diff --git a/scaling.ipynb b/scaling.ipynb deleted file mode 100644 index 43f5839..0000000 --- a/scaling.ipynb +++ /dev/null @@ -1,120 +0,0 @@ -{ - "nbformat": 4, - "nbformat_minor": 0, - "metadata": { - "colab": { - "provenance": [], - "authorship_tag": "ABX9TyPgnj6oMd09zXFrdRB3MOJM", - "include_colab_link": true - }, - "kernelspec": { - "name": "python3", - "display_name": "Python 3" - }, - "language_info": { - "name": "python" - } - }, - "cells": [ - { - "cell_type": "markdown", - "metadata": { - "id": "view-in-github", - "colab_type": "text" - }, - "source": [ - "\"Open" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 256 - }, - "id": "FCci8NvF5jxW", - "outputId": "5f7d6dbb-075a-4324-d7f0-6711768161a5" - }, - "outputs": [ - { - "output_type": "display_data", - "data": { - "text/plain": [ - "
" - ], - "image/png": 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XipUqX1HrxNfKygo5OTmNtuXk5MDQ0PCZo70AIBQKIRSyPyxvaaiNYR2tMKyjFQAgt6waq0/dxd+x2dh26QGCY7OxYXxn9HIyYTlSQpoW/qAAi3+LRH65CAZCPsb52OLVbrbwsTNu9EauxePCTF8IM33p315PRxO83r09TkY/wg8X7iOtoBLrzsTj56vJ+PFNH/g6m750bCKRCBKJBHZ2dtDV1X3p4xHlp6OjAy0tLaSlpUEkEkFbu+1HU2vqxPjoeCz+iHwIQJrwvupji8UDXeFgqvfM5wj5PNn1vrhShL9isnD01kNEZxTj05OxiE4vxrpXOypV8kDIkypFdfjmn0TsDUsBwwCmegKsHuON0Z2tle5Dm1onvn5+fjhz5kyjbefOnYOfnx9LEbWehYE2tk/tjuDYbHx6KhbJ+RWYsCMcU3vb46MRnnK5DUxIazEMg11XU7AhOAFiCQNPa0PsmNod9qbNTzD5PC5e794eY7va4ERUJn64cB8ZhVWYticCWyd3wyteli8+SDPIc9SPKB95nu+KmjrMP3Ab15LyweUA43xssWSgGxzNnp3wPouxrgBTfB0wuZc9fr6SjK+CE/BH5EMkZJfip6ndYWdCH9KIcglLyscHf9zBw6IqAMBrPrb4ZJQXTPQUU07UUip1xS8vL0d0dDSio6MBSNuVRUdHIz09HYC0TGH69Omy/RcsWIDk5GR88MEHSEhIwLZt2/D7779j6dKlbITfJoZ1tML5ZYGY1FNafvHr9XTM2ncT1bU0MYcoh/KaOiw6FIV1Z+IhljB4zccWx9/yb1HS+yQtHhcTetjh3NJAvOJlCVGdBAt+vY2jtzLaOHJCWq+wQoTJO6/jWlI+dAU8/DLLF99O6NqipPdJHA4H8wNd8OtsX5joCXD3USlG/XANl+7ltnHkhLTeubgcTN8TgYdFVbA11sG+mT3x7cSuSpv0AiqW+N66dQs+Pj7w8fEBACxbtgw+Pj5YtWoVACArK0uWBAOAk5MT/vrrL5w7dw5dunTBpk2bsGvXLqVtZdZcRjpa2DC+M36d7Qt9IR/Xkwux4NfbjWYIE8KGjMJKjNsair9isqDF42DtWG9smtClTepytbV42D6lG97o3h5iCYP3j93BjssP2iBqQl5OZnEV3vgpDP8+LEE7XS38Nrc3AtzM2uTY/q5m+HNxALrYGaOkqhYz993ET/R7T5TAtfv5WHgwEnUSBqM6W+Ofpf3Qv4MF22G9EIdhGIbtIJRZaWkpjIyMUFJSopRLFkekFGL6nhuorpVgRCcrfD/JB3yeSn2eIWqipKoW47eHISm3HJaGQmyb0h3dHdq1+eswDIMNfydgx5VkAMD8fs5YMdyjxXVk1dXVSElJgZOTk1xqPVVZv379sGDBAkyePFkhr3fp0iUMGDAARUVFMDY2btUxevfujffffx/jx49/7n5tfd6TcsswbXcEskqqYWOkjV9m+8LVQv+lj/tfNXVifPa/OBy6IR3c+Wp8J0zsad/mr0NIc9xMLcT03RGoqhVjmLcVfpzMfu7R3HyNMiQV18vJBDum9YCAx8WZmGx88McdSCT0WYYoVq1YgkWHImVJ78mFfeSS9ALSW8ArR3hi5XAPAMCOK8lYeTwG9Bm+bZw+fRo5OTmYNGlSo+3h4eEYOHAg9PT0YGhoiH79+qGqqqrRPpcuXcKaNWta/Jr+/v7IysqCkVHjVo1r1qzBpUuXGm3bt2/fM5PjTz75BCtWrIBEorg7X7GZJXjjp3BklVTDxVwPx97yl0vSC0gnwH35aicsGegKAPj4RCzCkvLl8lqEPE/MwxLM2nsTVbViBLqbY8ubXVlPeltCdSIlTQp0N8cPk33A43JwPDITq0/fpSSAKAzDMFhz+i6u3s+HjhYPu4N6wtro2V1T2tL8QBdsfL0zuBzg8M0M7L6WIvfX1ATff/89Zs6c2WgSWHh4OIYNG4YhQ4YgIiICN2/exKJFi2T7/PTTT8jNfVx7KhKJsGnTJtTW1jbrNQUCAaysrMDhcFBbW/vUc3Nzc7Fjx47nHmP48OEoKyvD33//3ZIft9WKKkSYf+A2iipr0cXOGEcX+MPGWP6/90tfcceYLjaokzBY8OttPMgrl/trEtLgXnYZpu25gbKaOvg6meCnqd0h5KtWtxFKfNXEUG8rfDuhCzgc4MD1NGwITmA7JKIh9oSm4uCNdHA4wPdv+qCjreIWWJnQww6fjfEGAKz/OwE3Uwtf6ngMw6BSVMfKoyUfViUSCTZu3AhXV1cIhULY29tj3bp1AICYmBgMHDgQOjo6MDU1xbx581Be/jg5unTpEnr16gU9PT0YGxujT58+SEtLAwDk5eXhwoULGD16dKPXW7p0KZYsWYIVK1bA29sbHTp0wIQJE2StH+3s7DBmzBicOHECd+/excCBAwFIR+dTU1PB4XBw+PBh+Pv7Q1tbGx07dsTly5cbxcThcFBcXCwrWRk4cCDu3r2LEydOYPTo0Wjfvj0uXbqEmTNnoqSkBBwOBxwORzbCzOPxMGLECBw+fLiFZ73lJBIG7x6JRmZxFRxNdXFgdi+FTebhcDjY+HpndLM3Rml1HWbtu4nCCpFCXptottT8CkzdfQPF9R/2ds/o2WZ91RWJemCpkbFdbVEpEmPl8Rjp6j9WhhjnY8t2WESNhcTn4Iu/4gAAHw33bLMWYy0xtbcDbqUV4VT0Iyw8GIm/lvRt9RKZVbVieK36p40jbJ64z4c2uy3hypUrsXPnTnz33XcICAhAVlYWEhISUFFRgaFDh8LPzw83b95Ebm4u5syZg0WLFmHfvn2oq6vDuHHjMHfuXPz2228QiUSIiIiQJZvXrl2Drq4uPD09Za+Vm5uLGzduYMqUKfD398eDBw/g4eGBdevWISAgAAAwcuRIBAQEoHfv3khPT8e1a9dkk5AbvP/++9i8eTO8vLzw7bffYvTo0UhJSYGpaeOezHw+H8uXL8fAgQMREBAAe3t7XL9+HUZGRhCJRNi8eTNWrVqFe/fuAQD09R+XFvTq1QsbNmxo+X9+C/1wIQmXE/OgrcXF9qndYaitJffXfJK2Fg8/T++BcVtDkVZQiQUHbuPAnF4qN/JGVEd1rRjzDtxCXlkNPKwMsH9mT+jLeTl5eaERXzXzZi97LBnkBgD49GQsHhbRUqxEPuIelWLxb1FgGOnv3Zy+TqzEweFw8OWrneBmoY/cshos+S0KdWL17XBSVlaGLVu2YOPGjQgKCoKLiwsCAgIwZ84cHDp0CNXV1fjll1/QsWNHDBw4ED/++CMOHDiAnJwclJaWoqSkBKNGjYKLiws8PT0RFBQEe3vpJKm0tDRYWlo2KnNITpZOIlyzZg3mzp2L4OBgdOvWDYMGDcL9+/cBAMHBwbJSiBEjRmDJkiXYsmULxOLHbRYXLVqE8ePHw9PTE9u3b4eRkRF279791M8nFouxZcsWLFmyBCNGjMCQIUMwbNgwBAcHQyAQwMjICBwOB1ZWVrCysmqU+NrY2CAjI0Oudb5X7+dhc0giAOCLcZ3gac3OpGczfSH2zOgJAyEfEamFVOdO5Oqr4AQk5pTDTF+IX2b3grGu8rYrexHVTNfJcy0Z6Ipr9/MQmV6MZUf+xW/zeoPHVa6VU4hqK6oQYfb+m6gUiRHgaobPx3qzujqPnpCP7VO7YcyPoQhPLsC35xLxwTCPFh9HR4uHuM/ZaXeo08xVueLj41FTU4NBgwY983tdunSBnt7j3rF9+vSBRCLBvXv30K9fP8yYMQNDhw7FK6+8gsGDB2PChAmwtrYGAFRVVT3V6aAhiZw/fz5mzpwJAPDx8UFISAj27NmD9evXIyUlBadOnUJcXBwuXbqEgwcP4vvvv2+UgD65cBCfz0ePHj0QHx//1M8gkUhQW1uLkJAQfPnll+jfvz8++ugjnDhx4oX/Nzo6OpBIJKipqWlydc6X8ai4Cu8cjq7/sGeH17u3b/PXaAl3SwNsndINM/fdxPHITHhYGWBePxdWYyLq50piHvaGpgIAvn6jMywMVLsLDo34qiE+j4vNE32gJ+AhIrUQO65Qz0fSttb+GYeskmo4m+lh65Ru0FKCGb2uFgb4anxnAMC2Sw9wPi7nBc94GofDga6Az8qjuR8cXjah27t3L8LDw+Hv748jR47A3d0d169fBwCYmZmhqKio0f4NSbGXl1ej7Z6enrK+6W+99RYsLB737xQIBHjvvfegpdXyEgAtLS289957EAgejyhZWlpiwYIFL3xuYWEh9PT05JL0iuokWHgoEoUVInjbGGL1aO82f43W6OdujtWjpefmm38SkZRbxnJERJ0UVoiw/Oi/AIAgPwcMUIE+vS/C/rsVkQt7U12sqZ/08+3ZRMQ8LGE5IqIuLibk4nhUJjgc4JsJXWCko9j6xucZ3cUGM/wdAQDLfo9GeoH6lfq4ublBR0cHISEhT33P09MT//77LyoqKmTbQkNDweVy0aFDB9k2Hx8frFy5EmFhYejYsSMOHTok256dnd0o+XV0dISNjY2sprZBYmIiHBwcGm3r379/k+3MGpJrAKirq8Pt27cb1RI/y5o1a9C/f/9G2wQCQaMSiifFxsY+VVvcVr48E4+o9GIYavOxfUp3aDdzhF4RpvV2QP8O5hCJJfjg2B2IqaUlaQMMw2Dl8TvIK6uBq4U+Vo54/t+rqqDEV4293r09hne0Qp2EwTtHolAlomWNycspq67FRydiAACz+zihm718evW+jI9GeKKrnXTG+7tHotSur7W2tjY+/PBDfPDBB/jll1/w4MEDXL9+Hbt378aUKVOgra2NoKAgxMbG4uLFi1i8eDGmTZsGS0tLpKSkYOXKlQgPD0daWhrOnj2L+/fvyxJQHx8fmJmZITQ0VPZ6HA4H77//Pr7//nscO3YMSUlJ+PTTT5GQkIDZs2c3O+6tW7fixIkTSEhIwMKFC1FUVIRZs2a1+Od3dHREeXk5QkJCkJ+fj8rKxx9url69iiFDhrT4mC9y8V4u9oWlAgC+ndC11ctvy0tDnbu+kI/I9GLsr4+VkJdx9NZD/HM3B1o8DjZP7KpUH/ZeBiW+aqzhYmhpKERyXgXWnYljOySi4jb8nYCskmo4mOpi+ZAOL34CCwR8LrZO6QY9AQ+R6cX4/VYG2yG1uU8//RTLly/HqlWr4OnpiYkTJyI3Nxe6urr4559/UFhYiJ49e+L111/HoEGD8OOPPwIAdHV1kZCQgPHjx8Pd3R3z5s3DwoULMX/+fADSlmAzZ87EwYMHG73eu+++i5UrV2Lp0qXo0qULQkJCcO7cObi4NL+edMOGDdiwYQO6dOmCa9eu4fTp0zAza/myvv7+/liwYAEmTpwIc3NzbNy4EQCQmZmJsLAwWR1yW6muFWP1qbsAgFl9nDCYhc4lzWFjrIMV9Yu6fP3PPbW820EUJzW/Amv+J/29Xz6kg0LbVMpbq5YsTk9PR1paGiorK2Fubg5vb29ZP0d1o+xLFjfH1ft5mLY7AgCwO6gHBnkq54WbKLfwBwV4c6f0dvVvc3vDz8X0Bc9g166ryfjir3gY62rhwvL+T/VZpSWLny07Oxve3t6IjIx8qpShNVJTU+Hk5ISoqCh07dr15QNswocffoiioiL8/PPPz92vpef927P38P2FJFgZaiNkeSD0lLiFk0TC4M2d13EjpRD+LqY4OMeX1UmnRDXViiV446dwRGcUo7ezCQ7OUY0J8m2+ZHFqaio+/PBDODg4wMnJCYGBgRg+fDh69OgBIyMjvPLKKzh69KhCl4skzdPXzRyzA6StplYcj0F5TR3LERFVUyUSY8XxOwCAyb72Sp/0AsAMf0d4WBmguLIWG/5+unsAeTYrKyvs3r1bNnFNVVhYWGDt2rVteszkvHL8dFnazm31aC+lTnoBgMvl4KvxnaGtxUXYgwIcvql+dzuI/O0LTUV0RjEMtPnYNKGrSiS9LdGsxHfJkiXo0qULUlJS8MUXXyAuLg4lJSUQiUTIzs7GmTNnEBAQgFWrVqFz5864efOmvOMmLfT+0A5wNNVFXlkNtl1MYjscomI2nb2HtIJKWBtpY+XwlrcJYwOfx8W6VzsCAH6/9RC3XnJVN00ybtw49O3bl+0wWmT58uWwtGy7u1kMw2DVqbsQiSUIdDfHsI5WbXZseXI008N79WVIX/4Vj6ySKpYjIqokr6wG34dI+3N/OtILtgpYhlvRmpX46unpITk5Gb///jumTZuGDh06wMDAAHw+HxYWFhg4cCBWr16N+Ph4fPPNN8jIoE+ZykZbi4ePR0pb3uy6mkL1X6TZotKLsCc0BQDw5audYKDgVapeRncHE0zsYQcA+PhELGrVeGELZeXo6AiGYeRa5iAP/7uThWtJ+RDwuaz3qW6pmX2c0NXOGGU1dfjkRCwtbEGabdPZeyirqUMnWyPW+1TLS7MS3/Xr1z+1rGRThg0bhtdee+2lgiLyMdjTAgGuZhCJJfjyDN36JS8mljBYeTwGEgZ4zccWAzxUr4fjiuEeaKerhXs5ZTTbnTRLaXUt1v4pnQy8sL8rHEz1XvAM5cLjcrDx9c4Q8LgIScjF37HZbIdEVEBsZgmO1E8GXj3aC1w1K3Fo0OKuDgMHDkRxcfFT20tLSzFw4MC2iInICYfDwaejvMDjchB8NxthD/LZDokouT8iHyIhuwxGOlr4dJTXi5+ghNrpCWSz3b87l/jUrV8aDdMszTnf355NRF5ZDZzM9DA/0FkBUbU9d0sDLKiPfWNwAkR1dLeDNI1hGHz+vzgwDDCmiw16OJqwHZLctDjxvXTpEkQi0VPbq6urcfXq1TYJishPBysDTPG1BwB8/r84anROmlQlEuPbs4kAgEUDXNFOT3XXZn+jux26O7RDhUgsG8lrWFXsyT6wRP01nO+mVpWLzSzBL+GpAIDPx3qrdO/SeYEuMNMXIrWgEr9FqNZkRaJYZ2KyEZFaCG0trmygQF01e4rqnTt3ZP+Oi4tDdvbjWydisRjBwcGwtbVt2+iIXCwd7I5T0Y+QkF2GwzfTMcX35VsWEfWzJzQF2aXVsDXWwTQ/1f4d4XI5+GJcR4z64RrOxGTjSmIe+rmbw9jYGLm5uQCkPW5VqY6TtAzDMKisrERubi6MjY3B4z2d0DIMg09PxULCAKM6W6OvmzkLkbYdfSEf7w52wycnY7El5D5e62arUjX6RDGqa8Wy8scFgS6wUcMJbU9qduLbtWtXcDgccDicZ5Y06Ojo4IcffmjT4Ih8tNMTYOlgN6z5Xxw2nU3EqM42SrXsLGFfQXkNtl96AEDaEUSVR70aeFobIsjPEXtCU/BVcAICXM1gZSWdqd+Q/BL1Z2xsLDvv//XP3RxEpRdDV8DDJyNVs7Tnvyb2tMOe0BQk51Vgx+VkvDdUOReeIezZeSUZmcVVsDHSxvx+zV+URlU1O/FNSUkBwzBwdnZGREQEzM0ffxIWCASwsLB45idoopym9HbArzfSkZRbju9D7qts/SaRjx8uJKG8pg7eNoYY08WG7XDazOKBrvj9VgbuPirF37HZGNnZGtbW1rCwsEBtbS3b4RE509LSavJ9SixhsOnsPQDA7AAnWBmpx6ImWjwuPhzmgfkHbmPXtWRM7e2gNj8beXnZJdXYVj/I8eFwD+gI1D+Pa3bi6+DgALFYjNraWvB4PDAMA4lEQsmuitLicfHpKC8E7YnA/rBUvNnLHq4W+myHRZRAan4Ffr2eBgD4aISnWs3sbacnwJy+Tth8/j42nbuHod6W4PO44PF4dC3TcKeiM3E/txyG2nzM6auaE9qaMsTLEj0c2uFWWhG+O5eIr17vzHZIREl8FZyAqloxeji0U6tBjudp0eS2LVu2yMoZfvzxR2zZskUuQRHFCHQ3xyAPC9RJGHz9TwLb4RAl8fXZe6iTMAh0N0cfVzO2w2lzswOc0E5XC8l5FTgelcl2OEQJiOok+O68dCLngv4ualf6xeFwsHKEJwDg6O0M3MsuYzkiogzuPirBifpr4KrRXhozx6FFie/ixYtx/Phx/Pvvvzh27BiWLFkir7iIgqwY7gEOR1rbdvdRCdvhEJZFpRfhrztZ4HCgtjN7DbS18HZ/VwDAlvP3UVMnZjkiwrbfb2Ugo7AKZvpCzPB3ZDscueju0A7DO1pBwkhH+QjZcl66QtvoLjbo3N6Y3WAUqNmJ72effYb169fDysoKAQEBsLKywpdffonPP/9cnvEROXOzNMCoztLbGw1/BEQzMQyD9X9L3xDHd2sPT2tDliOSn2l+DrA0FCKzuAqHI2ilSU1WXSuWLdG6eKArdAXNrgBUOe8P7QA+l4MLCbnUx13DxWaW4GxcDjgc4J1BrmyHo1DNTnz79++PwMBA2NjYwM7ODjY2NggMDERgYKA843vK1q1b4ejoCG1tbfj6+iIiIqLJffft2yfrRNHw0Namov7/emeQKzgc4GxcDmIzadRXU4XE5yIipRBCPhfLh7izHY5caWvxsGSQGwDpRL5KUR3LERG2/BKeityyGtga62BSLzu2w5ErZ3N9TK7v477+TAIt3qLBttR/2BvTxQauFgYsR6NYzU58AwMD4eXlhYiICFy/fh03btyAt7e3QhPfI0eOYNmyZVi9ejUiIyPRpUsXDB069LmtiAwNDZGVlSV7pKWlKSxeVeFqYYDRDaO+ITTqq4kYhsHmEGmN48w+TrA2Uu8+jgAwoYcd7E10kV9eg320lLFGKquulc1of2ewG4R89Z/guGSQG/QEPMRkluBCArXx00SxmSU4F5cDLgdYPNCN7XAUrkU1vsePH8cnn3wCQ0NDrF69Gn/88Ye84nqmb7/9FnPnzsXMmTPh5eWFn376Cbq6utizZ0+Tz+FwOLCyspI9LC0tFRix6lgyyA0cDnCORn010qXEPMRmlkJXwMO8fuo1o70pWjwulr4ivejvuJyMkipqZ6Zpdl9LQXFlLZzN9fCaj2YswGSmL8TU+gVpfriQRKO+Gmjz+SdHezWvm1OLEt/58+djxIgRAIChQ4di/vz5cgnqWUQiEW7fvo3BgwfLtnG5XAwePBjh4eFNPq+8vBwODg6ws7PD2LFjcffu3ee+Tk1NDUpLSxs9NIGrhb6slclmqvXVKAzD4If6kf6pvR1gosJLE7fUmC62cLfUR0lVLXZdTWY7HKJAhRUi7LqaAgBY/koH8HktejtUaXMCnCHkcxGdUYxrSVTrq0liHpbgfHz9aO8gzRvtBZqZ+J4+fVrW3P306dPPfchLfn4+xGLxUyO2lpaWjZZPflKHDh2wZ88enDp1Cr/++iskEgn8/f3x8OHDJl9n/fr1MDIykj3s7NS75utJiwe6gcsBzsfTqK8mCX9QgMj0Ygj4XMzp68R2OArF43KwfIh0Javd11JQUF7DckREUXZcfiBbpGV4x2ev5KauzA2EeLOXtNb3hwtJLEdDFGlLfUnb2K62cDHXvNFeoJkLWIwbNw7Z2dmwsLDAuHHjmtyPw+FALFae1kB+fn7w8/OTfe3v7w9PT0/s2LEDa9eufeZzVq5ciWXLlsm+Li0t1Zjkt2HU92T0I2w+n4hdQT3ZDokoQMMb35s97WBhoHmTP4d4WaKTrRFiMkuwPywVy4bQkq7qrrhSJFukZdkr7mq1SEtzzQ90xsEbaYhIKcSN5AL4OpuyHRKRszsPi3E+Pre+tlezOjk8qVkjvhKJBBYWFrJ/N/WQZ9JrZmYGHo+HnJycRttzcnKaXHf9v7S0tODj44OkpKY/4QqFQhgaGjZ6aJLFgxpGfXMR85BGfdXdrdRChCcXQIvHwfxA9V+j/Vk4HA7e7i/92feFpaK8hjo8qLtfwtNQIRLDw8oAAz0s2A6HFdZGOni9u3RQ58eLNOqrCRpalo7ragtnDR3tBVpY48smgUCA7t27IyQkRLZNIpEgJCSk0aju84jFYsTExMDa2lpeYao8F3N9jO0qneSxuX4lI6K+Gt7wXu/eHjbG6t/JoSlDva3gbK6H0uo6/HYjne1wiBxViuqwN1Ra2/tWfxeNWa3qWd7u7wIel4Or9/MRnVHMdjhEjv7NKEZIgnS0d5EGj/YCrUx8Q0JCMGrUKLi4uMDFxQWjRo3C+fPn2zq2pyxbtgw7d+7E/v37ER8fj7feegsVFRWYOXMmAGD69OlYuXKlbP/PP/8cZ8+eRXJyMiIjIzF16lSkpaVhzpw5co9VlS0e6AouBwhJoFFfdRbzsASX7uWBx+XgrUANvxByOVjQTzrqu+taMq3mpsZ+v5mBospa2JvoYmQnzR4EsTPRxbj6gY4fqdZXrTUs0jLOR7NHe4FWJL7btm3DsGHDYGBggHfeeQfvvPMODA0NMWLECGzdulUeMcpMnDgR33zzDVatWoWuXbsiOjoawcHBsglv6enpyMrKku1fVFSEuXPnwtPTEyNGjEBpaSnCwsLg5eUl1zhVnbP54w4PO648YDkaIi8/XJBeCMd2sYG9qS7L0bBvnI8trAy1kVNagxORmWyHQ+SgVizBzvpODvP6OWtUJ4emvD3ABZz6Sc1xjzSji5GmScwpQ0hCLjgcYNEAzR7kAAAO08Imfu3bt8eKFSuwaNGiRtu3bt2KL7/8EpmZ6vWGUVpaCiMjI5SUlGhUvW98VimGb7kKLge49N4ASozUTEJ2KYZtvirt3by0n8at3NOUXVeT8cVf8XAy08P5ZYHgaeCkJ3X2x+2HWH70X5jpC3HtwwHQ1lL/BSuaY9GhSPx5JwsjO1lj65RubIdD2th7R//FsdsPMbyjFbZP7c52OHLT3HytxR93i4uLMWzYsKe2DxkyBCUldFtcXXhaG6KfuzkkDLD7GvU3VTdbL0pH8kd0tKak9wlv9rKHsa4WUvIr8Hds1oufQFSGRMJg+2Xp7/3sACdKep+wsH4U8ExsFpJyy1iOhrSl7JJqnIqWDkhqyuJEL9LixHfMmDE4ceLEU9tPnTqFUaNGtUlQRDksqP8jOXIrA4UVIpajIW0lJb8Cf955BODxGx6R0hPyEeTnCADYfukBrWqlRs7H5yAptxwG2nxM7W3PdjhKxdPaEK94WYJhgG0XqbxNnewNTUGtmEEvJxP42LdjOxyl0Kw+vk/y8vLCunXrcOnSJVk3hevXryM0NBTLly/H999/L9t3yZIlbRcpUTg/F1N0tDVEbGYpfglPxbuD3dkOibSBXVeTwTDAQA8LeNloTvlOc83wd8TPV5Jx91EprtzPR6C7OdshkZfEMAy2XZImdNN6O8BAW4vliJTPogGuOBeXg9P/PsL7wzrA2khzu7yoi9LqWhys71Izn0Z7ZVqc+O7evRvt2rVDXFwc4uLiZNuNjY2xe/du2dccDocSXxXH4XAwv58LFv8WhV/C0zC/nwt0BHR7UJUVVohw7LZ05cK5felC+Czt9AR4s5c99oSmYPulJEp81cD15EJEZxRDyOdiZh/NWp2wubrYGaOXkwkiUgqxLywVK4d7sh0SeUmHbqSjvKYObhb6GNBBM/tVP0uLE9+UlBR5xEGU1PCOVrAz0UFGYRWO3c7AtPrbwEQ1/Xo9DTV1EnSyNUJvZxO2w1Fac/s54cD1VFxPLkRkehG60S1ClbbtkrRV14QedjA3ELIcjfKa29cZESmFOHQjHYsHukFf2OIUgSiJmjqxrF/1vH7OGrk6YVNaVOOblJSE4uJiAEBJSclzV0Aj6oHP42JOgHRkcOfVFIglVPOoqqprxfglPBUAMKevk0Y37n8RayMdWX9TqnlUbbGZJbh6Px88Locm97zAIA8LOJvpoay6Dr/fzGA7HPISTkU/Qk5pDSwNhbJFqYhUixLf27dvyxaI+Oijj3D79m25BEWUyxs92qOdrhbSCysRHJvNdjiklU5GZSK/XAQbI22M0PDG/c3RsIRzSEIOUvIrWI6GtNauq9KuNKM6W8POhNoyPg+Xy8GsAGkpyJ7QFNSJJSxHRFpDImGw84r0935WHycI+NSv+kkt+t+YOHEiCgsLsWvXLhQUFGDixInyiosoEV0BX1bi8PMVmumuiiQSBruuSW97zezjBC1q3P9Crhb6GOhhAYaB7JYhUS3ZJdX48460LV3DnSvyfOO7tYeJngAPi6rwz90ctsMhrXDxXi7u55ZDX8jHm77UweS/mv3uN2DAAAwcOBCJiYmYP38+EhMTZduI+gvyc4CQz8W/D0twPbmQ7XBIC11OzENS/YVwYi87tsNRGbPrR7+O3nqI4kpq6adq9oenok4ibeXUqb0R2+GoBB0BD1N7OwAAfr6aTAMdKmjHZelo7xRfexhSB5OnNDvxvXjxIi5cuICxY8di0qRJGDNmjGwbUX+m+kJM6CFNmGgZY9Wzs/5276SednQhbAF/F1N4WBmgqlaM3yKo5lGVVIrqcKi+lVPDBxjSPNP9HCDgc/FvRjFupRWxHQ5pgaj0IkSkFkKLx6EOJk1o0f3OqKgo3LhxAwcPHkRERASio6PlFBZRRnP6OkmXML6XR6v7qJDYzBKEPSgAj8vBTEoAWoTD4ciSpv1hqailmkeV8UdkJkqqauFgqovBnpZsh6NSzPSFeM1HOiGqoVaUqIaGkraxXW1hZaTNcjTKqUWJ76NHj/Dtt98CADZv3oyHDx/KJSiinBxM9fCKl/QNZG9oKrvBkGZrmNwzspM1bI2pKX1LjelqAzN9IbJLq3EmhpYxVgUSCYM9DTXt/o7gUSunFpvTV/qB71w8Te5UFZnFVbIJ6HSXo2ktSnxHjhwJT09pU2t3d3daolgDzaq/dfJHJNU8qoKskirZ5B5asKJ1hHwepvtJax53X0uhmkcVcPFeLlLyK2CgzccbPaimvTVcLQxkkzsbPkQQ5fZLeCrEEgb+LqbwtKZVOZvS7MQ3MjKy0eIVBw4cQJ8+fWBnZ4eAgAAcPnxYLgES5dLLyQTeNoaorpVQzaMK2BcqndzjS5N7XsoUX3sI+FzceViCm6lU86jsdl2Vvle92cseerQIQ6s1jPoevZ2Bogoa6FBmlaI6/FZf0z6Lanufq9mJ78yZM/HggXRS065duzB//nz06NEDH3/8MXr27Im5c+diz549cguUKAcOhyP7o/olnGoelVlFTR0ORUgvhDTa+3JMn6h53H2Nah6V2d1HJQhPlta0B/k7sh2OSvNzNpUNdDRcS4hy+iMyE6XVdXAw1cVAD1qe+Hmanfjev38fbm5uAIBt27Zhy5Yt2LJlCxYsWIDvvvsOO3bswKZNm+QWKFEeo7pYw0xfiKySalrQQon9EfkQZdV1cDLTowthG2ho7H82LgdpBVTzqKz2XEsFIF1unWraXw6Hw5GN+h4IT6OBDiUlkTCyXuMz/R1peeIXaHbiq6uri/z8fABAZmYmevXq1ej7vr6+jUohiPoS8nmYVt/ncQ819ldKEgmDffUTEGfQhbBNuFsaoJ+7ef2CFqlsh0OeIbe0Gqf/zQRAk3vayshONjA3kE7u/JsGOpTS5ft5SM6rgIGQj9eppv2Fmp34Dh8+HNu3bwcABAYG4tixY42+//vvv8PV1bVtoyNKa0pvewh4XESlFyMynWoelc3l+3lIzpdeCMd3b892OGpjjmxBiwyUVteyHA35rwPX01ArZtDdoR187NuxHY5aEPC5mOpbP9BBk9yUUsN5mdjTDvpU0/5CzU58v/rqK4SEhCAwMBB2dnbYtGkT+vbti3nz5iEwMBBr1qzBhg0b5BkrUSJm+kKM7WoDgEa/lFHDOZlAF8I21dfNDO6W+qgQiXGEJncqlepaMQ7SghVyMdlXOtARnVGMKBroUCqJOWW4ej8fXA6opr2Zmp342tjYICoqCn5+fggODgbDMIiIiMDZs2fRvn17hIaGYsSIEfKMlSiZhlVhzsRkIaukiuVoSIOk3DJcScwDhwME+TmyHY5aeXJy5/761kFEOZyKzkRhhQi2xjoY4kULVrQlcwMhRnehgQ5l1HA+hnhZwc5El91gVESL+vgaGxtjw4YNuHv3LqqqqlBTU4PU1FQcPHgQPXr0kFeMREl52Riit7MJxBIG+8PS2A6H1Gu4EA72tIS9KV0I29o4H1sY62rhYVEVzsXlsB0OAcAwjOz3PsjfAXxei97aSDPM7OMIQDrQkV1SzW4wBABQVCHC8UjpQmIN54e8GF0dyEtpGP36LSIdlaI6lqMhJZW1OB4pndxDF0L50Nbi4c1e9gCAfWFU86gMricXIiG7DDpaPEzsYc92OGqpo60RejmaoE7C4NfrNNChDA5FpKOmTgJvG0P0cjJhOxyV0azEd8GCBc1envjIkSM4ePDgSwVFVMcgT0vYm+iipOpxwkXYc/hmOqpqxfCwMoCfsynb4aitab0dwONycD25EPFZpWyHo/EaWjm91s0WRrpaLEejvho+TB+KSEd1rZjdYDRcrViCA+HSDyCz+jiBw6HOPc3VrMTX3Nwc3t7eGDFiBLZv346bN28iMzMTBQUFSEpKwunTp/HBBx/A3t4e3333HTp16iTvuImS4HE5mFFfUL8vLJWWc2VRnViCX+ovhDP7ONKFUI5sjHUwrKMVgMdJF2FHRmElzsVLS07oLod8veJlCVtjHRRWiHA6+hHb4Wi0v2OzkV1aDTN9IUZ1sWY7HJXSrMR37dq1SExMRJ8+fbBt2zb07t0b9vb2sLCwQIcOHTB9+nQkJyfj559/xvXr19G5c2e5Bbx161Y4OjpCW1sbvr6+iIiIeO7+R48ehYeHB7S1tdGpUyecOXNGbrFpqjd6tIe+kI+k3HJcvZ/Pdjga61xcDjKLq2CiJ8DYrrZsh6P2ZtZ/4DsZ/QgF5TXsBqPB9oelgmGkHTdcLQzYDket8XlcTPd73MOdBjrY0/CBe2pvewj5PJajUS3NrvG1tLTExx9/jJiYGOTn5yMyMhKhoaG4d+8eioqKcOzYMQwbNkyeseLIkSNYtmwZVq9ejcjISHTp0gVDhw5Fbm7uM/cPCwvDm2++idmzZyMqKgrjxo3DuHHjEBsbK9c4NY2BthZer+8Vuy8sld1gNFjD5J7JveyhrUUXQnnr7tAOnWyNIKqT4PBNam3GhoqaOhy5Jf2/p9FexZjU0x46WjwkZJchPLmA7XA0krStXDG0eBxMqe+xTJqvVZPb2rVrhy5duqB3795wdXVV2C3Vb7/9FnPnzsXMmTPh5eWFn376Cbq6utizZ88z99+yZQuGDRuG999/H56enli7di26deuGH3/8USHxapIgf0dwOMCFhFyk5NNyrooWm1mCiNRC8LkcTPOjC6EicDgcWbJFy7my4/gTy3L3d6dluRXBSFcL47tL7yhRazN27Ksf7R3dWbqqHmmZFie+wcHBuHbtmuzrrVu3omvXrpg8eTKKiuTX2FokEuH27dsYPHiwbBuXy8XgwYMRHh7+zOeEh4c32h8Ahg4d2uT+AFBTU4PS0tJGD/JiTmZ6GNBB+sazn0Z9Fa7hDWhEJ2tYGmqzG4wGGdnZGmb6tJwrGyQSBnvrrzVBfg60LLcCzfCXdvM5H5+D9IJKlqPRLLml1fgrJgvA4176pGVanPi+//77smQwJiYGy5cvx4gRI5CSkoJly5a1eYAN8vPzIRaLYWnZuDG5paUlsrOf/YaTnZ3dov0BYP369TAyMpI97Oxo3evmahj9OnorA2W0nKvC5JXV4H//Siea0O1exRLyeZjiW9/ajCa5KdTVpHwk51VAX8jH6z3oOq1Irhb66OduDoaRLuRCFOfX+mW5ezi0Q6f2RmyHo5JanPimpKTAy8sLAPDHH39g1KhR+PLLL7F161b8/fffbR6goq1cuRIlJSWyR0YG1e41V4CrGVwtpMu5Hr3VvPZ35OUdupEOkViCrnbG8LFvx3Y4GmdKb3to8TiITC/GvxnFbIejMRom9zRMriWK1fAh+/ebGSivoR7uivDkstwzaJCj1Vqc+AoEAlRWSm9tnD9/HkOGDAEAmJiYyLUswMzMDDweDzk5jVdKysnJgZWV1TOfY2Vl1aL9AUAoFMLQ0LDRgzQPh/O4tRkt56oYNXViHLj+uIUZUTwLA22M6tywnCuN+irCg7xyXLonXZa74ZpDFCvQzRzOZnooq6nDH7dpoEMR/ryThYIKEayNtDHUu+k8hjxfixPfgIAALFu2DGvXrkVERARGjhwJAEhMTET79u3bPMAGAoEA3bt3R0hIiGybRCJBSEgI/Pz8nvkcPz+/RvsDwLlz55rcn7y817rZwlCbj7SCSly69+xuG6Tt/HUnC/nlNbA0FGJEJ+rlyJaGDx1/xWQht5SWc5W3X+prewd5WMDBVI/dYDQUl8uRjTruC0uFhAY65Eq6LLf0g/U0Pwdo0bLcrdbi/7kff/wRfD4fx44dw/bt22FrK53d+ffff8u9ndmyZcuwc+dO7N+/H/Hx8XjrrbdQUVGBmTNnAgCmT5+OlStXyvZ/5513EBwcjE2bNiEhIQFr1qzBrVu3sGjRIrnGqcl0BXzZcq4041e+pBfCVADSlcToQsiezu2N0d2hHWrFtJyrvJVU1eJo/QgjTe5h1/hu7WGgzUdKfgUuJ+axHY5au5lahLuPSiHkc/FmT1qW+2W0uDDK3t4ef/7551Pbv/vuuzYJ6HkmTpyIvLw8rFq1CtnZ2ejatSuCg4NlE9jS09PB5T5+8/f398ehQ4fwySef4KOPPoKbmxtOnjyJjh07yj1WTTbNzwE7rybjWlI+EnPK4G5JTeXl4XZaEWIyS6QXwl50IWTbrD5OuJ1WhF9vpOPtAa7US1lOfr+ZgUqRGB0sDeDvQstys0lPyMfEHnbYdS0Fe0JTMMCDWsrJy74w6Wjvqz62aKcnYDka1daqGQFisRgnT55EfHw8AMDb2xtjxowBjyf/C/2iRYuaHLG9dOnSU9veeOMNvPHGG3KOijypfTtdDPGyQvDdbOwLS8WXr9IS1vLQMNo7rqstTPWplyPbhnpbwsZIG49KqnE6+hEm9KROA22tTiyRLZIzK4CW5VYGQf6O2BOagqv383E/pwxuNNDR5jKLq/DPXel8JZrU9vJafG80KSkJnp6emD59Oo4fP47jx49j6tSp8Pb2xoMHD+QRI1FBDTWPxyMforhSxG4wauhRcRWC70rb8s0McGQ3GAJAupxrUP1EK1rOVT5oWW7lY2eii1e8pHdd91IPd7n4pX6yuL+LKTysaML9y2px4rtkyRK4uLggIyMDkZGRiIyMRHp6OpycnLBkyRJ5xEhUUC8nE3hZG6K6VoLfIqglXFv7JTwNYgkDP2e6ECqTRsu5PqDlXNvanvrJPVN8aVluZdJQa00DHW2vUlSHw/XvodTBpG20OPG9fPkyNm7cCBMTE9k2U1NTbNiwAZcvX27T4Ijq4nA4mBUgvRjuD0ul5VzbUKWoDr9FSHs5Ugsz5WKkq4XXu0u72+yh1mZt6s7DYtxMLYIWj4OpvWlZbmXi62QCz/qBjsM3aaCjLf1x+yFKqmrhYKqLQZ6WL34CeaEWJ75CoRBlZWVPbS8vL4dAQAXX5LHRXR4v53qmfolF8vJORGWipKoWdiY6dCFUQg01eCEJuUjJr2A3GDXSUNM+kpblVjocDkf2IfyXsFTU0UBHm5BIGOyp/72f6e8IHi3L3SZanPiOGjUK8+bNw40bN8AwDBiGwfXr17FgwQKMGTNGHjESFSXk8zDdTzoys/sa1Ty2BYZhsK/+QhjkRxdCZeRiro8BHeqXc6WaxzaRU1qNP+9Il+VuuJNElMuYLjYw1RPgUUk1zsblvPgJ5IUu1H94NtDm4w1alrvNtDjx/f777+Hi4gI/Pz9oa2tDW1sbffr0gaurK7Zs2SKPGIkKm+JrDyGfizsPS3ArrYjtcFTe1fv5uJ9bDj0Bj7oGKLGG5Oz3WxkoqaplORrV9+v1NNSKGfRwaIfO7Y3ZDoc8g7YWD5N9pW0V91yjMp+2sLv+/3FyL3vo0bLcbabFia+xsTFOnTqFxMREHDt2DMeOHcO9e/dw4sQJGBkZySNGosJM9YV4rZt09vXuq3QxfFk7ryYDAN7oYQdDbS2WoyFNCXA1g5uFPipFYhy9RTWPL6O6VoyDN6Q17TTaq9ykC+lwcCutCFHpNNDxMu4+KkF4cgF4XI6sWwxpG61e6snV1RWjR4/G6NGj4erq2pYxETUzq37G7z9x2UgvqGQ5GtWVkF2Kq/fzweUAsykBUGpPTu7cG0o1jy/jVHQmCitEsDXWwRAvqmlXZhaG2rI2c7tooOOl7LmWCgAY3tEKNsY67AajZlqc+I4fPx5fffXVU9s3btxIC0WQZ3KzNECgu7TmcW8YXQxbq+GNZFhHK9iZ6LIcDXmRV31s0U5XC5nFVTgfTzWPrcEwjCwBCPJ3AJ+W5VZ6c/pKP/D9HZuFjEIa6GiN3NJqnP43EwAwp68zy9GonxZfRa5cuYIRI0Y8tX348OG4cuVKmwRF1E/DCOXvNzNQWk01jy2VW1qNU9F0IVQlT9Y87qaax1YJe1CAezll0BXwMLEHLcutCjysDNHXzQwShlr6tdaB+pr27g7t0NXOmO1w1E6LE9+m2pZpaWmhtLS0TYIi6qevmxncLfVRIRLjCC1o0WL7w1NlF8Ju9u3YDoc007TejuBzObiZSjWPrfHzFWlN++vd28NIl2raVcXc+g/nR25moKSSBjpa4smadippk48WJ76dOnXCkSNHntp++PBheHl5tUlQRP1wOBzZH/E+6vPYIpWiOvx6XXohnEujvSrFyuhxzWNDEkeaJz6rFJcT86imXQX1dTODh5UBKkViHKpfbIc0z4koaU17+3ZU0y4vLU58P/30U6xduxZBQUHYv38/9u/fj+nTp2PdunX49NNP5REjURNju9rCVE+AzOIqBN/NZjsclXH01uOVe16hC6HKmddP+mEl+G42UmlBi2Zr+KAwvJM1HEz1WI6GtETjgY4UiOpooKM5GIaRlUXN8HekmnY5afH/6ujRo3Hy5EkkJSXh7bffxvLly/Hw4UOcP38e48aNk0OIRF1oa/EwpffjBS3Ii4kljy+EswOcaMEKFdTBykC2oEVDOzryfJnFVfjfv9IFK+b3o7scqmhMVxuYGwiRU1ojW3yEPN/lxDwk5ZZDX8jHROrTLjet+jgxcuRIhIaGoqKiAvn5+bhw4QICAwPbOjaihqb1doCAx0VUejFuphayHY7SOxeXjfTCShjpaOH17u3ZDoe00vxAFwDA0dsPkV9ew3I0ym/PtRTUSRj4OZvSghUqSsjnYUZ9/9mfryTTyp3N0HCXY0IPOxhQn3a5oXF0olDmBkKMr0/gtl1MYjka5bezvoXZtN4O0BXQyj2qytfJBF3sjCGqk+AXWsb4uUoqa3G4vi50fiCN9qqyKb720NHiISG7DKFJBWyHo9SiM4oR9qAAfC4Hs/tSTbs8tXrENysr66l/E9Ic8/s5g8sBLt7LQ9wj6gTSlMj0ItxOK4KAx8V0fwe2wyEvgcPhyG7Z/3I9DZWiOpYjUl6/3khDhUgMDytp/2+iuox1BZjQQzrQQWU+z9cwEDTOxxa2tGCFXLUq8b1y5Qqqqqqe+jchzeFopocRnawBAD9dfsByNMprV/0bxdiuNrAw0GY5GvKyhnpbwcFUF8WVtfj9JrX0e5bqWjH2hqYCkE4K5HCopl3VzQpwAocjrV+9l13GdjhKKSm3DGfjcsDhAAvoLofcUakDYcVb/aU1j3/eeYS0Aprp/l/JeeUIjpV2vqAFK9QDj8uRtaPbdS2FWvo9w8moTOSX18DGSBuju9iwHQ5pAw6mehjqZQUA2EEDHc+0/ZJ0kGOIlyVcLQxYjkb9UeJLWOFtY4RAd3NIGOpv+izbLj2AhAEGe1qggxVdCNXF693bw1RPgIdFVTgTSy39niSRMLJrwawAJ2hRKye10TDQcerfR0gvoGWMn5RZXCVblfOt/q4sR6MZ6MpCWPN2/8cz3XPLqlmORnlkFFbiRJT0QrhwAF0I1Ym2Fg9B9TPdd1x+QDPdn3AuPgfJ+RUw0OZjUi9anliddLEzRj93c4glDLbTqG8jO68ko07CwN/FlJYnVhBKfAlrejmZoJu9dKY79fV97KfLDyCWMOjrZgYfWp5Y7Uzr7QAdLR7uPipF2AOa6d6gYbR3Wm8H6Aupg4m6WTxQ+iH+2O0MZJXQvCAAKCivweGb0g4mDaPiRP4o8SWs4XA4eLv+1s7B6+koqaI13bNLqnH01kMAwCIa7VVL7fQEsub0P16gln4AcD25QNbBpKH3K1EvPR1N4Otkgloxgx2XqbwNAPaHpaK6VoJOtkYIcDVjOxyNQYkvYdVADwu4W+qjvKYOv15PYzsc1v18JRkisQS9HE3g62zKdjhETub1c4YWj4Pw5ALcSKZR3+/OJQIAJva0g4UhdTBRV4sHugEAfotI1/jytvKaOuyr7+n9Vn8X6mCiQK1KfB0cHKClpfXUv+WpsLAQU6ZMgaGhIYyNjTF79myUl5c/9zn9+/cHh8Np9FiwYIHcYyXNx+VyZLd49lxLQXWtmOWI2JNfXoNDEdLkf/EgGu1VZzbGOrJR383n77McDbvCHxTgRkohBDwu3h5At3vVWR9XU/jYG6OmToLdVzW7vO23G+kora6Ds5kehnpbsR2ORmlV4hsbGws7O7un/i1PU6ZMwd27d3Hu3Dn8+eefuHLlCubNm/fC582dOxdZWVmyx8aNG+UeK2mZUZ1tYGusg4IKEX6/pbn9TXdfS0F1rQRd7IzptpcGeLu/KwQ8LsKTC3BdQ0d9GYbBd+elo72TetnB2oga96szDocjq/U9cD0NRRUiliNiR02dGLuuScs95gc6g8el0V5FUolSh/j4eAQHB2PXrl3w9fVFQEAAfvjhBxw+fBiPHj167nN1dXVhZWUlexgaGiooatJcWjyubGnS7ZceaOSob3GlSLaU7eIBrnTbSwM0HvVNZDkadoQnFyCifrSXJvdohgEdLOBlbYhKkRh7QzVz1PfIzQzklNbAylAb43xs2Q5H47Q48a2pqcGVK1dw4MAB7NixA8ePH0dKinx/ecPDw2FsbIwePXrItg0ePBhcLhc3btx47nMPHjwIMzMzdOzYEStXrkRl5fN7CNbU1KC0tLTRg8jfhB52sDbSRlZJNQ7eSGc7HIXbG5qKCpEYntaGGORpwXY4REHeHuACAY+L68mFCNewDg8Mw2DzOWmZx5s02qsxnhz13RuWitJqzZrUXCmqw/ch0kmtCwe4QMjnsRyR5ml24hsaGooJEybA2NgYAwcOxLvvvou1a9di6tSpcHV1hZubG77++muUlbX9koTZ2dmwsGicDPD5fJiYmCA7u+km8JMnT8avv/6KixcvYuXKlThw4ACmTp363Ndav349jIyMZA9FlHEQaX/TJYOkEx+2XUxCRU0dyxEpTll1rWzkYxGN9moUayMdTOqlmaO+4Q8KEJFaCAGfS437NcxQbyu4WeijrLoOB8I1a1Lz/rA05JfXoH07HUzsSf2q2dCsxHfMmDGYOHEiHB0dcfbsWZSVlaGgoAAPHz5EZWUl7t+/j08++QQhISFwd3fHuXPnmvXiK1aseGry2X8fCQkJrf7h5s2bh6FDh6JTp06YMmUKfvnlF5w4cQIPHjTdQHvlypUoKSmRPTIyNLfmVNFe794ejqa6KKgQadQtsF/C01BaXQdXC30M70iTHDRNQ63vjZRChD3IZzschXiytndyL3tYGVEnB03C5XKwqH7Ud9fVZI0Z6CitrsVP9Qt4LB3sDgFfJapN1U6zuoSPHDkSf/zxR5PdG5ydneHs7IygoCDExcUhKyurWS++fPlyzJgx47n7ODs7w8rKCrm5uY2219XVobCwEFZWzU8UfH19AQBJSUlwcXl2PZlQKIRQKGz2MUnb0eJxsfQVd7xzOBo7riRjam8HGOsK2A5LroorRbL16xcOcAGXJjloHCsjbbzZyw77w9Ow+fx9+Dmbqv2of9iDAtxMLaof7aXaXk00spM1Np+/j5T8Cuy6moJ3BruxHZLc7bqSjJKqWrha6FNtL4ua9XFj/vz5zW5Z5uXlhUGDBjVrX3Nzc3h4eDz3IRAI4Ofnh+LiYty+fVv23AsXLkAikciS2eaIjo4GAFhbWzf7OUSxRne2gYeVAcqq67Djivo3Od96MQml1XXwsDLAmC50IdRUb/V3hYDPRUSK+tf6Mgwj69s7uZc9LKlvr0bi87h4b0gHAMCOKw+QV1bDckTylV9eg131K5S+N8SdOjmwqMXj7M7OzigoePrCXFxcDGdn5zYJ6r88PT0xbNgwzJ07FxEREQgNDcWiRYswadIk2NjYAAAyMzPh4eGBiIgIAMCDBw+wdu1a3L59G6mpqTh9+jSmT5+Ofv36oXPnznKJk7w8LpeD5fUXw72hKWrd5DyjsBL7w6T1bSuGe9CFUINZGWljci9pvd/m8/fBMAzLEclPaFIBbqUVQUijvRpvRCcrdLEzRqVIjC0h6l3jvv3SA1SKxOhka0R9e1nW4sQ3NTUVYvHT7aZqamqQmZnZJkE9y8GDB+Hh4YFBgwZhxIgRCAgIwM8//yz7fm1tLe7duyfr2iAQCHD+/HkMGTIEHh4eWL58OcaPH4///e9/couRtI3BnhboameM6loJtl1suh5b1W06ew8isQR9XE0R6G7OdjiEZW/1d5GO+qYW4sp99az1ZRgG35y9BwCY7EujvZqOw+Hgo+EeAIDfIjLwIO/5i1KpqqySKhyoX5n0vaEd1L6USdk1q8YXAE6fPi379z///AMjIyPZ12KxGCEhIXB0dGzT4J5kYmKCQ4cONfl9R0fHRqMkdnZ2uHz5stziIfLD4XDwwdAOmLzrBg7eSMOcvk5o306X7bDaVGxmCU5GS3tQrxzuSRdCAktDbUzv7YBd11LwxZ9x6PNOX/B56jX55VT0I0RnFENXwMNbgTTaSwBfZ1MM9rTE+fgcbAxOwI5pPV78JBXzfUgSRHUS9HIyQT83WpyIbc1OfMeNGwdAmpQEBQU1+p6WlhYcHR2xadOmNg2OaC5/VzP4u5gi7EEBtpy/j6/f6MJ2SG2GYRh8eSYeADCuqw062hq94BlEUywe5IbjUZm4n1uOgzfSEeTvyHZIbaZSVIcNf0u79Cwc4AoLGu0l9VYM74ALCTn4524ObqUWooejCdshtZnU/ArZiqTv02ivUmj2cIJEIoFEIoG9vT1yc3NlX0skEtTU1ODevXsYNWqUPGMlGua9odJa3z8iHyIpV31ugV1OzEPYgwIIeFxZPTMhAGCko4XlQ9wBAN+eS1SrJV1/uvQA2aXVaN9OB7MDnNgOhygRVwsDWU/bL8/Eq1WN+3fnEyGWMBjQwRw91SihV2Utvo+WkpICMzMaqify182+HQZ7WkLCAJ/9765aXAzFEkY26hXk7wA7E/Uq4SAvb1JPe3hYGaCkqlZtFrV4WFQp69Ly8QhPaGvRalWksaWD3aCjxUNkejGCY5temEqV3EotxKn6kjYa5FAezUp8Dx8+3OwDZmRkIDQ0tNUBEfKkj0d6QsDn4ur9fJyJUf2L4fHIh0jILoOhNh8LB9BqVeRpPC4Hq0Z7AQB+vZGOe9ltvxqmoq3/OwE1dRL0djbBMFqkhTyDhaE25vaTdob6KjgBtWIJyxG9nFqxBB+fiAUATOppRyVtSqRZie/27dvh6emJjRs3Ij4+/qnvl5SU4MyZM5g8eTK6dev2zHZnhLSGk5mebBLM53/eRZkKr+teXSvGprPSEbxFA13VfnEO0nr+LmYY5m0FsYTB2j/jVPpuR0RKIf66kwUuB1g1yptqHEmT5vVzhpm+AKkFlfgtIp3tcF7KvtBU3MspQztdLXw4zIPtcMgTmpX4Xr58GV999RXOnTuHjh07wtDQEG5ubujUqRPat28PU1NTzJo1C/b29oiNjcWYMWPkHTfRIG/1d4GDqS5ySmuw+fx9tsNpta0Xk5BdWg1bYx1M93NkOxyi5D4a4QkBj4trSfk4H5/74icoIbGEwWf/uwsAmNjTHl42hixHRJSZvpCPdwY/rnHPL1fNRS2ySqpkS3KvHO6Jdno0yKFMmt3VYcyYMRgzZgzy8/Nx9epVpKeno6qqCmZmZvDx8YGPjw+4XPVqvUOUg7YWD5+N8caMvTexLywV47u1V7k30LhHpdh+SdqT+OORVONIXszeVBdz+jph26UH+OKvOPRzN4OQr1q/N8duZ+Duo1IYaPPxXv2kPUKeZ1JPOxy6kY74rFKsPn0XWyd3YzukFlv7ZxwqRWJ0d2iH17u3Zzsc8h8tzlRjYmLw6quv4p133sGKFSswZ84cdO/eHVwuFzt27JBHjISgfwcLjOgkvfX7yckYSCSqc+u3VizB+8f+RZ2EwfCOVhjRiZbMJs3z9gBXmBsIkVZQiX2hqWyH0yJl1bX4+h/pYhXvDHKDqb6Q5YiIKtDicfH1653B43Lw150s/HNXteZ2XLqXizMx2eBxOfhiXEdwaUVOpdPixHfYsGF4//33UVv7uNYyPz8fo0ePxooVK9o0OEKe9OkoL+gJpLN+j97OYDucZvv5SjLuPiqFkY4WPhvrzXY4RIXoC/my+sDvQ+4jvaCS5Yiab2PwPeSXi+BspkelPaRFOtoaYX79RLdPTsaipFI15nZU14qx6pS0tGemvyM8rVXrzqSmaHHie/HiRZw4cQI9e/ZEXFwc/vrrL3Ts2BGlpaWIjo6WQ4iESFkb6WDpK9Lbpev/TkChCvQ4Tcotx5YQaV3yqlFesDCgpv2kZV7zsUUvRxNUiMRY9ns06lRgtvvFhFzZEq2fjfWGgE9lcKRllgxyg4u5HvLKarD2rzi2w2mWbZceIL2wElaG2nj3FSrtUVYtvhr5+/sjOjoaHTt2RLdu3fDqq69i6dKluHTpEhwcHOQRIyEyQf6O8LAyQHFlLb6q74errMQSBh8c+xeiOgkC3c3xWjdbtkMiKojL5WDThC7QF/JxK61IViuurPLLa/D+sTsAgJl9HNHXzZzliIgq0tbiYePrncHhAMduP8TlxDy2Q3qulPwK/FT/t7lqtBf0hc2eQkUUrFUfwxMTE3Hr1i20b98efD4f9+7dQ2Wl6tyCI6pLi8fFF+M6AgCO3MpASHwOyxE1bX9YKiLTi6Ev5OPL1zpRGyfSanYmuvi8vkxmc8h9RGcUsxtQExiGwYo/YpBfXgN3S31q40ReSncHE8yoX7b7o+MxKK+pYzegJojqJFj+ezREYgn6uZtjOPWqVmotTnw3bNgAPz8/vPLKK4iNjUVERASioqLQuXNnhIeHyyNGQhrp4fj4Yrj0SDQyCpXvQ1d6QaVsYs+K4R6wNdZhOSKi6l71scXIztYQSxgsPRKNCiVMAn6LyMD5+BwIeFxsnuhD3UvIS3t/aAfYmeggs7gKG4OV8y7f+r/jEZleDENtPtaN60iDHEquxYnvli1bcPLkSfzwww/Q1tZGx44dERERgddeew39+/eXQ4iEPO2jEZ7oameM0uo6vHXwNqprxWyHJCOWMFhx/A6qasXwdTLB5F72bIdE1ACHw8GX4zrB2kgbKfkV+OKvpxcTYlNyXjnW/imtxXx/aAeVazlIlJOugI8Nr3UGAPwSnobrycq1QNafdx5hb33HlU0TutIy9CqgVe3Mhg8f3miblpYWvv76a5w9e7bNAiPkeQR8LrZO6YZ2ulqIzSzF538qz+SHr4ITEPagANpaXHw1vjO1syFtxkhXC5ve6AIOB/gtIh3n4pSj1KdWLMHSI9GoqhXD38UUswOc2A6JqJE+rmZ4s5cdAGDhwUilucv3IK8cH9bXsy8IdMErXpYsR0Sao8WJr5mZWZPfCwwMfKlgCGkJW2MdbJnkAw4HOHQjHccjH7IdEn6LSMfPV5IBAF+N7wxHMz2WIyLqxt/VDHP7Sls9ffjHHeSWVbMckbTV2r8PS2Cko4VNE7rQhz3S5j4d5QVvG0MUVIgwa99NlLK8fH2lqA5v/XobFSIxejub0AItKoR6zBCV1s/dHO8McgMAfHQiBgnZpazFEpqUj09PxgIA3h3shrFdqYsDkY/lQ9zhaW2IwgoRFh6MRJWIvVKf4NhsbL2YBAD48tVOsDaienbS9nQFfOwO6glLQyHu55Zj4cFI1lr7MQyDj0/EIjGnHOYGQnz/pg/4PEqnVAWdKaLyFg90Q183M1TXSvDWr5EoY2EkICm3DAt+vY06CYOxXW1kyTgh8iDk8/D9pK4w0ObjZmoR5h24hZo6xSe/l+7lYvFvkZAwwGRfe4zsTKsSEvmxMtLG7qCe0NHi4er9fKz5310wjOJX8Tx4Ix0nojLB43Lw45s+1J9dxVDiS1Qej8vBlkk+sKmf9LPktyiFTnYrrBBh1r5bKKuuQ3eHdvhqfGea1Uvkzs3SAPtm9oSuQJoELDoUhVoFjoBdTy7A/AO3UStmMLKzNdaO7aiw1yaaq6OtEbZM6goOB/j1erpsYpmiXL2fh8//J51T8sHQDvB1NlXo65OXR4kvUQsmegJsndINAj4XF+/lIWhPhEJqwGrqxJh/4BbSCythZ6KDn6d1pxZORGG6O5hg1/QeEPC5OBeXg/eO/guxRP4jYNEZxZi97yZq6iQY5GGB7yZ0BY/qeomCDPG2wsrh0h7Ra/+KU1g/9z/vPMKsfTchEkswzNsK8+qXVSaqhRJfojZ87Nth/8xe0BfycSOlEJN2XEdeWY3cXq+8pg4LD0bhZmoRDLT52BPUE6b6Qrm9HiHP4u9qhp+mdgOfy8Gp6Ef45GSMXG//xmeVImhPBCpE0g4ODR84CVGkuX2d8WYvOzAMsPi3KFxMyJXr6x24nobFv0VJ73B0ssaWN7vSnT0VRVcrolb8XExxeF5vmOkLEJdVijd+CpNL65uk3DKM/fEazsfnQIvHwbYp3eBmadDmr0NIcwz0sMTmSV3B5UgXkVj7Z7xckt8HeeWYtvsGSqpq0d2hHXZO70F3OAgrOBwOPh/bEX3dzFApEmPW/pvYfD4Rkja+48EwDL4PuY9PT8aCYYApvvb4/k0fCPn0e6+qKPElaqejrRGOLvBH+3Y6SC2oxPjtYW3a7eFMTBbG/hiKB3kVsDLUxpH5fujrZt5mxyekNUZ1tsFX46WN/veEpmDO/lvIKqlqk2MzDIPfb2XgtW1hyC8XwdvGEHtm9ISekN8mxyekNbR4XOwK6oGpve3BMMDm8/cx55dbKKlsmzI3iYTBZ/+Lw7fnEgEASwa54YtxHamsR8VxGDamRKqQ0tJSGBkZoaSkBIaGtBKRKskprcb03RG4l1MGQ20+1ozxxtiutq2+aNWJJfj6n3vYUd+nt7ezCX6c3A1mVN5AlMihG+lYfToWtWIG+kI+PhzugSm97FvdWze9oBIfnYjBtaR8AECX9kbYM4PKeohyOXb7IT4+EYOaOgnsTXSxY1p3eFq3/j07vaAS687E4Z+70vrhNaO9MKMPLcyizJqbr6lM4rtu3Tr89ddfiI6OhkAgQHFx8QufwzAMVq9ejZ07d6K4uBh9+vTB9u3b4ebW/FZTlPiqtpLKWszafxO304oAAM5menhnsBtGdbZpdgLMMAxiMkuw/kwCwuuXy5zXzxkfDO1AvRuJUkrMKcOHf9xBVHoxAKCXownWj+8EF3P9Zh9DLGGwNzQFm84moqpWDCGfi2WvuGN2gBP93hOlFJtZggW/3sbDoipoa3GxcrgnXutmCwNtrWYfI6OwElsvJuHY7YeokzDgcznYNKEL9WVXAWqX+K5evRrGxsZ4+PAhdu/e3azE96uvvsL69euxf/9+ODk54dNPP0VMTAzi4uKgrd28vnuU+Kq+6loxdl9Lwc6rySiuvwXmaqGPJYPcMKqTdZMjYRmFlTgVnYkTUZl4kFcBANAV8PD1612oXylRemIJg1/CU/H1P/dQKRJDwOdiZh9H9HExQxc7YxjpPJ0MSCQMHuSVIyq9GAdvpOHfhyUApHc3NrxGKxES5VdcKcI7h6NxOTEPACDkczHYyxKv+diin7s5tJr40JZZXIUfLyTh6K0M1NXXCfd1M8N7Qzqgi52xosInL0HtEt8G+/btw7vvvvvCxJdhGNjY2GD58uV47733AAAlJSWwtLTEvn37MGnSpGa9HiW+6qOsuhb7QlOx82oySqvrAACWhkJYG+nAWFcL7XQFMNLRgqE2H9dTChGRUih7rpDPxStelnh3sBtcLWgSG1EdGYWV+PhkLK7UJwINXC304WNnjM7tjZBXVoOojGJEpxejrKZOto+BkI+PRnpiUk87msFOVIZYwmB/WCoORaQjKbdctt1ET4ARnaxgoK2F4koRiipqUVwlQnFlLR7klaNWLE2HAlzNsPQVN3R3MGHrRyCtoPGJb3JyMlxcXBAVFYWuXbvKtgcGBqJr167YsmXLM59XU1ODmprHLbBKS0thZ2dHia8aKa2uxd5rqdh1LRll1XVN7sfhAH7OphjnY4vhHa1adLuMEGXCMAzOxGTjbFw2ojOKkVbQdKcTHS0eOrc3QneHdpju5wgrI1qViqgmhmEQm1mKE1GZOP1vJvLLRc/d38/ZFEtfcUcvJ0p4VVFzE1+1nZKbnZ0NALC0tGy03dLSUva9Z1m/fj0+++wzucZG2GWorYV3BrthVoAj4rPKUFQpQkml9JN/UWUtiitr4Wiqi9FdbGBjrMN2uIS8NA6Hg5GdrWUlOgXlNYjOKEZ0RjFiMktgpi+Ej70xutoZo4OlAdXwErXA4XDQqb0ROrU3wkcjPHAtKR8XEnLB43JgrCNAOz0tGOlI7/ZZG2lTS0oNwWriu2LFCnz11VfP3Sc+Ph4eHh4KighYuXIlli1bJvu6YcSXqB8DbS36ZE80kqm+EIM8LTHI0/LFOxOiBvg8Lvp3sED/DhZsh0JYxmriu3z5csyYMeO5+zg7t25JQCsrKwBATk4OrK0fT0TKyclpVPrwX0KhEEIhtekhhBBCCFE3rCa+5ubmMDeXT+N/JycnWFlZISQkRJbolpaW4saNG3jrrbfk8pqEEEIIIUR5qUwhV3p6OqKjo5Geng6xWIzo6GhER0ejvPzxjE0PDw+cOHECgLS2591338UXX3yB06dPIyYmBtOnT4eNjQ3GjRvH0k9BCCGEEELYojKT21atWoX9+/fLvvbx8QEAXLx4Ef379wcA3Lt3DyUlJbJ9PvjgA1RUVGDevHkoLi5GQEAAgoODm93DlxBCCCGEqA+Va2emaCUlJTA2NkZGRga1MyOEEEIIUUINzQiKi4thZGTU5H4qM+LLlrKyMgCgzg6EEEIIIUqurKzsuYkvjfi+gEQiwaNHj2BgYKCQlYsaPrHQCLNqo/OoHug8qgc6j+qBzqPqk+c5ZBgGZWVlsLGxAZfb9BQ2GvF9AS6Xi/bt2yv8dQ0NDekPWw3QeVQPdB7VA51H9UDnUfXJ6xw+b6S3gcp0dSCEEEIIIeRlUOJLCCGEEEI0AiW+SkYoFGL16tW0epyKo/OoHug8qgc6j+qBzqPqU4ZzSJPbCCGEEEKIRqARX0IIIYQQohEo8SWEEEIIIRqBEl9CCCGEEKIRKPElhBBCCCEagRJfFmzduhWOjo7Q1taGr68vIiIinrv/0aNH4eHhAW1tbXTq1AlnzpxRUKTkeVpyHnfu3Im+ffuiXbt2aNeuHQYPHvzC804Uo6V/jw0OHz4MDoeDcePGyTdA0iwtPY/FxcVYuHAhrK2tIRQK4e7uTtdWlrX0HG7evBkdOnSAjo4O7OzssHTpUlRXVysoWvIsV65cwejRo2FjYwMOh4OTJ0++8DmXLl1Ct27dIBQK4erqin379sk3SIYo1OHDhxmBQMDs2bOHuXv3LjN37lzG2NiYycnJeeb+oaGhDI/HYzZu3MjExcUxn3zyCaOlpcXExMQoOHLypJaex8mTJzNbt25loqKimPj4eGbGjBmMkZER8/DhQwVHTp7U0vPYICUlhbG1tWX69u3LjB07VjHBkia19DzW1NQwPXr0YEaMGMFcu3aNSUlJYS5dusRER0crOHLSoKXn8ODBg4xQKGQOHjzIpKSkMP/88w9jbW3NLF26VMGRkyedOXOG+fjjj5njx48zAJgTJ048d//k5GRGV1eXWbZsGRMXF8f88MMPDI/HY4KDg+UWIyW+CtarVy9m4cKFsq/FYjFjY2PDrF+//pn7T5gwgRk5cmSjbb6+vsz8+fPlGid5vpaex/+qq6tjDAwMmP3798srRNIMrTmPdXV1jL+/P7Nr1y4mKCiIEl8l0NLzuH37dsbZ2ZkRiUSKCpG8QEvP4cKFC5mBAwc22rZs2TKmT58+co2TNF9zEt8PPviA8fb2brRt4sSJzNChQ+UWF5U6KJBIJMLt27cxePBg2TYul4vBgwcjPDz8mc8JDw9vtD8ADB06tMn9ify15jz+V2VlJWpra2FiYiKvMMkLtPY8fv7557CwsMDs2bMVESZ5gdacx9OnT8PPzw8LFy6EpaUlOnbsiC+//BJisVhRYZMntOYc+vv74/bt27JyiOTkZJw5cwYjRoxQSMykbbCR4/DldmTylPz8fIjFYlhaWjbabmlpiYSEhGc+Jzs7+5n7Z2dnyy1O8nytOY//9eGHH8LGxuapP3iiOK05j9euXcPu3bsRHR2tgAhJc7TmPCYnJ+PChQuYMmUKzpw5g6SkJLz99tuora3F6tWrFRE2eUJrzuHkyZORn5+PgIAAMAyDuro6LFiwAB999JEiQiZtpKkcp7S0FFVVVdDR0Wnz16QRX0IUbMOGDTh8+DBOnDgBbW1ttsMhzVRWVoZp06Zh586dMDMzYzsc8hIkEgksLCzw888/o3v37pg4cSI+/vhj/PTTT2yHRprp0qVL+PLLL7Ft2zZERkbi+PHj+Ouvv7B27Vq2QyNKjkZ8FcjMzAw8Hg85OTmNtufk5MDKyuqZz7GysmrR/kT+WnMeG3zzzTfYsGEDzp8/j86dO8szTPICLT2PDx48QGpqKkaPHi3bJpFIAAB8Ph/37t2Di4uLfIMmT2nN36O1tTW0tLTA4/Fk2zw9PZGdnQ2RSASBQCDXmEljrTmHn376KaZNm4Y5c+YAADp16oSKigrMmzcPH3/8MbhcGtdTBU3lOIaGhnIZ7QVoxFehBAIBunfvjpCQENk2iUSCkJAQ+Pn5PfM5fn5+jfYHgHPnzjW5P5G/1pxHANi4cSPWrl2L4OBg9OjRQxGhkudo6Xn08PBATEwMoqOjZY8xY8ZgwIABiI6Ohp2dnSLDJ/Va8/fYp08fJCUlyT64AEBiYiKsra0p6WVBa85hZWXlU8ltwwcZ6bwqogpYyXHkNm2OPNPhw4cZoVDI7Nu3j4mLi2PmzZvHGBsbM9nZ2QzDMMy0adOYFStWyPYPDQ1l+Hw+88033zDx8fHM6tWrqZ2ZEmjpedywYQMjEAiYY8eOMVlZWbJHWVkZWz8CYVp+Hv+Lujooh5aex/T0dMbAwIBZtGgRc+/ePebPP/9kLCwsmC+++IKtH0HjtfQcrl69mjEwMGB+++03Jjk5mTl79izj4uLCTJgwga0fgTAMU1ZWxkRFRTFRUVEMAObbb79loqKimLS0NIZhGGbFihXMtGnTZPs3tDN7//33mfj4eGbr1q3Uzkwd/fDDD4y9vT0jEAiYXr16MdevX5d9LzAwkAkKCmq0/++//864u7szAoGA8fb2Zv766y8FR0yepSXn0cHBgQHw1GP16tWKD5w00tK/xydR4qs8Wnoew8LCGF9fX0YoFDLOzs7MunXrmLq6OgVHTZ7UknNYW1vLrFmzhnFxcWG0tbUZOzs75u2332aKiooUHziRuXjx4jPf6xrOXVBQEBMYGPjUc7p27coIBALG2dmZ2bt3r1xj5DAM3RMghBBCCCHqj2p8CSGEEEKIRqDElxBCCCGEaARKfAkhhBBCiEagxJcQQgghhGgESnwJIYQQQohGoMSXEEIIIYRoBEp8CSGEEEKIRqDElxBCCCGEaARKfAkhhBBCiEagxJcQQjRM//798e6777IdBiGEKBwlvoQQQgghRCNwGIZh2A6CEEKIYsyYMQP79+9vtC0lJQWOjo7sBEQIIQpEiS8hhGiQkpISDB8+HB07dsTnn38OADA3NwePx2M5MkIIkT8+2wEQQghRHCMjIwgEAujq6sLKyortcAghRKGoxpcQQgghhGgESnwJIYQQQohGoMSXEEI0jEAggFgsZjsMQghROEp8CSFEwzg6OuLGjRtITU1Ffn4+JBIJ2yERQohCUOJLCCEa5r333gOPx4OXlxfMzc2Rnp7OdkiEEKIQ1M6MEEIIIYRoBBrxJYQQQgghGoESX0IIIYQQohEo8SWEEEIIIRqBEl9CCCGEEKIRKPElhBBCCCEagRJfQgghhBCiESjxJYQQQgghGoESX0IIIYQQohEo8SWEEEIIIRqBEl9CCCGEEKIRKPElhBBCCCEa4f9OTk6vv6G4qQAAAABJRU5ErkJggg==\n" - }, - "metadata": {} - } - ], - "source": [ - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "t=np.arange(0,1,.01)\n", - "x1=np.cos(6*(np.pi)*t)\n", - "plt.figure(figsize=(8,2))\n", - "plt.plot(t,x1,label='cos(6*pi*t)');\n", - "plt.ylabel('x(t)=cos(6*pi*t)')\n", - "plt.title('ansil_21102040');\n", - "plt.legend()\n", - "plt.xlabel('t')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "source": [ - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "t=np.arange(0,3,.01)\n", - "x2=3*(np.cos(3*(np.pi)*t+(np.pi)/3));\n", - "plt.figure(figsize=(8,2))\n", - "plt.plot(t,x2,);\n", - "plt.ylabel('x2(t)=3cos(3*pi*t+pi/3)')\n", - "plt.title('ansil_21102040');\n", - "plt.legend();\n", - "plt.xlabel('t');\n", - "plt.show()\n" - ], - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 293 - }, - "id": "zjZbNLW093sd", - "outputId": "da7eca13-ebc7-4834-c6f5-9c702e517d78" - }, - "execution_count": 7, - "outputs": [ - { - "output_type": "stream", - "name": "stderr", - "text": [ - "WARNING:matplotlib.legend:No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" - ] - }, - { - "output_type": "display_data", - "data": { - "text/plain": [ - "
" - ], - "image/png": 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\n" - }, - "metadata": {} - } - ] - }, - { - "cell_type": "code", - "source": [], - "metadata": { - "id": "3sNyhk2EAmw8" - }, - "execution_count": null, - "outputs": [] - } - ] -} \ No newline at end of file