Commit c4bbda00 by Uddeepta Deka

added summary statistic plot

parent 92af5f0b
This source diff could not be displayed because it is too large. You can view the blob instead.
This source diff could not be displayed because it is too large. You can view the blob instead.
...@@ -113,7 +113,7 @@ ...@@ -113,7 +113,7 @@
"outputs": [ "outputs": [
{ {
"data": { "data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAA2QAAADlCAYAAAA87DQoAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAABoyElEQVR4nO3dd1xb97k/8M/RFkODPQ0IE9t4A04cZ9tQZzhJk2AnaZvOGHel88aK29smHfe6uL+O2zZtwUmTjrRJoEmzB3L2tAGPeGMExoupBWjrnN8fQgIxjABJRxLP+/XSS9LR0TlfNB70fCfDcRwHQgghhBBCCCERJ+C7AIQQQgghhBAyX1FCRgghhBBCCCE8oYSMEEIIIYQQQnhCCRkhhBBCCCGE8IQSMkIIIYQQQgjhCSVkhBBCCCGEEMITSsgIIYQQQgghhCeUkJEZM5lM0Ov1MJlMfBeFEEL8KDYRQvhGcYjMhojvApDY0tjYiH379gEAWltbYTAYkJKSApVKhTVr1mD79u08l5AQMh9RbCKE8I3iEJkthuM4ju9CEBIOJpMJKpWK72IQQgghhEQU/QaKLdRCRmbMZDJh586dSE1NxcDAAIqLi1FTUxPWc+p0OjQ1NaG4uBgAJj2fyWSCWq32329vb6dgRMg8Eo7YFEzs8Z1bp9Ohurp6TucjhMQ2vuIQ/QaKbZSQkRnR6XTQarXYs2eP/4teXl4OjUaDysrKsJ1Xq9WipaUFAFBVVYWKigqUlZUF7PP000/DaDRSACJkHgpXbAom9uj1emi1WphMJkrICJnH+IxD9BsottGkHiRoJpMJmzdvxu7duwO+8BqNBg0NDWE7b319PTQajf9+VVUVdu7cOWG/2tpaaLVa6HS6sJWFEBJ9whWbgo09Go0Gd95556zPQwiJfXzHIfoNFNsoISNB27p165S1wwaDIWznbWlpCQhGGo0Ger1+wn5arRYGgwFVVVXYtWtX2MpDCIku4YpNwcYeQgjhOw7Rb6DYRl0WSdB0Oh1qa2snbG9tbZ1QO+zrwjOZ8bVH0zEYDAH7q1SqSYNRTU0NampqoNPpUFVVhZqaGmq6J2QeCFdsCjb2EEII33GIfgPFNkrISFB8a2pUVFQEbG9sbAQwcYDpTJro9Xo9tm3bNuljDQ0NATVDgLdbwPhtY1VWVqKyshLNzc1hHddGCOFfOGPTTGMPIWR+iqY4RL+BYhMlZGRGxgeBnTt3zrkWRqPRoKmpacrHi4uLAx43GAwTgt5kx6QfToTMH+GITbOJPYSQ+Sta4hD9Boo9NIaMBMX35W5ubvZv27VrF1JSUlBXVzdhf71ej6qqqkkvM129vqamBq2trf77TU1N/qb++vp6AN4ao7HHNRgMFIwImQfCGZuCiT2EEMJ3HKLfQLGPFoYmQfP1eV6zZg0GBgaQmpoasVXnp1qDQ61Wo6Ojwz/VbHV1NYqLi7FlyxbqO03IPBHO2DRd7PGN59i2bRuam5uxZ8+eCYP6CSHxj884RL+BYh8lZGRGtFot7rzzzgk/OGhFeEIInyg2EUL4RnGIzBZ1WSRBa2xsxK5du7Bz5040Njb6m8h37dpFgYYQwhuKTYQQvlEcInNBLWQkKCaTCVqtFsXFxdi3bx9aW1thMBiwZcuWSftHE0JIJFBsIoTwjeIQmStKyAghhBBCCCGEJ9RlkRBCCCGEEEJ4QgkZIYQQQgghhPCEEjJCCCGEEEII4QklZIQQQgghhBDCE0rICCGEEEIIIYQnIr4LMBtLly71r1ZOCIku7e3tOHLkCN/FCDuKQ4REN4pFhBC+BRuHYjIhKy4uxvPPP893MQghk7jlllv4LkJEUBwiJLpRLCKE8C3YOERdFgkhhBBCCCGEJ5SQEUIIIYQQQghPKCEjhBBCCCGEEJ5QQkYIISRmcRwHg32Y72IQQgghs0YJGQk7s8MGD8vyXQxCSBz60+F3sOJfP4PN7eS7KISQMNKb+/guAiFhQwkZCbul//wJfvzxC3wXgxAShz7q1gMAHB43zyUhhITL4YFzuPqZX+HFjkN8F4WQsKCEjETEG2eP810EQkgc4/guACEhZjKZ+C5C1BgY6ZZ8zNjNc0kICQ9KyAghhMQsBoz3BkcpGYle9fX1UKvVUKvVaGxsnHQfk8kEhmH8F4PBEOFSRi+ZUAwA1DWZxC1KyAghF0W1tISQaBCrsai1tRUAYDQaUVtbi82bN0/6tzz99NMwGo3gOA4cx0Gj0US4pNFLKhQBoK7JhH/hikOisByVEBKVdDodmpqaUFxcDACoqamZsI/JZIJarfbfb29vh0qlilQRCSHzwHyLRb6/r6amBrW1tdDr9SgrKwvYp7a2Fi0tLdi8eTMqKyv5KGbUEjLe9gNKyEgoRVMcooSMRARHIzyiglarRUtLCwCgqqoKFRUVE34U+GppY/WHDyEk+s2nWDT+7zIYDBO2Ad7XpKmpCVVVVaitrcX27duDOj7LsrBYLAHbpFIppFLp7AsdZdiR3xD0S4KEUjTFIeqySMg8UV9fH9AFpqqqCjt37pywX21tLbRaLXQ6XSSLR8ic0A+12DGfY5FOp5u0Fh7w1s43NDSgqakJWq026K5RbW1tUCqVAZfJXs9YxvrHiNI3nYRGtMUhaiEjZBI2txOnTJFZ82ShKh1ykWTa/XQ6HbZt24ampiZoNBpUVVWhrq4u6HEGLS0tAftqNBo89dRTE/abbS0tIXxgGL5LEF4Ui+IrFjU0NKCuru6i+1RWVqKyshLNzc1BdV0sKSnBvn37ArbFU+sYALAcrWXKJ4pD4Y9DlJARMolTpj7c8MLvI3KuV26+D8vTcqfdr7KyEtu2bUNdXR1qa2uxbdu2gMf1ej20Wu2kz929ezcMBkNAk7tKpYJer5+wb01NDWpqaqDT6VBVVYWampqY7zJE4pd/lsU4RbEofmLRrl27UFtbG9S+Go0m6B+WAoEACoViLkWLeizNosorikPhj0OUkJGIiLUfTQtV6Xjl5vsidq5gVVZWYuvWrQC8wWN87U5DQ8OUzx3/z91kMl30H/5Ma2kJ4VO8jlOlWBQfsaixsRHV1dX+H3K++/X19aipqfF3T/Q9bjAYaJbFMTzUQsYrikPhj0OUkJGIiLUfS3KRJKgamkgrKyubtAYnGMXFxWhqavLfNxgMqKiouOhzZlJLSwif4rUCnWKRVyzHosbGRmzevDlgm6/bolarxZYtW6DT6aDValFdXY3i4mLs3r2bj6JGLV8LWbx+z6MdxSGvcMYhSsgIiTEVFRXYtWvXhH7Mer1+QpO9T0NDg3+6ZZ+mpib/fV9tLdXSklgTW23v8YViUXCqq6vBTZFJGI1G/z7V1dWRLFZM8b1+sVa5S8IvXuIQJWSExJiysrJJp0zWaDQBtT2Tqaurg1arRXFxMaqqqvyBZevWrSgrK0NrayvV0hJCgkKxiESKh5rGyBTiJQ5RQkZIjFmzZs2s+y/7+kCP56ul1Wg0cVVL29jYiJ07d0Kv12P37t2T/m3BLAxJCJmIYhGJFP86ZJSXkXHiJQ5RQkZIDGltbY3ZQe2RZjKZoFKp0NLSgsbGRmzdunXSwBrMwpAk+lFXpsiiWEQiycPSpB5koniKQ7QwNCExQK/Xo7y8HABietrnSFKpVP5AXVZWNulg3WAXhiTRixlZiIxqziODYhHhg6/ChSpeCBCfcYhayAiJARqNxt+KQ2bGZDJBq9VOuhhrsAtDToZlWVgsloBtUqk07hZkjXa+wf7xvkB0tKBYRPjgayGjdIwA8RmHqIWMEBLXdu7cidbWVlRVVU14zGAwBNyfamHIybS1tUGpVAZcqHWNP7G21iEhJHgspWIkzlFCRgiJa7W1tWhvbwfgncBjrJkuDDlWSUkJzGZzwGXHjh2hKTQJmu9nGrWQERK/PP51yCgxI/GJuiwSQuaFyQb+zmZhSB+BQACFQhGy8pHZoTElhMQ/N+sBAAio5oXEKWohI4TMG76krL6+HoB3ivvW1lb/401NTdBqtbyUjcwNVZwTEr98CZmQoZ+tJD7RJ5sQEpd0Oh2Ki4uh1WrR2NgYkGhptVqYTCYAowtD1tfXBywMSWIDJWKExD/nSELGUAsZiVPUZZFEBP1oih4mkwk6nW7KxQ7jZaHkyspK/9ix8XyLPvr2i5d1TOYz6roYe+ZLLCJz5/J4EzIaQ0ZCLVriECVkhMwjer3e3zo0VfChhZJJLKFELDZRLCIz4RppIfNwtEA0CZ1oikPUZZFEBPUyiA4ajQZ33nnnlI/TQskk1vgqzKniPLZQLCIz4fQnZPRFJ6ETTXGIWshIRMRaDGUdVjgvHI/IuSTZiyGQJky7n06nw7Zt29DU1ASNRoOqqirU1dWFdMzTXBZKJoRP8dpSRrHIi2LR/ObyuAEALLWQ8YLikFc44xAlZCQiYq2FzHnhOLoeWhORcy14aB9khdM3f1dWVmLbtm2oq6tDbW0ttm3bFvC4r+l9Mrt374ZKpZr2HAaDIWC/mSyUTAgf4jUR86FY5EWxaH5zjSRibpYSMj5QHPIKZxziNSFrbGzEzp07odfrsXv37in7b5LYxyC2MjJJ9mIseGhfxM4VrMrKSmzduhWANzCMr7lpaGiYU1nmslAyIXyK17SMYpEXxaL5zTeph5N181yS+YnikFc44xBvCZnJZIJKpUJLSwsaGxuxdetWSsjikG9GpFhLyATShKBqaCKtrKwsrLXEc1komRA+xGsi5kOxyIti0fzmGknEHB5KyPhAccgrnHGIt4RMpVL5p5ouKyujQBunWF9CFlv5WFSrqKjArl27sH379oDter1+QpO9T0NDw0Wb5xsbG1FdXY2amhrU1tb6tzc1NQXcJyTa+EILG2sDVeMAxSISKb5JPSghI+PFSxzifQyZyWSCVqtFXV1d0M9hWRYWiyVgm1QqhVQqDXXxyByNju+gjCxUysrKJp1yVaPRBNTkTEav16Ourg7Nzc1obW31H2fr1q0oKyuDRqPxL5RcXFxMCyWTqOdrfafB/pFHsYhEit3tAkAJGZkoXuIQ7wnZzp070draiqqqqikXcR2vra0NSqUyYNuDDz6Ihx56KAwlJHNB6VjorVmzZtYLGU8VoGihZBKrfK3v1EIWeRSLSKTYPJSQkcnFSxzifR2y2tpafyKm0+mCek5JSQnMZnPAZceOHeEsJpml0S6LlJKFQmtrK/1AIWQMwUhsoQVjI4tiEYkkm8sJgBIyEiie4hDvCZnPTF5QgUAAhUIRcKHuitFpdFIPMhd6vR7l5eUAENRUrYTMF74uixy1kEUExSLCB6u/y6KL55KQaBCPcYj3LotjxUuWS0b5uyxSC9mcaDQatLS08F0MQqLOaAsZJWSRQLGI8MHm9raQOUemvyfzWzzGId5ayHQ6HYqLi6HVatHY2Djl4m0ktlGtNSEkEmgMGSHxy+r2dVmkFjISn3hrIausrAx6Eg8Su7i4XyWIEMInGkNGSPyzul1IEEloDBmJW1EzhozEJ186RrXXhJBwotZ4QuKXze2EWpoAJ+uBh6XKFxJ/KCEjYeVLxOjHEiEkHHwxhlrICIlfwy4HMhMUAIAhl4Pn0hASepSQkbDyJWKUjhFCwokm9SAkPrlYD4bdTuQlqQBQQkbiEyVkJKx8Y8iohSw61NfXQ61WQ61Wo7GxcdJ9dDodtFot6uvrUV9fH+ES8s9kMvFdBDIDvthC3aJjC8UiEiyL0wYAyE1UAwAGXXY+i0PiSDTFoaia9p7En9EWMvqxxLfW1lYA3hXo6+vrsXnzZhiNxglreGi1Wv90slVVVaioqEBZWVmkixsS9fX1/hlcd+/ejerq6gn7mEwmqNVq//329va4WddkPhgdp0pdFmPFfIxFZPZMDm9Clp/sjdNDTmohI3MXbXGIWshIWHH+a0rIokFNTY3/WqPRQK/XBzxeX18PjUbjv19VVYWdO3dGtIyhMjbY1tbWYvPmzZO2fj399NMwGo3gOA4cxwX8/ST6+WILtZDFlvkUi8jc+BKy3EQVAGohI6ETTXGIWshIWMXqjyWn04PenqGInCsjMwkSiXDa/XQ6HbZt24ampiZoNBpUVVWhrq4u6ARifI2OwWCYsK2lpSXgeBqNBk899VRQx49GY4NtbW0t9Hr9hL+5trYWLS0t2Lx5My1OH4PifVIPikVesR6LyOyZneNayGgMWcRRHPIKZxyihIyE1egsizwXZIZ6e4bwu1+/G5Fzfet7VyEvXzntfpWVldi2bRvq6upQW1uLbdu2BTyu1+unXGB99+7dAc3wOp3On6yMZTAYAvZTqVQTaoxiRTDBFvB2R2hqakJVVRVqa2uxffv2oI7PsiwsFkvANqlUCqlUOvtCkxnzxZZ4HadKscgrlmMRmRvzSAtZDrWQ8YbikFc44xAlZCSs2BgdQ5aRmYRvfe+qiJ0rWJWVldi6dSsAb2AYX3PT0NAQ1HEaGhpQV1c3Yfv4miWTyRQXXfimCraAt/WspqYGOp0OVVVVqKmpCWoMWVtbG5TKwH8aDz74IB566KEQlJgEi4WvhSy2YkywKBZ5xUssIjPXbx9EgkiCRJEESWIpjSHjAcUhr3DGIUrISFj5FnAUMAzPJZkZiUQYVA1NpJWVlc25dmbXrl2ora2d9LHi4mI0NTX57xsMBlRUVMzpfNFgqmA7VmVlJSorK9Hc3BxU18WSkhLs27cvYBu1jvEgzrssUizyivVYFMwEQzqdDk1NTSguLgaAKSuR5ptu6yAy5MlgGAbJYpm/CyOJHIpDXuGMQzSpBwkrNxebCVk0q6iowK5duyYkDXq9HlVVVZNefJNZNDY2orq62t8C5Jvm1XddU1PjnwwDAJqamqZs8o8VFwu242k0mqBrvwQCARQKRcCFErLIG51lMT5byKIZxaLgBDvBkFarRW1tLWpqatDQ0BDw989nPVaLf1HoVFkiBuzDPJeIRJN4iUPUQkbCys16AAACyv1DpqysbNKxUBqNJqAmZ7zGxkZs3rw5YJuv1Wjr1q0oKyuDRqNBXV0dtFotiouLUVVVFdPdhCYLttXV1aivr0dNTY0/KPseNxgMMf33zkejEwfFZwtZNKNYFLzpJhiaaja3YLtcxbMeqwVZIwlZmjwJ/bbITC5BYkO8xCFKyEhY+VrIqIEsdNasWTOr2QCrq6unnPjAaDT6b/u67sW6iwVbrVaLLVu2+Bd8rK6uRnFxMXbv3s1HUckcMPAGFxdLCVmkUSwKTrhnc4v3CYZ6bYNYnpoDAEiTJeH04ADPJSLRJF7iECVkJKx8LWS+H01kblpbW+PiB0okBBNsq6urJx3LQWKHrzu0k3XzXJL5hWLR7IRjNrd4n2AooMuiPAktfV08l4hEi3iKQ9SPjISVO0Yn9Yg2er0e5eXlABDUDICEzBe+lNvhoYQsEigWzU1DQ8OkY1rnMptbSUkJzGZzwGXHjh0hKS/fjPZhDLkc/inv02SJ6LcN8lsowrt4jEPUQkbCyteNiKGEbE40Gg1aWlr4LgYhUcfXCu+khCwiKBbNXrhmc/NNMBSP2s39AIBiZRoAb5fFQZcDdrcLMpGYz6IRHsVjHKIWMhJWvqmoBdRlkRASBna3CwC1kJHoNtVsbvX19QDia1bJUGq39AEAihQjCZncu0YVzbRI4g0lZCSs/GPIKB8jhISBLxHjKyFznPkE1hPv8nJuEht8EwwVFxeDYRgwDAODwQDAO8GQb7ZX32xu9fX1MT+rZKi0m/uQm6iCXCQBAP9Ysm6rmc9iERJy1GWRhJVvDBktEUQICQe7h98WstM/WgUAuORxDy/nJ9Ev2mZziyXt5j4sVKb77+clqQEAZ4dMKM8o4KtYhIQctZCRsPJNe+/haY0g5/njGD6i4+XchJDw47uFjBASPscM3VikzvTfV0hkUEhkODtkvMizCIk91EJGwsrXZZGvhKzzB0sBUO01IfHK10JG094TEl+M9mF0DRmwMi0/YHtuogrnhk38FIqQMKEWMhJWvgH3oEk9CCFhQC1khMSnQwPnAAAr0nIDtuclqXFuyMRDiQgJH0rISFjZRmqvKR0jhISDzT/LomuaPQkhsWR/3xkoJDIUJqcGbM9NUlGXRRJ35tRlsbOzE62trdDr9VCpVNBoNFi/fn2oykbigK+FjK8uiyS2UYwhF2N3u+Aa6RZtc1NCRsKHYlHkvXfhFNZmFk1YxzQ/SY2nh4xgORYChtoVSHyY9Sf5gQceQE1NDV5//XX09/ejubkZf/7zn7Fx40Y888wzoSwjiWE2WiOIzBLFGDIdi9MOABAxAgw6HTyXhsQrikWRN+xyoKW3C1fllEx4bLE6C1a3E50WAw8lIyQ8ZtxCZjab0dDQgB07dkCpVE66z549e/DGG29Q7RGBzeMEQAkZCR7FGBKsQZc3IctJVPlvExIqFIv482G3Hi7Wg2tyJyZky1JzAABHDeehUaZFumiEhMWMEzK9Xo977733ovts2LABHR0dsFgsUCgUsy4ciX12Nw24JzNDMYYEy9dClpOkhNFu5bk0JN5QLOLPix2fQKNIQ5FiYsKVKktCqiwRJ029PJSMkPCYcZfF1atX+2+/8cYbU+5XVFREwYnA5h5tIZtqYUxCxqIYQ4I16BxtIRtyUZdFEloUi/hhc7vwyunDuK141YTxYz4lqgycMlNCRuLHrCb12L9/P7RaLRiGgclkQmVlJRQKBQ4cOACNRkOBifj5ZlnkwMHhcUMmEvNcIhILKMaQYFhGuinmJqowRF0WSRhQLIq8PWeOYdjtxK1Fq6bcp0SZgb09nRErEyHhNqtJPVavXo3t27dDqVTi9ddfR1lZGUpKSlBXV4fNmzeHuowkhg2NGWhPYzxIsCjGkGCYHFYwYJCdqMSgy0Gt8CTkKBZF3pNtzViZlnfR8WEr0/Jw0tQLs8MWwZIREj6znva+srISlZWV/vtmsxk6nQ4GA816Q0aZnTakyZLQbx/CoNOOdHky30UiMYJiDJlOv20IqbJEKCVysByHYbcTSWIp38UicYZiUeQc6j+Lt86dxO+vvuui+63N0oADh709HahaUBqh0hESPjNuITtw4MCk25VKJe644w5s3brVv5/FYplT4UjsMzttyE1SARgdgE/IxVCMIcHqsw0iXZ6EFFkCAMBgH+a5RCSeUCyKvN8dfBOFyam4uWj5RfcrSE5BdoISH3V3RKhkhITXjBOyVatW4Ze//CU6Ozun3Gf37t0wGAzUt5rA7LAhP0kNgBIyEpxQxpj6+nqo1Wqo1Wo0NjZOuo9Op4NWq0V9fT3q6+vnUnQSYX22IWTIk/0t7322QZ5LROIJ/d6JrL09nXi16wi+vXI9RALhRfdlGAZrs4rwUQ8lZCQ+zKrL4v33349f/vKXqKurQ3FxsX/7wMAAUlNTUVdXh8LCwlCVkcQws9OGPF9CRmPISJBCEWNaW1sBAEajEfX19di8eTOMRiNUKlXAflqtFi0tLQCAqqoqVFRUoKysLKR/DwmPPtsgCpJTkS5PGrk/xHOJSLyh3zuR4WFZ/Pij57EyLQ93LFw9/RMAXJ6twXMdB2Fx2qGQyMJcQkLCa8YJ2YEDB7Bq1Srcf//9uP/++7F//37o9XqoVCpUVFRMuXgimX84joPFafcnZIPUQkaCEMoYU1NT47+ura2FXq8PSLbq6+uh0Wj896uqqrBz5040NDSE7g8iYdNrG0J5RgHU0gQIGQG1kJGQot87kfPI0fdw2HAez930dQiY4Dpvrc3UgOU47OvpxIb8xWEuISHhFdSn/v/9v//nv71q1So88sgj/vurV6/GHXfcgQ0bNlBwIgEsTjs8HIs0WSISRRJYnDQbEplcOGLM+FYug8EwYVtLS0tAQqbRaKDX64M6PsuysFgsAReHg9bCihQ368G5ISPyk9QQMAKkyRKphYzMGf3eibzWvi7sbH4V25ZehfKMBUE/r0iRiswEBT7sDi5mExLNgkrI9u3bF3C/qakpLIUh8aXH5h3knJmgQJo8Cf02GnBPJhfuGKPT6fytZWONnyVNpVIFnZC1tbVBqVQGXHbu3BmS8pLpnR0ywc2xKFJ4p8ZOlyejl1rIyBzR753IMjms+Ppb/8TytFw8UHH9jJ7LMAwuz9JQQkbiQlAJmclk8t/u6OhARUWF//4zzzwT8kKR+NA9PJqQZciT0WujWajI5MIdYxoaGlBbWzth+9jWMV85xm+bSklJCcxmc8Blx44dcy4rCU6HpR+At5YcAHISlTg3ZJrVsZ5p34+/HvswVEUjMYx+70SO1eXEl/f8DYNOB/54zd0QTzORx2SuzlmIQ/3n0E+t4yTGBZWQja1F3rNnD7Zt2+a/397eHvpSkbjQY/UmYBnyZGQkKKj2mkwpnDFm165dkyZjAFBcXBzQImYwGAJ+gF2MQCCAQqEIuEiltAZWpHRY+iERCJGTqAIAFChScXpwYFbH+tY7T+GHHz0XwtKRWEW/dyLD5nbh3jf+jsMD5/G3qi8iPzllVsdZn+cdO7bn7PFQFo+QiJs2ITObzVCr1f77zc3NqK+v908DO/YxQsbqsVmgkiZAJhJ7W8islJCRicIZYxobG1FdXe2fWdE39b1vevuamhr/bIyAt3uSVqud9flI5HRYBlCQnAqhwPtvbEFSCs4OGeFhWZ5LRmIV/d6JjDODBtz+8p+xt6cTj1d+AeUZBbM+Vpo8CeUZC/Da6SMhLCEhkTftLIsGgwHl5eUB2+644w5UVlbCaDQiJSUFDMNg8+bNM16Ho76+3v/jZ/fu3aiurp7R80l0OzdkQnaC9zORQeM7yBTCFWMaGxuxefPmgG11dXUAvFPdb9myBSqVCnV1ddBqtSguLkZVVVXQXRYJvzos/f7uioC3hczJetBttfgXoydkJsL5e4d4vX3uJL7x9pNQiGV47qavYWlqzpyPualwOf6n+ZWRheKTQ1BKfnmGjWDtgxCnBj/BCYl907aQpaSkgOM4//3i4mIUFRXh1KlTaGpqQlFREf70pz9BpVJh48aNGBwM7kf32DWCamtrsXnz5oC+2yT2dVgGoFGmAwAyE5JhdFhhc7t4LhWJNuGKMdXV1eA4LuDim9hj7HpklZWVqK2tRU1NzaQTf5Dow3EcDg+cxyJ1ln9bwUiXp85ZdlskJFyxiABOjxu/PbAHn3v9MaxKy8NLt3wzJMkYANyxsAwChsHTbS0hOR7fTv9oNTq+X8R3MUiETZuQKZVKrFmzxn+/uroaBw4cAOCdVrq2thbNzc0wGAzYsGHDjBZUHbtG0EymmyaxQW/p89dgFyR7r88MGS72FDIPhTPGkPjUYelHv30Il2YW+rflJ6khFghxytTLX8FITKNYFB5vnj2Bquf+D78+oMO3Vl6Hv1Z+EWppQsiOr5YmYFPhcvzz5F6wXOx3WXYbzvBdBMKDoCb1uOOOO/y3i4qK0NTUhGeeeQadnZ1gGAaAd7ro7du347XXXgtYt2MqwawRNBVa/yf62dxOnB82QzMyJXXhSGLWYe7ns1gkSoUjxpD49XFPJxgwAWNPJEIRFirTcdRwgceSkVhHsSh0Puk/h883PYZ7mh5DhjwZr97yLdxf9in/uM9Q+tyiy3B60IB3zp8K+bEJiYRZfSvuv/9+DAwMTDr4XaPRTOiDPZ2p1giaCq3/E/30I4mXRuHtspghT0aCSELdiUhQQh1jSHzZ19OJ0pQsKCSygO2lKdk4aqSEjIQOxaKZYTkWb549gc++9ihueOH36LAM4M/XfRZPX78VpSnZYTtvRUYBlqZk4/FjH4TtHISE07STekxl69at2Lp166SPrV69ekbHamho8A+2D0ZJScmExRtpuunosr//DISMwB+AGYZBoSIVHRZKyEhwQhljSHz5uKcT6/MWTdi+RJ2Nl08fBsuxEDChr4Un8xPFoun1WC1oPNWKf53ch87BAaxIzcXvrr4TtxStgGgW64vNFMMw+MKSy6F9/9mRCX/Swn5OQkJp1glZqFxsjaCp+Nb/IdHrQN8ZLFJnIkEs8W8rVqTjlJnGdxBCZu/MoAGnBwdwWdbEQe9LU7Nhc7vQbu5HiSqDh9IRMn+cHTLiOf1BvN51FPv7z0AsEOLGgmX49VWbsSajwN/FM1Ju06zGr/br8Kv9Ovzhmrsiem5C5orXhGyyNYJo6vv4sL/vDCrGrS2yNDUbDx86QbXXhJBZe6nzMKRCEa7LvWTCY6vTF0DICPBxdwclZISEmME+jHfPn8LHPR14/0I72s19kApFWJ+3CL9YdxtuLFgGVQgn65gpuUiM767agAc+eBZfW3Z1yGZxJCQSeEvILrZGEIltZocNJ0292Lr0yoDtS1NyMOhyoGvQ6J/kgxBCZuKFzkO4LncREsUTu6kniaVYnpqLj3o68LnFl/FQOkLiQ691EMeMF3DUcAHHjN04MnAeJ0294MBBo0jDuuxi3L+6CtfmLULSJN9FvtxVUoH6w+9iZ8ur+Menvsx3cQgJGm8JmW+NIBJ/dGePgwOHa8bVYC8bqa06bDgf8YSM47iId58ghITWUcN5HOw/i29cd+2U+1yWVYTn9AfoO09IEKwuJ06Ze3HC2IPjxm4cNV7AMUM3+u1DAIAEkQSL1VlYk1mIry67GlflliArIXqHjIgEQmwv34ivvvkE3r/Qjiuyi/kuEiFB4X0MGYk/r54+jFVp+chOVAZsT5cnIytBgQN9Z7CpcHlkC8V6ACF93AmJZf84sReZ8mRULVgy5T5rMwtRd/idkYXpIzewnxJAEm0cHjfazb3osAzA5LDB7LRhwDaEriEDzg6ZcGbICJPD6t9/QVIKlqRk4XOLL0OpOhtLUrJQkJwSc0MMbipYhpVpedjZ/Cpe2PR1+l6SmEC/UElI2dxOvHXuJL69csOkj1+WVYQPuyO/ADjncYOhhIyQmGW0D+Pfp1px79IrIb7IrG1XZC+EVChC05mj2Ka8OnIF9LgBkThy5yNkxElTDz73+l/g8LjhZj1wsh4MuxzotAzAPWahZIVEhhRpIhYkp2B5ai5uLFiG7EQlipXpuESVMWk34FjEMAx+WHEDtry6G38/8TE+v3gt30UiZFr0C5WE1Nvn2mBzu3BjwdJJH1+XVYwXOg7B4rRPWEMorDwuABE8HyEkpB7+5G0AwJdL1110vwSxBFfnlOC1rqPYtixyCRnncYGhhIyEiMlk8k94Np1uqwUSgRAqaQIkAiHEAiGkQhG+XHoFFquzsFCZDqVEHpYFmaPVuuxifGHxWvx070tYl6XBQprkh0Q5SshISL3Y+QkuUWVAo0yf9PErsovBchz29nSgMn/qbkehxnmcETsXISS0uq0WPH7sQ2xbdhVSZUnT7r9xQSnuf/8Z9NuGkCaffv/ZGjsOmnPZAB5nmCPRzWQyQafTTTmTtMlkglqt9t9vb28POiG7OqcEf6n8QiiKGVf+e82NeO9CO+575yk8d9PXIKFeMiSKzZ/qEhJ2PVYLXur8BFsWVky5T0FyChYkpeCNsyciWDKAdQxH9HyEkNDgOA4//PA/SBRLULP0qqCe86kFpRAyDJ7rOBjesrkc/tuszRLWc5HYpdfrsXXr1ovOJP3000/DaDSC4zhwHAeNRhPBEsYnuUiC3199J44ZLuBX+3V8F4eQi6KEjITM345/BLFAiLsvWTPlPgzD4PqCUrxy+jA8LDvlfqHG2gcjdi5CSOj8u30/Xus6il+suw1KqTyo56TIEvGpBaX418l9YZ3Nl3MM+W97rOawnYfENo1GgzvvvPOi+9TW1kKr1UKno8QhlFak5eG/yj6FP37yNi/j1wkJFiVkJCTOD5ux+8h7+NyiS6f90XRjwXL02YbQ3Hs6QqWj2mtCYtH5IRN+/PHzuL14NW4oWDaj5951yRocN3bjQP/ZMJUO8NhGkzDWagrbeUj802q1MBgMqKqqwq5du2b0XJZlYbFYAi4Oh2P6J84TX1t2NS7NLMR9bz+Jbiv9FiDRiRIyEhI/2/sSEsUSfGdV5bT7lmXkIytBgf/oD4S1TKzTNnqb5xYyi9kOq5XGsRESLJvbiXvf+DuSxTL89LKbZ/z8a3JKkJ+kxiNH3wtD6bw8ll7/bUrIyFzU1NSgoaEBTU1N0Gq1MJlMQT+3ra0NSqUy4LJz587wFTbGCAUCPHzt3WDA4ItNj2PYRckqiT6UkJE5e/d8G17oPIT/XnNTUDMnChgBtiwsx7P6A7C6wpeksMPG0ds8t5D9/CEdan/+Jq9lICRWuFgPvvbWP9Fm7sVfNnweqllMliEUCLBt2dV4oeMQOi0DYSgl4DZ3+297oiAhGxx0wOFw810MMgeVlZWorKxEc3Nz0M8pKSmB2WwOuOzYsSOMpYw9WQkK/LXqC+iw9KPmzSfg9ET/94RjPXwXgUQQJWRkThweN3744XO4LLMIt2tWBf28zyy6FMMuZ1gH3Xus0ZOQAYDN5uK7CIREPZPDii82PY63z7Vh9/p7sDQ1Z9bHurOkAinSRPxpZMr8YJweHEBT19Gg9vWYuwGhCAK5Eh5zz2yLGTI/+3ET/u9X7/JdDDJHGo1mRpN6CAQCKBSKgItUGh9rioVSaUoOHt3weXx4oR3b3nwCdnd0/0/morx8JLQoISOzxnEcfrL3RXQNGvA/l98KhmGCfm5ekhrr8xbhkSPvgeXCM7mHZ8gwentM1yJCpjKTbkIk9NrNfbjlxT/iQP9Z/K3qi7g295I5HU8uEuOry67Gk23NOGkKLmG68fnf40t7/hbUvm5TN0SKTIjTCuEydM2lqCHT30czysaK+vp6AN64Mzb2GAwGmmUxTK7MWYhHN3we75xvw+ea/gKzwzb9k3hCy/XML5SQkVl75Oh7+Nvxj/A/l38ai9VZM37+N1ZcixOmHrzedSwMpQPcRu9gflHqAriM58JyDhLdTCYTGhsbL/o4wzD+i8FgmHJfEl5vnTuJm198GAKGwQubvoGrckpCctwvla5DXpIaP/n4xaBmXDQ77UEf29XTBnFGMUSp+XAPREdCRqKPXq9HXV0dmpub0dra6t/uGyum0+lQXl4OrVaL+vp67N69m8fSxr/r8hbhXxvvxTHDBdzxSh0uDEfpDKluSsjmE0rIyKy8evoIfrr3ZXxt2TX47KJLZ3WMSzMLcXmWBv938I2wtJK5DWchkCshyV4Mj+l8yI9Pohut/RMbWI7Fnz55G59vegwVGQV4ftM3oFGmhez4UqEIP15zI94+34ZXu46E7LgA4Ow+CUnWJd5Kn/7IzRpLYotGo0FTUxOMRiPKysr8241GI1QqFaqrq9He3o7a2lrU1NQEvSA0mb1LMwvxzI1fg9lhw6df+hOOG7unf1KEsa7gK4dI7KOEjMzYCx2H8LW3/okbC5dhR8XGOR3rv1ZX4ZOBc3im/UBoCjeGa6ALotQFEKlz4DZSQjbf0No/0e/wwDnc/nId/qf5FWxbejUe2/CFoCYGmqlPLShFVf4SPPDBs+i3DU3/hCBwLAtn90mIM0sgzV0KZ/cJsDNoXSOE8GuROhPPbfo6kiUy3Pziw/h3+36+ixTQis/apm65s7tdONB3Bi93HsaeM8fRYemPRPFIGFFCRoLGcRweOfIevv7Wv7CpcDn+cM1dEDBz+whdllWEmwtXYGfzKyGfitbVcwri9EKI04rg7DkV1gViSWyitX/4cXpwAN9552nc8PwfYHHa0HhDDX645gYIBeH5l8QwDHZdcTs4Drj//X+HJBY4LxwH5xiGrHA1ZIXlgMeNUzWJISgtISRSchKVeP6mr+PGgmX49jtP4TvvPA2Tw8pbecYu0TN2pmifY4ZufOPtf2H5v36KTS8+jJo3/4Ev6B7HVf/+f1j/7K/xyJH3YKPJQGISJWQkKCaHFfe+8Xc8tPdF1Cy9Ev939RaIBcKQHPuHa26A2WnH/za/GpLj+TjOHII0bwUkuaVghw1RMQsaiS609k/kcByH1r4ufO/dBlzz71/hnfNt+NnaW/Dard/G2qzwdxVNlyfjV1fegaYzx/CbA3vmfDz7qQ8BRgBZ0aWQ5C0PQQkJIXxIEEvw26u24NdXVuO1riPY8Oxv8B/9gbBNOHYx7NDoEh2e4dExzQf7z+Ire/6Gqud+i9beLnx75Qa8uOkbOHT3j7B3yw48uv4elKbk4Gf7Xsb6Z3+Nd861RbzsZG5EfBeARL99PZ24750nMeh04NH192BjwdKQHj8vSY0fVtyAH338PDYuKMXVuXMfzO+29MFj7oY0fzmkecsAAM7zRyBSzXzyERL/xq79U1k5/eLmgHftn3379gVso6mmJzI7bHhWfwBPnPgYx4zdyE1U4YHy6/GFJWshF0kiWpaqBaXQlm1EbetrWJCsRvXC8lkfy3r8LUjzV0AgTwYAMBI5OGf0zthGCJkawzDYUlKBK3NK8KOPnsM3334Sf/7kHfyg4oaQ/CYJlnvMjNCeYSOae07jtwf34K1zJ1GkSMOvr6zGbcWrJ1SI5yQqsbFgKb63agMe+OBZfOb1R1Gz9ErsqLghZJXnJLwoISNT6rMNYmfzq3j6VAvK0xeg8Ya7kZekDsu5vrBkLV4/cxTfe68Br97yLaTJk+Z0PHv7hwAAaWE5xGkFYKSJsHe2IqF0QyiKS+LQbNf+IROxHIuW3i786+Q+PN9xCC7Wg6r8Jd4fNzklYeuaGIxvrrgWXUMGfPfdRrAchy0lFTM+Buu0YWj/80i54X7/tuyvPoHzv7sdzp5TkGQuDGWRCSERkpOoxKMbPo+9PZ343+ZX8JnXH8VVOQuxo/x6rEjLC/v5XX0d/tuPNb+E/9d2DItUmXj4mruxqXD5tLFTo0zHU9dvxaNH38fP972Mg/3n8KdrP4OMhORwF53MESVkZIIB+xAeP/YhHjnyHoQCIX5x+W24+5I1Yf0RJWAE+PWVm3HjC7/HtjefwJPX3zunWh3r0TcgSiuEJMP7A1tesg62428DN94/zTNJvKuvr0dNTY2/e6JvRjNa+2duuq0WvHPuJN4+14Z3zrfB6LAiP0mNb69cjy0l5chMiI7klWEY1K67DQIw+N57jfhkYOYT/gwffBmcfQjJl23xb0tYWglGkoChfY1I2fRAKItMCImwSzML8eyNX8XrXUexs+VV3PjCH3BZZhE+u+hS3FiwDDKROOTn7LZa0HyoCdniBAyI5Ugc7MPu236MjQtKZzRen2EY3Lv0SqxIy8NX33wCN73wB/xlw+exPC035GUmoUMJGfHrsPRj95H38FRbMxgw+Mwla/DdVRuglkVmoHp2ohL1130OW17djf/+8Dn8Yt1tM1ps2ofjOAx/8hoSStf7t8kXXQPjS7Xg3C4wYQikJPqMX/vHN920VqvFli1boNPpoNVqUV1djeLiYlr7Z4bsbhf29nTi7XMn8fb5Nhw3doMBgxVpubhn0WW4JvcSrMksmPPEP+EgYAT4xbrbsCQlGz/b95J/u8Ee3KLKlvceh7RgNSRZowtXC6SJSFq1CYMfP00JGSFxgGEYbCxYig35i/FS52E8ceJjfOudp/Bj6QvYVLgcVflLsDarCIni2XdVd7EevHOuDU+c+Bh7zp6AtqMFKlU28lIXYKksEbkFy2Z97EszC/HyLffhK3v+htte/jN+e9VmbCpaMevjkfCihGye87AsPurpwOPHPsCrp48iRZaA+1Zchy8sXhuxRGysNZmF+MW62/D99xqhliXggfLrZ3wMx+lWuLpPIuOzv/VvS1y+EQP//m9Yj72BxOVzm6qfxAbf2j/jGY3emauqq6tRXV0d6WLFJBfrQZupF0cGzuPQwDns7zuDI4bzcLEeZMqTcXVuCb654lpcnVOCFB7ixmwwDIMvLrkc1xcsxcOH3sJjxz7AphcenvZ5trYPMHzwZWTV/HXCY0mXbcGF31fDef44JDmLw1FsQkiEiQRC3KpZiVs1K6E39+PJtn14seMT/OPExxAyAixLzcESdRYWJKdgQXIK8pNSUJCcglRZor9S2c160G8fhslhxbkhEw4NnMWBvrP4qFuPYbcTS1Oy8bO1t+DKk88jcekGQCjy9uqZo6wEBRpv2Ib/er8RX33rn/ieqRffWbU+KivK5jtKyOYhD8vi454OvNT5CV4+fRh9tiEUKdKw8/JP446FZZDz3IJ0Z0kFzA4bfrrvJciFYnx71czGfZnffhRCZVbAeDFpwWqIM0sw+NGTlJARMgmO42B0WNFh6R+5DKDD0g+9uR9t5l44PG4AQJEiDavT83FH8WqszdJgsTpzVi3Z0SIrQYGfrb0Fjx37AF1Dhovuy3Ec+ht2QJq/EslrPzPh8cTlN0AgS4bl46eQdtuD4SoyIYQnGmUaflBxA3aUX492cx8+6unA3p5OHDN249WuowFT5suEYigkMrhZFkaHFRxGl9tQSROwMjUX9628DtfmXoKlKTlg7YNov3Acshu+D9Zhhfmt3WBdDgjm0AIHAHKRGH+4+i4sVmWhtvU1nDT14DdXbY74pErk4ighmyesLida+k7j1dNH/ElYTqISn9aswqbC5Vidnh9VNSY1y66Cze3EL/c3weK044drbgiqfG7jeVjefRwpt/4IjHD0480wDBTrPgvDy79E+md+DWFieCYnISSa+ZKu04OGCYlXp6Uf5jELG2clKFCkSMOKtDxsLinH8tRclKZkI2mOPw6iVecX/gdbXt2NvT2dU+5jfqsetpPvIff7L4OZZEytQCJD8tq7YX7jT0i54fsQyOY2OREhJDoxDIOFqgwsVGXgc4su828fdNpxZsiA04MGnBsyYcjlgJARIFWeiAx5MlSSBGQmJCMvST2hImv44MsAxyFh8bXe2RY9LjjPHIJMsyYk5b1v5XVYqErHt995Gre99Gf8ZcPnkZOkmvOxSWhQQhaneq2D2NfbiX09ndjXexqHB87Dw7FRnYSN9+1VG6CQyPHjj19Aj20Qv7zijmlb7wae/zkYiRyqDV+f8Jjy2hoYXvwFTHv+hNRbfhCuYhMScU6PGwaHFQb7EPptw+i1DXovVgt6bYPosQ6ix2rBBavZ39IFAOnyJBQp0rBYnYkbCpaiUJEGjSIVhclpSBDPr9pTkUCIGwuWTZmQ2Tua0ffEd6G8bttFW9lTbt4By3uPw6R7GCmbtGEqLSEkGiVLZChNyUFpSs6Mnzu492nINJdCnF4EoTIbEIph0+8NSULmc0PBMhTclIIv6f6Gm178Ax5Z/3mUZywI2fHJ7FFCFgfcrAd6Sz9aeruwr6cTe3s60TnoXVwwP0mNNZmFuLtkDSoyC3CJKiOqk7DxvlS6DmnyJHzn3afRbu5D/XWfRX5yyqT7Wo/ugfnNOqR/9v8gTFBOeFykzITiqi/B+NpvoLquBsLktHAXn5CgcBwHu8cNi9MGi9MOi9MGs9MOs8Pm32Z22mAe87jFaYfJYYPJMRzQsuWjkMiQIU9GhjwZ2YlKrErLQ3aiEjmJKuQlqVCkSEOyRMbDXxu9vly6Dg/tfXHCdse5Izj3602QLliJ9Lt/fdFjiFMXQHHNvehv/AESln8KsoLV4SouISROuAa6MHzwZaTfuQuAt7VdvvByWD95DerKb4T0XKUpOXjp5m9i6xt/x5ZX61G77nZULyyb0zE72geQmCRFRib1CpgtSshiiJv14NywCadMfWg39+GEqRvHDN04YeqBw+OGgGGwRJ2Fa/MuwaUZhajILERO4sTEJNbcXLQCGkUatr7xD9zwwh+wa93tuLEwcOYhz5AB3Y/eC/mS6yZtHfNJvfVHGPzwn+hr2IGsL9OsemT2jA4r3jnXBhfrgZN1w+52w+p2wup2wOpywup2wep2wuZ2wjZy2zrm9vjtLMdNeh4RI4BSKodCIodCIoNSIodSIseCpBQoJHIopXKkyRKRJk9CqiwJqbJEpMuTaHzALAgYAR66dBN+0fKaf5v12Fs4//s7IEpdgNzvvgBBEEls6q0/hnnPH3HhD5tR9MtT4SyyHzfF54cQEv0ML/wvBHIFlFd/2b8tcdUmDDzzY7AOKwTShJCeL02ehCev34odHzyL77z7NA72n8UPKm6Y9RwCf/qDd+3XXb/ZFMpiziuUkEURN+tBr3UQF6wWdFvNuDBsRtegAZ2DA+i0DODMkBEu1gPAO0izRJmBJSnZuL14NZaos7AiLS9ua7yXpubg5Vu+ie+/14iaN/+BWzUr8fPLboFalgjWPoRzv94EzmlF1pcfmXRsh49ImYm0zf+L3r99A0mrNiGp7Nawl93t9oT9HCTymntP4zOvPzphe4JIgkSxBAkiCWRCMRJGbstFYqTKEiEfuZ0gkvgvcpEYCWIplCMJ19jkSy4Sx/SkGbFGwDBwsR7s6TiE5XufgOnVX0G++Drk3Nc4acv7ZESKdCivrcHQgYmtbeHidFKcISQWWY+9CfNbu5H+2d8GjDtNWn0z+p/ajuGDLyL50i0XOcLsSIUi/OrKaixLzcH/NL+CDy604/fX3IXSlOyQn4tMjxKyCGA5FiaHDf32IfRYLegetqB7JOnqtlpwYdh73WcbCpiFRyoUYUFSCgoVqdiQvxiFyakoUKRioTIdOYnKmOp6GAoqaQIeWX8PntUfwI8+eh7Xnf8NfrDsSlz+8s/hPH8UeQ/sgTi9cNrjKK/bBuuRJnQ/8mXk//BdSHNLw1ruoSGn/zbLchAI6Md1PFiXVYzHq7dDLBRBLBBALpRAJhLNu+9lvLkyZyFuZG1w/r9Pod9qgP7Ke1F+586gkzEfcUYxOKd1+h1DxDrsnH4nQkhUcXa34cIf74Z88bVQbQjsmijJugTyS66Eac+fw5KQAd7JPr5cegUuzyrGfe88iU0v/AEPlF+Pe5deQf/LIowSsiCxHIthlxODTjtMTtuEsR4Wp21kvId3rIfJYYPRMYwB+zCMDuuE7khqaQKyEhTISlBiaWoONuQvRlaCElkJCmQnererpQlUMz4OwzC4vXg1rsguxu90j0L1py0wuIbh/vJjWFhYHvQxMr/yF5z532tw9pcbseCH70CcXhS2Mg8NOvy3LWY7VGp52M5FIidRLJlyPCOJPRzHwd72PhJf/AW+e+gVeHJK8e+q7+MxixnOhl24IrsYt2pW4saCZVBKp/8Oi5QZYK0mDLywEyk3fB9MmLuQms0TxxESQqKX49xRnPvNzRAmpSLnG09N2rtHteHruPCnz8DW9j7kJVeErSxLUrLw4qZvoLb1Nfx030t44+wJ/OrKauTSLIwRE/MJmZv1wOnxwMG64fSMXFgPHB43HB437B4XbG7XyHgN58htl38sh83thM3jvW8PeMz7+LDbiWGXA0Mux5RlkAnFUEpk/m5GCokcOYlKLEvNQaosESmyRKTKEpEqS0JmQjIy5QrIeF7rK5ZxHjfEb+/GF1/4MdzKLNSuroHueCuuHRzCd1dtQHlGwbTHECYokfdfr+DMzmvR9fMrkfvdFyArnNug1qn09Q37b/f3D1NCRkgUcVv6YHn/77C88yicF45DnLUIWdv+juTL7sJ/CwS4z2HDK6cP4z/6g9j+/jP44Yf/wZU5C1GVvwQb8pdMOU436dI7oT57BAPPPgjL+39H2m0PImlNNRiBMCx/R1/vkP/24KADycnxuTwBIbGO4zgMfvAP9Pz9mxCnFiD3ey9OOclY0ppqSF/9NXr+9k0UPLQvYDmfUJOJxHjw0k1Yn7cI33m3Adc9+2v81+oqfLl0HURhiltkVEwmZG+ePYGFf/sRnKx7yoHwUxEwTMC4Dd8YD7lQDLlIAoVEhqwEhfcxkQQJIjGSxTIkSaRIEkmhkI6O7fAlX9IwfkFIIOuxN9H39ANwdLZAVfUtpN3xM/xFIseLHZ/g/w6+gVtf+hOuzF6IbcuuwjW5JRdtchepspH/g3dw7re34szOa5Fxz++huOLzIW+V7L4wiKRkKVxOD7pOm7CwhGZ3JIRPbnMPhg++hKH9z2P40KtgGAZJ5bch457fQb74uoCaaqVUjrsuWYO7LlmDbqsFL3YcwmtdR/HfHz2PHR/+B0tTslGZvwRX55RgdXo+JCP/DwRiKdLvrIVi3WfR99R2XPjTZyB+9idQV92H5HWfhVCuCOnfdLrTBIGAActyOH/OjEWLM0J6fELI3Nk7W9H31HbYjr2J5LV3I/OLf77oeoWMQIjML/wRXT+5DCbdw1Bv/HbYy3hVTgneuu172NX6On6272X8u70VP7nsZqzN0oT93PNZTGYSRYo0fLviekgFIkiEQkiEIkgEIkiFI/cFIkiEIkiFQshGEi1fAiYWCKkbYIzhWA+GD70K46u/hu34W5AWliP/h+9CvvBy/z63aFZiU9FyvHL6CH5/8E3c0/QYCpNT8fnFa7GlpByqKWYoEikzkf/AHvT+7ZvoeeTLGD70CjI+8xuIVKEb1Nre1o8iTQqcTjfaTvRhfeXCkB2bEHJxHMfB1dsOe0cz7Pq9sB59A86znwCMAPKSdUi/cxcU6z4LYVLqtMfKSlDg3qVX4t6lV8LksOKtcyehO3Mcjx/7EP938A3IhGKsySzAuqxirMvWYEVaHqT5K5D3X6/Cpt8L40u16H3i2+h7ajuSKm5H8ppqJCz7FARzXGzb42Fx/FgPLr+iAAdaz6O9bYASMkKiBOd2YvjgyzC9VQ/rJ69BnFmC3O+/fNH1DMeSFZZDuf5r6H/mR0goXQ9p/vIwl9i7ntrP1t6C6oVl+MGH/8FnXnwY1WlZ+Oqyq1GQvQjCRFXYyzDfxGRCVqhIxVdKw9eXlkQHV/9pWD54Aua3d8M90AVpYTlyvvUMElffMmlSLWAEuKlwOW4sWIaW3i48dvwD7Gx5FbWtr6Eqfwlu06zCdXmL/DXY/udJE5G19TEkLN+Ivie+jc4HliDllv+GasPX5zzVrMFgxZkuE9auKwDHcWh86hAMBitSUkI7hS0hBGAdVrh62+G8cBz2zlY4Oltg72wBazUBAERphUhYci1SbrwfCcs+BZEifdbnUkkT8GnNKnxaswoelsURw3l8cEGPD7rb8fAnb6G29TXIRWKsSM3FqvQFWJ2ej7IvPYqizw7B8u7jGPz4SQx+8A8I5AokrtqExBU3IKF0A0TKzBmXpXnfWVjMDqy5LB8uF4uDB85j442LIBTSoHxC+OC29MJ69A1Yj76Bodb/gB0agLSw3Nsd+tItM+56mL7lF7C3fYBzv9mEvO06SLJKwlTyUW7jeeR9+Hf8seUZ2Dv3gwEH93+AdgBMSh4UK25AUtmnkbCsKuxlmQ9iMiEj8YljWTjPH8XQ/hcw1PIsHJ0tYCRyJK+9G6prayAtqgiqdZNhGFRkFqAiswC9awbx7/ZWPKs/gK+88XcoJXLcWLgMn8pfgitzFgas1aRYexcSl2/EwDMPor/xBzC++iuor/8+lNfVzLp70btv6SGTi7FipbfF7aXnj0H3Whu23L1yVscjZD7jWBaeoQG4jWfh6m2Hq6cdzt5T3uueNnhM5/37ilLyIC0sh/r670NWVA5ZYXnYFoMXCgRYkZaHFWl5+Oryq+FmPTg0cA57uzuxv/8MXuw4hLrD7wAAMuTJWJ2+AEs3/xYr3MMo0n8Ex+FXMPjhPwEAkrxlSFiyHgml6yFfePmUZXY6Pfj5g024+dNL8dwzh1FekYecXCXWrivA3o+60Lz3DC67fPrxtISQueE4Du6BLji6DsB67C1Yj70B59nDAABJTimUV38ZinWfgzRv2TRHmppAmojc776AM7Ub0PWTy5C19bGwLdvjOH8Mhhd/gcGPnwQjkiJx5Y1QXbcNbGohXjx9GO8fexdF5nOo3P8ikt/aDVFqAYDfhaUs8wklZIQ3nNsJe2cLbCff817aPgA7bAAjTUTiyhuRcsP3kbjiRgjkybM+R0ZCMr62/Bp8bfk1OG7sxrPtB/Dy6cP418l9kAnFuCpnISrzl+CqnIVYkJwCYaIaGff8DqqN34HxpVr0//u/MfDcT5F82V1QXnsvZEVrgu7yeqbLhA/fP42NNyyCROr9qm28cTGebfwEJZekYXV57qz/LkLiAcdx4JxWeIYG/Bd2aACeIYM38TJfgNt0AR6T99ptvgB43P7nC+RKiLNKIMkohnzRVZBkFkOcsRDizJI5tX7NlUggRFn6ApSlL/Bv67FacKDvDPb3n8GBvrN4/NiHMDi8E/4kXnIL1qy8C1dbe7Gk7xTS9jXC1OT9gSNKK4SsqAKyojXe68JyCOTJ6O0ZhN3uRsOTB5Gbp8Ttm73dmPLylSivyMMzDZ/gdKcJ164vRkbm1GNUCCHBYZ02uPtPw9XfCeeF43CcPQznuaNwnD8Czu6dVEeUugAJpeuRcuN2JJSuD+nwB5E6Bwt+/BG6H/kSzv/udqhv0iLt9p+GbKIP++n9MLzwvxhqeRYidS7St9RCcdWXApb8uGdZJW6p3IZHj76Pe468iwLTGXxz8CzQ6338Qv0XoK66D7KiipCUaT6hhIyEHcdx8Az2wXn+GJwXjsN54QQcp/fDrt8LzmUHI02EfOFa75e4ZB3kJVdCEIYFrhers7Cj4nrsqLge7eY+NHUdQ9OZY9jx4bNgOQ55SSpcnqXxX/K++GekfPrHsLzzGMzvPArLO49CnFniHftRcTukheVTJmcmkw1/+0szcnIVuPq60YGwa9ctQFenEU//6wBcLg8uXbtg0ucTEk041gPWMQzOMey9dlrB+m6PXHu32ybZZh25HgbrsAY+PmwE555kBluhCMLEVIiUWRCqsyHJXYqEpVUQqbIhUmVDqM6BJKMYgsSUmBkTnJmgwMaCpdhYsBSANy722gZxzNiNY4YLOGq4gKeNMrRzcrjUS5BlN2PFcC/W2E1YdPoTZO1/AaKR12owpRxviL4OIA1lGgc2fkoOIWcHkAgAqL5rBfILVGh67SSa957BggIVli7PwuIlGcjMSqa1EAkZwXnc3sqgwb7Ri6Ufbv/tXrgGuuAeOA2Ppdf/PEYihySnFNLcUiRV3A5JbimkecsgSskPa0wSJiiRc9+/YXzlV+hv2IHhgy8j9dYfIan807OawZVzOzHU+hzMb+2G9egeiNM1yPzin5G87p4px7YqpXJ8b3UlvlJ6Bf5y7H384NiH2Djy0piOvYXBD/4B2cLLoar8JpIr7gBDs4oHheG4GU5TGAVuueUWPP/883wXg4zBcRzYYaO3K1H/aTgvnBhJvrwXdtjo3VEghDijGNK8ZZCXXAn5JVdAmr+S1y+s2WHD3p4OfNCtx4cX9DhiuAAOHNJkSViZlodV6XlYmZKD0r424MALGGp9DuywAUJVNhJKNyBx6QbISzdArPa2eJ3pMuGvf9kHgUCAb3z7CiiVgcmlx8PiP/8+jI8/7MKy5VnYdGspUlLjZ0zZfPl+3rzpJjz37wZgzGLuYFlwHAuwHnCsBxh7m/X4H/PfHrn49vXtF/Ac1gOw7nH3PeA8Lu92j9t72+MBx/pue6851g14XODcLu99jwuc2+ndNnKbczu81x4XOJcdnMsRkEBxjuHJk6ZJMBI5BNJEMJJE77XUey2QyP23/dukiRAkqCBMTIEwKRXC5DQIk1IhSEqFQJYcM4lWqLlZD84OmdBu7oPe0ge9ud9729SL1HNGLO7Pg9RRDAkMuNLxW2isn4w+NykNTFohpJkLkZx9CYSpC3FqMA9Hz4rQdsoMl4uFTCZCQaEaCwrVyM5ORla2AimpCXGZpM2XWDRf/k6O9YzGJ8cwWMfQ5Lftw2Ni2DBY+1BAJRHrGAZrM8Mz2Df622QsoQjC5HQIk9MhSk6HKHUBxGkFEKcVQJRaAHFqAUSp+WFbwiJYdv0+9DX8ALZjb0CkzkXy2rshL1kHWdEaiNQ5Uz7Pbe6B7dQHGD74Cob3Pw/PYB9kJVdAtf6rsxrfNuxw4CcPNAEAnlz+Du6wD+Cu7kNQd7VCqMqBav3XoLx2K6+9FvgU7PeTEjIyJY7jwNmH4Bk2BHQp8gz2wW08570YzsFtOge34Sw41+jCpAJZMsTZiyHJXgRJ9mJIchZ7rzOKw75A6lwZHVY093TiQP9ZHOg/i4P9Z2FyWAEA2QlKLFGm4kprP0p7TyCtqxWC80cBAJ60pTiQ/HkcNC9CToYIn//KWqjS1VOe58D+83jxuSMYGnRi2YosXH5FIYo0KTH/w2i+fD/X5zP484YomTSBYcAIxYBA5P1nKhSDEYi8FR0CERihGIxI4t1HKPbeF0tHt/svUjAi6UhSlTAmgRpzW5IQkFT5Ey2xfNKFTcnsDQ850XXaiOPHenHsaC9MRhuSVBJkr0oCV+DBOYcJvYbz8HQfh6ivE+rhPuTYTN6L3Qy1y+o/lk2UjPPJFeiTrsSAoAQGZwYcHm8sFosYZKTLkZqhQGpaIlLSEpGamoCU1AQolbKYnRxkvsSim9ZfgYY//u9oBQ/HjVQGsQC4kfu+n3ojt8dWCo2tLPJXDLHjKo3GPT6+sslXceRxj1QEuQOP73aOVvz4K4Wc3soi/2PO0dtuJzD+PscG9Xr4YpdAljQSs0bilCzRX2EklCtGkq40CBXe5EuYlAZhcjoECcqYqhCydzTD/O5jGGp+xt+KJ1RlQ5q/wjt7LMd6eycMG+Hq08NtPAcAEGcuRFLZp6G44p45jW8btNjxswd1AICb71+EJ07sxWtdR1E01ItvmDuwTP8BBACS194FVeU3IC0oi6nXd66CjUPUZTEOcR73JN2Ghid0MeIcvm5HQ96xG8MG/9gN333O7ZxwfEYkgUidB5E6F6KUXMg0a7y3fZfUfIhUOTH7hVNLE1C1oBRVC0oBeBPT04MGHOw/i2PGCzhh7MHjHhG6pNlAyU3Iz7wFa40qyCyFgEmA1Y5/YvnxZ9Gz3YOB9CLI8pZBmrvU26UhdynEGQshkCZg1eoclJZmoHnfWbz3TgfqHv4QCqUUS0ozsbAkDcUlqUhKosVdo5WsYDWytv2X947/s854a00Zgfd63G3fY97bAoARAgIBGEYQ+BzfvgIhGEYICEWBx/AlXr5kixKhmMVxHKzDLvT3D6O/z3vp7RnE2bNmGA02AIA6RY6lyzKxpDQTxSWpUyZIZocNZ4eM6LZa0G6zYMB4AdaeU2D7OyAwnofE0otE6ysotD6NcscgEp1imIULYBAWwDScj76uTLQLszHMpHo/p94SQipyIkHGIjlJCKVShpSUZKSkqZCkViJZlYTERAkSEyWQycUxX6EUi2xtH+DsL9aH5+AMMxqHBIKA2954NhKXhCIwAtFIrBKN7CcYfb5IAkYoASMSgRFKAKHYmzAJJYGVQuPuw3dfPPpYYEt70uhtWdK8rBjyjjGtQMY9f4DbcBb2zmY4OprhOHcEbsNZQCCEQCKHKCUP8kVXQ5q3FLKF6yBOzQ/J+Xt7h/23r8xeiKtySjBgH8K/T+3HH07uQ0/aUtzedxy3738Rlvf+CnHuUigv/yySL78b4lQatuFDCdkM+GqIvLVDngndi/y1QpNce7sMjanpmaQ2KODiGbOf777L4d8emFCNJlze7kUTk6gJGGYkiCV5A1liCoRJKd6ZyRas9HYdGtkmTEr1XhK914wsKWaTrdlgGAaFilQUKlJxK1aCZTn0dA/i8NEL2Nd8BqYeOxgpYC10oD2rG8/bi5FhuhslQz0oHO5HSecnKDz6JpR2i/+YrsRUIK0AkgwNirIuQelVJeh25+LYOSlOnerHxx92AQBSUhOQl6dEbp4SmdnJSE9PREpqQszWWEeayWSCTqdDdXX1pI/rdDo0NTWhuLgYAFBTUxP0sUUpeVBc/pmQlJPEB7fbA7vdDYfdDYfDDbvd7b8/POzE0KADgyOXoZHL4KATHs9ozX+yQor0jCQsX5GNvHwl8vJVSE1LCCrmKqVyKKVyLE29SHcl1oNe2xB6rBYYrBaYB7rg6D8NgakbiYNnkDi4H8ygERgGGIcUArcMjCMR7LACVkMKzgtScEqQChujHJO0eTHwQMzYIBY4IBG5IJGwEEsYSKQCyOQiyORSJCYlICk5AQqFAgqVCgqVCglKBeRyCUQiimuzkVB6HQpr672VOgzjfV98yRDDgMHIZ4dhAN/tMRVE3koebwXR6G3BvPo/Hw8YhoE4NR/i1Hwkl98WsfOe6TL5b1ssDiiVMqTKklCz7CpsXXoljhou4LmOg7ivfT+yzuzHTf1tWPvsQ+hv/AGkl1wF5brPIqnsVogU83vtxJhMyGynPsSZX2wIbEoHN6GJHRw3psl8pOmeHTduY0yT+9gka+JjwTWVz5pQNGVNESbUHInBSBK8SZO/G9GY5nlf9yLJxG5FvtuMWEbBNggcx2HQ4kBP9yDOdJnQ0WHA6Q4j7HY3hEIBSpdm4NZNeVi0OMP/Y4LjOBgcw+i0DKBz0IDzQybst5phMJwFek5BbDgDxWAvcmwmZJ/4ANkHX0GqcxgCAEtHLkZpLs4mXIqBwcU4f3wBjn6SATfr/boyDAe1Qoi0tASoU5OhTE2GUimHUiXzXpQySKWief/+6vV6aLVamEymKRMyrVaLlpYWAEBVVRUqKipQVlYWyWJGLY7j4O3p5O3y5A2pHLixj7Fj9oHv/mTbxh9vkuNP+1gQ+7LeblnsJOX2/U3suHK73Sw8bhZuNwu3hx257/Hed7MBj7vG7utm4XZ74HGzcLlY2O3ugMRqPJFIgKRkKZKTJUhKliEnV+G9nySFQilDaloi0tIS/DOyhotIIEROohI5iSMzp41MMjIVh8cNg30YJtsQBk0XYDWdh9XSB7vlOGxmCxwWG9xWJ9w2D1gHA9YlAusRg3XKwA7LYYcMg0wCXIwYTkYENyMAYB+59Aaci+HcEMIJIeOEEC4IGBeEAjcEjAdCoQcCIQehkINIBAjFDEQiAUQSAcRSMcQSMSRSCSQyKaQyGWRyeVhev2gkkCZBkrmQ72KQeerwoQvIyk5G94VBnO4wYMWq0QohhmGwNDUHS1NzsKP8ehzoP4sXOg7im+37UdD5MTb2HsOqv34NzONfg6CoAqnln0bi6pshySmdd79heE3Ipqu9ngojknqnEmUEI91+RmuDfF1/Rmt4fLVEgsDHfF2LxnYN8ncxGulONL6Zfly3o4ndi0a6D/m7EokCxnVMbI6XepMt6nLEG6fDDbPZDrPZDssk1319w7BZXQDgHwx/zfpiFBalIH+BChLJxEG9DMMgVZaEVFkSyjMmXwfI5nah22rG+WEzemyDOGbug22gCw7jObCm8xBYeiAZ7EGC9RgW2ixIcVohcUvhRAbMglyYbdmw9OXglCAVw4I02AXKgOML4IZY6K2llkpYyKSAPEGEhEQpkhRyJCuSoVAkQ6FQQJ6cDFmiHPIEMWQyEUQifgcqh4pGo8Gdd96Jurq6SR+vr6+HRjM6A2ZVVRV27tyJhoaGoI5/6mQ/fvGzN8CNndRj8ptjxm+M3+674ibbNSTHm3CT8yUm3qQEUyQ48YzxNxiM/KgXCSAcuR57EQqFEIu9j4klQsgTxCPbx+wnFkIsFkImE0EqFUEqEwXeHrmWSIQx+QNDKhQhO1GJ7EQlkDazpTo4joPD48aw046hYSOsQwYMDxowZDZj2GKBbXAY9mEbnDYXXHYXPA43PC4WrIsF62HAsUKwHgE4VgTWLYKLE8PBSeCBGCykcEMKDyOFh5lsXHJwE9EQQmbv6JEedJ024YtfWYPXXjmOg/vPByRkYzEMg9Xp+Vidno8frbkJp8x92HPmOH5xai/Ex9/GZQNtuPTZn0DW+EM4VDlIXPYppK/YCPnia+dF6xlvCVkwtddTkRWWIfur/whTyUi0YVkOHg8Lj8d7zXpYuD3cyDUL1jNSy+1h4XJ6YHd4uwjZbS7YHaNdhsZe26xOmM122O3ugHPJ5WIolN5WpozMZCxZmonMrGRkZiUhNTUxZOMj5CIxihRpKFJMv1Ct1eXEgH0IZqcN5iETpOYLSDb3QGLugWqwG+zgEbBDJrBDLrjtQrBOCTiPGHDKwNnlYCGHC0kYYJJxTqCAg2HgYVgA5knPJ+BcEMEOIeOAkHFBwHggEHhrp3011ELhaA21WOL9sSqWiCGVxM70ti0tLQEJmUajwVNPPRX085MVUixemgrA3wkIQlFgQjvaVQhjtmHCHWaKHZjpHh+/45THH7NJwIBhGG89Fbz/JL3b4E8YGAEDwch9374Yc9/32Oi2qa59t8ffn+u+Uzx35Ps5tozeXnUTn0PCj2EYyERiyERipCYkA+mhHS/CcRycHjds1kEMDVtgHbRg2DoE+/AQbDY7jtNatYSEzckTfXjyH/uxuDQDS5ZmwGKx49nGT3Cmy4T8BaqLPpdhGJSoMlCiysBXl18Ni/Ob+OBCO545cwzGIzpkdx5Gwf7TkO57Ag7mBbgSlEjIzEJe8RJkl65ATokGYnF8VB778JaQTVd7fTGDgw4cOdztren1bRzpHuOr/R2zefJ9RquS/bXB45/ne6b/GONqjn37BG7jxtRSj55zwj5jt40p1/jnja3x9tZmjyv7uH0wpqxjz+HrPhT4vIn7XPxvC26fsds4loPbw44mVG4WHtZ7zbIs3G5fsjWacHl8SdbINcvOrrpeLBZAKvO2+vguUpkIqakJkOcroVBIoRjp4udNwuSTtnjxLUEsQYI4BfkAkJoLb6fG4HhYFjaPC4MOG4aHBmAd7IdtaABWswHWwSHYhqyw2+xwWZ1wOtxgHSw8Lg4eNwPWJQDHMuA8AnAeITiXEBwnggti2DkxWEjgYSTwQAo3462pjiUGgwEqlcp/X6VSQa/XB/18k/k8brtjVcC2Bx98EA899FBoCkgIuSiGYSAViSFVpEClSAHGrcH72989wk/BCIlj586a8fab7TjQeh6XLE7HZ+5ZDYZhUHFpPj7+sAt/f7wF3/rulUhKDv43gUIiw3VZi5DRr8RBwQKccPXBIOEAGQcIbBC6XeAuyLG3WwK8fwIMdwxJIhNSVBwWLMhAwZJLkFuUBXVK7C7hEZNjyM50mfDXR5t5OffYitWxtazem6M1yfBdMWPqthlvTfeEYzCYsM+kxxgzLnfafeCrvZ5YXmb8PmP+CGbMOfx7TXGM4PZhIBQKIBQxEAkFEMvFEApHtgkFY24zEIoEk2yfap/JH5dIRhMvmvgCEAoESBJIkSSWAkkqIKs4pMfnOA52lxN2xxBs9iEMD1nw/W+H9BRhM7Z1DPB2oR6/7WJKSkqwb9++gG1SaWwlpYQQQsjFDA87cbbLhLa2fpw83ofuC4NQKmWovnMFKi7N9ydAIpEAn/9yBX7/m/fw+9++h5s/vRSlSzMvmiDZ7W4cP9qDTw514/jRHrhcLAoK1bj5llKULs+CUimDQMDA4XHjyMB5HDregt7Dh+A6Z4BkWAx7Tyr29Ynw7v5jAI5BBAeUCcPISJdCszAPCxaXIDNHhYSE6F5uCYjRhEwoNOPhus+NaRHisP3++6HVav1daHwCEiVMkSSN28e7S+AxqIsLIRMxDAO5RAq5RAp1cioQQ+s+FhcXo6mpyX/fYDCgoqIi6OcLBAIoFIpwFI0QQggJO47jYLe7YbHYMWhxYNDigMVih9lkR0/3ILovDGJw0DseM1khRUlJGq6/cTEWLUmftNJbrZbjm9+5Ao1PHsTf/tKMzMwkLCrNwIIFKiQlS8FxHIwGG4xGG86eMaPtRB/cbha5eUpUbrwEK1fnICUlYcJxpUIRyjIWoCxjAXC1dwbJYZcDxwfOo6PtQwycfA+2MwbAIoDAokb3YC6Od0rB7fEu/C1hhpEoGYZKxSAjS4UCTQHyFmqQlpEcNePmYzIhK7lkIfY17w3YJpVKIZVGfwZMCOFXfX09ampqUFNTg9raWv/2pqamgPuEEEJItOA47xAO30yvHs+YmWA93tlenU4PnE43XE7PyG3vxW53wW7zjq232d2wDju9SdigA25X4OywEqkQCoUMmVlJuHTtAmRmJyMnV4H09MSgGidSUhJQ8/XL0aE34KMPTuNg63m882bgcICkJAkyMpNw/U2LsWxF1qRJ2HQSxVKUZxWhPKsIuOoz/tfogtWCzgtt6GlrxoC+E7a+YXiGBOCsSbAMp+FsdyI+PngewHmAYyFjzJCKrJDLPUhWiKFOS0ZGTjbyCwuQkZuDhARxRBplYjIho5ppQsh09Ho96urq0NzcjNbWVv909lqtFlu2bIFKpUJdXR20Wi2Ki4tRVVU1oy6LhBASrHCuiTg05MCxoz0B48rHjykfP8aem+wx33PGjSsfOzZ8/Hj6CePGuYnnnfR4AeedWI6AMfMX+7vGj5Of4rHJy3rxxzBFOcbPAzDZ3zzxOaNlYlkOLOsdT+8bJ+/bxno47/aRycz8y254vNcznQFXKGQgFgshl4u9awGOjKtPS0+EpjgFyQoZkpOlUCikSFJIoVB4l80JhSJNCoo0KeA4DlarC9ZhJzgAapUc4jCN12cYxrusx8IKYGFgjxc360GXuQ8Xzh5Fr/44TGe6MWxwwjUMeJxSuExJuGBS49RZGbiDgwAOAzgMIWeHhBmCWGCDROyEVArIEoWQJ8uQrFZAnapGWkYasrLzoEpJmXWLW0wmZIQQMh2NRhPQJdHHaDT6b1dWVqKysjKSxSKEzDPhXhOx67QJj+3eN/2OITR26YjR+2NmZB3Z6BvbPnb8fMDY+TFj4ic852KPjRsnHzB2ffxzAsbGM5M/5yKPTfV3Tfqci/1dI7PXigVCCAQMhAIGAiEDgYCBQCAYuR7ZxjABS3GMXWrDd1s47r5Y7J3xWCLxLrMhkQijYiw9wzBITJQgMZHfXmwigRAadRY06ixg+foJj7Mci75hC3outKG3qwOGcxcwaBiCfdANp42F2ykE65BiyJYAoykJdkYJlhHDu8TGuZELIOKsEMMGEWODUBD88hu8Tns/We01IYQQQki8CPeaiCWXpOGHD1WOJgmTJS6++5MkGpMlQlMnLjSensQnASNAZpIKmSVrgJI1F93XxXpgMvei5/xp9Pf0wjxgxLB5ELYhGxxWF1wOD9wOBh538K1lvE57P1ntNSGEEELIfDHXNRGFQgYM4wQw2rVPIpXSrK+EhIlYIES6Ohvp6uxpVyJ675Zbgjom/22ZhBBCCCHzlMFgCLg/0zUR29raoFQqAy47d+4MdTEJIWFECdkMPPzww7wdJ5jnTLfPxR6f6rHJtofqdQgFek+CL0ukdHR08F2EuMfX5z7Y/efj557ek5mVJxJiJRaFYk1Es9kccNmxY8ecyhSO/4mh+IxN95mLxOcvHN/Rmb42wWwL5rULpWh4XSbbzvfrEnQc4mLQzTffzMt5lyxZwttxgnnOdPtc7PGpHptse6heh1Cg9yT4skRKUlIS30WICL7iEMfx97kPdv/5+Lmn92Rm5YmEaIpFDQ0NXGVl5aSP1dXVcdXV1QH3a2pqgj52OGJROP4nhuIzNt1nLhKfv3B8R2f62gSzLZjXLpSi4XWZbDvfr0uwcYhayAghhBBCIqy+vh6Ad4r71tZW//ampiZotVq+ikUI4UHMJWQOhwMnTpyAwxH8VJIkvBwOBx566CF6T6IIvSfhRXEo+tBnPvrQe+I1flZpH99U+AD8ayLW19fPaE1EikWTo8/e1Oi1mRzfr0tMJmQnT56kD1IUcTgc+MlPfkLvSRSh9yS8KA5FH/rMRx96T7x8s0objcaAJX6MRiNUKhUA75qItbW1qKmpmdGi0BSLJkefvanRazM5vl+XmEvICCGEEEIIISReUEJGCCGEEEIIITyhhIwQQgghhBBCeMJwHMfxXYiZcDgcyMvLw2WXXQaBILL5ZEdHB4qKing5TjDPmW6fiz0+1WOTbR+/jWVZtLW1oaSkhN6TGe4Tj+/Jvn37cOHChYieM9L4jEMAf5/7YPfn43PP52d+qvJF4jj0nkyNYtHsheN/Yig+Y9N95ny3w/nZC8d3dKavTTDbprofrtcmGl6Xybbz/boEG4diLiEjhBBCCCGEkHhBXRYJIYQQQgghhCeUkBFCCCGEEEIITyghI4QQQgghhBCeUEJGCCGEEEIIITyJu4RMr9fzXQRCohJ9NyKLXm9CJkffDRIN6HNIghGpz0lcJWStra0oLy/nuxjznlarRWNjI3bt2sV3UcgI+m5EFr3e0YFiUfSh70bkbN68GWq1mj7/k6DP4SiKk1OL5OckrhKysrIypKSk8F2Mea2xsRHFxcWorq5Ge3s7Wltb+S4SAX03Io1eb/5RLIpO9N2IDJ1Oh4aGBnR0dECr1fJdnKhDn0MvipMXF8nPiSgiZwmCyWSCTqdDdXW1f5tOp0NTUxOKi4sBADU1NXwVb94L9v156qmnsG3bNgBAcXExdDodysrKeClzvKPvTHjQ6xrdKBZFH/rOhN5cX9PKykoAgEql8t+OF/R5mx7FyalF7eeHiwLt7e1cdXU1V1lZGbC9rKzMf7uyspJraWmZ9lgajSbk5ZvvZvL+jH2fGhoauJqamoiWdb6YzXeGvhvTo1gU3SgWRR+KRaEXyjhkNBq52trakJeRLxSjp0dxcmrRHK+iosuiRqPBnXfeGbCtvr4eGo3Gf7+qqgo7d+6EyWSCVqsNuNTX10e6yPPKTN4flUoFg8EAwDsQ0lfbQEJrJu8JCR7FouhGsSj6UCwKvVDGoaeffhrbt2+PWNnDjWL09ChOTi2a41XUdFkcr6WlJeAF0mg0eOqpp6BSqVBbW8tjyQgw9fuzY8cO/4w07e3t/qZwEn5TvSdkbigWRTeKRdGHYlHozSYO6XQ6f9crk8kElUoViaJGHMXo6VGcnFq0xKuoaCGbjC9j91GpVNNOPdna2gq9Xk9TmUbAVO+Pb2Cob6BovPdFjiYX+87Qd2P2KBZFN4pF0YdiUejNNA41NjZi8+bNKC4uRnFxcVy/3hSjp0dxcmrREq+itoVsbLYKeGt3xm8br6ysDBzHhbNYZMTF3h+qkeLHxd4T+m7MHsWi6EaxKPpQLAq9mcah6urqgEkL4hnF6OlRnJxatMSrqG0hG1+jYzAYUFFRwWOJyFj0/kQfek/Cg17X6EbvT/Sh9yT06DWdGr0206PXaGrR8tpEbUJWU1MTsB5CU1MTraURRej9iT70noQHva7Rjd6f6EPvSejRazo1em2mR6/R1KLltWG4KGiz1ev12LZtG5qbm7Fnzx5/H9aoWBeA0PsTheg9CQ96XaMbvT/Rh96T0KPXdGr02kyPXqOpRfNrExUJGSGEEEIIIYTMR1HbZZEQQgghhBBC4h0lZIQQQgghhBDCE0rICCGEEEIIIYQnlJARQgghhBBCCE8oISOEEEIIIYQQnlBCRnjV2NjIdxEIIfMcxSFCSDSgWDR/ifguAJm/WltbYTAYAHhXSq+srAQA1NfXY/v27dDr9TCZTGhqauKzmISQOEZxiBASDSgWzW/UQkYiZuxK6ADw1FNPobKyEiaTCbW1tairq0NVVRVUKhVqa2vR0NCAzZs381RaQkg8ojhECIkGFIvIWJSQkYjQ6XTQarUB2/R6PTQaDVQqFaqrqwEATU1N/lohYH6uJE8ICQ+KQ4SQaECxiIxHCRmJiLq6OgDeIAQAJpMJKSkpE/bT6XSoqqqKaNkIIfMDxSFCSDSgWETGozFkJCJSUlJw5513+mt6dDrdhKZ3k8kEvV4fUBtECCGhQnGIEBINKBaR8aiFjESETqcLCCrjm+F9+6hUKmg0mkgXjxAyD1AcIoREA4pFZDxKyEjYmUwmAIBKpfJv880kNNZkAYkQQkKB4hAhJBpQLCKToYSMhJ2vJsg3o1Bra+ukfaKprzQhJFwoDhFCogHFIjIZSshI2BkMBv/sQcDo1K5j7dq1C3q9Hu3t7f7aI0IICRWKQ4SQaECxiEyG4TiO47sQZH7ZvHkzGhoa+C4GIWQeozhECIkGFIsIQC1kJMJMJhMNUCWE8IriECEkGlAsIj7UQkYIIYQQQgghPKEWMkIIIYQQQgjhCSVkhBBCCCGEEMITSsgIIYQQQgghhCeUkBFCCCGEEEIITyghI4QQQgghhBCeUEJGCCGEEEIIITyhhIwQQgghhBBCeEIJGSGEEEIIIYTwhBIyQgghhBBCCOHJ/weVmiTHuvACOwAAAABJRU5ErkJggg==", "image/png": "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",
"text/plain": [ "text/plain": [
"<Figure size 1050x200 with 3 Axes>" "<Figure size 1050x200 with 3 Axes>"
] ]
...@@ -130,7 +130,7 @@ ...@@ -130,7 +130,7 @@
" for jj, y in enumerate(y_list):\n", " for jj, y in enumerate(y_list):\n",
" ax[ii].plot(t_list[idx], Ft_list[idx], label=f'$y=${y}')\n", " ax[ii].plot(t_list[idx], Ft_list[idx], label=f'$y=${y}')\n",
" idx += 1\n", " idx += 1\n",
" ax[ii].set_xlabel(r'$t/T$')\n", " ax[ii].set_xlabel(r'$t$')\n",
" ax[ii].set_ylabel(r'$\\widetilde{\\mathcal{F}}(t)$')\n", " ax[ii].set_ylabel(r'$\\widetilde{\\mathcal{F}}(t)$')\n",
" ax[ii].set_title(r'$\\widetilde{Q} = %.1f$'%(q))\n", " ax[ii].set_title(r'$\\widetilde{Q} = %.1f$'%(q))\n",
" ax[ii].legend()\n", " ax[ii].legend()\n",
......
...@@ -172,10 +172,11 @@ class MicrolensedWaveform: ...@@ -172,10 +172,11 @@ class MicrolensedWaveform:
""" """
wmin = self.ts * min(self.f_UL) wmin = self.ts * min(self.f_UL)
wmax = self.ts * max(self.f_UL) wmax = self.ts * max(self.f_UL)
dt = np.pi / wmax / self.dt_fac dt = np.pi / wmax / self.dt_fac
t_vals, Ft_vals = Ftilde_contour(self.lens, self.t_max, dt, t_vals, Ft_vals = Ftilde_contour(self.lens, self.t_max, dt,
dx1=0.025, dx2=0.025, verbose=False) dx1 = 0.05, dx2 = 0.05, verbose=False)
# dx1=0.025, dx2=0.025, verbose=False)
# interpolating # interpolating
dt_ = np.pi / max(wmax, 200) / 50 dt_ = np.pi / max(wmax, 200) / 50
......
Markdown is supported
0% or
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or sign in to comment