{ "cells": [ { "cell_type": "markdown", "id": "ff4c90d7", "metadata": {}, "source": [ "# Preprocessing\n", "\n", "Companion notebook for the RDDAC [documentation](https://rddac.readthedocs.io). It is written to stand on its own: every step is annotated so the notebook reads top to bottom.\n", "\n", "## Walkthrough\n", "\n", "1. run the reference preprocessing on the small bundle with the `rddac preprocess` CLI,\n", "2. inspect the self-describing processed files (shapes, parameters, cleaning statistics),\n", "3. draw the processing figures per modality with the package's own plot functions, the same figures as in the documentation,\n", "4. adjust parameters reproducibly via `--dump-config` / `--config`,\n", "5. preview the pointcloud stage (validity mask now, the full raw-vs-processed comparison once the simulations are present),\n", "6. stream the processed layer with `rddac.streaming.iter_view`: same views, same manifest, `data_dir=` switched.\n", "\n", "## Assumptions\n", "\n", "- This notebook lives in `notebooks/` of the repository and reads the dataset from `../data/` (on your machine: the directory `rddac download` wrote to).\n", "- The data directory contains `metadata.json`, `process_parameters.csv`, and at least the bundled `sample.zip`.\n", "- `pip install 'rddac[preprocessing]'` was run (scipy + scikit-learn; only the pointcloud stage needs them).\n", "- Processed files are written to `../data/processed/`; the raw files are never modified.\n" ] }, { "cell_type": "code", "execution_count": 1, "id": "98ee5a79", "metadata": { "execution": { "iopub.execute_input": "2026-08-28T20:48:05.555693Z", "iopub.status.busy": "2026-08-28T20:48:05.555473Z", "iopub.status.idle": "2026-08-28T20:48:07.942480Z", "shell.execute_reply": "2026-08-28T20:48:07.941809Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "rddac 1.1.0\n" ] } ], "source": [ "import warnings\n", "warnings.filterwarnings('ignore')\n", "\n", "import h5py\n", "import matplotlib.pyplot as plt\n", "\n", "import rddac\n", "from rddac._preprocess import visualize\n", "from rddac._preprocess.h5_access import open_raw\n", "print('rddac', rddac.__version__)\n", "\n", "from pathlib import Path\n", "DATA_DIR = Path('../data')\n", "# DATA_DIR = Path('./data') # uncomment instead when running from the repository root\n", "assert (DATA_DIR / 'metadata.json').is_file(), f'{DATA_DIR} does not contain the dataset'\n", "PROCESSED_DIR = DATA_DIR / 'processed'" ] }, { "cell_type": "markdown", "id": "dda3b75a", "metadata": {}, "source": [ "## 1. Run the reference preprocessing\n", "\n", "The CLI is the supported entry point. It reads each raw experiment (zips or loose `.h5`), runs the selected modalities, and writes a NEW `.h5` into `PROCESSED_DIR`; raw files are opened read-only and never modified. Re-runs append: groups that already exist are skipped unless `--overwrite` is passed.\n", "\n", "Only the experiments present locally are processed, so the small bundle (18 experiments, one per category) finishes in a few seconds. `-q` suppresses the progress bar and implies `--yes`." ] }, { "cell_type": "code", "execution_count": 2, "id": "242f0758", "metadata": { "execution": { "iopub.execute_input": "2026-08-28T20:48:07.944398Z", "iopub.status.busy": "2026-08-28T20:48:07.944116Z", "iopub.status.idle": "2026-08-28T20:48:14.928979Z", "shell.execute_reply": "2026-08-28T20:48:14.928265Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "18 processed files: [0, 500, 1002, 1500, 2000, 2500] ...\n" ] } ], "source": [ "!rddac preprocess oil force sheet --data-dir {DATA_DIR} -q\n", "processed_ids = sorted(int(p.stem) for p in PROCESSED_DIR.glob('*.h5'))\n", "print(f'{len(processed_ids)} processed files: {processed_ids[:6]} ...')" ] }, { "cell_type": "markdown", "id": "9d995cc8", "metadata": {}, "source": [ "## 2. Inspect the self-describing output\n", "\n", "Each processed group carries three kinds of attributes: the column layout and units (`columns`, `units`), the **parameter values actually used** (e.g. `hampel_k`), and the **per-file cleaning statistics** (e.g. `n_hampel_outliers`). A processed file therefore documents itself even when it is separated from the code that made it." ] }, { "cell_type": "code", "execution_count": 3, "id": "c37b4823", "metadata": { "execution": { "iopub.execute_input": "2026-08-28T20:48:14.930684Z", "iopub.status.busy": "2026-08-28T20:48:14.930514Z", "iopub.status.idle": "2026-08-28T20:48:14.937006Z", "shell.execute_reply": "2026-08-28T20:48:14.936503Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "force (600, 8) | oil (200, 2) | sheet (200, 2)\n", "{'hampel_window': np.int64(5), 'hampel_k': np.float64(3.0), 'n_nan_removed': np.int64(0), 'n_hampel_outliers': np.int64(2)}\n" ] } ], "source": [ "experiment_id = processed_ids[0]\n", "with h5py.File(PROCESSED_DIR / f'{experiment_id:04d}.h5') as f:\n", " print('force', f['force/data'].shape, '| oil', f['oil_thickness/data'].shape, '| sheet', f['sheet_thickness/data'].shape)\n", " print({k: f['oil_thickness'].attrs[k] for k in ('hampel_window', 'hampel_k', 'n_nan_removed', 'n_hampel_outliers')})" ] }, { "cell_type": "markdown", "id": "568d9b57", "metadata": {}, "source": [ "## 3. Processing figures per modality\n", "\n", "The figures on the [preprocessing pages](https://rddac.readthedocs.io/en/latest/preprocessing/) of the documentation are drawn by `rddac._preprocess.visualize`. Each `plot_*_processing` function takes the **raw** arrays and derives the processed view by calling the modality's own `process` function, so what you see is by construction what `rddac preprocess` does: the same functions, on the same bundle, produce the documentation images.\n", "\n", "The raw arrays of every experiment are read once; the plotting cells below are then independent of each other." ] }, { "cell_type": "code", "execution_count": 4, "id": "212d40f6", "metadata": { "execution": { "iopub.execute_input": "2026-08-28T20:48:14.938480Z", "iopub.status.busy": "2026-08-28T20:48:14.938342Z", "iopub.status.idle": "2026-08-28T20:48:17.636928Z", "shell.execute_reply": "2026-08-28T20:48:17.636265Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "raw arrays of 18 experiments loaded\n" ] } ], "source": [ "raw_oil, raw_force, raw_sheet = {}, [], []\n", "for exp_id in processed_ids:\n", " with open_raw(exp_id, DATA_DIR) as raw:\n", " raw_oil[exp_id] = raw['oil_thickness/data'][:]\n", " raw_force.append(raw['force/data'][:])\n", " raw_sheet.append(raw['sheet_thickness/data'][:])\n", "print(f'raw arrays of {len(processed_ids)} experiments loaded')" ] }, { "cell_type": "markdown", "id": "cb062497", "metadata": {}, "source": [ "**Oil film**: one experiment. (a) the raw readings with the 200 mm truncation line, (b) after truncation and dropout removal, with the Hampel-flagged outliers as red crosses, (c) the fixed 0–199 mm grid written to the processed file." ] }, { "cell_type": "code", "execution_count": 5, "id": "10fe9f33", "metadata": { "execution": { "iopub.execute_input": "2026-08-28T20:48:17.639153Z", "iopub.status.busy": "2026-08-28T20:48:17.639028Z", "iopub.status.idle": "2026-08-28T20:48:17.861460Z", "shell.execute_reply": "2026-08-28T20:48:17.860986Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "visualize.plot_oil_processing(raw_oil[experiment_id])\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "5d5832d3", "metadata": {}, "source": [ "**Press force**: all experiments of the bundle overlaid. (a) the raw total force with the forming window (grey = discarded), (b) the processed curves: windowed, time re-zeroed, rest offset removed." ] }, { "cell_type": "code", "execution_count": 6, "id": "2bccbc9d", "metadata": { "execution": { "iopub.execute_input": "2026-08-28T20:48:17.863435Z", "iopub.status.busy": "2026-08-28T20:48:17.863318Z", "iopub.status.idle": "2026-08-28T20:48:18.050621Z", "shell.execute_reply": "2026-08-28T20:48:18.050108Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "visualize.plot_force_processing(raw_force)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "52df7928", "metadata": {}, "source": [ "**Sheet thickness**: all experiments overlaid. (a) the raw traverses with the tail-selection cutoff (grey = the unstable head that is discarded), (b) the processed profiles, positions normalised to start at 0. Negative sensor-error codes are hidden here; in the processed file they are `NaN`." ] }, { "cell_type": "code", "execution_count": 7, "id": "12f59de5", "metadata": { "execution": { "iopub.execute_input": "2026-08-28T20:48:18.052005Z", "iopub.status.busy": "2026-08-28T20:48:18.051896Z", "iopub.status.idle": "2026-08-28T20:48:18.218801Z", "shell.execute_reply": "2026-08-28T20:48:18.218273Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "visualize.plot_sheet_processing(raw_sheet)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "9d17f8bd", "metadata": {}, "source": [ "## 4. Adjust parameters reproducibly\n", "\n", "`--dump-config` prints the complete defaults as an editable TOML; `--config my.toml` applies your variant, and the values used are stamped into the processed files. Publishing the TOML next to your code makes a variant exactly reproducible: raw dataset DOI + `rddac` version + TOML." ] }, { "cell_type": "code", "execution_count": 8, "id": "a6015403", "metadata": { "execution": { "iopub.execute_input": "2026-08-28T20:48:18.221173Z", "iopub.status.busy": "2026-08-28T20:48:18.221058Z", "iopub.status.idle": "2026-08-28T20:48:20.985574Z", "shell.execute_reply": "2026-08-28T20:48:20.984550Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "# rddac preprocess configuration: these are the defaults (the\r\n", "# reference recipe). Edit values and pass the file via\r\n", "# rddac preprocess --config my.toml\r\n", "# Publish it next to your code to make the variant reproducible.\r\n", "\r\n", "[oil]\r\n", "max_sensor_position = 200\r\n", "output_length = 200\r\n", "hampel_window = 5\r\n", "hampel_k = 3.0\r\n", "value_quantization = 0.01\r\n", "\r\n" ] } ], "source": [ "!rddac preprocess --dump-config | head -12" ] }, { "cell_type": "markdown", "id": "6365cfa6", "metadata": {}, "source": [ "## 5. The pointcloud stage\n", "\n", "With the full release and the DDACS simulations present (`rddac download`, without `--no-sim`), `rddac preprocess pointcloud` cleans and aligns the scans; on first use it retrains the random-forest fin classifier from the labels bundled with the package (one-time, ~30–90 min). Without the simulations the stage is skipped with a notice (or fails with an actionable error when named explicitly); nothing is written.\n", "\n", "Its first step, the **validity mask** from the luminescence grid, needs only raw data, so it can be previewed on the small bundle: (a) the raw grid, (b) the connected foreground patches, (c) the mask after the patch-size filter, (d) the packed `uint8` image written to the processed file." ] }, { "cell_type": "code", "execution_count": 9, "id": "8eee14c0", "metadata": { "execution": { "iopub.execute_input": "2026-08-28T20:48:20.987948Z", "iopub.status.busy": "2026-08-28T20:48:20.987712Z", "iopub.status.idle": "2026-08-28T20:48:25.035847Z", "shell.execute_reply": "2026-08-28T20:48:25.035156Z" } }, "outputs": [ { "data": { "image/png": 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FCxemlfHll1/y4YcfMmXKFGbPnk08HmfUqFG8++67fPDBB7z33nvMmTOH3NxcxowZkxbP2bZtRo4cyRNPPME//vEPVq5cyUsvvcTUqVMZMmQIZWVlhMNhTjjhBN55551a99HUqVOZP38+p556qp/WkLZblsXIkSN5//33efHFF1m8eDGnnXYaZ5xxRp3XQtkrn3/+eYPPr6b5Uf12tj7ktddeY+zYsQwbNoy5c+cyZcoUPvroIz766KOsZYVCIXbZZZf1ugfU+3aXLl3Yeeed0/qAxYsXc84553DZZZelCZGlpaUMGjSIt99+mwceeIAVK1b4i5jWNbg1e/ZsBg0axJo1a5g+fToDBgwAXOeHk08+mSOPPJI//viDOXPm0K9fP/bee++0tWhOOOEEHn74Ye69916WLl3KDTfcwIQJEzaqHbNgwQJuu+02Hn/8cZYsWcIxxxzDhAkT+PTTTwHIyclBSkn79u058cQT/fMYFJtvvfVWpk6dyiOPPEJ5eTkrV67ksssuY8WKFVx33XUb7Vg0TYjUaDYg//d//ycB+eOPPzZ4n0MOOUQOGzasVvp1110nAblgwYJ693/rrbckIJ988kkppZTJZFLOmDFD9uvXTxYVFclff/11rW1YvXq1BORjjz0mpZTStm3ZqlUreeaZZ0oppbQsSxYXF8vLL79cAvKbb76RUkr5/PPPS0B+//33DT5ejUaz4XjsscfSntEgjz76qATkeeedl5a+cOFCGQ6H5bnnnltrn1tvvVUCcvbs2fXWW1BQIHfeeecGt/OYY46Rubm5sqSkJC390ksvlYD86aef0tp8ySWXpOX75z//KQH53Xff1Tq+huQ966yzZG5urly4cGFa3k8//VQC8r333pNSSnnaaafJaDQq586dW+exPPPMM2ltDtLQeo4++mhZVFQk16xZk5bvqKOOkoB8/fXX66w/eOyNubaZjB07Vg4ePLhBx9WQ87IhrkeHDh3kWWedtdZjyaS+5+KAAw6QhmHI/Px8+cwzz8iysjL53XffyT59+sjWrVvXapOUDX8uNE3L/PnzJSBvvvnmWtteeOEFCcinn356reXMmDFDAvL+++9fa97rr79eRqNRGY1G5bBhw+R5550n33zzTVlTU5OWT9lRd9xxR51lXXPNNRKQF198sZ/26quvSkA+//zzaXnLy8tlq1at5MSJE+ttX+/eveUBBxyQlrZ06VIJyMmTJ9fbvmz5GtuuefPmSUDuuOOO0nGcetsqZf3XMNuxbb/99mvNp1BtefDBB+Uff/whd9hhB7n99tvLOXPm+HkSiYTs1KmT3HvvvWvtP2HCBNmqVSsZj8ellG7fAMj//Oc/afmUrf/555/7aaNHj25UW7Px5JNPyjvvvFP+9ttvsqKiQn7++edyt912k9FoVH7xxRdr3V+197PPPktL/+CDDyQgH3300bT0mpoa2bFjRzl+/HgppZQrVqzIei0//PBDCcj+/ftL27b99KlTp0pAvvPOO37aSy+9lPU5nDZtmgTkDTfcIKWU8tdff5WAvO2229LyHXXUUbJ169YyFos1qu0vvvhi1t9K1S+ceOKJtc5XXW3QbNqceeaZUgghLcuqtW3bbbeVu+66a1qabdty++23l4BctGhRrX3Gjh0rCwsL11rvLbfcIgH57bffSimlrK6ulu+//75s166d7Nixo1y1alWd+5500kmyT58+/vfzzz9fmqYp//e//9W5j3rHnjVrlpw6daps0aKFHDlypCwvL/fz/Pbbb9IwDHnppZfW2n/AgAFy3333lVJK+d1332X9fVK/hUOGDKn32CsqKtKe3yCDBg2q1Z9269ZNHnvssWlpxcXFskWLFrKsrMxPsyxLduzYUR599NFpedu3b5/1mVXcfffdMhwOS0ACsqioSL766qv1HoNm00V70Go2KCpAeGFhYa1taorOrrvuSkFBge+2//bbb2edYlBUVJRW5to4+eSTEUIQDofZbbfdWLp0Kf/5z3/Yfvvt0/ItWbKEM844g27duhGJRBBC0LJlSwC/HYZhMHz4cD8mzzfffENZWRlnnXUWPXr08NOnTJlCu3bt6NevX4PaqNFoNiz19UGKUaNGpX3v0qULu+66a5rHvKKx/VBDUd407du3T0tXHppTp05NSz/44IPTvivvs2xTgBuS96233mLQoEF06dIlLe+ee+5JNBrls88+A+Ddd99l9913p0ePHg0+tiANrWfq1KnsvffetaZnZZsCWh8NubZSSu6//3522223tN+iV155pcHT3RpzXpryeuy0004899xzTJ48ud7p35ms7bfZcRzOOeccjjvuOIqKiujfvz9PP/00paWlWRed2FDPhaZ+6ruO7777LqZp8re//W2t5TTm+l1zzTUsWbKEf/7znwwaNIhZs2ZxxBFHsMMOO/DNN980uO1PP/00kyZNYuzYsdx2221++ltvvUU4HGb06NFp+QsLCxk4cKB/729sGtuuQw89tEHT+hvyG7W+TJs2jUGDBtGhQwemTZvGNtts42+bOXMmS5YsYdy4cbX222+//Vi1ahU//fSTn9ayZUvfk1qh+uVsv5nrw0knncTEiRPZdtttKSgoYM899+S9994jPz+fiRMnNqiM4uJi9tprr7S0t956CyEEY8aMSUvPyclhyJAhta7lAQcckHYt1RTuIUOGYBipV2m1iFuwL1a/3YcffnhamYMHD6Zz587+9u23354hQ4bwxBNP+HlWr17NG2+8wXHHHUc0Gm1U26dOnYphGBxyyCFp+UaPHl3nfan78c2TNWvWkJeXlxYyC9wQA7///nstO8gwDA499NA6yysqKqKioiItvFZ9DBgwACEEhYWFnHzyyYwYMYIvv/zSf5d+7LHHGDRoEIWFhb599dRTT6XZV++++y677LJLgxZCfPLJJznwwAM59thjeeutt9L6znfffRfHcbL2Z/vuuy//+c9/kFL6z13mudl1113ZaqutGnTcTcGee+7pP3fghizo1atXo+y5Cy64gEsvvZT777+fVatWUVJSwsSJExk3bhyPPPLIhmi2ZgOjBVrNBqVFixaAGycvk2uuuYaLL76YM844g99//x3LspBSctRRR6VND1KoMlSHvzaefPJJpJRUV1f7Hfa5556bFiIhkUgwbNgwvvjiC5599llKS0txHIdEIoEQIq0d+++/P3PnzuWPP/5gypQpbL/99nTp0oX999+fKVOmAK5Aq2KsaTSa5qe+PkiRKYqqtGyx2hraD3Xr1q3WNMn6KC0tpUOHDrXSVVpmW1SsREV9L1YNyatCK4RCIUKhEKZpYhgGpmkSj8cpLS0F3Kn367PgY0PrKS0trfO6NIaGXNubbrqJc889l5NOOonffvvN/y066aSTsv4WZaMx56Upr8c///lPxowZw6RJk9hmm23o2rUr55xzzlpj0Nb3XLRp0waAvffeOy19l112oaioKC3Om6Kxv8+apqG+67h8+XLatGlTZwzsII29fq1ateJvf/sbt956K5999hnffvstq1at4sgjj2zQVPZPPvmE0047jd13351nnnkmzWYqKSkhmUxSWFiYdu8LIXj//ff9e39j09h2NbQ/aMhv1Pry7rvvsnLlSk4//fRa11j1Feeee65/XOrYlPAaPLb6+uX64ps2FW3atGHIkCF88803Deqfs12HkpISpJS0bds27VoahsErr7xS61pm9tlKEKorPdiXl5aWUlBQQEFBQa12dOjQIe2cnXbaacyePZsvv/wScONoxmKxtPAGDW17aWkprVq1qrVoVE5OTpogFET345snLVq0oLq6Gtu209LVvdBYW6q8vJyioqK0wYf6+Pbbb5FSYlkWS5Ys4ZlnnvEHq++55x7OOOMMxo0bxy+//EIymURKyYQJE9Ke38bYUP/617+IRqOMHz++liit+rNBgwbVej5uvfVWEokEFRUV63xuGkJDfgMVmX0IuDZhQwdJfvvtN+655x7Gjx/v9+/t27fnmmuuYcSIEVx44YXE4/EGt0ezaaAFWs0GpVu3bgBZXxaffvppDj30UMaPH0/Hjh39TnbevHlZy1q6dCnRaLTRHadaVfLRRx/ls88+S/PU+Prrr/n999+58cYb2XPPPf3RvQULFtTqYFVcWRWHasSIEQCMGDGCr776iu+++45Fixbp+LMazSZEfX2QYtmyZVnTWrduXSt96dKlhEIhOnXqVG+9Bx54IKtWrWqwR1mrVq3qbAekRDNFYwaBGpK3TZs2HHzwwViWhWVZ2LaN4zh+vCs1Ct+2bVv+/PPPBte9rvW0bt263vPRUBpybZ9++mkOOOAAJkyYQKdOndb6W5SNxpyXprwe7du354knnmDlypX88MMPnH322Tz99NP+Qjh1Ud9zsdNOOzW6/Q19LjRNS4cOHYhEIlmvY9u2bVm5cmWD4var2Kvqvmgsu+yyC6NGjWLBggUsWrSo3ry//PILRxxxBF27duXNN98kJycnbXubNm3Iz88nHo9nvfcb41nUlDS2XeFwuEHl1ncNm4rrrruOk046ieOPPz7NQxNSvy1PPPGEf1yZx6bsXai7TwWy/mY2N9muQ5s2bQiHw1RWVqZdS3XMavEuRV19dkP68latWlFZWZk1ruWyZcvSftuPPPJIioqK/Gv0xBNPMGDAAPr27dvotrdu3ZpVq1ZhWVZanfF4vM7BgPXtBzTNQ7du3ZBS1no21fPYWFtq6dKlTXYPPP300wwdOpSLLrqIrbbayh8wyLSvGmNDvfjii/Tu3Zu999671sJf6nn6+eefsz4fUkqKiorW+dwo8vLyCIfDVFRU1NrWGBt5fR26VLzfYB+h6NOnD1VVVWv9TdZsemiBVrNB2WOPPRBCZF3VFPCn7Ch+/fXXrN454IYVGDRoUIO8QbJx+OGHs9dee3H77bfXMr4y2/H000/X2r9Hjx5ss802vPrqq3z99de+EDt8+HAcx+HKK68E3ClhGo1m02Dw4MGEQqE6+yBwpwwGWbx4MTNnzmTfffetlfebb76hf//+da6aqjj//PMpLi7mkksuqdPL58Ybb/Q9Hvbdd1++/PJLVqxYkZbn1VdfBahzdd6m4tBDD+Xzzz9fq0hwyCGHMG3aNObPn19nHnVuso3aN7Qetap85ovkm2++We9+mTT02mb+BsybN8/3YlLUd1wNOS+NoaHnSWGaJv369ePSSy/l9NNP54cffqjXI6++52LMmDEYhlFrkZDvv/+e8vJydt9991r7NPS50DQt0WiUAQMGZL2OhxxyCLZt8+KLL661nG+++QbDMBgyZEi9+R5//PE6F2j6888/MQyj3qn6y5Yt46CDDsIwDN59992sC2cdeuihVFVV8c4776y13U3N2vquDdGu+q5hU2GaJk888QTnnHMOp512Gnfffbe/bcCAAbRv356XXnqpQWWtXr26Vt+o+uVgv6rE7KamtLSUL7/8kgEDBjRYBM/k0EMPJZlM8tprrzVx62qjzknmQkfffPMNixcvTjtneXl5HHXUUbz00kv85z//YdasWWnes41pu3o3ybxf33zzzTo9/NSA8p577tmgY9NsGqiQI5l9SJcuXejZs2ctO8hxHN5+++2sZVmWxaxZs5r0Hsi0r5YuXVprkbJDDjmEWbNm8csvv6y1vFatWvHRRx/Rv39/9ttvP38WK7ghpAzDWOvvnrKpM8/NzJkzWbx48VrbYBgG3bt357///W9a+qxZs7IuMLy+1NWfKiE9sx3gLmgbiUSyeulqNm20QKvZoLRq1YohQ4ZkjUs1atQo3njjDd5++22qqqr46quvOOmkk7IKEStXruSnn36qFSumsdx0001UVlZy0003AW6smU6dOnHDDTcwZ84cVq1axUMPPcTs2bNrTZsA14t26tSpCCEYNmwY4E4F2m233fjggw/YYYcdNmrsGo1GUz8FBQUMGzas3th4S5Ys4dFHH2XNmjX8/PPPHHnkkRQWFnLJJZek5SsrK2PmzJkN6oe22morXn31Vb7//nv22WcfpkyZQkVFBdXV1XzxxRcccsghXH311f6L0rXXXotpmowZM4aff/6ZNWvW8Pjjj3P33XdzyimnZB0db0omTZpE69atGTlyJFOnTqWsrIwVK1bw6aefcuyxx/px7a6//nratWvHwQcfzMcff0xFRQVz5szhuuuu818Ye/fujRCCd999t5ZB2dB6rr76apLJJH/729/4/fffWbVqFXfeeWejX/gbcm1HjRrFO++8w+uvv05VVRXTp0/nmGOOqSXi1ndcDTkvjaEh58m2bYYOHcrLL7/MokWLiMfjzJo1i3feeYf+/fvXOY0V6n8uevbsycSJE7n33nv517/+RUVFBbNmzeLEE0+kY8eOtWI/Nua50DQ9hx56KDNnzqSsrCwtfezYsRx00EGcc845PPnkkyxfvpySkhKefvpprr766rS8H3/8MXvttVetmM+ZLFq0iEGDBnH55Zfz22+/EY/HmTt3LhdffLEftqC+6dFjxoxhyZIlvPHGG2y33XZZ84wdO5bRo0dz6qmn8tRTT1FSUkJlZSWzZs3iiiuuSJsF1dQUFhbStWtXPvnkk1pTTDdku+q6hk2JEILJkydz/fXXM3HiRP8eiEQiPPzww3z44Yeceuqp/PLLL9TU1DBv3jyee+65Wk4HvXr14tZbb+Wrr76ioqKCN998k6uuuopDDjkkTdTp06ePPyCWGcvyo48+QgjBjTfeWG+b999/f1577TUWLVpEVVUVX375JQcffDBVVVXceeed63wuDjroII4++mjOPvtsHnnkEZYsWUJVVRU//PAD1157bZOufH7EEUewxx57cMEFF/DOO+9QUVHBV199xXHHHcfWW2/NhAkT0vKfeuqpVFZWcuyxx5KXl8fRRx+9Tm0fM2YMAwYMYMKECf5v0pQpU3jxxRdp165d1rZ+/PHH7LbbblrQ2cwYNGgQbdu2zfp7fssttzBjxgwuuOACli5dyuLFiznzzDNrrcei+Prrr6murm6y3/NRo0bxySef8Pzzz1NVVcXMmTMZO3ZsrX7lyiuvpHv37owaNYoPPviA8vJy5s6dy80338xzzz1Xq9yCggLeeecdRowYwSGHHOLbWb169eLKK6/kxhtv5JZbbmHBggXU1NTwv//9j8mTJzN+/HjAff8fO3YskyZN4uWXX6a8vJxvvvmGK6+8kp133rlBx3b66afzwQcf8Nxzz/nP9aRJkzbIOjR9+vTh22+/reWd269fPw488EAefvhhHn/8cdasWcOyZcuYNGkSH3zwAeecc44eON8c2QgLkWn+4jz77LPSMAy5ePHitPTKyko5YcIE2bFjR5mXlyf33ntvOXPmTHniiSfK9u3bp+W97777ZDQalStXrlxrfW+99ZYE5JNPPpl1+4EHHigjkYicP3++lFLK77//Xu6zzz6yoKBAtm3bVp511lmyqqpKmqZZa7VgtYrvnnvumZZ+1VVXSUCec845a22fRqPZuLzyyitSCCH/+OOPtPRHH31UAvKXX36REydOlG3atJG5ublyxIgR8ueff65VzqOPPirD4bBcunRpg+tetGiRvPDCC+WOO+4o8/LyZEFBgezdu7c87bTT5DfffJOW9+eff5aHH364bNmypQyHw7JXr17y9ttvT1slWrX5999/T9v3999/r7Wyc2PySinlypUr5YUXXih79uwpI5GIbN++vdx3333l888/L5PJpJ9v6dKlcvz48XKrrbaSkUhEbr/99vKGG26Q1dXVfp7bb79ddunSRRqGIQH58ssvN7qe6dOny7322ktGo1HZsWNHed1118mvvvoq68rUmTTm2lZXV8vzzz9fdurUSebm5sqhQ4fK6dOny/Hjx8vi4uK0vPUd19rOy4a4Hl9++aU86qijZNeuXWVOTo7ceuut5XnnnSeXLVtW7/mRsu7nQkopHceR9957r+zVq5eMRCKyTZs28phjjpELFizIeq4b+1xomo7ly5fLSCQiH3nkkVrbEomEvOWWW+QOO+wgo9Go7Ny5szz55JPTVu6eO3euFELIF154Ya11VVZWyn/+85/yoIMOkl27dpWhUEi2aNFCDhkyRD744INpfdXq1atrrZJdXFzsrzKd+bnyyiv9fJZlyX/84x9y1113lXl5ebKoqEjutttu8rbbbpOrV6+ut429e/eWBxxwQFra0qVLJSAnT55cb/uklHLKlCmyb9++MhKJSECOHz++Ue2aN2+eBOSDDz641vOpqO8annfeeXWes7PPPrvecutqy3333SeFEPLss8+WjuNIKaX89ttv5RFHHCHbtm0rI5GI3GabbeQJJ5wgZ86c6e93wAEHyJ122knOmzdPjhgxQubl5cm2bdvKc845R1ZVVaXVUV5eLseMGZN2zRWvv/66BOTjjz9eb/u//fZbeeyxx8pu3brJcDgsO3bsKP/2t7/J77//vt79MtubDcdx5MMPPywHDhwo8/PzZWFhodxll13kjTfeKEtLS6WUUq5YsSLrPaLunVtuuSUtva6V3SsqKuTEiRP9Z6ZDhw7y1FNPrbPP7NevnwTkCSecsM5tl1LK0tJSedJJJ8kWLVrIgoICefjhh8vly5dnXRG+pKREmqYpH3vssax1ajZtLrvsMtmuXbs0G0rx0ksvyT59+shIJCK33XZb+eyzz8r77rtPAmm/BVJKOX78eLn11lv7/UJ93HLLLRKQ3377bZ154vG4vPTSS+VWW20lc3Nz5eDBg+V//vMfOXHiRGmaZlreFStWyHPOOUd27drVb+vVV18tKysrpZRSPv/88xKQs2bN8vexLEuefPLJ0jRN+cQTT/jpr776qhw2bJgsLi6WeXl5snfv3vLiiy+WCxcu9PPEYjF54YUXyvbt28vc3Fw5fPhwOXv2bDlkyBA5ZMiQtR5/IpGQF1xwgWzTpo3My8uTBx98sFy8eLEcNGiQ3HvvvdPyduvWTR577LFpacXFxWm/L4rRo0fL7bffPi3t119/lUOHDpV5eXkSkIMGDfK3VVdXy9tvv13269dPFhYWylatWsmBAwfKp556Ku03WbP5IKRsRCRjjWYdSCaT7LjjjowbN46bb7650fs7jkPfvn3Zb7/9uPfeezdACzUazZaMbdv069ePAw44IG1qZ2OQUrLrrrsyYMAAHn744SZuoaapeeyxxzj99NP5/fff6dmzZ3M3Z5NEPxdbDhMmTOCLL75g1qxZjY5pd/HFF/PWW2/x008/rfOUcc36sz7XcGNx4IEHUlJSwvfff79e5VxwwQW88cYbzJ49e53Dlmmaluuvv54nnniC2bNn14oLrdn0KSkpYdttt+Xhhx/mmGOOWacyVq1aRY8ePbjzzjs5/fTTm7iFGo2moegQB5oNTjgc5o477uAf//hHrfiKDeGFF15g6dKlXHvttRugdRqNZkvHNE3uuusuHnzwwXWODfX6668zZ84cbrjhhiZunUbTPOjnYsvhuuuuY/78+bz88suN2q+kpIT777+fO++8U4uzzcy6XsPNkalTp3LddddpcXYTYfXq1UyePJnbbrtNi7ObKR06dODSSy/luuuu89c2aCx33nkn3bt3rxX3WKPRbFy0B61Go9FoNJotCu1Bq9FoNE1LU3nQajQajUajyU6ouRuwMZFSMmPGDJYtW0afPn3o3r17czdJo9FoNmvmzp3L//73Pzp27Ej//v032amZGo1GszmwevVqpk+fTjQaZffdd9cebRqNRrMeJJNJpk2bRmVlJQMGDKBt27bN3SSNRqOpk7+MB215eTkHHXQQf/zxB7169eKbb77hggsuWOsKohqNRqPJzsUXX8wDDzzAoEGD+Pnnn9lxxx15++239YqhGo1Gsw68+eabHH/88ey4446Ul5dTXl7Ou+++u0FWhdZoNJotnblz5zJixAgA2rdvz/fff8+DDz7ICSec0Mwt02g0muz8ZQTac889l/fee49vv/2WFi1a8NlnnzFs2DCmTp3K8OHDm7t5Go1Gs1nx7rvvMmrUKL766isGDhzIypUr6d+/P0cffTS33XZbczdPo9FoNitWr15N9+7dueSSS7jyyiuRUjJ27FjmzJnDDz/80NzN02g0ms2O4cOHY5om77//PqZp8sADD3DhhRfy+++/06VLl+Zunkaj0dTiL7FImJSSZ599llNPPZUWLVoAsPfeezNgwACeffbZ5m2cRqPRbIY888wzDB06lIEDBwLQpk0bTjrpJJ5++ulmbplGo9Fsfvz73/8mFotxzjnnACCEYOLEifz444/8+OOPzdw6jUaj2bxYvHgxn3zyCeeddx6maQJw2mmnkZOT85dYjE+j0Wye/CVi0C5evJjVq1fXmiLWr1+/egPdx+Nx4vG4/91xHFatWkXr1q11nEWNpgmRUlJRUUGnTp0wjL/EuNFmz48//si+++6bltavXz9KSkpYuXIlbdq0qbWP7lM1Gs36sCX/Vvz4449069aNoqIiP03ZrT/++GPWMAe6T9VoNOvLltqv/vTTTwBpfWckEqFXr151DnrpPlWj2XhsqX3P+vKXEGjLysoAaNmyZVp669atWbNmTZ373XLLLVx//fUbsmkajSbAokWL2GqrrZq7GZoGUFZWlrVPBVizZk1WgVb3qRqNpinYEn8rsvWpBQUFRCKROm1V3adqNJqmYkvrV9fl/V/3qRrNxmdL63vWl7+EQBuNRgGorq5OS6+srKx3ddzLL7+cCy+80P9eVlZG165dWbRoUZqHg0ajWT/Ky8vp0qULhYWFzd0UTQOJRqNZ+1Sgzn5V96kajWZ92JJ/K7L1qclkkkQioftUjUazwdhS+9Xg+3/w2CorK+nYsWPWferqUzUazYZjS+t71pe/hEDbpUsXQqEQCxcuTEtfuHAhW2+9dZ37RaNRv3MPUlRUpA1fjWYDoKcPbT5svfXWWfvUnJycOg1f3adqNJqmYEv8rdh66615/vnncRzHn+qn+ti6bFXdp2o0mqZiS+tXVb+5cOFC2rdv76cvXLiQIUOGZN2nrj5Vo9FsOLa0vmd9+UsEe8jJyWGfffbhlVde8dNKS0uZOnUqI0eObMaWaTQazebJyJEj+eCDD6ioqPDTXn75ZUaMGOEvxqDRaDSahjFy5EhWr17N1KlT/bSXXnqJ4uJi9thjj2ZsmUaj0Wx+9O3bl86dO6e9/3/77bfMnz9fv/9rNJpNlr+EBy3Arbfeyp577snJJ5/M7rvvzqOPPsp2223HKaec0txN02g0ms2O8ePH8/jjj3PAAQdw8skn8+mnn/Ldd98xbdq05m6aRqPRbHbsuOOOjB8/nuOPP57LLruMsrIybr75Zu699956w3FpNBqNpjaGYTB58mSOOeYYDMOgc+fO3HnnnYwZM4Y999yzuZun0Wg0WflLeNAC9O/fn++++46WLVvy2WefMWbMGP7zn//oaQwajUazDuTn5/PVV19xyCGH8Omnn9KxY0dmzpxJnz59mrtpGo1Gs1ny4IMPcscddzBr1iz+/PNP3n77bc4888zmbpZGo9FslowbN45PPvmENWvWMH36dK644gpeeOGF5m6WRqPR1ImQUsrmbsTmQnl5OcXFxZSVlenYXhpNE6Kfrb8m+rprNJrGoPuM+tHnR6PRNBbdb9SNOjcajWbDofuedP4yHrQajUaj0Wg0Go1Go9FoNBqNRrOpoQVajUaj0Wg0Go1Go9FoNBqNRqNpJrRAq9FoNBqNRqPRaDQajUaj0Wg0zYQWaDUajUaj0Wg0Go1Go9FoNBqNppnQAq1Go9FoNBqNRqPRaDQajUaj0TQTWqDVaDQajUaj0Wg0Go1Go9FoNJpmQgu0Go1Go9FoNBqNRqPRaDQajUbTTGiBVqPRaDQajUaj0Wg0Go1Go9Fomgkt0Go0Go1Go9FoNBqNRqPRaDQaTTOhBVqNRqPRaDQajUaj0Wg0Go1Go2kmtECr0Wg0Go1Go9FoNBqNRqPRaDTNhBZoNRqNRqPRaDQajUaj0Wg0Go2mmdACrUaj0Wg0Go1Go9FoNBqNRqPRNBNaoNVoNBqNRqPRaDQajUaj0Wg0mmYi1NwN0Gg0Go1Go9FoNBqNRqPRaDSajUlNTQ2zZs2irKyM3r1707Vr17TtCxYsYNq0abX2GzNmDOFwOC3tl19+4ddff6VLly7suuuuCCEa1RYt0Go0ms2aWCxGIpGoN08kEiEnJ2cjtUij0Wg0Go1Go9FoNBpNU9LU7/4PPPAAt912G1tttRVFRUV8/vnnnHLKKdx3331+nv/85z+cfvrpjB49Om3fUaNG+QKtlJLx48fzwgsvsPvuuzNr1ix23nln3nzzTXJzcxt8fJuNQLto0SJCoRAdO3astW3x4sWsXLkyLS03N5ftt9++Vt7S0lJWrFhB9+7dtWCj0WzmxGIxenQroGS5XW++Dh06MG/ePP3MB1i9ejWrV6+ma9euhELpPwVlZWXMmzev1j69e/euNUpYU1PDggULaNeuHa1atdqgbdZoNJpNlXg8zsKFC+nUqRP5+flp26SU/PDDD7X26dq1a61+U0rJH3/8QTQapUuXLhu0zRqNRrOp4jgO8+fPp7i4mNatW9faPmfOHCorK9PSWrZsSbdu3WrlXbJkCZWVlWyzzTaYprnB2qzRaDYssViMHj16UFJSUm++xrz7FxYWMnPmTL+fmTVrFgMHDmTPPffkyCOP9PMVFxfzwgsv1FnOiy++yNNPP82MGTPo06cPJSUl7LLLLtx+++1ce+21DTzCzUCgvffee7nrrrsA94IUFRXx8MMPs++++/p5brzxRl544QW6d+/up/Xs2ZNXXnnF/55MJjnttNN44YUXaNeuHWVlZdxzzz2ccsopG+1YNBpN05JIJChZbjNnRheKCrOH1C6vcOi52yISiYQWaIGPPvqIq6++mtmzZ9OiRQtKS0u56qqruPjii/08n3zyCWPGjKFv375p+3744Ye0a9fO//7QQw9x0UUX0apVK5YtW8bxxx/Pww8/rI1fjUbzl2Hu3LlcddVVvPXWW3To0IHFixdzxBFH8PDDD1NQUAC44u0uu+xCz54908Tba6+9lsMPP9z//s0333DUUUdRWVlJTU0NO+64I6+++ipbbbXVRj8ujUajaQ6qqqq4+eabeeihh2jRogUrV66kV69ePPnkk+y4445+vpNOOok5c+bQoUMHP+3AAw/k1ltv9b+XlpYybtw4vv76a4qKijAMg2effZbhw4dv1GPSaDRNQyKRoKSkhAULFlBUVJQ1T3l5Od26dWvwu//xxx+f9n2XXXahR48efP/992kCrWVZfPDBBwD06dOHzp07p+337LPPMmLECPr06QO4IvExxxzDs88+u+UItLZtM2/ePKZNm0bnzp1xHIfLLruMww8/nDlz5qQJBfvtt1+aIJvJTTfdxIcffsjs2bPp3r07//rXvzj++OPZZZdd2GWXXTbG4Wg0mg1EQaGgoDB7fBeHxsV92dKZOXMm9957LwMHDgTg/fff55BDDmHbbbflsMMO8/Pl5uby/fff11nOtGnT+Pvf/85rr73GYYcdxu+//87gwYPZdtttufTSSzfwUWg0Gs2mwQ8//MChhx7K008/TSgUYtGiRey1115cdNFFPPTQQ2l5n3zySYYOHZq1nOrqag4//HBGjx7N/fffTzweZ8SIERx//PF88sknG+NQNBqNptlZunQp+fn5zJ07l+LiYmpqajjmmGMYPXo0v//+e1reM888k+uuu67OssaPH8+aNWtYtmwZhYWFXHHFFRxxxBH88ccfWb1yNRrN5kFhYSGFhYVZt0kpAVeoDRKNRolGo2ste+7cucybN88XWhXV1dXcdtttWJbF9OnTOeuss5g8ebIfY/ann37i2GOPTdunb9++3H333dTU1DQ4zEF2l7NNBNM0ueeee3x12jAMLrzwQioqKvjuu+/S8lqWxW+//cayZcuylvXoo49y2mmn+V62xxxzDNtvvz2PPfbYBj0GjUaz4UlKu96PJsUll1zii7Pgehv06dMnqwCwaNEi5s2bh+M4tbY9+uij7Lrrrr6ou+2223LCCSfwyCOPbLC2azQazabG4YcfztFHH+2HiunSpQt/+9vfsvapq1atYvbs2cTj8Vrb3n77bUpKSrjuuusQQpCTk8OVV17Jp59+WkuU0Gg0mi2Vnj17csUVV1BcXAy4DgNnn302c+bMYdGiRWl5Y7EYv/zyC2vWrKlVzsqVK3n99de59NJLfSHnyiuvJJFI8NJLL23w49BoNBsOx3Hq/YBrjxUXF/ufW265Za3lxmIxjj32WHbaaSfGjRvnp/ft25c5c+bw8ccf8/nnn/PJJ5/wwAMPpGmJZWVltcJWqYGgsrKyBh/bJi3QZuPHH38EqBVf5t///jcHHnggPXv2ZLvttkszjJcuXcqSJUvSRAmAwYMHM3PmzA3faI1Gs0FxkPV+NHVTUVHB/Pnza/WpVVVVDBw4kN13352WLVsyefLktO3fffddrT519913Z+7cuVkNZY1Go/mr8OOPP2aNg3jMMccwcuRICgsLOfnkk9O8O7777ju6d++eNjts9913B9C2qkaj+Uvz448/Eo1Gad++fVr6nXfeyaGHHkrHjh0ZMmQIv/zyi79t1qxZOI6TZqvm5+fTp08f3adqNJs5Usp6P+A6GpWVlfmfyy+/vN4yE4kEY8eOZeXKlfz73/9OW3dlp512olOnTv73PfbYg5EjR/LWW2/5adFotFZcbPW9MWEWNyuBds2aNUyYMIFRo0alxaAZNmwY8+fPZ+7cuZSWljJixAhGjx7NggULADf+DFBrKkPr1q1rLS4WJB6PU15envbRaDSbHhYOyTo+FrW9PzUpzj77bPLy8jjppJP8tI4dO/Lpp5+ydOlSSkpKeOyxx7jooov417/+5ecpLS3N2qeqbdnQfapGo9nSee6553j//ffTQr0YhsF9993HmjVrmDt3Lj/88AMff/wxEyZM8PNk61OLiooIh8N12qq6T9VoNFs6v/32G5MmTWLixIlEIhE//cQTT2TFihXMmTOHpUuXUlxczKhRo6iurgbW7f1f96kazeZBQzxoi4qK0j71hTdIJBKMGzeOX3/9lU8++SRNjK2LoqIiVqxY4X/fZpttWLhwYVqeBQsW0LJlS1q0aNHgY9tsBNqqqioOOeQQ8vPz+ec//5m27aijjqJr164ARCIR39PrjTfeAPDV78wpZfF4vNaK5EFuueWWNLdovZquRrNpYktZ70eTncsuu4w333yTN954I21KxqBBg9h777397+PGjWPUqFE888wzflo4HM7ap6pt2dB9qkaj2ZL54IMPOPXUU7n77rvTFrONRCJMmDDBD4Owww47cMUVV/DCCy+QTCaB7H2qbdtYlqX7VI1G85dk0aJFHHDAAeyzzz5cf/31adtOP/10WrZsCUCLFi247777mDNnDtOmTQPW7f1f96kazeZBQzxoG0oymeTII4/k559/5tNPP826MOvSpUvTvpeXlzN16lQGDBjgpx100EG8++67/iCR4zi88sorHHzwwY1qz2Yh0FZVVXHQQQdRUVHBRx99tFYFOhwO065dOz9OTefOnRFC1DqxS5Ysqbfjvfzyy9PcojPj3mg0mk0DZy0fTW2uuuoqHnjgAd5///1aoQqy0blz57Q+sEuXLln71FAolLaibhDdp2o0mi2VKVOmcPjhh3PjjTdy/vnnrzV/586dSSaT/toJ2frUpUuXIqWs01bVfapGo9lSWbx4Mfvssw99+/blxRdf9Ae46kKtWaP6QdVvNub9X/epGs3mQVMKtKeeeirvvPMOZ555Jl988QUvvPACL7zwAtOnT/fznHPOOZxwwgk8+OCDTJ48mYEDB1JQUMAVV1zh5zn33HMpKirigAMO4MEHH2TMmDHMmzev3oUMs7HJC7TV1dUcfPDBrFmzhqlTp9aapiClJJFIpKXNnz+f+fPn06tXLwAKCgoYOHAg7777rp8nFosxderUNA+HTKLRaC3XaI1Gs+mRkLLejyada665hn/84x+8//77fozDINm8uP7zn//4fSrA8OHDmTJlCpZl+Wlvv/02e+65Z9oUtCC6T9VoNFsiU6dOZfTo0Vx33XVcdNFFtbZnWxTsk08+obi42B/QGj58OCtWrGDGjBl+nrfffptoNMqQIUOy1qv7VI1GsyXy559/ss8++7DDDjvwyiuv1LIrM9/9AX/9GWWr7rLLLrRs2TLt/X/OnDnMnj27zvd/3adqNJsHDQlx0FDatm3LmDFjmDFjBm+88Yb/Ccaqfumllzj00EP5+eefmTt3LhdddBH//e9/05ySioqKmD59OiNHjuTrr79mxx13ZNasWWyzzTaNak/9Q1HNjGVZHHroofzyyy/861//YvHixSxevBiArl270qpVK5LJJLvtthsTJkygd+/eLFy4kOuvv54ddtiBY4891i9r0qRJHHzwweywww7svvvu3HPPPRQWFjJ+/PjmOjyNRtNE1Ocpqz1o07nlllu46aabuO+++8jLy+P7778H3Olh3bt3B+CEE06gd+/eDB06lGQyyQMPPMAff/yRFl5mwoQJPPLIIxx99NH8/e9/59NPP+Wdd95h6tSpzXBUGo1G0zx8+eWXHHrooYwdO5YRI0b4fappmvTt2xeARx55hFmzZjF69GhatWrFe++9xz/+8Q/uvvtu3yts8ODBHHLIIRx//PHccccd/oIWl1xyiRYJNBrNX4aVK1cyfPhwcnJyuPrqq/nf//7nb9tuu+3Iy8tj9uzZnH322YwfP54ePXrw008/cc011zB69GgGDx4MuDNqr732Wq644gratm1L586dufLKKxkyZAgjR45srsPTaDRNQH2eso31oL3rrrvWmscwDMaNG8e4cePqzdeyZcs0r9p1QcjGHsFGZM2aNQwbNizrtmuvvZbDDz8cgHnz5jF58mRmzZpFy5Yt2XPPPTnnnHNqrZY2ZcoU7rvvPpYtW0bfvn255ppr/Ni1DaG8vJzi4mLKysq0sazRNCHr+myp/Wb83J6CwuwTAiorHHbrvUw/tx7HHnssP//8c630/fffnzvuuANww8rcd999fPzxxziOQ58+fZg4cWKtKWHz5s3jhhtu4Oeff6Zjx46cd9557LPPPg1ui+5TNRpNY9gU+4z777+fRx99tFZ6Xl4eX331FeC+LLz00ku89NJLLFu2jK233pozzjiDoUOHpu1TXV3NbbfdxkcffUQ0GmXcuHGceeaZCCEa1JZN8fxoNJpNm02t35gxYwannXZa1m3PPPOMP/A1Y8YM7r//fn777Tc6duzIIYccwgknnIBhpL8PPP300zzzzDNUVlay5557cuWVV1JcXNygtqhzo9FoNhyN6XvUM7lw4cI69ykvL6dr166bTJ/WWDZpgXZTY1P7AdNothTWV6Cd/nOHegXaQb1L9HO7CaL7VI1G0xh0n1E/+vxoNJrGovuNutECrUaz4VkXgXbBggX1CrTdunXbbPu0TTrEgUaj0TQEG4FNdg+jutI1Go1Go9FoNBqNRqPRbD40ZYiDTQ0t0Go0ms2epDRIyuwetMnNu4/WaDQajUaj0Wg0Go1GgyvC1rUYmBZoNRqNppmxMbDJLtDaG7ktGo1Go9FoNBqNRqPRaJoe7UGr0WwiSCkbvFiG5q+DVY8HrbV599EazWaLlBKkBK/P1n23RqPRaDQajUajWR8cx6nTg7au9M0FLdBqNgsS8SSv/98HzP1pIWPPHcm2/XtskHqspMWPX8wmrzCXbXfpjmlmF/00mxa2NLDrEGhtLdBqNBsdmUwS++gjql98iVCPHhSccTpGhw4bTaSVUlIRs5gxt5S2RTls37GISEj35xqNRqPRaDQazeaM9qDVaJoRx3F4+sbXeOORj7HiFssWruSWf19CbkFOk9f14xezmXTc/2GYBpc/dgYDRuzU5HVomp4kBknMOrZpNJqNibQsyu+8i6onnkRWVwNgLV5Mq//7P4hGNkobkrbk/im/8dbMxYRMg1OHbcOxe3QnpAfdNBqNRqPRaDSazZYt2YNWv6loNnmScYufvpiNFbeQUrJo9lJKFqxo8npi1XFevPMtYpVxqstjfPLS11hJq8nr0TQ9yoO2ro9Go9l4yHic2EdTcaqqvQRIfDsDe8mSjVO/lHz6yzLe+2EJtiOJJx3e+2EJS9bUbJT6NRqNRqPRaDQazYZBedDW9dmc0R60mk2eUNhk+N92Z8fdt8MwBNv02Yqu23dq8nqEEAwauTNb9+1GNDfMgSfuRSisH5HNAQeBQ/ap03WlazSaDYMIh8k/6m9Yixe73/PyiOyyC2a3rhutDW0Ko4wb2BXLkURCBkO3b0uXVnkbrX6NRqPRaDQajUbT9OgQBxpNM2KGTEafuf8GryeaG+GICQdu8Ho0TU9ShkjIOkIcSC3QajQbExGJUHD6ac1XvxD0796K/t1bNVsbNBqNRqPRaDQaTdOjQxxoNBuRP/9YxoJf/tykRj+klCyeU0K8JtHcTdFkwcGo96PRaJoe27GZVzaXeWVzsR27uZvTKKSUVKyoomJ55Sb1W6PRaDQajUaj0WjqRoc40Gg2Ih26twUpN9pq3w1BCEHH7m0x9AIzmyQJaRKqw4M2sXn30RrNJoshDLoUdvX/3tzIb5Xb3E3QaDQajUaj0Wg0jWBL9qDVAq1mk8PcREVQM5RdANwUCY4c2bZDZXk1iYSFq2EKpOl+3B5AUhVLknBsEIDh7ptIOlRUxEBInJABEowkOBG34yutrEY6YCQgFDXZb9ttyM+NNsPRgiMNnDoWA3M281E0jWZTRQhBSGyeZoQQAmFuOoOA60XWPi6QZichXgZWbO1lxSvBjmevo2Yl1OspLaFqOTiBxTWFAT1HQmHHtdet0Wg0myhBu9qRkurKGDXVMaQQ3nxUAYZAmrj2tQEISSJhU5VIuva1AEyvHCmorIoTj1lgeHY2YFgSHIETcfcvr4oTSybANlwbPAq9W7Vlxy4dNu4J0Gg0mwVCCKTn6GYYBoZhYJomUkpCoRCmaWKarqYRCoUIhVw7XqUZhuHa96EQhmFg2za2bRONRhFCkJOT46clk0n++OOPZvFY1TFoNRpNs2I7DrbjELMsauwk8aRFuRWnZE05y1eXU1lTTSLPprSiBqdAUmnFqLYTOFIQq4mzeNFyauI2ToFAADIscEyDJAYCV4y1pUQ6wjUgHYHjSBzbcd/zHQNhAxJkCLBBOtLdZgsKZIi+rY5l663aNsv5SWLUHYOWzbuT1mg0fxGCBqV0QNpgxV1h1Y67fycqoaYUyv+E6pWQqMIVRpe5QixArMzNp4ithtXzwKpZexvsRB0irEwXXutsf2Z/K+Co16HX6LXXrdFoNBsIKSWW42DZDgnbpsZJ4tiSimSMKjvJ8lXlrKmupqKsGiffodJOUB5PIvMllrRYE6/G9hadTVpJ/ly4gup4HMsykIUSpMAwwQ4Z2MLARiCExEoYWFg4jnC7R8/GltJ1oEB6trQUYAvX1hbghMBwwLGVoOvuB3BKx35aoNVo/gIosTQcDhOJRAiHw+Tn51NQUEAkEiE3N5cWLVoQjUYpKCjw0x3HIRQKkZubi5SSgoICpJSEw2G/TMdxfFHWcRw/TSGlxHEcLMtCCIFpmti27ed3HIclS5Ywf/58LGst9uEGQHvQajSaDYrjSJKOTUUyzqqaapZXV7A0XsbiqtWUxitYVFHF6qoaymviVJAgaTvEZRJbOkj1Qiyka/hJkGR4huVJyBUgvC2ClFGIcD0AhLeft79EIMLqZdtJibfKwLQ9YxOJlQC7GYXQ+mLNrmsM2ng8TiQSqTfURiwW80cU1yePRqPZwlHiq3RcodOqgXiFK7ZWrYDKEqhYChWLoWY1VC5zhdXYGleEtePeft7/sgExf1WXXFfXE9xeV16ZJa2+Mmrlldk9cjUajaYJUMJrwrGpTiYoi8cojVWzKlbBSquKkuoyKqwaSipqKI1VU1WdpCqZpFokcRxJ3EliI9046oZESuF3ZcJ0bV9lGyMCnVxEQlgAFnjmsfu/RDr4faKDgRASaQiQwvspcMuQQmCEHaT0bHDbtdORrjOFJQAHX5j1DHTiYvOK+a7RaLKjPFVzc3PJz8+nRYsWtGvXjrZt21JUVERxcTHhcJicnBzy8vIwTZNIJIJpmv57pfKUzeZRGvSmDeaHlIiphFgpJbZt++JuNtEWwLZtv8zc3Nxme7/VHrSajY4/qurh/5WyANJIWjYS6f6uGxCzLWTcdncMgTRSo7JqmjtSEg2FCAnDN0bC3kgKEgRikw03sDli2w5V5dVYSKoMmyU1ZcwpXcmCqlLmVy1nRayKZbEYFYkEcSeJFA7KJpRSuEai484YFYZEmBLHdkfoHdtACDA849KN4eteVSnd/NJxtwshcRwDQ0hXhBUOtmO4t5XpGobSEQhDCb+ukYrt3QsOnjGpBGGBIyVJu/lGq2xpYNcR4qCu9LqYPHkyd999NytWrEAIwbBhw7jvvvvo2bOnn2fatGmMHz+e//3vf+Tk5HDKKadw9913+9NEGppHswkgpSt2rdOPuXQ9DjNJVrtCXEMRBoTz0tPMCLU6esN007TYv+khpXvNrRgkKtw0KwYVS2DNAihbCKv/cP+uWeV6v8bL3XvFTqTul0yRM5voWZ9omim01revyJK2PnXUVV6yuo6CNFsqjuO4s2wyWJstC649izf0rGzapGOTTNoIyyvBBCdkIKTESEqcUGCauSdi5YbDGAi/zpAwMAzhN0RIEIb7YqvZNJFSYiVtqsprcEywQrA8UcWK6grmrV7Ning5i2MrWVVVzUq7htWxJDVWkrhtI033PnKk+5PpCq3u/0j3ZxchMUMOjmMgPRvasbx7xJDuT63hia5S2dj4drXvHyGUbe0JIEYqXXqhDQTSLVMKHOnlC0lfnBWmg/9MKPNBptrif3egphm81TTNS6a4pv5WHyklpmkSCoV8b8ZQKIQQAtu2/anu4D1XluULb0FPxM3d83BTRXnBFhUV0aZNG9q2bUvnzp3p0KEDxcXF5OXlEY1GiUQivocr4IumqoxMj1fbttPuA8dx0sRa9bcScdW9oLapckzT9O8DFQ5B3TNBQVelq7YFtzcHm7sQWxdaKWhGpJR8/t85zIuvxs6TlFZXkjQdrKTDotnLqUkkEAikaSJyLIhKiAgkJnbENRQwJUI4rCmLYwPCAjsqqHYSEEsiHImIgGMamI6NISR22MBxDEzDpjAnhOGYSCkISUGLvBwcKTCrbEK2oFXLVnQ0i2jdNp8CmUfrvHxaGLm0zskjNxqFGgk2EDTEDYEwTXIiIUKREGaoeR/ejYnjOFhJG8eWJJJJkqakJFbGl9/8yH8XLeL3WBlVLSGeL4mZMRK29I1CgcSRBpYwECHpG2am6Rp9tmMgzJTzqyG8hdSkQATfc4RnVHrerW6n7YqxKpMQ0jU0CRiHyoB1RMoYBLcdMnD9hGd0eoYigCMk8WTzGYzJehYJSzai83777beZOHEir7/+OqNGjWLVqlUceeSRHHXUUcyYMQOAFStWcNBBB3Hqqacyffp0fvvtN0aMGEFhYSE33XRTg/NoNiJli+CX18HxpoDXrEqJRk4Slv+cXWhdG47tejlm3mOJirXE6szAMCFSmPouBOS0ACPjJzq3JRR0hLy2kNcaQrmQ38b9Hs6D3FYQLWpAhQLCOWBEwAypN9VU3ZraKCHfTrh/24nUZ818mPM+lPwA5QuhosTdx0m63q+ORdrU/2wiLKRiFAbzZH6vS0yta/9seTLLqq8OkWX/hgi7wW3xCk/R0PfWlkIinuTdH35hjYjh5EtqEgnW2DEwwHFg6dxSyldXudO0MZCGiQgnkbkSYYCMGmAbWFEvVKfp2rMGkjWVcSzLm+1juzZtXFrYyQQkHNfeCUvskIkhJWHLwgkbOCHhDVZLwoZNYU4EaRtIR2AISdSIUhA1sREYNZJQwiZsRmnRogVtnTxat8vHFCHaGAUU5OdQ6ERoEc2lMDfH9WCMeYKcCu+kEAJCBmHDIBwJEQqbGOZfx+5dH4I2s+M4xJNJ7LBgRbyc/86Zz48//c4Sq5IFNRUkWhtY+QY1ZgwLm6Tl2qqGZ68KIbEwcYRAhN3yXVsZDNMVVm3L9O1bATjS9Y41DAfbNpCePe2W5zXSm3mWOTPNEK74K2XAoQGBYTqejRzYJgHDs7GVl2ywj3U8O9tzelCocl3Hi1T+aivhiy6azZNtt92WNm3akJeXR2FhIeFw2BeblHekYRjk5+f709sdxyEajfoxRVU+JdRFo1Fyc3NJJl1bV83eU6JbUJizLItEwrV74/G4L9hWV1cTj8epqqpi+fLlAJSWllJVVUVZWRmVlZVYlkV1dbXvealQwt1fXeQ1TZPc3FzatWtHu3bt6NSpEx07dqRDhw60aNGC/Pz8NAEU8GO6KrEd8AXUoAiphPigABsU6VV5QUE/KNoG61SCrMoT3F/VFSQoAqtrrGLaNgc6xEEzEo/H/Y5GoW78bCSTScLhcL1lNiTPxuLfP//M2+InN66RJ3whgajANgzPoxEM08GUDmbScUdeE4B0jQogNZVGCETSNQKMiDttxhCOK+aFPB3Bdg0P4UjKa9y3KOVjsKDMLcsQ0rWa1yxACEm03MFEYgiB4QiKwpATDsFyiR2TJP8UsFwSXpHAXG3hxPIoIJ+iokJatMgjNzdMr526ssteO1DUMp9oboSc/OZZUKopsZIWsaoEC35bys8/zOW/fyxilVNKol2cii42NcWwRiSoBuKdDGxvdN0wPJFUuDFg1ei7GoFXRqKfjiC4SLrhCaTCM/KkDQjX48Q1GoOKrUyV511nw1TTGlQHTqosZSx66VLIdGdA9fId6LctYbOqLBDzcCNjY2DXEcqgrvRs/Pzzz7Rr147Ro0cD0Lp1a8aOHcvEiRP9PE899RRSSm655RbC4TA77bQT559/PrfffjvXXXcd4XC4QXmaC9u2qampHYsyPz8/q7G/ufWpWaksgQ8vcgWztXkGZhOfMj0GG+tx2KA6StZeR10I0xVZQzkQzv7bmLEDRAshkg/RYshv54rB7fpAlz2g9XauB28oByIFfz1hTUo3BEGyBkp/g6UzYdmPUDobqkvdWK9WzM3jWK4nrIrPmu36Zl7LTOE02zWv65RnllfXfdJcdWQ73jXz66hoy6GysvbvX05OTtYZE8qDpT5xpSF5mhPbdnho+tfMbb8MKQUOnt3oDw6DU+gJXobj2qshB2wIGzYi7k0lT+IJU9LdH8/ukK4gJoVAJFP2joi6g82GcBCeRyNhr0oLf3Ba2JLV1SlxK2Q6WLaBEVfinMQ0pDvwvdodIA9VOEQ8m1t4tm5BSJIbCWFYwDKBIx2SpSAXCYg7RFbEMcptnGQuESuHXDOHwpaFFBVEiYRN2nYsptdO3dh2527k5EUxTIPClvkb92JtIiQTFomaBKuWl/O/mfNY9Ody5ixdRpUoJ5FXTWxrk+r8OInCEOUyTrUtSXYQJB3THwMVAkzDAcfADAn/fUWIlGe1JU33fnAEpiED71bCE1tTz5QhpOcdK7wZZmCr8ARCiSTu+gz+Xp4ThESk7YcE03Qw1Kw0lDODK7T62quBGyLMzeHOcPM8c1Ub/Q5U1haGMWBZWQVW0iYc2eRf49eZmpoa33NQEQ6HiUZrvzsqL8P6Zqg1JM/GQgjBHnvswdChQ32BLOilqPp/wPeKVQIbpHsuBtOCYmw28U7VHUwL/g+k1aO8PpUYaFmWvzDU8uXLicViLFq0iNWrV7NixQpfwK2oqMC2bRKJhDvw4gnAW6K3YzgcJi8vjw4dOtChQwd69uxJz549admyJUVFRb54HhRUISUgBq+9yhO8RiqPIugRq653UJwNfg+mZ7u+Qc/aYJrKF2ynIvMaRqPRZnumdIiDZuS8887jscceIycnx0/bcccd+eabb9Ly3XDDDdxzzz2sWbOG7bbbjvvuu4/99tuv0Xk2JkIIosIdzTUAw3DFV8MzEB3HFWCFgFDIdrcZElO403GUFWx6+wWnxQhDYhquQOuKcN5+nkEhcI1h05A4Mt0wFm58A0xP6DOEJGRY5ITcF1CBxDYcqpFYbUxsKbA6esYIEJYOMlZJ2eoqli1bilViYix0+PSx6UQfyiNHROi4VRt23n07+g/dnjadW9K2c6vNIpxCMmFhJ23m/LSQpUtX8cW3P7CoZjFWu9U4XeM4wyU10TC2IShP5JB0THeEXhiETDAM93xajuFeD+Fei5DpIBFu6AHTSQmnBJw1sohE/pQq4Y3Uq2wy9ZYk/IH3wAicIxBmyjD1xVmV37MkJTLde1bNwg2O5kuQSGri6+CB2ERY0iRZhwet1YhOesyYMdx+++3cd999jB07lpKSEh577DHGjx/v55k+fTqDBw9OEyT33ntvrrjiCn777Td69+7doDzNxVtvvcXhhx9Ofn76S+Jvv/1Gp06d/O/vvvsu559/Pn/88QetWrVi4sSJXHbZZWn7NCTPJkEoSmrOYZbtmZ6EmayP2LW2OrKl1ycUZ22/7X7iydT0+qA4mK19lcuyl2VGXfHWCEFRF+i2J3QeCC26Q4tukNcG3+N2ExWPGoVjuYKrY0PJTFfMX/EL/PKa62ldsxqSVdn3XZuIHrw3GnLfbIx7sznqiK2uo+Atg1gsRmFhIbm5uWneJ/fffz8nnnii/33evHmcfvrpfPbZZ5imydixY3nggQcoKipqVJ5NAcMwiGL4oZYiIRvbSQ0sK1ybxh3RDYVs156QrkejEK6t4zgpr0Vlz7rfU1PGERA2XTvYffHyBFskpimxnZRtK7xylF3k2tGSsOfZ6Fo2gpDhEMIJ2Lk2EdMmZLj1mIbERpLAxjYNrI6G64XZwcDawcD0ygpJiUxWYVfGCJfZUCqxS0MYf9qIuRJedYhGCogSIicvl11335auPTuw3U5dKWyVT4eubbaoUAtSSpLxJCD4848Sli5exfKVq/l02kzKzTJoU0asdYxQD4tkX4N4JIRjCKrtMDVWGMcROEIgDQOBIOJdD2U7uw4kDl5MC0KmjSHAdgQ2rgOC4wjMsBs/VgjXjnYCNnKaQ78S9UVqRhkQWDSXVFgDzzb2nWn8g3bLce1xkXov897bUvWIlI2t9oOUMOuVI73wZepdwHWaSNVZZSWxbYdNeFh8vdl///355ptviEQiftrYsWN56qmn/O+xWIxzzz2X5557jng8zqBBg3jkkUfSbOyG5GkOlLekCkMQFNiUl6TaDqnFojKFPSVEqfSgp6zKp74r8S7oZZkpAmZ6YyqBWIl5yluyXbt2OI7Dzjvv7B+TlJKamhpKS0tZuXIlixcv5s8//2T+/PlUVFQQi8WIx+MkEgmSyWQt79DNgVAoRE5ODl26dKFXr17suOOObLvttrRs2dJ/54vH42kxXYNkCqhKTLdtO80zNlvs1yDB7ZlesJAS8TPPrxLwMwcGVJmqbZniZ9C7Nxi7Vt0jzYH2oG1mDjvsMF555ZU6t99///3ccccd/Pvf/2bQoEHceeedHHroofz3v/9lm222aXCe5iAvJ4pIeiO8hsT0BDFHeQt4ngTgjvTajuF6xBquSOtOVXdHky3HjUNqesYJ4Am6qeWbTMN76DzjNmzargeBJ8aaImXUOgELQnlsSiBsOL6gGzJsDOkaunagTsISUQiyqyCMGwvXToSoqU5ir4wx988Kfp/zJy9//ClF1RE6tW9Lzx22os9u29B9x84UtS4grzB3o4q2juNQUxlTh+yTiCf537d/MH9eCdN++C8VLWyWRtZQvRVEh9gUFlaTlCaSHFcUx33hCI56CwEGMmVwSRXWwB0dtx3De/EA2zb8cqQ6n0ikWqzAC2hlGI7/d6p/9Ubhke6ofEDoVXGwgsIq4JVJaooVge3B/F5bhSHdsBbg55cIEo2JudnEONLAqSPWrEovLy9PS49Go7VG4nv27Mmjjz7KiSeeyEUXXUQikeDAAw/khhtu8PMsX76crl27pu3Xrl07f1vv3r0blKc5yc/Pz+rxpfjll184/PDDuemmm5gwYQKff/45hx12GO3ateOUU05pcJ5NhkgBmGF3saJsolqmgEbG30GRM5g38yVrbWLd+taxNj00234NqSO43Y5DtbeoU2UJLPkW30O3aCtXpC3qDF2GQPu+rogbLYRwvhc3N9ieZhJwpXRFVT/MRMYLQLIaFk2DsgXw5wxY/pObd/Uf6aEu6hPH67oe9Z3vzDxZBt2y3pubex3JWJYKtjw+/PBDhg4dmnWbZVkcfPDBbLvttixbtozy8nIOPvhgTjvtNF566aUG59lUCIVM8iMR1xY0baTEG2hODeD64iik7ElPwLVtw7VPvX2U6GWarj3rOCnhNmjTClxx17VrU7O/DMNV0FT9puFgGg6WY7qirXAHkg3PrnakxJZBX0rPUcELB+VIgxAWpjd4beAQ8rwwTSQhw0nZ5oaDCIORaxNq73pPhoXlHr+ERE2Y6lgca3U1NSvL+XDZKpypBuIFQUE8QsfWLSlsUUi/AVvTdbuOdOjWhuLWhUSi4U1qplkinvSEV49At2pbNvN/XcL835awaMlyZv02B6edyTKjjMo2NnY7Qe6hFgW5NdgI4k4OYdP2r5+j3jl8ERTvunnXLLBQl/Biwiocx8BG+CEFVJgLIcDx7hHTkICDxHAjsim7VwrwQrtLfwGv1E+XstnVbDZE4MC99zbAW+chJe4qMdhSAwwqJJjXN6qQYuC946m2QMq71sC1tSWohcPUeU8IBydLjOctjSuuuILrrruuzu0XXHABU6ZM4bvvvqNjx45MmDCBAw88kF9//dV3QmhIno2NlJJkMukLZcGYntm8Y4PT1INekurvzDiiQNpUdvVdEcybOTU+U5gLCnZKNA62MSgCGoZBJBKhuLiYHj16MHDgQKSUxGIxqqurWb58OX/++ScLFixgwYIF/Pnnn1RXVxOLxTZZwTYcDpOfn0+nTp3o2rUr2223HT169KBLly7k5+enCZ2ZIR8UmQt4qViwSphV24IiLeALn8FFvDKF12wCu7ov1PegN60qD1IipmqDIigQZy4yFjy+5hZotQftJoBlWXW6UN9zzz2ceuqpDBs2DICrr76axx57jIceeog77rijwXmaA8NyF2wSZsoIkP6PsffD7b0UKSPD8bwjlaiqjFFlAKt7UnkTSCFSU4CkK6apcm0vaL4hPC9eIbGlu6yCo4RGw12AyfA8bZXwKIQrKCel60WrDNmQcHxvXSVTGkJimwInR5BoEUL0lESNGkK2jax0mF+6hp/nL+adNz4n94kIedU5bLPd1uRGI4SkoP9evcjJjZBXlEu3Xp3SRnxqIfCsq4ACITyTSkpEwKixbYdYdZxELMncnxfzy4x5gCSJzZrqCuwuIUpzK5mzZj5WJ0geLkiGTEKmTRgQhkNMhgkZNiau13LCNonZIUzhuKErAl7MUroLsiHAcgw/dK/tpae8YNU+rieILQNHI9RiX/gvLal+yBNrhWcsemasMkQljhcPy2uPk6pHojwG1FtHYEqWN3AghKy9eIF3PAm7ETE3mxgb4Z7rOrYBdOnSJS392muvrWX4vf322xx99NG8+OKLjBo1itLSUo477jgOOOAAvvjii7QpSEFUQP7gfdmQPM2J+sHP9sP6wAMPsPXWW3PRRRcBMGLECI499lgmT57si68NybPpEFCWMk9/pqCZSTaRri6Bqy7RbnOvQ3norp4Ha+a5aT8+B0bYjZUbirrhEQo6uttCUdhmhPs/QKuekNeujoY1EXYMrLgrsJYthHkfp+IM20moWpbqKFf/Act+co8pG8Hzs77Xoy4acj2Cg2RrqyNbnk2lDjtWTwVbFnWFe/nggw/45ZdfeO+992jVqhWtWrVi0qRJjBs3jsWLF7PVVls1KM+mg8RIgm0LfzBYol7+UgKXsn38IWtPOHPtGtcWNQCpwjs5rj0rEDjSTNnEpEReJfgahhuz1rVh8e1hvBpt6Xq8GgaePeaKwsoLUyCxvMVPpWFgOzLlnenbut6LsnDrsjHcQXRv8SfDExBN4aAmz5um5e8jhLugq1EoibcKIbeGqJkgJCURx0JUS/5cvYqa0jxmLPyV0DSbaHWY3KoorQpbsdU2nRAJByyb3oO3pVUbN+RMUasCOm/TvuH2hBCpi+KneddIgLAlZLzQ2pZrHzuOZPWKcn6ePofSpWsAiQybrF6zhmSeRHYyKc+N8b/F86BdEms7k+SuYBkmpuF41wmkcKiWYcLCIWzahITr0Zx0TGJWGLy1EWxvES8nYGMqr2ohpO8M4kjhXhMvjqzw7zf32BxPhJXCdU6xbLUgsvTzC9PxnF/SPbnVPazS1CCCsoXVe5q0DTAkjjDS7WM8+zxwDMEZjf4lUKENPLsdT+QV7sta+jGR2tVCYm/mHmINpa4+tby8nCeeeIIHHniAXr16Ae67focOHXjllVc48cQTG5SnuVCCJKQEseD/mVPdswllShzLFN4yp7dnIyjgqf+zeWJmCn3qbzV1P/g9U1gOhmnIy8ujZcuW7LDDDn4dZWVlrFy5krlz5zJv3jwWL17M8uXLqaioIJlMYlmWH+ayoeJtpldo8NjqiqkajOcbjUYpLCyka9eudO/enW233ZZOnTrRsmXLNDFSiaDBMBIqBES2kAXBulVbgoJn8Hsw5ESmWJ4ZeiBbmIqgmJt5zTLbEPyeLY5t5rEoguVqgbbp2SwE2rfffpvc3Fxyc3MZOnQod999t9/RlpaWMmfOHPbaa6+0ffbee2++/vrrBudpLnJCYQzHM2u9H2klwvnvTYEpYMIbalXerMobwHYMz7ZSeaVfhpRgS4HhGTcpUVd6np2Oa+R6wh+OK66GcHAM4YVFcEVEU7iGpwRM5bkgHNSjaQo3JIMpHJRvgjJcpXSN4qhp+SJuOGxj5ErsVoKCnpWuwebUEKpZyQ8rSnGWh0gsMPnwhW+gTBKtEBTmFiExkRZIC4ykBMtbhT3pvXBHIxAy3XQhwBBI03BXY01a7iIBEYGVJ4g7cZJFkChIYLU1SRaD1cYknh/CLHJoWVBNQTiOGmFfWZOP7RhETBvTM8wN8F4qUsa/7Xl1mobEctzzp66jgevhKhzPAPRWdhVCYnkj7Uqwdxw3jpt68ZVOSriXTmokXniLJfjhB5SRp+4nmXqRwbsmqHvCu2ek8DxvbTUdXHVwgR87UyJsgQyO6AuotNJjRW9MktLArHORMPdHbNGiRWnTRLPFsXr88ccZPnw4hx12GABt27Zl0qRJDB48mJ9++ol+/frRuXNnli1blrafCqSvQgQ0JE9zUl1dTUFBAZZlscMOOzBp0iRGjRrlb582bVqt/nKfffbh8ccfp7KykoKCggbl2WQIRV0P2mysTWgTdfwdZG3a05Zah5OE6hVuWvni9LwzHk79ndvKjXe7IbFirvevY7uxY6XdOJE0SH3C7Nr2DZaxvnWsTXvZ1Oqoi9gaT/FYS12bOSNGjCCZTNKpUyfOOOMMLrnkEl9YmDZtGl27dqVbt25+/n322QcpJdOnT2errbZqUJ5NBWEI8oywZ0+kBoHVzWB44psvcKmZYd7gPwRmFJESXJWwZtlGbftXpARghGuXWtKNL6vsWjc+bUowNQ3pOyj4ob28bYbwwkt59jTCs3M9Z4SU5KycF1TZylnBjacrvXRlb0lcRwXloavWgogaluvZKySGcAgLG5ELtIRo9yrYFaKGjbRrMBI2aypKmF86H2OVILHEZOr7s6DcgUpJbjxEfl4hUpiQkDiGgJiD4QhIJMEUELfwTihEIhAJuQFWlfpoeOc+J4SRtJGO7b5jhEFGBFaOIGHFsPMFiXwLO9/BamVi5UmsliHsHoJkbohwvkWLvBrytkv4YdhiVpg1iVyStkmOkfSF7LBwPaYjwgbPFrYCs/gE7vtKyHM6SdimK957YiykZo+5C+sq+xnfy9WRBq5DtfKSlYEFwNQaDcpWTon6KsyA8oQVhoPh3bsCN0yCq1tI/13NCDl+PUJkrO8gXAHWsb371xNjDUNiJ72BAWXD+/X7j5CbX91QGdtrhEU8aRFYWnSL5Pbbb+fGG2+kRYsWHHzwwdx+++20b98egJkzZ5JIJNLs0NatW9O3b1++/vprTjzxxAblaS7i8Xgtr8ZsYljQOza4Lbi4VDA9WEZQyFVpQFYBLvh30BM301Mz+HdmbNTMbcG2BD1u1Sc3N5c2bdrQq1cvf+GyWCzG0qVLWbZsGQsWLGDZsmWUlZWxatUqqqurfY/hRCLhL2wW9AANh8NpwmcwRINy9otEIn5YotatW9OmTRvatWtHcXExrVq1Ii8vj+LiYgoKCvzyLMuipqYG5UkcFGaDwmhQYFeeskExNPO8BMXV4DnPJq4Gxdvg/aHE5WCZmSEwVLszxX91fwTbnnlt1fdMT2AVgiMYhmRjokMcNCO9e/fmvffeY+jQoZSUlHDOOeewzz778PPPP9OqVStfBGnbtm3afm3btmX69OkADcqTjXg8Tjwe979nTpFuClpEcxAx3BFYbzqUECn7ybVDpT/l3f3VDhi1kPIAQC0u5Y38S7xYTp6Ii2sYKDFOGcsB3wYMKfw4tZZnUJuGm8f0DCogYLgKv241jUz9rwyvkHBzGLhGqfJKUAab15UTMWyiZhKJwIkIjHwHp6tNsp9JtRVBOFCdhDWxagpIYMVDRBIORlxNNZNUloapqQ6RG65yDSvbIRxyqDEjWBEDcgROBCL5Fma+g5MjcEyBhYFhpjyBc4wkUZkkL5xwQzp4q7DGHPeRUV7L6ngc6Wq+DoYfdxbvnCRt0zPUXatLxYwNIf3rLHCnySVt049F7K/eqq6brbxjPYNRpozEdG8V/LqVMWd495f7gpMSVtW9kloFF3+BMGSqPGFKd+VZz7Mh9TKWKq4y0XwxaBsS4qCoqGitcfxyc3NZs2ZNWppaUEstTDh06FAuueQSqqurycvLA2DKlCm0b9+enj17NjhPc1FUVMSjjz7KuHHjMAyD++67j8MOO4wpU6aw7777Aq6YnK2/lFKyYsUKCgoKGpQnk43Rp2YlnAeRQqhelS4SBYWlbOLR2oQnRbCMzH3WVkdD2ezqkKl9akrdT5YsddbRUOrbZ23XtL661tauht4361NHtnybch3Z7huAWLkrmNM8XhYbGiEE5513HhdddBHt27dnypQpHHfccZSVlXH77bcD2fvUli1bEgqF/MG7huTJpLn6VMMwaJ2TmxKPCIisMhBeKZsdK0EYrh0h0wQwQdI2XG9LT4zyZ4KB16W4opprqngvqNIV+KSaEWZ6jgieHWS73ge+kKasTtej0k0zA56Myk5KBaFyReVg2CoHVzAU4AuNeMeZcELuQmi+resQMmwv3IJrIxuk1n6QUhDyYuBGDQvHFIiIJJkXwmzthnJIJk1qkmFX4HOgKgmr4tXkiQQy7p4zo0YSSjrYNoTCkmQMKlZHideY5ERqyAnZ1CRNwlhEwpJqGcbOEVjCQOS7tnA0msQokIiIxAkLpGcfO8IkZAh3/QTDISIsBJKQESMasgh5wrN77tyFvQxl4+I6aphC+jPrLGkQFjZJxyRhp2xmR7rnMm6H3HeVwA1mOa5o75q2qVBtyNRCYZZnmytPVcNIdUmGkbK5A2ZwIM5xaruUuEJtwA5X7zfSu6nd0Btu2DlQi/eSahf4MXAN0/FCL6h7W4Jt+DY80rOzHe+GUiEY1D2nwid4BxN3LGKJ5nOK2Bjsu+++3HffffTr149ffvmFk046iUMPPZRp06ZhmqbfJ2azQ4N96tryZLKx+tTqaneGTzYRVf2dGaYgU5gLim/ZprGrv9WiY9nEuMw4pcHp9ErQy+bNmc0bNSj8qQXZVFpw2n3msSgRVcV3zcvLo0ePHuyyyy4kk0mklGmLxqtrpL7bts3KlSuJxWJEIpG0ck3TJBwOk5ubSzgcprCwkLy8PCKRiC96B0NNqPMdiUT878HQBUGxWX1X1zDouarOQfC6BK9zkGC4CfW/Qom8QUE16LGa6T2r0oJlZ/MmDYrxdd07maEbMoVjdS6aS6DVHrTNyDnnnOP/3aVLF5555hnat2/Piy++yFlnneVvy1TKM2/whuYJcsstt3D99devT/PXStg0cSwDTMf/4VYj89IbrZWO8OPEKnFWeNuDY/bKOA1Oh0kdnvQXNHCNE+/BVMKwP/KsDB3Hj4vqTicyfWPSAXJMyw+FkBJnUyPgUqrYT/gCpppy5khB2JveZnj5DdxwAJVWFNsxaBGpQQAR0yI3L0ncDpFwTGzHIFlgYHkdZrU0cMMGuAJvjmFRbMSoscPY0iDHcA1HxwLHCiOAgnASUzhETTdGWI0d9uPvCiA3lAQkluMuPJV0TDfemH8m3cUq3EUlXK8IWxo4CD8OsNImXEFcGYCBKVQyJcLbjiunWrYB0l0oTL3QGEZqNF4YKcHDjc8W6OQ9ET513ZV8ruKpBQRZz9AzgoYnpB2fH+9KtdWPiSVTYRAC95EEnOz66Eah/kXCGj6KdvTRRzN69Gjuuecef5Gwiy66iAEDBvixqk844QRuueUWTj31VCZNmsQvv/zC5MmTufHGG/0f3obkaS6GDx+e9v3yyy/n448/5h//+Icv0EL2/hLSf/gbkifIxuhTs2KEwPDuj2w3fKaIVR9qe10i5rrUkXm6tpQ6MstojjoEDa+jLoGxueqo7/+NVUe2/euqI9s1FeBOCamjvC2AaDTKPffc438/6KCDuPLKK7n66qu59dZb610NOfPFqiF5gjRbnwpEjBC25QlUnqjlOO5sLf9WkLiLeFluaIA020MNXHumjT9N3Rs4VmKVuo2UfRlQ6QDXW1XimSzK4zbkioKOb+s6SG82knIMME1JwjZBeOG+pAk4rmApJLYNBWFXILUd4YVT8Gwpz+a11cCwwA2hID1B15vJZOMuqGg5JpY0iAjba5PrqesgvFi5BpY0iCdzSEqTttFKErg2YtRIkhdKkIiGiNsm0rM1LWlgYRA2bGJW2Ht3MPzzlBdKkCeTtDKriTshLMcgikPUWwhNTXpaE8slP5IgaroBT8OGQ47p2t1xJ+Q6LnjHawhJjmn5x57w2pOwTTc2MK74qmaRRUzbc2ZwBfoc08KS7nWwHNMXXVMLgDnu7CxcT1q11ob6P9XFKFHfTbdsJZZ48WwdgWl6Io263xz32jsAhit0O4EwX+rWkrjCrm//qnexwPuOJN0GF4ZELd4sjHR7XCEdVXrKng72i9Jx73lh4Nva7nufqNXPOiapcrZQgv1anz59ePzxx9l555356quv2HPPPf1tTf3+v7H6VMuysCwrzTM2KPqZpukLq5lT5DPFp8xp8ZCyw4OhB4JinhIeM4XGzPioQFo7VH2Z3pbZ0jI9gYNCYGY+5VGsPFbD4TDhcNj3ks3Ly0sTmINlqIXWTNP0RVvlVWpZFvF4nFAo5Hu+hkIhbNv2j1MdmwqlqbxeVX3Bdqu6VLgD1ZbMkANBYTN4zbJ5Sqv6guERgt6qwb8dx/FD5qnzl83zNVh/UNzN9ITNvLcyBfyg17W6DzKF0S1hkbBff/2VW2+9lQ8//JDy8nL69u3LpEmT2H///dPyvfPOO1xyySXMnj2brbbaissvvzxtIfGG5lkbm92SoYWFhXTu3Jm5c+cCqenCmSNhy5cvp2PHjg3Ok43LL7+csrIy/7No0aImOw6FERC4ZGAUV6306a+Gq/5T07hkSnx1xTxcw1d5pQq1CFX6tCvHM4yC71GGcAgbtjvCrabgCHcBMa9BvsFpO66BHbdNT8A1fBFWLW5meKPkahqYG2fVFUBDhuOPQnuTIXxPh4QdIm6HqLSiWNIg4bjiaMwOIYGicIxW0Wpa51TTIlJNUSRGUSRGQThBUSRGbihJbihJXihJQThBfiiVXhSJ0SIaozhag8ANs5BrJskPJSgMxygKxyiOxMgPJ3BH903iTsg13tW1wjUgLdsglgwTNS3Cho2NK84q8dmRrveA5RgkLBM1hcrw4mspMdzwQhKETNezwPQWzDBMx/1fXUcR9LQA1Sf694u6loFt/j0FvodB0BNBOgLHdj+qFEHgfvMTvJcgIxWvVoXPCIY3QEIi8IOxsbGlUe+noRx66KG89NJLvPbaawwaNIjjjz+e3XbbjX//+9/+S3ZhYSEff/wxlZWV7Lnnnlx66aVMmjSJ888/3y+nIXk2JXr16uX3qeD2mdn6S8Mw/OllDcmTycboU7MjQGQxILx+M61DVOkEtsks2zKpSxBbWx0qranrEDR/HXWxvnUE/19bHdkE3s2ljvoE08w6gmlNWUfm9ayvjrruKTsJsvl+H5qDXr16UVNTw9KlS4Hs/WVpaSm2bafZqmvLk0nz9algIvz7Qc2qcQVU9UIeWMGegKDkCbnu4LGRkcdF2SJGYFFaZUMB/oC1Em5tJ2Dbeu1R9m3IsAkbblgtFQZKLZIbMjIHD6Q3C8q1bZOOOyvKdgzf+9PPKYUf9kAJd6ZwPLvXnY1mCEnYcOsxAvu66zSk7DZHCmqsMAknRGUiStwJ4UhB3DFJOCY1dhjLMcgNJWkRrqF1tIrW0WpaRqspjtRQ6NnDyu7NCyc8ezhBXihJYThObsiiKBKnMBwj13TTiiIxWudWURiO44qzNvmhOFHToiAcd/OE3bJbRGpccRZ3wWLLMVzniaCd7F2rpOfgURmLYiDJDbn2shJnla2sPJMTdsgLaRDy/1bnOGQ4fggv5cBieoslhzwBWC0wZ4bcaxwKuSWbhuMPCqgQGv57VNplF6kuUN0/XqixYB5F8N0s6AgjPVHZsYU7IOHllY5AmI4rvmbe7crO9gYOpK3e8WR6nxpwjJASEsm/Xp8KbPD3/43VpwZF4kyxMpt4HBT7MoXYTBE2M9xApgekQomMQfE1W0zRoLganLKfKTRmtj8o7mUTj4MevpZlkUgkfMFSpQnhxoVVoS5zcnKIRqP+/9Fo1Bdzw+EwkUiESCRCNBolFAr5+0YiEV+EVdPyg+UExVklCgfbqwRUFSYh6HkcPLfBfOoYg+EdgtdInXslGqvvSlzO5sGaKagGz3/we/A8B8+9OrdKbFXbM8NgBPcNCtmZ11Bd3+Yg6NGb7dMYbr/9doYPH853331HSUkJI0eO5OCDD2bmzJl+nh9++IHDDz+cU045hVWrVnH77bdzzjnn8NprrzUqT0PY5D1oMyktLWXhwoX+gj8tWrSgd+/eTJ06lbFjxwLug/Lxxx9z2mmnNThPNrKt8t7UtG1dCMsMhHAQnpGRmtpFylvA/yMVt0vdewIITt1KxfWS/jaBOxqdMiqEF/5AYBpgScNflVYIT8hFeTqkDCMVj1YiCBle3Bvvn9SMd7du20swBISEa5iZwsERwjPiXDHY8UVad1GFkOFOe1JeDtVWmKRjQhhyQkkMz+iKYGNLg1DYRsrUglsRw/UOsKXn2SEFYS9erBr5NoRDnpkg6Qmxrnev+3GkIGa5HrtIgS1c7wYJxKwQQkBxTrV/rtT0O3U9HEd4C4Clpu35MYGl8KdDSemJvp63QchwsGx3CpzyvFUvvf47sEyN9vuLC4AfgzYo6vsLuql4aep+MUA60g+h4Do3iXRj1PP+CBqHvrEo3H3SVpUVUFHTfCt1J6WJsZYYtA1l7Nixfj9RF9tttx1vvfXWeufZVJg1a1baImpDhw6t9WMyZcoU+vfvnxbqYW15MtkYfWpWQlEo6gyrfk+lpb34rCUtU3xaW/7G1sFmVEd99WbWsa7tXFsdDSljXepobBmbUh311bk+dfiqxXrUEa9wF3AL59Xb5C2JmTNnkpOTQ5s2bQC3v7z++uuZPXs222+/PeD2l4ZhsPvuuzc4TybN1qcCnTu0Qq4UEHZtIcNUsRCVrSl8sVbZJsoLUkBKyPQ+QU1CTTtXU8hTdrFrOypPXUembC9lY0npebA6YHpT3NXaAL4HpMQTFlN2k+F/vAXHhDv4GxI2EdMh6c2Q8o7ItZGV/ecdt+27HuDayFLgCFcoNoThxb/1bK6AUKgEyVDAfrWkQUg4gCvexu0Q+aEETihJxLDdEAtCEjEsCAkMHMyQm5Z0THdhNGkQMSwiuPFyAd8uNkOpsFRhwyHHcR0rwoZNjpmkxg77bQXXcUGFIqixw9hOataYIb3FupRjhReOoWVeNbnhJEnH8GatueHWwPN+RfqhLZSAr0RrKQWmF9MV6dnFpJxA3MW9XA/aSMj2hXoV3stdcMzwRePgvenYRvp9o9R+mXpnUjaycnJApN6/hHDFeFvNePPyK6/XVLgDdazCFVa9MGEpGzvQubo3FHhLZ6Tb2Ol/J7GprGo+m7s5UEKJslX79+9PXl4eU6dO9cXbkpIS/vvf/3LFFVc0OE8mG6tPramp8UUyJcgFvSwhXQTL9JRUZPNGDW5T/2ebqRH00g2KjcH6Mqf5B8MAZJsKn+nNmZke9MINlqG8UZUXqZTSD2+g2hoUOaG2t6cSOIOLd2W2wzAM3zNXeQgH26HEy6DXqYp5a5omubm5fpiBzOuVGQ836L2a7XoGRU8lRgePKUgwpEXw/AdDHqjrFPxf5csMm5EpZGaGZ8i8BzK9cIPeuNkW8dsYNKUH7RNPPJH2/ZprruHxxx/nzTffpH///gD84x//oG/fvkycOBGAI488kldffZW7776bI444osF5GsIm7UEbj8cZMWIEH3/8McuWLePbb7/liCOOoHXr1hx33HF+vssuu4wnn3ySF198kYULF3LuuedSU1OTFgKhIXmag7xQmFBAdIXUCLQQ6kddiW7po6meneqLg/7IrbdgmOOJhMoADG5X3gu2NEjanrenbXpGReqNLBVOIWXUKk8ENQouA0aGIBWLyz8eUtO9lCEuCYZVMFDTlQzhEDEcEk4I4Y3m54US3rQokzXxPCqtqB/nNSRSsaZcI0v4I/RqAQBbCmK2O71LeVMKcD1knRAxO0SNHaY8kUNVMkJV0ivfO39J22R1PJeyeC6m4dAqp5qIkVogTKjpckJ6nrCep4R0TfiQkfJMdv92DW7TkL5orl5m/BcYJcwGBFnHMfxQAwJlNHrn2AuRIbxQDEqsVfeFGnkX3r0iBN50KjdReeuq8+gWmvIQSFu8IGgbOKnva6prmi0od/AlL9tHk+LUU0/lX//6FwsXLuSPP/7g/PPPZ9q0af6PCcCECRNYsWIFF198MYsWLeKZZ57h+eef57LLLmtUnk0GYUDUiz8cvH/rEp5kxifbtoaytjqy5WmKOjLb3xx11JVWV/nNXUd95f1V61jbfdOQOuJlkKhsYMWbH/fffz8333wzP//8M0uXLuWJJ57gtttu47zzzvNf9IcPH86AAQM444wz+PXXX5k+fTqXX345p5xyCu3atWtwnk2J4kgUU0rUAlyOEutE+sMa9Fb0nQRE4DaRXoL6GvCetG03/JNr0wps2/R2Fv6gvJrNZXu2rZq2rqbg245B3DK9QfvUugtqwF4NlrtNSTk5hAw3FBYIV5z1mqpsJIEn6AZueDUwr8RnoQb4A0KsAC9GbcqRITjrLGpaJGwTyzEJCYeIYZHv2cEhw6YqGWV1PI8KK0rcDvnhxlQoLlu6YQ+UrW15M4lcG949Nw7Cs3/DONLwBWw88TNmu44Rccu1kSuSUcriOdRYYSqTEeJe+1Q4gaRtUpHIYWV1PtXJCNGQRetcV5x1PYtT3sXqGqhQYabheA4iwjun+HazwG1PyFS2M/45V84PQQE2ZcsqYdm1eX07UOIuGBaYgWYY3rJ1TtCeds+FoWzqgPe2cmaQpMJ1pBwwAufYX2ws3XlC2dquIR94BtT7ngp9kOm9G+h7LRxKy6vYUpk5cyYnnngi06dPZ/ny5UydOpWTTjqJgQMHMmzYMADy8vI455xzmDRpEp999hlz5szh1FNPpWfPnhx++OENztNcqCn9SuyC9IW26gtvkynCBqfJq78zxbfgR20LLrKVTWAN1hWc3p8pCisywyVktlERDNsQFHiVt6by4g2Hw5im6S8elkwm085VNi/eYHszz4tCibOWZZFMJv2yE4mEf+7UeamuriYej/txbJXAGRRegwufBY8lKIYq8Th4fTPF22wiffD6BfMFF48Lej1nnttM7+XM8oLer9k8r4P3ROa5Vd/rcsrZ0DSlB20msViMsrIyWrRo4ad99dVX7L333mn5hg8fzrfffut7TDckT0PYpD1oo9EoV155JbfddhuzZs2iZcuW7Lnnnjz//PO0atXKz3fcccdRXV3N9ddfz7Jly+jbty8fffRR2mrpDcnTHERME2GlHg41JSzoHUtgSpYSOVMeCiljFpSHQsr7QIA/6ivAF1RVHsPzEAh7xoiathQ1XaNEGURmIAh+0ouzFPKmnimjz5FuHFiVX/UHyiCzHNd7QA0LOJ5HrTJywTXuhWfw246BKSxCpkN+KIGUrkFZZUWoTEYIG6nQDLY3Hc0BDOGKzikvX+FNtzK8MAs2tgy5HgJWmOpkhOpkmOJojIpEFEcKcsNJEraJKSRSQMucGtfgzXiJEEISQoIBcSvkHZd7DUPCnTpnqfNlpi8gEAxdYBrSi0Xr2l+GkJ7Q7hrtKjZVahE40gxM6cW4FUqFBS92sMog/Lb5bVeWXsB4FYZ0YyKr+wn17uQZk5metQHRNt5IT9WmxMHAqWO8qa70vyrXXHMNN9xwA1dddRWO49CnTx++/PJLBg8e7Ofp3r07U6ZM4ZJLLmHnnXemY8eOPPLII4wZM6ZReTYdBIRy/T+DyT5yLdvU9mx6v68+ZK96rXUEBz/qq6OusYZsdQjqfFY3Wh2Z+9VXR1356qoDmr6OYL5NoY662Nh1ZN43ja3DscHZcqfjnnzyyUyePJljjjmGZcuWsfXWW/N///d/aSuEG4bBW2+9xYUXXsjee+9NNBpl3Lhx3HzzzY3KsymRa4bASr/Ytm24sfPVoK5HetxZQHoCrCPceJ8BMTd4gxlCpsX3VN6VgLcoFf5CY2qQG1xx1sD1cAT8GWKWZ+NGTNc2dAVC6Q9U+w4SSM92C/nhv0B5zDpY0vQEVddWDilBD+kLeqYnTCY9r1QlCqvQS0Ex2/Q8ZZH4oqXlhQ4whcQ0LXK9GWRWKEnSMamyIlRbEX8WWtS0MEjFxVVxYm3hCqgqLmzIcEfWk45bvutl6x5z3A5TGI5jS0GVFaXaihBLhgibNrmhJKtjeUigMBqnPB4lP5IglgwRMhyKc2qI5NiEhOPPgrM9oTvpqNi/DoZIhQFTAq8Q7vuGihtsOUpskH5acOE5Q0jX09S7tkqAdsV1wxNWU17K7oJeyoPVE+U9c1aJ+r6w6+UTEvyJWcJLlymBPvju5S5o5v1vuKHd1DubbZvejDeBMBwcL/QZhichi9QYRXBxMYVytlDtwBZIIYgHvP+2NHbZZRcOOuggLrroIn777Tc6duzIuHHjuPTSS9MEpZtuuolIJMJJJ53khxT78MMP0xYtakie5kCJgaodwXinkC7YBQWybCEEICWuZXpfBr0y1ffgdPxMT9HgdPxguZCKRZu5SFamh2awTZmeopltrOuYVT1q0S/btv0QCMrrWNUfPCblFRv0+s0U6wzDIJlM+qJsbm4uNTU1fp3qXITDYfLy8mq1MdMzVsW9DXqvBs+vOvagZ25mCIOgF7BlWX5atpAS6hizebwG6wnmycwfDJ0ArodyIpGoJeZmDiJkblfCfXNQnxCr0jMX+Wuoh/yVV14JwFFHHeWnLVu2rNaCg+3atSORSLB69Wratm3boDwNYZMWaAH23nvvWkp0Ns444wzOOOOM9c6zsQmbpi+eSekGojeERJiuQaOmtaQWdPJGaNUoceAlUY3gqkTDC5kQHNlVxptUA7ReeY4USNtAmLY3BStdiLQwMHH8coSAhB3C9ERScI1ItZvyBEiq6UakDA+1SFjQMLW9QP8mkoiZBCGJy7CX1/YW8ZLkmEkMkYpjG/QQUAsOxK0Q4ZCNlBA1XeOs2ooggaJIzDf8pCGImBZ54QRSusZhYSTuG7oh4Y7Y55pJ9xgFOI6ZEsdFKhQEuB4RCc+bwf3uek6ETduPw5sKsiB9g1mJ5lIK1yAPeDz7grx3fYUAPAMwfcVZr3M2pbv6qxLoA/eI/9ojcWPPumq4m66Ee3DvOXdOnm80ulZsFoUk0E9LkRpY2NgkHQOjjlXKks25etkmSLdu3XjsscfWmm/w4MF8/vnn651nkyGcU//2bMJpXd/r23dLr2NtZeo6mq6OhrBZ1CGhGQfwNjR5eXlceeWVvkFfF+3bt+e5555b7zybCpFwyBWL1PitI/z4+QiJaaQWPFULNKnFZAEQ3sA1KQcEZau4dgmBe0t5MHoiqrJ7PIFVSnfBVSnxB9KldBfgUuG8HGn6XpvpYwqueKbiyQan0CsbrcYKEzFshGHjoEIPpFCht6R0Fy01cTyBVPgODrZn+0aN1GCFG4tWYOB6BKvwXYZwcAw3Rq+DICRs304OG64Iqso1RcoT163H8O0eyzGpSYaJhCyipk1lMkKLaA2WY1KZiPoLBUeiNSSl6e1r+mEO3HPknq2wadMipwbLMcgLJTFy3GOOmhZ5oYT/LiBE+piO9M6Bsr0dT7S1vfi+lkyJ6O6CYMJfAyMYmsJ1DLGR0nW6UGWo+8lxDJLJlBia6ZAihLo33ES14K0wCIQzwAtT4DbeMB03HEJgDYbMQUN1fyu73bE8R4rAGIV0UuWqmYNepInA4Jf0bfdUG9SMOi9TMC/NZHBvBIQQ/O1vf+Nvf/tbvflM02TSpElMmjRpvfI0B0p4A/xp6ioWadDTLpuAmRkuINMjs65FwYLes0FR0LbtNO9YhdoWDofTyrdtOy1ObWZs0qCgl1lethAF6u+gwJg5VT8odAbLU2KqCk0QCoVwHIdIJOIvxAb4oQlUXaFQyD8PpmmSk5Pj16EEzkgkkiauBo8xKA6qxcmCIQgcx/HrCB67KivTw1i1M1us2WzXMtNLWYWICM5kzRRj1fUMisv1if5BETdb6INge5qDoMCcbRuQFr4P4Nprr+W6666rt9wHHniA++67jzfeeKPetapg7YtjNzRPJpu8QLulEwmHEIFRYdeIECljQJklMjVq7Hs7oow/72HyPWvBfSFSZpUnjPreBZ4R4RmtACHTFW59m1Omj1ibvoHk2gaWo6ZLQdIxCQnbF02VRwEBmVdNKAt5HrnKk0AZypJUHFqJ62SrYrUqEVQEVuT1DUZPvBWGu7IsgB32Fh7wzoUpXAMy4Y3oq/AIEWn4oq8ZdYgYNglvmwAipu0vYGCK2qaQgesla3vTxZSnrCkcUG32jPakY3rXUKZWMhYOcTvkjrqjrr30PFC8S4hrqDlOakqWss9UfC2/Azddj91UHCy3PuEtRGbZBtKrOyi1BuMS+0KumRoAkI7wLoi6lQLibCBObpWVTOvYNyZuDOLsPxCyEYuEabZgIoVrz5MmCGwgdB0bt461lbGl1NEUbKg67AQkKjZAwZrmJC8aQUgjTahy7ZvUYLxKdwe0hbcWgLJlDd8uEpCyZ9UgMaREMVID0a6vqXezeo6nSsDyB7aVwCXVrDTXW1cJgGp5VDXI77cTfMHZEO5AuhtvNBVjVU1/V7a3sg9970rprXWAW5CJK1pHvLAGUqZmmbn7mRjCwfbcNZVNbHoinHJGcMN6eQPqXp6QZ28bQtmjBlEzScTwRFFpUhiOeQucQdiwMAREQklyTCtNILUcd/ZZwjBRIROiuE4RKkQBuA4MDoKcUNITkFPOHgJ88dwX571zpMIVGOCJs8H1F1yPYke65y1kpLxwVdmWnbrXQoZDLBnyynfDYCBTdjGkvJOldO8D5UHrDygAAjcMhT+nzFfuvQEB7/3Cfx9Tob8EhMO2uxiYWnPCf/cyXO9YzwZHzX5ToQsEvpNF0M5W9wMi9cyougI3hvunAWuacd0HzfoTXIgqOLVfiWxBATRz+jukxDf1d10iW7AMSE1vD4pFSuAMlqU+QZERSGtnUJwLin6Z9QaF48zjyTyuuo438zgyRemgp6xKVwuIqWNTebItzFWXeBY8p5kCpUrP9KhVeQzD8IVXdY1V3clkMk0AzRS+g164mWJ3pkCcKdgGBXDlkRu85sFrkrkYmjoXwfTMWL+Z5ycnZy0OMBuIhnjQLlq0iKKiIj99bd6zjz76KBdccAEvvvgiBx10UNq2jh071lpwcMWKFUSjUVq2bNngPA1BC7TNTE4ohGkZJL3vSqRNV9ECHbL6X6qp894NSmqxBPd/4dutUnngStcg9j12Eb4h42O4+eNWyDVuPMEvuMiUGrlW8aEihu0bJhEv5EDIcAgLG8dILRoR8RY+ACUuuyEMhPAWN1Aj3X67hCdKpzoJUzhYIjViDobvGaziXEVDrueugzvFLWw41BD2Ynw5xGTIPy8SiYFaWMw1bh3P68INKeAJ0bgGU8RbhdZ2DN9D2SA1yq/2V8KwbaSmainBVU2VA3faXsi0fePbtg3vWqbioImgYWuqmLuplxXXqPMEee98STXS7p3tlGGa+ULj3gfSu86OI0jr6oS6iUTqO6TFnlX3qB0IzbGxSUrhvijWsU2jIadF9nT/hYzs4lRQtFpXIa6p6giW01x1ZL406jo2XB1pfew6lLGp1AFumAPNFkV+JIyR9AQ6qWJyOjiePSRIiUzBGVSGSN0oErzwBXjb3eH71MyilNCbNg1d2UaGt92buq7KlMruAUI4SP9l2v3fHRxPCYquIJmyiQBfnA15nr8G0vfsVPtGDNsXMEOe/RsW7n5qnQTLX2dBnQNltzogBCFsLGkSFsq/Uy1am4p767bB8YRcg7BwsLyyTe9/4Z1nQwpsXFvTkJY3S83EkoIQrnNBxLCJ2WGkITCk61hhyXBALHe9hFPHqGxsx49xq8IKKASu/R7C9mL3ums9RAx3RlvIcBDSIOntZXqz7FQ4LoEkYtrYjkHCMdO6EnXfmN7MNCHccBqRsAXSC60hJJblOSGIlNCu7j9XXHC3CS/mLd77ktt44a29EJxZJn1h1X1/CorQbr3uTSNwHK/swMJmafeqkNiW9z6QKcCKQDtQjSQVakGV522XhsAKvBtqNj8SiUQtT9m6YtFmm66uyPSKzeaxmi08QqYXpypLiYiqflWO2h70Zg3mCy7iFfT6VceTKS5mE24z2x8UPTPPQTB8QrD+oAgrhEgTSDO9ToMeukEv0aAQqbYrz9xg29Q5CQqmQeEzGNtXeeoGQxco8TgYmiEzHrBCechmisDBc5YtFEEwHnFdIr4SkoPHHbwfM69hcH8hRLOFOGjIImFFRUVpAm19PPbYY0yYMIHnn38+a4zqIUOG8Mknn6SlTZ06lYEDB/rCekPyNAQt0DYz+flRckMhguOgrkiLaxB43giG4f74B73I1XOiBEFfsANfUFTlAb5olxJ5BVK4wp4yfoLeAq6xnYrJpfZXBmkIhxzTIiIsikI15HjxrxLSJGI6vldttR12Y4RK4RmRIa88/P+F187g4hJxx0QFBFBTuVxPW8MXj5Uh6xp/KY9cVYYfQoDUYmUh9eLg4fjlCj9Grikcz7vY8c+j5ZiewCx9Y8nypp8l7FDaglS2I3CEG0M2P5RAIMkJJYkKi4hheTFmBYk89yVhdSKPWDJMjR2mJuGKyWrBDdOQ2HbqxUSdEyG86VfqxcQ7J44n8qa9rNgGVtJMlaFCG0DKUwVvNN83FAOCq3efuHkDxoH6KgUxy8J2HMI0vANqKpx6PGjrStf8hRACWnSrZ7v3/9oE2LUJo/W2oYnqqO+dbGPUEczfXHX4PxoNqGN9RPXNqY66tm3MOura5tjag3YLpFXLfHKESTX4A8oqXIH07DMcfHHU8KanW46BaTq+feE7JqhBaVSs2aBNK1KhDcjwjiR1+yoBTpWHV5+avZWwTFe4FKmAUyqUgVrgyfEKjJiu+Bfy1krICyUwcSgw4uSEkq4oKxyqnQg5ZtITMy1sDGo8uxc8O1EKEr7tqwYrvPMiJNLBC9/lPkzKa9aWrsep8vFUj7Lj2cKp/V1BLxXCLOXBqyxeta8K4eB4eWyvrJBw/LF4w7+G7nVQHs9hw0ZIb8EvJElcOz1oe9fYEVz72/2u7OKk464NEbPDnvBuuA4l3j0Tt0JEQha2Y5AfShDyZs0VhmOeqGz5CxQnHRMrz21zWSKXmnCYhG0SN8PEkmHXD0FAMmlghhzP5lZnPXVGHP9YPQcIR70nCW/RXeEvzgupexLAskzXqcI2vBlsKTtcuFouUjnSePu6M9wA711CCb1uw2TKblehzMAVjW0D70ZArQVRHtcetJszKgatIlMozAxNEBRDg6ER1L7B/zNFTbVNlanKCwp+lmXVEl0zxbxg6IRQKOTHiFVeqMoDVAmRmdP26yJTdAyelyBBwTmz3Mwygu0O7ptN7A6Wm01AVseRKYQqYTV4bpXA7TgO0WjUD7cQDKvgOI4vGtbU1KTFw1X1KTFPCaeZYrppmn7dQU/cYDtVG5PJZK1wEZnhAdT1yxZeIRgaQZUfPAcNiem6IWiIB21Deeqppzj77LN55plnGDVqlH/Ng8/Eueeey6677srNN9/M6aefznvvvccbb7zBa6+95pfTkDwNQQu0zUw0EiZkhz3xzDUSTC/mkWMbvrHmGOphE7W8FNWobWpVW/fHOzioYBgpwVbFSlJGL8L1YJDelB4hwTCl79EZNmyEbRDBwkqYlNv5WEkTK2liSldoDIXcEfaosEhiUBiJkx+J0aKwmoKcGjrmllEQjrHGzqPaiVBpR6lxIggkljQwBFiOa8iqlWhVbFkctdgXvlHtLm7gtjXkGVExL1xA1LT8RRgc4Y7wq9Vmk54HsRBqapsbu1YCkZCF5YQ8o9gdvbekgSElSQeqvJVppRe+IOaEkbjeszVWGMs2cWxBi2gNbXKr6BApp220gjyRpDIRYXVNHuWxPOJWiGQyRKWTQ1g6REJJ2jk1OEaMnHACJwcs06DKibAqkceaeB4W7vQ6O2m6xppMj7OmpmG5q8V6L0rKQgXX4PSnnHkvMWp/oV4TXEPUnyKYdO8/11B07xuUd7ch3b89Y9Z9YWhcZ9iUJKVRjwetFmg1QI63sGSmmCQCaUGBk4x8QYLbM8vKRlPVUZ8QtrHqyPy7qerIJiTWVUe2ff/qdWQro646MrfVV0c26qojW3nCS9iCY9D+VcnNiRKyQiQTIX9RJiSuDSuFa0OY0r/0jiH8bsr2pqRLhOd16y4W5kjhL4yrPnjrH7hj5q4IZuPaPO5cKwDh27bgOS6o+9ARrljqTSm3HXdAXwp3arzhOSUIG8I4hKQkkQixxikAWxBPhMARmEgcW7iCn+EgJOSaSWJOiNxogkIRJ5qXoDivhmg4QZucSlpGqkgQotKJEnPC1DhhapyIFzNW+J6vppAkpQlSElbCIK6IaUmB45iuOGm4nrUhXG/duK1sVgNLysAaEQYQxpYGeWbCC0sGCWn6i/OqOLW2Y/iz2/BCOZi+fex5/0rX67bGDrsCqQy5s9uk67ygZpDF7BBJx/Rm1kkvr2tnq0XLqhIRQqZDeU0OUcMiP5ygTU4VhUaM9tFyikMxcoS7iG95PIfKRA7V8ShJxySZNKl2IsSdELlYmGFJKzuOIxOEIjahiI3MhbgRAiEps3Iot3Ioj+dgSRPDcK+htEz33pQCy/e+TsWAxbt//HU8wBVihUT1ZAJ3PQcESMvwbWsQbnxZmTLBwXt3c1I2No5IzZbz7GwAaZvus2F7z4Jj+PmVve3e481nc2vWH8uyiMVi/gJTwfRML8ZMATYokKnvdXnHZhMlgwJcUKT9f/bePFqzrC7v/+y9z/BOd6yhq3qkG2XQRiAMghEBFQO2KIozKogoICauoGhI9CeiDEZM4lJWgtJiaFBQ1EQgC5cmAgImCjEok4ANdFV1dY237vQO55y99++PPZz9vvXequqmuobmfte6dd97pr3PPuc99ZxnP9/nO0u8BRIQWsVv+B0IvjzPo4LVWkun06Hb7bK8vEy322UwGJBlWdyvruspO4WUkJ0tsBWWAVPnlvY7JUlDH9JzCirLWUI2rAPI8zye0+y4WGupqmpKJZqqXcM5WWvp9/t0u136/X70tB2NRmxvbzMcDhmNRlPK6TzPo53FYDCIRHdd10wmE7a3t6O6dTKZnHU/pNcpJV5niekwJoGEnVWdhvVh22C/kO4zj5zeSb16qeJCFLQXGq973evQWvP93//9U8uf+9zncvvttwNw66238s53vpN/82/+Da961au4/vrr+e3f/m2e+cxnxu0vZJsLiV2C9jKHAFQj0T4tB0trSF9LUMZ7FSmiJ5KP8J98mGUNKew6fIkQLSDV0z5ezu/IxJlY4TYlVECttaQZZZitjMl6htgUDM8Isi2LmhhEbSlrg6ytn/TNQQjMUKMEbOd9NkrFF/ZI6mUBi5ru3hF7lje58eAJ9i5scLBcp7IZJ+oB27qM4EZ7JaqAWGUWhwOjp5ZTzcpI5NYeRGbCMNaZB7UyFlMwVjAxWVQWCE9Y5onvbPCn1UbGNCr3t/LpX4qqUl4p69oupEYay0O7J7mhs85ATMgM3L2xyGePXsP/3vpyNk8OaNZzxFAiGhAGhAarQNQgG4MwYDIH9HRPIEtD1q/pLo1ZXW4YdzVbWc5IF2gt/YuH9Spb64EcTqkS3oDCDWY8EY+7V6IdAoHYd7YYhNn+BAhGOwUt4r2CtNBIhCbO9rt7aKe3+fs/dhW0u3HeUBn4Z+KOJG34vBPpeiEEaDv7dWFtzG53rjZm97lYbezU7rw2ztenedvstnFltTF7rHO1cSH34Wxf5rWxGw+4kFKgaolpBEa2Vk5GexVnLaEGlEMgJnh5isTL0zrVZ7BhilZLnigzHus5L1mTeH2CCFlgPlpsG9RPxPs2FClT0mCsdASmFjTDHDuSiM0MMRTITYnatmRDh3OltpQTX4xr4jG0BIRANhZdlWRAlfc4qSTNQFIvCupFAT1LsTKh061Y3bPBtXtOs9zfZk+x5Qp2mZJTdZ+Jn+xvLRCccjZ8bSqTuXPzCsraKpAOH2srsZiIY51Vl/BqVY0ARjr32wUCHDKhsTgLrspnq4WxNcLhqczj48YoyIjbhnYak1H5wrmNlTSyYbsu6WY161XHkbbe7qIxklI1CAPXl+vc0jtNb6lhICZIA2ujHnedWuHDW1/GmWGX0VqXerNAjARiIjwmtcgaTN7iaKkNogGrBDbz91NXQGnJck0+qOksTFhdaKg7mm2VMSaj0tKRq1oiC41p/INNgm18VmKtsDKaxYGR2KCU9e8k0SNZErG1v63jO03kSqwTQQiBm7QI5G6imo34G/e9oXGYXAQVr23v6bZw725cjWGMYTKZTHmRNk0TSb/gjzpP0ZiSlykBt5NHakpWzqbOh21Tr9Lt7W22trY4c+YMGxsbnDlzhu3t7ajy1FpTVVXc31rLZDJBCEGe53S7XVZWVlheXmZ5eZm9e/dy4MABrrvuOhYWFiIhOh6Po0I09C/ErGIzTblPPV/TsQhEYiA9U6uBdCyCWjhtO2wTCOOU2AUYj8dntSeEYM+ePfR6vUhmHz9+nLvuuou1tTWOHz/OmTNnGA6HsYhZaCMQu0As0Nbv9ynLkoWFBVZXV1laWqIsy1g4LrUhmCVpU5uIedd7no1D2H7WYiEd45TQnSXEw/6Xi6i9mAraj33sYxe03Td90zfxTd/0TV/0NueLXYL2MkeRK7o2d38kqeat72zw4fK+XNoBBadoDFu4/+BN9HHyM7XJ/90hlQuI2wViNtzDxgj0sMSeyZDHM/J16K0ZOsdrihNj1NYEWWna6eTA6tEeqNHut5SQKawSmE6OXihpFkvOdLscufFa9B5NZ/+Y1ZVNDuw5zdJgyIHOBmdMF2MlJ+sBG7oT07gqoFQ12mbeu9algjnA2fpTZb5oWAxPyEZgSgBD7gVh1OSMdYY2boa/9koCJRyIr7VEyra4Q09V7M222ZOPuLbcpCcqrIHPr+3jb47czD1HVxid7JKdlKiJRY4NCycqsuE2crtGGIuo/RhKAZMaoS3kmR83gc0lpszQHUUzKBkv9KmXFWoFOquGekVT5wIyf+397L/VIhYKc0DTtsUJBFjtxsLN0vsbJNxnyT0x9QPEtK30TTt9FvvttNj5QXl/h7tP5oNVs8sO7AZAZwVnWKjnE0YpuQnTxNIsgXYhBOf90QYz21ysNuYda6flKfF2MduYPca52pjX5rnG5ELbmN3/ampj3naXo43ZfcNv07AbD6woi4yezh2pl9gwBbskK/Aemg5/RuxJSBt3WDZ42qc+rda22WJBmWuSdPGgzkwjPb4Q0186gXWZX+Mcu5khTmVkW4Ji05JvGspTDcXpCWpYIUcel6UAOWJe2uXGuv9PjAUlHe5VEqsktszQvQLdzzCdHid7fe46eAN6xSCXGgarQ5YG2+xZ3mSxP+TG7ikQsGVKBHC66bHZdJzS1lskjHVGP6vQVjLxqlmwsYBXsBkIaljlfW6Ds631al1jBRrp7A2ixZkbJWMhFxptBZO6YKIzau2wsRKGSmdoKyiUptJORVvpzBXDlcofD3qyYl++xUo2Zjkbs5qPKEWDNXBsa4k7j+7l82f2sHm8z3i9RJ2R5FtujNXIMDhVoyYj1LBGVI27prVPe86kk0HXGqENZJnD08Zj6ExiSoXJJLqX0XQ76F5GvaBgAYpFi1y06CVNnbX2EFiiGMEafKEv4b1pPUTHq2b9PYjF2xj4ezmxKUAGMldM/T/gXp38FyQsDP63dnrbKSze3swIA7Xd9fW+miMQlMAUAZYSZ7NK0LBNSo6l6scQKSl3IURa0zRsbGxw6tQpjh8/zvr6Omtra5w8eZK1tTVGo9GUX+6s7+msijUoOjudDv1+P/7ccMMN7Nmzh4MHD7J3717279/PwsIC3W6Xuq4xxjAej8+yDQjkcZqiP0vezvNInacoDetSJWsgQNMIBHE4lyzLIoHa7/dRSlFVFceOHeMf//Efueuuuzhx4gQnT56kaRq2t7fj2I3H4ylPWiCqbgMJL6Ukz3OKoqDT6dDr9RgMBiwvL7OyssLq6iqrq6vRWiJcz3nXPlU+h3MBpgqQBcJ2nk3GrIp41hZjNu6Nt+rFjItJ0F5psUvQXubIlGTBFE5pYESbbm6BRhCMlGz4P9//vy+CVxJh44SoS5SyCItUtsUBVsSUHB0WNRKxqZAncjpHBd1jDZ17tslPjZB1cL0XgIQiGNwDOhC0FmEsNE1LPHoSV1QNYlShTm1SABQ5/Y87AFvv7bK9vMonl/cwvlGi9tT094xYXd1k/8I615XrzjpBWrabnJrMKUiNZGwzaquib2wAiMO6QAhLpTOXvuVVF0EZG312sfSKiu2qoFCaUZ37MYOqyVgsxixn2yx1R+wptrmxPENtFKMqZ33Y464Te/nb01/G+qk+9SgjOy7pnGjoHR2xsLWGmmgYV+78tR8jKYPXBLbM23ETAqoGpMQaEFojJ4Zs3VLe7QjvQHJP9nWY7Cmo9ghG1xrqPtgseTBrn/AnLFhfTTngwPASJLy3lbTYxt0LUSHr/a2iOlYkN14kXkQEjSLuA7VpaJrLM4umvWJ6p3W7sRt0V0DlMO+l5lxkKDPL7y3Zdb42zkX2nuvz+dqYt99Obcw7xk5xPlJ1dt/7o43Z456rjfNd0wdKG7PHvZLasAbG6zscfDeu1ihyxZIpMJXDHQHOgIcLTVCxOj9+AyDaIktALKjU4lmHW6xtMW1b0JRIZAllPUEWbBAS4kxaGuFsqqwRMJTI9Qx1WlGesJSnDeWpMcWpkSNjre9QIF5VBpkITLDzC7O2/Wwswhh3XwsJihb3GhB1jR1OkKc2ybEO9xU5g0xgpcB0Mur9PTY6PU4t7GN8bQZ7G7KuZrC6zeLikIXuiAP9DbSSlHmDkob1uoMQMDRFtO2qjKLSirHOvUjBUGnn9TrRTnmrpKHWMtZKCHUmKu3wvPZ1HarGWQDkUkc83c1qtitH1C53RlSNojGSXGiW5IilYkRfTVjKx9xYnkFiGdY5dZOxNe5wbG2JT25ez/pan+Fmh6ZWyFOS8rShWKtZODlhaTx02XhVjZjU0BiHjYMSTAhHgCOwmYIic9sJgZUS4XGnDe8dWiMrf81OWUfmWoMtckwno1nqUK0WVEs5zUAw2W+pVg1NLpxq1dts0AiHkSOmBlNnCa4WiVghqGOtOwa49zqZ4GuI2wstPHHr/3OwwilqI85m+m/j8XaYIzCwtb3rQXs1h9aazc3NSEymRGxQLQav19mCWoEkC56mqXcotORkUJGGZYEgDMep65r19XXuuecejh49yokTJzh27Bibm5tnFZvK8zz2PSX1AskXjhmWV1XFeDxmbW0tKms/9alPkWUZe/bsod/vs3fvXm644QZWV1fZv38/e/bsYWVlhU6nE9sLquKgLA5/B5Ix9WsNytSUCE1JyPC7KAqqqkIpRV3X9Hq9SACXZUmn06EoCnq9Hr1eL1oObGxscOTIEY4ePcqpU6fY3t7mnnvu4eTJk5w4cYLxeBxV0eG6pgRyaDtV0qb+sFrr2E7YptPpMBgM4tjs3buXa6+9lm63O1clDERV9qySNvjjhmsf7sOU6J/1RU7vp9ltZycRLnVcTIuDKy12CdrLHEpJlmQHsZ1hpW3JWQSiEVjpgIDJvX+WDMBA+v/oBVpaBxi8P60IZJpwxKxV1lcm9eHTaLSQMBR07lL0Dlu6R0eUpybIceNnoqVTdgrhlLHB7NZ6tYDWjpSNzvue7LPWzWrbBmuM285tAFojN92x1OktKEs3490tMN2Mpqs4tbqPe5avoV5VmH2GbLlhsDBiYXmb5cGIG7pnyDKNldBXFZu6RGGY2AyFI55PVgMUjpgtVBMJ265y9WNza3jY4AQjnXFS91iQFaWsqYxiXOc0jVNanDi5yKHRft6/2WNz2EXco8hPW7ItQ3GmZmV9iBw1bpZ/c4QdjR2ozLIIyuP4yBZkkinEpMZKGUGoFX4bayFTbr/cyWRlY5CnRuTHt+iXGfW+PpN9HbavzRjvgWrZYlU7zFaJeH8gaD1jA1EQSN1AtOp2ndDOP8vdRomPW5jJD4oXQISULMA2l2/GatfiYDfOG51lyHtQj+eTiLOk4SwpFZal24o563eKi9HG+TDQvP0upI10/fnamD3GudqYd8yd2jhXPy9VG7PHvNxtzB7vam5DV3Ma2Y2rOVSm2Jt1EVsZNrPtJfcEl6gdMWWVdRCkcWn7Rnksa/EYiEhgRTwLoENZLCIOCQKEMMkcRa6C1ppJAJVEbUqKuxXdY1CebiiPD8m2aic80B7PSkUUIWjjcJf2+FcbUP6mr5tI9Dkc1GImi3UT8YG0CLg3ELzCQN0gtQZtUFKSH9+K+NqWGaabgxTUgw6nF3scX1D845JED8DsteSDhk63YrA4otObsNwdsa/cICsbrAQpDX1Zc7rp0ZUVI5O7IbESJTUnqgXHJwtLYxUdVTOsC2/t5XxqAaS17Mm3ubm3zolJlzXdpZCaJTWhQaB7glFTODK8lmxudDm+vcpdVcH/2XZer/VmjjohyDYt2bZFbTfkGw2ro23kuEFONHJ7AuMJduLTpDMVBQwUxfR7ReavEUCZ+0w9sLly7xp4sjSKQ/w7Cu76ULjlwhjUSKM21ykPWWyRoZe7VCslk7054z2SahmqBTClnVK12sy2GDjg6vR5J60jVJV134UEG8tGxN2mMDZ4HYVon5mGiLGtJG4H03hbGGgmVzcB8aUeWms2NjbY3t6eIriC1UEgHfM8j6TaTkW70hR+YMq2IC1+FbYLxOznP/957r77bo4dO8b6+npUdUopY/uzhaOClUCa5h4iJQJnybNgn2CtZX19PZ5XSoamtgjXXHMNy8vLLC4usrq6yuLiIoPBII5FnuexqFZKGI9Go6nxDP0IHrJSSvbs2RPJ1E6nE/sXLBxGoxFHjx5la2uLjY0NNjY2uOeee1hbW2N7eztaPgR17HA4jIRnIE2zLJsirlNiPFzf1G4g9FkpFfsbCOdTp05x4sQJOp0Oq6urfOELX+DAgQPs3buXpaWluG+45im5nhaDs9aS5/kUyTrr5TvrSZzel6l6O73ndirqdn/HroJ2N+63kEqyKAvk0P1vb13tK/efssETdn4CX4kWuPr/yIXxJG4oCGr9f+Lh5VvZlowT/u9aILcV3ROw/I8NvUObyI0xotEgPECyDmCGWWwb1APhoResDDygtU0DtTc2t9bjUgFKuXaboNf1IEpKR+42Lt1fDMeoTKGEoPyC3yZTEbiaTsn6yoDje3OaRdCLwLImW6pRZUO/O6ZXVpRZQ6+YoISlUJocQ2lr+rZ2vmYaJjZjVJX8340bGVc5Z9b71FsFo0mBWc9QmwK1BdmmIduoybYbOrWhW22RnR66dCtjHWC3gcl0F0lIAUJijSvCwFi7cwVsXbfgcZS5FxPpxshK6Zhl4cbG2sodz+DGMJTDzRSiNhSHzlAcVfS+0GWyv8/ompzhNYLJHjCZRdTEe8LdCyLeA1ZZxKgFr+5e80Ss9/USfrnJmVJupyG8cjZ8Fsq2L+qXOJpzFAnbSVm7G19ikfcdQStOTy+fJTRnIyWbdtr2fCTqA62NnWK3jYvbRnx+X0Ab87a5UtrYjQdkKCVZyUrk2GE2K3BqUj85LGtHzlILR3YZk0zwiun7xfjCSgHPgse07YSx38tt43FtdDnIXDtiJMm2Bf2jsHBnTXl8E7U1cenxwX4r3PCeRBUBtwacC+1keZi81t7KwJOvtmmwOpoHtO4HweqAZB9Bi5+Vz5WfTGBSefwrUOtuPyUEnUA2essEU2bYUmE6OZPOElurOXcvKkwfmj7YRYvqN8hBg8wN/XKMyjWLpVNY9jtjhBVkSlPIhomxdLOaPjV142osmEpSWcW4LrnHFBw5uYdRVbKx2aXZzqmrjPGkQG76/m6DGlnUUJNtNahRgzSC1ckYMdlCrY8deWqMF3jYFi9jwViHk5VsMbP1/ojGK5PDuE7C5I6F4chhZgHUNTYd7+TauXcRp6IVxjocrbzwQbqaH0IbsmMbZMcF3c9n6MUu9WqX8Z6MyapkvAL1krvHRJOQsukzL5yScCSumEhsbZ3oIcw1BPu5gLc9lyEbR8KanJj0ttMzduo74LG3qK9uAuJLPay1bG1tMRqNgDZNPE3lDwRUmkIeCMngs5p6i6bkWrAaCH9nWcZkMmFra4u7776bT3/60xw7dozRaBSVlaFfqVIybRdawjb0IfVWTQnicLxULRp+Uj/V0WgU+3n48OFIboZU/7IsWVlZYWVlhaWlJRYXF1leXmZpaYlutxt/siyj2+3Gcw1kZEqKBhL29OnTjMdjTp06xdbWFsPhkDNnzrC1tcXm5iZbW1vx2oTCaBsbG1EVO0taz1oBBGVsiNQ+IZDKwQc3JVBnr2U4j0C8VlXF3XffzfHjxzl8+DB79uxh//79UX0clLGzdg9h/JVSDIdDoCWuA5k767sbFMwp+Ruu8axX8Kw9xKWKXQXtbtyvIbsC+pX7fzmkxmiXtiWkKwAlC43yBcOCKX2ocKuU8VypjIUQgr2BEPjf7n99a0FvFuSbgs4JyLcsul9QLzolq9BOCSCMxUgwnl/NtmrksEYOKwgPHSmduqDTweQKEYCQD6s82StwgLRxDyBTZuiucsrTUQ21V+cGMlfISNCSK6QGMbF0TmvyoUCXkqYrqQc5db+g6gm2C9AFmAJMkTyUJH4G3AGsaA01cWn8soFiA7KhJa8hHxqyoSEbatR2jZw4dYJzRlPQ6UBu/AuFbc/PWKwSNP0MgUQNa6xfRqY8wDOxPpHzyzKehPVAtdaOJFcKshwz6FAvl+ieQlaGbOSApc2k50HdtVKVpdg06FKhOzDZb7AdA9LbW8STdvdBwH5CWIwO/yH7lyVP1lrjX6gC6TqrwA3WBrjtBTCuNdpcnlk0Y8/hQbvD8t34EgshQMzxSTof0SZ2+JzG+ci43TYubhv3hoy+mts436PrSmvjXFFvn2eD3bgaQ3UkdqkGXzwpnajVjWwxbSOQpUZIi/Iq2VhgidZfVnnLA20E1rhiYymmBc/DCYdhgg2TsQK9naFGis4JQeekw0ym5+yhjBIeo+IwrvXqG2UxyhMYQ+09TzViXDlsCo5UFcKRzwHvgicdnXMu1mKlcLgX2u+FMU5dKwW2yGh6GWiNGjaupoNX1Ub1aIqB/QS+w8EWUYGqNVkjKU9bTCFpOhLdkTTdDnVPUJcwLJawEg53wSowuSeJDe4cwI2/BFGJqe+waARq4vZTY8i2IRuBqixdC/mWiXg0264RtUFUDTaTCGOc5YDIEV1acjq8F6R4WYDNZIuZtypHxhrjMgaVikXRnNUagHXja6xXQDsMbMHZIwTRiFIIKTGlu/a6l6O70uHlkXbEaO6ED67mh7t+onHnVmwZbObU26YQ1MsG23Xe9cFaI/U/Fv5+DkuCniJYbsRtLa1tgQ0+zLjJBS3idyhep4TcdRMFthVTANvsZiVc7dHtdjlw4EAkW4FIXAayryiKs5SwgXwKasm0+NMsSZr6sFZVxdraGidOnGA0GrGwsBAVmCnxGMhdrTXb29tMJpOpgl5BYdvpdGIfUkIwVftC6+daliVFUTAajZhMJlNWBel+oUBaUN0aY9jY2KDT6URf28FgQLfbJc/zaIlQFMVUH1K1bxjT0WiEtZbxeMzm5ibD4ZCmaRgOhwyHQ8bj8ZTnbjiPoiiiCje1kwjXIdgkTCaTqTEMZGyqlk0LcYVxD6raoCYO5xeUvuEeSNWuwQ4h7LN37146nc5c4jft76zqelb1HMjhcF8GAj/cd7PFygaDwdS9d6liV0G7G/dbCCHYtzpADnX0LQphtPQAFLJMI4QDtmGrUERBSTfLLIyrfisS4BsnlH1l3GatIL87o3/Y0jltaDoKuo4YlbUjWJuupOkKss2aztFtso0K0RhsrtDLXZD9CCaFNohKg3LA1ARQaSymUN6o3y1rfaJgspKju4J8U1OeqsjXfQGyyqsc3AlGoB/2zRpDtgWFks7LK3cFAax0gFIX0iuNHQgHMJloAbnHzrJ2fwsNaqy9ckMgG3c+gagOtgTWp05ZKaMHGYAtFLqjqBcyJssZVkmKTed/5cA6mELGdlRlkLUD8hjrgCeWeqlADZ1i2Qqn0hC1pjg1htOWpp8xWe1QLxZkY4tsWqWHMI6k7Z7QYBWyUYyvs9iBgdwgpZ16d47v0sIifVpirCJracnZhJCNL1nGgUSrZfSrDWDbWIMxl+eBuEvQ7sZ5I+/DwkFY/0K7LCWW5t0mF0I8pfvOI6vO18aFxtXYxrzxuxht7LTPvDbO1acrvY15213JbZyLrNW7RcIeiHHdNavIbY0snFBAeP5JCAt+AlgAFKB8TQGBw6QRLViHH8DhWQBhBMZ4bOsxrZwSKLhjCGFpqgzO5OTHc7rHoXfM4aymn5Mm0KjKYAU0paTuC2RjKU5NKE4OUcPG4UwBplNgVnptzYBcOXwKDh8KnBeqFA7zCkBbbO4m0E0uI+51frUtLqoWMuoFp6ItNjTFek224cQAQpuYvh9/IO7v+ieQo8aRgBZy5dqJeFjKmIlnSoHJ3YS+VZ6Y9hwgypGTsvFCgkjQWqTnpYW2qLHxCmNXwFaOtRMb6OATiyOwlW9X+uJu3r7LZZdZkL5wVy7RXUW1mFH3FdJAvuXqLiC8nRvW27qBmhjUxLh+NdYT7fiCxW5MqtWOs02onf2EFZ44rx2mLk4MQbj3g3qlZLK3QJeKbOKwczhmGGthoDytUWOJ1JLJUDLZb9FLBpRBZK3YIZ1kcPd9e1NLJVsy149vwNgRZ4cviCVadmBpJyTCtoGste33phEtKbcbV18EwrQsS2CaCAxEWChOlSpSgan1sx60KREYtmmahhMnTnDkyBEOHz7M1tYWvV4vbhfUnt1ul7IsOXPmDCdPnmQ4HGKMIc9zFhcXp1LorbXUdR2JwzRlP89z8jyP6wLZqZRiZWWFLMvY3NxkbW2Nra2tqG5NxyZNpa+qirquGQ6HU0W70s9FUcRzDsRkWixrtjiX1joWaQvK06CQDQWxUmIzkNjhHIuioCgKFhYWWFxcxFrL5uYmWuvYr6Ioon9tXdeRKE4LhvV6PcbjcTxuIGtPnz6NlJLBYMDq6irdbpfRaDSlDDXGMBqNOHHiBMEa47rrrqPX60X1cOh7+qxIlb6zfsKz91KYOAjbN01DnudTpHzqT3wpY5eg3Y37NZbLLmwJN5st2tlZa1o1QvjvNwBgKSzaQqDepik4EbOp3HfRorXEnCrofLagc8JSbpiYMiMb/xAsBSYT5OsVvc+NkBONzSV6dYDNFFY5MjQQqFaA1MHnVnoACE1PYpTAZv5BmTtw0XQ8iVo6IAlQLQgmyxnZsEOxEaroOrCKsYi68cBFEExWhXGz6DaTiEa6Sqnx1P04BP8V48nQdD8l2gq9Qd0Q2vDbxVQ2Ibx/ry/gJnDEc+Fm/scrGbor0YXAZGAzwWRFRJsAo0BNnFJXNhLZWGTt2stGBqsEamJ84Qj/EMzdWBolUJUjg4uTI/p3bmByyfjaPtVqSTa2ZMPW37Y806DGBlVlYDImBwRmT4PAqWnbZ5Xzw5KyJcAjOjXB+sCrt6cRp99GtPsFZa27zS5bNEYijNxx3W7sBlJBb19LIMWZLs4msc4V8Ttzjn3vbRuz71cPlDZmj3E52hBceBvnIhgvRxvn+n2p2pi3/05tzLumF0Lw7sZVG/sGfcQZgc1bgkqEG8G4TyHzy0EsRwxaf28oaTBGuqVJYVKbiA0cpk1JWiJZ24wzxJGS7t2K8oyl2PQYy+2GbCzCWkwmqRYUWEu2VbNweEQ2bDyRqdCrfWzmPP9NJluLKNdltMdnwrr1wfNfGGi8yKHpCGRtMZnHvxashKbn1LtNR8SJe4B6QTLek6MmlmyoyTcb8o0KOW58RpUjbIPVWLQ9MC4bK6h2HTma4GHr+z5siUECrvXCikDqisZ4UYPwmLrFlKLxYoRwjIk7niuQRlQQByI6iBlEopA1hSNl6wVHyprc4X9TuHcIkwnkqvDKZjC+Bpes3Ng63OzI4iBuyCYG0aiIn8FdH5e15zG0xL2zCMjGBiOhOD2mc88IcWQbUyom1/SYrBYIK8iHBjW2/vo77J1vNWTDjHxLIStFtaWoD4Dpaueq4N/PLOFeEVgDUnnFb8DV2Hg/2RRjK+t9gR0hGx+RvkCZY3RFm82GbS03TOtjuxtXb2xvb0+lx6cp84HwnI10u5Rom/WfDZ/ruubuu+/mn/7pnzh16hSbm5vxWEEJ2e12EUKwvr7O6dOnaZqGoihYWVmJ5GtqgZC2m6p7O53OFKEcVJj9fj8qaAOZNxgMWFpaYjQaRZ/XyWRCVVVT5F96bkFtm2XZlO9pOibpz6xNRFDUht+zRPds2n96XdL+9/t9lpaWKMuSsixRSpFlGSsrK1N2EVVVRVuFQLwaY5hMJkgpqaqKLMsoy3JKORzWaa1ZW1tjbW2Nsiw5cOAAg8EgKn3DdV5bW4skcCBpl5eXo4I3HZPZey0ltUOk1zrE7DHCGM5udylj1m5hdt3VHLsE7RUQfZV7NWJCuHrSK6oFmH6/MX7boCBwM67Sk7LhQea31QpzsqDzuZyFuwzFhkYXLt1HNiFNSpBtVc6PVuPS6xe7mFJFglN3w0x8SrxaB56sm4U2mQOfwjiw6matoemCKURUMwgdwJjAeOWrKXN0qci3/WxXrV1xrIlxgNWfj0t7coXIPJZ3oWT0cBIBPAqiktYVLgNhPCgN6zzAtCKZ8QdsrpxquCN9/3wVWSXQhaBaUpgMtAebgD93R9aGC9Z0carXSiC1I4d1IcjGrjiGqiQm92DL2khoSw26I5A1IPuI1S5qWNM9OqJzz5DhjQMmyznFpiEbuaJp2cTQO95gRYawiokFvadBKOMsvWBqAiCGV2OHwh3uj5b+dy9LflvRHoNQZdlaBp2STnmZZtEAswMDcHU/onfj4oWAztJZi4CzSamdiCoxZ1mInYit87UB908b6bLL1cZO8cW2cS4C8otpY96+l7ONcxGms22kyy5mG+n9eiFtzH3gCli4bocO7MbVHAtF4bAcDreEeW1IvrIhQ4eEvPXbpNkvQV3ruS5P2LaYFtosMd0ozFaGOlLQvUfQP6rJhgZTSKxwalk8mdqUEiss5bFtyuND14tuQbPaj4pXG+o95C6t3e0rohe/Z9Ei3rU4HOgIPVA1NN2wn9tHF17F6pWlAKIheojarkAXIGvQnYymp9D9DDU0Hrs6glRWBlkbZKV9USzhVaJ+EL0XbuiXA7oe0/qBj+n/QfFrbLQlE96OSxgbsbHra1KoS3qyPShiwalwRauMNblEl6Ktu6AcXq77kronQHrMn9Q2sBKsFn6M2/tKNG5cspFbLmuB9Ni5MhJVufciNZHxeoHD9OFvYZ04IuDoam8XuVSChWyzonNsROfwFtXeDuODXZquItt2eFpYsJkk39aO5G8UspbIOqfeLzCLGmH9dfI3tHtXExgjkalwxH83rAXps9FMIJ/839G+zrb3vVth/fUiwdvumu5fXdxVz17lEdLtUxIy9SBNVbMh0gJh6bJZklIIwWQy4ejRo3zuc5/j0KFDjEYj8jyPKffBHuDMmTMcO3YMIQT9fj+qQ1NiEs4ugBVIzlQtC8S/y7Kk2+3GY6Wp9KHQV7A9KMsyFvgKitpAOqbnnSqGgUgWpiRrSiKnJF5Kyqa2B+G4Yb+gyA0/gVQO57S4uBjtCMK6cD6BoA4K4+DxG8jZPM+jYrau6yk1avistaYsy+gna4xhe3ubI0eOUBQF1157LYuLi2xtbUWydzQacfz48al7IBDsqYVEaCsdz1kyex6JGz6HY6QkerB1uNSxq6Ddjfs19g76SC1ockeOCSCdfQ1es9YKhPKm9yL8hy+8gLFN+0pDNxKOlXTuyujfbSjXGqwQLm0JB0atsPQ+v0m2VWP6BfWgxOSSpqcwyoMsCboQ6K5A57i2latOKj2QCssCCWsKt089AF06tCRrpy61gmgHaTPfDwlGOUJUautWWKfSVSMHUJ31gGktCHzEFLL0pTUYQYVBsa74gLWtF62VuJSwTDrPKW/R4ECkohko6p6Mil81sV4B4FQROscpRwIxbNwYmIxIVJO5McwUGG9N4NLRfH+tiNVabXiINv5FwAif1iXJJoKmr2gGBflGxeDOTaqlnNF1A7CSbKjRHYXQloW7Jqi6AKsYIzB7ahAmqk4i6LPe/sLiZuSDV3Hw7RWJj5ZPtYqvWrYFxSCcV7C8PGCxMbJV/85btxu7AbD8oPlE0/mWzRJc9/YYF7L+amnjXO3OtnFf+3m+Ni7kGPeljXt7jCupjXO1+cW0ERmzL7INdXkm73bj/o1rlhfIa8UE44nY1Od+Cn55ctXjDBuEB26foJQ1yfNDJCRkehvqWsHJnOJITrkG/aONyyaSAlkZj6U82aqgPD4kPzkEpdALXUy/wCpXy8AGYUHArbkjTV1GWTgR1w1ZO8JW1iCNxQonSLDC4V3jkpfQpaDpgSmcx63zUfVF0DJ/egGyGi9e8PuaIkP1PHGqXdtBKZkNfRo/3pfVWkRjW4VtoAqtnZ5Y8auFSrBQSMcLhbTwqtPkO+uwvyNZgwAiqG1NsDUrHC7VpUTnbjxkDap2ZKrLmsOrh2lxr++X0AlmDiICC3iS2ypHrpqsxc5Yl5EXX5aSe8aKUADMko2hGkA2BjqCLGuvQ9ProiYlathQnBlTnDpDtbdkfE0PqxTFprM60x1nUdY/WlFsKrauz5F1xqSSmNUG4WtSpL60Qjqi1hIs6M5WgpNksE3h7DCZYQQiffCmggoswgjyXfuuqz42NzenFLCBSJstyDSrip1XAGpWcVpVFYcOHeLQoUMcOXKEzc1NlFJMJpMpkvXzn/88VVXR7/ejp2tZlpFoTH1RQ7q7UiqqNQOBGsjbkP5fliULCwvRFzYoY1MiMBCaQRXb7XanyNemaRiPx9FHdraQVRij2bGYHaN0HEOk1gzhc/i7KIo4HmGcqqqKhGy/3yfLMvI8n7KZSNXG1tqoiB2Px1PK4rBfOh6hb1VVRfI2+A9XVRX9aDc3N/nc5z7H6uoqq6urGGPituPxmLvuumuqyNvq6mpsd5b0n/UPTonadGxnxzxVrQZrhcsRu0XCduN+jev2raA+ntHYOqplXSqMiEjOxP+c3cysE806MKsSECwSoGCNxB4v6X8mo3Pa0DmtMZkkGzvgUS1mWGvo/dM6CEl1zQLNQubIQwW645QIeHLWKAcudcf1RZftOagKMC2QtBk0pUV3LDYQuhIPJEUslhW5QgmNFBHkqkpEgNpIgexK1MT5iqmJQVYtKHXFCXxKVVAppADVBJWAwmSyBccBuHrrBuO9a03uALvuOGWx8f134Lp9uAcFgJdvTi1z3rO23c+ntQntva6CRAR3vsg2pcv6PgjtCjOYTGCFoO67PXIlqAdd8sWc8vg2C/+4xuimRZp+RjbUsahZ/0iFrHNkrdjOMsxSA7lBJMrYFtvaNgUrcLdBVUtyf4V9QnGDMBwGCpWh5sz2XorY9aDdjfOGEHDNI5l61Z8lLEOca+I1ffG9kDhfG/MIsIvRRnrMy9XGTvvtdPx5/ZnXxrxtLkYbIvl7t40La/tC2hASisEFNLobV1tcd3CVvu4w0g2h7oGnCVxCkhHeYslN8FrRrpPS4hOHAIHWoFRLyjoOsS1yiwVdKcTRgt7nFfmWpXtSu4nzUqKGGlUbdNfVBhBVQ//ODURj0Kt96sUS3ZHxOVIPvNJzhpwV2itgS98PRVwesZqeTjF3JKN1woSOjT6w4PCwbFx6vrcVjdlfImJEh7PVxM1lqFp4TO08YY2CppuhJjZaZbmfxAvW42GMw3ih+Bkw5YOLx8cCnC0CzroriB6CYABBJGgDWRuWOfJVOIzs3w8i8dq4zLKIsaVfHoY+YGDRrnPkbYtDneWBI66dACTBzpYowIjtWkfEmmg94d4nhAYdLoWQ7aPJWooNqJZKmoUcNWoojm9TnBwzun7AZLkg39KosYk2bsWmZumzhtE1OdlQMtIZ9R6NKDRSQWtpkGBlQoMk2Y7+Pc2ENOLkC+U7GPdP60GE8O+DgzJ5CduNqzI2NjaoqioWdgoxS2Smqtnwd1pYbFblWNc1d91115StQZ7nUaE6GAyo6zoqMvft20e32wWIJGTwX+10OgCRuAXodDqxH4F4DQRolmV0Oh263W60aUh9aFMiOZynUiqqbpumiURst9ul0+lED9pQWGzWmmC2GFraTiArsyw7i8wNxHDYP/QhePGGomBN08TPqbo0XKuwPBwvz/OpaxRI3lTdG8jvoHQO/c/zPPrYBtJ3MBigtSbPc3q9Htvb25w8eZKtrS0OHjyIEIKqquKYHjp0KFokZFnGwsJCJIjTc0iJ4TTmjWPYL7WWCOcYSPpLHbsK2t24X2O516XX5IxtHVPDIiGbpqMLsAYM7X/qTqGQzhIBCIyW6I2c7qGMzklD/+4Jupu5FCghXEXTWtP73Bq2UzA5uIDJBdVAudl8nCIgzqgLl5qkS0/SFmAz/+UVoDskwMnPktMC3wAujPIgRbjjtGlJRJCVb3rC13qwWlnkyEa/KqGlSy1qcPYHdRNTrsLsvkP/LXPtyF4/YL64gcmlA4FGYqTFljKSs3Em37iZal26/unSAfGgFDaZ67stndes0MFr11kamNxVyiWzNLkH4x7YhzZs8LEKD07vxUXuXhhk47cJY11Ib3uQgRxQHhvS//Qaw1uWnXXCUKO7Cjmx9O8aYWUXUyhGysKSB8DSxBoOIaT0flgIjHFeWg7l+7eI8DJicQoB3d6jSEEuLg85C6DP4UGrdxW0uxFi+Sb3vdH1zqRpeMlM/04jkIQ2+Zxus9PyndpgznYXq43ZY16MNs43NrP9ONexZpdfCPl3f7Yx79pcLW3Ma+9itLHT+N+bNqQEWbAbD7xY7Jes6i6n2MLiVH8CZ3UwbaPkJkvj7WOFLxUgpgQGztYr7BRUUA6TGC3hWEHnsKJcMwwOT7DSFZ0SPjvJlIqmKylODimObmJ6JZMbF136fcepZoM9lw62W9LfrtYrOTuOqLXS42DVEq5WAB0iORuKz4aJdqBVoSbfFTfR74rTmoL2e0KCf3HHzbYdnsSCsAI1dgSvw8Vu0r793klk5VSczgrBVx5vNDILFmVpYx4XW4eXw75WyVgILdRpsJmrm6DLUINCeJWs8KRlsObCK4H9u4FoMTICr7Z1f4sGTAcvQHD76hJsbpFaYI31mW1ghRsvXbrthfddtclzJ2Bj0QhqT9YK49rBAmUreLDKtiIS5ewYhHb9Ux3n41ucHtP/pzNUe3tMDvYp1jVq4kn/QpJt1yx8rkbWXaxU0AjqgxYrNQJXuyFOKkSrOuKyoCI3WsSiu4DbVobP7X0Ta0FE3wmHt4WGwpNzu3H1xubmJpPJJJKgcLY6cVYJOM+bNV3eNA2nTp3i8OHDnDhxglOnTkVlalCHDodDjh49ysLCAisrK+R5zmAwiCReURSR/AwEYyAsg+dqIPa63W4kygLRGvqX9jGk76cFxaC1GtBas7m5GYt4jcfjSMwG1WlKDqZFvQI5mpKOgbgN5GFoI/QzjHUo5pVlWSRrU+Iv9c1Ni5MF9WlqWRCI7bqu43bgSO9U/Rv6OqtqDSrh0J+maaaUyantAcCpU6f4whe+wPXXXx9tIYKS9tChQ3Hcbr75ZgaDwVnWBSFS1WxqgZBaRYQIxPE8L9pLHbsK2t24X2PQK1ikYE0M/TuNaPGUTyOfeifz60I6GbSYK4RpBOVdOeUp6B6vIiiRlfPootF0v7AGZUG1r0+1qDC5oOkGOwPfRubI2kBK6iJ8thFwRRLW4k3zRQRsrnNEMtf0fbXAzJG0SOsATUi9t9Ds90lvtURUAlELZC1QI4nUkA0t2UghK4saZ67S7MR4nyhHxKrKOCLWk7IWQFjn26WInllWuQIPuuvT3aTzEbPKkc5NF3Q3UUNkIWWtVQEHwKjGAmxLvspWdjr1omsKn7pGMj4SbLLMepCJv67aWywIC1qBlZba+JQy0ad7xND77GlGt6xipbOwMLlADA29QyPqfh/dU0x6Btlp3AtQfCly18ItakGgzNwMvxVt5y0hPTF58fLHWu51ybLLAxgNYkcP2p2W78aXYAyugXIBRqfd3xdCYs6L85Gr836f75gPxDYudHyvlDYu5HpfqW2ca9/L3UbWgf7+cxxsN67WKIqMg3mfz3CCoA50gNRjFhGwKi2WDVZKgXgSLYkFgcwKL9rEfTlZ0Pucotiy9O6pkBNDs6Ai5tOFxGTQObxJdnqIWe5Tr3aplnI/+Z74xAZy1oZ6CkSyNnjIItrUe+vJv0A6htT8KIX1k13B1gpa8tAqi84d2WgVLRGnPJknE2xvodYeA1uBmAhoBEJ7O7Gx8kWzQI0hG7kMsWwEssnAWCdqqJyXmNQWtEU2BlH7Ogw6ID2H76x0VmcmawvwOhsugSkcsa1L77mLw8VWOnVr03FY2ZS2VcpaIG/tHYRubbzCOMtaICrhVLXe9gxlURMnbAjK4njtRYKdrbtOMXPN24nFVyABNm/bM1nY3N+Tfj9d+uJk/h4weY4pJWUmKY5voLZrRg9aQjQGNdK+FkVGdmZE764hJu9jhcJ2FHqvReYaKU17vwt/LwfcLJjCzjLXjqS1wVM4nK6I5OxZIfx5Wzi4unT2+t24qmI0GjEajVhaWjpLsTibdh4+p2RoiFQFOR6P+dznPsfa2hqnTp2Kz9KmaSjLkvF4zD333EO/32d5eZnBYECe53S73UjoAVO+q8GTNZCrgchM0/NTf9OUhMzzPKp206JigXhMCdFA/FVVFcnZqqqij+v29jaTySSSt1rrqKoNP8EiIFWrQuvZG4jYoPQNal8hBL1eDykl3W6XXq8XxyQlX1MyMpCA4/EYICpegy/srPo5LW6WKn8DSR22M8ZMKXbTa57aJ0gpueeee7jrrru4/vrrI2md5zkbGxvxOi8sLNDpdGIxsvSeSZXA6b02S36m/rPpfWetZTgcXvA9fzFjV0F7GeOhD30o29vbZy1/7nOfy6te9SoAXv7yl3PHHXdMrX/Ywx7GX/zFX0wt+4M/+AN+/dd/nWPHjvGIRzyCV7/61Tz84Q+//zp/gdHrllzTGfAFzrTvRRJs46rdTgFUAknm/vMWfr0Q1hVSxakMxLGC4oRgcHhCvllTL5XI4H+KdeRsltGs9NA9R87WfZeuJLyyADzw8ele1isEIlilBbSYFsA6EOpVD12DLQyiMIjMkBc6zjADZMqgpEnS4hwo1UbQNAqjJUY79YT2HqjUEjTISrhZZyOQte9Q8E5thCvG4J+jAezp0vVVWOE9rYjeX1ZZB84LbyGRWURunMeUH3+ZGVehNRRv8+pm439sI7GNQ9tiIhGNcP5jfsZbaAdMHRCevg+ssgjvjxvBZlALpCR4GHd/Xqoy2DJHDms6X1hjfPMqxYZGNmA6OfmpLfpHMnSnQzPIMAcMSur4ohTuH6Cd8W98KpgKyNi3RwAMtC8mviOLqkBeJg/aXYuDC48XvvCFvPvd7z5r+Y033siHPvQhAP7sz/6MH/mRHzlrmw9/+MMcOHAg/v0P//AP/Lt/9+/4xCc+wcGDB3npS1/Kt3/7t99/nf9io7fPFSsKBO1sJBMp91vstnFp2zjfMR4obVyMuL/ayLtQ9O+HA18Z8fu///u87GUvm7vu/e9/P7fccguTyYQHP/jBZ63/1V/9Vb7v+74v/n3mzBl+7ud+jr/4i7+gLEu+67u+i3/zb/5NfFm70kJliofu3cf7qy8gVOs/i/R4JigDBcm91Spj/V9ImRC0yTKntBXo9YLOXRnFhmXh82PyLYdrEQJZm+gl27nrDGpjjNmzQLNQuloKmcO2Tc+pJYWx0b4AnyUmGocFgx+qU5USM5wiORusoBSOVAuYN5yvspiOxWYGUVhQBpkZVG4cXpeAx+1KGZQwCOmUlTLwvB7PaC3QWrkiWsZZmmntiRrjiNtA3opaODZcC4d/AytJi+1CrYhUIOAytLyq17i6EqbwVmsyGQ/pzhFvRRCUw+TGXfcseWkHhDKozCQFZhObi4CbtcBqgdWeoTYCM0oKm/kaF4HklbW7Hq7oGi0ZjL9OQrTWEV4okdqpkf7EFw5aqwlrkRMDUmIWuqj1Id3PnWF80zLFRoOqjCuG1iscrv6CwKg+SMUwA71qIykbCjwLAQiLksZdO6+stVpia3cejohNSP54ErQq9ESRi7SoRrDSbVWXD7Q4fPgwT3jCE+aue/WrX80P/dAPAfAd3/Ed/M3f/M3U+m/7tm/j9a9/ffzbWst//I//kbe85S1sbW3xpCc9ide85jXs33/5Jw2rqmJjY4MDBw5MEXRN00yl0c9LzU/Xh23quubQoUOcPn2aw4cPU9c1/X4/KjGbpuHo0aP0ej0GgwGdTif6rQav2PA7kJFp4au0EFjoQ/gMRMI1kJxpka1QKCwlStP9UuuGuq7P8pzVWkff20DChmWz9g5h3zQlvyzLOK7hfFIf2aAuDmRsOO8QQRGbqkrTvgUFq7WW0WgUl4dxDEXCAjmcKqHTv9PfswR22D6sr6qKsizZ3Nzknnvu4ZprrmFzczMqnU+ePEm/36csSwaDAXv37p26ZvOsDsJ47tRuer3C512C9uLHlYn4kvjLv/zLKbb+b//2b/mO7/gOvvZrvzYuW1tb45GPfCRveMMb4rIw8xPiT/7kT3jOc57Db/zGb/DEJz6RX/u1X+PJT34yH//4x9m3b9/9fyLniDxXHCwXWxAYlaftf+4i/J3OqFpP5FqQwqKtdEB2mNG/K6OzpilOjTGdHKmdurTpKjqHzyAaQ7Onhy4VVV9GctYpYmeAKy1haJV1IDYAVYhEaPCPtZnBFhZygyw1RdmQ55o813TzGoklUxopLB3V0M8qBJbGs46NlWgjGeuMic4Y1+5aaivRWtBo5chQXzgt88CnrlU7g24c8IvIK6QSBX8rP64yvjhY532GJZNE4rvIG8rce6thKbOGQmkEoKTBWEFtFI2RNEYyqnIarVx/qgzTSMxYYUfKpVxNBKpxalvd8Q/hLABmV5xLGNGqNFzX3OdgOWChfStwXsGyzsB2UcfXKe7eQO8ZkA01plDYMqf7uXWarqLp5QyXpHt5iC9DrcexsT6N0LdjDY6cnZkkiP2QNhLeK0VnrpfNpYhdi4MLj9e85jX8/M//fPy7rmse/ehH87jHPS4uG41GrK2t8Y//+I9T+6bPyrvvvpsnP/nJfOd3fie//Mu/zHvf+16+67u+i3e+85084xnPuP9P5L5EVsLqg+H4P7TL0nt63u2bklb3lYi7WG2kx7lcbYgLXL/bxhffRoov78sxrpQ2ysUHNEH7bd/2bTzpSU+aWvbCF76Qz372s9xyyy2Ae1k4cuQIf/zHfzz1rF1dXZ3a71nPehZbW1v87u/+LmfOnOF5z3seJ0+e5D/9p/90v5/HfY0vW92DOESrGPUFRw34gklEoYH0le4D/giWBsGyCwJRKzDGY9pK0flCTuc0dE/UFGfGNAPnO6XGOlo/de46g1obYlcG6EGBKSX1QFINXC0BnTtlaqg3IDRo/xYkvMIzZoYlWWKIZC7a412rcAViQ0ZZbiB3k/qy0GS5RmWGPNPkStPJG7AON0phUcJQqoZeVqOEoTLtjH1jJcY6TDluMmqjmDSuoxZotHJCBi2dcCF69jo8bIxweNjXEYjKzYiL8WKGhPxLSEsn/vDEYbhuykRAmtGSkEoZiryhyDShUHGuDLl0520RFLKJk+gB3xsrqbRiUmfuby/K0AsS00hspRAjiW28jcLE4WY1EtBp1bomFOPVbiLACqJiNyi2pfU4Oqh4DfFdADyR6wfX4WmFlf7+OrVOx1om1y9TrtdI66wfTL+kuHuDRWOx2QCTKUZdA4NQNMyPpSemtZGE2iBGh5cn337oU1iWvLpMPVS9IhkEuZas9Lo7fiev9jh48CD/+3//76lld9xxBz/3cz/Hk5/85Ljs+PHjfPd3fzcvfelL47Jerze136te9Sp+7dd+jTe96U1cd911vOxlL+Obvumb+PCHP3zZJ76apmFtbS3+naotQwQSbbaYVLo+EJnr6+scPnyYtbU1Njc3IzlrjKEsS+6++26klFOkXfBbDQRsIBFTIjCQiLPK2dBusD8IdgFFUUTFZiA7A/EblLNheUqyBQVtIGKDb21oJ5xL6FewEwjEaCBOw/ZB8TlrJxDONYx1ajkQjpsWSgvnn9oNpOcflLuBiA3q36CQDucxHA4jYRyOGdalNgPzineFc0uvf1mWcbu1tbVIuAeLBSEEd911F91ul8FgwOLi4tS1hVY5G0jt2eXnmiQI1+pyEbS7FgeXMa699tqpv1/5yldyww038C/+xb+YWt7tdrn++ut3PM4v/dIv8dznPpcXvehFAPzO7/wOBw8e5D//5//M//f//X8Xv+P3IoQQPGx1P3967JOI0oAQ3gs0Aa2OofX/V7dfEmuFKxom2r/VSUVxxtK9e4ycNOhBiaw0VknU1hh5ZoRdHmAKGQsAiMZ5XJlcICp3fFP4NKsAdALIszam9YdUK92z6NJCaaAwqMIRs71ORTev6GQN3axmuRjRVRWlbOjKmn35JvvzDfqyQmLJnWYYkJxquhytljhWDRiags2mw1g7sFqZDO1BTyersVawMe5Qa9Wqb61XskrrZuutiMCzyBv6RYVUhsYTeLkMBbQsmTQUqmGlGLGYjRhkEwZy4n+PqVEIoLaSbdNhremx3ZRsNB1GTc5WXbJVlYzrjO1hh0meYyfKVb1VXrWQgRoJhFc1gCPHgx+ZhSnQJnwRNqcKSH26XEVdqSRmsUd2fB3TK8BIRKWxRYbcGNK9e0i9uEi9nFGVlqxsHHAMKheInlhWS2+DIKLSdgrURtCPs3sADq4sXtTvxb2JQNbvtG432giVP0P88R//Mevr6/zoj/7o1HZCiHM+U3/zN3+Tfr/PG97wBoQQfNVXfRUf+tCH+KVf+qUrl6BFwI1fC5/6b2ctBs5PwJ6PGD1P0xeljXNNCl+KNtLtL1cbYfmFtPHFkOpXUxvnIpEvVRs7rVu8wdkcPECj1+tNkQJra2v8z//5P/nlX/7ls7bdt2/fjs/V97///bzvfe/jH/7hH7j11lsBeO1rX8uP/uiP8vM///Ps2bPn/jmBLzJuvelauv9YMOyMHalnPXaF1norFhCb/vIHUq/9O3zwuMNK1MmMzjFBsa7p3rWJVQqbK2StXQGwfk5+cog6tYVd6mOLDF0oh40yh6kknkiVDn9Re7yVFHidSQpy4ofGZZAJC6L2eLfrVKS2tJAbJ0bIDSrTdMqasmjoZDWF0pTKYd+FbEKpGnKh6ciaUtbszbdYzbboiZrMz8AXwqCtIEewaTJONX1O1gNO1T3GNmeiMzabDtoKGquojaL25J+xgk5WI4BhlTOqC6+8TYQN/osaClYZ44rQykCueiFFkTVYIWiMROKy3pQ0SI/Rc+lEFl1Vs1SM6KmKvppQyoaBmtCVNQM1ZmRyMmEwCGqrGJqSLV2y2XSojGKj6VJpxVjnbNcF4yZjUmeMxgVVXqBriagcbja5K9Bmc8A4wlYaYlFgdw1bn9rwqiRm3tOlBjRJrQlH9ErpmFWTC+eHW2bYpT7q5DpFrtALPbJRg7EWm2eQSfITW/QWCqwsMf2MyQ0W1WkQyqmHtUjwtW0xNj4j0Nm7eRVhUGsb4veo/WIQ8TYCBqpgz8rCvf2qXjWhlDrrOfnOd76Tpz3tadx0001TyxcXF3d8po7HY/79v//3vPKVr+RZz3oW4Ijem266iT/90z/lO77jO+6X/l9oWGs5fPgwj3/8489KNYdponaWIEvJs0DSHj16NKa2h/1DyvuZM2eYTCaxYFQgJUNRLqUUk8kk7jdrYTDrhxuIxV6vR1mWkRwM5Gz4OxCxgfAMFgmhAFggyVMbh/F4zPb2drQ2mEwmkQgNpGhaUCtsF0jcVN0ZSMdw/LIsIyE961+bFvqa7X9Q1IYxCErfyWRC0zRTv4NFw9bWFnmeM5lMpnxrlVJRZZsWhEsLjqWfU1J3lmQO/e31ehw/fpxrr702bl8UBevr69xzzz30ej327NnDwYMHKYpi6jzS+ymoftNiZmkf034EQn1XQXvx44onaNPY3t7mbW97Gz/1Uz819dACeN/73sdDHvIQlpaWeNKTnsTP//zPs7KyArgqiX/3d3/Hz/7sz8btsyzjG77hG3j/+99/Sc9hp3jonn2Iz+TUCwkbGv4DFxaTGYQEHT26WmCrpZv+tUZgtzJWPiXp3VNRHD6DKAuyjQmiarBlhjhxxnuzGtSoASHonMb5TBViGpxK58sUfqdeXM4SwBXPiulQyoFVR87WDLoTFsoJi8WYrmooVc0gm8Rz3tYFxi6yqUu6ssFaWFRj+rLiYL7Nl5drPK53HIthYgTbtmBNd9jQJUOTU5uM480AC9QmY2hyQpGK7aZkbDIEkAnjVAcBBAGDbBIBqbYSJQyZNAzUmAU1JheG/fkG1+brSC8fHtucoSnYMiXbTUllFZtNh5EpqGyG8GA1l9oB8mLMmUnPpa8BtSc7jRQwlrEYWDa0lOsW3RE0ZVJ0AYuaOEDqCFrr1BsWZG1RE4saG/LtBjmqkcMKoQ1oTX7XKVhZRFQalARjye8+w0KuwHY53c9oEuGOtcL7WomYIhcGK7GgjS/xIiE9hXYVhw90Lx9YNN4WY6d1u7Fz3H777TzhCU+IhECI8XjMIx/5SJqm4RGPeAQ/93M/N7XN+973Pr7xG79xaib26U9/Oi94wQsYj8dTRQ+umBACrn+CKxRmGr+Ms0ms85Gu6fp0m522v1htnIsIu1RtzH6+WG3MIxJ3amPevl/qbcw7xk5tzK47VxvzYqc25h1PACsPAvGlU9DmLW95C8YYnvvc55617gUveAFaa2655RZ+7Md+jGc/+9lx3fve9z4OHDgw9Zx9+tOfTtM0/PVf/zXf8i3fckn6f2/j+gMrHBgu8JmuRvtMpOjL6hWeAutS471aM2JZHDEVMsdCVpMjsyRsZKx8TNI52dC9axN5Zgu7vOBw7aQGKRGTBnXkBAhnX0CtybZrdCejc7LBFN5PVSW4BdfNgHGt8J8VMYU+TIIbXwOg6eKsryygnMeq8JhX5Zpep6JX1PTyikE+cQStbJwgQVVYBBJLZZ0itraKtbrHQE0Ym5y+rOjJikI2XJsN2ZMN+bJik1K6ildjT8Ku6S5Dk7FlCoYmp7EZlck43vRRwlAbhUYy0jkIQSY0203plLgmc3jX42KLI2GDInaQTSikprGSkNkmhfV9gIVsTE86kYXC8KDyFItyTMjoapDUNmNoCkYmZ9N2qGzGxGRs6Q5jk8eaAUpY+qqiowR9W7FQjJnojLVxjzwzbAioJxnaZiAFOhMgZBQrSA1qCMUZQBianntPEU17bwrjcXTTXnhZW49jA371dSxqS7bdIMeNK7I2qlwBYgvZ4VPogyAr7ZIHnScHbA7pfvYkstlDNsw5neXUB0Dk3t4B4nucDfYU2ttSBAI5nbNIvHXxkxyBlAXXXwzstT0GvfI+f2evtvjkJz/JX//1X/OOd7zjrHW/8zu/wx133MHBgwe57bbbeOlLX0pZurH5u7/7OzY3N3na054Wt7/hhhv4iq/4Ct7//vdfdoIWnJ3D5uZmxMyBtAtKzkDCzdoJALEAljGGU6dO8elPf5p77rmHU6dO0ev12NzcpGka8jzn5MmTscDTeDxGCMHp06fJ85ytra0ppWTqMxuIydCXYAkQLAxSq4BA1AbyNZCy4Sftd1BfBhIwqGy73S4rKyvs379/ysYgkJ6BpA2+r4EoTVP0g5XBLPGZeuymvq6hMFrwy+33+3Q6nSmlbFDGhvZnrRTCOOV5TtM0U6RlSriPx+O4//b2Npubm/R6vVhILPRrMpnE80qtHsI4TCYTtre3qaoqHrOqKo4fP05ZlpFoNcZw9OjReA263S6Li4tzlcuBrAfiuc9aHYTzDeO6ubnJ1tbWRfs+3JvYVdBeIfGHf/iHbG9v8/znP39q+b59+3jlK1/Jk5/8ZI4cOcLLX/5y/vk//+f83//7f+l0Ohw5cgRgyjsR4JprruGjH/3oju1NJpM4mwSO6L2/4sa9KyxuFJySlVvgi1DFlxwlvYeSjYpWcOu1tG7mdSLp3ylY+ftN1NoQcWYT0e8hxxVCa6wQ2PVN6HQQm0PUuEJ2S7Iiw2YSlHAFAgQgBSaTrkiY8ABWiVjt1pSSphRMlgXVkoC+delDyqJyTRFm4X2K03ZTsFGXHDWLMXWrMQ74uW1cKnpI/epnFVIYFrIJhWhYyCYsZWOW1JCO1PRkzVKxzYPK0yjc/jUSJSzaCqdGsE4FmqOpAW0Vrs4qKGEwFs6YLgJY110qk1FZhcRyz2SRE9WAfxQHqK3idN1nve4w1rlT8GoV7Q1qrcKl8D5i7iWkzBosoISlLBqacYYtLbbJQDj1bL4FxTp0zhjybY3OQXeUe79RAjWxyNp54mJsBHSyciS7HGvkpEGMJjCpoG5AG9geeqLXIqTEao3dHlJYy2K9wnj/Ilsqx+YeqNbuZSpUyRXNDFmffG5JWv/bQNkorl26fApag0DswCbsFgnbOY4cOcKf/dmf8Vu/9VtTy5VS/Ot//a/5nu/5HgBe//rX85jHPIYPf/jDPOIRjwAcqPy6r/u6qf2uueYatNYcO3bsLJUDXNpn6o6x+uXOi3braLssfUE6F+l6IQRo2GaW4NqpjdntztXG7D4Xq42d2p3Xxvn6NG+b3TaurDZmj3WuNi7kPpzty+wx9j+CL6W4/fbbedaznnWWfdYznvEMXvrSl3Lttdfynve8h+c85zkcPnyYn/zJnwTcM3UWp+7fvx8pZcSxs3ElPFN7vYJb8z18dmszFoSNBVNJCKjaRrcp5AyWhUjcisy6lPWJZOmTsPr/NpHjGnHMeYfLDYmV0uFapVCjMXZ7hOh1EVsjxLhCDCeoMsfmCnzRKyuEw7q4TlnpimAhwApHgjnMS7T3MplAl4KmI6kWBPWCQPuCWEI57K0yQ5FrytypZXNpsAjGTc6IHO3xrsVbdRmJsQ4r5kqTCcNYO0GBks6rNlgfFMLbIGDoqYpFNaGrKha9kEAKw4Fsi1I23GJPkAuXCTaxQfkKjRXkQiO8L5mxko5saKylsQqDIKwVWHKh2fIEqxKGNe3sSbZ1gbaSXGjWqh5buuRE5SbmtZU+k6xguylprHSEsHbihTAGVZNFcYn0y5VoFbqFcuSwEoZOWaMbiSmMrzehsNIiK0G27fBzvm0pNg35tkFWmqYjMaU/E3+vqcq4AsLerkvocI86AlfWrqCwnDSIWjs8XWuHp5sGjMaOxsjDJ6DfhUYjgtpvPIatbTrakp/p0/SXOJPlaG91YMEVQxPO39ddAP/Z4j2OW7LWeuuJVPUbRBuu727/W/YsU5ZX1Sv8FxW33347+/fv51u/9Vunlj/0oQ/lJS95CY9+9KP52Mc+xk/91E/x13/91/zpn/4p4J6pMP/9/0p5pp44cYJTp06xtLQEMEWQAVMK05RETVWu4/GYj3/843z6059mfX2d0Wh0lvI1CCeGw2EsvBUUrUGFGdoNJGyq0gxEaiBhl5eXWV5enlKdBoKyKIro1xrIxEACBlItELspGR2I0vA7tUwIf+d5HgtfpVYAKaEYxiisT7cJnrCB3E4tEgC2trYigR0UsbOFyOaRmamyNXjKBl/bYCsQ2tne3mZjY4ONjY1oS1GWZfTADYXGgko5VVVXVYUxJip1A5Gb2lz0er3Yn0AsHzp0CGNMJL7D9QnnkRLRKSkbxjMtbpb6BZ8+fXpXQXs/xFX1dL/99tt5+tOfzg033DC1/JWvfGV8aH3FV3wFt956KzfddBNve9vbeN7znhdZ9FmvmSCN3yle85rX8Iu/+IsX+Szmx77VAQdsl9NV4/4TNsn7jaD1kRLer0vYljiTAtuAHAv6hxuyzQrObGKbBqoaUbtj4r/oDiV6gDH2qkspsJlyKT0eqApjMYl/p80ceetsESzNsqBagnrZYBc0Wb8m7zQURUO3qFHCOl/WpkujHThD4P1OBY1XPHYy50+lrSSXGgQMmwILnBAWYwWZT6cK5KfEOhBsHQEqhauc2ssquqp2BCqCjmqQuGOMTYbEMjEZpWowOAApvH9vbSSVzjAeWAthKVVrA1DpjMY4zy/np+X90bz6QBtJU7vjxXfZAPKNQHW0K/YAWJt5P11XBMFuCERtKYYau2XQHYXNBGqokY3BCle8LYTQrkqvqDWiaaBuEMZidShxC0wmkGVYYxxpCzAak6+NGHyhy2hPge55glY7chbrFLtC47xxbfuiEsCtBaRugaawsCwKrt2zdDG/EvcqtJGw60F7r+N3f/d36fV6kYgN8S3f8i0885nPjH//zu/8Dh//+Md51atexdve9jaAqSqjIcLM9E7P1Uv5TN0xequw/yunCVqYJjdhmmCaJdAuhOCcJa4uRhvMbHOx2ph3rJ2WpwTcxWxj9hjnamNem+cakwttY3b/q6mNedtdjjZm95UZXPtY2tz1B3Z85CMf4aMf/Si/+qu/OrW80+nw7ne/ewqrrq2t8YpXvCIStPOeqeEF/Ep+pkopeez11/Luz3yBuiviPSC8LVJIOU8xLaF4VGSmEjxrLEILsi3J4PMT1HYNG1vY4QhRlthJhdPkWoQymNHYKRoBG4vraLAW0SgQXoCQKUwRqtk6LOvsogLm9WpZ63GuBKyk6QrqBaiWLM2CRQ8MsqtRnYa8bMgzTZFph2UR1EYybLo0wUPXq1AdFnEWAbVWjoDNHLadNBlSGHLllK3DukAK65WmBm0lmSdvHYkbXgmcqEF5DBxEDoFI7WY1hXQ4dqgLesrVfMiExViYmIxgOzExOYVsUNJSGRWzy5wnrqAyGY33yp1otz4Tzg5MW4nwy2vjPXKNw8lAi5sTtW6jJVpLby3msp1kKPTrx0soS96tXT0HabEoDJLAsSIgHwqvlDXOk1g6ktYUEgxkQ4+PBQiEU8WGG9EYR9A2BtE4TE3jBBAOO4dKwwKqCoocjF9n/B2tDQxHqFyx+NmS4f4eEyV9IWDri7a5770TQLhiwVbZxBMYh6fxUoOAvTW+eLCrTyGsUw4/8voDZ2WSPlCjrmvuuOMOnve8551VX+aNb3xjfKY+7GEPY9++fTzlKU/hwx/+MI997GPv0/v/pX6mbm5ucurUKbrdblRLzqoXAzma+p+mFgTb29scOXKE0WgUC6sHAlJKSVVVU2npQohIOqZEaXr84NGaFv5KCdKlpSVWVlYYDAbRyzYtBpZaE4Rjh+uRqk7DdQjtBXVt6gc7e/5pcbHQ30AKp+rZVAEL7f+xs31K0/Xruo5q4bBP8L4NRGlaICyca2h31ifYWku3243kbLpv0zSsr69T1zXj8TgW95JSMhwOz/LRTRXFwaM39cEN5xOUt2mfJ5MJp06d4siRIywuLlKWZSRoU3VuSt7O858N5xn2WVtbo6qq++fLcZ7YVdBeAfHpT3+aD3zgA/zJn/zJWetmDbMPHjzITTfdxCc/+UmgLWxz8uTJqe1Onjx5zgJhL3/5y6eMxzc2Ns4ihy9WdHslD96zh4+z7lKnwFVoBQckffEFoSyuaJj7T13INmUMnaEqgV4oUSdBlCWiyCOxS90gigJRFpApbLfElDmmk2FzSdNV6NI/9KxTDpjMAVejcFVyC6j7gskK1Hs1dqDJejULvQndoqbMHBkcyFRroVANmXRwUniy1FhJraVTD3i1gfbqU+ln0gOQM1ZEf9gAPAUOuDZWUluimnVbFyhhqbQrGCYD8MOBQXc851urpGPBc19JVwrIlEEbQa60A8vSKYBz/2zKlYi2CMZ74DbGyYot0ChH0AqB9z611I1CCOm8sTKL6lbUvYx6ktFsZ9QLkqYryfcXDnxVThWgS4FclKjKOh+1MIvur48aOzCqqhK5XTiLg6FTlcQ3obJwYE/72fymgTInG1nILLbv1McY//5sBFrjLA5mCSJfnADhXp6weHJX0FE5/W5xv3w3LiSshZ0my67ySbT7Lay1vOlNb+L7v//76fenC/jMK0Lw1V/91VOWMPv27Zv7TAXYu3fv3DYv5TN1xxAKHvQUuPMv2mXnIkOZWX5vya7ztXEusvdcn8/Xxrz9dmpj3jF2ivORqjuRsBezjdnjnquN813TB0obs8e9UtrIOrAwXUvggRy33347N998M9/4jd941rrZ5+oTnvAEfvmXf5mjR49y8ODBuc/UM2fO0DTNjlj1inimAo986PV0Pi2penW8l2wTXu6YwrEIfAGqQM56XCEcMYd0+4p1SVYLmqUO2cYWIs8QnRKUcscQAutfSumUiDwHKbFl7n5yhSkzbOaUsrqjpgqEWeUtDTLfT9USs7qApieoB1AvW/RSA6Um6zZ0y5pe6XxaM+V9AnG1C4KlUqkaMikDjZxgX0fYFqqhzLTHnk5JK7Aoj+dzqTGhBgAO4wYPWCUd+DK2Pb62Eu3rLljrSGKArHH2XZUnVCXu+NKDydpI3z/QVjifXKWdLYWw5MJEQjiT3qsQQW4FCksuHYZX1tVvQFikDvjf9UMIN1GuPVkdTioUB2sxc3uu2tsBCGnRWpJ3GlSvoukrmkpRTxTVWFFvuSLHxVaOrDIQAllb8i3rbNhyyMbS1djw11k2npT3t6DQlmxskJUja+WkRI5qxKiCiXK2GVJixxMHlDvOv5JGQ545YYTW2LJANqAmFtNx9Tgcvhbt/JQWDm8HjO2/D1PPTC38MuuzKf0LhnXYW1Vw3b7lL+r7ejXFO9/5To4fP84LXvCCs9bNe6aCs0R47GMfO/X+HxSq4e/HPOYxc9u71M/Uuq5ZX1/nIQ95yFTxLSAqWKEtrpWmyweiMpB5IS0/tRQIYxSUnIEETH1hA7maqkzTgmBKqVhUbM+ePezdu5fBYEC/348etGkBrdDPcMwQKUGZerKmJHTqdZpaEKSesamKMxwztQNIz3vWOzfYGKRjmrabnncY59n+pwXCgKgcTtsM5Cc4QjoQ24PBIHrsDgYDer0ew+Eweu+Ox2PKsqTf76O1JsuyKfIVXCHnYHUwGo0Yj8dnkeFBjRv6G67HcDiM1zJVoAbCOBDVYVzCuhApSZ16Al+O2FXQXgFx++23c+DAgQvy4BqNRhw9ejQWwtm/fz833XQTH/zgB/m2b/u2uN0HPvCBKZXYbAQj6UsRSkm+6oaDvPuez2C7TmlpjZv9FcoiVXggm6nqo0JaMuWqtjZDCUKiuxlKSqc0KHKQws0CC6DbwXY72E5Os9Sh6Sn305Ho0nnKhpdJk4XiCK4CbtOx6C7oBQ0LDcWgotepWCwnLJYjlJwBoFJjrCNJHXx1n40v6FQZRS41hVfHVkb5rZwqFhxYb4wk98A384SpfwTGGX7t06kyYcikpk4q4iov/az8rL7FgV+XhubCWqdSMLi+jbUDzR3VxMHOdD5FGgdAW5kskoC1VpGgNsb5bJlCTBVqsDifNSmdt67paIaLEjGRiFp46wOJ0BY1cS8QriIbLk3L4mbgtUSNFfnQIBcyyrWMTAhsVTsQuT2CIscq6VQBSiG2t6kXS6qFHDKD6DTt+7XA+Rg3vuDWDIniCh04IG3ApZxZEEawrDp0iumZ7UsZu0XC7n28973v5Z/+6Z94+9vffkHb33nnnVPFxR7/+MfzwQ9+cGqbv/qrv+JhD3sYi4vz7S4u5TN1xxACbvlGeN8rQftZ31kCjZnPsy9Ss4SWnbPPWe1ehDbOdyvP2+9C2kjXn6+NeS+VO7Ux75g7tXGufl6qNmaPebnbmD3e1dhGdxV6V2Zxq4sdo9GI3/u93+NlL3vZWcTBvLjzzjvJsiw+Lx//+Mfz2te+liNHjnDdddcB7pkK8LjHPW7uMa6IZypwy83XcH3e55OdU8jMYdJQRwE7jWMBpDJn3S9SWJRXkNaTDNlkmEKh+/5lpdOBTomV0nnrWwtb246w7XaweYYtc0wnp14qsJmb/Nalw2G6cFgWAAM28+IDX0jMZGAKV1eh6VpMz2D7ToTQ69R0ipp+UTEoJjG7yuCxnVHksomT80o44UE442C/JYDKOIusQmoyj4FH2nXMFeFy/005Ky4nXKg9Xra4V4AggJD+uEo4v9gswcN40jgXxuFfiMRr5nPoa+MtDmwolqvJhHZfdeHI37CPEq6orgAmMvPiCe0y33DnPNI5jZJxn4DfA1E7abI4JmHc0mNLgS/cGxTHbnyrxm0npaUoGoaUGGUxPRgvKcaVw8+iATURZNuOlBUa6trj6OThJbQjPWWo69Ao1MSSjQyiycm3cvKNDLmtsHUDeeay1bSGpYHD/E3j8LgxUNc0iyWjfaVrpWOQpXbb+QLFgHu309Ivd12amvPy2xPH3//ttxdGkA8V1++5fJZilzpuv/12nvKUp/DlX/7l5932zjvvBIhY9dGPfjRZlvHBD36QBz/4wQCsr6/zD//wD7z4xS+ee4xL/Uw1xnD8+HE6nU5UlAaSLJCFQLQaSAnaoBgFRxKmtgBpWn2wJghWAYuLixRFQb/fj0W9AqE3S/DmeU632422AktLS/T7fbrdLt1uNxbcmvV6BaYI5ZRYDUXJghVAIBXDdiFmlbSzqs5UyRlI1dQOYNbiIB3H2TZC30OKfyDGZ9tOyeMw9rPnMEseh21nC5J1Oh1WVlaiXcFwOGRraytaGAS1b8iiCT9N0zAejxmNRkwmE86cOROvdSBai6KI5xPWLS0txWud1glJVcApsZles/TvlKQOXsCXI3YJ2sscTdPw5je/mR/+4R8+K01hMpnw0z/907z85S/n2muvZX19nZe85CUAfO/3fm/c7iUveQmvfe1rec5znsMjHvEIfvM3f5O77rqLH/uxH7uk53KuuPWGA3TvgSrXTq1qDNZIhHSgVUoTU8KsB3pChrR/p3ysB5LOcVxqe5E5EBuArFLQLbFFhunm6G5GPVBUixKd4wEsLq1L0JK1gO5YdNdieho5aOh0K5b7IxaKCSvlkEw6cOVm8QU5Os62K2wEapk00TJA+sJcpWxahQEOjGaJUlYpQym19xl1X7g29co/NHDEdS41pdSx0mxQ5GpPHEvpPhceFMf3Sq+0rY1CeqJZSa+gtZ4otgq8v5dJALHSNi7LpIkkNCr4jQmMdADY+dIKxnXuruHCmLJoGI0LJlsFtpaYXGFKEDUU697HTXnM5ouIyQZkHQh0iVSCbKSQnRwZ5KRVjc0kQiqskC4FsMrBWkwhnE2Ccn23FoR0JKwhrdToVQ0CR8iG8bJgpY2k7nXdAVnW/od3qeP+sDj4xCc+wbFjx/hn/+yfTc28hzh58iQf/ehHWVlZ4dGPfvTcF/IL2eZyxRvf+EYe/ehHz1URvOIVr+Bbv/VbefSjH40xht/+7d/mf/yP/8Fb3vKWuM2LXvQi3vjGN/LGN76RH/mRH+HDH/4wd9xxB69+9asv5Wnct9j7MFi6CU5/5vzqwam3px22PR+J+kBrY6fYbePithGWX0gb87a5EtpYvhnyPl8K8Y53vIOtrS1++Id/+Kx1v/d7v0en0+G2226jLEs+9KEP8apXvYrv/d7vjRkMz3jGM3jQgx7Ez/zMz3D77bezvb3NK17xCm677TYe9KAHXeKzuXfR7RU89ppr+Wx2HHKDtI6ctVZgtHBYQxqyzFlTyUBYeSLPenwmPbHZSKcWnCwp1La36ep2HI7JlBMeACCgLBy2lQJb5uh+jikV9UBS9yS6cJs1HeFVsm5Pk3sM5cU/urSOoO0YbNcgew1F2TDoTOiXE/p5xWIxJhMOi4dJf+2xX0ts4orL+vMLRKaxMrEscJlhudTRRiDYIAQrg0DMZlKjhKXwla4CXoYWCythfSaUJcP44rQB6zYo6Uha5fsVMDa4DLMcHW3GHCZvHwtBMBHQdiacUCKcV+bPLfNZZ0GdK4WlFopCNuRSRgwf1LUGQWN0xMylr0fReI9e4++RxrisN4MjaidNRtmtsUAnb5jUGZNRTjPKwAjMSGEK1+FQ60FYd62xDk8LI9x4GYelhba+ULLLWkPkZMMG0y18UTADZensDXKFaAyUBbYx0CnBWmcLV7qJCYGz35AeIwtv3WC8nUZK3AoSnG1JioI5W4P4zics1ggWJx0OrHxpELShTsKb3/zms9Z9/OMf50//9E958YtfzPLyMocPH+aFL3whN998M9/wDd8AwMrKCt///d/Pa17zGp72tKexZ88eXv7yl7O0tMR3fdd3XerT2TGOHj0a7QNSUjGQmLPKVJj2pNVa0+/3OX78eDxGUIcGFWYgbUPxrsFgEH1cA3kbSM6Q/h6KgfV6vaj+DJ87nU5U7M5TwUJLtgaSMXwOyuBwrqltQ+rnOptun/qizpLB4XiBkEzXpTFL0Kb9nLWPCDFL9qVq3tR6YFa1m5K0eZ5HG4Ew3kHRurW1RV3XkQyfTCasr69P9Te1RajresrndjgcRnI1EO2pRUV63wTSN+XTUuI4vVYhwlin5LQQgrquWVtb2+Guvv9jVh09u+5qjvvEXJyrWtuhQ4fuc2d2ine9610cO3aMH/mRHzlrXVmW3HrrrXzt134tKysrXHPNNRw6dIj3ve99U0VqfuqnfornPve5POEJT2BxcZHXvva1vO1tb+PhD3/4Re/vfY2br9nDyqTnSMWgmFUhpYiplx7hvVjDjwVkJcg3LWrUOFJWCERVuzQc40k7Y90yT+KF6rWI9rfwNqayBjUBk3tytq+RvZacXe6M6OXTviOzX4eQmdP42XNoM+UDwJOiBZoCEhVuAHCKyig/q05UJWgrz1JOSr9WBDWG9+YKANN5abmtaiujz1Yo2gCOpA2ErrGCxqqokg0KhKASPuuEad9RpSel3XkLv7+bCc+VplvU5Jmh0Yo8b8h7NbKjMV1D0zOYAnTHz+7XDh+KtD1/rWRjybz3lqg1jCbTg++vtbDWvdgQQKl/gSLpnwVkSDUM91rapvU/gB972Qgetrr3svphhb7v9HNv4gtf+AKPf/zj+YZv+AZe/epX85jHPIY/+IM/mNrmv/yX/8KNN97Iv/23/5bbbruNxz3ucZw4ceJeb3O54syZM/zxH/8xP/qjPzp3/Td+4zfyr/7Vv2J5eZnBYMDrXvc63vzmN/Oc5zwnbvOoRz2Kt7zlLfzcz/0cCwsLPPnJT+bHf/zH4wTZFR3lAtz0JPc5JZfmhdjhcxrnu8d227i4bdiZbR+obZxvPud8JPGlbmNe3PBE50P7JRC33347t912G9dee7alw9d93dfxJ3/yJ+zfv5+lpSWe+cxn8rznPY83vOENcZuyLHnnO9/Jpz71KVZWVjh48CAHDhzgd3/3dy/hWdy3EELwtQ+6GbmRRSUswmFVqUwkoGya7k1rQyW92CB4kGIE2TbkW8ZhWmsdEas1BFyrfQlQ77MvJl7hKJwnqVHOrsBZdhEnD5yvp8NB2ShMdjucq3sGO3BYt+xWLPZGrPa2WSwmdLN6+itgp299S0u+Wa8OTbG7Sb4sgax1528TPGySgmIOn5lQI8F7wDolro1YONh9ATFLLIyx9BYKAovC1W/IPC7OouBARlLUWnesgLuNDcKLgLe9Athj6NA/bSUTrwwOhVmt/wn7t2iTKAxwfQ6Y2fhxc2R12F94L14AJS2dvKHXqVDSUGuFVIaiW5P1GkRpMB1D0zeecLfojieaxyCa9h0HaIsxC+G9Ya23SGicL23VwHDi7isp3L0WOm0tItTzCGSIdgIKdKseD2rZmJkWMLZsOzGNs/0ySfuWHizOjODBxTKrK18ak15vetObWFpa4tnPfvZZ6x784AdTVRUPfehDWV1d5SEPeQj79+/nf/2v/zWlDnz961/PIx7xCG666SaWl5d573vfy7ve9a4dM70uRxw7dozTp09PFeRKFZxpuvmsCtNaG71nq6qKxFsoHDVrAxCOGY6fkpFh+1B4qizLSMj2ej16vd6U32was1YG6c88L9Od1LDh71lv2DRSRWyIdHzSMUoLXqVjkY5NunyWWJ1tPyVf551X6MM8UhOcIrnT6aCUQmsdxzj87vV6UeEa/GZn+5AqXsfjMXVdU9d19IKdJbTDdQ7XuK7rKWIzvU6z5HraZkqyB7L5+PHjXK6YvX6zP1dz3CfU/KhHPYq3vvWtfPVXf/XU8re97W28+MUvvuhs+td//ddz5MgRDh48OHf9C1/4Ql74wheyvr7OYDCID500pJT8h//wH3jta1/L+vo6e/fuvaLUbAB7VwfcOjjI/zTrHrh4MGcdQAGmGDpLAi5w3qXZ2CAnTbuNEIgmUYrWDTbPELVBTgzZ2NB0RfRmCkWfRANyaKmWBE3PpXqJjqbo1gw6EwbFhK6qYwqU64+fyfMz+hEo0hbNMp4FDsSsgAgsgwo19NvNsLfnZ/3+IeUqHE8I4n7CK2bDOimEs1nAxJSwAIqDCtmlYOnoKxvOxQFSp2SwNhQ7CMcXGOt/I5D+eokE9VmvsjW2Pe+ARK1xCt1eWTFpMhotyXKDEDWVr1aLV5AIDcW6oR4Imm7rRWvxLxoa1MhVsBXaOCK2qt2sft1AnnuivvFFDZyCgABS/cy8Q8jWAUthHWOfzO7PJRwMKCRfecP87+alCmMEYgelrDEX/j2fTCY8/elP58u//Mt5//vfHyue/vmf/3nc5hOf+AQ/8RM/wR133MH3fd/3sb29zdd8zdfwkz/5k/ze7/3eBW9zOaPX6/GZz3yGa665Zu76r/3ar+UDH/gAo9EIgG63O3e77/3e7+W7v/u7YwXakFJz5YeAW78XPnoHmDouOit2IqXmHC7+nt3Hzqy/r3E1tjFv/C5GGzvtM6+Nc/XpSm9j3nZXchuz11QouPnr4QrDWvdXvPWtb93xpf/666/njjvuQGvN5uYmy8vLc7f7yq/8Sj7ykY+wtrZGnucMBoP7sccXNx53601c93eLHLInHUaZ4y/qOcwYcZI+JTv9fZQNHaZVY90Wdgov4R7LWs/8ikmFzZxfqBw3WJWTDw0ml2jpiit5NjNiqHziWpws43Bu12BLgyobOt2afqdisTOhl9fk0qljA67EBm9ZYhEwgVPAuqw2X+kXR8qZoCTzeFf69Y2RZKK1NgjrA552PrMt5WkBrMAIj1c9ThZT+7SWYoLWb9YgkLRiiICXHTEqY2aboCWTayN9tplw/KTHuYF0rI0iU3XE+UHYAL7ulRVhCBwp7TH72ZM67buESqwVTKqw9pYPQlgKaZClpdZeYCEsRaehUYYasCivjBa+CC7kW84ibLwi2meVCVDXusw0095zrnCYU0vbSYVQCnKw4xqURExqh7FT8saLXkT0X/bqWeGuuQk1KwLG9tg7vOMFUtftOzNCxr1rPP5BN5LnXxqTXi9+8Yt50YteNNdyoNPp8Au/8Av8wi/8AmtraywvL899rx8MBvzBH/wBw+GQ0WjEnh3Mqs0AAQAASURBVD1XnuXO1tYWd911F9ddd91ZisDZlP+0EFVYN5lMIqmaRkpkBoVmIPLG43FUcaaE5GQyoWka9uzZEwnDoKINlgZB1Tsv7X/2GqTp8bPbhHOdPcbs+e9E+Kb7p+MxS2amx0jbSpW6s+N2LgXtvL7udJ1mtwnHLssyer6GwmqpVUIgYANeCArccPxQJCwQtIHEDWrdoKgNbYRIbTGCWnh2nOYptmevZZgYCErfyxEP5CJh90ny9oxnPIMnPelJ/NIv/RJaazY2NvihH/ohnve85/ELv/ALF7uPLC4u7kjOprG0tDSXnE2jKAr27dt3xZGzACpTPPWGW2Akp0jJMNtqTPCCwpNqxBltR6IJTC6wSjpvpMrP9msdTe6xDtiKqkFW2hWamlhU7ZSYSKc0EMbNOtcLFlNaRKnJO27WuldU9LMqpqJJYabSyKWHWSLALQGFbIshWOsAmFO6tjP6ARQKj6RDQYQoBKUFPGF2PYDIYIsQxiwoZ0MfQkpY2ofo7wQYZHxpCAAzgFygBbGeXA7FHEIbYT0I1w8bVL4i9ikoC5xa14EvKQxl1lBkmkxplLKoQrsCXhJ017oiFX3hFM0OebpKsMa6a2Y9KJQCm3k7C6ncC82kcjP+dRNV1K6KrKssawNATEKo1koD45W1xr0IEH4nu3QbxbULl3cm2p7n50LjHe94B5/+9Kd5/etfH2fge73elHf1W9/6Vq699lq+7/u+D4B+v89P/MRP8Ed/9EexeuqFbHM5oygKrr/++rNmwGcjeEydK6SU7Nu37yoiZ3Ev+Tc8EfY9/Owb5Hw3Trpu3r7n+j2vjXntPFDaON++V1ob89ZdzjYu9Pf92ca8/S90LMoB7Dm/b+ADJa677joWFhbOuY1SakdyNo1QHftqipWVAd+078uw44DDbYtRExJKp1gWWrzrFZwChzmsAF1IrPKk7PYIjJ+E1hoar14MpG2jPbadwbeV9b79uKJgyX979UBQL4DpWCgMqtuSswHrltFaAJR01gCW9h0i4NRQ4Csgx8zbCwSi1GE+h22hteBKrbHCcUMLSmhatWxL1Qa1a7DnChjT4WETVbLQ4upM6ETE4NoLWWdKhu2D0CB8iRN62HrBhRcsmJD15vum/LHDsrBfwOfSW0NI3164/rnS8SZIcXP8OyqKnXerw+duv07WkCvjCq5Jg1IGVWhEZhwuzhz5Xi+4a60LT9T6d3dhWqGD1BYMsTiylQKbK3fPeZswawxiNHaDEbMRTcTWsnaYnNpjZdHeKeGTUM6CIvrSpjjb13qYwtrtpUA2gq9c3bm49QMtQkGq88XKysp53+t7vd4VSc6CUzV+7GMfi4WuUiJs1kIgxCxpGfxqU7IuLfgExPT4uq6j72nYPhQGM8ZEv9myLOl0OnS73WiNkBbDmu1r+jt8nrUUmCUEU4Xr7DFSgnOWHJxnqZAeN41ZAjeNecrf8HmWqExVprOK3fTc0v1hurBWOH6wr0h/iqKIVg1Brdzr9RiNRlPXNCh70/MPVhDBNqKqqrMUwKmH7ez9NHut0j6nf6djtra2xnA4PGtML1XsKmhn4jd+4zd4+tOfzvOf/3ze8573cPfddzMYDPjbv/1bHvGIR1zsPn5JxeO/7CaWP9NlreNJHA/ApLCQeHbZqXVMK01zBRbseIKQytsd+BtVCqyUCO0Ul9m2oFQChMAol+JjC9CloB5YB1o7BlloiqKmm9d0s9r7h4kWrCFa8BRACKKdufd5ZoGUDUQnOGwdUrVEhKHENC7ptw++sjYZgwAI23bb7doUfdumk3kgHVUF6UtDYl3QglAP1FJVgGiLoQWA7Wb2XQGxJikkFlQRYb9AChvhwbbfRwpDEb6NwlJZ0FrQIJGVoOk5gjYbWWzX98P70KrKRLDpVCZO6Wu1duRs43+nDyvvgxXGJ3lER7CIbX+7a+QHLlWkCriuWOTA6mUmaGesLmbXgavEmsa8QgB/+Zd/ya233srBgwf50Ic+hBCCW2+9deql+6Mf/SiPfOQjp/Z71KMeRVVVfOpTn+Ixj3nMBW2zG5c58j484jlw7O/xD5+pF6GzloXlc9U/O2wf9pm3Pv18f7SRLrtcbewUX2wbs+suVhvz9r2cbex0H85rI112MdtI79cLaSM9xv5HwMLZ6f678cCNZz7mK/m9v/goo3JMJN28ilBKGwmrQNwC0WrJkXYe50KUkNhcQaaw4wlIGUlZIbQjxoInkxTu71ojx5rMS0vrvsIKR5bJXLhiYBk0PUHTt5jSYDsGWRryQtMpajoe6+ZJYdpwa4eMqMZKJG36fcgGSwlnjYw40WFS6222iJP94XxdG20WmBMnuKUxiw6mxii+D+C8bUMb2kjXa2/x1RgSHO2z9a2lts77wbcS28h80VwpnP9t7Y9nvNI2hPFkrbXQIKeFDf6IwbJMeUGGK6DWEtmuuG5QyaYPEDfywcotDJI7pkQYE4l/pax/z8mQsqYSlkZYGpEhM0Gx7shZUwjUyJJvWeq+fwcx1tmI1dbhaU/UIgRoE2YXoK69nYZ2dhvWtpYHeD5VTj8gw/tL8I8V0voi0CLe++FeicII/O+wLrkuK02HRzxo95n6QIw777yTzc3NWPMiqBsDYTZPjZkSg0KIWGQs9XlNic1QbKqua4bDYTx+Wlis2+2yuLgYydm0uNhsHaCUsEtVqSlpOo9YTcnOWRVs2GceoXouZWxYlrYVlKjpsjBeqcp1loycPZ/Zc0jbT/1wd1JtzlpUzJK9wU+22+1GVagQgvF4TL/fjwXEOp0O1tpIstd1fRahHPYPSt2dVMZhHNJ959k+zJsUCOdw9913RzXu5YhzEbH3haA9efIkb3rTm3j/+9/PD/zAD/A93/M9U+vf+9738rrXve6s/d7+9rfHWgIAx48f59d//df51Kc+xQ033MBLXvKSCypymMZ9No18+tOfznd/93fzoQ99iEOHDvFrv/Zru+TsRYhr9y3x0Gzf1EuQmzH2GIG2+ACebAxEoVE4k3sPUmkabFNjjXHA1loHNjJH2orGpfDIiUHWXllpQRhfPKEAUxqnni0aOkVDv6golPbEqYngNBCrAcimM/cSX63XE7khdcnhaf+wxEzNvoffcRjsNGELgWNwStaQAoUnEcO4tClTxgPDllAVggiUwY1vOBeDJKTmSQ+O3fi354hI/XJlBMuh185PzWt8bQDjrR1DrnQE7sqT7+Fz2atRCxWmNDQDi+4S21SVdYpo3Iy/KxpmEMYtt0okaVcCqgqsJ2z9MUQQLAhLmPALvsdTjzQrQAtMJaEJhsXEmX6hBQ9f2Eu3c24l5v0evlr0vJ8Acm+44QaWlpbiz2te85qzDnPs2DHyPOdxj3scP/3TP82P//iPc8MNN/D7v//7cZszZ87ECrEhwqz8mTNnLnib3bjMIQQ89JlQLk2TT7NE1Dxi6nzL7s36C9n+vrTBzLYXq43Z7c7Vxr0di8vdxk7bXw1tzGvzYrRxrrbO18bNXw/yMv/fsBuXNB58436+0u5zUCxgNYHDf37CF+HWySkPToettGmxly5wWWFSuIM02uHa2ikX7WjsPuOIMptlzgvUgmg0UrtUdYdvPcHnMa7NQBcW3bHY0iILTVY2lEVNJ28Y5BMK1fj+t9lewYLA3eYt/g3ZVFiHAwNuDIRl8JMNk/2SlrS1QO7VrWl2mYpZah57ekWlsS3p6wfQY9rQDyIOTrF5UN2GrLSgbBVR4eq2zaSJ1yJMcIevdcCxfij9Ohsn+kO9h5DlRtwmySLzCuTUUiyOM8QCw+CI3XAfhbaVMORKx3eIoEAGgZQGKS1lp6ZcrBC9BltY6oGlXrCE1wQrQE0sQreZfrLG42nriH5vGWaVcvddStaOXa0HqzW2aUD4ws0Wh68zN0JOJeuvZ2ac2DYdF4HDqMbhbFupVj0r/DuFIWLxr+jtZe/K1aWs340Li7W1NQ4dOnQWIZYWo0rVp+m6oMAMy4NSctZ3NmwT0uODgjYl5AIxO0vOBnVnaD8cczZmSb/0XNLls+TyvPT6sP08wvZcafjp37OK3Vl7hHQ8z6UIniWL56liZ8nw2TFK1bOhb2G7oIIdDAYMBgOKoohEedgvXKtAps566YZrG9oKStnU4iAQt+lYBCI/7Ws4drC8SM8hFCu76667uJyRktHzfu5N/MVf/AWPfOQjueeee/g//+f/8JnPfOasbQ4fPswHP/hBXvSiF039pGKv06dP89Vf/dX87d/+Lc961rM4ceIEj33sY/nUpz51r/pznxS0n/vc53jOc57D5z//ed71rnfx/ve/n9tuu42Xvexl/OIv/uJ502Z3Y+coypwnX/dg/vr4IaxKHxIC4yu0tin+ASb5lKDCIGsvu88zmPhiUbX3SRK5szuYVFgKV3yqalCZROjM+ZLilAW6tOiugdKQFQ2dsqbnFQUByElhabzaVIAna0N/ZLQcMIjow5oHkJucs7WgcTPwKgFiAdRYI5Ey2Be09gJSWF/EwIGZAGCdhYBMqug6EBR8ZkMbre4gVSG0xcXwo5uSuNajXmOFVxjIKcI47CP9VH98Z/WXKi2KVmsVFQ8OLBtAuvQ3K8jLBt1XOCsrhdAetFk3028lGOVBnHDWFqbMkMMxttFgjZvdF85fiEaDckoSR+b7lwmDE91OnYTAhqIE4Gb9CWPcFkcTjeCfHbj2shYIA6802WGyLCw/dOjQlD/gPE+roij4yEc+wn/7b/8t2hr8yq/8Cs9//vP5+q//eq655hqKojgrpSP8HdL8L2Sb3bgCYvXL4Javh0/+yfTyc028tm+lFxZ2h23T48y2dzHamH07vhxt7LTfTsef1595bczb5mK0kT7Ed9u4sLZ3akPl8OBv8v/57caXSpSdnGc99FY+fOgebFfP/L/slUNGIKV13vEhJT6m61saX/jJZi5DCAEUOX6m3qWaN42zcMozbGMQwmNbkyHyDGEtRji/WNn4iXsn1ERnToSgexbTMVA6crYTyNliQqk0MimmpX0WVsClIbPNzZU7FWkQCwTi1nrlqEREkYAVAoWl8kSv8etrqyJpa2lVuoqAYwVZ9II1/rgug855yOL76Pf1BLmhLfIF7TuEm78XUc1qbFDg2vRyIYWNitmA22WihA3q4eBrG0hoPyyRoBbCRq/e8MgIuNhh5ratoJYNJHJa+EzijmOMPYsEzqRB6wwlnVdtnml0t6GxAp1ZrJJeoCpQY38u3ibMKEfax5ACkyvnTTuuHKY2XtngCVkLTvRiDZSFV9B6cYsCSStGEaLVTIROp36zWIezI/MtLVbLlpzFFfZ90i03fcn4z36pRV3XfOITn5gqXj6rSk1JxPS9K3jLBpKvqqpod5B6mlZVRVEUNE2DlJKqqghp8dbaWMAqeM2Gn6CenWcnkP4OfZ1V/ab9TUnQeerX2dhJVZuqXWeVsLPHShWz6TimYxza2sl7dna7nc5/9jrNKmaBaCkRjhuUzYG47Xa78RqldgZBPZsSu0EpnWUZ4/E4krGpgjbcA+DI2KIozrou4Viz5GZqHZqS0ePxmCNHjsy9ZpcqLqaC9lGPehR33nknZVnyR3/0RztuV5Yl3/It37Lj+l//9V+nqire+c53UpYlP/ADP8ATn/hEXvGKV/C2t73tgvtzn1iVRz3qUezbt4+///u/57bbbuNXfuVX+PM//3PuuOMOnvjEJ96XQ+5GEk99+JexPHS+j3G2O/6EGWf3rwM5bhbedCxN16sNlCIqZrWO6e42+HZVNWiDlZKmp2h6IZfMgRTda1UFeaEpMk2pmkhqYp0vlI6z6a0VQ/TQCv6sWJ/K73ZtPNBN06SEaM8pfKeCYjjaAiDibH8gOVWiUEgVBUGNIbDk0kQFQbATiMrd5HM4blA9KGHIhY4A3akRglUB0Z4AWrVAALomVLwlzIIHAtYT2EZMedKGbZX0FLfFeWmVGps7srxecH60wliyifNTQ4DOBTYT6G7m7CyyDDJPompP0jaN+60kNleYHGyOPw/h/Y09gIyAMdLL7r5rBLaWEIhiAx2d8YjrLm+BMABr5Dl/wHlZpz/zCNpbbrmFwWAw5Tn7nOc8h/F4zEc/+lEAbr75Zg4fPjy136FDh+K6C91mN66AkBk87iWg/L2Qkk9izmeSz3bmN+dZPrv+/m5DcP+0MUvMnauN2WOcq42d+javjXP184tp43zE55XcRvh8sduYd99cSBsrN8P+W9mNL7142mMezoO2Vs5K4zYm4CER8ZRNCDwAKT2OE1AvWYdvpHCZX0I4HOOtm2ywcLLGEWgB29ZNYPfQPUU9cD62wuMbq5wvqe5YbG5RpSbPNUXeUGYNudSxpgDCFfLSnmx1fSaqZFPsFzBvUHaG7cOXovFFsmoj49Lg9ypo7cFa1ar1XWgRf1CdFtIpSKNyl9Z+K3x2RKrDlK3owIkEcl8XwrXjfpRX8Ia2VVTVtlltYVnIUCtVQ+b9a1vlKxH7txZioXgwrcqXFDML9Gy6v23fAdLttZGxJocJWDrYnqlWXAGWPNdIj6NN6ZS01aKl6TmyPhs7uzBhwErhshCVQJcK08mwUrric7mzgoj3n89SxDibDbIMWyh0IZzHsbdcMD6TK/SXKCjBYelwZkHdbARWS2zlsXY8aejWGV/zZTfN/c7txgMjPv7xj8eiS/NIzBCz6tN+v09ZlpG4C2Rl+ElVtUGFKaWk1+vFtHlwRG+v16MoiiliNpCzaX/mEZY7KWDPtW8a5yLVUkIy/J5neZCuT71i033nfU6J3+DFOnu8eQTvPOuG9FxmCeNwPWbVtymJnGVZHP9+v8/S0hK9Xo+maZhMJpF8DdemLMvoXZt6+qbXPxCzeZ5Pqa1nFcCz5xDUsrPexmtra6ytre14vS5FXEwF7d69e+fyArOxtbXFD/7gD/KDP/iDvO51r2Nra2tq/Xve8x6++Zu/OR5LCMGzn/1s3vOe99yr/twngva1r30t//2///cp4+6nPOUp/P3f/z0PfvCD78shdyOJGw+s8ujiWkSS2pN6bIbveQC2YbbcFi4VHgTO0FR4Yta6AmHGtuBCgM0kup9TDzK3v3DknxXWAYzMIjJLkTUUqnFFu4JqAOH9qWwsMhCARrQ+CCk6tCoJaCvKKpEQzLTrg2dXloBH5WfUgyrBJAA2zPobD16VL0YQQGmsSpsQjq6fwQutBYAmKnAFjVGJaqIlkUOKG7SFGkKfwk9tvJLBE5/hmgX/ruhJlVzDkCaWK+MsDwRIZRC5wWYWk1u09wfWOS6NCjyYdIXlrBDYTo7IErK20TElkMzNhKkKbOb/Ywu/oi2AjB5Z7ie5Of29Fj7vE11u3Ltyvlv6fo/pSYyzfy40vvmbv5nt7W3uueeeuOyf/umfALj2Wuf79fSnP52/+Zu/mSJg3/GOd/CVX/mVXH/99Re8zW5cASEE3PA1cP0T/N+z63faL1m30z7nW3/evj0A2jgfuXqltXG+630lt7FTe5erjRueCOW5C2btxgMzVlb6fMcND0f4greObGsJtSg2ECSKTndDhSKqCEuzYDCFJ0Uz5UgwY5x61hjnRQstrtV+1loKTJHRLBRUCy2+tQLnLyrA5NZh3NwVbCpyX2xKNZFgDcrUtNiVm9R3zQZo0dZCCDe/w6vBmSGEEwqAkm2WVmgL2q9UUKOGYrduu8S/1SY1H2zAvXaKVA1WYoEYzYRJ+msidteeNA61HEI/g0Cixc1EFaxOMG+tVRQlBKI5iCqCCMOPiFfxtj62LW6WND7zLVggOHV1uD/aGhHGF9FSsiWJjSf8o0WDcr65MuDozLiiYZnFenGC7oAuQedgpcfEosXTNvNYVwlsp4BMIbw9HHnmLA+q2k0MCOGwtXUWZAjrCNp40/n7JWBqLTDajYVtRKz7EO8VS4u1k983ygE3Hzx/wazduHrjxIkTfPazn41/7+QHGgi0oJYMpGog98K61Jc0kG0AWZbR7/cjORu2UUpFAi8tYjXPTuBcnrHzyNs0ZknP9HxnrRxmj5m2lRKws0ToTiTxbJ9myeN07NJtZonl2WsTflLLgZ2OP0vqhr6mxHCWZeR5Hq9HSpg3TTO1DRB9hMMxpJTRygKIxcOapiHP86n2g0p39mdWnZyex9GjR5mETO3LFDtdg3SsNzY2pn6+2D4/5SlP4alPfSpPetKTeOtb38qtt97KqVOn4vrPfe5zZ73n33DDDayvr98rQvs+EbQvfvGL5y5fWVnh7W9/+3055G4kkecZ3/zghyJHzvNznupfynZmGk8wysJQLTvfJJRyP8Y4ci4SswLyHNMt0Ysdmm6bKuML1WIKsNKCtChlYqXUACLbyq8edwQSGZ9iFS0BhAdWTiEavLA0MhKjbseWnhUQgWSa8hZ8saBVsOLba72vDLnU8Ti5MOQyAbceQEe1QSIfij5dvs0AjAOITfuXVs0NKW0AtVERcLr+CV80QpBL48F6a8+QCePtDFogHI4czltKDywV/sfGCsSqssjGgUsrBSaT2NIBSCulu/ZVhR2PnZJWSWy/iykVuuMU13ilinNDkLSFwfy4pIAxXOuwTFkeuXoNS4Pu2TfoJY6d/GejD+0FxlOf+lS+/du/ndtuu403v/nNvOENb+C5z30u3/md38mttzo12LOf/Wy+5mu+httuu403velN/MzP/Az/9b/+V371V381HudCttmNKySyDjz+JSBa6477NXbbuLRtnO8YD5Q2LkZcrDaEgq/4Ti58pmA3HmjxbU/4Kq7Z6LdFRROsNEVaChtVj+0yp4S0PUO1aBGNFxkUPu1HO1xrjXEqWot7fhcFtpNjBl2apdJNXIdjapBVUEnaiKcQlizTEefmiZ1WTE8nYMQQLSLURsbiYDaiS4f9HEFp8VRc9I611gsXIH4O4eoQmJgFFvYJE/gpaTvtQ0u0EMC3l8mAiV3vM2HIhI7nmB4j4NagbG7VtR6LCuuxulsvRVs3Qib4upVq0JK8tN6x4Ty0lVRaReI+3CPWOsWyI7KdKlfENh32V9LGcQrE7LRww+N04a6KUg5HoyxWWqz/bXKwWVDRWqR21mFW4PB0LjGFEzvYzBdbajR2UmFHYzchYC0UBWbQQXcUVkK1YuPkQygOZrTPlAuigfDbbwdMiyE8uewGwt1DT73+Fnq98yu8duPqjaZp+OhHPxp9Y+eRm7OWckIIut0ug8EAY8yO6kghXBGxbrdLv9+PdmvW2kj4FUURbRICOTurnp3tU6o8nVXAzloOzFPIpv1L1Z/zSNxZMjftQ0rqpkrisGwn0ngeqTuPGJ533qllQdrvlNBMfXtT5XN6HdNCXiHCNUh/F0URfYWDTUJYn+d5JHfDNkEtrZSi2+1GhXSe51Pnl6p6Z0ny0LdZ0vzOO++cez0vZVyIgvZC6s9caHzrt34r73rXu3j+85/Pj/3Yj/GBD3wArTWvetWr4jZVVdHr9ab2C39XVXXBbd1nI5sTJ07wxje+kU9+8pMAfMVXfAUveMELplS1u3Hf46u/7Eb2/32fo91NwBGyQXXgUhNs8kX3Dw9lqJZBdxSqyBBlDuNxTMexwgPCIsOWOUiJbAyqFiCMAyQLIqpnyQxZ5kBrobQjFP3MeEjr0gm4CrP7tVURlGFdFdj0uaZ80bAwO24QCNsSsBZHXjaeyG2tE1qQLPD7idaTN8ywC+lIUO2VrJkwEedk0tAYGQFkSjoHgldH5W9LmkYuGTerYXHWCS71TUbwaKVxymc/Hpkw0afXWOL4gSeX44PfRsV0VAL4MZLKAUqkxUoRyVpZg5r4B2djY/oexjrgWDfuJ7ToX16sFFQLYAuTXBcxV2lqLQjlACYqsLYWDMhG8IRrb0Spy+s/G+Mi/T/x9re/nTe+8Y28+93vptfr8Yu/+Iv84A/+YFwvpeTP/uzP+I3f+A3e/e53s7Kywl/91V9N2btcyDa7cYWEEHDLN8Deh8OJj5+9Pn3jTD/Pi53WxwmOc6y/kDbS41yuNsQFrt9t44tvI32m3ZdjXK42lm6A6584zcTtxpdUXLN/kWesPJjfnXwU22knygMJ6DCHRXmlYWoXBU4kIHLDeF+GKSSyUIiyQGSZV9Bab9ukHN7JM4dtOwU2V67GQm2Ryrr0dWWppXD+oAUugyizCGXJM2fj1clqlDAU0tl5BZusgC8tTJGJAkcSGqPiVyCQhGnR2/AVC3URlLA0/pxDVliw44KApb2XbcyuYop8nfotRPSHDVjWWqdstU6+jBIGLRxxLAwtCew7p7zPbrhOJKpa6/FhJjXBUCFkgYXMtdCjcL4i6V8mNA0Ki1PHSmvRRpIr7YvCtcIKKVvP30BqCzFNGFsctk/tGOJ7kAgqZUMTr4v1nsbGWXV5HG0UmMwpFFRlkZUnVhsbldZOpmwQjbOIs3WNrZ3KGmshz6HbwZbODkF3oFmwjhD2N0VQx0aMnT4vpbunhPIKbGPjZyGN86EFOrXiaQ+9d1XAd+PqjM985jOcOnWKAwcOADCPKEyJPmtd8a/V1dWotgwqy7TAWCBoAzkX0tZDqnxIf8/zPJJ+qSIzbXuemnV2+ay/6ey5pNvPkqtBGTyPnJ1Hts6OzSzJm47VvL7MI4Zn1bKz456SmrP7z47HbP9TT9h5lgmpojaMf/q5qiomk0m8jqGPgZgMBcRChCJvUkqWl5fPIt1nr9Hsec368k4mk8teICz0ZSeSOCy/kPozFxrpcQD6/T5PfepT+chHPhKXLS8vc/r06antTp06hRCCpaWlC27rPhG0733ve3nmM5/Jvn37eMxjHgPAb/3Wb/HqV7+ad73rXXzd133dfTnsbiRx4Jplnrb/wdwx+X/+P/CWiAUwWkaFafQ2ElDtsYz3SPIzEtEpYWvolJQmoRmlRBiLqDQKjxyMRHadusD6mVsRZ6nbtKngqaXxs+2zugIPJg2CjNYvNoBWE7a33k7AFxMLwC2XbVGJtKBW1CtMzeI7+Ky8V1hjJQgRZ/Gjf1bSfogA4loA2SoSZivsYt3sdZMoIFKCV/qUM+eHq1DSOGWAcNesmigy5fpobJv2lZ6X61ML7oPyIGyFcn7BBCWtBKEt2chglEBVDkC6Hx0Vs2Ddtc8V9LuYIkMXgskeR/iG2f04Jp7gtla4qsdh3JN7DyuwAhZMweNvvuFct/ElizRFct66exNZlsXKjDtFr9fjZ3/2Z895nAvZZjeukOiswNf8FPzpj4LVO293PmL0XHGhJO/52jjXRMSlaCPd/nK10TIA52/jiyHVr6Y2zkUiX6o2QjzkW6C7eo4D7cYDPaSU/ODXP453/7fPcryz6ZcKwBDe9ZzlgYziA/B41pN+QllGByzDaxQLm2A7BaIsoKpcbQVrEeElVAinsrUgKu0ylrTHj8oRcnXXKRzD90H4NHghnUBAJqSqCVg3wajQkpXW/REJVIdXWyyphKUxLZ4KOlBrWzGBI1N9HSicx20pG3Rso8XNIcIEvvvOtlgYEt9ZYYmZbd52QXs8HRSsqda1lSC0hXpjtpkg2pg5XGo93jXRPgGIfrPWWy9YJEK0SuDwphBJak9Gaz9mlbdKyJVGScOoKt37AO34xvvC4+Mp+wV/PgYRP0thQKj21lOtQtYq3LuVdL/VxKLGGpNLZG2QtctGlB5XB/sMIV1OnSuuKxCdEtvvYDOFyQWj/QJb+qvt38+Id47DzkJarHb3t+tq8n7j7894fXzhsIeVqzz8QQd2/L7txgMn1tfX+djHPsY111wTl6UFpdL0+1Sheu211zIYDBgOh+R5Hr1KQwTSL/WhDdHr9aY8V4PCcyeyMfRlXup/aCv83kk1O1tMLKTgz9t2nnp1luSdZytwPnuFC91mXj/ScQmkcvpbCBEJ8Nn+hb/TNuYpdVPbg5SgDV60SinquqZpmmhLkBaUA/dO2+l0ok3CyspK7N88FfLssnkWDcePHz+LhLwccSEEbag7c3/F2tpatJkAeOQjHxlr1oT4f//v//GQhzyETqdzwce9T9K3f/kv/yU//uM/zmc/+1n+8A//kD/8wz/ks5/9LC9+8Yv5iZ/4iftyyN2YCSkl3/6or6K/2Yl+RU2taBqF1jKa5Bsj3U+wA+hpNm9WblZYSES4aYzB1g0gEHWDGNfIcY2oDbI2TslpPVjBgTvhgUQmdfRdDQrQ4B8rPeWqfAEsISyNVczaGWR+hjxYCARQqTCxUq6xMNFZLCIWwON0obQUSgZFgVv2/7P35/GWVOW5OP68a1Xtvc/U3dDdSNM0yCAggigOEUFFHKJ+Eb0Y0ZgrYkQ/GI0ar7lOiTEm0czRTDdxyKAkavwFc4NB4sV5QhFBUWZkngfpM+2haq3398e73lVr16l9zunm0H26Oe/ns/vsU7VqrZpO9VPPet7nrfzBKlI3MWIQlQY4qiAYVAHy9PlMipcq9YSOmaslAVXqWh1BP8wCPi356KNVFSXjSP5GdUL4eEX84TxaK+DWhtQsmLDvRmb9iQHTc7A9B1N42J4DFZJyRdaASyfXnEVlwpmFbxkM1hOKfWSWvrrfwjlI0uXkAnOVahV2T5+Fh47tgwM3b1j6Zt4VoV5foz5rsRaLBRFw9MuBrU+R35WsGhXp+pT8GnWrpYRkSqLu6BiLEWi7aoz695Uao4noHjVG07ajxqBau711jKY+Ro2RrltqjKYYNQYBsC3g6JctsvFaPFLi4G2b8IoDjwVmM7Az8I7gSotiIDjWewo/k6JPXBVUMtYDkw7Th1u4cSuTxllW4VpmcFGCfVBbFSWoX8D0BzC9ElR6mIFXcAXiQMzpLwSQFZSo9lh6a9ugDtVJ/jSXSvGdYsjC26FtVImaGxf/vCrBgfyxqErWEiMPqf+lN+i5DGXYSa31IIeaFtal4NcaCNOAQyP2DZBN7RC0KFdK+qZ/7Ip/ozqWRZGreNUGjBzfM6jqQclabetBsOG9IX1v5kie6llGPKcMyW6zhpERo3DyDlGpYit/WbU3iIXKIn6u2SuEtpnxMMGujQwHLB32yUBsDgDAM7L5UvB0ybC9EqbvRPAgrLh4G/f7UpjOO5kQsBacW7i2QTFB6G5hIPOS+RYFFzIJABp6I6meuYqzU6wdrhcIMI7wvIMOx9hYC2ux9wcz49JLL8X27dsj6TYYDCIJlxZ+SgtArVu3DgcddBAARDIPQFRUqpWBqi/VnzRVS6YEbZ2wayrSlf7UfU+/N9kWpMtTkjPdl3p/i5HA+j0lE5v2p95ffZumn6O+j7JL0POkRG16fHX7hCa/VO1PiVi1NtAxVNnsvUev18NgMIgfVdLq2HpvKLmb5zk2bdqEycnJIdJ4VDG0lKSvx0033bRD6foPV6Sq4frn4bBf+Od//mfMzc3F3y+66CJ88YtfxOmnnx6XnXnmmfjyl78cVbW33nor/vVf/xVnnnnmDo21UwTtDTfcgHe9611DkmdjDN75zncOmVuvxUOLow56FJ7UOgDczcRLEwhIQkFJMpOPQH7mHt0DgPkDx+D2GQfWTUihKIKY2s/Ngee6oPleALJl+HgpEGY4KgxU/Vp5XlUK2rTgVuqDlaVgEAQTEq8UmImfVKXIVfBpY+EFQSQmwGRVHlSOXwqWKxyjM/gaDAwVP9DUtEpJWzEZ2oaByq8WC4lgVemqogCoUtAASctCPC8CngfOovAGnayIe0YJ0PVMFTEKwX+qdjBJ31L5NZ7u5EAFNNqBh+k7mF4BM98HzffB3R783ByYvSimMyvFDgzQfVSY4TcMMnJehrxlIcQ8AqCUneN4bslIyuDT9jsQY51VAhh5ic9arMVS0ZoATng7YLLRpGsTeVa/v7j2U6PefhRZudgYVGuzUmPUly02hi5bzhh14m+xMXaErFwb46GNUb+2i42RrltqDADYeCRwwJMr1mctHrFBRDjjhCdg6/QkuGtjgTBErIPhyfckE0bfrajl0N3CmDmkg8GmcfCGCWBKca3chNztg+fmwXPzoLkuqDsADcqIb23fwRSCccSzP+CdxKZAsWlmvJCfOqEf9kkn7bXorFoy5OSi+lb32Ya+XKjHYEmL3nIUJBBV2VSGqmwzBLinRcHSjDIAkSY28DVxgazJqLKuiplransAwcOKe5U09rVzrn/W4gVbYe+WcVHpnGLk1NahqjdRPQJseI9QMpYIwU7MxG1dUFLPFTk8E8ZbRTg3wfbLVNhZCdnM+OS68NC+ECEKP8KdlNyZjPgqEBqTB7w1MAMP03Oiwu4WoLk+aK4HHhTw0zNiccAeMBaUB39aa8AEzB9AcBM+kP4V3k8/8fxaL/hacXbcF47vdRTUs5ODHM977BFYi0dO3H777bjuuuvQ6/UWFGeqk3r6s9Vq4eCDD8Z+++2HyclJjI2NRZJWFZfdbhf9fj/6kw4GgyGf0iYVbUrmaTSl49fJvDoxq/3U+2tSx9bHG9Uu7atuIbCYuhIA6hYFGvXz20RE1/mvOqmsZKkWbGtSoqZ96D7Xz0+TrUWq2tXr1+/30ev10O/30e/3MRgMhq6pEvb7779/tDqok+TpOU2vZf24i6LAddddN/K87spo+ptoIr2XE3feeSdOPfVUnHrqqbjnnntw7rnn4tRTT8Vv/dZvxTbz8/M4+uijceKJJ+JJT3oSTjvtNLzzne8cqs31spe9DL/2a7+GZzzjGTjxxBNx7LHH4sQTT8Q73vGOHdqfnbI4OOKII3D99dfjKU95ytDyG264AUccsfafyEpFu53jlx9/HL79w1tR+DDzbCS1RtKsSDK6AuKVe5HhJzxmt2XIZzvodAtQqyXkrPfgfj+CWgqIgawBOSHdAApepwCSdKnoiQohWw0IBE3br2auCdUsehYq4OraEiTZOsGOQUlIgwrUZUaAnVZ7NeSRoVboCwQEwFd4Gz2wIlkaQKCSwwKylfINaU8gWHJDVWarSrbVfikITIuLaXvtT0GxMxD/KBJlcBZAv/MGpQ/9JG/HcrmqVLZ0H9J3aKLgSVUjjUzJML0ypGA5UHcAzHfBM3Pwc2JtAWNgxsaAqUm4dePob8wxfwBAmRdlbjgGJKBWXhD0yOKBynpxTUDbW5x8yKE7d2M/HOGpKkbStG4t1mKpIJLU7EOfB1z/xWHyqYnISv8em5Y13XbpH3a6zXLHQK3NSo3R1Neo5XWSb6XGqPex2BhNYy52TpY7Rn37PWmMpna7Y4xjfxnIJ0Z0vBaPtDhg/w143eOehN+/+RtwXpkqURRG4QEA9klKfCRrpbnveMwelCPrdmAcIxs40FxXioV5UchytyuYZ6wDTceHZ0lDzwxMqUwwRZLWkBJ5FcYV4QCgJHLMn4o7SnBIlLWkGJMAg6EkJLUBEDzsoPYIQoqmOLOqY6BEphbbVdydmQrPKnb2AUsr+euDoEEVvJr9JfZkFVksGFxwZhnGFruCQAYg2A4EJa/gaWlrjY9KWqPHAop1H6wRXG7IQ31svV7PcN5y44awrh57bpx8rBDBA2/luA2CV21FwqZkLeuJipdY3lSAihQFRJHrlQyl5LFMYm9g+yXgGOQZplcA/QHQ7YPnu/DzXXAxACA2B2a8A4yPg/eZgpvI0dsvx+xBAHIPk8mHmcAukDLhXifjAR+ANCVvFQmRrDg8NMEvTB2AQw7YuLw/uLXYK6IoCvzgBz/A0UcfHa0AUtVlSualhN/69euxdetWdLtd9Ho9dLvdqJ5V0q5OqtbVluk6YJigW8yndZRVQJN6tsl/VZfVC2al+1Ufu6m4Vnpe1CtW29ctCdLjqitcF4v0mPRcpdekaVldvbsUgdhkNaHLlZTVYmC9Xi9eb73Oxhi0Wi1MTExgYmIC++23H/bbb7/oUVwnM+v7rPua7g8gFhy33Xbbovu+qyItBta0bkdi/fr10dowtTjcvHlz/P7GN74Rr3nNa/DjH/8YRISjjjqq0Vf2L/7iL/C2t70N1157LQ488EA89rGP3aF9AXaSoD3nnHPw8pe/HB/4wAfwlKc8BcyMH/zgB3jf+96Hd7/73UMX7sADD9yZIdYixAmPPQSPu3QTfoQ7lVcdAoFcZ+1AoI5Df1OGYl2G1s9bsO0c6JmAdD24P0CQq4IMwRiCtQRT5pJCFgg5TshDBWjiqWTEIwtSldQoMAIqEAiulBKB6svJxcqrAOB8NjQr7kM6uoJUhMMVkrSqRKveYErMAlX12lRRYEhVruGQlIANPaUFEZiBEibsswC41D+Xw+lVoIkAcg0YJUwcv2XckJ2BdwQOQF6VCIYYLevggteaMTKG8wJuc7U28AHcEmMoTV+vj4F4zg4krQ/zXWB2Hn5+Huxk9o6yDOi0gdyinMgw/ygDNy7pV/GuCS8isdpsGXzcoIQtx+PX2Jatw2MPqPyRdndEkD5i3VqsxbIi6wDPeBdw8zeAQZXG8pDIrvp2owjP5Ywxiihr6qtpu1FjNPUxKpYiVUeRsCs5Rr3fxcZYjITcm8ao97s7xhjbF3js6SkrshaP8CAivPRpx+K8q3+Kn0zcAwTVYyQfI05s+L9aFaYdh8G+Fv19CK3tOcx8C6bTAvp9wFiAS4AZrCmXXkg2YpmwBzNMx4KCaJECoFFLBcWZYSmAgO1YpAhlwLoA4Gg4i6z0IiZQ1ahHlZrIoJDqH2oUINiAecWe0kqws1oYCHmXGx8FBBEHJxlYJmBr5orgdEywcZ8E5ivhq8eVkYsZbfpTrkWliiViDLwNqk/ZtgjWZcyVrZcHYsZczKoL19Bxdc4E/4pfbQEbC/WKBQRHchYQAtmVQsZa40MRYYTjYeRW2jk9RlMRwA7DGFq3IZJ2Tu+pkJVGXj5MJO9VfSf3TVECvQHQ7YHnu+BuD1yGTDgCqJUD7TaQZ3CdHOVkhtkDDfyYB2VVll88r3peCMHqI2BsYhDrO0I4dZQ8VAnICsJLjzkaWabeHGvxSInrrrsOt956K4488kgAFVFZV87qdyLC+Pg4Nm3ahDvvvDP6jmqxMFV29vt9AIikX57nC9LCRykQR6lLgWZCrIkQbvJerStF07GbFKopWZsS2CkBWyeW6wpb/V4nKVN1a315vZ90WWpFUCeT02Opq2WVaFZLg/Q81PcvJdKLooD3Pqpn1fJA+86yLBaNGx8fx5YtW9But4f2M72P1E6jft3q1+pnP/vZUJr/7ozFlLI7qqAdHx/Hqaeeuqx2T3va05Zsd/DBB+Pggw/eoX1IY6cIWpXyvuY1r1mwrl5Y5+HwgHgkxdRkB6884lj85Ka7wRNlBB0gBZLhVwqsHQiwjGKKMVhn0JnIYcfHgLl5EHPwJGXxUOr1Eb2rcjvk00WOKoIOQuBpkn8kPgMgBKoZelEgKIdI0aNWZ86VFoxAEFV6lQ1KVe2PmCNxmL4hCkkLOLaR/FUfsIw8DDjM4DMUgqbFBJhJ8FkgtyNRSj5W1FViGnEflbSU41ZgK3YNeu4D2RnAvfNC2paoio/puVDlg9HtIGqOqHxAohaOby9xmHg6zKCUdL7+ADzfA/f7YJ0VNAbUbgPtFtz6cfT3zdF9FAGtoMhN/jQjme4IGBigIKneQKKmpoBpYRjGAScd9GisXze+jDt4F8WagnYtViKIgG1PFxXgDz9eLU//7lKyjRrWj+w72S5dtiNjLHUrN223nDHS9UuNUe9jsTGa+hw1xmL7uavGqPe5u8eo97eaxyAAhz0f2Pfwhs7W4pEcGzZM4E1P+gX8xo+/iP7Gvlgr1fErKTEQfE4hOA0MkGG4MY/evhk691lkcy2Y8THQfDdsw+IJyiwihMEAkmomONKAQFMtJEOCHAEecSI+tZTyASOq/6rso49K16otggq3SksHFCcq4UwJVhayTr1eDRTjcSiyJcSiYkUKWDItmCs9SkQsCcCAYl+WPAbegr0VdTAz+j6LJLD0PIyLtT9ClcEGAGXA0s6bSDbHawUtdFZlY3HAq+Ify7GmhGJMtXcgMBDIXk6Or/BC5JZKEMfj90N2CEPnQ5XCqMhpCsvjtdHmAUfHc6jPNM8idihKUOmElJ3vAoMiCh5ABLIW1G6D2m34iQ6KjR3Mb87Q3Q9A7sW6AImYAwB7isfiSgMUgrGZAVMSOFfhSIWzYQBywEG0Ac88Zu2Z+kiMbreLiy++GIcddhg6nc4QWVb3NtXIsgzr16+PFgftdhuDwSAqI5XkS/1D2+32EAmpJF1dJVu3MWgiTUfZFdTb1yNN96+3T/tWX9e6glULc41S1TapgAEMEZ71fawTyE3no4mE1X6byNp6X+lY6X7Xifj6fjFzLA6mtgZKxOv5zPMceZ5j3bp12GeffbB582bkeb5AJavksPal3sR1slgLkl111VWrhttbSQXtaoudImivuuqqld6PtVgknnPckfjENT/AjZP3AlAwGCwOAtEmM92Q/9i9pIT1Nmbo3Jcjm2jDPJiDnRc06QWtsPegfl+qirYy8egK5CxYQIVzww/NMlS0VbBEQe2qKoTKl0osBNS/1sXKrurnxaHgWACXVKW7Db3/hWOtPFs9GFWxssIblEGv0DIl8qBgVcBI0Bl0Rsm63ARPLIe+z+LMtaRwaREDAoXjBBCRt/bnGDGlS/cHQFDBalqZh2cbAagARkkdK+NzI1SoDcC2KramADcFlqIkIB/sDUoG+gWo2xditigQyyMrkMxzwBqUUy0U6wyKKZZKtkBULCModL0jOcDMgyn850AQklZJTgJs1+Kpj1pdyvjk/a5x3VqsxbLDZMCJvwlc+wVg9q5hQqtOfmosRaKO2q6+fk8ZY1SsjbGyY8S39mWM0dRmV45BBjjqJfJzLdaiFic/5UicdMUV+Kr/Gdh4QIlNSFEwJdQUz2oKfuD7gLbHYD2jt69FPp/DznVgZtqA86DMggsfcKsHWQsuSoE2AUCZvtgjwANUUhQkeGdQOJnsN/CRZC29ZmWFjC82kWAUPCs3fnyJDmQqBTWo2GWZSNLq5D8ByMmjgBbDrVSejknt/iFbyRhVJpcICgxJRhozhshRzxTxsCVG25aSuYZQTyKk/auzbG48Ch+sHiBiAgKjbUoMvEXJRmpjgcGqlEWiEGZELO+BIcWsCifKkF3GJvXz5YiLSzbB/ksiMx4DlyWkN4V3DIPceFHfGk1NpviOEPjehGyvipshjKX7F06YKKwdYArB09Trg4oSPCiAXh9wrlKchJcsyjKg1QJbgptooZjM0N+X4MecFCBDuF99lW0HINzjJO9omQcbAjzBtRKczTR0gm3f4BkHbMPUxPIrf6/F3hVXXnkl7rzzThx6aGUpV1egpqnp1lpMTExg48aNePDBBzE9PY25ubkFhJ8WHgMQC0ylxcT0exraf92WoE4kpmrZUevTqJOT6fJUPVpXyaZkrHqtAhgikeu2BUpGAohkb3pem8avn+v6dWjavm6hkC5vUgDrunSf9Zyn518tDfT6qdVBeix67rXA2OTkJNavX4/x8fEFJLbut3MuFhLTn3oe0763b9+OW2+9FaslVlJBu9pipwjao446aqX3Yy0WiU0bp/CiA47EX08/ALR17h1xdtjaoFJlgpfSq0DLo5gCiikDN9mG6bSBogD5DMwFuCxBxgiYHQyA3gB24GEHAJUAHAlB6w1Kb9C2MoPMCECVg8oTHNL7vQCS0EjTrYDEegAcZ+ZNnGsPxGaYZScA1lQPtVRJqjPvGXwEz7lxsfhB32UoudKk6qw6o1KqKsgtOTHnDusy4xbYJsR9jTPxQfmgaUsBdDMJ0aqFw6q0L9kuMy4eQ+mNVKIN0/iqFhDsLOtURcGBRGVHIAeQA0yJ8J1BvQG42xVyFhBgCYCMAdkMaOfgVoZiKkNvX4KfcCDj43u6Z0B9cMkEwtwARJWaGXrlAwjeb2wcTzl020O4ox+G0As9at1arMWOxL6PAZ74OuCbf1CbMRrRfikybikyb22MHRtjR8joPXmMxfpfbWNsPBw47BcBWqrDtXgkRruT4+wTfwHf/ebtmN/Uj0pDQDkw8Qg1RrGWDcpTgECgzMOPMQbrCIMpi2y2BTPekewhQIrculJ8aMsSyDKwc6D+ACAKxcIYthCMSwHjqhCh9AaZrdL1TSBMyVckqIWQsxSwW5pppbUXPBNK5lg7Qa0KNAtN8Sxx9edUeiN4OfyNacFaQPqXzLBgTZAIELLgB1uyQU4OLS1WBkLpDfouk2ypgFMrUYQSJkLkqg+t2AQYDLyk01PYAxOEDZlxQ7YLgPrdumDMELBybBOKCEOuY/X2Ur2/ZFQVDlbcrgSuNSzUNjEsyzuFMeHdIRyGeuL2kcXejUnsyZQohYhO0ISlPUCFA3oDsYDTQmBEoW4HhJy1mRSna+dAlqFc18JgyqC3meHHgnVYJIQDgR32geIFDxg71BOpnqtcffcEENDOLF52/OMbFXpr8ciImZkZXHbZZdi2bRvyPAcwTPalhJ9+2u021q1bh4mJCYyPj2N6enpIPeucQ5ZlkezTolJK+Kknrf7UQmNApQxN1aQpYarRZINQtzFI29WPId2uvo2SrClZrPtajya/1/QY6sRp3T6i6W+v3l+6XPtKl9ULkKXnM/UArp+ruvWA9z4S6WVZxmtWliWIxJc2VbtmWYZ2u43JyUls2rRpqGhc0zXSfVOyv8m+4u6778aDDz644Nh3V+zNBO2a1GEPif/vCUdjw/xYJJuMKksdhcq4+kALwKftUI4zBlMG5WQOdNogYwCr+eoQIAsAzgO9Pux8IcBVfZlcBVz7TtKjpLqtAA/HJoAz9d6qZsc5LkWs1FpGS4KwjqoZdwUnzIkfLdRn1kQSVot1pelNPqgUKJKjlUJU3kurQglAAE1I95Eqi4bQd8uUaJkSgNglqPIByXFp3yaQmWpboPsdoGW0hFClcW58JH1VySCqC4/culhNWCsee03f5+ramBKwPQcMCqAo4/Vk7xDkt0CeAe023FQbxaSN6lky1XlGQgJrkInUcwWWk0qzx27YD/uuW2VFYPQcjfqsxVrsSBABTzkHWH/QMtsnP+uYgBva7dQ+7YFjNOGjlRgjXbfUGIvt02ofY7E+VtsYR/x/QGfDIo3W4pEexz/uYDxn7BBQSTErR28rH4hSxbNq56WY1uQePCbCg8GUQTGZg8fEB1Rm7m3EtuySF3XvgcEAZq4H2/MysR2wlAoRhCA16Lks4toUh+qytG4BuCrGVRG2hBT3qhhABQGhNFSCP6s/McXQHiKMUPwIcLAmkOw1m07eo6q1oL24FA8HcYQN1glxHQAEfKd9QPeN0qJitWsU1LBEQMs4dGyBnET9OvA2YHQMiRkUb8vxV8SpfqosuVDIV1W2kCy0zPh4blrWVZ6yYBjj477lxsOaqjivHBOj9ErqGBE6BFKUHAAHUMmwA4bpFkBRBHI2MKWhuDKIQGQkK63VAlotuMk2BhtyFBNAOSEYmUywDkvFFUoS67kkxdjh/jaKs1GRuIGwPaqzEUceuHpqPazF7onLL78c27dvHyLTUgJVlykZODY2hsnJSUxNTWFsbAytVquRKAQw5GGq6lklBLX/1J+2bg1Q769OxtaVrqPIzbRtnSRN7QdGHUd6/GnbJg/VUYSytlOSsq40rUddzdtErtZtIZQgTfdVx9RPqqrV65Bel9SKQFW6ej1S9Wye55iamsL4+DimpqaGvGf12NLrmFor1IvF6XbXX3/9qrIOSO/Pps+eHLudoL3ssstwzjnn4OSTT8bll1/e2OZ73/seXvOa1+AFL3gBfvM3fxP33nvvw9ZmtcahWzfhWROHwm9voZhtYTDbQtnP4J2Bc5UZvz5vyACcM/obgP4+Gdz6cSDPBWBYAbLsxKOLmYHSwcwOkPUZVJKkgDlJp3LehEJdHpqulZGP6oHS2zirrjPfhAqsDoE/aEEEE9WsKfGpylENVR0wgCxYJpQBKGtKFwNC/tb8tKpiXQIsdVlVeTchIZN90Eq4BPkDyUJlWYVUNhCyw0SxpIkFnB5VAWmoj5ghAZKGGJlVQ27En1Uqm+yzj7P+4VNKSpadDYBSGoFL8WAjkADKLAOsgRvLUY4blBMMGK72KkzYgxUkhuUk7fSksCNwsLowHnj6loNg7W5/dAwHL/F5BMVdd92F3//938cpp5yCj370oyPbvP3tb8cLXvACvPa1r8Wll176sLXZY2NqK/ALv44FzFR6T40iGEf9rPcx6v7cW8ZYatvVNkbTut05xnJ/PpxjNG1fb2NbwFH/A3urerbX6+GTn/wkXvSiF+Hss89ubFMUBT784Q/j1FNPxcte9jJ85jOfedja7KmRZRZnn/Q0TN0zATeTo5hroZjNUczn8IUVkrYUkhaocBEQbq3cw7WB/j5Afx+Lcp9xYHwMZE2CbQGAJT1d8a33QLePbK6EGQCmIFBBQEmVEMFpXpeQj2ltBIQuPQiFN4FADfgRFZbksM8cfFnVP1X2X4UDInqINmVQXlkxZ6XE1cwvJTvVm1YzxxwbFN5GzKo4XJcrDo8+rqhwXiRdEfxuSYUfKS4exriAeqtWBLSSwJnxaJlSyNTExkzJXkt+SFiRvidoQbCM1OqAI/5WMjoLJHMW+jHGi9KYqmOUdwCOJL9jA6842oXJekcwAUsbJxYH2ZwDdQeivCbI/eIcuBTTB7EmCJ92C7AEN56jHDMoJgFuC14WPE0Vng8fCsrw6uClPSXnI+JsTwAxjCP84rbD0G7tVKLrqg9mxle+8hW86lWvwsknn4zt27c3tvvP//xPnHHGGXjRi16ED33oQ+h2uw9bm9Ua9957L3784x9j+/btmJ2dxczMTExrV/IuJRuNMWi1WtiwYQPWr1+PiYmJSDqmKlTdrixLdLvdqKBV4i8l8Ky1jSRsneBbjmVAXTVbX59uX+97FFlcj7rva7q8vq9N/rQpOVlXxNbtHerk7yg/XT3/6c90fXpd6lYTek2cc+j3++h2u0PkbN1OQcneTqeD8fFxjI+PLzj/2rZuCZHul/rRAkC/38eNN9644Nh2Z9Tvp/pnT47dyrK8//3vx2tf+1occMAB+PrXv94om/7Wt76FZzzjGdi8eTNe//rX49JLL8WJJ544VEFupdqs5rCZxYuPfixyJtixEna8hM0dyHIEREOz5sYDHQ/XEbVBua4FtHJRVqrEXZAkhKljmG4f+azaHBBQSrXRflAVRBIYkIquJEAuM+r3WlkW6Lw2h3988H1NvaYUTEUwpr5UUTkw/I5YWRNUaVNKtKYKAQHKFAnR6PHKFdjzybH4sB9KqmpBBLVdiAqEsA+Fs/EYI8lMwdoXkhZXBr+y6EUGxH0dmkkHYIyPtgYKkhH2qyytKE0CaU5FUM8OANMPtgZ6HX3wiTEkaulWHghai7ID+A5XEo56qFrFekQ1rSdwYeR3w6CBwXi3hSceuHWZd+0ujDUFLQDgm9/8Jp761Kdifn4eP/vZz/Czn/1sQZvt27fjhBNOwJVXXok3vOENmJqawoknnojvf//7K95mjw4i4PGvBjYcNExKjbqdeMS6+CaatKv3UycgV2IMwu4fY1Q81DHSn0uNUW+3J42hfSxnjHTZSo5Rv55NY+xzKLD/cYsMsueGcw6HHXYY/t//+3+w1uIHP/hBY7szzzwTH/nIR/DKV74Sz372s3H22Wfjj//4jx+WNntyPPbwLXjuhoNBlmE7Act2SlDmg72BtHPOVBk8Sha2HHybUY4RBlMGg/U5eKITcK2R9HOlS/WFVV/SihLZzAD5HMMEKy9KCNq+y6KlVyoUKLyV25+EPFX7AVE8YtijFsN/RopHM1LyUdZWj2DFv5pNpfYOikvTP7Tqu09UuYpZ1W9VsXQesLYL+FT9YAHZZ0OM0tsotIh1HojhtHYCBM96iEBDbcYU05Ze9kMJUiVP9Z1k4G307hUFslqE+cqbNrQtgxDEBtWsJR8KE4fzmahyK2JcsLkxPhLFgFgc6Dn2XnA0OODoKHKQe8AOANv3wQrDgDVFMBI1qDC1tfE9yo1n8DmhWMfgzIuogWU/qfZ8JEKFsU2CsSkQsynOBsPMW4x3W3jmYw7F3hpnnHEGfu/3fg/77bcfvv71r6NQsUkSn/jEJ/Dyl78cT33qU/HqV78an/rUp/CSl7zkYWmzmsM5hx/96EcwxkSyTT1CgYUp+1mWRWJuampqiKBtKobFzJifn8f8/HxMmddPqtKtE6J1FWiTMlW3q5O3uk36fdT2aT9pW426arZJ0TrqZ510Tkng+lhKnOoYdRsAPTe6PPXgHWXz0ESQajs9/3otiqJAURTR2iBV2tYtIvT+0Pug1WoNXav6tdHzqL+r/YUu7/f7uPvuu/HAAw80XpvdFXuzgna3Ts39+q//Ot7//vfjtttuw+/8zu80tnnve9+Ll7zkJfjTP/1TAMAv/uIvYsuWLfjYxz6Gt73tbSvaZrXHcYduxbbvT+Jm6kGnl9kTOPgtESHOHDMAzj18C3AdoJzM0O60gW5fwKwx0Cq3ghI8qHDI5h3IWZDyto5QBpsDrf5qA9hU9arMlouKNUuKakX+1UAKl4HgWb2tOBKbFTgELCHOlGvflWOqAjCOpGoKWtVGQL77qPxl6ENJxhVPM1U7yDFYQgTkBI6qCQXNqQJA0+GqEg8KkgFPw+DbsV3QbyykxgE8h+8alZqWwjWQWXXiMPHuWFL1ugOxp+CAAH34mQBJbudw41Zm+bO4YwmA1OtP0GJhIA4FDhCVtAR5mdlkxrBt3w07ctvuktBzM2rdIyWOO+443HDDDcjzHP/5n//Z2OZv//ZvMTs7i//4j/9Ap9PB6aefjuuuuw7ve9/7cOGFF65omz0+JvYDHvcK4Ns1goRqP5datpz1ddJytY6x2Lj1MXZ2P5caYzl97MwYO9rHahpjsTEfyhgp4zRqjANPAFpTy9ipPS+stbjiiiuw77774h3veEdjgYzLLrsMn/nMZ/Ctb30LJ554IgB5qX7ve9+LN73pTZiYmFixNnt6WGvwS8c/Hv/17etQTAbP/IBdvTMxbV3JWlWkAhDM2/bwLYJrA+WEhZ9oweY5MChAhsA2ejgNYyPvYXol8nkP8uK5qhO47AXnuoxQeItWqINgiJGRCxi1IiwJgGMpUpslXrqc4NVqbkS2dUkWl07+Z1RZg4XysAAQba6IAAoKU+cJTPrHWBX2cqA49nDWFiMLQgZmwcQFBH+rNVlUwAKBRKWhP3eOmN+F7SjupSUGAp4VMlUUq6qGNRBC2HmbKI4BsPrI+kDI8hARS2H/9LqT8bCoCgMruSm4WsZDtJaQFw5mOc8+eLmyD0Vwg/8sAl40DjADhu2WQL8Q5SwzYAx4MJD9jUy8AbVyILfw7RzlhEUxDrjx2sMxAnq16aBqv0l/il6aXbivLQcilwFngJKwLZvEwY/at/mPaC+Iv/u7v8PGjRtx4YUX4iMf+ciC9c45vOc978F73vMevOMd7wAAPP7xj8cxxxyDiy66CM997nNXrM2eELfccgseeOABrFu3LpJ+6iVbLwAGAK1WC+12OxJ0eZ7DORf9ResEbVEU6Ha7Q+rD1OqgKQ0+JUJ1X9I+61EvTKU/035SsjJdvxyCt/69bq3QtF8pqVv3kE23SQuLNRGz6TWo73vTfqX7Nmq71MYivSbqGVw/n6niV/1nO50OpqamFqiAm86BrtPrnRLMRVHgrrvuQq/Xw2qK5RD6e2rstIJ2fn4eP/zhD3HRRRct+Cw3Nm7cuOQY3/rWt3DaaafFZZOTk3juc5+LL33pSyvaZk+IDevHceLGg+HncriBhS8NfGHiS1LdixYG8Bngc6DsWPhxmfmVBx0q4KoEqPOggqOBPlxIE/IGRbBRqKraChmqn0gqIihAKX2/Y6TzGBXEY6S2BIRKleojcepRJZ5V1WeHI8zqcUUea1+V5UKliIhFGoDoV8WgqHxVIK1RclXSzJBHxxbIjANAMSVM95AhIEvVEgaV92xM74pKAIrWC5GMDpYSUdwMuQ5iOyGz/lkPyGdKUL+sXkBi43D9rQXaudgbtIO9gfULrQySnzqmeMMRyHL1hAgpgUdu2IjJ8faCK7Dbg5f4PEJi3bp1sZDAqPjSl76E5z//+eh0qsrAL33pS/HVr341prKsVJs9PoiA484cJp929J4a1Tbtp95mJcao3/+7Y4xRy0b1v7vHWKy/R+oYS943BDzmhcvsdM+MffddnCj50pe+hI0bN+LpT396XPbSl74Uc3Nz+Pa3v72ibfaGeMJjt+EY7Ac3m8P1LVwhWNaXFXBkrjAtAZUPvmX4HPA5wbUI5WRLfGgNAaQv90qGBXwU+qSihClZikP5gHPDGKUT64J+mcGaSimqRGgWsG5Mww/wSMlPQsC+LO01WUk+AZcFHKqYlAUqJ5iUQ50Hij+1yK6hpB1VhW8VzqV/ktoPgKjeTe3FNLNMi8FyPI5QiCsgWsHHQgErNk4tzWT/hJxV4YJcO8HiHVtKzQWqCv3qPnC4RkKpipVY2k59dT0TTLBX02PVcTQjjsOYmh1XeornMJ6cQNCaUiwOzACwPUY+52G390JNjnC/APJ7vJeEoEW7BW7lcBM5XNugnAB8iyOu1voNIFSWBoqzGVH4wCqAAAvODtuwI1DPgDzwtC3bMNZpLfWntMfGUu//l19+Oe65556h9/bHPe5xOPzww+N7+0q12RNibm4O11xzDebm5oaKeQELSc60SFSe5+h0OtGHNv2kBFaq1ExJ2TR9vq6YrStE6ypOjVEkWt3ioE4yN1kQ1MnFtH1K7tb3pWn8OtlcV12m+62EZUqIp/3WCWz9rm2a7AzqJHk6vq5T5az6zvZ6PczMzMR3rDq5DGDourfb7aigHmXrkB6rjp/61aqq+vbbb191pOeaxUEtvvSlL+Gggw7Ck570JDzvec9b8FmpuO222+C9x9atwynVW7duxc0337yibZqi3+9jenp66LM7g4jwrEMPQ1aaCthkHhTBlpCDmiJFhsEZw7UB1ya4iXYoElb1yayKVwaKErZbwvYBnWEGELxQK3JSiU0QQlpVBS6jdoBlX2zYt1jYAKPeGQWspcWz5JirggIAIkGcAmePiuRE/BaUD1ztl4K/uieYqAEEkFfFFhDH09PluSreoGC9SAojxAIRYX91Pt+zCYBfH8oVWCeInULhLZwX9QbCNrHoWEmh4izBlEA+x7DzJVC6CCalkAEAIiFn80yA5JhFOU7wLcgsfZCaUniRAMv+RtBYGqBvgK6VnyUBoZgGeeCIDRuRZVUVyNUSBFQK4/pnd+/cKoubb7658Vk4GAxw5513rmibeqy2Z+qyYuMRwMHPqH6vvxE3EVhNy+vrKekr/b5SYxAenjHS7ZYao97HYmOM2remMRbbz4cyBtfW7Ulj6PeVHqPpvknHaE2IvUHDi9MjJW6++WYccMABQy89W7duBRFFjLlSbeqxJz5T2+0cpx12lFhpmXArEWDzgJOSNHEK/7l7HzCVDbi2A7gOwY1lYnMwdP/JDSzFwgLWcVJU1c472H4QIqSknzdwnoJqVrGu4EidXM+M4mslfSvcHf/kqCrKZQKmdQn2TaiGuKcVJg24UDFabMlRhRvFCgGDKp6ryM9qBPWClaEoEVQEkQZTFChQsh+6L0qKWnIRQ8eCvclRaPEvTsbVOhM2IXn7PgtEqhx5WuwsrUnhmeBA0cPWoMLuIpTgOLYL9giKn8vwvsKMWCBMcLQJdRwgYoeApbN5B9MbDF2ToLpAONEgY4WgjVlpGcoxQjkGeYuO2DotRkwRXyMhZbkIGHveAv2As520oVKsDowDjt9/SyMZ9UgJfd4t9t6+Um3qsRqfqcyMq6++eoiMy7KsUVkKCMGWknTqQVrvU3+WZYlerxeVmbouJWdVIduUKp/+XidMRxGk2raukB1F7tatAOoEatO+jIq6RUL9PDaRzEpeavv0PKX7kpKso8hZjVQlq9ulJHFZlvDeR6J2bm4O/X5/Abmb7nN67cfGxpBl2ZAHcf3c6dhFUaDX66Hb7UaPYx3bOYe777570XO6O2JvtjjYKYL2bW97G84++2w88MADDytjPRjIf5pjY2NDy8fHx+O6lWrTFB/60Iewfv36+Nm2bdtDOJqViaO37Y+NbixWDLW5k5laCilhQAW+rAdnDDaBoB3PRWkQioQBCOgwpPUUBWy3RNZX8k4+ouqsgFMEmYxALJpAxApopOB1FS0QYCJQNFRBVBeqtiroVFLWJ7PjOttvQ9qbVsRlVoAaPJsCiHNsox2BKiAARA9aVIdVFWoI3wE5DVkAsFqQIfWm9aBYrTYzDplx8XxLWpfaMygJi0TFqyrfhLAOQF8tEtROwalVRZj1DydSgB4x7Hzi10Rhx4fsDVrwYzmKdRn6+xB8m6GpYdo8UOmimE2AJCyAzKOyQBPfLlsaHHXAKq0oOwSGGz5rEWMwGDQ+C3XdSrapx2p8pi4ZJgMe+zIMsVSLEYb15aPWLxV7wxiEPWuMUePtCWOMGu/hHmOfQ4F1e8Df8cMYTc/CLMuQZdmiz8udaVOPPfKZCuAZRx+GfXqtSMaazMMGH1ogEJ1WQI9iLDIMyhk+A9jIz3KM4Cc7gnuyQKQBFdBhgMEyoT0okM2XsD3FQ5TgXDPkg6p1F4i0M6DvbKJADYQlQjp/SOOvsqMo2oKpR2yFfSl6uyre1Ql7zaxSxasqQQ1hiCwu2aII+yiZWlVRLsG+goFLX+1zHrLdDFW1IFySxSWfChOr+GC4BgUhD4SrKmGVuK0K88r5GyTvB7kpkRsXMtswtA0FbK2qYsXzqAkklGCu3i2qIsNGyXMkYgpV1SqODu/r5MKlt0A2VwJl7UVemWkK3rOZFXuDdgtuPMNgfYbePiEzrQYLhHtW0UbA16gRthZAzmDD4TYM96OXLLlJznHMIQcs6+9ob43d+f6/Wp+pt912G2ZnZ2GMiSSckoip4jFV0BpjYqp7veBVytukhcLSdUpCpn6nGum6uldrnRNqWq/fRy1P0/Z1vLr/bV0lWydEta/69/RYUkI1VdTWSWO1GNDznY5Tt2ZIj7lulVAnrNM2aRG0VMmcet/WbQbS82StRavVQqfTwbp167Bhwwa0Wq2hduk5Tu0TmDneN7pfSiB3u93GOlGrIfZG9SywkwTtzTffjN/+7d/GPvvss9L7MxTa//333z+0/P7774/rVqpNU7z73e/G9u3b46fJe2xXx6Z9J3FkZ6OkwoRngWZwqd9SDAK45VGOA4MpYLA+A7dboDwHkgc7AFHSliVMt0A2zzAFYpEo7ykY/JsAQKoiWERSUVaVr6W3KEP1WAUrqh7wOpMMAaPqFwtgaPa9ApiVEkE2CrYKgcys/GP9kM8rQYCbzOpXaWlEiPYHBEQw64OKQAlfBqKCQb3CEMapUq+CoiLsX6XwrdQEWjxCtQZx31gqAZfeAsTBK1dsJFR14NnAOSnSBgCkRG5IyyNNx2KvEgwAyYyfNeDMwLUMfA5wztFPlhkRQIJRpWUBUrDAhz1V4BgUtJkhHLBulfoM+iU+axFjn332aXwW6rqVbFOP1fhMXTKIgENPAcZW6P+7XYEb1sZYfh97yxgrETszxj6HAtkqtL3ZhdH0LJyZmUFRFIs+L3emTT32yGcqgK1b9sGx2X6StQNExagWS+VAmkaYGggvWAa3PNwYMFhH6K+3KKdEfEBZBmq3hFSr6DLAs2QZ9QuYboF8vioUhpLgB1Y8cFlJWhNUm6FIWOBWheR0yI2LQoUB21g0Vy0JVHigUaX+y++KbcNhRQJXLQNiRlw4H0JkVspVtc5SUjZabDGi5ZgqVdXOQIhWioVrLVTZyjDww8V+qbJt8FAlq6/2gxUT67FSLFRsELxvyUf8rvuhRcQieYrqeFXkERW9BFGTRtJXjrMMlmultzDw0VqhcOEaeoriDjChGNhKnBBgMwggJ1YX0cpAhSqAFJij8KagJIwx4MyCrUHZqXA1W71vK7FD5AaYBF9rRh0nGFuFA8nLEpXyy/q8jU1Te77f9EOJ3fn+v1qfqTMzM7j99tujlyxQkXt1uwNrbUxvX7duHSYnJ5HneVRTppEqaHu9XrRPUDVtWviqyUpBI1WUpoTjYmRt2rZOiNYVs032CU3q3JQIrVsO1McEKnK1yXu2SQ2cbqft6vtYJ4nTPtPCa3pu616zRVEsKABWbzNKNaxEbbvdRqvVGlJa1/2H0/1MvYZTlbDeC3Nzc1htsaagrcVRRx2Fm266aYV3ZWFs3boV++23H374wx8OLb/kkkvwxCc+cUXbNEW73ca6deuGPrs7ssziuE0HgOezODubgjH9uyNiUSJYSNXbCUIxacCdTGaFY7XbEAyw86DeAFQysh5FktZ7E9LLKmWspuIDCCQmooJAvV/Dnkj3Qa3AQbGgJKQQpT6Alwpkqrq1wuaVNYGPaKYiPRVU5sYBJCpcTUWr/G6r9K88qF+jMjaSzxjyoS0T5YCCPlfbd/UkK4I3lwvXIi2ixkwY+AyOKwWuJY/CWZQ+gE5vo1pZ631VVgQBXALIeh5Ucih8EZFgYJ2NvJy0crixDMWkgWsBnBiiVel5enlEqQDiUOGWQAOSAhosv5uC0DEZNk6O7/hNuwtipL1B+KxFFU984hMbn4UHHXRQ9FpcqTb1WI3P1GXF1FbgUY/feSKOk3U0Yv1SfdT72V1jaOwpYyzVx2oeg7H8MZr62BVjbDpqxIaPnHjiE5+Im2++eajC8SWXXBLXrWSbeuypz9Qst3jGQYeAZjP4MmQMaeYQA0CFaUl+FZVkmGh2bUY5BhSTQDGRAa1cQFMuPytil6ufQYRAJcP2AdsLuEo9S70WrhXs50EYOBsn6TlJ3WdOLalUIFCpOvVPpfAWBmrxFT5pdlgAdnF96EsL86Z/WYordXlVLDcKPoOyN5xj45GFAl8+omU5Dt1P2WczhI3zoNRV4rgMeFe9bctAZGtfch6kBVE4d/FDUTBhE5K38DaxQpCsMYTzXp0PYBDEDM4b9F0WbBPkTA5cFt8VBs6GPk3A0CHbTwUISs5GLE2wPS8FwuRkhptNVQwk31WZ2MrhOxnKyQzFBMG3AU54Ln130S7kolQAlKyXX8sEY2t2nOLsgfh97D85gfGxvdd/djlx3HHHgYiGMGa328VPf/rT+CxcqTb1WK3PVOccbr755ljMa1SRKVXKGmMwNjaGiYkJTExMREVtUyEu7330Gu31ejG1vq6gTT1p62nyKXmrUSdQm8ja+vImwnWUlYH2kZKii9kpKKlc96tNz0NdZZsS03WCWhW36fGn2+qyVAmrfabWBqnnb3oO02sAyL1bt1aoX/dWqxWvu3oP19unY+hPtVFQgp6Z4z3R7XZRFEnm7iqJUerZvUFFu1ME7Rvf+Ea85jWvwVe/+lXceuutuO2224Y+KxlnnXUWPv7xj0fvi/PPPx9XXHEFzjrrrBVvs6fEY/bZGL1SUyCgVW9NYlRPhuFbDDfGKKYM3HgrpMDnoagCEKa3ZRvnYRzQepDRepAArxYHAsr6LovEqSpqoydXiMpziyKQVeWmpkRVHlYcSU8VbQKVWlVTq4ySrTpTH4jeaCVAqky1iVrAJMRusj8AWlQiSxSuhMrrlsIxaOqWktLp8UXiFVRVrPXVsQGalhYe1oGQJVTkc+ETAJuSwEERQMSioPVU1fPyDJ+HExVn+ZPQSpJEcR0BwSMrLNK+TGLEwOH3cQd0HLjjAeuH2M2pVgvrJ4bThFZNrClolx2vfe1rcfHFF+PLX/4yAEmb+uQnP4nXvva1K95mrwmTAQc8eTSBtRwcUM02La9d0xhL8WC7Yoy0/e4aYykiOh3joZDqu3uMdN3OnO9dMcamIxf+P/QIixe/+MXYsGED/vAP/xCAvEj/0R/9EX7hF34Bj33sY1e0zd4Uj9vyKLRCurkIFqsbkBJMS4mHPxkPsgxuM1yHUY4TBhss/FhLJqhbebDxCipaxbf6kuo8yIv/6Ng9gJ0XUow9iQqTCV2XB+VsIGwDRovp+IoVAy5V9asQpxzJS7Ck+w9ZftUslxzbSLya2vG3jAttDLTwlpKgug+pHUL1Pir7WXiLkm2Fn5FgcK7wMCCiBmapr9AxRcS5aj8mpHXFSGqBXBU5FFG8QHF/0roLHhRxsA2WBkpwM+QSKTlrhh5EgrFBiMWKnadIYKuqVpW6MQMtCEYIAJdBcBBuMSaAHMO1CGyN2F8EJS0B1awABXJGVbZEsq1cSMlMS/xw5brp+Ve8HdYwweQeNFFWGDvnyr8WkLcOBg7asGFV1nrYlbH//vvjhS98If70T/8U/X4fAPDhD38YAHDGGWesaJs9Ke68805YaxcQbEo4qqJVv6v/7Lp169But2MKexOJ6pxDURS4//77MT09HQlDTbVXchFAVNQCCwlRJRBTsnEUYTaK1E3VnottXx+zifBNfwea7QhG9V8nQ+tkbao0bepH2yt5XCdi6/uYHocWAktJX7UrqKtD0+NOz5/eB/XjrSt8syzDxMQExsbG0G63F/gbz8/PD13/1RJ7s4I225mNXv/61wMATjnllMb1y2WtL7zwQvzhH/5hfGi+7W1vw4YNG3DWWWdF4vT9738/rrrqKhx++OE45JBDcN111+HP//zPccIJJ8R+VqrNnhKP2bofxq+0mKMywhhDjNIlsCaAR+Qe3Ca4DmEwRSincrTuMYDJBcz62ttyUcJ2PdrbCQSDwSYDXiegq+8yEDE6VsYlBkoYsEekW5UK1X8FpAGGGZ6UpAwz6sGTS3234q6H70pSMiriVbfjALL0p/rZmmBLoNYFJQxychE8ZqG/edeKqWFABTJFgcDx+FKFrasRxQVbSXXjylPLsUFuqrQuF2b09XjAolAYuGHwrypoIBC/QUkrF5cjIcBKpDMvJGiT/6zZGrG0ygiuHd67vfRLRoE1Jf5YADykgIETQlh2m6WIBzHGbYZ8lYLGxZSyjyQF7QMPPIDTTz8dAHDjjTfiX//1X3HxxRfj6KOPxt/+7d8CAJ797Gfjgx/8IE499VQcccQRuP766/HCF74Q7373u2M/K9Vmrwki4JBTgO/+eXiRC8vrBBc1LGsiJLmhfdO6XTUGar+v9jFGnZtRY9TJ1L1xDK5tt1JjNB1D3I6A8c3Y2+Pss8/G9ddfjxtuuAE///nPcfLJJwMAvvCFL2BychJTU1P4t3/7N7ziFa/Aeeedh7m5OWzYsAFf+MIXYh8r1WZviiMO2R+bvz2G280AiNiKYS3DlUlBV0gml7VeeNeWZC35DqEsgf56AzeRw2434DwD5TnYe7GG0gjKSOoXsH2P9nYDMKOYMHBTop4FS7GwbpmDmdC2JTxLbd1oUxDrsQqZRonllfwJVUrVmJ4PjoKA1KYAYXstdKvYU3GxqnUVBytBakDwAXPqOSqDHYSSsKW3yIyPhDERCw5noVtzcmIN4G1V2AqS6aVEKRDEBQEHDxGysBV+DpYJKjhwMLFIr1qisSe0bBn7zchJ0TBUxDexYNGK0FYPXLkX2tYFYQNFrO5Tj9ewPz7YdDkX1NgEwDAoYHDyANvk3ihdIGUDiR9eXEhZViLxNyYCW8BngO8E7pWF/OUwRirCjfjak6wrDXxhQEF0weEZSsSC8y2AEtjYWaVCiBWM//N//g8++9nPxmyBl7zkJcjzHL/7u7+LZz3rWQCAj3/84zj11FNx4IEHYuPGjbjrrrvwL//yL3jUo6paGCvVZk+J++67L1ocpCrUVNUKICopnXMYGxvDunXrMD4+jrm5uZHFxcqyxPz8fCQCN2/eHAnFsiyHtlksxb6+LN2nOpGa7nMaKQHcRLSl26TrUxK1fm50fVEUsU3dVqHeT3qsuv8Ahq5Bk8es7ldqZSD/t9lIvNaJ51EqXSVuU7Vuen60LyXqdR/yPEer1Yrke+pBnCqwgUo9q+dK2+lPVW2vtliMuF+N+7sjsVME7VVXXbUigz/hCU/A+9///gXLH/3oR8fvY2Nj+M///E/87Gc/w913340jjzxyQfrsSrXZU2LT+gms5zHMlEUEAY7EhoC9ACFjBUWSYSkUZgHOgHIyC6b0BmQsmNzQyxw5h6zn4XOD3DDy7YRiM0XVgIGAMVXJAlXalgI5F/y7gGqWn8Cwydvd8HtlNYsfQZqSuAGwgapCX/pM0hl5hDaaRkZEsaCXpo/l5OG0iIHXcRUQUwS6HMZWwJpWzU3/78mMi7682k9uPAZFFpW/qceYemwVQb2g5w2BdOb02MLJiEUPlKctZB05BhUOgZEGXDijFAoaGAJyC98yAibbQrJWL+L6n0E4D55EYZD7BQULyBtQIUXC2siQ1WbdVk0wAbwQHMR1j5CYnJxsfKbWU7Te9a534fWvfz2uvfZabNmyZeiZu9Jt9prYdCTQmgL625duq3/H1TujxFIk2ajf99QxlhNrY+z6MZoI5J0Zg4z8Tezlcc4552B2dnbB8k6nE78/+9nPxq233oof//jHaLfbOOaYYxaoVFaqzd4SU5MdHNTagNvcDNhBCtsaAjtRQAIMDqpJnViWIksMZOL/6XOCz4FyXQv5naHjPAMGA8SbVe9dZsCVsD0Ptg5sCO0HgcGMgVsnOFeVp1a9UU2lzNTMKhDHgmJAghNJiEImRGWr4OVq7iP+cQlLG3crLlLCN0g1HSvZKW08EzwRDFeCgpTMJFRqXCV506JmjOBTC8Gxmdp7JWpa2UuCii1iYbKAVVUpbMnHQmdaxKvkLNh+SduMHIgAh1C4C7otIzMeA5ehbUsUzoIoJbIlrPEBOwNeiQ82oSBvlRmnNS5UyOFZLTHCuaVwVN5ELG0cg4pSxA6AYGdf3TYwRtl4IMvg2xY+E5LWdQKpaobrVug9oLgz4ms2VR0I7V/H8qayPnDAVL73e3o///nPb8wKOProo+P3LVu24NJLL8VPf/pTzM7O4thjj42FaFe6zZ4S09PTmJmZQbvdHiLZUtWgFnmy1kbFbJZlsVBak6JSSbxerwciiuNs3LgxqjFTj9a6J23aT53YbCKD0/Ya9VT8JgKzvk3Ttin5CmCIWK2Pl+5Hun3dmqFO6DZ5uSqJPUoRrMRs/VjS86Tnte63WxRFvEapTUITSZ5lWfQbVtV0nYTW7dRmQUl7PVe6XL1wVUi52mKNoK3FUUcdtSKD77///th///2X1fbQQw/FoYceukvarPYYH2tjHxrHrYNZoAV49iAT1JHEoMwnvksGyBh+zKMcs3BtkvSvPJMZ4UH4ozUG7B3gGeQ8OBPwYvom+oI5b2CtAEVPlUpA07xiSlQy064FtVip0JDqBASsDILliiA1kCIGktIlBLNBohQIzzwiTYMKD+BESUBgSesKe6gAlVF5uyopXIYKswO2kawdrlhb+dm6kLaWjhVtDsjLzH4ApUpQUwDJHHx6iRg+vHgoKAYqPKhKWmYKhLugOXJA1gVMwSDHoaCBB8hCUTkZI1IPEHzLwrUNyjHEIl+wysiqIgNIpvFFPas7E94oOGNQQYAR9cVqDfKIHr1N6x4p0Wq1orprqdi4ceOSGQQr1WaviLGNwPhGIWhHEVjpsiY8mkzADG2DZDnV1o3qZyXHaOpr1HLdZqXHqPex2BhNYy52TpY7Rn37PWmMpnYP9xiL9bEXxZOf/ORltWu323jKU56yS9rsDZHlFgdPbMC3e3cAmZB9xCRErSPIpHNQV5pAXJJQfLAePBbS3ccIrhWwbTsHXAuY74Z7M0xc64ucDxgKAAxgC4btEkpVXYZCU61M2ijWY65Uq2q7BXAkQ4Hg6Uo+4D+OIgM5LiUnUeFSL8eVGxahBRu0bYmMHByqWghKrkayl2VuBEAUDlj40F4LlSmZLOvL2BcHEldAngGjCHhZssBIQXK0RyigNSHU3kvRNeI5EtJWsGsZFK66T1kgu6NlWSJwcEwRG1ePnUDjcoXVNduMtC1VPrUCWRlOUX/IQmNA7iN162KC7QFZj6XYroNkEQ5lxXB1Yq0FjAHBx6K75ZhB2SHxrHVyfskKjtb3HlXQDuHr0ki7oKaVn2HIgLPZMGAIply9WHul4rDDDsNhhx22rLaPe9zjdlmb1R79fh/T09NYv349AERLAyX48jyPRGpZlmi32xgbG8P4+DharVYkbY0xcM4tUMU655BlGYqiQK/XiwSY935orHTMlEhNicAmj1eNOrGm/afKYKCyI6gTv3Vlbr2vprZNhGxKitb3tW49oMdVP54mwlaX19uN+l63PEi9Z4uiQLfbRVmWQwXG6hYXqXK23W6j3W5HsjVVzqbnQ8dSz+GUGDbGoN/vx3tlNcZiVgaPGIuDq6++GoCQs/p9VKwUgbsWzZFnBhuzMQFrmYexHsZ4sDcVINB0MRKSM1YadRCgakKhsKGXK4FHEbxyKKJQ6q8C/LTaq6ILBbA6S69erAIAdZaNgg1YMMpPRrRhtn14dr8qjhCVswESqnrXk5K9QpCmhRoExFXvxRGcEkDMcV/V0ysLqldJ3/LwsHE8hLY+tIsWCNAJ8Kov9aLNjE9S6wXEyaw+xXNZeekG5ULyIq/FKvQ6EFckpBC0XK1U1tnaCq2DRFnSghQyEFmyboHacAu4lXiRQtofeUInz2DtKlXyhHe3kevWYi0eauTjwOSjgAd+tmNkl8YownUxsnex70uN0bTdqDGa+hgVS5Gq9W0fjjHq/S42xlLE4t4yRr3fXTGGsUB7dRRQWYs9M7ZNrQNmAep4mNzDGIa1Ht76iGVTTAtAGTkg80KgeZKJWH1BznMRLSQEZcRGzKBA0rq2qCltD0K2oSIEDflYjEqwdJAWKOEKRhYsrqQ4lfxpOG9BBoIpvYFRGywjlguGPDzbqLhUTKn4VzCw0KseLHgdiOS1JR/PgwFXuJIqrJwbH/xZqyOqJBWIIgkpaisZbxROtSHJdvNUCQ1y8ihhqhoN4RhKNmiRi4SqXBqGY4u2iS8OMYRolQU2HHsBi9LbIMwgmAalXVqngcPvsV9W+FcpfrWNktrSTg7QlGE/FUur4EFfGLz6/BIoz2WAwIazDbi6zYBNMLSSsXGcRIbLeusx2KPC4oqxA3EMXcTA+vFKmb8Wa5FGWZaYmZmBtRZ5nkdSM1W0pqSjMSZ61qZp9mmqvYYStGoL0Ov1hkiuUUrY1GNVx00Vtxp1SwDts+ln2vdi446yVRhlxVDvq66Wbdr3uo9s2q6udE2X1fe1SQmcEsV14lu/p56+ajlR7zP1Hk5J2qZznR5T+j1VHKf7pt7EqzHWFLRATEVg5iWLFezpJ2W1h7EG6/KW/GcfTrU1DBd+MTZ4P7F4WxEx4CRFXnACg0oXCycIekhmvhyDDYM8YAeI5vosmyL1Si29QW5cNP3nhLnUIlQZeThUyoEwmgBBUxXq8kzi3xp+T0naIa+tkJKlRVfTdQj9W/IY+AwtU8rxRxVEchxhP9SmAKiAq6RrVUBS09sAAZjqK2tCOpz6JqhiVsGwemlp+ldGLKphEn/cCphXxdBgBICXOmEVUDtHmwJ9STHhE9qYcHYNAVbSsJgAbntQrsZpie6B5BqpT1YkZCHtVHXLOYP7HDx/V+nf9iIK2rUiYWuxImGsqGhTsi0lw5D83hR1kq7ePu1j1BiL9V8fo4mcGzVGun6pMep9LDZGU5+jxlhsP3fVGPU+d/cY9f5W2xhARYqtxVrsRGwcG4exPES6GRPIWMVgmYNzJMs9oWTBLvAGppAMIwLJvTgoA4FrquK32rG+gDoBjz6TrCQzEBsnQLGoKjERRQDqB5sbF7lezfSKRWXB8IEUtOTF9zRYgikuVCsBLZalulHBpRTIUo67rP2WLDjfJ/ZZioUBRIuuaNcVCEtdL1leGRhABq2TUBXCtdDMt0pMIESnwcBXGF3/2qMnr5w0sTUIZKRiZQNGSgEZYvSdlcw49Z2tlAyRpNaCZZL95oTINtK/1/PMcj8YYrBn+HCuLDyMpShySL1pwQQ2kFoOUSkb7gtjk/tET1ooIEYEWAO2InphA/iOB1qheF0CoaFqapFOy/iOgNzLz+hZxnFSIOLsAYkl3dozdS1GhKab19WTSrA1FRAryzKSsUryjbIcUAXtYDDAYDBotAbQfpTsrZN96c+6ulX70v2uL6un7TeRl037o5ESpan6Nu2vTnA2WQWkfTVZHaREeOo7W1cU60cVrvq9LMuhZanKNSVhNVJ7iXSc+r5qn/oZGxtDnucL1MO6fXovpOSyKprzPMdgMFi1NktrCloAt956a+P3tdj1QUTYMDYG6gowUIAQq9xCZ6rl4woD07WwveBj6jzIFxWZSsnbeiADxWdJPEwBARlD1WdJ0pcowcCSYhRm+Ak1D1bd96A2hczI60qFkZIeVaV2KbmpQFRhp4JeQKu3hqIBJEAtVpJVxUEkV3UMG/yyrHhkhX2LhDepynaY/C29gYpIFQAL+VoBZEYFjgWwcgSsHpUCITfStnSVpYIJoA5h/KELyjo5z8Mvxcwga0FhBq0i3RFJV/YEyjhcag4vQBDVteXgkSXrBCEHgEkQIAmgXxRgv/A/sVUR4fyMXLcWa/GQg4DJ/ePX+ioAo0m7Omk6av1ibVfTGKNibYyVHUOXL2eMpjYP9xjeAcVcw0ZrsRbLi43rJmAJkt6NCseaMFFdvVcGTKXp7aUBzVmYPiHrIlo/0WAA2KqAVYVvAQFRHCe8yzESTKw+pazp+6IKBdTSAIEglEwwIVi1DoP4pGYseNeq0jbZZ0pI19w4eF8RoEqicrSeEuFDySaSeerz6jxH0lrVs2ao5oFM+qekr5LH0SognGMLOY+FFzGCihYKb5EZF2wLRIChp9FArL6EgHZwnEWvXpdgdA9C6S1MeAfwwbYrYnVUJGy6Phbh1X3Ud4hoHyD7kVkfxSJl6Cdm2YmbRRSIpASwZqIBDDYBSyueJoqT+RSsDWCtELRBzELpM9ST2CdkAFGwlQukMQCxWPAkVhwwQEkh6TDsTygUhmwYZzOA2e7q9Htci90fzBzTzjXqZGe6vNfrodvtotvtRv9SVUPWST4lBVut1hDp2KRSrI+Xqkzrqte6QnOUejNVi6b7VC+IpdvV93uUJ2uTtYF+b/LVbbJnACrSt4lwblK/pvuZtjHGIMuyoeOtE6+pJUGdEK6PoWRsep5SAlY9ZrVPa20kNvM8j0XTUrJYiXf9qEJ3tcWaghbAgQce2Ph9LXZP7LtuEpglUCsoIJP70HuKIIUdQDYUCsuUSSUwGSDPgSEQO0wISgqQtlDgFApvEVAE9pYgSlgFYE6ryWqKESqQxDz8kFUoa0hLjOloFcGrQDn+pIoUTft03oApzJonENmxgF0hV31cJopWIWdtUPlWIBlDoFaPXclkCmR2Og6Rqheq4hBAUCiIyZYUeyBCEaoEg9RbTCwqnBdFxoLCVgEUUrw+HK9lGFiup1by1HOjl9VX11f93KTgm4djAJmBycT3jZmAEuFYpXu2gMtWL9epqWGj1q3FWqxIrD+4eflSZNxSZB6N+L42RvP6HSGj9+QxFut/tYyxh6sU1mL3xuaN62ALCzfmYIx49KcTwTKRHCrdB/9ZdmECOSmAK2ykgBaONRZCJ01psIpxA85N0Y3WAUhxbeGqwmGGxApLoBpFzJcSoIDiWpbaU6GWgWZTFWwjBqTQn6p0ycgxq92A4kghXMM+AlH9qlUNCICHCTZgqnAlECpbBN0HkOBgKYhW7buD+OVm5EFyYmLhLvV4VdKXknOl+1QJGvR8hvEDvmboo6QiwJWsFusEE5XAYgUmlg0q7hg4i9KJjRgH0ljtI0pXFW6L1mHJvjApNtaXHIA4ELTGVCeXggVcngH9QbWt1mbQ5yojvW2EFA7EMBshfb2TlzHTCveLC9fFIT5PFWcjvLeVq5MLWYtVEvPz85EsrBOaKYmoali1NAAqMi8l3OrkZ1pwrB5NasuUtKxbIqTf6yrb+u/1cUZZGKSxmBo29XNNibzUT7eJiG3qu75PdeK06RjrpK2qmweDQRyjTqSm/abrRxHSev5V9ZweU7qfGmqJoQR8URTRm7gsy3jfpH0bY5Dn+aLXYXfF3qygXZ2a5bVYMowTsKoFvLQwFxBAUih04L2ByT245eFzwGcQINLKwRMd+R63CmRf8jLHRuqMKUDU2fnKbkAfboEkZRP3JU2HKr0QpJo+pp6w0oeJlgGyJxQBZqB3I+gVDFP5dZkwy06Q86GpWanqNX3sqlIgC75ZWtzABZCrqlVVDKvnFpB47YYebQIaK86UYqpVevwmqGgZhIGTVKrcemTkpTBDqAhcAVO5hvEAdNJdT5Om7xGFSrMkYLKqggZ4wBYA5ywFwkI6GTOF+0a6IitexlwSMDDy8VRZA4Rqyc4z/GqdkeIlPmuxFg819NnYuC75Wb/fuKHdTo2/B47R9Le3EmOk65YaY7F9Wu1jLNbHqhiDAbem9lqLnQ/DgSQjBHIWsDaQWQmmVSKwLOTF2uYO3PbwOcPnAFvBQpzn4LE2MNZBlU3EFa4lE4i6QI6y4GKFjKniVVWlgOBPsbPSfVKiggJZK1s6NnEj54UAdUxx8r5kO+SnWgYvV8W5SnJqXQUXM7NS4rf6qVZcus9CrFbLSpbitWkNhIpYrfrMyMc6C5mSzwEb6/YGlapVrcG0fw0dp8K8FU6Phc6I43nV4yUIiV3JMqgSaQTcOnByrjpZGfu05OG8FDEGYRhDMw3haArFwiLZChK7A8XQdTxNFP1p1ULLlAyT4OpIyhLAHlEdHV+pDMPkwYCuMFJ0d2DEUiPB4cgYviXWcn1enQV51mJ1ROoTCywk4tTGABA1bLvdjqpYYwxarRY6nYU+x3UyUFWUuq7etm5/UPdOTfenSSVbV8wupYSt74cSiHWSdRTxq21T9W86fnoe6+TeKGVunTytt0/bpFYGKUk6ah+0n9RPuH7MqcI13cY5h7IsY9E43SYlggFE8r4oCgwGAxRFMVSITJW3q11BO+qzJ8eyFbRrsbqCAICDigBAmnolOMOL6sAGDainWLU0FpiyBmQM2Ll0sltmxh2E8GyR+GiFBlp1VQGezNhXdgLaRlP5s9COEdS1XKVgOTZoUQlLw4BYioxVu2QCoNNZ/lS1WngbwWT6iFQyWWfnpX9A4F8W+3QRoFaATvtXQKmRjkFhQUoEW/UeA+LYem30PBmWVDkXFL3MiGlqDDlvqkxIn/nKX5NHBSj1Pxmd7c/Cn7P38YWHDaQ6bK7XDLH6L7PM7qtil52pPLHkJCJ9Q5njEoVzGMPqizUF7VrsskielQsePOlbJzX8Xm+nUcd3e8sY9T52xxiE5Y/R1MfuHGOxn7tqjKbt4xge6D4wouFarMUygwVqWCNEp1PFLNKfic+/DXZNimtLVOnqas2UpUVTEThaQgRXBsi6DG+lmCqsYB3NoCq9iWn7amVAQQRALKpQVaJGLBfbBeIRanEQiNuAC/suBwiR8ByubyBFx4ayt2JbWWqD2lbEn5XNQWV1gIjZlZIlCPassLbsu9ZYsMbHSfnMuLgPpgagFMPrGJnxUXxQneqKgNa2IlqIhRQqshYC3lQhbaL1A2I7xyJ8sKH4rgvWBkp6awHiUtWpjLgHFIhYxcOqgjUukPJqZRA3DHi61QpkLUKWgNwf3gqRq7gaWl8sYGudD2CQ2HAQQmYaBF+nGDtcGdZzzLJ/Px90sRZrsVSMUsGmHqJK1tWJOSXt0lCyT5WUrVZriFxsIlNHqVa1v7q6NyV2077TMdJ+mywH0rZ1y4G6vUJ6btKxdD/qPrjp+akfV/08p+OOGrN+HlT13FR8rWmMlHytE7W6XknYdJ/097Ish3yC03bqS6z3SP3cp+djfHy8kTjf3bFmcbAWqy4Y8p9+wAwoCgvvDIyV6qE2Ew8pLgmOM1BJ1awxoUI/mQX5UEDKs3h3tUycZXYdgGwg+3gYtDLET6siFCsPLM82AiR181LPK1GmIpKtjOD5yjyU2a8z8A5JUYAAfAVIC5C0yZukEqM2zOlLihmBYaLKQQt5pW+vHgYZnJCnvioaloJTEzzEAq4NBQyqYgcc1A4B/8XCEGqNYBHUsmxCWlV4xw0+a8TV+0T0zdJrFVOvAkEb2VYCZRZo5aCyBLNUPmYSfyt5cQn3jCOAgj+QkrRaAM5DXlDCuR16rGUMGKBbFuj2C6ybWIUUrbwNjV63FmuxUjGKvBpFbNGI9XWiLW2/EmOky3bXGKPioY6xGAH5UMZo2nZ3jrEYYVofI122kmOk92vTGNO3xf+L1mItdia0kBLnAvDKgGeJxC/fM8Fm1YS5H1jBLkXAL6EgKgAEkAkEX37WF2EOafyZhc+l4JMZMMp1FHGuMcGvlcVDNRUUEBK8G/YjNx6FN+JHG0CV7kZVSFZwqAoVfMiPd2yQk+I/jopZJp3QD9lammWVqF/LaCMmfUstBS8FtQI96rRAMGTq3xKg9lwGCKSggddzylV9hGErMtnXLMhPM3KRePYBmNogdtDvUbARoGqlqvUwVB2HZKoJYtbMOWM8KGhG9BhV3Svnj4N2gCKhDeIh/MzA0DnTh5j4HAexgkVQXZNeMNmvzAphawwwGARsmbwHeAaFwnRgwc7eBYIl2Y8ofOBwfxMDOccbRN9j4g1jZeIBINw1N7uAPFqLtUijLEu0Wi0wiydtWqwqC2IdTXmve6sqAadkoYa1FlmWoSxLZFmGTqcT+9J+0vZ1H1yNupJW19eVoem2Td6tdfK2TtKmNgV1YjIlMPX4U3K2abz6+WgiXJv2Jz3u+vj1c1Xfl6Z+6qS0/kxJ9fQcpPYEutx7j6IoIqmuRG1K3KfXI73O6bVRBe3Y2NiqJWhHWRmstn3d0dihp7+y7Wux+6O0AijlvUh8u7yX9K+yMHCliQBJSUXfDhYHWVZ5dLXbAkZI2nJmUXYsyAO+RSgmWYpIcVWwS4ERIArWCgIlqU1KWqKyCAAE53iu+AEle1W5qspaVb66AATju7luS4hANKZfJWlfqXWBhOyFYxNToQx5ZKZSG/iQsoVI4FbWDLFIWgCGuj+qKGbIjL6P5G4oXhB6cl5+Ft5CZ9f1nOVW05n0P64A7sIxCikLUXmE75zZapMsA+UZ4KoXETNwyOY97ACSUqVAkKp0rLSCrgk2B7HPItgcMESR0vKYLwZ4cHZ+mXforg1V0I76rMVaPORgBnz4P7CJrEqX7cj65bTfmTFQa7tSY9TbLTbGjp6L3T3GqPZ7whhNY67EGEuNdd/Vy9iZtViL5ighFezjzHaY7FaLrqKwcKVBObCVbVSYLAcE07q2EG7IM6CdgzMDbmVApw2yKmuUF13OM7iOARtJWy/HCeWkB0xl36U41IfJcyX7FO8qMVr44MkaMtlssBdQEnZIBQu1zKpwcckGWnlK7ROYEXxlObEmqAjZirhUwQLF3CsAEUenodi49FaKjSFgeEY8j6Vi2YDhM/KhQJgcS906TB4Vcq2KYFsm561qE4neMIbib8H+FD+qOvUsBdK0f/3uQRj4LJ5H7ZIB5NYNH63cIEEEkhS7DR/XCRga4ac1gDXCtALyPtTpiHDFJ2SSY2Rdh2yOYUrADBJcHe5b9Z+FWp+p1YRh2MxX+wIIxg42B/G+78i7wB3bpzEYrL1vr0VzqGeoknFp8a/BYADn3BABaIxBp9OJBGye5/FnSrIqKeucw9jYGCYnJ4eI1brCMyXGUnKwTs6m69NoUuM2qTfT9qPsBOqE7Ci1r+5zqkKt76tG2k/T+rqNQzpmqkbV5WpNkfZVn4RJz4Eej16vlJDVUAI1vRb9fh/z8/MoiiIWhNO+UgI5tbJQla33HmVZxn3W+2RsbGyIxF0t8XBYHFx77bX4xCc+gcsvv3xkm0suuQSf+tSn8LWvfS3aiexMm8Vih872CSecgE996lM46qijdnigtVjZuO/n03Fm1oBhMyezwUq4hWILcAQuDGyPkE8DrRkHDIpQPdQIoM0sUJaB7LNwbQGvg0mCm5TCDUSANUrK6h94ANIMqHJW06/6XNkIKIrRWXf5LkstuTBBLQDPovK3UrKXIABTihn4auqZhv1miQQgF0HlK0StgLsykLUE+V0LigEV4RoVu6oQZkJmvaRXsQJtAFQB7mhlEEhVD0KepqFRIHjDmANn0cnK2I/wr8GnyzAseziY2suxFMJwLcD2SGwnbGJxoMUMNIRNBzmuCmAoTvYUPbPAoijQFDNjWFKxSgNqx+pwspsE9Mnjge7qTL3SYh+j1u1MlGWJD37wgyiKAr/3e7+3YP0FF1yASy65BPvssw9e/vKXY8uWLTvVZi32oPj5zxYqCpeKVCVTX6791HHESoyR9rm7xhi13aj+m/anaYymNisxBiW/r42xvLEfvFnIDVqdHmVrsbrjrnseROEZ7BGziZTMMjEVn+OkPCCTx+wIpmeQzRNa24FspgQNCrBnmDJMvLdysPOCb5XAbGVwbSOp6jkwWAf4cQ9rldqUtH3PFUEodQ5UCQoAFZ4kSMaW4FiKitn0T0z9WxUHcyBqVSCgPq4ciFndRoUBWqRL8bBYe7mIS5UOVoJV/VuZpZhuyVaKkoWz4AO+VmGBEsk+2CSUbKJ6WI9JFL2hSrjXuhfSJtOiZ6hsHvSYGYhCCQKiZ660GxZ1MESVPPAcazI4GLAnDEqLrCXSWhcKqIEr8lneUYLuOFwjShlofWfIGa5FMKWIUDhTi4MydGKBVgaUBjQYhNcNFsKWAfKKqxOADD1BQQXLCIQ/Kh/eTMj70gNwgrGVbAcF0t0TOAPucz3M9QbodFo79se0Fnt9EBE6nU4k0NRTNiVPjTGRZFOybvv27Zibm4uEnRZ+UnIXELKv3W7DGIOpqSlMTExEIk+tBJqU3enYo1SnTcRr3fO1ifjVPtW7tW6ZkO6DMWaICEuJujphWidKm4jf+v4sdgz1bXRfUsJWCdq0XdoeQGMbay3a7Tb6/X4k1fW8ZFmGLMsWkNxKGKf9pcrp9Jyl/rQAIhmc7sf4+DhardZQgbPVECtZJOzqq6/Gm9/8Ztxyyy2444478K53vQtPeMITFvT5P//n/8SXvvQlPOtZz8Ill1yCgw46CBdeeCEmJyeX3WY5sUMK2kc/+tE4/vjj8Zd/+Zd7vHR4Tw7vPR4ouqDcC3kaZmdt5iOZCsg7E3vxSqKC0JoG8p/3QaUDOQeUTtLA2q2oMOA8QzlO6K836G8EfFv6z61Dy5ZR7RnBnxFLhdSyQEGYgjuEZdUMv0QkX6FeVD6SrFoerFLtSmEvQ4zclJFMVfIWoW1VVqwqyiVttbhYlSaXBd8uVUik1WQZCpCr854l2/qoKjBVQYUFb70UlBayTRlS4QA53VpMoAyqDO+rghDaTk6YzLD7HPAWYKIw6x/SOwyByVTyCs8g50COYfuA7RMQ/s+qPItRVZsNoN45E20z4IzM8BcGXBogZxQth7tmZ5Z7m+7a4CU+OxHve9/78JGPfAR/8id/smDdWWedhV/91V/F9PQ0LrzwQjz2sY9dMNu2nDZrsQcFe2DmzmHyK/2JJZbX16uqp/4dWJkxEtXQio5RJ/8WG6Pex2JjjNq3pjEW28+HMsZSxOdqHkO/r/QYTfdNOsb0rUDZw1qsxc7E3bOzQMfDZAwyHsZ4WOORZR7GykczfjyTWBs4ioWWbJfQ+blH/mAPCNiWSgd4D84zwbcm4CNDQJ7BdQiD9Qa9fQz6+wYFLwFZ5pFbj7YtkVsfiU79A1CiVO0LVLcquLWqk6AFtBSHplFZGgSCMdCjWvyWiJEZF39HIFE1U8sQIycHQ0DLlKFWgk+wtCp+VeQQyF0M40rF31K0yw8VABMM7lEGAjYWxk0xsuLGpMCvPibysP9AVThYsXxmXDwjsZ4FqkeOZwBciR+cJ5TOILPVdSBIATaPYeWx85WYwgTRQfQkgwyi2WjeBts3a4b8ikmLhBkM2WPAeVDhYBxge4KttdAXiCXTDOGdK6hp9XqDCa408M4ItvYAHIHKBGcPDGAZfsxhxgxw3/TcUn86a/EIDCLC1NQU8jyHtRbGmEjSpb6pqthUVe327dsxOzsbCVnnXFTUar9ZlmF8fBzr16/Hxo0b4xjarm4p0KSu1fUAFhCZ9eOok4ApGVzfflSBLI26erfpZ/3TZLOQ9pfGqGJkTWrh9Hftt05sK7FYJ46bjgtAvBaqom2ybNB+9fr2+30MBoMh79qma6SqWfWhLcsy3jdlWaLdbmNychLj4+NYbbGSCtp+v493vvOduOaaa7Bp06bGNueeey7+4z/+A9/5znfw7//+77jssstw00034UMf+tAOtVlO7BBB+7nPfQ4f+9jH8Du/8zt43vOeh9tuu22HBluLlQnvGQ9yLwIAE4p4KflojIf3Ap7gCWbOIJ8ltKY97HwhhvdlALFAZXFgDdCy8Dmhvw9hsJ7FFwkCdrIAnHXCGAF0UVgXZ7JRVWwFqhl1pU6VFEwLcnEC1FwKsGIafkg1A8NxAGRQcFmNo7/rsjx4chmq0tfAQOV9q85WCkC9gNAw+69jAgF0KsAVPB/BphT9snG2vPSiQii9DQAtgHrSNC8BttaIzUJmXATWRBAwGhQl+ias7wkESPpeZsMCI4R78BJmFiBp+x6252EGAAWQKC860iX7FLiSFAkbGFDXAn35jpLAJUVge8299z7U2/fhiRUmaL/85S/jc5/7HN71rnctWPeVr3wF//zP/4wLLrgAf/Znf4YLLrgAJ510Et761rfuUJu12MPCl8D8ffJ9McKwvnzU+qVibxhjKXJ1tY0xarw9YYxR4z3cY2y/VUjatViLnYh7unNALv6mhIBniUHk43drfCQE2QuutbMG2Rwhn2G0HnQwvYBtg2KWSocApqpiT1kGblm4FmEwReg+CnBjHAvhKh5s2zKxzKoghKbjZ8YFEYKKErSQbVUwi1Pcy1owTMIzJaYEoQ9VC0OsCHSdYmkpPSD4UoQRjIJVtZ5iZulZxQcU1kqNCNnnChf7uD/RjgFVfQUVJVR1GxQj+0T5Wql7PRNyI7UcNL2fA1Y2gXhW+wgtlJsZUcUW3kbCNap6w/kuvIUhjsXYBoGUzUiwc25ddY7C+0JmHazx8KUZxoCcYGmGKGhbuVhh6AUP70jh1MrkbOlgBg6255H1GaZPVd0Drgo2I1jOCVGLeA7Akp2GvgH1rODrvhEf5UIU4fAEGKDHDj+9/a5l/PWsxSMtrLWYmpoaUlcClT9pqnQtyxKzs7OYmZnB9u3bMRgMInGrykol+5Tobbfb2LRpE6ampobS4euWAHUv21G/azTZHSxmG1C3SmgiQkcRrakqta7qTfuor68fR9pfSoqm5yRVrKbnfpTlQbpcCfa67YC1dkh9Wz/ulKxVWwLdZ73ug8EAvV4vXvP6Oaz/roRut9uNxG5RFPE+yfMc++6774LrtbtjJQna4447Ds973vMW3C9pfPrTn8Yv/uIv4ogjjgAAbNy4Ea961avw6U9/eofaLCd22IH8V37lV/CTn/wEWZbhmGOOwdve9ja84x3vGPqsxcMb/X6Jnw+68p9/uI/i/RQIOPXEQkEwBcH2pWItDQKRJ/4IIObgR5sBVrxpfQaUEwzfEmRljM7AB+KTwuy1NwG46dABkCmLGL6n1VrVf0tn4KXqbEjbYhuJTwKghROkHwzBWVUWCPgbJmU5jFv50lK1XfhmEoBJqFKwCrbioRUAtJK5JvTpvIlgMZzu6F2rVWZ1m4GzwW5BfXU9xH1AVLOZ8VH9kKoQrNEZtTB+Li8QbMPsfyYz/8gyAZXWBE/acOYYMtvvPbIewwzCzun14epqRdGtKmfbHn7MiRfWmAM6DtTy4kOcMa568D6U5Y57qTzcoRYHoz47Evfeey/OOussfPKTn8TU1NSC9eeddx6OPfZYHH/88XHZWWedhW9+85u47777lt1mLfaw6E8Dc/c89H52YsJgbYyHsY+9ZYyViJ0Zo5gHbr9E/2NZi7VYdjAzbp3eHnGrYhIawm2A+uVb44XIKhNc2wOyngOK8EKrn5CSznkGtHLAWCDPwZkVy6gxoBxneQsKmFmxY2aqiXu1uHIRL4bCrwnByXE/lYit8GgkWMGRmCVUBXeFCHUYOLugqJUQq5wodyku15+pjZhmsKVEbRVB7Uo8hIurORvdXxU8mCFLBQKjZMG/ildFFauF1CQM5P1AsbIKD/RdQDPiUmsD3ZfSGwxchsLJuSm89G21eC9X+5IbB2tEiazKWSWFbSCII6EPwdEcYLLPEixtScQpoaicFAgLPzm5D50DlR7kGFmXYQrAFHIfpIUOdLz0OwdLDiYGOk4wdtuDxwLOHqtwNnIPbxjfu/PWtUzVtVgQWZbFgk3AMHmpoZ6kStT1+330+/2hQlL6UWWsqmSzLMPk5GRMc28qeqUkY5OdQRp1xarur/7UFPtUPVrffjnf6/3XLRWa+m0iLFNStK6STYnX9Jw0qYS1r5SMrZO5Ss4qqZqSs3qOlRjV5dbaod+V3E09abV/59wQQZuurxOYam3Q6XQwNjY29FEyOMsybN26dcG53N2RkuFNHwCYnp4e+vT7/Z0e7yc/+QmOPvrooWWPe9zjcOONN2J+fn7ZbZYTO1Ui8oADDsALXvACzMzM4Atf+MKCz1o8vDE918X9ZXWRvScpQhUKK8SZe0cgJ9VGqQRM4StVAQAQgQ0JOdtuAa0MbiKH6xB8DiEBjaQJKeErhGQoBJDOzqNSEmgbQqU+jT5MgXS1AXAzi/9WVVhBBlH/LXAFOl3w6fJBmVqpEKrCC1FlEUB1z2WVJxZL0TElTBlVQQLdr0g2ByBOIVVMCV1AwJ9JWD/PQtymf0zi/eXRDpYQLKcbbSvqgrYtQz8CAK2OTxVApnD+wRTIWQYboOwQfB7SsrIMIAI5jyiPZZbZ/r6DGQQgWVZKjqrcMWTG3lfnXT20SF9WtFoyMdDyuG72Pjw4swoLhY1SzuoHy3tIMzPOPPNMvO51r8MJJ5zQONS1116Lww8/fGjZ4YcfDmbGddddt+w2a7GHxfRtwPz9i7cZ9T6V3IeNqkQe8X2xfnbXGBp7yhhL9bGax0ifYTvTx64YAwxcc/4iA6zFWjRHr1fghrn7h4QGHPAU+wrPpqQeO6omX0vAFAwaeCHQND1IVAqihsys4NtQQKyYylF2CK4teIqDTZhYK1Q+tACGU+hRWWilKlklOJlFYTuEI5N+LEkGmk7Ka5+qFlXcLGpaOQ8x6wtKXIcJfrZhnRKZw/6vcdxa/QQVBygu1ncFxdaqalW8neJjzZKLha8CMUwh66sMNSJ8OF6QYOXcuGg/Fq9hOK+Z8fHtQcUCuXXoZGW8H0SV69GyJSwxWsahHdSxFLLdrOH4uwmErgZZDi8uGBI6MAmWdmNyLjkTAl/wtJMTpnYHDKAoQ2aagymSQmGEiKGjalbJYQ4kbXi2ksEQxiYDsDPgvq2IXcNAx+P7996Kmdk165i1GI6JiYlYvAsYJqhS4i21MtBiUak/a6qa1UJQ4+Pj6HQ60S4h9SdN1aopIdlEFI8ib3XMVKma+sE2kc0aTUW3RvnA6rq0sH2TujK1FGhS2qb9pqrbtM/0eNN9UOI0PfaUCE/7qZ/j+jgpGdtut4f60WudqmmVmC/LEv1+f8G9kV4nvSfS/VOCP7VHaLfbOPjggxf4D+/uWI6Cdtu2bVi/fn387KjVQBrT09PYZ599hpapsnh6enrZbZYTO1yS7ZZbbsFZZ52Fyy+/HJ/61Kfwqle9ake7WIuHGLc9sB0zpggpMYDjDN76QKoRsswJMCgNqAxEqmfYXkj/sjbOGAOQdDBrwdYKeB2HzDQbwFiGtV5SiIyAjtIbWBvUoArESPyqmLXqLMETRdVsLBigoAXV7L/OfFslQ6GWBDIzTRF0SqTbQosPEEQNDEQQOUQQBxWDJQZspWrQ1DJwIDAxrCbQwmQKoJUM9sGeoPQmVvLVc6CpaLqvqrwFeRRQ5YH4g2VWU8EkPUuKUwTlLzFM5uGJEbjqSpmcycsHt/OwgMU7y4QGRQEaOJiBhykAKgOJnagMIvGq5y+826iXFkoDtglhOzD4+XwfN95zPzbts1BZujtjOUXCtm3bNrT8d37nd/D+979/aNmf/umf4sEHH8Rv/dZvjRxrbm4OBxxwwNCy9evXx3XLbbMWe1AwA3deCriGmdfFSNE0hh9gS7cbNcZiPNiuGCNtv7vG0OXLGWOp/dxbxhi17uEegwHc/j2g+3NgfOMiG6/FWgzHPfdP43bMVkpDNuLNH3xnFZ/YTH736j0bcC0AmAKwvRLkucK2xoi3KDNQiH0U2m34TgvFlNRZYCXuDIOsFAlrWSdp+KH70ltktqiIzIBjM1NVXlUSVDKpBM+2jBIDwXoADA8zhDMtVUXQmKSeQ6GWWHI2ouAhdBW4ZyUMAvEbsHBFGgc8B8V1lYdspQwOZKhxGHgLE0QTMGWwMeMoSiBi0QkEX1gkGFL5jIHPgk0Xgz0FKzKKtgRtWwIwcGxRBsI7D3YHzCQiEFSOAWpFVvqg4vUejmzE1QOXoWUdgGC3EJS6eaiNARYVdFFmMDYUHqbgaxkU06qoYEvRm5iDwIE8gzWl2QRwXIhthggfvJC0AwgwD8et+oihnxAiFoqx5YUsDE5gfYcxDGN9vMfv7M3jutvuwZMee/Ay/pLW4pESGzduRLvdHlJopkWdlLQrigJlWUbSrt/vRyWnEnFK7qXK2bGxsUgGqrpW+wcQ1Z9ARcqmBGv6Sb1k9WfdwqBJfTqKpK1bGdR/T78vprKtj1VX2abHWi9MlrapE5xN/ek5ttYO2RwAw8W46udKz79+T48hVd82keUpKZ/eB00kel0NXD9eJZOLosCGDRvQ6XR2SAX6cMdyioTdeuutWLduXVzebrd3eryxsTHMzAzX4tHfx8bGlt1mObFDBO0//dM/4a1vfSue9rSn4YorrliVcudHQvz09jtRdgYwmZCnxopXF2uaD8IsdWFgBlJEIZ9jZLMDUFnGlzI2FBz5AbZGqtt2bEz/gWWQ0Vn/QKYCyBICVAGTFiSgQE4KkANAWlArBAkQk79/0b3akOKvqf5Z8MqyBKgHq9RmRWhrwTCgUDmXwvhpgQNV1KpygcDINBWMERWrzApkuQKg4cjEbyyZgQMSvy1Jn1Pv2XYm1KtnjqAybqd8ZyhqQOF7bl30NJMquUFFy1KxVpUJCC8SnIXzmQHlZIaWMSAn4JUNyQuJRinpWFm3hC1asPOEcn243gl453DsQ6paIIJOWA5FEGSjfqvE5ffciacc+ejl37C7IAKfPXIdsPRD2nuP9773vTj99NMjQXv55ZejLEu8613vwkte8hKccMIJmJycxPbt24e2ffDBBwEgVmhcTpu12JOCgRu+FL8OEaFIfqeGZU2k12JEZdP2D/cYqP2+2scYdW5GjVG/ZnvjGFzbbqXGaDqG+hgzdwB3/hA49LkVa7MWa7FE/OiG2zE31oPNQ/HZLNQ5MMlkfiAEvZciSzQIuLZHyOcZrRkHM9sLHvwJM2YMqHRhcpuAdg4/3pIMsYBx2XIlRAhYNxagTTxYAcAmZKljE29/tf0ygRxUIQICFlbCVUhP2UbrLIhIk2O73DiUbNAycj40w0pxPQPwMMgg6f2DYJNQ2S7IoesytVXQ41L1qiyrxshQKXpVvGAT11xRxmr/VbabEtMGZcx60/XWiCrWkODtIhTBHXgrRdiMR+EF9xfeyrkO+0uoyHDPhIKFnDWGMXAWLePgPIEC6QqS6+MDMQsAhbORSAYxKAtCBxusDiD3QTlm4cZzZD2pTk6e5cLkWQWSAaAsxTqsdMjmHEyZI5sjDEoK1gkUMg4BrffACBg+xdfh3Unvb7IhW80HOwYmIGMMOh7fvPWmNYJ2LYZi69atGB8fjwSekql1v9PBYIDBYIBut4vZ2VnMz88PKVvT1HprLdrt9pA6s0lBCwwXy9Kok651O4M6Mar7qP2VZRmPoV6ILA1jzBAhmo6v7VMiNCWJ656yaTQRwnXlbLpPeu5Sgrx+Tuv9uJjhUe1X/fzoMm2r11iJd7U8mJiYwPbt2+N51+uloQW/ut0uiqJAt9vF5ORkPL8pUTvKBiLdF0BUvPvuuy/2228/3HTTTQva765YzGtWl69bt27o3f+hxOGHH77g+G+88UZs2rQpirCW02Y5sUNa5Te96U344Ac/iAsvvHCNnN1N4b3HFQ/cDcpDWpblkJaF+FLFDPlPPqSC5XOM9nYHO9MHF8GDFqhSwMIMMXdylGME1wI4Y1FPGkYrc2GGXVWoIS0AAZOoHQAEhJahOIGC0LoPVlosQX/X9ClLHj2XDRUIUxIUqNKdVBGg/VfethTI4pCalbyVxm9h3zwbeBiUwfJA+5AxhazVqrzV3qoFQSh0EHx4M/Lh3TYoAkLqlRY5QABqhlRZ4INVRNWHCcQpAmiPPsLhWrABfA55wWgZBAYbbIIaWmf6iURBW5Sw8yWyrofpU7xH9B1mwTONKjCpBLrJvKSFMQDDcG3GxXfditKtMh9av8QH1UNaP3WClojwgQ98AE94whOwYcMGbNiwIXo9bdiwIbZ/7GMfi2uuuWZo22uuuQbGGBx55JHLbrMWe1D0tgN3XNpMvDVFE0GG2jKqta9vvzeMsZxYG2PXjzFiMqtxjCaCtz6GL4GrP79Ip2uxFsPBzPjO7beA2yIyIAqCA1NN6UeskqSQwwPkgGyW0X6QkW8vQPN9sHOSIcZBfGCN/DQUsK6Bm2ih7Bj4NsNnDFYcbRitrIQlyRZTolLrI2gQFO8CsXgtOFoBAAiWBcO4V00TPKd/XNXytMCYJY9umYW1QEaCtXwgNzU8E3JyQ3UafDKuYlBASF3HgnUlQ80nf9YUfyreFhLZhO3EhgEYtipTCwbNTquI6IC7uRJLKN7W8ySKWhlTM+70fEoWHio8Hs6SqnE10w4UfHyDT636FBPpPgrhHg/UMpALIc8EuBbg2oSyQ+Dc6k0JNqGmQ7hnYILSzzlgIJlp2WwhPrQDApVA5Inj/YqoqI0cL3EsJBaxd7gfTO4jUQsAyBiu7fHl229ANxDHa7EWxhgcfPDBkaxLibm6itU5h7IsMTMzg+npaczPz0fVrfaVEqqdTgedTgetVmvIlzbP8zhGWtBKo06+1lWio9SwGnUSNU3X135SwjW1Daj3owRpnfisfx+VCl/vq2mcupesEqn1vuqkte5DSo6q522d1E5JcL0Wxhi0Wi202+3oQ6v7UyfRy7JEURSYn5+P/sP1fagrlVNFrh6DXns97+Pj4zjkkEMWvZ67OpbjQbuS8eIXvxgXXHBBtCooyxL/9m//hhe/+MU71GY5sUMK2ssuuyxWJVupuO+++/BP//RPuPrqq/Gbv/mbC8gL7z3OP/98fOc730GWZTjppJPwwhe+cKjNueeei6997WtDy7Zu3Yrf/d3fHVp2yy234J//+Z9x991349hjj8VZZ531kKTOuyNm5/v46fxdwHjwMErAGACQYUmnBwMlIesBrRlGa7qEmesD3oHJCiHbykD9IrxgMVzbohw34Awxtd1YAYxZnIFn5KZSqFYz1BUwVM8wGxQF1rAKN2HgwTDwFJStkdyk6FOVkY9ATEGrh4DTjg19BZDmQt6/iiZsIEqBUInWlIE0tnF2X33EXNxPHtp3l6gIHFeqACE4ZZ8GPsMg+H6J6sEGtQCDA5BU8Ol89UZbAXmC58qOwWt6FDS9i+RFJfijcXiZcC3AtgiDKQPfyWF74fo5LyjRSqoXl07SsQYOts/IugBKAjICgtetHC/i7L7O+ANJRWHiCD5DnhuumL0L9z44iy0blz8T9HBHnTOor1tWH0R417veNbTs7/7u7/DFL35xaPnLX/5yfOQjH8G3v/1tnHjiifDe4+Mf/zie85znRN+Z5bR5uGIwGOC8887DV77yFbzgBS/A6aefvqDND37wA1x44YV44IEH8LjHPQ6/8iu/gk6nE9dffvnl+Ou//usF2/3Jn/zJ0P53u1384z/+I6688kps2bIFZ5111t43eccM3HUZsP2WYbKqftPVlzXdeMPv581qxcXGQK3NSo3R1Neo5brNSo9R72OxMZrGXOycLHeM+vZ70hhN7XblGNf+F3Dy7wITm0d0umfHd77zHXzmM5/Bpk2b8L73vW/B+jvvvBOf+9zncMMNN+DAAw/Eq171qqFnYVmWOOeccxZsd9ZZZ+Gkk04aWvaFL3wBF110EdrtNl72spfhqU996sof0G6O7dNdfH/mVmBDwLBWpriBUOTWAwg2VpryDkegkpDNE1ozjHzGId/eBwYFEDKJCCzp6pkFFU5INmbAGrhxi3Ic8BaAfjLBWdYICdgyLhCxQGZcJGTLMLGOsJdWp+STCXtLLqhkCZYcJNMLoIBjOZCmWvTLUFUADBDMmhmP3HiU3oKClYJNaiAMnAWsELdakMwHH1vPhBJqIyaKXCKtCcHwbOGIxRYhbOe4EkwoNlYLLjkOjgSy1n4QjIiovFVSF6gy5vTYemwjXiYw2rYUfByOxxKDyUuhr1COVwsIKwUO4lic1zNgjWDs9Pi8p1hMzMeiYUCWOVHgWg9vDXzGoBbBO8AXQDlOKKYy5PdboAyELjPgnfgXRx9aFoK2dDADA9vzsAOCnTcoJny0AgMAUKLACx60FG5DMgx2UqxN/4Mn8pVcynC474Hr+vfjipvuwFOPevTO/pmt6rjxxhvxj//4j7jjjjvw4Q9/eEF2Wa/Xw+c+9zlcdtllWL9+PV74whcueBb+0R/90YK6Dk996lPxhje8YWjZj3/8Y3zmM5/B7OwsnvGMZ+CXfumXliQPV1uMjY3hoIMOAoChwlApWaekVFmWmJ+fx8zMDGZmZqLFgbbLsmzIO7XdbmNsbGyBT6oSkE2p+E3EY0rMpkrR+rlO+0wJw5QgbCqslaqE6/ugUfeLbSJtmwjUOnHZZH2gJHKqcq2repv8ctNzkypftX392JWUVZK81WpFgnZychKtVgvdbjdun5Lnun+qolZyvk5u14+36Xqm5Lz3HkcddRS+8Y1vDPkZ785YjoJ2uTE9PY1/+7d/AwDMzs7i0ksvxcc//nFs3bo18o5vetObcO655+I5z3kOzjjjDFx00UW4++67h+wSl9NmObFDCtqVJmf/5m/+BscddxyuvPJKfOITn8Cdd945tN57j2OPPRb/9E//hI0bNyLPc5x55pk488wzh9p961vfwuWXX46nPe1p8XPccccNtbnyyitx3HHH4Yc//CG2bduGv/zLv8Qpp5yCoihW9Jge7rju9ntxG/0cxnBM5THGi+9s0k5SwcTeIJtnZNsHQD+ZiTVGCksxR5sDN5ah7IQKpxmDMlEzZKGwgVUPV3AslBULe0FAkoIo9cNS4liryioVKqCV43YAwiw4oqVCwTZ6veYkx6cKAgJHAlhm6KXCKwWCNxYLiPoAhJn1VMlQEduqvCUF6GEjgqoAEFUH/RrYrHx0UXl2RSI4KJyJ4/HGC8UVmS3jC8iUHa6q85pMqrtyxuAsWBx0COWkFDTQt2RyLpDIJCrpkJKVzZawfcD0qj93CvtkjNhYqP+VCX5sSspyaaT6rKvSrx7wPVxy/c3LuV13XfASnxWME088EW95y1vw4he/GK973evwzGc+E1dccQX+8i//cofaPBzxwx/+EIcddhjOO+88fOELX8D3v//9BW1+/dd/Hb/2a7+GXq+HAw88MD6Hf/7zn8c2N910E84999yhZ+rTnva0oQmtfr+PZz3rWfj7v/97HHTQQbj44otx3HHH7YVF0Bj48b+KSjD8uoCMRLJskW4a26XLmwixOkm53DGaths1RlMfo6JOqi42BvDwjFHvd7ExFiMh96Yx6v3u6jGmbxOSdgdB8WoP7z2OO+44/K//9b9w2WWX4bzzzlvQ5t///d9x0kkn4YYbbsChhx6KSy65BI95zGPw7W9/O7YpyxKf+MQnsGnTpqFn6ubNw4T2//7f/xtnnnkmNmzYgH6/j5NOOgnnnnvuw36cuzq+d/VNuKPzIIxlZAFrAgRjEGoe+CGffO8r266sC2RdRmt7IfYGZXhZJARCDVIQVzYEvIdvZZLO3iYRIWQMZD7aG6iHqtoLqDJV8SQBCWlYec8WAQuqDUCsrRDJTR/+/AXnEVj2L/ZTpekr5rNUFdeSAmDSVx7weOENBj6DCgssMQx8JGIda60DIYMzUtLZR6swtSKQ5TwElUQEUS33CWFqALRMGcUQivNtgnulSBej53MU3gZbghIdW0bbAjlkTmouIAoyUnuJaJkGRMsEFXAokQxACF6uiFn5KCkDmExIVFgRO3jLkpHWJhSTGXwnlzOgGzuubDOUoC0KwDOo9MinC5gCyGalELPun4oqjOL+kOlojBcv5bBeP2DApzjbhQw2T+hbj//40RUPixJsd8db3vIWPPe5z8XVV1+NT3ziE+j1hgui3XzzzTj66KNx0UUXYdu2bdi+fTtOPvlk/NEf/dFQu/PPPx/33HPP0DP1MY95zFCbCy64AE9+8pPxwAMPYPPmzXjLW96C173udQ/7Ma50bN26Ffvtt9+QclbJVKAi2IqiiPYG8/PzmJ2dHSqYVScLjTHodDpot9uxYNioQmG6fZoan6p2m1SrdVuEJmI89VcFKlJVx1eyM22r0WSxUG+zXGK2TnynxwBU5KeSp7p9+jMdPz32JqVu/VM/x3od1Ce41WpFtbO2q58bVY8qSd/tdoeKYqfkr37XcfR3vZ760euxZcsWbNiwYcH1213RdA5HKaOXin6/j4svvhgXX3wxXvrSl2Ljxo24+OKLcdVVV8U2k5OT+O53v4tXv/rVuOmmm3DyySfjRz/6UZw4WW6b5cQOFwlbyXjOc56Ds88+G/feey/+8R//ccF6IsLnP//5IWL4Wc96Fk455RS8/e1vxxOe8IS4/NGPfjTOPvvskWO9853vxPHHH4/zzjsPRIQzzzwThxxyCD71qU/hV3/1V1f0uB7O+PoNN6BoFTChmFSeuUgyZsajcFZmjwsL2zPI50RlYOcGQOEAfbASxKfUe/HnyizKCQufI7CSACUFwjLjo+l/SmoqgLPgoERNilyhSnGSdH8TFAhVClXLOFjikEJVOWmpL5akZBEyU6JjyghY20EZ2zJC3GpxLVHVhpR8VGqFFrkh9aqCN2KEAmYCfNlLipoAW44pXerTWnoTSeLM+CTNiyPY1FC/XFV/MEQhDBMI4oD5GKFqMcJLiBKuJEoSjwAqCaHqsHzcmK2Aoz6IjEFkVwcFyDGyeQfbB2yX4NcNA1et5BsVtaj4XbIhXdAZUCRoAdc3+NqtN+HUpxyzaio6LqdI2M7E0572NPz+7//+guUf+chHcMYZZ+CSSy7BM5/5TJx22mkLlLHLabPSsWXLFvzgBz/Aox71KBxzzDGNbd785jfjr/7qr+Lvr3/963HIIYfg7//+74eUwlmWLfpM/fjHP46rrroKN910EzZu3Ih3vOMdOPHEE/He9743zkLuFTF9B3DtFypCU8m2OtmJ5PemSLdLl2nUCc6mMZYigZu2W84Y6fodIZqXGqOpz1FjLLafu2qMep+7e4x6f6t5DPbAFf8KPP5VgG01dLhnBhHhU5/6FB7/+MfjHe94By666KIFbZ70pCfhyiuvjBNYb33rW/GSl7wE733vexdkd5166qkLFLMa1113Hf7sz/4Mn//853HaaacBkOKSv/Ebv4EzzjgDrdbecV5d6XDelVfAjztYG4raMiHPyogpDTHYMEoXis86A/QMsi6Qz4r3bDZXAL0+hFgLL8LGRHKNWEQBYMCPZSgmjAgQCOIbajkUCPOhQJgoKL2vUvcBxPvfRsFBIG8DBnTB1itmjQVBg+MKz1W2XIFIhFgUqNCBWWlIreUQ+veCO4kkAy03Hi0ITu37DB1TVjYDcGG/HEpvYYhQ+lT1JmpNxwY5ObRMGe0LCJWSlggwXJGzKniQ94Bgl+Ar2wPNckO4bi4Uzy28hWODji2qYw+YnAFwUPAaSEZby7pALoutAoXjzMjFdw/nKYoiEChv7wOB7CosrWFIyFHvDWC91NsAYiFkNkLS+k4GM4OIp0nJFmPkHYkIXJSgogRZg2xOhA/ZPICBAfLq3UWJ6wjNKXnsMoGMl/sZQhwzUyj6TKIcL6WgHPoGX529Bff+fBaP2rgyHoqrJc4++2x8+MMfxpe+9CV87nOfW7B+/fr1+O53v4tHPepRcdkhhxyCt7/97XjLW94yVGzn+OOPH4lVmRlvfvObcc4550SBxMknn4xnPvOZOOecc/ao7ISjjjoK7XY7knJp8S71clX/WfWenZ2dRa/XiypN/WhbJSXHx8cXkHRpen1T2n+dvGzyVE2J3LoNQ327tN/UzzVV/NbVonXlbZ241bZNis9U5Vvft3o7LQim5Gz9uJqOX5fV1ah1QrduC6F96HlXAl4VsFmWDYll6sSwkrPqQ9vr9dDr9TA5OTlEAKfnMz1mHZOZ432idgzMjEMPPRT333//gvO5OyIlp5vW7Uhs3rwZH//4x5dsNzk5ibe85S0Puc1SsVsJ2qOOOmrR9US0QLWrFgh333330PJrrrkGb3nLW7B+/Xo84xnPwPOf//y4bjAY4L//+7/xN3/zN/Hm3LJlC5797Gfj/PPP32MI2rn5Pr5+zw3gCQRlgfwkCwGgaap6QbBdIJ8Rgo56A4AAMlbM70PaDuuDxRqwJSk2lXkwMdSTVICngksJLWigM/QKQrUol1oHCPkZCpdB4VTlLaV9qupgyD+LGZlhDFwGgo1KXkMugLeqrVTPlUIDNpl598GyIHUSc2yQw8FCUs4o7DNQkahRhRsUEI5FsVCwRTu8UESVLXPkOhTQOy/+XVWFXyVyBbCppYE+VpxXgC49qaIgRpI6hfBy4TMaJlm8lwrGFG6CkPZne8HmYJZQbCbxxzL1N3KOClnvla2tSFkmhGJlouT93oO34/7tc9i8z9Qy795dEDv2LF5WPOEJTxiaCErjxBNPxIknnrjo9stps5KxZcuWJdvUbWSmpqZwwAEHLHimFkWBd77znSjLEsceeyxe9apXDREE559/Pp7//Odj40ap3G6MwStf+Uq85z3vif/p7/HBDFz5b8DcPaOJ1frvTQTYcgncpX7n2s/dMcZySOLF2u/qMZpiTxljqWu6K8ZYal26/rbvAnf/GDjgyUtssOcEEeHxj3/8om0e/ehHL1h25JFH4vzzz1+w/GMf+xg++9nP4tBDD8UrX/nKoWf2f/3Xf2FychIvetGL4rJXvepV+MAHPoDvfve7eNaznrXzB7KK4rpb7sH3i9tkstoZZJnDoLRAJpPSOnHNMf2ewY5AfYN8VgjabN6BugOgKAFjQVYsntjaCM6YAjNmDTgTchYEcC5YJmJcaBo/B3yqf94BrRKjbUo4b5AbHwpUccyAyoyD8xm0sKsqUwnVdw7jIGBMwcNh99Q/FYjrTLCiIrXVclmo1yrthARWr1gKRb1QTb4HUjVPivzmIevOg0Jh3mEsXrJBm8p4PjxUHSt9a20GQMjjMvRhiIVsBqPncvSdhYdB25bB+kEJ3KoAm2a/mXjcCBl4Hs7JtVcS2EdfXIqCB7FOM9GqQYvzqopYSe6YuQaIzUCCrVX04DPA58EaDuGlxwdCR+8nYwRjDwqgncP2HLKuRzZvYLsEN4Z4P4TepXNUxKzc1wAnnsUccTbJPWkIqirgnHF3MY+LfnItfuVZe88zFcCSz9Qmld6RRx6JsizxwAMPDNnHfOMb38Cb3vQmbNmyBS984QvxpCc9Ka776U9/ihtvvBG//Mu/HJc94xnPwLZt23D++efvMQTt2NhYFF2kqfMa6ffBYIC5ublIzg4Gg0j4pWnu+lNVuPozJRNTtWxKPGoxrjqxWU+Tb9q/etQVtSmRnHrSNnm9puRi3Ve3iXBNydIm0jntJ7VIUIJSydL0GOuqVyVx9Ro1WTjUbSEWUwHXjytVTafHlap/i6JAp9OJ6tm5uTnsu+++jePr9um5qtszpMXKjj76aFx66aWrQtm/khYHqy32uDfoj370o5icnBx6qBIRDj30UDz60Y/G/Pw8Xvayl+Gss86K62+55RYURbEARB9yyCG4/vrrR47V7/cxPT099NmdcdWtd+FndD9arTJWudW0Hp2VV/IPhUE2B+RzvlIZuDBrnedC0novFUuNAbcyIe2IFVMAXClD1XhfKURDQV2JilTUWfYIThN7AwWi+ueiCgOfgLS08Ff1dyW+UoRQEICrWzYt4OUC4HGsLloCBSm0qwC4pLJpepaqAQY+i2QzBWStQLLwFvNlC84bIaNZiyRUgNGxqAVkHymoB0w8PlCVEufCchdm/X3wqK1UCRSJYoTzSMRSrItU/RHI9LTSbGYFgVIg3wcF4BxMr0Q+65HPANQzFTgcenYFwp8BhGqyOqPPEMW1Fj5gT7jLzeIHN9260/fySocqaEd91mJ0fPe738UVV1yBU045ZWj50UcfjampKeyzzz74gz/4AzzhCU8YskG4/vrrG5+p8/PzC+xqNFbbM3XJGMwAl/8zlmT/OfnZRGbp2/pDwQuLkZq7cgxtt5xo6mMlxkjXLTXGYvu12sdY6pruijGa+hm1bjALXPZP8p/FIzhmZmbw6U9/esEzdfPmzdi8eTMOOeQQfPGLX4x+bhrXX389DjzwwKGXLy3KMQqr7mnPVGbGeZddgbmpLlrtAjbzkXTzAeMRwkR2UJV6b8Clge2RELRzDtnsADTfFysnFrsuzjOgkwMASPGtNeA8A2cyec0B4zIQwJSQfUBFoJL8Ak2vT4tgVen5iOSk2mNV7/lVFhmAITI2Iyf4knwkGCkQl6n2UzG9miqo9VcZVKkpFo6WX+F3tSPwUIsE6TEt3Cu2B1VNBrFC8MG+jGPxLsW2hbcA1NeWk23lU3qDOddCz2UgQrAlo1hnQfCykMmK5QfewkXMLPi5cGLpoMS07EPw1/WV6EG/y7pw3N7AOQN90DECPGaKlgPxeReaiZKWwNYALbUNC8uyQM4qicMMdHsAM0zfoTVdwvaA1oMGGNgoaJATXj1U4/sMIapkFWNzGX4P61OczY7giPH/u+4na8XCIO//RxxxxBA522q1sG3bNjzmMY/BTTfdhKc//en44z/+47hen5t1rProRz96j3qmbtu2DVu3bh1STqbEnn5XBe3s7GxMby+KIpJVeZ5HclXVo1p0qk6CpiRt/eco1WvT8vrvqW1BE0HatH2diEvVqHUlarqsTnSmY6fWDKmSNt0n51w8f/XzkZ5ztQHQT12x23SdUvVnvRhaSqCmJG2qcM7zPPavxLvum+6z2lxs374d/X5/wRj6XX/qvqcKa90/PcaDDz541dgc7OoiYbsydquCdkfjggsuwO///u/jox/96FCq8Pve974hFcLLXvYynHTSSXjlK1+JF7zgBdFIeWpqWO03NTUV1zXFhz70oQWFxnZnfPna69CFhxlYSdcBQJmqTjmQogA7gpkz6Pyc0X4geHQNCvmfX29YH2CaNUBuw6wtAmDl4F/PESSnIT5blZcrA8gMo+SqmJambJlgccBskAV/LQep6Fp4g44tobjHBdUtwnEIrynbmuALZsDR86sMCtVYaIurirCVx2wgQZmCdYGpipEFIGrJxX4GoQiCFAsz6LssKA08citAz8WZ8ArAqgpAQX+grEObUGmWKgsE9clCJHnTGfVqJl6ejQmoRPLToAKT1gBlmH23If3Ce6A/ALVbyGdK5HMWds6gnKDo7SYvIuFeYNQApuwLBUWLVLOVh7izwH/feB2e//ijYO3un+cJYpiR69aiOW6//XacccYZOOOMM4YqTJ544on4wQ9+EGdk3/rWt+Loo4/G7/7u7+LDH/4wACkQ1vRM1XVNsdqeqYsGM3DjV4B7r1y6bfq3WSceGQv/dncm9sQxmkjYlRhj1DZNYyy2T6t9jKZ2q32Mq84DTnonsH7bIhvsveGcw6/8yq8gyzL83u/9Xlye5zl+8pOfYL/99gMAvP3tb8crX/lKvOENb8DVV18NoPmZqsVB9opnKoB77pvGhXddB7fOoBhk8K6iJR0TMnBFqilmYgDzFq1poHO/Q/vnBcxsX4QHngH2YE07deJlyyAgC/g2M4GLJRCT+IiGMRWXccS5wySppqoDimsrxatjwWYWQBEwuRKgBh4F59Hmi6GZZITSS1HZsayqgVF5p3oQJ5lmEVNLPQYVDqjiVNWipdeKC8GPFgHLkuJWk7wpACVL6p2oaYNwAATjLZhCZhxJIbDUr1YtvhRrl2zQdXkg1hkdW4bivUhI5KromGMK7wJVqJrWsxm65lJMLBQFcwbGCEEtxxjuGRWphPcPEEUMjfBuoaps2ZUAcMO5CV8X4mnn5IpZI+KHspS+iwI0KEDGIJ8ukK/P0HrQoL+J4NsEb0n8ZcOzk0iy0xgQwUPYN33vicdvWZj8kBFJhmWeyxN+WtyP7197M571+GFv1UdS/Pmf/znOP/98fOUrXxla/i//8i9D7/9Pe9rT8MY3vhEvf/nLccghh+zU+/9qe6YSEY4++mgwM/r9flSV1tWwal0wMzODBx54ANu3b0e32x3ynwWqolRqHZCmxtftCOrRtL4p3b++Tap0VfJMJyKbth31Xfc9JZibfEfritWUsFOFK4AhojhN41ebgCYLBO2/Sb1ZV+tqX6qoTa0b6irVev9qzdB0TpsUzqlfsPceRVGgKArMzc1hZmYG3W4X4+PjC4qF6Xh1QjMlpdN+p6am8JjHPAbf+973FuzXro41Be0qiC9/+cv4pV/6JfzBH/zBAkuCelrv05/+dGzbtg3f+c53AADr1ol3T6r+AoAHHnggrmuKd7/73di+fXv83Hrr7lMMPvDgHL5y7/WwEwWs9VLQyfpESWsEqHiCH1hkMwYmYD8qBbAiz0GtlgCOACyRZ8HewMAUDDvgoDgkATDJm5eBpoBVv+ckBbWalAaqSYgFC8J2ESclzwfdNhaECGBLeMFKmaAKhNRSQRUXgMzaE4CWET8xVQnkRiwNcuOQG4eOLUUtC91fihVtdVa+ZBOLNbSC6lYhO3S/wj6JrUJDMQiuji99HHrWKrYcVRgpeQsaJsY5/ENeTiR5uU6cGXA7F5VImOmPVWcBoNcHlQ7ZbAHbY+QzSPapOvt6PMZwqCIri8mGq6hqA7AUNsgY37v3VtzzwO6fWQawpqDdibjrrrvwnOc8B8cccww++clPDq3bvHnzULrM1NQUXvSiF8VnKiDP1aZnqq5ritX0TF0yyh7wvb+uioNpJBMYqP//X1++WLv0U4+9ZYyltl1tYzSt251jLPfnwzlG0/aLjT97F/CTz1bswyMonHN49atfjcsuuwwXXXQR9t1337jOWhvJWY1XvOIVuOaaa4aem/Vn6tzcHAaDwd7xTAXwfy/5Ce5a9yCy8VIwbIJlFbaULsky8gZuYGFnJCtMuT0qg+Agz4A8A7VbYBOksd4HYtYKvs0MiIGsxzAFQMlEdFWoNfQLxGwrxGWC0TLjIukGhPnwmMklWJKHyEmO33UEHzxVFeMRVRjXJGOmiFEw5jCGBBAzvipClBYoa7VOQ8s45CQFdxX75rEAsE+wcYGWkf/zbNzn0D9U8CD4VQUNuXHIjAs+vi6Z0wkYXvE9KnJSx61I8ICmI9avzk36vBny6w3YWRXQKnTQ/a0LTOITKRDA5MPkvgv3Qm4lmzBTq4xwHMYEEQvJvTXfBZyHnS+QzXlk81IsbAhb1/h+LRgWi4NpGxNwNofvqSWDZVDmMWiV+Ozll8OVq6Ny+q6Oj370o3j3u9+Nz372swssw+rv/694xStQliUuueQSADv3/r/anqmTk5M47rjjIrmmXrEpyacKx263i5mZmajgTAtaKRmrhKAqMY0x6Pf7KIpiQVq+Rj3tHlhIEqYkbBNR2mSVkG6vUR83jfoYKamYkompGla/a1Gsuto07Sv9mapVR+1zSozWo04810lZ3VclPuvnrX786f4pwa2K6PSa6DiDwQBlWWJubi56EjeRlqm6OO2nbvUAVHYYRx999KqwsdubFbS7/+wuI7761a/itNNOw2//9m/jne9857K26Xa78Ubctm0b1q1bhyuvHFZC/fSnPx1ZSAcA2u021q1bN/TZXXHxtTfilvwBMCim82u44BlKgKT3zFp07gfMwEsl26KIykoAsoxZwKsCkroKMqTZ+OCNGtWp0BQpAVAlmwCCjHJ6KAJoSy0LVDWgBbg01UoJ0ahI8IlFQaKo1QJlkl5VgTu1L1DQ2PNZJFcdGxkPJBYGyYx/TJNi2acipFmp51kW+tZIz7sqITQ1S9QNlUWB2hw4X/0OkvbMFfgn4nisEZTpD1U0hPNfeRuEFxQGqIzID5xbIFxHSj3Y+gPAOdj5Aq1Zh869AM2HVKwwDiC2GN4bQCvQ2gAig7UCGQbZYP8Qlt9j5/GjO5pT2Xd51Emc5ZA6j+C466678OxnPxsHH3wwPv/5zw+lTY2K9JkKAMccc0zjM3Xz5s0LiAiN1fRMXTRUPXvzNxbeR6OUhDxinT4Y66RW2vbhGIOw+8cYFQ91jPTnUmPU2+1JY2gfyxkjXbaSY9Sv52JjEORv58rPAeXo7KS9Mbz3eM1rXoNvfOMb+OpXv4rDDjtsyW1UwaUvEscccwxuueUWzM3NxTY//elP47qm2GOeqQDuu38Gn77pcqAjVlGajk6oMJBzw/6czhF4LkP7fkJrloWYVVwLiEeoFWKWnAOcj+npKb4d9t3niKk48f+vZ2GpjoFI8Z6JalQlHwnAwNlIDqrVgJKOikNdgn1dwM2cCAwyEkKljJYEuqsVDlayMQtWXWof1jLCMGYkCttqrErd6hJMrLi477JwrKbC6L4qzlV9gq2CFuCKnrbVPqjHqip19R0BHPB/2Cc9/6UX19zCibhEz5ELRdFKLZwb1b/BD9f4eK8oflUVcfqsitlrTm3EZB+h70s6ec8ieDBF2FDflVo5OMuEqLVGhA/6TtPtV/ZhMwXyOcbYnSTYWhXhHMYL94F3cs2JUOHpTBniCmfDcBRGIFgyMAHf7d6BW+59cOTf1t4aH/vYx/Drv/7r+PSnP42XvvSlS7bXZ6piVX1upli1LEtce+21e8wz9YgjjsD+++8/RDqlqecazjlMT0/jgQceiAWtyrIcIhCVuM2yLBJ8daJNx2lSpTYpSNP3glQRqpGSiimpWrdSqPvqpin4KVFYJw7rVgXpp17gKh27icxLCV1tl+5DXQWckq56zpv6TUnfOuHbpGbVfurHostUFa0qaCXt02s5GAzgvUe328Xc3BzuueeeIZuD9L6pq6rrJLeSwLrs4IMPftiLXi8n6td71H25J8aqJ2i//vWv49RTT8Vv/dZv4d3vfveC9WVZ4r/+67+Gln3sYx/Dvffeixe+8IUA5AZ+xStegX/4h3+IwPeSSy7BxRdfPGQcvlrDlQ7/fdM14PES1npkmVSdNUE9yxByzTPBFwb5zw0mbi8xcXsf+QM9YD5YHPQHAlTzTMjZVgCwhkRh4AFTAqYQUMXBqF9nyfXdC1AwXdkqpH5R6pWl6flKuao6IJKSGFYqVLYDPi5zakcQQO8QaE72x5CoZVMgqwBYlbGqMgADRQCkSpjq7L6qdhVAA6itC/8p1ojVkg16ZYa5QQvzgxzzgxbun5vAdK8TVcXWeGTWR4UsMyqQ7qsHtGchxgV0BoWvqkGdfEQFAnkRMQgvIxm40wJPjAHjYzLrDwDzXZj5AbLZEvkskM1QvLYaVPupIDxVtVSoW/bfWcZ/XXs1nFsFs1RrBO2y45577sEpp5yCgw8+GP/3//5fdDqdBW0uuOACFEWVfnnVVVfh85//fHymAsAv//Iv42tf+xquuOIKAMD09DQ++clP7hHP1CXDl8AP/g7wxcI/jvT7qGU7sn457XdmDNTartQY9XaLjbGj52J3jzGq/Z4wRtOYKzHGYmONan/nZcDPvryMndw7wnuPs846C1/72tfwta99DYcffviCNhdffPFQIcbZ2Vl85CMfwVOe8hRs2rQJAHDaaafBGIOPfexjsd1f/dVf4cgjj8QTn/jEh/9AHua48LKrcOf6B2Gsh7WMPHOw1sFaH/GcD3hIfTh9YZE9aDF5m8PE7QOM3dlF/mAPmO0KSdvrA6WLGAiKhVqZ4Fsi+JZMWpuS5ZNgXB/SzgelhdoZ1CfPacHPqqaBFAmrftcJfAMBqjE7DIALdREYVW2EmJklsAotU0ZMakgtwQQPKiEaSVUO/YftVQlMBMkaC1ha7BhUYEFRWeoC+ZoSpwXbKMSIFmJQDKy4W71fqyJYRkUHAZ9XtSAq4YMek/joEmb7bcwXLcwNWugVOaa7Hdw7M4m5XkvOSyA0s5ARV+HuYfys1mWQyxoxNBjRezbad3kSHB0wtSnkvQeESOJzXpH7UEw9MQ7KciFqmYHZeWBQIN/eR9bzaM0wsmkDLqmyNEiCAnamaCkWjsUM4+yIt0N7hPeAB20Pn7vk8p3+29sT4x/+4R/w5je/GZ/+9Kdx+umnL1h/22234dJLL42/MzM++MEPYmxsDCeffDIA4OCDD8YJJ5yAv/mbv4mEzbnnnovp6Wn80i/90i45jocS1locf/zxaLfbkYhTsqxO3PX7fdx777244447cNddd2F6ehqDwQBFUaAsywXFwJSIU0/asixjWr+SdkpuatRVtOnvdSK1iYRMlaH1tikJqMdWJ2LTaPJoTduNsj6oWznUyeT68Y4iaVNydjAYxI96GPd6vdi3KnGbyO46aZweV6qO1muk72apJ22e52i1WhgbG0Or1Yrb9vt9zM/PY35+HtPT05idnV1A/NYVzmnf9Wut7dTmYHfH3kzQ7lYP2u985zv4h3/4B8zPzwMA/uRP/gTnnnsuTjvtNJx22mmYnZ3FqaeeisnJSdxwww04++yz47ZnnXUWTjrpJBARPvGJT+A973kPjj76aNxyyy340Y9+hL/4i7/A05/+9Nj+gx/8IJ7znOfguOOOw+Mf/3h8+ctfxhvf+MYhwmG1xu33PIjvzdwC7CPgxxoBW0qAEgBjPHxhwX2LsTuB8bv7sNt7oG4fGAzEpytvyx9YZgTMGhOVBWwFtJgBQCVAhZB43hFKZ1F6i5at0msUbAmM1UIJVYVVY6oZbo8KxMk+B8uF8NOHAgsIfariVGfmfTKmVzsCEDhJ5TIA+mxgWYhrAbEGGQnYZZ8NFQszEKWDp2F/MYKmi3EyS5+u59CmUgwzi2q4W+SYaA3Qzkr0ywyWWhiUWbRriFV6Y47ecMEJAofjCuBYK9iGYl0oKU62C1nLAihtKBRmCHAEEIF4TK57fyAvMGMdZNMD2H1a6NxDmNlkgFxLV2CYiKW4OPyubYJmRNcZ4IfTd+KB7XPYvO+wv9OujsWsDB5JFgfT09N4+9vfDgC444478MUvfhH33XcfDjvssDjB9epXvxrXXHMNjj/+eLz5zW+O2z75yU/GOeecAwC4+uqr8da3vhXHHnssiqLAl7/8ZfyP//E/8J73vCe2P/300/Ga17wGz3zmM3HKKafghz/8ITZu3LiqvLt2KpiBOy4Rgqnp/3ddthySTNs3tU37qY+zEmMM/Q3vpjFGbTeq/6b9aRqjqc1KjEHJ72tjLG/spv58AfzkM8BjXgQYiz09PvCBD+CWW27B97//fdx+++0Ri/7VX/0VxsbG8JGPfASf+tSncMopp+AP//AP43adTgd//dd/DUDULM9+9rOxdetW7LvvvvjmN7+JLVu24NOf/nRsv3nzZvz93/893vCGN+DCCy/E9u3bce211+KCCy5YoLLZ02JmpovPXnM5eH8XcRMZBpRUNBwxlTUM50PW0bzF+B3AxB0DZNsHML0BoLiWGTAGlOcAc8S2Ic1KMK6hWGPBDjgScqZP8DmBnYEPxakKb4M9lgMCLclMyE0JzxlAHKy+fFX0ldWXdtieIDiYAqgKzmbQ9P8qG8sHjJwKAkSpmpC+rCZiBBNoSpdgxyL4yQJK/vrgFSuoUu3JHFeKW/XQLZ0JWJtgCKEQLiEnjxKq+uSYQRYxOhDFB0rI6vFKnQqGIfGRtaQevJWX7XS/AwJjXbuHlnUYOIu+zdAtcikKp8erhXu5eu9APNrUmkKtJsK5JMkujFliTtTPVBJIMTVD1LMlyzuSNfCZiZZhZI0osq3U3QAzaHpW6jv0+kCnHcQPBcp2C+N3ELZvsOA8CGgAuWfUuoD0fSKaoAXBA0ecDSZR0eq9xJACwTnwpbtuwDkzJ2Dd1Piy/+5Wa3zuc5/Df//3f+O2224DAPzGb/wG2u023vjGN+JJT3oSfvSjH+H1r389HvOYx+CCCy7ABRdcELd9z3veg0MPPRR5nuNtb3sbyrLEIYf8/9n782hbkrO8E/5FRGbufcY71nBvzQNSSSAQJSGBEAgJyzICJCEJvBDItBsEDSx3uxHGYBvZ7tULYzduLWMGu8Gtptu0LITMwmCMLAsZsD40IIsWqtJQhUypdKtUdacz7SGHiPj+iHgjY++7z7mnqm7doThvrVP77szcGZGRuXM/+cTzPu8d/Omf/imnT5/mne98JzfccEPa/pd+6Zd45StfyQte8AJOnjzJ7/3e7/H2t7+dO++887If9xONo0eP8iVf8iUz6fQ5gQeBOLPWMh6POXXqFGfPnmU0GlHXdVJaSkGpXB2ZWxx0XZcIxrZtZwja3C9WIm8beqIsJ2vnlbSLbBDmibT51P5F6xaRqGLlkH8uJ7Kl3VyFK2rivM1FafHzBOZ8H2W8hsMhxhjatk19WjRWi6wg8sgJVFHlynkA0ns5f7JMjn9paYmu67DWUtc1VVUxGo0Yj8ecPn2aw4cPp/OZE+QyPnmBs3k7CxmHoii45557+MhHPnJFrQT2sjK41i0OrihBe9111/HVX/3VADPVbm+++WYg3FDe/va37/pZCLMS//bf/ls+85nP8Cd/8iccOXKEe++9NykSJI4fP84f//Ef84EPfIDHHnuMt73tbTz/+c9/Go7q0sfvf/rP2FjaiRycS0AuvAbkYq3GWY3eMqz9eYPZaVBNB9Np2NjooKism+TZRSRmXakDQesDUDFTjV1S2E5hraaxJlgAuFCkIFgKqBlPrC6lPvX99ohiIKhbG2dSRVoBvj7uK/fnF4VCb6aQ3+DDnr0LBLUjFDOQQl1aRXAcU6Jc9AGbvwdarzC+d4YNDwWOzpleMQupFwJCnVCpaSY8kLWNLRgWHR5FYwu08qwNaibGsTUeMqxaTGGjuiE8lIjKV+soE/B9OwLsIMzG06mkblYdySvYFwblPN4oQEc/rRbVWfygQnVdLKIRb6pTx9IZzWiiYZkLNPQROyaVBBAsDXx8oFLZdsrzmNvhE58/xTcevWf3C/gyhPIetcts2W7Ln4lRlmW6p8orMGM58EM/9EN8+7d/+wWflWrhEArYvPnNb+aP/uiPcM7x9re/faEq7Jd/+Zf5oR/6Ie677z5+8Ad/kG/4hm+4AMhdc+EdfOQX+hTteV5EvqA++3e+zW7L59fn656uNub3eSna2IuY240w3G8b+yH/ns42Fp2ba6WNRe1dijZ2G/+LtfHge2H7FBy6lWs9nve853Hy5MmZeyqQfLq//uu/fkb1KpFXWf76r/96/ut//a/80R/9EY899hhvfetb+aqv+qoLiNfv/u7v5hu+4Rv4wz/8QwaDAa94xSuumorJTyX+88cf4MGVM6iookzZQYBgKi+YygU86zpFsWFY/1xDsd2gJ8GyifEkXncqYNlYEJWyAGMCURszw1yhghBBqaCYbMBMFXYArlX4IsO51tBoQ6FdxGoRxyYP2fhA7k0iMtPXJFPddk5T6GBbINYCBpfWy1ckkbxC2wqRKWMUW/QRMwZSm2gL5hLWTWMY8bCPWDIvUCYWAgUOi0YnsjRTC+PpvI6YukfhBlH6KtqoqsX3xy3CAkt+e+iz2DyBpA5j2duFLZUt1mtqG/oxLDsGRce4qdgcD6kKy6D0pL2EwUjH5xHBSrwWUAmn+vjbJteZE5GDYOnszzSBnPWFB+eDVRgukPveB7u4pg3XVlWGf+Oh7fDrK+g2+BsvnYHRtsauyMOMn32V31tZlrL6VF+MV7ZLA6nS5//cb/DHn/k8r3jhlcXblyJuu+22dD/NlazHjh0DAmb9l//yXy78rBT8uuGGG/jDP/xDPvaxj/HZz36W7//+7+eFL3whq6urM9t/6Zd+KZ/97Gd5//vfz87ODj/7sz97TZCzEPp+5MiRGeITZglRIezOnj3LqVOnUmGwuq5niNy2bZNnae5LKwWs2rZNXrSiphWiL/c5zYnXRQRjrgyd91hdtE0e82rN+XXzZGpefGt+XOaVs7u9LjquvJ+L9ifrhMQuyzIdi9aapaWlpF4V9fNeCuBFhDaQbCpEOStEeq44zvcnRK70J+/7dDrl9OnT3HbbbSwvL19AHOd9yo9lkW2FUopbb72V1dVVtrauXC2avZSyBwrapxBf8iVfsqdEejAYzKhm94pnP/vZPPvZz95zm7Is+ct/+S8/oT5e6Wiajvc//ACsBaDlvKIwLqhbIxBJ6fxOMTgNgzMNqrWh6ui0DohueQkAb21Q1XqPX12CgRQJC0i0mHhMHYhA22pca2g7Q2MLuqKjUt3MjHkAin1/Q8pWKKbgvI5FxAIALGIF2s5rDNEKSkGhw42gi2n+Yo8gACwQwqLCtYkkFO9aCSky4D1prJyS1DCXbCA8vU+YzL87wEeSWSrWAglYOtVXFBZFrFae1sVZeTxV0SWlgyLYNYybCus0hZEUhnDOpAqvqAkkpNqstVF15BW+06hWo2xQOZvGU0x9UNAasafwgVhyDjoHbRuI26qCtoOdMWp9GVM7yh1FeV7RHlF9sQKEnJ19Wvc+qnYVkahVoHoC1xaeDz96im98/hUmaA8UtAAsLS1d9J752te+dl/7uu6663jNa15z0e3uvfde7r333n3t85qIjf8GD0S1xiLyc375bgTW/Otu2+8Wz4Q29kMSX01t7Od8X61t7PXZK9HG5Bx87vfg+d8Daj8n8uqNb/u2b9tz/Qte8AJe8IIXXHQ/w+GQl7/85Rfd7uabb35mWMXEaJqOX//UJ3DHulRUywuWdfJwqggT1xGZeYVvDUuPwPDxGlV3AUCJZZdSsDxEFSZYHDiHmkyDP+3yAK8rfEXCt16D6jzFxKNrFZS0tcKWCtsausowbQsGpguKWB0n/iOBKSRkoemTwAhYzkSlq1Ee502slRCIS6ViMV083psosoikbUzd18pjbU+8agSH6p7PI+yvjSKC3nigtyLo1aVzJAM51lXxv4BRxTNWLBAqJUICIJ0LT5f6rnrLhpi1BlE8Qizs5f2MBYJRLvnYCik/MF0Yp+wZulChWNymNVirKQZNsEaLRK9kwEk53vwmJKSsYGgf2wr2Bhrf6UjQErIFu0DWh2ee6BNZ9AV2Q+Ewj3LR89haaDtUUYSR7IIARo0q9HKJaQxeaZYeU2wf1fjKzpCr6Vz4C++FPZkMojVOxyXErQdbed773x7k5S949jWvqH/Ri17Ei170ol3XnzhxYt/P//u5/66uru4b+14tUZYlz3ve85LoQVShi7xWu67j0UcfZWtrC2ttIvOUUgyHw6Q0nE6nSSlZVVVS0IpXaV3XiaSVP2kv9zfdTSGbq2RzcnhegZnbFwjRmW+/H1Xtbt+BnPCU41ukfJ3f//xn8/fz+4dZX1ljzMx2xhhGo1E6Z3vZCcg+pZ/W2kSS5udSFLHiIytEuyheZXs570VR4JxjPB6zsrJC27ZsbGywtbXF+vr6Bd7DiwhkOXeLvI/X19e56aabrihB+0xW0F71HrR/0ePzj57jk90XUQQbg5RSpHz0VorAyyt8q1n+YviVd6WBugUUDCo4tIpfXwnG902DGk3QWyP0pEFZl3CEqQXAgmoVrtF0nWbclNQ2FBBIPlBZP2W2X16FtMwLLkgUysXlMudPImBzf6x8/0XmX5tXvgVm1LECpB19P8Pyfj2RLBb1gcuApPOazpm0f+mbtCFFEsSDyxO8ZUtjmbRVUuBarxm3JdOuYG1pmtS2YrOQE8AylpLG5b3YLihsp6HTqCY+ULRgpuE8kaXueaNAqUDUEmUWZQmry8Ezq7PonSlm3KFbz/A0uNqEmXtF9pfN+Kv+uXp+HsrHbbzyfPixh5lMmwVX72UMf5G/gziI/YT38Ilfhen5p7GNp2/XB208iX08U9q4FHFJ2/Bw37uCn/NB/IWO+x44xcf9o9FKKRR60qpXDBrBsqq3WnIe1Fiz8gWL1wo3LCNJFoveViUcXsOvLuMPrQbv2aYNnvvbY8zWGD3tZvCttmFyu5h4zDSmu7ca22jaLthUTbuCqS0CJvR9ur6gSe8FG/oZnJg8RTNFqYuks0ShLKnIWMrU8lgXcKtgx3D8ebuR5MDHfYgwQ6V9RGQ6QwBKLppLGWUqYsy0QfqHrJMCuVJ4V7xqVdy3FMP1RDI5nsfOmySqCIRvTy5L4VyFT3g5YOQqkstB9Vtbw04zoLGG9eUppelVx0JAp2cJ1R+HXDP9NRVU0ahgFda1Bm8VqtYxC00l1Wsx8WFMTMTSilDXIaTjhQtRoizCdbe2EnC18zCeYHZqzMSirWf5MY8eGVyrZ/qWMLWeu8lm17zPlvVnRpaFvn3w9MOcPrfNQTzz4/jx49xxxx2JvMvT0OfT+afTKY899ljymM3J2ZWVFVZWVtBa0zRNKhrVNM2MYnI6nTKZTBIx2zRNUmyKN+1eqsRFhOk82Zmn9+fb7DXhkJOm88Tvon3lFgH5NvOk67zFQl74K/eXlZgvbgakc9G2bfqseL8651he7u1IFnnp7uZ/671P50BsJ5qmYTqd0jTNjD/s/H6l0NfSUhDmdV3HeDxmOp1S1zVnz56dOfeL+jKv2J4/P9LufoqhPp0xfx4XnddrNQ4I2qs8PvK5h9hZGsdZ1FlSD0CKWjkPtAozVbhBEVLBnAvVR5eGQTGrVZgJFlDTWvSowUy6oLbUYda4HHuKicI0ChpNU5c0XcG0K9MsdmizT/NPqlJ86p8AW5OAaAArOXEqilaNS9vLttJRpWa/ZIoAdHO1gI5Otc6HomKaoFrQ0StMSM/QH0fjivRvpcIMfxWLKuQEqqTi9QSr6yvJxv4Y5VguWoZFi/OKzgYA21rD2nDKctXEYw8ATasAtLUKCoagxpVysr3KFg+21dCoHlTGGX/d+uRBK4UNlHU9oPQePygDSVuVYdDaDjNu8BqK+HASxrN/UEhetAkEB/KfWLCjf0ohqWk/V5/n84+f2+syftojefPu8ncQB7GvaHbgvnfPLvO7/HtR7LY+nyhYhEP328ZeEw6Xqw2Ja6WNi+3jam4jn2R6Mvu40m08/Edw/nO7NHwQf1Hi33/iU9SHakycGJc/ohIykZ6CJ11go/RYY9pAzupJi6rjRLAxsLIUibVYtMk6kAdO61B1F4izcYvuXCDdTCgUVo49xYiQLVYHnNtOC7rOMG4rGhtUkvJMKmSjjplXIgTQyiXMK9lsRJyZiFt6MUFeXFZIU+jtwnJMDT02A5+yttzcY1uhLKXuPQOlPXk2EMWr4N280FiyXIiCiEIHbCw4WvCwFBtLGDniVCGRRXggzwDEfZn43kihLoIFQ6Ut69U02orpWOciiCM6qzm6PGalakDGUch7ehyugMK4NC554WLnSZMBzgb1rGo0utGoLhYGawJBa5reg9YXOgkflHVBPRsGMVofGPygCph6UIVtnUdNG8w4FhT1imIHvNORfO0J2FxYI/g5rJjF2T5X3grW9oD2PKp3+NADf76/L95BXNNx9913s76+fsHyRSSl+M0aYy5QyQKJOJTtc9JOtu26jp2dnRklbV3XiaCV/SxStM5bDMxvM0+o7qbWlFiUfi/v55Wf8xYBefr/PBkq45CT3vN2AXnfF6mA8z7JGEuhtdy7d2VlJamf8+ORdsUiaZ5slz4KOS4K2rquk32F+ALL50TlLOe4LEvKskztt23LdDqlKAp2dnaSSndRv+bHNSeu83NsjOGuu+5K19iViAOC9iCuSNjO8ocP/zm+IABR+hlzSSVKs/AqAE1lFbqNKTkQCii0LWo0RW1sB58uRa++7Dr0qEZ1Lnh0eTBTTzEKAFZPNW5qaJqCnemAURtv9swCJgGConxN6UiECqwCCmUWHohpYT6BWTmuVBk2Epk2+sj2IQXAXEiJIgA/k6lsYT5RiKRq6LxO4LQnnHsoLNVvcy/aHDx73xd9EPsFTwCklemoTDjeQ8Np8KVNKgcSuU127mRlKGYW/LmU8nStgdagpzqCyUCelyOH6jyuCv5qeI+uI/HuXCBqYzoWWoUHGWPAWtSkDTP9TbhevKc/gzKLH/hdGerZ2XwX13mVqrftFA0f+/wXdr2OL0eIxcFufwdxEPuKL/wRnP3s7ut3I7D2gwPyyY39bLeojd1FBpevjXz7K9XGxYjovI2nQqpf6TbydU9mvC93G/NRbwa7kGscKB/Ek4/z53f4vcc+hzNSUMoHAlYimwwO/vyk13I7kKqqix6gSSppUK1FjSao7TFsbAdlbQBWQd2ogKbDjGp0bfFKBU7M9crJckdhJgo1NdiIc6dNwVY9ZNIF/2ATiT8hHoV0BZK6FGa/AkZ5ylhsrNJB8WoSKUoiP8XuIS98lRS2sTVRx4pva96SyhS3pe5mMrSEHA39lH4L5hWcHH1w47+7zAZM6M4w5NHiIbYZMHLA7yI0FaGB9Ec8bpPamIB/O2+Iu6QyNv51lNqxVLQcXR5TGTtT70EnEBdFHBEv54Mu1mjWBfWsIuDprjb4RgccXYOpFcUEypGn3HGYqcOVKuBpE/H01KKsn8XU4nPsXLjG1lYCrvaEDLVxg5mE565yO+BjL8Rq6n08g4KxBUvH67+/CIhEbX+6ZV+2crz3wc9i7QGwfSaHMYZnPetZiRRb5NWak2vj8TipLnP/UFHM7uzsJFWtEI1d1zGdTi9Qfu7s7DAajZhOp0ynU9q2TcravN085i0PcnWnEJGy3Tw5Ok/85ce4iGTLVcQSiywUFvUvV9fO2yjkRO2iY5wnjfN2xM/XGIMxhuXl5Rnbg0VE8/yx5kSokOOiep1MJozHY8bjMUCyp3DO0TRh4lKOLS8iNhgMZs6tqHBFEZ2fq4udg0Vjd8MNN3D06NELxupyhYzZbn/XchwQtFdxnNsc88npY2DiDL2QghGYOKfiX/RaqlXPpUUEoLTGW4efTKCJhJ0AWAhg2DrM1CYVrWlgsOmpNqO6YGroakPTGbbqIbUtEmASYjOpZNUsXyGeVT2RG0jOpERNr5lFQqYoNcpTKIdWpFn8QjsKbVMbJpulDvtzSc0QyNFQhEH62KeO9YBbCN0+xaxX3WpRIhBAUq+e8GmdkL4CtAudKXcJ+xHVrRxDUOJGEO3FXiEAc2s1XW1QY42ZKIodRbXpGWy4UCDMkx56detQnU3n3Av62xnB9igMUqgsEVQBNhyMjmIU3dtu9eSrgEYvytlcBRDUCcEoLWz6sS+curKzVf4ifwdxEBcL7+BTvxEq0OcTFDPbzC2bJ7jULtvMY718m6uhDYlrpQ21YN1ubcz37Znaxvz97lK1wdz7vdpQCz7z2X8P3nIQfzHj45/9Ao8sb8Wq9rOT1ZJV5HzEsj4Uo/URd5hJdoE7n649VYQJZz+ZhDoL1vZAxugeiAJYj5l26M4ljKvbgHEH5z3VtkI3kaSdFMHqoCnZnA6Z2qA+KnS0LYh/hp78FNux3uKApFAVfKjifLZgRrF4MFGBKzh4FgP3eN9kn9FkWDgqYomjGvBlL3gInwlEMJEo7bxO31cRKhTRPzaRsNn56+nasDSIJlTC0db3y2UMRLTgIfnwJo9cD62cZ6QehKI0FlTvhZsLBaRORbBH6LPYtO6PVbLXbMTQ3iuausA3GjM2AUePFdUWDDZ6LA0EMlaF8dOdQ7e2V2R7AikLYRJgcxtGk9A5Y8KcgA0YXEhdUytwYX+i5E3PRlEd3ltf+D5DjQDV09ir+F75ZI3ggY+dfZTz53cWfNsO4pkSq6ur3H777buSgvNE1FQKgsfIVbGirs1JUQlRaUrBrel0ysbGBpubm4kYzElaUV7mkStLd0vfz5ct+ps/RnmVPuevi4jZeQVortRdZKGwSKE7rzLOj2meuMwJ4byI1m42DvP9n+9vTs5KsTYhZHd2dtI5EYWu9Ee8afPjFd/ZyWSS+iSqXvkTUncROTs/dnk/589BVVWcOHHigvN8ueKZrKC9xsttP7PjM194jNNmhLXxCxaXa589H2WqTtVFytE6VBtnR5QK4FUArDGosiBBMKUSmNWdx1Xhgi8mUG1Cc0iF2eWioNGeiXGMigGVtpQmqGKLpDbVdJnfbBHTsWR+PjlSRRAmqVGaAH5FAZsIV59Emv0MvBKStCdOBZjmdgre96DOE6rQNpl/roA6Wa/pfW6NcakQg9y7C+VolceiUF48x8J+SuXCcsJxFZn9gY19JfZbHkYEjHdZmpm1Gms1zqqgnh0XlBuaakuxdMZRbTp0F9OxFDijMY3rT2Vnw0y/UngXpa7bo/BAE9MAfdOGhxVbotoAEuUelmb7VQbRVfzXzHaR0JX3Cu7fOcN4UrOyPNz9gn46w/vov7t43UEcxEVjuhEqz8OFpFUei5Yt2ka+RvMk2qJ9XOz9tdrGfuKgjcvfxiIC+elq47FPwPajcOiWXTY8iGdqeO9576c/Q7vsUFaDcqAVklJPJOFSZpinzyxyoaCTVyHdnLbFd52AwIBxuoyc1AZK04MTUdHG61O3odirMIemdlRoXAHtCqAUVmsaVaFWG8a6ojSWQlmWii6Rp4UKbWolytaA8axXsSRAIC2NdEP5VG8BJT6uYo/gZgrWCn4tM9Vp5zVO9R64RokdWI+F41DiPGgVs8IiThNc67xO2DpB8dhO40w6D2K7NT/RIgV/Bd9areliEbW8b/JMIEpdpRwuKoKDrZcNRLfy4DRe9UV7i/gajieBz/RMIa8mCj/m60x0sbiY96Hwm2s1ejvg6GICw3OeattRTBx4hW7DxeAKHXB9N3vQqunAOXys4wCEgnQbW6i1VZSJRIx3ULeYqcXUDtUZsHJN99d2j6t9vM+qcE30a2bgao+11cz990w55U8//ygvP35h+vtBPDPi5MmTHDp06AJCNCcQc3KtbVsgEK5iRyDb56pVUbMuInxzcm9ra4tDhw5RFAVlWSaF6CL/05wEzAnRRQrNRX2HWaJ1njCUfc3vczdbhHx/sjwnMXfrixxLnv4vBGU+jvK5+eJj8/2YV+ju9TkhWoU83dnZ4dy5c2xubnLmzBm2t7eT7UHez/zz8x65o9GIpaWl1F7TNNR1nQqJzfdrEZGdr8vHKydvb7vtNj7+8Y9f8LnLEbmtw6J113IcKGiv4vjYF76AXep6IBZnXV0EIMmQP6pElQXtwmyut0FR6b1HGRNTceK/w4fCL39p8IMCNzDBJN97tAXTBJ+uwXkoRwo10dhxyXQSlAVbzTDOVPsMnoW+SEoTCLHqiQ6riEdVAooxDL2CVYp25d5WqFlSUEFSHxTKJkUBQvpm+y4isCy1pdIdWnkq3SG2CAIcdbRLsPEYimh1IIC89/CKWgoVUsJaSUfLFLWijhDQKeqBVP1W1AOxYIL3iqYL4LJrDH5SoMYaZRVm6qm2HIPzLcU49MVrUM6jOhdYbOuDirbpUPGHWs6xyqUI1oV0QQsq/ob3ytiMcVWeC1KvIHnUeqliHDf5fLvF509v7PPKvvQRBSIHHrQH8eTjkY/B5uf79/l1Ex/q+6eo+Kp2WZa/5jG/bH6fF2tjfj+Xqo1Fn9utjUXk3m5tZPfsi7YxP94Xa3e/beTLL9bG/OevpTb2Ik7n29jr+nkqbeSflXXjM/Dn//lgouwvYGxujvnI9sNQuoQv+iJWffaXLM//gmgg4hzrg4rRBpWlFz+8QRWUjkpBYXqWUkBNWeCrArtcBr9+EwqpahsmuoupY7AVcG6xo9ATDVNDvVMxrUu2pkM26iWmXZFI1D7tv1eg5urXgCt7qwG57JWS2gMuiRFQpO2BtC9RqDpCEVpZr1n8HSriPgPutP37uL3gYx/3EXCpTVZdQ9MlG7KB7mYIVxBHNJ/ei2pWFLxC3Mp6yZIrtQWvKJQNCtfoMxuOJRy/xiVLBhOxtffBakwR1MshO86nMRcbhUL3CuK2M3SdxkUM7WoDoyJav4XiuuXIMzjXUW10mKntT4wC1cl1BniChUYXiNdgrxGvLTxKxwkG59NrEMbYYKtlSdZauQ3dDMaWkMmKDKxKllrA2vGGKvdfBV3led8DD1zzBMRB7B7i7Tmv4JxPM5c/UVbmqd3zPqW5slMpRVEUVFVFURSJhMwJwo2NDUajUSoqJmn2dV3veu0tUsTutj5fNk/8zStM55Wu82rUeWsFCSFqxXpAbAwW2TFAT6Dmn5Nt5j1a54uK5eM8/+98vRCr0o4Qr6J2FvWrtZbJZMLW1hbb29vUdZ0+J+dKromu62jbNu17ntCW7eQ6yT2F83FaRITnxy/HnY/HbbfddsV8aJ/JCtoDgvYqja6zfHLji/gi/jAj6WDhfQJ9kGbBA9iLEX2SlHi/lMFPC+/xbRteCwNa4wZlIGeJu7ce3TmKiWew4ak2FdWmRo0M7U7FeFqxWQ/Zbge0zsykO+W2AbP34HhjiqAzgVcipqYH6XmFXHmVwl9aBXsDNQeIdVR9ltr2RQpUIGQL1c+za4ISwKMSWSvFFAT/FLLMBwLX5Q8U8Vit16mvOu3bIx67LnrdEo+vSEDXJ2WvWCC01lB3QczuOo1vDHpkKEaKcgxlsJzBLhl0G4tdRFAp51T5ABDB4zuLqEzkRCQ1tXP4UuNKGW96Pzgfn6t1NhuVk7OKACy17x/C499Yt3zyC49ypULZvf8O4iD2DO/hv72fXVOx54nY/RCcF7Sxy3a7kb2L2rgY3pgnyfbbxqJ97BZ7karzbcDT08b8fvdqYy8S8pnUxvx+r5o2fLA5uOhJP4hnWnz24cd5fDiSJK0UUtCJSMblz1Gp4JOKOEciFkFVSgeLA0ANBv215hy+aQP21RpfGLzWuGGJNzoJEEAwbii2Wo4cw/OeaktRbWiKrUDs1dsDxpMB25GkHbcVndfYmJ4vfc2PLNz6fAa9+qJeNipnw60g1lrwAMFWS8QJgmsF4sk+kweuWCNEAtSokIEmhWeJBLKIIIR4hd4bdyC4ONonSFZXoQMBrvAMTZsIXDlCk7C1myn4VqogMrDo5EMrBLMVQlUy49TscYTnmVgfwvV6XOej7UFsRUdrMBlvsQ5rnWHaFgnH2tbgGoMaG8yOphj1nrPKeuxAYwcaM7U4o6LvLKEwmAe5IFMtBwjKbe/B6ICvdVBqe/GjBfAOVxl8ofAmdNM7cLa3kxOMrY2wt/Fa0T1xmy55r5I9QhgQ0qsHPnT6C+zszKa1H8QzI4qi4LbbbrtABbpImTlP/sGFBJqQjJIS730o8CQFrvJ2RF05mUw4f/48GxsbnD9/np2dHba3t5lMJkwmk2SLIITxfMwrdOf7vRfBm7/OH+duhbrkNSccF/nJCkk9v26eqJR/56rUnBzfq7+72SHk/Zf1ueJZrA22t7cZjUaJFJfz1LbtBUXHgBlSXtS/YlmRt+W9pyiKtI/8c7LNIvuI/LhkjPMJg6NHj3Lo0CGuRDyTPWgPLA6u0tjamfLZ6RkoSDP2Ppt1De/lCxVSqJwmAAMIAKMoQpqXIODO4mmjD23YiVcE4KoUynpUrHTrVVAaFONA0nqtcAY6Zaj1ACn0YJc0hwdjysKGFCrtsK6IEMpFQUPvzSp2BpL+JByBx8d0rx68CfELPQSWtDKBaR6xGbA4pRIoFqAaPtt74CYfsYwo1sgDA6mtnvvsfccgFESwQjDHbYRoTX5j2TELoRtAbADVUv3XeUVjDdOmpLXB59ftFKiJwYwUxUhRbYQHiGLiMBNLu1bgCo1pY0ux2Js3OpDrkZz1Un22LEi9kh93Hf+ybEAnwNDnPzKEsyQTA0lZS/q3j+DTa/jEo4/y7Xzlvq/xSxqzz0kXrjuIg9grbAOfe//sskWklDwx5zM68+t3i/xzT7aNi5HAiz63nzby9U+EaL5YG4v2uVsbe/XzcrUxv88r3cb8/q7VNk59GKabsHRkQUMH8UyND37uz2mWuoQlVCQFe7/WSESqxIVFr9oQ3pDEA3gf8E6hI66FAF4c+BYvaT2RbxOc6wuN1wHPBlioIgZSETN5ypHHKxdAdOgF1kPjq1S4dVKWHF7SrJU1AxPVRwQVZ5Mwb+wqChsXpEJgBIus/qsi5K1NpG6hbMzkUmmcnJep/9mvWcouixhWZAiKkFWWEqDiMpMV8Mq9gIVHEHLYeo1SLjVmEE9cFwhY/MyxguBqIPa3iPhW0Xv0SnsizOicTuuUCt64ovIV3G2dTgpiFXcgzxKdM1inmbYFbRsefNpxiR8X6CbUbjATRbkD1WaPo4tJqLfRHA6qat0GgUMQPhDswLQLmLrxqDbYauQiBwZl/1xVmN4fWYEzEUZntR2c1WgdbBlwCh/VsS7ZIGSDmWFtn9Yp0OCtSr/bj/oRnzt1mq+451YO4pkVKysrnDhxYkZNupu3a+5nmhelEnWmvBdl5TwpKUSlEHtCyllr2dnZoSxLtNZJiZurKFdWVhgOh6l/WuuZtPs8DV7aW2QzsKhf8+Ravp9FJOleqt29Yj/bz6f+zxPNQobuZgMghDCQtnXOJUJWlLLb29tMp1NGoxHb29tsbGwwHo+TB/Dq6ipKqVTsTf7kvMtyGTtjzIzCFy70wt2NNM/HOFc458cn53owGHD99ddz+vTpJzT2lyL2Uspe6wraA4L2Ko2Hz5znjJ7EdwG8CdeqtagO+lQwCGDWFQF8AuEDUU2QGKxoau+LIswGlwVe98RdcAmINxmjMK2n2nQoGxCH8prWK2o/TCDPA9ZPMTqm9fsI2LzcEPobbQBkgUBtMTNEqY8A3nqNTt+rsA8Be94rnAJRFFh6ewQBoULY5tV1kxqXmDoRlbczpDc9iQzM+NXKs0HnetJY4+kIAFJ8xRSgov+WWBqImBV8VN4Si2EoxnVFU5fY2uCmBj026GkoZlDuBL+saiukTblKB68s53tEFxGc6oLSwNu+uIG3FrWyHNS1VfQd9q5/QMm+/ULUAqmIgfweSf8Fn6bIKjF7DZ8dn6NtLWVpuNyxl5XBgcXBQVw0Nh+Cs5/dff3FCK2LEXf7JXAv9t7PvV6JNi6GZy82Fpe7jUVxrbRxsXN6Odq42Lr9tLH9KGz8twOC9i9QNE3HR05/AbdKItdyvAWCJzLK0quZW4MrPa6IJG3aTMeaCoY0Y+BBFQXeeTAFlEGc4AdFD25UFB5IGnvsgAJM7Rk4MI2jbhRNp2g7je0UbRcKmHVDjfWKdmhYzUhaE/FhPhnv6f1kpb5C6IVPnrRCavq0phcyOBTK98ICiSRs8OBVn6+mYiEw63sC06MS4WtUrJUQbbxEdKCJBbq0pXUm9jts03qTMsgEewcCVSd1b947ESiEZ4BQQTYVEIuCC++DZYMG2jheYg8hI6EQn9y+vgbKzxT/cj6QtzuTAV1nsI3GNQamBl2Hom9moii3odzxDLYd5XbvV9wtZaS9HICLWFHsCmy8SKwNuFppaJrwPDUYQNOgyjIQtJ0NQgn5K8BLphmgdE9Se4BYa0Jp3+NoFSYsvFMzz3tyfYdivcRqczCtLH/66GMHBO0zMI4fP87a2toFhBj0CtB5Ykp8YnM16SLPVLE20FpTSmYtPSkq+zTG0DQN58+fn0mbn1fDeu8ZDAaJBJwn9uZVwBK7KW8X+aDOt5m3NW9TMN/morYXEcCL+pHvd75/80TzPBGa9zE/Znl1ziUl8nQ6TfYRQtAKSTsajfDeJ6I8PxeyL1k2b39RliVd181YOgiRv0iJCyTbhHkFtFw/+THI+qIouOmmm7jvvvv2HNOnIw4I2oO47PHpRx+jNi0+kX7JtQBJnwo/4IEADAs85TjbCGJF2wCW5BdfRT9a+e3PCSwfG/MRfXkCaFVbEQR3CuUUrS+oI2iQNP31wTT5UEnFWcWcAT6ZvUG2IqR89dYBCbMoj3NhKlqlYmRSGRYKersAAfg6eb7aVCHWesXABPDXONN7aREKHYjgNih3dSQje8BZuyIRs6H/GknRar1BKU8RPzsz/MqDtnROZv5CGte4KWnbgsn2ADcuwCp0HUHlSFGMCGl32y4ULlDhIUW3EVBmhKRy4LVGSqWFvKp4kVQl1E24Bnwg611pwmfMgpuXAEF6QlZm+fsLRCI+NMVJgocnm2xsj7nu6NruF/bTFMr5XYuE7Vo87CAOAsKFfuojUG8/hX2wN2Gn5rb7i9LGom0uRRv5umdyGxfbx+VoY9F+dlu32za2hof/f3DjVwordxDP8Dh9ZosHmzM9zouYCkiqScFJSgUSS5FdRjooG8uRi7DDk5griNhWQVGADWm7UgwV53pPWoSwDDv3ApPkOgxcILrxlJ1HdwrdanSjaDspPKWYLBvcSq+mPTSYMIiFciX9XlSqRvWiAR3xrlgOpMJePnUtYcvWmSjACEWBe7stklWC84qB7mZxdcS9gmtTUa24hY6sXqUtUipX+iKWB6H+ggl1HbRFeSlyq6Ktb2+74OOzgc9IZKNctDzT2NjXIKLQyYIB5fDO4JWnMj0uzmseKBVUycYHVa3z4aQ5r/EOJk1J5wx1U9DsVPg6FORSHVE5C8VEYWqotjzD8xYz8REjgquCclp38SAiPlTORwcv3xeYkw7Fhy5vbU/K1tk16D0Ygy9NOqcYZu6L8iwjmFoy1rwH5RVE2J6eiQRb52c6w9tOw4dPPcyb3AsWElIHce3GyZMnKcsyEWXzHq3ztgbyOp0Gy4v5dHVRycq2QibOE1j5fqWduq7Z2Ngg97mVf+dp7mKVMO+5uohwzfso/54nf+f7N59an/vEzh/DIhsE2a8cu6hL55W4smxe9Tvf3/z4disWJn3ObQSstUkRu7m5mbxmc2JWCoTJOjlWsaeQ48j7PX+M+fhIP8WHV7yJL3YOgJl29tr+xIkTMwTu5Yq9rAwOLA4O4mmJ+x59FMqI4AQfqKCeTeF9eK9C6r1fcbQrBeVKSRGVshQFCSHLlKwRUKQC8dlZdKtwRXjvIp9LBGPKhWIN1U4oIKatQnWKxhc0VmFbTbeqqW3BctkyLFqWiwalCaAxHEWYrY+KWfmei9JWK5ee2xwqgKTsSa+Iitg8jUu8rSrdxcIDvQoh9/MSxYClL+ogyoDQr77QmbToUBh89NKK6UgZgMT3fRewLfYLoSBDVBQoaFwJKFqnmTQlk6akbkrs1MBGSTHWoRiGhWKsqLY8poZy7Ci3W+zAxNl+yKTFvZI23TSjFsMYaKZBLa0VPapW0LQo64IqZTDrCSaKDKV9SKXyceQie+1tJO6jzYE88ITBUJzrak6d3bgiBG3+sLNw3UEcxF7xufez8EJ5okTkIpLqYgTZfuNabGPR+F2KNnb7zKI29urT1d7Gou2u5jb2Imn//Pfhq37oIjs6iGdK3Pe5R9ga1EElmAhZlTBHyKxS6bYb3JqCjFF50IWjOQLdkkavVZRlAW0XNjTx0cX7MAk97sJ+Mmzr479V69BKBeuuQgePUK0ElIZtPGki10xh2DmKWlHXinaqaVqF7RTTVtMulTTLDa01VKZjqWwptWVYdDOFrMTGqtAOYoZVptecsdsyOhTRKqIFVqrTgMqEAX3RrpAdFr5ogm/FH3egu6iGpe9Lym6LhK3YcUXMaqONgvOKwojxQjwvGT4WotGLmAJS26nYVSSkk3+tCFF9TzBLVpooZQMR7eIpjPZfTqdjn3QF47qi7gqatsB2Gjcq0TsGM1VoCzjQnaIYB79Z3UAx8RQjRzHqcAODK1Qq3tUfUMDeKQsr4mqvdVDRKgKWbtuglF1f7QvRJXWiS9jaG7BLHmXivrUnf5zxHpRxeKszMYRgcRUz2CL5Hb87sxNgskzxyY3HGY1q1taWdv0eHsS1FydPnkwp8dATgos8aWX5+vo6y8vLLC8vz3jP5jYJ8jnoyVtJixdV7SLlZNd1bG5uJr9UIQolTd9aS1VVVFVFWZZJ7Zm3J8exW0p9rvSdj/lU/JxINcYke4Z8XOaPOSdj5xWwuykt9yL48v3NK5zz/Yq6tes6ptMpTdOkQmBiYSC+v+LzO51OGY/HjEYjBoNBai8//zlRO0/cy/nI++O9p23bpKwty3KG5M9JfSHf8+OQ411kt2Gt5fjx41RVlSYJLlccKGgP4rKGtY5T7U70kw2/ygEL9IoDWZMAmgK/5OhWwhKMDiBChx9y5T2+LCPAjcRdvifvUZJe5gUAeHypErAwU4duieoCjbKaplO4VrPTGtqVhumgYFiW1FXBStlQGcsgFhtoMalYllGeht5iwEXVahcVqFpBl83ON67AekWhVUqV8ijaSMxaF5SwlbaU2jK1ZfRVjTcdPI0rwiy2VywXJQJxRQGhVZz9j/u3aJwPN7++uBn9QwYBxBbaUSgXLA4yewMIoHTaFrTW0Ea/Wdtp7LTAjwym0ZipotoKM/qm9gzPO5T1mMZhl4pQKVasJ3RM04sShkDaKnxlYAQYE68YjxoMg92BDp5t3nVQGOzQYAcKN/AUJoD2kD4Vzrt3Gefr1EwpQSFvk7WGzOgrqI3lv509x/O/5Jan9gV4EnGgoD2IJx2ug3MP9O8vdrnI+t0IRrLl8+93a2Oes3qmtDG/jyvRhmL/bexFMF6JNvZ6vVxtLPr8bm0sOqfy+vgnoRnB4ApM4B3EZY/PbWxgq0BO9tFbPs3aS4V16d8qiBHaIw5XRlKtLKCJBW6NCdiw8zCoYDIF7wKRlpoSEo1knZ/aE6liF7ZJtmBKpeJhpg0ZTe1YY2pFM9V0awo31Yynhma5pBq2jIuKquhYKjuWy4ZSWyptqUwXcK8LfRL7r0I7nA/2Xgn/RrLW+ojoPRTaJ4sAiS4Srx6p56CjmjXsq/Oa7UiQtq7AqIBNS21pnKFxJsC5iE+N8rROp35Yr1kpyozABUUQPJQ6krFC/sZzGCzJAtnufegjiVeMpIWQtVGxK+pZjU/CgORVG7PMpl1J3YWxm7YlbWvwTtHVBX5qUBONahSmDj6zpvbgg7hhuOGCsKQNXrp2OeJoTwK3PqYeyhnA+/TM5EuD6mzgX7VBKY1vmqCcHQ7CdViYVAMC52Gpwi4V+ALadY/SDmMC2ew6HQqDRbw8p6sIgyXCmPAQFpLebE/W9ox7f008psacOr3BPQcE7TMmjDFcd911C0nVRYpXeV1bW5sh3eY/L2StqGnnla2LrAtycq+ua7quo21b2rZN/26ahqZpWF1dZTAYUJYlw+EwWS7kBcpyAnhRuznJmJOjedp9TsjlhbGAGaXp/Bjl3ri5tUOu+M0tAoT4zPs2v085X7uRvM65VExNxqrrOsbjMTs7OzRNw2QyYXNzM1kebGxsJNuC4XA403bejizPifycyK6qakZ9a62lLEuqqmJlZSWdn3mied4mYb5oWK6czs/f+vo6q6url52gPVDQHsRljfG45gujDVgn/FALcI1gScXfaudCxVSIVV8LR3vI4wYGv1TBqA6fg4AGhsE3Kfh3BWWtcvGm6MALySUgRit0F6X58R6gO08xcSxZMI1Ct4p2TWOnJdNa0yyV1Estk0HJTlmxWjWsVjpVkvUqACKn5Jj8nEcXsTiYiZYHii56YUnBgNy3tnUmeX+1zlCrkJ5V22LG30qrUMhBhqJzBqMDLDbxM220MVDKM7VFrJCrEzhKilxReKhQ2sxm4L+xBq08jTWp2u/2dAge2qagqQtoNGq7wNQK3QTFxmDTM9gMxGy53eGNwpUa5XvvstB50DEVCwhqEAFsRgdwKedyWIVzXRSRqPf4YYUrNXbZ4wuxj/DpqSjca5VcNZG7VwnQS1upyrJTSMU2r+Gzp888xav/ycWBB+1BPOmYnIVzD4Z/LyKfZp7sFyyT2I3YUrusnyfaLnUb+bIr1cZu8VTb2IuAfCptLPrslWxjL8J0vo182aVsI79e99PGomtKAZsPw/YpGNyzS0cO4pkSzjn+9NFH8as9zkMRBYc+ZJArny4XISulmn0SJCxZmvWCwXmNPbSM2R719k1RgEthAkmbsK3psa1zAbxGAQI2swRLBG4gZOX69SpgLNV6ChfqMJipphgp6lrTLXvcWGMnhvGwxAw7ikHHuLTslBVVYVmpapaLliLafQEU8rDvYr2CqCS2XlFAskcQ5WwTiVCx/srxbxAB9IpYySzrnI5FxaB1YjNA8phtbLDjEqWv0cGWwPveJqz1mlIF5WhPztr42V4BO40Y22gHroiPDKHvXSwUBoEEThlrCrp4vrUK+L2NlmNTV9C5oORtrWF7GosRW009LXGdhk7DThA26CZk9pk6+MwOzzl05wOG3gnFcu1AhwHoAmb3ESd6RSoal3PgvtDBxxiCl6wx4TpC4ZsWNRyAiXUgKsHV8ZpfHmBLhSugWw3XqI1FvURc4yM5KwrYcLGH70QiYVVYL8rj/vPqgnvrVFk+/YXHuOfOE0/o+3kQV29UVcWRI0cAZhSOObm5KMV9MBiwtraWyNF5GwNRN+YFrYSMk23nlaht286Qu0IuWmsTYTudTtPf8vIyS0tLNE1DVVUzRK30ezeCViK3A5hXbc4T1Xn/87T+tm0vGL98X7kaNScwZb95QbW8LzmZO99/UcsqpZLCWMbHe890OqWua6bTKTs7O0lNO5lMOH/+PKPRKI2vEO15n/NjkBCC1TmX/i19KIqCtm1nCOTBYIAxhpWVlbR9fhy7KZrz9mVdfg3l1+2ZM5eXAzhQ0B7EZY2dcc0GkwDgEmDtgatLiCIDlV6hjWd6wjN92FAcXaXcmYZNjA6Ky9IEJaW1qMJE5UBI+3KVRtmYdgTB99S7WAE3ZtYrgrLTgW4sutPoVtOMFfUhTTdV2CVDvVTQDCz1Sku9VDLpSkpjGZiOgekSYeq8ptAaa0L11sYWM/YHnTORoA3VXjtncC6Qs871gFSp8GqtpjAWRSBKnQs+T5IyZa2OYwWFCZ5h3iu0jiA6EsJGBe+rUlsGRYfRPQMrX/fcRqG1JgHd1oZCBl300m07Q1MXdHWBmxpUozE7GlODrkMhsHLsKbcd5XaHmVjsksFVerZBD8oRUq5icQNtPTiP3mnQTQvTJnivTaaoqoSyRNk6pfrhHPbwEt2Kpj7qUYWP15BKzyoCFkObqudpVZbmpkgz++mPQCJ/frR5QSrG5QjlmEtdm113EAexa2w/ApPz4d85dtyNkNpt3V7L9rP+mdjGk93Hftp4qvvY7fxeyn5ezjbm41K1sZ/rZz9tdJMwEXL8gKB9pkdddzw0OY9aF2K2f1AS3BReYzpoBLKJn4r/MJVldFtJtanQzTLm9CCQsJQ9rnUOVpfhbI3vLKqMqi+ZsC40bhAIAmVjmS0f/21dsD7QgTxMhJ0KGNg4oA0EblFriomiXVO0q4puonEDjR0a6kFJU3jq5ZZiYJkMSparBq08g6K7vRFzAAC8C0lEQVSj1I7SWLwn1UXwgHUBAzt0JDx1IqwVHktUrHrooj+sR4jY3iJBVLTWqYiVA6ELpHoQksWlopy4MAEYdVZHYQIJDw8KGzF2INN1JJpba9I+O2cSeVsVXRCAxnNL/LdgautVUhLXtmBggg1D38/eNgGgbgvapqBrDK420Ea17ESj62BlYGooRiHrrNpxFJOAoZX1CUP70JFomQbyzKRstO6KghHdBp9j3Tn0uEG1FjUNr3gP40nIRFtbDTYHYqGhFKppQWu6o8t0y5r6KPglF5IUhWwFFKq3DxNRRF9sI/SrCNYHKRRB3Oty8lbWeWyh+My5KyOKOIinJ5aWllhZWVnoIbqbUlPS1m+++WZOnz7N6uoqGxsbAMkXNCdocw/XsiwpimKm0JSQfLJNToiKGlQUtIcPH2Z9fZ3JZMLy8jLD4TAdQ9u2VFVFURQURZHIQiEfhfiVfecqWiFMc/I4V3bmxJysk/ESghZIx5YTv0KAymdyJamMlzFmZrucsMyVxXn/ZNxkLIWAFQK7rmt2dnZmiFqxMtje3qZtW5aWlhKhLUpgaUf2L+fBWst4PE7qXFHsVlWVxjknYsUG4+jRozPHsJtae36ZRE5m59YIx44d44EHHuByxoGC9iAua2xPaqZF+GKq7AfZOwUmEIM2ko/E1VqFlBp7xNIc0biVKlYX7aAahllhD6wsw/YopII5h+rCH6UOlXIB1cZZEk9QHNgoQtCxQ/GLa2rHsPOUY8VgU9OsKdoVRbsW0ujbSUG7XDEqhxRVR1lZBmUXAKMOELUyIRVMKWitQQoSgKLuDJ0NIM77UKxBlKwughghYZ1ToVCAB9UqaBSqiQSjjKFTeONxJVA5KH3kID266L1YJbT2DKoWox2FcahIyhrtUwoYPhR2UASbhaYr6Gwgi22n6aYFflSgppqiFcWsohwHcFlMArgcnG3Ae7q1MvijER4QhC9VLigDJF1fuUjO1h26boP/lfd468JM/+H18OAiRKn3YAxuWGEH0B526ML1hKxToKO6hFmvNCFx+0Vzkq10jSoeHm/TtpbB4DIXLYjjseu6gziI3WLnsWBzkMduKsB83V7E1fy+Fm2b72d+n5eijfwYLmUbeVsXa2O3vu22/3w/e7Wx6FgvRRv5+4M2ZuOptuEdfPET8CXfDGq/F91BXIsxmTZsmGm6BnL/WSdqWRWLSDkVSDTJ0iGoLrX2aOPpru+oj5UMzxvcoWX02a1ArA6qcJlZi69KWF6C8TSoGq1GOQedQmmHKjReK1yhA57qsge3qKRU+IC9TDS/illHYnugJg4zhWpHYQeKbhiJ2iVFt2KwFbgdw3TZUg8qtoslitJRFB1laSkKm45LsuICeWsxOmRd9aRr6Jp1mtaagCmjDZjzOuBdwcIuFM8SHJzwcNxGOVCdglaF8egClherA+c02oId+IDxK8dOGf4tX2NtXPRD5YJ7jjGOQdWhlKcwsTyYAqNtclJzPhDNinCcbTzWzmrazmBdOCbnNF2rcdNoYzDVGAs6YmfdRGJ24ikmwdagmDoG51v01OKGhnY9q0zvCEIGeW/juW4z9WHEh7pzqMai6y4U1o1qFd9ZfF2jlob4pQq9PQnPVjF8Z2FliK8KvIHJjR5VWZQRtZnHS6Ya0brAL7j/RTKXeF4CtvZ4r/t1+X01krufPn8Gax3GXGbMfRBPS4gKVWI3JeN86rkxhhtuuIHV1VVWVlZSqnxebKyqqqSqFIKv67r0eVF95hYDQlbm1gkAdV3Tti3j8Zjz58+ztrbG6upqUvGurq6yvLxMWZYMBoPkT5sXLMvVtfOkn3jdzhclmycq5bM5eSx9E5JZPiNksVgxyPgWRZH+LX0wxiTFqShn89fcCkHGSfx4pe9iZVDXdfKezYuBCUm7sbGRlK0yNqLClfGYL8o2b5sgfbDWsra2NqOUzn1n5RzJuOcE9KIiX4vsMhb50HrvOX78+BO82p96XEoFbdu2jEajC5YfOnToApIaYDKZzHxXL3UcELRXYZze3KFRcTbLqlTdVmxIgyKByJtFn9ZYKExVlvHNBcuPVpRHVtEbI5GMBuXB8gDGE7y1YSZ4kBF+PpCCCQX4oNL0imiYH0g8D8mzSzlPuRNsD6qNYHfQLgfg2qxrulWFqwqaoqIpHaOBC2DPeNAeYxxFEchP63QiOvHgbARtbUyPsBF0Wgi+uhF4ek91XjE8A7oFM4Fy4sGG/rlSpYqtvtTYgcKWhnZd0axDcxi6OA7Ewl5BDuCZFgOUEJketPHowiWALf6t3kUlQ6fxlvCA0Cn0VFFMFeW2wkw8xRR04zAtVJsWUwdbA1+EcUIplPX9qxCz8lDhfCBijUa3NszwdxbVxiIZ0zqoZ5eHULf4IqimaVvc2hLtoZLJDQqWXJZ26Hu/XhVKTiSA6MNY+zgeZOoIn9aTxu5sO2JnUjMY9CD5skTej0XrDuIgdouznyXlE8oD0F7kkzygLiIs2WP5/Pp83dPVxvw+L0UbFxub+X7sta/55fsh/57ONhadm2uljUXtXYo2dhv/J9PG45/gIJ75cfbcDtuhykCaUBccK5dHXvxK0vpTMbG4TGmHGlpGtxmGZwx6usZgXOO7LqSYF9EPtbP49VVU0+LbDmUM3maetNEWQbfii9BjXAUBUymgVEQjWLxM2KuId33AYeWOpxjDQEE31HTLGlvRk7WrBd2SD16kxtMUwX6M0vdEpwYV8a8IFqwL5OwMBo7iBGc1vuuzqqSIKw6QNHoLKqpey21FuaGotj04EqmpbE9IukIl8lJ1YJc0rlC4wtCtKOzQ06wr2tWAj73x4RnARHGCiXhQeyaFR8Vj83KudcDK+CB2cC7am9lIOLmYCWcDwYyILFqFrjWmhXInELK68RR1IFaVC0XAypHtRQse7ErZ+xVHizbBz7hZcYPugmI2YO+QPajrDjrX42mlwjPTZIoqCji8jmq6kIVoIq62DoymO75Ku1YwPqGwqxZjROwAOmbqqWwCIjyzxaK74UGO3l7Mz/w2hyJjqsff6b4btntovMlk2rC6MnyK39qDuBpidXWVoigSETdfLGxeSZtbICwvL3PzzTdz5swZNjY2qOt6xmtU7AdE7SnEpBCAeRu5OnT+T4g/ay3b29uMx2O2trZYWVlhZWWF1dXV5EkqpKgUEZNiZMaYGVVtTrbKvoXszAlKeS//ttZy9uxZzp49S9d1TCYTJpNJInaLokifEWJ2MBiwvr6e1L+DwSApY3MiVtTFMtbS3/x8CFnqnEuEsqiLJ5NJImlFSSsEsihmhTgWIl3GPLdvmD9uY8xMwTYZm6ZpGAwGFEVBXdcURZH2JefjxhtvZDAYXGCZkZ9bIcDz623+mpv3CdZac/To0V1V3k9XXEqC9l3vehd/7a/9NdbX12eWP/TQQxw6dCi9f/e7382P/uiPcurUKQ4fPsxP/MRP8Na3vvWJd/4iccUJ2q7r+O3f/m0+/elP86Y3vYlbb711Zv173/tePv7xj88su+666/je7/3emWU7Ozv81m/9Fo899hjPe97z+MZv/MYL2trPNldDnNsZYY1NQBVIioNckeAiSSk//lo7TKFob7CMTpYU26ssbU2gtTAoAwByHg6twfktqFuU1qkGlC9NSvkC+iJjgG4D4JR+zF72Ht1FEDV1DEpFu6KxpxX1UU27BL5Q2ErjhuBNmJ13pccWnrrwwUMhgj3VRSK2C2BLd6FBU0dA3zHjPzXY9AzO2+AjRuQQfeyvUug2gDPdephCuU0Ato8En9fxCcP0iA7KWgXOgC8jPirAVREwOXCFJ9ZA6LGUi8DYgraxoqyV/inM1EdA6Sl3HOVOB94H0hhwlcGZABLz/odzHRtJ7+P5by2q6SI4jWDP2kA0HT0cACngZZbVGJobV6mPGiYnHBShLQGP2riAR304Dyq3dfCxUzPgMIBML32MyzdtzdnNEccOrz6RS/4ph/J7FAm7xn1onkz88R//Mb/3e7/Hi1/8Yl72spfNrHvggQd4z3vec8FnfviHf5i1tb6Aj/ee973vfdx///2cOHGCb/3Wb2V5eXnmM/vZ5qoO72Hjof79xcjARct3+8z868X2+Uxs42Kfudra2M/5vlrb2OuzV0sbpz8Ntobi2iMTTp06xXve8x7W1tb463/9r8+ss9byv/1v/9sFn3n1q1/Nl3/5l88su++++/jABz7AYDDg1a9+NTfddNMFn9vPNldznN0chSywiBOAqP7svVcTzBGsEYBPIqO09hjvcYWju65j+/YKZQcU2+uYL54PBW+rKiheOxvmlI+sw7lNfN1AWaCsi+ntHl8GWy9lbUxPD8QdnoBzFSGjTClcoVCh87iMzw3hA8bzULWWcsfijaJb0thK4SrF9KjCVgTrhBJsZXBlxL6ArwIGbgX7CtkJsxjYEzLCfMCWENSkqg2kse6CKEH5gIVVB9WWZ7DhMHUYk1hHV/6HK4CIi6UArW5DcS2vAmnrTWjTVZrx9Yb6iMYO4uELRi5IdhDe9DhZeG1nPM5EOjKf3I9krHJhWx1xPtGmSrdRKdtAMQ4WBsXYU44dxSgMvPLRlkAHDG+HJhV3c/JU62NtDd33SUW87qWwlwJlg3I2kbK+P9m+CdcwRw9DYVCjaRC7RHsDvMMeW2V6/RLTo5rRLT5k50HKuHMJX0cVuY3fiHjdBwI29jH3pvUglYyV8n2fBW/H78mZbsyZczvXJEE7Ho/59V//dR555BH+p//pf7pAjfarv/qrPPzwwzPLnvvc5/Ka17xmZtnjjz/Ob//2b7Ozs8NLX/pS7r333gva2s82V0Osrq4m1SbMkrLQE7J5yr5sX5Ylt9xyC48++ijb29s88sgjiYgV4m9lZSWlxUNfWEqsAERJm6fyy3Jpf574ygnJzc1NlpeXqaqKY8eOJVJUPGmlcJiQn/mxiu+t9562bZMiVDxvlVJJMSpE59mzZ9ne3qbruhnLBCEnhcDsuo66rtOYnTp1isFgwMmTJ1lfX0/bix2D/LuqqnScQi7Pe9OKgjfvc9u2TKdTJpMJo9EoEbXj8TiNqZDA0s+cMJ/3uc3HXQq15edB9re6uppU0bKPwWDA8ePHOX78ODfccEM6l6KYzdvNz3u+LF+3yINWKcWhQ4eS9+3lirwPi9Y90bj++uv54he/uOv6j370o7zpTW/i537u5/jv//v/nve97328/vWv5+TJk3znd37nE25vr7iiBO2v/dqv8bf+1t/irrvu4gMf+ABf/dVffQFB+xu/8Rv85//8n3nd616Xlg2Hsz9Ep06d4uu+7us4cuQI9957Lz/90z/NN3zDN/DOd74zXaD72eZqifPTSSDQVOTCVJhpl0st4UUVCDZ5DxHsRsXB0uMl5Y2HKM5EFa3R4Qe+KmBlCaZ1AB1GoxLgkOT2SL45uVFEYGBCqpgim6GWGeuo+jSdw0zCbNxgqwigtQxpYbYKM/euBFeGVzsgEaACOvEEtWkLygYAWY5d8AWrHWbq0K0LaWzWYWqHblwAW9YFFYQL672MmiIoKrQKhGZpcJWh3DasDTS21LhCY4c69K0KighXKmwVZrt9TP3CB1AaQH0gZVUX+2oJ/WyCWraceKpNi25jn7sAgH2he9AvRKtUcyWCSB/Ib4gPDdqH9CzfE6g4H6wspk2wsCgL1Hga1LMAztEdXmJ63YCdWxR2vcMUDhOVy84FpYZzJP+r4HkV21MkhBuKhMkVovoLMsZUdZze3OZZ3PDkLv4nGQdFwkJ8+tOf5s1vfjPOOR566CG+7/u+7wKC9r777uNtb3sbP/IjPzKzPP8xc87xxje+kQ9/+MN88zd/M+94xzt429vexh/8wR9www037HubayJ2Hun/PfMg/jTFQRuXNy7Wz0txHFdDG5cinu42th+B6SasXjtkgveeN77xjXz0ox9ND3LzBG3btvzET/wE3/Vd38XNN9+clssDocTP//zP87f+1t/i9a9/PRsbG/zNv/k3+Xf/7t/NiAX2s83VHmd2RvhEVJGuK/E9FfiSe9vrqCSdCRXUl7p0jG+zlFuGcrTMwDnMxoSklNQ6WDoVRRAgbO3ApIalAart0CYqUUsdbLvIiqMIzs0mmjUB36UMNYLIQHee/qM+Ep0OWjDTSIgWisGmCTjXKFwVsK4tVSj+WoT3qIB9XRHa0tF6IHihkib/iwmx/gAoF7LVTBPUsLoJ2Fd1PpLLAfuaOuBE8dlVLmRfYeM5sS6Sq8EKwhvdk46AL0yoP1Fqyi2NK+NfxK12ENS23hBw/SAcm5DSKPBFhpU1Pdnogs2CHJO2pCwx3cqfC96y2wHX6y4eo/WgwRUaVxpExJALFfLCXz76LYQMNB9xuwrn1UYsjUzux/NvHTiHb9uAqw+v4YdVIGcVYax8eL7ww5L6xlWmxwq27/C4tQ5d2iCWMVE9rMB2Gq+kgG/sXMTYwZ4i9B3V1wEJGWoZWTv/ABgXjE3HI6fPc/stlz+9+KnEP/7H/5h/9s/+GXfeeScf/OAH+b7v+74LCNpf/MVfBOClL31pWjafgvzRj36UV77ylXzVV30VJ0+e5O/+3b/Lj/3Yj/GTP/mTT2ibqyVWV1cX2hfMR+5Rm/uArq6ucuutt3L27NnkbyrrvPfJ5qBpmlRQa5EiUt7n/Eju1WqMmUm7F5JRVKxKKba3t2fUs6IUFXI2txoQ8k+UolKMrOu65OVqrU3FtUStmhcsE6J03r9WjicnF6Vf29vbqV95n/IiZ+LpKmQqkJS1uaWB9EnGt2maRMwKqSyq6Lx4l4SMQf4qymYh0Bd58UrbYpEwr44+dOgQR48e5bbbbmN5eTmpl/PzvEhFPV8ULS9Slqtp5d+rq6uUZXnZCdpLpaCVEMsIGaM8fu7nfo57772XH/iBHwDCJPwb3vAG/tk/+2fPLIL2xIkTfPCDHwTglltu2XW7L/uyL+Onf/qnd13/4z/+4xw5coQ/+qM/oqoq7r//fr78y7+c7/iO7+D1r3/9vre5WmLHtgEISFqMD6lA3queqBU+z/WVbyF40ZaVpbmuY/NLKnS7zOpWHUjLsgBvoXP4teUA2iZhRlh1DrRNBaX8ItJaZqGl+ml27Qf1Z/zCRsJWOU+52VJCTCELJCMqzMwHTzCVwGqYEA6z4KrzAXxOOlRjMXUXzPu9pzKwtlyxfmiJZz//dm5/zknKMv6AefGGnQf6qgdw+TIV0so+8/E/51Mf+xznz4+Z1i2tKXDDErdcYZcKutUiANQqkrU6oHivw7Hr1ifQLO+1DSpZ1UW1rAsFvnyZ+cKi0ky/8oRZdRvhmYsT6loldS3xwUaLWtQF8zHftCHdb3UZNW1CClZRhPEoNNMbl5lcp5mctOhBBI+Qrqs4NMHCwuYzd5moYN43Sx7mVf/eadhoZx9KL0eoLIVt0bq/KFGWJT//8z/Pi170Ir7sy75s1+2qqtrznvrOd76T3/md3+H+++/nzjvvZDKZ8MIXvpCf/Mmf5P/4P/6PfW9z9YcPhNH8tTy3SX6NPykiLn+4eipt5Pu5Um2ofa5P/44ESrEEg3Uol+H4s+GG58P6zYkUuCThLTz6J/CFD8H4DDQ70I7D8qd8HLtst599PNk28lvXk9nH1dZGO4Z6C1avnQkc7z1vetObeNe73sWP//iP85/+03/addv/4X/4H2bIhDweeeQR3vrWt/LzP//zKQPsB3/wB/ne7/1ePve5z6G13tc210Js1jU+Pl3k6d02prl7QqEpL360RIsr5ZK61sXlRjuoPO2qYvtZCnzJOqssTbqgehxEFa110barwh89hDq3CeMIYAoTsmx0f3FegHHz74HzYFQgN73qV8frW2oCJMtQF1Yq6zFWoRup4xAfZk0ga5UHW4XCu94IYavSd6bHwJG07CJBWVtUZ0Nx3kmL6iwKT6kUqysVhYIbbznKnV96CyfuuI6yyK4TwcTx33nMEAQLsHG4dyse/8JZPvaB+9k8PWK0M6VuHa3SUBXYQYEfFrhBQbdssMNA9LoqkNLEAmzBJiselwUTcX4gagNeDsRtxM1WsszCv10kjC+MYL2gHIhFmVIqtSWJXwFHi8VF/KQmnatw3iNGtzb40B5awy8PUeOg3vNVGRnXUN+hPrnO5HjB6CTUN0RsXTi08QlXpyK8gIpWGYmkTaelrykiRcX6k8RskTBmDgFr4Ew9WTAuV3d8+Zd/Offffz8f+tCH+KZv+qZdt/tLf+kv8Q/+wT/Ydf33f//3803f9E28853vBOA1r3kN3/Ed38Eb3/hGnvOc5+x7m6slJAMtJ+nydP3c8zQnz6D3Tb355pvZ3NxMxKb4kUoq/urqKltbWykN3lo7o7hcJFrLCcF5YjEndvNiX1tbWzNkn5CSYrsgalVpU5SzuUJWXqXAmawTe4BFpGHe53zf+XHllg15EbOcnJW/lZUVjDGJyBVyXMjQvD/yXvoqBK4QszlxKv0QYnReHb3buchtECAQilVVMRgMmE6n6ViccwyHQ6677jpuvPFGbrjhBqqqmlEa5+dU7A3y8cutDuavhfnrT/ogKuHLEfOTCPPrnmicPn06efg+5znP4ad+6qd49atfndZ/+MMf5lu+5VtmPvOyl72Md7/73TMq6EsRV5Sg/bqv+zoAvvCFL+y53alTp/jZn/1ZDh06xNd8zdfwrGc9K62z1vIbv/Eb/NRP/VSSoj/3uc/lpS99Ke9+97t5/etfv69trqaYuhZVOBTB2zT5VrkAal1W7TQPUTpqPGZomdxqWX5UU924RvX4TiBklQYXvEv9+gpqZwzbo7COIX5YhlnlMubxR4WCVyr4NrkecCIgMBK2+DjD7SOBG2epgwo0FiPzPoDomYc6n2at6Sy0Hdpa1g8tUWjFDTcf4bqTR3jui+/m5J3Xc93Nxzh6/SEGyxWDpeqCcXgy8U1/7aXUk4bt8yMee+gM93/4QR57+Cwf+737OPvnW9gg/4DC4EoTFAbRh0pFojXN4uugRvCFiUqC+KpVUDk0sQpsLFyh8grCTqG8S2OjEHa0Jxq12Bt0FpoORmNwHn8seGQpiCl8YWyb4ytMjxeMbnH4ZRv8zqxG4yL5qmTTIAzodEhBK11aFmwtIjscH6rSORRuPi56bGvnkpyTJxQxRW7XdX9B4q677uKuu+666HbWWn7pl36Jrut43vOedwGp8O53v5tXvOIV3HnnnUCoLPvmN7+Zf/JP/kkiX/ezzVUf3kEz2j8BezFidK+4VG3sNd9wOdrIt8/3MzwcSNhiCIdvg+VjcOO9cPye8O/VG2H5OJgSypXwW/R0ZK94B10NzXYgA88+AF/8E5ieh4f+C5z5dFju528M/sK3e5HdcMH9b/c+7bGfS9XGXiTy5Wpjt3Xy2W4aVLTHvmSPRq6u0Frzhje8YV/b/of/8B/42Mc+xp133slf+kt/aUYR9u/+3b/DGMN3fdd3pWU/8AM/wL/4F/+Cj370o7z4xS/e1zbXQux0TcCw2mGtSTjW6JjyjafQLhSH8r31QZooVgKlfKp1aipLd1Sxc6dieE5jTq5Rnh4H71Cje+Ks7VCFwR8/jNoaBXzbWRhWKKPCtk3EuOm6Dw17IWWJD9A+Yl3VY7RUdDSKEAT3SaaO1xlh2/lApkobnaVyPhWClf2EQbBR5RrrCnSWQWlYXRui8Fx/0xGWV4fc9bxbuP25N7N+bI0j169z7MRhjNEsrQ4xxYVKu0sV3/Wj30I9rtnZHHPui5s88PE/5+xjG3z+M4/ymY//N7bPT7AQstSMDvi2KEAHX1t0uN8rF7yB0/MA8ZxAsqEQfAwkxatubA9GteqVsFr1fsEeVCRi0/nSKru1q3SuFEGpq+pgOUbbhbEfT4Nw5dAqfnUJNamDwKQsBAgD0Fy3wuS6ismNislJCwOHMg5rNcGvIWye6wMCnlYJY6M9yvhYwyL7Ocz8Zv2i+3K+Tw0Pn9u4RGf58sVepGwen/zkJ3n729/OiRMneNnLXsaJEyfSugcffJA/+ZM/4Z/+03+aln3bt30bx48f59/+23/L3/27f3df21xNITYAQqaKalMINOjT2aEnH4XMlWJTd9xxB48++ijHjh3j/Pnzadu8kJQUq5L95TYH0BcIAxLJCCQF6LySMydnhXgUhaccT04ASt9z39ncV1X+clXsXorJJxtN06T+yDiLyjb3ys1J5VwBO+/XmxcWywloUZbm2+QEo4yVbCORH7Ooh+VvOp2itWZlZYWmaWauE6UUx44d49ixY9xyyy0Mh8NEwubnWI4j99EVT9x5kjsnxOeJ+rIsWV5eTtfb5Yj9KGi3trZmlg8GAwaDwQXbHzt2jH/9r/81r33ta/He8zM/8zN867d+K7//+7+fnpEff/zxC4qhXX/99bRty/nz57nuuusuxWEBV4EH7X5ie3ubT3/605w6dYrv//7v5yd/8if5e3/v7wHw+c9/ntFoxLOf/eyZzzz72c/mwx/+8L63WRR1Xc+kqM2f5KcjvPecPr2Fq1R4fpWiXC4A2E5S0D0Qk686q0IamPKhmICHorD4tZbzX16hXMWaW6Y8OwHiTG0XSD6/toLSExhNgl+XHQawFEGBL1QAmT4SjAmcypQ/gXQUkNq5SB4GfyjKCMwiCFWicrAO1XWBlLUxnSgCpCPXrfGq7/4GXv19L2e4PGB5LQDPp9OKQmvN0sqQpZUh1998jOd97bPx3rN9bocvPPhFNh7fwscfp53NCf/xV/8L9334QSjKqA4LoFQVRSBuh4E49kbH4l4O3XSoaRO2Lw1uUOJLE9PLwrHp1qYiYd6oCPZ7GwkViW7VWajbQM56Fx5GrAv+apFIxjrao8uMb15idDN0R216aErXAT7N2KtwSaFKl4hYUc/OKGhFcKFjemJ2Wpz2PLK5+bSdp91Ceb+r1+wT9aD9rd/6LX7jN36DRx55hLvvvpu/8Tf+xgX3js3NTf7xP/7HfPSjH+XIkSN87/d+L6961aue8DZXKtbX11P2wt/5O3+HF73oRfzmb/5mso/51Kc+NTNrCOF+ef78eb74xS9y44037mub+bgS99Q9o50EwiiPvYjKeTJ2/r3aZZv5W9fV1gZz7/fbBsCRu+A5r4N7vx+Wj4IuoFqNciH19JCwe4XSUC6Fv5Xr4ejd8CXfFCcCa9h+NPgOT+dA5M4X4ZP/Bh76g7ifuHy/Y+V54ufjUrbh5z53qdpYdAy7tSHLdmvDWzj3INz+Mp5pUVUV9913H+fPn+cXf/EXaZqG3/7t3+a5z30uEO6pt95664xF1z333JPWvfjFL97XNvNx1d1TgVNfOItfUajkORuWO6fSLaHpCkJJUnk4DYxaZzXaecSz0/k+e0wNW9rr4MwLSg5/qmJVa6rTo4CxVFSACUmrNf7IOmoU8C3WotsOvxzGVmVEqTch1V91kCbTY7GwQKQpNMEiTHUuEbUqYjLaLmBbTyAWC9Pf92wgIoP1VsSC1gUyMIoTfGdDOr214Bxrh5Z44auexzd/38u59dknQSmW14Zoo6+YirqsCsqqYPXwCjfedh3PffHd4fCsY+vMNo89dJpzj21GYjvcGMbbUz75oQf4j7/6wWD5WpZhTCNxq/KCWxEzJxu1jjButUNPmlBLI1ox+KrAl0VUIetA0iYLBdvXczChYFkQi7hEnOMJdRxaG86Lc8HybVoH64LjR1BlEdp10b+4MAkMNyfWGJ8YMr5RMbrFwrJFG4dWPimFxX+WOYystJ/B2H4eZ8Mc1laJxJ2ZaIv3Wa89nzt77mk441c+lFI8+uij/Nmf/Rm/+Zu/yfd93/fxS7/0SymV+FOf+hTADD7XWnP33XendfvZZj6u5D1VUufzwkx5+r9Ent4uZKAQqFVVcfToUZ7//Ocn4nNnZyfdO+ZJWlGnLi0tzZCKueVATiYK8ZX7r+ap9qLYzYtUST9ywjUvrpWvk/eXO3KyFUiEZx7i9SvHlyuDhcAVhbAU83LO0TQNbdum5YPBIJG0OVkqY5wrdKVv+Tg1TUNd18nWQlS70ifnXPKcve2222Z8dqEnV/NXOSZpb149mxOziz5fFAWrq5e3/sx+CNr5DP2///f//kJV/vyk0d//+3+f9773vfzCL/zCjIhpXpm7iFS/FHHVE7Q//MM/zC/+4i+mA3/Pe97Dt3/7t/OKV7yCl7zkJezsBLVeXmEN4PDhw2ndfrZZFP/oH/0j/uE//IeX7Fj2G077WNVVo41LBJr8kCsC4HUOxCdURzALJB+vorS017VsPrdEdUOWKs3g9DR8xnvoHKpuQwpPWQalQUwZU4MykoQ9GFRx5hoC8PFtIGZVnO0nEpGqCyBToQJZaCJgjeoA5VysltqFVKLOQtui8Ry+bpWXveGruP25J/nUH31WGg4z73EGPgHfHs0wi4B2l/IUZcGNtx0PxO/qhTMo2U4iOPecuON6Ttxx/czaalDw+OfPcOax7ehhpkMan3MBdHYW4T9V14aCbHVDMJzSoDV6UkNVBoBqFKgITKMnWFITEMAk3gfA2MUxm9ZBSXDkSACanQ2z/PHhoD26xOTmZcYnFJObHGrgUEV/I/NOxtZn1xgZcIQZWwP5qM5IT08/2x/tGba6Zo9xfZoiyHB2X7fP+NEf/VEeeOABXve613Hy5Ene85738BVf8RX84R/+IV/1VV8FhJvxK17xCqqq4sd+7Me4//77+eZv/mZ+7dd+Lanx97PNlYrnP//5PPDAA6lS5cMPP8xXfMVXzNzvdnZ2Ft4vZd1+t5mPK3VP3T08SUm5iMBadCvZz29wTlQtItF2I7CulTYgkLHL18G93wuHboUvfnwfO7xEMTwCh24GXcJgbUHn9ohyGa7bJa1x9UaYnIfT93OBLcLF4qmej8vZxm5k++VoY/T4Lh+4dqMoCj7+8Y8nMrZtW171qlfx1//6X08igEX3y+FwSFVVe95T57eZj6vvngpWe1ThEiGLiirBWLDK+Z60Unh8zAizTgexQVTayuWj46SyVh43tLgTng1TgioYrK4xfGxKMWrxpkDFwk6qczBt8EtDGA5CttjOGNW0UJYBJ1WhkJgvgx2UWHEpIUEjWesLg6q7aG0QiNZE7EUMHEz8CWShELRxv6KeVZ5IwnpouzDp70LWmO86hsOStSNrfO1rXsg9X3UXZ0+d4+ypjHwTFaoW4q/HqX0s+OJd7MHRe6qliutvOUo1KFlaGWDMxYjgeKOIfbjh9uu44fYL1UN3Pu8Wzp46xyc++FmargNt4sNLYFTFok0ws4fgU2s7aNpwvrpu9niLIoxBVQaS3URW1ATLMhVl18mnVuc4mvDMUrd9/QYb7d6qEn94LZC504Bj/aBM/ryu1NTXLVMfqxjfqNi5w+JXHLp0Af/KNeNnXI7JK5UluwLB2JCe3WTzNBAmijMgFhOLeN2pUFguNniumyZS7JkUP//zPz9TZPEf/sN/yFve8hZe/vKXc+ONNz5tz/9X6p6a+5yK7UBuTzBPAMm6nDSVa2AwGHDTTTcxnU7x3vP444+zvb1NXjiraRqWl5dnPF7Fm1UsFeb3K+rSRSrXnHjNVaKiCM6VsjlRu8g/dt6OIG9/kaXBfsixeQXofraf31YI07IsZwpk5XYUOZGdWzLkRGhd14nIzQlZIVlzha6QvHVdpzFqmiYRok3TJNWrnJ8jR45w/fXXc8stt3DDDTcwGAxm7g/zJOM8EbvI1mDR+Mu4S//nfaSf7tiPxcHDDz+cnneBherZ3eKee+6Zmci56aabeOyxx2a2efzxxxkOhxw5cuSJdP2icdUTtM973vNm3r/hDW/ghhtu4Pd+7/d4yUtewsrKCnDhDNfm5mZat59tFsVP/MRPzBTS2dra2tMr91KFXjbh2VB5nAsgplARpHrBWh7QKHwiZGNGFpow8x+8kBramz3niwp33wDdeaqzkwA4oxqApoOywB87hNoew3gCbYuSWW5PTJnPbpgC3ro4Ay1f5KiIlQ6ptg2gUqsemFkbiNlIzvqug67DOsfZh6e85+3/PgBkE0FYWcYiZrEPOXAUwlarSHyqBGLTtLTciJxDaUVZFhijGAzLvt8+ksZOVBMhDcvbDj+NxOrcD0c9bnF1G9K1Sod3JqayRXzlQqoc0wbqJt7UfLBFMAbVgZ82qEEVjyGcz0RGRyUBWoWHDutQTRv8ZtsOVpfwy0uoukkPGX5QgYZutWJ0yxKjmxQ7dzpYsrHgV0/GqihslsJfotZOdga5RCqZrfVDnwPNtI2CzSsAFi9VkbC3ve1tMzfyV73qVXziE5/g537u5/iVX/kVAN71rnfxiU98glOnTnH99dfzbd/2bTzyyCP8+I//eCJf97PNlYrbb7995v0tt9zCa1/7Wt7//vcnULqysrLwfinr9rvNfFype+quoXRIuYeZyx2Yfc6dJ6d2I7DyZbuRu0+lDea2uVRtLNrXbsvlM5Nz4e99P7agE09zKA3FAJQJhOulDNvS3/fY31iRLV/0mfl70KLr5qm2sWi7K9HG/GfnPzc6zWw+77UfRVEkchbCw9sP/MAP8J3f+Z1sb2+ztra28H5Z1zVN0+x5T53fZj6uunsqUKyVM9e9sz0WMCmDJ/tSKJeyxPJCYfnXRsW89Krs8IWiPeE4v1yy9GcFrlxm+ZEJxVaNLw2q8VGFGTONCoM/tBrw6vYoYFxj0E2B1xpVtwH3RGVQyvryBFsErZP6VQm+tWEiXbVdJhYg4TS0glonbCfqWKyL+DeQs76zCRNP25bp1ojf+NnfCf0wJmBBrcO/xcJAGxnMOFABV8aBSoQkUlxIR8srFV8Fs0fbLY9HGU1ZGjSeanmAzo8pKn0TlkYFYjn20TdNwKXeh+VZmjOA6xx2UuOtC+SqM+FzYhEW1cjeRZ9g74N4pK6TrdoMdnZtILcndcDPYmNgdMjmi4WATVS9+miBodp4DkTQ0EUsrTX+6KEwxtMWZW1YNigDeQ+4gWF6wxLT4wXjEzC+OViGqSKSzLHgXV4XRHxovSf6z/anKGwdSdr8uyCTGtr3P0NeBasuBamQcLRIANjoplj7zCNoc3IW4G/8jb/BP/gH/4APfehDvO51r5t5ts+Ve5ubm9x2220A+9pmPq7kPVWKZuVFunKCUmLeN1ZC3gv5d/fdd1OWJffddx8PP/wwOzs7M4Rp27apgNdoNKKu67RvScmfbycvYJWn98t74AJ1r6TWzxO5+bK8MJUQjTmBKW3nx5mPz3x6vxB0ue1C3pbE/DKxihByNVfVSruiLBarh0XnB0gFzOYJTiFZxXZTlguxnR9L7mUrStmVlRXKskykrRRf01qzvr7OiRMnuPXWW7n11lsTOTvvxTtvzZAf3/x2+br8+CRke/FQvlyxHwXt+vr6zHP9E9n3f/2v/3VGff/Sl76U97///TPbve997+NrvuZrFhbzeypx1RO0i8IYk2a+JB3swQcf5C//5b+ctnnwwQeTV+1+tlkUu/lUPJ2hlEKrqByIs6V9+ktQEARgG/4NJPWsUj6mlIH8sisN5bDF3uTY8gPwA1YKxeDMFHxUteJTShjLQW3AZIofTQCPNwZlTE+OWkdiijubiFAflytt8N71INBHEzEhToU0jaoB37Z4a1FEQDqsUGURQWhANqmgQ1QipP06H9OeTE8EE9sIUo0+lYxQ3KuO4HssN1Tn+j4p1YNYIXmVAuuhsQGIdl3Yr/cBZGkdgHtZxOfSOPbe4OsGptOgDpB9FSZsEdUXtG0kHML5UOl4otI5AlfaNlhBGAOHVsFEFa5S+LIMnsDe0x4aMLplmdFNMLrNwVqHNhFExmuqv3YCzgOfzeYLaUs/ay9P3CqCRhU942SZA3kS36zryw4WlZXvxeJ1+41FN/FDhw4xnU7T+/e97328+MUv5vrre1X1a1/7Wn7hF36Bhx56iNtuu21f21xNkd9TAZ71rGfx4IMPzmzz4IMPsr6+nqwL9rPNfFyJe+pFQ6m9yVDmlj9Rsmv+c7sRnvtpYzeibNG+Fn1utzYW7WO3WLSPeeL3YrGojYv1J2/Du2BPAaEQ2KVqY/7f+bZ7fe5i181ehOelamN+v1drG9undmnkmRXy4DYajVhbW+NZz3oW73jHO2Yeyh544AGAhEP3s818XI33VKXCZHMirCK56n1QOJL4xIAvjHZYryPEdDinI66FgHUhZfqoIFYoK/DHLZNBha9K7GCJpccKqrNTtDc91oQ+c0srWFsJy+smTL5HDOtj+nzAoVGR6XoiEx/2IxMLPuJKDwEfex+X0ePTXDSALI8Y1gZxgu8s3nYycAEDVyWqKOfECDrMhfcPBL0aF58UvFIDAWNCOzoygxG3IQ/WWf9RCq81dUzNm2xlRadkDORPi3VNXC/HJiR25/BtF/Bq6h94HwUL1kJnoCyCJRgknKtceK7w0ym+aQPWhl7RnIrbyLkJzxGosE7GRgQO0jeV9d/b/tkDo2F1BQZlsmdDqeCdW8Tj9J5uvWJ08zLNumLnNmiOO9Ryhy5ChmM4wHCTV6rHolp5nGBkUdIijyfRd1ZwuSzX/oJ7qiIou2eJ27SSjaamrjvK8pp8pN93yDOFYFW5Jz744IOcPHkSCKTK5z73OV75ylfue5v5uJL31Nw+ICfV5knAvMhVHvNq2pWVFe68885ExJ06dYrt7e0ZYqtt22Dzt7SUlJryzCNE6byNgvRR+nwxr1Lpu6ybV9/KNrmqND/O/LO5wnORl2veJ9l+frwWFeSaL5Q2GAwYDocznq/5ceXkstgH5CSvFDnLSdC872LnIOMr53j+vOf2BrmNQF2H4oVCzEJQht94443cdttt3HLLLayurs7sT/69yKYg71e+frdra54YvRIE7aUsEvamN72Jb/mWb+FrvuZrmE6n/MzP/Ayf+tSn+Jf/8l+mbf7m3/yb/Mqv/Ap/5+/8Hd7ylrfwH/7Df+C3fuu3+J3f+Z2ndByL4qqebrPWct99980se+9738upU6d42cteBgTlwrd8y7fwr//1v06M/uc+9zl+//d/PynV9rPN1RQy6yreXVoHly7x43Ku/0N5bO7zpUjEWZhI95SFZTBs0bdO2XiBZfOeAdMbl4P/6bAIflBxZl6UmiwP4fAaLA0DkByNw994EkjKtsPXgaz0dYOva7DBU9Y3DdQ1tA10bVDJ1g1+WuPHk7iuC/upm0BuFgVqeQm9toJaXgp9irP2vq7xkwl+PI7Areln78siVPEdDvCrS/jVJdzaEL8yxK8uh2VH1vBH1/GHVvCHVvHry2H98iCAMElHi+DV11P8ZArTabARaNqwbjBAra6gV1fRK0sBRBMqvrq6DgoCAd11jd8ZhTGb1v3yzGs3APUuvE/Lg+2Dt10AqHHM/PZOAJTrq3BIUrDaUEdAKssqRXN8yOjmJbZvhdGdFlaD7yzKo3QoNqdNf10JxkvP5yoAxqC2BWKaoSgEZh7i47WW3uBBezamE9r2MvsH5Q8Qi/4Is+D5X+4xtVt85CMf4f3vfz+vfe1r07KHHnqIm266aWY7ef/5z39+39tcqfj//r//b+b96dOn+a3f+q10T4VQROE//af/xKlTgUxp25Zf/dVf5XWve136MdzPNld/yE2TngDMV0n4bP0iQjJfv1dTi9pYtI/d2rjYsC763H7aIFt/sTbm97FXG7D/NvYa78vVRv7vq6GN+c89E9rYOgWuW7DBtRuf+cxnZn5PnHP8X//X/8WznvWsNFn1rd/6rUynU97znvek7d7xjndw8uTJ5C27n22ujfA4URIqgVc+I13B2oBhw9y4ToXCOhfSwXUUIgRcEjCwi2SuUp6y7BhUHcPDU5ovnXLuhZ6NeyrGt6xgV6qQgTQoe3yro4ds0wXisqoCxj20CoMyEH7jacBsOz3W9G3IWkp4twlYlrZNqlLBtzRNxHIRC8q2k2nAvtOIfds2YsaAZZUx6MEAvRLwpVpehqpECMIeB4f9+PEkYMNp3RcXMyZ8ZljBsIoYeAm/OsStLeFXBmHZeoaLj63jj6zD6nLAx+srYd3yAD+senuyRBSr0P+Ikf00FtSa1gHXe4JCdnmpx8qry6jhIJGx3lpcE8hxH7Fweo6YTPA7O+n4iHUqvIgTxI7Ax3FP2Dn7i9ZpvrP9c8qkxo+nuO0d/Ggc8PLh9fCnFGrSoLou2FlURSqS7EvN9MYVRrcsM75Rs/kcT3OiQy13AVdDxNThmpSCzmLT4cNXIX4lVMThAYOL+Ca3EVNz5KyChLtz4ncmFGy1U3bG0wvXXcNx+vRpHnlktj7A//l//p8YY/jar/1aIKQfP+c5z0nZbQC/+7u/y6OPPsrrXve6fW9zNUVOgM0Tm7lidVGa+bzKVTxFV1ZWeNaznsULX/hC7rrrLo4cOYIxhqqqZgp+iVp0aWmJ1dVVyrLEWst0OmUymSTCUZScosCVfzvn0vvcAqFt2+SZmqtBRVlaFEUiQ6uqmrELaNs2eQJLgSwhGkU1OhgMWF5eTn/D4TD9W9STy8vLrK6upvXiASuqRyGfm6ZJfrFyHFprBoMBS0tLM5/NSdZ5f9h8vOatHIQIle0XFUbrui6N2WQywXvPysoKS0tLafxzSwxjDMePH+fEiRPcdddd3H777aysrMz44+bkb640zq85+cuvxZzQXfQnoZTaMyv96YicWF7090Tip37qp3j/+9/PK1/5Sl7zmtewubnJRz7ykRns9exnP5v/+B//I//lv/wXvvqrv5p/9a/+Fe985ztnxJ+XKq7odNuf/umf8u///b9PKV3/7//7//KhD32Il770pbz0pS/Fe8/3fM/3cOutt/KlX/qlfP7zn+dd73oXP/zDPzxj5vtP/sk/4SUveQnf+I3fyIte9CJ+7dd+jVe+8pX81b/6V5/QNldLVKWBjqQ0cCJAjbOzRnlaG8zv55+rvFM4pWZUtVp5isJSGEd9wrFTDXFlwdpwleHpmmJzirJE/yaC2qAO6Ure6EAKOh+ISiEUXVAKpLR9T1KISjEtJf+O6lTvY0pPTGHy3oeUraIICgQIJGcdPUy1RhUm+OMaHWwYBiV+UOIGBb402IHGLhfURwq6VYMriT5nAdyb2mMrhalBtx5XgCggUFBuWXTjKXc6zMRiRk3wGqsjiJfjjURyekZVKoDOquqBu3jMlGVPwPosbSvO8HvnQlqciuMX06nSZ6R/8fgZVIG0VsFugroJSoJBLFDmHXaporlhmfGNJVt3KeobLGrJogsXCwyIuNgFYtb31xdReR0upjibn0rg0vNX0jUFYoGQbA7idnjF2LY0bccyl28GOlVT3mUd7N8oXOLzn/88b3jDG3jjG9/Im970prS8bduZIi5A8t2RaqD72ebpiNFoxD//5/8cgDNnzvChD32In/7pn+amm27izW9+MwD/9//9f/OhD32Ir/3ar6VtW/7Nv/k33HnnnbztbW9L+/me7/ke3vnOd/L1X//1vPGNb+SDH/wgZ86c4X/9X//XJ7TNVR/aBB/TixGT8+v2er9oX4vIrSfThp97vRJt7Ick3mv7y93GorhW2rjYOb0cbVxs3RNtY3IOXNtbi1wD8Y53vIPHHnuMj3zkIzz++OP89E//NAD/8//8PzMYDPj0pz/NG97wBr7u676Oo0ePJiHBr//6r6d93Hbbbfwv/8v/wlve8hY++MEPsrm5ya/92q/x7ne/OxXm2M8210IMqgo1JZFPgawNr6YI+ENIrLYzKDwmpmvLPIxcMs4rlOsL4UKcjwbKwlKYgG2byrKzOqA5UrD+4BKD8wOqczVmVAd8Gz/kw06DDQFEIi5O9Iu6VSbROxuwbvwM0i95cJWaDII95LrPVacJN6pUlCxYBaigki16GwPvXSB5p1H5o3VUg5qQVRYzqyjLUCirKnClicVmFW5gsENDu25oVw2uUviCVEALQDnQjccOFLoDU4NyDjvUAcdbcEXAy+V2qDNhppZip0O3DjNuoY02DtEuIChnI1masD5JtKuKIuBiZ3tlrHNJvEBR9PZoEWz6qKZVyifLiZBpl40zPuxLqZjV5rL7TzjfSscCX4MStTxM+1LSZxXrPYgC13l8ZWiPDWiODplcZxjdAtPrLQwdqrKRiCXZGQRyVvx0+3og4RrxvYp8ptZDhrGlu1JLxNOTsWk7daGtWLwgpzhG44sLDq6m+MAHPsCHP/xhPvvZUGvkZ3/2Z1leXubbvu3bePazn81kMuGbvumbuPfee7njjjv40z/9U373d3+X//1//9+544470n7+xb/4F/yVv/JX2Nra4qabbuJXfuVX+JEf+RG+4iu+4gltc7XEvA8ozPq/CpE4n+oPvZowV0uKTYDWmltvvTXZGTz88MOcO3eO0WiUlKiyj6ZpEnEqXqs5sTrvV5r3I38vCsZ51a1sIwRpnsqf2ypI0S0hmquqoixLqqpKpO7S0hJHjhxheXk5ebdKe3VdU1UV0+mUruuSt66Mz9bWFl3Xsb29nYhQIYHnbQXmlaTSByFgpVCUqHnnxycv0JYXe7M2ZNfOe+/K8QthLeNprcUYk6wwvPcsLy9z/PhxbrzxRu6++26OHz/O0tJSIm9z79vdlK/59TdP+gsRnSu4c9uHfLv5596nOy6lgvb222/nX/2rf3XR7V760pfyB3/wB09o308mrijia5qGjY0NAP723/7bAGxsbCRpfVEUfOQjH+F3f/d3+fjHP86LX/xi3vrWt17gS3PHHXfwyU9+kne961089thj/MzP/Ayvf/3rZy6m/WxztUTbdQHUpC92nzYjlUFDYYVAshnjiIljGOMwuicSgwIhKheUZzhoUcc943sr6hsqVh9cYvmLFcNHx5iNcfjx17EyqhRC6GxK6Q/AsExgSsnyaDfguy4jJvviO97HL1FMvVI5IQmBtCxMTOsK6U9+WOEGJXZtgBsYutWSbkXTLWmaNYUbQLek6NY8dtnhSwelSypQb6N/rlUhj99GVB+9fCk8jA26UZhJRTGBasNTjj3F2KFrj6kdurHonRo9adHjGsZ1nM2P/TcapcowBkr1XlzeJ6DoIRUuCKclkNkYwvHKDTHInsOyCBhVAvU+EtVlsnzwpaY9usz4xJDJDYqdWz32cIeqXFTOhvEPBdXlB6NXaKNU9jAUCXSYBY4+rlfZ8gxEegHH8XNTb2m6K6Sg3W0dT8wo/Atf+AKveMUruPfee/l//p//Z2bd0aNHOXv27MwyeX/06NF9b/N0hPc+3VP/u//uvwPCPTU/7n/6T/8pH//4x/nABz6Ac453vOMdvOpVr5r5kSuKgve+97285z3v4b777uO7v/u7+at/9a/OmKDvZ5urPlwHrrk42Xax2ItwJFv2F62NRdtcijbydc/kNi62j8vRxqL97LZuP/1sdsA2l947+GmM7e1tNjY2eMlLXsJLXvKSdI+VB53Xvva1vOhFL+K3f/u3eeyxx/iRH/kRXvOa11xQ0fgnfuIneNnLXsb73/9+br31Vv7e3/t7M/5m+93mao+6aaKnvTzkBTI2FbQlWiS5Hn04r9B4ChOwrnVBaGCMo9DxQT/u3wvBq8JUsdGOpWGDNo52peDMyYrhQ4blR5cZnB0yODOlPDcO9RZitpE3JmAyH2sxkNkFKBX8/AfEAqSuLwImeNcTCMdk5ZX9ST+FiBWbA8G+MjGf4d+A9UzI6hLlalngq0DG2pXw6gZCvmq6oaJdU7gSXKnolsCueOzQ4ysHxoVCU9FOQqmAh5VToTamj7gYFTC78SinoHLQKdTUoFqFbivMBMwEqi2PaTzlyKEs6MZhaofqXMDIkzYIEMax9kLbxSJfcSy1jmStmKoSMDMyfrI4w724nqT1HmWK+MxQRLIzXmmmIDKdfWZcYSIG1vGcxXNnDGgTbSPCvt2goDs8pL5uSH1YM7keJic8biU8W+jCJX9Zwb9CpAbiXrC1EKxy/dNf83G73GNWdiDk7Mz9OiNkk+WY9f1MhvZ02rEzvQLFeZ9CTCYTNjY2uP766/nbf/tvzygXIVgTfuxjH+M3f/M3+exnP8s3f/M38/a3v/2CGgpf//Vfz/3338973vMednZ2eM973sMrXvGKJ7zN1RLzNga5onE+hX4+ZT9Xw+b7kHVLS0ucOHGC1dVVbrzxRv7sz/6Mxx9/nNOnTzMajdK2QjLmak8IvrZSOGzeamDexzX3KJ0nCIVszD8vilghYweDAVVVsby8TFVVST0qKlhRzYo6Vvq2l99tPr5aa8bjMU3TMB6PGY1GbGxsMB6Pk2JXFLCybDqdzqiAgRk7BrEikH/L+OdjkC+bJ0vzMcqtCHI7h3zZYDDg6NGjXHfddclzdn19PZHH+X6lD7sRsPm1NU/Y5sty4l3I8Hyb4XA4s6+nO/ZSyl6uPjxdcUUJ2he84AW84AUv2HMbrTWvfvWrefWrX73ndseOHeOHfuiHnvI2V0NUpogK2gBCnVMYHby3fPwRF/sC5xXWBt9arUMqu4s/5qI2iM5PGO3orMZoz3C1wd3dsnV9xfRzJUf0EsNCByKyzshHAZMCniAY6CeMkoFXa0kV0WHGd0vpMgLQcEPy1gZFwKAKlVMHJTZaDtilAjswTK8vaVcUzeEAQNtDHjfwUDgYOLwGbRx6YCl1sHIQMC8PAYJ2nIfOxhlCSdtXnrY1dK2hrQtaq5iONapT6KlG14pirFAdmGaZcuSpNizFxGLGLWarCQW6xjXsjIPqwvtQVEKUExHwK+INOpK03rlQ7EB8cyMxHpBcBG7O9wUqoC+sZjR+ZUhz4xrN4Yr6mGH7VqhvsLDkUMbNPBDnD0qQzdKj0vUUQKUKy+ce5kPfSbYH6Z4nANFl//bQKU9rs+vgckTE8LuuY/9G4adOneLlL385z3nOc3j3u9+dZiolvvIrv5Jf+qVfmvmR+8hHPsJwOOSee+7Z9zZPR6yuriZ1117xlV/5lXzlV37lntsYY/iO7/iOp7zNVR26AB28Hvck4S4W8w9U+WcuRpDtN67FNhaN36VoY7fPLGpjrz5d7W0s2u5qbmMvklbW2zoQtNdQ/I//4/940W1OnDjBW97ylotuJyTvU93mao5hWeIbwRKBnHVWJYwRkWTCYsY4rNV4VLSEDWSWMQ5vg/2B92BM7pUf9qV1KHJlncYYj15qsZXFHVVs3FlRfqHg0KeGDCtNsdOix00oFiWFurQKhGiOcxVhLjonGZRCUutTir3UY5CQSfbQwb7Qbixw630UMRiDGg6CJUFhghp2WOHKImFggOl1Fe2yoltStIcVXkO34rFLHl8CxuGrkFrvlMIYi6ocpQo+vVUVyIIi2kJAGK/O6vR80FoTPX+jD3B2PG1bYDuNbQytU6hWMZlolA8YWbUK3RQUoVwFuoNi7DG1Z3DeojqHmVrMToNuLEwCZmYyDcXbJNvOCBkbhR7xXARic0F2lA8Ff1E61GyQOhdyDgRDy2cFW2uVFWmLmWvDku7IkObYUsjGO6QZ3wjTGzxuNYxnyBzLiHev0MalWg396fcJTwd8HW6IQtqGrLXw/OZT0a/skondz2uPpDVK9XhbZ+2hcNoz6VqupdjPc/1wONxXluvtt9/OW9/61qe8zZUOSXuXyNWYi7xoZftcGTlf9Cknz0QVe/jwYb7sy76MkydP8ulPf5r777+f8+fPJwWp9CHfp+wrVyXmRO28ajTv4yKyURSx8joYDBIxu7y8zNGjR1lZWeHIkSMURcGhQ4cYDAbJ0kAplbbXWlNVVSKi50lRIWnnx0MIWCFdR6MRXdcxnU6ZTqeMx2Occ0yn00TgitI2J22n0+kFRbPmC5HNn4dFVgP5tvMEvJDMxhhWVlY4fvw4a2trHD9+nNtvv53jx48zHA4vOP68+Nii621eDb3ILiPvb34t5kSzjLMofufH4+mKA4L2IC5r+C6mxEACAB4oJL1LuwhY+0JhociCfLH6VDCxORCAoLVHe4cGTOlYHjZM1ivO3loy+PQSg8eWGZy1DB4fozfHqPE0kLVhx2H2OyKHCy5+FcAHJrJ1iqg2iMDD6JCuXxT4lSF2ZYhdrXClplsxNGsaN4TJDdCtebpVjxpazLDDFI7lsqMsLUa7QMZqR2EchQrEdKkdpbZo5bFeh/HwYLSnsYbWmTA2EfiVuqN1hmlbMu1KrFPUTYl1mrbTtE1B3eqgJHAKPdYUO4Zip6DcHDDYdJjGYyaWcqvFbNeo0QQmNYynwVs3nIQA1kUxEMGhKADwsSiZj0UJIJK2s4pktMIdWqY7tkJzbMjkuGF6A4xvsvhlh64cKquQ7FwOtfMLLL7EVynmAYGExcXZ/plzS87R9/tRPSiV10Z1TJ7GNP5FoZxHqcUM7W7WB4vi0UcfTeTsr//6r6dCLXm8+c1v5h/9o3/EL//yL/OWt7yFjY0Nfu7nfo7v/M7vTDYG+9nmIK6CkIfymWUX+0x83Y1gJFs+/363Nuax0zOljfl9XIk2FPtvYy+C8Uq0sdfr5Wpj0ed3a2PROZ1/7SbQjODyWpUdxOWMiGGJfvfBazZiWh8IWbxKxKxcQjmeBbBSrFR5tA5YJSTsRIzjFVo+p1xUQ4bPD5Y62qWG5mjB+TtKzGMFSw9UmNEqgw1Ldb7GbE5hPEVN6+htSk/mxT/BsBd8IeQBVum+mofWPc7zfQEuiuAPq7SBYYVbHeIqQ7cS6gfYoaFd0XTLQYwwvR7s0NOtgy89atBhBhZtPFVhMYWlLGxSGJfG4r1iULahK9Gzd1B0KDyFdgH/4unia6EdjQu4OBUgJpDThXJo5WhsQW0LmrbAekVnDU1rcF5jrabrNG1rmHYKYsaaajR6ojCjAlMrym2otoaYBnTtMK2n2GkxOy160gT/2ml8jeKPGdycq5KdEOO6twBLoFRUtuliAohkLGD6ffhBiV9bwh5aoj1UUR8uqA8r6mOe6QmLH3hU6TCFg6ha1TPkq1wDxEkCv2B5uGYS0Sp4OW2bYe7csiA9u/WXWbJMUD5ZKxCvdTxY7dkYZYXdDuKajTzVXcjW3IIgL241r3gFZoi0RUpaWZ/bA9x999188pOf5OzZs5w9ezZZH9R1nVLw5/1GF5Ff89vl20havih55U+KXq2urrK0tMQNN9zA2tpaUswOh8PkNSufF9GMpPADyQohV+dKn6S4V94/rXWyMmiaJhVH897PqLlFLTsajdje3mZ7e5vNzU22t7dpmobpdMr29jbj8TiRtU3TzIzVvMWD2AXkitj83Mr5yxXMxhhWV1c5fPgwR44c4dixY5w4cYKbbrrpAu/e/RCk84SxXDvS13lF7W5EaE7WynV1OQnaS2lxcLXFAUF7FcbK0gDVCUoJL1pSvnQPEiS9RhGIV++gcwqFwhF+1I12ERSLBxLpMyamiC0vNbiTDd11hu3tiu1TFYOH11h6dIVqs6M4P0VvjVF1i2qC/0xCHS5DEYVBEYsxiLxeEcDQ0gBQqM5h14fUx4dMjxfUR8Ee8nRHHBxqqFYaloYtRWkxyrM6qDE62DZImlvgKgMJa5SLk8oKo1wiX7X3qLgeQCuHkVlAQipdZSxF3O/6cIoCOq/xHqzXTNqSuitwTtE5TdMWtG0gbacTw2jToCeKYqtkcK5kcH5AOV4NIHSnRjUdqrPorUn0781T2jIP364LaoD8ZqJ18EUbVtjDK3RHl4KyeNkwOaaZ3AjN9Ra/5FCVC+rpeBrCbvoHm/lwcQZfxrJ/3g4PPELWegGU8zsQBUDaR7aR8nTOMZ5cZoVUDuIXrdtn/OiP/igPPPAAhw8fnkmBuueee/jlX/5lAO6++27e8Y538IM/+IP8zM/8DI8++igvfOELefvb35623882B3EVhC5gsH4hKbUbUaUWLJPYjdhSu6yfJ9oudRv5sivVxm7xVNvYi4B8Km0s+uyVbGMvwnS+jXzZpWwjv17308aiaypf39Uw3dilMwfxTIj1lSXYFOI0ELQ6FilVCrrOUBR2ZhJZssIgYFPnQXmFjSQshIlkwbVhSU9eSQq5YBspkGu0xw9a3DFFfVeB3S7ZfqykfGyZ4ReXKLc95XaL2W7QW6Ngd1C3qChMEDsp5rOCtEZVuidzo30X1vU1E4ZVIBG7YINg1wZ06wOmx0raVUVzGNyyxx5yuLUOvWypllqWqo4iptMX2rJSNWipJ6FtOkYifhMRQmVEJRayxgamw/mgltW6CwpZYxMuHkRhQ+t0ysgLbTiMchjtKY1FVXV6bmhdOBvWB2XzqKmwTofCxV7R2JCV1nUGZxX11KBGBj3W6FpjRopyq2CwMYhqWxe8bUdtLFJsA27enkZf25iZF+8fuaWEdx588KBVToEK67wievdqfBFrV6wv0R1Zwg4MblBgh5r6iGJ6FJrjDrtuofKoImTgCZEqkwrh2ou3v8yeQK5g71WC8L0VnZwnFazV5HpN4FntjrPJnttUaAlIop2E7RV47Tm7NVqwh4O41qLruhm1qZCOopSVmCcbF9kO5CrWXO0or1prVldXWVlZ4cSJE2xsbPDQQw/x8MMPc/r0aba2ttjc3JzxZpW250nQnGwUmwVRtg4Gg7T92toaR48eTSTjoUOHOHr0KIcOHWJ1dZXhcJi8ZIXsy20e8vbnVbqybv6YpdhZToDmRdRENJN75go5LcpVIWybpmE0GrG5ucl4PGZzc5OzZ8+ytbWVxmk8HifyV1S5+Xjl52le8SznRtTBhw4dYm1tLSmLr7vuOm688Uauv/76RHALeS/HPW/nkK+T45/3yJ0/p7sRn/PK3nnVrRDFlzOudaXsbnFA0F6FUWgdSa9IxpKBTyJOUf0PdGls+JEmKDGFlLXM/ogH8BrAgSeACCN2AB5KExS17VFD+6yCzc0K/XBJdWqN4Zk1dOPRU4sXED3uMNMOrxS6i+DDxFSuUuNKgxsYlKTyuI5uTTG6o6S5xaGOjRkcalgdtJRlR6kdlQn+uxpP4wzLRTQMF6IVj0s3jQikIIGlzsdCB8SKv3FTURyLglaAfeuMDA+l7jBReTtUHZW2uEFc66Fxhq16SOfC+WmvNzinsI1ha7tEbRrKcwXlhqLarDANKOcpNzt0a9G1RdkALPWoJqFrBa4w+FLjdShYYJeC11hzqMCXinYV6iPQHHHY9S4AySo8fCDFBwTszc3yCwCUggbeKZSJV1UEft4p/EyBglleMz13y2DnRRCil5wQtVZ7ant5q3Qr61ELmYGwbr/xkz/5k/zgD/7gBcvX1tZm3n/Xd30Xr3vd6/jUpz7FkSNHuOuuuy74zH62OYgrHEoFknYR+bQbIbXbur2W7Wf9M7GNJ7uP/bTxVPex2/m9lP28nG3Mx6VqYz/XzxNpwztox3vs9CCu9SiM7gk1L38acNGGdHayHYAMzyrtcbZ/6DQZudX7foaJdu9DCn8oH9UTuFoH9WVROKwLqftlYdErU7rrDe09htG4wG8U6EcqyjMDhmdW0W1QeqrOJayrO48Zt6jW4Y1CdX3qvBT+8qXGG4MvFa4yoTCZApzDGYdd1UxuLWhOePzhBnOopVpqqaqOqugwOuDxSgc8r5Wji/h0ybRIhQCjw/GYPJOOQN4aXCASlcejI6Fq0CpgZYfCOoU8zwdLg4iVtcPQW6K5iI+DqtaH7DQ8Wmmc1wyUhajELZRLqubOaRpbsF0P8ATS1jpF1wUvWNdpRuOS0Y5Bb2vMZkm5A+VWhWlBdRE3b4WiZMo5dN3bqqlxHWpjKFK6v9cq2ESIv3B89nCVwQ007ZrB6+DR264Fu7R2NVgYUAa1rNLRUkNuVD4j/6Ni1XtAh6K64TksF8zIREScShCv2rkbo+wrYGyf1lwwv6W4ENOKd61TvYo2Lh5fYxYHB7E4FlkIzHuP5q/iCQs98Sj7mSc1ZZ85uSvLjTEsLy9z/fXX82Vf9mWcO3eOhx56iFOnTqXU/rZtU9tCRmqtadt2xjdViovlxKjWmkOHDnHHHXdw0003cfz4cdbX12cI2Tw93zlHWZaJfF3kkzpPIOakYv65i411riyGWTWufF6sD5xzHDt2LBUHq+uara0tzp07x7lz59jY2GB7ezupb7e3t7HWJpWuWCbkfZTjFx9eUcSura1RliXr6+scPXqUw4cPc+jQoTS2+bnPbSjmLTHyscmvp9xCY54s3k0tK23ky/I2ZewuV+ylkj1Q0B7EJQ8Vs9qVEIraJ0BrtMPRe4fq6C+qItknKlObz97Gn31FT9gmY/uUOhPIT6MdpXH4qoXVCe2Nhvp5JTsjA9sGdd5gbQGtpjpbodrwed2AM+BKQrpX4aH0uMqjli3uiEMdspjVjmow4lDVMDCWQltKbeMsv8NEEKkiiWqUnVnmvM76HUFSBKWdM5GUdZLdlEhDh4pjEvsb1aLiuaUIYNUTU72iWkHF/RfGUbiQUjZuK6xXFCYAVr+k6NY07oaY7jUpGW0XqG2DmSiKrVhgoQ7+XHagMNNQaMEXwVvYFeALhTNh/NqVYPPQHPb4ZYsfxgIO2oe0KzmHKgBeqSQrxH4iWNPp9anAQCCn5QcOiAAcepuC/NacgGMsTtejyUjUqghUBYAqz/hyFyy4RAraJ+IPu7Kywgtf+MKnvM1BXIWxmwowX7cXcTW/r0Xb5vuZ3+elaCM/hkvZRt7WxdrYrW+77T/fz15tLDrWS9FG/v6gjdm4VG04C/XmPjpwENdq6DaSSBGnmjghHBS1fQaX4BQPkPxkg62AZIkVufIQInEV69YqEj402uNs76Eqqkf5/Q+ELQFzGsegaNHLnu6owd2uqOuS0UTjJwa9pWHHYL3BdxozhnIzEI4oMFPwBryOmBfwZcBZfujxhUcPLXbdw5qFFUs57ChKx2rV9tlbKiuAlrCrT2RnqF2lYl2FnmgWclY4Sgl5FnBR3Tq1Ja3TlDMF2zKiGx9FCgrrdI/h4lh3LmShmfRvUdm69DxRKJdejfZU2lKZgJUba2JWmqKLtmR4sKsae12wSbCtZloXjMYFjAx6rNCNotgJuFlZKEYebcFWCuXWqDYtbhCLhmmFK8KBuZJkc2GXoFsOnr3duscPLK70qNLjdRjbQMjmkwTgun7sexeLKGbw/Uj312K4tuWZJHiE5RsLNicJa9K1nO8tkr84ncjfsDvpRLjglYr/VnKewkTB5oHFwTMiuq5LBNi8elQIx0VKSFkPFxKV+frd1onyVZSrhw4d4pZbbkkFtDY3N9nY2MBaS13XnDlzZqYIl5CL+T6EZDxy5EhSyMpyIfKk0NQ8IZofj/RvN8JNyEUhH/PlMh7z/rjymUVjmhPd80W72rZFLAe01qysrHDo0CFOnjyZ1LVbW1tJUbu1tcV0Ok2EdlVVyds2H/OcpF5dXWV9fZ0jR44wHA5ZWlpKYyXFv3IiOx+7XFWcj11uX7Cb12y+zaIxzred96GVmFf0Pt1x4EF7EJc1htqgCUSXgClnNUVhI2kZzPxFcZCn0iRbg4ygLGLhLBV/4LXq1+s44x08rEipT0oF/6+q6Bisdag10CccrRTacoq2MygbgJ11is7rAIJ18G4yprcmMDqQr4W2OBRlBKJGR1sCUcMqH/xxCUUPlCKpXWdIZZX7mimc1zNgvnUBoHYEgFnbgsYWyQqh0GEG3iiXZvy1MgnYShqZUY4ypnspHcBsZTq8V0wp4piF4/JGsTyAbrnGHtHUbbRHaA11o6HV+KkOXl1yD4zKVUoPBnzhoQgz+l6BLoISBB/Os7MabfqHF++DGtbHh6FgdRE0wgoSkBMwJxYZJIU2AfRBHGi5cMKLwMwZwCj7JZwc7/otlQKHZ3S5CVrn6Ad1wbqDOIhFofRsNXkhlvYin2a+FAu22W35bm2wYLtL1cb8Pi9FGxcbm/l+7LWv+eX7If+ezjYWnZtrpY1F7V2KNnYb/yfbBh4m5zmIZ24sF2UPPbKq99YFIlU8OwXLhsSuMCkfbJZ0wqAQyFyf3atcxLWCK12WFSZWXqH2qk9qU6OCuEHIuCLaKARRgmdQdvgVRWksXcS0ioCbxG/V+CB+sJ3GEqb2xbqhMP2riXhbq2ClZb1maFo6ZyhinQRFLN6Fj/hKRYuuiIEjTg9jEHCbI9g9yNdJ7KqcV0nxCj6KOAKxK3UZJFvMek2LodSWxhoaW9C5MN6itFX4iGsdzikmtkjH00VsLTjao3pLBGJWlwtEOAqME6VvEY5PQ6G70MdCoYeObsXgjoRnCmt1Utw2VuFqA1ZBrcAJdo6KLa9AuUCOq0CM+ygQUYUP/rEqELFaSwFlj3Ma72Khr7lnC8HXzqp0/Tqnw8Xn42dg7t7W+9AKaRoIjCh6QIhx0tlL3IGKu5L/SVagNKEi7S5fI8Hb8RlAYnMyfTJf1YO4yqKua6AnCnMVLcwWDoMLU9FzcjEnEucJPNnWOZeUmLmqVgo+VVXFkSNHuPnmm2cKgomCVAhl2fc82ZiTm2J9kB/LvHp1kTJ2EREoHq35etlv3k/xoM2tI3I/35xgls/J+ly5nFsizBfxkuMaDoesrq5y/PjxpJiVImRN06RiZNJnIVdzb11RH+dq1JyAzq0c5H2uBN7LMzgno+eVr7JNPp7ziuX8upm3SJCQ83654kBBexCXNQa6CFggS+cSYi0ATJsUBz6COx23sU6AqkveU/LA5CKJ56Jq1EV/r96ntQcRmpDuI55U8qcUKMK/baXpoh9V50KqlFbBs8qozMNKBVK2n/FX/foEruOxiDI23gxs9IQFcD4U+epigQIbFbA2zjhXxgaLBKC2BaOmQkWA3FoTwRm0hJuH2Cm0VlNoj1bBa7aIBHdjDc4XGOUZqVAsqtBBBeC9ooi+WOn2FFWkAs5LYyN+80zbktaaWKk4bq56kJb/9sz7BQsZje2BndgKyMPPvK9sen4XW4MILPvPh1fndA/yFAgIzUNlx4Z8lgyfxn0p+d03nlF9uQla6egu6w7iIBaGmiVoL0YGLlq+22fmXy+2z2diGxf7zNXWxn7O99Xaxl6fvZragAOC9hkeS0WRUvwTTlGBaIVeVCBkqXV99g6RHLSRTHViu4RHG09ndSrYpOjJSR8JYMGxXcQ2Qe3pI2EbJtStDwrc0liMd1HYEDCXkI2d0gn3CkZtY9u5NZZWIetMVKVCiBaREIaAY0UYkW8nalfxNxWSLmSMSSaZTn6vIARgwIDWK1prEl5VhOMWfLZcNrEHwS5h0hVM25Kq6KL3rEljF3XNeA9TXTCIHsGNNRSmJ27b+N7oUHDMesWkKym0ZccPenysbSzgG8hf2YeQlIVy6XwZ7VBeYSqXcKVWnmlb0FmTPG7luUfFc5XP/QiOdVGAkHvICo5W0SdXQLhcQ9BfpwqwLlqlpcJiKhUZc+IBa0IhXm1Cgdr5AmLeh31G57kMO8cTHQ905lYrZGzcvl8pn4nEiiN+p+JGxrNRTxcSWQdxbYUQtLmKdp6onbc5yElV+cw8cTtPWgq5N0/Y5mSn/HuRMncwGCSCNG83T5+Xv0UFy+aLmc1bMOSeujkhKMukgJa0XZZl6qeQokIWio+sRNu2yT4hV9FaaxO5aK1NpK6sF8I5J3HnQ4hVUboCNE2T/GwXfUfnCdKcTJfxmS+6lZOzi/yG54nTeb/e/FqYP/8SFyNnF+1fSObLFQcK2oO4rLFSVfhOg3E4q9AmgElNAD1Cmkp2S/juRAVlJFFdJDZVtAJzM6Rbn2ITCFIhBV22D/G7TQljEVAGBUEAWhl4FWBtHIWyDIzt07BUSC0zEewGT6yM9I0z/mI3IPucdCVKQRVJUYVn1FZMuzIB7aSaAOquiAR1AGGhgi1JZdHEarUuoZ8AxHQ2NJKaVSgX0tdQwRMsjuG0K4NHbdGlcQrWCoHglmJuskshv4sslSr0T7aNaRRxX9ZqOUV44ox+7GsiSmUWPoJ5RVDOBuAYQGZSyso+9CxLuSjdKjwMqFnEKMBQ/shu3vMXroBeFFN3mT1offCb223dQRzErjE83P87fyh6uuKgjcvbxsX28Uxp41LE5Wqj2XmaGzmIKxnrS0v4VuNdrIdgdbQvAB+LtxYRH6ICTuqJx1kRdo9pFV2cpBbGy/lEZ81+1s+qaQMeDvg1CAR8dqkLZgz7KbRF+54c1nFb2ScETCUYtDSB0B2YbobQlYy1hAGVo/aaQvV4LmDXYKQq6leFeOwGocHUlhRKlLBh3DqnmbRVygqTsRQvWvX/b+++46Oo8/+Bv2ZmWza9EUroHUFQUfGEE4UonIpY+Fqxgb/TOxWVE0/PEyuI7dTDbg7EhmKhKEURla6U0ItBQ0lCSe/ZMvP+/TFlZzYb6iabhPfz8YiyM5/ZmZ3dTD77nvfn/REIHtmm9qG1fp2efOCy+yCJekkC9bn0WrNq3x5a8FWEPupKL6EmigSHTS3tJQkESfLDq9hgg18tw6D15RVFQLXPYSROqBP4qvtXkyUAAXowXUs2MN5Fgk0L5Nu1JBH9OAE1qUD/bmEE70Uykj0U2RqcNYK6+vti+pwQ6Z+xQF9bASCICojUoLAgqM+vB4WNo1QCmbeAYEm4CHwgydiHPoGdMakuWdvpfexAlq15Z0Lg/+btTN/rqsnPAdoWQJ+cyjz03xw0NS/TmTNYzZM9BdchNbc3Z0iGCvgGB1SDA6j6cvP2eoDWHJjV2+n/N9c5DQ4gmwPNel1bcyBUD3San1MPUurtgwO25knWgs+ZOUCpB1bNAVkAlqxcr9drPLd+rMHHYxYczA3OSDXX5wVgHGOo7FRz0Dq4xqs5IG8+96HKGNT3PocqWWB+f+srqxH8/ukZwY2FA7SsUTmkQGF+vSOqBuECAU9AvZOr38EH1M6TLIuQZa1Tpf+NF2B0YgURsEGbIVfreKpDlPwgrZOhBxFFQQ22ktZJlQQCRFktNguy9BNELVtW7XgHai4F1uu/3IBdC7YGQr/a5AeCPjGBevHxyDbYRQWyoMDrt6sZEqSWY9CfU9GGcXllKVC/DIDXb9Nm/yWt3qyottGyDvRj0bMHFK0jqg+lc9l98MkS7JIMu1OtFSYJBLvDg2q/HbV+mzG8S5/MQe/M+xU1C8Em6ZM56LPvErwKjGwO/TUEMoQDZ0UI7sBBz5zQsioo8H5LkgIIQmAbCswmq38uAp3UQHmLUIxVpgCvuoLULAJTJ1SND5PRSdSDvhAJVb5GnrBAVlBvqmzw7MuMmdmiAv8O9bthDlqdbCAu8D3u1PZhfp5I7UM4zvW8j1Pfh+VL/Ek8R1Pdh6fU9AeDtTROmwgRgKLdPNezWvUgpz7RldH/EbQb/wBELfVW1LIDZUUAyWq/VzJuRAN6EEsPjKnZubKp5FdgyLlDkqHXXCUCRImMAJ9dlI2RWoHyBwoEUrNR9X6m/rxqP5lg1+eFEAIlxASgTr9XT2ZQt5GNfq+ozZ6r939FLdtXIdHYr1e2ocZnR4zDA4UEeGS7kWwgQA1+6iW5fIqklhQT1MxYScvUVbTsYL8sqT9aLVlJm9jLr4jwy+q2MunDZ9VjlI2AoAA/CYiy+7VAKcFlU2/C+xQJLpsPMQ6vkXBht6kjyDyyDVU+hzrZr/b+S6ICRZa0kWtqvVa/ljwhigokAfArahBd0ALgeiKDHtTWSaKijgKD3n/WmK/LZKQeqEFaxZQxCP3blfpdS5ZFbaSZOaNbe0pFDaDqpeVELSucCIHvWcb3HNLKrpn6y0F9Z2NUmv78Wp/eqCuLEIEQgYzosh6A1v/eV/q8IDWThzVj+kRc5gBmcA1RIBAQCy59oA/XNwvOyNSX6czD5vU2wZmvwbVNzccSXKe1vgzR4HIGwevNWbN+v9+YZMwcJDRPJGZ+beZj0+vE6uv18xIckNTPoSzLltquNpsNsiwbpQf0ZZIkwev1GmUK9Pb6c5vPS3DQNFQgUc9S1o89OAhaX7at3k4P5Ae3M9ea1T8f5izbYznaTZ5QJRGCX1NjBmi5xAFrVClJcRD3ivAbv7gCFJEgKCJsWnAy0LkVjDvMxqyepHb7ZK2ulE2bIECv96UHeSV9GJYgGBkB+l1mPdtVAOCHYJRDUAU6IYLWu1brzJIR9A10oU0dIxIhQIGfRO0OuQA9qKaQpE3iFei06B35WtmmDqvSOp9enx1+WYJAEpxwwC5FI1aIQbzdCalSgVhJUKoBsRaATwB8CkiUAL/Wq1H8UJwilCgRiBUhuyT4oyWUybUoq6lFpd+LUsUDHxQIooIKpxdupxd2mwy33WdkMOjBXrVemVZJ1zxkyhRMN4baCUFZANpZCpxW7eJHekAWakdOG7IlaJPX6sOpAjVlze8MAsO19KcwHRNM/yZtn/o5J9M6o4OqBX0DG9b9t/rFR+28kgBUe5vnJGHsNJTULfDvYwVgjxUYPZrjDfIeax9H+zg3xj7M7U90HwAgSIDdqQbGoxIAewwQlRTeYJ2nXM3SrC0DfFWAvxaQfQj5wo4WVDxasBsInKtTCdyHax9HCyI31j7qWxe8j9qyo+yENXetWiXApkjwwmf0LYkEyIJoBGf1eQD07FojA5ICwVkg8LHSA1wyCRAV9Qa4Tu+L6XMRCAjMRwAEarcSqQkCipb9GKi3qmiTxFrndDBn54qiAkWRAAqUQTAHC809KH25Pu2W0ds19b0DE3UBstb/9ZNkJEjomZdq2S7SsmnVklt2UQZA8Pjt8Pok2ESA/E64JBGS6IYL0Yh3RMEpA6hSINaofWLBB8ADCIrWL1bvqAMyAaQAih9kE6G4JJALQIwIv00CuSXU2hRU+GpR7vGgWvGhQvHCBxkyqSPnSp1+RDm8sEkKnDa/MRGaXcuc1rOW/bIIn5ad69VKjxmXBhK0mqswzp8MtRSFT1bnuPDJAiTAMkLPYGTIktG/NWekGv1a7auSIBBIDowA1CdlM2e56t1H0m4MWGMcpMdLAaPPDKPfbHQ9tWVGP9l0rECgX26eH0LdSOtT659/vbyC/vqEwGe0WvZBlhVItsar/8jCz+PxWLJJzcE/vf6pHoStL6MSCAyBN2dTmgOAwSUG9OXmSad0oYKL5gzM4FIJwW3MQgUdQwUj9efz+/2WY9IDpLW1tfB4PMbkZdXV1aisrERVVRVqampQU1MDv99vZLia69U6nU5ERUUhNjYWDocDMTExiImJQVRUFKKjo+FyuYxaulFRUXA6ncbQfUmS4Pf769SG1c95fcFnURQtQeLgSbuCA5+hMluDM6fN2dLm7eorwVDfBHFHCwSHCsKGyuw1HyOXOAgPDtA2QZICwC8CCNQc0YctGYFUIBAMFdSsAr2MgWAaOm/MHirqgVd16L4e2PWTaNzNNf96KiRA0DoqijbsybjbrkjGnWMyMh2040RgVle902Vkz5oDgQTI0C/eghboVGvM6sOtAEDWArFRcjTi5SS0d7dG14RW6BCTjPYxiUh2RyPOGQWXzQabKOH4IguhCPArMjx+Pyq9XhRWViK/ohy/lxdjV+lh5FQWo0AuQa29HG53DSAqxt18tYOm3z0TtHpjZJQxECTZFEgPTGihB1rV90n9tyhoc1qZgiR6li+M9oFhcPoQLOO9VqwXWTX4qr4+gcjI/tDbA4Hn1r8A6RkBRidVCDyX5ZkVwBiahcAxEwHe+ibsaiik1D8ZGDXvu2isAQkCIAb9GTxaoDI4GBv8WKinTd1fy6a1DwQ9PtV9CBLgiAbcqUBcOpDcDUjoAiR0UB9HpwHOWMAZB0gO7T0IY4BW8as//ho1WFtdBFQeBMrzgeLfgKJsoOyAusxTrgZwQ72mUI8R9DhUcPN4z1U490FB24VrH6FeQ337MEejjrYPvwes5ZIIEH0izDU+QeoNZVEbvk6AJVCqB8/MiQf6x0XS5lewjjwKTMAEqEFTPxm9I7UPLAQCp6Kozl+g7zvQ9xKMG+wgvdSBmoUauBEvQoSWfSsoxj4AMkpiiQjcENcDkjq9/i2gHo+ftCxWyNBv7Pu1YxBNfWD9PMiKDZAFRClOuCgO8YhDenQq0uMT0dqdiDbuOKS4YxFjdyDG6YLTZoNNFCFYfklPhXpe9D5ytc+HitpaFFRW4khtNfZXlOCP8iLk1ZThSGUFKsUKwFaFaLdHKxcgGBm7ENRz45VF7buKAEVRg6+KKYhqE2UjUK2XcdDPn07/ziNpzyOY+uPmjFXAFHjVzoeR0CIE+sLma5eg/Sfkd3z9e5Wg1oMNlbVqTOILGJ8V88FT8LVUCHpsXq8F6wO1aLWFev+dAK+oGGU6WPOlD+PXg7HmzNTgQF5wmQJ9mXnSKHM2rDmT0xysq69kgrm+qR4YDh6Cbw7Mmo9VV182pjloHDzpmb5elmV4vV4UFxcjLy8P+/fvR25uLg4fPoyioiIjGKsHcU+WObCoT/SVkJCANm3aID09HWlpaWjdujWSkpIQFxdnOe/mwHfw+TKfC/Ny82sMFQgPzgoOPjehyhPobYNfV6hlwetCHUOoMghmwefbfD44gzY8OEDbBEVHOSFqWa2iqGhD1PVJBLQJn7ShOnowVu/86B2CwDZCIH4mqCUCFGMWVjJlC4hG50nU7t7qQ+4Vbd8+RTI6jgICQ6f0mWcFwOhEiVpgUB2ypnZmZJIgQTG2hwDjmAFopQJsKKuMQbwYhc6Otuif0A4DUjqiS0IqkqOi4XLYj5p+fypf8h2iDQ6bDbEuF9rExaEf2gJQL1gevx/F1dX4vaQIWUf2Y2v5PuyryoPfXg675IdPy3AwgqlawFWBAJ9snW0XUDMo/Io62Zk+CRygT5ahdt70cyRoP4qCQAeUAssF9XuFmjUrEUgBJEnPINA7iOoGdeq1ac9jOYOCHpwNDNkzsgQAU1BWsHyhVwPE6kGXVVSHvCvXYBT9QOpbx1g93Mnq/0MFsEJ9fI/nI20OVIUKotUXwGqO+xBtgDMeSOgEtDoDaD0AaNUXSOysBmjt7kAQvLGuB6IEwKkFiVOAxC6mYyf1po3sBWpL1SDt4W3A4c3qT8EuoLoQkE8wiHiq70dj7iNUELUx91F5SH0PBM72aomio11wCBJqoJePUiCaJlkKZDgGIveyIsAmqeWiRK0mrQK1L+KX1VFiOtKGreuRK0FQR5UpWhatMbkYtI+xAGOiWFnQ+6ta/1fL5lSfTU1aAInGhGCAKfNVJKM0gV6WwCaY5xfQ+mSmx7IiGrVdA69W3ZtaWkEL4QmACAU+2Y6yqmi4BDtSpQR0dKWhZ3waesS3Roe4ZKS4Y+B2OGA/7kzJ8FxzRQiwSSJcdjvio6LQJi4OPVq1MtYTEfyygiqvF8U11fijuAg7iw/ij9rD+KPyIMqpBIq9Bg6bHx7oE7uJltIE+vwMMGVd631h84TFBDV5Q/8sqfko6raKNiGb8X1I0J85kOQCUif3Uncc6FMb/VjSg6r6/A6BPjWg9bX1zrF2nHofHqjbtxb0Or4ALEkNsPaz1Q8rma61prZGlm2g3w89KYOAKq8XtTVeuFyOU3qfWWTpw/P1CcFCDYPXsy/Nw+jNdWeDA4hAIHCrtzMH3fTl5u2Cszv1Sa6CA476cweXZNAF104NNRRfb+f3+1FcXIzS0lL89ttv2LNnD37//XccOXIE1dXVdSbKChfz69OzcvPy8rB9+3YAauZyTEwMWrdujW7duqF3797o0qULUlJSjGzR+mrchgq66pnReiZ0cPC9vsBp8IRu5nXmz4W5bm6orORQzxEcuA01eVx9586c7Q0ADkfjXYM4g5Y1KpsgQJL1i6AWXjP9ndaDZYHvUPrEU4HgLLTlggCt3lRg4gK1w6N2ViRBHW4miASbtk6B2pmU9TvMgPH80NYLpJUg0LJlQdBKHARehx6Q1GeVVQCABPgUCSQqEEityypCgM0fjVSpHXrFdsU5XXqgV2IaktzRsNczU2JjEgQBLrsdbePj0TY+HkM6dYFfVlBYWYndxYexOn8v1hfuxz5vEWSpGjaHWu8sUN9WNLrIaqZz4LEeyPXLgewRWQu8a31HrZ6w6cTqHdY6kxSQvlrr3AY6ceqXFGuWtGXSAmOZnsFLgc6i1om0ZMrqB0ECIEKtEWd0UAlVjV7iQEG9mbKcQcuOxuZC4DNuWm4OMAUHp+oLYJmX1RfcPZV9IKhNuPYR6rlCLhfUgGtcOpDaB2g/CGh7rlomIjoVkJxas0YKxJ4MQVADg2IUYI8CYtsAbc7WArcyUFMClO0DDmYBeb+q/y/dqwZzSfuCcDzBTZj+HdxPDPW5Cf73ie4jVLtI7CN421DbecpQ7w011uxJggDJrwdIA3U1jVntLdmlejA10F4PyAHqr6W5nIE26MooqWX0mUAgCky6qk9u5Vck2LRyWQIJxgRVgY+29TjVUUSCsU4v7aXXRNVHRxkZnabXQhAgQa0HC72cFfQSYSK8igSHqH/y1bIOIgC/34U4SkIbRxt0j+uA3l06omt8ClKiYhB1zKSEpkEQBNhtEhJsUUhwR6FLcjKGoweICNUeLw5XVGBPWQE2FeRha9Eh5HoLUeSrhuj0QLTJRlBe/w6iyIEarhLU99gPPeCuBzvN/We9T0vwa+UQAskOgf6pWuLANHIMMJUvIMtyWN5bI54bCI5CS2gJCsjqz6UogQxXPctW/WwHnjTQb9aDtUGj2gRS53+A2gcXRAJpkwnrgV8SBNTKfng8jTs5Lws/n89XJzgK1A2gmZfpbQFrrVg9cBY8nD54uV7Ltr5h78HL9f2Yg7KhassGByn1QLDeVhRF+P1+FBYWIjs7G5s3b8b27dtx8OBB1NTUNJkAm9/vR2lpKUpLS7Fr1y4sXLgQMTEx6NChA3r27Inu3bujTZs2SEhIMCYQMwfMdcHLzNnO5snMzGUpggPuuuBgbvDEYMGTsR2tlq15mTkIHypLOFQg1xxobuwMWg7QskbldNghkmjccVUUEXabOkOs+c6roHUMRG12UX1Ild5RIUUIzGSLQOatZArgAloAEDB1PgVLZ0MxArVqJoD+/Mb+oHZMBWgdLIEskwvIgJFpAAAgER6PE4liHHpEd8I5Sb3QN6kz2sUlwtmItUtOhU0S0To+Dq3j43BR5+6o9fqQX1aOjfm5+OXwfmwu3YdSWylkuweCpATiIkIge1afkVUPnOtfShRFgE3SOn1KIIvAqAcb1Fc3asmSqe6s+W67HnyC6Tu0/l4j+A+qfpx6Z1RbT0Iga0B/30UtY1bbr/5+QwC8VPePU4OSjxKgbebDHFgDc8TC9E0utFMJdgVvF9zuaMHeo/37WPsItV19+wj1HICWHRunBmDbnQekDwJa9wfiOwCOGLVhMwgeHBdBAASbGmiOTgXaDgTOHq9m0lYdAY5sBw5uVIO2h7eoWbbeKhg3q0I+p+n/x/O5Odr7Ea7PZlPYh9/DN85aMIfDBqdgh7kOvyyLsNtlIxPWfO+CSK3xCkBbb8pI1H69RFEf8aVmsarZlFqAVQi0EUBaoCsw94IehtWDrProMH10l17GQC8poJBoTDKr17M1SkNpR65vp/ffFG3ElAwJgABZO25Jq7UrgCCQgFq/EzafC62cCegc3QG94zuhW2w62sclIdbpgnScE7k0F4IgINrlRBeXE11SU3Bpt97wywrKa2qxr6QE2w4fxI7Sw9hacgDFVAGfoxKCTZ3/wXiPoE8CpwZqFS3pg0hPVNAmXdMe631lQQwE3fUEEyLBuPTo/VzBCIJC65frdWgJRraq8Z0G2hwPenMySpPpbUWtBJocFB8wB//14KtRBkT7hSDFVALN+E4X6L8b/W1tgf58fknNYGbNm1431Zx5qgf9zIKzVc3ZrOY2wQFbPbsyVIatuZ0uOHu3voBfcFvz/83HoSgKKisrcejQIWzfvh1ZWVnIzs5GWVlZsxmSrigKysvLsW3bNmzbtg02mw2JiYno2LEjevXqZQRso6Oj65SACBW0Dl4eHJA1ZzQHv0/BQfzgEhT6cvP7HRy019se670371/f3ly6gUschFfziIadZuyiCEkWTV9y1E6CrE0spQdkjUAqBCPoKpnqNJEWhFOXEwRBMYKyeodWbwsEZtPVg7NEAvyKls9AgcAekTpzLYyhYvpUX4GOBIznVjsvfp8LbiEW6Y726JHcGeekdEGn2FZIiIqGKNa90Dc3LocdXVKT0SU1GdcoZ6Ky1oP9JSVYuT8He6oOY0/VIRTKJagVa0ESGZ1PP0QIpNVHk0XLFxHA6A8C0M69FmwNNdFA4EuJ9v4pohpM1TuB+gVWBIhEyOah/yE6kgAAUe24kjkOowWD9aCwsUyE8UGo9vsad0ZZtedb/zrG6mOPUn8pFKX+IBOZlpmDbUKI9fUJDtKdzD6OdakMtd3x7ANQg7GOWCChI5DSG0jrpwZkE7sAMa3VWrFAywnIHg9BUDOs4zuoP91GACSrE5BVHlKDtYc2ASU5al3binzAW6HWvwXqnm+YHgev1x8Hn95Qp/to72lz2IevSj1HEg/HbYkkSYTTLyIQ0QIgaAFN7Ya/iMBET5KowCdLgKgAiqiVElDbGgFdgimgqj6tOvGqNvwdpv6oUdoJpmWB+RAsCQjaqC6dItsA6EE39Wa5HuzVkwzMPQrR6JepK/R9SgA8PjtEOJEgJaKNrQ3ax7ZFv+R0tHe1QlpsPJx2W7PIjg03myQiKcaNpBg3zmrfDkSEGo8PpbW1+K2gAJsP5yLfU4q91YUo8JaiRqiCV/QBkgBBC3j7ZRGCqL6Pkjbxm35DwCjxpQRKJAgIvOl64NZSrkv77hM8akzvqwvaY2M77UsRKSJIUIzvR4oiQu/4WuYNMX1ojJFqelKFqE5WFph0V2PuawPaegJI79vD+N3yQUFNY49cY2Hn8/ng99fNhNaHrpszJIPLBgQHac3/N29bX3A1ODhnLilgDgzqQd5Qk1aZ6UHByspKFBQUYNeuXdi9ezd27NiBQ4cOweNpGbXo/X4/CgoKUFBQgA0bNsDhcCA1NRVdu3ZFx44d0alTJ6SlpSEmJsaYaEwPbuolEvSMV3PgM1QJAvPj+trombl6MDa41EFw4LK+wKw5w9q8T/OPeXv9/1ziIDw4QNsE2SQRkl9UM2C1oV16bVIgcBfWMjmXFizVh8frPUi9npOs6BkDai6BogSK7vsVEXZJLVfgV0SjM6Dl1ULWJkogLQNAHzokmQLAdq3mkw0ASIRNiEGcmISOrnboFdMePePbo318KhJc7haXIRBMFAXEuV3o626Dvu3aqJ1Prw9Hyiuxp7AAu4qP4LeyQ9hfW4AjvkpUCR5IDh8kSYGfBEDROpCKUCfD1Uww9eIEQTDuvOtDw/S7/2q/lLR6twBME3iRIhgZCIE7++bJ3ASjU2hkGgR2G7iDTzACwFDU4Vayon5JaRQKIXCbINQ6xuqhB2iPFVw93sehglPHG8A91mMK+v/J7EOQ1DIF0SlAfEcgpZcajE3tAyR0BqJbaWUfcHoFY4+HnmXrSlB/knsCZ44FQICvRp2MrDQHKM5WA7aFu4DSfUDVYaC2TM3GNWeOnurn5niD9qeyj2OtO5l9+KoB2Qc0XqIFa0SSJMIp26DIIiSbYgmGkqLWpIXW59ADWJIY6O3ogVgIQqBPi8DHRyG172IT1f6qCIIMtXaAT6tBq18n1Zq2hCjJp5bX0vosen9XgNZO207Ss2mh9m8FkNbXDbwOh6BNYAW1fyQQAMWNaMQhyR6Pds7W6Ohujc6xrdEuJhnJ7lhE2RwtIhmhIQiCALfLAbfLgbYJcRjavSsAwOeXUVZTi0Nl5dhfUoKcimLsKy9CvrcQBZ5KlCo1qBX8EG0+CDaCDP07jPrdyTy6jIIvSqbrVHB5AhjBWPWzosh6Bhog2hRLIJUIkP3aZ1TQsxXVD5+iiMbl3lJWQQjsnAA1e5f09AqNMSpNP171u4E5YcZ4SbIABYSaWt/JvQGsyfD7/fB6vUZmIhAI3gUHQ4OzGYPbmYfPB2dDmuuUmvcTLLjWrbk8gfk49Of3+/0oLy9HXl4efv/9d+zevRs5OTkoLCxEdXV12M9XU0NE8Hg8yM3NRW5uLgDAbrcjNjYWqampSE9PR8eOHdG2bVskJiYiJiYGUVFRRtAWQJ3s1uBAa6jArP7+69nXwTVk/X6/5T0LztgNztDVX0vwZy5UVq/5eGRZbvQSB/VlynKAloVdlMsBt8OOEi1Ip/8R1icl0P+060XzSQvAmjMGFG0GWyKCXZIhaQFWRS/Krw3lAkTjOXykTQAmBLJ1Zb0DbapfKoAgEgBZhAA7HHI0EqVktHMlontCG3SNa4sOsalIccfCZYtM/axGHV5/DIIgwO10oFNqEjqlJmE4ekJRCLVeH4orq5BfXoG9pcXIKS3C/uoS5NeWo0ipRJVSC6/khyKqdzHVYXhaSQut/pqiWF8jmWpUCZK6XoAA6F9+tOC9XgpBJi1zAGoH1XwXX31CGLf+rdnR2l18MsV7faKRWCAL9d/VahCKgvoDtM17mANrYFFJgC0K8HuPHYiqz9ECpzAtO56A2qnuA1CDsDaXWp4gJg2Ibadmwqb2ApJ6AAkd1ECsPbrxJ/A6JvN1o6kcUz2EwF9FOKLVn4QOQKeLtHQsUofze8rVMgkVB9X6tqV7gbL9QHkeUF2g1r31VgL+WjWzVK0dc+zPzfF8rszrTuWzeTz7ON7jVGRwiYOWy2GXkBgTZdSClf2i6fMRqOVq9Ff1gJc2ua2sCFr/VoFMolEWSoQ2Gkgi2CTFSEzQR5OZyxTIWk1TPYnAq0imEglkBGdFUQFBLTmlQA326n1iQVAgQtCyJEVIigM2xYloIR4p9ni0jkpA5/hUtHOnok10ElLcsYi2OU9gAi92NHabhJTYaKTERqNvehtjud8vo8rjRUllNQqrq3Gwohx5FWXIryrDodpyFNZUolSpRRV54IMXPkmGopVAUD9jAKB+vqB9RvXMbrXcBuD3aTVwFSGwXktY0AO2ENVrtAAYyRAQYIw0JLVah/EnTYBWgiHoIhnI3AUA0ka5aQ8FNTHGnEWr3hAw3RzQHsqWv52sOdJLHJgnAgNgBN1CZS0GB+7MwTZzhm19w9+Dh7ebh92HGvoOqJm+NTU1KC4uxsGDB3Ho0CHs378f+/btw5EjR1BRUREyE/h05PP5UFxcjOLiYuzevRuAOvGY2+1GfHw8UlJS0KpVK6SlpSEhIQHJyclwu91wu92w2WyWgGvw+wnAyHQ214Q1fx6C6wWHqi2s15+trw5xqBq45h99W3NWcGM4WpyBA7RhsHPnTuzevRuDBw9GSkqKZd0333wT8pe8U6dOGDBgAABg8+bNyMnJsayPi4vDJZdcUme7rKwsHD58GGeccQbat28fvhcRTgoBNYASKwYCZJJaOF8vfg/onQAB0Gua6ptr9ZnUm8CCFogLzEir1h6FNsFXIKhrdEwVSd3GbwMUO5ywIYociLNFIckWjzbuRKRHxaNDTArax6Yg1RWLuCgX7KYhFJF2YH8hkhJjEBMXFelDCUkUAxkD6SmJOA8dAKgXFJ9fRrXHi/IaD0pqq1FUVY0jVVUorKxESW0NKhQPimqq4CEfKrweeKGg0ueBIgiQIaPW69cyvaCPkAqM2oKa6SqIBAgE8gtwOZ0Q9ZUeNQAf7XDBJkrqKCq/AvgIcdHRsNsliF6CQxQRlxQDUQEEnwLJDyQmx0GCAMFPaO10Q5IaMVOaA7QWhYWFWL16Nbp164Y+ffpY1q1btw55eXl1tomKisJll10GADh48CB++eWXOm1GjBgBl8tlWbZv3z7s3LkTbdq0Qf/+/cP4KhoJaf8Jdek63oCqOQAWvM2xAmTHSxDUDB1JUifjsrvVOrBRSWoJgtg2QGxbIL69mgkb21Zd54zVhpILTSgIeyw5AKIBpEX6QE6eOlxBzdC2R6mB8rR+6jpjmIoMyF41+9ZTAdSWqJOR1ZQA1UeAqgK1zm3VIbVdVYH6rb+6SP2/7FEDuzpfTaC8wokStczqui9E/QyJIbIiHDFqUNp4Dq2Gr/VuARDTyrq9Mx6wOU/uOCPE6/Xip59+gt1ux8UXX2xZt2/fPmRlZYXcbtiwYYiNjYWiKJg/f36d9WeddRY6duxoWVZeXo5ff/0VTqcT559/fqMOGQwXoVqBEiuqMS0tgUCxqcEuWZZAUIxAqCQpkOVAEMqvTfZF2ugtRR/JYwr060FWuyRDr+Op1ptV52+wiQS/Yi6HQEZwVlEk2AWCT5YgKxJItsEpSLDJDsTY7IgRo5DoiEOyMxZprhikOePRJiYRqVHxSHRGIcbpgsMmtfjRYE2VzSYh3haF+OgodEKyZZ2iEPyyDI/fj6paLypqPaj0eVBaU4uiqmqU1dagQvaiuLwSHklBSVUVfKKCCk8NvIICmQgVnlrIogCIgE/2w+fzQ4FaUgE+GOVojZiqUU1M7UeIkgKS1YQHV5QToj45ngyQDwAILpsdLrsTMBJeCPArsAs2xMa51ZsHPnVZYmIsbIIEQQEEP0HwyIiJc8PtdgEyQZAJkp+QlhTXiO9CePz666/Iz8/HX/7yF8t1rrq6Gt99913Ibfr164euXdUs6xUrVqCoqMiyPj09HQMHDrQs8/v9+PXXX1FZWYmBAwciKSkpzK8kPBRFgdfrhSzLlsxAPQhnDrQFDzXXtzfXGtXb6YInkzI/px7cJSJ4vV54PB54PB5UV1ejoqLCGMZ/5MgRHD58GEeOHEFZWRm8Xm+zr/fZ2PRM4/Lychw4cMBYLooiHA4HnE4n3G43oqOjERMTg5iYGERHRxs/LpcLLpcLNpsNLpcLeu3XUBODmevE6vsA1MCxObCqZ257PB4j8O/3++H3+43J63w+n/EjyzJ8Pp/x/suyDL/fj0OHDjXaeQwu32DGAdpT8PPPP2Py5MnYu3cv9u3bhx9//BFDhw61tPn4449RU1NjPK6pqcF3332HyZMnGwHat956CwsWLMC5555rtOvYsaMlQFtRUYErrrgCO3fuRM+ePbFhwwZMmjQJTz75ZEO+xJPidNkR7XCAtKHuAmB0QEmbzVOvF6sOMdeTddRsSSI1sGYTZTjsIuwEiKTAZRchwgaSAZfkQrQEREl22CUX3EI04gQHEmOi4fI70So6FgnRMUi0RyPO4UKc0wW33QGHzdYsOqUdOqZG+hBOiiAIcNhtcNhtSIhxowMSQ7ZTFIJCBFlWoBDB6/MDoppZUFPjVYMDomCU1zLu4Adu0gOkfrai3E6IkmBkv0IhOBy2wBAJUrNuJZsIUQjUlROb0udA0Q++vnWnh9zcXDz66KNYtmwZysvL8fe//x3PP/+8pc2PP/6I1atXW5b98MMPOOOMM4wA7S+//ILrrrsOV1xxhaXdkCFDLAHaRx99FK+99hoGDhyIHTt24KyzzsK8efPgdocK9DRRzlg109RTrj4+6Y+LoAa5LIskQDIFpkRboHyAEfiyqYHXqCT1/65ENaDnTlEze13xgDsZcKeq/3bEAlGJanDMFqU+n2RHYKhFcwnC1kcA0CXSB9Gw9PdIsKnvv92tvsfoVLetuZOpZ9YqfnW54lcDt+pKNZh7KgFafeK3YDan+lkOtU3wcqGevwvN9HNJRHj88ccxa9YsyLKMVq1aYdOmTZY22dnZmDlzpmXZtm3bsG/fPuTn5yM2NhZerxdXX301hgwZYgkOxMTEWAK033zzDW6++WZ0794d5eXlqK2txcKFC9G3b9+GfJlhJUoiUuJi1bQ+vTwXwSjDBII6E702jJsgqqN3lMCfa0WfuR4SiNSSX4LkhyioGbp2reNrF2TE2J3GEHA7HHA67IiCD05XNOyiBJschVi7E9GSA3EuF2weG5KiY5AUE4Mo0Yk4hwsxDifcNgfcNgecdhtsosQlCZohURTgENU+dGyUC62P0V5RAlloCgEEgsfrh1a9Aj6vHx6Pz+hTA6jTrwaC+tbqhxoCCFFuF0RJCNwDVgAQwWaTYDNnWut9ckEwLW+Cfe0w+fTTTzF16lSUlZVh//79KCgosCRoVVZW1rmmHj58GGvXrsWcOXOMAO2jjz6KwsJC9OrVy2g3ZMgQS4B27969uOyyy+D1etGqVSts374d77zzDm6++eaGfZEnQZZlI+BlzpAF1KCeXprAXMbAnEmpJ7RJkmQJzMmybDy3x+OBIAiorq5GbW0tysrKUFVVherqapSVlaG8vBxVVVWoqKhAdXU1ampq6q2Ny8JLURTU1tYa70t9zEFYvb5wcLZscOAyOAPW/NkxT1oWanKw4O2bCs6gbSAFBQWYPHkyunfvXm8266effmp5PGPGDHz//fe4/fbbLcsvuOACfPHFF/Xu6/HHH0deXh52796NxMRELFu2DMOGDcPQoUPrBIUjzW6XMKJDd5wf1wkOmw2iH+odUkVBUkocJEEA/IDoUxDtdsLtdkGQBYiyArfLgSiXE5AByU+IjomCJIkQZCDKblPT5RWozysKkAQRoihADPHLzJouURQgQoBNy1KNcpqCQA1+E73pfU6IFFA9Q2brW94SFRUVISMjA++9916dDALdpEmTLI/z8vLQsWNH3HnnnZblLpcLc+fOrXdfixYtwgsvvICVK1figgsuwJEjR3DOOefgmWeewdSpU0/5tTQauxvoe4OaieiIqbvelWjNEgTUIFRMmjU4JYhq9qA5QGVzqQFVnWRXywoY+9bq30IIBHL1x0CzDWqxMDJ/BvTPm1hP182dEno5O2lEBLfbjXXr1uGll17C0qVL67QZPnw4hg8fblk2YMAAXHnllUhNtd4snjJlCgYPHhxyX6WlpbjlllswceJEPPHEEyAiXHPNNRg7dmy9GbpNkSAI+HO3TnDW2BGXFK2OtJEBQSEIsgyn3Ya4xBh1KiWtfyv4CHEJbjgddjWoKxNERUFcbBTsNrs61FwmSESIjVOvoYICSIp6k1mAAEFR53Cw2SRAAWySpA0mEjjYykLSPxei6Zrqcpj60xG919xyP7Pl5eX46KOPkJ+fj5EjR9ZZ36pVqzr9z4kTJyI7OxujRo2yLL/hhhuOmmw1btw4pKenY8mSJbDZbPjvf/+L8ePH46KLLkJ6eno4Xk7Y+Hw+rFmzBjt27DAyGPXgqp7tqAdLg9eZl+n/1zMbzf/W65Waa4iy5sUcPDVP5na64QBtA7nuuusAwCikfDwyMzORkZGBTp06WZaXl5fju+++Q3x8PM444wzExAS+aBMRPvroI/zjH/9AYqKakXjJJZfgnHPOwYcfftgEA7Q23PeXoZE+DMaaD0Wpv6bhaRSg7d+//wmXGZgxYwZcLhduvPFGy3IiwooVK+D3+9GnTx+kpVmHm3/44YcYPHgwLrjgAgBqh/q2227DjBkzmlmANgrIeEH9NwdEGWMmoijiX//61wlts379emzevDnkdXDHjh2oqqpCly5d0L17d8u6+fPno7q6GhMmTACgBjonTpyIIUOGYOvWrejXr9/Jv5BGNnroWRiNsyJ9GIyxJuivf/0rACA/P/+42vt8Pnz44Ye47bbb6pR8OXToEBYtWoQ2bdqgT58+lvV5eXlYtmwZ5s+fb9TG/Otf/4rHH38cc+bMwYMPPhimVxQesixjxYoVkT4MxpoFLnHQROzevRurVq3CnDlz6qz75Zdf8PzzzyMvLw8FBQWYPn06brrpJgBqALi4uLhO4GLAgAHYvHlzvfvT66/oysvLw/RKGGNhpSgIzFYW5DQK0J4oIsKMGTNwww03IDY21rLO6/Xi4YcfBqDW7r777rvx6quvGn8MN2/ejGHDhlm2GTBgAPLz81FUVITkZGttOKAJX1M5MMsYC5PMzEy0b9/eKBlj9sorr6Bt27bYsGEDzjnnHHz88cdo00adAGnz5s3o1KkT4uPjjfZ6Ka8tW7aEDNA22WsqY4yFyfz581FQUIDx48fXWTd37lzs2bMHu3fvhs1mw6xZszBkyBAA6nUTgOX7v8PhQO/evY11wfiayljz0JIzaJtVYZvMzEykpqbiqquusiy/9tprjbtku3fvxqRJk3DHHXdgx44dAGDU8dCzZ3XJyckoLS2td39Tp05FfHy88dNkJxVj7DRHsnzUHxbajz/+iD/++AN33XWXZXnXrl2xc+dOrF27FmvXrsXPP/+Md955B2+88YbRpqysLOQ1FUC911W+pjLGWrKamhp8+umnGDdunKV2pCRJWLBgAXbt2oVly5Zhz549KCgosFx7Q11TY2Ji4HA4+JrKGDttZWZmYvDgwejdu7dl+SOPPILc3FwsXboUf/zxB4YOHYoxY8YY18uT+f7P11TGmgdzuY5QP81ZswnQ+v1+zJo1C7fffjvsdutswhkZGZaSBo888ghiYmLw7bffAoAx3KG6utqyXWVlJZzO+mcSfvTRR1FWVmb8mGfaY4w1IfpMefX9sJAyMzPRr18/nH/++Zbl/fr1Q7du3YzHgwYNwjXXXIOvv/7aWOZwOEJeUwHUe13laypjrCX74osvUFFRUaemt91ut0y6mJqaiocffhiLFy9GbW0tgNDXVH2WZL6mMsZOR7m5uViyZEmdRAIAuPLKK43SBXa7Hc899xwOHz6MNWvWADi57/98TWWsedBr8db3c6Jyc3MxYcIEXHbZZRg/fny9WfaNodkEaL/55hscPnw45PCGYIIgID4+HkeOHAEAdOjQAZIk1bnIHjhwAJ07d673eZxOJ+Li4iw/jLEmSFYAWa7np3nfRWsopaWl+Oqrr0J2ekNJSEgwrqkA0KVLl5DXVKfTaQzZDcbXVMZYS5aZmYkRI0YcV9ZVQkICZFlGUVERAPWampeXZ8n80K+x9fVV+ZrKGGvJZs6cidjYWIwZM+aYbfXyMHpftUuXLgBwQt//+ZrKWPMQzgzagoICnH/++di7dy/uvvtuiKKICy64AFu3bm2goz+6ZhOgzczMxEUXXYQePXpYliuKguLiYsuyzZs3Y+/evTj77LMBqLORX3zxxfjyyy+NNiUlJfjhhx9Czh7JGGteSKGj/rC6Pv74YwDALbfcUmddYWGh5XFtbS2+++4745oKACNHjsSSJUuMrFlAzR679NJLIUlSAx01Y4w1TXv27MHy5ctD3vQKvqYCwLx589C6dWvjhtaIESNQUlKCH3/80WgzZ84cxMXF4U9/+lPDHThjjDVB+jwJt9xyC6KioizrKioqLLViAbVWLQCjr3rmmWeibdu2lu//GzZsQE5ODn//Z6yZC2cG7auvvgpJkvDFF1/g6quvxrvvvouzzz4bTz31VAMd/dFFdJKw/fv3Y+PGjUb2wMqVK1FaWopevXqhV69eRrv8/HwsWrQIH3zwQZ3nkGUZf/rTn3DNNdfgjDPOwP79+/Hqq69i+PDhlrttU6dOxZAhQ3DXXXfhggsuwDvvvIOuXbvWGYbGGGuGSAHAk4R5PB4sWrQIgNp5zc7Oxty5c5GUlIQ///nPlraZmZm47rrr6tTmAoAJEybA6XRi8ODB8Pl8eO+991BbW4vJkycbbf7617/i/fffx8iRI3HnnXfip59+wq+//orVq1c37ItkjLFG9OOPP6KsrAx79uxBWVkZ5s6dCwC4/PLLLSW3/ve//yEtLc1SykC3YMECfPTRRxg1ahSSkpKwaNEifPXVV5g1a5ZRq7Zv374YP348xo4di8ceewxlZWV45pln8PLLL9cJTjDGWHO1fft2ZGdnIysrCwCwaNEixMbG4rzzzkPbtm2NdvXNkwAABw8exLXXXosbbrgBnTt3xtatW/H666/j3nvvNSZUFEURL7/8MsaOHQubzYZ27drhhRdewOjRo+v0iRljzUs4Jwn77rvvMHLkSEufbvTo0Xj66adP+vhORUQDtHv27MHMmTMBAFdddRXWr1+P9evX44YbbrAEaLds2YLRo0fj2muvrfMcdrsdv/76K95//30sXrwYiYmJmD59Oq677jpjtnEAGDhwINavX4933nkHS5YswZVXXon7778fLperwV8nY6xh+eRaEEJPBuaHr5GPJnJqamqMa+pZZ50FWZYxc+ZM9OzZ09IZPXz4MDp06ID7778/5PN8+OGH+Pzzz7Fs2TIoioJbbrkF48ePt9T6jomJwerVq/Hf//4XixcvRps2bbB+/XrLtZsxxpq7+fPnIycnB4A6G7h+jc3IyLB05svKyvDkk08aNRHN7rjjDvTp0weff/451q1bh27dumHHjh3GEFzdO++8gw8++ABLly6F0+nE119/zZlejLEWZd26dcaNrquuusrIcE1LS7MEaLOzs3HPPfegf//+dZ6jR48eWLRoETIzM/Htt9+iTZs2+PbbbzF06FBLuxtuuAFt2rTBRx99hD179uAf//jHcZf2Yow1XceTKVteXm557HQ6Q9af3rdvH6688krLsnbt2qG8vBwlJSUhk5kakkAnU0X3NFVeXo74+HiUlZVxTRrGwuhkf7dqa2vRuXNnHDp06KjtWrdujZycHL4h08TwNZUxdiL4mnF0fH4YYyeKrxv1088NY6zhnMi153i/+8fExFjK8AHA5MmT8eSTT9Zpm5CQgH/96194+OGHjWXz58/HVVddhUOHDiEtLe24ji1cIppByxhjp8LlciEnJwder/eo7RwOBwdnGWOMMcYYY4yxZuh4v/sTkWU0PYCQ2bMAkJiYaJRc1RUVFUEQhIjcoOEALWOsWXO5XBx8ZYwxxhhjjDHGWrBwf/c/66yzsHHjRsuydevWoXfv3hGJMYiNvkfGGGOMMcYYY4wxxhiLkDvuuAM//vijMdH1H3/8gdmzZ+OOO+6IyPFwBi1jjDHGGGOMMcYYY+y0ceWVV+Kf//wnLrnkEvTs2RPZ2dm45ppr8MADD0TkeDhAyxhjjDHGGGOMMcYYO60888wzuP/++7Fnzx6kp6ejffv2ETsWDtAyxhhjjDHGGGOMMcZOO6mpqUhNTY30YXANWsYYY4wxxhhjjDHGGIsUDtAyxhhjjDHGGGOMMcZYhHCAljHGGGOMMcYYY4wxxiKEA7SMMcYYY4wxxhhjjDEWIRygZYwxxhhjjDHGGGOMsQjhAC1jjDHGGGOMMcYYY4xFCAdoGWOMMcYYY4wxxhhjLEI4QMsYY4wxxhhjjDHGGGMRwgFaxhhjjDHGGGOMMcYYixAO0DLGGGOMMcYYY4wxxliEcICWMcYYY4wxxhhjjDHGIoQDtIwxxhhjjDHGGGOMMRYhHKBljDHGGGOMMcYYY4yxCOEALWOMMcYYY4wxxhhjjEWILdIH0JwQEQCgvLw8wkfCWMui/07pv2Ps9MDXVMbYieC/FUfH11TG2Ini62r9+Jww1vD498yKA7QnoKioCADQvn37CB8JYy1TRUUF4uPjI30YrJHwNZUxdjL4b0VofE1ljJ0svq7WpV9TGWMNh689VhygPQFJSUkAgP3795/2H6Ly8nK0b98eBw4cQFxcXKQPJ6L4XFidzPkgIlRUVKBt27YNfHSsKeFranjxtSi8+HyGVzjOJ/+tODq+poYXXwPCj89pePF1tWHxNdWKf38D+FwEnOy54GtPaBygPQGiqJbsjY+PP+1/EXVxcXF8LjR8LqxO9Hxwx+f0w9fUhsHXovDi8xlep3o++W9F/fia2jD4GhB+fE7Di6+rDYOvqaHx728An4uAkzkXfO2piycJY4wxxhhjjDHGGGOMsQjhAC1jjDHGGGOMMcYYY4xFCAdoT4DT6cTkyZPhdDojfSgRx+cigM+FFZ8Pdrz4sxJefD7Di89nePH5bHh8jsOLz2f48TkNLz6fDYvPrxWfjwA+FwF8LsJLICKK9EEwxhhjjDHGGGOMMcbY6YgzaBljjDHGGGOMMcYYYyxCOEDLGGOMMcYYY4wxxhhjEcIBWsYYY4wxxhhjjDHGGIsQDtAep5KSEqxbtw75+fmRPpSwKiwsxMqVK1FYWFhvm0OHDmHdunUoKipq8DaRVFBQgKysLJSWltbbpqamBhs2bMCePXsavE0kybKMHTt2YPfu3fB6vfW227VrF7KyshqlDWtZfD4fsrKysHPnzkgfSpNTWVmJVatWITc3t942RUVFWLduHQ4dOtTgbZq7w4cPY9OmTSgrK6u3TVVVFTZs2ICcnJwGb9Pc1dTUYNOmTdi7dy/qm8bA5/Nh06ZN2LlzZ4O3YQG7d+/Gxo0b4fF4In0oTYqiKFi3bh22bt1abxuPx4ONGzdi9+7dDd6muauqqsKmTZuO+p1IURRs3boVW7ZsgSzLDdqmuVMUBbt27cLOnTuP+rubnZ2NjRs3ora2tsHbMFVT/+56svbv34+VK1eiurq63jY5OTnYsGEDqqqqGrxNJB04cABbtmw56vGVlJRg/fr1yMvLa/A2kVRbW4vNmzfjjz/+gKIoIdv4/X5s3rwZ27dvr7dfFq42py1ix/Tcc8+R0+mkPn36kMvlorFjx5LP54v0YZ2SHTt20NixY6lNmzYEgD799NM6bfx+P40bN45cLhf16dOHnE4nPfHEEw3SJpLWrl1Lf/7znyk1NZUGDBhAUVFRdOedd5LX67W0mzNnDsXHx1P37t0pLi6OBg8eTEVFRQ3SJpJefPFFatOmDfXr1486duxIaWlpdT4f+/fvp/79+1NycjJ17tyZUlNTaenSpQ3ShrU8y5Yto7S0NOrUqRMlJyfTmWeeSXv37o30YUXcgQMH6G9/+xu1bt2a7HY7TZ06NWS7J554wvib5HQ6ady4cSTLcoO0ac6WL19OgwYNorS0NOrfvz9FRUXR3/72N/L7/ZZ2s2bNopiYGOrRowfFxMTQ8OHDqaysrEHaNGcVFRV07733UlJSEp199tmUmppKvXv3pg0bNlja/fzzz9S6dWvq2LEjpaSkUN++femPP/5okDZMlZ+fT+eccw4lJiZSly5dKDk5mRYuXBjpw4o4r9dLU6dOpS5dulB8fDxddNFFIdstXLiQkpOTqUuXLpSYmEjnnHMO5efnN0ib5iw3N5duvvlmio+PpwEDBhjn9MCBA5Z2W7Zsoa5du1KbNm2oXbt21LFjR9q4cWODtGnu3nzzTUpPT6e+fftS165dKSkpid5//31Lm8OHD9OgQYMoISGBunXrRomJiTRv3rwGacNUTf2768lavnw5XX755ZScnEwAaOvWrXXalJWV0fDhwy39mVmzZjVIm0iaO3cunXHGGZSenk79+vWj6Ohoeuqpp+q0e/7558nlclHv3r3J5XLRTTfdVCdGEK42kVJTU0MPPfQQJScn01lnnUVpaWnUvXt3WrVqlaXdL7/8Qunp6dS+fXtKS0ujHj160M6dOxukzemMA7THsHjxYpIkiX788UciIvr9998pKSmJpk2bFtkDO0VffvklffDBB1RRUVFvgPbVV1+lhIQE2r17NxERrVixgmw2m+WPebjaRNKHH35Iy5cvNx5nZ2dTcnKy5SK9b98+cjqd9PrrrxMRUXl5OfXt25duvPHGsLeJtGnTplmCClOmTCGbzUbFxcXGsqFDh9LQoUPJ4/EQEdEjjzxCiYmJVFJSEvY2rGUpKyuj5ORkmjRpEhGpX6AvvvhiGjJkSISPLPJ++uknmj59OpWVlVG7du1CBmjnzp1Ldrvd6DTt2rWL4uPj6bXXXgt7m+YuMzOT1q5dazzetm0bxcXF0csvv2ws27VrF9lsNvrf//5HRETFxcXUvXt3uuuuu8Leprnbu3cvzZgxw7hB7fV66ZprrqEzzjjDaFNRUUGpqan00EMPERGRz+ej4cOH0wUXXBD2NixgxIgR9Kc//YlqamqIiGjy5MkUFxdHBQUFET6yyCotLaVHHnmEfv/9dxo3blzIAG1BQQHFxsbS008/TUTqF9VBgwbRyJEjw96muVu5ciV9/PHHxk2u8vJyGjRoEGVkZBhtZFmmXr160fXXX0+KohAR0S233EJdunQxrh3hatMSvPzyy5YkjTfeeIMEQaB9+/YZy0aPHk0DBw6kqqoqIiKaOnUqud1uOnjwYNjbMFVT/+56st544w1asGABbdiwod4A7fjx46lnz57G97733nuPbDabcS7C2SaSXn31VdqxY4fxeNmyZWSz2ejLL780li1dupREUTSSh3JyciglJYWee+65sLeJpEOHDtHbb79tfB/3+/00duxY6tChg9GmtraW0tPT6f/9v/9HROo1etSoUXTmmWeGvc3pjgO0x/B///d/NHToUMuye++9l3r27BmhIwovn89Xb4D2zDPPpLvvvtuybPjw4XTVVVeFvU1Tc8MNN1g6nFOmTKHk5GRL5tX7779PdrvdCGaGq01Ts3r1agJAu3btIiKiP/74gwDQ4sWLjTYlJSVkt9tpxowZYW3DWp5Zs2aR3W63BOEXL15MACg7OztyB9bE1BegHTVqFI0YMcKybPz48dS/f/+wt2mJrrjiCrr66quNx4899hilp6db2rz66qvkdruptrY2rG1aoldeeYUSEhKMx5988glJkkSFhYXGsqVLlxIAIzsiXG2YKi8vjwRBoLlz5xrLKisrKSoqit56660IHlnTUl+A9s033yS3220ErYiIvvjiCxIEwch+DVeblmj69OnkdruNx8uXLycAtG3bNmPZ7t27CQB9//33YW3TEu3YsYMAGDcXCwoKSBRFmj17ttGmpqaGYmNj6T//+U9Y27CA5vjd9URkZWWFDNDW1taS2+2m6dOnG8sURaG2bdvSv/71r7C2aYr69u1LDz74oPH4pptuosGDB1vaPPDAA9S1a9ewt2lq3n33XXI6ncbIuvnz5xMAy4iJtWvXEgBat25dWNuc7rgG7TFkZWXhnHPOsSw777zz8Ntvvx21bktz5/P5sH379pCvPSsrK6xtmhpZlpGVlYVu3boZy7KysjBgwABIkmQsO++884zXF842TYFem2jOnDm47777cOutt6Jnz54AYLxv5vc0ISEB3bt3N9aFqw1rebKystClSxckJCQYy8477zxjHTu6+v4mbdu2DT6fL6xtWhqv14stW7bUubaHOg/V1dX47bffwtqmpdi+fTuWL1+OzMxMvPLKK3jmmWeMdVlZWejUqROSk5ONZcG/3+Fqw1SbNm0CEVk+f9HR0ejduzefq+OQlZWF3r17w+12G8vOO+88EBE2bdoU1jYt0bp169C1a1fjcVZWFpxOJ8444wxjWY8ePRAXF2f5/Q5Hm5YiPz8fK1euxNdff4277roLo0ePNq53W7ZsgaIolt9vl8uFfv36GechXG2Yqjl+dw2X3bt3o7q62vLaBUHAwIEDjdcerjZNTVFREXJyco6rj/j777+joqIirG2agl27dmH58uWYOXMmpkyZgqeeegqiqIYLs7KykJaWhvT0dKP9wIEDIQiC5bodjjanO1ukD6CpKy4utnxBAIDk5GQQEUpKSiwdsZakrKwMsiyHfO3FxcVhbdPUTJ48Gbm5uXjwwQeNZfV9DvR14WzTFCxduhSZmZnYv38/3G437rzzTmOdfpxJSUmWbczvabjasJYn1O9AQkICRFHk9/041HcNkWUZ5eXlxu9PONq0NJMmTUJ5eTnuu+8+Y1lxcbElAACEvm6Ho01LMWPGDKxcuRLZ2dno378/Ro4caawL9bmKjY2F3W4/6t/Bk2nDVPr5aE79rKbkdOvfhdPChQvx4YcfYvbs2cayUOcBqNv/C0eblmLVqlV49dVXkZeXByLC448/DkEQABzf73e42jBVc/zuGi5H+5zok/qGq01TQkS46667kJqairFjxxrLj3Vdj42NDVubpuDjjz/G0qVL8fvvv6NHjx646qqrjHWhXoMkSUhISDjqdftk2pzuOIP2GOx2e51ZLmtqagAADocjEofUKOx2OwCEfO366w5Xm6Zk+vTpePHFF/HZZ5+he/fuxvLj+RyEq01TcOedd2LVqlU4cOAA7rnnHmRkZCA7OxtA4D0Nnmk21Pt+qm1YyxPqd8Dr9UJRFH7fj8Ppdi0Kl2nTpuHdd9/Fl19+ifbt2xvL+XyeuJdeeglr165Ffn4+2rdvj2HDhhnX8VDnwe/3w+/3H/VcnUwbpmpu/aymhq8BJ2fVqlX4v//7P/z73//GmDFjjOWhzgNQt/8XjjYtxZgxY7Bq1Srs3bsXTz75JC6//HJs3LgRwOn7fSySTudzdbp+3v7+979j+fLlWLBggSVYerr9fXjmmWewZs0a5OXloV+/frj44otRVVUFoP5rcm1t7TGv2yfa5nTHAdpj6NixI/Ly8izL8vLy4Ha7W2SGkS4+Ph4JCQkhX3uHDh3C2qapeOuttzBx4kTMmTMHl19+uWVdfZ8DAMbrCFebpub++++HKIr44YcfAKivAUCd15Gfn295neFow1qe5vg70JTUd/4SEhKMTmW42rQUL730Ep566inMmzcPl1xyiWXd6XxtP1VOpxP3338/9u3bZ2TEdOzYEfn5+SAio53+2HyuwtGGqer7W9oU+1lNEV8DTtyaNWswcuRIPPDAA3jyySct6zp27IiSkhJLGTiPx4OioiLLuQpHm5bojjvuQFJSEr777jsAx/f7Ha42TNWcvruG2+n4ebvvvvvw+eef44cffkDfvn0t6+q7rjudTrRq1SqsbZoSu92OBx54AIcOHTLKDnTs2BGHDx+GLMtGu+LiYtTU1Fje93C0Od1xgPYYMjIysHjxYktNvnnz5mHYsGFGTY6Wavjw4ViwYIHx2O/349tvv0VGRkbY20TaO++8gwceeACff/45Ro0aVWd9RkYGsrKykJubayybN28eOnTogB49eoS1TSRVV1dbvhADwIEDB+DxeIwbEueffz5iY2Mxf/58o826deuQn59vvKfhasNanoyMDBw+fBi//vqrsWzevHmIiYnBBRdcEMEjax4yMjKwcOFCS8dm3rx5lt+ZcLVpCV555RX8+9//xty5c0O+toyMDKxevRqFhYXGsnnz5qF3795o165dWNs0d3oWhdmePXsABIbqZWRkoLCwEGvWrDHazJs3D263GxdeeGFY2zDVOeecg6SkJMvf0q1btyInJ6fF/T43hIyMDPz+++/YsWOHsWzevHlISkrC2WefHdY2LcHatWsxYsQI3HfffXj22WfrrL/kkksgiiK++eYbY9nChQvh9/sxbNiwsLZp7mpra6EoimVZYWEhSktLjWtqv379kJaWZvn9/u2337Bz507j9ztcbVhAc/ju2hDS09PRq1cvy+fkyJEjWLNmjfHaw9WmKbj//vvxySefYOnSpejfv3+d9RkZGViyZAm8Xq+xTL/Zr88nE642kXQ8/bvhw4ejqqrKSNgC1Ndgt9tx0UUXhbXNaS8SM5M1JwUFBdS2bVu66qqraP78+XTvvfeSy+WiDRs2RPrQTklJSQmtWLGCfvrpJwJATz75JK1YsYL27NljtNmyZQu53W66++67af78+XTttddSq1at6ODBg2FvE0kffvghCYJADz/8MK1YscL42bhxo9HG7/fToEGD6JxzzqEvv/ySpk2bRjabjT7++OOwt4mkNWvW0ODBg+m9996j77//nt5//33q1asXnX322ZaZyF9++WVyu930xhtv0GeffUbdu3enUaNGWZ4rXG1Yy3P11VdTt27daPbs2fTmm29SdHQ0vfDCC5E+rIirrq42rj+pqal0991304oVKyyzWOfn51OrVq3ouuuuo/nz59Nf//pXcrvdlpl4w9WmuXv77bcJAD3xxBOWa/vmzZuNNh6Ph/r3709/+tOf6Ouvv6ann36aJEmiuXPnhr1Nc/faa6/RDTfcQB999BEtWbKEXnzxRUpOTqZx48ZZ2o0ZM4a6dOlCn376Kb399tsUExNDU6ZMaZA2TPXGG2+Qy+Wi1157jT7//HPq3bs3XXrppZE+rCZh3bp1tGLFCrriiitowIABxnXA7NJLL6U+ffrQnDlz6LXXXiOn00lvvvlmg7RpzrZs2ULx8fF02WWXWa6pK1asIL/fb7R78MEHKSUlhWbMmEGzZs2itLQ0+tvf/mZ5rnC1ac62b99O5513Hr399tv0/fff08yZM6l///7Uq1cvqqioMNplZmaSw+GgV155hb744gvq168fXXTRRaQoStjbMFVT/+56snJzc2nFihU0Y8YMAkCzZs2iFStWUH5+vtHm66+/JkmS6JlnnqGvv/6aLrjgAurfvz95vd6wt4mkRx99lCRJov/+97+Wa9muXbuMNkVFRZSenk5XXnklzZ8/nyZMmEBOp5N+/fXXsLeJpMzMTLrmmmto1qxZ9N1339F//vMfSktLo+uvv97S7o477qD09HT66KOP6P3336eEhAR67LHHGqTN6UwgCkqXY3Xs378f06ZNw65du9CuXTtMmDChzkx8zc0vv/yCiRMn1lk+evRo/OMf/zAeb968Gf/5z3+wf/9+9OzZE5MmTULnzp0t24SrTaQ888wzWLJkSZ3lXbp0waxZs4zH5eXlePHFF7FmzRrEx8fjjjvuwBVXXGHZJlxtImnz5s149913kZ2djdTUVAwdOhS33nornE6npd2nn36K2bNno6amBhdffDEefPBBuFyuBmnDWhaPx4NXX30Vy5Ytg9PpxPXXX4+bb7450ocVcfv378dNN91UZ/mgQYPw0ksvGY9zcnLwwgsvYPfu3ejQoQMefPDBOnf+w9WmOXvsscewfPnyOsvPOOMMvPPOO8bjkpISTJs2DevXr0dSUhLuuuuuOhke4WrT3H377bf4/PPPcfDgQaSnp+Oaa66p8/fL6/Xitddew9KlS+F0OjFmzBjLpBvhbMMC5syZg48//hjV1dX485//jIceeqjFTmR7IsaMGYODBw/WWb5y5Urj39XV1XjllVewfPlyuN1u3HzzzZa6quFs05zNmzcPL774Ysh1ixcvRkxMDABAURS8++67mD9/PogIl19+Oe655x5Lpli42jR3O3fuxNtvv42dO3ciOTkZF154Ie688846v7tz587FrFmzUFFRgQsvvBAPP/wwoqOjG6QNUzXl764na/bs2Zg+fXqd5Q899BCuueYa4/H333+P9957D8XFxRg4cCAeeeQRJCYmWrYJV5tIueOOO4z5VcyGDx9uKd2Sm5uL559/Hjt37kTbtm1x//3349xzz7VsE642kfT999/j008/RW5uLtq1a4crr7wSV199tTFhIaBmkk+fPh2LFy+GzWbD6NGjMW7cuAZpczrjAC1jjDHGGGOMMcYYY4xFSMsuosoYY4wxxhhjjDHGGGNNGAdoGWOMMcYYY4wxxhhjLEI4QMsYY4wxxhhjjDHGGGMRwgFaxhhjjDHGGGOMMcYYixAO0DLGGGOMMcYYY4wxxliEcICWMcYYY4wxxhhjjDHGIoQDtIwxxhhjjDHGGGOMMRYhHKBlzVJubi6++uqrSB8GY4yxE1RVVYXZs2ejsrIy0ofCGGMtwsKFC5GdnR3pw2CMsQazbds2/PDDD5E+DMYaFAdoWUStWbMGixYtqrM8Ly8Ps2fPRllZWcjt1q5dizvvvLOhD48xxlg9du/ejc8//xx+v9+yvKamBp999hlycnJCbldQUIAbb7wRhw4daozDZIyxZqG8vByzZ89Gbm5unXWLFy/G6tWr6932oYcewpIlSxry8BhjLCzqu57t2LEDc+bMgaIoIbf74osvMHny5IY+PMYiigO0LKJsNhtGjRqFhQsXGstkWcb111+Pjz/+GPHx8SG3a9++Pa699trGOkzGGGNBkpOTcf/992PKlCmW5Q8//DAef/xxpKamhtwuOjoa119/PWJjYxvjMBljrFmIi4vDRx99hBtvvNESoPjmm28watQo2O32ere9/PLL0aNHj8Y4TMYYOyUFBQUYPnw4du/ebSwrLS3FiBEjsHHjRohi6BBV3759MXz48MY6TMYiggO0LKLOPfdc/POf/8T48eNRUlICAJg6dSqys7ORmZlZ73bt2rXD5ZdfbjzOycnB/PnzoSgKNm3ahG+++Qb79+8/6r71bfx+PzZu3Ih58+YhLy/P0ubbb7/Fr7/+almWlZWFuXPnnuArZYyxliUlJQXvvPMOnn32WWzatAkAsGjRIrz77rv46KOPEBMTE3I7t9uN0aNHIzo6GgBQVlaG2bNno7a2FtnZ2fjmm2+wbdu2o+7bvM2uXbswf/587Nixw9Jm9erVWLx4sWXZvn37MHv2bFRVVZ3kq2aMsYbz3nvvYceOHfjPf/4DADhy5AjGjRuHyZMn49xzz613u2HDhqFz587G4/nz5yMnJwdHjhzBd999h5UrV9YZ7RBM3+bQoUNYvHgxVqxYYQkU5+Tk4LPPPkNNTY2xzOPx4LPPPsPvv/9+si+ZMXaaGTt2LEaMGIHbbrsNsiwDAO655x6kpqbi6aefrne7Xr16YciQIcbjTZs24eeff4bH48Evv/yCRYsWobCw8Kj71repqanB6tWrsWDBApSWlhrr/X4/Pv/8c0vwGAB++uknLFu27CReLWMniBiLMK/XSwMGDKCbbrqJfv31V7Lb7bRgwYKjbjNnzhyKj483Hs+YMYMSExNpyJAhNHjwYLrkkkvI6XTS7Nmz630OfZtBgwbRoEGDaPDgweRyuSzbZGZmUnR0NP32229ERHTgwAFKSkqil19++dReNGOMtRC33nor9evXj3Jzc6l169b05JNPHrV9Tk4OAaDs7GwiItq6dSsBoFGjRlG/fv3oL3/5C7ndbnr00UfrfQ59m5EjR1LPnj0pIyODXC4XPfbYY0abdevWkcPhoHnz5hERkcfjoQEDBtCNN94YhlfNGGMN45NPPiGXy0Xbt2+nK664gi688ELy+/1H3aZnz5703//+13jcrl07ysjIoC5dutAVV1xB7dq1o/PPP588Hk+9z9GuXTsaNmwYtWvXjkaOHEmtWrWiIUOGUFVVFRERVVZWUvfu3elvf/ubsc2DDz5InTp1orKyslN81Yyx08nhw4cpNTWVpkyZQrNmzaKoqCjauXPnUbeZPHkyXXjhhcbjiRMnUq9evahv376UkZFB5557LsXHx9Mvv/xS73NMnDiRevbsST169KBLLrmEzjzzTEpKSrJsE3xdW716NdlsNlq8ePEpvmrGjo0DtKxJ2LJlCzkcDkpJSaG77777mO1DBWgB0MyZM41lTz75JHXp0qXe59C3mTx5srHsxRdfpKSkJCotLTWWXXfddTRw4ECqra2liy++mIYPH06KopzYC2SMsRaqtLSU2rdvTykpKTRo0KBjBhLqC9Ded999RptvvvmGJEmiI0eOhHwOc1BX39+PP/5IgiDQhg0bjHZTp06llJQUys/Pp4ceeog6duxoub4zxlhTNGbMGEpJSaHY2Fj6448/jtk+VIB2wIABVFlZSURERUVFFBcXR5988km9z9GuXTtq27YtHTp0iIiIjhw5Qunp6TRlyhSjzbp168hut9P8+fNpyZIlZLPZaOXKlSf7Mhljp7Evv/ySHA4HxcXF0fTp04/ZPlSAVpIkWrt2rbHsuuuuo1GjRtX7HBMnTiQANGfOHGPZ7bffTgMGDDC+39fW1lL//v3p5ptvprKyMurcuTNNmDDhJF4hYyeOSxywJqFfv34YNmwYCgsL8fDDD5/Uc0RHR+PWW281Hg8dOhQ5OTnwer31biMIAiZOnGg8vu+++1BTU4OlS5cay959910cOnQI5557LrZs2YIPPvgAgiCc1DEyxlhLEx8fj9tvvx2FhYV46KGHIEnSST3P3Xffbfx76NChkGX5mMNmzfsbOnQozj33XMyZM8dYP2nSJPTt2xeXXnopXn/9dXz44Yf11jZnjLGm4oEHHkBhYSHGjBljKV1wIsaOHWuUkklKSsKZZ55ZZ9husFtvvRVpaWkAgNTUVNx55534/PPPjfUDBw7EU089hXHjxuG2227Do48+igsvvPCkjo8xdnobPXo02rZtC0mSMH78+JN6jrPPPhvnn3++8Xjo0KHHvM516tQJ1113nfF40qRJ2LRpE3777TcAgNPpxCeffIKvvvoKgwcPRkxMDKZNm3ZSx8fYieIALWsSFixYgKVLl6JPnz548MEHT+o5EhISLIFTp9MJIjpqgDY5OdkyUY3T6UTbtm2xb98+Y1liYiIeeughbN26FY888gjatm17UsfHGGMt0Z49e/DKK6/gzDPPxGOPPYbq6uqTep6kpCTj306nEwBQW1t71G06depkedy5c2fL9VsURTz99NPYtm0brrnmGkvtMsYYa4p8Ph8mTJiAM888Ex9++CE2btx4Us9jvqYC6nX1VK+pgHpjzO/3w+fz4d///vdJHRtjjE2bNg0VFRWIioo6au3ZownXdQ6A5VrXp08f3Hjjjdi6dSumTZtm9EsZa2gcoGURd+TIEYwfPx5PPPEE5s6di6VLl+KDDz5olH2Xl5dbJkAAgJKSEqSkpFiOb9q0aejTpw9ef/11YzIzxhg73fn9ftxyyy0YPnw4Vq9eDSLCI4880mj7D74eB1+/ZVnGpEmT0KdPH8ydOxebN29utGNjjLGT8eSTTyI/Px/Lli3DTTfdhNtuuw0ej6dR9n2sayoAPPvss4iKioLf78cbb7zRKMfFGGtZNm7ciMmTJ+O9995DZmYmXnjhhToTczeUUNc5AJZrXVZWFj766CP06dMHzz33nDGZGWMNjQO0LOLGjRuHbt264dFHH0X37t0xdepUTJgwAbm5uQ2+b6/Xi4ULFxqPf/75Z5SWlmLQoEGW4+vRowfWr1+P1NRUyzBcxhg7nT3zzDPYt28f3n//fURHR2PmzJl46623Gm2m27lz5xr/LigowMqVKy3DbZ9++mns27cPy5cvxw033ICbb775mJkVjDEWKatWrcILL7yAmTNnIjk5Ga+99hpKS0vxxBNPNMr+582bByIyHn/11VeWa+qqVavw/PPPY9asWXj77bfxz3/+E1u3bm2UY2OMtQw1NTW45ZZbcOutt+Lqq6/GiBEjcMcdd+C2225rlD7a1q1bLSW0vvrqKyQlJaFXr17G8d188824/fbbsWzZMmRnZ2PKlCkNflyMAYAt0gfATm9vvfUWfv75Z2zevNmoI3jffffh66+/xrhx47BkyZIG3b/L5cI999yD7du3w2azYdq0abjrrrvQo0cPAMCbb76J5cuXY8uWLYiKisInn3yCs88+G7NmzbLUu2WMsdPN2rVrMWXKFMyfP9/IOhg8eDAmTJiAO++8E1u3brWUkGkIb7/9NqqqqtClSxe89dZbOOOMMzBmzBgAwJo1azBlyhR8++23SE5OxvTp0zFgwABMmjQJr7/+eoMeF2OMnaiKigqMHTsWf//735GRkQFArfGdmZmJv/zlLxg9ejQuuOCCBj2GPXv24Oqrr8Zf/vIXLFmyBFu2bMHMmTMBqKPObrnlFkyYMAHDhg0DAHz77be4+eabsW7dOh4CzBg7Lv/4xz/g9Xrx6quvGstefvllo1TWK6+80qD7j4+Px8iRI3HfffehsLAQ06ZNw0svvQS32w0AmDhxImRZxiuvvILo6Gj873//w9VXX43LLrsM5513XoMeG2OcQcsipra2FuvXr8eMGTMsEyAIgoAZM2YgKSkJmzZtCrlt+/btce211xqPO3fujKuuusrSJiUlBddffz3sdnu9x5CcnIylS5eisrISW7duxXPPPWcM16qpqcH69evxwQcfoGPHjgCAXr16ITMzE6tWrTpqbVvGGGvpvvnmG0yZMgUjR460LH/uuecwbNgwfPfddyG3i46OxvXXX28EbxMSEnD99dcjKirKaCOKIq6//nq0atXqqMfwww8/ICkpCevWrcMNN9yAH374AaIoGsc3bdo0XHrppQCA2NhYfPLJJygsLEReXt5Jv27GGGsIS5YswSWXXILnn3/esvzSSy/FlClTsGjRonq3vfzyy43kAgC46qqr6kwudvHFF6N///5HPYZp06bhyiuvxMaNG9GxY0esW7cOXbt2BQAsXrwYw4cPx3PPPWe0f+ONN3DWWWc12qgJxljzlpeXh+LiYnzyySeIiYkxlsfGxmLWrFk4fPgwjhw5EnLbvn37Yvjw4cbjs846C0OHDrW06dq1K6688sqjHsN5552HGTNmYP/+/cjNzcXs2bNx7733AgAOHDiAkpISfPLJJ8Yki5dffjmeffZZLFiw4GReMmMnRCDzOBbGTiMzZ87E448/3iilFBhjjIXPtm3b0K9fPxw8eBCtW7eO9OEwxlizl56ejmeffRa33357pA+FMcYaxD/+8Q9s27YNixcvjvShMBYSZ9AyxhhjjDHGGGOMMcZYhHANWnbaClUWgTHGWNMXqiwCY4yxkxeqLAJjjLUkZ511ljFvAmNNEZc4YIwxxhhjjDHGGGOMsQjhEgeMMcYYY4wxxhhjjDEWIRygZYwxxhhjjDHGGGOMsQjhAC1jjDHGGGOMMcYYY4xFCAdoGWOMMcYYY4wxxhhjLEI4QMsYY4wxxhhjjDHGGGMRwgFaxhhjjDHGGGOMMcYYixAO0DLGGGOMMcYYY4wxxliEcICWMcYYY4wxxhhjjDHGIoQDtIwxxhhjjDHGGGOMMRYh/x/0sRl042H3tAAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "with open_raw(experiment_id, DATA_DIR) as raw:\n", " grp = raw['pointcloud/op10']\n", " shape = (int(grp.attrs['y_shape']), int(grp.attrs['x_shape']))\n", " z_2d = grp['z'][:].reshape(shape)\n", " lumi_2d = grp['luminescence'][:].reshape(shape)\n", "\n", "visualize.plot_luminescence_processing(lumi_2d)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "d50248e0", "metadata": {}, "source": [ "The full comparison (the raw calibrated scan next to the cleaned, ICP-aligned point cloud) is drawn as soon as a processed pointcloud group exists for this experiment." ] }, { "cell_type": "code", "execution_count": 10, "id": "77555bc6", "metadata": { "execution": { "iopub.execute_input": "2026-08-28T20:48:25.037784Z", "iopub.status.busy": "2026-08-28T20:48:25.037664Z", "iopub.status.idle": "2026-08-28T20:48:25.041483Z", "shell.execute_reply": "2026-08-28T20:48:25.040969Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "no processed pointcloud for this experiment yet - run: rddac preprocess pointcloud --workers 8 (needs the simulations)\n" ] } ], "source": [ "with h5py.File(PROCESSED_DIR / f'{experiment_id:04d}.h5') as f:\n", " if 'pointcloud' in f:\n", " grp = f['pointcloud/op10']\n", " visualize.plot_pointcloud_processing(z_2d, lumi_2d, grp['z'][:], stats=dict(grp.attrs))\n", " plt.show()\n", " else:\n", " print('no processed pointcloud for this experiment yet - run: rddac preprocess pointcloud --workers 8 (needs the simulations)')" ] }, { "cell_type": "markdown", "id": "c67b3862", "metadata": {}, "source": [ "## 6. Stream the processed layer\n", "\n", "The processed files keep the raw HDF5 paths (`force/data`, `oil_thickness/data`, ...), so the Croissant manifest downloaded with the dataset (`DATA_DIR / 'metadata.json'`) describes both layers and every published view works on the processed directory. Switching is `data_dir=`; `source=` points at the local manifest so nothing is fetched." ] }, { "cell_type": "code", "execution_count": 11, "id": "fed6057a", "metadata": { "execution": { "iopub.execute_input": "2026-08-28T20:48:25.042951Z", "iopub.status.busy": "2026-08-28T20:48:25.042846Z", "iopub.status.idle": "2026-08-28T20:48:25.336259Z", "shell.execute_reply": "2026-08-28T20:48:25.335585Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "raw experiment 0000: force_data(1140, 8)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "processed experiment 0000: force_data(600, 8)\n" ] } ], "source": [ "from rddac.streaming import iter_view\n", "\n", "MANIFEST = DATA_DIR / 'metadata.json'\n", "for layer, directory in (('raw', DATA_DIR), ('processed', PROCESSED_DIR)):\n", " for rec in iter_view('force-curve', data_dir=directory, source=MANIFEST, sim_ids=[experiment_id]):\n", " print(f\"{layer:9s} experiment {rec['_sim_id']:04d}: force_data{rec['force_data'].shape}\")" ] }, { "cell_type": "markdown", "id": "52052938", "metadata": {}, "source": [ "## Where to go next\n", "\n", "- Everything from notebook 06 (custom views via `rddac.add_view`, `export_to_numpy`, `RDDACDataset`) applies to the processed layer unchanged: pass `data_dir=PROCESSED_DIR` and `source=MANIFEST`.\n", "- [Preprocessing documentation](https://rddac.readthedocs.io/en/latest/preprocessing/): schema, parameters, output-directory rules, and how to replace a stage with your own algorithm.\n", "- [Point Clouds](https://rddac.readthedocs.io/en/latest/preprocessing/pointcloud/): the full pipeline and the held-out quality numbers of the fin classifier.\n" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (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": "3.11.14" } }, "nbformat": 4, "nbformat_minor": 5 }