAgwNxhWIScnBw0b95cq6x58+YoLS3FlStX4OfnV2WdnJycKve7cOFCzJs3zyQxExERUf0y9bUTE1O11KhRIwDSC+Th4VHr/ahUQJcuwIULVdfx9weOHwdkMj12uGULMHYs0LYtcPhwreOyFiUlJdi2bRsiIiLg4OBg7nAsGtvKMGwvw7C99GdTbTV4MHDoEPDll9Jnkw4pKcCDD9a8qw0bShEWVrfLlvz8fAQGBmo+w0lSsQeTepaH8uW66lTX82n27NmYOXOm5nFeXh5atmyJf/75B02aNDFG2FahpKQESUlJCAsLa/j/38vhefO8bQHPm+dtC65evYp77rnH5NdOTEzVkvpizMPDo06JqeTk6pNSAJCVBRw9CoSG6rHDoUMBQQDOnAEKCgA/v1rHZg1KSkrg6uoKDw8Pm3qDqA22lWHYXoZhe+nPZtrqxg0gLU26P2wYUMVn5bBhQECA9Fmna9ZLQRDh7X0bQ4e6wNnZOO3FoWR3+fr6Vur5dOnSJdjb28Pb27vaOhV7UZXn5OQEJyenSuVNmjTR7NcWqP+/e3t7N+z/7xXwvHnetoDnzfO2Jaa+duIEC2aWnW3cevDyAnr0kO7v2lWLiIiIiIxg716pW3Dr1kDLllVWk8mAuDjpfsVrHvXjyZP/1K/XMBksODgYiYmJWmXbtm1Dnz59NBfeVdXp379/vcVJREREDRcTU2amb4cmgzo+qbtWMTFFRETmov4M0qO7r0IBJCRIQ9fLCwgAfvxRheBgfX+doZs3byItLQ1pd3qrnT17FmlpaTh//jwAaYjdk08+qan/7LPP4ty5c5g5cyZOnTqFb775BsuXL8dLL72kqRMdHY1t27bh/fffx19//YX3338f27dvx/Tp0+vz1IiIiKiBYmLKzORy6cK7qp5xggAEBkr19BYSIt0mJ9c1PCIiotpRfwapP5N0UKmkaqtXA02aSKPQk5KAVauk27NngdGjdYzvoyr98ccf6NmzJ3r27AkAmDlzJnr27Ik5c+YAALKzszVJKgBo3bo1Nm/ejOTkZPTo0QPvvPMOPv74YzzyyCOaOv3798ePP/6IFStWoFu3boiPj8eaNWtw//331+/JERERUYPEOabMTD2EISpKSkKVn19DnayKjdVz4nM1uVx68l9/ARcvAtXMAUFERGR0BQXAH39I96tITCmVQHQ0kJl5tywgQPpMHDfubllZmQnjbIBCQ0M1k5frEh8fX6ksJCQEh2tYMCUqKgpRUVF1DY+IiIioEvaYsgBVDWHw9wdiYoCiIukXZZVKzx02aQJ06ybd53A+IiKqb/v2AaWlQKtWQFBQpc1KpfSDTPmkFCBNgB4VJW0nIiIiItvAHlMWQqEAIiOBpKRSbNmSBnf3nvjmGxnmzr1bR/1LskKhxw5DQ6Wl/HbtAh57zFRhWzRRFKFSqVBaWmruUCxCSUkJ7O3tUVhYCJXeWU7bxfYyDNtL4uDgABln6b47jE/H/FIqldRTSlenHlGUOvxOny59JrIpiYiIiBo+JqYsiEwGhISI2L69DO+8Y1fpol39S3JCgh7JqZAQKYtlg/NMiaKI69ev4/Llyzb9BbkiURTh6+uLjIwMLpWuB7aXYdhed3l5ecHX19e220HdW1fHML6UlMo9pcoTRSAjQ6qnx7zpRERERGTlmJiyMCoV8PXXXev+S/KgQdLtyZPApUtAs2amCNci5eTk4Pr16/Dw8ICHhwfs7e1t+wviHWVlZbh58ybc3d1hZ8dRvDVhexmG7SUl527duoVLly4BAPwMWk61ASkoAA4ckO7rSExl67nAnr71iIiIiMi6MTFlYfbsEZCb61Lldr1/Sfb2Brp2BY4fB3bvlrpa2QCVSoW8vDw0bdoUPj4+5g7HopSVlaG4uBjOzs42mzgwBNvLMGwviYuL9P596dIlNGvWzDaH9aWmAiUl0pKyrVtX2qxvvs5W83pEREREtsZ2vz1YKKP+kqzOXNnQcL6SkhKIogg3Nzdzh0JENsrV1RWA9H5kk8rPL6Wjt6pcLs2ZWFVHVkGQclpyuckiJCIiIiILwsSUhTHqL8k2mJhS49A9IjIXm3//Uc8vVUW3XplMmgIRqJycUj+OjeXE50RERES2gokpCzNwoAhv79sQBB2TTMHAX5LV80ydOAFcvmy8IImIiHS5dQv4/XfpfjXjzRUKaSEPf3/t8oAAPRf4ICIiIqIGg4kpCyOTAVOmHAdghF+SfXykeaYAaZ4pIgMIggBBEBAUFGTwc69fv46YmBjExMQgPj7e6LHpKzExEU888QTuuece2NnZac4pWUcvwvT0dIwdOxb33nsvGjduDEdHR7Rq1QrBwcH44IMPUFxcrFU/JiZGsz9d/3QdQ9cxq9uH+l99W716NcLDwxEYGAhXV1c4OjrC398fkZGRSEpK0ns/P/zwAx5//HF07NgRTZo0gaurKzp27IipU6ciPT29Uv2goKAq26A2f4dkBjXML1WeQgGkpwNJScCqVdLt2bNMShERERHZGk5+boGCg7Px448qzJplr7WkdkCAlJQy6KI9NFSaAD05GXjkEeMGSlSF69evY968eQCAkJAQTJo0ySxxbNq0CStXrtSrbmZmJtasWaNVlp+fjwMHDuDAgQPYv38/1q1bZ4owq+Xu7l7vx9yxYwe2b9+uVXbhwgX88ssv2LhxIzZs2ICHH364xv28++67+Pvvv7XK/v77b/z9999YvXo1du/ejZ49exo1djIzdUI2JKTKSaRUKmkBj+xsaVi6XM5he0RERES2jD2mLNTo0WKlX5JPnwaaNAFWr5au/VUqPXakXqrbBueZoroRRRGiKOrs2WItevfujXfeeQdbt25F9+7dq63btGlTLF68GCdPnkRBQQEuXryI6dOna7YrlUpcu3ZN53PVbVX+X2i1y2ZKgoKCdD539uzZmjpTpkzR61x17VsQhFq9fmFhYVAqlcjIyEBhYSGOHz+O3r17A5DO9ZtvvtFrP25ubpgxYwYOHz6M27dv48iRI+jUqRMA4ObNm5rkZUUTJ06s1CbW/HdoU8pPfK6DUgkEBQFhYcD48dJtUJBUTkRERES2iYkpCyaTSdf248YBV68CbdvW4mJePc/Un39ynikrt3XrVs2wppdffllT/sQTT0AQBNjb2yM/Px8AcPr0aU3dR+70lCssLMRzzz2HXr16oWnTpnB0dISbmxu6deuGOXPmoKCgQOt4uoZQlZSU4PXXX8e9994LFxcXODs7w9/fH0OGDMEnn3wCAJg0aRJalxvCs2vXLs2+9EnWGNOECRPw5ptvIiIiAs7OztXW7dChA2bOnIl7770Xrq6u8PHxwYwZMzTbBUGAo6OjqUPGrVu38OWXXwIAZDIZoqOjTX7Mih5//HGMHj0aAQEBcHJyQpcuXfDkk09qtuvbDklJSViyZAl69uwJZ2dn9OjRAzExMZrtf/31l7FDr3LoX2hoqGabOslVfihlaGgoNm7ciO7du8PZ2Rndu3fHpk2bUFZWhg8//BBBQUFo1KgR5HI5Dh06ZPS4G4Qa5pdSKoGoKGj1BAaArCypnMkpIiIiItvExJQVqNPFfNOmQJcu0n3OM2XVBg0aBCcnJwBSskdNfV+lUiElJQUAtOY3euCBBwBIialVq1bh6NGjuHLlCkpKSnDr1i0cP34c77zzDhR6jBF95ZVXsHDhQvz1118oLCxEUVERLly4gJ07d1YaBmfNRFHEpUuX8NFHH2nKpk6dCjc3N531/fz84ODggGbNmmH06NE4cOBArY8dHx+Pq1evAgAeeeQRs8+tVFJSguPHj+O7774DADg5OeG5557T67keHh6Vym7duqW537JlS53PW79+Pdzd3eHk5IQOHTrglVdeQV5eXi2i19/x48cxatQoHDt2DEVFRTh27BhGjRqFRx99FC+//DLOnTuHmzdvYs+ePRg2bJgmCUzlqOeXCggA2rTR2qRSAdHRgKhjXQ912fTpevYEJiIiIqIGhYkpC2eUi3n1L9e2PJxPFIGCAsv5p+sFrYGLiwuCg4MBAIcPH8aNGzfw33//ITMzE3Z20n9ldUJKV2LKxcUFy5Ytw7///osbN26guLgYp0+fRo8ePQAA27Ztw/Hjx6uNYceOHQCA1q1bIzMzE4WFhUhPT0dCQoKmZ1Z8fDzOnj2reU5ISIhmOFZNE4LHx8frNRm4KScEHzt2LOzs7ODn54fY2FgAwKxZs/D5559X+ZycnByUlpbi8uXL2LBhAwYMGIDNmzcbfOyysjLNMQHgpZde0ut5uiZRP3fuHADptTJ0UnZASmSqe4l169YNhw4dQtOmTbF582aEqIcIG+jq1at49913NY+ff/55nfXy8/NRUFCA4uJi/PPPP/jggw/Qr18/kyaDrl69ivnz5yM/Px8vvPACAKC0tBRKpRJxcXHIy8vTzKt15cqVWr2+DV75YXwV/o+mpFT+caU8UQQyMqR6RERERGRbmJiycEa5mGdiShpi4u5uOf/K9RoxhDrJpFKpsHfvXk1vqaioKAB3E1Lq8pYtW6J9+/YApJ4uRUVFeOqpp9CyZUs4OzujXbt2SEtL0+z/5MmT1R6/bdu2AICsrCzMmzcPy5Ytw99//40hQ4ZoDXtraBYvXlwpidKrVy/Ex8fjv//+w+3bt3Hq1ClEREQAkBIa5een0tfGjRvx77//AgDkcjn69u1b59iN6fLlywavzKd24cIFDB48GKdPnwYAvPHGG5UmUJ86dSp27NiBS5cu4ebNm/j111/RuHFjANKwv08//bTuJ1EFPz8/vPLKK2jUqBGGDx+uKff398cLL7wADw8PjBgxQlPOOa90UPfk1JG4zM7Wbxf61iMiIiKihoOJKQtnlIt5zjPVYKgTU4CUfFInoNTJpiNHjuDw4cPIvJPNLF9/yZIleOGFF7Bnzx5cu3YNZWVllfZ/+/btao8fGxuLgQMHori4GF999RVefPFFDB06FM2aNcOsWbPqfH6TJk3SORm4rn+m8uOPP0KlUiE7OxsffPAB7O2lxUuXLl2qlcR7+OGHMXHiRLRu3RrOzs7o2LGj1qTg//77L65cuWLQsRcvXqy5r29vKUD3JOqtWrUCAJw9e9bgSdkBwNnZGaIoorCwECdPntQM9bx586bBSciTJ08iODgYR48eBSCt1le+55Ta66+/jsGDB6Np06Zwc3PDyJEjtf6u9u3bp/cxK/6NlJaWVlu/TZs2mp6HLi4umnL1JPIANENpAalHGZVTw/xSfn767UbfekRERETUcDAxZeGMcjHftCnQubN031bnmXJ1BW7etJx/rq61Oo0+ffrAy8sLgNQ7Kjk5GTKZDAMGDEBISAhUKhXeeecdTf3yiamVK1dq7sfFxeHWrVsQRVGvuaXUWrVqhZSUFFy8eBE7duzAV199hfvuuw8lJSVYsmQJ9u/fDwC1HmpnCUP5AMDOzg7NmjXDlClTNKvIAcDff/+tua/SMX62YlzqRIc+Dh06pJkj7J577sFDDz1kaNgm4eTkhHvvvRdvvvmmpqx8O9Rk9+7dGDhwIM6fPw8HBwd89913eOONNyrV09WeFenTnurkUfm5rMrKyvDff/9V+zx1AlLfcqpg/36guBjw95dW6qhALpemnqrqv64gAIGBUj0iIiIisi1MTFk4o13Mq3/BLjdptk0RBMDNzXL+1TKxIpPJND1eDhw4gHPnzqFXr15o1KiRZt6fn3/++c4pCxgyZIjmueW/YLu7u0MQBPz888/YtGmT3sdftGgRVq5cifz8fPTr1w+PPfYYunfvrtl+/vx5AIC3t7em7Ny5c7h27ZrhJ2sEt27dwpUrV3DlyhWtHjN5eXmacrWYmBh89913OHPmDIqKipCbm4v4+Hit4Y3t2rXT3O/SpQs+//xzpKeno7i4GH/99Reeeuopre1NmjTRPFb3vKkqqVa+t9SMGTPqnHxLT0+HKIoGT56ek5OD5557DklJScjJydHM87RgwQJNnfLtAEjnJpPJNMPu1H766SdERETg2rVr8PT0xG+//YYJEyboPO7KlSsRFRWF3377DdevX0dBQQE2bdqEJUuWaOroM7eV+nyvXLmC/fv3QxRFfPTRR8jmGDHTqmZ+KUBaZTYuTrpfcbP6cWysVI+IiIiIbAsTUxbOaBfz6sRULeaGIcui7gWlHoqnTlSpb9VDmLp27YpmzZppnqeenBwAJk+eDBcXFygUCgQEBOh97G3btuGJJ55A+/bt4ebmBk9PT3z11VcAgEaNGkF+J0Pq7u6Orl27ApASJE2aNIEgCIiJial2/8Yeyrdo0SI0bdoUTZs2xaFDhzTlo0aN0pSrJScnY+LEiWjXrh2cnZ3RrFkzzJgxQ5PQeuKJJ9C7d29N/b/++gvTpk1D69atNb2Ktm3bBgBwdXWtdrL0ijIyMrB27VoAgI+PDyZOnKj3cwHdk59X9a+myc8LCwuxdOlSDB48GH5+fpqV8RISEgAAjo6OWLRokV5xvfLKKygqKgIgJQOHDBlSZc+3srIyrFu3DsOHD0fjxo3h7u6OBx98ULNC4f33349p06bVeMwnn3xSc79///7w8PDASy+9BNda9lIkPan/rqpJHioUQEKC1KmqvIAAqdyAzptERERE1IAwMWUFjHIxz3mmGozw8HCtx+peJG3bttVKMpUfxgdIK8u9/vrrCAoKgpOTE7p3747169dj4MCBeh970qRJePjhh9GqVSu4ublBJpPBz88PjzzyCFJSUuBXbkzp999/j9DQUHh6etbmNOvdE088gYiICAQEBMDZ2RkODg7w9fXFsGHD8MMPP+C7777Tqv/VV19BoVCgbdu2cHd3h6OjI9q0aYMpU6YgLS3NoHb9+OOPNQmwadOmac1xVN+aNGmCadOmoVevXvDx8YG9vT1cXV3RoUMHPPPMMzh06JDW5ODGMmTIEMydOxcDBw5EixYt4ODgAHd3d/Tt2xcffPABdu3apVe7vPzyy3j99dfRqlUrODo6omPHjtiwYYPFTSTfoJSfXyosrNJmlUrKW61eDTRpApw5I/1GsmqVdHv2LJNSRERERLZMEE05i3ADlp+fD09PT+Tl5cHDw8No+y0pKcHmzZsxYsQIODg4aG1TqaTV97KzAXVHmEuXpPml5HI9ek116QKcOCFls8r1nrFmFdursLAQZ8+e1UxITXeVlZUhPz8fHh4eBs19ZKvYXoZhe91V0/tQde/zVmnHDuCBB6RfTzIytLr3KpVAdLT26rIBAVJPYH2TUcZsL1N9dlPN1G1/5coVreHeDV2D+/+uJ543z9sW8Lx53rYgNzcXPj4+Jr92su1vD1ZGJpNG5Dk5AZMmSd8Dxo+XfqAOCpK+AFRL/Ut2DUN5iIiI9FbF/FJKJRAVpZ2UAoCsLKm8xs8sIiIiIrIJTExZmTpd6HOeKSIiMjZ1YqrcMD6VSuoppatPtrps+nSpHhERERHZNiamrEidL/TVk9KeOCGNASQiIqqL8vNLqX/8gDTsvOIPKOWJojTqLyXFtOERERERkeVjYsqK1PlC38cHuLNSGnbvNnp8RERkY/btA0pKpImj2rTRFGdn6/d0fesRERERUcPFxJQVMcqFvvoXbc4zRUREdVV+GF+5+aXKLdBZLX3rEREREVHDxcSUFTHKhT7nmSIiImMpP/F5OXK51ImqXK5KiyAAgYFSPSIiIiKybUxMWRGjXOgPGiTdnjzJeaaIiKj2CgqAAwek+xUSUzIZEBcn3a/4maV+HBsr1SMiIiIi28bElBUxyoW+jw/QrZt0f9cuY4dIRES2Qj2/VMuWQOvWlTYrFEBCAuDvr10eECCVKxT1FCcRERERWTQmpqyMUS70Oc8UERHVVflhfFV05VUogPR0afT4qlXS7dmzTEoRERER0V325g6ADKdQAJGR0up72dnSnFL9+0s/Xq9eLT2Wy6vpORUaCnz8MeeZIiKi2qtifimVSvvzSS6vVIWIiIiISIOJKSslk9290FcqgbZtgczMu9sDAqRhfzp/lQ4JkX7dPnUKuHgRaN68PkImIqKG4ubNu/NLhYVpipVKIDragM8jIiIiIrJ5HMpn5ZRKICpK+0sAAGRlSeVKpY4nNWnCeaasXF5eHhYvXoywsDA0bdoUjo6O8PHxQadOnfD444/j+++/R2lpqbnDNFh6ejoEQYAgCAg1cxeLp556Co0bN4ZMJtPEZGdnh8aNGyMsLAxr1qyp0/7j4+MRExODmJgYXL9+3ThB62nDhg2aY6enp1farj7foKCgWu3fkl5HMpF9+4DSUqBVK+DO30mtPo+IiIiIyOaxx5QVU6mkX6ZFsfI2UZQ6RU2fLg37qzSsLzQUOHpUGs732GP1EK310zU8xRwrSqWmpuLRRx9FVlaWVnlubi5yc3Nx6tQprFq1CsOHD4ePj0/9B9iAiaKI69evIzk5GcnJyUhLS8PChQtrta/4+HjsupMYnjRpEry8vIwYafU2bNiAb7/9FgAQGhpa6wQU2TD1UPA7icc6fR4RERERkU1jjykrlpJS+Zfp8kQRyMiQ6lWiHnrBeab0olRKnQLCwoDx46XboKD67wHw33//Yfjw4ZqkVEhICJKTk1FQUIDbt2/j1KlT+Pzzz9GvX7/6DcxIgoKCIIoiRFFEsgVNzj937lyIoogbN24gJiZGU75o0SKcP3/efIGZiPo10NWbigjA3fml7nyW1OnziIiIiIhsGhNTViw7uw71Bg2SfsL++2/9d2SjLGl4yty5c5GXlwcA6Nu3LxITExESEgJXV1c4OzujY8eOePbZZ5GamqrVW2rZsmUIDw9H586d0ahRIzg6OiIgIABjx47FsWPHtI4RGhqqGYZVPjERExOjKY+Pj9eU79u3D8OGDYOPjw/s7e3RuHFjdO7cGRMmTMB///2nqffrr78iJCQEjRs3hr29Pby9vdGjRw9MnjwZ165dA1D1ELATJ07g0UcfRYcOHTTP9/LywsCBA/HNN99ALNdNIzk5WbOPSZMmYeXKlejevTtcXFzQvn17fPTRR1r1DeHu7o45c+agUaNGAICysjIcUM+zA+D06dOYPHkygoKC4OjoCA8PD/Tv3x9fffWV5pjq+HaVG0bbunXrSm0uiiLi4+MxaNAgeHl5wdHREUFBQXjuueeQk5NT5WuWmpqKiRMnwtvbG15eXhg+fDjOnDmj1b7q3lIAEBYWpnmuOhmoayhfdnY2Hn/8cXTu3Bne3t5wcHCAh4cH+vTpgyVLlljl0FGqpRs3gIMHpft3/p/W6fOIiIiIiGwah/JZMT+/OtRr3Bjo0QM4ckT65XvcOCNG1nBY0vCUsrIybNy4UfN41qxZcHBw0Ou5mzdvxs6dO7XKsrKysGbNGmzatAmHDx9G+/btDY4pMzMTQ4cOxc2bNzVl169fx/Xr13Hy5ElMnDgRbdq0waFDhzB69Git5MXVq1dx9epVHD16FLNnz0bjxo2rPM6///6LhIQErbK8vDzs3bsXe/fuxcWLFzF79uxKz/vll1+0kjCnT5/GzJkz4evri3FG/pvfv38/wsPDtdqipKQEqampSE1NRWJiot7zUomiiPHjx+PHH3/UKj937hyWLl2K9evXY9++fTqH4I0cOVKT6AOA3377DQ899BCOHz9euxO74+LFi1i1apVW2Y0bN3Do0CEcOnQIf/31FxYtWlSnY5CV2LNHenNs3VqaYwp1/DwiIiIiIpvGHlNWTC6XVjsSBN3bBQEIDJTq6cThfDWypOEpubm5mt5SANBNPYE9gK+//lrTy0X977XXXtNsnzZtGg4cOIAzZ86gqKgIubm5ePPNNwEAN2/exBdffFGrmA4cOKBJxHzwwQcoLCzE1atXcejQISxcuBC+vr4AgF27dmmSUmvWrEFxcTEuXbqEffv2Yc6cOXB3d6/2OF27dsWmTZuQlZWFwsJC3L59G/v27YOrqysAYPHixTp7QV27dg1LlixBXl4ePvnkE015+WSVIQoKCjBv3jzcuHEDAGBnZ4f77rsPADB58mRNW8yePRvXr1/HoUOHEBgYCABYu3YtEhISEBoaClEUERISotnv2bNnNcPngoKCoFQqNUmpSZMmITs7G4WFhZrEUHZ2Nl5++WWdMfr7++Ovv/5CZmYm7r33XgDAqVOncPDgQc1QyYkTJ2rqJyUlaY5d3UTlLVq0wLp163Du3DkUFBSgqKgIx44dQ0BAAADgm2++0fr7pAZM/ZlRbjW+On8eEREREZHNYmLKislk0hLcQOUvA+rHsbHV9ORhYqpGljQ8pWLipbCwUO/n+vr6YvHixRg0aBAaNWoEb29vvPvuu5rtJ0+erFVMbdq00dxftWoVFixYgC1btsDBwQGvvvoqunTpAgBo27atpt5nn32G999/H8nJyfDx8cG8efM0Cazq4t+/fz+GDx8Ob29vuLq6on///rh16xYAKWl36dKlSs/r2bMnZsyYAQ8PD0yaNElTbujcSfPmzYMgCHB3d8e8efM05S+99BJatmyJ06dPa9rQx8cH77zzDjw9PdGrVy/MnDlTU/+XX37R63jr16/X3I+Pj4efnx+cnZ0xfvx4Tflvv/2m87nz589Hhw4d4O/vjxEjRmjK6zpfVJMmTXD27FlERUVp4unWrRsy72RuVSoV/v333zodg6yEjsRUnT+PiIiIiMhmMTFl5RQKICEB8PfXLg8IkMoVimqeLJcDdnbA6dPVdwuyYZY0PMXHxwceHh6ax+WTSVOmTIEoipg7d26l5507dw79+/fHmjVrkJWVheLi4kp1bt++rfOY5ZNhuuYQ6tGjBz788EN4eXnhyJEjePvtt/H444+jW7duuOeee/Dnn38CACIjIzFr1iy4urpi9+7deOutt/DYY4/hnnvuQe/evXHhwoVqz33s2LF45513cOzYMRQUFOjsHaXrHNQ9hgDAzc1Nc9+QpF55giDA09MTgwYNwg8//ID3338fgDTMTS0gIACyct++yw+3K1+vOvrUu3nzJoqKiiqVG/uc1WbMmIGXXnoJBw8eRH5+vs7XoK7HICuQlwccPizdr9DDrk6fR0RERERksxpUYqr8pMcV/x1UT9QK6Nxe26FMlkChANLTpR+xV62Sbs+e1eNLgKcn0KuXdN+CVkCzJJY0PMXOzg4PPfSQ5vGiRYugUqlqfN6GDRtQUFAAABg0aBAyMjIgimKVvXecnZ0199U9kgBpfiZdZs2ahcuXLyMtLQ3r1q3DG2+8AZlMhtOnT+Oll17S1Pvwww9x9epVHDx4ED/99BOee+45AMDhw4fx9ttvVxn/9evX8euvvwIAnJycsGfPHpSUlEAURTRp0qTacy8/B5dQ1YuoB/WqfGVlZbh+/Tp27dqFxx9/XLO9efPmmvuZmZlar0v5nkrl61UXT/l6q1ev1gy1K/+vrKwMTk5OlZ6rzznXpi1++OEHzX2lUomioiKIoohe6vcQsg0pKUBZGdCunfTmWEGtP4+IiIiIyGY1qMRU//79kZ2drfVvypQpCAoKQp8+fbTqrlixQqte+TlXrJFMJv14PW7c3R+xk5OB1aul2yrzFxzOVy1LG54SExOjWRHu2LFjePjhh/HHH3+gqKgIeXl5mmFV5dnb313jwMHBAW5ubjhz5ozWUL7yyvfwUSeE9u7diw0bNlSqe/LkSbz55ps4ePAgfH198dBDDyEqKkqTMDl//jwAaY6pBQsW4MSJEwgKCsKoUaMwatQozX7U9XSxt7fXJFLs7OzQqFEj3L59G3PnzsXVq1erfF59ateunaan0pUrVzSrJ6alpeGjjz7S1Hv44Yc19729vTX3jx49qtUDafTo0Zr7s2fPxq5du1BYWIi8vDwkJyfj6aef1iT2aqP8sY8dO4aysrIan1P+76hRo0YoLS3FsmXLcOTIkVrHQVZIxzA+lUr78wbQ/jzi8D0iIiIiqk6DSkw5OjrC19dX88/b2xu//PILnn766Uo9BLy8vLTquri4mClq41MqgaAg6XvD+PHSbVCQVF4JE1M1sqThKe3atcOvv/6KZs2aAZBW2+vbty+cnZ3h5eWF5cuXV3rOiBEjNJOE79ixA02aNEG7du1w/fp1nceYMGGC5v5rr70GT09PDBw4UCsxoXb16lXMnz8f/fv3h6+vLxwdHdGzZ09NTyv1HEcZGRl444030Lt3bzRt2hSOjo4IDw/XirEq7u7uGDp0KABpuF737t3h4eGBL774Al5eXtW0Vv36+uuvNe08f/58eHl5oWfPnpqkm0KhQFRUlKZ+//79NfdHjRoFOzs7TVJQoVBo5pNKT09HaGgoXFxc4OXlhbCwMKxYsUKrN5uhyh87OjoaMpmsxl5U5WMPDw+Hm5sbZsyYAf+K/zGoYauQmDLo84aIiIiISIfK3zQbkF9++QVXrlzRmvRY7fnnn8eUKVPQunVrTJ48GVOnToWdXdV5uqKiIq35XPLz8wFIy8GXlJQYLWb1vmq7z/XrBYwdK4PU+eLuF82sLBFRUcCPP6owenS5uWHuvx/2MhmEs2dRcvq0Zulva1GxvdRDvMrKyvTqBaKvUaOAhx6SRrFkZ0tzSsnlUk8AIx5GLwMHDsSff/6JZcuWYdOmTTh16hQKCgrg7e0NX19fdO/eHQ899BAiIiJQVlaGVq1a4ddff8Xs2bNx/PhxeHp6Yvz48RgyZIhWQkjdXsHBwfj++++xcOFCnDlzBk2bNsXs2bNx8+ZNzJ8/X1O3rKwMQUFBeO6555Camorz58/j2rVrcHJywj333IMxY8Zg5syZKCsrQ8+ePTF58mQcOHAAWVlZyMvLg6urKzp37oxJkybhmWee0fmaqR9/++23ePnll7FlyxYUFBSgf//+iI2NxciRIzUJNvXzy+9D/begiyF/H9XtR61fv344dOgQ3nvvPezcuRM5OTlwcnJC586d8eSTT2Lq1KmaYXgA8Oyzz+LMmTP4+eefkZ2drdm/+va7777D0KFDER8fj7S0NNy4cQM+Pj5o1aoVhgwZgjFjxuiMqXwblO+FVb581KhRmDNnDr777jtkZmZq5g+ran+AtOqik5MT1q5di6tXr6Jnz55YtGgR3nzzTa2eerraypj/F61BWVkZRFFESUmJ1nxjanV9nzebq1dhn5YGAUDJgAFY/1OpYZ83tWTM9rK6NiciIiKyAYKoawbbBkL9pXvz5s1a5e+++y6GDBkCFxcX7NixA3PmzMHs2bPx5ptvVrmvmJgYrdW41FatWqXpJWFuKhUwdWoEcnOdUf5Lwl0ifHxu48svE7WGVshffRVN/v4bh194ARlDhtRXuCZhb28PX19fBAYGwtHR0dzhEJENKi4uRkZGBnJycnQuGmCtfH//HfcvXIgbAQFIjPu0Vp835nbr1i2MHz8eeXl5WotJkOnl5+fD09MTV65c0RpO3NCVlJRg8+bNGDFihNYcgA0dz5vnbQt43jxvW5CbmwsfHx+TXztZRY+pqpJC5R08eFBrHqnMzExs3boVP/30U6W65RNQPXr0AAC8/fbb1SamZs+erbXse35+PgIDAxEREWHUF6ikpASJiYkIDw83+A9+1y4BubnVvaQCrlxxhYfHSISE3M1H2u3dC3zwAXpcv46u1QypskQV26uwsBAZGRlwd3fXmsSbpJ4sN27cQKNGjeo0EbitYHsZhu11V2FhIVxcXDBo0CCd70N1eZ83J7sdOwAAriNGwMNjZK0+b2rDmO2l7u1MRERERJbDKhJTzz//PMaOHVttnfITNgPS5Obe3t5akw1XpV+/fsjPz8fFixe1VsMqz8nJqcoVsEzxxaI2+718Wd969tDa9QMPAB98ALtdu2Bnb1/1EnQWTN1eKpUKgiDAzs6u2qGZtkg9nErdPlQ9tpdh2F532dnZQRCEGt/HTfX5YTK7dgEAZEOG4PJl/S4fKn3e1IEx2suq2puIiIjIRlhFYsrHxwc+Pj561xdFEStWrMCTTz6p10XokSNHNJNHWzM/v1rWGzAAcHAAzp+X1vVu08bosRERkRW7cgU4dky6HxoKv5P6PU3fzyUiIiIisl1WkZgy1M6dO3H27FlMnjy50raNGzciJycHwcHBcHFxQVJSEt544w1MnTpVZ48oayKXSyvFZWUBumYOEwRpu1xeYYObG3DffcDevdKKS0xMERFReXd6S6FzZ6BZM8i9a/l5Q0RERERUQYMcb7F8+XL0798f9957b6VtDg4OWLp0KYKDg9GtWzfExcXh7bffxuLFi80QqXHJZEBcnHS/4mg89ePYWOieiPbO0t+apcCJiIjU1J8Ndz4r6vR5Q0RERERUToNMTK1atQp79+7VuW3YsGE4cuQIbty4gYKCAhw/fhzR0dGwt28YnccUCiAhAfD31y4PCJDKFYoqnlg+MdUAFmpswItNEpGFa5DvPxUSU0AdPm+IiIiIiMppGNkY0qJQAJGRQEoKkJ0tzfHRvz+wbx+werX0WC6v8Et2cDDg6AhcuAD88w/QoYPZ4q8LBwcHCIKAgoICuLi4mDscIrJBt27dAtCAJtq+eBE4eVLqChUSorVJ1+dNpc8XIiIiIqJqMDHVQMlkQGiodF+pBNq2BTIz724PCJCGYWh+0XZxkbJXycnSL+NWmpiSyWTw9PTE5cuXUVRUBA8PD9jb29v88vWAtGpacXExCgsLbX7VNH2wvQzD9pJ6St26dQuXLl2Cl5cXZA0lO6PuLdW9O+DtXWlz+c8bsgxLly7FBx98gOzsbHTu3BmxsbGQVzHh16RJk/Dtt99WKu/UqRNOnDgBAIiPj8dTTz1Vqc7t27fh7Oxs3OCJiIjI5jAx1cAplUBUVOXReVlZUrnWcIuwsLuJqWefre9QjcbX1xcuLi64dOkS8vPzzR2OxRBFEbdv34aLiwsTdXpgexmG7XWXl5cXfH19zR2G8egYxqdSsZeUpVqzZg2mT5+OpUuXYsCAAfjyyy8xfPhwnDx5Ei1btqxUPy4uDu+9957mcWlpKbp3745HH31Uq56Hhwf+/vtvrTImpYiIiMgYmJhqwFQqIDpa95RRoiiNypg+XRqGIZNB+tIxd+7deaas9MulIAjw8vKCp6cnVCoVSktLzR2SRSgpKcHu3bsxaNCghjPEyITYXoZhe0kcHBwaTk8ptQqJKaVS+mypthcumc2SJUswefJkTJkyBQAQGxuLrVu34vPPP8fChQsr1ff09ISnp6fm8YYNG3Dt2rVKPaQEQWhYCVciIiKyGExMNWApKdpfHCoSRSAjQ6oXGgrgvvukIX2XLwMnTgBdutRXqCYhCALs7e0bzMT2dSWTyVBaWgpnZ2ebThzoi+1lGLZXA5WZCfz7L2BnBwwaZFgvXKp3xcXFOHToEF577TWt8oiICOzbt0+vfSxfvhwPPPAAWrVqpVV+8+ZNtGrVCiqVCj169MA777yDnj17Gi12IiIisl38xt6AZWcbWM/JCRg4EEhMlH4ht/LEFBER1ZG6t1SvXlC5exrWC5fq3ZUrV6BSqdC8eXOt8ubNmyMnJ6fG52dnZ2PLli1YtWqVVnnHjh0RHx+Prl27Ij8/H3FxcRgwYACOHj2K9u3b69xXUVERioqKNI/VQ+tLSkpQUlJi6KlZLfW52tI5Azxvnrdt4HnzvG1BfZ0vE1MNmJ9fLeqFhd1NTL3wgkniIiIiK6FOTA0ebHgvXDKbivO8iaKo19xv8fHx8PLywqhRo7TK+/Xrh379+mkeDxgwAL169cInn3yCjz/+WOe+Fi5ciHnz5lUqT0pKgqurqx5n0bAkJiaaOwSz4HnbFp63beF52wb1atOmxsRUAyaXS/N+ZGXp/oVbEKTtWgv1qCe3TU4Gysqk4RtERGSbys0vZXAvXKp3Pj4+kMlklXpHXbp0qVIvqopEUcQ333yDCRMmwNHRsdq6dnZ26Nu3L/79998q68yePRszZ87UPM7Pz0dgYCDCwsLgrWN1x4aqpKQEiYmJCA8Pt6lhzjxvnrct4HnzvG1Bbm5uvRyHiakGTCaTJqONipKSUOWTU+ofTmNjKwy56N0bcHcHrl0Djh4FOH8EEZFtOnsWSE8H7O2BgQPh94d+T9O3ty4Zn6OjI3r37o3ExESMHj1aU56YmIjIyMhqn7tr1y6cPn0akydPrvE4oigiLS0NXbt2rbKOk5MTnJycKpU7ODjY1AW9Gs/btvC8bQvP27bY2nnX17myO0wDp1BIk9H6+2uXBwRUMUmtgwMwaJB0X/1LORER2R71Z0DfvoC7u6YXblUjwgQBCAys0AuX6t3MmTPx9ddf45tvvsGpU6cwY8YMnD9/Hs8++ywAqSfTk08+Wel5y5cvx/33348uOuaXnDdvHrZu3Yr//vsPaWlpmDx5MtLS0jT7JCIiIqoL9piyAQqFNBltSoo0xMLPT/riUOXktGFhwObN0peSct3wiYjIhpSbXwqoZS9cqndjxoxBbm4u3n77bWRnZ6NLly7YvHmzZpW97OxsnD9/Xus5eXl5WLduHeLi4nTu8/r165g6dSpycnLg6emJnj17Yvfu3bjvvvtMfj5ERETU8DExZSNkMu3JaFUqaRopnYkq9TxTu3cDpaXSMA4iIrIdoqg1v5SauhdudLT2ROgBAVJSqlIvXDKLadOmYdq0aTq3xcfHVyrz9PSsdnLTjz76CB999JGxwiMiIiLSwoyDDVIqdX+piIu786WiRw/Aywu4fh04fBjgL6JERLbl9Glp5QxHRyA4WGuTwb1wiYiIiIiqwcSUjVEqpWEYFVfpy8qSyqV5p2RASAjw88/SL+ZMTBER2ZadO6Xb4GDA1RUqVeVEVPleuEREREREtcXJz22ISiX1lKqYlALulk2fLtVTzymi+XJCRES2Q/3eP3gwlEogKEga0Td+vHQbFCT90EFEREREVFdMTNmQlBTt4XsViSKQkSHV0ySmUlKA4uJ6iY+IiCxAWZlmfiml7FFERVX+7FD3smVyioiIiIjqiokpG5KdbUC9zp2Bpk2B27eB3383aVxERGRBTpwALl+GysUd0Z931K+XLRERERFRLTExZUP8/AyoJwgczkdEZIvu9JZK6fJ/yMwSqqym1cuWiIiIiKiWmJiyIXK5tPqeUMX3DEEAAgOlegDuJqbUS4YTEVHDd+fHiOy2A/Wqrm9vXCIiIiIiXZiYsiEyGRAXJ92vmJxSP46NLbfktzoxlZoK3LpVHyESEZE5qVRAcjIAwC/kHr2eom9vXCIiIiIiXZiYsjEKBZCQAPj7a5cHBEjlCkW5wrZtpQ3FxcC+ffUaJxERmcGRI0BeHuDpCflT7QzrZUtEREREVAtMTNkghQJIT5dG6K1aJd2ePVshKQVwnikiIlujfq8PCYHMyd6wXrZERERERLXAxJSNksmA0FBg3DjptsovFkxMERHZDvWcgnfe+w3qZUtEREREVAv25g6AzE+lklZVys6W5gqRy8slqsLCpNs//gDy8wEPD7PFSUREJlRcfHeJPfWPEpCST5GR1XxOEBERERHVARNTNk6pBKKjgczMu2UBAdIk6QoFgJYtgXbtgNOnpW8lI0eaLVYiIjKhgweBggKgaVOgc2etTepetkRERERExsahfDZMqQSiorSTUgCQlSWVK5V3Cjicj4io4VO/x4eGQiXaITkZWL1aWqRPpTJnYERERETUkDExZaNUKqmnlChW3qYumz79zpcR9XC+HTvqKzwiIqpvdxJTysaTERQkvfWPHy/dBgWV+7GCiIiIiMiImJiyUSkplXtKlSeKQEbGnelG1Impo0eB3Nx6iY+IiOrR7dvAvn1QYjSivoqouSctEREREZGRMDFlo7KzDajXvDnQpYtUoF6xiYiIGo69e6EqLkW07FP9etISERERERkJE1M2ys/PwHqcZ4qIqOHauRMpkCNT1QKAoLOKVk9aIiIiIiIjYWLKRsnl0up7gu7vHxAEIDBQqgcAGDJEuuU8U0REDc+OHciGfr9Y6NvjloiIiIhIH0xM2SiZDIiLk+5XTE6pH8fGSvUAAIMGAXZ2wD//VD85FRERWZe8POCPP+AH/TJO+va4JSIiIiLSBxNTNkyhABISAH9/7fKAAKlcoShX6OUF9Okj3edwPiKihmPXLqCsDPJ2OYb1pCUiIiIiMgImpmycQgGkp0tzmq9aJd2ePVshKaXGeaaIiBqeO+/psgfCDOtJS0RERERkBExMEWQyIDQUGDdOugWA5GRg9WrpVrMCkzoxtWMHdC7bRERE1kc9d+DgwYb1pCUiIiIiMgJ7cwdAlkWpBKKjtaeRCgiQ5qNSDBsAODpKG0+fBtq3N1+gRERUdxcvAn/+Kd0PCwMgJZ8iI6XV97KzpTml5HL2lCIiIiIi02BiijSUSiAqqnJnqKwsqTwhwRWK4GBpPpIdO5iYIiKydklJ0m337oCPj6ZY3ZOWiIiIiMjUOJSPAEjD9aKjdY/QU5dNnw6owh6QHnCeKSIi63fnvVwV9oDuIdxERERERCbGxBQBkIZslB++V5EoAhkZQEqTSKlg506grKx+giMiItPYuRNKjEbQD+8gLAwYP14a0RcUJPWiJSIiIiIyNSamCIA0j4he9bzuBdzcgNxc4Phx0wZFRESmc+4clGe6IQoJyLzirLVJPYSbySkiIiIiMjUmpgiANLmtXvUC7YFBg6QH6pWciIjI6qi2JyEacZBGawta27SGcHNYHxERERGZEBNTBEBacSkgABAE3dsFAQgMlOphyBCpkIkpIiKrlfJjFjIRiKouBTRDuFPqNy4iIiIisi1MTBEAaQWmuDjpfsXklPpxbOyd5cIHD5YKdu8GSkrqK0QiIjIWUUT2wWomFixH36HeRERERES1wcQUaSgUQEIC4O+vXR4QIJUrFHcKuncHvL2BmzeBAwfqPU4iIqqjU6fgl3dKr6r6DvUmIiIiIqoNJqZIi0IBpKcDSUnAqlXS7dmz5ZJSAGBnJy3bBHA4HxGRNdqxA3KkIMDpsn5DuImIiIiITISJKapEJgNCQ4Fx46RbAEhOBlavlm5VKnCeKSIia7Z9O2QoQ1yUNIFUjUO4iYiIiIhMhIkpqpZSCQQFSR2kxo+XboOCAGXpw1KF1FSgoMCcIRIRkSFKS6VfGQAoogP1G8JNRERERGQiTExRlZRKICoKyKwwP25WFhD1oh+U3s9Ik5/v2WOeAImIyHCHDgH5+YCXF9Crl35DuImIiIiITISJKdJJpQKio6XlwiuSygRMv70QKthxOB8RkTVRv2eHhmrG6VUcws3he0RERERUX5iYIp1SUir3lCpPFIGMW95IgZyJKSIia6J+z1bPFUhEREREZEZMTJFO2dl61oMfcOQIcPWqaQMiIqK6u30b2LsXKtghudFD2otaEBERERGZARNTpJOfn571WjlJ3aeSkkwbEBER1d2+fVAWjUCQXQbCJrXSXtRCae7giIiIiMgWMTFFOsnl0qpMFZcQVxMEIDAQkD/oKRVwOB8RkcVTLs1BFBKQWab960NWlrTYBZNTRERERFTfmJginWQyIC5Oul8xOaV+HBsLyMIHSw+YmCIismgqFRD96wOQ1rTQfmNXL3QxfTqH9RERERFR/WJiiqqkUAAJCYC/v3Z5QIBUrlAACAkB7OyAf/6pfrZ0IiIyq5QtN5FZ3BxVffSLIpCRIS1+QURERERUX6wqMTV//nz0798frq6u8PLy0lnn/PnzeOihh+Dm5gYfHx+8+OKLKC4u1qpz/PhxhISEwMXFBf7+/nj77bchqn8uJi0KBZCeLk0htWqVdHv27J2kFAB4eQF9+kj3t283U5RERFST7KS/9Kun5+IXRERERETGYG/uAAxRXFyMRx99FMHBwVi+fHml7SqVCiNHjkTTpk2xZ88e5ObmYuLEiRBFEZ988gkAID8/H+Hh4QgLC8PBgwfxzz//YNKkSXBzc8OsWbPq+5SsgkwGhIZWU2HIEODAAWk436RJ9RQVEREZwu/sPgB9aq6n5+IXRERERETGYFWJqXnz5gEA4uPjdW7ftm0bTp48iYyMDLRo0QIAsHjxYkyaNAnz58+Hh4cHVq5cicLCQsTHx8PJyQldunTBP//8gyVLlmDmzJkQqprtmzRUKmmoR3a29AVGHvYAZAsXSokpUax6xnQiIjIb+allCMBoZCEAIiq/TwuCNFRbLjdDcERERERks6xqKF9NUlNT0aVLF01SCgCGDh2KoqIiHDp0SFMnJCQETk5OWnUuXLiA9PT0+g7Z6iiV0rLiYWG4u8z4U2FQOoyRMlWnTpk7RCIiqigrC7K/TiAO0wGhhkUtZPUdHBERERHZMqvqMVWTnJwcNG/eXKuscePGcHR0RE5OjqZOUFCQVh31c3JyctC6dWud+y4qKkJRUZHmcX5+PgCgpKQEJSUlxjoFzb6MuU9jWb9ewNixsjurN939VpN1AYgSVyMBxYjcuhVl7dvXW0yW3F6Whm1lGLaXYdhe+jNHWwlbt8IewKg+5/HjyyrMnClDVtbd93F/fxGLF6vw0EMiLO0lNGZ78e+TiIiIyPKYPTEVExOjGaJXlYMHD6JPn5rnxQCgcyieKIpa5RXrqCc+r24Y38KFC3XGuW3bNri6uuoVmyESExONvs+6UKmAadMiIIoyVF5mXICAMkxHLO5b9RgOtWlT7/FZWntZMraVYdhehmF76a8+26rX998jEMDpVq3g5LQJH38MnDzpjWvXnNG4cSE6dcqFTAZs3lxvIRnMGO1169YtI0RCRERERMZk9sTU888/j7Fjx1Zbp2IPp6r4+vri999/1yq7du0aSkpKNL2ifH19Nb2n1C5dugQAlXpblTd79mzMnDlT8zg/Px+BgYGIiIiAh4eHXvHpo6SkBImJiQgPD4eDg4PR9ltXu3YJyM2t+s9FhB0y0BL/nmiCERERgH39/GlZantZIraVYdhehmF76a/e20oUYf9//wcAaPPMM2g9eDAA4KGHTH9oYzBme6l7OxMRERGR5TB7YsrHxwc+Pj5G2VdwcDDmz5+P7Oxs+N1ZVmjbtm1wcnJC7969NXVef/11FBcXw9HRUVOnRYsW1SbAnJyctOalUnNwcDDJFwtT7be2Ll/Wr17ObU84pKUBwcEmjaciS2svS8a2MgzbyzBsL/3VW1udOgVkZ0Pl5Io9QhiyExykhSvk1jWflDHai3+bRERERJbHqiY/P3/+PNLS0nD+/HmoVCqkpaUhLS0NN2/eBABERESgU6dOmDBhAo4cOYIdO3bgpZdewjPPPKPp1TR+/Hg4OTlh0qRJ+PPPP7F+/XosWLCAK/LVQN/lw/2QDWzfbtpgiIhIf9u3Q4nRCEI6woY63l24Ikha0IKIiIiIyJysKjE1Z84c9OzZE3PnzsXNmzfRs2dP9OzZE3/88QcAQCaTYdOmTXB2dsaAAQPw2GOPYdSoUfjwww81+/D09ERiYiIyMzPRp08fTJs2DTNnztQapkeVyeXSMuJV5e4EAQhsfBNypDAxRURkQZTf3UQUEpBZpN07OSsLiIpicqohWrp0KVq3bg1nZ2f07t0bKSkpVdZNTk6GIAiV/v31119a9datW4dOnTrByckJnTp1wvr16019GkRERGQjzD6UzxDx8fGIj4+vtk7Lli3x66+/Vluna9eu2L17txEja/hkMiAuTvoSIwi4szKfRLPM+Ls3IXuuDEhNBQoKADc38wRLREQAAFVRKaIPTcCdJT60tomi9P49fToQGWldw/qoamvWrMH06dOxdOlSDBgwAF9++SWGDx+OkydPomXLllU+7++//9aaM7Np06aa+6mpqRgzZgzeeecdjB49GuvXr8djjz2GPXv24P777zfp+RAREVHDZ1U9psi8FAogIQHw99cuDwiQyhX/11waG1JSAlTz6ywREdWPlK//RqYYgKo+7kURyMjgW3ZDsmTJEkyePBlTpkzBvffei9jYWAQGBuLzzz+v9nnNmjWDr6+v5p+sXKYyNjYW4eHhmD17Njp27IjZs2djyJAhiI2NNfHZEBERkS1gYooMolAA6elAUhKwapV0e/asVA5BAIYMkSpyOB8RkdllJ/+tX71sEwdC9aK4uBiHDh1CRESEVnlERAT27dtX7XN79uwJPz8/DBkyBElJSVrbUlNTK+1z6NChNe6TiIiISB9WNZSPLINMBoSGVrHxgQeA5cuZmCIisgB+/+4GoKi5np4LXJBlu3LlClQqFZo3b65V3rx5c+Tk5Oh8jp+fH5YtW4bevXujqKgI33//PYYMGYLk5GQMGjQIAJCTk2PQPgGgqKgIRUVFmsf5+fkAgJKSEpSUlNTq/KyR+lxt6ZwBnjfP2zbwvHnetqC+zpeJKaoTlUoaApKdLX2xkYcMhgwAjh4FLl0CmjUzd4hERLapoADyE18gALOQJQRAFCuvXiEI0nBsudwM8ZHJVFxlWBTFKlce7tChAzp06KB5HBwcjIyMDHz44YeaxJSh+wSAhQsXYt68eZXKk5KS4Orqqtd5NCSJiYnmDsEseN62hedtW3jetuHWrVv1chwmpqjWlEogOhrIzLxbFhDQDHGtZkBx7iNg505g7FjzBUhEZMt274astAhxPu8iKveLqheuiOXE5w2Fj48PZDJZpZ5Mly5dqtTjqTr9+vXDDz/8oHns6+tr8D5nz56tteJxfn4+AgMDERYWBm9vb71jsXYlJSVITExEeHg4HBwczB1OveF587xtAc+b520LcnNz6+U4TExRrSiV0gp95b/kAHeWHxcXIwHpUGzfzsQUEZG53BlSrYhUIWGEoOOHBCkppah5pB9ZCUdHR/Tu3RuJiYkYPXq0pjwxMRGRkZF67+fIkSPwKze+Mzg4GImJiZgxY4ambNu2bejfv3+V+3BycoKTk1OlcgcHB5u6oFfjedsWnrdt4XnbFls77/o6VyamyGAqldRTqmJSCriz/DiA6YhF5LYQyNTrkRMRUf1SdzUPD4dCAURGVhh6LWdPqYZo5syZmDBhAvr06YPg4GAsW7YM58+fx7PPPgtA6smUlZWF7777DoC04l5QUBA6d+6M4uJi/PDDD1i3bh3WrVun2Wd0dDQGDRqE999/H5GRkfj555+xfft27NmzxyznSERERA0LE1NksJQU7V/dKxIhIAMtkZLRCqH//gvcc0/9BUdEREBODnD8uHR/8GAANSxcQQ3GmDFjkJubi7fffhvZ2dno0qULNm/ejFatWgEAsrOzcf78eU394uJivPTSS8jKyoKLiws6d+6MTZs2YcSIEZo6/fv3x48//og333wTb731Ftq2bYs1a9bg/vvvr/fzIyIiooaHiSkymL7LimfDTxpKwsQUEVH92rEDKtghpd3TyN7elD2kbMy0adMwbdo0ndvi4+O1Hr/yyit45ZVXatxnVFQUoqKijBEeERERkRY7cwdA1kffZcX9kH13KAkREdUb5fJrCEI6wk5/hfHjgbAwIChImh+QiIiIiMiSMDFFBpPLpUlzq5o6ShCAwOZFkCMFSEoCSkvrN0AiIhumXCciKmkaMuGvVZ6VJS1aweQUEREREVkSJqbIYDIZEBcn3a+YnNIsP/6pPWSNPYG8POCPP+o3QCIiG6VSAdHPl0Jam0L7I169YMX06VI9IiIiIiJLwMQU1YpCASQkAP7aP8gjIEAqV0TJNBPucjgfEVH9SEkBMnMcUNXHuygCGRlSPSIiIiIiS8DEFNWaQgGkp0uj9Vatkm7PnpXKAQDh4dLt9u3mCpGIyKbovTiFnvWIiIiIiEyNq/JRnVS7/PgDD0i3qanAzZuAu3t9hUVEZJP8mpZCn492fRexICIiIiIyNfaYIqNSqYDkZGD1aiA5oy1UQW2BkhJg925zh0ZE1ODJnQ4gABkQUKZzuyAAgYHSIhZERERERJaAiSkyGqVSWo48LAx3lye/fABKjOY8U0RE9UC2MxFxiAYgVL04RazU25WIiIiIyBIwMUVGoVRKy5BnZmqXZxU0RhQSoFwnmicwIiJbkpgIBdYj4dntVS9OodD9VCIiIiIic+AcU1RnKhUQHX13KfLyRAgQIGJ6xkxEZlyALLBF/QdIRGQL8vOB338HACheaYfIT6XV97KzpTml5HL2lCIiIiIiy8PEFNVZSkrlnlLlibBDBloiZelWhC5kYoqIyCSSk4HSUqBtW6B1a8hQzeIUREREREQWgkP5qM70Xp485bRpAyEismXqufwiIswbBxERERGRAZiYojrTd9lxv5M7dI/3IyKiOlNt24FkhGC181NITpaGWRMRERERWTompqjO5HJpUt2KK0CpCYKIQCED8ms/A8eP129wREQ2QPnlZQT9sxVhSMb4j/pKq6IGSQtTEBERERFZMiamqM5kMiAuTrqve3lyAbE9voUMZXeHmhARkVEolUDUsz7IhPYyfFlZ0mqpTE4RERERkSVjYoqMQqGQliGvcnnyCW5SwbZt9R8cEVEDpVkVFUDFj3T1yOnp0zmsj4iIiIgsF1flI6NRKIDIyCqWJ/8zXKq0ezdQWAg4O5s1ViKihuDuqqi6x1KLIpCRIdXjCn1EREREZImYmCKjksmq+PLTubOUqcrOBvbuBYYMqe/QiIgaHL1XRdWzHhERERFRfeNQPjIplQpITgZW/ygguesLUMGOw/mIiIxE71VR9axHRERERFTfmJgik1EqpVWhwsKA8eOBsG2zEYR0KNdyshMiImOQy4EAp0sQUKZzuyAAgYFSPSIiIiIiS8TEFJmEUimtBiXNfXJXFvwRdXYRlCvyzBMYEVEDIiu6hTjV8wAAQRC1tqlXSY2NvTPXHxERERGRBWJiioxOs0qUWHmbeOdPbvrL9lwlioiornbvhqJ0LRKa/l/Vq6IqzBMaEREREZE+OPk5Gd3dVaJ0E2GHjFw3rhJFRFRXd+bsU0SWIfILQfeqqEREREREFoyJKTI6vVeJuiCiqiXOiYhID4mJ0m14eNWrohIRERERWTAmpsjo9F4lquQ8gFYmjYWIqKFSZVxAyp/eyMY4+DkPg1zFHlJEREREZH04xxQZnVwuzW0iVNEZSkAZAnEe8twN9RoXEVFDoVQCQd09EYZkjMcqhEV6IChIKiciIiIisiZMTJHRyWRAXJx0v2JySnosIBbTIdu+tb5DIyKyeppVT6+5apVnZUnlTE4RERERkTVhYopMQqGQVoPSuUrUkvNQYD2QnAwUFZklPiIia3R31dPKc/SpV0KdPh1c9ZSIiIiIrAYTU2QyCgWQng4kJQGrVkm3Z88CiuktAV9f4PZtYO9ec4dJRGQ17q56qnustCgCGRlSPSIiIiIia8DEFJmUepWoceOkW5kM0ni+iAipwp2lzomIqGZ6r3qqZz0iIiIiInNjYorqlUoljeBb7f4MkhEC1W+J5g6JiMhq6L3qqZ71iIiIiIjMjYkpqjdKJRAUBISFAeOXDkQYkhF0dAOU31w3d2hERFZBLgcC/MsgoEzndkEAAgOlekRERERE1oCJKaoXmlWkMrXLs+CPqMmeXEWKiEgPMhkQN/EIAFRKTqlXQY2NvTNsmoiIiIjICjAxRSZ3dxWpyttE2AEQuYoUEZGeFDe/QwKi4O92Xas8IEBaDVWhME9cRERERES1YW9I5dLSUiiVSmzatAn79+9H9p3ZVX19fdGvXz+MHDkSjzzyCOztDdotNXB3V5HSTYSdZhWp0NB6C4uIyDpt2wYF/kLkiieQ0lSB7GxpTim5nD2liIiIiMj66JVBUqlU+Pjjj/HBBx/g4sWLAACxXPeX06dP48yZM1i5ciWaNWuGV199FS+88AJkvEImcBUpIiKjOX8e+OsvQCaDLHwwQr3MHRARERERUd3olZjq2rUr/v77b00yShAEBAUFoWnTpgCAy5cv49y5cxBFERcvXsSsWbOwbNkynDx50nSRk9XgKlJEREaybZt0e//9gJeXWUMhIiIiIjIGvRJTf/31FxwdHfHQQw/h8ccfR0hICBo3bqxV59q1a9i1axdWrlyJjRs34u+//zZJwGR95HJp7pOsLN3zTAkoQ4DTFcjlzeo/OCIiK6L6LREpCEG27/PwS+bwPSIiIiKyfnpNfj5t2jScOXMGa9euxahRoyolpQCgcePGGDVqFNauXYszZ85g2rRpRg+WrJNMBsTFSffVq0apCYKUqYpVvQBZ0a16joyIyHoo16oQpFyCMCRjvDIKYWFAUBC4qikRERERWTW9ElOffvop/P399drh9evX4e/vj08++aROgVHDolBIq0VV/DMKCAASfP4PitKfgF27zBMcEZGFUyqBqMfskClqj3nOygKiopicIiIiIiLrpVdiasuWLXrtLC8vD+Hh4XUKiBouhQJITweSkoBVq6Tbs2cFKEbfGd/3229mjY+IyBKpVEB0NCC9U2p/bKuHR0+fLtUjIiIiIrI2eiWmHnnkEezYsaPaOjdv3kRERAQOHz5slMCoYZLJgNBQYNw46VYmAzB0qLRx61YzRkZEZJlSUoDMTAAQdG4XRSAjQ6pHRERERGRt9EpMFRYWIjIyErt379a5vaCgAMOGDcPBgweNGhw1fCoVkOw0FKuF8Uj+2xeq/86ZOyQiIouSnW3cekRERERElkSvxJSdnR1u376NBx98EKmpqVrbbt26hZEjR2Lfvn0AAD8/P127IKpEqZQm7g17yB3jxZUIQzKC+nhzrhQionL0/Vjlxy8RERERWSO9ElPLli0DIA3XGz58uKZnVGFhIR5++GFNT6rmzZvXOOSPCLgzkW+UenjKXVnXXDmRLxFROXI5EOB6FQLKdG4XBCAwUKpHRERERGRt9EpMPf3005pV9vLz8zFs2DCkpqZi1KhR2LlzJwCgadOm2L59Ozp06GC6aKlB0EzkK1beJsIOgMiJfImI7pDZiYhzegUAIED7jVO4M+1UbOydOfuIiIiIiKyMXokpAJg2bRoWL14MALh27RoGDhyIxMREAECTJk2QmJiIzp07mybKO+bPn4/+/fvD1dUVXl5elbYfPXoU48aNQ2BgIFxcXHDvvfciLi5Oq056ejoEQaj07zeuCFdv7k7kq5soCpzIl4hI7cQJKK4tR4LDePj7ayemAgKAhARp1VMiIiIiImtkb0jlGTNmoKioCK+//jrEO91dGjdujMTERHTr1s0kAZZXXFyMRx99FMHBwVi+fHml7YcOHULTpk3xww8/IDAwEPv27cPUqVMhk8nw/PPPa9Xdvn27ViKtSZMmJo+fJJzIl4jIAHdWLFUMvo7ITXZISZHeH/38pOF77ClFRERERNZMr8TU008/rfW4SZMmuHr1KgRBQNu2bTXD/ABAEASdSSNjmDdvHgAgPj5erzjbtGmD1NRUKJXKSokpb29v+Pr6miROqh4n8iUiMsCdxBSGDoVMBoSGmjUaIiIiIiKj0isxFR8fD0E9kcUd6seHDh3CoUOHtLaZKjFVG3l5eTp7Qz388MMoLCxE+/btMWPGDERFRZkhOtskl0vDT7KydM8zJaAMAf4i5HJ2AyAiG3frFnBngREMG2beWIiIiIiITEDvoXyirgyCDhUTWOaUmpqKn376CZs2bdKUubu7Y8mSJRgwYADs7Ozwyy+/YMyYMfj222/xxBNPVLmvoqIiFBUVaR7n5+cDAEpKSlBSUmK0mNX7MuY+LdHixQLGjpVBEKQ5pdTUq04tVqSgrGwAynQvQqVhK+1lDGwrw7C9DMP20p8hbVW2bQdSi/rhQpMuaJbZDgNbl9jc0D1j/m3x75OIiIjI8uiVmJo7d67JAoiJidEM0avKwYMH0adPH4P2e+LECURGRmLOnDkIDw/XlPv4+GDGjBmax3369MG1a9ewaNGiahNTCxcu1Bnntm3b4OrqalBs+lBPLN9QOTkBr7zih6+/7orcXBdNua9LLj69/T/0+fM6Nm+O1nt/Db29jIltZRi2l2HYXvqrqa1SU/3wbVw/5CAZuAogAvD2vo0pU44jONj2JuEzxt/WrVu3jBAJERERERmT2RNTzz//PMaOHVttnaCgIIP2efLkSQwePBjPPPMM3nzzzRrr9+vXD19//XW1dWbPno2ZM2dqHufn5yMwMBARERHw8PAwKL7qlJSUIDExEeHh4XBwcDDafi3RiBFATAywZ0/p3Yl8S47AacR6iCebw2/YMMCu+oUjbam96optZRi2l2HYXvrTp63WrxewaJGsUm/lq1edsWhRX/z4owqjR+vXk9naGfNvS93buaFbunQpPvjgA2RnZ6Nz586IjY2FXC7XWVepVOLzzz9HWloaioqK0LlzZ8TExGDo0KGaOvHx8XjqqacqPff27dtwdnY22XkQERGRbTBoVT5T8PHxgY+Pj9H2d+LECQwePBgTJ07E/Pnz9XrOkSNH4FfDTNtOTk5wcnKqVO7g4GCSL2Gm2q+lcXAAHnigXEFRCODmBuHiRTicPAn07KnnfmyjvYyBbWUYtpdh2F76q6qtVCpg1iz1EHrt5LwoChAE4KWX7PHII7a1Ip8x/rZs4W9zzZo1mD59OpYuXYoBAwbgyy+/xPDhw3Hy5Em0bNmyUv3du3cjPDwcCxYsgJeXF1asWIGHHnoIv//+O3qW+wz28PDA33//rfVcJqWIiIjIGAxOTFVc+a4iU67Kd/78eVy9ehXnz5+HSqVCWloaAKBdu3Zwd3fHiRMnEBYWhoiICMycORM5OTkAAJlMhqZNmwIAvv32Wzg4OKBnz56ws7PDxo0b8fHHH+P99983ScykP5UKSEl1QnaHGPgd/hXyzVsh0zMxRUTUUKSkAJmZAKB7zkZRBDIypHpcoY8qWrJkCSZPnowpU6YAAGJjY7F161Z8/vnnWLhwYaX6sbGxWo8XLFiAn3/+GRs3btRKTAmCwNWMiYiIyCQMTkzpWqFPTRRFkyam5syZg2+//VbzWH3BlJSUhNDQUKxduxaXL1/GypUrsXLlSk29Vq1aIT09XfP43Xffxblz5yCTyXDPPffgm2++qXZ+KTI9pRKIjlZ/GXsJwEsIePsS4u4FFAozB0dEVI+y9Zw+St96ZDuKi4tx6NAhvPbaa1rlERER2Ldvn177KCsrw40bNyqtaHzz5k20atUKKpUKPXr0wDvvvKOVuCIiIiKqrVoN5dN3hT5ji4+PR3x8fJXbY2JiEBMTU+0+Jk6ciIkTJxo3MKoTpRKIipJ6AZSXVeyDqCgRCQkCk1NEZDNqGFlucD2yHVeuXIFKpULz5s21yps3b67pRV6TxYsXo6CgAI899pimrGPHjoiPj0fXrl2Rn5+PuLg4DBgwAEePHkX79u117qe+VjO2dLa6YinPm+dtC3jePG9bUF/na3BiKikpSetxaWkpTp8+jSVLliA7O1urRxNRTVQqqaeUrlynCDsIoojp04HISNuaS4WIbJdcDgQ0LUTWZUeIqLwAhCAAAQFSPSJdKvZsV/dor8nq1asRExODn3/+Gc2aNdOU9+vXD/369dM8HjBgAHr16oVPPvkEH3/8sc59VbWacVJSkklWM7Z0trpiKc/btvC8bQvP2zbU14rGBiemQkJCKpUNGTIEDz30EFq2bInt27dj9OjRRgmOGr67c6noJkLgXCpEZFNkMiBuwE+I2vAEBJRpJafUuYXYWCbrqTIfHx/IZLJKvaMuXbpUqRdVRWvWrMHkyZOxdu1aPKC1KklldnZ26Nu3L/79998q61S1mnFYWBi8vb31OJuGwVZXLOV587xtAc+b520LcnNz6+U4RluVz9fXFy4uLlAqlfjss8+MtVtq4DiXChFRZYr/FiMBGxDd5HtkXnXTlAcESEkpDm8mXRwdHdG7d28kJiZq/UiYmJiIyMjIKp+3evVqPP3001i9ejVGjhxZ43FEUURaWhq6du1aZZ36Xs3Y0vG8bQvP27bwvG2LrZ13fZ2rwYmp7777TuuxKIq4desWtmzZgoKCAtjZVR52QFQVzqVCRFTBhQvAsWNQCMcRefI2Uk65ITtbeh+Uy9lTylL9999/+OqrryCKIjp27Ihu3bqhc+fOOpMzpjRz5kxMmDABffr0QXBwMJYtW4bz58/j2WefBSD1ZMrKytJcz61evRpPPvkk4uLi0K9fP01vKxcXF3h6egIA5s2bh379+qF9+/bIz8/Hxx9/jLS0NP4QSUREREZhcGJq0qRJVc5TIAgCevToUdeYyIbI5VIPgKws3fNMCShDgNdNyOUe9R8cEZE5bN0q3fbtC1lzH4RWPwKLLMTDDz+Mnj17om3btti0aRMWLlyI9PR0tGvXDidOnKi3OMaMGYPc3Fy8/fbbyM7ORpcuXbB582a0atUKAJCdnY3z589r6n/55ZcoLS3Fc889h+eee05TPnHiRM2CM9evX8fUqVORk5MDT09P9OzZE7t378Z9991Xb+dFREREDZdRV+Xz8fFBbGxsXeIhGyOTAXFx0qp8gqCdnBIgPYht+RFksrlmipCIqP6oVEDKt+eQjbHw6xgBuYo9pKxFVlYW/vzzT62y27dv12tSSm3atGmYNm2azm0VVzdOTk6ucX8fffQRPvroIyNERkRERFSZwYmpuXMrJwicnZ0RFBSEESNGoFGjRkYJjGyHQgEkJEir85WfCD3AtxSxOWOg+GsTUPAS4OZW9U6IiKycUglER4vIzIyRCr4DAnZKyXvOKWX5FAoFDhw4oNWLyMXFBX369DFjVERERESWzyiJKaK6UiiAyEhp9T3NXCoD7SFrdxg4VwwkJwN6TMhKRGSNlEqp52jFDslZWVJ5QgKTU5bu9u3biIqKwrx58zB8+HD4+vqaOyQiIiIiq8CZysliyGRAaCgwbpx0K7MXgOHDpY1btpgzNCIik1GppB6jUlJKew5HdaJq+nSpHlmuPn36YMiQIfjss8/Qpk0b+Pr6YtiwYXj11VfNHRoRERGRRdMrMRUZGYm0tDS9d5qWllbtssRE+lCpgOSAJ7AaY5GsvApVqe65zYiIrFlKivYw5opEEcjIkOqR5Zo5cyZWrFiBP/74Azdv3sTu3bvxzDPPwMXFxdyhEREREVk0vYbybdy4Eb/++ivuu+8+PPHEEwgNDUXnzp216vz555/YtWsXVq5cid9//90kwZLtkOZaATIzBwAYAGQDAYEliPvMgcNZiKhByc42bj0ynx07duDatWto3749OnfujHvuuQePPPKIucMiIiIismh6JaZCQ0ORnJyMAwcO4MCBA9IT7e3RpEkTAMDVq1dRWloK4O6KfWFhYaaIl2xAlXOt5NhzrhUianD8/Ixbj8zjf//7H7Zs2YJ+/fphw4YNcHZ2Rps2bdC9e3d8++235g6PiIiIyGLpNZRv586dWLt2LXr06AFRFCGKIkpKSnDx4kVcvHgRJSUlmvLu3btj7dq12LFjh6ljpwZIe64VbeKduVc41woRNSRyORAQAAgo07ldEIDAQKkeWa61a9di7969+Omnn+Dm5ob//vsPzZs3h4+Pj7lDIyIiIrJoeq/K98gjj+CRRx7B/v37sWnTJuzfvx/Zd8YV+Pn54f7778fIkSMRHBxssmCp4TNkrpXQ0HoLi4jIZGQyIG6JClGPCRBQBrHcb0bCnbnQY2OlemS57O3t4e/vDwBwcHCAt7c3vv76a0yaNMm8gRERERFZOL0TU2r9+vVDv379TBELEedaISKbpGixHwlYjGjhE2SK/prygAApKcXhy5avT58+2LdvHwYOHIg2bdrg5MmTaN26tWYKBCIiIiLSzeDEFJEpca4VIrJJW7ZAgfWIfNQZKf+3CtnZ0vucXM6eUtZi2bJluHHjBgDgxRdfxKOPPorWrVujU6dOZo6MiIiIyLIxMUUWRT3XSlaW7nmmBJQhIFCAXC7Uf3BERKayeTMAQPbgcA5TtlIBAQGa++PHj0fTpk1x9OhRPP7442aMioiIiMjy6TX5OVF9kcmAuDjpvlAh96SeGDj25QvsQUBEDUdODnDkiHR/6FDzxkIGU/eSqig8PBwvvfQS/NjFl4iIiKhaTEyRxVEogIQEwN9fuzzA6QoSEAWFaq15AiMiMjKVCkiOTcNqjEXyPVOh8m5m7pDIQB06dAAAPPPMM/jkk0+wa9cuXLt2zcxREREREVkPDuUji6RQAJGR0up7mrlW/lgJ2cvrgc03genTzR0iEVGdrF8vYNYsIDNzGIBhwD9AQJDUa5STnVuP9PR0AEDXrl1x9OhRfP/99zh58iS8vLzQrVs3dOvWDe+99555gyQiIiKyYExMkcWSyaA914rvcODlmcCuXUBBAeDmZq7QiIjqJDXVD4sWySCKIoC745azsoCoKKnXKJNT1sHR0RGANOG5miiKOH36NI4dO4bjx4+bKzQiIiIiq8ChfGQ1VO06INl3LFYXK5AcdxQqlbkjIiIynEoFfP111zsLPGhPpqde9GH6dPA9zspER0fj8OHDAICysjKcOXMGffr0QUxMjHkDIyIiIrJwevWYevrpp/XeoSAIWL58ea0DItJFqQSiowVk5qyWCt4AAj4HFi8W4ORk3tiIiAyxZ4+A3FyXKreLIpCRIQ1l5gp91uOHH37A/PnzAQCvv/461qxZg+LiYnz11VcYOXKkmaMjIiIislx6Jabi4+MhVFwirRpMTJExKZXS0BZ1TwK1rCwRY8fK8MorfhgxwjyxEREZKjvbuPXIcri7u6OsrAzff/89fv/9d+Tm5mLSpElMTBERERFVQ+85psSKWYEqGJLAIqqJSgVER1dOSgGAKAoQBBHLl3dBTAzg4FDv4RERGczPz7j1yDL06tULa9asQWlpKdq1a4fAwEAEBgbiv//+M3doRERERBZNr8RUUlKSqeMg0iklBcjMrHq7KAq4csUVe/aU4oEH6i8uIqLaGjhQhLf3bVzNdYaIyj/mCAIQEADI5WYIjmrt008/xeOPP46zZ89i9Wpp2Hl6ejrcuFAHERERUbX0SkyFhISYOg4inTjkhYgaGpkMmDLlOBa93xcCyiCWW4dE3ek4NlaqR9ajQ4cO+OOPP7TKjhw5gjFjxpgpIiIiIiLrUKdV+S5fvozz589X+kdkLBzyQkQN0YA+57HWcTz8kaVVHhAAJCQACoWZAqNaK78qn0qlwm+//YZevXohNjbWvIERERERWTi955gq7/3338fixYuRm5tbaZsgCCgtLa1zYESANJQlIADIytI9z5QAEd4+tzFwICeYIiLr4X3iBPoX/4hRfnuQsvI8snME+PlJ73nsKWWduCofERERUe0YnJhasWIFZs+eDUEQ9J4Qnai2ZDIgLk5alU8QtJNTAsoACJg8+U/IZD3NFiMRkaGa3xnyJRs5DKFhXDSkoeCqfERERESGM3go3zfffAMAcHFxASD1kGrSpAkAwMvLC61atTJieETSkJaEBMDfX7s8AJlY6/E0gu/P0v1EIiILo1IBu3YJ2L0nEMkIgWroCHOHREaiXpVv9erVmlX5evTowVX5iIiIiGpgcI+pP//8E4IgYPv27ejfvz8A4MqVK5g7dy6WLVuGLVu2GD1IIoUCiIyUVunLzgb8fEogV3SDLD8Pu850Nnd4REQ1UiqB6GggM9MewFIAQEB0GeLsOKdUQ8BV+YiIiIhqx+AeUzdv3gQA9OzZE8Kd5YPKysrw8ssv4+LFi5g+fbpRAyRSk8mA0FBg3DggNNwBsoghAIDmhw6ZNzAiohooldKQ5MxM7fKsbDtERUnbybqpV+XLzc1FREQEAK7KR0RERKQPg3tMNWrUCHl5ebCzs4Orqytu3bqFAwcOwN3dHQCwZ88eowdJpItq+INIUebidLIvMncJCAvjpMFEZHlUKqmnlK5pGUVRmj9v+nSpVyjfw6yXXC5Ht27d0LVrV3Tt2hVdunTB6NGjMXr0aHOHRkRERGTRDO4x1axZMwBAbm4u2rZtCwAYPHgw+vXrBwDssk71QqkEguY8iTAk45mcjxAebo+gIPY6ICLLk5JSuadUeaIIZGRI9ch6vfnmmwgKCsLevXsxbdo0+Pj4oFWrVnjwwQfNHRoRERGRRTO4x1TXrl3xzz//IC0tDZGRkTh27BiKioogiiIEQcCIEZzIlUxLPSRGFLW7FmRlSeUJCZyvhYgsR3a2ceuRZRo6dCiGDh2qeXzx4kW88MIL6NyZ8yASERERVcfgHlPz5s3D+vXr0aFDB7z66qsYOXKkJik1dOhQfPjhh6aIkwhAzUNiAGlIjEpVr2EREVXJz8+49cg6NG/eHN9//z1+//13c4dCREREZNEM7jHVqVMndOrUSfN448aNyMvLg729PYfxkckZMiQmNLTewiIiqpJcDgQEAFlZIkRRqLRdEKTtcrkZgiOjWbBgAbp27Ypu3bqhVatWAAAnJyekp6ebNzAiIiIiC2dwYkoXT09PY+yGqEYcEkNE1kYmA+LigKhHAAFlEMt1Vr6zuC1iYznxubW7fPkyYmNjcezYMZSUlKBTp04oKCjQJKmIiIiISDe9ElODBw+GIAjYsWMHBg8eXG1ddT0iU+CQGCKyRgoFkPDYT4j+qT8yEagpDwiQklKcF8/6ffTRR5r7Fy5cwIkTJyAIAkJCQswYFREREZHl0ysxlZycDDs7O819Qag8FAGAZq4pIlO5OyRG9zxTHBJDRJZK8d+HiMRhJM/6GZtFXwwf3gNhYfbsKdWA7NixA9euXUP79u0RFhYGe3ujdEwnIiIiatD0nvxcLJcFEEVR5z8iU1MPiQHuDoFRE1AGQOSQGCKyPNnZwB9/QIYyDIrujkGDshASIvK9qgH53//+h6eeego//fQT+vbtiyZNmqBHjx6YOHGiuUMjIiIismh6/ZR39uxZnfeJzEGhABISpNX5yk+EHoBMxD6ZBoXiYfMFR0RUgUoFpHx0BNkYC797PNCvqa+5QyITWLt2LY4ePYrAwEA0btwY//77Lx5//HH4+PiYOzQiIiIii6ZXYqr8xJ3qoXotW7Y0TUREelAogMhIICmpFFu2pGHE7f8Q+vk4yM6HAGBiiogsg1KpTqKPADAC+AfwbyfiiSf8MGKEuaMjY7K3t4e/vz8AwMHBAd7e3vj6668xadIk8wZGREREZOH0HsqnFhQUhDZt2ujc1rp1a7Rt27bOQRHpQyYDQkJEDBqUhUEvdoMMZUBKCpCXZ+7QiIigVAJRUUBmpvZQ9wsXgPff74v16zknY0PSp08f7Nu3DwDQpk0bnDx5Et7e3jhw4ICZIyMiIiKybLWalbOq+aTOnTvHyc/JLFRBbbE3cAKyM0rg99ERyN8K5dwtRGQ2KpXUU0r6uNT+XBRFAYCIWbNkeOQRzonXUCxbtgw3btwAALz44ot49NFH0bp1a3Tq1MnMkRERERFZNr0SU/n5+bh+/bpWWUZGhlaC6ujRowCgWb2PqL6kpvrhuefskZX1nVQwDwhYLk2SziXYicgcUlK058CrTEBmplQvNLSegiKTCggI0NwfP348fHx8cOzYMTz++ONmjIqIiIjI8umVmProo4/w9ttvax6LooigoCCddf38/IwSGJE+1q8X8P77fSuVZ2WJiIoSkJDA5BQR1b/sbOPWI8uVmZmJ48ePY/jw4QCA4uJiODo6IiIiAhEREWaOjoiIiMjy6d29SRRFrR5S6sfl/wHAqFGjjB4kkS4qFTBzpnoMjK6hMsD06VI9IqL6pO9vNPwtx/otWLAAx44d0zz28fFB586dMW7cOLz33nua4X1EREREpJtePaaCgoIQEhICANi1axcEQcCgQYM02wVBgLe3N/r3749p06aZJlKiClJSgKysquc0E0UgI4NDZYio/snlQEAAkJUpQoSu9ykRAQGAXM55Ga1dYmIi9u/fr3lsZ2eHxYsX49ixY9iwYQNcXFwQHR1txgiJiIiILJteiamJEydi4sSJAO7OIZWUlGS6qIj0wKEyRGSpZDJpnruoRwABZRDLdVAWBBGiCCxerIJMVqs1SMiC5ObmwtvbW/PY2dkZw4YNw7BhwzB8+HD873//Y2KKiIiIqBoGz1SelJSEnTt3miIWIoNwqAwRWTKF/DISEAV/ZGmV+/sDr756EKNH617hlqyLn58fzp8/r3mclXX39e7SpQvOnj1rjrCIiIiIrIbBP9Wqh/RdunQJ6enpKCwsrFSn/DA/IlORywF/fxHSd4DKw2EEiAgIFCCX13toRETA5s1QQInI7ulIiT2E7GwpUd6vXym2bs0G0NPcEZIRDBs2DG+99Ra+/fZbAIBMJtNsKygoQElJiblCIyIiIrIKBiemLl++jCeffBLbtm3TuV0QBJSWltY5MKKayGTAkiUqjBkjuzM05m5ySkAZAAGxsVI9IqJ6t3EjAED28Eitee6Yp2hYYmJiIJfL8fDDD2P+/Pno2rWrZtt7772Hvn0rrxxLRERERHcZPJTvhRdewNatW3Wuyldx5T4iUxs9WsSrrx5Eixba5QHIRILdY1AMyTNPYERks1QqIHlbMVb/2gjJCIFq+IPmDolMqFGjRkhOToa3tzd69eqFDh06IDQ0FK1bt0Z8fDyWLFli7hCJiIiILJrBPaZ27twJQRDQtGlTyOVyuLm5QRC4qhCZT3BwNmJiSrF/v4NmqIz8f8Mg++cUsPVR4LHHzB0iEdkIpRKIjgYyMx0BrAAABDwmIi4OUCjMGxuZjpeXF1asWIH3338fO3fuxMWLFxEQEICIiAg0atTI3OERERERWTSDE1PFxcUAgJSUFLRv397oAVVn/vz52LRpE9LS0uDo6Ijr169XqqMrSfb555/j2Wef1Tw+fvw4nn/+eRw4cABNmjTB//73P7z11ltMsFkxmQxaQ2Xw8Ejgw1PSUBompoioHiiVQFQUULHjcFaWgKgoICGBySlrN3DgQPTp0we9evVC7969ce+992pWKwaAZs2aYezYsWaMkIiIiMj6GJyYCgsLwy+//AJ3d3dTxFOt4uJiPProowgODsby5currLdixQoMGzZM89jT01NzPz8/H+Hh4QgLC8PBgwfxzz//YNKkSXBzc8OsWbNMGj/VH9XwB5Hy4UFkr3eG3w4V5KEyzjVFRCajUkk9pXSNZhdFQBCA6dOByMh6D42M6MKFC/j4448BSD+EOTs7o3v37ujduzfuu+8+REREoHnz5maOkoiIiMxJpQJSUnB3NI/c+PMe19cx9uypn847BiemFi1ahN27d2PChAmIi4tDx44dtVagMaV58+YBAOLj46ut5+XlBV9fX53bVq5cicLCQsTHx8PJyQldunTBP//8gyVLlmDmzJnsNdUASENpBiETyUABgAeAgABwKA0RmUxKCpCZWfV2UQQyMqR6AwbUX1xkXP/99x+uX7+OP/74A4cOHdLcfvbZZ/jss89gb2+PcePG4aOPPkKTJk3MHa5F2rNHwIMPWu8FurUfo77OYdcuAbt3+8PNTUBYmPW1U30coyGcg/oY1v56N6TXwtpf74bQTnendbhbZuzvovV7DINTRrVi8FE6duwIAEhKSkK3bt0qbbeEVfmef/55TJkyBa1bt8bkyZMxdepUTVf71NRUhISEwMnJSVN/6NChmD17NtLT09G6dWud+ywqKkJRUZHmcX5+PgCgpKTEqEtBq/fF5aX1U7G91q8XMHasTMdQGhFRUcCPP6owerRtTtDPvy3DsL0MY+vtlZEhQJ+P1IyMUptvK0MZs72MsQ8vLy888MADeOCBBzRl165dw/79+7F+/Xp89913OHToEH7//Xe4ubnV+Xi1sXTpUnzwwQfIzs5G586dERsbC7lcXmX9Xbt2YebMmThx4gRatGiBV155RWsKBABYt24d3nrrLZw5cwZt27bF/PnzMXr0aINjGzXK3sov0K33GPX/RaYPliyxvnaqj2M0hHPQPob1vt4N77Woj2OY5vVuCO1U9bQOMNq0DuY8hikJooHL6NnZ2Wl6Fel6qiAIUKlUxomuCvHx8Zg+fbrOOabeffddDBkyBC4uLtixYwfmzJmD2bNn48033wQAREREICgoCMuWLdM858KFC/D398e+ffsQHBys85gxMTGaHlvlrVq1Cq6ursY5MaoTlQqYOjUCubnOAHT1fBPh43MbX36ZyGF9RGRUx4974623BtZY75139qBr19x6iIh0uXXrFsaPH4+8vDx4eHiY5BhHjhzBgAED8Nprr2HOnDkmOUZ11qxZgwkTJmDp0qUYMGAAvvzyS3z99dc4efIkWrZsWan+2bNn0aVLFzzzzDP43//+h71792LatGlYvXo1HnnkEQDSj3pyuRzvvPMORo8ejfXr12POnDnYs2cP7r//fr3iys/PvzO1Qh4EQWp7U148qzvAm/sYJSUl2Lx5M0aMGAEHBweTHEMflt5ODeUY+rzeln4OtnSMuu6fr7flvBb1cYyaXm+VCggKqroHvSBISbCzZ2vfQ8s8x8gH4GnSayegFompoKCgGoe7nT17Vu/9VZXwKe/gwYPo06eP5nF1iamKFi9ejLfffht5eXkApMRU69at8eWXX2rqZGVlISAgAKmpqejXr5/O/ejqMRUYGIgrV64Y9QUqKSlBYmIiwsPDq72AIUn59tq3zxHh4TX3WEhMLEVIiO31muLflmHYXoax9fZSqYB27exx4QIgipU/IwVBhL8/8O+/pSgrs+22MpQx/7by8/Ph4+Nj8ourmTNnYseOHTh69KjJjlGV+++/H7169cLnn3+uKbv33nsxatQoLFy4sFL9V199Fb/88gtOnTqlKXv22Wdx9OhRpKamAgDGjBmD/Px8bNmyRVNn2LBhaNy4MVavXq1XXOUTU4CHFV+gG3YMfb64mvo8rKGdGsoxbPeLq/Udwxj75+ttnGNYyznU9HonJwNhYTXHkpRUYdEuA5jnGPWTmDJ4KF96erpRA3j++edrXMEmKCio1vvv168f8vPzcfHiRTRv3hy+vr7IycnRqnPp0iUAqHbCUicnJ63hf2oODg4m+WJhqv02VA4ODrh8Wb8/58uX7WHLTcu/LcOwvQxjq+3l4AB8/DEQ9YgIAWUQcXelNum3HAFxcYCzswPUo8lsta1qyxjtVV/t3bdvX60fwOpLcXExDh06hNdee02rPCIiAvv27dP5nNTUVERERGiVDR06FMuXL0dJSQkcHByQmpqKGTNmVKoTGxtbZSxVTYGgpp53LSmp9j8W7dolVDv3hSUcQ5+hqKY+D2top4ZyjJpeb2s4B1s5hjH2z9fbOMewlnOo6fU2bFqH2p2HJR3D2Or/iBX4+PjAx8fHZPs/cuQInJ2d4eXlBQAIDg7G66+/juLiYjg6OgIAtm3bhhYtWtQpAUbm5+dn3HpERIZQKICE3gsRfWgCMhGoKQ8IAGJjufhCQ3Du3Dm0atWqxnrlrzHq05UrV6BSqSr90Na8efNKP8qp5eTk6KxfWlqKK1euwM/Pr8o6Ve0TABYuXFhjj3gA2LIlDQUFWTXW02X3bn8AfWqsZwnHSExMNPkxzLV/HqOyql5vazqHhn4MY+6fr3fdjmFt51DV633unDeAmqd1OHduPzZvrt20DpZ0DGOrVWIqLy8PCxYswG+//Ybc3FxkZmZi4cKFKCkpwcSJE/W6aKuN8+fP4+rVqzh//jxUKhXS0tIAAO3atYO7uzs2btyInJwcBAcHw8XFBUlJSXjjjTcwdepUTW+n8ePHY968eZg0aRJef/11/Pvvv1iwYAHmzJnDFfmsnFwufQHMytI9UZsgiAgIEFDN/K9ERLVXUADFiXcQibeQsvxfZLu0MdmKMmQerVu3RpMmTdC7d2/06dNHc1t+7iaVSoXvv/8eHTp0MFucFa9nRFGs9hpHV/2K5Ybuc/bs2Zg5c6bmsXoKhIqGD++BkJDuVe6nOm5uApYsqbmeOY+hz1BUU5+HNbRTQzlGTa+3NZyDrRzDGPvn622cY1jLOdT0eg8dCnzxhVjjtA4vvXR/ra8LLeEYJiMaKD8/X+zcubNoZ2cnCoIg2tnZiaIoio8++qhoZ2cnLly40NBd6m3ixIkigEr/kpKSRFEUxS1btog9evQQ3d3dRVdXV7FLly5ibGysWFJSorWfY8eOiXK5XHRychJ9fX3FmJgYsayszKBY8vLyRABiXl6esU5PFEVRLC4uFjds2CAWFxcbdb8NVcX2WrdOFAVB+ielp6R/AlSigDJx3TozB2xG/NsyDNvLMGwvURTXr5fecIKCRLGazxS2lWGM2V51/eyePXu2OGzYMLFZs2aaayA7OzvRx8dHHDJkiPjYY4+J7du3F+3s7MSVK1fWOV5DFRUViTKZTFQqlVrlL774ojho0CCdz5HL5eKLL76oVaZUKkV7e3tNmwcGBopLlizRqrNkyRKxZcuWesembnsgT/pcFkQxMFAUS0v13kUlpaWiGBBQ+TNf89lvAcfQ5+/X1OdhDe3UUI5R0+ttDedgK8cwxv75elvOa1Efx9Dn/bzK76J3yozxXbT+j2GavEdFdlVmrKqwYMECnDx5UvNrmtqkSZMgiiK2bt1a11xZleLj4yGKYqV/oXdm9ho2bBiOHDmCGzduoKCgAMePH0d0dDTs7bU7hnXt2hW7d+9GYWEhsrOzMXfuXPaWaiAUCmlFBX9/7fIAZCLhvkUcSkNEpvPLL9JtZOTdJV6oQVmwYAG2bNmCixcv4ty5c1i3bh3eeOMN3HfffTh58iTWrl2L69ev45133sH48ePrPT5HR0f07t270jCDxMRE9O/fX+dzgoODK9Xftm0b+vTpo/lFuKo6Ve2zJur/HrGxdetNKJNJS3yX3yePUf/75zEsZ/88huXsn8ewnP3X1zGAar6LBhhnZUFzH8OkDM1kdejQQbSzsxMXLVqk1WMqNzdXFATBoF/PrBl7TFmGqtqrtFQUk5JEcdUqUUz68m+xFHai6OoqirdumSdQC8C/LcOwvQxjy+1VWiqKSdtLxVWNpopJCBFLt+2otr4tt1VtWFKPqZqoVCqT7NcQP/74o+jg4CAuX75cPHnypDh9+nTRzc1NTE9PF0VRFF977TVxwoQJmvr//fef6OrqKs6YMUM8efKkuHz5ctHBwUFMSEjQ1Nm7d68ok8nE9957Tzx16pT43nvvifb29uL+/fv1jqt8j6nAQOP8oqu2bp30S3j5X44t5RiG/P2a+jwsuZ0ayjH0fb0t+Rxs7Rh12T9fb8t5LerjGIa8n2t9F02qW28vcx9jw4bceukxJYhiha5PNXB2dkZJSQlu3rwJNzc3CIIAlUqF4uJiODs7w8nJCbdv3zZFDs2iqJc9NvayifosK0x36dVeogi0bCmtD/rrr8DIkfUbpIXg35Zh2F6GsdX2UiqB6Gjt5YcD/EXEfSxU+YuVrbZVbRmzvUz12W1pli5dikWLFiE7OxtdunTBRx99hEGDBgGQerinp6cjOTlZU3/Xrl2YMWMGTpw4gRYtWuDVV1/Fs88+q7XPhIQEvPnmm/jvv//Qtm1bzJ8/HwoDfpZVt/2GDbl48MEmRp93TaUCUlKA7GyYbG632hzD0L9fU59HfbVTUlIptmxJw/DhPRAWZm8Rr0V9HMOQ19tSz6E2x7D217u2++frbfzX25LbyVav33Jzc+Hj42PyayeDJz93dHRESUmJ1hLAAPDnn38CkBJXRBZFEKB6MBIpX/yJ7CXZ8HPjZMREVHdKJRAVJeW+y8u6ICAqynjdqYkMNW3aNEybNk3ntvj4+EplISEhOHz4cLX7jIqKQlRUVJ1jGzhQNMnnr0wG3JnZwWQawjHq6xxCQkQUFGQhJKQ7X28z7b8+j2Htr3dDei2s/fVuKO1EhjN4jql7770XAPDhhx9qyg4cOICpU6cCADp37myk0IiMQ6kEghI+RBiSMX7nFISFAUFBUjkRUW2oVFJPKV19jtVl06dL9YiIiIiIqGoGJ6bGjRsHURSxcOFCzYThwcHBOHLkCARBMMtkn0RVUfdoyLzipFWelSWVMzlFRLWRkqI9fK8iUQQyMqR6RERERERUNYMTU88//zwGDRqkWREPgNbqeBXnJCAyF+0eDdrLL7BHAxHVRXa2cesREREREdkqgxNT9vb22LZtGz744AMMGDAAbdu2xYABA/Dhhx9iy5YtsLMzeJdEJsEeDURkKn5+xq1H1u3YsWO4fv26ucMgIiIiskoGT34OSBOgz5o1C7NmzTJ2PERGwx4NRGQqcjkQEABkZYkQRaHSdkGQtsvlZgiO6l3Pnj3x1Vdf4emnnzZ3KERERERWx+DuTXZ2drC3153PGjx4MIYMGVLnoOj/27vz8KbKtI/jvzS0ZREqpUBLWygoioqjLMoilVYQURAkFEWUAQfBDW0R31FHZyiOigsIDI4bMoCC4ohhxl2qAtYBFBEXQHFhbWllL3up4bx/HBKaNi1JSZuk+X6ui4vknCfp/Tw5pznn7rPAH+jRAKC6WK3S9OmSDMmi4277Tky/qGnTWP0zXBieZsEHAACAV6o07q6iC7ClS5dq6dKlpxMP4DfOHg2W8p0ZJJnbk5Pp0QCgamw2aWHHx5WofLftSUnSwoXmfgAAAACV89uEUN99950kuVbqAwLN1aNB5ZNTZg8Hgx4NAKruwAHZ1j6izUrRktmb9dpr0pIl0qZNJKUAAAAAb3mVmJo4caKsVqusJ+7gDcNwPXf+69ChgySpWbNm1Rct4CObzey5kJjovj1JeVp428fcPALwmcMhLV0qvf7wOi091k06u63SRrTSjTdKaWkkuwEAAABfeD35ednhexUN5+vdu/fpRQT4mc0mDRxorr5XUCAlfDJPqbNGyLq1r6QrAx0egBBit0uZmc4VP7tKWqqkwn2avshCohsAAACoAq8SU2eeeaZatWolSdqyZYssFotatmzp2m+xWNSkSRN1795d2dnZ1RIocDqsVrMngyTpoo5yzJKWLj6mgn8dUUKbekpNpZcDgMrZ7VJGhlT27zL5B2OUkcG8UgAAAEBVeJWYyszMVGZmpiRzVT5J2rRpU/VFBVQj+w/nKdOap7zfE6RR5rakJHM+Km4qAXjicJg9pTx1FjZkkUVSVpbZO5MkNwAAAOA9r4fyOc2ePbs64gBqhN0uZQyxyDDi3bbn54seDwAqlJvrHL7nmWFI27aZ5Vy9MwEAAACcks+JqREjRkiSVq9erbffflu//fabmjdvrmuvvVadO3f2e4CAv7j3eHBfps8wzJX76PEAwJOCAv+WAwAAAGDyOTElSffff78mT57stu3RRx/VuHHjym0HggU9HgBUVUKCf8uhdlmyZInOPffcQIcBAAAQkiJ8fYHdbtfTTz8tyVyZr/S/qVOnauHChX4PEvAHejwAqKrUVHMuOovF836LRUpONssh/PTs2VPx8fGnLggAAIByfE5MPffcc5Kkhg0bKjMzU1OnTlVmZqZiYmJkGIaef/55vwcJ+AM9HgBUldVqLpBgTnV+3G2fM1k1bRrDgAEAAABf+TyUb82aNbJYLPrvf/+rnj17urZfd911Sk9P15o1a/waIOAvzh4P+fmeV9ayWMz99HgA4InNJi2cmqfMLClPya7tSUlmUoqFEwAAAADf+dxj6uDBg5JUbqJz5/NDhw75ISzA/072eCg/HMciM1NFjwcAlbEdmKvNStGSLg/otdekJUukTZtISgEAAABV5XNiqmnTppKkefPmuW13Po+Li/NDWED1sNmkhQulxET37UnWAi180+DmEkDlFi2SVceVNrqtbrzRXCiBZDYAAABQdT4npnr06CHDMHTnnXeqc+fOGjx4sDp37qw777xTFotFqYyDQpCz2aTNm82eDq/966iWRPbRJkeybGd/F+jQAAQhh0NaulR6/R87tfTrhnJY6kgDBgQ6LASZH3/8URkZGfrDH/6gK664Qk8//bQOHDgQ6LAAAACCns+Jqfvvv1+RkZGSzPmm/vOf/2jNmjUyDEN16tTRn//8Z78HCfib1Wr2dLjxlrpKu6a+rDouLVoU6LAABBm7XUpJkdLTpWGZTZWupUqJzJc9t2mgQ0OQuf7663XmmWdq+vTpuu2227R69WpddNFF+vXXXwMdGgAAQFDzOTHVoUMHLViwQE2aNJFhGK5/TZo00euvv66OHTtWR5xA9Rk0SA5FaOkrW/X662bPCIcj0EEBCDS7XcrIkPLy3LfnH2uqjAxzP+CUn5+vF198Uenp6brhhhu0YMECPfTQQxozZkygQwMAAAhqPiemJGnQoEHaunWrcnJyNG/ePOXk5Gjr1q2yMUEPQpBdNqVos9I3/UvDhpk9I1JSuOkEwpnDIWVmel7B05C5ekJWFklsnNSlSxctWbLEbduIESP01VdfBSgiAACA0FDHl8LFxcVat26dJKl9+/bq1atXtQQF1BS7Xcq4paEMneG2PT/f7CmxcCGrbQHhKDe3fE+p0gxD2rbNLJeWVmNhIYiVlJRoyJAh+utf/yqbzaZmzZppwYIF6tKlS6BDAwAACGpe95h66aWX1KxZM11yySW65JJL1KxZM7344ovVGRtQrdx7RFjc9jl7SdAjAghPBQX+LYfab8iQIRo+fLjeffdddenSRWeccYZuv/12tWnTRjNnzlRubq527twZ6DABAACCjlc9pnJycnT77bfLYrHIMAxZLBbt379fd955p1q3bq0+ffpUd5yA39EjAkBFEhL8Ww61X9m5pHbs2KG1a9dq7dq1WrVqlWbPnq0ffvhBe/fuDVCEAAAAwcmrxNS0adMkScaJbiSl/58+fTqJKYQkekQAqEhqqpSUZA7r9TTPlMVi7k9NrfnYELw++eQT7d27V23bttUFF1ygK664QldccUWgwwIAAAhqXg3lW7VqlSwWi0aPHq1du3Zp586dGjVqlGsfEIroEQGgIlarNH26+dii4277LCdG/k6bZpYDJOm2227TLbfcon//+9+65JJLFBsbq4svvlgjRowIdGgAAABBzavE1J49eyRJTz/9tGJjY9WkSRNNnjxZkuiSjpDl7BFhsXjeb7FIycn0iADClc0mLXz1iBK13W17UhILI6C8N998U//73//073//Ww0aNNDGjRvVvHlzxcXFBTo0AACAoOZVYur4cfOvxY0aNXJti4mJcdsHhBq3HhFlklMWmWN36BEBhDdb5DvarFZa0uImvTbf0JIl0qZNJKVQXp06dZSYmChJioyMVJMmTfTyyy/rm2++CWxgAAAAQc6rOaacXnnlFa+2//GPf6x6REANstnMng+Zme4ToSdF79S015px8wmEu7feklXHlXZzkjSsgu6VgKTOnTtr+fLl6tGjh9q0aaP169erdevW+vLLLwMdGgAAQFDzKTF1yy23uD23nOhmUnq7xWIhMYWQYrNJAweaq+8VrClQwr03KvX3FbKmFUiKDXR4AALA4ZByPy5WwX/rK0E9lTooQ3SeRGVeeuklHThwQJJ0zz33aMiQIWrdurXOP//8AEcGAAAQ3HxKTBmeliYCagGrVUpLk5SWIMe/9il3bTcV/OV7JQztqdRUhvMB4cRud/aijJY0W5KUNMTQ9OkM4YNnDodD3333na666ipJ0rBhw9S0aVN9++23uummmwIcHQAAQHDzKjF1+eWXu3pHAbWZ3S5lbl2mPMVIL0p60ZzomBtSIDzY7VJGhlT27zD5+RZlZDDpOTyzWq268cYbVVRU5Np25ZVX6sorrwxgVAAAAKHBq8TU0qVLqzkMIPBO3pA2ctueny9uSIEw4HCYPaU8dQ42DHORhKwsc+gvvShRVv/+/ZWbm6tUlnIFAADwiVer8gG1nfsNqXvvQOdNalaWWQ5A7ZSb674IQlmGIW3bZpYDyiouLtbgwYP1z3/+UwUFBYEOBwAAIGSQmALEDSkAydtcAjkHeHL55ZdrwIABmjt3rtq2basWLVro6quv1v333x/o0AAAAIKaT5OfA7UVN6QAEhL8Ww7h5dVXX9WqVaskmYvF/PLLL/ruu++0du3aAEcGAAAQ3OgxBYgbUgBSaqq52IFFnlegtVik5GSzHOC0Y8cOSdKGDRtc2ywWi9q2bavBgwfrgw8+CFRoAAAAIYHEFKBSN6QVLD7JDSlQ+1mt5gqckmTRcbd9zt8N06Yx8TnctW3bVs2bN9fRo0c1duxYzZw5U19++aWOHDmiffv26Ycffgh0iAAAAEGNxBSgMjekZZJT5g2qwQ0pEAZs15Zo4Rkjlah8t+1JSazMCc+Kioq0cuVKWa1WtWrVSp999pluvfVWNW7cWPHx8Ro8eHCgQwQAAAhqVZ5jyjAMrV+/Xjt27FCzZs10/vnny1JRdxMgBNhs5o1nZqb7ROhJytO0cVtls/UIXHAAasann8p28BUNjPtIuQvyVbDDqoQEs7ckiWlUpHXr1vr666913nnnubaVlJTowIEDio2NDWBkAAAAwa9Kiak333xT48ePV37+yb8oJyYmasqUKRoyZIjfggNqms0mDRxorr5XUCAlvPOSUl+/Q9YtgySRmAJqK4fjxHn/xBYlqKdSB52ntF5kouCuR48e6ty5szp27KhOnTrpvPPOU0SE2fm8dFJKkiIjI0lKAQAAeMHnxJTdbtfQoUMlmb2mnPLy8jR06FDVqVNHgwYN8l+EQA2zWqW0tBNPzukkx+vS0ncOqGD2USW0rkvPCaCWsdtL95QcI2mMkhYd1fS+DN2Du+3bt+sf//iHJHOC87p16+qiiy5Sp06ddOmll6pPnz5q3rx5gKMEAAAILT7PMTVx4kQZhiHDMJSYmKiuXbsqMTFRkpmoys7O9neMQMDYN3dUijVP6cc+0rA/1VV6upSSYt7IAgh9druUkeE+fFeS8ndHKyODcx3uNm7cqD179mjx4sV6/PHHdc0116iwsFD//Oc/NWLECCUnJ2vEiBHas2dPoEMFAAAIGT4npjZs2CCLxaLHHntM27Zt0/Lly7Vt2zb9/e9/lyT99NNPfg8SCAS7XcoYYlGeI95te36+uGEFagGHw+wpVarzr4thmHMmZmWZ5QCnM888U71799b999+vN998Uxs3btTu3bv13nvvaeTIkXrjjTd0+eWX69ChQ4EOFQAAICT4nJhq1qyZJOnuu+92256ZmSlJio+PL/caINS437C6T+rvvInlhhUIbbm55XtKlWYY0rZtZjmgMo0bN9bVV1+tl156SStWrNDGjRs1ZcqUQIcFAAAQEnxOTI0cOVKS9P3337ttdz4fPXr06UcFBBg3rEDtV1Dg33KAJHXo0EG333673nrrrUCHAgAAEBJ8nvy8ZcuWiouL08CBAzVmzBi1atVKW7Zs0csvv6ykpCQlJCTolVdecZX/4x//6NeAgZrADStQ+yUk+Lcc4HTJJZfoxRdfDHQYAAAAIcHnxNSYMWNksVhkGIYmTZpUbv+tt97qemyxWEhMISRxwwrUfqmpUlKSlJ9vuOaUKs1iMfenpgYgOASlLVu2qFWrVqcsd+zYMUVFRdVARAAAAKHP58SUZK6+V/p/oLY5ecPqeWJkbliB0Ge1StOnSxmDJYuOyyg1ut1yIk81bZpZDpCk1q1bKzY2Vp06dVLnzp1d/7ds2dJVxuFw6NVXX9W5554bwEgBAABCh8+JqQkTJlRHHF557LHH9N577+mbb75RVFSU9u3b57Z/zpw5uuWWWzy+9rffflOzZs20efNmtW7dutz+Dz74QH379q2OsBGCXDesGeYNaunklEXHJUVwwwrUAjabtLDnDGUuG6Q8Jbu2JyWZSSmbLXCxIfg88MADWrNmjb7++mvl5OTIciKDGRsbq4suukhNmjTRmjVr9Ouvv+rVV1+t8fj27t2re+65R2+//bYkacCAAZoxY4bOPPNMj+VLSkr08MMP6/3339fGjRsVExOj3r1764knnlCLFi1c5dLS0rRs2TK3195www1asGBBtdUFAACEj5BKTB07dkxDhgxRt27dNGvWrHL7b7jhhnLJpZEjR+ro0aOu1QSdPv74Y11wwQWu57GxsdUTNEKWzSYtXGiuzld6IvQk5Wva3FjZbA0CFxwA/zh6VLY1f9VAjVPuP75RQdyFSkgwe0OSeEZZjz/+uOvxtm3btHr1an399ddavXq11qxZo8LCQsXFxenvf/+7hg0bVuPxDRs2THl5efrwww8lmdMvDB8+XO+8847H8ocPH9bXX3+tv/71r7rooou0d+9eZWVlacCAAfrqq6/cyo4ePVqPPPKI63m9evWqryIAACCsVGkoX6BMnDhRktkzypN69eq5XSjt3LlTn376qcckVpMmTRQfH18tcaL2sNmkgQPN1fcKCqSEB0cqdcursjpmSRoZ6PAAVJHDceK8fmetEvZ3UGqLjUq764IqrFWLcJWcnKzk5GRdd911rm3Hjx9XRERgDqIffvhBH374oVauXKkuXbpIkmbOnKlu3bppw4YNHocWxsTEKCcnx23bjBkzdOmll2rr1q1uQxTr16/PdRMAAKgWVUpM/e9//9O0adO0fv16HTlyxG2fxWLRr7/+6pfgTtcrr7yi+vXrKyMjo9y+AQMG6OjRo2rbtq3GjRvnsQwgmb0m0tJOPPm5jRwTpKXPrVdBtOhZAYQgu710T8jOkpYqaf8+Tf9PBEP3cFoClZSSpBUrVigmJsaVlJKkrl27KiYmRsuXL/d6zquioiJZLJZyw//mz5+vefPmqXnz5rr66qs1YcIENWzYsML3KS4uVnFxsev5/v37JZnDB0tKSnyoWWhz1jWc6ixRb+odHqg39Q4HNVVfnxNTubm56tWrlxwOh2vyc+cqfc7HweJf//qXhg0b5taL6owzztAzzzyjyy67TBEREXr77bd1ww03aO7cubr55psrfK+ausAK1wO+qmq6vRY1GqnxukV5q5KlE6M0EhMNPfOMQ4MGBfdiABxbvqG9fBMq7bVokUVDh1pPzBt38vsq/2CMMjIMLVhQ/edyqLRVsPBne9XmNi8sLCw3bYEkNWvWTIWFhV69x9GjR/XAAw9o2LBhatSokWv7TTfdpNatWys+Pl5r167Vgw8+qG+//bZcb6vSJk2a5OrpXtqSJUtUv359r+KpTSprq9qMeocX6h1eqHd4OHz4cI38HIvh49J6AwcOdJuroHRSyvnc4XB4/X7Z2dkeL1xKW7VqlTp37ux6PmfOHGVlZZWb/Ly0FStWqHv37vrqq6/UqVOnSt//7rvv1rJly/Tdd9/5HOdrr70WlhdY4WjFigQ9+eQlkgy5j/cxj//771+lbt0KAhEaAC84HNKYMX20e3ddlU5KnWQoLu6IXnwxh16QtdThw4c1bNgwFRUVuSVegpm310mLFy/W3LlztWHDBrd9bdu21ahRo/TAAw9U+h4lJSUaMmSItm7dqqVLl1baPqtXr1bnzp21evVqdezY0WMZT3/QS05OVkFBgZo0aVJpLLVJSUmJcnJydOWVVyoyMjLQ4dQY6k29wwH1pt7hYPfu3UpISKj2ayefe0x9+eWXslgseu6553THHXdIkr777js9+OCD+uWXX/TGG2/49H5jx47V0KFDKy2TkpLia5h6+eWXdfHFF58yKSWZXd1ffvnlSss8+OCDuvfee13PnRdYffr08esHFK4HfFXVVHs5HNJddzlPl7JDNSyyWAzNn3+JsrN/D9obWo4t39BevgmF9lq2zKLduyv72rNo1676atSon3r2rL5eU6HQVsHEn+3l7O0cSry9Tvruu+/022+/ldu3c+dONW/evNLXl5SU6Prrr9emTZv06aefnvK6pmPHjoqMjNTPP/9cYWIqOjpa0dHR5bZHRkaG5XFPvcML9Q4v1Du8hFu9a6quPiemdu/eLclc+cWZmGrfvr1eeuklJSYm6p///KdefPFFr98vLi5OcXFxvoZRqYMHD+rf//63Jk2a5FX5NWvWKCEhodIyNX2BFW4H/Omq7vb63/+k/PyK9xuGRXl50sqVkSfnowpSHFu+ob18E8zttXOnt+XqqCaqEMxtFYz80V6h2N7eXid169ZNRUVF+vLLL3XppZdKkr744gsVFRWpe/fuFb7OmZT6+eeftWTJEq96M61bt04lJSWnvHYCAADwhs+zdNatW1eSuTqLM1GzdetW1alj5rgWLVrkx/Dcbd26Vd988422bt0qh8Ohb775Rt98840OHjzoVu6NN97Q77//rptuuqnce8ydO1evvfaafvjhB23YsEGTJ0/WP/7xD919993VFjdCX4GXI/S8LQeg5nl7D829NkLReeedp759+2r06NFauXKlVq5cqdGjR6t///5uE5+3a9fOda32+++/KyMjQ1999ZXmz58vh8OhwsJCFRYW6tixY5KkX3/9VY888oi++uorbd68We+//76GDBmiDh066LLLLgtIXQEAQO3ic4+p2NhYHTp0SHv37lViYqI2bdqk/v37uxJTzguZ6vC3v/1Nc+fOdT3v0KGDJHMizbRS3VRmzZolm82mxo0be3yfRx99VFu2bJHVatU555yjf/3rX5VOfA5wQwuEvtRUKSnJ7P3oaXZFi8Xcn5pa87EB/jB//nzdc8896tOnjyRzBeJnn33WrcyGDRtUVFQkScrLy9Pbb78tSbr44ovdyjmvraKiovTJJ59o+vTpOnjwoJKTk9WvXz9NmDBB1mAduw4AAEKKz4mp8847T9u2bdMvv/yitLQ0bdy4UevWrZNkTnzu7D5eHebMmaM5c+acstzy5csr3DdixAiNGDHCj1EhHHBDC4Q+q1WaPl3KyDBkkSGjVKdh54Ky06YpaOeJA04lNjZW8+bNq7RM6QVrUlJSdKo1cJKTk7Vs2TK/xAcAAOCJz0P5brvtNt1zzz06fvy4/vrXvyo+Pl6GYcgwDDVv3lzPPPNMdcQJBJTzhlY6eQPrZDmxKh83tEDws9mkhWNylCj3SeOSkqSFC839AAAAAGqOzz2mrrvuOl133XWu5z/99JM+/fRT1alTR5dddpliYmL8GR8QNGw288Y1M1PKyzu5PSmyUNMWJHBDC4QI2w+PaaA+V+5t81XQc6gSEszejiSWAQAAgJrnU2LqyJEj6tevnywWi/75z3+qXbt2OuOMMzRgwIDqig8IKjabNHCglJsrFfx8UAl3XKfUkiWytvte0vmBDg9ABRyOE+ft2t1K+CxCqZLS/tJdahnoyAAAAIDw5lNiql69evryyy915MgRpaSkVFNIQHCzWqW0NElpZ0hv15PjXWnppBUquOZ8el4AQchuL93TsYmkJUqK2qHpXzWTjcQUAAAAEFA+zzHVqVMnSdL27dv9HgwQauxn/59StFnp80Zp2DApPV1KSTFvhAEEnt0uZWS4D7+VpPxjTZWRwbkKAAAABJrPiaknn3xSdevW1W233UZyCmHNbpcypqcqT4lu2/PzxQ0vEAQcDrOnlKdFxwyZqxhkZZnlAAAAAASGz4mpG2+8UREREfr000+VnJys+Ph4tWnTxvXvrLPOqo44gaBy8obXorKnkfMmmBteILByc8v3lCrNMKRt28xyAAAAAALD51X5tmzZIovF/EuzYRjauXOna59hGK59QG3myw1vWlqNhQWglIIC/5YDAAAA4H9eJaZeeeUVWSwWDR8+XJKZgHIyPI2RAGo5bniB4JeQ4N9yAAAAAPzPq8TUyJEjFRERoeHDh+v48ePVHRMQ9LjhBYJfaqqUlGTO++bpbygWi7k/NbXmYwMAAABg8nqOKXpGASc5b3grGrlqsUjJydzwAoFktUrTp0vmVOfuf1RxnrvTppnlAAAAAASGz5OfAyh9w1s+OWWRmcTlhhcIPJtNWvjwt0pUvtv2pCRp4UJzPwAAAIDA8Wny89zcXK96Tl1++eVVDggIFTabeWObmek+EXpS3V2aNr8pN7xAgDkc5gIExUtXaI7elK4doB03ZikhwezNSOIYAAAACDyfElNpXiwvZrFY9Pvvv1c1HiCk2GzSwIHmzW/Bqjwl/PlmdS/5UsutBXr99RhugIEAsdtLJ43vkHSHklYWa/pIVsoEAAAAgolPQ/kMw/DqHxBOrFbzRvfG/0vSnpROOsuxQenXxWjYMCk9XUpJMW+SAdQMu13KyHDvyShJ+builJHB+QgAAAAEE596TLVq1aq64gBCnt0uZWyeLEPuydn8fPMmmflsgOrncJg9pTz9jcQwLLJYpKwss6cjPRkBAACAwPMpMbVp06bqigMIaa6bYUllOyIahrgZBmpIbm75nlKlGYa0bZtZjiF9AAAAQOCxKh/gBydvhi0e95e+GQZQfQoK/FsOAAAAQPUiMQX4ATfDQHBISPBvOQAAAADVy6uhfC1btlREBDksoCLcDAPBITVVSkqS8vMNGUb5HowWi7k/NTUAwQEAAAAox6ts0+bNm7Vx48bqjgUIWc6bYYvnkXyyWKTkZG6GgepmtUrTp0syJIuOu+1znp/TpjHXGwAAABAs6AYF+IHrZljlk1MWizklOjfDQM2wXXdcC+NuV6Ly3bYnJbE6JgAAABBsSEwBfmKzmTe9iYnu25OaHOFmGKhJubmy7XpJmxv+QUs+LNZrr0lLlkibNnEeAgAAAMHGqzmmAHjHZpMGDjRX3yuYPF/N3psltUvVjuKJWrrUHMpHrymgejgcJ8697B+VoJ5KHXKO0q6KDnRYAAAAACpBYgrwM6tVSkuT7Gt6aOR7lyvv82Tpc3NfUpI55I9eG4B/2e1SZqaUlydJt0m6TUnvFGu6nfMNAAAACGYM5QOqgd0uZYxvpTy5j+vLz5cyMsz9APzDbjfPKzMpdVL+rijONwAAACDIkZgC/MzhMHtuGIZU9hQzt0lZWWY5AKfH/XxzZxjmSgScbwAAAEDwIjEF+FlubvmeG6UZhrRtm1kOwOnhfAMAAABCG4kpwM8KCvxbDkDFON8AAACA0EZiCvCzhAT/lgNQMc43AAAAILSRmAL8LDXVXH3PYvG832KRkpPNcgBOj+t8k4dJpsT5BgAAAAQ7ElOAn1mt0vTp5uOyySmLjkuSpk0zywE4PW7n24nzy8l5/nG+AQAAAMGLxBRQDWw2aeFCKTHRfXuS8rVw7iHZbIGJC6iNbNcc1cL6f1Si8t22JyWZ5yHnGwAAABC86gQ6AKC2stmkgQPN1cAKthtKeOhP6r55npaveUuv1xmghARzeBE9OYCqcThOnF/2NUo4vE2/JvbU8ld+UcFvEZxfAAAAQIggMQVUI6tVSkuTJIvsi6/TWZsfUd7UZNf+pCRzGBI9OgDf2O1SZqaUlydJ3SQtVdL+Ik3fF6EbbwxwcAAAAAC8xlA+oAbY7VLGKwOUJ/exffn5UkaGuR+Ad+x287wxk1In5R9sxPkEAAAAhBgSU0A1czjMnh2GYVHZU844sZBYVpZZDkDlTp5P5feZ5xjnEwAAABBKSEwB1Sw3t3zPjtIMQ9q2zSwHoHKcTwAAAEDtQmIKqGYFBf4tB4QzzicAAACgdiExBVSzhAT/lgPCGecTAAAAULuQmAKqWWqqufqexeJ5v8UiJSeb5QBU7uT55GGSKXE+AQAAAKGGxBRQzaxWafp083HZ5JRF5s31tGlmOQCVc51PhmTRcbd9zvOL8wkAAAAIHSSmgBpgs0kLF0qJie7bk+oUaOGbhmy2wMQFhCKbTVp41v1KVL7b9qQk8zzjfAIAAABCR51ABwCEC5tNGjjQXC2sYOMRJdxlU/ejH2t5/mq9/voflJBgDj+ipwfgmcNx4vz5YqsSfv1Sv0aco+ULt6vgaGPOHwAAACBEkZgCapDVKqWlSUqrJ/tr1+qsT15SXmaya39SkjlMiR4fgDu7XcrMlPLyJKmlpKVKit6l6UZj3XhjgIMDAAAAUGUM5QMCwG6XMj65Q3lyH9uXny9lZJj7AZjsdvO8MJNSJ+UfacL5AgAAAIQ4ElNADXM4zJ4f5rTn7qegcWKhsawssxwQ7lzni4dF+AyZs51zvgAAAAChi8QUUMNyc509Pywe9xuGtG2bWQ4IdyfPF884XwAAAIDQRmIKqGEFBf4tB9RmnC8AAABA7UZiCqhhCQn+LQfUZpwvAAAAQO1GYgqoYamp5up7Fs8j+WSxSMnJZjkg3J08XzxMMiXOFwAAACDUkZgCapjVKk2fbj4um5yynJgSfdo0sxwQ7lzniyFZdNxtn/P84XwBAAAAQheJKSAAbDZp4UIpMdF9e2Kd35SdLRUXS0uXstIYwpvDYZ4HxcVSduu5SlS+2/6kJPM8stkCEx8QbPbu3avhw4crJiZGMTExGj58uPbt21fpa0aOHCmLxeL2r2vXrm5liouLdffddysuLk4NGjTQgAEDlFfZqgQAAAA+qBPoAIBwZbNJAweaq4kV/LRfP98xVTN//5MmTDhZJinJ7C3CjTfCjd0uZWaWXpFvpBK1TRPH7VXbSxorIcEcvkdPKeCkYcOGKS8vTx9++KEkacyYMRo+fLjeeeedSl/Xt29fzZ492/U8KirKbX9WVpbeeecdLViwQE2aNNH48ePVv39/rV69WlZOQgAAcJpITAEBZLVKaWmSfU8jZR//mwy5z6OTny9lZNArBOHFbjePe6PMtFLblajsaRFauNA8bwCc9MMPP+jDDz/UypUr1aVLF0nSzJkz1a1bN23YsEHnnntuha+Njo5WfHy8x31FRUWaNWuWXn31VfXu3VuSNG/ePCUnJ+vjjz/WVVdd5f/KAACAsEJiCggwh8PsGWLeg7uPrjUMcx6drCyzdxV/mEZt5zofPMx1bihCFnE+AJ6sWLFCMTExrqSUJHXt2lUxMTFavnx5pYmppUuXqlmzZjrzzDPVs2dPPfbYY2rWrJkkafXq1SopKVGfPn1c5Vu0aKH27dtr+fLlFSamiouLVVxc7Hq+f/9+SVJJSYlKSkpOq66hxFnXcKqzRL2pd3ig3tQ7HNRUfUMmMbV582b9/e9/16effqrCwkK1aNFCN998sx566CG3Ludbt27VXXfdpU8//VT16tXTsGHDNHnyZLcy33//vcaOHasvv/xSsbGxuu222/TXv/5VloqWSQOqUW6uc7iS5+PPMKRt28xy9BJBbXfyfPCM8wHwrLCw0JVMKq1Zs2YqLCys8HVXX321hgwZolatWmnTpk3661//qiuuuEKrV69WdHS0CgsLFRUVpcaNG7u9rnnz5pW+76RJkzRx4sRy25csWaL69ev7ULPaIScnJ9AhBAT1Di/UO7xQ7/Bw+PDhGvk5IZOY+vHHH3X8+HG9+OKLOvvss7V27VqNHj1ahw4d0uTJkyVJDodD/fr1U9OmTfX5559r9+7dGjFihAzD0IwZMySZf7G78sorlZ6erlWrVumnn37SyJEj1aBBA40fPz6QVUSYKijwbzkglHE+AO6ys7M9JnhKW7VqlSR5/AObYRiV/uHthhtucD1u3769OnfurFatWum9996TrZIx5Kd63wcffFD33nuv6/n+/fuVnJys9PR0NWnSpNL61CYlJSXKycnRlVdeqcjIyECHU2OoN/UOB9SbeoeD3bt318jPCZnEVN++fdW3b1/X8zZt2mjDhg16/vnnXYmpxYsXa/369dq2bZtatGghSZoyZYpGjhypxx57TI0aNdL8+fN19OhRzZkzR9HR0Wrfvr1++uknPfPMM7r33nvpNYUal5Dg33JAKON8ANyNHTtWQ4cOrbRMSkqKvvvuO/3222/l9u3cuVPNmzf3+uclJCSoVatW+vnnnyVJ8fHxOnbsmPbu3evWa2rHjh3q3r17he8THR2t6OjoctsjIyPD6oLeiXqHF+odXqh3eAm3etdUXUMmMeVJUVGRYmNjXc9XrFih9u3bu5JSknTVVVepuLhYq1evVnp6ulasWKGePXu6XSxdddVVevDBB7V582a1bt3a48+qqbkSwnXsalXVhvbq2lVKTKyj7dslwyifGLVYDCUmSl27/q7TqWZtaKuaRHv5xl/tVVPnQyBxbPnGn+0Vim0eFxenuLi4U5br1q2bioqK9OWXX+rSSy+VJH3xxRcqKiqqNIFU1u7du7Vt2zYlnMj+durUSZGRkcrJydH1118vSSooKNDatWv11FNPVaFGAAAA7kI2MfXrr79qxowZmjJlimtbYWFhub8KNm7cWFFRUa55EAoLC5WSkuJWxvmawsLCChNTFc2VsHjx4mqZKyHcxq6erlBvr5tvTtCTT14icwr00jfjhgxDuummVfroI/+MXQr1tqpptJdv/NFezvPBouMy3BYE8P/5EEgcW77xR3vV1DwJgXDeeeepb9++Gj16tF588UVJ0pgxY9S/f3+3ic/btWunSZMmadCgQTp48KCys7M1ePBgJSQkaPPmzfrLX/6iuLg4DRo0SJIUExOjUaNGafz48WrSpIliY2N133336cILL3St0gcAAHA6Ap6Y8nbuhM6dO7ueb9++XX379tWQIUN06623upX1Zn6FsmWME8s/VWWuhD59+qhRo0aVxu+LcB27WlW1pb2uuUbq2NGhe++1Kj//5PakmP2a8lIDDRrUQVKH0/oZtaWtagrt5Rt/tZfDITVoYNHRL7/Va0taaKdOTuaclCRNmeLwy/kQSBxbvvFnezl7O9dW8+fP1z333ONaQW/AgAF69tln3cps2LBBRUVFkiSr1arvv/9er7zyivbt26eEhASlp6frjTfeUMOGDV2vmTp1qurUqaPrr79eR44cUa9evTRnzhxZWRoTAAD4QcATU97OneC0fft2paenq1u3bnrppZfcysXHx+uLL75w27Z3716VlJS4ekXFx8eXW0Vmx44dklTpHAw1PVdCuI1dPV21ob2uv14aPNhcbazg9aVq9tIjUt147SiZp//9L0KpqZI/7gFqQ1vVJNrLN6fTXna7lJnpXJXvYklSXIPDunl0fQ0cKKWmWmS1Bvxry284tnzjj/aq7e0dGxurefPmVVrG+cc4SapXr54++uijU75v3bp1NWPGDNdCMgAAAP4U8Ct8b+dOkKT8/Hylp6erU6dOmj17tiIiItz2d+vWTY899pgKCgpccyMsXrxY0dHR6tSpk6vMX/7yFx07dkxRUVGuMi1atCg3xA+oaVarlJYm2Qu6aeTMV5X3W6J0s7kvKUmaPl2qZJEkIGTZ7VJGhlTqnlmStPtwPU2fLr8lZgEAAAAEl4hTFwkO27dvV1pampKTkzV58mTt3LlThYWFbr2f+vTpo/PPP1/Dhw/XmjVr9Mknn+i+++7T6NGjXcPthg0bpujoaI0cOVJr167VokWL9Pjjj7MiH4KG3S5l3BStPKOF2/b8fPPG3W4PUGBANXE4zJ5SZZNS0skJ0LOyzHIAAAAAapeQSUwtXrxYv/zyiz799FMlJSUpISHB9c/JarXqvffeU926dXXZZZfp+uuv13XXXafJkye7ysTExCgnJ0d5eXnq3Lmz7rzzTt17771u80cBgeJ+g152LjTzf27QUdvk5jqH73lmGNK2bWY5AAAAALVLwIfyeWvkyJEaOXLkKcu1bNlS7777bqVlLrzwQn322Wd+igzwH19u0NPSaiwsoFoVeLnAnrflAAAAAISOkOkxBYQDbtARjkp1fPVLOQAAAAChg8QUEES4QUc4Sk01J/e3yMMkU5IsFik52SwHAAAAoHYhMQUEEdcNegXz8FssBjfoqHWsVnPFSUmy6LjbPue5MG0aq/IBAAAAtRGJKSCIuN2gl0tOHZdhSIMHm3NMMQE6agOHQ1q6VCr+cZOy9Tclarvb/qQkaeFCyWYLTHwAAAAAqheJKSDI2GzmjXhiovt2q45LsmjaNCk9XUpJkez2AAQI+Indbh7H6enSsIdaa4L+LqNePU2cKL32mrRkibRpE0kpAAAAoDYjMQUEIZtN2rzZvDHPypIkQ44yp2t+vpSRQXIKocluN4/fsqtQbj8Sq+xsKTraXHmS4XsAAABA7UZiCghSVqs5l9TChZJkUdnT1TgxT3RWFsP6EFocDikz8+QxXJohcwwrxzUAAAAQHkhMAUEsN7d8j5LSDEPats0sB4QKjmsAAAAATiSmgCBWUODfckAw4LgGAAAA4ERiCghiCQn+LQcEA45rAAAAAE4kpoAglpoqJSVJFovn/RaLlJxslgNCheu4lodJpsRxDQAAAIQTElNAELNapenTzcdlk1MWHZckTZvGymUILW7H9Ynj2Ml5nHNcAwAAAOGBxBQQ5Gw2c2W+xET37YnKU/ZtBSoulpYuZQUzhAaHwzxei7f+pmxNUKLy3fYnJZnHu80WmPgAAAAA1Kw6gQ4AwKnZbNLAgeYqZQUF0s+P/1sz13bThBcSpBfMMklJZi8UbugRrOx2KTPTuSJfc0mPKDF6pyb+RWrb1pxTKjWVnlIAAABAOKHHFBAirFYpLU2Kjpay1w5Rnty7UOXnSxkZ5s0/EGzsdvP4NJNSJ20vjlN2tnlcp6WRlAIAAADCDYkpIIQ4HGaPE0MWlT19jRPzSGdlMawPwcV13HqY69w8ljluAQAAgHBFYgoIIbm55XuclGYY0rZtZjkgWHDcAgAAAKgIiSkghBQU+LccUBM4bgEAAABUhMQUEEISEvxbDqgJHLcAAAAAKkJiCgghqanm6nsWi+f9FouUnGyWA4KF67iVh0mmxHELAAAAhDMSU0AIsVql6dPNx+WTU8dlGIYGDzbn6mEiaQQDh8M8HjMyJEOSRcfd9juP42nTWJEPAAAACEckpoAQY7NJCxdKiYnu2606LsmiadOk9HQpJUWy2wMQIHCC3W4eh+npZuJJsiiiTGIqKck8nm22AAQIAAAAIOBITAEhyGaTNm+WliyRsrIkyZCjzOmcn2/2UiE5hUCw283jr+xqfM7jNCvLPH43bSIpBQAAAIQzElNAiLJazTl5Fi50bnE/nY0T0/lkZTGsDzXL4ZAyM08eg+4iZLFIb71lHr8M3wMAAADCG4kpIITl5jp7pHieDd0wpG3bzHJATTl5XHrGcQkAAADAicQUEMIKCvxbDvAHjksAAAAA3iIxBYSwhAT/lgP8geMSAAAAgLdITAEhLDXVXNXM4nkknywWKTnZLAfUlJPHpcdJpjguAQAAALiQmAJCmNUqTZ9uPi6fnDJkGNLgweZcPkyAjprgcJjHW0aGOZeURcfd9juP02nTmPgcAAAAAIkpIOTZbObKfImJ7tutMjNR06ZJ6enS2WfX0YoVjJ1C9VmxIkFnn11H6enmcSdZFFEmMZWUZB6vNlsgIgQAAAAQbEhMAbWAzSZt3iwtWSJlZRmSDDnKnN7bt0tPPnmJFi2qYNwfcBoWLbLoyScvUX6++3bzODSUlWUen5s2kZQCAAAAcBKJKaCWsFrNOXsWLnQmntxPb8Mwt48fb2VYH/zK4ZDuvdc5Lq9s4jNCFotFb71lHp8M3wMAAABQGokpoBbJzZXy8qTyyQEni/LyLMrNrcGgUOvl5kr5+RZVdNwZhrRtmzjuAAAAAJRDYgqoRQoK/FsO8AbHHQAAAICqIjEF1CIJXs5t7m05wBscdwAAAACqisQUUIukppqrnlkqnN/cUFycoe7dazIq1Hbdu0txceak+55YLFJysnl8AgAAAEBpJKaAWsRqlaZPNx97Tk5ZtGuXRWedJdntNRkZaiu7XTrrLGnXLs9zTDmPw2nTmPgcAAAAQHkkpoBaxmaTFi6UEhMrLpOfL2VkkJzC6bHbzePInHDfs6Qk83i02WouLgAAAAChg8QUUAvZbNKvv0pNm0qehlcZJzZlZUkOR01GhtrC4ZAyM08eS540bSr98gtJKQAAAAAVIzEF1FLLl0s7d0qehldJZkJh2zYpN7dGw0ItkZtbeU8pyTz+li+vmXgAAAAAhCYSU0AtVVDg33JAaRxfAAAAAPyBxBRQSyUk+LccUBrHFwAAAAB/IDEF1FKpqebE055X5zO3Jyeb5QBfuY4vD3OYSRxfAAAAALxDYgqopaxWafp083H55NRxGYahwYPNuYKYAB2+cDjM4ybj6oMyJFl03G2/83ibNs08DgEAAACgIiSmgFrMZpMWLpQSE923W3VckkXTpknp6VJKimS3ByBAhBy73Txe0tOlaTPPkGRRRJleU0lJ5nHHanwAAAAAToXEFFDL2WzS5s1STs7vuvbaXyQZcpQ59fPzpYwMklOonN1uHidlV+MzjydD1177i3JyftemTSSlAAAAAHiHxBQQBqxWqUcPQ8uXO7tOuZ/6xokOL1lZDOuDZw6HlJl58lhxZ5HFIq1Y0UI9ehgM3wMAAADgNRJTQJj4/HOLdu+uJ8nzbOiGIW3bZs4dBJSVm1u+p1RphmHRrl319fnnFcy2DwAAAAAekJgCwkRBgX/LIbxw/ADBb+/evRo+fLhiYmIUExOj4cOHa9++fZW+xmKxePz39NNPu8qkpaWV2z906NBqrg0AAAgXdQIdAICakZDgXbnffjOHbTEcC04Oh3lceMPb4wyA/w0bNkx5eXn68MMPJUljxozR8OHD9c4771T4moIy2eQPPvhAo0aN0uDBg922jx49Wo888ojreb169fwYOQAACGckpoAw0aOHoSZNjmjPnroyjIqHW40bJ02ZIk2fzgTWMCc8z8ysfBifJFks5vHVo0dkzQQGwM0PP/ygDz/8UCtXrlSXLl0kSTNnzlS3bt20YcMGnXvuuR5fFx8f7/b8v//9r9LT09WmTRu37fXr1y9XFgAAwB8YygeECatVuvXW7yVJlnJ5KfcZrVmlD1LFq/CVPV6cx9OoUWvpaQcEyIoVKxQTE+NKSklS165dFRMTo+XLl3v1Hr/99pvee+89jRo1qty++fPnKy4uThdccIHuu+8+HThwwG+xAwCA8EaPKSCMdOtWoAULHBo/vk6ZZIN7psowzGRDVpY0cCDD+sLRqVbhKy0pSZo82aHo6AJJHWoiPABlFBYWqlmzZuW2N2vWTIWFhV69x9y5c9WwYUPZynSXvemmm9S6dWvFx8dr7dq1evDBB/Xtt98qJyenwvcqLi5WcXGx6/n+/fslSSUlJSopKfEqntrAWddwqrNEval3eKDe1Dsc1FR9SUwBYWbQIEODB0szZpjD9ipSepW+tLQaCw9B4lSr8DlNnSrdfbd0/Lih99+v/riAcJOdna2JEydWWmbVqlWSzInMyzIMw+N2T/71r3/ppptuUt26dd22jx492vW4ffv2atu2rTp37qyvv/5aHTt29PhekyZN8hj3kiVLVL9+fa/iqU0qS+LVZtQ7vFDv8EK9w8Phw4dr5OeQmALCkNUqNW/uXVlWWQtP3n7uzZubx9Px49UbDxCuxo4de8oV8FJSUvTdd9/pNw+rFOzcuVPNvfiFn5ubqw0bNuiNN944ZdmOHTsqMjJSP//8c4WJqQcffFD33nuv6/n+/fuVnJys9PR0NWnS5JQ/o7YoKSlRTk6OrrzySkVGhs8cfNSbeocD6k29w8Hu3btr5OeETGJq8+bN+vvf/65PP/1UhYWFatGihW6++WY99NBDioqKkiR9++23euKJJ/T5559r165dSklJ0e23367MzEy392ndunW59//ggw/Ut2/fGqsPEGjerp7GKmvhieMDCA5xcXGKi4s7Zblu3bqpqKhIX375pS699FJJ0hdffKGioiJ17979lK+fNWuWOnXqpIsuuuiUZdetW6eSkhIlVPILIDo6WtHR0eW2R0ZGhtUFvRP1Di/UO7xQ7/ASbvWuqbqGTGLqxx9/1PHjx/Xiiy/q7LPP1tq1azV69GgdOnRIkydPliStXr1aTZs21bx585ScnKzly5drzJgxslqtGjt2rNv7ffzxx7rgggtcz2NjY2u0PkCgpaaacwPl51c0j5AUG2vONeRwMM9UOHF+5rGx0p49hsrOKSWZc5AlJZnHEYDAO++889S3b1+NHj1aL774oiRpzJgx6t+/v9uKfO3atdOkSZM0aNAg17b9+/frzTff1JQpU8q976+//qr58+frmmuuUVxcnNavX6/x48erQ4cOuuyyy6q/YgAAoNYLmcRU37593Xo0tWnTRhs2bNDzzz/vSkz96U9/cntNmzZttGLFCtnt9nKJqSZNmrDsMcKa1SpNn26uumaxlE1OmcmIPXuk3r3NBMT06VKZ+XBRC9nt5qTnJ+eXssh5PLi2nHg4bRoJSyCYzJ8/X/fcc4/69OkjSRowYICeffZZtzIbNmxQUVGR27YFCxbIMAzdeOON5d4zKipKn3zyiaZPn66DBw8qOTlZ/fr104QJE2TlFwAAAPCDkElMeVJUVHTKnk4VlRkwYICOHj2qtm3baty4ccrIyKiuMIGgZbNJCxeWTUSUl59vJrAWLiQ5VZvZ7ebnXFEPOqekJDMpxbEABJfY2FjNmzev0jKGhxN8zJgxGjNmjMfyycnJWrZsmV/iAwAA8CRkE1O//vqrZsyY4bHbudOKFSv073//W++9955r2xlnnKFnnnlGl112mSIiIvT222/rhhtu0Ny5c3XzzTdX+F41texxuC5DWVW0l/cqaqtrr5WuuUZatsyiYcOs2rNHKjt0yzAki8VQZqZ0zTW/h0UvmXA7thwO6Z576pxISpUdumf2moqNlV5/3aHLLzdktUqlmybc2ut00Fa+8Wd70eYAAADBJ+CJKW+XQe7cubPr+fbt29W3b18NGTJEt956q8fXrFu3TgMHDtTf/vY3XXnlla7tcXFxGjdunOt5586dtXfvXj311FOVJqYqWvZ48eLF1bLscbgtQ3m6aC/vVdRW33/fRHv29KjwdYZhUV6eNHnyF7rwwppZnSEYhMux9f33TZSfX/Hn7xza+eWXK3XkSMWff7i0lz/QVr7xR3vV1JLHAAAA8F7AE1PeLoPstH37dqWnp6tbt2566aWXPJZfv369rrjiCo0ePVoPP/zwKWPo2rWrXn755UrLVLTscZ8+fdSoUaNT/gxvhesylFVFe3nvVG21f3/5Ca49adWqq6655hRjvWqBcDu2TvfzD7f2Oh20lW/82V7O3s4AAAAIHgFPTHm7DLIk5efnKz09XZ06ddLs2bMVERFRrsy6det0xRVXaMSIEXrssce8et81a9ZUuuSxVPPLHofbMpSni/byXkVtlZzs3et3766jiIjwmfQ6XI6tFi28K5ecXEeVNUe4tJc/0Fa+8Ud70d4AAADBJ+CJKW9t375daWlpatmypSZPnqydO3e69jlX11u3bp3S09PVp08f3XvvvSosLJQkWa1WNW3aVJI0d+5cRUZGqkOHDoqIiNA777yjf/zjH3ryySdrvlJAEElNNSe1zs+vfPLrceOkKVNYpa82sdule+6pvIzFYh4fqak1ExMAAACA8BAyianFixfrl19+0S+//KKkpCS3fc4VZt58803t3LlT8+fP1/z58137W7Vqpc2bN7ueP/roo9qyZYusVqvOOecc/etf/6p0fikgHFitZrIpI8NMQrgnpwyVnhCbVfpqD29W4rOc+OinTQufnnIAAAAAakb5sXBBauTIkTIMw+M/p+zsbI/7SyelRowYofXr1+vQoUPav3+/vvrqK5JSwAk2m5lsSkwsu6f8Kn2SlJVlruaG0ORwSJmZlSelJPN4IAkJAAAAoDqETGIKQM2w2aTNm6WpUysvZxjStm1Sbm6NhIVqkJsr5eWdutycOSSlAAAAAFQPElMAyrFapebNvStbUFC9saD6ePvZ7dhRvXEAAAAACF8kpgB4dIqFKl2aNaveOFA9HA7pt9+8K+vtsQAAAAAAviIxBcAj5yp9Fkvl5UaONCfQRuiw26WUFHOFxcpYLFJyMivxAQAAAKg+JKYAeORcpU+qPDnlXKGP5FRocK7CV35uKfcZ0FmJDwAAAEBNIDEFoELOVfpatKi4DCv0hY7KV+Fzzz4mJbESHwAAAIDqR2IKQKVsNmnu3MrLsEJfaPB2Fb6pU6VNm0hKAQAAAKh+JKYAnJK3q7J98gm9poKVw2F+Pt5o3pzhewAAAABqBokpAKfk7apsjz5qTqrNfFPBxTnZ+aOPeleeVfgAAAAA1BQSUwBOydsV+iQmQw82FU92Xh6r8AEAAACoaSSmAJyStyv0SUyGHkwqn+zcHavwAQAAAAgEElMAvOJcoS8x8dRlmQw9OHg72bnEKnwAAAAAAoPEFACv2WzS5s3Sww97V76goFrDQSV8mez84YdZhQ8AAABAYJCYAuATq1Xq1cu7sr/9xnC+QPB1svNevRi+BwAAACAwSEwB8Jm3k6GPG8cqfTWNyc4BAAAAhBISUwB8Vvlk6O4zbbNKX81hsnMAAAAAoYbEFIAqqXgydPdMFav01RwmOwcAAAAQakhMAagy52ToU6dWXs65St+MGSSnqguTnQMAAAAIRSSmAJwWq1Vq3ty7ssw5VT2Y7BwAAABAqCIxBeC0JSR4X5Y5p/yLyc4BAAAAhDISUwBOm7er9EnMOeVPTHYOAAAAINSRmAJw2ipfpa8855xTubnVG1dtx2TnAAAAAEIdiSkAflHxKn0Vy8+vvnjCgbftx2TnAAAAAIIViSkAfuPtKn1O48Yx11RV2e3mcEhvMNk5AAAAgGBFYgqAX1mt0t13ezfn1K5dTIReFc4Jz3ftqrwck50DAAAACHYkpgD4Xek5pyrDROi+83bCcyY7BwAAABAKSEwBqBbOOafi4iov55wIfcYMklOn4nCY7eTNhOdxcUx2DgAAACD4kZgCUG1sNrPHjjfGjZNSUhjWVxG73WyfceO8Kz91KkkpAAAAAMGPxBSAauXrKn3MOVWec04pb3pKOfnS7gAAAAAQKCSmAFSr1FTvJkKXzGF9hiGNHi198glD+xwOsx1Gjz71nFJOTHgOAAAAIJSQmAJQrUpPhO5NckqS9uyRevcO76F9zqF7vXub7eENJjwHAAAAEGpITAGods6J0H0dXhauQ/uqMnRPMnumMeE5AAAAgFBCYgpAjbDZpM2bzUm5vRVuQ/uqMnTPaepUadMmklIAAAAAQguJKQA1xmqV7r7b+zmnnMJhaF9Vhu5JJ+eUuvtuhu8BAAAACD0kpgDUqKrMOeVUW4f2VXXoHnNKAQAAAAh1JKYA1LiqzjlVG4f2HTsm3X6770P3JOaUAgAAABD6SEwBCAjnnFMffyzFxvr22toytM9uN5NzO3f69rrYWLPdmFMKAAAAQKgjMQUgYKxWqVcvaeZMc1haOA3tcw7f27XL+9c422jmTLPdGL4HAAAAINSRmAIQcKc7tO/2280hcaHgdFbeY+geAAAAgNqGxBSAoHA6Q/t27jSTNsHec6qqK+8xdA8AAABAbUViCkDQOJ2hfTt3SoMHS+PGSUuXBs/E6A6HGc+4cWZ8VVl5j6F7AAAAAGorElMAgk5Vh/ZJ0rRpUnp6cEyM7uwhlZ5uxuWrpk0ZugcAAACgdiMxBSAonc7QPsnsmRSIHlSn20PKqWlT87UkpQAAAADUZnUCHQAAVKT00L6MDN8nC5fMnkrTppm9r8aMkdq2lRISpNRU/wyNczik3FypoED6+Wcz1qomo6STwxdfeEGKijr9+AAAAAAgmJGYAhD0nEP7brtN2rWrau+Rny9NmHDyeVycdPPN0sCBviepnMmo//5Xmj/fnN/KX5KSzEQaPaUAAAAAhAOG8gEICTabmVxq2tQ/77dr18n5qFq1kh55RHr9dXMY3rFj0rJlFn32WaKWLbPo2DFz++uvm+VKzxvlr6QUK+8BOF2PPfaYunfvrvr16+vMM8/06jWGYSg7O1stWrRQvXr1lJaWpnXr1rmVKS4u1t133624uDg1aNBAAwYMUN7pdA0FAAAohR5TAEJGVJQ5xC0jw3xelaF9npTtTWW1Sg5HHUmd9cwzzuf++VllOYfuOVfeA4CqOnbsmIYMGaJu3bpp1qxZXr3mqaee0jPPPKM5c+bonHPO0aOPPqorr7xSGzZsUMOGDSVJWVlZeuedd7RgwQI1adJE48ePV//+/bV69WpZWS4UAACcJnpMAQgpp7Nin7fKJqGqc+L0pCRW3gPgHxMnTtS4ceN04YUXelXeMAxNmzZNDz30kGw2m9q3b6+5c+fq8OHDeu211yRJRUVFmjVrlqZMmaLevXurQ4cOmjdvnr7//nt9/PHH1VkdAAAQJkhMAQg5zhX7liyRsrLMbc6eR6EiK8uMn6F7AAJl06ZNKiwsVJ8+fVzboqOj1bNnTy1fvlyStHr1apWUlLiVadGihdq3b+8qAwAAcDoYyldFxokxRPv37/fr+5aUlOjw4cPav3+/IiMj/fretRHt5b3a2FYdO5r/OnWS7r9f2r490BGdWmKi9MQT0oAB5vNDhwIbj7/UxuOrutBWvvFnezm/sw1/jQMOcYWFhZKk5s2bu21v3ry5tmzZ4ioTFRWlxo0blyvjfL0nxcXFKi4udj0vKiqSJO3Zs8cvsYcK5/G7e/fusDrfqTf1DgfUm3qHA+f3dnVfO5GYqqIDBw5IkpKTkwMcCYBQkp8vDR8e6CiA8HbgwAHFxMQEOgyvZGdna+LEiZWWWbVqlTp37lzln2Ep0+XUMIxy28o6VZlJkyZ5jPucc86pWpAAACBgdu/eXa3XTiSmqqhFixbatm2bGjZseMqLN1/s379fycnJ2rZtmxo1auS3962taC/v0Va+ob18Q3t5j7byjT/byzAMHThwQC1atPBTdNVv7NixGjp0aKVlUlJSqvTe8fHxksxeUQkJCa7tO3bscPWiio+P17Fjx7R37163XlM7duxQ9+7dK3zvBx98UPfee6/r+b59+9SqVStt3bo1ZJKC/hCu5zv1pt7hgHpT73BQVFSkli1bKjY2tlp/DompKoqIiFBSUlK1vX+jRo3C6oA/XbSX92gr39BevqG9vEdb+cZf7RVqSZG4uDjFxcVVy3u3bt1a8fHxysnJUYcOHSSZK/stW7ZMTz75pCSpU6dOioyMVE5Ojq6//npJUkFBgdauXaunnnqqwveOjo5WdHR0ue0xMTFhedyH6/lOvcML9Q4v1Du8RERU7/TkJKYAAABqga1bt2rPnj3aunWrHA6HvvnmG0nS2WefrTPOOEOS1K5dO02aNEmDBg2SxWJRVlaWHn/8cbVt21Zt27bV448/rvr162vYsGGSzETSqFGjNH78eDVp0kSxsbG67777dOGFF6p3796BqioAAKhFSEwBAADUAn/72980d+5c13NnL6glS5YoLS1NkrRhwwbXROSS9Oc//1lHjhzRnXfeqb1796pLly5avHixGjZs6CozdepU1alTR9dff72OHDmiXr16ac6cObJarTVTMQAAUKuRmAoy0dHRmjBhgsfu7yiP9vIebeUb2ss3tJf3aCvf0F7emzNnjubMmVNpmbKr6lgsFmVnZys7O7vC19StW1czZszQjBkzqhxbuH6O1Jt6hwPqTb3DAfWu3npbDNZMBgAAAAAAQABU7wxWAAAAAAAAQAVITAEAAAAAACAgSEwBAAAAAAAgIEhMBZn33ntPXbp0Ub169RQXFyebzea2f+vWrbr22mvVoEEDxcXF6Z577tGxY8cCFG1wKC4u1sUXXyyLxeJaGtuJ9pI2b96sUaNGqXXr1qpXr57OOussTZgwoVw70FYnPffcc2rdurXq1q2rTp06KTc3N9AhBYVJkybpkksuUcOGDdWsWTNdd9112rBhg1sZwzCUnZ2tFi1aqF69ekpLS9O6desCFHHwmDRpkiwWi7KyslzbaCt3+fn5uvnmm9WkSRPVr19fF198sVavXu3aT3sFt8cee0zdu3dX/fr1deaZZ3osU5XvmeLiYt19992Ki4tTgwYNNGDAAOXl5VVDDfxj6dKlslgsHv+tWrWqwteNHDmyXPmuXbvWYOSnLyUlpVwdHnjggUpfE+rntbfXWGWF4uft67XRsmXL1KlTJ9WtW1dt2rTRCy+8UEOR+oc31zxlVXT+//jjjzUU9enLzs4uF398fHylrwn1z1ry/PvLYrHorrvu8lg+VD/rzz77TNdee61atGghi8Wi//znP277q/o7+a233tL555+v6OhonX/++Vq0aJHPsZGYCiJvvfWWhg8frltuuUXffvut/ve//2nYsGGu/Q6HQ/369dOhQ4f0+eefa8GCBXrrrbc0fvz4AEYdeH/+85/VokWLcttpL9OPP/6o48eP68UXX9S6des0depUvfDCC/rLX/7iKkNbnfTGG28oKytLDz30kNasWaPU1FRdffXV2rp1a6BDC7hly5bprrvu0sqVK5WTk6Pff/9dffr00aFDh1xlnnrqKT3zzDN69tlntWrVKsXHx+vKK6/UgQMHAhh5YK1atUovvfSS/vCHP7htp61O2rt3ry677DJFRkbqgw8+0Pr16zVlyhS3BAftFdyOHTumIUOG6I477vC4v6rfM1lZWVq0aJEWLFigzz//XAcPHlT//v3lcDiqoxqnrXv37iooKHD7d+uttyolJUWdO3eu9LV9+/Z1e937779fQ1H7zyOPPOJWh4cffrjS8qF+XntzjVWRUPq8fb022rRpk6655hqlpqZqzZo1+stf/qJ77rlHb731Vg1HXnXeXPNUZMOGDW6fbdu2bWsgYv+54IIL3OL//vvvKyxbGz5rybxWK13nnJwcSdKQIUMqfV2ofdaHDh3SRRddpGeffdbj/qr8Tl6xYoVuuOEGDR8+XN9++62GDx+u66+/Xl988YVvwRkICiUlJUZiYqLx8ssvV1jm/fffNyIiIoz8/HzXttdff92Ijo42ioqKaiLMoPP+++8b7dq1M9atW2dIMtasWeO2j/by7KmnnjJat27tek5bnXTppZcat99+u9u2du3aGQ888ECAIgpeO3bsMCQZy5YtMwzDMI4fP27Ex8cbTzzxhKvM0aNHjZiYGOOFF14IVJgBdeDAAaNt27ZGTk6O0bNnTyMzM9MwDNqqrPvvv9/o0aNHhftpr9Axe/ZsIyYmptz2qnzP7Nu3z4iMjDQWLFjg2pafn29EREQYH374od9jrw7Hjh0zmjVrZjzyyCOVlhsxYoQxcODAmgmqmrRq1cqYOnWq1+Vr63ld9hrLk1D7vH29Nvrzn/9stGvXzm3bbbfdZnTt2rXaYqxuZa95PFmyZIkhydi7d2/NBeZnEyZMMC666CKvy9fGz9owDCMzM9M466yzjOPHj3vcXxs+a0nGokWLXM+r+jv5+uuvN/r27eu27aqrrjKGDh3qUzz0mAoSX3/9tfLz8xUREaEOHTooISFBV199tVvXuRUrVqh9+/ZuvYOuuuoqFRcXuw13CBe//fabRo8erVdffVX169cvt5/2qlhRUZFiY2Ndz2kr07Fjx7R69Wr16dPHbXufPn20fPnyAEUVvIqKiiTJdSxt2rRJhYWFbu0XHR2tnj17hm373XXXXerXr5969+7ttp22cvf222+rc+fOGjJkiJo1a6YOHTpo5syZrv20V+iryvfM6tWrVVJS4va5t2jRQu3btw+Zz/3tt9/Wrl27NHLkyFOWXbp0qZo1a6ZzzjlHo0eP1o4dO6o/QD978skn1aRJE1188cV67LHHKh3SVlvP67LXWBUJlc+7KtdGK1asKFf+qquu0ldffaWSkpJqi7U6lb3mqYzzXq5Xr15asmRJdYfmdz///LNatGih1q1ba+jQodq4cWOFZWvjZ33s2DHNmzdPf/rTn2SxWCotG+qfdWlV/Z1c0THg6+9xElNBwnnCZ2dn6+GHH9a7776rxo0bq2fPntqzZ48kqbCwUM2bN3d7XePGjRUVFaXCwsIajzmQDMPQyJEjdfvtt1fYNZ728uzXX3/VjBkzdPvtt7u20VamXbt2yeFwlGuL5s2bh1U7eMMwDN17773q0aOH2rdvL0muNqL9TAsWLNDq1as1adKkcvtoK3cbN27U888/r7Zt2+qjjz7S7bffrnvuuUevvPKKJNqrNqjK90xhYaGioqLUuHFjt+2h9LnPmjVLV111lZKTkystd/XVV2v+/Pn69NNPNWXKFK1atUpXXHGFiouLayjS05eZmakFCxZoyZIlGjt2rKZNm6Y777yzwvK18bz2dI3lSSh93lW5NvJ0vjdv3ly///67du3aVW2xVhdP1zyeJCQk6KWXXtJbb70lu92uc889V7169dJnn31Wg9Geni5duuiVV17RRx99pJkzZ6qwsFDdu3fX7t27PZavbZ+1JP3nP//Rvn37Kv2DQm34rMuq6u/kio4BX3+Pk5iqZp4mkCv776uvvtLx48clSQ899JAGDx6sTp06afbs2bJYLHrzzTdd7+cpa2sYximzuaHC2/aaMWOG9u/frwcffLDS96vN7eVtW5W2fft29e3bV0OGDNGtt97qtq82t5WvytY5XNuhMmPHjtV3332n119/vdw+2k/atm2bMjMzNX/+fNWtW7fCcrSV6fjx4+rYsaMef/xxdejQQbfddptGjx6t559/3q0c7VWzqvI9Uxl/fc8E4nOvSlvk5eXpo48+0qhRo075/jfccIP69eun9u3b69prr9UHH3ygn376Se+99151VckrvtR73Lhx6tmzp/7whz/o1ltv1QsvvKBZs2ZVeEPrFIzntb+vscoK1s+7Mr5+Tp7Ke9oeCiq75int3HPP1ejRo9WxY0d169ZNzz33nPr166fJkyfXUKSn7+qrr9bgwYN14YUXqnfv3q5jcu7cuRW+pjZ91pL5B4Wrr77a4xzGTrXhs65IVX4n++P3eB2fSsNnY8eO1dChQystk5KS4ppQ7Pzzz3dtj46OVps2bVwTC8bHx5ebRGzv3r0qKSkpl6UMVd6216OPPqqVK1cqOjrabV/nzp110003ae7cubW+vbxtK6ft27crPT1d3bp100svveRWrra3lbfi4uJktVrLZfh37NgRVu1wKnfffbfefvttffbZZ0pKSnJtd67aUlhYqISEBNf2cGy/1atXa8eOHerUqZNrm8Ph0GeffaZnn33WtbIPbWVKSEhw+/6TpPPOO881eSrHVmD4+j1Tmap8z8THx+vYsWPau3evW6+pHTt2qHv37l79XH+pSlvMnj1bTZo00YABA3z+eQkJCWrVqpV+/vlnn1/rT6dzDDhXmfvll1/UpEmTcvuD+bz25zWWN4Ll8/akKtdG8fHxHsvXqVPH47EQzCq65vFW165dNW/evGqIrGY0aNBAF154YYXHZm36rCVpy5Yt+vjjj2W3231+bah/1lX9nVzRMeDr73ESU9UsLi5OcXFxpyzXqVMnRUdHa8OGDerRo4ckqaSkRJs3b1arVq0kSd26ddNjjz2mgoIC18GyePFiRUdHu938hDJv2+sf//iHHn30Udfz7du366qrrtIbb7yhLl26SKr97eVtW0nmMuzp6emunngREe6dJWt7W3krKipKnTp1Uk5OjgYNGuTanpOTo4EDBwYwsuBgGIbuvvtuLVq0SEuXLlXr1q3d9rdu3Vrx8fHKyclRhw4dJJnj9JctW6Ynn3wyECEHTK9evcqtYnPLLbeoXbt2uv/++9WmTRvaqpTLLrus3DLcP/30k+v7j2MrMHz5njmVqnzPdOrUSZGRkcrJydH1118vSSooKNDatWv11FNP+SUub/naFoZhaPbs2frjH/+oyMhIn3/e7t27tW3bNrebg0A4nWNgzZo1klRhHYL5vPbnNZY3guXz9qQq10bdunXTO++847Zt8eLF6ty5c5XOh0A41TWPt9asWROUn6u3iouL9cMPPyg1NdXj/trwWZc2e/ZsNWvWTP369fP5taH+WVf1d3K3bt2Uk5OjcePGubYtXrzY9z8g+TRVOqpVZmamkZiYaHz00UfGjz/+aIwaNcpo1qyZsWfPHsMwDOP333832rdvb/Tq1cv4+uuvjY8//thISkoyxo4dG+DIA2/Tpk3lVuWjvUz5+fnG2WefbVxxxRVGXl6eUVBQ4PrnRFudtGDBAiMyMtKYNWuWsX79eiMrK8to0KCBsXnz5kCHFnB33HGHERMTYyxdutTtODp8+LCrzBNPPGHExMQYdrvd+P77740bb7zRSEhIMPbv3x/AyIND6VX5DIO2Ku3LL7806tSpYzz22GPGzz//bMyfP9+oX7++MW/ePFcZ2iu4bdmyxVizZo0xceJE44wzzjDWrFljrFmzxjhw4IBhGN59z+Tl5Rnnnnuu8cUXX7i23X777UZSUpLx8ccfG19//bVxxRVXGBdddJHx+++/13gdffHxxx8bkoz169d73H/uuecadrvdMAxz9c7x48cby5cvNzZt2mQsWbLE6Natm5GYmBgyx/fy5cuNZ555xlizZo2xceNG44033jBatGhhDBgwwK1c6XobRuif195cYxlG6H/ep7o2euCBB4zhw4e7ym/cuNGoX7++MW7cOGP9+vXGrFmzjMjISGPhwoWBqoLPvLnmKVvvqVOnGosWLTJ++uknY+3atcYDDzxgSDLeeuutQFShSsaPH28sXbrU2Lhxo7Fy5Uqjf//+RsOGDWv1Z+3kcDiMli1bGvfff3+5fbXlsz5w4IDr+1mS6/f2li1bDMPw7nfy8OHD3Vbk/N///mdYrVbjiSeeMH744QfjiSeeMOrUqWOsXLnSp9hITAWRY8eOGePHjzeaNWtmNGzY0Ojdu7exdu1atzJbtmwx+vXrZ9SrV8+IjY01xo4daxw9ejRAEQcPT4kpw6C9DMNculuSx3+l0VYn/fOf/zRatWplREVFGR07dqx0aeBwUtFxNHv2bFeZ48ePGxMmTDDi4+ON6Oho4/LLLze+//77wAUdRMompmgrd++8847Rvn17Izo62mjXrp3x0ksvue2nvYLbiBEjPP5+WLJkiavMqb5nnN/lpV9z5MgRY+zYsUZsbKxRr149o3///sbWrVtrsGZVc+ONNxrdu3evcH/p352HDx82+vTpYzRt2tSIjIw0WrZsaYwYMSIk6um0evVqo0uXLkZMTIxRt25d49xzzzUmTJhgHDp0yK1cbfvO8PYaqzZ83pVdG40YMcLo2bOnW/mlS5caHTp0MKKiooyUlBTj+eefr+GIT4831zxl6/3kk08aZ511llG3bl2jcePGRo8ePYz33nuv5oM/DTfccIORkJBgREZGGi1atDBsNpuxbt061/7a+Fk7ffTRR4YkY8OGDeX21ZbPesmSJR6P6xEjRhiG4d3v5J49e7rKO7355pvGueeea0RGRhrt2rWrUoLOYhgnZicDAAAAAAAAahCr8gEAAAAAACAgSEwBAAAAAAAgIEhMAQAAAAAAICBITAEAAAAAACAgSEwBAAAAAAAgIEhMAQAAAAAAICBITAEAAAAAACAgSEwBAAAAAAAgIEhMAXCTnZ0ti8Xi+lenTh01atRIZ511lvr166dZs2bpyJEj5V6Xlpbmes3mzZt9/rnTpk1Tdna2srOzT78SQe7nn39WdHS0LBaL3nrrrYDG8vTTT8tisSguLk579+4NaCwAAIQirp2qH9dOQO1mMQzDCHQQAIJHdna2Jk6cWGmZdu3aadGiRWrXrp1rW1pampYtWyZJ2rRpk1JSUnz6uSkpKdqyZYskqbb/Wrr22mv17rvv6sILL9S3334ri8USsFgOHz6slJQU7dy5U2PHjtWMGTMCFgsAAKGIa6fqx7UTULvRYwpAhUaMGCHDMLRv3z69//776tChgyTpxx9/VJ8+fbRnzx5X2aVLl8owDBmG4fOFVTj59ttv9e6770qS7rjjjoBeWElS/fr19cc//lGSNHPmTO3cuTOg8QAAEMq4dvI/rp2A2o/EFIBTiomJ0dVXX63PPvtMbdq0kSRt27ZNU6dOdZWpqDv6nDlz1KVLFzVq1EiRkZFq1qyZLr30Ut15550yDENz5syRxWJx/cVPklt3eEk6evSobrnlFl188cVq2rSpoqKi1KBBA/3hD3/Q3/72Nx06dMgtXudrU1JStGrVKl155ZVq0KCBEhMTdfvtt+vgwYNu5R0Oh1544QX16NFDZ555pqKiopSYmKiBAweqoKDAVe7gwYOaOHGi/vCHP6hBgwaqV6+eLrzwQj3xxBM6duyYV2353HPPSZLq1KmjoUOHuu1LSUlxq7fTyJEjXduXLl3qsZ7Lly9Xt27dVK9ePbVt21Zz5syRJM2ePVvt2rVTgwYN1KlTJ+Xk5JSL6aabbpIkFRcXa9asWV7VAwAAVIxrJxPXTgC8YgBAKRMmTDAkGZKMESNGlNv/1FNPufa3b9/etb1nz56u7Zs2bTIMwzAWLVrk2ubpX0lJiTF79uxKyxiGYezdu7fSMn369HGL0bm9Xr16RnR0dLnyY8aMcZUtLi42evfuXeF7r1mzxjAMw9i9e7dx/vnnV1ju8ssvN4qLi0/ZvklJSYYko2PHjuX2tWrVyq3eTiNGjHBtX7JkSbl6NmjQwKhXr165mK6//vpy26Kiolyfj9Px48eNM88805Bk9OjR45R1AAAAJ3HtxLUTgNNDjykAPmnfvr3r8caNGyst++mnn7oer1ixQseOHVNBQYE+/fRT/d///Z8iIiI0cuRIGYahVq1aucoaJ7q1GyfmS6hXr57mz5+vX3/9VQcOHNCxY8f0yy+/6OKLL5YkLV68WN9//325n3/kyBENGjRIO3fu1IoVKxQdHS1JeuWVV1zv/eyzz+rjjz+WJMXHx+vdd9/VgQMHtHXrVs2YMUMxMTGSpAkTJmj9+vWu1+zfv1/79u3TPffcI0n67LPPNHPmzErbIy8vT3l5eZKkiy66qNKyvjh06JD+9Kc/ad++fXr66add2//973/r//7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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "x_Positions = positions[0].value\n", "z_Positions = positions[1].value\n", @@ -185,10 +258,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "95ab43bd", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Particle Density = 4.63E+13 1 / cm3\n", + "Elastic Collision Rate = 2813.75 1 / s\n", + "PSD = 9.00E-05 \n", + "v_x = 2588.17 Hz\n", + "v_y = 20.66 Hz\n", + "v_z = 2588.17 Hz\n", + "a_s = 111.31 \n" + ] + } + ], "source": [ "Power = 40*u.W\n", "Wavelength = 1.064*u.um\n", @@ -228,10 +315,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "dd7fc03d", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "plotTemperatures(w_x, w_z, plot_against_mod_depth = True)" ] @@ -264,10 +373,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "0ddff726", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "AtomNumber = 1.00 * 1e7\n", "BField = 1.4 * u.G\n", @@ -300,10 +420,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "id": "7a85ec41", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", 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t0tOPYcCA/nB395BFcAXuHV9lcjk+wLFtyGBXDXsHO7n/UZH78ck99FQmx2BQH3oLKpJlKJD7LxoLtFotUlJSMGLECHi4wOS2ZDtHtCEvnnAwcyduV/yP5nvvAYMsTMwoBRWPz9Y/mlJQ8Y97SQlw65ZxqAP0y7dvA+Hh0gs9lXl5ASdPWg4GUjy+ygEtM1PevQWtW+sfWi2gVue6yoT3tWPhzgzVksovGiIHYbCzA3P/68/Pv/d882ZgzhxpnrQNWP6jKavegr9UDD2VSTX0mCPLYFCB4fhIQqTafUrkYhjs6sg339x7fuYMkJoKDBvmvHrsiaGAiIjINbk5uwA5EgTgzTfvLSuVwOuvmw7vEREREdkTg10dSE29N38WAJSX64f3UlOdVxMRERHJH4OdnQmCvnfOrdIn6+bGXjsiIiKqWwx2dlZaCly9Cuh0xut1Ov0UBaWlzqmLiIiI5I8XT9hB5Xk1168HsrKA2Fj98rp1+qspGzUCfvzx3na8CIyIiIjsicHODqq7ubMh4FUm8Xk1iYiIyMUw2NkB59UkIiIiV8BgZwccUiUiIiJXwIsniIiIiGSCwY6IiIhIJhjsiIiIiGSCwY6IiIhIJhjsiIiIiGSCwY6IiIhIJhjsiIiIiGTC6cHuyJEjGDlyJFq0aAGFQoHk5ORq9zl8+DAiIiLg7e2Ntm3bYs2aNXVfKBEREZGLc3qwKygoQLdu3fDhhx9atf2lS5cwYsQIDBw4EBkZGXjllVfw/PPP47PPPqvjSomIiIhcm9PvPDF8+HAMHz7c6u3XrFmDkJAQrFixAgDQuXNnnDp1Cu+++y5Gjx5dR1USERERuT6n99jZ6ttvv0VMTIzRumHDhuHUqVPQarVOqoqIiIjI+ZzeY2errKwsBAcHG60LDg5GWVkZcnJyoDJz09aSkhKUlJSIyxqNBgCg1WoZBmvB8NnxM5QutqG0sf2kj20ofY5oQ1veW3LBDgAUCoXRsiAIZtcbLF68GAkJCSbrU1NT4evra/8C65m0tDRnl0C1xDaUNraf9LENpa8u27CwsNDqbSUX7Jo3b46srCyjdTdv3oS7uzsaN25sdp+FCxdi3rx54rJGo0Hr1q0RExODwMDAOq1XzrRaLdLS0jB06FB4eHg4uxyqAbahtLH9pI9tKH2OaEPDSKM1JBfs+vbtiy+++MJoXWpqKiIjIy1+oF5eXvDy8jJZ7+HhwR8kO+DnKH1sQ2lj+0kf21D66rINbXlfp188kZ+fj8zMTGRmZgLQT2eSmZmJq1evAtD3tk2aNEncftasWbhy5QrmzZuHn376CevXr8e6deswf/58Z5RPRERE5DKc3mN36tQpDB48WFw2DJlOnjwZGzduhFqtFkMeALRp0wYpKSl44YUX8NFHH6FFixZ4//33OdUJERER1XtOD3bR0dHixQ/mbNy40WRdVFQUzpw5U4dVEREREUmP04diiYiIiMg+GOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgm3J1dABEREZGrU+epoc5Xm6wvKyvDhcILyMjKgLu7aaxS+augClA5okQADHZERERE1Uo8nYiEwwmWN/jV/Oq4qDjER8fXSU3mMNgRERERVWNmxEyM6jjKaF2RtggDNgwAALw75F0MbjvYZD+Vv+N66wAXOcdu1apVaNOmDby9vREREYGjR49Wuf3WrVvRrVs3+Pr6QqVSYerUqbh165aDqiUiIqL6RhWgQk9VT/HR2KcxBEEQX9/8/WYIgoDGPo2NtnPkMCzgAsFu+/btmDt3Ll599VVkZGRg4MCBGD58OK5evWp2+/T0dEyaNAmxsbH48ccfsWPHDpw8eRLTp093cOVERERUX4WtDMPAjQPF5bPZZxH5cSTCVoY5ryi4QLBbvnw5YmNjMX36dHTu3BkrVqxA69atsXr1arPb/+9//0NYWBief/55tGnTBgMGDMDMmTNx6tQpB1dORERE9dWWx7bYtN5RnBrsSktLcfr0acTExBitj4mJwfHjx83u069fP1y/fh0pKSkQBAHZ2dnYuXMnHn74YUeUTERERIQJXSfgmchnjNbN6T0HE7pOcFJFek69eCInJwfl5eUIDg42Wh8cHIysrCyz+/Tr1w9bt27FuHHjUFxcjLKyMowaNQoffPCBxa9TUlKCkpIScVmj0QAAtFottFqtHY6kfjJ8dvwMpYttKG1sP+ljG0qXTtBh9Snj0cWVJ1bi7QffhpvCvv1mtnx/uMRVsQqFwmhZEASTdQbnz5/H888/jzfeeAPDhg2DWq3GggULMGvWLKxbt87sPosXL0ZCguklyqmpqfD19a39AdRzaWlpzi6BaoltKG1sP+ljG0pPcXmx0XKvwF44qTmJ5L3J8FZ62/VrFRYWWr2tQqh4SYeDlZaWwtfXFzt27MBjjz0mrp8zZw4yMzNx+PBhk32eeuopFBcXY8eOHeK69PR0DBw4EH/88QdUKtOrT8z12LVu3Ro5OTkIDAy081HVH1qtFmlpaRg6dCg8PDycXQ7VANtQ2th+0sc2lA51vhpZ+cajiUXaIkRvjgYA7P/HfgT4BJjs19y/ea2nPNFoNGjSpAlyc3OrzS1O7bHz9PREREQE0tLSjIJdWloaHn30UbP7FBYWmszsrFQqAQCWMqqXlxe8vLxM1nt4ePAHyQ74OUof21Da2H7SxzZ0fevPrq9yguIhSUPMrrfHBMW2fG84fSh23rx5eOqppxAZGYm+ffti7dq1uHr1KmbNmgUAWLhwIW7cuIFPPvkEADBy5EjMmDEDq1evFodi586diwceeAAtWrRw5qEQERGRTJmboBjQ31IsPT0dAwYMsHhLMUdyerAbN24cbt26hTfffBNqtRrh4eFISUlBaGgoAECtVhvNaTdlyhTk5eXhww8/xIsvvogGDRrgwQcfxNtvv+2sQyAiIiKZUwWYv+erVquF2leNHs17uESvq9ODHQDMnj0bs2fPNvvaxo0bTdY999xzeO655+q4KiIiIiJpcfoExURERERkHwx2RERERDLBYEdEREQkEwx2RERERDLBYEdEREQkEwx2RERERDLBYEdEREQkEwx2RERERDLBYEdEREQkEwx2RERERDLBYEdEREQkEwx2RERERDLBYEdEREQkEwx2RERERDLh7uwCiIiISNrUeWqo89U276fyV0EVoKqDiuovBjsiIiKqlcTTiUg4nGDzfnFRcYiPjrd/QfUYgx0RERHVysyImRjVcZTRuiJtEQZsGAAAeG/YexgUOshkP5U/e+vsjcGOiIiIakUVYDykeuXuFVwrvSYubzq7CQNDBqKJbxOENgh1Ron1Rq2DXUlJCY4fP47s7GwEBwejX79+8PLyskdtREREJEFhK8OMljOzMhH5cSQAQIgTnFBR/VGrq2L37NmDkJAQDBkyBBMmTMCQIUMQEhKC5ORkO5VHREREUrPlsS02rSf7qXGwy8jIwBNPPIGcnBwIgiA+/vzzT4wbNw6nT5+2Z51EREQkERO6TsAzkc8YrZvTew4mdJ3gpIrqjxoPxb799tvQarUAgG7duiEsLAyXL1/G2bNnUVZWhqVLl+LTTz+1W6FERERSZWk6kLKyMlwovICMrAy4u5v+SZbKdCCVj08n6LD61GqjbVaeWImJXSfCTXGvT0kqxyclNQ52R48ehUKhwAcffIDZs2eL61etWoVnn30WR48etUuBREREUlftdCC/ml8tlelArJ3upNfHvYyWpXJ8UlLjYJeTkwMAmDx5stH6yZMn49lnnxVfJyIiqu+qmw7k3SHvYnDbwSb7SWU6EHPHZw2pHJ+U1DjY+fv74+7duzh9+jQGDbo3N43h3Dp/f//aV0dERCQD1U0Hsvn7zYhuEy3Z6UAqHx85T42DXc+ePfHNN9/gsccew9SpUxEaGoorV65g48aNUCgU6NGjhz3rJCIiko3K04GczT7L6UDILmoc7GbNmoVvvvkGd+/exXvvvSeuFwQBCoUCs2bNskuBREREcrPlsS2YuGui2fVEtVHj6U5Gjx6NefPmGU11Igj6/2XMnTsXY8aMsVuRREREcsLpQKiu1OrOE++++y6efPJJ7N69W7zzxKhRo9CrV6/qdyYiIqqnLE0HsnzYcqPpQIhsVetbikVGRiIyMtIetRAREdULRdoio+VH2j+Cvb/tRZG2CH6efk6qiuTApmB35MgRAMCgQYPE51WpeLUsERFRfWVuguL0qenidCfz+8xHwuAE/HLrF6NtOIEv2cqmYBcdHQ03NzeUlZUhOjoaCoXC4rYKhQJlZWW1LpCIiEjqqpvAN3pztNn1nMCXbGXzUKzhAonKz4mIiMg8SxP4lpWVIT09HQMGDLB4SzEiW9gU7CZNmiT20lV8TkRERJZZmsBXq9VC7atGj+Y94OHh4YTKSG5sCnYbN240+5yIiIiInK/G11RPmzYNsbGxZl/75JNPsHnz5hoXRURERES2q3Gw27hxo8VeuylTpmDq1Kk1fWsiIiIiqgG7z4JYWFgIgBdWEBERETmaTefY7d69G7t37zZaN23aNKPl3377DQDg7+9fy9KIiIiIyBY2BbvMzExs3LhRvBpWEARs2rTJZDuFQoH777/fPhUSERERkVVqdEsxQRCMwl1lTZs2xdtvv127yoiIiIjIJjYFuylTpiA6OhqCIODBBx+EQqHAwYMHxdcVCgUaN26Mdu3awcvLy+7FEhEREZFlNgW70NBQhIaGAtDfB1ahUCAqKqpOCiMiIiIi29RoKBYADh06ZMcyiIiIiKi2ahzsAODChQtYs2YNzp8/j6KiIqPXFAoFvvnmm1oVR0RERETWq3Gw+/777zFgwADk5+ebvFbx4goiIiIicowaB7u33noLeXl59qyFiIiIiGqhxneeSE9Ph0KhwGuvvQZAP/S6Z88e9OrVCx07dsTXX39ttyKJiIiIqHo1DnY3b94EALzwwgviukceeQTbtm3DL7/8wvPriIiIiBysxsHOw8MDABAUFARPT08AQHZ2Npo2bQoA2LJlix3KIyIiIiJr1fgcu4YNG6KoqAi5ubkIDg7G9evXMXHiRDHk5ebm2q1IIiIiIqpejXvsOnToAAC4fPky+vfvD0EQcODAAXz99ddQKBTo2rWr3YokIiIiourVONg9+eSTGDVqFG7duoWFCxfC19cXgiBAEAT4+PhgyZIl9qyTiIiIiKpR46HYGTNmYMaMGeLy+fPnkZycDHd3d4wYMQKlpaV2KZCIiIiIrFPjHrvKQkJC8Pzzz+PJJ5/EsmXL0KVLF6v3XbVqFdq0aQNvb29ERETg6NGjVW5fUlKCV199FaGhofDy8sJ9992H9evX1/YQiIiIiCTN5mCXkpKCv/3tb+jcuTOioqKwbt068bVVq1ahXbt2WLVqFcrKyqx6v+3bt2Pu3Ll49dVXkZGRgYEDB2L48OG4evWqxX3Gjh2Lb775BuvWrcMvv/yCpKQkdOrUydZDISIiIpIVm4Zi09LSMHLkSHH5119/RXp6Ov7880/k5+dj8eLFAPS3FHNzsy4zLl++HLGxsZg+fToAYMWKFdi3bx9Wr14tvl9FX3/9NQ4fPoyLFy+iUaNGAICwsDBbDoOIiFyMOk8Ndb7a5v1U/iqoAlR1UBGRNNkU7FasWAFBEEzWL168GOXl5eJr0dHRWLZsWbXvV1paitOnT+Pll182Wh8TE4Pjx4+b3WfPnj2IjIzEO++8g82bN8PPzw+jRo3CokWL4OPjY8vhEBGRi0g8nYiEwwk27xcXFYf46Hj7F0QkUTYFu1OnTkGhUGDYsGF45plnIAgCVq9ejX379gEAgoODsWbNGjz66KNWvV9OTg7Ky8sRHBxstD44OBhZWVlm97l48SLS09Ph7e2NXbt2IScnB7Nnz8bt27ctnmdXUlKCkpIScVmj0QAAtFottFqtVbWSKcNnx89QutiG0qDOVyMr3/R3orZMiwuFF/Dd9e/g4e5h8npz/+ZQ+UujN2tat2kYcd8IcVmdr0Z2fjZmpswEAHRo1AGvDHgFDbwbGB1Tc//mkv7+5c+g9DmiDW15b4VgrgvOAg8PD+h0OmRlZYl3mMjOzoZKpYJCocDRo0fRr18/q7/4H3/8gZYtW+L48ePo27evuP4///kPNm/ejJ9//tlkn5iYGBw9ehRZWVkICgoCAHz++ecYM2YMCgoKzPbaxcfHIyHB9H+C27Ztg6+vr9X1EhE5Q5I6Cduzt9u837jgcfiH6h91UFHd+3vm3y2+ltw92WF1ELmCwsJCjB8/Hrm5uQgMDKxyW5t67MrLy6FQKMRQB8Cot61iOLNGkyZNoFQqTXrnbt68adKLZ6BSqdCyZUsx1AFA586dIQgCrl+/jvbt25vss3DhQsybN09c1mg0aN26NWJiYqr9gMgyrVaLtLQ0DB06VLzFHEkL21AaeuT3wLz8eUbrirRFiN4cDQDY/4/9CPAJMNlPSj12lW0M2Ygpe6aYrh+1ESPCR5juIFH8GZQ+R7ShYaTRGjWax27atGlm18fGxorPFQqF0RWz5nh6eiIiIgJpaWl47LHHxPVpaWkWh3P79++PHTt2ID8/H/7+/gD0F3G4ubmhVatWZvfx8vKCl5eXyXoPDw/+INkBP0fpYxu6tpCGIQhpGGK0rqC0QHyeV5aHh1o/5Oiy7KryxRNdmnfBmM5jsPOnneK6f4T/A12ad8H3Od+L6+Ry8QR/BqWvLtvQlvetUbDbtGmT0bJCoTC7vrpgBwDz5s3DU089hcjISPTt2xdr167F1atXMWvWLAD63rYbN27gk08+AQCMHz8eixYtwtSpU5GQkICcnBwsWLAA06ZN48UTRFQvXLl7Bddyr4nL8Ufi0bpBazTxbYLQBqHOK6wWrLl4IumHJCT9kGS0jhdPEBmzOdhZe0qeIexVZ9y4cbh16xbefPNNqNVqhIeHIyUlBaGh+l9OarXaaE47f39/pKWl4bnnnkNkZCQaN26MsWPH4t///reth0JEJElhK8OMls9mn0Xkx5EAACHO6tOmXcrMiJkY1XGUuFykLcKADQPwYNiDWBqzFPNT5+Pg5YNIn5oOH497/4mX6lAzUV2xKdjFxcXVSRGzZ8/G7Nmzzb62ceNGk3WdOnVCWlpandRCROTqtjy2BRN3TTS7XqpUAaZDqhVD6oHJBxxdEpEkuUSwIyIi603oOgHHrh3D6lOrxXVzes/BhK4TnFgVEbkCu90rloiIHEMn6IxCHQCsPLESOkHnpIqIyFUw2BERSUyRtsho+ZH2j5hdT0T1D4MdEZHE+Hn6IX9hvri8+dHNEOIE+Hn6ObEqInIFNZruhIiIHKfyHG+Ace/c2eyzZicolsscb0RkPQY7IiIXV90cb4Y7UFTGOd6I6h8GOyIiF1d5jjeDsrIypKenY8CAAXB3N/11zjneiOofBjsiIhdnbo43QH+PSrWvGj2a9+DtqIgIAC+eICIiIpINBjsiIiIimWCwIyIiIpIJBjsiIiIimWCwIyIiIpIJBjsiIiIimWCwIyIiIpIJBjsiIiIimWCwIyIiIpIJBjsiIiIimWCwIyIiIpIJBjsiIiIimWCwIyIiIpIJBjsiIiIimWCwIyIiIpIJBjsiIiIimWCwIyIiIpIJBjsiIiIimWCwIyIiIpIJBjsiIiIimWCwIyIiIpIJBjsiIiIimWCwIyIiIpIJBjsiIiIimWCwIyIiIpIJBjsiIiIimWCwIyIiIpIJBjsiIiIimWCwIyLZ2n9xP+7/6H7sv7jf2aUQETmEu7MLICKqLXWeGup8tdHy3eK7+M/R/+CnnJ/w/FfP49WBr6KBdwOoAlTidip/ldEyEZHUMdgRkeQlnk5EwuEEi6//lPMTJu6aaLI+LioO8dHxdVgZEZFjMdgRkeT9vePf0b5xe3H52NVjWH1qtcl2z0Q+g/4h/cXl/2vyfw6pj4jIURjsiEjykn9JrrLHzmD1qdVGgS8uKg7dVd3rsDIiIsdisCMiyZsZMROjOo4Sl3WCDr0+7gUA6N2yN07cOAEAODnjJNwU964ZU/nz/DoikhcGOyKSPFWA8UUQBaUFAIDHOz+Oz8Z+hse3P45dP+9C5yad4efp56wyiYjqHIMdEcmOn6cfhDhBXP583OdOrIaIyHE4jx0RERGRTDDYEREREckEgx0RERGRTDDYEREREckEgx0RERGRTPCqWKJ6oPK9VA3KyspwofACMrIy4O5u+uuA91IlIpIWBjuieqC6e6niV/OreS9VIiJpYbAjqgcq35lBnadGVn4Wpn8xHQDQoVEHvBH1Bhp4NzDqoeOdGYiIpIXBjqgeqHxnBsVahdHrv97+FRN3TQQAo4l9iYhIWnjxBFE9tOWxLTatJyIiaWCwI6qHJnSdgGcinzFaN6f3HEzoOsFJFRERkT24RLBbtWoV2rRpA29vb0RERODo0aNW7Xfs2DG4u7uje/fudVsgkcSp89Q4oz4jPk79cQqrT6022mbliZU49ccpo+3UeaZX0hIRkety+jl227dvx9y5c7Fq1Sr0798fiYmJGD58OM6fP4+QkBCL++Xm5mLSpEl46KGHkJ2d7cCKiaSn2qti/9Lr415Gy7wqlohIWpwe7JYvX47Y2FhMn66/Om/FihXYt28fVq9ejcWLF1vcb+bMmRg/fjyUSiWSk5MdVC2RNFW+KtagrKwM6enpGDBggMV57IiISDqcGuxKS0tx+vRpvPzyy0brY2JicPz4cYv7bdiwARcuXMCWLVvw73//u9qvU1JSgpKSEnFZo9EAALRaLbRabQ2rJ8Nnx8/Q9TXxboIm3k1M1mu1Wqh91QhvHA4PDw+z+7J9XRd/BqWPbSh9jmhDW97bqcEuJycH5eXlCA4ONlofHByMrKwss/v89ttvePnll3H06FGzPQzmLF68GAkJpsNQqamp8PX1tb1wMpKWlubsEqiW2IbSxvaTPrah9NVlGxYWFlq9rdOHYgFAoTCeU0sQBJN1AFBeXo7x48cjISEBHTp0sPr9Fy5ciHnz5onLGo0GrVu3RkxMDAIDA2teeD2n1WqRlpaGoUOHWuztIdfGNpQ2tp/0sQ2lzxFtaBhptIZTg12TJk2gVCpNeudu3rxp0osHAHl5eTh16hQyMjLw7LPPAgB0Oh0EQYC7uztSU1Px4IMPmuzn5eUFLy8vk/UeHh78QbIDfo7SxzaUNraf9LENpa8u29CW93XqdCeenp6IiIgw6b5MS0tDv379TLYPDAzE999/j8zMTPExa9YsdOzYEZmZmejdu7ejSiciIiJyOU4fip03bx6eeuopREZGom/fvli7di2uXr2KWbNmAdAPo964cQOffPIJ3NzcEB4ebrR/s2bN4O3tbbKeiIiIqL5xerAbN24cbt26hTfffBNqtRrh4eFISUlBaGgoAECtVuPq1atOrpKIiIjI9Tk92AHA7NmzMXv2bLOvbdy4scp94+PjER8fb/+iiIiIiCTGJW4pRkRERES1x2BHREREJBMMdkREREQywWBHREREJBMMdkREREQywWBHREREJBMMdkREREQywWBHREREJBMuMUExkTOp89RQ56tN1p+4fgJLjy/Fgn4L0LuV6X2IVf4qqAJUjiiRiIjIKgx2VO8lnk5EwuEEi6/PTjF/V5S4qDjER8fXUVVERES2Y7Cjem9mxEyM6jhKXI5YG2Fx29NPnxafq/zZW0dERK6F59gRVbJo8CKb1hMREbkK9thRvVfdUKzB6wdfx+sHXxeXORRLRESuhsGO6r3KQ7E6QYdeH/cCAPRu2RsnbpwAAJyccRJuinud3ByKJSIiV8NgR/WeKsD46taC0gIAwOOdH8dnYz/D49sfx66fd6Fzk87w8/RzVplERETVYrAjqsTP0w9CnCAufz7ucydWQ0REZD1ePEFEREQkEwx2RERERDLBYEdEREQkEwx2RERERDLBYEdEREQkEwx2RERERDLBYEdEREQkEwx2RERERDLBYEdEREQkEwx2RERERDLBYEdEREQkE7xXLBERyZpWq0V5ebmzyzBLq9XC3d0dxcXFLlsjVa02bahUKuHh4WHXehjsiIhIljQaDXJyclBSUuLsUiwSBAHNmzfHtWvXoFAonF0O1UBt29DLywtNmjRBYGCgXephsCMiItnRaDS4ceMG/P390aRJE3h4eLhkcNLpdMjPz4e/vz/c3Hh2lBTVtA0FQYBWq0Vubi5u3LgBAHYJdwx2REQkOzk5OfD390erVq1cMtAZ6HQ6lJaWwtvbm8FOomrThj4+PggICMD169eRk5Njl2DH7yIiIpIVrVaLkpISBAUFuXSoIwIAhUKBoKAglJSUQKvV1vr92GNHRESyYjiBvdYnpavV+oetVCr9g8hKhu/V8vLyWn/fMtgREZEs1bq3LjERSEiwfb+4OCA+vnZfm+oVe/YsM9gRERGZM3MmMGqU8bqiImDAAP3z9HTAx8d0P/bWkRPxHDsiIiJzVCqgZ0/jR/fu917v3t309Z496zzYTZkyBQqFAgqFAocOHbJ6v4KCAvj6+iIiIqLOaouPjxdr27hxY519HXsLCwsT667uYTguw7JSqUTDhg2hVCqNtluxYoVTjoXBjoiIqB7Yu3cvioqK8MQTTzi7FKpDHIqlaqnz1FDnm55AXFZWhguFF5CRlQF3d9NvJZW/CqoADkkQkYz8/vu953Fx+uHa9u2dV48Ndu7cCQAYM2aMkyuxv8LCQvj6+tZ4/8uXLxsth4WF4cqVKwCAgwcPIjo6usr9z549i/DwcJeYssb5FZDLSzydiIi1ESaP3ut748VfX0Tv9b3Nvp54OtHZpRMR2c+GDfqhVoMVK4BOnQAnDjkWFhbixRdfhEqlgre3N/r06WN2eLawsBBfffUVunfvjnbt2mHfvn3ikOGCBQvE7SZOnAiFQgF3d3doNBoAwO+//y5uO3r0aKtrKy8vx5IlS9C2bVtxCDgtLc1kuzNnzuDJJ59Ey5Yt4enpiUaNGuGhhx7CZ599ZrTdoUOHxDqmTJmCDRs2IDw8HJ6ennjnnXeMhoHNPeLryQUt7LGjas2MmIlRHe+dQKzOUyMrPwvTv5gOAOjQqAPeiHoDDbwbGPXQqfzZW0dEMvHbb8D06YBOd2+d4b6gsbH6CyratXN4WU8//bR41wIAOHHiBGJiYnDgwAEMMFzkASAlJQUFBQXiMOygQYPg5eWFkpISHD58WNzO8Ly8vBxHjx7Fww8/bBQUhwwZYnVtr732GrKyssTlM2fO4JFHHsEvv/yCsLAwAMCuXbswbtw4o/nb7ty5gwMHDuDAgQOYP38+li5davLeX375JTZt2mR1LYB9rzx1Zeyxo2qpAlToqeopPh5JekQMdQDw6+1fMXHXRDyS9IjRdhyGJSLZWL8esBQMFApg3TrH1vMXb29vnDt3Drdv38YzzzwDQD9Bc8VeOMB0GNbHxwd9+/YFoA9ceXl5uHjxIq5fvy4OJxoCXU2DXUFBAVJTU3H37l2MHz8eAFBaWopPP/0UAFBUVISnn35aDHUfffQRNBoNDhw4IN6B4d1338XJkydN3jsnJwdz585FdnY2bt26hcmTJyM+Ph6CIIiPrVu3isfSpk0bTJ8+3eR97KVbt24mF09UHt51FAY7stmWx7bYtJ6ISPIuXwYEwfxrgqB/3QleeukldOnSBQ0bNsTSpUvF851PnDiB3NxcAEBxcTG+/PJLdO3aFR06dBD3NYS08vJyHDt2TOytM4Q/Q6AzrA8JCUF7G84nnD59OoYOHYqgoCD84x//ENcbAs+xY8eQk5MDAOjRowdmz56NgIAADB48GFOnThW337Nnj8l7t2vXDsuWLUOzZs3QqFEjtGnTxuj1L774ApMnT4ZOp0OrVq3wzTffoGXLllbXLmUMdlQtdZ4aZ9RnxEfnpp0xprPxybf/CP8HOjftbLSdOq8GM7YTEbmisLCqe+z+Glp0tNDQUPG5n58fmjRpAkB/g3lDaPrqq6+Qn59vctFExd63w4cPiwFu6tSpCAkJQUZGBs6cOYPr16+bbG+Nzp07G9VmUFxcDADIzs42exwAxKHaytsZ9OjRw+KFCgcOHMDYsWNRVlaGZs2aYf/+/SbBz97Onj2L8vJyox7DMCd9T/AcO6pW4ulEJByuevb1pB+SkPRDktG6uKg4xEfH12FlREQOMm0a8M475l8TBP15dk5guHIT0A99GsKcQqEQQ55hGLbyNCeRkZFo0KAB7t69i0OHDkGtVkOpVKJ///6IiorC5s2bsWjRInF7W4NdxVtjmTu/LTg42OxxAMZXqVbczsDSFbAnTpzAo48+iuLiYjRq1Aj79+9Hx44dbapb6hjsqFqVL54o0hZhwIYBiA6Nxkivkfii5AscunII6VPT4eNxbxZ2XjxBRLLRvr3+PLrY2HsXUCiV+lC3bp1TLpwA9Oeg9e/fHy1btsQrr7yCsrIyAEDv3r3FG8vv3bsX4eHh6NSpk9G+SqUS0dHRSE5OxnfffQedTodevXohICBADHa7d+8GoA9mDz30kF1r79evHxo3boxbt24hIyMDa9aswcSJE3H69GmjyY1Hjhxp1ft9//33GD58OPLz8xEYGIh9+/ahS5cudq1ZChjsqFqqANP56IQ4AVqtFikpKUgdk1r7m20TEbm6KVP0051066ZfnjsXmDXLaaEO0E9jEh4ebrTOw8NDvJJ037590Gg0FueuGzJkCJKTk6H7K6wa5msz/Cv8dV5hly5d0KxZM7vW7uvri8TERDz55JMoKyvDM888I14AYjB37lw88MADVr3f8uXLcefOHQCARqNBr169jF6Pi4urF1OeMNjZgaUJfKvDCXyJiCTmvvvuPU9IACqcO+YMa9euxf79+5GUlIQ7d+6gW7duWLJkiTjViaVhWIOhQ4caLUdFRQEA7rvvPrRq1arG59dZa/To0fj222/xzjvv4OjRo8jJyYGfnx969OiBWbNmYdy4cVa/l2Dp4pZ6RiHUw09Co9EgKCgIubm54iXVtRF/KL7ac9DMkfo5aIYeuxEjRrDHTqLYhtLG9jOvuLgYly5dQps2beDt7W3fNy8oAPz99c/z82sd7HQ6HTQaDQIDA+1+14LS0lIEBwdDpVLh/Pnzdn1vuscebVjd96wtuYU9dnZQ+Rw04N55aABMzj0z4DloRERUVzw9PcWhSao/GOzswNw5aAWlBeLz7s27w8/Tud31RERkI7Va/6ioqOje88xMwMf0P+1QqfQPIidgsCMiIjInMVF/Hp0lFW7ZZSQuDqgHJ+mTa2KwIyIiMmfmTGDUqOq3q4y9deREDHZERETmcEiVJIi3FCMiIiKSCZcIdqtWrRIv8Y2IiMDRo0ctbvv5559j6NChaNq0KQIDA9G3b1/s27fPgdUSERERuSanD8Vu374dc+fOxapVq9C/f38kJiZi+PDhOH/+PEJCQky2P3LkCIYOHYq33noLDRo0wIYNGzBy5EicOHECPXr0cMIREBGRHHHyeZIipwe75cuXIzY2FtOnTwcArFixAvv27cPq1auxePFik+1XrFhhtPzWW29h9+7d+OKLLxjsiIjIbhJPJ9bLyedJ2pwa7EpLS3H69Gm8/PLLRutjYmJw/Phxq95Dp9MhLy8PjRo1srhNSUkJSkpKxGWNRgNAP2u7VqutQeXVq/i+Wq0WWkXdfB1nMhxjXX2GVPfYhtLG9jNPq9VCEATodDrxHqg1MaPHDDzS/hGjdUXaIgzaNAgAcGTyEYuTz1v7dQ03fzLUS9JjjzbU6XQQBP092JVKpcnrtvyMOzXY5eTkoLy8HMHBwUbrg4ODkZWVZdV7LFu2DAUFBRg7dqzFbRYvXowEM3MRpaamwtfX17airVRcXiw+37dvH7yVdr6tjQtJS0tzdglUS2xDaWP7GXN3d0fz5s2Rn5+P0tLSGr+PH/zQzq+d0boC7b3J59v6tYWfh5nJ54V7HQjWysvLs3rb2bNnIykpCQDwxRdfiPeFrU5BQQHat2+PDh064NChQzbV52xLlizB22+/DQD46KOPMH78eJvfw9rPreLXqk7//v2xd+9eo/c2Jzw8vMrrB0pLS1FUVIQjR46grKzM5PXCwkKr6gFcYCgWABQKhdGyIAgm68xJSkpCfHw8du/ejWbNmlncbuHChZg3b564rNFo0Lp1a8TExNjlXrHmFJQWAN/rnw8bNkyWd57QarVIS0vD0KFDeZ9KiWIbShvbz7zi4mJcu3YN/v7+dr9XrLL0Xm9KYEBgrX+3C4KAvLw8BAQEWPV3D4BRW/v6+lr9d+yrr75CUVERxo0bV2d/++qKl5eX+Nzb27tG9Vv7uVX8WtVxd3dHQEBAtdsplcoqay4uLoaPjw8GDRpk8V6xVtdk9ZZ1oEmTJlAqlSa9czdv3jTpxats+/btiI2NxY4dOzBkyJAqt/Xy8jLbUB4eHnX2y9BDuPe+dfl1XIHcj68+YBtKG9vPWHl5ORQKBdzc3Gp8U3ZLKr6fPd7fMHRnqNcaFQOgLTV8/vnnAIAnnnjC7p9LXUtISDA78mYLaz+3yl8rPj5eXJ48eTI2btxotH3l4de4uDjE23jnETc3NygUCos/y7b8fDu1ZT09PREREWEyjJCWloZ+/fpZ3C8pKQlTpkzBtm3b8PDDD9d1mURERC6psLAQL774IlQqFby9vdGnTx+zw6yFhYX46quv0L17d7Rr1w779u2DQqGAQqHAggULxO0mTpwIhUIBd3d3sZfo999/F7cdPXp0lfX8+OOPeOKJJ9CxY0c0bNgQ7u7uaNCgAQYMGID169eL56OVlJQgIiICCoUCSqUSx44dA6DvwRw2bJj49Xbu3AlAH64M6yoGq7Vr1+Khhx5Cq1at4OfnB09PT7Rq1QpPPvkkzp07V5uPVrKcHtnnzZuH//f//h/Wr1+Pn376CS+88AKuXr2KWbNmAdAPo06aNEncPikpCZMmTcKyZcvQp08fZGVlISsrC7m5uc46BCIiqocOXjro7BLw9NNPY/ny5cjKykJJSQlOnDiBmJgYpKenG22XkpKCgoICPPHEEwCAQYMGiSNZhw8fFrczPC8vLxfPCasYFKsbIfvtt9+wc+dO/Prrr7h79y7Ky8uRm5uLY8eOITY2FkuWLAGgH0n773//i8DAQOh0Ojz11FPIy8vDypUrkZqaCgB49tlnMWbMmCq/XkpKCg4cOIAbN26gsLAQWq0WN27cwPbt29G/f3/89ttv1X2EsuP0YDdu3DisWLECb775Jrp3744jR44gJSUFoaGhAAC1Wo2rV6+K2ycmJqKsrAz//Oc/oVKpxMecOXOcdQhERFQPXLl7BRnqDHH59UOv4/Qfp3Hl7hWn1eTt7Y1z587h9u3beOaZZwDoz72s2AsHQOz5MgQlHx8f9O3bFwBw5swZ5OXl4eLFi7h+/bo4RGkIdLYEuy5duuDLL7/EjRs3UFxcjKKiIhw/fly8UHHZsmVir919992Hjz/+GABw6dIljBs3TpwlIyIiAsuWLav2+GfPno1Tp04hJycHWq0Wt27dwmuvvQYAyM/Px5o1a6p9D3tLSEgQexcND1uHZmvDJS6emD17NmbPnm32tcpj2VK7koeIiOQhbGWY0XJmViYiP44EAAhxghMqAl566SV06dIFALB06VJ8/PHHKCsrw4kTJ5Cbm4ugoCAUFxfjyy+/RNeuXdGhQwdx3yFDhuDQoUMoLy/HsWPHoFbrJ2MeM2YM/vvf/4p/bw29eCEhIWjfvn2V9TRv3hybNm3CwoULceHCBRQWFopBDgBu3bpldB792LFjcfDgQaxZswZfffUVACAoKAj//e9/4enpWe3xN2/eHIsXL8axY8eQnZ1tchX0+fPnq30PuXF6jx0REZEUbHlsi03rHcEwugUAfn5+aNKkCQD9uWo5OTkA9FfD5ufnmwxrVux9O3z4sBjgpk6dipCQEGRkZODMmTO4fv26yfaWPPnkk1i0aBHOnTuHgoICo1BnUFRUZLT8r3/9y+hChscffxxt27at9mtduXIF/fr1w6effopr166Zndqm8tdyhLi4OAiCYPRwZI8dgx0REZEVJnSdgGcinzFaN6f3HEzoOsFJFenDjUFBQYEY5hQKhRjyDMOwhvPrDCIjI9GgQQMA+tGwQ4cOQalUon///oiKikJ5eTkWLVokbl9dsLt79y727t0LQH8OXXp6ujhZtKWbCOh0OsTGxhpdWbpp0ybs37+/2mNPTk5GQYF+XsEHH3wQN27cgCAI2LNnT7X7yhmDnQO4wgm2RERUOzpBh9WnVhutW3liJXSC8+4Y8e677+LHH3/E3bt3sWDBAnFy2969eyMoKAglJSXYu3cvwsPD0alTJ6N9lUoloqOjAQDfffcdrly5gp49eyIgIABRUVEAgN27dwPQB8WHHnqoylrc3d3FKUXc3NwQEBCAoqIixMXF4fbt22b3SUhIwIEDBwAAzz33HJo0aQKdToeJEydWe6MCd/d7Z5N5enrCz88PFy5cwL///e8q95M7Brs64Ion2BIRUe0UaY2H9UZ2GGl2vSMVFhYiPDwcDRs2xOrV+tDp4eGBpUuXAtDf+Uij0Vi8utTQC2foMTMEPcO/hqHULl26VHkjAADw9/fHsGHDAOiHQLt164bAwECsWbNG7Bms6MCBA2II69+/P9577z3xvPrs7GyMHz++ylt0jRgxQrwo4+uvv0aDBg3Qrl073L17t8o65Y7Brg6ErQzDwI0DxWXDCbaVT7wlIiLp8PP0Q/7CfHE5aXQShDjBqXcWWrt2LV544QU0b94cXl5eeOCBB7Bv3z7xdlmWhmENhg4darRs6Km777770KpVK3G9NefXAcDmzZsxefJkNG3aFL6+vhg6dCgOHTqEoKAgo+2ysrLE4BYYGIgtW7ZAqVTi4YcfxvPPPw8AOHjwIN58802LX6tNmzZISUlBnz594OvrC5VKhfnz5+P999+3qla5UgjmzmyUOY1Gg6CgIOTm5tbJbVW2ntuKibsmmqzf8tgWp56LYW9arRYpKSkYMWIEZ72XKLahtLH9zCsuLsalS5fQpk0bu99SrKC0AP6L/QEA+Qvzax3qdDodNBoNAgMD7X43iNLSUgQHB0OlUtXLq0MdxR5tWN33rC25hT12dcAVT7AlIqL6xdPTE3fu3GGoq2dcYh47ubF0gu3yYcvhpmCWJiKSAnWeGup8tdG6iufTZWZlwsfDx2Q/lb8KqgBVnddHZA6DXR0wd4LtF79+gSJtkVPPxSAiIuslnk5EwmHLN54fsGGA2fVxUXGIj46vo6qIqsZgVwcMJ9gazsNIGp3EQEdEJDEzI2ZiVMdRNu+n8mdvHTkPgx0REZEZqgAOqZL08IQvIiIiIplgsCMiIiKSCQY7IiIiIpngOXZERERmqNX6h61UKv2DyBkY7IiIiMxITAQSLM92YlFcHBAfb/dyiKzCYEdERGTGzJnAqEqznRQVAX/dhhXp6YCP6fzE7K0jp+I5dkRERGaoVEDPnsaP7t3vvd69u+nrPXvWfbCbMmUKFAoFFAoFDh06ZPV+BQUF8PX1RURERN0V50TJycmIj49HfHw8Ll++XO328fHx4udY3SM6OhqA8WdveCiVSjRs2BBKpRLdK36DOAl77IiIiOqBvXv3oqioCE888YSzS6kTycnJ2LRpEwAgOjoaYWFhzi3ISdhjR0REVA/s3LkTADBmzBgnV2JfhYWFNdovPj4egiCIj7i4OPG1yZMnG71mrmc0Li4OgiCgvLwcd+7cQXl5OTIzM2t4FPbDYEdERFQDBw86uwJ9qHnxxRehUqng7e2NPn36mA0hhYWF+Oqrr9C9e3e0a9cO+/btE4cSFyxYIG43ceJEKBQKuLu7Q6PRAAB+//13cdvRo0dbrOX9998Xt3vrrbeMXtu6dav42vz588X1ly5dwsyZM9G2bVt4eXkhMDAQgwYNwo4dO4z2P3TokLj/lClTsGHDBoSHh8PT0xOzZ8+GQqEQe+sAYPDgwTUarpYDBjsiIiIrCcK953FxxsvO8PTTT2P58uXIyspCSUkJTpw4gZiYGKSnpxttl5KSgoKCAnEYdtCgQfDy8gIAHD58WNzO8Ly8vBxHjx4FAKNgNGTIEIu1TJo0CT5/XU2yefNmo9cqLs+YMQMAcPLkSXTr1g1r167FpUuXUFpairy8PBw9ehRjx47FwoULzX6dL7/8EtOmTcOPP/4IrVZr+cOppxjsiIiIrPTNN/eenzkDpKY6rxYA8Pb2xrlz53D79m0888wzAACtVmvUCweYDsP6+Pigb9++AIAzZ84gLy8PFy9exPXr1+Hmpo8GhkBnbbBr0KCB+P4///wzTp06BQDIysrC/v37AQBRUVHo2LEjAGDatGnIy8tDgwYNsH//fhQXF+Pq1asYOHAgAODtt9/GDz/8YPJ1cnJyMHfuXGRnZ+PWrVvikOjkyZPFbQ4ePCgOoxoufLC3hIQEk4sn4l1gnhsGOyIiIisIAvDmm/eWlUrg9ded22v30ksvoUuXLmjYsCGWLl0Kd3f9NZEnTpxAbm4uAKC4uBhffvklunbtig4dOoj7GkJaeXk5jh07JvbWGcKZIdAZ1oeEhKB9+/ZV1vP000+Lzz/55BMA+mHY8vJyo9d///13MbTdvXsXQ4YMgbe3N0JCQsSeQkEQsG/fPpOv0a5dOyxbtgzNmjVDo0aN0KZNG6s+q/qCwY6IiMgKqan6XjqD8nLg5Enn9tqFhoaKz/38/NCkSRMA+lCUk5MDAPjqq6+Qn59vctFExd63w4cPiwFu6tSpCAkJQUZGBs6cOYPr16+bbG/JgAED0LlzZwDAp59+irKyMnEYtnHjxuI5etnZ2VYdn+EYKurRo4fYq+hM5i6eYI8dERGRBAiCvneucp5wc3Nur92VK1fE5wUFBWIQUigUYsgzDMNWnuYkMjISDRo0AKDvnTt06BCUSiX69++PqKgolJeXY9GiReL21gQ74N45dH/++SeWLl2Ks2fPAtBfaWo4ry84OFjcvlOnTkZXoFZ8VL4IAwB8fX3Nfl2FQmFVfXLHYEdERFSN0lLg6lVApzNer9MB167pX3eGd999Fz/++CPu3r2LBQsWoKysDADQu3dvBAUFoaSkBHv37kV4eDg6depktK9SqRTPP/vuu+9w5coV9OzZEwEBAYiKigIA7N69G4A+ND300ENW1VQxwL3xxhviekPgA/TDqeHh4QD05+PNnz8farUaWq0WFy9exKpVq9C1a1ej4Fqdxo0bi8/PnTsHXeXGqic4QbEdqPPUUOcb3ym6SFskPs/MyoSPh+l9Z1T+KqgCeO8ZIiJX5+WlH3a9etX0lmLNmulfd4bCwkIxIBl4eHhg6dKlAIB9+/ZBo9FYnLtuyJAhSE5OFkOQIegZ/hX+6ors0qULmjVrZlVNjRo1wujRo7Ft2zYxaA4aNMgkWK5fvx5DhgyBRqPBsmXLsGzZMqve35J+/fqJ7zFnzhzMmTPH6BjqCwY7O0g8nYiEw5bvFD1gwwCz6+Oi4hAfHV9HVRERkT21bg00anRvuXt3wM/PaeUAANauXYv9+/cjKSkJd+7cQbdu3bBkyRIM+Ct9WhqGNRg6dKjRsqGn7r777kOrVq1sOr+uoqeffhrbtm0zWq6sV69eOHfuHN555x2kpqbi2rVr8PDwgEqlQvfu3fHwww+jRYsWVn/Nxx9/HHFxcdi0aROuX78uhsr6RiHUtygLQKPRICgoCLm5uQgMDKz1+5nrsbOG1HvstFotUlJSMGLECHh4eDi7HKoBtqG0sf3MKy4uxqVLl9CmTRt4e3vb9b0LCgB/f/3z/PzaBzudTgeNRoPAwEC7XxBQWlqK4OBgqFQqnD9/3q7vTffYow2r+561Jbewx84OVAHSDmhERGRKrdY/Kiq6d5YNMjP1Q7GVqVT6h7N5enrizp07zi6DHIzBjoiIyIzERCDB8lk24rl2lcXFAS4w6wXVUwx2REREZsycCYwaZft+rtBbR/UXgx0REZEZrjKkSmQLzmNHREREJBMMdkREJEv1cNIHkih7fq8y2BERkax4eHhAoVCgoKDA2aUQWaWgoAAKhcIu0xbxHDsiIpIVpVKJoKAg/PnnnygpKUFgYCDc3d1d8l6iOp0OpaWlKC4udokb25PtatqGgiCgrKwMGo0GGo0GDRo0gFKprHU9DHZERCQ7zZs3h4+PD27evAmNRuPsciwSBAFFRUXw8fFxyeBJ1attGyqVSqhUKgQFBdmlHgY7IiKSHYVCgQYNGiAoKAjl5eUue3sprVaLI0eOYNCgQbx7iETVpg3d3d2hVCrtGuoZ7IiISLYUCgXc3d3h7u6af+6USiXKysrg7e3NYCdRrtaGHNAnIiIikgkGOyIiIiKZYLAjIiIikgkGOyIiIiKZYLAjIiIikgnXvEyojhlu3eHKcxtJgVarRWFhITQajUtcCUS2YxtKG9tP+tiG0ueINjTkFWtuPVYvg11eXh4AoHXr1k6uhIiIiMg6eXl51U5krBDq4V2SdTod/vjjDwQEBHCm71rQaDRo3bo1rl27hsDAQGeXQzXANpQ2tp/0sQ2lzxFtKAgC8vLy0KJFi2pvW1Yve+zc3NzQqlUrZ5chG4GBgfyFJHFsQ2lj+0kf21D66roNrb3lGC+eICIiIpIJBjsiIiIimWCwoxrz8vJCXFwcvLy8nF0K1RDbUNrYftLHNpQ+V2vDennxBBEREZEcsceOiIiISCYY7IiIiIhkgsGOiIiISCYY7KhKq1atQps2beDt7Y2IiAgcPXrU4raff/45hg4diqZNmyIwMBB9+/bFvn37HFgtmWNLG1Z07NgxuLu7o3v37nVbIFXJ1vYrKSnBq6++itDQUHh5eeG+++7D+vXrHVQtmWNrG27duhXdunWDr68vVCoVpk6dilu3bjmoWqroyJEjGDlyJFq0aAGFQoHk5ORq9zl8+DAiIiLg7e2Ntm3bYs2aNXVfaAUMdmTR9u3bMXfuXLz66qvIyMjAwIEDMXz4cFy9etXs9keOHMHQoUORkpKC06dPY/DgwRg5ciQyMjIcXDkZ2NqGBrm5uZg0aRIeeughB1VK5tSk/caOHYtvvvkG69atwy+//IKkpCR06tTJgVVTRba2YXp6OiZNmoTY2Fj8+OOP2LFjB06ePInp06c7uHICgIKCAnTr1g0ffvihVdtfunQJI0aMwMCBA5GRkYFXXnkFzz//PD777LM6rrQCgciCBx54QJg1a5bRuk6dOgkvv/yy1e9x//33CwkJCfYujaxU0zYcN26c8NprrwlxcXFCt27d6rBCqoqt7ffVV18JQUFBwq1btxxRHlnB1jZcunSp0LZtW6N177//vtCqVas6q5GsA0DYtWtXldu89NJLQqdOnYzWzZw5U+jTp08dVmaMPXZkVmlpKU6fPo2YmBij9TExMTh+/LhV76HT6ZCXl4dGjRrVRYlUjZq24YYNG3DhwgXExcXVdYlUhZq03549exAZGYl33nkHLVu2RIcOHTB//nwUFRU5omSqpCZt2K9fP1y/fh0pKSkQBAHZ2dnYuXMnHn74YUeUTLX07bffmrT3sGHDcOrUKWi1WofUUC/vFUvVy8nJQXl5OYKDg43WBwcHIysry6r3WLZsGQoKCjB27Ni6KJGqUZM2/O233/Dyyy/j6NGjcHfnrwdnqkn7Xbx4Eenp6fD29sauXbuQk5OD2bNn4/bt2zzPzglq0ob9+vXD1q1bMW7cOBQXF6OsrAyjRo3CBx984IiSqZaysrLMtndZWRlycnKgUqnqvAb22FGVFAqF0bIgCCbrzElKSkJ8fDy2b9+OZs2a1VV5ZAVr27C8vBzjx49HQkICOnTo4KjyqBq2/AzqdDooFAps3boVDzzwAEaMGIHly5dj48aN7LVzIlva8Pz583j++efxxhtv4PTp0/j6669x6dIlzJo1yxGlkh2Ya29z6+sK/0tOZjVp0gRKpdLkf5U3b940+d9IZdu3b0dsbCx27NiBIUOG1GWZVAVb2zAvLw+nTp1CRkYGnn32WQD6oCAIAtzd3ZGamooHH3zQIbVTzX4GVSoVWrZsiaCgIHFd586dIQgCrl+/jvbt29dpzWSsJm24ePFi9O/fHwsWLAAAdO3aFX5+fhg4cCD+/e9/O6THh2quefPmZtvb3d0djRs3dkgN7LEjszw9PREREYG0tDSj9WlpaejXr5/F/ZKSkjBlyhRs27aN54Q4ma1tGBgYiO+//x6ZmZniY9asWejYsSMyMzPRu3dvR5VOqNnPYP/+/fHHH38gPz9fXPfrr7/Czc0NrVq1qtN6yVRN2rCwsBBubsZ/mpVKJYB7PT/kuvr27WvS3qmpqYiMjISHh4djinDYZRokOZ9++qng4eEhrFu3Tjh//rwwd+5cwc/PT7h8+bIgCILw8ssvC0899ZS4/bZt2wR3d3fho48+EtRqtfi4e/eusw6h3rO1DSvjVbHOZWv75eXlCa1atRLGjBkj/Pjjj8Lhw4eF9u3bC9OnT3fWIdR7trbhhg0bBHd3d2HVqlXChQsXhPT0dCEyMlJ44IEHnHUI9VpeXp6QkZEhZGRkCACE5cuXCxkZGcKVK1cEQTBtv4sXLwq+vr7CCy+8IJw/f15Yt26d4OHhIezcudNhNTPYUZU++ugjITQ0VPD09BR69uwpHD58WHxt8uTJQlRUlLgcFRUlADB5TJ482fGFk8iWNqyMwc75bG2/n376SRgyZIjg4+MjtGrVSpg3b55QWFjo4KqpIlvb8P333xfuv/9+wcfHR1CpVMKECROE69evO7hqEgRBOHjwYJV/18y136FDh4QePXoInp6eQlhYmLB69WqH1qwQBPbtEhEREckBz7EjIiIikgkGOyIiIiKZYLAjIiIikgkGOyIiIiKZYLAjIiIikgkGOyIiIiKZYLAjIiIikgkGOyIiIiKZYLAjIgBAfHw8FAqF+HjooYdMtvnuu++MtlEoFCguLrZrHYcOHRLfe8qUKTV+n7CwMPF9aio5ORnx8fGIj4/H5cuXTV43vH9YWFiNv0Zdunz5slhjdHS0w77uihUrxM+tMnu1LxGZ5+7sAojINR04cAA//PADwsPDxXXvv/++EytyvOTkZGzatAkAEB0d7bIBztWsWLECV65cAQCz4Y6I6g577IjIog8//FB8np2djR07djixGtcj6O+3bbY3j4jIGRjsiMhEmzZtAABbtmzB3bt3AQCJiYkoLS0VX7Pks88+w5AhQ9CoUSN4enqiRYsWGDduHM6cOWOy7dGjR9GvXz/4+PhApVLhxRdfRGFhodn3jY6OFofwKgapikPIGzdurLK24uJiTJ06Fd27d0fTpk3h6ekJPz8/dO3aFW+88QYKCgoA3BvCNPTWAcDgwYPFr3Po0CEAlodi8/Ly8PrrryM8PBy+vr7w8fHB//3f/+G1116DRqMx2rbikPGvv/6Kxx57DEFBQWjatCnGjRuHmzdvVnlMBj/88AOGDRsGX19fNG7cGLGxsbh165bF7W/evIkXX3wRnTp1go+PD/z8/NCrVy8kJiai4i3EKw/npqamonfv3vDx8UHz5s0xd+5cFBUVAQA2btwIhUIh9tZV/IwsDYknJycjIiICPj4+aN++Pd577z3wFuZEtSAQEQmCEBcXJwAQAAjz5s0TVCqVAEBYtmyZUFpaKrRo0UIAICxdulTcDoBQVFQkvseLL75o9FrFh4eHh7Br1y5x2+PHjwuenp4m27Vs2VJ8PnnyZHH7qKgocf2lS5fM1r1hwwZxfWhoqLje4M6dOxbrAyDExMQIgiAIly5dqnK7gwcPCoIgiMuhoaHi1/jzzz+Fjh07Wty3Y8eOQk5Ojtk6GzZsaLGmqly4cEEICgqq8rOMiooy2t7QvuYeTz75pLhtxc+iUaNGglKpNNl+xIgRgiAIwoYNG6r83ARBEA4ePCguBwcHm91u27Zt1R4zEZnHHjsiMuHh4YGZM2cCAD766CPs2LEDf/zxB3x9fREbG2t2n5MnT2LZsmUAgAYNGuDAgQPQaDT44IMPAABarRYzZswQe3defvlllJaWAgCmT5+O27dv44cffoCvr2+dHZePjw+2bt2KCxcuIC8vD6Wlpfj999/RvXt3AEBqaiq+//57hIWFQRAETJ48Wdz34MGD4tBrVRcixMXF4ZdffgEAxMTE4Pr167hx4waGDBkCAPjll1/wxhtvmN23W7duuHbtGn7++Wc0a9ZMrCkrK6vK40pISEBubi4A4OGHH0ZWVhYuX76M1q1bm91+zpw5UKvVcHd3x44dO1BYWIjs7Gw88cQTAIBPP/0UX375pcl+t2/fxhtvvIHc3FwcP34cTZo0AQCkpKRg3759mDJlCgRBQGhoqLiP4TMTzPTCZWdnY/ny5cjNzRW/TwAY9ZQSkW0Y7IjIrFmzZsHT0xMXL17E888/DwCYMGECGjZsaHb73bt3i8+nTp2KwYMHIyAgAM8++yy6desGAMjJycHx48dRWFiIY8eOAdAP1S1btgwNGzbE//3f/2H+/Pl1dkxeXl4oLi7G5MmTERISAm9vb7Rr1w6ZmZniNufPn6/V16j4OSxduhQtW7ZEixYtsHTpUnH9nj17zO67cuVKtGrVCh07dsTAgQPF9dWdw5eamio+X7JkCYKDgxEaGoqEhASTbYuLi/H1118DAMrKyvDEE0/A19cXwcHBRudQGrapqEWLFnj99dcRGBiIvn37YsaMGWZrsFaPHj3wwgsvIDAw0OgKWZ6zSFRzDHZEZFZwcLDYg2M4V+vZZ5+1uH12drb4vGKPDQCjc9Cys7Nx584dlJeXAwCCgoIQGBhocV9zKvb+lJWVVbu9wbJlyxAbG4v09HTcuXMHOp3OZBtDj2JNWfocKn8G5nTu3Fl87ufnJz6vbkqZnJwc8XnFXjpzn+WtW7es+swqvqdBSEiI0blyFd/f2nMBK6rp8RKRZQx2RGSRoacOAKKiotC1a1eL2wYHB4vPK548Dxj3wAQHB6Nhw4Zwc9P/+snNzTW6oKDyvgbe3t7i84oXWPz+++/VHMU9W7ZsEZ+vXLkShYWFEAQBjz/+uNntazIHnqXPofJnYI6Hh0eNvrZhSBQArl27ZvbrGzRu3Bju7vqZrgICAlBSUmI0XGp4bNu2zWTfa9euGYXqiu9vGDq2pfaaHi8RWcZgR0QWPfDAA5g9ezYeffRRvPrqq1VuO2rUKPH5xo0bcfjwYeTn52PVqlU4e/YsAH0A6devH3x9fTFgwAAA+t63+fPn486dOzh//jzeffdds+9fscdr7969AIBjx44hOTnZ6uMxBBoA8Pf3h0KhwO7du82eTwboQ5DBuXPnzPbwVVbxc/jXv/6FP/74A2q1Gv/617/MbmMPMTEx4vOFCxciOzsbV69eRVxcnMm23t7e+Nvf/gZAf/XutGnTcPnyZWi1Wly7dg2bNm1C//79ceTIEZN9b9y4gf/85z/QaDT43//+h48//thsDRU/t4rD3ETkAI6/XoOIXFHFq0v/9a9/VbktKlzBWPGq2Llz51q8ItLd3V3YuXOnuK2lq2KbNm1q9qrY9PR0o+0CAwMFAIKfn5/VV8UuWbLE5Ou5ubkJ9913n9n3+Oyzzyxe3Vnxc6h4VezNmzeF9u3bW/wc2rdvL/z5559V1ikIgjB58mSTq3AtsXRVbMXPsuJVsRcvXjS6Ytbcw/A1K14V27RpU8HDw8Nk2+HDhws6nU58/+eee85kG8PXr3hVbMX2tfR5EpFt2GNHRHbz3nvvYfv27Rg8eDAaNGgAd3d3NG/eHGPGjMHx48cxevRocdu+ffsiLS0Nffr0gZeXF5o1a4Znn30W69atM/ve/fv3x9atW3H//ffDy8sLTZs2xZIlS/DCCy9YXd/8+fPx5ptvIiwsDF5eXujWrRt27dol9h5W9vjjjyMuLg5hYWFGvX1Vadq0KU6ePIlXXnkF999/P7y9veHl5YXOnTtj4cKFOHnypNHQqT20bdsWR48exdChQ+Hj44OGDRviqaeewhdffGF2+zZt2iAzMxMvvfSSWKOPjw/atm2LkSNHYvXq1ejZs6fJfvfffz9SU1PRt29fsc3mzJmDnTt3Gg2lxsfHY8KECQgODuYQK5GDKQSBM0ESEZF5ly9fFieljoqKEidnJiLXxB47IiIiIplgsCMiIiKSCQ7FEhEREckEe+yIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZILBjoiIiEgmGOyIiIiIZOL/A+F/i6Hk+iGNAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "modulation_depth = [0.5, 0.3, 0.7, 0.9, 0.8, 1.0, 0.6, 0.4, 0.2, 0.1]\n", "w_xs = w_x * convert_modulation_depth_to_alpha(modulation_depth)[0]\n", @@ -365,10 +507,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "d15205ff", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "plotScatteringLengths(B_range = [0, 3.6])" ] @@ -383,12 +536,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "id": "86e9ba21", "metadata": { "scrolled": false }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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dOThiQURELoSJhYv77DOgUiXg6lXg5ZcBVdU7IiI7oU2DatUKyJPHunNoicXJkzICQkRE5MSYWLi4/PmBZcukFO3q1cDixXpHRGQnrC0zm9ozzwCensCDB8ClS7aJi4iIyE4xsSDUqQNMnSrbb7zB6x8ixMQAe/fKtrXrKwDJ2KtVk21OhyIiIifHxIIAAOPHA02bAvfvAwMHAgkJekdEpKPt2+WHoHx5eWQH11kQEZGLYGJBAAA3N2DJEsDLS27Ufvqp3hER6cgW06A0TCyIiMhFMLGgFIGBwLffyvaUKcDhw3pGQ6QTVTUu3M7ONCgNS84SEZGLYGJBJvr3B3r3llkg/fvLmlMil3LxIhAaCnh4AC1bZv981avL86VLwL172T8fERGRnWJiQSYUBZgzBwgIAM6fB8aN0zsiolymjVYEBwMFC2b/fEWLAv7+sn3qVPbPR0REZKeYWFA6hQsby85+9x3wxx/6xkOUq7T1FbaYBqXhOgsiInIBTCwoQ61bA2++KdtDhkgDYiKnFxsrFaEA2yzc1nCdBRERuQAmFpSpjz+WEvzXrwPDhrErN7mAPXuAhw8BPz/jKIMtcMSCiIhcABMLylTevNKVO08eYP16YN48vSMiymGpp0Epiu3OmzqxYIZOREROiokFZalGDWDaNNl+803gwgV94yHKUbYsM5taxYqSod+7B4SF2fbcREREdoKJBT3RmDFAq1YyQ6R/fyA+Xu+IiHLAf/8BJ0/KSEXbtrY9t4cHUKWKbHM6FBEROSkmFvREBgOwaBHw1FPAoUPAhx/qHRFRDtCmQdWrJyVibY3rLIiIyMkxsSCzlColpWcBSSz279c3HiKby4kys6kxsSAiIifHxILM9sILMhUqKUme2USYnEZiIrB5s2zbssxsaiw5S0RETo6JBVlk1iygdGng0iVjnwsih3fkCHD7NuDjAzRsmDOfoY1YXLwIPHiQM59BRESkIyYWZBEfH+DHH2V964IFwJo1ekdEZAPaNKjWrQF395z5jOLFAV9fKTd7+nTOfAYREZGOmFiQxZo1AyZMkO3hw4GrV/WNhyjbtDKzOTUNSsN1FkRE5MR0Tyx27QKeew7w95e74GvXZn7sK6/IMV9+abo/NhZ44w0p5FKgANClCxAZaXrMnTvAgAFyx93HR7bv3rXxN+NCPvgAqFULuHULeOkl9vwiB3bnDnDwoGzn1MJtDddZEBGRE9M9sXjwQH7XzpqV9XFr18rvfn//9O+NGSNTclauBPbsAe7fBzp3lvWYmr59gRMn5MbkX3/J9oABtvs+XE2ePNKVO29emUXy7bd6R0Rkpa1bpSJB5cqygCgnccSCiIicWA5NJjZfhw7yyMqVK8DIkXIB26mT6XvR0TLX/8cfgTZtZN/SpVIedcsWuQF55owkEwcOGNdlzpsHBAUB585JU1yyXJUqwOefy2jR+PEyPb1yZb2jIrJQTnXbzkjqxEJVZQiWiIjISeg+YvEkSUkysjB+PFC1avr3jx6VTtDt2hn3+fsD1aoB+/bJ6/370xd7adRI9mnHZCQ2NhYxMTEpj3usr5rOiBFyPfb4MdCvHxAXp3dERBZQVePC7ZxeXwFI5u3uLvMwIyJy/vOIiIhykd0nFp9+Kr+HR43K+P1r12RaTqFCpvt9feU97ZjixdN/bfHixmMyMm3aNPj4+KQ8qlSpYt034cQUBfjhB6BIEeD4cWDyZL0jIrJASIgsyMqbV6oS5LQ8eYzDepwORURETsauE4ujR4GvvgIWLbJ8xkDaWQYZff2TZiJMnDgR0dHRKY+QkBDLgnAR/v7A3Lmy/emnwPbtwI4dwIoV8px6rQuRXdFGK5o1A/Lly53P5DoLIiJyUnadWOzeDVy/Lusp3d3lER4OvPUWEBgox/j5yfSbO3dMv/b6dRm10I6Jikp//hs3jMdkxNPTE97e3ikPLy8vm3xfzqhHD2DIEEnW2rYFWraUBfMtW8rf1erVekdIlIHcnAalYWJBREROyq4TiwED5HfviRPGh7+/rLfQrgfq1gU8PIDNm41fd/UqcOoU0LixvA4KkkXehw4Zjzl4UPZpx1D2tWolz2lHKK5cAXr2ZHJBdubhQ2DnTtnOjYXbGpacJSIiJ6V7Vaj794GLF42vQ0MlgShcWEYqihQxPd7DQ0YgtEpOPj7A0KEyilGkiHzduHFA9erGKlGVK8sNyeHDge+/l30vvywlaVkRyjYSE4F33sn4PW3K2ZgxQNeugJtbroZGlLFdu6QJTqlSuVvOTBuxOH8eePQo96ZgERER5TDdRyyOHAFq15YHAIwdK9vvvWf+Ob74AujWDejdG2jSBMifH1i/3vQCdtkySTbatZNHjRpSopZsY/fu9E0JU1NVKYKze3fuxUSUpdRlZnOz7Kufn3TzTEqSxeNEREROQvcRixYtLOvaHBaWfl/evMA338gjM4ULS38LyhlXr9r2OKIcp82nzM1pUIAkMTVqANu2yXSounVz9/OJiIhyiO4jFuQcSpSw7XFEOSo8HDh7VoY1tTmTuUlbZ8EF3ERE5ESYWJBNNG0KlCyZ+YwSRZGp7E2b5m5cRBnSRisaNgSeeir3P5+VoYiIyAkxsSCbcHOTniNA+uRCe/3ll1y4TXZCjzKzqaVOLCyZC0pERGTHmFiQzfToAfz6KxAQYLrf11f29+ihT1xEJuLjgS1bZDu311doqlSRLPvWLeC///SJgYiIyMaYWJBN9eghC+y3bweqVZN9kyYxqSA7cvAgEBMjFR30WjidN6+x1jWnQxERkZNgYkE25+Ym1b569pTX+/bpGg6RKW0aVLt2+s7N4zoLIiJyMkwsKMcEB8vznj36xkFkInX/Cj0xsSAish/37kkn3zJlpHFp48bA4cNZf83OnTLynTcvUK4c8N13tonl8mXgueeAAgWk79GoUUBcnPH9sDBZwJr2of1+0xETC3t25AjQqpU8O6CGDeWGcHi4NMcj0t2NG8DRo7Ktd2KhlZz9+2994yAiImDYMGDzZumefPKkjGq3aQNcuZLx8aGhQMeOUu7y+HHgf/+TBGDVquzFkZgIdOoEPHggd2ZXrpRzvvVW+mO3bJEGYdqjVavsfbYNMLGwZ0uWyGIFB20RXrCgsaP63r36xkIEQH5pqKqMFujdVEUbsTh7FoiN1TcWIiJX9uiRXLx/9hnQrBnw9NPAlClA2bLAnDkZf8133wGlS0vJy8qVJTEZMgSYPt30uIUL5f28eYFKlYDZs7OOZdMmICREujrXri3JzYwZwLx5sj4wtSJFAD8/4yNPHmv/BGxG987bjighIQHx8fE5c/LwcKkUoyhwX7AACgB1xQok9OsnF0RFisgwnYNo3hw4fRrYvx94/nm9oyFX5/bnnzAASGzTBkk59TNsruLF4V6oEJQ7dxD/zz9ArVr6xkNE5CQSEhIAAPfu3UNMqotxT09PeHp6ZvQFMlKQN6/p/nz5Mp/PvX+/jGqk1r49sGCBVB/08JBkYPJkYNYsSRKOHweGD5cpToMGZX7eatUAf3/T88bGyoh7y5bG/V26AI8fA888A7z5pnFxq46YWFhh//79yJ8/f46cu2u3binbKdXtb9yAR8OGKfvXrV2bI5+dE5o2NTbF27BB31jIxSUlof3vvyMvgANPPYWbdvAPsnFAAIrduYOTS5cigmVniYhs4uHDhwCAKlWqmOyfPHkypkyZkv4LvLyAoCBg6lQZXfD1BVaskCqCzzyT8YdcuybHpebrK0nKzZsyKj51qow2aKUxy5aV0Yjvv888scjovIUKyWjEtWvyumBBYOZMoEkTwGAAfvsNeOEFYPFioH//LP5kch4TCysEBQUhIG2zBhtJWLQIbsOGQUlIgNZnTntWFQWJX3+Njh075shn54SoKKBCBVlTdPky4O2td0Tksk6cgMfdu1Dz50eDN98EMrprlcsMW7YAp06hpsGA6g70c01EZM+uJK+LCAkJMbley3C0QvPjjzKVKSBAFojWqQP07QscO5b516TtCKw1PFUUWdMXEQEMHSqjFJqEBMDHR7Y7dAB275btMmVkikdG59XOre0vWlRGKDT16gF37shULiYWjsfd3R0eHh45c/JBg4Dq1TOsr6+oKtz/7//kH+WIETLMZudKlpSf0YsXpbiCXo2OibBtGwBAadUKHgUL6hxMsuTpT26nTsHNAX6eiYgcgbu7XN56eXnB29w7muXLS5WnBw9kLUOJEjIKULZsxsf7+RlHEDTXrwPu7jJt/fZt2TdvnlSzSU0rdT5/vqzvAIzXdH5+MlKS2p07Mr0q7UhGao0ayfl0xsXb9sxgMH2uWBGIjpYstWZNWeDjALSys1pSTqQLeykzmxpLzhIR2ZcCBSSpuHNH+h517ZrxcUFBUhAktU2bZPTAw0OSgIAA4NIlWQye+qElKwEBxn3a+tmgIODUKanylPq8np5ZN3U9flz/oiRgYmGfiheXjLVuXak6ULeuvN64EZg7V4bAzpyRC6SuXYF//9U74iyxnwXp7t49Y2kyexo2q1pVbhxcv57+zhcREeWejRvlBlRoqCQMLVvKDd2XXpL3J04EBg40Hv/qq1JwZ+xYuSb74QdZuD1unPGYKVOAadOAr74Czp+XMrYLF8r6iMy0awdUqQIMGCDJwtatcs7hw43zyRcvBpYvl889d04qUX39NfDGGzb/Y7EUEwt7VLKkND85eBB45RV5DguTbHb4cODCBWni4uYmC3aqVJH6yffv6xx4xrTE4tAhVtUknWzfLsPI5crJnSF7kT+/cWEgRy2IiPQTHS3TzCtVkgQiOFhGCrQpSlevymJRTdmyUpVmxw6Z1jp1qlzcpy6BOWyYTE9atEimuTdvLtuZTa8C5Nrujz+kQlWTJkDv3kC3bunL2H74oYyO1K8vvS5++MF03YVOFFVV1ScfRgAQGRmJUqVKISIiAiVLltQ7HKksMGaMcSjO3x/49FOgX7+MF/7oRFVlEObmTWDfPhnlI8pVI0ZI7fDXXntyDfHc1rs38MsvwOefm97pIiIiq9jd9ZoL4YiFI6tSRYbu1q6VO7H//SdDZ02a2FW3bkXhdCjS2caN8mxP06A0XGdBREROgomFo1MUWWcREiLz+AoUkOYqDRpIibOoKL0jBMDEgnR08aKsQ3J3N20sZC9q1pTnv//WNw4iIqJsYmLhLDw9gXfekcVBAwbI/KMffpD529OnA3FxuoanJRZ79wJJSbqGQq5GG60IDpYmSPZGG7E4c0b3n1MiIqLsYGLhbPz9gSVLZDFDvXpSDWf8eFk0pGOn4Tp1gHz5gFu3pIABUa6xxzKzqZUuLc2S4uP5w0FERA6NiYWzCgqSalILFsjK6fPngU6d5HH+fK6H4+EhvVsAToeiXBQXJxWhAPtNLBTFOGrB6VBEROTAmFg4M4NB2tOfPw+89ZbMMd+wAahWDZgwQTpL5iKus6Bct3evdFH19TWuZbBHXMBNREROgImFK/DxkXUWp04BHTrIlIvPPwcqVJB6yrm06IGJBeU6bRpUu3bGDvb2iIkFERE5ATv+TUs2V7GijFj88Ycs6o6Kko6S2rSpHNaokVzbXboklXGJcpw9l5lNjYkFERE5ASYWrqhjRxm9+PxzqZJz6JBc9Q8cmKNX/N7extkoe/fm2McQiatXZc2CogBt2+odTdaqVZM4r14FbtzQOxoiIiKrMLFwVXnySJff8+eBwYNl348/yqjGJ58AsbE58rGcDkW5ZtMmea5TByhWTN9YnqRgQaB8ednmqAURETkoJhauzs8PWLhQpkI1bAjcvw9MnAhUrQr89pv0w7AhJhaUaxxlGpSG06GIiMjBMbEg0aCB9L5YvFiSjX//lY7ezz4rjbtspEkTeT5xQlpsEOWIxETjiIW9lplNi4kFERE5OCYWZGQwyDqL8+eBt9+W6VKbNskFz9ixwN272f6IgACgbFkpRHXgQPZDJsrQsWPSjdHb29hAxd5pC5DYy4KIiBwUEwtKz8tL1lmcPg106QIkJABffCHlaefPl7vB2cDpUJTjtDKzrVtLd0ZHoI1YnD4tP3NEREQOhokFZe7pp4F16+QirVIlqVYzfLhMm8pGWSctsdi920ZxEqXlaOsrACAwUBZxx8XJqCEREZGDYWJBT9a+vcz7njlTppYcOybZQd++QGSkxafTEosDB6RXH5FN3b1rnGfnKOsrAJmKqI1acDoUERE5ICYWZB4PD+DNN4ELF4Bhw6Tm/ooVUp72ww+Bx4/NPlWlSkDhwsCjR8Dx4zkYM7mmrVtlul7FikCZMnpHYxku4CYiIgfGxIIsU7w4MG8ecPiwlHh6+BCYNAmoXBlYs8ZYnvbIEaBVK3lOw2AwVofiOguyOUecBqVhYkFERA6MiQVZp25dWSSxbJmUegoLA3r0kA7Hp08DS5YA27dL070McAE35QhVNS7cdqRpUBomFkRE5MCYWJD1FEXWWZw7B7z7rpSn3bpVLo7mz5djVq6UNRlHjwLh4SlfmjqxsHEPPnJlZ88CERGApyfQvLne0ViuenV5jowEbt/WNxYiIiILMbGg7CtQQNZZxMXJ66QkWUABSCWpunWBevWk6k2yunWBvHnl7QsXcj9kclLaNKhmzYD8+fWNxRre3tLoBeCoBRERORwmFmQ7S5cC7u6m+7ThCHd3eT+Zp6dUrQU4HYpsyJGnQWk4HYqIiBwUEwuynX79gIMHM37v4EF5PxWusyCbevQI2LlTth1x4bZG68DNxIKIiBwMEwvKGYryxEOYWJBN7dolZY8DAoAqVfSOxnrsZUFERA6KiQXZVvHigJ8fUKeOLKIApGlF8eLpDg0KkvzjwgUgKiqX4yTnk7rMrBmJrd3SEotTp6QfBxERkYNgYkG2VbKklJ49fFjKzwLAwIGyP42nnjIWwdm7N9ciJGelJRaOvL4CAMqVk4Xnjx8DFy/qHQ0REZHZmFiQ7Xl6yh3j7t3l9fr1mdaU5XQosomICCAkRLovtmmjdzTZ4+ZmzLg5HYqIiBwIEwvKOc8+K0nGv//KtI4MMLEgm9BGKxo2BAoV0jcWW2BlKCIickBMLCjnFCwonbgBYO3aDA/REotjx4AHD3InLHJCzlBmNjUmFkRE5ICYWFDO0qZDrVmT4dulSgGlS8sa1cwq1RJlKSEB2LJFth25zGxqTCyIiMgBMbGgnPXcczLv/fhxWdSdAU6Homw5eBCIjpbqY/Xq6R2NbWiJRXg4cPeurqEQERGZi4kF5axixYyZw7p1GR7CxIKyRVtf0aaNLHx2Bk89JUN5AHDypK6hEBERmUv3xGLXLrmp7e8vhYRST8WPjwfeflsKpBQoIMcMHAj895/pOWJjgTfeAIoWleO6dAEiI02PuXMHGDAA8PGRx4ABvBGYa54wHUpLLPbvl1ktRBZJ3b/CmXA6FBERORjdE4sHD4CaNYFZs9K/9/ChLOqdNEmeV68Gzp+XxCG1MWPkmnXlSrnrff8+0LmzaW+pvn2BEydkjedff8n2gAE5+I2RUbdu8rx7N3DjRrq3q1aVZO/+fVbXJAvdvCk9UwCgXTt9Y7G1mjXlmYkFERE5CHe9A+jQQR4Z8fEBNm823ffNN0CDBsDlyzJTIDoaWLAA+PFHY/n6pUtlUfCWLVIk5swZSSYOHJBqlAAwb550fj53DqhYMee+PwIQGAjUqiXZ3O+/Ay+9ZPK2wQA0aQJs2CCJYd26egRJDmnLFumRUr06EBCgdzS2pY1YMNsmIiIHofuIhaWio2XK1FNPyeujR2XKVOqblf7+QLVqwL598nr/fklStKQCABo1kn3aMZTDzJwOxXUWZBFnKzObmpZYnDwJJCXpGwsREZEZHCqxePwYeOcdmdbk7S37rl0D8uRJ3xPL11fe044pXjz9+YoXNx6TkdjYWMTExKQ87t27Z5tvxBVpicWmTTLnKY3UiUUmTbqJTKmq/HsCnG99BQA8/TSQN6/MCb10Se9oiIiInshhEov4eODFF+XG3ezZTz5eVWVkQ5N6O7Nj0po2bRp8fHxSHlWqVLE8cBLVqgHlyslKe22xbSr160uCeO0ar6HITCdPAlevAvnzGzNTZ+LuLj83AKdDERGRQ3CIxCI+HujdGwgNlTUX2mgFAPj5AXFxUvUptevXZdRCOyYqKv15b9wwHpORiRMnIjo6OuUREhKS/W/GVSlKltOh8uaV5ALgdCgykzYNqkULwNNT11ByDCtDERGRA7H7xEJLKi5ckHWaRYqYvl+3LuDhYbrI++pV4NQpoHFjeR0UJGszDh0yHqP11NKOyYinpye8vb1THl5eXrb7xlyRllj8/rtkg2lwnQVZxFnLzKbGxIKIiByI7onF/ftSLOjECXkdGirbly9LT4OePYEjR4Bly6R87LVr8tCuS318gKFDgbfeArZulQbP/ftLkRitSlTlynLtMXy4VIY6cEC2O3dmRahc1aiRDBFFRwM7dqR7m4kFme3+fSlfDDjnwm0NS84SEZED0T2xOHIEqF1bHgAwdqxsv/eeNLn77Td5rlULKFHC+EhdzemLL6RVQu/eUrY0f35g/XrTJrzLlkmy0a6dPGrUkBK1lIvc3IxNSFJ3QkymjR6dPZthuwsiox07ZDizbFngmWf0jibnVK8uz5cuATEx+sZCRET0BLonFi1ayCLqtI9Fi6T9QUbvqap8nSZvXulvceuWFFBZv176WKRWuLD0t4iJkcfSpcaStZSLtOlQa9emK6FZuLA0ywNYBpieQJsG1b591hUYHF2RIsb+HKdO6RsLERHRE+ieWJCLadUK8PKShTCpF70k43QoMosz969Ii+ssiIjIQTCxoNzl6Ql07CjbGUyHYmJBT/Tvv8DFi1KOtVUrvaPJedo6C5acJSIiO8fEgnJf6rKzabrhaYnF0aMyrY0oHW0aVOPGprWnnRVHLIiIyEEwsaDc16GDdMM7fx44c8bkrTJlZEp5fDxw+LBO8ZF9c4Uys6lpicXJk+nWJREREdkTJhaU+7y9gdatZTvNdChF4XQoykJcHLBtm2y7wvoKAKhQQRLxe/eA8HC9oyEiIsoUEwvSRxZduJlYUKb27ZMeFsWKSQ1qV+DhYSyXxnUWRERkx5hYkD66dJHhiSNHgIgIk7e0xGLfPmmKSJQidZlZgwv998V1FkRE5ABc6Dcz2RVfX2NHvHXrTN6qXl0q0sbEsHQ/peFKZWZTY2JBREQOgIkF6SeT6VBubsacY/fuXI6J7FdUFHDihGy3a6drKLlOKznLxIKIiOwYEwvSj5ZY7NwpbdNT4ToLSmfTJnmuUwcoXlzfWHKbNmJx8SLw4IG+sRAREWWCiQXpp1w5uWBKTAT++MPkLS2x2L07XasLclWuOg0KkMXqfn7yw8D5gUREZKeYWJC+unWT5zTToRo0kMbK//3HCpsE6d+gjVi4Sv+KtLjOgoiI7BwTC9KXNh1q40aTVtv58wN168o2p0MRjh0Dbt6UVf1BQXpHow9tnQVLzhIRkZ1iYkH6qlkTCAwEHj0ylhJN1rSpPDOxoJR/G61bS18HV8QRCyIisnPZTizi4+NtEQe5KkUxTodK04WbC7gpRer+Fa4qdWLBhUdERGSlkydP5ti5rUosLl++jBdeeAE+Pj7Ily8fAGDEiBEYMmQIQkJCbBoguQBtOtT69UCqRFUrOXv6NHD7tg5xkX2IjpZuiYBrJxaVKsloTXR0uqaSRERE5qpVqxaCg4OxdOlSxMXF2fTcFicWUVFRCAoKwq+//op79+5BTb5z9ujRIyxevBg//fSTTQMkF9CkCVC0KHDnDrBrV8ruYsXkWgowXleSC9q2TSqHVagAlC2rdzT6yZMHqFxZtrnOgoiIrKSqKvbv349BgwbB398f48aNw4ULF2xybosTi6lTp+Lq1aspCYVm4MCBUFUVmzdvtklg5ELc3IAuXWSb06EoLVcuM5sW11kQEVE2de7cGe7u7lBVFbdv38YXX3yBSpUqoU2bNli1ahUSExOtPrfFicUff/wBRVGwfPlyk/116tQBAISzNihZQ5sOtXatyfxxJhYuTlWN6ytctcxsakwsiIgom3777TdcvXoVs2fPRuPGjaGqKlRVxfbt29G7d2+UKlUKH3zwAaKjoy0+t8WJxX///QcA6NGjh8l+T09PAMDNmzctDoIIbdoABQoAkZHAkSMpu7XE4vBh4PFjnWIj/Zw/L41M8uQBmjfXOxr9aSVnmVgQEVE2FC5cGK+++ir27NmDf//9Fy1btkxJMKKiovD++++jUqVK+NvCqbcWJxb58+cHANy9e9dk/8GDBwEAXl5elp6SCMibF+jQQbZTTYcqV04aDsfFmeQb5Cq0aVDNmkni6eq0EYvz56VEMxERkZXu37+PWbNmoVOnTtixYwcURQEAuLm5AZB11WPGjLHonBYnFjWSf7FNnDgxZd/PP/+MwYMHQ1EU1KpVy9JTEgltOlSqLtyKwulQLo1lZk35+kpVg6QkKZdGRERkobNnz2LkyJEICAjA6NGjce7cOaiqioIFC+Ktt95CaGgoDh8+DHd3dxyx8K6uxYnFSy+9BFVVsWjRopTMpk+fPggLCwMADBkyxNJTEolOnaSc5pkzwLlzKbuZWLiox4+BHTtkm4mFUBSusyAiomypUqUK5syZk1Ld1d/fH59++ikiIiLw+eefIyAgAHXq1EGZMmXw8OFDi85tcWIxePBgvPDCCynzsLQHAPTt2xd9+/a19JREwscHaNlStlNNh9ISi7175UYtuYjdu2W6j78/UK2a3tHYD22dBUvOEhGRlVRVRbVq1bBo0SKEhoZi/Pjx8Pb2NjlmzJgxeO+99yw6r7s1waxYsQK9evXCmjVrEBUVBV9fX3Tv3j3dgm4ii3XvDmzaJNOh3n4bgFxHFSgA3L0LhITwGtNlpC4zmzw6SuCIBRERZUvLli0xYcIEtH/CbIARI0ZYfG6LE4vLly8DkKpQTCTI5rp2BV5/HTh4ELhyBQgIgLs7EBQEbNki06GYWLgIlpnNWOrEQlWZdBERkUWaNWuGgwcPZphY7EpuVNysWTOrzm3xVKjAwECUK1cuw/fKli2L8uXLWxUIEQCgRAmgUSPZXrcuZbc2HWr3bh1iotwXGSmLkw0GKUVMRlWqSFPJ27eB5PLfRERE5nr//ffxwQcfZPheixYt0KpVK6vPbXFiASBd121NeHh4yiJuIqt16ybPGayz4AJuF6GNVtSvDxQurG8s9sbTE6hUSba5zoKIiKyQ0bV8fHx8pu+Zy6ypUDExMen6VkRERJh8sNZAw2CwKlchMureXdZXbN8O3LkDFCqEhg3lJu3ly/IoXVrvIClHcRpU1mrUkBGdf/4BOnbUOxoiIrJzO3fuxM6dO032pR21OHPmDAAgX758Vn+OWYnFF198YfLhqqoiMDAww2NLlChhdTBEAIBnngGqVpULpz/+APr3R8GCQO3a0iRv714mFk4tIQHYvFm2WWY2YzVqACtWcAE3ERGZZceOHemu5d9///10xymKgqefftrqzzF7eCF1WdnUr9OWnO2mTWMhyg5Oh3Jdhw9LCbBChWQqFKWnlZxlYkFERGbSrtcVRYGiKBley+fJkweTJ0+2+jPMGrEIDAxE8+bNAchQiqIoJqvFFUVBkSJF0LhxY7z++utWB0OUont34KOPgD//lF4G+fKhaVPgyy+ZWDg9bRpUmzaAu1UVsZ2fVhnq7FlpJJg3r77xEBGRXevWrVvKbKOXXnoJiqJg4cKFKe9r1/J16tTJ1uwjRbVwhYbBYICiKEhMTLT6Qx1VZGQkSpUqhYiICJQsWVLvcJybqgJlygAREVIdqksXREUBfn5SXfP2beCpp/QOknJEo0ZSbnjBAmDIEL2jsU+qChQtKj8Ix47JPEEiIgLA67UnCQwMhKIoCA0Ntfm5LV5pvX37dmzbts3mgRCZUJR006F8fWX5haoC+/frFhnlpFu3ZCoUALRrp28s9kxR2CiPiIisEhYWliNJBWBFgzxtSlRMTAzOnTuHR48epTvG2qYaRCa6dwe++Qb47TdZ0OvujuBg4MIFmQ7VoYPeAZLNbdkCJCXJ4n3eZcpazZrAjh0sOUtERE/0wQcfQFEUTJo0KdMeFqm99957Vn2OxYlFYmIiRo4ciQULFmQ4HUpRFCQkJFgVDJGJpk2lh8GtW5JJtGiB4GBg4UKus3BaLDNrPo5YEBGRmaZMmQKDwYBJkyZhypQpUBQly+OtTSwsngr19ddf4/vvv0dCQkKGq8mz01SDyIS7O/Dcc7KdPB1Kqwx16BAQG6tPWJRDDh8Gli2TbZaZfTItsfj7b5kfSERElIUnVXe1xXW8xSMWy5cvh6IoCAgIQGRkJBRFQe3atXH8+HGULFkS5cuXz1ZARCa6dwcWLwbWrAG++ALPPKOgWDHgxg1ZsxoUpHeAZDNffgnExUknxKZN9Y7G/lWtChgMwM2bSKlsQERElIHUFaBSb9uaxYnF+fPnAQAbNmxAjeQ7ZkeOHMHcuXPx1ltv4aeffrJthOTa2rUD8ueXdtvHj0OpUwfBwZJn7NnDxMLhhYfLhbGiyFoaQBKLkBBj5aMyZfSN0V7lywdUqCAlZ//+m4kFERFlatCgQRlu25rFU6G0xdqVKlVKmZ+VkJCAAQMG4MGDBxg/frxtIyTXli+fcb59mulQXGfhBAIDgXr1gLp1gfv3ZV9cnLyuV0/ep8xxnQUREWWTqqr4+eefMX36dPyTzd8nFicW3t7eACSZ8PLyAiCjF/uT638eO3YsWwERpaOVnV2zBoAxsdi7VwoIkQNbujTzJnju7vI+ZY6JBRERWWjy5MkoXbo0pk6dCgDo378/+vTpg7fffhv169fHnmzcubU4sfBLHm6/efMmKlasCADo3r072rZtCwAoXLiw1cEQZahzZ7nIPHUKuHgRtWvLQMatW8C5c3oHR9nSr580w8vIwYPyPmWuZk15ZmJBRGS9hATg//4PKFtWLjDKlQM++ODJdy937pQR9rx55Wu++8428Vy+LMVrChSQKcGjRsloviYsTKYQp3389ZdZp9+2bRuuXLmCBg0a4MaNG/jpp59SFm7Hx8fj008/tTp0ixOLmjVrQlVVHDlyBC+88ELK6nFVVaEoCnr37m11MEQZKlQIaNFCttesgYeHNGcGOB3KKaQtT22w+L8l16WNWJw5Y/pLh4iIzPfpp5IUzJol/59+9hnw+efSSyszoaFAx45SbOT4ceB//5MEYNWq7MWSmAh06gQ8eCAXOStXyjnfeiv9sVu2AFevGh+tWpn1ERcvXgQAVK9eHYcPH0ZSUhKeffZZvP/++wCAQ4cOWR2+xb/BZ8yYgePHj6NJkyYYPXo0RowYAR8fHxQtWhSvvPIKPvzwQ6uDIcpUmi7cXGfhRI4fl2d3d/lPvG5dWYhcvLi+cTmCUqWAp54C4uNlETcREVlu/36ga1e5oA8MBHr2lOIxR45k/jXffQeULi0VDStXBoYNA4YMAaZPNz1u4UJ5P29eoFIlYPbsrGPZtEkKmCxdCtSuDbRpA8yYAcybB8TEmB5bpIj8vtQeefKY9e3evn0bAODr64tz585BURT07dsX48aNAwDcuXPHrPNkxKqpUDVr1kSxYsXg5uaGb775Brdv38b169cxe/Zs5MuXz+pgiDKlJRb79wPXrjGxcCYrV8rz228DI0fKFKiwMHbeNoeicJ0FEVF2BQcDW7cCyZVP8fffcoHRsWPmX7N/vyQfqbVvL8lIfLy8njcPePdd4KOPZCTk44+BSZOkjH5W561WDfD3Nz1vbCxw9KjpsV26yE24Jk2AX381+9v18PAAAISFheFo8jnLli2b0vg6f/78Zp8rLYvLzWblypUrmDhxIpYsWWLL09qdhIQExGv/aCh3FC8Ot/r1YTh8GImrV6Pei8NRoICM/EVEsNKmwzp1Ch47dkB1c0PC0KHG/4wNBuM2ZclQrRrcdu1C4vHjSHrhBb3DISLSXULyFNt79+4hJtVdfk9PT3h6eqb/grffBqKjZUTBzU2mI330EdCnT+Yfcu0a4Otrus/XV6b33rwJlCgBTJ0qow09esj7ZcvKaMT33wOZlXzN6LyFCsloxLVr8rpgQWDmTEkoDAYp1/7CC5Kw9O+f1R8NAODpp5/GyZMnUadOHTx48AAGgwHVq1fHlStXAADFszFjwKLE4sCBAwgPD0fx4sXRrFkzuLm5AQAePnyIadOmYebMmXj8+LHTJxb79+/PVjZH1nmmYkVUOXwYNxcswIGAgJQmzSxE5rhqfPcdygK42qABDv/zD++6W6EMgFoAbm3bhv0bNugcDRGR/h4+fAgAqFKlisn+yZMnY8qUKem/4KefZOrR8uXSfPTECWDMGBk1yKrnQ3LbhRRa12pFkU6+ERHA0KHA8OHGYxISAB8f2e7QAdi9W7bLlAFOn874vNq5tf1FiwJvvml8r1494M4dWRtiRmLRr18/vP3227h37x4AoHPnzvD29sbPP/8MAKhbt+4Tz5EZsxKLmJgYPPvssziYqnpLmTJlsHHjRsTHx6Nz584IDw9PWcDt7IKCghAQEKB3GK6nXDlg6VIUP3kSHZs0wYSPfPD998Arr8jPEjmY6Gi4J1d9Kv7BB+jYvLnOATkmpWhRYPZsFLt2DR2zGrYnInIR2p33kJAQk+u1DEcrAGD8eOCdd4AXX5TX1atLA9dp0zJPLPz8jCMImuvXZb1gkSJA8joGzJsHNGxoelzyjXnMnw8k94dD8vQk+Pmlr5Z4546M4qcdyUitUSM5nxnGjx+PPHnyYNu2bShfvjwmT56c8t7QoUPx/PPPm3WejJiVWEybNg0HDhyAoigpVaDCw8Px0ksv4f79+wgLC0s5tmvXrlYH4yjc3d1T5qdRLqpeHahUCcrZs/DYvBlBQX3w5ZdS7Y1/HQ5o+XKpelG1Ktxbt874Dg09Wa1agKJAuXYNHnfucNE7Ebk89+T+SF5eXin917L08GH6ioRublmXmw0KAtavN923aZOMHnh4SBIQEABcupR56fSMblIHBck0rKtXZTqVdl5PTylukpnjx43Hm2H06NEYPXq0yb5hw4Zh2LBhZp8jI2YlFuuT/+AURUGtWrWgqir++ecf7N+/PyXRqFOnDmbOnIlmzZplKyCiLHXrBnzyCbB2LYK/kLmPf/8thRLM+b+D7ERSEvDtt7I9YgSTiuwoUAB4+mngwgWZStamjd4RERE5lueek4v50qVlKtTx47KGYcgQ4zETJwJXrgDadP9XX5XytGPHylSn/fuBBQuAFSuMXzNlipSg9faWaU+xsbK4+84d+bqMtGsHVKkCDBggJW9v3wbGjZPP0C50Fi+W5KV2bUmI1q8Hvv5ayuZa6Pr163j8+HG6/aVLl7b4XAAA1Qz58+dXDQaD+vvvv6fsW79+vaooimowGNSRI0eqiYmJ5pwqnZ07VbVzZ1UtUUJVAVVds8b0/aQkVZ08Wd7Pm1dVmzdX1VOnTI95/FhVR45U1SJFVDV/flV97jlVjYgwPeb2bVXt319Vvb3l0b+/qt65Y1msERERKgA1Iu3JKfccPCj/UAoWVNVHj9Ry5eTlxo16B0YW2bhR/uK8vVX13j29o3F8zz8vf54zZugdCRGR7iy+XouJUdXRo1W1dGm52CxXTlXffVdVY2ONxwwaJBehqe3Yoaq1a6tqnjyqGhioqnPmpD/3smWqWquWHFOokKo2a6aqq1dnHU94uKp26qSq+fKpauHCcpH7+LHx/UWLVLVyZbno9fJS1bp1VfXHH837XlVVffDggfrqq6+mXN+nfbi5uZl9rrTMSiy0BCIhISFlX3x8fMr+u3fvWh3Ahg3yd7dqVcaJxSefyJ/ZqlWqevKkqr7wgiQZMTHGY159VVUDAlR182ZVPXZMVVu2VNWaNVU1Vbjqs8+qarVqqrpvnzyqVZOExhJMLOxAYqL8ZQOq+vvv6sCBsjlpkt6BkUWee07+4kaN0jsS5/D++/LnOWiQ3pEQEemO12tZe/XVV1VFUTJ9GAwGq89tUVWo//77L2XqU2oxMTGIjo62avikQwd5ZDyaIn1H3n3XWKlr8WKZtrZ8uSzajY6WkacffzTOAFi6VPpGbdkipX/PnJEu5wcOGNfPzJsn09jOnQMqVjQ7XNKbwSBNbGbPlulQwZ2wZAn7WTiUsDDg999l+/XXdQ3FadSsKc+sqkVERE+gLXHw9PREtWrVUKBAAZsVX7IosQgMDEy3T1VVk/2KoqTUD86u0FBZcJ+6/4inJ9C8ObBvnyQWR4/KQvnUx/j7S2+Rffsksdi/Xyp7pV6U36iR7Nu3L/PEIjY2FrGxsSmvtbJcpLPu3SWxWLcOwaO/A+CGAwfk3wEXcTuAOXPkrkG7dszqbUVrknf6NH8QiIgoS3fv3oWiKNixYwcapq1YlU0Wdd5WZepUykNRFJNKUdp+W9GqeGXUf0R779o16RlSqFDWx2RUKKV48fSVwlKbNm0afHx8Uh5p6yGTTpo3l7/wGzdQ6fY+FCki1dqOH9c7MHqiR4+M5fBGjNA3FmdSpgzg5QXExRk7xxIREWUgKCgIAPDMM8/Y/NxmJxYZJQypEwlbJhRpZdR/5EkjNmmPeVKvkYxMnDgR0dHRKY+QkBDzg6ac4+EBdO4MAFDWrUWTJrKb06EcwMqVUuGiTBmgUye9o3EeBoNx1ILToYiIKAvTpk1Dnjx5MGrUKJOlDLZgVmKRlJRk9iMxMdFmwfn5yXNG/Ue0UQw/P7lJd+dO1sdERaU//40bWfca8fT0hLe3d8rDy8vLum+EbK9bN3leswbBTSSpZWJh51RVSvMBsrZCaxBEtqElFn//rW8cRERk13r37g03NzesWLECRYsWRalSpVCuXLmUR/ny5a0+t0VToXJb2bKSFGzebNwXFycN0Ro3ltd168oN7NTHXL0KnDplPCYoSBZ5HzpkPObgQdmnHUMOpn17IG9eIDQU7fzkDu2ePXLtSnbq4EHg2DH5exs6VO9onA9HLIiIyAxhYWF4lNzxOzExEf/99x/Cw8MRHh6OsLAwk8bXltI9sbh/HzhxQh6ALNg+cQK4fFmmKY0ZA3z8MbBmjSQLgwcD+fMDffvK8T4+co3y1lvA1q0yz75/f2nSrFWJqlwZePZZ6S1y4IA8hg+X2TRcO+qgChSQ5AJA1fNrkDevjEBduKBzXJQ5bbTixReBIkX0jcUZMbEgIiIzpV3OYKt10ronFkeOSOPA2rXl9dixsv3ee/J6wgRJLl5/XbqkX7kinc1Tz0r64guZGdO7N9CkiSQe69ebzrRYtkySjXbt5FGjhpSoJQeWPB3K/fe1aNBAdnE6lJ2KigJ+/lm2R47UNxZnVb26PF+5Aty6pW8sRERkt3JyWYOi5uSqaycTGRmJUqVKISIiAiVLltQ7HLp1SxbJJCZi+uuXMH52Wbz0EvDDD3oHRul8+CEwaZLUed6/X+9onFf58sClS8C2bUDLlnpHQ0SkC16v6Uf3EQsiqxUpAjRrBgDoFLcGAEcs7FJCAvDdd7LN0YqcxelQRERkhoSEBMyZMwddu3ZFcHAwAGDp0qVYsmQJbty4YfV5mViQY0ueDvXM6bVQFFljkVEFMNLRunUyPadYMaBnT72jcW7swE1ERE8QHx+Ptm3bYuTIkVi/fj32J88kWLZsGV566SUsX77c6nMzsSDHpq2zOLAHzStfB8BRC7ujLdp++WXA01PfWJwdS84SEdETzJw5Ezt37ky3WHvo0KFQVRV//vmn1ed2t+aL7t+/jw0bNiAsLAyPHz9O9/572spropxWurTUHD56FMOK/4YdIcOwZw/w/PN6B0YApJTbjh1SSeGVV/SOxvlpicXp0zIFzd2q/+KJiMiJLVu2DIqi4I033sDXX3+dsr9p06YAgPPnz1t9bot/6xw7dgwdOnTAzZs3Mz2GiQXlqm7dgKNH0SJ6LYBhHLGwJ99+K8/dugGlSukaiksoV05KMT94AFy8CFSqpHdERERkZy5evAgA+OCDD0wSiyLJpeCvpe1MbQGLp0KNGTMGN27cMKl5a8v6t0QW694dAOB/ejMK4h6OH5f+KKSz6GhjTecRI/SNxVUYDMays1xnQUREGTAY5PLfLXVfBhgTDvdsjHZb/JUnTpyAoiho3rw5nn/+eRQoUACKolgdAFG2VakCPPMMlAsXMLDon5h9szcOHgRat9Y7MBe3eLHcOa9SBWjRQu9oXEeNGtIF9O+/pbkPERFRKuXLl8epU6ewZMmSlH1RUVEYPXo0AKBChQpWn9vixKJgwYJ48OABVq1ahUKFCln9wUQ2oygyavHZZ+hXYC1m3+yNPXuYWOgqKck4DWrkSPk7otzBkrNERJSFHj164OTJkxg5cmTK4EBAQABUVYWiKOjRo4fV57Z4KlTP5HKRoaGhVn8okc0lV4eqG/UHPBDHdRZ627IFOH8e8PYGBgzQOxrXwsSCiIiyMG7cOFSuXNlkCUNSUhJUVUXVqlXx5ptvWn1uixOLtm3b4qmnnkK3bt0wa9YsbN26Fbt27TJ5EOW6hg2BEiXg+TgGrbAN+/dLURzSiTZaMXgwULCgrqG4HC2xuHwZuHtX11CIiMj+FChQAHv27MGIESPg7+8PNzc3BAQEYOTIkdi5cyfy5ctn9bkV1cIV1waDIcs1FYqiIMFJr+jYIt7OvfYa8N13WJTnZbwU9z2OHJFKtJTLwsKkOpGqAmfPAhUr6h2R6wkMBMLDgZ07U7rTExG5Cl6v6ceqBnmZVYRiZSjSVfJ0qK7KOihI4nQovcyZI0lF27ZMKvTC6VBERJSF48ePY9WqVVi9ejVOnDhhs/NavHh70KBBNvtwIptq2RLw8UGh6Cg0wgHs2dMYyQUOKLc8egTMny/bI0fqG4srq1kTWL+eiQUREZlYtWoVxo0bh8uXL5vsL1OmDGbMmIHuySX8rWVxYrFw4cJsfSBRjsmTB+jUCVi+HN2xBjP3NIaqsiBRrlq5Erh9GyhTRv4uSB/aiMXff+sbBxER2Y25c+fitddeAwCTGUaKoiAsLAw9e/bE999/j2HDhln9GVZNhdKEhobiwIEDrBBF9iN5OlQPrMG1ayouXdI3HJeiqsCsWbL92mtAmsY7lIu0xOLUKSAxUd9YiIhId6GhoSl9KrSyssWLF0fx4sVTkgxVVTFq1CiEh4db/TlWJRaHDx9GjRo18PTTT6NJkyZ4+umnUaNGDRw8eNDqQIhsokMHwNMT5fEvquI011nkpoMHgWPHAE9PYOhQvaNxbU8/DeTLBzx8CGbXREQ0d+5cxMbGAgDGjx+Pa9eumTy0ErOxsbGYO3eu1Z9jcWLx77//onXr1jh9+rTJgu1Tp06hTZs2Ke3AiXRRsKAsGgbQHWuYWOQmbbSiTx+gaFF9Y3F1bm5AtWqyzXUWREQub+fOnVAUBa+99ho+/fRTFCtWLOW94sWLY8aMGXjllVegqip27Nhh9edYnFh8/PHHuH//PlRVRZEiRVCzZk0UKVIEAPDw4UNMmzbN6mCIbCJ5OlQ3rGVikVuiooCff5ZtLtq2D1xnQUREycLCwgAAr7/+eqbHjEz+/Z2dJQ4WJxZbt26Foih45513cO3aNRw/fhxRUVF45513oKoqtm7danUwRDbRpQtUgwF1cQwPz4bjxg29A3IB8+cD8fHSqJDNQ+wDS84SEVGyu8kNUytUqJDpMdp7d7PRXNXixOLq1asAgIkTJ8IteXGmwWDAxIkTTd4n0k2xYlCCgwHIqMW+fTrH4+wSEqR3BcDRCntSs6Y8M7EgInJ5cXFxAAB398wLwnp4eJgcaw2LEwutzfelNAsCtdfZaQNOZDOppkPt3q1vKE5v3TrgyhWgWDGgVy+9oyFN9eryHBoKxMToGwsREekqKSkJAODm5pblA0C2ml1bnFhUS14Q2L17d8yaNQvr16/HrFmz0KNHDyiKgqpVq1odDJHNJDd4aYZdOLn9ps7BODlt0fbLL0tFKLIPhQsDJUvK9smT+sZCRER2IXXhpYwe2WVxg7zBgwdj3759CA8PT6mHqwWqKAoGDx6c7aCIsi0wELFVasEz5ARKnViPhw9fQv78egflhE6dAnbskCpEr7yidzSUVo0aQGSkTIdq0kTvaIiISEe2SByexOLEYtiwYdi0aRN+/fXXdO/16NEDw4cPt0lgRNmVp3d3YMoJPJe0FocOvYQWLfSOyAnNni3PXbsCpUrpGwulV7MmsGED11kQEbm43GpmbXFiAQA///wzfvnlF/z222+IioqCr68vunTpgl6cX012ROneDZgyGe2wCV9ve4AWLQroHZJziY4GliyRbS7atk8sOUtERADKlCmTK59jVWIBAL169WIiQfatenVEFy0Hn5uXEPfbX8AHz+sdkXNZvBh48ACoUgUcDrJTWmJx8iSQlAQYLF5WR0REZDazEovLly8DAEqXLp2ynZXSpUtnLyoiW1AUxHbsDiyZgQqn1yAx8XkkFzyg7EpKAr79VrZHjgQURd94KGMVKsiC+vv3gbAwoFw5vSMiIiInZlZiERgYCIPBgISEBAQGBkLJ4iJCURQkJCTYLECi7CgypBuwZAbaJ/yOk8fiUau+h94hOYetW4Hz5wEvL6B/f72jocy4uwNVqwLHjsk6CyYWRESUg8weF0+9kjynS1UR2YpbcBDu5CmOpxCN8MU79A7HeWglZgcPluSC7BfXWRARUS4xa8SiWbNmMCTPzW3WrFmWIxZEdsXNDWE1uqLQkXnI99caAG31jsjxhYUB69fL9uuv6xoKmUFLLFgZioiIcphZicWOHTsy3CZyBO49uwFH5qF66DqoibOguHEBa7bMmQOoKtC2LVCpkt7R0JPUrCnPTCyIiCiH2eQKS1VV3LzJ7sZkn8q/3Box8EKJpP9w9bfDeofj2B49AhYskO0RI/SNhcxTvbo8//uvLOImIiKXl5CQgDlz5qBr164IDg4GACxduhRLlizBjRs3rD6vxYnFli1b8N577+G3334DAPz000/w8fGBr68vGjZsiNu3b1sdDFFOyF/IEweLdAQA3P5hjc7ROLiffgJu3QJKlwY6d9Y7GjJHsWJAiRIyynTqlN7REBGRzuLj49G2bVuMHDkS69evx/79+wEAy5Ytw0svvYTly5dbfW6LE4tvv/0WH330EW7cuIG4uDi89tpruH//PlRVxZEjR/D+++9bHQxRTokK6gYAKLpnra5xODRVBb75RrZffx2s3etAuM6CiIiSzZw5Ezt37kxXcGno0KFQVRV//vmn1ee2OLH4J/kXU7NmzXD06FHcvXsXfn5+qFOnTraDIcophfp2RCzywO/uOeDMGb3DcUwHD0rZUk9PYOhQvaMhS3CdBRERJVu2bBkURcGoUaNM9jdt2hQAcP78eavPbXFicf36dQBAyZIlcSb5Au3tt9/G+uQqMREREVYHQ5RTGrTxxla0BgA8XMbpUFbRSsy++CJQtKi+sZBlWHKWiIiSXbx4EQDwwQcfmOwvUqQIAODatWtWn9vixCIuLg4AkJiYiDNnzkBRFFSsWBFFeaFBdqxYMeCAX3cAQNzPa/UNxhFFRQG//CLbI0fqGwtZLvVUKPYaIiJyaVoLCbc0U5q1hMPd3ayisRmf29Iv8PX1BQAMGTIEy5YtAwBUrFgRUVFRAIzZDpG9ud+qC5Kg4KkLh4HISL3DcSzz5wNxcUDDhkC9enpHQ5aqVAnw8ABiYoDLl/WOhoiIdFS+fHkAwJIlS1L2RUVFYfTo0QCAChUqWH1uixOLli1bQlVVrFq1ClFRUShXrhzKli2L06dPA5Akg8ge1Wzni31oLC/WrtU1FoeSkCC9KwCOVjgqDw+gShXZ5joLIiKX1qNHD6iqipEjR6Y0vQ4ICMCWLVugKAp69Ohh9bktTiymTZuGmjVrQlVVFCpUCN999x0AYP369XBzc0uphUtkb4KDgTWQ6VCJq9fqG4wjWbcOuHJF5pP16qV3NGQtrrMgIiIA48aNQ+XKlU2qQiUlJUFVVVStWhVvvvmm1ee2OLHw9/fH8ePHcevWLdy4cQOtW8uC2FmzZiE+Pp7lZslulSsH7C3aDQBg2LUDYM8V83z7rTwPHy4VocgxseQsEREBKFCgAPbs2YMRI0bA398fbm5uCAgIwMiRI7Fz507ky5fP6nNb3Xm7UKFCKcMnRI5AUYDSLcvjH1SHkpgI/P673iHZv9Onge3bAYMBePVVvaOh7GDJWSIiSlaoUCF88803iIiIQFxcHCIiIvD111+jUKFC2TqvWcu+hwwZAkVRsGDBAgwZMiTLY7XjiOxRcDCw5pfuqIGTwJo1wMCBeodk37TRim7dgFKldA2FskkbsbhwAXj4EMifX994iIhIF1FRUYiKioKPjw/KlCmTsj88PBzR0dHw9fVNKdZkKUVN23YvAwaDAQaDAQkJCTAYDE8cqUhMTLQqGHsXGRmJUqVKISIiAiVLltQ7HLLCsWPA0LrHcRx1oObLB+XmTV5gZSY6GggIAB48ALZtA1q21Dsiyi5fX+D6deDQIaB+fb2jISLKEbxey1q3bt2wfv16fPPNN3j99ddT9n/33XcYMWIEunTpgjVrrOv5ZfZUqNT5h6qqmT6I7FmNGsDFArUQhjJQHj0CNm3SOyT7tXixJBVVqgAtWugdDdkC11kQEbm8I0eOAAC6du1qsr9Lly5QVRWHDx+2+txmTYXavn17httEjsbdHQhqrGDN5u54E1/KdKhu3fQOy/4kJRmnQY0YIQtUyPHVrAls2cLEgojIhd24cQMA0q2n8PHxAQDcvHnT6nOblVg0b948w20iRxQcDKzd3E0Si/XrpU9DNrpMOqWtW4Hz5wEvL2DAAL2jIVthyVkiIpeXP39+xMTEYNeuXXj22WdT9u/evTvlfWtZXRWKyFEFBwN7EIxbhqLAnTvArl16h2R/Zs2S58GDJbkg55B6KhSnrhIRuaRq1apBVVUMHToUS5cuxYkTJ7B06VIMGzYMiqKgWrVqVp/brNu0bm5uZp9QURQkJCRYHRBRTmvYEFDc3LA2sQuG4geZDtWqld5h2Y+wMBnJAYBUi7rICVSuLKNzd+5I00MuaiQicjn9+vXD3r17ce3aNQwaNChlv6qqUBQF/fr1s/rcZo1YZLVYmwu4ydEUKADUqQOsRTfZsXYt796m9t138ufRpg1QqZLe0ZAteXoa/065zoKIyCW9/PLLaN26dYbX723atMHLL79s9bnNSixKly6NMmXKmPUoXbq01cFkJCEB+L//A8qWBfLlk+7JH3wga0s1qgpMmQL4+8sxLVpIX6/UYmOBN94AihaVC8suXYDISJuGSg4kOBjYjLaIdS8g/xCOHtU7JPvw6BEwf75sjxypbyyUM7jOgojIpRkMBmzYsAHTp09HcHAwnn76aQQHB2PmzJn4/fffs9UA26ypUGFhYVZ/QHZ9+qncQF28GKhaFThyBHjpJcDHBxg9Wo757DNg5kxg0SKgQgXgww+Btm2Bc+eM08PHjJHZHStXAkWKAG+9BXTuLNeTFsz0IicRHAx88UVe7CzQAe2if5XpUPXq6R2W/n76Cbh1CyhdWn5AyPnUqAEsX84RCyIiF+bh4YGxY8di7NixNj2v3S/e3r8f6NoV6NQJCAwEevYE2rWTBAOQ0YovvwTefRfo0QOoVk2SkIcP5XcnIH2+FiwAZsyQ2R21awNLlwInT0rlRXI9TZrI8+Lo7rKxdq1usdgNVQW++Ua2X3uNGbezqllTnp0hsThyRNZHab8QiIjIIjdu3MDly5fTPaxl1ojFkiVLLDrpwIEDrQomI8HBMmJx/ryMRvz9N7BnjyQTABAaCly7JsmGxtMTaN4c2LcPeOUVGZWIjzc9xt9fkpB9+4D27TP+7NjYWMTGxqa8vnfvns2+L9KXry/wzDPAHxc6IsnNHYaQEOM/Mld18KC0Jvf0BIYO1TsayinaVKhz54DHj4G8efWNJzuWLAG2bwd+/JEjjkREFvj0008xY8YM3Lp1K9172SnEZFZiMXjwYLPnWymKYtPE4u23ZcShUiW5gZqYCHz0EdCnj7x/7Zo8+/qafp2vLxAebjwmTx4gTR8Q+Poavz4j06ZNw/vvv2+bb4TsTnAwsPDCU/i3dCs8E7pJpkO9/bbeYelHa4j34otAsWL6xkI5p0QJmQ966xYQEiKVDBxJeDhw86Y0bVy5UvatXAkMGiSjbkWLAmXK6BsjEZEdW7hwISZOnAhFUWxedMnsqVB6VYX66SeZtrR8udxMXbwYmD5dnlNLm/eo6pObBT/pmIkTJyI6OjrlERISYt03QXYpOFief3NLng61Zo1+wegtKgr4+WfZ5qJt56Yopv0sHE1goIxO1K0LJHePxfXr8rpePXmfiIgy9cMPPwAA8uXLB0AGBQoXLgwAeOqpp1AmGzdnzBqxmDx5stUfkF3jxwPvvCM3UQGgenW5YTVtmtyg8vOT/deuyY04zfXrxlEMPz8gLk5Kt6cetbh+HWjcOPPP9vT0hKenZ8rrmJgYG31XZA+0xOLbiC54C6/JVKD//pN5cq5m/nz5IWnYkFNKXEHNmjKFyFESi2vXgHXrgFWrAIPBtCxgau7uUsWDiIgyderUKSiKgi1btqBx8oXwzZs3MXnyZMydOxd//vmn1ee2+8Ti4UP5PZKam5vx90rZspI4bN4si7IBuT7auVMqSgFyI8vDQ47p3Vv2Xb0KnDolFaXINT3zjMz4Cb3hj3tVG8Hr9AG5eHntNb1Dy10JCbKQCQBGjNA3FsodjlBy9vJlYPVqSSb27jXtNfP008DFi+m/5q+/gNatcy9GIiIHdP/+fQBA7dq1U5Y6JCUlYfz48Zg6dSrGjBljdXJhVmKRkdjYWOzbtw9RUVHw9fVF48aNTe7u28pzz8maitKlpdzs8eNSWnbIEHlfUaSU7Mcfy4XiM8/Idv78QN++coyPj6xFfestmVpcuDAwbpyMfrRpY/OQyUEoioxarFkDHC3dHS1OH5AXrpZY/Pab9PIoVgzo1UvvaCg3pE4szJk3mlvOn5dEYvXq9JWeGjQAnn8e6N4duHdP7hilHb14800ZeUwe3iciovS8vLwQHR0Ng8GA/Pnz4+HDhzh06BAKFiwIANizZ4/V57Yqsfjtt98wfPhw3Lx5M2Vf0aJF8f3336Nbt25WB5ORb74BJk0CXn9dpi75+0ulp/feMx4zYYL09Xr9dZnu1LAhsGmTsYcFAHzxhYyS9+4tx7ZuLSPmrKjp2po2lVxi5eNuaIG3ZXrI3bvAU0/pHVrumTVLnocPd+wKQWS+qlXlovzWrfTzSHOTqsp0LG1kInVnU4NBfkB79JBkolQp43uRkTJUXaqU3DWaNUu+9uRJoH9/WS/E/9yJiDJUvHhxREdH49atWyhfvjxOnjyJVq1awZA8RahAgQJWn1tRLVxtffz4cTRq1AgJCQnpFmp7eHhg3759qFu3rtUB2bPIyEiUKlUKERERKFmypN7hkA0cPiw3QgsXBm76VYUSEiLVAvr10zu03HH6tNRdNhiAsDDTizdyblWqAGfOyPShzGpu54SkJPnB00Ym/v3X+J67u9z1ef55aWBUvHjm54mNlXJ/iiIJytat0vAoLg4YO1YaFxGRS+L1WtZ69eqFVatWYcOGDdi/fz+mTp2aUiFKURQMGjQoZYG3pSxukPfpp58iPj4eqqqiZs2a6Nq1K2omN1xKSEjA559/blUgRHqoVUumzd2+DdwMdsHqUFqJ2a5dmVS4mtxcZ5GYCOzYAYwaJfNaGzUCPv9ckoq8eYFu3aQnxfXrkugMH551UgFIvxVtCpeiyLxWbeH2zJnGkTgiIjLx/vvvY82aNahYsSLefvttdOrUKSWpaN++PaZPn271uS2eCrV7924oioJvvvkGr7/+esr+2bNnY+TIkdi9e7fVwRDlNg8PucbZtg3YXaQbeuAj4I8/gBYtpK6xM1dIio6WizmAJWZdUY0aUs87pypDxcXJD9aqVVIUQSsNCwAFCwKdO8vIxLPPymtb6NNHRt7+9z9g9GhJYrp0sc25iYicRJUqVVClSpWU1+vXr0d0dDTc3d2zNQ0KsGLEQltXMWjQIJP92uvU6y6IHIFWdnZtRF25a//4sZQV+/FHfQPLaUuWAA8eAJUrAy1b6h0N5bbkkWabJhYPH8qI34ABMuLQoYOUMr5xQ+YbvvQSsH69vF6xAujZ03ZJheadd4Bhw2TKVZ8+6ReBExERACA6Ohp//PEHFi5ciD179ljdbTs1i0csChYsiLt37+Lo0aNo1qxZyv6jR4+mvE/kSIKDgdIIx91tN4GmjeUuLuDc3XyTkoxTRUaOtJ+qQJR7tKlQZ87I6EKePNadJyZGRvlWrQL+/FOSC42fnyy8fv55oFkzGSLMaYoCzJ4NREQAGzfKyMiBA2ycR0SUyvTp0zFlyhQ8evQoZV++fPkwZcoUjBs3zurzWpxY1KlTB1u3bkX37t3x0ksvoUyZMggPD8eiRYugKApqa80kiBxEo0ZAOAKB/wD8lOoNrZuvxsZd5XW1dauU9vTykrvL5HpKlpTqZ3fvSnKhjWCY4+ZNKVO8erU0CIqLM75XpowkEj16AEFB6RsR5QYPD6kM1bSpjMh07Ci9MFJ3SCUiclFz5szBhAkTUhZsax4+fIi3334bXl5eeOWVV6w6t8WJxauvvoqtW7fi7t27+OKLL1L2a4s+Xn31VasCIdKLlxfwf4FLMTlsMDyQwTCgmxuweHHuB5aTtNGKQYNM6zKT61AUSSZ27pSL7yclFv/9J9OcVq+Wr0lMNL5XsaIkE88/L51K7WEEzNtbRlIaNZLEqUcPWRieA/2WiIgcyZdffglArt2DgoJSBgn2798PVVUxc+ZMqxMLi28lPf/88xg7dixUVTV5AMCYMWPQs2dPqwIh0tO9Lv3QEAczfjMxUaZ5nDmTu0HllLAw4PffZZudtl2bNh3q3XczXosQGiplWxs3BgICZNrctm3yM1GrFjB1qpQsPntWOpnWqWMfSYWmZElgwwZJnnfskLUXzjTySERkhfDwcCiKgkWLFmHv3r1Yvnw59u7di4ULFwIALl++bPW5rWqQN336dLz44otYt25dSuftLl26oH79+lYHQqSn4GBg99fJL7Ruvlp9fEWRO7Xr1gGDBwNTpjh2adbvvpPvr00boFIlvaMhPWmJRUSEFCuoV08SaK3HxPHjpscHBcmd/x49gHLlcj9ea9SoAfzyi/S4WLoUKFsW+OADvaMiItJN6dKl8e+//6YbDOjZsydeeuklBGZjTZpViQUA1KtXD/WcuRQnuZQmTYDrKI6r8EOxmqXg/spQYMECueBatkymDq1ZA/zwg7weORKYOBEoUkTv0C3z6JFU6QFYYtaVhYfLOonUC7bnz5d1E2Fhxn0GA9C8uUxx6tZNRi0cUfv2klAPHy6jLGXLSoUqIiIXNGLECIwdOxY7d+5Ehw4dUvbv3LkTAPDmm29afW6zOm+fOXMG8+bNQ758+TB16tSUlt+axMRETJo0CY8fP8bLL7+MSk56F5SdHJ1b+fJA5KVYrP8rD9q1Tx6tiIszzsk+cEBKWSb/4MHbGxg/HhgzxvYlM3PKokVyQVW6NHDpkqwfIddjznSl+fOlcWLRojkfT255913g44+lw/eff8qoHRE5HV6vZe3999/H7Nmzce/ePfTo0SNljcXq1atRtGhRDBs2zOT49957z/yTq2Z46623VIPBoI4bNy7TY8aOHfvEYxxdRESECkCNiIjQOxTKAQMHqiqgqpMmZXFQUpKq/vWXqtaqJQcDqurrq6qzZqlqbGyuxWqVpCRVrVtXYp42Te9oSE9Ll6qqu7vx33Dqh7u7vO+MkpJUtW9f+T69vVX1n3/0joiIcgCv17KmKIpqMBhSnrVH2tfawxJmLd7esmULAKBfv36ZHjNgwACoqppyLJGj0Rrl7dmTxUGKItMqjh6VBl/lywNRUTKtqHJlYPlyWb9gjw4dkrg9PYGhQ/WOhvTUrx9wMJNiBQcPyvvOSFFkOmOzZtJ/o1MnqXZFRORi1OQJS2qaQkxqBsWZLGHWGovIyEgAMGn/nVblypUBABERERYHQWQPtMRi715Zx1qqlJTBz3C2kMEAvPiizD2fP18Wg166JBdkn30m0y06dLCvCjlaidkXXwSKFdM3FrIfWrEC7dnZeXrKeqnGjYFz5yS52LWLZZeJyGVo1Z9ygllrLPLmzYv4+HjcvXsXXpn853vv3j34+PjA09PTpIufM+GcPee2ahXQu7fptVXJksBXX0kRnCw9eCAHfvqp3AkF5K7oJ59IJR29RUXJuoq4OBm5YAU3ioyUfwelSskIllas4PBh+Yfv7EJDpcfF9etyE+C332TtBRE5PF6v6cesqVDFku9ubty4MdNjtPeKOtNCP3IZq1cDvXqlv2F75QrQs6e8n6UCBYD//U9GLcaPl7uiu3bJXdFu3aTWv57mz5ekokEDJhUkSpaUClAHDwKvvCLPYWGukVQAUhlq/XogXz5ZyD1yJHtcEBFlk1mJRf369aGqKkaPHo3Dhw+ne//IkSMYM2YMFEVhLwtyOImJwOjRGV9TaPvGjDFtNJypIkVkKtTFi9KMy2CQ/hfVq0sPjPBwG0ZupoQEKbUJsMQsmfL0NE7XUxTX60rdoIGsi1IU4Pvvgc8/1zsiItJDYKD8P5D2kVUT2Z07gbp1gbx5pa+P9ns2uy5fBp57Tm5YFi0KjBolNwY1YWEZx/rXX1meNioqCseOHUNISEjKvri4OEyYMAGlS5dGgQIF0LBhQ/z555/Zi9+cFd6rVq1KWSnu5uamtmnTRh09erQ6ZswYtW3btqqbm1vK+6tWrbJo9bgjYZUB57R9e8bFcdI+tm+34uRnzqjq888bT5Inj6qOGaOq16/b+LvIwqpV8tnFiqnqo0e597lEjuLLL40/oytX6h0NEWWTxddr16+r6tWrxsfmzVn/4r90SVXz51fV0aNVNSREVefNU1UPD1X99dfsBZ6QoKrVqqlqy5aqeuyYxOHvr6ojRxqPCQ2V2LZsMY35CZUpX3vtNdVgMKh9+vRJ2ffWW2+piqKYPNzd3dU9e/ZY/S2YlVioqqq2bt065UPTlqHS9rdt29bqQBwBEwvntHy5eYnF8uXZ+JBDh1S1VSvjyby8VPX991U1JsZm30emWraUz5w4Mec/i8hRjR4tPyeenqq6e7fe0RBRNmT7em30aFUtX15KVGdkwgRVrVTJdN8rr6hqo0am+374QY7z9FTVihVV9dtvs/7cDRtU1WBQ1StXjPtWrJCvj46W11picfy4Bd+QqjZp0kQ1GAzq6tWrVVVV1UePHqleXl4m1/Hao0ePHhadOzWzV6qtXr0avXr1wubNmzMsP9W+fXv89NNP2Rs+cRAJCQmIj4/XOwyyET8/mWZtznFW/7XXqgX8+SeUrVvh9u67UI4fByZPhjprFpImTkTS8OE5Mw3l9Gl4bN8O1WBAwtCh2fgGiJzcJ5/ALTQUht9+g9q1KxJ27QIqVNA7KiKyQkJCAgApLBSjFVQB4OnpCc8n/a6NiwOWLgXGjs28suP+/UC7dqb72reXIhjx8YCHBzBvHjB5slRkrF0bOH4cGD5cpjgNGpT5eatVA/z9Tc8bGyvl4lu2NO7v0gV4/Bh45hngzTdlQWgWwpOnYteqVQsAcODAAdy/fx+KoqBatWr466+/sHDhQkyaNAkHMytHbgazEwtvb29s3LgRW7Zswbp16xAaGgpVVVG+fHl07doVrVu3tjoIR7N//37kz59f7zDIhlasePIxMTHAhg02+LBJk+C/fz8qL1uGgv/9B7exY/H4k09wtk8fRDZrZtNu2DW+/x5lAVxt0ACHT50CTp2y2bmJnI1bv35ocuYMCl24gLjWrbHrs88Q5+Ojd1hEZKGHDx8CSN8mYfLkyZgyZUrWX7x2LXD3rqyLzMy1a4Cvr+k+X19Z03jzJlCiBDB1KjBjhrGsZNmyQEiIrOfKLLHI6LyFCgF58sh7AFCwIDBzJtCkiazj/O034IUXgMWLgf79Mw35zp07AJBSJSt18jBs2DD4+/tjxIgRmDRpEm7cuJH59/4EZpWbJaGVLwsNDUVAQIDe4ZANrV8PDBgg22l/IhRF+lo895yNPzQ+HsrixXCbOhXK1avy2dWqIXHqVKgdO2a/B0Z0NNwDA6E8eICEjRuhpr7TQUQZi4qCe7NmUEJDkdSwIRI3bTJvSJOI7MaVK1dQtmxZhISEmFyvmTVi0b69XMivX5/5MRUqAC+9BEycaNy3d680xLp6VW4QFi8u/3cYUtVJSkgAfHykBHyHDsDu3bK/TBmpHvnyy1LkJW0V1jx5gCVLpA9VRt54QxaT//NPpiHny5cPcXFxuHr1KooXL44uXbrg999/h6IoOHr0KGrVqoX4+Hh4enrCy8sL0dHRWf85ZYJFu63g7u4ODw8PvcMgG9JuKIweLeX9NYoiP8tP7GNhDQ8P4LXX5M7FN98An3wC5dQpuHfvLnciPvnE2LXPGitWSH+NypXh3ratfTXrI7JXJUvK0GTjxjAcPAjDkCHAzz+bXhwQkV1zT+5J4+XlBW9vb/O/MDwc2LLlyTXm/fyMIwia69elF06RIsDt27Jv3jygYUPT47RZCfPnA1rfN+2a0s9PSn+ndueOTK9KO5KRWqNGcr4slCpVCv/++y/+97//oXXr1ti0aRMAoHDhwqhZsyYA43SpYtloosv/KYmS9eghVdy2bweWLZO+Yapq/P8hx+TPD7z9tvTAePttKV23d6+0/X7uOeDkScvPmZRk7LQ9YgSTCiJLVKok0yHy5JHOmRMm6B0REeWGhQtlpKFTp6yPCwoCNm823bdpE1CvniQJvr5AQID8Xn/6adNH2bJyfECAcV+ZMsbznjolox6pz+vpKaVtM3P8uEy/ykKHDh2gqioWLlyI/v37Iy4uDoqioEuXLlCSrxF27NgBAChfvnzW339WrF727YJYFcq1zJ4thReeflpVExNz8YMjI6W6hJubBKAoqjpggJS3M9emTcbqU7lReYrIGS1bZqzkNmuW3tEQkZmsul5LTFTV0qVV9e2307/3zjvye1ijlZt9800pN7tgQfpys/PmqWq+fFLO+tw5Vf3nH6kSNWNG5jFo5WZbt5Zys1u2qGrJkqblZhctkv+bQkJU9exZVf38c/nsmTOz/PauX7+uBgYGmlR/KlasmHolVQWq4OBgVVEU9cMPP3zSn1amOGJBlImBA4GnnpJedzZZtG2ugABptBMSAvTuLZc1P/4IVKwoc7WuX3/yOb79Vp4HDQK8vHI2XiJn1bcv8NFHsj1qVNZzronIsW3ZIs3phgxJ/97Vq/KepmxZuTDYsUOqPk6dCnz9NfD888Zjhg2T6UmLFkmT3ObNZVsbsciImxvwxx8yc6FJE7kG6NYNmD7d9LgPP5TRkfr1gZUrgR9+kMpQWShWrBhOnDiB6dOn4+WXX8aHH36IkydPwj+5AlVMTAxatmyJd999F717987yXFnh4m0LaIu3IyIiUlbVk3ObMEGa8bZpk37UM9ccPSoLxLQAChQA3npLHhnNHQ0LA8qXl+lQZ87ItA4iso6qyoLK+fNl2uLOnfILnYjsFq/X9MMRC6IsjBghaza3bJGCDbqoW1fmWG7ZIncnHjwAPvhAkocvv5T61pojR+SuSFIS0Lo1kwqi7FIUYPZsqVn/8CHQubMk70RElI7FicXq1asxduxY/PLLLyb7f/75Z4wdOxarn7SSnsiBlCkDdO8u2199pW8saN1aqkX8+qtMi7p5U4Y+K1SQ+tWJiTIcqg3Xjhypb7xEzsLDA/jlF6BGDSkT2bGj1LknIiITFicWn332Gb766isULlzYZH/x4sXx5ZdfYnraeWBEDm70aHn+8Ufg1i19Y4GiyBzOU6ekjF1AgCQSgwdL981Fi+Q4g0E6dx49KuXziCh7vL1l7nNAgEwx7NFDOvQSEVEKixOLCxcuAAAaNGhgsr9uchmsc+fO2SAsIvsRHAzUrg08fizX8nbB3V0WhiX/PAIAQkONNbGTkqR2dr16QGCgLiESOZ2SJSW5KFhQ6lIPG5a+oyYRkQuzOLG4f/8+AOCRdgGTTHv94MEDG4RFZD8UxThq8e230qfGbuTLByxdKolGRtzd5X0iso2aNWU6opubDGNOmaJ3REREdsPixKJ48eIAgFla861k3yaXt9TeJ3ImL74oPXMiI4E1a/SOJo1+/dJ36tQcPCjvE5HttG8PzJkj2x98YJyCSETk4ixOLIKDg6GqKj766CO0bt0aY8aMQZs2bfDhhx9CURQEBwfnRJxEuvL0BF59VbZ1X8SdFYPB9JmIcsbw4VIGWtveskXfeIiILBQSEoIvvvgC7777LgDg8uXLuHz5MhISEqw+p8V9LA4ePIgmTZog7Zepqgo3Nzfs27cP9evXtzoge8a6yK7t2jWgdGmZCnX4sJ2Vso+MlFK0pUoBQ4cCCxYAERESKP+tEuWMpCSgf39gxQpZ3L1njzTCIiJd8Xrtyd599118+umnKdfziYmJqFmzJk6dOoXFixejf//+Vp3X4tuaDRs2xJw5c+Dp6QlVVVMeefPmxZw5c5w2qSDy85MpUYAdjlqULCm19Q8eBF55RZ7DwphUEOUkgwFYuBBo2hSIiQE6dQL++0/vqIiIsvTrr79i2rRpSEpKMhkoeOWVV6CqKn7//Xerz2115+2rV6/izz//xLVr1+Dn54cOHTqgRIkSVgfiCJgB09GjMlLh4SFVXJ38nzwRmeP2baBxY+DcOSkht2uXVI4iIl3wei1rzZs3x549exAcHIzdu3dDURQkJiYiNDQU5cuXR4UKFXD27Fmrzm11YuGK+A+VACk/u3cvMGmSrNskIsKlS0CjRsCNG9JAb926zKu1EVGO4vVa1nx8fHD//n2Eh4ejdOnSKYlFQkIC8uTJAy8vL0RHR1t1brP+11uyZAkAYODAgSnbWRk4cKBVwRA5gtGjJbH47jvgf/8D8ubVOyIi0l25csD69UDLlsCGDcAbbwCzZ0u9aiIiOxIbGwsA8PX1Ndl/8+ZNAEB8Nurqm5VYDB48GAaDAQMHDsTgwYOhZPEfpaIoTCzIqXXvLmukIyKAlSul6TURERo2BJYtA55/Xu48lCsHjB+vd1RERCYCAgIQFhaGPXv2mOyfMWMGAKBUqVJWn9vsxdupZ0ylXrSd0YPImbm7AyNGyPZXX7HxLhGl0r07MHOmbE+YAPz8s77xEBGl0aZNG6iqip49e6bsq1q1KmbOnAlFUdCuXTurz23WiMV7772XMkqRepvIVQ0fDrz/PnDiBLB7N9Csmd4REZHdGDMGCA0Fvv4aGDgQCAgAmjTROyoiIgDAxIkTsXLlSty9ezflmv7s2bNQVRU+Pj6YMGGC1efm4m0LcDEQpfbKK8DcuUCPHsCqVXpHQ0R2JTFRpkStWwcULgwcOAA884zeURG5BF6vPdnhw4cxZMgQnD59OmVftWrV8MMPP6BeNhp1WZxYtGrVCoqiYOvWrene++CDD6AoCiZNmmR1QPaM/1AptZAQoGpVKWX/779AYKDeERGRXXnwQBZzHz4MlC8P7N8PFCumd1RETo/Xa+b7999/ERUVBV9fX5QvXz7b57M4sTAYDCllqSx5zxnwHyql1a4dsHkzMG4c8PnnekdDRHYnKkrK0IaFAUFBwNatQL58ekdF5NR4vWa5a9euITIyEjVq1ECePHmsPo/Fnbczc/fuXVudishhjB4tz/PmAffv6xsLEdkhX18pP/vUUzJiMWAAkJSkd1RE5MJWrFiBgQMHYvHixQCAL774AiVLlkTDhg1RoUIFhIeHW31usxKLxYsXo1WrVmjVqlXKPu219qhbty4AabpB5Co6dJBp09HRgBktXojIFVWuDKxdC3h4yIKst98GjhwBWrWSZyKiXPTjjz9i2bJl8PDwwMOHD/F///d/SEpKgqqqiIiIwAfZ6P5rVlWosLAw7NixI2XluKqq2LlzZ7rjFEVB7dq1rQ6GyNEYDNIHa9QoKQDz6quyj4jIRPPmwMKFQP/+wPTpsu5i507gxx+BbCyUJCKylLZgu3Hjxjh8+DAePXqESpUqoXz58vjjjz8yXEdtLosugVRVhaIoUBQlw/4V1apVw5dffml1MESOaPBgwNsbOHcO2LRJ72iIyG4FBwOvvSbb2s25lSuBY8eAo0eBbEw/ICIyl9Zh29/fH2fPngUAjBo1CosWLQIg6y2sZdaIxZgxYzB48GCoqopy5cpBURSEhoamvK8oCooUKYICBQpYHQiRo/LyAoYMAb78UhrmPfus3hERkV3KqHTcjRtA8lRiAOy4SUQ5Tiuy9ODBA5w+fRqKouDpp59GwYIFAQBubm5Wn9usEQsfHx+UKVMGgYGBGDhwIAYOHIgyZcqkPEqXLp2jScWVKzJ6XKQIkD8/UKuW3NzRqCowZQrg7y/FNlq0AFKV5QUAxMbKlJWiRYECBYAuXYDIyBwLmVzMG28AigL89ReQnPwTEZlauhRwT3M/T0sk3N3lfSKiHBYQEAAAeO6557AkeYFolSpVUkYqihYtavW5LZ4NvmjRIixcuNBk36FDh/Drr78iKirK6kAyc+eONCz18AD+/FN6B8yYIQU2NJ99BsycCcyaJdNW/fyAtm2Be/eMx4wZA6xZI6POe/ZIBZ/OnaWHEVF2lSsHPPecbH/zjb6xEJGd6tcPOHgw4/cOHpT3iYhy2LPPPgtVVbF//37ExMSgRo0a8Pf3x/HjxwEAVatWtfrcFicW3377LZo1a4avvvoKADBu3DgEBQXhhRdeQKVKlXDy5Emrg8nIp58CpUrJmrcGDWQkuXVr6TUEyM2eL78E3n1XOiBXqwYsXgw8fAgsXy7HREcDCxZIQtKmDVC7ttwYOnkS2LLFpuGSCxszRp4XLwZYfZmIspRcDIWIKLdNmzYNXbt2RcGCBVGrVq2UtRWHDx9G+fLl0aFDB6vPbXFisWbNGuzduxelS5dGdHQ0vvnmm5TF29HR0fjwww+tDiYjv/0mBTN69QKKF5ekYN484/uhocC1a9KoTOPpKQU49u2T10ePAvHxpsf4+0sSoh1DlF0tWgA1akiz3QUL9I6GiOxS8eIyrF6vHlCliuwrWFD2ExHlAm9vb6xZswbR0dE4duwYatasCQD46KOPcOHCBbzxxhtWn9vixEJbPV6vXj0cOnQI8fHxaNiwIYYPHw4A2Lt3r9XBZOTSJWDOHOkVsHGjlPMcNcrYM0BbuO7ra/p1vr7G965dA/LkAQoVyvyYjMTGxiImJiblcS/13CqiNBRF/m0CMh0qIUHfeIjIDpUsKV24Dx4Exo+XfQEB8iAicnAWJxa3bt0CAPj5+eHcuXNQFAXDhw/H9OnTAQDXr1+3aYBJSUCdOsDHH8toxSuvAMOHS7KRWtpRZVV98kjzk46ZNm0afHx8Uh5VtLtLRJno21eKDISHy2gbEVE6np7yy6dbN7nrde4ccOqU3lERkQvZu3cvevXqhapVq6JcuXImj/LaegMrWJxYaE3ybt68mbKeoly5cnBPrnSRN29eq4PJSIkSxtFiTeXKwOXLsu3nJ89pRx6uXzeOYvj5AXFxshA8s2MyMnHiRERHR6c8QkJCrP9GyCXkyyfJLyClZ4mIMvXUU4A2l3nlSl1DISLXsXv3brRs2RKrV6/GmTNnEBYWhvDwcISFhaU8rGVxYhGYXIe7adOmKSWqqlWrhv/++w9A9kpUZaRJE7mZk9r580CZMrJdtqwkDps3G9+Pi5PeQ40by+u6daWqVOpjrl6VG0TaMRnx9PSEt7d3ysPLy8s23xQ5tddfl8qRu3YBJ07oHQ0R2bUXX5TnlSvZw4KIcsX06dORkJAANfn/HK3xtS1YnFh069YNqqri0qVLiI2NRXBwMIoWLYqDySX0tAUgtvLmm8CBAzIV6uJFqfQ0dy4wYoS8ryhSjefjj6Wc7KlT0gk5f36ZlgIAPj7A0KHAW28BW7cCx49LX4zq1aVKFJEtBQQAPXvKNkctiChLzz0nv7AuXQKOHNE7GiJyAYcOHYKiKJiTal3BP//8g06dOqFixYopZWetYXFi8cEHH2D06NGoXr06unXrhqXJDX2uXLmC1q1bo1evXlYHk5H69SVhWLFCqjhNnSrlZVOX+54wQZKL11+XQhtXrgCbNklHZM0XX8h01t69ZRQkf35g/XogG80FiTI1erQ8L18uU+6IiDJUoICxCc5PP+kbCxG5BG29dF/tDjxk9tHcuXNx7tw5fPvtt1afW1FtNfbhAiIjI1GqVClERESgZMmSeodDdq5hQ+DQIeCDD4BJk/SOhojs1tq1QPfuUjEqPBwwWHzPj4hS4fVa1ry9vfHgwQPExcWhYMGCiIuLQ2hoKPLlywdfX18ULVrU6mJM/N+LKIdoDfNmz5Z1P0REGXr2WcDbG4iMZHMlIspxhQsXBgDcuXMHAcmlrjt37oz27dsDAOKycdFiVWLx008/oX79+ihQoADc3NxMHlp1KCJX17OnNGK8dg345Re9oyEiu5U3r4xYAKwORUQ5rnLlygCAixcvokWLFlBVFadPn8bff/8NRVHQoEEDq89tcWKxbt069OnTB8eOHcOjR49Sum6nfhCRVCJ7/XXZ/vJLFnwhoixo1aF++YXdNYkoR73yyisYNWoUkpKSMGnSJPj5+aVcw/v6+mLmzJlWn9viNRbt2rXDli1b5IuTe1qkPoWiKEhMTLQ6IHvGOXtkqRs3gFKlgNhYYO/erMsbE5ELi4+Xxk23bkltdJYsJLIar9csc//+fWzbtg3u7u5o0qQJfHx8rD6XxSMWx48fh6IoWL9+fUpCERMTg6FDh6JixYqIjIy0OhgiZ1OsmLGCGUvPElGmPDyA55+XbU6HIqJcVLBgQXTp0gUdO3bMVlIBWDFi4eHhgaSkJNy/fx8FChSAoihISEjAnTt3ULRoUfTq1Qs/OWnJPGbAZI1//gFq1pTSxqGhMoJBRJTO9u1Aq1bSkTsqCsiTR++IiBwSr9ee7PLly1i5ciXCwsLw+PFjk/cURcGCBQusOq/FK60LFCiAe/fuwcPDA/ny5cPjx49x9uxZ5M+fHwCwadMmqwIhclY1agAtWgA7dkiFqGnT9I6IiOxSs2aAn59UfNi0CejcWe+IiMgJbdmyBc8991yW1Z+sTSwsngpVtGhRAFKiqkyZMgCA1q1bIzg4GADgxo5zROloDfPmzgUePtQ3FiKyU25u0sUV4HQoIsox77zzDmJjYzMswJTdIkwWj1hUrVoVoaGhOH36NJ599lmcPXsWUVFRAGTopHnz5tkKiMgZPfccULasTIVatgwYPlzviIjILr34IvD118C6dXIXInk2ABGRrZw5cwaKoqBPnz7o06dPytIGW7B4jcXu3btx7NgxtGzZEgEBAWjVqhVOnjwJQNqB//777yhdurRNgrM3nLNH2fHFF8DYsUDVqsDJk4CNfoaJyJmoqtyFCA+X0rM9e+odEZHD4fVa1sqVK4fw8HDcvXsXXl5eNj23xVOhmjZtitGjR6NGjRooUqQITpw4gRMnTuDUqVM4ceKE0yYVRNk1ZAhQsCBw+jSwdave0RCRXVIU4IUXZNtJC6EQkb5efvllAMDhw4dtfu5st8lWFAU1atSwRSxETs3HBxg8GJg1S0rPskw9EWXoxReBzz4Dfv8duHcPsPEdRSJyPUuWLEnZ9vX1ha+vL3r06IFhw4ahcuXK8PDwMDl+4MCBVn2OWVOhhgwZYv4Js1Giyt5xaI2y6/x5oGJFuSl5/jzw9NN6R0REdkdVgUqV5D+JpUuNzXCIyCy8XkvPYDCkW0ehqmqGayu0VhLWMGvEYtGiRRYt6nDWxIIouypUADp2BDZsAL75hk3ziCgDiiKjFh98INWhmFgQkQ1kNJaQ3SpQaZk9FcrcD7bVqnIiZzV6tCQWCxcCU6cC3t56R0REdueFFySx2LgRuH0bKFxY74iIyIFNnjw5Vz7HrMRi+/btOR0Hkcto2xaoXBk4c0aSC63HBRFRiipVpLvmP/8Aa9YAQ4fqHREROTC7SizYm4LIdhQFGDUKeO01mQ41cqT0xSIiMvHii5JYrFzJxIKIbGLfvn04cOAAACAoKAhBQUE2Pb/F5WazcvnyZVy+fNmWpyRySgMGAIUKAf/+K9OiiIjS0crObtsGJDeiJSKyhqqq6Nu3L5o2bYrx48dj/PjxCA4ORt++fW26zsKsxKJQoUIoUqSIyb4hQ4ZgaJo7KIGBgShXrpzNgiNyVgUKGLtvcwE3EWWoXDmgfn0gKQn49Ve9oyEiBzZ37lysXLkSgCQZ2uOnn37Cd999Z7PPMSuxiI6Oxt27d032LVq0CIsWLUp3rK1XlxM5qxEjZArU1q3SiZuIKJ0XX5Tn5AsCIiJrLF68GIBcp1erVg1Vq1ZNeZ26x0V22XQqFBGZr3RpoHt32f76a31jISI71bu3PO/ZA0RE6BsLETms06dPp/Sa++eff3Dy5EnMnTsXABASEmKzz2FiQaQjrSLU0qXAzZv6xkJEdqhkSaBpU9n++Wd9YyEih3Xv3j0AQL9UfXEGDBgAALh//77NPoeJBZGOmjQB6tQBHj8G5s3TOxoiskucDkVENpInT56UbU9PT5uf3+wGeYAs2DZnHxGZR1Fk1GLQIODbb4Fx4wAPD72jIiK70rMn8MYbwJEjUkqufHm9IyIiB5XZdXvq/dqUKWsoqhmrrQ0Gg1kdtVVVhaIoSExMtCoYexcZGYlSpUohIiICJUuW1DscchKxsUCZMlJNcuVKY4VJIqIU7doBmzcDH30E/O9/ekdDZNd4vZaeudfyGmuv5c2eCpW6NFVmDyKynKenNMsDWHqWiDLB6VBElE3mXMtn93rerKlQudUGnMhVvfoq8PHHwP79wKFDQIMGekdERHale3f5j+LkSeD0aSC5VCQRkTly61rerKlQJDi0Rjlp0CBgyRKgb19g2TK9oyEiu9OlC7B+PTBpEvDBB3pHQ2S3eL2mH1aFIrITWunZn38G/vtP31iIyA6lng7Fe4JEZIeYWBDZiTp1gOBgICEBmDNH72iIyO506QLkywdcuAAcP653NERE6TCxILIj2qjF999LbwsiohQFCwKdO8s2F3ETkR1iYkFkR7p1A0qXBm7cAFas0DsaIrI7Wj3qn34CkpL0jYWIKA0mFkR2xN0dGDFCtr/6itOoiSiNjh1l5OLyZeDAAb2jISIywcSCyM4MGybTqP/+G9i1S+9oiMiu5MsnQ5sAp0MRkd1hYkFkZwoXltKzABvmEVEGtOpQv/wCWNkdl4goJzCxILJDo0bJ87p1QGiovrEQkZ1p2xYoVAi4do3DmkRkV5hYENmhypWBdu1kbeasWXpHQ0R2JU8e4PnnZZvToYjIjjCxILJTWunZBQuA+/f1jYWI7Iw2HerXX4H4eH1jISJKxsSCyE49+yxQoQIQHQ0sXqx3NERkV1q0AHx9gdu3gS1b9I6GiAgAEwsiu2UwAG+8Idtff82S9USUipsb0KuXbHM6FBHZCSYWRHZs0CDA2xs4fx7YuFHvaIjIrmjTodasAR4/1jcWIiIwsSCya15ewNChss3Ss0RkIigIKFUKuHcP+PNPvaMhImJiQWTvRo4EFEVGLM6e1TsaIrIbBgPwwguyzelQRGQHmFgQ2bly5YCuXWX766/1jYWI7Iw2HWr9epaPIyLdMbEgcgBa6dnFi4E7d/SNhYjsSJ06wNNPA48eSXJBRKQjJhZEDqB5c6BGDeDhQ2D+fL2jISK7oSicDmWJI0eAVq3kmYhsjokFkQNQFOOoxaxZQEKCvvEQkR3RpkP9+Sdw966uodi9JUuA7duBH3/UOxIip8TEgshB9O0LFC0KXL4MrFundzREZDeqVQOqVpUO3GvX6h2N/QkPB44eBY4dA376SfatXCmvjx6V94nIJphYEDmIvHmBV16RbZaeJSIT2qgFp0OlFxgI1KsH1K0LXL8u+65fl9f16sn7RGQTTCyIHMjrrwPu7sDu3cDx43pHQ0R2Q1tnsWULcOOGvrHYm6VL5T/OjLi7y/tEZBMOl1hMmybzzceMMe5TVWDKFMDfH8iXD2jRAjh92vTrYmOBN96QqSQFCgBdugCRkbkYOJEN+PsDvXrJNkctiCjFM8/IHfjERGDVKr2jsS/9+gFbt2b83sGD8j7RlStA//5AkSJA/vxArVoyVS4rO3fKz13evFIb/rvvbBPL5cvAc8/JBWvRosCoUUBcnPH9sDC5GE77+Osv23x+NjhUYnH4MDB3rlTHSe2zz4CZM2VR6+HDgJ8f0LatNCPVjBkDrFkjo8R79ki5786d5f9gIkeiJdUrVgBRUbqGQkT2hNOhMmerCz5yTnfuAE2aAB4eUgQhJASYMQN46qnMvyY0FOjYEWjaVKYQ/O9/kgBkN7FPTAQ6dQIePJAL1pUr5ZxvvZX+2C1bgKtXjY9WrbL32TbgMInF/ftyU2HePKBQIeN+VQW+/BJ4912gRw9Zw7Z4sZTlXL5cjomOBhYskH8jbdoAtWvLyOfJk/J3QuRIGjQAGjWSmxfff693NERkN3r3luddu+TuK4njx43JVoUKcjEIAHnyAMWL6xcX2Y9PPwVKlQIWLpRfsoGBQOvWQPnymX/Nd98BpUvLRWjlysCwYcCQIcD06abHLVwo7+fNC1SqBMyenXUsmzZJYrN0qVywtmkjF7Dz5gExMabHFikid9O1R5481nz3NuUwicWIEZLAtWljuj80FLh2DWjXzrjP01Pq/u/bJ6+PHpViGamP8feXJEQ7JiOxsbGIiYlJedxLPQRCpCOt9Ozs2TLNj4gIpUvLXVdVBX75Re9o7ENSEvDaa/Jn8vzzwNmzxgu7uDj+B0rit99kIX+vXpJs1q4tF/JZ2b/f9MISANq3lx4p8fHyet48ufP90UfAmTPAxx8DkybJHfCszlutmlyopj5vbGz6qVlduki8TZoAv/5q/vebgzJZzWRfVq6UP8uM+tlcuybPvr6m+319jRXkrl2TJC71SId2jPb1GZk2bRref//9dPsTEhIQr/2jIdJBly5yI+W//4CffzbOgCAi12bo1Qtue/ciacUKJI4YoXc4ulPmz4f7wYNQCxZEwvTp0gTI3x9u7dvDsHEjEr//HkkffaR3mGRjCcnNnu7du4eYVHf5PT094enpmf4LLl0C5swBxo6VKU2HDsm0Jk9PYODAjD/k2rWMLz4TEoCbN4ESJYCpU2W0oUcPeb9sWRmN+P57YNAg889bqJBcyGoXrQULyhqAJk0Ag0ESoxdekISlf/8n/fHkKLtPLCIi5O7spk0yipQZRTF9rarp96X1pGMmTpyIsWPHpry+cuUKqlSpgv379yN//vxmRE+Uc2bMMG5v2KBfHERkPzx9fNDeYIDh0CFsXbgQD9NeoLiQPNHRaD1hAgDgVO/euPT338DffwMAStSqhQYbNyJ+3jxsatgQamZVo8ghPXz4EABQpUoVk/2TJ0/GlClT0n9BUpKMWHz8sbyuXVuqAM2Zk3liAWR88antv3FDLmKHDgWGDzcek5AA+PjIdocOUuYRAMqUMVYeyujiNPVFa9GiwJtvGt+rV0/WiXz2GROLJzl61FhuWpOYKFNIZ80Czp2TfdeuSXKouX7dmPD5+cmI5507pqMW168DjRtn/tlpM1st6w0KCkJAQEB2vzWibLl1C6hSBXj8GNi4UdZdEBGpP/4IZds2tLpxA0kvvaR3OLpxGzYMhvv3odaogUqzZqFS6uShbVuoixYhb1QUOiYlQdXWXZBTuJK8xigkJMTkei3D0QpALiDTJCGoXDnrhdh+fumnvVy/LiWMixQBbt+WffPmAQ0bmh7n5ibP8+cDjx7JtoeH8bwHD5oef+eOTK/K6kZBo0ZyPp3ZfWLRurUssk7tpZdk/cvbb0t1Lz8/YPNmSTABSSJ27pS1OIAkJR4ecoy2tu3qVeDUKUnuLOXu7g4P7R8AkU78/GR0dcEC4JtvpDAFERH69AG2bYPbL7/A7d139Y5GH7t3A0uWAACU776DR758pu97eMjFxCefwH3hQmMdb3IK7slJpJeXF7y9vZ/8BU2aGO9Ua86fl1GEzAQFAevXm+7btElGDzw8JAkICJBpVpmVNM7oJnVQkKzJuHrVeMd80yaZlpX6Lntax4+b3mHXi+qAmjdX1dGjja8/+URVfXxUdfVqVT15UlX79FHVEiVUNSbGeMyrr6pqyZKqumWLqh47pqqtWqlqzZqqmpBg/udGRESoANSIiAjbfCNE2fTPP6oKqKqbm6pevqx3NERkF27dUlV3d/nPISRE72hyX1ycqlarJt//8OGZH3fxohyjKKoaFpZ78VGOs/h67dAh+Zn56CNVvXBBVZctU9X8+VV16VLjMe+8o6oDBhhfX7okx7z5pvycLVigqh4eqvrrr8Zj5s1T1Xz5VPXLL1X13Dn5pf3DD6o6Y0bmsSQkyL/f1q3lgnXLFrmAHTnSeMyiRRJjSIiqnj2rqp9/Lp89c6Z5328OcpiqUFmZMEFq+7/+uiSKV65IcuflZTzmiy+Abt1kxKJJE+l9sn69cTSKyBFVrw60bCnTA7/9Vu9oiMguFC5srFbz00/6xqKHr76SKQlFi0pX3cyULy91/1UV+OGH3IuP7E/9+tLsbMUKqcg0daqUkU090nD1qjSu05QtKwscd+yQZnpTpwJffy3VxzTDhsn0pEWL5Bd28+ayXbZs5rG4uQF//CELi5s0kQvXbt3Sl7H98EO56K1fX6oc/fCD6boLnSiqqq00oSeJjIxEqVKlEBERgZIlS+odDhEAKQbRtausH4qMlKSZiFzcjz/KotNKlaQKzZOqmTiLiAiZG//ggVxoPWmNycqVMnWsZEnpZsy7jU6B12v6cYoRCyJX1qmTrDW6c0fKY69YITdQ2FWeyIV17Spzss+eBf75R+9ocs+YMZJUNGmSeTnP1Lp3l4W2kZHAX3/leHhEzo6JBZGDc3OT0VVAylr37SvTowIDgdWrdQ2NiPTi7S13HQBj12lnt2GD/Kfn5iZlQg1mXOJ4ehoTkLlzczY+IhfAxILIwa1eLVM207pyBejZk8kFkcvSOmeuXGmsr++sHj4ERo6U7TFjZD67uYYNk+c//pCuo0RkNSYWRA4sMVEaSGZ0zaDtGzOG06KIXFKnTkCBArJ24NAhvaPJWdOmAaGhUr4zowZoWalcGQgOlv8oFy7MkfBc3pEjslD+yBG9I6EcxsSCyIHt3i1TgzOjqrKWUWvsSUQuJH9+WWsBOPd0qHPnjI2rvvoKKFjQ8nO8/LI8z58vXZjJtpYsAbZvl6IC5NSYWBA5sKtXbXscETkZbTrUTz8559ClqgIjRkhX4g4dpGuoNXr2BJ56SkZ3tmyxZYSuKzwcOHoUOHZMqooAkuAeOyb7w8P1jY9yBBMLIgdmbpNNe2jGSUQ6aNdOLpivXgX27NE7GttbuRLYulVq/n/zjfVldfPlA/r3l+1582wXnysLDJQ+C3XrAjdvyr7r1+V1vXryPjkdJhZEDqxpUym/ntXvUm9vmT5MRC7I09N4F9/ZpkNFRwNjx8r2//4nDe+yQ5sOtXYtEBWVvXMRsHQp4O6e8Xvu7vI+OR0mFkQOzM1NphQDmScXMTHyO9fZi8IQUSa06VC//ipThpzFpEnAtWvAM88AEyZk/3zVqwMNGwIJCcDixdk/n6vr1w84eDDj9w4eNO1qTU6DiQWRg+vRQ64XAgJM95cqBQwdKtuffy7VoZhcELmgli2BYsVkOsq2bXpHYxvHjgHffivb334rIzO2MHy4PM+fz/8wbSEmxvS1Ob1FyKHxb5jICfToIWsOt28Hli+X59BQ+d34/fcymvH118Brr7HgCZHLcXcHevWSbWeYDpWYaPzP7IUXgLZtbXfuF16QqlIXLgA7d9ruvK7q99/lOV8+aVpYty7g5wcUL65vXJRjmFgQOQk3N6BFC6BPH3l2c5P9L78spdkNBkkyhg51zuIwRJSFF16Q5zVrgNhYfWPJrvnzpS+Hlxcwc6Ztz12woHGKDhdxZ8+DB8burfPnA6++KlOgwsJkcSA5JSYWRC5g0CBZJ+fmJv/PDxwo04iJyEUEBwP+/rLgeeNGvaOx3vXrwDvvyPbUqfI92Zo2HerXX4Fbt2x/flexYIH8+ZUrB/TuLfsUxXbT1sguMbEgchF9+kgpe3d3mS714otAXJzeURFRrjAYjKMWjjwdasIE4O5doFYt6V+RE+rWBWrXlv8g2dDNOnFxwPTpsj1hQubVocjpMLEgciHPPw+sXg3kyQOsWiU9oRx9VgQRmUmrDrVunUxTcTS7dkm1JkWR+fo5ebGqjVrMm8dF3NZYvhyIiJD1FIMG6R0N5SImFkQu5rnngN9+k35S69cD3boBjx7pHRUR5bj69YGyZYGHD4E//tA7GsvEx8uCbUAu+hs1ytnP69sXyJ8fCAkB9u3L2c9yNklJwKefyvabb8ovG3IZTCyIXFD79nJdkT8/8NdfQOfOjnkDk4gsoCjGUQtHmw71xRdykV+0KDBtWs5/no+PceoYF3FbZt064OxZ6fj+6qt6R0O5jIkFkYtq1UqSioIFpbR9hw7AvXt6R0VEOUpLLDZskIXcjuDyZeD992X788+BwoVz53O16VA//yzrOujJVNWY+I0YAXh76xsP5TomFkQurGlTYPNmuTm3ezfQrh1/fxI5terVgcqVZXHVunV6R2Oe0aNl+lbTprk7X79RI6BaNZkrunx57n2uI9u2DTh8WKY/jRqldzSkAyYWRC6uUSNg61a5CXjgANCmDXD7tt5REVGOcLTpUL//DqxdKwu1Z8+W+HOLohhHLebO5SJuc3zyiTwPG8YmeC6KiQURoW5d6dZdrBhw9CjQsiVw44beURFRjtDWDmzeDNy8qW8sWXn4EHjjDdl+800ZPcht/ftL34W//waOHMn9z3ckR44AW7ZIEjhunN7RkE6YWBARAKBGDWDHDqkO+M8/0r376lW9oyIim6tYUfo0JCRI/Wl79dFH0qW5VCngvff0iaFwYanLDXAR95Noayv69gXKlNE3FtINEwsiSlGlCrBzJxAQIAVYmjcHIiP1joqIbM7ep0OdPSsLtQHgq6+kyoReXn5ZnlesYIWLzJw9C6xZI9sTJugbC+mKiQURmahQQfpQlSkDXLgANGsmNw2JyIn07i3PO3bY39CkqgKvvy69Kzp2lGY7emraVEZ57t+330RMb599Jn9vXbsCVavqHQ3piIkFEaVTrpwkF+XLA6GhMnLx7796R0VENhMYCAQFycXgr7/qHY2pFStk0VfevMA33+Tugu2MKIosRgY4HSojERHAjz/K9sSJ+sZCumNiQUQZKl1akouKFaWMfLNmwLlzekdFRDajLeK2p7vwd+8CY8fK9rvvyl0OezBoEODhIaVU//5b72jsy4wZsl6nZUugYUO9oyGdMbEgokz5+8uai2rVgP/+k5GLU6f0joqIbKJXL7kbv28fEB6udzRi0iQgKkrmZI4fr3c0RsWKAd27yzZHLYxu3jT+ebzzjr6xkF1gYkFEWfL1lVkJtWrJ7/sWLYATJ3QOioiyz99f7hYA0l1ab0ePSq8KQJ49PfWNJy2tp8XSpVIKl2Sq2sOHQJ06QNu2ekdDdoCJBRE9UdGi0kSvfn3g1i2gVSuZEUBEDs5eqkMlJgKvvQYkJQF9+gCtW+sbT0ZatQLKlgWio4FfftE7Gv3duyeJBSBrK/ReC0N2gYkFEZmlcGHpp9W4MXDnjnTo3rdP76iIKFuefx5wcwOOHQPOn9cvjrlz5W6Ft7fM2bdHBoNx1ILToeTv7M4dmbamTRMjl8fEgojM5uMDbNwosydiYoB27WQNBhE5qKJFjVNYfvpJnxiioozVhD78EChRQp84zDF4sCRie/cCp0/rHY1+YmOBmTNle8IE+TMhAhMLIrJQwYLAhg1yLfLgAdChA7Bli95REZHVtOlQK1ZI+dncNn68TC+qXVumQ9mzEiWA5/6/vTsPb6pK/wD+DU2bLtCKUApd2BSRgiC7gAygUEYd0SkIP0EEBBUZlFUpghRXUAQBZRFEQFlkWAVlnFYFZBMBYRTLKLLZAi2WtSwttD2/P97J1iZt0iw3ab+f57lPb25O7j3JbdP73nPOex6W9Y8+0rYuWvr0U8noERMD9O+vdW3IhzCwICKnhYYCGzfK3FXXrwN/+5sEG0Tkhx59FAgKAg4f9n7at23b5CJVpwPmzQP0eu8evyyM3aE++QTIzdW2LlooKJAJ8QBgzBj53SH6HwYWRFQmwcHAunVyTZKXJz8//1zrWhGR0yIi5C4B4N1B3DdumFsonnnGf+ZA6N4diIsDzp8H1q/Xujbet3YtcOSIDLwzBllE/8PAgojKzGCQLJW9ewM3bwK9evlG1koicpJldihvdYd67z1pJYmMBKZM8c4x3SEgABg8WNYXLNC2Lt6mlPlcPf+89I0lssDAgohcEhgILF8u3Wzz8yVT5LJlWteKiJzyt79JH8djx4B9+zx/vJMngddek/V33wWqVvX8Md3pqackS9TWrXL3vqJISZGJjMLCJLAgKoKBBRG5TK8HFi+Wm3iFhcCTTwIff6x1rYjIYWFhQI8esu6N7FAjRsjEan/5i38O/o2LA/76V1mvSIO4ja0VzzwDVKumbV3IJzGwICK3CAiQXgHPPSet5YMHy1hMIvITxu5Qq1bJHQJP2bRJBmTp9TLDtr9OrPbMM/JzyRIZL1Le7d4tg+0DA4HRo7WuDfkoBhZE5DaVKgFz5gAjR8rjYcOAmTO1rBEROeyvf5WB3BkZnpv98upVcxea0aOBxo09cxxveOghST979qykySvvpk6Vn/37A7Gx2taFfBYDCyJyK51O5k1KSpLHo0YBb7+tbZ2IyAEGg6R3AzyXHerNN2V8RVwcMGmSZ47hLXo9MGiQrJf3mbgPHZLgSaeTCfGI7GBgQURup9MBb70FTJ4sj5OSZJymFnNvEZETjN2hVq+WbAzudPiwDNQGgNmzZVyHvxsyRH6mpgLHj2tbF08y3h3q2RNo2FDbupBPY2BBRB6h0wHJyRJgALI+cSKDCyKfdv/9Mij37FnJeOQuSknfyJs3JQPVI4+4b99aqlcP6NZN3t+iRVrXxjOOH5dZ2QFzUzSRHQwsiMijxo+XrlGABBljxzK4IPJZgYEyIQ3g3u5Qy5dLoBISIq0V/jpg2xbjJHGLF7u/lccXTJ8us2136wa0bKl1bcjHMbAgIo8bNQr44ANZnzFDxm56MukMEbnA2B1q7Vr3ZDu6eBEYM0bWJ06Uu/zlySOPyCR/p08DmzdrXRv3ysoyt8SMH69tXcgvMLAgIq/4xz9kfKNOJ5mjnn2WwQWRT+rYUbIdXbwoE6K5asIE6VrVsKE5wChPgoKAgQNlvbwN4p41C8jNBdq2BTp31ro25AcYWBCR1wwZAixdKmlpP/pIEqoUFMiydat04926VR4TkUYCAoDevWXd1e5Q+/aZJ7SZO1cyT5VHxkHcmzdLut7y4NIluQsEyNiK8tR9jTyGgQUReVX//sCKFXLt8sknQKdOQJ06QJcuQN++8rNuXWDdOq1rSlSBGbtDff65zJBdFgUFwNChMqiqb1/gvvvcVz9fc8cd8mVWWAh8/LHWtXGP+fOBy5eB+HjzrOxEpWBgQURe16ePZLMMCAB27gROnbJ+/tQpGT/K4IJII23bSsR/5UrZxw18+CGwfz8QHi4DgMs74yDuRYv8v9n1+nXgvfdkfdw4aWYmcgB/U4hIEz16AFWr2n7OmDVq5Ej///9M5Jd0OnOrRVm6Q2VmAi+/LOtvvgnUrOm+uvmqnj3lS+2PP2ReC3+2ZIkM3K5dG3j8ca1rQ36EgQURaWL7diA72/7zSgHp6VKOiDRgDCy+/BLIyXHutS++KH30W7QAnnvO/XXzRcHBwJNPyvqCBdrWxRX5+cC0abI+dqykICZykM8HFlOmAK1bA1WqADVqAI8+Cvz6q3UZpWSG3+hoSZHduTPwyy/WZfLyJMVl9eoy2WePHuVnfBWRPzpzxr3liMjNmjWTTE65ucDGjY6/bssWYNkyafWYP1/6PFYUxu5QmzZJq40/+uc/ZVK8yEhg8GCta0N+xucDi23bJE3l999Ly2J+PpCQAFy9ai7zzjuSG/+DD4C9e6XFtVs36xssI0cC69dLi+6OHdJt9G9/YzcLIq3UquVYua1bgQsXPFoVIrKlLN2hbtyQGbYBGbjdurVn6uarGjcG2reXi5UlS7SujfOUAqZOlfURI4DQUG3rQ35Hp5R/zYH755/ScrFtG/CXv8jfQHS0BA7jxkmZvDwgKgp4+23JlX/pkgTen34qg0YBmccmLk7GpHXv7tixMzIyEBcXh/T0dMTGxnrk/RFVFAUFkv3p1KnSZ+IOC5M08SNGAA0aeKN2RAQAOHxYsgIFBsod+FtvLbn8lCkytqJGDeC//7U/kKo8W7JEcmnfdhvw22/+NfD5iy+Ahx8GKleWsSJ+ev54vaYdP/ptF5cuyU/jd9vx4/Jdl5BgLmMwSNa3Xbvk8f79wM2b1mWio4EmTcxlbMnLy8Ply5dNS46zfUyJyK6AAJl7CSieHl2nk2XYMPk7vXpV0qk3bCjdGLdsKT0YISI3aNQIaNpU/omuX19y2RMngNdfl/V33/Xbi1KXPfaYZMI6elS+rPyFUhIYAjIupqKeP3KJXwUWSgGjRwP33isXG4C5C2NUlHXZqCjzc5mZMjFm0b8RyzK2TJkyBREREaYlPj7ePW+EiAAAiYnAmjVATIz19thY2T5nDvDTT9IN8sEH5Ttg0yZJh9+ihUy2l5enTd2JKgxHu0O98IKkKe3UCXjiCc/Xy1eFhQH9+sm6P83EvWOH3G01GIBRo7SuDfkpvwoshg+Xi4yVK4s/V/SOp1KlTxJZWpnx48fj0qVLpiUtLc35ShNRiRIT5Ubnli0ycd6WLdISmZgoz+t0QNeukpjm8GHpth0SAhw8KN2j6taVm6R//qndeyAq14x9iL/9VlKQ2rJxo0T9er3MsF3RZ2l+5hn5uX69/3w5GVsrBg50fBAcURF+E1g8/7x8b23ZInczjYypsYu2PJw9a27FqFlTxpMVHQBqWcYWg8GA8PBw01KlShXX3wgRFRMQINncHn9cftpLInPnncC8eZKGdsoU6dKYmQlMmiTp1p9+unhGOCJyUf36QJs2Mqv0mjXFn796Vf5JA5KelK37wN13A61aycXHJ59oXZvSHTwI/OtfMh7kxRe1rg35MZ8PLJSSlop16+RmSb161s/XqyeBg+VcNDduyODu9u3lccuWMu7MssyZM8ChQ+YyROQ/qlUDkpKkpWP5cvn/nZsLfPSRdJPs3h346iuOwyBym5K6Q73+ugz0rVMHmDjRu/XyZcbUswsX+v6XkTETVO/eMuicqIx8PrD4xz8kHfaKFTKXRWamLNevy/M6nWSEeustaXE8dEha8UJDgb59pUxEhKRiHjMG+OYb4MAB6f55113SxYKI/FNgoPyd//CDTKSXmCg33FJSgAcekMyPCxaYvy+IqIx695Z/uDt2SJOhUVoaMH26rM+eLeMLSDz+uHwev/4qn5uv+v13YPVqWU9K0rYu5Pd8PrCYN08yQXXuLF3+jMuqVeYyL70kwcWwYXLn8tQpubCw7Ln03nsyuV7v3kCHDhJ4bNpUsebtISqvdDpJ6rB2rfyPHDlS/v4PH5aU03FxciOVk+0RlVFMDNCxo6z/85/yUyn5x5ufLylKe/TQrn6+qEoVCS4A3x7EPW2adHN78EGZFJHIBX43j4WWmBeZyH9cvgwsWiQ3UU+ckG2BgdKjY9QooHlzTatH5H/mzTPfwdu7VyaHevJJyaaQliaZFMjaDz8AbdsCwcEygZavpXA9fVr6lN+4AXz3nTl49HO8XtOOz7dYEBGVRXi4BBBHjsh40w4dJBX/p59KqtrOnYHPP5eJ+ojIAT17SjP/vn0yo/YLL8j2V15hUGFP69YyD0hurvTr9jUzZ0pQ0aFDuQkqSFsMLIioXNPr5Xpoxw65efj447Jt2zbpHtmwobRqcP5LolLUqAHcf7+s79sHXLwoqdrGjNG0Wj5NpzOnnvW1QdwXLkgrFACMH69tXajcYGBBRBVG69aSCOL4cWDcOOmVcPQoMGKEjMMYOxY4eVLrWhL5oJMngf37gXbtrLePHAn8/DP/cErSr590F/v5Z7m74SvmzAGuXJFMNg8+qHVtqJxgYEFEFU5srGRXTE+XubzuuEOSREyfLpkWe/cGdu/WupZEPqRuXRlb8eqr1tuHDpXt7Apl3y23AI89JusLFmhaFZNr14BZs2Q9KYkTGpLbMLAgogorLAx47jnJHvXFF9LLo6BAMi+2bw/cc49koMvP17qmRBpbtkz6ENqi1/vm+AFfYpzT4rPPJLOE1hYtArKzZfLD3r21rg2VIwwsiKjCq1QJeOgh4Ouvgf/8Bxg0CAgKAvbskSxS9etLRsaLF4u/tqAA2LoVWLlSfnIwOJVL/frJH4Qte/bI82Rfhw5Ao0bSUrBypbZ1uXkTePddWX/xRfsBI1EZMLAgIrLQtCnw8ccykXByMhAZKV2mXnpJulA9/7zMlQEA69ZJD5AuXWSivi5d5PG6dVq+AyIPq1TJ+ieVTqczt1po3R1qxQr5gouKkhmFidyI3wpERDZERQGTJ8v/30WLgCZNgKtXgQ8+kDEZrVtLtqmMDOvXnToF9OrF4ILKoRo1gJo1gZYtgfnz5WfNmrKdSte/vzSF/vijLFooLATeflvWR42S+TWI3IiBBRFRCYKDgaeeAn76CUhNleQpSkm2TVuM2SRHjmS3KCpnYmNltsk9e2RK+z175DEnIHNM9epAYqKsazUT98aNMqgsIkIGmBG5GQMLIiIH6HRA167Al18CS5eWXFYp6T61fbt36kbkNQaDOYOQTiePyXHGOS2WL5cmUG9SCpgyRdb/8Q+ZRZTIzRhYEBE5KTDQsXKpqcwoRUQWOncGbr9dZuRctcq7x96yRebRCA6WyXuIPICBBRGRk2rVcqzcW28B0dGS6v+bbxhkEFV4Oh0wZIise7s7lLG1YvBgjoshj2FgQUTkpI4dpVt5SXNKhYUBt94K/Pkn8OGH0o0qOlq6pjPIIKrABg6UFK/ffw8cOuSdY+7bJ/m0AwKAsWO9c0yqkBhYEBE5KSDAPGlt0eBCp5Plk0+AzEwgJUWyTFarJkHGggUSZNSqxSCDqEKKigIeeUTWvdVqMXWq/Ozbl7Okk0cxsCAiKoPERGDNGiAmxnp7bKxsT0yUsRjdukkwceaMdZCRnc0gg6jCMs5p8cknwPXrnj3Wf/9rzn89bpxnj0UVnk4pY3JEKk1GRgbi4uKQnp6OWKbXIyJIStnt2yVwqFVLukkFBJT8mvx8GUe5erX8vz93zvycMSNl795Ap06cFJeoXCosBOrXB06eBD79FHjiCc8d66mngMWLgR49gM8/99xxfAiv17TDwMIJ/EUlIndzJMh47DFJJsMgg6gceeMN4JVXgL/8Bdi2zTPHSE8HbrsNuHkT2L0buOcezxzHx/B6TTvsCkVEpCG93txdKjNTUtQW7S7VrZu5u9TXX7O7FFG5MGgQUKkS8N130l3JE2bMkKCic+cKE1SQthhYEBH5CL1exlwwyCCqAGJigIcekvWPPnL//o1fGgCQlOT+/RPZwMCCiMgHMcggqgCMg7iXLgXy8ty77/ffB65dA5o3BxIS3LtvIjsYWBAR+ThbQcYzz8gYDAYZRH7sgQek5SI7270Dq69ckcACAMaPL3nSHSI3YmBBRORHjEHGhx9KJipXgoyCAmDrVmDlSvlZUODNd0JE0OslaxNg7rbkDgsWABcuAA0aSAYIIi9hYEFE5KdcCTLWrZN5srp0kTmzunSRx8Z090TkJYMHS4vCN98AR4+6vr+8PGD6dFl/6aXS818TuREDCyKicsCZICMhAejZE8jIsN7HqVNAr14MLoi8qk4doHt3WV+0yPX9LVsGnD4NREcD/fu7vj8iJzCwICIqZ0oLMlJTbb/OOKvRyJHsFkXkVcZB3IsXS3rYsiooAN5+W9bHjAEMBtfrVhFMniytRpZLzZolv2bbNqBlSyA4WCY7nD/fPXX54w/g4YeBsDD50n7hBeDGDfPzJ04Ur6tOB3z1lXuO7yIGFkRE5VjRIOPdd0sur5TMqdW7N/DBB0BKCnD8OAMNIo96+GEgKkqyM3zxRdn3s24dcOQIULWqOVghxzRuLF+SxuXnn+2XPX4cePBBoGNH4MAB4OWXJQBYu9a1OhQUSAriq1eBHTuAzz6TfY4ZU7zs119b1/e++1w7tptwHlciogpCr5feEY5Yt866S1RQkNyUa9BAljvuMK/HxMg8X0RURoGBwMCB0tqwcCHw9787vw+lgClTZP3554EqVdxaxXJPry+9lcJo/nygdm1g5kx53KgRsG+f3Lnp2dNcbvFi4J13JBCpW1eCj2HD7O83JQVIS5O7O8Yv6+nT5XfjzTeB8HBz2WrVHK+vFzGwKIP8/HzcdKWpkohIIzVrAiEhpZdLTJQxoEePyv/EvDzg5ElZvv7aumxICFCvHnD77cBtt1kvNWow0yWRQwYMQODbb0N99RXyjx6VC1cn6FJToT9wACo0FPnPPedalyo/l/+/LBU5OTm4fPmyabvBYIDBXvewI0fkYt5gANq2Bd56S+6m2LJ7d/G5Qbp3lzEyN29KoLhwIZCcLE2/zZtLy8bTT0sXpwED7O+3SRPrO0Ddu8sX8P79kmXDqEcPIDdX7u6MGiUD5HwAA4sy2L17N0JDQ7WuBhFRmaxc6fljXLwo/weJyHHt77oLkT//jKMTJuDXxx937rUTJyISwLH778ehPXs8U0E/ce3aNQBAfHy81fbk5GRMnjy5+AvatgU++USaYrOygDfeANq3B375RVoGisrMlK5rlqKiJO1edrZkyXj9dWltMKb7rVdPWiM+/NB+YGFrv1WrSpNxZqY8rlwZmDED6NBBmoo3bgT69JFJFp94opRPxvMYWJRBu3btEBMTo3U1iIjKZNMmc7IY44BtwNyy8Omn0uXbEfn5Mtbw6FHz8vvv8jM9HSgstP/aiAhzy0bR1o6IiJLrP26cZLEyiomRXiSO1pvIF+lycoD+/dFw507ctmSJw6lidXv2QH/oEFRgIGrPnInacXGeraiPO/W/L4e0tDSr6zW7rRUPPGBev+suoF07+SJauhQYPdr2a4o2xRq/THU64M8/5Qtw8GDrsS75+eYvtwceALZvl/U6dSSIsbVf476N26tXlxYKo1atZM6Sd95hYOGv9Ho9AgMDta4GEVGZGG+gjRhhnXI2Lk66DDszn1ZgINCwoSxF5eVJN6ojR4DffpOfxiU9Hbh+XW7C7dxZ/LXVq1uP4zAuaWkSFFkGRIAEMr16AWvWcD4w8mOPPQaMHAldRgYCv/lGBvI6Yto0AIDuiScQaK/7TgWi18vlbZUqVRBuOS7BUWFhEmAcOWL7+Zo1zS0IRmfPyjiNatWA8+dl28KF0hpiyRgsfvSRfAkC8kVq3G/R1qYLF6R7VdGWDEv33CP78wEMLIiIKqDEROCRR+SG2Zkz0nLfsaN759IyGIA775SlqGvXJBiwDDaMAUhmpvQmyM4Gdu1y7FjGG3ojRsj74pxg5JcMBukmM2OGXJQ6Elj88ot0h9HppCmPXJeXBxw+LF+KtrRrJ02nllJSpPUgMFCCgJgY4NgxoF8/2/uw1fOlXTsZpG38Ujbu12CQ1Lb2HDhgLq8xBhZERBVUQADQubM2xw4NlRuCd91V/LmcHOlOZRlsHDki108W4zCLUUpaYCIjpRdDXBwQGys/LZfoaLmxSOSThgyRwOKLL8wT3ZXEOG9FYqLtpkMq3dix0o+ydm1peXjjDfmyMY6FGD9e+l5+8ok8HjpUBmWPHi1dnXbvloHblgPYJk+WLFDh4dLtKS9PMkdduGC/e1VCAhAfL82y06ZJy8fYsXIMY8vL0qUSvDRvLmMsNm0CZs82/x5ojF+tRETkU6pUkf+ZzZtbb1+5Eujbt/TXX7gg/7/37bP9fKVKcnPPXuARFyc3HD3V6lFQ4NmWIvJzjRoB994r8xgsXgxMmGC/7IkTwIoVsp6U5JXqlUsZGcDjj0szaWSkdC36/nsZ+wDIH+sff5jL16sHbN4sYx3mzJHgb/Zs61SzQ4bIHZRp04CXXjJ3rxo50n49AgKAL7+UlLQdOkjKvb59i09A9MYbkqIvIED6jH78sU+MrwAAnVJFe6qSPRkZGYiLi0N6ejpiY2O1rg4RUYWydat1tkV7FiyQwCA9vfhy6pRjWTj1eumpUFLwERnpfCrddeuKj22JjQVmzeLYELLw6afAk0/KBezvv9ufKGb4cLmw7doVSE31bh19GK/XtMPAwgn8RSUi0k5BgcwxdepU8cHbgFzkx8bKgHF7LQCFhdLTwVbQYVxOny45m5WRwSDHsxd4xMVJpkhj8LFunQwwL1p34/MceE4m16/LXfCLF6WPfbduxcucPSt31HNzgW++8ZmZl30Br9e0w65QRETkFwIC5M5+r15yMW4rVe7MmSV3K6pUSRKv1KwJtG5tu0x+vgwgLyn4yMoyTyB49Kj944WGmoOP77+3HRAZB56PHMmB5/Q/ISHSteWDD6QJzlZgMWuWBBVt2jjWlEfkBWyxcAIjYCIi7dnqTlSWVLmuuHFDWjZKCj6ys53fb4sW0sU+KkqWGjXM61FR0v0qKMj978dRHB/iRT/9BDRrJgN1MzLkl8Ho8mUZaHzpkvxB/P3v2tXTB/F6TTtssSAiIr/ijVS5pQkKkm5ZdevaL5ObK9eD6enAP/8JzJ9f+n5//FGWklStah1sFA0+LB+Hhjrzrkrm7+ND/C4oatpU5kDYs0cyAb34ovm5efMkqGjUSP4YiHwEWyycwAiYiIjKwtGB50lJMr9WVpb1cvasLAUFzh23cuXSgw/jEh5ufzC6v48P8dugaNEiyS7UoAHw66/ygefmSkSblQUsWWJOiUomvF7TDgMLJ/AXlYiIysJdA8/PnzcHGraCD8vHeXnO1dFgsA44jOuRkTJnl3Ey4bLUXUt+HRRduSLNK1euAFu2yMQz8+cDzz0n/f+OHjXP2kwmvF7TDrtCEREReZi7Bp5Xry5L48YlH08pmWiwtODD+DgnRwIR4/gQZyglr4mJASIipJuYwWBeij52dFtZXhcUZN3qUlAgLRV+O2i+cmWZx2DBAmS9sRBbMu7FI6+9gxBAJk7zg6DC77qgkUsYWBAREXlBYqLcHbfVJcfdA891OunaFB4uvWhKc/26/eBj717JaFUaY3mtBQaaAw0AOHfOflljUPT00zJOOjxcJmg0fnaWjytX1uaC+Nvbn8F9WIBbvlmN5t/sRQiO41yl6tgROQS+PrrCb7ugUZmxK5QT2LRGRESu8rc7uI6OD5k7F2jSRFo+8vIkc5Zx3d42d5TJz/f4R2BSubJ14GEvCCntuZAQxyZXNHbj2qdaoAUOmLa/gtfxpm6iT3fj0rILGq/XtMPAwgn8RSUioorGHeNDPKmw0H5AsnMn8Mwzpe/joYfkwv/yZfOSk2Ned2S2dmcEBJQehFSuDGyYdRJBOdnoiTV4GVPl/UKHLvgWV1AFqFYd0/5ZBwEB9gMVLbYXFAA9e0rrl73XePJ3htdr2mFg4QT+ohIRUUVkvPsM2B4f4qt3zt0VFOXl2Q86LNcdec6Zqy4FncU6oLP4aXoP8N/LOON4dHfj9Zp2OMaCiIiISuTN8SHu5I5B84CM14iMlMUVSgFXrzoWkOzfD/RLXYYlGIhA5JuCCePPm9BjIJYgOlpaOewdT4vtOTn2WyssnTlTehnyLwwsiIiIqFS+MDFhWfhSUKTTSRenypVLL7t1K9AltR8OoxF+RMtiz7fFHhxAC2xZ7pm7/q5wdFxOrVoerwp5GQMLIiIickhAgO9dxDrCH4Oijh0l+NH9LxgqQCUEoND0UweZyqJjR02raZOx7qV1QfPFupNrKmldAW+bOxeoVw8IDgZatpQvGSIiIirfjEHR44/LT18OKgBzN66zqIEzqIn9aIlnMR/70RJnUBNnUcOhblxaMNYdKD6425kuaOR/KlRgsWqVTIQzYQJw4IBEyg88APzxh9Y1IyIiIrKWmAjMWhuLe2NOoC32YAGeRVvsQcfYE5i1NtZnx7YA5i5oMTHW22NjfXewP7muQmWFatsWaNECmDfPvK1RI+DRR4EpU0p/PbMMEBERkbf529wnlrSoO6/XtFNhxljcuCEZFpKSrLcnJAC7dmlTJyIiIqLS+OvYFsC/607OqzCBRXa2RM1RUdbbo6KAzEzbr8nLy0NeXp7pcU5OjgdrSERERETkvyrUGAug+CAipezPJjllyhRERESYlvj4eM9XkIiIiIjID1WYwKJ6dWmOK9o6cfZs8VYMo/Hjx+PSpUumJS0tzfMVJSIiIiLyQxUmsAgKkvSyqanW21NTgfbtbb/GYDAgPDzctFSpUsXzFSUiIiIi8kMVZowFAIweDfTvD7RqBbRrByxYIKlmhw7VumZERERERP6tQgUWffoA584Br70mac+aNAE2bwbq1NG6ZkRERERE/q1CBRYAMGyYLERERERE5D4VZowFERERERF5DgMLIiIiIiJyGQMLIiIiIiJyGQMLIiIiIiJyGQMLIiIiIiJyGQMLIiIiIiJyGQMLIiIiIiJyGQMLIiIiIiJyGQMLIiIiIiJyWYWbedsVhYWFAIAzZ85oXBMiIiIissV4nWa8biPvYWDhhKysLABAmzZtNK4JEREREZUkKysLtWvX1roaFYpOKaW0roS/yM/Px4EDBxAVFYVKlTzfiywnJwfx8fFIS0tDlSpVPH488g6e1/KH57R84nktf3hOy6ei57WwsBBZWVlo3rw59HreQ/cmBhY+7PLly4iIiMClS5cQHh6udXXITXheyx+e0/KJ57X84Tktn3hefQcHbxMRERERkcsYWBARERERkcsYWPgwg8GA5ORkGAwGratCbsTzWv7wnJZPPK/lD89p+cTz6js4xoKIiIiIiFzGFgsiIiIiInIZAwsiIiIiInIZAwsiIiIiInIZAwuNzZ07F/Xq1UNwcDBatmyJ7du3l1h+27ZtaNmyJYKDg1G/fn3Mnz/fSzUlRzlzTtetW4du3bohMjIS4eHhaNeuHf797397sbbkKGf/Vo127twJvV6Pu+++27MVJKc5e07z8vIwYcIE1KlTBwaDAbfddhs+/vhjL9WWHOXseV2+fDmaNWuG0NBQ1KpVC4MGDcK5c+e8VFsqzXfffYeHH34Y0dHR0Ol02LBhQ6mv4bWShhRp5rPPPlOBgYFq4cKFKi0tTY0YMUKFhYWpkydP2ix/7NgxFRoaqkaMGKHS0tLUwoULVWBgoFqzZo2Xa072OHtOR4wYod5++231ww8/qN9++02NHz9eBQYGqh9//NHLNaeSOHtejS5evKjq16+vEhISVLNmzbxTWXJIWc5pjx49VNu2bVVqaqo6fvy42rNnj9q5c6cXa02lcfa8bt++XVWqVEnNmjVLHTt2TG3fvl01btxYPfroo16uOdmzefNmNWHCBLV27VoFQK1fv77E8rxW0hYDCw21adNGDR061GrbnXfeqZKSkmyWf+mll9Sdd95pte3ZZ59V99xzj8fqSM5x9pzaEh8fr1599VV3V41cUNbz2qdPHzVx4kSVnJzMwMLHOHtO//Wvf6mIiAh17tw5b1SPysjZ8zpt2jRVv359q22zZ89WsbGxHqsjlZ0jgQWvlbTFrlAauXHjBvbv34+EhASr7QkJCdi1a5fN1+zevbtY+e7du2Pfvn24efOmx+pKjinLOS2qsLAQOTk5uPXWWz1RRSqDsp7XxYsX4+jRo0hOTvZ0FclJZTmnGzduRKtWrfDOO+8gJiYGd9xxB8aOHYvr1697o8rkgLKc1/bt2yMjIwObN2+GUgpZWVlYs2YNHnroIW9UmTyA10ra0mtdgYoqOzsbBQUFiIqKstoeFRWFzMxMm6/JzMy0WT4/Px/Z2dmoVauWx+pLpSvLOS1q+vTpuHr1Knr37u2JKlIZlOW8HjlyBElJSdi+fTv0en7N+pqynNNjx45hx44dCA4Oxvr165GdnY1hw4bh/PnzHGfhI8pyXtu3b4/ly5ejT58+yM3NRX5+Pnr06IH333/fG1UmD+C1krbYYqExnU5n9VgpVWxbaeVtbSftOHtOjVauXInJkydj1apVqFGjhqeqR2Xk6HktKChA37598eqrr+KOO+7wVvWoDJz5Wy0sLIROp8Py5cvRpk0bPPjgg5gxYwaWLFnCVgsf48x5TUtLwwsvvIBJkyZh//79+Oqrr3D8+HEMHTrUG1UlD+G1knZ4K00j1atXR0BAQLG7KGfPni0WaRvVrFnTZnm9Xo9q1ap5rK7kmLKcU6NVq1Zh8ODBWL16Nbp27erJapKTnD2vOTk52LdvHw4cOIDhw4cDkItSpRT0ej1SUlJw3333eaXuZFtZ/lZr1aqFmJgYREREmLY1atQISilkZGSgQYMGHq0zla4s53XKlCno0KEDXnzxRQBA06ZNERYWho4dO+KNN97g3W0/xGslbbHFQiNBQUFo2bIlUlNTrbanpqaiffv2Nl/Trl27YuVTUlLQqlUrBAYGeqyu5JiynFNAWioGDhyIFStWsF+vD3L2vIaHh+Pnn3/GwYMHTcvQoUPRsGFDHDx4EG3btvVW1cmOsvytdujQAadPn8aVK1dM23777TdUqlQJsbGxHq0vOaYs5/XatWuoVMn6UiggIACA+S43+RdeK2lMo0HjpMxp8RYtWqTS0tLUyJEjVVhYmDpx4oRSSqmkpCTVv39/U3ljCrVRo0aptLQ0tWjRIqZQ8zHOntMVK1YovV6v5syZo86cOWNaLl68qNVbIBucPa9FMSuU73H2nObk5KjY2FjVq1cv9csvv6ht27apBg0aqCFDhmj1FsgGZ8/r4sWLlV6vV3PnzlVHjx5VO3bsUK1atVJt2rTR6i1QETk5OerAgQPqwIEDCoCaMWOGOnDggCmFMK+VfAsDC43NmTNH1alTRwUFBakWLVqobdu2mZ4bMGCA6tSpk1X5rVu3qubNm6ugoCBVt25dNW/ePC/XmErjzDnt1KmTAlBsGTBggPcrTiVy9m/VEgML3+TsOT18+LDq2rWrCgkJUbGxsWr06NHq2rVrXq41lcbZ8zp79mwVHx+vQkJCVK1atVS/fv1URkaGl2tN9mzZsqXE/5O8VvItOqXY1kdERERERK7hGAsiIiIiInIZAwsiIiIiInIZAwsiIiIiInIZAwsiIiIiInIZAwsiIiIiInIZAwsiIiIiInIZAwsiIiIiInIZAwsiIiIiInIZAwsi8luTJ0+GTqczLffff3+xMj/88INVGZ1Oh9zcXLfWY+vWraZ9Dxw4sMz7qVu3rmk/ZbVhwwZMnjwZkydPxokTJ4o9b9x/3bp1y3wMTzpx4oSpjp07d/bacWfOnGn63Ipy1/klIirv9FpXgIjIXb799lscOnQITZo0MW2bPXu2hjXyvg0bNmDp0qUAgM6dO/tsAOFrZs6ciZMnTwKAzeCCiIhKxxYLIipXPvjgA9N6VlYWVq9erWFtfI9SCkopm60ZRERErmBgQUTlQr169QAAy5Ytw8WLFwEAH374IW7cuGF6zp61a9eia9euuPXWWxEUFITo6Gj06dMHP/74Y7Gy27dvR/v27RESEoJatWphzJgxuHbtms39du7c2dSFxvJC3rIL15IlS0qsW25uLgYNGoS7774bkZGRCAoKQlhYGJo2bYpJkybh6tWrAMxdiIytFQDQpUsX03G2bt0KwH5XqJycHLzyyito0qQJQkNDERISgsaNG2PixIm4fPmyVVnLLlu//fYb/v73vyMiIgKRkZHo06cPzp49W+J7Mjp06BC6d++O0NBQVKtWDYMHD8a5c+fslj979izGjBmDO++8EyEhIQgLC0Pr1q3x4YcfQillKle0O1VKSgratm2LkJAQ1KxZEyNHjsT169cBAEuWLIFOpzO1Vlh+Rva6pG3YsAEtW7ZESEgIGjRogPfee8/q+EREFZYiIvJTycnJCoACoEaPHq1q1aqlAKjp06erGzduqOjoaAVATZs2zVQOgLp+/bppH2PGjLF6znIJDAxU69evN5XdtWuXCgoKKlYuJibGtD5gwABT+U6dOpm2Hz9+3Ga9Fy9ebNpep04d03ajCxcu2K0fAJWQkKCUUur48eMlltuyZYtSSpke16lTx3SMP//8UzVs2NDuaxs2bKiys7Nt1rNq1ap261SSo0ePqoiIiBI/y06dOlmVN55fW8v//d//mcpafha33nqrCggIKFb+wQcfVEoptXjx4hI/N6WU2rJli+lxVFSUzXIrVqwo9T0TEZV3bLEgonIhMDAQzz77LABgzpw5WL16NU6fPo3Q0FAMHjzY5mv27t2L6dOnAwBuueUWfPvtt7h8+TLef/99AMDNmzfx9NNPm+5uJyUl4caNGwCAIUOG4Pz58zh06BBCQ0M99r5CQkKwfPlyHD16FDk5Obhx4wZ+//133H333QCAlJQU/Pzzz6hbty6UUhgwYIDptVu2bDF1fSppIHRycjJ+/fVXAEBCQgIyMjJw6tQpdO3aFQDw66+/YtKkSTZf26xZM6Snp+O///0vatSoYapTZmZmie/r1VdfxaVLlwAADz30EDIzM3HixAnExcXZLD9ixAicOXMGer0eq1evxrVr15CVlYXHHnsMAPDZZ5/hyy+/LPa68+fPY9KkSbh06RJ27dqF6tWrAwA2b96Mf//73xg4cCCUUqhTp47pNcbPTNlohcjKysKMGTNw6dIl0+8JAKuWIiKiioqBBRGVG0OHDkVQUBCOHTuGF154AQDQr18/VK1a1Wb5zz//3LQ+aNAgdOnSBVWqVMHw4cPRrFkzAEB2djZ27dqFa9euYefOnQCkq8z06dNRtWpVNG7cGGPHjvXYezIYDMjNzcWAAQNQu3ZtBAcH4/bbb8fBgwdNZdLS0lw6huXnMG3aNMTExCA6OhrTpk0zbd+4caPN186aNQuxsbFo2LAhOnbsaNpe2hiOlJQU0/rUqVMRFRWFOnXq4NVXXy1WNjc3F1999RUAID8/H4899hhCQ0MRFRVlNYbGWMZSdHQ0XnnlFYSHh6Ndu3Z4+umnbdbBUc2bN8eoUaMQHh5ulSGKY1aIiBhYEFE5EhUVZbqDbeyrP3z4cLvls7KyTOuWd6wBWI1ByMrKwoULF1BQUAAAiIiIQHh4uN3X2mJ59zs/P7/U8kbTp0/H4MGDsWPHDly4cAGFhYXFyhhbVMrK3udQ9DOwpVGjRqb1sLAw03ppKX2zs7NN65atFLY+y3Pnzjn0mVnu06h27dpWYyUs9+/oWBBLZX2/REQVAQMLIipXjC0VANCpUyc0bdrUbtmoqCjTuuXgXcD6DnRUVBSqVq2KSpXkK/PSpUtWA5qLvtYoODjYtG45wPv3338v5V2YLVu2zLQ+a9YsXLt2DUopJCYm2ixfljkw7H0ORT8DWwIDA8t0bGOXJABIT0+3eXyjatWqQa+X7OhVqlRBXl6eVXcl47JixYpir01PT7cK6iz3b+y65Uzdy/p+iYgqAgYWRFSutGnTBsOGDcMjjzyCCRMmlFi2R48epvUlS5Zg27ZtuHLlCubOnYv//Oc/AOQCuH379ggNDcW9994LQFofxo4diwsXLiAtLQ3vvvuuzf1b3vH/4osvAAA7d+7Ehg0bHH4/xgtqAKhcuTJ0Oh0+//xzm+MJALkIN/rpp59stnAUZfk5jBs3DqdPn8aZM2cwbtw4m2XcISEhwbQ+fvx4ZGVl4Y8//kBycnKxssHBwfjrX/8KQLJXPfXUUzhx4gRu3ryJ9PR0LF26FB06dMB3331X7LWnTp3Cm2++icuXL+P777/HwoULbdbB8nOz7GZGRERO8P54cSIi97DMrjRu3LgSy8Iig49lVqiRI0fazQik1+vVmjVrTGXtZYWKjIy0mRVqx44dVuXCw8MVABUWFuZwVqipU6cWO16lSpXUbbfdZnMfa9eutZvdyPJzsMwKdfbsWdWgQQO7n0ODBg3Un3/+WWI9lVJqwIABxbJQ2WMvK5TlZ2mZFerYsWNWGaNsLcZjWmaFioyMVIGBgcXKPvDAA6qwsNC0/+eff75YGePxLbNCWZ5fe58nEVFFxRYLIqrQ3nvvPaxatQpdunTBLbfcAr1ej5o1a6JXr17YtWsXevbsaSrbrl07pKam4p577oHBYECNGjUwfPhwLFq0yOa+O3TogOXLlyM+Ph4GgwGRkZGYOnUqRo0a5XD9xo4di9deew1169aFwWBAs2bNsH79elPrSVGJiYlITk5G3bp1rVo7ShIZGYm9e/fi5ZdfRnx8PIKDg2EwGNCoUSOMHz8ee/futeq65A7169fH9u3b0a1bN4SEhKBq1aro378/Nm3aZLN8vXr1cPDgQbz00kumOoaEhKB+/fp4+OGHMW/ePLRo0aLY6+Lj45GSkoJ27dqZztmIESOwZs0aq65MkydPRr9+/RAVFcUuTkREZaRTirP6EBFR+XHixAnTpIidOnUyTQ5IRESexRYLIiIiIiJyGQMLIiIiIiJyGbtCERERERGRy9hiQURERERELmNgQURERERELmNgQURERERELmNgQURERERELmNgQURERERELmNgQURERERELmNgQURERERELmNgQURERERELmNgQURERERELvt/hT4FCafoM+UAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "AtomNumber = 1.00 * 1e7\n", "BField = 1.4 * u.G\n", @@ -424,10 +588,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "id": "6c81d9da", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "AtomNumber = 1.00 * 1e7\n", "BField = 1.4 * u.G\n", @@ -498,10 +673,31 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "id": "7b8191f2", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "Power = 40*u.W\n", "Wavelength = 1.064*u.um\n", @@ -519,8 +715,11 @@ " 'theta': 0.75, # gravity tilt angle in degrees\n", " 'tilt_axis': [1, 0, 0], # lab space coordinates are rotated about x-axis in reference frame of beam\n", " 'astigmatism': True,\n", - " 'disp_foci': 2.5*u.mm, #0.9 * z_R(w_0 = np.asarray([30]), lamb = 1.064)[0]*u.um, # difference in position of the foci along the propagation direction (Astigmatism)\n", - " 'extract_trap_frequencies': False\n", + " 'foci_disp_single': 2.5*u.mm, #0.9 * z_R(w_0 = np.asarray([30]), lamb = 1.064)[0]*u.um, # difference in position of the foci along the propagation direction\n", + " 'foci_disp_crossed': [2.5*u.mm, 1.5*u.mm], # astigmatism of each of the two beams in the cODT\n", + " 'foci_shift': [0.0*u.mm, 0.0*u.mm],\n", + " 'beam_disp': [[0.0, 0.0, 0.0]*u.mm, [0, 0, 0.03]*u.mm],\n", + " 'extract_trap_frequencies': False # Flag to extract trap frequencies by fitting the computed potential\n", "}\n", "\n", "modulation_depth = np.arange(0, 1.1, 0.1)\n", @@ -596,10 +795,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "id": "3950f1b5", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Particle Density = 1.87E+12 1 / cm3\n", + "Elastic Collision Rate = 37.24 1 / s\n", + "PSD = 2.50E-05 \n" + ] + } + ], "source": [ "Power = 9.5*u.W\n", "Wavelength = 1.064*u.um\n", @@ -607,6 +816,7 @@ "\n", "NCount = 11000\n", "AtomNumber = calculateAtomNumber(NCount, pixel_size = 3.45 * u.um, magnification = 0.5, eta = 0.5)\n", + "#AtomNumber = calculateAtomNumber(NCount, pixel_size = 5.86 * u.um, magnification = 0.5, eta = 0.5)\n", "\n", "BField = 3.75 * u.G\n", "modulation_depth = 0.00\n", @@ -634,10 +844,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "id": "b11b6aae", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "Gamma_elastic = [96.01, 82.53, 102.95, 143.5, 110.92, 471.77, 908.46]\n", "PSD = [8.95e-05, 4.19e-04, 2.94e-04, 2.17e-04, 8.98e-04, 5.52e-04, 6.10e-04]\n", @@ -669,10 +890,31 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 40, "id": "f17a4d01", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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q/TRv3lwcPXpU5OTkiNu3b4tFixaJ7OxsIUTNzrHLzMwUVlZWAig+L6LE559/Xq5tWFiYetvgwYNFdHS0UCgU4sCBA+rzfzp37qzxe61pjx0A8eabb4qkpCSRmpoq7t69K4QQYuvWreLSpUsiLS1NKJVKkZSUJKZMmaJ+ztdff13hcXriiSfE3bt3RVJSkhg5cqR6+4QJE6qNuXRMFZ0D+MQTT6gf//zzz4UQ/98LAUDMnTtXpKamipycHLF06VL19nfeeUe9j9I9dk8++aRITEwU0dHRolu3burtc+bMUbfX9By7khwfPHggTp06pT6PydzcvEzPjSbHqqpbVd+YK5OamiqaNm2q3sf27dvLPJ6WliZCQkLKvZabm5v4/vvvtfo9L93DU3IbMGCASEtLU7dRqVTC09OzzGcpOztb/Pjjj2We9+mnn1b5Wo/TY1f69ttvv5Xbd0167IQQ4uTJk+r2zz33XJnHOnfuLAAIuVxe7YhMVaMEpW+l86uMSqUSvXr1EgDEkiVLyu3/cXvsPvjgAwFADBo0SAhR9n3WtMeu9N/Eym6anLtc2TGu6FaR0rmX/p1YvXp1mXaNGjVSP3bq1KkqY6rJfi5duiSaNGlSLua2bduKY8eOVfs+CFH9OculP9eVjcBNnz5d3W7YsGGioKCg0terzR47g7vyREXylEVoPW+v9k/ctr/6NjV0ZcFAne37cZw4cQIPHjwAUHx+RZcuXcq1ycvLw5EjRzB27Fhs3bpVvX3VqlXo1asXAMDf31+r80sqYmNjgwkTJmD16tW4evUqzp8/j06dOmH9+vUAyn7D37Ztm/p5//zzT4XnhJw7dw4pKSlwdnZ+rLhKa9q0KVasWKFebdzR0REA4OTkhA8++ED9mo8uOlnZbMlPPvkEjRs3BgB8/vnn2L59OwAgNDS01mIG/v+bY+njt2TJEixZsqRc23/++QfLli0rt33FihVwc3MDUHye5qBBg9SxVrSfqpiYmGDlypVwcHCAs7MzAgICEB4ejvz8fCQlJcHd3V2r/dWW+Ph4DB06VD3T9IMPPsCIESPUj+fm5mLs2LEVnrOTkZGBkydPYvDgwdVe27Eq+/fvx+DBg3Hw4EFYWVlBIpFgyZIl6nPZZs2ahVmzZpV7Xsn5ebq2bNkyhISEVPh7VXLuqqaCgoLQtm1bXL58GVu2bMHKlSvVvTIl5xArFAo8fPiwzj4T3377LY4dO4bOnTvXem9hREQEli5dCltb28eaSfzo35cff/wRzz77LH777Te88sorAIB3330Xzz//vF6uCPHoZ6D0fW16sTTZz40bN/Dkk08iNja23PMTEhJw6NAhBAUF6eyqUiXmzJmjHt3q378//vrrL5iZmen0NUtwKLaBqmjyRG0sE5KUlKRRu5SUFAAoswxD6W7y2jJt2jT1z+vXr8eFCxdw+fJlAMCkSZPUVxjRNO6aDBNWpWPHjuX+UJ45cwbBwcHYuXMnEhISKlxJvPRwWmm+vr4V/pyWlqa+1F1NKJVKXL9+XX2/SZMmADR730qO9aMqizU5OVnr+Nzd3eHg4KC+X/oE8uqG8x+d+FLV7dFlOqoSGRmJoKAgXLx4EQCwaNEiLFq0qEyb1atXq4u6J554Anfv3kV2djY+++wz5OfnY/369Zg+fbrGrzl9+nQIIZCRkYG///5bfd3Is2fPlvmP//nnn8e2bdsQFBQECwsLODk5YeTIkQgODla3KX1MqlP6P8jCwsJq2zdv3hze3t4AgAsXLiA4OLhGx70iJb/zubm52LRpE4DiYe6S4trFxUX9haIya9eu1ejzcPjw4WrjmTt3LoDiCSsRERE4d+5cmb8jsbGxOHfuXI1+Pz/66CMUFhZi8uTJSEpKwrlz58osrZGeno5z585VuwxVycQAoHjyxrRp02BlZYVp06apJ8Q9ePBAPdGnMlOmTKlwEpmvr2+59646pY/Ro/FnZGRU2K429vP++++ri7qpU6ciLS0NycnJGDt2LFJSUjBv3jx89dVX1cZfWlRUVJncq5t88emnn2Lp0qUAgB49emD79u0wNzfX6jUfS7V9eg2MsQzFVjd1XoiaDcXu27dPvb1kaOBRpYfGSneFHzlypNJYSp/oqu1yJ+3bt1cPbZWcRA1AXLp0Sd2mZDgDpYZLqoq7OtpMnnjUm2++qX782WefFSkpKUIIIf773/9W+LzSx2nv3r3q7Tdu3FBvd3R0rDbm0vE+ery//vpr9WM2Njbi4cOHQgghevToUe2QSOn3rfRQ7I0bN9Tb9+7dq97eqVMn9fbSw8/aLHdS1Wf3UboYij1y5IhwcHAQQPHEgHXr1lXY7pVXXlHve/ny5ertWVlZ6u1mZmY1nohV+vM+ffr0Ktvm5eWph59kMplITk6usv3vv/+u3nfp4fa///5bvb2qyRN3794Vfn5+6m2tWrUSCQkJQojHW9rn4cOHwsLCQgAQPXv2FA8ePBD+/v7q1/nkk0+q3UdtDsVq+tkqmZCkzVBsdSfbl9y2bt1aZYwRERHqtg4ODmUeKz2hprrPxKMeZ/JE6QlbpSc9lP59dXNzq3af2u6n9JIx586dU2/fuXOnevuAAQOqfd2q/p5WtdxJ6ckegYGBGg2dCsHJE1qTSCSwlJlqdTM31f452tzq6yXPevToof72FxoaiuXLlyM1NRUKhQLXr1/H0qVL0bRpU3X7MWPGqH9+5ZVXcOLECeTl5SE6OhqfffYZcnJyABQPTZaIi4ur9IT8ipRMokhKSsLKlSsBAN26dSvTQzhq1Cj1z59//jl27dqFnJwcZGdn4/Tp03jjjTfKxKpLpqb/f4aDubk5LCwscPHiRXz99dfVPnf+/PmIjo7GgwcP8O6776q3h4SEaB1HYWEhbt++jQ8//BBvv/12mdcomUgxevRo9fbXXnsN4eHhUCgUSE1NxZ49ezBu3LhKh1XfffddJCUlITY2FvPnz68w1tLH/fLly1CpVFrnUdc2bdqEkJAQpKenw87ODv/88w8mTZpUYduSXquS50VHRyM3NxfffvuterudnZ369730wqall/X57bffsHz5cly+fFk9GWX//v3466+/1G1K/95duXIFmzZtUk/OuXz5MsaNG4e7d+8CAF5++eUyvTgVKX26woEDB5CXl4eMjAx88skn1b9JABo3bowjR47A398fAHDt2jX06dMH9+/fV7cpvfC3pktmlD7F4vjx4+jRowfu3LkDoHjCznvvvafRfvRFpVIhNTUVKSkp6r9/QPEQckpKClJSUqBQKGq079LvZ+ne5w4dOqBTp04Ainv5Vq1ahZycHKxatUrdy9WhQ4dqPxOPKukNr8mC7E8//bR6EsOmTZuwf/9+pKSkYM6cOeo2pZflqSw3bfdT+nfyxx9/RHp6Oh48eFBmRKv06EBtWr9+PV5//XUAQEBAAPbu3ftYp2HUmEalZANiLMudVHYr/c2iJj12QgixY8cO9YSDym4l0tLSRLt27ar9FiuEEG3bti33eMlJ21XFU3oZhJLbzz//XO79mTt37mN/Oy/xOD12J0+erHAxzebNm1f4vNLHycvLq9zzbG1tNVqupbrPRkULFOfn54u+fftW+bzSJ9aX7rGrKNZGjRqpeyiFEGLz5s1Vfn5K7j9Oj11tK51jdZ//xMRE4eHhUWXbjz/+WP17Xtlnp7rf7datW5f5pr5169YqP+c5OTnV5llYWChatWqlfp6FhYUwNTVVT1h69HemsgWK7927V+az7e/vL6Kiomo0eaLEiRMnyuXl4+MjkpKSNN6HLlU1eaJ0zpXdqprIUNXkicomtghR3GtnZ2dX4etZWlqKkydPVptXbU6eEEK7hYWryk2b/ezfv7/KBYplMpk4fvx4te9F6edo2mNXuge7ohuXOyG9GT58OMLDw/H888+rL0dmZ2eHVq1a4fnnn8fGjRvVbR0cHHD69GksWbIEgYGBsLa2hkwmg4+PD8aNG1fmvIL169ejb9++Wn+DKf0NvuR+yeKUpX366afYtWsXhg4dChcXF5iamsLFxQWdOnXCW2+9pfUJ/TUVFBSEP//8E+3atYO5uTl8fX3x6aeflumBq8y2bdvwwgsvwNHRERYWFujXrx+OHj2KZs2aaRWDRCKBTCaDi4sLAgMD8frrr+PixYtlFtcFALlcjn379uGbb75BUFAQbG1tIZPJ0KhRI/Tu3RuLFi2qdMHZEydOYMyYMbCxsYG1tTVGjRqFY8eOlemlGzNmDObNmwcfH58yPZmGws3NDefOncPrr7+OFi1awNzcHFKpFC4uLhg4cCA2btyo/gZfleDgYDz11FPw9/eHjY0NpFIpHB0d0b17d3z22Wc4c+ZMmd+bpk2bYujQoerLidnY2KBr16745ptvsG/fPvW5p1WRSqXYuXMnhgwZAnt7e5ibm2PcuHHYvXu3Vu+Bl5cXjhw5glatWgEA7ty5g+DgYMTExKgnYgFA165dNd5n9+7d1csYAYCHhwf2798PV1dXrWIzJh06dEBYWBiee+45uLm5wdTUFG5ubnjmmWdw7tw5BAUF1XlMzz77LA4ePIjBgwfD3t4eMpkMzZo1wwcffIBDhw7BwsKi1vfTv39/HD9+HOPHj4e3tzfMzMzUl/mbMGECTp06hR49eugkX6HFRCFdkoj6Ekktyc/PR1RUFBo3blzjkxWLiooQERGBjh076mzmjEqlQmZmJmxtbfUyS0lfjDVvoPLc+/btq14xPioqqn5ee/Bffn5+iImJAaD5HzEec+PLvSTvr776CgsXLoSfnx8iIiL0dmWbumSsxxww3txrI+/qapfMzEzY2dkhIyOj2s4R43nniYioTu3ZswdmZmbYtGmTURR1RPWB4Y2NEBFRvXD69Gmj6rkhqg9Y2BHpmSZradUXNZkdR0REdYdfpYiIiIgMBAs7IiIiIgPBwo6IiIjIQBhsYWdgq7gQERGRgarNmsXgCjszMzMAxReQJiIiIqrvcnJyIJFI1DXM4zC4WbFSqRT29vZITk4GAFhaWmp9XdaioiIAxQsG6nKB4oKCAuTn5xvVcgDGmjdgvLkba96A8eZurHkDzN0Yc69p3kIIFBYWIjMzE5mZmbC3t6+VmsPgCjsAcHd3BwB1cactlUqFlJQUREdH6+zDKYRAXl4eLCwstC48GzJjzRsw3tyNNW/AeHM31rwB5m6MuT9u3lKpFB4eHrCzs6uVeAzukmKlFRUVQalUav287OxsdO7cGefOnYO1tbUOIgOUSiWOHj2K3r1710rXa0NhrHkDxpu7seYNGG/uxpo3wNyNMffHydvU1BRSqbTaglCbS4oZZI9dCalUWqNuzYKCAsTExEAmk9X4erPVkUqlKCwshLm5uVH9Ahhr3oDx5m6seQPGm7ux5g0wd2PMvb7lbTyD4EREREQGjoUdERERkYFgYUdERERkIFjYERERERkIFnZEREREBqJBFXaLFy9G9+7dYWlpCXt7+wrbxMbGYvjw4bCysoKzszNmzZqFgoKCug2UiIiISA8a1HInBQUFGDduHIKCgrB69epyjxcVFWHYsGFwcXHB8ePHkZqaismTJ0MIgW+++UYPERMRERHVnQZV2C1cuBAAsHbt2gofDw0NRWRkJOLi4uDp6QkAWLFiBaZMmYLFixdXu6gfERERUUPWoIZiq3Pq1CkEBASoizoAGDRoEBQKBcLDw/UYGREREZHuNageu+okJibCzc2tzDYHBwfIZDIkJiZW+jyFQgGFQqG+n5mZCaD4MiE1uSSZJkr2q6v911fGmjdgvLkba96A8eZurHkDzL30v8aiLvLWZt96L+wWLFigHmKtTFhYGDp37qzR/iq63poQosrrsC1ZsqTCGEJDQ2FpaanR69bUvn37dLr/+spY8waMN3djzRsw3tyNNW+AuRsjXeadm5urcVu9F3YzZ87EhAkTqmzj5+en0b7c3d1x5syZMtvS09OhVCrL9eSVNnfuXLz99tvq+5mZmfD29kZISIjOzstTKpXYt28fBg4cWC+uLVdXjDVvwHhzN9a8AePN3VjzBpi7MeZeF3mXjCRqQu+FnbOzM5ydnWtlX0FBQVi8eDESEhLg4eEBoLjXTS6XIzAwsNLnyeVyyOXyctvNzMx0/uGsi9eoj4w1b8B4czfWvAHjzd1Y8waYuzHmrsu8tdmv3gs7bcTGxiItLQ2xsbEoKirChQsXAABNmzaFtbU1QkJC0Lp1a0yaNAnLli1DWloa3nnnHUydOpUzYomIiMjgNajCbt68efjll1/U9zt27AgAOHToEPr27QupVIrdu3djxowZ6NGjBywsLDBx4kQsX75cXyETERER1ZkGVditXbu20jXsSvj4+GDXrl11ExARERFRPWJQ69gRERERGTMWdkREREQGgoUdERERkYFgYUdERERkIFjYERERERkIFnZEREREBoKFHREREZGBYGFHREREZCBY2BEREREZCBZ2RERERAaChR0RERGRgWBhR0RERGQgWNgRERERGQgWdkREREQGgoUdERERkYFgYUdERERkIFjYERERERkIFnZEREREBoKFHREREZGBYGFHREREZCBY2BEREREZCBZ2RERERAaChR0RERGRgWBhR0RERGQgWNgRERERGQgWdkREREQGgoUdERERkYFgYUdERERkIFjYERERERkIFnZEREREBoKFHREREZGBYGFHREREZCBY2BEREREZCBZ2RERERAaChR0RERGRgWBhR0RERGQgWNgRERERGQgWdkREREQGgoUdERERkYFoMIVddHQ0XnrpJTRu3BgWFhbw9/fH/PnzUVBQUKZdbGwshg8fDisrKzg7O2PWrFnl2hAREREZIlN9B6Cp69evQ6VS4ccff0TTpk1x5coVTJ06FTk5OVi+fDkAoKioCMOGDYOLiwuOHz+O1NRUTJ48GUIIfPPNN3rOgIiIiEi3GkxhN3jwYAwePFh9v0mTJrhx4wa+//57dWEXGhqKyMhIxMXFwdPTEwCwYsUKTJkyBYsXL4atra1eYiciIiKqCw2msKtIRkYGHB0d1fdPnTqFgIAAdVEHAIMGDYJCoUB4eDiCg4Mr3I9CoYBCoVDfz8zMBAAolUoolUqdxF6yX13tv74y1rwB483dWPMGjDd3Y80bYO6l/zUWdZG3NvuWCCGEziLRoTt37qBTp05YsWIFXn75ZQDAtGnTEB0djdDQ0DJt5XI51q5di2eeeabCfS1YsAALFy4st33Dhg2wtLSs/eCJiIiINJSbm4uJEyciIyOj2tFHvffYVVZUlRYWFobOnTur78fHx2Pw4MEYN26cuqgrIZFIyj1fCFHh9hJz587F22+/rb6fmZkJb29vhISE6Gz4VqlUYt++fRg4cCDMzMx08hr1kbHmDRhv7saaN2C8uRtr3gBzN8bc6yLvkpFETei9sJs5cyYmTJhQZRs/Pz/1z/Hx8QgODkZQUBBWrVpVpp27uzvOnDlTZlt6ejqUSiXc3Nwq3b9cLodcLi+33czMTOcfzrp4jfrIWPMGjDd3Y80bMN7cjTVvgLkbY+66zFub/eq9sHN2doazs7NGbe/fv4/g4GAEBgZizZo1MDEpu1pLUFAQFi9ejISEBHh4eAAonlAhl8sRGBhY67ETERER1Sd6L+w0FR8fj759+8LHxwfLly/HgwcP1I+5u7sDAEJCQtC6dWtMmjQJy5YtQ1paGt555x1MnTqVM2KJiIjI4DWYwi40NBS3b9/G7du30ahRozKPlcz/kEql2L17N2bMmIEePXrAwsICEydOVC+HQkRERFSbVCqBzHp0HYQGU9hNmTIFU6ZMqbadj48Pdu3apfuAiIiIyKiFx6Rh4Y6rSE2XYtwIgfpwZmGDKeyIiIiI6oP4h3n47O/r2HExHgAgNwFuJmWjnY9jNc/UPRZ2RERERBrILSjED0fuYtXRO8hXqiCRAE918kI7xKCVh42+wwPAwo6IiIioSiqVwI6L8fjs7+tIzMwHADzh54h5w1ujhasl9uyJ0XOE/4+FHREREVElLsY9xIKdVxER+xAA4GVvgfeHtsLQtu6QSCT17hJqLOyIiIiIHvEgS4Fle69j07l7AABLmRSvBTfFSz0bw9xMqufoKsfCjoiIiOhfyiIVfjkZjf/uv4UsRSEAYEwnL7w3uCXcbM31HF31WNgRERERATh26wEW7ozE7eRsAEBbLzssGNEGgb4Oeo5McyzsiIiIyKjFpuZi0e5IhEYmAQAcrWR4d1ALjOvsDamJRM/RaUerwq6wsBBbtmzB7t27cfr0aSQkJAAovqRXt27dMGzYMIwdOxampqwXiYiIqH7LLSjE94fv4Mejd1FQqILURILng3zx5oDmsLOoD8sNa0+jCqyoqAhff/01li1bhqSk4mq25DJeAHD79m3cuXMHv/32G1xdXfHee+/h9ddfh1Raf08uJCIiIuMkhMDuywn4dPc1xGcUL1/S3d8JC0a0QXO3+rEeXU1pVNi1bdsWN27cUBdzEokEfn5+cHFxAQA8ePAAMTExEEIgKSkJs2fPxqpVqxAZGam7yImIiIi0dC0hEwt2XMWZqDQAxcuXfPRkKwxqU7x8SUOnUWF3/fp1yGQyDB8+HM8++yz69OkDB4eyJxKmp6fjyJEj+O2337Bz507cuHFDJwETERERaethbgG+2HcTv56OgUoAclMTvNrXH6/09oeFzHBGGDUq7GbMmIG5c+fCy8ur0jYODg4YNWoURo0ahfv37+Ozzz6rtSCJiIiIaqJIJfBHWCyW772B9NzixYSHtnXH+0NboZGDpZ6jq30aFXbffvutxjt8+PAhvLy88M0339Q4KCIiIqLHdTHuIT7afgWX7mUAAJq7WWPB8Dbo3tRZz5Hpjokmjf7++2+NdpaRkYGBAwc+VkBEREREjyM9pwDvb72MUStP4NK9DNjITTHvydbYM6uXQRd1gIY9dmPHjsXOnTvRv3//SttkZ2cjJCQE58+fr7XgiIiIiDSlUglsOheHpf9cVw+7ju7ohblDW8LVpv5fNaI2aFTY5efnY+TIkdizZw969+5d7vGcnBwMHjwYYWFhBjGjhIiIiBqWK/cz8OG2K7gQ9xBA8bDrJyMD0LWJk34Dq2MaFXYmJibIy8vDk08+ib179yIoKEj9WG5uLoYNG4aTJ08CADw8PHQTKREREdEjMnKVWB56A7+eiYEQgJVMircGNsfk7n4wk2p0xplB0SjjVatWASgebh0yZAjCwsIAFPfkjRgxAkePHgUAuLm54cCBAzoKlYiIiKiYSiXw57k49FtxGOtPFxd1I9p74uA7ffFyryZGWdQBGvbYvfjii8jPz8fMmTORmZmJwYMHY9euXVi4cCEOHjwIAHBxccH+/fvRokULnQZMRERExi0yPhPztl/BuZh0AEBTV2t8PMKwZ7tqSuOLus6YMQMKhQKzZ89Geno6evbsqX7M0dER+/btQ5s2bXQSJBEREVFmvhJfhN7EulPRUAnAUibFG/2b4YUejSEzNc4eukdpXNgBwFtvvQWFQoH3339ffXkxBwcH7Nu3D+3atdNJgERERGTchBDYduE+Fu++jpRsBQBgWFsPfPhkK3jYWeg5uvpF46HY0hwdHZGWlgaJRAJ/f/8yixFLJBKsXr26dqMkIiIio3QjMQsfbb+Cs/9e27WJsxUWjmyDXs1c9BxZ/aRRYbd27dpyy5iU3A8PD0d4eHiZx1jYERER0ePIURTiq/038fOJaBSpBMzNTPB6v2Z4uVdjyE0N59qutU3jodiSodfqcB07IiIiqikhBEIjk7Bgx1UkZOQDAAa1ccO84W3gZc9h1+poVNjNnz9f13EQERGRkbuXnosFO65i/7VkAIC3owU+HhmA4Baueo6s4WBhR0RERHqlLFJh9fEo/Hf/LeQpi2AmlWBa7yaYGdwMFjIOu2pDq1mxRERERLUpLDoNH2y9jJtJ2QCAJxo7YvGoADRzs9FzZA2T1oXdozNkH8VZsURERFSd9JwCfPb3dWw8FwcAcLSS4f2hrTC2kxfP138MWhd2Fc2QLSGEYGFHRERElRJC4K/we/h0zzWk5yoBABO6eOO9wS3hYCXTc3QNX42GYjWdIUtERERU4lZSFj7Y9v9r0rVws8Hi0QHo7Oeo58gMh9aF3aFDh8rcLywsxO3bt/HFF18gISEBv/zyS60FR0RERA1fXkERvjl4C6uO3kWhSsDCTIo3BzTDiz0bw0zKS4HVJq0Luz59+pTb1r9/fwwfPhw+Pj7Yv38/Ro8eXSvBERERUcN26HoyPtp+BffS8wAAA1q5YcGI1mjkYKnnyAxTrc2KdXd3h4WFBbZs2YLvvvuutnZLREREDVBCRh4+3hmJv68kAgA87cyxYEQbhLRx13Nkhk3rwm7dunVl7gshkJubi7///hs5OTkwMWGXKhERkbEqLFJh3ZkofBF6AzkFRZCaSPBSz8Z4o38zWMm5ypquaf0OT5kypdJZsRKJBB06dHjcmIiIiKgBis4CxvxwBtcSswAAnXzssXh0W7TysNVzZMajVmfFOjs746uvvnqceIiIiKiBychTYunfkfj9ihQCWbCzMMOcIS0xvrM3TEy4Jl1d0rqwq+jyYubm5vDz88PQoUNhY8OVoomIiIyBEAI7Lsbjk13XkJKtACDB6A4e+ODJNnC2lus7PKNUK4VdXRkxYgQuXLiA5ORkODg4YMCAAVi6dCk8PT3VbWJjY/Haa6/h4MGDsLCwwMSJE7F8+XLIZFz0kIiIqLbcfZCNj7ZfwYnbqQCAJs6WGOqahTfGtoWZmZmeozNeDWqmQ3BwMDZt2oQbN25g8+bNuHPnDp566in140VFRRg2bBhycnJw/Phx/PHHH9i8eTNmz56tx6iJiIgMh6KwCP/dfwuDvzqGE7dTITc1wTshzbHjte5oZscLGOibRoXdyJEjceHCBY13euHCBYwcObKmMVXqrbfeQrdu3eDr64vu3btjzpw5OH36NJTK4kuShIaGIjIyEr/++is6duyIAQMGYMWKFfjpp5+QmZlZ6/EQEREZk9N3UzHkv8fw5f6bKChSoXdzF4S+1Rsz+zWD3LRB9RUZLI2GYnfu3Ildu3bhiSeewHPPPYe+ffuiTZs2ZdpcuXIFR44cwW+//YYzZ87oJNjS0tLS8Ntvv6F79+7qLt9Tp04hICCgzNDsoEGDoFAoEB4ejuDg4Ar3pVAooFAo1PdLikClUqkuGmtbyX51tf/6yljzBow3d2PNGzDe3I01b8Bwc0/LKcDSvTexJSIeAOBsLcOHQ1tiaIAbJBJJmf8vDS336tRF3trsWyI0uPBrv379cPjw4TLLnJiamsLRsfjabmlpaSgsLATw/zNmg4ODceDAAa0C18R7772Hb7/9Frm5uejWrRt27doFJycnAMC0adMQHR2N0NDQMs+Ry+VYu3YtnnnmmQr3uWDBAixcuLDc9g0bNsDSkitjExGRcRICCHsgwbYYE+QUFtcAPdxUeNJHBUsuSVdncnNzMXHiRGRkZMDWtuqlYzQq7ABg8+bN+PTTTxEREVFlu/bt2+PDDz/E2LFjNQq2sqKqtLCwMHTu3BkAkJKSgrS0NMTExGDhwoWws7PDrl27IJFIMG3aNMTExGDv3r1lni+TybBu3TpMmDChwv1X1GPn7e2NlJSUat/AmlIqldi3bx8GDhxoVCeZGmvegPHmbqx5A8abu7HmDRhW7ncf5GDezkiciUoHALRws8YnI1qjo499he0NKXdt1EXemZmZcHZ21qiw07jeHjt2LMaOHYvTp09j9+7dOH36NBISEgAAHh4e6Nq1K4YNG4agoCCtgp05c2alBVcJPz8/9c/Ozs5wdnZG8+bN0apVK3h7e+P06dMICgqCu7t7uWHg9PR0KJVKuLm5Vbp/uVwOubz8tGwzMzOdfzjr4jXqI2PNGzDe3I01b8B4czfWvIGGnXu+sgjfH76D7w/fQUGRCuZmJnhzQHO81LMxzKTVn0fXkHN/HLrMW5v9at2R2q1bN3Tr1k3bp1WqpFCriZLOxpLetqCgICxevBgJCQnw8PAAUDyhQi6XIzAwsHYCJiIiMlAn76Tgw61XcDclBwDQp7kLFo0KgLcjT0tqKBrMCPnZs2dx9uxZ9OzZEw4ODrh79y7mzZsHf39/dS9hSEgIWrdujUmTJmHZsmVIS0vDO++8g6lTp+psSJWIiKihS8spwOLd17D5/D0AgIuNHPOHt8awth6VXkaU6qcGU9hZWFhgy5YtmD9/PnJycuDh4YHBgwfjjz/+UA+jSqVS7N69GzNmzECPHj3KLFBMREREZQkh8Gf4PXy65xoe5iohkQDPdfXFO4NawM7C+IZTDUGDKezatm2LgwcPVtvOx8cHu3btqoOIiIiIGq7bydn4YOtlnIlKAwC0dLfBp2PaopOPg54jo8fRYAo7IiIienz5yiKsPHwH3x++DWWRgLmZCd4a0Bwvajg5guo3FnZERERG4uTtFHyw7Qqi/p0cEdzCBR+P5OQIQ8LCjoiIyMClZiuwePc1bIm4DwBwtZFjwYg2GBLgzskRBoaFHRERkYESQuDPc/fw6d//PzliUrfiyRG25pwcYYg0KuxefPFFjXcokUiwevXqGgdEREREj+92chbe33oFZ/+dHNHKwxZLxrRFB297/QZGOqVRYbd27VqtumpZ2BEREelHvrII3x26jR+O3IGySMDCTIq3BzbHCz38YMrJEQZP46FYDS8py7F6IiIiPTl+KwUfbruM6NRcAEC/lq74eGQbNHLg5AhjoVFhd+jQIV3HQURERDWUkq3Aol2R2HYhHgDgZivHguFtMJiTI4yORoVdnz59dB0HERERaUmlEth0Lg5L/r6OjLziyRGTg/wwO6Q5bDg5wig91qzYBw8eIC8vr9x2Hx+fx9ktERERVeNWUhbe33oZYdHpAIDWHrb4lJMjjF6NCrulS5dixYoVSE1NLfeYRCJBYWHhYwdGRERE5eUri/Dtwdv48ej/T46YHdIcU7pzcgTVoLBbs2YN5s6dC4lEovGECiIiInp8x249wIfbriDm38kRA1q5YsEITo6g/6d1Yffzzz8DACwsLJCbmwuJRAIHBwekpaXB3t4e9vb2tR0jERGRUXuQpcCi3ZHY/u/kCHdbcywY0QaD2rhxcgSVoXWf7ZUrVyCRSLB//371tpSUFHz00UeQy+X4+++/azVAIiIiY6VSCfx+Nhb9VxzG9gvxkEiAKd39sO/t3pzxShXSurDLzs4GAHTs2FH9gVKpVPjPf/6DpKQkvPnmm7UaIBERkTG6kZiFp388hblbLiMzvxABXrbY/loPLBjRhjNeqVJaD8Xa2NggIyMDJiYmsLS0RG5uLs6ePQtra2sAwPHjx2s9SCIiImORV1CEbw7ewqqjd1GoErCUSTE7pAUmB/lycgRVS+vCztXVFRkZGUhNTYW/vz8uX76Mfv36wcSk+MNmZWVV60ESEREZgyM3H+CjbVcQm1Y8OWJgazcsHNEGnvYWeo6MGgqtC7u2bdvi5s2buHDhAkaOHIlLly5BoVBACAGJRIKhQ4fqIk4iIiKDlZyVj092XcPOi8WTIzzsSiZHuOs5MmpotC7sFi5ciOeeew4tWrRA7969cf78eezevRsSiQSDBg3C8uXLdREnERGRwVGpBDaei8OSPdeQmV8IEwkwpXtjvB3SHNbyx7qGABkprT81rVu3RuvWrdX3d+7ciYyMDJiamnIYloiISEO3k7Px/tbLOBuVBgAI8LLFktHt0LaRnZ4jo4asVr4O2NnxQ0hERKSJgkIVvj98B98duo2CIhWvHEG1SqPCrl+/fpBIJDhw4AD69etXZduSdkRERFTWueg0zN1yGbeSi5cO69PcBYtGBcDbkVeOoNqhUWF3+PBh9azXw4cPV7ogYskECiIiIvp/mflKLP37On47EwsAcLaWYd7wNhjezoP/b1Kt0ngotvR1YXmNWCIiIs38cyUB87ZfRXKWAgDwdOdGeH9oK9hbyvQcGRkijQq7qKioCn8mIiKiiiVk5GH+9qsIjUwCADR2tsLi0QHo7u+s58jIkGlU2Pn6+qp/Luky9vHx0U1EREREDZhKAL+eicWKfbeRrSiEqYkE0/v4Y2a/pjA3k+o7PDJwWs+K9fPzg4mJCQoLC8s91rhxY5iYmODOnTu1EhwREVFDEpWSg2+uSnE36zoAoIO3PT4b2xYt3W31HBkZixotd1LZOXYxMTE8CZSIiIxOkUpg9fG7WBF6E4pCCSxlUrw3uCWe6+YLqQn/X6S6o1Fhl5mZiYcPH5bZFhcXV6bAu3jxIgCoZ88SEREZg1tJWXjnr0u4GPcQANDCToUfXuqFxq7spaO6p1Fh9+WXX+Ljjz9W3xdCwM/Pr8K2Hh4etRIYERFRfaYsUmHV0bv47/5bKChSwUZuirlDmsMy8RIaOVjoOzwyUjVa7qSi+yVGjRr1WAERERHVd5HxmfjPXxdxNT4TABDcwgWfjmkLZ0tT7NlzSc/RkTHTqLDz8/NDnz59AABHjhyBRCJB79691Y9LJBI4OTmhe/fumDFjhm4iJSIi0rPCIhVWHr6Drw/cQqFKwM7CDPOHt8bojl6QSCRQKpX6DpGMnEaF3eTJkzF58mQA/38O3aFDh3QXFRERUT0TlZKDtzZewIV/z6Ub1MYNn4wKgKuNuX4DIypF61mxLOiIiMiYCCGw4WwsFu26hjxlEWzMTfHJyACM7ODJlSCo3tG6sCsZkk1OTkZ0dDTy8/PLtSk9TEtERNRQJWfm473Nl3DoxgMAQHd/Jywf1x6e9pwcQfWT1oXdgwcP8PzzzyM0NLTCxyUSSYWLFxMRETUke68mYs7mS0jPVUJmaoI5g1tiSnc/mHBdOqrHtC7sXn/9dezdu1cXsRAREeldvrIIn+65hnWnYgAAbTxt8dX4DmjmZqPnyIiqp3Vhd/DgQUgkEri4uKBXr16wsrLiOQZERGQQ7j7IxswNEYhMKF7G5JU+TTB7YAvITLn4PjUMWhd2BQUFAIBjx46hWbNmtR6QJhQKBbp27YqLFy8iIiICHTp0UD8WGxuL1157DQcPHoSFhQUmTpyI5cuXQyaT6SXWihQUqrAi9Ba8CvQdCRERldhy/h4+3HYFuQVFcLKSYcXT7dG3hau+wyLSitaFXXBwMHbs2AFra2tdxKORd999F56enurLmJUoKirCsGHD4OLiguPHjyM1NRWTJ0+GEALffPONnqIt77czMfjxWBRkJlKk2d/FK32awkIm1XdYRERGKV9ZhI+2XcGf4fcAAEFNnPDVhA5ws+UyJtTwaN23/Pnnn8Pe3h6TJk3C1atXUVRUpIu4KvX3338jNDQUy5cvL/dYaGgoIiMj8euvv6Jjx44YMGAAVqxYgZ9++gmZmZl1GmdV2nvbo30jOxSoJPjqwG30W3EYW87fg0pV8dU8iIhIN+LScjH2+5P4M/weTCTAWwOa49eXu7KoowZL68KuZcuWePjwIQ4dOoR27dpBJpNBKpWqb6amWncCaiwpKQlTp07F+vXrYWlpWe7xU6dOISAgAJ6enuptgwYNgkKhQHh4uM7i0lYnHwf8Oe0JTG5WBC97cyRk5OPtTRcx8rsTOHM3Vd/hEREZheO3UjDi2+O4Gp8JJysZfn25K94Y0AxSznqlBkzrKkwIoZ4sUdn1YnVBCIEpU6Zg+vTp6Ny5M6Kjo8u1SUxMhJubW5ltDg4OkMlkSExMrHTfCoUCCoVCfb+kd0+pVOrs8jCFhYXo5Czw5rgn8FtYAr4/eheX72dg/KrTCGntindDmsPXqXzx2tCVvJ/GeNkdY83dWPMGjDf3+p63EAI/HY/Gin23oBJAWy9bfPdMB3jYmT92zPU9d10y1tzrIm9t9i0RWlZnfn5+1c6CjYqK0nh/CxYswMKFC6tsExYWhpMnT2Ljxo04evQopFIpoqOj0bhx4zKTJ6ZNm4aYmJhyy7HIZDKsW7cOEyZM0CqGDRs2VNgzqAtZSuDvOBOcTJJAQAKpRKCXu8CgRipY6q4TlIjIqChVwIbbJjifWjxg1dVFhXFNVDDjpFeqx3JzczFx4kRkZGTA1ta2yrZaF3a1LSUlBSkpKVW28fPzw4QJE7Bz584yRWVRURGkUimeffZZ/PLLL5g3bx62b99eZlJFeno6HB0dcfDgQQQHB1e4/4p67Ly9vZGSklLtG1hTSqUS+/btw8CBA2FmZqbefispG5/tvYGjt4qHZO0tzDAzuAkmPuENM2nD/8tTWd7GwFhzN9a8AePNvb7mnZpTgBkbLuB87EOYmkjw4bCWmNilUa0u2VVfc68Lxpp7XeSdmZkJZ2dnjQo7vfcFOTs7w9nZudp2X3/9NRYtWqS+Hx8fj0GDBmHjxo3o2rUrACAoKAiLFy9GQkICPDw8ABRPqJDL5QgMDKx033K5HHK5vNx2MzMznX84H32N1o0csO6lbjh8Ixmf7rmGm0nZWLTnBjacvYc5Q1piYGs3g1g3sC7e2/rKWHM31rwB4829PuV9OzkbL64NQ2xaLmzNTfHDc4Ho3rT6/3tqqj7lXteMNXdd5q3NfmtU2GVkZODTTz/FP//8g9TUVNy7dw9LliyBUqnE5MmT4evrW5PdVsnHx6fM/ZLlVvz9/dGoUSMAQEhICFq3bo1JkyZh2bJlSEtLwzvvvIOpU6fqrOdNV/q2cEXPps7YeC4OX4TexN2UHExbH44n/Bzx3pCWCPR10HeIREQNwqk7qXhl/Tlk5hfC29ECa6Y8gaau+luyi0iXtC7ssrKy0KNHD1y7dq3MRIqIiAhs3rwZMpkMc+bMqfVANSGVSrF7927MmDEDPXr0KLNAcUNkKjXBs119MaK9J1YevoOfj0fhbHQaxn5/EoPauOE/g1ryjxMRURX+uZKAWb9fQEGRCp187PHT853hZF1+hIbIUGh90tann36KyMjIcjNip0yZAiFEnV1H1s/PD0KIMledAIp79nbt2oXc3Fykpqbim2++qXCYtSGxMTfDe4Nb4vB/+mJ8Z2+YSIC9V5Mw6KujmLvlMpIy8/UdIhFRvbMpLA4zfjuPgiIVhgS4Y8PUbizqyOBpXdht3boVEokES5cuLbO9W7duAIC7d+/WTmRUjoedBZY+1Q7/vNkbA1q5oUgl8PvZWPRZdgjL9l5HZr5xTTEnIqrMT0fv4t3Nl6ASwPjO3vh2YieYm/EKP2T4tC7sStaPmzlzZpntJee8JScnP35UVKXmbjb43+TO+HN6EAJ9HZCvVOG7Q3fQ5/NDWH08CorCur0aCBFRfSGEwBehN7B4zzUAwCu9m+CzsW256DAZDa0LO5lMBgBllgcBgCtXrgAAzM15GZa60sXPEX9ND8KPkwLh72KF9FwlPtkViX7Lj2BrBC9RRkTGRQiBL/bdxNcHbwMA3hvcEnOHtjKIlQSINKV1YdeqVSsAKDMh4ezZs5g2bRoAoE2bNrUUGmlCIpFgUBt37H2zNz4b0xZutnLcf5iHtzZexNCvjyH0amKdXiGEiEhfvtp/C9/8W9R99GRrvNrXX88REdU9rQu7Z555BkIILFmyRP0tKCgoCBEREZBIJJg4cWKtB0nVM5WaYMITPjj8TjDeHdwCNuamuJ6YhWnrwzHyuxM4cvMBCzwiMlj/3X8L/z1wCwDw4bBWeKlnYz1HRKQfWhd2M2fORO/evSGEUBcKJT/37dsX06dPr/UgSXMWMilm9G2KY+8GY0Zff1iYSXHpXgYm/3wW4388jTN3U/UdIhFRrVp19A6+3H8TAPDB0FZ4uVcTPUdEpD9aF3ampqYIDQ3FsmXL0KNHD/j7+6NHjx5Yvnw5/v77b5iYNPzLXhkCe0sZ3h3cEsfeC8ZLPRtDZmqCs9FpGL/qNCatPoMLcQ/1HSIR0WP7K/wePt1zHUDxOXVTe7OoI+NWoytPyGQyzJ49G7Nnz67teKiWOVvL8dGTrTG1VxN8c/AWNobF4ditFBy7lYIBrdzw9sDmaO3ZsK7KQUQEAAeuJeG9zZcAFM9+5Tl1RDXosTMxMYGpacX1YL9+/dC/f//HDopqn7udORaPbotD7/TF2E6NYCIB9l9LwtCvj+G1DedxKylL3yESEWnsXHQaZvx2HkUqgbGdGmHOkJb6DomoXqhRj11lJ+EfPnyY08rrOW9HS6x4uj1e7euPr/bfxK5LCdh9KQF7LidgaIAHZvZrilYe7MEjovorOiUHL687B0WhCv1auuKzsW35fw/Rv2rthLhLl4q7w/nL1TA0dbXGtxM7Yc+sXhjcxh1CALsvJ2DIf4/hlfXncOV+hr5DJCIqJyNPiRd/CcPDXCXae9vju4mdYCblud1EJTT6bVi4cCGkUimk0uLLsQgh1PdLbh07dgQAuLq66i5aqnWtPW3xw6RA/PNmLwxr5wHJv9ehffKb43j5lzBc5CQLIqonCotUmLnhPO4+yIGnnTl+ej4QFjJeJoyoNI2HYh8dfq1sOHbAgAGPFxHpRUt3W3w3sRNuJWXh20O3sfNiPPZfS8b+a8no28IFs/o3QycfB32HSURG7JNdkTh2KwUWZlL8NLkzXG14pSOiR2lU2Nnb28PX1xcAEBMTA4lEAh8fH/XjEokETk5O6N69OxYsWKCTQKluNHOzwX8ndMSs/s3w3aHb2H4hHodvPMDhGw/Qq5kzXgtuiq6NHTnkTkR1amNYLH45FQMA+GpCB7TxtNNzRET1k0aF3RtvvIE33ngDANTr1EVFRekuKtI7fxdrfPF0B8zq1wwrD9/GlvP31cukdPSxx/Q+/hjYyg0mvLA2EenY1fgMfLT9KgBg9sDmGNTGXc8REdVfWs+KXbNmjS7ioHrKz9kKnz/VHq/3a4YfjtzBn+H3EBH7EK+sD4e/ixVe6eOPUR28IDPlyctEVPsy8pR49dfzKPh3BuxrwU31HRJRvaZ1YTd58mQAQHh4OHbs2IGkpCS4ublh+PDh6Ny5c60HSPWDt6MlFo9uizcHNMeaE1FYfzoGdx7k4N2/LuGL0Jt4uVdjTHjCB9byGq2gQ0RUjhAC7/x5EbFpuWjkYIEvnm7PUQKiatTof+H33nsPy5cvL7Nt0aJFeOutt8ptJ8PiYiPHu4Nb4tW+/thwJharj0chMTMfi3ZfwzcHb+P5IF9M6e4HJ2u5vkMlogbuf8eisC8yCTKpCVY+2wn2ljJ9h0RU72k9frZlyxYsW7YMQPG3qdK3L7/8En/99VetB0n1j425GV7p449j7wXjszFt0djZChl5Snxz8Da6f3YQc7dc4tUsiKjGrtzPwOd7i68B+9Hw1mjXyF6/ARE1EFoXditXrgQA2NjY4I033sCXX36JN954A3Z2dhBC4Pvvv6/1IKn+kptKMeEJH+x/uw++f7YT2jWyg6JQhd/PxmHgl0fx/M9nceTmg0qXxyEielS+sghvbrwAZZFASGs3PNfVp/onERGAGgzFRkREQCKRYPv27ejTp496+6hRoxAcHIyIiIhaDZAaBqmJBEPaemBwgDvORqXh5xNRCI1MwtGbD3D05gM0c7XGiz0b48kALmBNRFVbsucabidnw8VGjs/GtuPySkRa0Lqwy87OBoByEyVK7ufk5NRCWNRQSSQSdG3ihK5NnBCbmos1J6OwKSwOt5KzMXfLZXz+jxm6OJigc5YCXo5m+g6XiOqZQzeS1evVLR/XHo5WPK+OSBtaD8W6uLgAAH799dcy20vuOzs710JYZAh8nCwxf3gbnHq/Pz4c1gpe9hZIz1Ui9L4J+q44ilm/RyAsOo3DtEQEAMjIVeLdv4qvOz6lux/6NHfRc0REDY/WPXY9e/bEpk2bMGPGDPz000/w9fVFTEyMeoi2V69euoiTGjBbczO83KsJpnT3w55L9/HlnouIygJ2XIzHjovxaOlug+e6+WJURy8ul0JkxBbvicSDLAWauFhhzpCW+g6HqEHSusfuvffeg5lZ8RBaREQEtm3bhoiICAghYGpqinfffbfWgyTDYCo1wZAAd7wZUIRtr3bDhC7eMDczwfXELHy47Qq6fXoA87ZfwU3OpiUyOsdvpWDTuXuQSIDPx7aDuZlU3yERNUhaF3YdO3bEH3/8AScnpzJLnTg5OeH3339Hp06ddBEnGZg2nrb4bGw7nJk7APOebI0mzlbIVhRi3akYhHx5FE//eAo7L8ZDUVik71CJSMdyCwoxZ0vxEOzz3XzR2c9RzxERNVw1GvcaPXo0hgwZghMnTqivPNG9e3dYWFjUdnxk4OwszfBiz8Z4oYcfTt5JxfpTMdh3LQlno9JwNioNjlYyjOrghfFdvNHC3Ubf4RKRDizfexP30vPgZW+B/wzmECzR49CqsFMoFLh6tfhCzAEBAejfv79OgiLjI5FI0KOpM3o0dUZiRj5+PxuLP8JikZSpwM8novDziSi097bH+M7eGN7eAzbmnFFLZAguxj3EmpNRAIBPx7TlebZEj0njodhVq1bB1dUVXbp0QZcuXeDq6ooff/xRl7GRkXK3M8dbA5vjxHv98POUzhjUxg2mJhJcjHuI97deRpfF+/H2pgs4czeVM2qJGjCVSmDe9isQAhjVwZOzYIlqgUZfjfbt24fp06dDIpFACAGJRILMzEzMmDEDjRs3RkhIiK7jJCNkKjVBv5Zu6NfSDQ+yFNgWcR8bz8XhdnI2tpy/jy3n78PPyRKjOzbCqI6e8HWy0nfIRKSFjeficPFeBqzlpnh/aCt9h0NkEDTqsfvqq68AQN07Uvrf//73v7qJjKgUFxs5pvZugn1v9cbmV7tjfGdvWMmkiE7NxZf7b6LPssMYvfIE1p2KRmq2Qt/hElE1HuYW4PN/iq8F++aAZnC1NddzRESGQaPCLiwsDBKJBFOnTkVKSgoePHiAl156Sf0YUV2RSCQI9HXA0qfa4ewHA/DF0+3Rq5kzTCRAROxDzNt+FV0/PYCX1oZh58V45BVwVi1RfbRs7w2k5yrR3M0ak7v76TscIoOh0VBsWloaAGDZsmWwtbUFACxfvhyrV69Genq67qIjqoKV3BRjOjXCmE6NkJyVj50XE7At4j4u38/AgevJOHA9GdZyUwxs7YahbT3Qq5kz18Yiqgeu3M/AhrOxAICPRwbATKr1yltEVAmNCjuVSgWJRKIu6gDAzs5O/RiRvrnamOOlno3xUs/GuJ2chW0R8dh24T7upedha8R9bI24D2u5Kfq3csXQth7o09yFRR6RHggh8MmuSAgBjGjviW5NnPQdEpFB0Wpe+bp16zTa/vzzz9c8IqLH1NTVBu8MaoHZIc1xPjYduy8l4u8rCUjIyMf2C/HYfiEeVjIp+rVyw7C27ujT3BUWMhZ5RHXhwLVknIlKg8zUBO/xsmFEtU6rwu6FF14oc18ikZTbLpFIWNhRvVB8Pp4jAn0d8eGwVoiIe4g9lxPw9+UExGfkY+fFeOy8GA8LMyl6NXPGgNZu6NfSFc7Wcn2HTmSQCotUWPL3NQDASz0bw8uei9oT1TatCjuuGUYNlYlJ8aSLQF8HfDisFS78W+TtuZyI+w/zEBqZhNDIJEgkQCcfB/Rv5YqBrdzQ1NVa/QWGiB7PH2FxuPMgB45WMrza11/f4RAZJI0Ku969e/M/NzIYEokEHX0c0NHHAe8PbYWr8ZnYfy0J+68l4cr9TITHpCM8Jh2f/3MDvk6WGNDKDf1buiLQzwFyUw7ZEtVEtqIQX+2/CQCY1a8pbHn1GCKd0KiwO3z4sI7DINIPiUSCAC87BHjZ4c0BzZGQkYcD15Kx/1oSTt5ORUxqLlYfj8Lq41GwlEnR3d8JvZu7oE9zFy6ITKSFVUfuICW7AH5OlpjY1Vff4RAZrAY1x9zPzw8SiaTMbc6cOWXaxMbGYvjw4bCysoKzszNmzZqFgoICPUVMDY2HnQWe6+aLtS88gYh5A/HDc50wtlMjOFvLkVtQhP3XkjFv+1X0WXYYfZcdwrztV3DgWhJyFIX6Dp2o3krNVuB/x4uvB/ve4JaQmTao/3qIGpQGd7Xljz/+GFOnTlXft7a2Vv9cVFSEYcOGwcXFBcePH0dqaiomT54MIQS++eYbfYRLDZiV3BSDAzwwOMADKpXAtcRMHLn5AEduPEB4TDqiU3MRfSoG607FwEwqQRc/R/Ru7oJezZzRyt0WJiY8fYEIAH44cge5BUVo18gOgwPc9R0OkUFrcIWdjY0N3N0r/sMQGhqKyMhIxMXFwdPTEwCwYsUKTJkyBYsXLy6zDh+RNkxMJGjjaYc2nnaY0bcpsvKVOHUnFUdvPcDhGw9wLz0PJ++k4uSdVHz2N+BsLUevZs7o1cwZPZs5w9WGl0si45ScmY91p2IAAG8NbM7ztYl0rMEVdkuXLsUnn3wCb29vjBs3Dv/5z38gk8kAAKdOnUJAQIC6qAOAQYMGQaFQIDw8HMHBwRXuU6FQQKH4/+uLZmZmAgCUSiWUSqVO8ijZr672X18ZSt7mUiC4uROCmzth3tAWiE7NxdFbKThxJxVnotKRkq1QL4wMAC3drBHUxAEWDyXonZcP62r2b0gM5ZjXhLHmXjrvbw/egaJQhY7edujR2N7g3wtjPeaA8eZeF3lrs2+JaEBrmHz55Zfo1KkTHBwccPbsWcydOxcjR47E//73PwDAtGnTEB0djdDQ0DLPk8vlWLt2LZ555pkK97tgwQIsXLiw3PYNGzbA0tKy9hMhg1aoAqKyJLieIcGNhxLE5ZTtoTCTCPjbCrS0F2hhL+BhAbATgwzRQwXwcYQURUKCGa2L0MKuwfx3Q1Sv5ObmYuLEicjIyKh29FHvhV1lRVVpYWFh6Ny5c7ntmzdvxlNPPYWUlBQ4OTlh2rRpiImJwd69e8u0k8lkWLduHSZMmFDh/ivqsfP29kZKSorOhm+VSiX27duHgQMHwszMeKb9G2PeqTkFOHknFUdvPsChyARkKMtWcW42cvRo6oSeTZ3Q3d8JTlYyPUWqG8Z4zEsYa+4leZ8s8MHG8Hh08XPAby92NophWGM95oDx5l4XeWdmZsLZ2Vmjwq7GQ7FCCERGRiI5ORmurq5o3bp1jX5pZ86cWWnBVcLPz6/C7d26dQMA3L59G05OTnB3d8eZM2fKtElPT4dSqYSbm1ul+5fL5ZDLy19twMzMTOcfzrp4jfrImPJ2tzfDmEArDG/ngd2776F55944GZWOY7dScCYqFUlZCmyJiMeWiHgAQICXLXo3c0GvZi4I9HUwmBmExnTMH2WMuacpgC0XEwAA74S0UJ8yYyyM8ZiXMNbcdZm3NvutUWH3559/Yvbs2bh//756m5eXF1asWIFx48ZptS9nZ2c4OzvXJAxEREQAADw8PAAAQUFBWLx4MRISEtTbQkNDIZfLERgYWKPXIKpNEgnQzM0arRs54OVeTZCvLMK56HQcu/UAR2+l4FpCJq7cL76tPHwHljIpujVx+ncihgv8XayMoteDGr6D8SZQFgl093dC1yZO+g6HyGhoXdht2bJF3cNWehT33r17mDBhAkxNTTF69Ojai/Bfp06dwunTpxEcHAw7OzuEhYXhrbfewogRI+Dj4wMACAkJQevWrTFp0iQsW7YMaWlpeOeddzB16lTOiKV6ydxMip7/zpydCyA5Kx/Hb6Xg2K0UHLv1ACnZBTh4PRkHrycDAPycLDGsnQeGtvVAaw9bFnlUL6VkK3A6qfizOTO4qZ6jITIuWhd2CxcuVBd0Xl5e8Pb2RlxcHO7fvw8hBBYsWKCTwk4ul2Pjxo1YuHAhFAoFfH19MXXqVLz77rvqNlKpFLt378aMGTPQo0cPWFhYYOLEiVi+fHmtx0OkC6425hjTqRHGdGoElUrgemIWjt16gGO3UnA2Og3Rqbn47tAdfHfoDho7W2FYWw8Mb++JFu42+g6dSO2XU7FQCgnaNbJFkD9764jqktaF3Y0bNyCRSLBo0SLMnTtXvX3x4sX46KOPcPPmzVoNsESnTp1w+vTpatv5+Phg165dOomBqC6ZmEjQ2tMWrT1t8Uoff+QoCnHwejJ2X0rAoRvJiErJwbeHbuPbQ7fRvpEdnu7ijeHtPXkNTtKrzHwlfj0TBwB4tXcT9ioT1TGtz8p2dXUFALz++utltr/xxhsAUOniwUT0eKzkphje3hM/TApE+EcD8d8JHTCwtRtMTSS4eC8DH2y9gicW78fbGy/gYtxDfYdLRmr9qRhkKwrhbiHQr4WLvsMhMjpaF3ZTpkwBAFy+fLnM9pL7pS/3RUS6YS03xcgOXvjp+c44/X5/fDisFZq5WiNfqcKWiPsY+d0JjPvhJP65kogiFdcOo7qRV1CEn/+9JuwALxUvq0ekB1oPxfr4+MDZ2RkjR47EtGnT4Ovri5iYGPzvf/9Do0aN4OHhgXXr1qnbP//887UaMBGV5Wwtx8u9muClno0REfcQv56KwY6L8QiLTkdYdDh8nSzxWnBTjOnoBVOpYSydQvXTpnNxSM0pQCN7c3RyztZ3OERGSevCbtq0aZBIJBBCYMmSJeUef/nll9U/SyQSFnZEdUQikaCTjwM6+TjgvSEtse5UNH49HYuY1Fy8+9clfH/4Dt4c0AxPtvOElD0pVMuKVAI/HbsLAHi5px+kqVf0HBGRcarR1/eSWbFCiGpvRFT33GzN8Z9BLXFqbj+8P7QlHK1kiErJwRt/XMCwr4/h1J1UfYdIBib0aiLupefBwdIMYzp66TscIqOldY/d/PnzdREHEemApcwU03r7Y2JXX/xyMhqrjt7F9cQsPPPTaQxr64H3h7WCl72FvsMkA7D633Prnu3qCwuZVM/REBkvFnZERsBaborXgpvi2a4++GLfTfx6Oga7LyfgwPUkvBPSAi/0aMzhWaqxC3EPcS4mHWZSCZ4P8tV3OERGjWdSExkRe0sZPh4ZgF2v98ITjR2Rr1Rh0e5rGP/jKUSl5Og7PGqgSnrrhrf3hKutuZ6jITJuNSrsTpw4gXHjxqFNmzZo0qRJmZu/v39tx0hEtay1py02TuuGxaMDYCWT4lxMOgZ/dRS/nYnhubGklfiHedhzOQEA8FLPxnqOhoi0Hoo9duwY+vfvj6KiIvV/ACWzZEt+JqL6TyKR4NmuvujT3AVzNl/G8dsp+GDrFZy5m4ZPx7SFtVzrPw9khH45FY0ilUBQEye08bTTdzhERk/rHrvly5ejsLCwwqKOiBqeRg6WWPfiE5g7pCWkJhLsuBiPEd8cx62kLH2HRvVcjqIQG87EAmBvHVF9oXVhd/bsWUgkEnz//ffqbZcuXcKwYcPQokULRERE1GqARKR7JiYSvNLHH5te6QYPO3PcTcnBmJUncfTmA32HRvXY5vP3kJVfiMbOVujX0lXf4RARalDYpaYWr381ceJE9baAgACsWrUKN27cwHfffVd70RFRnQr0dcTuWcUTK7IUhXhhbRjWn47Rd1hUDwkhsO5U8WdjcpAvLx9GVE9oXdiZmxfPeLK0tIRcLgcAxMbGwtS0+HycrVu31mJ4RFTXHK1kWP/SExjbqRGKVAIfbbuCz/6+zlMuqIzTd9NwOzkbljIpxgQ20nc4RPQvrQs7R0dHAEB6ejq8vIpXF3/yyScxaNAgAEBBQUEthkdE+iA3lWL5uHb4z6AWAIAfjtzBR9uvQKVicUfFfv23J3d0Ry/YmpvpORoiKqF1YdeqVSsAwO3bt9G3b18IIXD16lVcvHgREokETzzxRK0HSUR1TyKR4LXgpvh0dFtIJMCvp2Mx+8+LKCxS6Ts00rOkzHzsvZoIAHiuGxckJqpPtC7sXnnlFcyaNQsqlQofffQR3N3d1deFdXNzwxdffKGLOIlITyZ29cFX4ztAaiLB1oj7+M9fl9hzZ+T+OBuHQpVAFz8HtPKw1Xc4RFSK1gtVjRo1CqNGjVLfv3nzJg4ePAhTU1P06NEDdnZcx4jI0Izs4AVzMylm/HYeWyPuw0ImxeJRAVy30ggpi1TYcLZ4GJa9dUT1j1Y9dnl5eejXrx/69++P69evAwCsra0xYsQIDB06lEUdkQEb1MYdX47vAIkE2HAmFot3X+OECiO0PzIJSZkKOFvLMDjAXd/hENEjtOqxs7CwwNmzZ5GXlwc/Pz8dhURE9dWI9p7ILyjCu5sv4X/Ho+Bma46pvZvoOyyqQyXL34zv4g25qVTP0RDRo7Q+xy4wMBAAEB8fX+vBEFH993QXb3wwtHgS1ad/X8Pf/14nlAzf7eQsnLyTChMJ8MwTPvoOh4gqoHVht3TpUpibm+OVV15hcUdkpF7u1RiTuvlCCODNjRcQEZuu75CoDmw4EwcA6NfSFY0cLPUcDRFVROvC7plnnoGJiQkOHjwIb29vuLu7o0mTJuqbv7+/LuIkonpEIpFg/vDWCG7hAkWhClPXnUP8wzx9h0U6pCgswpaIewCAZ7ty0gRRfaV1YRcTE4Pc3FwAxZeUefDgAWJiYhATE4Po6GhER0fXdoxEVA+ZSk3w7cROaOVhi5TsArz623koCov0HRbpSOjVJDzMVcLd1hy9m7voOxwiqoRGhd26deuwfv169f2SdetK/8zZcUTGx0puilWTAmFnYYaLcQ/x8c5IfYdEOrIxrHgY9unOjSDldWGJ6i2NCrspU6bghRdeAACoVKoqb0VF/MZOZEy8HS3x1YTiZVB+OxOLP8/F6TskqmVxabk4fjsFEgkwrrO3vsMhoipoPBTLHjkiqkxwC1e82b85AODDbVdwMylLzxFRbdr0b7Hes6kzvB05aYKoPtP6HDsiooq83q8pejcvnkwx6/cI5CvZe28ICotU+PNc8aSJ8V3YW0dU32m1QPGxY8c06rnr3bt3jQMioobJxESC5ePaYchXx3A9MQuf/3MD84a31ndY9JiO3nqAxMx8OFiaYWBrN32HQ0TV0Kqw69u3b7VtJBIJCgsLaxoPETVgrjbmWDauHV5cew4/n4hC7+bO6NHEQd9h0WP4/WzxMOyYTo14pQmiBkCrodjSM2CruhGR8erX0g2Tg4rXOXvnz0tIzy3Qc0RUU8mZ+Th4PRkAMIHDsEQNglY9dr6+XJSSiKo3d2grnLiTitvJ2fh0zw0E83z7Bumv8/dQpBII9HVAMzcbfYdDRBrQqrCLiorSVRxEZEDMzaRY9lQ7jP3+JLZdTIBrSwmG6jso0ooQApv+XbuOkyaIGg7OiiUinejo44CXejYGAGy8a4KsfKWeIyJthEWnIzo1F1YyKYa19dB3OESkIRZ2RKQzbw9sAV9HS2QUSLB07y19h0Na2HK+eImToW09YCXXanCHiPRIo8LOx8eH59cRkdYsZFJ8Orp4yZON5+7hzN1UPUdEmshXFmH3pQQAxbNhiajh0Kiwi46Oxt27d3UdCxEZoCf8HNHdVQUAmLf9KpRFKj1HRNXZF5mELEUhvOwt0LWxo77DISItcCiWiHTuSR8VHCzNcCMpC7+cjNZ3OFSNkmHY0R29YGIi0XM0RKSNBlfY7d69G127doWFhQWcnZ0xZsyYMo/HxsZi+PDhsLKygrOzM2bNmoWCAq6jRaRPVmbAf0KaAQC+2n8LSZn5eo6IKpOclY+jt1IAAKM7eek5GiLSVoMq7DZv3oxJkybhhRdewMWLF3HixAlMnDhR/XhRURGGDRuGnJwcHD9+HH/88Qc2b96M2bNn6zFqIgKAsR290NHHHtmKQizafU3f4VAldlyIR5FKoKOPPfxdrPUdDhFpqcFMdSosLMQbb7yBZcuW4aWXXlJvb9Gihfrn0NBQREZGIi4uDp6engCAFStWYMqUKVi8eDFsbW3rPG4iKmZiIsEnIwMw4tvj2HkxHs884Y3u/s76DoseseX8fQCcNEHUUDWYwu78+fO4f/8+TExM0LFjRyQmJqJDhw5Yvnw52rRpAwA4deoUAgIC1EUdAAwaNAgKhQLh4eEIDg6ucN8KhQIKhUJ9PzMzEwCgVCqhVOpm7a2S/epq//WVseYNGG/upfNu4WqJiU9449czcfhkZyS2vtoNUgM+h6uhHfPriVmITMiEmVSCwa1cahx3Q8u7NjF348u9LvLWZt8S0UAu7vrHH3/gmWeegY+PD7744gv4+flhxYoVCA0Nxc2bN+Ho6Ihp06YhOjoaoaGhZZ4rl8uxdu1aPPPMMxXue8GCBVi4cGG57Rs2bIClJa+FRFSbspXAoggp8ookmOhfhK6uDeJPkFHYHm2CgwkmaOeowkstOHuZqL7Izc3FxIkTkZGRUe3oo9577CorqkoLCwuDSlX8R+aDDz7A2LFjAQBr1qxBo0aN8Oeff+KVV14BAEgk5b/9CyEq3F5i7ty5ePvtt9X3MzMz4e3tjZCQEJ0N3yqVSuzbtw8DBw6EmZmZTl6jPjLWvAHjzb2ivDOdorF0703sT7bEexN7wFKm9z9FOtGQjnlhkQqLlh8FUIBXB3fCgFauNd5XQ8q7tjF348u9LvIuGUnUhN7/ms6cORMTJkyoso2fnx+ysrIAAK1bt1Zvl8vlaNKkCWJjYwEA7u7uOHPmTJnnpqenQ6lUws3NrdL9y+VyyOXyctvNzMx0/uGsi9eoj4w1b8B4cy+d94u9mmBDWBzi0vKw5lQc3hzQXM/R6VZDOOYnox7gQXYBHCzN0L+1B8xMH39uXUPIW1eYu/Hlrsu8tdmv3gs7Z2dnODtXfwJ1YGAg5HI5bty4gZ49ewIorpKjo6PVV8UICgrC4sWLkZCQAA+P4msbhoaGQi6XIzAwUHdJEJFW5KZSzBncCq9tOI8fj9zFM0/4wM3WXN9hGbWStetGtPeErBaKOiLSjwbz22tra4vp06dj/vz5CA0NxY0bN/Dqq68CAMaNGwcACAkJQevWrTFp0iRERETgwIEDeOeddzB16lTOiCWqZ4a2dUegrwPylEVYEXpD3+EYtax8JfZeTQTA2bBEDV2DKewAYNmyZZgwYQImTZqELl26ICYmBgcPHoSDgwMAQCqVYvfu3TA3N0ePHj3w9NNPY9SoUVi+fLmeIyeiR0kkEnwwrBUA4K/we7idnK3niIzX31cSka9Uwd/FCu0a2ek7HCJ6DHofitWGmZkZli9fXmWh5uPjg127dtVhVERUU518HDCwtRv2RSbhy3038d2znfQdklEqGYYd06lRlRPNiKj+a1A9dkRkeGaHNIdEAuy+nIAr9zP0HY7RiUvLxem7aZBIgFEdeQkxooaOhR0R6VVLd1uMaF+8qPhynmtX57ZFFF9pIqiJE7zsLfQcDRE9LhZ2RKR3bw1oDqmJBIdvPMDZqDR9h2M0hBDYEsFLiBEZEhZ2RKR3fs5WeLqzNwBg2d7raCAXxGnwIuIeIiolBxZmUgwOcNd3OERUC1jYEVG9MKt/U8hMTRAWnY6jt1L0HY5RKJk0MTjAHdbyBjWXjogqwcKOiOoFDzsLPNe1eLHx/+6/yV47HVMUFmHnxQQAwJhOnDRBZChY2BFRvTG9TxPITE1wPvYhTt5J1Xc4Bu3Q9WRk5CnhZitHd//qr/5DRA0DCzsiqjdcbc0x8QkfAMB/D9zSczSGbfP54kkTozp6QWrCteuIDAULOyKqV17p0wQyqQnORqXh9F322ulCWk4BDl1PBgCM6cjZsESGhIUdEdUrHnYWeLpLcbHxNXvtdGLnxXgUqgQCvGzRwt1G3+EQUS1iYUdE9c6rfZvCTCrByTupCIvmuna1TX0JMfbWERkcFnZEVO942VvgqcDide3Ya1e7bidn4eK9DJiaSDCig6e+wyGiWsbCjojqpRl9/WFqIsGxWyk4H5uu73AMxpZ/J030beECZ2u5nqMhotrGwo6I6iVvR0uM/vei9CsP3dZzNIZBpRLYykuIERk0FnZEVG9N7+sPiQTYfy0ZNxKz9B1Og3f6bioSMvJha26Kfi1d9R0OEekACzsiqrf8XawxuE3xNUx/PHJHz9E0fCVr1z3Z3hPmZlI9R0NEusDCjojqtel9/AEA2y/G4156rp6jabhyCwrx95XiS4iN5SXEiAwWCzsiqtfae9ujR1MnFKkE/ncsSt/hNFj/XElEbkERfJ0s0cnHQd/hEJGOsLAjonrv1T5NAQB/hMUiLadAz9E0TCWzYUd39IJEwkuIERkqFnZEVO/1aOqEtl52yFeqsPZktL7DaXDiH+bhxJ0UAMBYzoYlMmgs7Iio3pNIJHi1b/G5dr+cjEaOolDPETUs2y7chxDAE40d4e1oqe9wiEiHWNgRUYMwqI07GjtbISNPid/Pxuo7nAZDCIHN4cWXEHuKvXVEBo+FHRE1CFITCV7p3QQA8L9jUSgoVOk5oobh4r0M3HmQA3MzEwxp667vcIhIx1jYEVGDMbqTF1xt5EjMzMe2f6+gQFXbcr64t25QG3fYmJvpORoi0jUWdkTUYMhNpXipZ2MAwA9H70ClEnqOqH5TFBZhx8V4ALyEGJGxYGFHRA3KxK4+sDE3xd0HOdh3LUnf4dRrh64/wMNcJdxs5ejZ1Fnf4RBRHWBhR0QNio25GZ7r5gsA+OHIHQjBXrvKbP53GHZURy9ITbh2HZExYGFHRA3OCz38IDM1QUTsQ4RFp+s7nHopNVuBQ9eTAXDtOiJjwsKOiBocVxtzdbHyw5E7eo6mftp5MR6FKoG2XnZo7maj73CIqI6wsCOiBmlqr8aQSICD15NxIzFL3+HUO5v/vYTYmE5eeo6EiOoSCzsiapCauFhjcJviddl+ZK9dGTeTsnD5fgZMTSQY0d5T3+EQUR1iYUdEDdb0PsWXGdtxMR73H+bpOZr6o2TSRHBLVzhZy/UcDRHVJRZ2RNRgtfe2R1ATJxSqBFYfi9J3OPVCYZEKW/4dhh3LYVgio8PCjogatOl9i3vt/giLxcPcAj1Ho3+HbjzAgywFnKxk6NfSTd/hEFEdY2FHRA1a72bOaOVhi9yCIqw7FaPvcPRuY1gcgOJJEzJT/oknMjb8rSeiBk0ikWB6nyYAgLUno5FXUKTniPQnOTMfh24Ur103vou3nqMhIn1gYUdEDd6wth5o5GCBtJwC/BUep+9w9Gbz+fsoUgkE+jqgqSvXriMyRizsiKjBM5WaYGqv4l67VcfuorBIpeeI6p4QApvOFRe14zuzt47IWDWYwu7w4cOQSCQV3sLCwtTtYmNjMXz4cFhZWcHZ2RmzZs1CQQFPqCYydE939oajlQxxaXnYcyVR3+HUubNRaYhKyYGVTIph7Tz0HQ4R6UmDKey6d++OhISEMreXX34Zfn5+6Ny5MwCgqKgIw4YNQ05ODo4fP44//vgDmzdvxuzZs/UcPRHpmoVMislBfgCAHw7fgRBCvwHVsY3/9tY92c4TVnJTPUdDRPrSYAo7mUwGd3d39c3JyQk7duzAiy++CIlEAgAIDQ1FZGQkfv31V3Ts2BEDBgzAihUr8NNPPyEzM1PPGRCRrj0f5AsLMykiEzJx7FaKvsOpM5n5Suy5nAAAGP8Eh2GJjFmDKewetWPHDqSkpGDKlCnqbadOnUJAQAA8Pf//EjqDBg2CQqFAeHi4HqIkorrkYCVTzwb98ajxXGZsx4V45CtVaOZqjY7e9voOh4j0qMH2169evRqDBg2Ct/f/fztNTEyEm1vZBTkdHBwgk8mQmFj5OTcKhQIKhUJ9v6R3T6lUQqlU1nLkUO+79L/GwljzBow397rOe0qQN9afjsGJ26mIiE5FgJdtnbxuReoidyEEfj9bvH7fU508UVhYqLPX0pSxftYB5l76X2NRF3lrs2+J0POJKAsWLMDChQurbBMWFqY+jw4A7t27B19fX2zatAljx45Vb582bRpiYmKwd+/eMs+XyWRYt24dJkyYoFUMGzZsgKWlpTbpEFE9sP6WCc6lmKCDkwovNDfsGbIxWcAXV0xhKhFYGFgEazN9R0REtS03NxcTJ05ERkYGbG2r/rKq9x67mTNnVlpwlfDz8ytzf82aNXBycsKIESPKbHd3d8eZM2fKbEtPT4dSqSzXk1fa3Llz8fbbb6vvZ2ZmwtvbGyEhIdW+gTWlVCqxb98+DBw4EGZmxvOX2FjzBow3d33k7Z+YhSe/O4VLaSZo07U3fJ308wWtLnJ/d8sVAPEY3t4TT49sq5PX0JaxftYB5m6MuddF3trME9B7Yefs7AxnZ2eN2wshsGbNGjz//PPl3sCgoCAsXrwYCQkJ8PAonu4fGhoKuVyOwMDASvcpl8shl8vLbTczM9P5h7MuXqM+Mta8AePNvS7zDvB2RN8WLjh84wF+PhWLT0frt+DRVe7pOQXYc7n4NJNJ3RvXu8+VsX7WAeZujLnrMm9t9tvgJk8cPHgQUVFReOmll8o9FhISgtatW2PSpEmIiIjAgQMH8M4772Dq1Kk663kjovppeh9/AMBf4ffwIEtRTeuG6a/we1AUqtDG05aTJogIQAMs7FavXo3u3bujVatW5R6TSqXYvXs3zM3N0aNHDzz99NMYNWoUli9frodIiUifujZ2RAdvexQUqrD2ZJS+w6l1KpXAb2eKJ008181XvewTERk3vQ/FamvDhg1VPu7j44Ndu3bVUTREVF9JJBJM7+OP6b+GY/2pGLzatymsDWjh3uO3UxCdmgsbuSlGdvCs/glEZBQaXI8dEZGmQlq7oYmLFTLzC/H7mVh9h1Orfj1d3Fs3NrARLGWGU7AS0eNhYUdEBsvERIJXejcBAKw+HoWCQsNY+iQuLRf7ryUBAJ7r5qPnaIioPmFhR0QGbVRHL7jayJGYmY9tEff1HU6tWHsyGioB9GrmjKauNvoOh4jqERZ2RGTQ5KZSvNyrMQDg20O3oSxq2L12WflKbAyLAwC81LOxnqMhovqGhR0RGbznuvnCyUqG2LRcbDl/T9/hPJaNYXHIVhSimas1+jR30Xc4RFTPsLAjIoNnKTPFq32L17X75uDtBnuuXWGRCmtORAMAXuzZmEucEFE5LOyIyCg829UXLjZy3EvPw1/hDbPXbu/VJNx/mAdHKxlGd/TSdzhEVA+xsCMio2Ahk2LGv7123x68BUVhkZ4j0o4QAv87fhcA8FxXH5ibSfUcERHVRyzsiMhoPPOED9xs5YjPyMemfycgNBSn7qYiIvYhZKYmeC7IV9/hEFE9xcKOiIyGuZkUrwU3BVA8QzZf2XB67b49eBsAMKGLN1xtzPUcDRHVVyzsiMiojO/iDU87cyRlKrD2ZLS+w9FIeEw6Tt5JhamJBK/08dd3OERUj7GwIyKjIjeV4u2QFgCA7w7dRnpOgZ4jqt53h4p768Z08oKXvYWeoyGi+oyFHREZndEdvdDKwxZZ+YX45t8hzvrqanwGDl5PhokEeLVvU32HQ0T1HAs7IjI6UhMJ5g5pCQBYfzoasam5eo6ocl/uuwUAGNbOE42drfQcDRHVdyzsiMgo9W7ugl7NnKEsEvh873V9h1Oh8Jg07L+WBKmJBG8OaKbvcIioAWBhR0RGa+6QVpBIgF2XEnAuOk3f4ZQhhMDSf24AAMYFNoK/i7WeIyKihoCFHREZrdaethjf2RsA8OG2Kygsqj+XGjty8wHORqVBZmqCN9hbR0QaYmFHREbt3cEtYW9phuuJWVh3Kkbf4QAAilT/31s3OcgXHnacCUtEmmFhR0RGzdFKhncHFU+k+GLfTSRn5us5ImDD2VhcS8iErbkpZ8ISkVZY2BGR0RvfxRvtG9khW1GIRbuv6TWW9JwCrAgt7q2bHdICjlYyvcZDRA0LCzsiMnpSEwk+GRUAEwmw42I8Qq8m6i2W5aE38DBXiZbuNni2q4/e4iCihomFHRERgHaN7DG1dxMAwPtbr+jlihTnY9Ox4WwsAGDBiDYwlfJPNBFph381iIj+9daA5mjmao2UbAU+2n6lTl87X1mE//x5EUIUXxmjWxOnOn19IjIMLOyIiP5lbibFiqfbQ2oiwa5LCdhy/l6dvfZX+2/hzoMcOFvLMX946zp7XSIyLCzsiIhKadfIHrP6Fa8b98HWK7iRmKXz1zxzNxWrjt4BAHw6OgD2lpwwQUQ1w8KOiOgRM/s1Ra9mzshTFuHV38KRrSjU2WulZCvw+u8RUAlgTCcvhLRx19lrEZHhY2FHRPQIqYkEX43vAHdbc9x9kIM3fo/QyVUpCotUePOPC0jOUqCpqzU+GRlQ669BRMaFhR0RUQWcrOX4/rlOkJua4MD1ZMzbcRVCiFrbvxAC83ZcxfHbKTA3M8HKZzvBSm5aa/snIuPEwo6IqBIdfRzw3wkdIZEAG87EYnnojVor7lYevoMNZ2IhkQBfT+iI5m42tbJfIjJuLOyIiKowOMAdC0e0AQB8d+gOFu2+9tjF3bcHb2HZ3uKrS3w0rDXPqyOiWsPCjoioGs8H+eHjkcXF3erjUZj5ewRyajChQlmkwsKdV7E89CYA4J2Q5nixZ+NajZWIjBtP6CAi0sDzQX4wN5Pi/S2XsftSAm4mZmH5uPZo722v0fNjU3Pxn78u4kxUGgDg/aEtMa23vw4jJiJjxMKOiEhDT3f2RhNnK7z623ncSs7GqJUnMC6wEV7t2xSNna0qfE62Evhy/238fDIa+UoVrGRSrHi6AwYHcPiViGofCzsiIi109nPEP2/0wuLd17Al4j42nbuHTefuoYO3Pbo1cYKvkyWkEgniM/IQEZOO47elKBJ3AQDdmjhiyZh2lRaBRESPi4UdEZGWnKzl+GJ8BzzbzQcrD93BgevJuBD3EBfiHlbQWoIAT1u8FtwUgwPcIZFI6jpcIjIiLOyIiGoo0NcRq6c4IjkzHweuJyMyPhPxD/MgADhaydDUxRKShEi8+FQ3mJmZ6TtcIjICLOyIiB6Tq605nnnCp9x2pVKJPXsi9RARERkrLndCREREZCAaVGF38+ZNjBw5Es7OzrC1tUWPHj1w6NChMm1iY2MxfPhwWFlZwdnZGbNmzUJBQYGeIiYiIiKqOw2qsBs2bBgKCwtx8OBBhIeHo0OHDnjyySeRmJgIACgqKsKwYcOQk5OD48eP448//sDmzZsxe/ZsPUdOREREpHsNprBLSUnB7du3MWfOHLRr1w7NmjXDZ599htzcXFy9ehUAEBoaisjISPz666/o2LEjBgwYgBUrVuCnn35CZmamnjMgIiIi0q0GU9g5OTmhVatWWLduHXJyclBYWIgff/wRbm5uCAwMBACcOnUKAQEB8PT0VD9v0KBBUCgUCA8P11foRERERHWiwcyKlUgk2LdvH0aOHAkbGxuYmJjAzc0N//zzD+zt7QEAiYmJcHNzK/M8BwcHyGQy9XBtRRQKBRQKhfp+Se+eUqmEUqms/WT+3Xfpf42FseYNGG/uxpo3YLy5G2veAHMv/a+xqIu8tdm3RAghdBaJBhYsWICFCxdW2SYsLAyBgYEYNWoUlEolPvjgA1hYWOB///sfduzYgbCwMHh4eGDatGmIiYnB3r17yzxfJpNh3bp1mDBhglYxbNiwAZaWljVPjoiIiOgx5ebmYuLEicjIyICtrW2VbfVe2KWkpCAlJaXKNn5+fjhx4gRCQkKQnp5eJqlmzZrhpZdewpw5czBv3jxs374dFy9eVD+enp4OR0dHHDx4EMHBwRXuv6IeO29vb6SkpFT7BtaUUqnEvn37MHDgQKNauNRY8waMN3djzRsw3tyNNW+AuRtj7nWRd2ZmJpydnTUq7PQ+FOvs7AxnZ+dq2+Xm5gIATEzKnhZoYmIClUoFAAgKCsLixYuRkJAADw8PAMUTKuRyufo8vIrI5XLI5fJy283MzHT+4ayL16iPjDVvwHhzN9a8AePN3VjzBpi7Meauy7y12W+DmTwRFBQEBwcHTJ48GRcvXsTNmzfxn//8B1FRURg2bBgAICQkBK1bt8akSZMQERGBAwcO4J133sHUqVN11vNGREREVF80mMLO2dkZ//zzD7Kzs9GvXz907twZx48fx/bt29G+fXsAgFQqxe7du2Fubo4ePXrg6aefxqhRo7B8+XI9R09ERESke3ofitVG586dy02MeJSPjw927dr1WK9TctqhLte+UyqVyM3NRWZmplF1WRtr3oDx5m6seQPGm7ux5g0wd2PMvS7yLqlHNJkW0aAKu7qSlZUFAPD29tZzJERERETFsrKyYGdnV2Ubvc+KrY9UKhXi4+NhY2MDiUSik9comXkbFxdnVOf/GWvegPHmbqx5A8abu7HmDTB3Y8y9LvIWQiArKwuenp7lJpE+ij12FTAxMUGjRo3q5LVsbW2N6heghLHmDRhv7saaN2C8uRtr3gBzN8bcdZ13dT11JRrM5AkiIiIiqhoLOyIiIiIDwcJOT+RyOebPn1/hwsiGzFjzBow3d2PNGzDe3I01b4C5G2Pu9S1vTp4gIiIiMhDssSMiIiIyECzsiIiIiAwECzsiIiIiA8HCTscWL16M7t27w9LSEvb29hW2iY2NxfDhw2FlZQVnZ2fMmjULBQUFZdpcvnwZffr0gYWFBby8vPDxxx9rdGmR+uLw4cOQSCQV3sLCwtTtKnr8hx9+0GPktcPPz69cXnPmzCnTRpPPQUMSHR2Nl156CY0bN4aFhQX8/f0xf/78cjkZ6jFfuXIlGjduDHNzcwQGBuLYsWP6DqnWLVmyBF26dIGNjQ1cXV0xatQo3Lhxo0ybKVOmlDu+3bp101PEtWPBggXlcnJ3d1c/LoTAggUL4OnpCQsLC/Tt2xdXr17VY8S1p6K/ZRKJBK+99hoAwzneR48exfDhw+Hp6QmJRIJt27aVeVyTY6xQKPD666/D2dkZVlZWGDFiBO7du6fz2LlAsY4VFBRg3LhxCAoKwurVq8s9XlRUhGHDhsHFxQXHjx9HamoqJk+eDCEEvvnmGwDFq1oPHDgQwcHBCAsLw82bNzFlyhRYWVlh9uzZdZ1SjXTv3h0JCQlltn300UfYv38/OnfuXGb7mjVrMHjwYPV9TRdlrO8+/vhjTJ06VX3f2tpa/bMmn4OG5vr161CpVPjxxx/RtGlTXLlyBVOnTkVOTg6WL19epq2hHfONGzfizTffxMqVK9GjRw/8+OOPGDJkCCIjI+Hj46Pv8GrNkSNH8Nprr6FLly4oLCzEBx98gJCQEERGRsLKykrdbvDgwVizZo36vkwm00e4tapNmzbYv3+/+r5UKlX//Pnnn+OLL77A2rVr0bx5cyxatAgDBw7EjRs3YGNjo49wa01YWBiKiorU969cuYKBAwdi3Lhx6m2GcLxzcnLQvn17vPDCCxg7dmy5xzU5xm+++SZ27tyJP/74A05OTpg9ezaefPJJhIeHl/m81DpBdWLNmjXCzs6u3PY9e/YIExMTcf/+ffW233//XcjlcpGRkSGEEGLlypXCzs5O5Ofnq9ssWbJEeHp6CpVKpfPYdaGgoEC4urqKjz/+uMx2AGLr1q36CUqHfH19xZdfflnp45p8DgzB559/Lho3blxmmyEe8yeeeEJMnz69zLaWLVuKOXPm6CmiupGcnCwAiCNHjqi3TZ48WYwcOVJ/QenA/PnzRfv27St8TKVSCXd3d/HZZ5+pt+Xn5ws7Ozvxww8/1FGEdeeNN94Q/v7+6v+LDPF4P/o3SpNj/PDhQ2FmZib++OMPdZv79+8LExMT8c8//+g0Xg7F6tmpU6cQEBAAT09P9bZBgwZBoVAgPDxc3aZPnz5l1sgZNGgQ4uPjER0dXdch14odO3YgJSUFU6ZMKffYzJkz4ezsjC5duuCHH36ASqWq+wB1YOnSpXByckKHDh2wePHiMkOSmnwODEFGRgYcHR3LbTekY15QUIDw8HCEhISU2R4SEoKTJ0/qKaq6kZGRAQDljvHhw4fh6uqK5s2bY+rUqUhOTtZHeLXq1q1b8PT0ROPGjTFhwgTcvXsXABAVFYXExMQyx18ul6NPnz4Gd/wLCgrw66+/4sUXXyxzXXVDPN6laXKMw8PDoVQqy7Tx9PREQECAzj8HHIrVs8TERLi5uZXZ5uDgAJlMhsTERHUbPz+/Mm1KnpOYmIjGjRvXSay1afXq1Rg0aBC8vb3LbP/kk0/Qv39/WFhY4MCBA5g9ezZSUlLw4Ycf6inS2vHGG2+gU6dOcHBwwNmzZzF37lxERUXhf//7HwDNPgcN3Z07d/DNN99gxYoVZbYb2jFPSUlBUVFRuePp5uZmMMeyIkIIvP322+jZsycCAgLU24cMGYJx48bB19cXUVFR+Oijj9CvXz+Eh4fXmwVdtdW1a1esW7cOzZs3R1JSEhYtWoTu3bvj6tWr6mNc0fGPiYnRR7g6s23bNjx8+LDMF3RDPN6P0uQYJyYmQiaTwcHBoVwbXf8dYGFXAwsWLMDChQurbBMWFlbu3LHKlP6mU0IIUWb7o23EvxMnKnpuXarJe3Hv3j3s3bsXmzZtKte29H/mHTp0AFB8blp9/E9em9zfeust9bZ27drBwcEBTz31lLoXD9Dsc1Af1OSYx8fHY/DgwRg3bhxefvnlMm0b0jHXRkW/s/XtWNammTNn4tKlSzh+/HiZ7ePHj1f/HBAQgM6dO8PX1xe7d+/GmDFj6jrMWjFkyBD1z23btkVQUBD8/f3xyy+/qCcKGMPxX716NYYMGVJmpMEQj3dlanKM6+JzwMKuBmbOnIkJEyZU2ebRHrbKuLu748yZM2W2paenQ6lUqr8NuLu7l6vwS7q2H/3GUNdq8l6sWbMGTk5OGDFiRLX779atGzIzM5GUlKT3XB/1OJ+Dkj/+t2/fhpOTk0afg/pC27zj4+MRHByMoKAgrFq1qtr91+djrglnZ2dIpdIKf2cbYj6aeP3117Fjxw4cPXoUjRo1qrKth4cHfH19cevWrTqKTvesrKzQtm1b3Lp1C6NGjQJQ3GPj4eGhbmNoxz8mJgb79+/Hli1bqmxniMe7ZAZ0VcfY3d0dBQUFSE9PL9Nrl5ycjO7du+s0PhZ2NeDs7AxnZ+da2VdQUBAWL16MhIQE9QckNDQUcrkcgYGB6jbvv/8+CgoK1LOLQkND4enpqXEBqSvavhdCCKxZswbPP/88zMzMqm0fEREBc3PzSpeK0afH+RxEREQAgPqYa/I5qC+0yfv+/fsIDg5GYGAg1qxZAxOT6k/rrc/HXBMymQyBgYHYt28fRo8erd6+b98+jBw5Uo+R1T4hBF5//XVs3boVhw8f1ui0kNTUVMTFxZX5D7GhUygUuHbtGnr16oXGjRvD3d0d+/btQ8eOHQEUn4t25MgRLF26VM+R1p41a9bA1dUVw4YNq7KdIR5vTY5xYGAgzMzMsG/fPjz99NMAgISEBFy5cgWff/65bgPU6dQMEjExMSIiIkIsXLhQWFtbi4iICBERESGysrKEEEIUFhaKgIAA0b9/f3H+/Hmxf/9+0ahRIzFz5kz1Ph4+fCjc3NzEM888Iy5fviy2bNkibG1txfLly/WVVo3t379fABCRkZHlHtuxY4dYtWqVuHz5srh9+7b46aefhK2trZg1a5YeIq09J0+eFF988YWIiIgQd+/eFRs3bhSenp5ixIgR6jaafA4amvv374umTZuKfv36iXv37omEhAT1rYShHvM//vhDmJmZidWrV4vIyEjx5ptvCisrKxEdHa3v0GrVq6++Kuzs7MThw4fLHN/c3FwhhBBZWVli9uzZ4uTJkyIqKkocOnRIBAUFCS8vL5GZmann6Gtu9uzZ4vDhw+Lu3bvi9OnT4sknnxQ2Njbq4/vZZ58JOzs7sWXLFnH58mXxzDPPCA8Pjwadc2lFRUXCx8dHvPfee2W2G9LxzsrKUv9/DUD9NzwmJkYIodkxnj59umjUqJHYv3+/OH/+vOjXr59o3769KCws1GnsLOx0bPLkyQJAuduhQ4fUbWJiYsSwYcOEhYWFcHR0FDNnziyztIkQQly6dEn06tVLyOVy4e7uLhYsWNAglzp55plnRPfu3St87O+//xYdOnQQ1tbWwtLSUgQEBIivvvpKKJXKOo6ydoWHh4uuXbsKOzs7YW5uLlq0aCHmz58vcnJyyrTT5HPQkKxZs6bCz37p75OGesyFEOK7774Tvr6+QiaTiU6dOpVZAsRQVHZ816xZI4QQIjc3V4SEhAgXFxdhZmYmfHx8xOTJk0VsbKx+A39M48ePFx4eHsLMzEx4enqKMWPGiKtXr6ofV6lUYv78+cLd3V3I5XLRu3dvcfnyZT1GXLv27t0rAIgbN26U2W5Ix/vQoUMVfrYnT54shNDsGOfl5YmZM2cKR0dHYWFhIZ588sk6eS8kQjSgyxcQERERUaW4jh0RERGRgWBhR0RERGQgWNgRERERGQgWdkREREQGgoUdERERkYFgYUdERERkIFjYERERERkIFnZEREREBoKFHVEtiIiIgEwmg0QigbW1Ne7cuVPm8X/++QcSiQQSiQQuLi5ISkqq1dc/fPiwev8VXT94wYIF6senTJlSq69dWt++fdWvEx0drbPXqYmvvvoKCxYswIIFCx57X1W9148q/d5LJBKYmprC1tYW/v7+GDZsGFavXo28vLxyz6tP72V0dLT6vdu2bVu5x6dMmaKO9fDhw3Ue36OUSiVatGgBiUSC119/Xa+xhIWFqd+bo0eP6jUWMg4s7IhqQceOHTFv3jwAQE5ODp5//nmoVCoAQFpaGl588UV12x9//BFubm56idOYffXVV1i4cCEWLlyo1ziKioqQlZWFu3fvYs+ePXj55ZfRqVMnXL9+Xa9xVSU6Olr93lVU2NU3X3/9NW7evAm5XI45c+boNZYuXbpg6NChAIBZs2ap/y4Q6QoLO6JaMnfuXHTr1g0AcPLkSXz++ecAgBkzZiAhIQEAMHnyZIwZM0ZvMepKbm4ugOKeQ1F8DWqNerOMzeTJkyGEwMOHD7Fnzx507NgRAHD9+nWEhIQgLS1N3Vbb97LkGOjD2rVr1bH27dtXb3EAQEFBAZYtWwYAGDlyJLy8vPQaDwC8+uqrAICLFy9i165deo6GDB0LO6JaIpVKsW7dOlhaWgIA5s+fjw8//BAbN24EAPj4+ODrr7/WZ4gVSkxMxJtvvolmzZrB3Nwc1tbW6NSpE5YtW4aCgoIybUsPQZ46dQp9+vSBlZWVukeiouHD0sN0Fd3Wrl372LGEhYVh4MCBsLKygpeXF6ZPn47s7GwAxUWHRCJBTExMuedKJBIAQH5+Pl544QV06NABLi4ukMlksLKyQrt27TBv3jzk5OTU6ntuZ2eHIUOG4OjRo2jSpAkAIC4uDl9++aW6TUXvZXR0tHpb3759sWvXLnTu3Bnm5uaYMWOG+rlHjx7F6NGj4e7uDplMBldXV4wdOxbh4eHlYklPT8cHH3yAdu3awcrKChYWFmjatCmmT5+ujiM4OFjd/pdffik3rF/VUOzmzZsxYMAAODo6QiaTwdPTE+PHj8f58+fLtCs9ZL1q1SrMmzcPvr6+sLS0RGBgIPbt26fRe7t582b1qQ7PPfdcmccqi7PkMyKRSMoM1Zc+BidOnMC4ceNgbW0NV1dXvPfee1AqlTh16hR69uwJS0tLNGvWDF9++SUevQT74MGD4eTkBABYuXKlRnkQ1Zggolr17bffCgBlbhKJRBw6dEhnr3no0CH1a/n6+pZ7fP78+erHJ0+erN5++/Zt4ebmVi7eklvPnj1FXl6eun3JdktLS2FhYaG+36dPHyGEEH369FFvi4qKEkIIMXny5Er3D0CsXbv2sWKxsLAQcrm8XPtp06YJIYRYs2ZNla8vhBDp6elVtgkJCSnzflb1Xmv63pf4/PPP1Y8HBASot1f0XkZFRam3OTg4CBMTk3L7XrlypZBIJBXmYWZmJnbu3Kl+jaioKOHt7V1hWzs7u3JxPHorec3Sx7j053z27NmVPtfMzExs3bq1wvfJwcGhXHuZTKZ+H6ry7LPPqn/nHj58WOaxyuIs/RmZP39+hcfAxcWlXEwjRowQ5ubm5bZv2LChXFwjRoxQ55Gbm1ttHkQ1xR47olo2Y8YM9O/fv8y2WbNm1dkQVUxMTLlescrOK5s1a5a6d+P5559HSkoKbt68ifbt2wMAjh8/jm+++abc83Jzc9GtWzfcvHkTOTk5VfZClB6mE0JgyZIl6sc6d+6M0aNHP1YseXl5GD16NB48eIBTp05BLpcDANatWwchBKZMmQIhBHx9fdXPKR0PgP9r715DomjbOID/2zbdVdc1T2mZhzyHlknUFkH5QcKCCDLEgg50EjJKUiLpYCLVhyT8oiGJWS1pBKGk5lZKFBYkuha44IlIJCI3XS13za15P8jc7x5mddT1kWef6wfCOMdr7hnca+97rhFyuRxqtRp9fX0YGxvD79+/0dvbi6SkJACARqPBp0+fHJ7jfCQkJLDp/v5+0dsNDw9j//79GBgYwOjoKPLz8zE4OIicnBxwHIfk5GTodDpMTEygra0NAQEBmJycxMmTJ2E2mwFMtfnAwAAAQKVSob29Hb9+/UJXVxfOnz8PYGpIuKWlhR2XH07mOM6qt9XWhw8fUFxcDADw8fFBc3MzRkdH2TWcnJzEiRMnBAtHzGYzNBoNRkZGcODAAQBTQ6zV1dUztsv79+8BAOHh4VAqlTOuL1ZUVBQGBwfx7t07Nq+urg4qlQrfvn3Do0eP2Pyqqiq77ZOTkwFMnYdtbyUhzkSJHSFONj4+bjXsBwA6nW6RonHMaDRCo9EAmBqaLCkpgZ+fH6Kjo62Go+rq6gS3r6qqQnR0NDw8PLB27VpRxywrK8PFixcBAImJiWhqaoK3t/e8YpFIJCgtLYW/vz9UKhVLlEwmk+jqY3d3d5hMJhw+fBihoaGQyWSIioqCVqtl63R1dYna13zwQ8NieHt7o6KiAiEhIVAoFIiJiUFjYyMmJiYAAO3t7YiPj4e7uzs2btyI79+/AwC+fv2Kzs5OmEwmNDY2sv1VV1djw4YN8PDwQHx8PC5fvjyvc6mtrWXTR48eRUpKChQKBbKzs1myPjQ0hNbWVrttjx8/jtTUVCiVSmRmZrL5YqqD+edZAwIC5hW/rStXrmDlypVQqVQIDAxk8/Pz8xEYGMi+oDiK0zIePkZCFgIldoQ4WW5uLnp7ewH8/4Nao9GIfrbG9vUYs31FSVhYmFWPFMdxuHr1qt16P378YD03SqUSPj4+bJnlw/pCyVFAQABWr14tOiYAUKvVOH36NAAgNjYWL168gK+v77xjCQoKwvLly9nvnp6ebNpkMomKrbi4GMeOHcPbt28xPDwsWLko1LPkDB8/fmTT/PN2YsTGxlqdKyDcPkKGhoag1+tZmysUCqseTWewjMV23zNd0/j4eDY9l+spBt9bC4C1w3SioqLYtFwuZ9MREREAwHqKAefGSchsUWJHiBM1NTXhzp07AIDAwEDU19dj2bJlAIC8vDz09PQsZnhWfH19IZVKAQAGgwEGg4Ets+xxEHo1C18gIlZtbS0bEg0PD8fLly+t9jufWPj25Tnq9ZquN+zhw4dsuqSkBOPj4+A4bsErmEdHR9n9AgB79+4Vva3QNbBsn1OnTtkl+BzH4e/fv9i5cyf8/PxYm4+NjeHLly8OjzWbnkShWGx7sGdzTWd77ODgYABgPZSWZDIZm7asIua/iE2Hbyux821ZxhMUFCRqG0LmghI7QpxkeHjY6n115eXlSEtLY0Na4+PjOHToEP78+TPtfgoKCuw+jKd7lmmu5HI5UlNTAUz1XuTk5ECv16Ovrw+FhYVsvT179szrOK9evUJGRgbMZjNWrVqF5uZmhISE/OOx8FWJAKyGWAHrD2cvLy8sWbIEtbW1qK+vn/PxpmMwGNDQ0IDt27ezJCc0NBQ5OTnz2m9aWhrrOaqsrMT9+/dhMBhgNBqh1Wpx6dIlbN26FcBUksNXMwNAZmYmtFotjEYjuru7UVRUxJZZtl1PT4+oKmHLa3Xv3j28fv0aP3/+RGlpKTo7OwEA/v7+LB5n2bx5M4Cp5HFkZMRqmWVPIX9tdTodKioqnBqDEP65Ojc3N/a8HSEL4h8p0SDkPyAjI4NVxR05coTNN5vNnEqlYsuKioqcfuy5VsV2d3cLVvvxP1u2bBGsRHVUDSpUybljx45pK04rKyudGotQDBzHcWfOnLHbJ1/Ne/PmTbtlEomEi4yMtItTTDs4antHP3FxcZxOp5vxPCyrYvnYbZWVlTmsirWN+fPnzzNWxXIcxxmNRsFrw7eJo2rTc+fOOYxDKpVyT548EWwny7a2vLeFqoptqdVqtn5dXZ3Vsv7+fs7NzY0tVygUHADO09NzxqpYy3spLCxMcL6j+2JycpLz8/PjAPsKa0KcjXrsCHGCmpoaq/fVlZSUsGVLly7FgwcP2LNC165dQ0dHx6LEaSs6OhparRbZ2dmIjIyEm5sbPDw8kJSUhBs3bqClpcVq+GouOJt3ei1WLAUFBTh48CBWrFhhN7yXm5uLwsJChIeHw93dHevXr8fTp0+xbdu2OR/PEYlEAi8vL6xZswa7du3C3bt30dHRgbi4OKfsPysrC2/evEF6ejqCg4MhlUrh6+uLxMREZGVloby8nK0bFhYGrVaL/Px8JCQkQC6XQyaTITIyEhkZGWw9mUyGx48fY9OmTfDy8hIdy+3bt1FTU4OUlBT4+PhAKpUiKCgI6enpaG1txb59+5xyzpbS09NZcYNarbZaFhERgWfPniE5ORlyuRxKpRIXLlxgLzReKM+fP4derwcAq/cNErIQlnBi/+oSQggh/wK3bt1CXl4eZDIZ+vv72XN3i2X37t1oaGjAunXr0NHRAYmE+lTIwqG7ixBCiEs5e/YsYmJiYDKZcP369UWNpa2tDQ0NDQCm/octJXVkoVGPHSGEEEKIi6CvDoQQQgghLoISO0IIIYQQF0GJHSGEEEKIi6DEjhBCCCHERVBiRwghhBDiIiixI4QQQghxEZTYEUIIIYS4CErsCCGEEEJcBCV2hBBCCCEughI7QgghhBAX8T93NgSOrRXo/gAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "Powers = [1, 11] * u.W\n", "Wavelength = 1.064*u.um\n", @@ -680,29 +922,46 @@ "w_z = [30, 67]*u.um # Beam Waists in the y direction\n", "\n", "options = {\n", - " 'axis': 0, # axis referenced to the beam along which you want the dipole trap potential\n", - " 'extent': 1e3, # range of spatial coordinates in one direction to calculate trap potential over\n", - " 'crossed': True,\n", + " 'axis':0, # axis referenced to the beam along which you want the dipole trap potential\n", + " 'extent': 1e2, # range of spatial coordinates in one direction to calculate trap potential over\n", + " 'crossed': True, # Flag for either a crossed beam configuration or a single focussed beam\n", " 'delta': 70, # angle between arms in degrees\n", - " 'modulation': False,\n", + " 'modulation': False, # Flag for spatial modulation of a single beam\n", " 'aspect_ratio': 5, # required aspect ratio of modulated arm\n", - " 'gravity': False,\n", - " 'tilt_gravity': False,\n", + " 'gravity': False, # Flag for adding levitation/gravitation potential\n", + " 'tilt_gravity': False, # Flag for tilt of the beam wrt to gravity axis\n", " 'theta': 0.75, # gravity tilt angle in degrees\n", " 'tilt_axis': [1, 0, 0], # lab space coordinates are rotated about x-axis in reference frame of beam\n", - " 'astigmatism': False,\n", - " 'disp_foci': 2.5*u.mm, #0.9 * z_R(w_0 = np.asarray([30]), lamb = 1.064)[0]*u.um, # difference in position of the foci along the propagation direction (Astigmatism)\n", - " 'extract_trap_frequencies': False\n", + " 'astigmatism': False, # Flag for astigmatism of beam\n", + " 'foci_disp_single': 2.5*u.mm, #0.9 * z_R(w_0 = np.asarray([30]), lamb = 1.064)[0]*u.um, # difference in position of the foci along the propagation direction\n", + " 'foci_disp_crossed': [2.5*u.mm, 1.5*u.mm], # astigmatism of each of the two beams in the cODT\n", + " 'foci_shift': [0.0*u.mm, 0.0*u.mm],\n", + " 'beam_disp': [[0.0, 0.0, 0.0]*u.mm, [0.01, 0, 0.023]*u.mm],\n", + " 'extract_trap_frequencies': False # Flag to extract trap frequencies by fitting the computed potential\n", "}\n", "\n", - "Positions, TrapPotential = computeTrapPotential(w_x, w_z, Powers, options)\n", + "Positions, IdealTrappingPotential, TrappingPotential, TrapDepthsInKelvin, CalculatedTrapFrequencies, ExtractedTrapFrequencies = computeTrapPotential(w_x, w_z, Powers, options)\n", + "\n", + "EffectiveTrapDepthInKelvin = TrapDepthsInKelvin[1]\n", + "v = ExtractedTrapFrequencies[0][0]\n", + "dv = ExtractedTrapFrequencies[0][1]\n", "\n", "plt.figure()\n", - "plt.plot(Positions[options['axis']], TrapPotential[options['axis']], label = 'Crossed beam potential')\n", - "#plt.xlim([-500, 500])\n", - "#plt.ylim([-1800, -200])\n", - "plt.legend()\n", - "plt.show()" + "plt.plot(Positions[options['axis']], TrappingPotential[options['axis']], label = 'Effective Trap Depth = ' + str(round(EffectiveTrapDepthInKelvin.value, 2)) + ' ' + str(EffectiveTrapDepthInKelvin.unit) + '; ' + generate_label(v, dv)) \n", + "axis = options['axis']\n", + "if axis == 0:\n", + " dir = 'X - Horizontal'\n", + "elif axis == 1:\n", + " dir = 'Y - Propagation'\n", + "else:\n", + " dir = 'Z - Vertical'\n", + " \n", + "plt.ylim(top = 0)\n", + "plt.xlabel(dir + ' Direction (um)', fontsize= 12, fontweight='bold')\n", + "plt.ylabel('Trap Potential (uK)', fontsize= 12, fontweight='bold')\n", + "plt.tight_layout()\n", + "plt.grid(visible=1)\n", + "plt.legend(loc=1, prop={'size': 12, 'weight': 'bold'})" ] }, { @@ -715,14 +974,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "id": "09149423", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "v_x = 419.68 Hz\n", + "v_y = 255.73 Hz\n", + "v_z = 491.44 Hz\n" + ] + } + ], "source": [ "Powers = [1, 11] * u.W\n", - "w_x = [30, 50]*u.um # Beam Waists in the x direction\n", - "w_z = [30, 50]*u.um # Beam Waists in the y direction\n", + "w_x = [30, 67]*u.um # Beam Waists in the x direction\n", + "w_z = [30, 67]*u.um # Beam Waists in the y direction\n", "\n", "options = {\n", " 'axis': 1, # axis referenced to the beam along which you want the dipole trap potential\n", @@ -736,7 +1005,10 @@ " 'theta': 0.75, # gravity tilt angle in degrees\n", " 'tilt_axis': [1, 0, 0], # lab space coordinates are rotated about x-axis in reference frame of beam\n", " 'astigmatism': False, # Flag for astigmatism of beam\n", - " 'disp_foci': 2.5*u.mm, #0.9 * z_R(w_0 = np.asarray([30]), lamb = 1.064)[0]*u.um, # difference in position of the foci along the propagation direction (Astigmatism)\n", + " 'foci_disp_single': 2.5*u.mm, #0.9 * z_R(w_0 = np.asarray([30]), lamb = 1.064)[0]*u.um, # difference in position of the foci along the propagation direction\n", + " 'foci_disp_crossed': [2.5*u.mm, 1.5*u.mm], # astigmatism of each of the two beams in the cODT\n", + " 'foci_shift': [0.01*u.mm, 0.20*u.mm],\n", + " 'beam_disp': [[0, 0, 0.5]*u.mm, [0, 0, 0.5]*u.mm],\n", " 'extract_trap_frequencies': False # Flag to extract trap frequencies by fitting the computed potential\n", "}\n", "\n", @@ -752,31 +1024,10 @@ { "cell_type": "code", "execution_count": null, - "id": "712ec2c7", + "id": "fc585c24", "metadata": {}, "outputs": [], - "source": [ - "Powers = [1, 11] * u.W\n", - "w_x = [30, 50]*u.um # Beam Waists in the x direction\n", - "w_z = [30, 50]*u.um # Beam Waists in the y direction\n", - "\n", - "options = {\n", - " 'axis': 1, # axis referenced to the beam along which you want the dipole trap potential\n", - " 'extent': 1e3, # range of spatial coordinates in one direction to calculate trap potential over\n", - " 'crossed': True, # Flag for either a crossed beam configuration or a single focussed beam\n", - " 'delta': 70, # angle between arms in degrees\n", - " 'modulation': False, # Flag for spatial modulation of a single beam\n", - " 'aspect_ratio': 5, # required aspect ratio of modulated arm\n", - " 'gravity': False, # Flag for adding levitation/gravitation potential\n", - " 'tilt_gravity': False, # Flag for tilt of the beam wrt to gravity axis\n", - " 'theta': 0.75, # gravity tilt angle in degrees\n", - " 'tilt_axis': [1, 0, 0], # lab space coordinates are rotated about x-axis in reference frame of beam\n", - " 'astigmatism': False, # Flag for astigmatism of beam\n", - " 'disp_foci': 2.5*u.mm, #0.9 * z_R(w_0 = np.asarray([30]), lamb = 1.064)[0]*u.um, # difference in position of the foci along the propagation direction (Astigmatism)\n", - " 'disp_foci_crossed': [2.5*u.mm, 1.5*u.mm], # astigmatism of each of the two beams in the cODT\n", - " 'extract_trap_frequencies': False # Flag to extract trap frequencies by fitting the computed potential\n", - "}" - ] + "source": [] } ], "metadata": { @@ -795,7 +1046,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.9.13" } }, "nbformat": 4, diff --git a/calculateDipoleTrapPotential.py b/calculateDipoleTrapPotential.py index b6a3f6e..abfe07c 100644 --- a/calculateDipoleTrapPotential.py +++ b/calculateDipoleTrapPotential.py @@ -6,6 +6,10 @@ from scipy import signal, interpolate from scipy.optimize import curve_fit from astropy import units as u, constants as ac +DY_POLARIZABILITY = 184.4 # in a.u, most precise measured value of Dy polarizability +DY_MASS = 164*u.u +DY_DIPOLE_MOMENT = 9.93 * ac.muB + ##################################################################### # HELPER FUNCTIONS # ##################################################################### @@ -80,20 +84,20 @@ def w(pos, w_0, lamb): # COLLISION RATES, PSD # ##################################################################### -def calculateAtomNumber(NCount, pixel_size = 5.86 * u.um, magnification = 0.5, eta = 0.5): +def calculateAtomNumber(NCount, pixel_size, magnification, eta): sigma = 8.468e-14 * (u.m)**(2) return (1/eta * 1/sigma * NCount * pixel_size**2/magnification**2).decompose() -def meanThermalVelocity(T, m = 164*u.u): +def meanThermalVelocity(T, m = DY_MASS): return 4 * np.sqrt((ac.k_B * T) /(np.pi * m)) -def particleDensity(w_x, w_z, Power, N, T, m = 164*u.u): # For a thermal cloud +def particleDensity(w_x, w_z, Power, N, T, m = DY_MASS): # For a thermal cloud v_x = calculateTrapFrequency(w_x, w_z, Power, dir = 'x') v_y = calculateTrapFrequency(w_x, w_z, Power, dir = 'y') v_z = calculateTrapFrequency(w_x, w_z, Power, dir = 'z') return N * (2 * np.pi)**3 * (v_x * v_y * v_z) * (m / (2 * np.pi * ac.k_B * T))**(3/2) -def calculateParticleDensityFromMeasurements(v_x, dv_x, v_y, dv_y, v_z, dv_z, w_x, w_z, T_x, T_y, dT_x, dT_y, modulation_depth, N, m = 164*u.u): +def calculateParticleDensityFromMeasurements(v_x, dv_x, v_y, dv_y, v_z, dv_z, w_x, w_z, T_x, T_y, dT_x, dT_y, modulation_depth, N, m = DY_MASS): alpha_x = [(v_x[0]/x)**(2/3) for x in v_x] dalpha_x = [alpha_x[i] * np.sqrt((dv_x[0]/v_x[0])**2 + (dv_x[i]/v_x[i])**2) for i in range(len(v_x))] alpha_y = [(v_z[0]/y)**2 for y in v_z] @@ -118,7 +122,7 @@ def calculateParticleDensityFromMeasurements(v_x, dv_x, v_y, dv_y, v_z, dv_z, w_ return pd, dpd, avg_T, avg_dT, new_aspect_ratio -def thermaldeBroglieWavelength(T, m = 164*u.u): +def thermaldeBroglieWavelength(T, m = DY_MASS): return np.sqrt((2*np.pi*ac.hbar**2)/(m*ac.k_B*T)) def scatteringLength(B, FR_choice = 1, ABKG_choice = 1): @@ -161,7 +165,7 @@ def scatteringLength(B, FR_choice = 1, ABKG_choice = 1): a_s = a_bkg * np.prod([(1 - resonancewB[j] / (B - resonanceB[j])) for j in range(len(resonanceB))]) return a_s, a_bkg -def dipolarLength(mu = 9.93 * ac.muB, m = 164*u.u): +def dipolarLength(mu = DY_DIPOLE_MOMENT, m = DY_MASS): return (m * ac.mu0 * mu**2) / (12 * np.pi * ac.hbar**2) def scatteringCrossSection(B): @@ -213,19 +217,19 @@ def convert_modulation_depth_to_temperature(modulation_depth): def gravitational_potential(positions, m): return m * ac.g0 * positions -def single_gaussian_beam_potential(positions, waists, alpha = 184.4, P=1, wavelength=1.064*u.um): +def single_gaussian_beam_potential(positions, waists, alpha = DY_POLARIZABILITY, P=1, wavelength=1.064*u.um): A = 2*P/(np.pi*w(positions[1,:], waists[0], wavelength)*w(positions[1,:], waists[1], wavelength)) U_tilde = (1 / (2 * ac.eps0 * ac.c)) * alpha * (4 * np.pi * ac.eps0 * ac.a0**3) U = - U_tilde * A * np.exp(-2 * ((positions[0,:]/w(positions[1,:], waists[0], wavelength))**2 + (positions[2,:]/w(positions[1,:], waists[1], wavelength))**2)) return U -def astigmatic_single_gaussian_beam_potential(positions, waists, del_y, alpha = 184.4, P=1, wavelength=1.064*u.um): +def astigmatic_single_gaussian_beam_potential(positions, waists, del_y, alpha = DY_POLARIZABILITY, P=1, wavelength=1.064*u.um): A = 2*P/(np.pi*w(positions[1,:] - (del_y/2), waists[0], wavelength)*w(positions[1,:] + (del_y/2), waists[1], wavelength)) U_tilde = (1 / (2 * ac.eps0 * ac.c)) * alpha * (4 * np.pi * ac.eps0 * ac.a0**3) U = - U_tilde * A * np.exp(-2 * ((positions[0,:]/w(positions[1,:] - (del_y/2), waists[0], wavelength))**2 + (positions[2,:]/w(positions[1,:] + (del_y/2), waists[1], wavelength))**2)) return U -def modulated_single_gaussian_beam_potential(positions, waists, alpha = 184.4, P=1, wavelength=1.064*u.um, mod_amp=1): +def modulated_single_gaussian_beam_potential(positions, waists, alpha = DY_POLARIZABILITY, P=1, wavelength=1.064*u.um, mod_amp=1): mod_amp = mod_amp * waists[0] n_points = len(positions[0,:]) dx, x_mod = modulation_function(mod_amp, n_points, func = 'arccos') @@ -237,7 +241,7 @@ def modulated_single_gaussian_beam_potential(positions, waists, alpha = 184.4, P U = - U_tilde * A * 1/(2*mod_amp) * np.trapz(dU, dx = dx, axis = 0) return U -def harmonic_potential(pos, v, xoffset, yoffset, m = 164*u.u): +def harmonic_potential(pos, v, xoffset, yoffset, m = DY_MASS): U_Harmonic = ((0.5 * m * (2 * np.pi * v*u.Hz)**2 * (pos*u.um - xoffset*u.um)**2)/ac.k_B).to(u.uK) + yoffset*u.uK return U_Harmonic.value @@ -245,38 +249,60 @@ def gaussian_potential(pos, amp, waist, xoffset, yoffset): U_Gaussian = amp * np.exp(-2 * ((pos + xoffset) / waist)**2) + yoffset return U_Gaussian -def crossed_beam_potential(positions, theta, waists, P, alpha = 184.4, wavelength=1.064*u.um): +def crossed_beam_potential(positions, waists, P, options, alpha = DY_POLARIZABILITY, wavelength=1.064*u.um): - beam_1_positions = positions - A_1 = 2*P[0]/(np.pi*w(beam_1_positions[1,:], waists[0][0], wavelength)*w(beam_1_positions[1,:], waists[0][1], wavelength)) + delta = options['delta'] + + foci_shift = options['foci_shift'] + focus_shift_beam_1 = foci_shift[0] + focus_shift_beam_2 = foci_shift[1] + + beam_disp = options['beam_disp'] + beam_1_disp = (np.ones(np.shape(positions.T)) * np.array(beam_disp[0])).T * beam_disp[0].unit + beam_2_disp = (np.ones(np.shape(positions.T)) * np.array(beam_disp[1])).T * beam_disp[1].unit + + beam_1_positions = positions + beam_1_disp + A_1 = 2*P[0]/(np.pi*w(beam_1_positions[1,:] + focus_shift_beam_1, waists[0][0], wavelength)*w(beam_1_positions[1,:] + focus_shift_beam_1, waists[0][1], wavelength)) U_1_tilde = (1 / (2 * ac.eps0 * ac.c)) * alpha * (4 * np.pi * ac.eps0 * ac.a0**3) - U_1 = - U_1_tilde * A_1 * np.exp(-2 * ((beam_1_positions[0,:]/w(beam_1_positions[1,:], waists[0][0], wavelength))**2 + (beam_1_positions[2,:]/w(beam_1_positions[1,:], waists[0][1], wavelength))**2)) + U_1 = - U_1_tilde * A_1 * np.exp(-2 * ((beam_1_positions[0,:]/w(beam_1_positions[1,:] + focus_shift_beam_1, waists[0][0], wavelength))**2 + (beam_1_positions[2,:]/w(beam_1_positions[1,:] + focus_shift_beam_1, waists[0][1], wavelength))**2)) - R = rotation_matrix([0, 0, 1], np.radians(theta)) - beam_2_positions = np.dot(R, beam_1_positions) - A_2 = 2*P[1]/(np.pi*w(beam_2_positions[1,:], waists[1][0], wavelength)*w(beam_2_positions[1,:], waists[1][1], wavelength)) + R = rotation_matrix([0, 0, 1], np.radians(delta)) + beam_2_positions = np.dot(R, beam_1_positions) + beam_2_disp + A_2 = 2*P[1]/(np.pi*w(beam_2_positions[1,:] + focus_shift_beam_2, waists[1][0], wavelength)*w(beam_2_positions[1,:] + focus_shift_beam_2, waists[1][1], wavelength)) U_2_tilde = (1 / (2 * ac.eps0 * ac.c)) * alpha * (4 * np.pi * ac.eps0 * ac.a0**3) - U_2 = - U_2_tilde * A_2 * np.exp(-2 * ((beam_2_positions[0,:]/w(beam_2_positions[1,:], waists[1][0], wavelength))**2 + (beam_2_positions[2,:]/w(beam_2_positions[1,:], waists[1][1], wavelength))**2)) + U_2 = - U_2_tilde * A_2 * np.exp(-2 * ((beam_2_positions[0,:]/w(beam_2_positions[1,:] + focus_shift_beam_2, waists[1][0], wavelength))**2 + (beam_2_positions[2,:]/w(beam_2_positions[1,:] + focus_shift_beam_2, waists[1][1], wavelength))**2)) U = U_1 + U_2 return U -def astigmatic_crossed_beam_potential(positions, theta, waists, P, del_y, alpha = 184.4, wavelength=1.064*u.um): - +def astigmatic_crossed_beam_potential(positions, waists, P, options, alpha = DY_POLARIZABILITY, wavelength=1.064*u.um): + + delta = options['delta'] + + del_y = options['foci_disp_crossed'] del_y_1 = del_y[0] del_y_2 = del_y[1] - beam_1_positions = positions - A_1 = 2*P[0]/(np.pi*w(beam_1_positions[1,:] - (del_y_1/2), waists[0][0], wavelength)*w(beam_1_positions[1,:] + (del_y_1/2), waists[0][1], wavelength)) - U_1_tilde = (1 / (2 * ac.eps0 * ac.c)) * alpha * (4 * np.pi * ac.eps0 * ac.a0**3) - U_1 = - U_1_tilde * A_1 * np.exp(-2 * ((beam_1_positions[0,:]/w(beam_1_positions[1,:] - (del_y_1/2), waists[0][0], wavelength))**2 + (beam_1_positions[2,:]/w(beam_1_positions[1,:] + (del_y_1/2), waists[0][1], wavelength))**2)) - R = rotation_matrix([0, 0, 1], np.radians(theta)) - beam_2_positions = np.dot(R, beam_1_positions) - A_2 = 2*P[1]/(np.pi*w(beam_2_positions[1,:] - (del_y_2/2), waists[1][0], wavelength)*w(beam_2_positions[1,:] + (del_y_2/2), waists[1][1], wavelength)) + foci_shift = options['foci_shift'] + focus_shift_beam_1 = foci_shift[0] + focus_shift_beam_2 = foci_shift[1] + + beam_disp = options['beam_disp'] + beam_1_disp = (np.ones(np.shape(positions.T)) * np.array(beam_disp[0])).T * beam_disp[0].unit + beam_2_disp = (np.ones(np.shape(positions.T)) * np.array(beam_disp[1])).T * beam_disp[1].unit + + beam_1_positions = positions + beam_1_disp + A_1 = 2*P[0]/(np.pi*w(beam_1_positions[1,:] - (del_y_1/2) + focus_shift_beam_1, waists[0][0], wavelength)*w(beam_1_positions[1,:] + (del_y_1/2) + focus_shift_beam_1, waists[0][1], wavelength)) + U_1_tilde = (1 / (2 * ac.eps0 * ac.c)) * alpha * (4 * np.pi * ac.eps0 * ac.a0**3) + U_1 = - U_1_tilde * A_1 * np.exp(-2 * ((beam_1_positions[0,:]/w(beam_1_positions[1,:] - (del_y_1/2) + focus_shift_beam_1, waists[0][0], wavelength))**2 + (beam_1_positions[2,:]/w(beam_1_positions[1,:] + (del_y_1/2) + focus_shift_beam_1, waists[0][1], wavelength))**2)) + + R = rotation_matrix([0, 0, 1], np.radians(delta)) + beam_2_positions = np.dot(R, beam_1_positions) + beam_2_disp + A_2 = 2*P[1]/(np.pi*w(beam_2_positions[1,:] - (del_y_2/2) + focus_shift_beam_2, waists[1][0], wavelength)*w(beam_2_positions[1,:] + (del_y_2/2) + focus_shift_beam_2, waists[1][1], wavelength)) U_2_tilde = (1 / (2 * ac.eps0 * ac.c)) * alpha * (4 * np.pi * ac.eps0 * ac.a0**3) - U_2 = - U_2_tilde * A_2 * np.exp(-2 * ((beam_2_positions[0,:]/w(beam_2_positions[1,:] - (del_y_2/2), waists[1][0], wavelength))**2 + (beam_2_positions[2,:]/w(beam_2_positions[1,:] + (del_y_2/2), waists[1][1], wavelength))**2)) + U_2 = - U_2_tilde * A_2 * np.exp(-2 * ((beam_2_positions[0,:]/w(beam_2_positions[1,:] - (del_y_2/2) + focus_shift_beam_2, waists[1][0], wavelength))**2 + (beam_2_positions[2,:]/w(beam_2_positions[1,:] + (del_y_2/2) + focus_shift_beam_2, waists[1][1], wavelength))**2)) U = U_1 + U_2 @@ -286,10 +312,10 @@ def astigmatic_crossed_beam_potential(positions, theta, waists, P, del_y, alpha # COMPUTE/EXTRACT TRAP POTENTIAL AND PARAMETERS # ##################################################################### -def trap_depth(w_1, w_2, P, alpha = 184.4): +def trap_depth(w_1, w_2, P, alpha = DY_POLARIZABILITY): return 2*P/(np.pi*w_1*w_2) * (1 / (2 * ac.eps0 * ac.c)) * alpha * (4 * np.pi * ac.eps0 * ac.a0**3) -def calculateTrapFrequency(w_x, w_z, Power, dir = 'x', m = 164*u.u): +def calculateTrapFrequency(w_x, w_z, Power, dir = 'x', m = DY_MASS): TrapDepth = trap_depth(w_x, w_z, Power) TrapFrequency = np.nan if dir == 'x': @@ -301,7 +327,7 @@ def calculateTrapFrequency(w_x, w_z, Power, dir = 'x', m = 164*u.u): TrapFrequency = ((1/(2 * np.pi)) * np.sqrt(4 * TrapDepth/ (m*w_z**2))).decompose() return round(TrapFrequency.value, 2)*u.Hz -def calculateCrossedBeamTrapFrequency(delta, Waists, Powers, dir = 'x', m = 164*u.u, wavelength=1.064*u.um): +def calculateCrossedBeamTrapFrequency(delta, Waists, Powers, dir = 'x', m = DY_MASS, wavelength=1.064*u.um): TrapDepth_1 = trap_depth(Waists[0][0], Waists[1][0], Powers[0]) TrapDepth_2 = trap_depth(Waists[0][1], Waists[1][1], Powers[1]) @@ -392,7 +418,7 @@ def computeTrapPotential(w_x, w_z, Power, options): if gravity and not astigmatism: # Influence of Gravity - m = 164*u.u + m = DY_MASS gravity_axis = np.array([0, 0, 1]) tilt_gravity = options['tilt_gravity'] theta = options['theta'] @@ -407,24 +433,24 @@ def computeTrapPotential(w_x, w_z, Power, options): elif not gravity and astigmatism: # Influence of Astigmatism - disp_foci = options['disp_foci'] - TrappingPotential = astigmatic_single_gaussian_beam_potential(Positions, np.asarray([w_x.value, w_z.value])*u.um, P = Power, del_y = disp_foci) + foci_disp_single = options['foci_disp_single'] + TrappingPotential = astigmatic_single_gaussian_beam_potential(Positions, np.asarray([w_x.value, w_z.value])*u.um, P = Power, del_y = foci_disp_single) TrappingPotential = TrappingPotential * (np.ones((3, len(TrappingPotential))) * projection_axis[:, np.newaxis]) TrappingPotential = (TrappingPotential/ac.k_B).to(u.uK) elif gravity and astigmatism: # Influence of Gravity and Astigmatism - m = 164*u.u + m = DY_MASS gravity_axis = np.array([0, 0, 1]) tilt_gravity = options['tilt_gravity'] theta = options['theta'] tilt_axis = options['tilt_axis'] - disp_foci = options['disp_foci'] + foci_disp_single = options['foci_disp_single'] if tilt_gravity: R = rotation_matrix(tilt_axis, np.radians(theta)) gravity_axis = np.dot(R, gravity_axis) gravity_axis_positions = np.vstack((x_Positions, y_Positions, z_Positions)) * gravity_axis[:, np.newaxis] - TrappingPotential = astigmatic_single_gaussian_beam_potential(Positions, np.asarray([w_x.value, w_z.value])*u.um, P = Power, del_y = disp_foci) + TrappingPotential = astigmatic_single_gaussian_beam_potential(Positions, np.asarray([w_x.value, w_z.value])*u.um, P = Power, del_y = foci_disp_single) TrappingPotential = TrappingPotential * (np.ones((3, len(TrappingPotential))) * projection_axis[:, np.newaxis]) + gravitational_potential(gravity_axis_positions, m) TrappingPotential = (TrappingPotential/ac.k_B).to(u.uK) @@ -472,15 +498,14 @@ def computeTrapPotential(w_x, w_z, Power, options): return Positions, IdealTrappingPotential, TrappingPotential, TrapDepthsInKelvin, CalculatedTrapFrequencies, ExtractedTrapFrequencies else: - delta = options['delta'] waists = np.vstack((np.asarray([w_x[0].value, w_z[0].value])*u.um, np.asarray([w_x[1].value, w_z[1].value])*u.um)) - IdealTrappingPotential = crossed_beam_potential(Positions, delta, waists, P = Power) + IdealTrappingPotential = crossed_beam_potential(Positions, waists, Power, options) IdealTrappingPotential = IdealTrappingPotential * (np.ones((3, len(IdealTrappingPotential))) * projection_axis[:, np.newaxis]) IdealTrappingPotential = (IdealTrappingPotential/ac.k_B).to(u.uK) if gravity and not astigmatism: # Influence of Gravity - m = 164*u.u + m = DY_MASS gravity_axis = np.array([0, 0, 1]) tilt_gravity = options['tilt_gravity'] theta = options['theta'] @@ -489,37 +514,73 @@ def computeTrapPotential(w_x, w_z, Power, options): R = rotation_matrix(tilt_axis, np.radians(theta)) gravity_axis = np.dot(R, gravity_axis) gravity_axis_positions = np.vstack((x_Positions, y_Positions, z_Positions)) * gravity_axis[:, np.newaxis] - TrappingPotential = crossed_beam_potential(Positions, delta, waists, P = Power) + TrappingPotential = crossed_beam_potential(Positions, waists, Power, options) TrappingPotential = TrappingPotential * (np.ones((3, len(TrappingPotential))) * projection_axis[:, np.newaxis]) + gravitational_potential(gravity_axis_positions, m) TrappingPotential = (TrappingPotential/ac.k_B).to(u.uK) elif not gravity and astigmatism: # Influence of Astigmatism - disp_foci = options['disp_foci_crossed'] - TrappingPotential = astigmatic_crossed_beam_potential(Positions, delta, waists, P = Power, del_y = disp_foci) + TrappingPotential = astigmatic_crossed_beam_potential(Positions, waists, Power, options) TrappingPotential = TrappingPotential * (np.ones((3, len(TrappingPotential))) * projection_axis[:, np.newaxis]) TrappingPotential = (TrappingPotential/ac.k_B).to(u.uK) elif gravity and astigmatism: # Influence of Gravity and Astigmatism - m = 164*u.u + m = DY_MASS gravity_axis = np.array([0, 0, 1]) tilt_gravity = options['tilt_gravity'] theta = options['theta'] tilt_axis = options['tilt_axis'] - disp_foci = options['disp_foci_crossed'] if tilt_gravity: R = rotation_matrix(tilt_axis, np.radians(theta)) gravity_axis = np.dot(R, gravity_axis) gravity_axis_positions = np.vstack((x_Positions, y_Positions, z_Positions)) * gravity_axis[:, np.newaxis] - TrappingPotential = astigmatic_crossed_beam_potential(Positions, delta, waists, P = Power, del_y = disp_foci) + TrappingPotential = astigmatic_crossed_beam_potential(Positions, waists, Power, options) TrappingPotential = TrappingPotential * (np.ones((3, len(TrappingPotential))) * projection_axis[:, np.newaxis]) + gravitational_potential(gravity_axis_positions, m) TrappingPotential = (TrappingPotential/ac.k_B).to(u.uK) else: TrappingPotential = IdealTrappingPotential - return Positions, TrappingPotential + infls = np.where(np.diff(np.sign(np.gradient(np.gradient(TrappingPotential[axis].value)))))[0] + + try: + if TrappingPotential[axis][0] > TrappingPotential[axis][-1]: + EffectiveTrapDepthInKelvin = max(TrappingPotential[axis][infls[1]:-1]) - min(TrappingPotential[axis][infls[0]:infls[1]]) + elif TrappingPotential[axis][0] < TrappingPotential[axis][-1]: + EffectiveTrapDepthInKelvin = max(TrappingPotential[axis][0:infls[0]]) - min(TrappingPotential[axis][infls[0]:infls[1]]) + else: + EffectiveTrapDepthInKelvin = IdealTrapDepthInKelvin + except: + EffectiveTrapDepthInKelvin = np.nan + + TrapDepthsInKelvin = [IdealTrapDepthInKelvin, EffectiveTrapDepthInKelvin] + + v_x = calculateCrossedBeamTrapFrequency(options['delta'], [w_x, w_z], Power, dir = 'x') + v_y = calculateCrossedBeamTrapFrequency(options['delta'], [w_x, w_z], Power, dir = 'y') + v_z = calculateCrossedBeamTrapFrequency(options['delta'], [w_x, w_z], Power, dir = 'z') + CalculatedTrapFrequencies = [v_x, v_y, v_z] + + v, dv, popt, pcov = extractTrapFrequency(Positions, IdealTrappingPotential, axis) + if np.isinf(v): + v = np.nan + if np.isinf(dv): + dv = np.nan + + IdealTrapFrequency = [v, dv] + + if options['extract_trap_frequencies']: + v, dv, popt, pcov = extractTrapFrequency(Positions, TrappingPotential, axis) + if np.isinf(v): + v = np.nan + if np.isinf(dv): + dv = np.nan + TrapFrequency = [v, dv] + ExtractedTrapFrequencies = [IdealTrapFrequency, TrapFrequency] + else: + ExtractedTrapFrequencies = [IdealTrapFrequency] + + return Positions, IdealTrappingPotential, TrappingPotential, TrapDepthsInKelvin, CalculatedTrapFrequencies, ExtractedTrapFrequencies def extractWaist(Positions, TrappingPotential): tmp_pos = Positions.value @@ -538,7 +599,7 @@ def extractWaist(Positions, TrappingPotential): popt, pcov = curve_fit(gaussian_potential, xdata, Potential, p0) return popt, pcov -def computeIntensityProfileAndPotentials(Power, waists, wavelength, options, alpha = 184.4): +def computeIntensityProfileAndPotentials(Power, waists, wavelength, options, alpha = DY_POLARIZABILITY): w_x = waists[0] w_z = waists[1] extent = options['extent'] @@ -939,4 +1000,3 @@ def plotCollisionRatesAndPSD(Gamma_elastic, PSD, modulation_depth, new_aspect_ra ##################################################################### -#Polarizability = 184.4 # in a.u, most precise measured value of Dy polarizability \ No newline at end of file