diff --git a/examples/mbtrack2_cavity_resonator.ipynb b/examples/mbtrack2_cavity_resonator.ipynb index 94d9ac9373532f5211b841c314f598d8b5434422..e617cd08ce7d1afc2b08908d066e7ca508959f94 100644 --- a/examples/mbtrack2_cavity_resonator.ipynb +++ b/examples/mbtrack2_cavity_resonator.ipynb @@ -4,9 +4,7 @@ "metadata": { "colab": { "provenance": [], - "toc_visible": true, - "authorship_tag": "ABX9TyOm5fHBtug/d3SMEK1DtfNi", - "include_colab_link": true + "toc_visible": true }, "kernelspec": { "name": "python3", @@ -17,16 +15,6 @@ } }, "cells": [ - { - "cell_type": "markdown", - "metadata": { - "id": "view-in-github", - "colab_type": "text" - }, - "source": [ - "<a href=\"https://colab.research.google.com/github/GamelinAl/mbtrack2_examples/blob/main/mbtrack2_cavity_resonator.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>" - ] - }, { "cell_type": "markdown", "source": [ @@ -89,13 +77,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "BKGTZA_EvtF6", - "outputId": "d2d1c5c2-8293-4ae6-9db0-3f57f4909268" + "outputId": "9e40ac0e-904e-4a75-dc37-862d6110f562" }, "outputs": [ { @@ -103,17 +91,17 @@ "name": "stdout", "text": [ "Cloning into 'mbtrack2'...\n", - "remote: Enumerating objects: 1629, done.\u001b[K\n", - "remote: Counting objects: 100% (311/311), done.\u001b[K\n", - "remote: Compressing objects: 100% (181/181), done.\u001b[K\n", - "remote: Total 1629 (delta 182), reused 212 (delta 130), pack-reused 1318\u001b[K\n", - "Receiving objects: 100% (1629/1629), 1.88 MiB | 2.24 MiB/s, done.\n", - "Resolving deltas: 100% (1091/1091), done.\n" + "remote: Enumerating objects: 3169, done.\u001b[K\n", + "remote: Counting objects: 100% (159/159), done.\u001b[K\n", + "remote: Compressing objects: 100% (147/147), done.\u001b[K\n", + "remote: Total 3169 (delta 101), reused 15 (delta 12), pack-reused 3010 (from 1)\u001b[K\n", + "Receiving objects: 100% (3169/3169), 4.97 MiB | 4.89 MiB/s, done.\n", + "Resolving deltas: 100% (2163/2163), done.\n" ] } ], "source": [ - "! git clone https://gitlab.synchrotron-soleil.fr/PA/collective-effects/mbtrack2.git" + "! pip install mbtrack2" ] }, { @@ -126,9 +114,9 @@ "base_uri": "https://localhost:8080/" }, "id": "aIwNdoXlVDus", - "outputId": "6cfb7ede-b04e-46ad-856b-93b94deb22e9" + "outputId": "8f3aa306-1143-48e6-97b3-7edd7f669946" }, - "execution_count": null, + "execution_count": 2, "outputs": [ { "output_type": "stream", @@ -156,10 +144,28 @@ "from mbtrack2.utilities import Optics" ], "metadata": { - "id": "ewMLyHDOslSD" + "id": "ewMLyHDOslSD", + "outputId": "1eca8f4b-60c1-46cf-f9b8-9586c04cadfd", + "colab": { + "base_uri": "https://localhost:8080/" + } }, - "execution_count": null, - "outputs": [] + "execution_count": 3, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "mbtrack2 version 0.6.0.54\n", + "--------------------------------------------------\n", + "If used in a publication, please cite mbtrack2 paper and the zenodo archive for the corresponding code version (and other papers for more specific features).\n", + "[1] A. Gamelin, W. Foosang, N. Yamamoto, V. Gubaidulin and R. Nagaoka, “mbtrack2â€. Zenodo, Mar. 25, 2024. doi: 10.5281/zenodo.10871040.\n", + "[2] A. Gamelin, W. Foosang, and R. Nagaoka, “mbtrack2, a Collective Effect Library in Pythonâ€, presented at the 12th Int. Particle Accelerator Conf. (IPAC'21), Campinas, Brazil, May 2021, paper MOPAB070.\n", + "\n", + "\n" + ] + } + ] }, { "cell_type": "code", @@ -180,7 +186,7 @@ "metadata": { "id": "GH7V8wmmxH4i" }, - "execution_count": null, + "execution_count": 4, "outputs": [] }, { @@ -195,7 +201,7 @@ "metadata": { "id": "yY9Fh3JR1rQy" }, - "execution_count": null, + "execution_count": 5, "outputs": [] }, { @@ -208,7 +214,7 @@ "metadata": { "id": "WiPq6SDLvbjC" }, - "execution_count": null, + "execution_count": 6, "outputs": [] }, { @@ -228,7 +234,7 @@ "metadata": { "id": "Vcy-pUOYTwp4" }, - "execution_count": null, + "execution_count": 7, "outputs": [] }, { @@ -248,9 +254,9 @@ "height": 466 }, "id": "T2Gu7M1XTzSc", - "outputId": "cba53b56-05d1-477c-bbd2-36299129201d" + "outputId": "a9775d9e-0f73-43c3-98f1-d789bf24126f" }, - "execution_count": null, + "execution_count": 8, "outputs": [ { "output_type": "stream", @@ -297,7 +303,7 @@ "metadata": { "id": "_Un3rKy7PFWT" }, - "execution_count": null, + "execution_count": 9, "outputs": [] }, { @@ -311,7 +317,7 @@ "metadata": { "id": "W3yPFAXfPJUr" }, - "execution_count": null, + "execution_count": 10, "outputs": [] }, { @@ -337,17 +343,17 @@ "base_uri": "https://localhost:8080/" }, "id": "NnUmubbnUyGJ", - "outputId": "d956f844-891a-4da6-ff46-ecb92e696273" + "outputId": "93bde587-5e1e-43a4-d478-0e8a33c141be" }, - "execution_count": null, + "execution_count": 11, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ - "[ 6.30935783e-04 1.85770969e-05 1.04912102e-03 -1.62874235e-03\n", - " 4.16169410e-04]\n", - "[ 0.00076549 0.00014476 0.00118558 -0.00149344 0.00054759]\n" + "[-0.00070136 -0.00023309 -0.00118755 -0.00025426 -0.00131552]\n", + "[-5.77827373e-04 -9.63700266e-05 -1.05731502e-03 -1.24226321e-04\n", + " -1.18057734e-03]\n" ] } ] @@ -377,7 +383,7 @@ "metadata": { "id": "f2hjNnrzoYi8" }, - "execution_count": null, + "execution_count": 12, "outputs": [] }, { @@ -405,7 +411,7 @@ "metadata": { "id": "ebAW1aY_rCR0" }, - "execution_count": 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200038.46314288+979661.94427288j,\n", + " 200037.98301094+979659.86203178j, 200037.49683581+979658.2088997j ,\n", + " 200037.00845764+979656.52444428j, 200036.51880305+979654.88173367j])" ] }, "metadata": {}, @@ -987,7 +995,7 @@ "metadata": { "id": "_qCp81Zo1n-u" }, - "execution_count": null, + "execution_count": 27, "outputs": [] }, { @@ -1009,9 +1017,9 @@ "base_uri": "https://localhost:8080/" }, "id": "-nWBy0b42FpF", - "outputId": "1500a99d-b6ee-4619-d573-973a614a649a" + "outputId": "63287191-1d49-4ca8-bde6-34f099599594" }, - "execution_count": null, + "execution_count": 28, "outputs": [ { "output_type": "execute_result", @@ -1043,7 +1051,7 @@ "metadata": { "id": "QiSFXSAZ2B4u" }, - "execution_count": null, + "execution_count": 29, "outputs": [] }, { @@ -1159,7 +1167,7 @@ "metadata": { "id": "CHF_GzVC5KQD" }, - "execution_count": null, + "execution_count": 30, "outputs": [] }, { @@ -1179,7 +1187,7 @@ "metadata": { "id": "yN07pCXd5G6q" }, - "execution_count": null, + "execution_count": 31, "outputs": [] }, { @@ -1207,7 +1215,7 @@ "metadata": { "id": "tywlUGCoKguV" }, - "execution_count": null, + "execution_count": 32, "outputs": [] }, { @@ -1230,9 +1238,9 @@ "height": 465 }, "id": "wL7jVkvMLVzL", - "outputId": "9a8e8ff0-945c-4605-9343-9b85b1d465b3" + "outputId": "5689a6c8-ee61-4d41-d545-f95c21d6dae1" }, - "execution_count": null, + "execution_count": 33, "outputs": [ { "output_type": "display_data", @@ -1240,7 +1248,7 @@ "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], - "image/png": 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\n" + "image/png": 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\n" }, "metadata": {} } @@ -1257,9 +1265,9 @@ "height": 465 }, "id": "fRGflKdSLuvk", - "outputId": "dd824d08-3c06-414c-9fd2-54e7fbe2b2f7" + "outputId": "ba6f212b-47a4-4725-efe7-6700ff44ef83" }, - "execution_count": null, + "execution_count": 34, "outputs": [ { "output_type": "display_data", @@ -1267,7 +1275,7 @@ "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], - "image/png": 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\n" + "image/png": 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\n" }, "metadata": {} } @@ -1283,10 +1291,10 @@ "base_uri": "https://localhost:8080/", "height": 465 }, - "outputId": "15fd1864-b200-4591-d42d-ee76e40ee8ba", + "outputId": "c7b9cbad-786c-4c4f-a14e-f1ab2a9886aa", "id": "srURo9xxMqqy" }, - "execution_count": null, + "execution_count": 35, "outputs": [ { "output_type": "display_data", @@ -1294,7 +1302,7 @@ "text/plain": [ "<Figure size 640x480 with 2 Axes>" ], - "image/png": 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\n" + "image/png": 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\n" }, "metadata": {} } @@ -1310,10 +1318,10 @@ "base_uri": "https://localhost:8080/", "height": 449 }, - "outputId": "5d60b6f7-9380-43d4-9e5f-e91c8e8ab2aa", + "outputId": "cc6adca8-3589-4fa3-a367-3f8e37402baf", "id": "vI20crgCMTkj" }, - "execution_count": null, + "execution_count": 36, "outputs": [ { "output_type": "display_data", @@ -1355,7 +1363,7 @@ "metadata": { "id": "aYfAxnr3Pe9V" }, - "execution_count": null, + "execution_count": 37, "outputs": [] }, { @@ -1384,7 +1392,7 @@ "metadata": { "id": "hBQxYlQvN2f5" }, - "execution_count": null, + "execution_count": 38, "outputs": [] }, { @@ -1405,49 +1413,28 @@ " HC.detune = det\n", " V = BeamLoadingEquilibrium(ring, [MC,HC], I0, auto_set_MC_theta=False)\n", " sol = V.beam_equilibrium(plot=False)\n", - " fig = V.plot_rho(z1=-0.2, z2=0.2)\n", + " fig = V.plot_rho()\n", "plt.legend(leg)" ], "metadata": { "id": "xAlbfHmoPk4G", "colab": { "base_uri": "https://localhost:8080/", - "height": 754 + "height": 493 }, - "outputId": "d6b113e7-40b3-4dea-a7b4-d04b3f1d50fc" + "outputId": "bf7737f2-a0e1-478b-d27c-43a8ea331ac6" }, - "execution_count": null, + "execution_count": 40, "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "The initial center of mass offset is -0.17202964722127753 ps\n", - "The final center of mass offset is 0.7603234535161224 ps\n", - "The algorithm has converged: True\n", - "The initial center of mass offset is -0.7480023322567962 ps\n", - "The final center of mass offset is 1.507668642882292 ps\n", - "The algorithm has converged: True\n", - "The initial center of mass offset is -21.12365937281321 ps\n", - "The final center of mass offset is 6.987443148551981 ps\n", - "The algorithm has converged: True\n", - "The initial center of mass offset is -178.42158504142026 ps\n", - "The final center of mass offset is 13.77731893548217 ps\n", - "The algorithm has converged: True\n", - "The initial center of mass offset is -325.2644871748486 ps\n", - "The final center of mass offset is 17.165812866907483 ps\n", - "The algorithm has converged: True\n" - ] - }, { "output_type": "execute_result", "data": { "text/plain": [ - "<matplotlib.legend.Legend at 0x7f86ceb5e8c0>" + "<matplotlib.legend.Legend at 0x7b3a28309d20>" ] }, "metadata": {}, - "execution_count": 39 + "execution_count": 40 }, { "output_type": "display_data", @@ -1455,7 +1442,7 @@ "text/plain": [ "<Figure size 640x480 with 1 Axes>" ], - "image/png": 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ZWVkt3RUhhA3lF5Uoc6L+VEKe2qAMf2WLcjShbf8/XlBQoBw9elQpKCho6a7Uy8yZM5Ubb7yx0vYtW7YogPLRRx9Zt2VkZChz5sxRvL29FRcXF2XUqFHKwYMHFUVRlNWrVytAhcfq1auVuLg4BVD++uuvCucBlG3btimKoijbtm1TAOWXX35R+vfvrzg4OChDhw5Vjh8/XqFP69atU/r166fo9XolLCxMWbp0qVJcXGzz70lVQkJClDfeeKPS9kGDBinz5s2zfm00GpXAwEBl+fLliqIoSmZmpmJnZ6d888031jbHjh1TAGX37t1VXstkMin+/v7Kv/71L+u2zMxMRa/XK1988UW1fRwxYoQyf/5869cbNmxQXF1dlc8++0xRFEVZsmSJ0qdPn0rHXfozmjlzZqWfZfmfV3k1/d7X5/NbMh9CiGbxz03H+eWYOfV8PqOABz7bT1FJ46brtSaKopBvKGmRh6I0PpN07bXX0qdPH7799lvrtltvvZWUlBQ2btzI/v37iYiIYPTo0aSnpzNt2jQee+wxevToQWJiIomJiUybNq1e13z22WdZsWIF+/btQ6vVcs8991j37dy5kxkzZjB//nyOHj3Khx9+SFRUFMuWLav2fGvWrMHZ2bnGx86dO+v/zSllMBjYv38/Y8aMsW5Tq9WMGTOG3bt3A7B//36Ki4srtOnatSvBwcHWNpeKi4sjKSmpwjFubm4MHjy42mMu9fnnn3P77bezZs0a7rzzznq9r7feesv6M0xMTGT+/Pn4+vrStWvXep2nPmSRMSFEk7uYU8Tne84C8Nb0vrz84zHOpOXzzb7z3DUkpIV7ZxsFxUa6L/6pRa599IVxOOoa/895165dOXToEAC//fYbe/fuJSUlBb1eD8Brr73GunXrWLt2LXPnzsXZ2RmtVlvtEEVtli1bxogRIwBYtGgREydOpLCwEHt7eyIjI1m0aBEzZ84EIDw8nBdffJEnn3ySJUuWVHm+yZMnM3jw4BqvGRQU1KC+AqSmpmI0GvHz86uw3c/Pj+PHjwOQlJSETqfD3d29UpukpKQqz2vZXtV5qzumvHfffZdnn32W//3vf9bvp8Xhw4dxdnausO3SYNXNzQ03NzcAvv32Wz788EN++eWXBv9c60KCDyFEk1uz5wwGo4l+we7c2DeIizlFvPTDMb7ed+6yCT4uB4qiWNdxiI6OJjc3Fy8vrwptCgoKiI2Ntcn1evfubX0dEBAAQEpKCsHBwURHR7Nr164KmQ6j0UhhYSH5+flVrirr4uKCi4uLTfrWVqxdu5aUlBR27drFwIEDK+3v0qUL33//fYVtFy5cYOTIkZXa/vXXX9x999288847DB8+vKm6DEjwIYRoBusPJgAwa1goADf1C+Kfm45z6HwWx5Oy6erv2oK9sw0HOw1HXxjXYte2hWPHjhEWFgZAbm4uAQEBbN++vVK7S/+qL89yj5vyf10XFxdX2bb88tyWoMcy4yY3N5fIyMgqCzXt7e2rPN+aNWu4//77q+0bwMaNG7n66qtrbFMdb29vNBpNpZkrycnJ1iyBv78/BoOBzMzMCt+n8m0uZdmenJxsDcIsX9c2m6hfv34cOHCAVatWMWDAgEqLgOl0Ojp27Fhhm1Zb+aM/KSmJyZMnc++99zJnzpwar2kLEnwIIZrU6Yu5xKXmYadRcW1XXwC8nPWM6OzLL8eS2XIs5bIIPlQqlU2GPlrK1q1bOXz4MI8++igAERERJCUlodVqCQ0NrfIYnU5XaZltHx8fABITE+nXrx9Ag6Z0RkREEBMTU+mDsyZNPeyi0+no378/W7ZsYcqUKYA5WNqyZQsPP/wwAP3798fOzo4tW7YwdepUAGJiYjh79ixDhw6t8rxhYWH4+/uzZcsWa7CRnZ3Nnj17ePDBB2vsU4cOHVixYgUjR45Eo9Hwzjvv1Pt9FRYWcuONN9K1a1def/31eh/fEG33/xQhRJuw9bh5CuLgMC9c7Mv+0h3R2ZtfjiWz8+RF5o2q+weMaLyioiKSkpIwGo0kJyezadMmli9fzqRJk5gxYwYAY8aMYejQoUyZMoVXX32Vzp07k5CQwA8//MBNN93EgAEDCA0NJS4ujoMHD9KuXTtcXFxwcHBgyJAhvPLKK4SFhZGSksJzzz1X7z4uXryYSZMmERwczC233IJarSY6OpojR47w0ksvVXlMY4ddDAYDR48etb6+cOECBw8exNnZ2RoELVy4kJkzZzJgwAAGDRrEm2++SV5eHrNnzwbM9RNz5sxh4cKFeHp64urqyiOPPMLQoUMZMmSI9Vpdu3Zl+fLl3HTTTahUKhYsWMBLL71Ep06dCAsL4/nnnycwMNAa5NSkc+fObNu2jZEjR6LVaqtdn6Q6999/P+fOnWPLli1cvHjRut3T07Pp7l1U63yYZiZTbYW4vMxctUcJeWqD8tGvsRW2x13MVUKe2qB0fOYHJbeweaZP2lJbnmpL6VRKrVar+Pj4KGPGjFFWrVqlGI3GCm2zs7OVRx55RAkMDFTs7OyU9u3bK3feeady9uxZRVEUpbCwUJk6dari7u5unWqrKIpy9OhRZejQoYqDg4PSt29fZfPmzVVOtc3IyLBe66+//lIAJS4uzrpt06ZNyrBhwxQHBwfF1dVVGTRokLJy5com+95YpqBe+hgxYkSFdv/+97+V4OBgRafTKYMGDVL++OOPCvsLCgqUhx56SPHw8FAcHR2Vm266SUlMTKzQpvz3S1HM022ff/55xc/PT9Hr9cro0aOVmJiYGvt76VTbo0ePKr6+vsrChQsVRan7VNuQkJBmn2qrUhQbzNGyoezsbNzc3MjKysLVte2nYoW4kplMCn1f2Ex2YQn/e/gqerVzs+5TFIWrX93G+YwCPp0ziKs7+bRgT+uvsLCQuLg4wsLCqq1BEOJyU9PvfX0+v2WdDyFEkzl1MZfswhIc7DR0DaiYDlepVEQEewBw8GxmC/ROCNFSJPgQQjSZffEZAPRt746dpvI/N33buwMQfT6zGXslhGhpEnwIIZrM4QuZAPQLdq9yf5/S4OPguUybrNIphGgbJPgQQjSZ40k5AHQLqHr8t0egK1q1itRcAwlZl+kNtIQQlUjwIYRoEiaTQow1+Kh6+qO9nYYOPualn48nZjdb34QQLUuCDyFEkzifUUC+wYhOqybUy6nadl38zYGJJUsihLj8SfAhhGgSx5LMmYxOvs5oqyg2tbAEHzESfAhxxZDgQwjRJCzBhCW4qE5XCT6EuOJI8CGEaBLHSzMf3Wq5b4slOIm9mIuhxNTk/RJCtDwJPoQQTeJ4HTMfQe4OONhpKDEpnM/Ib46uCdHqLV26tNY72rZlEnwIIWyuxGjibJo5kOjk51xjW5VKRai3uSA1LjWvyft2pZs1axYqlQqVSoWdnR1+fn6MHTuWVatWWW9nX1eX4wdkZmYm8+bNIyAgAL1eT+fOnfnxxx8rtHn33XcJDQ3F3t6ewYMHs3fv3lrP+80339C1a1fs7e3p1atXpXPW1/bt21GpVGRmZlbaFxoaWu+byzU3CT6EEDZ3IbOAEpOCXqvGz6X2+56EeTsCEnw0l/Hjx5OYmEh8fDwbN25k1KhRzJ8/n0mTJlFSUtLS3WsxBoOBsWPHEh8fz9q1a4mJieGjjz4iKCjI2uarr75i4cKFLFmyhAMHDtCnTx/GjRtHSkpKtef9/fffuf3225kzZw5//fUXU6ZMYcqUKRw5cqQ53larJMGHEMLm4kuzHqFeTqjVqlrbh5VmPuLTJPhoDnq9Hn9/f4KCgoiIiOCZZ55h/fr1bNy4kaioKGu7zMxM7r33Xnx8fHB1deXaa68lOjoagKioKCIjI4mOjrZmUqKiooiPj0elUnHw4MEK51GpVGzfvh0o+6t9y5YtDBgwAEdHR4YNG0ZMTEyFfq5fv56IiAjs7e0JDw8nMjKySYOjVatWkZ6ezrp16xg+fDihoaGMGDGCPn36WNu8/vrr3HfffcyePZvu3bvzwQcf4OjoyKpVq6o971tvvcX48eN54okn6NatGy+++CIRERG88847de5bbGws4eHhPPzww/VaDTgqKsr68yn/WLp0aZ3P0RTqFXwsX76cgQMH4uLigq+vL1OmTKn0yzJy5MhKb/KBBx6waaeFEK1bfGkGI8TLsU7tLeuAtOnMh6KAIa9lHjZYmv7aa6+lT58+fPvtt9Ztt956KykpKWzcuJH9+/cTERHB6NGjSU9PZ9q0aTz22GP06NGDxMREEhMTmTZtWr2u+eyzz7JixQr27duHVqvlnnvuse7buXMnM2bMYP78+Rw9epQPP/yQqKgoli1bVu351qxZg7Ozc42PnTt3Vnv8999/z9ChQ5k3bx5+fn707NmTl19+GaPRCJgzI/v372fMmDHWY9RqNWPGjGH37t3Vnnf37t0VjgEYN25cjceUd+jQIa666iruuOMO3nnnHVSq2gN6i2nTpll/PomJiXzxxRdotVqGDx9e53M0BW19Gu/YsYN58+YxcOBASkpKeOaZZ7juuus4evQoTk5liwjdd999vPDCC9avHR3r9g+QEOLyYAkiLBmN2oT7lGY+UttwwWlxPrwc2DLXfiYBdHX7Xteka9euHDp0CIDffvuNvXv3kpKSgl6vB+C1115j3bp1rF27lrlz5+Ls7IxWq8Xf379B11u2bBkjRowAYNGiRUycOJHCwkLs7e2JjIxk0aJFzJw5E4Dw8HBefPFFnnzySZYsWVLl+SZPnszgwYNrvGb5IZRLnT59mq1bt3LnnXfy448/curUKR566CGKi4tZsmQJqampGI1G/Pz8Khzn5+fH8ePHqz1vUlJSlcckJSXV2FcwD9lMmjSJZ599lscee6zS/nbt2lXalp9f9v+Rg4MDDg4OgDl7Mm/ePF5++WXGjh1b67WbUr2Cj02bNlX4OioqCl9fX/bv388111xj3e7o6NjgX0YhRNt3Js2S+ajbB6Il85GQVUBhsRF7O02T9U1UT1EU61/V0dHR5Obm4uXlVaFNQUEBsbGxNrle7969ra8DAgIASElJITg4mOjoaHbt2lUh02E0GiksLCQ/P7/KP2pdXFxwcal5dlVNTCYTvr6+rFy5Eo1GQ//+/blw4QL/+te/qg14mtLZs2cZO3Ysy5YtY8GCBVW22blzZ6X3PHLkyErtsrKymDRpEhMnTuSJJ55ogt7WT72Cj0tlZWUB4OnpWWH7mjVr+Oyzz/D39+eGG27g+eefl+yHEFcQa82Hd93+v/d00uFiryWnsIQzafm1Ts9tlewczRmIlrq2DRw7doywsDAAcnNzCQgIsNZplOfu7l7tOdRq82h++bqE4uLiKtva2dlZX1uCHsuMm9zcXCIjI7n55psrHWdvX3UR85o1a7j//vur7RvAxo0bufrqq6vcFxAQgJ2dHRpNWfDbrVs3kpKSMBgMeHt7o9FoSE5OrnBccnJyjX9w+/v71/sYAB8fHwIDA/niiy+45557cHWtvGZOWFhYpZ+HVlvxo91oNDJt2jRcXV1ZuXJljddsLg0OPkwmEwsWLGD48OH07NnTuv2OO+4gJCSEwMBADh06xFNPPUVMTEyFccTyioqKKCoqsn6dnS03lxKiLSsxmjiXXlZwWhcqlYpwbyeiz2cRl5rXNoMPlcomQx8tZevWrRw+fJhHH30UgIiICJKSktBqtYSGhlZ5jE6ns9ZDWPj4+ACQmJhIv379ACoUn9ZVREQEMTExdOzYsc7HNHbYZfjw4Xz++eeYTCZrEHXixAkCAgLQ6XQA9O/fny1btjBlyhTA/Fm4ZcsWHn744WrPO3ToULZs2VIhe/Hzzz8zdOjQGvvq4ODAhg0buP766xk3bhybN29uUGbn0Ucf5fDhw+zbt6/awK25NTj4mDdvHkeOHOG3336rsH3u3LnW17169SIgIIDRo0cTGxtLhw4dKp1n+fLlREZGNrQbQohWpvw0W3/Xuv9DF+xlDj4sgYtoOkVFRSQlJWE0GklOTmbTpk0sX76cSZMmMWPGDADGjBnD0KFDmTJlCq+++iqdO3cmISGBH374gZtuuokBAwYQGhpKXFwcBw8epF27dri4uODg4MCQIUN45ZVXCAsLIyUlheeee67efVy8eDGTJk0iODiYW265BbVaTXR0NEeOHOGll16q8pjGDrs8+OCDvPPOO8yfP59HHnmEkydP8vLLL/OPf/zD2mbhwoXMnDmTAQMGMGjQIN58803y8vKYPXu2tc2MGTMICgpi+fLlAMyfP58RI0awYsUKJk6cyJdffsm+ffvqlIVwcnLihx9+YMKECUyYMIFNmzbh7Fzz2jnlrV69mvfee4/vvvsOlUplrTOxFOC2GKUB5s2bp7Rr1045ffp0rW1zc3MVQNm0aVOV+wsLC5WsrCzr49y5cwqgZGVlNaRrQogWtiMmRQl5aoMyZsX2eh33ysZjSshTG5Ql6480Uc9sq6CgQDl69KhSUFDQ0l2pl5kzZyqAAiharVbx8fFRxowZo6xatUoxGo0V2mZnZyuPPPKIEhgYqNjZ2Snt27dX7rzzTuXs2bOKopj//Z46dari7u6uAMrq1asVRVGUo0ePKkOHDlUcHByUvn37Kps3b1YAZdu2bYqiKMq2bdsUQMnIyLBe66+//lIAJS4uzrpt06ZNyrBhwxQHBwfF1dVVGTRokLJy5cqm/PYov//+uzJ48GBFr9cr4eHhyrJly5SSkpIKbf79738rwcHBik6nUwYNGqT88ccfFfaPGDFCmTlzZoVtX3/9tdK5c2dFp9MpPXr0UH744Yca+7FkyRKlT58+1q9zcnKUYcOGKddcc42Sm5tb5ffQIiQkRHnjjTcURan48y7/WLJkSV2/JRXU9HuflZVV589vlaLUfY6Woig88sgjfPfdd2zfvp1OnTrVesyuXbu46qqriI6OrlBcVJ3s7Gzc3NzIysqqcnxLCNG6fbH3LE9/e5iRXXyImj2ozsd99scZnlt3hDHdfPnPzIFN2EPbKCwsJC4ujrCwsFaTyhaiqdX0e1+fz+96DbvMmzePzz//nPXr1+Pi4mJN37i5ueHg4EBsbCyff/45119/PV5eXhw6dIhHH32Ua665pk6BhxCi7buQUQCY79lSH+08zO3Plx4vhLh81Sv4eP/994HK03hWr17NrFmz0Ol0/PLLL9YxsPbt2zN16tQGjfcJIdqmC5nm4KGdR/1mYFiCjwsSfAhx2atX8FHbCE379u3ZsWNHozokhGjbrJkPj/plPoLczcFKTlEJWQXFuDnY1XKEEKKtknu7CCFsypL5qO+wi4NOg5eTeTrj+QyZ8SLE5UyCDyGEzZQYTSRlFwJlwyj1IUMvQlwZJPgQQthMUnYhRpOCTqPGx1lf7+MtQzWW7IkQ4vIkwYcQwmYsGYsAd3vU6rrfedPCUqQqM16EuLxJ8CGEsJmG1ntYWI6Tmg8hLm8SfAghbKaha3xYBJYel5hVaLM+CSFaHwk+hBA2k5BlDj4CGxh8WO4FkyTBh7jCzZo1y3rzusuRBB9CCJuxBA0Bbg1bbty/9LjU3CJKjCab9UuUmTVrFiqVCpVKhZ2dHX5+fowdO5ZVq1ZZb2dfV0uXLqVv375N09EW9uWXX6JSqSoFAOW/f5bH+PHjaz3fu+++S2hoKPb29gwePJi9e/c2qn9RUVG4u7tXuU+lUrFu3bpGnb+pSfAhhLCZpOwiAPwaGHx4Oemw06gwKXAxt8iWXRPljB8/nsTEROLj49m4cSOjRo1i/vz5TJo0iZKSkpbuXouLj4/n8ccf5+qrr65yv+X7Z3l88cUXNZ7vq6++YuHChSxZsoQDBw7Qp08fxo0bR0pKSlN0v02Q4EMIYTPJpWt8WIZP6kutVuHrIkMvTU2v1+Pv709QUBARERE888wzrF+/no0bNxIVFWVtl5mZyb333ouPjw+urq5ce+21REdHA+a/vCMjI4mOjrZmAKKiooiPj0elUnHw4MEK51GpVGzfvh2A7du3o1Kp2LJlCwMGDMDR0ZFhw4YRExNToZ/r168nIiICe3t7wsPDiYyMbPLgyGg0cueddxIZGUl4eHiVbSzfP8vDw8OjxnO+/vrr3HfffcyePZvu3bvzwQcf4OjoyKpVq+rcrz///BMfHx/++c9/1uv9LF26tFKmxvKzakkSfAghbKKoxEh6ngFoePAB4OdqXh+krQUfiqKQX5zfIo963Jy8Wtdeey19+vTh22+/tW679dZbSUlJYePGjezfv5+IiAhGjx5Neno606ZN47HHHqNHjx7WDMC0adPqdc1nn32WFStWsG/fPrRaLffcc491386dO5kxYwbz58/n6NGjfPjhh0RFRbFs2bJqz7dmzRqcnZ1rfOzcubPGPr3wwgv4+voyZ86catts374dX19funTpwoMPPkhaWlq1bQ0GA/v372fMmDHWbWq1mjFjxrB79+4a+2KxdetWxo4dy7Jly3jqqafqdIzF448/XiFL89prr+Ho6MiAAQPqdR5bq9e9XYQQojoppUMuOq0ad8eG35fFUvdhWSm1rSgoKWDw54Nb5Np77tiDo139buRXla5du3Lo0CEAfvvtN/bu3UtKSgp6vTkgfO2111i3bh1r165l7ty5ODs7o9Vq8ff3b9D1li1bxogRIwBYtGgREydOpLCwEHt7eyIjI1m0aBEzZ84EIDw8nBdffJEnn3ySJUuWVHm+yZMnM3hwzT+DoKCgavf99ttvfPzxxxWyNpcaP348N998M2FhYcTGxvLMM88wYcIEdu/ejUajqdQ+NTUVo9GIn59fhe1+fn4cP368xr4CfPfdd8yYMYP//Oc/lYK7rKwsnJ2dazzeEnQB/PHHHzz33HP897//pWfPnrVeuylJ8CGEsImkckMuKlX9Fxiz8HNtm8HH5UBRFOvPLjo6mtzcXLy8vCq0KSgoIDY21ibX6927t/V1QEAAACkpKQQHBxMdHc2uXbsqZDqMRiOFhYXk5+fj6Fg52HJxccHFxaVBfcnJyeHuu+/mo48+wtvbu9p206dPt77u1asXvXv3pkOHDmzfvp3Ro0c36NrV2bNnDxs2bGDt2rVVznxxcXHhwIEDlbZ36tSp0razZ88yZcoUHn/8cW677Tab9rMhJPgQQtiEZZikMUMu5Y9PbmPDLg5aB/bcsafFrm0Lx44dIywsDIDc3FwCAgKsdRrlVTfLAsxDClDxLujFxcVVtrWzK8uQWYIey4yb3NxcIiMjufnmmysdZ29f9e/YmjVruP/++6vtG8DGjRurLCSNjY0lPj6eG264wbrN0hetVktMTAwdOnSodFx4eDje3t6cOnWqyuDD29sbjUZDcnJyhe3Jycm1Zow6dOiAl5cXq1atYuLEiRW+X2D+Xnfs2LHGcwDk5eUxefJkhg4dygsvvFBr++YgwYcQwiYsxaa+rvW/p0t5lmGXtrbQmEqlssnQR0vZunUrhw8f5tFHHwUgIiKCpKQktFotoaGhVR6j0+kwGo0Vtvn4+ACQmJhIv379AGocxqhOREQEMTExdfpwtWjMsEvXrl05fPhwhW3PPfccOTk5vPXWW7Rv377K486fP09aWpo1c3MpnU5H//792bJlizV7YTKZ2LJlCw8//HCNffX29ubbb79l5MiR3HbbbXz99deVApDaKIrCXXfdhclk4tNPP21UVtKWJPgQQtiEzTMfMuzSZIqKikhKSsJoNJKcnMymTZtYvnw5kyZNYsaMGQCMGTOGoUOHMmXKFF599VU6d+5MQkICP/zwAzfddBMDBgwgNDSUuLg4Dh48SLt27XBxccHBwYEhQ4bwyiuvEBYWRkpKCs8991y9+7h48WImTZpEcHAwt9xyC2q1mujoaI4cOcJLL71U5TGNGXaxt7evVAdhyfBYtluyMVOnTsXf35/Y2FiefPJJOnbsyLhx46zHjR49mptuuskaXCxcuJCZM2cyYMAABg0axJtvvkleXh6zZ8+utV++vr5s3bqVUaNGcfvtt/Pll1+i1db9o3vp0qX88ssvbN68mdzcXHJzcwFwc3PDwcE2GbOGkNkuQgibsNZ8NHCND4vyBae2mMUhKtu0aRMBAQGEhoYyfvx4tm3bxttvv8369eutRZMqlYoff/yRa665htmzZ9O5c2emT5/OmTNnrMWTU6dOZfz48YwaNQofHx/reherVq2ipKSE/v37s2DBgmqDhZqMGzeODRs2sHnzZgYOHMiQIUN44403CAkJsd03op40Gg2HDh1i8uTJdO7cmTlz5tC/f3927txpLcoF8xBOamqq9etp06bx2muvsXjxYvr27cvBgwfZtGlTpSLU6vj7+1szU3feeWelbFNNduzYQW5uLsOGDSMgIMD6+Oqrr+r+xpuASmll/3dnZ2fj5uZGVlYWrq6uLd0dIUQd3frB7/wZn8G/b+/HDX0CG3yewmIjXZ/fBED04utwa8TMmaZUWFhIXFwcYWFh1dYgCHG5qen3vj6f35L5EELYhK0yH/Z2GutUXZnxIsTlSYIPIUSjKYpCcuk6H42t+Sh/jsTSG9UJIS4vEnwIIRotM78YQ4l5WmJjZ7tA2VofUnQqxOVJgg8hRKNZhkc8nXTotZVXeawvy11xk7Lk5nJCXI4k+BBCNJol+PCzwZALgG/peVJyJPMhxOVIgg8hRKNZViP1s8GQC4CPi/k8F3Mk8yHE5UiCDyFEo1mCBD8X22Q+fJzNwUeKBB9CXJYk+BBCNNrFXHOQ4O2is8n5JPMhxOVNgg8hRKOllgYfloxFY/lago/cIlnlVIjLkAQfQohGs2QofGw17FIafBhKTGQXltjknEK0JbNmzbLeiO5yJMGHEKLRyoIP22Q+7O00uNhrK5xb2MasWbNQqVSoVCrs7Ozw8/Nj7NixrFq1ynoL+bpaunQpffv2bZqOtrAvv/wSlUpVIQAoLi7mqaeeolevXjg5OREYGMiMGTNISEio9XzvvvsuoaGh2NvbM3jwYPbu3duo/kVFRVlvfHcplUrFunXrGnX+pibBhxCi0SwBgrezbWo+QOo+mtL48eNJTEwkPj6ejRs3MmrUKObPn8+kSZMoKZFMU3x8PI8//jhXX311he35+fkcOHCA559/ngMHDvDtt98SExPD5MmTazzfV199xcKFC1myZAkHDhygT58+jBs3jpSUlKZ8G62aBB9CiEbJN5SQZzDfZdNWmQ8oqx+xFLMK29Hr9fj7+xMUFERERATPPPMM69evZ+PGjURFRVnbZWZmcu+99+Lj44OrqyvXXnst0dHRgPkv78jISKKjo62ZlKioKOLj41GpVBw8eLDCeVQqFdu3bwdg+/btqFQqtmzZwoABA3B0dGTYsGHExMRU6Of69euJiIjA3t6e8PBwIiMjmzw4MhqN3HnnnURGRhIeHl5hn5ubGz///DO33XYbXbp0YciQIbzzzjvs37+fs2fPVnvO119/nfvuu4/Zs2fTvXt3PvjgAxwdHVm1alWd+/Xnn3/i4+PDP//5z3q9n6VLl1p/PuUf5X/OLUGCDyFEo6TmGACwt1PjrNfa7LyWQCaljSyxrigKpvz8FnnYoij32muvpU+fPnz77bfWbbfeeispKSls3LiR/fv3ExERwejRo0lPT2fatGk89thj9OjRg8TERBITE5k2bVq9rvnss8+yYsUK9u3bh1ar5Z577rHu27lzJzNmzGD+/PkcPXqUDz/8kKioKJYtW1bt+dasWYOzs3ONj507d9bYpxdeeAFfX1/mzJlTp/eQlZWFSqWqdgjEYDCwf/9+xowZY92mVqsZM2YMu3fvrtM1tm7dytixY1m2bBlPPfVUnY6xePzxx60/n8TERF577TUcHR0ZMGBAvc5ja7b7l0IIcUW6mGsODnxc9KhUKpud18elbWU+lIICYiL6t8i1uxzYj8rRsdHn6dq1K4cOHQLgt99+Y+/evaSkpKDXm38Wr732GuvWrWPt2rXMnTsXZ2dntFot/v7+DbresmXLGDFiBACLFi1i4sSJFBYWYm9vT2RkJIsWLWLmzJkAhIeH8+KLL/Lkk0+yZMmSKs83efJkBg8eXOM1g4KCqt3322+/8fHHH1fI2tSksLCQp556ittvv73aW8inpqZiNBrx8/OrsN3Pz4/jx4/Xeo3vvvuOGTNm8J///KdScJeVlYWzs3ONx1uCLoA//viD5557jv/+97/07Nmz1ms3JQk+hBCNcrE08+Fto2m2FlLz0fwURbEGkNHR0eTm5uLl5VWhTUFBAbGxsTa5Xu/eva2vAwICAEhJSSE4OJjo6Gh27dpVIdNhNBopLCwkPz8fxyqCLRcXF1xcXBrUl5ycHO6++24++ugjvL29a21fXFzMbbfdhqIovP/++w26Zm327NnDhg0bWLt2bZUzX1xcXDhw4ECl7Z06daq07ezZs0yZMoXHH3+c2267rSm6Wy8SfAghGuWijdf4sLDWfLSR4EPl4ECXA/tb7Nq2cOzYMcLCwgDIzc0lICDAWqdRXnVDDGAeUgAqDAUVFxdX2dbOzs762hL0WGbc5ObmEhkZyc0331zpOHv7qqd0r1mzhvvvv7/avgFs3LixUiEpQGxsLPHx8dxwww3WbZa+aLVaYmJi6NChg/X93HbbbZw5c4atW7dWm/UA8Pb2RqPRkJycXGF7cnJyrRmjDh064OXlxapVq5g4cWKF7xeYv9cdO3as8RwAeXl5TJ48maFDh/LCCy/U2r45SPAhhGgUW0+ztbDcXK7NBB8qlU2GPlrK1q1bOXz4MI8++igAERERJCUlodVqCQ0NrfIYnU6H0WissM3HxweAxMRE+vXrB1DnYYzyIiIiiImJqdOHq0Vjhl26du3K4cOHK2x77rnnyMnJ4a233qJ9+/ZAWeBx8uRJtm3bVikzdCmdTkf//v3ZsmWLNXthMpnYsmULDz/8cI3Hent78+233zJy5Ehuu+02vv7660oBSG0UReGuu+7CZDLx6aef2nRotDEk+BBCNEpTBR+WzEdqG6n5aEuKiopISkrCaDSSnJzMpk2bWL58OZMmTWLGjBkAjBkzhqFDhzJlyhReffVVOnfuTEJCAj/88AM33XQTAwYMIDQ0lLi4OA4ePEi7du1wcXHBwcGBIUOG8MorrxAWFkZKSgrPPfdcvfu4ePFiJk2aRHBwMLfccgtqtZro6GiOHDnCSy+9VOUxjRl2sbe3r1QHYcnwWLYXFxdzyy23cODAATZs2IDRaCQpKQkAT09PdDrzVPPRo0dz0003WYOLhQsXMnPmTAYMGMCgQYN48803ycvLY/bs2bX2y9fXl61btzJq1Chuv/12vvzyS7Taun90L126lF9++YXNmzeTm5tLbm4uYJ6542CjjFlDyGwXIUSjWIKDpqr5SMszUGKs3+JXomabNm0iICCA0NBQxo8fz7Zt23j77bdZv349Go0GMGdyfvzxR6655hpmz55N586dmT59OmfOnLEWT06dOpXx48czatQofHx8+OKLLwBYtWoVJSUl9O/fnwULFlQbLNRk3LhxbNiwgc2bNzNw4ECGDBnCG2+8QUhIiO2+EfV04cIFvv/+e86fP0/fvn0JCAiwPn7//Xdru9jYWFJTU61fT5s2jddee43FixfTt29fDh48yKZNmyoVoVbH39/fmpm68847K2WbarJjxw5yc3MZNmxYhf5+9dVXdX/jTUCltLIbJ2RnZ+Pm5kZWVlaN42hCiNZhyru7OHgukw/v7s+4Hg2b9VAVo0mh07M/YlJgzzOj8XO1zdLttlJYWEhcXBxhYWHV1iAIcbmp6fe+Pp/fkvkQQjRKUw27aNQqvNpY0akQom4k+BBCNJiiKE0226X8OSX4EOLyIsGHEKLBcopKMJSY6zFsnfkof04JPoS4vEjwIYRoMEtQ4KLXYm+nsfn5vUpvVJeWZ7D5uYUQLUeCDyFEgzVVvYeFZQZNmky3FeKyIsGHEKLBrNNsmyj48HKSzIcQlyMJPoQQDWbNfDRBsSlgne0iC40JcXmR4EMI0WBNPexirfnIlcyHEJcTCT6EEA3W5DUfTpZVTiXzIcTlRIIPIUSDWWoxLLUZtlY+89HKFmMWokktXbqUvn37tnQ3mowEH0KIBrPMQvFqopoPz9KgpsSkkF1Q0iTXuNLMmjXLfAdelQo7Ozv8/PwYO3Ysq1atst5Cvq4u5w/IL7/8EpVKZb0TrcW3337Lddddh5eXFyqVqs537P3mm2/o2rUr9vb29OrVix9//LFR/du+fTsqlYrMzMxK+0JDQ3nzzTcbdf6mJsGHEKLBLJkPzybKfNjbaXDRm+/gmSpDLzYzfvx4EhMTiY+PZ+PGjYwaNYr58+czadIkSkokyIuPj+fxxx/n6quvrrQvLy+Pq666in/+8591Pt/vv//O7bffzpw5c/jrr7+YMmUKU6ZM4ciRI7bsdptSr+Bj+fLlDBw4EBcXF3x9fZkyZQoxMTEV2hQWFjJv3jy8vLxwdnZm6tSpJCcn27TTQojWIb00+PB2bprgA6TotCno9Xr8/f0JCgoiIiKCZ555hvXr17Nx40aioqKs7TIzM7n33nvx8fHB1dWVa6+9lujoaACioqKIjIwkOjramkmJiooiPj6+UkYgMzMTlUrF9u3bgbK/2rds2cKAAQNwdHRk2LBhlT5P1q9fT0REBPb29oSHhxMZGdnkwZHRaOTOO+8kMjKS8PDwSvvvvvtuFi9ezJgxY+p8zrfeeovx48fzxBNP0K1bN1588UUiIiJ455136nyO2NhYwsPDefjhh+s1BBkVFWX9+ZR/LF26tM7naAr1Cj527NjBvHnz+OOPP/j5558pLi7muuuuIy8vz9rm0Ucf5X//+x/ffPMNO3bsICEhgZtvvtnmHRdCtKwCg5F8g/nW3k2V+YCyIZ3WvtCYoigUFxlb5GGLephrr72WPn368O2331q33XrrraSkpLBx40b2799PREQEo0ePJj09nWnTpvHYY4/Ro0cPEhMTSUxMZNq0afW65rPPPsuKFSvYt28fWq2We+65x7pv586dzJgxg/nz53P06FE+/PBDoqKiWLZsWbXnW7NmDc7OzjU+du7cWWOfXnjhBXx9fZkzZ0693ktNdu/eXSlYGTduHLt3767T8YcOHeKqq67ijjvu4J133kGlUtX52tOmTbP+fBITE/niiy/QarUMHz68Xu/B1rT1abxp06YKX0dFReHr68v+/fu55ppryMrK4uOPP+bzzz/n2muvBWD16tV069aNP/74gyFDhtiu50KIFmWZgaLTqnHW1+ufknqxFLOmtvKFxkoMJlbO39Ei15771gjs9I1f3r5r164cOnQIgN9++429e/eSkpKCXm8OAF977TXWrVvH2rVrmTt3Ls7Ozmi1Wvz9/Rt0vWXLljFixAgAFi1axMSJEyksLMTe3p7IyEgWLVrEzJkzAQgPD+fFF1/kySefZMmSJVWeb/LkyQwePLjGawYFBVW777fffuPjjz+ucx1HXSUlJeHn51dhm5+fH0lJSbUe+/vvvzNp0iSeffZZHnvssUr727VrV2lbfn6+9bWDgwMODg6AOXsyb948Xn75ZcaOHVvft2FTjfoXIysrCwBPT08A9u/fT3FxcYUIr2vXrgQHB7N7924JPoS4jFiGQbycdPX6S6y+2krm43KgKIr1ZxkdHU1ubi5eXl4V2hQUFBAbG2uT6/Xu3dv6OiAgAICUlBSCg4OJjo5m165dFTIdRqORwsJC8vPzcXR0rHQ+FxcXXFxcGtSXnJwc7r77bj766CO8vb0bdA5bO3v2LGPHjmXZsmUsWLCgyjY7d+6s9J5HjhxZqV1WVhaTJk1i4sSJPPHEE03Q2/ppcPBhMplYsGABw4cPp2fPnoA5utPpdLi7u1doW1OEV1RURFFR2T8q2dnZDe2SEKIZpTdxsamFdxup+dDq1Mx9a0SLXdsWjh07RlhYGAC5ubkEBARY6zTKu/Tf+PLUanNfyg8FFRcXV9nWzs7O+toS9Fhm3OTm5hIZGVnlsL29vX2V51uzZg33339/tX0D2LhxY5WFpLGxscTHx3PDDTdYt1n6otVqiYmJoUOHDjWeuzr+/v6Vah+Tk5NrzRj5+PgQGBjIF198wT333IOrq2ulNmFhYZV+HlptxY92o9HItGnTcHV1ZeXKlQ16D7bW4OBj3rx5HDlyhN9++61RHVi+fDmRkZGNOocQovlZ1/hoomm2FmX3d2ndmQ+VSmWToY+WsnXrVg4fPsyjjz4KQEREBElJSWi1WkJDQ6s8RqfTYTQaK2zz8fEBIDExkX79+gE0aBgjIiKCmJgYOnbsWOdjGjPs0rVrVw4fPlxh23PPPUdOTg5vvfUW7du3r3M/LjV06FC2bNlSIXvx888/M3To0BqPc3BwYMOGDVx//fWMGzeOzZs3Nyiz8+ijj3L48GH27dtXbeDW3BoUfDz88MNs2LCBX3/9tcJ4k7+/PwaDgczMzAqRWE0R3tNPP83ChQutX2dnZzfqhyyEaB7WNT6aOPNRdn+X1p35aEuKiopISkrCaDSSnJzMpk2bWL58OZMmTWLGjBkAjBkzhqFDhzJlyhReffVVOnfuTEJCAj/88AM33XQTAwYMIDQ0lLi4OA4ePEi7du1wcXHBwcGBIUOG8MorrxAWFkZKSgrPPfdcvfu4ePFiJk2aRHBwMLfccgtqtZro6GiOHDnCSy+9VOUxjRl2sbe3t2bxLSyfY+W3p6enc/bsWRISEgCsM3T8/f2tn3MzZswgKCiI5cuXAzB//nxGjBjBihUrmDhxIl9++SX79u2rUxbCycmJH374gQkTJjBhwgQ2bdqEs7Nznd/X6tWree+99/juu+9QqVTWUQhLAW5LqVeuTlEUHn74Yb777ju2bt1qTc9Z9O/fHzs7O7Zs2WLdFhMTw9mzZ6uN8PR6Pa6urhUeQojWL72JVze1KJtq27ozH23Jpk2bCAgIIDQ0lPHjx7Nt2zbefvtt1q9fj0Zjzt6oVCp+/PFHrrnmGmbPnk3nzp2ZPn06Z86csRZPTp06lfHjxzNq1Ch8fHz44osvAFi1ahUlJSX079+fBQsWVBss1GTcuHFs2LCBzZs3M3DgQIYMGcIbb7xBSEiI7b4RDfD999/Tr18/Jk6cCMD06dPp168fH3zwgbXN2bNnSUxMtH49bNgwPv/8c1auXEmfPn1Yu3Yt69atqxTsVMfZ2ZmNGzeiKAoTJ06sMMO0Njt27MBoNDJ58mQCAgKsj9dee63O52gKKqUec7QeeughPv/8c9avX0+XLl2s293c3KzVtA8++CA//vgjUVFRuLq68sgjjwDmit26yM7Oxs3NjaysLAlEhGjFHvs6mv87cJ4nx3fhoZF1T43X14nkHK5741fcHe04uPi6JrtOfRUWFhIXF0dYWFirSWUL0dRq+r2vz+d3vYZd3n//faByJe3q1auZNWsWAG+88QZqtZqpU6dSVFTEuHHjeO+99+pzGSFEG5Ce10zDLqXnz8wvpthowk4jCzML0dbVK/ioS5LE3t6ed999l3fffbfBnRJCtH5lwy5NW3Dq7qhDrQKTAhn5BnxdJMsgRFsnf0IIIRrEUgDq2YRLqwNo1Co8HNvGdFshRN1I8CGEaBDrfV2aOPMBcn8XIS43EnwIIeot31BCQXHpfV2aOPMBZUM7rXGtD1vcV0WItsJWv+8SfAgh6s2SgdBp1Tjpmn5hLUvmozWt9WGZkmowtJ4+CdHULL/vlt//hmq6u0EJIS5bZUMuTXtfFwvvVnh/F61Wi6OjIxcvXsTOzs66rLgQlyuTycTFixdxdHSstIR7fUnwIYSoN8vwR3MMuUC5JdZbUeZDpVIREBBAXFwcZ86caenuCNEs1Go1wcHBjf6jQ4IPIUS9ld3RtumLTaHcnW1bWc2HTqejU6dOMvQirhg6nc4mWT4JPoQQ9ZbWkKXViwvgj/fg+A9QYoCwa+CqR8HZp9ZDW2PNh4VarZYVToWoJwk+hBD1Zl1grK7DLrkp8OnNkFzurqHJh+HIWrhzLQT0rvFwb+e2cWdbIUTdSIWUEKLeLMMunnUZdikuhDW3moMNJx+44W24ZTX4dIXcZFhzC2Qn1ngK61TbVpj5EELUnwQfQoh6S6vPfV22vgiJB8HBE+75CfrPhJ43m1/7djcHIOsegBrWD7BkWPINRvINJbZ4C0KIFiTBhxCi3uo87HLxBOwpvdX4lPfBq0PZPgd3mPYZaO3h9HY48n/VnsZZr0WnNf9zJdkPIdo+CT6EEPVWNuxSS/Cx+TkwlUDn8dBlfOX9Xh3g6sfMr7e9DMaqsxoqlcqaZbEEPkKItkuCDyFEvVmGXSyLf1UpMRpO/gQqDVy3rPp2Qx4yD8mkx8Lf31bbzBLoSNGpEG2fBB9CiHrJN5RQWGwCasl87H7P/NzjJvDuWH07vTMMfcj8eueKams/rGt9yLCLEG2eBB9CiHqxfPjrtWocq7uvS3ZiWQ2HJbCoyaC5YOcEF4/D2d1VNrGucirDLkK0eRJ8CCHqxfLh7+2sr36J5ejPwVQM7QdDUP/aT2rvBj1vMr8+8EmVTaTmQ4jLhwQfQoh6sdzcrdohF0WB6C/Nr/vdXfcTR8wyP/+9DgoyK+32tK5yKjUfQrR1EnwIIeolrbZptgl/QeoJ8xTa7jfW/cTtBoBPNygpgGPfV9rtXbrQmGQ+hGj7JPgQQtSL5cO/2szHoa/Nz12uB3vXup9YpYKeU82vj66vtNtThl2EuGxI8CGEqBfLsEuVq5sqSlnWotet9T95jynm59PboSCjwi5LpkVmuwjR9knwIYSol7JhlyrW+Eg8CNkXzDNXOoyq/8m9O5mXXDeVwPEfK+yy3t8lrwilhqXYhRCtnwQfQoh6qXF10+M/mJ87jgY7h4ZdoPuU0nNtqLDZUnBaWGwi32Bs2LmFEK2CBB9CiHpJt061rSr4KM1WdJ3U8At0Hmd+Pr0DSspmtjjpNOhL7+8idR9CtG0SfAgh6qWs4PSSYZfMc5Dyt3k59U5jG34B/97g7AfFeRUWHCt/fxeZbitE2ybBhxCizhRFsX7wVyo4Pb3N/BzUHxw9G34RtRo6jjG/PvlzhV2WOhPJfAjRtknwIYSos3yDkaIS831dKq3zEVsafDSk0PRSlszJJcGHpyyxLsRlQYIPIUSdWTIO9nZqHHXash0mE8TtML8OH9n4C4WPApUaUmMgO8G6WabbCnF5kOBDCFFnZUMul9R7JB+G/DTQOUO7gY2/kIO7ufYDIH6XdXPZ/V2k5kOItkyCDyFEnaVXt7S6Zcgl9CrQ2NnmYqFXmZ/jf7VushS5SuZDiLZNgg8hRJ1Vu8aHpdg03Ab1HhZh15if43+zbrIOu0jNhxBtmgQfQog6s65uWn7YxVgMZ/eYX1sCBlsIHmKu+0g/DVkXSq9rCT5k2EWItkyCDyFEnVlqLSoMuyQeMt+J1sEDfLra7mL2bhDQx/z6zK7S65ZOtZVhFyHaNAk+hBB1Zhl2qbDGx9nfzc/th5jX6LCl0KvNz3G/Vrhuap5B7u8iRBsmwYcQos7S8qqo+Tj7h/k5ZKjtL2gpOj1jDnAsGRdDiYk8ub+LEG2WBB9CiDpLu3TYRVHKlkAPboLgwzJtNz0W8tJw1Gmxtyu9v4sMvQjRZknwIYSos/TcSwpOU0+a1/fQ2kNAX9tf0NETvDubX5//s8K1U6XoVIg2S4IPIUSdKIpSedjFkvUIGgDaKu5yawvtBpmfz+8FyrIukvkQou2S4EMIUSd5Vd3XxVLvETyk6S7cvnTo5Zw5+PCU6bZCtHkSfAgh6sSSaXCw05Td1+XCfvNz+0FNd2FL5uPCATCWWIddZKExIdouCT6EEHViqbGwDrkUZkHqCfPrwIimu7BPV9C7QnEepPwtN5cT4jIgwYcQok4smQ9vy5BLwkFAAfdgcPZpugur1RDU3/z63N5yN5eT4EOItkqCDyFEnaRfWmxqGXKxBAZNyTKsc35fuZoPCT6EaKsk+BBC1EnZsEvpNNvmDD4swzqJB/F2ttzZVgpOhWirJPgQQtSJdY0Py7DLhQPm52YJPvqan1NP4K0rNvdHMh9CtFkSfAgh6iQ9r9x9XbITICfBfNdZy83fmpKLP7gEgGLCN99c5JqWK/d3EaKtkuBDCFEnFRYYs2Q9fLuDzql5OhDYDwCPzKMAGIwmcotKmufaQgibkuBDCFEnFe7rYq33aMIptpcqXb5dlxKNg53G3CeZbitEmyTBhxCiTiw1H55O+rLgoynX97hUaeaDhINla31I3YcQbZIEH0KIWpW/r4uXo13pGh80b+ajXNFpOwfzcIvMeBGibZLgQwhRq/L3dfEuSYSiLNDozDUfzcXZF1yDAIU+uvOAzHgRoq2qd/Dx66+/csMNNxAYGIhKpWLdunUV9s+aNQuVSlXhMX78eFv1VwjRAixDLvZ2ahzS/jZv9O0GGrvm7Ujp0Et3JRaQYRch2qp6Bx95eXn06dOHd999t9o248ePJzEx0fr44osvGtVJIUTLshabOukh6bB5o3/v5u9IadFph5KT5n5JwakQbZK2vgdMmDCBCRMm1NhGr9fj7+/f4E4JIVoX6xofzjpIPGTe2BLBR2nmo11BTGm/pOZDiLaoSWo+tm/fjq+vL126dOHBBx8kLS2tKS4jhGgmabnl1vhIKg0+Alog+PDvBYBb/lnsKZJhFyHaqHpnPmozfvx4br75ZsLCwoiNjeWZZ55hwoQJ7N69G41GU6l9UVERRUVlf71kZ2fbuktCiEayfMgH6/MgJxFQgV/P5u+Iix84+aDKu0gX1TnScpvwbrpCiCZj8+Bj+vTp1te9evWid+/edOjQge3btzN69OhK7ZcvX05kZKStuyGEsCHL8EY34swbvDqA3rllOuPfC2K30k19lm15PVqmD0KIRmnyqbbh4eF4e3tz6tSpKvc//fTTZGVlWR/nzp1r6i4JIerJMuwSVnLavKEl6j0sSjMu3VRnSM+T+7sI0RbZPPNxqfPnz5OWlkZAQECV+/V6PXq9vqm7IYRoBMuwS2CB+aZuLVLvYVFa99FNfZZig0JOUQmu9s085VcI0Sj1Dj5yc3MrZDHi4uI4ePAgnp6eeHp6EhkZydSpU/H39yc2NpYnn3ySjh07Mm7cOJt2XAjRfCyzXbxzzLNMWkPmo7vqLCpMpOUaJPgQoo2p97DLvn376NevH/36mae8LVy4kH79+rF48WI0Gg2HDh1i8uTJdO7cmTlz5tC/f3927twp2Q0h2rD0PANOFOCYG2/e0JLBh3cn0OhwVhXQTnVRptsK0QbVO/MxcuTIGsdYf/rpp0Z1SAjRuiiKQmpuET1VZ80bXALAuQVnmWjswKcrJB2iu+osqbLQmBBtjtzbRQhRo/zS+7r0UMebN7Rk1sPCWvdxRu7vIkQbJMGHEKJGlg/3XprSzEdLFptaWGe8nJU72wrRBknwIYSoUWrph3t3jflOsvi1grU1/Mum28oqp0K0PRJ8CCFqlJ5nQIWJcKV0DR7fVhB8lGY+gtUXyctKb+HOCCHqS4IPIUSN0vIMBKlScaAQNDrwDG/pLoGjJ/n25ptXumTFtHBnhBD1JcGHEKJG6XkGuqpKsx7eXUDT5GsT1km+ZzcAvHJPtHBPhBD1JcGHEKJGablFdLYEH77dWrYz5Zh8zUMvAYWxLdwTIUR9SfAhhKhRWp6BLmpLsWn3lu1MOdoAc+1JiPGM3N9FiDZGgg8hRI3S8wzlMh+tJ/hwamfOfHRSnSc7v7iFeyOEqA8JPoQQNcrMyaeDKsH8RSsadtH7daFY0eCiKiAzOa6luyOEqAcJPoQQNXLOjUenMmLUOoFb+5buThmtjnPqIACKEo60cGeEEPUhwYcQokY+pQWdJd5dQaVq4d5UdEEXBoCSfLSFeyKEqA8JPoQQ1co3lBBmMi+rrvZvBYuLXSLV0bzmiC5N1voQoi2R4EMIUa20XANdVOaZLlr/1lNsapHl0hEApyxZ60OItkSCDyFEtdLyDHQpnemiakUzXSyKPLsC4JkfByZjC/dGCFFXEnwIIaqVmZVBsCrF/EUrDD40nqEUKDq0igHSZcaLEG2FBB9CiGoVJx1HrVLIUruDs09Ld6cSLxd7TijtzF+kSNGpEG2FBB9CiGppU48DkGzfCm4mVwVPJz0nTJbg41jLdkYIUWcSfAghquWYaZ5FkuncsYV7UjUvJx0xSunaI5L5EKLNkOBDCFEt95xTAOS5d2rhnlTNy1lnHXZRJPgQos2Q4EMIUS3fwtMAGL1bz7Lq5Xk66YgxlWY+0mKhuLBlOySEqBMJPoQQVctPx8OYBoC6Fd3Ntjy9VkO+3ocsxRGVYoS0ky3dJSFEHUjwIYSo2kVzsel5xRsPD88W7kz1PJ315eo+pOhUiLZAgg8hRJWU5L8BiDG1x9tZ38K9qZ6Xk67cjBep+xCiLZDgQwhRJUNiafChtMfHpfUGH55OkvkQoq2R4EMIUSVTkjmLcEYTgr2dpoV7Uz1vZx0nTDLdVoi2RIIPIURlioJdmrnmI9WhdS4wZuHppCPGsspp5lkoymnZDgkhaiXBhxCispwktIYsShQ1ea6tO/jwctaTiQtZmtKi2JTjLdshIUStJPgQQlSWYq73iFf8cXNxbuHO1MzLSQfAWW2IecNFqfsQorWT4EMIUVlp4eZxpXXPdAHzsAvAKWvRqWQ+hGjtJPgQQlRWGnycaOXTbMG8xDrAkZIg8wYpOhWi1ZPgQwhRWekHeIzSDu9WPM0WwMvJ3L/oIn/zhouS+RCitZPgQwhRkcloHbo4obTHpzSz0FpZhl2OG0szHzmJUJDRgj0SQtRGgg8hREUZ8VBSQBE6zih+rX7YRadV42KvJRdHip0tQy+S/RCiNZPgQwhRUWm9xyklCBNqvFp58AFYA6Q8t47mDVL3IUSrJsGHEKIiy0yX0vuleLfyYRcoG3pJdyoNPqTuQ4hWTYIPIURFlmJTUzv0WjXOem0Ld6h2luAjUR9q3iD3eBGiVZPgQwhRkXWmSzDeznpUKlULd6h2luzMWU2oeYMEH0K0ahJ8CCHKlBRB2inAnPlo7dNsLcoWGgsEVJCfCrkXW7ZTQohqSfAhhCiTdgpMJRi0LiTh2eqn2VpY1vpIKlCDR6h5oxSdCtFqSfAhhChTOlyR6hgOqFr9NFsLyyqnablF4NvNvFGKToVotST4EEKUSTbfUO6CXShA2wk+SjMf6XmGsuBDMh9CtFoSfAghypRmPmLV5jvEerWRYRdLzUdargF8LMGHZD6EaK0k+BBClCnNFhwzWtb4aCOZj9IgKSPfgMmnq3ljyjFQlBbslRCiOhJ8CCHMinIh8wwA0UUBQNsJPjwczcGHSYFMx1BQaaAoy3yfFyFEqyPBhxDC7GKM+dnZj9N55qDDx6VtDLvotGpc7c2LoaUVAl4dzDuk7kOIVkmCDyGEWYq52NTk043swhKg7WQ+AHxK1yS5mFME1qEXqfsQojWS4EMIYVZabJrv3gUAO40KNwe7luxRvViDj9wi8O1u3igrnQrRKknwIYQwKx2iyHA2D1l4ObWNpdUtfF3sgdLMh29p5uOiBB9CtEYSfAghzEqzBEn2YUDbmWZrYcl8pOSUz3wcB5OpBXslhKiKBB9CCMhLg9xkAM6WrvHRluo94JKaD89wUNtBcR5knWvhngkhLiXBhxCibFaIewhJhRqg7QUfvtbMRyFo7MC7s3mH1H0I0erUO/j49ddfueGGGwgMDESlUrFu3boK+xVFYfHixQQEBODg4MCYMWM4efKkrforhGgKluDDr4c5c0BZJqGtqJD5gLK6D5luK0SrU+/gIy8vjz59+vDuu+9Wuf/VV1/l7bff5oMPPmDPnj04OTkxbtw4CgsLG91ZIUQTKb2nC77drR/efq5tK/ioUHAKcoM5IVoxbX0PmDBhAhMmTKhyn6IovPnmmzz33HPceOONAHzyySf4+fmxbt06pk+f3rjeCiGahjXz0Z2Uk+Y/FCwf5m2FJfORkV+MocSEzlp0KpkPIVobm9Z8xMXFkZSUxJgxY6zb3NzcGDx4MLt3767ymKKiIrKzsys8hBDNyGQqq4vw7UFytjlz4NvGMh/uDnZo1eapwam55RYau3gCTMYW7JkQ4lI2DT6SkpIA8PPzq7Ddz8/Puu9Sy5cvx83Nzfpo3769LbskhKhN1jkw5ILaDsUz3FywSVkBZ1uhVqsqTrf1CAWtAxiLID2uZTsnhKigxWe7PP3002RlZVkf587JtDghmpVlWMKnCzklKgqLzetitLVhF7ik6FStAZ/SGS+y2JgQrYpNgw9/f38AkpOTK2xPTk627ruUXq/H1dW1wkMI0YzKFZumlA65uNhrcdBpWrBTDeNbacaLLLMuRGtk0+AjLCwMf39/tmzZYt2WnZ3Nnj17GDp0qC0vJYSwlfLFpm10yMXCp/xaH1DuBnMSfAjRmtR7tktubi6nTp2yfh0XF8fBgwfx9PQkODiYBQsW8NJLL9GpUyfCwsJ4/vnnCQwMZMqUKbbstxDCVpJLgw/fsjU+2uKQC4BPpem2kvkQojWqd/Cxb98+Ro0aZf164cKFAMycOZOoqCiefPJJ8vLymDt3LpmZmVx11VVs2rQJe/u2+Y+ZEJe1EgOklS4C6NuN5EOlmY82NtPFokLBKZQtNJZ20vxetW3rfjVCXK7qHXyMHDkSRVGq3a9SqXjhhRd44YUXGtUxIUQzSDsJphLQu4FbO1KyzRmCNjvs4nxJzYdbe9A5m2fzpMeWLTwmhGhRLT7bRQjRgqxDLt1ApbJmDNrqsIslY2MNPlQqqfsQohWS4EOIK1lK6UwXP3NthLXgtK0Ou5TLfFgztJZshwQfQrQaEnwIcSWzZj4swUfbznxYaj4MRhPZBSXmjdZ7vEjwIURrIcGHEFeylIrBx8U2urS6hb2dBld7cymbdbqtZD6EaHUk+BDiSlWYbV5aHcCvO/mGEnKKzNmCtlpwCpescgrgUxp8pJ+GYrm7thCtgQQfQlypLJkAl0Bw8LCubupgp8FZX++JcK2GZcjoYm5p8OHiD/buoJgg9UTLdUwIYSXBhxBXqkrFpuYPaz9XPSqVqqV61WiWzEdydmmWQ6WSoRchWhkJPoS4UlUqNrUsrd42i00t/N3M/U/KKirbKEWnQrQqEnwIcaW6pNjUMuzi00aLTS38Xc3BhzXzAWV1H5L5EKJVkOBDiCuRolS4oRyUn2bbxoMPS+ajfPAhwy5CtCptt6pMCNFwOUlQkAEqDXh3ASAlu3mHXdIL0zmdeZqEvAQyCjPILMrEYDSgQoVarcZN54aXgxe+jr50dO+Ij4NPnWpR/Fwtwy5VBB+ZZ6AoF/TOTfGWhBB1JMGHEFei5NJiU68OYGf+sG7KzIdJMXEs7Rh/Jv3J/uT9RF+MJqMoo17ncNO70d2zO0MChzA4YDDdPLuhVlVO3ga4lQ27mEwKarUKnLzByQfyLsLFGGjX3ybvSwjRMBJ8CHElSj5sfvbrad1kGaawfHg3lqIoHEg5wE/xP7Hl7BZS8lMqtQlyDqKdSzs87T3x0Hug1+hRUDAqRjILM0krTCMxL5Ez2WfIKspid+JudifuNnfd0Y/rw67n+vDr6erZ1XpOHxc9KhWUmBTS8gzW2S/4doO4i+ZZPhJ8CNGiJPgQ4kqUVBp8+Pcq21Q6TOHfyOAjszCT72O/Z+3JtcRlxVm3O2odGRQwiAF+A+jn249OHp1w0DrU6ZxFxiJiM2P5K+Uv/kj8gz+T/iQ5P5nVf69m9d+r6e3Tm7u7382Y4DHYabR4O+u5mFNEUlZhWfDh1wvifoWkI416f0KIxpPgQ4grkTX46A1ATmExuaWrmzY0+EjKS+K/f/+XtSfWUmg0BzIOWgfGhY5jbMhYBgcMRq9p2JCOXqOnu1d3unt1585ud1JkLOK387/xQ9wPbD+3nUMXD/HEjicIcg7igT4P4O/maQ4+sgvphVvpey3N8iRL8CFES5PgQ4grjSEPUk+aX5dmPixZDzcHOxx19ftnISU/hQ+iP2DdqXUUm4oB6OrZlVs738r1YdfjrLN9cadeo2d0yGhGh4wmtSCVr2K+4uuYr7mQe4Hndz2Pg0sgGucxJGWXDStZszxJR8yzfdrwQmpCtHUSfAhxpUk5Bijg5AsufgAkWoZcXOue9cgvzue/R//L6iOrKSgpAGCA3wDu630fQwOGNtsqqd4O3szrO485PefwxfEv+PjIx2QVJeDY/hO+iD/K6J7LCHQONM/qUdtBURZkngWPkGbpnxCiMlnnQ4grTdIh83MD6z0UReHnMz9zw7obeO/gexSUFNDHpw9R46NYPX41wwKHtcjy7PZae2b3nM3GmzfS1/UmFEXNuaJ9TFk/hTXH1mDSaMHHPK1Yhl6EaFmS+RDiSlNFsakl81HbTJeU/BSW/bGMree2AubZKgv6L2BcyLhWcz8YF50LU4Lnsmt9KL5hP5BXcoJX9r7CzvM7edGnMz7JR8xDL10ntnRXhbhiSeZDiCuNZbZH+cxHtnnYpLrMh6Io/N+J/+PGdTey9dxWtCotc3vPZf2U9YwPHd9qAg8Lfzd7TAY/nDIe4dnBz6LX6NmVsIubC46ww8G+bKqxEKJFSOZDiCuJyVi2wFjpTBeoOfORWZjJkt+XWLMdvbx7sXTYUjp7dG76/jaQJYhKzipietfpDPQfyKKdiziefpyH/X15KOMQ9yumKhcpE0I0Pfk/T4grSXocFOeB1sG8ummpspqPiutu7E3cy9T/TTVnO9RaHuv/GJ9O+LRVBx5QVjibW1RCblEJHdw7sOb6NUzvMAWA9xwUHt3yCLmG3BbspRBXLgk+hLiSWIpN/bqDWmPdfGnmw6SYeO/ge9y7+V5S8lMIdQ3l8+s/Z1bPWWjKHddaOem1uOjNiV1LYKXT6Hj2qhd5IacEO0Vh64VfuXvj3STlJbVkV4W4IknwIcSVpIpi0wKDkawC8/oc/m725BhymL91Pu9Hv4+Cws2dbuarSV/RzatbS/S4wfzcqrjBHHCTR0+iEpPx0TpxKvMUd/14F6cyTrVEF4W4YknwIcSVpKpl1Uvv6eKk05BaeI47friD7ee3o1PreGn4S0QOi8TRzrEletsoliyO5f1Z+fWkd5GBz5x6E+YWRnJ+MjM2zWB/8v4W6KUQVyYJPoS4klyyrDpAYpZ5pouH9ynu+PEO4rPj8XP0478T/suNHW9siV7ahJ9r2d1tKyhdZj3w4ik+Gf8JfX36kmPI4f6f72fXhV3N3U0hrkgSfAhxpci9CLlJgAp8u1s3J2UVYuf+B1muK8krzqO/X3++nPQlPb17Vn+uNsBSdGoJrqz8SrM+yUdx17nw0XUfMaLdCIqMRfxj6z/49fyvzdxTIa48EnwIcaWwrG3h1QH05vutmBQT38WvxD5gHajM9R0fXfcR3g7eLddPG/GvpuYDrw7m2T4lBZB+GnutPW+MfIPRwaMxmAws2LaA7ee2N3t/hbiSSPAhxJUiMdr8XFrvUWQs4qlfn+JgzncA9HO+naVDl2KntmupHtpUkLt52vCFzEuCD7XGPNsHrMNQdho7/jXiX4wNGUuxqZhHtz/KzvM7m7O7QlxRJPgQ4kqR8Jf5ObAfuYZcHvzlQTbFb0KlaCi4cBvXt7+r1a1U2hiBluAjI7/yTusdbg9ZN9mp7Xj1mlcZFzqOElMJC7cvlCJUIZqIBB9CXCkSDgKQ6d2R+zbfx59Jf+Js54x79kOUZEcQ5OFQ8/FtjOX9ZBeWkFNYXHFnQB/zc+n3xEKr1rL86uVc0+4aCo2FPLzlYY6mHW2G3gpxZZHgQ4grQX46ZJ4hVaNm9rGVHEk7grvenf9c9x9SU4OBsmGKy4WzXoubg3kIKeHSoZeAvubnxIOgKBV22antWDFiBf39+pNbbM4QxWXFNX2HhbiCSPAhxJUg4S8StBpmBrXjVNZpfBx8iBofRYBDJ/INRqBsmOJyUlb3ccnQi18PUNtBQQZknql0nL3WnneufYfuXt1JL0zn/p/vJ7UgtTm6LMQVQYIPIa4AZ8/sYGaAH2c1EOQcxH8n/JcO7h24kGGehurjosfervUvm15flqEXy/u00urLik4vGXqxcNY588GYDwhxDSExL5GHtzxMfnEV9SNCiHqT4EOIy9y57HPcc34DSVotYXbu/Hf8f2nv0h4oywhcbkMuFpb3dT6zoPLO8kMv1fCw9+C90e/hoffg77S/eWrnUxhNRtt3VIgrjAQfQlzGzuWc457N95BMMeGGYlYNeAY/Jz/r/vOlGYHLrdjUwhJ8VKr5AAjsa36uJvNhEewazNvXvo1OrWP7ue28tu81m/ZRiCuRBB9CXKYu5F5gzk9zSMpLIsxQzMdJKXiHXFWhjSX4aHe5Zj48aphuG9jP/JzwV6Wi00v19e3LsquXAfDZsc9Yc2yNTfspxJVGgg8hLkMJuQnM+WkOiXmJhNr78HFSMt4eHUHvUqHdhdLhiHaXeebjQlXDLr7dzUWnhZlVFp1eanzoeBZELADg1T9fZXfCbhv2VIgriwQfQlxmkvKSuOene7iQe4Fgl2D+43U1PkZT2V/65Vy43IddSt9XSk4RhhJTxZ11KDq91D0972Fyh8mYFBNP/PoE53PO27C3Qlw5JPgQ4jKSXpjO3J/nciH3Au1d2vPxuI/xS4kx76wq+CjNCAS5OzZnN5uNl5MOvVaNolRxjxeoU9FpeSqVisVDF9PTqydZRVnM3zZfZsAI0QASfAhxmbAsmR6XFYefox//ue4/+Dv5V1hWvbycwmKyCswrf16umQ+VSlVuxktNdR8H63xOvUbPG6PewMveixMZJ3h+1/MotdSMCCEqkuBDiMtAYUkhD281LwXuofdg5XUrCXQOhOwEyE0ClbrsfialLFkPd0c7nPXaluh2s6h2rQ8oN+Ol9qLT8vyd/Hlj1Bto1Vo2n9nMx0c+tkFPhbhySPAhRBtXbCrmsR2PsT95P852znww9gPC3cLNO8//aX727QG6ikMr1nqPy3Smi4U181FV8FG+6DQjvl7n7efbj2cGPwPA2wfeZteFXY3sqRBXDgk+hGjDjCYjz/72LL+e/xW9Rs87o81LgltZgo92Ayodey7dPAxxuc50sWjvaQ66LO+3Aq2+LCN0of53sL21863c0vkWFBQW7VxEUl5SY7oqxBVDgg8h2ihFUVi+dzkb4zaiVWl5Y+Qb9PfrX7HRudLgo/2gSsfHp5k/jEO9nJq6qy0qxMscfJypKvgAaDfQ/Hx+X4POv2jQIrp5diOzKJPHdzxOsam49oOEuMJJ8CFEG/XBoQ/4KuYrVKhYfvVyrm53dcUGJYayWRyWD9hyzpZ+GAd7XZ4zXSxCPM3B1Zm02oKPPxt0fr1Gz4qRK3CxcyH6YjRv7n+zQecR4kpy+VaZCXEZ+78T/8d7B98D4LkhzzE+bHzlRsmHoaQQHDzAq2Ol3fFpecDln/mwBFepuUXkFZXgpNeimEwYs7IwZmRgTLWn5Lw9xtMxGI3voxiKMRUWoRQWYioqRCkuRqXWgEaNSqNFpdWgdnRE7eqGxtUVjbsbXj4+LOuykPmHlvLJ0U+I8I1gdMjoln3jQrRiEnwI0cbsOLeDF/94EYC5vedyW5fbqm5oGUZoNxBUqgq7jCaF8+nmAsxgz8sv86EYDBjOnqX4wgVMiYk8cGIXrtlpnL3rU7SpKZQkJ4Op/KJjnuanvW83+Jr+wBcaNSkuRlK+WcCpq27Bt88g9F27ogsNRXXJz0CIK5kEH0K0IYcuHuLxHY9jVIzc2OFGHu77cPWNz+01P1cx5JKUXYjBaMJOoyKwDc92MebmYjh9mqLY0xhOx1J0Og5DbCyGc+fAWHb32RstL85DSbnj1a6uaDzc0RpT0ShpaMIiUAf3RaW3R2WvR623R2VnB4oJxWhCMZZASQmmvHyM2dnm7ElWFiUpKRQnJqIuKcE/E/wzSyg+9SUX+BIAjYcHjoMG4ThoIE5DhqALD5dgRFzRJPgQoo04k32Gh7c8TKGxkOFBw1kybEnNH2DWmS6Vg48zqeYhl/YejmjUrftDUFEUSi5eLA0yYjGcjqPodCyG2NOUpKRUe5za0RG74GDsAgL4PdeOvfl2DB/ekwnX9kUbEIDW09McWAD8+hpsfRF6uMGtixvWT6ORkuRkkk4d4sP1z+GbkE9ElifeF3IxZmSQ89NP5Pz0EwC6kBBcxo7BZexY7Hv1QqWW8jtxZZHgQ4g2ILUglQd+foCMogy6e3Xn9RGvY6e2q/6A3JTSm6WpIKh/pd1nWmGxqVJSQvH58xSdPm3NZhSdNgcbppycao/T+HijD++ALjwMfXgH9B3C0YWHo/XzswZn536K4f+2ncI+LJib+/aqfJJGzngBUGk02AUG0j4wkAkdXHjwlwdRyOL14a8yPNuf/L17yd+7h/x9+zGcOUPafz4m7T8fYxcUhPstU3G76Sbs/P0bfH0h2hKbBx9Lly4lMjKywrYuXbpw/PhxW19KiCtCfnE+87bM43zuedo5t+Pd0e/iaFdL0GAZcvHtBvaulXafacFptqaCAgxxceYhktOx1iETQ/wZlOJqpqmq1di1b4c+LBxdh/CyICMsDI2bW63XtARZZ6ubbhsUAagg6yzkJIFL44KA4UHDmd1zNquOrGLJny+y9oa1BEbcjzJ3LkUZOWT9uovMHb+T9+c+8tPzyVr5BaqPvsB1YG/87p6O8/DhMiwjLmtNkvno0aMHv/zyS9lFtJJgEaIhik3FLNyx0Lps+gdjP8Dbwbv2A8+W3u69ivU9AM6UznRpqmJTRVEwpqaaA4y40+WCjdMUJyRUu5S5yt4eXVgY+rAwc5DRoQO6sHB0oSGo9foG9yek9H1WO91W72Je7TTlb/NwVbcbGnSdwtxiMpLyyEjOZ1DKJDLOOWDIMbHmwG7cS3wwFJaAAqAHRkGvUZVP8mkhdp9sxNFVh3uIN66+jrj7OuDT3gXv9i7Y6TUN6psQrUmTRAVarRZ/SR8K0SiKohD5eyS7LuzCQevAu6PfJcQ1pG4Hn/nd/BxyVdW7LZkP78YFH0pxMYZz58zDJKXBRVHc6dqHStzc0HWwDJGUDZXYBQY2Sf1DSGmG50JmAcVGE3aaKq7RboA5+Di3p9bgQzEpZKbkk3Q6i6S4bNIv5JGZnE9hXsXMjR+dra8N5UtdVWCn16DWqEAxn89YYsJYooBKTbHKnqxcyPo7Hf5OLztMBR4BTgR1cqddN0/adfFA5yB/3Im2p0l+a0+ePElgYCD29vYMHTqU5cuXExwcXGXboqIiioqKrF9nZ2c3RZeEaHPeOfgO62PXo1FpeG3Ea/TyqaJWoSpFOZAYbX4dMrTSbkVRymU+6jbsYszMpCguDkNpJsMSaFw6q6QCtRq7du3MWYywsNKajNJ6DE/Pur0XG/F10aPXqikqMZGQWWANRioIGQYH/gtndlfaZSgoITk+2xxsnM4mOS6LovySyucAnD30ePg74ubriLOHntjiGFadXkm+LptXxr7EwOABaO3UVQ6rGItN5CWmkvLNei5u+pW8Ej0FDt4U+nUi1z2M/AJIT8gjPSGPwzsuoFKraNfFnY4D/Ajv64O9Uw11QEK0IjYPPgYPHkxUVBRdunQhMTGRyMhIrr76ao4cOYKLi0ul9suXL69UIyLEle6bE9+w8tBKABYPXcw17a6p+8Hn9oJiBPdgcGtXaXdanoE8gxGVCtp7lk2zNRkMFJ89iyE+3hxoxMVjiIvDEB+PMSOj2supHR1Lg4tw9OFh5mGS8DB0IY0bKrEltVpFsKcjJ1NyiU/Lrz74AJSEaDLPpZJ0zmANNNIS8kqHS8po7NT4hrjgH+aGT7AL7v6OuPs6VhoW6U8oR3bt4rtT3/H8gWdY224tHiqPKvupsVPjGuyL62P3Ef7AHaR/8glp//kY0+n1AGhHjMN06/0kXVRz7lg6WSkFnDuWwbljGez4PIaw3t70HNmOoM7uUjMiWjWVotTjPtINkJmZSUhICK+//jpz5syptL+qzEf79u3JysrC1bVyoZwQl7tfz//KI1sfwaSYeKjPQzzY98H6nWDLi7DzNehzO9z0QYVdiqKw/8AJXnhvEz2NmczvoqMoPh5DXDzF589fsvBWRVp//wrBhTWL4evbJj7o5n6yj81Hk1l6Q3dmDQ+zbq+Q1diygeSCYIqUyn8ouXjZ4x/uhl+YK/7hbni3c0ajrdsQUX5xPtM2TCM+O56R7Uby9rVv1/l7VpKeTuoHH5DxxZdQXIxKr8f7wQfxumc2WZklnNqfwql9yaRdyLMe4+HvSO9r29NtaAAaO5nGK5pHdnY2bm5udfr8bvLgA2DgwIGMGTOG5cuX19q2Pp0X4nLzd9rfzN40m4KSAqZ0nMILw16o/wf7qgko8b9TPCSSIn0vik6eoujUKfMwSXw8pvxqii4pl8UIC0MXFoouNNQ8bBISgtqpbS/D/s9Nx3l/WywzewUyPdyv5qyGxoRvmAf+YW7mgCPcFSe3xmVxjqcf544f7qDYVMyiQYu4s9ud9Tq+6PRpkiJfIH/PHgB04eEEvrwMh759AUi7kMuRHRc4vieJkiLzUJizh56IcSF0Gx6A1k4KVUXTalXBR25uLsHBwSxdupR//OMftbaX4ENcqc7nnOeuH+8irTCNYYHDeGf0OzWv5UHpAlwJCRSeOGEOME7EULRrPUVZahRj1X/xKio1iY4eqNqH0GNwr7JgIzQUra9Pm8hi1FX5rMbBg8lknc/DQan8/ixZDX/tUfxPLMerQzs093xv8/6sObaGV/a+gp3ajs8nfk5Xz671Ol5RFLI3bCD5lX9iTEsDtRqvuffh89BDqHQ6AIoKSjj+eyJ/bT5DXpYBMAchQ6Z0oPNAP1StfFE50Xa1aPDx+OOPc8MNNxASEkJCQgJLlizh4MGDHD16FB8fn1qPl+BDXImyirK4e+PdxGXF0cWjC1Hjo3DWOVdoo5hMFJ87R+Hff1N49Kj58fdRjFlZVZ5TpdOZZ5R07Gh+lK6L8cDWZLbFZvDyTb24Y3DVheBtkcmkkJGYR3J8Nslx1Wc1SlQK7Tu4V53VSDkO7w0GrQMsOgtanU37qCgK/9j6D7af306oayhfTfqq9jVbqmDMyiLppWVk/+9/AOi7dSPwn69g37lsdk1JsZFjuxI58NMZcjPMQ9t+Ya5cdWsn/MNrXxtFiPpq0eBj+vTp/Prrr6SlpeHj48NVV13FsmXL6NChQ52Ol+BDXGmKjEXM3TyXAykH8HP0Y831a/Bz8sOYmUn+X39RcOAvCg4epPDYMUy5uZVPoNWiDw83BxjaJHTpv6DvPxLd3M9RaSqn2oe/spULmQV8ff9QBoU176wTW8rLLDIHGfFZJMdlk3Imh+KiyjNvLFkN9/ZOPLL5KBc1Cgcjr8PVvoqskqLAvzpAfhrM+bnadVIaI6Mwg1u+v4WUghSmdJzCi8NfbPC5sjdtImlpJMbMTFR6Pf6LF+M+9eYKbUqKjURvOcf+jWes358e1wQx7KYOMk1X2FR9Pr9t/pv35Zdf2vqUQly2TIqJZ397lgMpBwjNc+Q1zS2YXnmH2AN/YYiNrdRepdOh79oV++7dsO/eHfvuPdB37oS6NOVO1CSIL4T+Y6CKwCPfUMKFTPPdbDv6Olfa3xopikJ2aiFp53O5eD6H1HO5XDybQ15mUaW2dnoNviEu+IW54hdauVZD+fMUppwiYlNy6RdcxYwTlQqCh8LxDea1Upog+PCw9+CVa15hzk9zWHdqHUMDhnJ9+PUNOpfr+PE49u9PwtPPkPfbbyQ++yz5+/bhv/h51A7mmUxaOw39x4fSdWgAf6w/zfHfE/n71wvEH0plxB1dCOtdh0XrhLAxCXuFaCHGrCy+/Pw52v+6hbfjwT8jGxNvkVmujS4sDId+/XCM6Id9r17ow8PLboZ2KUO+eYEsgPCRVTY5fdE8I8LTSYenk22HFGyhINdAZlI+GUn5pJ7PJfV8DmnnczEUVs5oqFTgGehsDjTCXPELdcUjwAl1DTUNHX2dSckpIvZiXtXBB5in3B7fAPG/wVULbPTOKhroP5D7+9zPB9Ef8MIfL9DLuxftXds36FxaHx/ar/yQtJUrufj2v8n67jsK//6boDffRB9eNqvHyU3P6Bnd6DrYn62fHSf7YgE/vneIrsMCuPq2Tujs5eNANB/5bROimSiKQtGJk+Rs+YXc7TsoOHKYCFO5UU+NBodevXAc0B+HiAgc+vVD61HNB2RVzv4ORgO4tgOvjlU2ib1oHrbp4NNyM1cMBSXkpBeSdbGAzOR8MpPNwUZVK4RaqLUqvAKd8WrnjHc7Z3zaO+Pd3qXeH5gdfJz5PTaNUylVDF9ZhJWuqXLmdygx2Lzuw+L+3vezN3EvB1IO8MSvT/DphE+x0zRskTCVWo33Aw/g0LcfFx5/nKITJ4i/7TaCXl+B8zUV14gJ6uLB9OcHsfd/cRz85SzHf08kKTaL6+b0wCe48hRjIZqCBB9CNCHFaKTgwAFyftlCzpYt5rU0SqmA816gHtiXQZPvw3HQIDTOjRgKOb3d/Bw+0pwWqILlQ7cphlwURaEor4T8bAMFOQbycwzkZRaRk1ZITnoh2WmF5KYXVrsyqIWLpz3u/o54BZkDDe92zrj7O6Kpakn0erIEXZYgrEq+PcDRG/JT4cI+6+JjtqZVa/nnNf9k6vdT+Tvtb97+620eG/BYo87pNGQwYd/+HxceXUjB/v2ce+BBfJ98As+ZMyvMYrLTaRg+tSOhPb34efVRMpPzWfvPfQy9qQN9Rre/rGY8idZJgg8hbExRFAoPHybrfxvI/vFH85TIUiqdDuPAXqx2P8K+0BJGDbiVxUMWV/mPfb1rwU/tQFHUEDYKxVi6WJhifijm/xCbmINWgXAPR/NNzgBTifm+IiXFJvP9RS55LjGYKCoowVBQgqGwpOx16aMgt5iCbAMFOcWYTHXrs95Ji6uXA+5+jnj4O1qf3XwdsdM13XoUHX3Nf9nXGHyo1eYA7shaiN3WZMEHgL+TPy8Of5H52+YT9XcUg/wHcXW7qxt1TjtfX0JWryLxhRfIWvt/pLzyT4pOnSJg8WLrdFyLoC4eTH9uEFs/PUZcdCq71p4iOS6ba2d0kxvYiSbVLIuM1YfMdhFtleHsWTLW/4/UjdvIS8nCoHPFoHOl2MUHwrpCYDD5Tk7sS4xGVazBQ+2Fr84fk1HBVKJgMioYjabSr03V3fi11dM7anFw0eHoan64eNnj4mlvfi593VL1BYlZBQxdvhWtWsWxF8dXfYM5gAOfwvcPQ7tBcO/PTd6vl/e8zBfHv8DT3pO1N6zFx7H2ZQlqoygKGZ98QvI/XwWTCccBA2j37jto3CpPs1UUhSM7LvDb1ycxmRS8gpyY8EBv3HwcqjizEFVrVYuM1ZcEH6K1UxSFnPRC0i7kkZGQQ9rBU6SfTiavyI5CvSeKuu39xahWq1DbqdFoVWi1ajR2ajSlz1o7NToHrfWht7e81qBz0GLvZIejq84ccLjoWvVy3oqi0GvpZnKLSvhpwTV08a+mxiHzHLzZE1QaeCoO7Jt2XYwiYxF3/nAnMRkxDA4YzMqxK1GrbPN9zP31Vy4sfAxTbi66jh0I/ugj7AICqmybcCqTTSuPUJBtQO+oZdx9PWnfre1OxxbNS4IPIWwoJ72QxNhMkk9nk3o+l7QLuTXWLahQcHDR4eCmx8lVh4OrDjtHFT9e2MC5ojM4Otgzb9ADeLl6oNVr0GjVqDUqNBo1aq3K/FqrNs/aqOvQ+49PmYcJBt6LatQz1uNUKvN/VEBMcg43v/87zjote54djUpt3q62XOsKccv7v7PvTAZvTuvLlH5B1Tf8d39IOwXTP4euE5u8X6ezTjN9w3QKSgqYHzGfe3vda7NzF8ac4Nx991GSkoLWz4/2H62ssCBZebkZRWxaeZjkuGzUahUj7uxC9+GBNuuLuHy16DofQrR1OemFnP07jYSTmSSeyiInvbBSG5XJiFN+Io55STip8/DqFY7/2GF4dW+Po5u+wod5samYBdsW8GvBr7jqXPl0wqeEu4fbrsOKAuc2gTobug0H56pnTJzKyKNYBR2D6j9L5HLSLcCVfWcyOJaYXXPwET7SHHyc3t4swUe4WzhPD3qaxb8v5p2/3mGA3wD6+va1ybntu3Qm9MsvODt3LoZTsZy58y7avfsOToMqr2Pi7KHnpoURbP30GCf2JrPt0+PkpBUy6IYwKUQVNnPl/gskRCnFpJB4Ooszh1M5cyStwt1BAVRq8HRTcEk+ikPsPpxzL+CUn4TzkIF4PHA7LteOqnbtDUVRWPr7Un49/yv2GnveHf2ubQMPgKRDkJMAdo4QclW1zY4l5gDmD98rmeX9H03Mrrlh+Ej48z/motNmMqXjFHYn7mZj3Eae+vUpvpn8Da462/y87AIDCf3sM87Ne9g8E2bOvQSueA3X666r1FZjp2bM7O64ejuw78d49v0YT3ZqAdfe3a1VD6uJtkOCD3FFUhSF5PhsTv2ZwqkDKRVWy1SpwC/MjXZd3HFLP4Fq7YeYYmPMO+3scJs4Ec/Zs7Dv0qXW67x54E2+j/0ejUrDv0b8y2Z/yVYQs8n8HD4K7OyrbXas9MNWgg9zncex2oKPsGtArYW0k5B+GjxtHDRWQaVSsXjIYg5fPMz53PMs/X0pK0assFnGQePuTvDH/yHhiSfJ+flnLjy6EGX5y7hNnlxlXwZPDsfFy54da2I4sTeZvCwD1z/Y64rOnAnbkN8gcUXJyyri2O+JHNuVQHZq2XCKzl5DSC9vQnt50b6LO4adW0h9bzGG06dRALWrKx7TpuFx113Y+fnW6Vqf/P0Jq46sAmDJ0CWMbD+yCd4RcGKj+bnL+BqbSebDrKu/K2oVpOYaSMkpxNelmoDN3s281Hr8TjjxEwx5sFn656xz5l8j/sXdP97Nz2d+5psT33Bbl9tsdn61vT1Bb75B4vOLyfr2WxKeWoQpvwCP6dOqbN99eCAuHvZs/PAwF2IyWP/mQW54uA/21QzvCVEXEnyIy55iUjh7LJ2jOxOIO5SKUroWhVavIay3N50G+BLc3Qu1BnI2bSJh6bsYTp8GQO3mhtfsWXjcdVe9FgDbcHoD/9r3LwDmR8znpk432f6NAWQnQsJf5tedxlXb7GJOEam5RahU0MXvyl7F0kGnIdTbidMX8ziWmFN98AHQZYI5+IjZ2GzBB0BP754s6L+A1/a9xqt/vkpf37509qi6QLQhVBoNAS+9iNrRkYzPPiNp6VJMeXl4zbmnyvbtu3syZWE//vd2NCnx2Xz3+gEm/6MvTu76KtsLURsJPsRlq6TYyIm9yRz8+SwZSfnW7QEd3Oh+VSAdInytCynl7d1Lyr9eo/DwYaDhQQfA7xd+5/nfngfgrm53MafnHBu9oyqc/Mn8HDQAXPyqbWYZYgjzcsKhCRfxaiu6BbiWBh/ZjOhcw5oancfDT8/AmV1QmNXkU27Lu7v73fyR+Ae/XfiNx7Y/xhcTv8BZZ7uVaVVqNX7PPoPa0ZG0lStJ+de/MOXn4/3wvCqHeXxDXLnpsQi+f/sg6Ql5fPvafibP74ubj6PN+iSuHFI5JC47RQUl7Psxnk+e3c22T4+TkZSPnb2G3qPaMX3xIG5+oj9dhwZgp9dQFBvLuQcf4uyMmRQePoza0RHvhx+m4y8/4/3AA/UOPI6kHmHB9gWUKCVMCJvAEwOfaNoZApZ6j1qGXA5fyAKgR1DzfXi2Zt1Lh55qrfvw6gBencBUAqe2NEPPyqhVal6+6mX8nfyJz47n+V3P13/V21qoVCp8Fz6Kz4IFAKS++y4p/3y12ut4Bjpx8+MRuPo4kJ1ayLf/OkDahRpWixWiGhJ8iMuGodAcdHz67O/s+f40BdkGnD30DJvakZnLh3P1tM54BZqDiZL0dBKXLOX05BvJ3bYNNBrcb59Oh80/4fPwPDQu9R+aOJlxkgd+eYCCkgKGBgxl2fBlNlsoqkqGfDhdOhOj84Qam0afywSgTzsJPqAs+DiaUEvwAWWB3YlNTdijqnnYe7BixAq0ai2/nP2FT45+0iTX8X7gfvyeeQaA9KgokiIjUUymKtu6ejtw8+MReAU5kZ9tYN3rf5F6PqdJ+iUuXxJ8iDav2GDkwOYzfPrsbvZ8f5qi/BI8/B0ZM7s7d700lH5jg9E7mEcYFaOR9M8/J3b8BDK/+gqMRpxHjyb8f98TsGQJWm/vBvXhTPYZ7tt8H1lFWfT27s0bo95o8B1K6+zUL1BSCG7B4NejxqaHzpszH73buTdtn9qIHoHm4CP2Yi55RTXf6M4a2J3cDMZa2jaB3j69eWrgUwC8sf8N9iXta5LreM64m4BlL4FKReaXX5H47HMoRmOVbZ3c9ExZGIFviAuFecWse+MvLp6VAETUnQQfos1STArHdyey5vnd7P42lsK8Ytx8HRh7T3emLx5Ml8H+Fe6Emv/XX8TdeivJL7yIKTsbfbduhHz6Ce3ffQd9eMOnUSbkJnDv5ntJK0yji0cX3hvzHk52zXDL+r+/NT/3mFLtXWwBUrILScouRK2CnkFX9kwXC19XewLc7DEpZUNS1Wo/GBw8oCADzu5ung5eYlqXaUwMn4hRMfLEr09wMf9ik1zHfepUAl99FTQasr77joQnnkQpLq6yrb2THZMX9MMvzJWivBLWv/kXyfF1yCQJgQQfoo1KOJnJN6/sY8t/j5GXZcDV257RM7txx5LBdB7kX2GF0ZK0NBKefoYzt99B0dFjqF1d8Xv+OcLWfoPjwIGN6sfF/Ivcu/lekvKSCHML48OxH+Kmb4ahDUOeefonQI+aZ9JEl2Y9Ovm64KiTGnOLvu3dAThYOiRVLY0WupSucPr3d03ap+pY1v/o6N6R1IJUHt/xOMWmqoOCxnK7YRJBr78OdnZk//gjFxYuxGQwVNlW76Bl8j/6EtDBjaL8Er5/8y+STtcSzAmBBB+ijclOLWDTysN8t+IAF8/moLPXMPTmDtyxZAhdhwagLpfpUBSFzG+/I3bC9WR9Z/7QcJt6Mx02/ojnnXei0jRu1kdGYQZzf57LuZxzBDkH8dHYj/By8GrUOevs5GYozgePUAjsV2PTQ+czAegt9R4VWIOPs5m1N+5ZGuAd+75Fhl4AHO0ceX3k6zjZOXEg5QBv7n+zya7lOu462r39Fio7O3J+/oXzjzyCqaioyrY6By2THulDYCd3DIVGvn/7IImxEoCImknwIdoEY4mJ/Zvi+TxyD7EHLqJSQY9rgrjzhaFEXBdSacnn4sREzt1/P4nPPGMeYunejZAvPidw2TK0Xo0PELKKsrj/5/s5lXkKXwdf/nPdf/Bzqn6qq81Z/gLvcVONQy5Q9pd979IPW2FW58wHQNgIcPCEvIvmabctJMwtjBeHvwjAJ0c/4fvY75vsWi6jRtHug/dR2duTt+NXzj3wAKb8/Crb6uy1THq4D0Fd3CkuNPK/tw+ScDKzyfom2j4JPkSrl3Aqk6+W/ckf605jLDYR1MWdac8NYuQdXXB01VVoqygKGV9/zelJN5D3605UOh0+jy0k7OuvcexXc4agrrKKsrhv830cSz+Gh96Dj677iHYu7Wxy7jopzCobcuk+pcamJUYTB85kADAgxKOJO9a29AxyQ62CpOxCkrIq3zywAo0ddLvB/NpSa9NCxoaM5b5e9wGw9PelHEw52GTXch4+nPYrP0Tt6Ej+7j84O3cuxtyqp9ba6TVMnNeHdl09KC4y8r9/H+RCTEaT9U20bRJ8iFarMLeYrZ8e47vXDpCRmIeDix1jZnfnxgX98AqqvP6G4fwFzs2ZQ9LiJZjy8nDo04ewdd/hfd99qLS2qXXILMzk3s33ciz9GJ72nnw87mPb3yiuNn9/Z57l4tMVAvrU2PRYYg55BiOu9torfmXTSznptXTxNxfg7j9Thw9JS23N0e+hpOoaiObycL+Hubb9tdY7JiflJTXZtZwGDaL9x/9B7exMwb79nJ0zB2N21YWldjoNEx/qTfvunpQYTGx4J5pzx9ObrG+i7ZLgQ7RKJ/cls2bpHxzblQhA96sCuWPpELoM9q+0aJdiMpH++efETZ5M3u+7Uen1+D71FCGfr2nULJZLZRRmcO/mezmeftwceFz3MZ08Otns/HV28HPzc987ah1y2Rtv/od/QKhnhSJcYTYo1JwN2huXVnvj0KvB2Q8K0s01Ny1IrVKz/OrldPboTFphGv/Y+g/yi6seErEFx379CI6KQuPmRmH0Ic7MmkVJRtUBm1an4foHexHS04uSYhM/vHuIs3/X4fsrrigSfIhWJT/bwKaVh9n8n78pzC22rqg46q6u2DtVXjfDcPYsZ2fNNk+fzc/HYUB/wtevw2v2rEYXlJaXXpjOvZvvJSYjBi97L1aNW0VHj442O3+dpZ6Ec3tApYHeVd8IrLw/4yzBhwy5VGVwuLn+Z09cHf4612jLvucH1zRhr+rG0c6Rt699Gw+9B8fSj/HcrucwKVUvDGYLDj17EPzJJ2i8vCg6eoyzM2ZScrHqKb9aOw0T7u9FaG9vjMUmfnj/EPGHU5usb6LtkeBDtBqn9qfwxQvmglK1WsWAiaHc9sxAAjq6V2qrmEykf/Ipp2+cQv7evagcHPB79llCPvkEXWioTft1Mf8ic36aw4mME3g7eLNq/Co6uHew6TXqzJL16DgGXPxrbKooCvvOmD9UB4V6NnXP2qRBYebvy/GkHDLy6jCU0u8u8/OJnyA3pQl7VjdBzkG8MeoNtGotP5/5mbcPvN2k17Pv0pmQTz9B6+tL0cmTnLl7BsVJVQ/5aOzUjJ/bk/B+PphKFDZ+cJjTB5tmfRLR9kjwIVpcQY6BTSuP8NNHRyjMLcYryJlbFg1g8A3haLSVf0UN8fGcuXsGyS+/jFJQgOPgwYR/vx7Pu+9Cpbbtr/S5nHPM2DiDU5mn8HHwYdW4VYS7NXONh0WJAf76zPy67x21Nj+RnEtqrgG9Vk1PuadLlbyd9XT0NdcPWYaoauTTxXwTP8UIh75q4t7VTX+//iwZugSAj498zBfHv2jS6+nDwwn57FO0gQHm/xfvuhvD+QtVttVo1Vx3bw869vfFZFT4aeURTu1v+aBNtDwJPkSLKst2pKBSqxhwfSi3Pj0An+DKxZGK0UjaqtWcvnEKBfv3o3Z0xH/pEoJXr0LXvr3N+3Yi4wQzNs7gfO552jm3478T/kuYW5jNr1Nnx76HvBRw9ocu19fafOdJ81+Zg8O9sLeTO9lWZ3Bp9mPP6ToWRva70/x84FOw8Y3eGmpKxynM6zsPgOV7lrPlTNPeBE8XHEzop59iFxxM8fnznLn7bgzx8VW21WjUjL2nO50G+mEyKWz++G9O/pncpP0TrZ8EH6JFFOYW89N/zNmOgpxivIKcuHXRAAZPrjrbURQby5k77iTl1VdRiopwGjaM8P99j8f06TbPdgAcTDnIrE2zSC1IpZNHJz6Z8AntXWwf4NTL3pXm5wGzQauruS2w86R5jP2aTg27X82VYlgH8/fn15N1HBLoeQvonCE1BuJ2NGHP6uf+3vdzS+dbUFB48tcnOZB8oEmvZxcURMinn6ALD6ckMZEzd8+g6NSpKtuqNWrGzO5O1yH+KCaFn1f9TcyeppuhI1o/CT5Es4s/nMoXL+zh1L7y2Y6BVWc7SkpIXfkRcTfdTEF0NGpnZ/xffIH2H/8Hu6CgJunfr+d/Ze7Pc8kx5NDXpy+rx63Gx9GnSa5VZwkHzYWmai30n1Vr88JiI3tKZ3Bc07mF+97KXdXJG41axamUXM5n1GHGiL0r9Lnd/HrPyqbtXD2oVCqeHfwsI9uPxGAy8MjWRziVUXUwYCt2fn6EfPJf9J07U3LxImdmzKTw+PEq26rVKq6d0Y3uwwNQFPgl6ijHfk9o0v6J1kuCD9FsDAUlbP30GD+8e4j8bAMeAU7c8lT/arMdhSdOED/9di6+/jqKwYDTiGsI3/A/PG69tdJ0W1v56vhXPLL1EQpKChgeNLz57tVSmz/eNz93n1JroSmY160oLDbh56qnk2/lNVFEGTcHO/qVrna640Qdsx+D5pqfT2yEjDNN07EG0Kq1vHrNq/Tx6UO2IZt7N99LfFZ8017T25vg/0Zh3707xvR0zsycRcHhI1W2ValVjLyzKz2vCQIFtn5ynL93Vl0vIi5vEnyIZnEhJoMvX9prXrdDBX3HtOe2ZwbgG1L5LqtKcTEX33uPuKm3UHjkCGpXVwJeWU77Dz7Azr/2D96GMJqM/OvPf/HSnpcwKSamdJzCv0f9G0c7xya5Xr1knOH/27vv+KiqvPHjnzs1MymTXkmoMbTQBSkqSBdUFFARV2EV1MUVH7Dx2J9dyw91xUVBRUF3dUXBXVFBooIIshgMPZRQQgmBNFImZTLtnt8fEwbGoCSQSYHzfr3mNTN3zr1z7snk3u899xR2LfO87v+nOq3y3R7PPfVrkqP8FqhdSganeGqH1mXVMfiIugLaDQGhnrkd1kyYdCbeGvqWdwyQe769h5zyHL9+py4sjKQPlmDq3h21rIxjU6dStXXbOdMqGoVrJl1B6hDPqMDrPs5iy+ojiGbSfkZqHDL4kPzK5XDz02cH+OL1bZSfqiY4IoCbZ/Vk4IRkdOdoBFm9dy+Hb72Nor/PB6eToOuuo91XXxE6bpzfTqJVzipmrZvFP/b8A4CHej7E/w34P/Ta2uOKNIn//t3Tu6LdEEjofd7kQghv8DGyi3+CtUvN4JRoADYeLKLa6a7bSv09DTzJWAKVzWsQLYvRwqIRi2hvaU9BVQH3pt3LyYqTfv1ObUgIie+/j7lPH9SKCo7dey8VG889D46iKFx9azK9RiYB8PMX2WxcfhChygDkciGDD8lvCo5a+ezFX9ix1nPV1XlQPLc/3Zf45NoDXql2OwWvz+PwhInY9+5Fa7EQ/8ortHrrTfQx0X7L4+mutGtz1mLQGJh7zVymdZvWfGoLyvM9vSoArnmkTqtk5lrJLbVhNmgZJBub1kmX+BDiLQFUOdx1v/XSYRjEdgNnJaQv9G8GL0B4QDiLRiyidUhrTlSe4I9pfyS3wr+3OLRBgSQuepfAAQMQVVXk3Hc/pZ9/fs60iqLQ/+YODJzgGaxvx5ocvv9wD263/wZKk5oPGXxIDc7tVkn/Kpvl/28LJXlVmC0GxszoxpA7O2IIqD3HStXWrRwedzOn3nkH3G6CR42i3cqvsdww1q9BwMbcjdz+9e1klWR5D9Sj24722/ddkA2vgtsOrfpC64F1WiVtt6cXweCUKNnFto4URWF0ahwAq3bVsYZAUeCaRz2v098BW6l/MncRosxRvDfiPRKCEjhecZy7v7mb7LJsv36nxmSi1dsLCRk7FlwuTj75FAVvvPGbt1V6DEti2JROKBqF/en5fLNwF05HHWufpBZLBh9Sgyo6XsHn/28LGSuPIFRBhz7RTHq6H21Sa1+Bq5WV5P31BY5OvhPH4cNooyJJmP93Ws17HV2k/67YhRC8t+s9Hvj+AawOK6mRqXw69lN6xfTy23dekFOHIGOx5/XQp887jwt49u3rnZ4eBPKWS/1cXxN8rNlbUPdbLx3Heib4s1th01t+zN2Fiw2M5cNRH9LO0o78qnymrp7K3lN7/fqdGoOB+FfmEvHA/QCcWvg2Jx59DNVx7lFkU66K4/oHUtHpNRzNPMWK17dRZW3ayfsk/5LBh9Qg3E5PbceyF3+h8Fg5xkAdI+7twsh7uxIQVLvtRMVPG8m+4UZKPvoIhMByyy20//prQoYP92s+S6pLeOiHh3hj6xsIBOOTx7Nk1BJiA5vhiXrtX0B1QYfh0PaaOq2y5WgJR05VEWjQMrxzjJ8zeGnpmRhKnCWACruLdVl1HIVTo4Eh/+t5/d/5YG2eXUdjAmNYMmoJncI7UVxdzD1p9/h9HBBFUYieOZO4F/4KOh3Wr7/m2B//iKvo3HO8tEmN5MaHe2I068g/bGXZy79wKrfCr3mUmo4MPqSLlpddxqcv/kLGyiOoqqBt90gmPdOP5D61T37OggJyZz9Czr334jxxAn1CAonvv0f8iy+gtfi3S2v6yXQmfDmBdTnr0Gv0PNP/GZ4b8BxGrdGv33tBjv0Mu/8DKDDsuTqv9vnW4wCMTo3DbKh9i0v6bRqNwo094gH4LON43VfsdCMk9gOXDX54wU+5u3jhAeG8P/J9ekX3otxZzr3f3svK7JV+/97Q8eNJevcdNEFB2DK2cHj8BGw7d54zbVx7CxMe74Ml2kRFsZ3P526RE9JdomTwIV0wp93NT8sO8PkrWyg5WYkpWM/IaV0ZfX8qgRbfE7pwuTwTwY2+HuvKlaDREPaHP9DuyxUEDaxbW4YLzqfqZN6WeUz7dhoFtgLaWtryrzH/YuIVE/36vRfM5YCvHva87vUHiO1ap9VsDjdf7/C0Vxjfq5WfMndpu62PZxTbdVkF5JVV120lRYERNUHHto89A8I1U8GGYN4e/jZDk4biVJ08seEJFu5Y6PduroEDBtDms08xtG2LKz+fo5PvpHT58nOmDY0xM+HxPiSkhOK0u1m1YCfbvz8mu+JeYmTwIV2QI7uKWPqXdHasyQEBKVfFcsezV9Ghd3StRqK27ds5PPFW8l98EbWykoBu3Wiz7DNin/xfNIGBfs1nVnEWk1dO5v3M9xEIJlwxgaVjltIxvKNfv/eibJoPhXvBHAnDnq/zav/edpxyu4ukcLN3vhKpftpFBdG3TTiqgGUZ9RgbI/FKz7DrCPjyz+B2+S2PF8ukM/G3wX9jSpcpACzYvoDHNzxOlbMOo7teBGO7drRZ9hlBw4YinE5OPvU0J599DrW6dpAXEKjnhod60HlQPELAxuUHSVu0G4et+ZarVD+KaGbhpNVqxWKxUFZWRkhI7QGopKZlLbKx4bMDHNnpqQoNCjMyeHJHWneNqJXWmZ9P4bw3KPvPfwDQWCxEz5pF6MQJfpmP5WwOt4N3dr7D4l2LcQkXIYYQnhvwHMNb+7dNyUXL3wPvDvb0cLn5Xeh+W51WU1XB8Nd/5FBhJc+M7cwfBzXhBHgt3L+3HmfWZzuICTGy/rEhGHV17DFUUQBvXgnVpTD8/2DgTL/msyF8lvUZL6a/iFu46RDagb8N/pvfJ08Uqsqpd96h8O/zQQiMycnEv/YqAVdcUTutEOxal8vG5QdQ3YLQGDOjpnclIkGO2tsc1ef8LYMPqU5cTjfbvj3GltVHcTtVNBqF7kMT6TOmTa3us2plJafef59Ti5cgaq5qLONvIXr2bHTh/r8i/yXvF174+QUOlR0CYHjr4fxvv/8l0tTMx7xw2mDRdVCwB5JHwB2f1amHC8APWQVMXfILQUYdm+ZcR3BAMxkgrQVyuFSunruWfKuduRO6cWufekwouO0jWDEDdAEwbS3EdPFfRhtIRl4Gj65/lCJbEWadmecHPs+oNqP8/r0VP23kxBNP4C4qQjEYiH78McLuuOOc3evzsstIW5RJRYkdnV7DoFuT6TwovvmMxyMBMviQGpAQgoNbCvj5i0NYizyBREJKKNfclkJ4vO8tE+F2U/r55xT+fT7umhbtpl69iHnicUzduvk9r3mVebyW8Rqrj6wGICIggieverL513ac9vX/eLrWBkbDA/+FoLpNCCeEYNxbG9lxvIx7B7XlqbGd/ZzRS9+76w/x4qp9tI8K5Nv/uRatpo4nOSHg44lw8DuITIHpP4DBv7cWG0KRrYhHfnyELflbALih3Q080e8JQgz+PQa7Tp3ixJw5VK7fAEDgoEHEPf/cOSeNtFU4+G7xHnL2FAPQJjWCwXd2rNW+TGo6MviQGkTu/hL+++9DFByxAmC2GBg0IZkOfXzbdQi3G+uqbyhasADH4cMA6JOSiH5kNsHDh/v96qTKWcU/9vyDxZmLsblsaBQNE6+YyJ97/rl5TApXF7+8Bytne15P/hySh9V51W935zH9n1sw6bWsf2wIUcHyYHyxyqudDHx5LdZqV/1rPyqL4O1BUH4Sut0GN79T5xqspuRSXSzYvoD3M99HFSox5hj+MvAv9I/v79fvFUJQ8s+PKHj1VYTDgWI2E/3ww4RNvgNF63vLS6iC7Wty+HnFIVSXICBQz7V3pNC+l5zDqDmQwYd0UYqOV5C+4hBHdnnmq9AZtfQcnkSPYYk+t1iE2431m9WeoCPbM2qi1mIh8k8PEDZpEorB4Nd82t12lmUtY9GuRRRXe66GekX3Yk6/Oc27QemvHVzjuVoWbhj6LFw9q86r2l1urn9jA4cKK/nT4PY8NqoF7Xczd7r2IybEyLpHhmAy1GO02MMb4B83ef6mQ56Eax/zX0Yb2PaC7Tz505McKz8GwJh2Y3ikzyN+v21pzz7MyWeexpbhqX0xde9OzNNPY+pa+9bVqdwKvv9gD0U5nnFA2qRGcPVtVxASafJrHqXfJ4MP6YLkH7GSseqItzGpolHoMiiePmPa+FRtqnY7ZV9+SfGSD7xBh8ZiIWLqFMLuvBNtkH8bg9lcNr44+AWLMxeTV+kZSjwpOIk/9/wzI9uMbFlXQIc3eAIPlw263Q43v12vq+T5aw7w2nf7iQwysGbWYCxm2dajoVQ73Qz7248cL7Fx37XtmDO6U/02kLHYcysN4MY3Pd2mW4gqZxXzts5j6b6lCARB+iAe7Pkgt6bcil7jv9+YUFVKP/uMgldeRa2sBMAybhxR//M/teZ4crtUMlYdYWvaUVS3QKvX0Gd0a3oOb41WLztyNgUZfEh1JoQgN6uEbd8e41jNvVQU6NArmr43tCUs9sz9atepU5R8spSSf/0Ld7EnrSYk5EzQERzs17yWVpfySdYnfLL3E0rsJQBEm6N5oPsD3NThJr8eFP3i0A+wdLJnYrLkEXDbR6Cr+y2TfXlWbnxzIw6Xyhu39+CmHrXvk0sX57s9+Uz7RwYaBf79p4H0SAyt5waegY1vAArc8Ab0vtsf2fSbzKJM/vrzX9l9ajfgCfIf7PkgI9uMRKP47wTvzM+n8G9/o2zFlwAoJhMRU6cQftddaENDfdKW5FXy4yf7yc3yHBOCIwLod0NbkvvGoqlrWx2pQcjgQzovp91NVnoeu9Ydp/iE5wpD0Shc0TeG3qNae4MOoapUbd5M6bLllH/7LcLpBEAXH0f4H+4idMJ4vwYdQgh2FO5g2f5lfHvkW6rdNY1egxK4q/NdjL9ifPMcofR8tn0MXz3kGT693RCYtBT0AXVevcLu4sY3fyK7sJIhKVEsnnJly6rxaUFmLt3Giu0naB1h5ssZg+pXuyQEfPMYbH7X837oMzBoVotoA3KaW3WzfP9yFuxY4L292TG8I/em3suwpGFoNf6bvNC2cyf5L72Mbds2ADSBgYRNnkz41Cnows7Mji2E4EBGPhuXH6SqzDMnTHh8IH1vaEu77lEoMghpFDL4kM5JCEHB0XKy0vPYn56HvcozYI/OoCHlqjh6Dk/EEmUGwJGTg3XlKkr//W+cx455txGQmkrE1CkEjxiBovPf8N2FVYWkHUnj8wOfc7D0oHd5p/BOTO06leGth6PTtMDhwx1VkDYHtnzged91AoxbUK8aD6dbZfo/Mvghq5DYkABWzbya8ED/tq+5nJVWORg7/yeOl9i4OjmSxVOuRK+tx1W/EPDd0565X8DzN79hHhj9W1PY0Cqdlfxzzz/5cPeHVDg9bS1aBbXiri53cWP7GwnU+6dXjxCC8m+/o2jBAuxZWYCnJsRy042ETbqDgJQz44M4HW52/XCcrWlHvce30BgzPYYlknJVLDo5y7NfyeBD8lFWaONARj770/MoyTszimFIlInUaxPoNCAOo1mPMzcX6+o0rN98Q3VmpjedJjCQkBvGEjph4jkbfzWUIlsR3x/9nrQjaWzJ34LA89MM0AYwqu0oJlwxgW6R3VruFX72Olj5CJw6ACieRojXPuGZnKyOHC6V2ct28NWOEwToNXx871X0bh12/hWli7L7RBnjF/6XaqfK6K6x/H1Sz/oFIAC/vO+pBVFdENoaxi2ENv6dWsAfSqtL+Xjfxyzdt5RSeyngGTV1ZJuR3JJ8Cz2ievjlf1SoKhU//EDRgoVU797tXW7q05uw224neOh1aMyei6fqSifbvz9G5o+53iAkIEhPSr9YOg2MIyJeDlLmDzL4uMwJVZB/1MqRHUUc3lnkva0CoNNraNsjipSrYklsH4Rt+zYqNmygcv0G7AcOnNmIRoO5b18sN9xAyOhR3n/qhuRSXews3MlPuT+x8cRG9p7a6w04ALpFdWNsu7GMaTfG7+MN+FVhFqx7qWaiOCAoxtP9sv2Qem2muNLBzKXb2HCgCK1GYdFdvbmuo5y5trGsyypg+j+24HCrDOwQwVt39CLUXM8ap6P/hX/fB2U1tYldbvZMHBjWpqGz63enG37/a++/OGI94l2eFJzE0NZDGZo0lNTI1AZvGyKEoCp9MyWffEL599+D2w14akOChwwm5PrrCRw0CE1AAI5qF3s3nmT798eoKLF7txHTNoTkK2No1yOK4PC63+6Ufp8MPi4zQhWcOlFJ7v4STuwvJfdACfbKM3MgKBqF+ORQkruHEkcu7sxtVG3bim3HTkTVWfM5KArmPn0IuX40wcOHo4ts2K51VoeVXYW72FG4g+0F29lZtJNKZ6VPmtTIVEa2GcmI1iOIC4pr0O9vVKoKR9Z7xu/Y+zUgQNHAlfd6pmA31b22QgjBt3vyeWZFJvlWO2aDlrcm92JISvT5V5Ya1A9ZBcz4eCtVDjexIQH8ZVxXhneuZwBYbfXchtnyISBAo4eut0C/+yGhl1/y7U9CCLYVbOM/B/9D2pE0bC6b97NIUyQD4wfSN64vV8Zc2eD/0878fEqXLafsyy99bg8rRiPmK68kcNBAggYORNemLTl7S9n735Mc2VmEqp457UUlBdO2eyStUsKIbhOCVid7ylyoZhF8vPXWW7zyyivk5eXRvXt35s+fT9++fc+7ngw+fp/L6aaswEZhTjmFx8opyqmgMKccZ7XbJ53eqCEhRhCrySO8YAfiwG7sh7I9J8WzaCMjCRo0iMCrBxE4YIBPI64L5VSd5JTncKDkAAdLD3Kw5CAHSg9wzHrMp2YDINQYSv/4/gyMH8iA+AFEmes2qmez5LLD0Y2ecTv2rICysyYm6zgWrn0c4uo+0qtbFfy4v4C3f8xm82FPQ792UYHMn9STLvEtZPC0S9Dek1Ye+GgLR055AveBHSL40+AODGgfUb/bDXm74NunIfuHM8uiu3hqQ1JGeV77eQ6khlbprGRD7gbWHl3L+tz1tS4uEoIS6BrZlU7hnegU0YlO4Z0IC7j4Y44QgurM3VhXrcKathrXiZM+n2ssFkzdumHq3h2uSCWnKpKjh2ycPFjG2WdAnV5DbHsLse0tRCUGE5kYRHB4QMu91dvImjz4+PTTT7nrrrt4++236devH/PmzWPZsmVkZWURHf37V2uXe/DhqHZRVeagssxOVZmDilI7ZYU2ygqqKC2o8lQdnuMvplPchItCQssOEJKzlaBTB9EItVY6fatWmHr1xNyrF6aevTAmd6jXJG9VziqKq4spqS6huLqY4upiTlSe4ETFCXIrcsmtyKWgqgD1HN8NkBicSPeo7vSI6kH36O4khyb7tbW8XwgBVaeg5CgU7YeT2z3TqJ/c4Rmv4zSjpeaK9j6IPv8YEUIICsrt7Mgp5cf9hazdV8DJmmndjToN917dlhlDOmA2tMCGtpeYaqebed8f4L0N2bhqrqITQk1cnxrLVe0i6NM6vO69YnK3QvrbkPlvUJ1nlpvCoPVAiOsO0Z0hpjNYkkDbMv7+DreDjLwM0vPS+SXvF/ac2oNbuGulCzWGkhSSROvg1iSFJJEQlECUOYpoUzSR5kiC9cH1OvkLIXAcOkTFhp+o3LCBqi1bEHZ7rXSaoCDo0IXihD4UaFtRaAvC7qx9LDSadYTHB2KJNBESZcISbSIk0kSgxYg52CDHFDlLkwcf/fr148orr+TNN98EQFVVEhMT+fOf/8wTTzzxu+v6K/goLy1l939/5HSYK1TPjxQhEKpACAWBCm6BQCAEKKoAAUKoCAGqANSalTm9Pr5p3CDcCkJVUN2eigZVVTzLXKC6BG6ngtulwe3U4nZrcLt1uN1aXKoBVZz/wKJ12QiuOE5weQ5BFTkEV+Rgrsr3CTaERsEZF4GjVTS2VpFUJUZQ3ioce6gJl+rCKVy4hBuncOEWbpyqk2rVjs1djc1d7fPaplZT5a6mzFWOXXXUqbyNGgNJAfG0DognyeR5bh2QQKj+7Bb+NX+Lml/gOQ8v5/h5nvsne45gR4hfrS5qvVIQKG4HGlc1uO1o3HY0rmoUtx2Nuxqt3YrWXozOXoquuhhddQmGily0Lt8rutMcpmisra6lrNUQylpdh6jpxSIE2F0qlXYXVQ43lQ4XlXYXRRUO8sqqybNWc7CgguJK3/K1mPRM7N2KqYPakhAqR29sbo6XVLFofTbLtxyn0uF7Yo0JMdIuMojEcBPhgUYiAg2EBRoINGgx6jUYtJ5no06DXqtB6ygl+PC3hGSvxHTiZzSu2lPcC0WD2xyDOzged2AMIiAU1RCMagxBNVoQhiCE1oDQGkBrRGj0CF3Na0Xr6eKraAAFUfPsWXZmufczRTnzeQOodFWxz3qAgxXZHCw/zIGKbE7Y8s67nlFjwKIPIVBnJlAXSKDOTJAukCBdICZtAAaNoeahx6DRo9fove/1Gj0alyAgp4CAg8cx7s/BkJ2LLu8Uyq9qgQVQZY6lJDQZa3BrKkISqTTFIs7Tq06rcWHQO9Hr3Wh1quehF2h1Ap0etAaBolPQ6BQUrYKiAY0WFI1AowFFe7qCS6kpboGiaDyvNYonZ2d3FdYo3j8N4AnMLuBPZDAG0Ou6EfVf8Xc0afDhcDgwm80sX76ccePGeZfffffdlJaWsmLFCp/0drsd+1lRqdVqJTExscGDj3XLPmb3mpbRhkDrqsbgKMPoKMNgt2KqLsJsK8RUVYDZVoDeWYHNAKWBUBYIpUEKhRbID1XID4X8MIWiEHBr/VNVaFRVwlWVcLebMLdKrMtFgstNvMtFQs0j3K1yqV8PnBThHBPR7FbbsFNtxy7RlkMings6EtTQKNAuKoj+7SK4rmM0/dtHECC7BzZ7NoebtfsKWL+/kF+OFJNddO7gtK50uEhVDtNHk0VHzTE6Kjl0UE5gVJznX7kFqVIUjul1HNXpOKbXc1SvI0+no1CrpVCrpby+PYrqSOcSxJVAqyJB/CmItAoirJ7nqDIw1jSZUxUdlYGxVJpjsJmisAVEYjNFUR0QgcMQfN7ApDkzVOcx7YM7GnSb9Qk+GrzkioqKcLvdxMT4NsKKiYlh3759tdK/9NJLPP/88w2djVoUrQaN28HpqgrFG3N5aj+U01UY8Kv3NbUbnLWs5r3PstPrCSca1YUizn44UVQX4AKcCGFDETYENgTVqEpVzXMlbqzYjXbKDVAdBNUGqDbWPBugwgTlgeDUe05wp09zCqfzCDoEsSqgglaAXniW6QToBOhrXutr3uuEQAcEqAKzALMqMNW8DlA97wOFwOIWhLkFRqH4nF5Pf+vpn5MbKDzHCVicc9m509Te/vm3dS7iV1dt51rPgR4HBuwYcCg1rxUDDvRUEEiZEoy15lGmBFOgRJKnRONUao/NkcRvXygG6LSYDFoCjVrMBh1mg5aIQCOxFiMxIQG0iQgkJTZYBhstkMmgZUy3OMZ081zglFU5yS6q4HBRJbklNkqqnJRUOSiudGBzuLG73NhdKg6Xir3mQU2NqwBUoSdbdOaQ6ORdhnATplqJoYhYThGllBJCJcFUeZ8DFRt6XBhwYcDp81qL+3S9hvehOeuZs9570qkXEUbXkYAkOyTZVcBe8zijWoFTWi1lWoUKjYZyzdnPCpUaDQ4FnIqCXVFwKOBQlJqH57UKqAqoKLgBoXiOUY4whUNhsD/ZU75upWaPhcBshyAbBNrcBNpyCarOJcgGRgcYnQKjA/SVYHSZ0avBaAgBJRiFAITGCIoJoRgRSgBCEwCKDqHoAC1C0SE0Nc+KFrXm+Ux1hnLWccsTfAnlzF/u7GoPcd6eRL/9F1SE6zc/awxNHrbNmTOHWbPOTKR1uuajoV17yySuvaXBNytJklSLxaynZ1IYPZPkGCwXwwyEN3UmJL9o8OAjMjISrVZLfn6+z/L8/HxiY2NrpTcajRiNLXB4bEmSJEmSLkiD31AzGAz07t2bNWvWeJepqsqaNWvo379/Q3+dJEmSJEktjF9uu8yaNYu7776bPn360LdvX+bNm0dlZSVTp071x9dJkiRJktSC+CX4uO222ygsLOSZZ54hLy+PHj16sHr16lqNUCVJkiRJuvzI4dUlSZIkSbpo9Tl/X+pDMUiSJEmS1MzI4EOSJEmSpEYlgw9JkiRJkhqVDD4kSZIkSWpUMviQJEmSJKlRyeBDkiRJkqRGJYMPSZIkSZIalQw+JEmSJElqVDL4kCRJkiSpUfllePWLcXrAVavV2sQ5kSRJkiSprk6ft+sycHqzCz7Ky8sBSExMbOKcSJIkSZJUX+Xl5Vgslt9N0+zmdlFVlRMnThAcHIyiKE2dnTqzWq0kJiaSk5Nz2c9JI8vClyyPM2RZ+JLl4UuWxxktsSyEEJSXlxMfH49G8/utOppdzYdGo6FVq1ZNnY0LFhIS0mJ+KP4my8KXLI8zZFn4kuXhS5bHGS2tLM5X43GabHAqSZIkSVKjksGHJEmSJEmNSgYfDcRoNPLss89iNBqbOitNTpaFL1keZ8iy8CXLw5csjzMu9bJodg1OJUmSJEm6tMmaD0mSJEmSGpUMPiRJkiRJalQy+JAkSZIkqVHJ4EOSJEmSpEYlg48LsHLlSvr164fJZCIsLIxx48b5fH7s2DHGjBmD2WwmOjqaRx99FJfL5ZNm3bp19OrVC6PRSIcOHfjggw8abwf8wG6306NHDxRFYfv27T6f7dy5k6uvvpqAgAASExOZO3durfWXLVtGx44dCQgIIDU1lVWrVjVSzhvGkSNHuOeee2jbti0mk4n27dvz7LPP4nA4fNJdDmXxe9566y3atGlDQEAA/fr1Y/PmzU2dpQb30ksvceWVVxIcHEx0dDTjxo0jKyvLJ011dTUzZswgIiKCoKAgxo8fT35+vk+auhxHWpqXX34ZRVF4+OGHvcsut7LIzc3lzjvvJCIiApPJRGpqKhkZGd7PhRA888wzxMXFYTKZGDZsGAcOHPDZRnFxMZMnTyYkJITQ0FDuueceKioqGntXLo6Q6mX58uUiLCxMLFy4UGRlZYndu3eLTz/91Pu5y+USXbt2FcOGDRPbtm0Tq1atEpGRkWLOnDneNNnZ2cJsNotZs2aJPXv2iPnz5wutVitWr17dFLvUIB566CExevRoAYht27Z5l5eVlYmYmBgxefJkkZmZKT755BNhMpnEO++8402zceNGodVqxdy5c8WePXvEU089JfR6vdi1a1cT7MmF+eabb8SUKVNEWlqaOHTokFixYoWIjo4Ws2fP9qa5XMrityxdulQYDAaxePFisXv3bjFt2jQRGhoq8vPzmzprDWrkyJFiyZIlIjMzU2zfvl1cf/31IikpSVRUVHjT3H///SIxMVGsWbNGZGRkiKuuukoMGDDA+3ldjiMtzebNm0WbNm1Et27dxMyZM73LL6eyKC4uFq1btxZTpkwR6enpIjs7W6SlpYmDBw9607z88svCYrGIL774QuzYsUPceOONom3btsJms3nTjBo1SnTv3l38/PPPYsOGDaJDhw5i0qRJTbFLF0wGH/XgdDpFQkKCeO+9934zzapVq4RGoxF5eXneZQsXLhQhISHCbrcLIYR47LHHRJcuXXzWu+2228TIkSP9k3E/W7VqlejYsaPYvXt3reBjwYIFIiwszLvvQgjx+OOPi5SUFO/7W2+9VYwZM8Znm/369RP33Xef3/PuT3PnzhVt27b1vr+cy0IIIfr27StmzJjhfe92u0V8fLx46aWXmjBX/ldQUCAA8eOPPwohhCgtLRV6vV4sW7bMm2bv3r0CEJs2bRJC1O040pKUl5eL5ORk8d1334lrr73WG3xcbmXx+OOPi0GDBv3m56qqitjYWPHKK694l5WWlgqj0Sg++eQTIYQQe/bsEYD45ZdfvGm++eYboSiKyM3N9V/mG5i87VIPW7duJTc3F41GQ8+ePYmLi2P06NFkZmZ602zatInU1FRiYmK8y0aOHInVamX37t3eNMOGDfPZ9siRI9m0aVPj7EgDys/PZ9q0afzzn//EbDbX+nzTpk1cc801GAwG77KRI0eSlZVFSUmJN82lUh5nKysrIzw83Pv+ci4Lh8PBli1bfPZNo9EwbNiwFr9v51NWVgbg/S1s2bIFp9PpUxYdO3YkKSnJWxZ1OY60JDNmzGDMmDG1ftuXW1l8+eWX9OnTh4kTJxIdHU3Pnj1ZtGiR9/PDhw+Tl5fnUx4Wi4V+/fr5lEdoaCh9+vTxphk2bBgajYb09PTG25mLJIOPesjOzgbgueee46mnnuLrr78mLCyMwYMHU1xcDEBeXp7PPwngfZ+Xl/e7aaxWKzabzd+70WCEEEyZMoX777/f5x/hbBdTHqc/b4kOHjzI/Pnzue+++7zLLteyACgqKsLtdl+S+/Z7VFXl4YcfZuDAgXTt2hXw/I0NBgOhoaE+ac8ui7r8VlqKpUuXsnXrVl566aVan11uZZGdnc3ChQtJTk4mLS2NBx54gIceeogPP/wQOLM/v/d/kpeXR3R0tM/nOp2O8PDwFlUeMvgAnnjiCRRF+d3Hvn37UFUVgCeffJLx48fTu3dvlixZgqIoLFu2rIn3ouHUtTzmz59PeXk5c+bMaeos+01dy+Jsubm5jBo1iokTJzJt2rQmyrnUHMyYMYPMzEyWLl3a1FlpEjk5OcycOZOPP/6YgICAps5Ok1NVlV69evHiiy/Ss2dPpk+fzrRp03j77bebOmuNTtfUGWgOZs+ezZQpU343Tbt27Th58iQAnTt39i43Go20a9eOY8eOARAbG1urBf/pltuxsbHe51+35s7PzyckJASTyXRR+9IQ6loea9euZdOmTbXmHujTpw+TJ0/mww8//M19hfOXx+nPm1Jdy+K0EydOMGTIEAYMGMC7777rk66ll8XFiIyMRKvVXpL79lsefPBBvv76a9avX0+rVq28y2NjY3E4HJSWlvpc8Z9dFnU5jrQEW7ZsoaCggF69enmXud1u1q9fz5tvvklaWtplUxYAcXFxPucPgE6dOvH5558DZ/YnPz+fuLg4b5r8/Hx69OjhTVNQUOCzDZfLRXFxccsqj6ZudNKSlJWVCaPR6NPg1OFwiOjoaG+PhdONo85uwf/OO++IkJAQUV1dLYTwNDjt2rWrz7YnTZrU4hqcHj16VOzatcv7SEtLE4BYvny5yMnJEUKcaWTpcDi8682ZM6dWI8uxY8f6bLt///4trpHl8ePHRXJysrj99tuFy+Wq9fnlVBbn0rdvX/Hggw9637vdbpGQkHDJNThVVVXMmDFDxMfHi/3799f6/HQjy+XLl3uX7du375yNLH/vONISWK1Wn2PErl27RJ8+fcSdd94pdu3adVmVhRCe4/yvG5w+/PDDon///kKIMw1OX331Ve/np887v25wmpGR4U2TlpbW4hqcyuCjnmbOnCkSEhJEWlqa2Ldvn7jnnntEdHS0KC4uFkKc6RY2YsQIsX37drF69WoRFRV1zq62jz76qNi7d6946623WnxXWyGEOHz4cK3eLqWlpSImJkb84Q9/EJmZmWLp0qXCbDbX6l6q0+nEq6++Kvbu3SueffbZFte99Pjx46JDhw5i6NCh4vjx4+LkyZPex2mXS1n8lqVLlwqj0Sg++OADsWfPHjF9+nQRGhrq04vhUvDAAw8Ii8Ui1q1b5/M7qKqq8qa5//77RVJSkli7dq3IyMgQ/fv3956AhKjbcaSlOru3ixCXV1ls3rxZ6HQ68cILL4gDBw6Ijz/+WJjNZvHRRx9507z88ssiNDRUrFixQuzcuVPcdNNN5+xq27NnT5Geni5++uknkZycLLvaXuocDoeYPXu2iI6OFsHBwWLYsGEiMzPTJ82RI0fE6NGjhclkEpGRkWL27NnC6XT6pPnhhx9Ejx49hMFgEO3atRNLlixpxL3wj3MFH0IIsWPHDjFo0CBhNBpFQkKCePnll2ut+9lnn4krrrhCGAwG0aVLF7Fy5cpGynXDWLJkiQDO+Tjb5VAWv2f+/PkiKSlJGAwG0bdvX/Hzzz83dZYa3G/9Ds7+H7fZbOJPf/qTCAsLE2azWdx8880+gaoQdTuOtES/Dj4ut7L46quvRNeuXYXRaBQdO3YU7777rs/nqqqKp59+WsTExAij0SiGDh0qsrKyfNKcOnVKTJo0SQQFBYmQkBAxdepUUV5e3pi7cdEUIYRo7Fs9kiRJkiRdvmRvF0mSJEmSGpUMPiRJkiRJalQy+JAkSZIkqVHJ4EOSJEmSpEYlgw9JkiRJkhqVDD4kSZIkSWpUMviQJEmSJKlRyeBDkiRJkqRGJYMPSZIkSZIalQw+JEnyi8GDB6MoCoqisH379gbb7pQpU7zb/eKLLxpsu5IkNR4ZfEiS5DfTpk3j5MmTdO3atcG2+cYbb3Dy5MkG254kSY1P19QZkCTp0mU2m4mNjW3QbVosFiwWS4NuU5KkxiVrPiRJqpObbrrJe7vj148vv/yyztsZPHgwDz74IA8++CAWi4XIyEiefvppTs9xuXz5clJTUzGZTERERDBs2DAqKyv9tVuSJDUBWfMhSVKdLF68GKfTSUVFBcnJyaxatYqePXsCEBkZWa9tffjhh9xzzz1s3ryZjIwMpk+fTlJSEmPHjmXSpEnMnTuXm2++mfLycjZs2ICcfFuSLi0y+JAkqU4iIiIA2LRpE4qicPXVVxMUFHRB20pMTOT1119HURRSUlLYtWsXr7/+Or1798blcnHLLbfQunVrAFJTUxtsHyRJah7kbRdJkupl586dtGnT5oIDD4CrrroKRVG87/v378+BAwfo3r07Q4cOJTU1lYkTJ7Jo0SJKSkoaItuSJDUjMviQJKledu7cSbdu3fy2/e+++45vvvmGzp07M3/+fFJSUjh8+LDfvk+SpMYngw9JkurlyJEjpKSkXNQ20tPTfd7//PPPJCcno9VqURSFgQMH8vzzz7Nt2zYMBgP/+c9/Lur7JElqXmSbD0mS6kVVVY4ePUpubi7x8fE+t0/q6tixY8yaNYv77ruPrVu3Mn/+fF577TXS09NZs2YNI0aMIDo6mvT0dAoLC+nUqZMf9kSSpKYigw9JkurloYceYvr06aSkpGC1Wi8o+Ljrrruw2Wz07dsXrVbLzJkzmT59Ovv27WP9+vXMmzcPq9VK69atee211xg9erQf9kSSpKYigw9Jkupl9OjR5OTkXNQ29Ho98+bNY+HChT7LO3XqxOrVqy9q25IkNX+yzYckSX6zYMECgoKC2LVrV4Nt8/7777+onjaSJDU9RcjReyRJ8oPc3FxsNhsASUlJGAwGwDPCaY8ePZg3b94FbbegoACr1QpAXFwcgYGBDZJfSZIajww+JEmSJElqVPK2iyRJkiRJjUoGH5IkSZIkNSoZfEiSJEmS1Khk8CFJkiRJUqOSwYckSZIkSY1KBh+SJEmSJDUqGXxIkiRJktSoZPAhSZIkSVKjksGHJEmSJEmNSgYfkiRJkiQ1Khl8SJIkSZLUqP4/9QE53ifWoosAAAAASUVORK5CYII=\n" 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\n" }, "metadata": {} } @@ -1492,24 +1479,23 @@ "# Plot the equilibrium bunch profile\n", "V = BeamLoadingEquilibrium(ring, [MC,HC], I0, auto_set_MC_theta=False)\n", "sol = V.beam_equilibrium(plot=False)\n", - "z0 = np.linspace(-0.2, 0.2, 1000)\n", - "plt.plot(z0, V.rho(z0)/np.max(V.rho(z0)))\n", + "plt.plot(V.tau0, V.rho0/np.max(V.rho0))\n", "plt.xlabel(\"z [m]\")\n", "plt.title(\"Equilibrium bunch profile\")\n", "\n", "# Plot the bunch profile of bunch 0 from tracking\n", "bins, sorted_index, profile, center = mybeam[0].binning(\"tau\", 75)\n", - "plt.plot(center*3e8, profile/max(profile))" + "plt.plot(center, profile/max(profile))" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", - "height": 888 + "height": 837 }, "id": "xvg8zezzV4f_", - "outputId": "85f9d757-1e1a-4ec0-83c3-5785a8521721" + "outputId": "c3850fb7-e40c-4490-fa92-279a6af9f760" }, - "execution_count": null, + "execution_count": 41, "outputs": [ { "output_type": "stream", @@ -1534,21 +1520,18 @@ "1600\n", "1700\n", "1800\n", - "1900\n", - "The initial center of mass offset is -178.42158504142026 ps\n", - "The final center of mass offset is 13.77731893548217 ps\n", - "The algorithm has converged: True\n" + "1900\n" ] }, { "output_type": "execute_result", "data": { "text/plain": [ - "[<matplotlib.lines.Line2D at 0x7f86cea53460>]" + "[<matplotlib.lines.Line2D at 0x7b3a28272170>]" ] }, "metadata": {}, - "execution_count": 40 + "execution_count": 41 }, { "output_type": "display_data", @@ -1556,11 +1539,20 @@ "text/plain": [ "<Figure size 640x480 with 1 Axes>" ], - "image/png": 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\n" + "image/png": 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\n" }, "metadata": {} } ] + }, + { + "cell_type": "code", + "source": [], + "metadata": { + "id": "J7qkgaaeAPwK" + }, + "execution_count": null, + "outputs": [] } ] } \ No newline at end of file diff --git a/mbtrack2/impedance/impedance_model.py b/mbtrack2/impedance/impedance_model.py index 713fe464a7f336b543e3ba282748275c356433fa..badc6321bfff0bdefe5af296ea92cc0214b65f78 100644 --- a/mbtrack2/impedance/impedance_model.py +++ b/mbtrack2/impedance/impedance_model.py @@ -305,7 +305,7 @@ class ImpedanceModel(): Z_type : str, optional Type of impedance to plot. component : str, optional - Component to plot, can be "real" or "imag". + Component to plot, can be "real" or "imag". sigma : float, optional RMS bunch length in [s] to use for the spectral density. If equal to None, the spectral density is not plotted. @@ -496,29 +496,51 @@ class ImpedanceModel(): return summary - def energy_loss(self, sigma, M, bunch_spacing, I, n_points=10e6): + def energy_loss(self, + M, + bunch_spacing, + I, + sigma=None, + bunch_spectrum=None, + freq_spectrum=None, + n_points=10e6): """ - Compute the beam and bunch loss factor and energy losses for each type - of element in the model assuming Gaussian bunches and constant spacing - between bunches. + Compute the beam and bunch loss factor and energy losses for each type + of element in the model. + + Assumtions: + - Constant spacing between bunches. + - All bunches have the same bunch distribution. + - Gaussian bunches if sigma is given. Parameters ---------- - sigma : float - RMS bunch length in [s]. M : int Number of bunches in the beam. bunch_spacing : float Time between two bunches in [s]. I : float Total beam current in [A]. + sigma : float, optional + RMS bunch length in [s]. + If None, freq_spectrum and bunch_spectrum must be given. + Default is None. + bunch_spectrum : array + Bunch spectrum to consider (i.e. FT of bunch profile). + Not used if sigma is not None. + Default is None. + freq_spectrum : array + Frequency points corresponding to bunch_spectrum in [Hz]. + Not used if sigma is not None. + Default is None. n_points : float, optional Number of points used in the frequency spectrums. + Default is 10e6. Returns ------- summary : Dataframe - Contains the beam and bunch loss factor and energy loss for the + Contains the beam and bunch loss factor and energy loss for the full model and for each type of different component. """ @@ -532,9 +554,33 @@ class ImpedanceModel(): fmin = -1 * fmax f = np.linspace(fmin, fmax, int(n_points)) - beam_spect = beam_spectrum(f, M, bunch_spacing, sigma=sigma) - - bunch_spect = gaussian_bunch_spectrum(f, sigma) + if sigma is None: + if bunch_spectrum is None: + raise ValueError( + "Either sigma or bunch_spectrum and freq_spectrum" + + "must be specified.") + else: + if freq_spectrum is None: + raise ValueError( + "freq_spectrum must be given if bunch_spectrum" + + " is specified.") + if freq_spectrum[0] >= 0: + freq_spectrum = np.concatenate( + (-1 * freq_spectrum[:0:-1], freq_spectrum)) + bunch_spectrum = np.concatenate( + (bunch_spectrum[:0:-1], bunch_spectrum)) + bunch_spectrum_interp = interp1d(freq_spectrum, + bunch_spectrum, + bounds_error=False, + fill_value=0) + bunch_spect = bunch_spectrum_interp(f) + beam_spect = beam_spectrum(f, + M, + bunch_spacing, + bunch_spectrum=bunch_spect) + else: + beam_spect = beam_spectrum(f, M, bunch_spacing, sigma=sigma) + bunch_spect = gaussian_bunch_spectrum(f, sigma) attr_list = self.sum_names @@ -566,42 +612,60 @@ class ImpedanceModel(): return summary def power_loss_spectrum(self, - sigma, M, bunch_spacing, I, + sigma=None, + bunch_spectrum=None, + freq_spectrum=None, n_points=10e6, max_overlap=False, plot=False): """ - Compute the power loss spectrum of the summed longitudinal impedance + Compute the power loss spectrum of the summed longitudinal impedance as in Eq. (4) of [1]. - Assume Gaussian bunches and constant spacing between bunches. + Assumtions: + - Constant spacing between bunches. + - All bunches have the same bunch distribution. + - Gaussian bunches if sigma is given. Parameters ---------- - sigma : float - RMS bunch length in [s]. M : int Number of bunches in the beam. bunch_spacing : float Time between two bunches in [s]. I : float Total beam current in [A]. + sigma : float, optional + RMS bunch length in [s]. + If None, freq_spectrum and bunch_spectrum must be given. + Default is None. + bunch_spectrum : array + Bunch spectrum to consider (i.e. FT of bunch profile). + Not used if sigma is not None. + Default is None. + freq_spectrum : array + Frequency points corresponding to bunch_spectrum in [Hz]. + Not used if sigma is not None. + Default is None. n_points : float, optional Number of points used in the frequency spectrum. + Default is 10e6. max_overlap : bool, optional - If True, the bunch spectrum (scaled to the number of bunches) is - used instead of the beam spectrum to compute the maximum value of - the power loss spectrum at each frequency. Should only be used to - maximise the power loss at a given frequency (e.g. for HOMs) and + If True, the bunch spectrum (scaled to the number of bunches) is + used instead of the beam spectrum to compute the maximum value of + the power loss spectrum at each frequency. Should only be used to + maximise the power loss at a given frequency (e.g. for HOMs) and not for the full spectrum. + Default is False. plot : bool, optional If True, plots: - - the overlap between the real part of the longitudinal impedance + - the overlap between the real part of the longitudinal impedance and the beam spectrum. - the power loss spectrum. + Default is False. Returns ------- @@ -612,8 +676,8 @@ class ImpedanceModel(): References ---------- - [1] : L. Teofili, et al. "A Multi-Physics Approach to Simulate the RF - Heating 3D Power Map Induced by the Proton Beam in a Beam Intercepting + [1] : L. Teofili, et al. "A Multi-Physics Approach to Simulate the RF + Heating 3D Power Map Induced by the Proton Beam in a Beam Intercepting Device", in IPAC'18, 2018, doi:10.18429/JACoW-IPAC2018-THPAK093 """ @@ -629,10 +693,38 @@ class ImpedanceModel(): double_sided_impedance(impedance) frequency = np.linspace(fmin, fmax, int(n_points)) + + if sigma is None: + if bunch_spectrum is None: + raise ValueError( + "Either sigma or bunch_spectrum and freq_spectrum" + + "must be specified.") + else: + if freq_spectrum is None: + raise ValueError( + "freq_spectrum must be given if bunch_spectrum" + + " is specified.") + if freq_spectrum[0] >= 0: + freq_spectrum = np.concatenate( + (-1 * freq_spectrum[:0:-1], freq_spectrum)) + bunch_spectrum = np.concatenate( + (bunch_spectrum[:0:-1], bunch_spectrum)) + bunch_spectrum_interp = interp1d(freq_spectrum, + bunch_spectrum, + bounds_error=False, + fill_value=0) + bunch_spectrum = bunch_spectrum_interp(frequency) + else: + bunch_spectrum = None + if max_overlap is False: - spectrum = beam_spectrum(frequency, M, bunch_spacing, sigma) + spectrum = beam_spectrum(frequency, M, bunch_spacing, sigma, + bunch_spectrum) else: - spectrum = gaussian_bunch_spectrum(frequency, sigma) * M + if bunch_spectrum is None: + spectrum = gaussian_bunch_spectrum(frequency, sigma) * M + else: + spectrum = bunch_spectrum * M pmax = np.floor(fmax / self.ring.f0) pmin = np.floor(fmin / self.ring.f0) diff --git a/mbtrack2/utilities/beamloading.py b/mbtrack2/utilities/beamloading.py index 595fafd316940f8cdfa8f7d0cb53c4aa01f8187a..5e1de2691744db6cca761dba4e383259b678562f 100644 --- a/mbtrack2/utilities/beamloading.py +++ b/mbtrack2/utilities/beamloading.py @@ -6,6 +6,7 @@ Module where the BeamLoadingEquilibrium class is defined. import matplotlib.pyplot as plt import numpy as np from scipy.constants import c +from scipy.fft import rfft, rfftfreq from scipy.integrate import trapz from scipy.optimize import root @@ -13,8 +14,8 @@ from mbtrack2.utilities.spectrum import gaussian_bunch class BeamLoadingEquilibrium(): - """Class used to compute beam equilibrium profile for a given storage ring - and a list of RF cavities of any harmonic. The class assumes an uniform + """Class used to compute beam equilibrium profile for a given storage ring + and a list of RF cavities of any harmonic. The class assumes an uniform filling of the storage ring. Based on [1] which is an extension of [2]. Parameters @@ -31,16 +32,16 @@ class BeamLoadingEquilibrium(): N : int or float, optinal Number of points used for longitudinal grid. Default is 1000. - + References ---------- - [1] Gamelin, A., & Yamamoto, N. (2021). Equilibrium bunch density - distribution with multiple active and passive RF cavities. + [1] Gamelin, A., & Yamamoto, N. (2021). Equilibrium bunch density + distribution with multiple active and passive RF cavities. IPAC'21 (MOPAB069). [2] Venturini, M. (2018). Passive higher-harmonic rf cavities with general settings and multibunch instabilities in electron storage rings. Physical Review Accelerators and Beams, 21(11), 114404. - + """ def __init__(self, @@ -73,6 +74,8 @@ class BeamLoadingEquilibrium(): self.z0 = np.linspace(self.B1, self.B2, self.N) self.tau0 = self.z0 / c self.rho0 = gaussian_bunch(self.tau0, self.ring.sigma_0) / c + self.sampling = self.tau0[1] - self.tau0[0] + self.freq0 = rfftfreq(self.N, self.sampling) # Define constants for scaled potential u(z) self.u0 = self.ring.U0 / (self.ring.ac * self.ring.sigma_delta**2 * @@ -151,7 +154,7 @@ class BeamLoadingEquilibrium(): """System of non-linear equation to solve to find the form factors F and PHI at equilibrum. The system is composed of Eq. (B6) and (B7) of [1] for each cavity. - If auto_set_MC_theta == True, the system also find the main cavity + If auto_set_MC_theta == True, the system also find the main cavity phase to impose energy balance or cancel center of mass offset. If CM is True, the system imposes zero center of mass offset, if False, the system imposes energy balance. @@ -269,7 +272,7 @@ class BeamLoadingEquilibrium(): """Solve system of non-linear equation to find the form factors F and PHI at equilibrum. Can be used to compute the equilibrium bunch profile. - + Parameters ---------- x0 : initial guess @@ -280,7 +283,7 @@ class BeamLoadingEquilibrium(): CM : if True, the system imposes zero center of mass offset, if False, the system imposes energy balance. verbiose : if True, print out informations about convergence. - + Returns ------- sol : OptimizeResult object representing the solution @@ -332,13 +335,13 @@ class BeamLoadingEquilibrium(): def PTBL_threshold(self, I0, m=None, MC_index=0, HC_index=1): """ - Compute the periodic transient beam loading (PTBL) instability + Compute the periodic transient beam loading (PTBL) instability threshold based on [1]. - - The beam_equilibrium method should be called before the PTBL_threshold + + The beam_equilibrium method should be called before the PTBL_threshold one. - - Eq. (22) and (23) have been modified for cosine voltage convention + + Eq. (22) and (23) have been modified for cosine voltage convention for the main cavity. Parameters @@ -346,7 +349,7 @@ class BeamLoadingEquilibrium(): I0 : float Beam total current in [A]. m : int, optional - Number of bunches in the beam. + Number of bunches in the beam. The default is None. If None, uniform filling is assumed. MC_index : int, optional Index of the main cavity in cavity_list. The default is 0. @@ -356,18 +359,18 @@ class BeamLoadingEquilibrium(): Returns ------- eta : float - Amplification factor, if bigger than 1 then the beam is possibly + Amplification factor, if bigger than 1 then the beam is possibly in the PTBL regime, Eq. (22) of [1]. RQth : float R/Q threshold, Eq. (24) of [1]. f : float f function, Eq. (23) of [1]. - + Reference --------- - [1] : He, T. (2022). Novel perturbation method for judging the - stability of the equilibrium solution in the presence of passive - harmonic cavities. Physical Review Accelerators and Beams, 25(9), + [1] : He, T. (2022). Novel perturbation method for judging the + stability of the equilibrium solution in the presence of passive + harmonic cavities. Physical Review Accelerators and Beams, 25(9), 094402. """ @@ -402,14 +405,27 @@ class BeamLoadingEquilibrium(): def R_factor(self): """ Touschek lifetime ratio as defined in [1]. - + Reference --------- - [1] : Byrd, J. M., and M. Georgsson. "Lifetime increase using passive - harmonic cavities in synchrotron light sources." Physical Review + [1] : Byrd, J. M., and M. Georgsson. "Lifetime increase using passive + harmonic cavities in synchrotron light sources." Physical Review Special Topics-Accelerators and Beams 4.3 (2001): 030701. """ rho0 = gaussian_bunch(self.tau0, self.ring.sigma_0) / c R = trapz(rho0**2, self.tau0) / trapz(self.rho0**2, self.tau0) return R + + @property + def bunch_spectrum(self): + """Return the bunch equilibrium spectrum.""" + dft_rho = rfft(self.rho0) * self.sampling / self.N + return np.abs(dft_rho) / np.max(np.abs(dft_rho)) + + def plot_bunch_spectrum(self): + """Plot the bunch equilibrium spectrum""" + plt.plot(self.freq0 * 1e-9, self.bunch_spectrum) + plt.xlabel(r"Frequency [GHz]") + plt.xlim([0, self.freq0.max() * 1e-9 / 3]) + plt.title("Equilibrium bunch spectrum")