diff --git a/engrXiv_prints.ipynb b/engrXiv_prints.ipynb index 910e250..84c2114 100644 --- a/engrXiv_prints.ipynb +++ b/engrXiv_prints.ipynb @@ -6,19 +6,19 @@ "id": "promising-potter", "metadata": { "execution": { - "iopub.execute_input": "2023-12-17T10:21:03.466667Z", - "iopub.status.busy": "2023-12-17T10:21:03.466029Z", - "iopub.status.idle": "2023-12-17T10:21:04.257663Z", - "shell.execute_reply": "2023-12-17T10:21:04.256963Z" + "iopub.execute_input": "2023-12-24T10:20:35.977432Z", + "iopub.status.busy": "2023-12-24T10:20:35.977122Z", + "iopub.status.idle": "2023-12-24T10:20:36.913942Z", + "shell.execute_reply": "2023-12-24T10:20:36.913265Z" }, "jupyter": { "source_hidden": true }, "papermill": { - "duration": 0.796679, - "end_time": "2023-12-17T10:21:04.259391", + "duration": 0.942288, + "end_time": "2023-12-24T10:20:36.915750", "exception": false, - "start_time": "2023-12-17T10:21:03.462712", + "start_time": "2023-12-24T10:20:35.973462", "status": "completed" }, "tags": [] @@ -42,16 +42,16 @@ "id": "52136c1b", "metadata": { "execution": { - "iopub.execute_input": "2023-12-17T10:21:04.264264Z", - "iopub.status.busy": "2023-12-17T10:21:04.263802Z", - "iopub.status.idle": "2023-12-17T10:25:01.182321Z", - "shell.execute_reply": "2023-12-17T10:25:01.181593Z" + "iopub.execute_input": "2023-12-24T10:20:36.920756Z", + "iopub.status.busy": "2023-12-24T10:20:36.920273Z", + "iopub.status.idle": "2023-12-24T10:24:25.226000Z", + "shell.execute_reply": "2023-12-24T10:24:25.225335Z" }, "papermill": { - "duration": 236.922836, - "end_time": "2023-12-17T10:25:01.184175", + "duration": 228.31004, + "end_time": "2023-12-24T10:24:25.227767", "exception": false, - "start_time": "2023-12-17T10:21:04.261339", + "start_time": "2023-12-24T10:20:36.917727", "status": "completed" }, "tags": [] @@ -106,19 +106,19 @@ "id": "indonesian-resistance", "metadata": { "execution": { - "iopub.execute_input": "2023-12-17T10:25:01.188921Z", - "iopub.status.busy": "2023-12-17T10:25:01.188684Z", - "iopub.status.idle": "2023-12-17T10:25:01.215511Z", - "shell.execute_reply": "2023-12-17T10:25:01.214849Z" + "iopub.execute_input": "2023-12-24T10:24:25.233030Z", + "iopub.status.busy": "2023-12-24T10:24:25.232525Z", + "iopub.status.idle": "2023-12-24T10:24:25.262820Z", + "shell.execute_reply": "2023-12-24T10:24:25.262032Z" }, "jupyter": { "source_hidden": true }, "papermill": { - "duration": 0.030694, - "end_time": "2023-12-17T10:25:01.216797", + "duration": 0.034349, + "end_time": "2023-12-24T10:24:25.264304", "exception": false, - "start_time": "2023-12-17T10:25:01.186103", + "start_time": "2023-12-24T10:24:25.229955", "status": "completed" }, "tags": [] @@ -127,7 +127,7 @@ { "data": { "text/markdown": [ - "# As of December 17, 2023 there are 3031 preprints on Engineering Archive." + "# As of December 24, 2023 there are 3036 preprints on Engineering Archive." ], "text/plain": [ "" @@ -156,19 +156,19 @@ "id": "heard-result", "metadata": { "execution": { - "iopub.execute_input": "2023-12-17T10:25:01.221261Z", - "iopub.status.busy": "2023-12-17T10:25:01.221003Z", - "iopub.status.idle": "2023-12-17T10:25:01.555529Z", - "shell.execute_reply": "2023-12-17T10:25:01.554794Z" + "iopub.execute_input": "2023-12-24T10:24:25.269034Z", + "iopub.status.busy": "2023-12-24T10:24:25.268767Z", + "iopub.status.idle": "2023-12-24T10:24:25.537234Z", + "shell.execute_reply": "2023-12-24T10:24:25.536440Z" }, "jupyter": { "source_hidden": true }, "papermill": { - "duration": 0.338258, - "end_time": "2023-12-17T10:25:01.556865", + "duration": 0.272434, + "end_time": "2023-12-24T10:24:25.538610", "exception": false, - "start_time": "2023-12-17T10:25:01.218607", + "start_time": "2023-12-24T10:24:25.266176", "status": "completed" }, "tags": [] @@ -176,7 +176,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -197,19 +197,19 @@ "id": "falling-scene", "metadata": { "execution": { - "iopub.execute_input": "2023-12-17T10:25:01.563718Z", - "iopub.status.busy": "2023-12-17T10:25:01.563296Z", - "iopub.status.idle": "2023-12-17T10:25:01.793678Z", - "shell.execute_reply": "2023-12-17T10:25:01.793024Z" + "iopub.execute_input": "2023-12-24T10:24:25.544901Z", + "iopub.status.busy": "2023-12-24T10:24:25.544342Z", + "iopub.status.idle": "2023-12-24T10:24:25.781733Z", + "shell.execute_reply": "2023-12-24T10:24:25.781002Z" }, "jupyter": { "source_hidden": true }, "papermill": { - "duration": 0.234844, - "end_time": "2023-12-17T10:25:01.795108", + "duration": 0.242195, + "end_time": "2023-12-24T10:24:25.783421", "exception": false, - "start_time": "2023-12-17T10:25:01.560264", + "start_time": "2023-12-24T10:24:25.541226", "status": "completed" }, "tags": [] @@ -217,7 +217,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAA+QAAAINCAYAAAC3YbXvAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8WgzjOAAAACXBIWXMAAA9hAAAPYQGoP6dpAADjyklEQVR4nOzdd5hcdd028PtM3d57ssmmN1LohCA1RIg0UUApgiigIlUEfAQVpQgKCQrIo/LiAwiIgqCAQAwdUkjvfZPtfWfb7PTz/nHmd2a2z5k503buz3VxaTazM79kNjPzPd8mybIsg4iIiIiIiIhiyhDvAxARERERERGlIgbkRERERERERHHAgJyIiIiIiIgoDhiQExEREREREcUBA3IiIiIiIiKiOGBATkRERERERBQHDMiJiIiIiIiI4oABOREREREREVEcmOJ9gGjz+XxoaGhAdnY2JEmK93GIiIiIiIhonJNlGT09PaioqIDBMHIefNwH5A0NDaisrIz3MYiIiIiIiCjF1NbWYuLEiSP+/rgPyLOzswEofxE5OTlxPk1sud1uvPfee1i2bBnMZnO8j0MxwOc89fA5T0183lMPn/PUxOc99fA5Hz+6u7tRWVmpxqMjGfcBuShTz8nJScmAPCMjAzk5OfwHnSL4nKcePuepic976uFznpr4vKcePufjz1ht0xzqRkRERERERBQHDMiJiIiIiIiI4oABOREREREREVEcMCAnIiIiIiIiigMG5ERERERERERxwICciIiIiIiIKA4YkBMRERERERHFAQNyIiIiIiIiojhgQE5EREREREQUBwzIiYiIiIiIiOKAATkRERERERFRHDAgJyIiIiIiIooDBuREREREREREccCAnIiIiIiIiCgOGJATERERERERxQEDciIiIiIiIqI4YEBOREREFAeyLGNbnQ09Dne8j0JERHHCgJyIiIgoDjbX2nDBE5/h7le3x/soREQUJwzIiYiIiOKgurUPAHCkoy/OJyEionhhQE5EREQUB6JU3e7yxvkkREQULwzIiYiIiOKg1+kBAPQzICciSlkMyImIiIjioMehBOTMkBMRpS4G5ERERERx0O1ghpyIKNUxICciIiKKA9FD7vL64PH64nwaIiKKBwbkRERERHEgesgBwO5mlpyIKBUxICciIiKKA9FDDrBsnYgoVTEgJyIiIooDUbIOcLAbEVGqYkBOREREFAe9QRlyu8szyi2JiGi8YkBOREREFAcsWSciIgbkRERERDHm88nodQVnyBmQExGlIgbkRERERDHW5/JAlgO/ZkBORJSaGJATERERxVhwuToA9LvZQ05ElIoYkBMRERHF2OCAnBlyIqLUxICciIiIKMZ6ne4Bv+ZQNyKi1BTXgNzr9eLee+/FlClTkJ6ejmnTpuFXv/oV5KCmKlmW8bOf/Qzl5eVIT0/H0qVLsX///jiemoiIiCgy3cyQExER4hyQP/zww/jDH/6AJ554Art378bDDz+MRx55BL///e/V2zzyyCP43e9+h6effhrr1q1DZmYmvvzlL8PhcMTx5EREREThY8k6EREBgCmeD/7555/jwgsvxFe+8hUAQFVVFV566SWsX78egJIdX7lyJe655x5ceOGFAIDnnnsOpaWleP311/GNb3wjbmcnIiIiClfv4KFuLg51IyJKRXENyE8++WT88Y9/xL59+zBz5kxs3boVn376KR577DEAQHV1NZqamrB06VL1e3Jzc3HiiSdizZo1wwbkTqcTTqdT/XV3dzcAwO12w+12D7n9eCb+vKn2505lfM5TD5/z1MTnPfnZ7AMr/Xqdo39O4XOemvi8px4+5+NHqM9hXAPyu+++G93d3Zg9ezaMRiO8Xi8eeOABXHHFFQCApqYmAEBpaemA7ystLVV/b7CHHnoI991335Cvv/fee8jIyND5T5AcVq1aFe8jUIzxOU89fM5TE5/35LWlxgDAAAkyZEg4dKQOb79dM+b38TlPTXzeUw+f8+Rnt9tDul1cA/JXXnkFf/3rX/Hiiy9i3rx52LJlC2699VZUVFTg6quvDus+f/KTn+D2229Xf93d3Y3KykosW7YMOTk5eh09KbjdbqxatQpnn302zGZzvI9DMcDnPPXwOU9NfN6T34Y3dwP1tSjKsqK114XcwhIsX37MiLfnc56a+LynHj7n44eo1B5LXAPyH//4x7j77rvV0vP58+fjyJEjeOihh3D11VejrKwMANDc3Izy8nL1+5qbm7Fo0aJh79NqtcJqtQ75utlsTtkf6lT+s6cqPueph895auLznrz63D4AQGluGlp7XXB4fCE9l3zOUxOf99TD5zz5hfr8xXXKut1uh8Ew8AhGoxE+n/ImNWXKFJSVlWH16tXq73d3d2PdunVYvHhxTM9KREREpBcxZb00Ow0A95ATEaWquGbIzz//fDzwwAOYNGkS5s2bh82bN+Oxxx7DtddeCwCQJAm33nor7r//fsyYMQNTpkzBvffei4qKClx00UXxPDoRERFR2HocyrCfkhwlIOfaMyKi1BTXgPz3v/897r33XvzgBz9AS0sLKioqcMMNN+BnP/uZeps777wTfX19uP7662Gz2XDKKafgnXfeQVpaWhxPTkRERBS+XqeSIS/JVtrsGJATEaWmuAbk2dnZWLlyJVauXDnibSRJwi9/+Uv88pe/jN3BiIiIiKJILVn3Z8j73QzIiYhSUVx7yImIiIhSUSAgFxlyTzyPQ0REccKAnIiIiCjGeh2iZF3JkDvcPvh8cjyPREREccCAnIiIiCiGHG4vXF7/2rOcwKpWlq0TEaUeBuREREREMSTK1SUJKMwKBOQc7EZElHoYkBMRERHFkJiwnmUxwWiQkG42AuAuciKiVMSAnIiIiCiGxA7yrDRl2U2GRQnI7W4OdiMiSjUMyImIiIhiSJSsZ/sD8nQRkDNDTkSUchiQExEREcVQICA3AwhkyFmyTkSUehiQExEREcWQWrJuFRly5X/7nCxZJyJKNQzIiYiIiGJocMl6hhjqxrVnREQphwE5ERERUQyNVLLOHnIiotTDgJyIiIgohnqdSsk6h7oREREDciIiIqIYUjPk1oFrz/pd7CEnIko1DMiJiIiIYmhID7l/qBsz5EREqYcBOREREVEM9TgH9pCzZJ2IKHUxICciIiKKIXXt2eAp6wzIiYhSDgNyIiIiohgaXLKuZsi59oyIKOUwICciIiLd1bTbccPzG7DxSGe8j5Jwev0BeY669kwJzDnUjYgo9ZjifQAiIiIaf97YUo93dzbDYjLi2Mn58T5OQlFL1gdNWWcPORFR6mGGnIiIiHTX1usEADTY+uN8ksTi9cno8wfe3ENOREQMyImIiEh37X0uAEAjA/IBep2BsnR1qJuFQ92IiFIVA3IiIiLSXYc/IG/uccLj9cX5NIlDlKtbTAZYTUogrpasu9lDTkSUahiQExERke5EQO71yWjpccb5NImjRx3oFhjjk24WQ92YIU807+5swj2vb4fLw4tKRBQdDMiJiIhId6JkHQAau1i2LoiS9Wz/hHWAQ90S2SPv7MELa2uwvroj3kchonGKATkRERHpyueT1Qw5ADTYHHE8TWIZPGEdCOohd3shy3JczkXDa+pSfnbb+1jlQUTRwYCciIiIdNXtcMPrCwSWnLQeIErWs4NL1v0BuSwDDjdLoxNFn9OjTsQPvsBERKQnBuRERESkq/ZBwUtjFzPkQvcwAXmGJfD/7S4OdksUwbMPOu3uOJ6EiMYzBuRERESkq8HZxHpmyFW9/oA8yxroITcaJFhMykcy9pEnjubuwIWkTmbIiShKGJATERGRrtp7B2fIGZALooc8OEMODOwjp8QQnCHvsDMgJ6LoYEBOREREuhIZ8gl56QCARg51Uw239gwAMsyctJ5oWoIy5DYG5EQUJQzIiYiISFcd/onUR03IAaD0lDuY+QUQWHuWNTgg909dZw954mgNzpD3sYeciKKDATkRERHpqs1fsj6lKAvp/swvB7spAiXr5gFfV0vWmSFPGMEl68yQE1G0mMa+yVA+nw8HDhxAS0sLfL6B6zlOPfVUXQ5GREREyUmUrBdlWVCRl4aDrX1otPVjSlFmnE8Wf8NNWQegXrhgyXriaOkJXETi2jMiihbNAfnatWtx+eWX48iRI5BlecDvSZIEr5dvJERERKlMBC8FmRZU5KXjYGsfJ6379aoBOTPkia65O5Ahd3p86Hd51Z3xRER60RyQf+9738Nxxx2Ht956C+Xl5ZAkKRrnIiIioiTVHhSQl+emAWDJutDjVErWs6yDp6yzhzzRBA91A5RJ6xMs6XE6DRGNV5oD8v379+Mf//gHpk+fHo3zEBERUZITQ90KM62oEJPWufoMwMhT1kXm1c7hdwnB4faq7QXpZiP63V509rnUzQFERHrRPNTtxBNPxIEDB6JxFiIiIkpysiwHStazLKjIVQKYeq4+gyzLLFlPEmLCutVkQGWB8jPcycFuRBQFIWXIt23bpv7/m266CT/60Y/Q1NSE+fPnw2we+IayYMECfU9IRERESaPH6YHbq8yYKcy0oDzPX7LOHnI43D54fMrfzeC1Z2qGnAF5QhAD3UpyrCjItADgYDciio6QAvJFixZBkqQBQ9yuvfZa9f+L3+NQNyIiotTW7l95lmkxIs1sVEvWG2z96meFVCVWnhkk5e8nWIZZ9JDzc1QiaPEPdCvJTkN+hhKQ2+zcRU5E+gspIK+uro72OYiIiGgcEP3jBVlKECNK1vtcSk9ubrp5xO8d73qcSrl6ltU05MJEoGSdQ90SQbN/oFtJthX5zJATURSFFJBPnjxZ/f8ff/wxTj75ZJhMA7/V4/Hg888/H3BbIiIiSi0iQ16QaQWglGLnZ5jRaXejsas/tQPyEfrHAZasJ5qWHpEht6rtBTb2kBNRFGge6nbGGWego6NjyNe7urpwxhln6HIoIiIiSk4ii1jozyoCQHluoGw9lYmS9ey0ofkQNUPOKesJQQ3IcwIl6x0sWSeiKNAckI/U/9Xe3o7MzExdDkVERETJKXgHuVDhH+zWkOKT1gMT1kcOyJkhTwzBGXLxs9zJknUiioKQ95BffPHFAJQBbtdccw2sVqv6e16vF9u2bcPJJ5+s/wmJiIgoaQyXIecucoUoWc+yDv34lW7hULdE0iJ6yHPS4PNPxufaMyKKhpAD8tzcXABKhjw7Oxvp6enq71ksFpx00km47rrr9D8hERERJY2OYTLkgZL11M6Qd6sl60N7yDnULbEEZ8idHh8AZsiJKDpCDsifffZZAEBVVRXuuOMOlqcTERHREG29SiBTmBWopAuUrDNDDgxfsp5uZsl6onB5fOqFpZJsK3r90/E72UNORFEQckAu/PznP4/GOYiIiGgcGL1kPbUz5CKwyxptqBsD8rgTF5VMBgn5GRaYTcrIpX63Fw63F2lm42jfTkSkieahbs3NzbjqqqtQUVEBk8kEo9E44D8iIiJKXcOXrCsZ8saufrUfNxWJKes5w5as+3vI3V7Icur+HSUCUa5enG2FwSAh22qCyaAMNGYfORHpTXOG/JprrkFNTQ3uvfdelJeXDztxnYiIiFKPLMvDTlkvzUmDQQLcXhltfU6UZKfF64hxNWrJuj9D7vXJcHl9sJqY5IiX4IFugDLQOC/DgrZeJzr6XOpMBCIiPWgOyD/99FN88sknWLRoURSOQ0RERMmqz+WFyz8AqzArEJCbjQaUZKehqduBBpsjZQNyUbI+2tozQClbZ0AeP8ED3YSCTDPaep3o7GMfORHpS3PJemVlJUupiIiIaIiOXiU7nmY2qCXYQrl/sFtjCg9261bXng0tWTcbDTAblapDDnaLLzVDHhSQ52X4d5GzZJ2IdKY5IF+5ciXuvvtuHD58OArHISIiomTV3uefsJ5pHfJ7YrBbQwoPdutR154NX6DISeuJIZAhD1RyFDAgJ6Io0Vyyftlll8Fut2PatGnIyMiA2TzwKm9HR4duhyMiIqLk0e7PkAeXqwsVuVx91jtKDzmgDHbrdng4aT3O1IA8J3BhKT9T+bzLknUi0pvmgHzlypVROAYRERElu+EmrAtiEFZjV+oG5OpQt2FK1oFAH7nd5YnZmWiolp6hJev5zJATUZRoDsivvvrqaJyDiIiIktxwE9YFtWTdlpol626vD/1uJfM9Ysm6CMjdzJDHU0u3kiEvzQkqWff/TIuLTkREetEckAOA1+vF66+/jt27dwMA5s2bhwsuuIB7yImIiFJYh9pDPlxAntol633OQNY7a8SSdeVzFEvW48frk9HWO3TKOoe6EVG0aA7IDxw4gOXLl6O+vh6zZs0CADz00EOorKzEW2+9hWnTpul+SCIiIkp8gQz5yEPdWnudcHl8sJg0z5VNaqJcPc1sgNk4/J893T+ZnkPd4qe91wmfDBgkoDBr4NozgAE5EelP87vhzTffjGnTpqG2thabNm3Cpk2bUFNTgylTpuDmm2+OxhmJiIgoCYhy3uEy5IWZFlhMBsgy0NydemXr3eqE9eH7xwEgwywy5Owhjxcx0K0wywqjQVK/rmbIOdSNiHSmOUP+0UcfYe3atSgoKFC/VlhYiF//+tdYsmSJrocjIiKi5DHaUDdJklCem4Yj7XY02PpRWZAR6+PF1VgT1oHgoW7MkMfLcAPdAK49I6Lo0Zwht1qt6OnpGfL13t5eWCxD34CJiIgoNYy29gwAKtRJ66mXIQ9MWB85IE9nQB53YqDb4IBcTFm3u7xwcOgeEelIc0B+3nnn4frrr8e6desgyzJkWcbatWvxve99DxdccEE0zkhERERJoF0d6ja0hxwAyv2D3epTcLBbjzOEknUx1I0BX9yIkvXgCeuAUtkgSthtdpatE5F+NAfkv/vd7zBt2jQsXrwYaWlpSEtLw5IlSzB9+nQ8/vjj0TgjERERJTi7ywOH2wcAKBgzQ56CAXkIJeuBoW7sIY+XkUrWDQYJ+RnKxRSuPiMiPWnuIc/Ly8Mbb7yB/fv3Y8+ePQCAOXPmYPr06bofjoiIiJKDKFe3mAzItAy/BlVMWm9MwV3kIiDPGqVknT3k8dfsL1kvHpQhB5TBbm29LtjYR05EOgprDzkAzJgxAzNmzNDzLERERJSkgiesS5I07G1SumRdzZCHULLOgDxuRMn64Aw5EBjs1sGAnIh0pDkgl2UZ//jHP/DBBx+gpaUFPp9vwO+/9tpruh2OiIiIksNoE9aF1B7qJnrIRylZNzNDHm+t3cOXrANAXobYRc4eciLSj+Ye8ltvvRVXXXUVqqurkZWVhdzc3AH/ERERUeppDyUg92fIu/rd6HOmVp90rzOUtWfK7zFDHh+yLKO1158hH6ZkXfxsd7KHnIh0pDlD/vzzz+O1117D8uXLo3EeIiIiSkLt/kCmKGv4CeuAUq6dbTWhx+lBY1c/ppdkx+p4cRfKUDe1h9ydWhcrEkWn3Q23VwYAFA/zc5yfyV3kRKQ/zRny3NxcTJ06NRpnISIioiQVSsk6EBjs1pBig90CJesj95BzD3l8NfvL1QsyLbCYhn5EFlPWmSEnIj1pDsh/8Ytf4L777kN/f+oNZCEiIqLhhVKyDgQGu6Xa6jMtGXKWrMfHaAPdACBfHerGHnIi0o/mkvVLL70UL730EkpKSlBVVQWzeeCV3k2bNul2OCIiIkoOwVPWR1PuH+xWn3IZcq49S3Qt/gx58RgBOdeeEZGeNAfkV199NTZu3Igrr7wSpaWlI642ISIiotQRaoZ8gsiQp9jqs9BK1jnULZ4CGfKhA92AQA95B0vWiUhHmgPyt956C++++y5OOeWUaJyHiIiIklBHnxLMFGaFliFvSKGSdVmW1SnrOaOVrPvXnrm8Pni8PpiMmjsLKQKtIiDPGSlDrlxMsbFknYh0pPmVvrKyEjk5OdE4CxERESWpjl6RIR95yjoQ1EOeQiXrdpcXPmV4N7JG20PuL1kHALubWfJYa+lRfiZLRyhZF9UfvU4PXB5fzM5FROOb5oD80UcfxZ133onDhw9H4ThERESUbBxuL/r8ZdZjZcgn5AUy5LIsR/1siUD0jxsNEtLNxhFvZzUZYPB3ArJsPfaau0feQQ4AOWlm9flhHzkR6UVzyfqVV14Ju92OadOmISMjY8hQt46ODt0OR0RERIlP9I+bjRKyRxlaBgBluUqw43D70Gl3j9lzPh70OkX/uGnU2TuSJCHDYkKv08PBbnEgMuQjTVk3GCTkZVjQ0edCh901YuBORKSF5oB85cqVUTgGERERJatAubplzGGvVpMRRVlWtPU60WDrT4mAvDuECetCusXoD8g90T4WBZFlGS3dow91A5Q+8o4+Fwe7EZFuwpqyTkRERCS0+we6jdU/LlTkpaGt14nGLgeOmpAbzaMlhMAO8pEnrAvcRR4f3Q4PnP6+8JGGugFi9VkfB7sRkW44vpOIiIgiEuoOcqHcX7bekCKrzwIrz0LIkJu5izweWv3l6tlpJqSN0ufP1WdEpDcG5ERERBSRjhB3kAsVeam1+qxXZMhDKFkXGXIG5LElytVLx+gLL8hQfsY51I2I9MKAnIiIiCLSrjUgF7vIU2T1WaBkPZSAXLlNv5s95LHUPMZANyEvU2k76OhjyToR6YMBOREREUWkvVfJLhaNsfJMCOwiT40MeaBkfewe8nRmyOMiMNBt9ICcGXIi0pumgNztdsNkMmHHjh3ROg8RERElmUDJeqhD3ZQMeWNXimTInf4p6yFlyDnULR5aekbfQS7k+wPyDgbkRKQTTQG52WzGpEmT4PXyTYKIiIgU4ZasN3U74PXJUTtXotBWss4MeTyoAfkYGXIx1K2TQ92ISCeaS9Z/+tOf4n/+53/Q0dERjfMQERFRklGnrIdYsl6cbYXJIMHrk9HSM/6z5JpK1s1K0J5IAfkLa4/ghAf+i1W7muN9lKhp6VZ+DovHCsgzlOewk2vPiEgnmveQP/HEEzhw4AAqKiowefJkZGZmDvj9TZs26XY4IiIiSnwdvdoy5EaDhNKcNNTb+tFgc6DcnzEfr3r9Jes5mkrWE2Oo258+PoQH3t4NAPjPjkacPbc0zieKjtae0KasM0NORHrTHJBfdNFFUTgGERERJSOnx6v2SIe6hxwAKvJEQN6PYyfnR+t4CUGUrGeFsPYskYa6PfH+fvz2vX3qr+s6xu8Qvubu0Kasi6FuPU4P3F4fzEbORyaiyGgOyH/+859H4xxERESUhES5utEgISeEkmxBGezWicYU2EUe6CEf++9H7SF3xy8gl2UZj63ah9+/fwAAsHx+Gd7e3oTaTnvczhRNfU4P+vwXQMYa6paTboYkAbIMdNpdKMke/fZERGMJ67KezWbDn//8Z/zkJz9Re8k3bdqE+vp6XQ9HREREia09qFzdYJBC/r7yFNpFHs5Qt3hNWZdlGQ/9Z48ajP/k3Nn45YVHAVCG8Dk98c/c600MdMuwGMesYjAaJOSl+/vIuYuciHSgOUO+bds2LF26FLm5uTh8+DCuu+46FBQU4LXXXkNNTQ2ee+65aJyTiIiIEpA60E1DuTqglKwDQEMK7CIXQ91CK1lXbtPnjH0Puc8n475/78T/rTkCAPjF+XNxzZIpkGUZ6WYj+t1eNNgcmFKUOcY96aejz4XvPb8RCybm4p7z5kblMVpCLFcX8jMs6LS70cnVZ0SkA80Z8ttvvx3XXHMN9u/fj7S0QJnO8uXL8fHHH+t6OCIiIkpsHRpXngli9dl430Xu8vjg9PgAIKSS/gyzP0Me45J1n0/GT1/fjv9bcwSSBDz41fm4ZskUAIAkSagsUJ6vmo7Yla3Lsoyf/nM71h/uwP+tOQy31xeVxwl1B7nAwW5EpCfNAfkXX3yBG264YcjXJ0yYgKamJs0HqK+vx5VXXonCwkKkp6dj/vz52LBhg/r7sizjZz/7GcrLy5Geno6lS5di//79mh+HiIiI9Kd1B7lQniIZ8t6gTHdWgu4h93h9uOPvW/HS+loYJOA3X1+Iy0+cNOA2lfkZAIDaGAbkb2xpwH92KJ8t3V4Zh9v6ovI4oe4gF/L9g924+oyI9KA5ILdareju7h7y9X379qG4uFjTfXV2dmLJkiUwm834z3/+g127duHRRx9Ffn5g2uojjzyC3/3ud3j66aexbt06ZGZm4stf/jIcjvF9RZ2IiCgZdPQpwYzmknV/hry9zwVHHAeYRZsoV8+wGGEMocc+PcY95G6vD7f8bQte21wPo0HCym8cja8fO3HI7SoL/AF5jAa7NXb14943dgCA+ve2t7knKo8VKFkPMUOu7iJnhpyIIqc5IL/gggvwy1/+Em638gYjSRJqampw11134Wtf+5qm+3r44YdRWVmJZ599FieccAKmTJmCZcuWYdq0aQCU7PjKlStxzz334MILL8SCBQvw3HPPoaGhAa+//rrWoxMREZHOAiXroWUXhbwMM9L95dlN47hsXctANwDI8PeQ22Owh9zp8eIHf92Et7Y1wmyU8OTlx+CChRXD3nZivnIBJRarz3w+GT/++zb0ODxYWJmHrx49AQCwrylKAblash7az3ABS9aJSEeah7o9+uij+PrXv46SkhL09/fjtNNOQ1NTExYvXowHHnhA033961//wpe//GVccskl+OijjzBhwgT84Ac/wHXXXQcAqK6uRlNTE5YuXap+T25uLk488USsWbMG3/jGN4bcp9PphNPpVH8tsvlut1u9iJAqxJ831f7cqYzPeerhc56aEul5b/VnF3PTjZrPU55rxaE2O2raezAhV1uGPVnY+pS/nyyrKaS/H7NB6ZO2u7wDbh+N5/xHr2zDql3NsJgMeOIbC3HGrMIR77/CH6zWdPRF/efu+bU1+PRAG9LMBjzy1Xn4+EAbAGB3Y3dUHrvZv3qvMCO05yjbqlxIau91RP3vIpH+rVNs8DkfP0J9DiVZluVwHuDTTz/Ftm3b0Nvbi2OOOWZA0BwqMRTu9ttvxyWXXIIvvvgCt9xyC55++mlcffXV+Pzzz7FkyRI0NDSgvLxc/b5LL70UkiThb3/725D7/MUvfoH77rtvyNdffPFFZGRkaD4jERERjWzlDiOqeyR8e6YXiwq1faR4apcBe7sMuGKaFyeUhPVxJOFt75Dw571GTM6Scfv8scvQe9zAPRuUfMmKkzzQsElOE48PuGOdETIkfG+2F3PyR//7r+8DHtlmQqZJxoPHR6+cvrkf+M02I9w+CV+r8uLUchl7uyQ8tcuI4jQZ9xyt/2M/tMWIpn4JP5jjxay8sX8O1zRLePmQEXPzfLhhTnQGzRFR8rPb7bj88svR1dWFnJycEW+nOUMunHLKKTjllFPC/XYAgM/nw3HHHYcHH3wQAHD00Udjx44dakAejp/85Ce4/fbb1V93d3ejsrISy5YtG/UvYjxyu91YtWoVzj77bJjNY092peTH5zz18DlPTYn0vK/Y9ykAO5Z+6UScUFWg6Xs/ce7E3k31KK6aheWnT43OAePMubkB2LsDlWVFWL782DFvb3d5cM+G9wEApy9dpq5K0/s5P9Juh7zuU6SZDbj98rMhSaNH/j0ODx7Z9j76PBJOPWtZSCvctPJ4fbjsz+vh9nVjybRCPPitY2AwSDih14mndn2ENqeEM8/+MtL8rQ56+dmW9wF4cN7SL2FGSdaYtzfvasHLh7bAnJWP5ctP1PUsgyXSv3WKDT7n48dwc9eGE9ar6erVq7FixQrs3r0bADBnzhzceuutmrPk5eXlmDt34E7JOXPm4NVXXwUAlJWVAQCam5sHZMibm5uxaNGiYe/TarXCah3aA2Q2m1P2hzqV/+ypis956uFznpoS4XkXPeSluRmazzLBP7m7uccZ9z9HtNjdSgY1N90S0p8x2xj4aOaWpSHfo9dz3tyrlFJOyEuHxTJ2u0CB2Yy8DDNsdjeaetyYk5Ue8RkGe/rj/dhW143sNBN+e+lCWK3KucryTCjItKCjz4UjnU4cNSFXt8d0uL3o6lf69SfkZ4X0d1vsH0ho63fH7Oc2Ef6tU2zxOU9+oT5/moe6PfXUUzjnnHOQnZ2NW265BbfccgtycnKwfPlyPPnkk5rua8mSJdi7d++Ar+3btw+TJ08GAEyZMgVlZWVYvXq1+vvd3d1Yt24dFi9erPXoREREpCO314du/9AyrUPdACUYBIAG2/gd6ibWnoWaUTYYJHX1WTQnrdd3Kn3T4qJIKKK5+mxHfRceX62stf3VhUehPDcQ8EuShJmlSuZ6r86D3Vr9A90sJgNy0kN7jtS1ZxzqRkQ60ByQP/jgg1ixYgVeeukl3Hzzzbj55pvx4osvYsWKFWrpeahuu+02rF27Fg8++CAOHDiAF198EX/84x9x4403AlBegG+99Vbcf//9+Ne//oXt27fjW9/6FioqKnDRRRdpPToRERHpSAQkBgnIS9eeyRG7yBu7Qpvc/cHeFlzx57XYUd+l+bFG8tG+Vnzr/63H376ogcujfz+w1inrQGx2kdf515eJiyKhqCxQblvbqe+kdYfbi9v+tgUen4zl88tw4aKhk95nlWYDAPbpvPqspUesPLOOWbYviLVn3Q4PPF72kBNRZDQH5DabDeecc86Qry9btgxdXdreII8//nj885//xEsvvYSjjjoKv/rVr7By5UpcccUV6m3uvPNO3HTTTbj++utx/PHHo7e3F++88446EI6IiIjio90fkOdnWGAIY/qYyIKGkiF/e3sjrvu/DfjsQDt++97eMW8fCp9Pxr2v78DH+1px16vbcfpvPsBzaw7ruhe9Ww3IQ79gkR6LgNymBNVinVkoopUh/+27e7G/pRfF2Vbcf9H8YQPjmWVKQK73LvKWbv/Ks+zQKzxy080QR7T1cxI2EUUmrD3k//znP4d8/Y033sB5552n+QDnnXcetm/fDofDgd27d6srzwRJkvDLX/4STU1NcDgc+O9//4uZM2dqfhwiIiLSV3uv2EEe3sqyCn+GvNfpQbdj5MDm9c31+OGLm+DxKROwP9rXiiPtfWE9ZrCP97eipsOOTIsRxdlWNHQ58LM3duJLj3yAP318CH3OyHeBi5J1TRlys3LbWJSsawnIJxYoAbnIruthzcF2PPNZNQDg4a/NH/FnabY/INd7F7m6gzw79ESPyWhAjv8CC8vWiShSmoe6zZ07Fw888AA+/PBDtY977dq1+Oyzz/CjH/0Iv/vd79Tb3nzzzfqdlIiIiBJKe58SzBRmhReQZ1hM6qCwBls/csqGZpFf+aIWd722DbIMXHLsRDR1O/DJ/ja8uK4GP1k+J6Lzv7D2CADg0uMrcdc5s/HKhlo8/eFBNHQ58MDbu/HUhwfwnVOm4FsnV6kBmFY9/gsNWRoC8kCGPPILAiOp92fINZWs+4P32g59StZ7HG7c8fetkGXgmydU4szZpSPedoa/ZL2hy4Fuhzvs52MwUbJemqNtBkJBpgVd/W51qCERUbg0B+TPPPMM8vPzsWvXLuzatUv9el5eHp555hn115IkMSAnIiIax0QwUhjGQDehIjcdNrsbjTYHZpcNXE/6/NojuPf1HQCAK0+ahF9ecBRW72nBJ/vb8MqGWtx29sywV2DVddrx/p4W/31PRprZiG8trsI3jp+E1zfX48kPD+BIux2/fW8f/vfjQ7jm5Cp8e8kUzdUAooc8J4we8n4dS+eDeX0ymrqUQHSClpJ1f4a8ttMOWZZD7rkeya/e3IV6Wz8qC9Lx06/MHfW2OWlmVOSmoaHLgf3NPTh2srYVeyNpFiXrOdpaIfMzzKgG0GlnyToRRUZzQF5dXR2NcxAREVGSEQF5uCXrgFK2vquxGw2DBrv9+ZNDuP8tZb3qtUum4N7z5kCSJJw5uwQT8tJRb+vH29sbcfExE8N63JfW18AnA0umF2JacWD3tMVkwKXHV+LiYybgzW2NePKDA9jf0ovfv38Az3xajfsvOkrTY/aG0UMe7aFuzd0OeHwyTAZJU6m2yKbbXV509LlQmBX+hZj39zTjlQ11kCTg0UsWhTSFfmZZNhq6HNjb1KtbQC5K1os19JADQZPW7cyQE1FkNPeQExEREQGBoW6RBOSBwW6BgPzJDw6owfj3T5+mBuMAYDRIuPzESQCUDHo4nB4v/vZFLQDgqpMmD3sbk9GAi46egHdvPRVPX3kM5lXkwO7y4pdv7oIsyyE/llqyHuLaMwBItyi3jVZALsrVy/PSYNQwjC/NbFRLuyOdtP7KF3UAgGtOrsIJU0ILrqMxab2lOzBlXYv8TAbkRKQPBuREREQUlg7/ULdwe8gBoMKfdW20OSDLMh5btQ+/eVeZon7b0pm488uzhpRGX3pcJcxGCZtrbGGtQHtnRxPael0ozbFi6ZyR+5YBZS/4OUeV458/WAKL0QCb3Y0aDVPGw1p7ZhZ7yKPTQ67uINfQPy7oNWldBNVnjdI3PthMf0Cu5y7y1jCGugGB1Wcc6kZEkWJATkRERGHRq2QdULK2D7+zF79bvR8AcNc5s3HL0hnD9ikXZ1txzlHlAAKD2bT469oaAMA3T5gEkzG0j0IWkwFzypWAcGtdaBcBfD4Zva7EW3sWGOiWofl7g/vIw+Vwe3HYPyV/ZlnWGLcOmFWmb4bc7fWpVR4lGoe6BTLk7CEnosgwICciIqKwtPmnrOtRsr7+cAee/uggAOBn583F90+fNur3iVLzN7Y0oEvDLug9Td1Yf7gDRoOEb54wSdNZF0zMAwBsq7WFdPs+lweiul1ThjzKAblYW6ZloJugx6T1Ay298MlKlrlYQx/69JIsSJLSKiEy25Fo61Xuw2SQUJCh7WdY7SFnhpyIIsSAnIiIiMIiMuRFEQz3EhlyEbjef9FRuPaUKWN+3/FV+ZhVmo1+txevbaoL+fFERv3L80pRqnGy9oKJuQCAbSFmyEW5utkowWoK/SOXOmU9agG5fwd5GCXreuwiFxnumaXZmia1p5mNqCrMHHAfkRAT1ouzrTBo6KUHAgF5B3vIiShCIV2u3bZtW8h3uGDBgrAPQ0RERMnB4/XB5i/XjSRDXpqThpw0E3qcHjz8tQW49LjKkL5PkiRcedIk3PvGTjy/9giuOblqzOCu1+nBPzfVAwCuPHH4YW6jWViZBwDY0dAFr08ecyBarzNQrq4l8FSHukVp7ZkoWZ8YVoY88h7yvf5gWpSgazGzNAvVbX3Y29SDJdOLwj4DEP5ANyDwM29jyToRRSikgHzRokWQJCmknZNeb3TePIiIiChxiN5ZSQpkC8NhNhrw9++dDJfHh/n+DHSoLjp6An79nz041NqHNQfbcfIYAdo/N9ejz+XF1OJMLJ5WqPms04qzkGExwu7y4mBrrzpkbCThTFgHgjPk+g91k2VZnWgfTsn6pEIlIK+39Yd0UWI4+5oCGXKtZpVm492dzbpkyAMrz7RVSgCBoW4dLFknogiFVD9VXV2NQ4cOobq6Gq+++iqmTJmCp556Cps3b8bmzZvx1FNPYdq0aXj11VejfV4iIiJKACIQyUs3hxWUBZtVlq05GAeUzPNXj5kAAHhh3ejD3WRZxgtrlNtcddJkTRlrwWiQcNQE5ZxbQ+gj7w5jwjoQ3R7y9j4XHG4fJCnQv69FWU4azEYJbq+MZn+GWat9zb0AwsyQ+79nr44BudaBbkBgqFu3ww2P1xfxWYgodYX0DjF5cqCs65JLLsHvfvc7LF++XP3aggULUFlZiXvvvRcXXXSR7ockIiKixNKuw0A3PVx50mS8sLYG7+5sRnO3Y8S+8A1HOrG3uQfpZiMuPmZi2I+3YEIu1ld3YFtdFy4Zo7w+nJVnAJBujl5ALlaelWRbYdHQ1y4YDRIq8tJxpN2O2g67urYuVD0Ot1oyP7MkvAw5oGTZQ6ncHE1rT/gl63npSoZcloGufjcKI5ijQESpTfMr8fbt2zFlytBhK1OmTMGuXbt0ORQRERElNpEhL8yMbyAyuywHx1flw+uT8dL6mhFv97w/O37hogrkpoe+gmywBf4+8m11tjFv2+sPyLOs2h4vw99DHo2hboGVZ9qz44LaR96pfdK6yI6X56YhN0P781BVlAmzUUKfy6v+WcLV4h/qpnW4HwCYjAbk+C+0cPUZEUVCc0A+Z84cPPTQQ3C5Aj0zLpcLDz30EObMmaPr4YiIiCgxtfdGvoNcL1f6V6C9tL4G7mHKh1t7nPjPjsYBtw3XQn9p/e7GHrg8o5cqix7yHK0ZclGy7ta/h1xkyCfka99BLlQWiNVn2ge7BU9YD4fZaMC04qwB9xWu5ggy5EDgZ7+Tk9aJKALa3iEAPP300zj//PMxceJEdaL6tm3bIEkS/v3vf+t+QCIiIko87SJDnhX/gPyco8pQlGVBc7cTq3c345yjygf8/isbauH2yjh6Up7aAx6uSQUZyMsww2Z3Y09Tt7qbfDjhlqxHc+2ZHhnyiWqGXHtAvrcp/AnrwszSbOxp6sHepl6cObs07PsRGfKSMIa6AUBehgVot3OwGxFFRHOG/IQTTsChQ4dw//33Y8GCBViwYAEeeOABHDp0CCeccEI0zkhEREQJpsPfQ16YABlyq8mIy45X+rmfXztwuJvXJ+PFdUopezirzgaTJAnzxWC3MfaRi7VnWQk01K2uM/wJ60Kl2EXeEU7JemQZciAQzEeSIff6ZLT1hj/UDQhefcaAnIjCpzlDDgCZmZm4/vrr9T4LERERJQmRFUyEknUA+OYJk/DUhwfx2YF2HGjpxfQSpaz5gz0tqLf1Iy/DjK8sKB/jXkKzcGIePtnfhu11NgAjB/nd/pL17DRtvdKiZL3f7Y14cNlgdf6s9sSIesiV762JoGR9VgQBuQjmRbY9HO19TvhkZW1fuBeV8tTVZ+whJ6LwaR+vCeD555/HKaecgoqKChw5olyJXrFiBd544w1dD0dERESJSe0hT5Dp0hPzM3DW7BIAwF+DVqCJjPllx1UizT+9PFIL/H3k28bIkIdfsq7cXpYBh1vflVr1EewgF0SGvLnHAacn9Cx+W68Tbb0uSBLUCybhEMH8gdbesFeOiXL1wkwrTMawPg6jIIMZciKKnOZXoD/84Q+4/fbbce6556KzsxNer/JCnJ+fj5UrV+p9PiIiIkpAgSnriZEhBwID2/6xsQ52lwdH2vvw8f5WSBJw+YmTdHuchf5J6/uae2B3jTx4rVcNyDVmyIMuHIx2/1p1O9zqRYJIesgLMy1INxshy4EhcaEQ2fHJBRlqFUA4JuanI8NihMvjw5EwsvSAMugPAErDLFcHArvI2UNORJHQHJD//ve/x5/+9Cf89Kc/hckUuOJ73HHHYfv27boejoiIiBJTopWsA8CpM4oxqSADPQ4P/r21AS+uq4EsK1+fXJip2+OU5qShJNsKnwzsbOge8XY9Tn/JulVbhtxokGD17wjXs49cBM/5GWZkajxTMEmSApPWNQTkosQ8kv5xADAYJMwI2kcejubuyCasA0B+BqesE1HkNAfk1dXVOProo4d83Wq1oq+vT5dDERERUeLy+mR02BMvQ24wSLjCnwl/9rPDeGVDLQDgqghXnQ1HTFffWmsb8TbhlqwDQZPW3foH5JGUqwvqLnINGWq1fzyCCevCrFKl5H1vmIPdWnoim7AOAAWZSuUD95ATUSQ0B+RTpkzBli1bhnz9nXfe4R5yIiKiFGCzuyDLyv/PT6CAHAAuOa4SFpMBe5p60Gl3Y0JeOs7w95braWEIfeThlqwDgT5yXTPkOqw8E0QfuZbVZ3plyIPvI9xJ6y1iB3kEJet5IkPOknUiioDmS7a33347brzxRjgcDsiyjPXr1+Oll17CQw89hD//+c/ROCMRERElEFGunptuhjnMgVjRUpBpwXkLyvHapnoASu+40aDflHJhgb+PfFudbcTbiAy51rVnQGDSup495IGAPCPi+5roz7KHuvpMlmXsa+4FoFOGvCyySeuBHeThB+SiXYMl60SR83h9ePmLWpw1pwTluZFfNEwmmt8hvvvd7yI9PR333HMP7HY7Lr/8clRUVODxxx/HN77xjWickYiIiBJIewIOdAt21UmT8dqmepiNEi49rjIqj7HAv4v8cLsdXXY3cjMGZsEdbi9c/gngEZWsR6GHXJeSdY0Z8oYuB3qdHpiNEqp06OcXk9YPt9vhcHs1T9AXJevFEZSsi7Vntn43vD45Khd+iFLFv7c14J7Xd+DFdTl486ZTYEihf09hXda+4oorsH//fvT29qKpqQl1dXX4zne+o/fZiIiIKAEl4kC3YEdPysfKyxbhT986DsURZEBHk59pwSR/ULq9fmjZeq8zkNnOsoSRITeLDLl+AXmdniXrGnvIxfC1qUVZsJgir6oozrYiL8MMr0/GoVbtM4xa/EPdIpqy7i9Zl2Wgu5995ESR2N2ovEbsauzGOzub4nya2NL8injmmWfCZrMBADIyMlBSovRldXd348wzz9T1cERERJR42hM8IAeAi46egNNn6d87HkzsI986TNm6Wq5uNYWV6YlmhnyiLhly5T467e4BFx9GIoavzdShXB1QJr2H20cuyzJae/0l6znhZ8jNRoNa/dDBsnWiiARfWHts1T54fXIcTxNbmgPyDz/8EC7X0Bcdh8OBTz75RJdDERERUeLq6PWXrGclbkAeCwv9k9aH6yPvcfhXnoVRrg4ED3XTp4fc4faizR+E6pEhz04zqyXboWTJRYZcTEfXgyhb1zppvdPuhturfNgvzoqsgiKfg92IdHG4PRCQH2jpxb+21sfxNLEV8rvEtm3b1P+/a9cuNDUFSgm8Xi/eeecdTJgwQd/TERERUcJp71MCu0TOkMfC/FEmrUey8gwIGuqm09ozMdAt02JUA+lIVeZnwGbvQm2HHXPKc0a9rZoh12HCujAzzMFuYsJ6foY54vL5/EwLajrsXH1GFAGvT8YRf0B+xYmT8Nd1NVixaj/OW1CRcINDoyHkd4lFixZBkiRIkjRsaXp6ejp+//vf63o4IiIiSjyBoW7R6c9OFkdNyIUkAY1dDrT0OAbstA4uWQ+H3iXrwQPdJEmfYUmVBenYXt+F2s7RJ617fTL2t+g3YV1QM+QaA3JxAaU0gnJ1Id9/cYMZcqLw1Xf2w+2VYTEZ8JPlc/DuzibUdNjxj411+OYJk+J9vKgL+ZJDdXU1Dh48qK46q66uVv+rr69Hd3c3rr322mielYiIiBIAS9YVWVYTphcrJdjbagdmyQMl6+FlowNrz/TNkOtRri6EOtjtSHsfXB4f0swG9Xv0MNNf/l5v61f/vsfi9vrwxPsHAADnL6yI+AwFGVx9RhSpQ23KBbuqwgxkWU34/unTAQC/W70fDp2qhBJZyAH55MmTUVVVBZ/Ph+OOOw6TJ09W/ysvL4fRqG3dBBERESWnRJ+yHksLRugjj7RkPcMsesj1z5DrZaJ/ynzdGKvP9gWVq+u5yigvw6JOSRcZ+LH8Y2MdajrsKMqy4NtLqiI+Q77/3wCHuhGFr7pNKVefUqSsRLzixEkoy0lDY5cDL6+viefRYkJzUf7//d//4a233lJ/feeddyIvLw8nn3wyjhw5ouvhiIiIKPEkw5T1WFlY6e8jH7T6TEweD3+omyhZ12eoWyBDrl+GutIf3Nd2jF6yvrfJX66uY/+4oE5aD6Fs3eH24ner9wMAvn/6dHVwXiREybqtjz3kROE6rAbkStVLmtmIm85SsuRPfHBQ120TiUhzQP7ggw8iPV15AV6zZg2eeOIJPPLIIygqKsJtt92m+wGJiIgocfh8slqem+o95EBwhrwLshxY05NwJetRyJBX+jPktZ32AX/2wUSGXM/+cUHLpPWX19egscuBspw0XHGiPn2p4zlDvvFIJw6EWHlAFIlDakAeuGB4ybGVqCxIR1uvE8+tORynk8WG5oC8trYW06crVyxef/11fP3rX8f111+Phx56iGvPiIiIxrluh1vdD5ufqc+07mQ2pzwbZqOEjj4X6oKGm6kl65EOddN5yrqePeTivuwur9rGMJxoTFgXxKT1sXaR97u8eOKDgwCAm86ajjSzPq2W43XtWVuvE5f97xp8809r4UuhfdAUH9WDMuQAYDEZcMtZMwEAT390MOQ5EclIc0CelZWF9vZ2AMB7772Hs88+GwCQlpaG/v7RS5aIiIgoubX5B7plW02wmjg/xmoyYnaZsvIreP1Zj04l63pkyD1eH5q6lVVfE3XMkKeZjSjzTyofadK60+NVP2xHNUPeNHom97k1h9HW60RlQTouObZSt8fPH6dD3Wo77PD4ZLT2OFEdtB+aSG8Ot1e9YCh6yIWLFlVganEmOu1u/L9PD8fhdLGhOSA/++yz8d3vfhff/e53sW/fPixfvhwAsHPnTlRVVel9PiIiIkogIhOa6hPWgwX2kdvUr6lrz8IuWddvqFtjlwNenwyL0YDiLH3bDCoLRB/58IPdDrb0weuTkZtuRkm2/i0OM/yT1tt6nWjvdQ57mx6HG3/4SMmO33LWzIh3jwcTVSLjbQ95a0/g73LwwEIiPdV22CHLykXeokHvKyajAbctVbLkf/7kEGzj7MKXoPkV6cknn8TixYvR2tqKV199FYWFhQCAjRs34pvf/KbuByQiIqLE0dGnfFDnQLeAhf6AfOuAgFz0kMd/qJvIPpXnpek65RwIWn02wqR1tX+8NFu3/efBMiwmTPL3su9rHj5L/v8+PQyb3Y2pxZm4aFHkq86CibVnNrtrXJV2twZd3Ng6aKUfkZ7U/vHizGFfI74yvxyzy7LR4/Tgjx8fivXxYkLzu0ReXh6eeOKJIV+/7777dDkQERERJa7AhHUOdBPEYLcd9d3w+WQYDBJ6I1x7lm7Wr2RdDHTTs1xdEKvPRpq0rvaPl2UN+/t6mFWWjZoOO/Y192DxtMIBv2ezu/DnT5QP8bctnQmTUb/sOKCsXgMAn6zMVxC/jrUj7UolwtRiff6ex2OGvKXHgZZuJ46akBvvo1AQ0dJSVZg57O8bDBJ+tGwWrntuA5797DCuPWUKinSu9Im3sF6VbDYbHn30UbV0fcWKFejq4tUzIiKi8a6jV0xYZ4ZcmFGShTSzAb1Oj5rtCQx1C69kPZAh1yEgj8JAN0GsPhtpF7lYRxaNlWfCaJPW//jxIfQ4PZhdlo2vzC/X/bEtJgOy/IP74lW27vb6cOGTn+HCJz+DQ6chgMEB+c6Gbri9Pl3uN56++38bcMETn6ortigxVLcO3EE+nKVzSrBwYi763V784cODsTpazGgOyDds2IBp06ZhxYoV6OjoQEdHBx577DFMmzYNmzZtisYZiYiIKEGoGXL2kKtMRgOOqhjYRx55ybq/h9ztHXWlWCjUlWc67iAX1NVnI/SQR3PCuqBOWh+0i7yt14lnPzsMAPjRslm6l+sLoo98tEnz0dRoc8Bmd6PH4UGzf3hfpIIDcqfHh/0jtAMkk+rWPvhkZZ0bJQ4xNHBq8cgBuSQpWXIAeH7tETR16fNznig0B+S33XYbLrjgAhw+fBivvfYaXnvtNVRXV+O8887DrbfeGoUjEhERUaJQh7oxQz5A8D5yr09Gnz+zHXbJuj9D7vXJcEWYnVQz5FEoWRcBeb2tX12HJ/Q6PeoquGgG5MEZ8uCLF3/48CD63V4snJiLpXNKovb48V59VmcLXAxp7h5+sJ1Woofc6L+Ikexl626vT918sKuxO86noWCBlWcjB+QA8KUZRTihqgAujw9PfLA/FkeLmbAy5HfddRdMpsAbjMlkwp133okNGzboejgiIiJKLO0c6jashZWBwW69zsAgtqwIh7oBkZetR7NkvSwnDWajBLdXHpKd3e/PjpdkW5EfxZ+XKUWZMBkk9Dg86nq3xq5+PL/2CAAlOx6NgXJCvFef1QWtnGvp0TdDfuzkfADA1rrkbk3t6g+0E+xqYECeKHocbvVnrWqMgFzJkisT119eXztiVU4y0hyQ5+TkoKamZsjXa2trkZ0dvaufREREFH/tood8nA3ViZTIkO9q6FYzpRaTIexd7WajAWajEkRGMtjN55PVgDwaQ92MBgkVecOvPlMnrEdh/3gwi8mglrvu9ZetP/H+Abg8PpxQVYAvzSiK6uOLi1PxCsjrgwNyHTLksiyrQZKoLEj2DLktqL9/V2N3xG0gpI/DbcprRlGWBTkhrIg8cWohvjSjCB6fjMdXj58sueaA/LLLLsN3vvMd/O1vf0NtbS1qa2vx8ssv47vf/S7XnhEREY1z7SxZH9bkggxkp5ng9PjUHtWcMLPjgh6T1tv6nHB5fDBIQFluWkTnGUlg9dnASet7m5S+42iWqwviMfY196C2w46/fVELAPjRsplRzY4DQF5GfHeRiwsuANDSE3lA3u3wwOlR2iTOnF0KQLnQodfAuHjo6ncF/X83GsZZD3KyEv3jY5WrBxO95K9tqhsw6yCZaX6n+O1vfwtJkvCtb30LHo9SkmU2m/H9738fv/71r3U/IBERESWGXqdH/QAUjWxrMjMYJCyYmIvPDrTjswNtAKBO3w5XhsWEbocnopJ1kT0tzUmDWeeVX0JlgfKzUDNShjwGAfms0my8iUbsberFvub98PhkfGlGEU6cWjj2N0eoIM495PU6l6yLf+PZVhOmFWeiMNOC9j4XdjV245hJ+RHffzzYBl0s2dXQHZUWDtImlAnrgy2qzENlQTpqO/pxpL0PxdnJX62l+ZXZYrHg8ccfR2dnJ7Zs2YItW7ago6MDK1asgNWa/H8hRERENLxDrUrGsyjLErd9y4lMlK1/dlAJyLNDKMEcjegjt7s8Y9xyZHWd0esfFyb6M+R1gwLywA7yGGTI/Y/x6YFWvLapDkAgkxZtefEuWQ/KkOuRMRT3UZxthSQpF5oAYFutLeL7jpfB1QvsI08M1W3Ke8pY/eODlecor2eN46TSIexLpRkZGcjLy0NeXh4yMvRfo0FERESJ5UCL8uFpWnFWnE+SmBb6Axcx6TrcCeuCmLRuj6BUOJoT1gV19VnQLvKOPpca2M0oif7Pi8jCN3c74ZOBpXNKsagyL+qPCwRnyGNfsu7zyWjsCgTkeqw9ExPWi/yZR3WDQH3yDnazDbpYsqsxef8s44mYsD5VY0Au2m/Gy/ozzQG5x+PBvffei9zcXFRVVaGqqgq5ubm455574HbHp3eGiIiIok8E5NNjEGAlIxG4CJGXrCsBuR4l69FsMajMF0PdAoGhKFevLEhHZoR/DyGdoSADaebAx9rbz54Z9ccU8v095B1xyJC39Djh9soDfh2p4Aw5ENggsC2JJ62LKevi4hBXn8WfLMtBK8+0vaeU+wPylM2Q33TTTfjjH/+IRx55BJs3b8bmzZvxyCOP4JlnnsHNN98cjTMSERFRAjjYygz5aMpz01AUNH0+0pL1dIsSyEYy1C2w8ix61YwiQ97c44DTo5w1lv3jgDLtfUaJ8ljnLSjH3IqcmDwuAHWl2+AsbCzU+3eQZ/svetjsbvU5CJcIyEsGZcgPtvYOWOmXTEQP+cnTlJkCtR39A1ahUex19LnQ7fBAkoDJhdpen0SGXI+KkESgOSB/8cUX8Ze//AU33HADFixYgAULFuCGG27AM888gxdffDEaZyQiIqIEwAz56CRJUsvWgchL1jPMIkMefhAkMuTRLFkvzLQg3WyELAceT6wfi8WEdeG6U6di8dRC3HXO7Jg9JhC89swd83VaYkbAnPIcWPxD+yLtIx+cIS/KsmJCXjpkGdiepFly0d8/uTBTnaewh1nyuBLZ8YrcdKSZta2HLMsRGfL+MW6ZHDQH5FarFVVVVUO+PmXKFFgsHPBCREQ0Hrm9PhxpV7JxDMhHFly2Hunas8BQt/AynrIsB2XIoxeQS5KkTloXq89itYM82AULK/DS9SepGftYEWvPvD4Z3Y7YZpCDd8yLADrSsnXRQ14cVO0xf4IoW7dFdN/xIrLheRlmtXqCZevxdahN+4R1IeV7yH/4wx/iV7/6FZzOwD92p9OJBx54AD/84Q91PRwRERElhiPtdnh8MjIsRrV/j4ZaEJQhz9JrqFuYAXl3v0ctMY72iid1F3mHHbIsY09T7APyeLGajMj0P1exXn0WXAFRkuMPyLv1zZADwIIk7yMXJet5GWbMLfcH5Jy0HleHIwjIy3OV17PmHie8vthWpUSD5neKzZs3Y/Xq1Zg4cSIWLlwIANi6dStcLhfOOussXHzxxeptX3vtNf1OSkRERHETPGFdkqQ4nyZxLRhQsq7P2rP+MKes1/n7iwszLWpwHy3Bk9abuh3ocXhgMkiYqnFYU7LKy7Cgz9WPDrsLVdAeYIQreK1diZohjyxrOFxAvtBf+bE1STPktn7lQklehkXNkO9kQB5X1REE5MXZVhgNErw+GW29TpTmJPdFYs0BeV5eHr72ta8N+FplZaVuByIiIqLEIwa6sVx9dIX+ftt6W3/EU9YDQ93CK4OORf+4IKa413X0q/3jU4oyYTGFvWE3qRRkWlBv64/5YLfgtXYl2UpQEkmG3OuT0dE3NCA/yl+yXtfZj44+l9o3nyxs/pV0eelmtRR/f0sPXB5fyvyMJppIAnKjQUJJthWNXQ40dTlSLyB/9tlno3EOIiIiSmAH1Qx57LJ/yeraU6bgHxvrcOKUgojuJ9Ie8uDsabQFZ8hF//jMFChXF8Sk9Y4Y7iKXZTlw0SUvHaU5kWfI2/uUPe4GCSjMDATkuelmTC3KxKG2Pmyrs+H0WSWRHT6G3F4fevytG3kZFuRnmJGdZkKPw4MDLb0xnchPCp9PjiggB5Q+8sYuBxq7HFiY5LlhXhIiIiKiMR1ghjxk3zllCv5zy5dQEmHWJtI95LEY6CYE95DvbVJ+VmK18iwRiF3kscyQd9rdajtDRV5QhjyCoW6iXL0gUykJDibaMZKtj7w7aL1ZTpoJkiQF+sg52C0uGrsdcHp8MBkktbpGKzFpvWkcTFpnQE5ERESjkmVZzZAzII+ddHNkGfJYlqyLKeuddjc213QCiO3Ks3jLzxAZ8tgF5OL5Lc62Is1sRLEOQ92G6x8XxAaBZJu0bvMH5DlpJpj8q+HUSevsI48LMdBtUmGG+pxoJSatN46DXeQMyImIiGhUTd0O9Lm8MBokTCpgyXqsZPh7yCPNkE/Mj/4asOw0s7r+S6wzSoUJ64IIyDvtsStZr/cP7RMVEHoMdRstIF/on7S+ta4r5vvWIxGYsB7oew9kyJMr2z9eqCvPCsN/PykfR6vPGJATERHRqMSE9cmFGRyAFENqD7k7zKFuMSxZB4BJQfu/rSbDgF+PdwWZysWI2g57zB6zblAFhChZb+9zweP1hXWfw+0gF+aW58JokNDa40RTEmUlRRuBuGAEDMyQJ9PFhfGiujWy/nEAKPOvPmtkQK6w2Wx63A0RERElIBGQTy9muXosRbKH3O7yqOXTsShZBwJ95AAwozRrSA/yeHbs5AJIEvDpgTa8u7MpJo+pVkD4L7gUZlpgNEiQZaCtN7zS+dEy5OkWI2b4W1a21iZPZllkyHPTAwH5jJJsmI0Suh0e9e+RYqe6TXlPmRLBkFCRIW9OootDI9EckD/88MP429/+pv760ksvRWFhISZMmICtW7fqejgiIiKKP7HybBr7x2MqkqFuDf4gI9tqGhCIRNPEgkDgn0r944CScb3+1KkAgP95bTvaesPv4w7V4BkBBoOkZrbDLVsfLSAHAvvIt9fbwrr/eBA95MEl6xaTAdNLlJ9R9pHH3uF2pZIkogy5f6hbY5cj6ascNAfkTz/9tLp3fNWqVVi1ahX+85//4Nxzz8WPf/xj3Q9IRERE8cUMeXxEsvZscDlzLARnyFNpwrpw+9kzMbssG+19Lvzkte1RDxKGa0koiXCw21gB+YLK5Ju03uUvWc/PGHhhipPW48Pt9aGmI/KAXPysuzy+mM5uiAbNAXlTU5MakL/55pu49NJLsWzZMtx555344osvdD8gERERxdeBFqXfjxPWYys9gqFuse4fBwK7yIHU2kEuWE1GPHbpIpiNElbtasarm+qj+njqcxx00SUw2C3MgHyUHnIgkCHflkSD3USwljeoUoST1uOjtsMOr09GutmI0uzwV0NaTUYUZSlVD406rD6TZTluP9OaA/L8/HzU1tYCAN555x0sXboUgPKH8HrDmwJKREREianL7lbLb6dG0O9H2mX41565vD7NQ7piufJMqAx6rFTMkANKkHfb2TMBAL/4107UdUZnyFuv06P2RgdfdCnOjqyvdqwM+ayybFhMBnT1u3GkPXYD7CIhStZzg0rWAWbI46XaP2G9qigThgjnTJTpNGnd55Px9afX4OI/fA6vL/ZBueaA/OKLL8bll1+Os88+G+3t7Tj33HMBAJs3b8b06dN1PyARERHFzwF//3hZThqy02LTi0yKDKtR/f/9bm1JD7VkPYYZ8kkFGZhTnoNjJ+erA5dS0Q2nTsOxk/PR6/Tgjr9vhS8KH/DFBZecNNOAf5eRZMgdbi96HMpE/5ECcrPRoAayW5NkH7k6ZX1whtz/56jr7EdXf3KXPCcTEZBPjaBcXSjLUV7fIp3639jtwMYjndhcY8Ph9r6Iz6WV5oB8xYoV+OEPf4i5c+di1apVyMpSytcaGxvxgx/8QPcDEhERUfwcFP3jLFePOYvRoE4q19pHPlw5c7SZjAa8ddMp+Mf3FkOSUmfC+mBGg4RHL1mIdLMRaw914NnPD+v+GOoO8kE75kv9g65awxjqJrLjFpMBOWmmEW+3YGJy9ZGLYDs/c2BAnpthVi9Y7WaWPGZEQB5J/7ig1y7yI0FBeDxaGDQH5GvWrMGtt96Kxx9/HEcffbT69ZtuugkzZ87U9XBEREQUX2LCOgPy2JMkSS1b15ohr49DhhxQJn2ncjAuVBVl4qdfmQMAePidPdjf3KPr/Yvnd+KgCy6RZMiD+8dHew4XqH3kNs2PEQ+BtWeWIb83j33kMRdcsh4pUbIe6S7y4PaLeLQwaA7IzzjjDHR0dAz5eldXF8444wxdDkVERESJQUxYn8b+8bgQu8j7nKEH5C6PD83+DOnEQRlUip0rTpyE02YWw+Xx4fZXtsKtcQ7AaOpGGNoXyZT1sfrHhYX+DPmO+u649Ntq1SlK1jOGttyIwW47GZDHjJ4ZcrH6LPIMeVBAngwZclmWh71q1t7ejsxMvlkTERFFU3uvE19+/FO8VaP5LTwsB7iDPK7UXeQaMuRNXQ7IMmA1GdQpxBR7kiThka8vQG66Gdvru/DE+wd0u++RM+T+kvVep+ZgOdSAfGpxFjItRvS7veoFu0Tl8frUvvjBPeQAB7vFWr/Lq2az9eghL1cz5JFNWa/pCCpZj8PPwsgNIoNcfPHFAJQXl2uuuQZWa+Afq9frxbZt23DyySfrf0IiIiJSfX6wHYfa7Gg2SVFf0eJwe1Hr3xfLkvX4CGf1WZ3oL85LZ/l4nJXmpOH+i47CTS9txhMfHMCZs0uwsDIv4vsdaa1dUZYFkgR4fTI6+lxjBtfBQg3IjQYJR03IxbrqDmyts2FWAq+46/YH4wCQO1xA7s+QH2jpgcvjg8UUmwudqUoMTMvLMCM/M/KLhXpNWQ/OkLf2ONHS41AvbsVCyD91ubm5yM3NhSzLyM7OVn+dm5uLsrIyXH/99XjhhReieVYiIqKUd9hf7tfnkdAc5q7hkB+rvQ8+GchOM424l5iiS2TItQx1i8fKMxrZ+QsrcP7CCnh9Mm57ZUtYe+UHG+k5NhkNKPQHOi0aB7uNtYM8mLiokOh95GLCenaaCSbj0LBnQl46ctJMcHtl7G/Rt8+fhlL7xwv1qaoWAXmfy4seR3iT8mVZVgPyNLPyMxLrsvWQM+TPPvssAKCqqgp33HEHy9OJiIjiQHygAYDdjT2oLIxedupA0IR1ZlrjI7hkPdR80kjZU4qfX104D+ur23GotQ8Pv7MHv7hgXtj35fR41aFtwz3HJdlpaOt1oaXHCS2PEmqGHEieSeud/oFuw/WPA0rl79yKHKw91IFdDd2YV5Eby+OlHD1XngFAhsWE3HQzuvrdaOpyhLWas6PPhV6nUklx6oxivLerGbsau3H6rBJdzhgKzXUZP//5zxmMExERxcmhQQF5NB1sUR5rejHL1eMl3RxBhpwBecLIy7Dgka8vBAD85fPD+OxAW9j31WhTMt9pZgMKhin7FYPdWjUOdtMSkC/0T1rf3dgNpyfyjH+0dPWLHeQjX86aW64E4ewjjz49B7oJYrBbuJPWj/jbsspz03DM5HwAsc+Qaw7Im5ubcdVVV6GiogImkwlGo3HAf0RERBQ9wRnyaH+A5EC3+AtnqFs8dpDT2E6bWYwrT5oEAPjx37fCoXGVnRBcATFc5Upg9ZnGknUNAfnE/HTkZ5jh9srYE+ULg5GwjZEhBwJ95Fx9Fn1qQK7j1o5I+8hr/OXqkwoy4jbkL+SSdeGaa65BTU0N7r33XpSXl7OEjYiIKEY6+1zo6g/0ye1uiu4HYbVknRnyuBFD3bRkyOuYIU9Y/7N8Dt7Z0YyGLgc2HenEydOLNN9HoH98+JV2YhhVs4YMuSzLmnrIJUnC/Il5+HhfK7bVd+kyqC4aAgH5aBnyQBA20jYp0ofePeRA8KT18AJyMWhucmEG5vh/Fqrb+mB3eZBh0Rwqh0Xzo3z66af45JNPsGjRoigch4iIiEYiytWz00zocXhQ09GPHoc7rL65sfh8Mg61BnrIKT7UDHmIAbnPJ6srgJghTzwZFhNOmJKPt7c3YVt9V1gBeV1nYIr+cNRd5Boy5N0OD1weZU96qJPZF07MVQLyWhtw0uSQHyuWxFC34VaeCdNLsmA2SuhxeFDX2Y/KguEvdFBkbHYXOvqU50PXknWRIe8Ob/WZyJBPLsxEcbYVJdlWtPQ4saepB8dMytftnKPRXLJeWVkZ9TUrRERENJTILsyvyEGeRXkv3hOlLHm9rR9Ojw8Wo2HIrmOKHa0l6y09Tri9MowGSe2tpMSywN9/He6E8jrb8DvIhUDJeugZclGunp1mQpo5tBbUwJ8jcQe72frHLlm3mAyYUaIMx2QfefSI96/SHCsyrfplnssjLFkXPeSTC5ULMfFoYdAckK9cuRJ33303Dh8+HIXjEBER0Uiq25SMdVVRBiZkKgF5tD40iHL1KUWZw64LothI17j2rN6/g7wsJ43PW4ISE8q31oYXyIqS9REDcv+FmBYNJeta+seFhf4/x/6WHthdnjFuHR+iZH24HeTB2EcefaI0XM/sOACU5Sr/DsIe6iYy5AXKueLRR675lfqyyy7Dhx9+iGnTpiE7OxsFBQUD/iMiIhrs/31ajeuf24DuMPeEkuJwm/LBoaowExP8VZXR+gB5kOXqCSHDrK1kvY47yBPe/Am5kCSlCqW9V9skdGDstXYiQ97a4wy5qlX0j5doCMhLctJQlpMGnwzsqE/MQFZkyPNH6SEH4hOEpZrq1igF5DmiZF17QN7r9KDN/7M/KY4Zcs31AitXrozCMYiIaLzy+WSsWLUPPU4P/vTxIfxo2ax4HylpHVIH4mSgUWTIo/QBUmTIp+k4DZe0E0OF7CGWrIusq157fkl/2WlmTC3KxMHWPmyr68IZs0Pfd+z1yWpp7kgXXUSW2+X1oavfPepAMyGQIdfW5rBgYi6adjmwrc6GE6YkXmKuS/SQj1KyDjBDHguHorDyDAj0kNvsbvS7vGpVUShE/3hehlmtohAXZ/Y0dcPrU9p/ok1zQH711VdH4xxERDROVbf3oceplDP+v0+rcc3JVSgMYYovDeTzyTisfqDJQK0/IN/b3AO31wezzuXJakDODHlcpWsc6vbB3hYAwOmziqN2Jorcwol5ONjah611Nk0BeXO3Ax6fDJNBUqepD2Y1GZGXYYbN7kZzt1NbQK7xtXnBxFy8t6sZWxO0j7wzhLVnANTp2vW2fnTZ3cgd4/akXWAHub7vKTlpJmRYjLC7vGjqdmgK+Gs6xIT1wPdMLsxU76+6rS8mVWIhvXt3d3cP+P+j/UdERBQseHBRn8uLpz86GL/DJLHmHgf63V6YDBIm5KWjwApkWo1weXw41No39h1oxJL1xKBlqNuh1l5Ut/XBbJRwygwG5Ilsvr//WutANFGuXp6XNmrmTusu8nB6yIHAYLftYQ6oizYxZT03ffSLErnpZrUnn2Xr+pPl4AvK+mbIJUkKexd5oH88MFnfaJAwuyy2Q/5CCsjz8/PR0qJccc3Ly0N+fv6Q/8TXiYiIgokSWvEG99yaI2gOo9cr1YnsQmVBBsxGAwwSMEf90KBvdqq914lOuxuSBEzVOZtB2mgZ6vb+HuWz2olTCpGl4xRj0l/whHIt24vqQ9wxX6pxsJu6g1xzQK5cWDjcbkeXPbFmhHh9MrodSnXWWBlyAJjnL1vf2ZCY2f5k1trjRJ/LC4METIrCWrnyMFefDZ6wLsS6hSGkV+v3339fHdj2wQcfRPVAREQ0vogM+Q2nTcVf19Zgw5FOPPnBAfzywqPie7AYcHt9+OW/d2FGaRa+tbgqovuqHia7MKcsGxuO2LCroRtfPTqiux9AlKtPyEvX1I9H+hM95KGUrIuAXEsJNMXHvIocmAwS2nqdaOxyoGKMAFsIDHQbPagp1rj6LNwMeV6GBZMLM3Ck3Y4tdTacNjNxKjO6+wMXCEbbQy7MLc/FuzubQ86Kur0+PPyfPWjpceLaU6ZgUWVeuEcd90T/+MT8DFhM+m9/EBegtE5aP+Kf/D74IsHccuVCU6wy5CEF5KeddhoAwOPx4KOPPsK1116LiRMnRvVgRESU/NxeH3b6rzAvmJiHsmXp+Oaf1uKl9TW4/tSpmJiv/5XyRPLBnhY8v/YILCYDvnnCpIj6vIebUDunPDpldQf9j8Vy9fgLtWS9x+HG+uoOAMBZDMgTXprZiJml2djV2I1tdbaQA/JQp+iL/nLNJethzPc4oaoAR9rteGzVPiyZVpgw6/Y6/eXq2VZTSGfSkhV1eXy4+aXNeGdnEwDgX1sb8KUZRfjhGdNx4tTCCE49Pg13QVlP4e4iFyXrVYPOFesMuaZ/MSaTCb/5zW/g8STmrkEiIkos+5p74PT4kG01YUphJhZPK8SS6YVwe2X8fvWBeB8v6v69rREAdOnzHj5DHvjQoKXsdSyBCesMyOMt3Rxayfon+9vg8cmYWpQ55MMlJaaFlf595Br6yEWGfOIYAbzaQx5CybrXJ6OjL7wMOQDcdvZMZKeZsLXWhj98mDgzQsTKs1AHtIkg7EBLL5yekf+9OdxefO+FjXhnZxMsRgPOPaoMRoOET/a34bI/rsWlT6/Bx/tadX1NTnbR6h8XwtlF7vL40OD/9zR5UIZ8Vmk2DBLQ1usM+aJWJDRfwjrzzDPx0UcfReMsREQ0zmz3f9CcPzEXBv8AIrH27B+b6tQgczyyuzz4765m9deR9nmLv6vgdVYzSjJhNEjotLvD2sE6kgMc6JYwRIbc6fHBN8rn+9W7lXL1M5kdTxqBPnJbyN9T16lk9MbMkOeEPtStvc8JnwwYJKAgc+yJ7INV5KXjlxfOAwA8vno/dtQnRg92V4gT1oWK3DTkppvh8cnY39w77G36XV5c99wGvL+nBVaTAX+++jj84cpj8eEdp+OKEyfBYjRg/eEOfOv/rcdFT36GVbuaGZgjeivPhPIc7Rnyels/fLJy0XPwhah0ixFT/Rekd8YgS645ID/33HNx991344477sBLL72Ef/3rXwP+IyIiEkTmR3zwBIBjJuXjrNkl8PpkPP7ffXE6WfSt3t0yoMw4ktI3j9eHmo6hpXVWsxHT/R8a9CytO9jCgDxRiB5yAHD5hr+Nzyfjw70MyJPNgqBJ677Rrrb4ybKsZvTGGuoWKFkfO0MuytULs6xh71y+aNEELJ9fBo9Pxm1/2wJHCFsBos3Wr5Ss54ew9g1QpnWLHdTDtQH1OT245tn1+GR/GzIsRvzl2yfgVH/PfGVBBh746nx8fOcZuHbJFKSZDdha14XrntuAcx//BG9ua4A3hOd4vIp2ybo6ZV3DhenDQf3jkjT05179WUjEgPwHP/gBmpub8dhjj+GKK67ARRddpP731a9+NRpnJCKiJCUyPwv9HzyF286eCQB4Y2sD9jb1xPpYMfGvrQ0AAh+cI+nzruvsh8cnI81sQFnOwN3Deve62V0etSyWJevxl2Y2QHxWHKlqfWudDe19LmRbTTiuqiB2h6OIzCzNhtVkQI/DowYHo2nvc8Hh9kGSlLVnoynNCZSsj5WhjaR/XJAkCfdfNB9FWVbsb+nFb9/dG/Z96cXmz5DnhjDQTRjp9bTb4ca3/t96rKvuQJbVhOeuPQGLpw3tFS/LTcPPzp+LT+86E98/fRoyLUbsaerBD1/cjLNXfKQOEYslp8eLX/xrJ37z7h71uY7UukPtuPvVbXjygwPo6h99ur7XJ6PG36sd7R7ytl4nXJ4RrlwOIs40eMK6oP4sxGCwm+aA3Ofzjfif1xv/q2FERJQYHG6vGmwvGDR99qgJuVg+vwyyDKxYNf6y5F39bny0txVA4OJDJH3eIrtQVZiplv4Lo2V0wiF63QsyLWGVr5K+JElS+8hHypB/4J+u/qWZRVGZYEzRYTYa1A/9oewjFyvPSrKtsJpG334gMuT9bi96naPPfgp3wvpgBZkWPPy1+QCAZz6rxpqD7RHdX6Q6NZasA8O/ntrsLlz553XYeKQTOWkm/PW7J4554asoy4q7zpmNz+4+E7cunYHcdDMOtfbh9+/HfnbKY+/tw18+P4wnPziIUx5+H7/41040dmlbDwYoFRqf7G/FpU+vwWV/XIuXv6jFb97di1N+/T5+8+4etPcOH+w32Prh8vpgMRlCHl6oVUGmBRajAbIc+iDDI2MF5P6fhd2JmCGPll//+teQJAm33nqr+jWHw4Ebb7wRhYWFyMrKwte+9jU0NzePfCdERJQwdjV2w+OTUZhpQUXu0GzObUtnQpKAd3Y2qb3m48V7O5vg8vowszQL5y0oj7jPW/TfTS0eml3Q+yr+QdE/zux4wlD7yEfIe6zeI8rVS2N1JNLJwqB95GOpD7FcHVB6YLP9u+jHKltv0SkgB4Cz5pTiG8dXQpaBO/6+FT2O+O0m7/JPWc9LD/3Cong93e2/gNre68Q3/7QO2+q6kJ9hxkvXn4SFGtab5WVYcOvSmVhx2UIAwKYjnaH/AXSwvroDf/zkEABlUJnT48NfPj+MUx/5AD95bbuaJR6NLMtYtasZFz31Oa56Zj3WH+6AxWjA14+diFml2ehxevzB/ge4/81daBn0PifevyYXZITdEjEWSZJQmqv8/IbaR17T4S9ZLxw+az/HH5BXt/ehb4yLWpEKKyBfvXo1zjvvPEybNg3Tpk3Deeedh//+979hH+KLL77A//7v/2LBggUDvn7bbbfh3//+N/7+97/jo48+QkNDAy6++OKwH4eIiGJnW60NgNInOVx/1ozSbFy0aAIA4LFV8S9v1JOYrn7+ggqk6dDnfTgoQz6Y+NBwpN2uy4dfdcJ6CSd1JwqxC364DHlTlwM7G7ohScDpsxJnBzSFJtBHbhvztvXqyrPQ1kUW+8vWm8e4EKhXhly457y5qCxIR72tH796c5cu9xkOMWVdS4Z8WnEWLEYDepwebKqx4Rt/XIvdjd0oyrLibzcsxryK3LHvZBjHTMoHoASnI2WS9dbr9OBHf98CWQYuPW4i3rn1S3jhOyfixCkFcHtlvLS+Bmc8+iFuf2WL+rofzOuT8da2Rpz7+Ce47rkN2FprQ5rZgGuXTMHHd56B316yEP+55Uv436uOxfwJueh3e/HnT6txyiMf4N7Xd6gDCKv9F3mjVa4ulOdom7R+WGTIC4b/91ScbUVJthWyDOyJcmud5oD8qaeewjnnnIPs7GzccsstuOWWW5CTk4Ply5fjySef1HyA3t5eXHHFFfjTn/6E/Px89etdXV145pln8Nhjj+HMM8/Esccei2effRaff/451q5dq/lxiIgotrYNM9BtsFvOmgGjQcIHe1ux8UhHjE4WXe29Tnx2oA0AcN7CCgDAvAj7vEcbiFOQaVH75/T40MCVZ4knw6xkOl3eoRe2PvAPc1s4MQ9FEfQAU3yI18cdDV3weEfvfdWSIQcCq8/G6htu7Y28hzxYltWERy9ZBEkCXtlQh/f8u7pjzaaWrIeeIbeYDJhRqrz2XfXMOuxv6UVZThpeueEkzCzNDvsseRkWzPAPydwYoyz5A2/tQm1HPybkpePe8+ZCkiScMqMIf7thMV65YTFOnVkMr0/Ga5vqcfaKj3Dji5uwq6EbHq8Pr22qwzL/1/Y09SDTYsT3T5+GT+86Ez87f646RM1gkPDleWX41w+X4C/fPh7HTc6Hy+PD82uP4PTffIg7/7EVaw8p7+1Thqnw0pM401gXoABlEKY6KHWEDDkQ9N4d5T5y09g3GejBBx/EihUr8MMf/lD92s0334wlS5bgwQcfxI033qjp/m688UZ85StfwdKlS3H//ferX9+4cSPcbjeWLl2qfm327NmYNGkS1qxZg5NOOmnY+3M6nXA6Ay883d3KX6Db7YbbHb+ymXgQf95U+3OnMj7nqSeRn/Ot/ozPvPKsEc83IdeCrx1dgVc21uO37+7Fc98+LoYnjI43t9bD65NxVEUOJuZa4Ha7MatUecPfUW8L67k65M8wTMpPG/B+Jv53dlkWGrsc2F7biUUTwv/QCAAHWpSgfkphekL+XKWiNLOSP3H5hv5bX71LCXZOm1HI5ysJVeZakGU1odfpwe4GG2aXDfz3G/xvvdZfYluWYwnpuS7yz4BotNlHvb0oMS7IMOn2M3T0xGx8Z0kV/vzpYdz92jYsqMhCYYwvGHX6d6tnWSRNf67ZZVnY2dANu8uLCXlpeO7bx6Eyzxrx380xk3Kxv6UX66vbccbMoQPhBD3e1z/Y24qX1tdCkoCHL56HNOPA+zt6YjaeuepobKvrwh8+OoT/7mnFW9sa8da2RhRmWtDep5T756abcPVJk3HVSZPUSoORzrVkaj5OnnIc1h/uxFMfHcLnBzvwyoY69fcn+9+/oqUkW/l5r+8c/ecdULLoLo8PJoOE4kzjiLefXZqFD/a2YkedDW53heYzhfrn1RyQ22w2nHPOOUO+vmzZMtx1112a7uvll1/Gpk2b8MUXXwz5vaamJlgsFuTl5Q34emlpKZqaRr7S9tBDD+G+++4b8vX33nsPGRmhlfiMN6tWrYr3ESjG+JynnkR7zh1e4FCrEYCElj1f4O2DI992jgwYJSPWHOrAypf+g5m5yb0a5vmdyp97mrkTb7/9NgCgu0sCYMTGg83q10Ll8gINXcrb9YHNn6NpR+D3xPNu7jUAMOC9L3ahsGPHMPcSGq8ceN6ObF+Pt/eHfVekI3u38vw6vQP/rbt9wMf7lOfL0rYXb789vlo/UkW51YD9TgP++p9Psbh0+Ne/VatWYU+N8lw37N+Bt9u2j3m/fW3Kz826rXtQ3jVy6fiRJuV+D+7YhLdrw/szDGeODyhPN6Kxz43r//QBrp3pwzDdS1HT0Kb8uXZv2QDnodC/z2xTXq+LrDK+O7UXO9Z+iPBfVQNMncr9rt5ajfnesYe7hfu+3usGfr1V+bOfVuZD++61eHv3yLc/Px84dgGwqt6Aze0S2vtcyDLJOKPCh1NKPUhz7MXnH2p7bbmsBDgxHXiv3oCdncoFxfaD2/B287aw/kyh6GhU/n43763G2/IoHzoAHOgCABPyzD689+47I96uv125z7V7avG2+bDmM9ntY/foKyfR6IILLsA///lP/PjHPx7w9TfeeAPnnXdeyPdTW1uLW265BatWrUJa2uirG7T4yU9+gttvv139dXd3NyorK7Fs2TLk5OTo9jjJwO12Y9WqVTj77LNhNofeP0PJi8956knU53xddQfk9RtQkZuGyy48dczbH7LswfNra/B5TwFu+cYJw/acJ4OmbgcOrv0YAHD7109XJ8outrvw5K4P0eaU8KUzz0Z2WujP1b7mHmD9GuSkmXDJBWdDkqQhz7txZzPee3krek15WL58+AqyUFS39cG79jOkmw244qJzh0x0p/h4o2Mz9ne3wuXDgH/rn+xvg2vdJpRmW3Hd189O2n83qW6HcR/2f3oYKJyM5cvnDvi94H/r927+BIAHFy39klpWPZrGzw7jg8Z9yCquwPLlC0a83U83vQ/Ag/OWnjbs4MhITD+2G1//33XY1mGAq2IBvnq09ixjuH62RflznXPmqZheEnoLztleH07Z04oTpuSHvMM8FHPb+/DXlZ+hvt+Is5adDesIGxEieV+XZRk3vbwVPe4WTC/OxBPXnQSrefSJ/MJ3obwHVLfbsXhKgTq7IhI/gNJK1dTtwOkzozvjwrCzGa8d3gopIx/Ll5846m3/vrEO2LULsyuLsHz5sSPebm57H/6y7zM0OYxY9uWzYTJq6/YWldpj0RyQz507Fw888AA+/PBDLF68GACwdu1afPbZZ/jRj36E3/3ud+ptb7755hHvZ+PGjWhpacExxxyjfs3r9eLjjz/GE088gXfffRculws2m21Alry5uRllZWUj3q/VaoXVOrQkxmw2J9SH1VhK5T97quJznnoS7Tnf2aiUWC+szAvpXDedOQN/31iHzbVd+OyQDWfMLon2EaPivd11kGXguMn5mFwcuAhckmtGRW4aGrocONDmwAlTQq/YqrUpZZdTirNgsQz8cCie9wWVygqefc29gMEIs8YPDcKRTuWxphZnwWrlyrNEkem/gOPyDfy3/tF+Za3UmXNKhvxsUPJYNKkAwGHsaOge8fXS4QW6Hcqk58nF2TCbx/4IX56nvM609rpGvN9+V2AtWnlBpu7vIwsnFeLWpTPxm3f34ldv7cGSmSUh98BHwuuT1b+v4twMTX8usxk4b9FE3c80vTRXLQff29KHYyePvjotnPf11zfX491dLTAZJKz8xtHIytCW9JxZnoeZ5Xmavmcs8ysLMF/XexzexALlYlJzt3PMv7c68b5alDXqbaeV5CLDYoTd5UV9twvTS7S1hIX6/Gl+x37mmWeQn5+PXbt24ZlnnsEzzzyDnTt3Ii8vD8888wxWrFiBFStWYOXKlaPez1lnnYXt27djy5Yt6n/HHXccrrjiCvX/m81mrF69Wv2evXv3oqamRr0QQEREiSmUgW7BSnLScPXiKgDAb9/bG/a+7nj799YGAMD5C4dmgdT1ZA3aVrypK89GmVA7MT8d2VYTXF6furYsHBzolpgyxB7yoLVnsizjff9AtzNmJecFLFKISet7GnvgcA+/267epvR552WYkWkNLZ8mpqaPtvaszT/QzWoyqGvS9HbDqVNxzKQ89Dg9uOOVrfD5ov/63t3vhngbyU1PjIvVkiTh2MnKAOsNh/Uf7NbY1Y9731CK6285awaOmhDeRPhkVZ6rXOhp7nHCO8bP2JGO0XeQCwaDpG4y2RnFfeSa/+VVV1fr8sDZ2dk46qijBnwtMzMThYWF6te/853v4Pbbb0dBQQFycnJw0003YfHixSMOdCMiosQgBrqJD5qhuOG0aXhh7RHsbOjGOzuacO788iidLjpqO+zYUmuDQQKWD3P2ueU5+O/uFs3TWqtbR56wLogPDesPd2BXQzdml4XXoiUCci3lnRR9onTU6QuUpB9o6UVtRz8sJgOWTC+K19FIBxPz01GQaUFHnwt7mnqwaJg912LC+sT80LPLJdlKdrS1e+SAPHgHebRaHkxGAx67dBHOffwTrDnUjr98fhjXnjIlKo8liJVnWVZT2BVD0XBcVT7e29Ws+6R1n0/Gj/++DT0ODxZW5uH7p0/T9f6TQXG2FUaDBK9P2R9fkjNydYDYvz5phJVnweaW52DjkU7sauzGhf5VrXpLnJ/QYaxYsQLnnXcevva1r+HUU09FWVkZXnvttXgfi4iIRtHe60Sdf1+uliv0BZkWfMf/Ie3pjzVM4EkQ//Jnx0+eVjTsPt+5Ya5POdzu30E+xg7XuRGuVgOgZtcZkCeWDMvQDPn7e5Ts+OKphSFnTCkxSZI05j7yBn+GXEu5d6l/D3mP04N+1/CZd713kI+kqigT//OVOQCAP3x0MOpVUDa7mBKeGNlxQWTINx7p1PXv4Pm1R/DpgTakmQ1YcelCzb3O44HRIKmr/kbbRS7Lsvq+OnmUlWeCHu+tY0moZ+vDDz8cUOqelpaGJ598Eh0dHejr68Nrr702av84ERHF3/Z6pSR7alGm5g9D3zq5ChajAVtrbdhep620O94C5erDZ/bnlisfuPc19cI9xr7hYNUhlKwr9x/ZvlRZlnGQJesJSQ3Ig35sVvsD8jOTdN4CDSTae7bWDv+6F9hBHvr8iSyrCen+doeWnuEDFL13kI/m0uMmwmoyoLXHGVFrTShEhjw/M7EC8qMm5MJiMqC9z4XD7aFN4B7LwdZePPQfZYz6/yyfg6kp/PotdpGPFpDb7G70+OcLhJohB5SAPFoXkhIqICciouQX6B/X3r9WlGXF8vnKhdcX1h7R9VzRtL+5B3uaemA2SvjyvOEvHIfT593V70Zbr5LpCTlD3hjeh4bWHid6nB4YJKCqKDXXhCaqdIuSARdJzi67Wy15ZUA+PiwMNUOuoWRdkiSU5IzeRx6rDDkAWE1GHF+lDDL7/GB7VB+ry64E5HnpiTXs0GoyYoG/cmzD4Y6I78/j9eH2V7bC4fbhSzOKcOWJkyO+z2RW5i9Tb+rqH/E2on+8NMca0iT5WWXZMEhAe59L/feiNwbkRESkq21q/3heWN9/5UnKB4o3ttarH6oS3b+3NQIATp1RjLwR1uQED4cJtfTtsD87XpJtRdYYZcnTS7JgMkiw2d2jZgdGIvrHJxdmwmqKfN0N6Wdwhvyj/a3w+mTMKMlCZQgZHkp88/0B+YHWXnXqebD6LpEh1zahXJTwNnePkCGPYUAOAIunFQIAPj8Q3YC8U5SsZyRWhhwAjq1SytY31UTeR/6HDw9ia60N2WkmPPL1BSm/qlLNkI/w8w4AR0S5ekFoK/7SzEa1aixag90YkFNc1XbY8aePDw375kNEyUeWZWz1Z8gXVoY34fXYyfmYXZYNh9uHf2yq0/N4USHLMt4cZbp6MK29aKH2jwPKhwbR+x1Or9uBVlGuru8eYoqcCMid/gz5B6JcfQ6z4+NFSXYaynPTIMvAjvqhZesiQ65lqJu4XwBoGWGwW6wD8pP9AfmaQ+1jTsKOhE3NkCdgQD5Jn0nrO+q78Pjq/QCAX114lDplPJWV54oM+WgBuX+g2xgT1oOFOwMmVJoD8unTp+MXv/gF9u3bF43zUIr5/fv78cDbu/H65vp4H4WIdNDU7UBrjxNGg6T2TGslSRKuWqxkyf+69kjCr0Db2dCNQ219sJoMWDq3dNTbau3zPtQaWv94uPcfTO0f50C3hCP6gF0+ZYLwh/51Z2dy3dm4MtJgN7cPauuK1gz5WKvPYtlDDgDzJ+Qiy2pCV78bu6MU3ABKuw+grIlLNGKw2/6WXnX4XDhWrNoHj0/G8vlluHDR6BeDU0WZ/6JEKAF5lZaAXGN1m1aaA/Ibb7wRb731FubMmYPjjz8ejz/+OJqamqJxNkoBTf4rtqPtyCSi5CEGEs0oyQqpN2skFy2agCyrCYfa+qLeaxipf29TsuNnzSkZs6xca5+3GOg22sqzYe8/ggz59BQeCJSoMoJ6yLfWdaHT7kZOmkn9YE/jgzrYbdBAy07/R6QMi1FzgFnq76kdaahbW4wz5CajASdOEX3kbVF7HBHo5o/QQhRPhVlW9SJruGXrNrsLH+9vBQDctnRm1FbWJRs1Qz5KyXpNh/K+OimECetCwmXIb7vtNnzxxRfYvXs3li9fjieffBKVlZVYtmwZnnvuuWickcYx8YLZ3Z8cfaJENDqR2VkYZv+4kGk14eJjlH2fz69J3OFuSrm60j9+/oKxMxRa+7w1B+QRZMgPMEOesNKDesg/2Kt8CD9tVklKrjYaz8Tr5uANEx1OJdiakJeuOfASPeTDDaOSZTnmJetAUB95FC+2dvpL1hNt7ZkQvP4sHO/ubILbK2N2WTZmlGbrebSkJoa6NXY5RrzoLTLkkzXM3xDzXw6390WlzTbsV/KZM2fivvvuw759+/DJJ5+gtbUV3/72t/U8G6UA0ePTxYCcaFwQK88WhNk/HkwMd1u1u3nU8rN42lRjQ72tH5kWI84IYdq1lj5vWZYDK89C7OsWHxpqOuzodoT+utrjcKPZX7HEHeSJR+0h9wEf+gPyszhdfdwRg91qOuzo7AuUMosMuZYJ64KYsj7cULfufg9c/hWMRTEqWQeAJdOLAADrqzs0rYDUwqaWrCdehhwIBOTh9pH/W1wIHmNuSaoRP+8uj0+9KBPM7vKoVbmTNZSsF2VZUZpjhSwDe5v0z5JHdGl1/fr1uPXWW/HVr34V+/btwyWXXKLXuShFMENONH7IsqyuPIs0Qw4AM0uzceKUAnh9Ml5aXxPx/UWD2D2+bF4Z0syhleiHWvrW1utCr38NWaiTtPMzLajwl+ztaewJ6XsA4GBrYJp7TlpiZpRSmQjI+9zAnuZeGCTgtJnFcT4V6S033axWw2wLGuwWnCHXSh3qNkyGvLVXCdJz0kwhv37pYVZpNgoyLbC7vCOueYtUl//zZSL2kAPAcf5J61vrbJovSrT2ONVy/1Aqs1KJ1WREUZZyEaZxmNVnNf6VZ7npZs0Xa6LZR645IN+3bx9+/vOfY+bMmViyZAl2796Nhx9+GM3NzXj55Zd1PyCNX16fjG6HUvbBDDlR8jvSbkdXvxsWkwGzyvQpoRNZ8pfW10QtkxIur0/GW9tFlqI85O8L9U1dZMcn5KdrWkMW6CMfOql5JP/aolxYmFHK7HgiEiXrMpTA7JhJ+cjPTMzMH0VGHexWa1O/1uGPpSfma19xJ0rWbXY3nB7vgN8TQXqJv8w3VgwGCYunRnf9mciQ5ydoQD61KAt5GWY43D7Nq7T+s6MRPhlYWJmnaVJ4qhCrz4arClHL1cP4e4tmH7nmgHz27Nl45513cOONN6Kurg7vvvsuvvWtbyEri2/ipE1wEK6ltJKIEtNWf6ZjbnkOzDr1tn55XhmKsqxo6XFi1a5mXe5TL+sOtaO1x4ncdDNOmR56tlK8qe9sHD1grm5TerqnFGl7f9XaR77mYDue/bwaAPDdU6ZqeiyKDTHUTQilPYKS0/wJSkAePNitU2TIwyhZz8sww+J/PR7cR672j8ewXF2IZh+5zyernzFz0xPzwpXBIKnrz7T2kYvKrPMXhH4hOJWU5Sj/Toab01IjVp5p6B8XxOaYhMiQ7927F+vWrcMtt9yC0tLR17sQjSZ41QMz5ETJL1CuHnn/uGAxGfDNEyoBJN5wNzFdffn8MlhMob+dioC5tqN/1Ne+Q23aVp6p96/hKn6Pw407/r4Vsgx884RKBnoJKn1QOfFZ3D8+bi2szAMwcPWZyJCHU7IuSdKIq8/iMdBNEPvIN9Z0wuH2jnFrbbodboh5Xok61A0AjlEHu3WE/D0Ntn58cbgTkgScx3L1YY22i/xwu/K+GkmGfE9TDzw6V+xpDshnzJih6wEoddmCM+T9+k8sJKLYEh8gF+jQPx7smydMgkEC1hxqx4GW0Puio8nl8eE/O5SVn1p7+PIyLOoH6z2jBM2H/QG5ll2pQOAq/r6m3jHL/H/5712ot/WjsiAdP/3KXE2PQ7FjNEiw+i/6lOemYRanKo9b8ypyYJCU4LmpywGP14cuf/5iYhgZciAw6Kqle1BA3hu/gHxKUSbKctLg8viwKcxJ4yMRA4MzLUZNF0tj7bigwW6hrMEEgDf9F4KPrypQS7NpIPH3MmyGvEOUrGu70A0oU9kzLUY4PT61pUwvIf2UFhQUoK1NGR6Qn5+PgoKCEf8jClVX0PTDfrcXLk9i9YcSUeg8Xh921CvB5QIdM+QAUJGXjrPmKBVZL6xNjOFunx1og83uRlGWFSf6eyG1mBNCWbm68kzjXvCJ+enItprg8vpw0L9bfDjv7WzC3zfWQZKAxy5dNOYOdYovMdjtjFlF3Dk8jmVYTJjpv+Cytc6G5h4nfJBgNkphl5aXqBnygQFKPDPkkiSpWXK9y9YTfcK6sLAyD2ajhJYeJ+o6hw4gGw6nq49NrD4bLkMezsozwWCQQnrvDkdI774rVqxAdrby4rBy5UpdD0Cpy9bvGvDrboc7pms3iEg/B1v70O/2ItNixFSNAWQorjppMlbtasarG+tw5zmzhvTUxtprm+sBAF+ZXwajQXtwNLciB//d3TxiL5rXJ+Ow/4OD1pJ18aFh/eEO7GroxuyynCG3aet14ievbQcAXH/qVBxfxQvqiS4nzYxOuxunc7r6uLdgYi72NPVge10XsizK60t5bhoMYbzWAEGT1gdnyOPYQw4ofeSvba73Twyfpdv92hJ8wrqQZjZiXkUuttTasPFI55jbNKrb+rC9vgtGg4RzjyqL0SmTT7maIR94kcPt9aHepnwtnAw5oLx3bzjSiV0N3bhw0YTIDhokpE80V1999bD/nygSnX0Deye7+hmQEyUrMdDtqAm5YQWoYzllehGqCjNwuN2ON7Y04JsnTNL9MULV2uPEOzuULMUlx1WGdR9jDV5rsPXD5fHBYjSgIoy+0bkVgYD84mMG/p4sy/if17ajvc+FWaXZuP3smZrvn2LvJ+fOxD8/3ITTZhTF+ygUZQsm5uGVDXXYWmfD5AIluAinf1xIxAw5EBjstrWuCz0ON7J1WrkoStYTPSAHlH3kW2pt2HCkAxcdPXqA96Z/mNvJ0wr5eXkUgSnrAy9A1Xf2w+uTYTUZ1H8TWmkdmhqqkBsrnnnmmVF/v6enB9/97ncjPhClDtugYUbcRU6UvET/uBhIpDeDQVJXoD2/5kjI/XbR8MqGWri9Mo6elIejJoRXnj/PPxxmf3PvsO06YvDMpMKMsDPwwPAfGl7dVI/3djXDbJSw4rJFmlaqUfycNbsEyyf5ws6SUvJY6J/Dsb2+Sy1lrsgLv1+4NGf4XeRtcewhB5Q1bpMLM+D1yfjicOiDzcaiZsgTdMJ6sOA+8rGIQaIXsFx9VCIg73V60BO0xelIR2DlWbivo4G1ot26fg4JOSC//fbbcd5556GpqWnI77377ruYN28evvjiC90ORuNfl31gyTonrRMlLzFhXe/+8WBfP3YirCYDdjV2Y3PQjt5Y8vpkvLhO6WO/8sTJYd/PWH3eav+4xnJ1IfgqfvCHhrpOO+77104AwG1nz1Q/XBBR4phVlg2L0QCb3Y31/kBtQm74GfLiYYa6ebw+tPcpn8PiFZADgWnreu4jFwmf3GTIkFcpAfne5p5RVwDvberBvuZeWIwGLJvHcvXRZFhM6nT94D7yGnGhuyC891UAmFmaDaNBQnufa8gFrkiEHJBv3boVfX19mDdvHl566SUASlb8O9/5Ds4//3xceeWV2LBhg24Ho/FvSIbcwUnrRFr1ODzYY5N0X8GhhdPjxW5/JnahzhPWg+VlWNRBNi/EaQXaB3taUG/rR16GGV+JYAesJEmYE3SlfbBDreGtPBNmlGbBZJBgs7vVSbM+n4wf/30bepweHDs5HzecOi3M0xNRNFlMBswpV2Y3ratWMseRZMhLhll71tHngiwrE/zz4zj8bPE0pQVDz8FuomQ9PwkC8pLsNEwqyIAsA1tqbCPeTuweP21WcUKvcksUYrBb8KR1daBbGCvPhDSzEdOKlfflnQ1dEZxwoJAD8qqqKnzwwQe49957cd111+G8887DUUcdhbVr1+Kzzz7Dgw8+CLOZPyAUuk770B5yItLmkff24Q+7jXhr+9DqpVjZ09gDt1dGfoY57LU8obrKX7b+5vZGdPS5xri1/p5fq1wIuOy4SqSZIyv1Hq0XLdIMudVkxPQSZbieCPif/fww1hxqR7rZiEcvWRiVXn8i0odYH+nzF7hE1kOuBCftfU714q0IzgszLXF9LVjs31Kxq7EbnTq9pidTyTqg9JEDwIYR1r/JsqyWq3O6emjKhtlFfliHgBwIvHd/pmNVh+blfDfccAOWLVuGt99+Gx0dHXj55Zdx/PHH63YgSh2iZL0wU3nBZA85kXai72zHCNO6YyF4/3i01zEtrMzDgom5cHl8+PuG2qg+1mBH2vvw0b5WSBJw+YmRD5WbO0qGXPSQV4UZkAff/86Gbuxv7sHD7+wBAPz0K3Miul8iir7B7T8T8sPPkIugW5aBtl7ls1c8d5AHK862YmapcvFw7SF9ApxkKlkHAgH5xiPD99Fvr+/CkXY70s1GLJ1TEsujJS0xab2pO6hkvUN5Xw13wrpwwSLloshf1x0ZMigxXJoC8s8++wwLFy7Enj178M477+Dcc8/F4sWL8fjjj+tyGEot4gVTrHlgQE6kjcPtxSF/JrXaf+U3HmLRPx5M9G6/sO4IfL7YDXf7q793/NQZxRG/oQMj93m7PD7UdoS38my4+99WZ8Ptr2yFy+PDaTOLcYUOFxOIKLqCB2RKkNUS3HAYDBKKspTkhwgg4j1hPdjJOpetq1PWk6S0+zh/H/nmGtuw7WeiXP2sOSVxX/mZLMpyB5asy7KMmo7wd5AHO2NWCY6elAeH24enPjgY2UH9Qg7If/SjH+HMM8/E+eefj02bNmHZsmV45ZVX8Mwzz+D+++/H6aefjurqal0ORalBvGCK0pHRhlkQ0VB7m3rUcsbDbYkQkOfF5PHOX1iBnDQTajv68dH+1pg8psPtxSv+jLwom4+U6PPu6nejIXjwTIcdPhnItBgj+rAsMuSr97Rge30XctPNeOTrC6JexUBEkZtWnIUMi9IWk2sBzEbNRa0DqJPW/YPd4r2DPJg62O1gmy73J1og8zOTo2R9Zkk2sq0m2F1e7GnqGfB7Pp+MN7cpazZZrh46NUPu30Xe0uOEw+2D0SBhQoStdZIk4Y5lswAAL66rQYOtf4zvGFvI/7rfeOMN/Pe//8Wjjz6KtLTAVbrLLrsMO3bsQG5uLhYsWBDxgSg1eH2yGoCLK1XsISfSJrj3uM6/tzrW7C4P9rcoHyAWxihDnm4xqvu//7o2NsPd3trWCJvdjQl56Thjtj4lg8P1eQNB/ePFmREFzyJDLtx/0VHqh3IiSmxGg6SuVczXIWYePNgtkTLkJ04thEECDrb2obk78hLgQA95cmTIDQYJR6tl6wP7yDcc6URjlwPZVhNOm1kcj+MlpTL/VgKRIT/sf1+tyEuL+OIWoFxEOmlqAVxeH37//oGI7y/kE23btg1f+tKXhv290tJSvPHGG3jqqaciPhClhu5+N0SFZqBknVPWibQIDuK8Phm1nbHPku+o74ZPViaalsQw2BNl16v3tOD1zfVRfzwxzO3yEyfpOgBpuD7yw+pAt6yI7jsvw6IOgjp/YQWzK0RJRlzkLLBG3ppT7B/sJgLeROkhB4DcdLN68WFNhGXrPp+sJniSpYccCNpHPiggF+Xqy+aVRTxINJWIFg/RQy52kFfp0G4GKFnyH/mz5H/fUIsj/rkv4Qo5IM/IyIDb7ca0adOwe/fuYW9z1VVXRXQYSh2ifzzLakKhv6+JGXIibQZP5xaBXCwFBrrFJjsuTC3OwlUnTYYsA7e9sgWvfBG9AW876ruwpdYGs1HCpf7MvF7mVSh/b8HrU8RcgCkRToIFgLvOnY2Lj5mA+y88KuL7IqLYuuLEyTh7TglOLYu8+imRM+QAsFinsvUeh0dt5Uqm9WAiIN94ODDYzeP14e3tolw9/DWbqUj0kNvsbjjcXtT45+xMirB/PNjxVQU4bWYxPD4Zj/93f0T3pSlnbzab4XDoM02OUpsoJ8pNN6svmOwhJwqdzyeru7/L05VPH9VxCMi3+vvHgwcQxcp9F8zDFSdOgiwDd766Tc1i6+0F//2ee1S57h9eh1t9Vt3WC0ApWY/UBQsr8Nili5IqU0REiqqiTDx1+SJUZUd+XyU5ymtXq3+oW1sC9ZAD+g12s/Urny8zLEZYTcmTUV5YmQejQUJDl0Mts15b3Yn2PhfyM8xYMr0ozidMLjlpJnUGQ1OXQ82QR7rybLAfLZsJAPjnlnrsb+4Z49Yj01xEf+ONN+Lhhx+Gx8PyYgqfyJDnZZiRk6Z8UGSGnCh0RzrssLu8SDMbMC9fCcgPpVCGHFD67u6/6Chcu2QKAODe13fgz58c0vUxuvrdeH2LUhJ/1WJ9hrkFEwF5XWe/+hpYrVPJOhGRUOovWU/UDPnxVfkwGSTUdfarWybCIQYG52ckx0A3IdNqwpxy5crLphobAOCt7U0AgOXzy3Xpe04lkiQNmLQuSsonFei78nPBxDwsm1sKWQZWRpAl1zw7/4svvsDq1avx3nvvYf78+cjMHPgHe+2118I+DKUOkSHPz7AEMuT9bsiyzAnARCEQPcczS7NQmqb0nFW36hOQO9xebK/vgneMlWIOtxdH/GVgCybk6fLYWkmShHvPmwOr2YA/fHgQ97+1Gy6vDz84fbou9//qxjo43D7MKs1WSwr1lJthxoS8dNTb+rG7sRvzJ+Si2T8FeYpOvW5ERCJD3tLtRL/Lix6nklhLlIA8w2LC0ZPy8MXhTnx2oA3fOCG89YydQRWYyea4yQXYUd+NjTU2LJKB93Y1A+B09XCV56bhUGsfmrr71c8qVUX6ZsgB4PZlM7FqdzPe2t6IHzR0qa1oWmgOyPPy8vC1r31N8wMRBRNXMHMzzMjxv2j6ZKDX6UF2WvK9iBLF2q5GpVR8TlkOih1Kz9nhCIeKCHf+Yxv+5R8kE4rJhRlxLYmWJAl3fnkWrCYDVv53Px55Zy+cbh9uXTojogt8sizjhXVKufqViydH7WLh3Ioc1Nv6sauhG9lpyttyQaaFZeZEpJsSf4a8tdep7iJPMxuQZU2cvdaLpxXhi8Od+Pxge9gBeVdQBWayOXZyPv7y+WFsqulEWraEbocHpTlWHF9VEO+jJSWxVWRPU4/6c6FnD7kwuywH5y+owL+2NmDFqn3489XHa74Pzf8Kn332Wc0PQjSYCMjz0s1IMxthMRng8vjQ7WBAThQKkSGfU54NizLzBY1dDthdHmRYIvuAta5a6eGbVJABi2n0MjmjJOG7X5oS0ePpQZIk3Lp0JqwmIx5+Zw8eX70fTo8Pd50zK+xAes3Bdhxq7UOmxYivHj1B5xMHzC3PwapdzdjV2K1msaYUMTtORPopyrJAkpSNHGLXdXG2NaGqEk+eVojfrd6Pzw+2h10xqX6+TMKA/LgqpQprT1MvpH7lz/6V+RW6bvZIJWIX+bpDStKiONsa8eejkdy6dAbe3NaA/+5uwaaaThwzSVtFXeJcFqOUMvgKZk6aGW29TnT59/wS0ejEELC5ZdlobFMubtn63TjcZldXaYXDZnepJdNv3XxK0l0g+/7p02A1GfDLN3fh6Y8OwuH24ufnzw3rg50YEnfxMROjmkUKXn022X/1ngE5EenJZDSgMNOCtl4Xdvov6CbKQDfh6El5sJoMaOt14kBLL2aUap9mFwjIk6uHHADKc9NRkZuGhi4HdnQqF8M5XT18Yhf59nqlonByFLLjwtTiLHztmIn4+8Y6PPbePrzw3RM1fb/mTxhHH330sB9sJElCWloapk+fjmuuuQZnnHGG1rumFNIZ1EMOALnpJrT1OjlpnSgEbb1ONHc7IUlKD3njDqUvakttF6rb+iIKyPf6MycT8tKTLhgXrj1lCiwmA+55fQf+8vlhuLw+3H/hUTBoyDI0dTnU/r0rT9J/mFswMdhtf0sPpjYrgTgDciLSW3F2Gtp6XdjlX7OYKP3jgtVkxPFVBfj0QBs+P9geXkDun7Kel4Q95ABwbFUBGvwtYxPz0rAoDhtMxotyf8m6mIczOcpzWW4+awZe31KPTw+0Yc3BdnWVXyg0j+w755xzcOjQIWRmZuKMM87AGWecgaysLBw8eBDHH388GhsbsXTpUrzxxhta75pSiNpD7n/BFH3knLRONDax7mxKYSYy/ZnbKv+V30j7yPf513bMKtNhz04cXXnSZPzm6wsgScCL62pw56vbxhxSF+zlL2rg9ck4oaog6n8XE/PTkZ1mgtsr46N9rQAYkBOR/kr9LTFqhjzBAnIg8n3kyVyyDmDA8NCvzC9PqJaCZCOmrAt6rzwbrLIgA5cdXwkAeGzVXshy6J85NAfkbW1t+NGPfoRPPvkEjz76KB599FF8/PHHuOOOO9DX14f33nsP99xzD371q19pvWtKIYG1ZyJDHpi0TkSjU/vHgzLhVf4A7lCEk9b3+gPymWFkJhLNJcdVYuVli2A0SPjHxjqcs/JjvLGlHh6vb9Tvc3t9eGl9DQBlmFu0SZKkZsl7HMrkYwbkRKS3En8ALvZcF2eljXbzuDjZH5CvPdSh6SKqILb45KUnX8k6oAx2E74yvyyOJ0l+5TEOyAHgh2fMgMVkwBeHO/Hx/tAvKmkOyF955RV885vfHPL1b3zjG3jllVcAAN/85jexd+9erXdNKaRLvGAG9ZADzJAThULtHy8PBORT/G801W29Ed33vibl+2eVjY8d2BcumoAnLz8G2Wkm7G/pxS0vb8HSxz7CK1/UwuUZPjD/765mNHc7UZRlwTnzYvOBaHCbQRVXnhGRzsSkdSERM+TzJ+Qi22pCV79brQbTQiR8knVLxdzyHFywoBwnl/owe5y8D8dLQaYFlqD97dGYsD5YWW4arvK3uT36XuhZcs0BeVpaGj7//PMhX//888+Rlqb8Q/f5fOr/JxpOZ9CUdSAoQ+7PDhHRyES54dwBGXIRkIefIZdleVxlyIVzjirDp3ediTuWzUR+hhmH2+2489VtOOO3H+L5NYfhcHsH3F4Mc7vs+Moxp8zrJfjiSkVuGtItxpg8LhGlDrHFQUjEgNxkNODEqcqar3DK1rv8ny/zk3CoGwAYDBIevWQ+LpvqY7l6hCRJQmlu4Gc8Vhe6v3/6NGRYjNhW14XVe1pC+h7NnzRuuukmfO9738Mtt9yCF154AS+88AJuueUWfP/738fNN98MAHj33XexaNEirXdNKcLrk9XhbaJkPSdd6YNlyTrR6PpdXhxqVbLY84KCODE9tNPuVkv2tGrpcaKr3w2DBEwrHl9X5nPTzfjhmTPw6V1n4qfL56A424p6Wz/ufWMnvvTIB/jzJ4dgd3lwoKUXnx9sh0ECvhnmHtxwzB2m/YCISE8l2YkfkAPKPnIA+Pxgu+bv7RxUgUmprTxHmbSenWaK2c9EUZYV315SBQB48v0DIX2P5inr99xzD6ZMmYInnngCzz//PABg1qxZ+NOf/oTLL78cAPC9730P3//+97XeNaWIHocbooIjd1CGnCXrRKPb29wDn6zslC3OtsLjUapKMq0mlOZY0dztRHVbH46epD07ICasVxVlIs08PjO0mVYTrjt1Kq5aPBmvbKjF0x8eREOXA/e/tRtPfXhQLWk7c3YpJuZHv7xNmFGSDbNRgtsrs3+ciKKiOAlK1oFAH/n66g64vT6YjaHlD30+ObBWN0mnrJO+xGC3yYUZMa04uP5L0/DcmiPY3xJa20VYtXhXXHEF1qxZg46ODnR0dGDNmjVqMA4A6enpLFmnEYkJmJkWo1oOKnrImSEnGp060K08Z8ibiwjkwi1bVyesj6Ny9ZGkmY341uIqfPjjM/Dw1+ZjcmEGOvpc2FJrAwBceVLssuMAYDEZML1E+XtnQE5E0VA6qGS9KCsxy7pnlWajINMCu8uLrf7X5FD0OD0Qc+CStYec9CUGu00uiO37am6GGdd9aWrItw+7Oc7lcqGurg41NTUD/iMaS6CcKPBGwAw5UWh2NSr7Y4fbNT6lSCkzDzcgFxny8dQ/PhaLyYDLjp+E1befhpWXLcLCibn48rxSnDqjOOZnufzESZhSlImz5pTG/LGJaPwLzojnZZhhNSVmJZTBIOGEKqWP/IvDnSF/n+gfz7AYE/bPRrG1bF4pJhVk4MJFFTF/7G8vqUJeemjF6JpL1vfv349rr712yGA3WZYhSRK8Xu8I30mkCKw8C1y9zFGHujEgJxqNyJAHDwETpuqVIU/yHeThMBkNuOjoCbjo6AlxO8NVJ01Wp7MSEenNajIiL8MMm92N4qzELFcXjqvKxzs7m7DxSOgBua1frDxjdpwUx04uwMd3nhGXx85OM+Pl6xdj3kNj31ZzQH7NNdfAZDLhzTffRHk5F9aTduIKZnBAzgw50di8Phl7/FnsecNkyKsiCMh9Phn7mpVhcamUISciSiUl2VYlIE/Q/nFB7OPeVNOpJv3GIjb45CbphHUafyaGuGpNc0C+ZcsWbNy4EbNnz9Z8KCIA6gTovPShJevd/Vx7RjSSI+19sLu8SDMb1PL0YME95KF+gBHqOvvR7/bCYjSgqjB2w8yIiCh2SrLTsK+5N+ED8nkVubCaDOjoc+FQW19Imz8Cny+ZIafkormHfO7cuWhr074XkEgQJevBAzfEULd+txcujy8u5yJKdLsalXL12WU5MBqGBtuTCjJgkAC7y4uWHqem+xb7x6eVZMEU4kRbIiJKLmIXeaKXrFtMBiycmAcA2BhiH7mosszPZEBOyUXzp66HH34Yd955Jz788EO0t7eju7t7wH9EYxFT1vODAvLsNBNEMo995ETDU/vHhylXB5QPMJX+8iitZeuBCevja/84EREFnD2nFAWZFpw2K/aDK7U6tkopWw+1j1x8vsxNZ8k6JRfNJetLly4FAJx11lkDvs6hbhSq4UrWDQYJWVYTehwedPW7UZTgV26J4kFkyIcb6CZUFWbiSLsd1W19OGlqYcj3LSaszyob+b6JiCi5nTu/HOccVZYUM6COnaQE5BuOdIR0+8AWH2bIKbloDsg/+OCDaJyDUshwJeuA0kfe4/BwFznRCMbKkANKH/lH+1rDz5CXMUNORDSeJUMwDgQGux1s7UNnnwv5maNnvtWhwewhpySjOSA/7bTTonEOSiG2EV4wlT7yfk5aJxpGa48TLT1OSBIwe5S1ZFOLlcFuh1pDD8jdXh8OtnLCOhERJY78TAumFWfiYGsfNh7pxNK5paPefri1ukTJIKzJPZ988gmuvPJKnHzyyaivrwcAPP/88/j00091PRyNT2rJ+qC1FOqkdQcnrRMNtttfrj6lKBMZlpGvpYpJ64fbQw/ID7f1we2VkWkxYkJeemQHJSIi0slxkwsAABtrxu4jH+nzJVGi0xyQv/rqq/jyl7+M9PR0bNq0CU6nMsm3q6sLDz74oO4HpPFHXMHMH3QFMyddCTKYIScaKpT+cUDpIQeUFWlenxzSfYvd5jPLspOmlJGIiMY/UbYeyqT1kSowiRKd5oD8/vvvx9NPP40//elPMJsDP/BLlizBpk2bdD0cjT8+n6wG3MP1kANgDznRMELpHweAirx0WEwGuL0y6jv7Q7rvwIR1lqsTEVHiEJPWt9bZxlyLGyhZZ4ackovmgHzv3r049dRTh3w9NzcXNptNjzPRONbj8ED2J+1yh+0hZ0BONJydDV0Axs6QGw0SqgqV1WeH2npDum8xYZ3940RElEimFmWiINMCp8eHHf73weH4fHJQyToz5JRcNAfkZWVlOHDgwJCvf/rpp5g6daouh6LxS6ykyLAYYTUZB/xeoIecATlRMLvLg0P+qeljZciBoD7yECetByasMyAnIqLEIUkSjvGvP9s0yj7yXpcHvhESPkSJTnNAft111+GWW27BunXrIEkSGhoa8Ne//hV33HEHvv/970fjjDSOBPrHh5YT5fhfQNlDPr619Tpx0ZOf4Xer98f7KEljb1MPZBkoyrKiJDttzNtPKVJWl4Wy+qzf5cWRDjsAZsiJiCjxiD7yDaP0kYuVZ+lmI9LMxhFvR5SINK89u/vuu+Hz+XDWWWfBbrfj1FNPhdVqxR133IGbbropGmekcUSUEw139TLQQ84p6+PZc2uOYEutDUfa+3DTmdM5RCwE6kC3ELLjADClSJSsjx2QH2jphSwDBZkWFGWx746IiBLLcf4+8g1HOiHL8rCfGzpZrk5JTHNALkkSfvrTn+LHP/4xDhw4gN7eXsydOxdZWVnROB+NM12j7IjklPXxz+314aX1NQCATrsbTd0OlOdyzdZY1IFuY/SPC1oy5HubRf94Fi+OEBFRwpk/IRdmo4S2XidqOuyY7N8mEkxMWGe5OiWjsPaQA4DFYsHcuXNxwgknMBinkKkrKYYJyNlDPv69t7MZrT1O9dci0KTRac+QKx9W6m39cHq8o96WE9aJiCiRpZmNOGpCLgBg4wh95LZREj5EiS7sgJwoHJ1qyfowPeRp7CEf715YewQAYDIomVgG5GPz+mTsaVSC5lAz5EVZFmRbTZBloKbdPupt9wbtICciIkpEx00OlK0Pp8v/+XK4GUVEiY4BOcWUyJDnj5Yh73dDFrvRaNw40NKDNYfaYZCAby2uAgDsZEA+psPtfeh3e5FmNqiZ77FIkoQq/23H6iNnhpyIiBLdsZMLAAAbRxjs1jlKBSZRomNATjE1eg+58jWfDPQ6OdhtvHlhrdI7vnROKZbOKQEQKMWmkYkqgtllOTAaQu/xFsH7aH3kXf1uNHY5AAAzGJATEVGCEpPW97X0DFtJGeghZ4ackk9IAfkxxxyDzk7litQvf/lL2O2jl0ASjURMWc8b5gUzzWyExaT8SHY7GJCPJ31OD17dWAcAuGrxZMzxl17XdNg5M2AMWvvHhVB2ke/3Z8fLc9M4CIeIiBJWcbYVkwszIMvA5pqhWXJbP6esU/IKKSDfvXs3+vqUD3X33Xcfent7o3ooGr9ESVHuCC+Yah+5nUHaePKvrQ3ocXowpSgTS6YVIT/TgopcZZ+26I+m4WmdsC5MLR67ZD0wYZ3ZcSIiSmwiSz7cYLeuUVoiiRJdSGvPFi1ahG9/+9s45ZRTIMsyfvvb3444Wf1nP/uZrgek8UWUGY00dCM33YS2XiezpuOILMt4fo0yzO2KEyfB4C+7nluRg4YuB3Y1dOGEKQXxPGJCExnyeRoz5FWFY5es7/MPdJvFgW5ERJTgjptcgNc21WPDMH3kYso6S9YpGYUUkP/lL3/Bz3/+c7z55puQJAn/+c9/YDIN/VZJkhiQ06jUkvWRMuTpnLQ+3myqsWFXYzesJgO+fuxE9etzK3Lx390t7CMfRUuPA609ThgkpYdcCzHUrbXHiR6HG9lpQ//NMUNORETJ4rgqJUO+pdYGt9cHszFQ6Ns5xudLokQWUkA+a9YsvPzyywAAg8GA1atXo6SkJKoHo/HH55MDQ91G6FcNnrRO44NYdXbBwgrkBVVGiBJsBuQj2+0v559SlIl0i1HT9+amm1GUZUFbrwtH2u3qDldBlmV15dlsZsiJiCjBTS/OQk6aCd0OD/Y09mD+xMD7WhenrFMS0zxl3efzMRinsPQ4PPD5t5mN2UPOgHxc6Ohz4a1tjQCAK0+aPOD3RAn2vqZeuL2+mJ8tGaj94xW5Y9xyeFNGWX3W1utCp90NSQKmlwzfgkRERJQoDAYJx6j7yDvUr8uyrJascw85JaOw1p4dPHgQN910E5YuXYqlS5fi5ptvxsGDB/U+G40zYgJmhsUIq2n4bJ+aIeeU9XHhlQ21cHl9WDAxFwsr8wb83sT8dGRbTXB5fTjYykGRw9nZ0AVA+0A3Qe0jbx0akIv941WFmUgza8u+ExERxcNxakAe6CPvdXrg9Wd8uDGEkpHmgPzdd9/F3LlzsX79eixYsAALFizAunXrMG/ePKxatSoaZ6RxQuyIHKlcHWDJ+nji88n46zqlXH1wdhxQZk7M8WfJRSaYBgp35ZkwpVgMdht6wUOUq88sZXaciIiSw7GTlSGwGw93QpaVIFx8vkwzG3iBmZJSSD3kwe6++27cdttt+PWvfz3k63fddRfOPvts3Q5H44s6AXOUcqKcdOVHkgF58vtofytqO/qRm27G+Qsqhr3N3PIcrK/uwK6Gblx8TIwPGAdrD7Xjz58cwtI5pbj4mImwmEa+Jmp3edQJ6eFmyKf6S9ar2+1Dfk8E5LM40I2IiJLEwspcGA3S/2/vvsOjqtI/gH+nZSZlMimkkEJCCKEbILSAIFUsuKKoiA1ZBAsogmVl1QX2t6viCrqsYFkVbKDg4iqu0ptIaDEQSkgoSSjppLfJlPv7YzIDgUBmkpm5M5nv53l8HjO5c897c4LyznvOe1BQWY+8inpEBnhfUfDhcnVyTzZXyDMyMjB9+vRrXv/jH/+IEydO2CUoap8sHdatqJBzD7n7+6rxqLP7kqKu25DMXPn1hMZuOzOLMPWzA9iaUYRX1h/FLf/Ygc/35qBeZ2j2+pMFVRAEIEStRIha2aoxO3cwVb+zi6stlQQzS4d1NnQjIiI34eMlt/SgOZRj2kdu3hLJhm7krmxOyENCQnD48OFrXj98+DCbvdENlVvRAZNN3dqH86W12J5ZBMB09vj1XNlp/eqEsT3ZfLwAM79IhVZvxICYQISqlcivqMeCH4/j5sU78PHuM6jRNu2bYGno1srqOADEBPtAIjH1ZCitabC8bjQKOFXICjkREbmfpMZ95KmN+8it+fslkSuzecn6jBkzMHPmTJw9exZDhw4FAPz2229YvHgx5s2bZ/cAqf24/B/M6y8putzUjQm5O1t94BwEARjetQPiQq6/R7lrmB/kUgnKa3WWpWftzf/S8zHnmzTojQLu6BOO9yb3g1EQsC71Aj7ceQYXy+vwxs8nsWLnGUwf1hmPDY2FxlvR5v3jAKBSyBCh8cbF8jpkl9Qg2M9Uab9YXoeaBgMUMonlvHIiIiJ3kBQTiJW/5eBQjjkhN6/A5JJ1ck82J+Svv/461Go1lixZgvnz5wMAIiIisHDhQjz33HN2D5DaD2uWFPlzybrb0+oNWHvwPIDmm7ldSSmXIT7UDycLqnAir7LdJeTfp13AC2uPwCgAE/tG4J37EyGXmRYmPTokBg8OjMZ/0y5ixc4zyC6pwZItWfh491k8NjQGvzd+8t+WCjlgOvrMnJAPiDU1wzF3WO8S4geFrFWHbRAREYliQGNjt5MFlajW6lkhJ7dn89/EJBIJ5s6diwsXLqCiogIVFRW4cOEC5syZA4lE4ogYqZ2osKnLOo89c1cbjxXgUk0DOmpUGNO95W0sPdtpp/VvD57DvMZk/IEBUVjyQF9LMm6mkElx/4BobJ13C5ZN6YduYWpUafVYvuMMTjY2XWtLhRy4fBZ59hVnkVv2j3O5OhERuZlwjQqRAd4wCsDhc+VXNA1mQk7uqU2lEbVaDbWaf6Ej65TVWlEhb9xDXqczoEFvdEpcZF9fNjZzmzKo0zUJaHMu7yOvcGhczvRlSg7+9J+jEATgkSGd8Na9N0Emvf4HljKpBH9IjMAvc4bjo0eT0CdSAwAI81dazhJvreYS8ixzh3U2dCMiIjc0INZ8HnmppUIeeIMtkUSuzOYl60StZf4E80Z7yNUqOSQSQBBM+8g7+LWuuzSJIyO/EodyyyCXSvDgwGir3tPeOq1/8utZ/O1/GQCA6Td3xmt39rB69ZBUKsH4XuG4tWcYDp8vR5Cv1w0TeWs0XyE3nUvOCjkREbmjpJhA/HA4D6m5ZVA2HiF6oxWYRK6MmwfJaaxZsi6VSuCnNH1OxH3k7uerfabq+Pje4Qj1V1n1HnOF/HxpndvP+fIdpy3J+DMju9iUjF9JIpGgX6dAxLSxOg5cTshzLtXAaBSgNxhxpsiUkLPDOhERuSNzp/W0c+UoqeaxZ+TemJCT01hTIQeu3Efu3smZp6mq1+H7tIsAgEcG37iZ25UCfLwszdxOummVXBAELN2ciX9sygQAzB2bgJfGd3OJvhpRgd6QSyWo1xlRUFmPnEu1aDAY4a2QISqwfTXRIyIiz9A93B9+SjmqtXpLDxoNu6yTm7IpIdfpdBgzZgxOnTrlqHionTIahcvHUrTwCSbPIndP36ddRG2DAfGhfhgSF2TTe3t0dO9l60u3ZGHZ9tMAgFdu7445Y7u6RDIOAHKZFJ2CfQCYlq1nWRq6+UHaxuXwREREYpBJJejXKQAA0GAw9RxihZzclU0JuUKhQHp6uqNioXasSquHUTD9u6aFPT6XzyJnp3V3Yq6OPzy4k83JqDt3Wi+u0uL9HaZk/C8TeuKpW7qIHNG1OjcufT9bUoPMAnZYJyIi99e/U2CTr9nUjdyVzUvWH3nkEXz66aeOiIXaMfP+cW+FDCqF7IbX+ntzD7m7uVStxeHz5QCA23t3tPn9Pd24Qr4zswiCAPSJ1OCPN3cWO5xmWfaRX1EhZ4d1IiJyZ+ZO62askJO7srnLul6vx2effYatW7ciKSkJvr5Nmw4tXbrUbsFR+1FeZ33DDe4hdz87M4shCECvCH+Ea6xr5nalXo0V8lOF1WjQG+Eld5/2FttPFgEARllx5rpYOodc7rSec8nUbZ0VciIicmd9owMglQBGAVDKpS0WfIhclc0J+bFjx9C/f38AQFZWVpPvucqeSXI9ZY0V8paWqwOX95AzIXcf2zNNSemYVialUYHeUKvkqKrX40xxtWVPuatr0Bvx66kSAK1/dmcwV8hP5leioLIeACvkRETk3tQqBbqF+yMjv5LVcXJrNifkO3bscEQc1M5Z29ANuHIPORNyd6AzGLE7sxhA66vEEokEPTv6Y392KU7kVbpNQn4wpxTVWj06+CnRJ1IjdjjXZU7I8ypMyXiAjwKhaqWYIREREbXZgJhAZORXcv84ubVWrws9ffo0Nm3ahLq6OgCmY3+Irse8H9ya/2D6e7PLujs5lFOGKq0ewb5eSIwKaPV9LI3d3GgfuWW5ercQl+5YHqZWwfuKpXwJYWquaCIiIrc3JC4YAFq1XY7IVdickF+6dAljxoxBQkIC7rjjDuTn5wMApk+fjhdeeMHuAVL7UF5rPoPclj3k7LLuDrafLAQAjOwW2qak1NzY7XhehV3icgZzQj7ahZerA4BUKkFsh8v9Prpx/zgREbUDt/UOx5v39sGCu3qJHQpRq9mckM+dOxcKhQLnzp2Dj4+P5fXJkydj48aNdg2O2o+yxiXrGm9rKuTssu5OtjUmpWN6tC0pvfLoM3dYcXO2uBrZJTVQyCS4uWsHscNpUdwVCXkC948TEVE7IJNKMGVQJ8vWLCJ3ZPMe8s2bN2PTpk2Iiopq8nrXrl2Rm5trt8CofaloTYWce8hdXk5JDc4W10AubXtS2jVUDYVMgsp6PS6W1yEq0KflN4nIXB0f1DkIapXrN5PpzAo5ERERkcuxuUJeU1PTpDJuVlpaCqWSTYKoeeWWPeTWd1lnhdz1XZmU+rcxKfWSSxEfakoUT+S5/j7yy8vVw0SOxDpXLllPCPMTMRIiIiIiMrM5IR8+fDi++OILy9cSiQRGoxFvv/02Ro0aZdfgqP0ot2HJ+pXnkLvD0mVPtiPTvnuozfvIXb2xW1W9DgeySwG4/v5xM3MSHhngjQB2oyUiIiJyCTYn5G+//TY+/vhj3H777WhoaMDLL7+M3r17Y/fu3Vi8eLFN93rzzTcxcOBAqNVqhIaGYuLEicjMzGxyTX19PWbNmoXg4GD4+flh0qRJKCwstDVsEpm5Qm7NknVzl3WjAFRr2djNVVVr9dh39hIAOybkV+wjd2W/niqB3iggroOv2+xb6xOpwf9N7I33HuwrdihERERE1MjmhLx3797IysrCzTffjLvvvhs1NTW49957kZaWhi5duth0r127dmHWrFnYt28ftmzZAp1Oh1tvvRU1NTWWa+bOnYsNGzZg3bp12LVrF/Ly8nDvvffaGjaJzJYu6yqFDF5y069mZT0Tcle151QJdAYBscE+iAuxzxJod6mQu0t39StJJBI8OiQGA2ODxA6FiIiIiBrZ3NQNADQaDV599dU2D351V/ZVq1YhNDQUqampGDFiBCoqKvDpp59i9erVGD16NABg5cqV6NGjB/bt24chQ4a0OQZyPKNRsCxZt+YccsC0j7ykWouKWh0iA7wdGR61kvm4M3vuoTYn5BfK6lBRp7NsX3AlRqOAnXZeqk9EREREnqlVCXlZWRk+/fRTZGRkAAB69uyJadOmISiobZWXigrT+cPm+6SmpkKn02Hs2LGWa7p3745OnTohJSWFCbmbqG7Qw9i4FdzaBEvjLUdJtZad1l2U0ShgR2YxAPsmpRofBSIDvHGxvA4Z+ZUYEhdst3vbS/rFCpRUN0CtlGMAq81ERERE1AY2J+S7d+/GXXfdBY1GgwEDBgAAli1bhr/+9a/YsGEDRowY0apAjEYjnn/+eQwbNgy9e/cGABQUFMDLywsBAQFNrg0LC0NBQUGz99FqtdBqtZavKytNS191Oh10Os9K7szPK/Zzl1TWAgBUCilkMEKnM7b4Hn+V6VeztKpe9PjdibPm/OjFChRXaeHrJUO/KLVdx+sR7oeL5XU4eqEMSdH+druvvWw5ng8AGBYfDIlggE5nEDUeV/lzTs7Fefc8nHPPxHn3PJzz9sPaObQ5IZ81axYmT56MDz74ADKZDABgMBjwzDPPYNasWTh69Kitt7Tc99ixY9izZ0+r3m/25ptvYtGiRde8vnnz5maPa/MEW7ZsEXX8c9UAIIdSYsDPP/9s1Xvqq6QApNhzIBW6HHZat5Wj5/yX8xIAMnTx02Hr5o0tXm8LebVp7rcczEBo2XG73tsefkiXAZAguD4PP/98UexwLMT+c07i4Lx7Hs65Z+K8ex7Oufurra216jqbE/LTp0/ju+++syTjACCTyTBv3rwmx6HZYvbs2fjpp5+we/duREVFWV4PDw9HQ0MDysvLm1TJCwsLER4e3uy95s+fj3nz5lm+rqysRHR0NG699Vb4+7tetc2RdDodtmzZgnHjxkGhEG8v7q+nS4CjvyM8UI077hhq1Xu21qQjo7wAsQk9ccfQGAdH2H44a84/+XAfgEpMuaUP7ugfadd7K04UYeOaw6iSaXDHHcl2vXdbFVbW40LKbkgkwLP3jUawn1LskFzmzzk5F+fd83DOPRPn3fNwztsP80rtltickPfv3x8ZGRno1q1bk9czMjKQmJho070EQcCzzz6L77//Hjt37kTnzp2bfD8pKQkKhQLbtm3DpEmTAACZmZk4d+4ckpOb/4u6UqmEUnntX5IVCoXH/lKL/ezVDaYKd6Cvl9VxBPgoG99r9Nh5awtHznlRVT2OXjT9B2ZMz3C7j9MnOhAAcLq4GoLkcsd9V7DnjGm5emJUAMID7dNZ3l7E/nNO4uC8ex7OuWfivHsezrn7s3b+rErI09PTLf/+3HPPYc6cOTh9+rSlqdq+ffuwfPlyvPXWWzYFOWvWLKxevRo//PAD1Gq1ZV+4RqOBt7c3NBoNpk+fjnnz5iEoKAj+/v549tlnkZyczIZubqSiscN6gLd1HdaBy83fKuu4f8bV7DxpauaWGKVBqFpl9/tHBXpDrZKjql6P00XVlrPJXcE2NzzujIiIiIhcl1UJed++fSGRSCAIl/fyvvzyy9dc99BDD2Hy5MlWD/7BBx8AAEaOHNnk9ZUrV+Lxxx8HALz77ruQSqWYNGkStFotxo8fjxUrVlg9BomvzIYzyM38vU2/mkzIXY/5DO5RDkpKJRIJenb0x/7sUhzPq3CZhLxeZ8Bvp0sAMCEnIiIiIvuwKiHPzs52yOBXJvjXo1KpsHz5cixfvtwhMZDjlTcm5BobEnJzhbyCCblL0eoN+PWUqUI+xo7nj1+tZ4QpIT+Rb93eG2fYn12K2gYDwvyV6OUiHxIQERERkXuzKiGPiWFTLWq98jrTkvVAH+uXrPurmJC7ooPZZahpMCBE7diktGdH071P5LlOQr7jiuXqEolE5GiIiIiIqD2wuakbAOTl5WHPnj0oKiqC0dj0TOnnnnvOLoFR+1FhXrLubXuFvLKeCbkr2XayEAAwulsopFLHJaW9IjQAgBP5lRAEQfQEWBAEy7OP6sbl6kRERERkHzYn5KtWrcKTTz4JLy8vBAcHN/mLskQiYUJO1yiva80eclbIXY0gCA7fP24WH+oHhUyCqno9LpTVITrIx6HjteRMcTXOl9bBSy7FsPgOosZCRERERO2HzQn566+/jr/85S+YP38+pFLXOY6IXFdZY5d1Tau6rOsdEhPZ7mxJDXIv1cJLJsXNXR2blHrJpegaqsaJ/EqcyK8UPSHflmH6ICI5Lhi+ylYtLCIiIiIiuobNGXVtbS0efPBBJuNktYrWdFlv3ENepzOgQW9s4Wpyhu2NSenguCD4OSEpNXdXd4V95Nt53BkREREROYDNWfX06dOxbt06R8RC7ZAgCJYl67Y0dVOr5DDvhuA+ctfg7KTU0thN5E7rFbU6HMotA8CEnIiIiIjsy+Yy15tvvokJEyZg48aN6NOnDxSKplXPpUuX2i04cn/VWj0MRtPxdrZUyKVSCfyUclTV61FRp0MHP6WjQiQrVNbrcDCnFIATE3IXqZDvPlUMg1FA11A/0ZfOExEREVH70qqEfNOmTejWrRsAXNPUjehK5jPIlXIpVAqZTe/VeCtQVa9HJRu7ie7XrBLojQK6hPgiJtjXKWP2aKyQXyyvw8ZjBVAqbrygRyaRICkm0O57vC0rA3qwOk5ERERE9mXz31yXLFmCzz77DI8//rgDwqH2prwV+8fNTPvI69hp3QVYjjtz4pJtjbcCUYHeuFBWh6e+SrXqPSO7hWDVtEF2i8FgFLAzszEh53FnRERERGRnNifkSqUSw4YNc0Qs1A6V15k6rNuyf9zs8lnk7LQuJoNRwK7MYgDA6O5hTh173rgErNqbA6MgtHjtyfwq7Mwsxv6zlzA4Ltgu4x8+X4ayWh38VXIkxQTa5Z5ERERERGY2J+Rz5szBv/71LyxbtswR8VA7Y66Qm5NrW/h7m349WSEX15EL5bhU0wC1So4Bsc5NSu/tH4V7+0dZde1r/z2Kr/adw5LNWfj2ySF22UJjPu7slm6hkMt4sgQRERER2ZfNCfmBAwewfft2/PTTT+jVq9c1Td3Wr19vt+DI/ZU3nkHemiXrl88iZ0Iuph2Ne6hHJIRA4cJJ6exRXbH20AUcyCnFr6dKMCIhpM33NO8fH8Pu6kRERETkADYn5AEBAbj33nsdEQu1Q5Y95N62L1k3n0Vua0Ku1RtQUatDqL/K5jE9hcEoICO/ElorznjffLxx/7iL76EO16jw6JAYfLonG0s2Z2J41w5tqpJfLK/DyYIqSCXALXZI7omIiIiIrmZzQr5y5UpHxEHtlPkM8gDfNlTIbTyHfOGPJ7D20Hn85+mh6BsdYPO4nuCfW7OwbPtpq6+XSEwN01zd0yO7YM2BczhyoQJbM4owrmfr97z/J/UCAKB/p0AE+tr+gRIRERERUUvsez4Q0VXaVCFvTMht2UMuCAK2nCiAwShg8/ECJuTNMBoFrD1kSjYjNCoo5C0vQ7+jT0cEu8FZ8B38lJg2LBbLd5zBks2ZGNM9FFKp7VXyjPxKvN/4gcWUQZ3sHSYREREREYBWJOSdO3e+4TLQs2fPtikgal/ss4fc+i7reRX1KKk2jZmaW2bzmJ7gUG4ZCirroVbJseOlkVDKbTsf3tXNHN4FX6Tk4mRBFf53NB93JUbY9H6t3oC53x5Gg8GIsT1CcW//SAdFSkRERESezuaE/Pnnn2/ytU6nQ1paGjZu3IiXXnrJXnFRO2FZsu6kLuvp58st/37kQjl0BqNLNyITw49HLgIAbusV3u6ScQDQ+CgwY3gclm7Jwrtbs3B773CbOqT/c+spnCyoQpCvF9689ya7dGsnIiIiImpOq449a87y5ctx6NChNgdE7Yu5Qq5pS4Xchj3kRy5UWP69XmfE8bxKLlu/gt5gxM9HCwDA5sqxO5k2LBYrf8vG2eIa/PdwHu5Lsu7otNTcUny46wwA4I17+iBE7frL9ImIiIjIfdmtdHj77bfjP//5j71uR+2Eubod6GP7HnJNK/aQp18oBwDIGvcNc9l6U3vPXEJpTQOCfL0wtEuw2OE4jFqlwFO3dAEA/HNbFhqs6CZfo9Vj3tojMArAvf0jcVvvcEeHSUREREQezm4J+XfffYegoCB73Y7aAUEQLjd1a0WF/MpjzwRBaPF6o1HA0YumCvntjclUam6pzeO2ZxuO5AEA7uhj2zJud/RYcixC1EqcL63DutTzLV7/xs8ZyL1UiwiNCgv/0MsJERIRERGRp7N5yXq/fv2a7KkUBAEFBQUoLi7GihUr7BocubdqrR56oymRbkuXdaNgupdadeOkPudSDarq9VDKpZgyqBN+Ss/HoZwyCILAfcAwNSvbeLxxufpN7Xe5upm3lwyzR8VjwY/H8a9tpzGpfxRUiub3zO/ILMLX+88BAN65P9HyYRARERERkSPZnJBPnDixyddSqRQhISEYOXIkunfvbq+4qB0wV8e95FKoFLZXY1UKGbzkUjTojaisbzkhT2/cP94rwh/9OwVCLpWgqEqLC2V1iA7ysf0B2pndWSWoqtcj3F+FgbGesZrlwUHR+GjXGeRV1OPr/ecw/ebO11xTVtOAP32XDsC093xofAdnh0lEREREHsrmhHzBggWOiIPaocv7xxWtrlBrvBUortKiolaHyADvG157pHH/+E1RAfD2kqFXpAZHzpcjNbeMCTkuL1efcFPHVp3N7Y6UchmeG9MVr6w/ig92nsaDA6Phq2z6n73XfziGoiotuoT44k+38UNFIiIiInKe9r2JlERl2T/eiuXqZv4qU/JkTad1c4U8MVoDAEjqFAgAOMR95Kht0GPLiUIA7bu7enMmJUUhJtgHJdUN+Dwlp8n3fjySh5/S8yGTSrD0gb7XXdJOREREROQIVifkUqkUMpnshv/I5TYX3KkdK2vDkWdm1nZa1xuMOJ5nSshvigoAAAyIbUzIc9hpffvJItTpDOgU5IObojRih+NUCpkUc8cmAAA+2nXW8uFOQUU9Xv/vMQDA7FHxSOTxeERERETkZFZn0N9///11v5eSkoJly5bBaGz5aCHyHOV15gp56xNyc2O3yhYS8qzCatTrjFAr5egc7AsAGBBjSsgzC6tQWa/z6EZd5uXqdyV29MgGd3clRmD5jtM4VVSNT3/NxvNju+Ll/6Sjok6Hm6I0mD06XuwQiYiIiMgDWZ2Q33333de8lpmZiVdeeQUbNmzAww8/jL/+9a92DY7cW0Vjhbw1Z5CbWVshN58/3idKY9kfHeqvQnSQN86X1uHwuXKMSAhpdRzurLJehx2ZxQA8b7m6mUwqwbxxCXj669/x6Z5syKUS7M4qhlIuxdIHEqFo50fAEREREZFratXfQvPy8jBjxgz06dMHer0ehw8fxueff46YmBh7x0durC1nkJtZziKv19/wuiMXmi5XNxsQY+omfijXc5etbz5eiAa9EV1D/dAtTC12OKIZ3yscvSL8Ua3VY8mWLADAn27rjvhQz/2ZEBEREZG4bErIKyoq8Kc//Qnx8fE4fvw4tm3bhg0bNqB3796Ois9uSmsaxA7B45Q1JuT22EPe0pL1oxfLAeCa/dH9G5etp3pwY7fLy9UjPHK5uplUKsELtyZYvh7aJRiPD40VLyAiIiIi8nhWJ+Rvv/024uLi8NNPP2HNmjXYu3cvhg8f7sjY7OqPqw6guEordhgepaLO9CFIm7qsezd2Wb9BQl6vM+BkfhWAaxNy8z7yw+fKoTd4Xo+D0poG7DldAsB03JmnG9UtFGN7hCEywBv/uD/RY45/IyIiIiLXZPUe8ldeeQXe3t6Ij4/H559/js8//7zZ69avX2+34OzpdFENJn+cgtVPDEG4RiV2OB7BHkvWrdlDnpFfCb1RQLCv1zVnlSeEqaFWylGl1eNkQRV6R3pWh/FfjuXDYBTQO9IfcSF+YocjOolEgk+mDhA7DCIiIiIiADYk5I899phbL3ftqFHhbHENHvgoBatnDEZUoI/YIbV7li7rdtlDfv2EPN2yf1xzze+oTCpBv5hA7M4qRmpumccl5Jbl6jd5ZjM3IiIiIiJXZnVCvmrVKgeG4Xirpg3Ek99m4FxpLSZ/tA+rZwxGTOPxWOQYlgp5G5asW1MhP9LYYf3qhm5mSZ1MCfmh3DJM9aA9w4WV9difbdo7P8FDu6sTEREREbkyjznrJzLQB2ufTEZcB19cLK/DAx+l4HRRtdhhtVuCIKC88dizNlXIrUjIzRXyxOjmq98DYk37yH/3sE7r/0vPhyCY9tFfvZSfiIiIiIjE5zEJOQCEa1T45skhSAjzQ2GlFg9+nILMgiqxw2qXahoM0BsFAPbZQ15Z1/yxZ9VaPc4Umz5Y6RMZ0Ow1faMDIJNKcLG8DvkVda2Oxd1sSL/cXZ2IiIiIiFyPRyXkABCqVuGbmcno2dEfJdUNePDjFBy7WCF2WO2OuTruJZfCWyFr9X3Me8jrdAY06K/tkn70QgUEAYjQqBCiVjZ7D1+lHD06ms6aPpTjGVXy82W1SDtXDqkEuL1PuNjhEBERERFRMzwuIQeAIF8vrJkxBIlRGpTV6vDQv/ch7ZxnJGrOcnn/uKJNzQDVKjnMb2+usVt6C/vHzZI6mc8j94x5/vloIQAguUswQtU8VYCIiIiIyBV5ZEIOABofBb56YjAGxASisl6PRz89gIM5pWKH1W7Y48gzAJBKJfBTmnoPNrePPL1xdcNN19k/bpYUGwTAcxLyn44WAGB3dSIiIiIiV+axCTkAqFUKfP7HQUiOC0a1Vo/HPj2ArELuKbeH8rrGhm5t6LBudnkf+fUr5IktVMgHxJgq5CfyK1GjbX4/entRUAucLKiCXCrBbb25XJ2IiIiIyFV5dEIOmPYXr5w2EINig1CnM2DtwfNih9Qu2KtCDlzeR351hby0pgHnS01N2lo6XzwiwBsRGhUMRgFHzpe3OSZXlnbJ9Md6REIIAnza/oEIERERERE5hscn5ACgUsgs51NvzywSN5h2wpw82yMht1TI65tWts3V8bgOvpZrbqR/TPvfRy4IAn4vMW26vyuxo8jREBERERHRjTAhbzQ8oQPkUgnOFtcgp6RG7HDcXlmN+Qzytldo/b2b30NuPn+8T9SNq+Nm5mXrh9pxQp5RUIWiegmUcinG9eRydSIiIiIiV8aEvJG/SoFBnU2Nv7afZJW8rcobk2drKtctud4ecms7rJsNaGzs9vu5Mhgbz0hvb/7X2MxtVLcQSzM8IiIiIiJyTUzIrzC6eygAJuT2YM895M0l5IIg4EhjhTzRygp593A1fLxkqKrXI6uo/TXvq9bqsSHdlJDfybPHiYiIiIhcHhPyK5gT8v3Zl1DdzjtxO1pFY5f1QHssWVeZ95BfTsgLKutRXKWFTCpBrwjrEnK5TIq+0QEA2t8+8oo6HR79dD/yK+rhKxcwMqGD2CEREREREVELmJBfIS7ED7HBPtAZBOw5VSx2OG6tzFwht8eSdZ9ru6wfOW+qjncN9YO3l8zqe5n3kafmtJ+EvKymAQ9/sg9p58qh8ZbjqR4GqBTW/0yIiIiIiEgcTMivMrp7GAAuW28r85J1jR2PPausu7xq4ejFcgAtnz9+taTGfeTtpbFbSbUWU/69D8cuViLY1wtfThuITn5iR0VERERERNZgQn6Vy/vIi9tt4y9HEwTBsmTdHl3WzXvIr6yQmzus3xRt3XJ1s36dAiCRAOdKa1FUVd/m2MRUWFmPyR+l4GRBFULUSnwzcwh6dFSLHRYREREREVmJCflVBnUOgq+XDCXVWhzLqxA7HLdU22CAzmD6MCPQHhXyxmPPzHvIBUG4nJBHBth2L5UC3cJMSevvblwlv1heh8kfpeBMcQ06alRY+2QyuoYxGSciIiIicidMyK/iJZdieNcQAMC2DC5bb42zxaZz3NVKObztsJf56gp57qVaVNTp4CWTolu47Ulokvk8cjfdR36+tBaTP0pBzqVaRAV6Y+2TyejcwVfssIiIiIiIyEZMyJsxugePP2uLvWdKAACD44IgkUjafL/Le8h1jcedlQMAekT4w0tu+6/wgNjGhNwNK+Rni6tx/4cpuFBWh9hgH6x9MhnRQT5ih0VERERERK3AhLwZI7uZKuRHL1agqNK99xmLYe+ZSwCA5C72OXrLv7FCbhRMZ22n23j++NUGxJgaux3Pq0C9zmCXGJ0hq7AKD3y0DwWV9YgP9cPaJ5MREeAtdlhERERERNRKTMibEapWWZK9HZmsktuiQW/EwZxSAMDQLsF2uadKIbNUwivr9UhvrJDfZGOHdbOoQG+EqJXQGS7vRXd1J/Iq8eDH+1BSrUX3cDW+mTkEof4qscMiIiIiIqI2kIsdgKsa1T0URy5UYPvJIkwe2EnscNxG+oVy1DYYEOTrZWmeZg8abwWKq7Qoq2nAsYuVAFpfIZdIJBgQE4hfjhXgUG4pBnUOsluc1sorr8One7JxIq/SquuP5VWgql6PPpEafDl9kF261xMRERERkbiYkF/HmO5heG/rKfx6qgRavQFKedubk3kCy3L1uGBIpW3fP27mr5KjuEqL1Nwy1OkM8PWSIS6k9QduJzUm5KlObuyWe6kGH+46g+9SL1g60Vurf6cArPrjIMueeiIiIiIicm9MyK+jV4Q/QtRKFFdpcSC71NJ5nW7M3NAt2U7L1c3MndZ/PWW6f69IDWRtSPgHxJqq4qnnyiAIgl2az93I6aIqrNhxBj8cyYOh8Xz7IXFBuC8p2qrGdN4KGYZ37QCVHbrWExERERGRa2BCfh1SqQSju4Xi20PnsS2jiAm5Fep1BvyeWw7AfvvHzcyN3fadNVXgW7tc3axnR38o5VKU1+pwprgG8aGtr7bfyPG8CqzYcQY/H8uH0FgQH9ktBLNHxVs+FCAiIiIiIs/EhPwGRnU3JeTbTxZhwV09HV5FdXepuWVoMBgR7q+y+7nY5gp5tVYPoPUN3cy85FIkRgfgQHYpUnNL7Z6Qp50rw/Idp7H1irPsx/cKw+xRXdGnjR8mEBERERFR+8CE/AZu7toBXjIpzpXWOrSKaoufj+Yjs6AKc8Z0tesebXv47bRpOfnQLsF2//Di6n3TiW1MyAFgQEwgDmSX4oOdZ+x65vyl6gbLGedSCTDhpgjMGhWPbuH2a3JHRERERETujwn5Dfgp5RgcF4RfT5Vgx8ki0RPyspoGzP32MLR6I/pEajC2Z5io8Vzt8vnj9l2uDlyukANAoI8C0UFtP397WHwHrNh5BjmXapFzqbbN97uSXCrBPf0i8fTILm1qPkdERERERO0XE/IWjO4eil9PlWDbyULMGBEnaizfpV6AVm8EAGxIz3OphLyyXmc5H9wRCbm/9+Vf1T5RAXapwA/tEoxPHhuAwqr6Nt/rSjKJBDd37YCoQB+73peIiIiIiNoXJuQtGN09FIs2nMChnDJU1OmaVGqdyWgU8NX+XMvXW04Uoq7BAG8v1+i6fTC7FEYBiAn2cUgieuXPva0N3cwkEolLfahBRERERESepeXzljxcTLAvuoT4Qm8U8OupYtHi2HO6BLmXaqFWyhEZ4I3aBoNd9z23lXm5ur27q5tduYe8TySbohERERERkftjQm6F0d1DAUDUBPjLfabq+KSkKPyhbwQAYMORPNHiudrlhLyDQ+7fpEIeHeCQMYiIiIiIiJyJCbkVRnc3LWvemVkMg1Fw+vgXy+uwLaMQAPDIkBjcdZMpId+eWYSqep3T47laaU0DMvIrAQBD4hxTIe8YYGriFh3kjTB/lUPGICIiIiIiciYm5FYYEBsItUqO0poGHGlsXOZMa/afg1EAkuOCER/qhx4d1egS4osGvRFbThQ6PZ6r7Ttrqo53C1MjRK10yBidO/ji40eT8O/HBjjk/kRERERERM7GhNwKCpkUIxJCAADbM5y7bL1Bb8Q3B88DAB5NjgFgakZ2V6LrLFvfe8Z0/rgjuqtf6dZe4ege7u/QMYiIiIiIiJyFCbmVRncTZx/5puMFKKnWIlStxLgrOoJPaFy2/uupEpTVNDg1pqs5uqEbERERERFRe8SE3Eoju4VAIgFO5Fciv6LOaeOam7k9OKgTFLLL0xUf6oeeHf2hNwr45VhBm8bYllGIH1tZaS+oqMfZ4hpIJcBgB+0fJyIiIiIiao+YkFsp2E+Jvo3dvXecdM7xZ1mFVTiQXQqZVIIpg6Kv+b49lq2fLa7GjC8O4bk1aTiUU2rz+1POmpar947UiHZGOxERERERkTtiQm6DMZbjz5zTSO2rxur4uB5h6Kjxvub7E27qCADYl30JRZX1rRrjva2nYG4cv2Rzls3v33vatFzd0fvHiYiIiIiI2hsm5DYY1ZiQ/3b6Eup1BoeOVa3VY/3vFwFcbuZ2teggH/TrFABBAP53NN/mMU4WVGJDuqm6rpBJkHL2En47XWL1+wVBcPj540RERERERO0VE3Ib9Ozoj3B/Fep0BqQ0HvXlKP9Nu4hqrR5xHXxv2CzNfCZ5a5atL92cBUEA7uzTEQ8PNiX972zOhCBYd9b6+dI6XCyvg1wqwcDYQJvHJyIiIiIi8mRMyG0gkUgsVfIdDuy2LgiCZbn6w0NiIJFIrnvthJs6QiIBfj9XjvOltVaPkX6hHJtPFEIqAeaO64pnRnWBSiFF2rly7Mi07tl+azzurF+nAPh4ya0em4iIiIiIiJiQ28y8j/z7tIsO67aemluGkwVVUCmkuK9/1A2vDfVXYUhnUwXdlmXr5v3iE/tGIj5UjVC1ClOHxlq+ZzS2XCU3L1dP5nJ1IiIiIiIimzEht9HIbiFIjNKgql6Pl79Lt3p5ty3MR53dnRgJjU/Lnctt7bZ+MKcUu7KKIZdKMGdsV8vrT43oAj+lHMfzKrHp+I2PUhMEASmNFXKeP05ERERERGQ7JuQ2ksukWPJAXyjlUvx6qsSytNxeSqq1+OWoKRl+ZEjzzdyudlvvcMilEhzPq8SZ4uobXisIAt7ZlAkAuH9ANGKCfS3fC/T1wvSbOwMAlm7JguEGVfJTRdUoqW6ASiFFv04BVsVJRERERERElzEhb4X4UD/Mv707AODvP2cgu6TGbvdee+g8GgxGJEYHoE+Uxqr3BPl64eaupmXjLVXJfzt9CfuzS+Elk+LZ0fHXfH/68M7QeCtwqqgaPx65eN377G3sxj4wNghKucyqOImIiIiIiOgyJuSt9FhyLIbFB6NeZ8S8tYehNxjbfE+DUcDX+84BAB61sjpudmW39estoxcEAe9sNlXHHxrcCREB155t7q9S4Mlb4gCYzijXXee5Lu8f53J1IiIiIiKi1mBC3kpSqQT/uC8RapUcaefK8dHus22+587MIlwsr0OAjwITbupo03vH9QqDl1yKM8U1yMivavaa7SeLcPh8ObwVMjwzqst17/X40Fh08PNC7qVa/Cf1wjXfNxgF7DvL88eJiIiIiIjaggl5G0QEeGPRH3oBAN7dkoVjFyvadD/zfvT7k6KgUti2DNxfpcCobiEAgA3p1y5bNxoFS2f1qUNjEapWXfdePl5yPD3StJx92bZT0OoNTb5/Iq8SlfV6qJVy9I7wtylOIiIiIiIiMmFC3kb39IvEbb3CoTcKmLf2MOp1hpbf1Ixzl2qxM6sYAPDwYNuWq5td2W396mXrG48X4ER+JfyUcjw5Iq7Fez08uBPC/VXIq6jHNwfON/ne3sbu6oPjgiCX8VeIiIiIiIioNZhNtZFEIsHf7+mNDn5KZBVWY+mWrFbd5+sDuRAEYERCCGI7+Lb8hmaM7h4KHy8ZLpTV4fD5csvrBqNgiWv6zZ0R6OvV4r1UChmeHWOqkr+/4zTqGi5/0MDzx4mIiIiIiNqOCbkdBPsp8da9fQAA//71LPY37q+2Vl2DAWsPmqrQtjZzu5KPlxxje4QBADYcybe8viE9H6eLqhHgo8D04Z2tvt/9SdGIDvJGcZUWX6TkAAAa9EYczCkFwPPHiYiIiIiI2oIJuZ2M7RmGyQOiIQjAC+uOoFqrb/E9dQ0GrPwtG6Pe2YmyWh0iNCqM7h7apjjMy9Z/Ss+DwSjAYASWbT8DAHhyRBf4qxRW38tLLsWcMQkAgA93nUFVvQ7pF8pR22BAkK8XuoWp2xQrERERERGRJ2NCbkevTeiBqEBvXCirw/9tOHHd66q1enyw8wxuXrwdizacQEFlPcL9VVh8302QSSVtimFEQgf4q+QoqtLiUG4Z9hdLcL6sDh38vDB1qO3V94l9IxAX4ouyWh1W/pZzebl6XDCkbYyViIiIiIjIkzEhtyO1SoEl9ydCIgG+PXQeW08UNvl+Ra0O723NwrC3tmPxxpO4VNOAqEBvvHFPH+x6eSSGdw1pcwxKuQy39Q4HAPwnLQ+bLpim+JmR8fDxktt8P7lMirljTVXyf+8+i03HCwDw/HEiIiIiIqK2sj1DoxsaHBeMGcPj8PHus3hlfTo2dRoBAcCne7LxZUquZSl7XIgvZo2Mxx/6RkBh507ldyVGYO2hC/g+LQ+ABOH+Sjw0uFOr73dnn45YvuM0ThZU4XheJQDuHyciIiIiImorJuQOMG9cAnZmFiGrsBpT/r0P50prUa8zAgC6h6sxe3Q8bu/dsc3L068nOS4Ywb5euFTTAACYNbKLzeeaX0kqleCFW7thxheHAADh/ip0bmUneCIiIiIiIjLhknUHUClkWPpAX8ilEmQVVqNeZ0RilAb/fmwAfn5uOCbcFOGwZBwwLTO/o09HAECwUsCk/hFtvufYHqFIjNIAMFXHJRLuHyciIiIiImoLVsgdpHekBu/cn4gtJwoxeWA0hnft4NQk9umRXVBUWYfukjy7LImXSCR4+75E/HNbFp4Z1cUOERIREREREXk2t6iQL1++HLGxsVCpVBg8eDAOHDggdkhWmdgvEssf7o8RCSFOryhHBHjj/Sl9Eedvv3t2C1djxcNJiA/lcWdERERERERt5fIJ+bfffot58+ZhwYIF+P3335GYmIjx48ejqKhI7NCIiIiIiIiIWs3lE/KlS5dixowZmDZtGnr27IkPP/wQPj4++Oyzz8QOjYiIiIiIiKjVXHoPeUNDA1JTUzF//nzLa1KpFGPHjkVKSkqz79FqtdBqtZavKytNx3TpdDrodDrHBuxizM/rac/tyTjnnodz7pk4756Hc+6ZOO+eh3Peflg7hxJBEAQHx9JqeXl5iIyMxN69e5GcnGx5/eWXX8auXbuwf//+a96zcOFCLFq06JrXV69eDR8fH4fGS0RERERERFRbW4uHHnoIFRUV8Pe/fmMvl66Qt8b8+fMxb948y9eVlZWIjo7GrbfeesMfRHuk0+mwZcsWjBs3DgqFQuxwyAk4556Hc+6ZOO+eh3PumTjvnodz3n6YV2q3xKUT8g4dOkAmk6GwsLDJ64WFhQgPD2/2PUqlEkql8prXFQqFx/5Se/KzeyrOuefhnHsmzrvn4Zx7Js675+Gcuz9r58+lm7p5eXkhKSkJ27Zts7xmNBqxbdu2JkvYiYiIiIiIiNyNS1fIAWDevHmYOnUqBgwYgEGDBuG9995DTU0Npk2bJnZoRERERERERK3m8gn55MmTUVxcjL/85S8oKChA3759sXHjRoSFhYkdGhEREREREVGruXxCDgCzZ8/G7NmzxQ6DiIiIiIiIyG5ceg85ERERERERUXvFhJyIiIiIiIhIBEzIiYiIiIiIiETAhJyIiIiIiIhIBEzIiYiIiIiIiETAhJyIiIiIiIhIBEzIiYiIiIiIiETAhJyIiIiIiIhIBHKxA3A0QRAAAJWVlSJH4nw6nQ61tbWorKyEQqEQOxxyAs655+GceybOu+fhnHsmzrvn4Zy3H+b805yPXk+7T8irqqoAANHR0SJHQkRERERERJ6kqqoKGo3mut+XCC2l7G7OaDQiISEBqampkEgkTh9/4MCBOHjwoNPHBUyfykRHR+P8+fPw9/d3+vhiPruYY4s5vifPudjje+qcA575cxd7bLHn3VN/7mKOL/acA5477/yz7nk/dzHH9+Q5F3t8e48tCAKqqqoQEREBqfT6O8XbfYVcKpXCy8vrhp9KOJJMJhPtf5xm/v7+osQg5rOL/XMXe3xPnHOxxxf72cWac8Bzf+5izzngmX/Wxf65iz0+/6x71thm/LPueeN74pyLPb4jxrYmB/WIpm6zZs3yyLHF5sk/d7HHF4vYz+3Jv3Ni8tSfO+fc88Z2hfHF5Knzzjn3vLFdYXyxiP3cnvg71+6XrHuyyspKaDQaVFRUiP7JLjkH59zzcM49E+fd83DOPRPn3fNwzj2PR1TIPZVSqcSCBQugVCrFDoWchHPueTjnnonz7nk4556J8+55OOeehxVyIiIiIiIiIhGwQk5EREREREQkAibkRERERERERCJgQk5EREREREQkAibkRERERERERCJgQu7C3nzzTQwcOBBqtRqhoaGYOHEiMjMzm1xTX1+PWbNmITg4GH5+fpg0aRIKCwubXPPcc88hKSkJSqUSffv2vWachQsXQiKRXPOPr6+vIx+PmuGsOQeATZs2YciQIVCr1QgJCcGkSZOQk5PjoCejG3HmvK9duxZ9+/aFj48PYmJi8I9//MNRj0U3YI85P3LkCKZMmYLo6Gh4e3ujR48e+Oc//3nNWDt37kT//v2hVCoRHx+PVatWOfrx6DqcNe/5+fl46KGHkJCQAKlUiueff94Zj0fNcNacr1+/HuPGjUNISAj8/f2RnJyMTZs2OeUZqSlnzfmePXswbNgwBAcHw9vbG927d8e7777rlGck+2JC7sJ27dqFWbNmYd++fdiyZQt0Oh1uvfVW1NTUWK6ZO3cuNmzYgHXr1mHXrl3Iy8vDvffee829/vjHP2Ly5MnNjvPiiy8iPz+/yT89e/bE/fff77Bno+Y5a86zs7Nx9913Y/To0Th8+DA2bdqEkpKSZu9Djuesef/ll1/w8MMP46mnnsKxY8ewYsUKvPvuu3j//fcd9mzUPHvMeWpqKkJDQ/HVV1/h+PHjePXVVzF//vwm85mdnY0777wTo0aNwuHDh/H888/jiSee4F/UReKseddqtQgJCcFrr72GxMREpz4jNeWsOd+9ezfGjRuHn3/+GampqRg1ahTuuusupKWlOfV5yXlz7uvri9mzZ2P37t3IyMjAa6+9htdeew0ff/yxU5+X7EAgt1FUVCQAEHbt2iUIgiCUl5cLCoVCWLduneWajIwMAYCQkpJyzfsXLFggJCYmtjjO4cOHBQDC7t277RY7tY6j5nzdunWCXC4XDAaD5bUff/xRkEgkQkNDg/0fhGziqHmfMmWKcN999zV5bdmyZUJUVJRgNBrt+xBkk7bOudkzzzwjjBo1yvL1yy+/LPTq1avJNZMnTxbGjx9v5yeg1nDUvF/plltuEebMmWPXuKn1nDHnZj179hQWLVpkn8Cp1Zw55/fcc4/wyCOP2CdwchpWyN1IRUUFACAoKAiA6dMznU6HsWPHWq7p3r07OnXqhJSUlFaP88knnyAhIQHDhw9vW8DUZo6a86SkJEilUqxcuRIGgwEVFRX48ssvMXbsWCgUCvs+BNnMUfOu1WqhUqmavObt7Y0LFy4gNzfXDpFTa9lrzisqKiz3AICUlJQm9wCA8ePHt+n/EWQ/jpp3cl3OmnOj0Yiqqir+XrgAZ815Wloa9u7di1tuucVOkZOzMCF3E0ajEc8//zyGDRuG3r17AwAKCgrg5eWFgICAJteGhYWhoKCgVePU19fj66+/xvTp09saMrWRI+e8c+fO2Lx5M/785z9DqVQiICAAFy5cwNq1a+35CNQKjpz38ePHY/369di2bRuMRiOysrKwZMkSAKY9pyQOe8353r178e2332LmzJmW1woKChAWFnbNPSorK1FXV2ffByGbOHLeyTU5c87feecdVFdX44EHHrBb/GQ7Z8x5VFQUlEolBgwYgFmzZuGJJ56w+3OQY8nFDoCsM2vWLBw7dgx79uxx6Djff/89qqqqMHXqVIeOQy1z5JwXFBRgxowZmDp1KqZMmYKqqir85S9/wX333YctW7ZAIpHYfUyyjiPnfcaMGThz5gwmTJgAnU4Hf39/zJkzBwsXLoRUys9nxWKPOT927BjuvvtuLFiwALfeeqsdoyNH4bx7HmfN+erVq7Fo0SL88MMPCA0NbfVY1HbOmPNff/0V1dXV2LdvH1555RXEx8djypQpbQmbnIx/A3MDs2fPxk8//YQdO3YgKirK8np4eDgaGhpQXl7e5PrCwkKEh4e3aqxPPvkEEyZMuKaiQs7l6Dlfvnw5NBoN3n77bfTr1w8jRozAV199hW3btmH//v32egyykaPnXSKRYPHixaiurkZubi4KCgowaNAgAEBcXJxdnoFsY485P3HiBMaMGYOZM2fitddea/K98PDwa7rxFxYWwt/fH97e3vZ9GLKao+edXI+z5vybb77BE088gbVr116zXYWcy1lz3rlzZ/Tp0wczZszA3LlzsXDhQns/CjkYE3IXJggCZs+eje+//x7bt29H586dm3w/KSkJCoUC27Zts7yWmZmJc+fOITk52ebxsrOzsWPHDi5XF5Gz5ry2tvaaiqhMJgNgWl5FzuXsP+symQyRkZHw8vLCmjVrkJycjJCQkDY/B1nPXnN+/PhxjBo1ClOnTsXf//73a8ZJTk5ucg8A2LJlS6t+b6jtnDXv5DqcOedr1qzBtGnTsGbNGtx5552OeSBqkZh/zo1GI7RarX0ehJxHxIZy1IKnn35a0Gg0ws6dO4X8/HzLP7W1tZZrnnrqKaFTp07C9u3bhUOHDgnJyclCcnJyk/ucOnVKSEtLE5588kkhISFBSEtLE9LS0gStVtvkutdee02IiIgQ9Hq9U56PruWsOd+2bZsgkUiERYsWCVlZWUJqaqowfvx4ISYmpslY5BzOmvfi4mLhgw8+EDIyMoS0tDThueeeE1QqlbB//36nPi/ZZ86PHj0qhISECI888kiTexQVFVmuOXv2rODj4yO89NJLQkZGhrB8+XJBJpMJGzdudOrzkomz5l0QBMuf/6SkJOGhhx4S0tLShOPHjzvtWcnEWXP+9ddfC3K5XFi+fHmTa8rLy536vOS8OX///feFH3/8UcjKyhKysrKETz75RFCr1cKrr77q1OeltmNC7sIANPvPypUrLdfU1dUJzzzzjBAYGCj4+PgI99xzj5Cfn9/kPrfcckuz98nOzrZcYzAYhKioKOHPf/6zk56OmuPMOV+zZo3Qr18/wdfXVwgJCRH+8Ic/CBkZGU56UrqSs+a9uLhYGDJkiODr6yv4+PgIY8aMEfbt2+fEJyUze8z5ggULmr1HTExMk7F27Ngh9O3bV/Dy8hLi4uKajEHO5cx5t+Yacjxnzfn1/vs/depU5z0sCYLgvDlftmyZ0KtXL8HHx0fw9/cX+vXrJ6xYsaLJkbbkHiSCIAg2FNSJiIiIiIiIyA64h5yIiIiIiIhIBEzIiYiIiIiIiETAhJyIiIiIiIhIBEzIiYiIiIiIiETAhJyIiIiIiIhIBEzIiYiIiIiIiETAhJyIiIiIiIhIBEzIiYiIyC0tXLgQffv2FTsMIiKiVmNCTkREJJLHH38cEokEEokECoUCYWFhGDduHD777DMYjUab7rVq1SoEBATYJa7Y2FhLXL6+vujfvz/WrVtnl3sziSYiIrqMCTkREZGIbrvtNuTn5yMnJwe//PILRo0ahTlz5mDChAnQ6/WixfXXv/4V+fn5SEtLw8CBAzF58mTs3btXtHiIiIjaIybkREREIlIqlQgPD0dkZCT69++PP//5z/jhhx/wyy+/YNWqVZbrli5dij59+sDX1xfR0dF45plnUF1dDQDYuXMnpk2bhoqKCktle+HChQAArVaLF198EZGRkfD19cXgwYOxc+fOFuNSq9UIDw9HQkICli9fDm9vb2zYsAEAcPToUYwePRre3t4IDg7GzJkzLbGY4xk0aBB8fX0REBCAYcOGITc3F6tWrcKiRYtw5MgRS5zmZywvL8cTTzyBkJAQ+Pv7Y/To0Thy5EiTmN566y2EhYVBrVZj+vTpqK+vb/0PnoiIyAUwISciInIxo0ePRmJiItavX295TSqVYtmyZTh+/Dg+//xzbN++HS+//DIAYOjQoXjvvffg7++P/Px85Ofn48UXXwQAzJ49GykpKfjmm2+Qnp6O+++/H7fddhtOnTpldTxyuRwKhQINDQ2oqanB+PHjERgYiIMHD2LdunXYunUrZs+eDQDQ6/WYOHEibrnlFqSnpyMlJQUzZ86ERCLB5MmT8cILL6BXr16WOCdPngwAuP/++1FUVIRffvkFqamp6N+/P8aMGYPS0lIAwNq1a7Fw4UK88cYbOHToEDp27IgVK1bY5edNREQkFrnYARAREdG1unfvjvT0dMvXzz//vOXfY2Nj8be//Q1PPfUUVqxYAS8vL2g0GkgkEoSHh1uuO3fuHFauXIlz584hIiICAPDiiy9i48aNWLlyJd54440W42hoaMCSJUtQUVGB0aNHY/Xq1aivr8cXX3wBX19fAMD777+Pu+66C4sXL4ZCoUBFRQUmTJiALl26AAB69OhhuZ+fnx/kcnmTOPfs2YMDBw6gqKgISqUSAPDOO+/gv//9L7777jvMnDkT7733HqZPn47p06cDAP72t79h69atrJITEZFbY4WciIjIBQmCAIlEYvl669atGDNmDCIjI6FWq/Hoo4/i0qVLqK2tve49jh49CoPBgISEBPj5+Vn+2bVrF86cOXPD8f/0pz/Bz88PPj4+WLx4Md566y3ceeedyMjIQGJioiUZB4Bhw4bBaDQiMzMTQUFBePzxxzF+/Hjcdddd+Oc//4n8/PwbjnXkyBFUV1cjODi4SZzZ2dmWODMyMjB48OAm70tOTr7hfYmIiFwdK+REREQuKCMjA507dwYA5OTkYMKECXj66afx97//HUFBQdizZw+mT5+OhoYG+Pj4NHuP6upqyGQypKamQiaTNfmen5/fDcd/6aWX8Pjjj8PPzw9hYWFNPhxoycqVK/Hcc89h48aN+Pbbb/Haa69hy5YtGDJkyHXj7NixY7N72+3VOZ6IiMgVMSEnIiJyMdu3b8fRo0cxd+5cAEBqaiqMRiOWLFkCqdS0uG3t2rVN3uPl5QWDwdDktX79+sFgMKCoqAjDhw+3KYYOHTogPj7+mtd79OiBVatWoaamxlIl/+233yCVStGtW7cmY/fr1w/z589HcnIyVq9ejSFDhjQbZ//+/VFQUAC5XI7Y2Nhm4+nRowf279+Pxx57zPLavn37bHomIiIiV8Ml60RERCLSarUoKCjAxYsX8fvvv+ONN97A3XffjQkTJliSz/j4eOh0OvzrX//C2bNn8eWXX+LDDz9scp/Y2FhUV1dj27ZtKCkpQW1tLRISEvDwww/jsccew/r165GdnY0DBw7gzTffxP/+979Wxfvwww9DpVJh6tSpOHbsGHbs2IFnn30Wjz76KMLCwpCdnY358+cjJSUFubm52Lx5M06dOmXZRx4bG4vs7GwcPnwYJSUl0Gq1GDt2LJKTkzFx4kRs3rwZOTk52Lt3L1599VUcOnQIADBnzhx89tlnWLlyJbKysrBgwQIcP368DT95IiIi8TEhJyIiEtHGjRvRsWNHxMbG4rbbbsOOHTuwbNky/PDDD5Zl5omJiVi6dCkWL16M3r174+uvv8abb77Z5D5Dhw7FU089hcmTJyMkJARvv/02ANPy8cceewwvvPACunXrhokTJ+LgwYPo1KlTq+L18fHBpk2bUFpaioEDB+K+++7DmDFj8P7771u+f/LkSUyaNAkJCQmYOXMmZs2ahSeffBIAMGnSJNx2220YNWoUQkJCsGbNGkgkEvz8888YMWIEpk2bhoSEBDz44IPIzc1FWFgYAGDy5Ml4/fXX8fLLLyMpKQm5ubl4+umnW/UMRERErkIiCIIgdhBEREREREREnoYVciIiIiIiIiIRMCEnIiIiIiIiEgETciIiIiIiIiIRMCEnIiIiIiIiEgETciIiIiIiIiIRMCEnIiIiIiIiEgETciIiIiIiIiIRMCEnIiIiIiIiEgETciIiIiIiIiIRMCEnIiIiIiIiEgETciIiIiIiIiIRMCEnIiIiIiIiEsH/A7ENlwMOF9B5AAAAAElFTkSuQmCC", "text/plain": [ "
" ] @@ -238,19 +238,19 @@ "id": "intense-reading", "metadata": { "execution": { - "iopub.execute_input": "2023-12-17T10:25:01.802523Z", - "iopub.status.busy": "2023-12-17T10:25:01.802075Z", - "iopub.status.idle": "2023-12-17T10:25:02.029798Z", - "shell.execute_reply": "2023-12-17T10:25:02.029095Z" + "iopub.execute_input": "2023-12-24T10:24:25.791379Z", + "iopub.status.busy": "2023-12-24T10:24:25.790825Z", + "iopub.status.idle": "2023-12-24T10:24:26.013465Z", + "shell.execute_reply": "2023-12-24T10:24:26.012497Z" }, "jupyter": { "source_hidden": true }, "papermill": { - "duration": 0.233017, - "end_time": "2023-12-17T10:25:02.031257", + "duration": 0.228384, + "end_time": "2023-12-24T10:24:26.015084", "exception": false, - "start_time": "2023-12-17T10:25:01.798240", + "start_time": "2023-12-24T10:24:25.786700", "status": "completed" }, "tags": [] @@ -258,7 +258,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -280,19 +280,19 @@ "id": "correct-january", "metadata": { "execution": { - "iopub.execute_input": "2023-12-17T10:25:02.039393Z", - "iopub.status.busy": "2023-12-17T10:25:02.038984Z", - "iopub.status.idle": "2023-12-17T10:25:02.043788Z", - "shell.execute_reply": "2023-12-17T10:25:02.043155Z" + "iopub.execute_input": "2023-12-24T10:24:26.023792Z", + "iopub.status.busy": "2023-12-24T10:24:26.023151Z", + "iopub.status.idle": "2023-12-24T10:24:26.028473Z", + "shell.execute_reply": "2023-12-24T10:24:26.027854Z" }, "jupyter": { "source_hidden": true }, "papermill": { - "duration": 0.010223, - "end_time": "2023-12-17T10:25:02.045051", + "duration": 0.011041, + "end_time": "2023-12-24T10:24:26.029791", "exception": false, - "start_time": "2023-12-17T10:25:02.034828", + "start_time": "2023-12-24T10:24:26.018750", "status": "completed" }, "tags": [] @@ -344,8 +344,8 @@ "version": "3.8.18" }, "papermill": { - "duration": 239.864888, - "end_time": "2023-12-17T10:25:02.365136", + "duration": 232.275924, + "end_time": "2023-12-24T10:24:26.350959", "environment_variables": {}, "exception": null, "input_path": "engrXiv_prints.ipynb", @@ -354,7 +354,7 @@ "Start": "True", "secretsPath": "/home/runner/work/_temp/secrets.json" }, - "start_time": "2023-12-17T10:21:02.500248", + "start_time": "2023-12-24T10:20:34.075035", "version": "1.1.16" }, "vscode": {