2024-09-05 12:45:40 +08:00

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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "b64f2066-e38d-4578-97cd-8432d517f2ed",
"metadata": {},
"outputs": [],
"source": [
"from typing import Optional\n",
"import scipy.io.wavfile as wav\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "markdown",
"id": "6f4bec27-c0a1-4251-b9db-381d48c4efc7",
"metadata": {},
"source": [
"海明窗:\n",
"$$\r\n",
"h\\left(n\\right)=\\left\\{\\begin{array}{ll}\r\n",
"0.54 - 0.4\\cos\\left[2\\pi n / \\left(N - 1\\right)\\right], & 0 \\leq n \\leq N-1 \\\\\r\n",
"0, & \\text { 其它 }\r\n",
"\\end{array}\\right. \\\\\r\n",
"$$"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "9e8ff0ec-bf0d-4a0c-9fb2-c80124847327",
"metadata": {},
"outputs": [
{
"data": {
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"text/plain": [
"<Figure size 1500x300 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"def hamming(frame_length:int) -> np.ndarray:\n",
" # frame_length - 窗长\n",
"\n",
" n = np.arange(frame_length)\n",
" h = 0.54 - 0.4 * np.cos(2 * np.pi * n / (frame_length - 1))\n",
" \n",
" return h\n",
"\n",
"# 测试\n",
"h = hamming(128)\n",
"plt.figure(figsize=(15, 3))\n",
"plt.plot(h)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "b57cd70b-d377-499a-93f3-7e95dab2701b",
"metadata": {},
"source": [
"短时能量指在语音信号的不同时间段内,信号的能量或振幅的平均值。\n",
"\n",
"短时能量的计算公式如下:\n",
"$$\n",
" E_{n}=\\sum_{m=-\\infty}^{\\infty}[x\\left(m\\right) h\\left(n-m\\right)]^{2}=\\sum_{m=n-N+1}^{n}[x\\left(m\\right) h\\left(n-m\\right)]^{2}\n",
"$$\n",
"**计算短时能量的算法:将每一帧的语音信号提取出来,乘上窗长并平方,然后求和取平均,即可得出该帧的短时能量。将窗口移动步长个单位,重复前面的流程,直至分析完整段语音。**"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "426f9985-980d-425a-880b-04539b81cfe8",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1500x600 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"def ampf(x: np.ndarray, FrameLen: Optional[int] = 128, inc: Optional[int] = 90) -> np.ndarray:\n",
" # x - 语音时域信号\n",
" # FrameLen - 每一帧的长度\n",
" # inc - 步长\n",
"\n",
" frames = []\n",
" for i in range(0, len(x) - FrameLen, inc):\n",
" frame = x[i : i + FrameLen]\n",
" frames.append(frame)\n",
" frames = np.array(frames)\n",
"\n",
" h = hamming(frame_length=FrameLen)[::-1] / FrameLen\n",
" amp = np.dot(frames ** 2, h.T ** 2).T\n",
"\n",
" return amp\n",
"\n",
"\n",
"# 测试\n",
"sr, sound_array = wav.read(\"tang1.wav\")\n",
"sound_array = sound_array.T[0, :] if sound_array.ndim != 1 else sound_array # 双通道改单通道\n",
"sound_array = sound_array / np.max(np.abs(sound_array)) # 归一化\n",
"FrameLen = 128\n",
"inc = 90\n",
"amp = ampf(sound_array, FrameLen, inc)\n",
"rescale_rate = len(sound_array) / amp.shape[0]\n",
"frameTime = np.arange(len(amp)) * rescale_rate\n",
"plt.figure(figsize=(15, 6))\n",
"plt.subplot(2, 1, 1)\n",
"plt.plot(sound_array)\n",
"plt.subplot(2, 1, 2)\n",
"plt.plot(frameTime, amp)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "3cc27abf-c3cd-493a-96d5-eb3ba69b422e",
"metadata": {},
"source": [
"短时过零率指在语音信号的短时段内信号穿过水平线即振幅为0的次数。定义如下\r\n",
"\r\n",
"窗函数:\r\n",
"$$\r\n",
"w\\left(n\\right)=\\left\\{\\begin{array}{ll}\r\n",
"\\frac{1}{2 N}, & 0 \\leq n \\leq N-1 \\\\\r\n",
"0, & \\text { others }\r\n",
"\\end{array}\\right. \\\\\r\n",
"$$\r\n",
"短时过零率:\r\n",
"$$\r\n",
"Z_{n}=\\sum_{m=-\\infty}^{\\infty}\\left|\\operatorname{sgn}\\left[x\\left(m\\right)\\right]-\\operatorname{sgn}\\left[x\\left(m-1\\right)\\right]\\right| w\\left(n-m\\right)\r\n",
"$$\r\n",
"其中$\\operatorname{sgn}$是符号函数:\r\n",
"$$\r\n",
"\\operatorname{sgn}\\left(x\\left(n\\right)\\right)=\\left\\{\\begin{array}{ll}\r\n",
"1, & x\\left(n\\right) \\geq 0 \\\\\r\n",
"-1, & x\\left(n\\right)<0\r\n",
"\\end{array}\\right.\r\n",
"$$\r\n",
"**计算短时过零率的算法:先从语音信号中计算出过零序列(经过$\\operatorname{sgn}$转化后,后一信号减前一信号)。然后将每一帧的语音信号对应的过零序列提取出来,求和并除以帧长,即为该帧的过零率。将窗口移动步长个单位,重复前面的流程,直至分析完整段语音。**"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "1692c8c3-732d-4f06-87a1-0f8cd4390f56",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1500x600 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"def zcrf(x: np.ndarray, FrameLen: Optional[int] = 128, inc: Optional[int] = 90) -> np.ndarray:\n",
" # x - 语音时域信号\n",
" # FrameLen - 每一帧的长度\n",
" # inc - 步长\n",
"\n",
" sound = x\n",
" sgn_sound = np.sign(sound)\n",
" dif_sound = np.abs(sgn_sound[1:] - sgn_sound[:-1])\n",
" frames = []\n",
" for i in range(0, len(dif_sound) - FrameLen, inc):\n",
" frame = dif_sound[i : i + FrameLen]\n",
" frames.append(frame)\n",
" frames = np.array(frames)\n",
" \n",
" h = np.ones((FrameLen,)) / (2 * FrameLen)\n",
" zcr = np.dot(frames, h.T).T\n",
" \n",
" return zcr\n",
"\n",
"\n",
"# 测试\n",
"sr, sound_array = wav.read(\"tang1.wav\")\n",
"sound_array = sound_array.T[0, :] if sound_array.ndim != 1 else sound_array # 双通道改单通道\n",
"sound_array = sound_array / np.max(np.abs(sound_array)) # 归一化\n",
"FrameLen = 128\n",
"inc = 90\n",
"zcr = zcrf(sound_array, FrameLen, inc)\n",
"rescale_rate = len(sound_array) / amp.shape[0]\n",
"frameTime = np.arange(len(amp)) * rescale_rate\n",
"plt.figure(figsize=(15, 6))\n",
"plt.subplot(2, 1, 1)\n",
"plt.plot(sound_array)\n",
"plt.subplot(2, 1, 2)\n",
"plt.plot(frameTime, zcr)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "8d06e4b2-7b92-440b-8b3b-a1daad26e2ca",
"metadata": {},
"source": [
"将每个发音分为3个阶段\r\n",
"\r\n",
"1. 未发声阶段:此时短时能量和短时过零率都很低\r\n",
"2. 声母阶段:此时声母的塞音、擦音和塞擦音等会产生大量的高频声波,过零率较大;但是此时韵母还没发出,短时能量较低。这一阶段的开始为`x1`。\r\n",
"3. 韵母阶段此时韵母发出频率趋于平稳和下降因此此时过零率下降但短时能量激增并逐渐减少直至发声完毕回到1阶段。这一阶段的开始为`x3`,结束为`x2`。\r\n",
"\r\n",
"**一开始将阶段初始化为`1`未发声阶段;接着当过零率高于阈值时,进入`2`声母阶段,添加`x1`;接着当短时能量高于阈值时,进入`3`声母阶段,添加`x3`;在进入`2`或`3`阶段后,当短时能量和短时过零率同时低于阈值时,重置为`1`未发声阶段,添加`x2`。**\r\n",
"\r\n",
"**另外还设置了一个阈值宽度,当语音信号在大于阈值宽度的信号段满足条件才算通过。**"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "57135700-4cac-41eb-bba6-0ef50d96de82",
"metadata": {},
"outputs": [],
"source": [
"def analyze_sound(filename: str, FrameLen: Optional[int] = 128, inc: Optional[int] = 90) -> None:\n",
" sr, sound_array = wav.read(filename)\n",
" sound_array = sound_array.T[0, :] if sound_array.ndim != 1 else sound_array # 双通道改单通道\n",
" sound_array = sound_array / np.max(np.abs(sound_array)) # 归一化\n",
" \n",
" amp = ampf(sound_array, FrameLen, inc)\n",
" zcr = zcrf(sound_array, FrameLen, inc)\n",
" \n",
" rescale_rate = len(sound_array) / amp.shape[0]\n",
" frameTime = np.arange(len(amp)) * rescale_rate\n",
" # 将曲线图拉伸至和语音信号图一样长,方便分析\n",
" \n",
" x1 = []\n",
" x2 = []\n",
" x3 = []\n",
" amp2 = np.min(amp) + (np.max(amp) - np.min(amp)) * 0.05\n",
" zcr2 = np.min(zcr) + (np.max(zcr) - np.min(zcr)) * 0.04\n",
" \n",
" threshold_len = 6\n",
" state = 1\n",
" for i in range(threshold_len, len(amp) - threshold_len):\n",
" if state == 1:\n",
" if np.all(zcr[i : i + threshold_len] > zcr2):\n",
" x1.append(i * rescale_rate)\n",
" state = 2\n",
" elif state == 2:\n",
" if np.all(amp[i : i + threshold_len] > amp2):\n",
" x3.append(i * rescale_rate)\n",
" state = 3\n",
" if state != 1 and np.all(amp[i : i + threshold_len] < amp2) and np.all(zcr[i : i + threshold_len] < zcr2):\n",
" x2.append(i * rescale_rate)\n",
" state = 1\n",
" \n",
" # 绘制语音波形、短时能量、短时过零率\n",
" plt.figure(figsize=(12, 8))\n",
"\n",
" # 语音波形\n",
" plt.subplot(3, 1, 1)\n",
" plt.plot(sound_array)\n",
" plt.title(\"Waveform\")\n",
" for boundary in x1:\n",
" plt.axvline(x=boundary, color=\"r\", linestyle=\"--\", linewidth=0.8)\n",
" for boundary in x2:\n",
" plt.axvline(x=boundary, color=\"b\", linestyle=\"--\", linewidth=0.8)\n",
" for boundary in x3:\n",
" plt.axvline(x=boundary, color=\"g\", linestyle=\"--\", linewidth=0.8)\n",
" \n",
" # 短时能量\n",
" plt.subplot(3, 1, 2)\n",
" plt.plot(frameTime, amp, label=\"Energy\")\n",
" plt.axhline(y=amp2, color=\"r\", linestyle=\"--\", label=\"Energy Threshold\", linewidth=0.8)\n",
" plt.legend()\n",
" plt.title(\"Short-time Energy\")\n",
" for boundary in x1:\n",
" plt.axvline(x=boundary, color=\"r\", linestyle=\"--\", linewidth=0.8)\n",
" for boundary in x2:\n",
" plt.axvline(x=boundary, color=\"b\", linestyle=\"--\", linewidth=0.8)\n",
" for boundary in x3:\n",
" plt.axvline(x=boundary, color=\"g\", linestyle=\"--\", linewidth=0.8)\n",
" \n",
" # 短时过零率\n",
" plt.subplot(3, 1, 3)\n",
" plt.plot(frameTime, zcr, label=\"Zero Crossing Rate\")\n",
" plt.axhline(y=zcr2, color=\"r\", linestyle=\"--\", label=\"ZCR Threshold\", linewidth=0.8)\n",
" plt.legend()\n",
" plt.title(\"Short-time Zero Crossing Rate\")\n",
" for boundary in x1:\n",
" plt.axvline(x=boundary, color=\"r\", linestyle=\"--\", linewidth=0.8)\n",
" for boundary in x2:\n",
" plt.axvline(x=boundary, color=\"b\", linestyle=\"--\", linewidth=0.8)\n",
" for boundary in x3:\n",
" plt.axvline(x=boundary, color=\"g\", linestyle=\"--\", linewidth=0.8)\n",
" \n",
" plt.tight_layout()\n",
" plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "cdbe7b5a-7d7c-44d8-9f42-14e0f314a8dd",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 1200x800 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"analyze_sound(\"tang1.wav\", FrameLen=128, inc=90)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "1b308b90-4285-4b0f-a3bb-e7e59441af12",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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xQuekVFpaGtauXeuxbPXq1UhLS2Ndx2QywWw2e/wjPOXmAnFxHjf7dHuoLjyDkywnmYqVmwvExeuQG18r4LZyrbmImxGn+M06+VD1GPRHgsCV6EfN1p8Pt2R55S2gWHL2bcj3aWmCuRdzpc+TpZiuxRe1W2zRx4nQ7Ytnm7nxtZyfmbmey71iuSj9uDlwPhtDPt+Bt5YdxprDWeI3oAQl+lWIIINU+vhJcE259lFq7isuch13c4wBTdSSbV8YxPpsSWoif7lQMdR7UiovLw/79u3Dvn37AACnT5/Gvn37cO7cOQDOq5weeeQR1+ufeuopnDp1Ci+//DKOHDmCzz77DIsWLcLzzz+vRPiEEEIIIYQIUlRix12fbnU9XpGeiS3HryoYESGEECIu1Z6U2rVrF1q3bo3WrVsDAMaPH4/WrVtj8uTJAIBLly65TlABQL169bBs2TKsXr0aqamp+OCDDzB//nz06dNHkfgJIYQQQgjhy+Fg8NmGkx7Lft1zHg99uRNnr+UrFBUhhBAiLtXe6LxHjx5+vze/cOFCn+vs3btXwqgIIYQQQgiR1o18K8Z8vwfbT13z+fy56wWoU8V5U1yGYaDT6eQMjxBCCBGNjgmZOyYKZ7FYEBcXh5ycHLq/VLAYxvk92NhYQKcr/1BdeAYnWU4yFYthgFwLg1jkQmcOrC2GYZBrzUVseKzmDnhVPQb9kSBwJfpRs/Xnwy1ZBrrg8xZQLDn7NuT7tDRBJiYWuXk6afNkKaZrcQwDXZ42iy36OBG6ffFsk7HkIhexiDXrbrblK5bSvhJ73KRNX4tLOUWsz387ogO6NkpA+oUcPPzlTrzQuwkeurWO8IblokS/ChHkwFb6+Enwdsi1j1JzX3GR7bjb/xjQRC3Z9oVBrM+WpCbyl0sIFyPQ8yuq/foe0RiHA8jIcP70fqguPIOTLCeZiuVwABlnHXCcDbwtB+NARk4GHIwaO9I/VY9BfyQIXIl+1Gz9+XBLllfeAoolZ9+GfJ+WJuiwOaTPk6WYrsU27RZb9HEidPvi2abjbIbzM9PhudwrFpv44+ZCdqHfE1IAsP3kNRy7nIsnvtmFGwUlmLQ0XXjDclKiX4UIMkilj58E15RrH6XmvuIi13E3xxjQRC3Z9oVBrM+WpCbylwsVg66UckdXSglgsThnDcjJAczm8g/VhWdwkuUkU7FczcAMc875gNqyFFsQNyMOORNyYDaprSP9U/UY9EeCwJXoR83Wnw+3ZC0wB5+3gGLJ2bch36elCVoychCXbJY2T5ZiuhZnWGBO1maxRR8nQrcvnm1a4mohDhbPtnzFUtpXYo2bYpsdTSat4LXumRkD+DcsNyX6VYggB7bSx0+Ct0OufZSa+4qLXMfdHGNAE7Vk2xcGsT5bkprIXy4hXAy6UooQQgghhBAN2Xj0Cu91r+UVixgJIYQQIg86KUUIIYQQQogKPPHtbt7rtn1rDVYfuixiNIQQQoj06KQUEU9srL+H6sIzOMlykqlYsbEMEBNcW7Hhau5I/1Q9Bv2RIHAl+lGz9efDLVleeQsolpx9G/J9WpqgLHmyNOJarOFiix660O2Lj5hY52dmILHIOW44jPpml9IhBE6JfhUiyCCVPn4SXFOufZSWyXXczTEGNFFLtn1hoPwkqYn85VLBi0H3lHJD95QihBBCCCFKqTthmeD3OPF2PxgN9HdnQgghyqJ7ShF52WzAypXOn94P1YVncJLlJFOxbDZg5XI7bMtXBdyWzWHDyhMrYXOosSP9U/UY9EeCwJXoR83Wnw+3ZHnlLaBYcvZtyPdpaYK2Ipv0ebIU07W4SLvFFn2cCN2+eLZpW77K+Zlp81zuFUuReONm+IJ/BIcOAL/sPi/K+0hKiX4VIsgglT5+ElxTrn2UmvuKi1zH3RxjQBO1ZNsXBrE+W5KayF8uVAy6UsodXSklAM2+J3s8vJuh2ffUjWbf0x6afS800Ox7oqDZ9/jHJsZVUmVUPxMfzb4nKZp9zw+afS9wNPuePEK4GHSlFCGEEEIIIYQQQghRLTopRQghhBBCSAipO2EZ5m08qXQYhBBCCCc6KUXEodcDTZs6f3o/VBeewUmWk0zF0uuBpil26FOaBNyWXqdH04Sm0OvU2JH+qXoM+iNB4Er0o2brz4dbsrzyFlAsOfs25Pu0NEG9US99nizFdC02arfYoo8TodsXzzb1KU2cn5l6z+VesRhlHDdBmv73EaVDYKdEvwoRZJBKHz8JrinXPkrNfcVFruNujjGgiVqy7QuDWJ8tSU3kLxcqBt1Tyh3dU4oQQgghhChBzHtKlVH9vaUIIYSELLqnFJGX1QrMn+/86f1QXXgGJ1lOMhXLagXmz7XBOvergNuy2q2Yv2c+rHY1dqR/qh6D/kgQuBL9qNn68+GWLK+8BRRLzr4N+T4tTdCaZ5U+T5ZiuhbnabfYoo8TodsXzzatc79yfmZaPZd7xZIn47jhoe6EZWj9xipcyC5UOhRPSvSrEEEGqfTxk+Cacu2j1NxXXOQ67uYYA5qoJdu+MIj12ZLURP5yoWLQlVLu6EopAWj2Pdnj4d0Mzb6nbhIEfvraFdT/NBHZr2QjLiJOlPfkotn680Gz74UGmn1PFDT7njpm3yuve+MEfP14B8neP2g0+56kaPY9P2j2vcDR7HvyCOFi0JVShBBCAAD9P9kMAPhi8ymFIyGEEKKE6/kV9y/whBBC1I1OShFCSIjLL7YDAD5Ze0LhSAghhPiSU1iidAiEEEKIIoxKB0BChMEA9O7t/On9UF14BidZTjIVy2AAeve0wcD0CLgtg86A3g16w6BTY0f6p+ox6I8kgesRYW8NOf8Oodn68+GWrAE88hZQLDm30ZDv09IEDeEG6fNkKaZrcbh2iy36OBG6ffFs03B7D/TW2WAwGD2We8USLs64Gf3dblFC1wwl+lWIIAe20sdPgrdDrn2UmvuKi1zH3RxjQBO1ZNsXBrE+W5KayF8uVAy6p5Q7uqcUISQUud+nhGZiIoQQ9ZHyflIA0KyGGcue7SppG4QQQog7uqcUkVdxMTB1qvOn90N14RmcZDnJVKziYmDqJBuKJ70ZcFvFtmJM3TAVxTY1dqR/qh6D/kgQOIMSZBu/BwP5vh6i2frz4ZYsr7wFFEvObTTk+7Q0wWJLsfR5shTTtdii3WKLPk6Ebl882yye9KbzM7PYc7lXLBYZx40A/120QFV/h1aiX4UIMkilj58E15RrH6XmvuIi13E3xxjQRC3Z9oVBrM+WpCbylwsVg66UckdXSglAs+/JHg/vZiSafa+oxI5fdp9HjyYJqFUpSqyweVP1GPRHgsBrT1iMjMjBSC5chP2v341K0eGivK8/mq0/HzT7Xmig2fdEQbPv8YtN6iulAODg1N6IjQiTvJ2A0Ox7kqLZ9/yg2fcCR7PvySOEi0FXShFCZPXRmmOYtDQdfT7apHQoxI/Wb65GXrFN6TAIIYTILP2CRekQCCGEEC90UooQIootx68CAPKtdoUjIVxOZuUpHQIhhFR4xTY7rudbZWtv6Bc7ZGuLEEIICRTNvkfEERYGjBjh/On9UF14BidZTjIVKywMGPGoDWEYFnBbYfowjGg9AmF67ter7YvAqh6D/kgSuAExtt4A5JvVQ7P158Mt2TDwyFtAsYLZRoUK+T4tTTAsKkz6PFmK6Vocpd1iiz5OhG5fPNsMe3QYRsCGsDCjx3KvWKL4j5u06etwPd+KHRN7ip6C6inRr0IEObAD2TdfyinE55tO4dG0uqhbNVqsSJ3tC90OufZRau4rLnIdd+vD8GjLx5CZXQJzkmJhCMO2LwxifbYkNZG/XKgYdE8pd3RPKUL46/fxZhy+5PxqAM3wpi7l71Xyf4NSsfPUNTzbsxGSKyt//y9CCKloFv2bgZd/PQAAaJAQjZNX8mVplz6f1ePuT7dg//kcVI0xYdekXkqHQyTQ+o1VuFFQghXjuiKlGv1uSSoeuqcUkVdhITBypPOn90N14RmcZDnJVKzCQmDkcBsKh48OuK3CkkKM/GMkCku4X6+289uqHoP+SBC4A8W4FvYJHHDO6vHi4v1YvPs8ur63HmevSfOLkGbrz4dbsrzyFlCsYLZRoUK+T0sTLLxeKH2eLMV0Lb6u3WKLPk6Ebl882ywcPtr5mVnoudwrluvBj5vTV/NdJ6QAyHZCSlWU6FchggwykH3z/vM5AICreeLPuCW4plz7KDX3FRe5jrtLCnGi5AM4UIx1R7KUCkMYtn1hEOuzJamJ/OVCxaArpdzRlVIC0Ox7ssfDuxmJZt/rO3MTjmTmAlDHX2JVPQb9ETlwhmFQZ+Ivrtn39PC8MqphYgzWjO8uuJ3yNFt/PlQ0+96Hq47CUmTD1LuaBZ+HdGFqA82+JwqafY87Njlm2mPz93NdcUt1FYwpmn3PYxyIfdxEs+/5IfPse8mFizCxbxuM7tFAiTCEodn35BHCxaArpQghsqLT2+o0fMG/fp8/dYVueh4qGIbBJ+tOYOG2M7jt/zbgYnbF/YsbIcS3+ZtPKx0CAVBUQpPCVCR6ndIREKJudFKKECIKBnRWSo02HruidAhEAaev5qPTjHVKh0EIIcSHp3/Yq3QIRGI2u8P1/3odnZUixB+afY+Iw2QCpkxx/vR+qC48g5MsJ5mKZTIBU16zwYSXAm7LZDBhSvcpMBm4X6+2K6VUPQb9kSBwHcIQVzIUOnjP6uGQqN80W38+3JI1gUfeAopVto0WFusw/qddXs+fv1GAWpXEuZl9yPdpaYIms0n6PFmK6Vps1m6xRR8nQrcvnm2aXnsJU2CDyWT0WO4Vi1nGcSOCTcdV8ocKJfpViCAHNtfx05rDl8WMzrt9odsh1z5KzX3FRaYkPllzxnXs5euclCZqybYvDGJ9tiQ1kb9cqBh0Tyl3dE8pQviT8t4IhL9A7l1C/aV9k39Pxzfbz3otX/V8NzROilUgIkKIL5dyCpE2XdmrGGmfr7zyn83UJ6HHvY8nD2yKx7vUUzAaQpRB95Qi8srPB/r0cf70fqguPIOTLCeZipWfD/TpZUN+z7sCbivfmo8+3/VBvtX/6y/lqO/eNaoeg/5IELgDRbgc/jocKPL5/JbjV0W/t5Rm68+HW7K88hZQrLJt9JIl2+fzYv7ZKeT7tDTB/Kx86fNkKaZrcZZ2iy36OBG6ffFsM7/nXc7PzHzP5V6xZAU3bpQ+IaUaSvSrEEEGGejxk1QE15RrH6XmvuIiUxLux16+rpTSRC3Z9oVBrM+WpCbylwsVg05KEZHY7cCqVc6f3g/VhWdwkuUkU7HsdmDVWiPs6zYE3JadsWPVyVWwM87X7zpzHX/uv+j1uuv5VjFDFYWqx6A/kgTuQJFhLwCHz2cf+nInbv9go4jtabj+fLglyytvAcUq20bPXpf+hvUh36elCdqtdunzZCmma7FVu8UWfZwI3b54tmlft8H5mWn3XO4Vi1XGcRNKlOhXIYIMsvzxk9wE15RrH6XmvuIiWxI3j73+OX1duTCEYNsXBrE+W5KayF8uVAy6pxQhJDC5RSV4YO52AECjpBikVLt5CaYOdANHQpR05FIu9PC+dxRNQEAIIYQo6+/0TOQV27A/Ixsd61WG0UDXhRDijrYIQgind1ccQYupq1yPz1/3/LoeTSpCiDqN+2mf3+ev5RWj+/vrMXPNMXkCIoQQQiqgR7/6B8Pm78TcjSeVDoUQ1aGTUkQcERHAF184f3o/VBeewUmWk0zFiogAvphjQ8ScmQG3FWGMwBd3foHvtnt/Zc9d+alu1TB/gqrHoD8SBK5DGCpbn/E5+547h4PBnnM3UGC1CW5Ts/Xnwy1ZXnkLKFaEMQJ9akxm7dsjmbms6zIMg7eXHcbZawWYuea4lGFqQ2mCEfER0ufJUkzX4njtFlv0cSJ0++LZZsScmc7PzAjP5V6xxAc+bhxSTXcapJ2nrikdgjL9KkSQQZYdP0UYlUlKcE259lFq7isuMiVR/thr99kbAICfd2XIGYYwbPvCINZnS1IT+cuFiqHu2fdmz56N999/H5mZmUhNTcWsWbPQoUMHn69duHAhHnvsMY9lJpMJRUW+b+zrC82+R4i36csPY96mUx7L5j/SDr2aJrkeH7uci94fbXI9fu/+lhjcPlm2GAm7QGbfK/PmPc3x+tJ0tEqOx9KxnSWMioiJq4/ZZnWa/vdhzNt4ivN1hBDhdp+9gUe/+gd5xcJP+ouBtndl0ex7oY/ts7lWpUhseeV2maMhRBman33v559/xvjx4zFlyhTs2bMHqamp6NOnD7KysljXMZvNuHTpkuvf2bPe02MTieTlAc2aOX96P1QXnsFJlpNMxcrLA5rdYkfeLe0DbivPmocpO/vCAf+z65X/9t6SvRd4RikeVY9BfyQI3IFCXDSN4ezHn/89BwDYl5EtuE3N1p8Pt2R55S2gWHnWvID61hf3E1IAsPK/TLy74giycovw3oojeHzhv7C7XdkR8n1ammBeZp70ebIU07U4U7vFFn2cCN2+eLaZd0t752dmnudyr1gyAxs3T/+wRzUnpFRBiX4VIsgg86x5aPZZM+RZlUlKcE259lFq7isuMiRx6koe57GXJmrJti8MYn22JDWRv1yoGOq90fmHH36IUaNGua5+mjt3LpYtW4avvvoKEyZM8LmOTqdDtWrV5AyTlHE4gEOHnD+9H6oLz+Aky0mmYjkcwKEjBjhwNOC2HIwDJfpzAMfNksvfU0oN95hS9Rj0R5LAmYD68fhlEU+EabX+fLgl6wCPvAUUK9BtNBBPfrsbALDn7A3sLJ0paNOxK7gtJVFomNpQmqDD5pA+T5ZiuhbbtFts0ceJ0O2LZ5uOI0dxCAbPtnzFYgts3KjgY1FdlOhXIYIc2A7GgUNXDsHBKJOU4O2Qax+l5r7iIkMS/120gO3Yq+w7SpqoJdu+MIj12ZLURP5yoWKo80opq9WK3bt3o1evXq5ler0evXr1wvbt21nXy8vLQ506dZCcnIy7774b//33n992iouLYbFYPP4RQvjwPNxWw0kpErxiW8X9MNSq63nFnK/x9S19m529r3e6TV39zxnvaawJIcG7mBP47SQIIdqm2nvjEKJSqjwpdfXqVdjtdiQlJXksT0pKQmZmps91mjRpgq+++gq///47vvvuOzgcDnTq1Annz59nbWf69OmIi4tz/UtOpnvgEMKHvvyVUvQ3YUJkMSeAWXy+3eH5Vfb0Czlo+NrfAb2/eu86SYh23Mi3Kh0CUciZa/kY+fW/2HvuhtKhEImdu1aAfh9vxtK9F1Qx4Q8hWqLKk1J8pKWl4ZFHHkGrVq3QvXt3/Pbbb0hISMC8efNY15k4cSJycnJc/zIyMmSMOMRERQErVjh/ej9UF57BSZaTTMWKigJWLLMjatkvAbcVFRaFxOJp0MHksXz+llMeH7g6FV4apeox6I8Egetg8tmPUtJs/flwS5ZX3gKKVWIL4+xb93tH2R0MBs7aEvD7L9h6WowwtaE0waiqUdLnyVJM1+Kq2i226ONE6PbFs82oZb84PzOjPJd7xVKVe9wcvcw+C6ZSjikdkxL9KkSQQUaFRWHFsBV4/sdDWHM4C/d+tg2WohKJg3RrX2hNufZRau4rLhIlMXHJARy+ZMG4n/eBYbiPvTRRS7Z9YRDrsyWpifzlQsVQ5+x7VqsVUVFR+OWXX3DPPfe4lj/66KPIzs7G77//HtD7DBo0CEajET/++GNAr6fZ9wjxlH4hx+8vsAen9kZsRBjOXstH9/c3eDxHM8moQzCz77mj/tOGQPv34wdb4e5WNfHjP+cw8beDQbVBY4EQYdYduYzHF+5SOgwPL/dtgjE9GiodhmYdOJ+N91YcxcT+KWhWI471dU0m/e3x1fjVz3dDo6RYmn0vBN316RYcOJ8DAPhoSCqe/3m/z9fViIvAtok95QyNEMVoeva98PBwtG3bFmvXrnUtczgcWLt2LdLS0gJ6D7vdjoMHD6J69epShUncWSyA2ez86f1QXXgGJ1lOMhXL2QwDS2zNgNvqP2sVzkUMggMFPp9/Z/kRAOr8up6qx6A/EgTuQIHffvSlxM89hwKh2frz4ZYsr7wFFCvQvn3up33ILSrB6kOXg26j7oRlsDuY0O/T0gQt5y3S58lSTNfi89ottujjROj2xbNNS2xN52emxXO5VyznuceNGq8mVpwS/SpEuSDv+nQrtpy4iqGf7/D98mILzNPNKLR5TiCyYNsZqSN1ti+0plz7KDX3FReJknC4XefhcHB/Pmuilmz7wiDWZ0tSE/nLhYqhzpNSADB+/Hh88cUX+Prrr3H48GGMHj0a+fn5rtn4HnnkEUycONH1+jfeeAOrVq3CqVOnsGfPHjz00EM4e/YsRo4cqVQKFU9urr+H6sIzOMlykqlYubk6IC+4thgd+1TzP/5zTmhIklL1GPRHgsD99aMvk3/3P1FEIDRbfz7ckuWVt4BiBdq3LaauwrojWbza2HriKoAK0KelCcqSJ0sjrsUaLrbooQvdvvjIy3V+ZgYSC8e4iQoziBxciFCiX4UoDbKoxO5aZCmy4b+LObA7GGSWu5l9rtU7qR92+j5uyi+24VoAE1cEQ3BNufZRWiZBEu4Tp5WdnvL1+ew+6YEmasm2LwyUnyQ1kb9cKngxjEoHwGbIkCG4cuUKJk+ejMzMTLRq1QorVqxw3fz83Llz0OtvnlO7ceMGRo0ahczMTFSqVAlt27bFtm3b0LRpU6VSIKTCoD8Ch54f/zmH6fe1UDoMohK2CjxNMSFCJZojlA6BiGh/RrbH4wGfbEGV6HBcy7di7kNtkNagKnRB/tk/ddoq2BwM9r5+BypFh4sXLJGN+5VSBVab39eeu1aA+LCKe/8gQspT7ZVSAPD000/j7NmzKC4uxs6dO9GxY0fXcxs2bMDChQtdjz/66CPXazMzM7Fs2TK0bt1agagJqXh83ZnOUlSCZ37ci5NX8ryfJIQQIotimx3bTlxFsc3O/WIiic83cc+SKbdNx64oHYJm+boZ77XSGRaf+m4PUqetQqE1uO3N5nC+a/rFHKHhEYW4HwvPXn/C72sPXMiWNhhCNEa1V0oRjYmOBtLTnT+9H6oLz+Aky0mmYkVHA+n77YjG9oDa2nA0CzqYUL1oNq9Z21pOXQUA+HP/RUVu4KnqMeiPBIEL6Ue+NFt/PtySjQaPvAUUS66+zSu2h36fliYYnRgtfZ4sxXQtThSv2JOWpGPx7vO4v00tfDA4VfD7cRF9nAjdvni2Gb1/O9JhR3S0wWO5VyyJ3OPmx3/UN7vzjlPXlQ1AiX4Vwn1gX83mfPn1PB26xH6Nc4XB7ZvFuken4O2Qax+l5r7iIlES7ldKXbYU+/18djAaqSXbvjCI9dmS1ET+cqFiqPtKKaIhej2QnOz86f1QXXgGJ1lOMhVLrweS6+ihr8PdFsMwGL7gXwB6GJkEcO0q9py74ff57AJrkNEKp+ox6I8kgQfWj2LSbP35cEuWV948i3Uj3wq5+vbZH/eGfp+WJqg36qXPk6WYrsVG8Yq9ePd5AMCve84Lfq9AiD5OhG5fPNvU10l2fmbqPZd7xWKUcdyEEiX6VQi3IAOZt/xqbgnOZkUi2H2zWLdDEFxTrn2UmvuKi0RJ2L0GBvvnc05hCT5cfRTWiFx115JtXxjE+my1DomxJBYqBp2UIiLJzQXi4jxu9un2UF14BidZTjIVKzcXiIvXITe+FmdbZZ+rDAqRETkYDPzfSHncz/v8Pv/eyqPBhCoKVY9BfyQIPNB+FJNm68+HW7K88uZZrCe/3S1r34Z8n5YmmHsxV/o8WYrpWnxRu8UWfZwI3b54tpkbX8v5mZnrudwrlosyjptQokS/ChFkkMO+2sC6b/593wXW9cS6RafgmnLto9TcV1wkSqL8OSl/n89T//gPs1aeQZuGsequJdu+MIj12WodEmNJLFQMOilFCJFe+RlpCCHC/XNG4a/fEEJIBcT4vKtU4P5vFfsf6g5dqrhTwmudI5BL6ErZHcLGECGhhu4pRQjxspbntPFsmCA+qAkh7BiGwUu/HPCYklwuG45mAUiUvV1CCFEVCQ9p3lp2GCO71peuASKZYE5KEUI80ZVShBAP528UYNQ3uwJ+vSOAv/asP3oF05cfppNThAi07eQ1/LL7PP46cEn2tl/97aDsbRJ+/tx/EekXaBYvQtSIDoW0o8Bqw4ajWQHNXmqzU8cSwhedlCLiiI0FcnKcP70fqgvP4CTLSaZixcYCOdkMYrPP+23L/at2OkQiuXARdIhkfX2gfxmat+kUlvq5j4LYVD0G/ZEg8ED6UWyarT8fbsnyyjuIlZYf9DwZJWff6sJtod2npf0QWyNW+jxZ+ty1uAb/Deif09fxzI97MXDWFrGiDYro277Q7Ytnm7HZ552fmbGey71iqSHjuBHZxWz57jPoRYl+FcItyECOepT43HUnuKZc+yg19xWXIJJ49se9GL7gX7z51yHO114qd6sKrjGgC7chedxKddeSbV8YxPpstQ6JsSQWKgadlCIicTiAjAznT++H6sIzOMlykqlYDgeQcdYBx1n/bXkebDlg010BwP56WxDfi3/+5/0Bv1YoVY9Bf0QMvNBa9pc97n4Um2brz4dbsrzyDmKl73eeK7+ybH1rKbThzFkmdPu0tB8cNof0Y5elz12Lbfw3oKOX2W+UWmC1Bf1+wRJ92xe6ffFs03E2w/mZ6fBc7hWLzf+4uZZXLHGw/D3xbeBXRYtOiX4VIugg2ffNclwpJbimXPsoNfcVlyCSWHPYeTuL73Y4P3vZrvj3/a0Bjs9nBrBZItRdS7Z9YRDrs9U6JMaSWKgYdFKKiCQ/H2je3PnT+6G68AxOspxkKlZ+PtA81YD81LSA22JQjEsRY8GA/aB66h//iRWiqFQ9Bv0RMfDf9jqngA+kH30R8nVLzdafD7dkeeUtoFh8+5YPpsSI1Ja60O3T0n7Iz8qXfuyy9LlrcVbwY2LW2uO448ONsBSWsL7mgTnbeYccKNG3faHbF88281PTnJ+Z+Z7LvWLJ8j9uxny/R+Jg+Uu/oOBNtZXoVyHcggzko9HfvvlKLvf+2mpz4ItNp3A0k99sXIJryrWPUnNfceGZxKy1x9H+7TXIuF7g9dwUH8fCXJ/PTIkRl77qru5asu0Lg1ifrdYhMZbEQsWgk1KEEE/BTkf8078ZksRBhCuxCfuLS6s3VtN9aQjRiA9WH8PxrDzM33yK9TU0s5f8dp6mWTJDCcMweOjLnYLew2rn/myev+UU3l5+GH1mbhLUFhHPB6uP4Wqe1efsid/uOKtARISEDjopRQghIUqnC/YUo6ecwhKMX7RPnGAIIbKgqcYJkU5usfRfgf12x1m8t8L7xAcJTed9XHlFSEVDJ6WIeHzcDFG1eAYnWU4yFSs2lgFi/Ld1/obnjU91jLg36Xzim11Y+V+mqO/JRtVj0B+RAnc/J8W3H49dzuPdvmbrz4dbsrxvBsqT2NuoP9ExIX7Cw22yDrnaYl3MMwi9XtjJaDFIMiGIVO/NJibW+ZkZSCxyjptQokS/ChEbG9T9oPjum19fms5rvfIE15RrH6VlMiXBNQZ04SXo+/FmfKfmK63Y9oWB8lPrkBhLYqngxTAqHQAJEWYzYLGwPVQXnsFJlpNMxXI2owPgnAEv/UIO1h7OwpPd6yMizOB63bif97n+X48o1C5aLGocqw5dxqpDl3FmxgBR37c8VY9BfyQIXIp+5KLZ+vPhlqwZPPIWUCw5+1ZvsmHTf9kwmyvJ0p7sSvuBVx/ybIt9cWBj4kJ2ITrPWIcX7mjsWpZdwH5PKTmIvu0L3b54tmnOvQCvpnzGwj5uhNyXL+Qp0a9ClMUb4PalxOeuO8HbIec+SsNkSoJrDOhNNtR+fhUA4MPVx/DQrXUkjylobPvCINZnq3VIjCWxUDHoSikiEpsNWLnS+dP7obrwDE6ynGQqls0GrFxuh235KsBmw8BZW/DRmmOYs+Ek6zoM7CjU7wYDO+tr1ErVY9AfCQJXoh81W38+3JLllbeAYsnZt4xDh1lf54Zun5b2g63IJv3YZelz1+KiwMZE5xnrADjvdeKLEveEE33bF7p98WzTtnyV8zPT5rncK5Yi9nGTcb3Q663VZs+5G8o0rES/ClEa5Ip9gd1HU+njJ8E15dpHqbmvuAhMItBzzVxjgHHoUHiqKhiH8le3smLbFwaxPlutQ2IsiYWKQSeliEgKCoC+fZ0/vR+qC8/gJMtJpmIVFAB9BxhQMOABj7YO+7nxLYNiZJmmyDKzl9hUPQb9ETHwssMcMfqRYRisPnQZmTlFAb1es/Xnwy1ZXnkLKJac2yhTYsDCybVDt09L+6HgaoH0Y5elz12Lr4qzAQ2ctUXQ+nyIvu0L3b54tlkw4AHnZ2aB53KvWK76Hjez1h7HsC93SByocBuPXsGOU9fkb1iJfhWiNMg3F+8O6OVKHz8JrinXPkrNfcVFYBI5fmY4dcc1BpgSA7IWdwRTYvD5vCqw7QuDWJ+t1iExlsRCxaCTUoQQErIE3ujc3e/7LmLUN7uQNmOtaO9JuNkdDN5bcQTrj2QpHQohJEAMw+CD1cc0caXUx2uP48HPd+BitvpjJUQNdpy6Rl/NJURkdFKKkAruRFYeBs7ajDWHLisdChGbSAdN93221XWvMToOk8+vu8+jwavL8dmGk3hs4b9w0KxqxE2BteJe5q92WtxUZ607oXQIhGhCsc2BFenyTNhDSEVBJ6WIOPR6oGlT50/vh+rCMzjJcpKpWHo90DTFDn1KE4+2Tl3NR/oFC0Z+sws//3uu3Fo6hDlq4+YXwbRD1WPQH56Bf7v9DL7ZfoblWWH9uOdcdtDraLb+fLglyytvlpVeWLzf4/EFn1cyyLiN6hiEVcnF0cvy36dIFqX9oDfqpR+7LH3uWmzkHkh8v3I1f/MpXusFSvRtX+j2xbNNfUoT52em3nO5VyxG73Fj1+BZqR//OYes3MC+ni0KJfpVCL0eeQ0awxHwFcjKHj8JrinXPkrNfcVFhCT+DuikFMcYKP1MhY7B9Xwr71gkxbYvDGJ9tlqHxFgSCxUDOoauP3SxWCyIi4tDTk4OzGaz0uEQIqm6E5Yp2v7p6f2hE/HrZRVZblEJWkx1zuByYGpvmCPCAADf7jgr2tTS7qSeOZE4ld9GV4zrir4zNysUzU2NEmOwenx3pcOo8O77bCuvE8YAbcNSO5GVh14fblQ6jKANaFEds4e1UToM1fpo9TF8vPa47O3S9io/hmHw9bYzmPrnIZ/P35laA7OGtnY9FuOYmvqZhKJAz69U3NNxRFxWKzB/vvOn90N14RmcZDnJVCyrFZg/1wbr3K8CbotBCXINK8FA/CnG27+9FivSL8HuYJBlEf+vs6oeg/7wCNxmv/m3hfE/78fm41c8npeyH9lotv58uCXLK+8AV/J1QkrOvmXsOuTuT0ZRcYj+Lau0H6x5VunHLkufuxbncY8JviekpCb6ti90++LZpnXuV87PTKvncq9Y8rzHzbD56r/BuS++r8aUiBL9KoTVirjvv0aYPdCbXMv/uetOcE259lFq7isuASSx9cQ11hNSAJBxnfuG1FxjoOwzlbE7/0BbaFXhTNds+8Ig1merdUiMJbFQMehKKXd0pZQAFgsQFwfk5ABmc/mH6sIzOMlykqlYrmZghjnnPOq+w33FhQMFyIgcjOTCRdAjSpK4ujSsii0nrmLRk2noUK+yaO+r6jHoD4/AcwpKkPrGKo9lZ2YMcP3lTux+DOSveZqtPx9uyVpgDj5vH8V6bclBfL+z/NdpvcmxjbraKjYiY2YfJI9bibMf9g69Kx1L+8GSkYO4ZLO0Y5dlA3EtzrDAnOx/IAn5y7yUf5EXfdsXun3xbNMSVwtxsHi25SuW0r5yHzct31H2SmS+UmvF4fenu8jTmBL9KkRpvM3HLUKeiXtfK+a++dfRndC2TqWg1hG8HXLto9TcV1wCSOLLLafx5l/sJ6WAm/vR/GIbmk1Z6fU81xhw/0zVm2wY2qE2pt/XgkdCEmLbFwaxPlutQ2IsiSWEi0FXShFCNGHLiasAgO92nFU4Eg0LsXMDFV1OYUlAJ6SUdDWv4v41Tw343k+qTIndIVIkJJTQX6nV6f4525QOocIJZjbK+ZtPi9Lm7/suiPI+hGiRUekACCEEAPR0YiVouUUlGL7gX3RtVFXpUIiItHABsxZv5BxKHvxc2NfDBnyyGauep/uCEU8ODex7CJHaySt5fiaOuen+Oduw++wN0dotUOPX9wiRCV0pRcRhMAC9ezt/ej9UF57BSZaTTMUyGIDePW0w3N4jiLb0iLC3hhy7CrG/CqTqMehPEIEv2HoGu8/ewMw13jde3XjM/b5S8vVjGc3Wnw+3ZHnlXW4lXVCXvsnYtzoGEXWvADoGD8zdBluoXW1T2g+GcIP0Y5dloLgWh0u7AR27nIdfd5+X5L1F3/aFbl882zTc3sP5mWnwXO4VS7iM40ZiDjk3aSX6VQiDAfubdoBdF+i+Vv7PXXeCa8q1j1JzX3HhSKLnBxtRYuc+Qct9QopjDLh9pqoW274wiPXZah0SY0ksVAy6p5Q7uqcUqUiUnn2vvPva1MSHg1spHYamvLviCOZsOOnzuabVzTh0ySJJuzRDjLQsRSVoOXUV9wsVNrhdLbx7f8vQu7eUBoi5/37vgZYY3C5ZtPcj6vt8DQbt39kp2a97Xr8DlaPDkX4hB8/8uBcT+qWgT7NqisUTypTs5ye71cfLfVNgoK8PkBBB95Qi8iouBqZOdf70fqguPIOTLCeZilVcDEydZEPxpDcDbotBCbKN38sye8yyA5dw5mq+aO+n6jHoT4CBZ1mKUFBsY33e5vYnbzn7sYxm68+HW7K88nZb6cD57KBOSMnZt4xNj+wtjcDYnIcOi3adxxscN4LVlNJ+KLYUSz92WQaKa7FFvg3o5V8OiPp+om/7Qrcvnm0WT3rT+ZlZ7LncKxaLjONGBkUlMn2FSIl+FaK4GOO2fI9wW+Cz74m5b5630fkHqMcX/ovTV/Px5Le7/b5ecE259lFq7isufpLI83NcFSyuMVD+MxUA5m06hf9bdRSTlh4MaIY/ybHtC4NYn63WITGWxELFoCul3NGVUgLQ7Huyx8O7GZiRffoous3dw7mOnDN7lTk4tTc+XnMcqcnxuDO1Bu/3UfUY9CeAwLMsRejwztqA35Jm35OYiLPvtZq5A9kFgf8So9Tse3rTzQP3kLmyQkOz74n9l3wx+7Ciz773+ZpzeHv1QQmDk9b+yb0RFxUmfUM0+17Qjr3VDy2nrURRifOPTv62W5p9zw8/SYi5bw129r3y6leNxroXe2DTsStokBiDmvGRosUWMJp9Tx4hXIxAz6/Qjc4JqYD6f7wFCOCgSgkt3K4SEXJSKlRdz7diwm/a/YWH+BfMCSlCxGR3MPSVERG8+ddh6E1KR8Gfnf5WrVoLtp52nZAi4tqfkY27Z29VOgwPp67mY8vxq3jkq38AhNAfgAjxgb6+RwghGpF+IQdt3lyNdUeyFI2j3VtrsOq/TEVjIOpREmo3PK+AruYVo+1bq/HqEjrhLVSr5HilQxBk56lrSodAWHy+6ZTH43wRv2pW0anthFSZHbQ9kgqCTkoRcYSFASNGOH96P1QXnsFJlpNMxQoLA0Y8aoNj2FCU6AOd3cGAGFtvANqbDULVY9AflsBPZOVh4KwtPN9U3H68mleMJ77djUMX2W+krtn68+GWLK+8BRVLxm1U70BMy3OA3vMkVJs3V0vfthxK+yEsKkz6scvS567FUfJuQHfO2oLsghL8sPMcZvx9BPfM3oqreZ73tthx6hoe+eofnOa495/o277Q7Ytnm2GPDsOIR22ebfmKJcpz3Oy7cF3i4KQ1+nvur/aLQol+FSIsDD+17K3o8dO1fKvH42ZTVmLvOd8zwAmuKdc+Ss19xUW2JDjGAMtnqjsGCl+5yLYvDGJ9tlqHxFgSCxWD7inlju4pRSqC5QcvYYxcB50C/fVMFzSvGad0GKqg1tmcRnSph9cHNlU6jJCh1n7mcuqd/tDTV79kI9c4OT29P24UlOD01TzcP2c7AOeVQEvHdpalfS3S6jbsbtGTaViy9wLevqc5bddu1Ni33RsnoH3dSth5+jq+fLQ9wo10vQEfauxbAOjbrBpWlF6ZTl/fI1pEs+8ReRUWAiNHOn96P1QXnsFJlpNMxSosBEYOt+Hq/56AqSSw2R0cKMa1sE/ggDKzQQyctcXrr/WBUvUY9EeCwKXsxy+3nMbiXRl46tvdKLTenLVJs/Xnwy1ZXnmXrlRkyQu6aTm3UUeJHtf+bgFHifehwzM/7fXof00q7YfC64XSj12WgeJafJ19IF3juU/ko9jmQPf31rtOSAHOiRb8EX3bF7p98WyzcPhojBxu82zLVyzXPceNr+1DawbP244f/zmH+q8ux79nJLryS4l+FaKwEDP+/kR1x0+nr+bj/1Ydw+bjV7Hq0M2v1QuuKdc+Ss19xaVcEpdypEmGawz4+0wts0LpWyWw7QuDWJ9twITEWBILFYNOShGRlJQAX37p/On9UF14BidZTjIVq6QE+PJrI+5J34gwR6C/PNqRZ1wFQLlfNtu9tQYbjgZ/DyVVj0F/fAQu/JdQafvxpV8OYMV/mZj6x3+uZZqtPx9uyfLKW1CxZNxGHXrkHagNOLwPHZYduIQZfx+WPgYplfZDSUGJ9GOXpc9diwvYxwTXVPBi2nz8KnLL3bfGavd/gb3o277Q7YtnmyVff48vvzZ6tuUrlgLPceNr+9CyQXO3c7+IDyX6lSerzYEPlqXjwQOrVHf8dO56gev/d525+VU+wTXl2keptK8CUi6JV36V6l56HGPAz2eqL6O/2w2rTeZ7OLLtC4NYn23AhMRYEgsVg05KEULUb/iCfwFUzBsq2x0M2r61RukwAvLzrgylQ9Ckr7edBgAcupijcCTCfL39LF5cvF/pMELerrO+7yEjhVHf7PJaxvfqVaJd8zefgsNRce/28fW2M1iw9YzSYXBauO0Mjl3ORVGJxq9aldmmY1eUDiEgf6dnYsne89h15joe+eofnMgK/upqQtSKTkoRwsFqc2B/RjbspQdkU35Px18HLvp8HX1ASOf1peloNnklJi2tOLND5RXb8OZfh5QOIyibj2vj4E5N3l95DADwyFf/KhyJcL/sPo/b/28DvtpyWulQiIRe/mU/Xl+aDqvNgSV7z+NI5s1JD8pOXny2/oRS4RGRvbXsMOq/uhwjFv6LM1fzkV1ghaWo4vxF/8w1/zf3V5PeH21CyusrcOt0bfwxS0k5hSW4R6Wz7rHJLbLhgbnbsenYFYz+Tr6rZgmRmlHpAPyZPXs23n//fWRmZiI1NRWzZs1Chw4dWF+/ePFivP766zhz5gwaNWqEd999F/3795cx4grMZAKmTHH+9H6oLgEGxzAM3ll+GF9sdv5yNbZrY9TvHY7f9mdgyX9n8fQPewEAQzvUxvT7WmDQ3G3Yf955pUPPlER8Obw9AKDQakdkuJ/ZV2QqlskEpPQ5jc8t98BqCGx2Bx3CEFcyFDooPxvEtzvOAgC+23EOb93TgvP1qh6D/rgF3nzKSlHeUs5+fPjLfwAACVERaNCnIey6mnD/qGEYBjcKShBjMiLMoINOFwI30XXrMxOCH3dWQxhmdh4a8HbpTs6+1RkciOt8DDqD/ysWT13Nxxt/HcIbfx3Chhd7oG7VaMljE0VpP5rMJun3HSw7KNdis/N/Zm05h0a1q6Bv8+oAAJtKrhZdtOs8gJv7ZQCYNOAWvLXsMB7pUB9xnQ2Ys/kkJtzdkHcbK9Iv4bKlGI+2rS5o++LFZILptZcwBTaYTEaP5V6xmG+Om+desmKJQx19JIW1R7Kw9ojn1+mPvdWP3821Be435ZJdYMWK9Myg99NKHz/ll5QgrvMxtJ9+GozBgU+HtkbvZtUCfwOufZQK+ypgpUm8t/409mVkS9YM1xgI9DPV3VvLbn5N/nhWHraduIpqcRGoVzVamuMptn1hEOuzDZiQGEtioWKod/a9n3/+GY888gjmzp2Ljh07YubMmVi8eDGOHj2KxMREr9dv27YN3bp1w/Tp0zFw4ED88MMPePfdd7Fnzx40b948oDZp9j35FZXYkX4hB61rV4JB4RleSuwOGHQ62BkGn286hfdXHhX0fo2TYnDs8s0rp5SeNcPhYFD/1eWKxiAWfzN9ldgdyC4oQUKsNDv29As5aFItFmGGmwfhlqISGPU6RIWLd56/14cbQ+bKu/Uv9kDdKlHQ6XRoOnkFCsrdEDuQbYNhGNcB16J/M3DmWj6+3X4WO17tiWg+B0oy+umfc/g7PRNfP+77jypqnfVHLD2aJODNu5tjz7kbaJwUi2OXc/HcT/vw9G0N8WKfJrLG4j6O3JddyC5ErUpRssbC5fNNJ/HO8iMAnNvInnM3cN9n2xSOKjhH3uyLSzlFru0fcF5VvOvsdaTVr8L6S1SB1Yamk50n5Te+1AN1qmjjxGaob8tshnZIxoAWNZBpKcIdtyQhLsr7l/ARC/9Fj5REPHxrHQUi9FRUYkdOYQmSzBE+n7+Rb0VMhBFhBn1I9em4Xo0wrldjUd/T1z61vOv5VlzKKUSzGvxnU2YYBrnFNpgjxDnJl11gRas3VovyXmrRKDEGb9/bAh3qVVY6FN4CGU9CrUjPxFPf7cahN/qIetxusztw8EIOUmvF06ylbgI9v6Lak1IdO3ZE+/bt8emnnwIAHA4HkpOT8cwzz2DChAlerx8yZAjy8/Px119/uZbdeuutaNWqFebOnRtQm3RSSoD8fOC++7Dj/z7HnmslmL/+HA5/0wIJ9+6GPtyOaXc1w+0piTh/oxBDv9gBAHgkrQ5OX83H5uNXPd7qyJt9cf+cbfjvogW/PJWGB+ZuR48mCXixdxMMnLUFs4a2RlqDKuj+3nrkl/5y+0S3+vh80ymP93mqewPM3XjS9filPk0woks9RFiLYL37HqS2fArj7m6FkV3r48stp1wH/2wcVgOuLGnrykmIZ29viD/2X8TFnCLsePZWVH74QeT/uAgzNmXgwQ7JGPDJFtdrl47tjLPX8rFoVwbubFkDE347iEkDbkG/FtVRvfSAys4wyC2yoc2bzg/YP57ujFd+PYjZ/2uN/p9sRlGJAw6rAdd/a41fmXsx7v4XUBju+2DMI2cU4Ur420iwvgY9uF+vlJRqsXilXwoOZOTgozXOr0I5rAbU23cHLrZbixL9za8Z/PtaL5y5lo8HP9+BTS/fhs4z1rmeqxIdjl2Terk+EB0OBtcLrKgaY8Kt76xFptusUyvHdUNy5UjXL07lfTAoFXe1qoErucUY9c0u/HfRgpPv9IdBr8PUP/7Dwm1nsHXC7cgrsuHXPecxrlcjTPn9P/y1/QTmLXkbT977WkB9FAgl+jHY7eW5no1w7noBluy9AAB46NbaqBxtwoKtp5FbZGNdr37VaKRUj8Xyg84ZaholxuCZno3w7I97vV47+39tkBBrwmcbTmDD0SuYdlcz9GiSgJ//zUD9hBhsPXEVMSYjOtavjLZ1KuHZH/dizG0N0ay6GeN+3odtJ6/hm8c7oFODKiiyObD77A2cu5aPdxbvxrwlb6PzgU0o0sfgnnsZzPu6GPWrR3j9QnP87X4IM+ix++x114xmkdYi3n0uZ9+KuQ8sE2syokWtOGw7eQ0A0LFeZbSqHY95G0+hY73K2HnaOfPXkjGdcO9n29C0uhnT72uBu2dvRbfGCZj1YGtczCnEzDXHsPK/y3gkrQ56N62GP/ZfwL6MbHRtlICxtzVE5ehwj75Y8Fh73NYkESeyctHrw00AnP3w44r3MHHIWzjzV2fkd92EyvF6tKgZh+fvaIxwgx71qkZj1De7cDWv2PVHhw0v9sDhSxaM/n4PxvVqhMZJsWhdOx5Vok24mF2IKJMB528UYvDc7bCVfrXtuwebodLDQ/HAHS/i1cHt8PrSdFeNGx/sjXp3bcPDHz4r6n5ALmzjpE6VKHwwKBUP+Lhx9ryH26KP21Uc645cxuMLnfezirQWYf+BuZj99Lv4aFOW673XvtIZDRNjkJVbjI7vrAUA1IyPxNYJt2PjsSt49CvnVZtnZgxw9f0PIzuiU8OqAIDFuzJgjgxDz5RE6HU6vLP8MOaXfu000lqET5d+hHfrbcDod67i+SW7Xcu/WTYDjbeuhjEyHvfdB/z2bT4iHroXc8d8iBefTxJ1+9CqIe2S8e4DLV2Py+8Hd0/qhbvfW4VVmz9G7g8/IyM/DK+NNePdObkIj2DQtMbNY/DsAis+XnvcdU+n3ZN6ue6zeOiNPtCXfl6nvL4CAPBk9/qYt/EUWtSMw4LH2qNqjOcfqM5dK0C399e7Hu98tScOXbLA4WDQtVECGk/62/WcTgeU/ZYU7H5a6eMntu2wUWIMJvRLwYivPe8X17FeZUSGG7D77A3kFtlwelJ36O6/H8yvv2LR4etYsvcCdpy6jmpR0Yjd3B2Lf2XQ6h1nreY+1MZ1NSfg/+Ts0rGd0So53hmjg8EzP+7FsoOXEBlmwOsDm6Jzwyo4e60Aj3z1D3ZN6oX8Yhu6v7/B4z3c/5A1+fd0LNlzAXsn3wGjQY9R3+zC6kOXcXp6f1zNs+L7nWfRomYcRny9C62S4zFraGu8s3gXhs4YJ/n+lWsMSPGZCjj7461lh9G1UVX8+I/zXp+n3ukPS1EJWr2xGh3rVUa0yYh1R7JQOToc1/OtrnXLasswDApL7IgqKcaF3oPQI/9HrF8ViS4frka/5tUw56G2rnXWHLqMulWdf3ioEh0OvV6HllNXAXBuN9t3zcbL/5uCzRcK8fa9zfHrnvMosNox/3+34n9DDPhxkR1tpq/wyGHywKY4dTUP3+04h1lDW+OZ0mO6MzMG4Jfd5z3uX/nm3c3w+u//4eMHW2H9kSws3XcRK8d1w5DPtyO7oATdGyfg68c7IKewBH/uv4hJpZ+3AHD4jb64ZfIKdG+cgH7Nq2FI+2T8tucCftt7Hscu5+FKbjG2vHIbjHo97pm9FbelJOCde1t4nTi7kluM9m/f/Mrs6en9odPpYLM70PC1m/uU/VN6Iy4yDAVWGyLDDGAYQK/XwZ6bh4O39sS1hT/i9nb1cPZaAWpVioTRoP07LWn6pJTVakVUVBR++eUX3HPPPa7ljz76KLKzs/H77797rVO7dm2MHz8e48aNcy2bMmUKli5div37fd94tbi4GMXFN2/YabFYkJycrPmTUot3ZWDZwUtgGICBc8cCAA6GcS5jAAaM63mUe+x6HQAwTOl7uL2GAax2z/snxRQXIH3mYDQftwh5pig4io3ImNkHyeNWQm9i/4VSCeVjDZRUOfGNJ1hl8efAjE7jvgyoLQcKkBE5GMmFi6CHuq4i4CK0vwa3q+X6ioqcpBgPSvSjmvcBYnPvMwvMQectpM/l7NtQ79Oyfrhl9G84MudeSfNk6/OyGqeMXoLDc+6T/HNBCmKPE6HbF982t80cgThYPNryFUtZX8kxbkKJXP16f5ta2JdxAyevCLsvVLD7aaWPn4Ruh1z7qPLva9TrMPa2hvh47XFR4peSbMfdHGNAC5+pbPvCYNZnqzWf/D9+sBWe+2lfUDEAQOeGVbD1xLWg15MLW53K/8FGiwI9KaXK7zxcvXoVdrsdSUlJHsuTkpJw5Ijvq1kyMzN9vj4zM5O1nenTp2PatGnCA1aZU1fzseEo3WyYECGUOCFFCCGEEPH8uoc+y+VgczCaOCFFtI3PCSkAqj4h5c+T3+5W/PYvclHlSSm5TJw4EePHj3c9LrtSSuv6N6/uvOEdAJ1OBx0AvR7QQYeyqw3Llut0N5e7Xu/+/2WvKX1d6X/Q63RYtCsDfx24pFCWhIjnvtY1cTgzF4cvWfy+7rX+t6Bzw6ro/8lmmSIjoSI1OR77JbyhKiGhqFkNM86eLlA6DCKCLx5phw1Hs/D9znNKhwIAaF+3Ev49c0PpMEJWWv0q2H5KmycCKiI1bA9H3uyLiDCDpu/jdkt1M+fvEsGYemdT0d5L7VR5Uqpq1aowGAy4fPmyx/LLly+jWjXfl7BVq1YtqNcDgMlkgikE73LfolYcWtTifzPBQHVrnIBP/1f6wGoFmn2B9EfuBsLD8fWWs7hUuxhPjuyJSrE3h5nV5kBesQ2/7M7AiC71sezgJde9XxY+1h5xkWF46ZcD+PmJW1ElxoSs3CJEhBlgMuphMjpnsLtsKcK9s7di3sPt0KJWnOtmhfMebovf913Akcxc/PF0F9w1awse61wXPZokIskccXN2mHKxOhwM9HodLuUUYvb6Ezh4weLzl0ed0Y7KfQ9AZxT2ve87miZhx8lrSIg1Yd2LPbziKSqxY9vJq7g9xXnl35mr+bhsKULTGmY8/OU/mD2sDWrGR7riLsMwDKx2B3TQofGkvzH1zqYY2rE2LmYXIT4yDA67Drcc2os3MALFxsBnj6lsfUYVs+/5c1dqDaw/moXcIhtWP98NDRNj0HzyalTuewBh4Q58O6oj5mw4iS8eaYeU11egU4Mq+GHUrZi38SR0OuCJbg0AOGs47c9DWLjtjFcbz/ZshFHd6gMAujSsii0nbt4LreyvGH/uv4h6VaPRICEGn6w7jtE9GsBuZ/DZhhOY2O8WHLpkwZdbTmPJ3gvo1jgBC4a3d93gP6/YBr0OKM4vwitHngm4jwKhRD+ybS++7v/mbtKAW/Bop7pIm74OV/OKPZ578+5muC0lEWeuFmD90Sx8WXr/l/JmDW2NO1NruG6sbbczyLPaYNTrkGSOwJ5zN5BSLRYvLT6A1Ycv48gbfVH/1eV4pW8KRvdo4HGjzQPns/HaknQkV47EyK710aZ2JQDOG+VGhBmw89Q17D+V5dqGP95wDm8cOYBOTeKx44xzjBx9qy9MRgOe+XEv/tx/EYBzf9ejiXPSjkYvLcUrffn1uZx9K9Y+EAAWPZmGzzedwprDzs/th26tje923PxlVacD5gxri84NqyDW7ca2209ew/GsXPyvQ21Y7Q6YjAZM+PUARvdogPoJMa7XfbDqKO5omoTjl/PwQum9J8bf0RjP9mwEAFh+8BLGfL8Hh9/oi03Hr6BOlSikVI4Amn2Brff2QaPTzjxjI4y4pZoZd6ZWR+0q0a77FP3foFSPe1qU7QOsNgcYMDAZDTh+ORc3CkpgNOiQEGPClhNX0b9FdUSE6dF84p94pe8z+OfNAYiIinTty7/fdg7PHjmAkgg9Xun7DFZN7I1OH968x6AWBDJOPv1fa9cMtmx+Hd0JrZLj8eGygziZ+BHSX7gbVoTjm2bAI4/0QXi4s96LdmWge+MEJFeO8vhl5syMAfhm+xlM/v0/AM57Ld71qXP69+n3tcDQDrXZG7da8dGFvUjI2YuYKODRrg1wW5NEdKgZA2uTeVg6sCd6frwDlfve7Kutb/bB87FXsMFRse8n5cu4Xo1wR9Mk3NE0CW/fWzp7rtWKS7U+QXFmGLa83B1/Nrbjzge6o3ZCBBwOBocuWXD6aj5qxEeibZ1KHu/HMAx+33cROYUl6NeiGhJjb96v5/TVfFSODkeMyYhWb6xy3ZOwfd1KWPhYB+h1OteMyO3fXoMrucUYe1sDzF7vvAdppagw7J3cG3YHg7s+3YIPB7dCn5mbUGwMC2o/rfTxk6/t0KjXYcxtDfFJ6RVNx97qhzWHLyM1OR414yPxx/6LrmPysnzT33Uem5axWoGpiXn4LRc4/Lbzvjnu211kmAFbJ9yOytE31wGAN/48hDWHL6NxUiw2H7+CYptzxrlRXevhtQE3f/GuO2EZUqrFYsW4blj0bwauF1jxVHfnMdqvu8+79ucA+6Q3DMNg/ubTaFe3ElrXvjl2tp64iqbVzYjWOUQ/zvKFawyI+Zlapl2dSth19gaqxoRj16Q7kF9sQ7MpK5FWvwpeG3ALmteMw4Hz2UipZvaaNXP32euoWyUaXd9bjwKr3Xlv1KZVwTSZiS9gwyOP93ENhYVbTyMrtxjnbxTi4wdbeUxkcepqHhonxjr7xu13nAI42yu7uXidl5ajct8DaF47Gsuf7+KKo5o5ApmWIkSHG7B/Sm8YDXq88ssB/Lwrw/Wa2f9rgwEtb97H7EpuMYpK7Eiu7PkVwaISu+t+cwDwydDWqBkfiRrxEUib7ryn7D+v9UTVaBNsDues6wu3ncGLvRvjvja1UD0uwuv+UVtPXMWw+TvxWOe6mNAvBUv3XsC3O85iyZjOCDPo8fIv+7Fo13mEG/Ww2hxYOa4bmlSL9XiPjOsF6Preenw2rA36t6juqtO+YXei4bS1eP+BlrgztQYiwvzM3h5iVHlPKcB5o/MOHTpg1qxZAJw3Oq9duzaefvpp1hudFxQU4M8//3Qt69SpE1q2bEk3Olc5u4NBXpHN52wtSim/E+OjQ73KWPRkGg5fsmD8ov344+nOHjO2KaHvzE04kpmraAxi+fR/rdGveXXodfA5U0desQ07T11Dl0ZVXSc0tcL95staVLdKFKbf1xL/XcxxTV+cPq0PYkpnyWMYBvlWO45m5qJ1cjxsDgbFNjtK7IzXgWww7A5G8Vk8+Th8yYJ+H1eMq+/cL0O3Oxh8tPoYBrdLRnLlSOQV25BTWIKa8ZGSz76jdu4nRq/kFuOxhf8g/YJ4f32Vwn/T+iAq3ICTV/JRJTockeEG1wF1+oUcDJx18+TamRkDcC2vGN9sP4tnezby2G4ZhkGJnfH6hSlQcszexOa/izkeE5WEsn2T70B8VDjsDgYOhkHTySvwaFpdTBoYen/Zf3HxfvyyW7tfA2xXpxJqV4nCh4NbSfL+DMPgSm4xEllmM1QjMY7z1WRYx9o3T/iGqF1nrrsmygj2K21FJXbYHIzrOJTIJ9DzK6q9pfv48ePxxRdf4Ouvv8bhw4cxevRo5Ofn47HHHgMAPPLII5g4caLr9c899xxWrFiBDz74AEeOHMHUqVOxa9cuPP3000qlULHk5QHNmjl/ej/0y6DXyXtCKoDgIsIMODi1N7ZNuB1dGzln6nFYDbg4vxscVvYTHGvGd8Ovozth3QvdsejJNADOSzn/fq4r+wmpYIolQF4esG1GGyz54kVEWQsDWseBQlw0jYEDgb1eLiff6Y+BLWvAoNex//JRYsSzDyShpEhbJ6SQl4eGt92KM5O6Y834bujWOEHwW8rdj38+0wUtkqrgo6fqY/+r/XHkzb4eBwI6nQ4xJiPa1qkEvV6HcKMesRFhgk5IAVDuhJTbNsxnc74lVo/Tf76MhpHBNy1n3wayDyzv9PT+ODNjgOufO4Nehxf7NEHtKs5Ze2IjwlCrUpRyJ6RKOy8vM0/6XTLLQClbnH853/V8QqwJfz3TFWdmDMDgdrUkDCpws//XBiO61HM9ntAvBdEmI3Q6HapFxaBLh3DYim+Ok+Y143Dqnf5YOa4bTr3THwBQJcaE5+9o7LXd6nQ6zxNSQW5fooyfvDzk3dIezW6xe7blK5bMm+Pmnttigto+tGr/5N6Ij3Lurw16HcIMehx/u39wJ6QE7jfl1Co5HlHWQqyaP0Yzx0+LHu/i2l//MrpT8CekOPZR7ot1Op2mTkghLw8RrVpixcjWkjbDNQb4fKaWl2Q2YUCL6njrnua838Mvtn1hEOuzbdzBbvft6lb2eSwRiIgwg7pPSKl9JygD1fbOkCFDcOXKFUyePBmZmZlo1aoVVqxY4bqZ+blz56DX3zxo6dSpE3744QdMmjQJr776Kho1aoSlS5eieXOJNlLiyeEADh1y/vR+qC4BBhcbEYbYiDB8/nA7PPHtLnRKTsKYj2IBRoePhqTi+Z89Z3VcMa4rGibGsryb8HiEcjiA3MsxaIAL0Ad8gSSDEv05lM7FqLhP/9cakWGGgE4+qHoM+uMWeMNEM755vIMI36+Xrx/LLqe3WJxp6KAL/cuP3frMAR7jzuGA7tAhLB2ThuYfbA+ycRm3UUaHkmvOfSCXjS/1QJ0q0dLHJKbSfnTYHNLvO1h2UK7FNt/Pv/dAqiomYRjQsjoGtKyO/i2qY8epa3iy9KvNAPu+V6/XeX2FISBCty8+HA44jhzFIRg82/IVi+3muDlxzIDk/qF3ld+fT3dBXGQYLucWoU3tSuL8AUCJfuXpwfbJyMu6jsYfndPE8VP1uAikVItDyTVg/+Q+/N6Eax+l0r4KSGkSKYkxmNAvBTP+9j2JlnAcYyCIz1R3sSYjcoudX0vd+WovgTFyYNsXBrE+24AJibEkFiqGek9KAcDTTz/NeqXThg0bvJYNGjQIgwYNkjgqUtFEhhvw7YiOsFiAMXB+DclsBv49cwNheh3iIsMw5raGof+Lt0J2TeqFTceuoH3dyl7fFSfq4+v+DiQw4Qp/vVcsvzyVpr0TUoSXtnUqed3vh4SesvuU1q5SMT+DjQY9nurRQOkwAhYVfvN4VItfaZfTU90bSHhSSnzt61bCzAdb44OVR/G429WqhGhdaBwBE6KAd+5tgWl3N8f43k3ohJSEqsaYcF+bWhX6hFSb2vFKhxCQjx9spXQImsb3Hjpq8uvoNLSrW1npMIgIvnm8Ax7rXFfpMIjCNr10m9IhED++HdHBa1nZJBokMD+M6qh0CAF7594WqBkfiQ+HtELzmtJPakWIXLR/BEzUISoKWLHC+dP7obrwDE6ynGQqVlQUsGKZHWPufwmFYYHNOqmDCYnF06CDMrNUvto/hfe6qh6D/vgIvGx2QL6k7Menb2vo+v8+zW7OdqrZ+vPhliyvvAUUS85tVBdmR+KgndCFec8UdPStvjgzYwDa1tHwCanSfoiqGiX92GXpc9fiquxjQsqTv10bVcU9rWpg00u3oVvjBEzol4IPB6di88s3T0xM5rhvkOjbvtDti2ebUct+wYplds+2fMVS9ea4+XmJ1ef2oUVdG1XFmRkDpLs6Sol+FSIqCo8MmqbK46fGSTEejwe3SxZeU659lJr7iku5JDo1qCpJM1xjwN9napkqbvfa3Df5DjRK4vEVaCHY9oVBrM82YEJiLImFiqHe2feUQLPvkYpg/uZTrhnR1O6vZ7rQX4JKNXptOUrs6ttdn5kxAAfP54ABg5a14pUOR/OE3z9Mfg0SorH2hR5Kh1GhSDVO/N1A9s/9F7Hz9DW8eXfzCj87oj9a3IZ94XMz4VCnxr795vEO6NqoKq7mWWEpKkFmThE6N5TmJEsoU2PfDmxZHdtOXsP1fCsA2iaJNml+9j2iMRYLYDY7f3o/VBeewUmWk0zFcjbDYHD/rogpLghoHQcKcC5iEBwI7PVi0wv4xUfVY9AflsD3T+nN+y2l7scWteK8Tkhptv58uCXLK28BxZJzG3UUG3Huo95wFHvejrJsplHNK+0Hy3mL9GOXpc9di8/7HxNfPNJOwuB8uzO1Bt66pwXnCSnRt32h2xfPNi2xNWE2M55t+YrlvOe4Kb99EBZK9KsQFgsOfjRI0eOnV/p6Xz3OwDn7XUKsCQ0SYlwnpATXlGsfpea+4uIjiRd7Nxa9Ga4xwPaZCgAxJiMm9EvBJw+2hkGvw7S7mokeX0DY9oVBrM82YEJiLImFikEnpYiIcnP9PVQXnsFJlpNMxcrN1QF5uUHNgMTolJnOGAASYoVd9q7qMeiPj8Cjwo2oGR/J+y2V6EfN1p8Pt2R55S2gWHL2LWMN83is0wFVYpT5eq8kSvtBlrHL0ohrsZ8gpLhOaf2LPUR7L9HrJ3T74iMv1/mZGUgsco6bUKJEvwoQaw1uXyv2vvmOpkk49lY/7Jt8h2vZ2Wv5rK8XXFOufZSWlUtirNutCMTENQbKf6aW2T+lN2pVikKXRlVx+I2+eLRTXQmiCxDbvjBQfgZMSIwlsVTwYtBJKUIqoCe61ud+kQoIPSlFpHVH0ySlQyAKG9CiutIhEBEcebMv6lWlGROJ09/PdVU6BOKDpagE4UY94iJvnsgQ8scqcpNOp8NIFc1m5z5rYihMgkIIF7rGmJAK6I6mScAfx5UOw8uorvXwZPcG+HX3edzftpbS4ahOQqwJF7KVu3INAIZ2qI0xPRog01KE9jTLWoVHd6VURpFN3Jtp0wyypEzXRlVxS3W6r6oaXc4pAgCPr9DS7d3EM2lgU1SKDsf7K48qHQohFQ6deiXiiI4G0tOdP70fqgvP4CTLSaZiRUcD6fvtiN6/HfrYGO4V4Jw5pHrRbFlmj3n3/hZ4bUBTVI0x4cnuDVBV4FeCVD0G/fET+McPtkLXRlXxzePeU0D7I2Y/Tr+vBZIrR3GekNJs/flwS5ZX3gKKJec2qguzofrjG6ELs7mWNasZQr+8lvZDdGK09GOXpc9dixP9j4ktx69KGJwwom/7Qrcvnm1G79/u/MyM9lzuFUui57hx3z60aHQPYbO9BkyJfhUiOhr3j52HgiBm3xN73+zw8UcAtglQBNeUax+l5r7i4ieJxzvXQ/8W1XysFDyuMeDrM1V12PaFQazPVuuQGEtioWLQSSkiEr0eSE52/vR+qC48g5MsJ5mKpdcDyXX00NcJpi09jEwC5NhVNKsh7ix7qh6D/vgJvE6VaHw7oiO6NqqK+Cjf9yFgeVPZ+tHVolbrz4dbsrzydlup1y2JwTYuX9/qAKO5yHVDoxpxERihoq87CFbaD3qjXvqxyzJQXIuN/geSmq9QE33bF7p98WxTXyfZ+Zmp91zuFYvRc9xIcsMvmXzzeAd0aiDTzG1K9KsQej0SmzaEQ6fc8VNyZe+v6pXYHb5bF1pTrn2UmvuKi58kIsMN+GxYW7Ea8j8Gyn2mqhLbvjCI9dlqHRJjSSxUDDopRUSSmwvExXnc7NPtobrwDE6ynGQqVm4uEBevQ258rYDbYlCIjMjBYCD9V8YSzeJe6aHqMehPAIHrdDr882ovLB3bGYNYvub4Up8mrv8X2o89miQEvY5m68+HW7K88nZb6YNBrfDs7YHfcFXObZSxGpExsw8Yq/Ob/3+P6waTMYS+9lXaD7kXc6UfuywDxbX4ov+BxEC9Z6VE3/aFbl8828yNr+X8zMz1XO4Vy0XPcXNHwxoSByedanER8jWmRL8KkZuLOWN7IibAm52LvW/u1KCK1yy3AJDqYxkgwnbItY9Sc19xkSkJrjFQ/jNVldj2hUGsz1brkBhLYqFi0EkpQog66FT9pyL1CTfq0So5Hu8PSvV67sDU3pLNJEOkFRcVpuwsO0EIN9AhBCHlvXFPC6VDICHoh1G3ejze8/odWPtCdyRXjlIootDWIYB7Zj7bs5EMkRBSMdARJSFEUXGRYRjYsjrNtCdAai3Prz6aI4L5ah8h/ESGh9BVUhrToqZ4X3d2n8mLCBdjUvFVDxzU/LVQ4qlydDgaJAR2f1ASvJa1uPexMSb6DCRELNr95CSEaFLLWnF49vZGuJRTiEHtkmnWJxEseioNxzLzMPmPdPRMuXlPooaJMTiRlSf4/aPo5IOsYjVwUjF9Wh+lQ6jQ0kS870+nBlVEey+ibXq6YJkQAEDNSt737yqvW+MExEeF4+VfDsgQESGhjU5KEXHExgI5Oc6f3g/VhWdwkuUkU7FiY4GcbAaxOB9wWzpEIrlwEXTg/nAO1B9PdxHtvfxR9Rj0h0fgJqMBLWrFYcmYzuWWOy+GFdqPzWrEoVJUeEAHaWU0W38+3JKNBY+8yxUr3KjHjok98eayQ1h24JLfVaXYRlnbCrchedxK6MJtmr4ahFVpP8TGxEo/dlk2ENfiGP8bUMPEGCwZ0wmz15/AmsNZvEL4dkQHfL/jHKbd3YzX+mxE3/aFbl8824zNPo8cMIiN1Xks94olRsZxIzG9nGellOhXIWJjsWnXCeQtOhzQy8XcN797f/BfCRW8HXLto9TcV1wCSCKQLSGlmhkp1cyYtCQdVh83nOcaA+6fqarFti8MYn22WofEWBILFYO+vkdE4nAAGRnOn94P1YVncJLlJFOxHA4g46wDjrPBtOWATXcFgBo70j9Vj0F/JAlceD++fW8LjOkR+H2qNFt/PtyS5ZW3j5WqxUVg9v/auB7XjGf7xUbGbZQBbJYIqPge28KU9oPD5pB+7LIMFNdiG/dAal27Ej51GyPB6tooAXMfbovEWHFvbi36ti90++LZpuNshvMz0+G53CsWm4zjRmJ6nYwnpZToVyEcDkRcugA9I//x05D2tYNeR3BNufZRau4rLgEkoQtiW4iJYPsjDccY0MJnKtu+MIj12WodEmNJLFQMOilFRJKfDzRv7vzp/VBdeAYnWU4yFSs/H2ieakB+aprPtt67v6XXMgbFuBQxFgyKJY1NCqoeg/5IELgS/ajZ+vPhliyvvP2sdGbGAOyf0hubXr4N4Ubvj2w5+5YpMeLSV93BlITgVVKAqx/ys/KlH7ssfe5anBXYQFLj159F3/aFbl8828xPTXN+ZuZ7LveKJUvGcSOh+gnRqCPnTbOV6Fch8vPR4c7uiCoJbF+r9PGT4Jpy7aPU3FdcAkiiVXK837cY2LK66/8HtfM9CzLXGNDEZyrbvjCI9dlqHRJjSSxUDDopRUhFN7BldZyZMQCVo8OVDoWITM4/ehPpxEWGwaDXiXpza0KIdKpo8PN07fju8n59j/h1b+uaSodQoaUmx+OHkR0Deu0LdzSROBpCQh+dlCKkgiubbUcvw96gfkK09I0QF5pJKbTUr6qO7Wd457pKh0AEeqJbfaVDCGn3tdHeCYVgvq5EpDf+jsZKh1DhdWrIPqGE+1fqfV3FHKzWteMFvwchWqbi6wWJ5vi4GaJq8QxOspxkKlZsLAMwnm2Vff1Dx3JbRx0j3g2Ulz/bVbT3CoSqx6A/IgXu/juGkH6MZb1fAsd6Wq0/H27J8so7gJX6NKuGxbvPey0XcxvlYjDZ8GLvEP6rsNtkHXK1xbo4wCB+GNkRk//4L6CZNl/pm4KBLaujVhCTFvAhyYQgUr03m5hYxOoYeN3y2Fcsco4bkd3WJAFT7hT3ZvcBU6JfBbBFxwT1eiH75uTKUVj8VBoqRfG/6k5wTbn2UVomMIlnejYK6HVcY0AXXgIASKkWi73nsgXFJBm2fWGg/NQ6JMaSWCp4MeikFBGH2QxYLGwP1YVncJLlJFOxnM3oAFwAAMy4rwW+33kOr/R1/oLp64+kekShdtFi0WKQ8/4nqh6D/ogYeNlNa4X24+B2yUGvo9n68+GWrBk88g6wWHJso/7oTTZ0e2sLzOYesrQnu9J+4NWHPNtiXxz4BtSpYVWsGd8ddScs43ytQe/8ZVdKom/7Qrcvnm2acy/AqymfsXiPG61cdTTlzqZ4rHM9ZRpXol+FMJvB5OQg77W/A3q5GPvm9nUr815X8HbIuY/SMBGSCGQGWq4xoDfZUPv5Vc7/1+nw+cNt8fKvBzBzSCtBsYmKbV8YxPpstQ6JsSQWKgZ9fY+IxGYDVq50/vR+qC48g5MsJ5mKZbMBK5fbYVu+CrDZ8GCH2vjzmS5INDtnXjL6+P4eAzsK9bvBwC5pbFJQ9Rj0R8TAy34xEtqPfE4marb+fLglyytvAcWScxtlHDrcOFY5dPu0tB9sRTbpxy5Ln7sWFwU/Jv5vUCrna1olVwo61GCJvu0L3b54tmlbvsr5mWnzXO4VS5H3uNHGKSkgOoBfrCWjRL8KYbMhbM1qvDUwJaCXK338JLimXPsoNfcVFwmSGOB24/MyXGOAcehQeKoqGIcOep0OvZtVw97X70CPJomixSUY274wiPXZah0SY0ksVAw6KUVEUlAA9O3r/On9UF14BidZTjIVq6AA6DvAgIIBD/hsq2N977/IMShGlmmKJmffU/UY9EfEwKuZTQCE9eP8R9rxaluz9efDLVleeQe4kq+LL+TcRpkSA/Z90TJ0+7S0HwquFkg/dln63LX4avADqVkNs8fj9x7wnFF13sNt0aEe/ysvAiX6ti90++LZZsGAB5yfmQWey71iuSrjuBGZoifPlOhXIUqDfKhlAib04z4xpfTxk+Cacu2j1NxXXCRIwuhjkgCuMcCUGJC1uCOYEgMMpeur7ipLtn1hEOuz1TokxpJYqBh0UooQ4hRm0OPte5srHQYRkTkiTPB7tEymGd/Ugu2+b4T4MrhdMiJLr3K8M7UG+jSrpnBERG1U9wuwRtAkIhVX46QYn3+sMwjclhomBne/MkJCDd1TihDiMqxjHby2JF2S9/5hVGBT6xLxCP19o2dKIhJjI8QJhhAiKV+/KK96vhv+OnAJ/+tYW/6ACCEkhPwwsiPrjHwNBJxUeub2hniwffD37iQklNCVUkQcej3QtKnzp/dDdeEZnGQ5yVQsvR5ommKHPqVJEG3pEOaoDTEu8g83yDsYVD0G/REx8JtX1vDrx66N2KdD5qLZ+vPhliyvvANdyWf3ibeNctIxod2npf2gN+qlz5Olz12LjeJsQMmVozC6RwPERQq/ajJQom/7Qrcvnm3qU5o4PzP1nsu9YjHKOG5Epuh1Ukr0qxBBBynjvtkHwTXl2kepua+48EyC7YQUAIzs6mvCAI4xoGMQViUXo29rAKPMx8gBY9sXBrE+W61DYiyJhYoBHcPQRahlLBYL4uLikJOTA7PZzL0CISEokBmc+PjlqTS0EzCTDAneK78cwM+7MnivP/XOphiu1MxMxMv6o1l4bMG/irWv6ExdhNOhixb0/2Sz6/GZGQMUjKZim778MOZtOqV0GJw+HJyK+9rUUjoMzVn0bwZe/vWApG3Q9qsOb/11CPO3nMZLfZpg7G0N/b6W7/Ez9TUJZYGeX6m4p+OIuKxWYP5850/vh+rCMzjJcpKpWFYrMH+uDda5XwXcFoMS5BpWgkFJ0O3VjI/0eCz3rStUPQb9kSBwIf3Il2brz4dbsrzyDnClMJ8zZMrXt7ckxoV2n5b2gzXPKn2eLH3uWpwX/EAKM9zcyX7zeAfRQg2W6Nu+0O2LZ5vWuV85PzOtnsu9YsmTcdyIjM/MqqJRol+FcAuyYZLnV7Xa1vGe1VKJz113gmvKtY9Sc19xCSKJ1wbcgo0v9cCYHg2CboZrDDB2HXL3J6u7lmz7wiDWZ6t1SIwlsVAx6Eopd3SllAAWCxAXB+TkAGZz+YfqwjM4yXKSqViuZmCGOec8a1vuf+lxoAAZkYORXLgIekQF1d7UO5ti6p+HXI9/HZ2GtnXku1JK1WPQHxEDn/DrAfz0bwbvfhRypZRm68+HW7IWmIPPO8Bi2ewONHztb49lQrbRYG17oQ9qJhpDt09L+8GSkYO4ZLO0ebL0uWtxhgXm5OAGEsMweP7nfagcbcLkO5tKFDg30bd9odsXzzYtcbUQB4tnW75iKe0r93Eze+thzNuo/iuljr/dD2FKfW1IiX4Vwi3e3TfsuH/ONtdTbWrHY8+5bI+XC903C716RvB2yLWPUnNfcZEoifJXSnGNAUexERkz+6i7lmz7wiDWZ6t1SIwlsYRwMehKKUKIouhst/YlV5b2JAcJjpL3nLi7VQ3EmGhuFDXT6XSY+WBrRU9IEaeGCdqYSUuxE1Ih6KU+TZQOgWhM/xY0IyohZejTiBAiunCjr10LTT0tN6Ffmbw9JVGcQIgqHJzam9d6rWvH44NBqSJHQ0jouq9NLUzol6J0GEQmMRFhnPcbIqS84Z3qKh0CIapBJ6WIOAwGoHdv50/vh+rCMzjJcpKpWAYD0LunDYbbe/hty/NEhh4R9tYIdlex7JkuXtOTN6kWG9R7CKXqMeiPJIHz60edgLNamq0/H27J8spbULEC79vYCH4zsC0Z0xlGgz70+7Q0QUO4Qfo8WYrpWhyu3WKLPk6Ebl882zTc3sP5mWnwXO4VS7j3uDHodXiqewP0uiVJ4kA1TIl+FcItyNgIz6tG376nuY8V+H3uikVwTbn2UWruKy6yJeF/DOi1UEu2fWEQ67MlGRJjSSxUDLqnlDu6pxQhQP2Jy+AQuFc4M2MAruYVo/3ba5BWvwrmPdyW9y/EhL+Jvx3Ej/+c470+zQijPkJmxzwzY0DQ6/8wsqPfabAJIexGfr0Law5fVjoMn0Z2qYdJA+mrnnyN/3kf/jp4Cete6I5alZxfdRdz9mL6/NWeJXvP4/mf9wf8+r+e6YLmNeMkjIgQ5dE9pYi8iouBqVOdP70fqgvP4CTLSaZiFRcDUyfZUDzpTb9tuV8dw6AE2cbvec0eUzXGhCNv9sX3IzsqckJK1WPQHwkCF9KPfGm2/ny4Jcsr7yBWapjoea+aYPu2QUJ0EIHB44RUyPdpaYLFlmLp82QppmuxRbvFFn2cCN2+eLZZPOlN52dmsedyr1gs7ONmYMvqEgfK36v9b1E2ACX6VYhyQX44pBWOvdXPdUKqPCU+d90JrinXPkrNfcVFoiTqVw3u89mqhVqy7QuDWJ8tyZAYS2KhYtCVUu7oSikBaPY92ePh3QzH7HsNX10OW+mlUoHMHqPXwePKqupxEdg+safo8QdL1WPQHxEDf3XJQfyw8xzvWYCE/KVWs/XnQ6bZ9wDgYnYhOs1Y53ocTN+emTEAZ6/l49mf9mF/RrbHc8ue7YLalaPgYIDUaasAAPe1qYkPB7fiE6Y2aXz2PbWg2fduvp5hGCw/mImxP+yRMFh+FL8SR8Oz70k9ezFAs+9JSqIk9mdk4+7ZW12PucbAT8O7IO2WOHXXkmbfk0cIF4OulCKE8KIP8j5CjRI97xUVGVZxvw9NiNRqxEfyWu/rxzsAAOpUicbvYztj8VNpaFkrDgNaVMfxt/uhWY04xEaEIS4yDI91rotGiTF4y+d9UgghgdLpdGhfr5LSYRCVa107XukQiAj4fj4TQlR6Uur69esYNmwYzGYz4uPjMWLECOTl5fldp0ePHtDpdB7/nnrqKZkiJiSE0CR5FdpDt9YGAEykmaNCxp7X70D3xgkey9rXrYw/nu6C2cPaeE0LP+XOZlg9vjuiwj1v5ksIIUR8j3Wu5/b/dfHDqI4KRkP4Sog14bcxnbByXDelQyFEc1R5xDls2DBcunQJq1evRklJCR577DE88cQT+OGHH/yuN2rUKLzxxhuux1FRwV8uS3gKCwNGjHD+9H6oLjyDkywnmYoVFgaMeNSGMAzz21bPlET8nZ5Z+siAGFtvAIFf/dS2jjr+KqzqMeiPiIHfPL8YeD9O6HcLnuzWALUqCfuLn2brz4dbsmHgkbegYnH3beXocB7v6y3k+7Q0wbCoMOnzZCmma3GUdost+jgRun3xbDPs0WEYARvCwowey71iifI/boK9+rjCUKJfhQh6YAd//AQ4/yggBsHbIdc+Ss19xUXCJNrUdh4Dv3F3M0z6fY/fMWA0aqCWbPvCINZnSzIkxpJYqBjqu6fU4cOH0bRpU/z7779o164dAGDFihXo378/zp8/jxo1avhcr0ePHmjVqhVmzpzJu226pxQhQE5hieueMoFokhSLo5dzXY8PTO0NM820pwqvLTmI73cGN/vef9P6INqkyr9XkFLBzvCk+L1jCKnAruUVo+1ba5QOwwvtF8T36Ff/YOOxK0Gv98nQ1nj2x70AqF9CCddnNc2+RyoCzd5Tavv27YiPj3edkAKAXr16Qa/XY+fOnX7X/f7771G1alU0b94cEydOREFBgdThkjKFhcDIkc6f3g/VhWdwkuUkU7EKC4GRw20oHD7ab1txkWGoERcBAHCgGNfCPoED7LNB3NO6psdjtZyQUvUY9EeCwAPpR7Fptv58uCXLK+8gV3qiW32kJscDkLdvQ75PSxMsvF4ofZ4sxXQtvq7dYos+ToRuXzzbLBw+2vmZWei53CuW6zKOm1CiRL8KEUCQ7n/lD2bfbNSLfzWd4Jpy7aPU3FdcZEqCawwUaaGWbPvCINZnSzIkxpJYqBjqOymVmZmJxMREj2VGoxGVK1dGZmYmy1rA//73P3z33XdYv349Jk6ciG+//RYPPfSQ37aKi4thsVg8/hGeSkqAL790/vR+qC48g5MsJ5mKVVICfPm1ESVff8/Z1oaXbiv9PzvyjKsA2Flf+3BaHfGCFJGqx6A/IgZ+81sj3P0oNs3Wnw+3ZHnlHeRKr/a/Bb+P7Vz6yH/fmozifcyHfJ+WJlhSUCJ9nizFdC0u0G6xRR8nQrcvnm2WfP298zOzxHO5VywF/seNQYITDiFBiX4VIoAgPb98Evjnbs9bEtGshtl1T0cxCK4p1z5KzX3FRbYk/I8Bm00DtWTbFwaxPluSITGWxELFkO+eUhMmTMC7777r9zWHDx/m/f5PPPGE6/9btGiB6tWro2fPnjh58iQaNGjgc53p06dj2rRpvNskJFSFB/GLrIHul6FadKNqQpsnIcrS0ewhhIPJaMCyZ7sqHQYhhChGtiulXnjhBRw+fNjvv/r166NatWrIysryWNdms+H69euoVq1awO117OicueLEiROsr5k4cSJycnJc/zIyMvglRwghKjSmRwOk1qL7FYSqUV3rcb4mxqSOr9MSUmHROakKY0yPhgCAdhwTvrSvq44JYQghRC1k+zN6QkICEhISOF+XlpaG7Oxs7N69G23btgUArFu3Dg6Hw3WiKRD79u0DAFSvXp31NSaTCSaTKeD3JH6YTMCUKc6f3g/VhWdwkuUkU7FMJmDKazaY8FLAbekQhriSodCB/RdbtV6Joeox6I+IgcdHheP3p7ugzoSlnP0oNs3Wnw+3ZE3gkTfPYiXGRnBuowuGtw/qPf0J+T4tTdBkNkmfJ0sxXYvN2i226ONE6PbFs03Tay9hCmwwuU/84CsWs/9xEx0e3Oxrchjdw/c3CGSlRL8KEcDATmtQBfsm34G4yDDUnfi77J+77gRvh1z7KDX3FReZkuD6fA4P10At2faFQazPlmRIjCWxUDHUN/seAPTr1w+XL1/G3LlzUVJSgsceewzt2rXDDz/8AAC4cOECevbsiW+++QYdOnTAyZMn8cMPP6B///6oUqUKDhw4gOeffx61atXCxo0bA26XZt8j5KZAZ/g68mZfpLy+wvWYZo5Rn8av/Q2r3RHQa2n2Pe2Yv/kU3lrG/rX3H0Z2RKeGVWWMiBDiy+3/twGnruYrHYbLmB4N8HLfFKXDCGn+jqHa162Ef8/ccD2m46bQ9N6KI/hsw0nW52n2PVIRaHb2PcA5i15KSgp69uyJ/v37o0uXLvj8889dz5eUlODo0aOu2fXCw8OxZs0a9O7dGykpKXjhhRdw//33488//1QqhYonPx/o08f50/uhuvAMTrKcZCpWfj7Qp5cN+T3vCrgtB4pwOfx1OFAkaWxSUPUY9EeCwBc83iLgfhTryjfN1p8Pt2R55c2zWI2TYv1uo2LfYDnk+7Q0wfysfOnzZCmma3GWdost+jgRun3xbDO/513Oz8x8z+VesWRxj5v4KHV9jVYVN19Xol+FCDJIpY+fBNeUax+l5r7iIlMSRqPVawxMubOp6/8LCjRQS7Z9YRDrsyUZEmNJLFQM+b6+F4zKlSu7rorypW7duh4zXCQnJwd1RRSRgN0OrFrl/On9UF14BidZTjIVy24HVq01wo4NQbTlQJFhL4DArrJRE1WPQX8kCLxFLbPs/ajZ+vPhlqwdPPLmWayujarC3zbaluO+JsEK+T4tTdButUufJ0sxXYut2i226ONE6PbFs037ug1YBaNnW75isXKPG53Kvuc+ogv3/egkp0S/ChH0wGbfNzdOivW4UkoKgrdDrn2UmvuKi0xJOBi71xh4rHM9TPvzkPN5LdSSbV8YxPpsSYbEWBILFUOdV0oRQpRXMz5S6RCIAmimKO3g+kXXaKCPeELUwBTEjLZyiI8KVzqECu2u1BpKh0AIIaqirk9JQohqrBnfXekQiIy6NU7AU90bIFKFN+UlwUuuTCeVCVGLt+5prnQIREX0avj6JFFczfgopUMgRDVU+fU9okEREcAXXzh/ej9UF57BSZaTTMWKiAC+mGNDBGYG1FZkuAE6hKGy9RnWmUNmDmklbpAiUvUY9EeCwCOMEX77EQAmD2yKhokx4rWp1frz4ZZsBHjkLaBYbNvoguEdgn4vLiHfp6UJRsRHSJ8nSzFdi+O1W2zRx4nQ7YtnmxFzZuIL2BARYfRY7hVLPPe4qZ8g3r41ZCjRr0IEObC5jp+kJng75NpHqbmvuMiURJje5HMM7JjYE0UldiSZw9RfS7Z9YRDrsyUZEmNJLFQMdc6+pxSafY8QTw9/uRObj19lff6Toa3Ru2kSzb6nAf+cvo7B87azPr9mfDc0TIyVMSIiBl8zPC1+Kg3t61ZWIBpCCJtAZ7SVA31OS2/634cxb+Mpn88tfioNg+be/Dym/ghNs9efwPsrj3oso74mFY2mZ98jGpSXBzRr5vzp/VBdeAYnWU4yFSsvD2h2ix15t7QPuK2H0hJx0TQGDhRKGpsUVD0G/ZEg8DxrHh77u6us/ajZ+vPhliyvvAUUy4FCj210XK9GaCfyDc7LhHyfliaYl5knfZ4sxXQtztRusUUfJ0K3L55t5t3S3vmZmee53CuWTBnHjQi+HSH+VZS8KNGvQgQZ5NjbarEeP8lxOYDgmnLto9TcV1xkSqLYnu/3GFoTtWTbFwaxPluSmshfLlQMOilFROJwAIcOOX96P1QXnsFJlpNMxXI4gENHDHAcORpwW3aGQYn+HADfR1A14tR7mamqx6A/EgTuYBw4dOUQ7miaINp7crap1frz4ZYsr7wFFctzGx3Xq7FkM32FfJ+WJuiwOaTPk6WYrsU27RZb9HEidPvi2abjyFHnZ6bDc7lXLDYZx40IOjWoqnQITkr0qxDBBqnzf/wkNcE15dpHqbmvuMh13M04/I4BTdSSbV8YxPpsSWoif7lQMeikFCGEXdPq7JdZdqhbGe3qVobKZromfrz3QCqa1aCvJoeSlrXilA6BEKIh9JGtLp8Mba10CIQQojg6KUUIYVU5mn3a6EVPpQEADHRWSjPCDHo0qcZ23yjqRy369H9tlA6BEBKA53o2UjoEAKA/JKnMXak1lA6BEEIURyeliDiiooAVK5w/vR+qC8/gJMtJpmJFRQErltkRteyXgNuKCotCYvE06GDyWN6h3s2bKBsNeswZ1gZt61TCynHdRI1ZCFWPQX8kCDwqLAorhq1AVFgUdDKdfNJs/flwS5ZX3gKKVSs+Ho80nOe1jUoh5Pu0NMGoqlHS58lSTNfiqtottujjROj2xbPNqGW/OD8zozyXe8VSNbBx06lBFYmDDoxUX+8NmhL9KkSQQZZ97raoId/X5j3aF1pTrn2UmvuKi0xJhBsifR5DyxyGMGz7wiDWZ0tSE/nLhYpBs++5o9n3CPHma8agzg2r4PuRtyoQDRFq/KJ9+G3PBa/la8Z3R8NEmrZci95Zfhifb3LO8kQz+xCiTjtPXcOQz3coGkOnBlXwwyj67JYTwzCoN3G56/HSsZ1htTlcs+HSPjt00ex7hNDse0RuFgtgNjt/ej9UF57BSZaTTMVyNsPAElsz4LYsxRacixgEBwo8lkeGGaQIUVSqHoP+SBC4pdgC83QzLMX+3lPcv09otv58uCXLK28BxbIUW/DG7vZe26gUQr5PSxO0nLdInydLMV2Lz2u32KKPE6HbF882LbE1nZ+ZFs/lXrGcl3HcCBRuVNFhvxL9KkSQQZZ97uZacz2Wt0qOR+XoMCki9GxfaE259lFq7isuMiVRaMv1eQwtcxjCsO0Lg1ifLUlN5C8XKgaMSgdAQkhurr+H6sIzOMlykqlYubk6AMG1xei8p7KdcmczkSKSlqrHoD8SBF52YCzX1/cADdefD7dkeeUtoFjFjnze6wYr5Pu0NEFZ8mRpxLVYw8UWPXSh2xcfebnI9bW/9BWLnOMmlCjRr0IEGWT5E1KVopwnoxomxuL1gU2RGCvt164F15RrH6VlMiXh6xhagTCEYdsXBspPkprIXy4VvBh0UooQErTkyhX3O8+EqFFqrTjcndpQ6TAIISz0euXv5dS9sTL3NyLeRnSpp3QIhBCiGiq6jpcQogVqupk5IcTp+1G3YmTX+kqHQQhh0To5HrdUV/Z+pQ/fWkfR9iuqd+9vgahwA+Y81FbpUIiC+jarpnQIhKgWXSlFxBEdDaSnO396P1QXnsFJlpNMxYqOBtL32xGN7QG3FR0WjYNPHcSAj065ljWpFitViKJS9Rj0R4LAo8OikT46HdFh8hVDs/Xnwy3ZaPDIW0Cx5OzbkO/T0gSjE6Olz5OlmK7FidottujjROj2xbPN6P3bkQ47oqMNHsu9YkkMbNwYDXosf7YL9py7gfvnbJc4AfYYVEOJfhUiyIHtvm8e0t6MQW2TZb1aTvB2yLWPUnNfcZEpiWbVE1G9aLZr9r2ujasqEYYwbPvCINZnS1IT+cuFikFXShGR6PVAcrLzp/dDdeEZnGQ5yVQsvR5IrqOHvk7gbel1eiTHJUOLuwpVj0F/JAi8rB/1OvmKodn68+GWLK+8BRRLzr4N+T4tTVBv1EufJ0sxXYuN2i226ONE6PbFs019nWTnZ6bec7lXLMbAx41Op0Ob2pUwoGV1iRPQACX6VYgggyy/b5b765uCa8q1j1JzX3GRKYk+TavDyCSA7RhaE7Vk2xcGsT5bkprIXy5UDA3+pknUKTcXiIvzuNmn20N14RmcZDnJVKzcXCAuXofc+FoBt5VrzUX8u/GIj7JJGpsUVD0G/ZEg8FxrLuJmxHnddNWTuAfMmq0/H27J8spbQLEC61txhHyfliaYezFX+jxZiulafFG7xRZ9nAjdvni2mRtfy/mZmeu53CuWi8GNG51Oh9n/ayNp+JqgRL8KEWSQcu6bfbYvtKZc+yg19xUXmZLIK8lDRuRgMPB9s3NN1JJtXxjE+mxJaiJ/uVAx6KQUIYRb/YQYpUMgkmOUDoAQQgghJCQxdJhFCCs6KUUI4fTOvc3R65Yk/PTErUqHQgghhGhev+by3vR416ResrZHCPGkU34CTkJUi05KEUI41awUhfmPtsOt9asoHQoRUXLlSKVDIISQCumOpkmytTWiSz1UjTHJ1h4hxJvSs28SomY0+x4RR2wskJPj/On9UF14BidZTjIVKzYWyMlmEIvzAbcVGx6LnAk5iA1XY0f6p+ox6I8EgbP1o0HCP9tptv58uCUbCx55CyiWnNtoyPdpaYKxMbHS58lSTNfiGO0WW/RxInT74tlmbPZ55IBBbKzOY7lXLDEyjhsePhiUqs4bqyvRr0IEObCVPn4SvB1y7aPU3Fdc5DruDo/FjkfPYcLiExjcvjba1K6kRBjCsO0Lg1ifLUlN5C8XKgZdKUVE4nAAGRnOn94P1YVncJLlJFOxHA4g46wDjrOBt+VgHMjIyYCDUWNH+qfqMeiPBIG796P7eSgpb2+g2frz4ZYsr7wFFEvObTTk+7Q0QYfNIX2eLMV0LbZpt9iijxOh2xfPNh1nM5yfmQ7P5V6x2PiNGzm+yvPZsDa4v20tRITxmMpdakr0qxBBBqn08ZPgmnLto9TcV1zkOu5mHIiJsmDNC90wukcDpcIQhm1fGMT6bElqIn+5UDHopBQRSX4+0Ly586f3Q3XhGZxkOclUrPx8oHmqAfmpaQG3lV+Sj+ZzmiO/RI0d6Z+qx6A/EgSuRD9qtv58uCXLK28BxZKzb0O+T0sTzM/Klz5PlmK6Fmdpt9iijxOh2xfPNvNT05yfmfmey71iyZJx3ASpfwsVXiFVRol+FSLIIJU+fhJcU659lJr7iotcx90cY0ATtWTbFwaxPluSmshfLlQMOilFCCEVSZXocKVDIISQCi8qXNo7aEzslyLp+xNCCCFioZNShBBSgYy9vSHLMzQtDCGEyKVnSiL6NpNuBj66qTIhhBCtoJNSRDw+boaoWjyDkywnmYoVG8sAMUHe4F2DNzkvo+ox6I8EgZf1ozkijOUV4t9hSrP158MtWV55CyiWnNtoyPep22QdcrXFuljDxZZkQhCp3ptNTKzzMzOQWHiMG6NBj7kPtxUQoH9dG1WV7L1Fo0S/ChHsBDkKHz8JrinXPkrL5Dru5hgDmqgl274wUH6S1ET+cqngxdAxDCPlvW41xWKxIC4uDjk5OTCb6S9MhJDQVHfCMgBA7cpROHe9AACwZnw3NEys2B+IhBAit/QLORg0dzveua85nv95v2jve2bGANHeixBCCOEj0PMrdKUUEYfNBqxc6fzp/VBdeAYnWU4yFctmA1Yut8O2fFXAbdkcNqw8sRI2hxo70j9Vj0F/JAhciX7UbP35cEuWV94CiiVn34Z8n5YmaCuySZ8nSzFdi4u0W2zRx4nQ7Ytnm7blq5yfmTbP5V6xFAkbN81rxuHwm31xb+taoqagekr0qxBBBqn08ZPgmnLto9TcV1zkOu7mGAOaqCXbvjCI9dmS1ET+cqFi0JVS7uhKKQEsFiAuDsjJAczm8g/VhWdwkuUkU7FczcAMc875gNqyFFsQNyMOORNyYDaprSP9U/UY9EeCwMv3Y9mVUsmVI5FxvRCA+FdKabb+fLgla4E5+LwFFEvObTTk+7Q0QUtGDuKSzdLmyVJM1+IMC8zJ2iy26ONE6PbFs01LXC3EweLZlq9YSvtKjHFTtm8Wql/zapjzkHRfDRSFEv0qRJADW+njJ8HbIdc+Ss19xUWu426OMaCJWrLtC4NYny1JTeQvlxAuBl0pRQghhBBCiEbMGtraa9mM+1oE/T4fDm4lQjSEEEKIPOikFCGEEEIIIQq7M7VGQMv8ubd1TUSGG8QKiRBCCJGcUekASIjQ64GmTZ0/vR+qC8/gJMtJpmLp9UDTFDv0aBJwW3qdHk0TmkKvU2NH+qfqMeiPBIEr0Y+arT8fbsnqwSNvAcWSs29Dvk9LE9Qb9dLnyVJM12Kjdost+jgRun3xbFOf0gRNYYdeb/BY7hWLUdpx4wjiLhujutbDawOaihuAVJToVyGCHNhKHz8J3g659lFq7isuch13c4wBTdSSbV8YxPpsSWoif7lQMeieUu7onlKEkIrA1+x7B6b2hjkiTMmwCCGkwit/X6mDU3ujxdRVAa1LM+4RQghRE7qnFJGX1QrMn+/86f1QXXgGJ1lOMhXLagXmz7XBOvergNuy2q2Yv2c+rHY1dqR/qh6D/kgQOFs/6nTAppduw+rnu4l+Qkqz9efDLVleeQsolpzbaMj3aWmC1jyr9HmyFNO1OE+7xRZ9nAjdvni2aZ37lfMz0+q53CuWPGnHDdtfjp/q3kDchuSmRL8KEWSQSh8/Ca4p1z5KzX3FRa7jbo4xoIlasu0Lg1ifLUlN5C8XKgZdKeWOrpQSgGbfkz0e3s3Q7HvqJuPse7UrR2HTy7eJ0oZXm1qtPx80+15ooNn3REGz7wmLrfyVUsfe6ofGk/72WPbJ0Na4K7WG12s1daUUzb4nKZp9zw+afS9wNPuePEK4GJq+Uurtt99Gp06dEBUVhfj4+IDWYRgGkydPRvXq1REZGYlevXrh+PHj0gZKCCGEEEKIRMKNejSt7nkgX79qNACgR5ME17IvHmkna1yEEEKIWFR5UspqtWLQoEEYPXp0wOu89957+OSTTzB37lzs3LkT0dHR6NOnD4qKiiSMlBBCtMeg1wEAWteOVzYQQgghHm5zO9HUtk4lAMDQjrU9XtO8ZhwA4K17mqN93UqY+1Ab3NE0Sb4gCSGEEBGpcva9adOmAQAWLlwY0OsZhsHMmTMxadIk3H333QCAb775BklJSVi6dCkefPBBqUIlZQwGoHdv50/vh+rCMzjJcpKpWAYD0LunDQamR8BtGXQG9G7QGwadGjvSP1WPQX8kCLx8P656vht+33sBI7rWF60Nrza1Wn8+3JI1gEfeAool5zYa8n1amqAh3CB9nizFdC0O126xRR8nQrcvnm0abu+B3jobDAajx3KvWMKlHzdNq8e6/v+vZ7q4/r9WpSgsfqqT+A3KQYl+FSLIga308ZPg7ZBrH6XmvuIi13E3xxjQRC3Z9oVBrM+WpCbylwsVQ933lFq4cCHGjRuH7Oxsv687deoUGjRogL1796JVq1au5d27d0erVq3w8ccfB9Qe3VOKEEIIIYQo5bEF/2D90SsAgBfuaIxnejYCAKxIz0S9qtFoUi3W3+qEEEKIamj6nlLByszMBAAkJXleupyUlOR6zpfi4mJYLBaPf4Sn4mJg6lTnT++H6sIzOMlykqlYxcXA1Ek2FE96M+C2im3FmLphKoptauxI/1Q9Bv2RIHAl+lGz9efDLVleeQsolpx9G/J9WppgsaVY+jxZiulabNFusUUfJ0K3L55tFk960/mZWey53CsWi7jjJi7y5kyoT/W4OcNe3+bVQuuElBL9KkSQQSp9/CS4plz7KDX3FRe5jrs5xoAmasm2LwxifbYkNZG/XKgYACOTV155hYFzZlvWf4cPH/ZYZ8GCBUxcXBzne2/dupUBwFy8eNFj+aBBg5jBgwezrjdlyhSfceTk5PDKsULLyWEYwPnT+6G68AxOspxkKparGcQG3FZOUQ6DqWByitTYkf6pegz6I0HgSvSjZuvPh1uyvPIWUCw5+zbk+7Q0wZyMHOnzZCmma3GGdost+jgRun3xbDMHsd5t+YolQ9xxc9lSyAyeu435fd8FYW+kdkr0qxBBBqn08ZPgmnLto9TcV1zkOu7mGAOaqCXbvjCI9dlW1kT+cgnhYuTk5AR0fkW2e0q98MILGD58uN/X1K/P7/4m1apVAwBcvnwZ1atXdy2/fPmyx9f5yps4cSLGjx/vemyxWJCcnMwrBkIIIYQQQoRIjI3Az0+mKR0GIYQQIhvZTkolJCQgISGB+4U81KtXD9WqVcPatWtdJ6EsFgt27tzpdwY/k8kEk8kkSUyEEEIIIYQQQgghhJ0qZ987d+4crl+/jnPnzsFut2Pfvn0AgIYNGyImJgYAkJKSgunTp+Pee++FTqfDuHHj8NZbb6FRo0aoV68eXn/9ddSoUQP33HOPcolUJGFhwIgRzp/eD9WFZ3CS5SRTscLCgBGP2hCGYQG3FaYPw4jWIxCmV2NH+qfqMeiPBIEr0Y+arT8fbsmGgUfeAoolZ9+GfJ+WJhgWFSZ9nizFdC2O0m6xRR8nQrcvnm2GPToMI2BDWJjRY7lXLFEyjptQokS/ChHkwFb6+Enwdsi1j1JzX3GR67ibYwxoopZs+8Ig1mdLUhP5y4WKoc7Z94YPH46vv/7aa/n69evRo0cPAIBOp8OCBQtcXwlkGAZTpkzB559/juzsbHTp0gWfffYZGjduHHC7NPseIYQQQgghhBBCiDCann1v4cKFYBjG61/ZCSnAeRLK/R5VOp0Ob7zxBjIzM1FUVIQ1a9YEdUKKCFRYCIwc6fzp/VBdeAYnWU4yFauwEBg53IbC4aMDbquwpBAj/xiJwhI1dqR/qh6D/kgQuBL9qNn68+GWLK+8BRRLzr4N+T4tTbDweqH0ebIU07X4unaLLfo4Ebp98WyzcPho52dmoedyr1iuyzhuQokS/SpEkEEqffwkuKZc+yg19xUXuY67OcaAJmrJti8MYn22JDWRv1yoGOq8UkopdKWUABYLEBcH5OQAZnP5h+rCMzjJcpKpWK5mYIY553xAbVmKLYibEYecCTkwm9TWkf6pegz6I0HgSvSjZuvPh1uyFpiDz1tAseTs25Dv09IELRk5iEs2S5snSzFdizMsMCdrs9iijxOh2xfPNi1xtRAHi2dbvmIp7StZxk0oUaJfhQhyYCt9/CR4O+TaR6m5r7jIddzNMQY0UUu2fWEQ67MlqYn85RLCxdD0lVKEEEIIIYQQQgghJLSp8kbnSim7aMxisSgciQaV1az0Z7mH6sIzOMlykqlYrmbABNyWpdgCFJVuExqbqFLVY9AfCQJXoh81W38+3JK1lFsU7PpBNy1j34Z8n5Z9fuV6fo5J2Vb5RlyLc7VbbNHHidDti2ebFjAALJ5t+YolV8ZxE0qU6FchghzYSh8/Cd4OufZRau4rLnIdd3OMAU3Ukm1fGMT6Hj8De6riCeFilJ1X4fpyHn19z8358+eRnJysdBiEEEIIIYQQQgghmpeRkYFatWqxPk8npdw4HA5cvHgRsbGx0Ol0SocjiMViQXJyMjIyMuj+WIT4QdsKIYGhbYWQwNC2QkhgaFshJDBa3VYYhkFubi5q1KgBvZ79zlH09T03er3e7xk8LTKbzZoauIQohbYVQgJD2wohgaFthZDA0LZCSGC0uK3ExcVxvoZudE4IIYQQQgghhBBCZEcnpQghhBBCCCGEEEKI7OikVIgymUyYMmUKTCaNTZlGiMxoWyEkMLStEBIY2lYICQxtK4QEJtS3FbrROSGEEEIIIYQQQgiRHV0pRQghhBBCCCGEEEJkRyelCCGEEEIIIYQQQojs6KQUIYQQQgghhBBCCJEdnZQihBBCCCGEEEIIIbKjk1IhaPbs2ahbty4iIiLQsWNH/PPPP0qHRAhvmzZtwp133okaNWpAp9Nh6dKlHs8zDIPJkyejevXqiIyMRK9evXD8+HGP11y/fh3Dhg2D2WxGfHw8RowYgby8PI/XHDhwAF27dkVERASSk5Px3nvvecWyePFipKSkICIiAi1atMDy5cuDjoUQqUyfPh3t27dHbGwsEhMTcc899+Do0aMerykqKsLYsWNRpUoVxMTE4P7778fly5c9XnPu3DkMGDAAUVFRSExMxEsvvQSbzebxmg0bNqBNmzYwmUxo2LAhFi5c6BUP12dRILEQIoU5c+agZcuWMJvNMJvNSEtLw99//+16nrYTQnybMWMGdDodxo0b51pG2wshwNSpU6HT6Tz+paSkuJ6n7YQDQ0LKTz/9xISHhzNfffUV899//zGjRo1i4uPjmcuXLysdGiG8LF++nHnttdeY3377jQHALFmyxOP5GTNmMHFxcczSpUuZ/fv3M3fddRdTr149prCw0PWavn37MqmpqcyOHTuYzZs3Mw0bNmSGDh3qej4nJ4dJSkpihg0bxqSnpzM//vgjExkZycybN8/1mq1btzIGg4F57733mEOHDjGTJk1iwsLCmIMHDwYVCyFS6dOnD7NgwQImPT2d2bdvH9O/f3+mdu3aTF5enus1Tz31FJOcnMysXbuW2bVrF3PrrbcynTp1cj1vs9mY5s2bM7169WL27t3LLF++nKlatSozceJE12tOnTrFREVFMePHj2cOHTrEzJo1izEYDMyKFStcrwnks4grFkKk8scffzDLli1jjh07xhw9epR59dVXmbCwMCY9PZ1hGNpOCPHln3/+YerWrcu0bNmSee6551zLaXshhGGmTJnCNGvWjLl06ZLr35UrV1zP03biH52UCjEdOnRgxo4d63pst9uZGjVqMNOnT1cwKkLEUf6klMPhYKpVq8a8//77rmXZ2dmMyWRifvzxR4ZhGObQoUMMAObff/91vebvv/9mdDodc+HCBYZhGOazzz5jKlWqxBQXF7te88orrzBNmjRxPR48eDAzYMAAj3g6duzIPPnkkwHHQoicsrKyGADMxo0bGYZxjsewsDBm8eLFrtccPnyYAcBs376dYRjnSWC9Xs9kZma6XjNnzhzGbDa7to+XX36ZadasmUdbQ4YMYfr06eN6zPVZFEgshMipUqVKzPz582k7IcSH3NxcplGjRszq1auZ7t27u05K0fZCiNOUKVOY1NRUn8/RdsKNvr4XQqxWK3bv3o1evXq5lun1evTq1Qvbt29XMDJCpHH69GlkZmZ6jPm4uDh07NjRNea3b9+O+Ph4tGvXzvWaXr16Qa/XY+fOna7XdOvWDeHh4a7X9OnTB0ePHsWNGzdcr3Fvp+w1Ze0EEgshcsrJyQEAVK5cGQCwe/dulJSUeIzRlJQU1K5d22N7adGiBZKSklyv6dOnDywWC/777z/Xa/xtC4F8FgUSCyFysNvt+Omnn5Cfn4+0tDTaTgjxYezYsRgwYIDXmKbthZCbjh8/jho1aqB+/foYNmwYzp07B4C2k0DQSakQcvXqVdjtdo/BDABJSUnIzMxUKCpCpFM2rv2N+czMTCQmJno8bzQaUblyZY/X+HoP9zbYXuP+PFcshMjF4XBg3Lhx6Ny5M5o3bw7AOUbDw8MRHx/v8dry45jvtmCxWFBYWBjQZ1EgsRAipYMHDyImJgYmkwlPPfUUlixZgqZNm9J2Qkg5P/30E/bs2YPp06d7PUfbCyFOHTt2xMKFC7FixQrMmTMHp0+fRteuXZGbm0vbSQCMirVMCCGEEEmMHTsW6enp2LJli9KhEKJKTZo0wb59+5CTk4NffvkFjz76KDZu3Kh0WISoSkZGBp577jmsXr0aERERSodDiGr169fP9f8tW7ZEx44dUadOHSxatAiRkZEKRqYNdKVUCKlatSoMBoPX3fMvX76MatWqKRQVIdIpG9f+xny1atWQlZXl8bzNZsP169c9XuPrPdzbYHuN+/NcsRAih6effhp//fUX1q9fj1q1armWV6tWDVarFdnZ2R6vLz+O+W4LZrMZkZGRAX0WBRILIVIKDw9Hw4YN0bZtW0yfPh2pqan4+OOPaTshxM3u3buRlZWFNm3awGg0wmg0YuPGjfjkk09gNBqRlJRE2wshPsTHx6Nx48Y4ceIEfa4EgE5KhZDw8HC0bdsWa9eudS1zOBxYu3Yt0tLSFIyMEGnUq1cP1apV8xjzFosFO3fudI35tLQ0ZGdnY/fu3a7XrFu3Dg6HAx07dnS9ZtOmTSgpKXG9ZvXq1WjSpAkqVarkeo17O2WvKWsnkFgIkRLDMHj66aexZMkSrFu3DvXq1fN4vm3btggLC/MYo0ePHsW5c+c8tpeDBw96nMhdvXo1zGYzmjZt6nqNv20hkM+iQGIhRE4OhwPFxcW0nRDipmfPnjh48CD27dvn+teuXTsMGzbM9f+0vRDiLS8vDydPnkT16tXpcyUQit1inUjip59+YkwmE7Nw4ULm0KFDzBNPPMHEx8d73MmfEC3Jzc1l9u7dy+zdu5cBwHz44YfM3r17mbNnzzIMwzAzZsxg4uPjmd9//505cOAAc/fddzP16tVjCgsLXe/Rt29fpnXr1szOnTuZLVu2MI0aNWKGDh3qej47O5tJSkpiHn74YSY9PZ356aefmKioKGbevHmu12zdupUxGo3M//3f/zGHDx9mpkyZwoSFhTEHDx50vSaQWAiRyujRo5m4uDhmw4YNHlMSFxQUuF7z1FNPMbVr12bWrVvH7Nq1i0lLS2PS0tJcz5dNSdy7d29m3759zIoVK5iEhASfUxK/9NJLzOHDh5nZs2f7nJKY67OIKxZCpDJhwgRm48aNzOnTp5kDBw4wEyZMYHQ6HbNq1SqGYWg7IcQf99n3GIa2F0IYhmFeeOEFZsOGDczp06eZrVu3Mr169WKqVq3KZGVlMQxD2wkXOikVgmbNmsXUrl2bCQ8PZzp06MDs2LFD6ZAI4W39+vUMAK9/jz76KMMwDONwOJjXX3+dSUpKYkwmE9OzZ0/m6NGjHu9x7do1ZujQoUxMTAxjNpuZxx57jMnNzfV4zf79+5kuXbowJpOJqVmzJjNjxgyvWBYtWsQ0btyYCQ8PZ5o1a8YsW7bM4/lAYiFEKr62EwDMggULXK8pLCxkxowZw1SqVImJiopi7r33XubSpUse73PmzBmmX79+TGRkJFO1alXmhRdeYEpKSjxes379eqZVq1ZMeHg4U79+fY82ynB9FgUSCyFSePzxx5k6deow4eHhTEJCAtOzZ0/XCSmGoe2EEH/Kn5Si7YUQhhkyZAhTvXp1Jjw8nKlZsyYzZMgQ5sSJE67naTvxT8cwDKPMNVqEEEIIIYQQQgghpKKie0oRQgghhBBCCCGEENnRSSlCCCGEEEIIIYQQIjs6KUUIIYQQQgghhBBCZEcnpQghhBBCCCGEEEKI7OikFCGEEEIIIYQQQgiRHZ2UIoQQQgghhBBCCCGyo5NShBBCCCGEEEIIIUR2dFKKEEIIIYQQQgghhMiOTkoRQgghhBBCCCGEENnRSSlCCCGEEEIIIYQQIjs6KUUIIYQQQgghhBBCZEcnpQghhBBCCCGEEEKI7OikFCGEEEIIIYQQQgiRHZ2UIoQQQgghhBBCCCGyo5NShBBCCCGEEEIIIUR2dFKKEEIIIYQQQgghhMiOTkoRQgghhBBCCCGEENnRSSlCCCGEaI5Op8PTTz+tdBhBmzp1KnQ6ndJhEEIIIYSoAp2UIoQQQohqHDx4EA888ADq1KmDiIgI1KxZE3fccQdmzZqlWEzbtm3D1KlTkZ2dHdDrCwoKMHXqVGzYsEHSuMRw5swZ6HQ61n8zZsxQOkRCCCGEhDCj0gEQQgghhADOkz+33XYbateujVGjRqFatWrIyMjAjh078PHHH+OZZ55RLK5p06Zh+PDhiI+P53x9QUEBpk2bBgDo0aOHx3OTJk3ChAkTJIhSmKFDh6J///5ey1u3bq1ANIQQQgipKOikFCGEEEJU4e2330ZcXBz+/fdfr5M/WVlZsseTn5+P6OhoUd/TaDTCaFTf4VebNm3w0EMPKR0GbDYbHA4HwsPDlQ6FEEIIITKgr+8RQgghRBVOnjyJZs2a+bwaKTEx0ec6S5cuRfPmzWEymdCsWTOsWLHC6zV79+5Fv379YDabERMTg549e2LHjh0er1m4cCF0Oh02btyIMWPGIDExEbVq1cLUqVPx0ksvAQDq1avn+lrbmTNnfMZz5swZJCQkAACmTZvmev3UqVMB+L6nVNn9sRYvXoymTZsiMjISaWlpOHjwIABg3rx5aNiwISIiItCjRw+fbe/cuRN9+/ZFXFwcoqKi0L17d2zdutVnjHzVrVsXAwcOxJYtW9ChQwdERESgfv36+Oabb7xem52djXHjxiE5ORkmkwkNGzbEu+++C4fD4XpN2VcH/+///g8zZ85EgwYNYDKZcOjQIQDAhg0b0K5dO0RERKBBgwaYN2+eV/26d++O1NRUn/E2adIEffr0EbUGhBBCCBGX+v5URwghhJAKqU6dOti+fTvS09PRvHlzztdv2bIFv/32G8aMGYPY2Fh88sknuP/++3Hu3DlUqVIFAPDff/+ha9euMJvNePnllxEWFoZ58+ahR48e2LhxIzp27OjxnmPGjEFCQgImT56M/Px89OvXD8eOHcOPP/6Ijz76CFWrVgUA14mn8hISEjBnzhyMHj0a9957L+677z4AQMuWLf3msnnzZvzxxx8YO3YsAGD69OkYOHAgXn75ZXz22WcYM2YMbty4gffeew+PP/441q1b51p33bp16NevH9q2bYspU6ZAr9djwYIFuP3227F582Z06NCBs5YFBQW4evWq1/L4+HiPK7tOnDiBBx54ACNGjMCjjz6Kr776CsOHD0fbtm3RrFkz13t1794dFy5cwJNPPonatWtj27ZtmDhxIi5duoSZM2d6tLFgwQIUFRXhiSeegMlkQuXKlbF371707dsX1atXx7Rp02C32/HGG2941f3hhx/GqFGj/p+9Mw9volr/+DdJN7qkZS+Fsij7vgi9IApoBZSfirvoVeSCC4pX5F4QFFlEAUG97qIigtcN8SqiIossbiCbgOwgshRKWxCaNF2SJjm/P9IOSZOZZGYyW/p+nqdPmJOZOe/3fd9zZjiZOScoZ7Zt24bDhw9j6tSpYbUTBEEQBKEhjCAIgiAIQgesWbOGWSwWZrFYWN++fdmkSZPY6tWrmcvlCtoXAEtISGB//PEHV7Z7924GgL322mtc2fDhw1lCQgI7evQoV5afn8/S0tLYlVdeyZW9//77DADr378/c7vdAXXNnz+fAWDHjh2LSMfZs2cZADZ9+vSg76ZPn85q3n4BYImJiQHnf/vttxkAlpmZyex2O1c+ZcqUAFu8Xi9r06YNGzJkCPN6vdx+ZWVlrFWrVuyaa64RtPXYsWMMAO/f5s2buX1btGjBALAff/yRKysqKmKJiYnsX//6F1c2a9YslpKSwg4fPhxQ1+TJk5nFYmEnT54MqNtqtbKioqKAfa+//nqWnJzMTp8+zZUdOXKExcXFBfivuLiYJSUlsSeeeCLg+H/+858sJSWFORwOQf0EQRAEQWgLvb5HEARBEIQuuOaaa7B582bccMMN2L17N+bNm4chQ4agadOmWLFiRdD+ubm5uPTSS7ntrl27wmq14s8//wQAeDwerFmzBsOHD8cll1zC7dekSRPcdddd+Pnnn2G32wPOef/998NisSikkJ+rr74aLVu25Larn+C65ZZbkJaWFlRerXHXrl04cuQI7rrrLvz11184d+4czp07h9LSUlx99dX48ccfA16Z4+OBBx7A2rVrg/46duwYsF/Hjh1xxRVXcNsNGzZEu3btOHsAYNmyZbjiiitQt25dzp5z584hNzcXHo8HP/74Y8A5b7nlloAnoDweD77//nsMHz4cWVlZXHnr1q1x7bXXBhybnp6OG2+8EZ988gkYY9zxS5cuxfDhw6M+JxhBEARBENGFXt8jCIIgCEI39O7dG1988QVcLhd2796NL7/8Ev/5z39w6623YteuXQGDJM2bNw86vm7durhw4QIA4OzZsygrK0O7du2C9uvQoQO8Xi/y8vK4184A37xRkXL+/Hm4XC5uu06dOkhPT4/4eH9qaqk+T3Z2dsjyao1HjhwBAIwcOZL33DabDXXr1hWsv02bNsjNzRVtJxDo82qbfv/9d95XHGtOWl/T50VFRSgvL0fr1q2Djg1Vdu+992Lp0qX46aefcOWVV+L7779HYWEh7rnnnrB6CIIgCILQFhqUIgiCIAhCdyQkJKB3797o3bs32rZti1GjRmHZsmWYPn06tw/fE03VT8xIoU6dOhHve/PNN+OHH37gtkeOHInFixdLqpdPSziN1U9BzZ8/H927dw+5b2pqqiSbpNhTbdM111yDSZMmhdy3bdu2AdtifB6KIUOGoHHjxvjwww9x5ZVX4sMPP0RmZmZEg2wEQRAEQWgLDUoRBEEQBKFrLrvsMgDAmTNnRB3XsGFDJCcn49ChQ0HfHTx4EGazOehJpFDUXC2vmhdffDHgCaHqV8349leC6tcXrVarbgZhLr30UjgcDsn2NGrUCElJSfjjjz+CvgtVZrFYcNddd2Hx4sV4/vnnsXz5cs1ewyQIgiAIQhw0pxRBEARBELpgw4YNIZ9yWrlyJQCEfA1PCIvFgsGDB+Orr77C8ePHufLCwkJ8/PHH6N+/P6xWa9jzVM9LVFxcHFDeq1cv5Obmcn/VrxYmJyeH3F8JevXqhUsvvRQvvPACHA5H0Pdnz55V3Iaa3H777di8eTNWr14d9F1xcTHcbrfg8RaLBbm5uVi+fDny8/O58j/++APfffddyGPuueceXLhwAQ8++CAcDgf+/ve/yxNBEARBEIQq0JNSBEEQBEHogkcffRRlZWW46aab0L59e7hcLmzatAlLly5Fy5YtMWrUKNHnfPbZZ7F27Vr0798fDz/8MOLi4vD222/D6XRi3rx5EZ2jV69eAICnnnoKd955J+Lj43H99dfzTqJdp04ddOzYEUuXLkXbtm1Rr149dO7cGZ07dxZtfzjMZjMWLlyIa6+9Fp06dcKoUaPQtGlTnD59Ghs2bIDVasXXX38d9jy//fYbPvzww6DySy+9FH379hVl08SJE7FixQr83//9H+677z706tULpaWl2LNnDz7//HMcP34cDRo0EDzHjBkzsGbNGlx++eUYO3YsPB4PXn/9dXTu3Bm7du0K2r9Hjx7o3Lkzli1bhg4dOqBnz56ibCYIgiAIQhtoUIogCIIgCF3wwgsvYNmyZVi5ciXeeecduFwuNG/eHA8//DCmTp2KjIwM0efs1KkTfvrpJ0yZMgVz5syB1+tFTk4OPvzwQ24lu3D07t0bs2bNwoIFC7Bq1Sp4vV4cO3ZMcGW3hQsX4tFHH8Xjjz8Ol8uF6dOnKzIoBQADBw7E5s2bMWvWLLz++utwOBzIzMxETk4OHnzwwYjO8cknn+CTTz4JKh85cqToQank5GT88MMPmD17NpYtW4YPPvgAVqsVbdu2xcyZMyOaDL5Xr1747rvv8O9//xtPP/00srOz8cwzz+DAgQM4ePBgyGPuvfdeTJo0iSY4JwiCIAgDYWJyZgMlCIIgCIIgCJUYPnw49u3bx6066M8rr7yCxx9/HMePHw+5SiBBEARBEPqD5pQiCIIgCIIgdEd5eXnA9pEjR7By5UoMHDgwaF/GGN577z0MGDCABqQIgiAIwkDQ63sEQRAEQRCE7rjkkktw33334ZJLLsGJEyfw1ltvISEhAZMmTeL2KS0txYoVK7Bhwwbs2bMHX331lYYWEwRBEAQhFnp9jyAIgiAIgtAdo0aNwoYNG1BQUIDExET07dsXs2fPDpjE/Pjx42jVqhUyMjLw8MMP47nnntPQYoIgCIIgxEKDUgRBEARBEARBEARBEITq0JxSBEEQBEEQBEEQBEEQhOrQoBRBEARBEARBEARBEAShOjTRuR9erxf5+flIS0uDyWTS2hyCIAiCIAiCIAiCIAjDwRhDSUkJsrKyYDbzPw9Fg1J+5OfnIzs7W2szCIIgCIIgCIIgCIIgDE9eXh6aNWvG+z0NSvmRlpYGwOc0q9WqsTUGw+0GNm4EBg4E4uJqbuoLicYppkklZ7ndwMb1HgzERsRdNSCiutxeNzYe24iBrQYizqy3QAqj6xwUQgHDtYijYf0vBT+xbsSJ1y3DWWrGNuZjWiXQ3X8gNv4cp6xOHmdyxf3diPs5+HsjEPU8kdu+JNbpXv8DNmIgBl5luVhXKFuqYqVK3sQSWsRVDiITW+v7J9ntMFwfJfW8ekBFEUJ5YAhf8vWFIo7nE2kI/WoRw86w2+3Izs7mxln4oNX3/LDb7UhPT4fNZqNBKYIgCIIgCIIgCIIgCAlEOr5CE50T0cFuB6xW32fwpr6QaJximlRylq8aBnta04jrsjvtsM6xwu7UYyCF0XUOCqGA4VrE0bD+l4KfWEm6ZThLzdjGfEyrBNpP2ZXXyeNMrviUcZ0d9TyR274k1mlPa+q7ZtoDy4NsOaVi3sQSWsRVDiKN1Pr+SbZPw/VReo5VOFQUIZQHhvAlX18o4ng+kYbQrxbkDHp9j4giJSVCm/pConGKaVLJWSUlJgDi6ipx6TmQwug6B4VQwHAt4mhY/0vBT6wk3TKcpWZsYz6mVQJV0clTCVdsYGdH3XS57UsKjhKUIMSiN6FsUTNvYgkt4ioHkUZqff8k26fh+igjo6IIoTwwhC/5+sJIERBpCP1qUcudQU9KEQRBEARBEARBEARBEKpDT0oRBEEQBEEQBEEQhM7wer1wuVzaVO5ywdUiGy1QAZcLqKgQfzxatECogwW+qn0Y2Bnx8fGwWCyyz0ODUkR0SEkB9u71fQZv6guJximmSSVnpaQAe3d7kILNEdeVEp+CvWP3IiVej4EURtc5KIQChmsRR8P6Xwp+YlMgQbcMZ6kZ25iPaZXAlEYpyuvkcSZX3Mi4zo56nshtXxLrTNm9GXvhQUqKJaA8yJZGKuZNLKFFXOUgMrG1vn+S3Q7D9VF6jlU4VBQhlAeRmOFyuXDs2DF4vV4FrRSAMbCvPsEK/ImiIhPOnhV/PFasAIqKUPNgga9qHwZ3RkZGBjIzM2EySX/Nk1bf84NW35MBY753YdPSAJOp5qa+kGicYppUchZjQImdIQ0lMFkjq4sxhhJXCdIS0mR1NFqg6xwUQgHDtYijYf0vBT+xDCbxumU4S83YxnxMqwSy1DSUOEzK6uRxJlecymByGNPZUc8Tue1LYp3MXoISpCHNarpYVyhbqmKlZN64PV6MfH8rOjax4qlhHaN7cq3QIq5yEJnYWt8/yW6H4fooPccqHCqKEMqDcGYwxnDy5ElUVlYiKysLZrMGs+4wBubxwgszzBaTeHcxBni9gNkcJFLgq9qHQZ3BGENZWRmKioqQkZGBJk2aBO0T6fgKPSlFRIeSEiA9HbDZAKu15qa+kGicYppUclZJCZCeYYINzWC1nYqorhJXCdLnpsM22QZrot4CKYyuc1AIBQzXIo6G9b8U/MSWwCpetwxnqRnbmI9plcCSPBvSs63K6uRxJlecVwJrtjGdHfU8kdu+JNZZktEM6bAH1hXKlqpYKZk3Px05h1/++Au//PFX7AxKaRFXOYhMbK3vn2S3w3B9lJ5jFQ4VRQjlQTgz3G43ysrKkJWVheTkZEXt5MXjgWfnbuxET/ToAYh+S8vjAXbuRKiDBb6qfRjYGXXq1AEAFBUVoVGjRpJf5aOJzgmCIAiCIAhCp1R6NHp1hyAIzfB4PACAhIQEjS0hCGGqB00rKysln4MGpQiCIAiCIAiCIAhCZxht+gyi9hGNHKVBKYIgCIIgCIIgCIIgCEJ1aKJzP2iicxnQROeq2yOpGproXP/QROfGgyY6jw1oovOoQBOdR9+2NfsK8MB/dwAAjs8dFt2TawVNdK4oNNG5AAaZ6LyiogLHjh1Dq1atkJSUpKidvEiY6Py+++7DkiVLgsqHDBmCVatW+Z/aiHN7K4PBnSGUq5GOr9CTUkR08HqBvDzfZ/CmvpBonGKaVHKW1wvknfDCeyLyurzMizxbHrxMj4EURtc5KIQChmsRR8P6Xwp+YiXpluEsNWMb8zGtEuh1e5XXyeNMrthtXGdHPU/kti+JdXpP5Pmumd7A8iBb3CrmTSyhRVzlINJIre+fZPs0XB+l51iFQ0URQnlgGF+6XHC5xB0ydOhQnDlzBmfy83Hmzz9xJj8fn3zySahTR8nEKJ1IS2JBgwxoUIqIDqWlQOfOvs/gTX0h0TjFNKnkrNJSoHM3C0q79Y24rtLKUnR+qzNKK/UYSGF0nYNCKGC4FnE0rP+l4CdWkm4ZzlIztjEf0yqBpUWlyuvkcSZXXGRcZ0c9T+S2L4l1lnbr67tmlgaWB9lSpGLexBJaxFUOIo3U+v5Jtk/D9VF6jlU4VBQhlAeG8KXXC+/+A9i33yRq8CwxMRGZmZnIbNQImX/9hcxGjVC3bl0AvvmHFi5ciJtuugl16yajbds2WLFiRcDxe/fuxbXXXovU1FQ0btwY99xzD86dO8d9P3DgQIwbNw7jx49HgwYNMGTIEADAihUr0KZNGyQlJWHQoEFYsmQJTCYTiouLUVpaCqvVis8//zygruXLlyMlJQUlJSUSnRQFvF5g3z4DjFAqBw1KEQRBEARBEARBEAShODNnzsRtt92OTz75Hddeex3uvvtunD9/HgBQXFyMq666Cj169MD27duxatUqFBYW4vbbbw84x5IlS5CQkIBffvkFCxYswLFjx3Drrbdi+PDh2L17Nx588EE89dRT3P4pKSm488478f777wec5/3338ett96KtLQ05YUTvMRpbQBBEARBEARBEARBEKFhjKG80qNupR4PPG4vmIUBiHyuo2+++Qapqam+jaq5kp588kk8+eSTAHzzTt155wjs3Ak8++xsvPbaq9i6dSuGDh2K119/HT169MDs2bO58y1atAjZ2dk4fPgw2rZtCwBo06YN5s2bx+0zefJktGvXDvPnzwcAtGvXDnv37sVzzz3H7TNmzBj069cPZ86cQZMmTVBUVISVK1fi+++/l+ohIkpIGpR64403MH/+fBQUFKBbt2547bXX0KdPH979ly1bhqeffhrHjx9HmzZt8Pzzz+O6667jvmeMYfr06Xj33XdRXFyMyy+/HG+99RbatGkDADh+/DhmzZqF9evXo6CgAFlZWfj73/+Op556CgkJCdx5fv/9dzzyyCPYtm0bGjZsiEcffRSTJk2SIpGQQo0RZl0POEs0TjFNKjkrLY0BTFxdaQl6DqQwus5BIRQwXIs4Gtb/UvATK0m3DGepGduYj2mVQFV08lTCFRvY2VE3XW77kkJqGtJMIf4jFsoWhfMmZlck0iKuchBppNb3T7J9Gq6PMjIqihDKAzFmlFd60HHa6ihYJJ6Pb3YDiI94/0GDBuGtt94CPB7g4EGgfXvUa9iQ+75r164AfPN6p6SkwGq1oqioCACwe/dubNiw4eKglh9Hjx7lBqV69eoV8N2hQ4fQu3fvgLKa4xN9+vRBp06dsGTJEkyePBkffvghWrRogSuvvDJibYphrt0vsIkelFq6dCkmTJiABQsWICcnBy+//DKGDBmCQ4cOoVGjRkH7b9q0CSNGjMCcOXPwf//3f/j4448xfPhw/Pbbb+jcuTMAYN68eXj11VexZMkStGrVCk8//TSGDBmC/fv3IykpCQcPHoTX68Xbb7+N1q1bY+/evbj//vtRWlqKF154AYBvZvfBgwcjNzcXCxYswJ49e/CPf/wDGRkZeOCBB2S6iQiL1QrY7Xyb+kKicYppUslZvmpMAE5HfkyiFfYpeg2kMLrOQSEUMFyLOBrW/1LwE2uFBN0ynKVmbGM+plUCJcVQYl38xcZ1dtTzRG77klinteQ0gqoKaYuKeQNg6Ms/4ouH+yE5weAvO2gRVzmITGyt759kt8OwfZSBUVGEUB4YyZfdu5tgsUS+f0pKClq3bu3baNcu6Pv4+HhYLEDPnr5tk8kEb9V8Sg6HA9dffz2ef/75oOOaNGkSUIcUxowZgzfeeAOTJ0/G+++/j1GjRmm/wri/M2orTCR9+vRhjzzyCLft8XhYVlYWmzNnTsj9b7/9djZs2LCAspycHPbggw8yxhjzer0sMzOTzZ8/n/u+uLiYJSYmsk8++YTXjnnz5rFWrVpx22+++SarW7cuczqdXNkTTzzB2rVrF7E2m83GADCbzRbxMUQVlZWMrVrl+wze1BcSjVNMk0rOqqxkbNW3blb57eqI66r0VLJVR1axSo8eAymMrnNQCAUM1yKOhvW/FPzEStItw1lqxjbmY1olsLK8UnmdPM7kisuN6+yo54nc9iWxzspvV/uumZWB5UG2lCufN6v3nmEtnviG+/vv5uPRr0RttIirHEQaqfX9k2yfhuuj9ByrcKgoQigPwplRXl7O9u/fz8rLyxljvv8zlzor1f2rcDFH0V/swgUP83oj0zxy5Eh24403siqjGSsuZv4HA2BffvllwFfp6ens/fffZ4wx9uSTT7J27dqxSoH4DBgwgD322GMBZU888QTr0qVLQNnUqVMZAHbhwgWu7Pz58ywpKYm98sorzGw2s7y8vMiEKUkIPxmJmrnqT6TjK6KeE3O5XNixYwdyc3O5MrPZjNzcXGzevDnkMZs3bw7YHwCGDBnC7X/s2DEUFBQE7JOeno6cnBzecwKAzWZDvXr1Auq58sorA17nq36C68KFC2JkElIoKwOGDvV9Bm/qC4nGKaZJJWeVlQFDh1lQNuzWiOsqqyzD0I+GoqxSj4EURtc5KIQChmsRR8P6Xwp+YiXpluEsNWMb8zGtElh2rkx5nTzO5IrPGdfZUc8Tue1LYp1lw271XTPLAsuDbDmnYt5U4WUx8EKfFnGVg0gjtb5/ku3TcH2UnmMVDhVFCOWBWDNMJhOSE+LU/YszI+nEcfzxh1nUwnBOpxMFBQUoyM9HwebNKMjPD1g9D/BNNXXkSPCCc4888gjOnz+PESNGYNu2bTh69ChWr16NUaNGwePhn1PrwQcfxMGDB/HEE0/g8OHD+Oyzz7B48WLOd9XUrVsXN998MyZOnIjBgwejWbNmkQtTCj5n1CJEDUqdO3cOHo8HjRs3Dihv3LgxCgoKQh5TUFAguH/1p5hz/vHHH3jttdfw4IMPhq3Hv46aOJ1O2O32gD+CIAiCIAiCIAiCIMSzatUqNGnSBE2aNUOTa69Fk2bN0L9//4iOzcrKwi+//AKPx4PBgwejS5cuGD9+PDIyMmAWmHepVatW+Pzzz/HFF1+ga9eueOutt7jV9xITEwP2HT16NFwuF/7xj39IF0lEFcO9kH769GkMHToUt912G+6//35Z55ozZw5mzpwZJcsIgiAIgiAIQl3+u/k4nG4vxlxxidamEARRy1m8eDH3hBI8HmDnTqBHD1RPSsWqnvT0f+ipuLg44Bxt2rTBF198wVvHxo0bQ5bfcMMNuOGGG7jt5557Ds2aNUNSUlLAfqdPn0b9+vVx4403RiaKUBxRT0o1aNAAFosFhYWFAeWFhYXIzMwMeUxmZqbg/tWfkZwzPz8fgwYNQr9+/fDOO+9EVI9/HTWZMmUKbDYb95eXlxdyPyICzGagY0du5YAam/pConGKaVLJWWYz0LG9B+b27SKuy2wyo2PDjjCb9BhIYXSdg0IoYLgWcTSs/6XgJ1aSbhnOUjO2MR/TKoHmOLPyOnmcyRXHGdfZUc8Tue1LYp3m9u1810xzYHmQLXEq5k0InG4Pnv5qH5799gDOOZzqVi4HLeIqB5FGan3/JNun4fooPccqHCqKEMoDw/gyKQlJSTJeGa4xIBThV5J48803sW3bNvz555/473//i/nz52PkyJHc92VlZTh69Cjmzp2LBx98MGDaH82JtjMMhokxcS+m5+TkoE+fPnjttdcAAF6vF82bN8e4ceMwefLkoP3vuOMOlJWV4euvv+bK+vXrh65du2LBggVgjCErKwv//ve/8a9//QuAbyW9Ro0aYfHixbjzzjsB+EY0Bw0ahF69euHDDz+EpcYSANWP6BUWFiI+3rdk5ZNPPokvvvgCBw8ejEib3W5Heno6bDYbrFarGLcQBEEQBEEQRNRZs68AD/x3B7f9zI2dUD8lEaeLy/D3v7Xglon/+YlBaFY3WSszCYKIIhUVFTh27BhatWoV9KQPEZrHH38cS5cuxfnz59G8eXPcc889mDJlCuLifC+HzZgxA8899xyuvPJKfPXVV0hNTdXY4thAKFcjHV8RPTY7YcIEvPvuu1iyZAkOHDiAsWPHorS0FKNGjQIA3HvvvZgyZQq3/2OPPYZVq1bhxRdfxMGDBzFjxgxs374d48aNA+CbeGz8+PF49tlnsWLFCuzZswf33nsvsrKyMHz4cAC+AamBAweiefPmeOGFF3D27Fnf5Gl+c0XdddddSEhIwOjRo7Fv3z4sXboUr7zyCiZMmCBWIiEFlwtYuND3GbypLyQap5gmlZzlcgELF7jhWrAo4rpcHhcW/rYQLo8eAymMrnNQCAUM1yKOhvW/FPzEStItw1lqxjbmY1ol0OVwKa+Tx5lcscO4zo56nshtXxLrdC1Y5LtmugLLg2xxqJg3fjzy8W+YvfIgcmav48oMNf+5FnGVg0gjtb5/ku3TcH2UnmMVDhVFCOWBIXzp9cJbdA5ni5i0Obi9XuDs2ZATeAt8JZn//Oc/yM/PR0VFBQ4fPoynn36aG5ACfINSlZWVWLdunb4GpJRwhtGQsuzfa6+9xpo3b84SEhJYnz592K+//sp9N2DAADZy5MiA/T/77DPWtm1blpCQwDp16sS+/fbbgO+9Xi97+umnWePGjVliYiK7+uqr2aFDh7jv33//fQYg5J8/u3fvZv3792eJiYmsadOmbO7cuaJ0RbpkIRECm40xwPcZvKkvJBqnmCaVnMVVg7SI67JV2BhmgNkq9BhIYXSdg0IoYLgWcTSs/6XgJ1aSbhnOUjO2MR/TKoG2PJvyOnmcyRXnGdfZUc8Tue1LYp02pAXXFcqWPOXzZvXeM6zFE99wf0s2HQvYrv47+Vdp9CtXCi3iKgeRRmp9/yTbp+H6KD3HKhwqihDKg3BmlJeXs/3797Py8nKFrRTA7WbubTvYtm2Mud3Sjuc7WOCr2ofBnSGUq5GOr0ia6HzcuHHck041CTXx2G233YbbbruN93wmkwnPPPMMnnnmmZDf33fffbjvvvvC2tW1a1f89NNPYfcjCIIgCIIgCCMQ6QNQfqueEwRBEIRh0PvUagRBEARBEARBhMFQr+8RBEEQRBWSnpQiiCAsFmDwYG65zxqb+kKicYppUslZFgsw+Go3LGxgxHVZTBYMvnQwLCY9BlIYXeegEAoYrkUcDet/KfiJtUCCbhnOUjO2MR/TKoGWBIvyOnmcyRUnGNfZUc8Tue1LYp2WqwZisMkNiyUuoDzIlgTl8yYmH4DSIq5yEJnYWt8/yW6H4fooPccqHCqKEMoDw/gyLQ1WMEjuiQQmt6Z1xfyo5c4QvfpeLEOr7xEEQRAEQRB6YvW+AjxYY/W9aV/tC9qPVt8jiNiBVt8jjIImq+8RREicTmDGDN9n8Ka+kGicYppUcpbTCcyY6oZz6qyI63K6nZixcQacbj0GUhhd56AQChiuRRwN638p+ImVpFuGs9SMbczHtEqg0+5UXiePM7liu3GdHfU8kdu+JNbpnDrLd810BpYH2WJXMW/CYKifmbWIqxxEGqn1/ZNsn4bro/Qcq3CoKEIoDwzhS68X3tP5yD8tY/W9/Hze1fd4vqp9kDPoSSl/6EkpGdjtQHo6YLMBVmvNTX0h0TjFNKnkLK4aWGG1nYqoLrvTjvS56bBNtsGaqLdACqPrHBRCAcO1iKNh/S8FP7F2WMXrluEsNWMb8zGtEmjPsyE926qsTh5ncsV5dlizjensqOeJ3PYlsU57ejOkwx5YVyhbqmKlZN6s2VeAB/yelLqvX0ss3nQ8aL+fJg1Cdj2DPCmlRVzlIDKxtb5/kt0Ow/VReo5VOFQUIZQH4czQxZNSHg88O3djJ3qiRw8Jrxp6PMDOnQh1sMBXhmPjxo0YNGgQLly4gIyMDPEnkOiMxYsXY/z48SguLhZfZxXHjx9Hq1atsHPnTnTv3j3kPuH00ZNSBEEQBEEQBBHD1Pz1ONSAFEEQhB647777YDKZfH9xcTD17g1TXByGDh2qtWmS4LTw/M2YMUNrE2MCmuicIAiCIAiCIAzOFfM2YOO/B6JlgxStTSEIohYzdOhQvP/++74ngPbsAbp0QWKysk9xulwuJCQkRP28Z86c4f69dOlSTJs2DYcOHeLKUlNTsX37dtHnVcpeo0JPShHRIT4eGD3a9xm8qS8kGqeYJpWcFR8PjB7pRvzIuyOuK94cj9E9RiPerMdACqPrHBRCAcO1iKNh/S8FP7GSdMtwlpqxjfmYVgmMT45XXiePM7niZOM6O+p5Ird9SawzfuTdvmtmfGB5kC3JyueNmDWvZq88EH0DlECLuMpBpJFa3z/J9mm4PkrPsQqHiiKE8sAQvjSZYKpfHw3qM5hEdESJiYnIzMxEZpMmyGzfHplNmqBu3bp+pzXhvfcW4qmnbkJaWjLatGmDFStWBJxj7969uPbaa5GamorGjRvjnnvuwblz57jvBw4ciHHjxmH8+PFo0KABhgwZAgBYsWIF2rRpg6SkJAwaNAhLliyByWRCcXExSktLYbVa8fnnnwfUtXz5cqSkpKCkpCRIS2ZmJveXnp4Ok8kUUJaamsrtu2PHDlx22WVITk5Gv379AgavZsyYge7du2PhwoUBr7kVFxdjzAMPoOGQIbDWrYurrroKu3fv5o7bvXs3Bg0ahLS0NFitVvTq1StoEGz16tXo0KEDUlNTMXTo0ICBNK/Xi2eeeQbNmjVDYmIiunfvjlWrVgnGb+XKlWjbti3q1KmDQYMG4fjx44L7RwOaU8oPmlOKIAiCIAiC0BM155QSYnDHxnjn3ssUtoggCKXRxZxSErjvvvtQXFyM5cuX8+5jMpnQrFkzzJs3D71798Zrr72GRYsW4cSJE6hXrx6Ki4vRtm1bjBkzBvfeey/Ky8vxxBNPwO12Y/369QB8g1I7duzA2LFjMXr0aABAQkIC2rVrh8ceewxjxozBzp078e9//xunT5/m5kN64IEHcPr0aXz77becPTfeeCMyMjKwZMkSQW18czhVz7mUk5OD559/Hg0bNsRDDz0Ej8eDX375BYBvUOqFF17AFVdcgdmzZ8NisaBr16645pprUKdOHUybNg3p6el4++23sXjxYhw+fBj16tVD586d0aNHDzz11FOwWCzYtWsX2rZti27dumHx4sV44IEHMGDAAMyZMwdmsxl///vf0aNHD3z00UcAgP/85z+YMWMG3n77bfTo0QOLFi3Cf/7zH+zbtw9t2rQJmlMqLy8Pbdq0wSOPPIIHHngA27dvx7/+9S8UFhbSnFKEASgvB8aM8X0Gb+oLicYppkklZ5WXA2Puc6P8vrER11VeWY4xK8agvFKPgRRG1zkohAKGaxFHw/pfCn5iJemW4Sw1YxvzMa0SWH6+XHmdPM7kis8b19lRzxO57UtineX3jfVdM8sDy4NsOa983sTkr8daxFUOIo3U+v5Jtk/D9VF6jlU4VBQhlAeG8KXXC++xEzh+TNzqe9988w1SU1N9fykpSE1NxezZswP2GTnyPvTtOwKXXNIas2fPhsPhwNatWwEAr7/+Onr06IHZs2ejffv23GDKhg0bcPjwYe4cbdq0wbx589CuXTu0a9cOb7/9Ntq1a4f58+ejXbt2uPPOO3HfffcF1DtmzBisXr2ae5qoqKgIK1euxD/+8Q9pPvLjueeew4ABA9CxY0dMnjwZmzZtQkVFBfe9y+XCBx98gB49eqBr1674+eefsXXrVixbuhSXNWiANpdeihdeeAEZGRnc01wnT55Ebm4u2rdvjzZt2uC2225Dt27duHNWVlZiwYIFuOyyy9CzZ0+MGzcO69at475/4YUX8MQTT+DOO+9Eu3bt8Pzzz6N79+54+eWXQ2p46623cOmll+LFF19Eu3btcPfddwf5UAloUIqIDpWVwHvv+T6DN/WFROMU06SSsyorgfeWxKFyyUcR11XprcR7O99DpVePgRRG1zkohAKGaxFHw/pfCn5iJemW4Sw1YxvzMa0SWFlWqbxOHmdyxWXGdXbU80Ru+5JYZ+WSj3zXzMrA8iBbylTMmwhYs78Qa/cXamtEJGgRVzmINFLr+yfZPg3XR+k5VuFQUYRQHkg2w+n0Ld1X/Vc9qlVeHljudPrKS0sDy10uX7nDEVjudvvK/ctsNrCiIpz7ywQx71YNGjQIu3btwq4dO7Drww+xa8cOPPTQQwH7dOnSFefOAYwBKSkpsFqtKCoqAuB7ZW3Dhg0XB7ZSU9G+fXsAwNGjR7lz9OrVK+Cchw4dQu/evQPK+vTpE7TdqVMn7qmoDz/8EC1atMCVV14ZuUAeunbtyv27SZMmAMBpAoAWLVqgYcOG3Pbu3bvhcDhQv2FDpHbsiFSrFampqTh27Binc8KECRgzZgxyc3Mxd+7cAP0AkJycjEsvvTSg3uo67XY78vPzcfnllwccc/nll+PAgdCveh84cAA5OTkBZX379o3YB1KhQSmCIAiCIAiC0Cli5pQCgPs/ED/pLkEQBmHOHCA9/eLfo4/6yh99NLB8zhxf+c03B5Z/8IGvPCcnsLz66ZpmzS6W1asHSJhPKCUlBa1bt/b9ZWejdevWqFevXsA+8TUm0zKZTPBWPY7lcDhw/fXX+wa2/P6OHDkSMHiUkiJtUYcxY8Zg8eLFAID3338fo0aNgknMpFk8+GuqPp/X7xGzmvY6HA40adLEN3j30Ue+z127cOjQIUycOBGA77W/ffv2YdiwYVi/fj06duyIL7/8MmSd1fUacXYmWn2PIAiCIAiCIHSK8f57QRCEYkyZAkyYcHG7elDitdeAl166WJ6Y6Pv84gvfKnjVVM/5s2ULAt7Jq14d79Spi2UeD3D4j+jZHiE9e/bE//73P7Rs2RJxcZEPV7Rr1w4rV64MKNu2bVvQfn//+98xadIkvPrqq9i/fz9Gjhwp22Yp9OzZEwUFBYiLi0PL7GygdWvAYgnar23btmjbti0ef/xxjBgxAu+//z5uuummsOe3Wq3IysrCL7/8ggEDBnDlv/zyS9ATZNV06NAhaNL5X3/9VaQy8dCTUkR0SEwEpk/nOsAam/pConGKaVLJWYmJwPSn3Eh8amLEdSVaEjF9wHQkWvQYSGF0nYNCKGC4FnE0rP+l4CdWkm4ZzlIztjEf0yqBidZE5XXyOJMrthrX2VHPE7ntS2KdiU9N9F0zEwPLg2yxqpg3sYQWcZWDSCO1vn+S7dNwfZSeYxUOFUUI5YFkMxITAav14l+dOr7yOnUCy6tPnJISWJ6Q4CtPTQ0srx788S9LT4epWVNkNRG3+p7T6URBQQEKCgtREBeHgsLCgJXzqsnKQsjzPvLIIzh//jxGjBiBbdu24ejRo1i9ejVGjRoFj/8AWw0efPBBHDx4EE888QQOHz6Mzz77jHsiyv9JqLp16+Lmm2/GxIkTMXjwYDRr1ixycVEkNzcXffv2xfBbbsGaI0dw/MQJbNq0CU899RS2b9+O8vJyjBs3Dhs3bsSJEyfwyy+/YNu2bejQoUPEdUycOBHPP/88li5dikOHDmHy5MnYtWsXHnvssZD7P/TQQzhy5AgmTpyIQ4cO4eOPP+Z8qCiM4LDZbAwAs9lsWptCEARBEARBEGz13jOsxRPfiPojCMLYlJeXs/3797Py8nKtTRHFyJEjGXwPeAb8tWvXjtsHAPvyyy8DjktPT2fvv/8+t3348GF20003sYyMDFanTh3Wvn17Nn78eOb1ehljjA0YMIA99thjQfV/9dVXrHXr1iwxMZENHDiQvfXWWwxAkB/XrVvHALDPPvssYm3vv/8+S09PDyrfsGEDA8AuXLjAle3cuZMBYMeOHWOMMTZ9+nTWrVu3oGPtdjt79NFHWVZWFouPj2fZ2dns7rvvZidPnmROp5PdeeedLDs7myUkJLCsrCw2btw4Tksoe7788kvmP8Tj8XjYjBkzWNOmTVl8fDzr1q0b++6777jvjx07xgCwnTt3cmVff/0158MrrriCLVq0KEifP0K5Gun4Cg1K+UGDUjJwOBgbPNj3GbypLyQap5gmlZzlcDA2+OpK5rjq+ojrcjgdbPB/BzOHU4+BFEbXOSiEAoZrEUfD+l8KfmIl6ZbhLDVjG/MxrRLoKHQor5PHmVxxoXGdHfU8kdu+JNbpuOp63zXTEVgeZEuh8nmzKhYHpbSIqxxEGqn1/ZNsn4bro/Qcq3CoKEIoD8KZoYtBKbebuQ8eZocOepnbLe14dugQC3WwwFdR5dlnn2XNmjULKv/ggw9Y/fr1mdPpVNaASFDLGQoRjUEpmlOKiA4eD7BmDffOco1NfSHROMU0qeQsjwdYsy4OHmyMuC4P82DN0TXwMD0GUhhd56AQChiuRRwN638p+In1QIJuGc5SM7YxH9MqgR6XR3mdPM7kil3GdXbU80Ru+5JYp2f9RqxBXGBdoWxxKZs3Dqcbz3y9P7on1QNaxFUOIhNb6/sn2e0wXB+l51iFQ0URQnlgGF+WlMAuerkFP+x2KV9J5s0330Tv3r1Rv359/PLLL5g/fz7GjRvHfV9WVoYzZ85g7ty5ePDBB5FQ/Tqj1ijhDANBc0oRBEEQBEEQhA6Z8sUenC4u19oMgiAIQ3DkyBHceOON6NixI2bNmoV//etfmDFjBvf9vHnz0L59e2RmZmLKlCnaGUoEQINSBEEQBEEQBKEDSp1ujFy0FZ9uPQkA+Hp3vsYWEQRBGIf//Oc/yM/PR0VFBQ4fPoynn346YAW/GTNmoLKyEuvWrUNqaqqGlhL+0Ot7RHRISgLefZdbZrTGpr6QaJximlRyVlIS8O5bbiTh5YjrSopLwrvXv4ukOD0GUhhd56AQChiuRRwN638p+IlNggTdMpylZmxjPqZVApMykpTXyeNMrjjDuM6Oep7IbV8S60x662W8CzeSkuICyoNsyYhu3rz38zH8cPgsfjh8Fj//EbxaVcygRVzlIDKxtb5/kt0Ow/VReo5VOFQUIZQHhvClyQRT8+ZoARawep2Y49GiRcgl9gS+qn2QM2BijDGtjdALdrsd6enpsNlssFqtWptDEARBEARB1CKe/WY/Fv58TPZ5js8dFgVrCILQioqKChw7dgytWrVCkq5HrojajlCuRjq+Qq/vEdHB4QA6dfJ9Bm/qC4nGKaZJJWc5HECnDh44OvSOuC6Hy4FOb3aCw6XHQAqj6xwUQgHDtYijYf0vBT+xknTLcJaasY35mFYJdBQ4lNfJ40yuuMC4zo56nshtXxLrdHTo7btmOgLLg2wpUDFvYgkt4ioHkUZqff8k26fh+ig9xyocKooQyoNIzdD0+RGPB569+7F3L5M2IbvHA+zdG3I2d4Gvah8Gd0Y0cpRe3yOig9cL7N/v+wze1BcSjVNMk0rO8nqB/Qct8OJQxHV5mRf7z+6Hl+kxkMLoOgeFUMBwLeJoWP9LwU+sFxJ0y3CWmrGN+ZhWCfS6vcrr5HEmV+w2rrOjnidy25fEOr0HD2E/LIF1hbLFrWLexBJaxFUOIhNb6/sn2e0wXB+l51iFQ0URQnkQzgyLxQIAcLlcqFOnjpJmClNRgQo5q+9VVEj5qvZhYGeUlZUBAOLj4yWfgwalCIIgCIIgCIIgCEInxMXFITk5GWfPnkV8fDzMZg1ecPJ44AEDUIGKCqBqnEzU8QAQ6mCBr2ofBnUGYwxlZWUoKipCRkYGN5AqBRqUIgiCIAiCIAiCIAidYDKZ0KRJExw7dgwnTpzQxgivF95z53AOx3D8OCB6XMzrBc6dQ6iDBb6qfRjcGRkZGcjMzJR1DhqUIqJDcjKwapXvM3hTX0g0TjFNKjkrORlY9a0Hyfg84rqS45Ox6u5VSI7XYyCF0XUOCqGA4VrE0bD+l4Kf2GRI0C3DWWrGNuZjWiUwuUGy8jp5nMkVNzCus6OeJ3Lbl8Q6k7/9HKvgQXKyJaA8yJYGKuZNLKFFXOUgMrG1vn+S3Q7D9VF6jlU4VBQhlAeRmJGQkIA2bdrA5XIpaKUAbjfcp87gDJqjRQsL4sSOHLjdwJkzvpXlahws8FXtw8DOiI+Pl/WEVDW0+p4ftPoeQRAEQRAEoRXPfbsf7/5Eq+8RBEEQxodW3yPUxW4HrFbfZ/CmvpBonGKaVHKWrxoGe1rTiOuyO+2wzrHC7tRjIIXRdQ4KoYDhWsTRsP6Xgp9YSbplOEvN2MZ8TKsE2k/ZldfJ40yu+JRxnR31PJHbviTWaU9r6rtm2gPLg2w5pWLexBJaxFUOIo3U+v5Jtk/D9VF6jlU4VBQhlAeG8CVfXyjieD6RhtCvFuQMen2PiCIlJUKb+kKicYppUslZJSUmAOLqKnHpOZDC6DoHhVDAcC3iaFj/S8FPrCTdMpylZmxjPqZVAlXRyVMJV2xgZ0fddLntSwqOEpSEWnEqlC1q5k0soUVc5SDSSK3vn2T7NFwfZWRUFCGUB4bwJV9fGCkCIg2hXy1quTPoSSmCIAiCIAiC0AE0qQZBEARR26BBKYIgCIIgCIIgCIIgCEJ16PU9IjqkpAB79/o+gzf1hUTjFNOkkrNSUoC9uz1IweaI60qJT8HesXuREq/HQAqj6xwUQgHDtYijYf0vBT+xKZCgW4az1IxtzMe0SmBKoxTldfI4kytuZFxnRz1P5LYviXWm7N6MvfAgJcUSUB5kSyMV80YEe0/b0LlputZm8KNFXOUgMrG1vn+S3Q7D9VF6jlU4VBQhlAeG8CVfXyjieD6RhtCvFuQMaU9KvfHGG2jZsiWSkpKQk5ODrVu3Cu6/bNkytG/fHklJSejSpQtWrlwZ8D1jDNOmTUOTJk1Qp04d5Obm4siRIwH7PPfcc+jXrx+Sk5ORkZERsh6TyRT09+mnn0qRSIjFbAays32fwZv6QqJximlSyVlmM5Ddwgxzi8jrMpvMyE7Phtmkx0AKo+scFEIBw7WIo2H9LwU/sZJ0y3CWmrGN+ZhWCTTHmZXXyeNMrjjOuM6Oep7IbV8S6zS3yPZdM82B5UG2xEU3bxb+LH/lPQD4v9d+jsp5FEOLuMpBpJFa3z/J9mm4PkrPsQqHiiKE8sAQvuTrC0UczyfSEPrVgpwhflBq6dKlmDBhAqZPn47ffvsN3bp1w5AhQ1BUVBRy/02bNmHEiBEYPXo0du7cieHDh2P48OHYu3cvt8+8efPw6quvYsGCBdiyZQtSUlIwZMgQVFRUcPu4XC7cdtttGDt2rKB977//Ps6cOcP9DR8+XKxEQgolJUB6esBkn36b+kKicYppUslZJSVAeoYJJRnNIq6rxFWC9Lnpmk/WKQVd56AQChiuRRwN638p+ImVpFuGs9SMbczHtEpgSX6J8jp5nMkV5xvX2VHPE7ntS2KdJRnNfNfMksDyIFvyVcybWEKLuMpBpJFa3z/J9mm4PkrPsQqHiiKE8sAQvuTrC0UczyfSEPrVgpwhflDqpZdewv33349Ro0ahY8eOWLBgAZKTk7Fo0aKQ+7/yyisYOnQoJk6ciA4dOmDWrFno2bMnXn/9dQC+p6RefvllTJ06FTfeeCO6du2KDz74APn5+Vi+fDl3npkzZ+Lxxx9Hly5dBO3LyMhAZmYm95eUlCRWIkEQBEEQBEEQBEEQBKEwogalXC4XduzYgdzc3IsnMJuRm5uLzZs3hzxm8+bNAfsDwJAhQ7j9jx07hoKCgoB90tPTkZOTw3tOIR555BE0aNAAffr0waJFi8AEljFxOp2w2+0BfwRBEARBEARBEARBEITyiBqUOnfuHDweDxo3bhxQ3rhxYxQUFIQ8pqCgQHD/6k8x5+TjmWeewWeffYa1a9filltuwcMPP4zXXnuNd/85c+YgPT2d+8vOzhZVH0EQBEEQBEFIZdvx81j405+CP6ISBEEQRCwTU6vvPf3009y/e/TogdLSUsyfPx///Oc/Q+4/ZcoUTJgwgdu22+00MCWVtDTAZvN9Bm/qC4nGKaZJJWelpQG2YoY0nIq4rrSENNgm25CWoMdACqPrHBRCAcO1iKNh/S8FP7FpkKBbhrPUjG3Mx7RKYFpqmvI6eZzJFaca19lRzxO57UtinWnFp2ADQ1qaSdiWVHl5c9sC31sBTTPq4NouTaKnQe9oEVc5iExsre+fZLfDcH2UnmMVDhVFCOWBIXzJ1xeKOJ5PpCH0qwU5Q9yTUg0aNIDFYkFhYWFAeWFhITIzM0Mek5mZKbh/9aeYc0ZKTk4OTp06BafTGfL7xMREWK3WgD9CIl4vkJfn+wze1BcSjVNMk0rO8nqBvBNeeE9EXpeXeZFny4OX6TGQwug6B4VQwHAt4mhY/0vBT6wk3TKcpWZsYz6mVQK9bq/yOnmcyRW7jevsqOeJ3PYlsU7viTzfNdMbWB5kizs6efPnudKomG4YtIirHEQaqfX9k2yfhuuj9ByrcKgoQigPDOFLvr5QxPF8Ig2hXy3IGeIGpRISEtCrVy+sW7eOK/N6vVi3bh369u0b8pi+ffsG7A8Aa9eu5fZv1aoVMjMzA/ax2+3YsmUL7zkjZdeuXahbty4SExNlnYeIgNJSoHNn32fwpr6QaJximlRyVmkp0LmbBaXd+kZcV2llKTq/1RmllXoMpDC6zkEhFDBcizga1v9S8BMrSbcMZ6kZ25iPaZXA0qJS5XXyOJMrLjKus6OeJ3Lbl8Q6S7v19V0zSwPLg2wpil7erDtQGH6nWEGLuMpBpJFa3z/J9mm4PkrPsQqHiiKE8sAQvuTrC0UczyfSEPrVgpwh/vW9CRMmYOTIkbjsssvQp08fvPzyyygtLcWoUaMAAPfeey+aNm2KOXPmAAAee+wxDBgwAC+++CKGDRuGTz/9FNu3b8c777wDADCZTBg/fjyeffZZtGnTBq1atcLTTz+NrKwsDB8+nKv35MmTOH/+PE6ePAmPx4Ndu3YBAFq3bo3U1FR8/fXXKCwsxN/+9jckJSVh7dq1mD17Nv7973/LdBFBEARBEARBKMeXO0/jjyKH1mYQBEEQhOqIHpS64447cPbsWUybNg0FBQXo3r07Vq1axU1UfvLkSZjNFx/A6tevHz7++GNMnToVTz75JNq0aYPly5ejc+fO3D6TJk1CaWkpHnjgARQXF6N///5YtWoVkpKSuH2mTZuGJUuWcNs9evQAAGzYsAEDBw5EfHw83njjDTz++ONgjKF169Z46aWXcP/994v3CkEQBEEQBEGoBA1IEQRBELUVSROdjxs3DuPGjQv53caNG4PKbrvtNtx222285zOZTHjmmWfwzDPP8O6zePFiLF68mPf7oUOHYujQobzfEyoQYjJE3SLROMU0qeSstDQGMJETvBtwkvNqdJ2DQihguBZxNKz/peAnVpJuGc5SewL7mMZvsQ616uItNrCzFVkQRKlz85GahjQTA1Bjct9QtqiZN7GEFnGVg9gFcjS+f5Lt03B9lJFRUYRQHhjCl3x9YaQIiDSEfrWo5c4wMVqDlsNutyM9PR02m40mPScIgiAIgiAUpeXkbxU79/G5wxQ7N0EQBEGEI9LxFVETnRMEL243sHq17zN4U19INE4xTSo5y+0GVq/0wL1yTcR1ub1urP5jNdxePQZSGF3noBAKGK5FHA3rfyn4iZWkW4az1IxtzMe0SqC7wq28Th5ncsUVxnV21PNEbvuSWKd75RrfNdMdWB5kS4WKeRNLaBFXOYg0Uuv7J9k+DddH6TlW4VBRhFAeGMKXfH2hiOP5RBpCv1qQM+hJKX/oSSkZ2O1AejpgswFWa81NfSHROMU0qeQsrhpYYbWdiqguu9OO9LnpsE22wZqot0AKo+scFEIBw7WIo2H9LwU/sXZYxeuW4Sw1YxvzMa0SaM+zIT3bqqxOHmdyxXl2WLON6eyo54nc9iWxTnt6M6TDHlhXKFuqYiU1b5R8Uuq1ET1wfbcsxc4vCy3iKgeRia31/ZPsdhiuj9JzrMKhogihPDCEL/n6QhHH84k0hH61iGFn0JNSBEEQBEEQBFFLefSTnWg5+VvMXnlAa1MIgiAIghcalCIIgiAIgiCIGOWdH//U2gSCIAiC4EXS6nsEEYTZDHTs6PsM3tQXEo1TTJNKzjKbgY7tPTCjXcR1mU1mdGzYEWaTHgMpjK5zUAgFDNcijob1vxT8xJohQbcMZ6kZ25iPaZVAc5xZeZ08zuSK44zr7Kjnidz2JbFOc/t26AgPzGaLsC1xKuZNLKFFXOUgMrG1vn+S3Q7D9VF6jlU4VBQhlAeG8CVfXyjieD6RhtCvFuQMmlPKH5pTiiAIgiAIglALJeeU8odW4iMIgiDUhuaUItTF5QIWLvR9Bm/qC4nGKaZJJWe5XMDCBW64FiyKuC6Xx4WFvy2Ey6PHQAqj6xwUQgHDtYijYf0vBT+xknTLcJaasY35mFYJdDlcyuvkcSZX7DCus6OeJ3Lbl8Q6XQsW+a6ZrsDyIFscKuZNLKFFXOUg0kit759k+zRcH6XnWIVDRRFCeWAIX/L1hSKO5xNpCP1qQc6gJ6X8oSelZECr76luj+RqaPU9fUOr7xkPWn0vNqDV96ICrb4XmW2MMcz8ej8WbzquoJCLfD9hAFo3SlWlroig1fcUhVbfE4BW34scWn1PHWLYGfSkFEEQBEEQBEHokN9P2VQbkAKA3Jd+UK0ugiAIghADDUoRBEEQBEEQhIqUutxam0AQBEEQuoBW3yOig8UCDB7s+wze1BcSjVNMk0rOsliAwVe7YWEDI67LYrJg8KWDYTHpMZDC6DoHhVDAcC3iaFj/S8FPrAUSdMtwlpqxjfmYVgm0JFiU18njTK44wbjOjnqeyG1fEuu0XDUQg01uWCxxAeVBtiRIyxsTTIqYbhi0iKscRCa21vdPstthuD5Kz7EKh4oihPLAEL7k6wtFHM8n0hD61YKcQXNK+UNzShEEQRAEQRBKs/noXxjx7q+q1kkr8BEEQRBqQnNKEeridAIzZvg+gzf1hUTjFNOkkrOcTmDGVDecU2dFXJfT7cSMjTPgdOsxkMLoOgeFUMBwLeJoWP9LwU+sJN0ynKVmbGM+plUCnXan8jp5nMkV243r7Kjnidz2JbFO59RZvmumM7A8yBa7inkTS2gRVzmINFLr+yfZPg3XR+k5VuFQUYRQHhjCl3x9oYjj+UQaQr9akDPoSSl/6EkpGdDqe6rbI7kaWn1P39Dqe8aDVt+LDWj1vahAq+9FZlutf1KKVt9TFFp9TwBafS9yaPU9dYhhZ9CTUgRBEARBEAShQ0y1fEopgiAIgqiGBqUIgiAIgiAIgiAIgiAI1aHV94joEB8PjB7t+wze1BcSjVNMk0rOio8HRo90Ix53R1xXvDkeo3uMRrxZj4EURtc5KIQChmsRR8P6Xwp+YuMhQbcMZ6kZ25iPaZXA+OR45XXyOJMrTjaus6OeJ3Lbl8Q640fejdFwIz4+LqA8yJZkFfMmltAirnIQmdha3z/Jbofh+ig9xyocKooQygND+JKvLxRxPJ9IQ+hXC3IGzSnlD80pRRAEQRAEQSjNr3/+hTvfqcVzShEEQRAxD80pRahLeTkwZozvM3hTX0g0TjFNKjmrvBwYc58b5feNjbiu8spyjFkxBuWVegykMLrOQSEUMFyLOBrW/1LwEytJtwxnqRnbmI9plcDy8+XK6+RxJld83rjOjnqeyG1fEussv2+s75pZHlgeZMt5aXmjxZRS50tdGtTKgxZxlYNII7W+f5Lt03B9lJ5jFQ4VRQjlgSF8ydcXijieT6Qh9KsFOYOelPKHnpSSAa2+p7o9kquh1ff0Da2+Zzxo9b3YgFbfiwq0+l5ktm358y/cofKTUl8+3A89mtdVtU5eaPU9RaHV9wSg1fcih1bfU4cYdgY9KUUQBEEQBEEQBEEQBEHoFhqUIgiCIAiCIIgYh16NIAiCIPQIrb5HRIfERGD6dN9n8Ka+kGicYppUclZiIjD9KTcSMTHiuhItiZg+YDoSLXoMpDC6zkEhFDBcizga1v9S8BObCAm6ZThLzdjGfEyrBCZaE5XXyeNMrthqXGdHPU/kti+JdSY+NRHT4UZiYlxAeZAtVml5YzJpMauUjtAirnIQmdha3z/Jbofh+ig9xyocKooQygND+JKvLxRxPJ9IQ+hXC3IGzSnlD80pRRAEQRAEQSjN1mPncfvbm1Wt84uH+6GnXuaUIgiCIGIemlOKUJfSUmDIEN9n8Ka+kGicYppUclZpKTAk143Sq2+IuK5SVymGfDgEpS49BlIYXeegEAoYrkUcDet/KfiJlaRbhrPUjG3Mx7RKYGlRqfI6eZzJFRcZ19lRzxO57UtinaVX3+C7ZpYGlgfZUqRi3sQSWsRVDiKN1Pr+SbZPw/VReo5VOFQUIZQHhvAlX18o4ng+kYbQrxbkDHp9j4gSHg+wZo3vM3hTX0g0TjFNKjnL4wHWrIuDBxsjrsvDPFhzdA08TI+BFEbXOSiEAoZrEUfD+l8KfmI9kKBbhrPUjG3Mx7RKoMflUV4njzO5YpdxnR31PJHbviTW6Vm/EWsQF1hXKFtcKuZNLKFFXOUgMrG1vn+S3Q7D9VF6jlU4VBQhlAeG8CVfXyjieD6RhtCvFuQMelKKIAiitnHqQhmWbc9DpcertSkEQRC1kto+pRRBEARBVENPShEEQdQyBs7fCLeX4ZzDhbEDL9XaHIIgCIIgCIIgaik0KEVEh6Qk4N13fZ/Bm/pConGKaVLJWUlJwLtvuZGElyOuKykuCe9e/y6S4vQYSGF0nYNCKGB4zTi6vb71LTYdPafYoJRh/S8FP7FJkKBbhrPUbKMxH9MqgUkZScrr5HEmV5xhXGdHPU/kti+JdSa99TLehRtJSXEB5UG2ZKiYN7GEFnGVg8jE1vr+SXY7DNdH6TlW4VBRhFAeGMKXfH2hiOP5RBpCv1qQM2j1PX9o9T2CIGoDLSd/CwC4ok0D/Hd0jsbWEARB1B4YY3h+1SEU2Svwxc7TqtZNq+8RBEEQaqLo6ntvvPEGWrZsiaSkJOTk5GDr1q2C+y9btgzt27dHUlISunTpgpUrVwZ8zxjDtGnT0KRJE9SpUwe5ubk4cuRIwD7PPfcc+vXrh+TkZGRkZISs5+TJkxg2bBiSk5PRqFEjTJw4EW63W4pEQiwOB9Cpk+8zeFNfSDROMU0qOcvhADp18MDRoXfEdTlcDnR6sxMcLj0GUhhd56AQChiuRRwN638p+ImVpFuGs9SMbczHtEqgo8ChvE4eZ3LFBcZ1dtTzRG77klino0Nv3zXTEVgeZEuBuLzZlVeMBT8cVX1ACgB09TO0FnGVg0gjtb5/ku3TcH2UnmMVDhVFCOWBIXzJ1xeKOJ5PpCH0qwU5Q/yg1NKlSzFhwgRMnz4dv/32G7p164YhQ4agqKgo5P6bNm3CiBEjMHr0aOzcuRPDhw/H8OHDsXfvXm6fefPm4dVXX8WCBQuwZcsWpKSkYMiQIaioqOD2cblcuO222zB27NiQ9Xg8HgwbNgwulwubNm3CkiVLsHjxYkybNk2sREIKXi+wf7/vM3hTX0g0TjFNKjnL6wX2H7TAe/BQxHV5mRf7z+6Hl+kxkMLoOgeFUMBwLeJoWP9LwU+sJN0ynKVmbGM+plUCvW6v8jp5nMkVu43r7Kjnidz2JbFO78FDvmumN7A8yBa3uLyxV9CPpQC0iascRBqp9f2TbJ+G66P0HKtwqChCKA8M4Uu+vlDE8XwiDaFfLcgZ4gelXnrpJdx///0YNWoUOnbsiAULFiA5ORmLFi0Kuf8rr7yCoUOHYuLEiejQoQNmzZqFnj174vXXXwfge0rq5ZdfxtSpU3HjjTeia9eu+OCDD5Cfn4/ly5dz55k5cyYef/xxdOnSJWQ9a9aswf79+/Hhhx+ie/fuuPbaazFr1iy88cYbcLlcYmUSBEEQBEEQRMxAK/4RBEEQekTUoJTL5cKOHTuQm5t78QRmM3Jzc7F58+aQx2zevDlgfwAYMmQIt/+xY8dQUFAQsE96ejpycnJ4z8lXT5cuXdC4ceOAeux2O/bt2xfyGKfTCbvdHvBHEARBEARBELGGrl7fIwiCIIgqRE2jf+7cOXg8noCBHwBo3LgxDh48GPKYgoKCkPsXFBRw31eX8e0TCXz1+NdRkzlz5mDmzJkR10EIkJwMrFrl+wze1BcSjVNMk0rOSk4GVn3rQTI+j7iu5PhkrLp7FZLj9RhIYXSdg0IoYDhfHJX8D4ph/S8FP7HJkKBbhrPUbKMxH9MqgckNkpXXyeNMrriBcZ0d9TyR274k1pn87edYBQ+Sky3CtjRQMW9iCS3iKgeRia31/ZPsdhiuj9JzrMKhogihPDCEL/n6QhHH84k0hH61IGeIW30vPz8fTZs2xaZNm9C3b1+ufNKkSfjhhx+wZcuWoGMSEhKwZMkSjBgxgit78803MXPmTBQWFmLTpk24/PLLkZ+fjyZNmnD73H777TCZTFi6dGnA+RYvXozx48ejuLg4oPyBBx7AiRMnsHr1aq6srKwMKSkpWLlyJa699tog25xOJ5xOJ7dtt9uRnZ1Nq+8RBBHTVK++1791A3w4hlbfIwiCUIsfDp/FyEXCCwQpRaY1Cb8+ebUmdRMEQRC1D0VW32vQoAEsFgsKCwsDygsLC5GZmRnymMzMTMH9qz/FnFNMPf511CQxMRFWqzXgj5CI3Q5Yrb7P4E19IdE4xTSp5CxfNQz2tKYR12V32mGdY4XdqcdACqPrHBRCAcP54sig3KNShvW/FPzEStItw1lqttGYj2mVQPspu/I6eZzJFZ8yrrOjnidy25fEOu1pTX3XTHtgeZAtp1TMG5kU2CtQ5tLJROtaxFUOIo3U+v5Jtk/D9VF6jlU4VBQhlAeG8CVfXyjieD6RhtCvFuQMcYNSCQkJ6NWrF9atW8eVeb1erFu3LuDJKX/69u0bsD8ArF27ltu/VatWyMzMDNjHbrdjy5YtvOfkq2fPnj0BqwCuXbsWVqsVHTt2jPg8hAxKSoQ29YVE4xTTpJKzSkpMgENcXSUuPQdSGF3noBAKGK5FHA3rfyn4iZWkW4az1IxtzMe0SqAqOnkq4YoN7Oyomy63fUnBUeK7ZkZii5p5E0toEVc5iDRS6/sn2T4N10cZGRVFlLhKcPSsQ2szpMPXF0aKgEhD6FeLWu4M0avvTZgwAe+++y6WLFmCAwcOYOzYsSgtLcWoUaMAAPfeey+mTJnC7f/YY49h1apVePHFF3Hw4EHMmDED27dvx7hx4wAAJpMJ48ePx7PPPosVK1Zgz549uPfee5GVlYXhw4dz5zl58iR27dqFkydPwuPxYNeuXdi1axccDl8jHzx4MDp27Ih77rkHu3fvxurVqzF16lQ88sgjSExMlOMjgiCImMQEWoqJIAiiNlFkd4bfiSCIqHLj67/gpyNntTaDIHSLqInOAeCOO+7A2bNnMW3aNBQUFKB79+5YtWoVN6n4yZMnYTZfHOvq168fPv74Y0ydOhVPPvkk2rRpg+XLl6Nz587cPpMmTUJpaSkeeOABFBcXo3///li1ahWSkpK4faZNm4YlS5Zw2z169AAAbNiwAQMHDoTFYsE333yDsWPHom/fvkhJScHIkSPxzDPPiPcKQRBELUDJ1/cIgiAI/TFtxT588I8+WptBELWOL387jSvaNNTaDILQJaIHpQBg3Lhx3JNONdm4cWNQ2W233YbbbruN93wmkwnPPPOM4ADS4sWLsXjxYkG7WrRogZUrVwruQyhESgqwd6/vM3hTX0g0TjFNKjkrJQXYu9uDFGyOuK6U+BTsHbsXKfF6DKQwus5BIRQwXIs4Gtb/UvATmwIJumU4S83YxnxMqwSmNEpRXiePM7niRsZ1dtTzRG77klhnyu7N2AsPUlIsAeVBtjRSMW+iQJG9QmsTfGgRVzmITGyt759kt8NwfZSeYxUOFUWkxKegScUbMCH4rR1D+JKvLxRxPJ9IQ+hXC3KG+Nf3CCIkZjOQne37DN7UFxKNU0yTSs4ym4HsFmaYW0Rel9lkRnZ6Nswm4f2PnSvFLW9twoaDRYL7qYmuc1AIBQyPNI7RxLD+l4KfWEm6ZThLzdjGfEyrBJrjzMrr5HEmVxxnXGdHPU/kti+JdZpbZPuumebA8iBb4iLPm3KXB//dfEJh4w2CFnGVg0gjtbjuBtQv16fh+ig9xyocKoowm8yIYw0R6r/chvAlX18o4ng+kYbQrxbkDBqUIqJESQmQnh4w2affpr6QaJximlRyVkkJkJ5hQklGs4jrKnGVIH1uetjJOsd/uhM7TlzAqMXbomFqVNB1DgqhgOF8cWQKvr1nWP9LwU+sJN0ynBVpG40GMR/TKoEl+SXK6+RxJlecb1xnRz1P5LYviXWWZDTzXTNLAsuDbMmPPG/mrT6I7w8U8u9Qm9AirnIQaaSafXPI+uX6NFwfpedYhUNFESWuEuTVuR0M5VqaIR2+vlDE8XwiDaFfLcgZNChFEIR8/ip1aW0CQRAEQeiaHw/TRMcEQRAEURMalCIIgiAIgiCIWoCST8gSBEEQhBRoUIogCIIgCIIgagG06ipBEAShNyStvkcQQaSlATab7zN4U19INE4xTSo5Ky0NsBUzpOFUxHWlJaTBNtmGtATh/U2maFgYXXSdg0IoYHikcYwmhvW/FPzEpkGCbhnOUjO2MR/TKoFpqWnK6+RxJlecalxnRz1P5LYviXWmFZ+CDQxpaaaA8iBbUlXMmyigmyeltIirHEQmthbX3YD65bbDcH2UnmMVDhVFpCWkIbv8M5hQJ2g42BC+5OsLRRzPJ9IQ+tWCnEFPShFRwusF8vJ8n8Gb+kKicYppUslZXi+Qd8IL74nI6/IyL/JsefCyyG2zV1RKNTGq6DoHhVDAcL44KvmfE8P6Xwp+YiXpluEsKW1UKjEf0yqBXrdXeZ08zuSK3cZ1dtTzRG77klin90Se75rpDSwPssWtYt5EAb2MSWkSVzmINFLNvjlk/XJ9Gq6P0nOswqGiCC/zwm06CyC4LkP4kq8vFHE8n0hD6FcLcgYNShFRorQU6NzZ9xm8qS8kGqeYJpWcVVoKdO5mQWm3vhHXVVpZis5vdUZpZeS2PfLRb1JNjCq6zkEhFDBcShxl12lU/0vBT6wk3TKcpWZsYz6mVQJLi0qV18njTK64yLjOjnqeyG1fEuss7dbXd80sDSwPsqUo8rwx6eCxYqaXR6W0iKscRBqpxXU3oH65Pg3XR+k5VuFQUURpZSnOJD0CBqeWZkiHry8UcTyfSEPoVwtyBg1KEQQRGbbySkz7ai9+O3kh6DsTLt5o/3TknJpmEQRBEARBEARBEAaFBqUIgoiI2d8ewAebT+DmNzdpbQoRJWjCW4IgCPXQw1NK2ltAVHOwwI6882Vam0GohB7aP0HoFZronIgeISZD1C0SjVNMk0rOSktjABM5wXvVJJ1Lt+cpYZKi6DoHhVDAcC0mWzWs/6XgJ1aSbhnOUnsC+5jGb7EOteriLTawsxVZEESpc/ORmoY0EwNQ45W7ULaomTexhBZxlYPYBXIE+uazJU4MffknAMDxucNkmcVbv1yfhuujjIyKIkysjh7MkA5fXxgpAiINoV8tarkzaFCKiA5WK2C3823qC4nGKaZJJWf5qjEBOB35MYlW2KfoNZDC6DoHhVDAcC3iaFj/S8FPrBUSdMtwlpqxjfmYVgmUFEOJdfEXG9fZUc8Tue1LYp3WktMIqiqkLZHnjR7mlNLNo1JaxFUOIhM7XN98/C9l546R3Q7D9lEGRkUR1kQrmlcs09oM6fD1hSKO5xNpCP1qQc6g1/eIKOF2A6tX+z6DN/WFROMU06SSs9xuYPVKD9wr10Rcl9vrxuo/VsPtFd5fD/fZNdF1DgqhgOGRxjGaGNb/UvATK0m3DGfVjO2in49h4U9/ij5PRHXFekyrBLor3Mrr5HEmV1xhXGdHPU/kti+JdbpXrvFdM92B5UG2VKiYN1HAq5dXiLSIqxxEGhnuuqt0GGT7NFwfpedYhUNFEW6vG+XmHWDwBI0HG8KXfH2hiOP5RBpCv1qQM2hQiogSZWXA0KG+z+BNfSHROMU0qeSssjJg6DALyobdGnFdZZVlGPrRUJRV6jGQwug6B4VQwHAt4mhY/0vBT6wk3TKc5R9bh9ONZ77Zj2e/PYAPfz0h+lwKmmkMqgSWnStTXiePM7nic8Z1dtTzRG77klhn2bBbfdfMssDyIFvOqZg3sYQWcZWDSCPDXXeVHhyU7dNwfZSeYxUOFUWUVZahKHF6yNX3DOFLvr5QxPF8Ig2hXy3IGTQoRRAEUVvRyw/mRHRwub3cv6cu34tNR2klTILQE3p4qPj4X2U04bLKuNzeIJ9TCAiCIC5Cg1IEQchGDzfaBFHbmbp8T8D2Xe9ugb2iUiNrCIKoiV7GIdbuL9TahFpDmcuNXs+uxR1v/xpQfs4R/OQMQRBEbYUGpYjoYDYDHTv6PoM39YVE4xTTpJKzzGagY3sPzO3bRVyX2WRGx4Yd4azUy6105Og6B4VQwPDqOJpN6jnDsP6Xgp9YSbplOMs/tiv3FAR9by+P3qBUzMe0SqA5zqy8Th5ncsVxxnV21PNEbvuSWKe5fTvfNdMcWB5kS1xkeVNor8AfRQ6FDY+M9QeLtDZBm7jKQaSR1X3ztmPFKKlwY+vx89x3bo8Xj36yUylLffXL9Wm4PkrPsQqHiiLMJjPivc0BmIKejjOEL/n6QhHH84k0hH61IGfAxOgZXg673Y709HTYbDZYrVatzSEI3TD5f7/j02153HbN5YsHzN+AE3+V8X5P6IuWk78FAPRpVQ+fPdhXY2uIaFEdV39+fmIQmtVN1sAagiD86TlrLc6XurQ2AwBwZ+9szL2lq9Zm1Aq+31+IMR9sB3Dx3sheUYmuM9Zw+3w8Jgf9WjfQxD5CeaqvzTd0y8KrI3pobA1BqEuk4yu1dziOiC4uF7Bwoe8zeFNfSDROMU0qOcvlAhYucMO1YFHEdbk8Liz8bSG+2HlcUduUQNc5KIQChlfH0eVRzxmG9b8U/MRK0i3DWeFiG80l6GM+plUCXQ6X8jp5nMkVO4zr7Kjnidz2JbFO14JFvmumK7A8yBZHZHmjlwEp3aBFXOUg0sjqvrnSG37/uxZukWtdcP1yfRquj9JzrMKhogiXx4USy2owVAatVG0IX/L1hSKO5xNpCP1qQc6gJ6X8oSelZGC3A+npgM0GWK01N/WFROMU06SSs7hqYIXVdiqiuuxOO9LnpuOSys/hcSdx5Q9ceQlKKiox52bfL60D52/AcZ09KaXrHBRCAcOr42ibbIM10arKk1KG9b8U/MTaYRWvW4azqmP7Tu4ePPd18Ip7myZfhayMOqLOqYCZxqBKoD3PhvRsq7I6eZzJFefZYc02prOjnidy25fEOu3pzZAOe2BdoWypilW4vAn1JKNW3H5ZM8y7tZu2RmgRVzmITOzqvvnL4Ucw/pNDAC7eG5VUVKKL35NS/t9pZG7EJ4iJ64CKInaeOo2e7zVDdvlnuKl7a7xy58UnpQzhS76+UMTxfCINoV8tYtgZ9KQUQRCK8c6Pf+KTrXk4+VftXbqUIPTErK8PaG0CQRAG4bPtp7Q2odZAv/3Xbh7672/cvykVCIIfGpQiCCI8PBdSl8ejrh0EQYgiim/vEQRBECJ55ut93L9pgKr2ccZWobUJBGEIaFCKiA4WCzB4sO8zeFNfSDROMU0qOctiAQZf7YblqoER12UxWTD40sEAhP9nG815a6KFrnNQCAUMr46jxVTjnAreHxvW/1LwEytJtwxnWUwWJHl6QI3LeczHtEqgJcGivE4eZ3LFCcZ1dtTzRG77klin5aqBvmumJbA8yJYEFfMmltAirnIQaWT1dfev0os/3rWashIr95xR5Z5Jtk/D9VF6jlU4VBVh5r1GG8KXfH2hiOP5RBpCv1qQM2hOKX9oTimCCE2bp1ai0hPcVax9/Eq0aZyGQS9sxLFzpVy5HuaUIvjh5pRqWQ+fPUSr7xkdoblqNk+5Ck3SozOnFEEQ0tHTnFIAXafVIlTc98wYrPicUoQ+8I//9d2y8BqtvkfUMmhOKUJdnE5gxgzfZ/CmvpBonGKaxmhPewABAABJREFUVHKW0wnMmOqGc+qsiOtyup2YsXEGvKwy5Pd6HtHWdQ4KoYDh1XEsqSiP2jnD1mlU/0vBT6wk3TKc5XQ7URz3ERhCt1FTmKccRdUV6zGtEui0O5XXyeNMrthuXGdHPU/kti+JdTqnzvJdM52B5UG22FXMm1hCi7jKQaSR1dfdUH2zGvdOsn0aro/Sc6zCoaIIhkrea7QhfMnXF4o4nk+kIfSrBTmDnpTyh56UkgGtvqe6PZKrkbD6XkvnMjBv8NMWq8dfiXaZ+nxSStc5KISCq+9ll3+GT8YMwt1Vy08r+aSUYf0vBR2svpdd/hnMSA76fsuTV6OxNSnEkeKJ+ZjS6ntRgVbf0//qe4AOrtO1ZPW9UH3z7umD0W0mrb6nGSqKaD55GfLq3I7s8s9wY7fWAU9KGcKXtPqeOsSwM+hJKYIgooaXZ+yaVf3eV/NZjIpKmgBdrzzxv9+1NoEgCIIgai/0OABBEEQANChFEERY+J6n5Ct/7+djyhlDiOa3E+dDljO6MyYIgiAIglCcr3fna20CQeiWOK0NIGKE+Hhg9GjfZ/CmvpBonGKaVHJWfDwweqQb8bg74rrizfEY3WM01mwKvRoE36DUqQvqzV3Eh65zUAgFDD/5lwup7sEA1FvVw7D+l4Kf2HhI0C3DWfHmeMHYRvMF/ZiPaZXA+OR45XXyOJMrTjaus6OeJ3Lbl8Q640fejdFwIz4+LqA8yJZkFfMmltAirnIQmdhC909q/CAkux2G66P0HKtwqCrCEnCN/svhRP3URPXNkApfXyjieD6RhtCvFuQMmlPKH5pTiiBCwzcXxsp/XoGOWVZc9eJG/Hn24pxSI/pkY87NXdUyjxDg29/P4KMtJ7Dp6F8AgGZ163CDhr1b1sWyh/ppaR4RBWj1PYLQPzSnVO0kVNx3Pn0NesxaG1BG8Yg9yl0edJi2KqDs1ylXIzM9OvM8EoQRoDmlCHUpLwfGjPF9Bm/qC4nGKaZJJWeVlwNj7nOj/L6xEddVXlmOMSvGwIvQq0Ho+fUvXeegEFE03On24JGPf8PPR/PxV/yrQXHcceICzpYos9KHYf0vBT+xknTLcFaZqyxkbCOl0uNFmcvNbTPG4PZ4o22mMagSWH6+XHmdPM7kis8b19lRzxO57UtineX3jfVdM8sDy4NsOa9i3sQSWsRVDiKNFLp/UuPOSbZPw/VReo5VOFQSMX/1IXjhDLhGe/yeBTGEL/n6QhHH84k0hH61IGdIG5R644030LJlSyQlJSEnJwdbt24V3H/ZsmVo3749kpKS0KVLF6xcuTLge8YYpk2bhiZNmqBOnTrIzc3FkSNHAvY5f/487r77blitVmRkZGD06NFwOBzc98ePH4fJZAr6+/XXX6VIJMRSWQm8957vM3hTX0g0TjFNKjmrshJ4b0kcKpd8FHFdld5KvLfzPQChJy7X83OWus5BIaJouNtTHSAPHHFrUDOOXgb0mf297HpCYVj/S8FPrCTdMpzl8lSGjG014dpo/+fXo+O01Vj405+Yv/og7nlvK/rOXY9yV/D5Yj6mVQIryyqV18njTK64zLjOjnqeyG1fEuusXPKR75pZGVgeZEuZinkTS2gRVzmINFLo/kmNl1Rk+zRcH6XnWIVDJRE/HTmLmvdfXu/F2BvCl3x9oYjj+UQaQr9akDPED0otXboUEyZMwPTp0/Hbb7+hW7duGDJkCIqKikLuv2nTJowYMQKjR4/Gzp07MXz4cAwfPhx79+7l9pk3bx5effVVLFiwAFu2bEFKSgqGDBmCiooKbp+7774b+/btw9q1a/HNN9/gxx9/xAMPPBBU3/fff48zZ85wf7169RIrkSAImeh5sKo2Yaq5LGIIKFbGJlz4wn1faPf9evvstwfwxoaj+PmPczhb4sSvx/6Kin0EQRBEIPvy7VqbQGiEx0s3XQQRCtGDUi+99BLuv/9+jBo1Ch07dsSCBQuQnJyMRYsWhdz/lVdewdChQzFx4kR06NABs2bNQs+ePfH6668D8P1a8PLLL2Pq1Km48cYb0bVrV3zwwQfIz8/H8uXLAQAHDhzAqlWrsHDhQuTk5KB///547bXX8OmnnyI/P3Alg/r16yMzM5P7i6/FE4YRhFrUHPuggQ6CUIdwv7hL/UV+1jf7ccfbm3lf5SMIgiCksegXWqG4NhDqh0EP3SATREhEDUq5XC7s2LEDubm5F09gNiM3NxebN28OeczmzZsD9geAIUOGcPsfO3YMBQUFAfukp6cjJyeH22fz5s3IyMjAZZddxu2Tm5sLs9mMLVu2BJz7hhtuQKNGjdC/f3+sWLFCUI/T6YTdbg/4IySSmAhMn+77DN7UFxKNU0yTSs5KTASmP+VG4lMTI64r0ZKIJ/pNhQmhB3f5rq16mGtK1zkoRBQNr46PCfFIrxzBG0clMKz/peAnVpJuGc5KtCQKxnaFxCWo/zxbii3HzuPHI2ejYaYxqBKYaE1UXiePM7liq3GdHfU8kdu+JNaZ+NRE3zUzMbA8yBarinkTS2gRVzmINDLRkojpA6aH7JvVeFpGtk/D9VF6jlU4VBRR8/7r4rQKBvElX18o4ng+kYbQrxbkDHGr7+Xn56Np06bYtGkT+vbty5VPmjQJP/zwQ9AAEQAkJCRgyZIlGDFiBFf25ptvYubMmSgsLMSmTZtw+eWXIz8/H02aNOH2uf3222EymbB06VLMnj0bS5YswaFDhwLO3ahRI8ycORNjx47FuXPn8MEHH+Dyyy+H2WzG//73P8ybNw/Lly/HDTfcEFLPjBkzMHPmzKByWn2PIC5iK6tEt2fWhPzuq0cuR7fsDFz94kYc9Vt977ZezTD/tm5qmUjw4HC60Xn66oAy/9X3qqFVf4xLpceLNk99J7iPUHzDrQj2zj29MLhTpiTbCIK4CK2+VzsJFff+rRvg5z/OBZRRPGKPwf/5AYcLHQFl3zzaH52bpmtkEUGoT61bfa9BgwaYMGECcnJy0Lt3b8ydOxd///vfMX/+fN5jpkyZApvNxv3l5eWpaHGMUVoKDBni+wze1BcSjVNMk0rOKi0FhuS6UXr1DRHXVeoqxc3LroMXFSG/5xvR1v45KZ3noBBRNNxb9ZuDFxUoTHiaN45KYFj/S8FPrCTdMpzlcJZKiu2GQ0X4cucpUcfEfEyrBJYWlSqvk8eZXHGRcZ0d9TyR274k1ll69Q2+a2ZpYHmQLUXh82bZdrq/DEKLuMpBpJGlrlIM+XBIyL7Zq8IrXLJ9Gq6P0nOswqGiiJr3X26/p+QM4Uu+vlDE8XwiDaFfLcgZ4galGjRoAIvFgsLCwoDywsJCZGaG/iU1MzNTcP/qz3D71JxI3e124/z587z1AkBOTg7++OMP3u8TExNhtVoD/giJeDzAmjW+z+BNfSHROMU0qeQsjwdYsy4OnvUbI67LwzxYf/x7AOLmldHDK/O6zkEhomj4xTh4UWHZCbFxlINh/S8FP7GSdEt0FmMMX+w8KSm2o97fhseX7g6738GCEm5eqpiPaZVAj8ujvE4eZ3LFLuM6O+p5Ird9SazTs36j75rpCSwPssUVPm8mfv67wgYbEC3iKgeRRnqYB2uOrkGovlmNQSnZPg3XR+k5VuFQSUSp04Oa91/+8zQawpd8faGI4/lEGkK/WpAzxA1KJSQkoFevXli3bh1X5vV6sW7duoDX+fzp27dvwP4AsHbtWm7/Vq1aITMzM2Afu92OLVu2cPv07dsXxcXF2LFjB7fP+vXr4fV6kZOTw2vvrl27Al4JJAgiuvC9/auHOaUI6OORNUIxNhwqwsyv9ytax0trD+ODzScUrYMgCPVxuWkRA62gBdhqB6eLy4PKKPYEEZo4sQdMmDABI0eOxGWXXYY+ffrg5ZdfRmlpKUaNGgUAuPfee9G0aVPMmTMHAPDYY49hwIABePHFFzFs2DB8+umn2L59O9555x0AgMlkwvjx4/Hss8+iTZs2aNWqFZ5++mlkZWVh+PDhAIAOHTpg6NChuP/++7FgwQJUVlZi3LhxuPPOO5GVlQUAWLJkCRISEtCjRw8AwBdffIFFixZh4cKFsp1EEERo6Nqqb2hwMLY5cKZE0nFekXfF7/18DCP7tZRUF0EQ+qTU6UZCXILWZtRO6NJca5G6Ii5BxDqiB6XuuOMOnD17FtOmTUNBQQG6d++OVatWoXHjxgCAkydPwmy++ABWv3798PHHH2Pq1Kl48skn0aZNGyxfvhydO3fm9pk0aRJKS0vxwAMPoLi4GP3798eqVauQlJTE7fPRRx9h3LhxuPrqq2E2m3HLLbfg1VdfDbBt1qxZOHHiBOLi4tC+fXssXboUt956q2inEBJISgLefdf3GbypLyQap5gmlZyVlAS8+5YbSXg54rqS4pLw0jVv4uUVwqu2mUKte6sxus5BIaJoePXYgwnxqOd6FCbEq/ZqpWH9LwU/sUmQoFuGs/xjGymbjv4luh6gFsS0SmBSRpLyOnmcyRVnGNfZUc8Tue1LYp1Jb72Md+FGUlJcQHmQLRkq5k0U0fy/xlrEVQ4iEzspLgl3tn4Wm/aEWH1PhQux7HYYro/Sc6zCoaKImtdo/9+EDOFLvr5QxPF8Ig2hXy3IGeJW34t1Ip0dniBqE0UlFejz3LqQ3/1vbD/0alEXuS/9gD+KLq4wcnOPpnjpju4qWUjw8ZfDiV7Pfh9Q1jSjTtAj5bTqjzF5Y8MfmL/6UNj9/OO76eg53PVu8Eq5QjSvl4wfJw0SbR9BEL4nI1pNWam1GUHsmJqL+qm1d/lxNXht3RG8uPZwUHmP5hnYebI4oIyuw7FHqJUXn7upM+7q01yXP+YShBLUutX3CI1xOIBOnXyfwZv6QqJximlSyVkOB9CpgweODr0jrsvhcuCKxT3hRfB78T58Y9olFZUhSrVF1zkoRBQNr46DF+XIT3wYXpSr9ui4Yf0vBT+xknRLdJbJFBhbIdbsK8Dynaex6Q/xT0lV3zvHfEyrBDoKHMrr5HEmV1xgXGdHPU/kti+JdTo69PZdMx2B5UG2FAjnjV5/+lXjaR1BtIirHEQa6XA5MPu360L2zWrMKyTbp+H6KD3HKhwqiqh5jX7qy714c+NRtc2QDl9fKOJ4PpGG0K8W5AwalCKihNcL7N/v+wze1BcSjVNMk0rO8nqB/Qct8B48FHFdXubF4fMHwDfMVH1jdc7hCijXwwOYus5BIaJo+MUwMFSaTwJgqk2yaVj/S8FPrCTdEp1lggn+seVjyabjeOC/OzB+6S7sy7eJqiMKZhqHKoFet1d5nTzO5IrdxnV21PNEbvuSWKf34CHfNdMbWB5ki1s4b7S/GoZm+c7T2hqgRVzlINJIL/OioOwPhMoAsfP6SUG2T8P1UXqOVThUFRF8ja5+wtkQvuTrC0UczyfSEPrVgpxBg1IEQUin+sbKU+MGS6834bWNUIODBfYKDSwhlCDSp/+nr9jH/XvDobOi6znxV5kuBpoJwoh4ddp2Zq88qLUJtRa95gRBEIRW0KAUQRCSYUDAXFJcOd1v6QIKQ2yj5owUv0h47Y8gCLoeEsGo9cQyoS5eL8O7P/6JHScuaG0KQRgOGpQiokNyMrBqle8zeFNfSDROMU0qOSs5GVj1rQfJ334ecV3J8cn44PrlMCH0ZKhexnC4MHhZej3cb+k6B4WIouHV/xkyIRGNnDN546gEhvW/FPzEStIt0Vkmk3qxLS53xX5MqwQmN0hWXiePM7niBsZ1dtTzRG77klhn8ref+66ZyYHlQbY0EM4bposrog7RIq5yEGlkcnwyHu78Xsi+WY0nT2X7NFwfpedYhUMhEV//no/nVh7ALW9t4sqErtGG8CVfXyjieD6RhtCvFuQMWn3PH1p9jyCCOX6uFANf2Bjyu4/G5MBeXomxH/0WUP5/XZvgtRE9kHe+HNn16tAqIxpxxlaOvnPWh92PVv0xJm//cBRzvlPnFZzXRvTA9d2yVKmLIGKJikoP2j+9SmszQkJ9v7LwrZDarnEaDtX4QY9iYXxeWnsYr647AsAXz1Cr71VD8SZqC7T6HqEudjtgtfo+gzf1hUTjFNOkkrN81TDY05pGXJfdaUeXd5rAi7KQ31dUekIOODEA7/18DFfO34Bnvz0gx2zJ6DoHhYii4dWvCHhRhpNJt/HGseacYNHAsP6Xgp9YSbolOmvOdwfDxjZaMNSCmFYJtJ+yK6+Tx5lc8SnjOjvqeSK3fUms057W1HfNtAeWB9lySjhv6KdfHrSIqxxEGml32vHvX7qH7JvVWPlQtk/D9VF6jlU4FBJhDvH7q9A1+uf9xcF9jN7g6wtFHM/n65jIpWhBzqBBKSKKlJQIbeoLicYppkklZ5WUmACHuLoclfz7P/Lxb7yTLT+30jcY9d7Px0TVF010nYNCRMlw/wdhmSl4Wepqes5aiylf7IlKnf4Y1v9S8BMrSbcMZwnFNlr885OdyDtfFvsxrRKoik6eSrhiAzs76qbLbV9ScJT4rpmR2CKQN0q/vmdNilP0/IqiRVzlINLICk9pyHK1JjqX7dNwfZSRUUCEheeGONQ1+ucj53DXu1tC9zF6g68vjBQBX8dELkWLWu4MGpQiCEIyFZVemHkuwnwXZ0I9Ir3vtZVX4pOtJ/FHUe2+IBLC/HvZbq1NIAjDofSk1p8+0FfZCghRuD1ejFmyHQs2HuXdh56ei00ive01mYBV+84oawxBGAwalCIIQhbllZ7gQgaYQz3HTKjKntM2UfvnvvSjQpYQ0UaL6SD35dfex8oJQipKttXjc4ehY5YVv0y+SrE6CHGsP1iE7w8U4vUNf/Duo9aTUoS6RDp/KmPAVzvzFbaGIIyFgZ/5JXRFSgqwd6/vM3hTX0g0TjFNKjkrJQXYu9uDFGyOuK6U+BQ0qXhDcGWvf36yM6iMgYV8t15NdJ2DQkTR8KeX7wXgW/0lXByjjWH9LwU/sSmQoFuks2zllbj5zV8AqBtbU7w7tmNaFYeURinK6+SJOVfcyLgNKOptX277klhnyu7N2AsPUlIswrY0Es4bNYYfmmbUkXQcY0y7hUi0iKscIkzs6h/qhPpmNQalZLfDcH2UnmMVDoVEWELc+PLlQYnTDVM80OQfPyAlZUBU7YgqfH2hiOP5fB0TuRQtyBk0KEVECbMZyM72fQZv6guJximmSSVnmc1AdgszzIi8rt15NsSxhhD7UCVj2r++p+scFEIRw82S4iirRqP6Xwp+Ys2QoFuks/67+TiOnq2eq0TF2JpiPKZVcTDHmZXXyRNzrjjOuA0o6m1fbvuSWKe5RTayYQ6sK5QtccJ5w7wK21rFinGX49i5Uqw/WISvdkX2FIaXARatLtVaxFUOESb2xQEn/r7Zq0JOyG6H4fooPccqHAqJCP1jrMA12gTEWSv07Uu+vlDE8Xy+jolcihbkDHp9j4gSJSVAenrAZJ9+m/pConGKaVLJWSUlQHqGCSUZzSKqy+F0Y/hb65BX53YwiJtImTGg1BXitT4V0XUOCqGA4QzlkuIoB8P6Xwp+YiXpFnmQy+M3gb2KsWWuuNiOaVUcSvJLlNfJE3OuON+4DSjqbV9u+5JYZ0lGM981sySwPMiWfOG8ieZE5/f2bcH7XddmGbixe1O8cmePiM+n6WtkWsRVDhEa6akacBLqm9Xwu2yfhuuj9ByrcCgkwn+O1eo5OoXygLnikPfyEH37kq8vFHE8n69jIpeiBTmDBqUIggjmoy0n0Hn6asnH780XN5cRoQxSbnu3/PkXbluwCQfO0PxBuoXmIyEIQ3CksASfbM2L2vlm3tAJ3bMzonY+mtso+kSyIIRH6dnvCU3wb080RydBiIMGpQiCCOB8qQtPfblX1jlOXVDviRwiutzxzq/YdvwCRr2/TWtTCIKIAg6nG8t3nkZJRaXWptQ6rvnPj3h+1cGonMuaFAeTyYQ37u6JK9s2xOJRvXn3HdSuYUTnpDEpbaDBwNhk9srotHWCqI3QoBRBEAHYy6P/H5e882VRPycRHjmrPhWVVETREiKqaDxfG2EsJizdhfFLd2H8p7u0NqXWwBjDt7/LW/J9cMfGAdsPD2oNwDep+Qf/6IOB7RrxHrvoPv4BK3/sNFCpCW56UoogCCIAGpQiokNaGmCz+T6DN/WFROMU06SSs9LSAFsxQ1rxKcG6nO6LM3CaUAfZ5Z/BBGkr+1TzwppDso6Xgq5zUIgoGl592ysljnJXZDKs/6XgJ1aSbrEH+Q02RquNRoIpwR3bMa2KQ1pWmvI6eWLOFWdFrwGt2V8IAFh3sEj2uSIh6m1fbvuSWGda8SnfNTMtsDzIlqzgvFmzvxCPfPybqCqnDuvA/fvrcf3x+l098eCVl6Brs3R8Pa4/HrzykojPFWn//eq6I6JsjCpaxFUOIo0U6puLy4IHAxljqKiM3lycsn0aro/Sc6zCoaIIoTwwJbiRPX41UlJ0PEjJ1xeKOJ7P1zGRS9GCnEGDUkSU8HqBvDxuSZEam/pConGKaVLJWV4vkHfCC+8J4bqOFPlPsueF23QWgDzbXG71E0HXOSiEIoZHJ46iajSq/6XgJ1aSblnOUjG2LMZjWhUHr9urvE6emHPFbuM2oKi3fbntS2Kd3hN5vmumN7A8yBZ3cN5sP35edJXXd8vCayN64IN/9EGXZulIiDNjynUdsGJcf3Rpli77h4JQnNbyVXst4ioH0UaK65sf/WQn2j+9CqcuROfJctk+DddH6TlW4VBVhEAeMMBtT0K3GWuw44T4PkMV+PpCEcfz+TomcilakDNoUIqIEqWlQOfOvs/gTX0h0TjFNKnkrNJSoHM3C0q79RWsa9zHO7l/MzhxJukRMDhl1V3p8aKi0iPrdTKx6DoHhVDA8GjFUQyG9b8U/MRK0i3yIP83P9SMLauMi+2YVsWhtKhUeZ08MeeKi4zbgKLe9uW2L4l1lnbr67tmlgaWB9lSFJw3Ui51jPkGpq5sG9l8UOGYNLRd2H02HDoblbokoUVc5RCBkf4TmIvtm7+pet3zlrc2AfD9mDfp891YsTtfKXMlncAQsQqHiiKE8oBVxuHMogGwO4CHPxL3ZKVq8PWFIo7n83VM5FK0IGfQoBRBEMpTYK9Ax2mrMJImzyYI2by+4Q+tTSAIQiY392iq6PkfHtgaf86+DgdnDUWrBim8+2358y9F7ahN/O+3U7LPUWh3gjGGz3ecwmfbT+Gfn+wMfxBheGjue6K2Q4NSBEEozt7TdngZ8ONhDX+VrYXQTU7sEc05R4jYxOn24Pa3N+PFEHP5nfir9v4KqyfqxFuCXserl5IQ9XrMZhOS4i1Y/68BvPvszCuOer21lUMFJeF3igCXx4u/HOo92UxoD819T9R2aFCKiB4hJkPULRKNU0yTSs5KS2NAqri6TEz5CZSVQtc5KIQChouNYzRmLzGs/6XgJ1byZKAR8OSXe4LK1GyjpoQYX63Lb7EOteriLZZoxMo9Z7D12Hm8tj74ibphr/4s6ZxiUWRBEKXOzUdqmu+aGYktNfIm3P8vGRiSEyzc9t6ZQ5AQp9wtudB8VHO/O4gXVqu/GAkAbeIqhzBGemqMLEjtm11uL8xm+Vdh2T4N10cZGRVFCOXBxWuqjkel+PrCSBHwdUzkUrSo5c6I09oAIkawWgG7nW9TX0g0TjFNKjnLV40JwOmIjzEjGc0rlilnlILoOgeFiKLh1XN4aRFHw/pfCn5irZCgW4SzvvgtsP2qGVtzohvNH18Dq3WYKvWpTlUcJMVQYl38xeIb0MZDRVixOx9N0pO4sl/+OBewj8PphsvtVXQAJOptX277klinteQ0gqoKaYu0vBmf2wa78opx+2XNkJqo/O14o7REFJWEfvrm9Q1/YMI1baMyEBIxWsRVDhEktv+glJy+2eX2wixzYnvZ7TBsH2VgVBQhlAfV11QAYCz6T0pGBb6+UMTxfL6OiVyKFuQMelKKiBJuN7B6te8zeFNfSDROMU0qOcvtBlav9MC9ck3EdTF4UG7eAQbjvTKk6xwUIoqGM+5TfBzlLvRkWP9LwU+sJN0ynKVmG2VeE8r/bIBjRdFZHUp3VMXBXeFWPnd5Ys4VV4jPifve34YvfjuNNzYc5cruXrglaL8ylwrXmmj6T277kline+Ua3zXTHVgeZEtFcN6Ee3WaMaB+aiK+frQ/7unbUkklHD9OGiT4/YMf7lDFDg4t4iqHCIx0B0x0Lr1vPlRQAovM/6HJ9mm4PkrPsQqHiiKE8qD6msq8Jv0+J8XXF4o4ns/XMZFL0YKcQYNSRJQoKwOGDvV9Bm/qC4nGKaZJJWeVlQFDh1lQNuzWiOticKIocbqqq7ZFC13noBDRNJxVf6gfR8P6Xwp+YiXpluEsNWPLKi0oWpaDogsx+gpfVRzKzpUpn7s8MeeKzynXgBxOZW96o9725bYviXWWDbvVd80sCywPsuVccN5cKHMJnv75W7oqa38IkuItgt+v3V+o6gq5msRVDhEY6fFbzl1O33zXwi2yn5SS7dNwfZSeYxUOFUUI5UH1NZVVWtRte2Lg6wtFHM/n65jIpWhBzqDX90Li//hcfDxQpw5QXg5U+t2IJyb6/kpLAY/f6HdSEpCQADgcgN/FCcnJQFxc8KN5KSmA2QyU1JgcMS3Nd3zNpSGtVt8oqn/Sms1AairgcgEVFRfLLRbf+Z1O35+Smqp12e2+OpkZgClQr140+dskJk5Kaao+1ulUIfesF33Al3uMwcy8SK50woMyoA6Q4ixDeWIyLF4P6lRe9LvXZEJZQh3EeyqR6L5oo8dkRnlCEhLclUjwXCyvNFfdFKvRnvxfgdFL7onRVP0po49oFleJPHs5Kk3lQB0g3lOJOu6LWoXi5LUkydNU7X9/LdXESr9XTfW/GQNKqtpZdVkkmqr3dTh85QKaUp0XfVBptqA8vsqlzjJU/5fTZYmHKy4edVwVsLCLtjvj4lFpiUeyqxxmvxvg8vhEeMyWgHMDQFl8IrwmM1Jd5QAAjzPuok6Px3hxAoRzr/q8JSXgYqiUJn+7Aq5PANduau4XQpPL7cUbW/IxoGNmUPwcCXW4vtyfUqdH2TghMdh2WX25X5+Yloag6zAQ/Tj5n9/p9GkqLQ20JSkJQMLFdlCdN243vtx5mrc9rX+wJy5pkCquj4iGpspKzia+PuLXA2fQt2OWOvew/v1eaohrhd76iOo+UyD3LI4SpDrL4DWZ4Kh6Gyu3WRIW/r0/us5cI3jNdcYnIrHSiXivz/akcgcS3JVwxcXDW+KA2S9Okd2XA1w/JjVO/nr9cw8JF8v1FqcoX3PFaAp1zXVWXZhn57bA3G9PALh4zU2pao8pzjLUKYfPH3q8N6qmut8TE6dQ//eq1uTxArAEfmf0+wipcaquo7TUt38saKqm5rF8MILDZrMxAMzmu/T4/kaP9n05evTFMoCx6dN95YMHB5a/+66vvGPHwPJVq3zlaWmB5Xv3MmazBZYBvrK9ewPL0tJ851i1KrC8Y0df+bvvBpYPHuwrnz49sFwFTbY8m08G0vSpqdoePWi66irf5+TJisbJlpoVaD9P7nUa/xnL/ccbjAHMlgiGGWCF6cmsxRPfsHtumxmw76H6zVmLJ75hk4Y+GlD+Q8serMUT37D/XD4ioPyTroPZp1tPMMffRyrenmxIu6hXT7kXTlNqKq+moPyNUNOOzGYMM8AeG/ZgxHFq8cQ3zPOPf0jWxPnfJhwnqZo0j1NNTQBjeXmBeSdWU7t2ojR90nUwy37iM4YZvrZaXf6fy0ewFk98w35o2SNg/0lDH2UtnviGHarfPKD8nttmshZPfMPsCXUCynP/8QbrNP6zoJje/tw65v59jzHjJJR7v/4amLupWcpqqq7XTxNXd14IG3k01YxT9Z9/X179Z0+ow7Yd+0vROFW7N+BaGaU4hbwOK5R7XCwmzw6Ze7ZXF/u+b90zcP//reVtT/bCc6FzQOV+j6+P2DNjfvTak4h+L2TO6K2PyMsLLktLY26Pl53/34qA8kP1m4fsm8Ndcz/pGmh7dZzc11wjWlPAtUhKnP73v5C5x+V9daz0FicFr7nhNIW65obKg+pr7qn4RgG+LN+5W3/3RlddFZhLYuNUdV0Npcn26/7AXIqF+4ho/J8wxjTZrrqKAWA2m40JYWKMsciGr2Ifu92O9PR02PLyYLVW/Wpj5JFJNUeQHQ7g6quBdeuAxo3hKDMjp48XW9aVIjVVZ5ocDiA3F9i61bcdYZwU01ReDlx1FfDjjz4dUjQBYePkyLcjZ1AdbMHfkLrha6Bx46Dc23L0L9zx6T6/J6UqcCztSay/ZTXu+uSY4JNSn9zTHfe9vw2A8BM4zvhE1DO58dsUv/ktFGhPDgeQc3WKL15NdJJ7kWjKz7/YllJTZfURL649hPd/Pg63qQJ/pk1Fdtlc1HFffEA2XJzevqUDhrRrIEmTwwHkXJOGLVtMSPXGaL9XjcMBXHMN8OuvcJSwi3mXGqGm6v5zwwYgM1NQU+fJK7hi35NSXhQmPI5FV36BOd8eBwA8dE1HvPDj8eg/KeWy4NinV6PRvZsw97Z2uKtzg4D9dR8nQDj37Hbgb3+DY8V65NzQyBfDLIU0+V+HTCZOk8MB5OSmYsv6MqQO6n2xHwih6XypC898vQ8r/rAFxKkavielHInJOP7sEMXi5KhMRE5vL7asc1y8VsqJk9/9hSOtCXL+BmxZW3Lx3ED0c+/CBTgGXY8c/Iotm7xIrV+VezbbRVuSGiDnigRsWVGI1P8beDFvNjN0nrs6ZHv68/nrNe/3nvh8N77c/1fIJ6Vm3tELt/ztEnXuYf36PUdqpu/+6nu/nNFbH2EyAX/7G7B2LZCair8cTny39wyWHrJjf955fHp3V4xa7LsHqn5SqjBhAt694n+4N6cdOk9fLepJqan/1wHTvvsDrrh4/D7xcljjzaI0BdwDNZYQp+JioG/fi31QVe45zruQc7nl4jVOb3GK8jU3Uk1/2isxbM7qEE9KuVGU8DjO/XML/vbcLwAuXnPrlDhx7NOr0erOdbAkePDc33NwY89szfuIak1ITAQKC+G48jpfX7ihHKkNRMaJMaBfP67d+Gty2L2+/tz//1VGv4+QGqfqnNy40ff/s1jQVIW9tBTpWVmw2WwXx1dCQINSfnCDUmGcRhCxykdbTuCpL/cGlR+fOwz5xeX46chZPPG/4CXpAeCLh/vh5jc3RVzX8bkxuoKXjnju2/1496djIb/72yX18Ouf58OeY1iXJnjlzu6IkzvrKhEVWk7+NmT50dnXYcQ7v+LSRimYc3NX3v2iRb9L6+Pj+/+maB0EP/nF5eg3d73k44/NuQ4muasZELzwtT89XPceX7oLX+4MvQpvcoIF+58ZqrJFxqT/8+tx6sLFgeAEixkujzdovzk3d8GIPs1F98nP3dSZux9r2zgV3z12JSxqro5IiOKrXafx2Ke7Qn6XEGfG4WevDZsDr9zZHT2b10VmehLi6Z6LiBEiHV+hjCeig8sFLFxY9a550Ka+kGicYppUcpbLBSxc4IZrwSLeumoOSDFUosSyGi6PC1kZdXBH7+aCdYwdeGnE9kz7ai9OXSjDhVIXdp68EPFxkaLrHBQiioZXLwRUHUeGi7+ufPpAXyz5Rx/ktKoneI5v95zB8l35AIBj50rhcgffdIfCsP6Xgp9YSbplOIuhEq1a/AoPq8RnD/XFnJu7ij5HxHV5TCjZnQ3mMeFwYUn4A4xGVRxcDpfyucsTc67YIZwTN7z+i6zqKyq9OHWhDB/+egIVldFduTHqbV9u+5JYp2vBIt810xVYHmSLQ8W8iQLtMtN4vytzqbjSrhZxlYOfkSUVlQEDUgCCBqSqr7ser0+U2PEk//uxw4UO7M+3C+wtaK40wvVReo5VOORcc3me5eAbkGKohM20Ci5PcF3+11QA2PTHX7hi3gY89F+VV8IUgq8vFHE8n69jIpeiBTmDBqWIKFFRAdx/P/e4Xo1NfSHROMU0qeSsigrg/rFxqBg7PuK6GCpxPuE1VLgv7n9fv5Yh9y13eVAZ4YAFAHyw+QReWnMY177yE256cxM2/XEu4mMjQdc5KEQUDfdW3TxVx9F/UAoABrRtiFfu7BH2PHtOFeO7PWcw6IWNGBvhsuGG9b8U/MRK0h3hQedLg29WPnuoFzYWPRvQRgHg7Xt6YWTfFiKMCOaRQYGDzMxtwflVXcHcFpxzuHDvoq2yzq87quJQUVyhfO7yxJwrLhbOiXMOeast2sorcf1rP2Pq8r14ff0fss5Vk6i3fbntS2KdFWPH+66ZFYHlQbYUR5Y3fVoK/wCgFv+4vJVg3yB28EMyWsRVDlVGOh2lGBlB31d93c2u73tl/sMxObKqN/v9j83rDf+Si2yfhuuj9ByrcIgUUe3vj7ecRO/nvsfe07aIq2KoRFHcq6hwV+Dmnk0Dv/O7pgLA0u15AIB1B4siPr/i8PWFIo7n83VM5FK0IGdIG5R644030LJlSyQlJSEnJwdbtwp3zsuWLUP79u2RlJSELl26YOXKlQHfM8Ywbdo0NGnSBHXq1EFubi6OHDkSsM/58+dx9913w2q1IiMjA6NHj4bD4QjY5/fff8cVV1yBpKQkZGdnY968eVLkEUSt4JOtJzHq/a2wlVWizBX5EuGdm6aHLC+pqAz56LoQq/YVoMDu64C/3XNG1LFEeCK5cfVG8Ab3ks0nMPaj3wDo7GaplrF40/GgsjaNQj/1MKRTJmbe2FlSPQ3TEvHTpEGYOKQ9fpo0iHe/Hw+fxfbj4V8BJfTHU1/uwYUy3yD1xsPUpqPJcp5X4z57qK/KloQmIc6Mf17dhvf76179Cb+fKlbPIIPRa9b3+O1kccT792juG4zsd2kDbPj3wIDvmmbUifg8j36yE26PF/vybej+zBq89/OxiJ9cJqSzfOdpXPLkSrSc/C2e/HIPzjlceOjDHQFPTEX6tOlLt3dXyEqCMD6iB6WWLl2KCRMmYPr06fjtt9/QrVs3DBkyBEVFoW9qNm3ahBEjRmD06NHYuXMnhg8fjuHDh2Pv3ouPpc6bNw+vvvoqFixYgC1btiAlJQVDhgxBhd9o4d133419+/Zh7dq1+Oabb/Djjz/igQce4L632+0YPHgwWrRogR07dmD+/PmYMWMG3nnnHbESCaJWMOWLPdhw6Cy6PbMGHaetxt0Lf43ouP/r2iRk+aUNU0XfIPm/KvDlztP48NcT+KOoBK2mfIuX1h4WdS4imOoBv2qeHR48SBHJoBShDW6PFwt/+hMtJ3+L0Yu34dV1F3+sye3QGJ8/1Ff2XF8zru+Ip/+vI968uyeGdW2CPTMGY+uTVyO7XjIAILteMjb+eyBu6tE05PG3LtgMhzPyQW1CH/gPLu89rdKTMbWEqcuD52W8vluWBpbwE24+MbmvhxKhadUgJWD75Tu7R3zsn2dLsXR7HiYs3Q17hRuzvtmPK+atp/5XIdweLy6fux7jl+4K+u7UhXK0mrIS7qofYk9dKAvaRy7Lqp6aIojaQlz4XQJ56aWXcP/992PUqFEAgAULFuDbb7/FokWLMHny5KD9X3nlFQwdOhQTJ04EAMyaNQtr167F66+/jgULFoAxhpdffhlTp07FjTfeCAD44IMP0LhxYyxfvhx33nknDhw4gFWrVmHbtm247LLLAACvvfYarrvuOrzwwgvIysrCRx99BJfLhUWLFiEhIQGdOnXCrl278NJLLwUMXhEKYbEAgwf7PoM39YVE40IdVlHpgb2iEo3SklS3R1I1V7thYQPhNQX/R/aXP/4KcZQZgy8dDIvpom1J8Ras/9cAfLnzNF7ze+2jTeM0Wb/albk8ATfzr647gsta1MWVbRtKOp+uc1CIMIZ7qp5+Kq/04OcjZzHx899RUhF4U9r3kvqYNbwzVu8rBAAMaNsYJ3B11S+2fwbsWy8lQbSJV87bgJPny7D1yavRyBo69w3rfyn4ibVAgu4azpqz8gDe/jEwTjWfUFs40nctLHWVBrVRfw7OGoq73v0VBbYK5NsqcFmLuth+4gKuaNMA06/viNZ+T1pd1yX0gHPLBimYd2tXrN61HkktzwKmwIHMztNXo2X9ZPxrcDtc07ExkuINGvSqOFgSLMrnLk8D4YoT+BtQJE9AiuWe97ZgV14xbunZjHsi74XbuuGWnk3x4a8nUOJ0o3m9ZLzy/RG8cmcPdMzin6w06m1fbvuSWKflqoEYbHLDYokLKA+yJSEwbw74tY/nbuqME3+VYeKQdgobLI70OvFh96melHnuzV0wvEfT6LdrLeIqB4sF5/sPhCfE/VNozBjUMpe3bwaAusnirr815/0stDvx4+Gz2J9vx758G9pmpmHDwSJ8+kBfJFoS5Pk0XB+l51iFg0dEqdONzUf/wpgPtkd0mtZPfRd2H2tSAvo1vSp0HphYyGsqAEz8/HeUV3oQZzbjyS/3YEz/VrilVzN0aKLyQlx8faGI4/kSJiZyKVqQM8StvudyuZCcnIzPP/8cw4cP58pHjhyJ4uJifPXVV0HHNG/eHBMmTMD48eO5sunTp2P58uXYvXs3/vzzT1x66aXYuXMnunfvzu0zYMAAdO/eHa+88goWLVqEf/3rX7hw4eJkyG63G0lJSVi2bBluuukm3HvvvbDb7Vi+fDm3z4YNG3DVVVfh/PnzqFu3bpBtTqcTTr/lFu12O7Kzsw2/+t76g4U8AwzSifbDFAzRv6mOto0FtgqYTL65O7Ydv4BLGqbgz7OlvPvXibegvOoR3v6tG6B5/WQ4K72ocHuQGGdGep14mGv8OhmJzeEWSAp3DpPJtw8DQ6XHizKXBxsPnQ05P001V7ZtiFMXyjDzhk64og3/oJD/SiLH5w7DS2sO4dX1f6B+SgIGd2qMT7ZG75eeeIsJbi/DdZ2bICM5HglxZpgQ6BwvY7CYTZxPGFiAfxjzZR7f9/74+92/nsBywGI2RzyBaXXd/vVW2+RlrOq7avuqthngYQxHz/omOnVKGPj7dcrVyEz3DR7ty7ehYWpiwGDSib9K8dy3B7BmfyFmXN8RfVrVx3s/H8P/fjslqp4+reqheb1kJMWbYTaZArR6a2iq7gMS4yxIjFNvesNIu4lornHkH18vY1V/vth7vb4yT9X3u/OK8ec5/n4GAO7KaY7ZN3WJooWR89bGo3h+1cGI9+/dsi7qpyTC7WVomJaAxDiLT6+XIc5sgsVsrvKNLzLVT3CYTL525/vkpzqe/m3af7smNfvgi+e5eID/sWaTKeicJpOv3OP12W0ymQJWxapZN9+5g2zw+7Lmbv7H/ffXE/wnEWD2TV3w5JehV08Vy/DuWfAy4HRxOZITLGheLxkVlV6UOt2on5qAnSeLUSfBgi5Vr3t7GUOlh+F8qRONrUkB/TQAWMy+XtbDGFxuL1xuL8oqPXB7vMi0JsFiNofNBTmE6puBi7Hm67f9yxkAW1llwKvoB2cN1e0grcvthZcx/PrnX9h46GzI14P5aJCaiEsapqBhaiLMZhPqJcfDVNUmACDOYuIGT2s+lVW9Wd2+IyHcfQ4XA55+JBT+dfP1HyaTbxDY7fX124cLHdhxwvd/kQapCTjncKF9ZhqOFDng8TJ88XA/fLLlJBiAKde2R/3UxKB653x3AG//4PvR4dic69Bp+uqAp8anXNsec76LvI/lo13jNBwqLEH9lATkdmiMxHjfddbX1mrci4a4Mlb701zVt4WKQag+K+Ceq4Y//U9xcb/g/lHsOQLsr7FfeBt9FNoqsDWKr6MnJ1jwyf1/Q7fsjIDy2SsP4J0f/0TTjDpoWrcOth4TX2dSvBkVlV5c0aYBmtWtA5ebISHODIsZiLeYRbUtJai+1/F4fffkUleNrJlzHq8XJU43p89c1T+bTCbu32YTqrZNAf//Yexif+BlDC6PF0lxgX1z9f7V9yRms4n3nkEtBrRtKPnHeb0Q6ep7ooY8z507B4/Hg8aNGweUN27cGAcPhu5ACwoKQu5fUFDAfV9dJrRPo0aNAg2Pi0O9evUC9mnVqlXQOaq/CzUoNWfOHMycOZNfsEHZfvwC3vs59DLwSpHgrsTDv36GN/92O1xx8WBuM2y/Xor0vx2FKU5f77zXtDVSjp4ph+3XNryayv3eKf/5j3NAhHPHSrVHLMxthmNTK0zBfDj63QzExaNVgxQMaNsQlzRMwbSv9qF+SgJ+mDQIqYm+rsHpdmLGxhmY0n8KEuOCb65+fmIQ9pyyoV/rBgCABwdcCnuFG30vrY8hnTJxR+/mGPfxb0Gr1Eih0uO7OkU695Sec1AIJfIhIxlcHDtlBc8J1qJ+Ct6+pxdOXSjnXtt68fZuePH2biiyV6DP7HUR1bP12HnuBsuo/peCf8ycSBStW0zM/3l1G9x/xcVrndPtxJyf5/C20WjidAKFGy/FT/9qiv9uO4Z3ajzNFYptx6O/sqZSVMfh9cvuxLnt7RXNXb6YV7ebBpcdxLjtn4ruB27q0RSdsqz481wpNh4sQr7N9wrvy3d0x/AeTbEv34aPtpyUbX/1ipyh8G/71f+Bl4Pc9iW1zgc2fYE5eBKp/Y5xdYWypTpWF/PGDFOcFz9NGqTbASnAN7cUAAxs1wgD2zVCob0C3+0tiOjYcw6n7Mn2tYirHKrt3fO32/HYsM54ZFBr2MorkZxggdPtRYGtHK0bpaFnc9//N/jun6Zc2wHjr26LpHgzTCYTfpg4CL+fKsbSbXkY0ac5umVnYPW+AphNJky5rgPOllTgoQ9/E23vwdOlsP3aBuxvR7kJtKXo5euj9ByrcIi55rZrnIbHr2mLQe0bIu98GZIT4jDhs11IjLPgh8NnA/Zd/sjl+O3EBQzpnMnNF1bzGv3vwe3Q95L66NOqHs7b3XjgX6Uobvs7zjgifwWwotLn95+ORHeBoFDw9YVijufzdSzkUrTg85M1Kd7wg1KRIupJqfz8fDRt2hSbNm1C374XJ2ycNGkSfvjhB2zZsiXomISEBCxZsgQjRozgyt58803MnDkThYWF2LRpEy6//HLk5+ejSZOLrw7cfvvtMJlMWLp0KWbPno0lS5bg0KFDAedu1KgRZs6cibFjx2Lw4MFo1aoV3n77be77/fv3o1OnTti/fz86dOgQZFusPim18VARfv1T3mi/2IHhhFIHHr+1N/7z+Ta4UlJRUWrGjFvbYubnh5GUIq2jicbgdKhfyBJKHfjnLZfh1f9thysllffY8koPLpS50CyjDr7cdRoDWmbhuTvaI3v8ajSoZ8YlDVKQlVEHFZUeeLwMDdMS8efZUjRMS4TD6Ua37AwkJ1jg8fp+Laio9IR8SiOx1IHxt/bGy1W+86fmL0J8PuFzVfUTGiaY4CzzxcQGKz5a/gNyerTkbp4YYzhb4gx6FcvutCN9bjpsk22wJkprE4z5fmWMt5hRYKvAyfNliLOYcOKvUgxq1wh1Eiwoc3pQXF6Jb3bno0MTKwa2a4ivduVj09G/4HBW4sCZEvRv0wB/nnWgY5N0pCXFhZxU3WwCPF6fn5ylZky/tS2e+d9h1Emp/vXUz1emi9kRyq/BTzvwa4u0F2XwxcL3S06NJ0Gq7Eksc+Dh4b2w4KvfUJmSyv1K2TSjDhpbk5BfXI6M5Hh0bprO/Updk3KXB78e+wslFW70u7Q+EuKdsuLIGMPRs6Vo1SAFZhOw+5QNL39/GGVODwrsFbi8dQOcL3WiZf0UWOvEw+X2otxhwlM3t8HsL/9AcirjdJpMF3/FLnO5q54YEm2SZKpjEE0SyhyYcGtvvPT5Nthhxcxb22L654eRlHwxRy1m/l/0EsscGPN/PbB45S4wqxW9W9ZDY2sS6qckhIyvP9Foo5FitwPp6YDNBlRfIovLXFj40zGcOF8Gr5fhSFEJsusmc68bjrq8JQpsFWiXmQYv8/3SaTGZYDb7nqpwe5lv2+R7ms7LmN+vm+KeJq3ZnqvjXL1d/bQaEPiLefX31X3x8//dgcn39MQz/zuMhGQvl7fV52TwPelmNgEWkwleBlR6vYJPVNYsTyh14LFbenPXoeryilIzpt7cBvM+3ImJf++J17/cwV0X/M/jZQx39mnO/cfnL4cTbi9DY78+3O3xgsH3y3k1jDE43V4kxplRXFaJ+DgzVu45g+PnSrHl2HnktKqHC2WV2HHiPNKS4uHx+uJR5vSgwu1Bh0wrrHXi0KJ+CrxehlMXynG6uBw9m2fAVl6JAwUl6NygPqbf2haTPzmAenVNAXlfXunxbeNiH8jAUN2dm02+wZKEODMSquwuO3sB/7zlMrz4+VaUID1k+4oG/n1UYmkp7rtlENJhx4yq+5jq/vmxW3rjtS+2owRWPHVzG8z/aBf+fXcPvPTxLvzrrm546ds/ceflTdAkPfJJrPWCx8uw57QNcWYTfj9lw/YT57F6bwEuaZiK1MQ4ZCTH46cj5zCgXUM0SElAalIcLGYzPF4vF2cAqPR4EVfjCZuaT7zE+9032mHFjFvbcr4ORbheO9STEULdR817qlD3A14GxFU9LVGnvBQP3dgTG7cewcDercNYE92+udLjxafb8pBfXI4uTdPRsn4KduUVY+fJC9hw6CwGtmsIi8mEvfk2NEpLROtGqTiUV47/ju2FQbN/Rm63+r4B0qp7llDUvA+q7qP8701NJl8fNe2Wtpj1vyO+dlGj//U/WSif1uyXQ/WPoeY84+vXQ9XD1xdXnzu+tAT3Du2G/67ajcqUNO6JyCbpSXB7GTpnpaN5/eQgG2rCGMOFskqcvlCO5vWTQ74WK5QH/tfUhDoeJMVbUFzmwtr9hbisZT1sO34e6w8U4ZqOjXGosAQ/HTmHxtZEdGhixZHCErTLTEOCxYL4OBPKXZ6LT/kg8Gk/OSSUOjD61qsC+sJIqL7Om+12jK+6P3IlB/4fp6LMjJki2r3ZZEJqUhxMuHi/wKqePA94At2vzP96g6rjzCbfdbG80sPdh1f3G9y9GUzcE+xq4H8f6e+n/q0boH+bBuoYoRCRPikFJgKn08ksFgv78ssvA8rvvfdedsMNN4Q8Jjs7m/3nP/8JKJs2bRrr2rUrY4yxo0ePMgBs586dAftceeWV7J///CdjjLH33nuPZWRkBHxfWVnJLBYL++KLLxhjjN1zzz3sxhtvDNhn/fr1DAA7f/58RPpsNhsDwGw2W0T7E37YbL4nfat8V2NTX0g0TjFNKjmLqwZpEddlq7AxzACzVegxkMLoOgeFUMBwLeJoWP9LwU+sJN0ynKVmbGM+plUCbXk25XXyOJMrzjOus6OeJ3Lbl8Q6bUgLriuULXkq5k0soUVc5SDSSK3vn2T7NFwfpedYhUNFEUJ5YAhf8vWFIo7nO9gQ+tUihp0R6fiKqIk8EhIS0KtXL6xbd/FVDq/Xi3Xr1gU8OeVP3759A/YHgLVr13L7t2rVCpmZmQH72O12bNmyhdunb9++KC4uxo4dO7h91q9fD6/Xi5ycHG6fH3/8EZWVlQH1tGvXLuSrewRBEARBEARBEARBEIR2iJ5ddsKECXj33XexZMkSHDhwAGPHjkVpaSm3Gt+9996LKVOmcPs/9thjWLVqFV588UUcPHgQM2bMwPbt2zFu3DgAvscox48fj2effRYrVqzAnj17cO+99yIrK4ubTL1Dhw4YOnQo7r//fmzduhW//PILxo0bhzvvvBNZWb5ldu+66y4kJCRg9OjR2LdvH5YuXYpXXnkFEyZMkOsjIhLi44HRo32fwZv6QqJximlSyVnx8cDokW7Ej7w74rrizfEY3WM04s16DKQwus5BIRQwXIs4Gtb/UvATK0m3DGepGduYj2mVwPjkeOV18jiTK042rrOjnidy25fEOuNH3u27ZsYHlgfZkqxi3sQSWsRVDiKN1Pr+SbZPw/VReo5VOFQUIZQHhvAlX18o4ng+kYbQrxbkDHFzSlXz+uuvY/78+SgoKED37t3x6quvck8sDRw4EC1btsTixYu5/ZctW4apU6fi+PHjaNOmDebNm4frrruO+54xhunTp+Odd95BcXEx+vfvjzfffBNt27bl9jl//jzGjRuHr7/+GmazGbfccgteffVVpKZefO/y999/xyOPPIJt27ahQYMGePTRR/HEE09ErCvidx4JgiAIgiAIgiAIgiCIkEQ6viJpHe5x48bhxIkTcDqd2LJlCzcgBQAbN24MGJACgNtuuw2HDh2C0+nE3r17AwakAN/TUs888wwKCgpQUVGB77//PmBACgDq1auHjz/+GCUlJbDZbFi0aFHAgBQAdO3aFT/99BMqKipw6tQpUQNShEzKy4ExY3yfwZv6QqJximlSyVnl5cCY+9wov29sxHWVV5ZjzIoxKK/UYyCF0XUOCqGA4VrE0bD+l4KfWEm6ZThLzdjGfEyrBJafL1deJ48zueLzxnV21PNEbvuSWGf5fWN918zywPIgW86rmDexhBZxlYNII7W+f5Lt03B9lJ5jFQ4VRQjlgSF8ydcXijieT6Qh9KsFOUPak1KxCj0pJYMayzKFWqVJN0g0TjFNKjmLqwZWWG2nIqpLzZW9oo2uc1AIBQzXIo6G9b8U/MTaYRWvW4aztF59L6aoEmjPsyE926qsTh5ncsV5dlizjensqOeJ3PYlsU57ejOkwx5YVyhbqmKlSt7EElrEVQ4iE1vr+yfZ7TBcH6XnWIVDRRGRrr6nW1/y9YUijucTaQj9ahHDzlD0SSmCIAiCIAiCIAiCIAiCkEOc1gboieqHxux2u8aWGJBqn1V91tjUFxKNU0yTSs7iqgGLuC670w5UVLWJRAWNUwBd56AQChiuRRwN638p+Im11ygSe7zoqlWMbczHtPr6VRJ4HVOyrpqVcMUlxnV21PNEbvuSWKcdDIA9sK5QtpSomDexhBZxlYPIxNb6/kl2OwzXR+k5VuFQUYRQHhjCl3x9oYjjAz4j+6r2EcPOqB5XCfdyHr2+58epU6eQnZ2ttRkEQRAEQRAEQRAEQRCGJy8vD82aNeP9ngal/PB6vcjPz0daWhpMJpPW5sjCbrcjOzsbeXl5ND8WQQhAbYUgIoPaCkFEBrUVgogMaisEERlGbSuMMZSUlCArKwtmM//MUfT6nh9ms1lwBM+IWK1WQyUuQWgFtRWCiAxqKwQRGdRWCCIyqK0QRGQYsa2kp6eH3YcmOicIgiAIgiAIgiAIgiBUhwalCIIgCIIgCIIgCIIgCNWhQakYJTExEdOnT0diosGWTCMIlaG2QhCRQW2FICKD2gpBRAa1FYKIjFhvKzTROUEQBEEQBEEQBEEQBKE69KQUQRAEQRAEQRAEQRAEoTo0KEUQBEEQBEEQBEEQBEGoDg1KEQRBEARBEARBEARBEKpDg1IxyBtvvIGWLVsiKSkJOTk52Lp1q9YmEYRkfvzxR1x//fXIysqCyWTC8uXLA75njGHatGlo0qQJ6tSpg9zcXBw5ciRgn/Pnz+Puu++G1WpFRkYGRo8eDYfDEbDP77//jiuuuAJJSUnIzs7GvHnzgmxZtmwZ2rdvj6SkJHTp0gUrV64UbQtBKMWcOXPQu3dvpKWloVGjRhg+fDgOHToUsE9FRQUeeeQR1K9fH6mpqbjllltQWFgYsM/JkycxbNgwJCcno1GjRpg4cSLcbnfAPhs3bkTPnj2RmJiI1q1bY/HixUH2hLsWRWILQSjBW2+9ha5du8JqtcJqtaJv37747rvvuO+pnRBEaObOnQuTyYTx48dzZdReCAKYMWMGTCZTwF/79u2576mdhIERMcWnn37KEhIS2KJFi9i+ffvY/fffzzIyMlhhYaHWphGEJFauXMmeeuop9sUXXzAA7Msvvwz4fu7cuSw9PZ0tX76c7d69m91www2sVatWrLy8nNtn6NChrFu3buzXX39lP/30E2vdujUbMWIE973NZmONGzdmd999N9u7dy/75JNPWJ06ddjbb7/N7fPLL78wi8XC5s2bx/bv38+mTp3K4uPj2Z49e0TZQhBKMWTIEPb++++zvXv3sl27drHrrruONW/enDkcDm6fhx56iGVnZ7N169ax7du3s7/97W+sX79+3Pdut5t17tyZ5ebmsp07d7KVK1eyBg0asClTpnD7/Pnnnyw5OZlNmDCB7d+/n7322mvMYrGwVatWcftEci0KZwtBKMWKFSvYt99+yw4fPswOHTrEnnzySRYfH8/27t3LGKN2QhCh2Lp1K2vZsiXr2rUre+yxx7hyai8Ewdj06dNZp06d2JkzZ7i/s2fPct9TOxGGBqVijD59+rBHHnmE2/Z4PCwrK4vNmTNHQ6sIIjrUHJTyer0sMzOTzZ8/nysrLi5miYmJ7JNPPmGMMbZ//34GgG3bto3b57vvvmMmk4mdPn2aMcbYm2++yerWrcucTie3zxNPPMHatWvHbd9+++1s2LBhAfbk5OSwBx98MGJbCEJNioqKGAD2ww8/MMZ8+RgfH8+WLVvG7XPgwAEGgG3evJkx5hsENpvNrKCggNvnrbfeYlarlWsfkyZNYp06dQqo64477mBDhgzhtsNdiyKxhSDUpG7dumzhwoXUTggiBCUlJaxNmzZs7dq1bMCAAdygFLUXgvAxffp01q1bt5DfUTsJD72+F0O4XC7s2LEDubm5XJnZbEZubi42b96soWUEoQzHjh1DQUFBQM6np6cjJyeHy/nNmzcjIyMDl112GbdPbm4uzGYztmzZwu1z5ZVXIiEhgdtnyJAhOHToEC5cuMDt419P9T7V9URiC0Goic1mAwDUq/f/7J13mNTU+se/07cvKh1pikgTUQTkKoqCrFx7RUQFBL0KeEVs8EMpNlBRsaIXEOwgdkGaNKVI7713WNr23Wk5vz9mJ5vZSTIzSSaTzL6f59lnNiflvO2cnDlzyvkAgLVr18Lr9YbEaLNmzdCgQYOQ8nLZZZehVq1a/DU5OTkoKCjA1q1b+WvkykI076JoZCEIPfD7/Zg2bRqKi4vRsWNHKicEIcLAgQNxyy23hMU0lReCqGD37t2oW7cuLrroIvTq1QuHDh0CQOUkGqhTKok4ffo0/H5/SDADQK1atXDixIkESUUQ8SMY13Ixf+LECdSsWTPkvN1ux/nnnx9yjdgzhHlIXSM8H0kWgtALjuMwePBgXHPNNWjVqhWAQIw6nU5Uq1Yt5NrKcay0LBQUFKC0tDSqd1E0shBEPNm8eTMyMjLgcrnwxBNP4Oeff0aLFi2onBBEJaZNm4Z169ZhzJgxYeeovBBEgA4dOmDq1KmYM2cOJkyYgP3796NTp04oLCykchIF9oTlTBAEQRBEXBg4cCC2bNmCpUuXJloUgjAkl156KTZs2ID8/Hz88MMP6N27N5YsWZJosQjCUBw+fBhPP/005s+fj5SUlESLQxCGpXv37vz/rVu3RocOHdCwYUN8//33SE1NTaBk5oBGSiUR1atXh81mC1s9/+TJk6hdu3aCpCKI+BGMa7mYr127NnJzc0PO+3w+nD17NuQasWcI85C6Rng+kiwEoQeDBg3CzJkzsWjRIlx44YV8eu3ateHxeJCXlxdyfeU4VloWsrKykJqaGtW7KBpZCCKeOJ1ONGnSBG3btsWYMWNw+eWX4/3336dyQhAC1q5di9zcXFx55ZWw2+2w2+1YsmQJPvjgA9jtdtSqVYvKC0GIUK1aNTRt2hR79uyh90oUUKdUEuF0OtG2bVssWLCAT+M4DgsWLEDHjh0TKBlBxIfGjRujdu3aITFfUFCAlStX8jHfsWNH5OXlYe3atfw1CxcuBMdx6NChA3/NX3/9Ba/Xy18zf/58XHrppTjvvPP4a4T5BK8J5hONLAQRTxhjGDRoEH7++WcsXLgQjRs3Djnftm1bOByOkBjduXMnDh06FFJeNm/eHNKRO3/+fGRlZaFFixb8NXJlIZp3UTSyEISecBwHt9tN5YQgBHTp0gWbN2/Ghg0b+L+rrroKvXr14v+n8kIQ4RQVFWHv3r2oU6cOvVeiIWFLrBNxYdq0aczlcrGpU6eybdu2sccff5xVq1YtZCV/gjAThYWFbP369Wz9+vUMAHv33XfZ+vXr2cGDBxljjI0dO5ZVq1aN/frrr2zTpk3sjjvuYI0bN2alpaX8M26++WZ2xRVXsJUrV7KlS5eySy65hPXs2ZM/n5eXx2rVqsUefvhhtmXLFjZt2jSWlpbGPvvsM/6aZcuWMbvdzsaNG8e2b9/ORo4cyRwOB9u8eTN/TTSyEES8ePLJJ1l2djZbvHhxyJbEJSUl/DVPPPEEa9CgAVu4cCFbs2YN69ixI+vYsSN/Prglcbdu3diGDRvYnDlzWI0aNUS3JH7++efZ9u3b2ccffyy6JXGkd1EkWQgiXgwdOpQtWbKE7d+/n23atIkNHTqUWSwWNm/ePMYYlROCkEO4+x5jVF4IgjHGnn32WbZ48WK2f/9+tmzZMta1a1dWvXp1lpubyxijchIJ6pRKQj788EPWoEED5nQ6Wfv27dk///yTaJEIQjGLFi1iAML+evfuzRhjjOM49vLLL7NatWoxl8vFunTpwnbu3BnyjDNnzrCePXuyjIwMlpWVxfr27csKCwtDrtm4cSO79tprmcvlYvXq1WNjx44Nk+X7779nTZs2ZU6nk7Vs2ZLNmjUr5Hw0shBEvBArJwDYlClT+GtKS0vZgAED2HnnncfS0tLYXXfdxY4fPx7ynAMHDrDu3buz1NRUVr16dfbss88yr9cbcs2iRYtYmzZtmNPpZBdddFFIHkEivYuikYUg4sGjjz7KGjZsyJxOJ6tRowbr0qUL3yHFGJUTgpCjcqcUlReCYKxHjx6sTp06zOl0snr16rEePXqwPXv28OepnMhjYYyxxIzRIgiCIAiCIAiCIAiCIKoqtKYUQRAEQRAEQRAEQRAEoTvUKUUQBEEQBEEQBEEQBEHoDnVKEQRBEARBEARBEARBELpDnVIEQRAEQRAEQRAEQRCE7lCnFEEQBEEQBEEQBEEQBKE71ClFEARBEARBEARBEARB6A51ShEEQRAEQRAEQRAEQRC6Q51SBEEQBEEQBEEQBEEQhO5QpxRBEARBEARBEARBEAShO9QpRRAEQRAEQRAEQRAEQegOdUoRBEEQBEEQBEEQBEEQukOdUgRBEARBEARBEARBEITuUKcUQRAEQRAEQRAEQRAEoTvUKUUQBEEQBEEQBEEQBEHoDnVKEQRBEARBEARBEARBELpDnVIEQRAEQRAEQRAEQRCE7lCnFEEQBEEQBEEQBEEQBKE71ClFEARBEFUIi8WCQYMGJVqMmBk1ahQsFkuixSB0xmKxYNSoUYkWgyAIgiCIOEGdUgRBEASRBGzevBn33nsvGjZsiJSUFNSrVw833XQTPvzww4TJtHz5cowaNQp5eXlRXV9SUoJRo0Zh8eLFcZVLCzp37gyLxSL717lz50SLGcbixYtx9913o3bt2nA6nahZsyZuu+02/PTTT4kWzVAcOHAgxJdWqxXnn38+unfvjhUrVih+7ieffIKpU6dqJyhBEARBmBwLY4wlWgiCIAiCIJSzfPly3HDDDWjQoAF69+6N2rVr4/Dhw/jnn3+wd+9e7Nmzh7/WYrFg4MCB+Oijj+Iu17hx4/D8889j//79aNSoUcTrT58+jRo1amDkyJFho2N8Ph98Ph9SUlLiI2yMzJ8/HydPnhQ9N336dMycORMvvvgixo4dq7Nk0owcORKvvPIKLrnkEvTs2RMNGzbEmTNn8Mcff2Dx4sX45ptv8OCDDyZazBDKyspgt9tht9t1zffAgQNo3LgxevbsiX//+9/w+/3YtWsXPvnkE5SWlmL16tW47LLLYn5uq1atUL16dVN0vBIEQRCEHuj7hicIgiAIQnNef/11ZGdnY/Xq1ahWrVrIudzcXN3lKS4uRnp6uqbPTETHhBw33XSTaPrmzZvx2GOPoW3btnjllVc0yUsLe/7www945ZVXcO+99+Lbb7+Fw+Hgzz3//POYO3cuvF6v5P1lZWVwOp2wWvUdZJ/oTsgrr7wSDz30EH/cqVMndO/eHRMmTMAnn3ySQMkIgiAIIjmg6XsEQRAEYXL27t2Lli1bhnVIAUDNmjVF7/nll1/QqlUruFwutGzZEnPmzAm7Zv369ejevTuysrKQkZGBLl264J9//gm5ZurUqbBYLFiyZAkGDBiAmjVr4sILL8SoUaPw/PPPAwAaN27MT4M6cOCAqDwHDhxAjRo1AACjR4/mrw+OmBJbUyq4PtaMGTPQokULpKamomPHjti8eTMA4LPPPkOTJk2QkpKCzp07i+a9cuVK3HzzzcjOzkZaWhquv/56LFu2TFTGSBQXF6NHjx5wOByYPn06nE5nyPnZs2ejU6dOSE9PR2ZmJm655RZs3bo15Jo+ffogIyMDe/fuxb///W9kZmaiV69e/POfffZZ1K9fHy6XC5deeinGjRuHaAa9v/zyyzj//PPx+eefh3RIBcnJycGtt94KIDDFz2KxYNq0aXjppZdQr149pKWloaCgAAAwY8YMtG3bFqmpqahevToeeughHD16NOR5J06cQN++fXHhhRfC5XKhTp06uOOOO0J8sGbNGuTk5KB69epITU1F48aN8eijj4Y8p/KaUsE42LNnD/r06YNq1aohOzsbffv2RUlJSci9paWl+O9//4vq1asjMzMTt99+O44ePapqnapOnToBCJQ5IVOmTMGNN96ImjVrwuVyoUWLFpgwYULINY0aNcLWrVuxZMkS0SmeeXl5GDx4MO/fJk2a4M033wTHcYpkJQiCIAgzYJyfHAmCIAiCUETDhg2xYsUKbNmyBa1atYp4/dKlS/HTTz9hwIAByMzMxAcffIB77rkHhw4dwgUXXAAA2Lp1Kzp16oSsrCy88MILcDgc+Oyzz9C5c2csWbIEHTp0CHnmgAEDUKNGDYwYMQLFxcXo3r07du3ahe+++w7vvfceqlevDgB8x1NlatSogQkTJuDJJ5/EXXfdhbvvvhsA0Lp1a1ld/v77b/z2228YOHAgAGDMmDG49dZb8cILL+CTTz7BgAEDcO7cObz11lt49NFHsXDhQv7ehQsXonv37mjbti1GjhwJq9XKdy78/fffaN++fURbChk0aBC2b9+Ob775BhdffHHIua+++gq9e/dGTk4O3nzzTZSUlGDChAm49tprsX79+pDpjT6fDzk5Obj22msxbtw4pKWlgTGG22+/HYsWLUK/fv3Qpk0bzJ07F88//zyOHj2K9957T1Ku3bt3Y8eOHXj00UeRmZkZtT6vvvoqnE4nnnvuObjdbjidTkydOhV9+/ZFu3btMGbMGJw8eRLvv/8+li1bhvXr1/Mdo/fccw+2bt2Kp556Co0aNUJubi7mz5+PQ4cO8cfdunVDjRo1MHToUFSrVg0HDhyIem2r+++/H40bN8aYMWOwbt06TJo0CTVr1sSbb77JX9OnTx98//33ePjhh3H11VdjyZIluOWWW6LWX4xgp9p5550Xkj5hwgS0bNkSt99+O+x2O37//XcMGDAAHMfxsTl+/Hg89dRTyMjIwPDhwwEAtWrVAhBYT+3666/H0aNH8Z///AcNGjTA8uXLMWzYMBw/fhzjx49XJTdBEARBGBZGEARBEISpmTdvHrPZbMxms7GOHTuyF154gc2dO5d5PJ6wawEwp9PJ9uzZw6dt3LiRAWAffvghn3bnnXcyp9PJ9u7dy6cdO3aMZWZmsuuuu45PmzJlCgPArr32Wubz+ULyevvttxkAtn///qj0OHXqFAPARo4cGXZu5MiRrHKzBQBzuVwhz//ss88YAFa7dm1WUFDApw8bNixEFo7j2CWXXMJycnIYx3H8dSUlJaxx48bspptuikrmIF999RUDwPr27Rt2rrCwkFWrVo099thjIeknTpxg2dnZIem9e/dmANjQoUNDrv3ll18YAPbaa6+FpN97773MYrGE+LMyv/76KwPA3nvvvah0WbRoEQPALrroIlZSUsKnezweVrNmTdaqVStWWlrKp8+cOZMBYCNGjGCMMXbu3DkGgL399tuSefz8888MAFu9erWsLJXjIRgHjz76aMh1d911F7vgggv447Vr1zIAbPDgwSHX9enTRzLGhOzfv58BYKNHj2anTp1iJ06cYH///Tdr164dA8BmzJgRcr3QTkFycnLYRRddFJLWsmVLdv3114dd++qrr7L09HS2a9eukPShQ4cym83GDh06JCsvQRAEQZgVmr5HEARBECbnpptuwooVK3D77bdj48aNeOutt5CTk4N69erht99+C7u+a9euISN5WrdujaysLOzbtw8A4Pf7MW/ePNx555246KKL+Ovq1KmDBx98EEuXLuWncgV57LHHYLPZ4qShNF26dAkZZRQcwXXPPfeEjAoKpgd13LBhA3bv3o0HH3wQZ86cwenTp3H69GkUFxejS5cu+Ouvv6KeNrVr1y48+eSTaNasmehuh/Pnz0deXh569uzJ53P69GnYbDZ06NABixYtCrvnySefDDn+448/YLPZ8N///jck/dlnnwVjDLNnz5aUL+irWEZJAUDv3r2RmprKH69Zswa5ubkYMGBAyFpPt9xyC5o1a4ZZs2YBAFJTU+F0OrF48WKcO3dO9NnBEVUzZ86UXctKiieeeCLkuFOnTjhz5gyva3A66oABA0Kue+qpp2LKZ+TIkahRowZq166NTp06Yfv27XjnnXdw7733hlwntFN+fj5Onz6N66+/Hvv27UN+fn7EfGbMmIFOnTrhvPPOC4mRrl27wu/346+//opJboIgCIIwCzR9jyAIgiCSgHbt2uGnn36Cx+PBxo0b8fPPP+O9997Dvffeiw0bNqBFixb8tQ0aNAi7/7zzzuM7EE6dOoWSkhJceumlYdc1b94cHMfh8OHDaNmyJZ/euHHjqGU9e/YsPB4Pf5yamors7Oyo7xdSWZfgc+rXry+aHtRx9+7dAAIdL1Lk5+eHTdOqjNvtxv333w+fz4fp06eLLkgezOvGG28UfUZWVlbIsd1ux4UXXhiSdvDgQdStWzesY6l58+b8eSmCzy8sLJTVpTKVfRrMQywumjVrhqVLlwIAXC4X3nzzTTz77LOoVasWrr76atx666145JFHULt2bQDA9ddfj3vuuQejR4/Ge++9h86dO+POO+/Egw8+CJfLFVG2yn4P+uncuXPIysrCwYMHYbVaw3Ro0qRJlNoHePzxx3HfffehrKwMCxcuxAcffAC/3x923bJlyzBy5EisWLEibG2r/Pz8iPG9e/dubNq0SXJ6ayI2LCAIgiAIPaBOKYIgCIJIIpxOJ9q1a4d27dqhadOm6Nu3L2bMmIGRI0fy10iNaGJRLJgthXCkSCTuvvtuLFmyhD/u3bs3pk6dqihfKV0i6RgcBfX222+jTZs2otdmZGREzH/IkCHYuHEjPv74Y8n1r4J5ffXVV3ynjJDKuwq6XC5Nd7lr1qwZAPALwEdLLD6tzODBg3Hbbbfhl19+wdy5c/Hyyy9jzJgxWLhwIa644gpYLBb88MMP+Oeff/D7779j7ty5ePTRR/HOO+/gn3/+iWj7eMSwGJdccgm6du0KALj11lths9kwdOhQ3HDDDbjqqqsABBY979KlC5o1a4Z3330X9evXh9PpxB9//IH33nsvqhF3HMfhpptuwgsvvCB6vmnTptopRRAEQRAGgjqlCIIgCCJJCX5pPn78eEz31ahRA2lpadi5c2fYuR07dsBqtYaNRBKj8m55Qd55552QaV1169aVvT4eBKcvZmVl8Z0OsfLjjz/ik08+wd133x02TUwsr5o1ayrOq2HDhvjzzz9RWFgYMlpqx44d/HkpmjZtiksvvRS//vor3n///ag626RkAICdO3eGjfrauXNnmAwXX3wxnn32WTz77LPYvXs32rRpg3feeQdff/01f83VV1+Nq6++Gq+//jq+/fZb9OrVC9OmTUP//v0VySiUleM47N+/H5dccgmfvmfPHlXPHT58OCZOnIiXXnqJnyL4+++/w+1247fffgsZwSU2LVMqxi+++GIUFRUpjg+CIAiCMCu0phRBEARBmJxFixaJjhD5448/AIhPt5LDZrOhW7du+PXXX/ndxgDg5MmT+Pbbb3HttdeGTTkTIziVLS8vLyS9bdu26Nq1K/8XnFqYlpYmen08aNu2LS6++GKMGzcORUVFYedPnTole/+BAwfQv39/NGzYEJMmTZK9NicnB1lZWXjjjTdE10+KlBcA/Pvf/4bf78dHH30Ukv7ee+/BYrGge/fusvePHj0aZ86cQf/+/eHz+cLOz5s3DzNnzpR9xlVXXYWaNWvi008/hdvt5tNnz56N7du38zvblZSUoKysLOTeiy++GJmZmfx9586dC4vZ4Ig14bOVkpOTAwD45JNPQtLF1vyKhWrVquE///kP5s6diw0bNgCoGLUl1Cc/Px9TpkwJuz89PV00vu+//36sWLECc+fODTuXl5cn6jOCIAiCSAZopBRBEARBmJynnnoKJSUluOuuu9CsWTN4PB4sX74c06dPR6NGjdC3b9+Yn/naa69h/vz5uPbaazFgwADY7XZ89tlncLvdeOutt6J6Rtu2bQEERpc88MADcDgcuO2220TXXQIC08VatGiB6dOno2nTpjj//PPRqlUrtGrVKmb5I2G1WjFp0iR0794dLVu2RN++fVGvXj0cPXoUixYtQlZWFn7//XfJ+x944AHk5eWhV69e/ALflcnIyMCdd96JrKwsTJgwAQ8//DCuvPJKPPDAA6hRowYOHTqEWbNm4ZprrgnrbKrMbbfdhhtuuAHDhw/HgQMHcPnll2PevHn49ddfMXjw4JCF68Xo0aMHNm/ejNdffx3r169Hz5490bBhQ5w5cwZz5szBggUL8O2338o+w+Fw4M0330Tfvn1x/fXXo2fPnjh58iTef/99NGrUCM888wyAwMLvXbp0wf33348WLVrAbrfj559/xsmTJ/HAAw8AAL744gt88sknuOuuu3DxxRejsLAQEydORFZWFv7973/LyhENbdu2xT333IPx48fjzJkzuPrqq7FkyRLs2rULgLpReU8//TTGjx+PsWPHYtq0aejWrRucTiduu+02/Oc//0FRUREmTpyImjVrho1SbNu2LSZMmIDXXnsNTZo0Qc2aNXHjjTfi+eefx2+//YZbb70Vffr0Qdu2bVFcXIzNmzfjhx9+wIEDB1C9enVVNiEIgiAIQ5LAnf8IgiAIgtCA2bNns0cffZQ1a9aMZWRkMKfTyZo0acKeeuopdvLkyZBrAbCBAweGPaNhw4asd+/eIWnr1q1jOTk5LCMjg6WlpbEbbriBLV++POSaKVOmMABs9erVorK9+uqrrF69esxqtTIAbP/+/bK6LF++nLVt25Y5nU4GgI0cOZIxxtjIkSNZ5WaLmC779+9nANjbb78dkr5o0SIGgM2YMSMkff369ezuu+9mF1xwAXO5XKxhw4bs/vvvZwsWLJCVE0DEv4YNG4bJkJOTw7Kzs1lKSgq7+OKLWZ8+fdiaNWv4a3r37s3S09NF8ywsLGTPPPMMq1u3LnM4HOySSy5hb7/9NuM4TlZWIQsWLGB33HEHq1mzJrPb7axGjRrstttuY7/++mtEWwWZPn06u+KKK5jL5WLnn38+69WrFzty5Ah//vTp02zgwIGsWbNmLD09nWVnZ7MOHTqw77//nr9m3bp1rGfPnqxBgwbM5XKxmjVrsltvvTXEFkE7B2OAsYo4OHXqVMh1wTgUxldxcTEbOHAgO//881lGRga788472c6dOxkANnbsWFk7ScVRkD59+jCbzcb27NnDGGPst99+Y61bt2YpKSmsUaNG7M0332Sff/55mEwnTpxgt9xyC8vMzGQA2PXXX8+fKywsZMOGDWNNmjRhTqeTVa9enf3rX/9i48aNYx6PR1ZegiAIgjArFsY0XhGSIAiCIAiCIAzIhg0bcMUVV+Drr79Gr169Ei0OQRAEQVR5aE0pgiAIgiAIIukoLS0NSxs/fjysViuuu+66BEhEEARBEERlaE0pgiAIgiAIIul46623sHbtWtxwww2w2+2YPXs2Zs+ejccffzyq3SMJgiAIgog/NH2PIAiCIAiCSDrmz5+P0aNHY9u2bSgqKkKDBg3w8MMPY/jw4bDb6XdZgiAIgjAC1ClFEARBEARBEARBEARB6A6tKUUQBEEQBEEQBEEQBEHoDnVKEQRBEARBEARBEARBELpDnVIEQRAEQRAEQRAEQRCE7tAqjwI4jsOxY8eQmZkJi8WSaHEIgiAIgiAIgiAIgiBMB2MMhYWFqFu3LqxW6fFQhu6U+vjjj/H222/jxIkTuPzyy/Hhhx+iffv2Ee+bNm0aevbsiTvuuAO//PJL1PkdO3aMtggmCIIgCIIgCIIgCILQgMOHD+PCCy+UPG/YTqnp06djyJAh+PTTT9GhQweMHz8eOTk52LlzJ2rWrCl534EDB/Dcc8+hU6dOMeeZmZkJIGC0rKwsxbITBEEQBEEQBEEQBEFUVQoKClC/fn2+n0USZlDat2/PBg4cyB/7/X5Wt25dNmbMGMl7fD4f+9e//sUmTZrEevfuze64446Y8szPz2cAWH5+vlKxqy75+YxlZgY+ww+NhULh4qaTTsYKZMOx/Iy6UeeVX5bPMt/IZPllRnSkPIaOQTniIHgi/Gha+ytBoKwivVUYS0/fJr1PyxXMP5wffz0ljMknHzavsTWPE7XlS2Ge+Rl1A+/M/ND0MFkO6xg3yUQi/KqGGIVMdPtJtU0j1VFG9lUkdFRCLg5MYUupujCG+6WUNIX+epHExoi2f8WQC517PB6sXbsWXbt25dOsViu6du2KFStWSN73yiuvoGbNmujXr19U+bjdbhQUFIT8ESooLJQ7NBYKhYubTjoZq7DQAhTFllehx8iOlMfQMShHHARPhB9Na38lCJRVpLcKY+np26T3abmCuugpkQmfbGJjay662vKlhKLCwDszGln0jJtkIhF+VUOMQia6/aTappHqKDOjoxJycWAKW0rVhdEio6Qp9NeLKm4MQ3ZKnT59Gn6/H7Vq1QpJr1WrFk6cOCF6z9KlSzF58mRMnDgx6nzGjBmD7Oxs/o/WkyIIgiAIgiAIgiAIgtAHQ3ZKxUphYSEefvhhTJw4EdWrV4/6vmHDhiE/P5//O3z4cBylJAiCIAiCIAiCIAiCIIIYcqHz6tWrw2az4eTJkyHpJ0+eRO3atcOu37t3Lw4cOIDbbruNT+M4DgBgt9uxc+dOXHzxxWH3uVwuuFwujaWvoqSnA1u2BD7DD42FQuHippNOxkpPB7Zs9CMdK6LOK92Rji1PbkG6w4iOlMfQMShHHARPhB9Na38lCJRNhwK9VRhLT98mvU/LFUyvmR5/PSWMySfXNK+xNY8TteVLYZ7pG1dgC/xIT7fJy1JTx7hJJhLhVzXEGNiJbj+pLoeR6igj+yoSOiohFQeMMTidPmza5IfNBpSVxV0UZdhssG1Yhk0ohs1mi11Omw3YtAliSsqcqnqY2Bg2mw12ux0Wi4opngAsjDGmkUya0qFDB7Rv3x4ffvghgEAnU4MGDTBo0CAMHTo05NqysjLs2bMnJO2ll15CYWEh3n//fTRt2hROpzNingUFBcjOzkZ+fj7tvhcrjAXmwmZmAhZL5UNjoVC4uOmkk7EYAwoLGDJRCEtWdHkxxlDoKUSmM1N1ZaM3ho5BORQKXuz24VyJBxeelybySP39aFr7K0GgLIMldr1VGEtP3ya9T8sVZBmZKCyyxFdPCWPyyRkMliJzGlvzOFFbvhTmyQoKUYhMZGZZKvISk6XcV7rETTKRCL+qIcbATnT7SXU5jFRHGdlXkdBRCbE48Hg8OH78OEpKSsBxgNXo85Y4DhysyuWUUdIU+uuFiY2RlpaGOnXqiPa3RNu/YsiRUgAwZMgQ9O7dG1dddRXat2+P8ePHo7i4GH379gUAPPLII6hXrx7GjBmDlJQUtGrVKuT+atWqAUBYOhEnCguB7GwgPx/Iyqp8aCwUChc3nXQyVmEhkF3NgnxciKz8I1HlVegpRPbYbOQPzUeWy2iOlMfQMSiHQsFvGLcYuYVuLHquMxpXD/1FLhF+NK39lSBQthBZseutwlh6+jbpfVquYOHhfGTXz4qvnhLG5JMPFyKrvjmNrXmcqC1fCvMsrHYhslEQmpeYLOW+0iVukolE+FUNMQZ2ottPqsthpDrKyL6KhI5KVI4DjuOwf/9+2Gw21K5dF3v3OtG8uQU2W+RnJQS/H/7tO7AdLdG8OWKX0+8Htm+H2M0yp6oeJjUGYwwejwenTp3C/v37cckll8CqsGPNsJ1SPXr0wKlTpzBixAicOHECbdq0wZw5c/jFzw8dOqRYaYIgiGQjt9ANAFi4Ixf9rm2cYGkIgiAIgiAIIR6PBxzHoX79+nC5AiPbU1IM3A/h98MPC4AUZXL6/YFPkZtlTlU9TGyM1NRUOBwOHDx4EB6PBykpKYqeY9hOKQAYNGgQBg0aJHpu8eLFsvdOnTpVe4EIgiAMTpnXn2gRCIIgCIIgCAloYAWRTGgRz1QiCIIgTMaB08V4d95O5JV4ws65fVwCJCIIgiAIgiAIgogdwy50nghooXMV0ELnusujKBta6Nz4RCF4q5FzUeT24d+X1cYnvdoCABoNnQUAeOL6izG0e7NKj6SFzuMKLXSeHNBC55pAC52bzmWJgRY6jyu00LkMCVzovKysDPv370fjxo3hcqXwa1sb1paMgfnLFzq3WWKXkzFIKSlzyrRMnToVgwcPRl5eXmw3mtwYwriuPH0v2v4VGilFaAPHAYcPBz7DD42FQuHippNOxuI44PBBDtzB6PPiGIfD+YfBMSM6Uh5Dx6AcUQhe5PYBAFYfOBd2ziryLkuEH01rfyUIlFWktwpj6enbpPdpuYKcj4u/nhLG5JN95jW25nGitnwpzJM7eDjwzuRC08Nk8ekYN8lEIvyqhhiFTHT7SbVNI9VRRvZVJHRUIlIceMIHvBuOxX/+CbvDCqvVAosl/O+GG26Qf4CMkmr0Z4zhf//7Hzp06ICMjAxUq1YNV111FcaPH4+SkhLlD1ZBjx49sGvXLmU3x2CMqVOn8va3Wq2oU6cOevTogUOHDsWU5ahRo9CmTZsYBY0P1ClFaENxMdCqVeAz/NBYKBQubjrpZKziYqDV5TYUX94x6ryKvcVoNaEVir1GdKQ8ho5BOVQKbhX5hSURfjSt/ZUgUFaR3iqMpadvk96n5QoW5xbHX08JY/LJueY1tuZxorZ8Kcyz+PKOgXdmcWh6mCy5OsZNMpEIv6ohRiET3X5SbdNIdZSRfRUJHZWQiwOOA7ZuNXgHH8fh6uxqmD37OI4cOY7jxyv+PvvsM1gsFgwYMED2fiklOQ7YsMGjWP+HH34YgwcPxh133IFFixZhw4YNePnll/Hrr79i3rx5ovd44twLmJqaipo1a8Z+o4JgyMrKwvHjx3H06FH8+OOP2LlzJ+67777Y8zYI1ClFEARhUk4VutH57UX4blXFLyNWsaFSBEEQBEEQBBEjTocD1avXRu3aFX/nzp3Dc889h//7v/8L6QjZsmULunfvjoyMDNSqVQsP9+6N04KpbJ07d8agQYMwePBg1KpVHU89lQMAWLJkCdq3bw+Xy4U6depg6NCh8Pl8kjJ9//33+Oabb/Ddd9/h//7v/9CuXTs0atQId9xxBxYuXMiP3urTpw/uvPNOvP7666hbty4uvfRSAMDmzZtx4403IjU1FRdccAEef/xxFBUV8c9fvHgx2rdvj/T0dFSrVg3XXHMNDh48CADYuHEjbrjhBmRmZiIrKwtt27bFmjVrAARGMFWrVo1/TnAk0ldffYVGjRohOzsbDzzwAAoLC/lrCgsL0evhh5HeqRPqXHgh3nvvPXTu3BmDBw+W9YvFYkHt2rVRp04d/Otf/0K/fv2watUqFBQU8Ne8+OKLaNq0KdLS0nDRRRfh5Zdfhtfr5WUdPXo0Nm7cyI+6Cm4Ul5eXh/79+6NGjRrIysrCjTfeiI0bN8rKoxbqlCIIgjAxB86UYNhPm/ljmwnnohMEQRAEQVQ1GGMo8fgS8qd0Wem8vDzccccd6Ny5M1599dWQ9BtvvBFXXHEF1qxZgzlz5uDkyZO4f9iwkPu/+OILOJ1O/PXXMgwd+imOHj2Kf//732jXrh02btyICRMmYPLkyXjttdckZfjmm29w6aWX4o477gg7Z7FYkJ2dzR8vWLAAO3fuxPz58zFz5kwUFxcjJycH5513HlavXo0ZM2bgzz//xKBBgwAAPp8Pd955J66//nps2rQJK1aswOOPP86vDderVy9ceOGFWL16NdauXYuhQ4fC4XBIyrp371788ssvmDlzJmbOnIklS5Zg7Nix/PkhQ4Zg2fLl+O2ddzB/zhz8/fffWLduXQQvhJKbm4uff/4ZNpsNNpuNT8/MzMTUqVOxbds2vP/++5g4cSLee+89AIGphs8++yxatmzJj37r0aMHAOC+++5Dbm4uZs+ejbVr1+LKK69Ely5dcPbs2ZjkigV73J5MVD0yM+UOjYVC4eKmk07GysxkAIstr0ynkR0pj6FjUA4VgksNlEqEH01rfyUIlFWktwpj6enbpPdpuYK66CmRCZ9sYmNrLrra8qWEjExkWhiASpWqmCx6xk0ykQi/qiFGIRPdflJt00h1lJnRUQm5OPAyPy4bPVc3WYRseyUHac4ougKsNlgRqAs5jsODDz4Iu92Ob775JmQR/48++ghXXHEF3njjDT7t80mTUL9RI+zatQtNmzcHAFxyySV466234PcDZWXAhAnDUb9+fXz00UewWCxo1qwZjh07hhdffBEjRoyA1Ro+hmb37t38qKdIpKenY9KkSXA6nQCAiRMnoqysDF9++SXS09N52W+77Ta8+eabcDgcyM/Px6233oqLL74YANC8XHYAOHToEJ5//nk0a9aM10cOjuMwdepUZJbH3MMPP4wFCxbg9ddfR2FhIb744gt8+/XX6NKkCdCqFaZMmYK6detG1Cs/Px8ZGRmBjs3yNbT++9//8joBwEsvvcT/36hRIzz33HOYNm0aXnjhBaSmpiIjIwN2ux21a9fmr1u6dClWrVqF3NxcuFwuAMC4cePwyy+/4IcffsDjjz8eUTYlUKcUoQ1ZWYBguGClQ2OhULi46aSTsQLZWAAcjf4eVxYKhhnVkfIYOgblUCl4QZkXO08U4tLaFY2gRPjRtPZXgkDZLCjQW4Wx9PRt0vu0XEFFPlSYl3SyeY2teZyoLV8K88wqPIqwrERl0TFukolE+FUNMQZ2ottPqsthxDrKxOiohFwc2GxAmzYAftJFFGXYbLBdeTmuLD8cOvT/sGLFCqxatYrvZAmyceNGLFq0CBkZGWGP2XvgAN8p1bZt2+CjceWVwGuvbUfHjh1DOriuueYaFBUV4ciRI2jQoEHY82IZ5XXZZZfxHVIAsH37dlx++eUhnTfXXHMNOI7Dzp07cd1116FPnz7IycnBTTfdhK5du+L+++9HnTp1AARGNvXv3x9fffUVunbtivvuu4/vvBKjUaNGIbaqU6cOcnNzAQD79u2D1+tF+6uvBsr1zM7OjqrDLTMzE+vWrYPX68Xs2bPxzTff4PXXXw+5Zvr06fjggw+wd+9eFBUVwefzye6ABwT8WFRUhAsuuCAkvbS0FHv37o0ol1KoU4rQBp8PWLAA6NIFsNsrHxoLhcLFTSedjOXzAQvm+dEFC2DvdmNUefk4HxbsW4AuF3WB3Wo0R8pj6BiUQ6XgE//ej4l/78fspzuheZ3AiycRfjSt/ZUgUNYHe+x6qzCWnr5Nep+WK+i7vgsWLLHHV08JY/LJ1/tgX2JOY2seJ2rLl8I8ffMWYgG6oEs3W0VeYrKU+0qXuEkmEuFXNcQY2IluP6kuh5HqKCP7KhI6KiEXB4wBnhIbto7OQSJWXkh12CJfxBhYQQEKkIU//piOcePGYdasWaKjg4qKivjRRsL7UVSEOoLrg51BjCnvG2zatCl27NgR1bXCzqdomTJlCv773/9izpw5mD59Ol566SXMnz8fV199NUaNGoUHH3wQs2bNwuzZszFy5EhMmzYNd911l+izKk/ts1gCI85CYAzIzw90mEYZDFarFU2aNAEQGMm1d+9ePPnkk/jqq68AACtWrECvXr0wevRo5OTkIDs7G9OmTcM777wj+9yioiLUqVMHixcvDjsnXC9La2hNKUIbSkqAm28OfIYfGguFwsVNJ52MVVIC3HyLDSW33Bt1XiXeEtz8zc0o8RrRkfIYOgbl0EjwpbtPVzwyAX40rf2VIFBWkd4qjKWnb5Pep+UKlpwuib+eEsbkk0+b19iax4na8qUwz5Jb7g28M0tC08NkOa1j3CQTifCrGmIUMtHtJ9U2jVRHGdlXkdBRCbk44Dhgzx4LUux2pDn1/7NE0/nBceB278XMmRvRv38/jB07Fjk5OaKXXnnlldi6dSsaNWqEJk2aBP4uughN/H6kp6aK6r97N3Dppc2xYsWKkNFPy5YtQ2ZmJi688ELRvB588EHs2rULv/76a9g5xhjy8/MlVWrevDk2btyIYsHui8uWLYPVag0ZoXTFFVdg2LBhWL58OVq1aoVvv/2WP9e0aVM888wzmDdvHu6++25MmTJFMj85LrroIjgcDqxetSpgDI5Dfn4+du3aFfOzhg4diunTp/PrUS1fvhwNGzbE8OHDcdVVV+GSSy7hF2sP4nQ64ff7Q9KuvPJKnDhxAna7vcKP5X/Vq1dXpGc0UKcUQRBEEuLxG3mPYYIgCIIgCMLonM47h+efvxPXX98ZDz30EE6cOBHyd+rUKQDAwIEDcfbsWfTs2ROrV6/G3r17MXfuXPQdPTqs40PIk08OwOHDh/HUU09hx44d+PXXXzFy5EgMGTJEdD0pALj//vvRo0cP9OzZE2+88QbWrFmDgwcPYubMmejatSsWLVokmV+vXr2QkpKC3r17Y8uWLVi0aBGeeuopPPzww6hVqxb279+PYcOGYcWKFTh48CDmzZuH3bt3o3nz5igtLcWgQYOwePFiHDx4EMuWLcPq1atD1pyKhczMTPTu3RvPv/giFq1Zg61bt6Jfv36wWq3RdRoKqF+/Pu666y6MGDECQGCtq0OHDmHatGnYu3cvPvjgA/z8888h9zRq1Aj79+/Hhg0bcPr0abjdbnTt2hUdO3bEnXfeiXnz5uHAgQNYvnw5hg8fzu8yGA/MOvCSIAiCkMHnV7arCkEQBEEQBEEAwB9Ll+L48YM4fvwgv66SkIYNG+LAgQOoW7culi1bhhdffBHdunWD2+1Gw4YNcfMVV0h2LgFAvXr18Mcff+D555/H5ZdfjvPPPx/9+vULWaS7MhaLBd9++y3+97//4fPPP8frr78Ou92OSy65BI888ojkaC4ASEtLw9y5c/H000+jXbt2SEtLwz333IN3332XP79jxw588cUXOHPmDOrUqYOBAwfiP//5D3w+H86cOYNHHnkEJ0+eRPXq1XH33Xdj9OjRMVg0lHfffRdP/Oc/uPWZZ5BVrRpeeOEFHD58GCkpKTE/65lnnkHHjh2xatUq3H777XjmmWcwaNAguN1u3HLLLXj55ZcxatQo/vp77rkHP/30E2644Qbk5eVhypQp6NOnD/744w8MHz4cffv2xalTp1C7dm1cd911qFWrlmI9I0GdUoQ2WK1AixaBz/BDY6FQuLjppJOxrFagRTM/rLg06rysFita1GgBq8WIjpTH0DEoh0aC+wTz1RPhR9PaXwkCZa1QoLcKY+np26T3abmCVrs1/npKGJNPtpvX2JrHidrypTBPa7NL0QJ+WK22kPQwWew6xk0ykQi/qiHGwE50+0l1OYxURxnZV5HQUYlIcaCg30F3Hrn3PrS7dwSaN7fAFmEZqksuuQQ//SRYud3vB7Zv59dJqrxOUVD/66+/HqtWrYpJLqvViieeeAJPPPGE5DVTp04VTb/sssuwcOFC0XO1atUKG1EUxOl04rvvvpPMr0+fPujTpw9/PGrUqJBOIAAYPHgwBg8ezB9nZmbim6++CtipeXMUl5Vh9OjRsrvcVc4nyNVXXx0yDfKtt97CW2+9FZZ/EJfLhR9++CHsOZmZmfjggw/wwQcfSMqgNRYWy/L1SU5BQQGys7ORn58fcWV6giCIRNFo6KyI1zxx/cUY2r2ZDtIQBEEQBEEQkSgrK8P+/fvRuHFjRSNhiORj/fr12LFjB9q3b4/8/Hy88sorWLx4Mfbs2RPXNZy0RC6uo+1fMXM/N2EkPB5g0qTAZ/ihsVAoXNx00slYHg8w6VMfPJ9+HnVeHr8Hk9ZNgsdvREfKY+gYlEMjwb2CNaUS4UfT2l8JAmUV6a3CWHr6Nul9Wq6gp8gTfz0ljMknF5nX2JrHidrypTBPz6efB96ZntD0MFmKdIybZCIRflVDjEImuv2k2qaR6igj+yoSOiohFwccB5w6Ffg0LBwHLvc0TuUyZXLKKGkK/XVi3LhxuLx1a3Tt2hXFxcX4+++/TdMhpRU0UkoAjZRSQUEBkJ3Nb2dZ6dBYKBQubjrpZCw+G2QhK/9IVHkVuAuQPTYb+UPzkeUymiPlMXQMyhGF4NGMlOrzr0YYdXvLwCMT4EfT2l8JAmULkBW73iqMpadvk96n5QoWHM5Hdv2s+OopYUw++XABsuqb09iax4na8qUwz4LsC5GNgtC8xGQp95UucZNMJMKvaogxsBPdflJdDiPVUUb2VSR0VKJyHAhHlDgcKVi/HrjiCkScFpcw/H7412/EelypTE6/H1JKypyqepjcGDRSiiAIghDFz9HvDQRBEARBEARBGBvqlCIIgiAIgiAIgiAIgiB0h3bfI7TBZgO6deOHHFY6NBYKhYubTjoZy2YDunXxwcY6R52XzWJDt4u7wWYxoiPlMXQMyhEHwRPhR9PaXwkCZW1QoLcKY+np26T3abmCNqct/npKGJNPdprX2JrHidrypTBP242d0c3ig81mD0kPk8WpY9wkE4nwqxpiDOxEt59Ul8NIdZSRfRUJHZWIFAemmAKZmYksMAAWZffLKGkK/fWiihuD1pQSQGtKEQRhBqJZU+rhqxvi1Ttb6SANQRAEQRAEEQnafY9IRmhNKcI4uN3AqFGBz/BDY6FQuLjppJOx3G5g1Es+uF96Neq83D43Ri0eBbfPiI6Ux9AxKEccBE+EH01rfyUIlFWktwpj6enbpPdpuYLuAnf89ZQwJp9cYF5jax4nasuXwjzdL70aeGe6Q9PDZCnQMW6SiUT4VQ0xCpno9pNqm0aqo4zsq0joqIRcHHAccOyYwXef4zhwR4/h2FEVu+9JKGkK/fWCjEEjpYTQSCkV0O57usujOBvafc/YaLT7nnCkFO2+F2do973kgHbf0wTafc90LksMtPteXKHd92Sg3feih3bf0weTG4NGShEEQVQxflx7JKrrGOj3BrPyv7/24pPFexItBkEQBEEQhGmwWCz45ZdfdM3zwIEDsFgs2LBhg6rnNLr9dox//33ZaxKhn15QpxRBEISJeHbGxkSLQMSRUo8fb/yxA2/N2YkzRWaeH0EQBEEQhNlZvHYN2rWzwG63wGIJ/7vhhhtCrv/xxx/RuXNnZGdnIyM7G6179sQrr76Ks2fPAgCmTp0KiyXwvPbtrbjwwjro0aMHDh06JClD586dRfMO/nXu3DmeJiB0gDqlCG1wOIB+/QKf4YfGQqFwcdNJJ2M5HEC/3j44eveKOi+H1YF+V/SDw2pER8pj6BiUQyPBLYJdUhLhR9PaXwkCZRXpLbjJJ1hPwO2LvLaAnr5Nep+WK+hIc8RfTwlj8slp5jW25nGitnwpzNPRu1fgnekITQ+TJU3HuEkmEuFXNcQoZKLbT6ptGqmOMrKvIqGjEnJxYLEA1asHPg2LxYJrOt+AVSuP4ejR4zh+vOLvs88+g8ViwYABA/jLhw8fjh49eqBdu3aYPXs2tmzahHdGjMDGTZvw1Vdf8ddlZWXh6NHj+Oefo5gx40fs3LkT9913n6QYP/30E5/vqlWrAAB//vknn/bTTz8pUo8xBp/Pp+heTbFYAKvV4MEQZxjBk5+fzwCw/Pz8RItCEAQhSsMXZ0b199LPmxMtKqGAwjIv78Mj50oSLQ5BEARBEBpRWlrKtm3bxkpLSxMtiiq2bdvGMjMz2fDhw/m0lStXMgBs/PjxovecO3eOMcbYlClTWHZ2dsi5Dz74IOrv4Pv372cA2Pr168POAWATJ05kd955J0tNTWVNmjRhv/76K39+0aJFDAD7448/2JVXXskcDgdbtGgR8/v97I033mCNGjViKSkprHXr1mzGjBn8fWfPnmUPPvggq169OktJSWFNmjRhn3/+eYg8P/74I+vcuTNLTU1lrVu3ZsuXLw+R7YcffmAtWrRgTqeTNWzYkI0bNy7kfMOGDdl7773HH+/atYt16tSJuVwu1rx5czZv3jwGgP38888RbaQ3cnEdbf8KjZQitKG0FOjfP/AZfmgsFAoXN510MlZpKdC/jw+lfZ6MOq9Sbyn6/9YfpV4jOlIeQ8egHHEQPBF+NK39lSBQVpHegpuYYO8RFsU+JHr6Nul9Wq5g6dnS+OspYUw++ax5ja15nKgtXwrzLO3zZOCdWRqaHibLWR3jJplIhF/VEKOQiW4/qbZppDrKyL6KhI5KyMUBxwEHDhh8wzWOA7f/IA7sr9h9Ly8vD3fccQc6d+6MV199lb/0m2++QUZGRsjIKaGS1apVq/xoHDgAnDiRi59//hk2mw02DRb5Hj16NO6//35s2rQJ//73v9GrVy9+6mCQoUOHYuzYsdi+fTtat26NMWPG4Msvv8Snn36KrVu34plnnsFDDz2EJUuWAABefvllbNu2DbNnz8b27dsxYcIEVK9ePeSZw4cPx3PPPYcNGzagadOm6NmzJz8Ka+3atbj//vvxwAMPYPPmzRg1ahRefvllTJ06tcIYPh9Q3u7jOA533303nE4nVq5ciU8//RQvvviiatsYmvj0l5kTGimlgvx8xoDAZ/ihsVAoXNx00slYfDbIjDqv/LJ8hlFg+WVGdKQ8ho5BOSIIrmSkVCL8aFr7K0GgrCK9BTflFXt4Hx46Uxz5Vh19m/Q+LVcw/3B+/PWUMCaffNi8xtY8TtSWL4V55iMzPC8xWQ7rGDfJRCL8qoYYhUx0+0m1TSPVUUb2VSR0VKJyHAhHlPh8jK1ezZjPxxgrKwvIE/wrKR8pXVISml5WFkgvKgpNd7sD6YWFoeleb4XOwj+fLzoFfD7mW72Wl9Pv97Pu3buz5s2bs4KCgpBLu3fvzlq3bh12f4WSAaZMmcIAsPT0dJaSksYAMADsv//9b1QiRRop9dJLL/HHRUVFDACbPXs2Y6xipNQvv/zCX1NWVsbS0tLCRjb169eP9ezZkzHG2G233cb69u0rK8+kSZP4tK1btzIAbPv27Ywxxh588EF20003hdz3/PPPsxYtWgQOfD7WsE4d9t477zDGGJs7dy6z2+3s6NGj/PWzZ8+mkVIEQRAEQcQfLorRUQRBEARBJBFjxgDZ2RV/Tz0VSH/qqdD0MWMC6XffHZr+5ZeB9A4dQtMXLAikX3hhaPqOHYrE/L//+z+sWLECv/76KzIzM0POsRjaL5mZmVi7dgO+/HIN3n77HVx55ZV4/fXXFclUmdatW/P/p6enIysrC7m5uSHXXHXVVfz/e/bsQUlJCW666SZkZGTwf19++SX27t0LAHjyyScxbdo0tGnTBi+88AKWL18um2+dOnUAgM93+/btuOaaa0Kuv+aaa7B79274/f6wZ23fvh3169dH3bp1+bSOHTtGbQMzYk+0AARBEIT2MFDnhhkRdkpR/xRBEARBVAGGDQOGDKk4Di7C/uGHwLvvVqS7XIHPn34ChJ0ZKSmBz5UrQ+cDpqUFPo8cCc0vPT1mEadPn4Zx48Zh1qxZuOSSS8LON23aFEuXLoXX64UjwiLyVqsVTZo0QWEhcPfdzbF//148+eSTIYuhK6Vy3haLBVylOZLpAv2LiooAALNmzUK9evVCrnOV27t79+44ePAg/vjjD8yfPx9dunTBwIEDMW7cONF8LeULllfOl5CGRkoR2uByASNH8pVlpUNjoVC4uOmkk7FcLmDkcB9cw5+POi+XzYWR14+Ey2ZER8pj6BiUIw6CJ8KPprW/EgTKKtJbcBMn6IjyR9Erpadvk96n5Qq6slzx11PCmHxylnmNrXmcqC1fCvN0DX8+8M50haaHyZKlY9wkE4nwqxpiFDLR7SfVNo1URxnZV5HQUQm5OLBYgLp1yzdcc7mArKyKv9TUwEWpqaHpQZnT00PTnc5AekZGaLq9fPyJMC0rC4h27SaLBZY6tXH27Ho89lg/jB07Fjk5OaKXPvjggygqKsInn3wiqmReXp6k/kOHDsX06dOxbt266OTSkBYtWsDlcuHQoUNo0qRJyF/9+vX562rUqIHevXvj66+/xvjx4/G///0v6jyaN2+OZcuWhaQtW7YMTZs2DayjZbEEfFLemdW8eXMcPnwYx48f56//559/VGpqbCwslrF2SU5BQQGys7ORn5+PrKysRItDEAQRRqOhs6K67uGrG+LVO1vFWRpCa3ILytD+jcBw+z+HXI8mNTMSLBFBEARBEFpQVlaG/fv3o3HjxkgJjm4yOKdPn8ZVV12Fli1bYvLkyWHnbTYbatSoAQB48cUX8c4772DIkCG46667ULduXezZsweffvoprr32Wjz99NOYOnUqBg8eHNZJ1aNHDxQXF2PmzJmy8hw4cACNGzfG+vXr0aZNm5BzFosFP//8M+68804+rVq1ahg/fjz69OmDxYsX44YbbsC5c+dCFl5/6aWX8Omnn+Kdd97Btddei/z8fCxbtgxZWVno3bs3RowYgbZt26Jly5Zwu90YOnQocnNzsXLlSlF58vLycN5552HRokXo3Lkz1q1bh3bt2mHUqFHo0aMHVqxYgSeffBKffPIJ+vTpAwBo1KgRBg8ejMGDB4PjOFx22WWoV68e3n77bRQUFOCZZ57B2rVrw/QzAnJxHW3/Co2UIrShuBjIyQl8hh8aC4XCxU0nnYxVXAzkdPWhuMvtUedV7ClGztc5KPYY0ZHyGDoG5YiD4Inwo2ntrwSBsor0FtwUMlKKi/ybkZ6+TXqflitYnFscfz0ljMkn55rX2JrHidrypTDP4i63B96ZxaHpYbLk6hg3yUQi/KqGGIVMdPtJtU0j1VFG9lUkdFRCLg78fmDXrtBZeIbD78fvkybzU9fq1KkT9teuXTv+8jfffBPffvstVq5ciZycHLRs2RJDBg5E61at0Lt378qPDtH/mWeewaxZs7Bq1So9NQQAvPrqq3j55ZcxZswYNG/eHDfffDNmzZqFxo0bAwCcTieGDRuG1q1b47rrroPNZsO0adOifv6VV16J77//HtOmTUOrVq0wYsQIvPLKK3yHFPz+wO575dP9rFYrfv75Z5SWlqJ9+/bo37+/ZmtuGRUaKSWARkqpoKAgsHBefj6QlVX50FgoFC5uOulkLD4bZCEr/0hUeRW4C5A9Nhv5Q/OR5TKaI+UxdAzKEUHwaEdKPXR1A7x252WBRybAj6a1vxIEyhYgK3a9y+9neXl47Jdd+HN7YGHMP/7bCS3qyj9ET98mvU/LFSw4nI/s+lnx1VPCmHzy4QJk1TensTWPE7XlS2GeBdkXIhsFoXmJyVLuK13iJplIhF/VEGNgJ7r9pLocRqqjjOyrSOioROU4EI4ocThSsH49cMUV0c+m0x2/H/71G7EeVyqT0++HlJIyp6oeJjcGjZQiCIIgiCThyLlSvkMKoJ34CIIgCIIgiOSHOqUIgiCSEAssiRaBiJHCMm/IcTTT9wiCIAiCIAjCzBi6U+rjjz9Go0aNkJKSgg4dOsjOMf3pp59w1VVXoVq1akhPT0ebNm002VaSiJKUFGDiRH5L0kqHxkKhcHHTSSdjpaQAEyf4kDJhfNR5pdhTMPG2iUixG9GR8hg6BuWQEbzUE/3CAwwVHRqJ8KNp7a8EgbKK9C6/6ZQ3tCOx2OOLfKuOvk16n5YrmFItJf56ShiTT65mXmNrHidqy5fCPFMmjA+8M1NC08NkqaZj3CQTifCrGmIUMtHtJ9U2jVRHGdlXkdBRCbk4sFiAhg35DdeMicUCS4MGaNiAKZNTRklT6K8XZAzjrik1ffp0PPLII/j000/RoUMHjB8/HjNmzMDOnTtRs2bNsOsXL16Mc+fOoVmzZnA6nZg5cyaeffZZzJo1S3LrysrQmlIEQRiVM0VutH3tz6ivF64pRRgf4a57QjaP6obMFEcCJCIIgiAIQkvMuPseQUQiqdeUevfdd/HYY4+hb9++aNGiBT799FOkpaXh888/F72+c+fOuOuuu9C8eXNcfPHFePrpp9G6dWssXbpUZ8mrKEVFQMuWgc/wQ2OhULi46aSTsYqKgJbN/Shq3i7qvIo8RWj5SUsUeYzoSHkMHYNySAg+f9tJ5Y9MgB9Na38lCJRVpHdRERyXt0aapzTs1OoDZ+Vv1dG3Se/TcgWLThTFX08JY/LJJ8xrbM3jRG35UphnUfN2gXdmUWh6mCwndIybZCIRflVDjEImuv2k2qaR6igj+yoSOiohFwd+P7Bli/F33/Nv2YYtW5gyOWWUNIX+ekHGMGanlMfjwdq1a9G1a1c+zWq1omvXrlixYkXE+xljWLBgAXbu3InrrrtO8jq3242CgoKQP0IhHAds28ZvZVnp0FgoFC5uOulkLI4Dtu2wgduxM+q8OMZh26lt4JgRHSmPoWNQDo0EF64plQg/mtb+ShAoq0hvjsN5B3bDKjJw2WaVf03r6duk92m5gpyPi7+eEsbkk33mNbbmcaK2fCnMk9uxM/DO5ELTw2Tx6Rg3yUQi/KqGGIVMdPtJtU0j1VFG9lUkdFRCKg6CE5XKyuIugnrKylBWpmJamYySptBfL0xsDC0m3hmyU+r06dPw+/2oVatWSHqtWrVw4sQJyfvy8/ORkZEBp9OJW265BR9++CFuuukmyevHjBmD7Oxs/q9+/fqa6UAQBKEFGw/n4dcNRzF9zeGY7vtx3RFaKDsJWLbnNOZskX7vEQRBEARhDhyOwHT8kpKSBEtCENoRjOdgfCvBrpUwRiAzMxMbNmxAUVERFixYgCFDhuCiiy5C586dRa8fNmwYhgwZwh8XFBRQxxRBEIbijo+XKbqvxOPHD2sPo0e7BhpLROjJ//7aBwBYMexG1MlOTbA0BEEQBEEoxWazoVq1asjNzS0fqJWGsjILbLZESyaB3w8/GIAylJUhdjmD09FEbpY5VfUwqTEYYygpKUFubi6qVasGmwrZDdkpVb16ddhsNpw8GbqGysmTJ1G7dm3J+6xWK5o0aQIAaNOmDbZv344xY8ZIdkq5XC64XC7N5K7SpKUBc+YEPsMPjYVC4eKmk07GSksD5szyIw0/RJ1XmiMNc3rNQZrDiI6Ux9AxKIeGgq/afw492jVIiB9Na38lCJRNgwK909Kw5tNvUbpX+n1UWOZDnWyRW3X0bdL7tFzBtOpp8ddTwph8cnXzGlvzOFFbvhTmmTbrB8yBH2lptpD0MFmq6xg3yUQi/KqGGAM70e0n1eUwUh1lZF9FQkclxOIg+F321KlcWK3AwYMG3nSNMTCrBVbsw8GDltjlZAxSSsqcqnqY3BjVqlWT7aOJBsPuvtehQwe0b98eH374IQCA4zg0aNAAgwYNwtChQ6N6xqOPPop9+/Zh8eLFUV1Pu+8RBGE0Gg2dJZre+sJsbDqSL3vv/VddiLfuvTweYhEas2hHLvpOXS15fs7gTmhWm95LBEEQBJEM+P1+eL3eRItBEKpwOByyI6RMv/vekCFDMHHiRHzxxRfYvn07nnzySRQXF6Nv374AgEceeQTDhg3jrx8zZgzmz5+Pffv2Yfv27XjnnXfw1Vdf4aGHHkqUClWLggIgKyvwGX5oLBQKFzeddDJWIBuGM2l1MWDCIpR5I+/wUOAuQNaYLBS4jehIeQwdg3JEKbjDFrn6tpb/2pIIP5rW/koQKKtI74ICdLrqYmS4pdeYkFqPVU/fJr1PyxUsOFIQfz0ljMknHzGvsTWPE7XlS2GeBZn1kJXFQvMSk+WIjnGTTCTCr2qIUchEt59U2zRSHWVkX0VCRyXk4qC42IaaNVPg8aQgJcWgfx4PPDUuRs2aLmVyejxIqVkz8FnpnMeTYnz9dbSzlJ2M/qdmyp4QQ07fA4AePXrg1KlTGDFiBE6cOIE2bdpgzpw5/OLnhw4dglWwK1FxcTEGDBiAI0eOIDU1Fc2aNcPXX3+NHj16JEqFqkdhodyhsVAoXNx00slYhYUWOFCEv3adxpcrDuDx6y6OfI/HyI6Ux9AxKEcUgjtskYf3WgRDgBPhR9PaXwkCZZXobS+W35qakxnUrKdvk96n5QrqoqdEJnyyiY2tuegqy5ciigpRCJF6VkwWPeMmmUiEX9UQo5CJbj+ptmmkOsrM6KiEXByYwpZSdWG0yChpCv31ooobw7CdUgAwaNAgDBo0SPRc5Sl5r732Gl577TUdpCKI5CCvhIYMmxmxkVL1z09FvWqp+GffWQCA1XzT0gkJjDnRniAIgiAIgiDUYdjpewRBxJeTBW5wHH3TNStOiel7VzY4j//fasLFEglx3D4/8ko8iRaDIAiCqITPz+FsMdXPBEEQSqFOKUIb0tOBLVsCn+GHxkKhcHHTSSdjpacDWzb6cXefN1HicOHHdUfw9PQN8vc40rHlyS1IdxjRkfIYOgblEAgu12koNlKq8mia4EipRPjRtPZXgkBZRXqnp2PdrL9R4pDefe/eT1egzSvzcarQHXqrjr5Nep+WK5heMz3+ekoYk0+uaV5jax4nasuXwjzTN67Alo3+0LzEZKmpY9wkE4nwqxpkhLz30xW48tX52JNbMQ070e0n1TaNVEcZ2VeR0FEJuTgwhS2l6sIY7pdS0hT66wUZgzqlCI2wWoH69QOf4YfGQqFwcdNJJ2NZrUD9hlYcz64OzhLI6/eNx+TvsVhRP7s+rBYjOlIeQ8egHALB5dYRskmsKeX1V6yIHey4SoQfTWt/JQiUVaS31YqyOnX5cinH8r2nQ2/V0bdJ79NyBa12a/z1lDAmn2w3r7E1jxO15UthntaG9VG/oTU0LzFZ7DrGTTKRCL+qQUbIDYfzAAC/bjhacXmC20+qbRqpjjKyryKhoxJycWAKW0rVhTHcL6WkKfTXCzIGdUoRGlFYCGRnhyz2KTg0FgqFi5tOOhmrsBDIrmbBivf7IcNTGt09nkJkj81O+GKdSjB0DMohENwv0yklNjWPMcDjq+iUctoDVXwi/Gha+ytBoKwivQsL8a8rL466XIbcqqNvk96n5QoWHiuMv54SxuSTj5nX2JrHidrypTDPwmoXIruaJTQvMVmO6Rg3yUQi/KqGGIVMdPtJtU0j1VFG9lUkdFRCLg5MYUupujCG+6WUNIX+ekHGoE4pgjA6uYVlmPT3PtH1ZI7llWLy0v0oLFO+aPmMNYfx9T8HseVovhoxiTggt7i11OZ7HsFIKVpTKvmQGz1HEMnMT+uOJFoEguDZfCQfV746H//382Y+jd64BEEQyjD07nsEQQCPTF6FHScKsXzvGXzep13Iubs+WYaTBW5sPZaPd+9vo+j5z/+wif//wNhb1IhKaIxfZk0pq8TWem7BSCkG6sAwA3tPFeLiRAtBEAZnxK9bUe282gDOT7QoBIHbPloKAPh25aEES0IQBGF+aKQUQRicHScCQzkX7sgNO3eyILDo8d+7T4edI8yP7JpSotP3GIT9UDSoxhycLoh+1ybyKVGVOXi2ONEiEIQ0NDqZIAhCETRSitCGzEwgPz/wGX5oLBQKFzeddDJWZiaQn8fQceRkFDtTo7vHmYn8ofnIdBrRkfIYOgblEAjOlfokL7NJjJQSEhxolQg/mtb+ShAom4nY9bZkZ6HV4O9RFGW5DMlaR98mvU/LFczMyIy/nhLG5JMzzGtszeMkM5MvH6npTB+zZGYiM+8I8sGQmWkJSQ8r6xk6xk0yobLe1J0oAlv4Vk50+0l1OYxURxnZV5HQUQm5ODCFLaXqwhjul1LSFPrrBRmDRkoRGsFxwOHDgc/wQ2OhULi46aSTsTgOOHyQQ53807Cy6PLiGIfD+YfBRXm9kTB0DMohEFxupJRFbKRU2HEgJRF+NK39lSD0mQK97RaGOgWnoiqXlUNCT98mvU/LFeR8XPz1lDAmn+wzr7E1jxOO48sH59fJLBwH7uBhHD7IheYlVtZ9OsZNMqGy3tQdgZDPzdgY+fIEt59U2zRSHWVkX0VCRyXk4sAUtpSqC2O4X0pJU+ivF2QM6pQiNKK4GGjVKvAZfmgsFAoXN510MlZxMdDqcht+mvoi0rzu6O7xFqPVhFYo9hrRkfIYOgblEAgut/ueTaL27ntNY/7/4O2J8KNp7a8EgbJK9HaVlWL+5wOjKpeVI0JP3ya9T8sVLM4tjr+eEsbkk3PNa2zN46S4mC8fZaUWfcxSXIziyzui1eW20LzEynqujnGTTKisN3WnXMjCM3n4YW3kRfcT3X5SbdNIdZSRfRUJHZWQiwNT2FKqLozhfiklTaG/XpAxqFOKIJIBWmcmOeFkFjoXX1MKuOzCbNzX9sLyYwoMM2CX2kpRBPIpQRBE4vD6qu5IBoIgiHhBnVIEYUBKPD4cyyvVPd99p4roS6+BkOmTkpi+F7jhggxXxPsJ42CNYXFccilBEETicMt0StE65wRBEMqgTilCO0QWQzQsCoWLm06VHnzN2IX419iF2H86umGc0TaEMjMZCh3Siynf+M4SfL7sQOg9JlzkPIihY1COcsHlp+9JOz0YD8LbE+FH09pfCQJlY9WbgaFQwSLnfH46L2Cf1Ag269ArL8lkExtba9GD5cNi0dEsGZnIzBSpg8XKup5xk0yoqDcTQmYmynx+ydOVf2BIdPtJtU0j1VFmRkcl5OLAFLaUqgujRUZJU+ivF1XcGLT7HqENWVlAQYHUobFQKFzcdBJ58LkSLwDg792nNM7GgkZDP5e97r35u9Dv2sC6RFmuLBQMM6oj5TF0DMohEJw7WyJ5mVinVLATKngqOHIqEX40rf2VIFA2C7Hr7c/IwmXPzIju4krtQj19m/Q+LVdQiQ+V5iWdbF5jax4nWRXlIzWd6WOWrCxkFR5FWFaiZV3HuEkmVNabulMub+kxaUEzUyq+ViW6/aS6HEaso0yMjkrIxYEpbClVF8Zwv5SSptBfL8gYNFKK0AifD5g7N/AZfmgsFAoXN500eHA0M+58PmDuH35cu2cdbJz0L33CHd98nA9z98yFjzOiI+UxdAzKIRBcbvc9uSlflvKNqYO3J8KPprW/EgTKKtGbeX24bt9a2XIpmbWOvk16n5Yr6CvzxV9PCWPyyWXmNbbmceKrKB9+vczi88H3xzzM/cMfmpdYWS/TMW6SCZX1pu6UC+kuk96Qws8Zp/2k2qaR6igj+yoSOiohFwemsKVUXRjD/VJKmkJ/vSBjUKcUoRElJcDNNwc+ww+NhULh4qaTTsYqKQFuvsWGT358G6kyu3wJO0JKvCW4+ZubUeI1oiPlMXQMyiEQXH5NqfC04OX8SKlyXybCj6a1vxIEyirSu6QYX84YKVsug5woKAu9VUffJr1PyxUsOV0Sfz0ljMknnzavsTWPk5ISvny4yyxxNQtjDJOX7sfyzYdQcsu9uPkWW2heYmX9tI5xk0yorTf1plzIP9ful7zExxmn/aTappHqKCP7KhI6KiEXB6awZUmJeF0Yw/1SSppCf70gY1CnFEEkA1ourkmLYxsHv4wzmtUOzD3PcFVMF+D7E8sDgnyZfLw7f1eiRSCIpGX53jN4deY2PP7l2kSLQhiUL5YflDwn984mCIIgpKE1pQgiCdBywzzafc84iE3fu/+qC9GjXX1cfmE1uH0cWtTJwq0fLi0/G7i+8ppShLGp7Oa5g6/DCz9sxMYj+YkRiCCqKEcTsOstkTz4/PTOJQiCUAJ1ShHaYLUCLVoEPsMPjYVC4eKmk07GslqBFs382JtbD5zM0CqvoFFltVjRokYLWC1GdKQ8ho5BOQSCcyx86+lbW9dF24bnAwDuv6q+6COCa0px/MLn+vvRtPZXgkBZK2LXm7NYsOuCBny5vLR2Ju69qn5UnVJ6+jbpfVquoNVujb+eEsbkk+3mNbbmcWK18uXDEmezBN+MnMUCa7NL0QJ+WK22EFnCyrpdx7hJJlTWm7pTLq9c+8nPVbyzE91+Ul0OI9VRRvZVJHRUQi4OTGFLq1W8LozhfiklTaG/XpAxqFOK0IiMDGDrVqlDY6FQuLjppJOxMjKAP5aW4fq3x0V/jzMDWwcY1ZHyGDoG5RAI7i8I75Swi+y6FyQ44ibYZv525SEM/3dzZLj096Np7a8EgbIZiF1vf3oGuvX/JCQt2hm5epbRpPdpuYJKfKg0L+lk8xpb8zjJqCgfKWksrmYJbiBR4kxFxvbVCMtKtKzrGDfJhMp6U28WHC7GU/e8gxKP9IYUHyzcgyHdLgWQ+PaT6nIYsY4yMVEqMWPNYUxYvBf/e6Qthv+8BZuP5iPVYcOZYg8A4IoG1fBVvw7oNfEfZKc58UXfdrBU6rSUiwNT2DIjQ7wujOF+KSVNob9ekDFoTSlCIzweYNKkwGf4obFQKFzcdNLgwdGsKeXxAD0HH8O96/+Ew++NTjS/B5PWTYLHb0RHymPoGJRDILjYTEqrXKdU+WeZt6LRvP5QXkL8aFr7K0GgrCK93W702Dg3pFx2b1U7uqx19G3S+7RcQU+RJ/56ShiTTy4yr7E1jxOPhy8fPm98zRJ8lzr8Xng+/RyTPvWF5iVW1ot0jJtkQm29qTNPfL4Ct63+wzTtJ9U2jVRHGdhXEYlSied/2IR9p4vR9d2/sHL/WZR4/HyHFBBoX83fdgIbj+Tjr12ncLoo/HlycWAKW3o84nVhDPdLKWkK/fWCjEGdUoRGlJUBjz0W+Aw/NBYKhYubTho8OJploMrKgBVfX4IR8ybD5YuuUVXmK8Njvz+GMp8RHSmPoWNQDoHgYoum2mQ6pYL4BQFhsSTGj6a1vxIEyirS212GN+d8GFIuL8hwRZe1jr5Nep+WK1iWVxZ/PSWMySfnmdfYmsdJWUX58LgtcTVLcKSUy+dF2ZOD8diT9tC8xMp6no5xk0yorTd1xuXzhtXTYgTX5Ux0+0m1TSPVUQb2VUQ0VKLYXfEjoNg6oHJxYApblpWJ14Ux3C+lpCn01wsyBnVKEQRBGBWxBo5VZlhcsDHMcaGdUoSxoc0FCMIYUH1JqIWqc3PCcQybjuTB7Qt0MuUWRNc5MHvLcf5/H+2+SETJifwyHD5bkmgxDAV1ShEEQRgUsU4puTWlgvjD10cnDAx9iSEIYyDX6U8Q0SD23iaMz+Sl+3H7R8sw8Jv1AIDbP1oW1X3L9pzh/+eoU4qIAsYYrh6zAJ3eWoTCsuhmrlQFaKFzQhtsNqBbt8Bn+KGxUChc3HTSyVg2G1Cn2RmsKGkFf5S7wdgsNnS7uBtsFiM6Uh5Dx6AcAsE55gs/HcWaUsJGMWOJ8aNp7a8EgbI2xK43s9nwV6Mroi6XIVnr6Nuk92m5gjanLf56ShiTT3aa19iax4mgfFjjbJZgn5TfYoXtxs7oZvHBZhM0lcXKulPHuEkmVNabesNZrVHV08F+iUS3n1SXw0h1lIF9FRERJSYv3Q8A+HP7STDGcCLKkVJCRJdckIkDU9jSZhOvC2O4X0pJU+gfZ04WlCEzxUHGAHVKEVqRng7MnSt1aCwUChc3nXQyVno60GnwLvxn//Do73GmY+5DRnWkPIaOQTkEgvtPhjeKovklX9gw4hhLiB9Na38lCJRNR+x6+1LS8EiPV6O6tnKfpJ6+TXqfliuoxIdK85JONq+xNY+T9HS+fKSksriaJVi/ljpTkL7gN4RlJVrWdYybZEJlvak31oyMqOrp4I9CiW4/qS6HEesoEyOihLBpJda5FA1+kVFycnFgClump4vXhTHcL6WkKfSPA6KDKauqMQTQ9D1CG9xuYNSowGf4obFQKFzcdFL44PWHzsWczfZf62DQX9PhjHKhc7fPjVGLR8HtM6Ij5TF0DMohEFxsKLjsSKnyy/2VRkolwo+mtb8SBMoq0tvtxuCl30RVLjkWugaVnr5Nep+WK+gucMdfTwlj8skF5jW25nEiKB9eT3zNEqxdnT4v3C+9ilEv+ULzEivrBTrGTTKhtt7UmWyrP6p6Olg9J7r9pNqmkeooA/sqIiJKCFtW7/25S9FjxTqz5OLAFLZ0u8Xrwhjul1LSFPrHAdEuz6pqDAHUKUVog9sNjB4d0iklODQWCoWLm04KH3zXJ8tjzmbz7EZ4fMUvcPq9uLFZzcj3+N0YvWQ03H4jOlIeQ8egHALBxX6sOy/NIXmr2ELnHGMJ8aNp7a8EgbJK9La4PRi87Ds4JbYaz0oJHdQsjAs9fZv0Pi1X0F3gjr+eEsbkkwvMa2zN48Tt5suH12OJq1ks5cMlnH4v3K+/jdGv28M7pSqX9QId4yaZUFlv6k01G5Otp4MEfxRKdPtJtU0j1VEG9lVEIijx8aK9ih4r2iklEwemsKXbLV4XxnC/lJKm0F8vyBjUKUUQVZXnul2KCb2uTLQYhAyVh4J/278DamalRL6PCx0pRRibSLvvXZDhwpS+7fhjH0cr2RNVk3hXZ7TOOSFFqjO6tV5ooXNzYtGg8Cud9kdULWjHZXGoU4ogqihOuxXdL6uTaDGqFLG+iCo3bv/VpLr88/n7pJ9BGI9IHmKMoUPj8/lj6pMiiPhAu+8RUqQ7oluGl1H9bEq0KPrU3kpeqCMp/tBC54Q2OBxAv36Bz/BDY6FQuHjp9NvWXHBtb0bDE0W4IitL24cLcDiAJh2P45fC6+G12qJ6ATusDvS7oh8cViM6Uh6jxaCfY7j7k2WolZWC/z1ylfSFAsE5rlRRXsKGEccS40ej2T+uCJR1IHa9Obsd01p3g9cq/Uu88MtyYKRU4Fo9fZv0Pi1X0JHmiL+eEsbkk9PMa2zN48Th4MuH3RZfswSX7PNabbA98iD6WXxwCDsjxMp6mo5xk0yorDf1xpHqjFhPAxXv30S3n1SXw0h1lIF9FRERJbTolPKJjJSSiwNT2NLhgKN3L/RDpbowhvullDSF/gjskHfnx8vwQLsGeLrrJaqfJ9q9ZRZjxBELo64/noKCAmRnZyM/Px9ZcewcIAghjYbOAgDUyHRh9fCuIWmv3NESI37dyl97YOwtYfcBQPUMJ9a8dFPEvHpN+gfL9pwBACx89npcVCMDo3/fiinLDvDXtKiThT+e7qRcIUKUTUfycPtHywCE+lGO+dtO4rEv1/DHUvcFYyHTZcfm0TkY+M06zNp8HADw2cNtkdOythrRiTjz9+5TeHjyKv446Oepy/bjjdk78G3/DmhTvxqaDJ8NANgw4iZUS3MmRFaCSATBOu6Nuy7Dgx0axC2fRTty0XfqagDA7te7w2GjCQVEgP9+tx6/bTwGALiiQTWsP5QHAHjqxib4cOEe/rq1L3XFBRmuRIhIqOC6txbh0NkSVc/44YmOuKrR+ZEvJEzFsJ8247tVhwBE336Xw+Pj0PSlQHvuzyHXoUnNTNXPNDLR9q/Q25bQhtJSoH//wGf4obFQKFy8dHJ53Rg7+wPYyuJrrNJSYPWUhnhl1qdwed38/PmRt7XEvy6+gL+uTnbFmkWl3lL0/60/Sr1GdKQ8RovBqJcaEAge6/oEwatLPL6KNJYYPxrN/nFFoKwivUtLMXb2B3B5Qxe47HNNY2wbnYOrGp0fsuuiMC709G3S+7RcwdKzpfHXU8KYfPJZ8xpb8zgRlA9PmSW+ZikvZi6vG+6+A9C/jy80L7GyflbHuEkm1NabOuPwlGHs7A8w7IaG6POvRnz6kJuaomf7+vxxsHpOdPtJtU0j1VEG9lVERJSIdqTUpEeuwgPt6oueE2uzycWBKWxZWorSPk+G14Ux3C+lpCn0B0R3wtYcsxgjjlCnFKENXi8weXLgM/zQWCgULl46OTg/Htg0D1afL/LFkkR+m3q9wO7ldXDnliVwcP6QO5z2iqpAWPV6OS8mr58ML2dER8pj6BiUQyB4rANZg9cXe/whaYnwo2ntrwSBsor09nrxwKZ5cHD+sFP28pEaFouFn1okbPjq6dtk9+mpM4XA5Mnwlnjjr6eEMfnkEvMaW4s4yS/x4p99ZwJ1mqB8+PzxNUtwmqyD84P76ltM/sIempdYWS/3lS5xk0yorTd1xurz4YFN85AGDnZrRZvJYrGEHAffw4luP6m2aaQ6ysC+ikglJY7lleLgmehGSTntVtht4m3uypvTAPJxYApber3wfvFNeF0Yw/1SSuqt/5FzJdhyNF+fzGRgYhP4TBEM8YU6pQjCIIhWUjrRuHp6hRw0ozcuKLGrWANHjqa1A0OA65+XxqfRZjDGJ1oXBb/4iK1bQajnhneWAAA2Hc1LrCAEbvnwbzzwv3/w47qjuuZLy5wTUgTf4RYLwjolhKNsYn1vE4nnX2MXRn1tdqoD9aqliZ6j3feMzbVvLsKtHy7FYZXTNNVCVYQ4hu6U+vjjj9GoUSOkpKSgQ4cOWLVqleS1EydORKdOnXDeeefhvPPOQ9euXWWvJwijoa6Siv1mYSNqyE1N4ShvZFFdaRyibeDMfroT7mt7IT5+8EoAwPBbmvPnaDcY4xNth2Xwx3hq+MaX4FoxROI4ci4whWF2+dp4ekG77xFSBGtdC8C3lyBIC0LVc3IhXNICAFpfmI2+1zQSvbbEEz7amTAeO04UJloEQgTDdkpNnz4dQ4YMwciRI7Fu3TpcfvnlyMnJQW5uruj1ixcvRs+ePbFo0SKsWLEC9evXR7du3XD0qL6/slVZXC5g5MjAZ/ihsVAoXLx08tgcGH9NT7ht8d1xweUCLr/lIP7X8U54bA5YBM2ozBQHxtzdGkBo55jL5sLI60fCZTOiI+UxWgxG3U4VCB5tf1LzOll4+77LUbdaKgDg/HQnrmkSWCeMYywhfjSa/eOKQFklevsdToy/pic8EeqA4EgpYaeUnr5Ndp8G62JLqiP+ekoYk0/OMq+xtYwTiyXwwGD5cDhYXM0SnCLrsTnAXhiCkcN9oXmJlfVyX7myXGZ1WWJQWW/qjc8eqKc5pytkuh4Afo1OoGL9mUS3n1TbNFIdZWBfRSRKJfr8qxFWDOuCmwWbxVgsFqQ4Qndg7HRJdQBAsTt8GQ65ODCFLV0uuIY/H14XxnC/lJKm0B86zWQxizHiiGE7pd5991089thj6Nu3L1q0aIFPP/0UaWlp+Pzzz0Wv/+abbzBgwAC0adMGzZo1w6RJk8BxHBYsWKCz5FUUlwsYNSqkU0pwGBOnCt144YeN2Hg4T0sJK1AonBqd5PDYHRh/bS+VnVKRf911uYDWd5/ER9f1gMfuCFvUMXgoHFnjsrswqvMouOzmqyTj5a+4Uy643+HEyN+2Rr5eAreXAwB8s/JQQvxoWvsrQaCsEr05hwvjr+0Fj12+Dggudi6cvqenb5Pdp8G62JbhjL+eEsbkk7PMa2zN48RVUT4czviaJdi54LE7wEb+H0a9Zg/vlKpc1st95cpymdVliUFlvak3XkegfmAul+SaQkDFD3uJbj+ptmmkOsrAvopIlEoE11u1Rvi2nOYMdFKJdkrJxIEpbOlywfXay+F1YQz3SymZKP0NuUyJKYIhvhiyU8rj8WDt2rXo2rUrn2a1WtG1a1esWLEiqmeUlJTA6/Xi/PNpa05dKC4GcnICn+GHMTHsp034fs0R3PHxMo2FLEehcGp0kiPVU4Yvp7+MFHeZiqdErmCLi4GF45rgs+9eR6onPC+xWQvFnmLkfJ2DYo/GSutAvPyllKjfgeWCz1u1F/mlyhc8XHPwHABg1f6zCfGj0ewfVwTKKtHbUlKML6e/jFRPGS6rly15XbBTSjhSSk/fJrtPg3Wx/1xp/PWUMCafnGteY2sbJxaguKJ8lJbG1yzB92Cqpwy45R7kdPWF5iVW1st9VZxbbFaXJQaV9abeOEpL8eX0l+EoLUGTGhkh525sVpP/n+M3HEls+0m1TSPVUQb2VUSiVMJe/s61iDSQW9Wr2No+zWkHAJR6w6fvycWBKWxZXIziLreH14Ux3C+lpCn0jwOi3weqqjEE2BMtgBinT5+G3+9HrVq1QtJr1aqFHTt2RPWMF198EXXr1g3p2KqM2+2G212xBXdBQYEygQnA7wfmzQt8hh/GxO7cIo2Fq4RC4dToJIeNcbjuwHpAZOctLfH7gaPbz0dHbIGNcWHng+9cYWXpZ37M2zsPfma+efLx8lfcKRf83HOl2j0yAX40rf2VIFDWj9j1Zn4/rjuwHjbG4dvHOkheJ9Yppadvk92nwbp4o4+Lv54SxuSTPeY1tuZxIigfHKePWWyMg3XxEsyDPTQvsbJe7iu/x29WlyUGlfWm3li4QBxOYxxqZqVg1n+vRaYrMLr1uqY1+OuCnVKJbj+pLoeR6igD+yoiUSoR3P3WJtIp9cMT/8Lkpftxa+s6+GDBHgDi64nJxYEpbOn3w79wcXhdGMP9UkomSv9Ej5MKnQ4Y3FbZDMEQXww5UkotY8eOxbRp0/Dzzz8jJSVF8roxY8YgOzub/6tfv76OUhJEKHqPJq38jg0u8JrIXQCJCqxWWnC3qhAs+23qV0NmivQUPrtIpxShPVQHGgeLxaBTLYgqR7BeCL6ZW9bNRoMLKnZhy04N1N1UPScPjvJ3rlhzLMVhw8AbmqDhBel8e5o2liFih2ImiCE7papXrw6bzYaTJ0+GpJ88eRK1a9eWuCvAuHHjMHbsWMybNw+tW7eWvXbYsGHIz8/n/w4fPqxadoJQjpqKKfYODLHhyABtVaoH0XzJol2gqg7DftoEACgsk5+uGYwJHxc+0pEgkhV6JxFGgI9DiVezlTomko7gj4PBEVOS14nMNEgWxs3bqer+Kcv2AQA2HcnTQBptSLSfEp2/UTFkp5TT6UTbtm1DFikPLlresWNHyfveeustvPrqq5gzZw6uuuqqiPm4XC5kZWWF/BEKSUkBJk4MfIYfxkTcC6tC4dToJIfb7sCLNz+FUlULnUc2WkoKcM3De/BKt35w2x1h7apgJ5WwQZViT8HE2yYixa6x0joQL38pJ8rALhfckhK62OErd7RUnHMi/Gg8+8cRgbJK9M5nNrx481PYds4je11wcd1EldFk92mwLralO+Ovp4Qx+eRq5jW2lnFiKX/gizc/BbfdAaeT6WIWt90B73tvY+IEX2heYmW93Fcp1VLM6rLEoLLe1BuPw4UXb34KzCkuZLDjwucP1M+Jbj+ptmmkOsrAvopIlEoEd1IcclNT1M5KwXPdmopex880EPkCIxcHZrDlZyuP4pVu/ZDz2AFFcr6x8ABevPkpvDR7T9g5M+gPaP+9NPRx5d/GzGKMOGLINaUAYMiQIejduzeuuuoqtG/fHuPHj0dxcTH69u0LAHjkkUdQr149jBkzBgDw5ptvYsSIEfj222/RqFEjnDhxAgCQkZGBjIwMyXwIjXA6gf79pQ6NhULh4qWT1+bA9MtzRIcHa4nTCVxyw1n8sDOwzprU7nvCytdpc6L/lUZ1pDxGi8GoX2rlgrM1oSM3H+nYSHHeifCj0ewfVwTKOhG73sE6IBL87nv+imDS07fJ7tOgH15Mc8ZfTwljViSb19haxwlzOvnyYXcAvXUwi9fmANevD/pnVmomi5b1QJqSsl+lUVlv6o2vvH5o43SKnneWd0p5/Vz5cWLbT6rLYcQ6ysREqYTbF/Bl3WqpWDHsRskZBhU/6opkJRMHZrCl1+bAD1d0xX1t8yER+hHvn355DlqI7C6cOP1j62XSZWCTGYIhzhhypBQA9OjRA+PGjcOIESPQpk0bbNiwAXPmzOEXPz906BCOHz/OXz9hwgR4PB7ce++9qFOnDv83bty4RKlQtSgqAlq2DHyGH8ZE3NfzUCicGp3kSPOUYt6kAUhxa7ewtRhFRcCvw1vi54nPIc0TnlfFmlKCezxFaPlJSxR54rz4fByIl7+0QLaDqqgIXIuW+HPVXs3yS4QfjWx/zREoq0TvYB0gVi6FBBdbFa4ppadvk92nQT94z5bEX08JY/LJJ8xrbK3jhBUW8uWjrMQSV7ME6+Y0TykcV12Dls39oXmJlfVyXxWdKDKryxKDynpTb1xlxZg3aQAcJeK7Y1nLv1Edzw/U44luP6m2aaQ6ysC+ikiUSrh9FYtOS3VIAfJTN+XiwAy2TPOU4ueJz2HqM5cokrPiO05J2Dkz6B8PRJfwqKrGEGDYkVIAMGjQIAwaNEj03OLFi0OODxw4EH+BCGk4Dti2LfAZfmgsFAoXL52sjKHpmUOwxnneIscB546n42IchZUxWCpN4OPftwIxOMZh26lt4ER26zM6RovBqL3LcbBu34blu08BrrTI10tQK8uFkwWB3UX9nF93PxrN/nFFoCyH2PWOtg7gR0oJOqX0LKPJ7tOgH+b4ufjrKWFMPtlnXmNrGScWC8A4ji8fHNPHLFbGYN21C9tgC81LrKyX+4rz6RA3yYTKelN3yuNws0Rde/hsoDPqia/X4cDYWxLeflJdDiPVUUb2VSSiVKJWVnRTqawyI6Xk4sAMtrQyhovPHsVppCmSM/hetYi0bxKlv7HWdCoXxgzBEGcMO1KKIIj4IjV9jxbpjD96WPjd+9tU5EcuTQqc9vI1S6pwo4WoeuhZf9HOi4QUFeuc0yYkVYE+/2qE+9tFtyu7RWz9C8KwJNpLic7fqBh6pBRRNaE6XR/CFzoPfJL544Pecd2iTsXGDdTRmBw4ytcs8fioUyqe0JdO40C+IIwCP+WGQrJKMOr26DeXkRspRRCVCW2SU4UShEZKEdqQlgbMmRP4DD80FgqFi5dOpQ4XHrlvNEodrsgXqyAtDbj5mW0YcM/zgbzC6sHw3UPSHGmY02sO0hxGdKQ8sfpr9ubj+O9361Hi8cVXMEjMJw+SloaX/jNOdTxYBUPhUhPgR0PXAVojUFaJ3tHWAcGFdD3+xJTRZPdp0A+WbGf89ZQwJp9c3bzG1jpOWFoqXz5cLhZfs5QXrVKHC+7vv8WcWf7QvMTKermv0qqnmdVliUFlvak3bmcKHrlvNLiU1KiuT3T7SbVNI9VRBvZVRDRWwiKzppRcHJjBlqUOFwbc8zwe+L/diuQMvlfLRNo3idLfSL/Tztp0HE9PWx+wj9GDIc7QSClCG+x2ICdH6jAm4l5ZKBROjU5y+K02/HVRW+0fXAm7Hah3eQn+dF4pet4qMlLKbrUjp0kclNaBWP315DfrAAAX1UjH4K7i2/6qQbYjSojdjnXN28N/vIBPuqV1ndgzFHQ62iz6+zFe5cWQCJS1I3a9o60DHOXT97yCkVJ6ltFk92nQD1c77cjpHOfMJIxZkWxeY2sZJxYLwGx2vnxYbfqYxW+1gcvpgpwsW+gJ0bIeSFNS9qs0KutNvfFbA3F4uyN8FzExEt1+Ul0OI9ZRJkZjJeRGSsnFgRls6bfasLTJlejZtgx2Bb0Gwfdqc1v4zWbQH4jD91LB8977cxcAoFntLDxpBmPEERopRWhDQQGQlRX4DD80FgqFi5dOGe4SbH7vPmSI7EyhJQUFwJdPtMGydx9FhrtEZKHz4EgpwT3uAmSNyUKB24iOlEepv04XueMjkADZ91tBAWa8eHNIPIzv0SbmPKwC9+aV5evuR0PXAVojUFaJ3tHWARUjpSo6pfQso8nu06AffKeK46+nhDH55CPmNbbmcVJQwJeP0mJLXM0SrJsz3CVw1bsYWVksNC+xsl7uq4IjBWZ1WWJQWW/qjau0CJvfuw+OosKork90+0m1TSPVUQb2VUQ0VoL/UVek90IuDsxgywx3CZa9+yje7dVckZzB92paWfiulYnSP9FrB4rlX5h7xvjBEGeoU4rQjsJCuUNFcBxDqccf+UIJ/BxDmVfkfoXCaaGTGJkRtoLXCm+ZHZneQF5SC51XfqkWeuKktA4o8Zfea5iITRdMr9Q5EVxLKBYqb1+cCD/Gq7wYEoGySvSOpg5w2gM+9fpD15TS07eJ8qke02qBCj/ooqdEJnyyiQuQlqIzFlo+9DKLtagQhYUi7wOxsl7+j4ldlhhU1pt6EozDym0nORLdflJt00h1lElgjIW/Q8qVOFvsUf384Egpqa4OuTgwgy0zvaXwlCmfXCXXvjGD/rpRxY1BnVKEoXlo8ko0HzEHuQVliu6/efxfuGzUXN2+0JgJWuhcnFganEoJ9vt9v+YwWoyYi29WHuTPKY31yghHStFC58lBVV3o/MMFu9FixFz8ue1kokUhkhyqKolI6NFGILTl2e83osWIudh5IvRL/6S/9+HKV+erzyC4phStdG4KEl3PJzp/o0KdUoShWb73DABg5qbjiu7fnVsEr59hw+E8DaVKDiqPpLGKTN+risSrvSlm1hd+2AQAGP7zFj7t903HNMlPOOKrqvs0WbBbA69sfxVr+L4zP7Dmwv/9vDnBkhB6Y7EkfqoFQQDgX+K0I6T5+Gn9UQDA//7aF5I+/s/dmjyfdt9LbrR+B1GYiEOdUoQ2pKcDW7YEPsMPYyLqBaGVolA4NTrJUeJw4aZHP0ZJnHffS08H+r69DXf3eVM8L36kVIX90x3p2PLkFqQ7NFZaB5T6q3JnXTyQe8G5namaxINQjbQE+DFe5cWQCJRVone0dUBw9JufJaaMJrtPg36wZafEX08JY/LJNc1rbK3jhKWl8+XDmcLiapZg3VzicKH470XYstEfmpdYWS/3VXrNdLO6LDGorDf1ptQVqB/8Ue6Olej2k2qbRqqjDOyriJQrUfmd26Hx+YoeF3w3i41Kl4sDM9iyxOHC3X3exH/e26FIzuB7tcyZEnYuUfobsVPI60o1fjDEGeqUIrTBagXq1w98hh+qRtN+AoXCaa1TEM5ixfGsGuAs8S2OVitQsy7D8ezq4CxW+LjQKUAVa0oJ7rFYUT+7Pqxxli0eKPVXvPqkou1r9cOiSTyE6mHR3Y/xKi+GRKCsEr2jrQNs1vDRjHqW0UT7NN4NyaAfYLfGX08JY/LJdvMWIC3jxAILmLWifFh0MgtnsYKrfyHqN7SG5iVW1st9ZdUjbpKJCPXmvK0nsOVofuLkqwSH8vohSgcnuv2kuhxGqqPMHOflSlR+5ypt/1XMNAh/S8nFgRlsyVmsOJ5dHdk1/YrklGvfmEH/eCAWJ6yqGkNA1dWc0JbCQiA7O2SxT8FhTMS9B1uhcGp0kmLL0XxkeEqxZfz9yFCx2Hk0HR6FhcCbvVpixfv9kOEp5acCBbGIDD8u9BQie2x2whfrVIJSf8VraH60w3+tRUWq4wEI1aPArb8f41FeDItAWSV6R1sHBMuocPqenmU00T6N9yDaoB/8Z0rir6eEMfnkY+YtQFrHCSso4MuHu8QSV7MEYyzDU4rMRpcgu5olNC+xsl7uq8JjhWZ1WWKQqTe3HSvA41+txa0fLk2sjAJcpcXYMv5+OErCdxETI9HtJ9XlMFIdZcI459th5UqobWcFscgsdC4XB2awZYanFCve74e3erVUJGfwvZomsrtwovSPeUaODkOrnKXFxg+GOEOdUoQpSNYZ/LtOJqbySXFYcX66MyRNbkvbqoSeC52LodWi5MKFzqu6T5OF4CaMVW1NqQqqqt5VmGR9+ROy7D1VlGgRwgi+RikkTUycXiFy0/cIojIUJeJQpxRBJBCtvlvG2pFyZ5t64c+gphaAODY4o/S1Vo0a4dpY1E5KDmwyUwQIIlnRM9qpZBkDI/ohKBPtvpe8KG0H00Ln5iLRTahE529UqFOKMBxyhZUxhudnbMS9E5bj4ckrcehM+HBQM5GoL5dijSoLP1JKX1mMhtWqTYtz98lCPDRpJdYcOBvTfX6N7B8yUkqbRxIJhp++V9ULaTk/rz+CvlNWoaDMG9X1Z4rc6P35KszeLL+b64RF+2TPE/oiDPd4Rv63Kw/hsS/XxDEHIloM2fFehXff23ki0J5Ze/BcokVRRaSoUrrLWsWarImL22jfb4Qxoc5u6pQitCIzE8jPD3yGH6om+GVsy9ECzFh7BGsOnsPfu09jyPcbVMsa59tkYQCKnKloNfh7FDlTlT8nivdgZibw2o+70PHpyfCkhu/uEKwPhSN1Mp2ZyB+aj0ynhkrrhFJ/afVeePSL1Vi65zTu/XQFgOi/TJWlpKmOByB0pFS6I0N3P8ajvBgWgbJK9I62DggudC78NVbPMppon1au556ZvhGLdp7ChMV7o7r/zTk7sGTXKTz5zTrR80E/lGQ4UH/w3PjqKWFMPrmueQuQlnFiAYCMTL58pKSxuJnl/37eDI8vsAFIkTMV+ft2IT+PheYlVtbLfZVZN9OsLksMKutNvSlJCdQP/oyMqK5PdPtJtU0FD+j9+Sos3XMa90xYbgpfRaRcCV+lnc4evroRAKB9jLvwBX/MrLR/UCArmTjQ0pZjZ8u/35RS5ExFx6cnY+h32xTJyb9XXeG7ViYqlpR2PsYzf09qehIULHVQpxShDRwHHD7M18iVDmNCrLAGv1+X+fwh6bmF7tgzUCicGp2kYIzByjjUKTgFK9PwwSJwHJB30oY6+adhFevFCo6UEt7DOBzOPwwuzrLFA8X+0qhX6lhemeQ52TWlfH7N48HP6e/HeJQXwyJQVonewTrAYZFvKPHrVgh6pfQso4n2qZR18kujGyl1ttgje56vizkOvoKU+OopYUw+2WfeAqR1nDCuok5kOpnFyjhYjhzB4YNcaF5iZb3cV5yPM6vLEoPKelNvLFygfrBEKWSi20+qbSp4wImCMrFk08GPZCpXouulNULO39isJpY83xnf9O8Q03P5mQYibym5ONDSlpHeb0qxMg518k+jKNeuSE657zhmjiVViDVm/FXVGBVQpxShDcXFQKtWgc/ww4RjgQWMMZwuciP/VF6IcPmlXv7XUTm01qnU40eR2480rxvzPx+INK+CDrZyohn2WVwMjBtwMX6a+iKc7vAdR8S2tC32FqPVhFYo9hrEkTGg1F+JHppvKy1RHQ9Bgp0YxZ4i3f1otDogrgiUVaJ3sA7I8EXoNCl3qMdfUV/pWUYT7VPGGM4UqS8XUgT9kFLix/HPr4+vnhLG5JNzzVuAtIwTi8UCFBfzdaK7zKKLWdK8bmRddyNaXW4LzUusrJf7qji32KwuSwwq6029cbrLMP/zgbCXRbdsRKLbT6ptGqmOMrCvpOBbt+VK2EtDfWmxAA0vSIfDFtvXY7k1peTiQEtbxmvsT5rXjZ+mvoiPnm6qSM7ge9Ul8r0jUbEUj8331LZPHO5S8xYsjaBOKcIUqO0mYGAY8etWXPXan7jmzYV8+qlCNy4fPQ9d3l2sMocY5WEMrUfPxaszt4WlR8OOEwWV7lMvEz8nXv2jTI1W87rlfCk3dFjLndXktikmjIc1wht5/6lAY2XKsgPxF8aAnCvxou1rf+KndUcUPoEWbTAjRlxeiKh6VLzTqR5JFrRan1FsFDNRtXj2+41o+9qfWLLrVMRrKUrEoU4pwnDIL3Re6TiGov3VPwfD0v7eHag8Dp8N78GPJxwDvCIrWkf7Ppu++rA6AUQXOheZv1cFiVdzM9q2j5aLWAcbSvSlzhxEWmN/3raT+ghicF6btT3RIhA6YUGlVxJVZlUCI7o50u57z+dcqpsshDZU/hHQqvBXSVv5L0o+6pSSxGKglbzjUb/8tP4oAOCjhbsV3W8g8yQM6pQitENkwVatUbqzReUpWYXlCwrHWgnEa/25oDxef3znErtS/Sh0pIpOUQvagqtkYzMuch5Eib/0eDFE2mGyUOUi50GCfuYYS4gfq9R6jQJllehd6ExV3CDWewF7oxGt1aIxL/9ucEa3TpUqJIzJJxvR2FGiqeiV6kS9zMKlZyIzU6SyFivrgk1eiBhQWW/qCWOB+kGqGgkujt24esXi2YluP6m2aaQ6ymSEtL0yM8M6pZS2/5z2wNdpqTa8XBxoZct47vxX6EiFK9Uf+UKp+2XatGaNJSmime0g6apkM0aM2BMtAJEkZGUBBQVShzEhWlYVvCmkKugiVxoue2YGDmRlAYheSDU6yckWlAcIr8x2nyySuD/0OBrzZGUBo37cjWuWfI5+6eG7x1hFBkplubJQMEwjpXVGqb8W7zyF53Oaqc6/cvRFO6qvJCWdjwe1BOMiIwF+1LK8GJVle04jr8SLW1rX4ZXNQux6B+uArJTYX8l6ltF4+LTU48d3qw7hpha1UP/88N15tCRSNSmsixs8Mw9ZWbcozmvGmsO4uGYGrmxwnvgFEsasSDZvAdIyTiwWgMvK4v2Sms50MUuRKw15B3ahoHqlqBEoV1HWA2lKyn6VRtSW+rFwx0n4OeCmFrWiur4kNfBunpiZJXreWumHvUS3n1SXw4h1lPngW2HlSpRMXgmgYqaE0t8knbby9R5F1qeViwMz2LLIlYZrhnyOEdftQlZWc0X3X/bMDDRPCd/1O1H6x9p9F0uHX1SdUmK776Vl4OD+43j9l+3IaVkb97S9MCYZkwEaKUVog88HzJ0b+Aw/TAhSdYiN8+O6fWsBny+mRa3jpVNQHhvnDxv6KzblUIxo6kufD9i12oVr96yDxS+mRHChc8E9nA9z98yFj0ugIxWi1F9bjxXA7VP+i1A0yLmLeX18PABAu0YSX2qjINgp5fF5dfejEeqAeNNr0koM/HYdDucW8Moq0TtYB1zbqFrMMuhZRuPh07fm7sArM7fh5vF/afdQCSJ13gf9YPVxKN1XXbGeK/edwfM/bMLdnyyXvkjCmHxymXkLkOZx4quoE/06mcXG+WGfvwBz//CH5iVQrrKvfGU+s7osMYjZstx28d6yvczrx6NT1+CxL9egoCy6UZFWn7e8fhB3ML+GY7noiW4/qS6HkeooM8d5uRKcJ9T3SqeYBUdKeURGSsnFgRlsaeP8uHbPOuxZnaJIzuB71eILL2dm0D9WlC7BYfH78OpT47FgyzE8O2MjDp2JbkOFZII6pQhtKCkBbr458Bl+GBNi5VnLRbhTvW58OWMkUFIS0wAsNTpVRqhHUJ5Urxu+OE7fKykBpoxsjE9+fBtOd1nYebEtbUu8Jbj5m5tR4jVf5ajGX9Hsxhgr0b6nbGWlfDw0q52JcfddrjjPYKdrqU9/P2pZXozO2VPneGWV6B2sA57tFPsvY3qW0Xj4dPmeMwCAYk98O4KByDtrBv3gKvEhd0YHxXruOx3F7jkSxuSTT5u3AGkZJxYAKC7h60S326KLWVK9bmQ9+BBuvsUWmpdAucq++r8v1pjVZYlBzJY62U7YeVDijq7ucXoC9YNNZBcxoKKdGhwplej2k2qbRqqjTBjn/IiXciX8RaF1daR1HaUI7tYn1naUi4N4fa/QklSvG5/8+DamjGqsSM7gezVFZEfpRMVSPKc6RvM1Tix7h7sMk757CanldsotDP+eluxQpxRhamTX5tFPjJiRkjvandfUVqhinXF8x5+RDWciwhfljw5hDAy6sQkaXhA+5DlaaKFzcxD8lTXFbkuwJPqjxYgIoy0QSuVNW4QxYmTb/r7xeKJFSBri7Wclzw/eI1XfWC3ho80JY1PsCR2io3iklE1+TSnC3MRSpP1c5BiI5nlGa9foAXVKEaZASeGM1HGz/7T4ek16IPVFLNqdO9S2ecRevJWHnldl4m0CudhcvCtXs3yCPq28eL2RKfP68eDEfzBh8d5EixIGYwxPfbceD09eGdL4dHsD9v186T5lzy3/NNLuNEbGSFbacjQfjYbOQqOhs7DlaD6A+E89qkpYLJaQCjmev3DHwn+/W0fbv0fgZEEZ7v5kGX5adyRueUz8ax96fLYCJZ74z/8JlmupEZcVnVLycXGu2IN7JyzHd6sOaSugxgT1GPXblgRLEj/2n9ZmiI5DZvqeXhikajQF8TRVtIMLImOklo4+UKcUoQ1WK9CiReAz/DBGpAt0LAt8Sz2Fs1iw64IGGPrL1pi+BKrTSZqgPJzFAp8/flWl1QrUvLAUe8+vJ2q4ilE1TJBmRYsaLWC1mK+qUOOvRL7cz89I5eNBrRwW/lN/Pyq1/4/rjmD53jN4c86O+AimgrPFHvy+8Rj+3n0ae3IrOrV/3HgMuy5ogHF/7lGkN0OgDoh006AbmoSl6VlG41UHxkrlYhHt2oCRqvtgXcysgOOCwqj07DVpJf//I5+vikoOAJLG5JPtBjG2AjSPE6uVrxNh0ccsnMWCvefXw/l1i0PzKpflz52nseV4Hu+rPdVji5uqwNjZO7DuUB6GfL9R/AJBoCiNmdf/2I6V+8/iyxXRrb+phmD9ICVkxQ7GgU+puvmDhbux5uA5DPtpczzFVV0OTxV7seuCBvh+3TFNn5tI+HeHsE7RAHt5A1qsDS/3jjaDLYN1Ya36pYrkrHivJlZ/vX7QiKZPSkwWJvguCFTNkVK0+x6hDRkZwNatUoeaEcsv0FL1T4kzFd36f4LGnCOmfmgtdRLKFpQHAHxRDPusfD8QXeWVkQE8NWE/7lo6Dv9JC58SFvxiJ3x0hjMDWwfEwZE6EK8Y1AK5KC51VcSD6ldoeVykOdJ196NS+5fqsLaQUoSNDeHos3MWJ+8zJXoXO1PQrf8nWJ4RviumkDuvqIePFu1BdqqDT9OzjMajTGnRToy28RbpOmFdXLf/X8jIiLz7Xn5pxeKt50o8AKLUScKYFckGrsAioHWccBkZvF9cqUwXs5Q4U3HXY+NwS9OtyMhoX3FCIIszhfG+uv3Jz1Dm8UcdN1WBwkgLiAsCJQOhMRNrvXC22BPT9Uq+8JU609Ct/yeYmi4+pb6iUyogvFTdXOzWZ1VnteXQmpXJx7qWz00owbgSlGMtkPthRO4dbQZbBuvCIZ0PIiMj9p2pg+/VZs7UsHMJ0z+O/VPRfo+rjDc1PSQmq2CfFI2UIjTC4wEmTQp8Ajhd4MV7H3mDhzEhvtC5dsXT4feix8a5sFfaCUL45UKMSipqLo/D741+TSmRsQKR8HiAtX9k4N71f8LqDVeCX+hc8GiP34NJ6ybB49dYaR1Q5a84vLCi/ZXG6vXw8aB67bDyT3cC/Biv8pJIhP4QusYi8JkSvYN1gEWkXAqxlf8aK5w2pGcZVaJbmdePo3niCwMbDf7d4PGhcGP9mGM3pg05JIzJJxeZtwBpWfYtAJi7onx5vdo9288xyR2OHH4v7l3/J/YsOi80L49AFoGv7lk/R3HcVFnKA+XEqQLkF/lV+VWPjp6z54rQY+NcWL3ibUUrP10+cJzo9pPacigsd1o+1xB4xHVTilj7mc9KJg60tGW8+lmCdeGaWRmicvr8HA6flZ4GKfWdC9A3lvSaARFNn5SYLMK2f1WFOqUIbSgrAx57LPAJ4MqRCzHkKQdOnotv4ZJf6Fz8pMvnxZtzPoTL5wn5tezy0fNkOwEqqagZFfJ44VU4fS+aX/3KyoBfJjTAiHmT4ZBoVAGhI0DKfGV47PfHUOYz3y4Q8fKXFsjFrcPr4eNBLcHpqYnwo5HtrxSh24Q+XLblKO8zJXo7vYE6wFoWvjuNEFu5P/0JKqNKdOv+/t+4ZuxCbD2WL3pez5mykX7cCNbFjjIOZ+e0jm/sShiTT84zbwHSvOyXlfLly+PW7tkDv1mH695ehF83HA075/J5MWLeZKz4+pLQvMrKeFnc7gpfvTrzfX3ixlREaJiUB0rXN+biujFLQvwaa70Qa6dUrF9QzxS5UZRfhDfnfAi7yC5igLAdFnh4ottPqsthaaloW8TM73b+e4GgHGtBxQ8S4YElFwdmsGWwLpzx0YWicvaduhqd3lqEBdtPSt7/5pwP4fSF9zwlSv94rvuodE0ph+C7IFA11xilTikiruw7pc1i4paYfoIuvzSKayt/SdGrJ10qn2gXpNZqrSEh/CKd6h6dFMTjhRXtEzmJ0ThKqILvtLgi9IeWMVKx0Ln8dTZbeaeUiRZY3n86sOX27M0nRM8rGQ2oOKzjXB6qYiMy7lji916eszUQk58tUbZBAblbnljsc65EXedAtJvEKGXT0YpO9UgLnZuoepbFr1eDWEfkVBp1WwvlD67COx3/vfs0AGDq8gOJFSQCalwTi1+Vtg0rt4Wq4uuF1pQiDIdYcdarcPoZg1WH3NR+oY198l7k6+WGH1c14t6olHm+cGqWdrvmkVO1QFhutewYCjZGIpVjfqSUCb/1xPOXyWjrv3jX7BUDJcznH7MQD9NS51J8UGPWWDur1XQIx3qr1OXBzWLMtNutHCZ8zShm1f91Qc2sFMX3i63JqjeJ3pnUTO2SeJoqmuVmkqSK0BwaKUVog80GdOsW+AQAC0NKo1P8YSIQFvoPF+7m//dbrPir0RXgrNawxohcY6KyilrJFpTHH8PuWesOngs5jqZRZbMBTVrnY0WDVoA9PK/gM04XufmtzW0WG7pd3A02SwIdqRA1/orHy/1A+YiRSHgF8aDViDgr9PejUvsb+WUtlI2TKMN/7zkZk96FZV54Ebif2eVvCu5Q4+MYvyC8nmVUXZnSXh45fH4OExbvxfpDgbpyzpYTmLnpuOw9/LvBZlH0/uI79qO5WMKYfLIz/HxBmRfvzNuJNQfOxiaYzmj5rrTAAmaz8eXLYmUxP7vM68fHi/Zg27EC8TxE3p9+ixUrGrRCnWZnQvMSyCL01dKLrlQcN1UWmw3HO1wXaPtYYverKgSFdOPhvKhuCdYPsEntvhcIpLwSL/JLvJJ1s151odpyyEm0TbUs3wlDUI4BwGpV1zNd8aNuuHPl3tFmsGWwLmzWpkBWTqlOKbnvOHrqn+hOOyFiP9Ixa6idquKPJdQpRWhDejowd27gE4DV6UetHquQmhb7o7SqOISFfvneM/z/pc4UPNLjVZS5UsP6s+UWqKukomYE5Sl1pkTdWNlxojDkOJqe+fR0oNerR/CfnsPhS5HefQ8Abv1waeAeZzrmPjQX6U6NldYBNf6Kx6tr9O/bBM+XzqHUUREPagk2klMd+vsxXuUlkYROraz4X1iGB36/Jia9v1h+gL8/0k02QStl/IJdAPQto2by6fQ1h/HmnB2465PlAIAnvl4b8Z6gH9zpDtTqsSq+ekoYk0+uGX5+8t/78eHCPeg7ZXUcBVOP1nHCpaXx5cuVymJ+9qdL9uLtuTvx7w/+Fj0v9v4sdabgPz2H49rBu0LzSk/nZUlNq/DVYw++rk/cmIiIX6rS07Hkg69Q6kyB1elXFTOxthuF7+DHv4pcN1hQUT9wUrvvCf5/6dctCW8/qS2HvtQ00baImd4DleHDRFCOAcCutlMq+HyRc3JxYAZbBuvCx946ISun1I/6/HvVFb77XqL0j2f3lNJR4d6U0PKm5QZfZoE6pQhtcLuBUaMAtxuMMTCfFXlLL4FHft3emKlc1JX0Xzl9Xgxe+o3oontyI6UEKqpGmEuFPN64TnFxu4ElX5+PQX9Nh01kqwuxd7Lb58aoxaPg9mnsSB1Q469EDr+3ed2CeFAHv/teAvyoZXkxCqFrSlUQUoZ91pj03nmyiL/f4pbfgkY4RSX4676evlXjU6lYVhLj0dyz+2Ts6xkG/WAv8yNv6SUx68lP4YhGQAlj8skF4ee3HQ+M9CnUaUt5pWhZ9i0WgJVV1Ime8mfvOFqMJ79ey4/qlSOaayrj9Hkx6K/p2PZLnVA93OGyuAvcGLjkK8Vxk6xE/FLlduOyie+J1ptxn0EfYwYMFfWDVaKetgrq51X7zyS8/aS2HHJlZXysB2l4QVpyvNsF5RjQYqSU9DBZuTgwgy2DdeH8KdVk5ZRa1y1Ybhwi37n01F/VmlKaSVH+PJEH2gXtSIBGShGEctxuYPRowO0GxwDmtyJ/WVNF23yKrimlYL0jqWudfi8GL/sODp83pul7AhVVI/xVLyiP0+9VPKw7msrL7QYWz6iDx1f8ArvIy0HsGW6/G6OXjIbbb+A3pgSq/JXAUb42r0cQD+oECfrUkwA/allejIhw7a+QMuy3xqS31VJxvzVCL76wiAaz17OMqvFpXNdwEKm8hEnRliP+3eDxI39Z09j1jKURKWFMPrnAvAVI67Jvcbv58uX1WjB6NPDYlHWYveUEbv9oacT7I7lf7N3n9Hvx+IpfsHVOo/BOqXJZPJ4KXw36+1vlcZOkRGyXuN1oOWm8onozEQTrB5s3cqcUIF036/VlU205ZO4yPtaDOG1WU7/b+R9+BeUYCB2FrAS5qdty72gz2DJYF875rqasnJxUp5TgO1dlEqW/gWby8Qjb/lUV6pQiNCce83Zf/HEznvhqbUwjiSJdGfgiE/oikpu+Fy0n8svQ7b0l+HLFgZjvfXjySsmKXQ4tFjrXYhngIrcPt374N8b/uUv1s5Qw6e99uHn8XzhdJP6GG/37Vtw7YTk8vlBHV47ZeK/XKFdEhPPytVvm3IBvYIOyeGcubhy3GGsrrdsGSK8ppQaLxP9ihHzpMZlLtYzBaGoq4SgNvRqgHh+HYT9tjuoduDc3MAV71qZjUT+/Cv5wGqZz0LQHz5QACJTDL5YfwDVjF2LtQfG1tiK2BWKQJ7fAwHu3JxMxltlYFzpXUyVI5WSmkQ1/7TqFG99ZLFlmAPF602SvnTCCOlVuZ9s0mr5nFJ76br2i+75fcxhd312CQ+X1aywYfbdGI4lnIFEMhaE7pT7++GM0atQIKSkp6NChA1atWiV57datW3HPPfegUaNGsFgsGD9+vH6CEiHE6wv9nK0ncKYo+qFXSjrHtJi29dacHdh1sggjft0qeY1ULgVlPn6KRizEvPNMhJEFSvl25UFsOVqA8X/ujnxxHHht1nbsOFGIjxbuET0/ZdkBrDl4Dot25oakV3Z7Ijtx/MKsVYsRw3QiAgDQZ8pq7DtdjIcmrQw7J4wLrTrfQ8pupEIY0idlMqdqOX8vChLVf/fdqkNRXTf0p80AAj+4RIuZvvRqSWiVGO7Nkb9txdG8Urw9d6f4/UqGSknw/oLEvNvMiJ7xGvOaUrHu7id5IEg2Ufl85PNV2HeqGD3/F/6eC2Km3dRipcznDzlW2ykVJJGLaQuz/n3jMXj9sf/K/sIPm7AntwgjftsS870+v3niJdb2Uyx+jW73PZGFziulmak+0QrDdkpNnz4dQ4YMwciRI7Fu3TpcfvnlyMnJQW5uruj1JSUluOiiizB27FjUrl1bZ2kJOBxAv36AwxHo2LFyyGh9CHZH7I+SK/uVO43kCq3UY7xWG6a17gafzR52v1xPv0BFWdy+yC8CYTZBebxWW9g5LXE4gCtuOIVfWl0Pzm4POy9mSofVgX5X9IPDGp0jK49AShRuHyfrr8ov68pxFe92ReXH182uWEjUa6mIB7UdD8H4tlli86MWRFteKmOUzpZSrz8sTWqkVEgZtnIx6x283xLhptApaYHPWMuoGpT6NN6IvQeESdE2KPl3g92CjNaHFOsZTW55PoTU+0F4G6cZ1NhRoGWcWCwAs9t5W1ltgWfDGv6ukfrRSslIKa/Vhl9aXY+G7Y+G6FHMLLwsQl/NuFx93CQbEb+cORw4cOcDiutNNSh5ywTrBzjFhaw8fU+qbtar3yKacuiR6bjw2+xhdZQlyucanWLOGqJbPKfvyb2jjWrLsvL2D2OMrws7djsrK6dUJyb/XrWGf+9IlP5G/KGWEylvVQ3Ddkq9++67eOyxx9C3b1+0aNECn376KdLS0vD555+LXt+uXTu8/fbbeOCBB+ByuXSWlii02LHztfeA1MDuClYHhwu6b0aK+g3EZFFSsbgdLgzt/l94Ha7w3fdkHpiaCkyaxKuoDkE2QXncjvjGbWoq0P2pExhxyxPgRBxTuUEFAKmOVEy6fRJSHdEpHY0/9p4qwr7yv3gi56/K787KYuu90LkwtzJ7RTyo/aEy6FGXPSUmP2qBpuVFJyJNnRXGhfB/YRm2OriY9LYI7rekyd8UuqZUIP9Yy6ga1PhU7zagcOHaaPPm3w1pDlzQfbMmsctxDFuO5od12JdYnWH1fn6pF0cKCgM2Pr/C2IVlXmw7VoAtR2MfRasVeSUe7D1VhDKvH1uO5st29Gld9rmUVN5WThfDpEmBNka0KG0njLjlCTR/cF+IHl5HCi9LSgp4Xw2/dbCmcZMURPqen5qKjSPHidab8f5xQiwmPD5ONraD9QNSxB0sbEKdLHDDadP/vStEbTn0u1JF26ZGfrd7fBw2H8mXfJcHU4utjhDd1C50LjcqXe4draUtK5cZMVnOFLlx4HQxf3z4bInslGSOVdSFPV84Iyun2I/6Xj/HlxuPM/w7jp6xZJQfPAHxNok/JbS87TxRiPnbTmJvnL8rGQlDdkp5PB6sXbsWXbt25dOsViu6du2KFStWaJaP2+1GQUFByB+hjNvemo/1Ofdi3c5j4BgD57XizOzLUKZg+QWthr9KPcbldWPs7A/g9LrDpr3JZV1aCvTvH/iUJcZ3W1Aelze+K/2VlgJ/fFgbr8z6FDZ3uGPEfigq9Zai/2/9UeqNpHR07D9djC7vLMGN5X9H87R5bmUsFnl/ha8hpfNIKZn8nd4yPh7UyhH0aZlPWz9GQ9TlxUC8F2EtNKE7hD4TlmHOa41Nb0vF/ZFuEtZXwdy1LqNyqPGpVL0er6ImNqosEkE/OEq8ODP7Mk1id9LSfbj1w6V46rt1Iel2d1lYvX/t2IXo8tZS3NPTg9KzFca+8Z0l+PcHf8etvoyGNq/MR5d3luDaNxfh1g+X4sd1RyWv1bzsl5bytnKXBZ7NecObr0oHO4jd5/K68cqsT7Htm4tC9LB7KmQpK5el9GwpXp85no+bfSdMVOklktJStBn9nGi9GbLTaRxeyGJfUAd+uw63frgUk5fuF70nWD9Y3eL+rfzD3su/rtX9vStEbTlkpSWibVMjv9ufmb4Bt30k7cNgKBXnFWra7q4YKRUeV3Lv6HjaUkyWtq/9ic7jFuNEfhnyS7zo9NYitH9jgfQzGOPrwmlvXSArp9hIqRd/3FTxnUtkI5dExVKiu6dEd9+r1Cb4ZuUhPPblGvy+Mfp1J82OITulTp8+Db/fj1q1aoWk16pVCydOnNAsnzFjxiA7O5v/q1+/vmbPrmqcPleMBzbNw19bjgUKG2dF0aYGENlsQRUxtU0krnVwfjywaR4cnC+s/0huDr3XC0yeHPiUI5p2sfBlUSFP+HShaLFGUZK9XmDDohq4c8sS2H3heYkNtfdyXkxePxleLjpHRnLPqv1nQo63KtiqO1rk/BWpEyqRQ3vt/op40OqXHa8/Nj9qkmeU5cVIfCixFlmQ0C9KFf+HlGHOGpPeVouFv9/i9cleGzolLfAZaxlVgxqf6l2mQhY6j6IcMcZ4P9h9DEWbGiiOXaGu//sr8OVo7taToRd5vWH1fqHbB3BW/DTNCW9JhbFPFRpna6bgJhLTZNbO0rLsW2ABfBW28nktmDwZABd981XJ9D0H58edW5bg0Op6IXpYfT6BLOV6lnhx38aKuNl0qDBq2ZKZiG0hrxcNf5kWsd6Mpu6IeV1NkWfO3xYoo1OWHRC9JVI9XVmEr1fuF62b9VorRm055Dwe0bapkd/tszYfBxD4MUCO0uIyXrdHOjZUnW/QpWKxKveOjqct5crNpiN5OHi2WPqCcjhWURcun3e+rJxi+f207mjFe5ULLzd6xpIRp+wJsfp9IeUt2BkfzRpVyYIhO6X0YtiwYcjPz+f/Dh8+nGiRTI/DZo3r1KfY+qRil0ML2aNpHGltolgrLdE1WHSo9yrLme4Kn2OuB5WXUdB7ofPKTw/p7JBIV0JVepnpg/j0PTVEs4Auf9q8m+9Jr3OuRZ0rYrhYR0ppWScLH2WTaGXpPUVYa4y8iHWs98fSoRGNKBqtmWx6Yu4okiAa78e80LkyUWQRWwLBzCRy0W61pDik1uUJ6FRc3rHYok4WXrmjler8grGeSJPFkrefY7LXB9+pse14bqJ4iaOjoqsGIucfHCORZNWKLIbslKpevTpsNhtOngz9ZfHkyZOaLmLucrmQlZUV8keow2G3qF4HR+524VzoiM+JIIcFlrDCzum0TrecaG/O2aGPEJWIV8W3eGcu3p23MzDHv1Ieac7ELOhX+Qth+LGe0lTuiGKi6Urgh5SbqK1gZIR2PHQ29i2TIxGpDAq/9Jj5C4MexFqdRWvNY3mleHXmNhyW8b/QN1JfVH16vWzihFSH96lCN97S8B1msWjbUS/G2oPncFJmXRUhwi9eUuU12TonlKKVFeIyfS8OcaRU3793n8Lo37fitZnbsOlInpYiqULB5m264/VzeGvODqzYGzoK32WX/3r76eLASKp0lzZtUCOWeMYCaxq+O38XFlfacdrLRdeFFEs5ie7HH4b3/9yNBdtPRr64nPxSL974Yzu2HlM2s+K7VYfw7crQkb2xFn+tq4tobQUYM7bihSE7pZxOJ9q2bYsFCyrmuXIchwULFqBjx44JlIyQwmNzYPw1PWFxuQAGWGwcsq/ZBadT23w+WiQ/vSYagrJ67Y7wTimZmsLlAkaODHzKEWsFEpTHYwtsP7F0z+kYnxBdh5LLBVx7zzH8r+Od4EQcI/arpsvmwsjrR8Jli24RdjHz9ZmyGh8s3IOZm4+H2cYZoeGgFAvk/RV5Tak4j5QKmy5YkeAWxoNKOYL2dticMflRC6ItL5Uxcl+LULTRv2/j/xeWYYuNi0lvi6VS/RmtLOXCxFpG1aDUp4C0X+Pl7tAOvOju4d8NThuyr9klquejU1dj8tL96DNlleRzhPlJdVCc8Vr5mCn1VEyPsdg4dHvoDFxZKoytBxLvnCHfb8BXq/aj+nV7NBOdc7h4W9kdDCNHBuwULdH4/9o3F4Yce2wO/K/jnWh8Y6geXpuTl8XhKHdRlgsfXvsgHzdOl4ErMR2J2C5xubD7iSF8vTn8ZY63tREtGKwfmMiCzUB4WbfAIVo3V47HhyevwpRlBzBp6X7c/tEyzeRVU18DgM/uDGmbavVcLfl25SF8sngvek78JyTdITFElTFgT24R1p4owfhresIRYXORaKn4ATA8cuXe0fG0JQPDH1uO44MFu9FnyuqQc36OC/0BVGrNR1ZRF97yUK6snFL1rPA714LtuXjvz13o98UaANHp//qsbfjfX/twywdLpS+SoLDMi2E/bcb//bwZhWUV0weN2M70O0LLG42UMhBDhgzBxIkT8cUXX2D79u148sknUVxcjL59+wIAHnnkEQwbNoy/3uPxYMOGDdiwYQM8Hg+OHj2KDRs2YM8e9Z0YRGQ8dgfGX9sLHrsTHGOw2DlUu3Y3JN7d8mhUWUg9Jiir1x7eMROpU2rUqCg6paKoQIQvgArbKd8TNZo6y+UC/vXAaXx0XQ8wESXEnuGyuzCq8yi47OrfmEfPlca0sLxa5PwVafe9RL6v3LaKeFA/Uipgb6dNOz9GS7TlxUxI1Q/CMmyxczHrHbzfEmG70tDpewFZtCyjkVDjU72nq1lFbCUHY4z3gy/FhmrX7hbVc8eJwHpBe09Jj9oV7kIk9T4QxoxwW3aLnUPOw6cDnVIGLkBS75wNh/JgsXNI77hTE9EtFgAuJ28rmzNQviz2GDqlovC/1x96jcfuwEfX9UC9nEOhnVKOClmcQRdlufDhdQ8J4qYKfYtQg8uFvQOf4+vNl15mFZ1SElPapYh1qmCsU40sFgtfZsXaT4B4p5Te710hat/BnNMp2jY10rv9wBnxelhqtDsDkF/q4X3JKfqSEk7FdLdw5N7RWtpSbG3UI+fEVxD3+llUI1AZGF8X3tKvMEKnlHz7yGt34si50BHG0ei/7bjyTciEu966RdbSTRRilvI7QstbsM2k1TRoM2DYTqkePXpg3LhxGDFiBNq0aYMNGzZgzpw5/OLnhw4dwvHjx/nrjx07hiuuuAJXXHEFjh8/jnHjxuGKK65A//79E6VClYExhlRPGb6c/jJYUREYAM5jw8np7VEqM8Ml/qNRxJ8flDXFE15Zy31xKi4GcnICn3JEt9B5uDypHgVbFQqfKSK7MK24GJjxSgN89t3rsIs4RqzeK/YUI+frHBR7ops2GamhF8k2WsZE0F9FReHPDBsZFbbGVIzrU8S8nkXlkVkV/wvjQStzlMToRy2Itrwkmmh9x5j0GgxCn3EeW0x6W2Dh77dEuClk8e5yWWIto2owik8r11WibbYYR0oxVPjRVezFyentFesp3DBDaqRU5Xo/GIecx4bPhl2I4txiMCMYG+JlRG6KWvD9r5XoluJi3lZlJRbk5ATyiBYl9Wiqpwyfffc6tv3vshA9HGWlvCylJeXlIbcYk797iY8bic3ZqhwR20LFxbjqPz35evPWf1tEY4axyPV07O/saK9j/GewzFpLJLZorzzyHmWa1s2Bd1D0esZSX4u2H4uLRNumWr4HtGzzCZ/Fya7BUPHOdYl8D1CC3FIJcu/oeL5TmYQ8QPiaUpUvC+rDsYq68KNna8rKKWVx3tbuUlTq+49K/1jWRpWLp9CNaqKPu8rXxuu7q720OKS86b2MiBEwbKcUAAwaNAgHDx6E2+3GypUr0aFDB/7c4sWLMXXqVP64UaNGfIUt/Fu8eLH+glcxGANsjMN1B9aD8/oDX/iZBWUHasBfuQYqZ+Jf+/CvsQtl1+VQLZdEelBW+P14dOqakHNylYDfD8ybF/iUI9Ze7aA8tso9IzFw4EwJ2r+xIGQ9qtG/b0Xb1/7E9vJfGfx+YP/mauh4aAssIjv9iVX8fubHvL3z4Gfx+YVBWLf/vvEY2r+xAKsPnFX9XIulwl+d31qMb1YeDDlfucESaTc+Ob5ccQAdxyzE3lMSDVURXvp5S2h+fL4sJB60evn54uxHMaItL4nk8NkS/GvsQny6ZK/sdT+uPYIObyzA5iPiaxqElGFmiUlviyW0Top0bZBgCMe7jAqJh0+VhviIX7fIng/ZqTBKOYJ+sPpZ+ftL+nq7zGrWb8/dyf9vk7hOGDOvzdyGG8YtLhfEgl3r0jHqp82wzJuHsjJPFNLHj8lL96PjmIVh6bKvOf79r4UEgco8aCuOC5QvMG0XJ6+MjXHoeGgLzu4N1cPK+QSylJcHjx+d9q/j4yaWnQGTmUhtoZ9WHUT15Uv4enPBn1bRmMkr9eD6txfjjT+2ayZbNCHxxFdrcdcny/lO5kj1dHhR5zSrm5fvPY3Gw/5A42F/wBvlYk/R1tdvztmB695ehLyS0LqG+cXbplq9B9YePIv2byxQteW9sN3a6a1F/P9+mUIvfOdaVex6LYbYD7Ny7+h4tpMYY5I/FPs4BmEpkJ6+x/i6cNu6TFk5pUwetPXeEwXwc/GJJSAwEqr7+3/j+Rkb1T+sHK+fw20fLcWsTRWDYK59cxHem79L8p6oBiaI2OrLpftDyhu/plTVGShl7E4pwhwIy5aPsZAv+FKV1Ot/bMfx/DK8JWi8iz1PlVwRHnSyMHxkkl+DrmmlFZJaThW6MWFxxZfrKcsO4GyxB1OW7Q+7VqyS02PHoMr5Cl+YT323HqcK3ehbae67WnILPRheqRMo0vS9WMJgxK9bcaKgLOKXZCHztoUu8hgsM2HDr6MXQxS5dQ4I4L0/d+F4fhnGzpZfmPnZGRuRW+jGCz9u0lwGYZmI1PgI6Wipwj5lDPhyxUHZa0J339PeVlJrlsjJIcWMtUdw4EzoDzQzyxvBC3fkit2iG6/O3IYTIouA67r7XshBYuM+muyr0pcIOSKZYcRvW6N6zverD+PQ2RL876996oUqJ5o6Yc7WE9hwOA/bjkU3fSjaBe6VxEfvzyvWsPtn3xmZK2NnwuK9OHy2NKxOlR9tpJ5+X6zBqUI3nvpuveJnCG0pnKom1ZZnjFV6jyrOWlSORFZPYh1QUvJwEUZK8dfFoE80U2KVLJ4fbXlZtOMUdpwoxIy1RyJeG61aq/efxZajoeX/aF4p3l+wO8onSOUfWYKgf6rSLtrUKUWoJnS3MBZS2iMVu0QWtVJPeO2o17onem6deq7EG5YmWslp4IxI5gvrlBK5vsjtC0/UmEi77ynxT+U1SZRQ+Qlqw5FvKKl7TNLy/+2deZgU1dX/v1W996zsm+yIbIqiEdFE30QEjFmMRg3xdTeJ60/UuCVGxLyJxBh3QMUoMVFQUTCKDiCr7LIz7PsMy8wwDDPdPb1X3d8f1VVdVV1VXdXbzMD9PA8P07Xe5Zxz7z1177lGs10Kh/llZm05tkA+nWhapWI1Jo31GDPmrst2J7ZQNP/2MBMK1VFmGOt1qSaX7a2ZJ9Hd97JHXmdmHcCWnm9RJOS2V+/efFZ7XOYdCEYLM/1Yqz+cSysez0GfSa/IdZ1SUNZlrvr8rdFxkNqfTB5Jt6upVERWnFImrs2kvM3eko/xW0v2nZMxpVowEQWGOqUoWcMTIGJ34IlxD6I2woAnAGPn0H7cVjgcxiptt6VqWzaDl4bmKNYnln/pdUTFtAZZu8a79Z/tdgPTpwv/G2IxqJSYnoiJQOdrDpyEP5zqZDJC3NnJ7QbG3n0Iz425C7xmoPPUhLvtbkz/6XS47ekybQ71O6zU9NHGECqPmt8S1u0Gzv3VHjD21A6cur+SzfK95D3WblLufJI8JpeHrGdKJcrbyea2Hs1gWl8SbD/WhCOnggXtBHidSRuQzVJieZ0xdg5vvUVS8h3neKzaX4+ghpNBvJ+kKSxF8O5EQeVaR42wWqdy9APPGtd4LoKTmoopJWvHYm4W7cdtNcyn2X6int9Tz+4zdg7XPngMMTeLJ8Y9iH1+badUOKYsF0IIvjvUgFPNwhKc+kAEG6tOmUyldYw6ymL7n4mcaMG5XFJZ2Rw8pk+Hpl1XE4lzWLWvHuGY9c/zEbsDz425C71/osxH1O6U0uJyJfSh3G1abs4o0iiJ2m6+8kZcKju5znqd5uOH5Qp1e17rCyfttEu7grUCnWvZ5kz6F/IPKGrd18OqvRaXGm870oTdNX7EHE5NG5VNOyAnF2NtPTtktOqBgVz2crtFuNZbjdroXJWlZlqIdj8TEMpA6ezXc+IRyRbe+shx7DnRiFqNmbPCtdrI9Xz1fuUsPzH/O2pPoT4QMZMtBUb9KiP21gnhNnbX+HFYJ1i+GYLROFbtr0fcYAoYIQTrZW0zAKw/lNo2q/sEYnmeQT4p6pSiZA8BQczmwEfDx+LjrbUgIGBsBCXDq5HO3ud6psIP/rYYv3xzNZbtOaFrIcW0xmypTiCjhszpBO6+W/jfCKtfTIzSo+ZXb6/BDW+utvR80Vg7ncCQqxox+4LRII7UTGg17k6bE3ePuBtOm7mG26ivRUBS3mHly8ZlkxfjJ6+vMOU8YMDA6QTOuqQWjE1rSrPxOrl8fs3RvpdIyZDLQ8fi7DpMYnk7LNZjLjCrLwBw5FQQ17y2At//25L8J0yGfLAjj0dhFXmdMTaime/XF+/Dr6evxe/+vUFx3O1gpftZl3FhaX3htaqj2WClTnOFeuktYDLQuRyTuinWQ9xpR8nw6pzkU2/WjJ7dZ2wEI8Y0Iu6046PhYzFtlfZShH+uUC7LXrSzDje8uRo//MdSAMDFf/kG101dhbU5XupjBrH9z0X5MQDgdEplZXMQ3Hwrp2PXlb+f/e92/Pqdtdhc3Wj5vTGbA7MvGI2yi2oU+eDsyXpzOBncfTewzxdWyk0r2JWsNZCuL6S2m7fczmvKjEf28cBo8GeFdO21vCvIMMDjs7dK6SU6gp1il+DImW2Wx6YLmZwpZdVeswyDOn8YP31jBca+shwBwqbYKCaD5+qSg+6/3uxhvT4cIUI9SbbeRL/bXDqSz1dj1Ebnsk1NeTdRHkv9+KrtsJL/5knSFna4uBa/nL4SI/+6SOf92mUu1/MV++oV55xOYMgP6/Grf67CpRqxCwHj9v2NJUK/6rfvb0ir0/LzH66twtHGEMa+shxX/H2p8Y0G/O7fG/Dr6Wvx+uJ9utd8s7MOv3xzNX6UaJuX7zmBp+em9mvUfQI6U4pCyQBCAG80hAXv3AdvNASeCDvjHHvncs2dz+TYNaZlZzNTojnRWC/ZVaf7HHla1Rg5IwIBYOhQ4X8jzBgQ+VuM0qOFuCW5WcTOVSAAvP/wQMyZ/nvYg6lfBrQGT4FoAEOnDkUgaj6ItxUyceSY3R42EAC+nTzC1C5NKTGmMkiXVUeWcieQ5DNEebhpcDv85Lzu1hOiQTDmz2s9amFWXwBgu8mYHblGLwg1APQo95h+jsL+RW0499zUfP9njRCv49u9yk5Zuccpu9/8Dpyi+ORbR+VYqVM1mS6hmm0iPkQ6zOimvB1zB6KJ9ivrV+s6pfTsPh+14fX7+sEdiBq2Cyf8yq/KCxNx6hoTy7VFm7ZSNQjIFUZLSZPtf45eFghIZREOMjh/OGPKrs9cV53xK73REOZM/z32vHGJIh/OcFBKS7BZ0IfVG44q5Cacv/1b2hTp+kJqu3npRXZNmZGbaaMA1lZIZ4+0bIaYXrZZW7DVus4jlDPbbJM92+zyPav22s4yOBlIzuYInmzStEHZtANycjJTKqN7GKkuHaHcbHuXrJ5UuTFqo3NVllqoZVzRz2UYkxuAEMkWvv1gf0O7q6eaRmOcQAD4xY9KwEdtiGbgcP7PmioAwIp99Wl1Wn3eysoLPcT+nNi/A1LbxoU7agAkQ6noxYlUlxONKUWhZAhLCAaerAKb2PUQhEHsZAkIZ6xMjjzFdOGJ/vbt8rRq3af7TB7YsUP43wirgc6N0pNLeB44ecyL/g1HwSI1E1rp5gmPHSd2gM9iZ8Dk8xmNgUz+8szzQKCmCFq7NKmLOifL94zOmYzNQEhSHv549TmGThMziHdzfO7q0Sxm9QXITWyJXGNlyYhChwmDHTuYlHwb5VC831Rhic9LyFQudTQdVuq0kGg5SOTlbcopBSLVA8MDsZMlOcknq9PL0rX7hMGJajcYHobtgtk4ePmKQ2ZomhLtf87khOOlsuB5Bnt2sZp2PZewhKB/w1GE60uV+eDlaRH0gSTSJ8oNyXPaThfUdnP3LlYqa7k0a33AySdEp/8oppfoCLaWFcpZ/0mmxyGTy/es2muWZRT55jhO0wblqh3IiW3K4BEMk6xLJscxpbQeZ9RG57JNTZkoZdDPTVm+p7pWrBqeJG1h84kSQ7urV5KGYy4eqKtyGT43GynRsyPZPleNlY/SemKvLic6U4pCyQC9aZ8AFK6PzdWNePLTrTgpWzf8r9WH8W+ZhxmwFsTxaKP2V+RM25lcbDbS2gzI5urGlNgiWp53dbr/OGdbyvrvtBgU/J7a1BlehehgmiF11rPyyPztNXj2v9sNlw4YyY5WPpUbBKSSm3gLjO7zs4UQgslf78JnG83PZCGE4PmvdmLupqOIcTye/e92LNxRi3gBvRyLd9Ximc8rEY3zef/+1BSM4anPtuK7Qw1oaI5qXpPpDKJWojqm0dN1rePhGIc/za3E0t1Z7Dwne7AZu27VFjVHuZQldFrkK+i1vBM8a10VPl6vrYevLtqLuZuOKo5tONyApz7bmrIFvBXUuTrWGMLjs7fAb3KjilnrqvDSwj3YW+vHE7O3SsuyBZ3ZlnwPA5yQ9RlaWu41bXXKsq0zG19YqMPvEvE9M0Im37tqfFqHFVQebcKTn25FncauymkeDwB49RvlblqZLOHPpa6L7euniZmi8kdrLd+bsfIgpizRX0JkBhujbI+4PLTLHE/w3Bc7MG/r8bz2lcV4Si9U7MKYl5clj0M1RsnRDoOF3FRG7FesT6NfxEJ6jGJKafHUZ9tS3t/adgTeWHVK0ZaoU6fcvCC7tFsRI7Mznw6fPPOm3KZGeqZQLKI2WvK4TPKG/dopKwEIHRY5f5pbiVsu6Z3zNGUy2Mv3Frgihdx9DwCum7oKW/9wjfRbqzOg/mr1wdoq/HttEDC/ismQOZuO4keDOiuOtVQTljKtWVXvajEQ4wAN7FKCX4/spfNQ/dyky6cUU0p2YS6+IkobqOShoNccaMCby/YDAK4bcZape5bvrcdbiW29m6NxzFh1CDNWHcKLNwzPfQJ1uHPGegBA7w5FhtflosM8uWInZq6rNlxGlGndtLL+X1qsmNZ3Vx7Ev9ekfrDI/N3pX57JIPTPX+5Ie02+ZirJ/eNPyjreWkz4aDOuvaCH9Pv6aUJcwmic4B83ZqZ76nxN+Ggz1h0074QQ0/xaYmvtbUeb8NVDP8DzX+/ErO+U+vLM3EosySiVuUf7A0Ph09GaeXH+bsxcV5Wz503/Nun81es7HToZxKGTQdT5I3j39u+lfab6KS9/s0d5PoM6NavqZq6Tt6/XX3iWYhirDnQe53g8+4Vgi64b0QPdyjLrtNlUM6XieegPz99eg3dXHsS7Kw+inTf7eE5GA/yNVacwdel+xTFCiMLW5273veTz882kL7bjs01HMXNdNQ5Nvkb3OvWMP8VMKZUD0spHIwCYua4KM9dVKd7f2szgdVNXKX4b1Q1PBKdspuRz7NiWd122Cp0pRckaQoCQw4Vbb5iEkMMFjhAwDg6db1gLpztVUffV5T/2CU/0jak8rWqM4hV4vUBFhfC/EWa84PLXGKUnl3i9wLWP78Z91z+GuCu106K1VIyBCxU3V8DrSJNpk6hta77ab4YR8nvBb7eCcXCJdxk4jVJm++l1fPXjDxhlJd3yPbE9IyCSPDDpBM0MifJ22705rUcAOJVmloWWvshnSdY0Jb9oy2egFWqAd/SUuRhuZpDrMOPg8MU8Dl6vuS9dJHH/v555M71xkd+XKCivI/d1q4dZG2gFrfqubshd3QBml+8l6zHitaPzDWtzkk+91kDP7jMODjc+fRARr92wXcjF4Gf/iczbYnW+9spmwortv5XyE2MFHjihtLEMGFRFGKks7C4OH8yOSHbdiGxWP4ccLtx3/WM468Y1inxEZPXm9gj6YCtVyo1G83pGccjkF3613Zz5aTStzKQTe7P9y3T6o2UzxPRybu1EMgyDhQ9fnvyt038yo7pGsxjV/VT5b/ksKqv2Wr18L+Jwa9qgbNqBkzozhjPFaLwuxtdTw5FkPyuco3630UwpozY6k7KsPKYTC0ndj4XS8aQI3g9Gcb2eSIrju/uufwyDb1lvaHczGXN5vcDtf64ytueGTpn0jjUR49UM2bWnuYh1p9snyPrJbQfqlKJkDQHAsTYs73chONYGjidgWAJPv3qA4Q13tEt5Vo5GpIToG1l5WrXuA7R34bPbgbFjhf+NsBro3Cg9ucRuB3qeH8SKASMAR+oXKptGwhnYMHbAWNhZc5Mq088IUv/OnwfCbgfan3MKDJs6CyklXaqU611qtO2s0cBX64xiPT+SaRTlgXHkbiIrAxvG9B+jW488TyzXRTox19IXPd2IFWCGolqn0zkqYhbiXMl1mGEJRl8l5FtrI4cUCAHH2rB/xGXpjYv8tsT/dtZuSUezwawN1MZKHVuXRZ4nul8rzbRBct3j7Sw8/epT8mmlLUuHnt1nWII+w/3g7axhu5CrL/xGGDryVefdjmQ6xfY/EznRmvWpiZ0AAFpDSURBVAkjLysbC1xxJS/ZdSOM9C8aN16axLE2rBgwAvZ+J8GySdnibMm0iPrAuu0KubHltylv9Zh1Bqrt5v9cyaeVmXSzd4z6X3IbkU56tPRLTK9RIs/uUpJMi8X+kxxWVYjy32o7lBI7KHHeqr22MYxC/2KMto1SP5ez0H+Qx5HNxXJHoyfoPZ4k2lwhb7lqN/VjShm10Zm0qWZDnBDVx/nUOITya5XnpBhZIJItLDqn0dDu6rWPRmMcux0YeGGzKXuuhVH+NK5W3Ut0zljHSnusd61un+AM8kpRpxQlawghKI4Ese3lG1AcCYLjCfiIHVUvj8Edb2/GVS8tS9sBFI1DJp1+7cZQv5GUp1UNxxP8Zd4OnD9pQUq8Kp8PKC0V/jfCqgExSk8uOXQ8irfuPBcrX7oTjubU+E5aAXl5BFH6fCl8kdzsjvbgzE2K329kGQNBDwZCPS39w2XgI0Jrr2yAlden7r6nLTtGnQFDp5fGOa3BF0FSHhiftV0WtRBF8abpi+H8c7FmPfI8wTWvr8D101ZZckylk3MtfdGbRZirbb71eOWbPTj32fnYV5cs03SdiIP1zaa3kpfrMB+xo3MHFj6fuY0cXlu8D8WRIP4w/pL0xkWGmHxfxJdTHTXCrA3UwooPxWooEwLgummrcO3UlZqDTjPvlrdjHl8UVS+PUeRz6tJ9GD5pgbWEQV9P9Ow+H7HjlVuHwuOLGrYLos165KPNKedeXrgn5ZgW6YrFyAGweFcdfjFVsBlNwRiOy2Y+iu1/JnKihbysQkEWg3q6JbtuhJ7+Ld1dh4FPf532nStfuhNVL41Bn0cXYPTLyxDjeHhCzVJaAn5BH6K1AYXcBPwFmu7ZSjHbBVLbzbN7uiSZ0SvB0Wn6k3rv5nmCn09ZievfXKUbyFyO1mkxvazfnGBn039SO2zkv9R6KW/LfvX2Gox5ZTniHG/ZXrMso+gL2fx+TRskf26M43HVS8tw8ztrTb1D7ijOSZxzPceTXowkIthOsS5dwdys3JBmSmkIllEbnUmbqhVTTIuUj60ytWEY9YdRbcSyWvnSndj03BWGdjcQiaPWlxrTzWiM4/MBk64faPhceRV/arAb70OzNkt/T/56V8p5dXMm/53JRx75rEyzfZYvthzDjFWHNM/pldMZ5JOiTilK9oiqXJLYxlLcSYtEhdk4B+qbFYZKS/dF45DJFMhMYjyU6GyzzROC6d8ehD8Sx5uqtegA4M/eTwAgteHSS08u+WzjEUTDdpTEQppGzq6zTZQ/aj7TVqtP3E7VClbewckaOsOdFdVfkHQuNZo9Y+RP5Qkx/Hosvk+Ui5JoKEcdtuRD4kR7cHvkVAg7j/uwsaoRkTTOY9XT016h1he9POVyBooWr3yzF8Eoh8lf77b0zo++M7+lvFyH/X4ho1Z2T3Rb3JpaLrNWdDRbMrWBVvTWasw9fziGzdWN2HqkCXX+SMp5szOlgGQ9kqhDYadfqNiNgMkg3mbRs/vRkM3wPJCs/89UQcwBIbi5KdJUSrpy21zdiIbmKD5en6onYvtvFb0kSfVCCAIBbb1S36qnf2bLpyQWAi/2Y040Y3eNH4Qk08IwSX1Qyo2px5+2WJkBI5fxgD/9fSf8Ec2Br4he/JWjjSFsO9qETVWNiY9LxpWkHsBrpdcM6Wyz3ocgtejK88Wp+iFyPa3zR7CvLoB9iaW5Vuw1yzCK9HCE6OZXfO72Yz4cqG/GKpOb4tgVGcvvcFvvI5j44aIkGspZHCQpppTOeSM5sNqmRnU+4qW0m0T1cUb2i1H91o8plSirWAicCZuut/mHkd5EQuanlj76yRZT14nx2OSo+/ny35nY7L/PTzq+zDq11B/m1WiVE40pRaFYQK2LWjtppfPIS9ubZzBhQut5vIkvYZrPykkLZS2mVKFQBzlUk038jbaAkQymmzmVPK5fcelmGY3o1U4/PaJTyvAJ1lFXqdbyJjMdE81nt3F5MdOJMLP6zghHtg8woK0NfPW/XKcet+qjlDsfmhNLbK1N68+97onkS02s1n8mgVhjJmYwBqOc6S3qjdCLyWIlDqG6nvU682ZnGqhJmV1AtN/TxlQz5+SibbA68zjdu+XBwUmaZwBpbEYOK1jP8St37PE8STNTKvV+szt8qZE/ysxHYqvL/u3ZRJPWwDCfOqfy8Q2M0TNgLQgBFIKeuiJAfbHGM1pRfrSwkjz1+DLbj6Fy2TPSlWzLsK33ta1AnVKUrKkPKL9MazXm6QYF9YEovtlRi1gGXimtZ2dqBPI9Y6MQHD7ZjJX7UmcgfbMjub26lo3LxBtPCMHS3XUpSx1zSZ0vjEU7a7N+jnxQvHBHrWIJgLpjpdvRyrCjvGRXnWJ5i17a5M/Ix9R2Lf2SvzPO81i8qzblS/SRU0Es23NC+ezsk6eJ1VkyPE+waGct6gy+novIA9Wb0XWv057Vtua57oDLOdoYQpNOINe2Tjr7XR9QBsuVB81vDEYxf3sN/LJdXjPdfS8XHfKNVY3S30t21+Usjp7V5Qai7h9vUtrqvbV+vLxwDw6cCODLrcfw79WHpPKMm4irFoxypmOcpKO6IYgNh08ZXmOUInWR6H1oyfTLM6uKuQPJbqvbj4wef9pgVL7+cAwfr6/GR99lvjufkezrzdKSO06X7zmBqgb9cAnHmsJp5TBXaDVDh0824xtZnyfOE0WZqp3FWg5neTEs33PClN1ZsrsOi3cm+4la+p/yQS/tU5XIZ+RzGfT3K482YduRZKBv/bhROscNQntkg5gMfyQOjidYe+Akluyq0+yLZ43J5IdjHOZvT8qRYUwp1UMZRmhX0/W9KyprlPeZS5olTmjMfs6ElF23FQ476zIhX1yST5t/BvmkkP/IqJTTnjEvLwdxuHDVnVMQdLgQ5wgYRxzd7lwGxiF8tVZOk0zV3nGvLkdjMIbHxp5j+f3a8Xr0jURQllY1RoapqAiorBT+N8Jqf9coPZlwxd+Xah7fWd+AHncswXXkb7jVkyYTCRi4UHlvJYoc2tcv23MCt7/3HQDg0ORrVLNuSE6mnY55ZbnuLipGFBUBFz2yFnW21JkTGw6fwivf7MHj4wYB0PiCpPNMI0eGkTPl3g82pl6vOWUwKQ/ziop1n2cVBi50C0+Bi03d4kUu859vPoan51bC47Bh55/HSce//7clAICZv7kEo/p3EJ6p+pKrDsyqpS9W5cGMDH268Qgem70VxS47KieNNbxWHgPATBirQCSOG95cnfY6uQ4ziGPdxjiKiuy6S2K17r//qfcxJZ1xUfGzKSuw+NHLDXU0l5i1gVrkc/neN7KB1NNzt2PncWWADjPfGohM98JeG7rduQzeosvT32iBO977Dv+87SJcObiLrt0X286w12bYLlj9fhLnCFx2YNTzixXHr3p5OQDlkrbPNh3FnPsuw14TO5kFo/GULerFPBQVXaF5j96g8K5/fZdyjIFSvxxOHl8ta8Y9X6YupUwJ1qtjO8xYoaDDhetu/xt6MEukfgzDACGnW0qLxyvow7o6t0Ju3J5hJt5w+mJUvi9U7Ma/1xwGALAqu7lwZQhFRcLWhcbbt+uf03t3OJY0+PdptMdq7n5/vfS3+DpRDv/P5FZp6fpPgHZe1H04jieKfmWKU0rjGQwEO93tzmW4/+MAnJ4LMWZoV8P0ztt6XPE7rGOj5O0AkfnuzLTXDtmHGjNOb0V6Yhx+8voKAMDO58bB47QZypqeg5KX2fpyl9tSGszwf/N24L2Vh6Tfn917ia4cZNKm6pWaWgz+9Pl27K7VjqMpjJGMZ8lfOnkReCLo6XW3/w0DXcsRdijt7j3/2ZA2vUZjnKIi4KFp+zHngP7S+Fx99E5dEWGc/3TozdJTi53Zbq9eOR0z+KB9ukFnSlGyhuMJeIbF8dJO4BlWmMbIAPbSsNRDSNeBFp0OX1ceN75QA60BDE+I7sBGnlat+/RgWaBnT+2A4HLM2B/F0hKD9OQUBmBLIzhe1tHCuiQWPct6gtVJ25oD+rNIcvXlIBOHFMMwYFnAWR7RrZC5slgsRl9QzBwHsstvcvleUpeYHCz9SjaaLOykE3jeWDrF2VB6y3E2VSd7oPInaU1dNqsvgFE8g/T3LtktOCSsxvvhCUnbW6g12RlQ6DAD9DhLyLfZJbE8w6K+XWdzhSXj8MkgWMZYR3OJlTpVY0U9stEltUMKMLt8T9aOsSzspeGM8pkOMfaKrt1PtJ08a9wuWP2ya2bWg8imxOwuM8vyInE+1YGQyINe+eklfU+tthNMXlaEIejcjde06+p+hv5MKe3jKe8s6wi2NNmGsAyjSAvDCPoAu1JuCqCKrRqj8hUdUkCq3ezWnZhrLwzO6TsiMjcq4q1iekmaRF4xsBMA4NJ+ndLaZjMzdmM8rxB3dV602l+GEey02A/PZMZvFEyKDWKg3w6YKWJ5/VitEfmyW6m9NxA2rTOECOUl1iWXo3ko8mTIHVIAUHnMrysH2bSpatTluVw1u1299Dh1zqcSXi73ZR3BlOr3pyW07LLBGIdlgbJO8YJMB0pxSsl8u5lYh1zvgKtXTkazOk83zvCmk5IriqMhVL5yI4qjIWF72Kgd1a+MBYkmdj4zqbxWv5wIz9Y6aC6taoz6B34/UFaWPiihmQ6v3AlilJ5cQqJ2VL86DqtfvQsOkzuOEIRQNrlMN0hjyu4ecmdbC69h8PuBVc9cLpNB5Xn5z5RZ5LpTv/Wxml952Yn3EpKUByYHUfWTYQ5CqPbciFPhppRr5DJvT+NFcdmTASnlnSitjrWWvsifbsYRlU8JMjMYUM/+0kOuwyRqR4/OdlPBS0W7WBwN4aPHx2UURdwf9RvqaC4xawO1sLIiNtfLK0wty5bpnjcQQ/UrY+Hz5U8C9ey+2HZ6AzHN83d/vy8A6zGicrU0Xo3W5ghiHvTkxIqtZBhGUVbNAeCigSWSXVe8N2UJirb+mgnEXRwNYfWrd6H61XHSu1gG8ISCUloCAUEf4vVBhdw0mwjYfTpjNtC52m4O6+u1ZDe1sLqcywyiXInptQWM+08/PleYkeRwhNPaZjNxmziOKGNMqfsymo9g4PdD6od7nNYXxtgCfk0bpGwHUvsxZslFH1FP0ozkgCdEqktPODcDfqPYVmEuoCsHmbSpevKfrt1U9q2UXimje0VbuPvvV2na3XQYjXH8fuC5X56T0XMBa30FI2duJn2OXI9x9MrpTGpNqFOKknNu+ee6lGO8whjqY7QFtR4frq3CvK3H8bBsa2xhaqrlR2HmuszjHIhkGmCykOQihY3BKN5adkD3PE+AG00sfVIv/QCA577YodtILNtThz5PzsNvZNPrzWC0JEjduLyns2WrUcNlVdy0nC/yZ1jZwcgsWrvJyTcmWC+Lo3HnjO/wzrcHcFIWM85lZ/GfNYdx/nMLcOeMZPk/OHMTOJ7gnW8P4IEPN+LzzUfxuMYuKfIsvbFkX9r0ysv7P2sO449ztpnuPMzddBQ/ef1bXTk51hjCa2l24UrnpEtHuio8k2LPfLrxCPbKlhLU+sK4/8ONmrHWch3ab6/ODJx078xH9WRb57bE8pdczJQ6eEJ/x8eG5ijueC91OZ0aLfudDq2Um9W0j9frbwle3RBCTVMYu2v8uO+DDbqxSDJXa+WNj34s2Li3v1W2g1aXn55uZNN0nWqO4r4PNmDmOv2dT9PZhw/XVuG+DzbgVHMy9lw2jm6r9kjsA5q5z4xzOa5avifPy+ebjyr6vlIaVHXgcZjf4Ux6r4mPxFp9+721gv7tqhFmrfrDMTw0axO+2VGrUCF5lZxqjuLBmZtSYlcmryWY9MV202k3mgidl5hSBez266U+Xa4CkeSqA2GmVPKO+z7YiI1Vp7Ruyxs1Gm2/qLMfr6/GE7O35jTOb+ou23KHaibPyzZF5jiTdt+jMaUoBcFsJy1uJtCLiue+3JH6PpJZt/DbvdkHJTQ1U6ql+6w5MHJ/q9hleH7LkUasMzFlfOnuExg3TBnr4N2VB3HdiB4Y1qMs5Xqxs7pwRy2qG4Lo2T41voNWQ5YyU8qgDhbu0A7uaNQIWa1T7enSyaO5CXSufMjUpfvx5LgRimPyjqd8ELd4Vx0W76pDqSe5DXCpx4H/p7Gl7cIdtZi37Tj+b95OAMCXW4+Dj9gBDFemx9TOlLKvV7LjT8+tBACMHdoVlyeWRxgxIdFRrzyaupwLUDrg9MiHY1BOS88mLDTjp6/B+qevAgA8NntryvICkVyXygSNQVvqO9PbjNaAjTE/4JWjtZOe32DJ61+/2mnquVozpdKRz3L945xtWH/4FJpC+su+M+3kM4xSTsSA+4GwyjHXCuWmkGQziPps0xF8ta3G8Jp0gc7/MGcbAOC8s8pxzxX9E/dknKQUJ0bfjsYBgKQZyjrplLcrZgbdcZ7H4G6lkgNffstDszZrp0H122W3PgdB6yNx6sA+9dz46WtRH4hg3cEGrH/6Kry2aC8+33wMn28+hvfu+F7yXpmi/GPhbnyx5Ri+2HIMhyZfk/LezdWNmLv5WMpxI1HT3UU5g12+WxN64p9OlPbVJT9CEKLcoXztwQZcN3VV1mmz8lH+sdlbMOWGkYpjn2yoxm8v74/HZ28FAHz/7I5Zp0lEXT6KJjED+6Cn37Ycb2V+5rik6EwpSoHgTSp/LIPle5rvIy034DMVUyrvqTAmF0buyKnUqbhyYyzf/cqIUEx7YGTmC7x81yd5A6EVC0Vd5lrL59JhHFNKee68s1IdanrXSzGlZI8o1NeRdJ1ieT3YDNJkNv5S+vQk/9Yqbquxo7Ih2xkP6TpoLW0HCo1817zDJ/Vn6eTjS3Y6WqMDSgtx9p7VMtJyShlx5JS5ZS2ZzJTKZ9tcfSpo6JACsnP4m1wJekaTTctlJoakkVNBvqxcPlMqG5lT13nHEuNNaZg0jmOnzEFkxqnLE6Cz7J1m8qLuP2Qi83GNgk5dOpjajxF35BbtfY0v/e5p6XZY02v3jdpYrVloBCQv9qetTWYhKNxMHz2qNWIlNUeU7UljGltuLQvKqxXL9zKw2nrl581gqawRbU22soE6pSgZowg66PRg2ISPEXAKO6cwzjh6TpgPxqmx+57BM3M1VZMnBMGIdmdZnVazlJQATU3C/4SQjDrjuUyPVRhnHD0fqsCoh/6JuMmd3Rh40PRkE0qcJSnn1O16NM4rOlhm2329sZIZp4x8oCUXnVPNUXiLCC6euEySQaNtu43ELqRwfKUeE5E7yLTOm4GASPKAktQytwoj/e9Bz9DHYOBBKMopOmvpnDzyjoNWJ1VEPeuCccZxzz+3SNmIc7zu/XoOQq2OgloqQjqOyVxgNsadXIdF22em+sS8Bpwe/OqFiozq3A6vro7mGrkNzAaeJ/BpdDY5niCQ2FI736hlhSdJ3QsWO9BzwnwUlxCEolzG+qz53sSW5Hp2X5SfYLFD87wtMeq2+gHH6tL4oMk8NzRHNXVfSwd84VhGOqqlX6JdV2NmdqOZPn7A6cGoh/6Jng9VSO8KRTkEXalpEetKlBtP0envlpLrBM8r+0NRk7Pn1PW6cV8ALq8ZJw3R1Um5k0L+cSqbGiEyO22mbRa/zTWHnah9tEFhm0NRDm5HcujlD6f/yMLzRJkXM45RQmB3cYa6kg6/w5tig5ojcRQXEzQ1AU4Pp/owaC5dWtfr3ZvO9urF5ArFON0Z8zxJ1mXQbW4nxXQY9VfdtmLdNjqTNlXPgRJOU1bq3ebMOue0bKEV9Nq6UIyD3cXhjx/tkp7rdSqXmYaixu8zoz8iRg5Vjrc+ptMrvyKn9aWygH45nUE+KeqUomTG/O01GPxMBf69+hAAgCU8uvlOgCWJDgUB4j631BO4XRabwqhTajTotcKXW4/jp2+s0DyXklaT8DxQXS38f+9/NmLQnyo0tyo140yRl0Gm6bEMAXifC92a6sGaHqDwqG6qBq+RNrVBHvvKcry9PBlb46nPtpl7g+4U9/T3itsDq5+zaFcdrn1jJSKNLkkGU2dKyf7WScNLC3Zj8DMVindsrm7E4GcqUuIb1PkjeG3RXuyp9WPwMxXYeiQ1qLje+0X+9vVuSR5yMcc8KYo84swJADwGP1OB294T4r7N3XQUN7+z1vAZ0789KPtbP4ZYipOBAP6TTvC8UL4//MdS3aUGctJt0ytXr+nLD2DJ7uQSsLv/ZS3OWDrMOkcUOpywfWaqT8wfS3h0bKrLqM4HT/wKqw7t1tTRXCO3gdlwz3824JTGjIjznp2Pi/5vIb6uNF6+kwu0lvNK9cjziPvcOHgiiMHPVChsQC7e+7//XKtv9xPyw/La54OJmaV6sVf0uOffG/B/Gkvd9Uhnv0Qmf70Ln208qjyooQOr95/EiOcW4tFPtlgMdK6tX3pehl016SMGm3FcsYRHt6Z68L5kG/KT11egqTmSkhaprhJyUwinakvy3sqDGPxMBeZtFXZL/sW0VThv0gL4wzFUnQxigc7ydzXqeq05yoAh6evmJ6+vULxfjrxq3199WIhjhCx331OlN50BFOVry5EGnP+XmagPCLOIv9hyDIOfqcD7q5M7EPpMzCiv9YXxuWzpmpiX+oD+7KJv99Zj8J8qDHUlHYt3HE+xQXX+CH77/gbsO8DhnD9W4I4Zyb69uoydiR2EdR1Rsmu1ZOadbw9g8DMVqKis0dioRnDu68WF9Ifj+GDtYc1zPCE573cbSS0x6kdn0KZqiXJ1QxC7a41tn7JvRUx/INCyhXpomVa9sq71RTD4TxV4d36t9FyPyqHz16/0w4T8rWKXJVurnjknv3f89DUY8kwFGoNR9W36z9N5tToPZtErpzMpphR1SlEy4nf/3gAA+NPnwsDcG4tg4bv3wxsTGkkSs+P4u1eAxIRpjPLG08iGZBLo3CrqtJqluRkYNkz4v2K7MGj6KMPA6PJcZpoey++M2XH0vR/isxlPwKaz48jvLu+nvAcRDJs2DM0x/aU2IgfrldfUpZmOLb3DRNwFI8SGRv2YrYeaseXVSyQZNGp/9cTutcXKYNyEAC/O3w0gddtfAHhp4R5MNRHAWy89n248IskDmtOXeTqSu+9FcNx9PwiEOhFjp5mJtSNHLz4TkOqUIjE7Pnh8MJqbhSUK1Q36u0tqxaXQJykXf1HFvVm0qy7NvdaImbRHch0WbV9zs/lA595YBG/85daM6pwggqtnXWxKR7NFbgOzQW/Q2hzlEI4VJuCHVs2K9egOcjj+7hX455LsN77QYuW+k7p2X5Qfd5DTPL9q30npbys78B2ob8Y7Kw6mvzAHyHVA5IO1hxHnCT7beNTyUkkt/RLteiaYaVu8sQg+m/EEjr73Q8W7ao83pKRFrCtRbsKh03sQMekLwbn50KxNAIAt1Y2IxnmsOdCA9xMfKs2grtcfX1GEeMT8sOT/Jd4vRz2Ae/xTITZNVoHOE3pmtm1Wt7tfbhM+5jyYiMcon1HebGI5+qcblcH9xax8sSU1xpLIxP9uV+hKJtnXs1ELtpzEhRfYUnRQ/Qr5jDARhclKkyYxRuWjH29OOUdI+qWP8g9W8lfyhEh5c0VyE3bAyKRE4s26/ehctakfmhiLyJ0wQjmYe7aeLdRCqxiMxjhqe24lHtO0pftNXwtoxZRKHthTGwBPgEU7zfch9WxKJvHbAP1yOr1bEyXUKUUpOEZrd80ul2nNtIVA53pJfOrHg00/I1d50HuOWaeUuNV5WmeGxsyI5N/mMmPma6vZhr4QcXOM4i3k+v1GcVysOJvTxZQq5EejTDZesMKZFui8NWEUsFc6VqC0WEG+ZNnMdvKtEa1U630Nzsdutvm2IW20WizDqgaQhrvTmp2VYaFytGIc6t2dzexOy7vvqeM5GciwmaXBDptyqCbarkI58M2itqlibB15eSg3MjFXsAzDpOhsLmOE5YJC7rqtaT/N3EeUf7fG/kc+5yWo5U1rlhVrwSuiX35nkhspt1CnFKXgGM2YiOZ5EGiVPbV+fPRdFSJx7Y7D7A1HUqZfyxunlgjYa4ZcmMxcbXv92cajmssgASi2kNej8qgPf5izTXfHPJHU9BKNv4wx55Qy6+Ay+dI8kcmuWUYYzVKab2E5llxnFms886ttx9PqlZUp2EZYDQ6tRm98tXzPCTz12TbD5ZCU/EIIsLvGj4pKYQmQlt7mw3zPWHUoq/vlDt62tExMPrBu6cFQ3p1S+X18q0HtFMrF7rRWqkarv7i5ulHz2uyW7+WvRs3EbrOz2k4pvX6pEcv3nMDYl5dbvs8MxxuVs45qfGGs3FevmNElX+qrVyVGyxJFeJKZ/atuCEqz3XOJoU1RnQxG4/h/Mzdh8a7UPuvO4z68ULErZWfa5kgcszccEYL3y7IdinLCcRMbBMjL69VFe/FPg5mzO4/rz4o34rONR9NuNGGE2TFTusD42s9W/tb6WPrwR1uwry79uAMwcnTn2F6cQT4u6pSi5Ax/SsBW64apUJ1sdVr1uPWf6/DEp9vwyXph+rQ6GOGxpjB+//EWxTF5+6OfHeUJs+nJFtYZg9/hsdQpz3cA5XWHGvDDF5emHOcIwVUmOk83vrUaH66tkqbGy5HLoFYMGRHNXVoyHKSa7fumBl5P/s6VPMjrmSHKZ5oNZJwNDjeHplAMj36yxfA6eUnIBw/3f7gRB04EFPXz+eZjaWOW/Ob93MSWilqYuSmvs3S279Z312Hmuiq88k0yHkY2AVddrPEW5bkkB/H3WwUEBGNfWY57/rMRaw+clGTQL23WEUO+3Qt6ei7Kj9b5Id1Kpb8Lsdw9U9Q6YGflH2ssPCdxmxX9SvtMk718v8MDVuNdWmmRy01r/RiVa6wstdFzCsnLsqiY5C1+SjaqIk+61baZIR7DQaXWTsFqHHZt55+ZgPKifIrFeuu769LGHpKjl19vUeq7x76S2l9Tx6wUQ18A+tb1V2+vUfzWKj6eJxnNFD3eFEZVYvMWv9OTsw8P6aRW3o++9z8b8d8tx3DnDKGfIm9Tr371W0xduh+3vrsONbIdjZ+eW4nff7IFv/v3BoWTdPLXO/H7T7Zgponle3IdbArFsKmqUfda+U65gL4tVFPjC+OBDzemHDfSG7k9N7sk/ca3Vpu6To66rvXeNfolc07bzqXau3BmI1Na5VTIWXgtDXVKUXJCwOXFuQ9/goBLGFixrjh6PbwArMvaTg2FcEqp02pEjU9oFDZXN6K0FPD5gNJS5TVGA2S9jpj8sJX0ZAPriqPnwwtw2SPvgisuTX8DABZe+J7yodSVen0u+91anSuzsqB3nVoGjZ6m9QjN5TxmnFImB7Lqd4q/RXlIEbQMEJsyFl70Cn8CFkkZM7tDUqawrjjGT9mQ9QCyqiGY0vnU+xou8t2hU1m9U8Ts8j25DotyZ6X6Ai4vbv7HAlN1/v6dFyt+s/Dizxev19TRXKNnA9sicpHacqRR2BEvUY+hUid6PbzA1E5gmaJn90X5CZU6Nc//7opk3L+giXg0LYGWDthlM6WsOm209Mtq30KRPhM934DLi8seeRc9Ve/SSotYV6LceIvPDKdUqk/KYPmexjF1Wa7b7c9j2WUxUyrDtllsd4scgtdBy99mascvnUne6bpI2eqKkY3673cnstJBI/bVBZQHGO28clmE+5BsvSc3H3SMPhB47CWKfrR8kwq3l9dtU483JVcQzNkkzDBbd6hBcc28beZnoWc6W1DPFuohxiyV3683xlHLqNkhoDqGrRnU+TcbM1SPc3uUaR7P9Kl65XQGxTmnTilKbrDxHC4/sAE2XmhgCc8gdKAjCN/6tEmdVrPE48D8+cL/RshzbKYRyDQ9ViE8g8j+9vj+vo1gOHOdCQIO8/fNR5xPvT7f3e5sHZRqGUyZmaT4O/VdWl/hTC3fMzmO1ZspJcpDWkEzQ6I1I+AQYjeAIClj2S5NSwfhGVRvLUXU4kq6lHgcDNNiy5TMxriT67Aod0L1mbN/Np7D+TvWmqrzywd2Uvwm4LC3aaWmjuYaszawLSBXv0iMB0+S9cjGeYQOdIRJM5kRenZflB82zmueL3E5pL+zWSaRT5Q6IOCwJXXBijoz0NavbPoWZuIW2XgO39+3EZH97RXv0kqLWFeS3LTOask5NpbR3VlNjVbbqS7LFUttudh0Vuf92dybWdsstrs80e/bmZmxrG7/zDoXstUVIxu19ltH1v17K85p9awWnmQ2U0pEsvU5MvJG/SmOj+v2o33BuG6bqiez8mzbLcxWzLTLp2cLrdyvN8ZRy2g+l3arn8zlydhkOlNWr5xa3yg6f1CnFCUneGIRvP/JRHik3fdsqPtkJEgss60x84k6rXr8e01yO9nZG46g32PzMW4ccKzeeJQt7+/eOeM73P2v7/DIx5txyz/XYvmeE+jz5DzFsjSz6ckWErOhZvYoTP3077CF9eN6Ke5BBOM+GIf7PliF37y/HpO+2I473luHq15ahnUHG9I/IAvWH87u+WoZvO29dcrzaTrTWo2jmQZTPj3diBdUcQ0G/PFrAEl5QFB7h0QriI0uQQR1ronS7nsA8IMXlmT9fCNIzIYlrw7Cr9/8Lu21k79Obvv79nJlnKXb3l2XMlV72tL96PPkPM1n7bGwNCEdZpc5yHVYlLvrX1trOi2eWAQTpzyaUZ0TRDB9593449z1ePTjLXh90V5srm5Enyfnoc+T8zD5610Y8eeF6PPkPAz609fS8fOenS/9XesLIxrn8dv310vHxH/fyGaCBoPAuHHGydxXF8At/1yL9Ye09Vev3gqN3BH90jd7ABCpHl3BOOo+GYlZq1O3nM8VenZflB9XMK55Xr6Ux8zy5pZAzEOTn8fP3liBPk/Ok770A9qxcIwcz1r6lU3fwswSMU8sgqmf/h01s0cp3qWVFrGuRLkJhYX25Y9ztmHU84tw2eTFuH7aKmw90ggAWLK7DgP+8BXOnTgfe2v9IITg8dlbMOr5RRj/9hr8Y8Fu3P2v9aaCYLckNlb5weDeDzYirBPnSKvpVJfl724uwvzN9akXZkFDcxRxjs9qsPt8on0y2zaL0iW2u9/sqsKNb67WLIOXFu5J+371rpnrD59Cnyfn4c1lxruPZasrRjbqj79rn3X/3shR+IupK6W/GaQ6fXhibfdRNWLenNHc9LtjBh+wvth6EOM+GIdgLFVuRkxcgnHjgKv/sSqlbVx78CR+OW0VvveXb3SfbbeZd1lk2qfWs4VGyHeVNBrjqGU0n04p9bONnHS7a/wY/dKylOWnRs8TEY++sXgv+jw5Dx+vP6J5nRq9cjqTZkplvqcuhXKGot6GVP2hQt7hXSnbvhtIndbaUli1cRXbaxVLvwrBCxW5DUZZeVQZuFEvjpF0Xmv5Xg7TM3uDuYYqG9R5bgmONYbBai+9N83WI02mrx3TSgbqm6ob87a8QYuZ66olHf1mZ9KRJB+4yHdr8oWTaXvqs224/4cDNJci3/3+ehyafI3pdPz2/fU4UN+Mb/fWW7qv0Kh3ImorYYDUQY9bM/9adUjSXb9M3qzsGsYToFuZO6fpyncfnxDgQH0zPlibjPNytDGEX05bjT1/uRoPzdyEOE/gj8Rxx4zv8NYtF0oDl+NNYaw+IPQb/r3mEH57ef88pzZzbCyTMltF3ecRMatfO477sm4v1Oyq8Wc1U8pq0OeL+rRT/J7fAv0nNYKNayNGDkiJd6Q1WywXu4/myhZ0L9e3Ud8dOgWkCUW2u8afIvd6fWB5rq3MlJIHmc8373x7EA+NPtvyfXndfS/FKaXfDv16+hqcbDaegJBO/F5ckN7hbAYaU4pCoejSoDJU6u162wL5CiballAPStVoz5TKY4JakMfGnpO2czNB1sF4839H4PP7L8MLvzwv30mjZMCuGmuzxY6cCma0k5MW1aeyn+FXCNT63ZqDhstxWPgy3tLo7ZBkKo5OgijHYWCX4lwlCUABdt8j2nkUd4uTO4SPnArpzhJrrcszRWwaS6ubdeKc5XMHu3TEeVJQh0y3ssJsXGOVtrRbpxyGYVLsMyHE9PJ6I6wE6zfC6yzcHA+5LOcq/bkmU9uV1+V7qkcbtfnpHFKAueWVueBMGq61vdE0pVXCMwz2dOgFXtQehsDRwQ8wra8RTEmrWRJ5Iqo8qZ1SVu1HxumxCkPgbN+E/e17mIv0KtwEB98LbXJVswUZNOuASv3Sknv5FuXBfB2Zwbge23md6Fxi/Hn6e33aS38P7V6G4T3LcXZng8FiK7YBuUahwxnkm2cYVHXtk2GdZ6+jMY6YCnzPssCQIcbJbCsDH/WuV82RuFSPhEXeZVfX7ovtDAvN82YHISWuFpwIn8hDfXNY87SZHcdEwjEeR32RrPRLjZmYUjzDYH/7HnC2b1K8S0vXxboS5YZhzMcWBPRnv7XGiS3yzR+04v1FdOzIyUDqIC9bu2kWjs9u+Z6I9ba5hftPsjIl0I6TaYSRjerRN1qwtp1hgDivsXwvizoV88YUxKnDYEinIWAZDbnJpL8gu7TWl9+wH4C+LTRCXqyGYxxV/vNp89RdEz0HuvnnEY3NHjJfUaFXTmeSU4ou39PCJ5uq63AAHg8QCgExmefX5RL+NTcDnKyD5XYDTicQCCh7JV4vYLcrnw0ARUVCA+dXfdkuKRHub1btMFBaKkTEk69pZ1mguBiIRoGwrBNoswnPj0SEfznMU3EkiJDDBY61oTgipOW6W14ESwhYngMcBANvqRC0M/HqgNMDlvDwqtbLBlxe2HhOsY6WZxgEnR44uBhc8WQaOYZFyOmGMx6DUxZNNMbaEHG44IpF4JAFiYvaHIjaHfBEw7CRZH1cc8eriNkc8EZDYGVWUJ0nkaDDJeWpiOssnQ84PXAxvKJenUFh5xAreRpz91Q44zHFe63mKWJ3GOaplPhReusC3ILn8FfCC3WsJXuEKOqpNPIiAIKAy1qeclFP6fKkVU88w6I4KsTMKk3IYICkyp6XSayNj8fB+v3Ss8Q88ZGI4vkcw4InpbDHotLxe6YugSsWyWmeWEJw3S0vopJPyFUWNkKep+6YmqgnZZ6Eeoqit4ODL3F9WakHRyOMIk/tuRCc8RiidgcQaAbscTibAyiOBHXz5Lhzial6EmlNNsKq7I2783XwDIvSqF+SO0TM5+mxR97ER1KijG25+G4hTx70DbycyJNwnBAXIozNdJ7svBsxjujWk2jfigFsXw2gqEQIyKAhewzHoVjMq88HbzTUqupJzNMvJ1egOJJ8745jTQjbnbjulhdhR1xqvwLIn+z95PZXNfPkumMRwjYnrr31H2BJsl5CDhdYhjGlT+1sDviJvWX0yQn0v3UBVlfyEN3W8nqKNzQp8mRUTxWrhCUQUv/CGcdZdy4R8iTLluk8+XxwJ8rJKE8sIbjl1udwNhYgyjoQhVBPon1mCYHLHkb3u5eDjXIKufE4R4EnTu1+BEnVM47jwfJcSj0BaBX9PQBSH/bX/1gopb80RvDsnK1CnhJlynIsiuN8it27+s/z8PBVwmxbeT1dd8uLwn1ODr3vWCTUUyL5ubIR8VAEhCDjfoRIwOnBuDtfxwFe2efT6peLdq938NWE7AVzmiezdk9qi+Jx8Bo23qh9iiTsoWiDRH1y2cJw/fxzqY2T5wk+n6p9yj5PNlcx4qq0Mz4fuJJiheyZyZNa9kaII/4c6BPLAK6IVp482H7rWiDMgw82KcZPpUTZX7DcN8pj+yTWEwEj2UIQIMKllz13uFmShaDDhTF3TUFxNKSow4DTA7s9qhgr2hL9XKM8yWXMSp5Yv0/qw3qiYXy1co9m+2R6TEgIymIhRTyxgNMDcHFFGgHz7dN1t7wIknBii3lyBYWybNP+CPW9ehCKRFNTEwFAmpIhJgi56y7h5F13JY8BhEycKBwfM0Z5fPp04fiQIcrjFRXC8ZIS5fHKSkKampTHAOFYZaXyWEmJ8IyKCuXxIUOE49OnK4+PGSMcnzhReTxHebrlhkmk9xNfEp/Tozg++s4pZPCDn5DpuItE4JCOD53wMRl95xTFtT6nh/R+4ktyyw2TFMd3d+hFej/xJXl83IOK48v6XEB6P/Elefmy8YrjM88bQ3o/8SWZeZ4y7S9fNp70fuJLsqzPBYrjnwz9ERnw+zlkd4deWefpxgeV5R72FFnK0/Lew8nj4x4kr466Mas8PT7uQdL7iS9181TvKFWmX0f23v1qk1RPERvI9BEg9W53i9RTujxp1dPQCR8LaYdDyq+W7PmdHk19EvPUPOXNlDxd/cpy8ulP78pvnhxuZZ3kwEZs69ST3D/3BfLo1fdp1lPl3RMUx0/+6hby41eXkx0/vkFxfOGN95B7/7Oe8CoboZWnCBzkkgv/S3r9fp5hPcn/tSYbYVX2/nHZr8nwBz9UyJ3VPJHBgy3Z8pnnjSG9nphDfvOzISRiSx5/5fu/tpSnj/5vOvlyy7G09STl7YS+7LX2etKTvdc/W0/G3faqIp/1jtK8yt6C/heTAb+fo8hTBA4yduiHpP/Dc8nxovYpeQpG4q1en3r9fh55rMMkRVuZq3oa/OAnZPBlixXPtpqnymGXmMqTKAd/H/W/mrL36JgJpP24LWRbu36K61dNmUU2VZ3SzJOWLd+47ZBmPb1QsbPV9PfEPmxeZK99T9Lr9/PI2KEfKuo1VzZi719eIp+sr85a9oY/+CH5x2W/Vh7XaXN3d+hFej0xh4y95UcK21xIuydviz6Z8TXx1520VE+3X/8nTX16dMwERRuX7zzde8tfyMy1h1Pq6fCytVnLXnXXPjnTp/WHTmrmqdcTc8j0a7op5ECvX97abHnvJ74ky3sPV8iSVVs+7rZXyTOjf6eZpx/dNk2R/7C3iPA83yb6EdM+36iZpycmfZhVPS3vPVwzT23ZH9H0ox8RAKSpqYkYwRBCiDn31emPz+dDWVkZmqqrUVpaKhxsy57JPH45GzZxvsKDXBQJYu202zHy3hk4UdwO8agT1a+Ow6B758CWCPbbWmZBiGkdNuFj8Axj2isu5umufyzHmupaKU9nlTqx4sFLpGuf/3on3tpUbzpP7mgY66feigse+AAxe3K771x/OfP4otg17RdoQilWfr0IV181Qlf2+j3xBbyxCDgEsav8dgxqnIGQq2Orn60i/8rERezYNe0XGHTvHIRKHJqyV/nyDUA8jiUbD+HBmZsUedr4xBW4/LmvFXnq07szujiB9XuSO+zlOk9dfPVYO+12oLpa0PcsbMSwifMBAG5PHBtcv0bTIydw6TNLUurp7z8diBvO7ZJ8RsJG7NxfixveEAKHr3jihyhvV6KwEfvq/Lh2yirNPInl33PCfJRCafdOt5lSkk156CNwUYckdzZX3FSexPtx9CjQvXtaWy7Wa4y1IeTgUO25EYMaZ8CWCKZrNU+3XzUYA7q1w9Pvr9Ksp0N/vByA0HyV9SxFUyNBabG27PV//L9SPVVOGoshzy5oNfUkz5Na9m4ePRQzF2zF1tfG46K7PsCGf/5asB2lzrzInrwd4hhWypPcbu2cdh1G3jsDzS6vlKftf7kG/6rYitcX7zPM01ntPNjVDFP69D/ndMLiPfU5q6cw50H1K2MV7b+8nl694Tw8/PEW0/Uk718cd3ZJ6Vto5UmvnionjcUDH23Bl/t9hnkqD/mxcNqDKIMP/R74ElwRA080jNJwQEpLvb0DDrz+E1xw90xsfOfXktx8+u1R9O7pxW2vKHfNCjpcOPC3n2LYI7MVx6ff/0Pc/PaqlHq6bdy5eOzKAS3e3wMg9WGHPfyJdKhfpyJUNsYztuVivX7vvn+h1tklRWZyZSOm3nUpasI8nv1wbVY2AoSg8tWbkm2ziEa/fMizCxBwkhTbXEi7J7clD/9yKG4a2QeXPf256XoqC/mx5bXxkg0S9ckWJDjw+k+kupLnaefTP8TwSQtymidPWQkeGjcYkz9K7qD8yT2XgC0uwdjXVmQle/e/8AWmPPaTnOnT4Ec+TclTxBZDtedGNN1XDcJ5cNnfFqf0ywfdOwfjL+uKGVtOtLq+UUd/AxZPvR9l8GHQvXMQL2LSyt7d3++LCVcNxLCJ88HyHLbK5EieJ4RZHH7tx5Is3XNFf9zz0/NxzlNf6uZp759+JPWBrOTp5RuH4/5Pd+SsHzFhzCC8v2CbYuOOgNODywe0x/s3DZPSaLaeRJm86L73UV/SXsrT9SN6YNLPh7Vpf4SvuRll3bujqakp6V/RgC7f06K0VNngAIIgeDSCFxYVaT+jWCfWil5laB232bSP2+3ax51O4Z8aUWDVZJGngNywyP5udnnBszZpEWyzy6vYgYpnbIrrRThW+3jMJhgKNVG7YCzVRBwuRFKOAiGn9s4YQad2QEqttIh5WlAdAis7f8Qfw9AXVyHK8YppnFbzFLM7NK/PVZ7kjQFXVCLIF6ApS3wi7bzsXhZtpJ4Sx/mEeWt2ecEycU3Z21h1CpurGlHkcqac4x2p9UEIQdzhKkw9qe1QBjZCTKenmANiAJyp+QQA3unSfE7Umcyrt2N7wJ6IiZCwEUyEVTxPnide1rwY1VNKWtq4jRDrT277TOdJtLFpbLnyWcHk+1Q7PJnN0xvLDwM4DOjU0w/eXI/qhhD4iB3AWFzz+gr07OJAQ3MUMY7H/hPN6NexCHYbo8hTn79+CyTe1arqSeP4W98eRDEr2MTmxLOEMo0XVPZ4Vbes2eVVvJthgFhRsWZ65MdCHi8QDJqSPa64BEFnc+7yxCXTrt6BMuj0YO7BQEqazNSToFvafQt1nuTI8/TMkirUcra0eWqWDc5idgdYxBFyuqWBTLPLixiEe0MOof5EuZnwaaWQNo20jHv125Q0jn9nLaCR9ilL9mPKEmH3zJ7tPfA67GBZBhzPY09tAOd0KRHeH+NQ1ZAcGPQo96DYZQdHCPbVBVLSINKvYxG8LhtsDIO9dQF0KHaiukEYDHctdcPrtOFAvWogIkvjVh8BEjqTjS0PyXRXq16ztRFxux2ERLK2EdLAVGuMoOqXC+/St82FsHvyPtBfF+zF9NVVlutJvF9+XtQldV1F7Q5wxSUpz8o2T4Ewh6fnVipkjysuRZjjAYbJSvZi3sTfORo/aedJcCD8+L3NONLAKPIh7y8Ud+4Anm0Q8tyK+kZhWZ6aXV6wNqHOjWRvezPwnx2nEHB5Jb1RyxEgjDWk57riiHiLwBPjPDXZPSnnzORpezOka3LRj+ABhD3FCLBKe3XoVATTNp5IucdsPYnlLeYp7ClW2pu27I9IQ6sOdD5lyhT06dMHbrcbI0eOxLp16wyv/+STTzBo0CC43W6ce+65+OqrrwqUUsqZTnOUUzikWjtnUuA8I66bugrPfbkDT3y6LeWc1u5J+dwZJB8M6ioMWq4Y2Ek69oOzO6Zc17ejdqPVvijZqDjtqc1FO6/1RofS9hAHqiKHTwaxav9J7KrxY/8JYdB6oL4Ze2r1B8CU3MCAwdkJZ4QRl58t6Lzbkb6bN6ir/pfLfDBv6/GCvk/O+6sPC1u0txBWd8YUqW4IYXetHzuP+yQ9213rx+5av8IhBQBHG4VrjRxSgKCzlUd92HKkCcEop9DzGl841SHVRolx5LTdOdcKerth5pJC9ZF4QlB5tCnr5+R6M9OupdrODgCoUrWjavp21HaOtkUW7qgVHIkW4QlJK0OvLtqbUZpe+Saz+/TgifZYqqohiL9V7MrZe1py59JC02qdUh999BEeeeQRTJw4ERs3bsTw4cMxduxY1NXVaV6/atUqjB8/HnfddRc2bdqEa6+9Ftdeey0qK60rBcU6HMNieZ8LwIm7SzAE7j4nWuXOWylpNUue8sQxLOpGXWE9PVZhCIp612J1r2Eg4iyptLBwcxfAqql44IcDpL9/NKgzXrnpfLzwy/Mw/uJeknPjB2d3xO2X9sEl/dor7h3UtQQ/Oa8b3A4WTjuLi/soz5smy/rS2tK2EB1bUT5huo70eW38Bfj9mIGYcOUgjOk/BjbGhqk3j8CQbqXo16kIk687F5OvOxcX99Uu457tvXj1V+fj/Tsv1jzfvsiJaTePwP+c0yn1ZCu2AblGYVMyyDfHsIhdeVWGdZ6ZjmbEaV6nYj3yNibv+dRthxJlzNsYzfMMA4wZ0gVqipw2XDmoM/7nnE6YdvMIPDbuHDw29hzMvudSPPfzobrpeGLcIFw5uLPl9A/oXIxP770Ub/7vhakncywn2epXpu9c3WsYinrXKt6llRaxrgohN6cThapXjk8/0DX1HAtt8/iLe8Gqbf7b9ecqfl97fnfp717tvejZXnsWhy5Zlmk6G6X13HiBvH88QVYfgsW8MfbcLhj67L5LNY4ayIGsLHt3KMKfrx1m6X3ih8N87raqZwut3K875lLJEp8IQmTEsj3afoCCQ4ipnVzNoldObexbeFa02phSI0eOxPe+9z288cYbAACe59GzZ088+OCDePLJJ1Ouv+mmm9Dc3Iwvv/xSOnbJJZfg/PPPx5tvvmnqnVJMqTRrHilAnyfntXQSTisOPv9j9H2qcDP7Xht/AX42vLvueb36Lfc60BhMOmscNkazY3Bo8jXSMx668mw8fNVAw/SMf3sNVh84Kd2r5rxn58MXzm77VqvM+u0l+NXbaxTH+nUqQvcyD1bsq8/7+7XKoTVDbUJ2WKlvWtZnLvv/+mPYWCZFBgZ1LUHFhMt179OSGVHmtlQ34udTVlpKh3gvIaSgbReFYpXXxl8AXyiW0cwNLczY6unLD+AvX+2Ufv9+zEC8uGCP7vU3XHgW/n7DcIWeqt/z0XdVilndn957Ka6fpowD2NJsmThGiimVT+bcdylW7K3HPxbql6kZrhrSBdNvvShHqRIQ6/D8nuXYXN1o+r75Ey7HOV1LNG31nZf1xbsrD6Ycl8vI6dAv+N0V/fD/fnQ2hsriManp36lImqGda+64rA/eW3nI1LUP/HAAPlxXhYbmaF7SIiLahraMWf9Kq5wpFY1GsWHDBowePVo6xrIsRo8ejdWrV2ves3r1asX1ADB27Fjd6wEgEonA5/Mp/p0OTFu6H5c+vyiv/9Q44zFMWPGBsCUsABJn0bjibJB46xMxdVrNkq88OeMxMJMmWU6PVUichX95fzyw/CPYouamcRPE0Gj/ACSxJp5XfQUz86XKZWL5SLpruAy+vmVbX/d9sDHl2IETzXl3SInyqQiumSWReATPLn0WkXj+p++LtGYbkGvkNiWTfDvjMeDZZzOqc7WO5pPTvU7FerSHubznU68dEsvYHuY0z+t9l2Wy+GIb5fj0F1l4b67lJFv9yvSdDyz/CP7l/RXv0kqLWFeFkJvTiULV6zOfV+KFHCynsdI2h2KcwjazrLF+RuLpdTAYVYYUKE4zOybbMk1no7SeO/bl5Rm9yyq/eX893lp+IOP7xby58tjvtifq3KiNlpelkYiENMJJFAo9W2jlfr0xl1qW/rP6MK78xzLD5+XLIQVoh6nQY8aqQzl1SOnqW87e0PpplS1nfX09OI5Dly7KKepdunRBTU2N5j01NTWWrgeA559/HmVlZdK/nj17Zp/4VoA/HMOxpnBe/6lxcjFMWDlT2v2AcCyaVg4E4VqfiKnTaoaOxa685cnJxYBJk9DNndmgom9HneB2KgjHomH1IPx29Vz0LTHuzNx0kaALBDE0OWaCIIaxQ7vgmZ8ql4H8/ZfnpdzbvUxYUz+sh+AN/8m5+jOyRO65oj8A4OphXTXPT/yZ/vITPbKtr3x//dBDlM+cOqW4CCYtm4QIlz+nlBi/SmRIl/JWawNyjdymZCJ3I7p4gEmTTNf5D2XLJeU6qkXnEo0grQaI+qtFa7bruUCsR0eUyzqfF/QqN/UusR06t0cZgGQZO6JcSjtlYxndeIAPXXm24fsu7d8BAPDWLcJyO9E+A6m6K6I36L3hwrMUv4f1KAXDCDNn5XnIlZxkq1+ZvvO3q+eiYfUgxbu00iLWVS7kpq2iJ0NGFKpeG4OxnMy0ttI2/+S8bgrbnK4fdOuo3gCAp68ZDAB4fNw5KdeMHpwc4xQ5bejRzoNfXNBD95nZlqleX9nouTW+1PFBPqgPRBGIZF6nYt5uv7BbDlMlcF2iTh688mxcMbCTYRv92FWDpbLs2V6IKXXv//RXXDO4WynGX5w6Pi33KgN7j9QJw5AterbQyv16Yy61LDVHuYLJkJpBXUswsLN5O5aN/GmhV06/Htkrp+9pzbTK5XvHjh1Djx49sGrVKowaNUo6/vjjj2PZsmVYu3Ztyj1OpxP/+te/MH78eOnY1KlTMWnSJNTW1mq+JxKJICJrXHw+H3r27Nnml+/VNIULEtCwxG2H12VDdUMQ7bkw+vbvgVPHhB0HoiEWA85y49vtjRjQw42OxU5sP+ZDkcuOSJxDJM7D67QhGOVACIHLrlyjX+Syg+MJSt12+MIxxHkCG8OAIwRlHgeaI3Gc1c6L/ScCCITjsLEMWJaBy86CAYNwnIOdFZaWlXkcCEU58ITAYWPRz8XB3bE9du6qQnGnDghGOYRiHFx2FoFIHIQIxr5Xey+aQjG47Ta4HCx8PqBLRxu2HGhGUTGB08YiHOPQ0ByFw85K634JIShy2RGKcXDbbfCFY1JaCAg6FbuE/LAMonEe/VwcvJ06IN5wCgeiNnQv96C6IYie7b043pgMjBiJ87CxDJx2FhxPwDKA12lHh2IneB44mAhK6rSz8IdjcNpZlHudaEostzvRwOF/zm2HJpSitOmI/s4LEGZE1QciiCOIHi93wMY7j2B4j+5gWQbVDUEUu+yIcTw6l7rhC8fAQAju173MA4/TBrfDhmicRyASVwTLNqLOH0bHIpfuF8VaXxhMohzsicGPPxxHjOOl9/GEoGupG8ebwihi3OjXw4VN+wOwuwSZK3Xb4XXZEYrGEYhwsDEMohwHp80GG8vA6xT+F5coMgzgcdoQinLwOG0IRoSvVeI9BAThGI9yryNxXxQMw6Dc40AoxuGsdl7UNIUTckXQt2MRan0RROJCYHyv04beHQQ584Xi8IVjaM+FMHBgT6CpybCOrOCL+FA2uQxNTzah1JUf2ybWt/iliQvbUF7OYFnlKbQvZ9GuyIkjDUG0L3IizhM0R+LgiRCImZBkgEuv0y7pRnMkDoYR6qXEbcfJ5igYCHEHonEeTjuDcq8TDc1Rhf51KnHBYWNxsjkKl50FTwiicR7ti5zwheJg2WQg+y6lbrjsNtT5w4jGeZR6HPA6beB4An84LsUMaArF4HHYwDBJHRvUtRQnA1FwTY3o278Hjhw8jpiznSR3NicHNtGHc9pY2G0sAuE44jyPYpewk1YoymGAm4e7Y3vTdU4Iwa4aPwZ0LsbhhnqcPbUL1t9xBF1K2sHrtON4UwjndClBQ3MUnUpcOOGPoFOJC1uPNKF7uQf1gQgGdC7GvroAzmrnwfZjPvTuIHSIu5a6UeePIM4TuO0sanxh9GzvRZ0vgkiQxbC+Xuw7EkanDoLNjsR4nApG0a3MjWicR5wniPMEPE8QiXNoDMZQ6hE6z93K3KgPRNG93I1jjWHwhKAxGEWXUuG3x2FDnOfhTNhxEY4nKPXY4Q/H0a7IiUii7ko9DhS77DhyKgiX3QZ/OA4CArfDhnBC//bV+WFnhfh07YucqA9EQBJxKxhGaGuaE51LW8CHwYN6Yde2Ggw+twu+3d4Iu5tDqduBQCQu1X/nEheONoZgYxnYEvaqndeJU8EoWIZBscuOs9p5sKc2gBK3YCs9TsFGReI8IjEe8DVhyOBe2LGzCv36CwPWfXUBtHcWoUdnO9atP4LvXdQT9UfqEPIUoczrgJ1l4HXaJX1bf7gBbocNZ5V70NkgwC4AxDkejaEYOha7cDIQQanHAYctOcBoCgptxtHGINp5nWgMxdCvYxFO+CPgCEFTKIYe5R7U+sLo36lYMUMqHBPqudzrQH0ggoZGguH9irBieyNcXh5ep9Aedix2IhjlEI5xYBgGJNEmi4/ieWFHaUIEHetQ5MSxxjBsAR+GDO6F0IkG7PY5cEH/Yqzb7UPXjnYwjFAW5V4nil12VJ8KIhjh4HUJ9rp9sRMNgaik8y67DYQIdt3rtCVk14PjTSFE4zyKXHZ4nTagyYfSvgNRBh/W7vLB5o7DYWNRHg+hV9/u2Lr9MHh3e1zQvxhrvzuCi7/XE42HG9Gudxn2H4mgXTkDh51FLM4jxvEAA7jsgvxUNwTRtdSNUIwT8p+waY2hKNx2oQ2KxHk4E2XDEwKPwwaHjYXdJtjGOn8EZ7XzgOMF2xaMcrCxDAgRZh47bCwcNgZHG0PgeSG/dpZBlOMRjnGwsyy6lws6yzAMwjEOxW476nwROGwMyjwORDkevlAcrkSfIxzncE6XEuw47oPLbkNDcxQ8IShx2zGkWynqA1G08zpwsL4ZwSiHdl4nCAh8objUZgLJOo42nMKI8/ri+OEa7A+48IOh5Vi6rQFDeheh1hcW3ktIor8j9H3sLCOVWyAcR5TjYU/oYZdSN46cEoK+exxCX9NhS/bNHHYmoQvCARsr6GpjMAaP04amUCwRoiAKl11oA0rcdvjCcdgYBiWxIPr0627aTh+oP4H+Uzqj9tEGdC5uh/pABNE4j04lLvhCMXA8QfsiJxqCUXQuSepvrS+MLjr6fDIQAYEwC6fc6wQhBPtPNKNLqQuROJ9oF1kUOe2oqY+jXw8X1u32gXXFJbvYrcyDYFRo20o9DtT6wmAZBhxP0K7IKfRjwIA0NWHokF44dOAYgq4i9Oog9Gdq6uP4wdByrN7ZBJdXeF84JsiriNdlgy8Uk/ScT/TzYxwv2R1ChOsagzG47Cw8iXZX1Ac+UfdRjkcoyqFTiQuRGI84z8OeaFjdDlbKl8dpk2S5MRhDnw5eNIZiKPMIdqm914mjjSH0KPfAf6IB/Qf0yGk/S0TsP3cudYPjCQ431KP/lM44MqEeh+sJil12DOpailPBKDxwo6wMqK6N4azOjkS5EBxtDMHrtIMQItnqE/4I2hc5cfRUCHGex1ntvIqZPTxPsKfOD384Dq/TBpZh0KHIiVPBGAKRGJw2G7qWuVEfiKDc60CcIwhE4lK8NdH+divz4OipkFSP8PnQacAglMGH/UciaOSCgp2xJ+wTD/TvLLQVJ/wRlLgdiT4uD6fNhuJoM/r274G9e47AVl6GSFywQW6HDR7iQt8eLlQeDMJTxKM50ccmEPoRThuLGMcnYogJ/SZRn6Mch3KvU2hPAcR5HgwYtCtyIBoXrm2OcnA7BFsRjvFgWaB/p2LsOO6Dx2GT9D/G8zivRxnsNhYH65sRSPQlOpW4cDIgtOvdytw4eLIZJYm+mzgeENsahgHKPEKIE4YR5NtuY6Ry7lzqQjDCCf2bxLX+xPjV67Shub4B/fr3QMPROnAlpaj1hdGuyIke5RZjybVCzC7fa5VOqWg0Cq/Xi9mzZ+Paa6+Vjt92221obGzE559/nnJPr1698Mgjj2DChAnSsYkTJ2Lu3LnYsmWLqffSmFJZ4PMBZWWSgVf9bF1kmLi85alAhSW9xoRTSrqnAM6MfNGqZdCIPCS8JeqxzZZ/Jsgy60Op9XxnUViFrNvTvk4TGfRVN6GsZ2l+86lTmNLhah9Ke7bNws65nGSrXxm+01d2FsrgU75LKy2JuiqI3JxOtES9ZoNFwW7p/lPWepjORrXmukpHATNhJAdtoiz1bKGF+/Uy2SbyXyhO48Jo0zGlnE4nLrzwQixalIxdxPM8Fi1apJg5JWfUqFGK6wFg4cKFutdTcozDAdx1l/B/6s/WRYaJy1ueClRYDgdw121xOG672fS7HKwDd11wFxxsa6xIY1q1DBqRh4S3RD222fLPBFlmM8p3FoVVyLo97es0kUGH15H/fOoUpnTY23YLO+dykq1+ZfhOx203C22mQ3k8JS3eAsrN6URL1Gs2WExkS/efsi7TdDaqNddVOgqYCSM5aBNlqWcLLdyvl8k2kf9CQQujdc6UAoCPPvoIt912G9566y1cfPHFeOWVV/Dxxx9j165d6NKlC2699Vb06NEDzz//PABg1apVuOKKKzB58mRcc801mDVrFv76179i48aNGDbM3BabdKYUhUKhUCgUCoVCoVAoFEp2tOmZUgBw00034cUXX8QzzzyD888/H5s3b0ZFRYUUzLyqqgrHjx+Xrr/00kvx4Ycf4u2338bw4cMxe/ZszJ0717RDipIloRBw993C/6k/WxcZJi5veSpQYYVCwN23xxG6/V7T7wrFQrj7v3cjFGuNFWlMq5ZBI/KQ8JaoxzZb/pkgy2xG+c6isApZt6d9nSYyGGoI5T+fOoUpHW5ou4WdcznJVr8yfGfo9nuFNjOkPJ6SloYCys3pREvUazZYTGRL95+yLtN0Nqo111U6CpgJIzloE2WpZwst3K+XyTaR/0JBC6P1zpRqCehMqSygMaUKnp6MX0NjSrVuaEyptgeNKXV6QGNK5QQaU6rNVVnLQGNK5RUaU8oAGlPKPDSmVGE4jQujzc+UolAoFAqFQqFQKBQKhUKhnL7YWzoBrQlx0pjP52vhlLRBxDJL/K/62brIMHF5y1OBCkt6DYjpd/kiPiCc0AlXHhOXB1q1DBqRh4S3RD222fLPBFlmfapDVu+3/OoC1u1pX6di++VXtmP5fJf6JdJhf9st7JzLSbb6leE7fSAAfMp3aaXFX0C5OZ1oiXrNBouC3dL9p6z1MJ2Nas11lY4CZsJIDtpEWerZQgv3K/43d+rM4zQuDNGvkm5xHl2+J+PIkSPo2bNnSyeDQqFQKBQKhUKhUCgUCqXNU11djbPOOkv3PHVKyeB5HseOHUNJSQkYhmnp5GSFz+dDz549UV1dTeNjUSgGUF2hUMxBdYVCMQfVFQrFHFRXKBRztFVdIYTA7/eje/fuYFn9yFF0+Z4MlmUNPXhtkdLS0jYluBRKS0F1hUIxB9UVCsUcVFcoFHNQXaFQzNEWdaWsrCztNTTQOYVCoVAoFAqFQqFQKBQKpeBQpxSFQqFQKBQKhUKhUCgUCqXgUKfUaYrL5cLEiRPhcrWxLdMolAJDdYVCMQfVFQrFHFRXKBRzUF2hUMxxuusKDXROoVAoFAqFQqFQKBQKhUIpOHSmFIVCoVAoFAqFQqFQKBQKpeBQpxSFQqFQKBQKhUKhUCgUCqXgUKcUhUKhUCgUCoVCoVAoFAql4FCnFIVCoVAoFAqFQqFQKBQKpeBQp9RpyJQpU9CnTx+43W6MHDkS69ata+kkUSgZs3z5cvz0pz9F9+7dwTAM5s6dqzhPCMEzzzyDbt26wePxYPTo0di7d6/imoaGBtx8880oLS1FeXk57rrrLgQCAcU1W7duxQ9+8AO43W707NkTL7zwQkpaPvnkEwwaNAhutxvnnnsuvvrqK8tpoVDyxfPPP4/vfe97KCkpQefOnXHttddi9+7dimvC4TDuv/9+dOjQAcXFxbj++utRW1uruKaqqgrXXHMNvF4vOnfujMceewzxeFxxzdKlSzFixAi4XC4MGDAAM2bMSElPurbITFoolHwwbdo0nHfeeSgtLUVpaSlGjRqFr7/+WjpP9YRC0Wby5MlgGAYTJkyQjlF9oVCAZ599FgzDKP4NGjRIOk/1JA2Ecloxa9Ys4nQ6ybvvvku2b99OfvOb35Dy8nJSW1vb0kmjUDLiq6++In/84x/JZ599RgCQOXPmKM5PnjyZlJWVkblz55ItW7aQn/3sZ6Rv374kFApJ14wbN44MHz6crFmzhnz77bdkwIABZPz48dL5pqYm0qVLF3LzzTeTyspKMnPmTOLxeMhbb70lXbNy5Upis9nICy+8QHbs2EGefvpp4nA4yLZt2yylhULJF2PHjiXvvfceqaysJJs3byY//vGPSa9evUggEJCuueeee0jPnj3JokWLyPr168kll1xCLr30Uul8PB4nw4YNI6NHjyabNm0iX331FenYsSN56qmnpGsOHDhAvF4veeSRR8iOHTvI66+/Tmw2G6moqJCuMdMWpUsLhZIv/vvf/5J58+aRPXv2kN27d5M//OEPxOFwkMrKSkII1RMKRYt169aRPn36kPPOO4889NBD0nGqLxQKIRMnTiRDhw4lx48fl/6dOHFCOk/1xBjqlDrNuPjii8n9998v/eY4jnTv3p08//zzLZgqCiU3qJ1SPM+Trl27kr///e/SscbGRuJyucjMmTMJIYTs2LGDACDfffeddM3XX39NGIYhR48eJYQQMnXqVNKuXTsSiUSka5544glyzjnnSL9vvPFGcs011yjSM3LkSPK73/3OdFoolEJSV1dHAJBly5YRQgR5dDgc5JNPPpGu2blzJwFAVq9eTQgRnMAsy5KamhrpmmnTppHS0lJJPx5//HEydOhQxbtuuukmMnbsWOl3urbITFoolELSrl078s4771A9oVA08Pv95OyzzyYLFy4kV1xxheSUovpCoQhMnDiRDB8+XPMc1ZP00OV7pxHRaBQbNmzA6NGjpWMsy2L06NFYvXp1C6aMQskPBw8eRE1NjULmy8rKMHLkSEnmV69ejfLyclx00UXSNaNHjwbLsli7dq10zeWXXw6n0yldM3bsWOzevRunTp2SrpG/R7xGfI+ZtFAohaSpqQkA0L59ewDAhg0bEIvFFDI6aNAg9OrVS6Ev5557Lrp06SJdM3bsWPh8Pmzfvl26xkgXzLRFZtJCoRQCjuMwa9YsNDc3Y9SoUVRPKBQN7r//flxzzTUpMk31hUJJsnfvXnTv3h39+vXDzTffjKqqKgBUT8xAnVKnEfX19eA4TiHMANClSxfU1NS0UKoolPwhyrWRzNfU1KBz586K83a7He3bt1dco/UM+Tv0rpGfT5cWCqVQ8DyPCRMm4LLLLsOwYcMACDLqdDpRXl6uuFYtx5nqgs/nQygUMtUWmUkLhZJPtm3bhuLiYrhcLtxzzz2YM2cOhgwZQvWEQlExa9YsbNy4Ec8//3zKOaovFIrAyJEjMWPGDFRUVGDatGk4ePAgfvCDH8Dv91M9MYG9xd5MoVAoFAolL9x///2orKzEihUrWjopFEqr5JxzzsHmzZvR1NSE2bNn47bbbsOyZctaOlkUSquiuroaDz30EBYuXAi3293SyaFQWi1XX3219Pd5552HkSNHonfv3vj444/h8XhaMGVtAzpT6jSiY8eOsNlsKdHza2tr0bVr1xZKFYWSP0S5NpL5rl27oq6uTnE+Ho+joaFBcY3WM+Tv0LtGfj5dWiiUQvDAAw/gyy+/xJIlS3DWWWdJx7t27YpoNIrGxkbF9Wo5zlQXSktL4fF4TLVFZtJCoeQTp9OJAQMG4MILL8Tzzz+P4cOH49VXX6V6QqHI2LBhA+rq6jBixAjY7XbY7XYsW7YMr732Gux2O7p06UL1hULRoLy8HAMHDsS+fftou2IC6pQ6jXA6nbjwwguxaNEi6RjP81i0aBFGjRrVgimjUPJD37590bVrV4XM+3w+rF27VpL5UaNGobGxERs2bJCuWbx4MXiex8iRI6Vrli9fjlgsJl2zcOFCnHPOOWjXrp10jfw94jXie8ykhULJJ4QQPPDAA5gzZw4WL16Mvn37Ks5feOGFcDgcChndvXs3qqqqFPqybds2hSN34cKFKC0txZAhQ6RrjHTBTFtkJi0USiHheR6RSITqCYUi48orr8S2bduwefNm6d9FF12Em2++Wfqb6guFkkogEMD+/fvRrVs32q6YocVCrFPywqxZs4jL5SIzZswgO3bsIL/97W9JeXm5IpI/hdKW8Pv9ZNOmTWTTpk0EAHnppZfIpk2byOHDhwkhhEyePJmUl5eTzz//nGzdupX8/Oc/J3379iWhUEh6xrhx48gFF1xA1q5dS1asWEHOPvtsMn78eOl8Y2Mj6dKlC7nllltIZWUlmTVrFvF6veStt96Srlm5ciWx2+3kxRdfJDt37iQTJ04kDoeDbNu2TbrGTFoolHxx7733krKyMrJ06VLFlsTBYFC65p577iG9evUiixcvJuvXryejRo0io0aNks6LWxKPGTOGbN68mVRUVJBOnTppbkn82GOPkZ07d5IpU6Zobkmcri1KlxYKJV88+eSTZNmyZeTgwYNk69at5MknnyQMw5AFCxYQQqieUChGyHffI4TqC4VCCCGPPvooWbp0KTl48CBZuXIlGT16NOnYsSOpq6sjhFA9SQd1Sp2GvP7666RXr17E6XSSiy++mKxZs6alk0ShZMySJUsIgJR/t912GyGEEJ7nyZ/+9CfSpUsX4nK5yJVXXkl2796teMbJkyfJ+PHjSXFxMSktLSV33HEH8fv9imu2bNlCvv/97xOXy0V69OhBJk+enJKWjz/+mAwcOJA4nU4ydOhQMm/ePMV5M2mhUPKFlp4AIO+99550TSgUIvfddx9p164d8Xq95Be/+AU5fvy44jmHDh0iV199NfF4PKRjx47k0UcfJbFYTHHNkiVLyPnnn0+cTifp16+f4h0i6doiM2mhUPLBnXfeSXr37k2cTifp1KkTufLKKyWHFCFUTygUI9ROKaovFAohN910E+nWrRtxOp2kR48e5KabbiL79u2TzlM9MYYhhJCWmaNFoVAoFAqFQqFQKBQKhUI5U6ExpSgUCoVCoVAoFAqFQqFQKAWHOqUoFAqFQqFQKBQKhUKhUCgFhzqlKBQKhUKhUCgUCoVCoVAoBYc6pSgUCoVCoVAoFAqFQqFQKAWHOqUoFAqFQqFQKBQKhUKhUCgFhzqlKBQKhUKhUCgUCoVCoVAoBYc6pSgUCoVCoVAoFAqFQqFQKAWHOqUoFAqFQqFQKBQKhUKhUCgFhzqlKBQKhUKhUCgUCoVCoVAoBYc6pSgUCoVCoVAoFAqFQqFQKAWHOqUoFAqFQqFQKBQKhUKhUCgFhzqlKBQKhUKhUCgUCoVCoVAoBef/A5+ijFmfqo8CAAAAAElFTkSuQmCC",
"text/plain": [
"<Figure size 1200x800 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"analyze_sound(\"voice.wav\", FrameLen=128, inc=90)"
]
},
{
"cell_type": "markdown",
"id": "9734db38-ad0a-4613-b6f7-7155d1469470",
"metadata": {},
"source": [
"噪声背景下的修正$\\operatorname{sgn}$函数:\r\n",
"$$\r\n",
"\\operatorname{sgn}\\left(x\\left(n\\right)\\right)=\\left\\{\\begin{array}{ll}\r\n",
"1, & x\\left(n\\right) \\geq \\Delta \\\\\r\n",
"-1, & x\\left(n\\right)< -\\Delta\\\\\r\n",
"0, & \\text{others}\r\n",
"\\end{array}\\right.\r\n",
"$$\r\n",
"具体的实现中,我使用矩阵运算语音信号,逐采样点判断$x\\left(n\\right)$和$\\pm \\Delta$的大小既不经济,不优雅。因此,我首先将$x\\left(n\\right)$进行了变换,即将修正$\\operatorname{sgn}$函数改写为:\r\n",
"$$\r\n",
"\\operatorname{sgn}\\left(x\\left(n\\right)\\right)=\\left\\{\\begin{array}{ll}\r\n",
"1, & x\\left(n\\right) \\geq 0 \\wedge x\\left(n\\right) - \\Delta \\geq 0\\\\\r\n",
"-1, & x\\left(n\\right) < 0 \\wedge x\\left(n\\right) + \\Delta< 0\\\\\r\n",
"0, & \\text{others}\r\n",
"\\end{array}\\right.\r\n",
"$$\r\n",
"相当于正负值信号都向横坐标轴缩减了$\\Delta$,再进行普通的$\\operatorname{sgn}$操作。\r\n",
"\r\n",
"所以,首先将语音信号减去阈值$\\Delta$,去掉负值信号,得到正值信号;将语音信号加上阈值$\\Delta$,去掉正值信号,得到负值信号。再将两者相加合并,得到处理后的语音信号。最后,进行普通的普通的$\\operatorname{sgn}$函数操作。数操作。torname{sgn}$函数操作。"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "9eb02808-c21d-4d46-a1ce-cdfff84ff2a7",
"metadata": {},
"outputs": [
{
"data": {
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LB6zm/smrzI4AC8nJNTTy2wS1qhGpO7rVLXA7plv6rhW7j+vBb1dr3GVNFRYcaHYcwOd4pKHIiBEjtHv3bmVkZGjp0qWKj4+33zZnzhxNmjTJfvmNN96wb5uYmKhp06apTZs2nogJ+DWjgJFkqUUM487MyXVHHAButGL3iTyXf1l9oFgFst/XHnR1JAAFmLvFmisOz7NoLl83c+Mh/br6gJ6ftjHPsduWQykmpoIn3fTxMu05nqbbP1tudhTAJ9F1F4Bycg1tSnR8cNV83J/6dfUB++ULh+9/unCXG5MBKK4LC2AF+XrpuemTD0xOKNY+xv68vljbA/A9ny9mdWtXWr33pF6YtkEppwufXpuWmWP/vf3zf+vbf868l391wWrjTLf0Xec/BwC4HkUyAHr6l8JPeO/7puCpHpnZjCQDvNHjU9aWatn4J6eudWEaAN6H7oSudPk7C/Xh/J165c/NhW53fvHr2KlMPfYj78X+rIQthQEUgiIZAH2xpOhvg8+OTqHHhX+YufGQ2RHgAR1e+FtfLN5Vovt+uWSP1h9g6XkAKK20zHOtLYqaNrn/ZHqh9wcAlA5FMgBOueq9RQ6vv7pdDQ8ngSfQ58I7FdRbsDBPlWLq5PFTmSW+LwDgjPN7Qi7ZcVxDP1mmOZsP696vV+pYat4RvzM3Hs53/8nL9ua7LtcwNOq7BPt0TPgmo4gRndsO06sOKC63r24JwLdc2OOiUtkQc4IAyMfZVWoBoLSY5uU6hy+Y+j5vyxH7wgizNx3WXd3r6f7e9WWz2ZTr4B8+Myc33/v/wm3HJEk/rdyvwR1quic4TLfz6KlCbx/x9SpNH9ndQ2kA38BIMgClkp1raNnO4+rxymxNXbXf7DiAX3N08uROnCT7lmOpGXrk+9VOL/4A91ux+7jZEQo0c9PhEo1eRfGkZebojb+3aOG2Y0pKy9KqPSfzbWOT9MOKfR7PBvOdv7iWI0nphS8EASA/imSAn5u+LrFY21/YkezjBTt17fuLtftYmkZ+m+CyXACKL8fDQ8nW0ZPMp4z7Zb2+X7GvwOn18LyNB609VcrT7zn+7HDKaY3/Y6PD22w2KT2LFQ/90T+7Cv9Sgzo2UHwUyQA/N/zLFcXa/rUZWwq9vaiGswDcZ87m/L1q3Onl6YWvwgbvUtS0HXjehS0O4L8OJWdo8j/5e49J0rFU+kPCMUOGxv++UeN/d1xgBZAfRTIALvXI96vNjgD4reFfrjQ7AgA/wkAyz3lp+qYCb3t/3o4Cb4N/S0rP0vvzduj9eTt0Mo1iKuAMimQAXCozhyNmAPBGjFqyHlu+JgfW4uk+iCiZIxcsDAD/kZt77vfM7NyCNwRgR5EM8GOJSadd/pjWPpwHfM/JtEw9NXWdfSU0TzNrv3A9qxdkAJTMZW8vMDsCTHJ+ITuHojbgFIpkgB/rNH6myx9z2+FUffvPHuUyBwPwiKd/Wa8vluzW0E+WmbJ/s/YL19h7PE1pmdlmx0ABrD66j5FkruLef8fEZNd/KQrXSsvMdsuxc/Z5j8lCG4BzKJIBcKnMnFw99uNaTVm13+wogF+YmlD48u9AQTYnpqjby7PV/eXZZkeBl0rNoMAKlNaRlAw1Hfunrnl/cZHbGqUoTOcy2xJwCkUyAG7x0PerlZXDpzHgTsmns8yOIKl0B+0wz98bD0mSjv67Mp7VRy35ox1HUs2OUKjrP1hidgTA601fnyhJWrH7RJHbrj+QXOL9MN0ScA5FMgBOK27Dz392HXdTEgCSdZoxL95+zOwIKIbVe09q7pYjCrigKnb+pe/+2evZUHDow/k7zY5QqO1HTpkdAcXElxrWZhiGvlq6W2v3JTm8/bc1B0v82EyPBpxDkQyA06as2md2BHjQzwn76VVkcVY53nXm229Yx+XvLNTNnyxTYlJ6gds8+uMaRgMDHjJ3s2cWQNmUmKx2z/+tzxbt8sj+UHx/rk/UE1PW6bL/OV5sYeLc7SV+bPoFA86hSAbAaZ8v3l28O/BZ7NUemJygx39aa3YMFMIqIwIopninA0WscMzKpYD7Ldx2tMjXoiuknM7SNe8t1vFTmRr3y3q37w8lsykxxW2PnU2RDHAKRTIATitNHwR4J5rCW5tVDnfrVi5ndgS4AedTgPt5qjVFj1fmKIWFFizvlBv/RnO3HNEGjuWBIlEkA/zUIQ8sB37DR0t1z1cr3L4fwF9Zpb/I0VRr9EZD8aRn5uS94oIeZQE08gfczibPvNCOn8r0yH5QOu7sQzjhj00a+NZ8tz0+4CsokgE+bv7WI5rwxyZlXzAd6v5vVnlk/7+vTbTMlDDA11jlpRUWHGh2BBRh9qbD6vfGPK3bf64Z9IJtR/Nsc+Gp+mGLLAzhr35d7R0jea2yyq63OplO8QoArIQiGeDjbvp4mSbO3a7vludtuu/J4dZWOZEHfI1VRpL9teGQ2RFQhFsn/aPNh1J0x2fLHd6+51iaEvaezHOdJ0Yco2D3eejLrNJ6/a8tZkfwap8u3GV2BADAeSiSAX5i34m0PJc92ZfCGqfxKK3jpzJ1hJEllmKRGhkN3r1IYgGFr+6vzM53XaCN+ZZm2HY4Vc//tsHsGE7bcfSUthxKYdR4CSSlMwoPAKyGIhngJ8w817HKaBeUXG6uobbPzVCHF/7O38cIHnX8VKamr0tUVk6uZYpk8E0BNCUzxX/eWaiPFrivL5GrzdtyRH3fmKcfV+43O4rX+X75XrMjwMIoPAPmoEgG+IlTGTl6Z/Y27Tx6yuP75jPeu/26+oDmbDlsv3w4hSlYZjAMQ2/P3Kq2z83Q8C9X6J6vVspgnCacsPd4WtEbORDASDJTeOsKhA9/v9rsCF7n66V7zI4ACzhRwKIK909O8GwQAJIokgF+Y9KiXXrlz83q8/pcpXi4yS4jydzrdFaODruxd9B936zSbZMc9zGC5yzbeVyvzTjX+2fGhkPKzrXOa4v+Vdb14LcJJbrfugNJRW8EnGfPsZIVZP3VDhO+uIT1vD7DcV8/dy3ewQg1oHAUyQA/k5Nr6NK3F5gdAy508atz1PHFmdrFwbZPc7TSYGZ2roMtzXHbpH/MjoACLN99okT3m7bmYIlHocE/9Xg1f287ANbyz66SfSYA/oIiGeCHdnv4m96Vu09o9zEKOO5yIOnMCJ6Zmw4r1wMji/gC0hyO/tmtNEpzvQdXzIXzVu0p3cnQ1sMpLkoCZ5xMczztyltY6C0J8Apjflrj8X2mZrBgBFAYimSAD7PKcOobPlqqHq/MUW6uoe+W79W2w6lmR/JJz/22QVe8u9Ayf3e4lqNV0G74cKkJSeBNFm47Wqr783biWTS/B/zLN8s8v3jDe3O2e3yfgDehSAb4sD0Wmybz06r9evSHNerz+lyzo/isNfuSlJ1rlPrEGNbywbztemrqOrNjFGnRdp53VpOZU7oqF737PeuIg2nVgDsM/O98syPACTuOnPtiefamw4Vs6TymWwKFo0gG+LAcCzX1lko/7QfOMQzpg3k73Pb4ZqyQ6u9e/H2T2RGcwsg263lr5tZS3X/v8XQXJYEzfk5gJBk8Y8PBZEaee4GLXzv3xfJ936wyMQngPyiSAYAXOp2Vo8veXqDnf9uQ7zZDhlt7Vc3besRtjw3AWsb9st6tq+cir6OpjCSD51jsu1S/cuJUpj5fvMupbWuPnqaGT/6h1Ixsl+2fgjxQMIpkgA/j2Md3/b72oNbuT9JHC3bmu23875voIwTTnM7KMTsCXGzoJ8sYceIhA5pXNTsC/IjVZhz4k2GfL9fYn9c7vb2rV7N+YHKCSx8P8CUUyQAfxjmN7yrsuHbSol0yKJHCJA9MZjqIr9mUmKLur8zWZ4t2UQR1s6bVIsyOUGpZOa49mYf7nB11fjorR8O/WKHv/vF8E3l/tXy3+S1IWEgLcIwiGQCP+WrpHvvvjEoonYAimmlnZHGS4ivemb3N7AjF8uf6Q7r7yxVmx4CL7T2ernG/rNfbs0rX4wyF84Ui5JRVTOPyFn9vPCRJ+mbZHk1fn6hHf1xjciJ4Up/X52rv8TTNp40GkAdFMsCHrdufZHaEArV//m9NXbVfWTm5WrbzuMuHkfuqrJxcDX5/sV77a0uh2yWlZ7ktg00sd+cpmxNT9Mqfm82OUWx/rEs0OwLcZMmO42ZH8Glv/u39Rcivz/tCDNY24uszI3+T013X6wpF+265dUbsdXt5tm76eJn+2XXmvZ0vsQGKZIBPG/ltgtkRCnTsVKZGfpug6z9YomvfX6wnpqw1O5JXmLnxkJbuPK79JwtfcW6rG4fQ26iRecyJtEyzIwB58IUGiuLOhWPgenM2Hy5ydDpcZ9fRU3r0B+uN2EvYc1IbDyYr/sWZ+mYZhW74N4pkAEx1tifD9yv2mZzE2k5lZKv/m/M0/MuVZkfRrqOnzI4AwCRr9ydp7/E0fbGY/mRwLPU0o5Kcsfd4mtkRJEmv/LlZAVTJPGLsz+vU89U5ZsdwyGaTHvlhtQ6nZGjMT3xxDf9GkQzwUaxY5FtGfpugTYkpZseQJM3cdFi1R0/TxoPJZkeBhX29dI+yaeDtk/q8PldP/bxeb83cWmChzDAMt0779kW/rz1odgSX2HH0FAVUJ+ywyBdOmdm52nDe5/kXS3YrMem0iYl81+eLd5sdoUABNpuysjl3ACSKZIDP+nElI7N8xT1frdCMDYfMjpHPgP/O19HUDLNj+DRvPtF8fMpafbnEuicEKLmMf6dcvjtnuxo/NV21R0/LN8L0lT83q9Uzf2nuFhpCO+uer8wfKewqu45ZowBkZVbp/bT1cKqmrTlXoH1q6jr1e3OeJCk903s/g1A8ATaxMjrwL4pkgI/yxmW8DyYV3mfLH+09nqbf11q3CXr75//W2n3WXSDC293y6T9mRyiVf3aZv8S9P/PkSL7er8+VJC3ZcUw/J+zXu3O2S5Ke+XW9xzLAOn5dfUBP/7JeS3ccMzuKZVm5HJGUnqW/NxxSk7HT9cG87WbHgQfYbDZtOeS+fraAN/FIkeydd95R7dq1FRYWpvj4eC1btqzQ7b///ns1btxYYWFhatGihX7//XdPxAR8ytleX96k8/hZNIW+wGIvOMEY8tESXf7OQr0xo/AVN+F/pq096DNTyLzRte8v9ti+zk7xv+6DJXpgckK+6+Ff3pm9XZMW7dLgD5bosrcXKCObEUne5qHvV0uSXvx9k8lJfMNJiy/E8/5ciqHAWW4vkn377bcaNWqUxo0bp5UrV6pVq1bq16+fDh8+7HD7RYsW6frrr9ftt9+uVatW6YorrtAVV1yhdevWuTsq4DPWH/DekT0Nn/xDOy3Sp8MKvrfQMuEFST6drdV7T+q/M7eaHQUWdM9XKymUmGTlnpMe3Z+jvzN/e6zdn6RZGx0f9/urdfuT9PQvjLL0J98vt3YblAMX9KG7/5tVyuX9G37KZrh5Qnx8fLw6dOig//3vf5Kk3NxcxcXF6b777tPo0aPzbT948GCdOnVKv/32m/26Tp06qXXr1po4cWKR+0tOTlZkZKSSkpIUERHhuv8RE21OTCnW6BqbmxeoKe7j21S8OxT78YuxfXGyHD+VqSoRoUo9na0Ad/+juthl/1tgdoRSqVg2RJNu7VDs546v2X8yXcO/XGF2jGL5fnhnhQUFmh3Dqy3deUxzNh/Rvb3q6/oPl5gdx2U+vaWDKpUL8fvXtafM2HhIb3m4cH1lm+r6adX+PNeFBAbox7u7FHlfV37MOvtYzjwXnX4sJ7Yran9n+0D5qv9e11p1o8uZHcMSvO047cOh7RUbEZbnuoKe8+dff+FzPs9tBWyX9/qCH1tO38fm8DZncxZ0ve2CjYp67E7jZzp+UAt7pF8jRYQF6e1Z2/RY/8ZqGFPe7EgwQdNqEQr0kRVwna0VubVIlpmZqfDwcP3www+64oor7NfffPPNOnnypH7++ed896lZs6ZGjRqlkSNH2q8bN26cpk6dqtWrV+fbPiMjQxkZ5xpHJycnKy4uzqeKZD1fma1dx6yxTDQAAAAAAPB965/pp7KhQWbHcAlni2Ru/b89evSocnJyFBMTk+f6mJgYbdrkeH57YmKiw+0TEx03rh4/fryeeeYZ1wS2qCrlw5weSVbcimdxS6TFXfWk+I9fzO2LdQfnNz6amr9vQLXIMAdbWtOFQ6a9lTf9m7tDVq6hIynet3qkv//dSuvs6zcowKZsH5zqwPPDM46dyrSvQmm2wv7mzj7Dnfm8d/YYxbnHco5zxyHOPZqjYw9fw+v/DG89Tjv79zv/GX3ha+D81+H5txV8H2e2Nwq4vuhtVMBjOv24TuRTEdv7ymc5r1//5GUTqlzC60uCY8aM0ahRo+yXz44k8yXfDe9sdgS/k5WTq59W7lNOrhQcaNM17b3rOdX62b90Mi3L7Bglsum5/pq75Yi61Kuk8mHBZscxXe3R08yOUCxPDGyiYd3rmh3DZ3jb378wHetU1Be3d1Qo03E94nRWjho/Nd3sGPrgpnbq2yzW7BhewZde7xe6vmOcxl/Z0uwYlrJyzwld+e4is2MUy6Ixvc2O4LW88fV9bfsaGjOgiV6fsUVXt6uhVnFRZkcCPMKtjfujo6MVGBioQ4cO5bn+0KFDio11fMAUGxtbrO1DQ0MVERGR5wcoreDAAA3uUFM3xNf0ugKZJH13l3cWVn++9yKFBQeqX7NYCmRe6vr4mmZH8CnNq/vGZ1r/ZrH6/DYKZJ4UHOiRBcztEsZe4vD6oEA//AoaeQyJr6lxlzUzO4blZFlkpKcjTatG6P6L65sdw6f8dl9XsyMU2z0966tC2RA9d0VzCmTwK249ggoJCVG7du00c+a5RoW5ubmaOXOmOnd2fBLfuXPnPNtL0owZMwrcHkB+3tpYkw9g7xYcaFM5H+lZYBVXtK5udoRS+e2+rto5fqAm3tROYcEUyDzJk012Nz7bX1HhIZr/aC890LtBnpNB/u7+7eG+DfXCf1rwPHCgaTVrfAkSFpz/dDDXMNSnaYyDrVFSzatHmh2hUFe2zXu8seCxXqodXdakNIC53H42M2rUKN18881q3769OnbsqDfffFOnTp3SrbfeKkkaOnSoqlevrvHjx0uSHnjgAfXo0UOvvfaaBg0apMmTJ2v58uX64IMP3B0VACxn2RO91fEF666I9P5N7dS+VgVNnLtdgzt436hLq4urGG52hFKx+kmBr/t6WLxu+HCpWx5714RB+a6LqxiuBy9pKEm6Ib6mdh87pfg6ldyyf1/UKi5Kq/eeNDuGy7x0VQsN7sDo4oJYZcS8oxXcDUNqWSNK3wzrpMgywZqyap8u9/IvbVC4p/+vmX5aeWZ14qjwYNWo4N3HH0BpuH0s/uDBg/Xqq69q7Nixat26tRISEjR9+nR7c/49e/bo4MGD9u27dOmir7/+Wh988IFatWqlH374QVOnTlXz5s3dHRXwKeue6Wd2BLhAlfJhGn9lC7NjFCg8JFCVyoXqiUFNVb+Kd45gtDJHJy+As7rUizZt3y/+p4W+uqOTzywb7wmXtaxqdgSXqhZVxuwIcEKXevkL2bn/dpzvXK+SmlaL0BODmvKlhwv8p411C40RYcGqX6WcJGlAc/pIwr95ZF7MiBEjNGLECIe3zZkzJ99111xzja655ho3pwJ8G9PefMfg9nEa89Nas2M4lOMjKzZZlTfXFxY81svsCHAjwzBko4jrUr7270mB1DsM6VRL8XUqadvhVH27fK+kc0UyuNa4y5pqyqr9ZsfI44b4mrqmXQ1JZ0Yfz9p4WP/XuprJqQBzcRYNwBIqlQ0xO4JlBVj4RINirHt580gypmr4poEtYjX+ypY+V9CB6zWrxsgjbxAUYLOvSn22SEaNzD2iwq13rNu1frTa1Kwg6czshes6MkUa8OzSRwA86slBTcyO4LSfR1xkdgQ4qe6/jVwbxpRTu1oVTE7j26hDwGreHdJOkWWs0UsJ1rXqqUt4nnixncdOmR3BZ/05sruutNC0Sw4zgPwYAgD4sH7NYvX8tI1mx3Do2vY1NGZAE4WHBirldLaiy4WaHcnS6kaX1Y6jp9SieqTW7k8yLUeTqhH644FuTLXyEG8eSQageHzp1V6B0eFew+bgmcdIMvdpFFte4y5rpp8sMu2SwwwgP0aSAT4sMty63+K+fHUrVSgbotCgQApkTvjijniN6FVf79/UztQcZ7/9pEDmGd5aJGtTM8rsCIDX8dKXez41vXxVXn/jK887bxIZHqy3rm9jdox/8QQALkSRDPBhERZZXhylVz2qjB7u10hVI8PUsgZ9XvxFjQreuTrcp7d0MDsC4HV8YfRO/SrlNO9RFu3wJlXK80WlGf6vlTWa41MkBfKjSAYAXsRms2nqPRdp1kM9dH3HOIfb1Ktc1qX7bEVRzjS1o8vqo6HtzY5RLI/1b2zJ5sSA1TWKLW92hFILsvBCM8jvucubqUHMuefd2eOHu/5t5A/3GnVJQ7MjMI4McIAiGQB4mYAAm+pWLqfxV7bMd9sj/Rpp+sjuLt1feAjtK83Up2mM2RGKpUwwhxZASVxUP9rsCKXGVHzvclPn2nku/3ZfN317Zyc92r+xOYH8zF09nCtGPuTGYhqvWSA/jmQBeNx/r2ttdgSfUb9KuTyXI8oEKzgwQA/3Nf/bSfinazs4HuEI7xUbEWZ2BAAeUCYkUPF1KymQEYEeERoU6NR2IUHuO2XnLw3kR5EMgFvF16mo/s1i9ckt7bVrwiBtfLa/Lm9tnaWvvd03wzrp/ovr2y9f1rKqJOmuHvVctg9DPtAox8tFlvGO/oJfD4tn5KHFxFUsfV+7Xo2ruCAJAKAkboivqQYXfCnqKgwkA/KjSAb4mS71KnlsX0sf761vhnXSxJva6eLGZ6aMlQlx7lszOKdy+VCN6ttIO8cP1NYXBth7QQUHuvbtve6/fUr6NvOuqX++Yuq9F6lD7QpmxyhSl3reP13M13x+W7x9VdqSGhJfU5LU1QemAwI4o2GMe4oucL3yYcGaMaqHWx6bIhmQH1/3An4m14PLZ8UwRcdjbDabggPdd6Tz58juSk7PUqVyrIJlhjrRZfX98C5q9OQfysjONTsOvEid6LJ6fXBrdapbSY/+uKZEj9G8eqRWPnWJ14xoBFC0X0Z0NTsCnODuxXvoSQbkx0gywM/0bxZrdgR4oeDAAApkFrB6XF8N71FPl7asqtkP9zQ7DrxIaXvFVSwbQp8iFKl5tQizI8BJYcGM7PcGvZu4d7o77+pAfhTJAD/y5KAmurFTLbNjACihsOBAjR7QWP+7oa3qRJc1Ow4AF+vnxVPaL2kaoycvbWp2DMCr9CmiCHb+SK8eDSu7fP+MJAPyo0gG+Il7e9XTHd3qMhIAAACLeu3a1mZHKLGnBjVlSm4xRZcL8ej+RvZp4NH9oWgfDm2vV65u6dS2t3Wt45J9Pnd5M/vvnBUA+VEkAwAApXZPT9etqArzxUaEKTQoQJe1qmZ2FL9SLtR72wVX9HDBxxeEBnl2yuN/SrmIB1zPZrM5/QV2oItGfd3UufZ5+3fJQwI+xXs/iQEUS0igZw/EHu3fyKP7g/tEleHEx6rKhwUp5XS22TEkSY/2b2x2BBThjcGt9NiPa5XpxOIPVSJCNf+xXgpi9DGKcGnLqnqgdwOvLvCZJciNC+44UqtSWc15uKcqhPO5biXOrqkVFuz68S02xpIB+TCSDPBxj/RrpKZVI3Rr19oe3W+L6pEe3R/c5+n/a1b0RjBFeU5KUQz/aVNDa5/um+/68JD8X6KcWTE3gH41KNRF9Svpfze0VYOY8mZH8UpvDG7t8X3Wji6ryHCmxVpJQTWyd25om+dyu1oVXLbPbg2iVTUyTO1ru+4xAV/B0TXg4+7tVV/39qrv8f26akg4zBcbGWZ2BBSAAgaKKzQoUE8OaqLnp220X+foWdSqBl90oGjBgXzfXhpt4qLMjgALMAoYSnbhFxg2m81lI8g/v62jcg3RqxhwgE82AO7BZy4AeIXBHWrmufyfNtWZPgt4gM1m087xA82OAS/iqsPr4vRCA/wNRTLAz9hsNg1qUdXt+6kaWcbt+4D7vWnCVBB4nwHNY82OgGK4cATi6AF5C2JvDG5Nfyk4xdleSiiYzWYTtQr/VtDLqFn1CI/mAHAGRTLAD7m7B0a7WhVUJ7qsW/cBz2BlOzjjZSeXr4c1XHg+HhIUoC9vj1eNCmX05e3xpmSCd2IkimtElKFHmF+7oEq2emxfLRx9saqUz9/uojRtFmIiQjVmAKOEgaJQJAP8UEhQgG7vWscljxXsYGWmgR4YqQb3G9GrPidAFmeVlmTlwzjB83ZdG0RrwWMXq2uDaLOjwIsEWOVNCPBixnlVst/u66rI8GBVj3I8I+PZy0u+mNKSMb11V496Jb4/4C8okgF+yp2HtRwyA4B1UfuGq/Bcco1uDSqbHQEmCgk6d0revIjV4S9vXb3E+2GxH8A5NJwAUCqO+pHwGQx4hhVeax8ObW92BBTT+SdKFcuGmJgE3o6RZK5RidehXxvYoqomL9ur+DoVzY4CQIwkA/yWO3vtctDsG/gzWp8VFsgIcjDlGtZWuXyo/fcZD3Y3MQm8XVxF89+DfNGd3euaHQEeFBoUqG/v6qxRfRuZHQWAKJIBcIE7LuhvRnEF8IzXr21ldgR1rlvJ7Agopv7NYnXrRbX19vVtVKlcaNF3AArwQJ+GZkcAAMClKJIBfsqVdayWcVFue2yYp2bFcLMjoAg1KpT+bxQaVPJDgStaV1NYcGCpM8CzAgJsGndZM1avRamVC6Vzi7s8fVlTsyPAh/zxQDezIwBegyIZgFKpFlVGxoWNyRhK5hOubFvD7AhwszkP99T8x3qV6L7hIYF66eqWLk4EYNKtHdSsWoTZMeBB+Y6jJN1ykWtWIQcaxZRXk6q8pwDOokgGoFQ+uaV9vub9bWtGmZIFrhXIsmU+r3Z02RLfd8Oz/RUaxCgywNV6Nqqiafcz6sOfBAfmPSW7sI0FAMBzKJIBKJX6Vcqr6XnfeP90Txc1q1b48tUArMNWggnSTw5q4oYkAOCf7u5Zz/77/Ed7qUpEmIlpYHWtanCcDbgTjQQAlFrDmPL6YXhnxUSEKY4+VoBXKcns6NsZ5QD4vZ/u6WJ2BJ9RqVyodk0YZHYMeIkr29bQ6n1JZscAfBYjyQCU2LXtz/Wsal+7IgUywAR1K5d8yqQkRZUJLvC2d25oqycHNdHFjavYr7v1otqy0XcQcLuXr7J2z7+6pZiuDaDkAmiHAbgVRTIATrure908lyuVCzUpCYCznv2/5qW6f1BggNY/00/vDmmb5/rFYy7WoJZVdUe3unluG9m7Yan2B8A513aIMztCoUoyVRtA6QXyRRXgVky3BFBifET7ruBA/rq+buq9F9l/LxsapIEtqmrXhEHadjhFsZFlVC703CFCWHCg3r+pnbJzDEWGFzzyDIAf4WPC0qLCg3UyLct++f9aVTMxDVzp8tbV9O6cbepaP1qT/9lrdhzA51AkAwDYfX1HvJ7+db3GX9nC7Chwo/mP9ipwenT9KuUdXt+vWaw7IwHwMgxmsbawoEBJZ4pk3w/vrJY0e/cZZUODNP/RXrLZbBTJADdguiXgp7o1rFzs+xgXXO5Qu6JrwsAyutSP1l8P9lC7WvxtvYWR75VZNPoHAigtamTu17V+tEsep0PtigoNCnTJY8EazvYG/e6uziYnAXwPRTLAT/UoQZHsQj0blf4xAJROIA18AZgggKFkbtcgppzZEWBxHevwpSbgahTJAD92VdsaRW90nrIheWdos8IdYL74OpXUpV4lXUa/GQAeRIHe2jhEA4CSoUgG+LFXryne8vJhwbxlAFYTGGDT18M66dn/a2Z2FAB+hJFk7mcUfza93RuDWyswwKanL2vqukAA4Ado3A/4seKMBKtXuawbkwAorVCK2AA8KIiRZJbWqW4lbX6uv4IC+WwAgOJw67vm8ePHNWTIEEVERCgqKkq33367UlNTC71Pz549ZbPZ8vwMHz7cnTEBwCfVpbDpV8JDgsQ5KwBPCeANx+3a1qpQqvtTIAOA4nPrO+eQIUO0fv16zZgxQ7/99pvmzZunO++8s8j7DRs2TAcPHrT/vPzyy+6MCQA+afoD3bVkTG+zY8CD+jePLXKbTnVp8gt4i8ax5c2O4FCL6pFmR/ALl7WsqjcHt9ash3qYHQUA/IbbimQbN27U9OnT9dFHHyk+Pl5du3bV22+/rcmTJ+vAgQOF3jc8PFyxsbH2n4iICHfFBFAMpWiNAROEBAWoUrkQs2PAQgJs0qe3dDQ7BgAnfXxLB7MjOFSzYrjZEfyCzWbTFW2qq25lVrlEwQa3jzM7AuBT3FYkW7x4saKiotS+fXv7dX369FFAQICWLl1a6H2/+uorRUdHq3nz5hozZozS0tIK3DYjI0PJycl5fgC4HgUy7xRIY2W/YlPhf+9RlzRUmZBAD6UBUFrVo8qYHcExPloAy+jdpIrZEQCf4rYiWWJioqpUyfuCDQoKUsWKFZWYmFjg/W644QZ9+eWXmj17tsaMGaMvvvhCN954Y4Hbjx8/XpGRkfafuDgq6YA77DhyyuwIKIGAAJvKh7JGi7+4uUvtQm+vEhHmmSAAfFotRpIBljbhyhZmRwC8VrGLZKNHj87XWP/Cn02bNpU40J133ql+/fqpRYsWGjJkiD7//HNNmTJF27dvd7j9mDFjlJSUZP/Zu3dvifcNAL6oU71KZkeAh3SsU3i/sSvbVPdQEgC+bMTF9c2OgPMwaBwXupjRZUCJFXt4wUMPPaRbbrml0G3q1q2r2NhYHT58OM/12dnZOn78uGJji24sfFZ8fLwkadu2bapXr16+20NDQxUaGur04wHI643BrfTgt6vNjgHAA1jpDIArhIcwQtnTLmkaoxkbDjm87cvb4zXko8Lb2QAAnFPsT7jKlSurcuXKRW7XuXNnnTx5UitWrFC7du0kSbNmzVJubq698OWMhIQESVLVqlWLGxWAE/7Tpoa++2efFu84Vuh2Tw5qouxcOpN5I2e+YB7eo54aVKExMAAAVlQ+rODTtrBgek0iv7OF1du71TE7CuBV3PaVcpMmTdS/f38NGzZMy5Yt08KFCzVixAhdd911qlatmiRp//79aty4sZYtWyZJ2r59u5577jmtWLFCu3bt0i+//KKhQ4eqe/fuatmypbuiAn4vLLjot4I7utX1QBK4Q6PY8kVuM3pAY13VroYH0sAsU+7pYnYEACXw7OXNzI4ACyhqYZY82zL9EpLeG9JWMx/qoWtZ/RIoFrfOu/jqq6/UuHFj9e7dWwMHDlTXrl31wQcf2G/PysrS5s2b7atXhoSE6O+//1bfvn3VuHFjPfTQQ7rqqqv066+/ujMm4Pdu70oBzJfd07O+boivaXYMmOiWLrXVpmYFs2MAKIEK4SFmR4AFXFSf/qJwnk02BQUGqF5lZgkAxeXWhgIVK1bU119/XeDttWvXlmGcm74VFxenuXPnujMSAAe6Noh2ajuD2ZZeqUxIoB7p20hfL91jdhSY5IlBTcyOAKCErDYqaOylTc2O4JeuaF1do75zrodsXAVWHwWAkqLrJgCnGaJK5q1CgmjY7q92TRhkdgQApVCcaXaecFPnWmZH8EsBAQU/DyLLBOe5PKC584ukAQDy4qwJQJGubFNdEiPJvFnZ0CC9cjW9HQHA21htJJnF4kBS0AUFtF6Nq5iUBAC8H0UyAJKkq9oW3LT99cGtJSnP9Gh4n2to3OoX3hjcyuwIAFyofW1r9RO0Wa1q50eube/4WO3CP0mnuvQvA4CSokgGQFLBDWHnP9rL/vvlravbf3/6MnqSAFb0nzY1dFMnpkMBvqJK+TCzI8AiXrqqpSqVzb+Qg9Wm5MJ8tEgBSo6eZAAkFTydI65ieJ7fV4/rqwCbVD4s2PEdAACAzwospDcW3Mtms+mHu7uo16tz8lwfXZ4VUAHAVRhJBqBYIssEUyADAMAP0RDefHWiy2pIfE375ZF9Gig8hHEPyIvRhUDJUSQDIEkqE8wBFgAAgNUFnDf8f2SfhpKkJlUjJEndG1Y2JRMA+ArOigFIkvo0YSUkwFeEBvEdGAD4KkczXj+7rYN+SThQ6EJMAICiUSQDIEkKCsx/Uj3+yhYmJAFQWvf0qq8F245ysgTApdrUjDI7AuR4hdEq5cN0R7e6JqSBFQUHMt0SKCm+agbgUJ8mVXRt+zizYwAogYplQzR9ZHcN684JE+ALnr28mdkRJEm3XlTH7AiQdHW7M1+AtI6LMjcILCsqnMUcgJJiJBkAh0Zd0ogVrAAAsIChnWvr0pbV1PeNuTqammlajmAHo87hec2rR2rZE71VkUIIJIUFB+a5zAIbQOnwSQfALq5iGfvvDkbyAwAAk1QsG6L3b2pvdgxYRJXyYQ5bZcD/XFQ/2uwIgE/hnRWA3bd3drb/TpEMAABraVergv54oJvZMQBYSGCATdHlQu2XDcPEMIAPoEgGwK5a1HkjyUSVDAAAqwngWywAANyGIhkAhyqXDy16IwAA4FFVo8JM2e9LV7HiNQDA99G4H0Aev47oqvSsHFUsSzNYAACsJiIsWGHBATqdleuxfXatH63BHWp6bH8AiocBpoDrMJIMQB4takSqY52KZseAB1zZtrrZEQAAJVA3upxH93d7tzoe3R+A4mkTF2X//Zr2NcwLAvgARpIBgJ+i7xwAeCdPjRr5v1bVdN/F9dUgprxndgigRF66qqXiKm5Tp7qV1LtJjNlxAK9GkQwAAABAPqMuaaja0WXNjgGgCBXKhuipS5uaHQPwCUy3BAAAAJBHnyYxFMgAAH6HIhkAAADgRTwx3fK9G9u6fycAAFgMRTIA8CPPXt7M/rshw8QkAICSGntps6I3KqXgQE4TAAD+h08/APAjQzvXNjsCAKCUOtapqGWP9zY7BgAAPociGQAAAOBlqkSEKbpcqCTp4sZVXPrYt3Sp7dLHAwDAW7C6JQAAAOCFlj/ZR4lJp1W5fKjqPf672XEAAPB6FMkAAAA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"text/plain": [
"<Figure size 1500x600 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sr, sound_array = wav.read(\"voice.wav\")\n",
"sound_array = sound_array.T[0, :] if sound_array.ndim != 1 else sound_array\n",
"sound_array = sound_array / np.max(np.abs(sound_array)) # 归一化\n",
"\n",
"sound = sound_array\n",
"threshold = np.max(np.abs(sound)) / 20\n",
"negative_sound = sound + threshold\n",
"negative_sound -= np.abs(negative_sound)\n",
"positive_sound = sound - threshold\n",
"positive_sound += np.abs(positive_sound)\n",
"sound = (negative_sound + positive_sound) / 2\n",
"\n",
"plt.figure(figsize=(15, 6))\n",
"plt.subplot(2, 1, 1)\n",
"plt.plot(sound_array)\n",
"plt.subplot(2, 1, 2)\n",
"plt.plot(sound)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "9f31a841-0274-4aed-895e-bbc696c303d5",
"metadata": {},
"outputs": [],
"source": [
"def delta_sgn(x: np.ndarray) -> np.ndarray:\n",
" # x - 语音信号\n",
" \n",
" sound = x\n",
" threshold = np.max(np.abs(sound)) / 20\n",
" negative_sound = sound + threshold\n",
" negative_sound -= np.abs(negative_sound)\n",
" positive_sound = sound - threshold\n",
" positive_sound += np.abs(positive_sound)\n",
" sound = (negative_sound + positive_sound) / 2\n",
" \n",
" return np.sign(sound)"
]
},
{
"cell_type": "markdown",
"id": "bcb68d94-93f7-4f12-a68d-10cbf66d6870",
"metadata": {},
"source": [
"采用噪声背景下的修正$\\operatorname{sgn}$函数的短时过零率计算函数。"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "36ff9c6b-9283-4235-96ab-b7bdc928e432",
"metadata": {},
"outputs": [],
"source": [
"def zcrf_delta(x: np.ndarray, FrameLen: Optional[int] = 128, inc: Optional[int] = 90) -> np.ndarray:\n",
" # x - 语音时域信号\n",
" # FrameLen - 每一帧的长度\n",
" # inc - 步长\n",
"\n",
" sound = x\n",
" sgn_sound = delta_sgn(sound)\n",
"\n",
" dif_sound = np.abs(sgn_sound[1:] - sgn_sound[:-1])\n",
" h = np.ones((FrameLen,)) / (2 * FrameLen)\n",
"\n",
" frames = []\n",
" for i in range(0, len(dif_sound) - FrameLen, inc):\n",
" frame = dif_sound[i : i + FrameLen]\n",
" frames.append(frame)\n",
"\n",
" frames = np.array(frames)\n",
" zcr = np.dot(frames, h.T).T\n",
" return zcr"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "a46b2f69-26ac-4f79-942c-59aa2e150937",
"metadata": {},
"outputs": [],
"source": [
"def analyze_sound(filename: str, FrameLen: Optional[int] = 128, inc: Optional[int] = 90) -> None:\n",
" sr, sound_array = wav.read(filename)\n",
" sound_array = sound_array.T[0, :] if sound_array.ndim != 1 else sound_array # 双通道改单通道\n",
" sound_array = sound_array / np.max(np.abs(sound_array)) # 归一化\n",
" \n",
" amp = ampf(sound_array, FrameLen, inc)\n",
" zcr = zcrf_delta(sound_array, FrameLen, inc)\n",
" \n",
" rescale_rate = len(sound_array) / amp.shape[0]\n",
" frameTime = np.arange(len(amp)) * rescale_rate\n",
" # 将曲线图拉伸至和语音信号图一样长,方便分析\n",
" \n",
" x1 = []\n",
" x2 = []\n",
" x3 = []\n",
" amp2 = np.min(amp) + (np.max(amp) - np.min(amp)) * 0.05\n",
" zcr2 = np.min(zcr) + (np.max(zcr) - np.min(zcr)) * 0.04\n",
" \n",
" threshold_len = 6\n",
" state = 1\n",
" for i in range(threshold_len, len(amp) - threshold_len):\n",
" if state == 1:\n",
" if np.all(zcr[i : i + threshold_len] > zcr2):\n",
" x1.append(i * rescale_rate)\n",
" state = 2\n",
" elif state == 2:\n",
" if np.all(amp[i : i + threshold_len] > amp2):\n",
" x3.append(i * rescale_rate)\n",
" state = 3\n",
" if state != 1 and np.all(amp[i : i + threshold_len] < amp2) and np.all(zcr[i : i + threshold_len] < zcr2):\n",
" x2.append(i * rescale_rate)\n",
" state = 1\n",
" \n",
" # 绘制语音波形、短时能量、短时过零率\n",
" plt.figure(figsize=(12, 8))\n",
"\n",
" # 语音波形\n",
" plt.subplot(3, 1, 1)\n",
" plt.plot(sound_array)\n",
" plt.title(\"Waveform\")\n",
" for boundary in x1:\n",
" plt.axvline(x=boundary, color=\"r\", linestyle=\"--\", linewidth=0.8)\n",
" for boundary in x2:\n",
" plt.axvline(x=boundary, color=\"b\", linestyle=\"--\", linewidth=0.8)\n",
" for boundary in x3:\n",
" plt.axvline(x=boundary, color=\"g\", linestyle=\"--\", linewidth=0.8)\n",
" \n",
" # 短时能量\n",
" plt.subplot(3, 1, 2)\n",
" plt.plot(frameTime, amp, label=\"Energy\")\n",
" plt.axhline(y=amp2, color=\"r\", linestyle=\"--\", label=\"Energy Threshold\", linewidth=0.8)\n",
" plt.legend()\n",
" plt.title(\"Short-time Energy\")\n",
" for boundary in x1:\n",
" plt.axvline(x=boundary, color=\"r\", linestyle=\"--\", linewidth=0.8)\n",
" for boundary in x2:\n",
" plt.axvline(x=boundary, color=\"b\", linestyle=\"--\", linewidth=0.8)\n",
" for boundary in x3:\n",
" plt.axvline(x=boundary, color=\"g\", linestyle=\"--\", linewidth=0.8)\n",
" \n",
" # 短时过零率\n",
" plt.subplot(3, 1, 3)\n",
" plt.plot(frameTime, zcr, label=\"Zero Crossing Rate\")\n",
" plt.axhline(y=zcr2, color=\"r\", linestyle=\"--\", label=\"ZCR Threshold\", linewidth=0.8)\n",
" plt.legend()\n",
" plt.title(\"Short-time Zero Crossing Rate\")\n",
" for boundary in x1:\n",
" plt.axvline(x=boundary, color=\"r\", linestyle=\"--\", linewidth=0.8)\n",
" for boundary in x2:\n",
" plt.axvline(x=boundary, color=\"b\", linestyle=\"--\", linewidth=0.8)\n",
" for boundary in x3:\n",
" plt.axvline(x=boundary, color=\"g\", linestyle=\"--\", linewidth=0.8)\n",
" \n",
" plt.tight_layout()\n",
" plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "d9271be6-0ab0-47a0-9605-ceeef04b6e6b",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 1200x800 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"analyze_sound(\"voice.wav\", FrameLen=128, inc=90)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "6307da40-9661-4f90-9580-9bca10c49a41",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1200x800 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"analyze_sound(\"tang1.wav\", FrameLen=128, inc=90)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.18"
}
},
"nbformat": 4,
"nbformat_minor": 5
}