{ "cells": [ { "cell_type": "markdown", "metadata": { "id": "5IM6CZzW_CH0" }, "source": [ "# Stockformer Demo" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "id": "b5GFng7v7Eq0" }, "outputs": [], "source": [ "import sys\n", "\n", "# if not 'Informer2020' in sys.path:\n", "# sys.path += ['Informer2020']" ] }, { "cell_type": "markdown", "metadata": { "id": "rIjZdN5e_SWe" }, "source": [ "## Open log_dir" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "id": "RPdt-Kwc_RRZ" }, "outputs": [ { "data": { "text/plain": [ "{'activation': 'gelu',\n", " 'attn': 'full',\n", " 'batch_size': 160,\n", " 'c_out': 1,\n", " 'cols': ['XOM_logpctchange',\n", " 'CVX_logpctchange',\n", " 'COP_logpctchange',\n", " 'BP_logpctchange',\n", " 'PBR_logpctchange',\n", " 'EOG_logpctchange',\n", " 'WTI_logpctchange'],\n", " 'd_ff': 4096,\n", " 'd_model': 512,\n", " 'data_path': 'material_1h.csv',\n", " 'date_end': '2025-10-23',\n", " 'date_start': '2020-10-26',\n", " 'date_test': '2025-06-26',\n", " 'des': 'full_1h',\n", " 'distil': False,\n", " 'dont_shuffle_train': False,\n", " 'dropout': 0.5,\n", " 'dropout_emb': 0.0,\n", " 'e_layers': 12,\n", " 'emb_t2v_app_dim': 16,\n", " 'enc_in': 7,\n", " 'factor': 5,\n", " 'features': 'MS',\n", " 'final_mode': 'mode3',\n", " 'freq': 'h',\n", " 'inverse_pred': True,\n", " 'label_len': 0,\n", " 'learning_rate': 1e-05,\n", " 'ln_mode': 'post',\n", " 'loss': 'stock_tanhv1',\n", " 'lradj': None,\n", " 'max_epochs': 50,\n", " 'mix': False,\n", " 'model': 'stockformer',\n", " 'n_heads': 512,\n", " 'no_early_stop': True,\n", " 'no_scale_mean': True,\n", " 'optim': 'AdamW',\n", " 'output_attention': False,\n", " 'patience': 100,\n", " 'pred_len': 1,\n", " 'root_path': './data/stock/',\n", " 'scale': True,\n", " 'seed': 4,\n", " 'seq_len': 64,\n", " 't_embed': 'time2vec_app',\n", " 'target': 'WTI_logpctchange'}" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from utils.tools import dotdict\n", "import torch\n", "import numpy as np\n", "import pandas as pd\n", "import os\n", "from pprint import pprint\n", "import matplotlib.pyplot as plt\n", "\n", "from utils.ipynb_helpers import (\n", " setting_from_args,\n", " handle_gpu,\n", " read_data,\n", ")\n", "import yaml\n", "from utils.stock_metrics import (\n", " apply_threshold_metric,\n", " PctProfitDirection,\n", " PctProfitTanh,\n", " LogPctProfitDirection,\n", " LogPctProfitTanhV1,\n", " pct_direction,\n", ")\n", "from utils.results_analysis import open_results, get_tuned_metrics\n", "\n", "# log_dir = \"bbtest_logs/2023_01_25_11_46_44_stockformer_sl16_ei9_dm512_nh16_el4_ebtime2vec_app/version_45\"\n", "# log_dir = \"bbtest_logs/2023_01_29_12_38_22_stockformer_sl16_ei9_dm512_nh16_el4_ebtime2vec_app/version_45\"\n", "# log_dir = \"bbtest_logs/2023_01_29_17_53_13_stockformer_sl16_ei12_dm512_nh16_el4_ebtime2vec_app/version_6\"\n", "\n", "log_dir = \"bbtest_logs/2023_02_06_19_04_30_stockformer_sl16_ei9_dm512_nh16_el4_ebtime2vec_add/version_7\"\n", "log_dir = \"lightning_logs/2025_10_27_15_54_22_stockformer_sl64_ei7_dm512_nh512_el12_ebtime2vec_app/version_0\"\n", "\n", "with open(os.path.join(log_dir, \"hparams.yaml\"), \"r\") as file:\n", " args = dotdict(yaml.load(file, Loader=yaml.FullLoader))\n", "\n", "args" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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BPCOP...WTIXOM
closelogpctchangeopenpctchangeshortsmacloselogpctchangeopenpctchangeshortsma...closelogpctchangeopenpctchangeshortsmacloselogpctchangeopenpctchangeshortsma
date
2020-10-26 14:00:00+00:0015.8309-0.00975015.975000-0.00970315.84408531.2050-0.01194631.5800-0.01187531.205...1.6600-0.0179111.690-0.0177511.6600033.315875-0.00615733.3650-0.00613833.37516
2020-10-26 15:00:00+00:0015.8309-0.00380215.866395-0.00379515.84408530.8200-0.01257531.2100-0.01249630.820...1.6550-0.0030171.660-0.0030121.6550033.315875-0.00301933.3509-0.00301533.37516
2020-10-26 16:00:00+00:0015.8309-0.00286115.866395-0.00285715.84408530.4400-0.01208230.8100-0.01200930.440...1.6379-0.0073601.650-0.0073331.6379033.3158750.00422533.35090.00423333.37516
2020-10-26 17:00:00+00:0015.83090.00031815.8663950.00031815.84408530.2409-0.00874130.4500-0.00870330.185...1.6300-0.0030631.635-0.0030581.6300033.315875-0.00301633.3509-0.00301133.37516
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5 rows × 40 columns

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" ], "text/plain": [ " BP \\\n", " close logpctchange open pctchange \n", "date \n", "2020-10-26 14:00:00+00:00 15.8309 -0.009750 15.975000 -0.009703 \n", "2020-10-26 15:00:00+00:00 15.8309 -0.003802 15.866395 -0.003795 \n", "2020-10-26 16:00:00+00:00 15.8309 -0.002861 15.866395 -0.002857 \n", "2020-10-26 17:00:00+00:00 15.8309 0.000318 15.866395 0.000318 \n", "2020-10-26 18:00:00+00:00 15.8309 -0.000815 15.866395 -0.000815 \n", "\n", " COP \\\n", " shortsma close logpctchange open pctchange \n", "date \n", "2020-10-26 14:00:00+00:00 15.844085 31.2050 -0.011946 31.5800 -0.011875 \n", "2020-10-26 15:00:00+00:00 15.844085 30.8200 -0.012575 31.2100 -0.012496 \n", "2020-10-26 16:00:00+00:00 15.844085 30.4400 -0.012082 30.8100 -0.012009 \n", "2020-10-26 17:00:00+00:00 15.844085 30.2409 -0.008741 30.4500 -0.008703 \n", "2020-10-26 18:00:00+00:00 15.844085 30.2500 0.001985 30.2609 0.001987 \n", "\n", " ... WTI \\\n", " shortsma ... close logpctchange open pctchange \n", "date ... \n", "2020-10-26 14:00:00+00:00 31.205 ... 1.6600 -0.017911 1.690 -0.017751 \n", "2020-10-26 15:00:00+00:00 30.820 ... 1.6550 -0.003017 1.660 -0.003012 \n", "2020-10-26 16:00:00+00:00 30.440 ... 1.6379 -0.007360 1.650 -0.007333 \n", "2020-10-26 17:00:00+00:00 30.185 ... 1.6300 -0.003063 1.635 -0.003058 \n", "2020-10-26 18:00:00+00:00 30.580 ... 1.6200 -0.006154 1.630 -0.006135 \n", "\n", " XOM \\\n", " shortsma close logpctchange open pctchange \n", "date \n", "2020-10-26 14:00:00+00:00 1.66000 33.315875 -0.006157 33.3650 -0.006138 \n", "2020-10-26 15:00:00+00:00 1.65500 33.315875 -0.003019 33.3509 -0.003015 \n", "2020-10-26 16:00:00+00:00 1.63790 33.315875 0.004225 33.3509 0.004233 \n", "2020-10-26 17:00:00+00:00 1.63000 33.315875 -0.003016 33.3509 -0.003011 \n", "2020-10-26 18:00:00+00:00 1.64058 33.315875 0.001488 33.3509 0.001489 \n", "\n", " \n", " shortsma \n", "date \n", "2020-10-26 14:00:00+00:00 33.37516 \n", "2020-10-26 15:00:00+00:00 33.37516 \n", "2020-10-26 16:00:00+00:00 33.37516 \n", "2020-10-26 17:00:00+00:00 33.37516 \n", "2020-10-26 18:00:00+00:00 33.37516 \n", "\n", "[5 rows x 40 columns]" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df = read_data(os.path.join(args.root_path, args.data_path))\n", "df.head()" ] }, { "cell_type": "markdown", "metadata": { "id": "cNhEP_7sAgqC" }, "source": [ "## Visualization" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "vMRk8VkQ2Iko", "outputId": "bbf3cd10-7294-472d-e330-21e00f20963a" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "OVERRIDING trues with df target\n", "OVERRIDING trues with df target\n", "OVERRIDING trues with df target\n", "Open true/pred data for: ['train', 'val', 'test']\n", "(6696,) (248,) (496,) \n", "\n", "\n", "train\ttrues.shape: (6696,), preds.shape: (6696,), dates.shape: (6696,)\n", "against preds 75.39009094922017 8.682746739898622\n", "against 0s 0.00012134789963251216 0.01101580226912739\n", "val\ttrues.shape: (248,), preds.shape: (248,), dates.shape: (248,)\n", "against preds 77.42403759755047 8.7990929985738\n", "against 0s 0.00017757971708661521 0.01332590398759556\n", "test\ttrues.shape: (496,), preds.shape: (496,), dates.shape: (496,)\n", "against preds 78.24717115804846 8.845743109431139\n", "against 0s 9.7055549451519e-05 0.00985167749429096\n" ] } ], "source": [ "tpd_dict = open_results(log_dir, args, df)\n", "\n", "print(\"Open true/pred data for:\", list(tpd_dict.keys()))\n", "\n", "# [samples, pred_len, dimensions]\n", "print(\n", " tpd_dict[\"train\"][\"trues\"].shape, tpd_dict[\"val\"][\"trues\"].shape, tpd_dict[\"test\"][\"trues\"].shape, \"\\n\\n\"\n", ")\n", "\n", "for data_group in tpd_dict:\n", " trues = tpd_dict[data_group][\"trues\"]\n", " preds = tpd_dict[data_group][\"preds\"]\n", " dates = tpd_dict[data_group][\"dates\"]\n", " print(\n", " f\"{data_group}\\ttrues.shape: {trues.shape}, preds.shape: {preds.shape}, dates.shape: {dates.shape}\"\n", " )\n", "\n", " MSE = np.square(np.subtract(trues, preds)).mean()\n", " RMSE = np.sqrt(MSE)\n", " print(\"against preds\", MSE, RMSE)\n", "\n", " MSE = np.square(np.subtract(trues, np.zeros(preds.shape))).mean()\n", " RMSE = np.sqrt(MSE)\n", " print(\"against 0s\", MSE, RMSE)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 265 }, "id": "kyPuOPGAAjl3", "outputId": "8554f6f8-c13a-43e1-b04b-5f27823445d0" }, "outputs": [ { "data": { "image/png": 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", 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", 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JyUYg0SOYLBUAAAAAAMTD9DdIJgKJHtBwstSHVmxislQAsAkvaTIL3zcAAADQOsyR6AGRJksFALRO6CXNvJVVmjJ/tUrKq51OEpKI7xsAAABoPQKJHsBkqQBgP17SZBa+byC6kvJqzXiunAA7AACIi0CiB4QmS508soBhzR5HQx1wD17SZBa+byAyeusCAIBE+CzLspxORGvU1tYqJydHu3btUpcuXZxODhBVw7ku6yyLoDDQAnbPcVdSXs2KdhmE7xtobsZz5Zq3siocaJ88skDTTyl0OlkADDH/LwC7mMbXWGwFSJFIw+qo7AFzyVh4ihXtMgvfN9Bc0YBcPbRik3wSvXUBj2FRTgBOYGgzkCIMqwNahznuAAAADqBtBMAJBBKBFMmkuS6ZCxLJQDAeAOwXCkRYEoEIwGNoGwFwAnMkArAVc0EimZjjDgDsRb0NeBttIwB2YY5EwKXSfUJk5oJEMjHHHQDYKzRigkAE4E20jQCkGoFEwCYmAcJMmBA5NGm7G4dYpHsQF/Aa7knncO3REIEIAABgiqHNgA1MhwXNeK5c81ZWhXvrTR5ZoOmnFDqQ4uRy4xALhm4B7sI96RyuPQAASKV0eIGZDucQj2l8jcVWABuYrpiWKRMiFxfmafopha4qYFnVDnAX7klnlJRX6+6SD+X3Kea1Z9EsAABgh9ALzHkrqzRl/mpPti3S4RzsRCARsIFpgDCTVm52m0wJ4gJewT2ZeqFG8LqttQpYCgcTm157GssAkHl4gYRkSYeXx+lwDnZijkTABolMVM48RM5gMnnAXbgnU69hI9gvaUivLrpi7OHNrj2LZgHelAnD7pAcmTCPO5zj5jn0TaXDOdiJORIBAK7BQxCQPKZzIzKHIuA93LdojYbzuPsknTikhx48/1ink+Uo2qT2cuMc+olKh3OIxzS+RiARAOAKPAQByWfaCM6ExjKQTjJlQT8kR6gN1lAmt8NokyJTsdgKAMBTmHsESD7TxbDcuGgWgOiYdzb50nkOweLCPB11aE6jvy14a4tDqXGeSZs0nfMDEA+BRACAK/AQBABAy7CgX3KZLELl9cBS987tmvzF50g63CBem5RFyZDpWGwFAOAKLL4BAEDLsaBf8sRbhCodFis569g+WrJuu3ySLElnHZvvdJIcE69NyqJkyHQEEgEArsFDEAAAcJt4K7amQ2CJF7qNxWqTsoIvMl1Shza/9tprOvXUU9W7d2/5fD4tXLiw0eeWZemGG25Qr1691KFDB40dO1br169PZpKQahWLpBenBf+bjO1dxOvDGQAA6YH6CADsFW/oeLpMz8L8uGYSmkrAw8+3tnLoOtAmSo6krtr8wgsvaMWKFRo2bJhOP/10Pf3005o4cWL48//5n//Rrbfeqnnz5qlfv36aPn263nvvPZWXl6t9+/ZGx8iYVZsrFklVy6WCUdLg8U6nxkzFIunJcyRflmTVSWc/ETvt8bZ38TVgZS+Xc3HeMZYO5wCpYpE2r1ms0kChcodNjLtqbunGGhUNoFcA6hmUA9RHQHSJlKuUwUgUq92jmUSfh9NV0+tw+I+lYyYl/VrQJkqcK1Zt/vGPf6ybb75ZP/3pT5t9ZlmW7r77bv3xj3/UhAkTdOSRR2r+/Pn67LPPmvVczHihG++NOcH/Roviu+1tR9XyA4WFL0uqer3l25teA4ew2qyLuTzvGN23bj8HmKn/Hg/5cL7O3nitFjw6J+rbUSbxRjMm5UDFInVeNl0nZa2hPgKaSKRcpQxuwG3PFy5Gbz40k+jzcLpqeB0k6cMXU/JMwzN68ji2avOmTZu0bds2jR07Nvy3nJwcjRgxQqWlpU4ly51MCiCnAg2xGhcFow6k2aqTCn4Qe1+xtnd5IZwuwxk8KV4Dt1HF5ZeW3eaO+yP0ucF9u3nNYgXkd23+h6Gq5QrIrza+gPZbfhX510Vt0NDwQTPx6sH68uT72/+lB9reqWvaLKA+AhpIpFz1ehlsNJSPF5mSGPaIJAs934ba8W3NRl2mnfB1CK0EbqXkmYZn9ORxLJC4bds2SVJeXuM3Nnl5eeHPItmzZ49qa2sb/aQ9k4CcE4G2eI2LweOD3bdH/NqsG3es7RMNSqaY8TwZvNW1l0kDt2EFroBU/V5qGsMmaTO4b0vKq/XnD3LlVzD4FC//l5U8rlX3X6Syksdjp82l+TCtG/QFo8LfYxtfQKWBIVEbNDR80Ey8erBquSS//ArIkjS1zTNaeOIuT9VHaX3/J4sLv0e3CpWrfkl1lqX2bbPibuvFMtioN6VpgNDlL/Jbi56nSLrB46VRV0kKSD6/tPzOzCyvQ8/5h/84+HuKnukTmssSCfHcqs233nqrbrrpJqeTkTLB+VkKdNrIWRpa937wZosUkCsYJa26P7WBtkiNi6ZpGzzebO6DhvM+nfyX5p+HCp+q16NfA4fFXW224dwQq+7P3Dky7GSaB89+ItgTsfo9yQpE3zbVaTO4b0s31mipNVwX7r1KRf516jR4tM6Kku6yksc1dMUlwUDV9gUqkzS0+NzGG7k4Hzacx+ShFZvSr8Kvz4ufvr1YqwKFOuuY6HMksnKiQ9w8F2m8ejBUnqj+fb/PH2w3ROLCciDt7/9kcOH36GbFhXmaOmag7lu6QX6fdN/SDRqa3zViPvNyGWy0erBJG0Vy5vnClA3ldSIrLTNnJlps37dm91u6C8UFKhal9Jm+uDBPxf41UtUjkt+F7TuPcqxHYs+ePSVJ1dWN3/xUV1eHP4tk2rRp2rVrV/jn448/Tmo6ndTwLdnEl3NU0ufy6Bk/0d5/drCrl6DpW9HB44NBRq/e/Gn+VtcRpnlw8Hhp9HUHgoipaAybpM3gvg31ilhqDdef95+nbsdMjHrI3euXhXu77bf82r3h1eYbuTgfen0omZHB49X33Ht01nkXx30QYa6lFHNyCJ9pr7JY9WC414OCvR6sQPRyrmp5/TZ1wf+6oBzIiPvfbi4uz93q2711yvL5FLAUN595tQw26k2ZSPsp1c8XJmwqr017ntJzsYmKRdr82OV68pHocz2jAZePrLNFIr3jU/1MnwFTNDjBsR6J/fr1U8+ePfXyyy9r6NChkoIrxLzxxhu65JJLov67du3aqV27dilKpbMSeUsmybz3n13s6iVo+lbUzUzeirr5ra5XJZIHU92r1fR4ce7bRHpFtD9stNpsXxAOJrYfeELzjVycD4sG5OqhFZs8OZQMLeSmHoBO1UV29io78QbpkOHxy522HYKBRin4XxfM2cT93wJOleduum8TlAn5zKjdkGj7yW3fs03ltWkbK+FnsnQWWjjO8utsX0AXrquWDF6OZrRUP4PYXEbH7Y3r9t7x6RBrcKGkBhK/+uorbdiwIfz7pk2bVFZWpm7duqlPnz664oordPPNN+uwww5Tv379NH36dPXu3VsTJ05MZrI8wxONHTsaFy4ObBgxLTw9MDzbkxLJg04E2204Xtxh8/WGFp+rMkm7N7yq9gNPaD6sOZQml+ZDLw8lQwvY3fBsbcPZqbrI7gauSbmz71uF542VX9q3u+XHswn3fws4UZ67/YExjkzJZ0btBjcGCE3ZWF6bXCtPPJOlSpSF49L1XrJNqu43m8too2lH3B6o83qswaWSGkhcvXq1xowZE/79yiuvlCSdf/75mjt3rq699lp9/fXXuuiii7Rz50794Ac/0Isvvqj27Z1/M+4GmdLYcXNgw0gihaeXG23whKHF50qRAogNpTofJhDgMQ2aIg3Y2fB8eUZwAnOfv+UNZ6fqIicauC5tVHP/t0Cqy3O3PzAaIJ+lgRSX1xnzTGaiYJT8q+5vtHDcWZkcWHWbRMpog/a5UW9cl7YpwmwuL5gvNchnWZbldCJao7a2Vjk5Odq1a5e6dOnidHKQiRq++bHq3PN23sNDjzJKxSLp7fnB/z9mUvp9V269P+A8u/JGaD8hPr804pLIC3e5VYonHnfsmPA+ynTAm+x8LqhYpM31C8d1i7FwHBxgWkYbbtewR2KdZUVfCM3lbQq7gn/G18PDTONrBBLdjmCQN7it8Mywhr5n3ww1DYBIkb8rL5cDL04LTm4cejM64tfeCvB4ndvzjh1l54vTpFWzFRymWy/Ny7zW8myZmQRcixZwW5sHyGQm9XyGPRdkPJMyOoH2eUl5tad749oZ/JvxXLnmrawK99CcPLJA008ptDnFzjKNrzm2ajMMJLjCUEl5tWY8V87qWU5w24rSTq7kmMiqXTbw8kp6m9csVuM3Ob7m31V9ORCoLwfKSh5v1TFTXk5kwkp1buWFOsSg7IybroJRCs/1JwVXLnZLWWwg1dfdy2Wm3bgWLeS2Nk8CaCsjrYTq+VWzYtfzTjwXpPh5AA2YlNEJtM/jrmDv8u860vDsljJd6T0TEEh0swQKfa83hk0bdjQAg0rKq3Xh3Lc04d7XdeG8t5pfj1DlIL9k1em1qq9Sc80SDFzYwc7KwW6x8mtJebX+/EGufI3+ajWvyKuWK+DLkt+q037Lr9WvPquZiytbnJ6UlxOheUlG/Jo34KmWBnWIUbpCeey4S4L/PfGG1Ce0hZy47gmVmS/PUO3dRXpt9m9dkyfsVLqxRidlrdEfsubrpKw1sa9FxSJtfuxyPfnInLS8FpnAreWcI1z+4A9DoalxQq+l334k8napfqnrwPNAojL+mdKu9rkHvms7g3+h+VInjyxIy2HNiSCQ6GYJFPpuDqbEE2rYzV2xSVPmr44aJMmEBqBJpRa6DksqtuudT3Zpybrtza/H4PHBXjkKqM7y6Yfb5mnBoyl4+HHgjadb3wzFy6+lG2u01BquC/depZK6YarMGRW5Ii8YFQ4itvEFtCpQqPuWbmjRd+lYOeHh3ivJkLLGaxrUIcbp8mgec+K6G5eZ9QvYdP6iXD/cNk8Vj12TdvXuae3L9EDbO3V+1mI90PZOndquLPKG9Q9Kh3w4X2dvvDY19SmCQgGvl2e0OvDl1nIu5Wwe6QAX8UX5ewJBI9NnkZjbODkyyoCdz5SeDkgOHh9sG1Ytj162xnvp4PLvWrI/+Be3h2aGIJDoZgkU+m4Nppgo3Vgjvw7MbhUtSJLuDUDTSq10Y02zdoJPan499n2rgPzK8lnab/lV5F+X/GvmwDBWt74ZipdfQ/fsUmu4puy7SlvG/SPyPT54vMpGztLcunG6cO9VWhIYJr8vwvdtwMvlRLpI6QuRNKhD3JouuzhxfsZl5voSWZJ8PsmypDFZ76RdvTu07j0FfFlq4wso4MvS0Lr3I29YtVwBBV/mpKw+RYNhm7ODq7K/MbtVPV48X57Y1YswwkgHTwZBJHpWHjOp/n/qnwyO/kX0bQ2nEonXRjFqx7h8Whu7nik938klXm9Ck96GLv+uQwj+2a+N0wlAHIPHG/WwCD0YeHEi1KIBuXpoxabw76EgSdNzCG3n2QZgHJEqtUjfY9PrJQUHNDS7HgWj5F91f7gnW2lgiM5K9jULBS5SPAl7cWGe6/J8vPyayD07tPhclQSGacnSDfL7pIAV4fs24OVyIl2Y3ue28Xgd4tZ02SWh87Nx4RyjMvOwYvm2vSvLCgYTl+4/Ku3q3VA9qfqgStQHICfqUzTu6SJJVuBAj5cW3AOeLk8aLpax6v7WDUVskp/ftAq1Ndl1kd0qFgWH9X74gj3XxG6pWujM5na3SRvFqB3j0POAKbueKVPeprNbpN6EDb+reJ9Lrv+ukTys2gxXmLm4Uvc1CJJE6yXh9VWjYklkRamS8moteGuLdny5R907t9dZx+ZH3rZikTa/vVirAoXqdsxEz10zr6+maXd+Tef8nynsXDkOGcSpFTdfnqHa917QOx2O1e5R16dnXjVdgdjj9aknhfJ9aNyKzx8MJropYJQqCaywaqKs5HGtfvVZvWkV6qW6Yd6qi8L5wqfw3IA2XJN4jNukHl4h2aSNki7tGDva1J6/FvHyqofzMlrONL5GIBGuQZCEa9CQ5ytnIArucyTM5iAC4BmhQG/b9tK+3bEDvqnqBZbqY4WOZ/MDvWfroobloaRwQDGJQY6E2qQeL69N8oVn804SeP5axHuZZvqyDWmDQCIAT5vxXLnmrawKDxeYPLJA008pdDpZAJB69AoAYkvlPeLU/cgDfVDT6z9ofHBuwCRekycfmaNvKpdqZaBQS63hsduklNcAPMw0vsYciXANrw9jhb0Smr/EpGdAqnsPIHF8RxmD8v4Ao2vBHERAbCZzeXnxWA0ZznkrKb3r01SXhxWLdPbGa1WX5dOv2rygv+2boMH9Z7onfbAdbRQgPnokwhUYxopIjIYLmLz55e2w+/EdZQzK+wO4FoBNMqFHoim3p89rXpwWXDlcgeBK9hLXNI1RLyPTmcbX/ClMExBVpFWvgOLCPE0/pTB2BR6pZ0BLtoGz+I4aq1gUfHipWJSyQ5aUV2vGc+UqKa9O6nEo7w/gWgA2CfUCG/Hr5Ad5UnmslqA+tVfBKEkBSfVBRJ8/La9pqtoAbke9DJghkIiUiFc5FQ3IDRfYcYexAg0VjJKsOgXkDzaaC37Qsm0clOrGmysbi/XfUfjhJ5XfkQNBu5hCvUnemBP8bwrSNXNxpabMX625KzdpyvzVSc0biZT3obw6c3Fl3DxrV75O5f2RaN3nynsXSKKE8vzg8cFFLVI1zDhVx0qUQ/VpKsunlJaFg8dLo64K/n9o5XCXtSNbK9QLb97KqqS3AdwuoXrZbe1HIIUY2oykM+0i7vlVryAp+D0ueHOL5JPOOrZP0r/LkvJqLXh0jor861QaGKKzzru42TFNtnGKXUMoTOdzcfWQDScmknfjEDAbV3w0yRehPBHi90m/HNkvqYsbma4KOWX+avkV7Avi90kBSxHzrJ33UarvD9O6z9X3rgPsmsPKy3NhJVLue/Ec3Z7nXX1d49SnobR3yM7St3vrop6DG9sWTeuGqWMG6ppxg2Jub8v3lMaL3bDAYWO2Ta2ExhyYu9XV5bRLsdgKXCNSF/FIN3JxYR43uMc1DUgsWbc96Q3/0o01WmoN15L9w5Tl86lvhPxlso1TTO+PWBo24B9asSnmNbfjeEljMJG87Q0CpybNj6VglLTq/lb3JjHNF6Uba8IPZFIwWJfsXuEm5X3DvBpKV7Q8a1e+duL+MK37XH3v2qQlQYt4ZV6849mxHyeYpt3L5+jmPO/66xqjPo30kibSObi1bdG0zrpv6QYNze+a/PyfyGI3HpPQAoeGUt2xwE5G9bIb249u1jDwuur+lAReXV9OexxDm5F0DFvOHKUba4Lzx9TzSUmfW8Qkf7k5D9qRtkTmc3HztYgnKUNvnBxSHY1N82+Z5ouiAbnBh8n636eOGeiKhlYor4bS5fcpap49rX2Z/pA1XydlrWlVvnbz/eHmtNkhkfvbrjmsvDwXlmnavXyObs7zXr6uobQ3fHkU6Rzc2rYI1Vkhfl/0tmYi52AyXDpdp5coLszT3ycN1+SRBbYEW0Ll+ZKK7Vqybnt6Dpd2Y/vRzRyYu9XL5bQX0CMRSReqnBi2bMiBbt92Cb3RDLGUmp5N8fKXm/OgHWlL5E2ym69FPEnp8RAK2rltuJINPR9M84Vb80TDdLVvm6Xd++oip69ikYauuERHts3SBdYLKhs9S0NbeA5uvRaSu9Nmh0Tub7t6zySjF06qmKbdy+fo5jzv5esaSnvDHomRzsGtbYviwjxNHTNQ9y3dEJ7yorX536TnUrr3brJzZFioY0Fo/rRQx4J0ul6ubT+6lU2jbRIRuv99iv4iOoQh0IljjkTATdJgvo2S8moteGuLJJ/OOjafwjhFMmGO0aZzMI0d0sNzw2VSLRPyhZ1zSsI5ic6xZlfeNp2v040PGInMr5n25YADvHxdQ2mP+ZJG7j5HO/O/yRyBzCNorulUR1Lk+Y2TcVyT4dRuLdPTXornGQ3lw1BQ22QKEDfOx5tqpvE1AomAm/BADMQUClQvWbedCh9BafACBkEl5dX6/O2FOs5Xrr7Dxrnie+QBA0h/Jvd5xpQFNo2MSnXHAtPgZcZ8j4bSOahqGvznJUFjLLYCeJED3b4BLykuzHP1BPxwAMOL0kaxf4204dpgHbh+riuCwpQ3QPrz+jQ5trFxQYxUL6JpOpyaMv2AdB+ubzq1QYfsrOCc3DHm4kZzLLYCuIlNiyxklIpFwZ6cFYucTglSxM0T8MMhg8cHe29TZnqbA5Oxx0N5A2SG4sI8TT+lMGYgxWQbT3NhGWyqaECuGg6zjDZPu1GZniHPFum+GInJIkIl5dXB+VYVnG/VLQsOegE9EgG3sWGRhYxh45tTeEdG9AoAMpELe+VT3gDIGC4sg02Fyup4w6njlukZ9Gzh5UWjTMXrGds0mLp7X10KU+dtzJEIwLuYUxKwj4dXjEcaSfFk7EgjlGFA62V6GZykZwu3zkXo5gWVUoE5M5tjsRWkRLxC0XT1LKBF0mSRBe6jzGHakEx5g9Ol91IyroMbG/N23eOUFWgxjwfhykoe19AVlyjgy5I/hWWYG8uTTMB1R9IkoT1EsKoxt92/mR5MbYpAIpJu5uLK4JwCvuCcAk0LRdPVs0Lblm6sUYfsLH27t841BYudnCg03VZQJ4XH35zGa1wkch+5USiwsWHHV6qzLJ121CG6ZtyglBzXbXnftCGZSIPTtvN0Ye/eZDS83diYN77H4wR6vF5WhLg22O5hca9VAg/ObrzuJeXV2vL45To/a7Ha+ALBYGIKyjA3liemEvkeZy6u1LKK7Ro9uEfE+jvVeSKRujRTXqyYvJB2233rajY/W7Aq8AFeLjczhWl8jcVW0CKhiUmlYBDR71OzCVpDq2eFhFbPirSvKfNXa+6KTbpv6QbNXblJU+avVkl5dRLPILVC5zhvZVXKzs2JYzrC44ssxJvo2PQ+cqNQHlxSsV1VNd/o48+/1X1LN2jm4sqUHNdted90UmvT7Ww9z4JRB4KILpkXqXRjTXgFvUh1TEv36baJxY3u8VCg5405wf9GmADey2VFSFnJ49ry+OX6ZNW/Y+Zpt97jbmR0rQwXWHDrdS/dWKM3rEK18QW03/IHeySmoAxzY3liIpHvMdRp4IOttRHrbyfyhMl1b9j+WLJue0rb3jOeK0/pvRHvO3DrfetqNj9bsGjXAQve2iKflNJyM959Gfp85uLKlN+/XkYgES1SurGmUeYJWM1XxjJdPSvUIAg02JeXGmQmnGhserWBm2niNS5M7yM3ahrYCFlWuT3px3Vj3jdtSJpuZ+t5unDF+A7ZWQrUZ/6AJbVvm9XqfbqxMW90jxsEerxcVkiSKhZp6IpLdH7WYj3Q9k6dlLWm1cF2GF4rwxcJbr3uRQNy9VLdMF207yrNrRunspGzUlKGpbo8sStIlcj3uKyicX3dtP52Ik+YXHcnXqw4FbAzeSHtxvvW7ewMCpusHuyEVAe+S8qrtWTd9nBbJVXlpkmgPZ07NCULgUS0SNGAXAV0IANFWio9VGiOHdJDY4fkRS04Qw2C0L5CPVA89QAUhxMPr258YE6EE291nRCvcWF6H7lR08BGyOhBPZJ+XDfmfdOGpOl2tp+ny3r3fru37kC9INmykp4bG/NG97hBoMfLZYUkqWq5Ar6scK+y7/vKWx1sh+G1MnyR4NbrXlyYp4Un7tKvDvlEw084TUOLz03ZcVNVntgZpErkexw9uHF93bT+diJPmFx3J16sOBWwM3kh7cb71s2SERQuLszT9FMKXVMvO9mbWAoG98cO6ZH062EaaE/nDk3JwhyJaDE7JyYN7at92yzt3leXlpOdOjGRq1cnj2X+jPRRUl6tBW9t0YbtXylgSace1TtlcyR6Me8nKp3Pk3KgCY/PBxtX/fDt0GIZZSNnxQwIGeV9jy8gYpdktNdcVea4dLEoO9k9x1roezy1XZmG1r0X8x6ZubhSyyq3a/Sg6HMkui5P6ED7Q/LprGPzk542J+useN+BW78jt8qEOQ2dOEcn7hHTuej9UrCTVJS1HzIJi60A8KxMqMABxMfDzwEZMVm+ncHSDAguoZ4LF4uyW1IewLlHbEedlR4Sut88+sLKqcC3GzvWZEKHpkQQSATgWfREAoADKBNbwO7gkkcfFjNChgTEbH8Az4AALNBSxr3ePVz2EPhGJKbxtTYpTBMAGAnNf0PlllkyoscV0AKR5vjhHomjYJS06n57ViJ/eYa0/E7J5w/u02MPi2kvNMdjOg/9V7BtZOt9b+c9AniF4Usho/st0kJoHip/bC9TkFFcsdjKfffdp4KCArVv314jRozQm2++6XSSADjMbZMSI7mcmPQ5Uxb0gfcxWX4L2LUSecWiYBBRkqxAMJgYYdVsOMxli0V5gl33iAOov9EioR6Eb8wJ/rdiUev2Z7jiPZCOHO+RuGDBAl155ZWaPXu2RowYobvvvlvjxo1TZWWlevRI7sqegK0Y9gS0WKp7XDUcKvrQik0MFYWr0Uu7hQaPb319XLVcCk/DrmAwkYfF9JZJ7Tk77pEUo/5GRCb3rd09CDOkNzQayKT6IQ7HA4l33XWXpkyZol/+8peSpNmzZ+u///2vHnroIV133XUOp85hliV9843x5i+vq9abmz7X9/t104lDUlOhpvqYTpyjkcrF0r8nByul1+6TzpwrDRrXbDPT9Nt1numQJ+LtL9XX1DGVi6UtK6Q+IyPmLcnd1yLeMbsE9ih7z7fh34/v2V76+uukpWf1Bx+r07494cDlmvKPVdy3U9KOl4iX11XrP2s+kXzSGccc2vrvyCDvOMHO8zTJ03cv+VCvVe7QDwd11xVjD2/VvpxQ3LfTgTwa496wqxywPR/ayK7vO7SfDtlZ+nZvXeT99ThW2ntfcDVHSTr+t1L+CUktnxJhZ369e8mH+u+7n+ngjtm6+IQBUfeXynvEzmMZfd/17bk6+ZX12n165rC/aMLPf5n0tNnJ9nS5rA5pWH9L0u1PrZb/myGuai+78R4xKdPd3I6MyfA5TD2OlfbcVx9M3C/1GB61LDeuA/NPCP5IrqkXJPM2jwnP5osEmKT93ZcX6MhVVyjgy5L/tfukXzwhDflJilPqHo4utrJ371517NhR//73vzVx4sTw388//3zt3LlTzzzzTLN/s2fPHu3Zsyf8e21trfLz89NzsZWvv5Y6uePBFgAAAAAAIOM9fZU08Q6nU2E708VWHJ0j8f/+7/9UV1envLzGUd+8vDxt27Yt4r+59dZblZOTE/7Jz89PRVIBAAAAAACQ6foc73QKHOX40OZETZs2TVdeeWX491CPxLTUsaP01VdGm768rlqXPb42PMfYvecenZKu9PGOaWe6nDjHhFQulrasDBYqUYY1m6TfrvN0a55oNPzAqos+/MBgf6m+po4xuGZuvham32NDSU9XAvkwlWy/FhlwniZ5+u4lH2rOqx+Ff/dJmnR8X1334yER9xWaEe/iE/q3ekhQKtlVDjhyTxpqyfcd6Xts+l37fVLAan6ez/zzYU1Y/wftt/xq4wvEHOqaanaW502vmRT5O09lHRI6lk9SaPhUls+n84r6NLt3TfcV7/t+eV21/vPkQ/q+v0JvBgZraeDomPnHbe0K29NFHeL4/uw4lsn1Mt3XpY+u0dLKHeHfxwzurvv/3zAbz6pl3n15gd5+fZFWW4P1ct3RtjxzNuSWe9yESR1oys3PF3ZJJKZxYtZaDfdV6JgfjNeRR//UoRS7g+eGNjdl2vUyE5SUV6d8IvZ4x5zxXLnmrawKz0M2eWSBpp9SmLTjuZ1p+u06TzfmCb04LbhaWmii4xG/Dq602ML9pfqaOqZiUdzJnN18LUy+xwVvbZHk01nH5ic/XQnmw1QyvRYl5dWqWbNQRf5y9R02LvqkzwZ5xwl2fucmefrSx97Wove2hoMS0Sbon7m4Uvct3RAONHhtIn+7yoGU35MJMDnHmYsrtaxyu0YP6qFrxg2KuZ/2bbO0e19d1P099cTf5ataLqtglE4/Z4qt59JadpbnMxdX6tl3PlW3jtm67EeHxSx7UlWHhPLhknXbww95Lb0nTb/vkvJq3fvKen3xzT6delTvuPnHbe0K29NFHeL4/uw4lsn1MtlXaLGbeHVpqiXjmdOtdaAJkzrQlJufL+ximve9en6JMI2vORpIlKQRI0bo+9//vv72t79JkgKBgPr06aPLLrvMaLEVAonu1nBltdY0/pBGKhZJT55z4O322U+4qmGKDOHxfFhSXq0Fj87Rg9l3hntKee0cnGDSCLT7YQRA62XKAxzgBW68H3nmBOzhmUDiggULdP7552vOnDn6/ve/r7vvvlv//Oc/VVFR0WzuxEgIJLqfGysbOMylb7eRYTycD2c8V65D35ihSVmL1cYXUEB++Y+7xDW9Kr2MhxEAALyHZ06g9TwTSJSke++9VzNnztS2bds0dOhQ/e///q9GjBhh9G8JJAIuUrFIqlouFYzyXGAG8BJ6JCZXuj+MlJRXq3RjjYoGpOf5AVHRTgFSh/sNXkFeDfNUILE1CCTCNTK9AGo6VPTwH0vHTMrMawGkQEl5tT5/e6GO85er7zEx5kgEGqDHJTKWjVNaEIwH4vD4FDLIIOTVRkzja55btRlwpYYF0Kr7M7MAqlp+oACWpA9flD58ITOvBZACxYV5UuHFTicDNkhlUKJ0Y004iJjl82nVRzUEQpAZGrZTfFnBqS1a0D5pGIx/aMUmgvEeR1A4SWy63+w2c3Glni37VN0Oir2olCmv5x+vp98WLs2rbud3OgFAWohUAGWaglH1QURf/R+szL0WAGAoFJSYt7JKU+avVkl5dVKPVzQgNxxErLMsHdc/N6nHA1wj1E4JtdcKftCi3UQKxsObklH+lpRXa8Zz5Ukvy13PpvvNTjMXV+q+pRv08Rff6p1PdrX6O091/W03r6ffNi7Mq15Aj0TADgWjgj0R4xRApm997Hw7lLI3TYPHq2zkLHV4/3EN2rU85rWw+21gJrAz7/D2MbPMXFypZRXbNXpwD10zbpDTyXG9VN8fpRtr5PdJdZYlv09J7yFYXJinv08abjQHpBNlRUl5tRa8uUXySWcd2yficU3TZZr3Tfbn1vso1XVDSXm17n15vT7/dq9OO+qQlFwLkzwR2i5m+gePD46SaOUiW0UDcvXQik2OBOOd+I68fH9IsdNvdw9tt/ZWNb2HbGXT/WanZRXbm/2tNd+513v4ez39tjHNq5k+jVkTzJHoEW578HdbelwhzgqwpvNS2Tl/VSrnwmp4rDG+1Zr+vZqI87aF3gY2FDFdhoV1KC92yM7St3vrXBVAs6vxbWfeYX60A5x48El1Hmx6v00dMzDiuXq9TLczSJLq+8P0O0o1J65F6JgNNT2uaboSyfvx9uf178iuuiHS95Psa2GSJxpuZ1fbyaSsSPWCTE58R16+P6T46be7nJvxXLnmrawKB2YmjyzQ9FMK7TiVFjO9hzJBw7w61r9GRf5yDTvhNA0tPrdF+/N6m9rW9Kd7kC2D5lE0ja8xtNkD3Nbt2G3pcY3B46WT/xK1UDEdCmPnkJlUDr9peKyl1nDN73JxxGsR7W1gI6HC+o05wf9WLIp4zFBenLtik+5bukFzV26KmidTnW9Njhdq0HywtVb3Ld2gmYsrI+7LzrzDkKwg02tvJyeGUDW935ZVNr//vF6mm6Tf9ByduD++3VsXboz5Je3eV5f0Y5pw4lqUbqwJT44hBSfKaHpc03SZ5H3T/YX2Nda/RtPbPKJv33vO/KSSKNV1Q+nGCNcmynW1i0meCG1nR341LSuKC/M0/ZTClAYNnPiOErk/7Die3eKlP9RDe/LIAluCQG6cOsL0HsoE14wbpKljBursLu/pwew79cu2L2noikuiPmfEY5p/3DrcPZH8H/McDJ/bPI1pzJohkOgBbnvwd1t6vMK0cWFnIySVDRrTY40e3EPSgQeysf41zbdtUFgHfFla9cozESuuUF4M1P8esOSaAJqdjW87805oG7+CQynbt81K/OTSgBMPPnbnQZMH3tD9Fv59UI9m2zhSplcs0ubHLteTj8xpdcPazgC6Ew+BRQNyFZDCZZkbHjwl565Fw2Eylppfj0TrmvDvEfK+6f5GD+6hsf41ejD7Tp2ftVg3fPVnVzwoJaNuiLdNU9Guq12KBuTqxAbthUh5IrSdHfnVzW1cJ74j0/vDruPZzST9dgaF7Q5M2sGkXG2RikXSi9NcURYm4ppxg3TbMbskX5b8rQ0KVSxS8Za7NX1gVdyRDm59WWuS/+OeQyYE2ZhHsRnmSPQAJ+di8UJ6vMJ0XqpE5q+y65h2MD3WNeMGacDnr+n0yjtVJ78u0AuSf7ikBr0X6+ecDNRX8g99eohemr+6WaMslBf9kgJSeJ6xaI3rVOZbk+ONHtxDH2ytPfB7lMa3nXmnuDBPU8cM1H1LN8jvk+5bukFD87u6orGbSqbX3k5250GTuW1Cw8uWVW7X6EGRh3CnvEyvf3N9iOXX2b6ALlxXLZ13cYvzoEn6Tc8xlWWmk8c04eS1WPDWFkk+nXVsfrPjJlLXSLHzvun+rhk3SKurPlXdVr/a+AKuWdXR7rrBdJt7X1mvL77Zp1OP6p30IazF/jUqzj7QXigbOUtDW5h+E25u4zrxHZneH1L8e80JTpVjKS/HYwwrNSlXW3S80DDPVfd7b5in4dz2MRleg3SYhzDuOYSe2+QPBmfTMcjmwjk/ncYciR7hxFwsXkoPPObFacHu76E3OyN+HRwW3lDFIq165ZlgELFuWNS5ZkJ5sX3bLO3eVxczT6Y635ocb+biypQ3vt04h48TnLj2duZBu+cES9m98eI0BVbNll8B7bf8mld3sj47bnqr8qBJ+qm30CoZND+Sq5i0FyRb5+eirICnOFE2md6XbhZnbvu4DK+B1+dRlMzmGl3w6BwV+depNDBEZ7Xi5TCcZxpfI5CIlkv3SVWRPIaNnnSofN2I65o+PPnAW3//77eCvbsu3HsVjU54Q2sfPJE4k/YCQV5kMieCetxzCV0DT7bVmoh1DnRQSC8EEpFcVCBoLcMHsnSofN3Iq9fV66sLo17FIm1+e7FWBQrV7ZiJfJduxktDOC1eeyEdekcBLeXUMxkvVrgG9UIdFEJTTblp5XYkjkAikotGG4AUoyclkGK8NIQXkE+RKm59sUJAy35u/a5daubiyvD86wFLrmmj290BIRM6NJjG11i1GS1Tv3JRQH5WLgJi8eiqdm7k5tU0gbSUCSsxwvtCk+CP+HXqg4gprONLyqs147ly1636mjFCAes35gT/66Z23eDxwQ4dBLzsYed3nSHPAd/urVOWz6eAJde00e1eMdvtK3CnGoFEtEhJYJgu3HuVHt5/si7ce5VKAsOcTlLaoKGYRtzc6PSgogG54SCi0WqaGdJ4A5Km/qVhq1a2RPpxY9nqRCAlhXU8D7CJs709zYsVSYldV88+09j1XWfQc0DCbfQUsLsDAh0aGiOQiBYp3VijpdZw/Xn/eVpqDU/JjeTZyigBoYbi3BWbNGX+as1cXBlzW69eDy+nPSEONDrjXVsvX/viwjz9fdJwTR5ZEH/IRH3jLbBqtjcbbwYP6l7+Lt2Ka9pYSWCYnhxwuzYf9gvXDBflO2rM9HrYdt0ceDA2Sbsj+SKFdXwyHmBnLq7UT+5ZHrOtmQg33ZuJBl6N0u7xFyt2fD+JXFdPB7/t+q4zKPicUBs9RewObroxWOok5khMIyXl1Vrw5hbJJ511bJ+k3sCJzlXW2vkE3D43ml3zJcx4rlxzV2xSoMHfIp2r269HLImk3fPzUKR43qZ419b1+cbG+Wg2P3a5Dvlwvtr4Atpv+fXpoEnqe+49NiU0yQzyjeu/Sw9qek3HDumR9Lo0Eams40PHc1sec2OanGR6PWy9bimeI9sk7Y7li9ALK/nlVyCpdbzd5VNoPrOQ1i6O4LZ7M5FVZBNKu0fnIrTr+0nkunp+JV87vmvmb3Wc3YtLenWxykQwR2KGCVUQSyq2a8m67Ul/81PsX6NXj3hJf/nux0ZBxNa+kXJzV2I737gVDchtFET0+xTxXN18PeIxTbun32Sq/s3v+gI9NegOrer+M5WNnJX0xkO8a+vqfGNzL5fSQGE4iNjGF9CqgIcarwZvsF39XXpUw2sqSS+noC41FSoP9eELKlp/pxY8Oifp6XJjHnNjmpy04K0t8kkxr0dJebXuLvlQfl/s7YyluFeWyXfuVL5I5TQ/od4+YwZ3lyQtrdjRqvJpWcX2xr9Xbm++UQJD2N12bybScyihtHt0LkK7vp9Erqvne2/Z8V07OX8rJAXLzumnFNoW9LN7f15GINEj4nVHL91YI1+D332KHICyRf0Df98Nj+isDdeq2L8m5uZ2VF5urozsbDwVF+Zp6piBkhRe9SrSubr5esRjmna3NUoT0XCI+pXv9Na5H5+miS/nJP3BP961dXW+sXn4R+6wibpw71WaVxd8wOt2zER70pkKBg/qrv4uPSp0TUN1qSX3TBheurFGxf41ejD7Tp2ftVgPZt+pz99emNRjujGPuTFNTikpr9aSddsVGlYU6XqE6qJ1W2sVsBQOJrbquqX4wdjkO3cqX6R6mp/iwjz16XaQLW2j0YN7NP59UOPfE32557Z7M5Fhlm5LezLYdY6JXFc3DnV1hEeDzyFumrIA7tLG6QQgvobd0R9asSliYVw0IFcPrdgU/t1S5ACULSI98McoHENpi1l5xRnSGKqM3NiV2Oj8EnDNuEEamt815rmGAo7LKrdr9KAerroe8Zh+l6HrelLWGo3wlWtYu9MkeaNXWdOeTQ1XMEvmdxXv2rr5PlLBKGnV/bb1cikuzJPOu1irPqrRWW4713hCD+oxhtS4+rv0qNA1XfDWFi1Zt91VD5VFA3J1yBvl4R62+y2/jvOXJ/WYbsxjoTR9/vZCHecrV1+/T5I3H85aq2E945N04pDmbYGG2/glDenVRVeMPbz13+Xg8Sl7KDbJh07lVbvbf6k8ZmgYc6gd2WxYc4JtfbeWFybpcGPa7WbnOZpe10S3TVdenqbJJAaBzMUciR5gOsfER0/+XlkfLdF7Hb6vduNuTN6N3oL5HmLOJ5AG80eker6EkvJqLXh0jo73l2tloFBnnXdxWhbsZSWPa+iKSxTwZcnvobwRqnj9kgI60LvUNRWwjXMR2sqjcw8h/bhxDpxQeVgnv7KSPB+bq6VBm8EOrp47MIOkvKyoWKTNaxZrlVWobsdMbN0xY7UFuM+QrpLQBo4WLPR6Gez5eS7RIqbxNQKJHmBUCL08Q1p+54HfR10lnXhD8hJl5wN/iifuTgdPPjJHZ2+8Ntw7ZcHA23XWeRc7nSz7eThvhB4u2rfN0u59de4JSPBwkHncGjhG4gi2e7pesJtJEMuNQXG0kJ31t8m+3FzeuLhe83IPtLSXhDZwrOd0rwfikhEITfXCcUicaXyNoc0eYNQdfX1Jk9+XJDeQaOewFpuHNGaCIn9qh7g5xsN5w7XDORIcrpRyLn448KSGjeZV9xM49roUDil1rQTrhXR+qDepZ1xbFyFxdtbfJvtya3nj4nrNtUNBaVsFJaENHGlO99B37sT0B3aye9h/eOG4ekvWbXfPPYKEsdiKR8RdIeiw4ia/j01+ouzCilYJ6ztsnNr4AgooGEzse8w4p5OUHOQN+6V4xc2E2LxyM2T7IjaA4xKoF0IPLfNWVrlmBW6gxeysv93cFojHoXrNZNEJVy4USNvqgCTk+1gL2aTDgjN2rlKc0sVhWyKBlepBj8T0Eep9uH5JMIiYzN6IyeDWt55uVf8g5XfZkJOk9Pwgb9jLYCEP25m+CTd8U+zZHkZO9AjwcK9eICqTeqFikTovW6iTsg7VS3XDUrLgFTJQKst1O+tvJ9oCdnGgXjPtaejKHmhuH4mSSknI9yYLHVLvBKV0cdhEubins1sxRyLgMl4Nknh9QmEkSSLz0Rhs69l85uTclG6e5wqOcWNdY1ua6u+30MI0F+27Si/VDfNOeQFvcPOcwzYFON1YTkhKeb2WyFx3rpuX1M35FN5g4wuTkvJqLXhriySfzjo23x33iMT8yw0wRyLgQa6dW8VArDlCInFt4xT2SuRNuMGb4lA+G+NbreOzyvX5259IhR5YaMjJHgEe79VbVvK4dq9fpvaHjdbQ4nNTc9BU9jJyoKeqG+uahNMU47ptXrNYhzSYR/jM3Cr97OSLHT/HpIiXf+o/L8s6Qs/uHpq2da4jE/g7UK4btZ1s6llTUl6tBY/O0fH+ci0oLZTOi3wPOdKeS3G9lkhPQ9f1QPNy71M4z+aeeq67P0IYwZMwAolAK5WUV+vel9fr82/36rSjDtE14wa1eF+JBuPcJJFGlskDo2nD1GQ7Rxq5hsGBtA+oJloxx3k4KBqQqy2l/9aD2XcGFxza8IJUke/+hjELRLRIWcnjGrrikuB3vX2ByqRmwUTbr1Uqh7c4NJTGjXVNQmmKc91KA4U62xdQwJLa+AL6oscInZWO91G8/FP/ecCXpaFWne7fd5WmrEi/npmmE/gnXFbEq8dT/OBpHGy3KcBZs2ZhuK79VZsXtODtvGYv7tz4UiIZ7F50IuU8/kLRCAvKJEemDI0n4J4wFlsBWiHUgHrn0136+PNvdd/SDZq5uLLF+4s1YW+LpWji2EQmFI43GbXpBPkm2zky2X7o4a1+YuuykscjbpYRCwHYvGBOcWGepn+3JrzQkGcWEGGBiOYMyqbd65c1WqF+94ZXG32elGuVyon8HVo0ICl1TSrTFOe6De7Zuf7/gtO6D8rrrLQUL//Uf+636rTf8uv7vnL3LABhI5MJ/BMuK0wWqEjxgnDGC3nYtKBEkb+8Ufl7nL+85WlKA3YuOgGbsaBM8nh5YSZTofaoFBzOTBDRCIFEoBVKNzZvMC2r3N7i/dm+uleKK1bTRla8B0bThqnJdo40cquWK9Dg4W31q89GfGhJKG2mAWE3rjg2eLytFXPfYePkV8B7jRrD65ARD2aGZVP7w0aHH2Lb+AJqP/CERp8nfK1M7o9UNpodaqC7cSXJhNIU57oNrXsvWAb7rGBvvLr3Yx/cjeWmiXj5p/7zgC9LbXwBvWkVuiZwbKeiAblqOOF7pAn8Ey4rTIP8NtdvsRgH220KcPYdNk5tfIHwi7u+x4yLmaYxvtWatGuO9+4jHODVstChl3JeZ7ISeaIvwuPuz20IQrcYQ5uBVggN5x3rX6Mif7lKA4UaNOisyBsbdrm3de4Il3ZHjzdEJHRdT8paoxG+cg1rd5qk5pNamwyndmQFvYJR8q+6Pxz8eNMq1NYIw/SM02Y6/NHNK47ZOeTEy8MPDK6DK1d9tJth2TS0+FyVSdq94VW1H3hCs2HNCV0r0/sjlfkrCccymlOyYpGKtyxX8cBR0uDICwY4wbj+i3fd6svgUG+8mAFaN5eb8cS7DvWf+6teV1nW95S/Z6j+7sVhmXGE2hSxJvBPuFxt26G+fPK75oVVQsNr7RjK2iD/RCufQmn6/O2FOmvDndJ6n7R+rrfuIwR5uSx0en47Dw6rDvXSPilrjba8Ua6yE06L3mYwKE88O81Bg/ZowJelN195Rl8Ghnkj7Q5j1Wav8GABFebltBsIzeEVWh0yYsVr94ppptfUwyu1ha5rqGdftLSbrI7nxAp6ZSWPa/Wrz+pNqzDmaqFGaTNdSezxs6UPX5RkxV9xLNWLSTx5joIDzixP5UNbJXA/um7VR7vZmCeMr1UGrMjXaE5JX0BlI2c1fzDwcL2QENNVXdMhX6R5O8suxmVFuHzySwpIo66STrwhVcn0psfPlj584cDvg8ZL5zzhXHrQXLxyIpE2pBtVLJLefkSSJR0zKXVloUfr1BnPleuTVf/WA23vDLcZWpP2RFY2TymTBcnq5xL2W3W6aN9VMZ/bMgGrNqcTL78h8nLaDQ2te0/yZSkrVs+aRHoGGhZ4RtfUwz23QtfVH+eamfRgCX0eGoqeiophaPG52nHIidr6UU3MHiBGPXBM3rRWLGrciI/1RjbV9+Xb80OJqv/9EXfkxVQ/fCdQDrh2VTsXMr5WTvdYSIGIc0o2DSS6tKe6MdP7NvRZ1fLGvzflwp5nCcmAdpZdjMuKpvfIvt3JT1y6cUs3lUwJsrf22SFSG7Jt+5YfL9Ht7PLhouA5fvhC7LLQznR5tE4tGpCrLW8cmAc14MsK9j5uYdpDiyEen1WulYFCHdd/mM0pbgGT+rH+WfnNV57RQ58eopfqhrlmETq3Y45EL3h7viSf2bwPbpvbomHhKl/9m6II3JbuRITmKAp9R5EeQkznwTKZpyHReUBSOH9PQuJ95zbOHebU4hW2TcxtMj9JOFhXr/ew6N95KueSqVgkbV/X+G++yJuGt4+VL0zKCtNtUj0nSiLlgFfLQ1OhPBjq+ZCK+YxSvDCCE0JzStZZPrXxBdTj4K7NN/Jy4Cx0366aHfzvyzPibxvrHq9YJC2/U5Jfsup7nnktX2TK3GB2lIuhfbw8I2XtDy9LaL6zYybV/099BX/ML5KWLmOG9XxZyeOq/OtPtH3OT71Z79rx7BCukxtYfmf0ctOk/ZTqdlYiz5xPniOtmmVPutzatotzvOLCPI35Xl+18QVkyR9/GpA4iv1r9GD2nfplmxf0YPadKvavaVG6bFW1/EBbx+ePOdftl6NnhIOIcaebSvc2uqGkBRJvueUWHX/88erYsaO6du0acZstW7boJz/5iTp27KgePXrommuu0f79+5OVJG8KvyGqf7XX2iBUqoWDbJJkBd8UNU2XG9Ntt9AD7GHjpMN/HH07k0owHRq4Jg+DNj70p8XiFfECwl81aeh3bvlCBbYJfc87t9T/of4B4+goDxjxygLTwIBJeeLEw7dJnk6kPLSrMWP6cG0npxrebn2xYpOhxefqo8G/VpbPkiW/+lfMbnztEg2cua3BXLVc4eGmUvBcogUTTe7x8MNzwLs9z5xoEzjxQNzadmK43XF/MN+8Mds1qzEnxK6XaXG2a/gCdsGjc7T5scvj7+/wH0uDfuyea2ZQBoSmgxi063X12PpK/MCYXdfeTiZlneHCTI1EC7yYtp/qFx4MzT2X9HaWyTOnFHmUTGuYlBcvz6gvw2KUO3YyCZZWLAq2EeSXTza8SKu/ruG+ApGuq91B3Hjadgi2daTgf2s/ibqp0YJvmRCzSEDSAol79+7Vz372M11yySURP6+rq9NPfvIT7d27VytXrtS8efM0d+5c3XADc5A00ugNkU86PMpkpxWLpGW3Noi6u+St9ODx9YGz+mIlUqVk+gZJChbEs0fF7oWQaqEeoyY9az5cJK1/KXrhY1IJmgYl3SzSw2DUwrj142OMVzr0qopF0mdvN/5brGBd1fJggyHZD0kNHtID8qm265DYAbR4ZVgigYF45aBTAfnB44PHqloeo9eAwdtTuxozDRt1y+8MPmSnonGUSFDVrgan6QOeG+sZyTj9/QObJfmCDwZN74FEAmdubDAXjFK43giJVn+Y3ONu7Uli6uUZ0ovXSd36S4ePS00Ax4l8YceLn6a99q0I90dIeNhjnClhnAqoxnoJa1NvsdAL2DG+1Xow+07lr58f/wXehy9KlS66Rwzu793rlynQoJlpSbEDIHa8yLSbSS/zeHVu+HmtASvQqnKzLOsI+a067beCvd3Ksr7XwhM01OyZ07CsiDVKJpFjR3tJGX6Bp/pyJ0bbzi4mwdLw82vs9kCLV2KOdF2bpmttK4O48ez7tnFCyp+JeV/GHUmWKSMADCUtkHjTTTfpd7/7nY444oiIn7/00ksqLy/Xo48+qqFDh+rHP/6x/vznP+u+++7T3r17k5Us72lYWMuKPFQgVHFte/9AAeWWt9IVi+p7SoV6VAaaz7lh+gbp5RnBgnjbu7F7IaRSIj1GTQKmg8dLvY9p/LdogdV4Qcl6La4AWqJiUXCy5sfPjt2AavowGKlSTaQx/PjZ0gNjoh63uDBPC0/cpcfyF2rhibtSN+eF3T3G4vWukxT3hUPDoFGy582sv7f3W375ZenK7T9WSSDCnCmmZVgigQH5Y8/x41SPk3j5uunb0w9fiBFwtKExEw7qNwnYt/YNvYl4vQPtbHCalidurGekxMrDWHVSIgH0RKZVsVOs8m7w+OBLkIaiPZSZ3OODx6ts5CxVdjle23v9KHp63BZQlQ7k1Z2bpc8/ih3AqVgUrCPvPir+cPB4dVaq80XFIunzTfHzbcL1bZTpaBr2XIw1fD7VPWuk+vK6/sFfihxEb/j9SNHL8jh1SOgF7NlZSxWwfPJHejHR6JhSyoIDktn3HSoDeg2VuhZIn65utklB213yN4gz+KTIzyGhujLUvoj6ItMf/9rbKVQOyBe/l3m8F5lNh6cXToi+r97HSDn5MY/37O6hum//BFVYfXTf/gl6bs/QRM6sZY6ZpGA+jDHdVNPzjPXiPd4zjUk+DLez6kUL0Nrp/yob//51k2dAw+fXUM/k3Ddu0+FP/kC77vlB9HPNa7KwSo8h8dOZ7LlUC0Y1Pkhrg7henhomCRybI7G0tFRHHHGE8vIOPNCPGzdOtbW1+uCDD6L+uz179qi2trbRT1oLNZpz8psHmEIa9jCQX8o7IjUPxqFu2tF6sIQaWY16Svmbv/Fo9hYsyk2+vqTJ70tak3p7mAZwpAOFj6SYw7y/+bzx3yK80dm8ZrEC4QZN9F6cZSWPq/sTJ2vyWxNU8dg1yQ0mht9IvxD8idUA/3S1dFD34P/7/JEr1UaN4Sjn2PCYn7194LgRruvQFZfouO0LNHTFJakJDhgOK4gXBDV6iK0PDgTqXzhs/3K32XCO5Xe09OzMDB6vJwfcrnl1J+tv+yboeH+5Pn97YfPtqpYH83N9z8WoZZhJb9xwoCEgyRe7t2u8RnUyNHoIj1DWNX17+vlHkb/3hi9grLqYwzVKyqv15CNRhqZF6uElRSx3bNWSIPuXUcqv0L5iDc02Dbw2rWfe+495+lrKzvSHexhIEeukhvdQ72OC20crd0xfktkp3K6YFb0OOWT4gfZQtPpDOtCrrG37qPd4Wcnj0mszNWjXcuV+tjTyvebWHghN86oUvXddqC22syp6gLxpmy7aNqnMF+E6fnHw995DI9cNTevJSPVpOHhQ76DukYMgTXsuRqtDnAie1X6qxk/evsbfedP7Vor+cj7OA3HoBezYrLfl98X5vpsGLZIdHDDpmSkF//70xdJna6Lm/Z51n4WTG052pLq5bQcdqCujDJFs+CJQin7t7dKwp5usYLqj9TIPvUyINbw23H6q31ek3luRypModchvP7pIU9s8oyG+zZra5hmd2q6sdedrp3jD8CM900S7FvHyYdN2VrLn4q1YFGw7NtSpSQeKpnNidi2IuKvSjTW6r+3dmtrmGfX1b1fOF+9FfxbZ920w30jR82LTcjjPINjYGoPHBwPiIbHaCyZB44ZTw0SLy2QQxwKJ27ZtaxRElBT+fdu2bVH/3a233qqcnJzwT35+flLT6bhQpt1ZFSy0Yz5Q1r+lHH1daoa2hCuvek0DPU3fwEiSotzAjd5iROi1KEnd+jX+/bCxholNIpMeo1Lk69X0gSRUIYXnk6vX5E1ZSXm1ni3/Ivh2WFKsoOTQFZdoaNZH6uPfrt+0fUbtl9+S8CkaC78pbyBSAyP09vTrHcHfex8dY/W4Bs27qG+Im0Y8fM0bgKYPBnZ6bWb9/0QZVmAaBG3Uk9UvLbstYuOvbOQsLdl/lCSp22fLzHpIfLom6dchd9hElQaG6Ddtn9GkrMU6a8O1zY750c6A/ArIsiS/LH3UtSh6Gfbuk8G8EO16SVJ1ef3/xAmY1j84W/UPzmUlj7fsJE01C85E6aHd7CksQp5u2rOi/JmIjdjQy4SzN16rQz+c1/yaNW1khUR7Q28H0x5eTd9uf7am+Tk27D0Ua96zpoHXLaWRj9u0ntlZlfwHwYbpj/Li4aOdAcmqk6XID/3hfTUtN6PVSR8uil3uNC0zDxmW4nZF6N5tUlaHrtfWd4K/H35y7MDSqtnR80WDOlKSsnxW8EVG03vNrfMSH1bc/G+R0tb0u5SaB8gjtVEiXfum28Ra1MsOTadB+XRN9O3C9aSCQ2wjlXUNe7N+vd2wLRAhT0jaueOTJr9/HGc/rVSxKFjON2I1/s5N20RNH4ijBDaG1r0X/2X5yzOaBy2SvdCKyfQ4obbmniYdTpp2QjisuOGrl6BIwQaTIZLhtkcDyeyVaNrTrWnHjljDa/d9W38vRemB2qw8iZK/njxHXb94T5LCc/YOrXs/odNrkXjTTdWnLfDh4ti9uCOVm5Gm2zGepkkK559Dhsc8hVaL9PzdtHdgw9E7krRrS8S2wGnty/STrDdlNW2WRp2HM3Ag/0QbYh8qh33+5D+PRSw3I2xj0hGm6ff92Vp3jVJwQEKBxOuuu04+ny/mT0VFRbLSKkmaNm2adu3aFf75+OMkV9xOq1ouq1GjIHKDJuWqljf/W9O2S6SeLtF67MV7ixEuCBp0tz/RBfNpmg6PjFSoN30gadSzNLqaNQv1m7ZNCsUoc082LPctSzrq27di7rtVIgVAIqWraS+Kuv3Nr1uk1eMiNQgiBl0sgwe9JN9HFYuaz1nY9P4wbfA3quwDUnXkt4HP7h6qT6w87bf8auMLBHv4Nd1X0zeBKZinpbgwT9O/W6OAgumK9D1u//wL1Vk++XxSneXT9i92Rt7ZyzOaNwgi9QJpuvBMpIBpg4fi0Lew/bW/J7XX7uY1i5vPxRSph3bToZtN83SkB3qp+QOSaaCkyyFqVD7F6lltB5PguFT/4NZE00an6bxnTQOv0V7MdTmkyQGTXFY0KwesZscsK3lc/StmB+8RBfTR4F9H/n5Me8g3O6bBOR6UgukgIj24NS2jmvYOPLhfnGvRYJqACPNFNmxfhV5kNKs/3Lrwxok3BMuKrgXBQG8iaTsot/Hvkdp0UvNr31SsRb3sYDINSmi78At1KWoQoWkwKFLeb1pPRmlTVAdyGv9e1zXqadgiUjuyaQDQtE1kOleqycvypm26rgXJv0dM8kWkHrtS804IJ97Q/GVapMBqS4dIJrN3f/g61OeLaD3dIrU3Wzn/YYMdRc5fTY7ni9aRxE4GPek3r1lcP91OQPstvza/vdh8/xFf/BqUT+H7zWAufTuE09UgRN607RSq13oecaBnf4S0Da17TwEF2+eNj9GCeThD4gWr7WTS3jHtCNOoV7KUsu/TxRIKJF511VVat25dzJ/+/fsb7atnz56qrm78wBb6vWfPnlH/Xbt27dSlS5dGP+msLOsI+RqHg2I0CFKYoQtGNf9b0x4sTd86SNHfUsZ7i9H0HLsc2qrk28pkFVCToGqzhrAifp9F/vLmwYhI16xgVOOi0yd1OSLKcFA7hCqQ3sPqDxhlyFnTXhSRepY2fVMWbS6K0DEPHx98kBo0PnLlZfhgYJtIDf6m94dpg9+wsi8akKuVgUK18QXCjaSI+2p4T6ZinhZJfYeNOzC/UoTvsf1ho5Xls7Tf8ivLZ6n9wBMi7yjSg0GkIVRNh3BEaTg07/eX3BW9SwOFzediinT9T7zhQL6OlKcj9vZW83vJNFBSXz4F6oNQZd1PTeS0EmcYHI9Yz8R9eIsyL1LEh8oogftGklxWGJQDu9cvC98b+y1/9EC7aQ/5ZseMcI5N55BKdg+jaJqWUaYPuSZ1SMGoRu0rn0/RH8Tdutr3iTdIV7wjTXkletqa1X+SRl3d+PdI95rU/No3lcyey5J5nRVuC9S3cWKtTBsv7zdsV0RrU0j69nv/T5IUsHz1v5/bghNMQKSgUdMX6qZtItP7yCQw0LRNd8QZLTm7xJjki0g9dqN1Qvj5/OD5HTc1+N9I25gcM9K9lsx7JPT9HHdJ9HRLkeuZWGVdrO+86TmaBF1jHc9OBi/TShu0k9v4AloVKGy+HynCd+mL/eI3VvmU6l7t4eeGI+ufv6PEBwaPD45itKK3z1UwKthuDLUFug2IHSQ0fSZO1fUwKfNNO8Ls+zY4KuTARu4apeAAn2U166xqq7lz5+qKK67Qzp07G/39hRde0CmnnKKtW7eqR48ekqQHHnhA11xzjbZv36527doZ7b+2tlY5OTnatWtXWgYVZzxXrk9W/Vtn+pfKJ58+H3SWzjrv4sYbhbrkhm7IFL0xLyt5XNtf+7t88mlB3Widdd7F0ZdKr3pdRqvfRdvOoXO0VWiYRaiyiTYc6+1HgsPOop1r6Fo0FKlBGdr2tTukb2uk752Rul6c8b7zl2cEe08dNjZ6mkL7aNs+WHm3dmGQ0LX1KdiwS/b8JE+eo3CgJNb38/YjwUmQO+XFTpfBPVBSXq3P316o4/zl6nvMuNj7Mrkn7RTnmGUlj2v3hlfVfuAJGloc5YEsPKl4A7GGNcbaLsI2F+69Kno5ZoOS8moteHSOzspaJktSjx9eGP1cY2mavw7qEQz0NM1jCZQVZSWPa/Wrz+pNq1Av1Q3T3ycNT+6iRBWLgj0Rq9870Igd8etgA7Tpdq/dERzWHKnsDJ9j/VCmQeMj30eR8o4UuxxORVkhSf+c1LinbeGE4INtvbKSxzV0xSXhB5+ykbOi55tE6tt455jqcsL0u0y0TRGrDkn1d+0U0+/7tTukXR9LXfODwUa3XK9E8mK8bW08B6N6y0523pN27sukTZcMJm3N9/4T7IEbKT8n45huLVPsTJdJ3nHiOhi2kxc8OkdF/nUqDQyJ3eYzeW4LHdfkejjR7jZ5djbJ03anPZXXI5H6L1pbU83bYtt7n6geP7zQPfe4jUzja0kLJG7ZskWff/65nn32Wc2cOVPLlweHRAwcOFCdOnVSXV2dhg4dqt69e+v222/Xtm3b9Itf/EIXXnih/vKXv8TZ+wHpHkgMrZaU5fOpzrKiP9w5UEDNeK5c81ZWqc6ylOXzafLIAk0/JcqbHTs4UQjbzY6gauhzNzZUcIDXK163Mn0wMGw4bH/t7/r0i2/1eufxGjz6rKSv6F1SXq1VH9XouP65rTuWnQEjOVCeh9Jm+oIo3osmk2sRyjv+LKn7IHeVnXEexFMesHAKZRwAoKUM6hDTdlhJebVq1ixUUVacl/NuRp2amBjXK9S56/u+cr1pFSq/6Mzkt5Md4nggcfLkyZo3b16zvy9dulSjR4+WJG3evFmXXHKJli1bpoMOOkjnn3++brvtNrVp08b4OOkeSJRsfPC0mXGQEwDgao6V5zRyAQAuV1JerdKNNSoa4K5nMSQHz7hoKpPyhOOBxFTJhECim7k1yAkASAzlObyAB3oAqZRJAQQEOTJKA66XKe1k0/iaedc/IILiwry0vpEAIFNQnsPtGj7QP7RiEw/0AGKy48VD6caacBAxyxdclM1N5Q4vV+xXNCBXD63YFP7ej+ufG/8fIe3RTm6MQCIAAABcz+0P9ADcw64XD24OKvFyJTmKC/P090nDM6L3mR1Kyqu14M0tkk8669g+XK8MQSARAJCWeEsPpBc3P9ADcBe7Xjy4OajEy5XkofeZmVAwO2TJuu0EtDMEgUR4BkEBAKZmLq7UfUs3yO8Tb+nTHHVD5nDzAz0Ad7HzxYNbg0q8XIHTSjfWyCcptOiGT0rbgDbtzcZYbAWewETHAEw1fTvq90m/HNkvoyfKjtX48XLDiLoBgN28XCaisUxYHCETztHr0rlMadrmlpSWbbFMam+y2ArSCl33AZgq3Vgjv6RA/e8BSxn9lj7WHEpen1+JugGAnbxeJqIxt/YktFMmnKOXpXuZEhopsOCtLZJ8OuvY/LQ6vxDam835nU4AYKJoQG74xqXrPoBYigbkKqADFdzUMQMzurKP1Pgx+cwLqBsA2MnrZSKA1Ckpr9aM58pVUl4ddZtMKFOKC/P04PnH6sHz0ytI2hDtzebokQhPYF4kAKYoLxqLNYeS1+dX4rsGYCevl4kAUsO0pyFlSnqgvdkccyQCQBKk83wo8J5YcygxvxIAHECZCCCeGc+Va97KqnAvtckjC6LOxU2ZAi9hjkQAcEi6z4cC74k1hxLzKwHAAZSJAOJJtKeht7tuAc0RSAQAmzEhLwAAAJCeTIe60rkA6YrFVgDAZkzICwAAAKSv4sI8TT+lMGZgMBMWW0FmokciANiMCXkBAACAzMZiK0hXLLYCAAAAAABgMzcvtsLikGjKNL5GIBEAkFYyoVGUCecIAACA5Gg4f2OdZTF/IySZx9eYIxGAY0rKqzXjuXKVlFc7nRSkiVCjaN7KKk2Zvzot81Y6nCP3PgAAgHOYvxGtQSARgCPSIRgC98mERpHXz5F7HwCA1uOlHFqDxSHRGgQSATjC68EQuFMmNIq8fo7c+wAAtA4v5SIjuGoutDjk5JEFDGtGwli1OU0wXxa8hlXMkAyZsGK218+Rex8AgNaJ9FLOa+0BuzWc8++hFZsyOjhmGhsoLszL2GuE1mGxlTTARKnwKjevYgYgebj3AQBoOZ7/mpvxXLnmrawKB1cnjyzQ9FMKnU5WypE30Bqm8TV6JKYB3kjBq3gLBmQm7n0AAFrO7aMTnBgtx4iHIGIDSAUCiWmAQhMAAAAAModbX8o5NcTY7cHVVCE2gFQgkJgGKDQBZBLmhAUAAHAnJ3vEpTK46tb2KLEBpAJzJAIAPIN5XwAAANwrE9pqmXCOyEym8TV/CtMEAECrRHrLDQAAAHcI9YibPLIgbQNstEeR6QgkAgA8o2hAbrjRxrwvAAAA7lNcmKfppxSmZRBRoj0KMLQZAOApJeXVzPsCAGjGrXOWAUg/tEeRjkzjawQSAQAAAHgac5YBANA6zJEIAACQQUrKqzXjuXKVlFc7nRQg5ZizDACA1CCQCAAA4HGh3ljzVlZpyvzVBBORcZizDADci5ed6aWN0wkAAABA60TqjcWwTmSS0EqxzFkGAO7ScOqJh1ZsYuqJNECPRAAAAI+jNxaQ/ivFAoAXMfVE+klaILGqqkoXXHCB+vXrpw4dOmjAgAH605/+pL179zba7t1339WoUaPUvn175efn6/bbb09WkgAAANJSqDfW5JEFvOkHgAzBcFF4AS8700/ShjZXVFQoEAhozpw5GjhwoN5//31NmTJFX3/9te644w5JwRVhTjrpJI0dO1azZ8/We++9p1/96lfq2rWrLrroomQlDQAAIO0UF+YRQASADMFwUaRCSXm1SjfWqGhAy6eMYOqJ9OOzLMtK1cFmzpypWbNm6aOPPpIkzZo1S9dff722bdum7OxsSdJ1112nhQsXqqKiwmifpstTAwAAAACQDmY8V655K6vCPb0mjyzQ9FMKnU4W0kjDYHWdZRGszgCm8bWUzpG4a9cudevWLfx7aWmpfvjDH4aDiJI0btw4VVZW6osvvoi4jz179qi2trbRDwAAAAAAmYLhokg25jZENCkLJG7YsEF/+9vfdPHFF4f/tm3bNuXlNY5oh37ftm1bxP3ceuutysnJCf/k5+cnL9EAAAAAALgMc+Mi2QhWI5qEA4nXXXedfD5fzJ+mw5I//fRTnXzyyfrZz36mKVOmtCrB06ZN065du8I/H3/8cav2BwAAACA2FnUA3IeVypFMBKsRTcKLrVx11VWaPHlyzG369+8f/v/PPvtMY8aM0fHHH68HHnig0XY9e/ZUdXXjxkjo9549e0bcd7t27dSuXbtEkw0AAACgBVjUAQAyEwu5IZKEA4ndu3dX9+7djbb99NNPNWbMGA0bNkwPP/yw/P7GHSCLiop0/fXXa9++fWrbtq0kqaSkRIMGDdLBBx+caNIAAADSkh2rJgItFWmeLPIhAACZKWlzJH766acaPXq0+vTpozvuuEM7duzQtm3bGs19eO655yo7O1sXXHCBPvjgAy1YsED33HOPrrzyymQlCwAAwFNCvcHmrazSlPmrGVqKlGOeLAAAEJJwj0RTJSUl2rBhgzZs2KBDDz200WeWZUmScnJy9NJLL2nq1KkaNmyYvvOd7+iGG27QRRddlKxkAQAAeAq9weC00DxZqz6q0XH96RULAIlgVAHSjc8KRfU8qra2Vjk5Odq1a5e6dOnidHIAAABs1XB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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for data_group in tpd_dict:\n", " true = tpd_dict[data_group][\"trues\"]\n", " pred = tpd_dict[data_group][\"preds\"]\n", " date = tpd_dict[data_group][\"dates\"]\n", "\n", " if \"stock\" in args.loss and '+' not in args.loss:\n", " #if \"stock\" in args.loss:\n", " # pred = np.tanh(pred)\n", " true = (true / np.linalg.norm(true))*np.linalg.norm(pred)\n", "\n", " plt.figure(num=data_group, figsize=(16, 4))\n", " plt.title(data_group)\n", " plt.plot(date, true, label=\"GroundTruth\", linestyle=\"\", marker=\".\", markersize=4)\n", " plt.plot(date, pred, label=\"Prediction\", linestyle=\"\", marker=\".\", markersize=4)\n", " plt.plot(date, np.zeros(date.shape), color=\"red\")\n", "\n", "\n", " plt.legend()\n", " plt.show()\n", "\n", " plt.figure(num=data_group, figsize=(16, 4))\n", " plt.title(\"Diff histogram\")\n", " plt.hist(\n", " [np.abs(true), np.abs(true - pred), np.abs(pred)], bins=60, label=[\"Diff 0\", \"Diff Pred\", \"Pred\"]\n", " )\n", " plt.xlabel(\"Diff Value\")\n", " plt.ylabel(\"Count\")\n", " plt.legend()\n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Basic back-test based on buying in predicted direction if prediction is above a threshold" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "50'th percentile: 9.459737777709961\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/workspace/stock_transformer/utils/stock_metrics.py:206: RuntimeWarning: invalid value encountered in divide\n", " mult_min = np.log(-pct_change_mult + 2) / log_pct_change\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "zeros thresh:\n", "train\t{ 'avg_pct_profit_always_buy': np.float64(0.999731256244549),\n", " 'avg_pct_profit_always_short': np.float64(1.000268815998072),\n", " 'avg_pct_profit_tanhv1': np.float64(1.0012228983031206),\n", " 'pct_dir_correct': np.float64(0.5100059737156512),\n", " 'pct_excluded': 0.0,\n", " 'pct_excluded_nshort': 0.7582138590203107,\n", " 'pct_excluded_oshort': 0.24178614097968937,\n", " 'pct_profit_dir': np.float64(3694.347047004567),\n", " 'pct_profit_dir_nshort': np.float64(24.714856388229464),\n", " 'pct_profit_dir_opt': np.float64(1.0980215099950734e+24),\n", " 'pct_profit_dir_oshort': np.float64(149.47879886382876),\n", " 'pct_profit_tanhv1': np.float64(3581.4543788517794),\n", " 'pct_profit_tanhv1_nshort': np.float64(22.113791152872846),\n", " 'pct_profit_tanhv1_oshort': np.float64(161.9556933541224),\n", " 'pct_profit_tanhv2': np.float64(2000.1846677173944),\n", " 'pct_profit_tanhv2_nshort': np.float64(22.113791152872846),\n", " 'pct_profit_tanhv2_oshort': np.float64(90.44964989902006)}\n", "val\t{ 'avg_pct_profit_always_buy': np.float64(1.000734079221152),\n", " 'avg_pct_profit_always_short': np.float64(0.9992664592558661),\n", " 'avg_pct_profit_tanhv1': np.float64(0.9999721167273399),\n", " 'pct_dir_correct': np.float64(0.42338709677419356),\n", " 'pct_excluded': 0.0,\n", " 'pct_excluded_nshort': 0.7620967741935484,\n", " 'pct_excluded_oshort': 0.23790322580645162,\n", " 'pct_profit_dir': np.float64(1.006772575311759),\n", " 'pct_profit_dir_nshort': np.float64(1.0989633231180205),\n", " 'pct_profit_dir_opt': np.float64(11.27449471420597),\n", " 'pct_profit_dir_oshort': np.float64(0.9161111696205706),\n", " 'pct_profit_tanhv1': np.float64(0.9931087065897564),\n", " 'pct_profit_tanhv1_nshort': np.float64(1.077868722717884),\n", " 'pct_profit_tanhv1_oshort': np.float64(0.9213633215792714),\n", " 'pct_profit_tanhv2': np.float64(0.9608045985828578),\n", " 'pct_profit_tanhv2_nshort': np.float64(1.077868722717884),\n", " 'pct_profit_tanhv2_oshort': np.float64(0.8913929668171046)}\n", "test\t{ 'avg_pct_profit_always_buy': np.float64(0.9999785866556492),\n", " 'avg_pct_profit_always_short': np.float64(1.000021413802892),\n", " 'avg_pct_profit_tanhv1': np.float64(1.0003886179882095),\n", " 'pct_dir_correct': np.float64(0.4576612903225806),\n", " 'pct_excluded': 0.0,\n", " 'pct_excluded_nshort': 0.7842741935483871,\n", " 'pct_excluded_oshort': 0.2157258064516129,\n", " 'pct_profit_dir': np.float64(1.2803147905154586),\n", " 'pct_profit_dir_nshort': np.float64(1.1255169290773723),\n", " 'pct_profit_dir_opt': np.float64(36.29951928469951),\n", " 'pct_profit_dir_oshort': np.float64(1.1375349027979347),\n", " 'pct_profit_tanhv1': np.float64(1.212539690728669),\n", " 'pct_profit_tanhv1_nshort': np.float64(1.0793200929776836),\n", " 'pct_profit_tanhv1_oshort': np.float64(1.1234291834440442),\n", " 'pct_profit_tanhv2': np.float64(1.1685861918381235),\n", " 'pct_profit_tanhv2_nshort': np.float64(1.0793200929776836),\n", " 'pct_profit_tanhv2_oshort': np.float64(1.0827058621823373)}\n", "\n", "\n", "\n", "best thresh: 0.26487267\n", "train\t{ 'avg_pct_profit_always_buy': np.float64(0.9997161120929356),\n", " 'avg_pct_profit_always_short': np.float64(1.000283968522294),\n", " 'avg_pct_profit_tanhv1': np.float64(1.0012323864923323),\n", " 'pct_dir_correct': np.float64(0.5103728202044497),\n", " 'pct_excluded': 0.006571087216248507,\n", " 'pct_excluded_nshort': 0.7614994026284349,\n", " 'pct_excluded_oshort': 0.24507168458781362,\n", " 'pct_profit_dir': np.float64(3898.7751417383497),\n", " 'pct_profit_dir_nshort': np.float64(24.285115430556694),\n", " 'pct_profit_dir_opt': np.float64(7.421966076892404e+23),\n", " 'pct_profit_dir_oshort': np.float64(160.5417587117055),\n", " 'pct_profit_tanhv1': np.float64(3614.784943785104),\n", " 'pct_profit_tanhv1_nshort': np.float64(22.05724067896271),\n", " 'pct_profit_tanhv1_oshort': np.float64(163.88201028393976),\n", " 'pct_profit_tanhv2': np.float64(2020.4657794725774),\n", " 'pct_profit_tanhv2_nshort': np.float64(22.05724067896271),\n", " 'pct_profit_tanhv2_oshort': np.float64(91.6010215819795)}\n", "val\t{ 'avg_pct_profit_always_buy': np.float64(1.000734079221152),\n", " 'avg_pct_profit_always_short': np.float64(0.9992664592558661),\n", " 'avg_pct_profit_tanhv1': np.float64(0.9999721167273399),\n", " 'pct_dir_correct': np.float64(0.42338709677419356),\n", " 'pct_excluded': 0.0,\n", " 'pct_excluded_nshort': 0.7620967741935484,\n", " 'pct_excluded_oshort': 0.23790322580645162,\n", " 'pct_profit_dir': np.float64(1.006772575311759),\n", " 'pct_profit_dir_nshort': np.float64(1.0989633231180205),\n", " 'pct_profit_dir_opt': np.float64(11.27449471420597),\n", " 'pct_profit_dir_oshort': np.float64(0.9161111696205706),\n", " 'pct_profit_tanhv1': np.float64(0.9931087065897564),\n", " 'pct_profit_tanhv1_nshort': np.float64(1.077868722717884),\n", " 'pct_profit_tanhv1_oshort': np.float64(0.9213633215792714),\n", " 'pct_profit_tanhv2': np.float64(0.9608045985828578),\n", " 'pct_profit_tanhv2_nshort': np.float64(1.077868722717884),\n", " 'pct_profit_tanhv2_oshort': np.float64(0.8913929668171046)}\n", "test\t{ 'avg_pct_profit_always_buy': np.float64(0.9999719854088525),\n", " 'avg_pct_profit_always_short': np.float64(1.0000280153759868),\n", " 'avg_pct_profit_tanhv1': np.float64(1.00038689305705),\n", " 'pct_dir_correct': np.float64(0.45714285714285713),\n", " 'pct_excluded': 0.012096774193548387,\n", " 'pct_excluded_nshort': 0.7943548387096774,\n", " 'pct_excluded_oshort': 0.21774193548387097,\n", " 'pct_profit_dir': np.float64(1.2476630619137492),\n", " 'pct_profit_dir_nshort': np.float64(1.1093479991090713),\n", " 'pct_profit_dir_opt': np.float64(35.173074725888846),\n", " 'pct_profit_dir_oshort': np.float64(1.1246814010714044),\n", " 'pct_profit_tanhv1': np.float64(1.2086946000232115),\n", " 'pct_profit_tanhv1_nshort': np.float64(1.075926771888081),\n", " 'pct_profit_tanhv1_oshort': np.float64(1.1233985728435254),\n", " 'pct_profit_tanhv2': np.float64(1.1648808389359961),\n", " 'pct_profit_tanhv2_nshort': np.float64(1.075926771888081),\n", " 'pct_profit_tanhv2_oshort': np.float64(1.082676692663586)}\n" ] } ], "source": [ "best_thresh, best_thresh_metrics, zero_thresh_metrics = get_tuned_metrics(args, tpd_dict)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(4,1, sharex=True, figsize=(16, 8))\n", "\n", "for data_group in [ \"val\", \"test\" ]: #tpd_dict:\n", " true = tpd_dict[data_group][\"trues\"]\n", " pred = tpd_dict[data_group][\"preds\"]\n", " date = tpd_dict[data_group][\"dates\"]\n", "\n", " if data_group == \"train\":\n", " true = true[-6*30:]\n", " pred = pred[-6*30:]\n", " date = date[-6*30:]\n", "\n", "\n", " # Filter by best_thresh. Note in log scale\n", " pred_f, true_f = apply_threshold_metric(pred, true, best_thresh)\n", " date_f = date[np.abs(pred) >= best_thresh]\n", " df_f = df.loc[date[np.abs(pred) >= best_thresh]]\n", "\n", " if \"lpp\" in args.loss:\n", " metric = LogPctProfitDirection\n", " metric_name = \"pct_profit_dir\"\n", " elif \"tanh\" in args.loss:\n", " metric = LogPctProfitTanhV1\n", " metric_name = \"pct_profit_tanh\"\n", " elif \"mse\" in args.loss:\n", " metric = LogPctProfitDirection\n", " metric_name = \"pct_profit_dir\"\n", " elif \"mae\" in args.loss:\n", " metric = LogPctProfitDirection\n", " metric_name = \"pct_profit_dir\"\n", "\n", " axs[0].plot(date_f, metric.accumulate(pred_f, true_f, short_filter=None), label=data_group)\n", " axs[0].set_ylabel(metric_name)\n", " axs[0].set_title(metric_name)\n", " axs[0].grid(axis = 'y')\n", "\n", " axs[1].plot(date_f[pred_f > 0], metric.accumulate(pred_f, true_f, short_filter=\"ns\"))#, label=data_group)\n", " axs[1].set_ylabel(f\"{metric_name}_nshort\")\n", " axs[1].set_title(f\"{metric_name}_nshort\")\n", " axs[1].grid(axis = 'y')\n", "\n", " axs[2].plot(date_f[pred_f < 0], metric.accumulate(pred_f, true_f, short_filter=\"os\"))#, label=data_group)\n", " axs[2].set_ylabel(f\"{metric_name}_oshort\")\n", " axs[2].set_title(f\"{metric_name}_oshort\")\n", " axs[2].grid(axis = 'y')\n", "\n", " axs[3].plot(date_f, np.exp(np.cumsum(true_f)), label=\"Market\")\n", " # axs[3].set_ylabel(\"Market\")\n", " axs[3].set_title(\"Market\")\n", " axs[3].grid(axis = 'y')\n", "\n", "fig.legend()\n", "fig.suptitle(\"Cumulative metrics overtime\")\n", "\n", "fig.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Attention Visualization" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "iflTTl0quCoK", "outputId": "3708fc91-517e-4c83-e133-059381bde271" }, "outputs": [], "source": [ "# args.output_attention = True\n", "\n", "# exp = Exp(args)\n", "\n", "# model = exp.model\n", "\n", "# path = os.path.join(args.checkpoints, setting, \"checkpoint.pth\")\n", "\n", "# print(model.load_state_dict(torch.load(path)))\n", "\n", "# df = pd.read_csv(os.path.join(args.root_path, args.data_path))\n", "# df[args.cols].head()\n", "\n", "\n", "\n", "\n", "\n", "\n", "# from data_provider.data_loader import Dataset_Custom\n", "# from torch.utils.data import DataLoader\n", "\n", "# Data = Dataset_Custom\n", "# timeenc = 0 if args.t_embed != \"timeF\" else 1\n", "# data_group = \"test\"\n", "# shuffle_data_group = False\n", "# drop_last = True\n", "# batch_size = 1\n", "# data_set = Data(args, data_group=data_group)\n", "\n", "# data_loader = DataLoader(\n", "# data_set,\n", "# batch_size=batch_size,\n", "# shuffle=shuffle_data_group,\n", "# num_workers=args.num_workers,\n", "# drop_last=drop_last,\n", "# )\n", "\n", "\n", "# idx = 0\n", "# for i, (batch_x, batch_y, batch_x_mark, batch_y_mark, ds_index) in enumerate(\n", "# data_loader\n", "# ):\n", "# if i != idx:\n", "# continue\n", "# batch_x = batch_x.float().to(exp.device)\n", "# batch_y = batch_y.float()\n", "\n", "# batch_x_mark = batch_x_mark.float().to(exp.device)\n", "# batch_y_mark = batch_y_mark.float().to(exp.device)\n", "\n", "# dec_inp = torch.zeros_like(batch_y[:, -args.pred_len :, :]).float()\n", "# dec_inp = (\n", "# torch.cat([batch_y[:, : args.label_len, :], dec_inp], dim=1)\n", "# .float()\n", "# .to(exp.device)\n", "# )\n", "\n", "# outputs, attn = model(batch_x, batch_x_mark, dec_inp, batch_y_mark)\n", "\n", "\n", "# print(attn[0].shape, attn[1].shape) # , attn[2].shape\n", "\n", "\n", "# layers = [0, 1]\n", "# distil = \"Distil\" if args.distil else \"NoDistil\"\n", "# for layer in layers:\n", "# print(\"\\n\\n==========================\")\n", "# print(\"Showing attention layer\", layer)\n", "# print(\"==========================\\n\\n\")\n", "# for h in range(0, args.n_heads):\n", "# plt.figure(figsize=[10, 8])\n", "# plt.title(f\"Informer, {distil}, attn:{args.attn} layer:{layer} head:{h}\")\n", "# A = attn[layer][0, h].detach().cpu().numpy()\n", "# ax = sns.heatmap(A, vmin=0, vmax=A.max() + 0.01)\n", "# plt.show()\n", "\n", "\n", "\n", "\n", "\n", "\n", "# import pytorch_lightning as pl\n", "# from exp.exp_timeseries import ExpTimeseries\n", "# from data_provider.data_module import CustomDataModule\n", "\n", "# trainer = pl.Trainer(accelerator=\"gpu\",devices=1)#, log_dir=os.path.abspath(log_dir))\n", "\n", "# exp = ExpTimeseries.load_from_checkpoint(\n", "# os.path.join(log_dir, \"checkpoints/checkpoint.ckpt\"), config=args\n", "# )\n", "# data_module = CustomDataModule(args, 0)\n", "\n", "# # Test Model\n", "# # t = trainer.test(exp, data_module)\n", "\n", "# # # Predict and Save Results\n", "# results = trainer.predict(exp, data_module)\n", "# results" ] } ], "metadata": { "accelerator": "GPU", "colab": { "collapsed_sections": [], "provenance": [], "toc_visible": true }, "kernelspec": { "display_name": "Python3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.11" }, "vscode": { "interpreter": { "hash": "51980e48e269f7c05efac26b22569386591d7f1d45336266d53ed7fc3ab7efc6" } } }, "nbformat": 4, "nbformat_minor": 4 }