diff --git a/notebooks/1-quickstart.ipynb b/notebooks/1-quickstart.ipynb index f05ec458..9716939f 100644 --- a/notebooks/1-quickstart.ipynb +++ b/notebooks/1-quickstart.ipynb @@ -37,7 +37,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -58,18 +58,9 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 9, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/botu/mambaforge/envs/rl4co-new/lib/python3.11/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", - " from .autonotebook import tqdm as notebook_tqdm\n" - ] - } - ], + "outputs": [], "source": [ "import torch\n", "\n", @@ -87,7 +78,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -120,19 +111,21 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Problem 0 solution | Length = 7.15\n" + "Problem 1 | Cost: 8.388\n", + "Problem 2 | Cost: 6.837\n", + "Problem 3 | Cost: 11.602\n" ] }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -140,16 +133,9 @@ "metadata": {}, "output_type": "display_data" }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Problem 1 solution | Length = 5.74\n" - ] - }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -157,16 +143,9 @@ "metadata": {}, "output_type": "display_data" }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Problem 2 solution | Length = 4.70\n" - ] - }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -181,11 +160,12 @@ "td_init = env.reset(batch_size=[3]).to(device)\n", "model = model.to(device)\n", "out = model(td_init.clone(), phase=\"test\", decode_type=\"greedy\", return_actions=True)\n", + "actions_untrained = out['actions'].cpu().detach()\n", + "rewards_untrained = out['reward'].cpu().detach()\n", "\n", - "# Plotting\n", - "for i, (td, actions) in enumerate(zip(td_init, out['actions'].cpu())):\n", - " print(f\"Problem {i} solution | Length = {-out['reward'][i].item():.2f}\")\n", - " env.render(td, actions)" + "for i in range(3):\n", + " print(f\"Problem {i+1} | Cost: {-rewards_untrained[i]:.3f}\")\n", + " env.render(td_init[i], actions_untrained[i])" ] }, { @@ -199,7 +179,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -214,8 +194,7 @@ "GPU available: True (cuda), used: True\n", "TPU available: False, using: 0 TPU cores\n", "IPU available: False, using: 0 IPUs\n", - "HPU available: False, using: 0 HPUs\n", - "/home/botu/mambaforge/envs/rl4co-new/lib/python3.11/site-packages/lightning/pytorch/trainer/connectors/logger_connector/logger_connector.py:67: Starting from v1.9.0, `tensorboardX` has been removed as a dependency of the `lightning.pytorch` package, due to potential conflicts with other packages in the ML ecosystem. For this reason, `logger=True` will use `CSVLogger` as the default logger, unless the `tensorboard` or `tensorboardX` packages are found. Please `pip install lightning[extra]` or one of them to enable TensorBoard support by default\n" + "HPU available: False, using: 0 HPUs\n" ] } ], @@ -237,14 +216,13 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Missing logger folder: /home/botu/Dev/parco/lib/rl4co/notebooks/lightning_logs\n", "val_file not set. Generating dataset instead\n", "test_file not set. Generating dataset instead\n", "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0,1]\n", @@ -265,22 +243,7 @@ "name": "stdout", "output_type": "stream", "text": [ - " " - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/botu/mambaforge/envs/rl4co-new/lib/python3.11/site-packages/lightning/pytorch/trainer/connectors/data_connector.py:441: The 'val_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=31` in the `DataLoader` to improve performance.\n", - "/home/botu/mambaforge/envs/rl4co-new/lib/python3.11/site-packages/lightning/pytorch/trainer/connectors/data_connector.py:441: The 'train_dataloader' does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` to `num_workers=31` in the `DataLoader` to improve performance.\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Epoch 2: 100%|██████████| 196/196 [00:16<00:00, 11.65it/s, v_num=0, train/reward=-4.02, train/loss=-.133, val/reward=-3.99] " + "Epoch 2: 100%|██████████| 196/196 [00:05<00:00, 38.81it/s, v_num=8, train/reward=-4.01, train/loss=-.206, val/reward=-3.98] " ] }, { @@ -294,7 +257,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Epoch 2: 100%|██████████| 196/196 [00:31<00:00, 6.31it/s, v_num=0, train/reward=-4.02, train/loss=-.133, val/reward=-3.99]\n" + "Epoch 2: 100%|██████████| 196/196 [00:09<00:00, 21.29it/s, v_num=8, train/reward=-4.01, train/loss=-.206, val/reward=-3.98]\n" ] } ], @@ -311,55 +274,34 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 14, "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Problem 0 solution | Length = 3.63\n" - ] - }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, "output_type": "display_data" }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Problem 1 solution | Length = 3.49\n" - ] - }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, "output_type": "display_data" }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Problem 2 solution | Length = 4.10\n" - ] - }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -370,11 +312,16 @@ "# Greedy rollouts over trained model (same states as previous plot)\n", "model = model.to(device)\n", "out = model(td_init.clone(), phase=\"test\", decode_type=\"greedy\", return_actions=True)\n", + "actions_trained = out['actions'].cpu().detach()\n", "\n", "# Plotting\n", - "for i, (td, actions) in enumerate(zip(td_init, out['actions'].cpu())):\n", - " print(f\"Problem {i} solution | Length = {-out['reward'][i].item():.2f}\")\n", - " env.render(td, actions)" + "import matplotlib.pyplot as plt\n", + "for i, td in enumerate(td_init):\n", + " fig, axs = plt.subplots(1,2, figsize=(11,5))\n", + " env.render(td, actions_untrained[i], ax=axs[0]) \n", + " env.render(td, actions_trained[i], ax=axs[1])\n", + " axs[0].set_title(f\"Untrained | Cost = {-rewards_untrained[i].item():.3f}\")\n", + " axs[1].set_title(r\"Trained $\\pi_\\theta$\" + f\"| Cost = {-out['reward'][i].item():.3f}\")" ] }, { diff --git a/notebooks/tutorials/2-creating-new-env-model.ipynb b/notebooks/tutorials/2-creating-new-env-model.ipynb index b430c926..17e88f02 100644 --- a/notebooks/tutorials/2-creating-new-env-model.ipynb +++ b/notebooks/tutorials/2-creating-new-env-model.ipynb @@ -368,7 +368,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 21, "metadata": {}, "outputs": [], "source": [ @@ -413,8 +413,7 @@ "\n", " # Setup limits and show\n", " ax.set_xlim(-0.05, 1.05)\n", - " ax.set_ylim(-0.05, 1.05)\n", - " plt.show()" + " ax.set_ylim(-0.05, 1.05)" ] }, { @@ -466,7 +465,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -661,12 +660,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "Problem 0 solution | Length = 6.29\n" + "Problem 1 | Cost: 5.770\n" ] }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -678,12 +677,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "Problem 1 solution | Length = 6.04\n" + "Problem 2 | Cost: 7.388\n" ] }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -695,12 +694,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "Problem 2 solution | Length = 7.93\n" + "Problem 3 | Cost: 4.914\n" ] }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -715,11 +714,12 @@ "td_init = env.reset(batch_size=[3]).to(device)\n", "model = model.to(device)\n", "out = model(td_init.clone(), phase=\"test\", decode_type=\"greedy\", return_actions=True)\n", + "actions_untrained = out['actions'].cpu().detach()\n", + "rewards_untrained = out['reward'].cpu().detach()\n", "\n", - "# Plotting\n", - "for i, (td, actions) in enumerate(zip(td_init, out['actions'].cpu())):\n", - " print(f\"Problem {i} solution | Length = {-out['reward'][i].item():.2f}\")\n", - " env.render(td, actions)" + "for i in range(3):\n", + " print(f\"Problem {i+1} | Cost: {-rewards_untrained[i]:.3f}\")\n", + " env.render(td_init[i], actions_untrained[i])" ] }, { @@ -742,15 +742,14 @@ "GPU available: True (cuda), used: True\n", "TPU available: False, using: 0 TPU cores\n", "IPU available: False, using: 0 IPUs\n", - "HPU available: False, using: 0 HPUs\n", - "/home/botu/mambaforge/envs/rl4co-new/lib/python3.11/site-packages/lightning/pytorch/trainer/connectors/logger_connector/logger_connector.py:67: Starting from v1.9.0, `tensorboardX` has been removed as a dependency of the `lightning.pytorch` package, due to potential conflicts with other packages in the ML ecosystem. For this reason, `logger=True` will use `CSVLogger` as the default logger, unless the `tensorboard` or `tensorboardX` packages are found. Please `pip install lightning[extra]` or one of them to enable TensorBoard support by default\n", - "Missing logger folder: /home/botu/Dev/parco/lib/rl4co/notebooks/tutorials/lightning_logs\n" + "HPU available: False, using: 0 HPUs\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ + "/home/botu/mambaforge/envs/rl4co-new/lib/python3.11/site-packages/lightning/pytorch/trainer/connectors/logger_connector/logger_connector.py:67: Starting from v1.9.0, `tensorboardX` has been removed as a dependency of the `lightning.pytorch` package, due to potential conflicts with other packages in the ML ecosystem. For this reason, `logger=True` will use `CSVLogger` as the default logger, unless the `tensorboard` or `tensorboardX` packages are found. Please `pip install lightning[extra]` or one of them to enable TensorBoard support by default\n", "val_file not set. Generating dataset instead\n", "test_file not set. Generating dataset instead\n", "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0,1]\n", @@ -786,7 +785,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Epoch 2: 100%|██████████| 196/196 [00:11<00:00, 17.46it/s, v_num=0, train/reward=-4.05, train/loss=-.0389, val/reward=-3.99] " + "Epoch 2: 100%|██████████| 196/196 [00:04<00:00, 41.04it/s, v_num=2, train/reward=-4.05, train/loss=-.158, val/reward=-4.00] " ] }, { @@ -800,7 +799,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Epoch 2: 100%|██████████| 196/196 [00:19<00:00, 10.13it/s, v_num=0, train/reward=-4.05, train/loss=-.0389, val/reward=-3.99]\n" + "Epoch 2: 100%|██████████| 196/196 [00:08<00:00, 22.02it/s, v_num=2, train/reward=-4.05, train/loss=-.158, val/reward=-4.00]\n" ] } ], @@ -819,55 +818,34 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 22, "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Problem 0 solution | Length = 3.27\n" - ] - }, { "data": { - "image/png": "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", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAA5MAAAGyCAYAAAB5gJAzAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8g+/7EAAAACXBIWXMAAA9hAAAPYQGoP6dpAACacklEQVR4nOzdd1xT1/sH8E8SpgooqIiKilvEicU9QJwtbnHUulqrWGvdonUU+3WPOuqoKI5qHdWqxYEbJ0oFUSluURwMEWXITvL7Iz9uiYAyMuHzfr14Nefm3HufpGrycM55jkgul8tBREREREREVABibQdARERERERE+ofJJBERERERERUYk0kiIiIiIiIqMCaTREREREREVGBMJomIiIiIiKjAmEwSERERERFRgTGZJCIiIiIiogJjMklEREREREQFxmSSiIiIiIiICozJJBERERERERUYk0kiIiINuXjxItzc3FC5cmWIRCIcPnz4k+f4+/ujefPmMDY2Ru3atbF9+3a1x0lERJQfTCaJiIg05P3792jSpAnWr1+fr/7h4eH4/PPP4ezsjJCQEEyaNAnffPMNTp48qeZIiYiIPk0kl8vl2g6CiIiopBGJRDh06BD69OmTZ5+ZM2fi2LFjCA0NFY4NHjwY7969g5+fnwaiJCIiypuBtgPID5lMhlevXsHMzAwikUjb4RARkRbI5XIkJiaicuXKEItLxsSagIAAuLq6Kh3r1q0bJk2alOc5aWlpSEtLE9oymQxxcXGwsrLiZygRUQmlrs9QvUgmX716BVtbW22HQUREOuD58+eoWrWqtsPQiKioKFhbWysds7a2RkJCAlJSUmBqaprjnMWLF8PLy0tTIRIRkR5R9WeoXiSTZmZmABQv3tzcXMvREBGRNiQkJMDW1lb4TKDczZo1C1OmTBHa8fHxqFatGj9DiYhKMHV9hupFMpk1Lcfc3JwfhEREJVxJmqpZqVIlREdHKx2Ljo6Gubl5rqOSAGBsbAxjY+Mcx/kZSkREqv4MLRmLToiIiPRQ69atcfbsWaVjp0+fRuvWrbUUERER0X+YTBIREWlIUlISQkJCEBISAkCx9UdISAgiIiIAKKaoDh8+XOg/btw4PHnyBDNmzMC9e/ewYcMG7N+/H5MnT9ZG+EREREqYTBIREWnIjRs30KxZMzRr1gwAMGXKFDRr1gzz5s0DAERGRgqJJQDY2dnh2LFjOH36NJo0aYKVK1diy5Yt6Natm1biJyIiyk4v9plMSEiAhYUF4uPjud6DiKiE4mdB4fB9IyIidX0WcGSSiIiIiIiICozJJBERERERERUYk0kiIiIiIiIqMCaTREREREREVGBMJomIiIiIiKjAmEwSERERERFRgRU4mbx48SLc3NxQuXJliEQiHD58+JPn+Pv7o3nz5jA2Nkbt2rWxffv2QoRKREREREREuqLAyeT79+/RpEkTrF+/Pl/9w8PD8fnnn8PZ2RkhISGYNGkSvvnmG5w8ebLAwRIREREREZFuMCjoCT169ECPHj3y3X/Tpk2ws7PDypUrAQANGjTA5cuX8csvv6Bbt24FvT0RERERERHpALWvmQwICICrq6vSsW7duiEgIEDdtyYiIiIiIiI1KfDIZEFFRUXB2tpa6Zi1tTUSEhKQkpICU1PTHOekpaUhLS1NaCckJKg7TCIiIiIiIioAnazmunjxYlhYWAg/tra22g6JiIjyIJXJEfD4DY6EvETA4zeQyuTaDomIiIg0QO0jk5UqVUJ0dLTSsejoaJibm+c6KgkAs2bNwpQpU4R2QkICE0oiIh3kFxoJL98wRManCsdsLEww380e3R1stBgZERERqZvaRyZbt26Ns2fPKh07ffo0Wrdunec5xsbGMDc3V/ohIiLd4hcaCY9dwUqJJABExafCY1cw/EIjtRQZERERaUKBk8mkpCSEhIQgJCQEgGLrj5CQEERERABQjCoOHz5c6D9u3Dg8efIEM2bMwL1797Bhwwbs378fkydPVs0rICIijZPK5PDyDUPWhFa5NEN4LuuYl28Yp7wSEREVYwWe5nrjxg04OzsL7azpqCNGjMD27dsRGRkpJJYAYGdnh2PHjmHy5MlYs2YNqlatii1btnBbECIiPXb2Vjge/3MOKU9DkPr0JkxsG8Gqx0TheTmAyPhUBIbHoXUtK+0FSkRERGpT4GSyU6dOkMvz/k3z9u3bcz3n5s2bBb0VERHpiIyMDFy7dg2nT5/G6dOnERgYCJlMJjyfkpEOWWY6xAZGSufFJKZ+eCkiIiIqJtRegIeIiPSPXC7HvXv3hOTR398fSUlJeffPTEPSndMwb/a50vGKZibqDpWIiIi0hMkkEREBAGJiYnDmzBmcPn0aZ86cwYsXL/LsW6ZMGRhUdYC4SmOY1GiGxDunkRTiB7OmPSESiSACUMnCBE52lpp7AURERKRRTCaJiEqolJQUXL58GadOncLp06dx69atPPuKxWI4OTmhS5cu6NKlC1q2bIlzD97AY1cwACDzzXNkxIQj9dktlKrRFAAw380eErFIEy+FiIiItIDJJBFRCSGTyXDr1i1h6uqlS5eQlpaWZ//atWsLyaOzszPKli2r9Hx3BxtsHNYcXr5hePFGMYqZEHgINZu04j6TREREJQCTSSKiYuz58+dC8njmzBnExsbm2bdcuXJwdXUVEsgaNWp88vrdHWzQvmZZmM+JBgCkhgdh0+cV0YSJJBERUbHHZJJIB0llcgSGxyEmMRUVzRTrzjhdkPIjISEB/v7+QgJ5//79PPsaGhqibdu2QvLYvHlzSCSSAt/z8aOHSpVd16z+BT4+PoWKn4iIiPQHk0kiHeMXGgkv3zBExv+3pYKNhQmnDVKuMjMzERgYKCSP165dg1QqzbO/g4ODkDx26NABpUuXLnIMd+/eVWrv3r0bCxcuhI0N/7wSEREVZ0wmiXSIX2gkPHYF48OdXKPiU+GxKxgbhzVnQlnCyeVyPHz4UEgez58/j4SEhDz729jYCFNXXV1d1ZLgfZhMpqen49dff8XChQtVfi8iIiLSHUwmiXSEVCaHl29YjkQSAOQARAC8fMPQxb4Sp7yWMLGxsTh79qyQQEZEROTZt1SpUujYsaMw+tiwYUOIROr98/JhMgkAGzduxOzZs1Uy8klERES6ickkkY4IDI9TmtoKANLkeLwPPQezz/oAIhEi41MRGB6H1rWstBMkaURqaiquXLkiJI83b96EXJ7brxkAkUiEFi1aCMlj69atYWxsrNF4c0sm3759i23btmHChAkajYWIiIg0h8kkkY6ISfwgkUxJQNTv05D5LhKZCa9RrvMYiESiHP1I/8nlcty+fVtpy46UlJQ8+9vZ2QnJo4uLCywtLTUYrbLMzMw8i/z88ssv8PDwKFRRHyIiItJ9TCaJdERFMxOl9vvQc8h8FwkASAz6G5DLUM51bI5+pJ9evnyptGVHTExMnn3Lli0LFxcXIYGsVauWBiP9uPDwcKSnp+f63JMnT3D48GH0799fw1ERERGRJjCZJNIRTnaWsLEwQVR8KuQAzFr0RmbiGyT+cwgAkBh8FKYGQIuFPbQbKBVKUlKS0pYduU0NzWJgYIA2bdoIyWOLFi10dnQv63U0aNAAUVFRePv2LQDg2LFj8PX1xY4dO5hMEhERFVNMJol0hEQswnw3e3jsCoYIAEQilHMejYzXT5H69CYAICbwKL4a9iX++OMPiMVircZLHyeVSnHjxg2cOnUKp0+fRkBAADIzM/Psb29vLySPHTt2RJkyZTQYbeE9ePAA06dPx4IFC9C1a1dcunQJAFCtWjVs3LgRGRkZkMvlai8CRERERJrHZJJIh3R3sMHGYc2FfSZFIhHK9/bEi3VDAZli78B9+/bh+fPnuHjxos6OVpVUjx8/FkYez507h3fv3uXZ19raWmnLjipVqmguUBUaO3YszMzMAAA1a9YUksknT57AwcEBhoaG2gyPiIiI1IjJJJGO6e5ggy72lRAYHoeYxFRUNDPBlsQR8PHxEfpcvXoV1apVQ0BAAKpVq6bFaEu2uLg4nDt3Tkggw8PD8+xrYmKitGVHo0aNisVoXVYiCSiSySxPnjzRRjhERESkQUwmiXSQRCxS2v7DaPx4pWQSAF69eoU6depg27ZtGDp0qKZDLJHS0tIQEBAgJI83btz46JYdzZo1E5LHtm3bwsSkeBdPYjJJRERUsjCZJNIDjo6OcHR0RFBQkNLx9PR0fPnllzhy5Ag2btyo1S0iiiO5XI5///1XSB4vXLiA5OTkPPtXq1ZNSB47d+6M8uXLazBa7WMySUREVLIwmSTSE2PHjsW3336b63P79+/HpUuX8Pvvv6Nz584ajqx4iYyMxJkzZ4QtOyIjI/Psa25uDmdnZyGBrFOnTrGYulpYTCaJiIhKFiaTRHpiyJAhmDp1KhITE3N9vkGDBmjVqpWGo9J/79+/x8WLF4XRx9DQ0Dz7SiQStGrVSkgenZycYGDAf0azWFtbw9TUFCkpKQgPD4dMJmPVYSIiomKM34KI9ESZMmUwbNgwbNy4Mdfnz507h6+++gp79+6FkZGRhqPTH1KpFMHBwULyePXqVaSnp+fZv169ekLy2KlTJ5ibm2swWv0iEolQs2ZN/Pvvv0hNTUVUVBQqV66s7bCIiIhITZhMEumRsWPHCslkbmsoDx06BHd3d+zfv58JZTbh4eFKW3bExcXl2bd8+fLClh1dunSBra2tBiPVf1nJJKCY6spkkoiIqPhiMkmkR5o0aYJWrVrh7du3uHTpElxcXHDt2jWlPkeOHEH//v1x4MABGBsbaylS7Xr37p3Slh2PHz/Os6+xsTHat28vJI9NmjTh1Mwi+HDdZLt27bQYDREREakTk0kiPTN27FhIpVKYmpri4MGDcHR0RFRUlFKfo0ePol+/fjh48GCx344CUFS1vXbtmpA8/vPPP5DJZHn2b9q0qZA8tmvXDqamphqMtnhjER4iIqKSg8kkkZ5xd3eHRCIBAFSuXBkHDx5Ep06dkJGRodTv+PHj6NOnDw4dOlTskiW5XI67d+8qbdmRlJSUZ/+qVasqbdlRsWJFDUZbsjCZJCIiKjmYTBLpmVKlSim127Rpg3Xr1mHcuHHCMZFIBLlcjpMnT6J37944fPhwjvP0TXR0tNKWHS9fvsyzb5kyZZS27KhXr16J3rJDk5hMEhERlRxMJomKgbFjxyIoKAje3t4AAENDQ2RkZEAul+P06dNwc3PD33//jdKlS2s50vxLTk7GpUuXhOTx1q1befaVSCRwcnISkseWLVvC0NBQg9FSlho1agiPmUwSEREVb0wmiYqJdevWITQ0FAEBAUhPT0fFihURGxsLmUyGc+fO4YsvvsDRo0d1NqGUyWQICQkRpq5evnwZaWlpefavU6eOkDw6OzvDwsJCg9FSXkqVKgUbGxtERkYiMjISycnJej8qTkRERLljMklUTBgbG+PAgQNCQZ6YmBg0btwYoaGhkMlk8Pf3R48ePXDs2DGYmZlpO1wAQEREhJA8nj17FrGxsXn2tbS0hKurq7BtR/YRMNItNWvWRGRkJADg6dOnsLe313JEREREpA5MJomKkQ8L8ty+fRu9e/fG0aNHIZVKcenSJfTo0QPHjx+Hubm5xuNLSEjA+fPnhQTywYMHefY1MjJC27Zt0aVLF3Tt2hXNmjXjlh16ombNmrhy5QoAxVRXJpNERETFE5NJomKmTZs2+PXXXzF27FgAin0np0yZgrVr1yIzMxNXrlxB9+7dceLECbVPDc3IyEBgYKCQPF6/fh1SqTTP/o0aNRKmrnbo0IHTI/UUi/AQERGVDEwmiYqhb7/9FkFBQdi8eTMAYNOmTVi+fDmmT5+OzMxMBAQEoGvXrjh58iTKli2rsvvK5XI8ePBASB7Pnz+PxMTEPPvb2NgIyaOrqysqVaqkslhIe5hMEhERlQxMJomKqbVr1+LOnTsICAhAcnIy1q1bh+3bt2PUqFHCiGGXLl1w6tQplCtXrtD3ef36Nc6ePSskkM+fP8+zb+nSpdGxY0chgbS3t+eWHcUQk0kiIqKSgckkUTFlbGyMgwcPwtHREZGRkXjy5Al27tyJP//8E+7u7khPT8eNGzfg6uqK06dPw9LSMl/XTU1NxeXLl4Xk8ebNm3n2FYvFaNGihZA8tm7dGkZGRqp6iaSjmEwSERGVDEwmiYoxGxsbHDx4EB07dkRGRgZOnTqFZs2a4fDhw+jbty/S0tIQHByMzp0748yZM7CysspxDZlMhtu3bwvJ46VLl5CamprnPWvWrCkkjy4uLkUa9ST9VKlSJZiYmCA1NRVPnjyBXC7nCDQREVExJJLL5XJtB/EpCQkJsLCwQHx8vFYqUBLpO29vb3z77bdCe9++fbCwsECfPn2ExLBx48Y4c+YMKlSogBcvXgjJ45kzZ/D69es8r122bFl07txZSCCzj0pRyWVvb4+7d+8CACIjI1WyHpafBYXD942IiNT1WcCRSaISYMyYMQgKCsJvv/0GABg1ahQCAgLg6+uLXr16ISUlBbdv30b9+vVhZWWFhw8f5nktQ0NDtGnTRkgeHR0dIZFINPVSSE/UrFlTSCafPHnC4kpERETFEJNJohIiqyDP1atXkZycjO7du2PEiBGoVasWQkNDAQBxcXGIi4vLcW7Dhg2VtuwoU6aMpsMnPfPhusk2bdpoMRoiIiJSByaTRCWAXC5HREQE3NzcEBwcjNTUVERGRmLJkiW59pdIJOjTpw969eoFV1dXVK5cWcMRk75jER4iIqLij8kkUTH15s0bnDt3Tlj7+PTp0zz7mpqaolGjRggJCUF6ejqkUinu3LmDNWvWMJGkQmEySUREVPwxmSQqJtLS0nD16lUheQwKCkJe9bVEIpHSc5s3b8awYcNw5coV9OjRA4mJiXjw4AE6deqE8+fPo2rVqpp6GVRMMJkkIiIq/sTaDoCICkcul+POnTtYtWoVevToAUtLS7i4uGDx4sW4ceNGjkSyevXq+Oabb7Bv3z68fv0a48aNE54bO3Ysbt26hbZt2+LUqVNCla9Hjx6hY8eOiIiI0OhrI/1nZ2cnPGYySUREVDxxaxAiPfLq1SucOXNG2LIjKioqz77m5uZwcXERCufUrl1baa+/9PR0ODs74+rVqwAUX/7/+ecfWFlZITAwEF27dkV8fDwAoEaNGjh//jxq1Kih1tdHxUulSpUQHR0NAEhOToapqWmRrsfPgsLh+0ZERNwahKgEev/+PS5cuCBMXf3333/z7GtgYIBWrVoJyeNnn30GA4O8/4obGRnhwIEDaNGiBV69eoXw8HAMGTIEx48fh5OTE86cOYMuXbrg3bt3ePr0KTp27Ah/f3+lEScqOZKSkmBqalqgbWDsatYUksnDF0Pg3qUVJGLRJ84iIiIifcFkkkiHSKVSBAUFCcnj1atXkZGRkWf/+vXrC8ljp06dYGZmVqD72djY4ODBg+jYsSPS09Nx+vRpzJ49G8uWLUOLFi1w9uxZuLq64u3bt4iIiEDHjh1x/vx51KpVq6gvlfRMfHw8GjRoACcnJ3Tu3BmdO3dG3bp1lUa7s/MLjcSjlFJC+4ctJ7E2OBnz3ezR3cFGU2ETERGRGnGaK5GWPXnyREgez507h7dv3+bZt0KFCnB1dUWXLl3g6uoKW1tblcSwZcsWjBkzRmjv2bMHgwcPBgCEhITA1dUVb968AQBUqVIF58+fR506dVRyb30glckRGB6HmMRUVDQzgZOdZYkcYfvxxx+xaNEioV2lShUhsezcuTOqVKkCQJFIeuwKxttLuxB/dS8AoJzrWFg4ugEANg5rXqiEkp8FhcP3jYiI1PVZwGSSSMPevn2rtGXHx4qTmJiYoH379sLoY+PGjSEWq6duloeHBzZt2gRAsVVIQEAAmjRpAgC4ffs2OnfujNjYWABA5cqVce7cOdSrV08tsegSv9BIePmGITI+VThmY2FSLEfYMjIykJKSovSTnJwsPI6OjsaIESMgk8lyPb9evXpwcXHBmfgKSCnfACmPruPN8dUAALMWvWHZeQxEACpZmODyTJcCJ+T8LCgcvm9ERMRkkh+EpKfS09MREBAgJI83btzI88s4ADRr1kxIHtu2bVvkoiUFidPFxQVXrlwBoCi6c+PGDVhZWQEAQkND0blzZ8TExABQFFc5f/486tevr5H4tCFrhO3DfySzUqDCjrDll1QqzTOxK+qx3PpkZmaqMHoRDCwrA1IpjKs2gGmtz1C6QQfh2T1jWqF1LasCXZGfBYXD942IiFiAh0hPyOVyhIWFCcnjhQsX8P79+zz729raCslj586dUaFCBQ1G+5+sgjyOjo549eoVnj59isGDB+PEiRMwMDCAg4MDzp8/DxcXF0RHRyMqKgqdOnXCuXPnYG9vr5WY1Ukqk8PLN0wpkZTLZZBnpkOemQ5kpMFz2ylUHNYE6WmpRUri8jr2sfWyukxsao5S9dqgdP0OMLZtCJE4Z9GemMTUXM4kIiIifcJkkkgFoqKilLbsePXqVZ59zczM4OzsLCSQHytiommVKlXCX3/9hQ4dOiA9PR1nzpwRCvIAgL29Pfz9/eHi4oLIyEhER0cLCaWDg4OWo1etwPA4pamtGXEv8cp7rFKfFwAcV2k4MDUwNjZGqVKlYGpqqvST27H9+/cjMTExxzXKlSuHfv36waFdd/wSZpRrApldRTMTdb0cnbd+/XosX74cUVFRaNKkCdatWwcnJ6c8+69evRobN25EREQEypcvjwEDBmDx4sUwMSm57yEREekGJpNEhZCcnIxLly4Jo4+3b9/Os69EIkHLli2F5NHJyQmGhoYajLZgWrZsiQ0bNuCbb74BACxfvhzNmzcXCvLUr18f/v7+cHZ2xqtXr/D69Ws4OzvjzJkzwhrL4uDDkTNNrgcwMjLKM5nL63hhj5mYmOR7HW5wcDC2bt0qtM3NzdGnTx8MGjQIrq6uMDIyglQmx76l5xAVn5rre5a1ZtLJzlI1b5ae2bdvH6ZMmYJNmzahZcuWWL16Nbp164b79++jYsWKOfr/8ccf8PT0hI+PD9q0aYMHDx5g5MiREIlEWLWqGPwmg4iI9BqTSaJ8kMlkuHnzppA8Xr58Genp6Xn2r1OnjpA8Ojs7w8LCQoPRFt3XX3+NoKAgbNy4EQAwevRoNGjQQEgW69atiwsXLsDZ2RkvXrxAbGwsXFxccPbsWTRt2lSLkavOhyNnYpPSgNgAkjKWEBuaQGRoBJGBERpXrwgbK/N8J3OfSvJMTEwKtJejJq1YsQKlS5dGr169MGjQIHTr1i3H6JhELMJ8N3t47AqGCMpJeNb4+3w3+xJZDRcAVq1ahTFjxmDUqFEAgE2bNuHYsWPw8fGBp6dnjv5Xr15F27ZtMXToUACKtcxDhgzB9evXNRo3ERFRbphMEuXh2bNnQvJ49uxZYWuM3FhZWaFz585CAlm9enUNRqoeq1evxp07d3D58mWkpKSgT58+SgV5ateuLSSUERERiIuLU1TyPHMGzZs313L0RedkZwkbCxNhhM2gVFkYWlWFQdlKqNBnFsRiSaGrkuqjzMxMuLu7Y8uWLShVqtRH+3Z3sMHGYc1zVMGtVEyr4OZXeno6goKCMGvWLOGYWCyGq6srAgICcj2nTZs22LVrFwIDA+Hk5IQnT57g+PHj+Oqrr/K8T1paGtLS0oR2QkKC6l4EERFRNkwmif5ffHw8zp8/LySQDx8+zLOvkZER2rVrJySPzZo1U9uWHdpiZGSEP//8Ey1atMDLly9zFOQBgJo1a+LChQvo1KkTnj17hrdv36Jz5844deoUPvvsMy2/gqLJbYTNsFxlJD+4irdnN8PSdVyJGmEzMDBAnz598t2/u4MNuthX4v6c2cTGxkIqlcLa2lrpuLW1Ne7du5frOUOHDkVsbCzatWsHuVyOzMxMjBs3DrNnz87zPosXL4aXl5dKYyciIspN8fr2S1QAGRkZuHz5MubPn482bdrAysoKffv2xYYNG3JNJBs3boypU6fCz88Pb9++xdmzZ+Hp6QlHR8dil0hmqVSpEg4ePAgjIyMAwJkzZ5RGVQDFtLsLFy7Azs4OAPDu3Tt06dKlWEzDyxphq2ShmMppUK4yACAx+Bhc0gNK7AhbfknEIrSuZYXeTaugdS2rEp1IFpa/vz8WLVqEDRs2IDg4GH/99ReOHTuGn3/+Oc9zZs2ahfj4eOHn+fPnGoyYiIhKEu4zSSWGXC7H/fv3hZFHf3//XKtSZqlcubIw8ujq6ppjNKEk8fHxwddffy20//jjDwwZMkSpz/Pnz+Hs7IzHjx8DUFStPXnyJFq3bq3RWNVBKpMjMDwOu3duw/oF04XjO3fu/Oh0Q1Itff8sSE9PR6lSpXDgwAGlUd4RI0bg3bt3OHLkSI5z2rdvj1atWmH58uXCsV27duHbb79FUlJSvn6Rpe/vGxERFR33mSQqhNevXwtbdpw+fRovXrzIs2/p0qXRqVMnIYFs0KCBzmzZoW2jR49GUFAQNmzYAEBRoKdBgwZKxXZsbW2FbUMePnyIxMREdO3aFSdOnEC7du20FLlqZI2wZXR2wvoF/x0fPXo0bGxs4Orqqr3gSG8YGRnB0dERZ8+eFZJJmUyGs2fPYsKECbmek5ycnCNhzCrQpAe/CyYiomKOySQVKykpKbh8+bKQPIaEhOTZVywW47PPPhOSx1atWgnTOSmnX375Bbdv3xYK8vTt21epIA8AVK1aVdg25MGDB0hKSkL37t1x/PhxdOjQQYvRq0adOnWU2pmZmejXrx8uXrxYbKrYknpNmTIFI0aMQIsWLeDk5ITVq1fj/fv3QnXX4cOHo0qVKli8eDEAwM3NDatWrUKzZs3QsmVLPHr0CHPnzoWbm5vOVv0lIqKSg8kk6TWZTIZbt24pbdmRmpqaZ/9atWopbdlRrlw5DUar34yMjHDgwAE4OjoKBXkGDRoEPz8/oSAPoJgenDVCee/ePbx//x49evTAsWPH0KlTJ+29ABWoVKkSypQpg6SkJOFYYmIievTogWvXrhWLKr6kXoMGDcLr168xb948REVFoWnTpvDz8xOm0UdERCiNRM6ZMwcikQhz5szBy5cvUaFCBbi5uWHhwoXaeglERESCQq2ZXL9+PZYvX46oqCg0adIE69atg5OTU579V69ejY0bNyIiIgLly5fHgAEDsHjx4hz7k+WF6z0ou+fPnytt2fH69es8+5YrV05py46sIjFUeIGBgejQoYOw9cDUqVOxYsWKHP2io6Ph4uKCsLAwAICpqSl8fX3RuXNnjcaras2aNct1xLt+/fq4cuUKLC0tNR9UCcHPgsLh+0ZERDqzZnLfvn2YMmUKNm3ahJYtW2L16tXo1q0b7t+/j4oVK+bo/8cff8DT0xM+Pj5o06YNHjx4gJEjR0IkEmHVqlUqeRFUvCUkJMDf319IIO/fv59nX0NDQ7Rt21ZIHps3b86pYCrm5OSEjRs3YvTo0QCAlStXonnz5sKm6lmsra1x/vx5uLq64s6dO0hJScEXX3yBv//+G126dNFG6CpRp06dXJPJe/fuoVevXjh9+jRMTU01HxgRERGRhhV4ZLJly5b47LPP8OuvvwJQTDO0tbXF999/D09Pzxz9J0yYgLt37+Ls2bPCsalTp+L69eu4fPlyvu7J36qWLJmZmQgMDBSSx+vXryMzMzPP/g4ODkLy2KFDB5QuXVqD0ZZcEyZMwPr16wEoRh2vXr2a67rB2NhYuLq64tatWwAAY2NjHD58GN27d9dkuCrz448/YtGiRUrHzM3N0bx5c6SlpeGLL7746B6AVHj8LCgcvm9ERKQTI5Pp6ekICgpS2mdOLBbD1dUVAQEBuZ7Tpk0b7Nq1C4GBgXBycsKTJ09w/PhxltMngVwux6NHj3D69GmcOnUK58+fR0JCQp79K1WqJGzX4erqisqVK2swWsqSVZDn0qVLSElJQZ8+fXDjxg2UL19eqV/58uVx9uxZdOnSBTdv3kRaWhp69+6NQ4cOoWfPnlqKvvA+LMIDKAo/7dq1C1WqVNFCRERERETaUaBkMjY2FlKpNMd+e9bW1rh3716u5wwdOhSxsbFo164d5HI5MjMzMW7cuI/+5j4tLU1YjwXgo4kF6ac3b97g7Nmzwujjs2fP8uxramqKjh07okuXLujatSsaNmzILTt0gKGhIf7880+0aNECL168wLNnzzBo0CCcPHlSqSAPAFhZWeHMmTPo2rUrgoKCkJ6ejr59++LgwYP44osvtPQKCicrmfzyyy+RlpaGAwcOICMjA6tXr1baC5CIiIiouPv0bsdF5O/vj0WLFmHDhg0IDg7GX3/9hWPHjuHnn3/O85zFixfDwsJC+LG1tVV3mKRmaWlpOHfuHGbNmoUWLVqgQoUKGDRoELZs2ZIjkRSJRGjRogVmzZqFc+fO4e3btzhx4gSmTJkCBwcHJpI6xNraGn/99ReMjY0BAOfOncPMmTNz7WtpaYnTp0/js88+A6CY6dCvX79cN2rXZbVr10bTpk2xefNmpdf622+/4d27d9oLjIiIiEjDCrRmMj09HaVKlcKBAweEDZcBYMSIEXj37l2uXwrbt2+PVq1aKf3GfteuXfj222+RlJSUYzNmIPeRSVtbW6730CNyuRx37twRRh4vXryIlJSUPPvXqFFDWPfo4uKitHch6b7t27cL++QBwO7du3MU5MkSHx+Pbt264fr16wAAAwMD7Nu3D/369dNIrEUll8vx4sUL4ZdcnTt3xrlz5wAAixYtUloGQKrFtX+Fw/eNiIjU9VlQoJFJIyMjODo6KhXTkclkOHv2LFq3bp3rOcnJyTkSxqzqmnnlscbGxjA3N1f6Id336tUr7NixA8OGDYONjQ2aNGmCadOm4eTJkzkSSQsLC/Tt2xcbNmzAw4cP8eTJE2zevBkDBw5kIqmHRo4cie+++05of/3117h582aufS0sLHDq1Cm0adMGgKLgkru7O/7880+NxFpUIpFIabZE9tHJNWvWfHSfUyIiIqLipMBbg0yZMgUjRoxAixYt4OTkhNWrV+P9+/fCqMTw4cNRpUoVLF68GADg5uaGVatWoVmzZmjZsiUePXqEuXPnws3NjVs26LmkpCRcuHBBGH3M2k8wNwYGBmjdurUw+tiiRYsc6+pIv2UvyJOamoq+ffvmWpAHUFQ/9fPzQ8+ePXH58mVIpVIMGTIEMpkMgwYN0kL0hdelSxc0a9YMN2/eRHR0NHbs2IGxY8dqOywiIiIitSvwt/lBgwbh9evXmDdvHqKiotC0aVP4+fkJRXkiIiKURiLnzJkDkUiEOXPm4OXLl6hQoQLc3NywcOFC1b0K0gipVIobN24IyWNAQAAyMjLy7N+gQQMheezYsSPMzMw0GC1pWkEK8gCAmZkZTpw4gc8//xwXL16EVCrF0KFDhf/qC5FIhBkzZmDIkCEAgBUrVuCbb77hL8uIiIio2CvwPpPawPUe2vP48WMheTx37txHC4xUrFgRrq6uwrYdVatW1VygpDP++ecftG/fXlj3PHnyZKxatSrP/u/fv4ebmxvOnz8PQLHd0Pbt2/Vq+6DMzEzUrVsX4eHhAID9+/dj4MCBWo6q+OFnQeHwfSMiInV9FjCZJCVxcXE4d+6ckEBmfTnOjYmJCTp06CCMPjZq1CjXgkpU8nxYkOf333/HsGHD8uyfnJyMXr16CeuxRSIRfHx8MHLkSHWHqjIbNmwQ1o06Ojrin3/+YeVhFeNnQeHwfSMiIiaT/CBUi/T0dFy9elVIHoOCgiCTyfLs37x5cyF5bNu2LUxMTDQYLemT77//Hr/++isAxS8erl69imbNmuXZPyUlBX369MGpU6cAKBJKb29vfP311xqJt6hSUlJQvXp1vH79GgBw5swZdO7cWctRFS/8LCgcvm9ERMRkkh+EKiGXy/Hvv/8KyeOFCxeQnJycZ/9q1aoJyWPnzp1zLaZClJuMjAy4urri4sWLAIDq1avnWZAnS1bhHj8/P+HYb7/9hm+//Vbt8arC//73P8ydOxeAojBPVmJMqsHPgsLh+0ZEREwm+UFYaFFRUThz5oyQQEZGRubZ19zcHM7OzsLax7p163KqHhVaTEwMHB0d8eLFCwCAi4tLngV5sqSmpmLAgAE4duyYcGzDhg3w8PBQe7xFFRcXh2rVquH9+/cAgODg4I+OxlLB8LOgcPi+ERERk0l+EOZbcnIyLl68KCSPd+7cybOvRCJBy5YthdFHJycnGBoaajBaKu5u3LiBdu3a5bsgDwCkpaVh4MCB8PX1FY6tW7cOEyZMUGusqjBlyhT88ssvAIDBgwdjz549Wo6o+OBnQeHwfSMiIiaT/CDMk1Qqxc2bN4Xk8cqVK0hPT8+zf926dYXksVOnTrCwsNBgtFQS7dixQ6mYzqcK8gCK9byDBg3C4cOHhWOrV6/GDz/8oKYoVeP58+eoWbMmMjMzIRaL8fDhQ9SsWVPbYRUL/CwoHL5vRETEZJIfhEqePn0qJI9nz55FXFxcnn2trKyEaatdunRBtWrVNBgpkcLEiROxbt06AIqCPFeuXEHz5s0/ek5GRgaGDBmCgwcPCsdWrlyJKVOmqDXWohoxYgR27twJABg/fjzWr1+v5YiKB34WFA7fNyIiYjJZwj8I3717h/PnzwsJ5KNHj/Lsa2xsjHbt2gnJY9OmTbllB2ldRkYGunTpggsXLgBQFHe6ceMGKlSo8MnzvvzyS/z555/CsaVLl2LGjBlqjbco/v33Xzg4OABQJM7Pnj1DxYoVtRyV/uNnQeHwfSMiInV9FuRdBYO0KiMjA9euXROSx8DAwI9u2dGkSRMheWzfvj1MTU01GC3RpxkaGmL//v1o0aIFnj9/joiICAwaNAinTp36aEEeQ0ND/PHHH5BIJNi7dy8AYObMmZBKpZg1a5amwi+Qhg0b4osvvsDRo0eRmpqKdevW4eeff9Z2WEREREQqxZFJHSGXy3Hv3j0hefT390dSUlKe/atUqaK0ZYe1tbUGoyUqvA8L8kyaNEkoWPMxmZmZGDlyJHbv3i0cW7BggbAVh665fPky2rdvDwAoV64cIiIiUKZMGS1Hpd9KwmeBOvB9IyIijkwWQzExMTh16jT2HD6G65f98SY67y07ypQpg06dOgkJZP369bllB+mlFi1aYPPmzRgxYgQARVGd5s2b46uvvvroeQYGBtixYwckEomwHnHevHmQyWSYP3++2uMuqHbt2qFNmza4evUq3r59C29vb0yePFnbYRERERGpDEcmNSglJQWXLl0SRh9v3bqVZ1+xWAwnJycheWzZsiWMjIw0GC2Rev3www9Yu3YtgPwX5AEU1YvHjBmDbdu2Ccfmzp0LLy8vnfsFy99//43evXsDAKpWrYrHjx/z73ERFJfPAk3j+0ZERCzAo4cfhDKZDCEhIULyePnyZWFqX24MytnAtEYzmNRoig3TvsKANvU1GC2RZhW2IA+g+Ls1duxYbNmyRTg2a9YsLFy4UKcSSplMhkaNGiEsLAwAsH37dmFElgpOXz8LtI3vGxERMZnU4gehXC7/5BdUuVyOiRMn4uLFixCJREhKSkJkZCSSk5PzPEdsYgaT6k1gUqMpTO2aQWJeASKRGCIAlSxMcHmmCyRi3fliTKRqMTExQkEeAOjUqRNOnToFQ0PDT54rk8kwfvx4/Pbbb8KxGTNmYMmSJTqVUG7fvh2jRo0CANjb2+POnTusrlxI2v4s0Fd834iISF2fBfxG8xEvXrzA0KFDkZGRkWefhIQEHDlyBN9//z38/Pxw+/Zt3Lp1C48fP84zkSxVugwMrKrCqHI9iE1KQ5aaiLcXduDNMUUREjmAyPhUBIbnvXckUXFQsWJFHDp0CCYmJgAAf39/TJ8+PV/nisVibNy4EePHjxeOLVu2DNOmTYMu/Y5s6NChqFq1KgAgLCwMx48f13JERERERKrBZDIXmZmZWL16NRo0aJBjjVNmZiauXr0KLy8vtG3bFpaWlujTpw/Wr1//0b0fs0t+n4TMNy+Q8foZDMtXw7tLu5F89yLeh11AxttXQr+YxFSVvzYiXePo6IjNmzcL7TVr1uD333/P17kikQi//vorvv/+e+HYqlWrMHnyZJ1JKI2MjJQK7yxdulSL0RARERGpDpPJDwQGBsLJyQmTJ09GUlISHB0d8eDBA6xfvx59+vSBlZUV2rZti59++glXr16FVCot8D3KWpZHuc5jUOXb32DeojdK23dSPCGXIeH6QaFfRTMTFb0qIt321Vdf4YcffhDa3377LYKCgvJ1rkgkwpo1azBp0iTh2Jo1azBx4kSdSSjHjBmDsmXLAlBsGXL16lXtBkRERESkAiUmmUzPlGHrpSeYdyQUWy89QXqmTOn5+Ph4TJgwAa1atcLNmzeF4z4+PqhXrx4mTJiAI0eOICEhodAxmJubY8GCBQh/8hj1Og+C2EAx4mnRqj8AxRqvpNCzkCbGwsbCBE52loW+F5G+Wb58OTp16gQASE1NRd++fRETE5Ovc0UiEVatWoVp06YJx3799Vd89913kMlkHzlTM8zMzJSm43J0koiIiIqDElGAZ/HxMHhfCocs2ysVi4Ax7e3g2aMB9u/fj0mTJiEqKqpIcVarVg3NmzdHREQEgoODheMmJib4/vvvMXPmTFhZWQEA/EIj4bFL0UcO4PXhxUi+fwUAYP5ZH+zz2YDuDjZFiodI37x+/RqOjo5CQZ6OHTvi9OnT+SrIAygKYc2aNUspWfv222+xceNGrRe9iY6ORvXq1YWKzv/++y/s7e21GpO+YSGZwuH7RkRELMBTSIuPh+G3i8qJJABIMzPxi88+2NjVw+DBgwucSNauXRvu7u5YsmQJTp06hdevX+PZs2c4dOgQjI2NASg2WR83bhwePXqEZcuWCYkkAHR3sMHGYc1RyUIxldW81UDhufTQU/jMhnvRUclToUIFpYI8Fy5cUBpt/BSRSITFixfjxx9/FI5t3rwZ3377rdZHKK2trYWqroBiJJaIiIhInxXrkcn0TBnqzz0hJJJymRRxpzciLeoRMqKfAPL8fbk0MzNDr1694OjoiObNm6Np06awsLDIte+7d+9QoUIFuLu7w8vLC7Vr1/7otaUyOQLD4xCTmIrFE4fj+qVzAID58+fjp59+yvdrJSpOfv/9dwwfPlxo79ixQ6n9KXK5HD/99BMWLFggHBs5ciS2bNkCiUSi0lgL4vHjx6hbty5kMhkMDQ3x5MkTodIrfRpH2AqH7xsREXFkshB+D3iqNCIpEkuQ/OAaMqIe5TuRBIDExESULl0akyZNQseOHfNMJAHgzZs3CAoKwu7duz+ZSAKARCxC61pW6N20Cpb+PE84vnbtWiQmJuY7RqLiJLeCPDdu3Mj3+SKRCF5eXvDy8hKOZe33WJiiWapSq1YtDBgwAACQkZGBX375RWuxEBERERVVsR6ZnHckFDsDnikdi/nrf0h5eA2QGMKwQg0YVaiB1o6NMWmAM6pXrw6ZTIa0tLQcP6mpqejatavSVFVVk8vlaNeunVDpccWKFZg6dara7kekyzIyMtC1a1f4+/sDAKpWrYqgoCBUrFixQNdZuHAh5syZI7SHDh2KHTt2wMDAQJXh5ltwcDAcHR0BAGXKlEFERATKlSunlVj0DUfYCofvGxERqeuzoFgnk1svPcHPx+4qHUuPCQdEIhha2UIkVkx3m/t5A3zdvqZKYy6so0ePws3NDQBgY2OD8PBwYQ0mUUnz+vVrtGjRAhEREQCADh064MyZM/kuyJNlyZIlmDVrltAeNGgQdu3apbWEskuXLjhz5gwA4H//+5/SGk/KG5OiwuH7RkREnOZaCF+1rgGxSPmYUUU7GFWoISSSYpGin674/PPP0bhxYwBAZGQkduzYoeWIiLTnw4I8Fy9eLFBBniyenp5KBW/27duHIUOGICMjQ2WxFsTMmTOFx2vWrEFKSopW4iAiIiIqimKdTBoZiDGmvd1H+4xpbwcjA915G0QikdIIytKlS5GZmQlAsffeu3fvtBQZkXY0b94c3t7eQnvt2rXYuXNnga8zbdo0rFq1SmgfOHAAgwYNQnp6ukriLIjOnTujefPmABSjr9u3b9d4DERERERFpTtZlJrM6mmPsR3scoxQikXA2A52mNVT9/Z5GzBgAGrVqgUAePLkCf78808AwIQJE/DPP/9oMzQirRg2bBgmTZoktAtakCfL5MmTsWbNGqF96NAhuLu7azyhFIlESqOTK1as0GphICIiIqLCKPbJJKBIKO/93ANzP2+A4a2rY+7nDXDv5x46mUgCiv0ps3/RXLx4Mby9vbF161bcv39fi5ERac/y5cvh7OwMAEhLS0Pfvn0RExNT4OtMnDgRv/76q9A+cuQI+vfvj7S0NJXFmh/9+/dHzZqKtdpPnjzBwYMHNXp/IiIioqIqEckkoJjy+nX7mljQ2wFft6+pU1NbczN8+HBUrlwZAHDnzh2MHTsWAJhMUollYGCAffv2oVq1agCAFy9eYODAgYVa9/jdd99h48aNQvvo0aPo27cvUlNTVRbvp0gkEqX1n0uXLoUe1EMjIiIiEuh2RlUC+fr6YsCAARg5ciRKlSolHM/6kslkkkqy3AryFHb7nHHjxmHz5s1C+8SJE+jTp49Gi+GMHDlS2OokODgYZ8+e1di9iYiIiIqKyaSO6dmzJ8RiMfbu3YtHjx7leJ7JJJV0zZs3x5YtW4T2unXrCl3AZsyYMdi6dStEIsWi6pMnT6J3795ITk5WRaifZGpqiokTJwrtpUuXauS+RERERKrAZFLHSCQS/P7778LasA9FRETg/fv3Go6KSLd8+eWXmDx5stAeN25coYtTjR49Gtu2bRMSytOnT8PNzU1jf8/Gjx+PMmXKAADOnDmDoKAgjdyXiIiIqKiYTOogY2NjHDp0CE2aNMn1+YcPH2o4IiLds2zZMri4uABQFOTp168foqOjC3WtESNGYOfOnRCLFf8knjt3Dl988QWSkpJUFm9eypUrh2+//VZoL1u2TO33JCIiIlIFJpM6ysLCAidOnICdXc59MjnVlei/gjzVq1cHoCjI4+7uXqiCPIBi+5Fdu3YJCaW/vz969uyJxMRElcWcl8mTJ8PQ0BCAYv/Lx48fq/2eREREREXFZFKH2djY4OTJk6hQoYLScSaTRArly5fHoUOHYGpqCkBRkGfKlCmFvt6QIUOwZ88eSCQSAMClS5fQo0cPJCQkqCTevFStWhVffvklAEAmk2HFihVqvR8RERGRKjCZ1HF16tTB8ePHUbp0aeEYk0mi/zRr1kypIM+vv/5a6II8AODu7o59+/bBwMAAAHDlyhV0794d8fHxRQ31o2bMmCE83rZtW6Gn7BIRERFpCpNJPdCiRQv89ddfwpfboFuhOBLyEgGP30Aq4750REOHDlUakSxKQR4A6N+/P/bv3y/8nQsICEDXrl3x7t27ooaapwYNGqBXr14AFGtA165dq7Z7EREREakCk0k90bVrV0z+eTUA4MHDh5i45yaGeF9Du6Xn4Bcaqd3giHTA0qVL0blzZwCKZKxv375FGt3r27cvDh48KKxlDAwMRJcuXfD27VuVxJubmTNnCo83bNigkfWaRERERIXFZFJP+IVG4s93NVDO+WvI01MgTXoDAIiKT4XHrmAmlFTiGRgYYO/evUJBnpcvX2LgwIFIT08v9DV79eqFQ4cOwcjICABw48YNuLq6Ii4uTiUxf6hNmzZo164dAODdu3fw9vZWy32IiIiIVIHJpB6QyuTw8g2DHIC5U1+YO/VDRtxLyOUyZE1y9fIN45RXKvHKly+Pw4cPCwV5Ll26VKSCPADw+eef4/DhwzA2NgYABAcHo3PnzoiNjS1yvLnJPjq5atWqIiXDREREROrEZFIPBIbHITI+VWibtxqA1Cc38GrzWMhSkyAHEBmfisBw9YyWEOmTpk2bYuvWrUJ7/fr12LZtW5Gu2aNHDxw5cgQmJiYAgJCQELi4uOD169dFum5uevbsCXt7ewCK0dU//vhD5fcgIiIiUgUmk3ogJjFVqf3m2C9ICDyEzHeRSAg+mmc/opJqyJAhmDp1qtAeN24cAgMDi3TNbt26wdfXVxj1vHPnDlxcXBATE1Ok635ILBYrVXZdtmwZZDKZSu9BREREpApMJvVARTMTpbZZi97C48Qbf0OWnpJrP6KSbMmSJUJBnvT0dPTr1w9RUVFFuqarqyuOHj2KUqVKAQBCQ0Ph7Oxc5Ot+aMiQIahatSoA4O7duzh69OgnziAiIiLSPCaTesDJzhI2FiYQ/X/bpHoTGNnUBQDIUhKQdOskbCxM4GRnqb0giXSMOgryAICLi4vS3q9hYWFwdnZGZKTqimAZGRkprfVcunSpyq5NREREpCpMJvWARCzCfDfFGioRAJFIBIvWg4TnEwL/wqxutSARi/K4AlHJ9GFBnsuXL2Py5MlFvm7Hjh1x4sQJlClTBgBw7949dOrUCS9fvizytbOMGTMG5cqVAwBcvXoVly9fVtm1iYiIiFSByaSe6O5gg43DmqOShWIqq2ntz2BYoQYAQJoUh8h/TmoxOiLd9WFBng0bNsDHx6fI123fvj1OnjwJMzMzAMCDBw/QqVMnvHjxosjXBoAyZcrgu+++E9ocnSQiIiJdI5LL5Tq/n0RCQgIsLCwQHx8Pc3NzbYejVVKZHIHhcYhJTMWtC8cxf9K3AAA7Ozs8ePAABgYGWo6QSDdNmzYNK1euBKCYRnrx4kW0bNmyyNe9du0aunXrhoSEBABAzZo1cf78eVSrVq3I146JiUH16tWRmqoornXnzh04ODgU+br6ip8FhcP3jYiI1PVZwJFJPSMRi9C6lhV6N62CHyeMRp06dQAA4eHh2LNnj5ajI9JdHxbk6d+/v0oK57Rq1QqnT5+GhYUFAODJkyfo2LEjnj59WuRrV6xYEaNHjxbay5cvL/I1iYiIiFSFyaQek0gk8PT0FNqLFy/mFgJEeTAwMMC+fftQo0YNAKoryAMATk5OOHPmDMqWLQsAePr0KTp27Ijw8PAiX3vq1KkQixX/VP/xxx+IiIgo8jWJiIiIVIHJpJ4bNmwYbG1tASi2EDh06JCWIyLSXVZWVmopyAMALVq0wNmzZ2FpqaiqHBERgY4dO+Lx48dFum7NmjXh7u4OAMjMzMTq1auLGioRERGRSjCZ1HNGRkaYPn260F64cCH0YBkskdY0adJEqQCPqgryAEDz5s1x7tw5WFlZAQCeP3+Ojh074uHDh0W67owZM4THmzdvRlxcXJGuR0RERKQKTCaLgW+++QYVK1YEANy8eRN+fn5ajohItw0ePBjTpk0T2h4eHrh+/bpKrt2kSROcO3cO5cuXB6CYTtupUyfcv3+/0Nds1qwZunbtCgB4//49NmzYoJJYiYiIiIqCyWQxYGpqqrTBOUcniT5t8eLFcHV1BaAoyNOvXz+VFOQBgMaNG+P8+fPCL3levXqFTp064e7du4W+ZvbRybVr1yIlJaXIcRIREREVBZPJYsLDw0Mo/nHlyhVcvHhRuwER6TgDAwPs3bsXdnZ2ABQJ34ABA1RSkAcAHBwccP78eVhbWwMAoqKi4OzsjLCwMKHPtm3bEB8fn6/rubi4wNHREQDw+vVrbNu2TSVxEhERERUWk8liwtzcHBMnThTaCxcu1GI0RPrBysoKhw4dEgryXLlyBZMmTVLZ9e3t7eHv7w8bGxsAQHR0NDp16oTQ0FAAwKZNm7B06dJ8XUskEmHmzJlCe8WKFcjMzFRZrEREREQFxWSyGJk4cSJKly4NADh9+jT++ecfLUdEpPs+LMizceNGbN26VWXXr1+/Pvz9/VG5cmUAilFFZ2dnHD16FIGBgfjll1/w4sWLfF2rX79+qF27NgDF3rIHDhxQWZxEREREBcVkshixsrKCh4eH0OboJFH+DB48WKkq8vjx43Ht2jWVXb9u3bq4cOECqlatCgCIjY2Fm5sbACA1NRXz5s3L13UkEolS4aClS5dyfbQeWr9+PWrUqAETExO0bNkSgYGBH+3/7t07fPfdd7CxsYGxsTHq1q2L48ePayhaIiKivDGZLGamTJkCY2NjAMCRI0dw584dLUdEpB8WL16MLl26AFAU5Onfv7/KCvIAQO3atXHhwgVUq1Ytx3Pbt2/P99/VESNGCOswQ0JCcPr0aZXFSOq3b98+TJkyBfPnz0dwcDCaNGmCbt26ISYmJtf+6enp6NKlC54+fYoDBw7g/v378Pb2RpUqVTQcORERUU5MJosZGxsbfP3110J78eLFWoyGSH9IJBK1FuR5/vw5Dh8+LExFz04ulyuth/wYExMT/PDDD0I7v2suSTesWrUKY8aMwahRo2Bvb49NmzahVKlSee516uPjg7i4OBw+fBht27ZFjRo10LFjRzRp0kTDkRMREeVUqGSSU3R024wZM2BgYABA8VvwR48eaTkiIv1gaWmJw4cPo1SpUgAUBXmyJ26FFRsbi++//x5Tp07Nc3uQEydO4OzZs/m6noeHB8zMzAAA586dw40bN4ocI6lfeno6goKChC1pAEAsFsPV1RUBAQG5nvP333+jdevW+O6772BtbQ0HBwcsWrQIUqk0z/ukpaUhISFB6YeIiEgdCpxMcoqO7qtevTqGDRsGAJDJZFiyZImWIyLSH40bN1badmPTpk3YsmVLka5Zvnx5HD58GFeuXEH79u3z7DdjxgzIZLJPXq9s2bIYO3as0F62bFmR4iPNiI2NhVQqFaYpZ7G2ts5zSvWTJ09w4MABSKVSHD9+HHPnzsXKlSvxv//9L8/7LF68GBYWFsKPra2tSl8HERFRFpG8gNUbWrZsic8++wy//vorAEWyYmtri++//x6enp45+m/atAnLly/HvXv3YGhoWKggExISYGFhgfj4eJibmxfqGiXN/fv30aBBA8jlchgaGuLx48f8QkFUADNnzhSSNCMjI1y4cAGtWrUq8nXlcjn8/Pwwe/ZshISE5Hh+9+7dGDR4CALD4xCTmIqKZiZwsrOERCxS6vfy5UvY2dkhIyMDYrEY9+/fFyq9Flf6/lnw6tUrVKlSBVevXkXr1q2F4zNmzMCFCxdw/fr1HOfUrVsXqampCA8Ph0QiAaCYKrt8+XJERkbmep+0tDSkpaUJ7YSEBNja2urt+0ZEREWnrs/QAo1MamqKDhVdvXr1MHDgQABARkYGli9fruWIiPTLokWL0LVrVwCKf/v69euX55f3ghCJROjRoweCgoKwZ88e1KpVS+n5ydNnos3//DDE+xp+2BuCId7X0G7pOfiFKt+7SpUq+OqrrwAofqm3YsWKIsdG6lW+fHlIJBJER0crHY+OjkalSpVyPcfGxgZ169YVEkkAaNCgAaKiovJcz2tsbAxzc3OlHyIiInUoUDKpqSk6XO+hGrNnzxYee3t75zkVmYhykkgk2LNnj1CQJzIyUqUFecRiMQYPHoy7d+9i48aNsLGxAQDEvHqBh/7K+0dGxafCY1dwjoQy+zYh27dvV2n1WVI9IyMjODo6Kq2NlclkOHv2rNJIZXZt27bFo0ePlKY/P3jwADY2NjAyMlJ7zERERB+j9mquMpkMFStWxObNm+Ho6IhBgwbhxx9/xKZNm/I8h+s9VKNJkyb44osvACj2svvll1+0HBGRfvmwIM/Vq1cxceJEld7D0NAQ48aNw/0HD2Hb7RuIjUsj/uo+SFMShT5ZaxG8fMMglf23MqFBgwbo3bs3AMUv4dauXavS2Ej1pkyZAm9vb+zYsQN3796Fh4cH3r9/j1GjRgEAhg8fjlmzZgn9PTw8EBcXhx9++AEPHjzAsWPHsGjRInz33XfaeglERESCAiWTmpqiM2vWLMTHxws/z58/L0iYlM2PP/4oPF6/fj3evn2rxWiI9M+HBXl+++03eHt7q/w+odGpEDftg8rjtqJMs55IvPE3MuJeIi1KUY1ZDiAyPhWB4XFK52XfUmTDhg2cyaHjBg0ahBUrVmDevHlo2rQpQkJC4OfnJ8z4iYiIUJpObWtri5MnT+Kff/5B48aNMXHiRPzwww+51iggIiLStAIlk5qaosP1HqrTqlUruLi4AAASExOFwklElH/u7u6YMWOG0P7uu+/yXCdeWDGJqQAAiUkZlOs4AgblbBC5YzJe//U/SJPjc/TL0rp1a6FCbHx8PDZv3qzSuEj1JkyYgGfPniEtLQ3Xr19Hy5Ythef8/f2xfft2pf6tW7fGtWvXkJqaisePH2P27NlKv6AlIiLSlgJPc+UUHf2TfXRy9erVSEpK0mI0RPope0GejIwM9O/fH69evVLZ9SuamQiP5ZnpiL+8G/L0ZEgTYxHruwJymTRHvyzZRyd/+eUXpUqeREREROpS4GSSU3T0j7Ozs7ClQVxcHH777TctR0Skf7IK8tSsWRPAfwV5VJW4OdlZwsbCBCIAIgMjlO8zC5AYAABSn95EwtV9sLFQbBPyoZ49e8LBwQGAYvuJ3bt3qyQmIiIioo8p8D6T2qDve4vpAl9fX/Tq1QsAUKlSJYSHh8PEJOcIBxF93J07d9CqVSskJycDAL799luV/YLGLzQSHruCASjWSCaGnEDcyfX//6wI//ttN378dkiu5/7+++8YPnw4AMXWQGFhYRCL1V5jTaP4WVA4fN+IiEgn9pkk/fXFF1+gcePGAICoqCilgiJElH+NGjVS+vuzefNmla1T7O5gg43DmqOSheIXPWWadEfphs7//6wcv8z+Ps+CZIMHD0a1atUAAPfv38fff/+tkpiIiIiI8sJksoQQiURK+04uXboUGRkZWoyISH+5u7srrVOcMGGCygrydHewweWZLtgzphXWDmmGv/dsR8OGDQEAb968gbu7e66VsA0NDTFlyhShvXTpUujBxBMiIiLSY0wmS5ABAwagbt26AIBnz57hjz/+0HJERPpr4cKF6NatGwDVF+SRiEVoXcsKvZtWgUujajh48CDKlCkDALh27RqmT5+e63nffPMNLC0thX6XL19WSTxEREREuWEyWYJIJBKlwkeLFy+GVCrVYkRE+ksikeCPP/5QW0Ge7OrVqwcfHx+hvXbtWuzfvz9Hv9KlS2PChAlCe+nSpSqPhYiIiCgLk8kSZtiwYUrrqv766y8tR0SkvywtLXH48GGULl0aABAQEICJEyeq5V4DBw7EDz/8ILS//vpr3Lt3L0e/CRMmwNTUFABw7NgxhIaGqiUeIiIiIiaTJYyhoaHS5usLFy7kuiqiIlBnQZ4PLVu2TNjmJykpCQMGDMD79++V+lSoUAGjR49WOoeIiIhIHZhMlkCjR48W9gW9desWjh8/ruWIiPTbwIEDlaaQT5gwAVevXlX5fYyMjLB//36UL18eAPDvv/9i3LhxOX4hNHXqVEgkEgDAnj17EBERofJYiIiIiJhMlkCmpqaYOnWq0OboJFHR/e9//0P37t0BqL4gT3a2trbYvXs3RCIRAGDXrl05RkLt7Ozg7u4OAMjMzMSqVatUHgcRERERk8kSaty4cShXrhwAxTovf39/7QZEpOeyCvLUqlULgGI/1/79+6ulIE/Xrl0xf/58oT1x4kQEBQUp9ck+nd3b2xtv3rxReRxERERUsjGZLKHMzMyUinksXLhQi9EQFQ/lypVTKshz7do1fP/992q519y5c4WtSdLT0zFgwADExcUJzzdt2lR4Pjk5GevXr1dLHERERFRyMZkswb7//nth77qzZ8/i+vXrWo6ISP85ODhg+/btQtvb2xu//fabyu8jFouxa9cu2NraAgCePn2KESNGQCaTCX1mzpwpPF63bh2Sk5NVHgcRERGVXEwmSzBLS0uMHz9eaHN0kkg1BgwYgFmzZgnt77//HleuXFH5fcqXL4/9+/fD0NAQAHD06FGlvSU7deqEzz77DAAQGxurtFclERERUVExmSzhpkyZAhMTEwCAr68vbt++reWIiIqHn3/+GT169ACgKMgzYMAAtRTkadWqFVauXCm058yZg/PnzwMARCKR0ujkypUrkZmZqfIYiIiIqGRiMlnCWVtb45tvvhHaixcv1mI0RMWHRCLB7t27NVKQZ8KECRg0aBAAQCaTYfDgwULi2qdPH9SpUweAYirsn3/+qfL7ExERUcnEZJIwffp0GBgYAAD279+Phw8fajkiouIht4I8EyZMUPlWPCKRCN7e3qhfvz4AICYmBoMGDUJGRgYkEgmmT58u9F26dCm3AiIiIiKVYDJJqFatGoYPHw5AMaqxZMkSLUdEVHw4ODhgx44dQnvLli1qKchjZmaGAwcOoFSpUgCAy5cvY/bs2QCAr776CpUqVQIA3Lp1C6dOnVL5/YmIiKjkYTJJAABPT0+IxYo/Djt37kRERISWIyIqPvr37y8kdoBiX0h1FORp2LAhNm/eLLRXrFiBQ4cOwcTERGkroOxFeoiIiIgKi8kkAQDq1KmDgQMHAgAyMzOxfPlyLUdEVLwsWLBAqSBP//798fLlS5Xf58svv8S4ceOE9siRI/Ho0SOMGzcOZmZmAIDz58/jn3/+Ufm9iYiIqGRhMkmC7CMnW7ZsQXR0tBajIfqPVCZHwOM3OBLyEgGP30Aq0781fx8W5ImOjlZbQZ7Vq1ejRYsWAICEhAQMGDAAxsbGSkkmRyeJiIioqJhMkqBx48Zwc3MDAKSmpmLVqlVajogI8AuNRLul5zDE+xp+2BuCId7X0G7pOfiFRmo7tAL7sCDP9evX8d1336m8II6xsTH+/PNPlCtXDoBineT333+PSZMmwcjICADw119/4cGDByq9LxEREZUsTCZJyY8//ig83rBhA+Li4rQYDZV0fqGR8NgVjMj4VKXjUfGp8NgVrJcJ5YcFebZu3YpNmzap/D41atTA77//rnSfkydP4quvvgIAyOVyrFixQuX3JSIiopKDySQpadmyJTp37gwASEpKwrp167QcEZVUUpkcXr5hyG3MLuuYl2+YXk55za0gz+XLl1V+n88//1zpPuPHj4ebmxtEIhEAwMfHB5GR+peQExERkW5gMkk5ZB+dXLNmDRITE7UYDZVUgeFxOUYkE2+dQurzUACKhDIyPhWB4fo5ep69IE9mZiYGDBiAFy9eqOU+Li4uABTT16dNm4bPP/8cACCVSllsi4iIiAqNySTl0KlTJ7Ru3RoA8PbtW7VMwSP6lJjE/xJJuTQDr48sQ5zfWrw+vASZCbG59tMnEokEf/zxB2rXrg1AfQV5su5jY2MDAHj06JHSL4g2bdqE+Ph4ld6TiIiISgYmk5SDSCRSGp1cuXIlUlJStBgRlUQVzUyEx/KMNKT9/4ikLPkdXh9eBHlmeo5++qZs2bI4fPgwypQpAwAIDAxUS0Eea2tr7N+/HxKJBABw4cIF4bmUlBT89ttvKr0fERERlQxMJilXPXv2RNOmTQEoRkx8fHy0GxCVOE52lrCxMIEIgNikDEo36iw8lx75AHGnNqKSuTGc7Cy1F6QKNGzYUCMFeRo0aAB3d/dcn1u5cqVatighIiKi4o3JJOVKJBIpFe5YtmwZMjIytBgRlTQSsQjz3ewBACIAkMuUnk+6cxotUm5AIhZpPjgV69evn9JsAFUW5Hnx4gUcHR1Rvnx57NmzJ9c+MTEx2LVrl0ruR0RERCUHk0nKU79+/VCvXj0AQEREBL9sksZ1d7DBxmHNUcnC5L91kqL//tn6bclctVRB1QYvLy/07NkTgGoL8lStWhV///03nJ2dP9pv+fLlkMlkH+1DRERElB2TScqTRCLBrFmzhPbixYshlUq1GBGVRN0dbHB5pgtql/r/QjtyGapXrw7gv6Tr5cuXWoxQNSQSCXbv3o06deoA+K8gT2pq0QsMValSBadPn8bixYthYGCQa5/79+/jyJEjRb4XERERlRxMJumjhg4diho1agAAHj58iAMHDmg3ICqRJGIR3r3+bz/EyMhI4c+luqqgaoM6C/JIJBJ4enriypUrqFmzZq59li5dqvLiP0RERFR8MZmkjzI0NMSMGTOE9qJFi/hlkzROKpUqjT6mp6ejZcuWKF26NADg+vXraqmCqg329vbYuXOn0Pbx8cHGjRtVdn0nJyfcvHkTX331VY7nrl+/jo17fHEk5CUCHr+BVKb/7ycRERGpD5NJ+qRRo0YJe9Tdvn0bR48e1XJEVNJERkbmmGJ96NAhrFixQmhv3bq12Gxx0bdvX8yZM0do//DDD7h06ZLKrm9ubo6dO3di165dMDMzU3pu6twF+GFvCIZ4X0O7pefgFxqZx1WIiIiopGMySZ9kYmKCqVOnCu2FCxcWixEg0h8RERE5jqWnpyMkJERpXe/EiRNx5coVTYamNl5eXvj8888BqLYgT3ZffvklQkJCUMu+sXAs9UkQ0mPCAQBR8anw2BXMhJKIiIhyxWSS8mXs2LGwtFTs53f9+nWcO3dOyxFRSfL8+fNcj/v4+ODrr79Gjx49AAAZGRkYMGAAXr16pcnw1EIsFmPXrl1CQZ6YmBj069dPJQV5sqteww5WQ5bBqFId4VjC9YMAgKxfGXn5hnHKKxEREeXAZJLypUyZMpg0aZLQXrRokfaCoRInt5FJQJE8LlmyBLt370atWrUAAFFRUcW2IM8///yD8ePHq3RmQGB4HKKTMlGhj6ew7Upa1EPIMxX7ysoBRManIjA8TmX3JCIiouKBySTl24QJE4T1VefOncO1a9e0HBGVFLmNTJYrVw5GRkbYvn073r59i8OHDwsFea5du4bvv/9e02Gqhb29PX7//XehvW3bNmzYsEFl149JVIx0GlhYw6LtEFh9MQ2Vv94AkYFhrv2IiIiIsjCZpHwrV64cxo8fL7QXLlyoxWioJImIiIChoSFGjx4tHHNycsKbN2/w559/4v79+3BwcMD27duF5729vYtNQZ4+ffpg7ty5QnvSpEm4ePGiSq5d0cxEeFy27RCUadgJIrHko/2IiIiIACaTVECTJ0+GiYniS+XRo0dx69YtLUdEJYGRkRGuXr2KVatWCcdu376NMmXKoE+fPsKayQEDBsDT01Po8/333+Pq1asaj1cdfvrpJ3zxxRcAFAV5Bg4cmOda0oJwsrOEjYUJRHk8LwJgY2ECJzvLIt+LiIiIihcmk1Qg1tbWGDNmjNDm2knShN9//x0tWrSAhYUFqlevDkCxXUhsbGyOvv/73//QvXt3AIo1lf379y9WBXnq1q0LQFGQp3///kUuyCMRizDfzR4AciSUWe35bvaQiPNKN4mIiKikYjJJBTZ9+nQYGirWU2VNMSRSJ2NjY+Fx48b/bWNx586dHH0lEgn++OMP1KxZE0DxKshjYWGRoyCPh4dHkQvydHewwcZhzVHJQnkqayULE2wc1hzdHWyKdH0iIiIqnphMUoHZ2tpi+PDhAAC5XI4lS5ZoOSIqSRo1aiQ8vn37dq59ypUrl6Mgz8SJEzUSn7o1aNBAqSDP9u3bsX79+iJft7uDDS7PdMGeMa2wZnBT7BnTCpdnujCRJCIiojwxmaRC8fT0hFis+OOza9cuPHv2TMsRUUmRfWQyr2QSUCSd27ZtE9qbN2/G5s2b1RqbpnxYkGfy5MkqKcgjEYvQupYVejetgta1rDi1lYiIiD6KySQVSu3atTFo0CAAimIgy5Yt03JEVFLkN5kEgIEDB2LmzJlCe8KECQgICFBbbJr0YUGeAQMGqKQgDxEREVF+MZmkQps9e7bweOvWrYiMjNRiNFRS1KlTR1hD+e+//0IqlX60/8KFC9GtWzcAxbsgz+vXr9GvXz+kpKRoOTIiIiIqKZhMUqE5ODigd+/eAIC0tDSlbRtIv0hlcgQ8foMjIS8R8PgNpLKiFXRRJwMDA9jbK6qPpqSk4PHjxx/t/2FBnsjISAwYMADp6elqj1XdsgrymJmZAQBu3LihkoI8RERERPnBZJKK5McffxQeb9y4EW/evNFiNFQYfqGRaLf0HIZ4X8MPe0MwxPsa2i09B79Q3R1pLshUVwCwtLTE4cOHUapUKQBAQEBAsS3Is2PHDvz6669ajIiIiIhKCiaTVCSfffYZunTpAgB4//491q5dq+WIqCD8QiPhsSsYkfHKexVGxafCY1ewziaUBU0mgZwFeX777Td4e3urPDZt6N27N+bNmye0J0+ejAsXLmgxIiIiIioJmExSkWUfnVy7di0SEhK0GA3ll1Qmh5dvGD6cECmXy4RjXr5hOjnl9VN7TebF3d1dqSDPd999V2wK8syfPx9ubm4AAKlUioEDB7IgDxEREakVk0kqsg4dOqBt27YAgHfv3mHjxo1ajojyIzA8TmlEUpaWjLf+2xG5fRLk0gzIAUTGpyIwPE57QeYhP3tN5mXhwoXo2rUrgP8K8hSH4lFisRi///476tWrB4AFeYiIiEj9mExSkYlEIqXRyVWrVvELrB6ISVSe2hq9fy4Srh9ARswTJIb45dlPF1hbW6NixYoAgCdPniAxMTHf50okEuzZswd2dnYAWJCHiIiIqLCYTJJKdO/eHc2bNwcAxMTEYMuWLVqOiD6lopmJUtu0RjPhcfyVPZClJefaT1dkn+oaGhpaoHM/LMhz9epV/PDDDyqNT1vq16+PXbt2CW0W5CEiIiJ1YTJJKiESiZT2nVy2bFmxGOkpzpzsLGFjYQLR/7dl0gzhOVlKAhKuH4SNhQmc7Cy1E+AnFHbdZPbzsxfk2bRpU7H5JUivXr0wf/58oc2CPERERKQOTCZJZfr27YsGDRoAAF68eKG0XQHpHolYhPluiv0aRQBSw28qPZ/wz2FMaGkJiViUy9naV5R1k1nc3d0xY8YMof3dd9/h2rVrRY5NF8ybNw+9evUC8F9BnoiICC1HRURERMUJk0lSGbFYjFmzZgntJUuWIDMzU4sR0ad0d7DBxmHNYSl6j4yYJwAAkaFiWqs8Mw3+ezZoM7yPKsz2ILlZtGiRsL1Neno6+vfvj6ioqCLHp20syENERETqxmSSVGrw4MGoUaMGAODRo0c4cOCAdgOiT+ruYIMJdZOFtjwjFWKx4p8GHx8fhIWFaSu0j7K3txfivH37dqGLzEgkEuzdu1coyPPq1atiU5DH3NxcqSBPUFAQxo0bx4I8REREpBJMJkmlDA0NlfbxW7RoEWQymRYjovw4deqkUrtp06YAAJlMBk9PTy1E9GkmJibCqFt8fDxevHhR6GtZWlri0KFDMDU1BQBcuXIFkyZNUkWYWvdhQZ6dO3di3bp1WoyIiIiIigsmk6RyI0eOhI2NDQBFYZSjR49qOSL6GKlUilOnTikdy8jIgImJYrqrr68vLl68qI3QPklVU10BoEmTJvDx8RHaGzduxNatW4t0TV3Rq1cv/PTTT0J7ypQp8Pf311o8REREVDwwmSSVMzExwbRp04T2woULOa1Oh/3zzz+Ii4tTOnbnzh2MGjVKaE+fPl0n/x+qoghPdoMHD8b06dOF9vjx43H9+vUiX1cXzJ07F7179wbAgjxERESkGkwmSS3Gjh0LKysrAEBgYCDOnj2r5YgoL35+frker1atmtL/Q11c/6rKkcksixYtgqurKwBFQZ5+/foVm4I8O3fuRP369QEAsbGx6Nu3LwvyEBERUaEVKplcv349atSoARMTE7Rs2RKBgYH5Om/v3r0QiUTo06dPYW5LeqR06dJKa84WLlyovWDoo/JKJk+cOIG5c+cK7dmzZ+tcUZqi7jWZGwMDA+zdu1coJPXq1SsMHDhQ5157YWQV5DE3NwcABAcHY+zYsTo56kxERES6r8DJ5L59+zBlyhTMnz8fwcHBaNKkCbp164aYmJiPnvf06VNMmzYN7du3L3SwpF8mTJggfGn19/fH1atXtRwRfejNmzd5/jLo8uXL6Nevn1Dl9NGjR9i8ebMmw/ukatWqCX/G7t27h7S0NJVc18rKCocPHxYK8ly+fBmTJ09WybW1rV69ekoFeX7//XesXbtWixERERGRvipwMrlq1SqMGTMGo0aNgr29PTZt2oRSpUopFa74kFQqxZdffgkvLy/UrFmzSAGT/ihbtiy+++47oc3RSd1z6tQpyOVyWFhYCNtsiMVi2NjYQCaT4eTJk1i0aJHQ38vLCwkJCdoKNweRSCSsm5RKpbh7967Krv1hQZ4NGzZ89N85feLm5gYvLy+hPXXqVJw/f16LEREREZE+KlAymZ6ejqCgIGE9EaD44unq6oqAgIA8z1uwYAEqVqyIr7/+uvCRkl6aPHmyMLpz/Phx3Lx5U8sRUXaXLl3CrFmz8OTJE2GEz8DAAE+ePMHGjRsREhICd3d3tGjRAoBind3y5cu1GXIO6lg3mWXw4MFKxaQ8PDzyPa1f182ZM0epII+7uzuePXum5aiIiIhInxQomYyNjYVUKoW1tbXScWtr6zwLVFy+fBlbt26Ft7d3vu+TlpaGhIQEpR/STxUqVMC3334rtLOPcpH2LV++HIsWLYKlpSUMDAwAAJmZmTAxMcG4ceOwdu1aiMViLFu2TDhn5cqVePXqlbZCzkGdySQALF68GJ07dwZQ/Avy9OvXjwV5NIB1B4iIqLhQazXXxMREfPXVV/D29kb58uXzfd7ixYthYWEh/Nja2qoxSlK3adOmwdDQEABw8OBBlU5FpKIpXbq08DgrmZTJZJDJZAAgTH11dnZGz549AQApKSmYP3++hiPNmzqK8GRnYGCAffv2CQV5Xr58WawL8nz77bcsyKNGrDtARETFSYGSyfLly0MikSA6OlrpeHR0NCpVqpSj/+PHj/H06VO4ubnBwMAABgYG2LlzJ/7++28YGBjg8ePHud5n1qxZiI+PF36eP39ekDBJx1StWhUjR44EAMjlcixZskS7AVGushJ+QDE6+aGlS5cKyaWPjw/CwsI0FtvHODg4CI/VMTIJKAryHDp0SKkgz5QpU9RyL037sCDPrl27sGbNGi1GVLyx7gARERUnBUomjYyM4OjoqLRnoEwmw9mzZ9G6desc/evXr487d+4gJCRE+OnVqxecnZ0REhKS54ijsbExzM3NlX5Iv82cOVNIRHbv3o3w8HAtR0QfyhqZBHJPJh0cHDBixAgAir/3np6eGovtY8zNzYVRw6ioqE+O8BRW06ZNsXXrVqG9fv16bNu2TalPfHy8Wu6tbh8W5Jk2bRoL8qiBpuoOcKkIERFpSoGnuU6ZMgXe3t7YsWMH7t69Cw8PD7x//x6jRo0CAAwfPhyzZs0CAJiYmMDBwUHpp2zZsjAzM4ODgwOMjIxU+2pIZ9WqVQtDhgwBoPgte/Y1eKQbsieTGRkZufZZsGABTExMAAC+vr64ePGiRmL7FHVPdc0yZMgQTJ06VWh7eHjgn3/+AQAEBQUpJWT6Zs6cOcJaPBbkUQ9N1R3gUhEiItKUAieTgwYNwooVKzBv3jw0bdoUISEh8PPzEz4cIyIiEBkZqfJASf9l/ZIBUEyT1KUiLvTpkUlAMWV50qRJQnv69Ok6sb5OU8kkACxZskQoyJOWloa+ffsiOjoay5cvx44dO5CamqrW+6uLWCzGjh07lAry9O3bF8nJyVqOrOQqbN0BLhUhIiJNKVQBngkTJuDZs2dIS0vD9evX0bJlS+E5f39/bN++Pc9zt2/fjsOHDxfmtqTnGjZsiL59+wJQTPdauXKlliOi7D61ZjKLp6cnrKysAACBgYE4cOCA2mP7lKy9JgH1rZvMYmBggL1796J69eoAFAV5evbsiT///BNxcXE68X4U1ocFeW7evMmCPCqkqboDXCpCRESaotZqrkQf+vHHH4XHmzZtQmxsrBajoezyMzIJABYWFpg7d67Qnj17ttYrm6p7e5APlS9fHocPHxYK8gQHBwsVcH/77Te131+d6tWrh927d0MkEgFQrHFmQR7V0FTdASIiIk1hMkka5ejoiG7dugEAkpOT+SVVh+RnzWSWcePGwc7ODgDw6NEjbN68Wa2xfUrt2rWFtZz//vsvpFKp2u4lk8lw79493Lp1Cw0aNMjx/OXLl/Hvv/+q7f6a8MUXX7Agj5qw7gARERUnTCZJ47KPTq5bt05vK2AWN/md5gooptEtWrRIaHt5eWm1YqSBgQEaNmwIAEhNTcWjR4/Udq979+7B3d0dI0eORHBwcK59tJ1cq8KPP/7IgjxqwLoDRERUnDCZJI1r37492rVrB0CxlcKGDRu0HBEB+Z/mmsXd3R0tWrQAoCjWsnz5crXFlh+aWjdpb2+Pf/75B9OnTxemgn5ox44del+4RiwWY+fOncLoKwvyqA7rDhARUXHBZJK0Ivvo5C+//MIvqDqgINNcAUWykX2Ll5UrV2q1Qq8m100aGxtj2bJl8Pf3F/a4zC4+Ph779+9XawyaYGZmhsOHD8PCwgIAC/IQERGRMiaTpBXdunWDo6MjAOD169fYsmULACAmJgY+Pj7aDK3EKujIJAA4OzujZ8+eAICUlBTMnz9fLbHlh6aL8ABAhw4dcOvWLYwePTrHc/peiCdL3bp1cxTkWb16tXaDIiIiIp3AZJK0QiQSYfbs2UJ7+fLlSElJwZAhQ3DmzBktRlZyFWTNZHZLliwREg0fHx+EhYWpPLb80ORek9mZm5tj69atOHz4MCpUqCAcv3btGm6G3ELA4zc4EvISAY/fQCrTzxG9zz//HAsWLBDa06dPx+kzZ4vFayMiIqLCYzJJWtOnTx/Y29sDAF68eIH27dvj3LlzuHfvnpYjK5kKMzIJKNYqjhw5EoCi0qmnp6eqQ8uXChUqCHv1hYeHa7wgUO/evREaGorevXsLx3qMm4ch3tfww94QDPG+hnZLz8EvVD+Lq8yePVvYJ1YqlaJn734YuOJIsXhtREREVDhMJknjYmNjERgYiFu3bqF///7C8aCgIACKaplZe/aR5hR0zWR2CxYsELbm8PX1xcWLF1UaW35lL8ITGhqq8ftXrFgRhw4dwuQFqyAyMkXMzTOQpacKz0fFp8JjV7DOJV23bt3CqVOn8Pr16zz7iMVi7NixA9Vq1QUAZCYnIOavhZBlKF6frr42IiIiUh8mk6RxpUuXxrRp09C8eXP8/PPPOZ5PSUnB8+fPtRBZyVbYaa4AULVqVUyaNEloT58+XStFWrSxbvJDMjkQYNAYlUf/CiPrmnh/V5FYJ90+BZlc8UsSL98wnZoWamtri2HDhqFixYqwtbVFr169MH/+fBw5cgQRERHC/8tSpcugXO/ZEBmXBgBkxDzBG791kMvlyHo1uvbaiIiISH2YTJLGmZqa4u+//1b64v+hu3fvajAiAgo/zTWLp6cnrKysAACBgYE4cOCAymLLL22tm8wuMDwOkfGpMLCwhvXghRCblMabk+vx9uJOJN+7AjmAyPhUBIbHaSW+3FhaWmLNmjUAFFPOfX19sWDBAvTp0wfVq1dHhQoV0KVLF4wYNxEvH/6Lcp1GAlCsk02+dxkZMeEAoJOvjYiIiNTH4NNdiFSvbNmy8PPzQ5s2bfD06dMcz9+7dw/du3fXfGAlWFGmuQKAhYUF5s6dK4xQzp49G71794aRkZGqQvwkXRiZjEn8b1qrSCxB5rtIJIWcAAC8u7wbpeq1gUgswYn/nw7qZGcJiTj3/SpVTS6X4+3bt3j16hVevXqFyMhI4fHLly8hFotznWL+5s2b/y+Mla04lsQAIrEEFfrNhZF1TaX+2d8DIiIiKr6YTJLW2NjY4NSpU2jbtm2OtVoswqN5RR2ZBIBx48ZhzZo1CA8Px6NHj7B582ZMmDBBVSF+UoMGDSCRSCCVSnH79m3I5XKh0qymVDQzER4nPwhA/OU/hHZm3Au8D7uAMg4u2BnwDDsDnsHGwgTz3ezR3cGm0PeUy+VISEgQEsMPE8XsP2lpaUV6fWKTMijTqAtKN+0OiXFpSEqXzdEn+3tARERExReTSdKqOnXq4MSJE+jUqROSkpKE45zmqnlFWTOZxdjYGIsWLcKQIUMAAF5eXhg+fDjMzc1VEmN+7l+vXj2EhYUhISEBERERqF69ukbuncXJzhI2FiaIik9FqbqtYTNqHd76b0PKw2sAgPgrf6B0gw4QSRT//GYVrtk4rHmuCWVSUlKOhDC3RDE5OVm9r8vJCWPHjsNvL6wRk/zfGsnsRAAqWZjAyc5SrbEQERGRbmAySVrn6OiII0eOoEePHkhPTwfAkUltUMXIJAC4u7tjxYoVCAoKQmxsLJYvX55roSV1ady4sbDX5e3btzWeTErEIsx3s4fHrmCIABhaVkHFfnOQGnEbb89tRXr0YyTdOYPSDTtBmvQW0qQ3kCXFYdzMo+jfoDSiIiOVksXExESVxVaqVClUqVIFlStXzvFjY2ODGTNmIDAwUOhvYmKCoUOHwsPDAy1atAAAVA6NFF5b9oQya/x3vpu9xqbtEhERkXYxmSSd4OLigt27d8Pd3R1yuRwxMTE4GfQIqRJTVDQz0ei6spKqqGsms4jFYixfvhwuLi4AgJUrV8LDwwOVK1cucoz50bhxY+zduxeAogiPm5ubRu6bXXcHG2wc1hxevmGIjFesHzSp1hiVRvyC96HnkRhyHMkPApAaHqR03qrjhbufiYlJrgli9kSxcuXKMDMzy3Pa76tXr3Djxg0AQO3atTF+/HiMGDEClpbKo4y5vTZAMSJZ1Om6REREpF+YTJLOGDBgANavX4/x48cDAEb8chgmVRsAgErWldHHqWKaaxZnZ2f07NkTx48fR0pKCubPnw9vb++ihpgv2fea1FYRHkCRdHWxr4TA8DicCI3EzoBnEInEKNOoM0rVa4u4k79+8hpGRkZCIvixRLFs2bJFXhu6Z88e9OrVC+PHj0fnzp0hFudd7Dv7a4tJTOUvfIiIiEooJpOkU+za90HZtpfx7sofyIx7Dvx/MvmpdWVUdKqa5pplyZIlOHHiBORyOXx8fDB58mTY29sX+bqfogsVXbNIxCK0rqXYLmVnwDPhuNjIBEaVaiPj7StIylhCUsYKBmUsMf7zz9ChaV0hUbS0tNRYASEPDw9MnTo13/2zvzYiIiIqmZhMks6QyuTw8g2DedshyEyOR8abF8JzcijWZHn5hqGLfSWOgKiBqqa5ZmnUqBFGjhyJbdu2QSaTwdPTE3///XeRr/sptra2sLCwQHx8PB48eIDU1FSYmGi3umj2ojxZ6wzNP+sD88/6APivcM2C6S5a+7NdqlQprdyXiIiI9Ffe85iINCxrs3eRSITSDZ0hMa+g9Dw3RFcvVY9MAsCCBQuERM7X1xcXL15UyXU/RiQSCaOTUqlUJyoDZxXlAf4rVJOFhWuIiIhIXzGZJJ2RfaPzN0dX4u2Z3/Bq63eQpiTm2Y9UR5VrJrNUrVoVkyZNEtrTp0+HXJ7bphKqpSvrJrPLKlxTyUJ5lLSShQmnbxMREZFe4jRX0hlZG51nxscg810kAECW9h5ikzK59iPVUsfIJAB4enrC29sbb968QWBgIA4cOICBAweq7Pq50aV1k9mxcA0REREVJxyZJJ2Rta4s9dkt4ZhJ9SZCARIRFFVduSG6eqh6zWQWCwsLzJkzR2jPnj1b2E9UXXQ1mQT+K1zTu2kVtK5lxUSSiIiI9BaTSdIZWevKlJNJRVLAdWXqp45prlk8PDxgZ2cHAHj06BE2b96s0ut/yMHBQXh8584dtd6LiIiIqKRiMkk6pVvDSjB+/V/BFJNqTQBwXZkmqGuaKwAYGxtj0aJFQtvLywsJCQkqvUd2ZmZmQvIaHR2N6Ohotd2LiIiIqKRiMkk65d69e4h7rfjiX82uFtZ/64o9Y1rh8kwXJpJqpq5prlnc3d3h6OgIAIiNjcXy5ctVfo/ssk915egkERERkeoxmSSdcu7cOeHx5927cl2ZBqlzZBIAxGKxUgK5cuVKvHr1SuX3yaLL6yaJiIiIigMmk6RTzp49Kzzu3LmzFiMpedS5ZjKLs7MzevbsCQBISUnB/Pnz1XIfgCOTREREROrGZJJ0hlQqhb+/PwDFxvOdOnXSajwljbpHJrMsWbJEqNDr4+ODsLAwtdyHI5NERERE6sVkknRGSEgI3r59CwBo2rQprKystBxRyaLuNZNZGjVqhJEjRwIAZDIZPD091XKfWrVqwdTUFADw77//qjVBJiIiIiqJmEySzsi+XtLFxUWLkZRMmpjmmmXBggUwMTEBAPj6+uLixYsqv4dEIkHDhg0BAGlpaXj48KHK70FERERUkjGZJJ1RnNdLSmVyBDx+gyMhLxHw+A2kMrm2Q8pBU9NcAaBq1aqYNGmS0J4+fTrkctW/J1w3SURERKQ+TCZJJ6Snp+PSpUsAFElN+/bttRyR6viFRqLd0nMY4n0NP+wNwRDva2i39Bz8QiO1HZoSTU1zzeLp6SlMZQ4MDMSBAwdUfg+umyQiIiJSHyaTpBOuX7+O5ORkAEDLli1RpkwZLUekGn6hkfDYFYzI+FSl41HxqfDYFaxTCaUmRyYBwMLCAnPmzBHas2fPRnp6ukrv0ahRI+Exk0kiIiIi1WIySTqhOK6XlMrk8PINQ26TN7OOefmG6cyUV02umczi4eEBOzs7AMCjR4+wefNmlV6fySQRERGR+jCZJJ1QHNdLBobHKY1ISlOTELV7JlKfKZIaOYDI+FQEhsdpKUJlmh6ZBABjY2MsWrRIaHt5eSEhIUFl169QoQJsbGwAAM+ePUN8fLzKrk1ERERU0jGZJK17//49rl27BgAwNTVFq1attByRasQk/pdIZsS9RNyJtUh78S+i985G7NGVkCbH5+inTZpeM5nF3d0djo6OAIDY2FgsX75cpdfPvm4yNDRUpdcmIiIiKsmYTJLWXb58WUhe2rVrB2NjYy1HpBoVzUwgy0jFu4u/I+qPWUiL+m9rivf/nscr77FIvHUS5UsbaTHK/2hjmisAiMVipQRy5cqVePXqlcquz6muREREROrBZJK0LvsU1+KyXlIulyPq9iVE+3yH+IB9MG/+OSp/vQHmn/UFRIq/drLUJMT5rcOMUX3x77//ajli7UxzzeLs7IwePXoAAFJSUvDTTz+p7Nqs6EpERESkHkwmSeuyF98pDuslHz16hC+++AL9+vVF+rtoiIxKwaz55xAbmaKcy9ewGbEaRjZ1hf5Xr1xB06ZNMWvWLKGirTZoa5prlqVLl0IkEgEAtm7dirCwMJVcl8kkERERkXowmSStiouLQ3BwMADFVhHNmzfXckSFl5ycjHnz5qFhw4Y4fvy4cNx9+NeoYl1eaBtZ10Sz79bhuzmLYWFhAUAxErhkyRI4ODjgxIkTGo8d0O7IJKCYjjpy5EgAgEwmg6enp0quW79+feG13blzB3K5blTPJSIiItJ3TCZJqy5cuCB8ue/UqRMkEomWIyo4uVyOv//+Gw0bNsTPP/+stFeiqakp1i6cg8szXbBnTCusGdwUe8a0wpVZXfDrz564d+8eBg8eLPQPDw9Hz549MXDgQJWuG8wPba2ZzG7BggUwMTEBAPj6+uLixYtFvqaxsTHq1asHAEhMTMSzZ8+KfE0iIiIiYjJJWqbv6yUfP34MNzc39O7dG0+fPs3x/JgxY1CxYkVIxCK0rmWF3k2roHUtK0jEiumclSpVwp49e+Dn54eaNWsK5x04cAD169fHunXrIJVKNfJatD0yCQBVq1bFpEmThPb06dNVMpLIqa5EREREqsdkkrRKX9dLpqSkYP78+WjYsCGOHTuWax9DQ0NMnz49X9fr1q0bQkND8eOPPwojhImJiZg4cSJatWolTAVWJ22vmczi6ekJKysrAEBgYCAOHDhQ5GsymSQiIiJSPSaTpDWvXr3C3bt3AQDW1tawt7fXckT5l56ejoYNG+LLL79EpUqVcu0zYsQIVK1aNd/XNDU1xf/+9z/cunULHTp0EI7fuHEDn332GSZNmoTExMQix54XXZjmCijWzs6ZM0doz549W2nqcGFkTybv3LlTpGsRERERkQKTSdKa8+fPC49dXFyESp76wMLCAu7u7li7di2qV6+e43mxWIyZM2cW6toNGjSAv78/fHx8hBE6mUyGNWvWoEGDBvjrr7/UUkRGF6a5ZvHw8ICdnR0ARXXczZs3F+l63GuSiIiISPWYTJLWZF8vqU9TXLNkZGRg4MCBuH79eo7nBg0ahNq1axf62iKRCKNGjcK9e/cwatQo4fjLly/Rv39/9OrVS+WFZHRlmiugKJqzcOFCoe3l5YWEhIRCX69q1aooW7YsAODBgwdISUkpaohEREREJR6TSdIKuVyu18V3ZDIZRo8eLWzjIRaL8eeff6J8ecUWILNmzVLJfcqXLw8fHx/4+/ujQYMGwvGjR4/C3t4ey5cvV1nip0sjk4AiIXd0dAQAxMbGYvny5YW+lkgkEqa6ymQyle1hSURERFSSMZkkrXjy5AkiIiIAAHZ2dsKURn0gl8sxffp07Nq1Szi2efNmDBgwAF999RV69eqlNK1SFTp27IiQkBD873//E7bOSE5OxowZM+Do6IiAgIAi3yP7tiy6kEyKxWKlBHLlypVF2i6F6yaJiIiIVIvJJGlF9iqu+jYquXz5cqxatUpoL1q0CF9//TUA4Ouvv8bs2bPVcl8jIyP8+OOPCA0NRdeuXYXjd+7cQZs2bTB27Fi8ffu20NcXiUTC6KQuJJMA4OzsjB49egBQVND96aefCn0tVnQlIiIiUi0mk6QV+rpecvv27UqFdX744Qd4enoK7YYNG6Jly5ZqjaFWrVrw8/PDnj17YG1tLRzfvHkz6tevj927dxe6QE9WMqntNZPZLV26VCjOtHXr1kJPUWURHiIiIiLVYjJJGieXy5VGJp2dnbUYTf4dPXoU33zzjdAeOnQoVq1apZUqtCKRCIMHD8a9e/fg4eEhxBATE4Nhw4aha9euePjwodI5hw4dwqNHjz563aztQXRlZBJQJIEjR44EoFjvmD15LwgHBwfhMZNJIiIioqJjMkkaFxoaitevXwNQjOTltU+jLrl69Src3d0hlUoBAF27dsW2bdsgFmv3r1DZsmWxYcMGBAQEoEmTJsLxM2fOoFGjRliwYAHS0tIAKKbD9ujRQ3jvc6Nr01yzLFiwQFgr6uvri4sXLxb4GmXKlEGtWrUAAK9fv0Z0dLRKYyQiIiIqaZhMksbp23rJf//9F1988YWwncRnn32GgwcPwsjISMuR/adly5a4ceMGVq5cidKlSwMA0tLSMH/+fDRp0gTnz59HVFQUHj16BDc3NyQnJ+d6nezTXNWxl2VhVa1aFZMmTRLa06dPL1R8XDdJREREpDpMJknj9Gm9ZEREBLp16yYUtqlbty6OHTuGMmXKaDmynAwMDDBlyhSEhYWhd+/ewvH79+/DxcUFu3fvBgBcv34dQ4YMyXX0Mfv2IDKZTP1BF8DMmTNhaWkJAAgMDMSBAwcKfA2umyQiIiJSHSaTpFGZmZm4cOECAMXWDx07dtRyRHmLjY1F165d8fLlSwBA5cqVcerUKVSoUEHLkX1ctWrVcPjwYRw+fBi2trbC8YSEBOHx33//jYkTJ+YY3ctaMwno3lTXsmXLYu7cuUJ79uzZSE9PL9A1ODJJREREpDpMJkmjgoKChKTG0dERZcuW1W5AeUhKSsLnn3+O+/fvA1AkMidPnkT16tW1HFn+9e7dG2FhYfjyyy9zfX7jxo1YunSp0rHsI5O6lkwCgIeHh7An6aNHj7B58+YCnc9kkoiIiEh1mEySRmWf4qqr6yUzMjIwYMAABAYGAgBMTEzg6+urVA1UH2RkZOC3337D4cOH8+wza9Ys/P7770I7ezJ55UE0pDLdWTcJAMbGxli4cKHQ9vLyUhpx/ZSaNWuiVKlSAICwsDCdTJiJiIiI9AWTSdKo7MV3dHG9pEwmw6hRo3Dy5EkAgEQiwf79+9GuXTstR1ZwO3bsgLe3N96/f//RfqNHj8aZM2fgFxqJ5+/+mzb69bZraLf0HPxCI9UdaoEMGjQIjo6OABRTkZcvX57vcyUSCRo2bAgASE9Px4MHD9QSIxEREVFJUKhkcv369ahRowZMTEzQsmVLYQQnN97e3mjfvj3KlSuHcuXKwdXV9aP9qfhKTU3FlStXAABGRkZo27atliNSJpfLMW3aNKFQDaD48+vm5qbFqArvm2++wb179xAREYGtW7di8ODBKF++fI5+mZmZ6NWnL75edQCZyLZnpkyGqPhUeOwK1qmEUiwWKyWQK1euxKtXr/J9Pqe6EhEREalGgZPJffv2YcqUKZg/fz6Cg4PRpEkTdOvWDTExMbn29/f3x5AhQ3D+/HkEBATA1tZWqagJlRwBAQFITU0FALRu3VqYbqgrli1bhl9++UVoL168GKNGjdJiRKpha2uL0aNHY8+ePYiOjkZwcDCWLFmCzp07w9jYGACQ8j4J0X/+BGQryCOXZSKr5eUbplNTXp2dndGjRw8AQEpKCn766ad8n8tkkoiIiEg1CpxMrlq1CmPGjMGoUaNgb2+PTZs2oVSpUvDx8cm1/+7duzF+/Hg0bdoU9evXx5YtWyCTyZTWzlHJoEtbgkhlcgQ8foMjIS8R8PgNtm71gaenp/D8pEmTMHPmTC1GqB5isRjNmjXDzJkzcebMGcTFxeGXbX/C3KkfxKUskPn2vxE+uUyq+C+AyPhUBIbHaSnq3C1duhQikWIkdevWrQgLC8vXedmTyTt37qglNiIiIqKSwODTXf6Tnp6OoKAgzJo1SzgmFovh6uqKgICAfF0jOTkZGRkZwn5xVHJkXy+pzeI7fqGR8PINQ2S8YpQ0+dF1vD70X1GXL7/8EitXrhQSleKsVKlSsGvaGuWcTVEOQOKtk5AmvoGkjCUkpuZKfWMSU7UTZB4aNWqEESNGYPv27ZDJZPD09MTff/+dr/OycGSSiIiIqPAKNDIZGxsLqVQKa2trpePW1taIiorK1zVmzpyJypUrw9XVNc8+aWlpSEhIUPoh/ZaQkCCslS1dujScnJy0EodfaCQ8dgULiWTqizDEHlkKyGQAAMe2neDj4wOxuOTUpqpoZiI8NmvSDWXbDYVZ0+4QG5fKs5+uWLBgAUxMFHH5+vri4sWLnzzHysoKlStXBgBERETg3bt36gyRiIiIqNjS6DfmJUuWYO/evTh06JDwBTA3ixcvhoWFhfCTfeN10k+XLl2CVKqYNtmhQwcYGhpqPAapTA4v3zBhHWD666d4fcAL8kxFBVMjm7oQu06FxEDzsWmTk50lbCxMkNc4rAiAjYUJnOx0bzaBra0tJk2aJLSnT58OufzTazs51ZWIiIio6AqUTJYvXx4SiQTR0dFKx6Ojo1GpUqWPnrtixQosWbIEp06dUvoil5tZs2YhPj5e+Hn+/HlBwiQdpAvrJQPD44QRSQDIePMCsgxF28CyKioOmI+YVJHOrQ1UN4lYhPlu9gCQI6HMas93s4dErJvTfmfOnClMmw8MDMSBAwc+eQ6TSSIiIqKiK1AyaWRkBEdHR6XEIKuYTuvWrfM8b9myZfj555/h5+eHFi1afPI+xsbGMDc3V/oh/aYL6yUfv4hE6oswJIb4Ie6sN9Keh6K82wwYWFaBtfsCSEpZANC9tYGa0N3BBhuHNUclC+UZA5UsTLBxWHN0d7DRUmSfVrZsWcydO1doz549G+np6R85g+smiYiIiFShQAV4AGDKlCkYMWIEWrRoAScnJ6xevRrv378XtlAYPnw4qlSpgsWLFwNQVFycN28e/vjjD9SoUUNYW1mmTBmUKVNGhS+FdNXr169x69YtAIClpSWaNGmitnvJ5XJER0fj7t27CAsLQ1hYmPA4+4i6YcWasHb3gqR0OZSq2woisUR4ThfXBmpCdwcbdLGvhMDwOMQkpqKimWJqq66OSGbn4eGBtWvXIjw8HI8ePcLmzZsxYcKEPPtzexAiIiKioitwMjlo0CC8fv0a8+bNQ1RUFJo2bQo/Pz+hKE9ERIRS8ZKNGzciPT0dAwYMULrO/PnzC7Q3HOkvf39/4bGzs7PKi9uEhoZizZo1QtL49u3bj/Y3tnVAxf5zITYuDQBCIimCYiROF9cGaopELELrWlbaDqPAjI2NsXDhQgwdOhQA4OXlheHDh+c5q6F+/fowMDBAZmYm7ty5A5lMVqKKLhERERGpQqG+PU2YMAHPnj1DWloarl+/jpYtWwrP+fv7Y/v27UL76dOnkMvlOX6YSJYc6l4v2bBhQzRp0gSBgYGfTCRbdeoK64FekPx/IplFH9YG0scNGjQIjo6OABSVp5cvX55nXyMjIzRo0AAAkJSUhGfPnmkkRiIiIqLihL+KJ7VT93pJkUiECRMmYMWKFR/tN2LECFw6fQy/jWqtl2sD6ePEYjGWLVsmtFeuXIlXr17l2Z9TXUlb1q9fjxo1asDExAQtW7YUtk3Kjbe3N9q3b49y5cqhXLlycHV1/Wh/IiIiTWIySSr3/v17hISEAACeP3+Ohw8fAgCqVKmCunXrqvx+Fy5cQJcuXfDDDz/k2Wfq1Knw8fGBgYEBujvY4PJMF+wZ0wprBjfFnjGtcHmmCxPJYsDFxQU9evQAAKSkpHx0BgSL8JA27Nu3D1OmTMH8+fMRHByMJk2aoFu3boiJicm1v7+/P4YMGYLz588jICAAtra26Nq1K16+fKnhyImIiHJiMkkqJxKJ0L59e/j5+eUYlRSJVDOFVC6X4/Tp0+jQoQM6deqEM2fO5Nl3yZIlWL58udKauKy1gb2bVkHrWlac2lqMLF26VPhztnXrVoSFheXajyOTpA2rVq3CmDFjMGrUKNjb22PTpk0oVaoUfHx8cu2/e/dujB8/Hk2bNkX9+vWxZcsWoYo6ERGRtjGZJJUzMTFBUlISvvjiCyxatEg43rlzZ7x79w6nT5/OsVdpfsnlchw9ehStW7dG165dcenSJeG5MmXKYObMmUKSIBaLsXnzZsycOVNlSSzpvkaNGmHEiBEAFFsXeXp65tqPe02SpqWnpyMoKAiurq7CMbFYDFdXVwQEBOTrGsnJycjIyBD2Vs1NWloaEhISlH6IiIjUgckkqZxYLIaJiQmkUikePHggHJ89ezbKlSuHefPmoUKFCgW6pkwmw8GDB9G8eXO4ubnh+vXrwnMWFhaYN28enj17hiVLlqB06dIwMjLC/v37MWbMGJW9LtIfCxYsgImJYl2sr68vLl68mKNP5cqVhS/kDx8+RHJyskZjpJInNjYWUqlUqH6exdraWtg261NmzpyJypUrKyWkH1q8eDEsLCyEH1tb2yLFTURElBcmk6QWpUqVynHs1atXEIvF2LhxY763YcjMzMQff/yBRo0aYcCAAcJaTACwsrLCwoUL8ezZM3h5eQmJQenSpXHixAn0799fJa+F9I+trS0mTZoktKdPnw65XK7URyQSCesmZTJZntNhiXTFkiVLsHfvXhw6dEj4ZUluZs2ahfj4eOHn+fPnGoySiIhKEiaTpBampqa5Hv/uu+/QtGnTT56fkZGBbdu2oUGDBvjyyy+VvuhbW1tjxYoVePbsGWbPng0LCwulc3fu3KmWqrGkX2bOnCn8giEwMBAHDhzI0YfrJkmTypcvD4lEkmOaf3R0NCpVqvTRc1esWIElS5bg1KlTSn9uc2NsbAxzc3OlHyIiInVgMklqkdvIpLW1NX7++eePnpeWloZNmzahTp06GD16NB49eiQ8V7VqVaxbtw7h4eGYOnUqSpcunes1bGxYlZWAsmXLYu7cuUJ79uzZSE9PV+rDZJI0ycjICI6OjkrFc7KK6bRu3TrP85YtW4aff/4Zfn5+aNGihSZCJSIiyhcmk6QWuSWTK1euzDGKmCU5ORlr1qxBzZo14eHhobSJvJ2dHTZv3ozHjx9jwoQJeY56En3Iw8MDNWrUAAA8evQImzdvVnqeRXhI06ZMmQJvb2/s2LEDd+/ehYeHB96/f49Ro0YBAIYPH45Zs2YJ/ZcuXYq5c+fCx8cHNWrUQFRUFKKiopCUlKStl0BERCRgMklq8WHC16lTJwwdOjRHv8TERCxbtgx2dnaYNGmS0ibzdevWxY4dO3D//n2MGTMGRkZGao+bihdjY2OlisJeXl5KlS0bNmwoVPq9detWjnWVRKo2aNAgrFixAvPmzUPTpk0REhICPz8/oShPREQEIiMjhf4bN25Eeno6BgwYABsbG+FnxYoV2noJREREApFcD749JSQkwMLCAvHx8Vz7oSc6d+4s7DFpYGCAW7duwd7eXnj+3bt3WLduHVavXo24uDilcx0cHDBnzhwMGDAAEolEo3FT8SOTyeDk5ISgoCAAwJw5c5SmW9epU0eYTv3q1StOk9Zh/CwoHL5vRESkrs8CjkySWmQfmZwyZYqQSMbGxmLOnDmoXr065s2bp5RINm/eHIcOHcKtW7cwaNAgJpKkEmKxGMuWLRPaK1euVBoB57pJIiIiosJhMkkqJZXJEfD4Dd6mK6YO2traYu7cuYiKisL06dNRo0YNLFy4UGmqYevWrXH8+HHcuHEDffr0yfe2IUT55eLigh49egAAUlJS8NNPPwnPcd0kERERUeHwWzupjF9oJNotPYch3tdwK1KxAbyB4wAMGzcJdnZ2WLFiBd6/fy/079SpE86ePYsrV66gR48ewto1InVYunSp8Gds69atwnYzWXtNAhyZJCIiIioIJpOkEn6hkfDYFYzI+FQAgFwqhcSsPMJ91+HI7q1ITU0V+nbr1g2XLl3C+fPn4eLiwiSSNKJRo0YYMWIEAMU6Sk9PTwCc5kpERERUWEwmqcikMjm8fMOQVclJnpmOlIcBkCbGAtJMoZ+bWy9cv34dfn5+aNeunXaCpRJtwYIFMDExAQD4+vri4sWLePv2rfB8WFgYMjIytBUeERERkV5hMklFFhgeJ4xIAoDIwAhlmnTLaqFUvXawGbUWs37xgZOTk3aCJIJiDe8PP/wgtKdNm4bhw4cL7YyMDDx48EAboRERERHpHQNtB0D6LyYxNccxizaDIUtLgXnLfjAqXy3PfkSa5unpCW9vb8TFxeGff/7J8fzt27fRsGFDLURGREREpF84MklFVtHMJMcxSSkLlP98kpBI5tWPSFO2b9+Odu3awcXFBZmZmXn247pJIiIiovxhMklF5mRnCRsLE+RVRkcEwMbCBE52lpoMi0jJV199hVq1auHmzZtKW9N8iMkkERERUf4wmaQik4hFmO9mDwD/1969xkZZrmscv2YGZwZ32goSesACggfUIg1ga1Eky3SlLgnaTzSgUE0V3VRCbKKWg9YjZRMwJFBLisdki0WMEhc0VawSA9Q0QIkgoFGqYMIUUGmbKi3tPPuDm3HVTpFn7LzTw/+XTEKfPm/nnjvT3r2Yt+90C5QXPi6ZdaM8bq7aitjxeDx6/fXX9cADD1x0H+81CQAAcGkIk+gVd6Ulq/z+yUpK6Hoqa1KCX+X3T9Zdackxqgz4g8fj0WuvvaaCgoIe95w4caLLFV4BAAAQHhfgQa+5Ky1Z/7wxSXUNP+tUyzmNjPv91FZekURf4na7VVFRIY/Ho4qKirB7Dh48qDvuuMPhygAAAPoXwiR6lcftUtb4K2NdBnBRbrdb5eXl8ng8Ki8v7/b5L7/8kjAJAADwFzjNFcCg5Ha7VVZWpsLCwm6f+/fOL1T73U/qDJoYVAYAANA/ECYBDFoul0vr1q3TokWLuqzvrN2rORu/0O3/86mqD52MUXUAAAB9G2ESwKDmcrn0r4eLFTd5Vmjt/OkfZExQgaZz+u//3U+gBAAACIMwCWBQ6wwaPb/tiIZlL5B7aLwkyZw/p46zjbpwkutz/z7MKa8AAAB/QpgEMKjVNfysk03n5HK55L96siRpyLAUBX9rliQZSSebzqmu4ecYVgkAAND3cDVXAIPaqZZzoX8Pv7NAV+Y8JrfXf9F9AAAAIEwCGORGxv0RHD3/NeyS9gEAAIDTXAEMchlXD1dygl+uHj7vkpSc4FfG1cOdLAsAAKDPI0wCGNQ8bpdKZt0oSd0C5YWPS2bdKI+7p7gJAAAwOBEmAQx6d6Ulq/z+yUpK6Hoqa1KCX+X3T9ZdackxqgwAAKDv4m8mAUC/B8p/3pikuoafdarlnEbG/X5qK69IAgAAhEeYBID/53G7lDX+yliXAQAA0C9wmisAAAAAwBphEgAAAABgjTAJAAAAALBGmAQAAAAAWCNMAgAAAACsESYBAAAAANYIkwAAAAAAa4RJAAAAAIA1wiQAAAAAwBphEgAAAABgjTAJAAAAALBGmAQAAAAAWCNMAgAAAACsESYBAAAAANYIkwAAAAAAa4RJAAAAAIA1wiQAAAAAwBphEgAAAABgjTAJAAAAALBGmAQAAAAAWCNMAgAAAACsESYBAAAAANYIkwAAAAAAaxGFybKyMo0dO1Z+v1+ZmZmqq6u76P4tW7ZowoQJ8vv9mjhxoqqqqiIqFgAAAADQN1iHyc2bN6uoqEglJSXav3+/Jk2apJycHJ06dSrs/j179mjOnDkqKChQfX29cnNzlZubq0OHDv3t4gEAAAAAseEyxhibAzIzM3XLLbdo/fr1kqRgMKjU1FQtWrRIxcXF3fbn5eWptbVV27ZtC63deuutSk9P14YNGy7pPpubm5WQkKCmpibFx8fblAsAGCCYBZGhbwCAaM0Cq1cm29vbtW/fPmVnZ//xBdxuZWdnq7a2NuwxtbW1XfZLUk5OTo/7AQAAAAB93xCbzWfOnFFnZ6cSExO7rCcmJuro0aNhjwkEAmH3BwKBHu+nra1NbW1toY+bm5ttygQAAAAARFmfvJpraWmpEhISQrfU1NRYlwQAAAAA+A9WYXLEiBHyeDxqbGzsst7Y2KikpKSwxyQlJVntl6QlS5aoqakpdDtx4oRNmQAAAACAKLMKk16vV1OmTFFNTU1oLRgMqqamRllZWWGPycrK6rJfknbs2NHjfkny+XyKj4/vcgMAAAAA9B1WfzMpSUVFRcrPz9fUqVOVkZGhtWvXqrW1VQ8++KAkaf78+Ro1apRKS0slSYsXL9aMGTO0Zs0azZw5U5WVldq7d68qKip695EAAAAAABxjHSbz8vJ0+vRpPfPMMwoEAkpPT1d1dXXoIjvHjx+X2/3HC57Tpk3Tpk2btHz5ci1dulTXXnuttm7dqrS0tN57FAAAAAAAR1m/z2Qs8B5ZAABmQWToGwCgT7zPJAAAAAAAEmESAAAAABABwiQAAAAAwBphEgAAAABgjTAJAAAAALBGmAQAAAAAWCNMAgAAAACsESYBAHBQWVmZxo4dK7/fr8zMTNXV1V10/5YtWzRhwgT5/X5NnDhRVVVVDlUKAMDFESYBAHDI5s2bVVRUpJKSEu3fv1+TJk1STk6OTp06FXb/nj17NGfOHBUUFKi+vl65ubnKzc3VoUOHHK4cAIDuXMYYE+si/kpzc7MSEhLU1NSk+Pj4WJcDAIiBgTALMjMzdcstt2j9+vWSpGAwqNTUVC1atEjFxcXd9ufl5am1tVXbtm0Lrd16661KT0/Xhg0bLuk+B0LfAAB/T7RmwZBe+0pRdCHvNjc3x7gSAECsXJgB/eD/QMNqb2/Xvn37tGTJktCa2+1Wdna2amtrwx5TW1uroqKiLms5OTnaunVrj/fT1tamtra20MdNTU2SmKEAMJhFa4b2izDZ0tIiSUpNTY1xJQCAWGtpaVFCQkKsy7B25swZdXZ2KjExsct6YmKijh49GvaYQCAQdn8gEOjxfkpLS/Xcc891W2eGAgB++umnXp2h/SJMpqSk6MSJE4qLi5PL5YroazQ3Nys1NVUnTpzgNJ8/oTfh0Zee0Zvw6EvPeqM3xhi1tLQoJSWll6sbWJYsWdLl1cyzZ89qzJgxOn78eL8M4bHA93Jk6Js9ehYZ+mavqalJo0eP1vDhw3v16/aLMOl2u3XVVVf1yteKj4/nSdcDehMefekZvQmPvvTs7/amP4ehESNGyOPxqLGxsct6Y2OjkpKSwh6TlJRktV+SfD6ffD5ft/WEhASel5b4Xo4MfbNHzyJD3+y53b17/VWu5goAgAO8Xq+mTJmimpqa0FowGFRNTY2ysrLCHpOVldVlvyTt2LGjx/0AADipX7wyCQDAQFBUVKT8/HxNnTpVGRkZWrt2rVpbW/Xggw9KkubPn69Ro0aptLRUkrR48WLNmDFDa9as0cyZM1VZWam9e/eqoqIilg8DAABJgyhM+nw+lZSUhD31Z7CjN+HRl57Rm/DoS8/oze/y8vJ0+vRpPfPMMwoEAkpPT1d1dXXoIjvHjx/vcgrStGnTtGnTJi1fvlxLly7Vtddeq61btyotLe2S75Pe26NnkaFv9uhZZOibvWj1rF+8zyQAAAAAoG/hbyYBAAAAANYIkwAAAAAAa4RJAAAAAIA1wiQAAAAAwNqACpNlZWUaO3as/H6/MjMzVVdXd9H9W7Zs0YQJE+T3+zVx4kRVVVU5VKnzbHqzceNGTZ8+XcOGDdOwYcOUnZ39l73sr2yfMxdUVlbK5XIpNzc3ugXGkG1vzp49q8LCQiUnJ8vn8+m6664bkN9Ttn1Zu3atrr/+eg0dOlSpqal6/PHHde7cOYeqdcbnn3+uWbNmKSUlRS6XS1u3bv3LY3bu3KnJkyfL5/Ppmmuu0Ztvvhn1Ogcy5p895mJkmJv2mKeRYd7aidksNgNEZWWl8Xq95vXXXzdfffWVefjhh80VV1xhGhsbw+7fvXu38Xg8ZtWqVebw4cNm+fLl5rLLLjMHDx50uPLos+3N3LlzTVlZmamvrzdHjhwxDzzwgElISDA//vijw5VHl21fLmhoaDCjRo0y06dPN/fee68zxTrMtjdtbW1m6tSp5u677za7du0yDQ0NZufOnebAgQMOVx5dtn15++23jc/nM2+//bZpaGgwH330kUlOTjaPP/64w5VHV1VVlVm2bJl5//33jSTzwQcfXHT/sWPHzOWXX26KiorM4cOHzbp164zH4zHV1dXOFDzAMP/sMRcjw9y0xzyNDPPWXqxm8YAJkxkZGaawsDD0cWdnp0lJSTGlpaVh98+ePdvMnDmzy1pmZqZ55JFHolpnLNj25s86OjpMXFyceeutt6JVYkxE0peOjg4zbdo08+qrr5r8/PwBOxRte1NeXm7GjRtn2tvbnSoxJmz7UlhYaO68884ua0VFRea2226Lap2xdCkD7MknnzQ33XRTl7W8vDyTk5MTxcoGLuafPeZiZJib9pinkWHe/j1OzuIBcZpre3u79u3bp+zs7NCa2+1Wdna2amtrwx5TW1vbZb8k5eTk9Li/v4qkN3/266+/6vz58xo+fHi0ynRcpH15/vnnNXLkSBUUFDhRZkxE0psPP/xQWVlZKiwsVGJiotLS0rRixQp1dnY6VXbURdKXadOmad++faFTc44dO6aqqirdfffdjtTcVw2Wn79OYP7ZYy5Ghrlpj3kaGeatM3prFgzpzaJi5cyZM+rs7FRiYmKX9cTERB09ejTsMYFAIOz+QCAQtTpjIZLe/NlTTz2llJSUbk+4/iySvuzatUuvvfaaDhw44ECFsRNJb44dO6ZPP/1U9913n6qqqvTtt99q4cKFOn/+vEpKSpwoO+oi6cvcuXN15swZ3X777TLGqKOjQ48++qiWLl3qRMl9Vk8/f5ubm/Xbb79p6NChMaqs/2H+2WMuRoa5aY95GhnmrTN6axYPiFcmET0rV65UZWWlPvjgA/n9/liXEzMtLS2aN2+eNm7cqBEjRsS6nD4nGAxq5MiRqqio0JQpU5SXl6dly5Zpw4YNsS4tpnbu3KkVK1bolVde0f79+/X+++9r+/bteuGFF2JdGoAIMRcvDXMzMszTyDBvY2dAvDI5YsQIeTweNTY2dllvbGxUUlJS2GOSkpKs9vdXkfTmgtWrV2vlypX65JNPdPPNN0ezTMfZ9uW7777T999/r1mzZoXWgsGgJGnIkCH6+uuvNX78+OgW7ZBInjPJycm67LLL5PF4Qms33HCDAoGA2tvb5fV6o1qzEyLpy9NPP6158+bpoYcekiRNnDhRra2tWrBggZYtWya3e3D+f15PP3/j4+N5VdIS888eczEyzE17zNPIMG+d0VuzeEB01uv1asqUKaqpqQmtBYNB1dTUKCsrK+wxWVlZXfZL0o4dO3rc319F0htJWrVqlV544QVVV1dr6tSpTpTqKNu+TJgwQQcPHtSBAwdCt3vuuUf/+Mc/dODAAaWmpjpZflRF8py57bbb9O2334Z+UZCkb775RsnJyQNm8EXSl19//bXbALvwC8Lvfx8/OA2Wn79OYP7ZYy5Ghrlpj3kaGeatM3ptFlhdrqcPq6ysND6fz7z55pvm8OHDZsGCBeaKK64wgUDAGGPMvHnzTHFxcWj/7t27zZAhQ8zq1avNkSNHTElJyYC9NLptb1auXGm8Xq957733zMmTJ0O3lpaWWD2EqLDty58N5KvS2fbm+PHjJi4uzjz22GPm66+/Ntu2bTMjR440L774YqweQlTY9qWkpMTExcWZd955xxw7dsx8/PHHZvz48Wb27NmxeghR0dLSYurr6019fb2RZF5++WVTX19vfvjhB2OMMcXFxWbevHmh/RcuR/7EE0+YI0eOmLKyMt4a5G9g/tljLkaGuWmPeRoZ5q29WM3iARMmjTFm3bp1ZvTo0cbr9ZqMjAzzxRdfhD43Y8YMk5+f32X/u+++a6677jrj9XrNTTfdZLZv3+5wxc6x6c2YMWOMpG63kpIS5wuPMtvnzH8a6EPRtjd79uwxmZmZxufzmXHjxpmXXnrJdHR0OFx19Nn05fz58+bZZ58148ePN36/36SmppqFCxeaX375xfnCo+izzz4L+zPjQi/y8/PNjBkzuh2Tnp5uvF6vGTdunHnjjTccr3sgYf7ZYy5Ghrlpj3kaGeatnVjNYpcxvPYLAAAAALAzIP5mEgAAAADgLMIkAAAAAMAaYRIAAAAAYI0wCQAAAACwRpgEAAAAAFgjTAIAAAAArBEmAQAAAADWCJMAAAAAAGuESQAAAACANcIkAAAAAMAaYRIAAAAAYI0wCQAAAACw9n9EiXXzeKmEPQAAAABJRU5ErkJggg==", "text/plain": [ - "
" + "
" ] }, "metadata": {}, "output_type": "display_data" }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Problem 1 solution | Length = 4.36\n" - ] - }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, "output_type": "display_data" }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Problem 2 solution | Length = 4.25\n" - ] - }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -878,11 +856,16 @@ "# Greedy rollouts over trained model (same states as previous plot)\n", "model = model.to(device)\n", "out = model(td_init.clone(), phase=\"test\", decode_type=\"greedy\", return_actions=True)\n", + "actions_trained = out['actions'].cpu().detach()\n", "\n", "# Plotting\n", - "for i, (td, actions) in enumerate(zip(td_init, out['actions'].cpu())):\n", - " print(f\"Problem {i} solution | Length = {-out['reward'][i].item():.2f}\")\n", - " env.render(td, actions)" + "import matplotlib.pyplot as plt\n", + "for i, td in enumerate(td_init):\n", + " fig, axs = plt.subplots(1,2, figsize=(11,5))\n", + " env.render(td, actions_untrained[i], ax=axs[0]) \n", + " env.render(td, actions_trained[i], ax=axs[1])\n", + " axs[0].set_title(f\"Untrained | Cost = {-rewards_untrained[i].item():.3f}\")\n", + " axs[1].set_title(r\"Trained $\\pi_\\theta$\" + f\"| Cost = {-out['reward'][i].item():.3f}\")" ] }, {