{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Discrete Fourier Transform (DFT)\n", "\n", "\n", "ใน tutorial ที่แล้ว เราได้เรียนรู้ว่าเราสามารถศึกษา continuous-time signal $x_c(t)$ ในทางปฏิบัติได้ ผ่านการเก็บข้อมูลมาแค่บางส่วน (sampling) ถ้าหากเรามี sampling rate ที่สูงพอ ข้อมูล discrete-time signal หรือ $x[n]=x_c(nT)$ ที่เราเก็บมาจะมีข้อมูลของ $x_c(t)$ อย่างครบถ้วน ทำให้เราสามารถทำการวิเคราะห์ $x[n]$ แทน $x_c(t)$ โดยที่ใช้ทรัพยากรการคำนวณที่มีอยู่อย่างจำกัดได้" ] }, { "cell_type": "markdown", "metadata": { "id": "aFUzjAFONEfq" }, "source": [ "## Convolution\n", "\n", "ก่อนที่เราจะเริ่มเรียนรู้เกี่ยวกับ Discrete Fourier Transform (DFT) เราจะมาเรียนรู้เกี่ยวกับ Convolution กันก่อนผ่าน video lecture นี้\n", "\n", "\n", "\n", "[Slides: Convolution](https://github.com/ichatnun/brainCodeCamp2023_lectures/blob/main/SignalProcessing/signal_part2a_LTI_conv.pdf)\n", "\n", "
\n", "\n", "---" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Discrete Fourier Transform (DFT)\n", "ในการศึกษา signal ใด ๆ หนึ่งในวิธีที่ได้รับความนิยมมาก คือ การดูว่า signal นั้นเกิดจากการเอา signal มีคลื่นความถี่เท่าไหร่มาผสมกันบ้าง ผ่านการใช้ Discrete Fourier Transform (DFT)\n", "\n", "\n", "\n", "\n", "[Slides: Discrete Fourier Transform (DFT)](https://github.com/ichatnun/brainCodeCamp2023_lectures/blob/main/SignalProcessing/signal_part2b_dft.pdf)\n", "\n", "
\n", "\n", "กำหนดให้เรามี discrete-time signal $x[n]$ เราสามารถใช้ DFT แปลง $x[n]$ จาก time domain ให้อยู่ใน frequency domain ได้ โดยเราจะเรียก signal ที่ถูกแปลงค่าว่า $X[k]$ ซึ่งผลลัพธ์ที่ได้ จะมีโอกาสมีค่าเป็นจำนวนเชิงซ้อน หรือจำนวนจริง ก็ได้\n", "\n", "หาก $X[k]$ มีค่าไม่เท่ากับศูนย์ แปลว่า time signal ที่เรากำลังวิเคราะห์อยู่มี signal ที่มีคลื่นความถี่นั้นเป็นส่วนประกอบ\n", "\n", "ใน `scipy` เราสามารถคำนวณ DFT ของ signal ใด ๆ ด้วย Fast Fourier Transform (FFT) algorithm ผ่านการเรียกใช้ฟังก์ชัน `fft` ตามตัวอย่างด้านล่าง\n", "\n", "\n", "**หมายเหตุ**\n", "1. Fast Fourier Transform (FFT) เป็นเทคนิคที่ถูกพัฒนามาเพื่อคำนวณ DFT ได้อย่างรวดเร็ว\n", "2. ถึงแม้ว่าใน Brain Code Camp เราจะใช้ FFT ในการแปลง signal จาก time domain ไปสู่ frequency domain แต่จริง ๆ แล้ว FFT สามารถใช้ในการแปลง signal จาก domain ตั้งต้นอะไรก็ได้ เช่น ในกรณีของรูปภาพ (2D signal) ซึ่งเราจะเรียกว่าอยู่ใน spatial domain (หรือ image-domain) ก็สามารถถูกแปลงไปสู่ spatial frequency domain ได้ผ่านการใช้ FFT" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "id": "kbDSEtHTMevw" }, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy.fft import fft, fftfreq, ifft, ifftshift\n", "import math" ] }, { "cell_type": "markdown", "metadata": { "id": "onslU7YTLxYf" }, "source": [ "เตรียมฟังก์ชันไว้สำหรับใช้คำนวณ DFT (ผ่านการใช้ `fft` ของ `scipy`) และแสดงผลลัพธ์ที่เกิดขึ้น" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "id": "DWcm2TjNNEUG" }, "outputs": [], "source": [ "# ฟังก์ชันสำหรับสร้าง time signal ซึ่งเป็นฟังก์ชัน sine ที่มีความถี่ 'freq', มี sampling rate คือ 'f_s' และมีระยะเวลาในแกนเวลาเท่ากับ 'duration'\n", "def generate_sine_wave(freq, f_s, duration):\n", "\n", " # คำนวณค่า sampling period (ระยะห่างระหว่างจุดที่เก็บมาสองจุดในแกนเวลา)\n", " T = 1/f_s\n", "\n", " # คำนวณจำนวนจุดที่มีใน signal\n", " num_points = math.floor(f_s*duration)\n", "\n", " # สร้างแกนเวลา\n", " t = np.linspace(0.0, num_points*T, num_points, endpoint=False)\n", "\n", " # สร้าง signal x(t) = sin(2*pi*freq*t)\n", " x = np.sin(2*np.pi*freq*t)\n", "\n", " return x, t\n", "\n", "\n", "def compute_DFT(x_sampled, f_s):\n", "\n", " # คำนวณจำนวนจุดที่มีใน signal\n", " num_points = x_sampled.shape[0]\n", "\n", " # ใช้ FFT ในการแปลงข้อมูลจาก time domain ไปเป็น frequency domain\n", " X_fft = fft(x_sampled)\n", "\n", " # สร้างแกนความถี่ (frequency)\n", " freq = np.fft.fftfreq(num_points, d=1/f_s)\n", "\n", " return X_fft, freq\n", "\n", "\n", "def plot_discrete_time_freq_signal(x_sampled, X_fft, freq):\n", "\n", " fig, ax = plt.subplots(3, 1, figsize=(15, 12))\n", " fig.tight_layout(pad=5.0)\n", "\n", " # โดยปกติแล้วเวลาเรากราฟ discrete-time signal เราจะใช้ n แทนที่จะใช้เวลาจริงในแกน x\n", " ax[0].scatter(range(x_sampled.shape[0]), x_sampled, c='b')\n", " ax[0].plot(range(x_sampled.shape[0]), x_sampled, c='b', alpha=0.4) # plot เส้นลากผ่านจุดที่เก็บมา เพื่อให้เห็นหน้าตาของข้อมูลโดยคร่าว ๆ\n", " ax[0].set(xlabel='n', ylabel='x[n]')\n", " ax[0].set_title(f\"Discrete time signal x[n] sampled from \" + r\"$x_c(t)$\")\n", " ax[0].grid(True)\n", "\n", " # Plot magnitude ของ X[k]\n", " ax[1].scatter(freq, np.abs(X_fft), c='b')\n", " ax[1].plot(freq, np.abs(X_fft), 'b', alpha=0.4)\n", " ax[1].set(xlabel='Frequency (Hz)', ylabel='|X[k]|')\n", " ax[1].set_title(f\"X[k], DFT of x[n]\")\n", " ax[1].set_xticks(np.arange(np.min(freq), np.max(freq), 10))\n", " ax[1].set_xticklabels(ax[1].get_xticks(), rotation = 70)\n", " ax[1].grid(True)\n", "\n", " # Plot phase ของ X[k]\n", " ax[2].scatter(freq, np.unwrap(np.angle(X_fft)), c='b')\n", " ax[2].plot(freq, np.unwrap(np.angle(X_fft)), 'b', alpha=0.4)\n", " ax[2].set(xlabel='Frequency (Hz)', ylabel='Phase of X[k]')\n", " ax[2].set_title(f\"X[k], DFT of x[n]\")\n", " ax[2].set_xticks(np.arange(np.min(freq), np.max(freq), 10))\n", " ax[2].set_xticklabels(ax[2].get_xticks(), rotation = 70)\n", " ax[2].grid(True)\n", "\n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": { "id": "Rt2utiikMBqS" }, "source": [ "### ตัวอย่างที่ 1\n", "\n", "ทดลองกับกรณีที่ signal เป็นฟังก์ชัน sine ที่มีค่าความถี่เดียว" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "gip39UNlUi6C", "outputId": "ea764be9-8ff8-4f98-d731-3351c825016c" }, "outputs": [ { "data": { "image/png": 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7DCUlJejTpw8++ugjFBQUoH///gCAAwcOtOvM2bNnD3JyctqNVlY4cOAABgwYEJ4TI4QQQkjQcGoIQgghhEjDxo0b8dBDD6FXr1646qqrvO5jt9vbPdqenZ2N3NxcNDU1AQCioqIwbdo0fPjhh/jiiy/aHaOz0XhWqxW/+tWv8O6773otJh8/frz1Z2W+TvcCWyCv94W344aDUNvqjx7e3nPChAl47733POa43bdvHz7++OMgzsJ13LbaPv3007Db7UEdz2az4frrr0dubi6WLVuGl19+GaWlpbjrrruCbqMa+POZq/1Z+MMzzzzT7v0A+BwV7u//ntVqxeTJk/Hee+/h0KFDrX//7rvvWkdrq43VasWkSZPw/vvve0xtUVpaihUrVmD06NFISUkJy3sDwHvvvYd7770XDz30EO644w7cfPPNePXVV3HgwAGP/R566CG88MILWLVqFaqrq/H0008jIyMDADBq1CgA8OqBhw4dQn5+vs/337VrF84++2wVz4gQQgghasARwYQQQggxJB9//DG+//57tLS0oLS0FBs3bsS6devQo0cPfPDBB4iPj/f6upqaGuTn5+PSSy/FkCFDkJycjPXr1+Pzzz/3GP24ZMkSrF27Fueddx5uvvlmDBgwAMeOHcM777yDLVu2IDU1tcP2Pfroo/jkk08wcuRIzJo1CwMHDkRFRQV27dqF9evXo6KiAgAwbNgwAMDvf/97TJ8+HTExMbjooov8fr0vfB03HITSVn/1aMuiRYuwdu1anHPOObjttttgt9vx5z//Gaeddhp2794d1Hn84he/wGuvvYauXbti4MCB2LZtG9avX99aGAuUP/zhD9i9ezc2bNiALl26YPDgwViwYAHuv/9+XHrppbjggguCOm6o+POZq/1Z+MOBAwdw8cUXY8qUKdi2bRtef/11zJgxw+f0A4D//3uLFy/G6tWrMWbMGNx+++1oaWnB008/jUGDBrVOc6A2f/jDH7Bu3TqMHj0at99+O6Kjo/Hss8+iqakJjz/+eFjeEwB27tyJq666CldddRV+//vfAwDmzZuH5cuXe4wKLikpwZ/+9Cfs3LmzdSqd8847r/U4vXv3xmmnnYb169fjhhtu8HiPXr16YePGjXj88ceRm5uLAQMGtHrOzp07UVFRgUsuuSRs50gIIYSQ4GAhmBBCCCGGZMGCBQDEYlzp6ek4/fTTsXTpUsycObPDheISExNx++23Y+3atSgqKoLD4UDfvn3xl7/8Bbfddlvrfnl5edi+fTseeOABvPHGG6iurkZeXh6mTp2KxMTETtvXrVs37NixAw8++CCKiorwl7/8BRkZGRg0aBAee+yx1v3OPPNMPPTQQ1i+fDlWr14Nh8OBAwcOoGfPnn693he+jhsO/D1Xb/irR1uGDRuGjz/+GL/97W/xwAMPoKCgAA8++CC+++47fP/990Gdx7Jly2C1WvHGG2+gsbER55xzDtavX9/pNCPe2LVrF5YsWYLZs2dj3LhxrdvvvfdevP/++5g1axa++eabTjsUwoE/n7man4W/vP3221iwYAHuvfdeREdHY/bs2XjiiSc6fI2//3uDBw/GmjVrMHfuXCxYsAD5+flYvHgxjh07FrZC8KBBg7B582bMnz8fjzzyCBwOB0aOHInXX38dI0eODMt7HjlyBBdddBF+/vOf429/+1vr9tzcXNxwww14/vnn8fvf/x69evXCunXrcNZZZ3U4n/oNN9yABQsWoKGhwWO+3/vvvx///e9/8dBDD6G2thZPPfVUayH4nXfewSmnnILx48eH5RwJIYQQEjwWZyirTBBCCCGEEKIjpk2bhm+++cbrfLB65frrr8fGjRuxa9cuREdHB1UcbmxsRG1tLR5//HE88cQTOH78uM/5W/XGokWLsHjxYkO1WQaWLVuGrVu34u233/a5T1VVFXr37o3HH38cN954Y6fHbGpqQs+ePXHvvffizjvvVLO5hBBCCFEBzhFMCCGEEEIMSUNDg8fvP/74I1atWoWxY8dq06AQOHz4MLKysjB69OigXr98+XJkZWV1OoKWEIXBgwfjk08+wY8//giHw4Fdu3bh2LFjHvt07doV8+bNwxNPPAGHw9HpMV966SXExMTg1ltvDVezCSGEEBICHBFMCCGEEEIMSU5ODq6//nr07t0bBw8exF//+lc0NTXhyy+/xKmnnqp18/zm22+/bV30Ljk5GWeddVbAxzh8+DD27t3b+vt5552HmJgY1doYTjgiWDsWL16M5cuXo7a2FgMGDMCqVauoASGEECIxLAQTQgghhBBDMnPmTHzyyScoKSlBXFwcRo0ahSVLluCMM87QumkkAFgIJoQQQgiJDCwEE0IIIYQQQgghhBBCiORwjmBCCCGEEEIIIYQQQgiRHBaCCSGEEEIIIYQQQgghRHKitW6ADDgcDhw9ehRdunSBxWLRujmEEEIIIYQQQgghhBAT4HQ6UVNTg9zcXERFdTzml4VgFTh69CgKCgq0bgYhhBBCCCGEEEIIIcSEHD58GPn5+R3uw0KwCnTp0gWA+MBTUlI0bk34sdlsWLt2LSZNmoSYmBitm0MICQDGLyHGhjFMiLFhDBNiXBi/hBgbmWO4uroaBQUFrfXJjmAhWAWU6SBSUlJMUwhOTExESkqKdMFDiOwwfgkxNoxhQowNY5gQ48L4JcTYmCGG/ZmulovFEUIIIYQQQgghhBBCiOSwEEwIIYQQQgghhBBCCCGSw0IwIYQQQgghhBBCCCGESA4LwYQQQgghhBBCCCGEECI5LAQTQgghhBBCCCGEEEKI5BiqEPzZZ5/hoosuQm5uLiwWC957771OX7Np0yacccYZiIuLQ9++ffHyyy+32+eZZ55Bz549ER8fj5EjR2LHjh3qN54Ehd0ObNoEvPmm+G63a90iojbUWG6or9xQX/mhxnJDfeWG+soPNZYb6is31JdohaEKwXV1dRgyZAieeeYZv/Y/cOAALrzwQowbNw67d+/GnDlzcNNNN2HNmjWt+7z99tuYO3cuFi5ciF27dmHIkCGYPHkyysrKwnUaxE+KioCePYFx44AZM8T3nj3FdiIH1FhuqK/cUF/5ocZyQ33lhvrKDzWWG+orN9SXaEm01g0IhKlTp2Lq1Kl+7798+XL06tULf/rTnwAAAwYMwJYtW/B///d/mDx5MgDgySefxKxZszBz5szW13z00Ud48cUXce+996p/EsQvioqASy8FnE7P7cXFwK9+BSxeDJx6KpCTA4wZA1it2rSTBA81lhvqKzfUV36osdxQX7mhvvJDjeWG+soN9SVaY6hCcKBs27YNEyZM8Ng2efJkzJkzBwDQ3NyMnTt3Yv78+a1/j4qKwoQJE7Bt27ZINpW4YbcDd97Z3hgB17aFC13b8vOBZcuAwsLItI+EDjWWG+orN9RXfqix3FBfuaG+8kON5Yb6yg31JXpA6kJwSUkJunXr5rGtW7duqK6uRkNDA06ePAm73e51n++//97ncZuamtDU1NT6e3V1NQDAZrPBZrOpeAb6RDnHcJ3rli3AiRNAQoL43W63wOkELBbAYnH+77tr/4oK4JprxM8XXRSWJhGVcdfY6RQaA0BUlEtjd6ixeoQ7foH2+jocrhiOihIZDmPYuNCjtUWLGKZHywU9WlsinUc7HBY4HPRomfDl0UoM06PDB/NoEir0aG2JRAxrRSDnZHE6vfVF6B+LxYJ//OMfmDZtms99fvazn2HmzJkeI35XrVqFCy+8EPX19Th58iTy8vKwdetWjBo1qnWfefPm4dNPP8X27du9HnfRokVYvHhxu+0rVqxAYmJi8CdF2nHkSDK++SbDY1t0tBM5ObU45ZQaJCfLF8Bmor4+Gv/+dw5sNs/pyjMyGnDKKTXIympol8wS4+B0Art2ZaO8PMFje2JiCwoKapCXV4OYGENegsj/oEfLTUNDNLZt8+7RBQU1yM6mRxsZpxP48stsHD9Oj5aV4uJkfP01PVpWGhpEHt3cTI+Wkc49uhYxMQ6NWkfUgB5N1KS+vh4zZsxAVVUVUlJSOtxX6hHB3bt3R2lpqce20tJSpKSkICEhAVarFVar1es+3bt393nc+fPnY+7cua2/V1dXo6CgAJMmTer0A5cBm82GdevWYeLEiYiJiVH12HY78OyzwPz57UchAU44HJ7ZjNXq2ev90UfA6NGqNomoiN0ObNsmVkV9/HHPHm6LxQmn0+LxmExUlKvnW4Eah0a441fR94knXD3cgNCxrb4AY9ho0KO1J1IxTI+WD3q0PmAeTYKFHq09zKNJKNCjtSecMaw1ykwF/iB1IXjUqFFYtWqVx7Z169a1jv6NjY3FsGHDsGHDhtaRxQ6HAxs2bMDs2bN9HjcuLg5xcXHttsfExEj3z9QRap9vUZGYL+fIEf9f03b0e0kJYCIJDEUw+nqDGquDHuIXYAwbCXq0vtBLDLeFGusTerT+0EMMU1/jQI/WF3qIX4AxbCTo0fpCxtpdIOdjqEJwbW0t9u3b1/r7gQMHsHv3bqSnp+OUU07B/PnzUVxcjFdffRUAcOutt+LPf/4z5s2bhxtuuAEbN27E3//+d3z00Uetx5g7dy6uu+46DB8+HCNGjMDSpUtRV1eHmTNnRvz8zIyvlTMDJSdHnfYQdVFLX4Aa6xHqKz/0aLlhDMsN9ZUferTcMIblhvrKDz2a6A1DFYK/+OILjBs3rvV3ZXqG6667Di+//DKOHTuGQ4cOtf69V69e+Oijj3DXXXdh2bJlyM/Px/PPP4/Jkye37nPFFVfg+PHjWLBgAUpKSjB06FCsXr263QJyJHx0tHKmv1gsYkXNMWPUaxdRBzX0BaixXqG+8kOPlhvGsNxQX/mhR8sNY1huqK/80KOJHjFUIXjs2LHoaG27l19+2etrvvzyyw6PO3v27A6ngiDhZfNm/x6RmDkTUCRu+2/gdAJLlwJWq9qtI6Hir7733y8edVm0SPzuLdSpsf5QS1/GsH6hR8sNPVpu6NHyQ4+WG3q03NCj5YceTfRIVOe7EBJejh3zb7+JE4GVK4G8PM/taWni4lhYqH7bSOj4q+/AgcCCBb41XrGCGusRtfR9+mnqq1fU8Ojf/5766hW1YviNN6ixHlFL36eeor56hR4tN/RouaFHy48aHn3ffdSXqIuhRgQTOfF3rpucHGDsWOCSS0TP2rFjQEqK6GFzOoH33wfq68V+Y8awx0wvBKIvIC5y7hrv2wdkZAAnTwJvvkl99Uao+tbVAS0tQNeuwMaNQGkpNdYbann0e+8BDQ3UV2/Qo+UmVH3r68ViNSkp9Gi9Qo+Wm1BjeP9+ID2dHq1X6NHyo5ZH/+MfQGMj9SUq4SQhU1VV5QTgrKqq0ropEaG5udn53nvvOZubm1U5XkuL05mf73QKi2v/ZbE4nQUFYj9vLFrkdKamer4mP9/pfPddVZpHQiRUff/6V+qrJuGKX4slOH2bm53OX/+aGusZerS+0Ns1ePly6qtn6NH6Q28xvHgx9dUz9Gh9obc82majR+sderS+UDuG9UQgdUlODUE0x2oFli3z/jeLRXz3NSdOUZGYK6my0nN7cbFYmbOoSMWGkqAIVd/bb6e+ekbR19tcdJ3pCwAffiimhaDG+oUeLTeh6nvbbdRXz9Cj5SfUGF64kPrqGXq03ITq0R98QI/WO/RookdYCCa6YMIE4JZbgNRUz+35+WKuHG9z4igrcHpDuZjOmSP2I9pSWAjMmxecvt4SI+qrLwoLgT/9KTB9AcawkZg4kR4tM/RouaFHy8+kSfRomaFHyw09Wn7o0URvcI5gogv27QPOOAO44AIxF86xY53Pf9PZCpxOJ3D4sNhv7NiwNJv4SVUV0KcP8OijQM+eQEUF9ZWNHj2ARx4BEhKA2Fj/5q+ixsZB8eipU8V8zvRouaBHy4/i0fHxQFwcPVo26NFyQ4+Wn5496dEyQ48meoOFYKIL9u0T3/v3B372M/9e4+8KnP7uR8LHjz+K76ecAkye7N9rqK9xOHkSOHECiI4Gpk8XCaw/UGPjoMRw//5Av37+vYb6GgflGkyPlpO2Hh0f79/rqLFxUDy6Xz/h0/5AfY2D4tEFBfRoGamsBMrL6dEyo8QwPZroBU4NQTSnvFxcAK1W0RvqL4Guskq0Q7n4nXqq/6+hvsZBuQEtKPC/CAxQY6Pg7tG9evn/OuprHJQY7tvX/9dQX+PgXkTyt8AAUGOjcOKEKPZHRQG9e/v/OuprHJhHy41yDc7Pp0fLSEWF+KJHEz3BEcFEM+x28SjDZ5+JR54mTRKPlPvLmDHigllc7HuC/fx8sR+JPIq+338vEpwBA8Sjqf5CffWP3S7i9913RQF43LjAXk+N9U1bj544kR4tE948OpDOWOqrfxSN331XxG6gj45SY31Dj5YbRd+9e4EffqBHywg9Wm4UfTdvFgMqJkygRxMd4SQhU1VV5QTgrKqq0ropEaG5udn53nvvOZubm4M+xrvvOp35+U6nsDXx1b272B7ocSwW8eV+LEBsC/R4RB286ZuZSX31gBrx63R61zgvjxrLAj1av4TrGkyPlgt6tH5hHk06gx6tX5hHE3+gR+sXtWJYjwRSl2QhWAVYCA4MxdDamlmwhubNaLOzaYxaEQl909Opb7CodQPqKyFRS+PcXGqsFfRofWOEazA9Wlvo0frGCDFMj9YOerS+YR5NOoMerW9YCBZYnE6nU9sxycanuroaXbt2RVVVFVJSUrRuTtix2WxYtWoVLrjgAsTExAT0WrtdPNbkawVM5RGHAwc6XiXV23E3bwa+/FIce+RI4PLLA2oaUYFw63v4MLBnj1g5+corxaqrJDBCiV8g/BqvWQM0N4vFMs48M+DmkRChR+sfPV+DjxwB/vMf4dHTpwOpqQE1j6hAuDVeuxZoaqJHh4KeY3j3bpFr0aO1gR6tf/SeR9OjtSVSHj1iBHDFFWq02HyEGsN6JpC6JBeLIxFFSUJ84XQKc9u8ObDjWq1iXqXbbhOrcVZWAvX1obSUBEO49b3mGvE9Kkoch0SecGt87bUihrkCrjZE0qPr6kJpKQmGcOt79dX0aK2JlEcfPRpSM0mQhFvfW28VK9rTo7UhEh49bhw9Wksi5dHFxSE1kwRJJPLo/v3FvPC1tSE1lZgcFoJJRPG3uBNsESg+HsjKEj8zwYk84dYXEKueA9RXK8KtsaJvaakY0UAiSyQ8Ojtb/MwYjjz0aPkJt8b5+eJ7WRk9WguYR8tNJDxaiWHqqw2RyqOPHwcaG4M7BgmecOsbF+fKozsqOBPSGSwEk4iSk6Puft7gTah2RFLfo0eBlpbgj0OCI9waJycDaWmix5yjGSJPJGOYCWzkiaS+x47Ro7WAHi03kYjhU04R35lHR55I6ss8WhvCrXFSEpCeTo/WCtY6iFFgIZhElDFjRE+0xeL97xaLMLcxY4J/D/cig8MR/HFI4ERC37Q0keTY7Zw+QAsUjX2hZgwzwYk89Gi5iZRHJyfTo7WCHi03kYhh5f+nuJgeHWkioW9qqvBoh4NTvGhBJDyao761I5J5ND2ahAILwSSiWK3AsmWil7ItimEuXRrY5Oltyc4Wj000N4tHF0nkUPT1hlr6ArwJ1ZJIaEx9tSMSHp2VRY/WCnq0/NCj5SZSHh0fT4/WAnq0/ERCY/dR/d68goSPSHh0ZqbLo0tLgz8OMTcsBJOIU1gIvPBC+5Vq8/OBlSvF30NBWY0T4KPHWlBYKHRMS/Pcrpa+ABNYrSksBJYsCV8Md+8OREeLBR8rKkI7FgmcSHo0YzjyKB6dnu65nR4tD5H06BMnQjsWCZzCQuDFF+nRskKPlp/CQuCRR8IXw926CY9uaKBHawE9mhiBaK0bQMzJGWeIC2BtLZCXJ+bJGTMm9B5uhYIC4McfgVWrxHe1j086ZuJEcRO6fz8wZIi4WKn5+eflie87doj/oT59qG+k6ddPxHCXLmL1aTVjzGoFcnOBn34CiorEVCCM4cgybJjQt6ZGxG+4PPrjj4F9+6hvpJk4EXj44fB5dG6u+E6P1o7+/SPj0f/4Bz1aC5Q8Opwe/cMP9GitmDQpMh79+edAXR09WgvC7dF5ecCBA8B779GjtUDJo6urhZ+G06P376e+JHBYCCaaUFIiLnqTJwOnn67+8XfuBObPByorXdvy88WjGmr0pJOOOXZM6HvOOcC0aeof/5//BO67z7OXm/pGDptNfPZRUULfpCT13+P774HFixnDWqHE8OTJwODB6h+fHq0tyjWYHi0nNhtQXi40vuQSMR+o2uzdCyxaxBjWCvc8Ohwe/cUX9GgtYR4tNy0t4ffo77+nR2uJex49ZIj6x2ceTUKFU0OQiON0igQWEI8Xqk1REXDVVZ7GCIgJ1S+9VPydhBdF31BWRPVFUZHQse2jTtQ3cpSWijju0iU8ReCiIuCuuxjDWuF0uuYcC1cM06O1RVnELVzXYHq0tigenZwcngJDUREwZw5jWCuYR8tPuPWlR2tLaalY5IseLSfuHh2uPHrGDOpLQsNwheBnnnkGPXv2RHx8PEaOHIkdO3b43Hfs2LGwWCztvi688MLWfa6//vp2f58yZUokTsW0nDwpJjePiQEyMtQ9tt0O3Hmn9wnalW1z5oj9SPgIVwJLffVBOG9QFI29QY0jw8mTQFOTmF+OHi0n4bpBob76gB4tN+4enZmp7rEZw/ogXJ111Fcf0KPlprKSHk30j6EKwW+//Tbmzp2LhQsXYteuXRgyZAgmT56MMh9L2hYVFeHYsWOtX19//TWsVisuu+wyj/2mTJnisd+bb74ZidMxLUpy062beGRCTTZv7niBOKdTTKq+ebO670tcNDS4eijVTnCorz4IZwJLjbVH0ZceLSeNjS6P7tZN3WNTX30QzpFI1Fh7FH2zs+nRMuLu0cyj5SScT+VQY+2hRxMjYKhC8JNPPolZs2Zh5syZGDhwIJYvX47ExES8+OKLXvdPT09H9+7dW7/WrVuHxMTEdoXguLg4j/3S0tIicTqmJZxFJOXCqtZ+JHAUfdPTgbg4dY9NfbXH4QjvtAHUWHvCeYNCfbVH8ei0NCA+Xt1jU1/tcTgAZXwEY1hOwlnop77aQ4+WG3ePZgzLCfNoYgQMs1hcc3Mzdu7cifnz57dui4qKwoQJE7Bt2za/jvHCCy9g+vTpSGozqeWmTZuQnZ2NtLQ0jB8/Hn/4wx+Q0cHzsE1NTWhqamr9vbq6GgBgs9lgs9kCOS1DopxjsOd6+LAFdjuQkeGE2h9X9+5AQoLrd7vdAqcTiIpyevTIde8O1d+bCI4cEfpmZgI2m5fnVkKgrb4OB+BwWGCxAFar02M/6uudUOO3tBRobrYgLg5ISgpvDDudIoYBoa/F4rkfNQ4PrhimR+sRta7BWVn0aBkpKwOamoRHJyfTo/UI82jSEcyj9U2o8at4dGws82hZYR6tb0KNYT0TyDlZnE5vM4zoj6NHjyIvLw9bt27FqFGjWrfPmzcPn376KbZv397h63fs2IGRI0di+/btGDFiROv2t956C4mJiejVqxf279+P++67D8nJydi2bRusVqvXYy1atAiLFy9ut33FihVITEwM8gzNQX19NDZvzkNUlBPjxx/2SDrCwbffpuPw4S7o2bMa/fqdDOt7EcG2bTmoro7F4MHlyMmpC+t7VVTE4/PPuyE+vgXnnVcc1vciggMHUvDDD2nIzq7Hz39+POzv98knBWhujsLIkceQmtoc9vczOw0N0fjsM3q0zPz73zmoqoqUR8fh88+7Iz7ejvPO6+BZRqIakffofDQ3W+nRESLSHv3dd+k4dKgLevSoRv/+9OhIoHj06aeXIzeXHi0bP/2Ugr17tfDoEqSmNnX+AhISDQ1WfPZZPiwWYPz4Q4iODq9Hf/99Gg4eTKFHEwBAfX09ZsyYgaqqKqSkpHS4r2kKwbfccgu2bduGPXv2dLjff//7X/Tp0wfr16/H+eef73UfbyOCCwoKUF5e3ukHLgM2mw3r1q3DxIkTERMTE9Brf/gB+OwzC7KygEsuCc+/3ocfAtdcI36221093YoRv/YacNFFYXlr02OzAa++Knomp093hmUlXHd9HQ5XT3d0tOjppr4dE0r8AsCaNRYcPgyMGOHE4MFhaCA8NW5pcfV0K31z1Dh8/Pgj8Omn9Gg9E0oM06PlZ+1aCw4dokfrmVBimB4tNy0twCuv0KP1TKh59Lp1Fhw8CJx5phNDhoShgaBHa8m+fcCmTRZkZgLTptGj9UioMaxnqqurkZmZ6Vch2DBTQ2RmZsJqtaJUmZzyf5SWlqJ7JxOw1NXV4a233sKDDz7Y6fv07t0bmZmZ2Ldvn89CcFxcHOK8TH4aExMj3T9TRwRzvidOAFYrUFAAhOujKiwU3++803My9exsYNky19+J+pSWiknxk5PF3GbhwJe+mZnAn/9Mff0lmPh1Ol0xfMopkY/hggJg6VJqHE7Ky4W++fn0aL0TTAyXldGjZcbpdMWwFnkWPTowQsmj6dFyQo82DsHm0YpHM4+WE+bRxkHG2l0g52OYQnBsbCyGDRuGDRs2YNq0aQAAh8OBDRs2YPbs2R2+9p133kFTUxOuvvrqTt/nyJEjOHHiBHLCMXs7CetCce4UFgKXXAJ89hnw1lsiobr3XjEnIgkf4VzAxB1F382bgQ0bgPp64PLLgZEjw/u+ZufkSaCpCYiOBjqYRl0VFI1XrgTWrQPy8oAFCwAfM/YQlYh0DNOjI0s4FzBxhx6tDZWVLo/OzAzveykav/susHYtPTpSRDqG6dGRJdL3SZs3Axs3AnV1wGWXAWedFd73NTuVlUBjozYenZsLLFxIjw43WuTRb78NJCUBv/udKAYT4g+GKQQDwNy5c3Hddddh+PDhGDFiBJYuXYq6ujrMnDkTAHDttdciLy8PjzzyiMfrXnjhBUybNq3dAnC1tbVYvHgxfvWrX6F79+7Yv38/5s2bh759+2Ly5MkROy8zYLcD69eLC1HXroAfNfmQsVqBceOA2lqROFdUMIENF3a7SCY/+kg8Znb22eF/T6sVGDtWaPqvfwl9Sfiw24EPPgB27AD69BGjGsKN1SqSnKoqVxuYwIYHu10U7BSPvuqq8L8nPTpyaOnR2dnAli1iJCMJH3Y78P77kffoiy8WxQ2lDfTo8KClR9fVAUePihimR4eHth7tNgti2Gjr0cyjw4tWeTQ9OjIoHr1mjXYeXVHBQjDxH0MVgq+44gocP34cCxYsQElJCYYOHYrVq1ejW7duAIBDhw4hyn25RAB79+7Fli1bsHbt2nbHs1qt2LNnD1555RVUVlYiNzcXkyZNwkMPPeR16gcSHEVF7R9d+PvfI/foQlaWKDIcPw706xf+9zMb3vR96y3g6acjpy8g9CXhwZvGf/lLZGI4Pl6MRKqtFY9b5eaG9/3MCD1abujR8qO1R3fpAtTU0KPDhR48+uhREcP9+4f//cwGPVp+9OLRx4+LpzeIumjt0dnZ9GgSOFGd76IvZs+ejYMHD6KpqQnbt2/HSLfnDDdt2oSXX37ZY/9+/frB6XRi4sSJ7Y6VkJCANWvWoKysDM3Nzfjpp5/w3HPPtRaWSegUFQGXXuppjABQXCy2FxWFvw1Kz1hZWfjfy2z40vfYscjpm5Eh5lNrbBRJDlEXxrDcUF+50YNHp6cLj25qAqqrw/9+ZkMPMawUkhjD6qMnfVkoVB9f+h49Gvk8mh4dHhjDcqMnfXkNJoFguEIwMQ52u+gd8/boi7JtzhyxXzhRzLGiIvzvZSb0oq/VKgoNABMctdGLxkxgw4Pe9KVHq4te9LVaXXOKM4bVRS8a06PDg170VTrr6NHq0pG+CpHQNyrKNV8tC0nqorcYpr7qohd93fPolpbwvheRBxaCSdjYvLl975g7Tidw+LDYL5x06SIei3E4OEehmuhFX4AJTrjQi8YsMoQHvehLjw4PetEXYAyHC71orFyDqa+66EXf5GQgIYEerTZ60RegR4cLvWhMfcODXvRVPNrppEcT/2EhmIQNZWVjtfYLBV4A1Yf6yo9eNFb0ra0FGhrC+15mQi/6AozhcKAnfdlZFx70orEympAerS560Rfgo8fhQI/68hqsLnrRODMTsFjEomL19eF9LzOhF30BxjAJHBaCSdjIyVF3v1CgOaqPHvUtL4/MKrxmQS8ax8QAqaniZ8aweuhFX4AjCsOBnvR192iHI/zvZxb0onFMDJCWJn5mDKuHXvQFmEeHAz3pq1yD6dHqoheNmUeHB73oCzCPJoHDQjAJG2PGAPn5ogfSGxYLUFAg9gs3HI2kPnrSNy0NiI4GbDagsjL872cW9KQxY1h99KQvR5upj570TU0VN6ItLfRoNdGTxoxh9dGjviwyqIee9O3alR4dDvSkMWNYffSoL6/BxF9YCCZhw2oFli3z/jfFMJcuFfuFG8UcKytFsZCEjp70tVhcj6YywVEPRWNvo6y1imHqqx56imF3j25uDv/7mQE96UuPDg/0aLnRUwwrnbH0aPXQk74WCwtJ4UBPHs0BFeqjpxhW4reqih5N/IOFYBJWCguBd95xPTKokJ8PrFwp/h4JEhLEROoAb1LUpLBQ6Kjc4CtEWl+ACU64KCwEli93PVKmEGmNWWQID3r06PLyyLynGdCTRzOGw0NhIfDss9p7NB9LDQ968ej4eLGwJ0CPVhPFoxV/VKBHy4NePJr6hgc9ejQ1Jv4QrXUDiPxMmAAsWQL897/A0KFAbq54RCISvWPuZGWJhUyOHxdtIOpQWAjY7cC//w306AEMHqydvgAvfuFgxAjgkUfEAhM5OeIr0hpnZABRUUBjI1BT40p2SOgoHr1/v/DovDxtYjg7mx4dDvTi0eysCx968Oj0dHp0uJg4UR8enZUltC0ro0erSWGhmJd32zbm0bKiB49W8uimJqC6GkhJidx7y47ePPr4cdEGQjqChWASdk6cEBees88Gpk3Trh1ZWcCBA0xw1MbhEI+h9OsHzJjhGtUXaZQE9sQJUfSI9MVXZpQYnjBB3KBogdUqCg3l5SKGWWRQD3eP/uUvtWtHVpboMKRHq4vePLqigh6tNuXlIobPPx8YMkSbNlitotBw/Dg9Wm0UfenRcuJwiCk3+vUDrrxSu9hROuvo0eqj5FlaenRUlKdHsxCsHoq+o0ZFdhR/W7Kz6dHEf1gIJmFHeYQsI0PbdmRni2Rr0yZhkFr0xsrIyZPic42L067AAIiEJjYW+Oor4PnnRUJNfdXhxAnxXesYzsgA/vUvoKQEOPdc6qsWetE3K4seHQ4Uj46N1daju3RxefTf/gb070991UIvMZyeDmzZQo9WG73oq3j0p5+K3J4erQ6VlS6P1rIDJTmZHh0u9BLD9OjwoOjbdhquSOOeR9OjSWewEEzCjl4ufps3A/Pne66Gm58vJnnXsvfO6OhF36Ii4Le/dbUHoL5qYLOJ0YSAthoXFQG33w6Ulrq2UV910EsCS48OD3rRlx4dHujR8qOXPGvLFnp0ONDLgJmiIuCeezzngKa+odPS4ooZerSc6MWjmUeTQOBicSTs6MEci4rE41buxggAxcXApZeKv5Pg0EMCW1QkdHQvMADUVw0qKsT3pCSxEIEWKPq6J68A9VULvcQwPTo8KL6Ynq5dG+jR4UPx6MREseiiFtCjw4te8ujp0+nR4UAv+l56afuFAKlv6NCj5UcvMUyPJoHAQjAJKw0NYmJ8QLubULsduPNOwOls/zdl25w5Yj8SOFpf/KhveKG+ckOPlh+tRwRT3/BCj5abxkagrk78TI3lhDEsN1p3tlPf8NLYKBY6BphHE2PBQjAJK0py07UrEBOjTRs2bwaOHPH9d6cTOHxY7EcCR+sElvqGF60TWOobXujR8sMYlhteg+VG0TclhR4tK4xhuaG+cqOM+FbWqtECakyCgYVgEla0vvgBwLFj6u5HXNTUAM3NYqXUtDRt2kB9w4vWMUx9w4vW+gLUOJzU1tKjZUfrEd/UN7xorS9AjcNJbS3Q1ESPlhmt8yzqG1607mwHqDEJDhaCSVjRQwKbk6PufsSFom9amkhitYD6hg+Hw9XTrVUMU9/wovUNCkCNw4lyg0KPlhOHQ/sYpr7hRWt9AWocThR9U1MBq1WbNlDf8OF0uvJoerSc0KOJUWEhmIQVPfSSjRkjVsy0WLz/3WIBCgrEfiQw9HDxo77ho6pKzCcVEwN06aJNG6hveGEMyw31lZvqauHR0dHisVQtoL7hhTEsN3oYMEN9w0dVFdDSIjy6a1dt2kB9wws9mhgVFoJJ2GhpERdAQFtztFqBZcvEz20NUvl96VLteuKNjB4SWOobPtyTG1/JRbjpSF8F6hscLS2u1YUZw3KihxsU6hs+3Dvb6dHyYbcDJ0+KnxnDcqKHATPUN3wo1+D0dHq0jNjtrjyaMUyMBgvBJGxUVIhHYhISgMREbdtSWAisXAnk5Xluz88X2wsLtWmX0dFDAgtQ33ChhyIS4Fvf3FzqGwonTwqPjo+nR8uK3mOY+oaG3vWlR4eGu0cnJWnbFsZweNB7DFPf0NDDgBmAHh0uTp4UUzTFxQHJydq2hTFMAiVa6wYQedFLcqNQWAhccgmwYgXw6adAnz7AvHnsHQuWpiaxyAWgD40VfTdtAt58UzyC9eCD2t88GRk9xbCi7+bNwOrVgM0GXH89cPrpWrfMuOjlBkVB0fjNN0Uc9+4N/O539OhgaW4WC3oC+ophd49evFj7mycjo3ePvu46YPBgrVtmXPTS2a5Aj1YXerT86CmGvXn0tdcCQ4Zo3TLjoqdrMODS+K23gE8+AXr1Au69lx5NvMNCMAkbejNHQBjh1KlAQ4MYYUFjDB5F3y5dgNhYbduiYLUC558PHD8u5k6sqmIhOBT0lMACQt+xY8Xo1d27XVPPkODQm76A0HjKFKC+XoywoEcHj+LRycnis9QD3jyaRYbg0VsM06PVRc95ND06dPTs0eXlIn7p0aGhtxhWPDopCfjyS3EdJsGjtwEVgCuPrqsT9+f0aOILw00N8cwzz6Bnz56Ij4/HyJEjsWPHDp/7vvzyy7BYLB5f8fHxHvs4nU4sWLAAOTk5SEhIwIQJE/Djjz+G+zRMgd4ufgqpqWK+nMZGkciS4NCrvgCQlia+Kyv1ksCprxcxYrG4Pk+9kJ4uvlPf0NBrDCse3dREjw4FPd6gKCgxrMx/SgLH3aOVz1MvUF910GsM06PVQa/XYIB5tBrU14uBR3r2aOobGnrrjFVQPLq5WRSECfGGoQrBb7/9NubOnYuFCxdi165dGDJkCCZPnoyysjKfr0lJScGxY8davw4ePOjx98cffxxPPfUUli9fju3btyMpKQmTJ09GY2NjuE9HWux28TjCqlXA3r3CjPSE++ravEkJDrsd2LAB2LEDOHBA/K4neBMaGnY78OGHQt/iYu0WuPAFE9jQMIJHK6trU+PgsNuB9ev179HUNzjsduCf/xT6HjlCj5YNxaM/+kh4tOKHesFqpUeHirtH//STfj2aeXRw6N2jlUI/9Q2Oth6ttzza3aOpMfGFoQrBTz75JGbNmoWZM2di4MCBWL58ORITE/Hiiy/6fI3FYkH37t1bv7p169b6N6fTiaVLl+L+++/HJZdcgsGDB+PVV1/F0aNH8d5770XgjOSjqAjo2RMYPx547jngySeBoUPFdj3Bm5TgUTS+6y7ghReAW28Vv+tJY+obPIq+06cLfRcv1p++XbuypztYjOLRvEkJHnq03Cj6XnGF0PfBB/Wnb2oqEBUlPFpZS4D4hzeP/vnP9aUvwBgOBXq03NCj5YYeTWTBMHMENzc3Y+fOnZg/f37rtqioKEyYMAHbtm3z+bra2lr06NEDDocDZ5xxBpYsWYJBgwYBAA4cOICSkhJMmDChdf+uXbti5MiR2LZtG6ZPn+71mE1NTWhqamr9vfp/E+zYbDbYbLaQztMIKOfY9lw//BC45hqxwnFcHOBwWGCxACdPOnHNNWKfiy6KdGu906WLBXY7UFYG2GxOrZtjGBSNHQ4gJkZ0b1utTlRUQFcaJycDdrsFx49T37b4il/AM4ZjYy1wOoGoKP3pCwBJSRZUVQGlpU4UFGjdGmNgJI9OSRExTI9ujz8xbBSPLi8HmpuduhstpVeM5tGVlUBZmVM385/qBTnyaHp0MBjFoxV9jx+nR7dFljw6OdmCkydFHk2P9g8jeTTzaN90FMNGJ5BzsjidTkP8Zxw9ehR5eXnYunUrRo0a1bp93rx5+PTTT7F9+/Z2r9m2bRt+/PFHDB48GFVVVfjjH/+Izz77DN988w3y8/OxdetWnHPOOTh69ChycnJaX3f55ZfDYrHg7bff9tqWRYsWYfHixe22r1ixAomJiSqcrfH54YdUHDjQFfn5tRg06ITWzWlHSUki/vOfLHTt2oSzzirRujmGo7o6Btu25SI62oHzzz+sdXPa4XAAGzacAofDgnPPPYKEBJ09c2cAtmzJRV1dDIYNK0Vmpv6myvnPf7JQUpKIfv1OomdPrnYRKD/+mIr//tcIHt2Ms846pnVzDIexPLoYCQktWjfJcBjFo3/2s5Po1YseHSj79qVi/379enRpaSJ276ZHB0tNTQy2bhUePX78Yd0VWunRoaN/j85ESUkSPTpIFI/Oy6vFaafp16NTUpoxahQ92izU19djxowZqKqqQooyF6oPDDMiOBhGjRrlUTQ+++yzMWDAADz77LN46KGHgj7u/PnzMXfu3Nbfq6urUVBQgEmTJnX6gcuAzWbDunXrMHHiRMTExAAAtmwBLrzQtY/d7uoFjXKbgOSjj4DRoyPcYC9UVopevOhoYOpU9nT7g7vGDoerF/T550/32E8vGjc1iZ7uM88chFNO0bo1+sFb/AKe+jqdIoYB4KWXBnnEh170zckBdu604NRTgfPOM0R/pqbQo+XBnximR8uHUT26b19g7Fh6tDsy5NFVVaKN9Gj/MZpHNzdbUFEBDB8+CD16aN0a/SBbHk2P9g+jerTVSo9ui68YlgFlpgJ/MEwhODMzE1arFaWlpR7bS0tL0b17d7+OERMTg5///OfYt28fALS+rrS01GNEcGlpKYYOHerzOHFxcYjz8gxFTEyMdP9MHeF+viUlYmXUzigpAfTwEWVkiHY4HGLV4y5dtG6R/jGaxllZQHU1UFOjj/bojbZ+5Uvftk+Y6EXf7GyxGEJ1tT7ao3eMFr8ZGUBsrFiQo7HRtcAnceFvDLdFLxpnZ9OjA8GoHk19fWP0PJoeHRhG0zgrSxSTamv10R69wTzaXBgtft09uqFBf4uO6gEZa3eBnI9hFouLjY3FsGHDsGHDhtZtDocDGzZs8Bj12xF2ux1fffVVa9G3V69e6N69u8cxq6ursX37dr+PSQRudXRV9gs3UVGuxYg4ibp/GE1jrngcGEbT130xMWNMcKQtRtM3Ksq1CjM92j+MpjEXMgkMo+pLj/YPo+lrsTCPDhSjaUyPDgyj6iuewNK0KYbAaPq6ezTvhYk3DFMIBoC5c+fib3/7G1555RV89913uO2221BXV4eZM2cCAK699lqPxeQefPBBrF27Fv/973+xa9cuXH311Th48CBuuukmAIDFYsGcOXPwhz/8AR988AG++uorXHvttcjNzcW0adO0OEXDMmYMkJ8Pn48dWCxAQYHYTy8wwQkMo2lMfQPDaPqmpADR0aKnO4CnYEyL0fQF2JkTKEbTmB4dGEbTt0sXl0dXVWndGv1jNH0BxnCgGE1j6hsYRtPX3aOZR3eO0fQFGMOkYwxVCL7iiivwxz/+EQsWLMDQoUOxe/durF69Gt26dQMAHDp0CMeOuSbDPnnyJGbNmoUBAwbgggsuQHV1NbZu3YqBAwe27jNv3jz8+te/xs0334wzzzwTtbW1WL16NeLj4yN+fkbGagWWLfP+N8Uwly4V++kF9pIFhqKxt5E9etTYXV/2dHeO0WLYYnGNGGUMd47R9AWYwAaKUT2ao5H8w2gxzNFIgWE0fQHqGyhG82iOGA0Mo8UwR/UHhtH0BZhHk44xVCEYAGbPno2DBw+iqakJ27dvx8iRI1v/tmnTJrz88sutv//f//1f674lJSX46KOP8POf/9zjeBaLBQ8++CBKSkrQ2NiI9evX42c/+1mkTkcqCguBlSvFnFLu5OeL7YWF2rTLFzTHwCksBF580VWAU9CjxkpPt8PBnm5/UWJYiQ0FPeoLMIYDxWgezSJD4BQWAi+9ZAyPTk52zdVPj/YPo3k0iwyBoeibne25Xa/68hocOEb1aI7q9w+jeTSfvAoMo3k0r8GkIwyzWBwxBoWFQFwcsHEj0L07cOaZ4hEJPfWOKbTt6Y4yXLeINpxzDvDIIyJp6NlTzIWkR42Vnu7jx8UFsG3STbxz8cVAWRnw44/A4MFAjx761BfgTWgw0KPlR/HoigqgVy/9e3RZGT06EIzo0Swy+E9hIRAfD2zYoH+PVooMVVX06EAwikcDnh6t6E06xogezTzafwoLgYQEYP16oFs3YMQI/etbVSWmANFjG4l2sBBMVKemBujXD/jFL4DcXK1b4xulp9tmEwbJBMc/KitFsj9mDDB6tNat6Zj0dFchuHdvrVtjDBR9hwwBrr1W69Z0DBPY4DCSR8fGAs3N4v+y7Qgb4p2TJ0UMn3uuMTxaKTLQo/2jqooeLTv0aLlxz6P1NJ+oNxSPZmeO/ygePXgwcN11WremYzhiNDiqq4VHX3ghkJendWt8k5Tk6dEZGVq3iOgJ9t0SVWlpcT3iaYTCKm9SAkdJBo2kLxNY/6msFN+NoK/7aCS7Xdu2GAWjeTSnhwgcI8Uwr8GBo8SCEUZQtx2NRDrHfeEmI2nMGPYfI+bR1Nd/jKhvdbXID0nnuHu0kTRmHk3awkIwURXlBjQ+Xjw2oXfYExo4RkpwqG/gGElfpafb6XR5D+kYZZ6/uDhjeDRvQgPHSDFMjw4cI+mbmCi8hh7tP1VV4vOKixOfn95hDAeOkWKY1+DAMVJnbGKiuGenR/uP4tGxscbwaMYw8QULwURVlIuIEUYxAOwlCxS7XTyyCBhDY/Z0B46RRpsBjOFAMdINKMAiQ6AYdTQhPdp/GMNyYzR9eQ0ODKONJlTaSI/2H6Pl0fTowDCaR1Nf4gvOEUxUxWjmmJ4uFrjYsgU4cULfCzboAaONVElMFD22X30FvPCCmM+J+naMkUYyAEDXrsCnnwKlpa759qivb4zYWedwAP/6l0hi6dEdY7SRKgkJ9OhAMVoM06MDw2hFJPc8mh7dOUb06Lg4YM8eerS/GO1euGtXYNMmerS/GO0+yd2jT56kRxMXLAQTVTHaxe+zz4D58z0fh8nPB5YtE6uCEk+Mpm9REfDb34oivwL19Y3d7po6wAgaFxUBt98uklcF6tsxRothenRgGE1fenRgOBz0aNkxWpHh00/p0YFgtI6coiLg7rvp0f7icBhrxDc9OnCM1llHjya+4NQQRFWMlOAUFQEzZrSfE6m4GLj0UvF34omRLn5FRUJH9+QVoL4dYaSRKoq+7skrQH07w0iFQnp04BhNX3p0YCgeHRMj5kjXM/To4DBaDNOjA8No+tKjA6OqShSD6dHyYrQYpkcTX7AQTFTDSCNV7HbgzjvFDVVblG1z5nCV67YY5eJHfYPDKCORqG9w0KPlxyidsdQ3OHgNlht3j2YMywljWG6or9wwjyYywUIwUQ0jjVTZvBk4csT3351O4PBhsR9xYZRCIfUNDqOM+Ka+wUGPlh+j3IRS3+DgNVhuqqtdowmTk7VuTcdQ4+AwSmcd9Q0O6is3ikdHRzOPJsaHhWCiGka5AQWAY8fU3c8MGGmkCvUNDqPEMPUNDqPoC1DjYDDSSBXqGxxGiWHqGxxG6YwFqHEwOBzG6cyhvsFBj5Yb9/i1WDRtSqdQY9IZLAQT1TDKxQ8QK2aquZ8ZMNJIFeobHEa5QaG+wWGUkSoANQ4G95Eq9Gg5MUqhkPoGB/NouaFHy49RYpj6BodRrsEANSadw0IwUQ2jXPwAYMwYsWKmr948iwUoKBD7EYGRLn7UN3CMNFKF+gYHPVpuqK/c0KPlxyj6AtQ4GNw7Y/U+mpD6Bo7TaZwnJ6lvcDDPIjLBQjBRDSONNrNagWXLxM9tDVL5felSsR8RGOniR30Dp6bGOPNeUd/gYAzLjZGKSNQ3cNw9Wu+jCalvcBipw50aBw6vwXJTUyMW3oqOBrp00bo1HUN9g4N5FpEJFoKJKhhppIpCYSGwciWQl+e5PT9fbC8s1KZdesVIhX6A+gaK+w2o3keqAL71zcujvt4w0hzfCozhwDBSEQmgvoFCj5Ybp5N5tOwYqRAMUN9AUfTt2pUeLSNOJ/MsIhfRWjeAyIGRRqq4U1gIXHIJ8PTTwNdfAyNGADfeyN4xbxgtgQVc+r77LrB2rXgE5v77qa83jKzv5s3Am28K77nvPiAjQ+uW6Q8jjVRxhx7tP0aO4aIiYM0acXPywAPU1xtG64wFvHv0/PlAZqbWLdMfikdbrcb06D//GfjqK+DMM4GbbmIMe8PIMUyP7hwjX4M3bwbeeks8EUiP9g49msgGC8FEFYw2UsUdqxUYNw5ITAT69qUxesOII1UUrFZg6lTR/qgo8UXaY2R9x44VHnT8uEjUWAhuj5HmJmyLu0f36UOP9oYMHn3ypPBno/1/RgojFhkA7x7NIkN7ZPDohAR6tC/o0fJjZH3HjhXtLyujR/tC0bdrV+PdS7p7dO/e9GgiMNi/MdErRuzldkdpt3IexBOj9oIqJCeLtjsc4lxIe4z2uFNbGMMdQ33lxugenZQkRqvTo31j1EKwAmO4Y6iv3NTWAi0tooBEj5YT5llyQ48mssFCMFEFmczR6dSyJfrEyCO+AdHmrl3Fz7wAtsfII1UUmOB0jCweXVVFj/aG+0gVerR8uHs0iwxyIlMRiR7dHnd9jTaaEBAezRj2jfv8sUbPs6ivd2TRl3k0UTDgpYjoEaObY5cuIjFraQHq6rRujf4wur4AE5yOUEaqGHU0IUB9O8PoMUyP7hij6wswhjvCfTRhSorWrQkO6tsxRo/h5GTx/2m3i/9X4onR9QUYwx1RV0ePlh2jd8YqeTQ9migYrhD8zDPPoGfPnoiPj8fIkSOxY8cOn/v+7W9/w5gxY5CWloa0tDRMmDCh3f7XX389LBaLx9eUKVPCfRrSYLcDn3wiFhDYu9e4RST3CzcvgJ7Y7cCmTcCOHcC+feJ3I8IExzt2O7BqldD3yBHj9hJTX+/I5NEcMeodReMdO4D9++nRsmG3Ax9/LPQtLqZHy4aSY61eLTzaqEUkerRv3D2aebR8MI+WG8WjP/7Y2B7NUf2kLYYqBL/99tuYO3cuFi5ciF27dmHIkCGYPHkyysrKvO6/adMmXHnllfjkk0+wbds2FBQUYNKkSSguLvbYb8qUKTh27Fjr15tvvhmJ0zE8H34I9OwJjB8PPPcc8OSTwJAhYmVZI0JzbE9RkdD4rruAF14AbrlF/G5EjalvexR9p08X+i5aZFx9U1JEktPcDNTXa90afaDoS4+WF3q03Cj6XnGFPB5ts9GjFZQ8etw4erSstPXoW281bgxT3/a09ejFi42rb0qK6NCx2fjklYKir7tHDx1qTH0BxjDxxFCF4CeffBKzZs3CzJkzMXDgQCxfvhyJiYl48cUXve7/xhtv4Pbbb8fQoUPRv39/PP/883A4HNiwYYPHfnFxcejevXvrV5qRn9uJINdcI3o+3Tl6FLj0UmMaJM3Rk6IioWVbjYuLjakx9fXkww/l0td9Wgtq7Dt+6dHyIFsMU19PZLsGW6188qotzKPlRrYYpr6eyHYN5tOxnjCPJrJjmEJwc3Mzdu7ciQkTJrRui4qKwoQJE7Bt2za/jlFfXw+bzYb09HSP7Zs2bUJ2djb69euH2267DSdOnFC17bKhPNLk7dEXZducOcZ79Inm6MJuB+68Uy6NFX0bG8WX2fnd7+TSF2AMK8gYvwD1bYtsMaw8Vt7URI+WPYaV+VLNCvNo+ZExhpUiYVMT0NCgbVv0gGzXYIAxrCBj/AK8BhNPorVugL+Ul5fDbrejW7duHtu7deuG77//3q9j/O53v0Nubq5HMXnKlCkoLCxEr169sH//ftx3332YOnUqtm3bBqvV6vU4TU1NaGpqav29uroaAGCz2WCz2QI9NcOxdas4x4QE8d1ut8DpBKKinK0r4ZaXA599BowerVUrAycpSZxLeTlgsxl0gieV2LIFOHECSEgQFzy7XSxDHx3t+lyMqHF8vAV1dcDx40507651a7RB8aiKChsSEsS2lhahr9XqhEX8aEh9k5MtsNth+hh2j1/A3aOFTwPG1JceLWgbwzJ5dEKCBbW15vZooH0M06PlwnceTY+WBVnzaHePzsnRujXawDxafphHy40SwzLW7QI5J4vTaYwpzY8ePYq8vDxs3boVo0aNat0+b948fPrpp9i+fXuHr3/00Ufx+OOPY9OmTRg8eLDP/f773/+iT58+WL9+Pc4//3yv+yxatAiLFy9ut33FihVITEz084zkYfv27qisjMPgwceRk2Pcid9sNgs2bjwFADB+/CHExBgiNMLOwYNd8P336ejWrR5Dhx7Xujkh8cUX2ThxIgGDBp1Afj6XTAWApiYrNm3Kh8UCnH/+Qfjo/zIER44k45tvMpCR0YDhw73PHW9GduzojpMn6dGyonh0dnY9fv5zY3v0zp3ZKC+nR7sjk0cXFyfj668zkJHRiOHDS7Vujm5weXQ5cnKMOzlnS4sFGzYoHn0YMTEOjVukD2T06IEDT6CggB4NAE1NUdi0qQAAMGGC0T06CV9/nUmPbsOOHd1w8mS8VB49btxhxMbSo2Wjvr4eM2bMQFVVFVI6WdnQMCOCMzMzYbVaUVrqaUqlpaXo3smwkT/+8Y949NFHsX79+g6LwADQu3dvZGZmYt++fT4LwfPnz8fcuXNbf6+urm5diK6zD1wGNm+2oaZmHW64YSIaGmK89oICwEcfGauXDABqay1oaABGjRqE7GytW6MdW7YAF14ofvbWC6pgNI3T0iz45hvg9NOBkSPNWUSy2WxYt84Vv+4jVV56aZDHvkbTt6QEiIqyICkJuOACc+oLeMYv4H2kCmA8fQF6NNA+hmXy6PR0C77+2tweDXjGsEweXVoKWCwWJCaa26Nlz6Pr683t0YC8ebTi0aedBpx1ljljuKM8+uWXje3RZWX0aED+PFrx6DYP2psGJYYnTpyImJgYrZujKspMBf5gmEJwbGwshg0bhg0bNmDatGkA0Lrw2+zZs32+7vHHH8fDDz+MNWvWYPjw4Z2+z5EjR3DixAnkdPC8S1xcHOLi4tptj4mJke6fyRtnnw2sWQM0NsagocF1vspIdIsFyM8Hzj0XhusVzcwUk8DX1QEmkNIn554LZGSIBQ+8PTNgVI0zM0V7a2vNrS8ApKfHYP/+GA99jR7DWVmivY2N4hyiDXOFUxdf8Wt0fQGhcXExPRrwHsMKRtWYHi2QNYYVj1ZmVzOrxrLn0fRoefNoJYbN7tGAnHm0cg02u0fLeg0GRAwfOUKPBuSs3QVyPoZZLA4A5s6di7/97W945ZVX8N133+G2225DXV0dZs6cCQC49tprMX/+/Nb9H3vsMTzwwAN48cUX0bNnT5SUlKCkpAS1teJRltraWtxzzz3497//jZ9++gkbNmzAJZdcgr59+2Ly5MmanKMR6MjwlF6ypUuNZ4wAJ8lXsFqBZcu8/83IGlNfF4895n27kfWNjxdfgLk1ljV+AcawOzLGMPUVyBrDcXGuORerqrRti5Ywj5YfWWOY+rqQ8Rrs7tFm1ljW+AUYw8SFoQrBV1xxBf74xz9iwYIFGDp0KHbv3o3Vq1e3LiB36NAhHDt2rHX/v/71r2hubsall16KnJyc1q8//vGPAACr1Yo9e/bg4osvxs9+9jPceOONGDZsGDZv3ux1xC/x5LXX0O6Rgvx8YOVKoLBQmzaFCs3RRWEh8NZbrs9EwcgaK+dSU2O8lV7V5qKLhI4ZGZ7bjawvwBhWKCwUOtKj5eWii+T16OpqerQSw5mZntuNrC/AGHaHebTcFBYCb78tp0fX1AAtLZo2RXOUPJoeLSfMo4nsGO7B2dmzZ/ucCmLTpk0ev//0008dHishIQFr1qxRqWXm46KLgO7dgXffBbp0AcaOBcaMMWbvmALN0ZPx44FHHgEOHgQGDwZycoytcWIiEBsLNDeL0Ujp6Vq3SFsKC8U0Cjt3An36AAMHGltfQMRwSQljGBD65uSIhDU5GRg3Tg59AeqrIJtHJyTQo92R1aOPHWMMAyKPpkfLzbhxcnl0fLwYNdrUJDrs6NH0aJkpLARyc4F33qFHE/kwXCGY6IvaWqBfPzHf2Wmnad2a0HEfjeRwiIUdzExlpfgMRo0CLr5Y69aoQ2qqWAyhspIJrN0u5ojq1w+4+mpRKDc6THA8qamhR8sMPVpu6NHyI2seXVVFjwbE5xAVBZx1FnDJJVq3Rh1SU8XCjydP0qMdDpdHX3UVkJSkdYtChx7tiZJHjxolFrI1Om2fvDJyUZuEhskvzyRUlItE28eejEpSklhgyuEQBml2ZNMXYILjTnW1WAQhNlaOAgNAfdsiWwzToz1R5lnt2lXbdqgJY9iF4tExMfRoWVE+B1liOClJ/L86nfRoQL5rMMAYdsfdo2UoAgPUty2y5VmJifRoImAhmASN+424LAmOxcILoDuyXfwA6uuObDeggOdoJG8rdZsJd4+WUWPGMIsMsiP7NdjsHu1+I84YlhPZY9jsyJ5HOxyaNkVznE5XDNOjiWywEEyCpqZGXCCio+XpBQVoju6wyCA3MiY3XbqIx5zsduFRZqa2Vni01SrmNpMFxrALGWOY+rqQ8RqcnCw8yeGgRysL19Kj5UXGGKa+LmTU192ja2u1bo221NYKj46KEvcXssAYJgDnCCYh4N7LbbFo2xY16dIF2LsXOHxYGKTRJ4UPFpl7QR0O4N//FotdGH3hjlCQMYG1WEQMb98OvPKKmM/L7PrSo+VF1tFIikc3NoqFWsyqMT1abphHy4/MefT27SKPNrNHy6ivxQKkpIhrsNk9WvY8+tAh8T9sVn3NDgvBJGhkvAEtKgLuuAMoKRG//+EPQH4+sGyZWDnUTNTVAS0t8vWCrl8P3HefWORCwawayxzD5eWubWbXV6YbFHq0C3ePTknRujXqQY92IWORgR7tgh4tN3V1gM3mKqzJwrp19GgFWfPo22+nRwNyX4MVj374YfPqa3Y4NQQJmqoq0TUmizkWFQGXXuoyRoXiYrG9qEibdmmFktykpMiz6nNREXD55Z7JK0CNZYth9+QVMK++siWw9GhPlPjt0oUeLSuyFRno0Z4oebRs+tKjBco1mHm0vMiaZ9GjBbJeg+nRBGAhmISATEUkux24807vC5co2+bMEfuZBdkWuKDGnjQ0AM3N4mcZRqpQ3/bIlMBS3/bIdgNKjT1pbBSPXQOMYVmRKYapb3tkugYD1LgtjY3iC5BDY+rbHtY6iMywEEyCRqZC4ebNwJEjvv/udIq5zjZvjlybtEamix9AjduixG+XLmLBR6NDfdsjUwxT3/bINpqQGnuixG9yMj1aVmQqFFLf9sh0DQaocVvo0fIjUwxTX9IWFoJJUNhsFql6QY8dU3c/GZCp0A9Q47bIdAMKUN+2NDeLUd+AHBpT3/bIdIMCUOO2UF+5sdksrR4tg8bUtz2MYbnhfZLc2GxAfb34WQaNqS9pCwvBJCjq6mIAAImJQGysxo1RgZwcdfeTAdkSWGrsiWxzfFNfT5T4pUfLCz1abmQrMlBfT+rrRR6dkECPlhXGsNwwj5YbJX7j44G4OG3bogbUl7SFhWASFEohWJaL35gxYsVMi8X73y0WoKBA7GcGWlqA2lrxMzWWE5nmJgSob1tkuwGlvp7Y7RbU1YmfGcNyIluhn/p6ohSCqa+ctLQANTXiZ2osJ8yj5YbXYCI7LASToFASWFmKDFYrsGyZ+LmtQSq/L10q9jMDSnITFyd6QmWAGnsi29QQ1NcT2RJY6utJfb2YkJAeLS+yFRmoryfKgApeg+Wkulp8j40Vo75lgBp7wjxabphHE9lhIZgEhWwjggGgsBBYuRLIy/PcnpcnthcWatMuLZDtBlTBl8b5+ebS2OGQb8Q3QH3dkW1EMECPdke2IpICY1jgcLgKSTJpTH1dMI+WG9mKSAqMYYHDId+Ib4D6uiPjvTA9mrjj9xqXZ5xxRkAHtlgs+OCDD5DX9j+NSIEyGkkmcwSEAV5yiVgx8803xUqw990HZGRo3bLIIlsvtzuKxk8/DXz9NTBiBHDjjebqAa2vj4bDIUYTJiVp3Rp1UfR9911g7VqRvD7wgLn0BeS+CW3r0fPnA5mZWrcsstTVxSAhQT59gfYefeaZwE03mSuGa2pEoSE6Wl6PLioC1qwxr0fX1UUjK0u+GHb36LfeEv+/ZvRoGYtICorGf/4z8NVX5vTohgb582jFo/PygAULzKUvIO+9sDePvvdeICtL65aRSON3IXj37t24++67kZyc3Om+TqcTjz76KJqamkJqHNEnTqe8o5EAcaEbOxaoqADKy8UNmVkLwTImsIBL48REoG9f8yU3Mo5EcsdqBaZOFf/HVisQZbJnX5xOuW9Clfg9eRI4flyMbjdbkaG+Xt5CMCA0HjdOeHSfPubzaPcbUF/z+RkZqxWYMkXEcFSUOT1atjmC3Wnr0TU15vNoWYtICopHJySY06Pdp0iU1aOnTnV5tIzn2BFmyaMrK4GyMpFHsxBsPvwuBAPAPffcg+zsbL/2/dOf/hRUg4j+ESNVLLBagS5dtG5N+EhNFYVgJZkzE7IXggHXuZlR3/r6GMTFya1vcrJIdOx24VkpKVq3KHLU1orzjoqS26O7dhVFBjPGcF1dDDIy5C0yAK5zU27GzIQZrsFm9ui6OrHgY1SU+BxkJTVVeLQZY1jmIpKC4tFmvQbHxsp9DU5KEk+lKAuIm82jW1rMkUeXlZkzhkkAcwQfOHAAWQF0FXz77bfo0aNHUI0i+kZJbrp0kbuHUEnezJzAypzgmFlfmUf0K1gs5i0kucevGTzajAlsXZ2c0zO5Y2Z9zXANdvdos2msnG+XLnKPhjarvoD8I4IBzzza6dS0KRFH9ifrAOHRSvHXbDGsnG9KitwebeZ7YRJAIbhHjx6wBHBHWVBQAKvZnhMxCWYYqQKYt4hUXw/YbJ4JgIykpIhztNnEOZsJmR9JdcesMWyGG1DAvPrW1wMtLVGm8eiWFjE6x0wwz5Ibs+hr1iJDfT3Q3Cx+lvk6rHRktLSYL482QyEYMG+HrBk6YwFzd9aRAKeGcKeyshI7duxAWVkZHA6Hx9+uvfbakBtG9Et1tegQoDnKiftIFZn7cpTHfaqrxTknJmrdoshhhhHBAGPYLDcoZisyKPoqj9bLirtHV1XJtyBPR5gths3m0UoeLbu+Zr0Guz85aQaPrqoSGpvJo5WncsySR5s1z5Ldo82aRxNBUIXgDz/8EFdddRVqa2uRkpLiMVLYYrGwECwxdjuwdav4ed8+J0aOlDfJUcyxsRFoahIrw8qO3Q6sXQvs2AH87Gfid1n1BYTGSpEhN1fr1oQfux3YuBFobo7Cvn1yz3sFmLPIYLeLlYD37xeLuAwbJm8MKzcojY3iKz5e2/ZEArsd+OQT8XNxsXk8urLSPB69YQPw2Wfi/1vm+WMBcxYZ3PPoH3+UO49W9G1qMpdHK3n0qaeaw6OrqsRXXp7WrQk/yjW4udlqqjzabB69eTOwb5/wrOHD5Y1h5akyM3k0cRHUrCd33303brjhBtTW1qKyshInT55s/aqoqFC7jR4888wz6NmzJ+Lj4zFy5Ejs2LGjw/3feecd9O/fH/Hx8Tj99NOxatUqj787nU4sWLAAOTk5SEhIwIQJE/Djjz+G8xQMS1ER0LMnsGiR+P2WW8TvRUUaNiqMREe7erfNUEhS9J05E3jhBeB3v5NbX8Bco1UUfadNE78//TTQt6/c+potgVU0vu8+EcPXXit3DEdHuwplZtBY0feWW0Tn+4IFcusLmKszR9F38mQRv08+KQpJ1FceFI0XLhS/33qr3DHs7tFm0FjR9/rrRQzfe6/c+gLmzKMvuUT8/vTT8nu0mfQFXBrPny9i+Lrr5I5hs3k08SSoQnBxcTF+85vfIDHCz1K//fbbmDt3LhYuXIhdu3ZhyJAhmDx5MsrKyrzuv3XrVlx55ZW48cYb8eWXX2LatGmYNm0avv7669Z9Hn/8cTz11FNYvnw5tm/fjqSkJEyePBmNjY2ROi1DUFQEXHopcOSI5/biYrFdVoM0y2gVs+prlkKhu77Kgh4Wi/z6KvFbVyfmgpYZs8awWW5SvOlrsThNo6+ZPNods+irrE0gM2bXmDGsTbvCjVk6c8yaRyv6us97LSuMYS1bQbQgqELw5MmT8cUXX6jdlk558sknMWvWLMycORMDBw7E8uXLkZiYiBdffNHr/suWLcOUKVNwzz33YMCAAXjooYdwxhln4M9//jMAMRp46dKluP/++3HJJZdg8ODBePXVV3H06FG89957ETwzfWO3A3fe6bkibGysAxaLa9ucOWI/2TCDOXrTV0F2fc1QRGqvr2sqH9n1jYtzPeYk800oY9hc+rrfhMqurxk668wcv2b2aLPl0WbTV0F2fc14DTZTHh0bK6YZA8ymsQvZNTZDDBPvBDVH8IUXXoh77rkH3377LU4//XTExMR4/P3iiy9WpXHuNDc3Y+fOnZg/f37rtqioKEyYMAHbtm3z+ppt27Zh7ty5HtsmT57cWuQ9cOAASkpKMGHChNa/d+3aFSNHjsS2bdswffp0r8dtampCU1NT6+/V1dUAAJvNBpuEQxq2bAFOnBAXAocDsFodSEqyISHBda7l5WJOu9GjNWxoGEhKAux2C06cAGw2L1cHCXDX1+kU5wsAVqsTyvTfsutbWQk0NjqlnAPKXV8AiI4WWUx8vA1Wq/ifllVfAEhOtqCuDigvd0q7qEdbj3Y4LLBY0KovIK/GSgyXl5vHo6OixAK9CQk26T06MdF8Hm23W/6nsxNR/xuuIau+gMujjx83j0ebKY9WYthMHs08Wi6YR1tQWyvyaFkXT2MeLXetoy1KvU7Gul0g52RxOr31fXRMVJTvgcQWiwX2MHSXHD16FHl5edi6dStGjRrVun3evHn49NNPsX379naviY2NxSuvvIIrr7yyddtf/vIXLF68GKWlpdi6dSvOOeccHD16FDk5Oa37XH755bBYLHj77be9tmXRokVYvHhxu+0rVqyI+HQZkWbfvlTs398V+fm1GDTohNbNCTvHj8dj165uSE624ZxzjmrdnLBTUxODrVtzER3twPnnH9a6ORFhw4ZT0NJiwTnnFCM5uUXr5oSdLVtyUVcXg2HDSpGZKf8UOF9/nYHi4mT06VOJvn3l7+7et68r9u9PNY1Hl5fHY+dO83h0bW0M/vWvXERHO3H++Ye0bk5EcHn0USQny5e0t+Vf/8pFbW0MzjijFFlZ8nv0N99k4MgR83l0Xl4tTjvNPB6dlGTD6NFm8Oho/OtfeSbz6AK0tETh7LOPoksX+T1669Yc1NTEmtCjq9C3b6XWzQk7+/d3xb59qcjNrcXpp9OjibGor6/HjBkzUFVVhRRlNUAfBDUi2OFwBNUwWZg/f77HSOPq6moUFBRg0qRJnX7gRmTLFuDCC8XPTicQF9eCpUs/xQ03TERDg2s0+EcfyddLVlMD2GwWWK3A1KlDW3v2ZcJdX/de0OefP91jPxn1BYCmJtELOmLEIPTsqXVr1Kdt/EZFOXDddd/hnnvGoLFR7vgFxCrWn39uQZ8+wLhxcvZ0u2vsbTShgowa19QAzc0WREWZx6OtVgd+85v/mOIaDAh9y8uBM88chF69tG6N+rT1aNdowkEe/8+y6qt4dO/ewPjx5vDo6Gg7Hn54qyliuLbW5dFTpgxtd12SAd959Gke+8moLyDuk44fF3m0GTzaanXg2mu/w7x55sij8/OBHTvM5dFmyqPN4NFtsdlsWLduHSZOnNhuZgOjo8xU4A9BFYK1IDMzE1arFaWlpR7bS0tL0b17d6+v6d69e4f7K99LS0s9RgSXlpZi6NChPtsSFxeHuLi4dttjYmKk+2cCgHPPBTIyxGTpTqeYlzAtrQkNDTFoaIiBxSIuEueeC+keCUpLE/Mj2e1AYyMgYZ2/nb5tkVlfAMjMFHME19UBEoZvO31jYlpgtTrR0BCDxka54xcQ+lqtItGRUV/A3DFsRo+OiWlBYqLNFNdgQJz7yZNisRoZY9hX/CpP98mur+LRsl6DgfYaO50wTQynpro8uqnJHB7dFpn1BcS5V1TIG8PersFRUcyjZcLMMZyaKubrb2kRebSsUzR5Q8baXSDn43fN/6mnnkJjo/+PPyxfvhw1NTV+798ZsbGxGDZsGDZs2NC6zeFwYMOGDR5TRbgzatQoj/0BYN26da379+rVC927d/fYp7q6Gtu3b/d5TDNitQLLlomf2462Un5fulQ+YwTE+SlJq6yTqLvr2xbZ9QXkX8jEm76JiWJuUeorB4rGvpJXQF6NLRb5F7rwFsNJSaJKKLu+gPyLtvIaLL7Lqi9g7hh292hZNTZ7DJv1GmzGPDrwCUWNgZlj2Ay1DuIdvwvBd911V0CF3Xnz5uH48eNBNcoXc+fOxd/+9je88sor+O6773Dbbbehrq4OM2fOBABce+21HovJ3XnnnVi9ejX+9Kc/4fvvv8eiRYvwxRdfYPbs2QDEfMZz5szBH/7wB3zwwQf46quvcO211yI3NxfTpk1Tte1Gp7AQWLlSPMLnTn6+2F5YqE27IoEZCkmKvhkZntvNoK/sNyiAS9/sbPF7UpKYC9kM+qakiCTHZhMjCmWlsBB4/XW0W8jDDBqbKYYVj1aKSGbQ10zX4G7dPLebQV/Fo1taxIhCWWnr0YmJ5rkOmymGzZhHm6Ezp61Hmyl+u3QBoqLM4dFvvGHOPNoMMUza4/fUEE6nE+effz6io/17SUNDQ9CN8sUVV1yB48ePY8GCBSgpKcHQoUOxevVqdPufKx86dMhjIbuzzz4bK1aswP3334/77rsPp556Kt577z2cdpprzqZ58+ahrq4ON998MyorKzF69GisXr0a8fHxqrff6BQWApdcIlbMrK4W8+TI+IhEW8xQZACEvpWVwDffAP37A6eeCowZYx59Zb5BAYS+6enAhx+KIpJZ4jcqSiSx1dXi/1vm9TzHjgUeeQQ4ehQYMADIyTFHDJuhyACIGK6qAr7+2lwxbKZrsOLRaWliHkIzxG9UlCgGV1UJjZOStG5R+HD36Kgo5tGy4e7R/foBP/uZOWLYTNfgjAzggw/MdQ1W8uiqKvGVnKx1i8LHeecxjybmwe9C8MKFCwM68CWXXIL09PSAG9QZs2fPbh3R25ZNmza123bZZZfhsssu83k8i8WCBx98EA8++KBaTZQaq1XcnKxaJb7LboyAeXrJGhpEb2+/fsDMmYCffT6GR9G3sVF8ydwHVFMD9O0LADbTxC8gNFYKwbm5WrcmfFRWioT9nHOAyZO1bk3kMEuRobFRjGzv21eMRjJLDCv6NjXJ79G1teIaPG6c6Iw1C127uooMbZ88kwnFo0eMEHPmmiWGzVJkUDy6Xz/ghhvMk0crj5WbwaOVPNrpNF8ebSaPPvtsYMoUrVsTOcySRxNPgioEf/LJJxg3bpzX/Z599lnccsstobeMEJ1glhGjivl36WKe5BUQ55qUJB53qqqSO4FVNFYeKzcLZolh5fzMtNADYJ4igyt+AatV0on6vBAdLUYg1daax6PNGMOHDsl/E6qcX2oqcOKEli2JLGYpMijnl5xsvjxa8ejKSsDHGu5SYPY82iwx3HZ6CNkxy30S8cTvOYLdmTJlCu655x7YbC4TLC8vx0UXXYR7771XtcYRogeUi0FdnRgxKytmLSIB5igkNTeLUd+AWCzOTJhBX4AJbF2dGI0lK2bVFzDHTWhzs2sec7NpbJabUFeh3zwdOYDr/7m+Xm6PZh4tdwy7rzVhtkKwWZ6ONWsMu3t0c7OmTSERJKhC8CeffIJ//OMfOPPMM/Htt9/io48+wmmnnYaqqirs3r1b5SYSoi1xca4RSDJfAFlkMIe+CQlATIy5bkLNoC9g3hh292iZb0KVczObvoA5igzKuSUkALGx2rYl0pityGC2GI6NFf/XgNwxbNZrMGCOPEv5342PN18ebYZrMGDeGDaLRxNPgioEn3322di9ezdOO+00nHHGGfjlL3+Ju+66C59++il69OihdhsJ0RwzXADNevEDzHETatYbUMB1zjU1Yl5GGWlpEY9lAubWWOYYVs4tJcVcN6CAOYoMZr4GK/rK7tE1NeJns402A8wRw8yzzHGfZOb4ramR9+lYu93cHm2GGCaeBFUIBoAffvgBX3zxBfLz8xEdHY29e/eiXnleghDJSE4G9u4F3noL2LRJzhsVsz4OA7j0/egjefU1cwKbmCgW9Pj+e+DFF+XUuLpafHcfHWsmunQRMfz223LqC5i7yKDoK7NHm/kanJgo5hndu1d+j3YfeWUmzODRZs6zzJRHm/EanJDg8uiXXpJTY+UaHBsrrklmQ4lhmT2aeBLUVPaPPvooFi5ciJtvvhlPPPEE9u3bh2uuuQaDBw/G66+/jlGjRqndTkI0o6gIuO02oKzMtS0/H1i2DCgs1K5dauJwuG5SzJbgFBUBv/41cPSo+P2pp+TTF3AvMjhbtTYLRUXA737nuTiPbBqb+QaUHi03ZvFoMxcZioqAefPM4dFm1ZceLS9m8Wj3PFoZOWoWzODRZu5sN4NHk/YENSJ42bJleO+99/D0008jPj4ep512Gnbs2IHCwkKMHTtW5SYSoh1FRcCll3oaIwAUF4vtRUXatEttqqsBpxOIiREr0psFRV8leVWQTV/AvIVCReO2K7TLprFZiwxm8miHQ4zIoUfLpy/AGJbdo81aZDCLR9fU0KPdkU1fgB4tu0eb/T5Jdo8m7QmqEPzVV19h6tSpHttiYmLwxBNPYO3atao0jBCtsduBO+8UBdK2KNvmzJHj0QkzXvzMpK/Tac6bUDNpbMYbFDPpy/j1RDZ9nU5zjiY0k8bMszyRWV+LRdOmRAwz6eueRzOGBbJpzDzLE9n0Je0JqhCcmZnp82/nnXde0I0hRE9s3gwcOeL7704ncPiw2M/omPHiZyZ9a2vFRTwqSszTZxbMpLEZb1DMpK8Zi0hm0reuTizAExUl5ukzC2bSmHlWe2TUlx7tQiZ93T2aebQLmTRmntUemfQl7Ql6sThCZOfYMXX30zNmvPiZVV+zjFQBzKmxmYoMZtLXjEUkM+mrxG9Kiig0mAUzasw8K/j99AyvwaHvp2fo0ersp2cYw6HvR4yFiayMkMDIyVF3Pz1jxoufmfQ140gVwDwa19cDNpso8qekaN2ayGEWfQFzFpHMqK+ZrsGAeTSurweam8XPjOHg99MzZoxhM+lrxs5YwDwaNzS4PJp5dPD7EWPBQjAhPhgzRqyY6WsEpcUCFBSI/YyOGQuFZtLXjDcogHk0VvTt0gWwWjVtSkQxi76AOWOY+sqPWTRWcix6tCey6Aswj/aGTPqasTMWMI/G7nl0dLSmTYkoZtGXeIeFYEJ8YLUCy5aJn9sapPL70qXGT+obG8UXYK6b0I70VZBBX8C8RQazxLBZR6qYRd+mJpdHm+km1EwebcYiEmCeGOY1WG59m5vFiELAXBqb0aPNpC9gnhjmNVhufYl3WAgmpAMKC4GVK4G8PM/t+flie2GhNu1SE+Xil5xsrl5QwLe+ubny6AuYN4EFzBHDZh2pAphDXyV+k5KAmBht2xJpzOLRZi0UAuaKYerrQiZ9lfhNTKRHK9Cj5cFMMUx9XcikL/GOyco+hAROYSFwySXAhg3A3/8uii1LlgBxcVq3TB3MXEQCXPpu3gx89BHgcAA33QQMGKB1y9TBZhOrHQPU+LXXgC1bgJ/9DLj7bnl6uM1cZAC8e/TDDwPx8Vq3TB3MfIMCeHr0qlWA3S6XR7e0uDza7Bq//rrQ+dRTgd/+Vh6PZp5Fj5YZbx59443AwIFat0wdWlqA2lrxs9lj+I03gM8+k9ejzR7DGzcCb78tn0cT77AQTIgfWK3ApElASYl4RLemRp5CsNmLSIDQd+xYMSL622+FvrKg6BsfL/5nbTZt26MVViswebJ4hDMlRZ7kFWCRAXB5dGmpeES3tlaeBJb6ujw6Jgb45hu5PFrRV/Fos6LEcFOTfHPpmr3IAMjt0cyjXR4dGwt8/bVcHu2eR8fHmzuPnjRJ3AfL5tGMYaHnxInCo+vrRQzL4tHEO5wagpAAUC4QSlIvAywyuJBZXzMnNwrKZ1BTI0asyIDd7rrhosaMYdmRUV/egLpw9+iWFk2bohr0aE9kjGHm0S6or9zI6NEOB1BdLX6mxnLGMPEOC8GEBICM5sgigwvqKzcJCWK0itPpKr4YnepqcT4xMWJ+QrMjYwyzUOhCRn1ZZHCRkOAaFa3cmBsderQnMscwPVpOfXkNduH+5IqMeXRSktat0R4ZY5h4h4VgQgJANnN07wVlguP6DKqrxWcjA2ZdCdcXssUwb0A9kU1f904LxrCcHs0Y9kS2GGb8eiKbvk4nRxO6I7NHU1+BbDFMfT2RTV/iGxaCCQkA2cyxpkYkatHR7AUFxGcQHe1ZIDc6LDJ4IlsMs8jgiWz6Kh5ttQLJyVq3Rntk9GjGsCeyxTCvwZ7Ipq8y1ZTVKuZNNTuJiWJkpXuB3Ogwhj2RLYapryey6Ut8w0IwIQGgmGNVlUhyjIzdDqxeDezYARw+LE/PfShYLPJcAO124JNPgLVrgb17WURSkEVfQGi8aZOI4X375Jn3OBRk8+iPPxb6HjlCj1aQJYaV+F2zRng0i0gCWfQF6NHecNfX6J7GPNo7isYnT2rajJChR3tHVo/+8Ud6NOCZRxvd0xR933xTfKe+nhimEFxRUYGrrroKKSkpSE1NxY033oja2toO9//1r3+Nfv36ISEhAaeccgp+85vfoKrNhDYWi6Xd11tvvRXu0yEGRVkl1X3xDyNSVAT07AlMnw688AKwaJH4vahI44bpABkSHEXf8eOB554DnnwSGDKE+gJy6Au4NL7rLhHDt9zCGAZEhwc9Wm7S0sR3I8ewou+4cfTottCj5UbxaIcD6OA2Tvco+l5xhdB38WLqqyBDDNOjfSPDNRho79G33soYBjyfvJIhjx43DpgxQ3ynvp4YphB81VVX4ZtvvsG6devwz3/+E5999hluvvlmn/sfPXoUR48exR//+Ed8/fXXePnll7F69WrceOON7fZ96aWXcOzYsdavadOmhfFMiJGxWFyPbxr1AlhUBFx6qRhh5k5xsdhudoM0egLrS9+jR8X2Dz/Upl16wV1fo44YZQz7xgwezRgW32XTV/FoM8cvYA6PNnMMy/DkFa/BHSOrvsyjBWbwaDPHMPNo82CIQvB3332H1atX4/nnn8fIkSMxevRoPP3003jrrbdw9OhRr6857bTT8O677+Kiiy5Cnz59MH78eDz88MP48MMP0dLS4rFvamoqunfv3voVHx8fidMiBsXICY7dDtx5p/cLt7JtzhxzPzohu7733hvZNumNlBQgKgpoaQHq6rRuTeAwhjuHMSw3sutr9vjt0kV+j2YMi++MYTmRXV+zx29ysvBou92Yo/oZw53DGDYH0Vo3wB+2bduG1NRUDB8+vHXbhAkTEBUVhe3bt+OXv/ylX8epqqpCSkoKoqM9T/uOO+7ATTfdhN69e+PWW2/FzJkzYbFYfB6nqakJTU1Nrb9X/282fJvNBpvNFsipGRLlHM1wrt5ITrbAbgfKywGbzVhdoVu2ACdOAAkJ4veWFvF/brU6ofzLl5cDn30GjB6tUSM1JikJsNstOHHC+Pra7RY4nSJhi4oS53LihLnjFwASEy2oqgKOH3ciLk7r1gSGu8ZOp9AYAKKjXf+rZo9h2T3a7DEsu0ebPX4B+T3a7DGcnCw+F1k92uwxLLtHmz1+ASApyYLKSuHRRhs/xzy6c2T3aJljOJBzsjid+h/Uv2TJErzyyivYu3evx/bs7GwsXrwYt912W6fHKC8vx7Bhw3D11Vfj4Ycfbt3+0EMPYfz48UhMTMTatWuxcOFCPP744/jNb37j81iLFi3C4sWL221fsWIFEhMTAzgzYkSOHUvCnj2ZSEtrwogRJVo3J2hstihs3FgAADj//EMeF0AzY7cDGzb0gNMJjB17GHFxxp0p/4svuuHEiXicdtoJ5OUZsNs+THz5ZRbKyhLRv38FevQw7gRYR44k45tvMpCZ2YBhw8q0bo5ukMejLdi48RQA9Gh3PD36COLijDts54svsnHiRAI9ug2yeXRGRgOGD6dHKxw7log9e7Kk8ujx4w8hJoYeDcjp0YMGnUB+Pj1aYffuLJSWJqJfvwr07EmPlg3Fo1NTmzByJD3aSNTX12PGjBmtA2A7QtMRwffeey8ee+yxDvf57rvvQn6f6upqXHjhhRg4cCAWLVrk8bcHHnig9eef//znqKurwxNPPNFhIXj+/PmYO3eux/ELCgowadKkTj9wGbDZbFi3bh0mTpyImJgYrZsTccrLAafTgrg44IILjGUoW7YAF14ofnbvBX355UEe+330kXl7QQGgvt6CmhrgrLMGISdH69b4j7u+gPde0IQEG1580bzxCwBZWRb85z/AgAHAOecYN4aVkSoWi9DYHTPHsOwezRh2efTIkYOQm6t1a/zHH48GzB2/gPwebfYYPnFCbo8GGMMNDRZUV8vp0WaPXwDIzrZg926gf39g9GjjxrDDYYHDwTy6LYpHx8bK6dEyx7AyU4E/aFoIvvvuu3H99dd3uE/v3r3RvXt3lJV59tK0tLSgoqIC3bt37/D1NTU1mDJlCrp06YJ//OMfnYo9cuRIPPTQQ2hqakKcj+fR4uLivP4tJiZGun+mjjDb+SpkZooVj1taRK+3kR6JOfdcICNDTJbu/iyA8hSBxQLk54v9rFZt2qgHMjOB+noxP6GR/sX91Rcwb/wCrhiurTWWvoBvjRUYw0BWlvweDTCGZfZoM8cvYA6PBswbw8yj5SczU/izrB4NmDd+AXN4tJljWNHXbpfXowE5YziQ89F0sbisrCz079+/w6/Y2FiMGjUKlZWV2LlzZ+trN27cCIfDgZEjR/o8fnV1NSZNmoTY2Fh88MEHfi0Ct3v3bqSlpfksAhMSEyPmzgGAqipt2xIoViuwbJn3vyk93UuXmvfCp2DUSfL90ffRRyPXHr1iVH0BxrA/REe7PNpoGjOG/cOoMcz49Q+j6gswhv1Bdo9mDBs3hhm//mFUfQHGsD9ER4uFWwHjacwY9h9NC8H+MmDAAEyZMgWzZs3Cjh078K9//QuzZ8/G9OnTkfu/502Ki4vRv39/7NixA4CrCFxXV4cXXngB1dXVKCkpQUlJCez/Wwbyww8/xPPPP4+vv/4a+/btw1//+lcsWbIEv/71rzU7V2IMjHwBLCwEVq4UvWXu5OeL7YWF2rRLT8igb7duntsVfS+6SJt26QlF3/p6oLlZ06YERWEh8OabrvNQYAy7kCGGfXk0Y1gOfX15NONXDo9+6y3fHs0YliOGMzM9tzOGXcigL/No3yj6NjQATU2aNiUoOvNoxrAcMezLoxnDAk2nhgiEN954A7Nnz8b555+PqKgo/OpXv8JTTz3V+nebzYa9e/eivr4eALBr1y5s374dANC3b1+PYx04cAA9e/ZETEwMnnnmGdx1111wOp3o27cvnnzyScyaNStyJ0YMSWoqcOSIMc0REAZZXw98+SXQt6+Yh2/MGHP3frpj5IsfIPTt1g0oKgJSUoDzznPpK+ECqQETGwskJooYqKoSUwkYjXHjgEceAQ4fBk47DcjJYQy7I7NHM4bl9mji6dGVlUB2ttYtChzFow8dAk4/3dOjGcNAWprxPbqhAdi1C+jTBxg4kDHsjgwe3b078O67YmTk2LGMX3diYoCkJDH1R1WVfB5NRAwfPmzsGPbl0YxhgWEKwenp6VixYoXPv/fs2RNOt4lAxo4d6/G7N6ZMmYIpU6ao1kZiHoye4Nhs4garXz/guusAzoTiiaJvTY2Ywy7aME7porpa6DtmjCgiEU9SU11FBiMWgisrgagoYNQo4Be/0Lo1+kMmj772WmPNzxYJFH1ra43r0TU1Qt/Ro8UNCvHE3aONWGQ4eVJ49Nln06O9YXSPbmkRRTB6tHfcPdpmM948soArj6ZHeyc1VcQAPVpO6NHyY4ipIQjRG0Y3R6XdiYksAnsjPt51wTDaPNAKisZpaZo2Q7cYPYZPnhTfqa93jK6v0u6EBCav3nD3aKNqzBjuGFlimPp6RxZ93b2IuIiLE9cvgHm0rMgSw22nhyACWfSlR/uGhWBCgkAxx+pqsZqm0VBuQHnx842RL4AtLWK0GUCNfWFkfQEWkTrDfVS/ET2aN6CdY+QYdvdoauwdI+sLMM/qDKN7NK/BnWPkGG5pEfd4AGPYF0bWF2AMd4bRax0s9HcOC8GEBEFionjMyel0JQpGghe/zjFygsNe0M4xsr4AE5zOSEwU84wa3aOpr2+MHMP06M4xsr4A86zOSEhwebQRR4xS384xcgwr/5Px8a6RzcQTI+sLMIY7IyHB9dQwPVpODDirGiH6ICUF2LoVePVVYMgQY00wz9FmndOlC7B3L3DwoBixYiR9efHrnNRUwOEAduwQq9Ln5RlHY/eRKtTYNykpwL/+BbzyCjB0qHH0BRjD/qB49E8/iXkojaQvr8Gdo3j055+LOUaN5tEc8d05ike/+qrxPJqdsZ1jZI9mZ2znuOfRRvNou51PTvpDSgqwZYsxPZp5dOewEExIEBQVAbfeCpSXu7bl5wPLlolVKvUOE5yOKSoC7rgDKCkRvy9ZYkx9efHzzZo1wH33uT4rwDgau48m5EgV7xQVAbfcYnyPZgx7p61HP/II9ZUNI3t0VZUY6eo+TyrxhB4tN/Ro+ZHFoxMTtW6NPlFqHcePu7YZRV+AtQ5/4NQQhARIURFw6aWeySsAFBeL7UVF2rTLXziasGMUfZXkVcEo+gIcqdIZRUXAZZd5Jq+AcTSmvh1jdI/mSJWOkcGjeYPSMUb3aBaROkYGj2Ye7RsZPJpPbXSMorHRPZrXYO8o+roXgQHj6EuP9g8WggkJALsduPNO0YvYFmXbnDn6nlRdmeeHI1XaI4O+AG9CO0IGjamvb2TQlyNVfCODvgBjuCNk0Jiddb6RQV/Fo2Nj6dFtkUFfgIXCjpBBY16DfSODvu4enZSkdWv0CwvBhATA5s3AkSO+/+50AocPi/30Ci9+vpFBX/aCdowMGjOGfSOTvrwBbY8M+tKjO0YGjenRvqG+ciODvg6Ha9AMNW6PDBpzxLdvZNKXeXTHsBBMSAAcO6buflrAi59vZNCXI1U6RgaNmeD4RgZ9WWTwjQz60qM7RgaNGcO+ob5yI4O+HE3YMTJozBj2DfU1DywEExIAOTnq7qcFHG3mG5n05cXPO0bXmCNVOsbo+gLsrOsImfTlNdg7RtfY4XCN+KbG7TG6vgBjuCNk0Jf3SR1jdI3d82hq3B6j6wvwXthfWAgmJADGjBErZlos3v9usQAFBWI/vUJz9I0M+rKI1DFG11gZqRITw5Eq3jC6vgBvQjtCJn3p0d4xusbV1aLQEBMDJCdr3Rr9YXR9AcZwR8igL/PojjG6xvTojjG6vgA76/yFhWBCAsBqBZYtEz+3NUjl96VLxX56xH2kChOc9nSkr4Ke9QVYROoMo8cwb0A7xuj6csR3x8jk0dTXO0aPYerbMUbXlx7dMfRo+TF6DPM+qWOMrq/Dwc4cf2EhmJAAKSwEVq4E8vI8t+fni+2Fhdq0yx+qqly9oBxN6B1f+ubl6V9fgAmsPxg5hpnAdo6R9eVIlc4xukdzpErnGDmG6dGdY2R9FY+OjmYe7QujezRjuHOMHMO8T+ocI+vr7tHMozsmWusGEGJECguBSy4BVq8G/vEPcTFZskTcvOsZXvz8Q9F382bg/feBqCjg9tuBPn20blnHcKSK/ygav/QS8O9/AwMHAnfeqd8ebgX2cvuHou+aNUBRkfE8mjegHePNo2+7DejbV+uWdQxHqvhPW48eMACYM0f/Hs08yz+M6tHuHTm+RrwST4/+4APxWRnFo5lH+4dRPZqdsf6h6Lt2LfDuu/RoGWEhmJAgsVqBCy4ASkuBlhagrk7/FxVe/PzHagXGjhU///CDKzHUMxypEhhWKzBpkvjM0tP1n7wCLDIEgtUKTJ0KlJQYx6Opr/8Y0aNrajhSJRDcPTotzRgezUK//ygeXVoK2GxAba3+Pzd6tP8oHm2xAHv3Gsej7XZ6tL9YrcDkycKjU1ON4dGMYf9xz6Pp0fLBqSEICQGLxWU0FRXatsUfaI6Bk54uvhtBX/cbUPaC+oeib2WlSGT1DEcTBo7FYswY1nvBWk8o+irXNz3jPuKbHu0fir7K1FZ6xulkDAeKex5tpBjmNdh/jHifRI/2H3ePttu1bUtnuHs0Y9h/jBjD1LdzWAgmJESMeBNKc/QfI96g8AbUf5KTxWNO7o8D6hWOJgwOIxWC6dGBQ33lJjkZiI317AjTK8poQqsV6NJF69YYByPGMPMs/zHSfRI7cgInKUl4tNNpjDyaHh04jGE5YSGYkBAxQi+Z3Q588omY52fvXl78AsF9xKiee7oVjXfsAPbv13db9YYRbkLtduDjj4W+R47of2ScnjBCZ44Sv2vWCI9OSdG6RcZB0Vfvo5HsdmDTJnp0MBglhletokcHg1GuwfTo4DDKiFHm0cFjlBhmHh0cRtGXHh0YLAQTEiJ6N8eiIqBnT2D8eOBvfwOefBI4/XSxnXSOEXq6FY3vvht44QVg1izxOzX2D7135ij6Xnml0HfhQuobCPRouUlKAuLiPB/51BuKxnPn0qODwSgxrHj0okXUNxCMcg129+jBg6mvvyQmujxar505bT365psZw4FgFI+ePp0eHQxG0Xf8eOC55+jR/sJCMCEhophjdbVYkEhPFBUBl14qej7dOXpUbKdB+oeeL4C+NC4upsb+oudHnqhv6LiPRqJHy4meC0mM4dDhNVhumEfLD/MsueE1WG7o0XJimEJwRUUFrrrqKqSkpCA1NRU33ngjamtrO3zN2LFjYbFYPL5uvfVWj30OHTqECy+8EImJicjOzsY999yDFr39hxNd497TrafRSHY7cOedol1tUbbNmcNHn/xBrzeh1FgdqK/cJCQA8fHiZ3q0nOi1yECN1UGvU0NQX3WgR8sP8yy54TVYbuLjhU8D+tKY+oaGYQrBV111Fb755husW7cO//znP/HZZ5/h5ptv7vR1s2bNwrFjx1q/Hn/88da/2e12XHjhhWhubsbWrVvxyiuv4OWXX8aCBQvCeSpEQvR4Ady8uX3vmDtOJ3D4sNiPdIxeE1hqrA567emmvuqhxximvuqhR30BaqwW9Gj50WMMU1/10GtnDjVWB0XfmhrAZtO2Le5QX/XQYwxT39AwRCH4u+++w+rVq/H8889j5MiRGD16NJ5++mm89dZbOHr0aIevTUxMRPfu3Vu/Utxmjl67di2+/fZbvP766xg6dCimTp2Khx56CM888wyam5vDfVpEIvSYwB47pu5+ZkaPFz+AGquFXnu6qa966PGxReqrHnq8BgPUWC3cPVpPGlNf9dBjDFNf9dCjvgA1Vov4ePGELMA8Wlb0GMPUNzQMUQjetm0bUlNTMXz48NZtEyZMQFRUFLZv397ha9944w1kZmbitNNOw/z581FfX+9x3NNPPx3dunVr3TZ58mRUV1fjm2++Uf9EiLTosciQk6PufmZGrz3d1Fg99JjgUF/10ONTG9RXPRSPrq0F9NSPT43VgzEsN7wGy42iLz1aXhjDckN95SNa6wb4Q0lJCbKzsz22RUdHIz09HSUlJT5fN2PGDPTo0QO5ubnYs2cPfve732Hv3r0o+t+s0SUlJR5FYACtv3d03KamJjQ1NbX+Xl1dDQCw2Wyw6alKFCaUczTDufpLly6A3W7B8eOAzeZlohoNOOssoG9fMVm6wyHaBwDR0aJ9FguQlyf2o5QdY7UCsbEWNDQAZWVOtLEjzXDX2GYT+lqtTljEj141Zvx6p0sXC+x24PhxoHdv/cWw3W6BwyE0tVoZw4GieHRZmf49WolhX/oyhtsTFeXp0W1SO83w5tFRUU5E/W8YBmPYf1JSLDh0CCgr06tHAw6HxS+PZgy3JznZOHl0Zx5N2mOxAHFxFtTX69ejW1oscDo792jGr3eUPLqsDOjTR38xHIhHk/YwjzYGgZyTxen0Nr1yZLj33nvx2GOPdbjPd999h6KiIrzyyivYu3evx9+ys7OxePFi3HbbbX6938aNG3H++edj37596NOnD26++WYcPHgQa9asad2nvr4eSUlJWLVqFaZOner1OIsWLcLixYvbbV+xYgUSleciiKmw2SzYuPEUAMD48YcQE6MPg1Q4ejQJX32VibS0JowY4buTg/jmiy+yceJEAgYNOoH8/I4Xqow0drsF69eL/7+xY48gLo6z4gfKkSPJ+OabDGRkNGD48DKtm9OOL7/MQllZIvr3r0CPHjVaN8dweHr0YcTEODRukSf06NBRPHrgwBMoKNCfR2/YcAqcTnp0sLg8uhHDh5dq3Zx20KNDQ+8efexYEvbsyURqahNGjqRHB8POndkoL6dHy0pxcTK+/joD6emNOPNM/Xp0v34V6NmTHh0o9GhjUF9fjxkzZqCqqspjSlxvaDoi+O6778b111/f4T69e/dG9+7dUVbmeWPe0tKCiooKdO/e3e/3GzlyJAC0FoK7d++OHTt2eOxTWiqMq6Pjzp8/H3Pnzm39vbq6GgUFBZg0aVKnH7gM2Gw2rFu3DhMnTkRMTIzWzdENdXWip3vkyEEI4N8y7Hz4IbBkiQWlpa7RhPn5wKOPAhddpHXrjENGhgVffQUMGgSMGqWvQv/rrwMrV1pQWQm8/PIgAPCpMePXO2VlQFSUBQkJwAUX6EvfDz8Eli+3oKLC1cvNGA6c+noL6uqM79GMYe/o3aPfecc/jybekcmjGcPe0bNHP/ww8+hQUTx64EDg7LP1FcOBeDTj1zvHjwMWiwXx8cb3aOIdxaNHjBikq+kWAvVomWNYmanAHzQtBGdlZSErK6vT/UaNGoXKykrs3LkTw4YNAyBG9zocjtbirj/s3r0bAJDzv//cUaNG4eGHH0ZZWVnr1BPr1q1DSkoKBg4c6PM4cXFxiIuLa7c9JiZGun+mjjDb+XZGdrZYmbK2FtDTx1JYKKY2+OwzIDcXGDYMGDNGbCP+k5UlPrPqan3pC4hHXh58EKisBHr0EHMhdaYx49eT7GzxeTU3i8fH4uO1bpGLCy4AFi0CfvwRGDoUKChgDAdDdjZw6JCY67ugQOvWuCgsBKKjgU8/FbE7fLh/+jKGPVFiWBaPJp7o2aMvvDA4j2YMeyKbRxNPlBiuqdGfR48axTw6VBR9bTagpcW1wKce+MUvRGfijz8CQ4YAp5zCGA4GxaP1WOuIiQE2bWIeHcj5GGKO4AEDBmDKlCmYNWsWli9fDpvNhtmzZ2P69OnIzc0FABQXF+P888/Hq6++ihEjRmD//v1YsWIFLrjgAmRkZGDPnj246667cO6552Lw4MEAgEmTJmHgwIG45ppr8Pjjj6OkpAT3338/7rjjDq+FXkI6Ij1dFIL1NIm6QmUl0K+fMMrMTK1bY0z0uFCNwokTYo7M8eOBESO0bo0xiYkR81/V1AiN9dTTXVEh9B0+HLjySq1bY1zS0kQCq8cYVjz6l78UnU4kcPS4kImC4tHjxgEBjF8gbujZoxV96dGhkZ4uPFqPMUyPDh09e3R5OT06VKKjgZQU0Rl78qS+CsGKRw8bBsyYoXVrjIuePfrkSeHR06ZBN2v56J0orRvgL2+88Qb69++P888/HxdccAFGjx6N5557rvXvNpsNe/fuRX19PQAgNjYW69evx6RJk9C/f3/cfffd+NWvfoUPP/yw9TVWqxX//Oc/YbVaMWrUKFx99dW49tpr8eCDD0b8/IjxUVYt15s51tYCTU3iAqi0kQSO8tk1NIgvPVFeLr5nZGjbDqOj1xg+cUJ8p76hodeb0Lo6oLFRPM5Gjw6e1FTxvbFRfx7NGFYHvcYw9VUHvV6D6+vp0Wrg7tH/u13XDcr/HGM4NPTu0RwMFRp61dfdo5U2ks4xxIhgAEhPT8eKFSt8/r1nz55wX/euoKAAn376aafH7dGjB1atWqVKG4m50euIUeXil5rKR2BCQa893U4nE1i1UHq69RrDTGBDQ69FBnePjjZMVqY/3D26okKsFK0HnE7GsFqkpQEHD+o3hnkNDg295tFKZzs9OjSio4GuXYGqKqGxXtZXd/doxnBopKUBP/2kP4/mgBl10Hse3bUrPToQ+FERohKpqSKZ+M9/gJdfBnr21Mf8Q0xu1KNrV+Dzz8UjgiNG6EPfqioxF5eSYJPg6doV2LsX+OEH8ZnqQV+ACaxapKUJj96zhx4tK3r06OpqerRauHu03a4PfQHGsFooeTQ9Wl66dgV27BCF4JEj9aFvTY2Y19ZqpUeHiuLRe/cCDoc+9AUYw2qhePRXXwEvvQT06qUPjdnZHhwsBBOiEh98ANx3n2cvWX4+sGyZmJtXK3jxU4eiIuC228RiAwp60jc9XTwSQ4KjqAj49a+Bo0fF73/6kz70tdtFUQtgDIfK++/r26OZwIYGPVpu9OrRDodrBCtjODT07tG8BoeGXj1a6WxPTxfT6JHgaOvRTz6pD33dPZoxHBp69WgOmAkO2h0hKlBUBFx6aftHJYqLxfaiIm3aBbDIoAaKvu7JK6AvfXnxCx5FXyV5VdCDvidPiiQ2Lg5ITtauHUZHzx7NBDZ09OzR1Dd0jODRsbH06FDQs0czzwodPXs09Q0do3h0ly7atcPo0KPlg4VgQkLEbgfuvFM8KtEWZducOWK/SNPcLB5LBTh5erDoWV+AF79Qob7yo2eNbTaXR1Pj4NCzvgBjOFSMoi8724NHzxrbbGIKLoAxHCx61hdgDIeKUfRl/AaPnjWmRwcPC8GEhMjmzcCRI77/7nQChw+L/SKN0muXnAzEx0f+/WVAz/oCTGBDxSj6MrkJHj1rrOiblESPDhY96wswhkNF7/pyxHfo6FljJY9OTNTPIsFGQ8/6AvToUKG+8qNnjenRwcNCMCEhcuyYuvupCW9QQkfP+tbXiy+AI76DRc/6Akxg1UDPGlPf0NGzvg0N9OhQ0bO+AGNYDfSsMTvbQ0fP+jY2AnV14md6dHDoWV+AMawGetaY1+DgYSGYkBDJyVF3PzWhOYaOnvVVekFTU8WK9CRw9KwvwARWDfSsMT06dIygb9euQExM5N9fBvSsL8AYVgM9a8wBFaGjZ33p0aGjZ30BxrAa6FljXoODh4VgQkJkzBixYqav1cAtFqCgQOwXaWiOoaNnfZnchI6e9a2pEfN8R0WJYj8JDj1rTI8OHeorN3rW192j09Ii//6yoGeNGcOhQ33lRs/61tbSo9VAzxpzwEzwsBBMSIhYrcCyZeLntgap/L50qdgvkjgcrhGjTHCCpyN9FbTQF2ACqwZG0Dc9XSSxJDiM4NFMYIPHCDFMfYPHCPqmpdGjQ8EIHs08K3j0HMMcUBE6RtCXHh0aevZo3gsHD0OCEBUoLARWrgTy8jy35+eL7YWFkW9TZaUwyNhYoEuXyL+/TPjSNy9PO30BXvzUwpe+3bppqy9vUNRDjx5dVSVWWI6JoUeHil49mjGsDnr1aF6D1UPPHh0dDaSkRP79ZUKvHs0YVgd6tPzo0aOrq+nRocBZJQlRicJC4JJLgHXrhCGmpgIPPwzExWnTHvfRhL56aIn/KPpu3gz8859ihdSbbgIGDNCmPS0t4iYFYIKjBu767tgBlJYC48cDF16oXZuYwKqLN4/+wx+A+Hht2uOuLz06dOjRcqNnj+aIb3Vo69Fdu4o8mh4tB3r06MpK8TNjOHTc9f38c6CkBBg3DvjFL7RrE/NodVE0Xr8eeOcd7T3avbOdHh04LAQToiJWKzBlirjw1NUBJ08C3btr0xbeoKiP1QqMHSuK+1995XpkUAsqKkQSnZAAJCZq1w6ZUPQdMAB4/31t9QWYwIYDbx7NBUzkQYnh+Hhgzx5tY/jkSXq02ij6DhwIvPcePVpGFI+uqBDze2rp0dRXfdp6tPIZa4Hi0fHx9Gi1oEfLj9UKTJ4sPtvaWqFxbq42baG+ocGpIQgJA1lZ4ntZWeTf224HNm0CioqAvXu5yFQ4UPQ9flyb97fbgY8/FqOiiovF70Q9MjLEXGINDSLJiTR2O7B2LbBxI2M4XGgZw/To8EOPlhs9ePS6dcCGDYzhcKGHPPrdd4W+XGRKffTk0UeP0qPVRvHoxkaxqGakoUeHHz3k0YpHU9/g4IhgQsJAVhbw00+RN8eiIuDOO4EjR1zb3nwT+POftZufSUays8X38nIxD3MkFyDwpvEzz4hJ/KmxOkRHixu/EydEDCcnR+69ven7979TX7XJzhYeHekiAz06Mig3KPRoObFaxbRX5eUihunR8pGVBRw4wDxaVhSPPnFCFHUiucgUPTr8uHv08eORXQeBHh0Z6NHGhyOCCQkDWvSSFRUBl17qaYwAcOyY2F5UFLm2yE5Kipgewn1F6UjgS+PiYmqsNnqKYeqrPnrSlx6tPu4eHclHjxnDkUNPMUx91UdP+tKj1SclRUzJwDxaXpRBM5HscKe+kUNP+tKjg4OFYELCgJLAVleLx2LCjd0uesecTt/7zJnDR5/UJNKPLXaksbKNGqtHpBMc6htZlPitqaFHy0qkC0mM4chCfeWGHi0/jGG5ob5yo6xBVFsrpmkKN/Ro9WEhmJAwEBcnVtIEXAsChZPNm9v3jrnjdAKHD4v9iDpEOsGhxpHF/dHyjpIOtaC+kSU21uXRkYhh6ht5lM4cerScuOtLj5aP2FjXvI+R6JClvpEn0gMqqHFkYR4tN+4ezTzamLAQTEiYiGSCc+yYuvuRzol0IZgaR5a0NDFXcHMzUFUV/vejvpEnkjFMfSMPPVpuUlOFR9ts9GhZoUfLDT1abpQ82mYDKivD/37UN/LQo40NC8GEhIlImmNOjrr7kc5RRiOdPAm0tIT//ahxZImKEqseA4xhWYnk9B/UN/Io1+CTJ8WNaLihxpElKsr1aCpjWE6YR8sNPVpuLBaXRzOG5YQebWxYCCYkTETysdQxY4D8fHHR9YbFAhQUiP2IOiQmAklJ4lGUSEz/QY0jD2NYbiKZwFLfyEOPlh/GsNzwGiw3iYlAcrL4mR4tJ5HscKe+kYf6GhsWggkJExkZwpTq64G6uvC+l9UKLFvm/W+KYS5dKvYj6hHJ6T8Ujb3Ns0WNw4MW+nqD+oaHjAwxqrChQSx2EU6orzZEslBIj448WujrDeobHujR8kOPlht6tNwoHt3YKBb2DCfUV30MUwiuqKjAVVddhZSUFKSmpuLGG29EbQdZwU8//QSLxeL165133mndz9vf33rrrUicEpGc6GggPV38HIkLYGEhsHKl6zEchfx8sb2wMPxtMBuRnt+ssBD4y19ck/MrUOPwoOh74gTgcIT//QoLgbffFvOquUN9w0N0tOuzpkfLSaQXjKNHRxZF3/LyyHn03/9Oj44UVqsrj45Ehyw9OvJEesG4wkLgr3+lR0cKLfJoenTkcPdo5tHGI1rrBvjLVVddhWPHjmHdunWw2WyYOXMmbr75ZqxYscLr/gUFBTjWZrbo5557Dk888QSmTp3qsf2ll17ClClTWn9PbXt1ICRIsrLExa+sDOjZM/zvV1goRk385z9Anz7AwIHiEQn2joWHSBeCAWDIEOCRR8R8apmZYi4kahweunYVq+I2NwMVFe0Tj3Bw7rnAkiXAwYPA4MHUN9woHn38ONCrV/jfr7BQPCGyezc9OhJo4dFDh9KjI0VKChAXBzQ1Rc6jx4yhR0eSrCxR6D9+HOjdO/zvR4+OLFp6dHOzeH/GcPhISQHi48WI0RMnXHqHE+bRkUULj66vB778UrzfoEHUN1gMUQj+7rvvsHr1anz++ecYPnw4AODpp5/GBRdcgD/+8Y/Izc1t9xqr1Yru3bt7bPvHP/6Byy+/HMnKhET/IzU1td2+hKhBVhbw7bfAhg3A/v3hvxhVV4uL7YABwPXXixFvJHxkZYke7s8/FzeiPXqE/2JUUiIew5k6FejbN3zvQwTp6cCnnwIvvwwMHx45fceNAyZNCt/7EEF2dmQ9uqZGPOZMj44M9Gj5SU8HNm0CXnoJOPNMerRsZGUB33wDbNwI/Pe/9GjZUDz6iy9EYTYSHn3smIjhCy6gR0eCtDTh0S+/HFmPHjsWmDw5fO9DBJH26NpaUQju3194dExMeN7HDBji8rZt2zakpqa2FoEBYMKECYiKisL27dvxy1/+stNj7Ny5E7t378YzzzzT7m933HEHbrrpJvTu3Ru33norZs6cCYuvmagBNDU1oampqfX36upqAIDNZoMtEsueaoxyjmY411DZsQNYsMCCykrAanXCYgHy8oDHHgMuukj99zt8GLDbLcjIAJxOZ0RW4TUzH30ELFpkQUVFZPS12YCyMgucTiAzMzh9Gb/+8+GHwJ13WlBaKuafslqdYdUXAA4ftsBuBzIyGL+RYPv2yHr0oUPCo9PTg/doxrD//POfLo+OinIiKir8Hl1aKjyaMRx+tPDoI0dC92jGsP9E2qOVPDoUjyb+Y0SPZvz6j5Z5dLD3SSQwtPJo8QQQY7gtgZyTxen0NmW6vliyZAleeeUV7N2712N7dnY2Fi9ejNtuu63TY9x+++3YtGkTvv32W4/tDz30EMaPH4/ExESsXbsWCxcuxOOPP47f/OY3Po+1aNEiLF68uN32FStWIDEx0c+zImbA4QA2bDgFDocFo0cXIympJazv9803GThyJBm9elXjZz87Gdb3IoI9ezJx7FgS+vatRJ8+VWF9r/LyeOzc2Q0JCS0499zisL4XEZSWJmD37mx06dKMs88+1vkLQsDpBD75pAA2WxTOOusYunZtDuv7EeHRGzeeArvdgnPOKUZycmQ8umfPavTrR4+OBFp4dHx8C847jx4dCcrKEvDll5H36JEjjyE1lR4dbujR8vPVV5k4ejQyHn3iRDy++IIeHUkUj05OtuGcc46G9b3o0ZHH06OPIjk5vMXVb75Jx5EjXejRPqivr8eMGTNQVVWFlJSUDvfVtBB877334rHHHutwn++++w5FRUUhFYIbGhqQk5ODBx54AHfffXeH+y5YsAAvvfQSDh8+7HMfbyOCCwoKUF5e3ukHLgM2mw3r1q3DxIkTEcPx+F6x24HTTweKi0WvldPp6ukG0NpbtmePuo9O/P3vFlRXA5MmOXHKKeodl3jirq/DATgcltaebiB8+u7cacGXX4pH2caODc66Gb+d466v0yliGHD1dIdL34oKoKjIguho4NprXX5B1Ecrj37nHQuqqoCJE53o0SO4YzCGO8fIHk06x+gezRjuHK09esIEZ0TW9jArWnn0rl3Arl0W9OkDjBvHPDpcaOXRJ08C777LPDoSaOXRK1eK0ceheLTMMVxdXY3MzEy/CsGaTg1x99134/rrr+9wn969e6N79+4oa7OcaEtLCyoqKvya23flypWor6/Htdde2+m+I0eOxEMPPYSmpibExcV53ScuLs7r32JiYqT7Z+oIs51vIPzrX8C+fR3v8+OPwL//LeYwUoOGBrHAhdUqVs+kNOFDC30BMRG/1QoUFISuL+PXN770dX/aJhz6njgh9M3NFQsgkfChRQw3Noq5zdTyaMawb7Ty6PJyXoMjgSwezRj2jdYerUaeRXzDPFputPJo5Rqck8M8Otxo5dE1NYzhjgjkfDQtBGdlZSHLj+UjR40ahcrKSuzcuRPDhg0DAGzcuBEOhwMjR47s9PUvvPACLr74Yr/ea/fu3UhLS/NZBCbEH475+XSiv/v5Q0mJ+J6ezotfuNFCX7sdUPrDuLZleNFCX/fj5eSoe1zSHi09Oi1NrKJNwocW+jocQGmp+JkeHV608mglhqlv+KFHy41WHs08OjJo7dHMo8OPlh6dmkqPVgNDLBY3YMAATJkyBbNmzcLy5cths9kwe/ZsTJ8+Hbm5uQCA4uJinH/++Xj11VcxYsSI1tfu27cPn332GVatWtXuuB9++CFKS0tx1llnIT4+HuvWrcOSJUvw29/+NmLnRuTE3wuQmhcqxWiZ3IQfLfQtLxfF4Ph4cQEk4UMLfQEWGSKJlh7NG5Two4W+x4+7PDotTb3jkvZo5dGM4cihhca8BkcOrfLolhYxWIZ5dHhhHi0/Wno0r8HqYJiZU9544w30798f559/Pi644AKMHj0azz33XOvfbTYb9u7di/r6eo/Xvfjii8jPz8ekSZPaHTMmJgbPPPMMRo0ahaFDh+LZZ5/Fk08+iYULF4b9fIjcjBkjHg21WLz/3WIRjzSMGaPee/LiFzmor9xooW9NjZjaJSoKyM5W77jEO4xhuaG+cqOFvrW19OhIooXGLPRHDq092tf7EnXQyqNra4VHd+um3nGJd7SOYRI6hikEp6enY8WKFaipqUFVVRVefPFFJCcnt/69Z8+ecDqdGNtmEpIlS5bg0KFDiPIyW/iUKVPw5ZdfoqamBrW1tdi9ezduueUWr/sSEghWK7Bsmfi5rUEqvy9dqt7k6TabmLsOYAIbCTrSV0FNfQHeoEQSLfRVkpvMTCDaEM/qGBstPLq8XPzMBDb8aBnD1Df8aHkNpkdHBnq03DCPlhvm0fITaY9uaXF5NGNYHVjxJCRMFBYCK1eKFTPdycsT2wsL1Xkfux147z1g+3bg8GHOmRMpfOmbk6O+vp98Arz/PrB3L+DHVOdEBXzpm5Wlvr6bNgGvvUZ9I40WHn3oEJCQoM5xScdE2qPfe48xHEki7dGvv059Iw09Wm7o0XLDPFp+Iu3R//43cPAgPVotLE6n06l1I4xOdXU1unbtiqqqKqSkpGjdnLBjs9mwatUqXHDBBdKttBgO7Hbgs8+Av/8dSEwE7rpLPEqhBkVFwJ13AkeOuLbl54seOrXMl3SM3Q5s3iySzNpa4OKLgfPOU+fY3vTNywOeeip4fRm/gaHo++23wP79wOmnA9ddp85jhd707d4deOYZxm8kUTz6nXdEcjlnjnicTQ3C4dGM4cBQYnjTJjEFi949mgSGET2aMRwYRvNoEhhG82jGb2AY0aNJYCgav/OOGJB2553AKaeoc2zm0YERSF2SI4IJCTNWKzBuHHD55UC/fsDRo+oct6gIuPRST2MEgOJisb2oSJ33IR1jtQJjxwI33BAZfY8epb6RRNH31luB004Dmptd07CEgi99S0qob6RRPPqyy0QMq7XCMT1aH9Cj5cabRyuPj4YCPVo/MI+WG3q03Lh79Omn06NlRNFYyaPp0caAhWBCIoQyeuHw4dCPZbeL3jFv4/mVbXPmiP1IZMjNFQsU1NQAVVWhHYv66o+oKNejT4cOhXasjvRVoL6RR/HoUPUFGMN6xN2jKytDOxb11R/uHh1qnkWP1ifMo+UmN1cUlOjRckKPlh96tLFgIZiQCKFMB3HiBFBfH9qxNm9u3zvmjtMpTHjz5tDeh/hPTIxrgZFQL4DUV58oCU5H2vgD9dUnikdXVNCjZSQ62rXACGNYTtS6CaW++kQpIlVUAHV1oR2LGusPd49mDMsJPVpu8vLElB8nT4rpEkOBGocfFoIJiRDx8a4J7EO9APr76LJajzgT/1DmQ6K+cqIksKWlQFNT8MehvvokPh7IzhY/M4blRK1R39RXnyj6lpXRo2WEHi0/Socs9ZUTRV96tJy41zpC7XCnxuGHhWBCIohaPaFKj7la+xF1UBKco0eBlpbgj0N99UlyMpCaKnqhi4uDPw711S/0aLlR9D12jB4tI8nJQFoaPVpm6NFyowyooEfLibtHh1IopL76Ra1BUdQ4/LAQTEgEURLY4mLA4Qj+OGPGuIqO3rBYxHuNGRP8e5DASU8HkpLEfEUlJcEfh/rqFzVuQhV9fa2YTH21w336D3q0fKSliRtRuz20USTUV7/Qo+WGebTcpKbSo2WHHi03StzRo/UPC8GERJDsbDGX7J49wHPPAZs2BTfJudUKLFvm/W/KRXHpUrEfiSwFBeLC9957wJtvBqcx9dUvir5r14aur7cFEKivtmRlCY/+6ivg2Wfp0TKixPD779OjZYQeLTdZWUBsLD1aZujRcqPou24dsGIFPVo23D16+XJ6tK5xkpCpqqpyAv/P3n2HR1Wmbxy/JyEEAoQOSUjoSO9NRIpIx4IgirAKrisrggqsXURgURQbFiyLriCK2FmauAgiHRFkBaQI0kNACCSQkGQyeX9/5DdjQkJImXYm3891cZE5M7nPc96T82by5OQcmYSEBF+X4hVpaWlm4cKFJi0tzdelWM6XXxpTpYoxmd+6Mv9FR2cuLyiHw5ixY42pUCF7XkxM4fLgHm+9lXOfFHYfT53q/v3L8Vs0n31mTMWK7tm///oXx6+/cfcc/cADHMP+5u23/XuORtFYYY7mGC48K8zRKBp/n6M5fovGCnM0Cs8Kc3QgH8MF6UvajMntdykoiMTERJUvX14JCQkKDw/3dTkeZ7fbtWzZMvXv318hISG+LscyvvpKuvXWnL+9dP5W64svpEGD8p93+LD07beZF2aPicm8FEFkZOafSPDbMd/46itp8OCcywuzjx0Oad48KSVFqlJFstvds385fgvP3cfw6tXSnj2Z+7ZKFY5fX3P3/j1yRFq+XAoNzZyjT57kGPY1K8zRKDyrzNEcw4VjlTkahWeFOZrjt/A8NUenpWWeicrx61vu3r9Hj0rffJN5hnHNmryPzo+C9CVLeKkmoFhzOKSHHsr9T1iMyZwgx42Tbr45/xPb/v2Z/zdoIHXq5LZSUUjOfZybwuzjI0cy39iUK5f5pvhy18GCd7j7GE5Plw4elIKCpCFDpIgIt5eMAvDEHP3bb5n/N2ggXXON20pFIbl7jj56lDnanzBHBzZPv49mjvY9T83RZcsyR/sDT87Rt93GHO1rnn4f3bmz20rF/+MawYAXrF2b991Rjcl8w7J2bf7y7PbMM4KlzMkRvufufez8AaV+fd68+gN379/DhzOP43LlePPqD5ijA5+797HzBxTmaP/g7v175Mifc3T16u6pEYXniTn60KHMj+vXL3J5cAPeRwc2T83RZcsyR/sDd+/f9PQ/52jeR3sGjWDAC/J759v8vu7gwcwJskKFzD93gu+5cx+npdFE8jfuPoazNpHge+7ev4cOZc7R5ctn/rkifM/dc/SRI5kfcwz7B0/O0TSRfM9Tc3R4eOaNnOF7vI8ObO4+hmn0+xfmaOvh0hCAF0RGuud1Dkfmb9KWLcv8eOjQotcG93DHPnbu359+yvxG2bGjVKmSe+pD0bjzGF65MvM6Ws4/KYfveWqOvv32otcG9/DEHN2hg1S5snvqQ9G4e47+8svMObog1zOE5zBHBz53ztFbt0qxsczR/sTdc/QXXzBH+xN3z9HffJPZCL7ttqLXhsvw+K3rioGC3J0vEATynRY9JT09846ZNlv2u146/9lsmXfATE+/fMaXX2ZmZP28qCjujOovirqPc9u/1aq5f/9y/BaOp47hwt5JF+5lpTmaY7hwrDJHo3CsNEdzDBfclfav807y/jBHo3CsMkdz/BaOleZoFJyV5uhAPoYL0pfk0hCAFwQHS6+9lvlxbn++Yow0c+blL57uvAvnpdfeOXEic/lXX7m1XBTClfaxdPl9fLn9e+oU+9dfeOoYPn6cfewPmKMDH3N0YGOODmxFOX4l5mgrYI4ObMzRgY052npoBANeMmhQ5p+x1KiRfXnFitKjj17+T1uudBdOKfMunA6HW8tFIeS1jz/8MPd9nNf+dWL/+oe89u/LL3MMW11e+/eRR9i/gSCvfTx3LnO01eW1f196iWPY6pijAx9zdGBjjg5szNHWYjMmr2kT+ZGYmKjy5csrISFB4eHhvi7H4+x2u5YtW6b+/fsrJCTE1+VYjvPaNydOZF636siRzGvgVKqU+VxkpNSly5+/MVu9Wrruuivnfv+91L27JytHfmXdx0ePZl7o/qqrpKCgzGVZ97G39y/Hb9Fl3b/p6VJSklSqlBQTk3n2CcewtV1ujq5YUcrI8P3+5Rguutzm6AYNMvepr+doFF3W/etwSBcu+NcczTFcNP4+R6Po/HmO5vgtOn+fo1E0/j5HB/IxXJC+JDeLA7wsODj7JPb889ILL0jnzv25LDo6888rBg1y/1044XlZ9/GpU9KkSdKTT0pnz/75Guc+Tk3NXyb7139k3b8ZGdLDD0sffMAxHCiYowNfbnP0E0/kvo+Zo62HOTqwMUcHvqz7+I8/pKefZo4OJMzRgY052hpoBAM+9NVXmW9sLnX8uDR4sDRlimS35y8rv3frhHetWye9+27O5ceOZe7jwYPzl8P+9U8LF0qvvppzOcdwYGCODnzM0YGNOTqwMUcHvrVrmaMDGXN0YGOO9l+WuTTEs88+q6VLl2r79u0qWbKkzmX9lcJlGGP0zDPPaPbs2Tp37pw6d+6st99+Ww0aNHC9Jj4+Xg888IAWL16soKAgDR48WK+99prKli2b79q4NAQKw+GQatfOeVH0grLZMn+rdvDg5S/ADt9wxz529/7l+HUfjuHA5q/7l2PYffxxjob7cAwHNn/dv3Aff5yjOX7dh2M4sPnr/g3kY7ggfUnL3CwuLS1NQ4YM0ejRo/P9OTNmzNDrr7+ud955R5s3b1aZMmXUp08fpaSkuF4zfPhw7dq1SytWrNCSJUu0Zs0ajRo1yhObAGSzdq17JkYp77twwneKuo/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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "freq_sine = 20 # ค่าความถี่ของฟังก์ชัน sine (Hz)\n", "f_s = 500 # อัตราการเก็บข้อมูล หรือ sampling rate (samples/s หรือ Hz)\n", "duration = 0.5 # ระยะเวลาของ signal (s)\n", "\n", "# สร้าง time signal ที่เป็นฟังก์ชัน sine ที่มีความถี่ 'freq_sine' Hz ที่มีค่า sampling rate อยู่ที่ 'f_s' แสดงถึง discrete-time signal ที่เก็บมา\n", "x_sampled, t_sampled = generate_sine_wave(freq=freq_sine, f_s=f_s, duration=duration)\n", "\n", "# คำนวณ DFT ของ x[n] และ แกน freq สำหรับใช้ plot\n", "X_fft, freq = compute_DFT(x_sampled, f_s)\n", "\n", "# Plot ผลที่ได้\n", "plot_discrete_time_freq_signal(x_sampled, X_fft, freq)" ] }, { "cell_type": "markdown", "metadata": { "id": "30mQqvO-MJ9k" }, "source": [ "จะเห็นได้ว่า DFT ของ signal ด้านบน $X[k]$ มี peak อยู่ที่ 20 Hz (และ -20 Hz) พอดี โดยที่ไม่มีความถี่อื่น ๆ เลย สอดคล้องกับ $x[n]$ ซึ่งเป็นฟังก์ชัน sine ที่ความถี่ 20 Hz\n", "\n", "**หมายเหตุ** โดยปกติแล้ว หากเราใช้ sampling rate ที่มีค่าเป็น $f_s$\n", "เรามักจะแสดงผลของ DFT โดยกำหนดให้แกน frequency มีค่าความถี่น้อยสุดอยู่ที่ $-f_s$ และค่าความถี่มากสุดอยู่ที่ $f_s$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### ตัวอย่างที่ 2\n", "ต่อไปเรามาลองทดสอบดู signal $x[n]$ ที่มีค่าความถี่มากกว่า 1 ค่า เช่น\n", "\n", "$x[n]$ คือ signal ที่ถูกเก็บข้อมูลมาจาก $x_c(t)= \\sin (2π \\times 20t) + 0.5 \\sin (2π \\times 50t)$" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "E14AI68xKpGb", "outputId": "a5965abd-7498-4055-e6a0-f5fa9d6d5fd0" }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# กำหนดค่า sampling rate\n", "f_s = 500\n", "\n", "# สร้าง discrete time signal ที่เป็นฟังก์ชัน sine ที่มีความถี่ 20 Hz\n", "x_sampled_20Hz, t_sampled = generate_sine_wave(freq=20, f_s=f_s, duration=duration)\n", "\n", "# สร้าง discrete time signal ที่เป็นฟังก์ชัน sine ที่มีความถี่ 50 Hz\n", "x_sampled_50Hz, t_sampled = generate_sine_wave(freq=50, f_s=f_s, duration=duration)\n", "\n", "# สร้าง signal ที่เกิดจากการนำเอา signal ด้านบนทั้งสองตัวมาบวกกัน โดย signal ที่มีความถี่ 50 Hz จะถูกลด amplitude มาครึ่งหนึ่ง\n", "x_combined = x_sampled_20Hz + 0.5*x_sampled_50Hz\n", "\n", "# คำนวณ DFT ของ signal นี้\n", "X_fft, freq = compute_DFT(x_combined, f_s)\n", "\n", "# แสดงผล\n", "plot_discrete_time_freq_signal(x_combined, X_fft, freq)" ] }, { "cell_type": "markdown", "metadata": { "id": "ldlFG369Og3t" }, "source": [ "จากกราฟด้านบนจะเห็นได้ว่า DFT ของ signal มีคุณสมบัติที่สอดคล้องกับคุณสมบัติของ $x[n]$ ซึ่งเป็น signal ที่ถูกเก็บข้อมูลมาจาก $x_c(t)= \\sin (2π \\times 20t) + 0.5 \\sin(2π \\times 50t)$ ดังนี้\n", "\n", "* มี peak อยู่ที่ $\\pm 20$ Hz และ $\\pm 50$ Hz\n", "* peak ที่ความถี่ $\\pm 50$ Hz มีความสูงแค่ครึ่งเดียวของ peak ที่ความถี่ $\\pm 20$ Hz\n", "\n", "\n", "ถ้าหากเรามอง signal ใน time domain เราก็อาจจะบอกได้ยากว่า signal นี้เกิดจากการนำเอา signal ที่มีความถี่เท่าไหร่ มารวมกันบ้าง โดยเฉพาะในกรณีที่ signal เราซับซ้อนมาก ๆ ซึ่ง DFT ก็เป็นหนึ่งในเทคนิคที่จะมาช่วยเราดูข้อมูลในส่วนนี้ได้\n", "\n", "

" ] }, { "cell_type": "markdown", "metadata": { "id": "wB4Oa8r2aQkg" }, "source": [ "## Simple Filtering\n", "\n", "สมมติว่าเราสืบทราบมาว่า signal จากตัวอย่างด้านบน มีที่มาจากสัญญาณสมองที่มีความถี่ไม่เกิน 30 Hz เท่านั้น แต่พอเรามาวิเคราะห์ใน frequency domain เรากลับเจอความถี่ที่ 20 Hz และ 50 Hz\n", "\n", "ในการเก็บข้อมูลทาง biomedical เรามักจะพบเจอสัญญาณรบกวนที่เรียกว่า Powerline noise ซึ่งเป็นสัญญาณที่มักมีค่าหลักอยู่ที่ 50 Hz และ 60 Hz (และ harmonics ของมัน) ขึ้นอยู่กับสถานที่ที่เราเก็บข้อมูล\n", "\n", "
\n", "\n", "เนื่องจากสถานการณ์นี้กำหนดให้เราสนใจสัญญาณสมองที่มีความถี่ไม่เกิน 30 Hz เท่านั้น และ เราพบว่ามีสัญญาณแปลก ๆ ที่ค่า 50 Hz ซึ่งคาดการณ์ว่าจะเป็น powerline noise ทำให้เวลาเราจะนำเอา signal นี้ไปวิเคราะห์หรือประมวลผลต่อ เราควรกำจัดสัญญาณรบกวนที่เราเจอที่ 50 Hz ทิ้งไป\n", "\n", "

\n", "\n", "เรามาลองลบสัญญาณที่ 50 Hz นี้ โดยการ\n", "\n", "1. แปลงข้อมูลให้ไปอยู่ใน frequency domain โดยการใช้ `fft` ($X[k] = \\text{FFT}\\{x[n]\\}$)\n", "\n", "2. สร้างฟังก์ชัน $W[k]$ ที่มีค่าเป็น 0 ตรงค่าความถี่ที่เราต้องการกำจัด และมีค่าเป็น 1 ตรงค่าความถี่ที่เราต้องการเก็บไว้ ในที่นี่เราจะเรียก $W$ ว่าเป็น window หรือ filter\n", "\n", "3. คำนวนผลลัพธ์โดยการใช้สมการ $X_\\text{filtered}[k] = X[k] \\times W[k]$ สำหรับทุกค่า $k$ เพื่อลบ peak ของ $X[k]$ ที่ $\\pm 50$ Hz ออกใน frequency domain (ในทางเทคนิค จะเรียกว่า filter ข้อมูลที่ $\\pm 50$ Hz ทิ้งไป)\n", "\n", "4. แปลง $X_\\text{filtered}[k]$ ซึ่งเป็นข้อมูลที่ถูก filter แล้วใน frequency domain กลับมาสู่ time domain โดยการคำนวณ Inverse Discrete Fourier Transform (IDFT) ผ่านการเรียกใช้ `ifft` ของ `scipy`" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "id": "ztD9GJTiOQwM" }, "outputs": [], "source": [ "def compute_and_plot_filtered_signal(x_sampled, f_s):\n", "\n", " # Step 1: ใช้ DFT ในการแปลงข้อมูลเข้าสู่ frequency domain\n", " X_fft, freq = compute_DFT(x_sampled, f_s)\n", "\n", " # Step 2: สร้าง Window function ใน frequency domain, W[k] โดยในที่นี้จะลองสร้างเป็น window สำหรับ ลบข้อมูลความถี่ที่มีค่ามากกว่า 30 Hz หรือความถี่น้อยกว่า -30 Hz\n", " W_fft = np.ones_like(X_fft)\n", " W_fft[(freq < -30) | (freq > 30)] = 0\n", "\n", " # Step 3: คำนวณ X[k]*W[k] สำหรับทุกค่า k\n", " X_fft_filtered = X_fft * W_fft\n", "\n", " # Step 4: แปลงค่า X_fft_filtered กลับมาสู่ time domain เพื่อดูผล\n", " x_filtered = ifft(X_fft_filtered)\n", "\n", " # ลองแปลงค่า W กลับมาสู่ time domain เช่นกัน\n", " w = ifftshift(ifft(W_fft))\n", "\n", " # Plot signal ก่อนและหลังการ filter\n", " fig, ax = plt.subplots(3, 2, figsize=(18, 12))\n", " fig.tight_layout(pad=5.0)\n", "\n", " # Plot x[n]\n", " ax[0, 0].scatter(range(x_sampled.shape[0]), x_sampled, c='b')\n", " ax[0, 0].plot(range(x_sampled.shape[0]), x_sampled, c='b', alpha=0.4) # plot เส้นลากผ่านจุดที่เก็บมา เพื่อให้เห็นหน้าตาของข้อมูลโดยคร่าว ๆ\n", " ax[0, 0].set(xlabel='n', ylabel='x[n]')\n", " ax[0, 0].set_title(f\"Discrete time signal x[n] sampled from \" + r\"$x_c(t)$\")\n", " ax[0, 0].grid(True)\n", "\n", " # Plot w[n]\n", " ax[1, 0].scatter(range(w.shape[0]), np.real(w), c='b')\n", " ax[1, 0].plot(range(w.shape[0]), np.real(w), c='b', alpha=0.4) # plot เส้นลากผ่านจุดที่เก็บมา เพื่อให้เห็นหน้าตาของข้อมูลโดยคร่าว ๆ\n", " ax[1, 0].set(xlabel='n', ylabel='w[n]')\n", " ax[1, 0].set_title(f\"Window function to be used for filtering\")\n", " ax[1, 0].grid(True)\n", "\n", " # Plot x_filtered[n]\n", " ax[2, 0].scatter(range(x_filtered.shape[0]), np.real(x_filtered), c='b')\n", " ax[2, 0].plot(range(x_filtered.shape[0]), np.real(x_filtered), c='b', alpha=0.4) # plot เส้นลากผ่านจุดที่เก็บมา เพื่อให้เห็นหน้าตาของข้อมูลโดยคร่าว ๆ\n", " ax[2, 0].set(xlabel='n', ylabel='Filtered x[n]')\n", " ax[2, 0].set_title(f\"Filtered x[n]\")\n", " ax[2, 0].grid(True)\n", "\n", " # Plot X[k]\n", " ax[0, 1].scatter(freq, np.abs(X_fft), c='b')\n", " ax[0, 1].plot(freq, np.abs(X_fft), 'b', alpha=0.4)\n", " ax[0, 1].set(xlabel='Frequency (Hz)', ylabel='|X[k]|')\n", " ax[0, 1].set_title(f\"X[k], DFT of x[n]\")\n", " ax[0, 1].set_xticks(np.arange(np.min(freq), np.max(freq), 20))\n", " ax[0, 1].set_xticklabels(ax[0, 1].get_xticks(), rotation=70)\n", " ax[0, 1].grid(True)\n", "\n", " # Plot W[k]\n", " ax[1, 1].scatter(freq, np.abs(W_fft), c='b')\n", " ax[1, 1].plot(freq, np.abs(W_fft), 'b', alpha=0.4)\n", " ax[1, 1].set(xlabel='Frequency (Hz)', ylabel='|W[k]|')\n", " ax[1, 1].set_title(f\"W[k], DFT of w[n]\")\n", " ax[1, 1].set_xticks(np.arange(np.min(freq), np.max(freq), 20))\n", " ax[1, 1].set_xticklabels(ax[1, 1].get_xticks(), rotation=70)\n", " ax[1, 1].grid(True)\n", "\n", " # Plot X_filtered[k]\n", " ax[2, 1].scatter(freq, np.abs(X_fft_filtered), c='b')\n", " ax[2, 1].plot(freq, np.abs(X_fft_filtered), 'b', alpha=0.4)\n", " ax[2, 1].set(xlabel='Frequency (Hz)', ylabel='|Filtered X[k]|')\n", " ax[2, 1].set_title(f\"Filtered X[k]\")\n", " ax[2, 1].set_xticks(np.arange(np.min(freq), np.max(freq), 20))\n", " ax[2, 1].set_xticklabels(ax[2, 1].get_xticks(), rotation=70)\n", " ax[2, 1].grid(True)\n", "\n", " plt.show()\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "BkNGfu6W8h9H", "outputId": "73d2b6ed-36c1-4c40-f783-e503529cef44" }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "compute_and_plot_filtered_signal(x_combined, f_s)" ] }, { "cell_type": "markdown", "metadata": { "id": "Xmdt6gKO-jZs" }, "source": [ "จากการสำรวจผลทั้งใน time domain (ภาพซ้ายล่าง) และใน frequency domain (ภาพขวาล่าง) พบว่าข้อมูลค่าความถี่ $\\pm 50$ Hz ซึ่งเราสันนิษฐานว่าเป็นสัญญาณรบกวน ได้ถูกกำจัดออกไป\n", "\n", "
\n", "\n", "ในตัวอย่างนี้เราใช้ $W[k]$ ที่มีค่าเป็น 0 ในบริเวณค่าความถี่ที่เราต้องการกำจัด และมีค่าเป็น 1 ในบริเวณค่าความถี่ที่เหลือ ฟังก์ชัน window ที่มีลักษณะแบบนี้มีชื่อเรียกว่า rectangular window เนื่องจากเป็น window ที่มีหน้าตาเหมือนสีเหลี่ยมผืนผ้า (rectangle) นั่นเอง\n", "\n", "
\n", "\n", "หากได้มีโอกาสศึกษาเพิ่มเติมจะทราบว่า rectangular window มีข้อจำกัดหลายอย่าง ซึ่งในสถานการณ์จริง มี window อีกหลากหลายประเภทให้เลือกใช้ เช่น Hamming window, Hanning window, Kaiser ฯลฯ (สามารถดูตัวอย่าง window ได้จาก `scipy.signal.windows`) การเลือกใช้ window ก็ขึ้นอยู่กับสถานการณ์การทำงานของเรา" ] }, { "cell_type": "markdown", "metadata": { "id": "J_mjJqu4IzY2" }, "source": [ "## DFT properties\n", "\n", "ในตอนนี้เราจะมาดู video lecture เกี่ยวกับคุณสมบัติบางอันที่สำคัญของ DFT ที่เราจะใช้ในการทำความเข้าใจ tutorial ต่อไปกัน\n", "\n", "\n", "\n", "[Slides: Some Properties of the DFT](https://github.com/ichatnun/brainCodeCamp2023_lectures/blob/main/SignalProcessing/signal_part2c_dft_properties.pdf)" ] }, { "cell_type": "markdown", "metadata": { "id": "2g07qKXsI3YN" }, "source": [ "## Sampling and Aliasing\n", "\n", "(Optional)\n", "\n", "สุดท้ายนี้เราสามารถทำความเข้าใจเพิ่มเติมเกี่ยวกับที่มาว่าทำไมเราต้องเลือก sampling rate ที่มีค่าสูงเกินค่าบางค่า โดยจะเราจะดูพฤติกรรมของ signal ของเราทั้งใน time domain และ frequency domain เมื่อเราเปลี่ยนค่า sampling rate กัน\n", "\n", "\n", "\n", "\n", "[Slides: Sampling and Aliasing](https://github.com/ichatnun/brainCodeCamp2023_lectures/blob/main/SignalProcessing/signal_part2d_aliasing.pdf)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**ผู้จัดเตรียม code ใน tutorial**: ดร. อิทธิ ฉัตรนันทเวช" ] } ], "metadata": { "colab": { "provenance": [] }, "kernelspec": { "display_name": "Python 3", "name": "python3" }, "language_info": { "name": "python" } }, "nbformat": 4, "nbformat_minor": 0 }