From addf97f71f01cfd414a8b82d7f3c7dd5e927388b Mon Sep 17 00:00:00 2001 From: hannahbaumann Date: Mon, 23 Oct 2023 16:11:03 +0200 Subject: [PATCH] round calculated values, remove empty cell --- .../PlottingFreeEnergiesUsingCinnabar.ipynb | 58 ++++++++----------- 1 file changed, 25 insertions(+), 33 deletions(-) diff --git a/plotting_rbfes_with_cinnabar/PlottingFreeEnergiesUsingCinnabar.ipynb b/plotting_rbfes_with_cinnabar/PlottingFreeEnergiesUsingCinnabar.ipynb index 47ab5df..c923e7e 100644 --- a/plotting_rbfes_with_cinnabar/PlottingFreeEnergiesUsingCinnabar.ipynb +++ b/plotting_rbfes_with_cinnabar/PlottingFreeEnergiesUsingCinnabar.ipynb @@ -275,7 +275,7 @@ "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAZEAAAHPCAYAAACSpefQAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8pXeV/AAAACXBIWXMAAA9hAAAPYQGoP6dpAAB22ElEQVR4nO3deVhUZfsH8O8My7CjbCKkoJKAsbigoKEouKBYiuaWloqaqalppampuBRqma/l8hqDQq+KqWnmgpW45oKWFqJpgmsiLoDsDMzM+f3hbybGGWDmcGbOMN6f6+LSOXPOee4zM8yXsz2PgGEYBoQQQggLQr4LIIQQ0nhRiBBCCGGNQoQQQghrFCKEEEJYoxAhhBDCGoUIIYQQ1ihECCGEsEYhQgghhDUKEUIIIaxRiBBCCGGNQoQQQghrFCKEEEJYoxAhhBDCGoUIIYQQ1ihECCGEsEYhQgghhDUKEUIIIaxRiBBCCGGNQoQQQghrFCKEEEJYoxAhhBDCGoUIIYQQ1ihECCGEsEYhQgghhDUKEUIIIaxRiBBCCGGNQoQQQghrFCKEEJO2fft2uLi4oKSkRGW6t7c3BAIB/vvf/6pMHzhwILy9vQ1YYe12796NDh06wMrKCi4uLnjzzTdx//59tfmqq6vRpk0brFmzxuA1UogQQkxWeXk55s6di7lz58Le3l7jPBs2bDBwVdo5evQohg0bBh8fH/zwww9ISEjATz/9hKioKEgkEpV5LSwssHjxYixduhRPnjwxaJ0UIoQQk/Xtt9/i8ePHmDhxosbn27Zti6ysLJw6dcrAldVv2bJl8PLywo4dOxAdHY1JkyZh/fr1uH79Onbs2KE2/8iRIyEUCg0eihQihBCTtXHjRgwYMABNmzbV+HyrVq3Qr18/o9wbycrKQlhYGMzMzJTT+vTpAwD4+eef1ea3tLTE8OHD8c0330AulxusTgoRQohJ+ueff5CZmYmePXvWOd/UqVOxZ88ePHz4kHVbDMNAKpXW+cMwjE7rrKqqgoWFhco0S0tLAMCNGzc0LtOzZ0/cv38ff/75J7sNYYFChBBiks6cOQMA6NSpU53zxcTEoHnz5hCLxazbOnHiBCwsLOr8SUlJ0WmdPj4+yMzMVJl2/vx5AMDTp081LqPY1tOnT+u+ESyZG6wlQggxoNzcXACAm5tbnfMJhUK88847+O9//4uPP/6YVVudOnXChQsX6pynVatWOq1z8uTJmDx5Mj799FO8++67uHv3LmbMmAEHBwcIhZr//ldsq6YruPSFQoQQYpIqKioAAFZWVvXOO3HiRCxZsgQHDhxg1ZadnR3at29f5zw1z21oY8KECbh8+TLi4+PxySefwNzcHB9++CF+/fXXWg+NKbZVse2GQIezCCEmycXFBQBQUFBQ77xubm4YOnQo1q9fz6otfRzOMjMzw9dff40nT54gMzMTeXl5WLZsGa5cuYIOHTpoXEaxrYptNwTaEyGEmCR/f38AQE5ODoKDg+udf8qUKYiIiEDbtm11bksfh7MUHB0dERgYCABISkpCYWEhRo0apXHenJwcAEC7du1YtcUGhQghxCR16dIFNjY2OHfuHIYMGVLv/N27d0dAQAAuX74MLy8vndqyt7dHSEgI21I1evjwIb766it0794dIpEI6enp+PzzzxEXF4du3bppXObs2bMQCoX1XpHGJTqcRQgxSZaWlhg2bBh++OEHrZeZMmWK/grSkYWFBc6ePYtRo0ahf//+2Lt3LxISEvDNN9/UuszevXvRv39/ODk5GaxOAaPrxcuEENJIXLp0CR07dsSvv/6KV199le9y9OrGjRto27YtDh8+jH79+hmsXQoRQohJGz16NAoKCpCWlsZ3KXo1duxY3L9/H0eOHDFou3Q4ixBi0j7//HOEhYWp9eJrSqRSKV5++WVeum+hPRFCCCGs0Z4IIYQQ1ihEGkAxqI1AIICFhQVatWqFMWPGqHSOdvz4ceU8V65cUU4vLCyEpaUlBAIBkpOTldMzMjIwYMAAuLu7w9bWFv7+/pgwYQLu3bunnCc5OVm5zud/wsLCDLLtXMnLy8OoUaPQpEkT2NvbY9CgQbh9+zarddX2ujx/6eWPP/6IyMhIuLu7QyQSoVWrVpg0aRL++eefBm1LzfdaIBDgt99+U5tHm0GGtN0OPnH5vunyfiQkJCA6OhpOTk5qvzv6xOX21vzeeP4nOjpaOd/Ro0cxcuRItGrVCtbW1mjTpg1mzJiB/Px8tXX+9ttvKus5fvw4yy3VHd0n0kBhYWFYs2YNqqurcfHiRcTHx+PAgQP4888/Va41d3R0xM6dO7FkyRIAzy7Fs7W1VelI7ZdffkH//v3Ru3dvbNy4EXZ2drhy5QpSUlKQk5ODFi1aqLQtFovxyiuvqEyrbeAdYySVStGvXz8UFBQgMTERIpEIc+fORWRkJC5fvgxbW1tW692zZw+aN2+ufGxnZ6fy/IMHDxAYGIh33nkH7u7uuHPnDuLj43Ho0CFkZWXV2m24ttavX4+OHTsqb3ZTUAwy9MYbbyAhIQH37t3Dxx9/jIsXL+LPP/+ESCTSejuqq6sxa9YsbN26FQ4ODliyZAnGjx/foLq1xfX7psv78fXXX8PHxwf9+/fH9u3bud40jbje3r1796oNKpWZmYnJkydj0KBBymmJiYl4+vQpFi1ahNatW+P69etYuHAhfvrpJ1y6dAk2NjbKef39/XH27FlcvHgR06ZNa9gG64ohrHl5eTH9+vVTmbZ582YGALNkyRKGYRjm2LFjDADmrbfeYvz8/JTz9evXjxk7diwDgNmyZQvDMAwTFRXFtGrViqmurlZrSyKRKP+/ZcsWBgBz9uxZPWyV4Wzfvp0BwBw+fFg57dKlSwwAZu3atTqvT/G63Lp1S+dlf/nlFwYAk5SUpPOyCor3+tixYxqf79mzJ+Pl5cVIpVLltNTUVAYAk5ycrJymzXasXLmS8fHxYQ4ePMhs3ryZsbGxYX777TfWteuC6/dNk9reD8Vrd+HCBZXfHX0yxPZOnTqVsbKyYgoLC5XTHj16pDbfzp07GQBMSkqKxvXU9xnUBzqcxbHQ0FAAz/66qqlPnz54+PAhMjMzkZ+fj+PHj+ONN95Qmef+/ftwcXGBubn6DqJiHAG2rl27hmvXrjVoHVxLS0uDg4ODcqAdAGjfvj18fHxw6NAhg9bi6OgI4Nlf+Pqi6yBDdTl16hRmzJiBAQMGYPz48YiOjsaJEyfqXY6Lz4Eh3rfa3g9dOzHkgr63t6KiAtu3b0dsbCyaNGminO7q6qo2r6L7E0UPxcaAQoRjiuPbz/ddY2FhgUGDBmHnzp3Ys2cPwsLC4O7urjJPx44dceHCBSxatAh37typty2ZTKY28E1tI5r5+/urHV7h27Vr19C2bVsIhUJUVVWhsrISAODr64u//vqL9Xq7du0KMzMzNGvWDO+8806tHfDJZDJUVlbijz/+wKxZs9CsWTOtusdgS9dBhuraDl9fX+zZswd5eXn4448/8Ouvv8LPz0/5/NWrV5GXl6e2Ti4+B/p63wz9fmhLX9ursHv3bjx9+lSrw5Fnz54FgFo7YOQDhUgDMf8/olllZSUuXbqEuXPnonv37hrHdB42bBh27tyJ7777DsOHD1d7fuXKlejYsSOWLVsGb29veHt7Y+bMmbWOYhYeHq7WU+j8+fM530Z9KSwsVP7l1bFjR7Ru3Rrl5eVo0qQJCgsLdV5f8+bNsWzZMiQnJ+Pnn3/Gu+++i61bt6Jnz55qx6AB4NVXX4W1tTU6dOiAyspKXLhwQeNff1zRdpAhbbZj/vz5kEgkaN68OTp06IBhw4YhJCQEa9euRZcuXTB16lSVizG4xPX7pmDo90Nb+tpeBbFYjJYtWyIqKqrO+fLz87Fw4UKEhYWhb9++DW6XK3RivYF+/vlnlb8u+/bti71798La2lpt3j59+uDJkye4desWtm3bpvZL/tJLL+H8+fM4ceIEDhw4gBMnTuCrr76CWCzGoUOHEBERoTL/li1bEBAQoDKt5onYmhgjvx3I2dkZcrkcZmZmYBgGAoFA53X069dPpbuHqKgotGnTBmPHjkVqairGjRunMn9ycjKePn2Ka9eu4bPPPsPrr7+OI0eOwNnZuaGbo5G2gwxpsx1OTk44ffo0/vrrL6Snp+Onn35C3759MWLECOzevRstW7bUWAPXnwMu3jcFQ78fbHC5vQDw999/4+TJk1i4cGGtA00Bzw7rDR8+HBKJBKmpqQ1ul1MGO/tigry8vJiuXbsyFy5cYE6dOsXMmjWLAcBMmDBBOY/iRFdqairDMAzz6aefMjNmzGAYRruTg+fPn2fs7OyYbt26KaeZyon1kJAQJiQkRG16TEwM07JlS07aKC0tZQQCATN16tQ657t79y5jbm7OfPzxx6zbqu+kplQqZd577z3G3NycAaBsLzw8nHn11VfrXPfz2/HgwQNm4sSJjL+/PzN79mzm4sWLzLp165jmzZszjo6OzIwZMzReoMEFQ7xv9b0fhjyxrs/t/eijjxiBQMDk5OTUOo9cLmfefPNNxs7OjsnIyKhzfXRivRFycHBASEgIwsPD8eWXX2LMmDHYvHlzrWMLzJ8/H2vXrtV6/Z07d0bfvn05OfZqbPz9/XHjxg21v46vX7/O2fkbxV9s9f3l1qJFC3h6euKPP/7gpF1N2AwypPD8dtjZ2WH48OHIysrC6tWrUVpainnz5mHlypVITU3Fzz//jC+//FIv22GI980Q74e29LW91dXV+Pbbb9GjRw+0bt261vlmzJiBPXv2YN++fejSpQvr9vSFQoRjK1euhEgkwqJFi3ReVtOJULlcjpycnHrHia6PMV6dFR0djaKiIpUO4zIzM5GdnY0BAwZoXEbX7fjhhx/AMIzKTZjPfxkAwN27d/HPP//Aw8NDhy1gRzHIkLOzM1JSUuocZEjh+e2ws7NDnz59lIdAMjIy0KdPH7z11lvo378/pkyZgl9//VVtPVx8Drh+3/T5fihu7GN7YyCgv8/p/v378fDhQ8TFxdU6z/z587Fp0ybs2rULkZGR7DZAz+icCMc8PDwwefJkrF27FhkZGTotGxcXB6FQiDfeeAOtW7dGQUEBNm/ejD///FPjsJ0174BXMDc313hns+IvJk2/sHwZPnw4Vq5ciYkTJ2L16tWwtLTExx9/jFatWmHChAkal6lrO6KiohAZGYng4GBYWVnhzJkzWLVqFTp37owRI0Yo5wsPD0ePHj0QEhICZ2dn3LhxA6tWrYJIJMKMGTP0s7HQfpAhbbejptDQUCxduhQpKSlwcXHBxo0b8dZbb6nNx8XngOv3TZf348SJE3j8+DFu3rwJ4Nmd2oqbMJ+/ZB6A8mpFTZfN87W9CmKxGPb29hg6dKjG5z///HMkJCTggw8+gIuLC86dO6d8ztXVFW3atGG9TZwy2IEzE6TpZkOGYZi8vDzGxsaGiY6OVjsnUtPzx3V/+OEHJjY2lvHy8mJEIhHj5ubG9OjRg9m7d6/KcopzIpp+HB0dNdaqeN7YPHjwgBkxYgTj4ODA2NnZMa+99hpz8+bNWuevazumT5/OtGnThrG1tWXMzc2ZVq1aMR9++CFTUlKiMl98fDwTGhrKuLq6MpaWloyXlxczcuRI5urVqw3alvqOR+fn5zO9evVimjRpwohEIqZdu3bM6tWrVW4+1GU7nrdu3TrG09OTcXJyYqZOnapyg6oCV58DLt83Xd6PiIiIWj/7z8vPz2cEAgETHh7OfkP/H5fbyzAMc+/ePUYoFKqcP31eXds6duxYjcvwcU6EevElhCPHjx9Hr169cOTIEURERDTor1/ScHv37sWQIUOQlpam0ieVqZJKpThx4gR69+6NY8eOGWyIXDonQgjHevfuDQsLC40dMBLDOXHiBDp27PhCBMhvv/0GCwsL9O7d2+Bt054IIRwpKSnB9evXlY/btWun0kkeIfpSXl6Oq1evKh/7+voarDNWChFCCCGs0eEsQgghrFGI6Jkug1L17NlTpRM9hYEDB8Lb21v5mAal0s60adMgEAjw7rvvqkzXZbAfXdCgVLdZrUuX98MUBqUCnp0E/+KLL/DKK6/AysoKbm5uiI6OVhkHXpfBumhQqheANoNS6YoGpapdRkYGdu3apfE5XQb7YYMGpdLtfdPl/TCFQakAYMKECUhNTcWHH36IPn36oLi4GMeOHVPp+l6XwbpoUCoTpsugVBEREYyvr6/aOmJiYhgvLy/lY1PpO0tfg/1UV1czQUFBzMaNGxkAzOTJk1WeZzPYjzZoUCp275su74cpDEp18uRJBgDz9ddf67xsfYOnUd9ZJkybQan0yRi7PdHXYD+rV6+GmZkZ3nnnHY3P8zXYDw1KpZku74cpDEq1Y8cO2NraYtKkSTova4jB03RFIWIg2gxKpSsalErdrVu3sHTpUqxbt67OrrWfZ4jBfmhQKu0Z0+BLXG/vH3/8gXbt2mHHjh3w9vaGubk5fH19kZKSonF+Yx2sS4FCxIDqG5RKVzQolbopU6Zg6NChKn1R1cdQg/3QoFTaMbbBl7je3idPnuDevXuYO3cu4uPjcfjwYXTo0AHjxo3DTz/9pDa/sQ7WpUAn1g2ovkGpdEWDUqnavn07zpw5o3LDX30MOdgPDUpVP6MefAncbK9cLkdeXh6+//575R5Fz549lR1t1nzvAeMfrIv2RAzIwsICH374IaZOnYpmzZqpPV/XB1LToRk/Pz+EhISo/Hh6enJasz41adJE+Rf4iRMncPXqVYhEIhQVFSn/8tNWWVkZZs+ejQ8//BD29vYoLS1FaWkpgGdX15SWlqod6mMYBuPGjcP58+dx8OBBlcuo9WHChAl47733EB8fDxcXF3Tp0gWvv/46goKC4OLiUueyQ4cOhUAgUI5Tk5eXh3feeQdvvPEGbt++jWXLlmHSpEn4+uuvERQUhJkzZ0IqleplO7h832oy9PuhLa63V3Feo2bX7oretzUdHvPz80NYWBjGjRuH9PR0ZGVl4YsvvmC1LfpAIWJgdQ1KZWNjo/GchlwuN8nuM7gc7Ofx48d4+PAhFi9eDHt7e+UPACQlJcHe3h4XL15UWcbQg/3QoFR1M9bBl7je3rZt22qczjBMvefxjGmwLgUKESPSqlUr5OXlKY97A88+WDdv3kSrVq0atG5jvDqLy8F+mjdvjlOnTqn9AMCgQYNw6tQplRPPfA72Q4NSqdPX+2GMg1IprvI6evSoclp1dTV+++03lcPTmg49GnLwNK0Z7GLiF5Qu44lcunSJsbS0ZCIjI5ndu3czP/74IzN06FBGIBAwhw4dUi6nuI9ALBYzZ8+eVfm5cOGCxjpghOOJKO7naNmyJbNr1y5m3759jL+/P9OqVSumtLRU4zK6bgc03CeyatUqBgDzwQcfqL1+2dnZrLenvmv08/LymPnz5zNpaWnM0aNHmQULFjCWlpZMXFycynyRkZHM8uXLmf379zO//PILs2TJEsbW1pbp3LkzU1VVpXHdJ0+eZOzt7Znk5GTmwIEDjJ+fH/Ppp5+qzcfF54Dr902X9+P48ePMrl27mJUrVzIAmGnTpjG7du1idu3apXHdLVq0YAAw9+7dM5rtraysZNq2bcu4uroyYrGYOXz4MDN06FAGAHPq1CnlfN26dWM+/vhjZvfu3cyxY8eYb775hvHx8WFsbGyYP/74Q+O6+bhPxLi+VUyQLiGimDZgwADG1dWVadKkCRMREcH88ssvKsvRoFQNCxE2g/1ogwalYve+6fJ+mNKgVCNGjGCaNm3KWFpaMh06dGC+//57lXnYDJ5Gg1IR0ojRoFTGhQal6mmQdumcCCEco0GpjAMNSmUYtCdCCEdoUCrCFxqUihBCSKNEh7MIIYSwRiFCCCGENQoRQgghrFGIEEIIYY1ChBBCCGsUIoQQQlijECGEEMIahQghhBDWKEQIIYSwRiFCCCGENQoRQgghrFGIEEIIYY1ChBBCCGsUIoQQQlijECGEEMIahQghhBDWKEQIIYSwZpIhcvToUcTFxcHPzw+2trbw9PTEoEGD8Pvvv2u1/KNHjzBu3Di4uLjAxsYGXbt2RXp6up6rJoSQxsckQ2Tjxo24ffs2Zs6ciUOHDmHt2rV49OgRwsLCcPTo0TqXlUgkiIqKQnp6OtauXYt9+/ahWbNmiI6OxokTJwy0BYQQ0jiY5Bjrjx49gpubm8q00tJS+Pj4ICAgAEeOHKl12Q0bNmDatGk4c+YMunbtCgCQSqUIDg6GnZ0dMjIy9Fo7IYQ0Jia5J/J8gACAnZ0d2rVrh3v37tW57N69e+Hr66sMEAAwNzfHmDFjcP78edy/f5/zegkhpLEy57sAQykqKsLFixcRGRlZ53xZWVno3r272vSgoCAAwJUrV+Dp6alVm3K5HLm5ubC3t4dAINC9aEIIMRCGYVBSUgIPDw8IhdrvX7wwITJt2jSUlZVhwYIFdc6Xn58PJycntemKafn5+bUuK5FIIJFIlI/v37+Pdu3asayYEEIM7969e3jppZe0nv+FCJGFCxdi27Zt+Prrr9GpU6d6569rr6Gu5xISErBkyRK16ffu3YODg4N2xRLSQFVVVVi9ejUA4IMPPoClpSXPFRkHhmFQUFCA/Px8iEQiXl8XhmHw9OlTFBcXw8rKCmZmZrzU8e233+Lvv//G4sWL8eTJEwwbNgz29vY6rcPkQ2TJkiVYvnw5Pv30U7z33nv1zu/s7Kxxb6OgoAAANO6lKMybNw+zZ89WPi4uLkaLFi3g4OBAIUIMpqqqClZWVgAABwcHChE8+9LOz8+HRCKBi4sL7wFSWFgImUwGFxcX3gLk3r172LJlC6qrq/Haa6/Bz88PQN1/KGti0iGyZMkSxMfHIz4+HvPnz9dqmcDAQFy+fFltumJaQEBArcuKRCKIRCJ2xRJC9EIRIE+ePIGVlZVRBEhRURGsra15CxAAaNGiBVavXo2cnBxERUWxvmjIJK/OAoBly5YhPj4en3zyCRYvXqz1crGxsbh27ZrKpbxSqRRbt25FaGgoPDw89FEuIUQPKEDU1Txv26NHD4wfP75B6zPJEFm9ejUWLVqE6OhoxMTE4Ny5cyo/ChMmTIC5uTnu3LmjnBYXF4dXXnkFw4YNw/bt23HkyBEMHz4c169fx8qVK/nYHEIICxQg6hITEzF27FgUFRVxtk6TPJy1f/9+AMDhw4dx+PBhtecV91fKZDLIZDLUvN9SJBIhPT0dc+bMwfTp01FeXo727dsjLS0NERERhtkAQkiDUICoKywsRGpqKgoKCnD06FHExsZysl6TvGPdWBQXF8PR0RFFRUV0Yp0YTFVVFRISEgA8u9jjRTuxTgFSu+zsbGRkZGD06NFqz92/fx8xMTE6f1+Z5J4IIeTFRAGi7unTp2jSpAkAwMfHBz4+Ppyu3yTPiRBCXjwUIOrEYjGGDh2KnJwcvbVBIUIIafQoQNRJJBL88ssvyM/PV7mgiGt0OIsQ0qhRgGgmEomwadMmHDt2jLOT6JrQngghpNGiAFFXs6fyJk2a6DVAAAoRQkgjRQGiTiwWY8iQITh58qTB2qQQIYQ0OhQg6uRyOa5du4bq6mq9nkh/Hp0TIYQ0KhQgmgmFQiQkJKB///6IiooyXLsGa4kQQhqIAkRdzQ5jLSwsDBogAIUIIaSRoABRJxaL8dZbbyElJYWX9gEKEUJII0ABoplUKgUAVFdX81YDnRMhhBg1CpDavfvuu+jSpQs6duzIWw20J0IIMVoUIOqOHz8OmUymfMxngAAUIoQQI0UBom7z5s14//33sWjRIhhLB+wUIoQQo0MBolnLli1hbm6OVq1a6TwWur7QORFCiFGhAKld7969sXv3bnh7e/NaR020J0IIMRoUIOr27duHkpIS5WNjChCAQoQQYiQoQNT973//w+LFizFlyhRUVVXxUkN9KEQIIbyjANGsc+fOcHR0RM+ePY12mGM6J0II4RUFSO38/Pywd+9eODk58VpHXWhPhBDCGwoQdampqbh7967ysTEHCEAhQgjhCQWIut27d2PlypWYOHEiiouLealBVyYZIiUlJZgzZw769u0LV1dXCAQCxMfHa7VscnIyBAKBxp+8vDz9Fk7IC4ICRLNevXqhdevWGD58OBwcHHirQxcmeU4kPz8f33zzDYKDgzF48GCIxWKd17Flyxb4+fmpTHN2duaqREJeWBQgtXN2dsa2bdtgbW3Nax264DxE5HI5KisrYWNjw/Wqtebl5YXCwkIIBAI8efKEVYgEBAQgJCRED9UR8uKiAFG3ZcsWtGvXDqGhoQDQqAIE4OBwVmVlJZKTkzFs2DB4eHjA0tIS9vb2sLGxQUhICObMmYM///yTi1q1pjj8RAgxHhQg6n766SesXbsWM2bMQG5uLi81NBTrPZGKigqsWrUKa9euRVFREfz8/BAVFQU3NzdYWVmhoKAAN2/eRGJiIlavXo1u3bph1apV6Nq1K5f1683AgQPx+PFj5TXaS5cuRUBAAN9lEdIoUYBo1qtXL/To0QNBQUHw8PDgrY6GYB0iL7/8MmxtbfHJJ59g9OjRaNasmcb5GIbBsWPHsGXLFvTq1Qvr1q3DxIkTWResb+7u7liwYAHCwsLg4OCAy5cvY8WKFQgLC8Pp06cRHBxc67ISiQQSiUT5uLFcXUGIPlGA1M7S0hJr1qzhvQ6ZTKbSvbwuWIfI0qVLMXbs2Ho3XiAQIDIyEpGRkViyZInK9c/GKDo6GtHR0crHPXr0QExMDAIDA7Fo0SLs27ev1mUTEhKwZMkSQ5RJSKNAAaIuKSkJtra2GDlyJAAYRYBUVFTAzs6O1fKsQyQuLk7nZVq3bo3WrVuzbZI33t7eCA8Px7lz5+qcb968eZg9e7bycXFxMVq0aKHv8ggxShQg6i5cuICvv/4aABAcHAx/f39e6lBQBIijoyPrvrlM8hJffWAYBkJh3dchiEQiiEQiA1VEiPGiANEsJCQE48aNg52dnVEFSNOmTfHo0SNW6+HsZkO5XI5vv/2Wq9UZlVu3buH06dMICwvjuxRCjB4FiOY6gGeH92fOnMn7eeHnA6QhV7NytidSXV2N8ePH4+233+ZqlQ2SlpaGsrIyZT/8V69exe7duwEAAwYMgI2NDSZMmICUlBTk5OTAy8sLwLNBXxRXSyhOrK9atQoCgQDLli3jbXsIaQwoQNSJxWLk5ubik08+gVAo5P32Ay4DBNAxRJYuXVrrc9XV1Q0qhGtTpkzBnTt3lI937dqFXbt2AXi2Z+Ht7a28IqHmWMWBgYH47rvv8MUXX6CiogJubm6IjIzEwoUL0bZtW4NvByGNBQWIuuzsbGzYsAFyuRyRkZEIDw/npQ4FrgME0DFEli9fjtjYWI19urC9PExfbt++Xe88ycnJSE5OVpm2Zs0a/RREiAmjANHMx8cHy5Ytw8OHD00yQAAdQyQwMBBvv/02YmJi1J5T3LlOCHmxUICoq66uhoWFBQBo/L40NH0FCKDjifVJkybVusdhYWGBxYsXc1IUIaRxoABRl5iYiMmTJ6O8vJyX9p+nzwABdNwTeffdd2t9zszMjEKEkBcIBYi6x48fIyUlBaWlpTh69CgGDhzISx0K+g4QgINLfCk4CHnxUIBo5urqio0bN2L27NkvRIAAHITI559/zkUdhJBGggJEXWlpqfL/inPHfDJUgAAchEjNy2MJIaaNAkSdWCzG8OHDjaYrd0MGCMBBiPB94wwhxDAoQNSVl5dj3759yM3NxcmTJ3mpoSZDBwhAfWcRQrRAAaKZjY0NxGIxTpw4geHDh+u8fHZ2tvJyYB8fnwbVwkeAABz2nUUIMU0UIOoePnyo/H+zZs1YBQjwLESuX7+O7OzsBtXDV4AAdE6EEFIHChB1YrEYgwcPxqVLl3hp/3l8BgjAQYi8+uqrXNRBCDEyFCDqpFIpLly4gIqKCmRmZvJSQ018BwjAwTmRI0eOcFEHIcSIUIBoZm5ujrVr1+LYsWPo378/6/VIZcDZ6464I3sDArNKODN/6LwOYwgQgM6JEEKeQwGi7vr168r/W1lZNShAACA9sykyb9mhGk1QJXDDA3k/5BZo/zobS4AADdgT0XWs9JYtW7JtihBiIBQg6hITE7FhwwYsXrwYgwcPVk7Pzs5mdUJczpjhpnz8vxMEQoCR45dzT9FMqN1lwoqRVgUCgTJAAgICEBQUpHM9DcU6RLy9vXVKP2PrKp4QoooCRHMd+fn5yn9rqq6uRmVlpc7rlMMcsFCfLpPJUVml+/pq1sMH1iGyefNmutGQEBNBAaKZQCDA3Llz0aNHD3Tr1k3lOQsLC1hZWbFar63sDsrQAoAQYBhAIEQTs1uwsqh7fZr2QGrWwwfWITJu3DgOyyCE8IUCRN3Zs2cRFham/LJ+PkCAZwNOsb1BsEoqwMkrFbjxjwACSOAsuIQh/QMBBGqc35jOgTyP8xPrf//9N86ePYsbN25wvWpCCMcoQNQlJSVhypQpWLVqld7ug7M0Z9A7uBCtzLbDXboN9sKbtc5rzAECcBgiu3btgpeXF/z9/REeHg4/Pz94eXlh9+7dXDVBCOEQBYhmTk5OAABnZ2fev7CNPUAAjvrOOnToEEaOHIlXXnkF7733Hjw8PHD//n1s3boVI0eOxP79+xt8SRwhhDsUILWLjY1Fu3bt4Ovry2sdjSFAAI5C5NNPP0Xfvn1x8OBBCIX/7tx89NFH6N+/P5YvX04hQoiRoABRl5aWhl69eilPlFOAaI+Tw1l//PEHpk6dqhIgwLMrG6ZOnYo///yTi2YIIQ1EAaIuJSUF8+bNw8yZMyGVSg3ato+PD3x9fVVO0DemAAE4ChEzMzNUVVVpfK66ulotXPStpKQEc+bMQd++feHq6gqBQID4+Hitl3/06BHGjRsHFxcX2NjYoGvXrkhPT9dfwYQYAAWIZkFBQbC2tkbnzp1hbm7Y0TF8fHzg7++vDJHGFiAARyHSuXNnrFq1ChUVFSrTJRIJvvjiC4SGhnLRjNby8/PxzTffQCKRqNxhqg2JRIKoqCikp6dj7dq12LdvH5o1a4bo6GicOHFCPwUTomcUILXr0KEDfvjhB0ycOJHXOhpjgAAcnRNZsmQJoqKi0Lp1awwbNgzu7u548OAB9uzZg/z8fBw9epSLZrTm5eWFwsJCCAQCPHnyBGKxWOtlk5KSkJWVhTNnzqBr164AgF69eiE4OBhz5sxBRkaGvsomRC8oQNTt2rULERERcHNzA/BsTBA+NdYAATjaEwkPD8fPP/8Mb29vrF+/Hp988gk2btwIb29v/Pzzzxpv1NEnTXdzamvv3r3w9fVVBgjwrOfOMWPG4Pz587h//z5XZRKidxQg6nbs2IFPP/0UEydORHl5OS811NSYAwTgcHjciIgInD17FuXl5SgsLETTpk1hY2PD1eoNJisrC927d1ebrujY7MqVK/D09DR0WYSwUlBQgKKiIgqQGrp3746UlBS8/vrrvH9HGVOAsL2xkvOzSDY2Nry/MQ2Rn5+vvNmoJsW05zthq0kikUAikSgfFxcXc18gITrIz8+HnZ2dUQXIrVu3OBtXnA1PT0/s3LkT9vb2Bm+7JmMKkKqqKsjlclbL0ngiGtT1Ztb1XEJCAhwdHZU/LVq00Ed5hNSp5l+UIpHIqALEzMyMs3HFdfHtt9/i8uXLyscUIP+qqqpCZWUlnJ2dWS3P2Z7IDz/8gG3btuHOnTtq3SMLBIJGc6+Is7Ozxr2NgoICANC4l6Iwb948zJ49W/m4uLiYgoQYFMMwys8qAKMKEKHQDNdy7ZFvEQ1GWAEz5opB6jhw4AC+/PJL2NnZYe/evXB1dTVIu7UxxgBxcXFh3QswJyHy+eefY+7cuXB1dYWPjw9sbW25WC0vAgMDVf5iUVBMCwgIqHVZkUgEkUikt9oIqYviJHpdh1wNWcvzeyC/32yKP+82BYQugJDBY/givyQPzvaa7zHjSmRkJDp27Ihu3bpRgNRQM0CcnZ1RUlLCaj2chMiGDRsQFxeHTZs28X7Nd0PFxsZi6tSpyMjIUN7fIpVKsXXrVoSGhsLDw4PnCglRV/MqLH3+IZOZmYmsrKx6a2EYBnK5XPklyUCAB6J3AAEAgQCAAGCAnzNK0FR6jHU92nTHbmNjg02bNvE23oaCMQdIQ2rhJETy8/Px5ptvGlWApKWloaysTJmuV69eVfYoPGDAANjY2GDChAlISUlBTk4OvLy8AABxcXFYv349hg0bhhUrVsDNzQ0bNmzA9evXceTIEd62h5DaPH8Zrz6/nKqrq1FWVqbzcgzMASv17wep3IzV6IA169EkKSkJ7u7uiImJAcDfgE0KphogAEch8uqrr+Kvv/5CZGQkF6vjxJQpU3Dnzh3l4127dmHXrl0AgFu3bsHb2xsymQwymUztRGR6ejrmzJmD6dOno7y8HO3bt0daWhoiIiIMvh2E1EXTfSD6HCbVwsKi1sPVmvZAaiqT5aJK6P5sTHEAEAhhK/iH9eiAinqed+rUKXz99dcQCoVq/VLxwZQDBAAEDAejrly/fh2xsbFYsWIFoqOjeT2ZZ0yKi4vh6OiIoqIiODg48F0OMTG13UhYXV2N5ORkAM9GIDXEX+Ha3AdSUWWGY1fckFdkDTBS2Esv4o3eLuD6O1Uul2PZsmXw9PSkrkxqqC9A2H5fcbIn4uPjg969eyM2NhYCgUDtPhGBQICioiIumiKEoHHeiW5tKcOADg+QdvhnVFaWw9rKCgJBNOf1CIVCLFq0iPc7vxtTgDQEJyEyZ84crFu3Du3bt4e/vz/tiRCiR40xQGoSQA6uv07FYjHKy8sxffr0BnV7xJUXJUAAjkIkOTkZc+fORUJCAherI4TUorEHCPDsyIXijnUuXL16FevWrQMAdO3aFZ07d+ZkvWy9SAECcBQiMpkMffr04WJVhJBamEKAAOD8RHe7du3w8ccfo6ysjAKkBkMECMBRiPTt2xfnzp0zqquzCDElphIgXJLJZMq2R44cyUsNNb2IAQJwFCILFy7EiBEjYGtri5iYmDo7MCSE6IYCRJ1YLEZmZia++OILozgH+6IGCMBRiAQHBwMAZs+erdJ3VE0ymYyLpgh5oVCAqMvNzUViYiIkEgmOHTuGfv368VKHwoscIABHIWIMl9MRYmooQDTz8PDAV199hatXr1KA1MBHgAAchUh8fDwXqyGE/D8KEHUVFRWwtrYGAISGhir7tuMLBcgzNJ4IIUaGAkRdYmIixowZo9LNPZ8oQP5FIUKIEaEAUVdcXIydO3ciJycHR48e5aWGmihAVHE+PC4hhB0KEM0cHBwgFotx5swZvPHGG7zVAVCAaMI6RO7evavT/C1btmTbFCEmjwJEXUFBgfLWAC8vL+VwDXyhANGMdYh4e3vrVDhd4kuIZhQg6sRiMbZu3YpNmzbB19eXlxpqogCpHesQ2bx5M+/FE9LYvUgBkp2drewzq66uT6qqqnD8+HE8ffoU58+f5z1EKEDqxjpExo0bx2EZhLx4XqQAAZ6FSGVlJaysrOoMEUtLS2zcuBFHjx7FoEGDOK9DFxQg9aOrswjhwYsWINq4ffu28v/29vYUIDUYa4AAHF6ddePGDWzatAl//fUXKioqVJ4TCARIT0/nqilCGjUKEHVisRj//e9/sWLFCvTu3ZuXGmqiANEeJyGSlZWFsLAweHp6Ijs7G0FBQXjy5Anu37+PFi1aoE2bNlw0Q0ijRwGiuY5bt25BKpXqfNWnPlCA6IaTw1nz589Hv379cOXKFTAMg6SkJNy7dw/79+9HZWUlli9fzkUzhDRqFCCaCQQCLF26FP/5z38QFxfHWx0ABQgbnITIxYsXMXbsWAiFz1Ynl8sBADExMfjwww8xb948LpohpNGiAFF36dIl5f/NzMzQs2dPXupQoABhh5MQKSwshJOTE4RCISwsLFBYWKh8LiQkBBcvXuSiGUIaJQoQdWKxGOPHj8emTZt4af95FCDscRIinp6eePLkCYBnQ1+ePHlS+VxmZibs7Oy4aEYnpaWleP/99+Hh4QErKyu0b98eO3bsqHe55ORkCAQCjT95eXkGqJyYEjYBkpmZid9//x2ZmZmc12IMAQJA2TafNShQgDQMJyfWw8PDcebMGQwePBijR4/G4sWL8eDBA1haWiI5ORljxozhohmdDBkyBBcuXMCKFSvQtm1bbN++HaNGjYJcLsebb75Z7/JbtmyBn5+fyjRnZ2d9lUtMENs9kKysLJSVlcHW1hZBQUGc1WIsAQIA48ePR6dOnTjbPrYoQBqOkxBZsGABcnNzAQBz585FXl4etm3bBoFAgOHDh+OLL77gohmtHTp0CL/88osyOACgV69euHPnDj766COMGDGi3l+igIAAhISEGKJcYoLoEJa6rKwseHu3Uj6mAPlXYw0QgKPDWW3atEH37t0BPNs9/eqrr5S/QMnJyXBwcOCiGa3t3bsXdnZ2GDZsmMr08ePHIzc3FxkZGQath7xYGhIgMrkAFvYtYdW0FSBs+N94xhIgazcewo38oTh5NRonL3fC/YdyXupQoADhDichUl1djbKyMo3PlZWVobq6motmtJaVlQV/f3+Ym6v+Eir+8snKyqp3HQMHDoSZmRmcnJwwZMgQrZYhpCEBUlktxNk7rmjqNxzNg9+G8yvjUFndsF/Rp0+f8h4gD5/IcTu/B0TWrhAIBCirtMH6rZUor2R4qYcChFucHM6aNGkSJBIJUlNT1Z575513YG1tDbFYzEVTWsnPz0fr1q3Vpiu6lc7Pz691WXd3dyxYsABhYWFwcHDA5cuXsWLFCoSFheH06dMIDg6udVmJRAKJRKJ8XFxc3ICtII1NQw9hXXvkCIn03y96ocgB1x6J0N6zsI6l6lZcXAw7OztOAiQ7OxvZ2dk6L3fnoQfkTJsaX5AClJUDe/ZlwMXxKatafHx86ux/qzYUINzjJESOHTuGFStWaHzutdde4+U+kbrekLqei46ORnR0tPJxjx49EBMTg8DAQCxatAj79u2rddmEhAQsWbKEXcGkUVMEyOnTp/H333+z+kJwDnoHZiJr5WOBQIiHT6XYfmK7TutR3KcFAA8ePFC7QISt6upqVFZWaj3/xYsX4efnB5lM8wUpUmmlTut7vhZdUYDoBych8vDhQzRv3lzjc+7u7ga/NNbZ2Vnj3oZifGbFHom2vL29ER4ejnPnztU537x58zB79mzl4+LiYrRo0UKntkjjU3MPhGEYlJeXs1qPfXk+rCzsIPj/m3YZuRxV5fm1HirWBpfj+FhYWMDKykqreX/99VccOHAAFy5cwKR3ZuD2oypUVVuAgRAAA0fbErg5VUIo0G59mmrRBQWI/nASIk2aNEF2drbGO06zs7Nhb2/PRTNaCwwMRGpqKqRSqcp5kcuXLwN4duWVrhiGUd6RXxuRSASRSKTzuknj9fwhLCsrK9ja2rJaV/n9ExDZjwQEzz5DcpkE5f8c13p9DMOAYRjIZDJUVVUB0P3Lti66HEJ6+eWXcebMGQwdOhRDYvsjqkSOb7beQmmFJZrYVWDK2JdhJYquf0UcoADRLwHDMA0+uzVq1CicP38eFy5cUPkrv6CgAF26dEFISIhWN/pxJS0tDQMGDMCOHTswYsQI5fT+/fsjMzMTd+/e1ekY8a1btxAUFITevXtj7969Wi9XXFwMR0dHFBUVGfwKNaJ/+riMVyIV4uDRP5+FQMU/GDlMu+7Qa16FZWFhgbS0NADPLhB5/gITQyksLETTpk2Vjw8fPqwcT6TmIWN9ogDRHtvvK04+XfHx8ejcuTNefvlljBgxAp6envjnn3+wa9cuVFdXG/w8Qf/+/dGnTx9MmTIFxcXF8PHxQWpqKg4fPoytW7cqA2TChAlISUlBTk6Ocvzm3r17o0ePHggKClKeWF+1ahUEAgGWLVtm0O0gxktf94GIzOWofHJZebOhtrXUvIyXg78LWdm2bRvCwsKUvXbXDBA+UIAYBich4uvri1OnTmH27NlITEyETCaDmZkZIiIi8OWXX/IyvOWePXuwYMECLFq0CAUFBfDz80NqaipGjhypnEcmk0Emk6n80gUGBuK7777DF198gYqKCri5uSEyMhILFy5E27ZtDb4dxPgY+42EUqnU4HXs3bsXn3/+OZydnfH999+jSZMmBq+hJgoQw+FsPzc4OBjp6emoqKhQdsio7Uk4fbCzs8PatWuxdu3aWudJTk5GcnKyyrQ1a9bouTLSmBl7gPClV69e2LFjB/r06UMBUoOpBwjAUYg8efIELi4uAABra2tYW1urPH/x4kV07NiRi6YI4Y2hAiQgIADV1dV1nhQ3pgABnl1c8+233/J+YQkFiOFxcsf6a6+9Vuv13leuXEG/fv24aIYQ3hhyDyQoKKjOzgmNJUC2bNmi0mM3Bci/XpQAATgKkYcPH2L06NFq07Ozs9GnTx/4+/tz0QwhvKBDWOrS09Oxdu1afPDBB7h37x4vNdREAcIfTkLk0KFDOH78uMqNdnfv3kVUVBQ8PDxw8OBBLpohxOAoQDTr0aMHevfujcmTJ/N+Qy0FCL84OSfi5+eHPXv2oF+/fvD29saIESMQFRUFe3t7/Pzzzwa/2ZAQLlCA1M7CwgKrVq2q9wZcfaMA4R9nn4CIiAiIxWJ88MEHCAsLAwAcOXJE5y5GCDEGFCDqEhMTVa5mpAD514saIEAD9kQU/VDVNGDAAEyfPh3btm3D4cOHYWlpybq/KkL4QgGi7uLFi1i/fj0AoGPHjjSgVA0vcoAADQgRFxeXWl8shmHURgXksiM4QvSFAkSzjh074t1334W5uTnrAPHx8an30mVtUIAYF9YhsmjRohfyBSOmiwJEcx2K3/N33323QetiM/7H8yhAjA/rEImPj+ewDEL4RQGiTiwW49atW1i6dCnvJ/IBChBjxe+ZMUKMAAWIutu3b+O///0vDh48iFOnTvFSQ00UIMaLdYgEBATo1C36gwcPMGPGjFpHQCSEDxQgmnl7e2PFihWYMWOGxnGCDIkCxLixPpw1fPhwvP3222jatClGjx6Nnj17omPHjsoT7hUVFcjJycG5c+ewb98+/PTTT+jcuXODj6sSwhUKEHVVVVXK16F379681FATBYjxY70nsmjRIvz9998YNWoUxGIx+vfvD3d3d1hYWMDa2hp2dnYIDg7GO++8g+LiYuzYsQOnT59Gu3btuKyfEFYoQNSJxWLExcWhpKSEl/afRwHSODTojvXmzZtj5cqVWL58OTIyMnD27Fnk5uaioqICLi4u8PPzQ8+ePfHSSy9xVS8hDdZYAyQ7O1t5iSwXVzrVVFBQgK1bt+Lp06c4evQoBg3SbkRFfaEAaTw46fbEwsIC4eHhCA8P52J1hOhNYw0Q4FmIKIaX5TpEnJycsGnTJpw/f54CpAYKkPrxM/gyITxozAGiL8XFxcrxtH19fXkZhbQmCpDGhy7xJS8EChB1YrEYb7zxBu7evctL+8+jAGmcKESIyaMAUVdRUYFDhw7h0aNHOH36NC811EQB0njR4Sxi0ihANLO2tkZiYiKOHTuGN954g7c6AAqQxo72RIjJogBRl5ubq/y/s7MzBUgNFCDsUIgQk0QBok4sFiM2NhYZGRm8tP88ChDTYLIhUlpaivfffx8eHh6wsrJC+/btsWPHDq2WffToEcaNGwcXFxfY2Niga9euSE9P13PFhCsUIOpkMhkyMzMhkUhw9epVXmp4vh4KENPQoHMit27dgrW1Ndzd3ZXTvvzyS5V5HBwcMHHixIY0w8qQIUNw4cIFrFixAm3btsX27dsxatQoyOVyvPnmm7UuJ5FIEBUVhadPn2Lt2rVwc3PD+vXrER0djSNHjiAiIsKAW0F0RQGimZmZGb744gscO3YM/fr1460OgALE1AgYhmHYLPj777+jS5cu2LlzJ4YOHQrg2Yfj+QFnBAIB0tPTDdqJ26FDhxATE6MMDoW+ffviypUruHv3bq2/0Bs2bMC0adNw5swZdO3aFQAglUoRHBwMOzs7nQ4FFBcXw9HREUVFRcpr8Yn+mHKAyOTAgUMnIKsugo21JaKjo2udVyqV4sCBAwCANm3aIDAwsEFtc4kCxHix/b5ifTgrMTER3bp1UwZITfv378etW7dw8+ZNDBkyBCkpKWybYWXv3r2ws7PDsGHDVKaPHz8eubm5dQbB3r174evrqwwQADA3N8eYMWNw/vx53L9/X291E/ZMOUBu3Rfi82+tcPF+NDIfvYFHpS21Wu7kyZN46623tD6Mq28UIKaJ9eGso0ePYtasWRqfa968Oby8vAAAQ4cOxeLFi9k2w0pWVhb8/f1hbq66eYphPbOystCtW7dal+3evbvadMWyV65cgaenp071VFVVoaqqSqdliPYYhkFBQQHy8/MhEokgEAhQXV3NWy1Pnz5FcXExrKyswDAMpFIp6/WVVQiw/bAVqv9/FQyEyMnviLsPyuHhKte4jFQqBcMwkEgkAICSkpIG1cAFmUyGyspKODg4wM7Ojtd6qqqqIJFI4OzsDHt7e94+K8aG7XcU6xD5559/4O/vrzJNIBAgODgYNjY2ymnNmzfHP//8w7YZVvLz89G6dWu16U5OTsrn61pWMZ+uy0okEuUvLvBs9xAAVq9eDSsrK+2KJ6SGYok7qqS9akwRAGBw+Oh1uNler3U5gUCA3r17w8fHB66ursrDW4TUprKyktVyDbo66/nTKUKhEJcuXYKfn59ymlwuV5vPEOraPa1v15XtsgkJCXB0dFT+tGjRov5CCamDuVDzX4dmQonG6Tdu3IBc/mwPRSAQoFWrVnqrjRCgAXsiHh4euHLlCnr16lXnfFeuXIGHhwfbZlhxdnbWuMdQUFAAABr3NLhYdt68eZg9e7bycXFxMVq0aIEPPviATqxz7PlDWHyfA6l5CEvTOZCbN28iJydH53VbWpahaUUuCiuaA3j2x5iVWTGaOTyCmVCkMu/x48eVg78NGDAAAoEAlpaWan/4tGnTRuOeOtdqHsJq0qQJ7+dAFIewnJyc6ByIBsXFxaxGnmUdIhEREfjmm2/w7rvvqp17UJBKpfjmm28MPrxmYGAgUlNTIZVKVWq7fPkygGdD+9a1rGK+mrRZViQSQSQSqU23tLTk9UvO1ChOohcVFcHOzo73ACksLERZWRns7OxqPYnetm1btG3bllUb/eTA+SvV+P3PXJihGC2c7mDggL5q88nlcvzyyy/o3Lmz8kuyb9++tf5+6pNMJkN1dTWcnJyM4iS6TCaDu7s7nUSvA9vfI9aHs2bOnIlr165h2LBhePTokdrzDx8+xLBhw3D9+nXMnDmTbTOsxMbGorS0FN9//73K9JSUFHh4eCA0NLTOZa9du6ZyBZdUKsXWrVsRGhpq8L0qosqUr8KqjZkQ6Boog4/LJTS3uwJzoeaT0jExMdi5cyfi4uL0Uoe26CqsFwvrP1GCgoLw9ddfY9q0aUhLS0NISIjyiqw7d+7gt99+g1Qqxfr16w1+nXr//v3Rp08fTJkyBcXFxfDx8UFqaioOHz6MrVu3Kn/ZJ0yYgJSUFOTk5Chrj4uLw/r16zFs2DCsWLECbm5u2LBhA65fv44jR44YdDuIqhcxQOpz4MABREZGKi9m8fHx4fXKJwqQF0+D9nMnT56MgIAAfPbZZzh+/DjOnDkD4FkPoX369MG8efNqvZRW3/bs2YMFCxZg0aJFKCgogJ+fH1JTUzFy5EjlPDKZDDKZTOXEv0gkQnp6OubMmYPp06ejvLwc7du3R1paGt2tziMKEHXffvstvvzyS3Ts2BGbNm1Su9FXHyqrzXD6L0tUSG1gY16G8HZVsDR/diKfAuTFxPqO9efJ5XI8efIEAODi4gKh0GS75dIa3bHODQqQZw4fPqwcHjc6OhqXL1/GlClTMG7cOJWuhWresT5w4EDOzolUy4T46Yo3yiTmgEAIMHI4WlehT7s7ACOlAGnk2H5fcXbGTSgUws3NjavVEQKAAqQugYGB2Lt3L1xdXXVaLjs7G9nZ2Tq3V2XZFhUObZ/dqgIAAiGKKq1w6NhVmFfdhlAohEAg0OlLOyAgQHkjLxcoQAyPBqUiRosCRF1GRobKOUZdAwQAqqurWd1YJhNqPmhRVS2HTKL5vhVtauEKBQg/KESIUaIAUXfu3DmkpaXh3LlzeP3112FnZ8dqPRYWFqx6UJAjDyVMNQAz5eEsMFWwEebDzMaG1Zc2V+dxKED4QyFCjA4FiGb+/v44efIkOnfuzDpAgGdXcPn4+LBa9nFJLo5dbQJGaA+h7Cn6BJfCp8UQOgfyAjNIiDx+/JjVbjd58VCA1M7R0RGTJ0+Go6MjbzW42legfdM/UV5eAXsnO/i0CKUAecHp7RIqhmFw6NAhDB06lPqQIlqhAFGXkpKCS5cuKR9r6hHBkGQyGTw8PNCpU0eEhlKAED3sieTk5GDz5s1ISUnBgwcPwDAMvbmkXhQg6tLS0rBmzRpYW1vjhx9+4KWGmug+EKIJJyFSWVmJXbt2ISkpCadOnQLDMAgNDcWiRYsgEol474aBGDcKEM169eqF0NBQdO7cGc2aNYOPjw+qq6sNclPh8yhASG0aFCIXLlxAUlISduzYgeLiYri7u+PDDz/E+PHjld3B79u3j5NCiWmiAKmdlZUV1q9fr7xZkO3J8IaiACF1aVDfWVeuXIGFhQUGDhyI8ePHo3///nSnOtEaBYi6pKQkODk5ITY2FgB46YG3JgoQUh/Wn9CsrCwIhULMmjULs2bNorvViU4oQNSdPXsWX3/9NQCgXbt28PX15aUOBQoQog3Wuw3/+c9/EBgYiJUrV+Kll17C4MGDsW/fPt7HcibGjwJEs7CwMIwaNQrvvfceBUgNFCDGjXWIzJgxA5cuXcL58+cxYcIEnDhxAkOGDIGnpyc++OADjQM7EUIBorkO4NlwtnPmzFHpTJEPFCBEFw0+gRESEoKNGzfiwYMHSE5Ohr+/P/7zn/+gffv2CAkJwe7du7mok5gAChB1YrEYq1atUgkSPlGAEF1xdhbcysoKb731Fo4fP46///4bc+fORV5eHrZt28ZVE6QRowBRd/36daxbtw6pqak4d+4cLzXURAFC2NDLpVRt2rTBZ599hrt37+LHH3/EoEGD9NEMaSQoQDTz9fXF4sWLMX36dHTt2pW3OgAKEMKeXq8fFAqFGDhwYJ1jmhPTRgHyr+zsbFRXV0MoFCpPnCsu5eUTBQhpCL2FCMMwSEtLQ1JSEg4ePMhq/ALSuFGAPPPwiQzbfyjHnX8cIZU8xJO73yA5KYFVd+xcowAhDUV9ZxG9oAB5pqKSwX/EpSgtYyBnLMAImsPxpdlI++lXxA7qbbA6NKEAIVygvrMI50wxQNgOKfuwoAmKS/2UjwVCM5gL7fHkaVMcPnyYVS0NGQ9EgQKEcIX6ziKcMsUAAdgPKVtVVaV5fdIq1od4GzqkLAUI4RL1nUU4Y6oBArAfUvbvqz+hSu4GSys3AEIIIIeFuRQvuZXB0oLdOZGG9OJLAUK4ZpJ9Z5WWluKTTz7Bzp07UVBQAD8/P3z88ccYOXJkvcsmJydj/PjxGp978OAB3N3duS7XJJhygADsDiGVlJTgq6++wpOCDPQfug4VEkdYi8oQ5HMPr79m+PMhFCBEH1iHyH/+8x9s2bIFK1euxOrVqzFgwACMHz8eMTExvPc8OmTIEFy4cAErVqxA27ZtsX37dowaNQpyuRxvvvmmVuvYsmWL8pCcgrOzsz7KbfRMPUDYsre3R2JiIk6dOoWRI/2Ul/haWBh+pE8KEKIvrL/tZ8yYgRkzZuC3335TnhfZv38/XFxcMGbMGIwbNw6BgYFc1qqVQ4cO4ZdfflEGB/BscJ87d+7go48+wogRI7T6YgkICEBISIi+y230KEDUPX78GK6urgAAT09P5R4wjQdCAWKKTK7vrL1798LOzg7Dhg1TmT5+/Hjk5uYiIyPDoPWYMgoQdWKxGLGxsUbTASkFCNE3k+s7KysrC/7+/mqH1IKCgpTPa2PgwIEwMzODk5MThgwZovVyLwoKEHXV1dU4c+YMSktLcenSJV5qeF5lZSUFCNErvZy8UPSdtXz5chw6dAibN2/WRzMa5efno3Xr1mrTnZyclM/Xxd3dHQsWLEBYWBgcHBxw+fJlrFixAmFhYTh9+jSCg4NrXVYikUAikSgfFxcXs9wK40YBopmFhQXWrVuHo0ePYuDAgbzVUZODgwMFCNErvV6Pq+g7a8+ePayWP378OAQCgVY/f/zxh3K5uj6k9X2Ao6OjsXz5cgwcOBA9evTAtGnTcOrUKQgEAixatKjOZRMSEuDo6Kj8adHC8CdQ9Y0CRF3NmxBtbGx4DxCZTKb8f5MmTXD58mX8/vvvyMzMNHgtFCCmj9/LqOrh6+uLxMREreZt2bIlgGdXUGna2ygoKADw7x6JLry9vREeHl5vd93z5s3D7NmzlY+Li4tNKkgoQNSJxWJs2LABy5YtQ0xMDC811CSTyVRuYhQIBMjKykJZWRlsbW2Vh3UNgQLkxWDUIdK8eXOdR3kLDAxEamoqpFKpynkRxYnOgIAAVrUwDFPvjZQikQgikYjV+o0dBYjmOnJzcyGXy/Hw4UNeaqhJcRLdwcGB71IoQF4gJnd7eWxsLEpLS/H999+rTE9JSYGHhwerbulv3bqF06dPIywsjKsyGxUKEM0EAgE++eQTrFu3jvf+4WpehdWkSRPl9IpqMwhtWkBo6WiwWihAXixGvSfCRv/+/dGnTx9MmTIFxcXF8PHxQWpqKg4fPoytW7eqfOlMmDABKSkpyMnJgZeXFwCgd+/e6NGjB4KCgpQn1letWgWBQIBly5bxtVm8oQBRd+HCBYSEhEAgEEAoFCI8PJyXOhSev4xXKpUCAESuHZF+wxOiViNgyTCQPjyp91ooQF48JrcnAgB79uzBW2+9hUWLFiE6OhoZGRlITU3F6NGjVeaTyWSQyWTK8a2BZ4fDvvvuO7z99tvo168fVq1ahcjISPz222+sD4U1VhQg6sRiMSZNmoSvvvpK5XPDl9ruAxFaOcHOOwbAs8cCgQAW7hEoKGPf71Z9KEBeTALGGH4TTFRxcTEcHR1RVFRkFMepdUEBotmOHTuwYsUKvPfeezqfr2Orrm7oFefqFFcpKqZJRV5weHm42rzVD36BrFD3q7QCAgLqPClPAdL4sf2+Yn04S/HB1VbNyw6JcaMAqd3IkSMRFBSEdu3aGaxNNt3QmwvU71ESCASoKHmM6rIyVjXUhgLkxcY6RBYtWqTyYdmyZQtKS0vx2muvwd3dHQ8ePMCBAwdga2vL+0lHoj0KEHU//fQTevXqpXwtDBkggOZu6DXtgdR8rrzsPiof/Q4rt05gGBkEAjNICv6CpfQBLG1tWdWgCQUIYR0i8fHxyv+vXr0a7u7uOHLkCOzs7JTTS0pK0Lt3b9jY2DSoSNJwZ8+ehUQigUgkQteuXTXOQwGibsuWLVi7di169OiBNWvW8FJHzW7otekLq7q6GsnJySi9fQDhHVvg7O/XUVHyEBaS21r3Yq0NChACcHRifcOGDZgzZ45KgADPusKeM2cONmzYwEUzpAHOnj2LEydO4OzZsxqfpwDRrF27dhCJRAgKCuL9UBqbzhTdHSogfZKBqoIrnNZCAUIUOLnE9/79+7WOIWJubo68vDwumiF6QgFSu9DQUOzduxceHh681kG98RJjxcmeiL+/P7788ku1k29VVVVYvXq12uBOxLBkMjls7ZvCwlJ9OFYKEHW7d+9W6TqHAuRfFCDkeZzsiSxfvhyDBw9G69atMWTIELi7uyMvLw979uxBXl4efvjhBy6aISwUlkhwO68UnSNeh1wuR/aV88rnKEDUpaamYuXKldi+fTu2bdsGa2trXupQoAAhxo6TEImJicHhw4exYMECrF+/HnK5HAKBAF26dMGWLVvQu7fhx5MmQFW1DLcflEJxI5BQKETbwDCUVUphIzKjANHg1VdfhZubGwYMGGAyARIQEPD/w/Kyv9GQAoTUhrNuT6KiohAVFYXy8nIUFhaiadOmdFUWR86ePVvrCfG6OLu9hMAuUSrTGIbBgUM/497Nq8qw1+ULob6bznRlTAECPOsNevfu3bzfHMrlHkhD3y8KEFIXTvvOKioqwrlz5/DkyRMMGDCAQoQjEokEJSUlOi9nZqHeJb5AIEDR0wKUsbjhDKj7pjNdGUuA/O9//0OXLl3g6+sLACYVIA1FAULqw1mILFu2DCtWrEBFRQUEAgEuXLiApk2bIioqCn369MHHH3/MVVMvHJFIBHt7e52Xk1VX4OH9m3DzaAVGLodAKETBkwcoyn8AGxsbVl8IDTkkUpOxBMi+ffuwevVqNGnSBHv27GE13gyXKEBIY8NJiGzYsAFLlizB1KlT0b9/f5XBeRQjG1KIsNe1a9dabxCsD8MwKCiW4Ncz5/G08Ake5d7EsGHD6BzI/4uMjMSuXbvQs2dPCpAaKECItjgJkXXr1mH27NlYtWqVWh9ZL7/8Mm7cuMFFM4QFgUAAJwcRblw5j7KyMtjY2FCA1GBvb4/Nmzfz+poAFCCk8eLkPpGbN2+iX79+Gp+zt7fH06dPuWiGsKC4jFculwOof4x5fddiDAGyefNmHDlyRPmYAuRfFCBEV5zsiTg6OtY6POjt27fh5ubGRTNERzXvA+H7y8BYAuT48eP46quvYG5ujt27d8Pb25uXOhQoQEhjx8meSFRUFFatWqVyxY9AIIBUKsXGjRtr3Ush+vP8jYS0B/JM9+7dERMTg3fffZcCpAYKEMIWJ3siS5cuRefOndGuXTvExsZCIBBg3bp1uHTpEu7evYudO3dy0QzRkqY70bm44YxtLcYSIABgZmaG5cuX8/4lSQFCTAUneyI+Pj44c+YM/P39sWHDBjAMg2+//RYuLi44deoUWrZsyUUzRAu1dWUSFBSETp06cXqjoDa1GEOAJCYm4r///a/yMd9fkhQgxJRwsidy8uRJdOzYEYcPH4ZEIkF+fj6aNm0Ka2trlJaW4uTJk+jRowcXTZE6UF9Y6jIzM7F+/XoAQJcuXdCxY0de6lCgACGmhpMQ6dWrF86ePYsuXbpAJBKp9Hp6/fp19OrVi4bH1TMKEM2CgoLw/vvvQyqVUoDUQAFCuMJJiDAMU+tz1dXVEAo5OWpGakEBok4ulys/d+PGjeOlhpooQIipYh0ixcXFKvd/5OXl4e7duyrzVFRUICUlBe7u7qwLJHWjAFEnFotx7do1JCQkGPxCAk0oQIgpY72LsGbNGrRq1QqtWrWCQCBAbGys8rHip127dti0aRPGjh3LZc11KikpwZw5c9C3b1+4urpCIBCojAevjUePHmHcuHFwcXGBjY0NunbtivT0dP0U3AAUIOru3buHTZs24ciRIzh58iQvNdREAUJMHes9kb59+8LOzg4Mw2DOnDmYPn262lVYIpEIgYGBiIiIaHCh2srPz8c333yD4OBgDB48GGKxWKflJRIJoqKi8PTpU6xduxZubm5Yv349oqOjceTIEYNuS10oQDRr0aIFVq9ejZycHERFRdW/gB5RgJAXAesQqdkpYFlZGSZNmsT7MKIA4OXlhcLCQggEAjx58kTnEElKSkJWVhbOnDmj3L5evXohODgYc+bMQUZGhj7K1gkFiDqJRAKRSAQA6NGjB+9XA1KAkBcFJ2e8Fy9ebBQBAkDnQZaet3fvXvj6+qr0mmtubo4xY8bg/PnzuH//PhdlskYBok4sFuPtt982mj7aKEDIi4Qum3pOVlaWxhvyFNOuXLli6JKUKEDUPX36FKmpqbh+/TqOHTvGSw01GVOAAM/20ChAiD5xNijVjRs3sGnTJvz111+oqKhQeU4gEBjliWlN8vPzNY4roZiWn68+WqCCRCKBRCJRPi4uLuasLgoQzZo0aYJvvvkG586dQ2xsLG91AMYXIADg7OxMAUL0ipM9kaysLHTo0AH79+/H4cOHUVhYiBs3buD48ePIycmp8z6Suhw/flx5eKq+nz/++IOLTQFQd7cYdT2XkJAAR0dH5U+LFi04qYcCRF1hYaHy/23atMHo0aN5qUPBmAKkqqpK+X8nJycKEKJXnOyJzJ8/H/369cN3330HS0tLJCUloWPHjjh48CDi4uKwfPlyVuv19fVFYmKiVvNy1T+Xs7Ozxr2NgoICAKhz9Lt58+Zh9uzZysfFxcUNDhIKEHWJiYlITU1FYmIi2rRpw0sNNRlbgNTcG6YAIfrGSYhcvHgRGzZsUN4hrBgAKSYmBh9++CHmzZuHEydO6Lze5s2bY+LEiVyUqLXAwEBcvnxZbbpiWkBAQK3LikQi5RVCXKAAUSeRSHDkyBEUFBTg7NmzvIeIsQVIZWUlnJ2deauBvHg4OZxVWFgIJycnCIVCWFhYqBxqCAkJwcWLF7loxiBiY2Nx7do1lUt5pVIptm7ditDQUINdhUYBoplIJMKmTZuwePFijBkzhrc6AOMMEBcXF97HiicvFk5CxNPTE0+ePAHwrFv4mncKZ2Zmws7OjotmtJaWlobdu3dj//79AICrV69i9+7d2L17N8rLy5XzTZgwAebm5rhz545yWlxcHF555RUMGzYM27dvx5EjRzB8+HBcv34dK1euNEj9FCDq7t27p/x/kyZN6CR6DXQZL+ETJ4ezwsPDcebMGQwePBijR4/G4sWL8eDBA1haWiI5OdngfzFOmTJFJRh27dqFXbt2AQBu3bqlHNFOJpNBJpOpnPgXiURIT09X3oVfXl6O9u3bIy0tzSB3q1OAqBOLxdi0aRNWr17N+02EAAUIITVxEiILFixAbm4uAGDu3LnIy8vDtm3bIBAIMHz4cHz++edcNKO127dvazVfcnIykpOT1aY3a9YMKSkp3BalBQoQdXK5HNeuXUN1dTVycnJ4DxEKEEJUCRi219+SehUXF8PR0RFFRUVwcHCoc14KkNpVV1fj5MmT1BdWDXUFSFVVFRISEgA8u2KQz88SaTx0+b6qifWeyPPdvteHhsitHQWIuszMTGUvARYWFhQgNdAeCDEmrEPE29tbpw8vjWyoGQWIOrFYjHXr1mHmzJkYP348LzXURAFCSO1Yh8jmzZvpA9xAFCCaKf7gMIY/PChACKkb6xAxhiFHGzMKkNpNnjwZXbp0QYcOHXitgwKEkPpRL748oABRd/z4cZU9DwqQf1GAEGNGIWJgFCDqNm/ejPfffx+LFi1i3VknlyhACNEeJ/eJCIXCej/cxnB8m28UIJq1bNkS5ubmaNWqFe9fkhQghOiGkxBZtGiR2gf88ePH+PnnnyGTyfD2229z0UyjRgFSu969e2P37t3KngT4QgFCiO44CZH4+HiN06uqqtCvXz+4ublx0UyjRQGibt++fYiMjIS9vT0AUIDUQAFCGhO9nhOxtLTE9OnT8eWXX+qzGaNXUFBAAVLD//73PyxevBhTpkxRGUCJLxQghLCn9xPr1tbWePDggb6bMWr5+fkUIDV06dIFTZo0Qc+ePXnvkoMChJCG4WyMdU0eP36Mzz//HL6+vvpsxuiJRCIKkBp8fX2xZ88e3se9oAAhpOE4CRFNV9VIJBI8evQIQqEQP/74IxfNNFoUIMD27dvx6quvwsvLC0DdwwwbAgUIIdzgJEQiIiLUPvhWVlbw9vbGiBEjeD9p+qIylgDZvXs3Vq1aBTc3N+zevVunHkL1gQKEEO5wEiKaxuQg/DKWAAGAXr16Yfv27RgwYAAFSA0UIMQUcBIi1dXVqKqqgq2trdpzZWVlsLS0hIWFBRdNES0YU4AAgLOzM7Zt2wZra2te66AAIYR7nFydNXHiREycOFHjc++88w6mTJnCRTNEC8YSIFu2bEFGRobyMQXIvyhAiCnhJESOHz+O119/XeNzr732GtLT07lohtTDWALkp59+wtq1azFjxgzlsMl8ogAhRH84OZz18OFDNG/eXONz7u7uyMvL46IZUgdjCRDg2TmQHj16ICgoCB4eHrzVAVCAEKJvnIRIkyZNkJ2djZ49e6o9l52drezaguiHMQUI8OyS5jVr1vBeBwUIIfrHyeGsXr16ISEhAQUFBSrTCwoKsGLFCkRGRnLRDNHAWAIkKSkJO3bsUD6mAPkXBQgxZZyESHx8PB4/foyXX34ZU6dOxaeffoopU6agbdu2ePz4MZYsWcJFM1opKSnBnDlz0LdvX7i6ukIgENTaQaQmycnJEAgEGn+M7bCcsQTIhQsX8PXXX2PFihW4evUqLzXURAFCiOFwcjjL19cXp06dwuzZs5GYmAiZTAYzMzNERETgyy+/NGi3J/n5+fjmm28QHByMwYMHQywWs1rPli1b4OfnpzLN2dmZixI5YSwBAgAhISGIi4uDjY0N2rVrx1sdAAUIIYbGWd9ZwcHBSE9PR0VFBQoLC+Hk5AQrKyuuVq81Ly8vFBYWQiAQ4MmTJ6xDJCAgACEhIRxXxw1jCRCGYZR7aTNmzOClhpooQAgxPM47YLS2tub1ngBT/2U1lgARi8XIzc3FJ598AqGQ/1GWKUAI4QfrELl7965O87ds2ZJtU7wYOHAgHj9+DEdHR/Ts2RNLly5FQEBAnctIJBJIJBLl4+LiYk5rMpYAyc7OxoYNGyCXyxEZGYnw8HBe6lCgACGEP6xDxNvbW6dfkMYyxrq7uzsWLFiAsLAwODg44PLly1ixYgXCwsJw+vRpBAcH17psQkKC3i4iMJYAAQAfHx8sW7YMDx8+pACpgQKEvIhYh8jmzZv1/kty/Phx9OrVS6t5L126hPbt2ze4zejoaERHRysf9+jRAzExMQgMDMSiRYuwb9++WpedN28eZs+erXxcXFyMFi1aNLgmYwmQ6upqZR9oMTExvNRQEwUIIfxjHSLjxo3jsAzNfH19kZiYqNW8+jxc5u3tjfDwcJw7d67O+UQiEUQiEadtG0uAiMVinDlzBuvWrYONjQ0vNdREAUKIcdDryIYN1bx581o7djQ0hmEMfgLZWALk8ePHSE5ORmlpKY4ePYqBAwfyUocCBQghxoOzELlx4wY2bdqEv/76CxUVFSrPCQSCRt0J461bt3D69Gn07t3bYG0aS4AAgKurKzZu3IhLly5RgNRAAUIIRyGSlZWFsLAweHp6Ijs7G0FBQXjy5Anu37+PFi1aoE2bNlw0o7W0tDSUlZWhpKQEAHD16lXs3r0bADBgwADl4ZgJEyYgJSUFOTk5ymFbe/furew8UHFifdWqVRAIBFi2bJlB6jeWACkpKVH2exYYGIjAwEBe6lCgACHE+HASIvPnz0e/fv3w3XffwdLSEklJSejYsSMOHjyIuLg4LF++nItmtDZlyhTcuXNH+XjXrl3YtWsXgGd7FYrhemUyGWQyGRiGUc4bGBiI7777Dl988QUqKirg5uaGyMhILFy4EG3bttV77cYSIImJidizZw/EYjE8PT15qaEmChBCjBMnIXLx4kVs2LBBec5ALpcDeHYFz4cffoh58+bhxIkTXDSlldu3b2s1X3JystrQvmvWrOG+IC0ZS4CUl5dj//79ePDgAU6dOoWRI0fyUocCBQghxouTM8WKbk6EQiEsLCxQWFiofC4kJAQXL17kohmTZiwBAgA2NjZITEzE/PnzKUBqoAAhRB0nIeLp6YknT54AeHYj2smTJ5XPZWZmws7OjotmTJaxBMjDhw+V/2/WrBmGDx/OSx0KFCCEGD9OQiQ8PBxnzpwBAIwePRorVqzAxIkTMXXqVMybNw+vvfYaF82YJGMJELFYjMGDB+PSpUu8tP88ChBCGgdOzoksWLBAOZb23LlzkZeXh23btkEgEGD48OH4/PPPuWjG5BhLgEilUly4cAEVFRXIzMxEhw4deKlDgQKEkMZDwNS8NIlwqri4GI6Ojrh27ZraEMHGEiAKlZWVOHbsGPr3789rHRQgDVdVVYWEhAQAz7risbS05Lki0hgovq+Kiorg4OCg9XKsD2cVFhZi6NChOHDgQK3zHDhwAEOHDkV+fj7bZkySsQTI9evXlf+3srKiAKmhsQYIIYbGOkTEYjH+/PNPlc4KnxcdHY3Lly9j/fr1bJsxOcYSIGKxGCNGjMDevXt5af95FCCENE6sQ2THjh2YNGkSzM1rP61ibm6OSZMm4ccff2TbjEkxlgBhGEa5d1hQUMBLDTVRgBDSeLEOkb///lur4WM7duyIv//+m20zJsNYAgR41pfZnDlzsHHjRkyYMIG3OgAKEEIaO9YhIpVKlWNL1MXCwgLV1dVsmzEJxhIgZ86cUXbxIhAI0LVrV17qUKAAIaTxYx0izZs3x9WrV+ud78qVK3B3d2fbjEl4+vQp7wGSlJSEqVOnYtWqVTCGC/IoQAgxDaxDJCIiAhs2bKhzL6O6uhobN27UenRCU1VcXMz7ISwnJycAMIovSQoQQkwH6xCZNWsWrl27htjYWOWNhjXl5uZi8ODBuH79OmbNmtWgIhs7Kysr3u8DiY2NxXfffcf7IF8UIISYFtZ3rAcFBWH9+vWYOnUqWrVqhU6dOqFVq1YAnnW3/vvvv0Mul2Pjxo28j0PBN74CJC0tDb169YKVlRWAZ8MN84kChBDT06BuTyZNmoSAgAB89tlnOHbsmHIMchsbG0RHR2PevHkICwvjpFCim5SUFKxZswahoaFYv359nZdiGwIFCCGmqcHfLF27dsX+/fshl8uVPfm6uLgYfDxyoiooKAjW1tbo3LkzBUgNFCCEcIuzbxehUAg3NzeuVkcaqEOHDvjhhx/QrFkzXuugACHEtNHuggnZuXOn2pggfKIAIcT0UYiYiB07duCzzz7DxIkTUV5eznc5FCCEvCAoRExEjx494OHhgUGDBsHGxobXWihACHlx8HvGlXDGw8MDO3fu5H0oYgoQQl4sJrcncvToUcTFxcHPzw+2trbw9PTEoEGD8Pvvv2u9jkePHmHcuHFwcXGBjY0NunbtivT0dD1Wzc63336Ly5cvKx9TgPyLAoQQwzC5ENm4cSNu376NmTNn4tChQ1i7di0ePXqEsLAwHD16tN7lJRIJoqKikJ6ejrVr12Lfvn1o1qwZoqOjceLECQNsgXYOHDiAL7/8ElOmTMHjx4/5LocChJAXlMkdzlq/fr3apcbR0dHw8fHBZ599hsjIyDqXT0pKQlZWFs6cOaPs5bZXr14IDg7GnDlzkJGRobfadREZGYmOHTuiW7ducHV15bUWChBCXlwmtyei6V4VOzs7tGvXDvfu3at3+b1798LX11elm3Rzc3OMGTMG58+fx/379zmtly0bGxts2rSJ+sKqgQKEEMMzuRDRpKioCBcvXsQrr7xS77xZWVkICgpSm66YduXKFc7r09bmzZtx8OBB5WNtxnPRJwoQQojJHc7SZNq0aSgrK8OCBQvqnTc/P1/ZbXpNimmKYWU1kUgkkEgkysfFxcUsqtXs119/xVdffQWhUAhfX1/4+Phwtm42KEAIIYCR74kcP34cAoFAq58//vhD4zoWLlyIbdu2Yc2aNejUqZNW7db1JVTXcwkJCXB0dFT+tGjRQqv2tNGtWzcMGTIEU6dOpQCpgQKEEH4Z9Z6Ir68vEhMTtZq3ZcuWatOWLFmC5cuX49NPP8V7772n1XqcnZ017m0UFBQAgMa9FIV58+Zh9uzZysfFxcUNDhKGYSAQCCAUCrFw4ULevyQpQAghNRl1iDRv3pz1ieMlS5YgPj4e8fHxmD9/vtbLBQYGqtx7oaCYFhAQUOuyIpEIIpFI92JrkZiYiLKyMsycOVO5x8UnChBCyPOM+nAWW8uWLUN8fDw++eQTLF68WKdlY2Njce3aNZVLeaVSKbZu3YrQ0FB4eHhwXa5GV69exfr165GcnIzffvvNIG3WhQKEEKKJUe+JsLF69WosWrQI0dHRiImJUQ6UpVBzkKwJEyYgJSUFOTk58PLyAgDExcVh/fr1GDZsGFasWAE3Nzds2LAB169fx5EjRwy2He3atcPHH3+M0tJSdO7c2WDtakIBQgipjcmFyP79+wEAhw8fxuHDh9WeZxhG+X+ZTAaZTKYyTSQSIT09HXPmzMH06dNRXl6O9u3bIy0tDREREXqvXyaTKYfTHTlypN7bqw8FCCGkLiYXIsePH9d63uTkZCQnJ6tNb9asGVJSUrgrSktisRiZmZn44osvYGlpafD2n0cBQgipj0meE2mMcnNzkZiYiJMnT+LYsWN8l0MBQgjRisntiTRWHh4e+Oqrr3D16lX069eP11ooQAgh2qIQ4VlFRQWsra0BAKGhoQgNDeW1HgoQQogu6HAWj8RiMUaPHl1nVyqGRAFCCNEVhQhPiouLsXPnTty8eZPOgTyHAoSQxoMOZ/HEwcEBYrEYp0+fxhtvvMFrLRQghBC2KEQMrKCgQNn/VsuWLTX2+WVIFCCEkIagw1kGlJiYqOxWxRhQgBBCGopCxECqqqpw4sQJFBUV4cKFC3yXQwFCCOEEHc4yEEtLS2zcuBFHjx7FoEGDeK2FAoQQwhXaEzEge3t7CpAaKEAIafwoRAxAl/689IkChBDCNTqcpUeK3oFzcnJQWlrKay0ymQyVlZVwcHCAubk5r/VUVVVBIpHA2dkZFhYWKCkp4a0WU6QIaODZ/UjG0JknMX7FxcUAVHs614aA0XUJorV//vmH03HWCSFE3+7du4eXXnpJ6/kpRPRILpcjNzcX9vb2DT5coxiv/d69e3BwcOCowsaPXhfN6HXRjF4XdYrX5O7duxAIBPDw8IBQqP2ZDjqcpUdCoVCnRNeGg4MDffg1oNdFM3pdNKPXRZ2joyOr14ROrBNCCGGNQoQQQghrFCKNhEgkwuLFiyESifguxajQ66IZvS6a0euirqGvCZ1YJ4QQwhrtiRBCCGGNQoQQQghrFCKEEEJYoxBppI4ePYq4uDj4+fnB1tYWnp6eGDRoEH7//Xe+S+NNSUkJ5syZg759+8LV1RUCgQDx8fF8l2VQpaWleP/99+Hh4QErKyu0b98eO3bs4LssXtHnQh2X3x8UIo3Uxo0bcfv2bcycOROHDh3C2rVr8ejRI4SFheHo0aN8l8eL/Px8fPPNN5BIJBg8eDDf5fBiyJAhSElJweLFi5GWlobOnTtj1KhR2L59O9+l8YY+F+o4/f5gSKP08OFDtWklJSVMs2bNmKioKB4q4p9cLmfkcjnDMAzz+PFjBgCzePFifosyoIMHDzIAmO3bt6tM79OnD+Ph4cFIpVKeKuPXi/650ITL7w/aE2mk3Nzc1KbZ2dmhXbt2uHfvHg8V8U8gELzQXcrv3bsXdnZ2GDZsmMr08ePHIzc3FxkZGTxVxq8X/XOhCZffHxQiJqSoqAgXL17EK6+8wncphAdZWVnw9/eHublql3hBQUHK5wmpDdvvDwoREzJt2jSUlZVhwYIFfJdCeJCfnw8nJye16Ypp+fn5hi6JNCJsvz8oRIzA8ePHlbvc9f388ccfGtexcOFCbNu2DWvWrEGnTp0MuwF6wMVr8iKq67ANHdIhtWnI9wd1BW8EfH19kZiYqNW8LVu2VJu2ZMkSLF++HJ9++inee+89rsvjRUNfkxeRs7Ozxr2NgoICANC4l0JIQ78/KESMQPPmzTFx4kRWyy5ZsgTx8fGIj4/H/PnzOa6MPw15TV5UgYGBSE1NhVQqVTkvcvnyZQBAQEAAX6URI8XF9wcdzmrEli1bhvj4eHzyySdYvHgx3+UQnsXGxqK0tBTff/+9yvSUlBR4eHggNDSUp8qIMeLq+4P2RBqp1atXY9GiRYiOjkZMTAzOnTun8nxYWBhPlfErLS0NZWVlKCkpAQBcvXoVu3fvBgAMGDAANjY2fJanV/3790efPn0wZcoUFBcXw8fHB6mpqTh8+DC2bt0KMzMzvkvkzYv8udCEy+8P6gq+kerZsydOnDhR6/Mv6tvq7e2NO3fuaHzu1q1b8Pb2NmxBBlZaWooFCxZg586dKCgogJ+fH+bNm4eRI0fyXRqvXvTPxfO4/P6gECGEEMIanRMhhBDCGoUIIYQQ1ihECCGEsEYhQgghhDUKEUIIIaxRiBBCCGGNQoQQQghrFCKEEEJYoxAhhBDCGoUIIYQYgY0bN6Jjx46wsLBAfHw83+VojUKEEEKMQPPmzbFkyRIMHjyY71J0Qr34EkKIEVCEx759+/gtREe0J9IIJScn1zlc7PHjx/kusU6K+m/fvs13KbU6c+YM4uPj8fTpU9brYLOdX331FQQCgVYDSOkyryaZmZmYMGEC2rRpA2tra1hbW+Pll1/G5MmT8dtvv2m9nqVLl6Jdu3aQy+XKafHx8RAIBHjy5Amr2tgwls+VvupISkqCp6cnysrKOF1vQ1GINGJbtmzB2bNn1X46duzId2l1iomJwdmzZ9G8eXO+S6nVmTNnsGTJkgaFCBubN2+GQCDAlStXkJGRwdm8z9u0aRM6deqEjIwMzJw5EwcOHMDBgwfx/vvv48qVK+jcuTNycnLqXU9ubi5WrVqFpUuXQiikrxN9Gjt2LGxtbbFq1Sq+S1FB73ojFhAQgLCwMLUfBwcHvkvTqLy8HADg6uqKsLAwiEQinisyLr/99hv+/PNPfPTRR7C0tERSUhIn8z7v9OnTmDp1Kvr374+LFy9ixowZiIqKQmRkJKZNm4Zff/0VO3fuhLW1db3rWrt2LZo0aYIhQ4Zo3f6LJioqClZWVhp/Fi5cqPV6zM3NMXnyZKxdu1b5u2QMKERMVGVlJTp06AAfHx8UFRUpp+fl5cHd3R09e/aETCYD8O+hh0uXLmHIkCFwcHCAo6MjxowZg8ePH6us98aNG3jzzTfh5uYGkUgEf39/rF+/Xq19xTovXryIN954A02bNkWbNm0AqO/uK+bNzMzEsGHD4OjoCCcnJ8yePRtSqRTXr19HdHQ07O3t4e3trfEvMV3runLlCkaNGgVHR0c0a9YMcXFxytcpPj4eH330EQCgVatWaocJs7OzMX78eLz88suwsbGBp6cnXnvtNeVY5mwlJSXBzMwMs2bNwsCBA7Fjx45avyx0mfd5n332GczMzLBp0yZYWlpqnGfYsGHw8PCocz1VVVVISkrCm2++qdVeyLVr19C6dWuEhobi0aNHymmjRo1Cs2bNIBKJ0LJlS7z99tuQSCTK5bh4vbn4jP3666+IioqCvb09bGxs0K1bNxw8eLDettPT01FZWanxZ9myZVpvAwCMHj0axcXF2LFjh07L6ROFSCMmk8kglUpVfhTBYGVlhZ07d+LRo0eIi4sDAMjlcowePRoMwyA1NVVtuNTY2Fj4+Phg9+7diI+Pxw8//IB+/fqhuroawLMhRTt37oysrCysXr0aBw4cQExMDGbMmIElS5ZorHHIkCHw8fHBrl278N///rfO7Rk+fDiCg4Px/fffY9KkSVizZg1mzZqFwYMHIyYmBnv37kVkZCTmzp2LPXv2KJdjU9fQoUPRtm1bfP/99/j444+xfft2zJo1CwAwceJETJ8+HQCwZ88etcOEubm5cHZ2xooVK3D48GGsX78e5ubmCA0NxfXr1+vcxtpUVFQgNTUV/fv3h7u7O8aPH4+SkhLs2rWrQfM+TyaT4dixYwgJCWnw4cSMjAzk5+ejV69e9c574sQJdOvWDUFBQTh27Bjc3Nzw559/onPnzjh37hyWLl2KtLQ0JCQkQCKRoKqqSrksl68328/YiRMnEBkZiaKiIiQlJSE1NRX29vZ47bXX8N133+lUQ22kUikqKyuVv9eK/9fk7u4OPz8/rcLLYBjS6GzZsoUBoPHHzMxMZd7vvvuOAcD85z//YRYtWsQIhULm559/Vpln8eLFDABm1qxZKtO3bdvGAGC2bt3KMAzD9OvXj3nppZeYoqIilfnee+89xsrKiikoKFBb56JFi2qt/9atWyrzrl69WmW+9u3bMwCYPXv2KKdVV1czrq6uzJAhQ5TT2NS1atUqlXmnTp3KWFlZMXK5nGEYhvn8889VaqyLVCplqqqqmJdfflnlNXx+O+vy7bffMgCY77//XrlOd3d3pnv37g2a93l5eXkMAGbkyJEat6O6ulr5o3gtarNy5UoGAJOXl6f2nOJ1fvz4MfO///2PsbS0ZGbMmMHIZDLlPJGRkUyTJk2YR48e1Vv383Xq+no39DMWFhbGuLm5MSUlJSp1BAQEMC+99JLKa6XL+66pxpo/W7ZsUZtv9OjRTLNmzXRatz7Rnkgj9u233+LChQsqP8+fYB0+fDimTJmCjz76CMuXL8f8+fPRp08fjesbPXq02rLm5uY4duwYKisrkZ6ejtjYWNjY2Kjs/QwYMACVlZU4d+6c2jqHDh2q9fYMHDhQ5bG/vz8EAgH69++vnGZubg4fHx/leNls63r99ddVHgcFBaGyslJ5mKUuUqkUn332Gdq1awdLS0uYm5vD0tISN27cwF9//aX19taUlJQEFxcX5WtgZmaGt956C6dOncKNGzdYz6uLTp06wcLCQvmzevXqOufPzc2FQCCAi4tLrfN8+umnGDduHFasWIG1a9cqD3uVl5fjxIkTGD58OFxdXetsh8vXm81nrKysDBkZGXjjjTdgZ2ennE/xuv/zzz+s90Brio+PB8MwKj/jxo1Tm8/NzQ2PHj2CVCptcJtcoBBpxPz9/RESEqLy06lTJ7X54uLiUF1dDXNzc8yYMaPW9bm7u6s8Njc3h7OzM/Lz85Gfnw+pVIqvv/5a5YvGwsICAwYMAACNl3PqcsjEyclJ5bGlpSVsbGxgZWWlNr2yshIAWNfl7Oys8lhxkr+ioqLeOmfPno2FCxdi8ODB2L9/PzIyMnDhwgUEBwdrtfzzsrOzcfLkSYwePVrlHMX48eMBPLsKi828mri4uMDa2lr5BVnT9u3bceHCBfz4449a1V1RUQELCwu1w6I1bd26FZ6enhg5cqTK9MLCQshkMrz00kv1tsPl683mM1ZYWAiGYTR+lhXnjfLz83WqoyGsrKzAMIyyPr7RzYYmrqysDG+99Rbatm2Lhw8fYuLEibXezJSXlwdPT0/lY6lUivz8fDg7O6Np06bKv7ymTZumcflWrVqpTRMIBNxsSC3Y1tUQW7duxdtvv43PPvtMZfqTJ0/QpEkTnde3efNmjX91+vv7IzQ0FCkpKVi+fDnMzMx0mlcTMzMzREZG4ueff8aDBw9UvhjbtWsHAFrf3+Di4oKqqiqUlZXB1tZW4zyHDx/GiBEj0L17d6Snp8PLywvAsy9zMzMz/PPPP/W2w/XrraumTZtCKBTiwYMHas/l5uYCQJ17Y1wrKCiASCRS2SviE+2JmLh3330Xd+/exZ49e5CUlIQff/wRa9as0Tjvtm3bVB7v3LkTUqkUPXv2hI2NDXr16oVLly4hKChIbQ8oJCRE7a97Q9BXXXXtmQgEArXLkw8ePIj79+/r3I5MJkNKSgo6dOiA9u3bqz0/fvx4PHjwAGlpaTrNW5d58+ZBJpPh3XffVV40wYafnx8A1Hk/iZeXF06dOgWRSITu3bsrD7dZW1sjIiICu3btqveGRC5fbzZsbW0RGhqKPXv2qHwe5HI5tm7dipdeeglt27Y1SC0AcPPmTWXgGwPaE2nEsrKyNB4XbdOmDVxdXSEWi7F161Zs2bIFr7zyCl555RW89957mDt3Ll599VV06dJFZbk9e/bA3Nwcffr0wZUrV7Bw4UIEBwdj+PDhAJ7dExAeHo7u3btjypQp8Pb2RklJCbKzs7F//34cPXrUINv9PH3UFRgYqFz32LFjYWFhAV9fX9jb22PgwIFITk6Gn58fgoKC8Pvvv+Pzzz/X6tDM89LS0pCbm4uePXvihx9+UHtecZhFcR+ItvM+f+y/pldffRXr16/H9OnT0bFjR7zzzjt45ZVXlH9tf//99wBQ7/1GPXv2BACcO3cOQUFBtc7XvHlznDhxAv369UOPHj3wyy+/ICAgAF9++SXCw8MRGhqKjz/+GD4+Pnj48CF+/PFHbNq0Cfb29gDA6evNVkJCAvr06YNevXrhww8/hKWlJTZs2ICsrCykpqbqfY9bQS6X4/z585gwYYJB2tMKf+f0CVt1XZ0FgElMTGQyMzMZa2trZuzYsSrLVlZWMp06dWK8vb2ZwsJChmH+vSrk999/Z1577TXGzs6Osbe3Z0aNGsU8fPhQZflbt24xcXFxjKenJ2NhYcG4uroy3bp1Y5YvX64yX82rc2qr//mrs56fd+zYsYytra3a8hEREcwrr7zCaV2arqiZN28e4+HhwQiFQgYAc+zYMYZhGKawsJCZMGEC4+bmxtjY2DDh4eHMqVOnmIiICCYiIqLOdT5v8ODBdb6Xih9zc3OmZ8+eWs+r6Yqp5/3xxx/M+PHjmVatWjEikYixsrJifHx8mLfffptJT0+vd3mGYZju3bszAwYMUJuu6XV++vQp8+qrrzJOTk7MhQsXGIZhmKtXrzLDhg1jnJ2dGUtLS6Zly5bMuHHjmMrKSuVyXLzeXHzGTp06xURGRjK2traMtbU1ExYWxuzfv19tWbZXZ2kjPT1d+btqLAQMwzD6DCli/OLj47FkyRI8fvzYoMd2SeP3/fffY8SIEbhz547K+TSiH2+99RZu3ryJ06dP812KEp0TIYSwNmTIEHTu3BkJCQl8l2LycnJy8N1332HlypV8l6KCQoQQwppAIEBiYiI8PDxUevEl3Lt79y7WrVuH8PBwvktRQYezCCGEsEZ7IoQQQlijECGEEMIahQghhBDWKEQIIYSwRiFCCCGENQoRQgghrFGIEEIIYY1ChBBCCGsUIoQQQlijECGEEMIahQghhBDWKEQIIYSw9n8SvBq20TR7/QAAAABJRU5ErkJggg==", + "image/png": "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", "text/plain": [ "
" ] @@ -307,7 +307,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -345,7 +345,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -384,44 +384,44 @@ "name": "stdout", "output_type": "stream", "text": [ - "{'lig_ejm_31': {'calculated_error': 0.054899908925243206,\n", - " 'calculated_estimate': 0.04100000000000106,\n", + "{'lig_ejm_31': {'calculated_error': 0.05,\n", + " 'calculated_estimate': 0.04,\n", " 'experimental_error': 0.18,\n", " 'experimental_estimate': -9.57},\n", - " 'lig_ejm_42': {'calculated_error': 0.08873556220591604,\n", - " 'calculated_estimate': 0.530999999999999,\n", + " 'lig_ejm_42': {'calculated_error': 0.09,\n", + " 'calculated_estimate': 0.53,\n", " 'experimental_error': 0.18,\n", " 'experimental_estimate': -9.81},\n", - " 'lig_ejm_43': {'calculated_error': 0.12599206324209478,\n", - " 'calculated_estimate': 1.730999999999999,\n", + " 'lig_ejm_43': {'calculated_error': 0.13,\n", + " 'calculated_estimate': 1.73,\n", " 'experimental_error': 0.18,\n", " 'experimental_estimate': -8.29},\n", - " 'lig_ejm_46': {'calculated_error': 0.07080960386840184,\n", - " 'calculated_estimate': -0.6889999999999962,\n", + " 'lig_ejm_46': {'calculated_error': 0.07,\n", + " 'calculated_estimate': -0.69,\n", " 'experimental_error': 0.17,\n", " 'experimental_estimate': -11.35},\n", - " 'lig_ejm_47': {'calculated_error': 0.18712028217165563,\n", - " 'calculated_estimate': 0.040999999999998926,\n", + " 'lig_ejm_47': {'calculated_error': 0.19,\n", + " 'calculated_estimate': 0.04,\n", " 'experimental_error': 0.18,\n", " 'experimental_estimate': -9.73},\n", - " 'lig_ejm_48': {'calculated_error': 0.1871202821716555,\n", - " 'calculated_estimate': 0.5409999999999974,\n", + " 'lig_ejm_48': {'calculated_error': 0.19,\n", + " 'calculated_estimate': 0.54,\n", " 'experimental_error': 0.18,\n", " 'experimental_estimate': -9.03},\n", - " 'lig_ejm_50': {'calculated_error': 0.08327064308626422,\n", - " 'calculated_estimate': 0.9810000000000002,\n", + " 'lig_ejm_50': {'calculated_error': 0.08,\n", + " 'calculated_estimate': 0.98,\n", " 'experimental_error': 0.18,\n", " 'experimental_estimate': -9.01},\n", - " 'lig_jmc_23': {'calculated_error': 0.08374962686484035,\n", - " 'calculated_estimate': -1.0789999999999966,\n", + " 'lig_jmc_23': {'calculated_error': 0.08,\n", + " 'calculated_estimate': -1.08,\n", " 'experimental_error': 0.18,\n", " 'experimental_estimate': -11.74},\n", - " 'lig_jmc_27': {'calculated_error': 0.11407892005098923,\n", - " 'calculated_estimate': -1.288999999999997,\n", + " 'lig_jmc_27': {'calculated_error': 0.11,\n", + " 'calculated_estimate': -1.29,\n", " 'experimental_error': 0.17,\n", " 'experimental_estimate': -11.31},\n", - " 'lig_jmc_28': {'calculated_error': 0.07933473388119473,\n", - " 'calculated_estimate': -0.8089999999999961,\n", + " 'lig_jmc_28': {'calculated_error': 0.08,\n", + " 'calculated_estimate': -0.81,\n", " 'experimental_error': 0.18,\n", " 'experimental_estimate': -11.01}}\n" ] @@ -435,8 +435,8 @@ " dG_results[nodes[key][0]] = {\n", " 'experimental_estimate': nodes[key][1]['exp_DG'],\n", " 'experimental_error': nodes[key][1]['exp_dDG'],\n", - " 'calculated_estimate': nodes[key][1]['calc_DG'],\n", - " 'calculated_error': nodes[key][1]['calc_dDG'], \n", + " 'calculated_estimate': round(nodes[key][1]['calc_DG'],2),\n", + " 'calculated_error': round(nodes[key][1]['calc_dDG'],2), \n", " }\n", "\n", "# We can now print out the results\n", @@ -464,14 +464,6 @@ " dG_results[ligand]['experimental_error'],\n", " ])" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "71b6937f-7150-475f-a6f7-c2502021945e", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": {