a976209770 发表于 2024-12-10 11:35

APM32的USB设备数据传输流程分析及实现

本帖最后由 a976209770 于 2024-12-10 11:37 编辑

1. USB相关基础知识

USB(通用串行总线)是一种高速、可靠的通信协议,用于实现计算机与外设之间的数据交换。它支持多种设备类型,采用灵活的端点机制传输数据,适应不同的应用场景。
USB在设备模式下支持多种应用类,其中 CDC(虚拟串口通信)、MSC(大容量存储)、HID(人机交互设备)是最常见的三种类型。它们广泛用于调试、存储和交互等领域,具有不同的特点和适用场景。

1.1. CDC(Communications Device Class)

[*]功能:将设备作为虚拟串口连接到主机,实现串口通信功能。
[*]应用场景:


[*]调试工具:通过虚拟串口输出调试信息。
[*]通信模块:设备与主机之间的数据交互。

[*]特点:


[*]基于批量传输(Bulk Transfer),支持高效数据传输。
[*]无特定数据格式,适合灵活通信。

1.2. MSC(Mass Storage Class)

[*]功能:将设备作为大容量存储设备连接到主机,使其被识别为U盘或外部硬盘。
[*]应用场景:


[*]文件传输:数据备份与共享。
[*]固件升级:通过主机写入新固件至设备。

[*]特点:


[*]基于SCSI命令控制数据流。
[*]支持文件系统存储,数据格式需符合块存储结构。


1.3. HID(Human Interface Device Class)

[*]功能:用于实现人机交互设备,如键盘、鼠标和触控板。
[*]应用场景:


[*]鼠标、键盘:输入设备。
[*]游戏手柄、遥控器:控制设备。

[*]特点:


[*]使用中断传输(Interrupt Transfer),低延迟、高响应。
[*]数据以报告(Report)的格式传输,结构由描述符定义。

三种应用类的对比分析

特性CDCMSCHID
主要功能虚拟串口通信大容量存储设备人机交互设备
传输方式批量传输(Bulk Transfer)批量传输(Bulk Transfer)中断传输(Interrupt Transfer)
典型数据格式无固定格式,数据流传输基于SCSI命令块报告(Report),由描述符定义
适用场景调试工具,通信模块文件传输,固件升级键盘、鼠标、游戏手柄
传输延迟中中低
实现复杂度较低较高(需支持SCSI协议)较低
数据流方向全双工(主机与设备双向通信)单向或双向(基于SCSI命令)主机轮询,设备定期响应
典型接口配置1个控制端点,2个批量传输端点1个控制端点,2个批量传输端点1个控制端点,1个中断端点

总结与适用性


[*]MSC 适合数据存储需求较大的设备,如U盘和存储模块。
[*]HID 则专注于低延迟的交互式设备,如鼠标、键盘。
[*]CDC 适合需要灵活通信的调试工具或通信模块。


2. APM32 USB设备功能实现

以下详细分析APM32实现USB CDC、MSC和HID功能的数据传输流程,包括主要函数和数据格式。


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YBBBBAIBsCCWEmlZnZYKbPkAoQZoZ041k2AggggAACCCCQJQHCzCzB0i0CCCCAgH8EEsLMoFZm+mdLmGmABAgzA7SZLAUBBBBAAAEEECgAAcLMAtgEpoAAAgggkF+BhDCTysz8bgijB0qAMDNQ28liEEAAAQQQQACBvAsQZuZ9C5gAAggggEC+BRLCTCoz870ljB8gAcLMAG0mS0EAAQQQQAABBApAgDCzADaBKSCAAAII5FcgIcykMjO/G8LogRIgzAzUdrIYBBBAAAEEEEAg7wKEmXnfAiaAAAIIIJBvgYQwk8rMfG8J4wdIgDAzQJvJUhBAAAEEEEAAgQIQIMwsgE1gCggggAAC+RVICDOpzMzvhjRh9MrSIhWXVTfhTE7JtgBhZraF6R8BBBBAAAEEEAiXAGFmuPab1SKAAAIIJBFICDOpzEyilKu3qlXeskSV9nBV5SouKlKRo5VU2B+aR3O8+3PnsUUtyxWJOD3HlVZKSfq2zjWf1fNfdVmx3HOo52A+EmEmFwECCCCAAAIIIIBAJgUIMzOpSV8IIIAAAr4USAgzqcxsYB9NMFis8qr4YSbgK4qFgJUqSQgfPWFikSOwjHcTfWbOj35eUeLoV3IFiXYY2bJc5aVFruNkzityzzE2TFW5SkwVpzk/NufYp7En1poc67CDUdccYkfzJJUAYWYqGd5HAAEEEEAAAQQQaIoAYWZT1DgHAQQQQCBQAglhJpWZDexv/WFm8lu+3ee4w8/kw0XCRHfoGQsYYxWXjnOtADNapZkspLRDzIqSyC3pVphZopJYX44Q1dFt7KkdnjoDTjt0jR3EE68AYaZXhNcIIIAAAggggAAC6QgQZqajx7kIIIAAAoEQSAgzqcxsYF/dwaQ52BlONjbMTPyOy3j1ZuJnSabkDC9NwOgMMD2fmdvCq8tKrGpSM1frNnG7MtMcW1ppraEx41aW2hWfZr7usDXJLEP/FmFm6C8BABBAAAEEEEAAgYwKEGZmlJPOEEAAAQT8KJAQZlKZ2cA21h9mxr6LMlbxaLqLB5XmeynrDQ3tykm5b1ePfRemM7T09Bs7xq6edMzBhKzxz4tVXhG/zdz6zHGsd772eSYEJcxs4PLwfEyY6QHhJQIIIIAAAggggEBaAoSZafFxMgIIIIBAEAQSwkwqMxvY1gbCTPvsaHVk5Mdy3OdYlZyu8NA+STLfd2mHnbEqyujH5rX9WeQt06+jOtJxrkwYmmIMK5CsN8yMDujqz7znXIdn7OgpPLgFCDPdHrxCAAEEEEAAAQQQSE+AMDM9P85GAAEEEAiAQEKYSWVmA7vqDPQih1rhpKtiMtpF9BZudwhoPjNVl/bt2p7hXAGi43ssTV8J4aSZi7Pi0vPcc7wdopabW8XtMDPlbebxsLKy1A5MnQGpY26eJfAyLkCYGbfgGQIIIIAAAggggED6AoSZ6RvSAwIIIICAzwUSwkwqMxvcUXNbdqTiMnJo8u/JdH6XpicAtao27YDQM5wJM0tLVBwLIqO3m8deO4+PB47Wu94gNHZOpI9IVWd0LibMbFnsGCdxjmaNVgAavTXeXRlKmOnciVTPCTNTyfA+AggggAACCCCAQFMECDObosY5CCCAAAKBEkgIM6nMbMT+RgNG+7spHVWZru+mjIWJJih0Vk2mqMo0NZvmuy2j59l9FZeVq8SMFevPnqK3X+cYyY4355lzSlRp/wCQ3ZXrMd5vPAA1fTsDWGeVputkXjgECDMdGDxFAAEEEEAAAQQQSFuAMDNtQjpAAAEEEPC7QEKYSWVm/rfUBI3eXyg3s0p4PxpMJp2xJ2y0z7X7db62Q9mkgWmk8/gP/8SDXPf3dyadROjfJMwM/SUAAAIIIIAAAgggkFEBwsyMctIZAggggIAfBRLCTCoz/biNzLlABQgzC3RjmBYCCCCAAAIIIOBTAcJMn24c00YAAQQQyJxAQphJZWbmcOkp9AKEmaG/BABAAAEEEEAAAQQyKkCYmVFOOkMAAQQQ8KNAQphJZaYft5E5F6gAYWaBbgzTQgABBBBAAAEEfCpAmOnTjWPaCCCAAAKZE0gIM6nMzBwuPYVegDAz9JcAAAgggAACCCCAQEYFCDMzyklnCCCAAAJ+FEgIM6nM9OM2MucCFSDMLNCNYVoIIIAAAggggIBPBQgzfbpxTBsBBBBAIHMCCWEmlZmZw6Wn0AsQZob+EgAAAQQQQAABBBDIqABhZkY56QwBBBBAwI8CCWEmlZl+3EbmXKAChJkFujFMCwEEEEAAAQQQ8KkAYaZPN45pI4AAAghkTiAhzKQyM3O49BR6AcLM0F8CACCAAAIIIIAAAhkVIMzMKCedIYAAAgj4USAhzKQy04/byJwLVIAws0A3hmkhgAACCCCAAAI+FSDM9OnGMW0EEEAAgcwJJISZVGZmDpeeQi9AmBn6SwAABBBAAAEEEEAgowKEmRnlpDMEEEAAAT8KJISZVGb6cRuZc4EKEGYW6MYwLQQQQAABBBBAwKcChJk+3TimjQACCCCQOYGEMJPKzMzh0lPoBQgzQ38JAIAAAggggAACCGRUgDAzo5x0hgACCCDgR4GEMJPKTD9uI3MuUAHCzALdGKaFAAIIIIAAAgj4VIAw06cbx7QRQAABBDInkBBmUpmZOVx6Cr1AXesB2jN8nI4cOaIzZ87I/L398ssvoXcBAAEEEEAAAQQQQKBpAoSZTXPjLAQQQACBAAmYYOXs2bM6duyYfphbo2YdDmrf4Qvad8jZzqv2UOPb/kPnFW/ntP9Q8nbg0Dmlbmd14FC8HTx0VlY7eFYHG2iHDp7VoYNnGmyHD55RYjutwwcT25GDp1VvO3BaRw6cslrdgVNqbDt64JQi7aSOHqi/HTtwUsnbCR07EG/HD5xQrO0/oeP1tBP7j6ux7eT+43K3Yzq5P7Gd2n9MDbbaozpVe1SnL6KdqT2qSKvTmdrU7WxtnVK3IzpbG2/nao/I1fYd0bmk7bDO72t8u7DvsEwzYebeEeNVV1dn/Z0RZgboH0+WggACCCCAAAII5EGAMDMP6AyJAAIIIFBYAibMPHfunE6cOKHpC/brd0/s1+8e36ffP1ajPzxWoz8+tld/emyPLnl0jy59tFp/fnS3ikxrtUt/abVLl7Wq0uWtduqKR3boykd26KpHtutq0x7epmsf3mq16x7eouuLN+uG4s26sXiT/lq8SX9ruVE3tdygm1uu199Ne2idbnlonW59aK3+8dAa3fbgat3+4Go1e3CV7jDtgZW664EVVrv7geW65/5luvf+ZWp+/1Ldd/9StWixRPe3WKwHWizSg6bdt1AP3bdQLe9boOL75uvh5vP0SPN5atV8rh5tPleP3Vupx++dY7Un7p2tJ++p0FP3VOjpe2bpmXtm6dm7f9Zzd/+k5++eqRdMu2uGWt81Qy/e9aNeumu6Xr5zul65c5ra3DlVr945VW3v+EGv3THFaq/fMVntmk3SG80mqX2ziXqz2UR1uH2C3rr9e3W8fbxKTLttnDrdNk6lt41V59u+U5d/fKeu//hW3f7xjd6+9Rt1v/Vr9bDaV+p1y5fqdcsX6n3LF3rnls/17t8/V5erh6vPzeXq9/dP9d7N5Xrv5k/U/+ZP9P5NZRpw0xh9cNMYDbxptD782ygN+tsoffS3kRps2l8/1tC/jtDQvw7XsL8O1/Abh2nEjcP08Y1DNfLGIRp1wxCNvmGwRt/wkcpMu36QPrl+kMqv/1CfXj9Qn133gT6/7gN9cd0AfWnate/r62v76+tr39M3176nb6/pp++u6aex1/TVuGv6aPzVffT91e/q+6vf0UTTruqtSVf11uSremnKVT31w5U9NPXKHpp2ZXdNN+2KtzXjim6acUVXzbyiq366vIt+vryLZl3eWRWXl2r2ZaWac1knzbmsRHNN+0tHzftLR83/y1ta8JcOWlj0phYVvanFRe21pKi9lv75DS37czurLf/z61px6WtaeelrWnVpW62+9FWtueRVrb2kjdZe8orWm/anl7XhTy9r459e0qY/vajNf3xRW/7YWlv/+IK2/fEFbf/D89rxh+estvMPz6rq989o1++f0e7fP63q3z+tPb97Snt/96RqfveE9v3uCdWaNmqi9T8LzP80oCqzsP79YzYIIIAAAggggIDfBAgz/bZjzBcBBBBAIOMCJlw5f/68Tp8+bd0KW1NTo507d2rbtm3asmULrUANLrvsMq1YsYL9KdD9MX8/5u9o7969Onz4sE6dOmX9nRFmZvyfMDpEAAEEEEAAAQRCJUCYGartZrEIIIAAAqkE7O/NPHnypHU77KFDh3TgwAHt379ftbW1tAI0uPLKK7V161b2pgD3xvzdmL+fgwcPWn9P5u/KVGVyi3mqf4F4HwEEEEAAAQQQQKCxAoSZjZXiOAQQQACBQAuYajETtJjbzc2PlJgqMhPA0ArX4JprrpGpomWPCnePzN+R+Xsyf1cEmYH+J5TFIYAAAggggAACORMgzMwZNQMhgAACCBS6gAk07VDT3HZOK2yDa6+9VqaCln0q7H2yQ0xuLy/0fwGZHwIIIIAAAggg4A8Bwkx/7BOzRAABBBDIsYAdbPIYCXgL0eG6666zvuO0EOfGnOLXTY7/dBkOAQQQQAABBBBAIOAChJkB32CWhwACCCCAQFAFTJhZV1cX1OWxLgQQQAABBBBAAAEEEEgiQJiZBIW3EEAAAQQQQKDwBQgzC3+PmCECCCCAAAIIIIAAApkWIMzMtCj9IYAAAggggEBOBAgzc8LMIAgggAACCCCAAAIIFJQAYWZBbQeTQQABBBBAAIHGChBmNlaK4xBAAAEEEEAAAQQQCI4AYWZw9pKVIIAAAgggECoBwsxQbTeLRQABBBBAAAEEEEDAEiDM5EJAAAEEEEAAAV8KEGb6ctuYNAIIIIAAAggggAACaQkQZqbFx8kIIIAAAgggkC8Bwsx8yTMuAggggAACCCCAAAL5EyDMzJ89IyOAAAIIIIBAGgKEmWngcSoCCCCAAAIIIIAAAj4VIMz06cYxbQQQQAABBMIuQJgZ9iuA9SOAAAIIIIAAAgiEUYAwM4y7zpoRQAABBBAIgABhZgA2kSUggAACCCCAAAIIIHCRAoSZFwnG4QgggAACCCBQGAKEmYWxD8wCAQQQQAABBBBAAIFcChBm5lKbsRBAAAEEEEAgYwKEmRmjpCMEEEAAAQQQQAABBHwjQJjpm61ioggggAACCCDgFCDMdGrwHAEEEEAAAQQQQACBcAgQZoZjn1klAggggAACgRMgzAzclrIgBBBAAAEEEEAAAQQaFCDMbJCIAxBAAAEEEECgEAVuueUW7d69uxCnxpwQQAABBBBAAAEEEEAgSwKEmVmCpVsEEEAAAQQQyK4AlZnZ9aV3BBBAAAEEEEAAAQQKUYAwsxB3hTkhgAACCCCAQIMChJkNEnEAAggggAACCCCAAAKBEyDMDNyWsiAEEEAAAQTCIUCYGY59ZpUIIIAAAggggAACCDgFCDOdGjxHAAEEEEAAAd8IEGb6ZquYKAIIIIAAAggggAACGRMgzMwYJR0hgAACCCCAQC4FCDNzqc1YCCCAAAIIIIAAAggUhgBhZmHsA7NAAAEEEEAAgYsUIMy8SDAORwABBBBAAAEEEEAgAAKEmQHYRJaAAAIIIIBAGAUIM8O466wZAQQQQAABBBBAIOwChJlhvwJYPwIIIIAAAj4VIMz06cYxbQQQQAABBBBAAAEE0hAgzEwDj1MRQAABBBBAIH8ChJn5s2dkBBBAAAEEEEAAAQTyJUCYmS95xkUAAQQQQACBtAQIM9Pi42QEEEAAAQQQQAABBHwpQJjpy21j0ggggAACCCBw9dVXa/fu3UAggAACCCCAAAIIIIBAiAQIM0O02SwVAQQQQACBIAlQmRmk3WQtCCCAAAIIIIAAAgg0ToAws3FOHIUAAggggAACBSZAmFlgG8J0EEAAAQQQQAABBBDIgQBhZg6QGQIBBBBAAAEEMiMwc2jUF2QAACAASURBVOZM2e0Pf/iDJk6cGHudmRHoBQEEEEAAAQQQQAABBApZgDCzkHeHuSGAAAIIIICAS+Dmm2/Wr371q4R2+eWXu47jBQIIIIAAAggggAACCARTgDAzmPvKqhBAAAEEEAikwLhx4/TrX//aFWb+y7/8i4YNGxbI9bIoBBBAAAEEEEAAAQQQcAsQZro9eIUAAggggAACBS5w3333ucLMG264QXV1dQU+a6aHAAIIIIAAAggggAACmRAgzMyEIn0ggAACCARC4JdffpHdLly4IFphGnz22Wf693//dyvQ/Od//mcNHTqUvSrg69X+mzKP/IcAAggggAACCCCAQLoChJnpCnI+AggggEAgBEzQYsLL8+fP6+zZszpz5gytgA2aN29uhZnmF813797NXhXwXpm/J/N3Zf6+CDQD8c8li0AAAQQQQAABBPIqQJiZV34GRwABBBAoBAG7cuzcuXNasPaE5q46qjkrjmj28sOa42zLDqkySZu77JDmLjvoavOWHVS8HdD8ZQc0f6m7LVi6X962cOl+LVxaG2uLltYq1pbUatGSfVqcpC1Zsk9LltTE2tIlNYq3vVq6ZK+WmbbY2fZo+WJ3W7F4jyKtWisWR9rKxdVytUW7tcrTVi/ardWLdrnamkW7FGlVWrMo0tYuqtLahfG2buFOedv6hTsVaTu0fmGkbVi4Q/G2XSPfK9d//utv9V6nD7VxwXarbVqwTd62ecE2RdpWbV6wVVucbf5WbZm/VVvnb0lo2+Zv0bb5m2Nt+/zNcrdN2jEvse2ct1HOVjVvo+Jtg6rmbdAuZ5u7QbvmrtduT6ueu17Vc9e52p656xRva7Vn7lrtNa3S3Woq18jZ9lWuUaSt1r7KSKutXK1Ym7NatXNWab+nHZizSgfmrHS1g3NWKt5W6OCcFTpkt9krdGj2Ch2evTzWjsxZoaNzV+nEgrUyf18EmoXwLx5zQAABBBBAAAEE/C1AmOnv/WP2CCCAAAIZEDBhpqkcO336tGYtq9Ntbx7W7W8e0u1vHlSzNw/qjvYHdGf7A7qr/X7dbbVa3dO+Vve+sU/NrVaj+96oUYt2e3V/uz1We6BdtR58fbceen23Wr6+S8WmvValh1+r0iOv7VQrq+3Qo6/t0GNtt+txq23TE2236slXt+qpV7dY7elXN+uZNpv0bJtNeq7NRj1vtQ16oc0GtX5lvV602jq99Mo6vfzyWr3y8hqrtXl5tV59abXavrRKr720Uq+b9uIKtXtxhd54cbnaW22Z3nxxmTq0Xqq3rLZEHVsvVskLi9XphUVWK31hoTo/v0Bdnl+grs/PVzerzdPbz89T9+fmqofVKtXzuUr1enaOej8722rvPFuhd5+pUJ9nZqnvMz+rn2lP/6T3nv5J/Z+eqfetNkMDnp6hD576UQOtNl0fPjVNg56cpo+enGq1wU/+oCFP/KChT0zRsCcma7jVJmnEE5M05OGxGvn4RI18fIJGPT5Box/7XmMeG2+1ssfG6ZNHx6n80bH69NGx+uzR7/RZq2/1eatv9UWrb/Sl1b7WV62+1tePfKVvrPalvn3kC3338Bca+/DnVhv38GcaX/yZvi/+VBOKyzXRap9oUstPNLllmaZYbYx+aDlGUx8arWkPjbLa9IdG6scHR2rGgx9rptVG6KcHhuvnB4Zr1gPDVGG1oZr9wFDNuX+IKq02WHPv/0jzWnyk+S0GWW1Biw+18L4Ptei+gVp83wdWW3LfAC1tPkDLmr+v5VbrrxXN+2vlve9pldX6afW9fbXmnr5ae08frbPau1p/9zvacPc72nh3b22yWi9tvquXttzVU1ut1kPb7uqh7Xd2144737bazju7qeqObtp1R1ftvqOL1aqbddaeZp21t1mpaqzWSfuadVLt7SXab7WOOnD7Wzp421s6dFsHHb6tg458Os36+zJ/Z1RnZuAfLbpAAAEEEEAAAQRCLECYGeLNZ+kIIIAAAhEBE66YqrETJ05oxqKDuqPjYWgQQCBDAnWtB2j/6Ek6fvy49XdGmJkhWLpBAAEEEEAAAQRCKkCYGdKNZ9kIIIAAAnEBE66Y7/U7duyYps7bp2YdDsY/5BkCCKQlYMLMmo+/19GjR62/M241T4uTkxFAAAEEEEAAgdALEGaG/hIAAAEEEEDAhCsmzDRhy5TKvWr21iFQEEAgQwImzNw7Yrzq6uqsH2oizMwQLN0ggAACCCCAAAIhFSDMDOnGs2wEEEAAgbiAM8ycPGcPlZlxGp4hkLbAkRfe157h43TkyBHCzLQ16QABBBBAAAEEEECAMJNrAAEEEEAg9AIJYSaVmaG/JgDInABhZuYs6QkBBBBAAAEEEEBAIszkKkAAAQQQCL1AQpjJd2aG/poAIHMChJmZs6QnBBBAAAEEEEAAAcJMrgEEEEAAAQSUEGZSmclVgUDGBAgzM0ZJRwgggAACCCCAAAIizOQiQAABBBBAIDHMpDKTqwKBjAkQZmaMko4QQAABBBBAAAEECDO5BhBAAAEEEFBimEllJpcFAhkTIMzMGCUdIYAAAggggAACCBBmcg0ggAACCCCQJMykMpPLAoGMCRBmZoySjhBAAAEEEEAAAQQIM7kGEEAAAQQQSBJmUpnJZYFAxgQIMzNGSUcIIIAAAggggAAChJlcAwgggAACCCQJM6nM5LJAIGMChJkZo6QjBBBAAAEEEEAAAcJMrgEEEEAAAQSShJlUZnJZIJAxAcLMjFHSEQIIIIAAAggggABhJtcAAggggAACScJMKjO5LBDImABhZsYo6QgBBBBAAAEEEECAMJNrAAEEEEAAgSRhJpWZXBZ+E6goUXFZtWvWlaXFKq9yvZWXF4SZeWFnUAQQQAABBBBAILACvwrsylgYAggggAACjRS4cOGCzp49q6NHj2rynD1qRmVmI+U4rJAEIuFlpUqKilSUopVU5H7GhJm5N2dEBBBAAAEEEEAgyAKEmUHeXdaGAAIIINAogYQwM6+VmSaMKlGlc+YVJe5wqtT5aaVKvK9blstdo+fsLPK8srRIrmDLjBE7r1rlLeOBmF3xZ86Jh2SOqr+qchU7wzPXfBLHtt5pyjkpupIiAZ5rPSmPTfaBOwBsej/J+m7ie2Y/GuPo7N6YRs+pLit276/zuBw/J8zMMTjDIYAAAggggAACARcgzAz4BrM8BBBAAIGGBRLCzHxWZkaDS1egliRojH1uhYKO8NP7OsXy6wszTRCWLEhzneOckxkzFoRKVujZUBDXlHNSrCW9tyPBrR3YStUqL3OGxen13uSzmxJmxgYza4peE0luP48dlqMnhJk5gmYYBBBAAAEEEEAgJAKEmSHZaJaJAAIIIJBaICHMzGNlpnWrcJmnKs8ZHCoSFsbCNxNWtYxX4VlBZJGjajLFsl3BpDnGMUajw0w7sPQEk5FKyQbm0MA5kXVEK0GjQal3XmYNxWXLolWkjvFM37FK0XjQa4Ws9vv23B3rTkaV8pzSkvjt3LEgN1JVWxKrYHXMKVo9ale2xsLo6H7a70f2NVmlaLRa1p63a7J2JW10PLN++zjCTJcULxBAAAEEEEAAAQT8L0CY6f89ZAUIIIAAAmkKJISZeavMrFSJFYxFQrFYfaArcDPBVTwkMwFfSZkdXkUq8sobcYtxfWGmfdt2ked296TBnrFPCCYj4ZozsEvYovrOMeu1wzhJZo3xkM8OJ51G5rlt4nweCWnNPOJ9RGZir9/7vmueCe7RW/PN+zEb51rN2PHb903fkXW49yziG1lH/BgzcrXKS6NfEeAxsD4zt/47XFxztULRiIHVpx3aeh7r3RNvhxl6TWVmhiDpBgEEEEAAAQQQQMASIMzkQkAAAQQQCL1AQpiZp8pMZ7BmwjZn9aVduWceY+/HAiw7BIt+f2YjqvHsMC+2+a7gLvputMLRHs91jjPQqy+YjA3geVLPOWYc53qt59EQL2bkCvscAWaydZiQ0PEdoHbfZl2x/jzTMy9de+AMVT1jxF0c8zAd2HOMOtrjRh5N8OgMQj0TsM/1vF3fy6S/Xt6Ia6G+PjPxGWFmJhTpAwEEEEAAAQQQQMAWIMy0JXhEAAEEEAitQEKYmZfKzCSBm337siM8cwds5hy7wq9E5WUlkR99SQgKE7c2HsBFP3OM4Tra0Zf7HEcQ5zgmcq4n1HN1GH1RzznuNXpOjp5XXmpXYprPHeMlXYdjrp7uYoGj9/2Mh5l2RalzoKbNy9mD83ljfs28vspOZ1+ZfE6YmUlN+kIAAQQQQAABBBAgzOQaQAABBBAIvUBCmJmPysyEcM8EXdHAzhXQOYI75znmeezWZ3NMsvAsvtXeikTzOmnQ5RjbFWZa40Xn55xHNARM2ld8+IRb003fsXPMmCnnHwkA47+8bjp1mFjPHWuvKld59DZz9zn2ZMy5zmpXu8rV/T2i9q331m3aDhNr9Ngvwzvn4ajMjFaG2hWu9sjm0bsPlWWO28ztMNs6IbruRtxm7uzfhLXJxnUdk+UXhJlZBqZ7BBBAAAEEEEAgZAKEmSHbcJaLAAIIIJAokBBm5qEyM1k1Yixg9IRn1ndUmu+I/M753ZKOEM4Kz5yVi4lrjn0Ho/2dio7gzBrXft8RKlqBY+z9+HdDRubjuDW8nsAtNhMrDE19Tqo5WOdXRCtQY515QkRX3/Fg0zV/x3rtoNK+Ddz8eE51tG/nObFQ0LMf5pjId1F65mGOi1lEQtPYGGX2CNFff4+6xsZw3hpv9dFAmGnGMn241hUJVON9xsBy+oQwM6fcDIYAAggggAACCARegDAz8FvMAhFAAAEEGhJICDPzUZnZ0CT5HIGUAo4g2w41HaGzHaCax3wEm4SZKTeODxBAAAEEEEAAAQSaIECY2QQ0TkEAAQQQCJZAQpiZh8rMbIi6qxvjVZC5+0VrdzViLFTzVg9mY/H0WTAChJkFsxVMBAEEEEAAAQQQCIQAYWYgtpFFIIAAAgikI5AQZlKZmQ4n5yLgEiDMdHHwAgEEEEAAAQQQQCBNAcLMNAE5HQEEEEDA/wIJYWZAKjP9vzOsIAgChJlB2EXWgAACCCCAAAIIFI4AYWbh7AUzQQABBBDIk0BCmEllZp52gmGDKECYGcRdZU0IIIAAAggggED+BAgz82fPyAgggAACBSKQEGZSmVkgO8M0giBAmBmEXWQNCCCAAAIIIIBA4QgQZhbOXjATBBBAAIE8CSSEmVRm5mknGDaIAoSZQdxV1oQAAggggAACCORPgDAzf/aMjAACCCBQIAIJYSaVmQWyM0wjCAKEmUHYRdaAAAIIIIAAAggUjgBhZuHsBTNBAAEEEMiTQEKYSWVmPTtRrfKWJap0HWHeK1Z5letNqaJERUVFia1luaqjh1aXFaukwnNejl+aORSX2TNKPnhlaXx9laXuNeV7/slnXDjvEmYWzl4wEwQQQAABBBBAIAgChJlB2EXWgAACCCCQlkBCmEllZj2e8TDThIBJw8oid9hpwj9v4GeHgynDTBOEljoj00qVFMUDRdfYdjjqCU8bCiidi7Tn43zP+dz5ufN5yvk7Tw75c8LMkF8ALB8BBBBAAAEEEMiwAGFmhkHpDgEEEEDAfwIJYSaVmck3sapcxY5KSxNQesM8Z9BnOnF9XlESq4C0j3N97hy1vjDTmoc7MLVOdZ3jDj+dXZsxk4ewzorLaHDqCUhNwGrPPWF9zkF4HhMgzIxR8AQBBBBAAAEEEEAgAwKEmRlApAsEEEAAAX8LJISZVGbWs6HxyszIQfHXicGkCRSdAWHkuQlB7UAw8Zzo0K5g0rznCCcbHWYmCTyTrqxSJXZ1Z6rPHVWh9tzNoSnnn7SfcL5JmBnOfWfVCCCAAAIIIIBAtgQIM7MlS78IIIAAAr4RSAgzqcysZ+9MeJkYUHorHb23lTs7rK6qTi/MNNFm9HsrXeO4qigbG2SamdUfZsYrOSN9EmY6d7Ph54SZDRtxBAIIIIAAAggggEDjBQgzG2/FkQgggAACARVICDOpzEy+07Gw0B0UmrCv/u+njFdv2h3bgWDKysb6KjPtThQNVu2qStc5kapQV9gZOy95xagrkI19X2ck6Cw3PwBUUa5ibjOPKTb2CWFmY6U4DgEEEEAAAQQQQKAxAoSZjVHiGAQQQACBQAskhJlUZtaz33YwWX8gaIWIsfDTXclpgs/MhJlmmmY+ju+3jIWQkVvA3T8ilGpZ9VRmVpRYP15kzzcyXjzMTRnGphoqhO8TZoZw01kyAggggAACCCCQRQHCzCzi0jUCCCCAgD8EEsJMKjPr2Tg7zDSHOIJE64xUoaDznEjXdjiYMgw034tpV1yaU1J9T6bzuzRdlZlmzKIGKkYjc2noNnNzlD1fax6Oednztx/tHnmMCxBmxi14hgACCCCAAAIIIJC+AGFm+ob0gAACCCDgc4GEMJPKzHp21BFMVlWqsioSGkZu0Y5XLLo7cB5TJGe1ZH0hoPksfut3tPrSdGwFm/Fqz9it5N5KUEeVpns+3lepQtj4cXaYab6rMzae4weA7M/jZ/DMFiDMtCV4RAABBBBAAAEEEMiEAGFmJhTpAwEEEEDA1wIJYSaVmcn30w4RTWWi/dz8WnmsUtG+9TwSPDrDSO93asY/c4SUyUfN8Lv2HONhaDww9bznCEOtsDL6nZmuCcUC1FRBruvoUL4gzAzltrNoBBBAAAEEEEAgawKEmVmjpWMEEEAAAb8IJISZVGb6ZeuYpw8ECDN9sElMEQEEEEAAAQQQ8JEAYaaPNoupIoAAAghkRyAhzKQyMzvQ9BpKAcLMUG47i0YAAQQQQAABBLImQJiZNVo6RgABBBDwi0BCmEllpl+2jnn6QIAw0webxBQRQAABBBBAAAEfCRBm+mizmCoCCCCAQHYEEsJMKjOzA02voRQgzAzltrNoBBBAAAEEEEAgawKEmVmjpWMEEEAAAb8IJISZVGb6ZeuYpw8ECDN9sElMEQEEEEAAAQQQ8JEAYaaPNoupIoAAAghkRyAhzKQyMzvQ9BpKAcLMUG47i0YAAQQQQAABBLImQJiZNVo6RgABBBDwi0BCmEllpl+2jnn6QIAw0webxBQRQAABBBBAAAEfCRBm+mizmCoCCCCAQHYEEsJMKjOzA02voRQgzAzltrNoBBBAAAEEEEAgawKEmVmjpWMEEEAAAb8IJISZVGb6ZeuYpw8ECDN9sElMEQEEEEAAAQQQ8JEAYaaPNoupIoAAAghkRyAhzKQyMzvQ9BpKAcLMUG47i0YAAQQQQAABBLImQJiZNVo6RgABBBDwi0BCmEllpl+2jnn6QIAw0webxBQRQAABBBBAAAEfCRBm+mizmCoCCCCAQHYEEsJMKjOzA02voRQgzAzltrNoBBBAAAEEEEAgawKEmVmjpWMEEEAAAb8IJISZVGb6ZeuYpw8ECDN9sElMEQEEEEAAAQQQ8JEAYaaPNoupIoAAAghkRyAhzKQyMzvQ9BpKAcLMUG47i0YAAQQQQAABBLImQJiZNVo6RgABBBDwi4AzzJxSuVfNqMz0y9YxTx8I1LUeoL0jxquurk5nzpyR+Xv75ZdffDBzpogAAggggAACCCBQiAKEmYW4K8wJAQQQQCCnAiZYOXfunI4dO6ap8/apWYeDGjvntMaZNvuU1cbPPqVIO6nvZ8fbhNknZNpE0ypMO65Jjja54pjsNqXimKZUHNWUWUf1Q6zVaeqseJs264hMm27az6Yd1o+ONuPnQ7LbzJ8PaebPBzXzp4P6KdYO6Oef4m3WT/tlWoVpM02r1WxHmzNzn+xWOXOfKmfWqHJGjebG2l7NmxFv82fskWkLTPvRtGotdLRFP+6W3Rb/uFuLf9ylxdN3aYnVqrRkepWWxtpOLZseacun79TyaTustmLaDkXadq2cFm+rpm2T3VZP3abVU7dabc3UrYq0LVo7NdLWTd2idVM3a90Pm7U+1jZpww/xtvGHjbLbph82atOUDVbbPGWDIm29tkyJtK1T1mvrlHVW2zZ5nSJtrbZPjrcdk9fIbjsnr9HOSautVjVptSJtlXZNirTdk1Zp96SVkTZxpaqttkJ7Jsbb3onLZbeaictVM2GZ1fZNWKZIW6raCZG2f8JS7Z+wJNK+X6IDVlusg9/H26HvF8luh79fpMPjF1rtyPiFirQFqhsfaUfHL9DR8fMjbdx8HbPaPB0fF28nxs2V3U6Om6uTYyutdmpspSJtjk6PnSMTZtZ8/L2OHj2qs2fPWmFmTv/AGQwBBBBAAAEEEEAgUAKEmYHaThaDAAIIINAUATvMPHHihH5ceECP9arRo9336JFuu/RI1yq16rpTj5rWZYces9p2Pd5lu57oss1qT3beqqei7enOW/SM1Tbr2dLNeq50k9WeL92o5ztt1AudNqh1tL3Yab1eMq1knV4uWadXStZarU3JGr1qWsfVamu1VXqt4yq93nGl1dq9tUJvRFv7t5brTastU4cOy/RWh6VW69hhiTq+uUQlby5RpzcXq9Rqi9T5zUXq3H6hurRfqK7tF1itW/v5etu0N+apu9Xmqscbc9XzjUr1Mq1dpXq3m2O1d9rN1ruvm1ahPq9XqO/rs6zW7/Wf1e+1n/Xeaz+r/2s/6X2rzdSA12ZqQNsZ+qDtDA1s+6PVPmw7XYNMe3WaPnp1mga/OtVqQ9r8oKHRNqzNFJk2vM1kjXjFtEn6+JVJGvnKRKuNemWCXrq6i0a8MFZjXv5eZVYbr09eHq9PXhqn8pfG6dOXxlrts5e+0+cvmvatvnjxW3354jdW+6r11/o62r5p/ZVM+7b1l/ruhS819oUvrDbuhc9l2vgXPtf3z39mtQnPf6qJpj1XrklW+0STn/tEU54r0w+mPTtGU602WtOeHa3pz46y2o/PjNSMaJv5zMcy7adnRujnp0do1tPDrVbx9DCZNvvpYZrz1FCrVT41RHNNe3Kw5j05WPOf/MhqC54cpIWmPfGhFlltoBY/MVBLnvjAaksfH6Bl0bb88fe1wrTH+mvlY/216rH3rLb6sX5a/Wg/rXm0n9Y+2tdq6x7to/WmtXpXG1q9q42t3rHapla9tdm0R3ppi9V6ausjPbXtkR7abtrD3bUj2nY+/LZ2Pdxdux/prprHemn/6Ek6fvy4FWZSldmUf6U4BwEEEEAAAQQQQMAWIMy0JXhEAAEEEAitgAlXzp8/r9OnT1vVY7W1tdq9e7d27typHTt2WG379u2iFZbBZZddptWrV7MvBXZt2n8z5u/H/B3t27dPR44c0alTp6y/M8LM0P5Ty8IRQAABBBBAAIGMCBBmZoSRThBAAAEE/C5gvsfP3GpuAhdzu7kJXw4dOmS1gwcPilZ4BldddZUVNLM3hbc39t+O+Tsyf0/m74pbzP3+ryTzRwABBBBAAAEECkOAMLMw9oFZIIAAAgjkWcBUi5lA01RomtDF/FCJqdSkFa7BNddcI1NFyx4V7h6ZvTF/T+Z/FPDDP3n+R47hEUAAAQQQQACBgAgQZgZkI1kGAggggED6AibQtENNE7zQCtvguuuu0+HDh9knH1yr9t9W+n+l9IAAAggggAACCCAQdgHCzLBfAawfAQQQQKBeATuE4TES9BaSgwkzzW3MhTQn5hK/Tur9w+JDBBBAAAEEEEAAAQSaKECY2UQ4TkMAAQQQQACB/AqYMLOuri6/k2B0BBBAAAEEEEAAAQQQyKkAYWZOuRkMAQQQQAABBDIlQJiZKUn6QQABBBBAAAEEEEDAPwKEmf7ZK2aKAAIIIIAAAg4BwkwHBk8RQAABBBBAAAEEEAiJAGFmSDaaZSKAAAIIIBA0AcLMoO0o60EAAQQQQAABBBBAoGEBwsyGjTgCAQQQQAABBApQgDCzADeFKSGAAAIIIIAAAgggkGUBwswsA9M9AggggAACCGRHgDAzO670igACCCCAAAIIIIBAIQsQZhby7jA3BBBAAAEEEEgpQJiZkoYPEEAAAQQQQAABBBAIrABhZmC3loUhgAACCCAQbAHCzGDvL6tDAAEEEEAAAQQQQCCZAGFmMhXeQwABBBBAAIGCFyDMLPgtYoIIIIAAAggggAACCGRcgDAz46R0iAACCCCAAAK5EHjwwQe1e/fuXAzFGAgggAACCCCAAAIIIFAgAoSZBbIRTAMBBBBAAAEELk6AysyL8+JoBBBAAAEEEEAAAQSCIECYGYRdZA0IIIAAAgiEUODaa69VbW1tCFfOkhFAAAEEEEAAAQQQCK8AYWZ4956VI4AAAggg4GuB66+/XnV1db5eA5NHAAEEEEAAAQQQQACBixMgzLw4L45GAAEEEEAAgQIRuPHGG3X48OECmQ3TQAABBBBAAAEEEEAAgVwIEGbmQpkxEEAAAQQQQCDjAi1bttTmzZsz3i8dIoAAAggggAACCCCAQOEKEGYW7t4wMwQQQAABBBCoR+Cmm27iOzPr8eEjBBBAAAEEEEAAAQSCKECYGcRdZU0IIIAAAgiEQODvf/+7ampqQrBSlogAAggggAACCCCAAAK2AGGmLcEjAggggAACCPhK4LbbbtPy5ct9NWcmiwACCCCAAAIIIIAAAukJEGam58fZCCCAAAIIIJAngTvuuENVVVV5Gp1hEUAAAQQQQAABBBBAIB8ChJn5UGdMBBBAAAEEEEhb4Pbbb1dFRUXa/dABAggggAACCCCAAAII+EeAMNM/e8VMEUAAAQQQQMAh0KJFC23atMnxDk8RQAABBBBAAAEEEEAg6AKEmUHfYdaHAAIIIIBAQAVatmypdevWBXR1LAsBBBBAAAEEEEAAAQSSCRBmJlPhPQQQQAABBBAoeIFWrVpp5cqVBT9PJogAAggggAACCCCAAAKZEyDMzJwlPSGAAAIIIIBADgWeeOIJLV26NIcjMhQCCCCAAAIIIIAAAgjkW4AwM987wPgIIIAAAggg0CSBZ555RgsWLGjSuZyEAAIIIIAAAggggAAC/hQgpUvXTwAAIABJREFUzPTnvjFrBBBAAAEEQi/w3HPPae7cuaF3AAABBBBAAAEEEEAAgTAJEGaGabdZKwIIIIAAAgESePnll1VRURGgFbEUBBBAAAEEEEAAAQQQaEiAMLMhIT5HAAEEEEAAgYIUaNu2rWbOnFmQc2NSCCCAAAIIIIAAAgggkB0BwszsuNIrAggggAACCGRZ4I033tC0adOyPArdI4AAAggggAACCCCAQCEJEGYW0m4wFwQQQAABBBBoUOBXv/qVvO3f/u3fGjyPAxBAAAEEEEAAAQQQQMD/AoSZ/t9DVoAAAggggECoBC655JKEMLNFixahMmCxCCCAAAIIIIAAAgiEVYAwM6w7z7oRQAABBBDwqUBJSYkrzPz1r3+t7777zqerYdoIIIAAAggggAACCCBwMQKEmRejxbEIIIAAAgggkHeBTZs2qaioKBZo3nrrrXmfExNAAAEEEEAAAQQQQACB3AgQZubGmVEQQAABBBBAIAMCv/zyiy5cuKDOnTvrn/7pn/Sv//qvGjNmjMz7/IcAAggggAACCCCAAALBFyDMDP4es0IEEEAAAQQCIWACy/Pnz+vs2bNasWKFrvnd33T99dfr2LFj1vsEmoHYZhaBAAIIIIAAAggggEC9AoSZ9fLwIQIIIIAAAggUgoAdZJ4+fdoKLyf3n6cP7vpW47rMsl6b98+dO2dVbRbCfJkDAggggAACCCCAAAIIZEeAMDM7rvSKAAIIIIAAAhkScAaZR48e1YR+c/VNySzpF2lqv/n6rtMM1dXV6dSpUwSaGTKnGwQQQAABBBBAAAEEClWAMLNQd4Z5IYAAAggggID1XZjm1nJTeWkCy/F9K/V1pworyLR5pptAs2S6jhw5QqBpo/CIAAIIIIAAAggggEBABQgzA7qxLAsBBBBAAAG/CzgrMk2QOa7fXH3VabaS/dbP9H7zNLZkGoGm3zed+SOAAAIIIIAAAggg0IAAYWYDQHyMAAIIIIAAArkX8AaZY/vN05elc5IGmfbsZvSbp/EEmjYHjwgggAACCCCAAAIIBFKAMDOQ28qiEEAAAQQQ8K+AN8j8rt88fd6p/iDTXu2MvnM1vuNUKjRtEB4RQAABBBBAAAEEEAiYAGFmwDaU5SCAAAIIIOBnAW+Q+W2/+fq8tLLeikzvemf2rdSEjj8QaHpheI0AAggggAACCCCAQAAECDMDsIksAQEEEEAAgSAIeIPMb96br09L515UkGk7/NR3jiYSaNocPCKAAAIIIIAAAgggEBgBwszAbCULQQABBBBAwL8CiUHmAn3aeV6Tgkxb4ee+czSp4xQqNG0QHhFAAAEEEEAAAQQQCIAAYWYANpElIIAAAggg4GcBb5D59XsL9UmaQabtMavPbE1+azKBpg3CIwIIIIAAAggggAACPhcgzPT5BjJ9BBBAAAEE/CzgDTK/em+RyjovSKsi0+tR0We2prw1iUDTC8NrBBBAAAEEEEAAAQR8KECY6cNNY8oIIIAAAggEQcAbZH7Zf5HGZDjItJ1m95mlHwg0bQ4eEUAAAQQQQAABBBDwrQBhpm+3jokjgAACCCDgXwFvkPlF/8Ua3WVhRisyvTpz+szS1A4TqdD0wvAaAQQQQAABBBBAAAEfCRBm+mizmCoCCCCAAAJBEPAGmZ/3X6xRWQ4ybbfKd3/WtA4TCDRtEB4RQAABBBBAAAEEEPCZAGGmzzaM6SKAAAIIIOBnAW+Q+Vn/JRrZdXFWKzK9XnPf/VnTO3xPoOmF4TUCCCCAAAIIIIAAAj4QIMz0wSYxRQQQQAABBIIg4A0yP31/qUbkOMi0Hee985N+fJNA0/bgEQEEEEAAAQQQQAABvwgQZvplp5gnAggggAACPhbwBpnlVpC5JKcVmV6++e/O1Iw3x1Oh6YXhNQIIIIAAAggggAACBSxAmFnAm8PUEEAAAQQQCIKAN8j85P1lGtZ1aV6DTNt1/jszNPPNcQSaNgiPCCCAAAIIIIAAAggUuABhZoFvENNDAAEEEEDAzwIJQeaA5RrWbVlBBJm268J3ZuinN8cSaNogPCKAAAIIIIAAAgggUMAChJkFvDlMDQEEEEAAAT8LeIPMsgHLNaTAgkzbd2HvH/VzewJN24NHBBBAAAEEEEAAAQQKVYAws1B3hnkhgAACCCDgYwFvkDlmwAoNfnt5QVVkenkXv/OjZrX/jgpNLwyvEUAAAQQQQAABBBAoIAHCzALaDKaCAAIIIIBAEAS8QeboASv1UbcVBR1k2u6Le09TRftvCTRtEB4RQAABBBBAAAEEECgwAcLMAtsQpoMAAggggICfBbxB5qgPVmrQ2yt9EWTa7kt7T9PsNwg0bQ8eEUAAAQQQQAABBBAoJAHCzELaDeaCAAIIIICAjwW8QebID1bpQ58FmTb/0l5TNeeNb6jQtEF4RAABBBBAAAEEEECgQAQIMwtkI5gGAggggAACfhbwBpkff7BaA7uv8lVFptd/Wa+pmvvG1wSaXhheI4AAAggggAACCCCQRwHCzDziMzQCCCCAAAJBEPAGmSM+WK0B3VfLvO/3/5b3+kFz231FoOn3jWT+CCCAAAIIIIAAAoERIMwMzFayEAQQQAABBHIvkBBkDlyjAd3XBCLItDVX9Jqi+QSaNgePCCCAAAIIIIAAAgjkVYAwM6/8DI4AAggggIB/BbxB5vCBa9U/YEGmvTsre07WgnZfUqFpg/CIAAIIIIAAAggggECeBAgz8wTPsAgggAACCPhZwBtkDjNBZo91garI9O7Pqp6TtbDdFwSaXhheI4AAAggggAACCCCQQwHCzBxiMxQCCCCAAAJBEPAGmUMHrlO/gAeZ9r6t7jlJi17/nEDTBuERAQQQQAABBBBAAIEcCxBm5hic4RBAAAEEEPCzgDfIHPLhevXtuT7QFZne/VrTc5IWE2h6WXiNAAIIIIAAAggggEBOBAgzc8LMIAgggAACCPhfwBtkDv5wvfr03BCqINPexbU9JmrJ659RoWmD8IgAAggggAACCCCAQI4ECDNzBM0wCCCAAAII+FnAG2R+9OEGvdtzYyiDTHsf1/WYoKWvf0qgaYPwiAACCCCAAAIIIIBADgQIM3OAzBAIIIAAAgj4WcAbZA76cKPeCXmQae/n+h7fa9lr5QSaNgiPCCCAAAIIIIAAAghkWYAwM8vAdI8AAggggICfBbxB5oeDNqp3r02hrsj07ueGHt9rOYGml4XXCCCAAAIIIIAAAghkRYAwMyusdIoAAggggID/BbxB5sBBm9Sz12aCzCRbu6H7eK147RMqNJPY8BYCCCCAAAIIIIAAApkUIMzMpCZ9IYAAAgggEBCBxCBzs3r22hKQ1WVnGZu6j9PKtmUEmtnhpVcEEEAAAQQQQAABBCwBwkwuBAQQQAABBBBwCXiDzA8GbVZ3gkyXUaoXm7qP1aq2Ywg0UwHxPgIIIIAAAggggAACaQoQZqYJyOkIIIAAAggEScAbZA74aIu6994apCVmfS1buo/VagLNrDszAAIIIIAAAggggEA4BQgzw7nvrBoBBBBAAIEEAW+Q+f5HW9St97aE43ijYYEtb3+nNa+OpkKzYSqOQAABBBBAAAEEEEDgogQIMy+Ki4MRQAABBBAIpoA3yOz/0VZ1fWd7MBebo1Vte/s7rX11FIFmjrwZBgEEEEAAAQQQQCAcAoSZ4dhnVokAAggggEBKAW+Q+d5H29SlN0FmSrCL+GBbt2+17tWRBJoXYcahCCCAAAIIIIAAAgjUJ0CYWZ8OnyGAAAIIIBBwAW+Q2W/wdnV+Z2fAV53b5e3o/q3WE2jmFp3REEAAAQQQQAABBAIrQJgZ2K1lYQgggAACCNQv4A0y+w7erlKCzPrRmvjpzre/0YY2H1Oh2UQ/TkMAAQQQQAABBBBAwBYgzLQleEQAAQQQQCBEAt4gs8/gHer0blWIBHK/1Kq3v9GmNiMINHNPz4gIIIAAAggggAACARIgzAzQZrIUBBBAAAEEGiPgDTLfHbxDHQkyG0OX9jG7un2tzW2GE2imLUkHCCCAAAIIIIAAAmEVIMwM686zbgQQQACBUAokBJlDdqrju7tDaZGvRe/u9pW2vEKgmS9/xkUAAQQQQAABBBDwtwBhpr/3j9kjgAACCCDQaAFvkPnOkCp1IMhstF8mD6zu9qW2vDyUCs1MotIXAggggAACCCCAQCgECDNDsc0sEgEEEEAg7ALeILO3CTL7VIedJa/r39PtS219eQiBZl53gcERQAABBBBAAAEE/CZAmOm3HWO+CCCAAAIIXKSAN8jsNWSX2vfZc5G9cHg2BPZ2/ULbXhpMoJkNXPpEAAEEEEAAAQQQCKQAYWYgt5VFIYAAAgggEBHwBpk9h+7WG333wlNAAjVdv9B2As0C2hGmggACCCCAAAIIIFDIAoSZhbw7zA0BBBBAAIE0BLxBZo+hu9WOIDMN0eyduq/r59rx0kdUaGaPmJ4RQAABBBBAAAEEAiJAmBmQjWQZCCCAAAIIOAW8QWb3odV6vW+N8xCeF5hAbdfPtPOlQQSaBbYvTAcBBBBAAAEEEECgsAQIMwtrP5gNAggggAACaQt4g8y3h+7Ra333pd0vHWRfoLbLp6p68UMCzexTMwICCCCAAAIIIICATwUIM326cUwbAQQQQACBZALeILPbsD1q26822aG8V6ACB7p8ql0EmgW6O0wLAQQQQAABBBBAIN8ChJn53gHGRwABBBBAIEMC3iCz67C9akOQmSHd3HZzoEu5dr84kArN3LIzGgIIIIAAAggggIAPBAgzfbBJTBEBBBBAAIGGBBKDzBq1eW9/Q6cF//OKEpVUJC6zsrRY5VWJ7xfSO4e6lKv6xQ8INAtpU5gLAggggAACCCCAQN4FCDPzvgVMAAEEEEAAgfQEvEFml2E1ernfgfQ6bejsihIVlVbWe1R1WXEsSDTPi4qKYq24rNp1rjNcjD+vVEmRN3SsVnnLEsVHrlRJy3LFe/N+br82fcXHd87FPPfOx56cvQbzmOoY+9hsPB7qXKY9rQcQaGYDlz4RQAABBBBAAAEEfClAmOnLbWPSCCCAAAIIRAS8QWbn4fv08nsHc8JjB32pBnN+7nyuihJ3MFhVruJYMJosnPQEmuZ4Z4AZC1ZNcOk51kyuqlwl9YSnqeZv3nfOu7K0KBbOSs5wNMmY9XV6kZ8d7lymvQSaF6nG4QgggAACCCCAAAJBFSDMDOrOsi4EEEAAgcALeIPM0uG1ejFbQWZl11hVpbeq0fnauqXbhI3OKsiW5ap0VGkmhJkmjHQen+q5I8CsLitReZUzUPRWXTqrNyOXggkjk48TDSMbO48id98m8Mx21eaRzmNU0/p9V4Wm2X/+QwABBBBAAAEEEEAgbAKEmWHbcdaLAAIIIBAIARNkXbhwQWfOnNGxY8fUaXitWvc/nMO12bdvpxrSfB6vZHRWOCaEmc4uUnzHpfOQ5M+rVV7qvN3cHGWHnYmVk/Fb2T29xao8I++bedd/O32KalBPt5l4Wdd5jPa3fl91dXU6ffq0zp8/LwLNTMjSBwIIIIAAAggggICfBAgz/bRbzBUBBBBAAIGogAmxzp07p5MnT6rd4AN6IadBpplEA2FmrMoxEiQ2NsxMVT0Zq3y0qz5NlWZsjGQVl/EA0wouyxqo/ozd5i6ZsNUOMK0wM/a9nZFwNP6DQrkLMu0L/2jpaB14uLtOnDhh7T9hpi3DIwIIIIAAAggggEBYBAgzw7LTrBMBBBBAIFACpirz7NmzOn78uB7odlBvlx3L8voilZbJb9OOhomx28AjQWe5dWt55Dsw673N3J659d2ZJSpxBoue762MHOr9Xk3zrgka4wGm3aX1if3L5Vb/8Z8OSt1X5JNIkFmkkjL7tnn37eXmuzjj3/XpHDF7z08OnqCDf31NR6v2WPtvrgMCzex50zMCCCCAAAIIIIBA4QkQZhbenjAjBBBAAAEEGhQwAZYdZu7bt09P9d6r7mVHGzwvcwfUU5kZ/cEdZzWm67Zu7w8ARScVO8Z5q7mjSjI+d0+YGa3WLC6rtG5tL/J8p2Ws3+hxCYFsLIS1R4gEt6Ya1F6DFWwmHGcfn5vHE4MnqKZ5qWo2bNHRo0djYWZuRmcUBBBAAAEEEEAAAQQKQ4AwszD2gVkggAACCCBwUQImzDTfmWhuMz906JB27dqlJ3vuVvfRRy6qn6YfXE+YGe3UDgIjVZOOqkY7zLQfzfGe0DJ2u3nSANEOM6Pfiek9xgot41WarjDTU/Vpzc15vnXrevzc+Boiv2zuCkqj4Wj8tvOmazZ05vEhE1V9b6l2rlynAwcOcJt5Q2B8jgACCCCAAAIIIBBYAcLMwG4tC0MAAQQQCLqA81bz/fv3a8eOHXqqxy71yEmg2fgw0wSCse+8NJsSDTFjQaEVCrrDTlM9Wdyy2Pr1cW9YaM6zqisTgsnkO26FmWUlKi4tcf/Kuv2r6XaY6QlUTW+xOdpdO+eaozDz2JCJ2nVvqbYvXyNThWuqMs0PP3GLub0pPCKAAAIIIIAAAgiESYAwM0y7zVoRQAABBAIlYKozTaBl/6J5bW2tFWg+03OXeo7O7C+bf/741ZEA0Q4AUz3awWAsCLSrKB300RCwKPodl5HKSfuXx4tiP75jnxGr0jThpTnXCjEjt4In3DIem5ddXRk9znWu3bN5TDK/6Nwjfdv9OM/J3fNjQyZpV/PO2rZ8jWpqavgl89zRMxICCCCAAAIIIIBAgQoQZhboxjAtBBBAAAEEGiNg326eEGj22Kmeow41povwHBMLQs2S4+Gpq2q0gDSODpmknc27EGQW0J4wFQQQQAABBBBAAIH8CxBm5n8PmAECCCCAAAJpCaQKNJ/rsVO9CTTTss3XyXVDJ2tH864EmfnaAMZFAAEEEEAAAQQQKFgBwsyC3RomhgACCCCAQOMFUgaa3Xeo96iDje+II/MucGToFG0jyMz7PjABBBBAAAEEEEAAgcIUIMwszH1hVggggAACCFy0QKpA84Xu2/XOqAMX3R8n5F7gsAky73ubiszc0zMiAggggAACCCCAgE8ECDN9slFMEwEEEEAAgcYIpA40t+ndkQSajTHM1zGHh/6gLQSZ+eJnXAQQQAABBBBAAAGfCBBm+mSjmCYCCCCAAAKNFUgVaL7YfZv6jNzf2G44LocCh4b+oM0telCRmUNzhkIAAQQQQAABBBDwpwBhpj/3jVkjgAACCCBQr0CqQPOlt7eq78jaes/lw9wKHBw2VRtb9NDW5WtUU1Ojuro6nT59WufPn5fZR/5DAAEEEEAAAQQQQACBuABhZtyCZwgggAACCARKIFWg+fLbW9SPQLMg9vrAsGna2KInQWZB7AaTQAABBBBAAAEEEPCDAGGmH3aJOSKAAAIIINBEgVSB5ivdNuu9j/c1sVdOy4SACTLXt+hFkJkJTPpAAAEEEEAAAQQQCI0AYWZotpqFIoAAAgiEVSBVoNmm22b1J9DMy2Wxf9h0rbu/t7YuX8ut5XnZAQZFAAEEEEAAAQQQ8KsAYaZfd455I4AAAgggcBECqQLNV7tt0vsf11xETxyarkDtsOlaQ5CZLiPnI4AAAggggAACCIRUgDAzpBvPshFAAAEEwieQKtBs222jBny8N3wgeVjxvuE/as0D72rrCioy88DPkAgggAACCCCAAAIBECDMDMAmsgQEEEAAAQQaK5Aq0Hyt6wZ9MGJPY7vhuCYImCBzFUFmE+Q4BQEEEEAAAQQQQACBuABhZtyCZwgggAACCIRCIFWg2a7rBg0k0MzKNVAzfIZWPtBXW6jIzIovnSKAAAIIIIAAAgiER4AwMzx7zUoRQAABBBCICaQMNLus08AR1bHjeJK+wN7hM7SCIDN9SHpAAAEEEEAAAQQQQEASYSaXAQIIIIAAAiEVSBVotu+6Th8SaGbkqtgzYqaWP9iPisyMaNIJAggggAACCCCAAAKEmVwDCCCAAAIIhFogZaDZZa0GDd8dapt0F1894ictffA9gsx0ITkfAQQQQAABBBBAAAGHAJWZDgyeIoAAAgggEEaBVIFmhy5r9dHwXWEkSXvNJshc8lB/gsy0JekAAQQQQAABBBBAAAG3AGGm24NXCCCAAAIIhFIgZaDZebUGE2he1DWxe8TPWkyQeVFmHIwAAggggAACCCCAQGMFCDMbK8VxCCCAAAIIBFwgVaDZsfNqDRleFfDVZ2Z5uz7+WYseGkBFZmY46QUBBBBAAAEEEEAAgQQBwswEEt5AAAEEEEAgvAKpAs2Szqs0dNjO8MI0YuVVH8/SgocGaPOKtaqpqVFdXZ1Onz6t8+fPy7jyHwIIIIAAAggggAACCKQvQJiZviE9IIAAAgggECiBVIFmp84rNYxAM+lemyBzfsuB2rxiHUFmUiHeRAABBBBAAAEEEEAgMwKEmZlxpBcEEEAAAQQCJZAq0CwtXaFhQ7cHaq3pLmbnxxWafX9/gsx0ITkfAQQQQAABBBBAAIFGCBBmNgKJQxBAAAEEEAijQLJA89tvv9Wdd4zWiGEEmuaa2PHxbFU88L6a3XiLfvzxR24tD+MfCmtGAAEEEEAAAQQQyKkAYWZOuRkMAQQQQAABfwk4A82RI0fq8ssv1xdffKEunZbr45BXaG4fOVtzigdZFZmff/65LrnkEn399dd8R6a/LnFmiwACCCCAAAIIIOAzAcJMn20Y00UAAQQQQCDXAibQ7NGjh1q2bKnVq1ertrZWO3bsUNfSZRo5dFuup1MQ420fOUdzHv7IdWv5smXLdM8992jAgAEFMUcmgQACCCCAAAIIIIBAEAUIM4O4q6wJAQQQQACBDAns27dPzz33nDp27KizZ8/qzJkzOnbsWCzQ7NZpqUYO3Zqh0fzRzbaRc1RR7A4y7V8tN79g/sorr+j111/XqVOn/LEgZokAAggggAACCCCAgI8ECDN9tFlMFQEEEEAAgVwKLFq0SLfeequGDRtmDeu85dwZaHbvtFSjQhJobh1ZqVkPD9GmBn61vF+/frr//vu1cePGXG4ZYyGAAAIIIIAAAgggEHgBwszAbzELRAABBBBA4OIFzHc/mu/HnDZtmuvklIFmyRKNHrLFdWzQXmwZWamfGhFk2us2hldccYX1w0D2ezwigAACCCCAAAIIIIBAegKEmen5cTYCCCCAAAKBE+jbt69VVbhhw4aka0sVaPYsWawxAQ00t4yaq58eGdpgRaYXbMGCBbr55ptlfjyJ/xBAAAEEEEAAAQQQQCB9AcLM9A3pAQEEEEAAgUAIHDp0SC+99JLeeOONBr/vMXWguUhlQzYHwsNexOZRczXjkWEXHWTa5+/Zs0dPPvmkunTpYr/FIwIIIIAAAggggAACCDRRgDCziXCchgACCCCAQJAEli9frjvvvFODBg1q9LJSBZq9SxbpkyGbGt1PIR+4adQ8/dhqeJODTOfaunbtqieeeELV1dXOt3mOAAIIIIAAAggggAACFyFAmHkRWByKAAIIIIBAEAXGjx+vSy+9VBMnTrzo5aUMNDsuUPlgf//4zcZR8zX9kREZCTJt2FGjRlm3nc+fP99+i0cEEEAAAQQQQAABBBC4CAHCzIvA4lAEEEAAAQSCJjBgwADdc889Wr16dZOXlirQfLfjAn3q00Bz4+j5mtbqY21asV41NTWqq6vT6dOndf78eZn1pvPfjBkzdOWVV+qrr75KpxvORQABBBBAAAEEEEAglAKEmaHcdhaNAAIIIBB2gePHj6tt27Zq06aNjh49mjZHqkCzz1vz9dng5D8klPagWepgw+gF+iFLQaY95Y0bN+qBBx6Q+bEl/kMAAQQQQAABBBBAAIHGCxBmNt6KIxFAAAEEEAiEwJo1a9S8eXO9//77GV1PqkCzb8d5+nzw+oyOla3O1o9eoCmPjtLGLFRkeud86tQptWvXTq+88opV+en9nNcIIIAAAggggAACCCCQKECYmWjCOwgggAACCARWYPLkyfrzn/+ssWPHZmWNqQLNfm/N1RcfFXaguW70Qk1+dJQ2rdyQ8VvL68MeOHBg2rf619c/nyGAAAIIIIAAAgggECQBwswg7SZrQQABBBBAoB6BwYMHq1mzZlq2bFk9R6X/UapA8z0TaA5am/4AWehh7ZhFmvTY6JwHmfZSzI8wmZDZhM38hwACCCCAAAIIIIAAAqkFCDNT2/AJAggggAACgRA4c+aM2rdvr9atW+vgwYM5WVOqQLN/h0p9OWhNTubQ2EFMkDnh0TF5CzLteS5dulS33367hg4dar/FIwIIIIAAAggggAACCHgECDM9ILxEAAEEEEAgSAKbNm3Sgw8+qD59+uR8WakCzfc7zNFXBRJorhmzWBMe/yTvQaa9Ofv379fzzz+vjh076sKFC/bbPCKAAAIIIIAAAggggEBUgDCTSwEBBBBAAIGACkyfPl1XXnmlvvrqq7ytMFWgOaDDbH314eq8zcsMvHrMYn3/eLk2rcrtd2Q2ZtG9evXSI488ou3btzfmcI5BAAEEEEAAAQQQQCA0AoSZodlqFooAAgggECaBESNG6JZbbtGCBQvyvuxUgebADrP1TZ4CzVX/n737fo7iTPA/vv/A/XR1W3VVV3u3F3fve3e7Nusc1+uwttfZBgNOGDA5mAwi2kSDMWAbTEaIYKLIOQkEIoicgwRICCGRc/bnW0/P9ExPUABmpO7p91Q9NTM93U8/z+uZkcsfnqd7Qq7m1JvkyiDTHrCMjAw9++yzWrt2rb2JZwQQQAABBBBAAAEEfC9AmOn7rwAACCCAAAKpJGCCw65du6phw4bWHbnd0rcyA82OWZrx/a4qbebO9FzNrjdJB104IzMaIisrywo0J02aFP0R7xFAAAEEEEAAAQQQ8KUAYaYvh51OI4AAAgikooBZkmyWJvfu3duV3Ssr0Pyh4xrN/H5nlbR5Z/pWzfp8iieCTBvEHlez9JwHAggggADdafDOAAAgAElEQVQCCCCAAAJ+FyDM9Ps3gP4jgAACCKSEwOrVq/XMM8/I7TP4ygw0O6zWrGE7kjoWO9K3aqbHgkwbxNwMqHPnztbNgc6cOWNv5hkBBBBAAAEEEEAAAd8JEGb6bsjpMAIIIIBAqglMmDBBzz//vNatW+eJrpUVaA7vuFqzkxRobpuwVTM+n6qDuw5ay+8vXryoGzdu6M6dOzLt8cpjxIgReu2117Rt2zavNJl2IoAAAggggAACCCCQUAHCzIRyUhkCCCCAAAJVK9CrVy999tlnKigoqNoTP+DZygw0O6xU5rDtD1h75OFbJ2zTtM9/9nyQafdq4cKFevjhhzVnzhx7E88IIIAAAggggAACCPhGgDDTN0NNRxFAAAEEUkngxIkT+vzzz9WjRw/PdqusQPOnDis1Z2hiAs2t6ds0rf60lAky7cHevXu33nrrLQ0bNszexDMCCCCAAAIIIIAAAr4QIMz0xTDTSQQQQACBVBJYv369XnjhBY0bN87z3Sor0BzZfoXmDn2wpdS56ds1NQWDTHvQzVL5Fi1aqF27dtaSeXs7zwgggAACCCCAAAIIpLIAYWYqjy59QwABBBBIOYHJkyfrqaee0qpVq1Kmb2UFmqPar9C8oVvvq59b0rdrSoMZKTcjMx7GwIEDVbNmTR06dCjex2xDAAEEEEAAAQQQQCClBAgzU2o46QwCCCCAQCoL9O3bV3Xr1lVeXl7KdbOsQHN0+2Waf4+B5ub0HZpUf4YOePxmP/cyyNOmTdMTTzyhFStW3Mth7IsAAggggAACCCCAgOcECDM9N2Q0GAEEEEDAbwIlJSVq1KiRunTport376Zs98sKNMe0X6YFQ3Ir1e/NE3dqUoOZvgoybZicnBz95S9/SYnLD9h94hkBBBBAAAEEEEAAgWgBwsxoEd4jgAACCCDgIoHNmzfrlVde0ciRI13UquQ1paxAc2y7pVo4ZEu5J940cacmNpjlyyDThikqKlK9evXUs2dPexPPCCCAAAIIIIAAAgiklABhZkoNJ51BAAEEEEglgRkzZujRRx/V0qVLU6lbFfalrEBzXLslWlRGoLlx4i6lN5zt6yDTCWvucl+/fn2dPHnSuZnXCCCAAAIIIIAAAgh4XoAw0/NDSAcQQAABBFJRwNzU5YMPPtCBAwdSsXsV9qmsQHN828VaNGRzxPE5E3dpPEFmhIl5M3bsWL300kvauHFjzGdsQAABBBBAAAEEEEDAqwKEmV4dOdqNAAIIIJCSAufPn1fz5s3Vvn17Xb9+PSX7WNlOlRVoprdboiXBQHNDxm6N/2IOMzLLQF2+fLkee+wxTZ8+vYw92IwAAggggAACCCCAgLcECDO9NV60FgEEEEAghQW2b9+uN954Qz/88EMK9/LeuhYv0Dx+/Lgy2i/R2M8XalyjuTq4+5DMTZIuXryoGzdu6M6dOzLH8QgImNm9ZpbvoEGDIEEAAQQQQAABBBBAwPMChJmeH0I6gAACCCCQCgJz5szRQw89pPnz56dCdxLah+hA88yZM9a1IFenb9HRg8d0+vRpXbp0iSCzHPVr166pbdu2atWqlWVVzq58hAACCCCAAAIIIICAqwUIM109PDQOAQQQQMAPAkOHDtXbb7+t3bt3+6G799VHZ6B59epVaxbmuXPndOHCBV25ckU3b95kRmYlZM137Z133tGePXsqsTe7IIAAAggggAACCCDgPgHCTPeNCS1CAAEEEPCJgAnhvvzyS2bLVXK8TaB59+5d3b5925qFaa4papaV37p1iyCzkoZmt8zMTNWoUUOLFi26h6PYFQEEEEAAAQQQQAABdwgQZrpjHGgFAggggIDPBMzMuHfffVffffedz3r+YN21A00TapprY5pnU8x2HpUXyM3N1auvvqqRI0dW/iD2RAABBBBAAAEEEEDABQKEmS4YBJqAAAIIIOAvgYULF+rhhx/W7Nmz/dXxBPbWhJd2SWC1vqqqtLRUjRo1UlpaGmGwr0aeziKAAAIIIIAAAt4WIMz09vjRegQQQAABjwkMHz5cr7/+urZu3eqxltPcVBXo06ePPv74Yx07dixVu0i/EEAAAQQQQAABBFJIgDAzhQaTriCAAAIIuFfA3KCmQ4cOatq0qc6ePevehtIyXwpMnDhRzz33nNatW+fL/tNpBBBAAAEEEEAAAe8IEGZ6Z6xoKQIIIICARwUOHTqkWrVqacCAAR7tAc32g8CaNWv0zDPPaPLkyX7oLn1EAAEEEEAAAQQQ8KgAYaZHB45mI4AAAgh4Q2DZsmV6/PHHNW3aNG80mFb6WiA/P19169ZVv379fO1A5xFAAAEEEEAAAQTcK0CY6d6xoWUIIIAAAh4XGD16tF5++WVt3LjR4z2h+X4SMHeJ79Spk5o0acIlEfw08PQVAQQQQAABBBDwiABhpkcGimYigAACCHhHwNxlu2vXrmrYsKGKi4u903BaioBDwL5Z1fbt2x1beYkAAggggAACCCCAQPUKEGZWrz9nRwABBBBIMYGjR4/qo48+Uu/evVOsZ3THjwILFizQQw89pLlz5/qx+/QZAQQQQAABBBBAwIUChJkuHBSahAACCCDgTQH7BiqTJk3yZgdoNQJxBHbt2qU333xT33//fZxP2YQAAggggAACCCCAQNUKEGZWrTdnQwABBBBIUYEJEybo+eef17p161K0h3TLzwIXLlxQ8+bN1b59e928edPPFPQdAQQQQAABBBBAoJoFCDOreQA4PQIIIICA9wV69eqlzz77TAUFBd7vDD1AoByBb775RrVq1dLhw4fL2YuPEEAAAQQQQAABBBBIngBhZvJsqRkBBBBAIMUFTpw4oXr16qlHjx4p3lO6h0BY4Oeff9aTTz6plStXhjfyCgEEEEAAAQQQQACBKhIgzKwiaE6DAAIIIJBaAuvXr9cLL7ygcePGpVbH6A0ClRDYsGGD9f0fP358JfZmFwQQQAABBBBAAAEEEidAmJk4S2pCAAEEEPCJwOTJk/XUU09p1apVPukx3UQgVsDMTDaXVzCXWeCBAAIIIIAAAggggEBVCRBmVpU050EAAQQQSAmBvn37qm7dusrLy0uJ/tAJBB5UoHv37mrQoIGKi4sftCqORwABBBBAAAEEEECgQgHCzAqJ2AEBBBBAAAGppKREjRo1UpcuXXTnzh1IEEDAITBmzBi9/PLL2rRpk2MrLxFAAAEEEEAAAQQQSLwAYWbiTakRAQQQQMCFAoWFhbqX4uzC5s2b9corr2jkyJHOzbxGAAGHwLJly/Too49qxowZjq26p9+d+Y1evXo14njeIIAAAggggAACCCDgFCDMdGrwGgEEEEAgZQV2796t3NzcSpVt27aFHEwwYwKaJUuWhLbxAgEE4gvs379f77//vgYPHhzawVySobK/PbMfYWaIjhcIIIAAAggggAACcQQIM+OgsAkBBBBAIPUE7ifMHDhwoD744AMdOHAg9UDoEQJJEjBhZJs2bdS6dWudOnXKur4sYWaSsKkWAQQQQAABBBDwoQBhpg8HnS4jgAACfhS4lzBz69atat68udq3b6/r16/7kYs+I/DAAkOGDLFmae7atYuZmQ+sSQUIIIAAAggggAACtgBhpi3BMwIIIIBASgsEwsyl6vdWDdWoEb+83WepFbpkZ2frhx9+SGkPOodAVQhMmTJF6emjyv3dhX6Pb/XTUpaZV8WwcA4EEEAAAQQQQMDTAoSZnh4+Go8AAgggUFmBcJjZRBPiXTtzbBPZYaa54Q8PBBBIjEBWVlbUzMzAPyrYv7foJehcMzMx7tSCAAIIIIAAAgikqgBhZqqOLP1CAAEEEIgQCIeZ8WdlmtlhdrjivAFQRCW8QQCBexYI3wBogpoEZ0U3aWr+8WBCcMZm5D8wEGbeMzEHIIAAAggggAACvhIgzPTVcNNZBBBAwL8C4TAzMjgJzQpzzMwkzPTv94SeJ14gb8d8vW2FmI7fnuP3lptrh5xvq98i7mae+BGgRgQQQAABBBBAILUECDNTazzpDQIIIIBAGQK7Z39d5rUyQ9fsswKXtzV42bYyamEzAgjcq0B4ZmZu1HLz+O+ZmXmvwuyPAAIIIIAAAgj4S4Aw01/jTW8RQAAB3woEZmZGhScRs8PCnzEz07dfEzqeBIFAmFn+zbdqBG/+Y2ZKE2YmYRCoEgEEEEAAAQQQSCEBwswUGky6ggACCCBQtkAozHQGmGObxMzWbDI2V4SZZTvyCQL3KhAOMx3LzCNuwjVBTQgz75WV/RFAAAEEEEAAAd8KEGb6dujpOAIIIOAvgfA1M2vIBJbWtTKdwaYjXCHM9Nd3g94mV4AwM7m+1I4AAggggAACCPhNgDDTbyNOfxFAAAGfCpgwc0JTc8fywB2UrUCTMNOn3wa6XZUC4TCzRsxM6ND1apmZWZVDwrkQQAABBBBAAAFPCxBmenr4aDwCCCCAQGUF1o1urbf7LA3egKS86/dxA6DKmrIfApURCIeZLDOvjBf7IIAAAggggAACCJQvQJhZvg+fIoAAAgikiEDompmO5eTWUvM471lmniKDTjdcIRAIM8M32Crrd2dv5wZArhg2GoEAAggggAACCLhWgDDTtUNDwxBAAAEEEilAmJlITepCoPIChJmVt2JPBBBAAAEEEEAAgYoFCDMrNmIPBBBAAIEUECDMTIFBpAueFCDM9OSw0WgEEEAAAQQQQMC1AoSZrh0aGoYAAgggkEgBE2bu3LkzouTk5GjTpk0R2+x9Enlu6kLAzwImzLR/V/bzli1btGHDhpjt5nOWmfv520LfEUAAAQQQQACBigUIMys2Yg8EEEAAgRQVGDx4sCZMmJCivaNbCLhXYMCAAXrttdfc20BahgACCCCAAAIIIOBaAcJM1w4NDUMAAQQQSLYAYWayhakfgfgCy5cvV9u2beN/yFYEEEAAAQQQQAABBMoRIMwsB4ePEEAAAQRSW4AwM7XHl965V4Aw071jQ8sQQAABBBBAAAG3CxBmun2EaB8CCCCAQNIECDOTRkvFCJQrQJhZLg8fIoAAAggggAACCJQjQJhZDg4fIYAAAgiktgBhZmqPL71zrwBhpnvHhpYhgAACCCCAAAJuFyDMdPsI0T4EEEAAgaQJNG7cWO3bt09a/VSMAALxBQgz47uwFQEEEEAAAQQQQKBiAcLMio3YAwEEEEAgRQWYmZmiA0u3XC9AmOn6IaKBCCCAAAIIIICAawUIM107NDQMAQQQQCDZAoSZyRamfgTiCxBmxndhKwIIIIAAAggggEDFAoSZFRuxBwIIIIBAigoQZqbowNIt1wsQZrp+iGggAggggAACCCDgWgHCTNcODQ1DAAEEEEi2AGFmsoWpH4H4AgsXLlSrVq3if8hWBBBAAAEEEEAAAQTKESDMLAeHjxBAAAEEUluAMDO1x5feuVeAmZnuHRtahgACCCCAAAIIuF2AMNPtI0T7EEAAAQSSJkCYmTRaKkagXAHCzHJ5+BABBBBAAAEEEECgHAHCzHJw+AgBBBBAILUFCDNTe3zpnXsFCDPdOza0DAEEEEAAAQQQcLsAYabbR4j2IYAAAggkVGDRokXKyMiwSt26dfXFF1+E3ufk5CT0XFSGAALxBQgz47uwFQEEEEAAAQQQQKBiAcLMio3YAwEEEEAgxQT+/u//Xr/61a8iyj/90z+lWC/pDgLuFSDMdO/Y0DIEEEAAAQQQQMDtAoSZbh8h2ocAAgggkHCBV199NSLINMHmW2+9lfDzUCECCMQXIMyM78JWBBBAAAEEEEAAgYoFCDMrNmIPBBBA4IEEfvnlF1HcZTB58mT9+te/DgWav/nNbzR16lTGyYXf1Qf68XGwawUIM107NDQMAQQQQAABBBBwvQBhpuuHiAYigIDXBOzg8u7du6K41+Cll14KhZm1atVirFz+fbV/V177e0B74wsQZsZ3YSsCCCCAAAIIIIBAxQKEmRUbsQcCCCBQaQETuNy5c0e3b9/WzZs3dePGDYpLDcaNG6d/+Id/0D//8z8rMzOTcXLpOJnfkPktmd+U+W2Z3xgP7wsQZnp/DOkBAggggAACCCBQXQKEmdUlz3kRQCDlBOwg0wQvmWsva+bqC5q56pxVZqw8q5mmrDhjlVkrzihQTmv2isiSuaJUdpmzvFRzlpdYZe7yEtll3vJTssv85ac0f3mxVRYsK1agnNTCZZFl0bIi2WXx0iItXnrCKkuWnpBdli4tlF2WLS3UsqUFVlm+pECBclwrljjLMa1cEi6rFh/TqsVHrbJ68VEFSr7WLA6XrMX5ylqcZ5W1i/IUKEe0bpGzHFb2onBZv+iw1i86pPULD2lDqBxUzsJw2bjwoDYuPGCVTQsOKFD2a/MCZ9mnLQvC5dWH3tXbj9dW7vy92hoqe7Rtfrhsn79bdtkxb7cCZZd2znOWndo1L1x2z9shq8zdoT2hsl1754bLvrnbZJf9c7fJKnO26kBEydXBOYFyaE6uDs3ZEiiZW3TYKpt1OHOzjjhKXuYm2SU/c5PyMzcqf/ZGHY0oOTo2O1yOz94gq8zaoAKrrFfBrPUqdJQTs7Jll6JZ2SqatU5FM9fpZERZq+KZgXJq5lqdmpkVKiUzs1QyY41VSmesUaCs1ukZ4XJmxmqdmbFKZ6av0tnpq3Ruxmqdm7FKF2et0eXMtVaoSaCZGn86CTNTYxzpBQIIIIAAAgggUB0ChJnVoc45EUAgJQXMkvJbt27pypUrerrFGX0+4IJV6g84r/r9z6tB/3Nq2P+cvuh/1iqN+p9Ro35n1LjfaTXpd1pN+5VapVnfEjW3yim16HtKLfsWq2WfYrXqU6zWfU5a5cs+RWpjSu8Tatv7hNr1LrRK+68L1MEqx9Xx6+Pq9PUxq3T+6qi6WCVfaV/lq+tXeepmSq8j6m6Vw+rR67B69jykXlY5qK96mnJAX/c8oN499quPVfapb4996tdjr1X6d9+jAVbZrW+679bAbrusMqjbTn1rlR0a3G2Hvuu6Q0O6brfK0K7bZMqwtK36Pm2rfkjLtcqPaVv0Y5ctGt5ls0Z02ayfumyyysguGzWy80aN6pyj0Z1zNKbzBo3ptEFjO63XOKtka3ynbE0wpeM6pXdcp4kd11olo2OWJpnSYY0md1ijKR1WW2Vq+1X62SorNa39Sk1vv0IzTGm3XDOtskyz2i3T7HZLldnWlCWaY5XFmtt2sea1WaT5VlmoBW0WamGbBVZZ9OV8LbbKPC35cp6Wtp5rlWWt52i5VTK1onWmVraabZVVrWZpdbCsaTVTWS1NmaG1LWdoXcvpWtdiurJbTNP6FtO0ocXPVslpMVU5zadqY/Mp2tR8ijY3n2yVLc0naUuzScptlqGtzTK0rdlEbWs6UdubpmtHsOxsOkG7TGkyXrubjNeeJuOssrfJWO0zpfEY7W88Rgcaj7bKwUajdMgqI3W40UgdafST8kz5YoTyrTJcR78YrmNf/KjjDU35QQVW+V6FDb/XiQbDVGSVoTrZwJQhKm4wRKfqf6cSqwxWaf3BOv35t1Y58/kgnbXKQJ37fKDO1/vGKhfqfaNzb3XV1atXrd+Y+a3x8LYAYaa3x4/WI4AAAggggAAC1SlAmFmd+pwbAQRSRsDMyjQBi1kSe/78eT3V4owOFt5Jmf7REQSqU+D2hr0680YXXbhwwfqNmd8ay82rc0Qe/NyEmQ9uSA0IIIAAAggggIBfBQgz/Try9BsBBBIqYC8xv3btms6cOaMnm5USZiZUmMr8LGDCzJLXO+rs2bO6fv0618706JfBXPf07//+7/Wb3/xGv/71r/V3f/d31jVrzeuZM2d6tFc0GwEEEEAAAQQQQKCqBQgzq1qc8yGAQEoK2GGmWQZbWlqqJwgzU3Kc6VT1CJgws/T1Tjp9+rTMPxhw3czqGYdEnPWZZ57Rr371q4jyL//yL4momjoQQAABBBBAAAEEfCJAmOmTgaabCCCQXAFnmFlSUqInmjIzM7ni1O4nAWtm5msdrX8oMP9gQJjp3dEfOXKkNSPTGWjWrFnTux2i5QgggAACCCCAAAJVLkCYWeXknBABBFJRICbMZGZmKg4zfaomAa+EmebvAKV8g+LiYj377LOhmZlmyfn8+fNxq+R3p5p+gpwWAQQQQAABBBBwlQBhpquGg8YggIBXBWLCzKYlXDPTq4NJu10nYMLMU691cO3MTPP7NzclMjNGzXUhKeUb/PTTT6HZme+++y5elfjOmO+WfeMr833jgQACCCCAAAII+FmAMNPPo0/fEUAgYQIxYSYzMxNmS0UIuHlmpv3bv3XrlnVzIrMM/sqVK5RyDE6ePKmnnnpK//iP/6j09HSsyrEy3yXznTLXir1x44YV/NqhJn8ZEEAAAQQQQAABvwoQZvp15Ok3AggkVMAONMz/dAaumcnMzIQCU5mvBdwaZprfvQmWbt68qUnLLum9Huf0frczeq/raX3QtVQ100pUK61EH6adUu20YtXpclJ1u5zUR12K9HGXE/qkc6E+7VyozzoVqF6n4/q80zHV73RMDToeVcOO+fqiY54adcxT4w5H1KTDYTXtcEjNOhxS8/YH1aL9AbVsv1+t2u1X63b79GW7vWrTdq/att2jdm13q33bXerQZpc6ttmpTm12qPOXO9Tly+1K+3Kburbeqm6tt6p761z1bL1FPVtt1ldW2aTerTaqd8sc9W2Zo34tN6h/y/Ua0CJb37TI1sDm6zSo+Vp92zxLg5tn6btmazSk2WoNbbZKw5qt0vdNV+qHpiv0Y9MVGt5kuUY0WaafmizTyMZLNarxEo1uvFhjGi/W2EaL9NXrI9Xu6QGa0GiB0r+Yr4lfzFPGF3M1qeFcTW44R1MaZmpqg9n6ucFsTWswS9MbzNSM+jM0s/4Mzao/XbPrT1Pm5z9rrlWman69KVZZWG+yFn42SYs/y9CSzzK09LOJWvZpupZ/mq4Vn07Qyk/Ha9Un47T6k3Fa88lYZX08Rms/Hq11H49W9kejtP6jkdrw0U/K+egnbaw7QpvqDtfmuj9qS90flVvnB22t87221Rmm7bWHaUftodpZe4h2ffiddn/4nfZ8OFh7P/xW+2p9q/21BulArYE6WGugDtX8RodrDtCRmv2V90F/5X/QT0c/6Ktj7/dRgVV668T7X+vEe1/ppFV66dR7PVXybg+VvttDp9/prrPvdte5Wr2swNzM/DXfPR4IIIAAAggggIBfBQgz/Try9BsBBBIqEBNmMjMzob5U5m8BN4eZJlgys+bGLzyr5kMvau2uW1q386ZVsnfeVKDc0Pqd4bJh53VZZcd15VjlmjbuCJdNO67KLpt3XNHm7Ve0JVQuK3d7uGzdfkmmbNtmykWrbN92UYFyQTu2BcrObRe0c9t57dx6XrtC5Zx2bw2XPVvPypS9uaacscq+3DMKlNPanxsuB3JLdWBLqQ6GSokObbHLKR3eEihHtpzSkc3FVsnbXKxAOan8zYFydPNJHd1cZJVjm4oUKCd0fFOgFGwqlF0KNxWqcGOBVU5sLFCgHFfRxkA5ufGYrJJzTMVWOarinKM6FSr5KskJlNKcfJVuyLPK6Q15CpQjOrMhUM5uOCy7nFt/WOfWH7LK+fWHZMqF9QdD5eL6g7q4/oAuZh/QJavs16Xs/bocLFey98kuV7P36eq6vVa5tm6vAmWPrq8LlBvr9ujGut26sXa3blpll26u3aVbq7brzAc9dOnSJSs8Z3amv/8m0nsEEEAAAQT8LkCY6fdvAP1HAIGECMSEmVwzMyGuVIKAEXDrNTNNoGSWl1++fFlj5pWq+bBLDBgCSREwYWbpe9117tw5a3amuYYmszOTQk2lCCCAAAIIIOABAcJMDwwSTUQAAfcLxISZzMx0/6DRQs8IuHFmpvnN20vML168qJGZxdbMTM+g0lBPCZgws+Tdrjpz5ow1E5gw01PDR2MRQAABBBBAIMEChJkJBqU6BBDwp0BMmNm0lLuZ+/OrQK+TIOD2MPPChQv6afZJZmYmYeypMiBgwsxT73TV6dOnCTP5UiCAAAIIIICA7wUIM33/FQAAAQQSIRATZjIzMxGs1IGAJeCVMLPZkAuMGAJJEQiEmWkqLS0lzEyKMJUigAACCCCAgJcECDO9NFq0FQEEXCsQE2ZyzUzXjhUN856AG6+Z6Vxmbs/MbDb0ovdwabEnBOyZmYSZnhguGokAAggggAACSRYgzEwyMNUjgIA/BGLCTGZm+mPg6WWVCDAzs0qYOYmLBZiZ6eLBoWkIIIAAAgggUOUChJlVTs4JEUAgFQViwkxmZqbiMNOnahLwTJjJzMxq+oak/mkJM1N/jOkhAggggAACCFRegDCz8lbsiQACCJQpEBNmumJmZrbSaqQp29nqrDTVqFEjXLo5Pi3IUFp6UXjvggzVcX4e/iTiVXa3GkrLcmwy56idoUBNRcqoHT5fnWD95phwO+oooyB4vDlnWe1znCLiZfQxoXNH7HXvb6x6bT9jGW5zRH/j1WwMKmEX79DQtqixsu1Cn1fqhWm3w7cSxxSl19H9nasSld/nLp4JM7lm5n2OMIdVJECYWZEQnyOAAAIIIICAnwQIM/002vQVAQSSJhATZrphZmYwDIsI3uIEjaHPIz6TFP2+DL3ywkwTjMUL9SKOcZ7HBIiOMNIKPSsKBSNCR8kck5AwzlHvPddp+lRRu8vwDG2OqCMQCofGKrRTRS9SJ8w89VoH6+YnV69e1Z07d2R+c9X5MOe/e/eubt68Ka6ZWZ0j4Y9zc81Mf4wzvUQAAQQQQACBygkQZlbOib0QQACBcgViwkwXzMzM7lZHGelRoZozOFRk8GfNyKudFpolaQWJ0TM74yiY/SJCNsc5Kh1m2sFfVJgpVSKMc4SOpnnOc1qv7RmVoZA0crZoZOgY9Vmw/2WGmda57Rmb9gzIOLM4HSamjeH6Ivet4ZxFGRFmBvplQtrAuATPGZTxbesAACAASURBVOqTVatj9qizLc7X4bGKa1NOfxISEMf5/lRmEzMzK6PEPqkswMzMVB5d+oYAAggggAAC9ypAmHmvYuyPAAIIxBGICTOblupg4Z04e1bVpmylWUGXCcvspdLRsy1NcGcHXSZgC4SfgdAqcHyG2WYvAS+j6eWFmYEw0gRvjjYEw7zQMnM7yDT1x4SZlZiRGBVmhtpTRhgY2Y1og3DYZ7XFbrcd8sWEh45+Odsede7oWa6RYabD2Bl6RtQRCD0jQuOgY2BblFPokgHmuED9IRcDEFF3OCg1H5mQMzK4DJw7clukYrLfeSbM5JqZyf4q+LZ+Zmb6dujpOAIIIIAAAgjEESDMjIPCJgQQQOBeBWLCzGqemekMpMLBWTDEsmcq1nAuxzZhmAnmspVmwsVgGGbqiQ7Qom0iQjLzoTOQs3cOhoF2IBZxjNnfGRpGBIZRIZ1dn/PZDhrtfgXDUXOOUGAa9ZnVRntbDTvAjAp+rXodYaXdN3t/q93R5wjuHxUWRpuExyQcNga65HgfVb9tFwhZw+e1tsdrq1VhoL60bnUc1zENzAwty8b53XEyV+drz4SZXDOzOr8mKX1uZmam9PDSOQQQQAABBBC4RwHCzHsEY3cEEEAgnkBMmFmt18wMBIARYZUdEJqALPg6HKiZHtkzOU3QlWYtT7dmZEaHcnE6HxFMms8d54jY3QRujnOHQ1JHYOnYJ3CsI9yLqMzxxhHkmSDOXjYe2b/o/e3ZkI5zW0vaHeGlo17H0eFZjWX10+wc7Ra1b7ht0f1zvI+uw2qE+dwOXx3L1ctqq9WnQGgdPqfjuIiOBd64NczkmplxBotNvhFgZqZvhpqOIoAAAggggEAlBAgzK4HELggggEBFAjFhZnXOzIwJBE1gFwzvIkK1MoIz5z4xdcVKRIdfzkAxYm9HvREBqBXEBdsXdT6znx1ORtTlfGMdb4eQjnDSnM+e8Rm9vx3uWsfa4aDjWLN/RL3hCsL9iwwWw3vECXQj2hI4LjDT0jEGpgKHUUwgap3A7G/31VmPY4yD+2VYd4531u84NqI9ES2PuOZo4BPneSL3rap3zMysKmnO41YBZma6dWRoFwIIIIAAAghUhwBhZnWoc04EEEg5gZgwsxpnZjpn4NnQoQDOGZaZD63Aro5+HOq8TmJwqbl1sCMAsyuLeQ6EgKGZoHZQaN+MJ7Sc2w7hYpc5h2ZpBsPFUF3O62nGnDe4ISZ0DIRvpk6r3+Wdv3aGsh2zOaOXcNthqBWq2vU4+he9f6gfcpjELHuvozq17SX+gbaG+lvODYDs7of7lKbsiPF01mXPPDXb7NeRYWm4nuhrmobrCQeudnvtVlTts2fCzKq6ZmZWWtR1TcufbVu1o1W5s5nvX/j3UrljErJXVlrc81rXDK7g+sAJOf99VkKYeZ9wHIYAAggggAACKSlAmJmSw0qnEECgqgViwszqnJlZ1Z3nfA8gEBU2PkBNqXyoZ8LMKrlmpiMoDwbsddIzHHeyD15P1fkPAdHhZ/R78+WJ/ocEO7yP83zvIWT4MhaB76npQ/gfNyr87prQ3tmfOAc4w8iIf3xwXJYh8tzh0D78jwlR16KNcx47hDXPoevYxtkv0ZsIMxMtSn0IIIAAAggg4GUBwkwvjx5tRwAB1wjEhJnVODMzGSiRs/jC/8N/76HG/baujODBOUvyfquu1uMIMyvDb8JMrpkZkLJnXptr22YH8cw281t0bgu5hoLAMn5DMWGffaTZP3wOe+t9P4faUU5wWs7v2Q4Ryzp/ZJgZno0c97jgDc6cdTmPd26Pfu2sz3aP3icZ77lmZjJUqRMBBBBAAAEEvCpAmOnVkaPdCCDgKoGYMJOZma4aHxrjbQFmZgbH7+ox1QnNUAzOdjQzKp3bQq+Dl1kw76NnYka/j/v1SHCYaV12Ik3mxmJxQ0BnP0zwGWdGaPQ26x9Tovftli1nMOkMH6O7adoRXWfgfTAMja67zDalaVN05Ql+z8zMBINSHQIIIIAAAgh4WoAw09PDR+MRQMAtAjFhZtNSHSy845bm0Q4EPC3gmTCzCq6ZacK5+AGcM5hzzqgMLOnOKO+4uDMiA7OGw9d3TdBXyBlahl6bNoZnU8aeqaJl6YG2mqDUPMoOM81+xin2XM5jIs7vnFFqXwfYERhH7JvEN8zMTCIuVSOAAAIIIICA5wQIMz03ZDQYAQTcKBATZjIz043DRJs8KuCZMLNKrpkZNYihQDBqe/CtCT/LurZjmQGedawdEAYDwIgAz4SLzvC0nNfOoDT65jtRQWH8Hpit5YeZ4YA3EOI6+xVvZqb1eXoFsz+d/XW0M3AuOwwN2FTF5TaYmVn2t4NPEEAAAQQQQMB/AoSZ/htzeowAAkkQiAkzU+yamUkgo0oEKi3ANTODVGaZeZlLnaMCxeDycjOL04SZ4cAvaj9TnzNwDI2KCerCMzytJdlx9wsdUMGL2EDShIp14t4IqBJhaagtgeX2Gd3qKCMrsOS+UmGmmcUZNwiOvllRuFu2YVp6RnAcwj7hvZLzipmZyXGlVgQQQAABBBDwpgBhpjfHjVYjgIDLBGLCTGZmumyEaI6XBZiZWbnRc4Z45gjrhkDlXB8zev/Is0SGmeYzE+aVNcsz8tg476LbYYJEE0jGuRlP7NGxQWhon+Bsz3BfIvc1bY6eORna17QhXjgcCkrtswTCVTsUNvVZwWbMfvb+iX9mZmbiTakRAQQQQAABBLwrQJjp3bGj5Qgg4CKBmDCTmZlVMzrRy1aDZw2FFVXTCs6SZAHPhJlJv2bmtUov7w4FeI4QMfrGO+X/TmLDzPsf5siAMbBs3F6qHXmNy/jniD4+dq9QX+yQNLiLHWbaz2ZzxL7O5eTWMVEzM62bAIXb6qzHCjQds1djW5W4LYSZibOkJgQQQAABBBDwvgBhpvfHkB4ggIALBGLCTGZmhkclKlywP3CGAvY2c9fl2JublLeU0w45Ateuiz02sKS2rNlkdhvMc1n7RAdApq3x97fbEuxNnFlfznOEApVQ56OOiwlZonf0z3vPhJlVds1M810LfLdDoaUzpHN+NRxhptns/N45XzsPCbxOYJjpbIP1uwiHg+FzRW9ztijqt+X8KPja7kv079X+jdufm92t1+lpqtMtrfyZmY5rZdqntOuz31tL1WtwN/OQBy8QQAABBBBAAIEqECDMrAJkToEAAqkvEBNmMjMzctBNgNEtW9Z19+It66xRI7QU1BkWWKGDuQ5e9DHOoC/OMlVncBHZkMh3kecKtyFyLxN+BK47aG2PE3CEtgfbGQotg/22Pw9ttwOV0N2XndcxLC/UiW6ZP95zzcxyxjkiNI8T/DuDRKuacBBao9xZhQkMM+3mm99OmUuzzfnMd9/ZPufvIs5rR12hvxXOvw3mvKF/ILFtgvWb/Zy/T7uNipqZGdxu/lYE/rGken6fXDMzNEC8QAABBBBAAAEERJjJlwABBBBIgEBMmMnMzApVnUGic+dwaGDCi0BwYF37z94pJpwJfFB2UBoMH0KhRpxQJCIsDYQeke0o6xg72LADkMgZZNYssdDNQoL7RoRPNVTDCnnteuxO8uwUYGamU4PXCROICDPDs7ud/+iQsHM9YEUsM39AQA5HAAEEEEAAgZQSIMxMqeGkMwggUF0CMWFm01IdLLxTXc1x0XnDs6zSssJhQbzl4HaA4Aw57RmWRelpygjOYgx/btcXGwTax8VARM2qtALL6Jlc0QdFBB7mQzu4dOxYRlBq98mxZ/ClcQm3u8z2xh7oyy2eCTOTfs1MXw4/nZbEzEy+BggggAACCCCAQFiAMDNswSsEEEDgvgViwkxmZkZYhgPIYLjpWB5q7eiYbWkFjKGZksHAL/R55MxHc6wVBKbHu9amYzalM7B0BJqBc9mhYiAcdV6D0GpbZcJMux0FgaAzO3gHZWtmZlZsm8NLXwPnLmtWaUxbIlT988YzYWaVXTPTP2NPTwMCzMzkm4AAAggggAACCIQFCDPDFrxCAAEE7lsgJszkmpkRlqEw0w4GrXAyWxm17evYhXcP7RsKCM1nwdmQ9vHh3cM3NInzWeg4x/72Szs0TQstA3e2xZ716QhEQwFr1LZgUBodSKZZIWbUvlaIGwg307qZINP5OtAyZ//ttvr9mWtm+v0bQP+Zmcl3AAEEEEAAAQQQCAsQZoYteIUAAgjct0BMmMnMzAjLUEBXUKQiMzPSEeplR+wZuFO4PSPRufw6EBbasyjDB4X2MWFmvMAxehaoTIAYuKGP3S4r2IzZL3iOmJA0zjLzUPDqmJlpQlIr6IyamRm8YVGo3VZ7wkGq3aZwD3nFzEy+A34XYGam378B9B8BBBBAAAEEnAKEmU4NXiOAAAL3KRATZjIzM0IyENAFQsR418u0tgVnOAb2jZwZaYWb1nUpw6GffYJQKBgTOpo9ooJHq45wIOoMDs3reHd3DiwVt88Wp87gRzEzM7vFW/oePndEux1BqrNNzrP6+bVnwkyumennr2lS+06YmVReKkcAAQQQQAABjwkQZnpswGguAgi4UyAmzGRmZsRAWQFdtzSFb4gTDivtWZjmgECgaJZmB0JLO/Cztpuw05p9GRloWvukp6mOqb+8mZmOa2XajYsJDqPrD80itY8wz1EBqfWR6U+4XZH1Rs3MDFbl7FvYJXJmqvOsfn7tmTCTa2b6+Wua1L4TZiaVl8oRQAABBBBAwGMChJkeGzCaiwAC7hSICTOZmekYqOCMzG4Z1vLuwMzMcPBnz2h0Bnr2wXE/iwgc7bqDQWdwdqd9fPzg0RmahmdKho8JvoobZJrPYsNME17a7bfbHA5pywsz49cVPjamVb7cwDUzfTnsdNohwDUzHRi8RAABBBBAAAHfCxBm+v4rAAACCCRCICbMZGZmIljvrY6IZebhmZ92yHhvlbG3mwSYmemm0aAt1SHAzMzqUOecCCCAAAIIIOBWAcJMt44M7UIAAU8JxISZTUt1sPCOp/pAYxFwq4BnwkyumenWr5Dn28XMTM8PIR1AAAEEEEAAgQQKEGYmEJOqEEDAvwIxYSYzM/37ZaDnCRfwTJjJNTMTPvZUGBBgZibfBAQQQAABBBBAICxAmBm24BUCCCBw3wIxYSbXzLxvSw5EIFqAa2ZGi/DebwLMzPTbiNNfBBBAAAEEEChPgDCzPB0+QwABBCopEBNmMjOzknLshkDFAszMrNiIPVJbgJmZqT2+9A4BBBBAAAEE7k2AMPPevNgbAQQQiCsQE2YyMzOuExsRuB8Br4SZzYddup/ucQwCFQrYYebp06d17do13blzR+a/OzwQQAABBBBAAAE/ChBm+nHU6TMCCCRcICbMZGZmwo2p0L8Cbg8zL168qFFzTqn50Iu6duOXcsv1G7+ocuWurt8ov9y4cVcPXu7o5o0KyvU7ulnJcuv6HcWW27p1/d7K7eu3de/llm5fjyx3rt9SQsq1W7obKjd199r9l1+u3VTF5YZ+uRYuJswseberzpw5Q5jp3z+F9BwBBBBAAAEEggKEmXwVEEAAgQQIxISZzMxMgCpVIBAQcOM1M03LzO/+1q1bunz5ssbMK9Vva5/Wv9Yu1b/WOqV/r1Ws/6h1Uv9Vs0i/q3lCv69ZqP/+oED/80GB/vf9Y/rD+8f0x/fz9dB7+Xr4vSP603tH9Mi7h/XYu4f0+DsH9cQ7B/TkO/v19Nv79Mzbe/Xc23v0/Fu79ee3dumFN3fqxTd36KU3t+uVN7bpr29s1atv5Oq1v23R3/62WW+8vklvvb5Jb7+eo3dey9G7r63X+6+t1wevZqvWq+v04V/XqvZfs1Tnr2v00Sur9fErq/TpKyv12csrVO/l5fr8pWVq8NJSNXxpiRq9uFiNX1ykJi8uVNO/LFDzv8xXixfmqdULc9X6hTn68s9z1ObPs9Xuz7PV/vmZ6vj8THV6boY6Pzddac9NU9dnf1a3Z6eqx7NT1POZyer1zCR99XSGej89UX2eTle/pyao/1PjNeCpcRr45FgNenKMvn1itL57YpSGPDFSQx8fqWGPj9APj4/Qj4/9qBGP/aifHv1eIx/9XqMfHaYxjwzV2EeGaPwj32nCnwYr/U/fKqPGIE2qMVCTa3yjqQ8P0M8P99e0h/tpxkN9NfOhPpr1x97K/OPXmvPHrzT3D700/w89teAPPbTw/7pr8f9115L/7aql/9tVy/83TSv+p4tW/k9nrf6fTlrz/zpq7f/roHX/3V7Z/91O6/+7rXJ+30Ybf/+lNv2+tbb8rpVyf9dSW/+rhbb/V3Pt+K9m2vWfTbX7P5toz3821t7/aKT9/9FIB/69oQ79e0Md/vf6OvJv9ZX3b5/r6L/V07F//UwF//qpCn/7iU789mMV/fYjFf9LXZX8tq5O/7aOSt/rrvPnz+vGjRu6e/cuMzP5A4kAAggggAACvhUgzPTt0NNxBBBIpEBMmMnMzETyUpfPBdw4M9MMif27N8t+TchUXFysY8eOKS8vT0eOHNHhw4cpGDzQd8B8j/Lz81VYWCizxNwE5yZAN2EmDwQQQAABBBBAwK8ChJl+HXn6jQACCRWwQ42rV6+qpKRETzQt1cHCOwk9B5Uh4FcBN4eZJlQy4ZL57Zvl5mfPnrVCp9LSUlEweNDvgAkwzdJyE5abINPMyuR6mX79S0i/EUAAAQQQQMAWIMy0JXhGAAEEHkAgJsxkZuYDaHIoApECbg0zTSvNb98Emrdv39bNmzd1/fp165qGZrYmBYNEfQdMiGlCc4LMyL8NvEMAAQQQQAABfwoQZvpz3Ok1AggkWCAmzOSamQkWpjo/C7j1mpn2mNiBpgk1TdhEwSDR3wHz3TLFfNd4IIAAAggggAACfhcgzPT7N4D+I4BAQgRiwkxmZibElUoQMAJunpkZPULmbwEFg2R8B6K/a7xHAAEEEEAAAQT8KkCY6deRp98IIJBQgZgwk5mZCfWlMn8LOMNMs2yXpbb+/j7QewQQQAABBBBAAAF/CxBm+nv86T0CCCRIwBlmmhs+PMHMzATJUg0CgZmZpa93sm6sQ5jJNwIBBBBAAAEEEEAAAX8LEGb6e/zpPQIIJEjADjNN0GLuPPtks1INn3tNI4LlpzlXZZeRc67IlFFWuazRcy5rdOZljcm8ZJWxmZc0NvOixoXKBY2fHSgTZp+XKelWOaeJs4Nl1lllBMukWWdkymSrnNaUWac1ZeZpTbVKqX6eaUqJpjnK9BmnZMqMGcVWmTmjWIFyUrNmnNSs6Sc1e3qRVTKnFylz+gnNCZa50ws1d1qh5lmlQPOmFWi+VY5rwbRAWfjzMZmyyCpHtejno1pslXwt+TlfS6bma+nUPKssm5qnZVOPaHmwrJhyWKastMohrZxySKuCZfXkgzJlzeQDoZI1+YCyJu/XWlMm7dO6YMmetE/Zk/ZqfbBsmLRHGzICJSdjt0zZaJVd2pQRKJsn7pRdtkzcIVNyrbJdWydu19b07dqWvs0q29O3aXv6Vu0IlVztnBAouyZskSm7rbJZeyYEy/hN2hss+8Zv0r7xG7XfKjk6MD5HB8bl6KBVNujQOFPWW+XwuPUy5cjYbKvkjc1W3th1yg+VtTo6dq2OjlmrY2OyrHJ8TJaOj1mjgmApHLNahaNX64RVVqlotF1W6uToQCketUKmnLLKcp0atVwlVlmm0pGBcnrkUplyxipLdHbkEp39aYnOWWWxzv20WOd/WmSVCz8tkikXRyy0yqURC2SXyyMW6PKI+bpiyvD5ujp8nlWuDZ+na8PnquT1jtadws0NdpiZmaA/XFSDAAIIIIAAAggggIAHBQgzPThoNBkBBNwnYMJMc3MGc8fZCxcuqP2Pp9Rm6Am1GnxMrb49qlbf5qu1KYPy9eWgPKu0GZSnNoOOqK0pAw+rnVUOqf3AQ+pglYPqODBQOn1zQKZ0/ma/Vbp8s19p3+xT2oB96mqVveo2wJQ96m5K/93qESw9+++SKb2sslNf9dupr/vtsErvfjvUu9929QmWvn23yZR+fbeqv1VyNaBvrgb0ydU3fbZYZWCfLRrYZ7MGmdJ7k74NlsG9N8qU73pv1JDeOVYZ+vUGmTLMKuv1/demZOuHr7L1o1XWafhXpqzVCFN6rdVPvbKsMrJXlkb2WqNRVlmt0b1Wa3TPVRoTLGN7rtS4YBnfY4VMmdBjuVXSeyxXeo9lmth9mTKsslSTupuyRJODZUr3xer01gD1qjVEU7st0s9WWahp3RZqWtcFmh4sM7rO18xgmZU2T6bMTptrlcy0ucpMm6M5aXM0t0umVeZ1ydS8LrM13yqztKDLLC3oPEsLO8+0yqLOM7Wo8wwtNqXTdC3pNF1LrTJNyzqZ8rOWdwyUFR2nypSVHadoVbCs7jhZqztM1hqrTFJWB1MytNaU9hla136iVbLbT1R2+3Stb5+uDe0mWCWn3XiZstEq47Sp3ThtajtOm9uO1RarjFFu20DZ2na0trYZrW1tRllle5tR2t5mpHaY8uVP2hksu74cIVN2fzlCe1oPt8re1j/KlH1W+UH7WwfKgVbf66BVhulQK1OG6rApLYfqSMshVslrOUR5Lb9TviktBut4qyEq/HKYSjoMt35b5jfGjVDc9zeQFiGAAAIIIIAAAgggUFUChJlVJc15EEAg5QVMwHLr1i1dvXrVmkFWXFysEydOqKCggOJSg+7du2vw4MGMj0vHx/x2zG/o1KlTOnfunPXbMr8x848HPBBAAAEEEEAAAQQQQMCfAoSZ/hx3eo0AAkkQsJea37x5U2a5+aVLl6yZZOfPnxfFnQZ9+vTR8OHDGR8Xf0fNTGfzWzK/KfPbYlZmEv54USUCCCCAAAIIIIAAAh4SIMz00GDRVAQQcL+Avdz89u3b1ixNE76YZbEUdxp88803GjNmDOPj4u+o+Q2Z2ZjmN0WQ6f6/gbQQAQQQQAABBBBAAIFkCxBmJluY+hFAwHcCJtC0Q00TvlDca/Dtt99q/PjxjJEHvqf278p3f1DoMAIIIIAAAggggAACCEQIEGZGcPAGAQQQQMBPAuZ6mRMmTPBTl+krAggggAACCCCAAAIIIOBpAcJMTw8fjUcAAQQQeBABwswH0eNYBBBAAAEEEEAAAQQQQKDqBQgzq96cMyKAAAIIuESAMNMlA0EzEEAAAQQQQAABBBBAAIFKChBmVhKK3RBAAAEEUk+AMDP1xpQeIYAAAggggAACCCCAQGoLEGam9vjSOwQQQACBcgQIM8vB4SMEEEAAAQQQQAABBBBAwIUChJkuHBSahAACCCBQNQKEmVXjzFkQQAABBBBAAAEEEEAAgUQJEGYmSpJ6EEAAAQQ8J0CY6bkho8EIIIAAAggggAACCCDgcwHCTJ9/Aeg+Aggg4GcBwkw/jz59RwABBBBAAAEEEEAAAS8KEGZ6cdRoMwIIIIBAQgQIMxPCSCUIIIAAAggggAACCCCAQJUJEGZWGTUnQgABBBBwmwBhpttGhPYggAACCCCAAAIIIIAAAuULEGaW78OnCCCAAAIpLNCqVSt169YthXtI1xBAAAEEEEAAAQQQQACB1BIgzEyt8aQ3CCCAAAL3IMDMzHvAYlcEEEAAAQQQQAABBBBAwAUChJkuGASagAACCCBQPQI9e/aUCTR5IIAAAggggAACCCCAAAIIeEOAMNMb40QrEUAAAQSSIPDdd99p/PjxSaiZKhFAAAEEEEAAAQQQQAABBJIhQJiZDFXqRAABBBDwhMDQoUM1duxYT7SVRiKAAAIIIIAAAggggAACCEiEmXwLEEAAAQR8K1CnTh199tlnvu0/HUcAAQQQQAABBBBAAAEEvCZAmOm1EaO9CCCAAAIJE/jxxx81cuTIhNVHRQgggAACCCCAAAIIIIAAAskVIMxMri+1I4AAAgi4WGDEiBEyhQcCCCCAAAIIIIAAAggggIA3BAgzvTFOtBIBBBBAIAkC5gZAAwcOTELNVIkAAggggAACCCCAAAIIIJAMAcLMZKhSJwIIIICAJwTGjRunIUOGeKKtNBIBBBBAAAEEEEAAAQQQQIAbAPEdQAABBBDwsUBaWpoaN27sYwG6jgACCCCAAAIIIIAAAgh4S4CZmd4aL1qLAAIIIJBAgSlTpqh///4JrJGqEEAAAQQQQAABBBBAAAEEkilAmJlMXepGAAEEEHC1wPTp09W7d29Xt5HGIYAAAggggAACCCCAAAIIhAUIM8MWvEIAAQQQ8JnA7Nmz1aNHD5/1mu4igAACCCCAAAIIIIAAAt4VIMz07tjRcgQQQACBBxSYP3++zHUzeSCAAAIIIIAAAggggAACCHhDgDDTG+NEKxFAAAEEkiAwY8YMtWjRIgk1UyUCCCCAAAIIIIAAAggggEAyBAgzk6FKnQgggAACnhBYvny52rZt64m20kgEEEAAAQQQQAABBBBAAAGJMJNvAQIIIICAbwVWr16tVq1a+bb/dBwBBBBAAAEEEEAAAQQQ8JoAYabXRoz2IoAAAggkTGDdunVq1qxZwuqjIgQQQAABBBBAAAEEEEAAgeQKEGYm15faEUAAAQRcLJCTk6NGjRq5uIU0DQEEEEAAAQQQQAABBBBAwClAmOnU4DUCCCCAgC8EfvOb3+hXv/pVTPnoo4980X86iQACCCCAAAIIIIAAAgh4VYAw06sjR7sRQAABBO5bwNzBPDrM/P3vf69ly5bdd50ciAACCCCAAAIIIIAAAgggkHwBwszkG3MGBBBAAAGXCaxcuVL/93//FxFoNm/e3GWtpDkIIIAAAggggAACCCCAAALRAoSZ0SK8RwABBBDwhUDHjh1DYebvfvc7mZsB8UAAAQQQQAABBBBAAAEEEHC3AGGmu8eH1iGAAAIIJFjgl19+0d27d7Vr1y499NBDVqBZu3Zta5v5jAcCCCCAAAIIIIAAAggggIB7BQgz3Ts2tAwBBBBAIMECJqy8c+eObt26pevX32NPUwAAIABJREFUr6tdnR76318/onnz5lnbTMhJoJlgdKpDAAEEEEAAAQQQQAABBBIoQJiZQEyqQgABBBBwr4AdZN68eVNXrlxRzuzd+vb16Rr04mTtWLrf2mY+M2EngaZ7x5GWIYAAAggggAACCCCAgL8FCDP9Pf70HgEEEPCFgDPIvHz5srJn7dL3H87RqUPndHzbKQ17faq2L94r8xmBpi++EnQSAQQQQAABBBBAAAEEPCpAmOnRgaPZCCCAAAKVE4gXZA79cK6KD50LVVCw7ZR+eG2yti3aTaAZUuEFAggggAACCCCAAAIIIOA+AcJM940JLUIAAQQQSJBAdJC5btZuDak9PyLItE9VsK1Yw1+bpO0EmjYJzwgggAACCCCAAAIIIICA6wQIM103JDQIAQQQQCARAtFB5tpZu/Vt7QU66ZiRGX2ewm3F+unVidqxcBczNKNxeI8AAggggAACCCCAAAIIuECAMNMFg0ATEEAAAQQSKxAdZGbN3qNBdRbp5KHzFZ6ocNtJjfprOoFmhVLsgAACCCCAAAIIIIAAAghUvQBhZtWbc0YEEEAAgSQKxAaZezWgzuJKBZl2s05sPanRf52gnQt3MkPTRuEZAQQQQAABBBBAAAEEEHCBAGGmCwaBJiCAAAIIJEYgOshcM3uv+tddoqJKzMiMbkHR1pMa98o47SLQjKbhPQIIIIAAAggggAACCCBQbQKEmdVGz4kRQAABBBIpEB1krp69T33rLlXRoQv3fZqirUUa//JY7Vq4gxma963IgQgggAACCCCAAAIIIIBA4gQIMxNnSU0IIIAAAtUkEB1krpq9T70/Wq4Th+8/yLS7cnJrkSa+PFq7CTRtEp4RQAABBBBAAAEEEEAAgWoTIMysNnpOjAACCCCQCIGYIDNzv776aEVCgky7fSe3nlDGS6O0Z8F2ZmjaKDwjgAACCCCAAAIIIIAAAtUgQJhZDeicEgEEEEAgMQLRQebKzP3q9fEqFR6+mJgTOGop3npCU14aSaDpMOElAggggAACCCCAAAIIIFDVAoSZVS3O+RBAAAEEEiIQHWSuyDyg7kkKMu0GF+cWauqLI7R3wTZmaNooPCOAAAIIIIAAAggggAACVShAmFmF2JwKAQQQQCAxAtFB5vLMg+r2yZqkzMiMbvGp3EJNe3G49hFoRtPwHgEEEEAAAQQQQAABBBBIugBhZtKJOQECCCCAQCIFooPMZXMOKu2TLBUkYWl5We02geaMv/xAoFkWENsRQAABBBBAAAEEEEAAgSQJEGYmCZZqEUAAAQQSLxAbZB5S50/XqeDwpcSfrIIaS3ILNOsv32v/gq0sOa/Aio8RQAABBBBAAAEEEEAAgUQJEGYmSpJ6EEAAAQSSKhAdZC6dc0gdP83W8WoIMu2OmkAz84Wh2j+fQNM24RkBBBBAAAEEEEAAAQQQSKYAYWYydakbAQQQQCAhAtFB5pI5h9Xhsw3VGmTaHSvNLdDcF4bowPxcZmjaKDwjgAACCCCAAAIIIIAAAkkSIMxMEizVIoAAAggkRiA6yFw857DafrZBx45cTswJElBL6Zbjmv/nwTpIoJkATapAAAEEEEAAAQQQQAABBMoWIMws24ZPEEAAAQSqWSAmyJx7RG3qbXRVkGkTnd5yXAv//K0OEWjaJDwjgAACCCCAAAIIIIAAAgkXIMxMOCkVIoAAAggkQiA6yFw094ha1dvkyiDT7u/pLce0+PmBOjR/C0vObRSeEUAAAQQQQAABBBBAAIEEChBmJhCTqhBAAAEEEiMQHWQunJunlp9v0VEXLS0vq6dnthzT0ue+0WECzbKI2I4AAggggAACCCCAAAII3LcAYeZ903EgAggggEAyBKKDzAVz89X881wdPXIlGadLSp1nthzV8ucG6PC8zczQTIowlSKAAAIIIIAAAggggIBfBQgz/Try9BsBBBBwoUBMkDkvX83qb1O+h4JMm/XslqNa+Ww/HSHQtEl4RgABBBBAAAEEEEAAAQQeWIAw84EJqQABBBBAIBEC0UHm/HlH1dijQabtYQLN1c/2Vd68TczQtFF4RgABBBBAAAEEEEAAAQQeQIAw8wHwOBQBBBBAIDEC0UHmvHlH1ajBDuUfuZqYE1RjLee25CvrmT7KJ9CsxlHg1AgggAACCCCAAAIIIJAqAoSZqTKS9AMBBBDwqEB0kDl33jE1aLBTeSkQZNpDcm5zvtY9/bXy521khqaNwjMCCCCAAAIIIIAAAgggcB8ChJn3gcYhCCCAAAKJEYgXZNZvuFt5ed6fkRktdH5zvtY//ZWOEmhG0/AeAQQQQAABBBBAAAEEEKi0AGFmpanYEQEEEEAgkQLRQeac+cdVr+FuHUnBINN2O785Txue6qmjc3OYoWmj8IwAAggggAACCCCAAAII3IMAYeY9YLErAggggEBiBKKDzMz5Bfr0i706knctMSdwcS0XNudp01M9dIxA08WjRNMQQAABBBBAAAEEEEDArQKEmW4dGdqFAAIIpKhAdJA5e36BPv5inw77IMi0h/TC5iPa/GQ3HZ+7gRmaNgrPCCCAAAIIIIAAAggggEAlBAgzK4HELggggAACiRGIDTIL9VGjA74KMm3Ji5uPaOuTXVVAoGmT8IwAAggggAACCCCAAAIIVChAmFkhETsggAACCCRCIDrInDW/ULUbHdThvOuJqN6TdVzadFjbnuiigjnrmaHpyRGk0QgggAACCCCAAAIIIFDVAoSZVS3O+RBAAAEfCkQHmTMXnNCHjQ/rkI+DTPtrYALNHU90ViGBpk3CMwIIIIAAAggggAACCCBQpgBhZpk0fIAAAgggkAiB6CBzxoITqkmQGUF7ZfMR7Xq8E4FmhApvEEAAAQQQQAABBBBAAIFYAcLMWBO2IIAAAggkSCA2yCzS+03ydDDfv0vLy6K9svmw9jzeQSfmZLPkvCwktiOAAAIIIIAAAggggIDvBQgzff8VAAABBBBIjkB0kDl9QZHebZKvg/k3knPCFKj16ubD2vdYexURaKbAaNIFBBBAAAEEEEAAAQQQSIYAYWYyVKkTAQQQ8LlAdJA5beFJvdP0GEFmJb4XJtA8+Fg7nZyzjhmalfBiFwQQQAABBBBAAAEEEPCXAGGmv8ab3iKAAAJJF4gOMn9eWKw3mx7XAWZkVtr+2qZDOvxYW53MJNCsNBo7IoAAAggggAACCCCAgC8ECDN9Mcx0EgEEEKgageggc+rCYr3RrFAH8m9WTQNS6Cwm0Mx7rI2KCTRTaFTpCgIIIIAAAggggAACCDyoAGHmgwpyPAIIIICAJRAbZJ7S680KtZ8g876/Idc3HdTRR1urOHMtS87vW5EDEUAAAQQQQAABBBBAIJUECDNTaTTpCwIIIFBNAtFB5pSFp/Rq86LEBZknpiktvSimd0XpdZSWFbM5pTaYQPP4I61UPDuLQDOlRpbOIIAAAggggAACCCCAwP0IEGbejxrHIIAAAgiEBKKDzMmLSvRK85Pal+AZmdnd6iijoEgZtWuoRo0ySrfsULsiXmSlqY4JQ7PSVCPOPiYUrVE7Q1ZcWpChOo59srvVcASmZZzfHGufI+r4iHbc55sbmw6q8JEWOjV7DYHmfRpyGAIIIIAAAggggAACCKSGAGFmaowjvUAAAQSqRSA6yJy0qEQvtzilffm3ktCebKU5QkZzgkrPzLSDxuAxVrDpaGFRQZFMaGkFnY4wMrTNsa95GQhWJTn2NUGpVa9zW9RxD/L2xqYDKvpTc5UQaD4II8cigAACCCCAAAIIIICAxwUIMz0+gDQfAQQQqC4BE2TevXtXN2/etGYLZiwq1V9alGjf0WQEmeFeWrMoy5iZaS05N2FiGZ9HzuisxExPRz3OALQ6wkwjcHPjARXXaKqSWatDMzTNGJix4IEAAggggAACCCCAAAII+EGAMNMPo0wfEUAAgQQL2EHmrVu3dOXKFWUsOq0XWpZqb5KCzGkNnreWlkdfH7PMmZkm0LSXjZu+m+XlzvdleWSlKS3dHFsnYql5aPcyg9I6ykhP7sxMuw03N+1XSY0mOj17jWVvxsAEmjwQQAABBBBAAAEEEEAAAT8IEGb6YZTpIwIIIJBgAXt5+fXr1zVp6Vk93/K09h69neCzRFZnBZcmaHTMloycaVkjMrB0BpomzKxhX/sycN1L50zL0GxPs4zdHGeeg8eY45z7StlKq5Em6+qc9r7Opsbb5vw8Aa9vbdyv0w831tk5WTJjcOfOHWZnJsCVKhBAAAEEEEAAAQQQQMD9AoSZ7h8jWogAAgi4TsCEmbdv37ZmBn749TkN/Plq0tsYnoWZrbSYWZYmoAwGjNEtCYaSddIzlGYFoWZ5ub1T8IY+UdfitD+1n62w09onsH9ohmhEcGlCzsCNiSLDT7uWxD5f7jRGZxsN0tWrV62xYKl5Yn2pDQEEEEAAAQQQQAABBNwpQJjpznGhVQgggICrBUxwZi8x37K7RC+3LdHPK68ntc0RYWbc2ZmxYWboBj72zXmsYDN2v4iGRwSUEZ/EfRNuV9yPk7Lx6sgFKnm7q0oP5FmBsgmWCTOTQk2lCCCAAAIIIIAAAggg4DIBwkyXDQjNQQABBLwgYM/MvHbtms6cOaN1W47rlS9PatqKa0lrfjg0rMTMTBNIhpaVB66ZGZotaQWa9uzM4MzMuOFoYJalvZQ98vjIz+x97OfQzM0kaFwZtUhFb6Xp+PY9Onv2rMwYsMw8CdBUiQACCCCAAAIIIIAAAq4UIMx05bDQKAQQQMDdAibMtO9kfunSJZ06dUpZG/P119ZFSQs0rTDTXDOzW1poObcdHgaeHdexjF6Gbs/MDLGaJeF2oBnaGLxOZuBmPjXife7Y1X4ZDlntLcl7vjxqkQre7KqjW3eppKSEO5onj5qaEUAAAQQQQAABBBBAwKUChJkuHRiahQACCLhdwASaZkaguQHNhQsXVFxcbAWar7U+oekrEn8NTWvJuBVSVmJmpo3nuIlP/NmSUTMzI66dGfWZObejvsggNXam5ndb7EYk5vnS6MU6/lY35efussLjixcv6saNG8zKTAwvtSCAAAIIIIAAAggggIBHBAgzPTJQNBMBBBBwo4C93Dwy0MzT660KNGPFlSQ12RlmOgLHiCAySaeupmovjlqso291J8isJn9OiwACCCCAAAIIIIAAAu4RIMx0z1jQEgQQQMCTAma5ubkBjTPQXLsxT2+2Oq6Zy5MVaHqS6r4afWH0Eu15pYO6Nm2tH374QYsWLdLBgwetGzCZMJkHAggggAACCCCAAAIIIOAnAcJMP402fUUAAQSSJFBWoPlWy2Oatfxyks6a+tWeH71UR97uqdljMzRixAj16tVLjRs31t/+9jf94Q9/0BtvvKFmzZppwIABmjp1qtavX6/CwsLUh6GHCCCAAAIIIIAAAggg4FsBwkzfDj0dRwABBBIrEC/QnDxjjV6st0uzCTTvGfvcmGU69M5XyivjGpnmeqX5+flas2aNJk6cqN69e+uLL77Qq6++KnM9z3feeUetWrXS4MGDNXPmTG3evNm61uY9N4QDEEAAAQQQQAABBBBAAAEXCRBmumgwaAoCCCDgZYHjx49bS6C/+eYbffrpp3rkkUesYO2zhp31aoM9ylx+ycvdq9K2nx2zTAfKCTIraoy5MdChQ4e0YsUKjRs3Tj179tTnn3+uF198UY8//rhq1qypdu3aadiwYZozZ462bdumM2fOVFQtnyOAAAIIIIAAAggggAAC1S5AmFntQ0ADEEAAAe8JlJaWWjMCf/zxR2uZ8/PPP6+//vWvatOmjcaMGaPs7GyZfey7nK/beEQftDiiOcsueq+zVdziM2OWa/+7vZW3NTl3Lb9y5Yr27dunJUuWaNSoUeratas++eQTmTF8+umnVadOHXXq1EnDhw/XggULtGvXLmscq5iB0yGAAAIIIIAAAggggAACcQUIM+OysBEBBBBAwBa4fPmyNm7caM3wa9u2rTXb8rnnnlPTpk2tG9KsWrVKJSUl9u7Wc/SSc3PDmoFDJunPtTYQaEZIRb45PWaFtv+th7q1bKd58+bp4sWLMrMszZLyqrjZjwmfTXhpQkwTZppQ04SbJuQ0YacJPU34aUJQE4aaUNSEozwQQAABBBBAAAEEEEAAgaoSIMysKmnOgwACCHhAwIRmO3futG4mY0Krd999V4899pjq1aungQMHWsvIjx07VqmemABz7Nix1rHmGo7meo59vxmn9xvv09xlFypVh592Kh27Unve66uVsxdY17n86KOPLHuzHDwzM7Pal4GbZehmObpZlm6Wp5t2meXqZtm6Wb5ulrGb5exmWbtZ3m6WuZsglgcCCCCAAAIIIIAAAgggkEgBwsxEalIXAggg4DEBEziZoKxPnz7WDLw//vGP+vDDD/X1119r1qxZ2r9//z31KCcnxwo93377bb322mtWvWbm5tWrV0NLzrNzDqt2swOat+z8PdWdyjuXjF2pXe/105Gtu62b9NgzMs2MVzM+Jjh84oknrGDYBMQHDhxwFcepU6esGwyZGw2ZGw61bt3aCsL/9Kc/WZcfMEG2uUGRuVGRuWGRuXGRCc55IIAAAggggAACCCCAAAL3KkCYea9i7I8AAgh4VKCwsNBaGmzCpvr161vhmAkdu3TpokmTJmn79u26efPmPfXu3Llz1nLojh076qmnnrKWIZslyGb5sf2IXnJeXFwsE2h+1Gy/5i8l0Dw1dpV2vNc/JsiMt7TcXIu0f//++tvf/qY33nhDAwYM0Pr1621qVz6fOHFCGzZs0M8//yxzc6jmzZvrzTfflAnOTT/M5QpMn6ZMmWJda7WgoMCV/aBRCCCAAAIIIIAAAggg4A4Bwkx3jAOtQAABBBIqcPr0aWVlZVnXPTTh0QsvvKBXXnlFX375pXWDHhMumesj3s/DLB83S4nNsmKzBN1cR9PMHjQ3/CnrUVag+XHTfVqw9FxZh6X89uKxq7X9/W8qFWRGY5jZmeZmS5999pmefPJJtW/fXnPnztXZs2ejd3Xle/OdMJcsWLt2rRWm9+3bV40bN7Zm9D788MMyQXvLli01aNAgTZ8+3bpu68mTJ13ZFxqFAAIIIIAAAggggAACVSdAmFl11pwJAQQQSIqAuQHL5s2bNX78eCvQMsu7n332WTVp0kTff/+9Vq5caS1dfpCTm9l/ZhagmVFnZtP169dP69atu6cq4wWa63MO69Ome7XQh4HmyXFrtPX9gfcVZEbDm/DaXMvSLEc317A0QbNZjm6CZy8+zAzhw4cPy1yiYMKECfrqq6/UoEEDvfzyy3r00Uf1/vvvq02bNhoyZIhmz56t3NzccsN0LxrQZgQQQAABBBBAAAEEEIgvQJgZ34WtCCCAgCsFTCBo7jZtlux269ZN7733nhXumNl5ZgnvwoULdfTo0Qduu7nZiwnHzGw/c61GU7+ZBXiv19CMbkhZgeZnTXZr0VJvzCiM7tP9vC8at0ZbPhikw1HXyIy3tPx+6jdBs70c3QTQ5rvh9uXole2nuf6q+R4uXbrU+k52797d+n6a2cdmhqq55muHDh30ww8/WJdA2LFjh8zlEHgggAACCCCAAAIIIIBAaggQZqbGONILBBBIUQEzO80sHTZLcM3drR966CHVqlXLmqlmbrbivDblgxLYy5bNnctNgGmCTBNommAzkY/4geYh1W+yS4uWJvZciWx3ouo6MS5Lmz/4Voe37om42U+igszodprgb/To0aHl6CbomzdvnmeWo0f3p7z35sZJu3fvtkL9ESNGWNeDNb8bM1PZFPPaXCN25MiRWrx4sfbu3avLly+XVyWfIYAAAggggAACCCCAgMsECDNdNiA0BwEE/CtgbpRiZpt999131pJaM8vsrbfeUufOnZWRkaFt27bpxo0bCQVyzuCryhvKxAs0N+QcUoPGO7V4SeoGmoXjsrSx5uAqCzKjvyxmObq5vqm5zqm9HN1c/9Tc1T7VH+ZaouYmV+YfB8zlF0xYb2Zxmt/ZX/7yF+tO8T169LCW5y9fvtxaon/9+vVUZ6F/CCCAAAIIIIAAAgh4ToAw03NDRoMRQCAVBMxsR3Pjk59++kktWrSwwhRzPcDWrVtbs+jMkuDz5xN/p29zk554YVZ1XFuxrEDzi8Y7tGTJ6VQY5og+FIxfq5yaQ6otyIxoTPCNCbPN9U9ff/1163qoZjm6uTmU3x4lJSXasmWLZs2aZf1jgrlRlrmEwyOPPGLdOKthw4b6+uuvlZ6ertWrVysvL0+3b9/2GxP9RQABBBBAAAEEEEDAFQKEma4YBhqBAAKpLGCu8WeCEnMjE7PE1wRHzzzzjHXn5mHDhmnFihUqLi5OGoFZij5q1Ch9+umneuqpp6w2mGXGbriOYFmBZqNG27Q0hQLN4+PXaX3NITpURUvL7+fLZC9Hd+P35H76k6hjioqKlJOTo2nTpmngwIHWPz6YGdPmkg/mt2xutGUC4cmTJ1s3xTp+/HiiTk09CCCAAAIIIIAAAgggEEeAMDMOCpsQQACB+xX45ZdfrGv2meDDLFk1d13+05/+ZAWJ5m7gCxYsUH5+/v1WX6njTECYlZVlXWfT3NncBC8mhHHrjLt4gWZOzkE1bbRVy5aUVqrPbt7p2Phsras1zNVBZrSfcwbvY489pvr168svy9GjLcp7b4JLM7vVBJkm0DTBpgk4TdBpfndm1rX57Zm/ByYQNcEoDwQQQAABBBBAAAEEEHgwAcLMB/PjaAQQ8LnAkSNHrJupmCDj448/1sMPP6yaNWuqZ8+emjFjhnWDkaogMstkzRLZNm3aWHc3b9CggcaPHy9zAyEvPOIGmhsOqtkXuVq+uMQLXYjbxqMTsrW21veeCjKjO2ICenNJBHs5utvD8ej2V8d7swTdLEU3S9LN0nSzRN0sVX/llVespetmCbtZym6uj2t+t2bmtvkN80AAAQQQQAABBBBAAIGKBQgzKzZiDwQQQMASMLOqli1bpiFDhuiLL76wlmybm+Z06tRJEydOVG5urqryhiF79uyx7spsQtSnn37aaoeZ+ZmMa21WxVegrECzxRdbtMKDgebRCeu15sMfPB1kxhv36MsWdOzYUfPnz3fFZQvitddt28zfCHONWnOTobFjx1ozuOvVq2ddN/eJJ55QrVq1rJsTmZsUmZsVmZsWmZsX8UAAAQQQQAABBBBAAIGAAGEm3wQEEEAgjoC5nqRZPjpy5Ei1bNlSL774ol566SW1atXK2padnV3l4Y2Z7bVmzRr17t1br776qt555x0NGjRIGzdujNMDb26KF2hu3HBQLRtu0orFpzzTqbwJG7Tqwx9TLsiMHgCzHH327NnWjGB7ObqXZgRH96e631++fNmazb148WLr70xaWpo14/u5556zrrNbt25dde7cWSNGjNDChQutS1pcvHixupvN+RFAAAEEEEAAAQQQqFIBwswq5eZkCCDgRoFr165ZsyrNclAzy8zMtjQzHc3sy6FDh1ozqKrrWnfmxkBmubq5y7m59qZZqmraaZawpuojfqB5QF823KiVHgg089JztLL2cB3culenTp2SCZtu3LihO3fuyCzZTtWHvRy9b9++cl6r1VwrkseDC5h/YNm5c6c1C/bHH3+0/lbVrl3bmiH+5z//2boub7du3TR69GgtXbpU5oZO5uZjPBBAAAEEEEAAAQQQSDUBwsxUG1H6gwACFQrs3btX06dPt65r+cEHH6hGjRr65JNP1L9/f+v6l9UdFO7atcuaeWVmYT377LPq0qWLNQvLTzOwygo02zTI0apFybvze4Vfngp2OJyeo+W1f/JdkBmPxV6Obn5b5h8H7OXoXr0MQrw+umWbmSFrLnORmZlp/QNM27ZtZf62mdmyZka5uYFTr//P3nkHR3Ft+f/V/r+1qbZe7dt/tmprq361++rZgHF8NsEJ2xiwwTY5JwkQOQqRQRgMJtrkJHLOSASBQAgkhMg5C4kcTAZj+/urc2d6pnuCUJju6fCdqgOjme57z/2cnunpb59z79Chah7dHTt2qLl0f/31V7u4Tz9IgARIgARIgARIgARIoEwEKGaWCRc3JgEScBoBESZlPj9ZSVxEFclulIt8WWlcBE2ZdzLe2XIiKmRmZmLYsGFqgRBZHGT8+PHIy8tzGu6Y+htJ0MzNOY1ebXOwc/O1mPYVi8bOzd+PrY2nU8iMAFMWt9HK0d988004bYGqCENyzEvXrl1TU1HI9924cePUVBkyRYXcxJHpKjp06ADJpl24cKFa6Ony5ctx/050DFw6SgIkQAIkQAIkQAIkEBcCFDPjgp2dkgAJmEFALtq3b9+uMpPkAl2ywWrXrq0ywqQ0W1YMlpJyOzykbF3EBZmPU0QF8TctLQ0XL160g3u28SGaoNm7TTZ22UjQPDM/F+mNZ1DILMWRIzHNyspSApqUo9erV0/N/cpy9FLAi/EmhYWFkPl/Fy9erDLTO3XqpKbZeO2111CnTh107twZY8aMwdKlS5GTk4OioqIYe8DmSIAESIAESIAESIAESKDsBChmlp0Z9yABErABASlVlYvwGTNmqPkkpZTyww8/VOLgtGnT1OI9dlsBWOa7k7nuGjdujOrVq0MW95CFPmTRDz6iE4gmaPZrswdZm4uj72jRO2cW5GFzk5k4U+CtOTJjhVemfZCFtrRy9H79+mHjxo1gOXqsCJe9HZnfVW6syIJjCxYsUIuOyRzCtWrVUtntX3/9tfrelQzylStXqixymR+WDxIgARIgARIgARIgARKwggDFTCsosw8SIIEKEZDFUw4ePKgyF0XokIyh9957Ty2GM2HCBGzdutWWGUPit2SKylx1IrY2aNAA4q/MbcdH2QhEEjTzck6hf+vd2L0pftlipxbkYVOTWThNIbNsAY2ytZSjr1q1Ct27d4dWjj5v3jycP38+yh582WoC8r129uwkgsw/AAAgAElEQVRZ9d02Z84cNfdw69at8dFHH+Htt9/Gt99+i169emHSpElYu3YtCgoKcOfOHavdZH8kQAIkQAIkQAIkQAIuJkAx08XB5dBIwKkEZOEQWcFbREC5MK5cuTKaNm2K1NRUrFu3ztbCxtWrV1VJppRnVqpUCQkJCWouOpmHjo+KEYgmaCa3zsKeOAiapxYcwIamsylkViysUfeW7EApRx85cqSa21ErR9+/f3/UffhGfAk8fvwY8v2dnp6usuYHDhyoMm4lE12m/ZCsdLkh9dNPP6nsW1ns7Jdffomv0+ydBEiABEiABEiABEjAcQQoZjouZHSYBNxF4NKlS+qiVuZla9GiBapWraoyGAcNGoRly5bh2LFjEBHLzo9Dhw5h8uTJaNiwIWrWrImUlBRkZGRALuz5iC2BaILmwFY7sWfT1dh2VkJrJxYcwLqmcyhklsAo1m9p5ejNmjXD+++/r0QxKUenGBZr0ua0J3ES8VJiJmKmiJoiborIKWKnTDMg4qdMHSJiqIii/A41JxZslQRIgARIgARIgAScToBiptMjSP9JwEEErl+/jh07dqjyw44dOypB4osvvkDv3r0hpaSyeveTJ09sPyJZRGjbtm1qRXSZp1OyR6WkUkrh+TCfQDRBc3CrTGRbIGieSDuItU3n4XTBScg8gQ8ePICU3kom4R9//GE+APaguGvl6HIDpF27duo7hOXozjw4pAxdytGlLF2+S6VMXb5XpWxdyteljH3IkCGQsnaZukPK3OUzxwcJkAAJkAAJkAAJkIA3CVDM9GbcOWoSMJ2AZOHI6rczZ85U89998sknKmuxS5cu+Pnnn7F7925HzaMmq/7Kir+y2q+s9JuYmKj+ltf5sJ5AJEHzwN6TGNJyB/ZuNC8mx9MOYnWz+RQyrQ951B5FRJaFarRy9K+++grjxo0Dy9GjInPUG3LDQG50yUJDsuBQt27dIAsQvfHGG2pBIlmYaMSIEWqhIjkOZOEiOSb4IAESIAESIAESIAEScC8BipnujS1HRgKWEXjx4oXKqlm4cCH69++PunXr4t1330Xbtm3VxaeUXMtckk57SKalZAlJhpBkYA4ePFhlZEpmJh/xJxBN0BzWcjtyNl6JuYPH0gqwqtkCCpkxJxvbBo8fP45p06ZBK0eX76RNmzaxHD22mG3RWlFRkbpptnTpUshUJTJXsSwQ9/rrr6N27drqptPo0aPVjafs7Gzw5pMtwkYnSIAESIAESIAESKDCBChmVhghGyAB7xE4deqUWnF42LBhap5IWeimSZMmGDVqlCoTlBJAJz5kfjYRXmXOS5n7UubAlLkwZU5MPuxJIJqgObzFVuyLoaB5JK0AK5qn4RRLy+15IETxSrL6JKNPsvkkk0/K0efPn48LFy5E2YMvu4GAfC/IomtSASA32eTcJFObfP7552pBOVlMKikpCT/88AOWL1+usnivXbvmhqFzDCRAAiRAAiRAAiTgCQIUMz0RZg6SBMpPQC4IJatp7NixaNmyJd58803Ur19fCX5LlixRCzo4uaRPxicXu7LquIiyktkjWT5OzCQtf5SdvWckQTN/70mMapGB/Rsrvor8kYWHsKz5QgqZzj5M8PLlS1WOLiXJtWrVUqXKUo6em5vr8JHR/bIQkEqCc+fOITMzU82zKjflpIpApkKR81uDBg3Qo0cPTJw4EWvWrFFzId++fbssXXBbEiABEiABEiABEiABkwlQzDQZMJsnAScRkCwmucCbMmWKEveqVaumMllkMYa5c+eqi/5Hjx45aUgRfc3Pz8eECRPURevHH3+MoUOHqkUluKBERFyOeDGyoHkCqc3TkbvhUrnHcHjhYSxtsYhCZrkJ2nfHY8eOqXL0pk2b4oMPPsCAAQPUjRtZ0IkPbxKQBeik8kAy9GfNmoVBgwapm3iSqS9TpzRq1Ah9+/bF1KlTsWHDBhw5cgT379/3JiyOmgRIgARIgARIgATiSIBiZhzhs2sSiCcBuWDft2+fumCTLJRPP/0UNWrUUJmJP/30k8pgcks2igiwW7ZswcCBA1G9enU0btxYXYzKhSgf7iEQTdD8vvkW5JVD0Dy06AgWt1hCIdM9h0jUkVy/fh0rVqwIlKPLojIsR4+Ky5NvyDlTBHCpVJBF7GQuVple5f3334fc+JM5WpOTkzF9+nR1vjlx4gTccPPPk8HmoEmABEiABEiABGxPgGKm7UNEB0mg4gR+/fVXHD58GIsWLVIXWzJf2Ntvv402bdqoVX/T09NdtzCCrGiblpaGDh06qDnSZH40mRutuLi44kDZgm0JRBI0D+49gTHNNiFvw8VS+12w6AgWtliKkwWnIBnLImRI5q5MqfDHH3+Uuh1u6DwCUo6+c+dODB8+PFCOLqtosxzdebG0yuO7d++quZXXrVun5lnu3bs3vvvuO7zzzjtq8bhWrVqpBeRmz56tFpE7c+YMnj17ZpV77IcESIAESIAESIAEXEeAYqbrQsoBkQBw+vRprF69Wl2MS1mcrOwq2YgjR45Uc4DJhZQbH3l5eWr1dJnTUzJNZS40KZsXMZcP7xCIJmiOa7YRB0ohaB5cdBRpLZdRyPTOIVPiSCUbTzLxJAtPK0ffvHmzErhL3JFvkgCAmzdv4sCBA2rRvB9//BHdu3dX805XrVpVnadkUSoRziUTWER0WZxKBHU+SIAESIAESIAESIAEohOgmBmdDd8hAUcQuHLliippk1VZW7dujbfeegtfffWVKqlevHixmtPLrRdGki0nJX8y152IDCI2iOhw9OhRR8SOTppHIJqgOb7pBuSvj76Sdf6iY5jfcjmFTPNC4+iWtXL0rl27okqVKpBy9AULFkAywfkggbISkEoBme5l2bJlapG9Ll26oG7dumoxui+++ELNXZ2amqqqKvbs2QM53/NBAiRAAiRAAiRAAiQAUMzkUUACDiJw69Ytlbkhiw8kJiaq+R8/++wz9OzZE3PmzMH+/fvx8OFDB42o7K5K1opksEg2yxtvvKHmuJO57kRk4IME9AQiCZoFe49jQtP1OLj+vH5T9fzA4uOY12oFhcwwMnwhEgHJ+NbK0SUTXDLCpRxdMsT5IIGKEhDhUgRMmR5GBM2EhASIwFmpUiUleIrwOXbsWCWEiiDKKVQqSpz7kwAJkAAJkAAJOIkAxUwnRYu+eoqAiJIiTopIKWJlrVq1lHgpIqaImXIRLeKmFx7CYdy4cSrjVMTbESNGqAWK3Jpx6oWYWjXGaILmxCZrUaATNHMXHcOcVispZFoVGBf2IxnhWjm6LAgji8FIObrbbzC5MJS2HpKc9+SmnvwGkBt7UqIuN/dEUJfSdRHVpZRdStpXrVqlStyl1J0PEiABEiABEiABEnATAYqZboomx+JYAnJxIitrS1m4rLgtZeJSLi5l41I+Litxe6m87P79+9i4cSP69eunVoqVVWKnTZuG48ePOzbGdDx+BCIKmtnHMaXJGhxafw77Fx3H7DZrcOrQaS72E78wuarna9euqQXHtHJ0WYhMFiRjObqrwmy7wciiQjIn9rZt2yCLDQ0ePBiy+NCHH36oFiOSRYlkcaLJkydDFis6dOgQZPEiPkiABEiABEiABEjAaQQoZjotYvTXFQTkYmPNmjUqw1AW5nnttdcgC/VIhoUs3CML+Hjtce7cOcydOxdt27bFm2++qTJLJKuEGSVeOxLMGW+ooCkrlB/JOYkfPl+KyfWX49ThMxQyzUHv+ValHF0WIpMFybRydMmak0Vh+CABqwg8evQIJ06cUDdHp0+frjKH5UahZBG///77as7p/v37q+ximYtaFr5iVrFV0WE/JEACJEACJEACZSVAMbOsxLg9CZSRQGFhIdLT01WZdJs2bfD222+jXr166kJC5sI6fPiwZ1fbzsnJUXN+yYIHn3/+OUaNGoWsrCyI8MQHCcSagF7QlMWjbt++jV2bslGnVj31XC7cnz9/jt9++w1//PFHrLtneySgCEg5+k8//QS5kaWVo0v2vYhNfJBAPAhINYRUh2zYsEFNY9O3b191g/W9995DjRo10KJFC6SkpGDWrFnYunWruuH69OnTeLjKPkmABEiABEiABEhAEaCYyQOBBGJIQIkju3apC9VOnTqpiwCZ67JHjx7qIkAm6RcRxauPe/fuYf369ejTpw/kIkkukGbMmIGTJ096FQnHbTEBTdAU0fLx48dq6gJZVOPJkyd48eIFhUyL4+H17rRy9KSkJFSuXBlaOfqlS5e8jobjtwkBmZs7Pz9fVZNMnDhRzeH9zTffqKlwPvnkE1VNIVnH8+bNUxnI58+f9+wNWpuEjG6QAAmQAAmQgCcIUMz0RJg5SDMIiBCSm5urSqN79eqlMgsly0ZWHJ0yZYr6US+lrF5/SEm9LGIk839KVqosZiQl9l5ZvMjr8bfj+CXrUrIvpfz31KlTKlNa5q1lRqYdo+Udn0RM18rRRSRq0KCBWsSF5ejeOQacNlIR42WBvuXLl6v5vUWUl8oTEeal2qJjx46q4mLhwoXYvXs3Ll++zKx3pwWZ/pIACZAACZCATQlQzLRpYOiWvQiIyCGlgUuWLFGlVl9//bWa11Em1h87dixkfin5kc6Hj8DevXvx/fffo06dOqhduzZGjx6NPXv2EA8J2IaACJqSpSlipohG8jdLy20THjoCqLJfrRy9evXqanE4lqPz0HAKAZliJzs7Wy1sKL8BEhMT1e+B119/Xf026Ny5M8aMGYOlS5dCppwpKipyytDoJwmQAAmQAAmQgA0IUMy0QRDogv0IyGI0a9euVRkFTZo0QaVKldCwYUO1gIMsSiMCCB9BAnfu3FG8ZJXUd955By1btlRl9V5cyChIhc+cQECmOJDPNh8kYGcCxcXFWLZsGbRydMl4k2w3lqPbOWr0LRIBuTl88eJF7Nq1CwsWLFALIbZv3x4yJc8bb7wBuVncrVs3jB8/HitXrkReXp5anC1SW3yNBEiABEiABEjAuwQoZno39hy5n8DVq1eRkZGhfjjLStoixsmCNAMGDFAXiwUFBWouPQIzEhBBVxYDEOFSmImQKQKwCJt8kIBTCMiKvXLDgg8ScAoBKUffsWMHhg4dCq0cfcKECWpeQ6eMgX6SQCQCMpfx2bNnsX37djU9zZAhQ9QUNR999JGapubbb7+FTOszadIk9XtDfp/xN0ckknyNBEiABEiABNxPgGKm+2PMEeoIyI9embfp559/RpcuXVCzZk11Mdi9e3fMnDlTlTr98ssvuj34VCMgJbhSKp6amqpKxaSEXErJpaScDxJwKoHDhw+jefPmTnWffpOAKkefOnWqWn1aK0dPT09XC1wRDwm4hYDMUy6Z9HJsy8KBAwcOVN/dcsz//e9/R+PGjdGvXz+1AOPGjRvV1ED8PeeW6HMcJEACJEACJBBOgGJmOBO+4hICsjqxlCfJCpuSNSgrFn/wwQdqQvrJkyerzJbr16+7ZLTmDEMW6ZHFemTRnrfeektlSMhiPrKoDx8k4AYCBw8ehMx9ywcJuIGAVo4uN+tkehStHJ1zOrshuhxDNAIiWsq85iJiyjyzImqKuCkip4idcsNKxE8RQUUMFVFUxFE+SIAESIAESIAEnEuAYqZzY0fPdQQka1DKRWVOsUGDBqkFPapWrYoWLVqoCeblBy7nFtMBK+Gp/MiXH/zC7r333kPfvn2xfv163Lt3r4S9+BYJOJOA3PCQ6SX4IAG3EZCSXa0c/eOPP8Y333wDlqO7Lcocz6sISEWOlKPLNDhSni5l6lKu/vbbb0PK11u3bg0pZ5cbtVLeLmXu8tnhgwRIgARIgARIwN4EKGbaOz70LgqB8+fPY926darkuWnTpqhcuTK+++47NYeYTBgvghwfpSMgKzpnZWWpxY4+//xzNV+orNC+b9++0jXArUjAwQTkOO/QoYODR0DXSaB0BGRKBa0cvUaNGkhJSVFZasxQKx0/buU+Ajdu3FAVPPK7URYckoWHZAEiWYhIFiSShYlGjBihFiqSBYtk4SL5zcQHCZAACZAACZBA/AlQzIx/DOjBKwhI2dzWrVtVRkm7du3w7rvvQuZrlDKitLQ0SJko76K/AmLI2/IDXlZll7lC33zzTZWZNnfuXMgq7nyQgJcIZGdnIzEx0UtD5lhJAEVFRVi6dKmaO1rK0RMSErBo0SKwHJ0HBwn4CMhnJCcnR31OxowZg86dO6vfnq+//rqaN1zOG6NHj8aSJUvU3OGymCQfJEACJEACJEAC1hGgmGkda/ZUCgJ3795Vi8xMmzYNSUlJ+PDDDyHlcXK3XEqfZbGZ+/fvl6IlbhJK4Pjx4xCuzZo1w/vvv6/EYCm/J89QUvzbSwQkK1nmF+SDBLxKQG4GSnmtlNpK2a2Uo0+cOFHdKPQqE46bBKIRkMxMEf1lMcmFCxeqqhaZm1YqW6RK6KuvvkLXrl0xbtw4rFixArm5ueD87NFo8nUSIAESIAESKD8BipnlZ8c9K0jg6dOnyM/Px/z589GnTx91p1tENin5lAspubi6du1aBXvx7u4vX76ElEVJiZSUS8kPbPlxvX//fu9C4chJIIRAZmamulkS8jL/JAHPEpBy9ClTpqBhw4aoWbOmKkfPyMiALKrHBwmQQHQCL168UBUuMletVLsMHToUbdq0UTflZRFFuVEgCyrKb1xZXFEqi27fvh29Qb5DAiRAAiRAAiQQlQDFzKho+EasCUhm4PLlyzF48GD1g07mJJIVJr///nts2LBBzUUU6z691p7c/ZdMAMlkFb4y35OIxRcuXPAaCo6XBEpFYNu2berislQbcyMS8BgBrRxdSmylvFZKa6Uc/cqVKx4jweGSQMUIyM2AU6dOQW4MzJw5U90kkIUWZf5aWWyxUaNGasFFmddWfhMfOXKElTMVQ869SYAESIAEXE6AYqbLAxyv4Yl4Jitgy3xCUtZcpUoVtXqklLGJoHnixIl4uea6fo8ePYqff/4ZTZo0wQcffIABAwZg8+bNePDggevGygGRQKwJjBw5Ul1ExrpdtkcCbiPw7NkzQzm6rAgtq0NLdhkfJEAC5Scgv9eOHTuGTZs2qd9z/fv3V7/ppFqpWrVq6nd0cnIypk+fji1btqjf0I8ePSp/h9yTBEiABEiABFxAgGKmC4IY7yFIKbhkN0nZjGQC/v3vf8eXX36p7jAvWLBAlZJLSTkfsSEgZUxSGjts2DB8+umnqF+/vlqFMy8vLzYdsBUS8BABuXiUC0c+SIAEykbg0KFDhnL0QYMGqawzlqOXjSO3JoGSCMhc8vJZW7duHSZPnozevXvju+++wzvvvKPmlW/VqpWqeJo9e7b6LX7mzBnIjQc+SIAESIAESMDtBChmuj3CMR7fvXv3IKv/yt1hmeBcFgsQk+fy2p49eyDb8BFbArKi+7Jly9SiSDLBvMwrKiu5X7x4MbYdsTUS8BgBySAfOHCgx0bN4ZJAbAnISs6yqnOnTp0C5eiLFy9mOXpsMbM1EjAQuHnzJg4cOIBVq1bhxx9/RPfu3dUN7qpVq6qb3e3atcPw4cPVdEM7d+5UUw7JfOp8kAAJkAAJkIAbCFDMdEMUTRqD3NmV8jHJruzXr5/KtpR5fST7csKECeoOsIhsfJhDQBZhkLmTZB6l6tWrK8FFyotYWmQOb7bqTQKyCIPM48sHCZBAbAjIbwep1pDP1YcffqimmJFy9IKCgth0wFZIgAReSUB+n+/bt0/dCB87diy6dOmCunXrolKlSvjiiy+QkJCA1NRUNQeuJCJwHtxXIuUGJEACJEACNiNAMdNmAYmnOzKPpSweI/NaylxYMs+lzHcp815K9tL58+fj6Z7r+37+/HlgPrKPP/5YLZIkorGs+M4HCZCAOQRWrlyppmwwp3W2SgIkICWyUh4rpbEibko5+tatW8HpZ3hskEB8CIhwKQKmLOYlgqYImyJwitApgqcInyKASkWQCKJMXIhPnNgrCZAACZBAyQQoZpbMx7XvSnnyxo0b1UrispqirHzdoEEDlUkhP15k5fE//vjDteO3y8CkNG/p0qXQVoqVH5Ty4/Ly5ct2cZF+kICrCcj33YgRI1w9Rg6OBOxCQF+O/tprr6mydClHLywstIuL9IMEPEtAStBlAU8pSZ8/f74qUZdSdZmfXUrXZY52KWWXknYpbZcSdyl154MESIAESIAE4kHAE2LmpUuXICs+u92iHUDXr19XGX9S5iVzLcrqiLVr10afPn3UjxX5McIJ+6PRi/3rWpZKw4YNUbNmTaSkpHDRhNhjZoskUCoCMs+fZKbwQQIkYC0BycyUDE2tHF0yNyWDk+Xo1saBvZFAaQjI9BGyuJBMISGLDcnnVhYfkmxrWYxIPr+yOJF8hqWaS6ZKsnoOfadd5/3222+lQc9tSIAESIAEohDwjJgppbpuNpnbUh6//PIL9u7di5kzZ6Jbt2745JNP1A8NKRmZNm0adu/eDVkZkQ/rCIResEkJvwjLWsys84Q9kQAJhBIYMGAAOnbsGPoy/yYBErCYgIiYcm7UytFFLBHhhOXoFgeC3ZFAGQnIXO4yVZXM6y6LgSYnJ6tpqqpVq6YSKJo2bQo518p1yObNm1X118OHD8vYy6s3FwHVSdd6FDNfHVNuQQIkQAIlEaCY6RKRMy8vD3Xq1MG7774LKQmREhDJeCgqKiop/nzPJAIyH5GUziUmJoKldCZBZrMkEAMCssDZDz/8EIOW2AQJkECsCEjZeeg5VLKopUydDxIgAecQuH//Po4cOYINGzZgypQpqipMKpPkekWqk1q2bKnm0Z01a5a6bjl9+nS5b2BQzHTOcUFPSYAESCAWBChm2l7MzEBq3SpImK3LLN2cinpVEjBP57uUip87dy4WxwTbKCcBybScOHGiWjzpo48+UiU4zCopJ0zuRgIWEZB5wcaNG2dRb+yGBEigrAS06gZZOEjED60cXaZs4YMESMC5BG7duqUyKVevXg1Z8LJHjx5q/v4333xTVZa1bdtWLdA3b948ZGZmqoVIf/3116gDNkfMzEBqYioydNdcKvtTrsUS51UoE5SZmVFDyTdIgARIoFQEPCVmzkush9TNflFQTkJ1I5ycQk9W+fnIGFnPICbOS6yCeiMzdCeweUjQt6U/wc1OMGwrbRn3FX9EsEzAvEg+yWtVqqiVxWV18SpV6iEhsZ7ub99rYzN8Zealijo3igmBx48fq7kuZc7LGjVqQO40y11nXmDFBC8bIQFLCMydO1dlslvSGTshARKoMAGtHF2mbNHfOJQ5/fggARJwB4Fr165h//79WL58uaqeSEpKQr169VC5cmV8/vnnanqYUaNGYeHChWoKLVk40xwxMx/5/ms5uYbzXYvpr8u058Ykk2C5u3aNOA8JIYkoFDPdcaxyFCRAAvEj4FkxM7KoqMt+nJ2ghENN/AwIobMTDMKm72Slnah8WZTRTnRadmV4334xU4RU6Tdwp09e9wmw8xL9J0klbspzrU+fz5x/0ZoPkfxYkh9Osup4pUqV1Crksho5y/mt4c9eSCDWBObMmaMyQmLdLtsjARIwn4B+SpfXX39dnZNZjm4+d/ZAAvEkINNQZGdnq6koRo8eraZ0koVNs7LWBa6bAmKi7rpKklG0azF1vaVLFglPNNFdE+bnI3AdpiW96BNXtNci/q+7XgtJWqGYGc+jiH2TAAm4gYA3xMxjW4zZjYmpqnQ7kugoJzk52UV6L+w1ER0NmZM6wVETJEMyMwMnVxEjdSfR0LbVyVYvnPpPmiKE6k/E2smXYqZ5H8dTp05Bfiw1aNAAH3/8MYYOHapWh3/+/Ll5nbJlEiABSwjIPF2y6AgfJEACzibw5MkTVS2hlaNLtcTUqVNx4cIFZw+M3pMACZSKwOHDmWUTM7VrNVUhF1p1ZxQz1fWb4Zov5FpRtVVyUov+Wk+u3yhmliqs3IgESIAEohLwhph56ZK/lNtfZh6SdakEycAJTXfyUictfdlAeImAMTPTV5KuP1kFnuvL0EPv3Cl/9P3ofJBtxY8I++uFTYqZUY/xcr9RXFyM/v37q9XgReyQCcz5IAEScBeBmTNnYvLkye4aFEdDAiQA+V0k8+G+//776iakLETCBwmQgHsJlF/M9F9rhZSByzWeXGupa7nQ60R/kkkwSUW7dgtW1QWuEavopjnTXQNSzHTvsciRkQAJWEPAO2KmX8CsVzcBqSN9FinDMXBSMgiMujLwMIFTTl5alqW0q2VO6vYJlIRrd+x0JzV1MtQyRXWvB052oSdF7WRpnMuTYmZsPzA5OTmoVq0apk2bFtuG2RoJkICtCMhK5mPGjLGVT3SGBEggdgRevHih5sX97LPPcPTo0dg1zJZIgARsRcAnZoZkTEoVnF+IDCszNwiUci0X6TrML3SWUNXnS1zR76u/dvNfI/r7UuKoP0GFYqatDh86QwIk4EACHhEzc9QJqp6sCj7Sn+Wou6NmOLn5Sw3UiU8JmuEnxYTZ/hOTnIy0bfwnpsAdvNAScl1mpX7+zSrqdU349IudgZOr/285uY6UOTzDfdFOoFwAKHafPikrr1q1qlo5MXatsiUSIAE7EpAbFj/99JMdXaNPJEACMSSwfv16VWkhVRd8kAAJuI9AhTIzVWKKXpAMJo/oK/gC13CBpBNjckkgKUa9H7xeTPVPYaZNDybbUcx03zHIEZEACVhLwBti5rEtSBiZgdATkBIxNXFTd1IynojkZKaJjboTm2H74OTOwdJv/T7B96Vt5cdsfem4flvfSVGd7PzzbQb8FuE0IHQaT57MzIzdB6d169Zq9cTYtciWSIAE7EpAhExmYNs1OvSLBGJLQKaV6NGjR2wbZWskQAK2IFAhMTNi5Z3/ui8kASZSckmg2k+7PgxU+GnXgD5hU78dxUxbHDZ0ggRIwMEEvCFmqjkz/SLiZr0gKSeWCHfhtGzLqJmQvgzJ4AlJO74J0FkAACAASURBVFHpBUa9QBl8PyBmGvzQb6v3z/c8IGb6527R7uoFhdN8NTeUg49D27ielZWFpk2b2sYfOkICJGAuAVkgZPr06eZ2wtZJgARsQ0BWPWa5uW3CQUdIIGYEyi9mynVYCQsAGcTM8OtG/fWYLwEmWNqupiILVOf5BE3tOo5iZsxCz4ZIgAQ8SsCzYqavHFxOSMYTS3hWpgiKJYuN+hOVr90I5eDaiUzd+asCX3l5uHAZqX+9mKl/X3/yZGZmbD7BsgrqkiVLYtMYWyEBErA9AVn8R7K1+CABEvAGAbmBMWHCBG8MlqMkAQ8RKLOYqUta0QRG/XVW4LkSM2V9gwQk+MvFQ7MzfQkucr0YKnYaE1qkTakMlP4oZnro4ORQSYAETCHgQTEzsnipiZDBbEu90FiCmKmJk7qJncPb0E5kwXa0/kJPhtrf+pNqqJgpJ0HfdsETJsXM2Hw+6tWrh3PnzsWmMbZCAiRgewKTJk3CrFmzbO8nHSQBEogNgdzcXLRp0yY2jbEVEiAB2xA4fPgwAgKkVu4di/9VxZ7vmiv0mkz60yeXBPv3XW+q6zXdFGHB9zlnpm0OHDpCAiTgWAKeEjP1JxC3PaeYGZvP4Jtvvolff/01No2xFRIgAdsTkAytOXPm2N5POkgCJBAbAtevX0etWrVi0xhbIQESsA0B08RMnSCqFzODiSkJmKfbprTXmMzMtM2hQ0dIgAQcSoBiZjlOPqU9SVm5HcXMin8Cnzx5gv/+7/+ueENsgQRIwDEEfvzxR8ydO9cx/tJREiCBihGQ1cz/+te/VqwR7k0CJGA7AlaImbG8tqOYabtDiA6RAAk4jADFTIqZDjtkzXNXflRUrlzZvA7YMgmQgO0IjB8/nmKm7aJCh0jAPAK//PILPvjgA/M6YMskQAJxIUAxMy7Y2SkJkAAJxI2AJ8TMy5cvw0rbtWsX1qxZY2mfMj4+KkaAYmbF+HFvEnAiAREz582b50TX6TMJkEA5CFDMLAc07kICDiBg1rXe1q1bsXnz5phf1zEz0wEHFV0kARKwNQFPiJlWR2DVqlUYOnSo1d2yvwoSoJhZQYDcnQQcSIBipgODRpdJoAIEKGZWAB53JQEPEpBFAmWxQD5IgARIgATsRYBipgnxoJhpAlQLmqSYaQFkdkECNiNAMdNmAaE7JGAyAYqZJgNm8yTgMgIUM10WUA6HBEjANQQoZpoQSoqZJkC1oEmKmRZAZhckYDMCFDNtFhC6QwImE6CYaTJgNk8CLiNAMdNlAeVwSIAEXEOAYqYJoaSYaQJUC5qkmGkBZHZBAjYjQDHTZgGhOyRgMgGKmSYDZvMk4DICFDNdFlAOhwRIwDUEKGaaEEqKmSZAtaBJipkWQGYXJGAzAhQzbRYQukMCJhOgmGkyYDZPAi4jQDHTZQHlcEiABFxDgGKmCaGkmGkCVAuapJhpAWR2QQI2IzB8+HBMmTLFZl7RHRIgAbMIUMw0iyzbJQF3EujTpw+6du3qzsFxVCRAAiTgYAIUM00IHsVME6Ba0CTFTAsgswsSsBkBZmbaLCB0hwRMJkAx02TAbJ4EXEaAmZkuCyiHQwIk4BoCFDNNCCXFTBOgWtAkxUwLILMLErAZAYqZNgsI3SEBkwlQzDQZMJsnAZcRoJjpsoByOCRAAq4hQDHThFBSzDQBqgVNUsy0ADK7IAGbEaCYabOA0B0SMJkAxUyTAbN5EnAZAYqZLgsoh0MCJOAaAhQzTQhl79690bBhQxNaZpNmEqCYaSZdtk0C9iRAMdOecaFXJGAWAYqZZpFluyTgTgIUM90ZV46KBEjA+QQoZpoQQ2ZmmgDVgiYpZloAmV2QgM0IUMy0WUDoDgmYTIBipsmA2TwJuIwAxUyXBZTDIQEScA0BipkmhJJipglQLWiSYqYFkNkFCdiMAMVMmwWE7pCAyQQoZpoMmM2TgMsIUMx0WUA5HBIgAdcQoJhpQigpZpoA1YImKWZaAJldkIDNCFDMtFlA6A4JmEyAYqbJgNk8CbiMAMVMlwWUwyEBEnANAYqZJoSSYqYJUC1okmKmBZDZBQnYjADFTJsFhO6QgMkEKGaaDJjNk4ALCBw/fhx/+ctf8F//9V/493//d/zbv/0b/ud//gd//vOfkZub64IRcggkQAIk4HwCFDNNiCHFTBOgWtAkxUwLILMLErAZAYqZNgsI3SEBkwlQzDQZMJsnAZcQ+Nvf/oY//elPBvu///s/l4yOwyABEiAB5xOgmGlCDClmmgDVgiYpZloAmV2QgM0IUMy0WUDoDgmYTIBipsmA2TwJuIRAz549DUKmCJtdunRxyeg4DBIgARJwPgGKmSbEkGKmCVAtaJJipgWQ2QUJ2IwAxUybBYTukIDJBChmmgyYzZeawB9//AGafRlkZmbitddeCwiaf/3rX7Fv3z7GzObHbak/gNyQBEjA8QQoZpoQQoqZJkC1oEmKmRZAZhckYDMCFDNtFhC6QwImE6CYaTJgNv9KApqA+fvvv0N+e758+ZJmUwa9e/cOiJktWrRgnGwaJ/kMyWdJPlPa5+uVH0RuQAIk4HgCFDNNCCHFTBOgWtAkxUwLILMLErAZAYqZNgsI3SEBkwlQzDQZMJsvkYAILSK4iPjy/PlzPH36FE+ePMHjx49pNmQgmZgyd6Ys/rNx40bGyIYxks+OfIbksySfKflsaaJmiR9GvkkCJOB4AhQzTQghxUwToFrQJMVMCyCzCxKwGQGKmTYLCN0hAZMJUMw0GTCbL5GAiJkitjx79gxNR95D4+F30GTYbTQZegtNht5E06E30WzoDTQXG3IdLZRdQ8sh19BqSDFaiw0uQpvBRWg7+KqydoMK0V7ZFXQYdAUdB11GgljKJSSmXEKnlIvKOqdcQJeBYueRNPA8ug48p6xb8ll0V3YGPZLPoGfyafQaIHYKvQecQp8BJ5X17X8C/ZQdR//+xzGg/zEki/U7ioHKjiCl3xEM6nsYg5UdwpC+hzC0b4GyYX0OYriyfIzok4+RfQ5glFjvPKQqy8Xo3rn4vtd+jFG2D2N77cMPvXKUjeuZg/E992J8z2z82DMbE3pkY2KPPcom9dgNsck9sjClexamdt+l7KfuO/FzN7FMTOuWienddiib0W07Znbdjlldtymb3XUrxOZ0zcDcpAzMS0pXNj9pC3pXH4Pe1b9HWpfNWNhlk7JFXTZiceeNWNJ5g7KlnddDbFmndVjeaR1WdFqrbGWnNViVKLYaqxNXY03iKmVrE1ZiXcJKrE9YoWxDwnJs6LgcGzsuw6aOy7C541JlWzouRXqHJUjvsBgZHRZjq1j7RdjWfhG2t1+IHcrSkNk+DZntFmBnuwXY1W4+spTNw+5287Cn7Vxl2W3nYK9Ym9nIaTMb+9rMwn5lM5HbZiZyW89AXusZONB6OvLFWk3DwVbTUNDqZ2WHWv2Ew2Itp+JIy6k42nIKjimbjOMtxCbhRItJONliIk6JNZ+A080n4EzzH5WdbT4e58SajcP5ZuNwodkPuCjWdCwuKRuDy03H4ErT71Eo1mQ0rjYZjaImqcqKm4zCtcZiI3G98UjcaDwCN8UaDcftxiNwu/Fw3Gs6Un225DMmnzU+SIAE3E2AYqYJ8aWYaQJUC5qkmGkBZHZBAjYjQDHTZgGhOyRgMgGKmSYDZvNRCWhZmS9evMDDhw/xWd87SM97gYyAPcfWPKNty3sGzbbnPoPPnmJHrt6eIDPXZztzn2Dn/scB27X/MXz2CFn7g7Z7/yPs3v/QZ/seYo+yB9iz7wGydbZ33y/QW86++8jJ8dm+nPvw2T3szwlabs5daJaXcxd5e8XuKDuw9w58dhv5e4N2cO9tHNx7y2fZt1Cg7CYKsm/ikM4OZ9+AZkeyb+DIHrHrOGqwazi2J2jH9xRD2e5inAhYEU7sLsJJnZ3afRWand59FaezCgN2JqsQYmezrhjsXNZlaHZ+12X47BIu7NLbRVzcFbRLuy7i0q4LuLTzAi4H7Dwu7zyPKzor3HkOyjLP4aqys7iaeRZFOivOPAO9Xcs8g2s7Tiu7vuM0fHYKN3bo7SRu7gjare0ncWv7CWW3t5+AZne2H4dmd7cfx93tx3y27RjuBewo7m8L2i/bjkBvD7YdwYOth5U93HoYPjuER1uD9njrITzeWqDsSUYBfHYQTzIO4qnOnmXkQ7PnGfl4nn4gYC/SD0DsbvXu6rMlnzFmZ0b9KuIbJOAaAhQzYxRKucN65swZZZMnT0ZSUlLg7wsXLsSoFzZjJgGKmWbSZdskYE8CFDPtGRd6RQJmEaCYaRZZtvsqAiJmym9NuWa4d+8eavW+hbzTL1+1G98nARIoBYHfTlzG7WpdcffuXfUZk88aszNLAY6bkICDCVDMjGHw/vVf/zUwSfSf/vQn9fwf/uEfcO3atRj2wqbMIkAx0yyybJcE7EuAYqZ9Y0PPSMAMAhQzzaDKNktDQBMzZW6/27dv45NeNylmlgYctyGBUhBQYuYHXdVnSz5jFDNLAY2bkIDDCVDMjGEA69WrFyZmvvHGGzHsgU2ZSYBippl02TYJ2JMAxUx7xoVekYBZBChmmkWW7b6KgF7MvHXrFj7pdYNi5qug8X0SKCUBn5iZBPlsyYJAFDNLCY6bkYCDCVDMjGHwli1bhv/8z/8MCJqSlTls2LAY9sCmzCRAMdNMumybBOxJgGKmPeNCr0jALAIUM80iy3ZfRUATM0Vo8YmZzMx8FTO+TwKlJSBi5q33k3Dz5k2KmaWFxu1IwOEEDGKmnGTFZMJcWvkY1K1bNyBmVq1aFQUFBWRZzuNJOx6t+oxRzLSKNPshAfsQoJhpn1jQExKwggDFTCsos49IBMLEzJ7MzIzEia+RQHkIiJh58/0uFDPLA4/7kIBDCSgxUxONRMx5+fIlfv31V2WyEhitbAwkO/M//uM/IFmZw4cPJ79yHEPa8SfHohyTVq1GRzHTod9idJsEKkCAYmYF4HFXEnAgAYqZDgyaS1wOEzM5Z6ZLIsth2IEAMzPtEAX6QALWEgiImSLkFN54jkvFT3C+8CHOXv5F2bnLvyDc7uPc5fs4/wq7cPkeLlyKbBcv3UPQ7uLipaBdunQXke0OLl26g8uR7OIdXL54B1cCdhtXLhqt8OJthNstFF702dWLtxDNii7eRMAu3ESRzoov3ETQbuCzGrXx+v+rgrzdB1F84QauRbTruHbhOq6XYDfOX8eN89ei2s3z1xC0Ytw8H7Rb54sRzW6fL0KYnSvCbb/dOVcEn13FnXNGu3vuKsKtEHfPFeLeK+z+2SuIZr+cvQK9PTxfiMcXi/DsynUlsMsPQLMfFDPNJsz2ScB+BChm2i8m9IgEzCRAMdNMumy7JAJhYiYzM0vCxfdIoEwEfGImMzPLBI0bk4DDCfxJTqyS+SYZmEfOPkKl9vdQqd0dVG57G2+0vYWqbW/izTY38VabG3i7zXW80/oa3mtdjPdaF+H9VkX4oNVVVGtViOotr6BGy8uo2fISPmpxCR+3uIhPWlzAp83Po1bzc/is+Vl80ewsajc7gy+bnUadpqdQt+lJ1Gt6Al83PYH6TY6jQZNj+KbxUXzb+Ai+a3wYjRofRuNGh9CkUQGaNjyIZg3z0bzhAbQU+y4Prb/LRZvv9qPtt/vR7tsctP82Bx2+2YuEb7KR+M0edGqwG50bZKFLgywk1d+FbvV3onv9TPSon4meX29Hr6+3o/dX29D3q63o91UG+n+VjgH10pFcbwsG1t2MQXU3YXDdjRhSdyOG1lmPYXXWY/iX6zDyy7UY+eUapH65BqNrr8b3tVdhzBcrMfaLFfjhi+UY/8VyjKu1BBM+X4qJny/BpM8WY/JnizD1s0X4qdZC/FwrDdNqLcD0T+djxqfzMOvTeZj9yVzM+WQO5n4yG/M+mYX5H89E2sczsfCjGVj00XQs/mgalnz0M5Z++BOWi9WcipU1p2BVzclYXXMS1tSYiLU1JmJd9QnYUP1HbKw+Hpuqj8Pmaj9gS7UfkP7BWGz9YAy2ffA9tn8wGjveT0Xm+6nY+f4oZP19JHb/fQT2/H04st8bhr3vDUPOe0Ox/90hyH13MPLeHYQD76Qg/50UHHxnIA69k4xDbw/Akbf74+hb/XDsrX44/lZfnHirD06+2Run3+yFM1V74mzVnjhXtQfOV+2OC290w6U3uuJylSRcqZKEwipdcLVKZxRV7oRrlRNxvVICblRKwM1KHXGrUgfcfr097lVqj18WpOP58+eWTOJMMdPh32Z0nwTKQYBiZjmgcRcScDABipkODp7DXQ8TM5mZ6fCI0n07EWBmpp2iQV9IwBoCSswUEefp06c4cOIu/p50z5qe2QsJvILAw86TcGfORjWJs5Scm52dSTHzFQHh2yTgQgIUM10YVA6JBEogQDGzBDh8y1QCYWImMzNN5c3GvUWAc2Z6K94cLQkIASVmilD0+PFj7Dt8E+91uUMyJGALAg86T8LNmevw8OFDNYer2XNnUsy0RdjpBAlYSoBipqW42RkJxJ0Axcy4h8CzDoSJmczM9OyxwIHHngAzM2PPlC2SgN0JKDFTFlx59OgR9h66TjHT7hHzkH+SmXl9+ho8ePBATYNAMdNDwedQScAiAhQzLQLNbkjAJgQoZtokEB50I1zM5GrmHjwMOGSTCHDOTJPAslkSsDEBo5hZQDHTxrHynGu/dJqIa9NWQy48ZE5XipmeOwQ4YBIwnQDFTNMRswMSsBUBipm2CoennAkXM28i7/RLTzHgYEnALALMzDSLLNslAfsSCIiZUsrry8y8a19v6ZmnCDygmOmpeHOwJBAPAhQz40GdfZJA/AhQzIwfe6/3HCZmcs5Mrx8SHH8MCXDOzBjCZFMk4BACRjFTMjM7c85Mh8TO9W5KZmYxMzNdH2cOkATiSYBiZjzps28SsJ4AxUzrmbNHH4EwMZNzZvLQIIGYEWBmZsxQsiEScAwBo5jJOTMdEzgvOMrMTC9EmWMkgfgSoJgZX/7snQSsJkAx02ri7E8jECZmMjNTQ8P/SaDCBDhnZoURsgEScBwBo5jJOTMdF0A3O8w5M90cXY6NBOxBgGKmPeJAL0jAKgIUM60izX5CCYSJmczMDEXEv0mg3ASYmVludNyRBBxLwChmqsxMzpnp2Gi6zHFmZrosoBwOCdiQAMVMGwaFLpGAiQQoZpoIl02XSCBMzLRJZmbx/MZoPL9Y53sx0hpVQZUqmjVGWmHw7eyUZGQH/0R2ivF93VvBp4VpaNwoDcFefH0kZ/k3yUrW9edvX/YJ+FAFVVKCvWanaL7J/6XoH4BxH9nPOI6gs5GehfgbaZMSX8tGcpUqCIw3yraGWISOP8CidOON0kWJLwcY6ViXuION3uScmTYKBl0hAYsIGMVMZmZahJ3dlIYAMzNLQ4nbkAAJVIQAxcyK0OO+JOA8AhQznRczt3gcJmbaIjPTL1y+SmgMvB8q6oX+HSVaJYqZIvRFEOgM+xj7EdEtIAwq0S/C/iGuGPYJee/Vfxr7f/X25dvCIGbqmoj2um6Tij8VQTkQ54o3Z3ULzMy0mjj7I4H4EzCKmZwzM/4RoQcBAszMDKDgExIgAZMIUMw0CSybJQGbEqCYadPAeMCtcDHzBvJOv4zvyEUITElDWiO9GBgi3CmxUMtizEZyo8ZorGXuqfeqhGR2RhiSbGcQyvR9lFbMDPoYKkyK2KfP3IzggcrMDAiggQ3Ej8ZITmkcyAzVb6PaDWREagKqL8syYuaqn4fvPc1f31gDGaQiGqYkq0xNtZ3GJeK+PkeNYqbP57QsX+aqZNUGMirFV609lDA2fV8SS/3fuoxVQ7v6mDdKQ7Yw10RolVmrjTcA19InnDPTUtzsjARsQcAoZjIz0xZBoRM+AszM5JFAAiRgNgGKmWYTZvskYC8CFDPtFQ8veRMuZt6Mu5gpIpmId+FimSbcAVDim7/EW0QvJX76xE21/3x5LVgCHjGmsl9AZJMtfAKfJhxKOyLsGcrdDQKbUSgLFTOVj4b2w70wCHMBwc7nR6BffXaiftwGf0PE18A+xjEZfdLtI9uH9K/nEPBFN4Tw+IigrC/bD24cZBNtbCF+arsGxuF7wdinr0xf+ali2RjJ+qkJ1JiMMdKatep/ZmZaRZr9kIB9CBjFTM6ZaZ/I0BMwM5MHAQmQgNkEKGaaTZjtk4C9CFDMtFc8vORNmJgZ9zkzRWDTz0+pZV/6xK5g5qH2uk/YFLGteH6ymkfTN3+mZGtGFtYC8X2FmKlt5xMcdT4F2jUKc0HBzr9niBCntaf/P2wf9WaIsKfz07i9fjudMKna8P+dK5mSOlbQ8VXP/WJfiK/6fkIFRM1/4+t6X/xbGIRfTRQO2U43Nl8mZoj4aPDLt2/wGPDNUaqEVtWXfpyal/H9n3Nmxpc/eyeBeBAwipmSmdn5Tjz8YJ8kEEZAMjOLp62GXHi8ePECv//+O+SHoFmP3377DZUrVzarebZLAiRgQwIUM20YFLpEAiYSoJhpIlw2XSKBMDEz3nNmqmw6/UI6WjamTgQLEa5EVNOy85LnpyFZZWTK9iHCWCgJvZCm3tP1EbJtQNwL3UcntgW28e8rfpW/zFwbN3zl1n4B1diH3l87iJl63uJPcAzity+7U++zcWw+bL73A9x0fEMzZw0hCo2L4c34/cHMzPixZ88kEC8CRjHTs3NmhnzZxykawZOP5kDoyVJ73Rv/MzPTG3HmKEkgngQoZsaTPvsmAesJUMy0njl79BEIEzPjnJlpFOv05eTG66KgUCivayKacZuwtsKCrs9SlDejXePo2g0RzaQPTXgz9CfbaXM3hvUbfMGwT+BlXX/ymq7P4LjlDf12Ib4HRED9Nr7S/eD8lbp9Atv7nND7Zewz4GSEaQC0OMg2erbyvLRipnG8xrL4UP+DvugZBV6VMZUiBoHtTXjCOTNNgMomScDmBIxipmVzZsqXvZaernuuTkba6xq5kNIF2cYwL0vI+/KFHihJ8J+YdRM3h3/R+r70Q9PoA38b+pL5QvQnD53vkfoN2VdG5Ntff9LRjdPgZxUkp8iJIcIdU3XCML6uttONW06G2vwrWg++/8Vn/RiM7/r+0jMM5RMan0j7x+Y1zpkZG45shQRIIDoBipnR2fAdEnAjAYqZboyqM8YUJmbGMzMz2jWXEqTkWiGY6Sd0fULijGBZush7/lJzeV+uOyLN9WiITMj1S/A6xXitEWhH+ai73tFd5yh/AtdIr7qu8Xlh3EfalWuakLFKn4F+fO/pr8V8Phv9NVxbGnzWXzPJPn4/SxAzfcKkb8wBDmF8w6/llAiqeCQjO9B+tLHpx6VjF9gvGDUDM42LgZF/WxVbXVvBJix7xsxMy1CzIxKwDQGjmGnVnJlZycETnnwhGkQ/+bLXf/nr7xT6uAVPmBG2lU10X7LBbX37GsRI9cUrd/lkFT/tLlawj+DkzL7X5F9t/+BJQ3eS1U6q2nikfe25vwltf72PvnZ9PxqCPwy0k56ccEJ4BNoy/tAI9S/4I8G/Q+A/vVgZeFH3RP++/nl0X3Q7x+wpMzNjhpINkQAJRCFAMTMKGL5MAi4lQDHTpYF1wLDCxMw4Z2Y6AJlNXdSu0Wzqnkfd4pyZHg08h+1pAkYx06LMzBKFQE0QlP91QqCaYNpwtytERNTuFunCqe4mhbweuMOka1vbRe+X/m6Y7339XSxNRNSLe3rRT2tR/jfup7+7J89VP4VpuhXh/O2UKPj67oAGxErdtppYKmPxvV9y/wF//JwCfPxxSM7Sj0s/Xv0YzXnOzExzuLJVEiCBIAGKmUEWfEYCXiBAMdMLUbbnGMPEzHhmZpqCSES+kOsz+TvkWsyUrv2N6q/lAtc4uvkkY9M3xczYcIxtK8zMjC1PtkYCTiBgFDPjMGdmMBOxrLiy/ZNO6/cLnkQDQp/+7ZDnoSc8vYBpfC+YNq+JhSqzMtIJWyshCOlL/anE2GBb4ZuI/xGyMHVipW+f4DhDT9Saf0ExM7wXmRNFP9awLQxlBvETM5mZGRYZvkACJBBjAhQzYwyUzZGAzQlQzLR5gFzsXriYeQN5p1+6eMQcGglYR4BzZlrHmj2RgF0IGMVMizIzg4OPnjUYECMDpeDZaj4WvXhnfB4UAQNCXpRMTqOQF1kYDLQdksGpZS7KCn5aeXygP10ZemC7LG20PlEwTSavjnKHUPYJjFvbTf5/lfjo37a4sNhQBh+xrVe2p4uJGnv8xExmZuoPAj4nARIwgwDFTDOosk0SsC8Bipn2jY3bPQsXM29SzHR70Dk+ywgwM9My1OyIBGxDwChmWjVnpjZ8EelSknUl1r43tOxCbTOVBRkiKvoyI4MCZmBb/yTJmpAX2la4YKgX60LKt0UMDfSriZ7+zMooQql+EuiAyKm29fmq+aPETl3ZRUD8FJE0YsZnJBE0vOxbaz/Qt4DRBOHStKuE0zS1iFK2KlXX8wnvT8891s+tzsx88eIF6tSpE+thsD0SIAEbE+jRoweGDh1qYw/pGgmQQCwJFBYW8lwfS6Bsq9QEwsRMzplZanbckAReRYBzZr6KEN8nAfcRMIqZkpnZ+Y5FowwKY/pScxHhjJmT/gV9AqJiUJxT8zlGmIvFIOSJkOgXDeV1/TycvoFqImWEOV6kbX2/usxLvcCq708TE6Vt3+vSflB01b+vREZp3y+aBtrR+ax8DM3MjCJOCjet/UBbkaIZ2p5uGzU3qX5ldr9vvk2CMdPtYtpTycwsnrYakkUhQuPvv/8O+SFo1uO3335D5cqVzWqe7ZIACdiQADMzbRgUukQCJhJgZqaJcNl0iQTCxEzXzZlZ4vD5JgmYSoCZmabiZeMkYEsCRjHTwjkzRWwLipYikvnFxBDxUFHTBDX5P4LA6Ms8DAqGSshL0a0kHm0/1bg+81ATIP2x0vrVhU4TCzUBUt7SC4eB90Ne15rQv6+9tKRb5AAAIABJREFUpv2vbycgdMqbUcXHcHFRa9/QltaB9n/U9rQNgkykHWOchLOv39va5ib9b3VmJsVMkwLJZknAxgQoZto4OHSNBEwgQDHTBKhsslQEwsRMZmaWihs3IoHSEOCcmaWhxG1IwF0EjGKmVXNmGhaY8YmBMo9k40aNoS/T1lBrJdhBUU17J9L/fmFUiaJBkVTNcRlJCJUsRHk9moWIq5pY6Ctzj7SftsCP1m5QZI3krf61qAJkVPExOD7lv87XqG1Jh1Hb07zRxExjVqlvZXYZj+/9p9rmJv3POTNNAstmSYAEAgQoZgZQ8AkJeIIAxUxPhNmWgwwTM5mZacs40SlnEmBmpjPjRq9JoCIEjGKmJXNm/oa0RsnI1rIlRcScX6wbQ1CgU68HhDdNHIwkIMprIaKhvxTb2HawRD34uibc6VzQnhoyMzW//P0Y3tN2QKDMOyB6RikJD4inJQiQIkhq22lzgEpP+teD4/D5EHzPL6q+qn+diBvsw8fEN2dmcGzyTBOWQ8vvjVvF5i9mZsaGI1shARKIToBiZnQ2fIcE3EiAYqYbo+qMMYWJmczMfHXgAteBwU0jJWwEr39814nJUqGnu8bRnodeNwVbjfWzbCQHEmvk2lGuI33XkIFrxJAuA+PSXSNrfvv+1xJmQnbkn4oA58zkgUAC3iNgFDOtysz0HmeOuBwEmJlZDmjchQRIoEwEKGaWCRc3JgHHE6CY6fgQOnYAYWImMzNfGcuAwKfbMtJrvrd1CSoBETQoIkavTJNtQoRCSQbREk5Cn+tE0hLF0axkJGf5+k9Ti6qKlzp/AmOS14LJOrI4bnAB2sBGgYSZ4Ct8pifAzEw9DT4nAW8QMIqZFs6Z6Q28HGVFCDAzsyL0uC8JkEBpCFDMLA0lbkMC7iFAMdM9sXTaSMLFzBvIO/3SacOw0F+jyKdNRVZaMdOY1egTCyOLj9JPGcRMTeRUwmRohaEfT8TKuMZIy/Kv/xAQRIP9BsbFzMxyHWOcM7Nc2LgTCTiagFHMZGamo4PpNueZmem2iHI8JGA/AhQz7RcTekQCZhKgmGkmXbZdEoFwMfMmxcySgImo1ygNvsnIghmNIvqJUBkuTFqUmRkQMwHfGgohU50FxlSMtJRkJOuEUpmuS/M7IF76tw/8bZjKTDemQLt8EokAMzMjUeFrJOBuAkYx05I5M90NlKOLHQFmZsaOJVsiARKITIBiZmQufJUE3EqAYqZbI2v/cYWJmZwzs8SgqXn6A2JmUNTziX7+rE1NWDRkQjZG2vyyzJkZmgHqL/nWtx3pufJe1nQIZlcGBqT8kdd9WZ+NtTJyETf9bYXOnamJtIFFawPZm8ES9EDpe6AjPtEIcM5MjQT/JwHvEDCKmZKZ2fmOd0bPkdqagGRmFk9bDbnwePHiBX7//XfID0GzHr/99hsqV65sVvNslwRIwIYEKGbaMCh0iQRMJEAx00S4bLpEAmFiJufMLIGXZDWmIS3FLxQG5sD0LYSqLVoqAqCW6QgEBc/g/JjBjM7ga6Hd+gTHtELd66HzZJZVzFRNRWg3MGemiKBaRmdwkVs1Lt1YDWPSucen4QSYmRnOhK+QgNsJGMVMzpnp9ng7anzMzHRUuOgsCTiSAMVMR4aNTpNAuQlQzCw3Ou5YQQJhYiYzM19N1F9ynZ2iCX9GMdPYgE7MDLyhEzMDr4U+iSA6llbMVPNbBn3TWtayLA3zduoF0Qhl8r6MU0CJrrIIUFhmZoQMUK1D/g/OmcmDgAS8R8AoZnLOTO8dATYeMefMtHFw6BoJuIQAxUyXBJLDIIFSEqCYWUpQ3CzmBMLETGZmloqxfp5J2SEg+oXtHcxwbNzIN6+mQUwUcTBQtq7fubxipuwXnANT36Jv1XJNfAxpvwQBVDIzVfm5LBSkiZ/+hkPL0o398S9mZvIYIAHvETCKmZwz03tHgI1HzMxMGweHrpGASwhQzHRJIDkMEiglAYqZpQTFzWJOIEzMZGbmKxlrZeRq/swQcc+ws3/OzGDJufauCInhmZPau77/Q8RGebGkzExdxmR4f/qWfWKnJqiqbZWf2qrmRr98Iq0/u1QJnrq5MlWfmjiq74PPNQKcM1Mjwf9JwDsEjGImMzO9E3kHjJSZmQ4IEl0kAYcToJjp8ADSfRIoIwGKmWUExs1jRiBMzGRmZglsfUKgQSz0C5aaOKj9b9hGWowoBGrCoEWCoN9XbW5PcUvESkNmaCBDUxM9fQsXqX3kvRDxlpmZJRwugL/MPAk3b97EkydPIGshyGeODxIgAfcSMIqZnDPTvZF24MiYmenAoNFlEnAYAYqZDgsY3SWBChKgmFlBgNy93ATCxcwbyDv9stztcUcSIIEgAc6ZGWTBZyTgFQJGMZOZmV6JuyPGycxMR4SJTpKAowlQzHR0+Og8CZSZAMXMMiPjDjEiEC5m3qSYGSO2bIYEOGcmjwES8B4Bo5jJOTO9dwTYeMTMzLRxcOgaCbiEAMVMlwSSwyCBUhKgmFlKUNws5gTCxEzOmRlzxmzQuwQ4Z6Z3Y8+Re5eAUcyUzMzOd7xLgyO3FQHJzCyethpy4fHixQv8/vvvps59InOrVK5c2VYM6AwJkIC5BChmmsuXrZOA3QhQzLRbRLzjT5iYyTkzvRN8jtR0AszMNB0xOyAB2xEwipmcM9N2AfKyQ8zM9HL0OXYSsIYAxUxrOLMXErALAYqZdomE9/wIEzOZmem9g4AjNo0A58w0DS0bJgHbElBi5suXL/Ho0SPs5ZyZtg2UFx170HkSrk9fgwcPHjAz04sHAMdMAhYQoJhpAWR2QQI2IkAx00bB8JgrYWImMzM9dgRwuGYSYGammXTZNgnYk0BAzHz8+DH2HbmJ97rcxYKMZ8rSMp4hLeMpFoqlP8Eivy1OfwyxJemPsTT9kbJlWx5CbLmyB1ixxWcrN/8CsVWb7ytbvfk+1my+p2ztpntYu+ku1im7g/WbfLZh021s2HgbGzfeUrZp4y1s2ngTm8U23MAWv6VvuA6xjA3XsXXDNWxdfw3b1hcr276+GNvXF2GH3zLXXYXYznWFynatK0TWuivIWnsFu5Vdxp61YpeQ7be9ay5CLEfZBexbI3Ye+8VWn0Ou3/JWn4XYgdVnkb/qjLKDq05DrEDZKRxa5bPDK09C7MjKE8qOrjyBYyuP49iK4ziu7BhOrBA7ipN+O7X8CMROKzuMM8vFDuGs2LJDOLesQNn5ZQdxwW8Xl+ZD7NLSA8ouLz2Ay0vzcEVsSR4Kl+Qqu7pkP4r8VrxkH4oX78M1ZTm4vlhsL26ILdqLm4uyld1alI1bi/bgtrLduLPQZ3cXZuGe3+4v3AWxX9J2KnuQlgmxh8p24NECnz1esB1PlG3D0wU+e7ZgK57N34qHnSfhxoy1ePjwIX799VdVZm7mx4hl5mbSZdskYE8CFDPtGRd6RQJmEaCYaRZZtvsqAmFiJjMzX4WM75NAqQlwzsxSo+KGJOAaAkrMFBHn6dOnOHD8Ljr/eAMJY4vQYfQVdEi9jI6pl5AgNuoiEkddRKdRF9B51AV0GXUeXUadQ9LIc+g68iy6KTuD7iPOoMeI0+g54jR6jTiFXiNOovfwk+gz/AT6KjuOfsOPo/+wYxig7CiShx3FwKFHkKLsMAYNPYTBQw5hyJACZUOHHMSwIQcxfEg+hg8+gBGDD2Dk4DyMEhuUi9RBuRg9aD++H7QfY1L2KRubkoMfUnIwLmUvxqVkY/zAbPw4cA8mDNyDiQN3Y2LybkxKzsLk5CxMSd6FKQN2YuqAnfhpQCZ+VrYD0wbswPT+2zFD2TbM7L8Ns/ptxWxlGZjTLx1z+6VjXt8tyub33YwFfTcjre8mpPXZiIV9NmJRnw1YLNZ7PZb0Xo+lvddhWe91WN5rrbIVvdZgZa81WNVrNVb1WoXVPVdhTc+VWNtzJdb1XIF1PVZgfY/l2NBjGTYqW4pN3Zdic/cl2KJsMdK7L0ZGt0XYqmwhtnVbiO1d07Cj6wJlmV3nY2fSfOxKmqcsK2kudifNwR6xLrOR3WU29naZhZwus7Cv80xl+zvPQG7nGcjrPB15nabjQKdpyO/0Mw52+hkFnX5CQeJPOJQ4FYcTp+JI4hQcSZiMowmTcSxhEo6LdZyIEx0n4mTHCTil7Eec7vgjznQYj7PKxuFch3E43/4HXGg/VtnF9mNwqf0YXGk/Blc7/oDrncbjzpyNEKFdsoflR6CZD4qZZtJl2yRgTwIUM+0ZF3pFAmYRoJhpFlm2+yoCYWImMzNfhYzvk0CpCTAzs9SouCEJuIaAEjNlYRVZYEVKzW/fvo1r166hsLAQV65coZGB5ceAHHvFxcW4deuWKjF/9uwZRGikmOma7x0OhARsQ4Bipm1CQUdIwBICFDMtwcxOIhAIFzNvIO/0ywhb8iUSIIGyEuCcmWUlxu1JwPkE/iRD0E6uz58/V1lwMkfh/fv3ld27dw80MrDyGJBjT45BEddFyJSsTBHczX4wM9NswmyfBOxHgGKm/WJCj0jATAIUM82ky7ZLIqBdbz158kTdsP+EmZkl4eJ7JFAmAszMLBMubkwCriAQEDNFLBIxR+YmlCxNETZpZBCvY0COQTkWNSHT7KxM+TRTzHTFdxoHQQJlIkAxs0y4uDEJOJ4AxUzHh9CxAwgTMzlnpmNjScftR4BzZtovJvSIBMwmoMRMrRM5yYqoSSMDuxwDckxaIWTKZ4BipvZNwP9JwDsEKGZ6J9YcKQkIAYqZPA7iRSBMzGRmZrxCwX5dSICZmS4MKodEAq8gYBAzX7Et3yYBVxOgmOnq8HJwJBCRAMXMiFj4Igm4lgDFTNeG1vYD08RMWXRV5oX/hJmZto8ZHXQOAc6Z6ZxY0VMSiBUBipmxIsl2HE+AYqbjQ8gBkECZCVDMLDMy7kACjiZAMdPR4XO082FiJjMzHR1POm8vAiJm3v6gq7pRIDcM5LrOquo+e5GgNyTgHQIUM70Ta470FQQoZr4CEN8mARcSoJjpwqBySCRQAgGKmSXA4VumEtCLmbdv32Zmpqm02bjXCKjMzA+SIJ8tipleiz7H61UCFDO9GnmOO4wAxcwwJHyBBFxPgGKm60PMAZKAgQDFTAMO/mEhAU3MfPbsGe7du4dafW6jere7qNb1Nqp3vY0aSbdQM+kWPky6iY+SbuCjLjfwcZfr+KTLdXza5RpqdS7GZ8qK8HnnInzR6Spqd7qKLzsVok6nK6iTeAV1Ey+jXuIlfJV4CV8nXkT9BLELaJBwAd8knMe3Yh3P4buOZ9Gw41k06ngGjTucRhNlp9C0wyk0a38SzdufRIv2J9Cy/XG0bHccrdodQ+t2x9Cm3VG0bXsE7ZQdRvu2h9Gh7SF0bHMICW0KkNjmoLJObfLRufUBdFGWh6TWeejaKhfdWuWie6v96NFqH3q03IeeLXPQq2UOerfciz4tstFX2R70a7EH/ZvvxoDmu5HcPAsDm+9SltJ8JwY1y8RgZTswpNkODG26HcOabsfwptswQqzJVoxskoFRTTKQ2iQdoxtvwffKNmNM480Y22gTfmi0CeMabcT4RhswvuEG/NhwPSY0XI+JDddhYsO1mPTdWkz+bg2mfLcGE+svx6T6y/HTt6vw87crMe3blZj+7QrM+GY5ZipbhlnfLMPsBksxp8FSzG2wBPMaLMa8+osxv/4iLKi/CGn1F2Jh/TQs+lpsARZ/vQBLvp6PpWJfzcOyr+Zi+VdzseKrOVhZbzZWKZuF1fVmYU3dmVhbdybW1Z2B9WJ1pmNDnWnYWGcaNtX5GZu//AlblE1F+pdTkVF7CrYqm4xttSdhe+1J2FF7IjK/mIidX0zAzi9+xK4vfkTW5+Ox+/Px2PP5OGSLffYD9n42FjmfjcW+z8Zgf63vkatsNPJqjcaBT1ORr2wUDn46EgWfjsShT0fg8CfDcUTZMBz9ZBiOfTwUxz8eihMfD8FJsY8G49RHg3D6o0E481EKzn44EOeUJeP8h8m4UHMALtYcgEs1++OyWI1+uFKjLwpr9MXVGn1wtUZvFFXvjeLqvXCtei9cr94TN8Sq9cDNat1xq1p33K7WDXerdccd+f/uXchnjJmZFn65sSsSiBMBiplxAs9u7UeAYqb9YkKPSMBsAhQzzSbM9knAXgQoZtorHl7zRhbYfPHiBR4+fIjsgpvI3H8VGXsuIn33BaRnnffbOaRn+Swj6xzC7Sy2ZkWwXWexTdkZbNtltO27ziBop7F912nsiGKZu05B2c5TyNTZzp2n4LOT2LnTZ7t2nkS4nUDWzgiWeQK7lR3H7kyj7ck8jqAdw57MY8iOYnszj0LZjqPYq7OcHUfhsyPI2eGzfTuOwGiHsW/HYeyPZNsPI3f7oTAb1ns0BiYNRd72Q8jbXmCwA9sLYLSDyN8eYtsOIn/bQRxUlo+D24JWsC0fRjuAgm0HcCiKHd6Wh8Nbw+3I1jz4LBdHtgbt6NZcGG0/jm0NsYz9OJaxH8eV7cPxDKOdyNiHoOXgREYOTkaxUxl7cSo93E6n74XPsnE6PWhn0rNhtD04mx5iW/bg7JY9OKdsN85tMdqF9D24mJGNq5n7cTO7QH225DMmnzU+SIAE3E2AYqa748vRlYEAxcwywOKmJOASAhQzXRJIDoMESkmAYmYpQXEzUwhIdubLly9V5pgImpJFJosB3bhxg2ZTBvI7YeTIkYyPTeMjnx35DMln6cGDB+qzJZ8xzpdpylcYGyUBWxGgmGmrcNCZeBKgmBlP+uybBOJDgGJmfLizVxKIFwGKmfEiz36FgAgskjEmYsvz58/V3H5PnjzB48ePaTZlMHXqVPzwww+Mj03jI58d+QzJPJnymZLPlnzGKGbyO5cE3E+AYqb7Y8wRlpIAxcxSguJmJOAiAhQzXRRMDoUESkGAYmYpIHETUwlogqYILvLbU8QXmn0ZzJgxAxMmTGCMbH6cymdJPlMUMk39+mLjJGArAhQzbRUOOhNPAhQz40mffZNAfAhQzIwPd/ZKAvEiQDEzXuTZbygBETVp9mcwc+ZMTJw4kbFyyPEa+jnj3yRAAu4lQDHTvbHlyMpIgGJmGYFxcxJwAQGKmS4IIodAAmUgQDGzDLC4KQmQAGbNmoVJkyaRBAmQAAmQgM0IUMy0WUDoTvwIUMyMH3v2TALxIkAxM17k2S8JxIcAxcz4cGevJOBUAhQznRo5+k0CJOB2AhQz3R5hjq/UBChmlhoVNyQB1xCgmOmaUHIgJFAqAhQzS4WJG5EACfgJUMzkoUACJEAC9iRAMdOecaFXcSBAMTMO0NklCcSZAMXMOAeA3ZOAxQQoZloMnN2RgMMJUMx0eADpPgmQgGsJUMx0bWg5sLISoJhZVmLcngScT4BipvNjyBGQQFkIUMwsCy1uSwIkQDGTxwAJkAAJ2JMAxUx7xoVexYEAxcw4QGeXJBBnAhQz4xwAdk8CFhOgmGkxcHZHAg4nQDHT4QGk+yRAAq4lQDHTtaHlwMpKgGJmWYlxexJwPgGKmc6PIUdAAmUhQDGzLLS4LQmQAMVMHgMkQAIkYE8CFDPtGRd6FQcCFDPjAJ1dkkCcCVDMjHMA2D0JWEyAYqbFwNkdCTicAMVMhweQ7pMACbiWAMVM14aWAysrAYqZZSXG7UnA+QQoZjo/hhwBCZSFAMXMstDitiRAAhQzeQyQAAmQgD0JUMy0Z1zoVRwIUMyMA3R2SQJxJkAxM84BYPckYDEBipkWA2d3JOBwAhQzHR5Auk8CJOBaAhQzXRtaDqysBChmlpUYtycB5xOgmOn8GHIEJFAWAhQzy0KL25IACVDM5DFAAiRAAvYkQDHTnnGhV3EgQDEzDtDZJQnEmQDFzDgHgN2TgMUEKGZaDJzdkYDDCVDMdHgA6T4JkIBrCVDMdG1oObCyEqCYWVZi3J4EnE+AYqbzY8gRkEBZCFDMLAstbksCJEAxk8cACZAACdiTAMVMe8aFXsWBAMXMOEBnlyQQZwIUM+McAHZPAhYToJhpMXB2RwIOJ0Ax0+EBpPskQAKuJUAx07Wh5cDKSoBiZlmJcXsScD4BipnOjyFHQAJlIUAxsyy0uC0JkADFTB4DJEACJGBPAhQz7RkXT3hVVFSEQ4cO2cp2794dd39OnTrlifhzkCRgBwIUM+0QBfpAAtYRoJhpHWv2RAJuIEAx0w1R5BhIgATcSIBiphuj6pAxiZiZn59PC2FAMdMhBzDddAUBipmuCCMHQQKlJkAxs9SouCEJkAAAipk8DEiABEjAngQoZtozLp7wimJmZCGXYqYnDn8O0iYEKGbaJBB0gwQsIkAx0yLQ7IYEXEKAYqZLAslhkAAJuI4AxUzXhdQ5A/KcmDk7AfVGZhgzUWcnoEqVKkiYHRQ2KWY65ximp84nQDHT+THkCEigLAQoZpaFFrclARKgmMljgARIgATsSYBipj3j4gmvrBAzM0YmIHVzPvI1IVH7f3Mq6iXOMwqLqtx7HhLqpiIjPx/zEqsooVHERoMZ9stAat16vj60/askYF5I6biU02eMrKcTLWW/Kqjib0v60oROipmeOPw5SJsQoJhpk0DQDRKwiADFTItAsxsScAkBipkuCSSHQQIk4DoCFDNdF1LnDEgTM0XkC4iFfiFRxD+jmKgXDH1ZjNH2M87DmYHUxFRkKBEzNSBUBsRNvejoz5L0+ZKAhMTwPvNDRVD5u24q5unHECJ+Jsz2C5chrwfGrF6vp/qrUjcVu7kAkHMOYnrqeAIUMx0fQg6ABMpEgGJmmXBxYxLwPAGKmZ4/BAiABEjApgQoZto0MF5wS4mZSkDUZTLOTg1kOYqYGSi/FtGwik5cLGG/oJgZRURMnBcilAYzJPPzy5aZacy2FAFW56NeKFXt1lPCp2R9Bn0Mf87MTC8c/RyjXQhQzLRLJOgHCVhDgGKmNZzZCwm4hQDFTLdEkuMgARJwGwGKmW6LqIPGU1R0TpVaBwTLEJHPIGb6y7R9Zdk+kTLafmFC4WzJskwIlHSr7MpAKXhQvPTtF/xbL0yGipaBbdV8l/OQUFLWpZSSb05FwkgtM1QvsgbFT60PipkOOojpquMJUMx0fAg5ABIoEwGKmWXCxY1JwPMEKGZ6/hAgABIgAZsSoJhp08B4wa2iokNICIiK4RmKoWKmlIZLGXaGZDmWsF9QzPSLhiImSpl5Xa2cXUq6/XNphpaNq7arqH5So82Z6c8QFbFTStEDoqqIprqFfIJ+aPNlakKp+OXLRvUJpr7XpVRd9qeY6YWjn2O0C4FOnTqhX79+dnGHfpAACZhMoLCwEPXr1ze5FzZPAiTgFgK9e/dGUlKSW4bDcZAACZCAawhQzHRNKJ03EPPFTL9AKiKoYdGe4IJAkg2pLbwjz9U8lkowDQqOIkpqWZNBgTIDqSPnGV43zvGpLRqkiZba3yKUJiBBFv/xz5WZuplipvOOXnrsFgLMzHRLJDkOEigdAWZmlo4TtyIBEvARYGYmjwQSIAESsCcBipn2jIsnvPKVmQfLrINCoU+EDM3MVGKjEiVFaIy+X7CdSOXf2n7+rM2wDE9j9mRCpOxMnTAaLnIGM0zlPU0o9flkbFtWPGdmpicOdQ7SxgQoZto4OHSNBEwgQDHTBKhskgRcTIBipouDy6GRAAk4mgDFTEeHz9nOywJASqDUC4q6Um2DmBmyAFBJ+wXFTF8GZiArMyRDU9o3io0iRPoFR3/5uX7eTNVuSFl6UMz0i6N+oVP5pxM9A2KmPxuzHjMznX3w0nvXEKCY6ZpQciAkUCoCFDNLhYkbkQAJ+AlQzOShQAIkQAL2JEAx055x8YRXajVzbWGfwAI6Mpdlhlrt21i2rWVUGjMffaXaUrId3M8gZsqiQmrlc62sW8q+g8JjuKBpLPk2+uBvQydSBsVMn18+kVW/Orq8rmWB+ubizFB/a+XnwXFpbXHOTE8c/hykTQhQzLRJIOgGCVhEgGKmRaDZDQm4hADFTJcEksMgARJwHQGKma4LqXMGpImZYeJjyKrm5X/fLyKqOTA1EdRXeq5fqCcgaGqiZ2IqUhNloSGtDFzbN1+tSl6vBDFT8zVqZqZuPk5fCbuImlo5vE/YpJjpnGOYnjqfAMVM58eQIyCBshCgmFkWWtyWBEiAYiaPARIgARKwJwGKmfaMiye8Ml/M1ImQMRNIzW+TYqYnDn8O0iYEKGbaJBB0gwQsIkAx0yLQ7IYEXEKAYqZLAslhkAAJuI4AxUzXhdQ5A6KYGVkYpZjpnGOYnjqfAMVM58eQIyCBshCgmFkWWtyWBEiAYiaPARIgARKwJwGKmfaMiye8ophJMdMTBzoHaWsCFDNtHR46RwIxJ0AxM+ZI2SAJuJoAxUxXh5eDIwEScDABipkODp7TXRcx00529epVDBs2zBY+OT229J8EnEKAYqZTIkU/SSA2BChmxoYjWyEBrxCgmOmVSHOcJEACTiNAMdNpEaO/phH47bffULlyZdPaZ8MkQAL2I0Ax034xoUckYCYBiplm0mXbJOA+AhQz3RdTjogESMAdBChmuiOOHEUMCFDMjAFENkECDiNAMdNhAaO7JFBBAhQzKwiQu5OAxwhQzPRYwDlcEiABxxCgmOmYUNFRswlQzDSbMNsnAfsRoJhpv5jQIxIwkwDFTDPpsm0ScB8BipnuiylHRAIk4A4CFDPdEUeOIgYEKGbGACKbIAGHEaCY6bCA0V0SqCABipkVBMjdScBjBChmeizgHC4JkIBjCFDMdEyo6KjZBChmmk2Y7ZOA/QhQzLRfTOgRCZhJgGKmmXTZNgm4jwDFTPfFlCMiARJwBwGKme6II0cRAwIUM2MAkU2QgMMIUMx0WMDoLglUkADFzAoC5O4k4DECQ4cORf/+/T02ag6XBEiABOxPgGKm/WNEDy0iQDHTItDshgRsRIBipo2CQVdIwAICFDMtgMwuSMBFBJiZ6aJgcigkQAKuIkCT+5GxAAAgAElEQVQx01Xh5GAqQoBiZkXocV8ScCYBipnOjBu9JoHyEqCYWV5y3I8EvEmAYqY3485RkwAJ2J8AxUz7x4geWkSAYqZFoNkNCdiIAMVMGwWDrpCABQQoZloAmV2QgIsIUMx0UTA5FBIgAVcRoJjpqnByMBUhQDGzIvS4Lwk4kwDFTGfGjV6TQHkJUMwsLznuRwLeJEAx05tx56hJgATsT4Bipv1jRA8tIkAx0yLQ7IYEbESAYqaNgkFXSMACAhQzLYDMLkjARQQoZroomBwKCZCAqwhQzHRVODmYihCgmFkRetyXBJxJgGKmM+NGr0mgvAQoZpaXHPcjAW8SoJjpzbhz1CRAAvYnQDHT/jGihxYRoJhpEWh2QwI2IkAx00bBoCskYAEBipkWQGYXJOAiAhQzXRRMDoUESMBVBChmuiqcHExFCFDMrAg97ksCziRAMdOZcaPXJFBeAhQzy0uO+5GAdwhcuHAB//Iv/4I///nP+Kd/+if84z/+I/7yl7/gn//5n3Hs2DHvgOBISYAESMDGBChm2jg4dM1aAhQzreXN3kjADgQoZtohCvSBBKwjQDHTOtbsiQScTOD111/Hn/70J4PJa3yQAAmQAAnYgwDFTHvEgV7YgADFTBsEgS6QgMUEKGZaDJzdkUCcCVDMjHMA2D0JOIRASkqKQcgUYbNXr14O8Z5ukgAJkID7CVDMdH+MOcJSEqCYWUpQ3IwEXESAYqaLgsmhkEApCFDMLAUkbmIJgT/++AM0+zI4cuQIqlSpEhA0//a3v6GgoIAxs/lxa8mHl52QAAnYggDFTFuEgU7YgQDFTDtEgT6QgLUEKGZay5u9kUC8CVDMjHcE2L8ImL///jvkd6fYy5cvaTZlkJycHBAzO3fuzDjZNE7yGdI+T/LZks8YHyRAAu4nQDHT/THmCEtJgGJmKUFxMxJwEQGKmS4KJodCAqUgQDGzFJC4iWkENCFTxJfnz5/j6dOnePz4MR49ekSzIYNDhw7htddew//+7/9iw4YNjJENYySfHfkMPXnyRH2m5LNFQdO0rzA2TAK2IkAx01bhoDPxJEAxM5702TcJxIcAxcz4cGevJBAvAhQz40We/QoBETNFbHn27Bm+6HcXn/e9i8/63MbnvW/ji963UFvZTXzZ+wbq9LqBur2uK6vX6xq+6nkNX/csxtc9i1C/ZxEa9LyKb3qIFeLbHoX4rscVNOxxBY26X0ZjZZfQpPslNO12Ec26XVDWvNt5tOh6Hi27nkPLrmfRqutZtO56Bm3Ekk6jbdJptEs6hfZJp9Chy0llHbucQEKX40jsfBydOh9T1rnzUXTpfBRJnY8gqdNhdO10GN06HUJ3scQC9EgsQM/Eg+gllpCP3gn56JNwAH3FOuahX8dc9O+YiwEd9yO5434M7LgPAzvkIKVDDgZ12IvBYu2zMaR9Noa234NhynZjeLvdGNEuCyPb7VI2qt1OpLbdidFtM/F920yMabsDY9psx9g22/FDm20YJ9Z6K8a33oofW2dggrJ0TGyVjkmttmCyss2Y0moTprbchJ9ablT2c8sNmNZiPaa3WI/k6pOQUnMKZrZYi1kt1mJ28zWYo2w15jZfjXnNVmF+s5XKFjRbgbSmK7Cw6XJli5ouw+ImS7FE2RIsbbIEy5osxvImi7Gi8SKsVLbw/7P3pkFSVWnifsdE/D7Mp/k0MTExHyamJ+Jvd2vbatn2qra7iAioCBTuO7ig4l6issuOuO9guYKACyIgIGAJAkUVa1HsawFVuIEiIu28/zg382aeu2RWZtbd70PEicy8yznved57i6yn3nuvTKt+Q6b3rpUZRntd3u89WT7oNVk+7DXJaB/1ek1m9npVPlat5ysyq+cr8knPl2W2ale8JHOueEnmXvGifHrFizKvxwsyr8fzMr/H87Kgx3PyWY/nZOHlzxpt0eXPyOLLn5bPVbvsKam77Cn54rKJskS1S5+UpZc+KV9eOkGWGW28LO8+TlZ0Hyf13cfKyu5jpaH7GGnoNloau42WVd1GyWrVuo6UNV1HytquT8g61S4ZIesvGSFNlwyXDUYbJs2XDJWNXYbKpi5DjLa5y2DZcvFg2XrxINl28eNG2975MdnR+THZ2flR2WW0gbK780DZc9Ej0mK0Gtl70cOyr9PDsr/TQ0Zr7fSgtF34gBy48AH5utMD8s1FDxrnljrHqM7kZy4Ekk8AmZn8HDPDEgkgM0sExWYQSBABZGaCkslUIFACAWRmCZDYxBcCZlXm0aNH5dChQ9Lpga9kefMxqd94TFbm2s+ycuPP0uBoR6VxY7Y1H5XG5qOyymg/yarmfFvd/JPk2xFZ0+xsazf8KHpbt+FHybTDsm5Dpq3fcFjy7Qdp2qC1ph+kqekH2WC072VDU6Y1N30v+XZImpsOyUZb29R0UDatt7bN6w9Kpn0nm9dn2pb130m+fStb12tt3beyzWjfyLZ1+bZ93TeSaV/L9nWZtmPd15JvX8nOdV/JzrX5tmvtV5JpB2TX2kzbvfaA5Fub7F7bJnv0tqZNWozWKi1r8m3vmlbJtP2yd81+2edo+2T/mn2yf3W+ta7eJ62r91pa2+q9kmkt0ra6RQ7Y26oW+WrVHkv7etUeybTd8vWqTPtm1W7R27erdonRGnfJt9n2XeMu+a5xZ64dbNwp+bZDDjbukEO29n3DdrG3Hxq2yw8N23LtcMM2sbat8mNDtq3cKj+u3CpHjLZFjqzMt59WbpFM2yw/rdwsR13az/WbxN6O1W+SY/Ub5et/3C0HDx4UdY5RnenLjzE6hUCkCCAzI5UOggmTADIzTPqMDYFwCCAzw+HOqBAIiwAyMyzyjKtkpvquqaoyv/76a7ng3lZDZkIGAhDoOIF/rt8hB87sb5xb6hxT5xrVmR3nSg8QiDIBZGaUs0NsgRJAZgaKm8EgEAkCyMxIpIEgIBAYAWRmYKgZyEbAlJnqPpkHDhyQ85GZNkJ8hEDlBAyZeUZ/49xS5xgys3KW7AmBuBBAZsYlU8TpOwFkpu+IGQACkSOAzIxcSggIAr4SQGb6ipfOixDQZWZbW5ucf+9+KjOL8GIVBMohkJGZd4o6t9TDgJCZ5dBjWwjEkwAyM555I2ofCCAzfYBKlxCIOAFkZsQTRHgQ8JgAMtNjoHRXMgFTZirRkpGZXGZeMjw2hEA7BJTMbDv9TmltbUVmtsOK1RBICgFkZlIyyTw6TACZ2WGEdACB2BFAZsYuZQQMgQ4RQGZ2CB87d4CAQ2YOoDKzAzjZFQIWAkpmtp5+BzLTQoUPEEg2AWRmsvPL7MoggMwsAxabQiAhBJCZCUkk04BAiQSQmSWCYjPPCThkJvfM9JwxHaaXAJWZ6c09M08vAWRmenPPzG0EkJk2IHyEQAoIIDNTkGSmCAGNADJTg8HbQAkgMwPFzWApI4DMTFnCmS4ERASZyWEAgSwBZCaHAgTSRwCZmb6cM+N0E0Bmpjv/Yc7eITO5zDzMdDB2wghkZCaXmScsrUwHAkUJIDOL4mFlmgggM9OUbeYKgQwBZCZHAgTSRQCZma58R2m2DpnJZeZRSg+xxJwAlZkxTyDhQ6ACAsjMCqCxSzIJIDOTmVdmBYFiBJCZxeiwDgLJI4DMTF5O4zIjh8ykMjMuqSPOGBBQMpMHAMUgUYQIAQ8JIDM9hElX8SaAzIx3/ogeApUQQGZWQo19IBBfAsjM+OYu7pE7ZCaVmXFPKfFHiACVmRFKBqFAICACyMyAQDNM9AkgM6OfIyKEgNcEkJleE6U/CESbADIz2vlJcnROmblfljcfS/KUmRsEAiPAPTMDQ81AEIgMAWRmZFJBIGETQGaGnQHGh0DwBJCZwTNnRAiESQCZGSb9dI/tlJmtyMx0HxLM3kMCVGZ6CJOuIBATAsjMmCSKMP0ngMz0nzEjQCBqBJCZUcsI8UDAXwLITH/50nthAg6ZyT0zC8NiDQTKJMA9M8sExuYQSAABZGYCksgUvCGAzPSGI71AIE4EkJlxyhaxQqDjBJCZHWdID5URcMhM7plZGUhpkdqBtdJi33tXrVQPrLMv9fxzy+RqqVlk7VYtq6qqltpd1uXefGqR2t41Yp2ZWlYlVb1dOHgzaIFe1Lj5edYNzL8vsENgi6nMDAw1A0EgMgSQmZFJBYGETQCZGXYGGB8CwRNAZgbPnBEhECYBZGaY9NM9tkNmhl2ZuahGqifnlWDdwCqpqtKbJtCKiMLMfgFLrWzsGYmox6y/1+LXDz1z3otqpKoC+WkVeHVSU1WV5ZgRjHbRqYY24qxgrEzYdVKjS0sVtylOVV6qCszT2Nm2r87BeK+JUqNfnV/2vR63Gk+LxcrC0XmgC7hnZqC4GQwCkSCAzIxEGggiCgSQmVHIAjFAIFgCyMxgeTMaBMImgMwMOwPpHd8hM0OtzMxW9hnyMi/D8nJKk1wqZbrMNASaJr102WVPr01+qdVKfprCT38vNpmmi1Z7t5l+8nEb6/UY3XYwl5kyMysZ2xvH3E0kIy6twlfjkGVZo6SwCxMlNEsbS7HPymEbE9exB9YYQjXD1JY3FbMmHy15NCamba9xyc3ZxtQpvJ3zt1aQ5nry/Q2Vmb4jZgAIRI4AMjNyKSGgsAggM8Miz7gQCI8AMjM89owMgTAIIDPDoM6YioBDZoZYmanEmiG/dIGVFY+1ZoVmVshZBVa11C4q43LucmVmTgIqyWZWPBY5flT/lmpSTa6pvoqtt+xXYmWpMZ/qCi9nVzLUJmDdpmZjZkjQ3s5L2912FXUJvuWS9CIy08amZqC1UtfoX8lUMyfqvS5GDTFdIjf3YD1dyj0zPcVJZxCIBQFkZizSRJBBEEBmBkGZMSAQLQLIzGjlg2gg4DcBZKbfhOm/EAGHzAytMjMjCp1VfkVEmy61lAQzBVehyZrLbWJOLdarMfX3RmWm3q8h25wxGZdsKxGpb6s6LhSXPQYXKWeGm5GBLn2bGyyqkZrJ5vz1Ss18nPnqVnOn7Ksxn/YFrb2Cs25gjdRq8jmXt9z8dWFZhsw0wtK2z4lt/fgoLisLztU29SA+UpkZBGXGgEC0CCAzo5UPogmRADIzRPgMnWoCu3fvlrDa+++/L7Nnzw5s/FQnmslDIEvg2LFjgZ1z9p8tW7ZskbFjxwY2/r59+8g7BAwCTpm5X5Y3HwuHTlb8ZSo0szLMlH45qWWGpsktJdCyUi4n1cwKR1vVnrF3gW0LXmaeE3RqbyULC8g0I/7azENwzPEdr9q+5txUt0pmVpmXumfmlr/8OztXSxwmByVi9cpUUyKqfWqkzoipLrONy4OAMuI2u22+S9s7+/rMGHWazDRizY5lyZ/RUzZ+BwtbxWpu1Pz2rpWZue0yEtqRc7dx3I4DrR+/3nLPTL/I0i8EoksAmRnd3BBZwASQmQEDZzgIZAls27ZN6uvrE98aGxvJOQQgICJKZqbhnFdzRGZyyJsEnDKzNVyZqYsoJaCykk8XVrlL0dUlyErwKdFpvjcmZgo9c5a2V10iZlfp1Zj6e0dlZrsyM3N3RrfqwIzks8WiPmbnWD251rjPZO5BOi6bOhflxZ/BKHuvygyvdmSm4mBeYu6QxdpIWUmZW2LslxeRSjjm8jOwzniwUM2iYjkosi6X72xVae5zfjxjrJDkZI5BiW+ozCwRFJtBIEEEkJkJSiZT6RgBZGbH+LE3BColgMyslBz7QSCeBJCZ8cwbUXeMgENmhnjPTPOSbL2yr1ZVHaqKQptsU5c5m1WHBgHL+iKyTG3cEZmpC0A7ek36KSGaE3yaoDWrP81dje1MIaue4m7Iu/zl4eZ27b7mxjbnnq2mzC53k6sWaWvc11KrGtUGtG6XX5GTsyb77Fh6/jLPpTdjMve1f87Gaq7W77Fp9F2Xf/iQ2kYx0qtUCwnPLHc789wwAbzhnpkBQGYICESMADIzYgkhnPAIIDPDY8/I6SYQOZn5Sl/p+4qzUnRSv24yYpZzeakVZlRmpvs4Z/Z5AtGTmXNkRL8RMsdeIT5rhHTrN6lDVaRUZubznvZ3DpkZ2j0zs5JRE39VvWukpreLFDRFVk7gWe95aVwKXqxyT+1nW68LO/29VZxlqiDzl3/bjh5LPE4xmJN/aje1be6ycpusNeScvn+2+tKct21Y42O2v6re1drDh/LC1y4zVSwWIWjGZOOSuazeXa4afVRVSXXv6ry4da3MtMtL++f2ZKZSotnL+9WDnsxqUpODKVPNz9qrhbm2PKi3VGYGRZpxIBAdAsjM6OSCSEImgMwMOQEMn1oCQcjMSf2qXATlJOnb1UVg1M+REV37yqT6SdJX/2XP9r7bsDmukmPOsG7GWOpV3waZmdpDnInbCAQhM9X551atZV2m/YHilb7G+Vp8P/Vzwe0PGubPEvUzw7oNMtOW/BR/dMjMECszlXjKi0Kb8HITVjl5aH8it21fe37VfjZppwtM/X2mUjIvVPPx2Ts1H/aj7plZIzXFKjNdxlfjWPvW781ZTGaq7bLxGbLTnLtVEOoy05CQtvmbs3Gss1dBqg21SsjcJf+qqjSXD7WRGUf2vRljwVddmGqxa1xUXtTPSkelpbaNOQ/zNRoy8w5pbW2Vw4cPi/q9Tp1z/IMABJJLAJmZ3NwyszIJIDPLBMbmEPCIQEZmTpK+lgooUw5kxcErfTUxocsCq3B0q6g0KyeNyspXRki3Ql/wdbE5a4T0tcnKUiszTZmpxtUlKjLTowOGbmJPwJSZc4b1tVQ76+dOvfFHhbzY0P8wYBGO+nmriUZrX24CUp2fmsw0zlf9Z0u91Jdcman9vFL7aDEhM2N/uHo2AYfMDK0yUxOSSoqp/xN14eYmrLLyzCmsdJHmGar2O9IqKnV5aO7ojNNFDJobl/uaE4lq7tmKVsXPZGlWM6oYda4u4ziEpss2alFuPio36p6lqkpzcoux3PgDTbFKUkufmrw0KjDVz9j8PTPNvk2J6ZCamly1/mGogPy0jO3vByoz/eVL7xCIIgFkZhSzQkyhEEBmhoKdQSEghsxUAkCvaLJ8VsLSKh0yglJVUFZp1Y9zZMSwci4J1QSEJkFM+WnKSLcv7FVmPBbJmhcvzn36yus8AIijHQIGAVNmKtmvS0r9syEsLX/g0P+woUnHV0ZYhKh+/hpC1O3y8QLnu7Gv8bOnwLlsxJP5ueM8x537qLkhMznoTQIOmRliZaYZUxJedZlpyEHjD5Z69WESZhmRObiJ7mxoOeEaUqjcMzMk8AwLgRAJIDNDhM/Q0SKAzIxWPogmPQQMmaku8eyauTxbCYVM5ZUpMAvITCUStQooq8TQKrFM4dh1hEwqeumpEiRmpac5dr4fexVXbjzVvyZdCkkYKjPTc0wz0+IEMjJTScFu0i0nG7PnXvZccj+PMiKxWAV27rw0hKV5PjtFo5KRZj+ZnzdVlvPY6EeJTe3czvediT1/D90CP6N4mnnxAyFlax0yM7TKzJSBZ7qpIEBlZirSzCQhYCGAzLTg4EOaCSAz05x95h4mASUzlUzoO8wUB0oU9JUR2XtPKoFgyga9ikst0z/nRUNeQOaXaVWYWblpiozMNpkxzfvhGeJymH5pu4sM0SWHJjQzsZoyNCNT1FjIzDCPMsaOEoGMzMyckyPMS72Ne1aO0O5ja4pIrQrT+GOD/tntXNeWFZSR2jZmlaax7Qij2rtw1aV5Xqv9daGZjVUXsdk/tFCZGaUjL9xYnDJzvyxvPhZuUIwOgYQQyMhM7pmZkHQyDQiURACZWRImNkoDgaNHj8r555+fhqkyRwhEioCSmZmqR/OJwtn7Z2YfyJEXkpl7UFZlL0evVGbmxlIP+XEZQ42Xq8J0lSGaGDVFSPbVlK6GmDUudcuLF2RmpA47ggmRgCEzzXPrlb7ZB2ap+2da/6hgnPtquyrzcnQlDfPnlP6zwfV9dt9CctLyxxAzHv38185vdW5b/wBiCtGsyOw6Qkb0y/zRQ+8XmRnigRaxoZ0ysxWZGbEcEU58CVCZGd/cETkEKiWAzKyUHPsljgCVmYlLKROKCYFt29Zknx6uKjBVRWZGbhgP33C5jDz3UB2tGtJVZGgiol5VdBl9zZE5hjDJXmJaisx0e2CQIy4lYTLCxZQehtjUtkNmxuSAJEzfCRgyM3fuqT9eKBE4QubYHpqVO6+VaMyev+rS9Pzl3aZQrOA1N352X4vMdKnE1i5Lz8VlVHkruWr+fMmITV16IjN9P5xiM4BDZnLPzNjkjkCjT4B7ZkY/R0QIAa8JIDO9Jkp/sSWAzIxt6gg85gS2rZ6Vf/qvUUllVl65VWFlpGFGFmTEQb4KyqzsdBMbWdmQvcTcvVIrL0nKqsw0+szva8pMJTwMoZmtJENmxvxAJXzPCCiZmfujRFZgmuexOmfM9xZpmP3DgH5OGeuzlZ25bY0/YmSrJd3+EGFWTBeVmfnz2exXP69zT1rP3WrClJnqZ4/15xIy07PDJvYdOWQm98yMfU6ZQHQIUJkZnVwQCQSCIoDMDIo040SeADIz8ikiwIQS2Pb5G9qDN3Qhad6TziomrKLDtq7fJKO6yxQQ+VclG/oazbwvZkaKVLk+RMiQmcP6Srd+fY1LXB3y06y4dKkOtUqPejEqTKt4mnlCD1+mVQGBY8eOGg//yVVY6kIye07lzk9TPmqV1vZ16vL0/Lnu9scM5zLX81RViKqfE9nLxe3nfeaPKObPJb1PXWZmlptPZkdmVnCAJHQXh8ykMjOhmWZaYRDgnplhUGdMCIRLAJkZLn9GjxABZGaEkkEoqSJgPM1cExXlSomStjerJ7WH+uSkqFENqi4rNStCM9WfxhPKtUtP8+M4xYValxcszqoutZ7KzFQd1ky2CIHMA4B0GRjE++x5navWNM/37Njmz4hZ2j1ztZ9LDvlprwDNVWla54LMLHIgpGyVQ2ZSmRnyEVAnNVVVUrMoE0bdwGqp3ZUNaVetVPeulRYzwkU1Yv/jhvpcs6hFanvXSJ2IWPY39+M1MAJUZgaGmoEgEBkCyMzIpIJAwiaAzAw7A4yfVgKByExNSuSlpFU6uC63yMx8FWhOhJbRLzIzrUc487YTCEdmlnC+Z8/n3G0mLH+ksMnPEs99ZKY9++n97JCZVGaGezDsapEWJS2rMhIzJyO1ZZYA1fKBSlvq4hKZaWEU4gfumRkifIaGQEgEkJkhgWfY6BFAZkYvJ0SUDgKRlpklCgtXEWrbF5mZjuOZWbZPIOoys5TzudRtkJntHw9p2cIhM6nMDC/1BSotndWXmapLI1BkZnj5KmFkKjNLgMQmEEgYAWRmwhLKdCongMysnB17QqAjBJCZHaHHvhCIHwFkZvxyRsQdJ+CUmftlefOxjndMDx0k0CK1A2uldmC1VPfWLjXXeq0bqG5F49LUflxmrpEK7y33zAyPPSNDICwCyMywyDNu5AggMyOXEgJKCQElM1evXh1KW7p0qSxbtiywsVOSUqYJgaIElMwM65xftWqVLFq0KLDxqcwseiikaqVTZrYiM0M9AjL3zKyyXGauLhs3paVWlSkiLZOrpXpy5i6auUvStfjdlmmreeszASozfQZM9xCIIAFkZgSTQkjhEEBmhsOdUSEQJoFx48bJpEmTwgyBsSEAgQAJfPfdd3LGGWcEOCJDQSBDwCEzuWdmeIeGcZm5exVmPiglO7PbqO21BwLp4lJJzkzVplV+5vvhXRAEuGdmEJQZAwLRIoDMjFY+iCZEAsjMEOEzNARCIoDMDAk8w0IgJALIzJDAM6w4ZCb3zIzUUaELyvYDq5MaTW62vz1b+E2Ayky/CdM/BKJHAJkZvZwQUUgEkJkhgWdYCIRIAJkZInyGhkAIBJCZIUBnSIOAQ2ZSmRnekVH2A4D0y8/Ny9Btr8jN8PIpItwzM1T8DA6BUAggM0PBzqBRJIDMjGJWiAkC/hJAZvrLl94hEDUCyMyoZSQ98ThkJpWZEUl+VlQaD/OpkqqBdSXERWVmCZAC3YTKzEBxMxgEIkEAmRmJNBBEFAggM6OQBWKAQLAEkJnB8mY0CIRNAJkZdgbSO75DZlKZGd7BYKnMtN0707KuSmoWlVCVaT7pnOrM0HLKPTNDQ8/AEAiNADIzNPQMHDUCyMyoZYR4IOA/AWSm/4wZAQJRIoDMjFI20hWLQ2ZSmZmuA4DZ+kqAykxf8dI5BCJJAJkZybQQVBgEkJlhUGdMCIRLAJkZLn9Gh0DQBJCZQRNnPJOAU2bul+XNx8zVvEIAAh0gwD0zOwCPXSEQUwLIzJgmjrC9J4DM9J4pPUIg6gSQmVHPEPFBwFsCyExvedJb6QScMrMVmVk6PraEQFECVGYWxcNKCCSSADIzkWllUpUQQGZWQo19IBBvAsjMeOeP6CFQLgFkZrnE2N4rAg6ZyT0zvUJLPxAwnmbeevod0traKocPHxb1e5065/gHAQgklwAyM7m5ZWZlEkBmlgmMzSGQAALIzAQkkSlAoAwCyMwyYLGppwQcMpN7ZnrKl87STYDKzHTnn9mnkwAyM515Z9YuBJCZLlBYBIGEE0BmJjzBTA8CNgLITBsQPgZGwCEzqcwMjD0DJZ8A98xMfo6ZIQTsBJCZdiJ8Ti0BZGZqU8/EU0wAmZni5DP1VBJAZqYy7ZGYtENmUpkZibwQRDIIUJmZjDwyCwiUQwCZWQ4ttk00AWRmotPL5CDgSgCZ6YqFhRBILAFkZmJTG/mJOWQmlZmRzxkBxoeAkpncMzM++SJSCHhBAJnpBUX6SAQBZGYi0sgkIFAWAWRmWbjYGAKxJ4DMjH0KYzsBh8ykMjO2uSTw6BGgMjN6OSEiCPhNAJnpN2H6jw0BZGZsUkWgEPCMADLTM5R0BIFYEEBmxiJNiQzSKTP3y/LmY4mcK5OCQNAEuGdm0MQZDwLhE0Bmhp8DIogIAWRmRBJBGBAIkAAyM0DYDAWBCBBAZkYgCSkNwSkzW5GZKT0WmLb3BMAHusMAACAASURBVKjM9J4pPUIg6gSQmVHPEPEFRgCZGRhqBoJAZAggMyOTCgKBQCAEkJmBYGYQFwIOmck9M10osQgClRHgnpmVcWMvCMSZADIzztkjdk8JIDM9xUlnEIgFAWRmLNJEkBDwjAAy0zOUdFQmAVNm/vjjj9LW1ibnc8/MMgmyOQQKE6AyszAb1kAgqQSQmUnNLPMqmwAys2xk7ACB2BNAZsY+hUwAAmURQGaWhYuNPSTgkJlUZnpIl67STkDJzANn3Gn8oUD9wUD9XqfOOf5BAALJJYDMTG5umVmZBJCZZQJjcwgkgAAyMwFJZAoQKIMAMrMMWGzqKQFdZh44cEAuuK+Ne2Z6SpjO0kwgIzP7izq3kJlpPhKYe5oIIDPTlG3mWpQAMrMoHlZCIJEEkJmJTCuTgkBBAsjMgmhY4TMBU2YeOXJEvvnmG7nwvjY5/toDcvw1bXL81fvlhKv3ye+v3icnXrVX/nDVXjnpqhY5+ao9csqVu6XKaLvkj1fukj/22Smn9dkhf+qzQ/7cZ7v8pXqb/LV6m/yteqv8XbXeW+SM3pvljN6b5Mzem+QfvTbKWb02ytm9muWcXhvk3J5Ncl7PJjm/53q5QLUr1smFV6yVTleslYuuWCOde6yWi3usli49VsklPRql6+WN0u3yBul2+Uq5VLXL6uWyy1bI5ZetkB6XLZcrLl0mPS9dJr0u/VJ6q9Z9qfTpvkT6dP9Cruz+hVzVrU6u7lYn13T7XK7ttliu67pIru+6SG7oulBuVO2Sz+TmSxYY7ZZL5sutXeZJ3y7zpF+XT+W2Lp/K7RfPlTsuniN3Xjxb+qvW+RO5q/MncnfnWXJP549lwEUz5d6LZsp9F30k91/0kTzQ6UN5sNMHRnv4wvfl4QtnSM2FM+SRC6fLwAumyaMXTJPHLnhPHj9/qgw6f6oMPn+KDFHtvHdl6HnvyLDz3pbh570tI859S5449y0ZeuYkGXbmazL6nFoZY7TXZdw5r8u4syfL+LMnyYSzJ8mTZ78mE896VZ4661V5+qxX5JmzXpZn//GyPPePl+S5f7woz//jRXnhzBfkxTNfkJfOfF5ePvM5eeWMZ+XVM56V1854RiapdvrT8vrpT8nrp0+U2tMnyht/f1Le/PuT8tbfJ8jbfx8v7/xtvLz7t3Hy7t/GylTV/jpG3vvraJn219Ey/a+jZMZfRsr7fxkpH/zlCfnwL0/IR38eITP/PFxm/nmYzFLtT0Plkz8Nldl/GiJz/jRY5p42SD49bZDMO+1xmX/a47Lgj4/JZ398VD7740BZ+MeBsujUR2TxqY/I56fWSN2pD8sXVQ/LkqqHZGnVg/LlKao9IMuNdr+sOPk+qT/5Xll58r3ScNIAaTxpgKw66R5ZfdLdsuYPd8lao/WXdX/oL+tPvFOaTrxDNpx4hzSfeLts/P1tsun3t8nm3/eTLaqd0Fe2nXCrbDvhFtl+wi2y4/ibZefxN8uu42+S3cffKHt+d4O0/O4G2fu762Wfar+9Tlp/d520/e5aOXBmf+PcUucYlZk+/0CjewhEgAAyMwJJIIRoEEBmRiMPRAGBIAkgM4OkzVgQCJ8AMjP8HKQ5gl9++UWOHj0qhw4dkuatbbJq/S6pX71NljdukWUNm3NtecNmcbZNsrzB2VY0bJKibeUmWWG0jbJi5UapL6OtXLlR8q1ZVq4s3hpWNkvxtkEaVuZb48oNkmv1G6SxnbaqvklKbavrm8TZ1svqeve2pn69uLWhj46QR+5/LL9uxTpZs2KdrC2jrVuxTvJtraxbUbytX7FWCrc1sn6FtTWtWCOOtnyNNLm21bJheemteflqsbZV0ry8cNu4fJW03xpl4/JG2aTastLb5mWNkmkNsnlZpm1Z3ijb6lfLrlXrpa15q3FuqXNMnWv8gwAEkk0AmZns/DK7MgggM8uAxaYQSAgBZGZCEsk0IFAiAWRmiaDYzBcCZnXmTz/9ZEgXVaGpLottbW2lRZTB+PHjZdiwYeQnovlR5446h9S5pP5IoKoyjx07xv0yffkJRqcQiBYBZGa08kE0IRJAZoYIn6EhEBIBZGZI4BkWAiERQGaGBJ5hcwRUxZiSLap6TImXw4cP0yLM4Nlnn5UxY8aQowjnSJ1D6lxS55Q6t6jKzP244Q0EEk0AmZno9DK5cgggM8uhxbYQSAYBZGYy8sgsIFAqAWRmqaTYzi8CqjpTNSVc1HdPsykJQ4segxdffFEmTJhAbiJ6fJrnj3pV55R5fvl1/tIvBCAQHQLIzOjkgkhCJqD+EzzllFNCjoLhIQCBIAkgM4OkzVgQCJ8AMjP8HBBBhoApXXjNyN2ocnjppZfkySefzEmyqMZJXJnjiJ8vEIBAegggM9OTa2baDgFkZjuAWA2BBBJAZiYwqUwJAkUIIDOLwGEVBCDgIPDyyy/LxIkTHctZAAEIQAAC4RJAZobLn9EjRACZGaFkEAoEAiKAzAwINMNAICIEkJkRSQRhQCAmBJCZMUkUYUIAAqkjgMxMXcqZcCECyMxCZFgOgeQSQGYmN7fMDAJuBJCZblRYBgEIFCKAzCxEhuUQgAAEwiWAzAyXP6NHiAAyM0LJIBQIBEQAmRkQaIaBQEQIIDMjkgjCgEBMCCAzY5IowoQABFJHAJmZupQz4UIEkJmFyLAcAsklgMxMbm6ZGQTcCCAz3aiwDAIQKEQAmVmIDMshAAEIhEsAmRkuf0aPEAFkZoSSQSgQCIgAMjMg0AwDgYgQQGZGJBGEAYGYEEBmxiRRhAkBCKSOADIzdSlnwoUIIDMLkWE5BJJLAJmZ3NwyMwi4EUBmulFhGQQgUIgAMrMQGZZDAAIQCJcAMjNc/oweIQLIzAglg1AgEBABZGZAoBkGAhEhgMyMSCIIAwIxIYDMjEmiCBMCEEgdAWRm6lLOhAsRQGYWIsNyCCSXADIzubllZhBwI4DMdKPCMghAoBABZGYhMiyHAAQgEC4BZGa4/Bk9QgSQmRFKBqFAICACyMyAQDMMBCJCAJkZkUQQBgRiQmDo0KHyyCOPxCRawoQABCCQHgLIzPTkmpm2QwCZ2Q4gVkMggQSQmQlMKlOCQBECyMwicFgFAQg4CFCZ6UDCAghAAAKRIIDMjEQaCCIKBJCZUcgCMUAgWALIzGB5MxoEwiaAzAw7A4wPgXgRQGbGK19ECwEIpIcAMjM9uWam7RBAZrYDiNUQSCABZGYCk8qUIFCEADKzCBxWQQACDgK33nqrXHfddY7lLIAABCAAgXAJIDPD5c/oESKAzIxQMggFAgERQGYGBJphIBARAsjMiCSCMCAQEwKvvvqqTJgwISbREiYEIACB9BBAZqYn18y0HQLIzHYAsRoCCSSAzExgUpkSBIoQQGYWgcMqCEDAQWDSpEmivivwDwIQgAAEokUAmRmtfBBNiASOHj0qp556aogRMDQEIBA0gdGjR4u6Hxb/IACBdBBoa2uT008/PR2TZZYQgECHCUyePFnGjBnT4X7oAAIQgAAEvCWAzPSWJ73FmACVmTFOHqFDoEICVGZWCI7dIBBTAlRmxjRxhA2BkAi88cYbMmrUqJBGZ1gIQAACEChEAJlZiAzLU0cAmZm6lDNhCBiXjqlLyPgHAQikgwAyMx15ZpYQ8IrAfffdJ1dddZVX3dEPBCAAAQh4RACZ6RFIuok/AWRm/HPIDCBQLgEqM8slxvYQiDcBZGa880f0EAiawJQpU2To0KFBD8t4EIAABCDQDgFkZjuAWJ0eAsjM9OSamULAJIDMNEnwCoF0EEBmpiPPzBICXhGYPn26PP744151Rz8QgAAEIOARAWSmRyDpJv4EkJnxzyEzgEC5BJCZ5RJjewjEmwAyM975I3oIBE1AfU+46aabgh6W8SAAAQhAoB0CyMx2ALE6PQSQmenJNTOFgEkAmWmS4BUC6SCAzExHnpklBLwiMGvWLHnwwQe96o5+IAABCEDAIwLITI9A0k38CSAz459DZgCBcgkgM8slxvYQiDcBZGa880f0EAiawNy5c+Xee+8NeljGgwAEIACBdgggM9sBxOr0EEBmpifXzBQCJgFkpkmCVwikgwAyMx15ZpYQ8IrAggUL5K677vKqO/qBAAQgAAGPCCAzPQJJN/EngMyMfw6ZAQTKJYDMLJcY20Mg3gSQmfHOH9FDIGgCixcvlttuuy3oYRkPAhCAAATaIYDMbAcQq9NDAJmZnlwzUwiYBJCZJgleIZAOAsjMdOSZWULAKwIvvfSS9O7d26vu6AcCEIAABDwigMz0CCTdxJ8AMjP+OWQGECiXADKzXGJsD4F4E0Bmxjt/RA+BoAmsWLFCbrjhhqCHZTwIQAACEGiHADKzHUCsTg8BZGZ6cs1MIWASQGaaJHiFQDoIIDPTkWdmCQGvCDQ2Nso111zjVXf0AwEIQAACHhFAZnoEkm7iTwCZGf8cMgMIlEsAmVkuMbaHQLwJIDPjnT+ih0DQBNauXSt9+vQJeljGgwAEIACBdgggM9sBxOr0EEBmpifXzBQCJgFkpkmCVwikgwAyMx15ZpYQ6CiB//7v/5YTTzxR/vd//1f+7d/+TY477jj59a9/LVVVVR3tmv0hAAEIQMADAshMDyDSRTIIIDOTkUdmAYFyCCAzy6HFthCIPwFkZvxzyAwgEASBTp06ya9+9StL+9d//VeZOHFiEMMzBgQgAAEItEMAmdkOIFanhwAyMz25ZqYQMAkgM00SvEIgHQSQmenIM7OEQEcJvPPOO/Kf//mfFpl52mmnyf79+zvaNftDAAIQgIAHBJCZHkCki2QQQGYmI4/MAgLlEEBmlkOLbSEQfwLIzPjnkBlAICgCnTt3zsnMf/mXf5EhQ4YENTTjQAACEIBAOwSQme0AYnV6CCAz05NrZgoBkwAy0yTBKwTSQQCZmY48M0sIdJTA//3f/8mMGTPkv/7rvwyhqe6V2dDQ0NFu2R8CEIAABDwigMz0CCTdxJ8AMjP+OWQGECiXADKzXGJsD4F4E0Bmxjt/RA+BIAgokal+L/j555+lZ8+ehswcOHCgsUyt4x8EIAABCIRPAJkZfg6IICIEkJkRSQRhQCBAAsjMAGEzFAQiQACZGYEkEAIEIkzAFJk//fST/PDDD/LkNW/KzSc9LPX19aKWqd8XfvnllwjPgNAgAAEIpIMAMjMdeWaWJRBAZpYAiU0gkDACyMyEJZTpQKAdAsjMdgCxGgIpJqBE5rFjx+TIkSNy8OBBeW/QQvl45BKZO2G5vFczz1im1qltEJopPlCYOgQgEAkCyMxIpIEgokAAmRmFLBADBIIlgMwMljejQSBsAsjMsDPA+BCIJgFdZKqfE1MfXygzRy7NBTt3/DKZ8tBcUesQmjksvIEABCAQGgFkZmjoGThqBJCZUcsI8UDAfwLITP8ZMwIEokQAmRmlbBALBKJBwC4ypzy+UD4a9aUjuE/HfylTH5qD0HSQYQEEIACB4AkgM4NnzogRJYDMjGhiCAsCPhJAZvoIl64hEEECyMwIJoWQIBAiAYfIHLTIVWSaIc4b/6W8h9A0cfAKAQhAIDQCyMzQ0DNw1AggM6OWEeKBgP8EkJn+M2YECESJADIzStkgFgiES8AuMt99fJF86FKRaY9y3rilMu3B2VRo2sHwGQIQgECABJCZAcJmqGgTQGZGOz9EBwE/CCAz/aBKnxCILgFkZnRzQ2QQCJKAXWS+M2ixfDBqWckhzB+P0CwZFhtCAAIQ8IEAMtMHqHQZTwLIzHjmjagh0BECyMyO0GNfCMSPADIzfjkjYgh4TcAuMt8uU2Sa8cwft0SmP/gJFZomEF4hAAEIBEgAmRkgbIaKNgFkZrTzQ3QQ8IMAMtMPqvQJgegSQGZGNzdEBoEgCDhF5ufy/ujlFQ+9YNwSmYHQrJgfO0IAAhColAAys1Jy7Jc4AsjMxKWUCUGgXQLIzHYRsQEEEkUAmZmodDIZCJRFwC4y3xr0uczogMg0B18w7gt5/4FZVGiaQHiFAAQgEAABZGYAkBkiHgSQmfHIE1FCwEsCyEwvadIXBKJPAJkZ/RwRIQT8IOAQmYPrZMboFZ4N9RlC0zOWdAQBCECgFALIzFIosU0qCCAzU5FmJgkBCwFkpgUHHyCQeALIzMSnmAlCwEHALjLfHFwn0z0UmeaAC8d+IR888DEVmiYQXiEAAQj4SACZ6SNcuo4XAWRmvPJFtBDwggAy0wuK9AGB+BBAZsYnV0QKAS8I2EXmG4O/kGmj673o2rWPRWPr5EOEpisbFkIAAhDwkgAy00ua9BVrAsjMWKeP4CFQEQFkZkXY2AkCsSWAzIxt6ggcAmUTsIvMWp9FphlgRmjOpELTBMIrBCAAAR8IIDN9gEqX8SSAzIxn3ogaAh0hgMzsCD32hUD8CCAz45czIoZAJQQcInPIEnlvzMpKuqpon8VjP5ePHkBoVgSPnSAAAQiUQACZWQIkNkkHAWRmOvLMLCGgE0Bm6jR4D4HkE0BmJj/HzBACdpH5+uAlMjVAkWlmQAnNmfd/RIWmCYRXCEAAAh4SQGZ6CJOu4k0AmRnv/BE9BCohgMyshBr7QCC+BJCZ8c0dkUOgFAIOkTlkqUwd01DKrr5s8/nYz+VjhKYvbOkUAhBINwFkZrrzz+w1AshMDQZvIZASAsjMlCSaaUIgSwCZyaEAgeQSsIvMSUOWypQQRaZJum7MYvn4/g+p0DSB8AoBCEDAAwLITA8g0kUyCCAzk5FHZgGBcgggM8uhxbYQiD8BZGb8c8gMIOBGwCkyv5R3xza6bRrKsi/GLJZZCM1Q2DMoBCCQTALIzGTmlVlVQACZWQE0doFAzAkgM2OeQMKHQJkEkJllAmNzCMSAgF1kvjYkWiLTRPjFmEXyyX0fUKFpAuEVAhCAQAcIIDM7AI9dk0Xg6NGjcs455yRrUswGAhAoSgCZWRQPKyGQOALIzMSllAmlnIBDZA5dJu+MXRVZKkvGLJLZCM3I5ofAIACB+BBAZsYnV0TqMwEqM30GTPcQiCABZGYEk0JIEPCRADLTR7h0DYGACdhF5qtDl8nbERaZJp4loxfK7Pvep0LTBMIrBCAAgQoIIDMrgMYuySSAzExmXpkVBIoRQGYWo8M6CCSPADIzeTllRukkYBeZrwxdLm+PXR0bGEvHLJQ5CM3Y5ItAIQCB6BFAZkYvJ0QUEgFkZkjgGRYCIRJAZoYIn6EhEAIBZGYI0BkSAh4TsIvMl4cul7diJDJNHEtHfyZz75tBhaYJhFcIQAACZRBAZpYBi02TTQCZmez8MjsIuBFAZrpRYRkEkksAmZnc3DKzdBBwiMxhK+TNcWtiO/kvR38mnyI0Y5s/AocABMIjgMwMjz0jR4wAMjNiCSEcCARAAJkZAGSGgECECCAzI5QMQoFAmQTsIvOloSvkjRiLTHP6y0YvkE/vnU6FpgmEVwhAAAIlEEBmlgCJTdJBAJmZjjwzSwjoBJCZOg3eQyD5BJCZyc8xM0wmAYfIHFYvb4xbm5jJLh+9QObdOw2hmZiMMhEIQMBvAshMvwnTf2wIIDNjkyoChYBnBJCZnqGkIwjEggAyMxZpIkgIWAjYReaLw+qlNkEi05zs8lHzZT5C08TBKwQgAIGiBJCZRfGwMk0EkJlpyjZzhUCGADKTIwEC6SKAzExXvplt/AnYReYLw1ZK7bh18Z9YgRmsGD1fFiA0C9BhMQQgAIE8AWRmngXvUk4AmZnyA4Dpp5IAMjOVaWfSKSaAzExx8pl67AjYRebzw1bK6wkWmWaCVoyaJwsGvMcl5yYQXiEAAQi4EEBmukBhUToJIDPTmXdmnW4CyMx055/Zp48AMjN9OWfG8STgEJnDG2Ty+PXxnEwFUdePmiefDZiK0KyAHbtAAALpIIDMTEeemWUJBJCZJUBiEwgkjAAyM2EJZToQaIcAMrMdQKyGQAQI2EXmc8MbZFKKRKaZgvpRn8pChKaJg1cIQAACFgLITAsOPqSZADIzzdln7mklgMxMa+aZd1oJIDPTmnnmHRcCTpHZKJPGN8UlfM/jXDnqU1k0YAoVmp6TpUMIQCDuBJCZcc8g8XtGAJnpGUo6gkBsCCAzY5MqAoWAJwSQmZ5gpBMI+ELALjKfGd4or6VYZJqQG0bORWiaMHiFAAQgkCWAzORQgECWADKTQwEC6SOAzExfzplxugkgM9Odf2YfXQIOkTlilbw2Ib0VmfZMNY6cK4vveZcKTTsYPkMAAqklgMxMbeqZuJ0AMtNOhM8QSD4BZGbyc8wMIaATQGbqNHgPgWgQsIvMp4evklcnbIhGcBGKonHkHPkcoRmhjBAKBCAQJgFkZpj0GTtSBJCZkUoHwUAgEALIzEAwMwgEIkMAmRmZVBAIBAwCDpE5YrW8MqEZOgUIrBo5R+rueYcKzQJ8WAwBCKSHADIzPblmpu0QQGa2A4jVEEggAWRmApPKlCBQhAAyswgcVkEgYAJ2kfmUEplPbgw4ivgNt2rkbIRm/NJGxBCAgMcEkJkeA6W7+BJAZsY3d0QOgUoJIDMrJcd+EIgnAWRmPPNG1MkjYBeZE0esQWSWkebVI2fLF/e8TYVmGczYFAIQSBYBZGay8slsOkAAmdkBeOwKgZgSQGbGNHGEDYEKCSAzKwTHbhDwkIBdZD45Yo28/OQmD0dIR1ern/hEltyN0ExHtpklBCBgJ4DMtBPhc2oJIDNTm3omnmICyMwUJ5+pp5IAMjOVaWfSESLgEJlPrJWXJyIyK03RGkNovkWFZqUA2Q8CEIgtAWRmbFNH4F4TQGZ6TZT+IBB9AsjM6OeICCHgJQFkppc06QsC5RGwi8wJT6yVlyZuLq8TtnYQWPvELFl6N0LTAYYFEIBAogkgMxOdXiZXDgFkZjm02BYCySCAzExGHpkFBEolgMwslRTbQcBbAk6RuU5eRGR6BnndE7Pky7vfpELTM6J0BAEIRJ0AMjPqGSK+wAggMwNDzUAQiAwBZGZkUkEgEAiEADIzEMwMAgELAbvIHP/EOnlh4hbLNnzoOIF1IxCaHadIDxCAQFwIIDPjkini9J0AMtN3xAwAgcgRQGZGLiUEBAFfCSAzfcVL5xBwELCLzHEj1yMyHZS8W7D+iY9l2d1vUKHpHVJ6ggAEIkoAmRnRxBBW8ASQmcEzZ0QIhE0AmRl2BhgfAsESQGYGy5vR0k3ALjLHPrFenp+4Nd1QApj9+hEfy/K7EJoBoGYICEAgRALIzBDhM3S0CCAzo5UPooFAEASQmUFQZgwIRIcAMjM6uSCSZBNwiMyRTfLcU4jMoLLeNOJjWXFXLRWaQQFnHAhAIHACyMzAkTNgVAkgM6OaGeKCgH8EkJn+saVnCESRADIzilkhpqQRsIvMMYbI3Ja0aUZ+PhtGzERoRj5LBAgBCFRKAJlZKTn2SxwBZGbiUsqEINAuAWRmu4jYAAKJIoDMTFQ6mUwECdhF5uiRG+TZpxCZYaWqecRMqb/rdSo0w0oA40IAAr4RQGb6hpaO40YAmRm3jBEvBDpOAJnZcYb0AIE4EUBmxilbxBo3AnaROWrkBnnmqe1xm0bi4m0e/pGs7I/QTFximRAEUk4AmZnyA4Dp5wkgM/MseAeBtBBAZqYl08wTAhkCyEyOBAj4Q8AhMkc1yzNPIzL9oV1+rxtHfCQN/SdToVk+OvaAAAQiSgCZGdHEEFbwBJCZwTNnRAiETQCZGXYGGB8CwRJAZgbLm9HSQcAuMkeOapann96RjsnHaJYbh3+I0IxRvggVAhAoTgCZWZwPa1NEAJmZomQzVQhkCSAzORQgkC4CyMx05ZvZ+k/ALjKfGNksTyEy/Qdf4Qibhn8ojf0nUaFZIT92gwAEokMAmRmdXBBJyASQmSEngOEhEAIBZGYI0BkSAiESQGaGCJ+hE0fALjJHIDJjkeNNwz+QVXe+htCMRbYIEgIQKEQAmVmIDMtTRwCZmbqUM2EICDKTgwAC6SKAzExXvpmtfwTsInP4yI0y8emd/g1Iz54S2Dz8A1mN0PSUKZ1BAALBEkBmBsub0SJI4H/+53/kP/7jP+Tf//3f5f/9v/9nvKrPv/71ryMYLSFBAAJeEkBmekmTviAQfQLIzOjniAijT8AuMoeN3ChPIjKjnzhbhFuGvS+r73yVCk0bFz5CAALxIIDMjEeeiNJHAg899JD86le/crT777/fx1HpGgIQiAIBZGYUskAMEAiOADIzONaMlEwCDpE5apM8+cyuZE42BbPaOvx9WYPQTEGmmSIEkkcAmZm8nDKjMgmsXbtWTjrpJIvMPPnkk6W+vr7MntgcAhCIGwFkZtwyRrwQ6BgBZGbH+LF3ugnYRebQUZtkAiIz9gfF1mEzZO2dr1ChGftMMgEIpIsAMjOgfKv//GnRZdC/f3+LzHzsscfIV8SP2YBOXYZJOAFkZsITzPQgYCOAzLQB4SMESiRgF5lDRm2W8c/sLnFvNos6gW3DZsg6hGbU00R8EICARgCZqcHw4636j/+XX34R9XCZY8eO0SLKYP78+XLCCScYQvOUU06RpqYmchXRXKnzSJ1P6rxS5xf/INARAsjMjtBjXwjEjwAyM345I+LwCdhF5mBEZvhJ8SGCbcOmy7o7XqZC0we2dAkBCHhPAJnpPdNcj+o/fiVdfv75Zzly5IgcPnxYfvjhB/n+++9pEWQwYMAAQ2befffd5CeC+VHnjTp/1Hmkzid1XqnzC6GZ+5HDmwoIIDMrgMYuEIgxAWRmjJNH6KEQcIjM0Vtk3DN7QomFQf0nsH3YdFmP0PQfNCNAAAIdJoDM7DBC9w7Uf/yqcuzo0aPy/uKDcu6Ar+Xce76Sc+9uk/PubpXz7mqV8+/aLxfctU8uVK3/XunUf69c1L9FOvdvkYv775Euqt25Wy65c5d0vXOXdLtzp3S7Y6d0v2OHXHrHdrnsju1y+e3bjNbj9q1yxe1bpedtW6SX0TZL79s2SfVtm6RPv41yzxbsyAAAIABJREFUpdGa5ap+G+Tqfhvkmr5Ncq3R1st1fdfL9beukxuMtlZuvHWN3HTLGrn5ltVyyy2r5dZbVsmttzRK35sbpd/NDXKb0VbK7TevlDtuqpc7b6qX/jetkLtuWi533bhc7r5xmdxz4zIZcOOXMuCGpXLvDUvlvhuWyP03LJEHrv9CHjRanTx0fZ08fP3nUnP9Yqm5brE8ct0iGXjdQnn0uoXy2LWfyeNGWyCDrl0gg6+ZL0OMNk+GXjNPhl39qQy/eq7RRlw9R564eo6MvHq2jLrqExlttFky5qpZMvbKj2Wc0WbK+CtnyoQ+H8mTfT6UiX0+lKf6fCBPVb8vT1e/L89Uz5Bxl74td536hEy49G15vvc0eaH3NHmx93vyUu+p8lKvqfJyrynySq8p8mqvd+XVnu/Iaz3fkUk935bJPd+W1694S2qN9qa8ccWb8uYVb8hbPVSrlbd7vC7v9Hhd3u0xWaZcPsloUy9/Td67/DWZdtmrMt1or8iMy16R9y99WT649CX58NKX5KNLX5SPur8oM7u/IB93f15mGe05+aT7czK727Myx2jPyNxuz8inXZ+WeV2fkvldn5IFXSfKgksmymeXPCkLL5kgi1TrMl4Wdxkvn3cZJ3VdxskXXcbKEtUuHiNLLx4tX148WpZdPEqWdR4lyzuPlBWdn5D6zk/IyotGSIPRhkvjRcNlVadhstpoQ2VNpyGyttMQWXfhYFl/4WBpunCQNF34uGy48HFpvuAx2Wi0R2XTBY/K5vMHyhajPSJbz6+RbefVyPbzHpYd5z0kO432oOw690HZfe4Dssdo90vLuffL3nPuk33n3Cv7z7lXWs8ZIK1nD5AD5wyQr88dIAdnLTXOLyo03X8GsbQ0AsjM0jixFQSSQgCZmZRMMo8gCNhF5qBRW2QsIjMI9KGOsX3oNGm64yUqNEPNAoNDAALtEUBmtkeowvXmf/4//vijvLfga7l6xHeyeusxo63Zekwy7WdZs/VnWbvFrR2VdVusbf2Wo5JpP8n6LfnWtOUnMdrmn6Rp8xGjbdh8ROytefOPYm8bN/8omXZYNm7OtE2bDou1/SCbNznblk0/yJZN31va1k3fS65tPCRbNx6SbS5t+8aDYm87Nh6UTPtOdmzMtJ3N34m1fSu7mp1td/O3srv5G0vb0/yN5NvXsmfD19Li0vZu+Erc2r4NX8m+DQdybf+GA7K/SW9tsr+pTVptra2pTdqaWh3tQFOrZNp+OdC0Xw6s3y9fOdo++Xq9s32zfp98s36vpX27fq98u85sLfLtuhb5zqUdXLdH7O3Quj2Sabvl0Lrdcmjtbvnepf2wdpfY2+G1u+Tw2p2W9uPanWK0NTvlR6PtkCNrnO2nNdvF3o6u2S75tk2OrtkmP6+2t61ybHW+fddriHz9wWJR5xfVmRX+kGI3gwAykwMBAukigMxMV76ZbeUEzN9l1NUw6rwZNHqrjH22pfIO2TNWBHYMnSYbEJqxyhnBQiBtBJCZPmVcVYupy2DVpbFvz9lvyEyfhqJbCKSOwDc9B0vr9M+M80udZ+oLN/8gUAkBZGYl1NgHAvElgMyMb+6IPDgCdpH5+OitMgaRGVwCIjLSzqHvyYY7XqRCMyL5IAwIQMBKAJlp5eHZJ1NmHjp0SN78ZK9cNfxbz/qmIwikncC3PQfLvqnzRJ1fSmaq841/EKiEADKzEmrsA4H4EkBmxjd3RB4MAbvIfGz0Nhn97N5gBmeUyBHYNfQ9ab4doRm5xBAQBCAgyEyfDgIlV9T9Mg8ePIjM9Ikx3aaXgJKZLVM+Nc4vdZ4hM9N7LHR05sjMjhJkfwjEiwAyM175ItpgCdhF5qOjt8koRGawSYjgaLuGTpWNt79AhWYEc0NIEEgzAWSmT9nXZeYbs1qozPSJM92mk4CSmXuRmelMvsezRmZ6DJTuIBBxAsjMiCeI8EIj4BCZY7bLqOf2hRYPA0eLwG6EZrQSQjQQgACVmX4dA8hMv8jSLwRE1D0zqczkSPCCADLTC4r0AYH4EEBmxidXRBocAbvIHDhmu4xEZAaXgJiMtHvIFNl0+/NUaMYkX4QJgaQToDLTpwwjM30CS7cQEBEqMzkMvCKAzPSKJP1AIB4EkJnxyBNRBkfAKTJ3yMjn9gcXACPFisCeIVNkM0IzVjkjWAgklQAy06fMIjN9Aku3EMjKTCozORS8IIDM9IIifUAgPgSQmfHJFZH6T8AuMmvG7JAnEJn+g4/5CHuGvCtbbnuOCs2Y55HwIRB3AshMnzKIzPQJLN1CgMpMjgEPCSAzPYRJVxCIAQFkZgySRIiBEHCIzLE7ZcRzrYGMzSDxJ9CC0Ix/EpkBBGJOAJnpUwKRmT6BpVsICPfM5CDwjgAy0zuW9ASBOBBAZsYhS8ToNwG7yHx4DCLTb+ZJ7H/v4Hdl623PUqGZxOQyJwjEgAAy06ckITN9Aku3EKAyk2PAQwLITA9h0hUEYkAAmRmDJBGirwQcInPsLhn+fJuvY9J5cgnsH/qubENoJjfBzAwCESaAzPQpOchMn8DSLQS4ZybHgIcEkJkewqQrCMSAADIzBkkiRN8I2EXmQ2N3yTBEpm+809Lx/iHvyvZ+z1ChmZaEM08IRIQAMtOnRCAzfQJLtxCgMpNjwEMCyEwPYdIVBGJAAJkZgyQRoi8E7CLzwbG7ZdjzB3wZi07TR6AVoZm+pDNjCIRMAJnpUwKQmT6BpVsIcM9MjgEPCSAzPYRJVxCIAQFkZgySRIieE7CLzAfG7pahiEzPOae9w9Yh78iOfk9ToZn2A4H5QyAgAshMn0AjM30CS7cQoDKTY8BDAshMD2HSFQRiQACZGYMkEaKnBBwic9weGfL8V56OQWcQMAm0DXlHdiI0TRy8QgACPhJAZvoEF5npE1i6hQD3zOQY8JAAMtNDmHQFgRgQQGbGIEmE6BkBu8i8f9weGYzI9IwvHbkTaBv8tuzq9xQVmu54WAoBCHhEAJnpEUh7N8hMOxE+Q8A7At/2HCx7p3wqBw8elKNHj4o63/gHgUoIIDMrocY+EIgvAWRmfHNH5OURcIrMFhn8wtfldcLWEKiQwIEhCM0K0bEbBCBQIgFkZomgyt0smjKzTmqqaqROn8yiGqmqqsq3gdraXbVSM7klv/WuWqnW1+fXWN7VDaySmkXaIjVG71rJ9KRiyI+X2a5Fanvnl1XpMdriq9bj0YawvLXto+ZniceyscsHS7wu69tZ1DK5WptvoY2tuVDMLHkwGZXAu9AIRZerXBpjVEvtrqJbRnLlNz0HSwsyM5K5iVtQyMy4ZYx4IdAxAsjMjvFj73gQsIvM+8a1yCBEZjySl6Aovxr8luzuO5EKzQTllKlAIEoEkJk+ZSOSMjMr+SxizyLuMlIxt96yTkTsnwuwKyYz1TqnkFTj5qWaIQNNiafGNN9LJj7n/rZALPvY1pXyscR5ltJV4W2sMjO/XaHl+S06/s6W5453GHgPVGYGjjyxAyIzE5taJgYBVwLITFcsLEwQAbvIvHf8Xhn0wjcJmiFTiROBr5XQvPVJhGackkasEIgJAWSmT4mKosysG1gttZN1OegUlLpsVFKxundNrnIvUz1oq+x04eeFzMwJS7uYNCoK24nBvo8Zo7G8Jl8ZmqsWVRtYK0bNSlJDrJpVkuo1J1ZFMjyyFZXmcjVGbruMpK0ZWJ2rujRFseu+RpxWmZlhmY1NjZGrqMyMa/ZniOaB7nPLj5URxvnPmli29JsXy47xs5xy+THZBvyqZCaVmQFDT+hwyMyEJpZpQaAAAWRmATAsTgQBu8gcMG6vPI7ITERu4zyJrwe/KbtvnYDQjHMSiR0CESSAzPQpKdGTmXVSY8g7qyyzVltaKyRN+ZkRV5n9a5UQbeey5IwA08AqwWeKQ1OamZ+NzTKVguZl1hZR5hCTKv52YjCFYlZCWoRf7hJ2vTrROm+diaVKNFsZavSnz0lfLiL5fTJj5OZj2ceWhxwu63LFsrp3rfXWAOa2iqXJ0ZizKXm1uVnGNHfU1huLrGMawjTbr3N8ta0mQc0uA36lMjNg4AkeDpmZ4OQyNQi4EEBmukBhUSIIOETm+H3y2ItUZCYiuQmYxDeD35Q9t45HaCYgl0wBAlEhgMz0KRNRk5lGlWX2fpOGoDLvPWlIsPz9GnPizRB0So7VSU22IlDdP1P1k5ODBdgVlZnmPtlxM31ZZaIhA3VJZ1Y9GvsqmVaCzLTskx3UJvZycepSUG2qbZcXk5k+zM8WhlmBabIztxGb5NQlYaYS1JSP2fiMF6tYtI+jNlHLTPGbu7+oFrO5jZknY3sLD5vMzOYi36fqPxOb2/h6tGG9556ZYZFP3rjIzOTllBlBoBgBZGYxOqyLKwG7yLxn/D559MVv4zod4k4ogW8GvSEttyA0E5pepgWBwAkgM31CHi2ZmZFXFlmly0K9Cs+UnEpi5pbXGJenGxWZSnxZxJgToBJgpkgz1tpEW26PXF9WmZkRfVlhmdsmu5dR2ekmAXO9ZmSkW4y2OHJxRlxm6iwtoldnUWhuJha1PieBXWSmeTyY22dfc4xsy8P+SGVm2BlIzvjIzOTkkplAoBQCyMxSKLFNnAjYRebd4/cjMuOUwJTF+u2gN2QvQjNlWWe6EPCHADLTH64SKZlpl3VGxaAmC3MiS6t61CWiLsocfTkBKuFmVimqtflKReu2+eU2mWmIt6yw1OPIVjrqfVt7zH6y7KNtoc8jW+GYEYXavNXm2nb5GNUKTQJq25j32zSlY34fbXu1u4WdbcxcmM7KTLNfIwKNrTGOedm8JZ5M9aa+n9o3LyZtcWXvg2nf3rqPGaCKLxqXmXPPTDMnvHaEADKzI/TYFwLxI4DMjF/OiLgwAbvIvGv8fhn44neFd/B9Tb4YIj9U5rtje8UQ+e29eqd/p1bffdsphvBqWHs/i2osvxcZq9X39ipb8Yd9Px8+q98dcr9HucXlw5huXX47qFb23jKOS87d4LAMAhAomQAys2RU5W0YJZmpJFbuP67sNHLCzSbBMg+YqZZnntT+szMvNTf21b8YFGKSkWW5StCcLLVdIp1bbts+V0GYFYvaA3js83CNIPsFITe++WXBNte83HOOY97jMyMMtcu6tYpPtb85hh5Xjq0uP1WgFpmZlbzG3PQvV1a+lhhz/DPjVk+uk9re2S9Cheams8jFbpeZ2dg0zqbYLDS+Pl/XHPi8kMpMnwGnqHtkZoqSzVQhIGL88nzGGWfAAgKxJ+AQmRNa5RE/RKb6/qp9RzS/+2Zebbd+Utvmvm+a33W1AoXcd38dv/rua+tHX517nxelju/n2fgs30/Vd+BcLEVkZu77uf33kfz3fGOuub5sv8/Y2WjbqdBVrOb3arMwwoxLfc+2xJyba+aNdV/bSvUxJyQLxa5zVdton3P7uvQbwKLvBtXKvlvGIjQDYM0QEEgqAWSmT5mNksz0aYqp6DYvJlMx3dhMkntmxiZVkQ8UmRn5FBEgBDwlQGWmpzjpLCQCdpHZ3xCZB/2JxiYo9UGMh4VmHwxaSDDq8rN6YI1Uu4pL6x/z9THy760yMy8Is1tY5FwhuacJSl2s5oRmfjTjSi2bmDTX6vM2lxmvFlYlxFBVLTUDq/MPSrXMwS5ClUTVZKQaMLe9GksvjshEZdleL3CwC9js5wxTlQuTk208y2Q7/uHgoNdlP0Kz4yDpAQIpJYDM9CnxSZeZhb6wOL5Y+MQ3U0Fq/kervRb40lFpGMjMSsn5ux+Vmf7yTVPvyMw0ZZu5QoDKTI6B+BNQIvOf//ynHDlyxKhq6z+hTWpe8klkKlxK0OXklvad21hmlV1KnlXr1X9l4FbfuQtWKVpEXEYA2n/n0Pd3fn93l32Fw1PbW+emb6tfnaXLWnsFp3Erqt6KSa206B0Uep+Tk5kN1Dz0eepy0hJD7xqpcchMfQ4u1a+2sdxC0pm6rfdi2aFBr0vbrdYKTXWM8w8CEIBAewSQme0RqnB90mVmhVjYDQKeEFAyk3tmeoIy9Z0gM1N/CAAgZQSozExZwhM2XVNk/vTTT3Lw4EG5c0KbPPzSIX9naak2tA6lyzXjEuqBtVKbrR40hGJWguYkZdG+lCh1VhfmR3SrzNSrCIvtW0hmquUZQatLQ9fY84E4KyTNdfb57aqVmsm12Yeq5sfKP5TTVn1pE4zFZKYxZG57bX66+C1W5JHb1wze/qr6LCx07Vt35POhxydL2y1jjWNaHdtK1iM0O0KUfSGQDgLITJ/yjMz0CSzdQkBEqMzkMPCKADLTK5L0A4F4EEBmxiNPROlOQAmeY8eOyeHDh+XaJw74LjIt1X8FqzOrMpdJZ0WeKThzIi4rzYzli6z31MzNUu2rqheLCjZTXLpXZub6yt6z3lEx6RZ/VvblYlWdKBnY25SyWQFpVlaqON36cVmm5GimX1PC5oVjhlFmeZ1efamLSJc+dQlqzNfc3rUyM0/EmJNrf4UqbYMTmWaU3z8+Wb7qNUh++OEH+fnnn5GZJhheIQCBggSQmQXRdGwFMrNj/NgbAsUIcM/MYnRYVw6BRx99VJTQ5B8EIJAOArt27ZJzzjknHZNllokioESm+ftF07aDclq/r+X1uUcCn6MpKx0Dm2LNkGbZe0FmBZqqzCwmM/MPwskLP71/JQUNOZmVirnPdkFXrBJR79D2PiczjTlkKjz1eRrjFerbXo2p9W2RwYZwNOWhqnh0kZnavuptLi7b8tyDhKrMBwhlpaudh/kQVMf+7SwoMqd29qx49ZF3F8pXf7hBvmtslqNHjxrHOtWZFeNkRwikggAy06c0m1821CUgb8xqkauGf+vTSHQLgfQRoDIzfTn3a8ZUZvpFln4hEE0CVGZGMy9E1T4BXWYeOnRIVq7fL53ua5PaAISmLvYsgs6QZ9bLu81tcyKuvcpMsyrTRKCEoqs4NCscTcmnKjXzY6vxcpezZ0Vg4epM6+XTRqyTs9Wh2TjMeZhhWV512afe2ySiHkfmvpnqnpl5UZvp2ykzc8yyg9k/5x/4k90gV8ma7dvCTi3T52lWtppC1fbqytwya98+KJHZevY9sm9Jo3GpOTLTN9R0DIFEEUBm+pROZKZPYOkWAtnLzLlnJoeCFwSQmV5QpA8IxIcAMjM+uSJSJwHzMnN1Ke6BAwdkycqdcuGAfVI750fnxl4tMWRdXhoWlXyinridkWTqQUCmTCxcmakEmy7cMkGrPvR7WGaXZu89acpM8+FENVKnJJ55KXh23g4RqPGwz8FtW/s22u7GHHPCUheb+ka596ZEVA8CMgWie2WmPQ7753ZlpilxB9ZZYzRiycvgXGjmG/scsoLWmQNzB+9ef3x3oez7x92yc+EyaWtry11mrn6X5h8EIACBYgSQmcXodGAdMrMD8NgVAu0QoDKzHUCsLpkAMrNkVGwIgUQQQGYmIo2pnYRZnWk+AGj//v1SV79dOg3YJ2/M9UNoZmWjutdltgqykORT4i0jLzNyMifictWDWfmYqwDMSD53Yea2Li/jcn3n7o/pFKL5bZyHi2UOxqXlSjLmha1zj/wSY566LLSLwNym2qXfhmi1V2ZmNtTjNPq2VXmaQth8zUlUtXuObb7v3NPnbXI3XyGaCzD/xj6HgGTmj1MWyt6z7pFt85fKvn37eABQPiO8gwAESiCAzCwBUiWbIDPLoJb7jzi/j/4fu7nU/h98zcCa3F98zf/g1avlP3lzZ99f66TG+HJmfpkwX9VfqJ1fsFQ4uTlmvzDoc8i8d9/P96nEYADumRmDJMUkRGRmTBJFmBDwiAAy0yOQdBMaASU01dOejxw5Iup4VhKobsV2uWjAXnljzmEP4/qn9TLlgt9Xsw8Ayo5sfu81vudmv6srYZmr2Jzcor4FG08RdxeZ5hQ0oWmOrd0zM/N7gPldOdOf/oAc++8N1u/Z5n7a9/Sc1DSrJ22v6nu+5TLu/JysfWf2y8/NlLCZ3w1qjMpVJU4z89NjNmde8FX7ncmcX+b3Hq1vU2LamBkys5gozUnmgqN7uuLHKYukRROZ6lhWx7R6wJU6xvkHAQhAoD0CyMz2CFW4HplZOric1NN2cVuWWW1+ISjw10jtP3mtu+xb80uD7UuG+Z+9+R+84z/zAvvZB1hUIzWLMl8manNPJsx8rrNsq5blvyBVD6yRaseY2pcry758UASozOQ48IoAMtMrkvQDgXgQQGbGI09EWZyAebm5LjS/WLFdOt/TIm96KjSLxxHltYV/l0jrd2ztdyh74tTvQi6/i9g38+rz4SmLZM/ZA4yKzL179xpS3hSZXF7uFWX6gUDyCSAzfcoxMrNUsFaxZ/51svAXEO0/4gJ/QXWvzMyMk1/XIrWTs4pR/Qdu/hXTvNdP7j/0IvvpU3SNpVpqjcty8uLSnJ/aNTdHu0w1parLPYT0IdP8XslM7pmZ5iPAu7kjM71jSU8QiAMBZGYcskSMpRBwF5rbpPM9exCapQBkm1AIKJG5+6wBsnX+UkFkhpICBoVAYgggM31KJTKzRLAWkajEYeZ+NUr0qUs28vLR7M8qM/VLKww1WagyU8lGTViavRmvlhjUElWJmb38pNh+lk7UhxapHVgjNdqTA9UlNeYccvIyu1/usxo/J0+1+Tn6Z4FJgMpMkwSvHSWAzOwoQfaHQLwIIDPjlS+iLU6gkNC8+J498hYVmsXhsTZwAj9MWSy7zr4XkRk4eQaEQDIJIDN9yisyszSwxv1zcpIxL/Iyoi9btWmKPkv1Y7XUTi79npmqP1MqOiJzyMzMuOpeN0X30zsyYlMCVO2rPa1Qyc1s/OY9hMzdVN9K2NZMVjdV16s3tffm3M2deDUIcM9MDgSvCCAzvSJJPxCIBwFkZjzyRJSlEygkNLvcs1vemvND6R2xJQR8JKBE5s6z70Nk+siYriGQNgLITJ8yjswsBayqZKyVWvMBOVpVZUZmZvqwCsW88HR9gp/Whx6BtQ99TfbJijmhqtZVIDONLjMis3aX3r9aZt7k23xKYv4enMbNwS0xa/PTu+G9hQCVmRYcfOgAAWRmB+CxKwRiSACZGcOkEXK7BAoJzUvu3i1vIzTb5ccG/hIwROY59yMy/cVM7xBIHQFkpk8pR2aWATZ7mXXdQFP2afeTdHTjJvtMYejYOL9AVU4WqnJ0VGbaLjMvtF++d6OC0/EkQ3O/bEWpvTI0J2yVzFQPAXJUZ+aftKgNxdvsA4C4ZyaHghcEkJleUKQPCMSHADIzPrki0vIIFBKaXe/eJW/P/r68ztgaAh4R+H7K57L97Ptly/wvuUemR0zpBgIQyBBAZvp0JCAzywOr31tS7ZkTfY5u8lWN1b0zl2k7JKKlytLsILNfXihmqkJb1GqbzDQufTdFpHH/zPx9LzP3xawVYz+za+NVr8rU32f7r8qLWnM3c47G5efqQUG5MTNb2C9LN/fjlaeZcwx4RwCZ6R1LeoJAHAggM+OQJWKslICb0FyyYpt0u3unvIPQrBQr+1VI4Pupn8u2cx6QLQsQmRUiZDcIQKAIAWRmETgdWYXMLJ2eeQm4VSK67F+gwjFzWbhTFjp7yItQ4+FCA+syUlLJTL0q0iYVMw8Eyt/HUklHp8xUoymJqW03uUXUpfDGE8yNp5pbY8zIzGylqT0GIx4qM505zCzhnpmFyLC8XALIzHKJsT0E4k0AmRnv/BF9+wQKCc3uCM324bGFZwQOTf1ctiIyPeNJRxCAgJMAMtPJxJMlyMxSMGbkX75aUrLyLy8EzapLyzaqa1f5Z+4XggTMilbjHpjZqStZaXmCuhGzEpqm9Mw8xMjYR62zSVQqMwsfQ9wzszAb1pRHAJlZHi+2hkDcCSAz455B4i+FQCGheeldO+RdKjRLQcg2HSBwaGqdbD33ISoyO8CQXSEAgfYJIDPbZ1TRFsjMirCxEwRKIqBkJvfMLAkVG7VDAJnZDiBWQyBhBJCZCUso0ylIwF1obpXL7tou784+VHA/VkCgIwQOTq2TzecgMjvCkH0hAIHSCCAzS+NU9lbIzLKRsQMESiZAZWbJqNiwHQLIzHYAsRoCCSOAzExYQplOUQKFhObld22XKQjNouxYWT4BQ2Se+zAVmeWjYw8IQKACAsjMCqCVsgsysxRKbAOByghwz8zKuLGXkwAy08mEJRBIMgFkZpKzy9zcCBQWmtsQmm7AWFYRgYNTv5CN5z4sm3nYT0X82AkCECifADKzfGYl7YHMLAkTG0GgIgJUZlaEjZ1cCCAzXaCwCAIJJoDMTHBymVpBAoWEZo/+W2Xq7IMF92MFBEoh8J0SmefVIDJLgcU2EICAZwSQmZ6htHaEzLTy4BMEvCTAPTO9pJnuvpCZ6c4/s08fAWRm+nLOjDMECgnNK5TQ/AShyXFSGQElMjecq0TmMtm7d6+on7FHjhyRY8eOifp9mH8QgAAE/CKAzPSJLDLTJ7B0CwERoTKTw8ArAshMr0jSDwTiQQCZGY88EaU/BNyE5tIVW6Vn/y3yHkLTH+gJ7vXbqUtkw3mPIDITnGOmBoEoE0Bm+pQdZKZPYOkWAiLCPTM5DLwigMz0iiT9QCAeBJCZ8cgTUfpHoJDQ7HXnZnnvk+/8G5ieE0Xg2/eWSNN5A2UTFZmJyiuTgUCcCCAzfcoWMtMnsHQLASozOQY8JIDM9BAmXUEgBgSQmTFIEiH6TqCQ0Ox952aZhtD0nX/cB1Aic/35jyIy455I4odAzAkgM31KIDLTJ7B0C4GszGyZ8qkcPHhQjh49yj15OCoqJoDMrBgdO0IglgSQmbFMG0H7QMBdaG6R6js3ITR94J2ULr95b4msQ2QmJZ3MAwKxJoDM9Cl9yEyfwNItBKjM5BjwkAAy00OYdAWBGBBAZsYgSYQYGIFCQrPPnRtl+iffBhYHA8WDwDfvLZW15z9GRWY80kWUEEg8AWSmTylGZvoElm4hwD0zOQY8JIDM9BChzUiwAAAgAElEQVQmXUEgBgSQmTFIEiEGSqCQ0LzyDoRmoImI+GBfv7dU1iAyI54lwoNAugggM33KNzLTJ7B0CwEqMzkGPCSAzPQQJl1BIAYEkJkxSBIhBk7ATWh+uWKLXHVHMxWagWcjegN+/d6XsvqCQVRkRi81RASBVBNAZvqUfmSmT2DpFgLcM5NjwEMCyEwPYdIVBGJAAJkZgyQRYigEXIXmciU0N8iMWd+EEhODhk/gq/e+lFUXDJKNC5bL3r17Rf0MPXLkiBw7dox71oefHiKAQKoJIDN9Sr8uM9/8ZK9cNZz7zviEmm5TSODbnoNl39R5xgOAfv75Z75MpfAY8GrKyEyvSNIPBOJBAJkZjzwRZTgECgnNqxGa4SQk5FGVyGy8YDAiM+Q8MDwEIOBOAJnpzqXDS5XMVJLl0KFD8tbsfcjMDhOlAwjkCXzTc7DsnTrPOL/Ueaa+fPMPApUQQGZWQo19IBBfAsjM+OaOyIMhUEhoXnN7k7xPhWYwSYjAKF9N+1IaEJkRyAQhQAAChQggMwuR6eBy9UVASZYffvhB3pnbKsdd/ZX85qoD8pur2uS3V7XKb/vsl9/12SfH99krJ/TZK7+vbpETq/fIH6r3yEnVu+Xk3rvkFKPtlKreO+TUXjvkj722y2m9tsmfem2TP/fcKn/puUX+2nOL/K3nZvn7FZvkdKNtlDOvaJYzezTLWT02yFk9muTsHk1yzuXr5dzL18l5l6+T8y9bKxdctkYuvGyNdLp0tVx06SrpfOkqufjSRrm4e4N06d4gl3RfKV2710u3biuke7cVcmm35XJZt+Vyeddl0qPrl3JF1y+lZ9el0vOSJdLbaF9In0vqpE+Xz+XKLp/LVV0Wy9VdFss1Fy+Say9eKNddvFCuv/gzuaHzArmx8wK5qfN8ubnzPLn5ok/llos+lVsvmit9L5or/TrNkds6zZbbO82WOzp9IndeOEv6XzhL7rrwY7n7wply9wUfyQCjfSj3na/aB3L/+e/LA+fNkAfPmyEPnTddHj5vutScO00eOfc9GXjuVHn03Kny2DlT5HGjvSuDznlHBp/9tgw5+20ZevZbMuzst2T4WW/KiLPekCF/f1VGnlUro/7xuow22mQZ+49JMvbM12Tcma/J+DNflQlnvipPnvGKTDzjZXnqjJfk6TNekmdOf1GePf1Fee70F+T505+XF/7+nLxotGflpb89Ky//7Rl55W9Py6t/fUpe++tTMumvE2XyXyfK6395Umr/MkHe+Mt4eVO1P4+Tt402Vt758xh590+jZcqfRsvUP42S9/40SqadNlKmn/aEzDhthLx/2gj54I/D5UOjDZOZfxwqM08dIh+fOkRmnTpYPjl1sMyuGiRzqh6XuVWPyadVj8m8Ux6V+ac8KgtOGSifnfKIfHZyjSwy2sOy+OSH5fOTHpK6kx6UL056QJac9IAs/cP98uUf7pdlf7hPlp94r6w4cYDUG+0eafi9andL4+/vklUn9JfVJ/SXNSfcKWtPuFPWHX+HrD/+dmk6/jbZcPxt0vy7frLRaH1l8+9ulc2/vUW2/PYW2frbm2Xbb2+W7b+5SXb85kbZ+ZsbZNdvbpDdx10ve467XlqOu072Hnet7P3/rpHW466V1uOukbbjrpGv1Ov0z4zzS13mgszs4A+sFO+OzExx8pl6KgkgM1OZdiZdJoFCQvNahGaZJOO5+YFpy6ThwiFUZMYzfUQNgdQQQGb6lGr1JeCf//yncU+RnS3fSvOWvbJ2w05pXLtVGtZskZWrN1taw+rNkm+bpGF16a1x9SZpXNVe2yiNq5xt1aqNUmlbvWqjrF7VXHFbs6pZnG2DrFmltcYNssalrW3cIOW1JlnbmGnrGpvEra1ZuU7+8LuTXdeZ269vbJJMWy/rG8trTY3rJdca1kuTa1snTQ3OtqFhnVTW1kpzQ8faxoa14mxrZGODS1u5RjZm26aVa6S8tlo2rcy3zStXi962NKyRrY1rZefaDbK3eYt8u7PFOL/UeYbM9OkHWQq6RWamIMlMEQIaAWSmBoO3EChCoJDQvO729fLBrK+L7MmqOBNQInP5+YNk8vCJ3CMzzokkdgikgAAy06ckqy8A5qXmhw8fNm6W/NVXX0lbW5u0trbSIshA3dT6xBNPJDcRzI15zqjzR51H6pdRdV6Z98tEZvr0gywF3SIzU5BkpggBjQAyU4PBWwi0Q8BdaG6W629fh9Bsh10cV7dNWyb1Fw6VqRNfkT59+kj37t1l2rRpPOwnjskkZgikgAAy08ck60Lzp59+kh9//NEQMErC0KLHQN3f9KSTTiI3ET8+1XmkzifzKYqITB9/iKWga2RmCpLMFCGgEUBmajB4C4ESCLgJzWXLN8sNt62VD2d9VUIPbBIHAm3TlsvyC4dJ82f5p5bPmzdPbrjhBunRo4d89NFHcZgGMUIAAikigMz0Odmm0FRVmupyWFp0GRw9elROPvlkchSD41SdT6ohMn3+AZaC7pGZKUgyU4SARgCZqcHgLQRKJFBIaN6I0CyRYLQ3M0Rmp+EWkXnkyJFc4cDixYvlxhtvlJ49e8rMmTOjPRmigwAEUkMAmRlQqtWXAFq0GahKv1NOOYU8xeRYDejUZZiEE0BmJjzBTA8CNgLITBsQPkKgRAKFheYa+fBjKjRLxBi5zVqnLZcvi4hMPeBFixYhNXUgvIcABEIlgMwMFT+DR4mAqppVMpN/EIBAegggM9OTa2YKAUUAmclxAIHKCRQSmjfdtkY+QmhWDjakPVunrZAvO42Q5s9WlPWwH1Nq9urVSz7++OOQomdYCEAg7QSQmWk/Aph/jgAyM4eCNxBIDQFkZmpSzUQhYBBAZnIgQKBjBAoJzZv7rZaPPj7Qsc7ZOzAC+6evkCWdRsiGMkWmHqCSmuqemkhNnQrvIQCBoAggM4MizTiRJ4DMjHyKCBACnhNAZnqOlA4hEGkCyMxIp4fgYkKgkNC8pd8qmYnQjHwWDZF50RPSvLC+rIrMQhNbuHAhUrMQHJZDAAK+EUBm+oaWjuNGAJkZt4wRLwQ6TgCZ2XGG9ACBOBFAZsYpW8QaZQKFhOat/Rpl5sdtUQ491bHtm14vX3goMnWYSmpef/310rt3b5k1a5a+ivcQgAAEPCeAzPQcKR3GlQAyM66ZI24IVE4AmVk5O/aEQBwJIDPjmDVijioBN6G5fPlm6duvUT5GaEYubUpk1l00yrOKzEIT/Oyzz5CaheCwHAIQ8IwAMtMzlHQUdwLIzLhnkPghUD4BZGb5zNgDAnEmgMyMc/aIPYoE3IXmJunXt0E+nkmFZlRypkTm5wGITH2+SE2dBu8hAAGvCSAzvSZKf7ElgMyMbeoIHAIVE0BmVoyOHSEQSwLIzFimjaAjTqCQ0Lytb4PMokIz9Oztnb5SFnceLRs8ukdmuRNSUvO6666T6upq+eSTT8rdne0hAAEIuBJAZrpiYWEaCSAz05h15px2AsjMtB8BzD9tBJCZacs48w2KQCGheXvflTJrZmtQYTCOjYAhMi8eE5rI1MNZsGABUlMHwnsIQKBDBJCZHcLHzkkigMxMUjaZCwRKI4DMLI0TW0EgKQSQmUnJJPOIIoFCQvOOvvXyCUIz8JS1TF8piy4eKxsWrvTkqeVeTcCUmn369JHZs2d71S39QAACKSOAzExZwpluYQLIzMJsWAOBpBJAZiY1s8wLAu4EkJnuXFgKAa8IFBSatyqhud+rYeinHQItMxpkYQRFph72/Pnz5dprrxWkpk6F9xCAQKkEkJmlkmK7xBNAZiY+xUwQAg4CyEwHEhZAINEEkJmJTi+TiwiBQkLzzltXyGyEpu9Z2qNEZpfxkavILDRxpGYhMiyHAASKEUBmFqPDulQRQGamKt1MFgIGAWQmBwIE0kUAmZmufDPb8Ai4Cc0VyzdJ/1uXIzR9TMvu6StlQZfx0hSxS8tLmbKSmtdcc41ceeWVMmfOnFJ2YRsIQCDFBJCZKU4+U7cSQGZaefAJAmkggMxMQ5aZIwTyBJCZeRa8g4DfBAoJzbtuXS5zqND0HP/u6Q2yoMuEWIpMHca8efOQmjoQ3kMAAq4EkJmuWFiYRgLIzDRmnTmnnQAyM+1HAPNPGwFkZtoyznzDJuAqNJdtlLtvWSZzPtoXdniJGX/X9AaZlxWZ+/btE/Wz7siRI3Ls2DH55ZdfYjlPU2peddVVMnfu3FjOgaAhAAH/CCAz/WNLzzEjgMyMWcIIFwIeEEBmegCRLiAQIwLIzBgli1ATQ8BVaC7fKPfcskzmzkRodjTRhsi85EmjIjMpIlNnoqTm1VdfLUhNnQrvIQABZCbHAASyBJCZHAoQSB8BZGb6cs6M000AmZnu/DP78Ai4Cs1lG2XALV/K3I/2hhdYzEfeOb1R5iZYZOrp+fTTT5GaOhDeQyDlBJCZKT8AmH6eADIzz4J3EEgLAWRmWjLNPCGQIYDM5EiAQHgECgnNe29ZKp8iNMtOjCEyu06U9YsaJIkVmYWAKKmpqjRVtaZ6zz8IQCCdBJCZ6cw7s3YhgMx0gcIiCCScADIz4QlmehCwEUBm2oDwEQIBEygkNO+7eQlCs4xc7JjRKLMveSp1IlNHpO6jidTUifAeAukigMxMV76ZbRECyMwicFgFgYQSQGYmNLFMCwIFCCAzC4BhMQQCJOAmNOuXbZT7b14i86jQbDcTO2asktldn061yNQhITV1GryHQHoIIDPTk2tm2g4BZGY7gFgNgQQSQGYmMKlMCQJFCCAzi8BhFQQCJFBYaH4h8z5qCTCSeA21fcYqmYXIdE2akppXXnmlXHPNNaIeGsQ/CEAg2QSQmcnOL7MrgwAyswxYbAqBhBBAZiYkkUwDAiUSQGaWCIrNIBAAgUJC84Gbv5D5CE1HBgyR2e0ZKjIdZKwL5syZg9S0IuETBBJJAJmZyLQyqUoIIDMrocY+EIg3AWRmvPNH9BAolwAys1xibA8BfwkUEpoP3lQn8z/c4+/gMep9+4zV8nFXRGY5KTOl5rXXXivz588vZ1e2hQAEYkAAmRmDJBFiMASQmcFwZhQIRIkAMjNK2SAWCPhPAJnpP2NGgEC5BAoJzYdu+lwWfITQ3DZjtczs9pysS9lTy8s9jgptP3v2bOnTp48gNQsRYjkE4kkAmRnPvBG1DwSQmT5ApUsIRJwAMjPiCSI8CHhMAJnpMVC6g4BHBNyFZrM8fNNiWZDiCk0lMj9CZHpylCE1PcFIJxCIDAFkZmRSQSBhE0Bmhp0BxodA8ASQmcEzZ0QIhEkAmRkmfcaGQHEChYRmzU2L5bMUCs2tM9bIh92fl3WLGmXfvn2ifn4dOXJEjh07Jr/88ktxmKwtSEBJzerqarnuuutkwYIFBbdjBQQgEG0CyMxo54foAiSAzAwQNkNBICIEkJkRSQRhQCAgAv8/e28eZEWVpv93dHxjpmOmI+afiejonomZnpnu2Xqc0a7u6b2n52f3oKCCuAClqCyKrKKiiGWhiIoLrrT7BhaKGwLFvlNQ7Pu+CQhYUICiIopI6/uL92SeLW/ete69eTLzISK592aePOc9n/e8Z3nuuVkQM6sEGsWAQIkEwgTNtSt30B29m2hh48ESc43fbXsmb6IpnSBkVtJzM2fOhKhZScDIGwQqTABiZoUBI/v4EICYGR9fwVIQKBcBiJnlIol8QCAeBCBmxsNPsDLdBLIJmvW9m2hRCgRNIWRe/Cx2ZFYpDKSo2bNnT1q4cGGVSkUxIAACbSUAMbOtBHF/YghAzEyMK1ERECiYAMTMglEhIQgkggDEzES4EZVIAYHsguYiWtR4ILEE3p28iSZd/Cxtxk/Lq+5jFjW7detGEDWrjh4FgkBJBCBmloQNNyWRAMTMJHoVdQKB3AQgZubmg6sgkDQCEDOT5lHUJ8kEsgmaw3svpKYECprvTt5Mkzo/ByEz4kY9Y8YMiJoR+wDFg0AhBCBmFkIJaVJBAGJmKtyMSoKARQBipoUDH0Ag8QQgZibexahgwgiECZrrVu2kO3stpKYpydmhuXvyZpp48fMQMh1qv1LU7NWrFy1atMghy2AKCIAAE4CYiXYAAj4BiJloCiCQPgIQM9Pnc9Q43QQgZqbb/6h9PAlkEzTv6rWAFidgh+buyVtoYucXIGQ62jynT59OXbt2JYiajjoIZqWWAMTM1LoeFQ8SgJgZJILPIJB8AhAzk+9j1BAETAIQM00aeA8C8SEQLmjuoBG95tPiKfvjU5GApbsmb6G3IGQGqLj5EaKmm36BVeklADEzvb5HzQMEIGYGgOAjCKSAAMTMFDgZVQQBgwDETAMG3oJAzAiECZrrV+2gu2MqaAoh85IXaVPTBjp8+DBx/3Tq1Ck6c+YMffXVVzHzTnrMZVGzS5cu1Lt3b2pqakpPxVFTEHCMAMRMxxwCc6IjADEzOvYoGQSiIgAxMyryKBcEoiEAMTMa7igVBMpFIJugObLnPFoy5b1yFVPxfHZN2UJvdIaQWXHQFSxg2rRpEDUryBdZg0A+AhAz8xHC9dQQgJiZGlejoiCgCEDMVCjwBgRSQQBiZircjEomnEA2QfOennNjIWjunLKV3rjkJezITEg7laLmtddeS4sXL05IrVANEHCfAMRM930EC6tEAGJmlUCjGBBwiADETIecAVNAoAoEIGZWATKKAIEqEAgVNFfuoHt7zaNmh3dospA5AUJmFVpI9YuYOnUqXX755QRRs/rsUWI6CUDMTKffUesQAhAzQ6DgFAgknADEzIQ7GNUDgQABiJkBIPgIAjEmECportpBo3rNdVLQ3MFC5qVjadNiPCMzxs0ur+kQNfMiQgIQKAsBiJllwYhMkkAAYmYSvIg6gEBxBCBmFscLqUEg7gQgZsbdg7AfBGwCoYLmyh00quccWjp5n504wk87pmyj1y4dSxshZEboheoWzaLmZZddRtdddx0tWbKkuoWjNBBIAQGImSlwMqpYGAGImYVxQioQSBIBiJlJ8ibqAgL5CUDMzM8IKUAgbgSyCZr3OyJobp+yjV69dByEzLg1rDLZ29jYCFGzTCyRDQiYBCBmmjTwPtUEIGam2v2ofEoJQMxMqeNR7dQSgJiZWtej4gknkE3QfKDnbFo2eW9ktWchczyEzMj4u1SwKWo2Nze7ZBpsAYFYEoCYGUu3wehKEICYWQmqyBME3CYAMdNt/8A6ECg3AYiZ5SaK/EDAHQJhguaGldvpwYgEze1TtlPDZa9gR6Y7TcQJS1jUvPTSS6lPnz4EUdMJl8CImBKAmBlTx8Hs8hOAmFl+psgRBFwnADHTdQ/BPhAoLwGImeXlidxAwDUC2QTNh3rMouVV3KG5rXE7vSKEzI10+PBh4r7n1KlTdObMGfrqq69cwwZ7IiAwZcoUiJoRcEeRySEAMTM5vkRN2kgAYmYbAeJ2EIghAYiZMXQaTAaBNhCAmNkGeLgVBGJCIJugObrHzKoImp6QOZ42LoaQGZMmE6mZUtS8/vrraenSpZHagsJBIE4EIGbGyVuwtaIEIGZWFC8yBwEnCUDMdNItMAoEKkYAYmbF0CJjEHCKQDZB8+EeM2jZO+9WzNatjTto7GXjaQOEzIoxTmrGkydPpksuuYQgaibVw6hXuQlAzCw3UeQXWwIQM2PrOhgOAiUTgJhZMjrcCAKxJAAxM5Zug9EgUBKBbILmIz1m0PJJ5Rc0hZB5+asQMkvyFm6SBCBqShJ4BYHcBCBm5uaDqykiADEzRc5GVUHAJwAxE00BBNJFAGJmuvyN2oJANkHzoe6NtPyd3WUDtKVxB70EIbNsPJEREYuanTt3pr59+9KyZcuABARAIEAAYmYACD6mlwDEzPT6HjVPLwGImen1PWqeTgIQM9Ppd9Q63QTCBM2Xn36Vbm33Aq0og6C5pXEnvXT5a9iRme5mVrHaT5o0CaJmxegi4zgTgJgZZ+/B9rISgJhZVpzIDARiQQBiZizcBCNBoGwEIGaWDSUyAoFYEQgKmmPGjKGhN9TTY9dMa5OgublxJ70AITNWbSGuxpqi5vLly+NaDdgNAmUjADGzbCiRUdwJQMyMuwdhPwgUTwBiZvHMcAcIxJkAxMw4ew+2g0DbCJiCZn19PT399NO0ceV2evyaqbSyhB2aQsjsMoHW44/9tM0xuLsoAu+88w5dfPHF1K9fP4KoWRQ6JE4YAYiZCXMoqlM6AYiZpbPDnSAQVwIQM+PqOdgNAqURgJhZGjfcBQJJISAFzeuuu45mzZpFhw8fpo0rt9ETV7Oguavgam6euoue6/I6hMyCiSFhuQlA1Cw3UeQXNwIQM+PmMdhbMQIQMyuGFhmDgLMEIGY66xoYBgIVIQAxsyJYkSkIxIoAC5odOnSgnTt30ieffKIEzTFXN9KqAgTNTULIfIPWL94k7uV+5dSpU3TmzBn66quvYsUCxsafgBQ1+/fvTytWrIh/hVADECiQAMTMAkEhWfIJQMxMvo9RQxAIEoCYGSSCzyCQbAIQM5PtX9QOBAohwGLm2WefTadPnxYipClo/vHqKbRq4s6s2bCQ+WwXCJlZAeFCZAQmTpxInTp1IoiakbkABVeZAMTMKgNHce4SgJjprm9gGQhUigDEzEqRRb4g4CYBiJlu+gVWgUA1Cezfv1/szJQ/Oeddlaag+eTVU2j1O5mC5sapu+mZrm9iR2Y1nYWyiiZgiporV64s+n7cAAJxIQAxMy6egp0VJwAxs+KIUQAIOEcAYqZzLoFBIFBRAhAzK4oXmYNALAgsXbqU+vTpI2zNJmg+ddVkWm3s0GQh82kImbHwL4z0CLCo2bFjRxowYABB1ESrSCIBiJlJ9CrqVBIBiJklYcNNIBBrAhAzY+0+GA8CRROAmFk0MtwAAokj8Prrr9M999yj6hUmaG5auY2evmoyrZm4k1jIfKrr27QOz8hUzPAmPgTefvttiJrxcRcsLYIAxMwiYCFpsglAzEy2f1E7EAgjADEzjArOgUByCUDMTK5vUTMQKJTA6NGjaezYsVbyoKDZ2tpKW1bvoEcueoNGn/cabVy6FX/sxyKGD3EjIEXNgQMH0qpVq+JmPuwFgQwCEDMzkOBEWglAzEyr51HvNBOAmJlm76PuaSQAMTONXkedQcAmMHjwYJo/f759koiCguaxY8do18a9tH31bjp69Kh4rib+ankGNpyIGYG33nqLLrroIoKoGTPHwdwMAhAzM5DgRFoJQMxMq+dR7zQTgJiZZu+j7mkkADEzjV5HnUHAJnDJJZfQzp2Zf+CHU7GgyWuCL774gk6ePCkETP7jQPyez505c4a++uorO0N8AoEYEoCoGUOnwWSLAMRMCwc+pJkAxMw0ex91TysBiJlp9TzqnVYCEDPT6nnUGwQ0gf/+7/+mzz//XJ8IvJOC5pdffkmnT58WB7/ntQJfwz8QSBIBKWoOGjSIVq9enaSqoS4JJwAxM+EORvUKJwAxs3BWSAkCSSEAMTMpnkQ9QKAwAhAzC+OEVCCQVAL8LMzf//73eavHoiXvwDQPCJl5sSFBjAm8+eabdOGFFxJEzRg7MWWmQ8xMmcNR3ewEIGZmZ4MrIJBUAhAzk+pZ1AsEwglAzAzngrMgkBYCa9asoR49eqSluqgnCBRNwBQ1OV7wDwRcJQAx01XPwK6qE4CYWXXkKBAEIicAMTNyF8AAEKgqAYiZVcWNwkDAOQKTJk2i+vp65+yCQSDgGgEWNS+44AK64YYbCKKma96BPUwAYibaAQj4BCBmoimAQPoIQMxMn89R43QTgJiZbv+j9iAwZswYevbZZwECBECgQAJvvPEGRM0CWSFZdQlAzKwub5TmMAGImQ47B6aBQIUIQMysEFhkCwKOEoCY6ahjYBYIVInArbfeSjNmzKhSaSgGBJJDQIqagwcPprVr1yanYqhJbAlAzIyt62B4uQlAzCw3UeQHAu4TgJjpvo9gIQiUkwDEzHLSRF4gED8CtbW1tHnz5vgZDotBwBECr7/+OnXo0IEgajrikBSbATEzxc5H1W0CEDNtHvgEAmkgADEzDV5GHUFAE4CYqVngHQikkcBvfvMb+uijj9JYddQZBMpKAKJmWXEisxIIQMwsARpuSSYBiJnJ9CtqBQK5CEDMzEUH10AgeQQgZibPp6gRCBRKgEXM3/72t4UmRzoQAIECCLCo2b59e7rxxhtp3bp1BdyBJCBQHgIQM8vDEbkkgADEzAQ4EVUAgSIJQMwsEhiSg0DMCUDMjLkDYT4ItIHApk2biH9mjn8gAALlJzBhwgSImuXHihxzEICYmQMOLqWLAMTMdPkbtQUBJgAxE+0ABNJFAGJmuvyN2oKASYD/8A//ASD8AwEQqBwBU9Rcv3595QpCzqknADEz9U0AACQBiJmSBF5BID0EIGamx9eoKQgwAYiZaAcgkF4Czz77LI0ZMya9AFBzEKgigddee43OP/98uummmwiiZhXBp6goiJkpcjaqmpsAxMzcfHAVBJJIAGJmEr2KOoFAdgIQM7OzwRUQSDqB+vp6mjRpUtKrifqBgFMEIGo65Y5EGQMxM1HuRGXaQgBiZlvo4V4QiCcBiJnx9BusBoFSCUDMLJUc7gOB+BO45ppraM2aNfGvCGoAAjEkIEXNm2++mTZs2BDDGsBk1whAzHTNI7AnMgIQMyNDj4JBIDICEDMjQ4+CQSASAhAzI8GOQkHACQLnnnsutba2OmELjACBtBJ49dVX6bzzziOImmltAeWrN8TM8rFETjEnADEz5g6E+SBQAgGImSVAwy0gEGMCEDNj7DyYDgJtIPDZZ5/Rz372szbkgFtBAATKScAUNTdu3FjOrJFXSghAzEyJo1HN/AQgZuZnhBQgkDQCEDOT5lHUBwRyE4CYmZsProJAUgns3LmTLr300qRWD/UCgdgSYFGzXbt2NGTIEIKoGVs3RmI4xMxIsKNQFwlAzHTRK7AJBCpLAGJmZfkidxBwjS9RI98AACAASURBVADETNc8AntAoDoE5s2bR4MHD65OYSgFBECgaALjx4+HqFk0tXTfADEz3f5H7Q0CEDMNGHgLAikhADEzJY5GNUHAJwAxE00BBNwlsHnzZqrUsXTpUlq8eHFF8neXKCwDAbcJ7Nu3LyMmly1bRrNmzaKFCxfS2rVrM65Xqo8oJt8PP/zQbbApsQ5iZkocjWrmJwAxMz8jpACBpBGAmJk0j6I+IJCbAMTM3HxwFQSiJMB/aTxuBwsg+AcCIFAaARYz4xbzbC/EzNL8Xe67IGaWmyjyiy0BiJmxdR0MB4GSCUDMLBkdbgSBWBKAmBlLt8HolBCIo6gBMTMljRPVrAgBiJkVwZqaTCFmpsbVqGg+AhAz8xHCdRBIHgGImcnzKWoEArkIQMzMRQfXQCBaAkLMfLEvdbp3tr1b68W+VFNTQ31frO7Ozdn3dtK2hNm1Zo34CWy01FA6CMSXgCdmzqZRHfvSWGtnNp+roZqOo2i2db7SfcBY6lsjbQmzyysfOzPdaHMQM93wA6xwgADETAecABNAoMoEIGZWGTiKA4GICUDMjNgBKB4EchBgMZMFRC1a+oJGv7FC3Bzbr0aLi6bAwWJnIaKHEiT9fGtqhEjKQql3dKJRM6RYwmmMz+peed17xc7MHA7FJRDIQ8ATM8dSXzN+xZcXfuzNGEWdlLhox563kztwr9kviPf6OvctOtZlzAf6FC7b72/WrIGYmcd9kV+GmBm5C2CAKwQgZrriCdgBAtUjADGzeqxREgi4QABipgtegA0gEE5gVMefhIoNWoDoRH37dQoXLi0RIkz0WENrlCAZLlKM7WeLl7pcLXyY51h0hZgZ7kucBYFCCOxbMj5PzNdQTb++1FftzA7GrhYrhbjJ4qcSI7kf0NftL0r8PkL1CfyZ8w6PdRX3vuiKnZmFeLfyaSBmVp4xSogJAYiZMXEUzASBMhKAmFlGmMgKBGJAAGJmDJwEE1NLwBMeOlEnc5dWxk6rLEKlECIMMTJwH+/q1IJEX+ob+rNWeT//1FS+DxM9tA0QM1PbXFHxMhDgnZnicQ4dzR3ZOr683Zfm5yLETLHDU8a990WI3vXt5SnK9h9rIXZuWkJosCxtB8TMMji/DFlAzCwDRGSRDAIQM5PhR9QCBIohADGzGFpICwLxJwAxM/4+RA2SS2DNjFHU995R/k9OzV1SWlgM3V0lf07KPxe3xAgtPghRRO3CMkQKU/Ao6F47T4iZyW2PqFnlCbCYObZfXxolHy8RGo96d2XmT7/Na2uI+5D8OzP5ywopcsrnY9px7YmoRj8R+HIEYmbl20YhJUDMLIQS0qSCwOnTp+m8885LRV1RSRAAAY/AsGHD6IEHHgAOEACBlBA4cOAAxvqU+BrVjB8BT6iU4oQWEryff3vnx0rRIyAuyB1W1k/FA2n4Z+Zid2bHsJ2Zhpgh0ynBQwofwddO9NzizfEDDYtBwBEC+/YtFV9eqLiWXzj4oqTdJ3CMml9yBOPR/2x9KSGFy/CdmXrnZwH5yv6g31iCmOlGA4KY6YYfYIUDBLAz0wEnwAQQqDIB7MysMnAUBwIRE8DOzIgdgOJBIAeBsf2MZ2YKwVGKFbwzM5eYafwsPGNnli2AeH8pPbtwEfwZqhY7DLHTEEmxMzOHQ3EJBPIQ2LdpBnWSIiE/F7Of/4UDn+s31v+DYPILjrAYzH6NhVDvywvvL6Krz0Z54rolfoaVkXkOYmYex1bpMsTMKoFGMe4TgJjpvo9gIQiUmwDEzHITRX4g4DYBiJlu+wfWpZuAJxxKcaLwnZlyV6YUHvn5mKGipNz1Jf9KMe/AVEIGl6d/zi6e3xkUPczP/n0QM9PdZlH7thHw/pr5Gl+0NP5IV9admbJ/kAJj8LPuN+z+RJbBX3zon5YH+46sgqeIfd0/QMxsm9/LdTfEzHKRRD6xJwAxM/YuRAVAoGgCEDOLRoYbQCDWBCBmxtp9MD7hBJT44AsHndRfFs6xM5MFyYw/GGQLFlLkDPtr5kK86DeWWAD1dm1mE0nkefu5fBAzE94oUb2KEjDFTN4l2amjv5uS+4DQnZlB8TL4OZ+Y6ccvC5ohfQf3B6FfhKxZQ+YjLCBmVrRZFJw5xMyCUSFh0glAzEy6h1E/EMgkADEzkwnOgECSCUDMTLJ3Ube4ExjV0f+ZuRAntShhigiW2CCebal3WSnRkn8GHnYtuDOT0/EOMBZOwgTRjHO+oGn8lB1iZtxbHeyPksC+JeO9n4LzT8xfzNyZqb7gULEon4EpH0ER9mr2CVrs1H0H9y18n95pKfsOncb48sJ/rITZD0HMjLLV6LIhZmoWeJdyAhAzU94AUP1UEoCYmUq3o9IpJgAxM8XOR9WdJ2ALF56Y2bcfiw4sTkgRwxcghAhpihaZ4oMpaLJIIXZ+3Tvb/yMifUnkLUWSDFFTlhcmlui/mg4x0/lmBQMdJmDuzFRiZr++4gsG3ikt41Y/DiIkzo1n2Fp/7TwQ00KoFM/klCJmpqipyhO7w4OxL+9bgz8A5EibgpjpiCNgRvQEIGZG7wNYAALVJgAxs9rEUR4IREsAYma0/FE6COQiIHdHufGqd3Rl2IOdmbnciGsgUDABKWZmxJglUOYTMMt3XQievEM0pHzszCzYrVVLCDGzaqhRkOsEIGa67iHYBwLlJwAxs/xMkSMIuEwAYqbL3oFtaScQJiC4fg47M9PealH/thBwTcwstL/Bz8zb4vXy3Qsxs3wskVPMCUDMjLkDYT4IlEAAYmYJ0HALCMSYAMTMGDsPpieeQKFCgkvpIGYmvlmighUkADGzgnBTkDXEzBQ4GVUsjADEzMI4IRUIJIkAxMwkeRN1AYH8BCBm5meEFCAQFYG9e/dSJY7GxkZavHhxRfJme/EPBECgNAKViHfOc8uWLfTyyy9XLOaxM7M0f5f7LoiZ5SaK/GJLAGJmbF0Hw0GgZAIQM0tGhxtBIJYEIGbG0m0wGgTaRGDEiBE0ceLENuWBm0EABOJD4ODBg9ShQ4f4GAxLSyIAMbMkbLgpiQQgZibRq6gTCOQmADEzNx9cBYGkEYCYmTSPoj4gkJ8AxMz8jJACBJJEAGJmkryZvS4QM7OzwZWUEYCYmTKHo7ogQEQQM9EMQCBdBCBmpsvfqC0IMAGImWgHIJAuAhAz0+FviJnp8DNqWQABiJkFQEISEEgYAYiZCXMoqgMCeQhAzMwDCJdBIIEEIGYm0KmoEgjkIAAxMwecBF2CmJkgZ6IqbSMAMbNt/HA3CMSRAMTMOHoNNoNA6QQgZpbODneCQFwJQMyMq+dgNwiURgBiZmnc4nYXxMy4eQz2VozA6dOn6bLLLqtY/sgYBEDAPQJ9+vShIUOGuGcYLAIBEKgIgQMHDmCsrwhZZAoC7hK46qqraPjw4e4aCMtAAATKSmDVqlUY68tK1M3MIGa66RdYFQEB7MyMADqKBIGICWBnZsQOQPEgUGUC2JlZZeAoDgQcIICdmQ44ASaAQBUJYGdmFWFHWBTEzAjho2i3CEDMdMsfsAYEqkEAYmY1KKMMEHCHAMRMd3wBS0CgWgQgZlaLNMoBATcIQMx0ww+VtgJiZqUJI//YEICYGRtXwVAQKBsBiJllQ4mMQCAWBCBmxsJNMBIEykoAYmZZcSIzEHCeAMRM511UFgMhZpYFIzJJAgGImUnwIuoAAsURgJhZHC+kBoG4E4CYGXcPwn4QKJ4AxMzimeEOEIgzAYiZcfZe4bZDzCycFVImnADEzIQ7GNUDgRACEDNDoOAUCCSYAMTMBDsXVQOBLAQgZmYBg9MgkFACEDMT6thAtSBmBoDgY3oJQMxMr+9R8/QSgJiZXt+j5ukkADEznX5HrdNNAGJmuv2P2qePAMTMdPgcYmY6/IxaFkAAYmYBkJAEBBJGAGJmwhyK6oBAHgIQM/MAwmUQSCABiJkJdCqqBAI5CEDMzAEnQZcgZibImahKaQT+9m//lv71X/+V/vmf/5m+9a1v0Q9/+EP6t3/7N/q7v/u70jLEXSAAAk4TWLRokYhvjvnvfOc79N3vflf0AX/zN39DW7Zscdp2GAcCIFAaAY5vHtv/8R//kf7iL/6CfvCDH4i451f8AwEQSB6BxsZGMdbzHP+v//qvifuAf/mXfxFj/v79+5NXYdQIBECAvve974mx/u///u/p29/+tljX83z/Rz/6EegkkADEzAQ6FVUqjsCAAQPoG9/4RsYxcODA4jJCahAAgdgQ4IlNMO7/4z/+Izb2w1AQAIHiCPTo0SMj5rkPqKurKy4jpAYBEIgNge9///sZcf/jH/84NvbDUBAAgeIIdOnSJSPmv/nNb9KoUaOKywipY0EAYmYs3AQjK0lg+fLl4tsaU9j493//d1qzZk0li0XeIAACERLo2bNnxmRn6NChEVqEokEABCpJYN68eWKHhjnWn3322bR9+/ZKFou8QQAEIiRQW1ubMdbffffdEVqEokEABCpJgHdkB7/E+OlPf0rvvfdeJYtF3hERgJhZJfBff/014XCXQa9evazJzg033AB/Od5mqxS6JReDeHc33tk3kyZNEj8xlcIGixobNmxA3CPuS455vhFx73bcd+3a1Rrrb7vtNvgMMY+Yd7wNtKVffeONN+gf/uEfVNz/5Cc/od27dyPuHfd5m4KyCje3pU3i3srPEy666CIV87wrk5+ZC+6V594WxqWGLcTMUskVeB879auvviL+4zJ8nDlzBoeDDBYvXqx2bPAzNebMmQM/Oegnjh8ZSxxXHF+u/ZMduYx7xLy7fV7v3r3VZKdfv36IeUdjXsa9jHlX417GPMZ6d2N++vTpxM/R4i8xzjnnHOKxH320m/7iOOKYknGPsd5NP8UhfszdmcOGDUPMY6wvuTvBuj4e/dCECROI/yYGj/U1NTW0ceNGxL2jcd/WsR5iZsndWf4bucNjB3355Zf0xRdf0Oeff06fffYZnTx5EoeDDK699lrR6fEzNOEjN9soxw/HEccTx5Vrixw5yeHJ/enTpxHzDsa5GduzZ88Wf/iLv8Bobm5G3DvqLxn3HFMcWy7GPcZ6N8cMM97l+yuvvFKM9bwrU57Dq1v+kzGPsd4tv8Q1TviXGPwlBn+BsWnTJsS9w2P9qVOnxPzZ9bGe7cS63u3+6ZJLLiHelTly5EjEvMMxL9f1pcY8xMz8mmRJKaSowYLLlCUnqPdDx6nXA8eo9/3HqNeoo9R71BG6VhytdN2oVrruvsPU577DdP19h8TR974W6sfHve9T/3vfpwH3HhTHwHsO0CBx7Kcb7vGOwfe8RzeOfI9uGrlPHDeP3Et8DBm5h265m4936da736WhfIzYTbeN2E3DRuwSx+0jdlIdH3ftoDvEsZ3q79pOw+/aRnfycedWukscW2jEnVvo7js3i2Pk8M10z/BN4rh3+Ea6j4/6DTSqfgPdX79eHA/Ur6cH7lhHD96xjh66Yy2NFscaeviONfRw3Wp6pG41PVq3ShyP1a2kx/m4fQU9cfsKGnP7cnH8cdgyelIcS+mpYd7x9LBmeua2Znr2tiXieO62xcTH87c10QtD+VhELw5dRC+JYyG9PHQhjb11gTjG3TqfXhHHPGq4hY+5NP6WufTqLXNoTM8JdPVZN9HTvd+gCUNm0etDZtEbQ2aK482bZ9JbN88Qx9s3T6eJ4phG79w0jSbdNFUck2+aSpNvbKQpNzZS441TxDH1xsk0jY/Bk2j64Ek0Y/A74pg5eCLN4uOGt2m2ON6iOTe8RXNveJPm8THoTZo/6A1xLBj0Oi0cyMcEWjRwAjUNfE0ciwe+SksG8DGemgeMp6XiaKBlAxpoWf9XaHn/V2hF/3G0UhxjaVX/sbSq38u0ut/LtKbfS+JY2/dFWieOF2h9Xz6epw19n6eN1z9Pm65/Thybr3+W+Nhy/TO0tQ8fT9O2Pk/TdnE8RTuue4p2XvekOHZd90fazce1Y+hdcTxBe659gvZe+zjt46P3Y/SeOB6l/b0fpQO9HxHHwV6P0Pu9HhZHS6/RdEgcD9Hhng9Ra88HxXGk5wN0tOeDdKznA3S890P06cwVzgmaHPfcGfMkh2O+94MfUi8j5r24t2O+T5aYl3E/8J6DJOM+GPMy7m8euc+P+b00RMT8HhHzXtzvptvu5rjXMe/FvR3zKu7v3ObH/FYR8zLuOeZHGjEv455jXsa9GfMP3rHWj3s75h8xYl7EvR/zVtzf7sW9GfNhcf88x72I+SYR817cezH/sh/zY2+dT17cz6OGW3XMy7gf+KsRdMu599OEIbNFzMu455h/04h5Ffc36bgXMX9TI03hw4h5Efd+zE83Yl7EvYr5t0XMq7gPxLyI+0Gvi5iXcb944Gu0WMT8qyLmvbi3Y355/3F+3NsxL+N+bb+XSMa9F/MvqJjfmBHzz9IWEfPP2DHfh+Nex7wX92Po3es47r2Y33Pt417cq5h/TMS8jHuO+YNGzMu455iXcX+k54PEcX+s54P0Qa8HRdxzbHGMcay58E+O9Sy0jp9zgnpxzKux/kjOsb7vfYdIjPX35h/reZzPN9ZzvEcz1q+rwFjfTGExX/RYL8Z5Hfc81j929Xi65j9vpuf6vF3iWN9ojfVTb5xChY71HO9mzM/zx/n5g16nao71PM7nG+t5nPfG+qdou4j57GM9j/OFjfXeOM/jvYz5Q710zPN4HxzrTy7bjLFeze/Dx3oxv+dxvoCxnuf3Yo6fY6w35/eVGuv/ePty+mPYWH+bnuM/d9sSf36ff6zncT58rJ8j5vj9f3En1Z33sKNjvTe/L89Y78/vqzTW8/xezPFzjPXm/F7Gfbax/kNjrOcvCV0a69keHuufmvRx3rGe1/RyXR/lWM9zezW/z7KuH3knz+8D6/r6sHW9t6bX83te29tz/OLX9SWM9beGrOtDxvpHur9CPf5rCL3Uf3Ibx3q5pi/vWM/xLmOe1/a51vW8ps+3rjfn9+vEmt6b3xc11l+n5/e8tg+u6wsZ6w/21vP793uNzjnW8/xerutPbnq3pLEeYmaFVkPc+XKnx2rz2ws+pKtGfUyTlnxBk9VxiqYs0Ufjks9JHlOXfE5TF39G04xj+uKTJI8Zi0/SjMWfimNm06fkHSdoVpM+Zjd9QvKY0/QJzVn0sTjmLvqYvOMjmrfIO+Yv+ojmLzoujgULj5N3fEgLF+pj0cIPSB5NCz+gpgXHxLF4wTHyjqO0ZIE+mhccIXHMP0JLxdFKy+brY/n8wySPFfMP04r5h8Sxct4h8o4WWjVPH6vnvU/yWDPvfVoz96A41s49SN5xgNbN9Y71cw/Q+rn7vWPOftogjvdo4xx9bJqzj+Sxec4+2jx7rzi2zN5L3rGHts7Wx7bZ75I4Zr1L28Wxm3bMMo9dtHOWd+yatYt2zdwpjt0zd5I83p25g+SxZ+YO2jNzO+2ZsZ32qmMb7Zuhj/dmbCU+9qtjC+2fvoUO+MfB6ZtJHu9P30zvT98kjpbpm6hlGh8b6ZBxHJ62geTROm0DtU5bT61T19MR/zg6dR2Zx7Gpa4mPD/ho5GMNfWgcxxtXkzw+alxNHzWuoo+mrKKP1bGSPpmijxNTVpA8Pp28gj6dvFwcJycvJz4+m7xMHZ9PXkafT15Kn09aSqfU0UxfTPKOj7uOpA8blwjR0JXJjilqnDhxgn414BhNai4u5u241zHPsS9jfkYZYp5jX8b8fBXzHPs65jn+rZgPiXs75o96Mb/gCC3lo9C4VzF/KBDzLYGY9+Jex/xBFfMc+yruVcxz7OuY5/i3Yz4z7u2Y3xOIeY59M+Z3q5jn2BdxP8uOexnv8lXE/MzttJcPEfc63jn2ZczruLdj/oAR8xz7YTFvxr2Md371Yn6DFfMc+3bMrxMxL+JexLwd98cb16iY59gXca/i3Yt9O+ZX6pifsoI+5cOP95xxPzk87j+8qI44tngx4cruTI57Fld5rB874zgNfOJE1rG+cckpNc7zeF+psV6P8zzex3+sN2N+rT/OWzE/V47z2WOeY78cY70c51XMZ4z1epznuJcxr8f6bbTXGOfNuI9irD821Yj5Mo/1Xry3baz/qP1tdHzRWqfH+v/s9UHZxnpzfl+5sd4e5xcG5/f+WK/n98cC83tjrC9mjh/xWK/n93sD8/vyjvVqfh/pWG/P749kmd/rsX6NNcePeqz/oHYkffrpp06O9bxr/Im3PqDbX/jUqbFerum9+b2e45djXd+8QMd8c4kxv9JY0/P6Xq7p+VWu65M91ntremt+P0Ov6XltL9f03vw+fI5f6rre9bH+w18Poo/Wbi9prIeYWSExkxdavCuTf5Lx+pwjQsysUFHIFgRSR+CjLnfT0XcWivhyZZeW/AKDd44dP36cfjngGO08+KfU+QYVBoFKEDizbCsdu2CYiC2OMVfETDnW88LrhcajNOCJE5WoPvIEgVQSOH7+bXR03krxiCYXx/oPP/yQ/rP3B9R6/KtU+geVBoFyEzg9azUd6XIXffTRR+KRUi6M9XKzAq/r+QvVRya0CjGz3HVHfiCQVgIf/mogHVu5uaSxHmJmhVqNXOBwp/farMPU/b6PKlQSsgWB9BE43uVuOvTWPDGpkM/OjJqCFDN5h9axY8foF/2OQMyM2ikoPzEEWMw80mGoiC2OMRd2ZMsFDu8U/eSTT+i5ya004PFPEsMcFQGBqAkcP38otc5ZLnZpuTjWHz16lM7qeQxiZtQNBeUnhsDpWauo9fI76YMPPihpl1YlQJhj/ccff0yjXz0EMbMSoJFnagl88KuB1LpsvRjri/3iEmJmhZoNi5lygfPqzEMQMyvEGdmmkwDvzDz81jwhILi2wOGfoBw5coR+0f8oxMx0Nk/UugIEhJjZfiixeOCimMkLnGfeOYSdmRXwPbJMLwHemXl49jLnvrjkxZYc6yFmprd9oublJ8A7M1nM5E0BLo71vGP0ofEtNOx5/Aqj/N5HjmklwDszDy/1xExe1/MXCIX+g5hZKKki00HMLBIYkoNAEQRYzGx5c64QM+Xz84q4vSJJ5c5MucD5RT+ImRUBjUxTScAUMznGXNuZKcXM/o99nEr/oNIgUAkCvDPz0KylzoqZra2t2JlZCccjz9QS4J2Zhy8b7qSY+cUXX4ifv0PMTG3zRMUrRIB3ZrKYyb9ohphZIcjFZmuKmeNntGBnZrEAkR4EchBgMfOQ62Imdmbm8CAugUBxBGIjZuJn5sU5FqlBIAcB3pnpvJjZCz8zz+FCXAKBogjwzkyImUUhQ2IQiD0BuTMTYqZDroSY6ZAzYEriCPAzM93fmYlnZiau4aFCkRFgMbO1/a3iZ+bYmRmZG1AwCFSVAHZmVhU3CgOByAlgZ2bkLoABIFB1At7OzHXYmVl18jkKhJiZAw4ugUAbCWBnZhsB4nYQiBkB7MyMmcNgLgiUgUAsdmbiDwCVwdPIAgQ8AhAz0RJAIH0E8DNzB30OMdNBp8CkxBCIxzMzsTMzMQ0OFYmcQGzETDwzM/K2AgOSQwA7M5PjS9QEBAohADGzEEpIAwLJIgAx00F/Qsx00CkwKTEEsDMzMa5ERUCgIAKxETPxzMyC/IlEIFAIgVjszMQzMwtxJdKAQEEE8MzMgjAhEQgkigCememgOyFmOugUmJQYAnhmZmJciYqAQEEE8MzMgjAhEQgkigB2ZibKnagMCOQlgJ2ZeREhAQgkjgCememgSyFmOugUmJQYAtiZmRhXoiIgUBAB7MwsCBMSgUCiCMRiZyaemZmoNofKREsAOzOj5Y/SQSAKAtiZGQX1PGVCzMwDCJdBoA0E4vHMzKO08+Cf2lBL3AoCICAJxEbMxDMzpcvwCgJtJoCdmW1GiAxAIFYEsDMzVu6CsSBQFgJ4ZmZZMJY3E4iZ5eWJ3EDAJICdmSYNvAeB5BOIjZiJZ2YmvzGihlUjEIudmXhmZtXaAwpKPgHszEy+j1FDEAgSwM7MIBEHPkPMdMAJMCGxBPDMzMS6FhUDgVACeGZmKBacBIFEE8DOzES7F5UDgQwC2JmZgQQnQCDxBPDMTAddDDHTQafApMQQwM7MxLgSFQGBgghgZ2ZBmJAIBBJFIBY7MxP2zMzm+jpqzmhFzVTXrYFaMs5X4cSBBqqtCbOpCmU7U0Qz1dXUUE1UPqgiB4iZVYSNokDAEQL4mbkjjjDNiFTM5IG/Xk9FWsbVUg0PguqopYYD0toWauiWZZLQVCfuqR0XxfSlhRrqvYlTc71nr3zl+tQ1Sfv1qzovJj5mfeV7s976vvB3gYlbgGn4PXyWeeYpx8wraKs1UWmmOuFH6SP5SiRZBO0ojUGgrsFMzc/cJiwbzYvVex+PZ2YewTMzq9ckUFLCCcRGzMQzMxPeElG9ahLAzszCaPPcL/dc3Zzn+cKYWhME1gByjuqvAfTaQc6l+TXbPFfOU7PMhZvqLDub6808Q8S6nDbUZK4FpO0Sm/+Zyymcj7y5mFdZ7/B71NxcXDZ9EZ5enVVrBM2b8zJ9Yq+HTDuCfvZZG+tDVU6xdtk3lvUTxMz8OCsS71ysET+inQXbSiB+7XZNRIHr3po40L9wTAfz9ass17byNUjCLs+Io2C5Mm6ylMN21rTpCxIzzoJWEmW1MzNphGcMfsIK73Mz9y/ZuFXQWoiZFYRbatZRipl6cmAPfnLAszsJMyD5vTmxCHRAITB0WTW68ctORE6UMoLCHmClXRnZH2igunEtnnA3Tk+AbPv5Ltvu2vo6S8yV+WbeJ6+Yr5KHDnLRocu6GK9Z7SZ9r5mzem8MFubAQWH3NdVRXZNnU4MScaWNKsfiGeSZIOqJkm5DqrQcA5FKU+E32JlZPGBux/Zk3o6b4OKkZVyd8aVHcHDOUj63bUvs9spQsWK1O79/ydFfWP1L1sWTbYt9D/dn+fsxnUPAXn2hwHde36bqm+UuyxfB+qs+JiT2suRX7GnFKKNvLjan6qWPjZjp1DMzzV/PVgAAIABJREFUuT0G2r8Vg8a4za70x1zlVXOsUicz33B7sto8l6H6AbufkX2QaoOivRttPRgPhbTR4D01+YSLQB0sewPXCvgo5giqvtlusH1h19+YdxVS32xF5DqvGBmsc6V35FosdmY68szM3HNcc15qvuf4DPQRPKMMjP+h89PQNmLmZ7d5mVyPf5zWbI+mXfylvRcXdeN4Z6aZzu9TzFjh9s0xyK/B8/7njH5KGsSv8n7zXDHv/XKlzXIOLfs7rrPqI4M2BtYwfK+8z14jZBpk5Ssum/wz02eeMZmb74vNJzPnUs/gmZmFkStXvJv5ZLQnHhvNeCIvLlVbNjfwhKQNFTP99q7z8OvLcaHmv3pM5FiQNtr2Ge2Vy7buzezTFFUZ6/JVXSjijR/DZY93y4Rg/+hfDOHk9Rd+v6g4ZGMg+2WDn8haf2bOqg+ybKrcBzwzs3JsS845MjFTfjvhB5pXAa/hshgmgl1OugPBXzuuOXRSkw0CN3a9YOHJT4P305RAByGCXXWGXrDpIGmhhnF6F6kqKyRY2fa6Jq6L7uS8c95dqpPLcm9QrFFlBd8IdnXiJzUN/G1ufbM3QTLLlQxDJiF2h+rbKtIHO5paamgyJ166IxEmBfzj5evfY9piTPKKZ8A2ZevwgmDkZ77HnFjK89V7xTMzi2Xttz3Vbvl+75yaUHB7M65z3Oo49SYw5udQCwKxb5fBsRvSbqx7bJvYBmWfiOuQ+wOGWPcEruX/aJefP31pKbJNFLKdL62ULHcF/JwllXOn8czMElzijyEqhjgLy/+B9m5dC6bNXn5GzBn5cJsOLoY4J+seI31QVOB0Yfdb1lh9iHWlsA9m+YXdUUIquYAI3prtfDBdWz4H/NyWrKp8L3ZmhgMXcWXNA+15sZovHtCioJybinm0Guu5bWSbA2bOt2Uecq4g4jOvHWEx7OVtzyl0eVafJRB4bdisl02Grwfn1PZOMzN9oXZn2mHmot+zP1RasQnBv+avyeT1zHKZfcAHch3HWYh5j+FbXo/ItZzPXZYbPG+z1bZa78yyzA0V3CeqdZt1R8U/YGdmJuKgb1UcWrHnzY+DbSx3vJtxZbQzK1/vvGxn4ouNkHZo2iTaHrchlU8t1dXbO4r1Na//Mb9AkeKlJCE/yzjydlZKe2upwdjwJO/x1h+BNYOwyejvShz7lR1cWDnjXRvvr9EC9vP1rPMdvw+Uv7wN1tXIm9uI3S74YkCDMNJX4y2emVkNykWWEZWYGezEvM4iJBhUfcyJdGBAVWnC3vB9WfLNCDQjbZEdBz+7p84QNESHLgdYaxA2do5x+TJNluD0BgajQ8uoog7qIFPdoWfc5J0I2BVMZdUhr638c3sWVjVrtkdOUqwOVXyb7k+o8ubrWyVsZRFbDgr2qyzHroM/4VSM7avV+ISdmUVSFu2hISBCe5MY1Z45jdrF5Q2Ktf6jHsQgx5OSfD7nPNQiiW00yzD6AdN86x6vXPkYDG/A1Ymt2NGnrXfBe7yLXr7mZErV248bPbGSAqrfzo3JmLTLXmDI2PTqqr404b6OY1feL7kIzjLO5L2+lda3oT4L/sLD36lh9UUyP8HYnijquhl14PRW2br/s/KVPvb9In5ykq2vt8hX9gN2ZhbPVywAxgUWpYExmH0v+3mOr9pueke21y50O8lmAafTbc4WQbPFrHWPiBX/S02rP+ASs/QbpjEZ9/gXs8WguGzEBseoH0/CXhmz/CrjwRdgVT8hz3MZKl32fsZj6ce9vFfZYTD2WSj2VswanHPUTZfl9S/6s/Z1eB8mRWafjWWnCbx672OxM9OJZ2bqOWuod7i9qDHDTMttNtD+jHjQeZn36LP8jtuXjn9vHNSfjbQyVtQ8w7iW8dbLR8WbNQYFrsl6iTrWEv86S427ZiyH1osL9hmYokTAHq9fMDhZ1714kXXW8VZHzf56gO+X17VoIx+n5Zcv8zTXEBz/OeLQzNe7nW3x7MzoyxQLOe/QHL0xQPpY943SZmlaNV6xM7MQytJXWdIWGu/W7bI9WicL+5A1dnTbzmyrnLW8rtuijnk5T2YdwGuzdh4Gg8A4qfIwYkfEpegruCwZA/oLA7Ote7ETQbxbtAN2ymvZ5jv+WkCtU/y+Wc7v5O3iVeThzffqsqz/i/tVm5V7SR+wM7MkbJW9KSoxUynrSqTiYPQHt5BBUQ92nC5bZ2IEvcSWNZjCvjXw8uWOgssLDSyZr3zl/MVOTJ4occD5nVo37tS8Z2nanZqXN3dg3k9SZCcYePU7ttwdFRvhd5Jy8mV0iMFypcnq1ZyIqJPyjZ4kCA6WT4yOmZOLspm916EpBkLg9RZ+8tsqmbtXr8IYeIvE8M5ad/oyZ/3KZbDtwbJ1isq/i8czM48688xM2Wal7zwP6bgUn7m9qXbutcUGfwLBbbF2XEP+PwCQ0S/YZcj2afUBfqx7kw+7r7EXSbZIkq2V6YUEx75s354dqlxzomfV27SXY9WwR91jpgnaZNzD6QPly8mS7QddE/s8l8MLs/A/uqDZZK8bp1F1lsWoengn7DKNhanwZa141Ie8NcrX2IiZzjwzU44n/vgvnWf532tjcvIrxU+vzQT6AHl/yKtui/5Fqww55slY9NJYcar6ndzzh5CivVNWH2K0+awxaNdbjLWmmKns8WJLxK1VJ+O8/DJE3OOdVzFn3RPwg6pM4Ly4h3eYqQT6jdm/ZqubVaa81bY3Y+w38hV9Rjf/Vzby9ghfsTOzUPgy3sPSe/4XY6xop2ZavmbHppz/8i+TlCighDB9To5nXKLuA/yyTIFRjYOcUpcn5wN2GcaYy8lFO9dl2mlNEdWvN7dlFb/B8dlPY7woG/x7vH4pyEOuLzLPc1ZiDO0W3Ejg19NfD3Aaj5euv+Cs+g0jb3MNEejbgvXnz6YfvPrwmsnmGDpfN8rxrss+X+cp+oMq/90E7Mw0GmjWt2YMBxP5McgxW1C8+/dnbWu6bXrxwe3DKCOkb9BrCbO9czk83nltU+RlxqpRjWB7lZ91HMm8zHm+kYH11rPVjBOzH5JJzbbuxZGut0zDr3yN40vkp/obv55tjXezoBBxUlwO+EnNN0LSi3pkYSz7efVXUUS+4XW2zKrQBzwzs0Jg25JtpGKm1bHUUXOg4fPgpxcrvOuPGy93jPK9V3PZeYRy4DzlZCWYIOOa7khEJ1DEwMidi90BeeKmFPi8RZhcLPlpjQE6I1iDtmb5LDqALPXja5ZNeSZb5mRD3MvP/6lv9sTAXD8zF7YxO3tSojthcxFULAPPJ1pskSC0r+QZ+1UPRGJnR9ZO0r6r3J+wM7MYokY7sQYr2QbkQsEYxDgd+9b/ttXbScDpjTRhJuSIfTO5NyHy87Lu8WySg3NG/Icu1M2czUWVeT7Qro0y7TLMdEZbF1n5n1eaO1j5gsHXmKiZAolIZfRl2fpB+7xpi18Xttvo3z1OgXRG3TzbAn2oxdC7N7hAEvmKsvL42zerGi+xETMdeWam2Za4jcuYCooD6rwSGfw/POc/P1OMWWHCmuF0O4ayCAh+25XlWfeIMTSsP+BCAu3bKFe9tdq8OusJIcY4rsoMpjdiguurF2K+iCHGa4OhXND4cxl9T8BWqxyznzBstPqPcHZst45Rn5NhM+em6ua/N+uQwVDwNvPUC0LOR/rItDKq97HYmRnJMzO5PQV9GPgs52diTux9Gck77e2fF3KbDfbzWigJjX9rjm22DDme1JF6rJW0QSUzy9PleJdDYsQqy7zXi01rLu73FWbbF7FpfikpCpJ2Gm2dY0LZqtkWEgvN/Igtf13gxarxc3fffsWR+wRZjqqbXS/uo1W5Kj2n8X6BoUWUBvWHUkW1RFr/Fzj+z27lOs57NfmG7cIL+kM5rapvsDMzDLduk3osKFe8e+VxG6mr17/M8M9mbGJQbdkwU8SZbNfGeTn2iHVwvfkFv5/IGsfC68ixINuxLFuUx/2fHN+57Yf0h7p/0DEfzi/YB1qVsD5UNN6tkryYl182q0tcV1lvdZLfZKbP7hdvzqD48e3+vEAzszKv+AfszKw44uILiFTM5EYuBkPvGZjqD8eoQdGvjxAquPHLILYHMtl5hNfeHBQDKTICjdP6gpw1YQjcZ370g8rqdGTwyk4r0HHKTk5MBPiPAGV0bEFR0CzQeC/YeRO/nN9MS3uMW8VbcyJiXfMnD6YfrLQ2f9VZm/WQdfb5qAmPX07BDALtw+Jslif9ZuRvlmkuoKyqVvgDnplZBOCQWPIGK29wVxNjc/eEapcsbOgJc15/Z8S+UUbAZJVX8B62148tlca/N9fALLMP3uOdD9hhlGmnN9MZ/ZbIxP9cVTHT7LO4fC1Mst1eLJo2h+1sC0xaDL5yohk6eTEYSbZRvuKZmcXQ99qE1a/L8crwv25DnLcef/jxLvwMKjGJ5vRy3Mligh1D4YKcuNVoU/Y9Rhs20njFBeMwxIiMe/w0Rl35jCozmN5IF+xj5Geblb87o1JipsFblC99x3bLftqw2aqbxMPX1fht8OXrgXvlLaH5mBcjeI+dmYVC1/EbvIPj2duw4O/y53ak2hi3DbkGkHfqvET7s+aEnoBizgPFXaJt8ngl8/PaXEY69aWJVxbnHzqOSVNEOw6INoY9euzy27i/WcDP3asb56HqKzP2X30Wqm8IXC70I9dD/CpMlGOM1f5cSlyXXwqpOknukplfmpp/+eM5z8H8TQ12OcH7Ggz+9lxArufsenp2WuOEwZbPZ/qvUCKlp8POzELY6RgNpi4+3mU741/8mSI3ty9zDuqVZLVl+eUZj0t+u1ZtJtjORR+RGcsqvTUH8cv1Y0G2X7tsg4HVp4XbGeQkPwfHdnk+16sdh2WMd6vQcP4FPzPT943mqzP36mz/2k4w5g1Wcr6hk1flHZ6ZWRXMxRUSqZhpDUbeMyczBivVWI3BMDDgy84jW805GKTowGnUc2C4U1H5+wtpNZHwgl4Hl9lx2iWZg6753tttlL2DVQGpyvTyNevDHVHmrkRRC39ipztJTqvtDfs22Lbb+lY1cEl8NDrdjHoJbrJssyMz3/sDj1zUGGXIjr4QBp6QISdTMhOjPchT8pXbh+FX7zT7M5iHvKFyr9iZWThbu435C1kRG+xrLY6JmPBjxryH38v2H4yFTCuC7YE/Z8aqJaLl6C9MO7xnvIXlZVth3aMu2XU1JwNmvS27zF2WnI9q/3Ze4n4VF0Z9VXrPCNMuu0xlZOAxHFyOWV+TLb+XfrHtMeumczbuDdhl26/vCM/HuF7lt9iZWQTwQEx57dpvS5b/A+1Vjplmmoy8Mu3gNiT7CL6arX3rGDKERb6By5D9RKA8jpusQoQ0JXCPPG2Wx+d0DBr15gtGfW3bjdgy0gR3POt7jPScr2VXoExlpBGb0hbpB5+lZCvKkeOtZY9ZN5WxUd+AXaJv032/viM8H/N6td/HYmdmHJ6ZaQgF3I5km9LzQG4jci4n56BZ5rum2CbFDDUGmvl47c6OX+96xrPwjS/qrDZmlWXmHbBNpuOY8+NH15PvM8dSLsGPOyO97B+8OJPjq2eNFXuWgfq6ElbNuPft4vvVdcnMGsMle68/Uv5R9nl1V5tTOP7FjnG+T/tL+9OOZbX+MW3LqIeZT8bFqp2AmFkI6ny+0td1HHC+MobkqzxnxAe3EV9HMNustEq2ZS8mMscRe8w2y5E5cNs0ylOntc3quoxrP40s2/uo03tziEyhNMN+a9xk2zLt57y9uhkxqWz03lh2mDHV1ni3ymH7QjiZ5eVKz3WV8wUzHd8v+kiDn9+fcDLZD5q3VOM9fmZeDcpFlhGZmGk0SN1p+carBmxWRnc0wQasOhMzeeC96LSkeMoTIf4rWlyOPMevxsTcu50nEbrT4aBSz2zIlT/n4+ctfiYjFz/+PV7n4gdn0AZRnu4U8nVU5i4Vzp7Ty8mF1YkF7BUfA51vRhLpB35VE0BOZdiumHmdrRSjhQ2ig5J/1dzubIthkNE+hKG6PVh2Z+sUOVGua1Ym5fsQj2dmHon+mZkiDuw24k3iORa8tmUO9t4kpNEeQM0He1v9SxZ/ivag41vnH4h7+biJYKwaMWH1L4F4z1K6GIhlvHivXP9AXa3Ys2OM7/Fstu3Vu5yCfZzJl+/x+xnmEKhLGAvZr3B9zH7Gi0/dZ8nrqk4q/+x1M/mpstV9mqCZTtlsMdJpo3oXGzHTgWdmsj/NdqXaDo8rQf+L+KulJx/XY5zoI9QYxG3abONhLSAQQ0a75zat41HnY7U5FXPB2AqbP4SUH+xDpEgQqCuXacWBMQ+R7d621y7ftNnkK+4RvLLHovKBKFNz8Ppj4zPbrNjzXbofqh3n/bE+UYdsdePzsl4qn4BdnG2AmeRiMQpBXe1T2JlZKHFjYRp6i7wejGduG9z+5HW+2XvPz8w2/2iealcyvkIXvjI/bYSOD93uRHtTbVD/LF22Q3W32Z5luzZeM9JzntzuA/HhtXdjPOXrnE6mVwVqocW02+sXjDg10vNbvu7ZYswBjDT6uicWyBjneJNxHcZX2Sc4eJzk8wq5DxL5hu1G5XoZ/bC5njPfGyYqv2dbj9lpK/cJYmYhbM14DUsvr+ePd68NSq97YwXPd8XfaTDakFeKHI+MWAorXp3L7A/4UngblDZ712XfY8a4GUeynxKWh8SxndYzqOVAizX2mXkrk4sSM8sc76YR/rrF7BfEPIXravSBfN2bj0jfyfVX9v7KK8bnLfIz03o+zsbGMrGMHyBmlhFmubKKRszkhiw7GNnhGA00JNiVoBVyLbyzKRehPPn4wWouGDJFM9mJyACuFT+NEwHY5vroTlVayh2j16lIxlLIkx1H7lfVMfi2ZfKV9fA7Jn8Sp+6THaw5uAhO7GN5bzEM+B7ZPuT99m5bUXdVhiQR8upPtPy/RxuSoLynsDOzvDyRWxgB2b+EXcO5ahOIjZjpyDMzq+2fpJQnxnklAialVvGtRyx2Zlb9mZlyfp97zinmq6ote3Na+WxHs0UokV6mFXM+T/gPEwR4Lm7NzUVmOeaQZmH+e69MYy6d7XxoWV7iUNvE/Jr/mrmc2xqFq7ks2yrLDmFpzrGN23O99Wwx8/VT+/N4+WWoLRzJHPk+w16zzvJ+3zfSV2pd4PtK+8POS/RnQvgw8hfFcroC2g/fK9uFNLfCr3hmZhBwSBsNiFlK8FK+KjDeRbw0C1E8Y33LZvjtS7dfP25ku8xlh7qX217uOqj27Fc9uD7OaMeyfFlfVZbdpoP5WmRFHsG4sFJk/VCxeM9aYiUucBvhv5Ui+0KzDPZX2HkzTXnf45mZ5eVZltyiETPLYjoyAQHnCeCZmVG6KMukpIQFQKm10BObIiYuRRdW/cG8aBNTdAOemRmts6sTc7nqWJ1+R9RTLpBymYNrVSGAnZlVwZy1EG/R7l+WAkKVF7lZjcOFRBLAzsxEuhWVAoGcBPDMzJx4orkIMTMa7ig1HQSwMzMdfkYtQUASwM5MSQKvIJAeArHYmenEMzPT0yZQ02QTwM7MZPsXtQOBMALYmRlGJeJzEDMjdgCKTzSBeDwz82j0z8xMdCtA5dJEIDZipgPPzExTu0Bdk00AOzOT7V/UDgSCBLAzM0gEn0Eg+QTwzEwHfQwx00GnwKTEEMDOzMS4EhUBgYIIxEbMxDMzC/InEoFAIQRisTOz6s/MLIQc0oBAPAlgZ2Y8/QarQaAtBLAzsy30KnQvxMwKgUW2IEBEeGYmmgEIpIsAnpmZLn+jtiDABLAzE+0ABNJFADsz0+Vv1BYEmACemelgO4CY6aBTYFJiCGBnZmJciYqAQEEEsDOzIExIBAKJIhCLnZl4Zmai2hwqEy0BiJnR8kfpIBAFAfzMPArqecqEmJkHEC6DQBsIxOOZmUfwzMw2+Bi3goBJIDZiJp6ZaboN70GgTQSwM7NN+HAzCMSOAMTM2LkMBoNAmwlAzGwzwvJnADGz/EwLy7GFGrrVUTMRNdfXUE1NyNGtgVrE9VpqOJCZa3N9tvMheQXzr+eS8a/SBLAzs9KE255/y7ja8PizYiYz1sR9RcYR31M7jqM6+z8zroN9Q12TvK+FGurt/kHex2XodDI9ETXV+WU3U51VN91fePdx36TPmX2TzreZ6vz+ySjBKMM6m/FB2DpO2uNdlvbbiQO2cpkHGqjWtD/MDjuTqn6KjZgZ52dmNtVRTUjshbYhTmu2F/HeG3vzNYyssWTd6I3lDVbc6fHdShqwhfsC0Y8Y9qn+oanOi2Nu71xX+UpZYo90mcE8Vf2NWDFZ6fccb8G+Tufr1SVYvn09a9mGv3R5Fh2e7VBdTR7fKA7kMTHY1Rj1C+Zc6c+x2JmJZ2ZWuhmUmL8ZQ4ExT7ZvI35KLAS3lZkAnplZZqCpzi44rqYahtOVxzMzHXQPxMyInOIvVFisqGuSnZicyPPExlxQyOu2rdkWBNnO23fjUzUI4JmZJVIOCFZaRAvGBnligFzsy4m/9WrGUqY9hQgW2WKK71XiQ2bWoWey5SUTm9fN9xl2HmigunEtJNIYwqB5j87TECfr60KFyLD8a4PigBISdJ8UFFyVcGL5oIa00KAXbqLMcbY4WTuuwRA0dDlC6GB7lA1cO/O6rG20r3hmZg7+pgipxHWZXo5/8nOeV3F/c1bhvcYQ5cy2LeKjyW5zos0KsYDbphErwTZsflbigm6DMhbNGKjj9i3jyKyz/960TX/h4NW9ub6OmkV7b1BffmpR0+Bj9Ze1VFcf9oWGttPOwzgvsszsY0V6WQdOo/wYkjZbHobYGtZHqdpY8a3O6jfmdfN9xH0BdmZqF+FdsQT0mFjsnUgfHQHszIyOfeJK5rHMHGMTV8HkVAjPzHTQlxAzo3BKCzWME3syqUGIEVkWT0bHJhc8/GoulPR7vZvBWyiELzL4/mLFlygIJaVM7MwsxZMsapgCpPk5s12LmFDCglde8e1c73QszuLcAkz2eDVj3q9rYNcW7zwzF/2clxJ1eeJjCiv+e/HFSOC8ukcJKWyzWb5+r9JawoCx0FLiQVAA8XdJBfwQylLlYV8VdRUik+7LvJ1a2j4hiAbrbvSTdo7RfMLOzBzclQjmC2IZcW76Pkc+WS6Z8WImsePQizchFMpEKjbkCXMns3Eu7G3YvVK44/qa7TMQ47l2ZoZ+SdCtgZqDcwCVv45Tu76B+OE6BOzQ8wgjLfcRKm/+0qiOGg5k7ztqjB2Vph90v6Xt09dz5WfYEio011ID9xeqzwnpk8L8VaFzsdiZiWdmVsj7pWcbjFXMz0tnWe07sTOz2sSTU17o+B4yL9dz8uTUPe41wc5MBz0IMTMCp6iFhLFwC10QZdqmFwb883Qp+OhFAt9hn6/R4iWXqyb+mXnjTPkJxOOZmUedemammNwH2qk+x21dtnvPX/qa9h+fMxcFIo2x2NYp5bvci+qsEwpfWDPLkjmGv+ZbcLMdun46lr0dqEE7WJCpE7u7vdIsFsE+RX02bbD7Dmmzx8sQE6SwoYRIMw/vLmFr2I43MUEz61RDNWy3n2eGOONP6MKZynLZbt7VLi125zU2YmYUz8w0xyB+363W2I3AbV+PidljVsaqL2b57SVMkJPtg/OS72VMeeKc127M6/4ZbyekGqsDsaDs9NphbX2d9+WC+AIimNb7LMu3WqqMSdGP6LqrNLz7mvNWoqLZPwRjV3+26iPLUJkG3sifswdO5/+Y5Qug4JcNKv61fdIHYWVYtock4OtqHqP6I04o+4aQm6pwCjszqwA5sUXovk+079A+TY+hicUQs4phZ2bMHOasuf7YWPJY7GzFEmkYnpnpoFshZkbllBZqEc/B5E4sfPFj/kxOWmlO9PWCQC8SOJ0+792lvgEKCEQyT7xWjgB2ZhbPlttrxsJfCB/8jEhu6/ak3lrc+sXxOVMM8xYIIWKBNM9aFMuT+V89W+34y31X7gW3Zyf3B56tZizzNcXFFwz4M6eplX1INxY3vWdpWunZKF+Y8X7GnaXPUaJJSC0OcJ8ld0IF6sF5h/YvnvCkfMH3s4Al0tp5ZNgr+rIsdgYXe6Flh9ShCqdiI2ZG8cxMs53479nvXvvQC3p2E5+XcRDmNh0bXhsLtj+zPXl5ybbk9x9K5MuMX21ToGQj7sQVzoPbMz8HV8WGd4+2T+bh2xlsuyGfvbj2d0bKmPHTsbjp9QN2/JDoG72+g5/fGSbu8jnVh/hmqflBwA4rZvka9w1+HxKet90vy1p7r9x3aM6ZbHRq02/6rHynGWYyD/KQ91TnNRY7M/HMzOo0hiJL8fonHsftGMoVJ0UWgeQVIICdmRWAmrIs1dzEn8N643GOtUrK+LhYXezMdNArEDOjcYpeQHiTl9wTeE+I4EWImU5PdPQigWujz/t1kwsQhxb80VCvfql4ZmbxzDk21EJa3s5tWAht3NbtCb+YDATaNp/LyEPmFfbqixThi/QQezgPcY8/6VDCSDBzvfjOlrcWYbzFeAPvuPZ/PmnGshn7shRmlSlOMB+TE7/3hJxMAcDuO2S+6jVYLyXYGMKBZBfwgcVHZtjUoOqmd1Jp+xSjYF58v+jH6qhZvso8HXvFMzNzOIR9J31rvPfaOcdK4ZN4FRt+G/Xiw2iXhhlm7Kj75E4+1ab9G0T7Col5Ph8Q+1vGNYj2aMdVZsyH9UViDiB3ckomhs3iLdsWKFOJpgY/+UWFFH91Hb24CStf5S92d9t/ENDk5ZkUxpXraffFtvnBe3RfY9rHZam4Dwiq3nldhrCLn0EqH8Hh1M/Mh9KhWUvpxIkT9OWXXxLPraP+9/XXX9OZM2fos88+o9bWVjoLPzOP2iWZ5Yv+h5+JW0sN/rOvZXx4r8X1i5kF4EylCGBnZqXIJj1fPedVY7M5nvPcxB8L1fWkI4lR/fDMTAedBTEzCqcEFwG6Y9OTej2BFzsujN1WOo3caeLtxpDLETlehmLCAAAgAElEQVQR4pqJhYK/UJKLpyhqnNYysTOzeM+bbVberc9xrJixYbdxM33ZJgFBQc8vxBYSM+2SttivwQW+cVX9UTBZP85TiztiIS9/Vu0LLlZfIEWPbOKirIdYPPk/8w6IB54wGtYf+X2MuNd73q/8a+aivxGiAi/IzD4p8N60T/RJzIL/GFHgD5aoMgJ2WIKPnuwJBtY1g2kEb7EzMwd0c8JuvleTd93ec+QiLslxjnf86f4hPL7M2JH3cSZiTLQEOT/mRKzwH6IKtGHzs2xzGXHFu6NlDBtiooxLPw/rS4hAPNc1Bdp+4J5Mu7k2vu3+F5psg9U/cB4yBn24ioX58zbLL35CKfzKj35dasfJP8Ck/SZ8YXJSttv2NYhfpsgM9avpK32W3/k/a1f9g8FWJAz3vZ1H5T7FYmcmxMzKNYBSc+Yv+Ixdy+LLCj9OZXzac41SC8J95SYAMbPcRFOYnz+eIcbj43v8zNxBX0HMjMop/mKcJy1i8WD8tdLgYsJYaJgTfTnRMRcxXBvvvL8Ykgsuv5piERQ4FxWBNJQbj2dmHnHqmZneH30xxACxcNafg4M+fw4Klxwn5jlvga0X3LrtBUSxjEW4txPQzIvvFfkF44jtDIgFuhz5Lv+CW8V1ID8Z+/LV5GC+z+Ani/ZFF+/+TDtkvjK5eJVCjTzpT7z0rkr/gjovE+b4g0AqrbaBy7aEF8U24B/my/ebfsrL3LCpCm9jI2a68MxM5Wdj563vI69NhMWsl8CLk0D7MNtFje4XVJs3rgsxUYiIIWUE2z0XGXbOPK/atRRJtRCq+g9Rnn0+2PZVWs5Ptm3zfbb+R4mZXlzxs2gtwTQoSAbmGdyHiBiUZfp+8GmT9+WFMW8xr4uY1H20fY9M2FYx088nwFnXUfYn8lWWW51XPDOzOpyTWYoZG/rXFtnmAslkEL9aQcyMn8/csZjH0jpqDhnP5JxAzQXcMRqWEBHETAebAcTMCJwiJv5yAcUdmlwE+AsFc4GnFiiZdqqJTuCSOC9+zhm4ID62UEsTP3kQ/6pBADszS6QsYkQv+vWClfPz40QKE1a8eOXxZMCcCHiTAxlzxdnE95rli7xCF/y+yJnlmldq/oW2jGtboPTyZjvkdUFCChDMgjn43Ly/ai77Fb++QozhnVTMIcDQZ2nWU9xliS9mfoF6GBMyv7SMZwhmnpc21BE/40+VbeVlluO/z3pdlRDpm9iImY48M9N0lvkXxvPFLMcB7z602o1ox2Y79WNSnPfiX8aPyF/FTKBvCBMuw86x8fK8H3u8+1E8KkLuPJTXzbTGe6t/MdNyGpmnUS8hOsq/am71fb4g4ufh8dN9qCVUinyNOvtxzs/s43SKKdsgxVO2wSrPv5j1Rca3Z4PZH0sfhN1q8QhLIOOfX62+Nqx/CMugMudisTMTz8ysjPPbnKsfu4E2bcaJ+b7NxSGDshDAMzPLgjGdmcgvE+V4ZlCQsa7mKMY1vI2eAJ6ZGb0PMiyAmJmBpKonxMS9vs7fleQvLpSAYCw2QqySHV7wktphIRZAgcWMPGctAoI54HO5COCZmeUiWc18eGFhxo0RhxybeWJHTEBEGnsxb+08lHEoXw2RQMS19Sw4v+5mv8ATIGPnmUghrhu2CsHSE3Zkn1A3roHq+I+VBHdp+YKFJ2KYdpv5cSnGNcNm9Rw/TuLbxvU1BQy/FlrkFOm8/AUzyYJfVd5GeXyeuRr5WwKNKiDaN3hmZjX4e+3C+mNWKi51/AZFObZMxoLVNo22KKw3RUUVd5kin5XW6BtkGTLmVVlGXjI+gm1fpvXyMOPPq5e8zmWLezlWZEwIIVXHlF1//cWAN3cwYkvFm6iRYqS+IBHXNVdZL/vV7mv4ml2+Zi+f7Rmsu52f2QcbAjXXVT4zUwrGwmxtn8nIq1Hl/8fOzMozTm4J3HZ1rOu40OeSW/f41gw7M+Pru2gt53iXY5oxDss5sJrLRGslSg8ngGdmhnOJ9CzEzEjxo/CEE8DOzIQ7GNUDgQAB7MwMAMFHEEgBgVjszMQzM1PQElHFahHAzsxqkUY5IOAOAezMdMcXyhKImQoF3oBA2QnE45mZRx17ZmbZ3YAMQaBqBGIjZkbxzMyqeQEFgUB1CWBnZnV5ozQQiJoAdmZG7QGUDwLVJ4BnZlafed4SIWbmRYQEIFAyAezMLBkdbgSBWBKIjZgZxTMzY+lRGA0C+QnEYmcmnpmZ35FIAQIFEsDOzAJBIRkIJIgAdmY66EyImQ46BSYlhgCemZkYV6IiIFAQATwzsyBMSAQCiSKAnZmJcicqAwJ5CWBnZl5ESAACiSOAZ2Y66FKImQ46BSYlhgB2ZibGlagICBREADszC8KERCCQKAKx2JmJZ2Ymqs2hMtESgJgZLX+UDgJREMDPzKOgnqdMiJl5AOEyCLSBQDyemXkEz8xsg49xKwiYBGIjZuKZmabb8B4E2kQAOzPbhA83g0DsCEDMjJ3LYDAItJkAxMw2Iyx/BhAzy88UOYKAJICdmZIEXkEgHQRiI2bimZnpaJCoZVUIxGJnJp6ZWZW2gELSQQDPzEyHn1FLEDAJ4JmZJg1H3kPMdMQRMCORBCBmJtKtqBQIZCUAMTMrGlwAgcQSiIWYiZ+ZJ7b9oWLVJ4CdmdVnjhJBIGoC2JkZtQdCyoeYGQIFp0CgTATwM/MygUQ2IBATArERM/Ez85i0KJgZBwL4mXkcvAQbQaB8BCBmlo8lcgKBuBCAmOmgpyBmOugUmJQYAtiZmRhXoiIgUBCB2IiZ+Jl5Qf5EIhAohEAsdmbiZ+aFuBJpQKAgAviZeUGYkAgEEkUAPzN30J0QMx10CkxKDIHjXe6mljfn0ieffEKnT58mjreo/3399df0pz/9iT777DM6cuQI/aIf/gBQ1D5B+ckhwGJma/tb6ejRoyLGONY45qL8x+XLsf7jjz+mZ945RP2xMzNKl6DshBHAzsyEORTVAYE8BLAzMw8gXAaBBBLwdmauoxMnTtCXX35Z1Pz+Gwnk4USV5AKHxZbxM1qo+30fOWEXjACBJBDAzswkeBF1AIHCCWBnZuGskBIEkkIgFjsz8czMpDQ31MMBAtiZ6YATYAIIVJkAdmZWGXghxUHMLIQS0oBAaQTi8czMo7Tz4J9KqyDuAgEQsAiYYubnn38udkFjZ6aFCB9AIHEEsDMzcS5FhUAgJwHszMyJBxdBIJEE8MxMB91qipmvzjyEnZkO+ggmxZeAuTOTt6NzvEX9L+Nn5v0hZkbtE5SfHAJxETMHPHEiOdBRExCImICrOzPNR8qchWdmRtxKUHySCPDOzNbL76Rjx46Ri19cfvTRR/TQ+BYa9jzG+iS1O9QlWgJyZ+ann36Kn5lH6wpdOosrLLLwb/8hZmoueAcC5SDAz8w89Na8kp6tUY7yw/KQYiZPvngShmdmhlHCORAojYAQMzsMpQ8++MDJBQ4/UubZSYdpAP4AUGkOxl0gEEKAd2a2zllOpSxwQrIryyk51vPzsfkZvmfhZ+Zl4YpMQIAJ8M5MFjN5rD916pSTv8IY/eohuv2FT+EwEACBMhGQz8zksf7MmTN4ZmaZuLYpG57ssJjJTnl9zhFqd+txanfLB3TekA/o/CHH6PwhR6n9kKPU4eYjdMHNR+jCm1vpInEcpo43H6ZONx2ii8XRQp1vep8uufF9uvTGg3TpjQfoshsP0OWD91OXwfup6+D3xNFt8D6qvWEfXXHDXrpSHHuo+w176KpB79LVg3aL45pBu6jHwJ3Uc+BO6jVwB/XmY8B2unbAdrpuwDbqI46tdH3/rdS3/xbq13+zOPr330QD+m2igf020sB+G2hQvw10Q9/1NLjverqx7zq6iY/r19LN16+lIdevoVvEsZpuvX4VDe2zim7rs5KGiWMF3X7dcqq7bjndcd0yqufj2qU0/NqldOe1zXQXH72X0IjeS+ju3otpZO8mcdzTexHd22sR3ddrIY3qtYDu56PnfHqg53x6sOc8eoiPHnNpdI+59HCPOfRIj9nieLTHLHrsmln0+DUz6YlrZtKYa2bQmKun0x+vnk5PXj2NnuLjqqn09FVT6ZmrGunZqxrpyW4T6bnuk+n57pPphe6T6MXuk+il7u/QS1dOpJevnEhjr3ybxvFxxVv0yhVvUcMVb9J4PmrfoFdr36DXal+nCbUT6PXaCfRGt9fE8Wa3V+mtbuPpbT66NtDErg30TtdXaBIfXcbR5C7jaEqXsdTYZSxNvfxlmnb5S+KYfvmLNOOyF2nmZS/QzMuep1mXPU+zL3uO5vBx6bM099Jnad6lz9D8S5+hBZc8TQvF8RQtuuRJaur8JC3u/Eda3HkMLek8hpo7P0FL+bj4cVp28eO0/OLHaMXFj9HKTo+KY1WnR2h1p0doTceHaW3H0eJY1/EhWn/Rg7RBHA/QxoseoE0X3U+bL7qftlw4iraK4z7aduF9tP2Ce2nHBfeIY+cFI2lXh5G0u8PdtLvDCHq3wwja0+Eu2tuejztpX/s76b32w2l/++F04Px6OiiOO+j98+uo5bw6OnTe7eI4fN4wam13Gx1pdxsdbTdUHMfa3Uof/N+tdLzdrXT0nYVOLnB48vXhhx/SLwcco/M47odw3HPMH/NifshRumAIx32rH/dezHe86ZAf9xzzLdT5Rh33IuZvPCBivosZ8yLu9/px78V890Hvqri/ZtBu6jFwl4h5HfdezF87YJsf91vp+gEc91tU3Pfvv9mI+Y1+zG8QMT+47zo/7tfSzX057tf4cc8xv1rEvI57jvkVIuZV3PsxP/zaZj/ul9CIa2XMe3F/T+8mFfMq7nsuEDH/QM95ftzrmJdx/2iP2SrmvbjnmJ8hYl7FvRHzHPdP1k6kp7pN9GNexj3H/Dsi5lXcX/G2iPlXrnjTi3sr5u2455hXcd91vIp5EfeBmG+8/GUV99Mvf4lE3F/OMf+CiHkV94GYn3/J037cc8z7cX+JF/cc8yruL37CivkVgZhf3fFhFffrOo4mEfcdvbg3Y37zhaP8uPdiftsF96q433nBPeTFPcf83X7Mj6C9Iu7tmN9/fr0f9xzzd9D75+m492LejnsR8+1upQ/b3UrHLhhGx48fFwsc/sKQx9mo/5lj/QuNR42x3ov5co713Qa/R+FjvY55Hu/LMdaLcb7Esf72PoWO9YvVWM8xX8pYL2LeGutn5B3rn+k+JXysvzL/WM/jfGXGei/mCxvrn6KFMuaLGOtXdXqUvLFexzyP95UY63mczxzr76CDHPN5xvpj7YaSNdbPW0knT54seoFTqb5BiplyrGcxk8d6nt/bY/2RgsZ6nt/LOX7pYz3P7wsb63l+L+f4bR3reX7vzfFLHev1/L6Qsf4Rf45f7Fgv5vcFj/V6fi/m+FbMFzbWh83v8431PL8Xc/wix/pmOccPzO9zj/UPWXEf1VjP83s5xzfH+iNd7iLeAfnFF1+IX165MNabm5QemdCaMdbzmj7/ur6FLub5fZ51vXtj/Wq65frMdX2pY/29Yl2/sKh1vYx5va7PP9Y/feVkMb/PWNcXONa/Zq7ru8l1vTG/z7uu1/N7Xtt76/rwsZ7X9Jnr+qjGej2/57V96LperOnv8sf54Lq+iLH+/3h+P5RYzDy6YpP4A58QMys1eykyX+542Rm8S6tp3XGas+wQTVv0HjUu2EtT5r1rHY3zdlPwmDpvN3nHLpo6zzumzd1F+thJ0+bupOkhx4y5O8g8Zs7dQeqYs51mztlOszKObTR7TuYxZ842mjNnqz5mb6W51rGF5s3OPObP3kzBY8HszeQdm2jBrE20MORYNGsjBY+mWRupadYG61g8awMtnimP9bR45npaEjiaZ66n5pnrrGPpzHXkHWtp6cy1tHTGWlrmH83TVtMv/u1/aNmMNbQ8cKyYsYZWzFhtHStnrKaV0+WxilZOX0WrMo6VtHq6fayZvpK8YwWtme4da6etIPtYTuumZR7rpy2j4LFh2jLaMJWPpeLYOHUpBY9NU5speGye2kybpy5Rx5apS2hLo3kspi2Ni2lr4NjWuJi2NTZZx/bGJhLHlEW03T92TFlE5rFzykIKHrumLCTvWEC7pnjH7ikLaPdkecyn3ZPn07v+sbdxIb03rYkOzVlOx5vWifgqttMrMpSLSs6THf7r6rwje96KIzRj8QGaunAfNc7fY8U89wHBmOfPGTE/z4x5fp8t5ndaMc/xH4z5sLjPHvN23M+dY8b9FpobEvPcD+SL+fC4LyLmVdyHxzz3AcGY58/ZYp5j/7br76R7hjyYEfPcBwTjXsQ8x72IfS/mw+I+GPP8OSPuC4755eExz3EvYj9b3GeL+UDcWzHP8Z8Z89wHZI35xuwxvyMk5rkPKCbm90xZQPumLqKDM5vp6PxVIrY4xjjWXPhnjvWL1n5Is5e2iLF+SlExz7Ef3VjvjfN2zM+xxnmO/8xxPizmuQ8o61gfGOfLMdbPe3sJ/e857QqKeR730zDWB8d5L+ZzxH1JY70e53m8zzfW75++mA7PXUEfLV7vzA4t2efIsZ53ZMuxnuf38Rvrjfk9j/MFjPXzYzrW33D1rfRw/ZiC4l6N9WKOn21+vypjfu/WWK/n9zzXt+f34WN9zvl9Fcf6YwtWi80KLo71vCO7LGO9tab35vfZ5/jlWdeHjfX2mt71sd5e0+v5Pc/zM9f1UxvmUPtfdioo5jHWl3NdX/xY3zp3OR1fs62ksR5/zVzOTMr8ygscOdnhb5T5Gyb+6Wlra6s4Dh8+TDjcYvD+++/TWWedBb842jZl7HAccTxxXMmJjgvf2nIXIoUN3rHBixz+mcyRI0cQ8462Ke6DR4wYQY8//jji3lEfcdxzDHEscUxxbLn0BQbHPD8/j/si7pN45yj/9JTtxhjv1hgv/bFz5076+c9/Dv84HPMcP3EY63nDAsZ6N+Ncxrt8veWWW+jFF19E3Dsc9zzW8y+beEMAj/U8tro0v5djPf/qEmO9+3G/bt06+v3vf4+Ydzzm5VjPXxSU8ncwIGaWWcQ0szMXOdwps5N4scMHd4Q43GLw8ccf09lnnw2/ONo2ZexwHHE8sXjg0kRHipn8JQaLLfzzGF7oSLsR727Fu/THqFGj6JlnnkHcOx73HEscUxxbHGOuLHBk3MtFjjnWyzaGV7div6WlhX71q18h5h2PeTnW8+IGY71bMRTHPq2uro5effVVxL3jcY+xHrFerv5lx44d1K5dO8S84zHf1rEeYqapPlbgPS+4eOHFEzFehOFwlwEvlM855xz4KAbtlOPJNUFDdh+IeXdjPKz/HT16tNitEXYN59zyJeLeLX/ENT54l+9vfvMbjPUY6+WwXdIrxvp49Ud33nknvfnmm4h7x+NejvOY48crvlycD+zbt4/at2+PmHc85rntyLgvZaMCxMySpjDF3cSOweE+Aw6mH//4x/BVjNprcZFY3dSIefdjnn308MMP08svv4y4j0ncVzeKiysNMR+PmOfHlPz2t79FzMck5jmuXP6HuI9H3N9111309ttvI+5jEveI+XjElcv934EDB6hDhw6I+ZjEfKljPcRMl3tL2FZVAvytAIuZ+AcCIJAeAo888giNHTs2PRVGTUEg5QT4kTIsZuIfCIBAegjw87EnTpyYngqjpiCQcgIHDx4UYmbKMSS++hAzE+9iVLBQAhAzCyWFdCCQHAIQM5PjS9QEBAohADGzEEpIAwLJIgAxM1n+RG1AIB8BiJn5CCXjOsTMZPgRtSgDAYiZZYCILEAgZgQgZsbMYTAXBNpIAGJmGwHidhCIIQGImTF0GkwGgTYQgJjZBngxuhViZoycBVMrSwBiZmX5IncQcJEAxEwXvQKbQKByBCBmVo4tcgYBVwlAzHTVM7ALBCpDAGJmZbi6livETNc8AnsiIwAxMzL0KBgEIiMAMTMy9CgYBCIhADEzEuwoFAQiJQAxM1L8KBwEqk4AYmbVkUdSIMTMSLCjUBcJQMx00SuwCQQqSwBiZmX5IncQcI0AxEzXPAJ7QKDyBCBmVp4xSgABlwhAzHTJG5WzBWJm5dgi55gRgJgZM4fBXBAoAwGImWWAiCxAIEYEIGbGyFkwFQTKRABiZplAIhsQiAkBiJkxcVQbzYSY2UaAuD05BCBmJseXqAkIFEoAYmahpJAOBJJBAGJmMvyIWoBAMQQgZhZDC2lBIP4EIGbG34eF1ABiZiGUkCYVBCBmpsLNqCQIWAQgZlo48AEEEk8AYmbiXYwKgkAGAYiZGUhwAgQSTYDFzCFDhiS6jqgcEcRMtAIQ8AlAzERTAIH0EYCYmT6fo8bpJgAxM93+R+3TSWDgwIE0ZsyYdFYetQaBFBJ47733qFOnTimsebqqDDEzXf5GbXMQgJiZAw4ugUBCCUDMTKhjUS0QyEIAYmYWMDgNAgkmgJ2ZCXYuqgYCIQSWLl1Kffr0CbmCU0kiADEzSd5EXdpEAGJmm/DhZhCIJQGImbF0G4wGgZIJQMwsGR1uBIHYEoCYGVvXwXAQKInAE088gd3YJZGL100QM+PlL1hbQQIQMysIF1mDgKMEIGY66hiYBQIVIgAxs0JgkS0IOEygR48eeH6ew/6BaSBQbgLt2rWjrVu3ljtb5OcYAYiZjjkE5kRHAGJmdOxRMghERQBiZlTkUS4IREMAYmY03FEqCERJ4OWXX6bRo0dHaQLKBgEQqBIBjvU77rijSqWhmCgJQMyMkj7KdooAxEyn3AFjQKAqBCBmVgUzCgEBZwhAzHTGFTAEBKpGYMGCBTRo0KCqlYeCQAAEoiHAQmb37t3p1KlT0RiAUqtKAGJmVXGjMJcJnD59mv7whz+4bCJsAwEQKDMB/uYWuzXKDBXZgYDDBA4cOICx3mH/wDQQqASBRYsWUYcOHSqRNfIEARCImMD+/fuJd19zjNfV1dHnn38esUUovloEIGZWizTKcZ4AdmY67yIYCAJlJ4CdmWVHigxBwGkC2JnptHtgHAhUhMCZM2fonHPOoa+//roi+SNTEACB6hA4duwYNTU10VNPPUUDBgyg//3f/yV+PubIkSNp7dq11TECpThDAGKmM66AIVETgJgZtQdQPghUnwDEzOozR4kgECUBiJlR0kfZIBAdgc6dO9PSpUujMwAlgwAIFEXgs88+o1WrVtHYsWPplltuofbt29Nvf/tb6tu3r/hL5fz4iCNHjhSVJxIniwDEzGT5E7VpAwGImW2Ah1tBIKYEIGbG1HEwGwRKJAAxs0RwuA0EYk5gxIgRNH78+JjXAuaDQDIJ8K7pLVu20BtvvEHDhw+nSy+9lH7605/S1VdfTQ8++CBNnz6d9u3bl8zKo1YlE4CYWTI63Jg0AhAzk+ZR1AcE8hOAmJmfEVKAQJIIQMxMkjdRFxAonMD8+fPp+uuvL/wGpAQBEKgYgT179lBjYyPdf//94g/21NTU0OWXX078pcNbb71F27Ztq1jZyDg5BCBmJseXqEkbCUDMbCNA3A4CMSQAMTOGToPJINAGAhAz2wAPt4JAjAmcPHmSOnXqRCdOnIhxLWA6CMSPwKFDh2jevHn0+OOPU58+fejXv/41XXjhhTR06FB65ZVXaM2aNfjr4/FzqxMWQ8x0wg0wwgUCEDNd8AJsAIHqEoCYWV3eKA0EoiYAMTNqD6B8EIiOwA033EAzZsyIzgCUDAIJJ8BjLD+b9vnnn6fBgwfTH/7wBzr33HNp0KBB9Mwzz9CSJUvo+PHjCaeA6lWLAMTMapFGOc4TgJjpvItgIAiUnQDEzLIjRYYg4DQBiJlOuwfGgUBFCfDPV2+//faKloHMQSAtBE6fPk3r168Xz6IdNmwYdezYkX75y19S79696dFHH6U5c+bQ+++/nxYcqGcEBCBmRgAdRbpJAGKmm36BVSBQSQIQMytJF3mDgHsEIGa65xNYBALVItDa2kq/+c1vqlUcygGBRBHYsWMHTZw4kUaOHEldu3als88+m6644gq67777aPLkybR79+5E1ReVcZ8AxEz3fQQLq0QAYmaVQKMYEHCIAMRMh5wBU0CgCgQgZlYBMooAAYcJdO/enVasWOGwhTANBKInsH//fpo5cyaNHj2aevbsST/72c+oc+fOdMcdd9CECRNo48aNxGtn/AOBKAlAzIySPsp2igBvle/SpYtTNsEYEACByhKAmFlZvsgdBFwjcODAAYz1rjkF9oBAFQlcddVVdNNNN1WxRBQFAm4TOHbsGC1atIieeuop6t+/P/3ud7+j8847j26++WZ68cUXhfj/6aeful0JWJdKAhAzU+l2VDqMAHZmhlHBORBINgGImcn2L2oHAkEC2JkZJILPIJAuAtu2bRPP9ktXrVFbEPAInDx5klatWkUvv/wyDRkyhNq3b0//8z//Q3379qU//vGPtHDhQjpy5AhwgUAsCEDMjIWbYGQ1CEDMrAZllAECbhGAmOmWP2ANCFSaAMTMShNG/iDgPoEOHTrQrl273DcUFoJAGwh8/fXXtHnzZnr99ddp+PDhdMkll9BPf/pTuuaaa+ihhx6i6dOn03vvvdeGEnArCERLAGJmtPxRukMEIGY65AyYAgJVIgAxs0qgUQwIOEIAYqYjjoAZIBAhgfvvv1/8fDZCE1A0CJSdwJ49e6ixsVH8VJyfDfvjH/9YPFZlxIgR9PbbbxPvSsY/EEgSAYiZSfIm6lISgX/6p3+ib33rW+L45je/KV7//M//nH74wx+WlB9uAgEQiA+BPn36iJ/ZxMdiWAoCIFAKge9///vEYzsf5lj/ox/9qJTscA8IgECMCTQ3N9O3v/1t+sY3viGOW265Jca1gelpJHDo0CGaN28ePf7443TdddfRr3/9a7rwwgvptttuI57brl27lr744os0okGdU0QAYmaKnI2qhhO488471WRGTmr+3//7f3TPPfeE34CzIAACiSGAnZmJcSUqAgI5Cdx4440ZY/1f/kSr6c4AACAASURBVOVfimeE5bwRF0EABBJD4Dvf+U5GP/Bnf/Zn9NxzzyWmjqhI8gjwLwqWLl0q2ungwYPpD3/4A5177rk0aNAgevbZZ2nJkiV0/Pjx5FUcNQKBPAQgZuYBhMvJJ7B3716qqamxJjf8PJGtW7cmv/KoIQiknADEzJQ3AFQ/NQT4uWFnnXWWNdbzTpaWlpbUMEBFQSDtBJ5++mn6wQ9+YPUD3/3ud2ny5MlpR4P6O0Lg9OnTtG7dOho/fjwNGzZM/LGqX/7yl3TttdfSo48+SnPmzMG45YivYEb0BCBmVsEH/PBdHG4zuPvuu9XEhndlPvDAA/CZ4+22CqGLIlJAAGJmCpxcpSpinHd7nGf/DB06VI31vCvzqaeewliPsb5KPURmMegzoukzHnvsMeLHTshfY/GjJvbt24e+wPG+oNB4yYw0t8/s2LGDJk6cSCNHjqSuXbvSOeecQ1dccQXdd999QmTfvXu32xWAdSAQIQGImRWGzx3vV199RfzHZc6cOUNffvklDgcZrF69mn7yk5+Iic3PfvYz4t2a8JV7bZVjiA+OJ44rji/8A4G2EICY2RZ6uFcSwFjv3ngRNobzc/L+67/+S4z1vCuztbUVY72Dc7Kkj/XB/gLrg+r3H7yJ4Xvf+57oC37+85+jH3CwHwjrw7Odi0ufsX//fpo5cyaNHj2aevToQbzm7Ny5M91xxx00YcIE2rRpk1jjyLkFXkEABHITgJiZm0+brvJkhUUX3i7++eef08mTJ+nTTz+lEydO4HCQQX19vfijAMOHD4d/HPQPxw3HD8cRxxPHFccXBM02dVOpvxliZuqbQJsBYKyP15yGn53Jf/SPF5OYj7npOznWnzp1SohMSRrrpZDJ4gv/cY7PPvsMa4OI5pw333wz/dVf/RVdeuml6Asi8kG5+mDuMziWZJ/hwoaHY8eO0aJFi+jJJ58Uf138d7/7HZ133nnE7e6ll16iFStWiNhv8yQEGYBAiglAzKyQ8+VkhQWXyYs/of/o+QGdxcc1R+k/rzlC/3VNK53Nx9WH6cfiOEQ1V7fQT656n3561fv031cdpJ9ddZB+3v0A/aL7fvpl9/30q+7v0a+u3Ee/vnIf/ebKvfTbK/fS/1yxh353xbv0v1fspv/vit10bu0u+r04dtIfanfQ/3XbTu26bafzum2j87tto/Zdt1KHrv8/e+cZJMWRpv9/3JeLu4/nPl1crHZ1e7vaXQknCZAAGYSRBAgJhBghi5AQCCe8hsELI7z3Zhi8994zeCO89zB4LwHCiOcfb1ZldVZ19zimeqq7n47I6Z4ymW/+sqoy86k3M/fj3Y/2o8pH+1Cl1l5UrbUX1WrtwXsf7kb1D3fj/Q9/xgcf7kKNmrtQs+ZOfKjCDnxUYzs+qrENtWtsQ0qNrfj4g62o88EWfPLBZnz6/mZ89v4mfPb+RnwhoXomvqy+AXWrb8BX1dej3nvr8PV76/DNe2tR/721+LbaGjSothoNqq1Cw2qr8F3VlWhUdSUaV12BJlWXo2mV5WhWZRm+r7IUzSW8uwQt312sQqt3F6H1OwvR5p2FaPvOAvzwznykvj0f7d6eh3Zvz0V7CZXnoEPlOehYeTY6VZ6FzpVmokulmehaaQZ+rDQD3SpOR/eK01ToUXEqelaYgu5vTkSb4oPQ880J6PPWJPR9ayL6vZWB/hLKT8BAFdIxqPx4DH5zHIa8OQ5D3xyLYW+OxfA3xmDEG6NVGPXGKIx6fSRGvz4SY14fgbGvD8e414Zj/GvDkP7aUEx4bSgyyg3BRBUGY1K5QZhcdiCmlB2IqWUHYFrZAZhepj9mlOmHmWX6YpaEV/tg9qt9MOfV3pj7ai/Me6UX5r/yExa80hMLS/fEotI9sFiF7lhSqhuWlvoRy0r9iOUlu2JFya5YWbILVpXsjNUvd8IaFTpi3csdse6lDlj/UntseKk9Ml9Kw8YX22HTi+2w+cVUbJFQ4gdsK9EW20q0wfYSbbCjeGvsLN4au4q3ws/FW2J3sRbYU6wF9hZrjn0Sin6P/UWb4UDRZjhYtCkOFWmCw0Wa4EiRxjhapDGOvdAIx1/4DsdfaIiTEp5vgFPPN8Dp57/Fmefr4+w/vsG5f3yD8//4GlkS/l4PF//+lQqX/l4Xl//2Ja7+vS6u/f1L3F68WQmaQWiw+PQYYbQxIEAxMwaQEzgJU8jMWKbr+qsFXNefyLaur5DLur5ajnX9DtSq4anrP/DW9VLPb8LnRl0v9Xzkun6Nq67/LmJdvyxfdX1anuv6qdB1/Y+vT1B1/U/lM56irh8Fv+r6ObqufyX7un5pLur6tVLP56Ku35qPul7q+VjU9Xcy9yhBM1HqenlmiJApL2XfaXNd9Q3+/vkV9zPjs4so6vQNLqDEp1mqbyD9A+kbvPzJWaN/IH2D066+QVm7b+D0D1KO2v0D6RscQYXah119g8ofHTD6B9I32BfqG9Ta4/QNQv2DnXb/YAdq1bSeGU7fQPUPtoT6Bx+Yz4xMfPl+pvO8kP7B19Wlf7DW7h+swbfvWf0D1TeoZvUNGqm+ge4fyDNjqd0/WIIWdv9A9Q3eXaT6Bm3eWWD1D94O9Q/UM8PVN5iNTpVmoUWpMehSaYbVP6g43ekfWM+LqfipwhT8VGEyekt4a5L7mVF+AgY4fYN0DH5zvOobDHlzrNU/eGOM0z8YqfoGo4y+wQiMVX0Do39QbojdP5C+wWBMLjtI9Q2m2H2DaWX6u/sHr/Y1+ga97b6B2T/oYfcPumNJ6e6QZ4bqG5TqihUSSnYJ9Q9KWv0D65nRAetf7mD3Dez+wUvSP0i1+wc/YOuLVv9A9Q1KtMZOCapvEKl/IH2D7+3nRTMcLNJU9Q0OF2ls9Q9eaOT0D06E9Q2+xZl/ePoHf6+HC3b/wOob1MUV1T/4Ejdeb6buLbnH5F6L1UccLbZt24Zx48ahRYsWePvtt1GuXDk0aNBALTK3Zs0aXL58OVbmMB0SSBoCFDN9KmqzsTJj1TV82v0Wrtz83RWu3vwdofAYV29mH67dfIzo4RGu3QyF6zcfIWK48QjXPeHGjYfIbbh54yHCwwPcvBEebt14gJzDb7h1wwq3b/yG29dzF+5c/w1WuI8717MPv1y/j+jhHn65Hgq/Xr+HbMO1e/jVDnev3UVewr1rd+EOv+Letcjh/rVfkX34BfevWeG3a7/ACVd/wW/ZhAdXf4EV7uDB1ezDw6t3ED3cxsOr7vDo6m3kGK7cxqMrt/A4D+H3K7cQCjfx+5WbuPVRF1yft141WBLJY8OnxxGjzYYAxcxs4HBXjgR0XS8eIeMWXcd3A++46nmp90P1vPzOvp6X/dHredkXqufld8R6XrZ76nn5P7f1vBwXXs/LtvB6XrblXM/LMazrI9X32dfz0g5I7rr+5tttcX3NDuVtlQh1vTwvRJQVR4fbt2+jcutr2Hb40VM9M/LyvIj6zIjwvAjKM8OvvoH0HXLbN5B+Qm77BtJHKLy+QeiZ4fQLpI+QTb9A78tt30D6Dv70DW4/Rd9A+gk38fjAaVx/rZm6t+Qe8+sFiNzHsqDc1KlTIaP5PvjgA7z00kv4/PPP0atXLyxatAinT5/Osf3AA0iABJ6eAMXMp2cYMQZ5gMq8HuL2PmXZJSVmRjyQG0mABPJM4Eatzrg0a7W6v+Q+k4YFPySQWwLS0JwwYYIKKSkp+Prrr53/N2/enNtoeFySE9DChDyDZKjcqHmX8d2A20lOhdkngYIjcKNya1xesUVNLxNrT6uCy0UoJnlmiCgrQ2GvX7+Oii0uKzEzdAR/kQAJ5JeAiJlXyjZW95bcYwX1AuT48eOYP38+unfvjk8++QTFihVDrVq10KlTJ8ycOROHDh3Kr8k8jwRI4CkJUMx8SoDRTtdvXqWDM2nJBXzS7Wa0Q7mdBEggjwRu1uqMizNWKgFBhAS53/ghgbwQ+I//+A9nJVO9oul///d/5yUKHpvkBLSYqb2sRsy5qDwzkxwLs08CBUbgRuU2uLhsk/PiMt7rei1myhBzmU+vAsXMArtWGBEJiJh5tWwTXLlyxTVySxZ4yu3nwoULWLFiBQYMGKBedL/yyiuoUqUK2rRpo15679y5U811m9v4eBwJkIC/BChm+sRXi5kyjIRipk+QGW3SEhAxM2v6CtdQkqSFwYzni0DlypXDxMyqVavmKy6elJwETDHz1q1bGD77Ahr2v5WcMJhrEvCBgHhmXli6MWFeXJpipgguFVpcomemD9cNo0xOApaY2VjNTSlTv8gwcPGilBfWkT43b97Exo0bMXLkSDRp0gRvvfUWypcvj8aNG2PEiBHIzMzEjRs3Ip3KbSRAAgEhEPnuDohx8WyGKWZOXJxFz8x4LkzaHjgCImZeiHMxUzo1DIXHYNKkSfiv//ovR9D8n//5H9XwZZkUXpkI+3j6iL26rnfETA4zj6cipK0BJyCemYkoZorQYomZHGYe8EuQ5sURATXMvIwlZrZr1w7PPvus08YrWrQodu3ahYyMDLRt2xby8rp06dKoV68e+vfvj+XLlyMrKyuOcktTSYAEhADFTJ+uA93BEc9Mipk+QWa0SUtA5syMN89MLZLJs4EhGAwqVqzoNHRl/iOWSzDKRcpB3y9BfshFFDPpmRnkIqNtcUYgUT0zHTGzOT0z4+ySpLkBJiBi5vmS9dV8lv/2b//mtO/EM/Of//mfUadOHXTr1g3z5s3DsWPHApwTmkYCJJBbAhQzc0sqj8dJZ0zPo0UxM4/weDgJ5EAg3jwzteghCxjIHJ+//fYbQwAYjB07Fv/5n/+JP/zhD5g7dy7LJABlIvWm3CNyr2hRM4fHQaHt1ve12EzPzEIrBiacwATomZnAhcuskUABExAxc/v/VHOJmHpO9H/9138t4NQYHQmQQBAIUMz0qRQoZvoEltGSAIB4mjNTCx4i0MxZ/ytmrrmFGatuqDB95XXMWHnNCTNXXsPMFRKuYpYRZq+4Ah3mrLiCOSsuqzB3+WVY4RLmLQ+F+csvQocFyy9iwfILWLDsAhY6IQuLloXC4mVZWLzsvApLlp6HFc5h6VIrLFt6DsuWnnXC8qVnsXzJGaxwhdNYucQKq5acxqolp1RYveQUVi+WcBJrjLB28QnosG7xCaxbfFyF9YuOwwrHsGFRKGQuOgodNi46io0Lj6iwaeERWOEwNi8MhS0LD0GFBYewVYWD2LrgILYZYfuCA6hU5H1UL5mCHfMPYMf8/SrsnL8fEnbN3+eEn+fvw8/z96qwe/5e7J4nYQ/2GGHvvN3QYd+83dg372fsm/sz9jthFw7MDYWDc3fh4NydKhyasxNW2IHDc0LhyJzt0OHonO04OnsbjrnCVhyfbYUTs7fixOwtTjg5awtOztqMU0Y4PWsTdDgzaxPOzNqowtmZG2GFTJybGQrnZ26ADlkzNyBrxnoVLsxYDyusw8UZoXBpxlqoMH0tLjthDa5MD4Wr01dDh2vTV+Pa9FW4Nm0VbkxfrcLtmWvw68JNgRc09b3tEjPpmck6igQKjAA9MwsMJSMigYQnIGLmiSKfo1GjRqhUqRKee+45mB6aCQ+AGSSBJCRAMdOnQqeY6RNYRksCtpgZL3NmiuDx+PFj3L9/H6MX3MCXP91CXQk9b+KrnjdRr+cNfK3CdXzT8zrq97iGb1W4igY9rqJh9ysqfNf9MhqpcAmNu19Ck24X0VSFC2jW7QK+/zFLheY/nkcLFc6h5Y/n0KrrWbRW4QzadD2Dtl1O4wcVTiG1yym063JShbTOJ9BehePo0Pk4OnY6hk4qHEXnTkfRpdMRFbp2PIwfVTiEbh0PoXvHg+jRQcIB9OxwAD912I9eEtrvQ+/2+9Cn/V4V+qbtQT8VdqN/2m4MSPsZA9N2YWC7XRjUbicGq7ADQ9rtwNDU7SoMS92G4anbMCJ1K0b8sBUjf9iCUT9swegfNqswpu0mjFVhI8a13YjxbTMxvk0m0ttswIQ2G5DRZr0KE9usw6TWEtZicuu1mNJ6Daa0WoOprVZjWqvVmN5qFaa3WokZLVdiZsuVmNVyBWa1XI7ZLZdjTotlKsxtsRTzVFiC+S2WYEHzxViowiIsar4Ii79fiCUqLMDS7yXMx7Lv52N5s3lYocJcrGw2F6uazsFqFWZjTdPZWNt0lgrrmszEehVmYEOTGchsPB0bVZiGTY2nYXPjqdgiodEUbFVhMrY1mozt303CDhUmYud3E7Hruwz8LKHhBOxuOAF7GqarsLfBeOxTYRz2NxiHAw3G4qCEb8fg0LdjcPjb0Tgiof4oHFVhJI7VH4Hj9UfghIRvhuPkN8Nw6pthOP3NUJz+eijOfD0EZ1UYjHNfD8b5rwfhfL1ByKo3EBfqDcTFegNw8asBuPRVf1xWoR+ufNUPV7/qi6t1++Ja3T64XrcPbtTtjRtf9sbNL3vh1pe9cPuT7rg5d726Z+TekXsoiJ+IYibnzAxiUdGmOCVAz8w4LTiaTQKFQMCcM1Omcjh69Khagbxhw4YoU6ZMIVjEJEmABPwmQDHTJ8IUM30Cy2hJAEA8zZkpzwLxyvz1118xfM4VNB18h2VIAiSQDQERM6/OWAXpjMhw87gSM+mZmU3JchcJ5I0APTPzxotHk0AyExAx83KZRs5q5kF+GZrM5cS8k0BBEqCYWZA0jbgoZhow+JMECphAvMyZaXpuyWJgQ2ddQtPBtwuYBqMjgcQicKtON1ycuhx37txRLwKkPg3ix7y/OWdmEEuINsU7AXpmxnsJ0n4SiB0Br2cmxczYsWdKJFBYBChm+kSeYqZPYBktCcTRnJlesWPwjAv0zOQVTAI5EFBi5pRlkBcA4tUcV2ImPTNzKF3uJoHcE0h4z8wWXM0891cDjySB7AlYYiY9M7OnxL0kkFgEKGb6VJ4UM30Cy2hJII7mzPSKmYOmZ9Ezk1cwCeRAQMTMC5OXKjFTFteJKzGTc2bmULrcTQK5J0DPzNyz4pEkkOwE6JmZ7FcA85+MBChm+lTqFDN9AstoSSCO5syMLGZyzkxexCSQHYG4FjPpmZld0XIfCeSJQMJ7ZjanZ2aeLggeTALZEOCcmdnA4S4SSFACFDN9KliKmT6BTZBoM9OKIyU9K0FyE/tsxOOcmTKnHj0zY3+tMMX4I3CzTjdk0TMz/gouFhavS0XquvCEMtNSkHE2fDu3xDcBembGd/nRehKIJQF6ZsaSNtMigWAQoJjpUzkUtpjpbthnIaN2KjKj5XVdqiWsnc1ASvHiKB4hqM6D7E+LEEt22yPE5Y5fd0Aykari1rbqb8CdF52J0P6s9JSINhevnQElF65LjbzfY1tYB0nO03HoZMO+Q3aoXREYuuOV4yMzVlyySy8aZ9umqBycfGZzDUgcOn7Fy3usJ58qzUykZmevbZcfXyJmZk1fEXfDUC0xk56ZflwTjDNxCNAzM5dlqZ/Z9uHhdYCuX60DItel9rNf6olI9XsuTcn/YZlIdeqobOpGxzZdF2V/XuSXhfpc+XazybX9ur2kT/CUgd5sfku5uNsB5l77t4onw91Wixa3p00jefWWvZN/iSNCPR3RJjk2rCzyySlCFvOziZ6Z+aHGc0ggOQlwzszkLHfmOrkJUMz0qfwLS8zUDVSn0xKxcWp2WrKQkZaBLLvBm2k3uiUe1RiWRrPTiYBqMIc1yuVc4xgHabTtzgGeH8rjwupsZDiNf935MI515SkFqWmROgqG0ObtfBhR6Z+am/7f+fbk39nu+iGdKlv88xzvilfbXTsDGWlmGQBQnRNvp0Hynk3nrrjbu9OVlss++ScCx7BjtKBsCJvOMQbPbLc5O339Qc9MX/EychIoVAIiZtIzM+ciEA9/6+VgqO4w6wGnHWBHZf4fOlfiCJ0fMdWzGUg1RxJ463ZVf2lbzBdhbsExrO2gEotUt3is8KbntQfRXnp64nHVg0a97T0su/+97QmvbercnOtu56Wubjs58Vo8VBvBERZTIW0iR6B0jrXaDlrMdPia+8Ue20Z3mevysr4jnWtdS+4yzPGla3bs8rGPnpn5gJaPU6SsnetLne+9ht3PiMw08z7P5f0n16FLWLfSMK89577QbWo5x7kP3O1m9/Xsti8aAvc5cu278xHtPGu7x97sD46w17qXnPxGOEI2ucrCm3+HRe7yGyWJbDc7jPSzKdujg7WTnpnBKg9aQwKxIEAx0yfKhSVmatFKBL6MdPEsTEXm2WwaJesy1NCsrPQMZEatNIsbXgW64xGhgWtXsk6DSOKTytAj8FnIPR0JV2dIN7JTkLHO05BxOl2SJ6sRIhV/qAGkzy0e5lXpbXzlruglndw1Giw73A0jxzZXA85O2cxzxEZDKI/qDM1TG+7psEha0RtJZlzy2+DkNI4ibNN2mbbK8Wq7vha0QbH7vkHPzNjBZkokEGMC9MzMBXD9/HfVC1a9KsKXS3Ty1u1pmVFGPERJV57/Zh3m+l/SjFRHWvWM0x4QITE9wsgOnWSU4eN6d6Rvp9MdVodZ9kTf76nrdD0XKRHvNq+dLv7eg0NiY4Q9rk2m0OzssOOWfIQ46pefoTzIPqet4W2HOZG5f0RtL3jqemlTZKWnhobw55RfdzJP/R89M58aYS4isNuE5j2uhH+j7e+6563jQ+1N7/9RkpRrJ2oaUZ4jrnPc6ch94dggx0V8DrltcZ3j3pWL/9zp5+KEfB0i96brfrdjibY9X4lEO8lVztEOCu52zpkZ3LKhZSTgFwGKmT6RLTwx08qQ0zD2NExNL0tL+LQaxKGKUyprtyAXGZEhZJmNW93BkpM820NvQCWNKJ2ftFSkGvvMRry78R2y07XdTN9luNUIiSh6ejwcXadBGlhavHPviczPe4zxf3Zl4dlnNdCyt1nyEiq3KF6zTvIhXs6msB9GmXr2uRqADmObTZ7ebHsizue/9MzMJzieRgJxQICemTkXkjyTw+uzSPWqjkvqgNB+p42gd2fzrTrRtUOClpW2bidEESHy2CmWNMLzY+fREUB0nRPKhzY7Wn5cdZdXoNEn629VD4fHrXfLt6u9IRtcYot5pDraak956vdQPm2GthAjL6FlX+o6nU9vGWvmnnR0naziMY8JtSGix+lpA+q4zLyaAq6x32OFL//SM9MXrO5IVVtdpjgwr33r2nGLhfrakrZiSmhElrru3O1RdwL2f3Kccy/LNjONKM8R1zneZ5ghZtrXq7uPE26F+3mg91vx6vvPugf1PuueD92zOk3vPWqws3lY5+jtVl4dL3h5Jkh/R7+I0VwinmvZop7Djoe8zcJ2+JC+gKtO0PEpxtYINp0Hd5nazxh5oeNKW5e1eN0azyH94scuFxnN58pTLgTlENmC/0XPzIJnyhhJIOgEKGb6VELBEDN1ZRuqlFwCo533rLP2QjRRG9yRxDxD+JJKTVdwZkPX3C5pORWlrtwN+E4nwqqgU7TnoFT2dtzuzopuGFjDr3Ql7f12Km0RJZ3K3Ug3h5+68eBO23OSk2fN26j4w4RQbbfnGG+DxpOE+tfL03NMWCfLtV/SNa4DLdK60rWnHJDzJC3Nyy43zTKUjs3UKTtXgr7+wzkzfcXLyEmgUAnQMzM3+EPP35T0TPv5LnWQjMYw6mQdlVO/W/Wvq4Oq6wElpOkTQt+q/ku359a269IMY8EdqROk7vW+XDP/D8UW+Ve2daznFG2Pt753/a/bJGoIuhYg7PpX122KiVEv5qIus/JqtGG8cRi2yrERGXjqVMlPii0khepXiShSuyVKO8MoQ80hvM725F/b6rRhwr0+VRzG9ZSXctLRP813wntmtij81cz1Nee+Xq1rRV9DrhFW6noIze+qzk+P8MzxFrycp+89tc+dhsTjfY6E+g3SZjbuO9d9bSck96Irfq8BHmHOeRFv2eHcq2Y88tt5lpj2yn1o2OOcYx5j30+OTcY5crwnfc3aXQ6hPLi3SzoiKNtrA4QOU79Com20vHns1Oc7+bA2uNO0+DnPhNop7ulHVJ4MJjrOGH5zzswYwmZSJBAQAhQzfSqIQhUzVUM5SoViNEpV1tWxtrCmKuxIjWcTkha8jOPMOM1GsbldRWFVnt4GSSh2q3J2r0gq26SzYXfS5GBVYYrNVifE1bg20w9FbHUKIjT2daM/1FgxTzIaHmF5MY4z0pSKXzdI5AhvQ0BPA+AMtjPODeu4mGUTzXankRTBY8QwMSxdVycpVJZ6KH6oIWTxTnUaqro8JPLQeeq30zBzJezLP/TM9AUrIyWBQBCIazFzwO0YMZT6yXwpZouYrm1aYLSe22r6GTXtjLwkDLURvPWWOwP6mW/PqWzPVxnpHEsgterl8LrPHav3v2jiqlVHG4KjEjFs2yPWy2a9ZKYi+bDaDc4wfEekMI/L/rdqbyhvKN3+KK6ESLPeVzHY7RRHINHResQCVTenh4b9O1yddo4u41B56ajkW3FT0wZEeulsHenEqXmpdocWwM3YrPpe2+ycp7y7JL/R2HriKMB/6ZlZgDAjRmW0rVWbU99r+n7R15/eHrpG9PQDVrsxF9eGxG+0Wd2emSHjzOeI68W67cmpr085znXfhd1boTj1r7Bz1A4rr05chp3u483jjP6BisP+f6sMdzdYmX0X9du+jz22mulEe3a6t5u22LlT5afLy3z2G5yMvFlCsee54rLLew1YcSv+Ki0zn5pw4X7TM7Nw+TN1EigMAhQzfaJeeGKm1aBQXhMyZ6anYxP636rApHJ0CXlhDWhPA9kZbuTtSHkrUM8wc7MSV5WguwJVdnht1R0N2ybdgLGKTCpZqyKVzoU5PMTJo6vRlE1Biz06LeMwd8PBeCNpHKN+egVJ3ZBxNQr0SZEbBxFt9trl/d/TsRB7ncaYTs75DvGyNnnKz2al8lzbc03YcehOXGghiFw0Xp30C/YH58wsWJ6MjQSCRCCuxcz+t2KE0n7+GsKUs3Cet66wBcjQq/GiOQAAIABJREFUiz93fZB93RF6zotoIXNxqxeOUr9FqDedTnmU/XmH47ZVznfyIfn0thvkf2/dr46TNoeOS751Zz8vFoVYOC9VJS2J35WmnY4qmwyP6BxqK6l632ao86TKIs0egmrEqfe7PdUMkUKyYbeVdHtCtwec8j2bhSynXaJZePJvtGec8/QQ3iieu54YCvTfhPfMbF7Inpmea0auHeu6se4R9VvdPyHhyrku1HMlwx49Jce72/VhF0LE+0Sn5z7aeY54z3Gu3/A2udgV6ZlkxuzEa250DXd3j0xyH28wMfs0Kq7CEDNN3labXt/zYrfVZzJtdufNQmDtd7gZfKOJzeo8b7m4eBbeP5wzs/DYM2USKCwCFDN9Il9YYqZuZLgavkaDWDWEPR0Q1QBQDRi7MeIMJ7P/P6shaa9M+d9o1EulpuM0GsJOWqqxZFa6doVqDtGw53WxvDI96Ur8WiDUpng8BfQq7M5uxz67oo7U4VHb7EWGtP06AleFrjdKYyHUoNNbpQORkpZqdGZsodDk7hws9hhxmLwcm+2DVb49HR9vPow0dNk7Sbl+eNJ1peUpS51Hs1wlrrByMM5zpeX/P/TM9J8xUyCBwiJwk6uZ5wK9Xc84dYJ4W0aoL4w6Ilq7INu6Q+pCXT+a9aLUB0bclsFWfWt1qC37Qi8hzfZDKHu6/aEFOO93aAh96BxXPrRtzm53vSSd+pC4adaDlq1O3uT8SG0VJ96QR5reZAod5m+9X7UNnDnu7K2uOt850hFoQ2XhLV+jDaXsDJW1MPZyDHHXozbs/DrXS+h8xVxzVPaJ12Zov4pL1f+GDSHTff1Fz0xf8SrPXi2AqZSc+928l+15I9U1Itv1deA+JuI94DJfrmmj/SvtUFc/QB9sxOt5zqj72b5WXenl8vp0naOTy0bMVPeVvjdcx3lsd56Nhu36JYDznDTOcY63jDDtcqfpGOkZ6WWWgxxjspXfuRUzPQKnxy5li2N/yBbVH/Bul3Mjlqdxns8/6ZnpM2BGTwIBJEAx06dCKSwxU2fHaezLBrMxIL+ditl6s6kbvWYFqn57K6UojXBHtNSJ6287rcz0yHO6ZJ3NRJYjlMpJViNAd2aUXbpyNIZ1WdHLsanItG2y7A01vlUc3opW2+X99uZLpWk2uIwTIuxTjSs7LfVbNSJsb4wwG9x51Hl1vs3jPWUVztndaYvIwNVxiZInSUdsFo9MdbzdULW9eazc2w0ldaxuyBpcYvyTc2bGGHhcJBdZLAm/b+IiM0ltJD0zc1H8Uhc5dbldH+rTvHWHvV23C6Su0PW+7JL/XYKGjsfeFzrWHmqu9uvOs9Vx1nVY6Fg5yLMvLRP2DN1GCjn9dNdzKlYZIi8vXeUloquOs9sARn3szpeHkxYbNEfd3nC1S7R9Or/W/6qu1+epTbLfUzd62xZyXKRthreprsdT0jNc83zrslNJmXHYv11laO7X5SusHGE1VC4uPir/wtDKhxOnbFdMI+TRwuHbX3pm+oY2wgtqSUuXsdVWNa8P65of6RIk9VBzOVOul9A1FsVu5xqz7tVQ/KFrUp4lTjx2+1Q/X0IvJqz+i7Pde+9FSV630UPnSbvYk1dJ02mLW/tCx2tPUre9+p5RybpsNtvdmq394sRJw+tlGorb4RDGV+xyP2/0s0NNweXcs9HyZubLiMc5LwTQxUzb7GJkH6vK1ogrFEXMfnHOzJihZkIkEBgCFDN9KopAiZmSR6NyNSvHUPalwyAriVsNDOuYUGUX+Rz7bInb1ag3tkfqaHi2qcaM3cAJNWzsN8G64nTyYMwLVjsDGWlWQ8FpdDsZCu8AObtUx8Hu9JjinZmGebD3t7LVbKAYfL0cNHdnuzD1nOvEn73NOYky4QyciKUZZKQbKlfVQBPGrgaMbkjZjZKw/HrOd8ozWr5MOwrmNz0zc8HR06F1NUhVmRnlFe0edu6VQmqgil3mM8DOdtRr3ejYm50P928j3y6M+v6T6z/aMa4TQv/Yzy93OuYzxttxs05VnQ/n2RCKLtqvqPl2nWDd686QY7XPvP/Ng/W9btsqrPUzS9/XEfibMfjxW8TMrMlLcfv2bTx48ABSnwbx8+TJE2Wb2Hjr1i0Mn30BDWMyZ6aUp74ndRka12yU+9kSxPR1HiKau+sqdLzvvzz3k7v9Ydc/ct9EzGd4/lwvSvN5PZuMot636t4xysF8Bht5Mts5mqUWK+U5beVXl6t+jujy1h6kert1vLJJ37OmGKRfEqfJgi36nJCNul5wM7ascuJ0PaPELsMWnQGfvumZ6RNYRvuUBGJ7HzylsUlzOj0zk6aomVEScAhQzHRQFOyPwhYzCzY3jI0EgkWAc2bmVB52h98jWuoOs1vctsV43WH1ill6e5QkTc8MOcTs9LtEBFcH235ZoTvf2QkMtmChO92RBENTHNCLWDnmRhQ8nL3GD0MEkXOys8k4S/00RQvvPvt/N5fQQbI9kpBgHWGWoxYionw75RTKhypvz9zJajEvJ2+hY52pQ1y8zP0hm/3+Rc9MvwknSPzea9V+nkS/nxIk30mUDXpmxlthe0V4u75y6hz/8+OI8Lp9YX+b7YSnt4Ji5tMzLPgYOGdmwTNljCQQdAIUM30qIYqZPoFltCQAgJ6Z2V8GjnBmimy2QJeh59WzxS+3SBhlDtlskgt5ElkHmf+rToUjshmReL1912VYi4oYh2T308lftIMkr56OjCOCKntyLxLmRRgJE1Kj2efaLp2ikKeUa5f5j1mW5nbv74jHSX6taTnMYXreYcBqn5ddDDuhOiv0zNQk+E0CyU2AnpnJXf7MPQnkhQA9M/NCi8eSQGIQoJjpUzlSzPQJLKMlAVvMzJq+Iu6GoQ6anoWmg+/4XIZ3jeGEphdfNoKZiItadHR5O+VkqohkKUhJ0/Pi2l4ZdlyRxUxLSMzZSyIkOKaui+LtYXhiqbTkf50PbXrU/Fi2W4uOycHZe1pY8WfDUA/njCKiRhVFbfEw6n6VD7HVFiMjxq/tspg5cwmmZaoFHhwh1zg3Mn/tiWnFE/kYDda/b3pm+seWMZNAPBFIeM/MFoW8mnk8XQy0lQRyIMA5M3MAxN0kkIAEKGb6VKgUM30Cy2hJgJ6ZOV8DtoBneTDaApVsEy+7MM89S7hSgpcIgba4FiaARfTQs+LOkAU5ZNEMFbe5cIUWIbXYJqbLNvP/7LNj5UGOse302mHmR+XbnBvOFHP1b3O+N4lT/2/bagqxRlo5i5laCMw+P9694smauk7siM5E0o4odtpl5YiOwkLEZVnoQ7HIdJILTTHgbIoqdIaVvVcgDkXhy6+4FjNjMmemL9gZKQkEjgA9MwNXJDSIBAJLgJ6ZgS0aGkYCvhGgmOkTWoqZPoFltCQAgHNm5nAZeAVJW8T0ilRKBBMBTFa6FcHK/K2SyEGg04LZulS1GrI1f2YEYc62xxLk8ilmGmmlpGdGFv/0MWrhIi1ShliFhNHQNuuXLWSqRcUs0TOieOg9zfW/HYfh/ejiHUkQVFxsEdMUZc147YVDwuyR7YbYKqdkpWcgU8fjsAi3KywuOVkP/dffpg0x/h3XYmb/WzGmxeRIIHEJJLxnZnN6Zibu1cucxZoA58yMNXGmRwKFT4Bipk9lQDHTJ7CMlgTomZnzNWALWZZ4F8l7MsuJQ83z6Ahf2rtS789BzNTCmXhbymq59nBzy9vQScL6IWko8c30hvQcE+FfR4A8m6W8Si0BL4JgKuca+RAbXGKiLTI6Xow6LUe803m1xL+w4/Tx+fk27DJPd3OKxMXOp+KcgdRoQqls12KpLhOVZqrygk3VnrOSuN6vPV11nPp8ZaBHAHXtM3Pgz++bXM3cH7CMlQTijAA9M+OswGguCRQiAXpmFiJ8Jk0ChUSAYqZP4Clm+gSW0ZIA58zM+RoQIUuLVPJdOxWptSOIe1qkMsQ2t8CmBb7ISZrHym/t8RdxWLThSSj7i5tDzW3PzkipWGKmiHoR7Nd5jJiPnDwz7Tj1uSLIOp6Olpin8yN2hdnsGJuDbcUjL6qk4nPStiOTcnBscBIwBMgctsluLVZ6ytQUdkP58oiWknbYtaPnQzXS9vknPTN9BszoSSBOCNAzM04KimaSQAAIcM7MABQCTSCBGBOgmOkTcIqZPoFltCRAz8wcrwERylyClSmQabHLjMURvkTcMuduNAU+8wT5LSKeIRiagqQIl2mZtgCoRUgzXi0OhvZlnNXeoO50lJgpw+BlHkj1CQlwYd6TKh8yZ2YqUrP1zPTYruM1Oamh6m6B1iXA2tbk6svDXAmZnrR0PBH3ec5Xx0baJjv0di1KqqHz7nJysXTssMvauRYksuzKX1tc8N8iZmZNXhp3C3wNn30BDTlnZsFfEIwxaQnQMzNpi96XjKv2xDp31KrOlZeOMu83P3FNgJ6ZcV18NJ4E8kWAYma+sOV8EsXMnBkV9BFWg0SLI8WRmpYacZhpqCNvCSqWICLihltsEU+z4lEbOJY3lhlXQeeH8UUnwDkzo7MBLocESUPQ0lKgI3aZUdgCVnhDv3DErJBp1n1WXIawO56ZofvUukdDgqPkTd+zkRa8Cc+fpBQSR52h2iED8v1L22Z5RBodJcNDNVrk6lnmiIyGQCknqDxaz7kwMdfer55LRjpuWwxeZt6VBy89M6OVSaTtT548ga7rb926BSVmcs7MSKhis02/UNGCvP6OKsqH6n1v+8HxZDbvw9jkgqkYBOiZacAIwk/9skxsMX5LHeNtD3vrW2+d7N0fi+y5bbDqfstuq60RqU5VzwbvKAqXsVnGFDtWXa/TiZpHh53R/tAjTezvUN8k1K9xnkvFZeFAbUQ27TRpB2Rru9kP8r5kDi9TnWJQvzlnZlBLhnaRgH8EKGb6xFZ3cG7fvo2Ji7PwSbebPqXEaN0EjErdaSyEOixm40vOCzU0bNHEaEx4G2ZmOtJwk4aE/jb38bf/BG7W6owL01fEnefWoOlZaDr4tv+AmAJ0Z0JQqM6IurdDQigRBZcAPTODWzZBtyw0B7DloZ0pBjuipmG9bHPq+xTIvLIhcUAfZ7Qn9CZ+x5QAPTNjijuHxIy2dIRF9qSedbeb5XjjRZ56eWbVweHHupMOa1vL/apfLJi/vXM/u0aWmHFGFw1DAqE9oiOC+JeTvfKMSU3Pstod6aGRJGY7RFsjeXPSTJMpgMKncpH0XM8jV57tmGSbsjX751RYXNoQ+9vcb/729pc8pwXyX3pmBrJYaBQJ+EqAYqZPeClm+gQ2x2iNSt3wYHIaDsX1m0aPeKk8vyIIHWFvNa3zQg02639XoyNHG3nA0xIQMTMrbsXMO0+bfZ5PAglNgHNmJnTx+pY5l0ighcraGchUc/QaAoIjHkj9HRJXzHaC89s51jezGXE2BBLeM7NFPK1mnhtBUO4zQ8B0RD7j/tP3pv0dqf2cNzHTSE+1+yO05eUaU4Jgii0AZnPRRdwlec8mXk+e5PmRui6cl5NXx9ki/Bj97HGOdXmWh55ZoZc0Ofd7dJz6W8UtPEy77Welk65jY0QggdzIOTMDWSw0igR8JUAx0ye8FDN9AptjtO5KPTR8xG6EeCpn8y1kxI6Qp1EmFb+q6D0ipzqXnZ4cS6egDqBnZkGRZDwkEDwCcS1mcs7Mwr2gRDyROXad+ljEAi12GEKAsjL0v9kWiEePpMKF7l/q9Mz0j+3TxZyJ1AgejLmJMys9Ncf5KfMtZnrmunbZI9NQpBvejI6QFxIpI3lSqjhs4S/kyOCKWf0jXuEyV7cWA+WZ4gzx9vQ9Qs8Yo8+ivExDtugUVDyOrbYoLM+3XHlmhp5xOj73t+x326ztD9noPiPI/9EzM8ilQ9tIwB8CFDP94erMo8Vh5j4BjhStyxMzBRnpuZszU95UZtdAUUlJ3E7nyE7c2zhRjZ3whkgkU7nt6Qhwzsyn48ezSSDIBOJazOScmYV2aTkvFaUurp3ieB2JuGl10E3hQMy0OvKysFeG13vTEA+czn2h5Sx5E054z8zm8eSZaVyHrva24XXptJP1vSUvEqJ7H0Zrf0d0LtBxq/tbD82WdPTLCss+l4homKyEynWGmKnik/NTkWkLg9HETEtctY814lQ/VdvfEgTl/BQ9v7daiNCy0/WyRE6y+aWkZyDVeNZoz0n1rfPrTU/+P5tVMGKmU44WQ5ed3j5OJDsCto1zZgasQGgOCcSAAMVMnyDTM9MnsDlGa3RWnIrYaIA420KNK91RybbxJOk6lb7RcDMaITkKojnazgNyS4CembklxeNIIP4I3ORq5vFXaEGx2CV02EbZQoWqw7U3mVOfWy8gXSKG004ISqaS1w56Zgax7K02tbwkUHPSahP1fab/jzCvpuyStnZO7WVLPDQiMu9r87d6IZEbMVNsNtru8oLDab/nIGZKenqIeTbPhjCbnfxL2trGkB2KgYuZxdXF1EAQ5inpnGv0e5wXNEZenXza2xyR1EpPXuSoIfEJM8y8MS5fvoy7d+/i8ePHkIX6+CEBEkhcAhQzfSpbipk+gc0xWrNS1wdHbyCYbyFdnRl1aqS4dJzGt9nQMTbzp38EOGemf2wZMwkUNgF6ZhZ2CcRj+iGRwPRucr+s1IKCzl+obSD1vywCZJ6bo3eUjobfvhGgZ6ZvaPMfsSPomUPNxUHAI246Yp5Oyr5HjXls9f2pj9DfYcKgtLO1CGf+jiBmZiuWhgmA9jPA3h7eD/Au9CnHe54jzosRQ0A0bRUxUb9E0RnUDFW6prAaisNiYzPzCpLCOiwvOnLz286fuUn/tuczjdoP0jbq4+Pgm3NmxkEh0UQSKGACFDMLGKiOjmKmJhHr75DHpQwzC+uYSINANzJcq5lbDZaw441jrZxYDQunASaNmLBjYp3n5EuPnpnJV+bMcfIQEDEza/JSyDQtDx48UNO2BDH34vGh6/pbt25h+OwLaMg5MwuvqKRzr+tj87dd14cJCkoIEQHGenEpCwU5dbvKRS5faBZejhM+ZXpmBq2IPaKlI+R5BD7bbC0OisDoWhhI7bfa05G8NPMtZip7wkVVh6I8F1Q/IDQNhUwzoYVBba8+XoS+sOeG59kix5r2mr+hVnCPwMYWCi0hMfw5YwqM2pbceWY6R9s/shEz9RHOcy+8bFXZxJGoyTkzveXP/0kg8QlQzPSpjHUHh3Nm+gQ4UrR2oyq8YRS9MjcbDN5GjGqE6I6Rk57MU2MIn2H7nQP5w0cCnDPTR7iMmgQKmQA9Mwu5AOI5eS1WKE8mS0RQQor2BnN5SNltA0NYyPmFZjzDiT/b6ZkZpDKzxMeQ4G87D+j5aV33lr16uLoPsxEXo2TPLQjqlcjteTJdYqJlU+i+jZZWyNHBEie1gOjuH5j9ACVkRmnjR9qnnjMqv7Ynpv0sslY19wia6pmTac3XqQTPkEemzkuIsw3JEY69wrDOSySY7vxFPMIWMyVPrv6T8VwMsyVSRAHYxjkzA1AINIEEYkyAYqZPwClm+gQ2t9G6OjTeRoI0KnQDKNTAcDVEdIMkSkPGMsOKw1X559Y+HvdUBOiZ+VT4eDIJBJoAPTMDXTyBNc6qw00xI7yOViKEiC66jVA7Axn23H+yz91pz04kCCyGhDKMnpkBKk5b3Aq1lc17zZxXXraHRDR1z+k2dYTvmLah5b5Xoqvc26lIlXk0pZ2vnwd6qLwIh9m2/wGVL+NcVz7CPERFTDVerhQvrlZWT03PEr9OpHrSCj2LDBFW2+ZcEsY+lSfdr/H2eSL8b6RnpRVug/OMtO12kg3wD3pmBrhwaBoJ+ESAYqZPYClm+gSW0ZIAAM6ZycuABBKXAD0zE7dsmTMSyAuBhPfMbBGnq5nnpRB5LAnEiADnzIwRaCZDAgEiQDHTp8KgmOkTWEZLAraYeWH6iribU2/Q9Cw0HXybZUgCJJANgbgWMzlnZjYly10kkDcC9MzMGy8eTQLJTICemclc+sx7shKgmOlTyVPM9AksoyUBAJwzk5cBCSQugbgWM/vfStyCYc5IIMYEEt4zszk9M2N8STG5BCbAOTMTuHCZNRKIQoBiZhQwT7uZYubTEuT5JBCdAOfMjM6Ge0gg3gnc5Grm8V6EtJ8ECoQAPTMLBCMjIYGkIEDPzKQoZmaSBFwEKGa6cBTcPxQzC44lYyIBL4F4nTNz8IwLaDr4jjc7/J8ESMAgYHpmPnz4EFKfBvHz5MkTZduDBw9w69YtDJ99AQ3pmRnEoqJNcUqAnplxWnA0mwQKgQDnzCwE6EySBAqZAMVMnwqAYqZPYBktCcTxnJmWmMk5M3kRk0B2BJSYOWWZmhM37sRMzpmZXdFyHwnkiQA9M/OEiweTQFIToGdmUhc/M5+kBChm+lTwFDN9AstoSSCO5syUwpJngQgyd+7cwdBZl9Bo4B00ljDglgpNBtxEUwn9b6BZ/xv4vv91FZr3v4YW/SRcRct+V9Gq3xUVWve9jDYqXELbvpfwQ9+LKqT2uYB2dkjrkwUJ7XufR4fe59Gx9zkVOvU+i069zqJzrzPo0usMuvY6rcKPvU7hx59OodtPp9D9p5PoocIJ9PzpBHr2PI6feh5Hr57HVOjd4yj6qHAEfXscQb8eh1Xo3/0QBqhwEAO7H8Sg7gdUGNxtP4aosA9Du+3DMAk/7sXwH/dixI97VBj5426M7Lobo7r+jNFdf8aYrrtUGNt1J8Z22YlxXXZifJcdSFdhOyZ02Y4Jnbcho/M2TOy8FZMkdNqCySpsxpROmzG10yYVpnXciOkqZGJGx0zM7LhBhVkd1mN2h/WY1X4tZrdfi7l2mNd+Lea3X6PCgvarsTBNwiosSluFxWkrVViStgJL2q3A0nbLsazdciyXkLoMK1RYipWpS7EqdQlWS/hhMdaosAhrf1iEdT8sxHoJbRdggwrzkdl2Pja2nYeNbeZhU5u52KzCHGxpMwdbW0uYjW2tZ2N761kq7Gg9EztbSZiBXa1m4OdW01XY3Woa9rSUMBV7W07FPhWmYH8LCZNxoMVkHGwxCYckNJ+Iwypk4EjzDBxtPgHHJHyfjuMqjMeJ78fj5PfjcKqZhLE4rcIYnGk2BmebjlbhXNPRON90lApZTUfiQhMJI3CxyQhcajJchctNhuFKYwlDcbXxUFyT0GgIrjcaghuNBqtws9Eg3Go0CLflu043XJ62Ar/88ou6d8QDMogfemYGsVRoUyIRoGdmIpUm80IC/hLgnJn+8mXsJBBEAhQzfSoVipk+gWW0JBBHnplSWCJ4PHr0CHfv3sWYBVcxbFYWBk07gwGTT6L/pOMYMDEUBk48BgmDVDiKQROPYrAOGUcwxA5DM45gaMZhFYZlHMawjEMYPkGHgxgxwQojJxzEyAkHVBg14QBUSN+P0XYYk74POoxN34ex6XsxbrwOezB+vBXSx+9B+vjdKkwYvxsqjPsZGXaYOG4XdJg0bhcmjduJyRLGStiBKXaYOnYHpo7drsK0sduhwphtmG6HGWO2QoeZY7ZAwiwdRm/GbDvMGb0Zc0ZvUmHu6E1QYdRGzLPD/FGZ0GHBqA2QsFCHkeuxyA6LR65H6487o1O93lgych2WjFyLJSPWYqkdlo1YAwnLVViN5SNWY4UOw1dhpR1WDV+FVcNXqrB6+EqsHr5ChTXDVkDC2mHLnbBu2DJIWK/D0KXYYIfMoUuROXSJChuHLsHGoYtV2DR0MTYNWYTNdtgyZBG2DFmowtYhC6HC4AXYZoftg+dDhx2D52PH4Hkq7Bw8DzsHzcUuI/w8aA4k7HbCbOwZaIW9A2dBh30DZ2HfwJkq7B84E/sHzMABOxwcMAMHB0xX4dCA6bDCNBzub4Uj/adCh6P9p+Jo/ykqHOs/Bcf6TcZxO5zoPwVnBk1D1rBZuDZrjbpn5N6JKzGTnpmso0igwAjQM7PAUDIiEkh4AvTMTPgiZgZJIIwAxcwwJAWzgWJmwXBkLCQQiUC8zJkptosQ8/jxY/z222/KO/PatWu4dOkSLly4gKysLIZCZtCxY0f079+f5VDI5SD3gtwTly9fxvXr15VXpsxFKfdOXImZnDMz0iOb20ggXwQS3jOzBVczz9eFwZNIIAIBzpkZAQo3kUCCE6CY6VMBU8z0CSyjJYE488yUApPngXiYiaApHpoyfFaGnTMUPoPu3btj+PDhLIuAXI9yb9y7dw8iZAbZK1PuaxFZdV3vLABEz0zWUSRQYATomVlgKBkRCSQ8AXpmJnwRM4MkEEaAYmYYkoLZoDs4t2/fxsTFWfik282CiZixkAAJ4EatzsiavkItECKih9xvQf5o0UO8zESgkTk0GYLBoFevXhgzZgzLI0DXpNwjcq/IfR1Ur0x53uj7mquZB/npS9vimUDCe2Y2p2dmPF+ftD1YBDhnZrDKg9aQQCwIUMz0iTLFTJ/AMloSiEPPTF1oIn7oIM8IhsJn0KdPH4wbN45lEZDrUd8f8h30j9io63p6Zga9tGhfPBKgZ2Y8lhptJoHCIUDPzMLhzlRJoDAJUMz0ib7u4NAz0yfAjDapCcTTnJlJXVBxkPm+ffti/PjxcWApTQwagYhiJufMDFox0Z44JpConpkylcaVK1dQgZ6ZcXx10vSgEeCcmUErEdpDAv4ToJjpE2NTzJy05AKHmfvEmdEmJwERMy/OWKmGmctwbbnf+CGB/BCgmJkfajxHCEQSM78beIdwSIAECoiAeGZeXLZJzWmcCHW9PDNkCg1HzGxxGdsOPyogWoyGBJKbgIiZV8s2US8K5B4L8gKCyV1SzD0JFBwBipkFx9IVk4gr0vCSBT4mL72oxMy7vz2BE+4/wd1swr37TxA9/I579/Mf7t//HU8XHuP+/ejht/uP4Wd4cP8xHtx/ZIV7j/CgAMPDe4+Qu/AQD+/lLTy69xAFGx7g0b1QeHzvAZ463H2AxxHC73cfIHL4Db/ffbrw5O5vyGuQOTMvzFjpdHCkg8AprahgAAAgAElEQVQPCeSHAMXM/FDjOULAFDNlFMbIuZfw3YDboXpe6vxs6nnZF72el335r+fl3Ker5+X86PW87PO/nmddb7UZQvW81PlPXc9LHBHqedkWuZ6X7U9Xz8v5ea3n5XjxzLy0fLNaNE/a1PFe15ti5tWrV1HRFjNz2zfI/pnxdM8Lv58Zfj4vJG5X36CA+wi56xfo/kPe+gbSlyjYvoHEF3pm+Pm8iP7MePrnRX6eGcozs2xjyL1FMZPtNBJIDgIUM30qZ2mwSMPr119/xdTll/FMylX8sfYVPFPrEv5Y6yL+VOsCnq11Af/7YRb+/GEW/u/D8/jLh+fw15pn8VzNs/hbzTP4e80z+EeN03i+xim8UOMkinwg4QSKfXAcxd4/jhLvH0OJ94/ixfeP4qXqR/By9cMoWf0QSlU/hNLvHcQr7x3Eq+8dQJn39qNstX0oV20fXqu2F69X24M3qu7Bm1V3482qP+MtCVV2oWKVnahYZQcqVdmByu9ux9vvbsc772zDu+9sRZV3tqDqO1tQ7e3NeO/tTaj+9ia8//ZGfFA5EzUqZ6Jm5Q34sPJ61Kq0Dh+psBYpldYipeIa1Km4GnUqrsInFVfh0wor8VmFlfi8wgp8UWE5vnxrGeq+tQxfvbUU9d5agq/LL8E35RejfvlF+PbNRWjw5kI0fHMBvntjPhqpMA9N3piHJq/PRbPX56DZ67Px/euz0fy1WWjx2ky0fG0mWr02A63LTUebctPRttw0/FBuKlLLTkG7slOQVnYy2pedjA5lJqFjmYnoWCYDnV+VMAFdX52AtBIj8eMr49HtlXHo/so49Cg9Fj1Lj8FPpcegV+nR6F1qFPqUGoW+pUaiX6kR6F9yOAaUHI6BJYdhkISXh2LIy0Mw5OXBGCbhpUEY/tJAjHhpIEa+NACjXuyP0S/2x5gX+2Hsi30xrkQfjC/RB+nFe2NC8d7IKN4LE4v/hEnFemKyCj0wtVh3TC3aHdOLdsP0oj9iRtEfMbNIV8wq0gWzi3TGnCKdMfeFTpj3QifMf6EjFrzQAQufb49Fz7fH4ufTsOQfaVj6j3ZY9o9ULP/7D1ihQlus+nsbrPpbG6z+W2us+VsrrP1bK6x7riXWP9cCG55rjsznmmPjX7/Hpr9+j81/bYYtf22KrX9pgm1/aYLtf2mMHX9pjJ3/1wi7/u877Pq/htgt4c8NsPfP36qw78/1sf9/v8GB//0GB//3axx6th4OP/sVjjz7FY7+qS6O/akujv/pS5z40xc4+cfPceqPn+P0Hz/DmT9+irPPfIpzz3yCc8/UQZaEP3yMi39IwcU/1MblZ1Jw9ZkUXJm9Rt1fQV/x2KdHDKMtIAIUMwsIZJJGo+t6WYV99Pwr+EPtK/mo60+H1fVFnbpe6vmnr+vL23V9BaOur/zu09f1taWe99T1nzp1/Yps6vrFsa3rVT1v1fVdXkl/6rp+cF7q+hI51/VTioXX9TPzXNe3C6vrV/5d1/VSzz99Xf9zWF1fH/vNuv7Zgq/rr67ahrt376rF8xJFzPztt99w48YNVGp1Fc/IM+Ojy/hjrUv4U62Lrr7Bn1Xf4Dz+UvOc6hs8V/OM1T+oIc+MU0b/4AT0M6P4B8bz4v0jePn9IyhZ/bCrb/CK6hscQJlqun+w1+ofVJX+gfQNdkM9M6rsgn5muPoG727Du+9uQ5V3tqq+QdV3NuM9CapvsAnvV9b9gw1W/6BSqH+gnhkV1+Bju38Q3jdYgS/eWq76BnVV32Ap6pWX/oH5zFgY6h+8Kf2DeWgsfYM35qKp3T8I9Q2s/oH0DVqVm6H6Bm3KTbP6B2V1/2Cy1T8oM8npH3RS/YMJ6PLqBLR/aRQ6vDQK3V4Zb/UNXpG+gdU/kL5Br1K6fzDS6h+U1P2DYVb/4OWh0M+MoU7fYJDRNxhg9A36YWyJvqpvML5Eb6SXkP5Br1D/oLj0D3pAPTOKdsc0u38Q6ht0xewiXey+QWfVN5in+gYdseD5DqpvsOj5NLt/YDwz/iH9g7bQzwyrb9Da6Bu0xIbnWqi+QabdN9ik+gbNsOUvun/Q2Oof/F8j7FR9g++gnhl/boA9dv8grG9g9w+kb3Dk2bo4JuFPX3r6B59Z/YNnpH8gfYNPcN7uG1yw+wfSN7jyh9q4Vq6purfu379Pz8wkbZcx28lFgGKmT+Wt377Kw/TmzZu4ePEizpw5gxMnTuD48eM4duwYQ8AYHD58GH/7299YLgErF32vyH0j94/cR3I/yYIbbKz49ABLomgpZiZRYfuQVV3XixeIrutPnz7Nuj6g9YjUJ7t27cKLL77Iuj6gZWTW9ZcuXVJ1vYh/iTJkVI/ckhcg4kF27tw5nDx5kn2DgF6P8szo1q0b0tLS+MwIaBnJM0PuIbmXZC5aubcePHjAKah8aPMwShIIGgGKmT6ViHRwdINFOjkyBO369euq4SIPWobgMRCB7Pnnn2fZBPj6lIa/3EdyP8l9lQhzaPn0CGK0uSRAMTOXoHhYRAJmXS/eY6zrg1e3e9tb0vEtVaoU63rW9RHvab836hcgItCK6CIemteuXeP1GODrsV+/fkrQ9D5L+H9wnvdyD8m9JPdUIr388Pt5xPhJIN4JUMz0sQR1J0eGwcobIvEiEwGGIZgMpAIsUqQIyyfg16jcR3I/yX0lLwzkPuOHBPJLgGJmfsnxPE2AdX0w6/RobS3x9nv11VdZ17Ou17dwzL+l7SKepvJCVoSXaNcqtwfj2TJ06FD06dOH5RTwZ4bcS3JPyb0l9xg/JEACiU+AYqbPZSydHN3RkYcrQ3AZiEBWtGhRllEcXKdaxKSQ6fMDLAmip5iZBIUcgyzqel6LFKzrg1vXi3d/mTJlWNezro/BkyF6EnxmBPcZ4X1+jxw5Ev379+czI+DPDKl/df8g+p3HPSRAAolEgGJmDEtTGi4MwWUgnn7FihVjGcXBdRrD25ZJJTgBipkJXsCFkD3W88Gt56VsZG7TsmXLsq5nXV8IT4fwJPm8CPbzQspn1KhRGDBgAJ8ZfGaE38DcQgIkUKgEKGYWKn4mHiQC8iZWxEx+SIAEkocAxczkKWvmlASEgCweJ2ImPyRAAiSQGwKjR4/GwIEDc3MojyEBEiABEoghAYqZMYTNpIJNgGJmsMuH1pGAHwQoZvpBlXGSQHAJUMwMbtnQMhIIIgGKmUEsFdpEAiRAAgDFTF4FJGAToJjJS4EEko8AxczkK3PmOLkJUMxM7vJn7kkgrwQoZuaVGI8nARIggdgQoJgZG85MJQ4IUMyMg0KiiSRQwAQoZhYwUEZHAgEnQDEz4AVE80ggYAQoZgasQGgOCZAACdgEKGbyUiABmwDFTF4KJJB8BChmJl+ZM8fJTYBiZnKXP3NPAnklQDEzr8R4PAmQAAnEhgDFzNhwZipxQIBiZhwUEk0kgQImQDGzgIEyOhIIOAGKmQEvIJpHAgEjQDEzYAVCc0iABEjAJkAxk5cCCdgEKGbyUiCB5CNAMTP5ypw5Tm4CFDOTu/yZexLIKwGKmXklxuNJgARIIDYEKGbGhjNTiQMCFDPjoJBoIgkUMIHGjRujXbt2BRwroyMBEggqAYqZQS0Z2kUCwSRAMTOY5UKrSIAESIBiJq8BErAJ3L17F8899xx5kAAJJBEBemYmUWEzqyQA4NKlSyhbtixZkAAJkECuCFDMzBUmHkQCJEACMSdAMTPmyJlgkAmULl0a9+7dC7KJtI0ESKAACVDMLECYjIoE4oDA6dOnUa1atTiwlCaSAAkEgcCwYcMggR8SIAESIIFgEaCYGazyoDWFTKB27drYu3dvIVvB5EmABGJFgGJmrEgzHRIIBoEVK1agSZMmwTCGVpAACQSeQGpqKmbPnh14O2kgCZAACSQbAYqZyVbizG+2BPr06cO3r9kS4k4SSCwCvXv3Rq9evRIrU8wNCZBAVAIdO3ZERkZG1P3cQQIkQAImgYoVK+L48ePmJv4mARIgARIIAAGKmQEoBJoQHAIHDx5E+fLl8fDhw+AYRUtIgAR8IyDeFh06dPAtfkZMAiQQHAIXL17ECy+8gKtXrwbHKFpCAiQQWALSRvj6668Dax8NIwESIIFkJkAxM5lLn3mPSKBLly6QwA8JkEDiE8jMzET9+vUTP6PMIQmQAFq2bInBgweTBAmQAAnkSGDr1q0oXrw4du/eneOxPIAESIAESCD2BChmxp45U4wDAvIWtmvXrnFgKU0kARJ4GgIyR64MIeOHBEggsQl06tSJc2UmdhEzdyRQIASysrIwYMAAlCpVCjLHLj8kQAIkQALBJEAxM5jlQqsKmcCTJ08g82q9++67mDZtGlc4L+TyYPIk4BeBO3fu4JVXXvEresZLAiRQyARWr16NWrVqIS0trZAtYfIkQAJBInD+/Hls3rwZ06dPh8yZ37RpU1SrVg1vvPEGevbsCZmWgh8SIAESIIHgEqCYGdyyoWUBICBDTFq1aoWiRYuibt26GDFiBHbt2hUAy2gCCZBAQREoXbo0RNTkhwRIIDEIbNu2DX379lXCxCeffIJly5YlRsaYCxIggTwROHv2LDZu3IipU6eqxf4aN26M6tWrq+HjlSpVQr169dC5c2eMGzcOK1euxKFDh/IUPw8mARIgARIoPAIUMwuPPVOOIwI3b96EzK0nnaPatWtDxA95gztp0iQcO3YsjnJCU0mABLwEpGPDlUq9VPg/CcQPgV9++QVLlixBamoqypUrh48//hjDhg3Dpk2b4icTtJQESCDPBH7//XecPn0a69evV23yHj16oGHDhqhatapyRHj77bfxzTffqKmj0tPTIZ7a0m7/7bff8pwWTyABEiABEggWAYqZwSoPWhMnBK5du6Y6TvI2V4aiy5x7MoRt/vz5HJYSJ2VIM0lAE5AXFCJ88EMCJBA/BETAyMjIUEKFLNIhHlcyXPTChQvxkwlaSgIkkCOBhw8f4sSJE1i7dq2657t164Zvv/1Wtb+LFCmCKlWqoEGDBujevTsmTpyIdevW4eTJk3j06FGOcfMAEiABEiCB+CVAMTN+y46WB4iAdKqkEyUrpb722muoUaOGmm9nzZo1+PXXXwNkKU0hARLwEhg4cCDFTC8U/k8CASSwY8cO9O/fX9WxFSpUUMNDxdPqwYMHAbSWJpEACeSWgHhKisek3M/jx49Hly5dIItxVq5cGcWKFVNTRnz33XeqbT158mRs2LBBeWSKZyY/JEACJEACyUmAYmZyljtz7TOBffv2YezYsahfv76al+fzzz/H0KFDsX37dp9TZvQkQAJ5JSAvHcSrgx8SIIFgEbh79y6WLl2Kdu3aqReFKSkpGDJkCPbs2RMsQ2kNCZBAjgTkfj58+LBaIVzayJ06dcJXX32lRjeVKFFCzWUpHta9e/dWi2/KNBHnzp3LMV4eQAIkQAIkkJwEKGYmZ7kz1zEk8PjxYzVv14ABA1CnTh2ULFkSjRo1UkNlpFHHDwmQQOESuH79Ol599dXCNYKpkwAJKAJnzpxRc9/JMFJZfE/qy2nTpiErK4uESIAEAk5A5q89ePCgWnRr9OjRaN++Pb744guUL18eL7/8svKqbtasmZqDfsaMGdiyZQvv7YCXKc0jARIggaASoJgZ1JKhXQlLQBYTWr58uZqMvFq1anjrrbfwww8/YM6cOWzQJWypM2NBJ/Dhhx+qebaCbiftI4FEJLBz507IC7+aNWuqOrFjx45qZWEu0pGIpc08xTuBW7duQUYgLV68GCNGjFCe05999hneeOMNlCpVClKfNm/eXE0JMWvWLGzbtg2XLl2K92zTfhIgARIggYARoJgZsAKhOclH4OzZs5DGXps2bVRDUFZWlknMV65ciTt37iQfEOaYBAqBgAxjlfuQHxIgAf8J3Lt3T73UE68tEUA++ugjDB48GLt37/Y/caZAAiSQI4EbN26o6RwWLlyo5pSWl+4yuqhcuXJqJIMsnNeqVSsMGjQIc+fOhbyQuHLlSo7x8gASIAESIAESKCgCFDMLiiTjIYECInDgwAE1+XnDhg3x4osv4tNPP1WNxa1bt+LJkycFlAqjIQESMAnIAl4dOnQwN/E3CZBAARKQue9k4Q6Zn1ZWIJbFPKZMmcI58QqQMaMigbwQuHbtGnbt2oV58+aplwmtW7eGzEtbpkwZlC1bFh9//LF60S7z1M6fPx8///wz5Bx+SIAESIAESCAIBChmBqEUaAMJRCEg4qWImPLmW0RNETdF5JSVHmVOIn5IgAQKhsChQ4fw/vvvF0xkjIUESEAREPFD6q9atWrhzTffVC8MVqxYgfv375MQCZBADAhcvnwZO3bsUFMZDRw4EC1btlSe0KVLl8brr7+u2papqakYPnw4Fi1ahL1790KmQ+KHBEiABEiABIJOgGJm0EuI9pGAQeD27dtq+LkMQ5fh6DI8T96ky/BYGa7ODwmQQP4JyFxf7MTlnx/PJAGZ41LESvFyFvFSREwRUMT7ix8SIAF/CFy8eFHNSzlz5kz069cP33//vZp/VhaclPvw888/R1paGkaOHIklS5Zg//79kPYkPyRAAiRAAiQQzwQoZsZz6dH2pCcgq7vKwkEyl5EsJCQLCnXt2lXNRUZRJukvDwLII4FvvvkG69evz+NZPJwEkpvA+fPnMXXqVDVsXIaPyzByGU7OF2zJfV0w9wVLQO6zzZs3Q6ZE6dOnD5o2bYoPPvhAjdipUKEC6tatC1k4a8yYMaoNKKMNfv3114I1grGRAAmQAAmQQIAIUMwMUGHQFBJ4WgKHDx9GRkYGGjVqBHkjL5O1ywqxmzZtwuPHj582ep5PAglNQBYgkbnB+CEBEsiegCzUI/eLLNwjIwRkIZ9ly5bh7t272Z/IvSRAAlEJyAuAjRs3qpcDP/30k2rLvffeeyhevDgqVaqEevXqoXPnzhg3bpwapXPkyBHIYlr8kAAJkAAJkEAyEqCYmYylzjwnDYHt27dj6NCh+OKLL1RjuH79+hg7diz27duXNAyYURLILQEZfsd5M3NLi8clE4EHDx5g1apV6NSpkxoFULNmTfWiTFYw5ocESCB3BOSl8qlTp9QIgEmTJqFHjx5qHvSqVauiaNGiePvttyEjBGSETXp6OtasWYPjx49D7j9+SIAESIAESIAE3AQoZrp58D8SSFgCMtxIGsY9e/ZEjRo18Nprr6mJ4GXI0unTpxM238wYCeSWgEzNIIsi8EMCJADINCbTpk1T3mEitHz77beYOHEi6wteHCSQDYGHDx/ixIkTWLt2rRop061bN8iL5HfeeQcyDUOVKlXUVAwy97ncT+vWrcPJkyfx6NGjbGLlLhIgARIgARIgAS8BipleIvyfBJKEgEwYP3/+fDUpfMWKFfHuu++q4UvinXb9+vUkocBskoCbgHhmylxj/JBAMhKQlYzFmz8lJUW98GrXrh2WLl3KufeS8WJgnqMSkIWujh49qryVx48fjy5duuDrr79G5cqVUaxYMTV/+XfffadeHsv8sRs2bFAvAX7//feocXIHCZAACZAACZBA3ghQzMwbLx5NAglL4NixY5BhTzKpvHin1a5dG3379kVmZiaHOCVsqTNjXgKyCrN4K+fm8+TJE0jghwTilYB4g61evVq9yJJFRMRrX1ZDlilK+CGBZCYg87/KPOQrVqxQ0/PIFAuyyI7cJy+++KKakqRJkybo3bu38mCWucnPnTuXzMiYdxIgARIgARKIKQGKmTHFzcRIIH4I7Nq1C8OHD1eNdxliKF4Ho0aNwp49e+InE7SUBPJIYObMmRBvtOw+ImCKh40EmQNNvilsZkeM+4JEQLzyZ8yYARFiZGERmaNPFo6Tufz4IYFkIvDLL7/g4MGDyvtY2jeykJXMMV6+fHm8/PLLStxv1qyZerEr98yWLVvU9AvJxIh5JQESIAESIIGgEqCYGdSSoV0kECACslqmzOskHggffvghypQpg+bNm6sVN2VuKH5IIFEIyNDBatWqRc2OiJYiYMq8aDLU8Nr5m8pzWTzctKgZ9WTuIIFCIiCLvg0bNgwff/wxypUrh9TUVCxevBh37twpJIuYLAnEhsCtW7fUoodyvY8YMUK9rPrss8/w+uuvq1EotWrVQosWLdSCVrNnz1ZeyZcuXYqNcUyFBEiABEiABEgg3wQoZuYbHU8kgeQlcOXKFSxcuBAyJFfmiJIVOOX3okWLIPv4IYF4JvDqq6/i2rVrYVkQsVJESxExxaMn/bulGFJjFi6cvIz79+8rgZOCZhg2bigEAiK4ywIksipypUqV1JBYmTZk27ZthWANkyQBfwncuHFDjRqRdonM+dq2bVvUqVNHCffyPJdpc1q1aoVBgwZh7ty52LlzJ9sq/hYJYycBEiABEiAB3wlQzPQdMRMggcQnIN6ZU6dOxffff6+8NsXTQbw4xZtTRB5+SCCeCDRo0ABr1qxxmayFTLmexdNncptVWDl4J7ZNO4jxX81H1vGLkDnWxGOTgqYLHf+JEQHxJpNpEmTe4xIlSqipQdLT09XKyjEygcmQgG8Erl69Cpn+Zt68eRg8eDBat26tFqoSsVK8jUW8FBFTxMwFCxZg9+7dXMzQt9JgxCRAAiRAAiRQ+AQoZhZ+GdACEkg4AtKJkPmn6tWrhyJFiqh5N2V4l3RE+CGBoBOQ4bgDBw50zPQKmRPbrMLyQTud/dunHUR63bk4f+wCBU2HCn/EgsCBAwfU0NlPPvlEvUgSMUc85G/fvh2L5JkGCRQogcuXL2PHjh2YM2eOGvYtw7/l5agsSijDwj/99FM1RYLM5y3X+d69e3Hz5s0CtYGRkQAJkAAJkAAJxAcBipnxUU60kgTilsCDBw/UiugyxFGGer3yyivKc0hWTpcV1PkhgaAR+NOf/oR/+Zd/wf/7f/9PBfE41h6ZGW1WY+ngkJCpbd8x7QAm1J1DQVMD4bcvBGTOVvF4//HHH9UUH9WrV1de8LIwCT8kEA8ELly4gK1btyov4n79+qkRHTVr1lQL7sjCO7IAjyzEM3LkSCxZsgT79+/n3K7xULC0kQRIgARIgARiTIBiZoyBMzkSSHYCMhehdFA6deqEd999V83nlpaWhvnz54OT7if71VG4+X/22WcdAVMLmf/2b/+GiRMnqqHlE9quwZLB0b2Ld047gIlfzsb5Y1n00Czcokyo1GUeYlmYRET1l156CV999RXGjx+P48ePJ1Q+mZnEIXD+/Hls3rwZ06dPV2J7kyZN1LytL774IipUqKBGa3Ts2BFjxozB8uXLcejQIfz666+JA4A5IQESIAESIAES8J0AxUzfETMBEiCB7AicPn1adXhatmyp5r2qUaMGfvrpJzVnITs32ZHjvoImIN7CzzzzjEvQ/Otf/6o84ca3XYvFg3/OMcldU/dj0pezkEVBM0dWPCA6gYMHDyrPNBlWK3MCtmnTRs0DyCG10ZlxT2wJnDlzRo26mDJliqqzGzVqhPfeew/FixdXLyllmpnOnTtj3LhxWLlyJY4cOYJ79+7F1kimRgIkQAIkQAIkkLAEKGYmbNEyYyQQnwT27dunvDXq16+PYsWKqSFnMqG/zKPFDwn4TUA8hv/93//dETRfe+01jPthHRYN2Z3rpH+eug9TvphJQTPXxHigENiwYQO6d++Od955B9WqVUOvXr2UdxvpkEBhEHj8+DFOnTqF9evXQ1709OjRA7I4WpUqVdRc2HKdSj0tUx5MmDBBvYAUb2GZWoYfEiABEiABEiABEvCbAMVMvwkzfhIggXwTkM7Upk2b1EIAH3/8MUqWLInGjRsjIyMDhw8fzne8PJEEohGQxX7Eo+if/umfrPkyqw3DwjwImTre3VP3YuoXMyhoaiD8DiMgqzPLQifNmzdX8wXWrVsXY8eOxdGjR8OO5QYS8IPAw4cP1Wr3a9asUYKkCJMiUIpQKYv3iXApAqaI7DLdhszXevLkSTx69MgPcxgnCZAACZAACZAACeSaAMXMXKPigSRAAoVNQIZYLlu2DF27dkXVqlXx1ltv4YcffsDcuXORlZVV2OYx/TgnoFctl856pUqVUP2FNpg7MPocmTlld8/UvZj+xXQKmjmBSqL98hJm9OjR+Pzzz9UKza1atVLzBd+4cSOJKDCrsSQgi5eJQL5q1So112qXLl3UCxt5xsmQcBkaLkPEZXoXGTKemZkJGUIui03xQwIkQAIkQAIkQAJBJUAxM6glQ7tIgARyJHD27FnMmjULrVu3xhtvvKEWGBAPEpmfS1ZM5YcEcktAC5l61fIe38zDjL7bc3t61OP2TNmDmZ9PRdZRLgoUFVKC7xBxSJ5RsuCZvITp2bMnNm7cmOC5ZvZiSeDu3btqtIIspiOL6sjiOuLpK4vtyKI777//PmQRnt69e2PatGlqxMO5c+diaSLTIgESIAESIAESIIECJUAxs0BxMjISIIHCJHDgwAHleSKdOFn1VxbPGDRoELZu3Uovk8IsmICn7RUyR6ZuxLyh+wrM6r1T9mDW51NwgYJmgTENckTXr1/HvHnzIIualSpVSs37q1dtDrLdtC3YBO7cuQOp45YuXYpRo0ahffv26tp688031RQsNWvWVCve9+vXDzNnzlT1Hl/qBbtMaR0JkAAJkAAJkED+CVDMzD87nkkCJBBgAjJETkTMwYMHK1FTvFMaNmyoxE5ZKZgfEhACXiFzeOomzB26v8Dh7JuyG3M+m4wLR89DvKhkrjpJm0M5Cxx1oUQoKzWLYPnFF18oYalFixZq+otr164Vij1MND4J3Lp1C7II3uLFizF8+HCkpqaq+uv1119X0xLUqlULcm0NGDAAs2fPxvbt23Hp0qX4zCytJgESIAESIAESIIGnIEAx8yng8VQSIIH4ISBeLTL8XIahy5A7GZYuQz9lmLoMV+cn+Qh4hcxh7TZjzrCCFzI12f1TfsbczyZR0NRA4vxbFieTeQZl6LgMIZfVnsCGgH8AACAASURBVGVIOT8kkB0B8dzdvXs3FixYgKFDh6Jt27aoU6cOXn31VZQpUwYpKSmqbpIXceLhu2vXLly5ciW7KLmPBEiABEiABEiABJKOAMXMpCtyZpgESEAIyIJBsnCQLCAkCwlVq1ZNLSwkc47JQkP8JDYBr5A5pN1mzBp2wPdMH5i8C/M/nUhB03fSBZ+ALNIzf/58yKI9pUuXxmeffaaG+x46dKjgE2OMcU1AVqoXEVLESBEl5ZqpXbu2EizLlSunxEsRMUXMFFFTxE0ROfkhARIgARIgARIgARLIHQGKmbnjxKNIgAQSnICsMpyRkaFWdS1ZsiQ+/vhjNZRPvK8eP36c4LlPrux5hczBaVsxc1jsph44OHkXFnyagYscch74C+/YsWMYN26cWkzl5ZdfRvPmzTFnzhyIWMVPchOQ4d0yzFuGe8uwbxn+LcPAReiWYeEyZ7MME5fh4jJsXIaPyzByfkiABEiABEiABEiABJ6eAMXMp2fIGEiABBKQgHRSxWtG5sArXrw46tevj7Fjx6oOaQJmN2my5BUyB6VtxYxhsfesOzR5JxZ9MoGCZgCvvM2bN6NXr17KW/udd95Bt27dsH79es5vGsCy8tskWUBH5l6WBXVkYZ1mzZqhRo0aEGG7fPnyqn6QhXhkQR5ZmEcW6JEpTfghARIgARIgARIgARLwlwDFTH/5MnYSIIEEIPDrr79izZo16Nmzp+rIyjBBWal4+vTpOH36dALkMDmy4BUyB6Ztx/Thhwst80em7MKST9IpaBZaCVgJi7fcwoUL0aZNGzUMWDzqRo4cCS4UVsgFE6Pkz507B/HAnzZtGnr37o0mTZqoeZVl0bgKFSoor9yOHTuqBZ5kGhKZVkAW8eKHBEiABEiABEiABEig8AhQzCw89kyZBEggTglcvHhRzZ2XlpaGihUrqsU/OnfujCVLlnDes4CWqVfI7J+2HdMKUcjUmI5M3omldcbj4tFzXOVcQ4nB9/HjxzF+/Hh89dVXeOmll5THnSwGdvny5RikziRiSeDJkyc4c+aMWpxpypQpatGmRo0aKc/bYsWKoXLlyvj666/RpUsXdU2sWrUKR48exf3792NpJtMiARIgARIgARIgARLIAwGKmXmAxUNJgARIIBIBmVdv0qRJaNq0KV555RW10EPfvn1V5/nBgweRTuG2GBLwCpn92u/E1OFHYmhB9kkdm7wTy+uMwyUKmtmDesq9Mly4T58+qF69uhKwfvzxR6xbtw5yffAT3wRkXuOTJ0+q8pw4cSK6d++OBg0aoEqVKihSpAhkugCZKkTKfMKECcrTXgRtPp/ju9xpPQmQAAmQAAmQQPISoJiZvGXPnJMACfhEQFaxHTFihBqeKB1p8fqROdX27NnjU4qMNhoBr5DZp/1OTBlxNNrhhbb92OQdWFFnDAXNAiyB27dvY9GiRZBVo8uUKYNPPvlELcayf//+AkyFUcWKgAiPIkDKlB8iSIowKQLl22+/jaJFi6Jq1apo2LAhevTooV4uyTynp06d4gJusSogpkMCJEACJEACJEACMSRAMTOGsJkUCZBA8hGQoYri/SVzsclKtyKqfP/995g6dSpOnDiRfEBimGOvkNm7w8+YPOJYDC3IW1LHJ2/Hqo9HU9DMGzbX0eKdJ0KXvEAoUaKE8paWxVtk5Wl+gk9AnpdHjhzBypUr1SryMn1HvXr1UKlSJbUQ23vvvQcZIv7TTz9BhoxnZmaqIeQylJwfEiABEiABEiABEiCB5CFAMTN5ypo5JQESCACBK1euKG+xDh06KI8i8SqS3+JBJvv4KRgCXiGzV4efMTHAQqbO9YlJ27D641EUNDWQXHxv27YNMq3D+++/r0QvmftQvPcePXqUi7N5SKwJyIJqsoiOLKYzZswYyOI6devWVYvtyKI7H3zwgRKhZUoAWWRNVpc/f/58rM1keiRAAiRAAiRAAiRAAgEmQDEzwIVD00iABBKfgHhnipdm8+bNldfmhx9+qLw4xZuTC1Dkr/y9QuZPHfcgY+Tx/EVWCGednLQNa1NGUtCMwv6XX35Ri22lpqaiXLly+PjjjzFs2DDs27cvyhncHGsCd+7cwYEDB1Q5ycrwslja559/jjfffBMlS5ZEzZo1lYd6v379IJ6zMp/phQsXYm0m0yMBEiABEiABEiABEohTAhQz47TgaDYJkEBiEpB5NWV+TRkmK/PAiceSzL8p83DykzMBr5DZo+MeTBgZf8P5T03aivUpI3D56Fmucg6ouQ8zMjLwzTffqOHGTZo0UV57FMByvif8OuLmzZvYu3ev8iofPnw4RFz+9NNP8frrr6N06dL46KOP0LJlSwwcOBBz5szBjh07uFq8X4XBeEmABEiABEiABEggyQhQzEyyAmd2SYAE4oeALHghc8LJENratWsrgUBWTJeV02UFdX7cBLxCZveO+5A+8qT7oDj67/SkrdiQMjxpBU0Rv/r3748aNWqoIcgyf+Lq1avx8OHDOCrF+Db1+vXr2L17N+bPn48hQ4agTZs2yhO2bNmyypM8JSUFrVu3xuDBgzFv3jz10uXq1avxnWlaTwIkQAIkQAIkQAIkEHgCFDMDX0Q0kARIgAQsAteuXVPDNkXUeffdd1GxYkU1fFOEhmRf4MQrZP7YcR/Gx7GQqa/50xO3IPOjobh8JPE9NGUuxaVLl6Jdu3Z47bXXIELZ0KFDId7K/PhHQObq3blzJ+bOnYtBgwahVatW6uXJq6++qobx16lTBz/88IMayr9w4UJVHjdu3PDPIMZMAiRAAiRAAiRAAiRAAjkQoJiZAyDuJgESIIGgEjh9+rQaaitDOUX8EQ+2nj17qsVPRBhKlo9XyOza6QDGjTqVMNk/O3EzNn40JCEFzTNnzihP42+//VZNqyArVU+bNg1ZWVkJU35ByIi87Ni+fTtmz56tvF1ljl6Zn7dUqVJ444038NlnnykRWaa0WLx4sZp/9NatW0EwnTaQAAmQAAmQAAmQAAmQQBgBiplhSLiBBEiABOKTgCyAMnbsWNSvX1/NKygLbohnmwzXTdSPV8js0ukAxo46nXDZPTtxEzbXGoQrCeChKV6AAwYMUIvAvPXWW+jUqRNWrVqF3377LeHKLZYZEgF4y5YtmDFjhpqaolmzZuoFx8svv4zy5cvjiy++QPv27TF69GgsW7YMBw8ehCymxA8JkAAJkAAJkAAJkAAJxBsBipnxVmK0lwRIgARyQeDx48fYtGmTEo1kmKisICxeb7KIyuHDh3MRQ/AP8QqZnTsfwphRZ4JveD4tPDdxE7bWGhh3gua9e/ewfPlyJaSJF6AsDCNzLMpcjPzkjcC5c+fUfS3eq71790bjxo1RvXp1lChRQk078dVXXylxWF5qrFixQt3rd+/ezVsiPJoESIAESIAESIAESIAEAk6AYmbAC4jmkQAJkEBBEJCVh0VQ6tq1K6pVq6Y8tWQePFllOB6H9HqFzI6dD2HU6LMFgSrQcZzP2IhtHw4IvKB59uxZTJ48GQ0aNECRIkXw3XffYerUqTh//nyg+Ra2cf+/vfsAjuLM0z++df+6fFtXdVVXdXVXdbXrO2+6tbEtZ9bGNs7G2MZgjBzWGWOMCSbZQuScc05CBmNyzhmRczBZZAEKCBBJJD//enumZ3pmNEKCmVHPzFdVb03qfvt9P+8MW/v4193me20uH7F69WrLz1w2wtiZ3+xDDz2kV155RV988YU6dOigsWPHWjdEMjcDo6q1oleO4yOAAAIIIIAAAgjEUoAwM5baHAsBBBBwiYAJm6ZOnWrdndhUy5nqri5dumjJkiUqKipyyShLHkZwkNmmwz4NT4Ig09bIyVyjze/0Vd7+YzJVd+bu3sbkl19+sTepkMdt27ZZN5CpXbu2qlatqjZt2ljVgVevXq2Q8bj1oDdu3NDhw4e1cuVK/fDDD9bvzoS+r7/+uipVqmTd3MtcQ7Rz585WJfWKFSuUnZ3NXdzduqCMCwEEEEAAAQQQQCDmAoSZMSfngAgggID7BMz180ylV/369fXoo4/qww8/tIKpDRs2VHhI5tQKDjLTO+zXsJEnnJskxfNTmVnaUqtPhQaaJqQ0pzKb0NKElybENHfDNqFmsv+ZSklTMbls2TJlZGRYFdF169bVq6++at3oqHr16tZvrWvXrtYNkFatWqUjR45YoXSy2zF/BBBAAAEEEEAAAQRuJ0CYeTshPkcAAQSSTMBU+JkQ01zX0ISajzzyiBW8mLDThJ4V9RccZLbqeEBDRyXvacunM7O0rVZv5e07GrMKTXOauDld3Jz6bE4fNxWF5nRyU+mbbH/mWqD79++3qpnHjBmj9u3b6/PPP9fLL79s3YDLVDuba1r26NHDMluzZk1SOiXb94L5IoAAAggggAACCERfgDAz+sYcAQEEEIhrAXPauTn93JyGXqNGDZnT0lu0aGGdph6rECs4yEzrcFBDRuXEtWskBn963Gptr9krqoGmuVGPCbbNjXvM2ps7Ypvrr5owL9H/Ll26ZAX45u7f5i7gpgr1k08+kbkLu6lgfvvtt9WoUSP16tVLkyZN0rp167guaKJ/KZgfAggggAACCCCAQIULEGZW+BIwAAQQQCC+BMwNg2bMmCFzAyET6pibk5gbC5mAy9xoKNJ/wUHm9x0PafCoU5E+TNz2lztulXbW7KncvUciUqFpTpFeunSpdVdss761atVSv379tGXLlrg1Km3gFy5c0O7duzV//nwNHz5c6enp+uijj6xT5x9//HFr/t9++6369u1rBfgbN27U6dOnS+uSzxBAAAEEEEAAAQQQQCCKAoSZUcSlawQQQCAZBPbt22fdqMScUmvCn/fee88Kv9auXaubN2/eFUFwkNmyY7YGjSbIDEbNHbdSu2p2LzXQNAHdP//zPwfvar02AfVPP/2kBg0aWNd0NDegGT9+vI4dO1bi9vH2pgnZd+zYoTlz5mjIkCFWEP/BBx/omWeeUeXKla2q02bNmql///6aPn26Nm/erNzc3HibJuNFAAEEEEAAAQQQQCApBAgzk2KZmSQCCCAQO4FNmzZp8ODB+vjjj/XQQw/pyy+/1OjRo7Vr165SB/Gb3/zGOpXX3ig4yGzR6bAGjqYizvYJfswbt1I/v91deUEVmuaO5+YU8X/5l3/Rr37l/599E+4NGjRIderUsUK9Vq1aacGCBTKnVsfjX0FBgXXzoVmzZlnzatmypRWsP/3003rqqaeUmpoq856Zs9nG3KjI7MMfAggggAACCCCAAAIIxJeA///VxNe4GS0CCCCAQBwImGBs+fLl6tatm2rWrKkqVarIVMCZ6wsePXo0YAYmaLv33nutqs7gILNZpyPqP/pMwPa8CBXIz1ihPW93Vd7ew9Yp58bYhJV///d/bwWZxvjf//3f9eKLL1rrYU6dNlWI8fKXl5dnne5uLnNgqijNd8kEtaa60lRZmmpLc/kDU31pqjBNYFtYWBgv02OcCCCAAAIIIIAAAgggUAYBwswyILEJAggggEBkBMy1Bk1VnLkuobnrc7Vq1ay7QP/Xf/2XL2z77//+b3333Xe6evWqzp8/r6adj6rfaE75LesKFGSs0L4aXbRh3lKZO2r/zd/8jc/WhJkm2Dxy5EhZu4v5duY7Yq5LOXXqVOs6leZ6le+8846eeOIJ6wZEf/3rX2WqSM31Lc11Ls31Ls11L/lDAAEEEEAAAQQQQACB5BAgzEyOdWaWCCCAgCsFDh48aF2b8f/9v/8XELj927/9m3UTlsYdj6jvmDxXjt3NgzqbsVzz7v9E//UP/xrgasJM0yr6z1yjc/369Zo8ebJ69+6txo0bW3cGN3cINzcdMncMN3cON3cQN3cS37Nnjy5evFjRw+b4CCCAAAIIIIAAAggg4AKBiv9/NC5AYAgIIIAAAhUrYIdszsd7nxykbsNOVuzA4vjohRnLtL5KE7X6sqF1vUhzKvZ9990nUwV7zz33RH1mx48f15o1azRx4kT16NFD5gZRplL04Ycf1ksvvaTPPvvMumO6uZ7qkiVLtH//fl25ciXq4+IACCCAAAIIIIAAAgggEN8ChJnxvX6MHgEEEEgIAXMq9H/+539aYZu5rubzqfPVfQQ3+7nbxS0cu0zZb3VU/h7PNTTN3cnN9Uh/+eUXq2tzl+9GjRrpP/7jP8p9KNOPuSbn6tWrNWHCBOu6qF9//bXeeOMN68ZPr776qurWrauOHTsqIyNDy5Ytk6nELS4uLvex2AEBBBBAAAEEEEAAAQQQsAUIM20JHhFAAAEEKkTAhGL9+vXT3LlztX37djXsclK9xnKX6UgtxvmxS3X4rQ6+QPP69etWoGlO365atar+7u/+Luyp52bb7OxsrVixQpmZmercubPq1atnXeu0UqVK1qN5bd43n5vtDh8+rBs3bkRq+PSDAAIIIIAAAggggAACCAQIEGYGcPACAQQQQCCWAsF3LW/QJUc9x56N5RCS4ljnxy7R0TfbKX9PtoqKitShQwf9/ve/D7iepqmcNBWUppLSVFSaysoHH3zQqrQ0FZfmjvSmAtNUYpqKTLN2/CGAAAIIIIAAAggggAACsRYgzIy1OMdDAAEEELAEgoPMr7ueUo+xhehESeDC2CU6/mY7vfHEM/r1r38dEGSaa5Waa1qaa1uaa1yaa12eOHEiSiOhWwQQQAABBBBAAAEEEEDgzgUIM+/cjj0RQAABBO5QIDjI/KrraXWv0CAzR5l10pQVMB/zXopS6mQqJ+D9+H1RNGaxFv++th6/548KvoN8SkpK/E6MkSOAAAIIIIAAAggggEDSCBBmJs1SM1EEEEDAHQIhQWa3M+qWcS4qg8tKT1HaSrtrE06mKvO4/dr5mKU0Z2i5Mk0pKd5tj2cqNSU46HTse7vPHZvaT3MyUq1xmfGlZsQ2Kr04ZrEOvdhMvVq01muvvaZ7771X5gZMv/nNb+zh8YgAAggggAACCCCAAAIIuFaAMNO1S8PAEEAAgcQTcAaZ5k7aX3bLVZeM81GaaJbSTAhpBZMpMpWHwc0KEkv53Ld9eprSUjzBqAkife+X0Kf9mT9EDZ2eHWaaT7LS7YDVjNceo/1e6L6ReOfSmEU6VT1dBXuyrbuMm+thmrWx73IeiWPQBwIIIIAAAggggAACCCAQDQHCzGio0icCCCCAQIiACcrMXa6vXr0qE2TW7Z6nzuMuhGwXsTdWpgVUPToDxOBjmM9S63iqJYM/C35dWj/2tgHblCUstatAvR1Y44lyxeblMQt1pnorFe49rCtXrlhrQ6BpryCPCCCAAAIIIIAAAggg4FYBwky3rgzjQgABBBJIwASZN2/e1LVr13T+/AV93i1PnaIZZMpzvcvUjCzPdS99FY925aP30XtqeVZ6mjK9p37LGT6m21fRLOk09KC+HMcIqMoMClXNsgaEnSHrXNrp8CEb39Ubl0cvUO7raTq377AVMps1ojrzrkjZGQEEEEAAAQQQQAABBKIsQJgZZWC6RwABBBCQFZCZqsxLly6rZpuz6pR5MaosVliY7qjMPJ6ptLCVjp6gMssRZlqnn5trYaZneYPHoDCzPKN3hqMm8DQBqSPgLPt1Pctz0LJve3X0AuU/UV9FB4/p+vXr1unmZd+bLRFAAAEEEEAAAQQQQACB2AoQZsbWm6MhgAACSSlgTl82QdnFixf1Za98NRkUretkenizMjKV4wgMTbhpX8vS/+i8wY+/yjIt3dz8x/u6hDCz5L78+9v7+m7s4xiHVfVpwkxvUGo9Om88ZL8fw2/JpR6TlP9aS53PK7AqZznVPIb4HAoBBBBAAAEEEEAAAQTKLUCYWW4ydkAAAQQQKK+AOXXZhJmXLl1Sbm6uGvU9pW8HRucO5r6xOUNE35veJ6Za0ncKuec936nf9n5lqMz037zHnBpe8h3Pff2aw/iOayo905QW9u7qwQOOzuuLPSfr9HsddPrYCRUVFVGZGR1mekUAAQQQQAABBBBAAIEIChBmRhCTrhBAAAEEShawr5lpbv5TWFioEydOqGHv42o6oLDkHSLxrh1KWncMT1GKXQFpAkX7ueM4dsWluRGQXV1pAk9PGFnSaebeu6VbfQSFmY4KS3/g6blWpl2xaU4v9z8PrBINuOamY4yRfHqh52SdTO2gYwezVVBQoMuXL1s3AeKamZFUpi8EEEAAAQQQQAABBBCItABhZqRF6Q8BBBBAoEQB+1RzU51pwrNjx46psQk0+xeUuP1dv+kIM62+7GtXBgeZ9vspKbJCRHs/RyApBYeZJsj0bm91Hhpmeq7R6d3PdwwTWpptvaelW2Nx7GuOGdDvXSuU2MGFnlN0vE4HHdl/UHl5edbp/+bmTJxiXiIXbyKAAAIIIIAAAggggICLBAgzXbQYDAUBBBBIZAFT8WfCMhOamUAzPz/fCjSb9DqmZv3yIz91O5QM7rmUykxfmGluHpTiqZy0Kzbt09JNRWVKSugp5b7tvNfbtPsKrLL0BJl2RaZvn+CANXjMEXx9rtdUHa3T0QoyzSn/5vTy4uJi627zVGVGEJquEEAAAQQQQAABBBBAICoChJlRYaVTBBBAAIGSBJyBprkZkB1oftvrqFr0yytpF96LoMC5XtN0JLUTQWYETekKAQQQQAABBBBAAAEEYitAmBlbb46GAAIIJL1AuECzac8jatk3N+l9ogVwttc0Zad2JsiMFjD9IoAAAggggAACCCCAQEwECDNjwsxBEEAAAQScAuECzWY9D+s7Ak0nVUSe5/ecpkPvdSHIjIgmnSCAAAIIIIAAAggggEBFChBmVqQ+x0YAAQSSWCBcoNm8Z7a+73s6iWUiO/W8XtN14L2uBJmRZaU3BBBAAAEEEEAAAQQQqCABwswKguewCCCAAAJSuECzZc9stSLQvOuvSG6vGdr/fjeCzLuWpAMEEEAAAQQQQAABBBBwiwBhpltWgnEggAACSSoQLtD8rschpffJSVKVu5/2mV4ztPf97gSZd09JDwgggAACCCCAAAIIIOAiAcJMFy0GQ0EAAQSSVSBcoPl9j4NqTaBZ7q/F6d4zteeDHgSZ5ZZjBwQQQAABBBBAAAEEEHC7AGGm21eI8SGAAAJJIhAu0EzrfkBtep9MEoW7n+ap3rO0+4OeBJl3T0kPCCCAAAIIIIAAAggg4EIBwkwXLgpDQgABBJJVIFyg2ar7frXrfSJZWco875zes7X7g146vP+gcnNzVVRUpOLiYt28edO6PmmZO2JDBBBAAAEEEEAAAQQQQMClAoSZLl0YhoUAAggkq0C4QDO9+z617308WVluO++TvWdr5we9CTJvK8UGCCCAAAIIIIAAAgggEM8ChJnxvHqMHQEEEEhQgXCBZpvue9Wx97EEnfWdT+tEnzna8WEfgsw7J2RPBBBAAAEEEEAAAQQQiBMBwsw4WSiGiQACCCSbQLhAs223PerY62iycYSd7/E+c7Xtw74EmWGF+AABBBBAAAEEEEAAAQQSSYAwM5FWk7kggAACCSYQLtBs122POhNo6lifedr6134EmQn2vWc6CCCAAAIIIIAAAgggEF6AMDO8DZ8ggAACCLhAIFyg2b7rz+rS87ALRlgxQzjad542/7U/QWbF8HNUBBBAAAEEEEAAAQQQqCABwswKguewCCCAAAJlFwgXaHboulvdkjDQPNJ3vjZ9NECH9x/iruVl/xqxJQIIIIAAAggggAACCCSAAGFmAiwiU0AAAQSSQSBcoNmp6y5173EoGQisOR7uu0AbPhpIkJk0K85EEUAAAQQQQAABBBBAwClAmOnU4DkCCCCAgKsFwgWanbvuVI+eiR9oZvdbqPUfDyLIdPW3lMEhgAACCCCAAAIIIIBANAUIM6OpS98IIIAAAhEXKCnQXLZsmV59daB6dD8Q8eO5pcND/RZqeZ0+erv6W1q/fr2KiopUXFysmzdvypjwhwACCCCAAAIIIIAAAggkgwBhZjKsMnNEAAEEEkzAGWhOnDhR999/v4YMGaKuXbard4/ECzQP9lukNR8PsSoyhw0bppSUFM2YMYMgM8G+10wHAQQQQAABBBBAAAEEbi9AmHl7I7ZAAAEEEHChgAk0u3btqrfe8lQq5ufn69ixY+rWebv6dN/vwhHf2ZAO9FusrI+HBpxavm7dOr3++uvq06fPnXXKXggggAACCCCAAAIIIIBAnAoQZsbpwjFsBBBAIJkFjh49qk8++URpaWm6evWqrl27posXL8oONLt33qa+3ffFPdH+/ku0+pNhAUGmfWq5Oc3822+/1VdffWXd0TzuJ8sEEEAAAQQQQAABBBBAAIEyCBBmlgGJTRBAAAEE3COwcOFCVa5cWePGjbMG5Tzl3Blo9ui8Vf267XXPwMs5kn39l2jlJ8NLDDKd18g0p50///zzWr16dTmPwOYIIIAAAggggAACCCCAQPwJEGbG35oxYgQQQCBpBfr376/XXntNGzZsCDAIF2j26rxFA7rtCdg2Hl7s7b9UKz4dcdsg057L8uXLVaVKFY0ePdp+i0cEEEAAAQQQQAABBBBAICEFCDMTclmZFAIIIJBYArm5udbp1E2aNNH58+dLnFy4QLN3p80a2O3nEvdx45t7BizTsk9HKnv/Iev08bLetfzkyZP6/PPP1bJlS+vUezfOjTEhgAACCCCAAAIIIIAAAncrQJh5t4LsjwACCCAQVYGVK1eqatWqMqdT3+4vXKDZp9MmDYqDQPPnAcu19LNR5Q4ynS49evRQjRo1tHPnTufbPEcAAQQQQAABBBBAAAEEEkKAMDMhlpFJIIAAAokpMHz4cD333HNasWJFmScYLtDs23GjBnfdVeZ+Yr3hrgHLtfiz0XcVZNpjnjFjhh588EFNmTLFfotHBBBAAAEEEEAAAQQQQCAhBAgzE2IZmQQCCCCQWAIXLlyw7tRdr149nTlzptyTCxdo9uu4UUNdGGjuHLhCwVUAGwAAIABJREFUiz4bo+wD5Tu1vDSYPXv2qHbt2urcuXNpm/EZAggggAACCCCAAAIIIBBXAoSZcbVcDBYBBBBIfIGNGzeqWrVq6tu3711NNlygOaDjBg3r4p5TsHcMXKkFn42NaJBpw928eVOtWrXSxx9/rKNHj9pv84gAAggggAACCCCAAAIIxK0AYWbcLh0DRwABBBJPIDMzU0888YQWLFgQkcmFCzQHdlyvEV12ROQYd9PJ9oGrNP/zjKgEmc5xjRs3TpUrV9aiRYucb/McAQQQQAABBBBAAAEEEIg7AcLMuFsyBowAAggknsD169etCsKPPvpIR44ciegEwwWagzqs04jO2yN6rPJ0tm3gKs39fFzUg0x7TOvXr9fLL7+sQYMG2W/xiAACCCCAAAIIIIAAAgjEnQBhZtwtGQNGAAEEEktg165dqlWrlrp27Rq1iYULNAd3WKtRXbZF7bjhOt46aLXmfJGpwwezlZubq6KiIhUXF8ucFm7GGq2/s2fP6ptvvlHDhg1VWFgYrcPQLwIIIIAAAggggAACCCAQNQHCzKjR0jECCCCAwO0EzN22H3jgAU2fPv12m9715+ECzSHt12h056133X9ZO9gyKEuzv/gh5kGmc3wDBw7UK6+8og0bNjjf5jkCCCCAAAIIIIAAAggg4HoBwkzXLxEDRAABBBJToFOnTnr33Xdl7rodq79wgeaw9ms0tvOWqA9j86A1mlV3fIUGmfYkFy5cqCeffFLmOqX8IYAAAggggAACCCCAAALxIkCYGS8rxTgRQACBBBE4dOiQPvzwQ7Vp00a3bt2K+azCBZrD22cpo9PmqI1n06A1mlF3giuCTHuS5vqk5jql6enpFbIW9jh4RAABBBBAAAEEEEAAAQTKKkCYWVYptkMAAQQQuGuBuXPn6tFHH9WECRPuuq+76SBcoDmi/WqNi0KguXHwWk3/8kdXBZlOP7tKdu/evc63eY4AAggggAACCCCAAAIIuE6AMNN1S8KAEEAAgcQU6NWrl9544w1t2RL907nLIhgu0BzZbpUyO24sSxdl2mbD4HWa+uVE1waZ9iQmT56shx56SDNnzrTf4hEBBBBAAAEEEEAAAQQQcJ0AYabrloQBIYAAAoklcPLkSX3xxRdq3ry5Ll265KrJhQs0R7VbqfERCDTXD1mvKV/+5Pog016UHTt2qEaNGurZs6f9Fo8IIIAAAggggAACCCCAgKsECDNdtRwMBgEEEEgsgaVLl6pKlSoaNWqUaycWLtAc3XaFJnRcf8fjXjdkvSbXmxw3QaY90StXrqhFixZWAJ2Tk2O/zSMCCCCAAAIIIIAAAggg4AoBwkxXLAODQAABBBJPYPDgwXrxxReVlZXl+smFCzTHtF2uH+8g0Fw7ZIMmfTVF2QezlZubq6KiIhUXF+vmzZsyx4qHPxNAP/PMM1qxYkU8DJcxIoAAAggggAACCCCAQJIIEGYmyUIzTQQQQCBWAmfPnlXDhg3VoEEDFRQUxOqwd32ccIFmRtvlmthhXZn7XzNkoyZ+NTWug0x7sqtWrVLVqlU1fPhw+y0eEUAAAQQQQAABBBBAAIEKFSDMrFB+Do4AAggklsDatWv18ssva+DAgXE5sXCB5ri2yzSpw9rbzilr6CZNrD9N2QcPx21FZvAkz5w5o3r16qlp06auu+Zp8Fh5jQACCCCAAAIIIIAAAokvQJiZ+GvMDBFAAIGYCIwZM0ZPPfWUlixZEpPjResg4QLNzDZLNbn9mrCHXT10kybUn55QQaZzsr1797buRr9161bn2zxHAAEEEEAAAQQQQAABBGIqQJgZU24OhgACCCSegLlhTMuWLfXZZ5/pxIkTCTHBcIHmD22WaEr70GuArhq6WeO/npGwQaa9qHPmzNEjjzyiiRMn2m/xiAACCCCAAAIIIIAAAgjEVIAwM6bcHAwBBBBILIFt27bprbfeUs+ePRNrYpJ1o55bt27p2rVrunjxovLz83Xs2DGNb71YU9uv9s135bAtyvx6ZsIHmfaEDxw4oPfee08dOnSw3+IRAQQQQAABBBBAAAEEEIiZAGFmzKg5EAIIIJBYAqY67+GHH9bs2bMTa2KO2YSr0Pyx9SJNb79aK4dvU+Y3s5MmyHTQqG3btvrggw906NAh59s8RwABBBBAAAEEEEAAAQSiKkCYGVVeOkcAAQQSU6Bdu3Z6//33Zar0Ev3PGWheunTJukP7yZMnNb7FAo34aIaOHj6mvLw8FRUVqbi4WDdv3rSqOhPdxcxvwoQJeuyxxzR//vxkmC5zRAABBBBAAAEEEEAAARcIEGa6YBEYAgIIIBAvAvv27VNqamrSnWIcHGieO3fOCjBP55xRYWGhdRq6OR09mYJM+zu7adMmVatWTf369bPf4hEBBBBAAAEEEEAAAQQQiJoAYWbUaOkYAQQQSCyBmTNn6qGHHtKkSZMSa2JlnI0daF6/fl1Xr16VqdI0zdwAKVmDTJvuwoULatKkierXr29dW9R+n0cEEEAAAQQQQAABBBBAINIChJmRFqU/BBBAIAEFunXrprfffls7duxIwNmVfUp2oGkqMG/cuOFr5kZB5rNk/xsyZIhefPFFrVmzJtkpmD8CCCCAAAIIIIAAAghESYAwM0qwdIsAAggkgsDRo0f1ySef6Pvvv7euB5kIc4rEHExwGdwi0W8i9LF06VI9/fTTGjNmTCJMhzkggAACCCCAAAIIIICAywQIM122IAwHAQQQcIvAwoULVblyZWVkZLhlSIwjTgROnDihzz77zArBzSn4/CGAAAIIIIAAAggggAACkRIgzIyUJP0ggAACCSTQv39/vfrqq1q/fn0CzYqpxFrAXJ6gZs2a2rVrV6wPzfEQQAABBBBAAAEEEEAgQQUIMxN0YZkWAgggcCcCubm51k1cGjdurPPnz99JF+yDQIDA9OnT9cADD2jq1KkB7/MCAQQQQAABBBBAAAEEELgTAcLMO1FjHwQQQCABBVatWqXnn39eQ4cOTcDZMaWKFNi9e7dq1aqlrl27VuQwODYCCCCAAAIIIIAAAggkgABhZgIsIlNAAAEE7lZgxIgRevbZZ7VixYq77Yr9EShR4Pr160pLS7NuKHXs2LESt+FNBBBAAAEEEEAAAQQQQOB2AoSZtxPicwQQQCCBBYqKitS0aVN9+eWXOn36dALPlKm5RWDs2LF66qmntGTJErcMiXEggAACCCCAAAIIIIBAHAkQZsbRYjFUBBBAIJICmzZt0uuvv66+fftGslv6QuC2AmvXrtVLL72kwYMH33ZbNkAAAQQQQAABBBBAAAEEnAKEmU4NniOAAAJJIvDDDz/oiSee0Pz585NkxkzTbQIFBQVq0KCBuNmU21aG8SCAAAIIIIAAAggg4G4Bwkx3rw+jQwABBCIqcOPGDaWnp+ujjz7S4cOHI9o3nSFwJwL9+/fXa6+9po0bN97J7uyDAAIIIIAAAggggAACSSZAmJlkC850EUAgeQXsO0p36dIleRGYuSsFFixYYFUKm4ph/hBAAAEEEEAAAQQQQACB0gQIM0vT4TMEEEAgQQSmTJmiBx54QNOmTUuQGTGNRBPIzs7Whx9+qDZt2uiXX35JtOkxHwQQQAABBBBAAAEEEIiQAGFmhCDpBgEEEHCrQKdOnVS7dm39/PPPbh0i40LAJ9CxY0fVqVNH+/bt873HEwQQQAABBBBAAAEEEEDAFiDMtCV4RAABBBJM4NChQ1alW+vWrXXr1q0Emx3TSWSBn376SQ8//LBmz56dyNNkbggggAACCCCAAAIIIHAHAoSZd4DGLggggIDbBebOnavHHntM48ePd/tQGR8CJQps27ZNb775pnr16lXi57yJAAIIIIAAAggggAACySlAmJmc686sEUAggQV69+6t6tWra8uWLQk8S6aWDAKXL19W8+bNVbduXZ0+fToZpswcEUAAAQQQQAABBBBA4DYChJm3AeJjBBBAIFYC5qYn5W3OseXk5FihT7NmzXTp0iXnRzxHIK4FRowYoeeee04rV64MmUd5fzPcXCiEkDcQQAABBBBAAAEEEIgrAcLMuFouBosAAokssHfvXm3evLnMzRnKLFu2TM8884xGjRqVyETMLYkFTJBpAk0TbDr/Dhw4UObfjPl9Xb9+3bk7zxFAAAEEEEAAAQQQQCDOBAgz42zBGC4CCCSuwJ2GmUOGDNELL7ygrKysxMVhZghIOnXqlFV9bE49N6egmz/CTL4aCCCAAAIIIIAAAggklwBhZnKtN7NFAAEXC5Q3zDx79qwaNWqkBg0aKD8/38UzY2gIRFbA3BTI3BzI3O2cMDOytvSGAAIIIIAAAggggIDbBQgz3b5CjA8BBJJGoLxhZrVq1TRw4MCk8WGiCDgF2rZtq0qVKmndunWcZu6E4TkCCCCAAAIIIIAAAgkuQJiZ4AvM9BBAIH4EPGHmQnV5I0UpKSW3Nzst9AU3S5YsiZ/JMVIEoiCwZcsW/fjj6FJ/M77f0htdtJBrZkZhFegSAQQQQAABBBBAAIHYChBmxtaboyGAAAJhBfxhZj2NLelGQKPqyRlmOm8AFLZTPkAgwQW2bt3qC/g9N9Dy/AcB52/FeWMtbgCU4F8IpocAAggggAACCCCQ8AKEmQm/xEwQAQTiRcAfZpZclWkqzJwBDWFmvKws44ymgP+amWNVz1vRXO8rE/yP9VZsBv7HAcLMaK4GfSOAAAIIIIAAAgggEH0BwszoG3MEBBBAoEwC/jAzMHzxVZVRmVkmRzZKLoEDmybrTSvEdPxuAn4rdsj5prrM2yzCzOT6fjBbBBBAAAEEEEAAgcQTIMxMvDVlRgggEKcCe+f1DXutTN91/6zQxhPKUJkZpwvNsCMq4K/M3Bx0unnJrwkzI8pPZwgggAACCCCAAAIIxFyAMDPm5BwQAQQQKFnAU5kZFMAEVJgFfkaYWbIj7yaXgCfMLP3GWSnem/+YKmfCzOT6fjBbBBBAAAEEEEAAgcQTIMxMvDVlRgggEKcCvjDTGWCOqhdSrVlvlCfUJMyM04Vm2BEV8IeZjtPMA26gNVb1CDMjak5nCCCAAAIIIIAAAghUpABhZkXqc2wEEEDAIeC/ZmaK7MByszPYDAhoNosw04HH06QVIMxM2qVn4ggggAACCCCAAAJJKkCYmaQLz7QRQMB9AibMHPuVuWO55y7MVqBJmOm+hWJErhLwh5kpIVXMvmvNUpnpqjVjMAgggAACCCCAAAII3I0AYebd6LEvAgggEEGB9eNb681OC703MSntGoDcACiC7HQV5wL+MJPTzON8KRk+AggggAACCCCAAAJlEiDMLBMTGyGAAALRF/BdMzPodHJz05KSGqeZR39NOIL7BTxhZsm/kZJ+N9wAyP1ryggRQAABBBBAAAEEEChNgDCzNB0+QwABBGIoQJgZQ2wOlTAChJkJs5RMBAEEEEAAAQQQQACBMgkQZpaJiY0QQACB6AsQZkbfmCMkngBhZuKtKTNCAAEEEEAAAQQQQKA0AcLM0nT4DAEEEIihQEFBgYLb7NmzlZmZGfK+2Y7TzGO4OBzKtQLBvxnzevLkyRowYECJvxtOM3ftUjIwBBBAAAEEEEAAAQTKJECYWSYmNkIAAQQqRsAEmT169KiYg3NUBOJUYOrUqWrXrl2cjp5hI4AAAggggAACCCCAQGkChJml6fAZAgggUMEChJkVvAAcPi4FCDPjctkYNAIIIIAAAggggAACZRIgzCwTExshgAACFSNAmFkx7hw1vgUIM+N7/Rg9AggggAACCCCAAAKlCRBmlqbDZwgggEAFCxBmVvACcPi4FCDMjMtlY9AIIIAAAggggAACCJRJgDCzTExshAACCFSMAGFmxbhz1PgWIMyM7/Vj9AgggAACCCCAAAIIlCZAmFmaDp8hgAACFSwwdOhQtW/fvoJHweERiC8Bwsz4Wi9GiwACCCCAAAIIIIBAeQQIM8ujxbYIIIBAjAWozIwxOIdLCAHCzIRYRiaBAAIIIIAAAggggECJAoSZJbLwJgIIIOAOAcJMd6wDo4gvAcLM+FovRosAAggggAACCCCAQHkECDPLo8W2CCCAQIwFCDNjDM7hEkKAMDMhlpFJIIAAAggggAACCCBQogBhZoksvIkAAgi4Q4Aw0x3rwCjiS6Bly5ZKTU2Nr0EzWgQQQAABBBBAAAEEECiTAGFmmZjYCAEEEKgYAcLMinHnqPEtQGVmfK8fo0cAAQQQQAABBBBAoDQBwszSdPgMAQQQqGABwswKXgAOH5cChJlxuWwMGgEEEEAAAQQQQACBMgkQZpaJiY0QQACBihEgzKwYd44a3wKEmfG9foweAQQQQAABBBBAAIHSBAgzS9PhMwQQQKACBC5duqS//du/1T/8wz9Yj+b5P/7jP1rP9+/fXwEj4pAIxJcAYWZ8rRejRQABBBBAAAEEEECgPAKEmeXRYlsEEEAgRgKVK1fWr371q4D24IMPxujoHAaB+BYgzIzv9WP0CCCAAAIIIIAAAgiUJkCYWZoOnyGAAAIVJDBgwACrGtMZaDZu3LiCRsNhEYgvAcLM+FovRosAAggggAACCCCAQHkECDPLo8W2CCSQwC+//CKaew3y8vLkrM6sVKmStm/fzpq5/HubQP9ExPVUCDPjevkYPAIIIIAAAggggAACpQoQZpbKw4cIJJ6ACTBv3bqlmzdv6saNG1a7fv26aO4z6N27t/7pn/7JOtW8ZcuWrJFLv6f278j8psxvy/zG+KtYAcLMivXn6AgggAACCCCAAAIIRFOAMDOauvSNgMsE7CDThC/FxcW6fPmyLl68qKKiIpoLDbKzs/XYY4/pT3/6k7KyslgjF66R+e2Y35D5LV29etUKnAk0K/4fPsLMil8DRoAAAggggAACCCCAQLQECDOjJUu/CLhQwISZJsg0ocvbrQt1/6cFuu/jPN3/cZ4qfZyrBz4+owc/OqOHPjqtlI9O6WHT/pqjR612Uo/99YQe//C4nvjwuJ788Jgqf3hMf/ngqJ764Iie/uCIqnxwWFXez9Yz72fr2fcP6bn3D6nqewf1/HsH9MJ7+/Xie/v1Uuo+vWy1vXqlzh69WudnvVbnZ1Wrs1uvv7tb1d/dpTfe3ak3392pt2rv0Fu1t6tG7e16u/Y21Xxnm2q9s1XvvLNFtWtt1ru1NqtOrU1KNa3mRr1Xc4Per7leH9Rcrw/fXqe/vr1OH729Vh+/vUaf1FijT2tk6dMaq/VZjdX6/K1V+uKtVar71kp9+dYK1Xtzub56c7nqv7lMX5v2xlJ988YSqzV8Y7EaVV+kxtUXqUn1hfq2+gI1fX2Bmr0+X81en6fmr89Ti2pz1bLaXH1XbY6+rzZbaa/NUqvXZin9tZlqbdqrM9T21elWa/fqNLV/Zao6vDJVHV+Zok6vTFHnlyery8uT1OXln9T15Z/U7aWJ6v7SRLWpPEJtnhymXi9OUO8Xx6vPiz+or2kvZKr/C+OsNuCFDA18fqwGPT9Wg58foyHPj9HQqqM1rOooDas6UiNMe26ERj43QqOeG67Rzw3TmGeHaeyzQ5Xx7BCNM+2ZwfrBaoM0/pmBmlBlgH6sMkATq/TXT1X6a9LT/TT56b6a/HQfTTXtqd6a9lRvTX+ql2Y81VMz/9JTs/7SQ7P/0l1z/tJdcyt30zyrddX8yl204MnOWvhkZy16spMWP9lJS57oqKVPdNDSJ9pruWmPt9OKx9tp5eNtterxNlr9WBtlPdZaax5L19rH0rXu0VZab7U0bXjke2185DtteuQ7bX6kpbY83FJbH26hbQ83t9qOlGbakdJUO1OaalfKt9r9UBP9/FAT7XmosfY+2Ej7Hmyk/Q821AHTHvhGBx9ooEMPfK3sB77W4Ur1daRSfR2t9JWOVaqn4/fX04n7v9SJ++vq5P11lXPfFzp13xc6fd/nOnPfZ8r986fK+/OnKrjvUxU+2UBXrlyxfmNUZ1bsP4CEmRXrz9ERQAABBBBAAAEEEIimAGFmNHXpGwEXCdhVmdeuXbMq/N5KL9CqndeVe+6WpxXeUm7hLeUV3ixzyy+8qcB2Q/mFoa2g8IZu366roPC6zga3s9d1NkwrPHtdhWev3badO3tN4Vuxzp31t/Nni1WmVnBVF8rRigquyt+uqKggfLtYcEXh22VdLPC0SwWXFdLyL+tSCe1y/mVdzr9UpnYl/5JC20VdyQ9sV/MvqmytSMX53pZXpOLbtGt5RfK3C7qWV3K7nndBpbfzup7naTfyzitsyz2vG452M/e8buaeK1O7lXtOpt3MPqWCx+vrwoULVtUz1ZkV+48fYWbF+nN0BBBAAAEEEEAAAQSiKUCYGU1d+kbARQImzDTX9DNVmYWFhXrj+zwrzHTREBkKAnErYMLM/MfqqaCgwPqNmd8a1ZmxXc69e/dq3LhxVvvmm29Uo0YN32sTbvKHAAIIIIAAAggggAACiSFAmJkY68gsELitgB1mmtNg8/PzVf37XMLM26qxAQJlE/CEmV/J3IXe/MYIM8vmFumtfvvb31o3zPrVr37le/z1r39NsBxpaPpDAAEEEEAAAQQQQKACBQgzKxCfQyMQSwFnmGkCl+rfEWbG0p9jJbaACTPzHq2n3Nxc62ZAhJkVs96ffvqpL8S0A80qVapUzGA4KgIIIIAAAggggAACCERFgDAzKqx0ioD7BELCTCoz3bdIjChuBeItzDT/HiRiW758uX73u9/5As1//dd/1ciRIxNyrmb9+EMAAQQQQAABBBBAIBkFCDOTcdWZc1IKhISZVGYm5feASUdHwBNmfunaykw7uDQ3Jkr09u677/rCzGeeeca6KVOiz9le3+h8u+kVAQQQQAABBBBAAAF3CRBmums9GA0CURMICTOpzIyaNR0nn4CbKzPNb9+EeebU9+vXr+vatWvWHdeLi4sT8nHSpEm65557ZKoyhw4dmpBzdK6dWdMbN25Ya2zWmj8EEEAAAQQQQAABBBJdgDAz0VeY+SHgFQgJM6nM5LuBQMQE3Bpm2kGmCbuWbL6kqSsuaMqyQk9bWqApSwo0dUmBpi3Jt9r0JXkybcbiXM30tlmLz8i02YtPa/ai05qz6LTmLjpltXmLcmTa/IWmndSChSe1cOEJqy1aeEKLFhzXYqsd05IFx7R0wVGrLZt/VMvmH9Hy+Ue0Yv5hq62cf1gr52dr1TzTDmm11Q4qa95BrTFt7gGttdp+rZu7X+uttk8b5u7Thjl7tdFqe7Rpzh598EJdPfvHV7Xyxw3aMnu3tnrbttm7tN20WTu1w9t2ztoh03bN2q7dMz3t55nbZNqemVu117QZW7TP2/bP2CzTDszYpAPTN+ng9E06NH2j1bKnb5Bph6et1xFvOzptnUw7Nm2tjk1dq+NT1+rE1DVWOzk1S6blTF2tnCmrdWrKap2esspqZ6aslGm5k01bobzJK5Q/ebnVCiYv09nJy1U4ebkuTF2hSzNWW0G1Ca0JNCP2s6YjBBBAAAEEEEAAAZcKEGa6dGEYFgKRFggJM6nMjDQx/SWxgJvDTFORaSr55q87p1ptz+vTbuf1WddCfd61UF90Pau6XQv0ZZd8fdUlT/U75+rrzrlq0Pm0GnY6rUadTqlxpxw16XhSTTueULOOx9W8w3G16HBULTsc1fftjyit/WG1apet9HaH1LrdQbVtd0Dt2u5X+7b71aHNPnVqs1ed2+xRlzY/q2vr3ereepd6pO9Uz/Sd6pW+Q73Tt6tPq23q12qr+qdt0YC0zRqYtkmDv9+kId9v1NDvN2jYd+s14rt1GvndWo1quUajW2ZpbMssZbRYrXEtVimzxUr90HyFxjdfrh+bL9PEZkv1U7OlmtRsiaY0XaypTRdpWtOFmv7tAs38dr5mNZmn2U3maU6TuZrXZI7mN56tBY1naWGjmVrUaIYWN5qupQ2na1nDaVrecKpWfDNFq76ZrNXfTFJWg5+0psFErWswUeu//lEbvp6gjV+P16b6P2hL/UxtrT9O277K0PavMrTjq7HaVW+MdtcbrZ/rjdKeL0dq35cjtL/ucB2oO1wH6w5Tdt2hOvzFEB35YrCOfj5Ixz4fqOOfD9DJz/sr57N+OvVZP53+tK9yP+2jvE97K//TXir4pKcKP+mhcx931/mPu6uw23hduXLFqtAkzEzif4iYOgIIIIAAAgggkCQChJlJstBME4GQMJPKTL4UCERMwK3XzDS/e1OVefnyZc3JKlCtducjNmc6cofA5S4/Kq9Thi5evOirznTHyBgFAggggAACCCCAAALRESDMjI4rvSLgOoGQMJPKTNetEQOKXwE3V2aaayqaoGvGijOq2eZc/CIz8hIFLneZoDMdxuj8+fPW9VA51bxEJt5EAAEEEEAAAQQQSCABwswEWkymgkBpAiFhJpWZpXHxGQLlEnBrmGmCLRNmFhUVadqyU6rZljCzXAsbBxtf6jxBp9qN0rlz56zLCRBmxsGiMUQEEEAAAQQQQACBuxIgzLwrPnZGIH4EQsJMKjPjZ/EYqesF3B5mXrhwQVOX5lCZ6fpvUvkHeKnzeCvMLCwsJMwsPx97IIAAAggggAACCMShAGFmHC4aQ0bgTgRCwkwqM++EkX0QKFHArdfMtCszfWEmlZklrl88v2kqM3PajhRhZjyvImNHAAEEEEAAAQQQKI8AYWZ5tNgWgTgWCAkzqcyM49Vk6G4ToDLTbSuSPOMxlZmEmcmz3swUAQQQQAABBBBAQCLM5FuAQJIIhISZVGYmycozzVgIxE2YSWVmLL4OMT0GlZkx5eZgCCCAAAIIIIAAAi4QIMx0wSIwBARiIRASZsa4MjMrPUVpKx0zPZ6p1JQUpditTqZyHB9npacpK+B1qjKPO94o6enKNKWkB+yltBT/fjkZqaHHM/vYY0hJUWqGPYocZdZxjC8lcDwlHd68V+IxlKW0lKD5h+ugrO8bP4eZ8XX5dZOZAAAcQElEQVTOI6WM4/UczjPXgPUp6zis7co2P2Pj95UUZG/Gf+djKGnAZl7+9S9pi0i9FzdhJnczj9SSu6YfKjNdsxQMBAEEEEAAAQQQQCBGAoSZMYLmMAhUtEBImBnTykxP2BUQNFphpj8gNGGcP+gKDteCX4fRLC3MDDqer4eAfcw47fArKAizgjf/eH37O5+EO4Zzm0g9LyHMvPMgsIy+dzn2EsPMgPD5Lg8QsnvQGoZ8Hrk3uGZm5CzpqXwCVGaWz4utEUAAAQQQQAABBOJfgDAz/teQGSBQJoGQMDOWlZkr05Sakak0Z7VgUPBnVTT6gq0spdVJVar92trWGXaGmXJAMGm2cYSTQcfz9RCwj9neDixDg7DAwNXXg/9JicfwBIUpASGps4rSczwr6EtP81erBs3drrr0BZbmWEGVmb7PfCPyzCEt3V+R6tzGMndUpXo+8wbPvvftcFeSdx08Y7HfD5qf5ZlmVaJa29ljLGnfAHt70J7+/ON0rKG3wjXYIpydc361m8+2DxCVRyozo8JKp2UQoDKzDEhsggACCCCAAAIIIJBQAoSZCbWcTAaB8AIhYWYMKzOz0j3BV8Cp5kHBX8hn6ZnKrOMP+tIyMv3hZrhphoRjziBMMscwQZg/KAs+1dkOMs0BPEGg89R2KxyzQ8YwYyjxGI5QNaAPM15v2Ge9bwd/ju0DDuMMMJ3PTWwbcJq5PQ9PMOireHUczzrF2zcXZ4AYaGZtZ43LuY3XraTxmmMEBMJ+bzNH31jMxKxt/cGub13M+/bYfM+D18OM0//9sB0DAuwS1jDAM4Iv4ibM5JqZEVx1d3RFZaY71oFRIIAAAggggAACCMROgDAzdtYcCYEKFQgJM2NVmekM3UwwZQdgVpjpD7J84ZVRsio5c5STkWZdJ9Nz/UxTrRl4Xc0QUF/wZX8SFMxZb3tCOd84AvYx29vhW3B45r0eph2y2Yco8THoGI5wstQw09d34LFLDCqdrt4w0xcG+sbkGYfvfcc+pk/f+1boZ78ONvO+3mCucWqHpOYA5n37tWMf5xoHjavEMNM3Z9+gA4Jk3ziDvy9W5agnJA8wDQgwAx2dR4j087gJM7lmZqSXvsL7ozKzwpeAASCAAAIIIIAAAgjEWIAwM8bgHA6BihIICTNjVJlpBU2+U5ZNeOk9PdkKpxyVdY5Qy+xjBW3HM2UqMtOsz8oQTAUEk0baEbIFwDv6CtrHH4w5tvHua4K1gMrCgD6DXzj3d47DPLdDXPtU7eCg1L+vNR47xHWYWad82+8HhYb+kZh+7JDSe5q4dx9fSGht7NzOOVbzofd1TMNMj4d1aQJ7js65+yfoGb25sZPv++O3K6m6NmjXiL3kmpkRo6SjcgpQmVlOMDZHAAEEEEAAAQQQiHsBwsy4X0ImgEDZBELCzJhUZp4NuZu0CeesQDAgnHKGacFhlD+MCwzgSpi36dMOv8zHAcdwbu8I7ALCTM84PIGlcxz2KdF2JaKzr3DPHcewA0FzN3YzJl/w5t/XH6Ka9/zH9nn57pTuHUPQ3Eq28czHV4Hp8Ak9nu3sHLfzdPLAvqz9fdaOfW5TmekPHb19l2BhqVjzc4bHnuOXFCaHzsUOiQPH7NeO/DMqMyNvSo9lE6Ays2xObIUAAggggAACCCCQOAKEmYmzlswEgVIFQsLMWFRm7h7nP63cHp0dwtmP9vtW4GcCNROM+UND+1Rzs5kz2PPtFvTECrZKqHwMvHmNHdzZIaVdKZkSVOHneN8xpqBD+l96A7jgG9T4qhvtMNM3vhSfT/hAznh4xpGakeWotPQEdfbp8ibMtI/reTSGQWGeGZ8vgPTu7xiLJ/T0H8/Tjx0M2uGwfRz/GgXMr5Qw07OdPZeckGtmmuP5gler2tR5DMMcODY72Axv51/f2rVb+NcpCs/iJszkmpmRW33v5TACOjTf/6DvccDnUXhBZWYUUOkSAQQQQAABBBBAwNUChJmuXh4Gh0DkBELCzJhUZkZu/AnTkwkUfdWIJlB0hIWumKQJDN02JlfAlDqIuAkzY3TNTP9/eAi81q19M7BATPOdCw6uzW8j+D3zHzQ819G1r6vrewz4XTl69wWOgUG4J6j3BOvOAD348g3WTap8v1dHv97/uOLf1/sfB7zbmv+4YIftgXtF/hWVmZE3pUcEEEAAAQQQQAABdwsQZrp7fRgdAhETCAkzY1GZGbHROzoKqn70hRJhAgfHnhF7GloFaUKRMgaAx024Y1c3xi7wKPvkCTPLbuXfkmtm+i2syySk2zfr8oSZWb6beZnfSVB4uTLNX5HrrWz0/a59Vck53gPkKNP0bYWUmf6bgvlCS/84An6n6Wn+bf2bWNXe/kDSrv72VEAHj8Hz2gSsoVXNodumKi091aq8vug4XjSeUpkZDVX6RAABBBBAAAEEEHCzAGGmm1eHsSEQQYGQMJPKzAjq0lWyC1CZ6f8G2NWTnupMO3D0hJqZ6Z6Qzx8gZnlv8BUUcFqBYXBlZpgQMT1LAcGlCUDt/7jhCznLUpkZXA0aWFXqn6F5Zj5LdVy2IfDTWL6iMjOW2hwLAQQQQAABBBBAwA0ChJluWAXGgEAMBELCzHitzIyBFYdAoLwCcRNmRv2amRd813hNsU4dN6GfqYr0VyPbVYwm0LSud2pVX5qKzTBhpfW5I9g0lZzpaf7A0qrWtj8PCiCdYWbA9WLt7R0rbVWFpikrTHWoc9zmdPS0DDuodY7bX6Ft5uYPbR3HifBTKjMjDEp3CCCAAAIIIIAAAq4XIMx0/RIxQAQiIxASZlKZGRlYekFAUtyEmTG8ZqYnyHOGi2EuYXA8U5kr7a+RCQa9gaAdRJqw0goivaGhqbo0n9VJ9d70ylR7eq+lGXztTG8wmWqCR+8p63Yo6Xu0+rZDV3/ImZXuf26Pzn70BJX23My4PNt6rgnqeT8rZmHmeOW0HanCwkIVFxfr1q1bMv/e84cAAggggAACCCCAQKIKEGYm6soyLwSCBELCTCozg4R4icCdC3DNTIddQKBoB34KOBXcV7FoVVV6qzbrZMoEgJ7g0VMhabYzp5D7tjeHMQGlfRq5fVhv8Ok5td1cX9NfLWndiCdgTP7w0d7dVFpmrnS+H+a0dO9xA05rD6g89V4T1DuXgHH7DhbZJ1RmRtaT3hBAAAEEEEAAAQTcL0CY6f41YoQIREQgJMykMjMirnSCgBGgMtP+HlxTpuOU8rSV3jDTG0DadzO3H+29nI/2Z6GnaZcUMNqnddvhZVA1pbO609wEqITqTH/g6AwznSMyz81n9rHsz+yg1r8flZm2DY8IIIAAAggggAACCERPgDAzerb0jICrBELCTCozXbU+DCa+BeImzIz6NTOD19EEfuYal567m9tBZeBWdkhpbqgTem1Nz+ng/lPPfVWZQRWaplrSqsJ0du6o2PQFq47PAwNTfyhpKjVTU+yKUPO+/dyxs7kJkPd6n/5xU5npFOI5AggggAACCCCAAALRECDMjIYqfSLgQoGQMJPKTBeuUqSG5AhlfF16ApkU301QfB/wJAICcRNmxvCamSaEtE4ZL+07Z13TMqia0tRBZqQqJT3TChFLCih917u0bjLk/W5772oesL0VZmZ5r2lph4+BgWn4ykxvv75Q0/6i+N/3/J7Ma+c1Mz3bBQal9r6Rf+Ru5pE3pUcEEEAAAQQQQAABdwsQZrp7fRgdAhETCAkzk7Iy0xNCWOGF81p9Qaeehg83vNfrC9g++NRTe8lMcBIa0tifmkdn2GGFN45+AwIZ706B1w40cynl2M4AyQqMvNta8y5lXLf73DkB+7mj+s1XNWd/liSPXDPTXmjPaeb+72/JAaIVRgZf99JX6RhYYen5bZjvrDdEdH63vfv4f7Oea2ya49vXtbTuOp5hrqNpnxZujzXwN+g5lbyk34bj3w3/ro7+zOem+tSEpGZ/e87hfp8Bndz1C66ZedeEdIAAAggggAACCCAQZwKEmXG2YAwXgTsVCAkzk7YyMzAE9J/2Ghp0WDcacQSMVlBhX4PPuxD+/UtYGRMMhgQ2/u2Cw0xfIBN0DM8e3nDUCiYDK8vsKjUrQCrlc3u7FO+1A83xgkNU3zYB8y7pFFv/PKw7S1thUXA45NgmwZ9SmZngC+zi6VGZ6eLFYWgIIIAAAggggAACUREgzIwKK50i4D6BkDAzKSsznetiV0+FBoOeqjLzuaeyKiCwDAoa/Z+F7y8gIDThZnBVaPCdj4OOYY066D1nEOqclXluPkutkxp4B+jgjbyvS+vH3iVgm+CxB4We9lx9wazdSYI/xk2YGfNrZib4wrtgelRmumARGAICCCCAAAIIIIBATAUIM2PKzcEQqDiBkDAzCSszTShnhW1WtaSjEtNZQRkUGpoV8weWntPM/afQBn0WtLwBIWDQZ55TWv0VjwHbhozBc5praoa59l9o+GoHiPb1MLPS05SZ4Q0znZWavipRx9zNuJzblBBOBgSTTit7TiHjtT9Inse4CTNjdM3M5Fn5ip8plZkVvwaMAAEEEEAAAQQQQCC2AoSZsfXmaAhUmEBImJmslZm+MC58JaW/MjM4OExVZkZawB2TA4LOoNUNCCiDPvMHiJ7qz4Btg8JB67N0x3GPZyrNe1p3cLf2dQGzHGGmNR/vvD3HCQozQzsJ/47pxxl4musX+ky9VaFhxxa+23j/hGtmxvsKxu/4qcyM37Vj5AgggAACCCCAAAJ3JkCYeWdu7IVA3AmEhJlJWJlpLZoveHMEer73QisvzT4BgWVQ0Oj8zASFvipJZ+Dne27fEMRzwxBP9aRnHL7w0Rww+BgZmcpxvFfycbx9B4WNaelp/jGlZ3lvOuSfe8l9BYe4jhuyOK3Mc+tmLHZ/JiAu6QYqcfdzKfeAqcwsNxk7REiAyswIQdINAggggAACCCCAQNwIEGbGzVIxUATuTiAkzKQyU2m+kDEwvHOeRm6fDu65S3EJQWO6HVCGro+nCjL0fXPNTFNZ6fzcGYoGh5lWD44wM6RHc5q47xRyz6e+vu39vCGk5307fAzsyT8GT9iaFfix55Xdn3nlCzM925u7OQeckl7S/gn6XtyEmVwzM+G+gVRmJtySMiEEEEAAAQQQQACB2wgQZt4GiI8RSBSBkDCTykylWVWF3lDODgOdYZ19Mx1z2rQdGAZ97g8AQ78pvkAx9CPrHf/nQRWN9jHsR7O143lWeors62Na47Ln4TiO6dtUiZobAfmqRUuozPTv4hxDUJjpqMb0j9kzJjtEtY7nNQzYxn+AhH4WN2Em18xMuO8hlZkJt6RMCAEEEEAAAQQQQOA2AoSZtwHiYwQSRSAkzEzKykz/dTLDVhA6QkPPXcf9p02bEDHgtG2rsvMOKjO9Xyo79DOPAdWg3jHYn1ubO8dl3rBv2hMcZNrvp3irJO39HIGkfV3NHN+X2+PiNwkNMz3X6PS+b/ryVrWafaxw1XrtsSot4PUdMsGecM3MBFvQOJoOlZlxtFgMFQEEEEAAAQQQQCAiAoSZEWGkEwTcLxASZiZjZaYd7MkfavqqFgNOOTehnLNS0bG+vj4879nBnQkeS+4r8BT2lBR/+OkJK0s45dsXFvq3dVZmOkbjCTWDA01vRakVTprxmpsHmSpN76nt1ji9VZSeINIf2Np9B8/H6quEGw9Z+zuqWj0Gof3Z/SbqI5WZibqy7p8XlZnuXyNGiAACCCCAAAIIIBBZAcLMyHrSGwKuFQgJM5OyMtO1y8PA4lwgbsJMrpkZ59+00OFTmRlqwjsIIIAAAggggAACiS1AmJnY68vsEPAJhISZyViZ6dPgCQKRFYibMJNrZkZ24V3QG5WZLlgEhoAAAggggAACCCAQUwHCzJhyczAEKk4gJMykMrPiFoMjJ5wA18xMuCWNmwlRmRk3S8VAEUAAAQQQQAABBCIkQJgZIUi6QcDtAiFhJpWZbl8yxhdHAlRmxtFiJdhQqcxMsAVlOggggAACCCCAAAK3FSDMvC0RGyCQGAIhYSaVmYmxsMzCFQLxEGZOW3ZKNblmpiu+L5EchKnMPNVulM6dO6fi4mLdunVL5t97/hBAAAEEEEAAAQQQSFQBwsxEXVnmhUCQQEiYSWVmkBAvEbhzAbeGmeZ3f/36dRUVFWn68tOqyTUz73yRXbrn5S6EmS5dGoaFAAIIIIAAAgggECUBwswowdItAm4TCAkzqcx02xIxnjgWcOs1M+0w8+LFi5q5MteqzGw04IIa9Tunxv3OqUm/Qn3b76ya9i1Qs775at43Xy375Om7Prn6vs8ZpfU+rVa9Tyu99ym17p2jNr1Oql2vE2rf87g69Dyujj2PqVPPo+rc44i69Diirj0Oq3v3bPXofkg9ux9Ur24H1LvbAfXptl99u+5Tv657NaDrXg3sskeDuvyswV12a0iXXRraeaeGdd6p4Z13aGSn7RrVaZtGd9qqMR23amzHLcrouFnjOmxSZoeNGm9a+w36sf16TWy/Tj+1X6tJ7dZocrs1mtI2S9Parta0tqs0o+0qzWyzUrParNDsNss1p/UyzW29VPNaL9X89CVamL5Yi9IXaXH6Qi1ptUBLWy3QsrT5Wp42TyvS5mpV2lyt/n6Osr6frTXfz9La72Zq3XcztP67GdrQcro2tZymzS2nakuLqdraYoq2tZis7c0naUfzn7Sz+UTtbj5RPzf7UXuaTdDepuO1r+kP2t/0Bx1omqmD345T9rcZOvztWB1pMlZHm4zRsSajdbzxKJ1oPFInG4/QqcYjdLrRcJ1pNEy5DYcqr+FQ5TccooKGg3X2m0E6981Anf9mgIq+GagzHcbowoULunbtmlWZGcc/JYaOAAIIIIAAAggggMBtBQgzb0vEBggkhkBImEllZmIsLLNwhYCbKzNv3LihK1euaE5WgYZMPaUBE4+p7/hs9f3hkPplHlR/qx3QgEzT9mvguP0aNG6fBlttr4aM26shGXs0NGOPhmX8rOFW260RGbs1cuwuq40au1OjrbZDY8bs0Ngx262WMWabxpk2eqsyR2/VD1bbovGjt2jC6M2aMGqzfhy1SROttlE/jdqoSSM3WG3yyPWaYrV1mjpinaaNWGu16SPWaIbVsjRzeJZmDV9ttdnDV2nOsFWaO2yl1eYNW6l5w1Zo/rAVWjB0uRZabZkWDTVtqRYPWaolQ5ZoqdUWa9mQxVo+eJHVVgxeqJVWW6BVgxdo9aD5VssaNE9rrDZXawfO1bqBc6y2fuBsbTBtwCxtHDBLmwbMtNrmATO0xbT+07W1/3Rts9o0be8/TTv6TbXazn5TtMtqk7W772T93HeS1fb0/Ul7+/6kfX0nal+fidrf50erHegzQQf7TFB2nwk60m+icgZPUf7IWbp06ZJVhWv+recPAQQQQAABBBBAAIFEFiDMTOTVZW4IOARCwkwqMx06PEXg7gTcHGbevHnTqtgz1Zlnz55Vbm6uTp06pZycHFocG5g1PHPmjAoKCqzLCFy9elVmrQkz7+63zN4IIIAAAggggAAC7hcgzHT/GjFCBCIiEBJmUpkZEVc6QcAIuDXMNGOzf/vmFGRToWlCTXMNTdPMqcm0+DOw18+s5eXLl60b/5gKXHPzH/4QQAABBBBAAAEEEEh0AcLMRF9h5oeAV8AONEyYkZeXp+pUZvLdQCBiAm69ZqaZoPnt279/E3iZGwLREsfArKmpyOQu5hH7OdMRAggggAACCCCAgMsFCDNdvkAMD4FICdhhhi/MpDIzUrT0g4CrKzPt5bFDTfNogi9a/Bs419ReZx4RQAABBBBAAAEEEEh0AcLMRF9h5oeAVyAkzKQyk+8GAhETcPNp5hGbJB0hgAACCCCAAAIIIIAAAi4QIMx0wSIwBARiIeAMM/Pz81WdysxYsHOMJBEgzEyShWaaCCCAAAIIIIAAAgggUOEChJkVvgQMAIHYCDjDTHP3W/uamVeKf1F52tXiX3Rn7ZauFpe9FRffUvTaTRUX39S1srSrN3XtLtv1qzdVeruh61fvvt24ekORadd142r4dvPqdUWtXbmum1eu65avXdOtK9Frv1y5pvK1Yv1yJbSZMDP/sXoy/6HAXMqBu0rH5t81joIAAggggAACCCCAAALJJ0CYmXxrzoyTVMCEmeYaecXFxTp37pzebJWv39bJ1z118nTPu7n6n9pn9L+1T+ve2qf0u3dMy9Ef3jmpP9Q6qT/VOqE/1Tqu/6t1XH+ueUz31Tyq+2seUaWaR/TA24f14NuH9dDb2Up5+5AernFQj9Q4qEdrHNBjNfbr8bf264m39unJt/aqsmlv7tFTb/6sp97crSqmvbFLz7yxS8++sVPPvbFDVatv1/PVt+uF17fpxde36qXXt+rl17folWqb9Wq1zXqt2iZVq7ZRr7+2QdVf26A3XluvN19br7deXacar65VjVfXqKZpr2TpnVdWW632K6v07ssrVefllUp9eYXee2m53n9pmT54aZk+fHGp/vriUn304hJ9/OJiffLCIn36wiJ99sJCff7CAn3x/ALVfX6+6j4/T/VMqzpXX1Wdo/pVZ+vrqrPV4LlZ+ua5WWr43Ew1em6GGj87XU2ena5vn52mps9OVbNnpqr5M1PU4pnJalllsr6rMknfV/lJaU9PVCur/ajWT/+o1k9NUNunxqvtUz+o3VM/qP1fMtXhL+PU8S/j1OkvGepceay6VB6rrpXHqFvl0er+5Cj1eHKUej45Ur2eHKneT4xQnyeGq+/jw9Tv8WHq//hQDXh8iAY8NkSDHhusQY8N0hDTHh2ooY8O0LBH+2v4o/014pF+GvlIP416pK9GP9JHYx7urbEP91bGw7007uGeykzpqR9Semh8SndNMO2hbpr4UFdNfKiLJpn2YGdNfrCzpjzYSVMf6KhpD3TQ9Ac6aEal9ppZqZ1mVWqn2ZXaas79bTT3/jaad39rzb8/XQvua6WF97XSovvStPi+NC358/da+ufvtPTPLbXctP9roZX/19xqq/7UTKv/1FRZf2qqNX/8Vmv/2ETr/thY6//YWBv+0Egb/9BIm/7QUJv/8I22/L6Btv6+gbb9/mtt/3197fhdfe383Vfa9bt62m3avV9qz711tefeL7T33i+0738/1/7//VwH/vczHfzfT3Xofz5R9v98osP/87GO3POxjt7zkY7d81cd/+2HOvHbD3Xytx8o57fv69Rv3tNpq6Uq77fvKe83qSp4vL4KCwt19epVwswk/XeWaSOAAAIIIIAAAggggED0BQgzo2/MERBwjYAJM81djC9evGhVkJ04cUKHDx/WoUOHdPDgQRoGfAfK+R0wvx3zGzp+/Ljy8vJUVFSka9euWf/hwDU/fAaCAAIIIIAAAggggAACCCSQAGFmAi0mU0HgdgL2qeamOtMEmqZC05xybk6NNUEMDQO+A+X/DpjfkKnINL8p89viFPPb/UvE5wgggAACCCCAAAIIIIDAnQsQZt65HXsiEJcCdqBpKjRN8GKu70fDgO/A3X0HzKnlpiLTBJmmApo/BBBAAAEEEEAAAQQQQACB6AgQZkbHlV4RcLWAff1ME7qY8IWGAd+Bu/8OmN+T+W3xhwACCCCAAAIIIIAAAgggED0Bwszo2dIzAq4XMMELDQO+A5H5Drj+B88AEUAAAQQQQAABBBBAAIEEEPj/H3JzzQphVEkAAAAASUVORK5CYII=

2.1.CDC数据传输实现


[*]工作流程:

[*]初始化USB设备,设置CDC所需端点。
[*]使用批量传输端点与主机进行数据交互。
[*]主机通过虚拟串口发送数据,设备解析数据并返回响应。
[*]关键代码:
ARM_DRIVER_USBD *usbd = &Driver_USBD0;

// 初始化 USB 设备
usbd->Initialize(USB_DeviceEventCallback, USB_EndpointEventCallback);
usbd->PowerControl(ARM_POWER_FULL);
usbd->DeviceConnect();

// 配置 CDC 批量端点
usbd->EndpointConfigure(0x01, ARM_USB_ENDPOINT_BULK, 64); // OUT
usbd->EndpointConfigure(0x82, ARM_USB_ENDPOINT_BULK, 64); // IN

// 数据发送
usbd->EndpointTransfer(0x82, data_to_send, data_length);

2.2.MSC数据传输实现


[*]工作流程:

[*]初始化USB设备,配置MSC所需的批量端点。
[*]主机发送SCSI命令,设备解析命令后完成数据传输。
[*]关键代码:
// 配置 MSC 批量端点
usbd->EndpointConfigure(0x01, ARM_USB_ENDPOINT_BULK, 512); // OUT
usbd->EndpointConfigure(0x82, ARM_USB_ENDPOINT_BULK, 512); // IN

// 解析 SCSI 请求
if (scsi_command == READ) {
    usbd->EndpointTransfer(0x82, data_from_memory, data_length);
} else if (scsi_command == WRITE) {
    usbd->EndpointTransfer(0x01, data_to_memory, data_length);
}




2.3.HID数据传输实现


[*]工作流程:

[*]初始化USB设备,设置HID描述符。
[*]设备通过中断端点向主机定期发送数据。
[*]主机可以向设备发送控制信息。
[*]关键代码:
// 配置 HID 中断端点
usbd->EndpointConfigure(0x81, ARM_USB_ENDPOINT_INTERRUPT, 64); // IN
usbd->EndpointConfigure(0x01, ARM_USB_ENDPOINT_INTERRUPT, 64); // OUT

// 数据传输:发送 HID 输入报告
usbd->EndpointTransfer(0x81, hid_input_report, sizeof(hid_input_report));

// 数据接收:处理主机发送的 HID 输出报告
usbd->EndpointTransfer(0x01, hid_output_report, sizeof(hid_output_report));



数据格式:

[*]输入报告(Input Report):用于设备发送数据到主机,例如鼠标移动

Byte 0: 按键状态(左键、右键)
Byte 1: X轴移动量
Byte 2: Y轴移动量


[*]输出报告(Output Report):用于主机控制设备,例如控制LED状态:

Byte 0: LED指示灯状态(Caps Lock, Num Lock)


3.总结


[*]CDC:虚拟串口功能,简单高效,适合调试和通信模块。
[*]MSC:大容量存储功能,支持文件传输,复杂度较高。
[*]HID:低延迟交互功能,用于人机交互设备。

APM32通过配置合适的端点和描述符,可以轻松实现USB复合设备,支持多种功能类的同时运行。
















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查看完整版本: APM32的USB设备数据传输流程分析及实现