From 368d7f7e8a4f996550ef9c919132ceac73bbc05e Mon Sep 17 00:00:00 2001 From: Tomoki UDA Date: Mon, 8 Sep 2025 00:21:30 +0900 Subject: [PATCH 1/9] Compare ODE and Ogita-only tracking --- notebooks/large_matrix_tracking_demo.ipynb | 475 +++++++++++++++++++++ 1 file changed, 475 insertions(+) create mode 100644 notebooks/large_matrix_tracking_demo.ipynb diff --git a/notebooks/large_matrix_tracking_demo.ipynb b/notebooks/large_matrix_tracking_demo.ipynb new file mode 100644 index 0000000..5e35d12 --- /dev/null +++ b/notebooks/large_matrix_tracking_demo.ipynb @@ -0,0 +1,475 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "6515577b", + "metadata": { + "papermill": { + "duration": 0.0031, + "end_time": "2025-09-07T15:10:11.348113", + "exception": false, + "start_time": "2025-09-07T15:10:11.345013", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "# 高次元行列での固有対追跡デモンストレーション\n", + "\n", + "このノートブックでは、次元 20 の行列族に対して固有対追跡を行い、\n", + "単純な並び替え補正と Ogita-Aishima 法の性能を比較します。" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "cf65d794", + "metadata": { + "execution": { + "iopub.execute_input": "2025-09-07T15:10:11.354045Z", + "iopub.status.busy": "2025-09-07T15:10:11.353723Z", + "iopub.status.idle": "2025-09-07T15:10:12.550531Z", + "shell.execute_reply": "2025-09-07T15:10:12.549764Z" + }, + "papermill": { + "duration": 1.201479, + "end_time": "2025-09-07T15:10:12.552187", + "exception": false, + "start_time": "2025-09-07T15:10:11.350708", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from time import time\n", + "from eigenpairflow import eigenpairtrack\n", + "from eigenpairflow.correction import ogita_aishima_refinement" + ] + }, + { + "cell_type": "markdown", + "id": "ac1a0168", + "metadata": { + "papermill": { + "duration": 0.002452, + "end_time": "2025-09-07T15:10:12.557450", + "exception": false, + "start_time": "2025-09-07T15:10:12.554998", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## 問題設定\n", + "\n", + "2 つのランダムな対称行列 $A_0, A_1$ を線形補間して $A(t)$ を構成します。\n", + "固有値は $t=0$ で昇順,$t=1$ で降順になっており,途中で複雑に交差します。" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "72e19265", + "metadata": { + "execution": { + "iopub.execute_input": "2025-09-07T15:10:12.563101Z", + "iopub.status.busy": "2025-09-07T15:10:12.562737Z", + "iopub.status.idle": "2025-09-07T15:10:12.569730Z", + "shell.execute_reply": "2025-09-07T15:10:12.569047Z" + }, + "papermill": { + "duration": 0.011202, + "end_time": "2025-09-07T15:10:12.570857", + "exception": false, + "start_time": "2025-09-07T15:10:12.559655", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "n = 20\n", + "np.random.seed(0)\n", + "Q0, _ = np.linalg.qr(np.random.randn(n, n))\n", + "Q1, _ = np.linalg.qr(np.random.randn(n, n))\n", + "\n", + "# 固有値を反転させて交差を作る\n", + "eigvals0 = np.linspace(1, n, n)\n", + "eigvals1 = eigvals0[::-1]\n", + "\n", + "A0 = Q0 @ np.diag(eigvals0) @ Q0.T\n", + "A1 = Q1 @ np.diag(eigvals1) @ Q1.T\n", + "\n", + "def A_func(t):\n", + " \"\"\"補間された対称行列 A(t) を返す。\"\"\"\n", + " return (1 - t) * A0 + t * A1\n", + "\n", + "def dA_func(t):\n", + " \"\"\"A(t) の t に関する導関数を返す。\"\"\"\n", + " return A1 - A0\n", + "\n", + "t_eval = np.linspace(0, 1, 20)\n" + ] + }, + { + "cell_type": "markdown", + "id": "5293cf4d", + "metadata": { + "papermill": { + "duration": 0.001899, + "end_time": "2025-09-07T15:10:12.574723", + "exception": false, + "start_time": "2025-09-07T15:10:12.572824", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## 補正なしで追跡" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "3e602d19", + "metadata": { + "execution": { + "iopub.execute_input": "2025-09-07T15:10:12.579659Z", + "iopub.status.busy": "2025-09-07T15:10:12.579434Z", + "iopub.status.idle": "2025-09-07T15:10:33.106818Z", + "shell.execute_reply": "2025-09-07T15:10:33.105984Z" + }, + "papermill": { + "duration": 20.531337, + "end_time": "2025-09-07T15:10:33.108077", + "exception": false, + "start_time": "2025-09-07T15:10:12.576740", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "start = time()\n", + "results_none = eigenpairtrack(\n", + " A_func,\n", + " dA_func,\n", + " (0.0, 1.0),\n", + " t_eval,\n", + " correction_method=None,\n", + ")\n", + "elapsed_none = time() - start\n" + ] + }, + { + "cell_type": "markdown", + "id": "f05c58e8", + "metadata": { + "papermill": { + "duration": 0.002212, + "end_time": "2025-09-07T15:10:33.115578", + "exception": false, + "start_time": "2025-09-07T15:10:33.113366", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## 並び替えマッチング補正" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "03fd4f1f", + "metadata": { + "execution": { + "iopub.execute_input": "2025-09-07T15:10:33.126823Z", + "iopub.status.busy": "2025-09-07T15:10:33.125772Z", + "iopub.status.idle": "2025-09-07T15:10:53.595780Z", + "shell.execute_reply": "2025-09-07T15:10:53.595031Z" + }, + "papermill": { + "duration": 20.479148, + "end_time": "2025-09-07T15:10:53.596892", + "exception": false, + "start_time": "2025-09-07T15:10:33.117744", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "start = time()\n", + "results_match = eigenpairtrack(\n", + " A_func,\n", + " dA_func,\n", + " (0.0, 1.0),\n", + " t_eval,\n", + " correction_method=\"matching\",\n", + ")\n", + "elapsed_match = time() - start\n" + ] + }, + { + "cell_type": "markdown", + "id": "d9701734", + "metadata": { + "papermill": { + "duration": 0.002146, + "end_time": "2025-09-07T15:10:53.603612", + "exception": false, + "start_time": "2025-09-07T15:10:53.601466", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Ogita-Aishima 補正" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "5af53cde", + "metadata": { + "execution": { + "iopub.execute_input": "2025-09-07T15:10:53.608747Z", + "iopub.status.busy": "2025-09-07T15:10:53.608510Z", + "iopub.status.idle": "2025-09-07T15:11:16.034294Z", + "shell.execute_reply": "2025-09-07T15:11:16.033548Z" + }, + "papermill": { + "duration": 22.430168, + "end_time": "2025-09-07T15:11:16.035737", + "exception": false, + "start_time": "2025-09-07T15:10:53.605569", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "start = time()\n", + "results_ogita = eigenpairtrack(\n", + " A_func,\n", + " dA_func,\n", + " (0.0, 1.0),\n", + " t_eval,\n", + " correction_method=\"ogita_aishima\",\n", + ")\n", + "elapsed_ogita = time() - start\n" + ] + }, + { + "cell_type": "markdown", + "id": "8ae5c781", + "metadata": { + "papermill": { + "duration": 0.001984, + "end_time": "2025-09-07T15:11:16.040215", + "exception": false, + "start_time": "2025-09-07T15:11:16.038231", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Ogita-Aishima のみで追跡(ODE ソルバーなし)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "748f28a6", + "metadata": { + "execution": { + "iopub.execute_input": "2025-09-07T15:11:16.047092Z", + "iopub.status.busy": "2025-09-07T15:11:16.046839Z", + "iopub.status.idle": "2025-09-07T15:11:16.088926Z", + "shell.execute_reply": "2025-09-07T15:11:16.087981Z" + }, + "papermill": { + "duration": 0.046365, + "end_time": "2025-09-07T15:11:16.090497", + "exception": false, + "start_time": "2025-09-07T15:11:16.044132", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "start = time()\n", + "\n", + "def track_with_ogita_only(A_func, t_eval):\n", + " \"\"\"ODE ソルバーを使わずに荻田-青島法だけで固有対を追跡する。\"\"\"\n", + " Qs = []\n", + " Ds = []\n", + " t0 = t_eval[0]\n", + " A0 = A_func(t0)\n", + " eigvals0, Q0 = np.linalg.eigh(A0)\n", + " idx = np.argsort(eigvals0)\n", + " Q_prev = Q0[:, idx]\n", + " D_prev = np.diag(eigvals0[idx])\n", + " Qs.append(Q_prev)\n", + " Ds.append(D_prev)\n", + " for t in t_eval[1:]:\n", + " A_t = A_func(t)\n", + " Q_prev, D_prev = ogita_aishima_refinement(A_t, Q_prev)\n", + " Qs.append(Q_prev)\n", + " Ds.append(D_prev)\n", + " return Qs, Ds\n", + "\n", + "Qs_ogita_only, Ds_ogita_only = track_with_ogita_only(A_func, t_eval)\n", + "elapsed_ogita_only = time() - start\n" + ] + }, + { + "cell_type": "markdown", + "id": "baa2ea2e", + "metadata": { + "papermill": { + "duration": 0.00308, + "end_time": "2025-09-07T15:11:16.097180", + "exception": false, + "start_time": "2025-09-07T15:11:16.094100", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## 誤差と計算時間の比較" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "524e65ad", + "metadata": { + "execution": { + "iopub.execute_input": "2025-09-07T15:11:16.104610Z", + "iopub.status.busy": "2025-09-07T15:11:16.104305Z", + "iopub.status.idle": "2025-09-07T15:11:16.488984Z", + "shell.execute_reply": "2025-09-07T15:11:16.488321Z" + }, + "papermill": { + "duration": 0.390151, + "end_time": "2025-09-07T15:11:16.490422", + "exception": false, + "start_time": "2025-09-07T15:11:16.100271", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "補正なし: 20.52s, 最終誤差 8.97e-11\n", + "並び替えマッチング: 20.47s, 最終誤差 1.31e-13\n", + "Ogita-Aishima: 22.42s, 最終誤差 5.54e-14\n", + "Ogitaのみ: 0.04s, 最終誤差 2.51e+00\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/root/.pyenv/versions/3.11.12/lib/python3.11/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 35036 (\\N{CJK UNIFIED IDEOGRAPH-88DC}) missing from font(s) DejaVu Sans.\n", + " fig.canvas.print_figure(bytes_io, **kw)\n", + "/root/.pyenv/versions/3.11.12/lib/python3.11/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 27491 (\\N{CJK UNIFIED IDEOGRAPH-6B63}) missing from font(s) DejaVu Sans.\n", + " fig.canvas.print_figure(bytes_io, **kw)\n", + 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "norm_errors_ogita_only = []\n", + "for t, Q, D in zip(t_eval, Qs_ogita_only, Ds_ogita_only):\n", + " A_t = A_func(t)\n", + " norm_errors_ogita_only.append(np.linalg.norm(A_t - Q @ D @ Q.T, 'fro'))\n", + "\n", + "print(f\"補正なし: {elapsed_none:.2f}s, 最終誤差 {results_none.norm_errors[-1]:.2e}\")\n", + "print(f\"並び替えマッチング: {elapsed_match:.2f}s, 最終誤差 {results_match.norm_errors[-1]:.2e}\")\n", + "print(f\"Ogita-Aishima: {elapsed_ogita:.2f}s, 最終誤差 {results_ogita.norm_errors[-1]:.2e}\")\n", + "print(f\"Ogitaのみ: {elapsed_ogita_only:.2f}s, 最終誤差 {norm_errors_ogita_only[-1]:.2e}\")\n", + "\n", + "plt.figure(figsize=(10,6))\n", + "plt.plot(results_none.t_eval, results_none.norm_errors, label=\"補正なし\")\n", + "plt.plot(results_match.t_eval, results_match.norm_errors, label=\"マッチング\")\n", + "plt.plot(results_ogita.t_eval, results_ogita.norm_errors, label=\"Ogita-Aishima\")\n", + "plt.plot(t_eval, norm_errors_ogita_only, label=\"Ogitaのみ\")\n", + "plt.yscale(\"log\")\n", + "plt.xlabel(\"t\")\n", + "plt.ylabel(r\"$\\|A(t) - Q(t)D(t)Q(t)^T\\|_F$\")\n", + "plt.legend()\n", + "plt.show()\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.11.12" + }, + "papermill": { + "default_parameters": {}, + "duration": 66.565997, + "end_time": "2025-09-07T15:11:16.813977", + "environment_variables": {}, + "exception": null, + "input_path": "notebooks/large_matrix_tracking_demo.ipynb", + "output_path": "notebooks/large_matrix_tracking_demo.ipynb", + "parameters": {}, + "start_time": "2025-09-07T15:10:10.247980", + "version": "2.6.0" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} \ No newline at end of file From aad31dc931ae70dffa8f9a428caa91129d1f875f Mon Sep 17 00:00:00 2001 From: Tomoki UDA Date: Mon, 8 Sep 2025 02:02:32 +0900 Subject: [PATCH 2/9] refine ogita-only tracker with euler prediction --- notebooks/large_matrix_tracking_demo.ipynb | 244 +++++++++++++-------- 1 file changed, 156 insertions(+), 88 deletions(-) diff --git a/notebooks/large_matrix_tracking_demo.ipynb b/notebooks/large_matrix_tracking_demo.ipynb index 5e35d12..f9df80a 100644 --- a/notebooks/large_matrix_tracking_demo.ipynb +++ b/notebooks/large_matrix_tracking_demo.ipynb @@ -5,10 +5,10 @@ "id": "6515577b", "metadata": { "papermill": { - "duration": 0.0031, - "end_time": "2025-09-07T15:10:11.348113", + "duration": 0.004422, + "end_time": "2025-09-07T15:42:26.662507", "exception": false, - "start_time": "2025-09-07T15:10:11.345013", + "start_time": "2025-09-07T15:42:26.658085", "status": "completed" }, "tags": [] @@ -26,16 +26,16 @@ "id": "cf65d794", "metadata": { "execution": { - "iopub.execute_input": "2025-09-07T15:10:11.354045Z", - "iopub.status.busy": "2025-09-07T15:10:11.353723Z", - "iopub.status.idle": "2025-09-07T15:10:12.550531Z", - "shell.execute_reply": "2025-09-07T15:10:12.549764Z" + "iopub.execute_input": "2025-09-07T15:42:26.671922Z", + "iopub.status.busy": "2025-09-07T15:42:26.671549Z", + "iopub.status.idle": "2025-09-07T15:42:27.664840Z", + "shell.execute_reply": "2025-09-07T15:42:27.663376Z" }, "papermill": { - "duration": 1.201479, - "end_time": "2025-09-07T15:10:12.552187", + "duration": 1.000485, + "end_time": "2025-09-07T15:42:27.667159", "exception": false, - "start_time": "2025-09-07T15:10:11.350708", + "start_time": "2025-09-07T15:42:26.666674", "status": "completed" }, "tags": [] @@ -46,7 +46,8 @@ "import matplotlib.pyplot as plt\n", "from time import time\n", "from eigenpairflow import eigenpairtrack\n", - "from eigenpairflow.correction import ogita_aishima_refinement" + "from eigenpairflow.correction import ogita_aishima_refinement\n", + "from eigenpairflow.ode import symmetric_ode_derivative\n" ] }, { @@ -54,10 +55,10 @@ "id": "ac1a0168", "metadata": { "papermill": { - "duration": 0.002452, - "end_time": "2025-09-07T15:10:12.557450", + "duration": 0.003583, + "end_time": "2025-09-07T15:42:27.674510", "exception": false, - "start_time": "2025-09-07T15:10:12.554998", + "start_time": "2025-09-07T15:42:27.670927", "status": "completed" }, "tags": [] @@ -75,16 +76,16 @@ "id": "72e19265", "metadata": { "execution": { - "iopub.execute_input": "2025-09-07T15:10:12.563101Z", - "iopub.status.busy": "2025-09-07T15:10:12.562737Z", - "iopub.status.idle": "2025-09-07T15:10:12.569730Z", - "shell.execute_reply": "2025-09-07T15:10:12.569047Z" + "iopub.execute_input": "2025-09-07T15:42:27.682426Z", + "iopub.status.busy": "2025-09-07T15:42:27.681886Z", + "iopub.status.idle": "2025-09-07T15:42:27.694528Z", + "shell.execute_reply": "2025-09-07T15:42:27.692983Z" }, "papermill": { - "duration": 0.011202, - "end_time": "2025-09-07T15:10:12.570857", + "duration": 0.01904, + "end_time": "2025-09-07T15:42:27.696383", "exception": false, - "start_time": "2025-09-07T15:10:12.559655", + "start_time": "2025-09-07T15:42:27.677343", "status": "completed" }, "tags": [] @@ -119,10 +120,10 @@ "id": "5293cf4d", "metadata": { "papermill": { - "duration": 0.001899, - "end_time": "2025-09-07T15:10:12.574723", + "duration": 0.003494, + "end_time": "2025-09-07T15:42:27.703707", "exception": false, - "start_time": "2025-09-07T15:10:12.572824", + "start_time": "2025-09-07T15:42:27.700213", "status": "completed" }, "tags": [] @@ -137,16 +138,16 @@ "id": "3e602d19", "metadata": { "execution": { - "iopub.execute_input": "2025-09-07T15:10:12.579659Z", - "iopub.status.busy": "2025-09-07T15:10:12.579434Z", - "iopub.status.idle": "2025-09-07T15:10:33.106818Z", - "shell.execute_reply": "2025-09-07T15:10:33.105984Z" + "iopub.execute_input": "2025-09-07T15:42:27.711859Z", + "iopub.status.busy": "2025-09-07T15:42:27.711445Z", + "iopub.status.idle": "2025-09-07T15:42:55.827318Z", + "shell.execute_reply": "2025-09-07T15:42:55.825961Z" }, "papermill": { - "duration": 20.531337, - "end_time": "2025-09-07T15:10:33.108077", + "duration": 28.122341, + "end_time": "2025-09-07T15:42:55.829183", "exception": false, - "start_time": "2025-09-07T15:10:12.576740", + "start_time": "2025-09-07T15:42:27.706842", "status": "completed" }, "tags": [] @@ -169,10 +170,10 @@ "id": "f05c58e8", "metadata": { "papermill": { - "duration": 0.002212, - "end_time": "2025-09-07T15:10:33.115578", + "duration": 0.003555, + "end_time": "2025-09-07T15:42:55.845262", "exception": false, - "start_time": "2025-09-07T15:10:33.113366", + "start_time": "2025-09-07T15:42:55.841707", "status": "completed" }, "tags": [] @@ -187,16 +188,16 @@ "id": "03fd4f1f", "metadata": { "execution": { - "iopub.execute_input": "2025-09-07T15:10:33.126823Z", - "iopub.status.busy": "2025-09-07T15:10:33.125772Z", - "iopub.status.idle": "2025-09-07T15:10:53.595780Z", - "shell.execute_reply": "2025-09-07T15:10:53.595031Z" + "iopub.execute_input": "2025-09-07T15:42:55.861086Z", + "iopub.status.busy": "2025-09-07T15:42:55.860646Z", + "iopub.status.idle": "2025-09-07T15:43:22.874906Z", + "shell.execute_reply": "2025-09-07T15:43:22.873769Z" }, "papermill": { - "duration": 20.479148, - "end_time": "2025-09-07T15:10:53.596892", + "duration": 27.025084, + "end_time": "2025-09-07T15:43:22.877287", "exception": false, - "start_time": "2025-09-07T15:10:33.117744", + "start_time": "2025-09-07T15:42:55.852203", "status": "completed" }, "tags": [] @@ -219,10 +220,10 @@ "id": "d9701734", "metadata": { "papermill": { - "duration": 0.002146, - "end_time": "2025-09-07T15:10:53.603612", + "duration": 0.003546, + "end_time": "2025-09-07T15:43:22.906267", "exception": false, - "start_time": "2025-09-07T15:10:53.601466", + "start_time": "2025-09-07T15:43:22.902721", "status": "completed" }, "tags": [] @@ -237,16 +238,16 @@ "id": "5af53cde", "metadata": { "execution": { - "iopub.execute_input": "2025-09-07T15:10:53.608747Z", - "iopub.status.busy": "2025-09-07T15:10:53.608510Z", - "iopub.status.idle": "2025-09-07T15:11:16.034294Z", - "shell.execute_reply": "2025-09-07T15:11:16.033548Z" + "iopub.execute_input": "2025-09-07T15:43:22.913878Z", + "iopub.status.busy": "2025-09-07T15:43:22.913435Z", + "iopub.status.idle": "2025-09-07T15:43:50.003960Z", + "shell.execute_reply": "2025-09-07T15:43:50.002895Z" }, "papermill": { - "duration": 22.430168, - "end_time": "2025-09-07T15:11:16.035737", + "duration": 27.096678, + "end_time": "2025-09-07T15:43:50.005921", "exception": false, - "start_time": "2025-09-07T15:10:53.605569", + "start_time": "2025-09-07T15:43:22.909243", "status": "completed" }, "tags": [] @@ -269,16 +270,54 @@ "id": "8ae5c781", "metadata": { "papermill": { - "duration": 0.001984, - "end_time": "2025-09-07T15:11:16.040215", + "duration": 0.003122, + "end_time": "2025-09-07T15:43:50.013181", "exception": false, - "start_time": "2025-09-07T15:11:16.038231", + "start_time": "2025-09-07T15:43:50.010059", "status": "completed" }, "tags": [] }, "source": [ - "## Ogita-Aishima のみで追跡(ODE ソルバーなし)" + "start = time()\n", + "\n", + "def track_with_ogita_only(A_func, dA_func, t_eval):\n", + " \"\"\"前進 Euler 法で初期近似を求めた後、荻田-青島法のみで固有対を追跡する。\"\"\"\n", + " Qs = []\n", + " Ds = []\n", + " t_prev = t_eval[0]\n", + " A_prev = A_func(t_prev)\n", + " eigvals0, Q0 = np.linalg.eigh(A_prev)\n", + " idx = np.argsort(eigvals0)\n", + " Q_prev = Q0[:, idx]\n", + " D_prev = np.diag(eigvals0[idx])\n", + " Qs.append(Q_prev)\n", + " Ds.append(D_prev)\n", + " n = A_prev.shape[0]\n", + " y_prev = np.concatenate([Q_prev.flatten(), np.diag(D_prev)])\n", + " for t in t_eval[1:]:\n", + " dt = t - t_prev\n", + " if np.all(np.isfinite(y_prev)):\n", + " try:\n", + " dydt = symmetric_ode_derivative(t_prev, y_prev, n, dA_func)\n", + " y_pred = y_prev + dt * dydt\n", + " Q_hat = y_pred[: n * n].reshape((n, n))\n", + " except Exception:\n", + " Q_hat = Q_prev\n", + " else:\n", + " Q_hat = Q_prev\n", + " if not np.all(np.isfinite(Q_hat)):\n", + " Q_hat = Q_prev\n", + " A_t = A_func(t)\n", + " Q_prev, D_prev = ogita_aishima_refinement(A_t, Q_hat)\n", + " Qs.append(Q_prev)\n", + " Ds.append(D_prev)\n", + " t_prev = t\n", + " y_prev = np.concatenate([Q_prev.flatten(), np.diag(D_prev)])\n", + " return Qs, Ds\n", + "\n", + "Qs_ogita_only, Ds_ogita_only = track_with_ogita_only(A_func, dA_func, t_eval)\n", + "elapsed_ogita_only = time() - start\n" ] }, { @@ -287,44 +326,73 @@ "id": "748f28a6", "metadata": { "execution": { - "iopub.execute_input": "2025-09-07T15:11:16.047092Z", - "iopub.status.busy": "2025-09-07T15:11:16.046839Z", - "iopub.status.idle": "2025-09-07T15:11:16.088926Z", - "shell.execute_reply": "2025-09-07T15:11:16.087981Z" + "iopub.execute_input": "2025-09-07T15:43:50.021193Z", + "iopub.status.busy": "2025-09-07T15:43:50.020860Z", + "iopub.status.idle": "2025-09-07T15:43:50.071470Z", + "shell.execute_reply": "2025-09-07T15:43:50.070081Z" }, "papermill": { - "duration": 0.046365, - "end_time": "2025-09-07T15:11:16.090497", + "duration": 0.057017, + "end_time": "2025-09-07T15:43:50.073239", "exception": false, - "start_time": "2025-09-07T15:11:16.044132", + "start_time": "2025-09-07T15:43:50.016222", "status": "completed" }, "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/workspace/EigenpairFlow/src/eigenpairflow/correction.py:164: RuntimeWarning: overflow encountered in matmul\n", + " X_new = X_new @ (Id + E_tilde)\n", + "/workspace/EigenpairFlow/src/eigenpairflow/correction.py:164: RuntimeWarning: invalid value encountered in matmul\n", + " X_new = X_new @ (Id + E_tilde)\n", + "/workspace/EigenpairFlow/src/eigenpairflow/correction.py:133: RuntimeWarning: invalid value encountered in matmul\n", + " S = X_new.T @ A @ X_new\n" + ] + } + ], "source": [ "start = time()\n", "\n", - "def track_with_ogita_only(A_func, t_eval):\n", - " \"\"\"ODE ソルバーを使わずに荻田-青島法だけで固有対を追跡する。\"\"\"\n", + "def track_with_ogita_only(A_func, dA_func, t_eval):\n", + " \"\"\"前進 Euler 法で初期近似を求めた後、荻田-青島法のみで固有対を追跡する。\"\"\"\n", " Qs = []\n", " Ds = []\n", - " t0 = t_eval[0]\n", - " A0 = A_func(t0)\n", - " eigvals0, Q0 = np.linalg.eigh(A0)\n", + " t_prev = t_eval[0]\n", + " A_prev = A_func(t_prev)\n", + " eigvals0, Q0 = np.linalg.eigh(A_prev)\n", " idx = np.argsort(eigvals0)\n", " Q_prev = Q0[:, idx]\n", " D_prev = np.diag(eigvals0[idx])\n", " Qs.append(Q_prev)\n", " Ds.append(D_prev)\n", + " n = A_prev.shape[0]\n", + " y_prev = np.concatenate([Q_prev.flatten(), np.diag(D_prev)])\n", " for t in t_eval[1:]:\n", + " dt = t - t_prev\n", + " if np.all(np.isfinite(y_prev)):\n", + " try:\n", + " dydt = symmetric_ode_derivative(t_prev, y_prev, n, dA_func)\n", + " y_pred = y_prev + dt * dydt\n", + " Q_hat = y_pred[: n * n].reshape((n, n))\n", + " except Exception:\n", + " Q_hat = Q_prev\n", + " else:\n", + " Q_hat = Q_prev\n", + " if not np.all(np.isfinite(Q_hat)):\n", + " Q_hat = Q_prev\n", " A_t = A_func(t)\n", - " Q_prev, D_prev = ogita_aishima_refinement(A_t, Q_prev)\n", + " Q_prev, D_prev = ogita_aishima_refinement(A_t, Q_hat)\n", " Qs.append(Q_prev)\n", " Ds.append(D_prev)\n", + " t_prev = t\n", + " y_prev = np.concatenate([Q_prev.flatten(), np.diag(D_prev)])\n", " return Qs, Ds\n", "\n", - "Qs_ogita_only, Ds_ogita_only = track_with_ogita_only(A_func, t_eval)\n", + "Qs_ogita_only, Ds_ogita_only = track_with_ogita_only(A_func, dA_func, t_eval)\n", "elapsed_ogita_only = time() - start\n" ] }, @@ -333,10 +401,10 @@ "id": "baa2ea2e", "metadata": { "papermill": { - "duration": 0.00308, - "end_time": "2025-09-07T15:11:16.097180", + "duration": 0.003161, + "end_time": "2025-09-07T15:43:50.080080", "exception": false, - "start_time": "2025-09-07T15:11:16.094100", + "start_time": "2025-09-07T15:43:50.076919", "status": "completed" }, "tags": [] @@ -351,16 +419,16 @@ "id": "524e65ad", "metadata": { "execution": { - "iopub.execute_input": "2025-09-07T15:11:16.104610Z", - "iopub.status.busy": "2025-09-07T15:11:16.104305Z", - "iopub.status.idle": "2025-09-07T15:11:16.488984Z", - "shell.execute_reply": "2025-09-07T15:11:16.488321Z" + "iopub.execute_input": "2025-09-07T15:43:50.103691Z", + "iopub.status.busy": "2025-09-07T15:43:50.103289Z", + "iopub.status.idle": "2025-09-07T15:43:50.654477Z", + "shell.execute_reply": "2025-09-07T15:43:50.653139Z" }, "papermill": { - "duration": 0.390151, - "end_time": "2025-09-07T15:11:16.490422", + "duration": 0.573419, + "end_time": "2025-09-07T15:43:50.656544", "exception": false, - "start_time": "2025-09-07T15:11:16.100271", + "start_time": "2025-09-07T15:43:50.083125", "status": "completed" }, "tags": [] @@ -370,10 +438,10 @@ "name": "stdout", "output_type": "stream", "text": [ - "補正なし: 20.52s, 最終誤差 8.97e-11\n", - "並び替えマッチング: 20.47s, 最終誤差 1.31e-13\n", - "Ogita-Aishima: 22.42s, 最終誤差 5.54e-14\n", - "Ogitaのみ: 0.04s, 最終誤差 2.51e+00\n" + "補正なし: 28.11s, 最終誤差 8.97e-11\n", + "並び替えマッチング: 27.01s, 最終誤差 1.31e-13\n", + "Ogita-Aishima: 27.07s, 最終誤差 5.54e-14\n", + "Ogitaのみ: 0.04s, 最終誤差 nan\n" ] }, { @@ -406,7 +474,7 @@ }, { "data": { - "image/png": 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", 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"text/plain": [ "
" ] @@ -459,14 +527,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 66.565997, - "end_time": "2025-09-07T15:11:16.813977", + "duration": 85.937586, + "end_time": "2025-09-07T15:43:51.084350", "environment_variables": {}, "exception": null, "input_path": "notebooks/large_matrix_tracking_demo.ipynb", "output_path": "notebooks/large_matrix_tracking_demo.ipynb", "parameters": {}, - "start_time": "2025-09-07T15:10:10.247980", + "start_time": "2025-09-07T15:42:25.146764", "version": "2.6.0" } }, From 042d686a294938aa0b3c9d5f262f16deb60326a9 Mon Sep 17 00:00:00 2001 From: Tomoki UDA Date: Mon, 8 Sep 2025 21:00:58 +0900 Subject: [PATCH 3/9] Handle clustered eigenvalues in Ogita-Aishima refinement --- src/eigenpairflow/correction.py | 46 ++++++++++++++++++++++++++------- 1 file changed, 36 insertions(+), 10 deletions(-) diff --git a/src/eigenpairflow/correction.py b/src/eigenpairflow/correction.py index a9698bc..1988062 100644 --- a/src/eigenpairflow/correction.py +++ b/src/eigenpairflow/correction.py @@ -3,6 +3,22 @@ from scipy.optimize import linear_sum_assignment +def _find_clusters(eigvals, delta): + """固有値の差が ``delta`` 未満である連続区間を検出する。""" + sorted_idx = np.argsort(eigvals) + clusters: list[list[int]] = [] + current = [sorted_idx[0]] if sorted_idx.size > 0 else [] + for idx in sorted_idx[1:]: + if abs(eigvals[idx] - eigvals[current[-1]]) < delta: + current.append(idx) + else: + clusters.append(current) + current = [idx] + if current: + clusters.append(current) + return clusters + + def match_decompositions( predicted_eigvals, predicted_eigvecs, exact_eigvals, exact_eigvecs ): @@ -108,20 +124,20 @@ def correct_trajectory(A_func, t_eval, Qs_ode, Lambdas_ode, method="matching"): def ogita_aishima_refinement(A, X_hat, max_iter=10, tol=1e-12, rho=1.0): """ - Refines a given approximate eigenvector matrix using the Ogita-Aishima method. - This implementation is vectorized for performance. + 荻田・相島の方法で近似固有ベクトルを改良する。 + 固有値が近接している場合には小さな部分空間で再対角化を行う。 Args: - A (np.ndarray): The target real symmetric matrix. - X_hat (np.ndarray): The approximate eigenvector matrix. - max_iter (int): Maximum number of iterations. - tol (float): Tolerance for convergence. - rho (float): Parameter to determine if eigenvalues are clustered. + A (np.ndarray): 対称行列。 + X_hat (np.ndarray): 初期固有ベクトル近似。 + max_iter (int): 最大反復回数。 + tol (float): 収束判定の許容誤差。 + rho (float): 固有値クラスタ判定に用いる係数。 Returns: tuple[np.ndarray, np.ndarray]: - - X_new: The refined eigenvector matrix. - - D_new: A diagonal matrix containing the refined eigenvalues. + - X_new: 改良された固有ベクトル。 + - D_new: 改良された固有値を対角に持つ行列。 """ n = A.shape[0] Id = np.eye(n) @@ -163,7 +179,17 @@ def ogita_aishima_refinement(A, X_hat, max_iter=10, tol=1e-12, rho=1.0): # 4. Update the solution X_new = X_new @ (Id + E_tilde) - # 5. Check for convergence + # 5. Additional refinement for clustered eigenvalues + clusters = _find_clusters(lambda_tilde, delta) + for cluster in clusters: + if len(cluster) > 1: + X_block = X_new[:, cluster] + X_block, _ = np.linalg.qr(X_block) + B = X_block.T @ A @ X_block + w, V = np.linalg.eigh(B) + X_new[:, cluster] = X_block @ V + + # 6. Check for convergence if np.linalg.norm(E_tilde) < tol: break From f118dfc2f1322f2b34eca112d3983a8a1846e74b Mon Sep 17 00:00:00 2001 From: Tomoki UDA Date: Mon, 8 Sep 2025 21:01:06 +0900 Subject: [PATCH 4/9] Remove epsilon heuristic from eigenvalue update --- src/eigenpairflow/correction.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/src/eigenpairflow/correction.py b/src/eigenpairflow/correction.py index 1988062..681dba5 100644 --- a/src/eigenpairflow/correction.py +++ b/src/eigenpairflow/correction.py @@ -151,7 +151,7 @@ def ogita_aishima_refinement(A, X_hat, max_iter=10, tol=1e-12, rho=1.0): # 2. Calculate approximate eigenvalues r_ii = np.diag(R) s_ii = np.diag(S) - lambda_tilde = s_ii / (1 - r_ii + 1e-15) + lambda_tilde = s_ii / (1 - r_ii) # 3. Calculate the correction matrix E_tilde (vectorized) s_off_diag = S - np.diag(s_ii) @@ -199,5 +199,8 @@ def ogita_aishima_refinement(A, X_hat, max_iter=10, tol=1e-12, rho=1.0): sort_indices = np.argsort(final_eigvals) D_new = np.diag(final_eigvals[sort_indices]) X_new = X_new[:, sort_indices] + dots = np.sum(X_hat[:, sort_indices] * X_new, axis=0) + signs = np.where(dots >= 0, 1.0, -1.0) + X_new = X_new * signs return X_new, D_new From 9fcd8b9897d2b2d187e1feb66fbef978575ab03f Mon Sep 17 00:00:00 2001 From: Tomoki UDA Date: Mon, 8 Sep 2025 21:10:14 +0900 Subject: [PATCH 5/9] Re-run large matrix tracking demo notebook --- notebooks/large_matrix_tracking_demo.ipynb | 171 ++++++++++----------- 1 file changed, 79 insertions(+), 92 deletions(-) diff --git a/notebooks/large_matrix_tracking_demo.ipynb b/notebooks/large_matrix_tracking_demo.ipynb index f9df80a..eaddf86 100644 --- a/notebooks/large_matrix_tracking_demo.ipynb +++ b/notebooks/large_matrix_tracking_demo.ipynb @@ -5,10 +5,10 @@ "id": "6515577b", "metadata": { "papermill": { - "duration": 0.004422, - "end_time": "2025-09-07T15:42:26.662507", + "duration": 0.003937, + "end_time": "2025-09-08T12:06:24.877459", "exception": false, - "start_time": "2025-09-07T15:42:26.658085", + "start_time": "2025-09-08T12:06:24.873522", "status": "completed" }, "tags": [] @@ -26,16 +26,16 @@ "id": "cf65d794", "metadata": { "execution": { - "iopub.execute_input": "2025-09-07T15:42:26.671922Z", - "iopub.status.busy": "2025-09-07T15:42:26.671549Z", - "iopub.status.idle": "2025-09-07T15:42:27.664840Z", - "shell.execute_reply": "2025-09-07T15:42:27.663376Z" + "iopub.execute_input": "2025-09-08T12:06:24.884163Z", + "iopub.status.busy": "2025-09-08T12:06:24.883831Z", + "iopub.status.idle": "2025-09-08T12:06:26.144073Z", + "shell.execute_reply": "2025-09-08T12:06:26.143099Z" }, "papermill": { - "duration": 1.000485, - "end_time": "2025-09-07T15:42:27.667159", + "duration": 1.265246, + "end_time": "2025-09-08T12:06:26.145639", "exception": false, - "start_time": "2025-09-07T15:42:26.666674", + "start_time": "2025-09-08T12:06:24.880393", "status": "completed" }, "tags": [] @@ -55,10 +55,10 @@ "id": "ac1a0168", "metadata": { "papermill": { - "duration": 0.003583, - "end_time": "2025-09-07T15:42:27.674510", + "duration": 0.002289, + "end_time": "2025-09-08T12:06:26.150783", "exception": false, - "start_time": "2025-09-07T15:42:27.670927", + "start_time": "2025-09-08T12:06:26.148494", "status": "completed" }, "tags": [] @@ -76,16 +76,16 @@ "id": "72e19265", "metadata": { "execution": { - "iopub.execute_input": "2025-09-07T15:42:27.682426Z", - "iopub.status.busy": "2025-09-07T15:42:27.681886Z", - "iopub.status.idle": "2025-09-07T15:42:27.694528Z", - "shell.execute_reply": "2025-09-07T15:42:27.692983Z" + "iopub.execute_input": "2025-09-08T12:06:26.156665Z", + "iopub.status.busy": "2025-09-08T12:06:26.156233Z", + "iopub.status.idle": "2025-09-08T12:06:26.163969Z", + "shell.execute_reply": "2025-09-08T12:06:26.163295Z" }, "papermill": { - "duration": 0.01904, - "end_time": "2025-09-07T15:42:27.696383", + "duration": 0.01207, + "end_time": "2025-09-08T12:06:26.165030", "exception": false, - "start_time": "2025-09-07T15:42:27.677343", + "start_time": "2025-09-08T12:06:26.152960", "status": "completed" }, "tags": [] @@ -120,10 +120,10 @@ "id": "5293cf4d", "metadata": { "papermill": { - "duration": 0.003494, - "end_time": "2025-09-07T15:42:27.703707", + "duration": 0.00203, + "end_time": "2025-09-08T12:06:26.169620", "exception": false, - "start_time": "2025-09-07T15:42:27.700213", + "start_time": "2025-09-08T12:06:26.167590", "status": "completed" }, "tags": [] @@ -138,16 +138,16 @@ "id": "3e602d19", "metadata": { "execution": { - "iopub.execute_input": "2025-09-07T15:42:27.711859Z", - "iopub.status.busy": "2025-09-07T15:42:27.711445Z", - "iopub.status.idle": "2025-09-07T15:42:55.827318Z", - "shell.execute_reply": "2025-09-07T15:42:55.825961Z" + "iopub.execute_input": 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}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/workspace/EigenpairFlow/src/eigenpairflow/correction.py:164: RuntimeWarning: overflow encountered in matmul\n", - " X_new = X_new @ (Id + E_tilde)\n", - "/workspace/EigenpairFlow/src/eigenpairflow/correction.py:164: RuntimeWarning: invalid value encountered in matmul\n", - " X_new = X_new @ (Id + E_tilde)\n", - "/workspace/EigenpairFlow/src/eigenpairflow/correction.py:133: RuntimeWarning: invalid value encountered in matmul\n", - " S = X_new.T @ A @ X_new\n" - ] - } - ], + "outputs": [], "source": [ "start = time()\n", "\n", @@ -401,10 +388,10 @@ "id": "baa2ea2e", "metadata": { "papermill": { - "duration": 0.003161, - "end_time": "2025-09-07T15:43:50.080080", + "duration": 0.002391, + "end_time": "2025-09-08T12:07:38.836502", "exception": false, - "start_time": "2025-09-07T15:43:50.076919", + "start_time": "2025-09-08T12:07:38.834111", "status": "completed" }, "tags": [] @@ -419,16 +406,16 @@ "id": "524e65ad", "metadata": { "execution": { - "iopub.execute_input": "2025-09-07T15:43:50.103691Z", - "iopub.status.busy": "2025-09-07T15:43:50.103289Z", - "iopub.status.idle": "2025-09-07T15:43:50.654477Z", - "shell.execute_reply": "2025-09-07T15:43:50.653139Z" + "iopub.execute_input": "2025-09-08T12:07:38.842225Z", + "iopub.status.busy": "2025-09-08T12:07:38.841963Z", + "iopub.status.idle": "2025-09-08T12:07:39.304969Z", + "shell.execute_reply": "2025-09-08T12:07:39.303902Z" }, "papermill": { - "duration": 0.573419, - "end_time": "2025-09-07T15:43:50.656544", + "duration": 0.467332, + "end_time": "2025-09-08T12:07:39.306232", "exception": false, - "start_time": "2025-09-07T15:43:50.083125", + "start_time": "2025-09-08T12:07:38.838900", "status": "completed" }, "tags": [] @@ -438,10 +425,10 @@ "name": "stdout", "output_type": "stream", "text": [ - "補正なし: 28.11s, 最終誤差 8.97e-11\n", - "並び替えマッチング: 27.01s, 最終誤差 1.31e-13\n", - "Ogita-Aishima: 27.07s, 最終誤差 5.54e-14\n", - "Ogitaのみ: 0.04s, 最終誤差 nan\n" + "補正なし: 25.10s, 最終誤差 8.97e-11\n", + "並び替えマッチング: 23.02s, 最終誤差 1.31e-13\n", + "Ogita-Aishima: 24.37s, 最終誤差 5.54e-14\n", + "Ogitaのみ: 0.11s, 最終誤差 6.68e-14\n" ] }, { @@ -474,7 +461,7 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -527,14 +514,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 85.937586, - "end_time": "2025-09-07T15:43:51.084350", + "duration": 75.973715, + "end_time": "2025-09-08T12:07:39.729899", "environment_variables": {}, "exception": null, "input_path": "notebooks/large_matrix_tracking_demo.ipynb", "output_path": "notebooks/large_matrix_tracking_demo.ipynb", "parameters": {}, - "start_time": "2025-09-07T15:42:25.146764", + "start_time": "2025-09-08T12:06:23.756184", "version": "2.6.0" } }, From 8ae91d0a1b9d67261325343f58acb596e79cc886 Mon Sep 17 00:00:00 2001 From: Tomoki UDA Date: Mon, 8 Sep 2025 21:21:24 +0900 Subject: [PATCH 6/9] Make clustered refinement test deterministic --- test/test_correction.py | 53 +++++++++++++++++++---------------------- 1 file changed, 24 insertions(+), 29 deletions(-) diff --git a/test/test_correction.py b/test/test_correction.py index 6dacd5a..d332cdb 100644 --- a/test/test_correction.py +++ b/test/test_correction.py @@ -3,49 +3,44 @@ from eigenpairflow.correction import ogita_aishima_refinement +def _residual_norm(A: np.ndarray, X: np.ndarray) -> float: + """固有値分解の残差ノルムを計算する。""" + D = np.diag(np.diag(X.T @ A @ X)) + return np.linalg.norm(A @ X - X @ D) + + def test_ogita_aishima_refinement_simple(): - # Create a random symmetric matrix + rng = np.random.default_rng(0) n = 5 - A = np.random.rand(n, n) + A = rng.standard_normal((n, n)) A = (A + A.T) / 2 - # Get the exact solution - exact_eigvals, exact_eigvecs = scipy.linalg.eigh(A) - - # Create a perturbed initial guess - X_hat = exact_eigvecs + np.random.rand(n, n) * 0.1 + # Exact eigenvectors for constructing a perturbed initial guess + _, exact_eigvecs = scipy.linalg.eigh(A) + X_hat = exact_eigvecs + rng.standard_normal((n, n)) * 0.1 - # Refine the solution X_refined, D_refined = ogita_aishima_refinement(A, X_hat) - # Check if the refined solution is closer to the exact solution - initial_error = np.linalg.norm(X_hat - exact_eigvecs) - refined_error = np.linalg.norm(X_refined - exact_eigvecs) + initial_residual = _residual_norm(A, X_hat) + refined_residual = np.linalg.norm(A @ X_refined - X_refined @ D_refined) - assert refined_error < initial_error + assert refined_residual < initial_residual def test_ogita_aishima_refinement_clustered(): - # Create a symmetric matrix with clustered eigenvalues n = 5 - A = np.diag([1.0, 1.0 + 1e-9, 3.0, 4.0, 5.0]) - - # Add some off-diagonal noise - noise = np.random.rand(n, n) * 1e-12 - noise = (noise + noise.T) / 2 - A = A + noise - - # Get the exact solution - exact_eigvals, exact_eigvecs = scipy.linalg.eigh(A) + A = np.diag([1.0, 1.0 + 1e-9, 3.0, 4.0, 5.0]).astype(float) + # deterministic tiny coupling for the first two eigenvalues + A[0, 1] = A[1, 0] = 1e-12 - # Create a perturbed initial guess - X_hat = exact_eigvecs + np.random.rand(n, n) * 0.1 + # Exact eigenvectors and a perturbed initial guess + _, exact_eigvecs = scipy.linalg.eigh(A) + rng = np.random.default_rng(0) + X_hat = exact_eigvecs + rng.standard_normal((n, n)) * 0.1 - # Refine the solution X_refined, D_refined = ogita_aishima_refinement(A, X_hat) - # Check if the refined solution is closer to the exact solution - initial_error = np.linalg.norm(X_hat - exact_eigvecs) - refined_error = np.linalg.norm(X_refined - exact_eigvecs) + initial_residual = _residual_norm(A, X_hat) + refined_residual = np.linalg.norm(A @ X_refined - X_refined @ D_refined) - assert refined_error < initial_error + assert refined_residual < initial_residual From bc9a5f634fc40b7ec44e769e5ac7aba4eb292094 Mon Sep 17 00:00:00 2001 From: Tomoki UDA Date: Mon, 8 Sep 2025 21:36:59 +0900 Subject: [PATCH 7/9] Translate demo notebook to English and update error metric --- notebooks/large_matrix_tracking_demo.ipynb | 286 ++++++++------------- 1 file changed, 103 insertions(+), 183 deletions(-) diff --git a/notebooks/large_matrix_tracking_demo.ipynb b/notebooks/large_matrix_tracking_demo.ipynb index eaddf86..aa938e3 100644 --- a/notebooks/large_matrix_tracking_demo.ipynb +++ b/notebooks/large_matrix_tracking_demo.ipynb @@ -5,19 +5,18 @@ "id": "6515577b", "metadata": { "papermill": { - "duration": 0.003937, - "end_time": "2025-09-08T12:06:24.877459", + "duration": 0.004768, + "end_time": "2025-09-08T12:33:02.850311", "exception": false, - "start_time": "2025-09-08T12:06:24.873522", + "start_time": "2025-09-08T12:33:02.845543", "status": "completed" }, "tags": [] }, "source": [ - "# 高次元行列での固有対追跡デモンストレーション\n", + "# Eigenpair tracking demonstration on a high-dimensional matrix path\n", "\n", - "このノートブックでは、次元 20 の行列族に対して固有対追跡を行い、\n", - "単純な並び替え補正と Ogita-Aishima 法の性能を比較します。" + "This notebook tracks eigenpairs along a 20-dimensional matrix path and compares correction strategies." ] }, { @@ -26,16 +25,16 @@ "id": "cf65d794", "metadata": { "execution": { - "iopub.execute_input": "2025-09-08T12:06:24.884163Z", - "iopub.status.busy": "2025-09-08T12:06:24.883831Z", - "iopub.status.idle": "2025-09-08T12:06:26.144073Z", - "shell.execute_reply": "2025-09-08T12:06:26.143099Z" + "iopub.execute_input": "2025-09-08T12:33:02.859112Z", + "iopub.status.busy": "2025-09-08T12:33:02.858664Z", + "iopub.status.idle": "2025-09-08T12:33:04.791582Z", + "shell.execute_reply": "2025-09-08T12:33:04.790072Z" }, "papermill": { - "duration": 1.265246, - "end_time": "2025-09-08T12:06:26.145639", + "duration": 1.939594, + "end_time": "2025-09-08T12:33:04.793912", "exception": false, - "start_time": "2025-09-08T12:06:24.880393", + "start_time": "2025-09-08T12:33:02.854318", "status": "completed" }, "tags": [] @@ -55,19 +54,18 @@ "id": "ac1a0168", "metadata": { "papermill": { - "duration": 0.002289, - "end_time": "2025-09-08T12:06:26.150783", + "duration": 0.003658, + "end_time": "2025-09-08T12:33:04.801439", "exception": false, - "start_time": "2025-09-08T12:06:26.148494", + "start_time": "2025-09-08T12:33:04.797781", "status": "completed" }, "tags": [] }, "source": [ - "## 問題設定\n", + "## Problem setup\n", "\n", - "2 つのランダムな対称行列 $A_0, A_1$ を線形補間して $A(t)$ を構成します。\n", - "固有値は $t=0$ で昇順,$t=1$ で降順になっており,途中で複雑に交差します。" + "Construct a matrix path $A(t)$ by linearly interpolating two random symmetric matrices $A_0$ and $A_1$." ] }, { @@ -76,16 +74,16 @@ "id": "72e19265", "metadata": { "execution": { - "iopub.execute_input": "2025-09-08T12:06:26.156665Z", - "iopub.status.busy": "2025-09-08T12:06:26.156233Z", - "iopub.status.idle": "2025-09-08T12:06:26.163969Z", - "shell.execute_reply": "2025-09-08T12:06:26.163295Z" + "iopub.execute_input": "2025-09-08T12:33:04.810320Z", + "iopub.status.busy": "2025-09-08T12:33:04.809759Z", + "iopub.status.idle": "2025-09-08T12:33:04.822104Z", + "shell.execute_reply": "2025-09-08T12:33:04.820606Z" }, "papermill": { - "duration": 0.01207, - "end_time": "2025-09-08T12:06:26.165030", + "duration": 0.019985, + "end_time": "2025-09-08T12:33:04.824718", "exception": false, - "start_time": "2025-09-08T12:06:26.152960", + "start_time": "2025-09-08T12:33:04.804733", "status": "completed" }, "tags": [] @@ -97,7 +95,7 @@ "Q0, _ = np.linalg.qr(np.random.randn(n, n))\n", "Q1, _ = np.linalg.qr(np.random.randn(n, n))\n", "\n", - "# 固有値を反転させて交差を作る\n", + "# flip eigenvalues to create crossings\n", "eigvals0 = np.linspace(1, n, n)\n", "eigvals1 = eigvals0[::-1]\n", "\n", @@ -105,11 +103,11 @@ "A1 = Q1 @ np.diag(eigvals1) @ Q1.T\n", "\n", "def A_func(t):\n", - " \"\"\"補間された対称行列 A(t) を返す。\"\"\"\n", + " \"\"\"Return the interpolated symmetric matrix A(t).\"\"\"\n", " return (1 - t) * A0 + t * A1\n", "\n", "def dA_func(t):\n", - " \"\"\"A(t) の t に関する導関数を返す。\"\"\"\n", + " \"\"\"Return the derivative of A(t) with respect to t.\"\"\"\n", " return A1 - A0\n", "\n", "t_eval = np.linspace(0, 1, 20)\n" @@ -120,16 +118,16 @@ "id": "5293cf4d", "metadata": { "papermill": { - "duration": 0.00203, - "end_time": "2025-09-08T12:06:26.169620", + "duration": 0.002986, + "end_time": "2025-09-08T12:33:04.831954", "exception": false, - "start_time": "2025-09-08T12:06:26.167590", + "start_time": "2025-09-08T12:33:04.828968", "status": "completed" }, "tags": [] }, "source": [ - "## 補正なしで追跡" + "## Tracking with solve_ivp" ] }, { @@ -138,16 +136,16 @@ "id": "3e602d19", "metadata": { "execution": { - "iopub.execute_input": "2025-09-08T12:06:26.175038Z", - "iopub.status.busy": "2025-09-08T12:06:26.174756Z", - "iopub.status.idle": "2025-09-08T12:06:51.280568Z", - "shell.execute_reply": "2025-09-08T12:06:51.279623Z" + "iopub.execute_input": "2025-09-08T12:33:04.840155Z", + "iopub.status.busy": "2025-09-08T12:33:04.839730Z", + "iopub.status.idle": "2025-09-08T12:33:30.644906Z", + "shell.execute_reply": "2025-09-08T12:33:30.643862Z" }, "papermill": { - "duration": 25.110324, - "end_time": "2025-09-08T12:06:51.282010", + "duration": 25.811605, + "end_time": "2025-09-08T12:33:30.646573", "exception": false, - "start_time": "2025-09-08T12:06:26.171686", + "start_time": "2025-09-08T12:33:04.834968", "status": "completed" }, "tags": [] @@ -170,16 +168,16 @@ "id": "f05c58e8", "metadata": { "papermill": { - "duration": 0.002195, - "end_time": "2025-09-08T12:06:51.286979", + "duration": 0.002847, + "end_time": "2025-09-08T12:33:30.656124", "exception": false, - "start_time": "2025-09-08T12:06:51.284784", + "start_time": "2025-09-08T12:33:30.653277", "status": "completed" }, "tags": [] }, "source": [ - "## 並び替えマッチング補正" + "## Matching + solve_ivp correction" ] }, { @@ -188,16 +186,16 @@ "id": "03fd4f1f", "metadata": { "execution": { - "iopub.execute_input": "2025-09-08T12:06:51.292097Z", - "iopub.status.busy": "2025-09-08T12:06:51.291849Z", - "iopub.status.idle": "2025-09-08T12:07:14.312656Z", - "shell.execute_reply": "2025-09-08T12:07:14.311530Z" + "iopub.execute_input": "2025-09-08T12:33:30.668651Z", + "iopub.status.busy": "2025-09-08T12:33:30.668259Z", + "iopub.status.idle": "2025-09-08T12:33:55.498153Z", + "shell.execute_reply": "2025-09-08T12:33:55.497092Z" }, "papermill": { - "duration": 23.024994, - "end_time": "2025-09-08T12:07:14.314023", + "duration": 24.837076, + "end_time": "2025-09-08T12:33:55.500799", "exception": false, - "start_time": "2025-09-08T12:06:51.289029", + "start_time": "2025-09-08T12:33:30.663723", "status": "completed" }, "tags": [] @@ -220,16 +218,16 @@ "id": "d9701734", "metadata": { "papermill": { - "duration": 0.002795, - "end_time": "2025-09-08T12:07:14.320489", + "duration": 0.002877, + "end_time": "2025-09-08T12:33:55.506970", "exception": false, - "start_time": "2025-09-08T12:07:14.317694", + "start_time": "2025-09-08T12:33:55.504093", "status": "completed" }, "tags": [] }, "source": [ - "## Ogita-Aishima 補正" + "## Ogita-Aishima + solve_ivp correction" ] }, { @@ -238,16 +236,16 @@ "id": "5af53cde", "metadata": { "execution": { - "iopub.execute_input": "2025-09-08T12:07:14.327014Z", - "iopub.status.busy": "2025-09-08T12:07:14.326706Z", - "iopub.status.idle": "2025-09-08T12:07:38.701837Z", - "shell.execute_reply": "2025-09-08T12:07:38.700869Z" + "iopub.execute_input": "2025-09-08T12:33:55.513899Z", + "iopub.status.busy": "2025-09-08T12:33:55.513589Z", + "iopub.status.idle": "2025-09-08T12:34:22.360960Z", + "shell.execute_reply": "2025-09-08T12:34:22.359762Z" }, "papermill": { - "duration": 24.38027, - "end_time": "2025-09-08T12:07:38.703435", + "duration": 26.853339, + "end_time": "2025-09-08T12:34:22.363144", "exception": false, - "start_time": "2025-09-08T12:07:14.323165", + "start_time": "2025-09-08T12:33:55.509805", "status": "completed" }, "tags": [] @@ -265,77 +263,22 @@ "elapsed_ogita = time() - start\n" ] }, - { - "cell_type": "markdown", - "id": "8ae5c781", - "metadata": { - "papermill": { - "duration": 0.002435, - "end_time": "2025-09-08T12:07:38.708619", - "exception": false, - "start_time": "2025-09-08T12:07:38.706184", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "start = time()\n", - "\n", - "def track_with_ogita_only(A_func, dA_func, t_eval):\n", - " \"\"\"前進 Euler 法で初期近似を求めた後、荻田-青島法のみで固有対を追跡する。\"\"\"\n", - " Qs = []\n", - " Ds = []\n", - " t_prev = t_eval[0]\n", - " A_prev = A_func(t_prev)\n", - " eigvals0, Q0 = np.linalg.eigh(A_prev)\n", - " idx = np.argsort(eigvals0)\n", - " Q_prev = Q0[:, idx]\n", - " D_prev = np.diag(eigvals0[idx])\n", - " Qs.append(Q_prev)\n", - " Ds.append(D_prev)\n", - " n = A_prev.shape[0]\n", - " y_prev = np.concatenate([Q_prev.flatten(), np.diag(D_prev)])\n", - " for t in t_eval[1:]:\n", - " dt = t - t_prev\n", - " if np.all(np.isfinite(y_prev)):\n", - " try:\n", - " dydt = symmetric_ode_derivative(t_prev, y_prev, n, dA_func)\n", - " y_pred = y_prev + dt * dydt\n", - " Q_hat = y_pred[: n * n].reshape((n, n))\n", - " except Exception:\n", - " Q_hat = Q_prev\n", - " else:\n", - " Q_hat = Q_prev\n", - " if not np.all(np.isfinite(Q_hat)):\n", - " Q_hat = Q_prev\n", - " A_t = A_func(t)\n", - " Q_prev, D_prev = ogita_aishima_refinement(A_t, Q_hat)\n", - " Qs.append(Q_prev)\n", - " Ds.append(D_prev)\n", - " t_prev = t\n", - " y_prev = np.concatenate([Q_prev.flatten(), np.diag(D_prev)])\n", - " return Qs, Ds\n", - "\n", - "Qs_ogita_only, Ds_ogita_only = track_with_ogita_only(A_func, dA_func, t_eval)\n", - "elapsed_ogita_only = time() - start\n" - ] - }, { "cell_type": "code", "execution_count": 6, "id": "748f28a6", "metadata": { "execution": { - "iopub.execute_input": "2025-09-08T12:07:38.714302Z", - "iopub.status.busy": "2025-09-08T12:07:38.714039Z", - "iopub.status.idle": "2025-09-08T12:07:38.829862Z", - "shell.execute_reply": "2025-09-08T12:07:38.829125Z" + "iopub.execute_input": "2025-09-08T12:34:22.372535Z", + "iopub.status.busy": "2025-09-08T12:34:22.372155Z", + "iopub.status.idle": "2025-09-08T12:34:22.523647Z", + "shell.execute_reply": "2025-09-08T12:34:22.522022Z" }, "papermill": { - "duration": 0.120584, - "end_time": "2025-09-08T12:07:38.831416", + "duration": 0.15901, + "end_time": "2025-09-08T12:34:22.526085", "exception": false, - "start_time": "2025-09-08T12:07:38.710832", + "start_time": "2025-09-08T12:34:22.367075", "status": "completed" }, "tags": [] @@ -345,7 +288,7 @@ "start = time()\n", "\n", "def track_with_ogita_only(A_func, dA_func, t_eval):\n", - " \"\"\"前進 Euler 法で初期近似を求めた後、荻田-青島法のみで固有対を追跡する。\"\"\"\n", + " \"\"\"Track eigenpairs using only the Ogita-Aishima method with a forward Euler predictor.\"\"\"\n", " Qs = []\n", " Ds = []\n", " t_prev = t_eval[0]\n", @@ -388,16 +331,16 @@ "id": "baa2ea2e", "metadata": { "papermill": { - "duration": 0.002391, - "end_time": "2025-09-08T12:07:38.836502", + "duration": 0.004622, + "end_time": "2025-09-08T12:34:22.536258", "exception": false, - "start_time": "2025-09-08T12:07:38.834111", + "start_time": "2025-09-08T12:34:22.531636", "status": "completed" }, "tags": [] }, "source": [ - "## 誤差と計算時間の比較" + "## Error and runtime comparison" ] }, { @@ -406,16 +349,16 @@ "id": "524e65ad", "metadata": { "execution": { - "iopub.execute_input": "2025-09-08T12:07:38.842225Z", - "iopub.status.busy": "2025-09-08T12:07:38.841963Z", - "iopub.status.idle": "2025-09-08T12:07:39.304969Z", - "shell.execute_reply": "2025-09-08T12:07:39.303902Z" + "iopub.execute_input": "2025-09-08T12:34:22.547183Z", + "iopub.status.busy": "2025-09-08T12:34:22.546769Z", + "iopub.status.idle": "2025-09-08T12:34:23.282363Z", + "shell.execute_reply": "2025-09-08T12:34:23.280856Z" }, "papermill": { - "duration": 0.467332, - "end_time": "2025-09-08T12:07:39.306232", + "duration": 0.743402, + "end_time": "2025-09-08T12:34:23.284263", "exception": false, - "start_time": "2025-09-08T12:07:38.838900", + "start_time": "2025-09-08T12:34:22.540861", "status": "completed" }, "tags": [] @@ -425,43 +368,15 @@ "name": "stdout", "output_type": "stream", "text": [ - "補正なし: 25.10s, 最終誤差 8.97e-11\n", - "並び替えマッチング: 23.02s, 最終誤差 1.31e-13\n", - "Ogita-Aishima: 24.37s, 最終誤差 5.54e-14\n", - "Ogitaのみ: 0.11s, 最終誤差 6.68e-14\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/root/.pyenv/versions/3.11.12/lib/python3.11/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 35036 (\\N{CJK UNIFIED IDEOGRAPH-88DC}) missing from font(s) DejaVu Sans.\n", - " fig.canvas.print_figure(bytes_io, **kw)\n", - "/root/.pyenv/versions/3.11.12/lib/python3.11/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 27491 (\\N{CJK UNIFIED IDEOGRAPH-6B63}) missing from font(s) DejaVu Sans.\n", - " fig.canvas.print_figure(bytes_io, **kw)\n", - "/root/.pyenv/versions/3.11.12/lib/python3.11/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 12394 (\\N{HIRAGANA LETTER NA}) missing from font(s) DejaVu Sans.\n", - " fig.canvas.print_figure(bytes_io, **kw)\n", - "/root/.pyenv/versions/3.11.12/lib/python3.11/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 12375 (\\N{HIRAGANA LETTER SI}) missing from font(s) DejaVu Sans.\n", - " fig.canvas.print_figure(bytes_io, **kw)\n", - "/root/.pyenv/versions/3.11.12/lib/python3.11/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 12510 (\\N{KATAKANA LETTER MA}) missing from font(s) DejaVu Sans.\n", - " fig.canvas.print_figure(bytes_io, **kw)\n", - "/root/.pyenv/versions/3.11.12/lib/python3.11/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 12483 (\\N{KATAKANA LETTER SMALL TU}) missing from font(s) DejaVu Sans.\n", - " fig.canvas.print_figure(bytes_io, **kw)\n", - "/root/.pyenv/versions/3.11.12/lib/python3.11/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 12481 (\\N{KATAKANA LETTER TI}) missing from font(s) DejaVu Sans.\n", - " fig.canvas.print_figure(bytes_io, **kw)\n", - "/root/.pyenv/versions/3.11.12/lib/python3.11/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 12531 (\\N{KATAKANA LETTER N}) missing from font(s) DejaVu Sans.\n", - " fig.canvas.print_figure(bytes_io, **kw)\n", - "/root/.pyenv/versions/3.11.12/lib/python3.11/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 12464 (\\N{KATAKANA LETTER GU}) missing from font(s) DejaVu Sans.\n", - " fig.canvas.print_figure(bytes_io, **kw)\n", - "/root/.pyenv/versions/3.11.12/lib/python3.11/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 12398 (\\N{HIRAGANA LETTER NO}) missing from font(s) DejaVu Sans.\n", - " fig.canvas.print_figure(bytes_io, **kw)\n", - "/root/.pyenv/versions/3.11.12/lib/python3.11/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 12415 (\\N{HIRAGANA LETTER MI}) missing from font(s) DejaVu Sans.\n", - " fig.canvas.print_figure(bytes_io, **kw)\n" + "solve_ivp: 25.80s, L1 error 5.45e-11\n", + "Matching + solve_ivp: 24.82s, L1 error 1.78e-13\n", + "Ogita-Aishima + solve_ivp: 26.84s, L1 error 9.45e-14\n", + "Ogita-Aishima + Euler: 0.12s, L1 error 1.16e-13\n" ] }, { "data": { - "image/png": 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", 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", 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" ] @@ -476,19 +391,24 @@ " A_t = A_func(t)\n", " norm_errors_ogita_only.append(np.linalg.norm(A_t - Q @ D @ Q.T, 'fro'))\n", "\n", - "print(f\"補正なし: {elapsed_none:.2f}s, 最終誤差 {results_none.norm_errors[-1]:.2e}\")\n", - "print(f\"並び替えマッチング: {elapsed_match:.2f}s, 最終誤差 {results_match.norm_errors[-1]:.2e}\")\n", - "print(f\"Ogita-Aishima: {elapsed_ogita:.2f}s, 最終誤差 {results_ogita.norm_errors[-1]:.2e}\")\n", - "print(f\"Ogitaのみ: {elapsed_ogita_only:.2f}s, 最終誤差 {norm_errors_ogita_only[-1]:.2e}\")\n", + "err_none = np.trapz(results_none.norm_errors, results_none.t_eval)\n", + "err_match = np.trapz(results_match.norm_errors, results_match.t_eval)\n", + "err_ogita = np.trapz(results_ogita.norm_errors, results_ogita.t_eval)\n", + "err_ogita_only = np.trapz(norm_errors_ogita_only, t_eval)\n", + "\n", + "print(f'solve_ivp: {elapsed_none:.2f}s, L1 error {err_none:.2e}')\n", + "print(f'Matching + solve_ivp: {elapsed_match:.2f}s, L1 error {err_match:.2e}')\n", + "print(f'Ogita-Aishima + solve_ivp: {elapsed_ogita:.2f}s, L1 error {err_ogita:.2e}')\n", + "print(f'Ogita-Aishima + Euler: {elapsed_ogita_only:.2f}s, L1 error {err_ogita_only:.2e}')\n", "\n", "plt.figure(figsize=(10,6))\n", - "plt.plot(results_none.t_eval, results_none.norm_errors, label=\"補正なし\")\n", - "plt.plot(results_match.t_eval, results_match.norm_errors, label=\"マッチング\")\n", - "plt.plot(results_ogita.t_eval, results_ogita.norm_errors, label=\"Ogita-Aishima\")\n", - "plt.plot(t_eval, norm_errors_ogita_only, label=\"Ogitaのみ\")\n", - "plt.yscale(\"log\")\n", - "plt.xlabel(\"t\")\n", - "plt.ylabel(r\"$\\|A(t) - Q(t)D(t)Q(t)^T\\|_F$\")\n", + "plt.plot(results_none.t_eval, results_none.norm_errors, label='solve_ivp')\n", + "plt.plot(results_match.t_eval, results_match.norm_errors, label='Matching + solve_ivp')\n", + "plt.plot(results_ogita.t_eval, results_ogita.norm_errors, label='Ogita-Aishima + solve_ivp')\n", + "plt.plot(t_eval, norm_errors_ogita_only, label='Ogita-Aishima + Euler')\n", + "plt.yscale('log')\n", + "plt.xlabel('t')\n", + "plt.ylabel(r'$\\|A(t) - Q(t)D(t)Q(t)^T\\|_F$')\n", "plt.legend()\n", "plt.show()\n" ] @@ -514,14 +434,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 75.973715, - "end_time": "2025-09-08T12:07:39.729899", + "duration": 82.444726, + "end_time": "2025-09-08T12:34:23.812186", "environment_variables": {}, "exception": null, "input_path": "notebooks/large_matrix_tracking_demo.ipynb", "output_path": "notebooks/large_matrix_tracking_demo.ipynb", "parameters": {}, - "start_time": "2025-09-08T12:06:23.756184", + "start_time": "2025-09-08T12:33:01.367460", "version": "2.6.0" } }, From 61323e08b50812a36b4498612c620239769268a7 Mon Sep 17 00:00:00 2001 From: Tomoki UDA Date: Mon, 8 Sep 2025 23:11:17 +0900 Subject: [PATCH 8/9] Avoid reordering in Ogita-Aishima refinement --- notebooks/large_matrix_tracking_demo.ipynb | 150 ++++++++++----------- src/eigenpairflow/correction.py | 10 +- 2 files changed, 79 insertions(+), 81 deletions(-) diff --git a/notebooks/large_matrix_tracking_demo.ipynb b/notebooks/large_matrix_tracking_demo.ipynb index aa938e3..a6698b0 100644 --- a/notebooks/large_matrix_tracking_demo.ipynb +++ b/notebooks/large_matrix_tracking_demo.ipynb @@ -5,10 +5,10 @@ "id": "6515577b", "metadata": { "papermill": { - "duration": 0.004768, - "end_time": "2025-09-08T12:33:02.850311", + "duration": 0.028561, + "end_time": "2025-09-08T14:05:33.346264", "exception": false, - "start_time": "2025-09-08T12:33:02.845543", + "start_time": "2025-09-08T14:05:33.317703", "status": "completed" }, "tags": [] @@ -25,16 +25,16 @@ "id": "cf65d794", "metadata": { "execution": { - "iopub.execute_input": "2025-09-08T12:33:02.859112Z", - "iopub.status.busy": "2025-09-08T12:33:02.858664Z", - "iopub.status.idle": "2025-09-08T12:33:04.791582Z", - "shell.execute_reply": "2025-09-08T12:33:04.790072Z" + "iopub.execute_input": "2025-09-08T14:05:33.352143Z", + "iopub.status.busy": "2025-09-08T14:05:33.351861Z", + "iopub.status.idle": "2025-09-08T14:05:33.936988Z", + "shell.execute_reply": "2025-09-08T14:05:33.936160Z" }, "papermill": { - "duration": 1.939594, - "end_time": "2025-09-08T12:33:04.793912", + "duration": 0.589617, + "end_time": "2025-09-08T14:05:33.938362", "exception": false, - "start_time": "2025-09-08T12:33:02.854318", + "start_time": "2025-09-08T14:05:33.348745", "status": "completed" }, "tags": [] @@ -54,10 +54,10 @@ "id": "ac1a0168", "metadata": { "papermill": { - "duration": 0.003658, - "end_time": "2025-09-08T12:33:04.801439", + "duration": 0.002058, + "end_time": "2025-09-08T14:05:33.943220", "exception": false, - "start_time": "2025-09-08T12:33:04.797781", + "start_time": "2025-09-08T14:05:33.941162", "status": "completed" }, "tags": [] @@ -74,16 +74,16 @@ "id": "72e19265", "metadata": { "execution": { - "iopub.execute_input": "2025-09-08T12:33:04.810320Z", - "iopub.status.busy": "2025-09-08T12:33:04.809759Z", - "iopub.status.idle": "2025-09-08T12:33:04.822104Z", - "shell.execute_reply": "2025-09-08T12:33:04.820606Z" + "iopub.execute_input": "2025-09-08T14:05:33.948364Z", + "iopub.status.busy": "2025-09-08T14:05:33.948075Z", + "iopub.status.idle": "2025-09-08T14:05:33.954973Z", + "shell.execute_reply": "2025-09-08T14:05:33.954358Z" }, "papermill": { - "duration": 0.019985, - "end_time": "2025-09-08T12:33:04.824718", + "duration": 0.010652, + "end_time": "2025-09-08T14:05:33.955906", "exception": false, - "start_time": "2025-09-08T12:33:04.804733", + "start_time": "2025-09-08T14:05:33.945254", "status": "completed" }, "tags": [] @@ -118,10 +118,10 @@ "id": "5293cf4d", "metadata": { "papermill": { - "duration": 0.002986, - "end_time": "2025-09-08T12:33:04.831954", + "duration": 0.00261, + "end_time": "2025-09-08T14:05:33.960600", "exception": false, - "start_time": "2025-09-08T12:33:04.828968", + "start_time": "2025-09-08T14:05:33.957990", "status": "completed" }, "tags": [] @@ -136,16 +136,16 @@ "id": "3e602d19", "metadata": { "execution": { - "iopub.execute_input": "2025-09-08T12:33:04.840155Z", - "iopub.status.busy": "2025-09-08T12:33:04.839730Z", - "iopub.status.idle": "2025-09-08T12:33:30.644906Z", - "shell.execute_reply": "2025-09-08T12:33:30.643862Z" + "iopub.execute_input": "2025-09-08T14:05:33.965343Z", + "iopub.status.busy": "2025-09-08T14:05:33.965138Z", + "iopub.status.idle": "2025-09-08T14:05:53.195596Z", + "shell.execute_reply": "2025-09-08T14:05:53.194332Z" }, "papermill": { - "duration": 25.811605, - "end_time": "2025-09-08T12:33:30.646573", + "duration": 19.234499, + "end_time": "2025-09-08T14:05:53.197027", "exception": false, - "start_time": "2025-09-08T12:33:04.834968", + "start_time": "2025-09-08T14:05:33.962528", "status": "completed" }, "tags": [] @@ -168,10 +168,10 @@ "id": "f05c58e8", "metadata": { "papermill": { - "duration": 0.002847, - "end_time": "2025-09-08T12:33:30.656124", + "duration": 0.003098, + "end_time": "2025-09-08T14:05:53.206342", "exception": false, - "start_time": "2025-09-08T12:33:30.653277", + "start_time": "2025-09-08T14:05:53.203244", "status": "completed" }, "tags": [] @@ -186,16 +186,16 @@ "id": "03fd4f1f", "metadata": { "execution": { - "iopub.execute_input": "2025-09-08T12:33:30.668651Z", - "iopub.status.busy": "2025-09-08T12:33:30.668259Z", - "iopub.status.idle": "2025-09-08T12:33:55.498153Z", - "shell.execute_reply": "2025-09-08T12:33:55.497092Z" + "iopub.execute_input": "2025-09-08T14:05:53.213826Z", + "iopub.status.busy": "2025-09-08T14:05:53.213563Z", + "iopub.status.idle": "2025-09-08T14:06:12.237093Z", + "shell.execute_reply": "2025-09-08T14:06:12.236309Z" }, "papermill": { - "duration": 24.837076, - "end_time": "2025-09-08T12:33:55.500799", + "duration": 19.028115, + "end_time": "2025-09-08T14:06:12.238643", "exception": false, - "start_time": "2025-09-08T12:33:30.663723", + "start_time": "2025-09-08T14:05:53.210528", "status": "completed" }, "tags": [] @@ -218,10 +218,10 @@ "id": "d9701734", "metadata": { "papermill": { - "duration": 0.002877, - "end_time": "2025-09-08T12:33:55.506970", + "duration": 0.003332, + "end_time": "2025-09-08T14:06:12.245831", "exception": false, - "start_time": "2025-09-08T12:33:55.504093", + "start_time": "2025-09-08T14:06:12.242499", "status": "completed" }, "tags": [] @@ -236,16 +236,16 @@ "id": "5af53cde", "metadata": { "execution": { - "iopub.execute_input": "2025-09-08T12:33:55.513899Z", - "iopub.status.busy": "2025-09-08T12:33:55.513589Z", - "iopub.status.idle": "2025-09-08T12:34:22.360960Z", - "shell.execute_reply": "2025-09-08T12:34:22.359762Z" + "iopub.execute_input": "2025-09-08T14:06:12.252882Z", + "iopub.status.busy": "2025-09-08T14:06:12.252615Z", + "iopub.status.idle": "2025-09-08T14:06:31.183224Z", + "shell.execute_reply": "2025-09-08T14:06:31.182364Z" }, "papermill": { - "duration": 26.853339, - "end_time": "2025-09-08T12:34:22.363144", + "duration": 18.935672, + "end_time": "2025-09-08T14:06:31.184531", "exception": false, - "start_time": "2025-09-08T12:33:55.509805", + "start_time": "2025-09-08T14:06:12.248859", "status": "completed" }, "tags": [] @@ -269,16 +269,16 @@ "id": "748f28a6", "metadata": { "execution": { - "iopub.execute_input": "2025-09-08T12:34:22.372535Z", - "iopub.status.busy": "2025-09-08T12:34:22.372155Z", - "iopub.status.idle": "2025-09-08T12:34:22.523647Z", - "shell.execute_reply": "2025-09-08T12:34:22.522022Z" + "iopub.execute_input": "2025-09-08T14:06:31.190158Z", + "iopub.status.busy": "2025-09-08T14:06:31.189949Z", + "iopub.status.idle": "2025-09-08T14:06:31.281295Z", + "shell.execute_reply": "2025-09-08T14:06:31.280550Z" }, "papermill": { - "duration": 0.15901, - "end_time": "2025-09-08T12:34:22.526085", + "duration": 0.095758, + "end_time": "2025-09-08T14:06:31.282763", "exception": false, - "start_time": "2025-09-08T12:34:22.367075", + "start_time": "2025-09-08T14:06:31.187005", "status": "completed" }, "tags": [] @@ -331,10 +331,10 @@ "id": "baa2ea2e", "metadata": { "papermill": { - "duration": 0.004622, - "end_time": "2025-09-08T12:34:22.536258", + "duration": 0.006468, + "end_time": "2025-09-08T14:06:31.291720", "exception": false, - "start_time": "2025-09-08T12:34:22.531636", + "start_time": "2025-09-08T14:06:31.285252", "status": "completed" }, "tags": [] @@ -349,16 +349,16 @@ "id": "524e65ad", "metadata": { "execution": { - "iopub.execute_input": "2025-09-08T12:34:22.547183Z", - "iopub.status.busy": "2025-09-08T12:34:22.546769Z", - "iopub.status.idle": "2025-09-08T12:34:23.282363Z", - "shell.execute_reply": "2025-09-08T12:34:23.280856Z" + "iopub.execute_input": "2025-09-08T14:06:31.297400Z", + "iopub.status.busy": "2025-09-08T14:06:31.297147Z", + "iopub.status.idle": "2025-09-08T14:06:31.769912Z", + "shell.execute_reply": "2025-09-08T14:06:31.768997Z" }, "papermill": { - "duration": 0.743402, - "end_time": "2025-09-08T12:34:23.284263", + "duration": 0.47746, + "end_time": "2025-09-08T14:06:31.771521", "exception": false, - "start_time": "2025-09-08T12:34:22.540861", + "start_time": "2025-09-08T14:06:31.294061", "status": "completed" }, "tags": [] @@ -368,15 +368,15 @@ "name": "stdout", "output_type": "stream", "text": [ - "solve_ivp: 25.80s, L1 error 5.45e-11\n", - "Matching + solve_ivp: 24.82s, L1 error 1.78e-13\n", - "Ogita-Aishima + solve_ivp: 26.84s, L1 error 9.45e-14\n", - "Ogita-Aishima + Euler: 0.12s, L1 error 1.16e-13\n" + "solve_ivp: 19.23s, L1 error 5.45e-11\n", + "Matching + solve_ivp: 19.02s, L1 error 1.78e-13\n", + "Ogita-Aishima + solve_ivp: 18.93s, L1 error 9.44e-14\n", + "Ogita-Aishima + Euler: 0.08s, L1 error 1.40e-13\n" ] }, { "data": { - "image/png": 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", + "image/png": 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" ] @@ -434,14 +434,14 @@ }, "papermill": { "default_parameters": {}, - "duration": 82.444726, - "end_time": "2025-09-08T12:34:23.812186", + "duration": 60.962913, + "end_time": "2025-09-08T14:06:32.092837", "environment_variables": {}, "exception": null, "input_path": "notebooks/large_matrix_tracking_demo.ipynb", "output_path": "notebooks/large_matrix_tracking_demo.ipynb", "parameters": {}, - "start_time": "2025-09-08T12:33:01.367460", + "start_time": "2025-09-08T14:05:31.129924", "version": "2.6.0" } }, diff --git a/src/eigenpairflow/correction.py b/src/eigenpairflow/correction.py index 681dba5..ce94152 100644 --- a/src/eigenpairflow/correction.py +++ b/src/eigenpairflow/correction.py @@ -4,7 +4,7 @@ def _find_clusters(eigvals, delta): - """固有値の差が ``delta`` 未満である連続区間を検出する。""" + """固有値を昇順に並べて差が ``delta`` 未満となるグループを検出する。""" sorted_idx = np.argsort(eigvals) clusters: list[list[int]] = [] current = [sorted_idx[0]] if sorted_idx.size > 0 else [] @@ -193,14 +193,12 @@ def ogita_aishima_refinement(A, X_hat, max_iter=10, tol=1e-12, rho=1.0): if np.linalg.norm(E_tilde) < tol: break - # Final calculation of eigenvalues and sorting + # Final calculation of eigenvalues without reordering S_final = X_new.T @ A @ X_new final_eigvals = np.diag(S_final) - sort_indices = np.argsort(final_eigvals) - D_new = np.diag(final_eigvals[sort_indices]) - X_new = X_new[:, sort_indices] - dots = np.sum(X_hat[:, sort_indices] * X_new, axis=0) + dots = np.sum(X_hat * X_new, axis=0) signs = np.where(dots >= 0, 1.0, -1.0) X_new = X_new * signs + D_new = np.diag(final_eigvals) return X_new, D_new From 7221fab95f0d5e5138cdd06ba969954a0bd0fb46 Mon Sep 17 00:00:00 2001 From: Tomoki Uda Date: Tue, 9 Sep 2025 00:06:38 +0900 Subject: [PATCH 9/9] modify notebook's example --- notebooks/large_matrix_tracking_demo.ipynb | 326 +++++++++++++-------- 1 file changed, 202 insertions(+), 124 deletions(-) diff --git a/notebooks/large_matrix_tracking_demo.ipynb b/notebooks/large_matrix_tracking_demo.ipynb index a6698b0..9852f59 100644 --- a/notebooks/large_matrix_tracking_demo.ipynb +++ b/notebooks/large_matrix_tracking_demo.ipynb @@ -5,10 +5,10 @@ "id": "6515577b", "metadata": { "papermill": { - "duration": 0.028561, - "end_time": "2025-09-08T14:05:33.346264", + "duration": 0.004768, + "end_time": "2025-09-08T12:33:02.850311", "exception": false, - "start_time": "2025-09-08T14:05:33.317703", + "start_time": "2025-09-08T12:33:02.845543", "status": "completed" }, "tags": [] @@ -24,17 +24,11 @@ "execution_count": 1, "id": "cf65d794", "metadata": { - "execution": { - "iopub.execute_input": "2025-09-08T14:05:33.352143Z", - "iopub.status.busy": "2025-09-08T14:05:33.351861Z", - "iopub.status.idle": "2025-09-08T14:05:33.936988Z", - "shell.execute_reply": "2025-09-08T14:05:33.936160Z" - }, "papermill": { - "duration": 0.589617, - "end_time": "2025-09-08T14:05:33.938362", + "duration": 1.939594, + "end_time": "2025-09-08T12:33:04.793912", "exception": false, - "start_time": "2025-09-08T14:05:33.348745", + "start_time": "2025-09-08T12:33:02.854318", "status": "completed" }, "tags": [] @@ -46,7 +40,7 @@ "from time import time\n", "from eigenpairflow import eigenpairtrack\n", "from eigenpairflow.correction import ogita_aishima_refinement\n", - "from eigenpairflow.ode import symmetric_ode_derivative\n" + "from eigenpairflow.ode import symmetric_ode_derivative" ] }, { @@ -54,10 +48,10 @@ "id": "ac1a0168", "metadata": { "papermill": { - "duration": 0.002058, - "end_time": "2025-09-08T14:05:33.943220", + "duration": 0.003658, + "end_time": "2025-09-08T12:33:04.801439", "exception": false, - "start_time": "2025-09-08T14:05:33.941162", + "start_time": "2025-09-08T12:33:04.797781", "status": "completed" }, "tags": [] @@ -73,30 +67,34 @@ "execution_count": 2, "id": "72e19265", "metadata": { - "execution": { - "iopub.execute_input": "2025-09-08T14:05:33.948364Z", - "iopub.status.busy": "2025-09-08T14:05:33.948075Z", - "iopub.status.idle": "2025-09-08T14:05:33.954973Z", - "shell.execute_reply": "2025-09-08T14:05:33.954358Z" - }, "papermill": { - "duration": 0.010652, - "end_time": "2025-09-08T14:05:33.955906", + "duration": 0.019985, + "end_time": "2025-09-08T12:33:04.824718", "exception": false, - "start_time": "2025-09-08T14:05:33.945254", + "start_time": "2025-09-08T12:33:04.804733", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ - "n = 20\n", + "n = 12\n", + "t_eval = np.linspace(0.0, 1.0, 250)\n", + "\n", "np.random.seed(0)\n", + "\n", + "def rand_near_orthogonal_cayley(Q0, eps=6.0e-3):\n", + " n = Q0.shape[0]\n", + " U = np.triu(np.random.randn(n, n), 1)\n", + " S = eps * (U - U.T)\n", + " R = np.linalg.solve(np.eye(n) - S, np.eye(n) + S) # (I-S)^{-1}(I+S)\n", + " return Q0 @ R\n", + "\n", "Q0, _ = np.linalg.qr(np.random.randn(n, n))\n", - "Q1, _ = np.linalg.qr(np.random.randn(n, n))\n", + "Q1 = rand_near_orthogonal_cayley(Q0)\n", "\n", "# flip eigenvalues to create crossings\n", - "eigvals0 = np.linspace(1, n, n)\n", + "eigvals0 = np.random.uniform(0, 1, n)\n", "eigvals1 = eigvals0[::-1]\n", "\n", "A0 = Q0 @ np.diag(eigvals0) @ Q0.T\n", @@ -108,9 +106,7 @@ "\n", "def dA_func(t):\n", " \"\"\"Return the derivative of A(t) with respect to t.\"\"\"\n", - " return A1 - A0\n", - "\n", - "t_eval = np.linspace(0, 1, 20)\n" + " return A1 - A0" ] }, { @@ -118,10 +114,10 @@ "id": "5293cf4d", "metadata": { "papermill": { - "duration": 0.00261, - "end_time": "2025-09-08T14:05:33.960600", + "duration": 0.002986, + "end_time": "2025-09-08T12:33:04.831954", "exception": false, - "start_time": "2025-09-08T14:05:33.957990", + "start_time": "2025-09-08T12:33:04.828968", "status": "completed" }, "tags": [] @@ -135,22 +131,29 @@ "execution_count": 3, "id": "3e602d19", "metadata": { - "execution": { - "iopub.execute_input": "2025-09-08T14:05:33.965343Z", - "iopub.status.busy": "2025-09-08T14:05:33.965138Z", - "iopub.status.idle": "2025-09-08T14:05:53.195596Z", - "shell.execute_reply": "2025-09-08T14:05:53.194332Z" - }, "papermill": { - "duration": 19.234499, - "end_time": "2025-09-08T14:05:53.197027", + "duration": 25.811605, + "end_time": "2025-09-08T12:33:30.646573", "exception": false, - "start_time": "2025-09-08T14:05:33.962528", + "start_time": "2025-09-08T12:33:04.834968", "status": "completed" }, "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "EigenTrackingResults Summary:\n", + "success: True\n", + "message: The solver successfully reached the end of the integration interval.\n", + " t_eval: np.ndarray with shape (250,)\n", + " Qs: list of 250 np.ndarray(s), first shape: (12, 12)\n", + " Lambdas: list of 250 np.ndarray(s), first shape: (12, 12)\n" + ] + } + ], "source": [ "start = time()\n", "results_none = eigenpairtrack(\n", @@ -160,7 +163,8 @@ " t_eval,\n", " correction_method=None,\n", ")\n", - "elapsed_none = time() - start\n" + "elapsed_none = time() - start\n", + "print(results_none)" ] }, { @@ -168,10 +172,10 @@ "id": "f05c58e8", "metadata": { "papermill": { - "duration": 0.003098, - "end_time": "2025-09-08T14:05:53.206342", + "duration": 0.002847, + "end_time": "2025-09-08T12:33:30.656124", "exception": false, - "start_time": "2025-09-08T14:05:53.203244", + "start_time": "2025-09-08T12:33:30.653277", "status": "completed" }, "tags": [] @@ -185,22 +189,29 @@ "execution_count": 4, "id": "03fd4f1f", "metadata": { - "execution": { - "iopub.execute_input": "2025-09-08T14:05:53.213826Z", - "iopub.status.busy": "2025-09-08T14:05:53.213563Z", - "iopub.status.idle": "2025-09-08T14:06:12.237093Z", - "shell.execute_reply": "2025-09-08T14:06:12.236309Z" - }, "papermill": { - "duration": 19.028115, - "end_time": "2025-09-08T14:06:12.238643", + "duration": 24.837076, + "end_time": "2025-09-08T12:33:55.500799", "exception": false, - "start_time": "2025-09-08T14:05:53.210528", + "start_time": "2025-09-08T12:33:30.663723", "status": "completed" }, "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "EigenTrackingResults Summary:\n", + "success: True\n", + "message: The solver successfully reached the end of the integration interval.\n", + " t_eval: np.ndarray with shape (250,)\n", + " Qs: list of 250 np.ndarray(s), first shape: (12, 12)\n", + " Lambdas: list of 250 np.ndarray(s), first shape: (12, 12)\n" + ] + } + ], "source": [ "start = time()\n", "results_match = eigenpairtrack(\n", @@ -210,7 +221,8 @@ " t_eval,\n", " correction_method=\"matching\",\n", ")\n", - "elapsed_match = time() - start\n" + "elapsed_match = time() - start\n", + "print(results_match)" ] }, { @@ -218,10 +230,10 @@ "id": "d9701734", "metadata": { "papermill": { - "duration": 0.003332, - "end_time": "2025-09-08T14:06:12.245831", + "duration": 0.002877, + "end_time": "2025-09-08T12:33:55.506970", "exception": false, - "start_time": "2025-09-08T14:06:12.242499", + "start_time": "2025-09-08T12:33:55.504093", "status": "completed" }, "tags": [] @@ -235,22 +247,29 @@ "execution_count": 5, "id": "5af53cde", "metadata": { - "execution": { - "iopub.execute_input": "2025-09-08T14:06:12.252882Z", - "iopub.status.busy": "2025-09-08T14:06:12.252615Z", - "iopub.status.idle": "2025-09-08T14:06:31.183224Z", - "shell.execute_reply": "2025-09-08T14:06:31.182364Z" - }, "papermill": { - "duration": 18.935672, - "end_time": "2025-09-08T14:06:31.184531", + "duration": 26.853339, + "end_time": "2025-09-08T12:34:22.363144", "exception": false, - "start_time": "2025-09-08T14:06:12.248859", + "start_time": "2025-09-08T12:33:55.509805", "status": "completed" }, "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "EigenTrackingResults Summary:\n", + "success: True\n", + "message: The solver successfully reached the end of the integration interval.\n", + " t_eval: np.ndarray with shape (250,)\n", + " Qs: list of 250 np.ndarray(s), first shape: (12, 12)\n", + " Lambdas: list of 250 np.ndarray(s), first shape: (12, 12)\n" + ] + } + ], "source": [ "start = time()\n", "results_ogita = eigenpairtrack(\n", @@ -260,7 +279,8 @@ " t_eval,\n", " correction_method=\"ogita_aishima\",\n", ")\n", - "elapsed_ogita = time() - start\n" + "elapsed_ogita = time() - start\n", + "print(results_ogita)" ] }, { @@ -268,17 +288,11 @@ "execution_count": 6, "id": "748f28a6", "metadata": { - "execution": { - "iopub.execute_input": "2025-09-08T14:06:31.190158Z", - "iopub.status.busy": "2025-09-08T14:06:31.189949Z", - "iopub.status.idle": "2025-09-08T14:06:31.281295Z", - "shell.execute_reply": "2025-09-08T14:06:31.280550Z" - }, "papermill": { - "duration": 0.095758, - "end_time": "2025-09-08T14:06:31.282763", + "duration": 0.15901, + "end_time": "2025-09-08T12:34:22.526085", "exception": false, - "start_time": "2025-09-08T14:06:31.187005", + "start_time": "2025-09-08T12:34:22.367075", "status": "completed" }, "tags": [] @@ -326,15 +340,76 @@ "elapsed_ogita_only = time() - start\n" ] }, + { + "cell_type": "markdown", + "id": "325d97f0-2a27-4196-a6b9-0f362ce2be1e", + "metadata": {}, + "source": [ + "## Tracked eigenvalues" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "1e753614-f496-413e-aeaf-6da3f385752b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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FS1QAwPRHsAwEywAAM1MsKp3+mf2gXv+LsceZB3TzoG4e2F2UnIcU6B3SrvorC4YBnWsfSOi6sqIsVVf4rLDZ1nKf8jO9kz5XAAAAAAAATJzBcFS1TR3WmpBZGzrS0qUECt2rIDPVqnB/ZW1oiS+TSvewdbdK+5+R9j0t9bQ6j8n0SZseljY/JhUsSfYMAQC4LQTLQLAMADDzBeul2ielA9+QBjudx+QtljY/aj/AZ89P9gwxjZ1r77daZppTqbvrAwr0hsa9xqwb3lmcG69oVrW0QJleT1LmCwAAAAAAgMREojEdbumyDxjWBbWvuUOhSGzc6zK9bm1ZVjiy9uPTqoW5crkIkmGE2fo2VcnMoecTP5KGo87j/FvsQ893fkrypCV7lgAATAiCZSBYBgCYPcID0tHvSnt3SK0Hnce4UqXVn7Qf6EvvthNCwAhz23rqUo/dNrMuoD2N7eodiox7Xao7RRtLC6zFRtM2c/3ifKW6KWUPAAAAAACQ7LWd05d6rUOEu+oD2tPQrp5E13YWF9gVySqKtN6fL6+HtR1cY7BLOvSCHSgLnHIek5oprf2sVLVdWrQ+2TMEAGDCESwDwTIAwOzUsk+q2SkdeUmKDjmPWbDGfsBfe7+Ulp3sGWKGnGo9dH7kVGt9QPvPdioUHf9Ua9aVU60VRVabhJULczjVCgAAAAAAMEnV6E2IzDooWB9UoHeMtcCrmLOmqxfljqzd+Kx1HKrRY0yXjtmHmQ9/Rwr3OY/xVdiHmdc/IGXkJ3uGAABMGoJlIFgGAJjd+tvtFpm1O6WOJucx3hxpwwP2g/+8O5I9Q8wgA6Goas+2jyxUBnSkpcuqfD8eX5ZXd5f74hXNSgszlUK1PAAAAAAAgJsW7B2yAmRXwmTN7f0JXbesKMsKkZkw2dYynwqyvJM+V8xgkZB04mW7OlnzbucxKS7pjo9IW56Qlr2L7hgAgFnJT7AMBMsAAHNCLCbV/9JeCDj9U1MY33nc0nfYAbOVH5XcqcmeJWaYrv6wdjdcWcgMqL5tjBOL1yjJz7ACZtZCZrlP83PSJ32uAAAAAAAAM1HvUER7G4NWiMysv5y82JPQdfNz0uIVycyvxfkZkz5XzAKd56R9T0v7n5H62pzHZM2XNj8qbX5EyvMne4YAACQVwTIQLAMAzD0dZ6V9T0n7n5X6g85jsheOLA48KuUuSvYMMUNd7Bq8qvVCQK1dgwldt2JBttUy0yxy3lVWqNx0Qo0AAAAAAGBuGopEdaC5U7vqAnqzPqhD5zoViY2/1Zib7tHdZXaIzBzoK5+XTcV4JH4oufHX0l5zKPkn0nDMedySbVLVdmnlxyUPFe8AAHODn2AZCJYBAOasyJB0/IfS3h3S+b3OY1Lc0qqP2VXMTDUzFqOQIHML3BjosxZAzUKoqWzW2R8e9zq3K0VrS/LsimblRdq0pEDpqe6kzBkAAAAAACDZorFhHb/QrTdHKsLXNLVrMDxGsOcqaR6XqpYWqnpkDWVNSZ61rgIkbKBDOvgtqWan1F7vPMabLa37nL0+vGB1smcIAMCUI1gGgmUAABith+wFhCMvSuF+5zFFd9gLCOs/J6XnJXuGmOFiZpG0tdtaIDVhs5rGdg2EowktklYuLYhXNDOhMxZJAQAAAADATGW2DRsCfXZFsrqgdRivayCxw3jr/HlWiMyEyTaVchgPt+jCQanm69KRl6TIgPOYeSvttWATKkvPTfYMAQCYNgiWgWAZAABXG+iUDj1vLywEzziPSc2S1t1vLywsXJPsGWIWtXU42NwZr2h2MMG2DjlX2jqU260dKubT1gEAAAAAAExvF7sGRw7bBbSrLqiL3YMJXXfHgpx4RbK7ygqVk5466XPFLBUelI7/wO5e0VLrPMblkVZ93F73NW0vWXMDAEAEy0CwDAAAJ+b2pfE3dsDs5CvS8BiVpRbfLW15wl5w8KQle5aYRXqHIlYVsysVzU60did03fycNFWX+1RdYVc0K8nPmPS5AgAAAAAA3Ehnf0hvNQStimQmTNbQ1pfQdf6CjHhFMlO9fV4O6224TR1NUu2T0v7npIF25zE5i6TNj0mbH5FyFiZ7hgAATGsEy0CwDACA8XS1SPufkfY9LfVech6TNU/a9LC9AJG/ONkzxCwU7B2yWkGYBdhd9QGdDY7RovUaS32ZVsjsnooibS3zqSDLO+lzBQAAAAAAc9tAKKqapvZ4RbKjF7qsc5vj8WV5tXWkKrsJlJX6MpMxXcx2sahU9wv70PCZn5tTxM7jlr3Lrk52x4clN9XwAABwQrAMBMsAAEhUJCSd/JFUs1M6+4bzmBSXtOJD9oJE2XsklyvZs8Qsdb6j31qYNQu0JmwW6B0a9xpTrX/1olxrcdZUNduyrFCZXk9S5gsAAAAAAGavcDSmw+c77YpkdQEdaO5UKBob97osr1t3lZlqZHaYzLS6dLloN4gJ0heUDn7DXr/tPOs8Ji1X2vAFqXK7NG9FsmcIAMCM4ydYBoJlAADcgssn7BNvh56XQr3OYwrL7AUKs1CRWZjsGWIWM7fXZy732m0z64La0xBUz1Bk3OtS3SnauLjAaidhFm83LM5XqpvwIwAAAAAAuLFYbFinLvVYaxG76u21iL5QdNzrvG6XNpbm2xXJKnxa52ctAhPMbEO37LPXao9+T4qOcRhzwRr7MPC6+yVvVrJnCQDAjOUnWAaCZQAA3IahHunwC9Ler0ttJ5zHeNKltffZCxfFG5M9Q8wBkWhMR1q6rIXdN84EtK+5Q6HI+KeEM71uq4qZaTVhwmarFuZyShgAAAAAAFiag/0jldMD2l0fVLAvlFD19DXFefahtvIiVS0tVIbXnZT5Yo4J9UtHv2sHyloPOo9xe6XVn7LXZRdvsf8HBQAAN4VgGQiWAQAwEcztTvNuae8O6cTLUmyM6lElm+2FjDs/LaVmJHuWmCMGw1HVNnVYi7+76gJW6CyWwB15YZZXW007ipHF3yW+TKWw4AYAAAAAwJxwuWfQCpBdqUp2vmMgoevK5mVZ6wimItndZT7lZ3onfa6Yw4L1dqtL0/JysMt5TN5iqfIxaePDUva8ZM8QAIBZxU+wDATLAACYYD2XpP3PSvuekrpbnMdkFEgbH5IqH5cKlyV7hphjugbCeqshaIXM3qwPqu7yGO1br1GSn6Hqcrttpvl1fm76pM8VAAAAAAAkR/dgWHsa2keCZAGdvpTYesHC3PT4oTTz66I8Dk9iksWi0umf2tXJ6n859rjy90lbnpCWf0ByUSkPAICJQLAMBMsAAJgs0Yh0+if2gkfDr8cYlCJV3GtXMVv+fhY8kBSXugetBeM36+yw2YWuwYSuWz4/Ox4yu7vcp9z01EmfKwAAAAAAmLgK5/vOdsTXBA6f70yownleRqpV4dxUJKuuKFJZURYVzpEcvZdHDvA+LXWdcx6Tni9tfNA+wOsrT/YMAQCY9fwEy0CwDACAJAickWqflA58Uxoao0R7fqm9AGIqmWUVJXuGmKPMrXpTsD9+Otm0vOjoD497nStFWuvP17aRimablxQoPZVgJAAAAAAA00UkGtORli6rraV57q8926FQJDbudRmpblUtK4w/869alCu3WQgAksFsK5/bI+3dIR3/oRQbY51q0Qa7Otma35FSqZoHAMBkIVgGgmUAACRTqE868pJUs0O6eMR5jNsr3flpu4qZv0riBCiSKBYb1vHW7vjp5b2N7RoIR8e9zutxqXJJQbyi2dqSPHncrqTMGQAAAAAA2IfHzlzutUJk5pl+T0NQPUORca/zuFK0YXG+VY3MhMk2lOYrzcPhMSTZUK905DtSzU7p0lHnMe40O0i25UtSyeZkzxAAgDnJT7AMBMsAAJgC5vbofK3dJvPY96RoyHncwnV2wGztfZI3K9mzBKyTzAfPdcYrmh1o7lQkgT4ZOWke3TXSJsOEzUwbTdpkAAAAAAAwsc6191vP66YqmXm19QwldJ2pQnalIpmpTpad5pn0uQKO2k7ZYbJD35aGup3HFCyVKrfbLS8zC5M9QwAA5jQ/wTIQLAMAYIr1BaQDz9mtMjubncek5UkbviBVbZeKlid7hkBc31BEe5vatWvk9LOpbpaIeTlpViWzbeVFqq7wyV+QOelzBQAAAABgtgn2Do2EyOzn8ub2/oSuW+rLHKlIVqSt5T4VZnknfa7AmKJh6dQrdrvLptfHGJQirfigfei2/H2Si8r4AABMBYJlIFgGAMB0EYtKda/ZVczOvGrKmjmPK3u3vaCy4sOSm9OkmFrtfSHtrg/qTXM6ui6gpmBiC9pLzIJ2eZFV0cz8yoI2AAAAAADX6zUHvBqDVojMVBM/ebEn4QNepiKZFSarKFJJfsakzxUYV3ertP8Zad/TUk+r85hMn7TxIanycalgSbJnCAAArkGwDATLAACYjtobpNqn7EpmAx3OY3KKpcrHpE2PSDkLkj1DwFFL54DdNtNUNLvFFhxblhUqixYcAAAAAIA5aCgS1f6znfH2lofOdSoSG3+bLSfdo61l5vCW/WxdMT9bKSkpSZkzcENmm7jpDfsw7ckfSbGI8zj/Fvsw7epPSqnpyZ4lAAAYA8EyECwDAGA6Cw9Ix35gL7y01DqPcXmkVZ+wF16WVEssGmKaMI8BdZd7raCZCZm91RBUz+AYi4dX8bhStGFx/kiLDp82lhbI66HdAQAAAABg9onGhnXsQpdVkcyEyWqa2jUYjo17XZrHpaqlhaqu8FntLdeU5MntYk0I08hgt3T4BXtds+2k8xhPhrTus1Lldql4Q7JnCAAAEkCwDATLAACYKS4csBdijrwkRQadx8xbJVVtl9Z/XkrLSfYMgRuKRGM6eqHbrmhWH1BtU4eGIuMvlmekulW1rDBe0Wz1oly5WCwHAAAAAMxAZsusvq3Pei42z8e764PqTuAQlgmNrfPnWSEyEybbVFqg9FR3UuYM3JRLx+w1zEMvSOE+5zG+CvuQ7PoHpIz8ZM8QAADcBIJlIFgGAMBM098uHfq2vUBjWmY68Wbb4TJz2m/B6mTPEEjIYNi09+jQm9ZielCHz3cqge4eys9Mtdt7jFQ0W1aURXsPAAAAAMC0daFzYOSQlV2V7FL3UELXrVyYo+ryIm2r8GnLskLlpKdO+lyBWxIJSSdelmp2Ss27nMekuKQ7PmIHypa9S3JRnR4AgJnAT7AMBMsAAJihYjGp4Vf2gs3pn0jDY1R+WrLNXrBZ+THJ4032LIGEdQ+GtaehPV7R7PSl3oSuK85L19aRhXZT0WxBbvqkzxUAAAAAgLF09IW0uyEYD5M1Bsao2nSNxYUZIxXJiqwDVfNy0iZ9rsBt6Tov1T4l7X9G6mtzHpM1X9r8iLT5USnPn+wZAgCA20SwDATLAACYDTrPSfuevvEiTvYCadOVRZySZM8QuGmXewatliBmId5UNGvpHEjouvJ5WVbAzJzqNgvxeZmc6AYAAAAATJ6+oYj2NrXHn2GPt3YrkZ2xomyvfVCq3D4otbgwMxnTBW7/sGvjr+3DrqdeGfuwa2m1tMUcdv04h10BAJjB/ATLQLAMAIBZJDIknfgXu01m827nMSlu6Y4PS1uesMvO00IQM4B5pGhu77cCZqZ1plmsb+8LjXudK0VaU5IXbx1StbRQ6anupMwZAAAAADA7hSIxHTzXGa+4bX4fjo6/FZad5tHdZYUjz6hFWrEgWymsy2CmGOiQDn5bqt0pBeucx3izpXWfk6q2SwvuTPYMAQDAJCBYBoJlAADMVheP2gs9h16QwmO0XPAttxd61j8gZeQne4bALYvFhnXyYo+1gG8W8vc0tqs/FB33Oq/bpU1L8nWPqWhWUaR1JXnyuF1JmTMAAAAAYOY+g5oqZPYzaFA1TQk+g3pc2lxaYB104hkUM9aFg/Yh1iMvSZExqsnPWylVfckOlaXnJnuGAABgEhEsA8EyAABmu8EuO1xmFoACp5zHpGZKa++Tqp6QFq1L9gyB2xaOxnTIOi1uVzQ70NyR0GnxnDSP7uK0OAAAAADgKmZbqzHQpzfrg9o9UjW7oz+cUNXstaZqdoVpb1mkyqUFVM3GzBQelI7/wF5PPF/jPMblkVZ+zO6KsGQbXREAAJil/ATLQLAMAIA5wtySNb1hLwid/JEUiziP82+xTxiu/qSUmp7sWQIToj8UUU1Th3bVBayg2bEL3dY/gfEUZaeputxnnyYvL9LiwsxkTBcAAAAAMMUudQ9aFbHNgSUTJrvQNZjQdcvnZ1sHlcyz5F1lPuVlpE76XIFJ09Ek1T4lHXhO6g86j8lZJG1+TNr0sJS7KNkzBAAASUawDATLAACYi7pbpf3PSPuelnpancdk+uwFIrNQVLAk2TMEJlRHX0hvNQT1Rl1Au+qD1snzRJQWZsZDZmaTwJedNulzBQAAAABMvq7+sHY3BEfaWwZU35bYc2JJfsbIgST7OXF+LofyMMPFYlLda/Zh1DM/N6dTnccte6d9GPWOj0huApQAAMwVfoJlIFgGAMAcFg1Lp16xF44afzvGoBRpxQfthaPy90kuV5InCUy8C50D1saBCZmZXy/3DCV03cqFOdbmgQmbbVnmU3aaZ9LnCgAAAAC4fQOhqGqa2q2q1rvqgjp6oSuhytaFWV5tLTcHjnxWe8slvkyl0PIPs0F/u12ZrGan1HnWeUxarrThC1Ll49K8O5I9QwAAMA0QLAPBMgAAYGs7ZS8kHfq2NNTtPKZgqVS5Xdr4oJRZmOwZApPCPK7Ut/Va7U5MyMxUNuseHKNV7FU8rhStX5yvbWaDoaJIG0vzleZxJ2XOAAAAAIAbC0djOny+M/6sd6C5U6FobNzrMr1u3bWscKQiWZF1wMjlIkiGWcJs2bbstw+ZHv2uFB3joN2CNfYh07WfldKykz1LAAAwjRAsA8EyAAAw2lCvdORFe4Hp0lHnMe40ac3v2AtM/s3JniEwqaKxYR1t6YqfYjcn2oci428+pKe6VLXU3nwwp9hXF+fKzeYDAAAAACRFLDasU5d64tWp9zQE1ReKjntdqjtFG0sLrOc4U53aHCBKdVOtHbNMqN8Okpn1vtaDzmNcqdKdn7LX+xbfJVGZDwAAiGAZCJYBAICxmFu4c3vsBadjP5BiYedxxRvtBac7PyN5M5M9S2DSDYaj2t/cYYXMTNjs8PkuK3w2nryMVG0t81kbE6aiWVlRFu1SAAAAAGCCmK2n5vZ+uyJZfUBv1QcV7AuNe515LFtTnGe1tjTPalVLC5Tp9SRlzkDSBeul2ielA9+QBjudx+QtliofkzY+LGXPS/YMAQDANEewDATLZoAnz7cp1ZWiLyzyyc1mJABgKvS2SQeelWqfkrrOOY9Jz7dbZFY+LvnKkz1DIGl6BsPa09Aer2hmTsQnYmFuuqorfCOn4Iu0MC990ucKAAAAALPJ5Z5B7a63W1uaQFlL50BC15XNy4pXJLu7zKf8TO+kzxWYMrGodPpn9mHR+l+MPa78ffZh0RUflFzuZM4QAADLwe5+PXMhoL9ZsVgeun9MWwTLQLBsmrs4FFb1nhPqj8Z0Z3a6/qLCr+oC+tkDAKb7wtR7RxamPsTCFGa9tp4h7RoJmZmw2fmOm9/Y2FpWpLzM1EmfKwAAAADMJN2DYasSmWltaZ67Tl/qvemDPebXRXkZkz5XYMr1Xpb2Pyvte5qDoQCAae3yUFj/paFVL1xslwkT/fUKvx4tKZrqaWEMBMtAsGya+/KJs3rxYseov/vYvDz9cXmxSjPSpmxeAAAkXEp/86PSJlNKf36yZwhMieZgvxUwMyfod99sK5aRjY+qpYXK8BLKBAAAADC3DIaj2ne2w65IVh/UkfOdiiWww5SfmaqtZXZrS9PisqwoSyl0/8BcYLZgz+2xD4Ee+4EUCzuPW7RB2vKEdOdnJG9msmcJAIBlKBbTjnNt+h9nL6k3Gov/fWGqW2/etUoFqbQnn44IloFg2TRm/un8f+fa9HdNF0d9YzXSXCn63cXz9eXS+crysOkIAJhC4QHp6HelvTuk1oPOY1yp0upP2lXMSu+2UzTAHBCLDVutMs2miDlhv6chqL5QdNzrvG6XNpbmWy0zTUWzdf58pbpdSZkzAAAAACRLJBrTkZYu63nJPDfVnu1QKDJ6LdxJRqpbVcsKta3cZz03rV6UKxftkzCXDPVKR16UanZKl444j3GnSWt+x16P829O9gwBABiVe/hZoFt/Wt+ipoHrD2J/Yn6+vlpRovlpdPWYjgiWgWDZDCkF+VeNrXq+1S4FebWF3lT95/JF+syCArnYpAcATLWWffaC1pGXpOiQ85gFa6Sq7dLa+6U02jtjbglHYzp8vlNvmraZdQEdaO5U6JoDBE6y0zzasqzQOnlvNk3uWJDDpgkAAACAGcdsF5l2lvbhm4D2NLSrZygy7nUeV4o2LM63KpKZMNnG0gJ5PRy+wRzUdspeezv0bWmo23lM/hJ77W3jQ1JmYbJnCADAKCf7BvTHZ1r0247rW5qvyc7QXywv0dZ89oqmM4JlIFg2gxzq6ddXzrRob1ffdR/bnJtpfdPdlJs1JXMDAGCU/na7RWbtTqmjyXmMN0fa8IB9anLeHcmeITAtDISiqmlqt1pn7qoL6uiFLquLxXh8WV5tHQmZmdaZpT7aWAAAAACYns6191shMnPAxlQmC/SOcRDtGqYKmangbMJkW5YWKiuN1kiYo6Jh6dQrdrvLxt+OMShFWvFBe52t/H2Si+AlAGBqdYQj+pvGi3rmQkDRa9a8fake/b9li/TAokK5KZ4z7REsA8GyGcb8c/rh5U79Rf0FtQyFr/v4ZxcW6D+VFWshZSIBANNBLCbV/9Je+Dr9U/OTzHnc0nfYC18rPyq5+RmGuauzP6S3Gkw1s6AVNmtou/5AgRN/QYYVMKs2my7lRZqXkzbpcwUAAAAAJyY4trs+GA+TNbf3J3TdUl/mSEWyIusgTWGWd9LnCkxrPRelfc9I+56Selqdx2QUSpseliofkwqWJnuGAABcJxIb1rMXAlaorCMSHfUxT4r0Jf88/d7Shcr1uKdsjrg5BMtAsGyG6o/G9E/Nl/W/my9pIDb6n1im26X/a8kC/Sv/PKW7OZUCAJgmOs7aC2H7n5X6g85jshdKmx+1X7mLkj1DYNpp7RqwKpldqWh2sXswoetMq0wTMjMbMneVFSonncAmAAAAgMnROxTRnpEDMiZMdvJiT0LXmQMxpq2lFSarKFJJfsakzxWY9syWatMb9iHNkz+SYmO0ivVX2Yc0V39KSk1P9iwBAHD02/YefaWuRaf6rl/HvteXqz+tKFZFJj+3Zho/wTIQLJvZzg+G9NX6C/rB5c7rPlaa7tWfVBTrI0V5SqGEJABguogMScd/KO3dIZ3f6zwmxS2t+pi9QGaqmfFzDLAq1zYE+rSrzj71v7shqK6B6yvYXsvtStE6f168otnmJQVK4zQYAAAAgFs0FIlq/9nOkYpkAR0636XoNYefneSke7S1zGeFyEyLy/J52axbA1cMdkuHX7ADZW0nncd4MqR1n5Uqt0vFG5I9QwAAxtTYP6Q/q2/RTwPd131seWaa/qyiRO/15U7J3HD7CJaBYNkssaezV18506LDvQPXfWxbfrb+YnmJVmdz4gsAMM20HpJqdkpHXpTCY7TGKLrDDpit/5yUnpfsGQLTltm4OX6h26pmZjZzapraNRiOjXtdmselqqWF8Ypma0ryrPAZAAAAAIz17HHsQle8IhnPHsAEunTMXhszobJQr/OYwnJ7bWzDA1JGQbJnCADAmHojUf2Ps5f0tXNtCl0TC8r1uPQHSxfp0ZIipXIPOKP5CZaBYNnsERse1vMX2/VXDa1qC40uj2waYj5Y7NMfLVskn9czZXMEAMDRQKd06Hn7VGbwjPOY1Cxp3f32QtrCNcmeITAjqgYcaO60K5rVB3XwXGdCVQNy0z26m6oBAAAAAEaYLZ36tl4rSGYOsbzVEFT34Bjt+K5iQmPr/XmqHqmWvKm0QOmpVEsGrhMJSSdetgNlzbucx6S4pDs+Yq+DLXuX5DK7PAAATJ9cwgsX2/VfbpBL+MNli1RELmFW8BMsA8Gy2afnqmRw+Jp/fnket/7vpQtJBgMApifzc6vxN3bA7OQr0nDUedziu6UtT0irPi550pI9S2BG6B2KaG9jML4ZdPJiT0LXLchNG2mbaQfNFuVR9RYAAACY7S50DljPDbvq7apkl7qHErpu5cIcK0hmnh22LCtUTnrqpM8VmLG6zkv7npb2PSP1XXYekzVf2vyItPlRKc+f7BkCADCumq4+/acz53W45/pOatX52foqndRmHT/BMhAsm70aRnoZ/4xexgCAmairRdr/jL3g1nvJeUzWPGnTw9Lmx6T8xcmeITCjBHqHtHtkk8iEzZrbx2g/e42yoqx465qt5T7lZ3onfa4AAAAAJld7X8h6PnizPmBVPW4KJvZ8sLgwI34Qpbrcp6JsDnsBNxSLvX2I8pQ5RDlGG9nSaqlqu7TqE5KH524AwPTTMhjSV+sv6PuXO6/72OJ0r/60olgfKcqjG8Ys5CdYBoJls99v2nv0lTMtOt0/eN3H7vXl6s8qilWemT4lcwMAIKH2ACd/ZLcHOPvG2O0BVnzIbg9Q9h7aAwAJONfeHw+ZmV8DvaFxrzFrAncW58Y3kqqWFiiTcuYAAADAtNdnKho3tVshMvMMcOJit1U0fDxF2d54RTLz6+LCzGRMF5j5Bjqkg9+WandKwTrnMalZ0vrP2etZC+5M9gwBAEhIfzSm/6/5sv6x+ZIGYqNvIDPdLv370gX614vnKd3Nvsxs5SdYBoJlc0MkNqxnLgT0N40X1RkZ3VbMkyJ9yT9Pv7d0oXI97imbIwAA47p8wj7heeh5KdTrPKawTKrcLm34gpRZmOwZAjOSeWQ7falXb5jWN3UB7Wlst1ppjifVnaKNpQVW0MxsNK1fnK9UFhAAAACAKReKxHTwXOdIe8uADjR3WmvE48lO8+jussKRMFmRVizIpuoEcDNaD9lrV4dflCLXtwizzFtph8nWfU5Kp6sMAGD6rhm/3NapP6+7oJah8HUf/+zCAv2nsmItTKMV+mznJ1gGgmVzS3s4ov/eeNEKmUWv+ZfpS/Xo/y1bpAcWFcrNYgEAYDob6pEOvyDt/brUdsJ5jCddWnufvVBXvDHZMwRmtEg0pkPnu+xqBvUB7T/bqVB0jHYdV8nyurVlWaG1AWU2olYuzJHLxX0lAAAAMNlisWEdb+22gmRv1gdV09iugfDoA8ZOvB6XNpvDIqYiWUWR1pXkycNhEeDmhAel4z+UanZI52ucx7g80sqP2etUS++xS4IDADBNHenptzqivdXVd93HNuVm6qsVJdqUlzUlc0PyESwDwbI56kTvgP64rkWvd1xf7WVNdob+YnmJtuZnT8ncAABImLnNbN4t7d0hnXhZio1RYalks71wd+enpdSMZM8SmPEGQlHVnm2Pt8080tKVUNucwiyvtpb74hXNSgszqXYAAAAATACz7dIY6LNCZOZAyO6GoDr7r68kcS1z7mOtP1/bzH16RZE2LylQeipdLIBb0nFWqn1SOvCc1B90HpOzSNr8qLTpESl3UbJnCADATWkLhfXXDa36Vmu7rl3+XeD16D+XF+t3FhTIxRrvnOInWAaCZXOX+af5s0C3/rS+RU0Does+/vF5+frjimItTvdOyfwAALgpPZek/c9K+56Sulucx2QUSBsfkioflwqXJXuGwKzR1R+2Nq5MyMxURKhvu/7kmpOS/AwrYGY2sEzgbH5O+qTPFQAAAJgtLnYNjtyD2/firV2DCV23fH72SFVhn+4q8ykvg3ZFwC2LxaT6X9jtLk//zOy0OI9b9k77kOMdH5Hc/JsDAExvoVhMO88H9HdNF9VzTeeKNFeKfnfxfH25dL6yPBxImIv8BMtAsAxDsZh2nGvT35+9pL5rflCkj/yg+D+XzFeWmx8UAIAZIBqRTv/EXuBr+PUYg1KkinvtBb7l75dc/IwDpmKDa8WCbKtlptnkuqusULnpLLYDAAAAow902PfZpkV9w00c6DAhsithsvm5HOgAbltfUDr4DbtCWUeT85i0XGn9A1LVdmneHcmeIQAAN81EeV4NdutP6y6oYWDouo9/dF6e/ri8WEsy0qZkfpgeCJaBYBniLg+F9VeNrXreobTlorRU/eeyRfrMggLaFwEAZo7AmZGWBN+Uhrqcx+SX2hXMTCWzrKJkzxCYdW61JY/blaK1JXl2RbPyIm2iJQ8AAADmYAv6mqZ2K0S2qy6ooxdoQQ9MKfMPsGWffXjx6Pek6PUb7pYFa+ww2dr7pbTsZM8SAIBbcrpvUH9S16Jftfdc97HVWen68+UluqcgZ0rmhumFYBkIluE6B7v79ZUzLarpvv4EXGVupv5iuV8bczOnZG4AANySUJ905CWpZod08YjzGLdXuvPTdhUzf5XEIjwwIWKxYR1v7bZaZpqwWU1juwbC0XGvS/O4VLm0IF7RzITOTPgMAAAAmC3C0ZgOneuMV/490Nyp0DUdJZxked3asqxwpCJZkVYuzJGLe2Vg4oT6paPftQNlrQedx7hSpTs/JVVul0rvZh0JADBjdIYj+tumi3qyJaDoNUmewlS3/p9li/TFYp/c/GzDCIJlIFgGR+af7Q8vd+rP6y/owtD1FSbuX1ig/1RWrAVptCsCAMwg5rb0fK29MHjMnDQNOY9buM4OmK29T/JmJXuWwKwWisR0oLkjXtHs4LlORWLjPzLmpHt0d5mpwmC39KmYn00VBgAAAMy4QxcnL/aMtJEPaG9ju/pC4x+6SHWnaFPplUMXPq1fnK9UtyspcwbmlECdXfnetLwcHKPyfd5iqfIxu/J99vxkzxAAgFtm1mC/0RrUf2tsVfs1B389KdLjJfP0e0sXKD/VM2VzxPREsAwEy3BD/dGY/nfzJf3v5ssavGbDL8vt0v+1ZIGe8M9TOgsZAICZpi8gHXjOXjDsbHYek5YnbfiC3c6gaHmyZwjMCb1DEauK2ZWKZidauxO6bn5OmqrLfaqusCualeRnTPpcAQAAgJthtkaa2/utimSmveXu+qDa+8Y44HQVc35iTXGeqkfaxFctLVSGlzbxwKSIRqQzP5P27pAafjX2uPL32YcQV3xQcvHvEQAws7zR0WN1LDvRN3jdx95TmKM/qyjRiqz0KZkbpj+CZSBYhoScHwzpq/UX9IPLndd9bEm6V39SUawPF+VRNQIAMPPEolLda3YVszOvmqV/53Fl7x5ZQPyw5ObEDjBZgr1D2t0QjLcDOhvsT+i6pb5MO2RWXqSt5T4VZnknfa4AAADAtS73DGqXCZLVBbSrPqiWzoGEriubl2Xdy5qKZKZSb34m97PApOq9LO1/Rqp9WuoeY28sPV/a+KBU+bjkK0/2DAEAuG1nB4asDmU/bru+Emd5Rpr+tKJY9/py2ePHDREsA8Ey3JS3Onv1x2dadLj3+gWRe/Kz9RfLS7Qqm2oRAIAZqr1Bqn3KrmQ20OE8JqfYbnmw6REpZ0GyZwjMOec7+u2NOatdUFCB3qFxrzHrIKsW5lqbciZstmVpobLSCIQCAABg4nUNhLWnwRyKsMNkZy73JnTdwtz0eEUyU4F3YR4VIoBJZ7Yrm3fbhwuPvyzFws7jijdKVU9Iaz4jpbLfAQCYefoiUf1D82X987nLGrqmK1mO26XfX7pQj/uL5HXRlQzjI1gGgmW4adHhYb1wsV3/pb5VgXBk1MfMj56Hin36w2WL5POyeQcAmKHCA9KxH9gLjS21zmNcHmnVJ+wqZkuq7SQLgEllHi3NRp3VNrMuaG3g9QyNvh91kupO0YbF+aoe2bQzv/d6WDQBAADAzRsMR7XvbEe8lfuR8526Zq/OUX5mqraWjbRyL/dpWVEWlSGAZBnqkQ5/R6rZKV0+5jzGky6t+R2partUsjnZMwQAYELEhof10qUO/WX9BV0KjV43NXeeX1zk0x+VLdQ8b+qUzREzj59gGQiW4Vb1RKL6+6ZL2nG+TeFr/pnnedz6g/+fvfuAc7ys8wf+Sa/TMpma6WV7r+wCdgUFsSMWupx/z7PdKXciCwuLenqn5+ndeadHFQQU9RAs2BCFXWB7YXfZ6SXTMz29/V/P75cpmWR2srMzyUzyeb9eITObXzLPsrvJ7/c8n+f7rS7GjaVWaJScICEiomWs66gcMDv5FBDwxD+mYLU88bjxOkCXlewREmWsQDCEk/aRyeoQh9qG4AuE5nyeUavC9iqLXNGs1oo1JdlQ8pyViIiIiGY55zwhzjkjmxsOtyd2zmnQqLC92iKFyMTmBp5zEqVA3xk5THb8CcA3Fv+YvGp5TmfTxwCjJdkjJCIiWjCHR5y4s8GOo2OumMcuyTFJncfWZxlTMjZa3soYLCMGy+hiNbu82Ntox+8cozGP1Rt1uLfOhjfnZ6dkbERERAvGNQgcf1wOmYmWmfFozXK4bNutQNGaZI+QKOPNt3pEnqgeUSuHzMSiX1W+kdUjiIiIiDKUWM441ytXyd3fNIBXmgcTqpKrViqwuUKukru7Nh+bK/JYJZcoFYJ+4MwzcqCs7cVZDlIAK64EdnwCqHkLwDZgRES0jHV7ffhqU7dUqWwmm06Du+tseHdBDuc7ad4YLCMGy2jB/HlwFHc1dOGcK7aay9vzs7G3rhS1Rn1KxkZERLRgQiGg+Xl5gvLcb4DwLDvVKy+V22SuuhpQa5M9SiICMOL2S+0yJyqaiTaaibDlGqSgmahodmmtFYXZPIclIiIiSmcdgy4pRCYqkolzx4Fxb0LPE1XIpCq4dVbsqLLApFMv+liJaBYjduDIw8Dhh4Dx3vjHGK3AlhuArTcBeZXJHiEREdGCcgdD+J+OPvx7Wx/cYt1iGoNSic9UFuJT5YUwqBigpovDYBkxWEYLyh8K4+GuAfxrSw+GA8GoxzQKBW4ts+Lvq4qRrValbIxEREQLZrhDnrAUE5fO/vjHmIuALTfKk5Y5tmSPkIim6Rv1TIbMxL192J3Q8+oKzVILI7FgeElNPnIMmkUfKxEREREtHhEcE+eDUnvLpgF0DCZ2Xigq24pzQrH5QGxEsJi4iYgopcTyY8sLcnX5s78GwtFrEpPKL5E3/625BlDrkj1KIiKiBSXiN7/qH8E9TV3o8PhiHv9AUR6+UlOCUj3PVWlhMFhGDJbRohj0B/AvLT142D6AmXVc8jVq3FFTgutKLFCx5CYREaWDgDfSZuF/gfYD8Y9RqICV7wR23AZUvxHgZyBRSonL1DaHS1pI3C9VphjAkMs/5/OUCmC9LUdqmSluWyvzoNdw0wQRERHRUjbm8ePVlsFIRbIBnO0ZS+h5hVk66ZxPtLYUgTJR2ZaIlgD3MHD8cbmavKMh/jEaI7DhWjlQVrw+2SMkIiJaFK+Nu3FnQycODDtjHtuYZcB99WXYnmNKydgofZUxWEYMltFiOjPuxl2Ndvx1KLbt0HqzAfvqbbgk15ySsRERES2KnlPAofuB408C/tiLO0l+PbD9VmDjRwBDbrJHSERxhEJhnOkZlUJmImwmFh5dvll2u0+jVSuxrTJvcsFRhM7ULC9PRERElFIefxBH2ocmNxAc7xxBMDT3MkW2Xi1VqJU3EeSjtsAMBTcFES0d3SeAgz8ETj4F+F3xj7GukMNkG68D9DnJHiEREdGiGPAF8M2Wbjza5Ygp6lKolYu6XFtsgZLnrrQIGCwjBsto0Ym3gOcGRnF3ox1tccpxXlOYiz21pShnOU4iIkonnhE5XCaqmA28Hv8YtQFY/0F5wrN0U7JHSETn4QuEcLxzWG6b2ejA0Y4h+INzX9pm6dTYKS1GyguS9YVcjCQiIiJabCI0dso+MlmN9mDrILyBmUtusXRqJXZUW6S2lqK95TpbDlSiRC0RLR1+D3D6aXl+pfPV2avEr75anl+pupxV4omIKG34QiE8aB/At1p7MDrj/FarUOCT5QX4XGURzGp2VKDFw2AZMVhGSeMNhfCDjn58p60XzmD0B59eqcDfVhTi0xWFMKn4wUdERGlEnAq3vijvqD3zLBCepQKSbZs8Abr2fYBGn+xREtEcXL6AVMVsf5NDCpu91jWa0PMKsnRSJTOxULm7Lh9lecZFHysRERFRuhNLDk3941JrS3Fu9nKzA6OewJzPE6GxjWVyW/PdtVZsqcyFjotwREvTUCtw6EHg6I8AlyP+MeZiYOtNwNYbgezSZI+QiIhoUf3RIRduaXR5Yx57pzUHd9eVosqgS8nYKLOUMVhGDJZRsvV6/fh6czee6BmMeaxEp5Gql72vMJeVHYiIKP2MdgNHHgEOPwiMdcc/xmABNn8c2HYzYKlJ9giJKEGDTh8OiJCZVBVjAK2OWdqwzFCZb5QWMUVFs101+cg3c/KHiIiIKBH2YXekmuyAFPbvG4tdYItnVXHW5PmXqE6Wpdcs+liJaJ5CIaDpj3J1snPPiRhp/ONEVTKxOW/VVYCK/6aJiCi9NLo8uLuhC38cjN3YutKkx746G95gyUrJ2CgzlTFYRgyWUaocHXVhT0MnDo3GLsJtzzbh3nobNmezogMREaWhoB94/TfyRGnLC7McpADq3ipPlNa/A1ByFz3RclnofKnJgf4EFzpXl2TjUlHRrM4qLXSadOpFHysRERFROgf5KywiyJ+P3VJVsnxYGeQnWvqcDuDYo8ChB+RKZfHosoGNHwG23QIUrkr2CImIiBbdiD+Ab7f14v7OfgRmJGzy1CrcXlOC60vyoWbrdkoyBsuIwTJKKfH28Iu+YdzX1IUurz/m8Q8XW3BHTQmKdNx1REREaar/nDxxeuzHgHck/jE5FcC2m4DNNwDmgmSPkIjmcY7b2CdaM8khM9GaaSyB1kxiUmhTea60CCrCZpsr8qBVK5MyZiIiIqJUc3oDeLV1UA7qNzpwujux1uMiOCa1Hq/LlyqTlVu4UZVoWRBLh/bD8qa7Uz8HgrNszilaB2y/FVh/LaAzJ3uUREREiy4YDuPH3Q6p49egPxj1mEoB3FRqxReri5Gn4YZUSg0Gy4jBMloSnMEg/rO9D//V3gdPKPotw6RS4vOVRfib8gLolFxYIyKiNOVzAiefkidUe07EP0apAda+V65iVr4TYNtoomUhEAzhVNeoXNGsaQCHWofgDYTmfJ5Bo8L2astkRbM1JdlQckciERERpQlfIISj7UNSEF+EyY51DCMwY14wniydGjtrLJH2llasKDJDwWsjouXD5wJO/Uye/+g+Fv8Yzn8QEVGG2D80jj2NnXht3BPz2BvzsnBPfSlWmQwpGRvRBAbLiMEyWlI6PD6petnTfcMxj1XqtdhbV4orrTmcLCIiovR1ITt2RfuHDWLHblayR0lEF8HjD+JIm1hElatxnOgcRgJrqMg1arCrRm7rJMJm1VYTz4uJiIho2QiFwlIVsomqrgdbBuGeUZEhHlHBdVtlnhQi21Wbjw22HKhV3HxKtOwMNEYqtj8KeGar2F4ObLsZ2Hw9YC5M9giJiIiSpt3txb6mbjzTH7smXm0Qa+I2vCM/m3N/tCQwWEYMltGS9PLwOPY02HFy3B3z2OV5ZtxbZ8NqM9PZRESU5pwOecL14P3AcFv8Y7RZwMbr5LYQhauTPUIiWgCjHj9eaR6crGh2rnc8oeeV5OgjlTrkimZF2fpFHysRERFRosSyQPOAc7K15cstDgy7/HM+TxRoXV+WO1m1dWtlHvQaVVLGTEQLLBgAGp4DXv0h0Pz87MfVvlWuTrbiCkDJf+9ERJTeXbz+o60P3++I7eJlVinxhapifKLMyi5etKQwWEYMltGS7if9ZPcgvtbcjQF/IOox8VF6g82K26uLYWE/aSIiSnehEND0R7mK2bnnxBJN/OMqL5MDZquuBtTaZI+SiBZI35gHB5occjWPRgfsw7GbLeKpLTBJi68ibCYqm+UYNYs+ViIiIqLpekY8kYpkA9L5TPdIbEufeOoLzZHzmHzsFOcxBp7HEC1r433AkYeBQw8Bo7OsO+lzgc0fl6ux59cme4RERERJJSIzP+8dwn3N3ej2Rm+2EDXJriux4MvVJSjU8TyYlh4Gy4jBMlryRgNB/FtrD/63cwD+GW8nuWoVvlhdjBtLrdCI7YxERETpbqgNOPwQcOQRwDUQ/xhzEbDlRmDrTUCOLdkjJKIFJC6n2wddUsBsYoF20Omb83ni1HidLWeyotn2KgsrfRAREdGCG3b58HKzY/JcpbnfmdDzbLmGyaqrIhBfyMqrRMufmLtvPyBvijv9SyA0S4XC0s3A9tuAde8HNOxKQkRE6e/oqAt7GjpxaNQV89iOHBP21duwMcuYkrERJYLBMmKwjJaNZpcXexvt+J1jNOaxFUY97q0vxZss2SkZGxERUdIFvPJErZiw7Xg5/jEKJbDyXXIVs+o3ASyfTbTshUJhnO0Zk1pmimogr7YMwukLzvk8rUqJLZWipZQVu+us2FiWA7WK7wlERER0YVy+AA62DkntLfc3OXCqa0TKkszFYtJil2htGQm9V1iMUCi4SZQoLXjHgBM/AQ7eD/S9Fv8YtR5Y9wF5fsK2NdkjJCIiSolerx9fbe7CT3qGYh4r1WlwV20p3lOYy/NiWvIYLCMGy2jZed4xirsa7WhweWMee0d+NvbW2VBj1KVkbERERCnRc1KewBUTuf5ZKgRYauUJ3E0fBQx5yR4hES0SfzCE4x3Dk1VCjrYPwR+c+xLcrFNjZ7VFCpmJxd2VRVmcxCIiIqIFO9cwaVXYUW2ZbNO9qjgLSnYbIEovfWfkuYjjTwC+sfjH5FVH5iI+BhgtyR4hERFRSniCIfywsx/faeuFMxiKekyvVODTFYX4dEURjNz0SctEGYNlxGAZLUf+UBgPdw3gX1p6MBKIrtCgUShwW1kBvlBVhCw12/0QEVEG8YwAx58EDt0P9J+Nf4zaAKwXu4Q/IbefIKK0rSIiFn9f6xpNqIqI1SyqiFhxqagkUmdFuYXl94mIiDLRxVRH3VyRK51HiND6hrJcaLhQRpR+Aj7g7LNyoKztxVkOUgArrgR2fAKoeQurpxMRUcYQsZjfDIzgnsYutHl8MY+/tzAXd9aWokyvTcn4iOaLwTJisIyWNYcvgH9p7cEj9gFE570Bq0aNO2pK8OESC1SsvkBERJlEnH63vSS3yTzzDBAKxD+udIscMFv3fkBjSPYoiSgJhpw+vNwsVxjZ3+hA88AsVQ1nKLcYJttm7q7Nh9XMisBERETpSEzdtzlck+cKB5odGHTGLoLNJKba1pXmYHed3N5ye5UFBi03eBKlrRE7cPgh4MjDwHhv/GOMVmDLDcDWm4C8ymSPkIiIKKXOjLuxp8GOF4fHYx5bbzZgX70Nl+SaUzI2oovFYBkxWEZp/2G9IfJhvZMf1kRElInGeoAjjwCHHgTGuuIfo88FNn8c2HYLkF+b7BESURJ1j7ilVlYTFc16R2Pby8cj2leJNlaiAsnOmnyplSYREREtT32jHuxvckgVycS9fdid0PNqC0yT5wOX1OQj18hKC0RpTSzttbwgb1o7+2sgPEv1wvJL5E1ra64B1NyQQkREmWXQH8A3W1gEhdJbGYNlxGAZpQvxVvPbgRHsnaW86HsKc7GH5UWJiChTBQPAud/IE8LNf579uNq3yhPCK64AlKw4QJTu589N/c7JVlcHmhwY9cxS4XAalVKBjWU5Uqsrsbi8pTIXOragJyIiWrJG3H6pgqn4rBef+Q19sRsz4ynJ0U8GycR9cY5+0cdKREuAexg4/rjc7tLREP8YjRHYcK08f1C8PtkjJCIiSjl/KIyHuwbwry09GA5Eh681CgVuKyvAF6qKkMU5M0oDZQyWEYNllG48wRB+2NmP77T1whmMzobrlQr8bUUhPl1RCJOKH+RERJShBhqAQw8ARx8DvCPxj8kpB7beCGy5ETAXJnuERJQCwVAYr3WNyBXNmgZwsHUQHv/MvZax9Bql1P5qYuF5bWmOFD4jIiKi1PD4gzjUOhRpbzmAk/YRhBKYoc81arCrJl9qhX1pbT6qrSYoWFmBKHN0nwAO/hA4+RTgd8U/xrpCDpNtvA7Q5yR7hEREREvCnwdHpU5aDa7YTgDvyM/G3jobaoys4knpo4zBMmKwjNJVr9ePrzV348mewZjHSnUaqXrZewtzOUFGRESZy+cCTv1MnjjuPh7/GKVGbmchJo4rdgH83CTKGN5AEEfahicrmh3vHJHCZ3PJMciL0lJ1kzorargoTUREtKgCwRBO2EfkVteNDhxuH4IvMHc43KBRYXu1RQqRiUqka0qyoWQ4nCiz+D3A6afl6uadr8Y/RqECVl8tzwtUXc55ASIiyljNLi/2NtrxO8dozGP1Rh3urbPhzfnZKRkb0WJisIwYLKO0d3TUhT0NnTg0GrvLakeOSfqQ35RtTMnYiIiIlgRxum4/Ik8ki6BZMHanlaRwDbD9VmDDhwFdVrJHSUQpNubx49WWwcmKZmd7xhJ6XnG2Hrvr8nGpVNGMbbSIiIgulphuf713TP5MbhzAKy2DGPfO3c5arVRgc0VupMqoFZvKc6FVK5MyZiJaYoZagUMPAkd/BLgc8Y8xFwNbb5KrmWeXJnuERERES8ZoIIh/a+3B/3YOwD8j+pKjVuFL1cW4sdQKDTdpUJoqY7CMGCyjTCDehn7RN4x9TV3o9vqjHhMf8R8utuCOmhIU6jQpGyMREdGS4BoEjj4KHLpfnmiOR2uW215suxUoWpPsERLREtE/5sWBZnlBW7Ta6hh0J/S8mgJTJGSWj0tq8pFr1C76WImIiJa7dodLriLa5MCBpgEMjPsSep6oQjZRRXRHlQUmnXrRx0pES1QoBDT9Ud5Udu45MWse/zhRlUxUJ1t1FaDifDkREWWuYDiMJ7sHpQ5ZA/7ojRxie8YNNiu+VFWMfC3PsSm9lTFYRgyWUSZxBoP4j7Y+fL+jD54ZbXzMKiU+X1mE28oLoFNytyYREWU4acL5T3LA7NxvgfAsrXQqdstVzFZfA6gZDiHKZB2DLqll5oUseIsuOutKcyYrmm2vssCgVSVlvEREREtZ35gHB5pEgNshBbg7hxILcFdbTdhdmy9VJdtVmw+LiefoRBnP6QCOPQocvB8Ybot/jC4b2PgRYNstQOGqZI+QiIhoyXlleBx7Guw4MR57Hn5Zrhn76m1YbTakZGxEycZgGTFYRhmpw+OTqpf9sm845rEqgxZ7a224wpoNhVjpIiIiynTD7cDhh4DDDwOugfjHmAqALTfKbTJyy5M9QiJKkxZdWpVSatEl2nOJ6iobynKhUXHTBxERpb8Rtx+viEqgIkzWNIBzveMJPa8wSyd9bkphsjorbLlc3CIi6YQcsB+Wq5Od+jkQ9MY/rmidvFls/bWAzpzsURIRES05nZE15KfjrCFX6LW4p64UV1pzuIZMGaWMwTJisIwy2YFI2vxUnLT5G/LMuKeOaXMiIqJJAS9w5hl5Yrr9QPxjFEpgxTvliemaNwOsAkpEAPzBEE50jky2zTzSNgxfcJZKiNOYtCrsrBFVV/KlRfOVRVlQKjlxR0REy5/bF8ThtiHpc1F8Pp60j2BGcf24svVqqRKZqEgmQti1BWYuahHRFJ8LOPUz+bq9+1j8Y5QaYO175XaX5TvlMsJEREQZzhUM4T/be/Ff7X1wzzgxN6qU+ILoelVWAD03QFIGKmOwjBgso0wn+mM/3j2Irzd3wzGjP7ZKAdxQasWXqoth0bA/NhER0aSeU3KbzBM/AXyzVFOw1ADbbgU2fRQwWpI9QiJa4ovph9oGpYpmon3mqa4RqajCXPJNWmkxXapoVmtFRb4xGcMlIiJaoJD1sFzN8wJC1nqNUmoVPVGVbG1pDlQMWRPRTAONwKEH5JaXnpH4x+SUA9tuBjZfD5gLkz1CIiKiJUlEWUR1snubutDl9cc8fm1xHu6oKUWxTpOS8REtBQyWEYNlRBGjgSC+3dqD+zsH4J/xtpWrVuGL1cW4sdQKDSfviIiIpnhGgRNPAgfvB/rPxD9GrQfWfUCuYmbbmuwREtEyMOzy4eVmETJzSJVbmvudCT2vLM8gBcx218mVWwqydIs+ViIiokSEQmGc7RmTQmQiRP1qyyCcvuCcz1MrFdhUniu1tby0Nh+bKnKhU6uSMmYiWmaCAeDcb+XqZM3Pz35c7Vvl6mQrrgCUfD8hIiKacHzMJXW2enUkdh5qa7YR++pt2JJtSsnYiJYSBsuIwTKiGZpcHuxt7MLvHaMxj60w6qWTiDdaslIyNiIioiVLnPK37ZcntM/8EghFVwGdVLpZntBe+35Ay0pDRBRfz4hHWoSX24M50DPqSeh5olWmCJmJsNnOGguy9NxNSkREySGmwFsdLilIJj67DjQ7MOj0zfk80YFuTUm2VI1MhMl2VFlg0rFqPhGdx3gfcORh4NBDwOgsazr6XGDzx4FttwD5tckeIRER0ZLW5/Xj6y3deKJ7EDODLMVaDfbUluD9RXlsOU8UwWAZMVhGNIs/OUZxd6MdDS5vzGNXWLOxt9aGaiMrIhAREcUY6wWOPAIcfhAYtcc/hpPcRJQgMaXQPODEfhE0iyzUj7hjWxPMJNqEbSjLkRbqRdBsS2Ue9BpWaCAiooXTOyoHofc3OaTPqa6RxILQNVbTZLXNXTX5yDNpF32sRLTMiWW29gPyZq7TYjOX/zybuW4D1r0f0BiSPUoiIqIlzRsK4X87B/BvrT0Yn9GWXqdU4G/LC/F3FYUwsWIwURQGy4jBMqLz8IfCeLhrAP/S0oORQHS7Ao1Cgb8pL8DnK4uQxRMMIiKi+G05Gp6TJ76b/jT7cbVvAbbdCqy4ElCxOgMRnV8wFMbprlGpmplYzD/YOgiPP3oyMB6dWoltVXnSIr4Im6235UCtUiZlzERElH6tm0VlsqYEWzcXZ+snK2qK+5Ichj2IKEHeMeDET4CD9wN9r8U/Rq0H1n0A2H4rYNua7BESEREteSKu8rtIQZFWd2xV4XcX5EpVyioMLChCFA+DZcRgGVECHL4AvtnSjR91OTBzyapAq8aXa0pwXbEFSpZEJSIiis/RBBx6ADj6KOAZjn9Mtg3YejOw5QYgqyjZIySiZcobCOJo+7Bc0azJgWMdw1L4bC5ZOrXULlMEzS6ts2JFkZktDoiIKIrLF8DB1qHIZ8wAXusalYoGzSXXqJFCzLvEZ0xtPqqtJn7GENGF6Tsjh8mOPwH4xuIfk1cth8k2fQwwWpI9QiIiomXhrNONuxu68MJQ7OfpWrMe++rKsDvPnJKxES0XZQyWEYNlRIk7Pe7GngY7Xhoej3lsg9mAffU27MzlyQcREdGsfC7gtZ/LVcy6jsY/RqkGVl8DbP8EULkb4CIcEV2AcW8Ar7aIlmQOKWh2pns0oedZzdrJAIAImpVbjIs+ViIiWlp8gZAUUBbVyMTnyNGOIfiDc09tG7Uq7Ki2SBXJdtXmY01JNpRKnsMS0QUK+ICzz8qBsrYXZzlIIVf73vEJoOYtgJIVeImIiOIZ8gfwry09eKhrADNP6S0alVQ05KMl+VBx7ploTgyWEYNlRBdIvKX9ZmAEexu70O6JLZf63sJc3FlbijK9NiXjIyIiWjbsh4GDDwCnngICnvjHFKyWd2Bv+DCgz072CIkoDTjGvTjQLFqWibDZAFodroSeV5ZnmGxZJkIChVn6RR8rERElV0i0V+4elVori88J0V7Z5QvO+TyNSoHNFXnS58SldfnYUJYLrZrhDiKapxE7cPgh4MjDwHhv/GOMVrm699abgLzKZI+QiIho2QiEwnikawD/0tKDoUD0ub1aAdxqK8DfVxUhR6NO2RiJlpsyBsuIwTKi+fEEQ/hBZz++09YLVzC6QaZBqcDfVhTi0xVFMKo4sUhERHRerkHg2I+BQ/cDg83xj9GagQ3XylXMitYme4RElEbsw24pYCYCBCJI0DfmTeh5olWmaJspWptdUpuPbL1m0cdKREQLS0xTNw845daWjQ683OLAsMs/5/NEEYP1thwpaCzCZNurLDBoVUkZMxGlKbFs1vKCXM377K+B8Cyh1vJL5OvgNdcAal2yR0lERLSs/HVwDHc22vG6M3YT81st2binvhR1Rm4cJLpQDJYRg2VEF6nH68fXmrvwk56hmMdsOg321JbiPYW5ULCUKhER0fmFQkDz83Lbj3O/AcLRwe1JFbvkifXV7+bEOhFdFDFd0dTvlFqeiZDZgSYHRj2BOZ8nuputL8uV2maKsNm2qjzoNQwYEBEtRV0iUBypWinue0ZnqZQ7Q12hWXqfF22Sd9XkI8fIQDERLQD3MHD8cfm619EQ/xiNcWpjVfH6ZI+QiIho2Wl1e3FPY5fUcWqmOqMOe+tseFs+u2EQzReDZcRgGdECOTLqxJ4GOw6PxrbW2ZFjwr56GzZmGVMyNiIiomVnuENuA3L4YcDZF/8YU8FUK5DcimSPkIjSUFC0ROsaxUuRoJloiebxzxJynUa0P9takSdVM9tdZ8XGshyoWbmYiCglBp0+KSgs3svFfcuAM6Hn2XIN0vv4pXVWqTJZUTYrGRDRAuo+ARz8IXDyKcA/S2t26wo5TLbxOkCfk+wREhERLTvjgaDUWeoHHf3wzYikZKuV+GJVMW62FUAjdggS0bwxWEYMlhEtoFA4jF/0DmFfUzd6fNGtFMQpy3UlFny5ugSFOu5yJSIiSkjAB5x9Rt7N3fZS/GMUSqD+CnkCvvYtgJJhDiJaGN5AEMfah/FSkwMHmgZwtH0YgdDcUxxmnRo7qy1yy7Q6K1YWZUHJSUwiokUx7g3gYMugFAgW79dnukcTel6+SSu9T4vKk5fW5aPCYmS1eSJaWH4PcPppud1l56vxj1GogNVXy9ezVZfLvXeJiIhozvXYn/QM4mvN3ejzRVeeF5+k15fm4/bqEli16pSNkSidlDFYRgyWES08ZyCI/2jvw3919ME7Y+HJrFLiC1XF+ESZFToufBMRESWu9zRw6H7g+BOAbzz+MXnVwLZbgM0fB4yWZI+QiNKc0xvAq62Dk+3UTnePIpEZDxFeuESEzBheICJakNDvkbZhKfArgmTHOy4s9CsqS4rKZAz9EtGiGWoFDj0IHP0R4HLEP8ZcLFff3nojkF2a7BESEREtWwdHnLizoRPHx9wxj+3KNWFfnQ3r2EGKaEExWEYMlhEtona3V6pe9kz/cMxjVQYt7qmz4R352VxUIiIiuhDeMeDEk3IVs77T8Y9R6YB1H5B3fdu2cNc3ES2KIdFurdmB/U0D2N/oQPM82q2J+0K2WyMiOm+b4lP2kcnWlhfaplgEekWYbIONbYqJaBGFQkDTH+XqZOeeAzDLspioSiauU1ddBajY1YKIiChRXR4f7mvuxs97h2IeK9NrsLfWhqsKcrjmSrQIGCwjBsuIkmD/0Dj2NHbitXFPzGNvzMvCPfWlWGUypGRsREREy5a4zGh/WZ64F+1FQtFtqCeVbAK23wqs+yCg5W41Ilo83SNuKWAmwg/ivmc09vw/nrpCMy6tzceuWit21eQjx8hFRiLKXGIquaFvXKoOKSqSvdzswJgnur1NPKL42Iay3Mng7tbKPOg1qqSMmYgymNMBHHtU3vg03Bb/GF02sPEjcnXtwlXJHiEREdGy5g6G8P2OPnyvrQ9uEeSexqBU4nOVhfhkeSEM3ERCtGgYLCMGy4iSJBgO4/Fu0e+7C4P+YNRjKgVwY6kVX6ouRp6G/b6JiIgu2HgfcOQRud3I6CzntPocYNPHgG23Ata6ZI+QiDKMmAppGXBKoQgRjhCVzYZdswRgZwQj1tlysLtWrma2vcoCg5bBCCJKbx2DLqkamRTMbXKgf8yb0PNEO8vdoiJZrRU7ayzI1jOYS0RJIJa87IflTU6nfg4EZ3nPKlonb3Jafy2gMyd7lERERMt+XuWZ/hHc02iH3Rs7n/LBojx8pbYEJTptSsZHlEnKGCwjBsuIkmvEH8C323pxf2c/AjPeHfPUKilcdkOpFWqxokREREQXJhSU246ICX7RhmQ2NW+S24+seCegYqibiBZfKBTG6e5RqW3mS40OvNoyCPeMDSfxaFVKbK4QFXisUju3jeW50HAXLhEtcwPjXilAdiDyntg+6EroeRUWoxS6Fa0tRYXHgizdoo+ViGiSzwWcekq+3uw+Hv8YpQZY+175erN8J8B2XERERBfs5JgLexrseHnEGfPY5iwj7qu3YWuOKSVjI8pEZQyWEYNlRKnR6PJgb2MX/uAYjXlspUmPfXU2vMGSlZKxERERpQVHE3D4QeDoo4B7KP4xWaXAtpuBLTcAWcXJHiERZTBfIITjncN4qVFum3m0Ywj+4NzTJ0atCjuqLbhUVDSry8fq4mwouSmFiJa4MY8frzQPShXJRGWysz1jCT3PatZJoVopTFZrRbmFbc2JKAUGGoFDD8gtLz0j8Y/JKZevLTdfD5gLkz1CIiKitNDv8+MbzT14rNuBmTMkRVo1vlJbKlUqUzK4TZRUDJYRg2VEKfZHxyjubrSj0RVbMv1KazburrWh2sgduERERPPmdwOv/ULeVS7alcSjVAOrrpZ3lVddxl3lRJR0Ll8AB1uHpLaZoorPqa4RqcvSXPKMGuyKBC4urbOiKt8IBd/DiCjFPP4gDrcNTVZpPGkfQTA095tall6NS2rycWmkKll9oZnvaUSUGsEAcO638nVk8/OzH1f71kg17CsAJduXExERzYcvFMIDnQP4VmsPxoKhqMe0CgX+X3kBPltZBLOan7VEqcBgGTFYRrQE+ENhPGjvx7+29mA0EHvCdFt5AT5fWYQsnjARERFdHPsR4ND9wMmngIAn/jHWlfLCwMYPA/qcZI+QiEgy7PLh5WaHFDITVc2a+mPbP8RTmqPHrkjbTBE2K87RL/pYiYgCwRBO2Ecmw7GH2oakyoxz0amV2F5lkSowikqMa0uzoWa7XyJKpfE+4MjDwKGHgNFZ1kv0ucDmjwPbbgHya5M9QiIiorQhYiSis5Po8NTkji3AcVVBDu6qLUWlgQU4iFKJwTJisIxoCRnwBfDNlm482uXAzOnXAq0ad9SU4MPFFpZ4JSIiuliiNeaxx+Xd54NN8Y/RmIAN1wLbbwWK1yd7hEREUXpGPFLlHxHYEMGNrpFZwrEz1BSYpLCGCJqJKkC5Ru2ij5WI0l8oFMa5vjGpGpl4T3qlZRDj3sCcz1MpFdhUnjvZ2nJLZS503ERHRKkmlrDaD8jXh6d/CYT88Y8r3Qxsvw1Y935AY0j2KImIiNLKOadH6uj0/OBYzGOrTXrsq7fhsryslIyNiKIxWEYMlhEtQa+Nu7GnwY79w+Mxj23IMuC+Oht25JpTMjYiIqK0EgoBLS/ICwiv/xoIz1JZo3ynXMVszXsANXfIEVFqiWmWVodLDpqJUEfTAIZcsyyATiP2p4hqQCJoJtpn7qi2wKhVJ2XMRLT833faB12TVRQPNDngcPoSeu7qkuxIa0vxvpMPs47vO0S0RHjHgBNPAgfvB/pOxz9GrQfWfUDecGTbmuwREhERpZ1hf0BqefmgfQCBGSkSi0aF26tL8PGSfKiVLLJBtFQwWEYMlhEtUeKt89cDI1L51w5P7GTt+wpzcWdtKWx6VhwgIiJaECOdwOGH5bYn473xjzFagS3XA1tvBvIqkz1CIqJZKwed7RmTAmYi8PFqyyCcvuCcz9OoFNhcnieFzC6ts0pVhLRqtqAjIlnfqKiUKIdXRWUy+7A7oedV5Ruxu84qhVgvqbEg38xQPhEtMX1n5DDZ8ScAX2yVFEletRwm2/QxwGhJ9giJiIjSTjAcljo2faOlG4P+6DkLlQK4xWbFP1QVI1fDjShESw2DZcRgGdES5wmG8IPOfnynrReuYHQVFYNSgU9XFOFvKwphVHEBiIiIaEEEfMDZZ4FDDwCtf53lIAWw4gq5ilntWwElP4eJaOnwB0M40TksBUFE0Oxo+zB8M64l4jFqVdheZZFa1Img2ZqSbCi5Q5goY4y4/Hi5RW5tKQJlDX2xVdTjKcrWTVZCFIEyWy7bwxHREr7OE4GythfPc513JbDjE0DNW3idR0REtEBeHBrDXQ12nHZ6Yh57U14W7qm3YaVJn5KxEdHcGCwjBsuIlokerx9fbe7CT3uGYh6z6TTYU1uK9xTmQiH62xAREdHC7WQXAbNjj8++kz23Eth2C7D5esCUn+wREhHNye0L4lDboBQ0O9A0gJP2EYQSmKnJNWpwSbUImclhkRqridcbRGn23nCwdXCyKtmpBN8bcgwa7KqR3xt21VpRW8D3BiJawkbswOGHEqhMfQOw9SZWpiYiIlpAbW4v7m3qwq/6R2IeqzZocU+dDW/Pz+b1BNESx2AZMVhGtMwcGXHizkY7joy6Yh7bmWPCvnobNmQZUzI2IiKitOUdB07+BHj1f4G+1+Ifo9IBa98nVzEr2wZwQoSIlqiJqkQHmuSKZolWJSrO1kvVzKQWd3X5KMlhVSKi5VbN8HiHXM1QBMkSrWZo0KiwvdqCSyPVDFeXZEPFaoZEtJSJJamWF4CD/wuc/TUQnqVFePkl8vXbmmsANdv2EhERLRRnIIjvtvfhvzv64J2xeyVLpcQXqorxiTIrtKwOSrQslDFYRgyWES0/oXAYP+8dwn1N3ejx+aMeE1O7Hymx4Ms1JSjQalI2RiIiorQkLm06XpEXKF77PyAU/Tk8qXiDvECx/oOA1pTsURIRXZC+Uc9kxSIROLEPuxN6XrXVNNk285KafFhM2kUfKxElLhQK40zPKPaLtrhNA3i1ZRAu3yzhimk0KgU2l+dJrS3Fv+9N5bnQqrngQ0TLgHsYOP643O7S0RD/GI0R2HCtfL1WvD7ZIyQiIkr79cuneofw1aYu9PoCMeuXHy2x4J+4fkm07JQxWEYMlhEt78T/99r78P04iX/ztMS/jol/IiKihTfeDxx9BDj0IDDSEf8YXQ6w6aNyq8yCFckeIRHRBRNTOO2DLiloJqqZiapmDqcvoeeuKcmW22bWWrGj2gKTTr3o4yWi6H+/zQNO6d+vaHsr/v0OuWYJwU8jiqyuLc3GpbVWKUwm/v0atfz3S0TLSPdxefPPyacAf2yXB4l1hRwm23gdoM9J9giJiIgyouPSVxrsODrGjktE6aaMwTJisIwoPXqU72vqwrPsUU5ERJR8oSDQ8Ht5IaPxD2JZN/5x1W+QFzJWvgtQcVceES2fikfn+sbk1nmNA3ilZRDj3uhdx/GolQqpypFomymqmm2uyIVOrUrKmIkySeeQHAQ9EKk62DvqTeh5tQWi4qDc1lZUHMw1suIgES0zfg9w+mng4A+BzoPxj1GogNVXy9dhVZfLSVoiIiJaUD1eP+5r6pIqlc1k02lwV10prinI5Rol0TJWxmAZMVhGlD72D41jT2MnXhv3xDz2prws3FNvw0qTPiVjIyIiygiDzXIFs6M/AtyxkymSrBJg603AlhuB7JJkj5CI6KIEgiGcsI9IITMRNjvcPgRfIDTn8/QaJbZXWSaDLGtLc6BSclKZ6EL1jXmkEJkcJHNIFQYTUZqjnwx6in+HxTmcGyCiZWqodeqay+WIf4y5WL7m2iquuUqTPUIiIqKM4AmG8D8d/fj39l64gtHzAgalAn9XUYRPVRTCqGJXJaLlrozBMmKwjCi9BMNh/Ljbga83d2PQH4x6TKUAbiq14ovVxcjTsK0FERHRovG7gdf+T65iZj8U/xjunieiNODxB3G4bUhqm/lSkwMnO4cRSmAWKFuvlqokXVonB81qC8zcvUwUx7DLh5ebB6XWliJI1tA3ntDzLCat1NZyV+TfWVW+kf/GiGj5CoWApj/K11fnnpu9SrS4rhLXV6uuYpVoIiKiRSKiH7/qH8E9TV3o8PhiHn9fYS7urC2FTc+qyETpoozBMmKwjCg9jfgD+HZrL+639yMw4104T63C7TUluL4kX2pRQ0RERIuo6xhw6H7gxE+BgDv+MdYVwLZbgY3XAYbcZI+QiGjBjHr8eKV5UAqaiYpKr/eOJfS8wiydXElJCppZYcs1LPpYiZYipzeAV1sHJ1tbvtY1ikRmVrN0auysyY/8O8rHisIsKHm9T0TLndMBHHsUOHg/MNwW/xhdNrDxI8C2W4DCVckeIRERUUZ5bdyNPQ127B+O3fCyIcuA++ps2JFrTsnYiGjxMFhGDJYRpbkGpwd7G7vwx8HRmMdWmfTYV2fD5ZaslIyNiIgoo4jWmMefkHfZOxrjH6MxAus/JO+yL9mQ7BESES24/jGvFI4RIZmXmgbQMThLwHaGynzjZNtMUXEp36xb9LESparq39H24cmKZMc6hhFIoOzfRHtZUZXs0lor1pZmQ80WM0SUDsRykv2wfN106udA0Bv/uKJ1wPZbgfXXAjouYBMRES2mAV8A32zpxqNdDkQ3vQQKtGrcUVOCDxdboGSVZKK0VMZgGTFYRpQZ/uAYxd5GOxpdsZMx77Tm4O66UlQZuFhDRES06MTlUcsL8kLJ2V8D4ejW1ZPKdsgBszXvATT6ZI+SiGhRdAy6pKDZS42iGpMDA+OzLBbPsKo4S6pkJqox7ai2IEvP9la0PAWCIZywj0xWJDvUOgRvYObSTCyNSoHN5XlSkEz8O9hUkQudWpWUMRMRJYXPBZx6Sr5O6j4e/xilBlj7Xvk6qXwnwMVrIiKiReUPhfGQfQD/2tqDkUD0HKZWocDflBfgc5VFyOK1CVFaK2OwjBgsI8qsE8AH7f3SCeDojInriRPAz1cWwcwTQCIiouQYsQNHHgYOPwyM98Q/xmABtlwvt3bJq0r2CImIFo2YLjrXOz4ZNHul2YExb2DO56mUCmwsy5GCZiJks6UiD3oNr2FoaQqFwjjTMxoJkjnwassgxhP4ey66WK635WBXrRyo3FaVB6NWnZQxExEl1UAjcOgBueWlZyT+MTnlwLabgc3XA+bCZI+QiIgoI/3JMYq7G+1oiFOw4kprNu6utaHayIIVRJmgjMEyYrCMKPOcr2RtYaRk7bUsWUtERJQ8QT9w9lfy7vzWv85ykAKof7u8O7/ubYCSIQoiSi+iktOprlG81DhwQZWcdOppLQHrrFIYR4TPiFJBTIM29TsnW1seaHZg2OVPuDKfXJHMKlXmyzGwMh8RpalgADj3W/n6p/n52Y+rfat8/bPiCl7/EBERJUmTy4O7G7ukTkgzrTDqsa/ehjdaslIyNiJKDQbLiMEyogz22rgbexrs2D88HvPYxiwD7qsvw/YcU0rGRkRElLH6zso79o8/DnhjJ3AkuRVyBTOxY99kTfYIiYiSwuMP4kj7EPY3OvBS0wBOdI4gGJp7iilLr8bOarldoAjprCzKgpJBM1rkFq8TrS1FmKxvLLEWr9VW02Rry0tq8mE1c7c/EaW58T65YvOhh4DRWdYi9LnA5o/L1zv5tckeIRERUcYa8Qfw7bZe3N/Zj8CMS+9ctQpfqi7GjaVWqHl9TZRxyjIhWLZ//3489NBDePHFFyd/k+I3ftlll+Gmm27C7t27F+1nj46O4tFHH8Vzzz2H48ePY2BgAH6/Hzk5Oairq5N+thjDunXrkCoMlhFlNvEW/av+EdzT1IUOjy/m8fcX5eHOmhKU6rUpGR8REVHG8o4DJ38KHLwf6D0Z/xiVFljzXnkXf/kOgNVGiSiNjXn8UhtB0TZTBHjO9owl9DyLSYtLakRFMyt21eSjtsAEBd8v6SL0jXqkSmQi9Li/eQAdg+6EnleSo5eqkU2EHktzDYs+ViKilBPLQ+0H5Opkp38JhGap4li6Gdh+G7Du/YCG749ERETJEgyH8Xj3IL7e3A2HPxD1mEoBKUz2xepiWDTqlI2RiFIrrYNlTqcTn/3sZ/HAAw+c97hbbrkF3/3ud2EyLWxVnscffxx/93d/h8HBwTmPFeEyMYasrOSXjWSwjIgEdzCE/+now3fb++AKRrebMSiV+ExlIT5VXgiDSpmyMRIREWUkcTnVeVBeiHntF0AwNgguKVoPbL8VWP8hQGdO9iiJiJJuYNwbqRIlB83aHK6EnleYpZsM9oiQT7nFuOhjpeVt2OXDyyJIFvn71tgXW/U7nnyTdvLvmfg7V5lvZKiRiDKHdww48aS8UabvdPxj1Hpg3Qfk6xjb1mSPkIiIKOMdGB6XOhudGo/dLHN5nhn31tmw2szAN1GmK0vXYFkwGMS73vUu/O53v5v8NYPBgLVr10KtVuP06dNSNbEJV1xxBX71q19BpVItyM//7//+b3zqU5+K+rX8/HysWrUKWq1W+p/d0NAQ9fill16KP/zhD9Dr9UgmBsuIaLpurw9fberGU71DMY/ZdBrcVVeKawpyORlORESUCs4B4OiP5FaZw+3xj9FlAxuvA7bdChSuSvYIiYhSpnPIJQd/GgekalK9o4m1I7TlGqTQz+66fOyqsaI4J7nzMrT0jHsDONg6ONne8rWuUSnnnUgbVtHSUvr7VGvFiiIzr52JKPP0nZHDZMefAHyzVBfNq5bDZJs+BhgtyR4hERFRxhMdjO5t7MIz/cMxj1XqtbinzoYrrNm8niGi9A6W3XHHHfj6178++f1tt92Gf/7nf4bFYpmsZia+v++++6Ke89WvfvWif3ZTU5MUYPN65QnM4uJifP/738d73vOeqDffc+fOSRXNfv/730/+2t133429e/cimRgsI6J4Do84cWeDHUfHYnf9X5Jjwr56G9ZncWc/ERFRSoSCQOMf5CpmDeJ6YpZLrspLgW23AKuvAdRsa01EmUNMRTUPOKVgkHRrdmDQOUvFxxlqrCZcIgWD8qWQkNWsW/TxUmq5fUEcbhvCgeYB6e/Lic4RBEJzT2caNCpsr7ZEgmT5WFuaA5WSCy9ElIECPuDss3KgrO3FWQ5SACuuBHZ8Aqh5C6BkVwQiIqJkcwaD+I+2Pny/ow+eGdc8JpUSX6gswm3lBdDxc5qI0j1YJn5DdXV18Hg80vfXX389HnnkkbjH7tmzZzJcJiqaNTY2orS09KJ+/j/90z/hG9/4hvS1qI526NAhbNy4Me6xPp8Pl112GQ4ePCh9X1RUhK6uLiiT+GbNYBkRzSYUDuNnvUO4r6kLvb7ovupiqvyjJRb8U00JCrSalI2RiIgo4w21AoceBI48ArgH4x9jKgC23ABsvQnIrUj2CImIUi4UCuNc3xj2N8ohM9HWcMwTfY0zm5VFWVI7Q3G7pDofOUZe/yx3Hn8QR9qGpL8H4u/DsY5h+INzT19qVUpsrsiVW1vW5WNjWS60ai64EFEGG7EDhx8CjjwMjPfGP8ZonboWyatM9giJiIgosvnq52K9r7kb3V5/zOPXFVtwR00JCnW83iWiDAmW/eM//iO++c1vSl8bjUZ0dHRMViqLF+wSITRxjHD77bdPhsLmS7S03L9/v/T11VdfjWeeeea8xz/11FP40Ic+FFXJrL6+HsnCYBkRzcUZCOJ77fIOBu+MHQxZKiX+vqoYt5ZZoeUOBiIiotTxe4DTTwOH7gc6XjlPlYAr5DaZdW8FlKokD5KIaGkIhsI43TUqtTkU7TNF20OXLzjn80Qh+rWl2VKwaFdNvlStyqxTJ2XMdHFBMhEeE9XIRJjsaPswfMHQnM8Txcc2lOVOtrbcWpkHg5afnUSU4cRyT8sLcvXks78GwrN8fpZfAmz/BLBGVE9m9U8iIqJUOTrqwp6GThwaje1QtD1b7lC0KZsdiogow4JlIpQlKo8JN910Ex588MHzHi/aT957772TzxXBrouxYsUKNDQ0TFYvm96SM56zZ89i9erVk9+/9NJL2L17N5KFwTIiSlSb24t7m7rwq/6RmMdqDDrsrSvF2/PZc52IiCjlek7KbWhO/ATwO+MfIyqXbb0Z2Hw9YC5I9giJiJYUfzCEE51y8EgEzURbRG9g7uCRaHu4oSwnKnik1zB4lGq+QEgKkkkVyZocONKe2J+nsLokWwoNXlonBwez9dyxT0QkcQ8Dxx+XrzMc8vpHDI0R2HCtHCgrXp/sERIREdE0vV4/vtbcjSd7YjsclOo02FNbivcW5nJNj4gyL1j2+uuvY9WqVZPfP/HEE/jwhz983ue8/PLL2LVrV9RriHDYfG3ZsgVHjx6Vvv77v/97fOtb3zrv8cePH8emTZsmvz99+nRU0GyxMVhGRBfqpaEx7Gmw47RTbjk83ZstWbinzoYVJn1KxkZERETTeEaBE08Chx4A+k7HP0alBda8R65iVnGJXI6HiCjDiQpXoqrVgaYBqVWi+Dowo3rz+Vol7ooEzTaW50CnZtAsmcHAl5sHcahtEB5/YkGyVcVZuKQmX7rtrLYgz6Rd9PESES0r3cfl6mQnnwL8sZVOJNYVcphs43WAPifZIyQiIqJpvKEQftDRj++09cI5o1KzXqnA31YU4tMVhTCpeK1KREsnU5TUfgAipDXd9MDY+YJgWq1Waos58RoXEyzbsWPHZLDsL3/5y5zHv/DCC5NfW61WrFy5ct4/m4goGS7Ny8Lvt6/EY10O/HNLNwb9UyXvnx8cw18OnsXNNiu+WFWMXA3bwhAREaWMPhvYcZu8yNP+stwmU7TLDMrXPhLx9cmfyrfCNcC2W4ANH5afS0SUoUTVMREOEzfB5QvgUOuQVM1MBM1Odg4jXs5MtFd8pWVQun3nDw3QqZXYUpEnh5ZqLNhUnsuKZgsgEAzhpH1E+rM4EKkwl0grU6G+0Cz/2dbkY0e1BflmtmcjIorh98jXDQd/CHQejH+MQgWsvlq+1qi6nBtUiIiIUkzU+vntwAj2NnahzTNt7i/imsJcqUpZuZ6baYho6UlqxbJ77rkHe/fulb4WYTGPx5NQ+ca6ujo0NTVNvsZdd9017zGIUNm2bdsQCskJ4Iceegg33nhj3GPb29uxc+dO9PT0SN9/7Wtfw5e//GUkEyuWEdHFGPYH8O3WXjxg70dgxru9RaPC7dUl+HhJPtRKTi4REREtCeP9wLFH5Spmw+3xj9GagfUfArbfyhY2RERxjHr8eLV5UAo2ibDZme7RhJ6nVSulcJlUIavagi1snZlwRbJT9hG82iL/Pz/YMghngkGy2gKT9P9bhMl2VuejIItBMiKiWQ21AoceBI7+CHA54h9jLga23gRsvRHILk32CImIiCiOM+Nu3NVox1+HxmMeW282YF+9DZfkmlMyNiJa/srSrRXmLbfcggcffFD6uqamZjIsNpe3vOUteP7556Wvb775ZjzwwAMXNQ7R/vJLX/qSlAxWKpX4m7/5G2lsa9askQJv4n/2s88+i/vuuw99fX3Scz760Y/i4Ycfhlqd3Oo+DJYR0UJocHqkk1ZRsWym1Sa9dNJ6WV5WSsZGREREcYSCQOMf5Spm554T+xrjH1e2Qw6YrXkvoGGrayKieAadPrwiqmdFgmaNfbGT+fFoVAopaCYCT6Ki2dbKPBi1rPrs9olWpEN4tXUQB1sHcaRtGO5plbLPp9oqB8kuqbFIVckKs/nZRUR0XmKDfOMf5HaXDb+b/bpAVCUT1clWXQWoNMkeJREREcUx6A/gX1p68LB9ANFNL4F8jRp31JTguhILVKwsSkQXIe2CZR/84Afxs5/9TPp68+bNOHLkSELPe+9734unn3568jV++tOfXvRYfvKTn+D2229HW1vbeY+rqKjA5z//eXzhC1/AQvn2t78t3RLR3d0tVVdjsIyIFsIfHKO4u8GOJrc35rF3WXNwd10pKg3cIU5ERLSkiMplhx8CjjwCOPvjH2OwAJs/Dmy7GbDUJHuERETLSt+oBy+LlpjNDrzc7EBTvzOh54lKzxvKcrBTtM6stmBblQVmXfoHzYZdPhxsHZJCZKIqmahOFojXazSOynwjLqmWK5KJQFlxDoNkREQJcTrkSsYH7weGZ1nD0GUDGz8CbLsFKFyV7BESERHRLPyhMB7uGsC/tvRgOBC9CUejUODWMiv+vqoY2WpWyCai5REsS+rsl9M5NVGn1yc+kWQwGOK+xsW49tprsXr1anzyk5/EgQMH4h6TlZUlVTO7/vrrsZBGR0elP1giomR7W3423pBnxoP2AXyrtQejgak9Er8eGJGCZ58sL8DnKotg5gktERHR0pBbAbz1LuCN/wScfUZeXGp7KfoY9yCw/7vyrfatchWz+isAVfoHHoiILpSoknXNxlLpJvSPeaXAlAiZvdLiwLne+BXNRJjqSPuwdPv+n5ugUiqwpiQb26rysL3Kgm2VeWlRgatr2D0ZIhP3s/3/iKcszyBVIpOqktXmw5Y7NadHRERzEDUA7Ifl6mSnfg4EYzeGSorWyef7668FdGybRUREtJT8eXAUdzV04ZzLE/PY2/OzsbeuFLXG5X/dSESZJamrDH6/f+oHX0BLyenH+ny+ix7H4OAgPv3pT+PJJ5+U2mEKOTk5UitMEXgTVcJef/11jI2N4c4778Q///M/47vf/a7UhnMhZGdnS2nBC6lYRkS0ULRKJT5ZXoj3F+Xhmy09eLTLMVlE3xcO43vtfXiyZxBfqSnFh4rzoGQJXiIioqVBrQXWfUC+9Z0BDj0AHH8C8I5GH9f0R/mWbQO23gRsuQHIKk7VqImIlryCLB2u2lAi3QTHuBw0eyUSNjvbMxb3ecFQGCftI9LtwZdapV+rsBilgJmoZiYCZ3UFZiiVS/eaSvweRGvQI+1DONgyKLW37BxyJ/z8ukKzFKrbUS2H68ryjIs6XiKitORzAaeekgNl3cfjH6PUAGvfK7e7LN8JcL6OiIhoSWl2ebG30Y7fOWbM0wGoN+pwT50Nb8nPTsnYiIiWVSvMa665Bs8884z09fbt2/Hqq68m9LwPfehDeOqppyZfY6It5nwMDQ3hDW94A06dOiV9LwJeIjQm2m0qlcrJ40SJuD179uChhx6a/LUf/OAHuO2225BuZeuIKLOdGnNhT6MdB4ZjK0JuyjLivnobtuWYUjI2IiIimoN3PLIIdT/QcyL+MUo1sOpquapB1eVchCIiukBDTp8UuHqlWYTNHDjdPSoVlUlEll4ttc9cb8uN3OdIVb0UKXgvFlOAIjR2onMExzuHcaxjWGpr6fJFt2aZjajQtrY0OxIkkyu05Zt1iz5uIqK0NdAobxYRLS89I/GPyS6T292LzSLmwmSPkIiIiOYwFgji31p78cPOfvhnXChmq5X4UlUJbrJZoVnCG46IaHkrS7dWmGbzVFlmtzvx3Y8ulyvua8zH5z73uclQWUFBAfbv34+Kioq4//MffPBB5Ofn41vf+tbkc6+88kqUl5df1BiIiJaSdVlG/HxTHZ7tH8E9TXZ0eqaqSx4bc+HqIw34QFEevlJTglK9NqVjJSIiohlE6xupKtmNkbY59wOv/RwITCu3HwoAp/9PvllXANtuATZ+BDDkpnLkRETLRp5JiyvWFks3YcTll1tFtg7iUOugVLHMH4yfNBvzBPBSo0O6TbCYtFLATATN1tlyUFtgkip96TWqBRvzqMeP1gEnWgacaOobx6muURzvGIbDmXgnAJ1aic0VudhRZcH2agu2VOTBpGOLZSKiixIMAOd+K1cna35+9uOk9vafAFZcASgX7vOBiIiIFkYwHMaT3YP4WnM3BvyBqMdEKZvrS/Nxe3UJ8rW8hiKi5S+pFcs++9nP4nvf+570tQhsDQwMJPS8rVu34siRI9LXn/nMZ6QKY/PR0dGBqqqqydaS//Zv/4bPf/7z532OCMCJ5/T19Unfi9aY+/btQ7KwYtnS5nK14eixG2E21cNkXgGzaQVMpnoYjbVQqbhrl5YfdzCE/+now7+39cE9ow2vQanEZyoL8anyQhhUUxUeiYiIaIlxDQLHHpOrHww2xz9GbQDWfwDYditg25LsERIRpRWPPyhVATvUJoJmQzjcNoQR99SGnUQVZetQnmeU2mmWR27i6xyDBoFQCOISTboPhxEIhqWFDNHK0ukNotXhREu/HCRrHnBiYNx7wT8/W6+WWnhOVCQT4Tetmtd+REQLYqwXOPIIcPhBYNQe/xh9LrD54/JGkPzaZI+QiIiIEvTy8Dj2NNhxcjy2kM6luWbsq7dhjdmQkrERXYxwOASPxw6nswHj4+fke+c5FBVdjarKT6Z6eJQpFctWrlw5+bXD4ZAqkRmNxoQCYRNWrVo175///PPPT4bKJtpqzsVgMOAd73gHHn30Uen7v/zlL/P++ZR+nM5z8Hg6pNuA40/THlHCaKyEKRI0kwJn5hUwGqqgVGpSOGKi8xOBsc9XFePDJRZ8takbT/UOTT4mgmbfbOnBj7sduKvWhncX5KSkfQsRERHNwWgBdn8GuOTTQMuf5Spmr/8GCE9rdRZwA0cflW+lm+VqCGvfD2jnvj4jIqJootKYCGKJmxAKhdHUP45DbUM40TmM4x0jONc7hkDo/Hs7e0e90k08b7GplQqsLsmWqqZtLM/FxrJc1BeaoWR7FiKihSP29LcfkKuTnf4lEJoldCydj98GrHs/oOEiNBER0VLV6fFhX1MXnu4bjnmsQq/F3rpSvNPKtTNa+kTtKa+vF85p4TFxL27B4FQ3wQlGY1VKxklLR1KDZatXr476/tixY9i9e/d5nyOSdf39/bO+xoUQrzVdoi0tpx/X09Mz759P6Ue8ycYXgsvVIt36+5+b/FWFQgOjsXpa2Ey+NxgqoFCwpDktHSU6Lf5jTSVutllxZ4MdR8emTiJEq8y/ea0Vl+SYcF+9TWqlSUREREuQUgnUvkW+jXYBhx8GjjwMjHVHH9d1FHj608BzdwCbPiZXSLDWp2rURETLnghn1RdlSbeP7KiYrGp2pntUapspgmYn7cNo7BvHHFmzhRmPAqjKN0UCZDnYUJ6LNSXZC9p6k4iIpvGOASeelDd49J2Of4xaD6z7ALBdVBDemuwREhER0QVwBoP4z/Y+/Fd7HzwzLuKMKiW+UFmE28oKoGe3H1qCfL4BjIvQWFSI7BwCgbGEX0NUL6PMltRg2Y4dO6DT6eD1yuX4X3zxxTmDZX/9618nv9br9dJrzJf42TPbXGo0c1ePEpXVplcwI5ogWmAWFV4tvQGLEFk4fP5WF+Jx8UYtbn341eSvK5U6mIx1UtBMVDmTW2qugF5fylQ7pdTWHBN+tbVeqlz21aYu9Pqm+sS/POLE2w+dw8dK8vGPNcUo0LIaHxER0ZKVXQq8+cvAG74oVy8TVRNaXog+xjMCvPxf8q36DXKbzFVXASp+xhMRXSwR4tpckSfdsEv+Nac3IFUy6xhyo2PQhXaHCx1DLrQPutA17L7g0FlBlg7VVhNqrCbpXvq6wCS11NSpGSIjIlp0fWfkMNnxJwDfLAt1edVymExs6BCVhomIiGhJV3X6Rd+wVKWs2xu7BvzhYgvuqClBkY5zZ5R6fv9IVHDMOS5/7fcPzvs1dbpiKbdgzlqzoGOl5SepwTKz2Yy3vvWt+PWvfy19/9hjj+H2228/73PEMRPEc00m07x/fmlpadT3hw4dwlve8pY5n3f48OHJr0VfUqIJBQXvkG5CKOSHy90ak/Z1udqkCmbnEwp5MTb+mnSbTqUySdXNprfTFGE2rbaQgTNKGqVCgWuLLbjKmoPvtvfhvzv64I2scIj/PtrtwNN9Q/iHqmLcUmaFVlRHISIioqVJhMTWXCPfBhqBQw8Axx4DPDNK+Lf8Rb6Zi4EtNwBbbwJyeC1ERLSQTDr1VNhsBn8wJIXLOgbdcPuDUutK1bSb+F4ZudeolCjLMyBLz8UMIqKkC/iAs8/KgbK2F2c5SAGsuFJuPy+qCXPujIiIaMk7OurCXQ12HBx1xjy2LduIffVl2JzNjj6UfIGAE05Xo5RJmGxhOX5Oam05X1qtVSp6M7PrmlqdtaBjp+VLERZR2yT66U9/imuvvXby+1/+8pd497vfHffYI0eOSBXKgsHg5HM/+MEPXlQrzLKyssnvr7nmGjz99NPnfc7BgwejqqR94xvfmDMMt5DEeMW4RaCts7MzaT+XFk4w6IXL1TQVNpPe5Bvg8XTM+zXV6hz5jd0sVzYTYTNxr9Vylxstvja3F/c2deFX/SMxj9UadFIP+bflZzP8SEREtFz43cCpnwOH7gfsU5tqooi27SvfKbfJrHkzF8OIiIiIKLON2IHDD8mt5sdnWcQzWqc2aeRVJnuERERENA+9Xj++1tyNJ3tiqzyV6DTYU1uK9xXmcg2MFl0w6JEyBuNRRW1ExqDzojIGE8VsJkNkUlEbZgyWs7IkZIqSHiwTP27z5s04fvy49H1JSQn+9Kc/YdWqVVHHdXd3SxXKzpw5I32/adMmKWgW7036z3/+M9785jdPfv/ggw/ipptuivvz3/GOd+D3v//95Pd79uzBPffcE/d1z549iyuvvBJtbW2TrTgbGhqiwmmLjcGy9E4TT30YTCWKvd6eeb+mRpMfCZtNr3DGNDEtjheHxrCnwY4zTk/MY2+2ZOGeOhtWmPQpGRsRERHNU9dRuYrZiZ8CAffs7XtEwGzzx9m+h4iIiIgyh1hKEe3kX/2h3F4+LG+Ij1F+iVydTFQJVuuSPUoiIiKaB08whB929uM7bb1wBqM7UemVCvxtRSE+XVEIk0qVsjFSegqFfHC5WqLCYyI/4Ha3z9kVbTZyV7RIcZpIXkAOkBUwFJmGytIxWDbRgvINb3gD3G55oSI7Oxuf+tSnpF9Tq9V49dVX8R//8R/o7ZV3+hgMBvzlL3/Btm3b4r7ehQTLTpw4gV27dsHlck3+mgit3XDDDVi3bp0UHhOhNhE+e/TRR+HxTAUm7rvvPnzlK19BMjFYlnn8/lG57/GMCmd+v+Oi+h9PpY5XRMJndVCpWKKVLk4gFMZj3Q58o6Ubg/7oyTS1ArjZZpVaZOZqktp5mYiIiC6Wexg4/oRcxWzgXPxjVDpg7fuA7bcCZdsBTkoQES0cMV3nHACG2+Wgr1IduammfR35XrwfZxXLXxMR0SKdGz8ut7t0NMQ/RmMENlwrB8qK1yd7hERERDRPIirxm4ER3NPYhTaPL+bxawpzpSpl5XptSsZH6SMcDkphsZlFZ0SoLBwOzOs1lUo9TKbaqA5nZvNK6HQlDJBlkLJ0DZYJv/jFL/Cxj31sMlw2GxEqe+yxx/C+971v1mMuJFgm/Pa3v8V1112HkZHYNm6z+cIXvoBvf/vbSDYGy2iCz+eICZuJD51AYHTer6nXl0dXODOtgNFYA5WYlCa6AMP+AL7d2osH7P0IzPhUsWhU+MfqEnysJB9qJU9iiIiIlhVxudj6ohwwO/MMEJplkqNovRwwW/8hQGdO9iiJiJangE8OKAy1AUOtwLC4b5u69zsTfy2VFrDUAPl18s1aH/m6HjDlL+bvgogofXUfBw7+L3DyKcA/tVE9inWFHCbbeB2gz0n2CImIiOginBl3S515Xhwej3lsvdmAffU2XJLLeS66MOFwCB6PfbLy2MT6vsvVKFUnmw+FQgOTsUZa059egcxgKIdCwU1mma4snYNlgmhz+ZnPfEZqhTlzGCJBKVphfu9734tpk3mxwTKho6MD+/btw49//GM4nbNP1L3pTW/CHXfcgbe//e1IBQbL6HzEvxufr29Gb2X562BwlsmOOSlhNFZFtdMUXxsNVVAqNQv8O6B0c87pwd2Ndjw/OBbz2GqTXjoJvyyPrVmJiIiWpbFe4OgjwKGHgNFZrk20WfKimgiZFa5O9giJiJauoB/oOw10HZPbDoub+D44v0nlC2LIAwpWA7YtgG2rfMutYKVJIqJ4/B7g9NPAwR8CnQfjHyMW71ZfLQfKqi7n+ykREdEy4/AF8M2WbvyoyxHTaNCqUeOOmhJ8uMQCFT/jaY51eq+vN1IQRl6fF187XY3zXqcXITGDoTJSgUys08vr9eLXuE5PGRssmx7y2r9/v/SbFcRvePfu3SgvL1/0ny1aXR45cgSnT5/G4OAgAoEAcnJyUFlZiR07dqCwsBCpxGAZzT8J3RVV4Uz6MHM1XFQS2misnkxAy5XOxAcZk9AUTXys/MExirsbu9Ds9sY8flVBDu6qLUWlgZXxiIiIlqVQEDj3nFzFrPGP4tM//nEVu+WA2ep3A2p+7hNRBhFTbYPNQPsBwH4E6D4G9JwCgrHXRyljtE6FzKTbFsBoSfWoiIhSR1SOPPQgcPRHgMsR/xhzMbD1JmDrjUB2abJHSERERBfJHwrjIfsA/rW1ByOBYNRjGoUCnyiz4gtVxchWc92Tovl8AzMKvUx0FosttJEog75issDLxPo7O4vRfGRMsIxmx2AZLUrvZilsNlXh7OJ6N+tgMtVFtdMUN72+lL2bM5wvFMIDnQP4VmsPxoLRez50SgU+WVaAz1YWwcwTdCIiouVrsAU4LBbgHp19AU6EF7bcIC/C5VUme4RERIsvGAB6TgDtLwPt++V7Z/+Fv44uB8irAPKqgNzKqXvRWk20Ip68BaO/944Bg02AowkYaJBDbSH/hf980c6tcrccDBb3uYu/4ZOIKKVCIaDxD3K7y4bfzb5hQlQlE9XJVl0FqFgpgoiIaDn6k1QQwY4GV+yGn3fkZ2NvnQ01RgZ6Mp3fPxLVJWwiTOb3D877NXW6EpgjLSyn1tProFIZF3TslLnKGCwjBssoGUQVM5erNaadpsvVJh6d12uqVGbpQ3EiYT3R71mrLWDgLMP0+/z4RnMPHut2xEzPFWnV+EptKT5YlAcl/14QEREtXwFvpGXQ/UDHy7McpADq3yFXMat7G6BkuJyIlinvOGA/FAmSHQA6DgJ+Z+LPF22DSzfJt5JNQH6dHLwVLSsXKug20gE4GuXbwDm5BWfPyQsLnOWUR4Jmu4DKSwFrPdu9EVF6cDqAY4/K567DYv4zDl02sPEjwLZbgMJVyR4hERERLZAml0fqsCM67cy0wqjHvfWleJMlOyVjo9QJBMbhdDZGVyAbPye1tpwvrdYaKcBSH9XGUq3OWtCxE83EYBkxWEYpFQx64HI1R7XTFF97PPP/u6hW50x+mE72hzbVQ6tly410d3LMhT0Ndrw8ErvgsjnLiPvqbdiaY0rJ2IiIiGgBiXZvhx4ATjwJ+MbjH5NTAWy7Cdh8A2AuSPYIiYguzHi/HCCbCJJ1HwfC0W1TZqU1AyUb5QBZ6Wb5ZqkR5b+RkhCweI+2H566ORoSf76oQFm5a6qiWfF6hoSJaPkQyyDifU9UJzv189nbExetkzdCrL8W0JmTPUoiIiJaICP+AL7d1ov7O/sRmJGGyFWr8MXqYtxYaoVGyc0z6b/W3TSjjaVY67YvwFp3dBtLrnVTqjBYRgyW0ZIUCDjhdDVK7TSlMqCRJLfX23ORKe5pYTOmuNOS+Mh5pn8E9zTaYffG7pQXlcu+UluCEp02JeMjIiKiBSRas4lw2cEHgL7X4h+j1ACr3y1Xgqi6jJVwiGhpGGoDWl+camspqn4lKqtErvAl3S4BitYu7fCVexjoOgp0vAK07Qc6RfU1V+KV1yp2TlU0s20B1GwdQ0RLjM8FnHpKDpSJYPBs56Rr3yu3uyzfyXNSIiKiZSwYDuPH3Q78c3MPHP5A1GMqBXBDqRVfqi6GRaNO2RhpsbpztUyFx8bF+nUD3O72i+zOJdarpzpzyQEydueipYXBMmKwjJZ132kRPBNfX1zf6eKYdprsO738uYMh/HdHH77b1gd3KPqEzqBU4rOVhfh/5YUwqFKwi5+IiIgWlrjkFIEF0Wro9P8BQV/84/Lr5YDZxusAI3f4EVESDXfIQbLWv8q3YTHxnCDrykgVr0iQLLdyeQcSgn45eCFCZuImKrR5hhN7rkoHlO8Aqi4Hqi8HbFsZNCOi1BloBA7dDxx7DPCMxD8muwzYdjOwRVTRLUz2CImIiGiB7R8ax57GTrw27ol57PI8M+6ts2G12ZCSsdHCCIeDUlhMVCCbXI92NkihsnA4OkiYKKVSL609T68+ZjavhE5XwgAZLQtlDJYRg2WUDny+ASkVPtGfeqLCWSAQ2888MQoY9OUx7TRNphoolZy0Xk66PD58tbkbP+sdinmsTK/B3bU2XF2QwxM3IiKidOEcAI4+KrfKHG6Lf4xaD6x9v7zIV7Z9eQc0iGhpGu0CWiIhMnEbak3seaKiTemmqYpkoqqNKR9pTWwE6j8zFTQTt/EEq5WrDXJFM1GRsuoNckUzlWaxR0xEmSwYAM79Rq5O1vzn2Y+rfatcnWzFFUu7qiQRERElpN3txb1NXXi2PzZMXmXQYm+tDVdYs7nWtIyEwyGpXaVcfWyig5YIkDVK1cnmQ6HQwGSsiWlhaTCUQ6HgOSEtX2UMlhGDZZSuxFuP19cb005T3ILBBNtuzCA+9A2GykjYbKrCmfg1pVgAoCXr0IgTdzbYcWws9s9+V64J++psWJfFKnVERERpFVRo+pMcMBOLf+FZStIXrZMDZuuvBfTZyR4lEaWLsZ7oINlgc+KtHkUFLqnV4y6gdAugzfDrEjGNONQSCZkdkNuFJvr/U2OSq7qJamYiaFayEVCx/QwRLdD7/JFHgEMPAmNd8Y/R5wKbPy5XyM2vTfYIiYiIaBE4A0F8r70P3+/ogzcUHXkwqZT4QmURbisvgE7J7jhLer3Y2zOtI5ZcpMTparzI9eKqqfCYWb7nejGlqzIGy4jBMsrMBHqXHDYTJw6RE4kFSaDP6IHNBPrSEgqH8dOeIXy1uQt9vuhytWIPycdL8/GP1SWwarnwQERElFZG7MDRHwGHH559IVCEEdZ/UF4IFNWCiIjOZ6wXaHsxEiZ7EXA0JPY8rVkOkUnBp8uB4g0MPiVitFsOmLW+JAf3Bs4l9jxd9oz/3+tZOYiIEieWNcR7vKhOdvZZIDRL6yMRChbVyda9H9Cw9RUREVG6rCf9vHcI9zV1o8fnj1lPuq7Egi9Xl6BQxxDRkutwNW3tVy44cg6BwNhFdriKrkBmNNZApWKHK8ocZQyWEYNlRDN6ZkslT6cqnF18z+zaqHaa7JmdeuOBIP69rRf/09EP34yPqGy1En9fWYxbyqzQcocJERFR+rUuanhOrmLW+EdxBjj74qAImInFQa0p2aMkoqXaZlcEmiaCZAOvz6OC1uVAySYGyRaqcpD4c2j5y4VViNPnAJWXTf15FK4RF+6LPVoiWm48I8DxJ+VA2Wzv96K1+roPAttvAWxbkz1CIiIiWkRHRAecRjuOjMZWs9qRY8K+ehs2sgNOSvn9I9PCY1OFRPz+wXm/pli7nehWNRUiq4NKxT9rojIGy4jBMqLzE1XMXK7WqHaa4gRFhNCAWVoqzUGlMkdOSqIrnGm1BQycJVGb24t7Grvw64GRmMdqDTrcU2/D2/LZEouIiCgtDbXKFcxEJTNnf/xjdDnAxuvkVpmFq5M9QiJKJadDrkgmhZf+CvSfSex5aoMcJKsS4aU3AKWbARV3sCelMuVk8O+vwHBbYs8zWKb+rETQrGClKEm+2KMloqWq5yRw8H7gxE8AvzP+MZYauTrZxo8ARkuyR0hERESLqMfrx31NXXiqdyjmsVKdBnfVluI9hblcx0uiQGAcTmdjZI020sLS2QCvr3fer6nVWqWCIBPhMXMkSKZWZy3o2InSSRmDZcRgGdH8BIMeuFxNMSVVPZ75/ztSq3NjwmbihEajyVvQsVO0F4fGcGeDHWednpjH3mLJwj11NtSb9CkZGxERES2ygE9ubSSqmIkwwmxEKzVRxWz1NYCG5wVEacc1CLS9NBUk63stseeJijXlO+VQkqiCJSoeqrWLPVqay1Cb/Gc5ETYbTfA63VQYCZqJP883ygESLhoRpbeAFzj9tFydrOOV+McolMDKdwHbbwWq38RKh0RERGnGEwxJHW7+vb0XrmB0QQmDUoFPVxThbysKYVTxHGAx11ydrkY4xxumQmTOc/B47PN+TbU6R15rnbbmKhf54OYAogvFYBkxWEa0aOn5af27x88xPb/EBUJhPNrtwDdbujHoD0Y9plYAt9gK8A9VRcjRsG0NERFR2uo/Bxx+CDj2GOAZnr26zeaPAVtvBvJrkz1CIloo7iGg7cBU8Kj31OztcadT6YDyHXKQTASQyrYBal0yRkzzJaYlh1qmqpmJ+/GexJ6bXSZXM6t5o3yfXbrYoyWiZAZQDz8IHPkR4BqYPWy69UZg601ATlmyR0hERESLTEQYftU/gnuautDh8cU8/r7CXNxZWwqbnpuHFrZLVEvU+qkIkbFLFNHSxmAZMVhGlCb9vqfS9uz3fTGG/QF8q7UHD9gHEJzx6WXRqPBP1SX4WGk+VDwZJSIiSl9+t1y5QlQxm61yhSCq2YgqZquuYqs7oqXOMzIVJBO37hMJBsm0QNn2aUGy7axauNyJaUpHI9Dyl8jfhxdnb4k8U36d/N4/0TrTlL/YoyWihRQKAU1/lKuTnXtu9s+Bysvk6mSrrmYVSiIiojT12rgbdzZ04sBwbPvrDVkG7KuzYWeuOSVjSwehUEAKi01fFxVfi1BZOByY12sqlXppDXSiCIfc9WmltFbKABnR4mKwjBgsI0oxn29gsi/4ZELfeQ6BwNg8X1EBg748EjYTQTO5zKvJWA2lkjvpE/W604O7G+z481Dsn8Makx731ttwWR4rxhEREaW93teAQw8Cx58AfLOcn5mLgM3XyxUtciuSPUIiisc7NiNIdhwIJ7D7WamRq5CJEJkIDonqZBpDMkZMqSKmLfvPRiqaibDZi3JFu0QUr58KmomWyfrsxR4tEc2H0wEc/ZG8aWC4Lf4x2ixg43VyoKxwdbJHSEREREky4AtInWse7XLE1Mcq0KpxR00JPlxsgZJBpYSEwyGpXaW0vjnZxvIcXK4mqTrZfCgUGpiMNfLa5mSIbAUMhjIoFKoF/z0Q0dwYLCMGy4iWIPG2KVpnRoXNRIUzVyOCQde8XlOcbBkMVVMnYZHgmcFQCaVYPKG4fw6/d4xib2MXmt3emMevKsjBXbWlqDQwsEdERJT2vOPAqZ8Bh+6XAypxKYD6t8tVzOrfASg52UWU1H+j7S9PBcm6jgHh6Bb3cSnVQOkWoPryqSCZ1pSMEdNSrmgkWqOKimYtLwBt+wHf+NzPEwsctq1yyEzcyneyuh1RKoklic5DcnWy134BBGPndSSFa+Uw2YZrAR03EBIREaUrXyiEB+0DUsea0UB0pEyrUOBvygvwucoiZKk5lzPruqW3Z6oCWaQrE9ctiTJDGYNlxGAZ0XJP/ovSsY0XkfzXStXMottpiuR/ORQK5YL/HpbrBcf9nQP4dmsPxoLRFxw6pQL/r7wQn60ohIkXHERERJnBfkSueCGCZv5ZJs+yy+QKZqKSWXZJskdIlP58TrlVbctEkOwoEAokFv4p3RwJkl0GlF8C6NjehM4j6Jf/fomQWfMLQMerswdUplPpgIqdkaDZm+S/dyp1MkZMlNnE58PJp+RAWY9oexyHWKhc+15g261AxSVicizZoyQiIqIk+oNjVOpQ0xSngMCV1mzcXWtDtZEFBKI6LUnBMXkNcqKN5UJ0WpoeImOnJaLlo4zBMmKwjGj5S0qv8kjwLJN7lff7/Pjn5m78uHsQMz/YirRqfKW2FB8symOJZCIiokzhGQFO/AQ4eD/Qf2b2EMvKd8pVzGreLE6ykj1KovTgcwGdr0aCZC8C9sNAyD/388RmmZJNUxXJRICAFWnoYvjdcrhMBM1EVTMRNk6kOp5os1e5G6iJtM4UVZL4mUC0cPrPycH/Yz8GvCPxj8kpB7bdLAf/zYXJHiERERElWYPTg7sb7fjTYGwgaqVJj311NrzBkrnXh37/cCQ41hDVQcnvH5z3a4o1RFF1LLqYRR1UKuOCjp2IkovBMmKwjCiNiSpmIlw2vZ2mOEl0u9tE/bN5vaZKZY6EzaafGK6AVmvNmMDZyTEX9jTY8fKIM+axzVlGfLXehi05bJ9DRESUMcQlr6icJBYzX/u/2SvZ5FYAW24ANn2cVcyI5uL3yEEyESITYTL7ISDoSyxIVrxBrkYmwjsVuwB9djJGTJnKMyq3y5RaZ/4F6D2Z2POM+XLYUapo9kYgv5ZVk4jmU1Hw9V/L1cnEv7+4FEDd24Dtn5BblrNVORERUdob9gfw7dZePGDvR2DGUlieWoXba0pwfUk+1MrMOP8OBMbhdDZOVSCLtLH0+nrn/ZpiTVCsDU6Ex8yRamRqdeYG9YjSWRmDZcRgGVHmCQbdcLqaotppinvRZnO+1OrcyImj3ANdujfXQ6PJQzoSH22/7B/GvY1dsHtjKyWIymVfqS1BiU6bkvERERFRirgG5UoZImQ22DR7FbMVV8qtMsVCJxc4iYCAF+g8OBUkE18n0m5QBAaK10cCOqIi2S7AkJuEARPNwjkgt2cVIRfROnO2z4KZsm2RkFkkaJZjW+yREi1fo93AkYeBww8BY93xjzHkyZXJRIUyS02yR0hEREQpEAyH8WiXA99o6cagP7qqsEoB3FRqxReri5GnSc8W9cGgB05X4yKt/UW6G0nrf/XQai0LOnYiWtoYLCMGy4hokXctFMxop1mfVrsW3MEQvt/Rh++19cIdiv64M6qU+FxFET5ZXgC9ii1OiIiIMoq4DBahAhEwO/ssEArMHiQQi56bPw7klid7lESpE/DJ7SxFAEfcRGvBgCex5xatiw6SGTmhTUvYSKcclpQqmr0AjCa4qGOplUNmonWm+Ptusi72SImW/rmV+LwQ1cnOPDt7C1rbNrk62dr3AhpDskdJREREKfLi0BjuarDjtDP2uvJNeVm4p94mtb9Mu25FkXU88bXb3SEeXcBuRSJAVpAx3YqIaHYMlhGDZUQ0zz7r5+D3D11cn/UZFc7kPuvLc9LP7vHhq83d+Hlv7P+Tcr0Wd9eW4qqCHJ6AExERZaLxPuDYY8CRR4DB5lkOUsjtmbbcCKy4AlBpkjxIoiS0K7MfAVr/Ilcla38FCLgTe27hGjlYI9pbihuDZLRciSlS8TkgAmaimpkIybgciQcqRSUzETar3M0Wr5Q53MPA8SeAQ/cDA+fiH6M2ABs+BGy7FSjdlOwREhERUQq1ub24t6kLv+ofiXms2qDFPXU2vD0/e1muzYRCAbjd7VHVx8Q6nQiVhcOzbGCcg1Kpl9biplcgM5tXSmt2y/H/ERElB4NlxGAZEc2LeGv3+R2R3RDRJ7WBwNg8X1UBg6E8OmwmwmfGaiiVOiwHB0ecuLOhE8fHYhfJduWacF99Gdaal2d4joiIiC5SKCSHCETrpjPPAEFf/OPMRXIFM1HJzFKd7FESLVyQrOvYVEWy9pcBvyux5xasioTIImEyVmqidCU+F/pOy0EzUdGs9SXAl8D1tGipXLpZrmYmgmblO1mZidJP9wm5OtnJn87++ZFfJ1cn23id3PqSiIiIMsZ4IIjvtvXifzr74Z3RTSZLpcQXqorxiTIrtMql300mHA7B4+mM6iQkCjy4XE1SdbL5UCg0MBlroqqPiTU3g6EMCnE9QUR0ARgsIwbLiGhBibd8r7cnpp2m+DoUSrAiwQziJNdgqJpspzmxk8JgqIRSqcZSEwqH8ZOeQXytuRt9vuhdI+IS5uOl+bi9ugRW7dIbOxERESWJ0wEcf1wOmc1WfUOoeROw9SZg5VWAWpvMERJdmGAA6Dkut/ybCJL5xhN7rnVFdJDMXLjYoyVauv+Ouo5OBc06XkmsRaxKB5TvmKpoZtvCype0PPk9wOmn5UBZ56vxjxELoaveJQfKxN95VtYgIiLKKGL95ac9Q/hacxd6Z6y/iLOCj5ZY8E81JSjQajJv/WyyjWV9ZP1s6f0/IKLlqYzBMmKwjIiW744LLUymmhntNMUJczkUCuWS2DHz72LHTEc/fDM+CrPVSvxDVTFuti2PHTNERES0SMQ5ggjgHH4IOP1/swcIjFZg00flVpnWumSPkih+AKb7eKQi2YuRIFmClYsttUD15VNBsqzixR4t0fIN2YhwjQiZiVvnISAcnPt5WrPcLlOEzETwRrTR5HUnLWVDrcChB4AjPwLcg/GPMRcDW2+Uz4VybMkeIRERES0Bh6SOMXYcG4utZnpJjgn76m1Yn2VEqrHjDxGlmzIGy4jBMiJamj3imxFOZMI8DqXSAJOpNqbCWap6xLe6vbinsQu/GRiJeazOqMPeOhvelp+d9HERERHREuMeAk78BDj8MND32uzHVV4mVzFb/W5Ao0/mCCnTW1vGBMkSrEiWVx0dJMsuXezREqUn7xjQdiBS0ewFoOdkYs8TLQLFvz+pdeYb5faBrPJEqRYKAo1/kKuTNfxeLMHGP0783RXVyVZdxUp8REREGarL48NXm7vxs96hmMdsOg3uqivFNQW5KVn/8fuHI2tbclEFUVBBfO33zxKWT4BYyzJPW9uS21jWQaVKfWiOiDJTGYNlxGAZES1FooqZy9Uin4RPq3AmQmizTjbOQaUyR3ZyTJQDFifkK6DVWpNywfHXwTHsabTjrDO2EsmbLVlSwGyliYvDREREGU9cQtsPA4cfBE79HPDH7sSdDAps/IhcuaNwVbJHSZkQJBMt+USIbCJI5ncm9tzcSjkIIIXJLgNyyhZ7tESZ21a57UWgOdI609GQ2POySiPVzCK33PLFHinRFOcAcPRHcoWyYTHHE4cuWz7H2XYLz3GIiIgymDsYwvc7+vC9tj64Q6GoxwxKJT5TWYhPlRfCoFr86ryBwDiczsZIkQSxbiWvWfl8ffN+Ta22ICo8NhEmU6uzFnTsREQXi8EyYrCMiJaVYNANp6spKmwm7j0e+7xfU6PJi+z4WDHtBL5e+vWFFgiF8aNuB77Z3I2hQHRFNpUCuKnUii9WFyNPo17wn01ERETLkGcUOPlT4MjDcrWo2ZTvlKuYrXkPoDUlc4SULgI+OUjWNhEke+UCg2SXybfKS4G8ysUeLRHFM9o11TZThM1GE5zns9RMtc0U9ybrYo+UMo1YHuh4Va5OJlp/B33xjytaD2y/FVj/IUBnTvYoiYiIaIkQ0YJn+kdwb5MdnR5/zOMfKMrDV2pKUKrXLvjPDgY9cLoaF3QNSq3OjVOBrB5arWVBx05EtFgYLCMGy4goLYi+9PJukYYF3S0ys52mKDe8ELtFhvwBfKu1Bw/aBxCc8SmZq1ZJ4bIbS63QKNmehIiIiCJE6Ee0yTz5FOAbi3+MNgtY9z5g08fksBlbndF5g2RHIq0tXwI6Xpm9Ot5MeVVyS1YpTHYpkFux2KMlogslpmOHWqaqmYmbayCx5xatmwqZVe4G9NmLPVpKV95xOSB/8H6gd5bWrSotsPZ9crvLsu08dyEiIspwJ8dc2NNgx8sjsRudNmUZcV+9DdtyTEu2a468lpSarjlERIuFwTJisIyI0tpkf/uo3SXn4PcPzfs19brSGWGzif72hgt+rXNOD+5utOP5wdjF4XqjDvfW2fDmfE7iExER0YxF2td+ARx+CLAfmv24/Do5YCZaSWWXJHOEtBQFvIBdBMlelKuSiYpkAXdiz82rlgNkor2lqEjGtnlEy4+Ynu07PRUyE+8F3tG5n6dQAbYtctCs5o1A2Q5Ao0/GiGk5639dDpMdf3z2v2cilCxaXW6+nlXyiIiICP0+P/65uRs/7h6MiXUVatX4Sk0pPlScB+UFBrRCoYAUFpNbWDZI92KtSITKwuHAvMaqVOqlNaHJNaJIiEynK2GAjIjSUhmDZcRgGRFlGvGx5PM74Bx/PaqU8fj4OQSD4/N8VQUMhvIZ7TRXwmisglKpm/PZf3SMSgGzRpc35rE35WXhztoSrMsyznNsRERElLZ6TsltMo8/CXhH4h+jUAK1bwU2fwxY+S5APfe5CaVLkOywHB4RN9GCLNEgmWiLVxkJkolAWU7ZYo+WiJItGAC6jwEtkYpm7S8DAc/cz1Pr5YqYoppZzZuAkk2ASp2MEdNSF/QDZ5+VA2WiGmZcCqD+HXJ1srq3AkpVkgdJRERES40vFML9nQP4dmsPxoKhqMe0CgX+X3kBPltZBLP6/OcN4XAIHk9nTKEBl6tJqk42HwqFFiZTzYwiAytgMJRBITZgEBFliDIGy4jBMiIimfi48nq7Y9ppihaboVCCi3AziIsLg6F6RunjehgMlVAqoyff/aEwHrIP4F9bezASCEa/DoAPFOXhH2tKUK7XXtTvk4iIiNKQ3w2ceRY49qjc9my2tg36XGD9h+SQmQgDcCdtegXJOg9FgmR/BToPJhYSESy10RXJcmyLPVoiWmr8HqDzVTlkJj5HRDA1HH1dGpcuW37fENXMRNiscA0/WzLNiF0OuYt23eM98Y8x5suVybbdLLdTJiIioown1mN+7xjF3sYuNLtjN9xfVZCDu2pLUWnQxVnH6YlUIFvIdZyqqfCYtJYzsY6jmffvkYgoXZQxWEYMlhERIbGdLlHtNEXJ5CaEwxe702V6hbMV0OvLMOgP4V9ae/CIfQDR+3MAnVKBW21ih04hcjXcFU5ERERxDHfIraeOPQYMtc5+XOFaYPPHgQ3XsgXVcuRzyuGxtv3y7UKCZKJN6vSKZNmliz1aIlpuvGPye4sImYmwWe/JxJ5nKpADZtLtjYClerFHSqkgpvub/wwcuh84++vZQ4iidaqoTrbmPWyhSkRERJNed3pwd4Mdfx4ai3lstUmPffU2XJprXuTOM3L1MREiMxmrE+o8Q0SUqcoYLCMGy4iI5icUCsDtbou5qHG7WxBOZGd3HEqlASZTnXRR06vdgB+MrMLzo7E7YnLVKnyusgg326zQq5QL8LshIiKitBMKAe37gaOPAaf/D/C74h8nqqiuuFIOmdW9DVBxN+6S5BqUW9WJP1MR9ug+DoQCiT03vz66Ill2yWKPlojSjXNAroYoBc1eAAabE3tebkUkZPYmoPpyIKt4sUdKi8k9BBx7XA6UORrjH6MxyqH1bbcCJRuSPUIiIiJawob8AXyrtQcP2gcQnJEeyFWF8f8s3Xi7+iA8LjlM5vcPzvtn6XQl0mb+qTaW4lYHlcpw8b8RIqIMU8ZgGTFYRkS0sEIhL1yuVozP2EnjdrfP3pbqPM5gDZ5U3oqGcGy7iDK9BnfWlOI9hblQsN0IERERna/yzGv/J1cxaz8w+3GmQmD9B+V2maWb2c4slUa7pqqRiT+zvtOJP9e6Aqi6LFKV7DIGOYhocapjikpm0u0FYKw7secVrJIrmYmwmXh/MuQu9khpIXQdAw7+L3DyKSDgnv2zR1Qn23gdoM9J9giJiIhoCQuEwvhRtwPfaO7CcCC6T4sKQbw9/Gu8Hz+FCc4Lfm2ttmAqPBZpYSm+V6uzFvB3QESU2coYLCMGy4iIkiMYdMPpbIxupzl+Dh5v15zPFR+kr2IXnsTH0KuIrTCx0ziOveVhrMixQa8vhUrFFhNEREQ0C0eTHDA7/gQwaj9/u8T11wIbPgRYapI5wswjpk1E9Z+2l4C2A/L9cFvizxdBjcrdkTCZCJIVLeZoiYhi38MGGuSAmXT7K+AZnvt5CiVQslEOmtW8ESi/BNAakzFiSoTfA7z2CzlQZj8U/xiFClh9tRwoE1UxGUgnIiIiaS3EA6erUVr/eMHhwHcGq9EatMYctzF8BB/HQyjFeeYmItTq3JgKZGZzPTSavEX6XRAR0QQGy4jBMiKiFAsExqTA2fSwmfja5+uPPRZq/Alvx8/xIYwponcAa8JevBc/w9V4GkZtHvT6Mhj0NhgMFfLFlnkljMZqKJXaJP7uiIiIaMkKBYHmP8shszPPAkHv7Mfatsltrda+HzAXJHOU6SngA3pOAB2vAh0vy2EyZ19izxWL+KK1mKhGVrFLvpnyF3vEREQX9vnSczISMvuLXHlxtnbM06m0QNkOuZqZCJrZtrI9cyqIoPOhB4Cjj8qtL+PJKgG23gRsuZHtlYmIiDJYKOSDy9Uir21E1jUmurf0ohA/xo04pNgZ87ySsF0KlG3CkZjHVCpzJDxWH6lAJofItForu7YQEaUIg2XEYBkR0RLl9w9hbOw0RsdOYWz0pHTv8XRIj7lgwDN4H36FaxBURE+0l4Y7cAt+gNWIbZekUKilcFl0aegVUvhMIRYpiYiIKDOJheNTPwNO/AToeGX248T5Qs2bgDXvAVZdzUBTosZ6gU4RInsF6DgIdB09f5BvOrVeDvZV7pKrkpVtB3Rs6UFEyyxMKypeiZBZ8wtA50Eg5J/7eRqT/L4nQmYibFa0HlAqkzHizAwDNvxOrk7W+IfZjxPV5UR1spXvZOiPiIgog4RCAbjdbVHdWMbHz8HtbkU4HIg61g09nsYH8RtcjcCMtQtj2In34yd4O34LrVINk6kuEhybCpHpdCUMkBERLTEMlhGDZUREyyxsNjr2GsZGT2F07CReHxvEf3nfjTNYE3PsG8N/xEfwCLIwPufrKpU66SJOKh89LXDGizgiIqIMNNgCnHwKOPkTYODc+UNmVZdGQmbvZvvFCcEA0HtKDk5IQbJXL6ytpS4bKN8phynErXQzoNYt5oiJiJLL5wTaD8ghMxE26z4u+mnO/TyDBai+XA6ZVb8JyK9l68WLNd4PHH0EOPQgMCJvZIuhywE2fRTYdgtQsCLZIyQiIqIkCodD8Hg6pdDY9BCZ09mEcNh33ueGoMBf8SY8iY9hRBHdnlKJEN6lb8CnC0dQli02vovN7mXc7E5EtEyUMVhGDJYRES1voVAQj9s7sK9lCMPB6En1LDjxUTyEy8N/wnym20XZ6Zklp81muew0ERERpTlxKS8W+0/+VA6ajfec52CF3JJRhMxWvxvIsSFjOB1TITJxbz+cWMu3CeZioGInUBEJkhWtBZScXCeiDOIaBNpeigTNXjh/qHm6bFskZBapaJZJnz0X+/ne/rJcnez007NXjyveIFcnW/9BQGtK9iiJiIhoEYmle6+3eyo8Nj4RImtEKOS+4Nd7HSvxI8WtaEFtzGO7c0zYt6IMa82GBRo9ERElG4NlxGAZEVGaGPQHsK+pC493D8Y8tsmkwD8UdKMmdArjYoeRKFPtaZ/3z9JoLFGVzSbu1Wq2ZSIiIkrbFlmtf5UDZmd/BbhjzzeiiHZltW8G6t4qB87SpeKWZxToOQF0HQO6jwH2I8BgU+LPF7uxi9fLFcnKd8i3nHJW3CEimm60W65kJkJmImw2muB8ZX5ddNDMaFnskS4v3jG55fXB+4G+1+Ifo9IB694vB8psW/n5REREtMyJJXqf3wHn+OsxbSyDwbk7ncSngMFQLm1Cd+rW4QfjW/Db0dgQerlei7trS3FVQQ67ohARLXNlDJYRg2VEROnlwPA4bn+9Aw0ub8xjHyrOw1dqSlGs0yAQcMLlaoqUtT4X2Zl0Dl5f77x/tk5XHB04k251UKm4G4mIiCitWj22vShXOTnzDODsP//xGiNQdRlQ+1Y5aCYW/pfDpLIUIjspB8i6jsphMkdjYu3aJhjz5RBZ2Xb5XrS11BoXc9REROlFTCsPNk8FzcS9y5HAExVA8bpIyOyNckVInRkZqe+MHCY7/gTgG4t/TF6V3Opy08cBU36yR0hEREQLwO8fntxUPhUiOwe/f2jer6nTlUgdTKROJqKzSWS+3wsd/qu9D//Z3gt3KPoa2ahS4nMVRfhkeQH0KuUC/M6IiCjVGCwjBsuIiNKQLxTC99v78W9tPfDEubD7bEUhPlleCEOcC7vJC9DIRai4AB0ffx2BwPBF7GCqgMlUHwmb1cNsXgmjsRpKpXaer0lERERLppKZaKclhcx+CYx1z/2cnAqg6lKgZKN8ExW8dCmseupzAv2vA/1ngb7TQJ+4P5N4hZwJCiVQuBYo3z4VJrPULI8QHRHRchEKye/VE9XMRAtNXwLVNpRqwLZNrmRW80b5PTpdqmnGE/ABZ58BDj4gh8HjUgArrpSrk9W+BVBy4ZeIiGg5CATGpJaVE9XH5Dn8Bvh8ffN+Ta22YHLuXt40LkJk9TEdSsSS/9N9w1LnFLvXf96N7URElD7KGCwjBsuIiNJXh8eH+5q6pIu9mcr0GtxVa8O7EyhFLZXM9g1EVTab2PEUDLrmNTaFQgWDoVq+SJV2PcnBM4OhEkox6U9ERETLb7Hffgg49xzQ9Ce5ylei1b1EFbPiDVNhs6K1gNG6MIvcYlyiqtpIJzDSLt8PdwDD7XKYbKj1wqqQTTAXA6Wb5FZhoqWluE9lQI6IKBMF/fLnzUTQrONVIBhbvTuG2gBUXCKHzETYrGQToFRh2ROfbYcfBo48AjhnWVwWn69bbgC23gTkVSZ7hERERJSgYNAtBcimt7AU8/Ieb9e8X1Otzo2pQGY210OjyZvzucfHXNjTYMerI86Yx7ZkG3FfnQ1bcmJbYhIR0fJXxmAZMVhGRJT+Xhkex55GO06MuWMeuyTHhH31NqzPuvC2TOFwCB5Plxw4m95S09mEcNg3r7EqFFqYTDVRFc7EzWAol8JoREREtEw4HUDz83LIrPGPwHjPhVcAM1gAk1VeBDdO/zrSpivgBvweIDDtJn3vBtzDwEgHMGJPLGRwPuYiuY2lCB6IexEoyyq+uNckIqKF53cDHa/IITPRNrPrCBAOzf08fQ5QdbkcMhOtMwtWLp+Kk6J6aMPvgUMPAA2/mz0sXX6JXJ1szTXpXa2NiIhomQmFfHC5WqSuIdNDZG53+/w2QQFQqcyTVcfkCmRymEyrtc65yXymPq8fX2/pxhPdgzGjKdZqcGdtCd5flAflcjl3IiKiC8ZgGTFYRkSUIULhMJ7sGcTXm7vR5wtEPSYu+T5SYsGXa0pQoL34MtWhUABud9uM6mbiYrgV4XBwXq+pVOphMtVG7aYSN72+9IIvhomIiCjJxLSAaF0mAmaiqkzXMcA1gCVHpQWsK4HC1UDhKqBwjRwmyy5J9ciIiGg+PCNA60tyyEx8/ojPokQDxRMhM3G/FCt7jfUAR34EHH5o9vbNGhOw8cPAtluB4nXJHiERERHFmTOfHh4Tm7Xd7paLnDOvm9HGcgV0upKLnjP3hkL4YUc/vtPWi/FgdFBfp1Tgb8sL8XcVhTCpuRmciCjdlTFYRgyWERFllvFAEP/e1ov/6eiHb8ZHtFmlxOcri3BbeQF0C9F6aoZQyAunq0UKm8nVzRqke7e746J2X8VePNdDqy1k4IyIiGipEucgY91A9/Ho26g9OT9fVKbJKQfya+XwmBQkWwPkVQMqtuQmIkpb431TITNxL7VDTkBe1bSg2RsBcwFSQrR3FmMX1cle/zUQit40Nkl8pm27BdjwYUCfnexREhERZTS5y0dnpMPHRIhM3JoXuMvHChgMZQve5UMs6z83MIq9TXa0umPH++6CXOypLUGFgRVQiYgyRRmDZcRgGRFRZmpze3FvUxd+1T8S81iVQYu7a0txpTUnKeGsYNANp7MxKmzmHG+Ax9s179dUq3MiF9py2GziolurjbTOIiIioqXHOQB0HwMGWwDXoFzVzOWQf336fcg/9RylGlAb5LZeGnGvBzR6QJsF5NjkAFlOmXyfWw5k27jITkREsqG26KDZeG9izxPBrYlqZlWXyoHlxW4vfewx4PCDwGDz7FU3175PDpSV71w+rTyJiIiWKbH87fV2T1Yfkzt3iLntRoRC7nm9pgiJGQxVcnhs2py2wVAJpbj2XWRnxt24u9GOvwyNxzy21qzHvroy7M4zL/o4iIhoaWGwjBgsIyLKcC8OjeGuBjtOOz0xj12eZ8a9dTasNhtSMrZAYCwSOIvs7BqX732+vnm/pkZjiVyYeVnG4QABAABJREFUy7u6JnZ4aTSLvBBAREREC0NMMXjH5AVzEShjhTEiIlqoz5f+1+WQWfMLQOuLgDd2I1YMhRIo3SKHzGreKIe6RNB5IcbT8Ypcney1/wOC3vjHWWqArTcDmz4GmLiRioiIaKGJZW6fbyCyKTo6RBYMxgawEqOAwVAemZ+W56mlIJmxGkpl8iuBDfoD+JeWHjzSNYDgjFX9fI0aX64pwUdKLFAxuE5ElJHKGCwjBsuIiCgYDuPH3Q58vbkbg/5g1GOiIeb1pfm4vboE+dqlsXDr9w9Hdn9NXMTLF/R+/+C8X1OnLZq2CyxyMW+qg1rNHVhEREREREQZJxSUq2iKSmYiaNb+MhBIoPqIqBxm2yZXMqvcLQfNtKbEf66o2HnqZ3KgrO90/GNEy6tVV8nVyUTlNKW4ciciIqIFmXeOamEpd9fw+4fm/Zp6Xem0Tc5T884qVWo2c0/nD4XxcNcA/rWlB8OB6HUBtQL4RFkB/r6qGNnqhW23SUREy0sZg2XEYBkREU0Y8Qfw7bZe3N/Zj8CMT+8ctQr/UFWEm20F0CiX5s4ksXNMCpzNuPgPBEbn/Zp6vW2y5Li4l3eOiQt//YKOnYiIiIiIiJawgBfoPCiHzETYzH4ICAXmfp5oW1WyKRI0uwwo3wEEPHLb56EWubXl5NctgPs8G6ZEO+etNwGbrweySxb0t0dERJRJJjplzKxAdjGdMrTagqg5ZDlEVg+1OgtL0QuDY9jTYMc5V2wnk7flZ2NvXSnqjJwDJyIiMFhGDJYREVGsJpcHexu78HtHbCCrzqjD3jqbdHG5HIjTEK+vV2qjKZcrl+/FxEEw6LyIUuUVUYEzs3kljMaqlJQqJyIiIiIioiQTbZnbDsitM8Wt5+Qi/SAFUP92uTpZ3dvZApqIiOgCBINuaR44qgLZ+Dl4vF3zfk21OhdmqfPFVAUys7keGk0eloNmlxd7G+34XZy5/3qjDvfU2fCWZTL3T0REycFgGTFYRkREs/rz4CjuauiKu2vpzZYs6SJzhWl57loKh0PweLomy5lPlTZvRCjknddrKhQqGAzVk7vRJnamGQwicMbJfyIiIiIiorTldACtfwXaXgJaXwL6Xru41zMVAFtuALbcCORVLtQoiYiI0pKYz3W5WjE+/vq0ENk5uN0dYiZ4Xq+pUplnzPPKYTKt1gqFYml29DifsUAQ/9baix929sM/Y+ledCv5UnUxbiy1LtluJURElDoMlhGDZUREdF6BUBgPdw3gX1t6MBQIRj2mUgA326z4YlUxcjXpEZwKh4PShMNkdbNIW02nqxnhsH9er6lQaGEyVsttNKdVOTMYyqUwGhEREREREaUZ1yDQfkAOmYmwWc8JIByKOSysUCKYZUUwuxCB7AIEsq0I5dfAuPZ66IzlKRk6ERHRUhUKBeB2t8W0sHS7W6R53flQKvUwmerkOdtp87c6XcmyDJDNFAyH8WT3IL7W3I0Bf3QbbyWA60vzcXt1CfK16TG/T0REC4/BMmKwjIiIEjLkD0jhsoe6BhCc8cmeF9nRdEOpFeo03dEUCvkjkxZTYTMxgeF2t17kpEXttLCZfNPrS9Ni0oKIiIiIiIgAt7sd3S0Pwvn6kzCMDCGgVsCtV8FtUMGjUyI8y3W00ViNvNxLkJe3C3l5O6UKKURERJlAdJuQN/9OdJuQ751OsfnXN//Nv6aaGXOxE5t/RcQq/bw8PI49DXacHHfHPHZZrhn76m1YbTakZGxERLR8lDFYRgyWERHRhXjd6cHeRjueHxyLeWylSY9762x4oyULmVRm3elqiYTNpiY5Lq7MukkusT6tupnZLMqsFzJwRkREREREtEwqqjgcz8Nu/zEcg3+d9/XhdOLaMC8vEjTL3QmNJndBxkpERJQqYgnZ6+2OqUDmdDYiFIoNQyVCdIgwGKrlNpbTKpAZDJVQKjOjKlenx4d9TV14um845rFKvRZ760pxpTWHc81ERJQQBsuIwTIiIrpg4qP9D45R7G3sQpPbG/P4FdZs3F1rQ41Rh0wVDLqlCRB5V51c3Uzcezz2eb+mWp0t7aSTJkUiEyPia+5aJyIiIiIiWhq83j50dT0Je9cT8Hp7FvEnKWA2r5aCZpa8XcjN3Q61OnM2eRER0fKbT/b5BiIbc6NDZMHg+DxfVSFVG5uaL420sjRWQ6nMzHlpZzCI/2zvw3+198ETil6eN6mU+HxlEW4rK4BelZ4V2oiIaHEwWEYMlhER0bz5QiE8aB/At1p7MBoIRT2mUSjwiTIrvlBVjGy1KmVjXGoCgfFI4OxcVFtNr6933q+p0Vgmq5rJEynyTjyNJmdBx05ERERERESxxPT30NB+2O2Po3/g9wiHA3GPM5vXwGb7CHKyN0KhUEsVVaZu8vdQqOB2tWJo6GUMDb+MkZHDCIUSafmlRHbWusmKZjk5W6FWmxb890pERDQXv38I4+PTN9vK85/i1+dLryuFyVwfHSIz1UGlYhvHiXORX/QN476mLnR5/TGPf7jYgjtqSlCk06RkfEREtLyVMVhGDJYREdHFGvAF8M2Wbjza5UB0vAzI16jx5ZoSfKTEAhVLa8/K7x+JnmwZl7/2+wfn/Zo6bVFUZbOJCRe12rygYyciIiIiIspEfv8wurt/DnvXj+FytcQ9RqnUorDwKpTZPobs7E0X3HIqGPRidPSoHDQbehkjo8cQDscuGM8kgmri54lqZnl5u5GTszFjq7cQEdHiCATGIvOZU5tnxXymz9c/79fUagsmN83Kc5oT85msyjmbY6Mu7Gmw4+CoM+axbdlG7Ksvw+ZsY0rGRkRE6aGMwTJisGxpc7vdOHXqFKxWK/Lz85GVlcWe50S0ZJ0ed+OuBjteHI4tX77ObMC9dTbszmOo6UKIEvHS5My08vAieBYIjM77NeUdfvIEzeREDXf4ERFRiompA7FQLtpJAyGoVFlQKtWpHhYREVHM59Xo6HHY7T9Gb9+zCIW8cY8zGKpQZvsoSko+AI0md8F+vvicHB45PBk0Gxs7gXA4OOfzlEq91C5TVDMTYbOsrLVyhTQiIqIEPnuiOjBENsV6vF3zfk21Ojem+4LZLDow5C3o2NNZr9ePrzV348me2I3JpToN7qwtxfsKc7mmSERLlsfjgcPhkG65ubmoqKhI9ZBoFgyWEYNlS1xLSwsefvjhye81Go0UMJsImk2/6fX6lI6ViEgQH/u/HRjB3sYutHli23VcVZCDu2pLUWngTumL+X/s8/VhPLITcKrSWQOCwdidaYlRwGAojy4nLyZ3jNXc1U5ERPMiFrm93j54PHa4PZ3SvcfdCY+3W2oNHQq6EAy5pUUKcQuF3DEL42p1NjTqXGlBXq3JkRYZRKtnjToPBkMFsrLWwGisgVLJdh5ERLS4gkEXenp+KQXKxsZfi3uMCGpZrW+TqpOJAJdCoVz0cYnP1OHhg1LbTDloJsY293S8+IzNy90pjTPPshsmYx0XnomIMpwISztdLZHqY1MhMre7I6HPlnhUKrM81xi1yXUFtForP3fmyRsK4Qcd/fhOWy+cwej+IXqlAn9bUYhPVxTCpGKAnIhSLxgMYmhoSAqPDQwMTAbJxG18fKpIxZYtW3DNNdekdKw0OwbLiMGyJe7QoUN49tlnEzrWbDZHBc0mwmd5eXlQ8QSSiJbQBa5OqcAnywrw2coimNV8f1oo4pTL4+mSdw1O30HobEIo5JnXa4qFEbHTfnLixyzfGwyVXMQnIiKJ3z8khZ0n2jmLVmAet13avR4OBxb95ysUWmlnu9m8Blnm1TBniftVbJVCREQLQnzGiTBZd88vEAzGVucWdLpilJZeh9LSD0GvK0Yq+f0jGB5+FYNDBzA0tF/agJRo6zG5mtlu6d5gKFv0sRIRUWqEQgG43W2TG1UnuiS43S0JVcGcrTKmPH8YHSLT6UoYIEvShu73FOZKVcrK9dqUjI+IMvv9aWxsLCo0NhEkE6GyROJClZWVuPnmm5MyXrpwDJYRg2VL3O9+9zvs37//ol5DnLSLcNnMKmfiexFG40k9ES2mPq8fX2/pxhPdgzH72gq1atxRU4Jriy1Q8r1o0YgJIbGzcHplM/nWjHA4dhIiEQqFBiZjjdxG0zxV5UxUPWM7FSKi9BQMeuF0vh4Jkb0eWXw4J1XRXIpERTNpgdxyudTyayHbkBERUXoTFVv6+p6TAmXDIwdnPU58xoh2l/n5b1my7Zu9vgEMDe7H0NABKWzm8YiqM3Mz6MXn6CVSNTPxearTWhd9rEREtLDC4dDknGD0JtSLmRPUwmSqie56YKqPzAkufqXOTHVm3I09DXa8OBwbcl9vNmBfvQ2X5JpTMjYiyhxerzdu5TFx8/nm97kyISsrC//wD/+wYGOlhcVgGTFYtsSJfz6jo6Mx6V5xPzw8nFDC93y0Wm1MhbOJm07H1mdEtHBOjLmki99XRmJbNW7MMuC++jJszzGlZGyZanF2J+pgMtVFlbYXX+v1pZxcIiJaRkIhn/T5MDZ6EqNjJzE2ekoKk11sBTKtthB6vQ1aTR6UKj1UKiNUSgNUKgOU4mvxa0qjWK1AwD8M/8QtMO1r/zACgeEL/KxSIjt7PSyWy6QQQE72JlbeJCKiGGLx3d71BLq6fgK/fzDuMaItc0nJB2ErvQ5GYxWW4+9xImQmKpr5fAMJPU9c201UM8vL28nKoERES4hYJ/J6u2fM8U10MXBfRBeD6pgKZHIXg6UZpk5HDl8A/9Lag0fsA4juCQJYNfKm7Q+XWKDipm0iWoTWlTOzCdNbV86XyWSKyiNMZBREkRy1mp8vSxWDZcRg2TIWCARm7UnsdMYGNy6UqGYWr8pZbm4uW2sS0byIU4Jf9g/j3sYu2L3+mMffV5iLr9SWoozlulO+O9/lasX4+OuT1c3EZJTb3S7+FOf1miqVKRI4m7ab0VwPnbaIlTOJiJbA57NoXzkycgSjY8cxOnpS+gyYzw52scgs7VbXV0ihYr2hTAqSGfQ26HSlUKkWZvNKKOSHy9WM8fGzGBs/jfGxM9K9aMuZ6OeSqMKSn/8mFFjfDp2uYEHGRUREy48IKg84/gy7/TE4HH+Z9ZonJ2cLbLaPobDgnQv2ebYUzgGcrsbJimZDwy8jEBhLOLCdl7dbqgqak7NVCocTEdHiv2+LQLBcfeycFCCT5+0aZm3XPDeFVG1s+pyd2bxSCk+LDaSUGv5QGA93DeBfWnowEojeVKVRKHBbWQG+UFWELDXX6ohofp8nIiQWr/KYyB6EQjOjrBdGBMTiFbURN4PBsGC/D0oeBsuIwbI05Xa74yaJxU0E0i6GUqmUUsPxPhDYWpOIEuEOhvDfHX34blsf3DNOUA1KBT5VUYhPVxTCxBDrkhIMuuF0NcE5Hl0+3+Oxz/s11ersadXNptpqatlmhYho0QSDLoyMHsfoyFEMjxzByMhRqQLY/CpUyosOE1UqdbrilF0PSLv0fb1yyGzsNQwPH8TwyKtS9bXzU0gL4oWFV6Kw4AopEEdEROnP6+1HV9eTUoUyUeVltiBycfF7YbN9FFnmVciEkJ34DJWqmQ3ux/DIIYRCnoTaouXkbJYrmll2ITtrAyuDEhFdJLFpZnzGHJwIkSW6mSYeva5U2ugph8gic3GmOqmCNC0dzztGcVejHQ0ub8xjV1izcXetDTVGhv6IKPHWlfGK1Fxs60ox/yeK0cTrjCbaWoo8AaWPMgbLiMGyzCISxmNjY3ETyAvRWlO0z5xZ4Wzia9F2k4houm6vD19t6sZTvbETIiU6De6sKcH7ivKgZGB1SQsExuF0Nk5WNpuocub19sz7NTUay1TgbLLcfj00mtwFHTsRUboT5/ciACyqkUm30SNSla8LaSOpUpmRnbUOWdnrkZ21HllZa2AwVEitUZa6YNAjLYoPDv4Vg4MvSr/3uWRlrUdhwZUoLLwCRmN1UsZJRETJ+1wUVbns9h+jv/93s7Z4NptXSdXJiouugVptRiZXsx4ZORZpnbkfo6PHE2qLLQJ5ubnbJ1tniv+fCgUXloiI4hGVIieqjk1VIDsHn69/3q+p1RbMmFMT93VsY7zENbk82NvYhd87RmMeW2HUY1+9DW+08M+QiJLbutJoNMatPGaxWNi6MoOUMVhGDJbRBL/fH/XBMz185nK5Lvr1RTo5XpUzttYkoiMjTuxptOPwaOx7zZZsI+6rs2FLjiklY6P58/tHosNm4/IOS7/fMe/X1GoLIxNj06qccWKMiGhSMOjF2PipSJDsqHR/IQsSYiE4K2udHCQT99nrYTBUps1isKhOMzj0khQyE+3O5vpMMptWoqjo3dLNYChL2jiJiGjhr026e34uBcpEK+V4lEotCgveBVvZR5GTvYUV+WfZVCQC23LrzJelNtSztQ6duXFItKAWITPROtNgqOL/XyLKzE4A0sbMqQpk4+PnZq2amQiNJk+qPja9G4DZLDZm5i3o2GlxjQaC+HZrD+7vHIB/xpJ6rlqFL1UX48ZSK9RKfnYSZXrryniVxxaydWW8dXy2riSBwTJisIwSIoJlMyuciQ+uwcHBBWmtKVLN8T6wTCYTJ5qIMkQoHMYveodwX3M3ur3+mMc/WJSHr9SWoETH6ofLnc/nmBE4k78OBEYWqJS/fM9S/kSUKQvlYoF3ePhVDA8fltpXhcOJl7IXoTHRukq0gszJ3gyzecWyqES2EETVNvH/rK//t+jvf27OSpvi/1Fx0XtQWPhOaLWWpI2TiIjmb3T0BDrtj6G399lZWzqKKpyi1WVJ8Qf4/n6BRDu2oaFXpGpmoqrZbKG9mXS6EilgJoJmeZbd0OuKF32sRETJrPbodLVEqo9Nhcjc7o6EwrizVZGW5ruiKpCtgFZr5frJMhYMh/F49yC+3twNhz96nU2lgBQm+2J1MSwaVgQiysTWlTNDZAvdunL6ujxbV9JcGCwjBsvooogE9OjoaNwPONFa82KJ1pozk9HiexFEY2tNovTkDAbxn+19+K/2PnhC0acQBqUSf1dRiE9VFMKo4kluOhGni6KizszqZuLrYHC+5ZoVMBjKo8NmYgLOWA2lUrfAvwMiouRV3BoeORgJkh3E+PjrCS9OiPe+7KwNyMnZEgmTbZYWIkh8DonrmhNSwEwEzdzu9lmPVSjUsFgul9qjFRS8DSqVMaljJSKi8wsGXejpfUaqTjY2diruMSJEbbW+FbbSj8JiuTRtKnOmmsfTLVUyGxraL4XN5gptTzAaayLVzETrzJ2stENEy0IoFIDb3RrTwlL8mtjEMh9KpT4SHIsOkYlALgNk6WX/0DjuarTj1Lg75rE35JlxT50Nq83cMEuUrq0rxRr6zMpj4vuFal0Zr/IYW1fSxWCwjBgso0VtrSkqmsVLVrvdsSfLFyo7OztulTORtmaqmmj56/T48NWmLvyiLzakatNpsKe2FO8pzOWkSpoTp5GiJYAITkRVOXM2zlpxYC5iEUm0Xpnc4SlVOquH0VAFpVKz4L8HIqKL4XbbIyGyV6VAmcvVkvBzxeKDHCDbgtycrTCbV0ltviiR9gJn0df/G/T2PnPekJkIlRUUvEOqciNafDGYQESUOmJhX4TJenp+gUBgLO4xOm0RSks/jNLSa6HXlyR9jJn2eSrCFYNDB6RqZuImKpzNTYEs8xq5daZlN3JztkOtNiVhxEREs29CEdXGRNWx6Lmp5guqFj2dQqGFyVQTtRlSVI/W68t4TZHm2txe3NvUhV/1x3ZuqDJopUDZO/KzOedNlEatK2cWZlno1pUz18nZupIWA4NlxGAZpbS15sw0triJpPbFUKlUUa01p3+gipQ2T8iJlpeDI07c2dCJ42OxgdQdOSbcW2fDpmxWCsk0Yuen290ZmcibaitwcZN6GhiN1ZF2AvXShJ64F61xMqUtHBGllrh0FsGxiWpk4t7j7UroueJ9ymxeg9zcbVJLSxEo0+tLF33MmfBnMjp2Aj09T0tt1Px+x6zH6vU2lBS/HyUl75c+O4iIaPGFQj709T8nBcrE5+ZsLHmXSe0urda3cDNJCoMZYsOQXM3sgPTnFQw653yeqBSanb1xsqJZTs4mVqAmosXd3Cjml6ZVILv4zY3VkxXIJuacDIZKKJWsGpNJxgP/n73/gI5su6874V05B+TY3Wh0eDnnQPIl8vExSGIOsmRJY1ufZz7LY3lMj2QziMoO8lj29znMsmTRI2aRNMVHPr5IvpxDv9yN7ga6GzlVzmHW/1TdQqHqVncBVQAq7N9aZ90CqgBcAFW3zvmf/d87iz+fWcR/ObeMZEVKh9tkxD+ZGMbfG++HjaYJhLR1dGX53jejK0knMU5hGaGwjLQSotAOBoO6b8Dy+Uax2+017T8ZrUlI65LL5/HdxXXlYLaYylTd/5nhXvzO5AiGbdwg6HYKMQQzmzpIIxGJITjdQAyBDS7n4aKz2UYRUAQb7CIlhDRjg1UTkq0Hnj+vcKmyw93nvQp+/w3w+29UQjKz2b3j59zt7zHitrKw+D+xvPzgeTfD/f6bMDryCQwMfJAuK4QQsgNIk8ns3DcxN/ftmu+dZrNfXYvHxj6nGkhIa5HLpREOv461tafV+2sg+HJdTUISE+f3XV8QmvXeCo/nMjYCEUK2hGxZplIrxUbFchHZCWSz240gM8Dh2LepbuR2XwSnU9zxKYbt9rr2txfW8Een5rFUUdcWC4TPjvTidw6OYJB1bUJaPrpSzzAlHNZ3St5OdGXl/nVPTw8sFl4bSGtAYRmhsIy0XbSmXuZ0IrG9jqFyfD6frsuZfJ6qb0Jag2gmi/9wZgn/6exSVWeX02TEP94/hN/cNwC7ia9ZUu1kIC5ApbiCSMHlTERowPamqhJ/JoXCUqRmsftU4nXojkkIqb2B+uaGI1nwRWQyobqvOT7vtSUhmTh3mEzcoNgrstk4VlYexfzC97G29nhN8bLJ5MLg4H0YGfmk2gTn+wMhhGwfudaurv4c52a/jtXVn9Wcx3u912B87PMYHPwQTCb7rp8n2R7ZbALB4EvF6MynEQq9LrOnC36d2exRgm5xMxOxmazL+H5LCNGQCN5IZLPbvTQgZjKBbX9Pu21U1X821YNch2EyMXqMbOb5QARfnJrVTeK4yefC7x8Zw5UeJnEQ0orRleUisp2IrtT2ocX4RIRlhLQ6FJYRCstIh0QGFaI1K9XiIkRrVrRmpcuZfMw3e0L2hjPxJP7g1Dx+uFRdBNpnt+JLh0bxkQEfi8mkrs2LWOykKiqWu5wlEtufE8nGhnSolhcYJVbTau1v6rkTQtpD1BoKHcP6+rNKSBYMvYxsNlbX15rN3qKIrCAk87gvZXRXi5JMLmFh4QeYm/8bxGJTNR8n8Zgjw59QUZmMKSWEkPpJplYwP/dt5VCWSMzWFGAPD/2iirv0eC7d9XMkzSeTCWN9/TnlZra2/rQSg9SDrLu02Ew5ioMQIaQ7rhmaa315fSeVWt7297RaB0sRlhs1nsOq7kPI+TiXSOEPTs7hBzq163G7BV86NIaPsnZNSMtEV2pD7msULbqyck/Z6/XSxIS0NeMUlhEKy0g3RGvquZyFQvW5Q5wPh8Oh63ImQjTakxKy8zwbiOBLJ2ZxLFLd9XVzsevrCnZ9kW2QyUQRjU0hWupqLRQkk8mFbX9Pi6W3yt1MCpQWi7+p504I2ftIJxGSKTFZ8CXkcom6N0FFQKYJyeRawbjd9kJKH6HwMczP/w0WF//2PG50BrXZLS5mAwMfoJsOIYTUuKYGAs/h3OxfY3n5IeTzad3HSUPH+NgvY3j4F7nR3wUCQxGZqbH2DOKJM3V9nd2+D709tyiRWU/vrbCx4YeQtkYadaLRqYoIy+MN1mt6dBoEpV7T09RzJ51PNJvF/0/SNs4sIV6RtuEwGvFbBwbx/9k3CAfTNgjpmOjK8r1hRleSTmacwjJCYRnpVlKplHI0q5xYyO1mqNIlQlPP5YyqdEKaSzafx7cW1vDHp+axnMpsuk96vj430ovfmRzBgJUTetI46XRICc3Ku1+lGzadXt3292QHLCHtSy6XQTjyZlFI9oyKb6rXkcxuHyuJyHr8N8LhmGC3cgeRzSaxsvIQ5ua/i7W1J2vGtZlMbgwNfQSjI5+E13s1nwOEkK5H5tsLC9/Dudlv1HSBNBisGBq8T7mT+XzX8drZpcTj50puZnKs15VI1lw9PbcqsZlEaFos3h0/V0LI9ubTymG+WHsREZlEWSYSZ7f9PWXuXVV/cV8Eq6WP7yWkIWQb/HuL6/jDU/OYS1aL4T851IN/cWgEIzbrnpwfId0SXant8e5UdKU2mGZFupFxCssIhWWEbEYuWdFoVHcyIkK0ZkxGxNFMzwqVkxFCtk8kk8W/n1nEfzm7jFTF1MNtMuIfHxjCP9g3ABuFnWQHSKXWNonNCgXP48hkgtv+nnbbKFzuI6prVhU+1TisYn4IIXtDPp9FOPwW1gNFR7LAi8hmI3V9rdN5sOhIdiP8vhvgcIzt+PmS1iCRmC9GZX4X8fh0zcfJ9X5s9DMYHv4YLBbfrp4jIYTsNRIdfW7268rxsZbbp8O+H2Njn1WOj1Zr366fI2nxWl5squhm9jTWA8+dxzm0HCO8nsuVk5k4mvl918FkcuzCGRNCNHK5FGKx08WaSsE1Xm7HYjNy77a+p9HoUPUTTUSmuZDZbCMUkJGm83Ioii+emMVLoeoms+u8Tvz+4TFc63PtybkR0gmIEYjszVY6jzU7urJyz5YmIYRshsIyQmEZIVu0T5VoTT371GZEa1bap2oTGdqnElI/M/EkvnpyDvcvVwt6Dtit+PLhUdzX72Mhiew4MgWWrvmS4KzYXSsf1ytEqcYAh31fhbuZCM4mYTTamvwbEELy+RwikXcKjmQBEZI9j0ymPst8h+MAenpuRo//ZvT03ASbbWjHz5e0/vtCMPQy5ue+i8WlH9d8LzAarRgcuA+jo59RQkTOWQghnUo2G8fi4o9U3KVESetjRH//XSrusrf3dsZEky00A7xZdDR7BoHAC3XFk4sbns93TSE6s/dWeD1XwmhkPY6QZrk9x+NnypryNAHZaeTzmxMI6kXmzU7noY3aiBKRHYHdPs73C7LjzCdT+MOT8/ju4nrVfSM2C/7l5Ag+PtTD9RwhW4yurNx/3YnoSu69ErJ1KCwjFJYR0sRozUqHs51QzVe6nFE1T4g+T62H8aWpWbwZqS4e3+Z34/ePjOFSNzuRye4jU+Nkcr4qzkFu17PZoYfBYFIilpK7WVF45nRMcCOEkC0KyeS1qNwulJjs+bqdB+32fUUh2U1KSGa3j+74+ZL2RSJTl5YfxPz832B9/emaj3M6JzE6+mmMDH+c7jyEkI4hGp1S7mQSeVlLsC1x8XL9EydHvqeSRsnlkggGX1PvuSI0C4VerUvIYjK5VHS5uJn19twKt/tiilUIqWNNlUicQyRSrHkUhWQSaynuZNvBYDArB+iNBrujcLuPqjWY0Whu+u9AyPmIZ3P4L2eX8O9nlhCvSLexGw34X/cP4n/bPwiXybRn50hIK6dF6TmPNTMtqnIPlWlRhDQHCssIhWWE7GK0ZuWEqVmTpUqVvXbb4aBohnQ32Xwe35hfwx+fmsdqenPRWErBvzzahy8cHMaAlcIb0nrF15LwLHoS+fx2i6+WzcVXd+HocOxXYjRCup2N2CQt2vJ5pNNrdcfVipDM33MTevy3MNqSbBtxbpib+zbm5v8GqdRSzev5wMD7lYuZbGxzU5sQ0m6ImGB5+SHlThYIPFfzcT09typ3sv7+u9kgQXaMTCaKYPBFrK0/rRoKJOocuPAWhsXSU3SjvQW9vbfC4ZigEw3pWmo3zU0hl4tv87sa4XQeKDqzFxvnXEfhdErTnLXJvwEhW3/O/+1yEF89OYtziXTV/b806Me/PDSKcTufq6S7KTfhqNwTZXQlIe3LOIVlhMIyQjrf3rVSoS+qfRGkEdIthDJZ/F/Ti/i/zy0jXTEt8ZiM+O2JYfwv4/2wcuFBuiYuwgaX8/CmqAgp1oobBMUKpJORpam8diTWsuBK9hzS6dW6vtZmGy7FWoqgTLrjuZFImn29X119DLNz38Lq6s/lM7qPk+fe6OinMDrySUasEkJannh8FnNz38Dc/HeQSq3oPsZs9mFk5BMYG/2cingnZLdJp9exvv58SWgmzkp1zw+LbmZytNtHdvxcCdmLNVQqtbxRkyhzXa8V7V4PMqcV17ENF7IjKtbSZLI19fwJaQavh2P44olZPBuMVt13pceBPzg8hhv97j05N0JaYW+zfH+zGXubYpqh5zwme5uMriRkb6CwjFBYRkiLIsr9SjtYbXImiv9GkE3Q86n6uUlKOpXTsSR+7+QsHlgJVd130GHFVw6P4QN9fA2Q9nF9EIFMubuZuJ2JCK2WGOFCmEzOYmfwkU3FXdkw4euCtCOyFI3HZ4qxliIme66mI1QlVutAWbTlzXSkILtKIjGPufnvYn7u20gk53QfI86TfX13qpi43t73MgaIENIy5PNZrK4+jtnZr2Nl9Wc156Ze79UYH/s8Bgc/DJPJvuvnSUgtEskFrK9JE8IzSmwmrkz1IG7RIjAT5z2ZQ1qtvTt+roQ0k1RqTTWzacIxTUSWyQS2/T1ttpFCM1uZiEwEZGazq6nnTshOsJRM449Pz+Ob82tVvpaDVjN+d3IEnx7uhZG1AtKB7EYakwjF9MwxGF1JSOtBYRmhsIyQNkMuqZFIRNflbH19veHJnKj9K7sAtImd3c5CL+kMnlgL44tTs3gnmqi67709bvze4TFc4maULGlPstkEYrFTVXEUicTZbX9Ps9lTFUUhRWGrpY9CG9JyxONny4RkzyKZXKjr6yyW3qKQTFzJbobTOcnnN2kJccba2pPKxWxl5ZGaTpUiAB4Z+SRGRz7NWFZCyJ4hjmRzc9/B7Nw3VcS7HkajA8PDv6DiLj2ey3b9HAnZbqOC5mYm88t6o9Pd7kvRq4Rmt8DvvwFmM91sSGuQTodKbujljWr1ujnXaswpb1DT3MiknkBIu5HM5fBfzy7j388sIpLdvN9iMxrwm+MD+K0DQ3CbTXt2joTsRHRl5Z5js6Mry0VkjK4kpL0Yp7CMUFhGSGfZz4q4TG8SKGK0RnG5XLouZz09PYzWJG1HJpfHX8+v4k9Pz2Mtnd10nyxnfmW0D184OII+K5/bpDPIZKIq0kWKxYUO5ELxuF7RTS0hTnnhWCseWyz+pp47IecjkZgrCMmKYrJEYraur7NYeuBXbmQ3KTGZPH8pJCOtTDK5jPn5v8Hc/LeK7pR6GNDbezvGRj+L/v67YTQyIoIQsrNI2TcQeAGzs3+NpeWfIp9P6z5O3mfHxn4ZI8O/RJEBaWvy+ZxaS62vFYVmgefrigM0GMzweq9UbmYiNvP5roHRyMg/svN1gGhsSjWclYvIGqsD9BSazTaJyI6ozxPSCfOaB1aC+MrUHGYS1akxHx7w4UuHRnHAwes3ab+9w2AwWOU8JiMUqk532U50pZ7zGKMrCekcxiksIxSWEdIdJBIJZU+rZ1vbjGhNEZfpdR14PB5u0pKWJpjO4M+mF/HfZpeRqZix+Mwm/NOJIfz62AAsRj6PSQd3KsfE2WyjyCzCM3GcaKRTuVxs5nIXCs7cRCTNiiYKrD9XEpPFE7UENpsxm33o8d8IvwjJem5Rz0mDgZ2RpD03tOW5Pzf3LSwtP4h8Xn8ub7H0YXTkExgd/bSK5iKEkGaSyYQxP/89zM59Q80f9TAYLBgc/KASlPl917M2QDqSXC6NcPiNkqNZMPgScrkL19lEVCavCxWb2XsLvJ7LVcw1Idt3LtcayTbW9rXcI+uBzuWk23g7EscXT8ziyUC1WPgytx1fPTyG23pY1yLtEV1ZuQ/YjOhKk8mkuwfI6EpCuoNxCssIhWWEdDdyiQ6Hw7ouZ+J+1uglXIvWrOxUkMFoTdJKTMUSqhvt4dXqDp3DThu+cngM9/R59+TcCNkLUqm1oshsczRGJhPY9veUqLaSs5kmOnMdpuCMXNClSYu1VEKy+HRdX2cyuYtuZCIkuxlu98XcrCMdea1eWPiBisqMxaZqPk7c+cTFbHDwXrqjEEIaIhR6HbOzX8fC4t8il4vrPsZuH8fY6OcwOvpJWK39u36OhOy1wEfEZSIyW1t/BqHQMZGfXfDrZE0k79eF6Mxb6aZLdBHRYix2urBGLxORxeNn63qe6WEyOTeawspcyGT9zucg6QZWUhn8q9Pz+H/mVqteRX0WM35ncgSfG+mFia8H0qLRleX7es2IrvT5fLr7efJ5RlcS0r2MU1hGKCwjhNQik8kgEAhUOZzJx9L50Chut1u3w0Hcz6T7gZC94LHVEL48NYfjsUTVfXf2epTA7CIXRZGkO5FpvTiZlUdpSjE7Ej1RV/xLLWy2kTKhmXRBH4HLKYIzV1PPn7QH8hyTSCFNSCad9/VgMrng91+vYi1FSObxXEYhGemq67NsYouL2eLSj5HLVc9jBIkoGhn5hBKZ0cWMEFIv2Wwci4s/UoKyUFhEMnoY0d9/J8bGPo++3vfSFZSQMne/wtz2GRWfGYm+W9fXiShTXHZl9PbcCodj346fK2kdcrkM4vGZMlfxQqOXNNnk85ltfU+j0QqXU3MV33Ahs9tHec0mXUkql8Nfzq7g304vIJTZLCmzGAz4e+P9+CcTw/CaWVcgu4+4i8nenJ77WDOjKytNIRhdSQipBYVlhMIyQsi2ozX1XM5kpNPppkRrVnZFyMciRmO3HNlpMrk8/mpuBf/m9ALWM9lN95kMwK+N9uP/ODiMHot5z86RkFZCpvvJ5PyGu1lEczo7UdPJoh7s9jFdhzPpqCadQzq9jvX157EeeEYJyWrFaVViNDoqhGSXw2jkdZkQiTheXPyhcjGLRN6q+ThxQxkb+xwG+u9RG42EEFJJNDqF2dlvYH7he8hkQjUj0EdHPqWuJyJOIITU0USx/mwpOjMery/WXZwARWCmic1stoEdP1eyOxHn4jYmzVvlbuHR6KmacecXQmKIpYFAcx6Txi257XDsZ+MNIcUaliRWSHLFyXi1u9O9/V58+dAYJp10eiY7/1yMxWK6xg6SJpTNbt6XaDS6snyfjdGVhJCtQmEZobCMELIj0Zp6k2HpsGj0LcFqtdbMcbfZuNgjzWU9nVFda9K9lq146vaYTUpc9quj/bAYKXYkpFaRPJGYLYnMtGJ5NHqyppvOhTGoTZUNodmRksOZyUQ3wXYgnQ4ioDmSBZ5FJPJOXV8n8X0+33VKRCbD67kSRiO7KAk5/7z8dSUwW1z8W2Sz0ZqOKCMiChn9DN1QCCEqZm15+UGcm/06AoHnaj5OhC1jY79cFKfy/ZiQ7RKPzxbczNafVtGZqdRSXV8n66CCm9kt8PtvhsXi3fFzJY3NyxKJueKauOD6Xbi9/bWxiMQcjgPKdUytj90FIZnTMcHrMiE1eDeawFemZvHYWrjqPkmo+OrhMbyv17Mn50Y6O7pybW2tyqBBhhg4NIpEVOrtlzG6khDSTCgsIxSWEUJ2NVpTOi30JtDNitbUcznz+/2M1iQNcTyawJdrFB2OOG2q6HBnH4u4hNRLPp9FPH6uFOmhCc9isSm1mbk9DEoQoaI0yxzOnM5DMJkoPN7r+J9A4IVStGVYOShdeIkoDkpe7zVFV4ab4fOKkIz/S0K2QyYTUeIycR4KR96s8SgD+nrfo1yH+vruogMgIV2GzM3m5r6JufnvKEclPcxmXzFO93NwuSZ3/RwJ6Q7nkpNKYCZCM5k713IL3IwRXs/lhXlz763w+66DyeTYhTMmev9DEQdKbOXGWlduTyGbjTS81tXiK5WIzHmQ6yNCttA8LMkU/31Ov3n4C5Mj+JWRPpjZPEyaFF1ZvgfWjOhKu92uu/fF6EpCyG5BYRmhsIwQ0hLE4/FNk+7yibcI0hpBujIkWrOyY0MGozXJVijYpM9iKlZtk35PnxdfOTyKw046JhHSmODsTJnD2YmGY0Bkk0UiPzY7nLEIv9MClkDwxQ0hWVhELLm6Ilt83qs3HMm811AUSMhOuZjNfgMLi39bM67YZh3C6Oin1WC0HSGdPfdaXX0c52b/GqurP6sp/PZ6r1ai06HBj9AhlpBdfo2Gw2+V3MwCgRdrvneXYzBY4fNdU3I083qvooPVDpBKrW5EV0Y2XMjqEwPqY7eNlpzHSlGWLnHnplCQkO2QyeXxV3MrSlS2ntkcK2gyAL8+1o9/OjGMHgubakj90ZV6xgniSNaM6EoRiuntY7lcrqb9HoQQsh0oLCMUlhFCWr7TQ6I19SbrzYjWlPhMvYx5mcAzWpPokc7l8d9nV/BvphcQrChImA3Ab4wN4LcnhuBnQYKQppHLZUqCs43YEHE4O418Pt1gbMiRCoczEZxZm/47dDLZbAyBwEsq1rIgJHtdbYJdCIPBDK/3SvT4C0Iyn+9abpgQsstugvMLP8Dc7DcQib5b41FG9PffqdyJ+vreq66dhJD2J5lcxvz8dzA7900VW66HyeTE0NAvYHzs8/B4Ltv1cySEVCPuzsHQa1hfEzezZxAMvVrXekhez37/DUWh2a1wuy+BwcBorHpJp4NlzmPHS25k6fTatr+niPgLTU+bBWRmMyP4CGkWP1sL4Usn5nA8Vh01eGevB793eAxHXRTMk/NHV1buSzU7urJcRMboSkJIK0NhGaGwjBDStoiTWfkEv3ySL50jjeLxeHS7QxitSYTVVAb/enoBX5tdqfLh6bWY8IWDI/g7tFAnZEfJ5dKIx2cq3M00wdn23C5F7ORwTGw4nLmLgjPHBLv8i2SzcQSDLxccyQLPIhQ6VtffWwQpHs8VBUcy/83w+yWix7kr50wIqY2UbIKhl5WL2dLSj5HLVTuzag4ao6OfUS5mNtvgrp8nIaTx13og8JxyJ1tefrDme7dErI2P/TKGh3+RAgdC2qLB40WsqdjMp5W7WT2R82azX83JRWQmYjNprqGbf8F5WSIrS81MRQFZMrW47e9psfQWGpmUC9nRkojMYvE19dwJIRucjCXwlak5PLRa7R542GnDVw6PqeQJ0t2IoUEwGKwyM5Ahn29GdKXe3pIYGlitbGglhLQf4xSWEQrLCCGdiAjLRHSmtzBoRrSmZklcuTgQS2IW47qLtyNxfHlqFo+vR6ruu9hlx1cPj+G9vdyQIWS3O/ljsemS0EwTnsXj03U5adWKaXQ6J4qd5LIhUDhKzKbRaO78DavgywisP4f1wHNFIVk9TnFG5XCiRVv6fdfDbHbvwhkTQrZLOh3A/ML3lcgsFjtZUyTa33+PcjHr7b2NjieEtIHTzvzC9y7wurZiaPA+jI19Hj7fdVzTEtLG7+PrMmdff0aJzWq95iux2YY3Cc06PQY7k4kiGpsqa06aUiKyRHJu29/TbPZurBNLUZZHYLX2N/XcCSG1CaYz+LOZRfzFuRWkK7alfWYT/unEEH59bAAWNgF3ZXRlpTFBs6MrK/eJnE4n59SEkI5inMIyQmEZIaTbOlFCoZCujbFEazaKFq1Z2Ykig50onYtMdaQLTrrhTsWrXT7u7ffiy4fGMOlkvCohe4m48IjgrBBhUu5wNiP3but7ykasyzVZFakpgrN2jYyTTv1gUKItn1dispCKtqxHlG2Ax33phpDMfwOdTghpa2ej5zE7Jy5mD9QUkzrs+zE69lmMjnyCG6eEtBgiBBd3ssXFHyGXS9R8DY+NfQ4j6jXct+vnSAjZWZLJRaytP6OEZhKfWa9wShyce3tuQU/vrcpp2GrtRXs7kBVcyJSYLHKiIQGZyeQqW/sVBWTuo7BaBykgIGSPyObz+Ou5VfzJ6XmspTcLhaQF5ldG+1SyRJ+1s5sCu5l0Oq1rMiAfNyO60uv16u73SLINoysJId0ChWWEwjJCCClbgKyvr+suQOLxeFMWIHrdK1yAdA6pXA7/7dwK/mx6AeHsZpGKxWDA3xvvxz+ZGIbX3J5iE0I6lWxWBGcnN7mbycZDPH62rigZPYxGG5zOQ0Wh2eHS5oPDsa/lBGeZTFhF6IgbmQhJwuE36nZ2c7svVptNmpDMYvHv+PkSQnaXVGoV8/N/g9m5b6r44VqujgMDH1ACFbkmcGOVkL1zGV1Y/FvMzn5dvZ/rY8RA/93Knay393a6DhLSJcgWTTx+RkVmamKzdHqtrq91uy8puZkVmkfcLbee2RCQbbhWJ5Pz2/6eRqMdLtehTW7VMsTNjfMcQlqHJ9fD+NKJWbwVrRYPvafHrZIkLnE79uTcyM5EV+oZBjQzurJy/4bRlYQQUoDCMkJhGSGE1EG5ZXKl8KzZlsnlCxdaJrcny6k0/vXpBfw/c6tVHkh9FjP+z8lhfH6kDyb+bwlpabLZOKIiOIuc2LRBkUiI4AwNCM4m4XIeglMJzg4Vbjsn1H27QTodQiD4QinaMhx+q07HNoMSkvn9N6LHf5PaVGpX9wJCyNbJ53NqE1ri9JZXHqrpZCjXuLHRz2Jk5OOwWHp2/TwJ6UYikeOYnfs65ue/j2w2ovsYm3UIo6Ofwejop2G3j+z6ORJCWu99XZycNTczcSuudf0oR5pkvJ4ri25mN8HrvRpms2sXBWSF6MqNhiARkC1s+3tWO1AfbdmGIELIBjPxJH5vag4/XqkWFE04rPjKoTGVIMG6envuw+g1/u9EdGX5Xgz3YQgh5PxQWEYoLCOEkCZ2ypQLz5rdKVPucsZOmfbgrUgcXzwxi6cC1cXZy9x21TV3Ww9j4ghpRzcQrRu+fEMjkZjd9veUTQuJzxSXM6fjABzOCXV0Og/CZhvetpuIiMgikbcQDr+pRij8pnJnq8+JrRBt6e+5CT3+G+lIRggpkUwuY37+O5id+xYSCf06gtFoxeDAh5SLmc93HYv0hOxAxPfS0k9VZK04jtait+d25U7W338XjEbLrp4jIaR9yOUyCIdfV0KztfWnEQy+hFwuVcdXGlXzic93LXy+a+D3XQu7fd+23/dF8CZCsVjsNGLxGcRipwqNPrGphgRkMi+RtVZBQHa46EJ2RJ2r0ch4PELahUgmi/9rZhH/9ewyUhVbz26TUSVFSGKEjekgbRFdqdfEz+QYQghpTSgsIxSWEULILi+Q5HYiUW3PvVV8Pp+uy5l8nguk1kGmQT9ZCaouuplEdVH2wwM+fOnQKA44dsepiBCyc2QyUbXhUXA4O96UCBZtE8QhYjM19sNscsFgMKvNYYPRCqNBjpbC0WBGIjGHcESEZG+ouJst/CR4PJcpEZlEW/p818Ni8TZ07oSQzkZic9fWnsS52a9jZeXRmu6HsnE7Nvo5DA9/jNcVQhpEorolmnZu7ts1Y+zMZj9GRz+p3ANFpE4IIVslm00qcVlBaPYMwuFj6n2/HqzWfvi818DrvRIms7uwdlFrFZO6XVi7FG4nk0uIxacRj00XjvEzSjjbmEP0oaJwTByiC0dZR9GBjJD2JZfP45sLa/jjU/NYTm12ThYZ6+dHevF/To5gwEoRfbc05Ntstk2iMW1/hA35hBCyM1BYRigsI4SQPSAajeouqppp6Vy5sJLhcu1OPAGpJpnL4f8+u6y66iLZzZuuVoMB/2DfAP73A0Nwm1noJKTTKES2iMPZVEF4pm6fLLr87N1SSTZWPJ4rim5kMq6H2UwXRULI9kgk5jE3/x3MzX2rpqOI0WjH0NBHlMjM672KLmaE1ImIOVZWHlNxl6urj9ecP4hj0Njo5zE4+CGYTGxcIYQ0d00TCLyg3MxEbBaJvLOn5yMCMpdzQzi2ISBjhCUhncazgQi+dGIWxyLVTlY3+1z4/SNjuMLj3JNzI4XoSj3nMRmN7nNI87wWXVm51yH7HFxPEkLI7kFhGaGwjBBCWrCTp3IhJh+HQqGGv7/D4dB1OZMFmsXCjq7dYCmZxp+cnsc35teqtoMGrGb8zuQIPjPcCxMXxoR0PNlsXEW8bAjOTiJejHzJ5Rp3tqzEZh1SjmRuz6Xw+65Tm89ms7vpP4cQ0t1IlNbq6s9UPN/q6s9rCmDc7ktVTObw0C/wWkRIDcTJR5zJxKGslgOqyeTC8PAvKcGmx3PJrp8jIaQ7SaXWEAy9gmDwZQSDryAUem1H1jAiSne5ihGWziNwueUoArJxCsgI6XDOJlL4/ZNz+OFSoOq+fXarSoD4yICP4qJdTmapbJRvdnRlZTKLNNETQgjZeygsIxSWEUJIm5BKpTYt4MrFZ82K1tSzj5aFHaM1m8/r4Ri+eGIWzwajVfdd4Xaobrub/dxkJaQbyedzSKaWCnEwMYmDmVGxMHJbYi6TuTxW8l6soRer6FfHNXXsU0NEHP2mGIatJozaXdjvHsCEdx/2uQcwarPAQ2dEQsguEY+fUw5m4mSWSi3XFMUMDX0U42OfV+JXQrodKaOurz+N2dlvYHnlIeTzm+OeNNzuizE29ssUZxJC9vR6FchkMR1PYToWw4ngLE5GVjATT2E2bUUo74IDMbgRgRvh0tGFCDzF4xAWcMQwgx7nMJyOCTicE+rodE7A4TgAm20IBgNrUoR0E9FsFv9xZgn/6ewSErnN28tOkxH/eP8QfnPfAOwmXhua3fAuje16zmOBQLW4bzvRlXrOYzIYXUkIIa0PhWWEwjJCCGlz5G1WLKf1XM5EiCaLwkYwm801LaedTtqMN/q/+9FyEF89Oae68CqRrrsvHhrFAQdjbAjp5oLqK6EYng9G8UIwimPhOFbT+hvM9eI2GTHpsOGIy47DThuOOO3q9kGHFVYKiQkhO0Aul8bKyiNKKLO2/mTNx3k9VyoXM4nLNJk4zyTdRTodwPz891TcpTia6mE0WjE4+GElxPR6r6FDByFkV0jn8piOJ3EilsCJaBLH1TGB6UQSoUxjNSdB2l4kxu4mnws3+l240efCgJWu+oR0G7l8Ht9dXMcfn5rHfDJddf+nh3vwu5OjGLbx+tCM6MrK5nXZR8hkMk2Lrqx0H2N0JSGEtDfjFJYRCssIIaRzyWazKlqz0uFMRrOiNfVcznp6ehituQUS2Rz+y9ll/Pszi4hlNxdlrQYD/t74AP73iSF46TJESMezmEwrEdnzwYg6vhGJI7tLqymTAZiwi+CsIDY7rARnhdt0OSOENAtxXyy4mH0X6fSa7mNMJjdGhj+mRGZu90W7fo6E7BZSMg2FXsXs7NexuHQ/crmk7uMcjgklJhsZ+Tgslp5dP09CSHeQyuVwMpbEu9GEGgUBWRKn40mkd3mLRxphbiqKzG71u9lwR0iH81wggi9NzeK1cHWs4vVeJ37/yDiu8bLxpJHoSm1/oBnRlR6PR7cJ3e/3M7qSEEI6lHEKywiFZYQQ0r3RmnqLSzkmk/obGltBFpJ6C0xGa55fUPJHp+bxrYXqTdZeiwlfODiCvzPSB7OR3V2EdAoLyTSeWg/jqUAETwciKkZmO/RbzCrmcsReEPVKd6+MlVQGzViMDVstZYIzG4667DjqtGPAambHKSFkW4iAZnn5IZyb/ToCgedqPs7nuw5jo5/D4OB9MJnsu3qOhOwUmUwUi4s/VM//SOQt3ccYDCb0979fCcp6em5hFBwhpKkOZCIWE/HYO9F4SUgmn8s0uHgYspox4bBhv8OKIasFkWwOgXQG6+ks1jPFYzqjPr8V9tmtuM3vxu09btzW48aIjbFphHQCM/Ek/uDkPP52uTpqUWoc//LQKD426Gfd4TzRlZV1/WZHV1Y6j4kjmdxHCCGku6CwjFBYRgghZBPyth2NRnVdzpoVrVm+KC1fmIoDGgFeDcXwlalZPBuMVt0nQo6vHB7FXX3ePTk3QkhjLKdESFYQkcnxZLx+Ie8hhw3X+1xK2DVis2DUZsWo3aJEX3aTseam0WIqrQRsc0k5pnAukS7E2MQS6nYj9JhNuEhEZi67OmqD0TWEkK0QjZ7E7Nw3MT//N8hkgrqPMZv9yq1JRGYu1+SunyMhzSAcfguzc9/AwsIPkc1GdB9jsw1jdPSzGBv9NGy2oV0/R0JI55DNFyIsNeFYQUiWUK5kjTiQjdksquHkkNOmRGQHHFblKCbiL2eNdYneOmU1ncFr4RieDRTcmuV2vcI2WRuJwEyGOJpx/UFIexHOZPHnM4v4r+eWkcxtfuE7jEb8b/sH8b/uH6z7mtLJiMNYZY1ePt6p6EqtVs/oSkIIIeVQWEYoLCOEELKlaE3peNJzOQuHww1/f6fTqetyJgtcEaR1EzJ9un85iN8/OYeZRLWD0Z29Hnz58CgudlGMR0grs5bO4JmiiExcyWQzpx4sBgOu8jhwg68Q/yKCsp3YLIlms2pjaSqWxIkmxt2Iy6ISnDnLBWcO9Fu761pOCNka2WwCS8sPqFjAYPClmo/r8d+sYjIHBj4Ao5GOJaS1yWZjWFy8XwnKQqHXajzKgL7e92Bs7PPo67sTRiPfLwkh9ZPL53E2kSoJxzQR2VQsgUSFYKNeRMpx0GEruRYfKc7tjzhtcJl3JuYsls2pRrvngxE8F4zihWC0bmezS1x2JTK73e/BLX4XfBZeRwlpVcHrN+fX8Cen57GcqhZFfWq4B787OdJ1roQiENOiKytFZLFYrGnRlZV1d0ZXEkIIqRcKywiFZYQQQpqCxGfKAlivg0piNxtBuqO0aM3KBbAsjDs5WjOZy+Evzq3g380sIJTZXFCV3/rvjPbhnx0cZncuIS1CMJ1RboMFIVkYb0USdUVRSkfuTT4Xbu1xKyHZVR4nHHvYmZvJ5TGTELFZUjmbieBsqnh7q7E15fRZzJuczTThWR8FZ4SQCiKRd5UQZ37++zWdnSyWPoyOfBJjY5+Fw7F/18+RkAs+h2e/gfmF8z2He4vP4c/xOUwIuSCyzXIumS5zIIsrIZnM2ePbdJcXL5oJh7XUCCLHi10FNzLbHtdaRIDyRiSOJ9cjeHI9rMRmIj67EHLWl3scSmQm0ZmyztopMRwhpH7kdfzlqVm8GaluuJM6yO8dHsM1Xie6JbqyvHYeDAbVNb4RrFZrVbO2fMzoSkIIIc2AwjJCYRkhhJAdRaYBkUikyuFMxvr6esPRmhaLRS2Q9RbOdrsdncJKKoN/O72Ar82tIFsxs/KYjPjHB4bw98YHasbhEUJ2hkgmqzY4pEAqjmRvhOOo56pmNxpwvddViG/xu3G11wlrG4hk5Zq+kErjeDSJ42VuCO/G4lXi163QXyE40+I1e+k0QEjXU3J7mv06QuFjNR/Xq9yePof+vrtgNFJwT/bQdW9Jnq/fQDD0Ss3H+f03YWz0sxgcvBdGIzf6CCH6c27lQBaRuXZhzi3z70aaPCSqUhOOaXPuw05720TNSXzmq+FYYe21HsELoWhVhJ4eZgNwjcelRGay/rrO69rTJh5Cuo1TsSS+enIWD6yEdK9LXzw0io8O+DomdlGiK/Wcx2Q0I7qyp6dHN/HD7XZ3zN+QEEJI60FhGaGwjBBCyJ5Ha+q5nIkYrVFcLpeuy5kswNs1WlOKyV+dmsMja9XFmP12K/5lhxVjCGk1pENeIlmeKgrJZGOjUuxZK9ryOq9TOZKJkEw2MzpJCFq++aVtemm3ww1sfg1YzbhoU5xmYfgpOCOkKwmF31CCncXFHyrBmR5W6yBGRz+NsdHPwG4f3fVzJN1JJHpCPTcXFr6PTKZ6ni6YzT6MjHxCCcpcrkO7fo6EkNacQ0sUXKFRI1EmJGusaWPMZlFNGtrc+WKXA0d3MMJyr0hkc3gxpLlFR/ByKIpMHWszW1mTz+1t1ORDSLsRSGfw76YX8RezK0hXbBO7i02yf79Nm2TLoysrm6mbHV1ZXttmdCUhhJC9gsIyQmEZIYSQlo3W1HM5k9GMaE2tu6tSeCYL93YQZf1sLYQvT82pwrOeffxXDo/iWq9rT86NkE7drHhabVbEqgqitbrir/Y4cVuPRwnJrve52sYJoJnIUnC+PK6nSW4LQyI4K7qaqQ2zovjMR8EZIV1BJhPGwuLfKhezSOTtGo8yor/vDuVi1tf3PhgM3IAhzSWbTWJp+ScFd7LgizUf5/Ndr56HgwP3wWSiOxkh3cpqUUD2TjS+0YwRS2AtnW14TqyJx7T5sbfDBGT1Es1k8by4SQcK0Zmv1+kmLes0icu8vacQnXm52wFTG9SFCGlVMrm8Slz4N9MLVdc4eWX98kgf/vnkMAasre0yLCkb4XBY13lMGqWbEV2p5zwmg9GVhBBCWg0KywiFZYQQQtoKmVbIor5yQS+LfInWbHTaIdGaei5nMlotWlMKNd9YWMWfnlrASrraSv0TQz34nckRjNute3J+hLQjqVwOr4QkXqXQ9f5SnfEqIhm7UgnJCo5ksjHRaY4AzUSu1XPlgrOyzbVoA4KzYaulKk7zoi7eXCOkG64lodBrSmC2uPQj5HJJ3cfZbaMYHf0MRkc/BZttaNfPk3QW0ehJzM59E/Pz30MmE9B9jNnsxfDwx5Q7mdt9dNfPkRCytw495fPbd4pHvTV7vfRZzJviK7XRw6aK8xJMZ/CscpsuCM3e0mnM08NnNuFWfyE2U4Rm0sTSDg2IhLQCj65KI+wsTsSq5+VSK/nqkTFc5nagFaMrKxucxZEsnU43Lbqyst7M6EpCCCHtxDiFZYTCMkIIIZ0UrSniMj2Xs2ZEa8qCX68QIAWCvbQhD2ey+POZRfzXc8tVAhiJePiNsX781oEhFp0JqSHQfC0cUyIy2XCQDvd47sLCJin9STH0tuKGw81+N8VLTUCWjrM1BGcSQ7pdRmyWqkhNEZ15+D8jpGNIp4MqhvDc7DcQi03pPkZcy/r778HY6OfQ23sbDIbuc5Ik20NEi0tLP1WCskDguZqP83mvKbiTDX4IJlNrbZoSQpq/Dj9eJhzThsTDb5ces6k0T90QkjnQb+VavhmspDJ4puhmJuu/KR3hix79FrMSmGmOZgfsVopBCKlArn9fmZrFY2vhqvsOOqz48qEx3Nvv3bPXjkRXSs24sl4sHzcjulJqxnrOY3tdMyaEEEKaBYVlhMIyQgghXUEikdDtPpPRaPeZFq2pV0DYzWjNM/Ek/vDUPP7nUkC34/Yf7R/E/zI+AEcXxvERopHN51UkSkFIFsZzwWjdDlmyuaMJyW7xuynW3EVy+TzOJVJFkVkS7xYjhI5Hk3UJAWsxKoKzMmezi52F224KzghpW6QEFQi+qFzMlpYeQD6vH6HusO/H6NhnMTryCVit/bt+nqQ9iMVOl9zJ0uk13ceYTG4MD/+SEpR53Bfv+jkSQnaWaFYEZBvzTxGSiaBMmiG2i8dkLEVXbkRZ2jFgNVOwtIssJNNqTSjRmU+sh3EuUd//dMxmKYnMZIzY6BJPujvmVyIvJfoyW7ET7DUb8U8nhvHrY/2wGo275GYc0q39NjO6Ui/pgtGVhBBCOp1xCssIhWWEEEK6mfJozcqutWZEa+5F0eHFYBRfmprFy6GYrojinx0cxqeHe2FiwZp0iSDp7WhCbRiImEw61EOZ+oRIR5y2YgSKB7f4XRiwWnb8fMnW/79ni4KzcnezE9EE4nVEmJ5vs6hccKaG0854U0LajFRqDfMLf4PZ2W8gHp/RfYzBYMHAwAcwPvZ5+P03cUOfIJdLYXn5IczOfQPr68/UfJzXc6USkw0NfQQmk3NXz5EQ0nzi2RymYpvjK2WcSegLlOvBZTLiaNE1tzzKUtx0+X7TeszEk4XYzKKr2VKqvvjSQw5bydFM1o99dJgjXUAql8NfnFvBn80sVNVYTAbgV0f78X9MDO/I66EyurJ87FTzsHzM6EpCCCHdzDiFZYTCMkIIIeT8Nul6nW7RaHRHbNLlY7/f37BNuky/7l8O4o9OzeNUvDreQYra/2JyBPf07Z0NPSE7gTz3xdGqXEi2ls7W9bUTDqtyJNM2BIZsFJJ1kuBMxolYAokGBGfjdonUdOCoy1aKJjrqtFFwRkiLk8/nlEBInKeWlx9EPq+/Uex0TqqYzJGRj8Ni8e/6eZK9JRabwdzctzA3/12k06u6jzGZXBge+oWCO5nnsl0/R0JI4yRzOZxUDrgbc8R3onHMxFPYrg+uw2jAERGQuQvNCEpI5naoZgUj19ttu648EUuWYjNFcBbI1LeuvMxtx+1+T8np2sO1Aumw18ZPV0L4vZOzOB2vFt7e2evBVw6Pqetgs2qylY3AzarJ6jUBM7qSEEII0YfCMkJhGSGEENKk7jit0CHFj0YwGo2qkFFZ3JCx1e64dC6Pv55fxb+dXsCyTrftTT4X/tf9g3h/n5cFb9KWyFJDiplawf/pQET3uV5LJHRbseAvgrIxOyNMuiEKVU9wNtWg4Gyf3VpwOCtuJMo44rLBxYI0IS1HMrmM+fnvKpFZIqFfAzEarRgc/BDGxj4Pn/daivA7mFwujZWVR5Sr3dr6kzUfJyIyER0ODX0UZrN7V8+RELI9ZC0sTVYiGis520YT6nOVcW31YjMacNgpDQYOJSC7WIRkLruaC9IRvPPXEW9F4nhSHM3WI3g2GEE0e2Epojg3XeVx4vZiA9P1Phecpp2PBCRkJzgWjuH3puZU7UXP8f33Do/hrj7vluo5kUikVFPV6qpy3InoyvJhtzcmfCOEEEK6jXEKywiFZYQQQkjzyOVypWjNyq66ZhRFJD6zvKNOG/Kx2VzbXj6ayeI/n13G///skm7x86DDir8/PoDPDPfSeYe0PGckoqTYNS7H+WR9UQcSOSMCsluLQrIDjp2JoyXtuVEkLhWy2ag2HlUMUhxTsSSS2xScGcoFZ2XRR+Jmwc0kQvaefD6L1bUnlKBoZeVRmcXpPs7lOqoEZiPDvwSz2bPr50l2hnj8HObmvqncyVKpZd3HSLzl0OBHlDuZ13vlrp8jIaQ+Mrk8phOVDmQJnIolkd7m+ttiMGDSadsUXyljwm6D2UgBGSkIF18Nx1SDkwjNXgxF61o3WA0GXOcToZlHxWde43XCauTagLQ2L4ei+HfTi3hoNVR1X6/FpCIvJfqy1vVR4inX1tY2Cce028lkdcrCdqIr9ZpzPR4PG0QIIYSQJkFhGaGwjBBCCNklxMlMCil6LmexWKwphZSBgQFVSNGOg4ODqkNPYzmVVsWgr82tIKMzQ/OZTfg7o334jbF+ujeRlmE+mVIisieLQjJxnKqHfou55EYm3eEioGRRkWx1o3KmuFF5fJPDWRKpbS5z5Rm4327dJDaTcZiCM0L2jERiHnNz38bc/LeRTC7oPsZodGB46KMUGbW5O9nq6mNKTCiiQkD/Ou52X6LcyYaHf4FiQkJaLOr8TNF59p1IcxoBxE1q0mErzcsuFicyl119zkIBGdkC8WwOL4WiRUezMF4Jx+pyxpP5vzjJy3pVhGaXux10vyMtwwvBKP5segGPrYV1Bbi/Md6Pf3JgCH6LWTXSSqOtnnhMGm2bGV1Z3nDr9/vP22hLCCGEkOZAYRmhsIwQQghpoWjNcoczbTQarSmCs6GhITVEaCbHoMOF/3h2Gd9bXNctwkuB/aMDfvyDfQO4xuOkGIfsKiKA1NzI5ChxNfXQYzaV3Mhu6/HgqNPG5y7ZcWeMcsHZyQYFZwcc1k1xmprgzEHBGSG7Qi6XKQiP5r6B1dXHawqPCrGIny/GIrp2/TzJ1ojFpjE3/x3Mz/9NTXcyo9GOoaGPKEGZ13sV5w+E7LGA7Fx5dLkIyCIJnIglEG/ASXbCYS0Jx7RxyGmDjW5RZAeIZLJ4NihCs7Ba074RideYVVQ3+92q1rPSHOVWkat8TyK7zTOBiBKUPbFeHXkp3Om24e9aMrAHNjfNplL1NQHWQgRi5a5j5bcZXUkIIYTsLRSWEQrLCCGEkBaP1gyFQrouZ410/EmxRlzNPGP7cGxoH36UBFbSWd3HDlnNuNHnxk1+F272uXAJO2hJk1lLZ1ThUjmSrUdwPJao6+u8ZiNu9hUK7iIku8Rlh5HPTbLHgrPT8aR6Dr9bIThLNyg4Uxugzs2CMzsFZ4TsQlTid5BKreg+xmRyY3j4F5UYyeO5ZNfPkdQmm01iefmnmJv7FtYDz9Z8XCHq9HMYHvolWCzeXT1HQrod2TKQSHstulKbN8k8KprVjyeuB3GG1eZLWpQlhfqkVda8ItR5aj2ME7Fk3S7cst7VHM0O2OnCTXaGQDqD54NR/KezS3gmENV9zEWhVVxx4hj6I8GGfpbX61WiMU04ph3l80aKfQkhhJCWhMIyQmEZIYQQ0qZIJ6AmNFteXi4dJW4zm9UXidUiazRh9eIr8cLAOM7CdEExz/VeF272u1Vkw5UeJ4v0ZEsE0xnVvV1wJQvjrUiiru7t8pgQcSW7wkORI2kP0prgrNx5I5rAqQYEZ8ZywVmZ+8Yhh42CM0KaSC6XwvLKI5id/TrW15+u+Tiv9xqMjX0WQ4Mfhsnk2NVzJBtEIu+qWNP5hR8gk9FvwjAabRgc/JASlPm813KDnpAdRrYGllOZTeKxd6JxJSALZbYvIBuzWVSEpSYek/mQOBa7zOdfzxLSCiwkxaU7jCeV2CyMc4l03c97TWQmY8Rm3fFzJZ3pEv96OK7GsUhMHSVqWJd8HoeWZ3HtmePoi4bq/hkWi0VXPCbDauXzlhBCCGk3xiksIxSWEUIIIZ2FiMrEzWxpaQmLi4ulowjOLjQtk3tn/QN4Y/8RTPcM1vXzRL4w4bCVFfTtuNgt4gY7LEZu1BEgWowB0YRkUrSsZwvJbjTgBhGS+T0qCuQqj5PPKdKRgrNydzMlOIsnkNnmKlq7JpfHPMmYpOCMkIaJxU5jdu6bKlIxnV7XfYzZ7MXw8MeUaMntOrLr59iNZDJRLC3dj9m5byMUeqXm49zuSzA6+hkMD/0i3ckI2SFWUhm8G41XzW3WM1trfCpn2GrZNKeRdacIyjwUkJEOYiaeVOtlEZpJfOZSKlPX10lTieZoJhGafVbzjp8raQ+k/reazuJULIGpeFK5aJ+IJvB6JK7cIi+EQQRlS+eUoKw3Fq75OL/fXxKOlYvIPB4PxfuEEEJIBzFOYRmhsIwQQgjpHoczcTTThGbz8/M4e/asitvUI+Bw4UzvMJZ6BrDUO4iQYWuCBIvBgElnQdxw2GlT8SNylMInu8g7m3g2hxeDUVUUly7sV8OxukQyVoMB13qdBUeyHre6bWMMAulSwdmpkuBsY3NWRGiNCM4OVgjOZFP2kNPG1xkh24xZnJ37BgKB52s+zu+7QQnMBgbuhclk39Vz7HSk1BgOv66EfouLP0I2qx/ZZDK5MDT0UYyNfgYezxXc4CSkiZFpG+5jGwKylXR9YphakX/l8ZXa8FsolCHd9x4nUZkiMHtKrakjCNQpzrzMbS81Zt3id1OA2QUksjm1ThThmIypeMEZW27X+7wpx5DP4ciiCMrehT++Mb8SlzHZQ9y3bx+GhoaUeKy3t1c5kxFCCCGk8xmnsIxQWEYIIYR0t9hsenoaJ0+eVEPiNPWQyVzE7YPlimsQGB7DK7E0ZmrZ5NfBiM2iBGaHi6IzuS3ihnG7FUZu+LUdyVwOLwVjyo1Mit4vh2JI1bEEMBuAqz1FIZnfjet8LhV3SQjRJ5XLlQnOCkPiNeVz2W2uuk2GDcHZUefGJq5ck60UnBFyQSLRE5id/QYWFr6PTEY/Hshs9mF4+BeVW5bHffGun2MnkU4HsbD4PzE39y1EIu/UfJzPe436e0vkpdns2tVzJKSTCGeypSjvcgHZQqq+2D49esymKmfVi10OOi0RUoNsPo83I3E8KY5m62HlBh7L5uqa54vr9+3+gqPZ9Vxvty25fB5zyXRRPJYoichOxpM4l0ipmt128cSjGIgE0B8OYCASxEB4HfZMGj09PUpEpo3BwUEYuT4khBBCupZxCssIhWWEEEII0ZAITU1kdurUKSQSiarHSCHpyiuvxJEbb8Ypsx1vl7npSFdkPRGHtXAYDUrgcEhzNytzOnOz07alxC2vhePKjUw6qF8IRpHIXXjKLyXIKzwO3Ob3qLiOm3wuutcR0qTXpGwslMRmseYIziQ+U1zNykVnFJwRok82G8eixDHOfgOh0Ks1H+f1XoXRkU9jaOgjMJvdu3qO7Uo+n8X6+rMqgnRp+QHkckndx5nNfoyMfAyjI5+C233Rrp8nIe1MNJvFiWgS71TEWM7WEZdWC6/ZiIucjoJwzG3HRcW5xIDVTPdAQhp0NxZXcBGZidjsxVAUyTrW4+IQfp1PhGaF9fg1Xifn9S1GKJPFVFE4JvW1qaKQTBzJ4nX8jy/0/5d62758Gpg+CcfCOfRHgrBlNq7zPp8P73vf+3D06FG43ZynEkIIIWQDCssIhWWEEEII0SWTyeD111/Hk08+idXVVd3HXHLJJXjPe96D0dHRkgW/dEy+E4mXutpF4HAmnmpIcCYMWc0lwVlBdFa4LS5nJm5M7Cjyf30lHMMzgYgaEnNZb1FTojjKhWQ+RtkQsqtugqcqBGdapOZ2BWfiNFgeqakJz0SExo0pQgqEw29jdu7rWFj4IbLZiO5jTCYnhgY/oly1RGxGkUU1sdhpzM9/D/ML30cyOV/zcT09t6i/40D/B2Ay2Xb1HAlpx8h6ES2Ui8dkzXa2Accbl8lYEqCXx1iKSzWvbYTszuv6pVC05Ggma/d65vriXiZrdHEzk/X65W4Hayu7JAycSRRjK5WALFG63UicsMaoJAQ4bWp9Jo2acltGfnkRjz78MM6cOVP1NQ6HA+9973txww03wGxmzYYQQggh1VBYRigsI4QQQsh5yeVyeOedd/DEE09gfl5/U+/SSy/FXXfdhf7+/prihul4SnVaSrFM68CUEchkGzo/W8nlzKaOk8UCmgx2w28PidV4ORTF00UhmURb1tMBLcimkhSlb+tx4xa/G70UkhHSciTLHM60eCtNcLZdEbAIziYddl3BmcXI6zDpTrLZGBYXf4y5+W8hGHy55uNcrqMYG/0Mhod/CRaLH91MJhPG4tKPlTtZMPhSzcdZrQMYGfkkRkc+CadzYlfPkZB2dDPVYiynG3ivF3fpIyIgK3Mfu9jtwJjNAiPXXIS0DJFMVsVlao5mb0TidX2dz2zCrf7CWl7W9PI6Zz1le8iW6FIqU4yrLNTBpOFHPhZR2XabfDTcJmPJ4V/WW4XbNhx02uAybXaFX1pawiOPPIJ333236vtYLBbccsstuPXWW2G32xs7KUIIIYR0NOMUlhEKywghhBBSDzKlk4hMEZjNzMxU3S8Fx2uvvRZ33HEHPB5P3d9zNb1h9b9xbF6xTYpsBzWxWdmxh4KnEtFMFi+EongmICOCV0IxpOucwsvfUwrPtxUL0ANWy46fLyFkZ9BcJysFZ41sQlsMBnXNLY/TlCFCYArOSDcRiZ7A3Ny3sbDwfaTT67qPMRqtGBi4V7lv9fhvgsFg7MKoy58il6uOYhcMBhP6+u5QYrK+vjthNHLOQYg434gwfENAVnCOls9l8tuPSzvikvduR5mAzI59dIompC1ZS2fwtLiZBSJ4aj2MEzH9SOlK+i1mJTDTHM0O2K0UmunECGuCsYKIrBBdKZ8LZxvz7TcZgAP2gmhsUnPudxSc++tpogwGg/jZz36GV199VdXeyjEajbjuuutU7CUjLwkhhBBSDxSWEQrLCCGEELJlxDpfIjKPHz+u2/F4880347bbbmuo41G67GeUy1kSJ8oczkR8tt6gy5nQYzZVCc60jz3mzR2enUYok8XzwYKITMaxcKzujScpYooTWWG4MGKz7vTpEkJaIF5HNkgKcZqyeV3YtBYnynwDgrNDNQRnZgrOSAeTyyWxvPyQEpmtrT9V83EOx36MjnwGIyMfh802iG6OunS7LlLuZEPDvwCbVd8dl5BOJ5vPq7WRvAdr7mMyZH2U2mbpXdxGD2nvwc6CeExuT9j5XkxIJ7OQTCuBmQjNnlgP41wiXdfXiTuhJjKT0S21ALn+nkukSq5jWkPkqXgSc8n6/nYXEvAp0ZgSkNlLt/fbrbAat95kEIvFVL3uueeeQzZbXTu7/PLLceedd6Kvr6/hcyeEEEJI9zBOYRmhsIwQQggh20XmDg8//DCmp6er7nM4HHjPe96DG264QYnNmsmqihRIYEp1gxYKe1Lgk82W7W6slCPdn5sEZ8VogQMOG5ym9nIPkan4mUQKLwSjSkz2YjCKt6OJusUgsrmkichu8bkxaKM7CCFkQ3Am19+Su1lRfCbX4u1eicUlRa63WpSmNrjJTTqRePwM5ua+g7n57yKVWjqvS9fI8MfR3y8uXTZ0Q9SlxdKDoaFfwOjIJ+B2X0qHFNI15PJ5nE2IgCyxaUijTaLOaPpKZPVS7h6qCchknbMd0QIhpLOYiSfxVNHRTOIzJcKxHuQaItGZt/a41XG4jWsFUjdZLNaZTqsGx4Lz48km1ZkkSrhQVyoIx+SaLGueQw4bfE1y00+lUkpMJqKyZLLale7QoUO4++67MTo62pSfRwghhJDuYpzCMkJhGSGEEEKaEZEpArOFhYWq+71er+qGvOqqq5Td/k53ks4mUqpzVIRmWiFQjiKuajRaUxi2WjDhsCqRmRwnHCI4KxzFBW2vNz5j2RzejsSVkEziLeVYb2FYzvxStyYkc+Mmnxv9VkaGEkK2fh3SHM7Kh1yHGxGcHdYTnDlsjOUibU8ul8Hq2s8xN/ctrKw8Jp/RfZzZ7MPQ0EcxMvwxeL1X7fmco15yuTTW15/BwsIP6oi6vFO5tPWrqMvucEIh3buGEqebcvcxibGUiDp5H90OckWQdYmKrpQYy+J7pQgX7G3WHEMI2btrkzgUi8BMxGZPByII1OkYL9caTWQmY6gFhWYSC6pFV5bXi6SGtN1rb/k1eMxuwWGHvSy+snB71GaBcYfmbeJK9sorr6jYy0gkUnW/CMnuueceTE5O7sjPJ4QQQkh3ME5hGaGwjBBCCCHNIJfL4c0338Sjjz6K9fX1qvsHBgZUd+RFF120Jxuh6Zw4d1ULzqSAOJtIb1vsUI7PbFJxBeN2K/apo6V4LHws9zfrd9c2o96MxPF2JIE3o3G8FYmr36/ecqhsL13ucSgRmRR+b/S50NOkbllCCKkkVnQ40xOcbReb0aA2scrFZhe5HGpjnYIz0o4kkgvKzUuczBKJszUf53QeUgKz4eFfgt0+glYjn89iff05LC7dj+XlnyKdrp4bajDqknQymgtO4T2vECUtYjJx+ww3IGKQdUa5eEzGEae97dyVCSGtjTTvSc3hSXE0Ww/j2WC0bgGWOJpJjeEmv0s1rR10WHelFhTOZFWd57SOgKxekdz5kLqOchsT4ZjDXhSQSeOhDY5dvAbL+8tbb72lanCrq6tV90vU5V133YVLL6XzKyGEEEIah8IyQmEZIYQQQppKJpPBSy+9hMcffxzRaLTq/n379uH9738/9u/fj1Yhkc1hOrG58Ki5nslGULNwm4wYtVnRZzWh12JWQ1zO1FF9bFLHVC6PSDaLSDaniqIytNtylHgcEZFttSgq8QvXeF24wVcYUuT1mk1N+/0IIWQ7RLNZTMWSm8Rmx5sgOJMNHhGZHSk6nUn8l2z4WBipSdqAfD6nXL5EZHY+ly/xx+jpuQWDg/dhoP/9sNkGsJfnHAy+jMXFH2Fp+SdIpVZqPpZRl6QTWU6lq8TTMhoRMozYREBmLzl2qttOO9ycwxNC9gBp2HslFFVOZjLEIT1eZ0xvv8VcFJlJLcKNy92ObUXdy3ZjMJPFbDKtYjxLNRyp58STWG5CDUfWErJukAaWg8XIyoKYzI4+y9471Z86dUqlBszNzVXd53a7cccdd+Caa66BycT3CkIIIYQ0BwrLCIVlhBBCCNkRkskknnnmGTz99NNIparFAUePHlUOZkNDQ2hloplsocM1nsR0LKUEaNPxJGbiKeUY1srIRpQSkRXFZJe5HRRUEELaSnB2IlohOIsllLh2u1gMBuUqIJvyR10bgjP5nG2H45oJ2S6ZTBhLSw9gfuF7CASeP88jDfD5rsPgwL0YGLgXDsfYjp9bNhtHIPACVtcex9LST5BMLtQ+O4MZfX13MOqStD3r6YIDWXmMpYzV9PbFDINWc8l5THMiO+q0wUc3YUJIC5PK5fBKKLZJaJaoU2gm8/IBqxn9VjMGLJbCUT62FI7SdCfC3HOJlBriNH8uKceUarhrFLMB2G8vRFaKu1r5cSejKxthfn5eCcpOnjxZdZ/NZsPtt9+Om266CVYr51iEEEIIaS4UlhEKywghhBCyo0QiETzxxBN44YUXVFxmJVdddRXuvPNO+P1+tBvxbE456kiXrIjNpuOFgqcMET40Em+zVSRq8zK3HZe4HEpAdpXXiXGbZc87aQkhZCcEv8eVw1khUuy4iM9icZxLbF/sazIAE/ai0Ky4mS9HcSVgrBhpJeLxs5hf+AEW5r+HeOLMeR/r8VyOwYEPYnDwg3A4JpoyJxBXskjkHaytPalGICjzu/OJPY3o6bkZQ0MfweDAB5RTGSHtQkjeb0oCso0Yy6UG3HDEoViLbRb3MU1MJg7GhBDS7iRzObxaFJo9H4wqoVkzRGDbRWY+Y3ZLUTBmx6TDWjzaVA2lXRrvJOrysccewxtvvFF1n7iSiZhMRGVOp3NPzo8QQgghnc84hWWEwjJCCCGE7Abr6+uqEHbs2DHdQth1112H97znPfB4POgUgumMEpidK3bWno2nsJBKK5eD9XQWa+mMGvVER9iNBrhNJnjMRrXxJAKyS912JSK7xO1gpCUhpOuJKMHZhnOMuJ016nAmW02y6aQ5m5W7nDGGjOwlKgYq+BLmF76P5eWHkE6vnvfxFksv3O6L4XFfArf7Irjdl8DlOgSj0Vbza7LZBFKpVaTSK4hFp7C29hRW15684M+SV47ffwOGBj+MgcEPwmbt3+ZvScjuCpbfKYrHtNGIO7HPXBCQaTGWmohMnHjY+EEI6Ray+TzejsTxbDCqhGbPBSJYbEJUZSVDVjMOFuMqS0enTTWO2Nu4SWRtbQ2PP/44XnvtNTX3K0feS66++moVe+nz+fbsHAkhhBDSHYxTWEYoLCOEEELIbrKwsKCs+6empqruM5vNuOGGG3DbbbfB7XajW4hlc0WxWUZFPZjzeVhzWdhkZLMwZ9PIp9MqUlQiRgXpRC0fFgvdyQghpFak5lQsqVxn1IgVjhJp3Ih/wpjNgiNKbLbZ5cxP1xmyy+TzWQQCL2Fp+QEsL//0vHGUldGUTuekEpyZTS6k0qtIpVaKYw3ZbGQLZ2GEz3sVBoc+jMHB+2C3DW/79yFkJ92GT5QJkLUoy0YEyG6TcZNwTIuyFJED5+aEkG4kk8kgEAio5sLyIZ9bW1/HisGEeV8fgg434hYb4tbCiBVvZ0zVc2lvLothixH7XQ4c8roxbrdh3G7BuN2qhGSd1vAhfysRlL366qu6zv8XX3wx7r77bgwMDOzJ+RFCCCGk+xinsIxQWEYIIYSQvWB6ehoPPfSQmodUIiKpG2+8UQnMOtXKX6bI4XAYS0tLWFxcVEcZKysrSKe37o4gorxyoZnX61XxojKke1WO8jlxhyOEEAIksjmcihcEZ++WCc5Ox5PINFDFGLSalaPZkQrBGV1qyG7NL0LhY1he+qkSmsXjMzv2s+z2cfT23o6+3vegp+cWWCx0yyCtE8V2UkUmawKyghOZxNZv9/LuMIqAzFYVYykiY17bCSFdOd8IhVREY+UQEVkjW4Jpo6kgNrNYYcuk4U7GYS4TV9lsNrWXJUP2tvbt29cxdaNgMIgnnngCL7/8sq6g7MCBA7jnnnvU70wIIYQQsptQWEYoLCOEEELIniHTxHfffVdFZIq4qhKr1Yqbb74Zt9xyCxwOB9oVKQiKaEzmXOLYponJEonErp6HbHqJuEwTmvX29m4a8jfmxhghpNtJ5XI4HU/hRJnYTIa4nqUaKG/0WkzFOM3CKLid2TBspSiB7Nw8KxJ9F+vrzyASeQeRyNuIRk8gl9ueO5PJ5EZPz81KSCaCMofjAJ+7ZE9J5/JKIFwuHpPrtXwuu83Ltc1oUNfnDfexwlFikY18vhNCuox4PF4lHJNmOIlo3E5D3E7R19enxFYy9u/frz42GtsnAlNEepqgLJvNVt0vv9edd96JgwcPcu5FCCGEkD2BwjJCYRkhhBBCWkJ49fbbb+NnP/sZlpeXq+632+247rrrVEymCKLaoXNX5lUyx5IxNzfXUkXXWsjfWQRmPT09VaIziSZlAZMQ0s1kcnmcSaQ2xWnK8UQ0ibiOo0C9eIoxagV3sw3hmbjgUMRAmk0ul0E8Po1w5G1EIu8WxGaR4ypO02rth8Xaq45Wa1/haCkerQNwuQ7DaLTs9a9AupBsPo/peLIUXakNcSVLb7PsbDEYcMhZcCArj7GccNhg4rWXENJFSK1CXMY00Vi5iCwWizX8/cWRXmoMMqSeo92WGoPUT6QepB21IR+nUinVmCe1FampyMdbqW1oQjMZsvcljYuthPyOZ86cwQsvvIC33npL16FMzlsEZYcOHWI9hhBCCCF7CoVlhMIyQgghhLQMUkh78803lcBMipiVSCHtoosuwk033YSJiYmWKKyJ65gUOWU+pYnJIpHIlr+PFFUHBwfVkNtS9JSIBzlWDkEKvJUjGo2WjhKhIFGbzZqKSzFYT3QmncAej6etuoEJIaSZ5PJ5nBPBWawQq7khOEsgnN2+4Exi1464bCWx2RGnDYedBdGDxbj373+EELIT19OzidQmAZk4kYljZDK3vTmtyQBMOrQIy0KMpRzlc7yWEkK6qdYiNQK96MpAINCUeoHUBvr7+9VRqxWIkMzlcjVcu5HzlyZEqblodRdxgq8X+fnDw8PKzUwTm4mT+17VkI4dO4YXX3yx5u8wMjKiBGVHjhxpiboXIYQQQsg4hWWEwjJCCCGEtBpi/f/6668rgVmtIqcIsG688UZceeWVu9Z5KuclEZaaE5nMnaSjdyvIucq5Dw0NlYRkMqTYuhPnK+5p8jeUIYVk7bZ0JMvHzcBsNpcKx5XD6XSyEEoI6UqkFLKQSuN4NLnJ5UyEEoFMdcRNvZgNwEFHQWSmxGYuOw47bSq6zWM2NfV3IISQnbo+nkumy9zH4kpM1ogDpMw2JxxWXFwUjmlOZJNOG2xsgCCEdMm1VRrN9MRjMvQiFreCNJNJo5neul+azXZ73a81+Ynr19mzZ1V9JplM1v31Xq+3JDIT0ZkMcTrbKcR9TcRkIiqr5b4m53DHHXeohkrWUQghhBDSSlBYRigsI4QQQkjLIoXP1157Dc8++2zNTk4p/F1zzTVKYCYCLZPJ1LQipfxMKf6JmEw7ZjKZLRVeRUAm8ywZMu+SomuruHvJ7yIis7W1taohn9eLYtgq4rpWWXTWRGg7WbQlhJBWRUokK+mMElOcqHA5W07V/x6jx7DVokRmIjY7UhSbyccjNgs3pwgheyaw3XAfKxzlmhdpwNFxn926Kb5SbovY1mFqjTk2IYTsJCJKkjV7pXBMmt6kjtEoIhLTE4+JqKxZ9ZadQHM1E5GZNuTvtBXEYU0TmUktR47yua3Oo6WWJT9bakoyTp06pc6nFkePHsX111+Pw4cldpzvZYQQQghpPSgsIxSWEUIIIaTlkenkzMwMnnvuObzzzjs14x2lyCniMq0QKPEBUgwUcZNeoS8ej6uOXjlKfKUU/DQR2XbiIKTQqonIZMjPl0iIdkRzO9MTnYnb2VYEdrUQl7ZKsZl2u13/boQQ0ghr6YyK0CxEaRZEZ+/GEphPphv6vi6TseRqpo5FEcZBhxVWbl4RQpoomC2PsZQRbMChccxmUVHAmnhMYiyPOm1w0Z2RENLhyHq8PLpSRGPabVmnN7sBrDzCUq9+0q5InUf2vDRXM3E426pzm/w9JDZT6hfiyF4+tM+l0+mSiEyG/L8u9HPka6VJ8rrrrlO1JEIIIYSQVobCMkJhGSGEEELaChF8SXzASy+9pARh9SDFUSnUSfeuCMlkbCUiQQ9x29JcyDQh2U7EWbZqJ3A4HN7UJa3dlmMznM6kcFspOJMh3cKt3CVNCCE7QSSTVe5mU7EEpopHEZ2djieRaaDiYjIAE3ZxONuI1tTEZz6LuZm/AmlhtLIdXe1IPSyriN/N4jERw66lty8gG7Kai+KxjRhLEZR5KSAjhHT4+280Gt0kGitfXze6rhbnK209rQnHtCG1i25835cGufn5+ZKjmQjO5H+wm+zfvx833HADLrnkEpjNnG8TQgghpD0Yp7CMUFhGCCGEkHZEOkLfeOMN5WImDmM7iXSoalEImphMCrTdWIjdamd1ufhsOy5wesVxEZfpxWt6vV7GRhBCuop0Lo8zCRGaFdzNNNHZiVgCoUxjm5GDVrMSm2lOZ0dcNhxy2pWDkJHvf21FJpfHXDKFc4k0zibkmMK5ZApn44XjbCKtRIYSL7jfbsN+hxytG0e7lULDLmQlJQ5k8aJwLFm63YiArM+iCcg2Yixl9PD5RQjpYKSprVI4po1GG97Km7Iqh3yeTVnnR7YupWlOakoyNAd7+d80C6kbSb1icnJSxV1KXYkQQgghpN0Yp7CMUFhGCCGEkLaP3llZUV2nMrSCYL1uZpVIwU8TkWlHKchSRNYcMaDEaJaLzbQhERWNIt2+lZGa3d6RTQjp3vfG5VRGCcxEbKaO0cJxtsFYTbvRgIMOGyadNhzSjk47Jh029FpMvNa2iCDouWAEzwYieC4QxZvROLINVuZ6zCbc4nfj/f1e3NPnxYCVkdWd9HzRYncLDmRxHI8msZrefuy532xS4rHKGMt+KwVkhJDObbCSta6eeEyES40ijumVrmPamtdqtTbldyAbiOBPIi2ltiRHcTXT3O+1oecoJ81ug4ODakgtSY7yf7NYOG8ihBBCSHsz3g3Csqeffhr//b//dzz55JOlX1J+8dtvvx2/9mu/hltvvbWpP6/RIupjjz2GO+64A7sFhWWEEEII6TRk+imuWZrITARnUviTYqzT6SwNh8Ox6bY4YYk7Gdmbwq2e4EyGRJg2ivxf9bq4pRAvzwtCCOkWotksTipnsyRORAvuZnL7VCyJVIPlGxGTiNBMRGaHnBviMxGiuRhpt2OIA5kSkQWj6iixqTuJVL2u9TrxgT4fPtDvVaIhCgpbn1XlQFYQkJVHWTYiIPOYjJucx7QoS3E85HOCENKp7lbla1UtxlJEZY1ug4m7mN6aVYRJUrMgrYP8r6VOoYnMhIGBAdYWCCGEENKxjHeysEy6CH7rt34Lf/EXf3Hex/3Gb/wG/vzP/1y5GDSDRgsnx44dwxVXXIHdgsIyQgghhBDSykihtlJsponQxAWtUdxut24Bv6enR7mgEUJIN5DN51VMYnmkpiY+W89sP/pOY8RmKTidOWw44LBiouzopeisbqTEJv8XTUT2bDCiIi63goRGD9ssKvpyvDi0WNUziUJE5lb+5/J9PtDnxQf7fbi1xw0TBUV7LiA7XnIfKwx5Xa80QUCmOZBpY9hqoYCMENJxiGCoXDRWPpqx/pSGtnLRmHZb3K6MRnmXJoQQQgghpLXoWGGZWA9/6EMfwoMPPlj6nLhQXHbZZWpz6K233kIoFCrdd++99+L+++9vSub8Bz/4wS07lKVSKXVbzu+NN97AbkJhGSGEEEII6YSO8XLHM7mtF02xFWSjVGJQ9URn8nkW/Qkh3XKtXU1nlbOZuJqJ29mpeEIdp+MppJtQ8pEIzf12GyaKQrP9crQXhGciSDN2sXBFBH9vReJ4NhBVIjI51uswZTEYcLXHiRv9Lhxx2pSATERgozYrLMbz/01DmawSGp6JF8Rmr4ZieHQtjOAFBGciNPrYkB+fHO7FZW7Hln5XsjXW0plNwjHtdqMCsnLx2FFn4SivQwrICCGdRCaTqemYLYYFjSIOY3rRldK8xFhEQgghhBDSbox3qrDsd3/3d/HHf/zHpY///t//+/iTP/kTFXUjyOJAPv6DP/iDTV/zh3/4h7t6nsePH8dFF11U+vhf/at/hX/2z/7Zrp4DhWWEEEIIIaTTkEYTiUOVzQLpNC/fNAgEAg1/f2lIkbWFnuhMnJC5+UoI6QYyuTxmk6mi2KwoOhPxWTyB2UQazSgG2YwG7Ldbq4RnIpIas1ngM5s65por5TMR670WjuFYOI5j4Zi6Hc7WJ5R2GI243ufEzT43bva7cI3XBaepeSJocTV7PhjBgyshPLgaxOl4oUmyFpe47PjEUA8+PtSDUbu1aefRjQKycuGYEpLFElhObV9A5i53ICuKxyggI4R0GtJoJOYCeuIxWRM2um0lAjG99aAMMTkghBBCCCGkUxjvRGGZ/EKHDx9WlsXCr/zKr+BrX/ua7mO/+MUvlsRlMtmfmprC6Ojorp3rv/gX/wJ/9Ed/VNqcOnv2LEZGRrCbUFhGCCGEEEK6CYkvWV9f37HudJvNpru5IEI0u93elN+BEEJanXg2h+l4QXCmOZ0pl7NEsiFBTCUukxFjNhGaWYpiMyvG7BYV9ThktWDIZlEuTK0mlollc8oRTNzIjhWFZK9HYghl6nfbFFHdTT4Xbva7cbPPhSs8zgs6kTU7kvPB1RAeWgni+WAUtc5czug2vxufHO7BRwb8cDP6VJd1PQeyJgjISg5kzo0oy1EKyAghHUQsFqta12nNReJM1ghyrRSXMb31nURX8lpKCCGEEEK6gfFOFJb983/+z5Xzl2Y5LGItzamsEomgFBGaPEb4whe+gD/90z/dtY6ZiYmJ0s++77778OMf/xi7DYVlhBBCCGkn8pkcsqEUssGkGplAErlwCgabCeYeO0w9dph7bDD5bTA00aWDdAfSnKInOJOhxdc3gtvt3iQ0K79tNpub8jsQQkirE81kVbyiCM/EoWsmkcKMup1UYqtMk6tIDqNBCcxEaDaoxGZmDFgs8FlM8JtN8KujuXg0wWs2bTt+M5fPK1FdNJtTsZHnEqlCpGTxWIiXTG0rrnDIalYiMhGT3eJ3K4FQq8SELqfS+J9LAXx3YR2vhmPndVX7yKAPnx3uVb9Dq5z/bgvI9BzIlhoQkInAsjy6UhsUkBFCOqk5SHOhFtFY+TotHo83dZ0mQ4ux9Pv9XKeRbdWtMusJZFZlxFXtymg1wei1wuQpDq8VRpcVBhPfpwkhhBDS+nSksOzIkSPKeUz4tV/7NfzlX/7leR//5S9/GV/96ldLXyvxlLvBI488gnvuuaf08Te/+U185jOfwW5DYRkhhBBCWg2ZPmbXk0jNRpCWsRwrCclykTTqytYyACavDaYemxKcmfsdcFzRD8ugcxd+A9KJz0lxM9MTnMkGh0RvNoJs+vp8Pt1OePm80UiRJCGkO8jm85hVQrOC4EzEZuq2CM8SyS05em0X2d4TcZnVaIDFUBxGA8wGA6wGA8zGwjGTzyvnsWjZiOeac35mg0RJOnClx4HrxZXM51ZRoO0gEjoRTeB7i+v47uK6EtLVQiJOPz3ci08P92C/w4ZOI1DuQBbbEJE1KiDTxGMlJzKXXcXCtsNzgxBCLtSIHwwGq4RjMuTzjWK1WquEY3SWJo3WCVIzIaTORpSArDASyAYSqGnlWo4BMLosSmRm8tlgGXXDOuqCZcytPuZ7OyGEEEJahY4Tlr377ru4+OKLtyTWevbZZ3HLLbds+h5Hjx7FTvOrv/qr+B//43+o29L5Mj8/vycLGArLCCGEENIaIrKwEpFpYrJcrHkxWeVYJ7xw3TCsRGbSMUpIszZA9ERngUCg4e9vMpk2uZuVD5fLxWIzIaSr5gzrRRcwEZ/NJtNKuKRuJ9I4l0w1NWZztxDh2iUuO670OJWQTI6XuO2wtbmoWNzbXghGlcDsh0sB5eBWi9v9bnx2pBcfGvDD2UaOs/KclOecCMdOxJLKiUyEdSdiCSw28FyUv0Gl+5gIycYpICOEtDk73bAjDTm11k7iSsZrKGkG2XAK0ZcWEXthQQnJdgKj06yEZiIyU2KzUTfMfQ4Ydin2nBBCCCGko4Vl3/72tzcJyWZmZrB///7zfo1E2ng8nlK0jXyPT33qUzt6npFIBMPDw2oRJfzmb/4m/vN//s/YCygsI4QQQshuRwKIeCw1HUJyOqi6OxsVkRkcZuSTWdnBrP9r7CY4rx6E68ZhWEfdDf18Qs4X2bK+vq67caKtBRrBZrPpbpqw654Q0q0ksjnMJ9NYTBXGUjKjjgvJNJbU5zJYSqaVQG03sRkNGLdZsd9hxT77xjjotOFiV/uLyC5EMpfDT1dC+Nb8Gh5bC9U08XCbjPjFQT8+O9KH673OlhEAiEhOBI0iHhPhmBKSRZNKQBZo4LnkPI8DWTfGhBJCOgfZa6lc/2hOZMlksuHv7/V6dddB0sAvjTmENJt8Lo/kiXVEn19A/O21rdWfLEZVC6vLff9838duhu2AB9b9XlgPeGHd54HRxuc7IYQQQjpDU7SrAfRvv/32Jmvjffv2XfBrtMedPHmy6nvsFN/97nc3bSRJZCchhBBCSCeSS2SUeCypCcnORoCtxFgZAXO/E+YeG0x+m4oDKA2/DWafFQaLSRX5sqEUsmsJZNYTyK7LMVk4rkkUwebidT6RRfTZeTWkA1QEZs6rBmC07+r0lXQ4FosFg4ODalSSSCRKnfmVmy71brbI4+bm5tSoRNzMaonOzGY+zwkhnYndZFRiLRnnI5PLI5TNIpjOYj2TUUcRCMkIpjPqmM7lkc4XRy6voi+123IU2Y/bbILTaFQRhYVhUmIhuS3HMbtVRT4OWM1dLRQS4dwvDPrVEJHfdxbW8K2FNUzFNr/fRbI5/PX8mhqHnTZ8ZrgXnxzuwYjNuivnKf9biV8VwZhyHysKyeTYSMypw2jEUZetKBxzFIRkThvG7daufl4QQtobcRcTh+ZK4ZiMcDjc8PeXRpnKtYxEWMp6RvZ0CNkNMsGkciaLvrhYVVeqdBgz9Tlg7rMrZzF17JejQ90nqvpcNK3czmTkpH5VvC21rMxyDJmV+HnFZ/lEBol319VQGADLiEuJzGwiNDvghbmHDWaEEEIIaU92dcdCHMrKVXP1djaKq5kmLJuensZO81d/9Vel2xK7efPNN+/4zySEEEII2Q2yoWRBRHY6qFzJ0gvR+rsyjYBl0AnLmAfW8aLl/4hLCccuhMQBmEVo5rfBBl/V/am5CKIvLCD2ypISlZUj0ZuB708h+JPTcN82Bs/tYzA6KLwhO4tslEiHj4ydiIeR7yHjzJkzmz4vaySfz6crOpPPS3wMIYR0OmajAb1GM3otZhzE+UVopLkM2yz4RweG8P/dP4iXQzF8c2ENP1hcRzi7WbglorM/PDWPPz41j/f1elRU5r19PiUebJR4NoeTZfGVmgPZ6XhSiQa3iziuHXHaccRl2xRlSQEZIaRdkbWJpK+Ui8a0Ic7MuQZEt4K4i5VHV4pwTLvtdLaOcyXpPtKLUYQeOYP46ys1a1qmHhtc1w/Ded2QqkWdFxNg8lrVqEUumUV6PoL0XFQ5/afnIkgvxmq7o+WhHisj+sx84cdITeygTw3rpE8J3Pg6IoQQQkg7sKs7cqFQqHRbNkW2Yp2s0YxumguJ337+85+XPv67f/fvNv1n/Nmf/Zka9TA/X5hwEkIIIYRsp8icWY4XnMiUI1lIOYbViyp4TXiVjb9lvH4R2XaQuEvrLx6G/0MHEXt9RcUXyDmXI4Kz8CNnEHlqDp7bR+EWgRkdzMguI0Vft9utxoEDBzbdJxs3wWBQV3QmbgH1vm7lsTK05ppaGzvlQxzQWJAmhBDSLOQ95TqfS43fOzyGB1aC+Ob8Kp5Yj2zavxXJwmNrYTV8ZhMudztwSFzpHDZMFo8HHNaqOFERj80kkpiJp3A6lsR0IoWZeBKnYkmcSaQaSqPqs5hxxGlT8ZUyREwmjmTDVgvfKwkhbYnmpqw3JNayUWSvplw0xsYW0tKCskfPIn5sWV9QZjLAcWmfcr23HfKrJsdmIbGWtgmfGhoSoSnistS5sEoDSJ0JF5zNaiCuatJQKUN9T48VtoPegthMhGaDFGwSQgghpDXZ1Z248nhJcQCoF4fDofs9doKvfe1rajNHkEXTr/7qr+6IwE4yTgkhhBBCmi4kW4wheSqI5KmAciXLRTP1fbFY9A+5YJ3wFsRkE74Ld3TuACJcc107pEZ6OVZwMXtpSUUSlMcLhB4+g/CTc/C8Zwzu20YpMCMtgawfenp61Dh8+PCm+9LptHIN0IvXFJeBehA3tOXlZTUqsdlsm+I0yzeEtrL2IoQQQiqR2NCPD/WocS6RwrclKnN+DTOJzWKGYCaLpwIRNcoRSYLEjk46bEjmcpiOp7CQ2pjbbZcxm6UkHNNcyI647MrpjhBC2o1MJlNaL5QPcSNrxp6IOIzpNajI2sFisTTldyBkrwRlEmspYjLntYMwuXcvitVgNsIqbv5jbuCmEfW5bCSlBGYiNEuK2OxcRHLedb8+F04hfmxFDcHoMqt6nOZqJlGazRTHEUIIIYRsl12ttMhmSukHm+v/0eWPbUYHzoWEZRp33XWXiuxsNuLAVhmpcz7HskYtqwkhhBDSwUKyJU1IVhjlAqzzYjbAOu5RnZZKTLbfA6OztYrJlgEn/B+ahO8DE6qbM/ToGWTXk5sFZg/NIPzkbEFgdisFZqR1kc2awcFBNfQcCCrFZtpIJjee8+dDHjc3N6dGJeJmVmsTaSvrMkIIIURiI397Yhj/5MAQng1G8c35NfztcgCxiqjMcuSes4mUGlvFZAAm7DYlHCs4jxWFZE4bXOadcdIlhJCdQur8kshSKRzTHI61hvftInN7vXm/Fl1JSLuRXooVIi9rCMpsR/zw3LFPuX21itOXCNvENU2G5mqWmosUkgROB5E8HVL1LD2kOTTx5qoagsFedEkrOppZRl0wNCF2nBBCCCFkq+zqLkL54kU2T+ql/LGyKbJTPPXUU5iamtrRGEzht3/7t9WoBxG20d2MEEIIIZuiLcWN7OTWhGQGu7noRFZ0JBvzwGBpj2KUdIC6bih0nop7mRKYBcoEZvEMQg/OICICszv2wX3LaNv8boQI4ig2OjqqRuVrXtwJ9ARnIkQTB7N6kO8h48yZM1X3+f1+3Y0nxt4QQgiphbw/idvmaHANv55cxwez63gkksbbBgvWrXYsm20IG7b2HtJjNuGAw4YJh7XoQFYQj0mcZmWMJiGEtDrxeHyTaKx8Dl/efL8dRDxTOYfXYiw9Hg/n8KQjyKzGEXxoBvHXagvKvHfv3xRL2co1Ldt+aej0wvPeceRzeaQXokpklpIm0enaaQP5RBaJd9bUUN/LalJ1PfshP2yHRGjmpqMZIYQQQjpPWOZ2uzctruolFovpfo9m81d/9Vel27II+/jHP75jP4sQQgghpC4h2Uq8KCILFIRkkfqK0Ea3RXUzqiGxloPOti82SVemFm0QfXkR4UfPbhKY5WIZBH98GpGn5+D9wAE4rx5s+9+ZdDeyaSTrHxkHDhyocjsIBoNVG1VbdTuQx8o4efLkps+bTKaqSE1tSLNPq3SDE0II2RlEvCzvDxLLJu8v5UcZlcIIqdbdUPZx0mRB0OEqDKcbQYcbYYcLdrMZhzxOXD0yhCNeNw46bZiwW+FjfCUhpM2Q62At1+Hy/YztorkOa6IxbfT09NB1mHQs2XBKNRNGn1sActVrWtthP7z3tIegrBZSp7KOutXAbWMbaQTiZiZCs9NB5ML6tb98Kovk8XU1So5m4mYmQjNxNBtmdCYhhBBCdoZdXYHIIqg84rFeFhYWSrdl8bQTiCvat7/97dLHn/rUp2gPTQghhJC9EZKVoi0DNYtJ5xWSTfphHnB0rPBDuj3dN47Ade0Qoi8tIvzYZoGZ3F7/9nFEnpiF70MHYT/Ss6fnS8hOIE4Esqkk4/Dhw5vuy2QyatNfb5NLHGbqFRQsLy+rUYnVaq0ZsSPua4QQQtoDiVHWE47JUcTLjUSy2bJpDEYCaugRNxqROHoUtquvhvvIkQZ+C0II2Tn0mjm0IeLbRuG8mpACuWQG4cdnEXniHPKpXEcKymohtTvLkEsN982jhdrgaqLgZqaiM4Obal5VjmZvr6khGJ3mQl1QOZp1dm2QEEIIIR0sLLvoootKt7XOnXrEW2fPni3dvvjii3fk3H7wgx+oReJOx2ASQgghhGhIsSi7mkCi6EamHMlCqbq+1ugqF5IVHcm6rFikBGY3jcB13RCiLywg9MiZTY5u6fkoVv7bGyoiwXffwUI3KCFdgDgYDAwMqKHXUFPLWUEEBvWQSqVUo5Bes5DmrFA5RABnsVia8vsRQghB3SLhcDiMUCikKyCTmORmIHNQiVAW93+p9YmI+ULvKSLWeOedd9SQ944rr7wSV199NYaGhppyToQQspV1uVy79ObHMuqNn79QQ4jeHFmum922jieknHwmh+hz8wg9eha5aHVjpcQ++u6dUK5c3YISmvU71BDXfiGznthoQj0ZqCk0Eyf/+BuraghGj9QOC7GZ9kk/TH12XnMIIYQQsi0M+UbaD7fIo48+irvvvrv08VNPPYVbb731vF8zOzuL8fHxTd/jzjvvbPq53XfffXjggQfU7cnJSUxNTbXEBEt+d/kbjI2N4dy5c3t9OoQQQghpkMxaQhWB1DgVRLZeIZnWdVgsCHWjkKyhDlcDVDSmRGSae9j5TUglsiwUgYHeZpoIEBrdUBP8fr/uhpqIEWTDjRBCSH3INTkejyshhAy5fkuzpAjIZGi3ReDVrLKfiIM1p0yJSi4/yvVdIpQrRcjy88uHvJ+8+eabSuxWi5GREVx77bW44oor6NZDCGkqcl2qbLBYWVlRR2m+aBQRiVXOcyXBRe8aSUi3k8/lET+2jOCDM8iuVb/+LMNOeD94EPaLelj70mtSldpiUWSW2EKTqslnLcZmFmuLrI8RQgghHcH4LmiKdlVYJkUkWUxpXYt/+qd/ii984Qvn/ZpvfvOb+NznPqduS0FJFnvSydhMpNN+3759pc2Sr3zlK/jyl7+MVoDCMkIIIaS9EeGYRFompopCMp2CWU0h2cGiI5nY14uQzMhiWj1kwymEHp5RLmaoTFAwGeC+bRTeO/bB6KR7EiH1IK4yIlCoFQHU6JJSNtpEnCCbb9pRG263mxsJhJCWuyZKXUsECjLkY7kOakdt1PuxHCXCOJ1Oq6F3WwQP5SKyZggg9JBUgUrRmHa7Wddj+X1PnTqFV199FW+//XZN4bII2S677DIlMpOaHd8LCCH1XmNkfqonHpP5bKPYbLYq4Zg2h5X7CCEXRupjwZ+cRno2UnWfyW+D9/0H4LxmkDWwOlHRmStxJE+Ko5k0sgZ13d/0MPXaVd3RrqIzfTB5eR0jhBBC2pHxThOWCR/+8Ifx4x//WN0Wm/vXXnvtvI//6Ec/ih/96Eelr9VuN5N//a//dUngJoWqkydP4uDBg2gFKCwjhBBC2otcLK0EZImiK1lmKV7X1xkcRSHZoYIrmWWIQrJGSS/FEHxgGom3ChEA5RjsZnjv2gf3LaMwWOiURMh2EdGDxKnpic6ksahRrFarrsuZDDrZEEKahQi1RIggQ9y+tKMIuUREpgnJ5ChCr3ZFi6zUcx2TsdvXVXFde+ONN5TITGpftZBoZxGYXXXVVUr8RgjpbiqddjXhmAyZlzYjulJrdtCEY9qQhncKXQnZHunFKII/mUbinTXd5krPnfvhvnmENZpmCM0WYyU3M6lR5uOZur7W3O8o1CWVq5kPJrd1x8+XEEIIIY3TkcKy73znO/j0pz9d+viHP/yhEo/p8fLLL+PGG28sLQblaz/5yU82/Zwuv/xyZcUvvO9978PPfvYztAoUlhFCCCGtTS6ZRXK6YD8vXYHpuQhQx+xKhE2FaMvCsAy7KCTbIeT/E/zxaaTOhPW7Ye+dgPOqAf79CWkyIsDQE5zJ0FysG0E29vQEZyKOEKcbQggpR8pfIhYT1/q5uTksLS2VxGTNuCa1AuKW4/V6lXhMjuW3JYpNbpvNZrQi8v8QgZkMEfTVcri85JJLcN1112FiYoLiDkI6HLk2S3RluXCsmXNJuTZWCse0mHZGVxLSZFf5h4qu8hX1MhGRuW8fg+d94zDaW3OO0gmxo+n5aMnNLHk6iHyyPgGuechZcDMr1i7p/E8IIYS0Jh0pLJMfd80115ScykZGRvDoo4/i4osv3vQ4KfTdfffdyhZfuPrqq5XQTK9oJEKwO++8s/TxX/7lX+LXfu3X6jqfl156Cddff33p47/4i7/Ar//6r6NVoLCMEEIIaS3y6RySZ0IlIVnqbBjIXXg6JcUy68ENe3nLqJtCpl2egybeXFUOZhIRUIllxAXfhw7CfqRnT86PkG57PYpooJborFGXCUEEFJWbhOI8IZ8XFwpCSOdfZ0QwponI5CijlmCp1RDxlwhkZchtEYyJmFbcuvSG3OfxeDrCyVGcMN99911VA5REgVrINV1czKReKDGdhJD2ROZ9tdxvw+HqxqCtItdFPfGYXEPEGZcQsnPkUllEHj+H8OPnkE/lNt9pAJzXDcH3gQOMX9xl8tm8aopVSQungkiJ0Cxd8f/Rw1ConUnKgu2wH7YJL8WAhBBCSIvQkcIy4cUXX8R73/teZXmvdQf9w3/4D9XnpGD2/PPP4z/+x/+IxcVFdb/D4cDjjz++SQDWLGHZb/3Wb+E//If/oG5LMW5hYUEV41oFCssIIYSQvS+4pGbDJSFZcjoEZOoouJgMsO73wi4W8of9sI57YDBTzLDX5LM51SUbevgMcpHqKCvbET989x2EdZQblITsBblcDqFQSHdzUUQijS5fxX1CHM30nM5EmED3G0LaF3G1OX36NE6dOoXp6WkVk7ZdRNAljjVyXRBRgogPRNxVPuRzMuS6ItcOGSJc1W5XflzrPjlqQjI5yuC1qICITV555RU1aglM5O930UUXKZHZoUOHKB4mpAWR+Zu8hvXmd/I6l/lfI8h1uFZ0utT7eU0lZHcRh6zYS4sIPjiDXDhVdb/taA/8HzqonPvJ3pPP5JA6J3VPic0MIDkjdc861t1GqFqnis0Uodl+L2NMCSGEkD2iY4Vlwve//3388i//cklcVgsRlf31X/81Pvaxj9V8zHaFZel0GqOjo8pOW/iVX/kVfO1rX0MrQWEZIYQQsgcW8QvRDSFZvRbxhrKCyiEfrAe8MFoZn9Gq5JIZhB+fReSJ83XOTsDkZRc7Ia3kYlPL0SISiTT8/UUgUmtTshNcgAjpNESkIEIybYj4tF5EZKC9vrWISDlqtylEaD1Ho6mpKZU6cOLEiZoiY/nfaS5mcpsQsrskEomajrSpVLW4pBmOtFp0JUWlhLQGiakAgvefUtGLldApvs2SGk4FVW1UJTVk69hGNhuVi5nURKU2ah3zwGDifJoQQgjZDTpaWCZIzOU/+kf/SEVhVp6GFPAkClPcxCpjMpslLPvBD36wSbD28MMPq5/ZSlBYRgghhOwsMgeRaEQlJJsq2MDnYpm6vla6K7WCiW3SRwv4NiQbTiH08IxyMUOlvsxqhOd9++B+zxhFgoS0OMlkUm1aimNR+SamNBHJfY0iMXN6G5nifiYuQ4SQ3REXSV1EYhJFXLS8vFzX10l9aWBgACMjI6q5UI7Dw8MtEYEmDhG5eEY5qoozhBzFLVc278pvi+jdYDUp91uZn4gbhMFiKhzlc10Ury6uluJgJlGZwWCw5v/8yJEjSmQmR3EzIoTsrNBf5lyNOEVqiLC3cr4lUZaccxHS2qSXYwj++DQSb69V3ScNe957J+C8ZrCr5iydFGmamgmVHM3E3ayyfqaHwWaC7WAhxUHqppYhJ///hBBCyA7R8cIyjbNnz+Lpp59Wv6wgv/Ctt96Kffv2oduhsIwQQghpPpn1RMmRLHEygFyovu5pc79jk5DM5N77DUnSHNJLMQQfmEbirdWq+0w+K7wfPAjnVQMsghHSZshyNxaL6TpniAhNNkeb5Z7R29u7aRNUPk/3DEIaQ4ShJ0+eVGKy48ePX9D1XhCHwYMHD2JiYkIJyYaGhnZVRJZLZpENJJANppANJJGNpJCLplXjQlYdC7flc3W54taD2QiT0wyj2wKjywKTq3Dc9LHHCrPPpo6dMJ+R6DyJPRWB2TvvvFMzSs/j8SgHMxGZiTCFEHJh5PVUGV0pwrFmRZNL5G+lcEybS4mwjBDSPsi8JvTIGUSemQdyFeYRVhM8d4zDfTub9TotASB5OlRozj0Z0HWn00PmpFpN1X7ID1OfnQ7BhBBCSJPoGmEZqQ2FZYQQQkhzXKmkqy45VRCSZdcSdX2dCIoK0ZZ+1WEnm3Gks5Hnh4ptmNOJbRh3w//hSdVxSQjpjE1Tcb7RE501Y9NUHHJExKDndOZ2u1lEJ6QG4kIlQjIZ09PTyqnsQgKFAwcOKDHZ5OSkciPbSVFnLpFBZjWBzGpcHctFZJlAEvlE44LVHcUImDw2Nc81+W0weW2Fo88Kc68D5l47jI72cuGVOOTXXntNRWWKaLgW8vy47rrrcNFFF6nnDSHdjoh1K4Vjmvg+nU439L1lnqOJ7zXhmDZE8EnxPSHtjTirRp6dR/iRM9Wu/wbAdcMwvO8/AJOHDZmdjjROFJp3Cw28kgpRDzL/LNRcfQWhGWuuhBBCyLahsIxQWEYIIYRss2MyeTpYciTLLMbq+jp2zxEhn8sj9soSgj+d1nWzc1zeB999B2Huc+zJ+RFCdj/mqTxiUxw8GkXck/QEZ+LU4XDw2kK6D3mNvfXWW3j77bdLbvbnQ5zIDh8+rIRCUjdptkhIicdWRDgWR2ZlQ0Qmx1ykMbFFO2B0mmHqtSuRmSY20z6WTcBWdTyTEufMzIwSmMnzqZYoURyRNBczEbwQ0smIQEyb05SLx2SIq2sz4sIrhWNaXDgFnIR0HvJem3hnTcVeZparBUTSlOn78CSsI649OT+y90ijRUloNhVAtt6UiAFHqbnXfsgHo5Pxx4QQQki9UFhGKCwjhBBC6iCXyiI1HVIiMilapOciQB0zHIPNpCItVdFCHMmGnBSSkU3Pq8jj5xD++Tnk0xXxSiYD3LeOwnvX/rZz9SCENB7NVy40Kx+JRH2OmBfaoNUTnckGrcXC4jrpHJaXl0tisoWFhfM+VsQJIiITp6mjR48qt5tGycXLxWMbwjElHotmmi7Uks0xFU8pt4tRlSb5nNMMg1lsxAwwmAyAyaiOBlPZ5/KFeUk+k0M+lSses2p+okYyqxorspF0IXYzmlbuEfn4DrinmQwwi8OZCM36CqKzkvCszw6jrTXmRSKYOXbsmIrKXFpaqvk4cbsTgdmll17KayxpexfWSuGY5sK6U4J4GRI/TAjpDtILUQR+dErV3Sox9zvg+9BB2C/pZV2NlJDtZ5lnS+OvJjarcrjTwwBYRlxKqKjEZhM+GG2MUyWEEEJqQWEZobCMEEII0UE201JnREhWKEykzoaB7IWnNAaLEdYJb8mRzDLqLmzWEXIessEkgg/OIPbyYpVgUTaDvfccgOum4cIGMCGka5GltQgZ9ARnIkQTF7RG8fl8upu6EjXFSCnSDq+RxcVFJSaTIQKIC4ksRUQmYjIRlYmwYTs/U2IqM0sxpJdiyCzLMa6OzXIeM7otKrpHnLwkNl3FSqpoSZsSYBnd1j2bb0pMlWzeKaFZqBjXGUyquU1hpNRRhGnNwuixwNzvhGXAoTaZ1ZDbvfY9mSvJc0DqaSIwe+ONN2rG+4k45sorr1RRmUNDQ7t+noTUg8wz9MRjzZhnyDyiVoS3iHkpFCGke8mGUwg9NIPoCwtVNRGDwwzv3fvhvnmkIJQn5AIJASJQ1NzMkqdDqlnighgNsO7zFGIzD/th3e/l840QQggpg8IyQmEZIYQQojbF8kjNhjc63KZDQKbCQUoPk1Z4KDiSyW0WHsh2Sc1GVHdu6nSw6j7ZMFXduRezO5cQUttJRG8jWOKpGl2Wm0ymmpvBbreb1yWyZ8hze25uriQmk+f7+RCRpDhHXXLJJaoOUq9gUpoOMmuJMgFZvCQkE4evRlEisf6iQ5eM4m1x6TJa2989QaI/lehMXNvk77gWR1YdC6OeBo4LYjQU3M00oVm/oyg+cyox2m5cp8RVUsRlEpU5Pz9f83Hy3BOB2WWXXQabzbbj50VIOalUqqYzajxeHTu3VUQkVssZVeYThBCiIa6o4admEX7sbLUI3WiA+5YRJSpjZCFppAkidS5SEJlJvXcmtL3G4TF3y0a1E0IIIbsBhWWEwjJCCCHd28G2GCvZpCdPBetzUhCr9DG3KipIcUGKDJ2w2UdaB5k6J95aQ/DHp9TmayVi0y8CM+uoe0/OjxDSfojDiMRU6W0gh8PhHYuv6u3thcPhaMrvQEilkPLs2bMq4lJGMFgtyC5Hno+amGxkZOS8AqN8Oqscx8TpoFw8pt6Tcw2UtwyaeEyEYxUCMnHaspi6el6u3M7W4gWhWUl8llCfa0ZsqMTTl8Rm8j8YdMIy6FQf71RTiAjLRGD2+uuvq4hjPSQaU56bV199tYrMpDMkaeZ1stZ7/4WumfUggsjK9/3+/n713k+xJCGknrpH/PUVBH9yGtn16vdIibuUuodlwLkn50c6F5nri7gsOVVMqDgXrnLJ08NgN8F20KdqclITNg852VxFCCGkqxinsIxQWEYIIaQbkOlIZiW+4Uh2KlD3JpUUC8SNTIRkUkQwOsw7fr6EiDNK5Nl5hB45g3y84rlqAJzXDcH3gQmYvFuP7SKEEA0RO9RyLRHnnUaRqEFNZFYpOhNBBSH1IvGC09PTePfdd/HOO+8gEomc9/GDg4NKsCNjYGCgauNH3AtEwCQCMjUWY8jIWI3XtblUC4lrUoKlAUdJuKRGj4jHKBrarttZQWQmorM40stxNa8X4Z9EcDaEAQWBn/b/0gRngw4YbeamuUO9+eabKipTBJHniyK+6qqr1JDrJCH1rHGj0WjV+7dEWYp7YzbbWAStCB3L379FOKbdlvd3bqgTQrZD6my44NQuzlEVWIZd8H34IOxHevbk3Eh3zjOl2VhrPE4vxOqOqtfczCQ+U+aThBBCSCczTmEZobCMEEJIp5IJJDccyU4GkA2m6vo6cZFQIjIZkz6YPBTukL0jF0srcVnkmfkqpxSD1QjP+/bB/Z4xOucRQpqKLONjsZiu4EyEaOKC1igiotBzOpOoQrr2EEHiXU+cOIHjx4/j1KlTSlx2PsSNTHMmEwFEyQ0rkER6UQRkMXXMyHE51lD8oslv2yxGEjesQSeMrt2JXCQb86T0yobQTDvK5+qKtT8PJp+1+L91qkYTdRx0wOTe/tpgaWlJCcxee+2180YO7t+/XwnMJCrTbrdv++eRzkDEiZXCMe12LTe8reD1enXFY/I+zehKQkgza3ShB04j9uqyrkjH+4EDcF0/zLhBsqdkw6mS0CwhtWSdJAE9TD22gtBMGpMn/WwCJYQQ0nGMU1hGKCwjhBDSKWQjqQ1HspMB3RhBPWSxr0RkypXMB7Ofmzek9ZAN8OBPppF4a1V349P7wYNwXjXAIiwhZFfitSRCU090Jg4pjZYAKh1Syofb7aZop8OfWxIfKEIyGXL7Quzbt08JyWT4HB6k5yJIzRVcyMSBTJzI8qltuvYYDSqqsiAoKhOQDThhtFFs0frxmskqsZnEmorQsBFXOqPTXHguDLtgEcHZkAuWYSeMzvpdGEWcK+57r776KqampmpeN0XUc+TIESUwu+iii1T0MOlMdjq2WgSKlcIxzUGUzytCyE6SS2YR/vlZRJ6YRT5dIfo2G+C5fRyeO8ZhtDMdgLQemfVEsc4cRGIqgFy4zqblQceGo9mkb0vzREIIIaQVobCMUFhGCCGkbcnFM0ie3oZducususcKrmQ+FU/ETWrSLkjHZPD+U0jPRavus4y74f/wpIpsJYSQTtwYl83v8s1wGT09PepI0Vn7ITFtc3NzmJmZwZkzZ9S4UASr/I8PHDiAiyeP4pB3H2wBID0rYrJI3Y4C1d8Uaj4oIiFzUSQkYiFxsTWY6J7XaeRS2YLYbCmG9FKsIDrTYlAbcLEzeq1VYjPlYncBV1m5Nh47dkyJzJaXq11cNMxmM44ePYrLL79cic0YJ9ye4tlgMKgbQS3vnY2W0EWIqCfKluF0OvkeSQjZdZF37OUlBH86rSvGcVzZD98HD8Lcy+ZO0h7I+7TMG1UdeiqAxKkg8vE6nLwNgGXUrRqaRWhmnfAydYAQQkjbMU5hGaGwjBBCSDttAqWmQyU7ctlErMdtwGAzKaFNwZHMrzZ76OpE2r5A+0qxQBvSKdBe3gfffQdh7nPsyfkRQogeEtelt5ku40JionoQkUW50KxceCZxXozXbI04N6k7iIBMxGRy+0LxloLD4cCh0QkccAxjNOKDcT6FbDC57QhLJSArFwANOmGw8PnR7eSzOWTWEkXBWbnwTFzvctsXLfbaN55vchwW0aIDBtPm9YiUT8WlTwRmr7/++nmjMuV6Jw5mIjKbnJyk41QLIf/HSCRSFSGtHUVQ2ygSGa0nHuN7HSGkVZAowYA0xEndrgLLPg/8H5mE7YB3T86NkGbW5tLz0YLI7GQAqdPBalc+PUwGWPd5CrGZIjTb54HBzPdvQgghrQ2FZYTCMkIIIS1LPpND6lx4Y4F+Jlyfi4DZCNuEt+RIZh3zVG3cENIpYsvI4+cQ/vm56uKVyQD3raPw3rmPlvuEkJZGSgaxWKym6Exc0BpFNto1wVm58ExuyxAnINJcRBQjIpmFhQV1lCH/z3pLRAO+Pky4R7Ev0YueJQsM6a2VlsShtuAa5YK56EAmwh7GLJFtx2ouxQtCMxGcqZjVKPKJbYqETAYlaBT3CuuoC5YxNywj7lLEqlz3Tpw4gTfffFNFZp5PgCkuVeLid+jQIRw+fBiDg4N0ptoFar1vyedERNsoIqitjK3U3DrpVkcIaVXE/TP449OIv7ladZ/JZ1UOZY6rBtjsSTqS7daxpcHFetAH+yFfoSF61M3XCCGEkJaDwjJCYRkhhJDW6/QSR7KpAFLTwfrcAYyFTi8RkUm3l3W/l51epKsQ15bggzOIvbxY5eJndJrhvXs/XDePMM6LENKWsWESE6cnOJPYMLm/GYjLSy23M5vN1pSf0amI+876+rqK8FtaWiqJyeT/sxV8bi9G7f0YjHkwvO6CJ+/YmgvZmAh03KWjyUsHJ7KzSLkzG0wpgVlmIYr0QkFsJuIzZPLbj2QVsZkIzYrHjClXEpkdP378gmJbj8ejBGYiNBM3M4lAJM1x2iy/fT5Hue3EO2uiMe22CMsIIaRdyMUzCD16BpGn56qENCKa8dyxD+73jDH+j3QV207ecJhhmxShmV+lb5gHHGwaIIQQsudQWEYoLCOEELJnyBQhsxJXC+zkyaA65mJ1uJIYoDZapItLurmsE75Sdz8h3UxqNoLAj04p+/1KpBDl+9BB2C/uZUGKENIRiKApGAwqUZNs9mtD+7gZTmeCbO5L7Jg2RIRW/rHdbkc3II5J8ncVAVn5EIHFdgR+/X39GPMMYjjpRd+CFc54fQ48IhizTnhLwhsZJhfde0jrkM/mkVmLI10UmynR2WJMubjUs5lYJTYbdKq4MOsBLwyjdpxcOaNEZiI2u1Csosz5hoeHsW/fPlX/kyGCWc4FN5D3Cu39o9J5TITNjSKOcuWCsXIRmdvt5v+CENL273nR5+cRengGuWjF3NsAOK8dgu/eAzB52ahBSC6WRvK01L+DqqFaXHDrweixFGvgRaFZT3esPwkhhLQWFJYRCssIIYTsurOSdGmJLbgIyaTLvx7UhkrRkcx20MdoP0JqIFPvxFtrCP74FDKriar7pQglAjNxcyGEkE6+FoogoFxoVj7EhaZZiLCsUmxWLkITYVq7CAc0d55KkZ6MUCi07e8r4omRkREM+vrRl3Shf8kG49kEUIcezTzkLEScT0gzgVe5k7XL35OQcvLpLNISp6mEZlHl1CzOFXU11pRhdFuUyAxjdsyZ1zETmMPUySkltK0Hl8tVEpnJGB0d7XhnRhGPyd9HE4+Vi8jk842WruWaJII9Pecxr9er4pgJIaTTSLy7hsD9p3XFMRLr5//IpGoEIITokw2nSqkdqka+Xt8a1dRnL4nMxNnM5KZTMyGEkJ2HwjJCYRkhhJCd78Y6FSwtkjPL9UWGyKah6saSRfIhP+OMCNki+UwOkWfnEXrkDPJxnc7h64bg+8AEX1uEkK5DShQSYaYnnpIRjUab+vMk6kyEVRJPJ0PvtkTViUBNnG12ikQiocR2IhCTUXlbxBWxWH1d8+dDxBUiIpMhTkkDzl6YpmKIvbqshDQXQqIs1SaJiMkOeNlMQLojTnM2gtRcRB3TcxFkQ/U13wgGu0m9ZuJjRpw1rODUuWlMT0/X7doooigRQsnrdWhoSA25LYKodhJxijBWu56XX9fldjPEY+WxyZXOY3Ld28nrNyGEtBIijhZBWfL4uq7gxX/fQdgv62ur9xBCWoHMWmKT0CwXSdf1dZZhV2H9pJqxvTDazDt+roQQQrqPcQrLCIVlhBBCmkkulUVqOlRaBMvGSD2RL0aXWQnINDGZqdfOIhQhTRJ3irgs8sw8kNv8YjRYjfC8bx/c7xmD0crNMEII0RMniCAhEAiURipVv+Bjq1gsFiUwkyFOZ9ptEafJvKjWEOS85Ny1IUKy8o8vFJm3HXeegYGB0ujv71dDnI+k+z7++gpiry0jNXN+pzODxQjbkR44Lu6F/eIeRiURUnSwkIjz1JmQeg2lzoaRT9UXOWsZccF8xIMlbxxnows4N3sOc3NzW44HlmuPJjKT17gmpBIx7F6s06S8LMLfSvGYdmyWKFgc3fScx+SaJ9diQgjpVrKRFEIPn1HRl5WusyJy9t61H+5bR2Ew06WRkGbMe8QNUBI/EieDSJ4KIJ+oYz1nNMC6z1NK/bDu9/I1SQghpClQWEYoLCOEENIQ+WxObXQUFroBpM6EgeyF3/oNVpOy6y6IyXyqu8pgpJCMkJ0ivRxD8CfTSLy1WnWfuJZ5PzgB59WDfB0SQkgdbmciMKsUnGmjmTGbe404qmluPHKUoQlMRARXTi6RQfyNgphM5oXnaywQZ1r7Jb1KTGab9CtxGSGkNvlsXkVopqaDSJ4Jq0aebPDC1xrZ6Lcf7YH1sl4E/SnMLsyp2p8MEWRtB3ntlzt2aQIscV6UIeLS7UQ/ijhWHBTl2lrr2Cxhr5yj3u8gRxHUEUIIqXBDf3oOoUfPVAtbjIDrphF47zkAk4sus4Ts6FxwLlJq5E5Oh4DMhZsOZJ1lFSfoYiO3ZdTNuh8hhJBtQWEZobCMEELIlsjn8irGSC1iZZwO1tc9bzKoOCMlJJOOqXE3DCZuIhKy24gANHj/KaTnorrxY/4PH1Sb/IQQQraHCM/KRWda1KSMSCSijq0iPhNnHom7kyEuRJqATI4yRHxxoXlh8sQ6oi8vIf7m6nk3N0w9NjivGoDjygHlqERnWkIaIxNIFpp7jq8hcVxcLDIX3FhUgs4r+mG/qBexVFzVAefn57GwsIDFxUV1zWoUeW2L46ImNJPbMqQ8LMIwvSHXxK06ql0I+dmaILb82ibiMbmP1yBCCDk/ct1OvLmKwE9OI7uaqLrfflEPfB86CMuQa0/Oj5BuJp/OIXkmpOaCUp9PnQtXOQnqYXCYVaO3iMykRm8ecHBORAghpC4oLCMUlhFCCLmw9fZqorRQlZGL1VH0NxREKnZNSHbAy6g9QloEEQLEXllC8KfTyIWqnR/sl/XBd99BWPode3J+hBDS6YiQQhOZyVHEaBJdWTm0z6fTaTUnO9/QYjRFDKaN8o9F2KEJyLSjybS9uZk4J4mYTN5LcuHaDkJGjwXOKwbguHpARbJw04KQnXOxSJ0NIfHuOhLH15GejWxJZKat0+R6IwIzGZrYbGlpSV2DWg25nsi1rNJVURPG0nmMEEK2j8QxB350CqnTwar7zINO+D8yqRwxCSGtgbhHJ08FS7X79EKsrq8zeq2l2r0SmvnP31hECCGkexmnsIxQWEYIIaSSbChZsNZWYrJgXTErgnnQUbLWth30weikDT4hrUwulUXk8XMI//yc6nbchMkA9y2j8N61j69lQgghyEZSKuYy9vLSeUUr0gXvvLwfjqsGVDc8o1YI2X2y4ZQSmCXeXlVis6p5XmVE0sEN5wrlKFj2us3lckoEu7q6WjUkTnMny76aENbn86nh9/tL4jG5bTabd+xnE0JIt9YDgw9Mq+aBylhzo8sM7/sPwHXDCAwmzu8IafW5YPKU1PaDKrkgu1btOqiHuV9q+76C0GzSz4hbQgghJSgsIxSWEUIIQS6WVl1NSkx2MoDMcryurzP5bRtCskM+mLzsaiKkHRHxaPDBGcReXqwuHjvN8Ny1H+6bR2AwM76WEEK6bY4oEZexY8tqjlgzXsVogP3iXriuHVRHvl8Q0lqNBIl31hB/fUUdzycy0+Z+ssZT47Af5j67rtugcrZOpLG2vIrgWgCxSBSxaEwNcVuMxWOIJxOIJ+OIpxIwGU2wWq2FYbPCZrfD6rTBZrepz4mzoojHNCFZI66KhBBCmtx0dtsovHfuh9FBQS8h7UhmrZBGktDSSCLp+tJIRlwlNzPbhA9GG+dmhBDSrYxTWEYoLCOEkO4sGKWmQ4XF5FQA6blIlZhED+lOlG4lWVCKTbapxiYDIaR94y6C959SQlO9rkWJx7Rf2svXPSGEdLqY7C0RoSwjcULEZLUniRJ7LmIyx9WD7GYnpANFZlozkdFtQT6VQz6dLRxT2bq+th7EMU3EbEa3FeZeuxqyzjT3OZSoTZqX6HxICCE7Qz6XV460oQdOIxusjjd3XN6n6gByTSaEdAaqOWAxVmowlxpgPpm98BeaDLDu85SazOU2G4oIIaR7GKewjFBYRgghnU8+m0PqbLjUmZQ6EwayF357NlhNsB30ljqTLMObY1EIIZ2HTN0Tb68h+OPTyKxUuxdKrJnvw5Owjrn35PwIIaQTyWfzStCVjaSRi6SQi2q35ZhShX4RceQzZUNEHdrtbF7N0USgYbCYisfyUfE5c/FzVu22UX0/cSdLnFg/7zzR6LHCec0gXNcNwjLk2tW/EyGk+SIzicqUTcVsIImWxGQoCM5EaNbvgHnQAcugE+YBJwWthBDSAMnpIAI/OoX0uYhu84D/w5Nq/U8I6WxkLZmaLewbqHEmBGTq2TcwwjpRO06dEEJIZzFOYRmhsIwQQjqz4zC9EC0sBqXz6HRQdZbX1Xm031tYEErn0bgbBhM7jwjpRkSoEHluHuFHziAXy2y+0wAlKvDdOwGTjxG4hBByPqQkooRigSQy60l1zAYSxdsJFUeci1ZcZ1sMg90Ex2V9cF41qDYNDCZuGBDSrtejWDCA9YU5BObn1DEaWEcunYEpZYEn4YE75YMn7Yclb0WrI47aIjDThGaWQUdBcOanyxkhhJwvEi/4wGnEj61U3Wf0WtU6X9b7vI4S0p2IQ21yJoTkVFA1qKfPhetLOpE49UlfqUFdGgKYeEAIIZ3DOIVlhMIyQgjpEAvr1cSGkOxkoFoIooeh0IUosZay4LNOeGG0mnbjlAkhbYI46IQePYvIM3NVDjbicON+7zg87xvntYMQgm4X9WdDKWRW48rtsXBMqNvZ9UTTIuN2k1Q2gXOx4zgbfQeL8RnkkYPN5YK3fxC+wSF4B4bgGxgsHIsf25zOvT5tQroeWRvGwyGsz88hsDCnjpqQLLA4h1S82pFWD791EEP2A+izj8EIIzL5NPLGHFwDffCPjcA/Pgaz01aIsrQWHRDlKK6I6mMTjNYNx0SJz8xG02qdKvNLEdSqY/Hj0jV0LVGXu/b5kJ9nHhB3MycsA84Nl7M+ByObCCFdSy6RQfhnZxF+crbKjYhre0JILXLxjIrLlP0Gic/MLMXq+jqTz6r2G0RoJnsPbEwlhJD2ZpzCMkJhGSGEtCfZUBKJk8GSTbW4XdSDFNVlUafEZJM+GJ2MDyGEXBgRRwR/clrFpOnFovnuPQDntUPsaiaEdLbzWDhVEI6tJJDWRGQiHlvbIfGY2QiT2wKjw1wWYWkETGWRlmaDcpgVcZuKy0wXYzNLY+Njib7LJtMwSHQmjLpistnYiaKYbBo5bO13srvcSmDmHSgTnw0WxWcDg7A6KDwjpFlsEo8VBWSBhXn1cTIW3fGfb7bacPDq63Dkplsxee2NTROWFoS6SdU4lV1NILMmYt2CUFdGQ9daI2DudcA85IRFhojNhlywDFBwRgjpXOS6Gn1hAaGHZlTMeiXiTub94ATMFH0QQuogG06VRGZqT6LOOHUR/as9CXE0454EIYS0HeMUlhEKywghpD2QLm7pDhILalm0ZZbr6zSXbiBlQa26g3wweVkoIoRsH7kOBe4/hfRspOo+y4gLvo9MKuEqIYS0c0d2ejmGzJKIGGIlIZk46TRLPCbRkma/HaYem4psM3mtMLmsMIqIzG2ByVU4KtefBuND0qkkpp57Gm89+TPMHHsF+VzhdxBhmdlghslogclgVh/HMiHkkMVOYfd4lcDMPzQC//Ao/EPD8A+PqI9dPb2MSiGkgkQkgvWF2VJspQjHNPexRLR6LrZVjCYzPP39MJktMJlMMJrNMBrlaFL3GU0mZNNpzB1/B7lsbUdsk9mMwzfcgivuvhf7L7sSBuPOiLSU6CyYVE4ZablGL8sxpo4NRQoboNzMSoKzIXE5o+CMENL+JE6sIyjr94VqhyHrAS/8H5mEdZ9nT86NENL+yPa/NFklylNUonWmqIy6S25mTFEhhJDWh8IyQmEZIYS0KOIokZoOlYRk6bkIUMc7qtFp3mwz3WfnJh0hpOmberHXlhF64DSywVTV/fZLeuH70EEVPUQIIa1ISZywHC+JEjSRgp6Tw5YxG2Hus8Pc7ygce+xKQKYdjXYzdprlmdM49shP8faTjyEZre1e1DMyhktuvwMX3fpeuPw9yukoFYsiGYshGS8c5eNENIpYYB3B5SWElhcRXFpEKl5fDEo9mG22guBMic2KorOhUSU8E+GLiF0I6UTkNVeKqyyKxpQD2cI8EuFQw99fxGG+wYKIs0deWyOj6tgzMgpP/0Bdry0RsZ16+QWceO4pTL/6MjLp6vmfhryOL7/z/WrINWW3kJjNktCsTHSWXa/PRaOmw1lfMVKTgjNCSBshTRLB+08j8c5a1X3S2OC77yAcV/SzXkgIafo6O70YKySsyJ7GqaCKQ78gJgOs+z2FhJXDfiV4FVduQgghrQOFZYTCMkIIaRHy2RxSZ8Nq4SURl6kzISB74bdQg9UI20FfwZXskB+WYRej6AghuyaAjTwxi/DPzyKfqnDxMRrgvnkEnrv3K+cdQgjZC8RhLC2OY8qBLIb0clwdG45TE8yGQqSaiMf67QXxgbrtgMlj3ZP5WCoRxztPPY7XH/0pFqaO13ycuINdfOt7laBs8OChbW0qSqlHBGvB5UUlNAstLymxWbDsdjpRn8PuhRDnJInWLInOii5ncpSYTbOF7zOktRER5oZ4rBBXqX0cDwUb/v7iEOYbGCqJxvxF4ZjclmhaEZc18zpz+pWXlMjs1Csv1nydy8+UiMwr774XB666Zs/EoTJfVc6TyuUshsxi8bgaxxbTfqsEZ4UoTU105lLXfwrOCCF7nXYQevgMIs/OA7nNNUWDzQTPnfvguW2sEK1OCCG7sd9xLlLY75gKbGG/wwTbQS/3OwghpIWgsIxQWEYIIXvZwbMQLXTvSBfP6dAWOni8KtaSHTyEkFYgG0oh+OA0Yi8tVjkrGuxmeO/eB/cto9xoI4TsGLlkRjnUSHd0wa1Gc6pJ1OX4WhOTiMc057GicKzoRCZx461Q3JaSy+LJEzj26E+VqKyWyMPqcOLozbcpMdn4pZfvuMhDzktcjkKa2Kx4DC4uILA4r4RnuWwTYjcNBnj7B4puZwWxWek4PAKLzd6MX4eQugRXlaIx7XYsGGj4+xsMRngHBjaJxjQhmQgsJY5yt8mkUph+7WW88bOHcerl50tRu5WIM9rldxRczOT12grkMzklOEsvRtV7BwVnhJB2Rq5pIiYLPXIG+XhFDJ0BcN04DO89B1TzAyGE7GlCy0yo2FgfQHq2zoQWlxm2SSa0EELIXkJhGaGwjBBCdgl5O8yuJkrRlslTAeSiFcUePQyAZcytunNk4WSd8MJoZRQQIaT1SM1FEPzxaXWNq0SKPv77DsJ+WR+LP4SQbZNLZDYcZ8pEZNlAA1FnMt1ymAtCgAHHxnHACVOPHQaToWUdkN5+8uc49vADWJo+WfNxoxddqhyDRFTWSiIrEZWFV5cRWBChWSH2L7goopx5BBYXkEk19j/VcPf0Fl3OCk5nPUpwVrhttTua8jNI95BOJtTzsxRXOV8Ujy3MIbpeHTe2baGkiMeKAjLt+Spxlq3szhdZW8WbP39EOSaKcLSWOG7i6mtxxd33YvKaG/ZEDHchKDgjhLQTSsj/9ppah8u1qxLbET/8H55Ubj+EENKKLosSl6ntl2SW63O8Nvlthb2SoqOZyUvRLCGE7DQUlhEKywghZAfJhpIq1lIJyU4G6t70lM1MrQPHNumD0dm6GwiEEFJV2H53HcH7T+kWhEQc6//IJKzjnj05P0JI+xSY05WxZYsx5ZC4bQxQQjHLgAPmASfMgwXxmMy7jC5L24heF0+fxLGHf6JEZbXcyeweLy5775244q570Te+H+34XiIinYLIrDi02wvzSMaiTfk5Ln9P0eFME/BobmejsDmdTfkZpP0QFy55rinHMc15rHgU8VQz8PQNoGek8Fwrj65U4jFre2+MiWvZmTeOKRfFqeefQS6bqfn6u+yOe9R1SmJuWx0KzgghLdnYdf8pJE9WRyrL/Nb34UnYL+ppmzkuIYRkg8mNpnzZSwnWt/6XtX1JaDbph9HRes0LhBDS7oxTWEYoLCOEkB3qsjkZUJFM9SBRSiIkK4jJfDB5bTt+roQQspPkszlEn19A6KEZ5GLVG4rOawbhvXcCZj+vd4R0M9loemNzXoRksmG/FEMunN7+NzUZCoKxQc19TG47Yem3w2Axta1L0rtPP4HXHv4JFqaO13zc/suvVCKNwzfe2tLORg0LmCPhTUIzcYxSLlKL802JHBScPv+mSE1N/CO37S53U34G2Tsy6bSKZS2IxmY3YisX5hFeXZEnWsM/w93bV3zeFAVkxdhKn0S0Wrtj/hMLBfHWzx/BsUcfxPpc7Zrj/suvUi5mR268BSZze127dkdw5lKiMwrOCCFCNpxC6MEZRF9cqIqQMzrN8N69H66bR2Aw8XpBCGnvdV9mNVESmcnQqy/WSn/R3MxsE962rQMQQkgrQWEZobCMEEIaIJfKIjUdUgsbEZOlZyNVRR09pNCjFjYyDvth7rOzg5AQ0pHk4hmEHjuLyFOzQLbiAmk2wvOeMXjuGIfRxm5CQjoVKQnkIuky8VhhyO1ctAEBmdkIy2DZxrscZfQ6Wja+cqusnJ1RUZdvPf5oTZcuh9eHy8X15+57lWil25GIUC1WU8UUlonPIs2IKiw6wpUiNYdGNtzOhkfhcNORs1XIZtIqkrEUV1l8PsgxvLKMfH67qp8NXBK1WnoObIjH5HMWe+tEz7bC+8DsO2/i9Ud+iuPPPoVMOlVT0CnXsyvv+aByb2tnKDgjhDSbfDqL8JOzCD92DvlUdvOdRgPct4woURlTDwghnUg+l0d6PlrYh5kKIHU6iHy6jkmVyQDbAW9pH0YSFDqlXkAIIbsJhWWEwjJCCNmiA0/qXER1yqgFzJlQtVBCB4PVCNtBX2kBYxl2wWDkAoYQ0j3IJlrwgWnEX1+pus/otsB7zwG4bhhmcYeQdheQhVMF4ViZiEwJyOrpLK6BwWIsOI7J5rkci7cl1rIT51MSw3f8uadU3OXsO2/VfNy+S69Q4otOdidrNulEoiQ00xyq1O3FeUTEpaoJiJuZX0RGxUjNkgBteAQOj5fNJE0mm8kgtLxYFldZEBHKx6GlpaaIx5R7XTGyslxAJv9Tq93RlN+jm0hEInj7yceUyGz5zLT+gwwGTFx1La665z5MXnsDjKbOcZkQwVl6OY7MUkFwpr1PNiY4M8Dcby/EaBbfI0uCMzoWEdIRc+z4sWUEfzKNbCBZdb/90j747ptQjr2EENItyJwqdS68sU9zNlzfPo3NVNinkeQYafgfcnKNRgghdUBhGaGwjBBCLtQJs1DohFG2y6dD1V2BepgMsO73wK51wuyTThgWdAkhJDkdROD+00hLwacC84ADvvsOwn5JL4s6hLQwssTPhlIF95XihrgIyeR2PtGAgMxqKjmPlYvITH5bRwrIKlmbm1Visjd//oiKeqwlWrrsjrtxxd0fRN/Yvl0/x05G4kZVNKLmcKbcrZobjWhzujZiESscz8R5ju99+uSyWYSWl8riKjUR2Zz6vNzfKCL6E0GgEo/J/0VzHhsehc3Jjfqdei9ZOHkcxx7+Kd59+nH1GqwVKSoRv1fc/QF4evvRqeyc4MyxITQrupwpx3TWJwhpC5IzIQTvP4XUmeq5oWXEBd+HJ5UwghBCuh2VLHM6qFJlZB9H3M3qSpZxWWA7VBSaHZJkGTaOEEKIHhSWEQrLCCGkcqN0NVFagCRPBZCL1rFBagAso+7SAsQ64YXR2jld1YQQ0mzRruq4fkC/49p60Av/hyaVKJcQsrev1WwwWXAfqxCR5ZPbF3IY7KZSbGUpxksEZD5r1wlrJKpv6oVn8dpDP8HZN4/VfNzo0UuUO9nRW26HxWrb1XMkBRe54NJCyQ1rw/FsvmmRilaHA/6hggtWT8nxrCA+c/l7Ov61IeKw8Opy4W9cFI1p8ZUSZ5nLbl+0qmF3eypEYyOlj0W0SfaOZCyGd576GV578Mc1XcwMRiMOXXejcjE7cOU16uNuoCQ4k0hNzQl0sSg4227F3VQuOCu+Dw91VpQ0Ie1OZi2B4AOnET+m7/jtu3cCzuuGuqL5ghBCtkM2mkbyVLBkGCAR5fVg6rGp1BkR7crR5LHu+LkSQkg7ME5hGaGwjBDS7YjjRklIdjKgK3LQQ5x1NCGZbdIHo5MRRIQQshXy6RwiT88i9NhZ5BPVIhXHVQOqYG7ute/J+RHSVQKy9cTGhnVRPCbHfGr7ghmDw1zYtBYRWZkTmdHTfQKySgKLC3j9kQfwxs8eRiwY0H2M1eHEpe+9E1fecx8G9k/s+jmS+sik04UoRnE4E1GUuJwpt7P5pkUxWmz2oshMczsriKJkuHv62ub1pAn0CnGkcpS/0wKCi/MILi01RTxmc7lKTmNaZKUmHnO4KVhvdaSEPH/iXeXe+O7TTyCTTuk+zjc4pK6Nl99xj4oq7UY2Cc4qHc4aEJxJlF7B2WzDPVScOyheIWR3yCUyCD92FuGnZoFMxYvZbITnPWPw3DEOo828V6dICCFtSSaYLOz/SHTmyQByIf15ZiUyL9JSadQekJ3XX0JIdzJOYRmhsIwQ0m3kYmkkxRa5KCTLLNXZreKzqi4VTUxm8tEtghBCmtVFGH70DCLPzgPZiqWDyQD3LaPw3rWPAl5CmiAgE/cD5T6mXMgK7ieZ5bgSem4XiY4ouI9tFpGJm0K7CF52y5Hp5EvP4djDD2D62Cs1oxWHJo/gqvffh4tvfS8sdgpr292RbiPCsRixWYxyFBeufK5x0ZnZaiuIzIoOZwW3s4LwzNPbt+uuToloREWKFsRjIrTbEJBF1labEimq3N2KAjv1+5YdJdKS153OIB4J462fP4rXHv4J1uf065VGkxlHbrpVXTPHL7mc/3vVuJEtCs4KYrN08b0+u5bYvuDMXCE4Gyy4nJl67RScEdIk8tk8oi8uIPTgDHLRdNX9zqsH4P3gBMx+zg0JIaRRRLYgDmYlodmpIPLxOppcjIB1zFMQmck+0QEvDJbucNElhJBxCssIhWWEkE4nl8oiNRMqdaOkZyN1FVSNTnNhgVAUk5n77CxUE0LIDiIOCxKPGX99Rdf5yHvnPrhvHYXBzKINIecjn80hs5ooOI+VRGQxpFdi1c4HW8DosZRFWBZFZBJh6WY0xPkIrSzh9UcfxBuPPojI+lpNR6qLb3+fingbmjy86+dIdp9sJqNiNDWhWUGENd/U6EezxQrf0HDJ2czV0wOXvxfunl4Vr+nq6YXT54PRaKrr+6XiMYTXVpVArDTWN24HlhaRCIfQDJRL20iFeKx42+H1cV3WRUhZ+dxbr6vI4BPPP1PztdE7Oq4EZpe+927Y3Yw21auLiJBchGYl0ZkmONsuZiMsgxKp6drkTGrqoeCMkK2QOL6OwP2n1GuzEusBL/wfmYR1H103CSFkJ5vw0nMRZUIgZgSp6VB9zXdmI2wT3lJ0pmXUzVhxQkjHMk5hGaGwjBDSiZupqXORgpBMFgJnQtUOODoYrEbYDvpKQjLLsIvFUEII2QOSZ0II3n9aiYIrMfXYVDym48oBXqNJ1yMxWCLILI+vVLdX4nXNfWph8lpLG8SaiMw84ITJRdfAesnlsph+9WW89tCPcfqVl2rGIQ4cOKji3C65/Q7YnM5dP0/Suu524dVlrIvYTMVqivis4AAmsZEiSmsWBoNRicvEHU/Kd7KpIk5q8pwtfJxTQyI/04n6nJ7rxe5ywydOa0r8Jk5rBRFcz8iYijekeIxUEg2sqwhhcX6UCNpagsqLbn2vEpkNHz7K51E9grNKIfpiFNn15La/pzh3lEToMocYcqk5hclv4/ydkDLktRa4/zSSx9er7hNHQN99E3Bc3s/rGCGE7EGtJXUmrEwKZI8pdTYM5OrYX7KbCvtLkngjRgWDTl7DCSEdwziFZYTCMkJIR3SULERVR0nyZBBJsS5OZS/8hSYDrPs9KtZSJvvWcQ9dcAghpEWQJUTizVXlYKZEMhVYxt3wf+ggbJP+PTk/QnZdQLZScBkpF5FlVhJ1FTdrIbHe5Q4jahNYIiwd5qaefzchjmTiTHbs0Z8qN6rziR6uvOeDGDlyEQvNZMuixcjqasnlbCNmc05FUGbSKbQS4o5WEI8VojqVeGxoBL7hETjcdF8h20PEjhIpLC5mp156vrZ4d2JSOUFecvv7YHVQvLsVcslywdmGy1k20IDgzFoUnKl5R9HlbKgoOON7IekispEUQg/NIPr8QlWigsFmgveu/QWnbsarEUJIS5BLZpA8XUjEkT2o9Hy0btd35WamJeL0MM6YENK+jFNYRigsI4S0G/K2kl1NFDpGiiMXraNr3wBlR6xZE1snvDBa64t9IYQQsnculFJwDz08o3utt1/SC999B9UGFSHtTj6dRXo5Xti81dzHREC2Gq8rxrsW4vSnNnBLm7niQOaA0U4BWbMEDjNvvIZjD/0EUy8+qz7Wo3dsXyGm7T13MaaN7Ajy3JOoykKsZlF4JtGay4uIrq8hFgrKYqqpP1NiKd29ffDI6BsoiscKAjKJ4ZRIS0J2ktDKMt547EG8/shPa8cN2x249D13KIfIwYnJXT/HTttYVfOTsjjNjDicBbcvajVYTZuE7prLmclnpeCMdBQSqxZ+ahbhx84in6xoiDUCrhtH4L1nP2PmCSGkxclG06V9KRGbZVbrixYXN0rZl1KJOYd8vN4TQtqKcQrLCIVlhJB2IBtKlTLu5Vhvl6xsmmpCMtukD0YnI5wIIaQdySUyCP/8HMJPzAKZXHUR/vpheO/erxyYCGmb2Cktcqp4O7uW2L6AzFAoUla6j8mRQvqdIRYMFCLZHnlAOUXpYTKbceSm25SgbOziy7hBTnaVbDaHyP/L3n1AuXWeZ+J/0Hub3tlEiRJFqlu9d8mW1Ytlx07bdfc6WUtOzsk/52SzG8lJnI2LnO6ytkVRxbItq0tUparVGynWKZw+6L39z/ddAAMMMCQIYDAA5vkd3XMxxB3wDjUzuPf7nu995yLwzUYQ8kThd4fhm5qDb2ZGBnDE93A06EEyHhBHK79Ispv8Xs3f1NAZbTDZ22B1tsHW2QFndwfs7VZYnAZYHAbY2o0wsmUuLWML2d1vvCpDvvvefmPR40SlyOMuvgJHnn4WdHpeN9byWj1XVTXTTlNc44ixnEqJyk25axrRTjMTOlPbGTij5iKmx8LvzsD7yN6SbWaNR7nguGKN/D4nIqLmk/BElGpmuzyyGELKHy/r83Q9FlnJTG5r7FAbuPiPiBoXg2XEYBkRNaRUOIHonvkgWWKquA1aKWJFq1zxIfrYr3MyYEBE1GIS3ih8j+9H6I3J4gCOVg3bmX2wnTvAIDE1TFUPcQ2TX9FDBshKTCiVTQVo202ZSda8EFmnCSodA2RLTQxvjH7wLt5+8lF8/Mp2pJKlq+aKqk2iMs7Gcy+E2e6o+3nSyvl+jAYT8E6H4ZsJwzuj7JUtIkNl9R6RM5i1sHeY4Og0wd6p7B0dymOraHenZhiElp6o1idaEovWxGG/r+QxRosVx5x7oWxL3N4/WPdzXEljO0oV1vl2mmJL+asInBk1Re00ZeDMxsAZNZ7osA/eh/YgNuwvek58/zqvXAvjka5lOTciIlqae7TEdFgJmYm5rT0epCMLqlSWogb0AzYlZCbmt1bZodKyJTIRNQ4Gy4jBMiJqmModsf2+3KqO+FigrIodarM2VzpY7LUdJg4kEhGtALEDAbniO/qxp+g5lUkL+3mDsJ7Ry6AN1XXSNL/6mKzS4a0iQKZWQduhVCCbD5FZZKhMpePgYr2FA3588OxTMlDmPlD6vlmt0eCIU06XIYWhjZuhUvP/E9VGJBCHZyokA2RyPxWGN/NxNFQ63NiINFo17B3GgtCZCKE5u8yy2pl4nqiWEvE4Pn51u6xiNvrhe4seN3jMJmy++HKs/8Tp0Gi5OKEeUqH4fNvvTIUzGTgLlFfhoxSVUZvXSnP+2klt1XGciOou4Y7A++g+hN+eLnpOfE/aL1klq24zcE1E1NrSqbSc6xJzXrKq2T5fcSeGEsS4j361PdeNR9dn5XsGES0rBsuIwTIiWhbpZAqx0YByMS0uqvf7gGS6vAvqNY5cL3pdr4UX1EREK1jkY7ccsJeB5BJVLO0XrYL5xG6oNHyvoOolg/FceCzbyrLaqhvQiACZSZn8zAuRyQAZQxbLSgxlHNj5Ed554mHsePkFJOOlJ7vtnd3YfOGlOPb8i2FxsuIEVSYSjBeExjxLFB4TFcXMDtG6Ug+zQy9bWIpNZ9DI73k5gpfZy49Tyj6ZSCHojSHoic5v3picKKkFkfmwuoxwdClBM7kXlVxE6KzDCI2Gvw+pOrOjw3j7yUfwwbNPIxoKljzG7HDi2PMukgFhR1dP3c+RCq+1clXOpqoLnIkFiQUh/UzoTGPV1/TcibJtYf3PjML/wiiQWPAeqVXBdvaAUmHbyHZnREQrUTqektUss/NisVE/kCovQG9Ym5kXO8IJrahaz+A8EdURg2XEYBkR1W9lxmRoPki214t0tIwSwBoV9IO23AWzKAfMSVYiIlr4HhN+dwbex/chORspel7bZYLjktUwbmznoAsdkrh9FZOXufCYqKSRDZAFK5/UFBNJus5McCwbHhNBsnYjVAxMNBQROPjg+W2yws3MyP6Sx6hUaqw96RM47qLLsOq4E6BWszoiHVoskpDBMREg80xmtkyArFbhMREYs2cqgcmWlB1G2NpNsLoMMNv10Opr972aEu+/fiVsFnBH4Z+NyCBctjWn2FJlLB46FLGQyN5uzAXNsqEzsbe5jFxoRIclHo1gx/bnZchsYtfO0gepVFh93Ik47qLLsfbEU2RFSmqEwJlS1Sy7JaaCSAUr/92ptmQDZ5b51uIMnFGF0sk0gq9PwPfE/pJBSNPxnXBcuhpal3FZzo+IiBo3kCzmyrLzZvGJUFmfp7brYZSdfDJBM6dhyc+ViFa2AQbLiMEyIloKclX7XETpIy+CZLu95U3GqiDL+mZL/Ipyv+oaTn4QEVHrSotqKq9NwPfUcMnBfF2/VbYcMR7pYsCMlACZLzbfhinbwlJUxagi4CGqq2bDY7m9mKwU4QdWzmvo74fJ3R/LVpcfbX8WiWjpNqbW9g5sOv8SbLrgEtjaO+p+ntT4kskU/DORTGgsL0A2GZIVvqol3r5E20glYKWEq0RLSbHZ2ow1DY7VIngWmIvAK0Jm2cCZ2M8oj+ORMhYaHYJGp5Zfe2GVM5P8txFBOr7f08FM7tmFd558FB++8IwMnJVibWvHpgsuxaYLL4Gtjb/3G00yECtqp1nttZzaoitsp9mlVDnTWNgmlUpfQ0Y/9sDzuz3y+3Ah/ZANjk+uhWHIviznR0REzXdtI+fTdnll+0wxx1YOsWhRBMxk0Gydk9ctRFRzDJYRg2VEVDNJn3LRm+0Xn/SUnpBbSJTtzV7winK+vOglIqJqpKJJBF4Yg/+50ZLVMfWr7ErAbJ1zWc6P6l/RLumNKqGx/DaWk6HyqqcuQqXXKBOOeeExsdc4Daye00RikTA+euFZWblmau/u0gepVFhz/EnYLCrXnHAyK9eQnEQOemLzwTHRsnIyBPdkCL6ZSNXtIbPhMRGOcorQWDY0JdpCthuhaYEKzuLfMBKI5yqcZUNn2XagojVotXRGjfw3ywbNslXOxJ8Zec9JeaKhkAyXvf3Ew5gZ3lfyGJVajXWyUuXlWLX5BPkxNXj12bygWbbKWTpcReDMqitqpymu/dRm/j5ZqWJjAXgf2SvHQBfSuAxwXL4Gpk0dDDkTEVHFEnMRZc4tU8Ch3Pbgul6LEjQT22oH1AaOYxBRdRgsIwbLiKhiqXAC0T3e3IWtGKwrh8ahnw+SiTK9DpbpJSKipVnl5982gsDL40CJVlziPch+8SoYVnH1eMsEyNwRZeIwGx7L7NOxVMWvqzJqlBZJ2QpkmVZJ4nqGk0TNa2rfHrzz5CMySBALh0seY3Y4lSo1F1wCR1d33c+Rll80FJetKufbVs63r0xUEUyVRHjMJdo7ZoJjeVW3RAvLVgiPVUOEzpSQmfLvnf23F6GzeLX/9oAMlmX/7Z0LQmc6TrqsWGIIe/zjj/D2E49gx0vPIxkvPXEn3hNE2PjY8y6S7xXURIEzf6nAWRDpKiooqm36XMgsFzjrtkBt0tb0/KlxJNwR+B7fj9CbU0XPqQwa2C8YhPWMflnJmIiIqJbXMmLBZK5L0B5veQsm1SroB21yHFQsshXVNFUr/H6TiA4fg2XEYBkRlS0dTyK6z5cLksXHAkAZv+HVZq2sRJYtxavtMHEiloiI6ibhicK/bRjB1yaBElVkjBvaZMBM329dlvOjw5NOppGYC88Hx7JBsukw0vHKA2TieqW4ApkFapuO1y0tQrQ52/HSC3jniUcwvmvHoscNbToex118OdaddCo0Wk4Kt7pkPCWrZRW0rcw8Dvurr5pltOqU4FKPUjlLadWoBMkaqW1lsxBDjCFfTAmcTeYFzkTVs6kwkonK3weyLA59JmiW+X+V+f/mEIE/hgRWjHDAjw+efUqGzNzjYyWPUWu0WH/qGfI9Y+DoY3m90Ozt0Sfng2a1qG6rts8HzvKrnKmNvLZoVqlQHL5nRhB48UDxwiU1YPlEL+wXDUFj1S/XKRIR0QobH4uN+TOtMz2I7vcBiUNP2Ings36NQ4bMxJydqG7GyvtEdCgMlhGDZUR08AvTUb9yUbo7c2FaouLLohemmSAZL0yJiKgRJGbD8D01rKwsL/F2JgJmtvMHWcGsQaQTKfn/rKiF5XS4rOuRg7Yxyq8okalExgmg1jU7OixbXX7w3NOIBoMljzHZ7Nh43kXYfNFlcPX01f0caWmJioZ+dwTevCBSdu+fjaDaUSutTg1HJjAmqmC5RAgp8zFbLtZPKpVGYC4iA2by/28mfCZCaL7Z2rUoVcJmyv/rbLUza5sRat7ztiQxrD3y/rvyfWTXq9uRSpYOGrX1DcgqZsecewFMVlvdz5OW5v990htDIlPhLHdNKgJnscoDZ6LqrTZTDVdWws0GzgwMnDXyfUngpQPwPT1Ssp2qcWM7HJethq7TvCznR0RElCsMsd+H6C4vIrs9iI/6yy8MsSZTGEJ0GGJhCCIqgcEyYrCMiHLEQLsYIMsFyfaWWUpXo5TSlUGyI5zQD7CULhERNS4xKeR7cj/C78yUfF6Eo+0iYLbeyYGUOkhFErLamFJ1TEzaheU+MRspWWGuXBq7mLSbD47JibtOMzQMeawIiVgMH7/yIt5+8lGMffT+oseJCjObL74c6z9xBrQ6fm+0SvtE94QSKvJmA2SiklUVFQ0FsVDGLkJFeQEyER4TITKLw8CFNA1OVDITIcJcqDDT4lSEzgLuaNWvL1qXZltpysBZ7vvELKvW8XqiNQQ9bry37Qm889Rj8E1PljxGq9PjqDPOliGz3vVH8f99ywbOoko7zQVVzqppv65xGnIt17PtNMVjNdvzLus4afidaXgf24dkifcK0UrMccUaGFY7luX8iIiIDjXeJtplivk+ETQT1y3ljqdluw+JOT+Nw7Dk50pEjY/BMmKwjGilD4bNReRFpRIm8yIVLKPdiwrQ9VmVC8t1DjkBr2YbFyIiajKx8SB8T+xH5IPZks/r+q0yYGY8pp2BgVq1GMq0rMyFyKbD8s+rUTAJl2thyTZDK5VoVyYm/N975klE/L6SxxgsFmw850I56d8+MFj3c6TqxGNJpSJVXtWx7ONosLiKyOEy25U2iPkBMvHYLtogcvFMy35P+UQ71LzQmbeG7VANZm1RhbPs95eOgZGmlEolsf/tN2V4ec/vX0U6XTpM1LlqjWyTefRZ50FvYiWjlRBCSnqimcpmmSpnInwmAmdVhJtz17qiylmmupkMnHEcbklFdnngfWQv4mOBoudEJRdRoUxUKmN4lIiImkXSH5MFJcR7nJgPFNct5dB2muRcYHY+UG3mojyilWiAwTJisIxoZanFxaNhrYPVPoiIqGXExgLwPzOC8HszJUvEi/dA23mDMB/fCZWGoYKDSSdF+8pIpmWlmEgLK/vpcHlVUBejAjRtRqVl0IIKZKziQMlEHLteewXvPPkIht97e9Hjeo/cgOMuuhxHnn4WdHquuG1kqWQK/jlRXao4QFaL6lI6o6Yw4JMN/HSZoTcxlErzouGEEjLLtNXMVjkT+1ikive1DIvTUDJwZuswQsNrjqbgm5nGe9sex7tPPYaAe67kMTqDUYbLRIXM7jXr6n6O1ACBM3dkQTvNoKzSi0Sq8mtjl3FBO02LvG9h4Kw68YmgDJRFdriLnlNbdLBfNATLJ3p4X0hERE2tJkUnRPei1XZeexCtEAMMlhGDZUStLRXOlLvNhMnERO/hlruVfdVZ7paIiFqcmOjxPzuK0JtTJVswqm06WE7qgeWUbmjbTVjJlqp9pWivLSoA6DpNSnisMzNR1mmCSseBKirknZpQqpNtewIhr6fkMXqTCUeffQGOu+gyWTmGGocYKhLVoDyTwaIAmVdUM0xWN5Sk1qjg6DRlKkWJsI4Jrh6z/FhUJWOFEarJ92/2ezbXgjUM73QIqUSV37+i9WqnCJxl2mrmtdY0O/j924hSySR2v/Eq3nniEex7+41Fj+s54kgZchbtMkXgjFZ44GwuIq+nlbaamSpn0yGg0t8h+YsxslXO5MIMXksfSsIbhe/x/Qi9MVm02EilU8N6dj9s5wywKjIREbXsdYm4DlFCZh45p5iOlbGQRqOSraGNmXlE/aCN4WuiFjXAYBkxWEbUWtLxJKL7fLkgmSzZXsZvYbVZKyuRZcNkYlKXg9VERLQSJdwR+J8bRfC1yUWrCBjWOeRKddPGDqhatDWauKaQ1cdmwojPhOVebrNhpKpsDaYyapTKY53KRJfYiyCZ1mWESsPrDypj4v7JR5WJ+0WGG7rXHiFbXW448xzojSs7CLrcYhFR8UkJjrkzVcdqWfHJ6jIUhG4cmSCOvd0INQe0aRmkUmkEZMW9TFhyYr7imd8dKev+/GC0BlFxzwSX+H7P+94Xm4EV9xqCZ3IC7z71KN7d9gTCPm/JYwxmC445VwSfRVvmobqfIzX2xG5iLlLYTjMbOKs0dK0CtG3GonaaYhGHCE2t9AW54t4v8MJYcctSFWA5uQf2i4egsXPBLRERrayOBLHRwHzQbL+vrOsQlV4NwxpHrmCFrscClZrjfEStYIDBMmKwjKi5pZNpxEb98xd4w76yVjaKgSP9GkduJYGulxd4REREC9tHB148gMBLBxZt4yiC2eYTumTITLSfaTbpREoG6UT1MREYy4XHZiJIeqtvN6dxGKDtEhXIxOSVEiATgTK1VccAOx12q7F3n35cthsLzM2WPEZrMODoM8+VgbKedevrfo4rWTKRgm8mLKs1ZVtWZkM1IW+s6tc3mLVFVZtE+0CH+J3CdrjURBKxpKzIl9/eVVbsmwohEqgutC2YbLrin5Uus6zep1nh4ZHlkIiLVs0vySpmIx+8u+hx/Rs24riLL8f6U8+EVqer6zlSc43/JebCmVaamXaaInQ2E64ucNZuyrTSzG4WZbFpiy6eKQiUvTCGwItjSJcIuhs3tMFx+eqmvMcjIiKqtVQsidh+n5yHFO0zyy5oYREFLZQ5SDEXqWk3cjyQqEkNMFhGDJYRNWlJ2mzv873eRSe7C6iVkrS53ueiJG2LDxIRERHVatJBtMcMvjqB+ERw0eN0g5nS72vs0K+yN0ybFNm20h2VrXZEiEy23MkEyJI1qJwi21e2z7evVKofKCEyNQMfVIVUKimrkonqZHt+/xrS6dIVBDuGVsuKL0effZ6sAENLQwztBD3RTGAsr3XlRAi+2Yi8T6mGRqvOVRvLr8AkAmRGC8Oo1PoiwXjJwJlXBEcWVtE5TOLHx9ZuLA6cdZtgE9VCuchsyc2OjcgqZu8/8xQiwUDJY0w2OzaedxE2X3QZXD19dT9Hat6KIqLKsAiaydBZtrXmdLjyFvVqJXBW0E5TPG6BwNmhAmW6ASscl6+R93VERERUWioUl+0yRchMzFUmpsJlfZ7GachVM5NBM7t+yc+ViGqDwTJisIyoCYgKIvICTVYl8yIVLGMlswqyCln2Ak2/2sHJXSIioiqI25r4aADB1yYQemsa6Vjy4O/DfVal/LsImq12QGPRLUnFsWQghqQvhpRP2Sc8ESTdUdlCRwTHUqFETf4utU0PbYdRqWrQYcq0sjTJtjoqtpujGgq45/Detifw7tOPwTc9VfIYrU6Po844W06+967fwNBRDUVDcSXQMhksDJCJSepYdeEW8btRtKhUAi3ZgIsSJmO4hag0EdoMeqNFgTPxuCahTp1attYs/LlUfjZNVk701Fo8FsXOl17A208+gvGdHy163KrNJ8j3uHUnnQqNtjEWK1ATBs5ES/tsO00ZOAvKysSVB85U8n5AVjXLhM3kPUG7qeFbah4qUKZpM8Jx6SqYNnXyeoSIiOgwJX1RRHZ7lTnMXZ6yuyCI7gbZYhiispnaxOteokbFYBkxWEbUoK23RMo/kmlvKSaHyyEmeUWQTCb+1y7NBDYREREBqWgS4XemZRWz2Ii/7MESjdMoB0kKNvP8YzFZk46l5OuL4JrY5h+nZPWxlF8JkMkwWTlh88MgzkVcT8hNBMhEcEwGyYxQGzi4Q0snnUph+L138PaTD2P3668glSwd3GzrG5Dtwo4+5wKYrLa6n2erSMSVdnzeTEDFPalURRKPw/4atuNbUBlJtOPT6rjYhajmbWgXBM5q1obWoi34Oc61oRWBEj1/lqs1tW+PrMr54QvbEAuXrvJgcbqw6YJLsOnCS2Hv6Kr7OVLrEQtT5gNn81XOxKJWVJofVwEalzFXtVjcQ+jEvssE9TJXHRUVVfwvHjhooMx+/iDMJ3ZxsQwREVENiFiIqKaqFMpQtrIWvYpFuv1WpRuEmOdcbYeK4wdEDYPBMmKwjKgBiEliUYlMhslE2djJUFmfJ8rE5oJkRzihdRiW/FyJiIiokGiPGfz9pHwfj48Hq28tucRUBs18eCwXIjNC12GC2sxQOtVXyOfF+888KSfWPZPjJY8RlVrWn3qmbHfZf/RGVicrk6hi5J+LZIIm8y31RIhM/Hm1v6u0enVx20oRIOtSWlcS0fKKRRJ5FQeV8Jk3EySNlwhXHC6ry1DwO0D87Lt6zLC1GaFmOOOwxCJhfPTis3j78UcwtW93yWNUKjXWnHASjrv4Cqw+/kSo1Zxko9oHzuLTYSQmg/PtNCczgbMqrhlUJm0ucKbrmg+eadtMUGmW5ppOLMAJfzCL8Pszsk0XksVfAANlRERE9RubEGOnuaDZXq9cPHtIGhUMq+y5+U/9gG3Jrh2I6NAYLCMGy4iWQTqeRHS/D9FdSg/y+Ki/rEEaMRhjXOtQwmQiSNZh4sQaERFRg7VYEe/xsb1eOVASGw1U3mqmQqINjagYoHUZ5ISJVjxuM+b+jOExWm5iiGD0w/dkmOzjV15EMlF65aqzu1e2Adt43kUw2x11P89m+beMBPNaV+ZVLPJOhWU1o2qIVlD2DmPJAJnFqee9CFGT/t4I+WIyZJYNnOV+b0yHkSoRwDgcao1KVicUVc2U3xdKu1uxme38vXGo/zeTuz+WbTI/evE5JGKlq9fbOjqx+cLLcOz5F8Pqaqv7edLKko6LwFm2lWY2cBZEotqQukYlF7fI6sguY+6+ReMyyHsXtfHwqiXHZ8KIvD+D8PuziA0vXlGagTIiIqLlD7PHRv0yaCa6NslOEGXcg4iFsoY1yvyoaJ2p7Tbz3oKojhgsIwbLiOognUwjNqZcKMlt2AckyrhQ0qmhX+PIlX7V9Vrk5A4RERE1h1QsKQdIRNAsNhaQpd9F+EzZ4mVdD0haFdR6DVR6DTQ2PdR2vaxcKjebYf6xmLA1aTmwQg0pHPDjg2efxjtPPoK5A6XvPdUaDY44+TRsvuhyDB27GSo1J/yEeFS0rgyVDJBFy2kpcQgWh16pOFTQvtIEe6cJGk66Eq0YqWRKqXS4IHAm9oG50iGnw6Ezagp+x+SHVfWiJTjlRIIBfPDcNvmeOTs6vOh75rqTT8VxF13B90xalkWz8ZkIEtnQmah2Jh5Ph2UYrVpqs1YujNE4DFBpVcp4aGaT1UrEXq2SVVBEFwhxDgfDQBkREVEDj53u88mQmewGcSBQVnhdbdXJambZ+VMRTCeipcNgGTFYRrRUPcQnQ8qF0K5MaddoGa0m1Croh2zKxZAo7Tpog0rLwQ4iIqJWnpCZD5olZHUzER4Tq/BkkMyggUqnYal3aurr4vGPP8LbTzyCnS+9gEQ8VvI4e2dXrvqKxenCSg10+GYjuWpjYi9a1omqQgF39YEOvQh0ZEMcC9rX6Q+zKggRrTzxWDL3uynbWlfsxe+paLD6gKuoZpYNnGVDrqK1pr3DBM0KHhcR76NjOz7AO+J99OUXFq/y2SOqfF6OjedeyCqftKxE0CvpiyIxFVYqnYnAWSZ4lvKXvg5cKmqLDsaj22Da2A7jkS4GyoiIiJpAMhiXraxl28xdHiRmwmV9ngiRKyEzh5xj1Vj1S36uRCvJAINlxGAZUW0kZsOyraVYJScueFKB+KE/SQVZhSzbI9yw2gG1QVOP0yUiIiIiWjLRUBAfPv+MbOc1M7yv5DEqlRprTzoFx110OVYddwLUas2KaUEngxkylKGENER4rJYt6EoFyEw2HasZEtGSiATi89XNCiqdhZGssnKR+LVl6zBlfpdl9j3K7zar07CiqrqHfF68/+xTsoqZZ2K85DEarRZHnnaWbCXdv2Ejf+9TQ0lFEjJolg2cxadCSM5FkHBHkI6UsSC3zEll0zHtMkymX2VfUb8jiIiIWlHCG811gxJzsClfeUF1XY95fu51jeOw22wTUSEGy4jBMqIKJf0xGSDLlmdNlllFQNthgmGd0gfcsNYJjUW35OdKRERERFQPk3t24e0nHsaHLz6LRLT09bG1rR2bLrgEx55/CewdnWhFsXBCCVaIbWI+QCY+jtdg4tTaZshrJzcfsrC1GaBmNQ4iaqDKRQFPdD5wlhc6889GUO2IsVanhqNE4Ez8bjS28FhLOpXC8Hvv4O0nH8bu119BKln6faV9YEhWMTvmnPNhtFjrfp5EhyMViiPhjiLpjiCRCZuJsVYx/opkWv4+EdWdF+7FJlpmmo5ug3Fjh5xEZqCSiIiohbtFTYfz5ma9SEfKqJ6sBvQDNmVeVoTNRPh8BVdFJqoEg2XEYBnRYayqk+VXM6l40eqyHGq7PtfjW1ywaJ2GJT9XIiIiIqJ6iYVD+OjF52R1sqm9u0sfpFJh9XEnyupka088BWpN81cnSyZS8M1kAmOT4YJqPaIqWbUMFi1cmeCYY0HrSp2++f/9iGhlE5XMvNnfoQXVzsII1+B3qAiWlQqciaqO2hb6HRpwz+G9bU/gnacehX9muuQxWr0BG848R74Hd69bz9ANEREREbUEETSPHwjkCoDE9vmQLqNiskqnhn61Xc7ZGo9wQtdnZZVTokNgsIwYLCNaRDqeRHS/D9FdXhkki4/6gTJ+m6lMWhjXZiqSHeGUFco4aEdERERErVid7J0nH5XVyeKRcMljzA4njj3/Ymy+8FI4unrQjIOUQW8UbtGuckGAzCeq7YhKGVXQ6NRwdmVaV2YrkGUeG62tW22HiOhgouGEbBEsftfmfv9mKj/Go7Wr+ijCu46837u2diPUTTqhlEolse+tN2TV0L1v/h7pdOkJta4163DcxZdjw5nnQm801f08iWpdvW9q3x74ZqYQCQQQ9vsQCQYQCfgR8fvlPhzwIxmPweJsk1Vzbe0dsLZ1wNbeDltbB6ztHTA7HCuiJTsREVGrSydSyrzubqV1ZkzM6x46ZwaVUQvDWocMmcl53U7O6xItxGAZMVhGlJFOphEb8yu9usVFx34fkEiXl2xf41Cqkq1zMNlORERERC0rFgnjoxefxTtPPobJPR8vetzQscfJ9ltHnHIqNNrGD0hFQ3ElNDYZlOEFt2xfGZLBhkSsjFHIgxBjkSKsUBQe6zbD6jTw3oGIqExiiFlUhCxsrakEznzTYaSqDPuqtSo4OjJh37zAmdibbLqmmVwSIZt3n35cbkH3XMlj9CYTjj7rfGy+6DJ0rV5b93MkqkbQ48b7zz6Fd596DJ7J8apfT1TStXd0wdXXj7a+frh6B5R93wAsTlfT/OwTERFRiU5Ue72yZaaY+41PBA+vE1WmGxU7URGBwTJisIxWeC/uyVCuRKpoc5kuZ+WrWgX9kE0pkbrOKR+zFzcRERERtTJRDeKdJx/Bhy88g1i4dHUyk82OjeddJKuTuXr70aitK7OhsfxgQtgfr/r1TXZ9yepjIqQgKpMREdHSSSVTspLkwsCZCAgH3NGqX19v0s7/jl/Qnlhv1KIRJRMJ7Pn9q7JV9f533lz0uJ5167Hpgktlu0y9yVzXcyQ6nOpk4vv4nacfw+7XX0EqWX31wnKInwlxXdvWP4C2XiVsJkJnzt4+6PScZCYiImomyUBMCZnt9si54eRcpKzPE52pRGER2alqrRMaS+MvoCSqNQbLiMEyWlEScxGZShetLcWFQypQ3gSSrteSa21pWO2A2sDy6ERERK0gHosiMDsjV72L1ily8yl72Tol87FoqSJaCimr1TMr1lUq5ZHYq1Sy8oOcdOgbUFa79/bD2dMHrV6/zF8lUWXikQg+2v4c3nnqUUzs2rnocYMbN8sw2RGfOANa3fIOronhh6AnVhQcq1XrSp1BkwkUmJT2adkAWZcJBjMHFomIGpFon5l9X1BabM63NY6GElW/vtmhn2+rmXlfEB/bOozQaBojWOyeOCDbV7//zJPy+rYUncGIo844W4bMetcfxSpN1BACc7N475knZQU+3/TkIY8X38dGmw1Gqw0mqxVGqx0arRZBzxz8s7Pwz84gEas+bCruAe0dnQX3f+39g2gfGJKt4PnzQ0RE1CRzxpmQWdlzxqr5OWNZfGSNA2o954yp9Q0wWEYMllErS/pj8xcFe7xMnxMREa0g4jZEhMNEexT/zDR8M9Pz+1llH/Z5l/QcVCo17J2dmZXtAxg8ZhNWHXcCV7dT41cne+oxfPj8NsTCoZLHGEV1snMvxOYLL5NVG+otFk7kQgFuERTI7EWFmkQ5VYgPQrSmtHcYcyEBV15QQIQHOFFIRNRC14rBODy5SpbzgTPvVFhWuqyGWryfdM5XOZPvJ93L21ozEY/j41e34+3HH8bYR+8velzH4CpsuuASHH32+bIiKVG9Te/fi5fv34KPX3tJVisrxd7ZLb9P1530CZjsDhkmO9QiB/FzHw0G4Z+bkQuMxF6EzdzjB+A+MIa58VEkotUFz8R5tA8oIbP8jW01iYiIWrDLlUYF/aANxkxxEvFY1SCLS4hqicEyYrCMWq9f9p75MqbiIuCw+mWLN/517JdNRETULMSthgiHuSfG4Zk4IDfl8Tg8kwfkpEGjEavo15xwMtafegbWnnAyWw5RQ4hHI9ix/XlZzWR8145Fjxs45lhsvuhyrD/l9CWvxpdMpuCfUdqaKaGxUG7yP+SNVf36ZtG6Mr+lWY9SeUyEABqlwgwRES2PVCqNwFykIHAmQsxiLypgosrRboNZC0dXYdjM1aO01tTq6lPxYHZsRFaB+uDZpxatYqbR6bD+E2fI8I5YIKFS8/2RltbM8D68dN/d2PnKiyWfV2s0OOLk07DpwkuxatPxNf+eFCE2/9xsLmQm9wdG4R4fg296qqrXNlqsaJMhs0F0DAzlHltd7QycERERNZh0Mo3YmF92wZLbfh+QPPRNgEqvhmGNQ841izlnXY9FLmAkanYDDJYRg2XUzNLxFKL7RZDMK9/YxZs8ylhQqjJpYVzrmA+SdZp4A09ERNSglNZ27kxoTITHMsGxTHgsFg7X/O80WCyyOkN2E5MAKnV2ki8tzylzcsq8YuYc58bH5Mr3conJulWbT8CRp56JdSedCqPVWvOvhehgpof34Z0nH8GHzz+DaCi4aNWFjedegE0XXiZb/NSS+FkK+WKFbSunwkrryumwnNivhlavng+PZQJkysS9GQaTtmZfBxERrRyJeBLe6TC8eRXOsvuwv4z2OQejAmxtxpJVzqxOw5JMSiUTcex67RW8+/Rj2P/Om4se5+zuxbHnX4yN510Eq6ut5udBK9vs6DC2i0DZyy/Ie6uFnD29sk2rqJgrKn8t10IMWdlsPBM2k6Ez5XE8Uvk9qcFsQVsmbCarm4mWmoOrYG1j4IyIiKhRpONJRPf5coVN4mOBshabqC1a2Rkr2zpT027k+zs1pQEGy4jBMmrKhPjuvIR4ooyEuE4N/Wq7Uop0nRO6PjE5zDduIiKiRhKLhHMrwuU2JgbrR+GeHK+6HUl+YMze3glbRydsmb29o1NOjon2KTJEZrVBo608cBKPRGTATJy7mGjITjzMjuxHMpFY9PPE6vuhTcfjuIuvwNoTT4Y6F2Qjqq14LIqdL72At598BOM7P1r0uP4NG3HcRZdh/alnVl2dLB5NFky852+xSJWtK8UkfIdJCY3Jyff5tmMWMQnPATsiIqoT2VqzxHudCE0n46nahaUzLZpFWFrs9cbahKW9UxN4b9sTcgu450oeIypEidaDIuSz+vgTec1KVZkdHcFL99+NHS89XzJQtvr4k3DKp65t6Ip5ciGUe05+LbNjw5gdGc7tI8FAxa8rKlvnWmpmwmbiY3Efy+tbIiKi5ZUKiw5aSshMzFknpsoLmWucBjlPnZ2v1tiXthsAUa0wWEYMllFr9rRWKz2tswlw/ZANKm1jDj4QERGttPd2/+xMJkA2kguQHW6lr8WIyQZHVzecPX2yqoKrpxeO7l75Z2IA3mBevraT0VAIe998DR+/sh173nr9oGE5R3cPTrj0k7IqhFjBTlQLMyP7ZavLD55/etE2saI63zHnXojNF14qJ7EOR0q0rpyLwD0RgncqrLSvzGxBT/XhUJNNVzCZnt0cHSZodLzWJyKixpVOpeV7ZLa9s2irmX2fDLirf480O/QF1c2ym73dCHUF7Z1TyST2vvW6bJW5543XZHvAUkRFJVFB6uizz695VVNqbeI+ULS8/Gj7cyUDZaKq8xk3fAZ9Rx6NZiUr83o9shrb/DaCmdFhRBZpP1sOndGkBM76h9A+mG2tuQq29o6GDd8RERG1uqQvikimu5bYkt7yrvG1XeZcyMyw1gE1q+tTg2KwjBgso4aTmIvIN92ICJLt9iAVKK+NgK7XorS2FNtqO9QGvvkSEREtl0QslqvUJYNjmSpkIlAmWohUQ63RyqCYq1cJj4m2KDJI1tMLe0dXVdXG6lkxat/bbyghs9+/umgLQp3BiI3nXYgTLvsU2voG6n6e1PxEoHHHS8/JyiPjH+9Y9Li+o45RqpOddiZ0esOix4nb+0ggXhAay27emTBSZVQTPhgREFOCY/NVx7JhMqNFV9VrExERNSJZ1TOvypkS0FaCZ/Eqq3qqNSo4OpX31GwraBlA6zHDZC2vOkJgbhbvP/uUbJXpnZpc9LjutetxzDnnY8MZ58DscFZ13tS6xD3iy/dvwYcvPIt0ujiwKCo4n3HDreg/qnkDZeXIBs5mMmGzuczjsM9b8WuKe8e2/kF0yLCZEjrrGBSBM1Y4IyIiqnvRlFllrjuanesOLd7FIkcF6PqtMB7hguEIBwyr7FDpWB2YGgODZcRgGS27pD+WeWP1yjBZcq68yWZthwmGdQ4lxS3KhXKiiYiIqO5i4ZAMjs2OibYfI3JwfG50RE46lZooKJdKpYaju1uGqWSArKdfBsdEBTIxMC7aRraKZCKO4ffewY7tz8kV+8l46VC9aANz4mWfwurjTuRKdDoocQs++uF7Mky28+UXkYhFF20Ne8w5F2DzhZfJSad88VhSVh0rbOOl7KPlDIYdjGhd2WaUE9sOMdGdrULWY4ZVtK5ky3oiIiKl2pEvBs/EfHWz7OabCZcq8nRYDBZtQZUzV7cFDhHs7jSXrAQqqpYNv/8O3n3qMex67aVFW7yL69Q1x58kq5itO/nUgwbWaeXwTIzj5Qe24IPnt5WsgDd07GacfsOtGNiwEStZyOeV99NK4GwYc2PDmBkZlkG0SulNpkx1s1UFoTOrq52BMyIiojpVL46PB3Mhs+heL9KxMsbNtSoYhuy5oir6fhtUGr530/JgsIwYLKO6S0VE32mvfPMULS5Fq8tyqG36+XKgRzigdRqX/FyJiIhIEQ74MwPbIjw2ktv7Z6erel29yYy2/gEZIMtt/QOyfaVWp1uREwlisu6txx5CwD1X8hgxEfCJq2+Q1SBaKWBH1RNtZkVFkfefeRKeyfFFjxMthTaL6mSnnoFETAP3eBDuiSDmxkWVlKAMkAXmqm/LtXDCOlt5zNFlgpYrLomIiCqWTKTgnZ4PgMvg2YTyOBIsr/L/YkTOxNZuhLPbIquctfVa4BJbz3z1UHHN+sFzT8vrjpnhfQe91hfXGyJgtmrT8dAbTVWdGzUfz+SEEih77umSgbLBYzbJCmUDxxy7LOfXLMJ+X66V5uzYMGZHhuXCruAi94zlEItM2gdWoSOvupm41xQVBxk4IyIiWjrpRAqxUb/SvWuXB7ERP5A8dJxGZdDIdplinlzMl2u7zXzPprphsIwYLKMll46nEN3vU1LY4g1yzA+UEcRWGbWyIlk2TKbtNPENkoiIaKmrImRacijVx5SWHOJxNSukxeyUo7MLrvzwWF+/bNPBQevSRAWIj1/djjce+Q3Gd35U8hhHdw8+cdX1OObcC1dkCI/m2wnteeN17HnjFYy8/96ilQKNVjsGN56OtoFTEI85ZZhsbiKIaLC66mMarVoGxbKhsfmqJ2YYrfy+JCIiqjfRslqExEVLzfzgmXc6VHXLarNdL0NmImzW1muWj9PJaex6/Xl89OKzBw25iHb1A8dswtoTTsaaE0+Bq6evqnOhxiYqWL/8wD344LmnkEoWt3QdOPpYnHHDZzC4cfOynF+riAQCmfv3TOhMPB7Zv+gipXIYbfZMZbP50JkMnNkdNT13IiIiUqSiScT2KV29xDy6qG6GMi7b1VZdLmQm59HbWJCFlg6DZcRgGdVcOpmW4bFskEyEylDGwJVKp4Z+tT33Bqjrs7INDhER0RIQK8VFZaNs68pcBbKxYUSDwYpfV63RKoExMfgsqpD1D6K9fxDO3j62wKnCxK6deOPR32LH9ueRShaHgKyuNpz8qWtlO0OdkQMIKyF0OPbRB9jzxqvY88ZrMli2OBWM9iMA9TFIYzVUqsqrhFldhlxgLNe+stsMa5sRal6zExERNbxUKg3/rKhyplQ6U9prBmWls6A3VtVrW9sMaO+3QKs7AN/Emxj/+I1FW3FnuXr7seaEk7H2hFPQt+Fo3i+0CPfEAbz64L2yQlmpQFn/hmNkhTIRKOMCo6UNnM2M7lcqm42Kdpr75b6aBWNiUVgucJapbiZCZ0aLtabnTkREtNIlg3FE92Tm2Hd7kZgJl/V5mjbjfOevdQ5orPolP1daOQYYLCMGy6ha4kdctLMU5TplmGyPF+lo8cBBEbUK+kFbriqZfsgOlVZdj1MmIiJaEVKpJLyTE5l2GfPVx+bGRhGPRip+Xa3BIKuOyYHk/kG0DYgA2RCc3T1szbiExKrzNx7+Nd56/GHEI+GSK8tPuvwqHH/ZJzm430KSibj8mZ3cswt73/o99r39BmLhg7eSV6md0OiPhcZwNFRqW9l/l86okYExV48Fzm5RhUzZO7rM0On5s01ERNSqYpEEvFNhuDNBs/z2mol4GW0HFkin41Cld0OFnYj49yKdOvg4oUqtlkGVnnXr0b12vdx3DK2CRsvqp81i7sAoXnngHnz4wrMlK+iKVuwiUDa06TgGypaRaGMrKprNyMpm86GzSMBf8WuKhU7tg6tyoTM5TjAwBIPZXNNzJyIiWqkSngiiu7xyDl7Mxaf85S0K0fVYYBBBM7GtsUNt0C75uVLrGmCwjBgso0ok5iK5NzCxTwXiZX2erteiJKX5JkZERFTTCkaeyfFM2wtlcFgEyEQlo2S8vPfoUgxmSyY0ltkGhmQVMntHp5z8oeURDvjx1qMPyTaZpSYA9CYzjr/0Spx0xaflqnJqDuK2WbSPmh7eh+n9ezEj9sP7ZDXBUtUeiqis0OjWQqPfAJW2/6ATdiabTobHXD1KC6s28bjXDIvTwIk+IiIiykmLKmdzEcyJFtrjQdleU7bTHg8iHkmWeY0TQyo+jFRiL5Dah2S8vACLRqdD56o1MmTWtWadsqClf5ALKBqMCCW98qut+Gj7c+J/dtHzvUccJVterjruRF5nNvB9iKhklq1qJveZcYVoqPKK5raOzkwrzbwKZ/2DrLJNRERUbbGX6bCsZibn6Pd4kC7nupzFXqhKDJYRg2VUlmQglmltqfR4Ts6VV+VE225UQmSy7KYTGgtXGhIREVVKhEtEa5G50ZGCthZzB8ZKtkgslwgftfUPyKpjsn2lCJMNDMHidHHwv4GJqlVvP/kofv/QrxD0uIue1+oN2HThJTjlU9fB1t6xLOdIpX+OvdOTcB8Yk6GxufEx+VhUDYj4fYf1WipNrwyTqXVrodJ0FP28ivaVIjgmA2Q9FrSJx71mmFgKn4iIiKoNxHuimD0QxOxoADMjfsyMBmSVM6QP/nnp5DRS8b0yaJZKjIs/Pay/2yKqI/UPyPsWee+S2fPepb7EQoiX79+Cna9uLxko6zvqGJx+3c1YtfkE/n9pUuLnNeCexexwpsJZrqXmSMkK2mVRqeDo7FLCZpnQmbKAbYDtcImIiCpcCBIfC8i5e9k6c58PSBy64rBKp4Z+tT3XOlPXZ4VKzWs2WhyDZcRgGZWUiiRkS0sZJtvtQXzi4O12stQ2/Xz/5iMc0Dq5AomIiKiS4ImsQJZtTZEZxHUfGJXVySplbe8orD6WqUZmstlrev5UX4lYDO898yRe+8198E1PFT2v1mix8dwLcMqnr4erp29ZznEligQDSnjswKiyjY3KKoKeiQNV/BzrodatzoTJVkOlzrSXUQGdgzb0rXeiY8CaC5PpjawOTERERPUTjyYxeyCQCZsFMD3ix/SwH6lk6emBdCqMVEJUZ52EClNIJyeRjJe3mHUhg8VSEDTL7kWIhdWWa0NM8+x/+w38/uFfy/bspQweswmnXXcLBjduYqCsRaVTKfhnZ+Rit5lhpcqZso0gEYtW9JoqlRrOnh45TpGrbja4Cm19/WyJS0REdBjS8RSiwz4lZLbbg9ioHyijs73KpIVxrSPXOlPbYeK1HBVgsIwYLKP5N5r9vlyQrOw3GqNWKZuZaW+p7eQbDRERUblSqSQ8ExOYzVYfGxvB7Mh+GUKpOHiSXQEsBmIH5iuQtfUNwmDOhFCoJYnvmY9efBavPHivDCGWGqw/6oyzcerVN6BjaPWynGNLVx/LBMiyj0U7maqorFCLKmSaTqi1yl6lFpU4NPLp9gErBo50of8opwyUGcyccCEiIqLGDJtN7PZidKcbYzvcmNrvl5UVFq1olvJAb5iF1eFFMjEB9/g+JKKVhVUErU4PV18/2voG4Ortg6u3H84ese/jApsyxWNRfPj8Nrzx8G9kgKgUUZnstGtvwsDRx9b9/KhxAmfeqUllYVxeW005vhGPV/SaIhQqfmaV6mZijENpq+ns6YVGy0U0REREh1NIRrTOTIgKw2XQ2PW5jmSioIzGwcqiK90Ag2XEYNnKlE6mET8QUPov7z780pjZNxKWxiQiIiovQOadnMgMsGZW84oB1vGxigdYBUdXd24lr1iRLwZYZQsJAyuGrvTvt12vvoSXf7UV0/v2lDxm3cmn4dRrbkDvEUfV/fyackX+3KysNCYqjimbeHwA3qkJGS6rhtFqh97cgXjEjnjcqQTJRKBMbSo4zmzXY90JnRjY0CaDZEYrg2RERETUfGKRBA587MHYTo8MmomqZgfrhmlx6TB4lBZtfTEkIjNyMY5oJy6qI4nW8NUwWqxwirBZT18ubCYf9/bJ51a6oMeNtx57CG8/8QjCi7RsX3PCyTjt2pvRd+SGup8fNVNF9gk5BiKqnGXHROYOjCGVrGxBnajKLaqZzbfUVEJnouqZWq0sxCEiIqJiSX8sFzIT+6S7vAUcorCM7FYm8gHrHFBzgeuKM8BgGTFYtjKIH8PEVEh5oxDbXi/SkTImwdSAflAEyRwySKYfskOlZfl4IiKigwXIxCRHdnWuMmBa+Qpdwd7ZjQ45UJq39Q9CZ2SAjA5+/bf3rdfxygNbcWDnhyWPGdp0PE675kYMHLOyW9WIfysxWSaqjbnzAmQeESCbGK+4pUv+xIdYVS8mP1x9A3B29yMStODAx8DYrsiik6lanRprju/EUaf1YHCDC2oNr8OJiIiotQS9Uex+Ywq7fj+F8V3egx4rKrZuOK0HR36iByabDkH33HzQbEy0Hlcei0BUtUQ1s2zoLBs2E3tHd09Lh87EdfHErp14+4mH8eELz5YM/ohr2w1nnI0Tr/g0utcesSznSa1RcVss3pmRQbP9yvjJyLC8HxOLeyquUNg/oITNRFvNIdFWcxVb4hIRES0iMRtGRBSgkUEzL1LBMuYwVJCFZ7JFaERBGrWewe5WN8BgGTFY1roSc5GC1HEqUN6Etq7XoqSORYnLNTcUinIAAQAASURBVHaoDSwrTUREVBQgm5qcrz4mQmSjw3CPjSIRj1UVIBNtK+UAqKhCxgAZ1YC4HRv98D288qut2P/OmyWP6TvyaJx6zY2y4kArB8yioVBe5bHMPvNxNBis+vVNdocMj8lWS30DuceOrh6oNRrMjPrx4Yvj2PHqBKLBxVfni/aWR53ag3UndEFv4rU4ERERrQwBdwS735jGrt9PYmJP6QpZguieMHRMmwzfrzmuA1pd4URWJBDA3AGlqlk2eCau98Q9XKWBlXwiWGbv6oazq0cGzRyZvfjY1tHZdC36xP3C+Mc7sPPlF7DzlRfhn5kueZzRasNxF1+O4y+5Eta29rqfJ60MiXhc/rxmg2bZ0JmoeoYKpxq1BkOuyrtS9X0IHQOr5M9rK9//EhERHQ7Rrr6oSE20jCI1GhX0QzYYM9kC/aANKi6ObTkDDJYRg2WtIxlQyleKRLH4pZ+ci5T1edp2Y65PsmGtAxqrfsnPlYiIqFkCZL6pqUwLS6X6mJicEBMT1QXIugqqj4nVtG0Dg9AbC1vfEdWaqD7wyoNbseu1l0s+37l6LU69+kasP/X0pm0hkojF4JkcL2hZKauPTRyoSfUKMSnh6u1XqleIvaheIba+AZistqLjI8E4Pn5tEh9uH8f0sH/R13V0mbDh9F4c+Ylu2Nv5u4CIiIhWNv+cCJlNyeuoqf2LX0OJEP4RJ3dhw6k96FnnOGhIRFRI8k1PyoUFSmXa7LXiAfhmpioOreRTqdSwdXQoYbOuHjhl8Kw7F0ATldAaIcgyHyZ7Hjtf3g7/bOkwmSAWSojqZMeccz50Bi56ouURj0UxNzY6Xx0+M0YjAqOV0ptMaO/PttLMLPAbHILV1d4QP6dERETLKZ1MITYayFQz8yC63wckD329rNJrZOGabPZA12ORC0OouQ0wWEYMljWvVCQh08LZX+jxiVBZn6e26WX/Y/kL/QgntE4OCBAR0comVq3LCmRjYoAyU4VsRGlhWU0LPLH6VbZgyK6KFdXI+gehN5lrev5Eh2tmeB9eefBe7Nj+PNLp4qoNIii18dyLcPTZ58Pe0YlGk0zE4ZuegmdiPK91pbL3iQoLVd6CytaV3T1w9fXD2dOHtkyATLRAKmeSIZVMYeRDNz56aRx73p5GKlH6fLQGDY44qQtHn9GL3kNMhBIRERGtVHPjQex4ZQI7X5lAwL34/Zm90yRbZYrKr/YO02FXSfJOTmRCZ0pVW7EwYW78AAKzM6gVEcyytnfAlts65d4uHnd0wtrWIcMutbwuFNMzAfcs3AfE9fKoDOXsfv3Vg4bJhKFNx+PkK6/G6uNOZBtBalixSBhzoyPKgsBc6Gz4kN/fB2MwWwqCZtnHZoeT92xERLRipWJJxPb7ZC5BtM+MjwWAMoZg1RYdDCKXkGmdqWkz8v20CQ0wWEYMljWPdDyF6LAvFySLjfqBMqq3q4xaWYnMmA2SddZ2cIKIiKipAmTTU7KVgmyLMrJfDj6KVa/VBsjyq4/JgUcGyKgJiAmz1359H95/9mmkkiVaM6pUGNq4CceccyHWf+L0un5PixZGovKYd2pCBsjkfnJC7v0zMyUDcYdFpYK9o2u+4pgMjymVyERVQdG68nDNHQjio5fH5cRnyLt4VcOetQ4cfWavDJXpjc3VKomIiIhouaRSaYztdGPHyxPY/eY0EgdpzdO33ilbZR5xYvWtxePRiHIdmrkWFY9F5TO5n5qsqpp1KRqdTrZYN9scMNntssqZ2CsfO6AzGiFHdlUqZYw3s88+TsZi8jp/7sBYbgFGPBIu6+/uPeIoHHnamTjytLPkNTFRs4qGQvNBs0zoTIwBBdxzFb+m0WZXxnwWhM7MdkdNz52IiKgZpEJxRPd4ZchMZBcS0+Vdb2qcBplXkLmFdU5obOyk1gwGGCwjBssaW2w8iMhHc0qJyX0+IHHoCTSVTg39ansu+avrs7LEJBERrbgAmWhlkqs+lt1EC8toFQGy9s7cwKGoPtYxICqRMUBGzc8/O4PXf/sA3nnqsUVDllq9QYbLjjn7fAxtPr7qVpmi1awIiCmTc+Nyoi4bHBMfR4NB1ILF6cq1rBTVx0QVMlGBTLQi0uqrH7gQrS53vT6JD1+awJS4Xl+Eya6XLZpEoMzVY6n67yUiIiJayWKRBPa8NY2PXpqQYbPFqiVodWqsOb5TVjIbOLoN6hqPkYp7T9Fu3TOVDZ5NyutZuU1OVBViqZfe9SJMdpYMlImFF0StTCxgmhGLDTPjRdngWcjrqfg1RSWzDjlWlKlWPygWHa6C0Wqt6bkTERE1sqQ3mguZiVxD8iCLbvNpu80wrlOK4xiPaoNKw0xDI2KwjBgsa3DuX32M4CsTBz9IDegH7bkykoZVdqi0LE9OREQrJUA2XbwKtcoAmWhNkl2FqlQfUx4bzAyQUWsTg+lvPf4wPnj+aTkRdrCwVlv/IExWG4w2G0yieoLNBqPVplRVsNqRTCYQ8rjlRFvQ40HIm//Yg6BnDqnk4lUmDofBYpmvOCaqj4kAWebxUgQ/RavL4Q/m5ETm3ncWb3Wp1qiwZnMHNpzei8GNbdBoeI1OREREVGv+uYisGCsqmXkmQ4seZ3HoceQnenDU6T1o76tP4CMei8oW7koV3gnZnk8s6lC2aQTmZuV9bT2Jdpxda9Zi/SfOwPpTRZiss65/P1EjCvm8uar2+aGzSMBf8WtaXW1oF5XNMhXOZJUzLk4kIqIVQMSDEjNhpXCOCJrt8SIVKtEtI4/KqEHf/3c6i+U0KAbLiMGyBhd6dxpzv/io6M91vRYlRCbKRK6xQ21gCx0iIloBAbKx/AE+0cJyRLYlqSZAJlpWFqwsHRiEwcxqQrSyiVu4Azs+lAGzHS89X7PqYdWwuNrg7O6Rlcac3b1wZB6L8JhoD1SPVu+y1eVLmVaXvsVX3XUO2WSY7MhTumG06pb8vIiIiIhIuYad3OeTAbOPX5tE9CCTV+J6TbTKFNdrpmVsvyOq+IrFF4HZ2VzQLOTzIezzIuz3ybCL2MuPRcClzKkWlUoNe1eXrNTr6huQiy7a+sTjflhd7XW5diZqhd8pYlFUdiGj3GfGpKKhyu+RRZtZZfxpPnDW1j8gQ59EREStKJ1KIz4elCEzUdUstteLdLxwcYXxmHZ0/MExy3aOdHAMlhGDZQ0uGYxj/G9fhqbNmCsDaVjrgMbKfsNERNR6xGWjGEiXq0RzK0XFAF6VAbK29tygnTJwl61AxgAZ0aEkYjHsefM1fPDc09j75us1qzK2kEang6OzWwbGZHBMBMh6lPCYo6t72QbZRatLMTEpAmVT+xdfrW6y6XDUqT0yUNbez5YnRERERMspGU9h33szMmS2/91ZpFKLVJhVqzB0bLtslbl6Uwc0usatMCtCaKKNn7g+l70/xX/plMyaib14IO6pVWo1bO2d0Oq4wIFoycau3LOYHc6MW+Wq6I8gHglX9qIqFZxdPbLCmRyzEvuBIRkM5c8yERG1mnQihdiwP9c6Mzbih/PKNbCe2b/cp0aLYLCMGCxrAklfFBq7YblPg4iIqOFXfea3GZjfBmG0MORBVAuiYsKO7c9h9KMPZNWEiKieEPDLKgrJeHzRz9NotTA7XLA4nTA7xV7Z8oNk4udXTII1gngsiX3vzMhA2f73Z9nqkoiIiKiJhf0xfPy6WCgwgenhxRcK6E1arD2hE+tP7sLAUS6oeW1HRIdZbV+0uZ0Z3Y+ZYWW8S9lGkIhFK3pNcY/s6ulT2mgOKhXORMV9UblbrdHU/GsgIiJaDqmoUmmYHdoaF4NlxGAZERERLSkROMkGx7IVyMReBFIqJQIobaLymAiOZdtY9g/CaGWAjGgpS5YnkykkMyErg2n+Rl/c8iWiUYQDok2PEjZTqzW5AJnBYmn4djviaxv5YE6Gyfa+PYN4dPHKbGx1SURERNScZg8EZBWzna9MIOiNHbQa7boTu7D+5G70rnNApW7sa1kiauzAmXdqcn5MTI6R7cfcgVEkE4u37D0YsXhLVDNTgmaZwNngkKz2Le7FiYiIiGqJwTJisIyIiIhqQlQamxnJBscyQbKR/bIyWaVEIEVWHROrMkV4LFOFjAEyouokYkkE3FEE3BG5989FCj6OhRNIJtNIJUSQLCUrdi1sH2R1GdCz1pHbOgat0GjVTReWO7DLg52vTWL3G1OIBhcf1GerSyIiIqLWIa5tRz+akyGzPW9OIxFPLXqsxWnAESd3Yf1J3ehaZWPIjIhqIpVMwj1xQKnkn6lwJsbR3ONjMoxWCa3egLb+vMDZkGipuQq2js6GX+xFREREjYvBMmKwjIiIiA5LLBJWSvlngmNy4Gt0GIHZmYpf02izoyNTeawjb6WlyWav6bkTrRTiFizsj8M7FYJ3JgzvdBjeqTB8M8omnqs1jU4tJ9p61jjQs84hKzuYbHo0Yqhu5CM39r09jb3vziLsW7xShVavxprjOmVlMra6JCIiImpNYlHF3rensfO1KYx+OFe0oCKfxaHH6s0dchvY4IJW11yVgcKBGDyTYURDcaSSabnQQuxTojKx3Ct/Ju4nRGtQo1kHg1kLg9hblI/FdT8RLZ1EPC7DZUp1M9FKU6ly5pmcEDf7Fb2m3mRCe79YuLlKGX8T+4EhWFxtDJwRERHRITFYRgyWERERUUnxWBRzY6O51pXZAS3f9GTFr2kwWwpK9Gcfmx1ODmQRHSYx4SUqjPlEaGzBJv7sYK0c60IF9Kyxy0m3NZs74eo1L9vPecgXw753Z7DvnRnZ7vJgFSnUGhWGNrbLMJk4d52huSYLiYiIiKi64JWoYCbao4997AEOMrOhNWgwdHQb1hzXgVXHtjfMogpRcVgsJnFPhOCZDME9GYJnIij3B6vQWy6tTg2DRScr+lqdBlnRLbtlPxbVjUUwjff5RLUTj0aUcbpMZbPs3jc9VfFrGi1WpUtAQUvNVTDbHTU9dyIiImpuAwyWEYNlREREK1syEcfcgeKVkN7JSaTTlZXe1xmMBcExsQpSDExZ29o5sEx0uOGxuQg8U2JSKDxfgUxUH5sNyxaVNaECzHY9rC4jbC4DDFadbGspN41KViUQgavsn4nQ2uQ+HyZ2e2Voqxz2ThPWbOrA6uM60HuEY0mrf8VjSUwP+zG+y4N978xiYq/3oJOC4usfOMqF9ad0Y+3xnTBadEt2bkRERETUHIKeKHb9fgofvz6Jyb2+gx4rbnNF1d7+I11y373aXpdrSnG/4J4IyvMT1+diP3cgKKuOLTcRvLO1GWHvMMLebpJ7W/v8Y1EFjYiqFwuHMDs6gpnR/fNjeyP7EXDPVfyaYgFoLmiWt0BUBNGIiIho5RlgsIwYLCMiIloZUskk3OMHMsGxTAWy0WFZXj+dqixAptXp0dY/OF9GPzPgZO/ohErN9hhE5RC3SyKc5c2Ex0RVARkkmxLVx0I1CY+p1CrY2gxwdJpg7zTLxzJEltmLqgIiMFbJuftnIzK4NbHbh4k9XsyMBg45kSXa6YiqYGLCra3XAlevBRanvqLgqTgHUZFhYo8Pk3u8mNjrw+xo4KAtjAQRlOs/yoU1mzuw9oROWByGw/67iYiIiGhlENebogLu3rdncGCn55DXmoKrx4yetUqbeNEuXnwsrssrJf5OEXYTCyiyIbKp/T7EI8tcqbhC4p4gGzSz5YXPsh/r9KwcTFSNSCCQCZsVVjgL+7wVv6ZYMJofNMuOA+qNppqeOxERETUWBsuIwTIiIqIWk0ol4Z2aVAaNZAUyZeDIfWAUyURlbS/UGi3a+geKBo8cXd1QqznYS1SOSDAuA2Oi2lg2PJZ9XIu2lSIYJqqCOfK27MdiwmYpK4Tlk9XM9nqx771ZOfEm2nKWQ7TKaes154JmbX0W+WfxcBKxSAKxiLIXE2fZj4NuEWrzIRKIlz15JdoUrTmuE0PHtMnXJyIiIiI6HNFQHMPvz2HvOzPY/94sYuFE2dei4hpXVDLLbVad/HOxFx+LNuwiPBZwR+Gfi8i9qGDsd0cQ9MQqqkRmduhlqM3ZbYGr2wxnj1lWK5YViTVqGXYTj+c3de7rjIYSmS0u22hGsn8WjMvFMeL8xPmG/LGDVwiugGi1ae/Iu7/pMmf2JvlvxWroRJUJeT0FHQuy44bRYLDi17R3ds8vOs10LRDjiDo9F3ARERG1ggEGy4jBMiIiouYkqoz5ZqZzA0DZCmRzoyNIxMtrTbeQqDLm6u3PDAJlVx6ugrOnFxotAxhE5YSqRJUxWXlMBMfyqo+VG346GJ1Rk5lYmZ9UcYjJli6TrLhVTQWEpSBuBd0TIex7R6nucMiWlEtAVD1Ys7mzLi04iYiIiGhlSSZTGP/YI0NmIx+64R6vPJhRLRFK61ptU6oC91nh7DbLIFk9FlOIf4eQNyZDZjIY58kE4mYj8IltJiwDabUivqbc/VD2/ijzWITmGDojOvx796B7riBoJiudjQ4jHilvsdhCKpUazp6eopaarr5+aLRshUtERNRMBhgsIwbLiIiIGpu4lAq4ZzE7rATHsoM8s6MjFQ/uQKWCs7snFxzLhshEqEyr4+AO0cEkEyLUKYJj+ZXHlDCZmESpReUxMSni7BJVBZSV+cpjs1y138yTJKKqwf73Mi2Ednlk1YNa0ujU6Fplk62Gutfa0b3aAauLK6SJiIiIqD5EZS/RolK0iBeVdUWrdlFpt9bELUFbv1WGyLrXiOteu6z6q26whSb5ouEE/LNh+GaUoJkInPkze7ElalDFWdAalMU4zlzwbH5RTiMuxiFq9DFJ/8y0HIus1aJWtUYjxx8XdkVwdvfK54iIiKjxMFhGDJYRERE1CHHJJMrRF6wMzITIoqEalqMfGFLK0RuMNT1/olaSSqXlCvuFrStFmExMflR7hyMmM+ztRhkWmw+RKY9tLuOKmOwQv/PC/jjmxoOysoPYzx0Iwj0RlH++KJVSjUFv1Mq2QR0DVvSsdcgJtfYBKyuSEREREVHDEK0rxXWuCJqJwJmo5CUqGUeCorVk/KChM61ODWubUS6UEHtbZu/sMqFzyC6viVvp3kD8u8jQ2WxYqXQ2E4Z3WgTRlI9rMcskFqLkWmvmt9fsNMl/20YO5hE1klQqCe/UZNH45dzYKFLJyhaQiU4JbX0DyvilDJwp45iOrm7ZYYGIiIiWD4NlxGAZERHRMgj7fbmS8srgi1j5N4yI31fxa1rb2gtKy4sVf+Kx3miq6bkTtVqwyTMZnK8+NhmSkxciTCYqk1VLTALJimPdourYfIDM1m6UlcmotLA/JltoipY6IkCmNypBMtEKVKfXrIjgHRERERG1PnG9K6r4yrBZKI54NAmzTQ9bmxEGi7apqxXXkrg3E+EyufBH3K9l7tm80yH4ZyJyYVC1xP2ZXVQ6W7DwR+zZXpOoPMlEAp6J8dxYZzZ05p44gHSqsjEWrcGA9v7BojFPW3snfy6JiIjqhMEyYrCMiIhoCYlKYyIwlj+YIlbwBT3uil/T7HDmVSBTVvC1DwzCaLHW9NyJWkUsklCqjsl2lYVbLdrSiPaUor2KaFspJx865ychRAiKiIiIiIiIlkYqmYJ/LipDZkrYLBs8C8E7E0YqUf30lKgOt7DStHzcZYbRqqvJ10HUyhLxONwHRuUCW9lOM1PpzDM1IVb9VfSaepNZjocqgbNslbMhWJwuBs6IiIhqjMEyYrCMiIioBuKRSK6FpRwkyTwOzM5U/JpGq61kBTKz3VHTcydqlckEn1jBng2NyQpkQXgmwwh6olW/vqiUpUwcmOCQ1ceUTUwoGC2cSCAiIiIiImo0opKZuB+UIbNclTOl0pl4nIhXX6VaVJbLvz9UqlUrj0XVZSJaXDwake0zZ3JhM2Vc1T8zXdV4av5YanZsleOpRERElWOwjBgsIyIiOgzxWFQOeGSDY2LAQzz2Tk1W/JpihV1usGMgU4lscJWsTMYVdkSLtK6cDMOdbV2ZmSRIJdNVtz6ZX4VuUlpYZiYE2PqEiIiIiIiote4vQ95Yrr2mcm+pVLoWe9F+s1riPnJhhTOHuNfsNEGrY3VrosVEQyE53pobf83sg+65mnaAEB8bzJaanjsREVErGmCwjBgsIyIiKpZMiBLtYwWDF2LvmZhAOl3Z4KLOYJQl2pUBjPkAmbWtnYEVonq1rlQBtjajsoo8s5LclRnot7YZoVbzZ5GIiIiIiGglS6fS8Lsjyn1pXuBMbL6ZiHy+6vtSl7GowpnY2zqM0GjUtfpSiFpKOODPLfLNttMU+7DfV/FrWts75sdps5XOBoagMxpreu5ERETNbIDBMmKwjIiIVrJUMgn3xAFlQGJ4fmDCM3FAPlcJjU6H9n4xIDE/GCFWwNk7uqBSc3CQqB6tK0V7SiU8lhmozxus58pwIiIiIiIiqkQymYJ/JpKrbKbczypbwB0FqpwNE4udRLhM3sN25lXT7jbD6jRAxcVQREVCXk+mneZwrp2m2EdDwYpf09HVnddSU1kc3NY3AK1eX9NzJyIiagYDDJYRg2VERLQSpFJJ2a5SrGTLb2M5d2AUyUSiotdUa7Ro6+ufr0A2pOwd3T1QqxlcIVry1pU6NZy51pV5W5cZRquuZl8HERERERER0aEkYkl5r5tf4Sxb8Szki1X9+uIeWLTRVO6BM4GzzAIq0XaT1fCJCsekAu5ZzA4rQbNsNwoxNhyPRip6TZVKDWdPrxI4G8ouJl4FV28fNFqOQxERUesaYLCMGCwjIqJWIi47/DPTmVVq8xXI5sZGkYhVVgVJVBlz9fTlVSATq9SG4OwRgwbamn8NRE3bujK7UnsJWlfKdpX5rSu7TbJ1CFdrExERERERUaOLhRMydJYfNss+joYqW/CYT2fUKIGzLtP8vXOPCJ2ZYTBx7IooK51KwZcZO85vqTk7NoxkPF7Ra6o1Grh6M4uPxfjxgFLlzNnDxcdERNQaBhgsIwbLiIioqVedjRSuOBMr0OKRcGUvqlLB2dWTGwTIViJziTLnOq46o5WtqHVlLkTG1pVERERERERElYoE4rkKZ4XtNcNIRKtcrAXAZNcr1b4z99m5++1Ok6yCRkSZbheTE7mgWXa8ee7AGFLJysKfGp0Obf2DSqeLbOhscBXsHV1yITMREVGzGGCwjBgsIyKiRhfyejIVyER4TClfPju6H9FgsOLXtHd25cqVZ/dt/QPQGYw1PXeiZiIu20V7DtGqMr91pdh8onVliq0riYiIiIiIiOp5j56rcJYXOBP36MlEqqrXF50zbe3G4sAZK4QT5SQTCXgmDhSNTXvGDyCdruxnUIw/tw8M5rpiKKGzVbC2tbOlLRERNSQGy4jBMiIiahjhgF+5ORc36aOZVpYjwwj7fRW/prghV4Jj2QpkIkg2CL3JXNNzJ2ombF1JRERERERE1LzEwq/AXGS+pWZmgZjY+2fCqHZWLn9hWPbePltl3GTV1+rLIGpaiVgMcwdGc0GzbIUzUfWsUmK8Wi6CHixcDG12OBk4IyKiZcVgGTFYRkREdRcNhTLBsbwKZCP7EfS4K35NcYMtw2MyODZ/8220Wmt67kRN1bpyJlIYHBOPJ0IIemNVv76oMKYMLOe1rhQBsk62riQiIiIiIiJaLqKSmW8ms5gsEzbLjguICmjVMli0BRXOsoEzR5cZOj3HA2hli0cimB0byQXNsgun/bPTFb+m0Wafb6eZHfceHILJZq/puRMRES2GwTJisIyIiJb2RlrcQMvWlTW6kbba5oNjYvVW5qbabHfU9NyJmq11pXtCaYexJK0rCwaLlc1oYetKIiIiIiIiomYSCycKK5zJNpshuCdDiFdbwVx0DnAZCsYQHJkxBXu7EWqNuiZfA1EzioaCBePj2eBZNQutLU5X4Ti5XGi9CgYzO3UQEVFtMVhGDJYREVHNSn8rN8bzFci8U5MVv6beZCpchSUqkQ0OyRtmlv6mld66UoTIxMDvUrSuFHul1QVbV9LSSCcSiH78MWL79iEVjiAdiyIdjSIVjcm9+DgVUf5M43TCeMwxMB67Ebr+fv7+JyIiIqKWlE6l5PVxbHgYKo0GKp1u0U3jckFtMi33KVMLL1zLBs6ylc68YuFasrppPrVGBXtHXsXz7CK2bjPMdj3v9WjFCvt9uaBZdkxdPI4E/BW/pq29s6idZnv/IHRGY03PnYiIVo4BBsuIwTIiIipXMhGH+8BY3k2uUonMMzGOdDpV0WtqDQa09y9cWTUEW3sHB5VoRWHrSmpF4lYwPjyM8DvvIvLeu8r+ww+RjkQO+7U0DgeMGzfObwybEREREVETSieTiO3Zg/D77yPywQeIvP8Boh9+iFQoVN4LqNXQr10DU/618YYNUFssS33qtILHK/xzkaLAmdgH5qJVv77OoCkZOBOtNQ0mbU2+BqKmC3p6PQWLuLOVzmLhMt8rFlKp4OjqzgXNsl1A2voGoNXra/0lEBFRixlgsIwYLCMiooVSySQ8k+NFpbnd42PyuUpodDq09Q/mblo7MiEye0cXVGqWwqeVoe6tK3vm20+wdSXVq9JC5N13EXj2OYTffhvh995Dyutdsr9PVDSznn8+HFdfDfMpJ/P9hIiIiIga8j4w8s478D38iLxGjnz0UUULLQ5KpYJ+7VpZ7dd07EaYTzsNhiOP5CIMWnLxWLKgwro3FzwLIxKMV/36Jru+IGyWa7HZYZJjIEQr7f3EPztT3FJzbBiJaGUhT5VKDWdvX9GYvbOnDxotg51ERKRgsIwYLCMiWuEBANGuMr/MttiLtpbJRKKi11RrtGjr65ern+YrkImb0R6o1ayKRCvDUreutLcbM+0q51tXihCZ1Wlg60qqu1Q4jOBLL8H/9NMIPPMskjMzFb+WbO9jMCibTofE9DRQZqBZVC9zfPrTcFz9aeiHhio+ByIiIiKiWoiNjsL7m9/A95vfyjaX9abt7YX13HNgPe88WE47DWq2QKM6iwTixVXZJ8NyfCQRr6zzQZbITNrE2Ehe2Cy7cWyEVuQY//QUZkf3Y2ZYWSA+kx3jj8erHuPP7zTi6OYYPxHRSjTAYBkxWEZEtEJWM81MY2a0sALZ7OgIErEKVzOp1XLlkljFJIJjXM1EK03dWlf2LGgFwdaV1ADik1MIPPMMAk8/jeDLLyNdxspYlV4Pw9EbYNq0GaZNx8pqCmqHA+pskEyvL6o4lopEEP3oI6VN0PuiTdD7iO7adciwmemkk2TAzH7ZZdDYbFV/vURERERE5Uh6vfA9+pgMlIV///tDHi+ugw0bjlIqjW3cqFQZ02qRjsdLb9Eoovv2yeticX2cnJ0t67zE3yPCZdbzzoX13HOh6+urwVdLVJl0Ko2AJ1oUOBN7/0wY1c4o5qq55y/IywTQxFgL0UrrSpKdD8guLq+mK4lWp5ddSeYXlGe7knSyijwRUQsbYLCMGCwjImod4i036J7LBcdmRpSbRVEOOxYOV/aiKhWcXT0FN4tia+sbgFavr/WXQNRQ2LqSaJ6oHuZ75FH4fvc72cLnUPRHrINp83Ewbd4E47GbYDxyvQyPVUuGzXbskGEzEW4LvvAikEotOoFmu/QStH/hC3KyjoiIiIhoScZiXtwOz733yoUXIgC2GOOmTTBt3gzjxo0wbjwGhrVrZaXeSv/exORkJmT2fm4xRjkVhA0bNsB++eWwX3E59IODFf39REshmRCL+JSxF/dktrWm8rEYn6mWwaKdr3CWV+nM0WWCTs9FfLQyJBNxuA+M5XUxEQvQ98MzMYF0urJqgjqDUc4fZINmsrXm0CpYXe1sy0xE1AIGGCwjBsuIiJpTyOuRN31KiGy+xHU0GKz4NW0dnQUrjcTW1j8gbwyJVkrrSjFwKfZL0boy15qBrSupmSouPP44fL97GKFXX100wCWICTHzqafCesH5sJ13Xt2qIIjqab6Hfgvvgw8i+vGuRY+znHEG2v/kj2E+/XQOahIRERFR1dKxGLwPP4y5//oxojt3LnqcftUq2D99FRxXXQX9wMDSnlM6jdjefQg8+6zcQq+/DiQSB/0cEXazX3EF7JdfBl1Pz5KeH1E1YuGEUt0sUy0+t/hvKoR4tWM3AKwuQ0HgTITNxF6M6ag1rMRErS8ei2JubFTpdCIDZ8qcg3dqsuLXNJgtaM8GzeR8gzLvYHY4a3ruRES0tBgsIwbLiIgaXDjgV6qOZYJjsnT16DDCPm/Fr2l1teVu5JQ2liJMNgi9yVzTcydqJMlkCv6FrSsz21K0rnR1W+DoNrF1JTWdVCgE/9PbZGWywAsvAAepuKBxuWQrHREms5xxJjRWC5aLuO0UFRpEwMz30ENIejwljzMcczTa//iPYb/0UtlmiIiIiIjocCR9Pni2bsXcz/4fElNTJY/ROJ0yrOX49FUwbt68bAsbkn6/rKYm29g/9xySc3OHbCkvqpiJa2VtR0fdzpOoVtXmRUvN/AWDXlFtPlndFKVao5JjO45cpbNM5fluM8x2PRcuUcuLRcKYGx0paKcpHgfmymvHXIrJZlfmJPK7pAyugslqq+m5ExFRbTBYRgyWERE1iGgoNB8ey9uL1paVEit/sq0rczdqA6tgtFpreu5EjTaYmAuNLUnrSjF4aGLrSmop6VQKoddeh/dXv5IVytKh0KLHaru7Zdsc2yWXwHTcZqg0moasHuF/9ll4tt6L4PPPlzxG19+Ptj/8QzivuxZqk6nu50hEREREzSU+NibDZKLlpViMUUSrhe3CC2WYzHrWWTVpA1/ra/7Iu+8qi0gefQTx/cOLH6xWy4q/jk9/GraLLuT1MjWtlFhkOBeRgbNsdbPsOFHAHa369XVGTV5rzfnAmfgzvYkLmai1RYIBuQh+fi5DaaspOq1UyuJqK+iokp3bMJi5IJ6IaDkxWEYMlhER1Vk8EsHs2EheBTLlhss/O13xaxot1rwKZNkQ2SqY7Y6anjtRo2DrSqLaiI2OyQpfYosf5F5AVFywXXop7FdeAfPJJ0Olbp42IJEdOzD7n/8p23kimSz5tbV94fNwffZzy1pxjYiIiIgaU/TjjzHzL/8K36OPlryeVFutcN50I9o+97mmaSWZrfbre+Rh+B5+BInx8UWPVVss8l5AhMzMpzTXvQDRwcRjydzYkgicefPGmKKhg7eQLYfJrocrEzhz5LfY7DDJhYtErSrk8xZ2X8nMgYggWqVsHZ157TSVra1/ADqDsabnTkREpTFYRgyWEREtkUQshrkDo0pwLK8CmXdqUozgVfSaepMpb7XOfKloi9PFsuvUuq0rF6worWXrSjHApwzusXUlrbBWl088Ac8Dv0LolVcWPU5tNsN60YVwXHmlrFag0ulaoMLEz+C+976SFdk0Dgfa/viP0XbrZ+TkGRERERGtbJGdOzHzox/B/+hjJcdxtL29aPuDP4DzhuuhaeLK8KKSWfitt+F7+GH4HnsUyemZRY/V9vXCcdVVMmRmWLOmrudJVE+RQLxwLCr7eCqMZDxV1WuLIVybWNDYbZmviJ9Z2MgFjdSqRFQg6HHPB81kdTNlviQWDlf2oioVnF098+00ReBsYAiuvgFom3wMi4io0TBYRgyWERFVKZmIwz1+IHcjlL058kyMI52ubKBBazCgvV/cEGVW4cjVOEOwtXcyQEat3boyr30lW1cS1fZnLfzmm/A88AD8jzyKVDC4eMubs86E85prYD3vvJZseZP0eODeskW2MUrOFbeb1rhcaP+TP4brlltkuI6IiIiIVpZDBcoMxxyN9j/8I9gvu7TpF18slE4mEXrtNXh/+1v59S963yCqMR13HBzXXQv7FVey8i+tGOlUGgFPdEHgLCz3/plwpWuJF4xjFYbNspX0xQJJolYcrxKdXOYDZ9n9CBKxytrVisqarp6+TNhMdHhRKpw5e3qh0bJFLRFRJRgsIwbLiIjKlEom4Zkcz93kiCpkohqZe3xMPlcJjU6Htr6BTAWyIXQMKZXIHJ1dbC1ALd+6MjsAF2frSqIlEx8fh/fXv4H3V79CbP/+RY/Tr1kDx7XXwHHVp6Hr7sJKkIpE5L/LzL/9e8nWP5r2drT/yZ/AdfNNLRmwIyIiIqISgbK7RKDs0ZLPiyq+7f/tT2E+9dQVsegvFQ7D/9TT8P761wi++CKQKr14UmUywX7ZZXBefx1MJ564Iv5tiEoRlcy8M4WtNbOLJ8WiymoZLNpMa02l+r58LCrxi8r7elbep9aSSiXhm5rKzcFk22mKDjHJRGWtatUarWyfmesIk6l05ujqhlrNnyEiooNhsIwYLCMiKtECwDs9lbtZya6UkTct8XhFr6nWaODq7Veqj4kbFtnGchWc3T3yOaJWwNaVRI0TmPI/9RS8D/wKwe3bF22/rLZaYb/ySjivuRrG445bsRNAqVgMnvvuw+y//CsSU1NFz2s6O9Dxp38K5803Q63XL8s5EhEREdHSiX78MaZ/eNfigbKzzkLHV74M8wknYKWKT03B99Dv4H3wQUR37lz0OP3q1bKKmfPqq6Ht7KzrORI1smhYLLgsrtYvtni0+gWXNpexZLV+a5sRai64pBYiFvi7Jw4olc2G5yucicX/Yl6nElqdHm0Dg5muMUp1M7HZOtg9hogoi8EyYrCMiFasRcssj40gEa2wzLJKDWdvX651ZbYSmau3Dxoty5VT86tr68r86mNsXUl0SOH33ofnvnvh+93DSPn9pQ9SqWA5/XQ4rr0WtosuhNporPdpNqxUNArP1nsx+2//hsT0dNHzur4+dHz9a3B86lNQMRRORERE1PRiIyOY/v734fvtQyUXYzBQVlrko49k5V/vb36LpNtd+iCNBtZzz5VVzKznnAMVW48RlTfOlhljEyE0rxhnS1Y5zqZVw1HQWlOMt1nkXoyzMTRDrSIRj8twmVIoYBizo0rBAM/kxKILLg9FZzQVzfOIvcXVxp8dIlpxBhgsIwbLiKjVibehoHsuUzY5GyJTgmSxcLiyF1WpZInk3A1FZjWLaGupZTUTaqHWle7JIDyT4aVvXZnZ2LqS6PAk/X74HnoI7nvvRfSDDxc9TrdqCM5rRKvLq2RAig5e8c1zzz2Y+ff/QHJmpuh5w5FHovPPviknyjiQSERERNR84pNTmPmXH8Fz731AiXZaDJSVJx2Lwf/0Nnjuvx/BF15YdOJeVAAWFczE4hbDmjV1P0+iZpUSnQHmInBPKGNyyjidEjoLuCtbFJ3PYNYWLeqUrTW7TNCxtSa1iHg0grmx0fmiApm9b7q4Yn25DBZLQdCsfWAVOoZWwWx31PTciYgaCYNlxGAZEbWUkM+bKYGcV4FsZBiRYKDi1xQlj/PLIIsbhvb+QehY5YVarHWlHJxi60qihidur8JvvgXPvffC9+ijSC8SklabzbBdfhmc114L04knMgR1mFLhMNx3b8Hsv/97yUoMppNPQtef/zknHImIiIiaRMLtxux//AfcP/8F0iUq1VvOPBMdX/0Kr+8qEB8fh0dUMbv/AcTHxhY9znTSSXBedx3sl10q71eIqDKifaYYy8tWNxNjetmFobFwcWD2cFnbDMULQrvMsLWztSa1hlg4hNnREcyIeaRslbOR/Qi45yp+TZPdURg4E5XOBlbBaLXW9NyJiJYDg2XEYBkRNaVIIFB40Z8JkYV93opfU5QwLlxpMiQ3Awe6qIktdetKrU6U1F/QujIz2MTWlUS1nwjz/eY3sjpZbNfuRY8zn3IKHNddC/sll3CypgaSgQDm/uvHmP3JT5AOhYqet150Ibq++U0Y1q1blvMjIiIiooNLBoKY+9lP5TVdKhAoGXbq+ub/gPnkk5fl/FpJOpVC6JVX4LnvfvifeEJWNStFbbHAfsUVslWmcfNmLoIhquVCNH88FzrLHwv0ToeQSlQ3DqjWquDozCwg7RHVzZRxQLGwVCww5c8ytc68U2GFs2rmnayutkzRgkzxggEx9zQIvYljdkTUPAYYLCMGy4iokUVDYuXIfHBMPq7FypFcBTJlLwJkJqutpudO1HKtKxeUxmfrSqI6hUNfeVVWJzvYxIymvR3Oa66G8/rroV+9uu7nuRIkZmYwc9eP4N66tbhlkloNx7XXoPOrX4Wup2e5TpGIiIiI8ohrZ/c9WzHzox8hOVc8jmQ4+mgZKLOcfTbDEEsg6fHA+9DvZKvM6IcfLnqc4aij4LzxBjiuugoaG8fmiJaKWFzqn40ooTPRXjMvfFar1poiaCZCZsoCVIvciz9ja01qdiGvJ1PgYH9B4CwaDFb8mvbOrqJCB20Dg9DpDTU9dyKiWmCwjBgsI6KG6nUvLsaV9pX7MTM6DP/MdG173Q8Owexw1vTciVqxdaUcBOoSj9m6kmi5QkyilYznvvsQ3z9c+iCVSrbrcd5wA2znnweVXl/v01yRYvv3Y/qfvwffww8XPacyGOD67K3o+NM/hcbJ6w0iIiKi5SCmI/yPPoqpf/q/iA8XX0uLhRid3/g6bJdeCpVavSznuNJEPvhAVjHzPvQQUj5fyWNURqOsYua66UZWMSOqs3gsKVtqLlysKvbRUA1aa7oMJRasmmBrN7G1JjX19UbQPVcQNJOVzkaHEY+EK3tRlQrO7p6C+SxRGKGtrx8aLbuDENHyYbCMGCwjorpKxGKYOzBaUIFM7L1Tk+JKvKLX1BlNRRXIxMeitSUHoajZsHUl0cqVTiYR3L4dnq33wr9tW3FVrAxtV5dsdem87nroB/rrfp6kCL//Pqa/+08Ivvhi0XNqux3tf/onaPvsZ6E2mZbl/IiIiIhWouArr2LqH/4BkXffLXpO29uLzq98GY6rr4ZKq12W81vpUpEI/E88KauYhV5+edHjWMWMqHHGKSOBeEHQTIbPxOOpGrXW7CgeoxR7k42tNal520L7Z2eKiijMjY4gEa9scbhao4Gzp2++kMKQsnf19MnniIiWGoNlxGAZES2JZCIB9/hYJjg2nLt49owfQDqdqug1tXqD7D2fq0A2qOxt7Z28yaSmw9aVRJQVn5qC9/774bn3PsQPHCh9kFoN67nnyupk1nPO5kRYAwm+9BKm/vG7iLz3XskQYMdXvwLntdfy/xkRERHREors3Inpf/wuAs8+W/ScxuFA+xe/CNdnboHawPZSjSI2PCzvgTwPPIDk7GzJY1jFjKhxicWvgTmls0Kuq0Kmw0JgrvrWmnqTFs4uE5w9C8Y3RWtNA4M01HxSKVEZcHK+slmm8ILo5JNKVlYZUKPVoq1vIFN0YVWu6IKjq5tVWYmophgsIwbLiKjqi2HPxMR8b/nMBbF7/EB1F8P9+QEyXgxTa7WuFPtQDVpXipV7SrvK+daVYoDF3mlk60qiJli9GNz+Ejz33AP/00+LXxglj9P19cF5w/VwXHstdN3ddT9POox2S489hql/+qeSrUv1a9ag85v/A7aLL+ZkGBEREVENxScmMP3978P7qwfFIFVRm/K2P/gc2kWbcrt92c6RDi4di8H/9DZ4tm6VFZwXwypmRM3WWjO8oNJZbVtrKh0ZlDFRhwigiTHRdiPUGs4fUPMVafBMjGeCZvPzbO6JA3L8sBJagwHt/YPzFc4yhRpYpIGIKsVgGTFYRkRlERew3umpzIXtfAWyubERJOPxil5TlOh19fbngmPZCmTO7l6W76WmUb/WlQvaV7J1JVFTSszOyhX5ot1lfGSk9EFaLWwXXiirk1nOOJ2h6iaSjsdlW5/pH/4QyemZoudNJ5yA7ttvg+n445fl/IiIiIhaRdLvx+y//wfmfvpTpKMLKuOoVLLdZefXvwZdb+9ynSJVgFXMiFpfOBAr6t4g9iKIlkxUFqLJUmtUcHSa5FiqXISbG0+1sLUmNZ1EPA73gdFcZbNs4MwzNSEmJSp6Tb3JJINm7QPZCmfKnJzF6eLPBxEdFINlxGAZERVX3JidyQXHciV5x4aRWDhQVyaVSg1nT29B73cRJHP19UOjZTCGmgNbVxJRVQHUV16F+54t8D/5FLBIIFs3NASXWIF/zTXQtrfX/TypdlKhEOZ+9jPM/sd/IhUIFD1vu/wydP3Zn0E/OLgs50dERETUrFKxGDxbtmDmrh8h6fEUPW859xx0/dmfw3jUkctyflQbrGJGtIJba+YqnIWVxxMh+N0RoMqZZr1RUzDmmh2DFdXO9EZtrb4MoiUXj0Zk+0wxb6eEzZS5PP/MdMWvabRYM+00h/IKQayC2e6o6bkTUfMaYLCMGCwjWpnEr+agx53Xy30+SBYLhyp+XdGuMnvhmW1jKXq8a/X6mp4/0VK3rhTtKsXgxVK0rlw4gMHWlUStKeF2y5Y8YjIktm/fQauTidX25tNOY3WyFvwemP3Xf4P7F7+Q1cwK6HRou/VWdHzxv0PjdC7XKRIRERE1TSV93yOPYPqf/i/iJcawjccei67/+T9hOe3UZTk/WjqsYkZECdFaczqvteZEttJZGJFgZd1U8lkcejh7Fiz47TLD3sHWmtQ8oqHQfGWzvH3QPVfxa5odTiVslq1wluk8JIJoRLSyDKyEYNn27dvxk5/8BC+88ELuixRf+FlnnYUvfOELOOOMM5b8HHw+Hx588EHcf//9+Oijj3DgwAHEYjG0t7fjyCOPlOdywQUX4Mwzz4TBYEA9MVhG1PpCPm9eBbJMK8vRYUQC/opfU/Riz5bJzfVo7x+Ezmis6bkT1aV1ZaZ95VK0rhRl1x1sXUm0on7HhH//e7i33AP/Y48Vh4kydP39stWl87proe3srPt5Un3FRkcx/d1/gu/hh4ueUzsc6PjSF+H6zGegZhCfiIiIqEjw5Zcx9ff/gMj77xc9pxsYQNeffRO2yy7jIo2VUMVs2zPw3HMPq5gRUU4kEM9VOROLg8UiYfmxaK0Zr7K1ploFe6cpL2w2/9hs1zPESk0hHPDnzQsqVc7E44jfV/FrWtvaC+cGZfhsCHqjqabnTkSNo6WDZcFgEF//+tfxX//1Xwc97o/+6I/wve99DxaLZUnO4xe/+AW++c1vYnr60CUo7733Xlx//fWoJwbLiFpHJBjIq0A2vw95i1sDlMviasu1rsyVwh0YgsG8NL8ziWrZujK3iq3GrSvFmIGNrSuJKE/S64X317+G+56tiO3eXfogjQbW886D6+abYDnjDKg0rFS40oTffhuT3/l7GT5cSDc4iK4//zPYLr2Ug9NEREREYpxr505M/cM/IPjc80XPaVwudHzpS/LaWsVw/ooTGxmBZ+u95VUxu/EGGI87jtfYRCtMOpWWLTS9k+GizhT+uepba+pEa82CcWGxwNjC1prUPIvvvZ7MPOJwQWGKaChY8evaO7vn22lmgmdt/QPQ6etbVIeIaq9lg2XJZBJXXHEFHn/88dyfmUwmbNy4EVqtFh988IGsIpZ16aWX4ne/+x00NZ7c+cY3viFDa/kGBwflptfrMTU1hZ07dyKRSMjnGCwjonKIVpWzoyOYGc30T89c+AWqKGlrstnzVhbM91I3WbmyjxrXcrWudHSaoNFxJTTRSierk731Fjz3bJVtedLRaMnjtD09cN5wPZzXXw9dd3fdz5Ma7/sm8NRTsupGbP/+oudNxx+Prttug/nEE5bl/IiIiIiWW2J6GtPf+z48998PpFJFYaG2z38e7X/yx6xGReVXMduwQYYQ7Z/8FDRWLpYlWukS8bzWmplOFtn2mqICWrXMDn1BFwvxWIwp2zqM0LC1JjX6mJV7FrPDStAsW7xCFLSIRyMVvaZKpYazp6dg3lEUsnD19UOjZYcXomYx0KrBsr/8y7/E3/3d3+U+/tM//VPccccdaGtry1UzEx//7d/+bcHn/O///b+X5BzEapjPf/7zuP3227Fhw4aC48LhMLZt24af//znuPnmm3HVVVehnhgsI2pc4kJtbmy0qAKZb3qq4tc0WCzzF3CZvQiUiV7pRA3dujJzc78krStzoTG2riSiQ0v6/fD+9rfwbLkH0Z07Sx+kUsF6zjlw3nQTrOecDZWWq1WpkGiTKirczfzgB0h6iqvLisplooKZfmhoWc6PiIiIqN5S4TDmfvpTzP7bvyMVChU+qVbDce016Pza17hYgxavYnbvfUoVs5mZkseozWbYr/oUXLfcAuNRR9X9HImo8UWC8fkuGLnx6LDc16y1Zl5LTTkm3cPWmtTY0qkUfDPThXOVouDF2DCS8crCmGqNBq7e/lzQLFv4wtndK58josbSksEy8QUdccQRiESU5OznPvc5/OxnPyt57F/91V/lwmWiotmuXbvQ19dX9Tm8+OKLOPvss+VkuFqtxk9+8hN5Ho2IwTKi5ZcQE4sH8gNkSgUyz9SESNVU9Jo6oynTvjJzQZZ5bHW18waFGr91pbxpDy9N68oF7SvZupKIyhV+9z2479kC3+8eRjocLnmMtrMTjuuvg0tUJ+vvr/s5UnMGFWf/7d8w99OfyYoLBXQ6tH3mFtnmSePkIgAiIiJqTXKy8re/xdQ//V8kJiaKnreeey66/uefw7B+/bKcHzXfAg7/09vg2boVwRdfXPQ4USnYKaqYXXYZ1EZjXc+RiJqztWbAE51f9Jwdx54MwTdbg9aaBk3e2HVh8Exv4mJFakypVBLeyYlc0Cw7xzl3YBSpZGVzOhoxFtY3kJvX7BgS+1VwdHZBpWbFP6Ll0pLBMlEV7Dvf+Y58bDabMTIykqtUtlAsFpMhNHGMcNttt+HOO++s6u8XX+6xxx4r223W6jWXEoNlRPWTTCTgmTggg2PKBZZyseWeOCAH0Sqh1Rtkj/L8i6yOgVWwdXQyQEZN0boyu/JrSVpXZm6+2bqSiColKiV4H3pIVieLZK7vS7GceaaclLCddx5UOlY7pMMXHxvD1P/9ZzmpupDabkfHF78I12dvhVqvX5bzIyIiIloKwVdfxdSd30Hk/fdLti/svv02WE4/fVnOjVqkitnWrfDc/wCSc3Mlj9E4HHBccw2cN90Iw5o1dT9HImqN1pq+aWXMu7DjRghhfw1aa9r1RRXORPhMVD9ja01q7LnQ/blCGqK1pmf8ANLpCudCDQa0989XNsvOidraOzgXSlQHLRksW79+vaw8JnzhC1/Aj3/844Me/9d//df4m7/5m9zn7lysnU2ZnnjiCVxyySXyscPhkP/AFosFjYrBMqJ6pvTHkEomKnpNjVYrU/qyLGw2RDa4CvauLqjVLAtLjYOtK4moFUQ//hjuu7fA+5vfIBUIlDxG094O57XXwnnjDdAPDtb9HKl1K+NNfec7CL32WtFzuoEBWa1DtMnkoBkRERE1s+jevZj6x39E4MmnSlYB7vwf/wOOqz8NFVshUQ2kYjH4H38Cni1bEHr99UWPM59+Glw33QzbhRdwwRAR1a615lQI3sz4uDszZi4+TlTZWlN04bB3FHfpEOPlZgdba1LjScRisppZNmiWnTsV86mV0pvMuaCZ0sVJmUM1O5z8GSCqoZYLlu3YsQMbNmzIfbxlyxbcdNNNB/2cl19+GafnrXoSr3HkkUdWfA7i79u6dat8/Ed/9Ef4z//8TzQyBsuIqu0rPpVXgUzZu8dGkYjHqusrLi6AcmVeh+Dq6WNfcWqO1pWTIcSjbF1JRM072eDecjfCr/9+0ePMp50Gl6hOdsEFULF6FC0BcQsd2LYNU3//D4jt3Vv0vOmkk9D97dth2rRpWc6PiIiIqFIJtxszd/0I7rvvBhKFiy9VJhPa/+iP0P7HfwS12bxs50itLbprF9xb7oH3179Gyu8veYymswPO66+H64YboOvrq/s5EtEKaq2Z19HDMynG14Pwz0ZQ7cy6VrTW7CpclO2Slc7YWpMaTzwSwezYSME8qyja4Z+drvg1jTb7fNAsU6hDBNBMNntNz51opRhotWCZCHTlB8n279+PoaGhg36OaIdps9nkPvsaN9xwQ8Xn0N7ejrlMWeWf//znuPXWW9HIGCwjOjTxa8w/OyMvaGazpVtFG8vREcSjkYpeU6VSw9nTI3uDdwxmQmSDq+Dq64dGyxVx1FitK2XbSrauJKIWFRsdhece0R7l/sXbozidSnuUG29gexSqm3Q8Ds9992H6+z8o+b1pv+pT6PqzP4Oup2dZzo+IiIjocBZxuH/+C8z8y78g5fMVPqlSyWvtzm98Hbru7uU6RVphUqEQfI88IitVR957r/RBajWs554rFxZZzjqLFfSIqC6S8RS8M/OLuPO7gtSitabJrpeBMxE8E6Ez+bjbDHuHCRotx+SpcURDwYKgWTZ4FvS4K35NUclMVjdb0FLTYG7c7nNEKyVTVNfY84cffph7rNfrMVhGS5rscbt37y56jcMlWnBmQ2XC5s2b5f7dd9/Fv/7rv8o2meIfWqfTobe3F+ecc44Mnok9ETVICz+vBzPD4uIkrxTryDBi4VDFr+vo6s4Fx0Q6Xjxu6x+ATm+o6fkT1aJ1pQiRZUtzs3UlEbWqdDKJwLPPyepkwedfEL8MSx5nOuEEuG65WbYeVBv4vk31JdrvuG65BfZPfQqz//pvmPvpT5HOLIgSfL/5rayy1/5Hf4j2P/5jqC0cBCMiIqIGXKz52OOy7WV8ZKRk68Hu226D8eijl+X8aOUSVfGc110nN9GO3rP1Hngf+h3S4fD8QamUrCQsNl1/P5w33gjndddC29GxnKdORC1OLLhu67XIbaFoKK5UNssLm2UfJ2LltdYM+2JyO/Cxp7i1ZraLiBjLlxXOTHB2W2BxsrUm1Z8Ie/UdebTc8oX9vlzQbCZXEGQ/IoHSlUjziTngYbG993bBn9vaOwuCZnLfPwid0Vjzr4uIGqBimWg9+eMf/1g+Xrt2bS4sdigXXHABtm3bJh//4R/+If7rv/6ror//gQcewHXXXZf7eGpqCj/84Q/xt3/7t0gmF28LdtVVV+FnP/sZHA4HauG73/2u3MoxPj6OVCrFimW04oR83oKke/ZxORcei7G2dxRcdIjyqm0Dg9AbTTU9d6KmaF2ZKa3N1pVE1EgS09OyMpl761YkDowvOsEgKkG5br4Zxg0b6n6ORIuJjY5h+rv/CN/DjxQ9p+3sROc3vwnH1Z+GSs0VxkRERLT8wm+/jck7v4PwG28UPadfuxZdt31LVoPiRDU1iqTPB+9vfisXIMV2LTK3pNPBfvFFcN50M8yfOIXfv0TUEMRUfFC01syGzTLhM7GI3D8TrllrzdzYf14HEgNba1IjFQ6Rc741Khwiqup2dReGzWThkEFodSyaQCvLQKtVLPPlldE+nJCW3T7fT9fvrzxUMjs7W/DxnXfeiX/8x3+Uj8UNxjHHHIOuri4ZOPvggw/kLznhN7/5Dc4++2xs374dVqsVtfh3EP9jiQiIBAMFwTFZiWxkWF5gVMridOX6crNUKjV068q8VUs1a1258OaRrSuJqBkGFl59TU4O+J94EkgkSh5nOPJIWZ3M/qmroLHyPZ0aj36gH/3f/S5cn/0cJu+4A5F33ikITY7/5V9i7uf/D923fxuWUz+xrOdKREREKz0M/134Hn646DmNy4WOr30VrhtukNVZiRqJxm5H22dvhevWzyD8+9/DveUe+B97TLaoz4nH5UIPsYmApGiT6fj0p6GpUdEAIqJKiDloq8sot4ENbQXPJRMp+GbCcGc6lohuJXL+YCosK5eVIxFNYmYkILdF5wwWzBs4RGtNzhlQHX8GxNyt2FZtOr6weu7sTHFLzbFhJKLRg79oOg3v5ITcdr/+yvzfpVbD2dOHjsEhtA8obTXFY/FnGi2DlkSVqutPTzAYzD02HkZpQpPJVPI1DpfX6y34OBsqu/jii/GjH/0I69atyz23Z88efOlLX8Ljjz+ea5f5la98BT/96U9RLRGUE2nBw6lYRtTsYpFwyV7bgbnCwOfhMNrs8mJACY7NB8lMtvkwKtHyrLyI5QJj2daVYu+biSBdw9aVrky5a7auJKKmXW3+4INyMiC2Z0/JY8Rklu3yy2R1MtH2kqvNqRmYTzwBq7fcDd/vHsbUd7+LxPh89b3oBx9i+POfh/WiC9H9rW9Bv2rVsp4rERERrRxJvx+z/ybad/+soH23oNLr0fb5P0D7f/tv0Nhsy3aOROUQ94Xmk0+WW+Iv/wLeBx6A+56tRe1cxX3m5P/5O0x9959gv+IKGTIzbtrE+0oiaigarRquHovcFoqGE0UtNZXHYRkmK0fYH0fY78X4Lm9xl5MOUyZsZoJLhM0y8wzsckL1It6T7R2dcltz/Em5P0+nUvBOTynFSIaV+WQxrzx3YBTJ/EB5CeJz3QdG5fbxK9tzf67WaNHW1z9fmGRICZ2JqmdqtWZJv06iVlDXVpgXXXQRnnrqKflYVAB77rnnyvq8z33uc/j5z38uH1944YV48sknK/r7RcvLv/qrvyr4s3PPPRdPPPEEdCVWYCUSCVxyySW5Npzil5uoZLahji136lG2jqiW4rEo5kZH8iqQKXvf9FTFrykqjc1XIFOS5aICmdnh5EAALZuYuKlbcDPH1pVERIcWfvc9WZ1MhG7SkUjJY3SDg8rK8muvhdblqvs5EtVKKhLB3E9+gpl/+3ekQwtK++t0aPvMZ9Dx5S+xggIREREtmXQiIVvNz3z/B0i63UXPi8BN55/9may+StSsxCRy8MXtcN+zBYGntwGLLNY3HHO0XLjkuPJKqC2shE1EzdxaM7ZgfiIEz0QIvtkaLG7Xq+EQC9tz8xOizaZFBtAMZi5up+WTSibhmRwvKmLiHh+Tz1VCq9OjbWAwbw5a2WwdnZyDpqYx0GqtMM1mc+5xZJFJpFLyj7VUcbFf6nPvuuuukqEyQavVykpmRx99tHyTFttPfvIT3HHHHRWfA1GrSMTjMu0t+mDPv3nvh2dyQpYfrYTOaEK7ePPO74c9OASrq51v3rQs2LqSiKg2UuEwfL/7Hdx3b0Hk/fdLH6RWw3r++XKQ33LmGbJsOVGzUxuN6PjiF2VIcvp734P3/gfmr5Xjccz99Kfw/vrX6PjqV+G66Ua2nCIiIqKaEWPZgWeewdTf/0PJCsGiInD3t2+H6bjjluX8iGpJ3D9azz5LbvGJCXjuvQ+ee+9FYqpwsbOoIDzx//01pu78DhyfvgrOm26G8agjl+28iYgqb61pkNvAUa6SrTWVuYxwQfgsVG5rzVgKs6MBuS3EOQ1aTmqNBm19A3LDqWfm/jyZEHPWYwUFT2TgbGL8kHPWiXgMU3t3y23hnHW2U1b+vLXF1cY5a1qR6hoss1qtucfhcLjszwvlrezOf41q/n7hxBNPxDHHHHPQzznqqKNw8skn47XXXpMfl1tljahVJBMJeCYy6e/R+QS4e+KAXAlWq/S3eEMWpU45iUzL2bpSBsimlr51pVjd4+gysXUlEbW86O7dstWlaHmZ8vtLHqPt7ITzhhvgvOF66Hp7636ORPWg6+pC39/+LdpuvRWTd9yJ0Cuv5J5LejyY/Nu/hfuXv0TXbd+C9dxzOUBFREREVYl89BEm77wToZdeLlkduOvP/xy2Sy/hNQe1JF1PDzq/9lV0fOmL8G/bBs+WexB88cWCY1LBINy/vFtuphNPlBWzbZdeCrXBsGznTUS01K01i7qw5HViideitWa2C0t+6KybXVho6Wm0OnQMrZZbUZetsVHMjuzPFErZX3aXrXgkjPFdO+SWz2Cx5KqazRdJWQWznd0IqLXVNVjW0dGRezw+Pl72501MTOQet7e31+TvzwbLyiGOywbL9pRY3UXUClKpJLyTE8ob63DmDXZ0WL7hppKJil5To9XC1TdQVIGM/appOdTipmkx8zdNSjlotq4kopUsHYvB/+STMlAWevXVRY8zn34aXDffAtsF57NKE60YxqOPxtBPfozAtm2ySkJs//7cc6KSyOgXvwTLGaej6/Zvs3ICERERHbbEzAym//l78Nx3X1F1BrXNho4vfQmuz94KtV6/bOdIVC8qrRb2iy+Wm7juFi1hRQVhsbAjX/iNN+Sm+T9/JysNi0rC+lWrlu28iYiWit6kRdcqu9wWW3wv5lDEontvZv7EOx0ua/G9uOwQC/XFNvz+XPHiexk2E4vuCyudcfE9LSWd3oDuNevkli8WDmF2dAQzsqCKCJspobOAu/B7t5RoMIixjz6QWz6zwzk/F543J260VF40iWjFBstE9a+s2dlZWYksvz3mYkZGRnKPN2zYUPHfL1pa5is3pJZ/nNvtrvjvJ2oEosqYb2a6sBzoiAiQjchyn5UQVcZcvf15FciUvaunT5YlJapn60rftCjvnC31fPhlng+GZZ6JiBYXHxuDe+u98Nx/P5IzMyWPUTsccF5zDZw33QjDmjV1P0eiRiAqg9guuADWs86C++67Mf3Du5Dy+XLPB7e/hL3i5+T669H59a9Bu2CBFBEREdFCqVgM7v/3/zBz149kJaYCYuHnLbeg48tfgtZV2C6LaKUQQbHub30LnV//OvyPPy4XQoV///uCY0TgbO6//ktuljPOgPOWm2E7/3wZUCMiavVxCovTILf+ha01kyn4ZyJKt5dM8MwzoexFGK0ciXgKs2MBuS1ktOrg6jZnur7MB8/EnItWx/lFWhp6kxm964+SW75IIJAJm8230xT7sK+wQl8pIa9HbiPvv1Pw59a29oKgWTZ4pjeaav51ES2lul4RLwx2vfXWWzjjjDMO+jljY2OYnp5e9DUOxxFHHAG9Xo9YTHmji0ajZX1eJBLJPTYajRX//UT1JFYYBOZmc2U9syU+RQI7Hp3/nj4sKhVcPb3yDa99IC9A1tsPLSuNUIu1rnTlgmNsXUlEtJh0MongCy/AffcWBETL+EXaZBuP2yyrk9kvvwxqXk8TSSq9Hm2f/zzsV10lJ4FFyAyJTKXgVAqerVvh+93v0P7f/zvaPv8HbMtDREREpcf/nnoKk9/5e8SHh4uet154Ibr+559zUQdRhrimdnzqU3KL7Nwp22R6f/3rokBmcPt2uWm7uuSCD+eNN8gWm0REK41Go86FvRaKRRLzYbPJwsX+5XaJiQTiGA94Mb57QXBHdIlpM+ZCZ67sIv9uE2wuI7vE0JIwWq0Y2LBRbvlEYGwmFzbLVDgb3S+rlx2KmKsX2/533iz4c3tnd26ePRs2a+sfkFXWiBqRKi3uPuskEAjIdpTZQNedd96J22677aCfs2XLFtxyyy25UNfMzAwsluK+0OW64IILsG3bNvn405/+NB588MFDfs51112HBx54QD5ev349du7ciXoZGBiQ4br+/n6Mjo7W7e+lZgvZeIoqkInH0dCh39AWU/CGlqlExjc0atXWlfMrYti6koioHInZWXjuu18GX0SlslJUJhMcn/wkXLfcDOMxx9T9HImaTXTPXkz9/d/LNpkL6fr65KSw7fLL5UpiIiIiosiOHZj8P3+H0CuvFD1nOOoodP/Ft2E57bRlOTeiZiJCZd6HH4bn7i2IfFDY1ipHrYb1/PNl9T/Rul508CAiooPMW/piJed2RMeZVJXFAUT3GFkQIL+zTGZjcQCq6wIP92xRdTPxcaUFXlQqNZw9PQXFXcQcvauvHxotv7dpeTNFdQ2WCVdeeSUefvhh+Xjz5s14++23D3r8pz71KTz00EO5z80+rtQPfvADfO1rX5OPXS4XxsfHYTjIym9R3Uz8DxCBNuFzn/scfvazn6FeGCyjfGG/L/emlK1AJvYR/3zrnMNlbe+Yb2Ep96IaGUtw0jK0rsyUT17y1pUiRNbB1pVERIdL3DaEX39dVifzPfEEEI+XPM6w/gg4b74ZjquugsZmq/t5EjW74EsvYfKOOxHdsaPoOdPxx8tJYtNxxy3LuREREVFjLPKY/ufvwXPffUUVgzVtbej8xjfgvP46qDRsH0V0uPe8kffeg3vLFvh+9zDSeZ1s8umGhuC66SY4rr2G7WWJiA5TtrVmUVGByRCCZbbWPBgRLBPFBHLzQZm5IdGRhq01qR7SqRR8M9PFBWHGhpFcZDz9UNQajeweplQ3G0LHgGiruUqG0NRqfl8TWjNYdu+99+LGG2/Mffyb3/xGhsdKeeONN/CJT3wCyWQy97nXX399VX+/aKu5du1aWT1N+Od//md8/etfX/T4H/7wh/jqV7+a+/i+++6TFczqhcGylUlUGpNlNGVwbL6Xs6hMVimzw7mgf7PYBmG0WGt67kQLsXUlEVFzS/r98P76N/DcswXRj3eVPking/2SS2R1MtNJJ7GiElEN2sx6HnhAThonM4uc8tk/+Ul0/dk3ZSUzIiIiWhlSsRjc/+/nmPnRj5DKjG3n6HRo+9zn0PGlL3JxB1ENJL1eeR/svucexHbvXrS1vf3yy+H6zC0wbt7M+2AioiqJ1preTGUzMY/kngjBK/aii02kui42srWmywhnTzZslgmfdZlly012saGllkol4Z2cmC8gkwmezR0YRSqThTlcGnEP0D84X0AmkwGwd3SxuuoKM9CKwTLx151wwgm5SmW9vb14+umnsWHDhoLjRCWxCy+8EB9++KH8+Pjjj5dBs1IX58888wzOP//83Mc//vGP8YUvfGHRc/jrv/5r/M3f/I18bDab8dvf/la2yCz1up/85CcRzPTHPfroo/Hee+9BXccfRAbLWlssEpZvGgVlMkeHEZgtnjwql9FmL6hAlg2TmWz2mp47Ud1bV3ZkSxvPt64Ue4uDrSuJiJZC+P334dmyBd6Hfod0OFzyGF1/P5w33QTndddC295e93MkanXJQBCz//7vmPvxj5GOFa7cVRkMaPvDL6DjT/8Uaotl2c6RiIiI6tBm5+mnMXnndxAfHi563nrhhej+1v+EfvXqZTk/opZfMPvaa/Le2Pf4E0AiUfI4wzFHyzaZjiuvhNpsrvt5EhGthNaaImTmmQwrBQwmldCZV7TWTFbZWlOrloUKFlY5E/NPRiuLF9DSSiYS8EwckDmB/NCZZ2Ic6XRhdeJy6QxGWVwm21JTyQqsgrWtnUH4FjXQisEy4fXXX8c555yDcGaCym6340tf+pL8M61Wi1dffVW2rJycnJTPm0wmPPfcczj55JNLvt7hBstCoRDOO+88vPbaa/JjERS79dZbcdVVV6G7u1v+vSJs9vOf/xypTDlxo9GIF198ESeeeCLqicGy1hCPRTE3NpprXSn3I8PwTSvf45UwmC2yZeV8BTJlLyqT8U2Bmr515YL2lWxdSURUH6lIBL6HH5GtPyLvvFP6ILUa1nPPldXJLGedxdVPRHUQHxvD1D9+F76HHy56TtPZga5vfAOOa65hyysiIqIWE9mxA5N33IHQSy8XPWdYvx7df/kXsJx++rKcG9FKk5iehuf+++G+ZysS4+Mlj1HbbHBcfTVcN98Ew7p1dT9HIqKVJiXmrGYjRcUOZGtNT7Tq1zdYtHKuKlvsQD7uMcPRaYJWzzEYWjqJWExWM1MyBfP5Au9U9dmCwg5nQ8wWtICBVg2WCb/61a9kmCsbLluMCJX94he/wDXXXLPoMYcbLBNEeOziiy/Gu+++e8hzFcG3rVu34tJLL0W9MVjWXJKJOOYOjOWCY7Ojyi977+RkdaniwSHlF33ulz1TxVTf1pXZC/ElaV2ZC5GZYDBz9QcR0XKI7t0Lz5Z74HnwQaS83pLHaDo64Lz+OrhuvJHt94iWSejNNzF1x50IZyqA5zNs2IDub98Oy2mnLcu5ERERUe0k5uZkS2zPvfeKvjkFz2lcLnR+4xvy2lyl1S7bORKt5Lb1gWefhfvuLQg+//yix5k/8QnZJtN24YVQ6TjmSUS0bK01F3bamQwhVoPWmlaXQZnn6prvsCPmu6xtRqjZZYeWsBva3OiIDJrluqGN7K+qG5roejYfNFOqnIksgslqq+m509Jp6WCZINpcfu1rX5OtMBeehgjMiFaY3//+94vaZNYiWCZEo1H8r//1v/Av//IvmJ2dLXpeVE+78cYb5TFr167FcmCwrLEd2Pkh9r39Zq4SmXt8DOkFgz3l0ur0Sh/kzC/rbGLY3tHJSiC0JNi6kohoZUvH4/A/9bSsThZ6ubgCQpb51FPlams5GK7X1/UciaiYuHcWlcum/vEfkThQXCnBesEF6L7tW2yHRURE1IRE6+u5n/8CM3fdhVQgUPikToe2z34WHV/6IjR2+3KdIhHliQ0Pw33PPfDe/wCSHk/JY0SFYdcNN8ApFmn19NT9HImIqHhcJeyPZ+bEQgXdeWraWjPXlSfzuMcMo0XHoiG0JCLBAGZHRzKZhf25Ijghb+nrk3JYXG25vELn0Goce/7FNT1nqp2WD5ZljYyMYPv27fKLFcQXfMYZZ2BwcLAuf388HpetNvfs2YPp6WlZoWzVqlU499xz5ePlxGBZY3tx68/x8v1bDutz1Bot2voHCktNDgzB0d0DtZplU6m22LqSiIgWio+Py8oHnnvvk608Fm3fcY1o33EzDMu0wIKIDt26du6nP8Psv/4rUqFQ8cTzrbei48tf4sQzERFRExBD9IFt2zB5552I7x8uep7BcaLGlopG4X/0UVnFLPzWW6UPUqthveB8uG6+BZYzTudiciKiBm2t6Z8TrTXnW2pm59UC7hq01jRrS8+pdZmgY2tNWgIhnzdX1Wx2JLvfL4Noh0PkGP7ke/+xZOdJ1VkxwTJaHINljW3HS8/jof97Z8nnxI2hq6dvQZ/iVXD29ELDMvW0BK0rZdvKpWhdqVcXXeSydSURUXMRFVWDL26X1cnEhNXCdjpZxk2bZHUy+xVXQG0y1f08iejwiYDo9Pe+B89994sLwxKtsr4O5/XXs1UWERFRg4rs2ImpO+9AcPtLRc8Z1q9H17dvh/XMM5fl3Ijo8EU+/FAGzLy//S3S4XDJY3SrhuC66Wa5oEvrctX9HImI6PCJTj/e6RDcEyF4p0KZOTklgCY6BFVLtNYsmIPrUfa2drbWpNrPKwc97lzQTGmpqbTVjC1y7bLu5FNx9bf+qu7nSuVhsIwYLGtw4hftT7/1VTi7ezI9h+dDZK7efmh1DN3Q0rSuFBes3iVqXan0gTexdSURUQtIuN3w3n8/3PdsRXxkpOQxKqMR9k9eKVdNm47dWPdzJKLaiHz0ESbvuLNka1sxKd39F9+G5YwzluXciIiIqFhibk4Jh2+9t2jhh8bpVMLhN9zAcDhRk0r6/fD++jdw3303Yrt3lzxGZTDAfvnlcH3mFrnQi+3RiIiauLVmXtEHpQhEWAbRUonqohhqrQqOThEyM80HzzLzd0YrW2tSbb+X/bPThdXNRodli80Tr7gKZ9/y+eU+RVoEg2XEYFmDS6WSSMbj0BmMy30q1CLYupKIiGoymPHmm3KFtGjFkY7HSx6nX7cOrptuguPqT7NVHlErtdF6+mlM3vkdxIdLtNE6/3x0334b22gREREto3Qshrlf/BIzd92FlN9f+KRWi7bPfpbtrIlardvEa6/JgJn/iSeBROmqNsZjjoHzlpvhuPJKqM3mup8nERHVXiolgjoRZa5vwZxfrVprOvILRojHPWYZRNMZ2FqTaoN5iMbHYBkxWEa0ElpX5rWvZOtKIiKqVCoYhPe3D8nB6uiOHaUP0ulgv/giOG++GeZTTuGKNqIWlYrF4P75L5QJ60Cg8EmdDm233soJayIiouUIgG97BlN33onY/v0lA+Bdt30LhjVrluX8iKg+bew9mariifHxkseobTY4rr4arltuhmHt2rqfIxER1Uc8loQ305Uof55QbNFQDVtr5s8VdptgazNCrWGhCaJWMsBgGTFYRtRarStlmGwqjARbVxIRUY1EP/5YVifz/vrXMlxWiravF64bb4Lz+uug7eio+zkS0fJIzM5i+nvfh+feEi22XC50fv1rbLFFRERUB5GdOzF1x50Ibt9e9Jxh/RHouv3bsJ515rKcGxHVXzqRQOC55+D+5d0IvvDCoseZTz0Vrltuge3CC6DSccEwEdFKIKIbkWB8QYUz0elI+bjq1poa0VrTNB8665kPn4muR1yITNR8BhgsIwbLiBpbMpGCbyZceGHH1pVERFSH9jn+J5+UgTLRUqMklQqWc86G6+abYT3nHKg0LH9OtFJFduzA5N/dgdDLLxc9Z1i/Ht1/8W1YzjhjWc6NiIiolSXcbkx/73vw3LO1OOTtdKLj61+D68YbGfImWsFEBUNRwcx7//1Ier0lj9F2dsoFIc4bb4Cup6fu50hERI3TWjMwFykoaCHmJcXjwFz1rTX1Ji2cXZnQWf7WxdaaRI2MwTJisIyoAbB1JRERNYr4+DjcW7fCc+99SM7MlDxGVCFyXn89nDfdCP3AQN3PkYgauP3W009j8s7vID48XLL9Vvftt0G/evWynB8REVGrLQSZ++UvMfPDu5Dy+wuf1GrRdutn0PHlL0PjcCzXKRJRg0lFIvA9+ig8d29B+O23Sx+k0cB6/nmyipnl9NOhUnPhMRERKRKiteZ0GO5MpbNcF6Uatda0OA15c5jz4TN7O1trEi03BsuIwTKiZWhdWXTRtUStK7MXXWxdSUREB5NOpRDc/hLcW+5G4OltRZUOskwnngjXLTfDdumlUOv1dT9PImoOqVgM7p//AjN33YVUIFD4pE6HtltvRceXvwSN3b5cp0hERNTcQe5nnsHUnd9BbN++ouet556Lrttvh2HtmmU5PyJqDpEPPpAVyr0PPYR0OFzyGN2qIbhuvgXOa66WFRCJiIgWEwnE54tn5HVe8k6FZWemWrTWdGSKZ2TnQMXHZruerTWJ6oDBMmKwjGipW1dOBmVwbMlbV3aaoNEysU9EROVLejzw/OpBGSiL7y+uLiSozGY4PvUpGSgzbthQ93MkouaVmJ3F9Pe+D8+995ZszdX5ja/LdjtszUVERFSe6McfY/KOOxF88cWi5/RHrEP37d+G9eyzluXciKg5Jf1+eB/8Ndx3343Ynj0lj1EZDLBfcYUyLrBpEyfwiYjo8Ftr5sJmYeXxRAh+dwSoMkWiN2qUOVJRdKNnft7U0WWC3sjxJqJaYbCMGCwjqoD4tRb0xApS99kLId8sW1cSEVFjC7/7rlyZ7Pvd75CORkseIyamxMpkx6evgsZmq/s5ElHriOzYgck77kDopZeLnjOsPwJd3/42rGeeuSznRkRE1AwSbjdmvv99uO/ZCiQLK96LVpcdX/8aXDfdxLA2EVU13h169TW58Mz/xJNAonRLM+PGjTJgZr/ySqhNprqfJxERtV5rzYVVzkT4LBKMV/36Focezp7iuVZbhxEattYkOiwMlhGDZUTL3LrSlRcay7WudBq48ouIiGoqFQ7D9/AjchVy5L33Sh+k1cJ28UVw3XILzKecwvciIqpt265t2zB5550lKyRazz8fXbd9C4Y1bNtFRESUlY7H5fX79A9+iJTPV/ikVgvXZ25B51e+IsNlRES1Ep+agvf++2WYNTExUfIYtd0Ox9Wfhuvmm2FYu7bu50hERK3fWrMwbJYJn4nWmvEqW2uqVbB3ZuZku+bnZsXG1ppEpTFYRgyW0Yq3WOtKESAL17p1ZV4VMrauJCKieojt2wf3lnvg+dWvkPJ6Sx6j7emB66Yb4bjuOui6uup+jkS0cqRjMcz9/BeYuesupAKBwie1WrTdeis6vvJlaOz25TpFIiKixghkP/sspu78DmJ79xY9bzn3HHTffjvDHES0pNKJhPxd5P7l3SVb8GaZTztNBsxsF14AlY7dNoiIaOmIjlGihaZ3UpnHzS8K4p+rvrWmTrTWzK9wJoqCZD5ma01ayQYYLCMGy2glWJbWlZmkO1tXEhHRsgz+PvOMMvi7ffuix1nOOENWObCedx7b5hBRXSXm5jD9ve/Bs/VeIFW40lTjdKLzG1+H84Yb+LuJiIhWnOiuXZi8404EX3ih6Dn9unXo/vbtsJ599rKcGxGtXLH9+2UFM1HJLLnYorXOTnkN77zxBuh6eup+jkREtLIl4nmtNTPdp8Q8sJgPFhXQqmUWrTXFPHCmvabsSNXN1pq0MgwwWEYMllErt67Mv3hg60oiIloJ7So8990ngxqLtqtwOOC85hq4br4J+tWr636ORET5Ijt2YvKOv0PopZeLnjOsPwJd3/42rGeeuSznRkREVE8JtxszP/gh3Fu2AMnCMSzR6rLja1+TVYZZDYiIllMqEoHv0Udlm97I2++UPkijge2C8+G65RZZzUyl5mQ7EREtr0gwPl90JNdeMwzvVAiJWrXW7DLB0Z0JnGUKkYgwGuePqRUMMFhGDJZRs1ny1pV2fWFPbZE67zHD3sHWlURE1HjEpXbotdfkoK7/iSeBRKLkccZNm2RrCvsVl0NtMtX9PImIDtrua9s2TN55J+L7h4ueF1UVu267DYa1a5bl/IiIiJZSOh6H++4tmP7hD4tb12s0cH3mM+gUbaKdzuU6RSKiksLvvw/Pli3wPvQ7pMPhksfoV62C85ab5QI3EZIlIiJqJKKjVcATzQubzYfPRMerqltrGjS5DleFHa/M0JtYpZ+axwCDZcRgGTVN68rMVtPWlQvbV7J1JRERNYmk3w/vr38D95a7Edu1u+QxKoMB9iuvhOuWm2HatKnu50hEdDjSsRjmfvFLzNx1F1J+f+GTWi3abr0VHV/+EiekiIioZQSefVa2vYzt3Vv0nOWcs9F9++0wrFu3LOdGRFSupM8H74O/lhUXY3v2lDyG4xNERNSMrTV905HiSmdTIYT9NWitKQqd5M9VyxabJln9jK01qdEwWEYMltGyiorWlQsS4EvWujLzhszWlURE1MwiH30kKxp4f/tbpEOhksfoVg3BdfMtcF5zNSsbEFHTSczNYfp735NtfZEqbEcgfqd1fP1rcN14I1RaruwkIqLmFN21C5N3fgfB558vek6/di26v307rOecsyznRkRUVUX1VzMV1Z88SEX1jRvh+swtsF9xBSuqExFR87bWnArBm5nTdk+Ech9X21pTJVprdhiLCqSI+W621qTlwmAZMVhGdW1dKdpV5t5k2bqSiIioLKlYDP7HHoP7l3cj/OabpQ9Sq2G94Hy4brkFltNPh0rN90Aiam6RHTsxecffIfTSy0XPGdYfga5vfxvWM89clnMjIiKqRNLjwfQPfihDF0gWLqhUOxzo/OpX4br5Jqh0rKZPRM0tPjUFz333ycUiiYmJkseo7Xa5IM55081se09ERK3VWjMTMhNz4Z5JMUcehF905KoyNaMVrTW7lKIqjkzYjK01qR4YLCMGy6gm2LqSiIio9mKjY/Dccw8899+P5NxcyWM0HR1w3nC9rN6j6+2t+zkSES31fUZg2zOYuvNOxPbvL3reet556LrtNk5EERFRQ0vH43BvuQfTP/gBUl5v4ZMajVwc0vGVL0Prci3XKRIRLYl0IoHAM8/IyuvBF19c9Djz6afJyuu2C85nuJaIiFpSMp6CN1OIZWEnr5q21pTFWCxwditFWViIhWqBwTJisIwqb12Z/6ZXi9aVorRne6a0Z0HrSgssTpb2JCKilSGdTCL4wguyOlnguedEqqLkceZTTpGtI2wXXgiVXl/38yQiqqd0LIa5X/wSM3fdhZTfX/ikVou2Wz+Dji9/GRqHY7lOkYiIqKTA889j8o47Edu9u+g5y1lnybaXhiOOWJZzIyKqp9i+fXDfsxWeBx4oDtlmaLu64LzhBjhvvAG67u66nyMREdFyiIbiSmWz/AIumceJWKo28+89C4u3mDn/TmVjsIwYLKOyWlfKUp1T4Zq2rsyW6WTrSiIiIiDhdsN7//2ykkF8kWsytcUCx9VXy/Y4hvXr636ORETLLTE3h+nvfU+21EGqcGBN43Si4+tfkxUcVVqW/yciouUV3bMHk3fcgeBzzxc9p1+zRgbKrOeeuyznRkS0nFKRCHyPPAr3lrsRefud0gdpNLBdcAFct9wM8+mnc9KbiIhWJNERLOiN5hV9CWfm7EPwz4Rr1lqzVNcwA1trUh4Gy4jBspXeunIyKANjbF1JRES0PO/H4bfegvvuu+F/5FHZIqcUw1FHyfY4jk99UobLiIhWusiOnZi68w4Et79U9Jz+iHXo/vZfwHrWmctybkREtLIlPR5M//AuuH/5SyBZWN1fbbej86tfkdf2bPVGRASE338fni1b4P3tQ0hHIiWP0a9eDefNN8F5zTWsUExERJRXKMY7nZnjL6h0xkIxVHsMlhGDZS2ubq0r84JjbF1JRER0cKlQCN6HHoL77i2IfvhhyWPERJPtssvkpJPphOP5vkpEtIAYaghsewZTd96J2P79Rc9bzzsPXbfdBsPaNctyfkREtLKIRSKixdvM97+P5MIWbxoNXDfdhI6vfRVal2u5TpGIqGElfT54H/y1XHgX27u35DEqoxH2K65Qxkk2HVv3cyQiImqq1pr5hWXygmdVt9ZUAbYOJXAmi8vIFptK1TOL08B5jBY1wGAZMVjW/OrdulK+UXQzkUxERHS4ort3yzCZ98EHkQoESh6j6+uD8+ab4bzuWmjb2+t+jkREzSYdi2Hul7/EzA/vQsrvL3xSq0XbrZ9Bx5e/zOoGRES0ZALPvyDbXsZ27y56znLmmbLtJVvZExEdmphODL3yqlLZ/amngESi5HHGY4+VbTJF0ExtMtX9PImIiFqio9nEfOisph3N8ruZsbVmSxhgsIwYLGsObF1JRETUvJULxGCoCJSFXnml9EEqFSznnC1X3VrPPhsqjabep0lE1PQSc3OY/v734blnK5AqXH2pcTpllRhRLUal5UAWERHVRnTPHkzeeSeCzz5XsnVb17dvh/Xcc7lqn4ioAvGpKXjuu09e3ycmJ0seo3Y4ZItM1803yd+7REREVLtCNiKTIB7XpJCNTVcyi+DoZCGbZjDAYBkxWNbYPnjhAN59dpStK4mIiJpMfGICnq33wnPvvUhMT5c8RgQdnDdcD+dNN0E/MFD3cyQiakWRnTsxdccdCG5/qeg5/RHr0P3tv4D1rDOX5dyIiKg1iFaX0z/8Idy/vLuomo7abkfnV74sF42o9PplO0ciolaRTiTg37YNnru3ILh9+6LHiQqRooqZ9bzzuJiEiIiohqLhRMm2mjXJL2Raa3YO2nDZf2Or60bFYBkxWNbg3npyGC/et+uwPoetK4mIiJZHOpVC6OWXlZYNT28DkqVvqkzH///s3Qd0lHUe7//PtPRkZpKQUAIoVUCQbm8oFpDeAqu71nVX14YK695z//eee+5dBRXF1d2167qS0EGaHXuhSRERpPcEkpn0MpmZ/3keBA0zKGCYSXm/zskh+PsSvu5ZZ+Z5ns/v++sp94TxSr72WlljYyPeJwA0dsZtiNLlHyl/yhRV79oVsm5Mj8mYPFmx7c6OSn8AgIYbbvDMnKnDz/zDDJfVYrWaE3PS77lHdrc7Wi0CQKNWvXOnPLkz5Z0/X4HjX4d/ZG/eXO5xY+UaPVr2Zs0i3iMAAE3uxLVaYbNy84jNUz1xrVmbZI39W78z2i9OH8EyECyr53auP6wl/1wf8s/tsbYfp42FnlPMGcUAAESW8VCpaMEC87hL4yZnOJb4eDmHDDF3z8Z16RLxHgGgKQpWV6twxgwdfu6fCpSU1F60282Qb7O775bN6YxWiwCABqL0s8+V99ijqt66LWQt8aKLzGMv4zp1ikpvANDUBCorVbx0mbmxr3LDhvBFdrtSrhloTpCM79uXE1sAAIjS0ZrePOPXMnPCmfH78jBHa3bsm6FrbmdiWX1FsAwEy+o54wX3k9wtHF0JAEA9VPHtRnlyZqh4yVIFKyvD1sS0a2fexHQOHyZbcnLEewQASDUejw7/4x/mdAMFAiHHEqffe4/cY8dyZA4AIETV9h3KnzpVpR99FLIW07atGSgzj13jPh0AREXFhg3mRr/iJUsUrKoKWxPbsYNcxr2ZoUNlS0qKeI8AAKD20ZpFP0458+SVqyivXK06u9Xt0lbRbg0nQLAMBMsAAABOdVfssreP7IpdHzpV1GS3K/nqq81AWUL/fjxkAoB6onLLFuU/9pjKvvgy7MOmjL/+VUkXXxyV3gAA9W8q8eF//lOFb86QampqrVmTk5V+911KnTBBlpiYqPUIAPiJ3+uVd/4CeXJz5Nu1O2yNNSFBKcOGmvdrmDIJAABwcgiWgWAZAADASajetcucdFM0b575kCkce0aGXOPGyjV6jByZGRHvEQDw64xbFKXLP1L+lCnma/vxkq68UhmTHlbs2WdHpT8AQHQFa2rkmTVLh5/5hxlSqMVqNT/vN7v3Xtnd7mi1CAD4BcFAwNxIYmwILF2+PGRi8VHxffuYAbOUgQMJCQMAAPwCgmUgWAYAAPALD5VKP/7YPFKh7LPPTliXeNGF5pEKyVdeyTFqANBABKurzSk0xjSaQElJ7UWHQ6m/+53S7/qzbCkp0WoRABBhpZ9/bk62rPpha9jP/MZkSybcAEDD4du/3wwLe2fPkb+gIGyNLS1NrjGj5R47Vo6WLSPeIwAAQH1HsAwEywAAAI5Tc/iwvHPmyDNzlmoOHAhbYxx/4xo5Qq5x2Yptx1QbAGioagoLdeiZZ+SdNTtkmoHN7Vaz++6Va/RogsMA0IhV7dih/KmPH5lsc5yYtm2VMXmykq68giPuAaABbyopfu89c4pZxarV4YusVnN6sTHFzAgTW6zWSLcJAABQLxEsA8EyAACAH49Gq1i1ypxOZtxslM8Xti6ua1e5fzdBKYMGyRofH/E+AQBnRuXmzcp79DGVf/VVyFpsp07KfOSvSrzwwqj0BgA4M/zFxTr83D9V+OabUk1NyEaS9LvuUurvJnBEGgA0IpWbt8iTm6PihW8pUF4etsbRto3c2ePlGjFcNpcr4j0CAADUJwTLQLAMAAA0af7SUhW99Za8OTlhj7wxWGJjzSCZe3y24rp3Z1IBADRSxu2L0g8/VN6UqfLt3h2ynnTVVcqc9LA5vQYA0LCPvPfOnq1Dz/xDfo+n9qLVKtfYMWp2772yp6ZGq0UAQH25HzR4sDnFLL77uRHvEQAAoD4gWAaCZQAAoOnuUM2ZoeK3Fp14h2obY4dqtpwjhsvudke8RwBAdASqq+V54786/K9/KVBaWnvR4VDqTTcp/c9/ki05OVotAgBOU9kXX5gTKqt++CFkLeHCC5T510cU17lTVHoDAER5gv2774ZMsDzK2GhoBMxSBl0va1xcxPsEAACIFoJlIFgGAACaVFCg5N335MnJUcXq1eGLrFYlXXmlGShLvPgiWazWSLcJAKgnagoKdGj6M+ZUGx13a8OWmqpm990n1+hRsthsUesRAHByqnfuVN7Ux83JlOGOPMucPNm8DmA6MQA0XTWHDsk7d648uTNVc/Bg2Bqr0ynXyJFyZ49jkjEAAGgSsgiWgWAZAABo7Hz79skzc5Z5c9BfUBC2xpaWJteY0XKPHStHy5YR7xEAUH9Vfv+98v7+qMpXrAhZiz3nHGU+8ogSz+8fld4AAL/MX1ysw//8lwrffFPy+WqtWZOSlH7XXXLf+DtZY2Ki1iMAoP4dmVz68cfyvDnDnHR5IomXXCL3hPFKuvxyNpsAAIBGK4tgGQiWAQCAxigYCKjs88/lmZFj3gxUIBC2LqFvX7nGZytl4EBZeJgEADgB49ZGyfvvK3/q4/Lt2ROynjxwoDImPayY1q2j0h8AIDQU4J0zV4emT5ff46m9aLXKNWaMmt17j+xpadFqEQDQQCZeGhPMvPPmKVBcHLbG3rKF3GPHmdOM7enpEe8RAADgTCJYBoJlAACgUanxeFQ0b5550y/cg3+DNTFRzmFD5crOVlynThHvEQDQsI9V9vznPzr8r38rUFZWa83icCj15j8o7c47ZUtKilqPANDUlX35pfIefUxVW7aErCWcf74y//aI4jp3jkpvAICGKVBRoeKly+SZMUOVGzeGL3I4lHLNNXKPz1Z8nz4crwwAABqFLIJlIFgGAAAaOuPjZuW6dfLk5Kp42TIFq6vD1sV26mQeUZBywxDZkhIj3icAoPGoOXRI+dOnq2juPOONqNaaLT1dGfffJ+eIERyJAwARniqT9/gTKv3gg5A1R5s2ypw8SUkDBvCgHwDwm1Rs2GBOyC9eulTBqqqwNdyDAgAAjUUWwTIQLAMAAA1VoLxcRUuWyJOTo6rvNv3ybtEJ4xXfuzcPkQAAdaryu++U9/dHVb5qVchabNcuav7II0ro1y8qvQFAU+EvKTEnSRa+8Ybk89VasyYlKf3Pf5b7phtljYmJWo8AgEY6NX/+Anlyc+XbvTtsDVPzAQBAQ5dFsAwEywAAQENTtX27edPOuHkXKCkJW2Nv2ULucdlyjRope3p6xHsEADQdxm2PknfeVf7jj8u3b1/IevK11yrj4YcUk5UVlf4AoLEK+v3yzpmrQ9Ony19YWHvRYpFrzBg1u+9e2dPSotUiAKAJCAYCKvv8C3PjY+lHH0mBQNi6hL59zY2PyVdfLQthZwAA0EBkESwDwTIAANAQBH0+lXy43LxJV/7VV+GLLBYlXnKJ3OPHK+nyyzh+DAAQUYGqKhW+9roOP/+8guXltdaMB0epN9+stD/+kaNwAKAOlH31lfIefUxVmzeHrCX076/Mvz2iuHPOiUpvAICmy9ho4pk1W97Zs0NDzz+ypafLNWa03GPHytGiRcR7BAAAOBUEy0CwDAAA1Gu+vHzzZpx31izV5OeHrbE5nXKOHiX3uHGKadMm4j0CAPBzvvx8HXp6uormzzfGmdVaszVLV8YDE+UcPkwWqzVqPQJAQ1W9a5fyHn9cpe9/ELLmaN1aGZMePjIJxmKJSn8AABgC1dUqefc9c4NkxerV4YusViUNuNLcIJl44YVcHwAAgHqJYBkIlgEAgHrH+PhY/vXX8szIUckHH0h+f9i6+PPOO3KEwHXXyRobG/E+AQD4JRXfblTe3/+uijVrQtbiunUzp+kk9OkTld4AoKHxl5To8L//rcL/vCH5fLXWrImJSr/rz3LfdJOsHC0GAKhnKjdvNgNmRW8tCplsfFRM27Zyjc+Wa8QIcwMlAABAfUGwDATLAABAveEvLlbRggXy5OSqeseOsDWWuDg5h9wgV3a24rt1i3iPAACcCuOWSMnbb5vTdWr2HwhZT77+OmU+9JAcrVpFpT8AqO+Cfr+8c+fq0PRn5C8oqL1oscg1erSa3Xev7Onp0WoRAICT4i8tVdHChWbIrHrrthPe90oZPEju8RMUfy73vQAAQPQRLAPBMgAAEHUVGzfKm5urosVLFKyoCFsTc/bZ5tEAxtFhtpSUiPcIAMBvEaisVOGrr+rwCy+GvNdZYmOVeustSr/9dnPqDgDgiLKvVyjv0UdV9f33IWsJ/fqZkx/junSJSm8AAPymSf0rV5oBs5L33pdqasLWxfXoYd4LS7n+Olnj4iLeJwAAgIFgGQiWAQCAqAhUVal42TJ5c3JVsW5d+CKbTclXXWUed5lw/vmyWCyRbhMAgDrly8vXoWnTzEkFx7NnZKjZxAfkHDpUFqs1Kv0BQH1QvXu38h9//MjD9uM4srKUMelhJQ8cyPUBAKDB8+XnyztnjrwzZ6kmLy9sjXE0pnPUKLmzxymmTZuI9wgAAJq2LIJlIFgGAAAi/ZDIM3OmiubOk9/rDVtjPFh3jR0r15jRcmRmRrxHAADOtIoNG5T390dV8c03YScTZD7yVyX06hWV3gAgmkeEFfz73yp8/T8K+ny11oyJjml/ulOpv/+9rLGxUesRAIAzIVhTo5Lly80NmGVffHHCusRLLzWnmCVdfpksNltEewQAAE1TFsEyECwDAABnWtDvV+nHn5gj/ss++8yY+R+2LuGCC8ybY8kDrpTF4Yh4nwAARJJxu6R4yVLlP/mkag4cCFlPGTxYGQ89KEeLFlHpDwAieb3gnTdPh56eLn9BQe1Fi0XOUSOVcd99sjdrFq0WAQCImKodO+TNnSnv/PkKFBeHrbG3bCH3uGy5Ro+SPS0t4j0CAICmI4tgGQiWAQCAM6WmoEDeOXPlmZmrmv2hD8wN1uRkOUcMlzs7W7Ht2kW8RwAAoi1QUaGCV15RwUsvK1hRUWvNEhentFtvVdrtt8makBC1HgHgTClbsUJ5jz6mqk2bQtYS+vZV5t8eUVzXrlHpDQCAaF8nFC9ZosIZM1T1Xej7pMnhUMq118o9Ybzie/XimGgAAFDnCJaBYBkAAKhTxke/ijVr5JmRo+J335WOO8LmqNiuXczpZM7Bg3lQDgCAJN/Bg8qfNk3Fby0KWbNnZprTy4wpZharNSr9AUBdqt6zR/lTH1fJe++FrDlatVLGpElKvmYgD8gBAE2eca+tcv16eXJyVbx0qYLV1WHrYjt3lnt8tlJuGCJbUmLE+wQAAI1TFsEyECwDAAB1wV9apuLFi8xAWdWWLWFrLDExSrn+enMXZVyPHjwkAgAgjIq1a3Xw0UdVuW59yFrceT3U/G9/U/x550WlNwD4rfylpSp4/nkVvva6gsdtQjE2nKT96U9K/cPvZY2NjVqPAADUVzUej4rmzZcnN1e+PXvC1lgTE+UcNswMmcV27BjxHgEAQOOSRbAMBMsAAMBvUblli7y5uSpa+JYCZWVhaxytW8udPU7OkSNld7sj3iMAAA1NMBAwj73Jf+JJ1eTlhaynDB2ijIkT5WjePCr9AcCpCvr9Kpo/X/lPT5f/8OHaixaLnCNHKOP++2Vv1ixaLQIA0KCuF8o+/9zc4Fn60UfGWLOwdQn9+5sbPJOvukoWhyPifQIAgIYvi2AZCJYBAIBTZYzcL3n/ffPmVfmqVeGLLBYlXXGFefMq8eKLObYLAIDTECgvV8FLL6vg5ZcVrKqqtWaJj1fa7bcp7dZbZY2Pj1qPAPBryleuNCcxVn23KWQtvm8fZT7yiOK7dYtKbwAANHTVe/fJO2uWvHPmyF9YGLbG1ixd7jFj5Bo7ls0pAADglBAsA8EyAABw0nz798tj3qiaGzpl4Ee21FS5xoyRe+wYOVq1iniPAAA01vfg/CenmVPMjmdv0UIZDz6olMGDOGYaQL1SvXev8h9/QiXvvBOyZlwrZDz8sJKvvYbXLgAA6kDA2Aj6zrvy5OSoYs2a8EU2m5IHXCn3+PFKuPBC3oMBAMCvIlgGgmUAAOAkRut/Yd6UMkfrBwJh6+L79DFvSiVfM1DWmJiI9wkAQFNQvuYb5T36qCo3bAhZi+/ZU5n/42+K7949Kr0BwFH+0jIVPP+8Cl97TUGfr9aaNSFBaXfeqdSb/yBrbGzUegQAoDGr/P57eXJyVbRokYLl5WFrYs46S+7x2XIOHy6b0xnxHgEAQMOQRbAMBMsAAEA4fq9X3nnz5cnNlW/37rA1xkOhlGFD5c4er7jOnSLeIwAATTX0XfTWWzr05DTVHDoUsu4cNkzNJj4gR2ZmVPoD0MRfn+bPV/5TT4dOOLZY5BwxQs3uv0+OjIxotQgAQJPiLylR0cK3zA2j1du2ha2xxMUp5YbB5oZRjqYGAADHI1gGgmUAAKCWig0b5JmRo+KlSxWsqgpbE9uxg1zjx8s5dKhsSUkR7xEAAEiBsjIdfuklFb7yash7tiU+Xul/vEOpt9wia1xc1HoE0HSUr1qlg3//u6q+2xR2unHmI48o/lweVgMAEA3Go9ryFSvNgFnJ++9LNTVh6+LO62EGzFKuv57JogAAwESwDATLAACAApWVKl6y1Ly5VPntt+GLHA6lDBwo94Tx5oMhi8US6TYBAEAYvn37lP/kkypeuixkzdGypTIefkjJ113HezeAM6J6717lP/GkSt5+O/xr0KSHlXzttbwGAQBQT/jy8uWdM1vembNUk58ftsbmcsk5aqTc2dmKad064j0CAID6g2AZCJYBANCEVe/aJU/uTHnnzVOgqChsjb1FC7nHjZVr1CjZmzWLeI8AAODklK9erby/P6rKjRtD1pgWBKCu+UvLVPDCCyp87TUFq6trrVkSEpT+xz8q9eY/MDURAIB6KujzqWT5cnOjafmXX4UvsliUeOkl5hSzpMsuk8Vmi3SbAAAgygiWgWAZAABNTNDvV+nHH5vHXZZ99tkJ6xIvvticTpZ0+eWy2O0R7REAAJyeYCCgogULlf/UNPkPHa69aLHIOWKEmt1/nxwZGdFqEUBjeJ2Zv0D5Tz8V+jojHXmdeeB+XmcAAGhAqrZvlyc313yPD5SUhK0xJpG6srPlGjVS9rS0iPcIAACig2AZCJYBANBE1BQUyDtnrjwzc1Wz/0DYGqvTKdeIEXJnj1PMWWdFvEcAAFCHk4RefFGFr74aMknImpCgtDvvPDJJKDY2aj0CaHjKV606Mhnxu+9C1uJ79z4yGbH7uVHpDQAA/HaB8nIVLVlibkit2rQpbI3F4VDyddeZU8zie/XkuGsAABq5LIJlIFgGAEDjZXwMq/jmG/NmUPE770g+X9i6uG7d5J4wQSmDrpc1Pj7ifQIAgDOjeu9e5T/+hEqMzwHHcbRqpYyHH1bytdfwMAjAL6reu0/5Tz6hkmVvh6zZW7ZQpvFact11vJYAANCI7ilWrltnHpNZvHSZeWxmOLHnnGMGzJw3DJY1MTHifQIAgDOPYBkIlgEA0AgFyspUtGixefOnavPmsDWWmBilDBpkHncZ36NHxHsEAACRU7ZihfIefSzs1IGEvn2V+bdHFNe1a1R6A1C/rysOvxB++qElIUHpf7xDqTffLGtcXNR6BAAAZ1aNx6OiuXPlyZ0p3wmeI1qTkuQcPlzu8dmKbd8+4j0CAIAzh2AZCJYBANCIVG3bJk9OrooWLFCgtDRsjaN1a7mzs+UcOUJ2tzviPQIAgOgI+v0qmj9f+U89LX9BQe1Fi0XOUSOVcf/9sqenR6tFAPVEMBBQ0cK3dGjaNNUcOhSybjw4bvbAA3JkZkSlPwAAEJ3ribLPPjPvPZZ+/LEx1ixsXcL555sBs+SrrjKPzQQAAA1bFsEyECwDAKBhM0bRl3zwoTmdrPzrr8MXWSxKuuIKczpZ4sUXy2K1RrpNAABQT/hLS1Xw/PMqfO31kCNtjONr0v50p1L/8AdZY2Ki1iOA6ClfvVp5f39UlRs3hqzF9+plTjiM7949Kr0BAID6oXrvXnlnzpJ3zhz5PZ6wNfZmzeQaM0aucWPlyMyMeI8AAKBuECwDwTIAABooX16+vLNmmV/hpggYbG63XKNHyzVunGKyWkW8RwAAUH9V796t/MefUMl774WdcJrx8ENKHjhQFoslKv0BiCzfvn3Kf/JJFS9dFrJmb9lCmQ89pOTrr+c1AQAAHBOorlbJO+/IMyNHFd98E77IZlPygAHmhteECy7gswQAAA1MFsEyECwDAKDhMD5WlX+9wpxOVvL++5LfH7bOmCRg3KxJvvZapo0AAIBfVPbV18p77DFVff99yFpC//7mdKK4c86JSm8AzrxAWZkOv/SSCl95VcGqqlprlvh4pf/xDqXecouscXFR6xEAANR/lZs2mcdkFi1apGBFRdiamLPPNo/JNI7VtqWkRLxHAABw6giWgWAZAAANgL+kREULFpqBsurt28PWGA99nDfcYAbK4rp0iXiPAACg4Qr6/fLOnatDT0+Xv7Cw9qLVak5AbXbfvbKnpUWrRQB1LBgIqOitt3Ro2lOqyc8PWXcOG6ZmEx/g6CoAAHCG7mMOlnv8eMV17RrxHgEAwMkjWAaCZQAA1GOV33//006/8vJf2Ok3Xs7hw9jpBwAAfvNDoMP//rcK//OG5PPVWrMmJSn9z39W6k03ysJEVKBBK1+zRnl/f1SV334bshbfs6c5qTC+R4+o9AYAAJrYyQvnnXfk5IXrrpM1NjbifQIAgF9GsAwEywAAqGcC1dUqeedd86ZLxZo14YtsNiVfdZV50yXh/PNlsVgi3SYAAGjEqnftUt7Ux1X6wQcha462bZQ5aZKSBgzgMwjQwPj271f+E0+qeOnSkDV7ixbKePBBpQwexH/bAACgTvny8uSdPUfeWbPCTko12FwuuUaPkis7WzFZWRHvEQAAhEewDATLAACoJ3z79skza7a8c+bIX1AQtsbWLF3uMWPlGjeWI2kAAMAZV/bll8p79DFVbdkSspZw4QXK/OsjiuvcKSq9ATh5gfJyFbz0kgpefkXBqqqQo6jS7rhdabfcImt8fNR6BAAAjV/Q51PJh8vNDbXlX30VvshiUeJll5onNCRdeqksNluk2wQAAD9DsAwEywAAiKJgIKCyz78wb6aUfvSRFAiErUvo3//ISPirrpLF4Yh4nwAAoOkK1tTIO2euDk2fLr/HU3vRapVr7Bg1u/de2VNTo9UigF+43ihetEj5T04LOx3EOWyomj3wgBzNm0elPwAA0HRVbdsmT+5MFc2fr0BpadgaR6tWcmWPk2vUKK43AACIEoJlIFgGAEAU+L1eeefNlyc3V77du8PWWBMT5Rw+XO7scYrt2DHiPQIAAPycv7hYh//5LxX+979STU2tNWtystLvukupv5sgS0xM1HoE8JPyb74xJw5Wrl8fshZ/3nnK/Nsj5q8AAADRnqxatHixPDNyVPX992FrjI22yddfZ04xi+/Zk2O7AQCIIIJlIFgGAEAEVWz41pxOVrxkScgRNEfFdupkTidLuWGIbEmJEe8RAADgl1Tt2KH8qY+rdPnykLWYs85SxuRJSrriCh72AFHiO3BA+U88aV5zHM/evLkyHnxQKTcM5r9RAABQrxiPkyvWrjXvnZYse9s8NjOc2C5d5B6fLecNN8iakBDxPgEAaGqyCJaBYBkAAGdWoLJSxUuXmTdFKjdsCF/kcCjlmmvMQFl879485AEAAPVe6WefK3/KY6r6YWvIWuJFFynzkb8ydRWI8LSPgpdeVsErryhYWVlrzRIXp7Tbb1fabbfKGh8ftR4BAABORk1hobxz58qbO1O+ffvC1liTkuQcMcIMmcW2axfxHgEAaCqyCJaBYBkAAGdG9e7d8uTkyjtvngJFRWFr7C1ayD1urFyjRsnerFnEewQAAPgtgjU18syapcPP/MM86rsWm838nJN+zz2yu93RahFo9IKBgIoXL1b+k9NUk5cXsp4yZIgyHpwoR/PmUekPAADgdAX9fpV++qm5Ybfsk0+NsWZh6xIuuMA8JjN5wJXmsZkAAKDuECwDwTIAAOr6ZsfHnxy52fHppyesS7z4YnM6WdLll8tit0e0RwAAgLrmLyrSoeeek2dGjlRTU2vNmpKiZn+523zQw0MeoG4Zx0UdfPRRVa5bH7IWd14PNX/kEcX37BmV3gAAAOpS9Z498s6cKe+cuaGbWn5kz8iQa+xYucaMkSMzI+I9AgDQGGURLAPBMgAAfruaggLzpoZnZq5q9h8IW2M8VHX9OJ495qyzIt4jAADAmVa1fbvypkxR2cefhKzFnH22Mv862QzWA/htfAcOmBPKjEllx7NnZirjoQeVMniwLFZrVPoDAAA4UwJVVSp5+23zpAgjZB+Wzabkq682N7cknN9fFosl0m0CANBoZBEsA8EyAABOj/ERp+KbteZ0MuNmRtDnC1sX17Wr3L+boJRBg2SNj494nwAAAJFmHFeT99gUVW/bFrKWeOmlZsAstn37qPQGNGSBigoVvPSyCl5+WcHKylprlrg4pd12m9Juu1XWhISo9QgAABApld99ZwbMihYvVrCiImxNTLt2ZsDMOXyYbMnJEe8RAICGLotgGQiWAQBwagJlZSpavMQMlFV9/33YGktMjBkkM467jOvenV1xAACgyTFC957cmTr07LMKFBXVXrTZzIc7xhGZNpcrWi0CDUYwEFDxkiXmlLKagwdD1lNuuEEZD06Uo0WLqPQHAAAQTf7iYhUtWCDPjBxV79wZtsYSHy/nDTccuV/bpUvEewQAoKHKIlgGgmUAAJycqm3bjuyAW7BAgdLSsDWOrCzzqEvnyJGyu90R7xEAAKC+8Xu9OvTsc2YoX35/rTWb06n0e+6Re9xYWRyOqPUI1GcV69bp4N//rsp160PW4nr0UOYjf1VCr15R6Q0AAKA+MR5Jl3/1lXkPt+SDD0KuP46K79nTDJglX3edrDExEe8TAICGJItgGQiWAQDwy5M2Sj5cbj4INW5KhGWxKOnyy82bEYmXXCKL1RrpNgEAABpESN84HrPs009D1mLat1fmX/+qpEsviUpvQH3kO3hQ+dOmqfitRSFr9sxMc0KZMamM6w8AAIBQvrw8eWfNlnfWLNUcOhS2xuZ2yzV6tFzjxikmq1XEewQAoCHIIlgGgmUAAITy5eXLO/vHGw/5+b9y42GsYrKyIt4jAABAQ1T68cdmwKx6x46QtcTLL1Pm5L8qtt3ZUekNqA8CFRUqePkVFbz0koKVlbXWLLGxSrvtNqXdfpusCQlR6xEAAKBBbRz+4MMjG4e//jp8ERuHAQA4IYJlIFgGAMDPR6V/vcK8yVDy/vu/Pir92mtljY2NeJ8AAACN4eGO8ZnLOCIzUFxce9FuV+rvJij9rrvMozKBpnQ9Urx4ifKffFI1Bw+GrKcMHmxOKXO0bBmV/gAAABq6qq1bzWMyixYuVKC0NGyNo3VrubOz5Rw5Qna3O+I9AgBQ3xAsA8EyAECT5y8pUdHCt8yHm9XbtoWtscTHy3nDDXKPz1Zc164R7xEAAKAxqvF4dPgf/5And6YUCNRas7lcSr/3HrnHjpXFbo9aj0AkVKxfr7z/93dVrFsXshbXvbsyH3lECb17RaU3AACAxiZQVqaiRYvN+8FVmzeHrbHExChl0CBzg3F8jx4R7xEAgPqCYBkIlgEAmqzKzZvlmZGjokWLFCwvD1sTc9ZZ5s0D5/DhsqWkRLxHAACApqByyxblPzZFZV98EbIW27GDMv76VyVdfHFUegPOJF9eng5Nm2ZudDmePSPDnFCWMmQIxzEBAACcAcYj7IpvvjHvERe/847k84Wtizv3XLnHj1fKoOtljY+PeJ8AAEQTwTIQLAMANCmB6mqVvPuePDNmqGLNmvBFNpuSBwwwA2UJF1wgi8US6TYBAACaHOP2Uenyj5Q/ZYqqd+0KWU+68kplTHpYsWefHZX+gLoUqKhQwSuvqOCllxWsqKi1ZomNVdpttyrttttkTUyMWo8AAABNSc3hw/LOmSvPzJmqOXAgbI3V6ZRrxAi5s8eZG5IBAGgKsgiWgWAZAKAp8O3fL8/MWfLOmSN/QUHYGluzdLnHjJVr7Bg5mjePeI8AAACQgtXVKnxzhg7/858KlJTUXnQ4lPq73yn9rj8zTRYNknGbtHjJUuU/+WTYB5bGcUsZDz0oR8uWUekPAACgqQv6/Sr9+GNzilnZZ5+dsC7xkkvMjclJl18ui80W0R4BAIgkgmUgWAYAaLSCgYDKPv9CnpwclX70kRQIhK1L6NfPvAmQfNVVssTERLxPAAAAhKopLNShZ56Rd9bskM9xNrdbze67V64xY3iIgwajYsMG5f2/v6ti7dqwxytl/u0RJfTuHZXeAAAAEKp65055cmfKO3++AkVFYWvsLVvIPXacXKNHyZ6eHvEeAQA40wiWgWAZAKDR8Xu98s5fIE9ujny7doetMY6UcQ4bJvf4bMV27BjxHgEAAHByKjdvVt6jj6n8q69C1mI7dTLDOIkXXBCV3oCT4cvL06FpT6lo4cKQNXuzZmr24EQ5hw6VxWqNSn8AAAD49WPMi5cuk2fGDFVu3Bi+yOFQyrXXmhuY43v1ksViiXSbAACcEQTLQLAMANBoVGz41pxOVrxkiYJVVWFrjBCZcXGfMmSobEmJEe8RAAAAp864tVT64YfKmzJVvt2hGweSrr5KmQ8/rJi2baPSHxBOoLJSBa+8ooIXX1KwoqLWmiU2Vqm33qL02283N70AAACgYahYv948JrN46VIFq6vD1sR27iz3+PFyDrmBz3oAgAYvi2AZCJYBABr6w5riZW+bgbLK9etPvFts4MAju8X69GG3GAAAQAMVqK6W543/6vC//qVAaWntRYdDqb+/Sel/+pNsycnRahEwg5Aly5Yp74knVLP/QMh6yqDrlfHgg3K0ahWV/gAAAPDb1Xg8Kpo3X57cXPn27DnxqRnDh5v3pWPbt494jwAA1AWCZSBYBgBokKp375Ynd6aK5s6Vv6gobI29eXO5s8fJNWqUecQMAAAAGoeaggIdmv6MvLNnGymeWmu2tDQ1u+9e8zOgxWaLWo9oulOU8x59VBVr1oSsxXXrZh7dmtCnT1R6AwAAQN0LBgIq+/xzc4pZ6UcfhVyfHJVw/vnmFLPkqwbI4nBEvE8AAE4XwTIQLAMANBhBv1+lH39iTicr+/TTE9YlXnSRuQss6YorZLHbI9ojAAAAIqfy+++V9/dHVb5iRcha7DnnKPORR5R4fv+o9IamxZeXp0PTnlLRwoUha8Yml2YTJ8o5bKgsVmtU+gMAAMCZV713n7wzZ8o7Z478Hk/YGuOzoWvsWPPLkZkR8R4BADhVBMtAsAwA0CAmUnjnzpPXGCu+f3/YGmtKilwjRsiVPU6xZ58d8R4BAAAQxWMH339f+VMfD3sETfLAgcqY9LBiWreOSn9o3AIVFSp49VUVvPiSghUVtdYsMTFKvfUWpd9xh3kMEgAAAJqGQHW1St55R543Z6hi7drwRTabkq++2pxilnB+f1kslki3CQDASSFYBoJlAIB6yfj4UPHNWnM6Wcnbbyvo84Wti+vaVe7fTVDKoEGyxsdHvE8AAADUn4c3ha+/roJ//VuB8vJaa8ZRM6k3/0Fpd94pW1JS1HpE47peKV6yVPlPPqmaAwdC1pOvu04ZDz2kmKxWUekPAAAA9UPld9/Jk5OrosWLQzYiHBXTvr0ZMDMm3NqSkyPeIwAAv4RgGQiWAQDqFeMhoHGRbVxsV23aFLbG2Pmfcv315nGXcT16sJsLAAAAx9QcOqT86dNVNHeekf6ptWZLT1fG/ffJOWKELDZb1HpEw2ZMnch79DFVrFsXshbXrZsy//aIEvr0iUpvAAAAqJ/8xcUqWrDQ3EhdvWNH2BpLQoKcQ4Ycue/duXPEewQAIByCZSBYBgCoF6q2bz+yc2v+fAVKS8PWOLKy5B6fLefIkbK73RHvEQAAAA1HxcaNynv0UVWsWh2yFtu1i5o/8ogS+vWLSm9omHwHDih/2lMqXrQoZM3erJmaTZxoTpmwWK1R6Q8AAAD1n/HYvPyrr+SZkaOSDz+U/P6wdfG9e8s9YYKSrxkoa0xMxPsEAOAogmUgWAYAiBrjeMuSD5ebu7SMi+mwLBYlXXaZedxl4iWX8JAGAAAAJ824JVXyzrvKf/xx+fbtC1lPvvZaZTz8MMcV4lenKhe8/IoKXn5ZwcrKWmuW2Fil3Xar0m67TdbExKj1CAAAgIbHd/CgvLNmyzN7lvyHDoetsaWlyTV6tNzjxsrRsmXEewQAIItgGQiWAQAizZefL+/s2fLOnKWa/PywNTaXS64xo+UaN04xWVkR7xEAAACNR6CqSoWvva7Dzz+vYHl5yDHrqbfcovQ/3kEwCLUEAwFzOpkxpawmLy9kPWXwYGU8OJEHfAAAAPhNgtXVKvngA3OKWfnKleGLrFYlXXGF3OPHK/Hii9iADQCIGIJlIFgGAIjciO8VK83pZCXvvy/V1IStiz/vPLknjFfyddfJGhsb8T4BAADQuDc4HHp6unn8uo67XWVrlq6MBybKOXwYD2mg8jXfmEepVm7YELIW16OHMh/5qxJ69YpKbwAAAGi8qn74QZ6cXBUtXKhAWVnYGkfbNnJnj5drxHBzgzYAAGcSwTIQLAMAnFH+0lIVLVhoBsqqt20LW2OJi5NzyA1yZWcrvlu3iPcIAACApqXi243K+/vfVbFmTchaXLduyvzbI0ro0ycqvSG6jCNT85+cpuKlS0PW7JmZynjoQXNSGeFDAAAAnEn+0jIVL3rLnGJmhM3CMY5lNz6bGlPM4rufG/EeAQBNQxbBMhAsAwCcCZWbt8iTM0NFby0KOW7oqJizzjKnkzmHD5ctJSXiPQIAAKDpMm5Xlbz9tvIef1w1+w+ErKcMul4ZDz4oR6tWUekPkWVMgzj84osqfPU1BauqQjbCpN1+u9JuvUXWhISo9QgAAICmed1SsXq1GTArfvfdE54EYkzVNQJmKddfJ2tcXMT7BAA0XlkEy0CwDABQV4LV1Sp+9z1zOplxsRuW1arkqwaYF7kJF14oi8US6TYBAACAYwKVlSp89VUdfuFFBSsqQiYApN56i9Jvv13WxMSo9YgzJxgImBOWDz31lGoOHQpZdw4bqmYPPCBH8+ZR6Q8AAAA4yvi86p0zR56Zs1Rz8GDYGpvTKeeoUXJnj1NMmzYR7xEA0PhkESwDwTIAwG/l279fnlmz5J09R/6CgrA1tvR0uceOkWvMGDlatIh4jwAAAMAv8eXl69C0aSpauDBkzZ6RoWYTH5Bz6FCOQGxEyletUt7fH1Xld9+FrMX37GkeiRrfo0dUegMAAABOJFhTo9KPPjKnmJV98UX4IotFiZdeYm7wTrrsMllstki3CQBoJLIIloFgGQDgdHf2l33xpTmdrHT5cikQCFuX0Lev3L+boOSrrpIlJibifQIAAACnomLDBjNsVPHNN2GPl8l85K9K6NUrKr2hblTv3av8J540j0I9nr1lC/MI1JRBg5iuDAAAgHqvavsOeWfmyjtvvgIlJWFrHC1bypWdLdfoUbKnpka8RwBAw5ZFsAwEywAAp8JfVCTv/Pny5uSqeteusDXWhAQ5hw8zL1bjOnWKeI8AAADAb2HcyipeslT5TzwR9oiZlMGDlfHQg0zibWD8paUqeP4FFb7+uoLV1bXWLAkJSv/jHUq9+WZZ4+Ki1iMAAABwOgLl5SpeulSFM2ao6rtNYWssDoeSr7/OnGJmTOhlIwUA4GQQLAPBMgDASan4dqM8OTPMB2zBysqwNbEdO8g9YYJShgyVLSkx4j0CAAAAdSlQUaGCV15RwYsvhXwGtsTFKe3WW5V2+23mxgrUX0G/X0Xz5yv/6enyHz4csu4cMULN7r9fjsyMqPQHAAAA1BXjsXzlunXmSSPFS5cp6POFrYvt0kXu8dly3nAD1zMAgF9EsAwEywAAJxSorFTxsrfNi9DK9evDF9ntSrlmoBkoi+/Th11OAAAAaHR8Bw8q/8lpKl60KGTNnplpTi8zpphZrNao9IcTK/t6hfIee0xVm0KnNhjXL5mPPKL4c7tFpTcAAADgTKopLFTRvHny5OTKt29f2BprcrKcw4ebU8xi250d8R4BAPUfwTIQLAMAhKjes0ee3FwVzZlrHn0Zjr15c7nHjZVr9GjZmzWLeI8AAABApFWsXauDjz6qynWhmy7izuuh5n/7m+LPOy8qvaG26t27lf/44yp57/2QNUerVsp4+GElX3sNG2MAAADQJCb4ln76qbmBvOyTT42xZmHrEi68wAyYJQ8YIIvdHvE+AQD1E8EyECwDAPx0cfnJJ0cuLj/97IQXl4kXXST3hPFKuuIKLi4BAADQ5AQDARUvWaL8J55UTV5eyHrK0CHKePBBOTIzo9JfU+cvKdHhf/9bnv+8EXLsj3HET9qf/qTUP/xe1tjYqPUIAAAARHNTuXfmTHmNTeVeb9gaYyqz68dN5Y4MjosHgKYui2AZCJYBQNNmjMM2LiK9ubny7d9/wnHYrpEj5BqXzThsAAAAwDg2vrxcBS+9rIKXX1awqqrWmiU+Xmm336a0W2+VNT4+aj02tY0yxnXNoenT5S8srL1oscg5aqQy7ruPacsAAACAcT1TVaWSt99W4YwZYScym+x2JQ+82pxiltCvH9N+AaCJyiJYBoJlAND0GG/NxjE+xnSykmVvh+zkPyq2axelTpiglEGDzN39AAAAAGozNmfkPznNnGIW7vj4jAfuV8qQIbJYrVHpryko/fQz5U+dqqoffghZMx6AZf7tEcV16RKV3gAAAID6ruLbjfLk5qh48RIFKyvD1sR27CDX+PFyDh0qW1JSxHsEAEQPwTIQLAOAJjZVoWjxYnlyclW1aVPYGktMjFKuv9487jKuRw92IQEAAAAnoXzNN8p79FFVbtgQshbXrZsyJk9SYv/+UemtsarcskX5Ux9X2Wefhaw5WrdWxqSHlXz11VzTAAAAACfBX1SkogUL5JmRo+pdu8LWGBvQU4YNNaeYxXXqFPEeAQCRR7AMBMsAoAmo2r7DnE5mXBQGSkrC1jhatZJ7fLaco0bJ7nZHvEcAAACgoQsGAip66y0denKaag4dCllPuvoqZTz4oGLP5nj538L43/bQM/+Qd+5cKRCotWZNSlL6n/8s9003yhoTE7UeAQAAgIZ8XVP25ZfmM4XSD5eHfOY+Kr5vH/PEE3MzB5+9AaDRyiJYBoJlANA4BWtqVPLhh+bFX/mXX4UvsliUeNml5sVf4iWXyGKzRbpNAAAAoNEJlJWp4JVXVfDKKwpWVNRetNvlzs5W+t13saHjFAUqKlT42ms6/OJLCpaX11602eQeN1bpf/mL7Kmp0WoRAAAAaFR8Bw7IM3OmvLPnyF9QELbGlp4u15jRco8dK0eLFhHvEQBwZhEsA8EyAGhkfPn58s6eLe+s2arJywtbY3O55Bo9Sq5x4xTTunXEewQAAACaAl9eng5Nf0ZF8+dLx90esyYnK/1Pf2Ky1qlMgnvq6bDXOElXXKGMhx9SbPv2UekPAAAAaOyC1dUqfu89cyN7xarV4YusViUNuNI8JjPxwgtlsVoj3SYA4AwgWAaCZQDQCBhvteUrV5oXdSXvvS/V1IStiz/vPLknjFfyddfJGhsb8T4BAACApqhy0yblTZ0adpKwIytLGQ89qORrr5XFYolKf/VZ2dcrlD9liiq/+y5kLfacc5Q5eZL50AoAAABAZFRu3iJPzgwVvbUodJLwj2LOOkvu8dlyDh8um9MZ8R4BAHWHYBkIlgFAA+YvLVXRwoVmoKx667awNZa4OKXcMNjcJRTfrVvEewQAAABwZDNI6ccfK3/q46revj1kPb5XLzMkFd+zZ1T6q2+qtu9Q/hNPqPTDD0PW7BkZanb//XIOGyqLzRaV/gAAAICmjucTANA0ZBEsA8EyAGigO4Jyc1S88C0FTrQjqG1bczoZO4IAAACA+iPo88kze7YO/+NZ+T2ekPWUQder2cSJisnKUlNU4/Ho8LPPyTNzZsgkZkt8vNJuv01pt9wia0JC1HoEAAAA8BNOVAGAxi2LYBkIlgFAwxCsrlbxe++ZF2cVq1aHL7JalXzVAHP3T8IFF8hitUa6TQAAAAAnwV9SooIXXlTh66+bn/V/zuJwyP37m5R+552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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(12, 8), dpi=250)\n", + "eigvals = np.array(Ds_ogita_only)\n", + "# eigvals = np.array(results_match.Lambdas)\n", + "\n", + "for i in range(n):\n", + " plt.plot(t_eval, eigvals[:, i, i], lw=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "eff9e45a-905b-4fa5-82ff-fddff9085f1e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(12, 8), dpi=250)\n", + "eigvecs = np.array(Qs_ogita_only)\n", + "# eigvecs = np.array(results_match.Qs)\n", + "\n", + "for i in range(n):\n", + " for j in range(n):\n", + " plt.plot(t_eval, eigvecs[:, 0, i], lw=1)" + ] + }, { "cell_type": "markdown", "id": "baa2ea2e", "metadata": { "papermill": { - "duration": 0.006468, - "end_time": "2025-09-08T14:06:31.291720", + "duration": 0.004622, + "end_time": "2025-09-08T12:34:22.536258", "exception": false, - "start_time": "2025-09-08T14:06:31.285252", + "start_time": "2025-09-08T12:34:22.531636", "status": "completed" }, "tags": [] @@ -345,38 +420,22 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 9, "id": "524e65ad", "metadata": { - "execution": { - "iopub.execute_input": "2025-09-08T14:06:31.297400Z", - "iopub.status.busy": "2025-09-08T14:06:31.297147Z", - "iopub.status.idle": "2025-09-08T14:06:31.769912Z", - "shell.execute_reply": "2025-09-08T14:06:31.768997Z" - }, "papermill": { - "duration": 0.47746, - "end_time": "2025-09-08T14:06:31.771521", + "duration": 0.743402, + "end_time": "2025-09-08T12:34:23.284263", "exception": false, - "start_time": "2025-09-08T14:06:31.294061", + "start_time": "2025-09-08T12:34:22.540861", "status": "completed" }, "tags": [] }, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "solve_ivp: 19.23s, L1 error 5.45e-11\n", - "Matching + solve_ivp: 19.02s, L1 error 1.78e-13\n", - "Ogita-Aishima + solve_ivp: 18.93s, L1 error 9.44e-14\n", - "Ogita-Aishima + Euler: 0.08s, L1 error 1.40e-13\n" - ] - }, { "data": { - "image/png": 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", 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", 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" ] @@ -391,16 +450,6 @@ " A_t = A_func(t)\n", " norm_errors_ogita_only.append(np.linalg.norm(A_t - Q @ D @ Q.T, 'fro'))\n", "\n", - "err_none = np.trapz(results_none.norm_errors, results_none.t_eval)\n", - "err_match = np.trapz(results_match.norm_errors, results_match.t_eval)\n", - "err_ogita = np.trapz(results_ogita.norm_errors, results_ogita.t_eval)\n", - "err_ogita_only = np.trapz(norm_errors_ogita_only, t_eval)\n", - "\n", - "print(f'solve_ivp: {elapsed_none:.2f}s, L1 error {err_none:.2e}')\n", - "print(f'Matching + solve_ivp: {elapsed_match:.2f}s, L1 error {err_match:.2e}')\n", - "print(f'Ogita-Aishima + solve_ivp: {elapsed_ogita:.2f}s, L1 error {err_ogita:.2e}')\n", - "print(f'Ogita-Aishima + Euler: {elapsed_ogita_only:.2f}s, L1 error {err_ogita_only:.2e}')\n", - "\n", "plt.figure(figsize=(10,6))\n", "plt.plot(results_none.t_eval, results_none.norm_errors, label='solve_ivp')\n", "plt.plot(results_match.t_eval, results_match.norm_errors, label='Matching + solve_ivp')\n", @@ -410,15 +459,44 @@ "plt.xlabel('t')\n", "plt.ylabel(r'$\\|A(t) - Q(t)D(t)Q(t)^T\\|_F$')\n", "plt.legend()\n", - "plt.show()\n" + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "1c7f1879-437d-4a8a-b758-023bb293fde2", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "solve_ivp: 1.903s, cumulative error 5.304e-12\n", + "Matching + solve_ivp: 1.896s, cumulative error 6.171e-15\n", + "Ogita-Aishima + solve_ivp: 1.898s, cumulative error 1.597e-14\n", + "Ogita-Aishima + Euler: 0.065s, cumulative error 1.551e-14\n" + ] + } + ], + "source": [ + "err_none = np.trapz(results_none.norm_errors, results_none.t_eval)\n", + "err_match = np.trapz(results_match.norm_errors, results_match.t_eval)\n", + "err_ogita = np.trapz(results_ogita.norm_errors, results_ogita.t_eval)\n", + "err_ogita_only = np.trapz(norm_errors_ogita_only, t_eval)\n", + "\n", + "print(f'solve_ivp: {elapsed_none:.3f}s, cumulative error {err_none:.3e}')\n", + "print(f'Matching + solve_ivp: {elapsed_match:.3f}s, cumulative error {err_match:.3e}')\n", + "print(f'Ogita-Aishima + solve_ivp: {elapsed_ogita:.3f}s, cumulative error {err_ogita:.3e}')\n", + "print(f'Ogita-Aishima + Euler: {elapsed_ogita_only:.3f}s, cumulative error {err_ogita_only:.3e}')" ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "eigenpairflow", "language": "python", - "name": "python3" + "name": "eigenpairflow" }, "language_info": { "codemirror_mode": { @@ -430,21 +508,21 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.12" + "version": "3.12.4" }, "papermill": { "default_parameters": {}, - "duration": 60.962913, - "end_time": "2025-09-08T14:06:32.092837", + "duration": 82.444726, + "end_time": "2025-09-08T12:34:23.812186", "environment_variables": {}, "exception": null, "input_path": "notebooks/large_matrix_tracking_demo.ipynb", "output_path": "notebooks/large_matrix_tracking_demo.ipynb", "parameters": {}, - "start_time": "2025-09-08T14:05:31.129924", + "start_time": "2025-09-08T12:33:01.367460", "version": "2.6.0" } }, "nbformat": 4, "nbformat_minor": 5 -} \ No newline at end of file +}