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@larrybradley
Created November 27, 2023 18:14
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{
"cells": [
{
"cell_type": "markdown",
"id": "6515a23d-145d-49e0-91dd-5fc5f071b995",
"metadata": {},
"source": [
"### Fitting with Moffat2D PSF model\n",
"#### `gamma` and `alpha` allowed to vary in fitting"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "2ee0e960-6c09-4280-9196-12c06e49a884",
"metadata": {
"execution": {
"iopub.execute_input": "2023-11-27T18:11:43.315121Z",
"iopub.status.busy": "2023-11-27T18:11:43.314757Z",
"iopub.status.idle": "2023-11-27T18:11:45.273754Z",
"shell.execute_reply": "2023-11-27T18:11:45.272666Z",
"shell.execute_reply.started": "2023-11-27T18:11:43.315095Z"
}
},
"outputs": [
{
"data": {
"image/png": 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RCXkTctddd8nKlSulUChIS0uLLFy4UO677z6ZOHGi3H777ZJKpSSVSslJJ50k3/ve9ySfz8u4cePk3nvvNX9tFhE54ogjRETkK1/5ilx88cUSj8flvPPOkzPOOEMSiYScd9558rGPfUz6+vrkl7/8pdTV1UUuagghhBCCDCWp8grnnXeenHLKKfKVr3xFNm7cKIcccojce++9ctttt8kVV1yxS7f10EMPlfe+973ys5/9TLq7u+W4446TBx54QNauXWvS/O///m958MEH5eijj5bLL79c5syZIx0dHbJo0SK5//77paOj41/yroQQQsir5corr5T3vOc9csMNN8jHP/5x+elPfyonnHCCzJs3Ty6//HKZMmWKtLS0yJNPPilbt26VJUuWiIjInDlzZMGCBXLEEUdIVVWVPPfcc3LLLbfIJz/5ySGf9Wrm0osvvli++MUvyjve8Q759Kc/LQMDA/Lzn/9cZsyYAQbdB8Ke+bjjjpPKykq55JJL5NOf/rQ4jiO///3vzQ/uEomEXH311fKpT31KTj31VLnoootk48aNcsMNN8jUqVPhF+cf/OAH5eabb5aPf/zj8uCDD8rxxx8vvu/LypUr5eabb5Z77rlnl3QPIQcKPEQn5E3IK/IsiURCqqqqZN68eXLdddfJpZdeCv8U/I9//KN86lOfkp/+9KcShqGcccYZctddd8nYsWMhvfnz58s3v/lN+cUvfiF33323BEEgGzZskJkzZ8ott9wiX/3qV+Xzn/+8NDQ0yL//+79LbW2tXHbZZfv1nQkhhJA3I67ryu233y5f+9rX5M9//rP85je/kUmTJsn3v/99+dznPgfX/vrXv5ba2lq58cYb5dZbb5VTTz1V7rjjDqM7Wl9fL88884x84xvfkL/97W/ys5/9TKqrq2Xu3Lny3e9+d3++HiGEEDIs73znO2Xq1Knygx/8YNcffp977jm55ppr5IYbbpD29napq6uTww47DGRKP/3pT8vtt98u9957r2SzWZk4caJ861vfkiuvvHLY5412Lq2urpa///3v8tnPfla+8IUvyOTJk+U73/mOrFmzBg7RD4Q9c3V1tfzzn/+Uz33uc/LVr35VKisr5QMf+ICcdtppRnv+k5/8pIRhKP/v//0/+fznPy+HHHKI3H777fLpT39aUqnUrutc15Vbb71Vrr32Wvnd734nf//736W4uFimTJki//mf/ykzZszY369JyGvGCfWflgghhBBCCCGEEEIIIWQEgiCQ2tpaeec73xkp30LImwVqohNCCCGEEEIIIYQQQoYlk8kYmZff/e530tHRIQsWLHh9MkXIfoK/RCeEEEIIIYQQQgghhAzLQw89JJ/5zGfkPe95j1RXV8uiRYvkV7/6lcyePVuef/55SSQSr3cWCfmXQU10QgghhBBCCCGEEELIsEyaNEkaGxvl+uuvl46ODqmqqpJ/+7d/k//+7//mATp508NfohNCCCGEEEIIIYQQQgghQ0BNdEIIIYQQQgghhBBCCCFkCF71Ifojjzwi5513nowdO1Ycx5Fbb70Vvg/DUL72ta/JmDFjpKioSE4//XRZs2YNXNPR0SHvf//7pby8XNLptHz4wx+Wvr6+1/QihBBCCImGczchhBByYMG5mxBCCHlj8ao10fv7++WQQw6Ryy67TN75znea77/3ve/J9ddfL7/97W9l8uTJctVVV8mZZ54py5cvl1QqJSIi73//+2X79u1y3333ST6fl0svvVQ++tGPyh//+MdR5SEIAtm2bZuUlZWJ4ziv9hUIIYSQ140wDKW3t1fGjh0rrrt//kEY525CCCFk7+HczbmbEELIgcW/ZO4OXwMiEv7973/fFQdBEDY0NITf//73d33W1dUVJpPJ8KabbgrDMAyXL18eikj47LPP7rrmrrvuCh3HCZuamkb13C1btoQiwv/4H//jf/yP/x2w/23ZsuW1TMF7jQjnbv7H//gf/+N//G9v/uPczf/4H//jf/yP/x1Y/+3LuftV/xJ9ODZs2CDNzc1y+umn7/qsoqJCjj76aHnyySfl4osvlieffFLS6bQceeSRu645/fTTxXVdefrpp+Ud73iHSTebzUo2m90Vhy97oZ4841MS85I7P/PsX8aDojjEsZYu/L68BGK3b9C+VBBA6FeXQ5xLJ80tTqjiAD+Id2bwuR09Jo3c5Fq8pwX/2V2+ttTcE+vN4gfq1wJRZWRQl7hb2yD2J9aZW9xMAZ8Tx7/wOAVVIAUsUxGRoATrSpdZJOoatw/fPyhOqu9t/fpV2AZi2zshDkuL7T0r1+I9kyfgc8vUPRHvqylUpSD2+vPmGifvY948D/NVhmUoEY8tFGOXz1RjGoM19q9z/Y2Y0KS52yD+6sQ7IJ6fwjSj8ENM8ystR5hr7lwxF+LUGiyjkm22jXhZ/KyoLa++V2XoRvQJ5bXs5nS52zJy1D1OThW+KpIgYYdexx++nXjt9p/eBhXY1sIY5s3rHIA4X1dmE1Z5L5Rg3vykfd98KX7WMwHj3Azsa+fNetGk8a36pTYvI3BbH+b/uvWnQdy1ohri4iZbv6VNvvlsT5Ldtu+FaizVbcJTY2Ch1LrSx9t3l0nBz8ojq66XsrKI+ngd2N9z90lzr9g1dxPyZiKMRcwpei3m6rUZjp9+0s6hhSL8LFeO9wzURczdE3Ccmjx7O8R7M3dnQxwfr2o+2lxz98o5ECfX4dxd3Gzn7lQXzn/xfjXGDmLsRKyr9Byq52WJWFY6/ijWmv8CzHpcNxvVZoKIdYee7/VcnS+164xMJV7TPxafk5+Kc/c7Zy82aXy9bpn5bCT03H3tutMh7l5ZBXHJVtuPUm1Yv4kebBOxjJ3b9Vyt282rbSMFPyuPLLvuLTt3T/zSVeImd/bnIGkLKz0d91DBXViv3dPxntKNtl17ebym6xjc2/306BvNPbkQx651+XqIf/LwGRBXLbbPPeFjz0J8zz+OgvjEty8299z/zDz8QA2hYZFqf64tMzeGbbLmLlwbDbzbnhH0bcH251VjGRW6cQ0a67Nje+lMrKuBQbtu1eSzOKbosT3TiPNDyRq1LxWRopPwXCG4HdftfbilFhGRyX/aAfG2M/Asonc6rsGj3ldz2olLIL73uXnmmmQrphPEsf7CqbjHcjbYMwM3h2NZdiqeAXktdi2sx7+++Tgu+zn1fjnbntNjsN2ML++GeM2OGnNPth/bQKIJ43iPHZcnn70B4lXPTII4UFlNTu41aSRiWH/d3ViORSU5c08yjm2tc4fqEylMc+bYVpNGU3eF+WxP/McqzWd90/G58XLse6WP4LlS4QwsdxGR3mY8w3OKVfvdZttE9YvY9nomqjXgVCyj6qdt3+s/A8s+24x59TK2HRUqMG9ltf0Q9zVhuZeMs/Ubvw/Led77cQ3xyKoZ5p5Zk3C9uqMfy6xjUxri04+05wwPPnrIrv8fZDKy+dvf3Kdz9z49RG9ubhYRkfp6nLzq6+t3fdfc3Cx1dTj4xWIxqaqq2nWN5jvf+Y5cc8015vOYlxz+ED2mJhEXG2WgNvGuG3WIpRZc6p4ghhOIyMiH6DFPHdK5trPodGMedtow4rkxPWfs1SG6OixysQydiOe6Om/qcNdRB6aiY7F1NaqNjYPpuPqgUtevF7Hp0uWs6iKMOOhxHPXHmRHaVdT7GlQ+vKiD2mD4Q3RHlWHUIbrEsct7CUzDizgwdVOYUKwE36+kDO8pT438z2R09Sb67WDvFqkySao4YdtITPc11Sk8fy8O0U25j+IQXT1HVN8LYhGH6M4Ih+iePdzVbS3U7+upvEf0X/2+ovLmxO37Bgl1WK/ajVuMaSZLbf2Wl43cTjTFjno//YeylG4ztn5j8eEP0XWbEYk4RFdtwtRNzI4bsajx5w3yz6Jfz7mbkDcTUfPDSGsxfY8TMQZJXP3RfIQxWETEVQc4+2LuzoZ4TaJvH83dcbXOiKkxVsVOxAJHz6Hmxxh6rhMRJ+rUdD9gD9GHj4PYyIfojorDuF1neKbd4HP8N8rcnYiau1UbUXN5rBBxiB4M3272to28VeduN5naXVcRh+i6Xp0E1qubwnuixi1PbaLdIizrkjI7PsbVIXpRDtu+GZMS9rm6retxKxHx4wid7l4dopt2jWXoFasfyEU81y3WP/TAvLoFW2amDzojr8lcV+0hVRm5RXpPacePkduIfa5eL9rn4kFf1PtqEqq+TV2KiKf+oO2ouSsoVuNJKiINvX8owu/dlC13Pf7pPZXe/0vEukO3m3gJtgmvP+I8J1DtJqXuydpxT6erx3LdJ7xieyDuqTWPm1P9tdg+11N7U9MnVJvQ+RQR8fIjtPlkRBmpNq77nqfac1iMfzSJyquj229Em4jFhx873SI1tyei+h7uVU2ZRVhl6nL01IG/GVuj6jcx/Fga1fdMew3VeFU0ivE5oj/uy7l7nx6i/6v48pe/LJ/97Gd3xT09PdLY2CiFsuSuw0c34lcpsRb860+oG5S6JTce/2IuIhJvwb/k5StUpbVHdI4BNeGpAzW/Bv8K4kZsmGKd6q+OFTjqJrZ2mHv8NP6Vxu3Fv5D6tfgr+lgH/jVJRCQox+cUpo2FWP8aeueH2CDNLz0GsUOFRbah60Mq/ZcIr9PmNV+P76N/ia7f3/xCPOK5fn0a01jXZO5x5uNfq8M+bAM6zTCiYwdqQxzrxrxH/cEjVIsR/Wu1WBfmo1AWMTGrX+row1z9F2MRkVAtGqpTWBfT4roPlMhIeA4O1OOSneaaWELnVYaNRURcdTqvD7fdDE4gQTJikzmgDkTVv0Yxm10RcXLqX2OoBY6r/oVDMKXBpKH/RYfpa8mIfqPakb7HT2Obj7dF/JpdHazoX6JHUVCbGk8NeUEPttUnWyebNH6cxDHsxOLVEG8u2F8A/HUH/ouFtnYcS5P9mK/YoN2w+OrQINmlNuK9dgHg638po/9QqsY8N2vHyWCPcSAYxb9OeTMw1NxNCNlNOJo1vbrG/po9Il216apI4Lpyb+bupPoRwbhkl7nGU4dCJm8RZ7AjlsH+kZ9+w2J+MS27fx28+xp1T8S/6DR/71VNIKt+wfrEjikmjZ+q9doxResgbiqkzT1/bzsc4vYO3K/oudvNRRw2qn/Vqt8vqoxep7+RHPAMNXfXHNK6649xrZ32F335e/DXrb66xFXt7+gPvmDSePyvh0H8f4/+O8SX3v9hc0/xJnUgqpZx1QvUv6p+CX/9LCLyt4fxX9UkD8X9/5O/xTYsIhIegi9UtgLzkToN17l9T+K/MhcR8efhurzhP7A/rWix+wV9MKl/eV60Ddfxg2NxfyEiUpTAvOd9TDR8Km3umXcurtNXqF+Qlq3E9++daX/8U6IGqvZTcBAa+1e711n/LdzLOPofw8TUv3CYafeURzZsgfiORQdjmhFjxeA4LLeSetz/pu7Ac4jBejuR1S7GMigc3wVx8w77L/wz1ZhOZQU+t3sptt98ld1zeOoPNsuexrE8Pafd3qN+7JPfhnUxOMbuXZZuHAdxMoN5L23BfHRWqb8iiEh+G7Yb/Xf2TJE9z/B71T60HPNWez/2gZ5L7YFq13asv0S76gO1tlEk0rjhzbVjuh1HYX3X3J42aZRWqX+dcCT2gXyNXdCd/pUnIP7TP07CfJXhoJePOHvynsH3deaps0bX3hNvV+UYV31RXd+3pVw00y/CvrdwxUyI08/Z526vxckjk8M2Eu/CReFjTfacoWzW7vHX12ez+4B9uixtaNg50Le0tMDnLS0tu75raGiQ1lb8JxWFQkE6Ojp2XaNJJpNSXl4O/xFCCCHktcO5mxBCCDmw4NxNCCGE7H/26SH65MmTpaGhQR544IFdn/X09MjTTz8txx57rIiIHHvssdLV1SXPP//8rmsWLlwoQRDI0UdbbUVCCCGE/Ovg3E0IIYQcWHDuJoQQQvY/r1rOpa+vT9au3W2suGHDBlm8eLFUVVXJhAkT5IorrpBvfetbMn36dJk8ebJcddVVMnbsWLnwwgtFRGT27Nly1llnyeWXXy6/+MUvJJ/Pyyc/+Um5+OKLZezYsUM8lRBCCCF7C+duQggh5MCCczchhBDyxuJVH6I/99xzcsopp+yKX9FMu+SSS+SGG26QL3zhC9Lf3y8f/ehHpaurS0444QS5++67JbWHuPuNN94on/zkJ+W0004T13XlXe96l1x//fX74HUIIYQQouHcTQghhBxYcO4mhBBC3lg4oXamOQDo6emRiooKOXXOlbscm/1yazrgZrXZn3Ku7UZB/SjDSyerjAiL1TVuhCNyaxd+kMM0wgyK2weT7C8BgpRyFs9YU5CRcDNoMlBQJoNRZqxBQpkqxJRxQ5813XN70RAhKFGuw9r8aNCm4agy8muU+UHOvn+oyt4YuirDVm3COFS6exKs22Q/O3wWPlfXjTYFjehi+p58JRptRNWNNix1fLxG152fsu8bKEf6bBqvyVTa9tw9A58zYXYzxFdN/QfEpxVFmM8q2nw0Sfli05nmmoXLsZyL12DfK9kWYfjRh3lN9GJe3LwyvS1EGG8NYPt0tFlpRJvxS5VzfJcy9a1CwzZjpCsirkpXG+Vq018REVHtJChG4w1PpeFHuJO7g/jcXDX23yBp20S2AttNrgzfp3+sMk1psOZC5fVoplRVgmWWKdi/8bbsqIDYbVVtognzmmobuY3EBrCNxHtsXnVf84u1wYlyZ4vo884e41PBz8oD634k3d3dbymt0V1z98Ff3DV3E/JmIoxFqCRqs3FPx3iPNg0XESkU42fZCrxnsM4+t28ijluNc3Du/q8pd0B8RrEd+zR67v7K9tPNNfcumwNx0Vrs6yXb7fiY6sS8xvtxXPYGMdZmziJ2nDbGmlHjsv/6bIGMebxeE4zQZnZ+hnWu13eFItuOcmVqzacMzgbrMM6MHXnurinFNjGQx/lRRKS1Dec5twnXGcXN+NxUe0Qb0Sbgau6OMvTW9WvW1rpNjNBGCn5WFi797lt27p70zW+L+/Lh/PjDtpnrNjWhsWiyRK2nl6BZ3OB4u55Obce1X3YyrmNjKdsmyxbiGjs+gPWY6MV63/J2W88NE9AEtHmbNbc3+KrdbsW2X3EMatF399t1/PS6HRBPKEZTzDtenGfuKVmNa9/+yapMlFNz0Va7nlb+wNJ/Ivbrwg6b1zCF5VikDF0LJViu+QrbJ5Ntam+uhqmxj9j6zX0G62bbZjTWjJUq886sHfvi27HMDj95FcQvbB1v7gl8NTe341wWJtV+otTmPdyGY12opur6Z8wtsv00VW4elmtZFY658TvTJo3uk3Ff4vdiXRVvsm0iUEO3o6fZCAPwwlxsN/luLKN4BfZf17V9r7Cp1Hy2J8nOiPnvcDT+dZ7H8Th1HJoJp+J2rNnejH08tU7V78G95p5sM56l1UzBttnzvDJXnoZnjSIiRc9hGv7x3RBnBuxevbgUyzG7AvfDiVlYHgPbbJk6heEd3IOI8xsnhw32rGOWQHzXC2p8inhEvBTngVgcn5NfZ02q/WJsfAcfvBHiZU8p0/OI56Z27P7Qz2Zk1Y/+a5/O3W9xv3tCCCGEEEIIIYQQQgghZGh4iE4IIYQQQgghhBBCCCGEDAEP0QkhhBBCCCGEEEIIIYSQIXjVxqJvJPyyhDixnfpFse6M+T4oQnEnR8sw+ajJE6U56Csd8Vgb6iMVaq2Oj1QpPW/1HLcD0/BLrfZRvA01prQ2e5i0moNBKepu+SvW4AXHHYJpPPuiScM7GHWote5kvhp150REgsTw+u1aq9vLW62yfA1qN7kZ9b6JiKYaKJ3iSqwrJ6+0nayEphRq8X1i3UpD+ijU9hQRiXegdrPWtw5jWDfuYIRGmtJNdR9bjLGqBxExGpnZepX3fix3Lx+heR/H58YGld53hdUqi/fgc7e0oobYz4tOwe9rl5o0il0s1+f7D4X4ueZGc0+sTel7Kyn9+IB9Py+L+VeygOLm8B6tGS5itfa1RmYhbXUCR9JejdJAH5Eu1DcLqmzfM38FVc91W1CrTRpQR1AkQt+7D9vrQIQWe6oD+1bgYf9Mqsc6oR2vBrrTEPcmld55zpZZsl/pT6KUpCR6lA5mv20jWkdVzwthIsLnogsbnx7TdBzbpgpARKSwu386gfWFIIQQEesjI2K1nT21rPAyo5i7W3Du/nXJifh91XKTRtrD9c5TfYdhvG2SucftxPE+piRB3QjpdVf5kxit8lHYN5k1/oHESO8XsX7VL6w9XvR6R0QklsE2kejB+S50lfdOIWLu7kxDvFHN3U6ELU6iD5+TQAlYSXZh3qPWd25++DYSVf9RfYnsPeMP2Saxkp377i3PjDPfOxNwL66LP47DiUjC1nP1sejd0L2wAeK6M9TCT0TWz0ctY7cf12RVSzA+9RC7/33i7oMhrlDLuGza3CIyD/fzY/+E7+OejHuM0u9bLd5lF0yCeFX/ZIjPPuMFc88LY7Ds+zdXQZyqxkE332X1kSecuhmfuwnLOdWgK0sk04PlXHQ06k537FDvFzFunXfusxDf8sx8iCddg1rlIiKPP3QQxNp6xEtju3M22X1LoQIz0/p1LGc5OcIzSm1DLj1/IcS/fPokiINWPIcREQmLsBOUr8K2uP3kkT3vEspboPAczuWZU1AjXUTE2YJnIuUzuiDuEXt+Vf0s5q37NGxHNf+w79dajc9JjcO8aA3xks0Rfm1Vw4/TqWPbzGcFX+3DVDEmYkp327fP1ZNGeo3qv8fbcm1WZ1h+gI2k4WnMyHbHtsXeuVifRYtxDr32324w93ztxx+C2DsRx55p1VhGh0xdbNK4f/tMiHWZtK+2ZwSB0v1f+l08SyyernxW6m2nL2Sx3VRNaYe4c5LddydfwDGrbTqegQTjsM/X3Rnhs7XHBORHnIm9VvhLdEIIIYQQQgghhBBCCCFkCHiITgghhBBCCCGEEEIIIYQMAQ/RCSGEEEIIIYQQQgghhJAhOKA10UPPldDb+XcAp7vPXpBKY6z18waV/vUYdb2IeAOoW+Tkle70QITedVzpNCkd6mA8ag4lNlutpyCNWkD5Ooy9Aauh5eTUZ0eihpjXqbS8o3S3lR50qFqI40doLPagLlGhHLWPtCZhocJqasW3d0HsV6D2URghZaV10nVduV3YJnITakwaXg/eo7XKo97XaGTXoN5XvFnp5kfoyGstbvdQ1F53BqxWd1CC5eYNKq191RYLFVYfyh1BEyrZHeELkMIyybiYj+cHUVduTXutTSNQaQwq7blmm9dkJ+YlNjAK/Uvdx0fQVc1XWa0yN6sEPVUSsVbUKhcRKdQqHcCY0shWfSRKI91X/SKcWA/xaLQ9tZ6pPx7rIkjaIV/rxodqvEp02bHGT+I1Wr/ULWCiyS77vvlS/CyI64yYWySmdH891U0SfUrzPmPbu24TRou3YB/sl2B71fWpvSPCItuec+N312ehkBFpMZcQQg50RqPBrIclV41B2mNDRFw9bil96Hh/hIeEmkODBM4xT+enQLysEjVxRURiLma2t1/NUxEasKkdag7pxbzGosZlPQ4Hw8/3B7zWtWkDw18eqfeuyyAYfm4TsXNiQjUbR+XLy0SsVdR8HsSUjnrEMlP71WidfL2GiA1GaKIrjXc97+r3j/xMl9mB3o72M+NLuiTxso9Xzxqrid42BhtyNoNrofJ2LO+T5llt8juXz4U4rbxu1q+OGKfSuJdLVOF+NzcJ28riX88zaWTn4dr/zPOeh/ie9bPtPUrveeNlKh+PoN9T7vwIr6qU8vfysQxXddeZezoW4WeNRyod+UEclyfM32LSaL51In4wF/eQTsSgUz+mC+LWdXieUb0U8z7nsmUmjVteOALiWDmW2bpuu1d3lY3QOec8DfFdfzsG4sZT7ftuWIztdcO7cZ9WvtKOdf2NWDe3bkHd/JJ16BnRP8P6HTkDyhdO7WPKV9p9We8UfG7xEjwDivVjGmPeZjcUPX/AttcUpiGuaLLv2zUL0z1o3HaIlx47ydwTKs1s027U3Db13HUmjVWt2J51GuGdVqu77AJ853Z11NK+GNMM4rY9zzlyE8SbL05DnCzYugkK+EK1Jaibvuo8TCM9ptOk4eaw3RSURvrnnr3I3OMci88pS+EGeMly7M+bXppq0uiepc43KrDPx8ZYH4RgEPPa/X6cvHOrUM89dG05x6pxz9zRg+NmIRtxHH0YnuG1PYNnIskstt8Be/Qkl1x+967/n+kryPN/sde8FvhLdEIIIYQQQgghhBBCCCFkCHiITgghhBBCCCGEEEIIIYQMAQ/RCSGEEEIIIYQQQgghhJAhOKA10eMtPRJ7WRQ3SJeZ77VentuLOj75iSig42Ws9q/X2g1xYVwVpjkQoX+ltfyURrrjoyZRfrzVeop1oPZRYgtqKoXxCJ2mYtSec9cqTbAalfdshJ57WwfGk8ZC7PVEaHWnhtcmN/reEXrQhTrUlPbU+/tVVlfcVRrwur79Kkwz3mZ18wuVSs98SzumWWXblSiddK8fy1HXTVSZhUWoMeX24zX5Ovtc/RzdXo2Wdat937zSZ/ey+C75Mis+X9qk+lEOn+MpvayB9rRJQxMfxDYQj7A0iPehrlZC6SImO21/LRSpvqaK/hUPhVfQZSoi4uawf/rF+H5haYSOumqLfoW9BvKltdojnut2K22yTqvFnj14AsTxDtQdc/sxDmpQV0/E+iv4JaptBlbD0RvEe2KDygcioXQx03a80vrlvhJnDSP+xBtTuqpaZ1Xr6Ho5m/dEG5ZrIa28BrqxzERECpVYn34JjrWe6r9+xHyU2Nq16/+7vh0TCCFvDbRkqJFljpoflJ+J1qqOR/jGBGq+k0D5jPSh10NWzXUiIlmVRCw78tyd6FZ67Wou194WIvb9jDfFCPrfkRzIetd7o62vGpbRDBcR3UyM1rxaVun6FhHx48PP1VH67VqfXWv667lc65/vvEe1Ea2bH+FhFKklPxzD2wa95XnhtrniJXeumQbn2MJ1enGtV7YOW1zx+7dBfN/6mSaNqkdwfeWfj/tfb23a3BP24xptoALHMq8X83HQ+9ebNAYeQA3hh357FMQOSv/ufO4k3O82/hmf2zkDr09024Vtei02uq2n4vebn7fa834jriG3rkb955LN+L5b45UmjeIz0I+t+HHUIo/V28G9pQULId6L79N+FA4gz96F3mwiIpNObIK49094zrD1UOsplMrjmHPbKtQmd8qwLW58brxJw5uE5wreWtwPj7tgo7ln1Qu4x2rbgOcoTj3W3fh/2om4ZT6WUVLNj90n2z3H9B9hObbOxz1F29G4X6zX5lYi0vR+3N+6G7BvZvFVRETEr8H2vGQlvn/ds7b9Tv74GoiX70Dt6lgVvp/W7hYRiXVjuRXN6oK4e4Ydazq34QukD8Pzq0CVSTZn96Grt2O/iS/FNpFYqzTEReT/futmiP/rftQvr1iF75KrtW2isE75HE7BvpbP2/osfhHPqzIxzGuZPmo7E8+zRESKn8Dzxv4ifL+KKtsW27pwj9y/Bdti0XQ8mxjosucf6Xsw7wPn4z3J5+zZRMPZeIa5LYZ5za3BM77y43eYNH79+7N2/X8/mxGRheaa1wJ/iU4IIYQQQgghhBBCCCGEDAEP0QkhhBBCCCGEEEIIIYSQIeAhOiGEEEIIIYQQQgghhBAyBDxEJ4QQQgghhBBCCCGEEEKG4IA2FnWyOXHcl8X3o4w242jwUahBMXxt5Be6EQY6dWii4bWj+H9YhMZMkXiYrp9C0wxtIrozc/j3jaAcRfn9Evtc/T4yFs0dgqQyDOxVxoUiUpg3BT8IhzfuExHxetHNINQOVzGM8xHmhrEeZYBYjsYEkUaMylgzKMYy0T4bYd6aO3h9Ku/laNTgF0fUr/pMmxmFpSO3Cf0+YSI27PciImES8x8qg9ZQmTlGGSrpcs7VYLuKDVhXJT+Jz0n0KpMw9OuVQsr2I91uXF+nEZFZ9ZGXH7ktlqzvwiRiWCZ+aXLY70VERPUj00aS1nwtUOloc11tFKeNZUVse9V9IOovnl7Gmp4AalzUxlwi1ujYCZWRaoRhnSZfhs+J9xVUbPOpjcZ81X6j3i1Q5rmhGluT7VhXTtamoccnRxmY+RVooiIi4ma1ia/qix7GsS7VKUQkqNjd1wKff78mhOzEGCI6EeODGi+NabKddiPmUGUK2o9xYKcls87Q47YX4ZEcH9TzuzJFzUaYRhaGn99NHGUYeSAbieoiGcUUYcrAGGvaRJxQmXPqNb6qhzBnG5an5l3T9iKqwawBdX37Oh8Ra5V90SYO5DbyBiDZE4qX2FmGubT93i9X66mTcc+8tQ1vSibR/FBEpP14/Kz0UeWA2BDVNjCOlWIa9RPQZG/VQjQRFRHxi5ThYwOuHw87aIO556UmNMVsPgr3VLmxuBcoW273h2WfRwO96YEy6xzAfamISPeLaBCYT2NeC8rb75TzFpk07n7yEIidObhujUcYMcZbMP/uNKzfIhfLMNdl09i8bAzE3jT8fsx0axDoT8Uy6cvgXi45155naPoH8Z5sNZZZcy+eEYmIxMfj+UygzLlr0/j+rQN47iIiUrkc4+0LsLHGIgau1R/CCkzV9mK+1uA5yvJNWKYiIrHt+L56fndt15NpE1ohrk7h+y/ZPsvc0/5faBSamKaMKBfguUNxnT3zyvWiSWRmZRricIxdaIyt74J4+9paiL1+dSYy0T43Fsc2kD0I+0CXWJPMX245EfOm6i+bxusz3TaN1IA6v1Hf11b3iqatDuvzZxf+CuKP33kZxKWBnf9zaXxSogzHp75n0VxYRMSdjmVy+oyVED9142EQp5U5uYhIr/KSzXRimVSeZE1Q123F+qyv64a4pRT7QPczaBIrIpLboz6DAWua+lrhTp4QQgghhBBCCCGEEEIIGQIeohNCCCGEEEIIIYQQQgghQ8BDdEIIIYQQQgghhBBCCCFkCA5oTfT82CoJYzu1l4JUhN51Pwo+BUX4urFOpVurtbxFxFfaxe4gpulkrKhUWJw0n0EaOSUY5ERosZdhGlr/O76t09wTlKDGUKB1l5XOeqEe9d5FRGJtqO8lSi85SFttNkfpDIVKv91oEEdoHWpNcK117HVavTP9XFHvq2XG8kr/W0QkrtqA04/PMdqPYnW1XdUGnLzS2k/Ybqa11mNdqNUV67faTX416j/5qj3Hu/GeQplthzFV9t4AtqtYr9LyFpFsDeqbad30Qgm2q/iALTOtfxmock30WO1qvwjTTbUPrzMuEqF57imdbaVvrq8Xse01W4XtJtFptdlcVa463Zhqv06/TUPrswcvrcH4iDnmHt1f83Wo6ec1KQ24VIR3xFLUN4vVKK3FWY0j5rVoO75foUy170Fbv4ViLOdkJ9ZvGIvS1sdYa7xnq1S5Rzw31qfmhZTWM4+oX+UfUahF/b5Qa7WHtpz39NwIgygBY0LIm5IRdJgdLSod4fehRbPdCN1Jk64aLz2lbx0bVLqcEesdrdY5kra1iIibU9fkdN4j7tF+HboMdLw32tZ26XngMIr3Ne3IaKRLhFmQ0rzX66p8xHousp2MkDedf62Brl8vog9o7wBzT1QZjVRuB3KbeB1Int8qsZKd66yPTHjafP+z1SdBvGD8WojvfPgIiAcq7Vrp+Fl4z7PbZ2Me2u3v/wYm4oDo+thGm7ahrnoibttF6dwOiDubcI+84c/TzT3hREynMBHXj4kk5mvCeU0mjfX3T4ZY+0wNHG49dsq24Pt1l2Gcq8SGvaQdtdtFROL1mG5xCtfg2eeUFr2IlDXh+3Y2qvpTnfKDZzxs0vjtQ9hGSjfj981FVtu4cU4zxDs2o3ZzoRvbRK7Srv3rpqHucv+zuF/yV+LeR0TEOR61qd8xcynEtzx0DMRTjtlq0mjuxj1UshXLrPwpe/bUfjru553FKq+zse6KiuzePefgfig1HTWlY/elzT1aA/2lf6AGeiFt+83m0/GMIFeLZV+8HM+mYkfb842BWsz/PadeD/H5T3/c3NPRi+dRB83bBPGqx7BfyVp7fpUtxfeZeCf216YPqzMxEWl+YDzE889ZBfGal2ZCnBln58uJd2G7yj+Ge+aO/7Rni0VTeyC+4reXQ1x8GNbvQL/197rs7Qsh/t3fT4M4W2v7TSqFebl38UEQf+cTN0H8q60nmDTWLcPx5+yDX8I0HznU3JNeg+WWfTv2m0Qd7sszrtWeLy3dPR77ru0jrxX+Ep0QQgghhBBCCCGEEEIIGQIeohNCCCGEEEIIIYQQQgghQ8BDdEIIIYQQQgghhBBCCCFkCJww3BthwdeXnp4eqaiokNOmXSExb6fmU5QOuduJmkN+DerYai08r1vpB4uIX11mPoPvi62eW3wHphOUqLxp/eRy1EISEXGUZqTW2TZagCLiaL32QOkHau3yYquXZLTJlV67TlNEpJDGdBylfxnfijpkQQVqe4uIBKVYBkY3PUI33u3D9wlSmEauFvWRki22fo2u9ij+rFQox/fVuur6ezdvNaa0tr4U1DUxq5Gm0411oR7UwJQ05qvbamrpctS601rvVETETypNe1VmRtu6w+pO5ctQrz42OLKga0FpVbt5fG6szz5H539EffoIfX6tfx2WYLkbrwERcbK6/rAh6XwEiQgPhw6lvaY8DCRux5pCWmmAqeFc68xGat6qMstV4niVbLN6jPkKLBNP16d6jJu19a215wPVzrweW79ae1xc1X5VOWtPCxE7dmpPA50vETsOeqr/uj3YZrITrJZkYttuvbqCn5UH1l4n3d3dUl5ebq59s/LK3H3qwV/cNXcT8mZCjxUiYtcVUdfsmYYblYYz7DXa/2PnZ8NrngfadyIiX1pCW4+fUR43xrtCa1lHaKLreWh/6V8bre79RGQ7GY7R/ORpNGnqNaC+RberqDT3haWHbke6HqI00UdqA6Opy73QQN8zbwU/KwuXfvctO3dP/9z/FS+5c/030GjXddUv4Pqp/Ti1jitgQy5fZtdog8fgWlg3wXOnoZ6uiMg/7zwa4nA67vfyPbjeuGj+syaNJZ3jIN7Wg/U7OBCxZtmCa3BXbbtKlET2wBjbebL1qhxdNRZmbOd/1wnPQPxYyxSI87egrnjXbNs3ymegt1p3D/o/eZ7tLN4K1JXOjMMX/vsZP4H4nf/4tE1jUPk/aX36iPFl/lGrIX7+UdSdrjmkFeK2zoizm81YV/FefJCfsmWUOAh1psOn0hC/9J8/g/iI5y8yaeR97BPpIjy72NJktdiralH/unNzJcTTZ6G2fv/PsO2KiDSdhu9TuVT7fdmCTh3bBvFgFs9V/JXDn4mJiLjKe0W3EXfA7rHK12Kb6J2EeU9OwfIQERnoUvVZjM/Jd2J/Laqz3nrxx7GPF9SxWL7MtonGo7DsMwXcmze3oZdCUbHdy2YGsVx/fexvIP7QPz9m7tF9/pbF6C/hqP6aXGfP+HJVeE3xRFWuT6TNPYMN6syySJ3xdWF9lh6E3hIiIqFaaHRvxTJKRtRNLIb7+f4mbHsVK/C5Z3zkCZPGHX8+btf/97MZWf3D/9qnczd/iU4IIYQQQgghhBBCCCGEDAEP0QkhhBBCCCGEEEIIIYSQIeAhOiGEEEIIIYQQQgghhBAyBDxEJ4QQQgghhBBCCCGEEEKGwDrVHUjEPBHvZWH5CHOjMIGGJUESXzfK3E/j9mdVGsogsQsNIkREgmJlFKrNOJXpoNdvDSDdATQicLTZYZQpaBE+t1CEpgox5c5i8inWrNNR5oZhLOLvLspo0lN59xvQEMPJWTMabbRZKMO8uxH1K00tEAYHTYY4sQMNEZ0BrEuRCENabUwUYaqkjTV1/br6/bRBpFiDL0ewLRYqbP1qI6ZCJZrApJqxjfgR9auNRGM9qkwi8hpok0xd31llOpGMMM3MWHNVSDPCaCym7tGGtU4+yuRWtfku1X/Vu8S6rZlFWKrMOlXb83oi+rwaF/RzdPuNGnucCqxPY0YaUZ9et+qvGXxfvwpNfL12ZV4qdtwoWofX+DXWSCbZhGY7hRp8jpvDvLuZCCNZbYSs3i8otoZTmkKJmsKUGVmi3daVqL7n9ijj1ETEc7M4pgVpNFcKyrHu9PuLiAR71G/g8+/XhLxlGWGdEWXwred/+32UwacyifTV2KeG5dGYXVoDyKi8KGM8bRoa9X76mtfJRPINS9S76GlkL0xSHe3ip9e3piL2DSMmO5p3eau1gTcAflEo4csGjLE+u47NprE9zZiA+7T51ZsgvjE4xqSRWIfrq1y9Mq98fL65x5uK67jCIK7jEhW4Nv7Li4ebNOJbcP9QtgG/9+vs+KjNVRsmtUPc7qHBpzu116SRegnX2IVibNd+mW3EmwbQvL5lTQ3E8TPQWDVoUfsaEenagHvzww9fC/GGLnyGiEjpIiyj8Hg0onzH/Z/E6zfbNtI/We/t1DwVs/16YzfmJTaA9zQ3pyGOp+yeQxuH6mOFsUduN/d0DGC5lZyMBqaTb/soxJOmYXsXEZlShm3i0YfmYV4jxqiqidieu8qxTxRCHPxb3x2x1+nFPVXnYVgmbr+tm0wXPifswPpOFmwfmHf6KogXPTUd4lQV5i25zO4pe6apfXZGnVctRSNKERGZgPuy6jTuXZv7cQw4dAwagoqIPHUIvp/TifeUTsa9rojIlmfRxLWoBfMaPw77uPuYzbtTh23xisf+HdNYgP1XROS+G46FuPxUNAbuacF9eNxu9yXZie2mz0eDzcTR1sBVnzx8Zd5dEPcHWIbfvft8k0ZQin2+YqUyud1h24Sn/UkPxzG8ew5+/WQrngGKiOQO2V2OwUBEH3mNcCdPCCGEEEIIIYQQQgghhAwBD9EJIYQQQgghhBBCCCGEkCHgITohhBBCCCGEEEIIIYQQMgQHtCZ6kIxL4O3UL3K07riISHz414t1o76Om7Xa5KHWBH9hGcT+yYfZx25HTaGgROtbK23n7PB60SIiodJcDrda7a5g3lSIjY64LqOIMgvjSiNrFHqCWt9S66a7Xajt5FejbpOIiNeN+l9ubuSm6fdgObtZpfel6tPon4tIvhL1zmJKn17rUouIxNZuwzRmjcfve5UuddL+rcotaC0yfE58W6do/FrU1dL69flq1DKL+hNZokWJZGlNyQhN9ITW5k5h3cS6lf51v9Wd0prZntFit3kNUtjmvV5M1y+zuvGu0lEPtT67knMr1FodLndAtQF9QSFC7zqN7UjXX34Mag/G263emenjCVXOTVogTKQwDnUCPVWful9p/XMR2+f9WtRIE9dq4PkV+L5eH9anHgMi/Re074Mar1yxmobhcy9BnDhiLqahxtJCOqKNqOc4OaxvX+mdi4i4Laj76I9JQxxvRQ28KLcNfw+N98Dh368Jecug11EjaVlHaZNrnXE9DUWJTIcqHaWRrie3kRXRI4h4rNVNH0HvPDLdt7gG+mgYqV1FMVK5an3+f40k+sjshb77W67+XwdytQVxi3auzZysbXC5iuEb4Y3PHw1xotXu9ZTErkz9A1bsIf9vkbnn7ltQW70wDdeX+Qw+x2ux+0E9lml999rF9oxg4PguiNu7cf3oKr3vbJ99rptWa9+83qjYkXnHoNpHpzFviefx+9ITcQ0rItK/CHXUV7TWQxzq+UNE6jegRvTKFtzbJLdjOfdPsvul9x3/BMR/WYXnKLlOu273bsC8nvT5FyC+93nUGR87DnXIRUQ29Wm/Olyp9/1ljLln8BTcQ/lP4/tOOW0rxLVFVoj6mb8dDHGx2iKHEV1m68ONeE0NlmPzcjx3qF9ly3nrmdiuqp/FusmX2Prtc7B9plfhNZ1HYr8SEXlx+1iI3XFYZqVFuD8sP9/qjPesUmWvNNFjdsssExuxTff8HdNoOB/161+4d7ZJIxyL/catw7zG/5G2Dz6vC7NawGtiL+C5wmC9ncsKVbi/deZimdQn7FjTNB/bq7san+sUYX33zrJplKzHcwZHjTWZFrv/nf3fqCV/1ZXvhjjZgfmavUCZSYjIuh3YfxO92BZ7j7LnRrUvYF4PungdxC/8A0XRt4boPyEiMnFm867/X+jPis3Za4M7eUIIIYQQQgghhBBCCCFkCHiITgghhBBCCCGEEEIIIYQMAQ/RCSGEEEIIIYQQQgghhJAhOMA10T0JYjtfwRuwOk1az9wdVBq76k8IuTqr1a1xjz8U4viOCG1jreXchRpZoYcP9qvscx1faaRpTd6Dp414T6B0iaUEta68li6TRn589bBpaq1jkQgtcqWP7FcqjaXA6kMFpaiBptOMwm1Q+m09Sv9ZadGHK1BPSUQk2YAaSkEa6yIowroUEQmno/6XN4i6U0EC9aHCCE3pfBXmLa70+YPSYnOP0bDPYxnF+rAP7KnBvPu5mK7Wu4zSgA+SOEyEHr6P6438tzhdn0EpatO5mQj9a6XVnRmHWt3JNqxvEZFcNaab3I5a1UabO0p3U71fEFf9OW/z6vVj2Wem1GI+tnZB7FdZ3TFd9oH2J6hP2+e2K/29GN5TUDr5UW1RexqYcTKiz+s2oPPul2A5x5utBl6uEbUFtUeF7kciInLsIRB6O5T/hNIzj3VZnbVQ9elQeWcEcfu+wQzle9CD6WYmpiFObbD69bE9y8jPmu8JIW8RXq1G+ihwohTNfT3B7x+B6xEfM5r3G+ka6l9bRlMmIy3X9kaLfH/BOn/daWjskNjLe8nta2rN94E6VVi9oQFiJ4bt67IL7zdpdBfQc2fxfFx/3XEH6qqLiOTrsHGkF+EaNFBLf/9Euybt78Ln1i3CNWj+01ZnO5PBfXVtGtfkLdMwjeqFET4978T9fd8gpjm+AvcxIiKbtuNePbUG03WOQ1+mgYzVYg9mYl5zzeosIkKLvROX4FLyEg4ofVNw/zDp77bT3vXiCRDnD8JrKid2mXviH8E18wNrZ2I+6vEspqEE9wYiIlcswLZ25bOo7dyTw/oXESkoLf0SdeSzYQXqcPdMtn5mDWdugbg7g3W1o1X5UInItAmo510Wxz3HijHYr1pL7DlSrBPrpv0orJvUNntGUDQR29p/nPUAxN+97R3mns8cfyfEP/rdhRC3TcfntOXR301ERIrVvrNaeVX12ffbvBrPgP7vFX+C+Js3vBfiomMj+m87pltbhe1mx6k2q0WP497VVcc11QvQs7AqNWDSaBvEvWrTRtQM7yqxeubFpepsrQfba/VB+H752+z4PPdD6Cv2+FOoK14zye5dt/wYNd4r7sUxreswzOuaxyeZNAoTsf3mynFsaai147H7HzguPPnMLIhv/uh1EF/64ytMGk29u8/rgow9D3it8JfohBBCCCGEEEIIIYQQQsgQ8BCdEEIIIYQQQgghhBBCCBkCHqITQgghhBBCCCGEEEIIIUNwQGuiu34g7ssieX6p1fvyulH/Jkjh68a6UVPZidC/9rKo9esq3W2n22qVhXWol5Qfq7R/W1FzSeuOi1iN4bAR9a/cCO1qJ6d0p7X+s4MaRGG51WXWmudaq9rrstpO+TrUS/LVc7UedkHpYYuIJLdjmRTSKDIVb4nQVFba5Po5Wns+NmWCSSNIKn1kVUaRWt3qGt2ujG58hMZkrB81pHS7Cosj2nMH6tf5NaijVihR2t0Redf6147STNVtSMTWl5vH9qr1wHX5iIg4BaXXnxq+3KPS9ZNWr07jqv4qqm/pfEThF2N9ekrjP18boT2ntLcT7dhPCjV4T6xNaZmLSKA0/L1efK7WiBexfgO6fnWf1/Ud+RzVnqPahJvB9hsq3XxTzlnrWaG113U702OviIjbh+Wcb0BtPX1PIW31J3Vd5cekIY63W5+LQiWOR24P1m9cvb9fbduILmdCCBGRkTXSo9gb3fSRbomYh/fFc/dJGm8yPWzn9dIet9MqIaOmo7dYPH/nuuqggzeZ75c/MxniceNRY3fH86hjvGQ66p2LiDy/tRFi7yVcT1Wus4NB65EYj3vPBog33YH50vrnIiJeJ67jtp6Bz4l1WO3qoEWt26d0YRzDDtcz1SQhJ9dsg/j+pahT3Pq8fe5x5y2H2J2OeX1+G5bhF+fdY9L47p9QE7zumGaIe+/GcwcRkYP+cwnET22bCPHYIlxfNx9t08iMVXsKD8fCziarmd0Zx/erH9sF8SE1TRB35239fnvV2yFOvIjr+oFGu9epfAb3qr0n4dr//JmoMb1wy3STxpb2NMTZPtzfx1vt2dMpR6yG+LF2bDiFDdgnwqKIvV0G5/P68ajXvmMAdbhFRNzV2NY6ZuAe00/Y5/x12+GYhppj3B7tq2bTGD8JfQG2vYjjxKwz15h7lj6DZfJf914E8YRTsF+1LcQzIxERmYp72R0voU+eX2m1yeW4LgjzA1if6RSe5zT34xmZiEj7S6hXHhuP9/id9gzIX4ltOluLfaI/i3vooggJ8Oea8BzsiPlYrku32TJylmH+D/4Ajj1Pb5wE8fxTbF099QTqmR/2vhchfvLeg8w9U07E+aV8NS6ML11yCcTeyVbPXZZX2s/2IfwlOiGEEEIIIYQQQgghhBAyBDxEJ4QQQgghhBBCCCGEEEKGgIfohBBCCCGEEEIIIYQQQsgQ8BCdEEIIIYQQQgghhBBCCBmCA9pYdE+ijPrC+Aivl0PDAG/QGggECZWGNnyMMIB0fHRViHWiEUVuXBpibdQoIiLqud4AGvNFGST6JZgXbVzkdmM+tJGhiEhMmd+53Wiy56cjDPNUuTnK3E+XR1Bk60WbJuo0g2Kb13grmroWqpTJ4l4YN7lZ1QYijLaCEjRv0Aa1oYt/mwqT1hDSGG2Wo2GEMScVkTCmDFyNUa4yLoxII0hgXmItaDQSJqzBSaID30+n4RfjPbq9i4gEpcp8R5l1RplXhsr0Na6Mgh1dVyLiqryF21ownoGmGqZ/izWo1WaciSYsMxGRoESZ2Kh74lva8ev6tEkjdJWprSqTyNas7glUP9ImxoUaa3CijUS16Vu+yhr0xDuVYelWVc7KLCqosUZBjhr34qofBRFm0Xll0GpMmVW/ikUYMPvlapxU9+SrreFyrAfbnl+N5WjyEWHetmefDh3+/ZoQMgSjMdHUQ8jrZfi5r3iTGYcS8qYkdCQMd67/1t43xX6fxo6c83FNmuzAteNTa2wadXXdELdMwDXbIC7jRUTE7cPnrHlsEsQXf+BhiJ/tQENMEZGOBjSabF1bDXGhG/d+IiLjZrdCPJBT+6HFuGYdmGz3LQ88h6Z66eX4Ll2H4f5fROQJVW5eC5aRN4jlvGKKNQzMVmJdNW1Eo0lvnJ0PHv/nIRBXHIdr/74M5iO0219xfMxbvF3t2yKWx6nZuN/vfAGNGR9IYt6DOltm0o114x6Ee450KcYiIt1qb75gylqIb3tWmWqW2vqdPhbbSNt92ICzaXvO8KsHToHYqcM9c9lM3Ifmn6gyafTPwnvalmGZFbfa5w42YJv42WOnQVzSaitnUzuaN45ZgmW/cTo+p6oB+7eIyJZtmP94Hu/Z8Cdr2OpMVGdcyki17+YxEA+ebOu3rAz3dpkdaYj9CK/1VBz35o3K5Hb9ndg306egYa+ISDAWnxtksQ98/pQ7zT0/ePQsiMfdi3WRm45tr+0ou6gKO7E9v/TCTExjhnUjPflsNAHd1o/7+UIf9qvHl8wwacw4bCvEKzrQOPbksxabe+575mCI3RPwbMnvxPE64rhOpHx3GQTxfb/I5E6eEEIIIYQQQgghhBBCCBkCHqITQgghhBBCCCGEEEIIIUPAQ3RCCCGEEEIIIYQQQgghZAgOaE30UERelmaTfJ3V+o0rnXSvX2lGK/3nIGmLw+sfXos80HrCIhIKahsFxaij5irNcK13vjMR1HrSz43SzPaV1rjWkJaYzpfVv9Za1YUNmyB2D55l8xqgEJFfgfrXodIp0u8vIlIox3tiXUr/2rf3hEWqXDNKV1sVkdbYFhEJPcxcqHTl3ai6UTrUWs/d1J1vdeUKZclhr4nUc9fa3Bt34NdKZ9vts9pWjiqDoMLqPxu0tv4A6m7p+g5KrJa1TkP3NSdCm1zrW+v69cusTr6uG5mitLlTSq8wwkvBr0DNMH/ZKszrkahfKGL1zL0u1O4Klaa/G+G/IFlsa34VailGeQnEd6BngSl71eedJ5eYNNw5qF8WFGEZJVoi/CZUffnTxuFj2/EeP43aZSIibk55JSgNdF1XInasdNV4pdMIAyuS5g5iO9I+CH6EFnshjfUXfwnHxcKMRnxuxPi85xjuR3haEEIOfPbGi2WviPBdIISQfyVeLBAvtnPwOfmCReb7B+9Ajej21agrHqvE8XHCWPQLEhHZvKIB71H63n6D3ZcFZZhu6TT0A7qnaTbEreswXyIijtJhjvdjXCixY/u/TXwK4u88+XaIE+qe2dObTBorX8T1Y9UKXNf2TI3Yu8ZVukdvgLg8jvu/uzfh+4uIHH446nsveRx1p71shGb2GFw/D25FLWsniRNTWGv9rpwS9VmNijfYfanOSV5p7zs5tS8fsPul+Yfh+zb3l0PcPWj3lEEG91BLfjkPYu801NmOr7R7nVV9uD+SI9X7RuxTtG68sx33JfWHo8762oOtd5WrthnJKcoja1LEOVKX2uu0YzmG862eeVEM63zTuVgG82bgfmntvdYHoWw+arzX/h6/3/QRu+ApKsJxIHwqDfEASqKL2xRxZrADyy11IubjvEbc/4uI/PPOoyHunam9ElV4jT2fjJ2LecmPxz7/41vOtXmtxTIY/BDmNfMYat6njsD6FhEZbMXMDU7FMjxkkh2fHl6F40JqNebdmYljTZi1Rgir12FlJFqwXT0yy7bf9xz/NMRPfAPLvfDRNogPq7F5X9K+2wui0J+VLeaK1wZ/iU4IIYQQQgghhBBCCCGEDAEP0QkhhBBCCCGEEEIIIYSQIeAhOiGEEEIIIYQQQgghhBAyBAe2JnrM3aU962k9bBFxepUucU0FxEExvr6btzq1bhdq+wbpUnWB/TuEO4jaRmEedYy0ZqZfZjV4vQ7UOhZH6WPlrKayE6LWUehh3gKlh+1mbZnlajCN+BFzIS6Uog65iNVljrWiDpPWLtd6yiIibqC05pSmcKEiQstKEcTxnngH1r8zaHX0wgp8X0fpI2t9aBERrwf1n7SGstZDdvS7SYQGuq/03SLaorejC59TPryeeSFChzq+FfUHs1PrII71Kt8AEQlSWH+xTtWvtOZ9hI58rh77TXwHplGotHpYOi+6n2gdchFb1lqv3lM+AX6lLSNRaXgzp2GaEXrWbh/q4gWmXakxIKL/anT/1f1MJMJvYRVqz/mzJkLszZ1p0iiksex1/RYiykh7Reg+UajG+o7UCdblGFd69Tt67T3G1wHbhK/6a3yV1UhzlD69FJRHxQ7UmRMRkalKXK++BrOlxuug3LbnPXF9aqITQggh5MBhXEW3xF723lm4Ybr5vmwTrvXa5uNax6/DtW9zl9ULrnoJ1/YdB2Ma8aKI/e8q3A/1dKDmuaMkldNzO0wauSfwnkBJ+6Y67J6jz8f1ZEka9wL9Stt69bZ6k8b3z7oJ4isr3g3x+Qc9Z+65+475EG/4B+pMD4xTa8wau7dbGWBeCmkspKkz7PrZdbB+j6teD/FvHlgAcck2e0aSOQz3D4UmtccYb/28skvTmO481OauLFblnrN7943dqN8+qK7pa7V76ton8byie6q6QG2A08e2mDTyt+A++6xPPQbxjS8cZe6ZM3kbxGsem4TPSeL7xtbaPcd/vPsOiH90J+r1n3zii+aehe1zIC6a1QVxTandh3b0q/1uGut3xVOTIS49yva9QoDtZPvxam/Xbc+r3GfxuT0HYxuPteL+ONFl+6+mJIl5v+OOo801/lRsn+N+j2Xffim2zY1J1N4XEZlzLPabFY9g/5120kZzz7Ll6J3QtwTHq6qTsO3lClabPN+L461TiWW29i7dwEXiym9icAqW0bFT0Y9h04/sOUMmjWUf05aNS+05w8JL0K+t50hsI97jOH7df5Dtv563O+/+gC2P1wp/iU4IIYQQQgghhBBCCCGEDAEP0QkhhBBCCCGEEEIIIYSQIeAhOiGEEEIIIYQQQgghhBAyBDxEJ4QQQgghhBBCCCGEEEKG4IA2FnVzvrj+y2YDjjUMCNrQRFGUsagoszu315pZaCNRbTTpdaO5g4iI04PGC442w1NpagNBEZF8PRoRJLbgu4TaHE9E4h2YF23g6ebQmCHKNDO5GU31HGW65/bZewJlrCkqXVeZvjr91uDEL8P3cZQZqzY7FBEpVKCZgzYSdTvQmNAfg6YiIiJ+EusmpswOo8wrtZljUITlnFjXit+nrXFOoAxatSFmkLJd01HtV5tmmusjzBwLYyohjvWhQURUW9T9RD833o7tvVBlzR0SzaouVH1rU9io52jDT7/YtsVEK+YlVPXrl2NbjTR91Z+1KROUMWgSIyISVCrDYV326vWijCcd1U+ClBo38tbU1x1UBkvj0GhDeQCJXxKRRg77mu5XzuOLzT2hMhyONGjdMw1lrLozb8pcVxnS5utsv4kpA1PHV+PTY8vw+ymTTBphkTKo9bCPR/UrR40Lfnlq2O/1+GXSo7EoIYQQQg4g1jXViVu0c/3jeHYdU7od17FtajnlZ/GD5DK7Fu44CNNNT+yCeHARGuqJiJSvx/VkQW2RO+dhmuMr0PxPRCR9wXaIX/otrnP7x5lb5CcPvg3iRD3uQ+NtuJcLJ1pT1Kv/5wMQV6hjhftWWePJ3AzcR+fU97FtuNZ319tyDg/Cu+IdWDcbHp9g7qmdj+aFN9y3AOKqZbie7j0L934iIkeMQ8PSp7umQVyUsmWURd9FOWfCSogf/TEaQHZj1YmISNkMPN8Y6MO9QH0jfi8i0hLiuUGiEvcgrtpjZfN27547pwfiPy07EuLi8ggjVR/TyZdj+11y3yyIZ52yzqTxs7+cA3HiIMzHcRVrzT1PVKMJaMHHzesHxz9l7vnWP94FcViHbXP84WiS2jVg2+JAP9bF2JdwD7W93O7LBo/C/b5bwLyGMayc3Dx7XiebMS8fanwB4p+2nWxu8bbg4NJ6BLZ5P6fGuJl2rFm+HffqVUfsgHjwm2PNPc4HsUwmz8J+lPDw+2Wbx5g0PL013YR790PPX27uefJpbGteF7bN1q9im+k7xJ7nDNar85uUOleqtMaxTheeJZUfhP2zpwfrLui056L5PaomGBzZWPbVwl+iE0IIIYQQQgghhBBCCCFDwEN0QgghhBBCCCGEEEIIIWQIeIhOCCGEEEIIIYQQQgghhAzBAa2J7uR9cYKXBX4iNNHDg1BnS+sHO1Z2y+ArvW+tHyx5q+MjSdQiK9Sgtq/Ww41vszpcJl2l/VsYi9rWkQwvyyxuhDa5xLFJFNasxySPPWTEx2rdYlG66lH6ya7S5ta641671VULa5X2trqksBX1omS81dEzaO3jtNVYcnylpT+IdeXXpiHWmukiIm4W79E6zF5U3biqBlVe9XO8PpuG1mrW+uVR2vN5Xc66r6l8xTpQp0xEJChRWuR5zHuy2dZvIY16V7rM4t0RHgZKa95ovGsfhIztv1ojOz9nIsSJrUojXUTySmtd972YGnvcHVYjza9Fzft4O9ZFkLIa8NKGY0dhCmqghTF8/3irLWddJv4Y9GNwjjnY3qM1v1Uauu3pPiMikq/CcSCm/CXMWBuRjtPeBbGvxqd8hASabuM55T/hRuiVx9vwHl2uQVL18Zj9+/Se463jj2LyIYQQQgh5g+B0x8XJ7lyLas1hEZHNH1A621txD6XvCCPWaHMO2QTx6u3oQ5RCaWcREclWYEKFU3CNHXbhfmLzLUpkW0S292PuEjmMq49Te0oRcdUbdWbwOV0h+iXFVtr9b74c06hdjGWY/bw9I0ireMdi1FiOKf3fkqPbTBqdK3BP7EzCNXjRMzavx9fjmcBfX8Tnlm3GvPsprdYuUghwfez14/73AzOeNfdsGKyB+L4tMyHuPRb3chMno8a0iMimJnzfmlrcD+1Yjc8QEZEE7gdyvbjHnDQRn7P5JatDnejE9z3oNNQvX/GIbYtz374K4rUxTNdPYptZ+dBUk0ZhBu5b/HZsm9/72zvMPWPmoy/A5u2oCf+NZ84196Rn4p64oQzLdbCAe9euZut3pct51pdegrjvd/bsKX1oF8S+alfNWxogLn/QarF3LcBzhJ/edwbEycY++9wXcL8fu6wZ4oOqsAwfuu1wk0ZcbTOPfxe+74P/Od3cIx04luQD7DdrljZC7GXs4HrK6Yshvv9xLNcXtlvjBy+L6VQvxbbX/wUcaytcO17lHsf2+/kLb4N41QDWlYjIP+5RPgfl2PeKx2LdZDw7H8VX7x7D/My+P/LmL9EJIYQQQgghhBBCCCGEkCHgITohhBBCCCGEEEIIIYQQMgQ8RCeEEEIIIYQQQgghhBBChuCA1kQPE56E3s5XcHJW29hrQ+G0sAT1kIIi1GlyCqgvJGL12gql6p7itLkn1oUaS34x3pPYhvpBfnWEPpTSndbv5/VbnTF9T5CKDRtH6cgHCSyDeON4zGuEhrSj9JCdbtQpCqqV5vCg1QN2lOZ7qOoiTKEWkohIrB3127QetjdbaUq1RehBK716v0xpXXVbXXF3QOk9d2O6YRVqW0dpomttZ79IacRFaEhLBp/r9qL2uNOHcdBr3zc2bizmtRr1zv1yqwGvyyBU7cavUPdEZF3rpIdKe1/r5ouIeD34XF/pjnsDEe0oi/3CySkfhEFMMzfRauDFd2D71brp+TFpc4/WXo91YtssqDLyG1DbTETEVRr3MfVcrcMtIiLVmBdvAN9fa+2La/u8k8Ey0v1Kl7uIiKh0XaVxb8aiYqvnHutVfUvd4ymN9ChC9f56LJKIflRIKy32hc9jGofNHfG5wZIVEHtzZuD3JbbMwsTuNh/6tr0TQgghhLxhqcqKFO9cqzmtdp1T8RiudfvQUkjCCbg/Huy1a8PSOK4NL5/3GMRNM6wn2O1PHQHxJVNfgPgvNy3AfB1r/Z/icVyXZVtxrdi6DPdPIiJhHNeYleNwf18Yp/ZPWgxZRCbVt0PcuRn33e1bIvy8fFwv16zGr9uPwHfJbLBlluzFNDKqLrJVdv38t/uOhbhyDuZ92wDuqRIP2Tay6VRMt2FeC8S/fPIkc0/RFsxbxXqlVT5L7W0mmyREsrhvmVnVCvEzA7acUy24Vy3bjM8Nu1Cvf2qX9erqnoJnT7p9p+Z1mXtue1rpaCu953FHboM4U7DnDN2Po159rgLTiPXZ/eDWpahNPflQfM76NVa7uqcFddNz7ViOqTZ87rGXrjRpLL5rNsQPt6AX17gLrR/BlDJsew8/Og/ixvmY9y9edLdJ45+dh0J8TxOW+7hK61+2ZS6eG+XWYhvYVolnQLEIO7MiJdl/+/2o/z3uMNRVFxEJK7G+mjrwOXosknq7h753EZaRo+4JX8A0RURiqpl0qC1yqTqv6yvYPl99HOrG/+2Dp0K86qNWr14X24xf4dnMxgsxr+5Mq1+frdk9DgaD+37fzV+iE0IIIYQQQgghhBBCCCFDwEN0QgghhBBCCCGEEEIIIWQIeIhOCCGEEEIIIYQQQgghhAzBAa2JHsQ9CWI7tXii/hrg15RHfLobrTPu9lr9oJjSKdb6z26ELrPWLo4rjaxCDeohxzqtNpvR1FVav36p1RzS6fhpzKsXYBpa/1zE6jIbLfIIXebAUxrZjaiJ5uZRh8gvitBH1vrH6jGFStSmExHx+lBXzFO629nGNH4/YPXcY0onvaA00sWzmmFhUULFqP8VqV09Al5WlVFZhA61KE1wpSvupDHvbgJ19UREQqV/ndiCmmJ+XdrcozX93RzmNdaO5e6vWmvSCEbQmdb67iIi+Tp8H60jH0bUjV+KbT7Wpb7Xeth91lsgUH0rV4lpxvtsn49v78A0ypS+l5IqS61TgmgiEiZUv9Aa4f32fQtpfI6j+rij+nNQajXvgyrUxY9v78J8Je04IS62ceNJ4b/6sSYoUWNN1BjXpXwQEtgHXKUJr/MpIiIFpZM/TYknbkQdPRERpxzHbPfgWRD7xcqPod1qs4XFUX2akJHRPhT7jTfbzyysHO0+x/gyEELIm4TxdZ0Se3l/ulmqzPfdtRg7eg5pxnVQxUY7yTzfMxPi3DG4fnxhtRJaFxGnDNd1Nzx5AsSTTkNN5e1PjDNpFKbjHtrJ4bw74SCrU9z8KKZzwXEvQnyLfyjEc+tQG1hEZMUO1K6WMnxurMTuOYqKlafQO5WvWDOefxwxc6NJY+njyjdMmcBVzkfNcBGRtiWo/5y7D/f7V378bxD/aNUpJo38PXhP7rROvMCzc2imQWm816kL0rj2D7ShnYjZhz21Adf+FfNwPxxFZynu992c0pGvtu05tQPzsuIG1P8eWGDPnmbMxH3I2u3YsVoewXbXeJ/dczRfHuGdt2e+1tqzmMPOQ73y1Z34XKfEnqMcetB6iJc8ge0qnI/+hE++qNqdiMgUzOtvF/wvxJ9bfpG55fnbUTc9nKx08n0cN778ww+bNHJKAlzbiK2L8EGYevxWiNv78VyhuxvjcJatm8mn4Fiy/hYsk0211q8tUYJllG/D/b/Xh21vzkF2rFky0AjxwbO3QFw4yLbf1U9OwudWYxvoWofzQJCwC+3Bfizo4pOwT4y/y+qVD6g+vuYSPBMqnYTjRvCY9X0oTN4j3X/BNurNtkUihBBCCCGEEEIIIYQQQvYZPEQnhBBCCCGEEEIIIYQQQoaAh+iEEEIIIYQQQgghhBBCyBDs80N03/flqquuksmTJ0tRUZFMnTpVvvnNb0q4h05kGIbyta99TcaMGSNFRUVy+umny5o1a/Z1VgghhBAyCjh3E0IIIQcWnLsJIYSQ/cs+Nxb97ne/Kz//+c/lt7/9rcydO1eee+45ufTSS6WiokI+/elPi4jI9773Pbn++uvlt7/9rUyePFmuuuoqOfPMM2X58uWSSlnju6Hw+nPivWIuGGG85XahmL9fpYxG1T3GRFNEHN+K3cMz+jPmM20c6vWjGYCbV6L7EeZ3gXI3iA0qY5EI7yptvpnY1g2xrw0EO6yhqTYq9KuVoV6EEaMo40FHvY/bjc8plKVNEqF63yCJTTOM2fp1lGGpePjc5DY0s4gyJw3KlQGki8/R+RARcUOsC78U2407iKYLse6INlKuTF+VIWIYYb6qy76gTW4HreGHQb1Pbgz2iVi3MqsRkTCl6uK5JRAHR6BpqHvoHJuGMlsNVOwmbd/TZpReRr1fRJ/3+rFudN49ZWAbRtSvo7pnarsaRyJMX7WRaJjUJqEYFhrSNg1VJtr0VPcRkYi2VcA+EZSp8TTC9E4b9BbqsE14vbZNSFaNA6ouglJleKr7qogEyrBWXxNl2qzz77UqY5HaNMSFiLqKqffxtZlwFY55OzOj5goVj/T+IiLutt1msk4wvOHP68H+nLvJG4RX+zOKfWVwOlI6e2POOZp79PvuB6NRQqJ43cyCNW+Uf4/8Bu6Lb3Sz4P05d29Z2SBu0cvXu7ZcqpZig2o/Whm5x/GejPXPE28Q+0YuwHV68Tq7X2h82yaIVy8fD3FzF65r/aTN+5hq3DO3bMB13GDe7ssmnLwZ4pv/vABid34XxC8sRNNUEZGxx6CJZPvJ+L2zPG3u6a3DMumLYweqWIplNPlwa5r5fPkUiNNjcM9cXWTPCPo69NoXwx/98p349UnKNFREembgWn98Ee5jSsfbPce2TWjoefqhyyF+eP00iFufbjBpNCij1NaVaJpZKLF79f41aYgbj8K62rhZOekGdlzPVuJnl1z0AMS/eHKBuWfq9DaInS+haeKqT2AZrfmg3XPEi/F9ait7Ie6qsmV0bjXu7385cCLEHTE8RxIReX4lGrS64/C54WI0lXRq7GDvDOK48eGb/x3i8rm2/fZOwXRiY7G9JjxsZ4Nn2TTmVmE5P7t0KsTJGmv6uvkpHFtifarO5+A9hZzduy9+AZ9TdDKOPYkV6rxSRIqbsU8HajjqmYlnJMu3K8NiEZkyEfvAS01jIHY32nbkZfD9ahbi+zQfi9efeBia04qIPPYsmukGJ+C5SuvRtoxSSZw7JpRg/ZYlsA+8OE3t5UVkzIO721Uh78gWc8VrY58foj/xxBNywQUXyDnnnCMiIpMmTZKbbrpJnnnmGRHZ+dfw6667Tr761a/KBRdcICIiv/vd76S+vl5uvfVWufjii/d1lgghhBAyDJy7CSGEkAMLzt2EEELI/mWf/wbhuOOOkwceeEBWr14tIiJLliyRxx57TM4++2wREdmwYYM0NzfL6aefvuueiooKOfroo+XJJ5+MTDObzUpPTw/8RwghhJB9A+duQggh5MCCczchhBCyf9nnv0T/0pe+JD09PTJr1izxPE9835dvf/vb8v73v19ERJqbm0VEpL4e/5lBfX39ru803/nOd+Saa67Z11klhBBCiHDuJoQQQg40OHcTQggh+5d9foh+8803y4033ih//OMfZe7cubJ48WK54oorZOzYsXLJJZfsVZpf/vKX5bOf/eyuuKenRxobG8UpBOKEOzWRovSuHaVXnq9E3beY0tx1o3TvRtLpi9si1BrohTQ+19Ga6ImINJQGer4K388pRGRMaSw6eaUhHeD7FSoidHtV3kItf5aJ0MxOqrwtX4/POQS1yuKdVndM61+HSt88qh78UtQ71mlo7WOTpogEKRSVcnNKl7k/4n2VNrXW4R6NNqubw7oJlAa612PLSKcb60R9qKBY6WVFtKvQw+fEVN6jPADizUpb/6h5eIGvKifi/X2lTR5vUzrjadt/k1uU3nWFuibKB6EPyyTbiDpyntJAj2+1Gml+DWqRBSlsN0YPW8S0T91uTMuLyrvSRBdflaP+XsRooIcpq9kI30ekof0XjC9AKkI3Xt2j9V3djNL8zkZ4Ggwo3bwi1Z+Lre5lQWutKw8HN4v9Kt7eb9NQ9+ixVKchIuKrvMR2oLag9lYIk1bfzUnsTsMJ3ngaq/tz7iavA6P5d4cj6TSPQsdZrxn2ilE8x9mbLqTnppHK5A2s00zIiLxR9M5Hw2jyyv4Yyf6cu+O9jrj5nePzzJM2mvs2bkCd7a+fcDvEP127AOKO1VUmDbeg1qBqUslX2MF/9Yu4rjj3+OchXtoxDuJNtdYvZ8sG1Lc+422LIV7RaTWkHTURJXC7JHmV98ojdohm6w61T4nhur5kq50Puyqxw0z9Ld7T+jncP9127zEmDanD/V8qgXH7oN2X9U/E55SOw3+hkF+E75JORvj/NOI9utxLNto9R6wKy/n+ZaixLD6WUSJiPGnepvI2pQviwSX4vYhIXKXb/Bi2I2cy7vXqx1oN+MYyfM6vXjoOYq/X7hcevflwiP0vYpk5/aoPRNj3nTJ1NcQP33UYxLH5qrGKyLd/9V6IBw/FPXU8bh9UtArbyVUfvRni343H922+cZJJo+MELMdEKcblKXsW063GCWcV6rVvczAOI048n1MefZ7SZi9U2JsSA/jcwQY1MfmYRlnaegskKnFvWl2M8aoaqz1fKFVnEcpfonQd5tVPWH+v3iZMt6gW36Vvqt3/HnUwtqPlR+IfY8PteGby7F0HmTTGHod/rG3twrwVWuxYUz61A+K2e7DvbZyDY0tZA+7LRURypeld/9/P7Xsfmn1+iH7llVfKl770pV0aa/PmzZNNmzbJd77zHbnkkkukoWHnJNTS0iJjxuwWtG9paZFDDz00Ms1kMinJpJ3wCCGEEPLa4dxNCCGEHFhw7iaEEEL2L/v8dwoDAwPiupis53kSBDv/UjN58mRpaGiQBx7Y7U7c09MjTz/9tBx7rLJ4JYQQQsi/HM7dhBBCyIEF525CCCFk/7LPf4l+3nnnybe//W2ZMGGCzJ07V1544QX54Q9/KJdddpmIiDiOI1dccYV861vfkunTp8vkyZPlqquukrFjx8qFF164r7NDCCGEkBHg3E0IIYQcWHDuJoQQQvYv+/wQ/cc//rFcddVV8olPfEJaW1tl7Nix8rGPfUy+9rWv7brmC1/4gvT398tHP/pR6erqkhNOOEHuvvtuSaVSw6RsKZSnRGI779H60CIi+YYKiJMtqMNcKMfnhREa0lrL2WjZat1xEfHLUesn1jkIsdbhFi9Cp0dpk2t9b63/LSISqn9YkB+TxjSUDrXW8Y1Kt1A6vGZ4FPn5M/G53Vqb3L5voRQ1h12tsx2B1iaP9aE+kl+i0szbvHtaV1yVSVBi/zljEMdy1hrKgdLddrS2tYj46n19nWaf1ZEz2vq6LWpdaqX5LyK2ral7ovqA1s7X759oRS0vJ2vzHs8ojf9a7CNe1taNrguvXetQWw2tsGj4dqTLJD/O6jF6Paq9lmoNfPt+gapPrREeb0HtudzYtElD65U7Sr/XaO+LSKEa9c10/3RUm3cHbN5D9QumMEIDXaP7lteL+ubao0Lr6ouIBGlsA7rMdD/amVdVrlrz3NOacRHa5E8swWuOOwTjfIRuvNY4V2Wm+7jXZnURg/bd+m5BGKET+TqzP+dush/YGw30EbTII/XOVZ/U/VhGI0Oo7xmFr4i+RI+X2gMmKjMj6qqPpgzVc8NRvfDwaewV+0kv2pQzef3Ym39LPAq/gdecxr5oI1Fp0MMgkv05d1cd3iqxl/dFqx+ebL4/9F0rIf72re+CeMxhqI0b1ti10CGTN0PcNohrxXi3bX8NKt07Hz4C4qIpqCntJuyeIxzEdd69z6P/U3Gd9djJFeE96QubIG67D3V8W2bZ962tx/Xxd2b9DeKPbr3c3OMEWAa1/70R4k2PzII4jOg7x85cB/GKNtQ6LgT2pjCGncx5CHXEMzNxP9yypsakUfeM0mE+Er8fGGM7cqwOz1G8Jtwfpqbg/jDXjjrNIiKHTd8E8Tm1L0L8g+ffae6ZuADvae3DtpiOj/y+zcVK874I255fZfd2845Bb7nTqlZA/N3b3gFxUYvtE481owb6kecuh/i5rdafKKvaZ/px3Mt1z7B1kxuPnz3WMwPiZWvGQzzt4q0mja4XsJ8klWb4plXWjyA9EzWzS5X+fs8dYyCe9h7U9hYRmVe+DeLOAr7v7csONvfUnLQd4qYdabygDc+Nchus1n5G6Zm3jy8z12jGzW6BuOUZLJPYCVgeRX+3z+3EYUHCONZdlK54eRz39/7CaohL1BSSrbRzd8XlWDfhL/E8cluHnYdOGrMW4rvj2Lecfhx7E0+kTRql23b3z0LEee1rZZ8fopeVlcl1110n11133ZDXOI4j3/jGN+Qb3/jGvn48IYQQQl4lnLsJIYSQAwvO3YQQQsj+5UDybieEEEIIIYQQQgghhBBC9is8RCeEEEIIIYQQQgghhBBChoCH6IQQQgghhBBCCCGEEELIEOxzTfT9SawnIzFvaAMbY8apDPNiPSiW73Sj0L2IiJNGsf9CtTJZLIswZVFGW84gCuo7yuzOKUQYNVSjuYGrjEYTG3eYe4IKNLzwK4Y3jHHXNZnPnIloxCCqeLX54c4PhzcRCoqw3KPMSb1BJfivyrBQFGEQqL3+spg3bQobV4aRIiKFKjRm9IvxnuQ2NKMREXGSaLaqjVJjXWiAkq/FZ4hYs1VPtYkoc0dtgqaNRYOYMhbNRJhIqrz7xRgbs1KxhqzeIJqgOAG2zaDCGn5qg0ttJOr227oRZQqqjUT9YjS33JmQMp5sxT7tq/4a1RbdTqxzJ1RjQPnIRkyxDjRF0XmP77BjjfiYlzCF5iTavFTEGirr+nV7lHFuhW2LbnM7ZmMcmnfkI8YR05e0Oaky+AzKrIlxoQLfz1VjgDbsFREJlaltqMxHA9Umogx6vTloepNXaToDtg/EO7Acc2PRtEibvuan1Jo03PG7zVj8QkbkKXPJW4bQcyINpv+lvIFN5/aJWeNIP4mIMgPUxtL6Em0a6to0zGc6zdHUs75kJNNQERFt2K3rN+J9dTom1Ugz0hFQzxnRrHRfoctkND+JeQP3ATIC+8pEdG/Mg/fFc/Ul+6KfjKYPsM3vU7qeqhcvuXNNGDEdyHNP4frKr8R13I4ncY9Zv8pW0Itzp0N8wuloALlpqjVvbPBw/Vy8DRtDbzmufZ2MbSxXv+2vED/aPRPixb+wJoNtczCeNX8jfq9eb+JfbaFtPqsK4v/MXgxxUBKxT1Gmel05XGMXxuDaN7kB19siIs8+Ost8tielszvNZ44yxUx14Bq8vxzXwmWP27V/xxzstzMPQfPO9l9PNPf0TsL6KxRhGrEHKyCuOhfNH0VElj08DeIXqtEY16mx5ayNRLt7cC/XWIdlVLLFnlUM1mOdV9TjHrNvwO6xFm9Ho80nV06FODWIafYcbPfQTi/WzTObsFydtXavXpTBdLWR6JiZreaeyhSeedz3z/mY5kH4vhtb0JhSRKR6KT63s4B9omZem7knrvp82yM4tgzOwbFn+d04NomIrBnAzwbGYLuqmGn7QNtj+JywFvNRuRzfpWuOHePGPoLP2VqD7ebDxz1i7vn1IydDrLauUqyMVTsb7Vgz4Ug0dV2/Gs1JB1enzT2rSusgzqtjhOwsrP/EWtvnN35gAsSHlaPJ7faC3TPftvBoiD/03oUQ37QGzaMvPPl5k8YT7VN2/f9Cf1bkPnPJa4K/RCeEEEIIIYQQQgghhBBChoCH6IQQQgghhBBCCCGEEELIEPAQnRBCCCGEEEIIIYQQQggZggNaE71QnhKJDa1PHCbwbwRaHzk7BnVt44mRi8NTGrta+1dExOtFrfWwGLXItD50lMZyagPqP4UJ1DoOqlCneWfCSpu7pRu/V2mE4+pNEn6R0shWutRaZ1zE6gFr/eB8ldXdMmh5U1V3UVrsXj/qXWWrsRwDrXUcWk1pfY3Wg8zXoB6aiC0TnfdsDepBxXuxfEREClrfWunG6jIVsdqz8W1Yv/mGND6j0pa71tb3+lBHLfSsnpuv8qprIigZvn2LiDgD2WGviarfUKUbJDBvsWUbzD1Sj7paQSmmoTXgk5tQD1xEJKjEcUF7C0S9n7epBa/RmqAe6vU5WavV7Vdinw5UXt0B2yZ02bvdSiO9GPOu+7eISDAJx4FA1YXxKxARvwTTiTf34nPTSnu+K0IDXo17uUp8l2RHhMZfQWkaKw14bwQfDBGRwFP3qL6m25mIiKuqK7kePSlyjajxF+/EOUBExOnbQzfOj/AAIEMzksbuaDTF9+YnA29UPd3RvIsus4gy1POdWc9oTfSYTSPw9Fw9Gh118xHgBDq29avHAlfPy1ozXSTihbX4+j4QhB5NW9TvMxpd9ZHyujd94I3avsne9fFRfD+i74EZN0aRj9Ggm6dur6pPOFEP3ps+wDa/T/EO7RaveOf6JghsHR3ZgFrUL92OutuXfPAeiH9x/9tMGqEaABcumQ1xrMyuhTcvQg3pYLza63ThWvDwY1ebNK677j0QZyvx/QYPs2v/MIZ53fwP1NkuqC3kthPsmrRkPO7lBgdxz1XfaHWZOxfhXqfp9kkQF5+IaRY8u/8t3Yrvl0EZaulqwr2QiMi4hXjPjsPw+6o0rvV7Guz5hjNVeUapQan1FFu/zqBal6uuftG5D0H8y2dPNGnEpqJ2c2Upxr0rVQFE0HAbluOWCyohjs/HvZCIiN+NZdD/Au4X8hV23Jp9KO5vV4VKl3om7sucDqt5X7oJyyzXhWcC+XL73HAa7iFn1ONZ1MCPsJ+JiKyfh206MxX3N++ftgTif/7K1k37wdhfDz5qHcSr2/D9RUTK/4x75gpXnVcV4/unOuz7dh6G5Th3BmqGL1sz3tzjTMf9XelirN+BsXh90QTrrdf6fzBvDeXYJ363DPXARUSmz0Yfw87fN0LsHYnvN34h1qWIyPpZ2Pb+7fjHIb7pjpPMPRua0IPCqcZyLl2EZ159E+wkG1bjJvrxF9H3Il6HfVFExG/G9nrbtadAPPPStRD/+lHUjBcRKVu7u5z9rN2Xv1b4S3RCCCGEEEIIIYQQQgghZAh4iE4IIYQQQgghhBBCCCGEDAEP0QkhhBBCCCGEEEIIIYSQITigNdHdvC9usFPPSOs2i4jEd6DGkBRQz0zr1kalEevBa9wupfc9Jm3uMbrSSu86V4X6SckWlU8RkTzqNBWU3nXoWS06b1Bp+1ahGJvW2YxKI0hh3pObUFfNr7Ia4Vq72U/i+8W7sQxz1aifJCISqLzovGUr7N97nCrMq9ZZdZWUcxizzT3ei20iNoA36fJ4OWWIdLnH+5S+aSFCHyqJeckXY6z1XqPIjUf9Nq0jH++O0JTO4PuFcXw/Nxuhu12k8qY0wb0O1MAr1FodvViXem4MnxukrFZ3rKUL7xmD2nNShzpdIiLSrrQDy1GczFPvH5TZthgqb4RYK+qZ+dW2D+Rmo25aQunVi9LrDcqtXr0ef+LtSjcwQs/cyalyTdoxbCRcVSYF1T/jHVZHLK+01nNjsc5jvah/Njjd6tnp8SimPA78pO17ofIw0BqofiXmPUpbWGs2x1Q/cXNWA177OsTzo/B50OzpSaH1m99qODK8nu+r1aaOun40GtEj3fMm0tM1Wsgysga69gzRc8zOa/AeX12jvxcZhSa60jP38rYu3ZzyR1C+Ba4bUf9ai9xK3L52Igtatyut5TzC9SKm7UXqpo/Em7h9v+kZzZjoDL+OFonQPNea6LptRvRVk4bOxijar+mLur9G+CCYPjCCt4CIsM3vYwa2lYpbtHP9N+egzeb75X9FDfRUD5b//9xxBsRTjkQNYhGRTU/jejr9Aq7Jw3er9bWItKdQEzosxcH9twv+F+JLb/u4SaNGSQjHzkPvm9nlVpv8+bUT8YMTURM7P4D5isftpHPGhJUQP/IT1ENuPdTqintTUEO4Yj6WSeamBoh3HGOf66v9baoV+8/MWajBLCKyqRb3nTVluE8ZzOE+Jdtg19PlT+AeqrOzBC84LmJiVh9pve//DRdAnOyw+4csSkjL/5m3COJfNGMaIiJ9qv763on7odOnorb+wgcPNWmU7lDa8zXYJ0q22kF20yTc72Y6sQ1UPY99ou9Ue46UWIzlmi/FfCTHW/324ntQZ7z1PKyr3Gx7jlK1Eiun/RBcjP1j40GY18l20HUasFzX/ENpZp/QYe654KsPQPy7m9BfwVMy293T7XNPPXgFxI89MA8vGGPPRNxW3Gfr+tTEIhZr/masmzPOeB7iPz1ntckrJ2yBuPUdOB5l7h0DcfxLqGcvIuINYDu66U58TtTaPFmMZZDtwT4+eBS2PSdiDTxNaetveAY7Y3yjPd+YcSb6AqztVn4T4fA+CSIimerdHwaZvVk0Dw9/iU4IIYQQQgghhBBCCCGEDAEP0QkhhBBCCCGEEEIIIYSQIeAhOiGEEEIIIYQQQgghhBAyBAe0JrrX3iOeu1OvKoxXmu/ztag55ORRD8lVsROhUxvG8O8MflrpIUdJ7Kg/TWhN7KK1qA2UG5s2ScQHUbco1o3iTpH6yFpHtBP1roJSTNNxI/RN1fuae/JWqyxMYTPysnhNoQw1xQrF9rmFJH6WL0ZNpUJJlLYjxo7KWmxQV459rtZ/9LSueJ/Vc9PJ+Pr9+5U2fZHtZlpHXcdaN1/E6qQnW1CLPFBa3kHKPteUgNKQDDyrqa3br9ZA133C6FRKhAZ6MT5Ha7OLiARlqv+qfITF2K5ERLITJkGsdba9AdRqc9tR71xExB9bPexzdH1Hka9HjXA3q/KhvBVERJwyrHNdRn6J7fNej3qfAUxXj2lRWqVa7zu5HceNQoXVjdea57lKpUdZgbEbofGv9RgLxUqfP0IHWbeBWA47fb4cn6s18EVEJBhBNzYW8bdlrbWqPCviHVjukePztpY9Hpoz37+VCB3Hau/uyXDfjZY3k4b0aH7uoNvoCNrHUZ+NpIFeKIqYu9Vn+SKlkW6nMgliw9evp/TOY4P2mtigGgu0tnPeVo4eUxytw6zbyF40w9FI8Ztx2Nd60FE3qczosT0qs/o5Oo2R2vdQedkPjKS7vc94vX5KNFJ/VURJ7Rs981H0eT3uao8Q408UMR9G5mUPosZaPXe7qs1bH6AI3VydD/19lI462aeMfSiUWHxnOS9LjTPf15/eCnFrG66FnTZc167fZr2NXLUd6JylLuiJ8KRRjcPrxHX6Z/773yGe/b6NJolN25Xm7rO1ED8/0fo9SRYz6zyMZxFuPbbJXMq20aVVWI794/FlirfbDtdfiu/X8ixqoCfq8B63xGo7h/3Yt/sbMW8dg7acsy34Wccy1NCuWIP9tipi7z6AVlWSq8RrqhbZ/WCf0jPPVmFe65/ENJR88s5rFmKZ3Xrfafj9B62GdFsX7m/H3YTt9+lJh0EcTLHjVi6NsV+K1/Rbmy1xenDfVfMU5r39cPWcjN2XFtRaLDsFdcdnVFmN/3VTsT4D1deCSXZP9b8f/TnEn1v9HoibV6AnVi3Kf4uISMe5WJ8D4/D9zhu/1tzTmsO8HnIO6ps/swn9Ckqfte15XQ+OP7kafL/5M1CXW0Rk0dOo116xBr+PZdW77EibNMpPaYf4zh+hNnnhYDtOvPhPHAgrT26GeLsqs/J77NhamIrXVB+MbX7HFnuWWtiBbbH+aWxXA+/G/WzvdqwXEZHWEmzkgWquheII3yO1kEh24fdr758CcTjJ7qsb7tmdRiHvy3pzxWuDv0QnhBBCCCGEEEIIIYQQQoaAh+iEEEIIIYQQQgghhBBCyBDwEJ0QQgghhBBCCCGEEEIIGQIeohNCCCGEEEIIIYQQQgghQ3BAG4v6leXieDuN5ApRpnuD2lQQjTXcZhT2D6aOsc9Q5n7aINCNMNqMMt/ckzCJeY00YkzhNaEyjYwyIcqlMa/aIlKbDkUZFWoKlWgo4Gbtu2kjTb8cn6wNT6MM5QbqlTkZekpKocSWUaBe0FE+G7F+Z9hYRCTRg+mmuvB7v8gabZZsQRPBTC06p2WrVZvJ2bx7WWWSqcyd3FyEm5f2FTOGrVif2uBVRMTXhofKWMwtRJix9aFZQ1ikDD2VEZXbi+YlIiJBJZpKaGMqdyDC9CapDHtUvwqSdvhKNvfjB8oUK1etTDQz9rlODvu4NonUJpI78zp8X9LmlYUa6yTjJ62ZDuQrypyzVBm0qjT0uBjvsHWjxzRtyBxlLKfNxnQfLxQN/y4iIn5SG6upZ0QkEbojTFnaKDiiXfmqnxSUGWm8w7oY6vrLj0GDKW8AyzBqDvBn7Ta58QsZkWfNJW8ZQs+V0Hu5DUWZ1Km5am+M7ESZRhqPxQgj8UhzxuESeQMZMWp0mUUZNeq5WBt++sbw275wtgLvyaVVXB41dytTTGX2GxvAOG79nyXRrR3cRzYj1deMZEQYtVYxbXEkt0P7WPNcPba7EW3TmI/qxhfhaKrN1kflevpmYm9+JrQvDE1HkcZIY5ohsi0ObySq15UiIoGau/2ENhPWZsMRaWgzbkVUv/Lyap2ozNc8teZ1IzzBJa/NdBWjad5vFLPoA5T2OTHxXl57z5tubdpeWjwJ4vQKrKUxdzdBvPyLaIgpIhKf3AdxfiuuSZ3t1q06qeYDvX7U5o6dGdzbiohkarBt+A1ZiGMx2zi+ffwtEH8x+D94gWpf06ZvN2kUArxowimbIF69fLy5p/pJXMdqM9Ixj+JeqGebfd9TP/cExLetn4f3PIfGqiIiKdUvE90YZ6rxXbrn2I4cr8ByDTfhvsy7wBp8TroG63zrF7Eupp6C7eqJtWg6KCLi5TANbXpedJt93+ISvSbCSbV7Lr5fos1uXHLjcA8dV4WY77PnDEXLsb4G0ZtTwhTmo3SZ7RN9x+JetbQYy33VGuXwKiJSj3l1OjFvJeOwb4qIfOBv/wFxUIT96Etn3Q7xj3ZcaNLwW/B9E+Ow/d5x/3x7zxjVjgrY9mKqnP0TVWMVkVPqV0P8zxy+77rOanNP7ZwdEDdXohnnOfNehPiBfx5h0sitUwbEp6sFa6utTz3hdTyKY6dXpubUQTshlmzBMurtwjZf1msfO3AktqPeRuyvmV7Ma90Ttg/sOKYC4iOPxXJ/8b6Z5p7aJLa1+ouXQLxw9QyIdVsVEen5yO469weyIneZS14T/CU6IYQQQgghhBBCCCGEEDIEPEQnhBBCCCGEEEIIIYQQQoaAh+iEEEIIIYQQQgghhBBCyBAc0JroQVFMgthOXTCtySsikqtAfRwvha/rj5sAcarFimjmqlDrR+uoRuoYh1oTG7WrvB7UcXLzVmfNL0Wd3lg3ahlrPWwRqwGvdYvdfnyu41vd3jCO76M14SN1VYuwXLNppTmcwnxkKm0aBZRYksEGLJNUhA5XTSnqNPVlsEx6e1BjK9Zky0xrnjpKmy7Ra+smW4XpaM3IRDfWQ6HYthE/NbymdLbSamyH6k9eXhbLXWsAxpSW+c4PVZtQbTNIRLRndU9BaaJrXwC/UlWmiLgvrsMPZkzC7zM2r0FKaesrrXLR+u4i4gRYXzqvcdX3wgjNe91vvF68R3IROupKWz1fVwZxrEf13xLbFuOqjwfaByFCE1WPR1oXP9GCunJOhCZuVunV63YTFNlpYrBWjwv4vZfH5/TX23al9Zc9pZEaRMjMa51jN69085UWa7bOtsWE0oXX468ee0WsF4Q3iPXt9KmMefZ9nT3G1pG0mN/shDF3Vz/TevMiEVrUI+kHR+lQG91pNZY7Eb8h0PcMb28SrTG9PzR2ozSXR9BHjtRU9rT+sRrrU0rfvMymkanGzzJjsNCS9dZDorYMx6VcAceY9g4ckwrbbZ/U76s9UaJEpz0to+4P3870GLXzM/UYvYYYRVt0tQa6Gi/DvH2uXSeqOKqtag34V6v5L2Lb80h94vVkX2igj6BnPiot84i+ZtN5laLoo/GOUO1V65+LWJ+DQtHwvgcFK6VsdNM1uj2L2Lk7PqDar86qtW8R1/RxPaZH+ALsTZsnQ5KrDMRN7Sz3F1dMMN9PnN0M8WZB3d5pH8Cxf+z1to0Gl+KcscPH+aB+Xou5pzSO69aNbVUQ+y9iGttb0iaNmrmoxd39Qg3EiblWU/nnmxZA7Jbj2rDoRexAm3dYffN8Bbbj6imdeEHEGmKwDtt1/XHbIN40G317KkrRA05E5N6fHQ+xtpnqPdHO3dlBvGjcb3Bftu5inKvLVtv9Q+4YHAwKjdjZd2xLm3v8QzGdfB7b0farpkKcnmH3dmVbMK8lK1Hbuukc64vXNxknvHwZru3LG7Cu0nfg3k9EpO0gtWcuYJyfFbH/Vfuf/CxVFz34foX5Vsx64i/wmvXvRW+B1Da7ycqMw/abVBrvRZPt/jefxbZYOxfL9bvPnQlx2BBx9lSsPnsRyzGi+YpsxvO5+NvxuX1Pod73wDQ7qfzh7pMh1jrriZR9384BLNe5U1CP//HfoAZ62YCdY+LHtmJe78FxMm9t0+S9Fy+E+IaXjoF45lewLS7/Go5fIiJuN9b55Fux7W39hH1fbYuS7ML3GejHNNvOtOVcugjHwcU9qGcem2eNjx7fPBnifBO23/J1yvPOdj3pq9ndRgI7nL1m+Et0QgghhBBCCCGEEEIIIWQIeIhOCCGEEEIIIYQQQgghhAwBD9EJIYQQQgghhBBCCCGEkCE4oDXRJQh3aZjmS+2raA3JXHr41x0cY/Vz432ooZVLK531rBUrM5qJjtLHVXrmYcL+LcMbUPrmSqvc6DSLSKA0341m6CDe45dV2DSU/rGn9JEz9RFl1GM1lPZE66rmS61G4WA9lmPllA6I3zFxqbnnyOINEHf5mLdb2w6D+FlnokkjF6CmVkLJimm9cxGRTDWWUSyj9KHqsY34EfqRvpJ41XquhaIoTVR8TkrpUhWSqr59K2aZ6ML69EtQyypKp9NVWvtGYlJpSho9YxEJlQZ6aLR3I3TUtdZ6Bb6Pk7W6aoHSGtf65o7yBQhSVhPO24CajsGEOozTUSKhWAYx1T+1BnqUNnmhbPhr9JggIpKpwfab2oFag7k61BDTvgk7H4RhVqUZVZ+6vebKsJz7y5WWsh1qJF+uykCl6WXtc+PKGiF0cVws3oFtQrchEbGat0or29Pa+yISKP19rc8fFivNww6rT7hnCbm+Hb/fSvhJV5yX+6bW4Rax2r7a70HjRDRrqzvtqO8jhEYLul/iNSNqpItYjd39oZE+CqK0nHXf1hrpfnLkuTtbo+buiajLeP6El8w9J5Sugrhdad7euuNwiJ92Jpk0clkcp7xB5bGQG1lzWksoaw300czdWiM98jlKe91T3V+vIWIZ20i0dUCEy0TEk1XjUx4aRkI6Sqf7jaoZPZqfAI1Gd1zriutbdB+J9CN49c8dlbb6SGhPAyX670fsLbQGup67s2k1d6O08s40ilWb0G0zY18uoeSkg64RKjCiORufi0A9J6pQI/yyyN5TvdQR7+Vxsescq33bcc9YiONH4aJt0eZGiP2z7ORdfm89xHMuXA/xhg7UOxcRmVqBeubxepysV/rY3o6csMWk8fwG1HgPy1TbWW4XspvG4zyk+0JxC6bRNseu/WZNwD3H2idxr/qld9xm7rnuDxdCvLkZy2RsXRfEfkTfaD9Z+TApvfNU3C54ip7DvdrGc3FtXLYWn9Mzz+p9T6vGvG27H9tEttp2/qn/thrixY+gpvKG84f3HRER6Z6BbaAxRM3ogaOtaHI4gGVS/yzmbfyZ2yF++oS0SSO9CvPSOVft5cuj9gPqrMnD5wZZfJeipC3n9e/CvWpxJerIl43tMvfkO1FYOnEY9t+2ZjshxKdguU0ux/ObtqW4h3YmYj5ERMbciP1o89txXEgdYTWz+wdwMeY9jRromYlYJk6P3e8XzeyC2FfjhL/Mvu8n33kPxL+54SyI42ehgHvncjtepQbxfadeiL5xa9qsnvlvHlgAsfbJ2/jecRAXKSs6ERHnMJyIN5+F75fvtivLcY34Pk2HYt4rF2MfCWJ2URwbVHO3Go8KPbac83PxPKOoRZ0zjMU0q1+K6PPu7vHKz+77343zl+iEEEIIIYQQQgghhBBCyBDwEJ0QQgghhBBCCCGEEEIIGQIeohNCCCGEEEIIIYQQQgghQ8BDdEIIIYQQQgghhBBCCCFkCA5oY9Eg6UkQ2ymCny+xfw/QhmXaEEiL8nt5K0ofxJShnDK2SXRaUxRPmRc6AxgXalFA3334BZOGzJ+HeVXGopHmRopA3eOUoyGIfhcRkUAZMXouxtqYUkQkX44GGMZkyeQr4rNSNDA5tHYbxB+vfN7cU+OVqE+wnF0H71nTYY0aulvRmCJfiu8bsz4j5v0K2mhMmZFmK2yBaLMmP6XN6GzdxPq14RPGyU68J4gwRctVKrOSQSx3YzQm1gQ0X4YVGFPGW1HtyutCc5JwAA0jgrFoCCISYZSrnuMN2MrJN6ApSrypCy9Iqvfvt+25MA2NkdyMMpGM2XL1lLluthb7mpdRBj2jMBf0k8rgI+KeeK96bnXKXrRnEomE+SzRpcxWY3hNVDvSHkW6LQ42YBvIj7PlXFSGpkYxZZyjTWNERIJNaJSjzUdzGTV+Ddq8Z6uU+awyZxvJKFlExMurcT+hzFjL9dgkIrk90vVH41D55qVQ7Im8PD/5yQjzO2VoOZJ5Y9Tc7WWVWaM2nrSeaOLpTqYbuja2G2myE3ndjBlHs0bQa6BQlbMx2rRdUoJy7At67v73qmfNPXVm7kazI09w7l7fXW3SaFNzt68MzP2Ivq/Rxqq+Gj6jjFTzKut+kTLWjnisHqdiyldLG5qHvSP/vkXP1V7EvKvbq55DRd/yRjURFdknRqJRJtnGOHSEOOoZeg4Z1bCg0okyG3+1aei1Z9TcrU3r9dydqcV85BrsfFhahWsvVzXG3m5rvu5v18bpyug576o4Yn+izKEdXTfaaHTng4YLLVHt7K09XQNlmzLyim9ca79dT/pjcA4tewRNowfrlQFkxNxeUOPwqmY0Jqy8HdfXIiLrcrMhjg8oI8b/g5XYd1napBF8WbXBalwb5+J286pb3Bhl6Nk6C01Sw0H7woemt0K8Oo7Got+783xzT/JwnDPDLuxz21dimQVJu4EoasK8DI7Huby2HPdtIiJbD8UyqHgGK0uv1cbca9933XFogBg/FJ9T9Cy2GRGRzT2VECc7seTHPIn12z3JPrd/PLa97cfiNc4me8/YF/CezWdj3P63ORBXtdgBZsdRquy1EbNn6yarzJu/dPC9EP+64jiIezN2cVa9CPeQyR7cH287w47TDePQGL6+GOtm9fNYDyIi57wD12v3/vZYiGPqlnCVrd+Oy7og9taiiW99mVokicjGxWjYeczbX4T4oZdmYj767ODe24xlUjUO89Fjhzj535vQSLToZDQ1LlMmr5VHNpk0um7GPrDkcFUmCdsmxj+KbaLpFPx+YDLO1cfPXWPSePFmbK8Ds7DP/+SU35t7vvSLyyAuVmWSTWNcvtHmveNCXDN88qCHIf7x0gXmnvJidZbahWPNYB2WR/dUW7/enkdNUf69rxH+Ep0QQgghhBBCCCGEEEIIGQIeohNCCCGEEEIIIYQQQgghQ8BDdEIIIYQQQgghhBBCCCFkCA5oTfTB2oTE4jvFeQar7d8D8kp3OlASw56S+nPzVk8v0YWaO/EBpReYjhBMqsLPitejVpebU3q6h801SThZzFzoKU30uH1fv1hpVfcqjfBO1Lby61BzSkQk3oFCsb7SO3cKVu8r1OWaUVq0Su/b6EeKiJPEMiqJYd6t/vnIjIuhtpfWqRIR6dKy06pH+BHV66rq07qp2bTSh663+lB+Bb5vUeWguUaTGVT6/M2oD6U1YbUngIhIUYeqm37MR6FEFYiIBDHUWkttVzp5WiM0QtszKFPaa0qfXyLaRKwNNdAKtahdFhRbDTivB+s4PyY9bN68jPU00BroWpvdHbT35CuxLrTOuF+CdWf0ziXCw0G3Tc8O115Oa+0pPVeVRqrVCkHnKpVGuNYJTkSMrUpXNa/k3HI1WEaTxqFmnIjIgjrUa0u5OOY92j7N3LM8h3r12UHMu/YNSBTZcnZVmcX7Ma+RbaJXjYvV+MJOHvtRUG616b32PdIdhV71m5l8iSvBy+0qVxahO12m2+Dw6cUyEXN3j553RtYc1nq5rq+Fp7EvOIVRmBscwGh9b62hLiLixJQGbhz7itU/H5mGWBfEqZjtk3psM/rutusbzWit8Z5T/iWZKttmCrU4ThVV4PtG6ZsO9OODcm0YB6068yYJcXyl16vWYk7BVo5pvzrdV6sXfYBh9MwjNNFD1af1PWZejvBECfT6ZW9+nqSncu2/MIq60Wtr3d5FrN/ESHP3lImtJo2TatdCrOfuxzummnteDFADNqc8T+JqWRkMjEJ7XpfzW3ta3S+0Hl4kXnLn+iZZanWKp01B/d8VMdT3rn8Kr99xWMTaX22HMttxv9Ax195z8InYJtv+72SIExtwTbbmI3b/kNyCca4aO2Ws0orqXnrQkxD/8vkTIG5Yih235Vib97/cdzzEVXNxvdy+ynqCNFRg2XffhQceFetxL7ThQ3YAqTwBnxM+1QBxcxr3XCIiThsuxo69ZBHED2/Gvt+8zepfuzksg9oK7PzN9XbNMLgMfbPcSnyfLafjYHDaMUtMGk/cegjEA1OxjNKL7UJz+wnYBhrvwedmP4HjY1tXxPtux7aXXonvf9YJS809HY1YBtf/f++EOKeOb6LWZtnJmNeOcrX/LbJmD30PooZ/6m04HwyOtx4Ztyw6AuL571kFcU8O33/VOtzHiYgUlAa6jMNBYM2SRnNP47Hov7PoJvQSjI3VewCThDhZLLiOZsyHF7f9JtmF9de5EUXf8409EFf/3LbnznOxXTmqT8TS9ryqexK2rbja4+SKsT6fXYg+ESIihYnD71m+8KvLzGfhMfg+g53Km6wbC3aw3zbGXCe2gR8+cibEqZaI842tOO53LsC1dtCjzsQOtfORPLVHff4L1gf8JTohhBBCCCGEEEIIIYQQMgQ8RCeEEEIIIYQQQgghhBBChoCH6IQQQgghhBBCCCGEEELIEBzQmujZtCOFxE6Rm2yV/T5Tj/pAYYnSf9L6p722OFIp/DtDyXb8PpaN0PdW8p0Dk9IQJ7pQ68hopItIKMNroDu+1TUKtFajusSvQa2nIGHfN4zhc7wBzJvWSBUR8TKY13wpxn4Cb3IiJJnCAczL5n6s0EeslLOcpGSHO/0BiB/rR/2ztj6rS+Wq+osNqAuiNJTUZ1oTPVOtGtYYq6M3f+JmiN9e8yLEccdqlT3dOwXiB0unQzy4HjXxvIz9G1miV+m5VWK5p9qt3lmsD9trqNpNEMf61priIiKh1gBXep9aM1xEREpRny7Wj3kLimz7dXNYbrFO1FXzK7DRuN26wkUGpqP+YKoV0zA6qyLi5rFRF8qG9xIYrLXv6+aVfpvR+I3QCHW1MDCGMeVP0DdRadGL1dbV+TC66yIyWIXPDZSUoFeKbWBeJWrXiYicWYZtvljpqvb6Vld8YzmOC7kUPljnw4yJIuL4+JnRuI/Q9M+Nwb6l24CnNLnjm3aYNArjdrcrvxAhzvcWIlvhiveyJnqmNuL7GjX+lal5KFB12G3HAn+H0jJWTUG3AxERt6DnWaVLHKg1RcT8MKJ2cdRPF+xw/5pxVDsOIyYzk1cV67la+4GIiISDWPZre7FCH0jbtn6a0uLsDnCMfWLgIIjb+yPGLaUh6eoyjKibQA27hWLlZ6J0VsMJ1qvkaDV3L6hE/c8yzy5WFvWhLvD9W2ZC3Ce4NnNztpF4ahmh155Rnj6i23gwQuMclVfDfhJOH+knPlF51Z+pcVrrn4tYjXNfrbUD5QniJ20aWntce+tEovcfah721Dys9xUiVjfdaKJHrRlU3kaau2dXtJg0Rpq7B3SiIrKmFMeFIKnmbpWvKI3ft7qXyBuBXLmI9/LSzHvBamYva0S93GQ3VmTbwdhmg7F2vBwIce1XuUyN0xW2Haxpx/Y17yr03Nn8Ao65XoRub0FZNznluPcp9Nl1+9ElqMX+y/xJEDcrTe1kjZ1TxlSi5vDWF1AzOtFn33f9GtQvl/nYbzsPwryeMuMlk8bD63APOfGErRD7gS2jvvtxH/1o8+EQFyrUOBaxtQtieM3AbajDHRxk9xzVz2Ne2o9Q5VqHe7mHHj7YpOGPwUXCe494BuKbCseYe4o34cDUM0Gl+UAdxMEEm/fSbZj33tNRA/5vt5xo7kl0Y5ytwTg3GfuN1qoXEfHGYFsrSeE4/eEZT5h7+uZh3/v9iqMgnjjZ7m22tqUhXvLQDIirjkDd+Krn7AT5z698H+KT/nglxFHTweYV2Ae8MdiuGp7GupjxhWUmjSf/ge3Ey+OTcuV2vdM9HxdjE8a2Q7xpE45F869ZYdLIdGKbb1uC7ahsoT2v6joR69NrUntktW70p9ixJuhRZxNqjZiN8AE6bcI6iB/IzsI041jOfqv1m3BLsO2VLsLBVo+9IiIT/g3H1jPKcC1y1+Y5EBfdlDZp9Fy0uyOFA/Ys7rXCX6ITQgghhBBCCCGEEEIIIUPAQ3RCCCGEEEIIIYQQQgghZAh4iE4IIYQQQgghhBBCCCGEDMGBrYle4YiX3KnnMzjWCgbWTOiCeHZ1M8Q9ORThWd9phdUHfNSqdJRGWHzA/h0i2YfaP7FB1OHyi7HYY91Wt8gvRU2hIIG6olofU0QktbED7ymzOqKQxqDVv5ZAaTuXW11ic0uE7vCexAYxzUSX1UjNleNnSzeMh/g6523mnruVPlJXAd930Q5Mo7/Dii4Vd42gsRgh/6m1GwuqiAoVWN8zGqyG2OfH3Q3xUckI4TjFu0ux/X5VCdT+feBQzEevfd9CSumoqm6jtb1FrE6+r7TIHa0HXmH1sLQ+r9eDWoOJJiUAJyJOHjNXqEVdaqdg85pXz477w+u3ZiZWms/ivfjcTC2WoxuRpqt0wwOlq5qpwzLLldh2FyjvAK3XG9UWvZyKM8PrqmuNdBERLb/vKw1YXXciIkoC1cS+8knoyFl9t415FPkr83Ac7Mrb8SszqHTyI3RigYjuretX69e7WStQnWjpxXsqMW9uFtP0G2y7cjO7C8n1R8r4m5tcuYj3clfNNNiyqJ3QCfGsKhzrCwG2r5d2KH1QEel3cO72stiuY4N27o4NKn8A7X8wguayiNh+GtF/Xg+itNq1prLRZc5hHO+37xvvwLpY2YR18aNRzN39Po7beu7uayk1aRT1qrlMjYXaE0YkQhNdzd35NPb9mRFz9xVj7oP4mNTI/gbvUGY6vvr9yj/65mG+Ou3c7aNsrll3RXl1hKq9HtCK0rrvRehja48CXSZa/1zEaqD7qj4Lxfh9Xs/LEZ8ZSfAo+XY17Om5WY9FXtZ2YE/Nu7q+IxnBByEoYBo9Bbuea/VRCzsVYEY6I+ZuX/tNqP4Z5ZVE3oB4oYTezkaTqbNtMtWKa109v8/8X9SuXvUR21aKO7ANTvvQSog3/AL1zUVE8nenIV6cxjXY5NNR77vzlnEmjc4jsR1PrMd1yObt9ozgMz/9GH4wV01Eqj8Vtti1cPNL2J/iB+NgP9ht9+E19XhNVvns+E/j+z95h9UIP+bs5RBvu3oaxM6Vdv6bcSnWxbOPoz5yoRLr+0cLbjRpfP26D0E8cAqur8OIvXo2rca2UqyrTDveU9pmx8KKU/F9/nrn8XhBtV37D87Ew5Z50zdAvKoNtaydHpv3vMpbIoFlVL7KPrd7CtZn+ZGY98EcLmbmTt1o0oipQfXxl1AD/5fPvt3cE8eqkNgC3JtHecv9YP4tEH+2/f3mmj351Gf+aj47f+llEF914V8gvrl5vrlnzaOTIE61Y51vPQfLNd9h9wm5KqWbfjh63qzejvUrIuK0YH/c0onpxpRfz8OPo8ePiIijx4UabM/xl+zxbMli5TfRgeNvcRtev/VUO27MuKkf4u0n4NjTN9m2xed+dSjE4Uy1LxiHY3qu3OrzVz6Cecmcje0qO2jv2fAnbK+rTsO6GGjBtti1wC4i3E273y/IjHzO9mrhL9EJIYQQQgghhBBCCCGEkCHgITohhBBCCCGEEEIIIYQQMgQ8RCeEEEIIIYQQQgghhBBChoCH6IQQQgghhBBCCCGEEELIEBzQxqJ+UkRe9ryJV2XM98c2oAHEBZWLIG730azqFu9Ik8azHShcH7ah+H22wppXeFk0hNCGXt4gmkrk6q1pVnINGm/5tWmI3T5rRuoU0BCgkEZDIG0AGWU05nVjOWrjsdCLMGPL4HO1mZOfVIZuEeaG2hAiK1jOL2Qmm3uWlKD5WJBT5qtd2LxTvTbvCeVnqfOmjdVERPLKFFKblUkKy2NquXJ7kNEZiWqSDt5zRMlGiO8qmgNxwbWmEr42Fu3CNhFlvBXGsFy1iaY284r1WtdbvwjzHiozL4nboSgoVua6SbwmsdGa3gQJNKt08tokA/ORaLfjhq9MMXT7jvVZQ95CKaabrcAy08ZjOW2SIyKZGmxrflKZZET8ydPNYDqJbhX3qOd0WeONkcxmIw2/tL+iNqjtwbpa0jLWJJHx8ZqyOLabZe3WBCbowrqJK3PBeB+WoR6/REQKxVg3tn61Q6GIXza8wbK3rR3isMya70C+/AhT57cQfioUSe2sm3jajhfH1G+E+Nz0YogHQm12Z02HnuxEw7LCDjWeRKx+Qv2ZNirU3oY2CYs2+9sXRqNRaejn6LbvRpgKq2scZSwaU2aGun+JiKSUgVdGsK+82DvB3PNSsRoPApV3NX6k2q15p567tamya/2RjOGjqW815k4rs3P3aIxENcUuPnh+Ka5N7y9Go7xc0o43oXqsMc0cTWMcyRh3BCPuNzp6farLKIhYvwZqfaqNRPUaP1tpCzpXgeVWKNEG3xGmoBl8TrxnpLk8om6U+aij6i9qja/n6pjaSmTVHPtCM66zRUQyPq53tIHdqo5ac0++E8ff4gFtDKxNjk0Sdj7Xa5MDu/keEJRtEPFebiK9Z/eb7zNJNL+rbURzzo6DcI1e87R9RrcyrltyL5pXVr2/2dzTthJN54IkTgCbFuOcM+vijSaN0msbId58ej3E5avt2O+oeeYTRz8I8aPtaI7XPmiNVDsfx7VuIa/WqEW2M7RtSUOcrMaOXHkSniF09Ng16eZeNB/t/xSalfYssuv2rY14T8Uq/D7VhePaFyreZdIoUv00vw3zVrHejtODtWotklJlouJchX3f7W3KbF5VpxNRzsXLcS5+qXwMxANNeH5TscK2kYwyTvUXpSHOltuBa3AMDm792/Cekmo0c3zmeWxnIiLjZ7ZCXFSFbSTfbhfBAxOwQZ86bhPES36JJugiIn+qPwriuGoDBR/L5Nu32TaRnot7qO+vOAPikr+W23tUM+mYi+VYtgznsv4V1iS06PguiNc9NhHieGHkhVUKsy4Z5T8c77dpTLtgDcTb+/H92g62eY1NxnbU24FtM9mi6jNin7DmAzj+XHLyQxA/2W7P2tYN4Bq+XPfP9dgHeqbaQ4P249Setx3zUbLWnol1HYb3lKp11Pj7sVy7pti+t+f5nJ/d978b5y/RCSGEEEIIIYQQQgghhJAh4CE6IYQQQgghhBBCCCGEEDIEPEQnhBBCCCGEEEIIIYQQQobggNZEDxOhBMmdGjmeZ7V/4kqsrMRBrdu8i3rIZTGrzerGld63ktyJDUZoHWaHF+YzOuNap1JE/Po0xIVy1BOMRekj92H+dbpxpfVbqNC6siKFatSz8/pRk8gvitCUjNCZ3JNED5ahl43Q3Xa8Ya8JWm1TzZfiZ56SMnZVHO+39aL1IN38yLqqeSW1ZrQbfaWh6du8+yFqRnnOq/97VpevNH8LmIYToeWlNTNdpYGbTVtdKq1VGR/AF461YyGGRTaNeLvSTnTV+wZWQyt0VP0OYIX6NahvJyLiZbHCHJWu0etX+uc7n4Pvp/XO82X2nkIJtt9cKb7fQIPSDa6z7xsbixp3k6q7IHYjBE63d6OOWn8rNs5gO5ah49s2kerCdBO9yluh2LZNTw2VMVW9yTa8Z9C3enbPdyhtSJU3J0K/LNmG5ZzoVh4Guv/mI8ZnpenvJ5Xmf8r2V69bDRRqDM9PQU3LeFOHScOvLtt9e0Q9vKVwRcKXq9f1bF8o8nDeKVdztafGT329iIijdYh1cxpFFYxKZ/qNgtI/dNQLRkqx6/lA9Rcvg+WciJym8EMvh8/Nd0f4XWgPDO0bo+ZuPb6IiMQHRujrEXVnxj/d9FTc79uxPh/i+Bh3Xr1Gup67fV/N3VE+FLr+9kZbf1/o8b9BiOyb+jNP+9dErLWVJnpOed5kqjAebHj1c3fSs1q7zb1lEHc24xwZbMd1h6N9A0TEVf1Xz8tR9a2viaPMqqRa1dolsHP3s0rPVJe702f7fKod0x3Jjyhq7taeDaNpz1G68GTv6Tl1QNzinX2gttwOzPk7UB93RxLX6ZXK7qHzKDt3TxyPXhRbXlKa4TeiVrmISFo1yc552ChjSoO/NtVn0lhxMrbR95zwFMQ3J6z3StFm7KeNcVz7LXthEsTHHrXSpDHxLNSNf2rRDHzGWJvX6on4WU0x1sXK51DbuWSrnbzzZ+I93Uo3vf45O9b58/C5YQ7PDNrnKj3353GcExHJKLlnbxDrJuoMpTAZ14BhCz43jOE96YOwTEVEKoowjU19KiNZO5fnlV55rhOfW9SC96TX2/a8aQ42zvQOTLPyfVvNPYeVYjt6bPMUiJ0nsF+F0+1zOxaifnuhUo2xuahFEl7z4Cpsi+Exdi7r3Yq+Gbqvlaew3IsOtZ4GLc9hH/cn454rNzPKf1Dt50txbZaci22gc6USKxcRX89lDfh+Vc/auaz+IdSabzsW25H2UdHnhiIi6/6GGvYVG/G5/ikR859av5bVY1/sDbGvla+yee85GBcAd//3SRD3/x81MYuIN1n1+SZ8Ts8M7YsYkXe1Jjh5/nKIH/Jnm3sqliovPTeNaX5sO8SpP1sftfaTd79vMGg98F4r/CU6IYQQQgghhBBCCCGEEDIEPEQnhBBCCCGEEEIIIYQQQoaAh+iEEEIIIYQQQgghhBBCyBAc0JrobsYR72VhxMFeq+/99I5JEJcqzfPuAmpbrexS+lgiEnajJqarZKeCmNVpypfg3yaSXUqDt0hpPWet8LZTwHtiPZh3P0J32tvWjnmtQ90irZFu9AVFxM3gC7q9mWFjEZGgDEXu4kqnMFuD5Zzotu+rNdAGa1BESmtZi4gUoWye0cjUuqJaL1lExFN634lu1KXKldsuklAakoVifLDbi/csbRtr0vhleSPEl1ZshDjp2Pp9KoPltrBjFsTZHuwDxVa6TOID9jP4vs/WTUzp4hdKMG9+GT43SFoBMDehdKdzSrs8F5FZ9Sc+J+8PG0fh67bZhtpeQakSaIzIi5/Ea6K0WPNKN7ygdFW1rp7WUBUROX/6ixB/sOpJiMscW0YPD6JO3k0VR0G8OsC252Vse9b9xFH6vPEBq4voKf1SL4/3uEqPPz5g/15baMexVedDj7Ui1teguE15CwxiHCRtZQXe8ONgrLnL3LOnnrmISKh8INwBzGx+TKVJw91zTD+gxLb3PTB399i5e3EHaix6Sqw6G2A7jpq7pQ/HKa0FbLwsRETZqNi+8Xrp6+ouuBc/f3D8CKFt5cXh5vULjyJdPc8qncp4b4QHipoidHfQdRM1d2vNZJ2PqLWZHlNMm1C6jcvarcbibypw7r6kfBPEUXP340pb/uEO1BnNdGMfKBqMyvvw76u9dkREnJE0oyPuecOgvYJ0HLEm1NfodWPo2Xv8BH6m5+6c0pFNNlp94vOmvgTxe9NPQ1wRMZnpufu3RcdCvLGAus+xQTt3x7SWsPYFiljji/a46VNlotpMLGMHGz9pvQLguTn7WbxPe6+ofKi5W3uXiIi4agzTbX7E9j4aovwIyC7yA3Fxw51jXKLGrsHTD2yGOP5eHNs6tqgxNaLKtj2PWs7SiPvO7vPs5F1ZhmvqsAnXYPF5uHF7fAP2PxGr5Xzz07ienjmjydzT9QjOB4/0zIQ4SGCD2thjdZm3ramFOL1czctLrS9BFz5WctswjeKzuiCOr0ibNJwb1D3vRT3klmPs2qzoIbXWUlXlp7BCC0pyWkQk3o/lPPVG1K5uOdGun8fcimNO53TlQ6XG6cElNg29DfHU69U9Zxtj57txvHcGcH4fHI9tcWuZHafTOD3IYB2+/+ancL0rItLciRU887x1EC+dh/k4ccZak8bqRqyrjm7UvM91ROx/U9in3TYs93hvxOKzCfOSmYN65m3/xPfrnWrHjYomLJO6Y/CAZ03HOHNPQe0zQ3Xo0fVSNT5jg0lC+sdh3icevwXi1b49v8mdjQ3n0un3QPzjR0+HONZjz0TqDmmBuGkl1lXFKlvOieew/jLVav5vxLFGHXGKiEjxGsx7Tp1NFJ6z/aaQxnQr1mM5hy62+dM/iF4SIiIPbZsG8YYerJvGu2xem05R830tLth712KZpS+0XmSx/t1tPCiMfGb0auEv0QkhhBBCCCGEEEIIIYSQIeAhOiGEEEIIIYQQQgghhBAyBDxEJ4QQQgghhBBCCCGEEEKGgIfohBBCCCGEEEIIIYQQQsgQHNDGovE+Ee9lv55CszVzagrRwOMvfYdBnMvh6/t9No2iZjQESPRo0x1rRFHUFuGqswfeAIryR5kqBso41PGVkV/G3uOPq4E4vr0Lv68qhTi24/9n773D7LrKe/93l3PO9DnTZ9R7sSTbktx7x8YmOBgIARJCCNzkQhIg7UducnPJzYWQm5uQhDRKCITeTDFxw71ItixLlq3eNSrT+8ype+/fH0Msfd93jUa2JWPh7+d59Dx+z9l77bVXX2uOv1/lkCkiSWX6pLGXtwZJcQbLsVyJZZYaw7yWq22z0+aqmWFl9lRp/96jTYVCbSqYUoafRYeDjfqo0KBMXx31qzwUzDUVvZjXvkzWpPGv0ZUQP9qMRmPVoW1D+0bRiOFAF8apHmwzIXp7iIgtM6fxlKLQiEYU6SHMmzbrcpk7BcqQNqrGND3Ptgm/oNpNPbpkpPrHzT1JGtPxtFGeQpukioj4KWWsOYLvW6y3plqJap6lahXXY/s+rx1NRURE3t/0OMRLUtXmGs38VA/Ee/Jocrc3i2NC1O0oZzWURMqMU5uXiYiUlZGqNgauQJ8gKTvaYjzN7KNNf0UcxoCqz+uxpuRoV4FqE74ae5K0bRNRFdZ5MIFtwh9FUysvtoY9J47pyevcWDQ9etwEr9xjy3uXoPnYoQE0u4ljZf43aMu7olfNQ8rITrdZETvPGrNGPbadijHj6TC7OxWmeY7ncgk1+Vd9Q09DjkeYtYkyFnUZfBqjcGMKrurB5Qc0TbFq400Ra2iaUlNIegDHtd7DWZPG5+VyiNc1LYS4MrBrpL0jOA7vOYaGbqk+7AMp610pYeHkc7euBxGxJonTNUVXG3q12u8ZIJnGaFTEzkORMpsr12IhLmtRjvYi8r7GJyC2c7c16NNz9/5WNIbr7MUxL+qxc1mshk49rbjMZgPVl7RZZ1DCRCKHGb2Zu9VjXKbNej4PldluoGJjciwiotu4Gb5Oof2exe35tUBD66gEVZMTw4F91tA79ddo/hb14aA7+2kcH5uvP2DS6HxkMcQ9DdjQCylr1Bf/CPe3wflYz8Wueohd69r8UtyneGqdsXOfctEUkeCN+L6Pf30NxKkLcZIZud+aVfvtmNexOfh99WHHHLoUJ4mVNx6A+MknzoG4fIvd709sRsPScg7XuVdfrhwxReSZLjS89B7Acao8S63Jhx3GxMp8tOmzXRB3/tCar8Yh1vnEPGxHTc/ovbtJQuoO4Icj83HdOLzA5jV8uhbiwlwcQMMxvCe7st+k0ZfFtpdR+7BSnR3rfuVNj0D8hfV4ZlDbivU/UrQukgPP4TqjdTXuOwfTdqDOHcV+dO0Vz0P86H3nmnuKLdqMVO3v1evNXYb1LSJyMMa+Ff8IO0Gq2bEfLGK/WLr6MMTbq9Ccu3bNiEljYD+W0e5Odc9uO++OVWK7+ex3b8YLZqszEt+OV+M/xnFg6VsOQLxveJ6558pffwbiHz+6FmIvwvLQfURERAIsx/xyrDuvx65Voiy2k4HlOE7oc9HugjVCHh7BNdHAcBbiphZbRotWKZPXXWjymt2O94zkrClq/dLjZqORXzDfv1L4S3RCCCGEEEIIIYQQQgghZAp4iE4IIYQQQgghhBBCCCGETAEP0QkhhBBCCCGEEEIIIYSQKTirNdErBhIJ0pNaPC6tw3ACdXvKVairpm/JjNo0MgOo9VOp4tS4FeuMQ/zbhNbcNddXWk1YrW+pdaf9nEMTvQa1jPzBYUyzAbWu4lqrI5sorbmoEpuIX7R6SZ7SVEwPYd4ipTsdjlmdJl1/fgnfP1Ow72v0H5VkVqjqJhy3z9V63+G4Eu9yyMimJvBBsdJv1zqckthuNprLQryuC3XXXH/e8seVxu8IPqeiT8X9VmetYkjpXyld1cDRruJQ6fNrvVod5xzt/eTS5E50v9A+AN6oFeuMZqKWnqf6XlyDbd6l3z5tvjK2UZSqdftVF6j6rHJo3i8MrabdS2VOBvX4gmD69qz1TdNKj9elm58exrpIlO5xegSfW6x3aLErjVTdTeLAMR4PqvapLomVnn3oaIuB0rgv16sxoGDrRrc9fwy11ZIarLu4wvG+ueONwo8corGvI9Ijx+duV6Msqrk70nOkapJV4zaNtJI/TI+eXJNXRMQv4mdGZ/pUhotXQ3PXNZ7qOeMU8uHUGj/Jg3xHmr7SYYwD5ZfgGHP03G19NabLlxj9Y5uG48Ee5k2PMVozXcSuzfon0Ivk4eosXuA7tPbzau4ewnxkBvT4adPQ/jt6/PQdmuhmbk50bG75+cbZFrVuuvpeaYjWpazY7tzQ+qS8VFpTOGCFofLqcLSr6XD1bzOmlXS7Up4ojl2iLjPTrk7huXpdoTXQXX42xrNC7T1ed+35Z8DozkbxKybX0UvWdprvdx1SmsINuE5v/lgvxJs7Z5k0KtuwfWWfx0aYRxljERHpvVA1OjWWe2VMszTb9uOkgDdVZPGa0gHcQ4uInLMYdZgHvzsX4om1OKCMLrfry0r1nJvm74D4ya755p5iD+oOr3tsBcSZhTie5DvVHlNE/FrsMHNa0MzooZ3o1SUiEqaxnMuLMa4+jGXYtNXuuw+9Dfvtun34fslMO4A0PI/lWL0P5+Yx1YxaNts0jlyN6/RSzTQeOCLSsB1jrc2ufVX8rbg+EBFpVfNO/yqMK49aPejhstoPKn3+0cEqiLccsTrUaVX0+u30UYWISO1sbDePHVyA36Pt1mTWzsOzpqEDWYiHV2BGKst2UjEeNtp+aIE11nrPynUQf+tz10NcugD71ZFN1tNg0QXYf/fsxmuML5CIzPkW1lfwEUzjwPOo3a3XdyIiY3PwBXc+hxrwVdbyTe65/wL8QI1hDQ/g+cb4rbbMgqewnYwtwL3ogvOOmnv6f4Cda2weVtbYckzjuW58fxGRzAvYnhfevA+f8RCOmyIiuw6gbnzNXmw3w4sxHzVzsR2KiAzuP66THuccRgmvEP4SnRBCCCGEEEIIIYQQQgiZAh6iE0IIIYQQQgghhBBCCCFTwEN0QgghhBBCCCGEEEIIIWQKzmpN9KCYSPhTLb6qbqtlFSud3khJgGs9zNS4Q4eycHIdvyDn0FXVOn1KZytOK02tIwMmjailHtPMoaZU4jv+/qF0CaOFMyEu16BuYzhmxZ7Czj58bgPqJ8VVDv12VWxaAz11FHWKyq1Wu8vqmSv9a4dWmZY8DVQZ5VtRMyyYsNpsWmMxzCsN7cCWczGL3SY1gfUdpTBjgX2sBAVMNwm1EKe9x1cyylp3OzWm2mbRJqK1KnV7jhxazqlRxwuc+JwBFO9KKmwb0YTDqNUVV1lNUe1h4JWxnJOOBtEEKt1yFttAXKH6Xr/VVU8y6rkFfP9UpUPPrRHTjVUReCVsE905q0/4WB7TvaZyeiH5QoJ52zaBWmTlIuYr49Aq1e1Ka8K6tJVTY3hTsQ5fWI+9WkPddU1Z+THU7h0192j9cq3NarTL8/a5pQacCPQ8UJplNQ31WOMrXURdRkZ3VkSiE9p4VH4ZJgE/R6THYglTk2Xgl61eYKg0zk1/UsWr9aFFrIZ0Ss3VgUsTvXxyjczToin9Wqr66bSM9bzrmA/1NYEqQ5c0uRHjfBk/5zDeI6rPxZHrwUjKXKL8bBxTX2oMr4ky02dej7Ghmnb02jOlvVlEJNTtV+v3O7wrzNjtWEe9nnCtI/Vnejzy1FrtyDiuzUVE1uVxXjqVuXssRn3OnROo/1nM4aBXUbLt2eiMG81wh4eBbifTtQmH35TBjJP2kmm9dE4hX9NqoLt8IKbzhngtjcdnAS0reiSsnmzvu3Za7dua/biOHV2Aa6X9gfKq2o1rdBGRiZlYKZlZaNSTbLV7SD3RJMoPyJuDg277960HUdctOOBrDfSoxi6gx0u4dxl8N+b1D5c/BPH/23KDSaP+u/icu1deiM+d59DyLeO4tPhCFKse+DxqLBdutWmUJ7Cu9nWi2Lw3Zvc65QTHpcYtmI/V738O4qei80watVnUXp/YkTXXaJa+B3XiNz64DGJ/GZZ7X2L3WPlWnIhrDuD7ZfrtWFHIYruaWIJ+SKL8TrzYsZ4dUWsG1Y68hVYA+zsblP618uZoeArb3Tge9zjpfxr9CsoLbZt418qnId491grxC7fhPCUiUnoW90wVK1FX/fLZ+yFe/13bJtKqO7Zuxr384ITtr2PLcd59468/DvFdB9EnYDyw9XvwadT7bjsPPRt6IrsfvPG9z0B83yFsi/ULsX0PVto1Q8VRbHtNl3VD3DuOdSUiUocy4pI6H8u5/w3q/Oqg9XCIluK5319ceSfEX/zNN5t7Rt+kzl4acZwMu7EtxruzJo3lb9wF8dWNuyH+j1+z/XW5Eobf3zkPYq2jPz5mfR6bFx4/X40mCmJdPF4Z/CU6IYQQQgghhBBCCCGEEDIFPEQnhBBCCCGEEEIIIYQQQqbgjByiHzlyRN797ndLU1OTVFZWyqpVq+SZZ47/7w9Jksj//J//Uzo6OqSyslJuuOEG2b1790lSJIQQQsiZhHM3IYQQcnbBuZsQQgh59TjtmuiDg4Ny+eWXy7XXXit33323tLS0yO7du6Wh4bh+8V/91V/J3//938uXvvQlmT9/vvzpn/6pvOENb5Bt27ZJRYXVtJmK9EhZwnBS48qlwVeuwr8RhMdQQKdYi1pWoUsjtYCfGc1Uh7atX0RdIq13rTVCy+1Zk4ZXwDTKtaj9lOq3GlpepPSQtqCGWGo16kN5JavvVpqH+lfBKGpm+Q5d8WJbNcThuNJvr1Ra7L1W61iUxnCxFbWcXOUsSss4qlQakr2oqWV0WMVRnyVV3w5Nycyg0hHPYN7TodKPytnnBkpWTefDpSMbpfFDrfmr9fvDCVtmiZJy9lQaTt14rU2pNCbLLahlpXUrXWjtdddzw1EspERpZru0Or0c3hOqOi/7qL9Yrrc6a0Z7vQKvcemqak3bcoXyWxjGMWD/0WaTxj9VXAvxgebnIa7yVaMRkQ1jCyB+4NASzGsPjhu63bnQeryJo5zjtPr7q7qkcj9qwpVard5ZxU7UnissRg24QqvVygyVPr/u0onSbNYa6iIimd2oPRc3o16daWci4hWttvpL+V5ExI+P582PHOL0P2Nezbk7nIgkDCfLwC/av+WnJrS+6cnTM1reYjWj/ZLSDy465m41/htd3mnGwik/ezXQr3MK3gbT4emOfQpjuxmXHfOuMf3Qlzjv0dfoNPAe3/m6mH81VZv5PnC0Ta1nrtuma+72tRdJ6eRzd1A4lbXoyb13XJ9NqyH9s2q7LnRedJtwaXmrSjdl4lpGqqVHoNZE6WF87qGuRpPGP1Xi3L23aSvEtYFai4rIhrHVED92ZCHE3oBaN1v7FgmUrZFZzzrWr1p7fDrfh1NCl6sjjenanq2rl57GKbXfn0MN9Fdz7j52qEn8ysnr63bZI4SJGVgHS7+ADXfXe9HLqBqlrEVEpKIfx91SD2qgR3WONfio8rbJ4pqstgb7YO+bHQN1L5bDorWHIO78yVxzy4E86sIv/hruzT/5G7dCHA7aMqt63xGI+zaiwHVwwNbPx96CWsaf3HQzxKlFWIbZh+xeR+9Tmt58GOJ9+6wuc0UDngn01+I49fiPld61XfqLlE5+9KTnSxGRjQ+j7nS5GttAUxXmq6/Z7h/8OhzsM/0n97ISEYmvx72MdKn9rtJA1/rnIiJLLj0A8da9WL/FnVbjX/u1xKFq829ELz2/YH3FYpW39yx/CuL/2HmRuefLz14CcWMzntcEjsO2oAfj0jP4Ps+kZkNccRV674mIDOzBefXArdjmqw/b/vr1jZh/L42De0UVTpD+Ucc4p/34fLX/dbzvd55Gz4LWJ7EdDeE2XBZcgv1bRMRfjOnufxa12ePZdrM+UI8N9G3teyHe/PFzId77NpOELP8fOKZ94p9w3Fjxv9FbQURk/zOLIU6UD0A8E/tey2rVZ0Sk96/wrOLvr8Q0o1br0TjYg+ckgVrfVfRiX8sndr/fd4I3Upyb3q/vpXLaD9E/9alPyezZs+WLX/zii5/Nnz//xf9OkkQ+/elPy5/8yZ/Im988KWD/5S9/Wdra2uT73/++vOMd7zjdWSKEEELISeDcTQghhJxdcO4mhBBCXl1Ou5zLD3/4Q7ngggvkbW97m7S2tsrq1avlc5/73Ivf79+/X7q6uuSGG447VNfX18vFF18s69atc6ZZKBRkZGQE/hFCCCHk9MC5mxBCCDm74NxNCCGEvLqc9kP0ffv2yT//8z/L4sWL5d5775Xf+q3fkt/5nd+RL33pSyIi0tXVJSIibW34vwm1tbW9+J3mk5/8pNTX17/4b/bs2c7rCCGEEPLS4dxNCCGEnF1w7iaEEEJeXU77IXocx7JmzRr5xCc+IatXr5YPfOAD8v73v1/+5V/+5WWn+bGPfUyGh4df/NfZ2Xkac0wIIYS8vuHcTQghhJxdcO4mhBBCXl1OuyZ6R0eHnHPOOfDZ8uXL5bvf/a6IiLS3t4uISHd3t3R0dLx4TXd3t5x//vnONDOZjGQyVjA+NXbcWFSbO4qIxMp4UhvkpUenN3dLVBrlFP7dIT1s09DGitpoVJvfRNXWEELUc7SJVEkZb4qIhMPKiPEyNPjQppniMLfTRqLazCnJ2L+7BDk0cNHmfnEFivnHddbcQb+fr4xV9fciIkVVbp66JMihiYg2HhWxdaPNjeK0w2RQXaMN6jKDGMcpW2aZAXWNKtc4tCYaxuBRhdpINDVsjRq0aVSsTBRd5mS+Ksc4jcOGn1dGsoGjjWiD2rxqExV2KEp8zJtO12WMGzWjoUmpThnyjhRO+r2ISCqP7blYi3kNx62JpDb0ygyr+lVGnIlvn7uhOB/izTVoPlNbrfqmiAwNo6mv143ppgeVubLDxCk9qgzq1LukHe1I94uKbjSPys9D86jUiE2jOK8F8zak3XZtXuOMMqRV9RnV49gS9ltDt/IMNLAJxlQaVXacSPXh+8X11eoKLA+/e0A0Sfa4IZEf2fL4WfNqzt1h/rixaFyyY06i6l7Pw8brxzVuKVM9Y6BXtvfodPRc7hofp+VnZWQ3ndGoi2mM+VwG7sbwUZe7dm5yPTbQ85022naYSE+XOYfDZ6A+02sGbRLmFx1tU68rjbGoI696zWAM6k/+/eRnJx+nnUabL6e9vlaZzmhUxPrVqrZojINFJCgqE/BxrNDMIH4fp+z6Vc/dW7Pt+IzAPndiHNNJenGcrOhRe40RW5faXF63V2c70ubAur9OZ97p4hQuMYal05neOp9DI1EXr+bcne4PxK+Y7CMjy+xa+M43/APEd8z4TbxAec6NLbVrocY2lI65rB3N8O5Zp8wrRcQfxv6S6sS8jx3GOHtev0ljWJkKHh3B/cSNdzxt7vnh+rUQJ3+JL5jqxfVmPGL3OoeUkWicxnZdbrLl/PkDl0Pc3ohldmwRjlstlw2ZNA534zp9rLsJLyjbMfbXlq2HeOtYB8RPHV0BcWaFfe5oL55fBHqbPX9cNMUBHC+9CPM2tEWbEJokpPFpTGOiDdPINzvMjNVedflSNF/dvhvrruaQffD+EZwfvGW4l/McR1GZAcybNuwdPFwPcVCvHLJFJLMVzWQ/N3g1xHXtaBoqIlLRiOm01eCm8dAgthkRkdyluM/67TUPQfx3j94E8Q1r0HhbROSRF7Dtzb4AzTgH92M5i4jUNmM7KTyfhbhYhWdEScoxh6r5v+rjaBz7q//yhLnna3dfBXFZefZ2XHQM4pnVQyaNxzcsh9hXppn1T9t1xvAFuFe9+yuXQXzVP2yEeO+jaF4uIrLzr7EcKzZi5p+rtCa3yRx8bu1zKm9XYTvqeQTNlkVE8ndgGpU7cRysWG7bYrIe28TQKjWZq+psf9yOV4PLjuc1skcor5jT/kv0yy+/XHbu3Amf7dq1S+bOnXS1nj9/vrS3t8sDDzzw4vcjIyPy1FNPyaWXXnq6s0MIIYSQaeDcTQghhJxdcO4mhBBCXl1O+y/RP/KRj8hll10mn/jEJ+Ttb3+7PP300/LZz35WPvvZz4qIiOd58uEPf1j+4i/+QhYvXizz58+XP/3TP5UZM2bI7bfffrqzQwghhJBp4NxNCCGEnF1w7iaEEEJeXU77IfqFF14od955p3zsYx+TP//zP5f58+fLpz/9aXnXu9714jV/+Id/KOPj4/KBD3xAhoaG5IorrpB77rlHKirs/75ACCGEkDML525CCCHk7IJzNyGEEPLq4iXJqYjKvbYYGRmR+vp6ufqSP5EwnFwAhL1WTydqRN1ao/+stAG1vu5kwqh4U65HXTWt3S0iEuxFPaTSUtQgCsatdpXGH0ONqagB30Xr+IqIJPr9JtQ1g8OYr2XWbT3Vo8oxxDTjjNULTpQevT+GGnex0hiOqm0auky0zna5XolOiUg4iGWk3z+uVH8jcrT0sB/1vvJzspivvK1frQcdqDZQqsHnujS0jda6knJy6ahrjfOy0uoOJvA5Lh15rSsedmObKLdaPSzdL3R9itJqL2YdOor3bMA0ly/Ge9pQh0xEJH0MNf6SSuUd4Bq6lL5nqaUK4nBU6S9GNo2yyr/W/I8c+u1RBdZnvlG1RaVxX6yx2l0FJUcYK/02rb0rIuKXlJ6r6r6ZAUwjlbPvmxnE99PapCmtVS62HZWrsUwyfdg3Xd4CWt9co8dnEethoH0OwlHMa7HRjhtaFz/ox0LLL0BtRRGRdDdq7yXqubGaJ6xgs0g4dLxMylFBHtjx/2R4eFjq6myf+3nlxbn74v/x4tzt0jY2/g/T4RgLptP2deqbT6fTe4Y0eY1esH6sS//5THA6BP5eTl6nucchb25RbcZZZvoaHU/joyMipm8bPfdT0CG3Wuxai9/RnvV4aPS/bUM7E+13urZ6ujDlquvTNW4YvXrlNZO2Dbys5u5yFV5TrFVxnX1uUS1foiqt6W9uMVrs2q9Ea6BnHJroqXG1hyloPyZHm9Da+rq96nZ1CvXtaq8vmVPSXp/mmjOkf35iGZSjgjy45VOv27l71j/+L/ErJ+fuud+1Dbv7AlwbFVpxzRaMYX9q2WTrdKJN9dvrUGd8tMvuFxZ9Bdf2Y/8D13Xdu9CDR0L73NpdOBbkLsVO6e/SXjgixXpMp+oo5r1hN75/0+8eMGns/fFCiMu4bZF8m91D1naodeu2LF6wANesb17yvEnjzh2oLR/sw/XyvEutmeyhR+aovKq5ay76B0VlO+Y2Poh/uLnxd1B3+js7rJbz7BZsA/u3oRb7kpWoVX7owbkmjWLDyQcIf+aE+azufqzziVuw3Mu7sC0GBdsn8rOxbc68G9tZz9usd1NqC+rG58/Ba7TPxoOX/6NJ473v/BDEh6/HhvUrdzwgmq9863qIczP0/tDhNTOOdfzONzwK8ZfXoX5/OGL3g6su2QPx808ugjiqcdSd+ugXL8dzhh/+5GKIazod++5r8JzB34BjernajhMFVZ9hL55NVKvnjCyz50i1u7EMRpbjmVfdNntONtGBebnuus0QP34n9pvcLPvc5nno11WVwuf2jFi/xXw39oG5S7ogPvwsaqC/++ZHTBr//gzqtzc9ie/3+3/4DXPPn975DoiTOdgHGuqwv6ZDO072P3XcnybK52XfJ/74tM7dp10TnRBCCCGEEEIIIYQQQgj5eYGH6IQQQgghhBBCCCGEEELIFPAQnRBCCCGEEEIIIYQQQgiZgp8bTXSXVp7WLg7yqJcTTKAWUFStNJfFahlq7W6juy1itBqD0bx6jtKMdunn9qEWW1yNGmJah1xExCuh/pHWCPcnUMfJaKaLSFyPmlnB0X6Io5lWL1jrEuty9opKp8ihn6jfp1SP76vTFBHxC+o5Kl39/uUaqzGV7lFax0rbOPHt35kSpVdunqP0oV26lKkB1HJKAqWhrXXHxaGrqdtZDtumS8/Vnzi5Hn/i0PvW2tVhD2qIaR11l16/bgOR0rj3czZfui5eju5mrMcApZldalbigyJWV1M1AZfWrtZiLdVifUZKizWyQ42UKzCNcqXWgLX3eKpbpEdPrvucGXZopKprtK6qyxfAtC01/ur+6mqLwTiOR/mZqC2YOapEYkUkrsGC0/quuq3qsVdEJKrB8VfnzTXW6PYbV6gxbxDHkbjOarGfeE+5nJdH1v/F61ZX9Zq1Hzs+dzvaxkvVAD8lnebp9M5FptfcPU0a6JrXjCb6dJypn11M936n8P6nRTfdfP/y8jItWp9fV79DV920kZfTnk+DpvTPTBPdZGR6LwWtia7XFCLWfyaqOHlc0vOy2Lk71ss3lzy/mmYCtWwK81jOYc5WznQa6Hp+FLHrqOnalYtptfZfDi8njTOkga6hJvrxuXvxV/4/Caom11C5UWtKesnifRCv245631V7cQ2XX2H1oDMVyhNrD64N/QV2bViZwXvGtzZAXLNSaQGn7Z5j5P52iEcXYydtmIEeUiIig/2oIdzcgprZg9vR7KjqmB0MRlfiWrjjPlzHdr1ReTmJyGWLsJzXH5iHFxzFuvGL9rmlRlzb//crUCP7G/vXmnsGDmchDsbUXqcRy/XN5282aTzwjYsg1hrwsUOvvlSPnT2pwby/6dznIL5nz3KTRuOP8EF6jzW8xNwiUZV6bjW2icp9uJ8o1tm8Vx8++fwwPtfusVoX4tlL/u5WiGtuRV3qY9vxexGRTD/OXRUXYZpDB7LmHqlX5wjj6kzAuSbCMN2A+y5/K/aRhdftN0n0jOM1uSIWUm7Ceq1FRXy/pXOxTHrHUct7sN96KfgprN/LFuyFOKUNbERksIj7u82bcIxbswb13TdtQH13EZH6RajxP57D9yv12T1kphXPjcIQ201uH85HUY1tV9X7sFw/9f5/g/j3/+PXzT3lpfjc8jimMWM2tqveTW0mjabzeyBuq8IxfMtB9I4UEfGV1nxqDu6zU+uxPkfPsePkeYuO+zqUxotyzy2foyY6IYQQQgghhBBCCCGEEPJqwEN0QgghhBBCCCGEEEIIIWQKeIhOCCGEEEIIIYQQQgghhEwBD9EJIYQQQgghhBBCCCGEkClwuGKePXhRLN5PRf9dxoQaP6fN4ZQJ3bgVpddmo9qEJ+xHoXsRayoX1aLBRziERipx2lZDUonP1Qam4bA1zJNYGSAo46WyMnMMHKaZOi9eK5qzuExBU8oENcmg6YA/gqYEUSMaSIiI+MqM0thqukyklKGnxGiioM0AE9+6OZYa0WjEV+as2ohSRKRcoUxPlXlh4qtydhgVamPCcq1qZw5zJ20apY1VdR8oNVhjCle6kNdjA+YzvwbLyBvD+vS1iaKjrrxRdY9qI8Z8VkRk9xEI45Vo3hE5zFfTvao/qj6u+3w4bOu30Izvk+nCNMtNtlzDYRw7gjw+p5jFvKbRm3Uy3aqT/00zDh3mnKpNaKO81KijXHUa2khUGxAXHMaiqu8FXWgskluBJiFhzqYR1aKRijFF67VtMantwHT70cRJmtEsRBv2ioikjmC65Q4c4+K0vUfXjBcpQ1PVB7TRqIiIV3e8HyXR9PPVzzNekhwfixxDkuf68JVyKsZ1L9Xc7mdgbPczxXbj08K0pqD+KZgdnorhp05GOySqjLhSPBMmr6di7ug0Dj0RVxt5rbSbV4lpDS8j22Gn+yWRNuL0i/aOVE4Zmhozcke6Kit+WT2npJ/ryLu6RxuJuszYX7JB7ZkYN0+FV2lsJS+NYj4l/k/3UumD1uxvY+VsiFN9yiBwqdrrHbDmpKmVuKcqqf6TWWcNAofPx3s61nRD3LcBze4Gm+xk5s/ERjdjXh+m8Yw1zMtEmLmRo7iXazwf0+itVntqEWnvQJPBriubIU4cY87Ge8+BOOrAtX52P94zfLE9M6jcjWX/z89cA7EX2k6YnYGbl6EurItgCPc+q6oOmzQOvQnLYMth3C9UbFFOoyKSLML8p7agaeQTLfMhjg/bNHrQz1Suvfh5zNe4rZt9x7Au/C5s82nlNVupzDtFRAYrVbqqPc940NwiIwfQKLS2C9vrkYNoWOul7BhcdwDrr3s27o8q+uxep+1uvKfnfbh3f+eSZ8w9X/7PayEOmjGN3Axsmzs2zDNp/Pdb7oX43//tZogzl1tT39RT9RAf2TYXL7hsCMKqHXa8Gp+HeVv/8AqIS+32XLDigNq7KuPN7f+JDrXxbLsPH9nZiHlThsNVjiO+nDIxbnkc95F3fPrHEH9hz2UmjeFq7Bd3D56HaW62eR04D59T/yDud49lsnhDnR03yt/G9rzrjZjG3A7bbw7G2PfyI1jueWUkmt1kz/ieKx1vE3HOUaivEP4SnRBCCCGEEEIIIYQQQgiZAh6iE0IIIYQQQgghhBBCCCFTwEN0QgghhBBCCCGEEEIIIWQKzmpN9MT3JPEndYSMPrZYjXOtuxwrjWwvZ7WPROku+4OowRu1Zs0tntbV1s9VuuNJxuZdyqiPFPagDlm5FbWtRKw+e6L0n7WOr4twCLWdjL61Q5u01Iw6TaljQ/h9Rxaf0WMFoZMK1DpKAvz7TjBmtatjrautNOF1fftl+/7BGNZ5VIdtIjxodbgSpTWeqPoMlDZ5VGm1u7WGpMmbQ8vSzysdZXWL7gMph15/uRF15IyW5QzUWRMR8QrquQ3Y9nR7d2miRx2o/6U1QkPVr0RE4qWocafbbzjm6K8lrHOvrNqIKufYUTepMVV/9agbGAeOvz2qdJIAX1DrmwYOjXCttRqnlD6vQ3a0XIn3pMbw/cNx1Qcc+vz5GUrzXpVRUmV1xnRdlJfNgDg9iNpj/sEuk4Y0ZvGaKjUGtGCbEbF6rnEt9sVytdKe1xr5YsfssGsI4lKH1UUMenEciBpVH9B+FA5OnF+8yNF2X08k8urrNb+c51GX97WBqx70MPwy6tfqP7+cm146LyuJ6d7vVN7/bGrPOq8vo769U9LwV14zKl0vxgdrHXIRkaSoNNH1Esilo6+fo7XXVew5nqs9bswa/1S09XU5Gs10k4QjzdeX9v7rmdranARVk41isN0eIaT24x6johfb/lg13pMZsH3DV4208QX8vvd6ux+UIVyndg2iBm/cgoNBdatdG+YmMI2xu9shnnEb+jSJiPQ8hHreuSbsMBMFtX52bB+G1qHWeiqN7x9V2DK65BbU8372m6sgbn5LJ6bxY9SqFxGZmIF5razFdXt5uz1nGGpV5wp53HemB/EFN47NM2ls3rIA4ivWbod4/3eWm3u8a/HcoHMO7hdyB3DdPmsVauKLiIypujgwhnuM3jG1PxYRr1vpXyuB/lwb1lXFA6jjLCLSelMPxBNF3Kcc/QXrsxV0YTmWqrGcw2H8PsrYMXjgNjzPqcng/i/9LGqKi4gcfKuaU8bw/f/9+UvNPZkRVSbqHn9CzaGzbd/7x81XQ1x5Be65zms7au555lJsi36A7TmbwX3WiOMoJjWE5VpqwHHCH7Q3XXbLFogf3ILtNVTS200b7RnfX//xv0L83p+8D+LZyo9BRCTK4VnEhW/CfvPXj6GO/Jwf2XGjtAzL7MdjqIkeXGHzWu1juQ4txzbynvPWQ/zVu7EuRUSGb1Rt8QH0Uohut22i4UnsrwMX49mMl8O8xo6j1MrDx983Kpz+I2/+Ep0QQgghhBBCCCGEEEIImQIeohNCCCGEEEIIIYQQQgghU8BDdEIIIYQQQgghhBBCCCFkCs5qTfSwf1zCYFLjqdRaa7/XWs1KLzBSWr++0rIWEQmHcnhPC2pIBf1WyzmpRD0ob0Rp/Sj93KjVavBqjcFyGz43Ttm/f8S1qJekdRiDQaWZXmm1jmNVJnFG6Z85dMXDUdSnS2pQ30uXodZxFBGRCOvKKymtI5cus9ZuTmltK5UPh4a21jIORtQ1vi1no1/u0rs8gdTAhPksUfd4BXxuXI861SIihWZ8n/Qw3lNS+v2ZbofudkHr8wcnjUVEUl2DKm+ogR/VnFzPXsShz641NB3lrPuAl8O8l1qsfl2kfAACpQFerlV906U9r8aN//JdeDHNgi1XrUXq5ZT2umqbSWjfNwnxOalRHI9c5aoJJ1T9VuBzXZroFT1KwE2PPQ7PhiCv9On7xk6ar+KquTaNcXw/rfkfqboSEQlHMK96XNAa6HGFneL8Ibwmala6j47uHGexzSdq/PVHVf+tUWOx4PgUn5JW7+uEn5We7tmkD00s02lmuzgNbe00SKK/PF7vmv6nUt/TlJFTI12vR9U868UnXw9MXqS9g06aDTdaA12/ilPfXOuXT5OGyPQa6ISchNITjRJnJtc3K27bb77fsWEexLrPrTz3IMR7elAfW0Sk/DRqVQ9di+ur7NN2bTgxA9txdhd+70XYKbuvsnssr4TXzH3LPoiX11lvn++uwLymQrWXXa/ODNrsoJyfj3voebNQD7l/3Ob14U1KN3wxru0LT8yCOOMY+1Kj+L4T/fgcf57aG4gYYWmvCfP+pqs2QfztLWtMEp7SFX9s0zKIZ4R2jO0fxjW4VKhxWV//SIdJI1Hj8mAf3jV6vi2kr//iP0L87nW/AfGvrHwK4m9++xqTxsgRPONpnzUAcdssu38a+QnW3+AKzGvzKtRZX9lo2+Zj954LcTlWXnsOjXCtcZ8awEK75Y0bzD098/D8bd3OhRCfuxbHif2D1u9qpEfpqNdg23uhF/0JRERKI3r/h/u9nlo8I0gWWC+F8xYchnj7Yzgeleptfz08noU4HMDnVt2Eevyjj6DngYjI+37wAYi9EOt3Vs2QuafzMJbr3Y9eBrE+BX3DJx4waXxl14UQ+4ewX7WsxHYlItK/Cf0l/Pl4pvXV/0QN9FK7PWur2Yh1MXolplHnWKwMnqs8G+qxTSSduHcfXWDrKqk7fq4Q5xxeGq8Q/hKdEEIIIYQQQgghhBBCCJkCHqITQgghhBBCCCGEEEIIIVPAQ3RCCCGEEEIIIYQQQgghZAp4iE4IIYQQQgghhBBCCCGETMFZbSwaV1dIHEyaEYRDDgMMbd6nzRyVQWQ5i8aNrmu0uZ+fcTgzKLNKbcQY16AZgtOoSPsuKkNI36GPr80LtQlfUqUMINO2+rUxozZZ9EoOpypdRsqIMN6mHF4uQbOLyYvwhYNRZSDoMuoLsNx8dY+nTQUdBkqeMjMszqxXV1jT10AZqZbrtKGrusFhippseB5vWbti2rxmetCgVZdzSpkbaqNVEZFgAA1MklY0ZvBz1hAialWmthWqzeu6m7BpaFNf0W3eYc7qqbanjUTDYdsJtGGr/jOhX1RmNI4yMua5ymy1WGf7fNUzByCO56KRiDYedRGO4TU6r7l2a6ZUoduEGvO0eWdc5RivtIGrMSdzGI/psbMFLU1Sx4Yg9h1mrBrdrvyiNUE1fX4nmlTJbDQTchkhS6jqXBswjznalRrng/FpjEQdzz0xL6fSHn6uicVp4Pp6wNmfXuecljI5LWa9rJuzBtcQqn8WdArtytMD0TRrFT0/ijjWHacytk2TtelMQyev0WmeQvud7prX+dRETs74grL4lZNrs91PzDPfx3VqbViJ663OoSzEzVccM2n0KBPJ5ipck403Npt7ggJ2usFl2M4rzxmGeGaFY52n4hcOzIB4W2jNKlsaRyDu34wmfOOzcGJKteGaXUTk5gU7IX7sCJobjvYqU00RCcZxsItbcE06+5u49u//PTTyExGRAu5NK7biOr68BNMQEYkrsH4rtuG5Sed8tWd2jIWZPsz77737+xD/Rfo2c0+4D8ug7dxeiCtTmNejVXovLzLnH/C5e359+iOwX37wv0Hc2Ib1/ZWtF0Fcnmn3LfXP4/6h0IbP7d5r27PcgO1zyWw0qxzIoQnsA9vRnFVEpEIZuCaqLmLH6wfKbPYXbl0P8XeeRmNKERHxTz6n7OzBPjGncdBcM3oIzyICNbn9aPXnzT3v+bXfhfjAbXhPklKTWdH+bvi5vbMhTqtXWX/735h7Lv3O7+FzlJFm926sz/SaUZOG3omXClgZZe2CK9b0NfsGHDtHf4Dj0z3HzjFpJKoRVM7DvHV3Z+1zq5Tp6VfxLOLoFer6UduwStr1VHH4eWscm549DnF5l0pkKX6fjNmzNm/8eF683Ok/8uYv0QkhhBBCCCGEEEIIIYSQKeAhOiGEEEIIIYQQQgghhBAyBTxEJ4QQQgghhBBCCCGEEEKm4OzWRK8MJQ4nlYXCXquJ7imd9LhJaS4p7ebIoV1t9HFLqHcV11kdda2brtPQWs/BiNVIM+kqaSdvzyFzj7d8HuZD6T17BdQMKzXYvAcTeI2vNMNdeomJ0h7X2uy+0vtOHNqOwbDSdlb6yHHK/r3HL2Bmonp8n1Brl9daTWk/j/WZ6VLaVUWHJlwWtbmDHF4TVWLedbmLiATz5+I9Ol8uXXEfy6BcieXuRVpD01ZWVK/y3o8a6S6t5nKz0qFSmpq+0n/W2vQiVo/ffO/wFvBHUMMvmFD906Ht6Y8rXfwJ7QugtKtTdgiM9TigHlO9E7X4RERKi1A7UesAmnHEoQFfbEaNO62Jnhm0bULXl451XcS11lvAtDWdtxpbd16EeYsymG5Qq8YWh2Se1nMN+lBrMBnCWETEq8H2G8+fifmoxroLhxxjq65f1U8KrfgMEZGKY2PmM8iXGtONRq6IyL7DJ1zg6N+vI7wkoTY4IeT0opcvL0cj3eiMn8JzzU0vnWmTOB165y6ogU5eAosXHZWwenJN2Hn/XPN93V7sdP1rlbfPIdSqrl5s19PJTtS/zo/iHiS/wu4xKqpxTeVvw3tGh3FNGq2zflcTKt2kjO8y61t2Xdf3Plz7lhrwfSuO4R7j165dZ9L48i7U1c53Yt7Dgn1uMhvXth1Km33vr2chrirbvY63RZVrO+Z9fuuAuWdfZwvE/oVDEK/fuATiNav3mjS2HFkM8f/99i9CXDtk3zd3Ae4Huw81QjxjXh/E5SO4nxIR6TtX++ThvixzyO51ogyOqc3zMR8TeeU1N2HPKoZX4hlAzWNNENc6tgOlK5Xes9KyHhzGfUrVDpv38TlKn10Va15tW0VE6rZjO/nBrlWYRNnWTVUn3lNzGCeVXCu2s0N1DoHs+VgXsXrf2//3H5hb8h/CNl8XYJnlN2Ebcc3lt70Z++P3Ri6G+Or1v2nu8fScOYjnF/U7Me9Did1T1hxS54RqW7o5hXtbEZFQ6dW/bdazEP/t0lsg9ov2XKVUwvO5ikewLmYdtpr+E034Pp03Yzx36VGIjz5tG1ZhtmrkeWwzn7/9c+ae3/r2B/AD1bVKQ6rNaw18EZlz9/HPyqVYOs0Vrwz+Ep0QQgghhBBCCCGEEEIImQIeohNCCCGEEEIIIYQQQgghU8BDdEIIIYQQQgghhBBCCCFkCs5qTfSwd1TCYFJnx6XlHHWgHpI/jFpWWg9Z62OLWF3xROld6+9FRERrfpeV4nWsNLMdedf61nFa6ZsvnG2fqzAa4CrO7Dhi7ombUSdOv19cazWWtN5zXIPiTlr7Vuufi4iIjxpLWmM4dcRqs8VZ1M0zWuSqGk5JtlLl1aXl7Y/j+xbbUFMqNYjvFzk0pZO00jNXba/cYPXcPK09XlLtRn2vnyEikqhyLs1AfcJwyGoN+kon3yugtlVSjZqALp+AqBrrJnV0GC8YUlr0IpK0Yv/1ilhGuo2IiBRmY/sNH9wIcbB4AT7Dd/wd0aVnfQJRg9U3023cz2Fe/VHVJpqsJlzmGJaBN4Bl5DVbDUcJMf+Jil11oSm1Yj8KJlQ5OzwMysp/IChgXei68h1t0R/Dthbp/jxL6dmJ9bEw40QXllnUiGmK2H4UK0+H1Jj1MIjU2Kn7UTCO+Yqrrb9GKnu8r/lxQcQ2eXIacerSvxqcTT9NeI3oIVMfn5wRptNIF3l5OuKK0yCJPj3UOyevAY48MEeCn3rghAX7/dgt6B9TtRHXusUstuMjnagPLSLi1eE1xQ5ck9XV2z1kvqD2GOM4/xfyuJdNj9j+lBtQnjpt+JzO6x0+YgVcP164UmmAr8Twrv95nUmjvFat2xtxXTtnRbe5p3NLBz536QsQ3z+OeY034V7PRboPy2h4k9Vl9lZhua1asg/iZ1R55CN7ZqC1uUXpX4/PsgNXegfuiX/jbfdD/K8PY7nOPxd1mkVEDrXjniI8jGU08/LDoukewfa7vwfba2kM24zfZjtFVSXuD25aux3iO5+40Nzj78fnHn0KPf3K83GPlayyfeKtyzdDfM83LoW4br/dQ/euxfotd2O5p0bsuvr33/sdiL/xK2+AeLwD3yWqcPjipTEvvppU+y+w53MVEfab3AF8TuNBTKPvYvu+93wdy2T2NhxrelY79Nvr1flcNaY7eL66PrTtee3bdkL8yC70CZCC3TNfdCXe88OucyHO9GN5DLfYc6TUTvxs6Hxsm+e/G58hIvLwtqUQ+0OYt4G7lDfZxeqsVURkGPtJ46whiD/6/NvNLdXLByFurcG5Zfd2fO75Kw6aNDrbFh3PV/H0H3mfTds9QgghhBBCCCGEEEIIIeRVhYfohBBCCCGEEEIIIYQQQsgU8BCdEEIIIYQQQgghhBBCCJmCs1oTPc5WSRz8VI85doj/6c+GUYQ2ntMGsdbxFREpZ1Hv2Wg5O3RX43rUHPImUPvXV1rsxZlW69gvKE3hImoulRowXyIigdZh1mmouLh4hkkjfQQ1iHTeXPrIRhdeFYnRd6+xedc641rbOWrLmns0gUPTfjr0c5I06jYFvaq+RaTUgWWiNdDLdfh+utxFxLQbX2mC+2NWU0prwGs9aKMBbOW/xNf3BNhWXTrqkdaM7kbNMN0W0z3j9sFKz7M4M4v5arG6Y1oHP1LlHtfZdpQaVXrtF63CC5Qev8vTwMvh+4V5pXGXthp/iSpXrbudVGFetQa+iEipSWmtqzjK2L95VhxDjTDjnaD6q2uMSymd8XJ2eh31JMS2ljoyAnGpFevTpbUv0cm1ycNRqy2ofR7S+1ArsjS3BdPow/KZ/BDLKDjSi9ma325u0b4AUT3Wpx5Hwl6Hxn/l8bwnjr5JzgJOx88OflZa7S5N5eneh5rK5OeJU2nPuk+cTXr97K/kDBOtHhWpmlwPTUw41sJKI7pjPzbKgTtwf+Adsx5Dv3DFMxA/+NWLII5D6zkTnYdr++xR7LfaM2vRu6z27+bOWficI7gWvv3ap809P9yJusQb98+B2D+Ca8UVH0YNcRGR3JfRq6n9ik6IB/MOn6k6XER2pHGvmp9Q3mTLrGZ2aiemG1VimeVuwXW9iIjOydMH5+IHSt889OygVK7Gz4I5uNavf8y+b/pNPRD/60OogX7zpc9B/NhhLFMRkSDEMqvbht8PHMD6FxEZPxf3TKkB3D+o7YTEjj1lPIzv81jFQkyjxe6PrpyP2vrrf4Dt7Hevvg/if/rRLSaN7xTXQPxr73oY4od7lA63iNR+B8+F/DfhPnxl8zFzzyc24bPTH1N67Rvw+lKD3QCFh7CMkiN4NlHhsAQrK23uzBi2vTHsipLpsXWz+E27IU7fjnn7zeZN5p6Pf/2XMa/KsyFW/gupXjtOrr8bzyaaL8J9aODbfnNuLfoYfv3710O86s04pm16fIlJI1Db6rYZQxA/vHm5ueemNc9DvPkz50Nc9x4cr44+YD0bI2UNWPEgVujgL9lzo6LyBei4QI1HtVjuO++27dk74UggKpz+vRd/iU4IIYQQQgghhBBCCCGETAEP0QkhhBBCCCGEEEIIIYSQKeAhOiGEEEIIIYQQQgghhBAyBTxEJ4QQQgghhBBCCCGEEEKm4Kw2Fk18T5JgUig+SdlX0SZ7qY5mvF8bYDoMv8JhpcKvnuMy4QsH0RRSmwrGyrwxHLGmEoUWNFVIjSnjgsDmNa1NEzNoZlBqwLymHGZ/cZ0yRVXmf8GYNfvT+AVlbqjNLEP7t5tyQ5X5DDNmzZ3iClW//VjunjL0jKqteaU2ltTGi8mYwyTTQ0OEqAoNXFL9eE9crRwVRCRWZRAos8pya519rDavzClzjozqAy6TKdXGA2Xo6vcO2Vta8X1LHZi3UJl5ug3s1Psqo0bPcUtpZiM+R5lEJk1otCoi4g8qo01t8qtNQmsdJrfqOVFrPcTFJtvnK7d3nfQeYyYY2RfWpq9BnzKnVGasIiJRtTJY8tVzStgIIkdbTHUr89wE3881PsXKpClqRHMoXxmrRrX2uX4Z09D5KLWrMhSRQJm+Rh3YRlLHhjCf9da0ypjJVqORqB7zRESiOsx/2IMGJ+aeCWviFM08Pv/E0c/IXJK8NF7OzwymMw49BWNRvTYxSZwpr0M9dp/K+9PMkJwBvJ+VoSdNnwmZkprKogSVkxNUS501br+iFQ0Rv164BOKqACeMJGMnkB+uWwtxRi31my7D9baISPQYruNy6DEvhRbs2Jsdpnt/fPt3If7z0m0QL65EI3sRkZoncY8x0Ybj1qpr0Lhwy2MO87v5GI/34llFvMPudbS16jf3o4mk9OOaNarDva2IyPyr0RAwE+A13WN2z/zmOVsg/uID12AaA7hoWHqOLbOtTR2Ytz7Ma1WvbROpFK79mxei4eUD96yGOFmE5wEiIi0NuKcaq8f3C67vN/d4g7iHCHO4zy5mMa8OH1WJU9gm+nc2Yb422nseunQFxHe8bR3En9l8LcQBFo+IiKQq8cNv78UyKpWs0eaMtx6FuOfBmRDvvcY+KLMRy2hsBe6zG/vx/fPn2DSyT2Ne+q/GfeePr/6MuedX//z38J6r8LleiJWhDT9FRPYOYF+TR/C8o/3d1lw3OBf3qlnVNgdyuHdtOh9NcUVEJu5tgzgd4PjUsxm/FxH54uClENdcgX1gdz8Oek3nolmpiMjAMNZV7t5WiOfdhualIiI/2bUMP7gR66Z4JxqJTqy0Y00qi/f0LMZxojxiz2IWrMa8HLpnHsR1aptd6Rg3um8+fj4V5+xZxiuFv0QnhBBCCCGEEEIIIYQQQqaAh+iEEEIIIYQQQgghhBBCyBTwEJ0QQgghhBBCCCGEEEIImQIvSX5WwoMvn5GREamvr5dr5M0SepO6ut6Fq8x1/vg0+t1KmzSu0ipjViP7VNCa357WP47jk38vIqVGpeWsNMFdur2e0iEuZlFnLDWC2tWx1tAWkVDpqpt8lO1ztWay1mLX9ZCk7XO9cUxDa1lrffvJvKrnKp14/Zyga9CkEbVlMR8Fpd+u9ZNFJNm0FdNdshC/r8D3d7UrramsiWusPpRuJ3EFvp8/oeq3wj7X1+VcrfT6KxxtwqGJfSJGa7/X6iSaNp/HvGrfABFbjlpHvNRidfTTXUpHXPWTpBLLxGiKi0gwotprxrYBjW43oscAVe7R3oMmDX8laiVq/XI/b8ciXZ/m/WqUlnefrZu4yuqVw/euNqHGCe0NocswrlJ1KXacTFLT/003dQz7TakVNQ3TnahpmNTYNqLfJxhED4PIoaOu61OPNb7Waq9xaMCf4ANQjgry0HN/KcPDw1JXZ/0Pfl75r7n7unP/SMLg5O3ulZKcgva4YbomqNN8Ofrm2rdAXmZeFdNqSDt8RYy2uk7j5SwPX4ZG+s9M/5oQQl4C5aggD2751Ot27r5m7cckDCfX64f+wF4X71L63Wo+iNVSMFhg16TFY4412Ak4dacr8UM/h5N5OIZzbGrczrn116DWet8wvktxyK5Z0n24nrzl5g0Q3/XwBRBXLVQeRCKSPI46zK03H8Z8jNnyKG3Ee3JzcU9VtRf3AvlWW2g1B7GMRs7DdfvsGai5LCLSvQG158tV6myiTelh32/3dr1X4Xo57FOeYA12r7PoS3jPsStwbZ9rw/erWzBk0ogfRA8lvf4ZnW/LyC9gO4k68P0y+/H98jOt3nf1Xny/8QV4TctMm9eh55SHn1qbnnc5au1vu89q/AfqCCyjtMknZtg+kG9X3lxj+OAP3na3uedfv/lGiH1VfbmZmObCZai7LiJyYOMsiMst2J5dS2RftZuoBuuvZi/2zZbnlH+biBx6g7rmHNQR7zqEbUZEpOoAPjfXge93/vn7IN5xr/VByM1XeVHv19YxZO4Z3ISa5/MuQU+DfRtRm7xyiU2jsQr37isbjkEc+tYU5v7vXATxqtt2QLz7y0shHlUeDyIiZdVv6jZivxleaftNqg7vqa/B847+/TgGLluJ5SEisn3XcU3/OJeXw7/7Z6d17uYv0QkhhBBCCCGEEEIIIYSQKeAhOiGEEEIIIYQQQgghhBAyBTxEJ4QQQgghhBBCCCGEEEKmwIrdnkV4a88RL5jU1XFpZosoTeEx1NMptKOebqB1jUXEVxrgvtZIj62GVjmLOmrBmNJ/VlrVsUN3W2ugJ6ERVrXP1brDSns1rsTqThzarFEt6hQZHW5HOet7/DxqG2lNcK3dLSKSKG3uSOswOwSxvBGlZTxT6Z2VVH06RbWU1nGF0lV3lFGwCAWfkjSWu9aED49ZLfbi7CZMU+ldew79a607rdHv609YT4CoEbX1SjWY1/Sg1T/X+s9eDuvPL2M/80qOvDdjX/MSpfHn6Ef6fbQGejhk36/Uin3Pz2FedPsNhxzvW6n6kRoDPFde80oDXGn6F2ejdpc/o96k4Q+rNJQWuxl7RERCvCZR7VmXYdRgNcJNP1Gv5/JfiFUZaa31pEq3CYfW4ASOE6bcHeWs31drGsa12K5cevZ6TNP9VeufO/Pi4TXaFyActm3zxHbjakPkVeZUfkIwjQa60TsXMfOumUMc85BrnsE0VexoPtrexuidmw/EaJ57dgk0PVrP/BTySggh5Ozj0O+IBD9dRi5p7TXf7yjjBBBsxzXZx9/+dYi/0YV6uyIizw3OgTjdi/vB1JidLy+8Hb2qHnn6HIijBUpfN2u12Lv7cV2eziidXseEX70KdcOfG5gJcVSNE2Buwuqqx7PwmgNduD9cO++QuWfTcnW+0Y176Im5uF+oPmCPe7QG+KoFRyBuydgyyu9Rmuhvwf3t0BDWd+w4mklVqrX/LMxrTaU9I+i5MAtxoRHXHUE7aj0Hd+GeS0RkxXu3Qbx+P+7l/SNWv33VZXsgnijjecaePqVDfcD6P6UvQ6+mf12JfeBXHvsNc4+fwfer7MJ+tXcANdNTyg5MRKR8Jervj5axMkp5xxHgEL7fB269D+K/e/JGc8vbf/FJiO/atwLiNa3dED+3zmqEB/OwrZVHVD/J24aky2TsHGxHH/7170G8N99q0ti//hKI3zTzBYg/33O5uSeq0Gc+2I+2d2Mfqbqkz6SRH8CziqSI7zeWt+NEsQP7zeGf4DhZno3vP9qt/ClEZGIkC/HRWTjmlXKO9lujtPRVHxherM4JW2z/lTFMN49DnGSy9iymOIHPKVTg+7/zSmx3X30a61JExCv4zv8+XfCX6IQQQgghhBBCCCGEEELIFPAQnRBCCCGEEEIIIYQQQgiZAh6iE0IIIYQQQgghhBBCCCFTwEN0QgghhBBCCCGEEEIIIWQKzmpjUf9Al/j+pPB8vHS2vUAZXkX1aP6WUiaKsTazFBFPpVGuQ+OJYNwayGkjLV+ZRJaUgZ42ERURibSpoDLms0aj01OuwDSDonX80s9NjeD7ebGjyagyKjZhOeu8e9pAUKx5YZBDA4Ggb8TcEzeiWaU2LPWUIWRplnIyEJFA36PMG70xNCsRESnORUMPbVSo8x61Zk0aoTKbNW3P0RaDYWyvum16OWVMWWNNUrSBXeX2Y5jXGbaMkowyq1Tvq41TkxprXhmMq/dVZrPa4PWnuVFpYLn6eYd5hUKb6YYjyrzCYSIZ9KNDS1yL7TlJO/pAhCYgkTbeVPXtMtrU9+h+E1fYfuOPYZ37BWXqK6mTfi8iUlRmrJmdRzFfjjahyyhJYZlE1Vi/uv4n73GZQR/Hcxg9RzXasFRdE57cWNX13CiL7VWPCZMJYb8JBtR41IbmLK5yLp8w/0Rlui2+6pwBI9EksIlqI2ZRcey6R31k0tDZdHiE6nF5ulhERBymwYD203WsVQghhLw+aPpelYSpyb1F+UN2Lotj/KxyDe4PPvbYHRC3z8TvRawBXGblEMT5bVlzT3cO94PVnWoPPQfX/v0D1nSvqRHNDfv2NUKcGrXvOzKK1wxVqkkzxDkztd3uj/KtuE5tvh/3bhvPt0aMSRrT/fXrH4b4YA7X7UeW4hpVROTYSB3Ez29Ho8Lmp+0afeBctQbYgwaeqQlcu6Te2mPSKO/GPXR6EJ+T6cQ9l4jIvPfsgvjYOOb96AFMc+S6CZPGE5uXQFw3A/cxYzPMLbLlqUUQ+2ppX92D7zs2x66pZlZjXj7y8Q9CHN5s8yoz8OyhmMd2k1HGqRPz7Nos2YllFCzG9h1m8LxDRCRKcO/2b9svg7ii0+5Dv5VcCPGCBWgkuukZLMO41u7Lqh/D/ltcitekWuxZTH4CTWwvXboX4k/vuA7isX7b92bMR9PPJwcWQLxyHu6HRUT27sRrtPFx3sf+mxyzY82v3/4QxHf91TUQ99xgz2+yz2DdlLDIZNUKNCB+fiv2ZxGRqFGdo6jNRNhr6zdYiv1kTy/2tahGnd/1qfMdx3MbLsJy796LaYqIJD7mzd+Ibf7eNyyHON1jz2Ya1hw3v47GC9Jprnhl8JfohBBCCCGEEEIIIYQQQsgU8BCdEEIIIYQQQgghhBBCCJkCHqITQgghhBBCCCGEEEIIIVNwVmuilxfOEAkndYNSh/rM93E96hBFDUpnS+nnBnmrDyVKuzYcRl2mOOPQD1Ka2Il+jtJ2LmdR51dEJFI61Dp2aaKXqvCaMK80lVN4Tzmyemd+CTWIEh/zFqcdGtIFVUZjShNc6Xunexz65krr2FdlWJxn9ZLCYdSDthrLqj4dMrNxBvPmab1rrd0tIr5qE1prNk5jPsJe+76lGajtpHXlxbeZ9VTRxwHm1S8qsTaH3K3OW9ySxTQcetCx0urW7VnS+L3ROxcRT9Wn7ldau1xExI8xr7p+XZrvvvIo0LrpcQXmzR9XGukiEjWh0Jj2CQhHHT4Ioe6fKnbpEU+Dn1f9yFGu5UbUhAte2IfPXTEf4tihAZ85gGNnaX4bpjlh9b2TajWW9gzgPdVKE05rTYtIktJa+1pL0jHWjGJ96TaRqPE4ODZsn6vmBaMV7cir7jflOaiDGQ7ivODSew9OaDdJNL2ePznDOOr5pWqgu7TLdbuO0tPP3eYa3fS1VLtjbNft2C8qrw6HB4qvlzxlpaOuJ5FTGcbMXOa4hpYAhBBy1hH/ar9E1ZP7tZ6vzDXfe0sxXnPVHohzLbhG27DPppEawUmj/Azul8otdgLZvmMWxFVqax5twDQq1ti14azaIYiHW3GdW6qz+5TLFuOae/MPzoF4fD5Osvlmxzxc0LraGM9ZaXWZe0dxHftvj1wN8dUXboO461u2nIdXYF4qj+G69cLfetbcc8/68yAOmnA/VO7BtX9N2q51hzpQAzxuw/ftn+3YQw7jmntkHJ9T1TIOcfpBqwHfdsdBiAsR1mesF3wiMpHCs4lSPWp1p4e1l5VN4+qW3RD/20Uovh4esFrd5Zlqn5nFuso3qr3PQtQ7FxGJO3F/WBrEMluyED3RRER2F7FMlrd1QbzNsQZM78K2ePQo9sV4FraB6j22ficuw/q7bC7W1ZMb1cAiIkkN1sXiGtTf3zeMvgBR1i5GdW1t3Y91c93yneae/quwTFL/gM8Z/oDS2q+2ZxXf+6drIW5672GIu3d3mHvG52Dht2zENqE9DSSwlVWVxb1qbgzbd1Jv9erDF1Bbv1iHz83MwrqrfcpqwA8txTrvKiivtdDmtboV073+4u0Qf/+RiyBOam0afVtbXvzvOG/Pe14p/CU6IYQQQgghhBBCCCGEEDIFPEQnhBBCCCGEEEIIIYQQQqaAh+iEEEIIIYQQQgghhBBCyBSc1Zro4slxQaOUfRUvRt2e1LEhiKNGpdvj0C3WaUR1qG3kFax+UKQ0pH2l7RsrjWU/b9OQKqX/rPTMY4euaqw04CZqMY0og/ekR+37xqoY06N4T1B0iaIqzXeUXJJAlVFUr/SURcQv4jXlBtQI0zryIracTZpK39aLbd6DQdRc0rrMxRlZc084grpKccXJNcO1xrbrOUEfami58poonXQvgxpT0W7U5vNXLjNpZHaitl5pHupf67Y6+SB8rt+N+tdxM2oNag1xEZGU0iqPVd7DfqwHEZFElWu5EtNNlWy/se0GtdiCAaVP79LqVjrH2iuhXGs9DMIhbBPhGD5Xa81HNY40dqMmWjy7HeJUD7YREZGkUrWBlQvwuaqMdBuaTAPz4j35HMaLMU0RkbgO+7CvdMaND8QRh2dFq2o32hehaOvXy2mNezXWFrCukjrUBBQRKdfjGK6f43eirp6ISNCUxecqjXTdjkraf0OwHcVlikKfcV7GTwReqga6aQfi8DOpUPqulbYPljM63ZPny2iZi0igJDS1J0qSs88NlERgYDTQHbrxCs+xfME0XrofBCGEkNcembAsYTg5703U2PlB+2pt/NYqiJMrhyCOCw7/GKURHq1CvWfviNWQnjEf15hHoxaI/UacIKsftZrZ26/AubrUhc9p2Gbfd8ejyzGvKAct7XP78YMvY75ERNp+cz/Ez21H/fLOHtQDFxFpqMc9U3kQ8/7wc2r/t8pO1KlhLPvqS7EM796y0txTNxv3UDUVWK69Pq4hBibsWjjcgHtiX61d1r4dtY9FRJ5ej5rYFfNxP9RSi22k8zKHrvoY7lPKD6Muc+BYV2krqmIDtoH2p3ARdeBWu7e766+ugbjj3bjH6BlAzWkRkVCVY9PjmJHetfj9BbNx/ygisnkXlln9MvQB6HxIaWiLiLRjO/ngzAch/t2+d5hbFlyJ7VdrczduUL5ptstLpgYPjtbtRT+vi9agrryIyMbH8f2++gJqZAf7cK+XXml9EOTzqj/ehOW67q5zzS35DiyjWb+D9Tnaj2NLJmPPr3Jtagz7X+j7V3OJPdMcX4ltbXQOvl9Qi2XYfLdtiz2XYB84d9UBiLcdwzMhERHvCN5TOQ/73sRR/H5kkUlCZq3Fsyc9prX+yOa1fyX2i94Odc6QwbnmPVc8ZtL43v7jHg7RhMPP7hXCX6ITQgghhBBCCCGEEEIIIVPAQ3RCCCGEEEIIIYQQQgghZAp4iE4IIYQQQgghhBBCCCGETMFZrYke9o1JGExqDcV1ViOt2IhaXKkR1MPRWrhe0QpiTaeBHtVZ3a1E6ePGPgpAaV3iUqNNo1yptNmqMM43OXRVlfRYVKG1SDHON9s00koyKkrjcyv7rZavr3TSjb55Db5fENk0omp1zTBqP0VKx1hERJRueKLy6mkdbocOtYRKN74GCzEctRpKZdUmjOa70sl1ajtrrWr13DhwaA3mlK5WEeNgBeqDJY4/kSWNqNUVV2BeA6XdPXkTlnNpYQd+r+oh5dA31zr4uo+IQ6tbkxrBvGm9YhGRcEDpBCqN9CSVxceOKAF/seVczqr6dujz+/1D+JxqfN9SO5a71kwXEYnnoga6PzyBaXRkzT26fWq9/iSF9VtsteOkV8L+6F2AOohen9KRF1tG3jiWY9yCWmZ+g9X80x4U/oQqV0cfKHZgOuEwvr8eR8IhW79h35j6QI3PHahNJ2K1sD2V90gJJ6Z7bR+IK45Pt9oTgbwK6DHH4YdgxiEVa63/OG3HoEjN3YVajIt19rklZc9SrlJzt3qMX7RphKrJZYa1nvv02uSefqxupomj3aqbdBpOdLFNp6tOCCHkZ07/AzMkyEyuiceW2z3zx66+C+K/evYNEEfHcLJLD1iB5HgVau5qbfKVaw+Ye8ZLuAbLtOH6OT+K+7/oaquPHBXwSCRJ43y3/D27zD1PbEMBYH8E0yj8oBXiwavtZJf7zkKI29/YDfHARkxDRGSshHuMli2Y7tE7lD9Qv93/Viwfgnh8Ha59Z191zNwznMP90IUthyC+a+sFEDefjx5aIiKH1DYkvxT3Q+s3LjH3rLloD8RbDs+E+JqFqJn9H72ojy0iMtivFlqLsYy8atue0wew3FIjuPY6dLMqV98ugPpX4j2/M3sjxH+7+2Zzj1fGexo+gOUcTaDf0+afWA+06jWocV+ZwvebOIWf0X7k+bdDXJWxe9ddD6Nv1pIrMK8HG9H/yn/O+sTl96FG9h1XPgXxnTvOE03zFizrXBf2iVVv2wbxE1tsuxp7I/abmm04jqy+4wVzz2ObsKy7NuLePa7HceOu2z5j0riu/yMQ7/9N/L72CXOLpA5jW6vqwudUN+JefWCpHTeCCWxXz+2ejd9X2vHpPW+/H+J/efIaiGcvVhr/69UZkYj0PIj9NVRHeseutn3Pq8LPDoygh0HzPBxbvvrjq00a5VnHzwhihy/UK4W/RCeEEEIIIYQQQgghhBBCpoCH6IQQQgghhBBCCCGEEELIFPAQnRBCCCGEEEIIIYQQQgiZAh6iE0IIIYQQQgghhBBCCCFTcFYbi5abal5Up/eS6d2sfGWaWM6iCUEQW9OsYBDNSQoz0SAw3WMN5ArtaPgQ5jDdUp0yL3GYKpYz+FmhHuN8s33fYhsa81U3WlM9SCNnDU2LvWhcUNGNf2cJivbvLkEJ81JoUkaMRXz/QqM1OAnyeI2vDBHDXjSaERHxlLFmaQaaV0S1mA+XCVySVl1AmxlG07erWJnNpbsxr3GVLWd/FA0g42pVZgPK/FBEokY0RYlV+9VGealjQzaNemybmQP9ELvMK7UxatijjCZ9ZbZXp/IlIuFhfE7Ugs+Jq22b0P3VV308CRyGRDVYjqkuNA9KKpW5UIM12pT1WyD0LkVDkzhjh83y0hn43Kd3QBxW4HM9x1hTblQmqAHWt1e295xoVikiEg6qtteC41XFhr02jUWz1Af4nFi1GRFrsJjUtGA+hnDcdNVvpPIe5JWxiGNMTw1hv/FH8DlRdRaT8B19vjoFsRcpIxVH3fhqjDPms8o4V88tIiJ+3hrSkp8dicNjRhse67k5DjGOMg7z22plLJpVc3erY+5uxbZf2YBzdxhiG50Yt0bbeu6OU9P/S8YOHQAAsoBJREFURsKLtGGuMudW858XOwtNxdM+1tm3CSGEvLbJXtsl4U/Xc37OzkOB4Pop2IfXzLoYzSo7t6Epn4hI9Xo0HnzLrzwO8Q+/eYW556o7noX4wPO4Jm9YOAjx8F7cL4qIBMp4LqOWpE8+s9Te04zm9petQPPRp8ZX4A1pu74cVgatw0cwb5UFO++m1Bbx2BVqrTKB6+u/vuVrJo0f9J8P8ZMNuF8Y/k9rEJgewbn7uXeiYeA5FxyA+Lpm3AuJiPx9ozIZrMT3j4ftHitULueN9Xj28o07r4E4mmMNMKt24158YiFeU/+Ubc9DF2D9zp2Dpq+ByteRH84zaYwsx7X/F/7lVojnvOmouedwXxbizh9jupHeUp1nz0j876ER45FLsZz9JfaMKLUfy2C8jG1itNoaT1acg8/u+tEciOM2bDNVF+N5gIjIjL/BfeaTS+dDvHKmNbk95/fxsyf/+GKIn3p8OcRp2yRk9bVoWPtCFtv8vmE02xURqZuB7xs+l4V45GpsM7/64d8zaYRvw2vKBTzPGF5uy1lqlTHsCtz/lta3YZqLbf1eOP8gxM8cVHVVtOcq//LEtRDXb8P+2b4Cz4SOVtkxvdCu2t4EPidwuNz6g9jIew5iutkLeiFeeQXWpYjI5n0nvJ9r//IK4S/RCSGEEEIIIYQQQgghhJAp4CE6IYQQQgghhBBCCCGEEDIFPEQnhBBCCCGEEEIIIYQQQqbgrNZEF++n/0ScOpzpPtTM0vrXfq580u8nn4EaOjrNUovVVE73o25voVXp5VYp3VFH3vONeE1eyTJF8/AZIiKrZx+G+NaW5yGuDVAfacPYApPGI9lFEPcnqKkV5hy6RWXUNqpQUk6J0hnP9Nm86zKIq6bRLRaRckut+QzScGigm+eWopPGEln9unDMIax1AqadjVhdqnJrHcSpIwOYRrXVVE6UTrzWyPYL2J5LbahlJiISjKMOV2Eu1q9fsOXsq3uiJtTq1vrQLr3b0lylmT2g+lGT1d32ivg+UQ3qY2mtdhGro27yUsDvvQrb5/3Fql+MYHvV7VlEJFR1kSxQOmOqPWtNcRGRQJW9lhr2HZronir7qBnbVdCFOpDRPNSJdKZRr3Tl93WZe5IaHPcKs62+5InEaauzlurHNuDlVDtrse03UXrlUdM0Y0CN9SMIj2GZ6HeRI/Z948VYn7rMUt2ova/9C0RwHPCjgvmevAbQ8t6qr+t+G6XtWFBSQ1mhUX0/29b92vmHIL6peRvE2QD7ysZx1IsUEbm/E/VahwX7pF9yjDl5/CzMa98J9f5KI1bEFBkhhJCfU1JBJGHg0Ov9Kf/nvtshTlrw2oOduJkNWu1+MJ/H/c/3fnQ5xOe/yepsP/atNRAvuLkT4lvbcT/82Q1vNGlcfCte8/DzyyC+4Vycl0VEHn7oXIiHZuJ6Uu9t656za9Kbf+1JiL9/16UQB47l4si5+KE3hnuZFUvwPOBPvvpuk0apFtfTdUtwbTwxoRYvIlL/RlwfV4a4Fr6yaTfEgeNwJjWs1iLDWN8phwb8U8/j2YT2c5FGbGc122w5z3/TPogPfx3XUWPzbF6zjbj2OjyE+5LcEVzrt92EmukiImPbcf/7i7/xMMQPdFmt/dQubEfpq/sgHtyHdeOX7F626VdwXTn28FyIV9y439yzqQ/LefY5WN9HlFa7iEi0R50JqHViZQ/W1dBMu98vXYT7zvxm1Pc+VmnrZvso7tVjlO6W1ALULm+rt7rxzx6ajfekMfO9w3YvFx/E/JcvwXOF5vuxPR9+o104h4fxmqUXYF0NfQHzJSIyPhPPQD703rsh/oxcDfHyRmwzIiLP3YdjWl0PluvYVaizLiJSUn0tdzkaMlQEOAbUL7Oa9/IjPGtSVSft6+yc0v1OnBuiA1juuXtbIX7uQnseUL31eJlFhdPvxcRfohNCCCGEEEIIIYQQQgghU8BDdEIIIYQQQgghhBBCCCFkCs74Ifpf/uVfiud58uEPf/jFz/L5vHzwgx+UpqYmqampkTvuuEO6u+3/AkMIIYSQVx/O3YQQQsjZBeduQggh5MxyRjXRN2zYIP/6r/8q556LmmEf+chH5Mc//rF8+9vflvr6evnQhz4kb3nLW+SJJ554Sen75Vj8ZFLTS+s2i4gkvtIen0Btai+Fr19utDpNodYLrkadrXDUoY+tdFP9Murw+BHGkUO7O1ZyXkWl9zW3FTW0RUR+Z+YDEF9TaTWUT+QXq58xn/2xiu8cxjIpDVgN+BTKI0mcUhroY6gHFVfaZhcHWAbpfqXL5FmNNH8C68YfV9rV6ZT63mqTS1HVbwfqjLm0q+MM6juHQ0q3qQorL3BohGtN8HIr6qz5eaUzLiISYzqe0mv3ctgWwwmHkJ7W+O/ByivXO7TYlcZ7rMrEU99rLXMRkXBU6R4OjeA9DbZdRbWokRaM4fuUs/i9iNWJT+qx/UZKmzyYsOWcZFTnU03AH7C6anGz1e+GNLWevdbeFxF/TLUjXReOe8oNeI1+f0/lK3ZowAcq3bAX3y+agVpmk5nFQgmUv4TWq/dKdizS9etnsG4iR17TnUprTY/xNZim1tEXEYkbUDfNH1Z9cRnqBoqIBP2qnyhPg6gWn+PSzY8zx+8pl/Mie80lrxnO9Nz9M0HPIb5DzVtfYzTSMdZznYhIVImfFbPY9ud2WL3AD814EOLp5u6312w+6fciIt8dXQ1xedCO7ZHqHvp9TDt2zMOJ+sxzGdQQQgg545zpufvoQL34+Z+us/bYPXOAyzipPITruJKSGF547RGTxr7tqFWdX4hr/w1PLTH3pNX0tr8b163fLK6F2Hds3dcdmgdx+yzcZz/w1EpzT1KHa93nt6N/jszCPUZ6yGp133kvaqD7S3G9WdhjdZmljGvfJINrht2PzYO4OM/uB1cvRB3m7Q8uhjhO27n88G7UIa46jIuiz2Zx/VzTadcM2RFMt/9m3PvU1eOaXETkhnbU775rPWrgty1G/eeeCHXIRUR2PYxCzMGNysuo02oqlyJ8v9w4Lpoqj+H3Y52o5S0iUqn2kF/7IWpX16+x2tUF5SWwqgHXjVs6MB/FbruHPrQd66JhN7aRvitsu1qx+gDEL2yeB/Ftl2809/xoGNeaQ8oia8Ei1FUf2dNu0sg3KT+eEOPmTbYd9V6k9sSqnBc2osZ/52DWpBHsxDEsswbLWde3iMjVV70A8dZ+fJ++C/AcafYcW79Hh7GddN6PdZW70fbXdBUOWl85dDHEo13Yfjf12PqtXY1lMngU77luvt2Ybvr3VRBH6ozkiaPnQDxn5TGTxoHzsa6y23BeGH6vPVdJP44Nae5tOAb0jOP7rcjach6aeXxiKI8XZOffmUteEWfsl+hjY2Pyrne9Sz73uc9JQ8PxghgeHpYvfOEL8jd/8zdy3XXXydq1a+WLX/yiPPnkk7J+/fozlR1CCCGETAPnbkIIIeTsgnM3IYQQ8upwxg7RP/jBD8qtt94qN9xwA3y+ceNGKZVK8PmyZctkzpw5sm7dOmdahUJBRkZG4B8hhBBCTi+cuwkhhJCzC87dhBBCyKvDGZFz+cY3viHPPvusbNiwwXzX1dUl6XRastksfN7W1iZdXV3mehGRT37yk/Lxj3/8TGSVEEIIIcK5mxBCCDnb4NxNCCGEvHqc9l+id3Z2yu/+7u/KV7/6VamosJrFL4ePfexjMjw8/OK/zs7O05IuIYQQQjh3E0IIIWcbnLsJIYSQV5fT/kv0jRs3Sk9Pj6xZc9z0IYoiefTRR+Uzn/mM3HvvvVIsFmVoaAj+Kt7d3S3t7dZsQEQkk8lIJmPF/b1iJF4waWgXV1mzDo0/hmaVUQOK0rvM/jTa3LDUaM0cPGUcGqeUAYgyNCtVOgzOlJ9HksIPOqrs/1o3nRmZJuUF5rMLa/ZB/J8ZNAwo1jhMw1T2g4Iyd1Tv6zRjrVZuNNp8tdbWf6IMWf28SlcZYBbmWoPE1KAym1VtwGWSGQxP006U+aw2UBQRCfvQOEYbXsYZ2zXDYcyrP4hpJJXK3LDKlpkok1NtJJo+gqYTIiJxLV4TjmIfiCsx747WLIl+n45mCIMRhzGwSlcbnKa6rBFFpAxKtdFmMI5tRJvAiogxHNQmsHGjNZ/R5npRjTKXVQbFuh5ERIptmK5um668pvpV3rQ5pypD3YZcJJWq/ao0RETSB9HAw69Dc5ZyHbb5cAcaGImIlM6dB7E2ynWZc2qz4EiZQQcjaFDkF2z/9QpYF7rfhIet8WP5MJpfBdVqXGxU/ajPGiPBvBA5TH9/xryac/ergsME86Wi+7WOY5eBrOou2vBrdo0dY1/q3O1ibTWa7vxnlWqjaTsPaaPURP2sItGvdwo/u9D3ePQZJYSQM8arOXeXeirFr5ycS7w5efO93gCE+3HeKVyEa6MDA2jCJyJm/1v9AuYjusTuf4sx7uebs7g/qkrhum9wrd0/ZNbhGnwwi3HLXjuZDS7HOMhhAVz7pmchfqgWzTtFRKLDytzwaXzuW3/lYXPP13+A5pTZnZg3na/sRluXnS1o3OerZWm83K5jL5uNa/mNfbjOKGdxf3z7LY+bNL70yJX4QT/uOQZ6bF7v24h7RrWsktRi/GDp+XbPceAn8yD+5cVoknlwlj0jePAJNFVsegHrN4c+qzI+23E+oBZFb7xsE8SPfQVNb0VEZAmm88yziyDOzhuCuBhbk99CE5bJsVkYh5s6zD1d87HfpDuwDfzk+xeaexovxv3g0BDmZf9OfE77AmsA2VSJ53N7H0Zz4YFVjjVyGj+76dytED+wZynEcdGeef36Wx6E+N8eugbijqU95p4n70eD4WI77jNb5qEhcc96W86Bj/01NxPr+5LFeBYnIrL7C8sg7lqEY96MNd34jH/BPiMicsWfYRl9vf8iiOdX2bpZ34DtN3Mp7pHD53AMP3jU9qOKHjy/mWjH96//ftbc07ANx+itC2dD/PFrv4fx3W81afiF43mP84756hVy2g/Rr7/+enn++efhs/e+972ybNky+aM/+iOZPXu2pFIpeeCBB+SOO+4QEZGdO3fKoUOH5NJLL3UlSQghhJAzCOduQggh5OyCczchhBDy6nLaD9Fra2tl5Ur8K011dbU0NTW9+Pn73vc++ehHPyqNjY1SV1cnv/3bvy2XXnqpXHLJJac7O4QQQgiZBs7dhBBCyNkF525CCCHk1eWMGItOx9/+7d+K7/tyxx13SKFQkDe84Q3yT//0Tz+LrBBCCCHkFODcTQghhJxdcO4mhBBCTh9ekjjEeV/jjIyMSH19vVy/+CMSBpPaWZHSdhaxWpxaCzeqQd0tP+fQz42UvpXSRPVHrcZwcUYW4nI1/q0iqkRh0fFWq9NUrMPnjM9Tekmrd5l7/nHOjyFuCKxe+3R8dngGxH/7wvUQx7tQg0lEpOqI0ksaQZ2qqi4sd5dGqhfjh4Gqi6jC/r0nmFDpqjTKtaizlu5GrS8RkbLS0A4HlW5+jUPP1z+5Tq7Wck4NYJoiIp7Sb48alJ6ZQ89X63sXm7DNpwZQ7ykYtnp2SQWWSVyN7+fyBdB67bqc9ft7pzCk+EojXGtoi1iN7HAI+5rLByFOYV/SdREUopN+LyIS7O/Ca9qUZqNvhYG9CRQTNHr0Mb6Lvl5EJFYeDf64StPxXO0VoDXPtWeDfn8REX9E+QIUdNu0GvDGf6CE/dW0kUqHp4HuN6runO1Xp6Pbmtb8b7Q6gX5etz1MU489IrbvGc8C9dxUp9VVT2qO99dyVJAHdv6NDA8PS11dnbn255X/mruvO/ePXpy7zxSmb6v+49TcD/CaKINtslyFcSFr++R4O342tgDb09pVVuvwn+b9AOLWwLbb6fiXoZkQ/93W6yCOd9i5u0Z5xVX2YztPjeF4EU7Y8UP3DT1u67FAREx/0T4yhBDyWqQcFeTBLZ963c7di/7gExJkfrpeX221yUtFXBvFPbi2n30Orq8PHmwxaaSVfq4oOeTmLVYf+ditOM/WN+D6sVjGufvLa75o0njbj38b4uqDeM8b3/mkuedILgvxxntRIzzfgflKDdj9vizAvJa7cd3etqTX3FKTxjX4LW2odfyP998EcXYR6jSLiNRV4B7j4DHUMr5+6U5zzyP7UJs7KuN65w/W3gfxp7/zCyaNBVcehHjfY3Mh9s+xevWVGXzfdIhrkbl16DWz6UHUwxYRqejHNd/Iefj+fmjbVTyK+9+/vuEbEP/+o2+HuO55uy8tqC1kvATruzRo18JLlh6FeCCn/L7UQUoUO9azSot9qDML8RVrtpt7jozjNUeexHVltMieeXU0DUM8owbjZw+hlnV9rU0j9RUspG71P8jEFbZuqg/gODE+D/uan8e2Wd1p1+vFi7GtJTtxnRxV2rVpywrsjwMbURh/1dW7Id5yGMtQRCTchmv8ij7labDG7kMzR7EtprGYxVPL81yHzbv+pNyC+2FX+80p/XJPZc0vYztbeA36M4mIbDuIuvAfWvswxP+xF7XZRURGRvGMa+lM1HwvxTiWDn5tlkljfObxvEWFvOz9yz8+rXP3KdhEEUIIIYQQQgghhBBCCCGvT3iITgghhBBCCCGEEEIIIYRMAQ/RCSGEEEIIIYQQQgghhJAp+JkYi542An/yn4gE40XzdbketdjCERTyCU5BIzVOoQaR1ocOKjGe/FDpMBfjk8aFWquRVlZy5n4e09zSjdrlIiKfrTsP4g9kn4NYa6Q/kLPPva9P6bkNYBlWjdkySo0rPfOC0k9SIkx+0Wpb6T/naI1UrbsqIuKVlE6x0k1PH0W9vljrVItI6gjqxGnN5WDMalcXW1EzK31kCL+fmYXYpavuKS1yfwz1zF0a/1G1ansTSphKtbuo3urqJiksaF2GRmNarKatP4F9TWuTR5V2WPHzKNal6zMcwfcXEYmqlTaXypsuDxGRcAjTMTriqoyKWavFXtHRjHlVOvFJbNtilMW+pTWzU93YFo1muoh4RaxPnfeyI6++Kketga7LQ+udi4gk1SpdX2tJm1usl8D2Q/j9YtQmc9VVuhM1DJMKbK+JzoeISBnrQvfpqE61GcdQoz/TbVPWbzG3eOcugzjQdZXB9ztR//z4cxP3f5OfDa468PXcpWI9FlrZQgnUlBGO4jy7q99qwH4xez7E781uhlhrpJ/S3D2k5u4J25/8knofPe++DK1yl+cJIYSQs584k4hUTA7yyR7rl7PwIlwLHtqKetcH96J+sFQ4fJjmo2bylQv2QvxwK67HREQqqnFtO3QMNW8bn8U588+a3mzSaF2AXjazzhuC+K5vX2bumViIz33rm9dhmmlc+//T4+gzJiLilzBvmX5cdHcdRK1yEautfu/FJ594B45k7YczhyBMxnDfsnNI1ZWIlPtxXdE8H/fQf/9VLNfCXNRcFhE59u15EHu45ZJ4m21Xt735UYi/+7WrIV76zh0Qv7ACNZhFRHIFfL/MLlxXVa22XkY3r0Td8L/eeyPEQSW235EV9n2rm9EXbXwQ9wde2a7NtAb64E7UDG9YiuX+jvkbTRrf6zwf8zqK7erxDcvNPbOW9pw0b29Zvtnc8+3HLoa4sxrba1CJC+WfnP8lk8b5h34X4tQQtm+vZNe8yYUoCn7LHBwnHv3uGognZjg0749hG/CVBvpFl1pfgN2DuIbXGujPPbEYYq3FL2K9kpJAnZs49PlbLzmGH/wz5mPo11Df/TcXPWXS+NIXbsZ8zFTnG479fqjO/XLzcMx7y+pnMR8l68e4tYS68N87fD7ELX9pz0RG34qf7eybA3FqBnoLeLNcXoIn/Ledal4x/CU6IYQQQgghhBBCCCGEEDIFPEQnhBBCCCGEEEIIIYQQQqaAh+iEEEIIIYQQQgghhBBCyBSc1ZrocWVK4mBSizboHzXf+y698hPwcqjr4xetllW5rR6fGaLmTirvEEXV+QzxbxWlWqVtXbRaZin1OhV9mEYutJphX/MvgHhDE2rRhT5qLB0dw3cTETl8DHW30r1KZxwlqERExFPSTekRpX+tdFWDnC3nSNeV0noOHFrdSQY1snxVF0kl6iPr60VEouY69YHWhLUiSuGoEr1NYRlpvW8vcmnAaxF4bFe+o4y0hm9wsBvipA3rzqUjL2NYRlGD0gMbtZrZwQS+b7kZ215qfxfmY367fa6WqupBPTeZoUTxRMQvYF7LSnc81Yc6cyIiieprWgM+GEatxYxnNbS070HYq3TW66zetdaWTw1iR4mVRrarXRlN9ADba6rHjnGxykug6jyuwT7gpWwfMH4ExivC/q01HMJyjBehBro/ge03GLWa93EW254eAxLHGOePYfsMhsYwHsD3N/3bgW6/8XlWJ1Dr8wfq/bRuvpTsvBA1HvdSiBwaiOQMo+cQR9/XaA10M5e55m7lEZIewueMddo2+VU5+dxdFWK7PzSKY72IyCE9d/eoudsOHxLmlSZ6SWvAi4odnhmOuZkQQsjPH6XZBfErJ+e07HqrY7tnDur0ptXysfKw0qUetscQhWtQR/yKetQcfrJnpb2ngPsDP8J5d/wGXCvmyvZ8oPtYFuKePajt3Nht57rgItTl/c6zayFufRSfU9Pm2HMoP69CE068mR67bs9e0AvxoUdQL9irxbxWHbTlXGrHdINxjDsP2H1ZphX3Xb1d6hxhNq59G9qxLkVERq/AfUs5h3kLhmxev7zxUsxHNb7f7jHUb58Ys20zUDrTSYBpDO1vMPf8KMK2VvtNXL8ll+D1aYdvnLcLy6j6MtwfRofsWUzuCJZ927Vqn/JlfN8f/Cp64omIpNSZT+tGjI9dYfN6uBvLYMZl+Nw778V6EBGRaky3tgn7RHkDpnlJ6gMmiXmL8Tyj9yeooT2xwu4hJ/qxzz/6NGqgjy9RZ3yjtl1lBvT5HL7Lc3fZ/WBhJe5/B0cwH9XLhiAe6UUfPRExmueROp+qqrPv270Bz1a8d+KYFu3MQvy5Tah/LiJSugDzft2iXRA/m8VyFxHJbcNxMLsJ98MPb0BN/MHLrJegPgOKvoTtd8877dg6Zym2vYP78J7CAI4jtVgcIiISX368ryUTjny9QvhLdEIIIYQQQgghhBBCCCFkCniITgghhBBCCCGEEEIIIYRMAQ/RCSGEEEIIIYQQQgghhJAp4CE6IYQQQgghhBBCCCGEEDIFZ7WxqHjyojlYkrKvYszelEFeVFcBceIwGtOmWekhFKb3HEL1vronakDx+9SEMp1z+JtpU8HyBF5Uecz+/WOimIX42WplgOErE7GCTSM9jJ9V9OP3Yc6K/2dGsZxTo2i6p01TjImoiKT60Ygi0QaIDo9MbSKp60o/J1SmkiIi5XqsGz+a3ihW5y1ScVBQxqoOg8+oCsskziqDyDHbrrR5pVehjFPUc/S7iYiE/ei8oI3ikoytm3IzmmIEY9Z8FL7Xxqsikug2oMxHPYc3XZzWxrHKzLF/yN7UiAYtnmojegwwZoNiDU1L7ZimbqsiIqJMiY0hoRqLEpfpsRp/zPjlyKs2I40rlDmnj2kmVfa5+jmxqitXW4yr0FhEm6IYg1PHc/0iPjdQxsD+iO2vnjLsNOP+8Kj63hoylVVevFgZ8hbtGOCrdMq12Pd0n4jarFFQMH78Gt9lNkxeVVxjjjZvTqKTG28GBVuPqXHscxUD+grbJnMTWYg31ipTXTVs+fnp5+6Mem56xL6wNhb1yup9dTt1mYhqs1F9DY1HCSHk5wI/SMQPJ8f0Uq3dvMaDuDaKUzj+V543CHFFGtfOIiKFcdy7/MUjvwBx0yGbr3wTzqul1bjXiffhPmZ/F5oBiohUz8J7PnLZAxB/avwXzT1hWa19B3F9OTYTyyg3Q63rRSQJT743D1dac86efWj2174L5+qht+K7lOc41gz3o+Fj0KHWAw6Dz1Qr5r+Yx/eftagH8/kU7vVERBrW9kHcO5o112gaW7AMkmYs101HZ+ENo3bP0aHyVtmG+djznEpDRMaUeWW6Hp+bUlXTcCE+Q0Rk5NE2iPPjuH+K2+2e44Y1WyH+yQtocKlLtXtLm2iSWbiHSv8S7l3Dkl2LLmpHw9odBzsgbtti13MD52DbGq3BMstk8J5Swbarg0exPV/7i1sgfuK+Veae9JDaM6vlatir9nrz7N69EOBYkx7Ed/EdR0JxH45xFTOxrzVWo/nuzHo0khUR6RzKQjyuTG697Xh+JyJSmoN78UtmHoZ43fAiiCuXWqfNfBfuLR7Zh/eknq8291SpYiuqrNXvx7w3NNrn/u7iByH+X+N3QJzptW2xswHHp2vO3w7xw88vg3jOm/abNLbumP3if8c5+4xXCn+JTgghhBBCCCGEEEIIIYRMAQ/RCSGEEEIIIYQQQgghhJAp4CE6IYQQQgghhBBCCCGEEDIFZ7UmehwGEoeTGjdJg9Xx0ZrKWqvaaHmGDk10pdvrT6D2bVxvddWSQOkQa11ipX0c5KfXVfVU1ktVNq9BQX3mKR1flICX0EoOS1BQGvCjKh6zeQ0n8LNSLepQVRxDfaSoWml5i0iSPnlTLDVUmM/SPUqoSWmvpoaULlPJilsFSutY60NHNTav+hpfaUaXWlB7z0vZv1UFE6gDqHWoXXrmQQ7vSZTuWKzK0HdoO8e1WI5Gd9zcIZI+gBppSQ3mLanFvqf1z0UcOtM6rzmri+irtlbOqr42q2Xa5wTdQ+q52Db9on2ufr9UN4reaY14ERGvjO1E66p7Ws/doROs24DWSBeHvndUjdp6Rr9cpeHsZ7HSL8+ousk7NMLH8Tl6jLM3OLQz09Pok7nKqA7bgNGab1H65nrMFxFf6eSXGpUm3lGrP6l9DVJ9VvMNro8czx08fo8fW5158hpAexnEJ9cITxzVmDJtXWks2iFHUmN4T5TRY4FK0aHTGE4kKsbv0+N27tZrj6CofDfKJy8PkSm05QkhhPzc0ZAdl6BqcgLKX5Y331/QjJrQW47OgDhKcDKrSVuPpa5DuI6r3o/zYf9axwSYwrlrSTOaghzL4MQ7sTtrksjncD39fx54M8Rexk52LTU40Q6OoGDw3JsOQLxj62zRVLZgGvkjuMco7rL6yHolH/8q7tOqvov7o/7LHQuPGfg+sVqS337jenPLj+66BGK9LRn7Pqp11zuWyr1ZrF/t55JeaTWkB/pQy7lyD+65znvjDoi7s8pXRkQO7GuFONuOHkq3XLnJ3HPPrnMgHp2He8hSC5Zr1zHUcRYR8ZZhP5nfgWZzB46hHriIyOZ/PRfiilnYb8aUfHs8w3Gg0437/UILLlj9w/ZcZd+ueRDPuLgL4q7bbFuMezGd5sewHxWVd0J6yJ5vjC7GPr3+B/j+rdccM/cM5fC5o52Yt4oe5ZNwwJ4Tygwsk4Ly2SrW21ORhSuPQLx/80yID2bwOelWtRgXkWIO29GcDhyvjhxFLXoRkcxefN/nqnFs1YvxwLE4r2k7+d7VscSX0SW4nw1HsEx6V2P9lrttG7mvaSXE/+1a1Ej/0rdutHlRvgbr/xN18SvUvmj72FyTRtMLxy+KioEcNle8MvhLdEIIIYQQQgghhBBCCCFkCniITgghhBBCCCGEEEIIIYRMAQ/RCSGEEEIIIYQQQgghhJApOKs10aOqULxw8hX8okPvU+mXJ0q8S+ubu4grUJMnrkKtp3I1fi8i4pcwL+l+q4d0IlqTV8RqoGeGUC8qzLv+/qHeT8nGaR3mshYUEpHMsNL+1TqqDr2kcAw1wbTed6kRdYzDYSskG1ViOYZDWGapQftc0XrWPpZJcS7qjPkOfWQtAOUrDWk/79CRU89JlIaW1t7Xus0iVje/VIPvn+mz+mbeOOqqldrrIdba3S5N6dIMvCcYx/fzR+xzo2a8J1JtPtWrNLYczy02K40w1Se8YavTFStNu0DpcHuR4/2asa1pzXvRw0To6EdK/9ofwbx5WptdrC6wHmu0znjieK7WFU8f7MPva+w4EebUGKc035MK5QtxFLX4RETKM7GfpI6gNluSwTFPRIyOejCuvCJUfw72oIaciEhp+Rx8rmq/xZnY7kREMvtQ97HcgfqDuk14Bdt/04dRBzFW3gJOzXulhS1Kvz5W9Wn8N0QkbjquExdHBTnt4mzk5DjGJY2nxce1QKDSCA/MgOJIU6URlGzfT03gc2O1MtM+Kr5j7PNL6jlFFRfsPXauUu+j398lmKg5hXI+hWIjhBDyGuNPFt0l1bWT68pv9l1svn9o5xKI67O41h/Zn4V4n9h1XroD7xmfi/PfDau3mnue6UKt8cM/wfVlWslsxxfZfejKWai7vGfbAogTx4nJHy/6T4g/dOxdEO94AfP1uTd+3qTx/rt/A+LKLlwjTCyxea19ATXBSz9ADfTKt3VDnNrcZtKQRegrVrER177ffczWb+2g3rvi99e/fx3EDxzG9iAiUhPj+4124V6vvN9qKkuV8l6rx3XGpsMoEl7st3rfUonrnb9d+S2I33s/1oOISM0+rPQL3vI8xBvuRJ1mF294O2rL/3An6n1XbrV7u75Lce+ydtl+iLfdg+UaO9aVn7r16xD/f/e9A+LsLpvXwXOwnI9tRx15470nIm+84RmIf1SH7ydFzFumwXopyCi257oDmI+BcbvvLpeV31Aj7kPD2fictmp7FteQwc8OfXkRxOOz7Pseux/7tNeg9p1t2F/r77J7yvHbcb87+l3UQE832ueGqtgmdmM/8WfiBdX/YcfWBb+3HeKNP0St8ve/G8czEZH/+Ltb8IM34TnCeA7rLjpmtee3fgW9BZ6auxzipddj+xYROTaqfA2UD8DSRjwPeOYQjvkiIv0Vx/MW5yKRL5tLXhH8JTohhBBCCCGEEEIIIYQQMgU8RCeEEEIIIYQQQgghhBBCpoCH6IQQQgghhBBCCCGEEELIFPAQnRBCCCGEEEIIIYQQQgiZAi9JTsUF6rXFyMiI1NfXy/XLfk/CYFI0Xhv5iVhDx0QZQpazaDwR5KwJnT+KQv1RoxXMN89VxoSiTMGiDOY1Sdm/ZWgzMm0sFqftPeUqZXip7gmU+Wqx1lFmyrCsqgeNGsoV9p7MAJooxOp9ooqTG2+KiIQDaHAS1aPRRrDtgM1rYxbvaUATAj+PeS85DAO1+aw2kvUnXMai9qMTKdeiyYLLADPVhS43SaUyrK23RiPpQ2g0WZzXjNnKoZNsMOQwtO3BNOL56NQQ1VkTyWBMGfD6Jy8Al5ljksY2YEx9PWuiIWXVf1PT+yAnqm/pMcAfQFPJpBLravIzLIMkg23iVN4v6MX6Lc1sxO9HrFGQF2Fe4wpVFw4zUq+Ida4NTMMjaAASt2RNGrHqn6dizqnf15jNHsX3j+tse9bmgnocDAas2WypIwuxr+q3XKXyMWgNbHz1PtrUNm6wpkb+BKaTjOJ4JY1o4JJkHG31hDZejgry4PN/JcPDw1JX5zBR+jnlv+bu6879oxfn7jOFnv9O6ScD6h5t9isqTgKHQXCo5mp1TZyyY502mjbP1dl0LNu0Gbleh/hlxz3qGtP3laGuNlAWEWsk+jKMRV3vQwghrzXKUUEe3PKp1+3cveBP/o/4FZN751KdHbfTw2q/q/wdV1+GboYbds03adTswLVv6YJRc42mMOBYY55ApjEHcXWlXYMPHMlCHA7jfiKqsY7Yc5d0QTxexLz372qC+O63/D+TxoESPvcjX3g/xK3XHTH39Dw0E+KJ+biuvW4VGgg+261c+UQkehT3JYWLcC088wt2PzgyF9fY/RfjcysO4z1X3PKcSeMnW9FUcNXCwxA/v8fmVXu+a351LRqaHs41mGue/i4aXk7MxPp8w+WbzT1PfX41xNf9NzQJ/fG+FRD7z9gxoXE77tM6b8V+c+vqLeae/9yKho/pKnVWEalzlm7b/r0WbOPBfuyMiWNNnBrDgi40Tu8CHzWqs4dB3P80bMU08022MnVdhMpcuHzUGot6rcrA8xF8v8ZfwnZ14BnbrsJxlbeZ2J7DWrv/jXrxOZWzcHyq+QG2gd6LbRk2zBmEeHQM6y/qcoxnzfi+ty5/AeKHvnEhxOOr7P43UQa0NU3qnOiJrLnnordi+9zSNwPi31z4KMR/8dibTBrpXmwT2R34/QB2IxERqTqGdVNzDMtxcAm+S6HZlnMSHO9rcS4vnX/wp6d17uYv0QkhhBBCCCGEEEIIIYSQKeAhOiGEEEIIIYQQQgghhBAyBTxEJ4QQQgghhBBCCCGEEEKmYHqR4dcwSei/qEkaVVvtLq0rmj46hN83K40lh/RTUoW6rTrNcNhqDkVaE1tpgGu5U6ccqPpQK0hFGfv3j3BMiaJq/VYV1+22OnPFJtRhKtVgE6nosjrb+VYsx6q9AxAHSmPaWVdK0z4YwXKNl8wx92j92lhpRnsxVmhql9WVi+a22XRPTKNk9dvjGsx/2I36z0bvu4R6YSIicS2WmT+qytWhiR61ZiEORvA5WlO63IIa8SIivtKm1pr/Loy3QKUqZ+Ul4PIniNVnvmrfrntE6QRr/d5Ch32/QOnChzpvdehpEFfZtqh1xYMxpfnvuCfsRK35qAO1Bo3WssvDQbXXuFLpm/dZjfBEafib72uwnRWabbvK9GLb847iu5QXo/6ZiIhfxDYRDqsyymI5Jw49Q19pwOthUKch4tB5Vnr9aRXHVbZ8ohSOz77Sdzda2iJSakPN81Dr82s9+yqHft8Jedf+HORVQM/vp1AFxptEf+9cNGD78ZXOuB85NNGn02LXz3UtGtRHRt88dtwTv0QNdOdzp9Ezn15SkxBCyFlAqTYRv3JyzJ97zjHzfVMF+sXs/s4SiJfXoob4hsRqoo/PwfVUaw3qmQ9taDX3pJbi+jg6pta+SjM9qnPtOXAuizMYn7PikLnlwACu9SOlVd2+vAfi9/7B79nn/jpe88e/9k2IP/Hvv2Ru+av3/RvEH//f74X48a5VEKdX4j5VRKTQhO8XPo++Yft/Se1lRSSsxLpob8BzhO7xFoi3/g3mQ0Sk8m12LwPP6Lfr9pqlqCEt92O5f7PzaojT9nVlbDnuB2t34HMix0Zl9Fpsz9/ZcAHmqxW/n3vzfpPGjlXtEFfuwLb4Yw+12kVEQqUrnszFvMeHsX3H9facYXbzEMS9OzsgLrTa841yNZaB1kj/v2//krnnHw5dD/GhI6g9PrJAPWMutiERkaWzuiHesW02xA2L8FxJRCT4DvoNDLwB050ZYpmVmx2+hyVsA/MWYF/seRC9B0RE8q24qE1UuxmdjfHnbv68SeP9P/4NiDseV+eV77dj66FubPM/2oB6/akLsF9Vpmz95rqsNyB8v9rWzbZBPCcbegHL/ZM7boe4ar49W/RbcKzpaVL5COw+ouo8rPPBJzEfobImy8wfMmmA1rw+mzsNcCdPCCGEEEIIIYQQQgghhEwBD9EJIYQQQgghhBBCCCGEkCngITohhBBCCCGEEEIIIYQQMgVntSZ6VJ0WL5zUtw13HzXfx3NQN6287wDEfjvq3PqdqNUmIhItQD3gcBD1g/Mz68w9FYeGINa66uVq1GDy81a3SKO1SlNjVv9K6xTHSiNb6zKXlXa7iEg4jukmodJ3zVlNqTCHzy0rraM4o/TO8zbvSYDXJEqn2B+xOk2J0lr3Y3zfRGmk+2mrZa01X4Ne1HLSz3CRVCrdfK13HTi098KT//0qfajPfJaMY9srrpqLjxlX+t8OXV1PlX25CXWngxHUthYR8SdQN72sNOE9/SqOV/OVrnpcU4FpFG2bkP1Kw76tGcLUiNW30n1LtyOtxx9s3GHSSC5Yhnkbx/cPcva5cZMaB5ROsNbNL7fYcSMYxLbnZ5QuoEOr23gJ7FdjWAM+p3Jfv0nD6H2XTq61LyLiKy+IuELp9214HvO1fLFJI1K6/9rTINVjddXiZhxbEjW2/JdHxov5LNh2pce98CjqrpVnKD17EUmUPn/UoDwNlNaa1qOeTOSEz6aRkSY/I7S+t+pzRlfcVY9aZ1x7kzg00U3XdvT1adF516/i0i7XeZ1OA306/XMRaqATQsjPKbOXdUlYPbmGKn6uw3y/8WZccy1+GoVr1/8CaqDPvNvuj/p/Cfc6I0/iXv7Tv/YFc88f/eP7IB6bgxPRrWufg/i+vUtNGl5a+fTkcT25da/VR84cwXV6oRnTODqAe53su4ZMGkNHcM35d9F1+IwhO+/+R/dlmMYtWM7XLtgN8SMHFpk0SlnMa6kNy6xmu93/js/GtX53Ua3Ba7H+i7UOXyKlG7/3HhTNjjrsmYjvY97GW7FMik34fVRp9y3pOr2/xbw98/nzzT2tA5juWz9+L8Sf33k5xG0Vdt+y4xju1duuwr3t4Wet71TVUeW/txz3XEMh7kG8jC2zo/24t0utUnk7an2n5tyL6QwswzL6w013mHveumQzxHuacVxYvQJ14gc/Mc+kkf1TPOOp3o/tqtCJ+38Rkdx5Spu8jHV+4AfYrmbcZM/4cs+gzvaBg6jp72hGEmfxrKXhW7gvHVqI13/0H/6bSaP5xl6Iw/sbIF6RtXk9shHbSdyK+Zjzr9g3j1xp9c+zF+AZwLIm1IB/7q7l5p6q6/GesnpuVT3WXe6w9au77EI8a9n1A3zO+JtGzD0L6/G5z6/F8WhsP7bvIOfwuCsf70exY+/1SuEv0QkhhBBCCCGEEEIIIYSQKeAhOiGEEEIIIYQQQgghhBAyBTxEJ4QQQgghhBBCCCGEEEKm4KzWRPfLsfjJTzWRWq2OrT+KGlKyBIWKvC7UKZbQFoc/YTXATyQ9mDefaQ30OI3aTl4JdZzCEZuG1hg2+XJo/YrS4fUC1AdK1J9MwnH7biavRcxrqclqaLnSgecG0+uqxxmlqaz0keMmq+2k0brxfh6fU5rVZO4JRlEjLUlb/Tb7HCxnXSZGN9eVhtYIr9Uay1abXGrwmnAIr4mUVrlTe161K1+1RX/cpT2P7Vm/f1StNKZd7blK5a0Tdbii2ah5KCISnYf9NVR15Y/bMorrVZufRlvYWzDHfJZS44JXwnIsOTSzU52oYZ8UlG56C+qd6XYnIhLXYf0Gw6hxmGiNdBGjP+wpTfCoGvUYXfrmojSb48VYJnq8ErHjU1SJeQtWr4C4mLX+C1rDPzWIbS+uxbyLiKQOoo5caS7q1wVjqk840tBlEDejrprrfUM13mot+lKT6r9Fm4afp1j0awpXdejucSoa4ApP1Jij9fGN8LgrHy9Du2+aecf52OnejxrohBBCfsqx/nrxcz9dV62x81TVblyDH7kG4/BHuF+qStkJJNqD+z29G/6th37V3OPNxz2V34xrwZ0juMdIPWf3lGWlxe2X8P3SPVZzN1BbpsIMtadSWtXDB7ImjcqZYxD3D2LeZt5u9ZGf2qqEl0Ocq/eM4Nq4fNC+b2oWas+3NKBmdqnd6tWnlJ55sYy1M9GJesgVb+02aQxvRh3qQuP064zxHO4hLr8JfZd6C8qLLbFt8+Ag7sNGz8F9WuV+W7+j8/B9/279DRDfcu4LED90wPo/Je3YFruG0Kuq+rDNa05pvifjuJfpWI576N6NWKYiIt5ibFfZO7Hv9f8C1r+ISOsfo177oWdRSz+127aja9dug/ir/iXmmhM5erk93+r/Lmpkp8fw/SveYttR5bfwndNjWH9952EaE8/bMkqW4DV1L2AaRWtfJlJSe0jVTSYW4N62ssGeqyysHYL4+V/GugmHbV7LM7AdXboQtebXvQvHhN+8+H6Txr/vwLp55lH0gCsttp5vo/+BXhBLfrUT4j1bZuH35+H3IiIX12Nen7hkCV7Qh3toEZEnj6JvhdeAefvoG34M8d09K00a2w6coCPvGBNeKfwlOiGEEEIIIYQQQgghhBAyBTxEJ4QQQgghhBBCCCGEEEKmgIfohBBCCCGEEEIIIYQQQsgU8BCdEEIIIYQQQgghhBBCCJmCs9pYVJLkReOrUkOl+TocQxF6v38E4qgdTSbKc6xhYOYAGgaWZiiDQIfxqDYz1EaTgTLWLNdb87twEA0fYmXe6JWtGYs2uys04D2VR9A0RBtCilhzzvDYID6jyubVm0AjyagRnRhSQ2iQKKE1KwlH8H3LbWj25zJN0yaowQSa/2kzS+33JiJSakEzg8zBAYhdZo5eDttV0IfPLbe4nCiQsBfbYqLKJK63JgvGkFUbxSpDz0i/v4gpg9R+NOsoLWi3eR1CUwx/EM1KkkZlNFKyhqZBPxpixK3Yj3Rdioik96KZTqKMVb2cNeesKGIZJcpYM3VsCOJI511ERNW5MaLM2LyaflGv0j0Fg74kjcNxuRkNeoJxa/gRV2FePVWuXqxMjoZtmUX1OHZq7w3XGOd1Yt14M9G0SfebVK81sBFtHqzNZw+jiaiISHmuMofah/mIOpoh9oto6iRi27MZJxx4amzRZpGBehdtHCwikpxg+pqcAYMTchqYziTzVIxH9Wd6PeAaCrQBsjYjPRVehgnqS76HJqKEEPK6JU68FxeJ51++23z/7BY0t2t8FifN0ZtwP/impZtMGvf84xUQV731GMSHd+I6UEQkSeFcFhdxnb5nD+5tWq6w60v/ITTjHFuo1n0D9neH+RZ87k9u/DTEt33hDyGOlqv9sIgUcrhebr0b9+aDMzrMPa3d+Nzei3Fy7v8hmv2lcTshIiKVu3FPNXwzvm8U2fddPeMwxOs3oUFg7dxhiDOh3Q9+4Lb7IP7K598AcbHO7rH8Y/gCzz5yLsTlG4Yg9hwLrfAnWYhr0MtRJlZZA0j/CO7tvADTvWf9eRDPWoKGnyIigY91k/sS1mf7+/eae7auWwBxxTO4p+y/GPMRjtk9RfgkllnvWszHyg5r1nnoX9AYtWomtoHKHluuH/3Mf4PYW4j7n33fxjRLF+JZhYhIUZnY1jRjP7ml3Y41d7Zhnx5SXpW+2oZ5rvVrG+alOAtvivbaM4JVS9E4c+v4PHxOUfWbTfZMaNdaLMfKKtyb79tjz2Jm3Yt1/NTVaLxZMRPL7PN3owmuiEhUrc745uM9bXfZs6fC2/AccOQLOLbE12KZHeizZ6l///QbIU7NVWcCro3RfuygSQ774udrL4d4eNjmPVN9/Nwk8uwZyiuFv0QnhBBCCCGEEEIIIYQQQqaAh+iEEEIIIYQQQgghhBBCyBTwEJ0QQgghhBBCCCGEEEIImYKzWxP9BNL7rQ5V1IG6PLHSKfaUxnS4eadNeBZqV6U6+yEud6AGsYhIMIoaS1rPXGuXB2NWp1gTVaiq0hqqIuKPoJ5XZvDk1es59FATH9PVOtRRtUM/eLvSqmpbhc8ZQ+2j/DkzTRIppdUcjGLs0o1P9aOWU1yBefMnlP6Rb/9mFA4rHfEm1BDzx6x2V6x0trVmttaujmqt9nzUjBpZXgHbotE/F9tuvALqUOn6DPT7O4jam/AZDqnmcp3ShEuUPr/W73Vo3ifT6AS7tHlL89sgTh1FXS7nPR3Zk16TUlrVTm8BlbdE6V2ne62modGwj08uHhynbd/086gdGA6g9nxJ+wSI1ffWbU1rc7v6vPZB0G0vrrS+ANKBmpTaXyEcxnwljr7nFfF9dR+IW7L2HvU+0WyljanqU4/xInY8ilX71t4CIrYM/GGVRhbT8B0eDsEJZZJE04/55DWI7tan8jOEU9Edfzl65mcCap4TQgiZAk+OWysd+vxi871/E66fhparNelB1Ll94t8uNmlEi3ANnvsG6gNX3oaeUiIiySZcH+eX4PqyphXX7UPPo3+OiEhKLXWXLj0C8a5q3JOIiNRsxrXfLev+O8ReWu997Fyfzaq8LUafomg57gVERGZ9Ete2w2/CPUXV41jOf/7bXzZpfOSpX4I43I770lkX4/uLiGy6bznEyRzcZ44dwHoYqbSa0p/bgGcAyUW4ng52W23jCfWcJKv27tvwudWr0N9MRGTsCiznqAvLOThizxlK9bjnCLvxnEFX5+HdVq9fIrWnvBrTnKXFu0WkYRX68UUxplEYx7zGNbZd+eq5sdp2jpfteU79e1Hzvvid2SpNc4tc8svoazBYxPp7TomVJ2OOsymlNd9cg3X1zXvQJ0FEJFyjfP4msAOr15dZbeoMQUQ6D+MZSPVTyifvJuudsH3dfIibVF319eE5khfbM5GJURwXU51qnJxt94jHLsNr2pehpn3/UzhOJtV2QZ/uV/5dPdg/ey+w98QDOJZkbldnIEPYFqP9ts/XK9n/8FxMY2AL+lGIiMRzsI9XPof9dcUV6Im2ObJni/HG4+OCV3CcZbxC+Et0QgghhBBCCCGEEEIIIWQKeIhOCCGEEEIIIYQQQgghhEwBD9EJIYQQQgghhBBCCCGEkCk4qzXRvVIsXjwp0FRcYLXKwsGcuh410qRH6ZtffI59iNadVjq+Wi9ZRCQJlHa10vEt16IOVaD0g0VE4hrUGAqUXrKLuAb1koL+MfU96glpDebJzCk9JK2z7cirnIN6V1oOWOtu+y4dat8hxn0CWrtcRCRRutJepMS6lA5zKevQVVdtxLy/bjMiEuRQqyquR70oramt619EJK5AbaZQ65c7NHIjpcusdeO1zrbn0OUuqzJI70UvAT9vteiiWqUBr9p8MIDaVuVmq4cVjGBedT8KXWVUhf0kakHNO+0BIGJ14LVuvBRRR7DchHUnIpLq1nqLqt0UrNa8p3XUU1YD7UTCfqtxmFSq923EckwC20e0BrrpR4Eanxx69WZ8qsdxQuubi4jpF4FqE96gKsMsasS50kgq8F10uxMRiTKY/9Qo1oU/rnQSs7Y9JxXYjvT7RXX2ubqvSVr1xXFsV9onYfKz4/0zcQkLktOKS///tMNqJIQQ8johGsxIkp9cq634rRfM9489thLi9DCuSZufx3Vf058cMGkcPToD4lI3rknn16MWsojIwXrU85YhXKP99oX3QPy3z91u0igpnd49XVanVzO6CteGNc/iun1ssfLlGbLryxGlE++ncO0SbrV7qn1vVeubBPN+7EYs558MrzBpVFbh+rnoY94OPWM1hqMWXPT4w7jvjKvx+1+95EmTxn88hvrWSQ7TqBw2t0jVMazPoZW4F/CVvPdgvy2z8xag3ve2gwswDYeNWPs8PCfqex41z0sNytupZNf+b7tqPcQP/v2lEG/txDMUERH/PCyEdtXmC4+jpn/HTZ0mjQPPzII4PYR5O7QOvxcRKc/DPVRwFerVh1vtnvm+rXh2FvRjXVUN4Bhw/Ru2mDQe+d4aiA/4WM61vXb/m/PVHlnVhfjYRwYeQo9DERFvNrbXsQtxP7gii3rnIiLbl2Pbq0phH6+sUZ5+VdYXz+vHBlu/Gp8zstHh2TCCZXC0Bq9p3YPvO7LA4QOo5MxzbXjPitUHzD1vbt0M8V+/cCPEVfvVfvhiqz0/NFudT27CsbX+POxnIiJDL+DZYSGLeX3iBfTkqG7GtioiUmw4fg4W50+/6RN/iU4IIYQQQgghhBBCCCGETAEP0QkhhBBCCCGEEEIIIYSQKeAhOiGEEEIIIYQQQgghhBAyBTxEJ4QQQgghhBBCCCGEEEKm4Kw2FhXPm/wnIsGYdYTwJ9AgIa5C04zyirmYnMOHzMuhYUBUh+L44aAVsvcKykhkAo0K0jk0Q4jrrfmdNl7UhpBe0Qrka1PFpFrdo4zWoio0AxARCcaUWWUKr/H1u4lIqRHzH45guXuRMic9aE1hSh0N5rMTcRo1ahNQZbzoHUOjhnQBDQUn00BTidKsLMS+o4z8AtZNqV4ZJuQxzdRRa7IQKCPKqAHNOnSZiYj4RW1gotpIkzKE1KapMmnGeyLFeWjuYIxWxfaLWJlVllrRNNJpHFuBQ00SYX3GrnIuKtc+le6JRo3/RTCgzHTrsG2WZmYhTvXZ/qvNN7Vhre5XIiKeylusjCU95bbrMl/VaXgRxqkd1jgmntsOcaDGq3IW20SccZRzHscN3X+1GauIiGTQFEWbzZbmo9GzX3K0CYdR6okEow4zYU8ZLvehgWmUxXINxh1OQX3YH0tL0DwptQPNh0REovlYznEltr1wSI15Bfu+/gnP9WNHvl5HJJ5nDJjPRl4V81JCCCHktUDkTf4TkUeeOcd8XX8A5/XxWThH1n0E17GjRbueTvbhfmjuBUchPvaQNUSsUdvKqh7Mx98fuR2fsdbuQ8tduF/4xcs3QLy+d56559gu3EONzVPmhmXMx4LFXSaNAy+gkWq5CdNId9t1+6qrdkO8aeMiiFMT+NzHv3CBSSP75m6IewTNWctZ65wejOFaP85g/XY8iPunbx292qRRrbaZH3gPmr4+sGiZuWfrETSF/L8XfA/iLx69HOLD351v0ti/eSHE5TW4bk/G7Z6yqysLceUoluvtNzwD8Z0PXWzSeLoPz5oW/sZOiJ99ZKm5J4mwnOfU4L6l5Rdwr7utF/dcIiIyGwu6MIbtaPniI+aW/X1o5pgfxvONpMauebMb8ZrhpdhubvkVNJf93r1orCoi4ldjuv44tqOxOXZPFao2XtWI+/n8BO5TO260e+jDA1m8ZxTf5dDfWNPXoduwf04cwfOrjouOQXywzZ7xVRxVRrlb0CS0Ysjuj/ItqoxqcG9e92v43KE+e66WqsQzvgplvrp14zxzT9XFuF/NPIpnPsPn4fepHVmTRusmfM6q39sM8Qt/fZ65J/MO3N/fMBf7zQ+fWAvxxDF7rtL27PH/jkoiB80Vrwz+Ep0QQgghhBBCCCGEEEIImQIeohNCCCGEEEIIIYQQQgghU8BDdEIIIYQQQgghhBBCCCFkCs5qTXRvoiDeT2WTXNqkRmdaaQ6n+sfx+lqrzaa1yINx1CCKq1BzSUTEC5SmciVqLBVbMF/pw1YzO6mZRt/at3//iKptXk4kmFDaxg5NWl1GidJQLtVh3kWsrnSs9K/LdZhGKnboBedRY0rrJXvjVh9Za8n7SkNZax27dPM9lZdwqGCume6e1AA+V2uXJ1W2Xel24+9T2mStqEsmIiKqLmLVXsN+bCMuHXmtee/3DkFcmmd11fT7pLpRp0prokvs0HNXev1aq9von4ttA7rvudpvksYy0u05fGYX5uM81BEUEQl78P2SaqWz3W+1FKN67Bdam13351T3kEkjUX1L92etf+5E6aiH2w/h9652pTTgSw2Y16DgGFfUeOsrLXZ/HNuZa2z1dX9UQ5r2WhARSR8dhjiuxbxq/XqdTxERr0rdo9qrV2OfGwxj3/IiHNP9Ufxe50tEJG49rk8XRwWRbnPJ6wdfzvyf8O00c9px6bpTJ50QQsjPIzWHfAkyk5O3V7bfD63CD4NRXF/uvw+1qgsrrS/RkktQuXb7DqWBPt/u5cp9uPbPteLc/Cu/8CDE3/r360wahcWY9x88fBHEUbVdVCw4B3WI4wSfe2Av7qlSvt3rhEpnO27FfNz+RtTdFrG60kkHrrkvuXgPxBvuWWnSGOzE/YBfgWuXmr32iCi3GuurYjuul1f93iaI79tkn+sVcPH3N4/fhBc41oZeDj/8/Yd/CeJUn/LdmunYh87HM5+Z38B1et8qu2fOo1y9FJbgWv/OBy6BOGqwHlKdW1DPPfcsxo3v6jX39PSiPv3TP1gF8arbdkAcx7bQ/H34fvMuRm+BvT2owy0iUq00s+Nu3P8mjropKOntUOnmP/U/LoR45oexz4iIDNyDBe0twT10xePqnEFEhs/FcaDiCfS9i5dgPxr8uvVSiBZgXLUU9/9HbrN7V1F9PCio/vtPrRBXrrD9qFSL7fPCK7E+Nx115DWP6QSdmLfOfbMhDlfifllEZGSXqiy1hfnl658w99z5zSshzi/AcdAfw3y55oVcE7aJznHMx0SzbVjxRqzPH46eC3HtPuyvowvt2NpzwhAe50XkWzZvrwT+Ep0QQgghhBBCCCGEEEIImQIeohNCCCGEEEIIIYQQQgghU8BDdEIIIYQQQgghhBBCCCFkCs5qTfRyY7VIOKkJ5EVWqyxOo15O+ugQfl+DekKeQ8o0KKDGjp9HDaYksBpaNh9Kx0jrf1c7NJcU3rF+/KChzlwTK/32zN4eiItzUf8qHLX6394AaihFjajd5ZVtIWldWP2+4QhqhscVDo1l/eecWKWZtVrsRu9YaTsHWqe5aIWadF71Nfp7EZFyHZaz1tb3JvB9i7OtDnWgNMKlDesmCe3ft7wc3hM1Ks1/3+rzGlSySQnLKOxFPTARqz0f7dqL91Sdg/mYsO0qymIawbh6F4e3gF/CvhcrTXjfoZOvn1OuwXQrhrOY1z7UXRMRKXXgNbq/6nFDRCTJYNuLA6wbrQmf1Frd7agWdba1nnucsW1RXyMBVnBpxVyIU732fXX/Ne0579CfbFHjT1HpAKaUPmHg0DtTdROocSJzaMDeU6d8EPqVfr3yn9Aa+SIiiUojHFJ65nWOuqlRdaPapm4zrvnoxHsSf/p54+caT5yeBqfMqeiOmznl5T+OEEIIeb1TuHBM/KrJNXEpb9ekM9uGIM5/GzXBRxbh3B2X7Npwx0Hcd1Z14nOKdY75X31UbMN1+7f2rYZ4bO70C4K2pzAeWmjf99JL9kN8zz9cAfGF70Ufpmc2LrbP2Y6ZX3j9AYh3jlivKq1l3NyMXk1PrMN9WTzLanVLqDzQ1Dq9eIHdL0iE15SrMe/371gOcWrQoQfdoveduE4vN9m9+rUXbYX48ftRI7wa5b7lvPe8YNJ4ZBeWfc8a9S61tk1UHcL8116B+5LxGuX/FNn2nAtw/xAWMM2Rn6CGtoiInIf7oRmP4z7lqdno51V90JZzcCHujw5uR1+tWUvxjEhE5EhPFuK4Deuqaq/dqydr8Tl/svIeiD+z820QTzyohOZF5PJ3oJb+Q/uwrkbn27rJtmD7HFmNGvDpA7hXH8XtsIiI1K7Cs7WhYdy7z52pzt5EpHcUrylXYPud84fY5/vvwr4oImZ/suk+7DcVfY5brsPzOW8Y37dUg32xttKexVQtw/oceQ7Pp+76N9Q/FxHJLcX9buMmzHy+2VOxravh5fjZ+HqsjPI5Vs/8/HP3QbyjB8fBhW/phLhzROm9i0h/33Et/STnGANfIfwlOiGEEEIIIYQQQgghhBAyBTxEJ4QQQgghhBBCCCGEEEKmgIfohBBCCCGEEEIIIYQQQsgUnNWa6OJ7k/9ExLMSWpLqQv0go6c7hHpKUUOtaLRGdpJCLVunJnqgxMqUfmus9K7LzVaDN5jA5wYzUDM7rrRav+kefJ+kBvWStNZxXI06XSIipYWoRad15bVGvIhIXIV5CYeVxrDSshaX3rfSGC4rffdUj0ObTWuxK11trYedOWJFpvy6GrynGeNwcMLcU65X5abqtzQDdZlc2vO6HUkJ69sfdehQz2zEdJWGtJRV3cTTa/6Vl87GNB0a4b7SBC9eswa/78MySqpsu/JiJVioyky3GRGRcoPqrwXVyUPb97SmezCAbS2pUnrmvVZ321NtQJTueKLbs4iEXUN4TTX2Pa1x7xo3fK3hP6r6UXu9uUej+5oXYTnr9i0ikqjhSnsJeLqtiog/gdeUm3Hs1PUZDuDYIyIS12EZ6fEoqbHtKFDpRm1ZTEPlNXD0Pd32EjVel2sd7VeVo/EOUH2trPIlgvr1Ls301xOJ50lyKh4OP8X4lWg9dZdGuv7sVH4y8PquFkIIIWRK/CCWIJicKEujdi1cvh/1nUdW4PdNW3Be7qm0GsuZfuXtU6vWsfV2HyoV6rMypjGvYRDidy5H3WYRkU/vvR7iY1ejXnB2ttVH/vaPUAPdn41rk+fvWwqxt8TudZo+0AXxVQ2oqXxPrypEEalcOgTx8LPqjKAd90uZeushVezFPdbbrkQR+B/eeZm5xwtVXSzEdH991TqIf3T/tSaN0XlY5wuuR1353Y/NM/csvLgX4idLWM51v4ii6A8/ixrTIiJhFvfVqTFMo/aguUVKt2G7GdjSgmmMYBqBQ3a5Wq09m38bfcUG711o83oU9yGXfeZRiA/cexXE4/PtIZif1/tBzGvPU6iRLiKy/KoDEG/vxGu0Br6ISNVD6JH11+veDnGsHtOw0/bffaPYfkuj+P7pGfYsRu7FMxF/jjqLUd4JSZV97uB+PK+p3Yd7SO9We0bg+5husRXL/tAopjn7BtuwalK4N924ex6mmbXHs/4eLOeGq7BPjGzEMhx5wmrtx+ehd4Iswr15aZkto4rNePYwcBX2+eYmTLPwAuZDRMRTyUYVWIaXrdlp7tk1iH0t/Qi+/8Einjvkb7KefjJ8Qh/IOeaNVwh/iU4IIYQQQgghhBBCCCGETAEP0QkhhBBCCCGEEEIIIYSQKeAhOiGEEEIIIYQQQgghhBAyBTxEJ4QQQgghhBBCCCGEEEKm4Ow2Fo2TyX8iUq6xBieZfmXoqczItPmfMQQVkXIWrwnG0AzAH7dmHcacckgZiah8pAat0UhUrcxWXMZp+h5lxKeNNdMD+Bx/1ObdH0ZntTCN5eoyNPUn0Kyj1IhmJdqo0B+2BhGJek6qV5mgVlnzGZ3/OIPNOTWAz4lb0exBRCRS6WoDRJeJpKeNYpUhojHALFu3On8C21FpBho3hEO2buKMMk0cOblppG6rIg5DU/0utcp4U6wpZmY/mlnEtdUQl7I2Dd3Gk7QaerTrhFhTV28CyyRxGIsWZynzVWUs6Y2pvtaKxkEi1gTV9HHHc5MUvo+XU/U7U5nNalNYEWt4WYntynO0I6+kPlNjmDaF9SKHsYZKwh9Ck5A4aw2XSy3Yx9OdaL4T1yqzZMfYGqeUwXIVlmGmy5qRmjSU8bHueyWnaTOOR7qfnIoRcNSMBif+EOY1PNRjM5s6Ppb4scPw9HVEEvpmXMELdKw+UH3Uk1M3KZ0yTRH7swIajRJCCCEiIlLoqha/cnKNP2uJXed496IZXDiB67qJNj1X20k2tRbXk+XtWYjrdtmji6qb0PRz6Kk2iF/IzID4zx57h0nDXzoGsVfAvHrG4VwktQLN7H5n+UMQf/KR2zCf29S5g4gc3Dwf4r9umgdxPNeeEYR7MJ2Lb9wK8WM7FkMcbLLr+KAB3+f7P74U4uI83NuLiFTvwj3zoploivrv918DcXyBLbPWxbiH3Pswvn+x3Zpk9pQw/6VluD881KX2fiN2n5buxP3AdW/bAPFd69aYe94xF8v1e1suh3jujQcg3vH8bJOG34zr/VwZzxWKK+2ZSE017hF//Bk0EpVFGL7/skdMGp9/CE1dPZWPYmjPVXY/Pg/ibCd+X6y1a+2L3rMJ4vueWQVx7R7sr/3n2LqpzmF7rtqHZVSutn2+jEcPUtWFebvol7dA/MCGlSYNr4z35FqxvfaP2z3kWC8+2FOmxp2H8VwhGLJ5189t2Y7fD1pfXPmd2/4T4s9//laIC8vUWVu17UeLmnBs/dg8TPM37vyAuSetuvCcdjRbPXgE3/d9t+AYKCLyrX2rMa/PZyF+8hk0YBax/ca/HMfnzDN45lX3HTvGVVYfL+eo6EmnueKVwV+iE0IIIYQQQgghhBBCCCFTcNoP0T/5yU/KhRdeKLW1tdLa2iq333677Ny5E67J5/PywQ9+UJqamqSmpkbuuOMO6e7uPt1ZIYQQQsgpwLmbEEIIObvg3E0IIYS8upz2Q/RHHnlEPvjBD8r69evl/vvvl1KpJDfddJOMjx//390/8pGPyI9+9CP59re/LY888ogcPXpU3vKWt5zurBBCCCHkFODcTQghhJxdcO4mhBBCXl28JDkFse1XQG9vr7S2tsojjzwiV111lQwPD0tLS4t87Wtfk7e+9a0iIrJjxw5Zvny5rFu3Ti655JJp0xwZGZH6+nq54uo/kzCc1GZLjVrtrnK10vNO498MglykYtQTEhGJlAa41vEN8lZzyC9iulozXGto63yKiGR2HIG4NL9dPcM+1+h7az3oTtQuK66aZ9JIHxnCNJtQc0hrLLtIlOa7zmtc4ZDi13r1Si/XKzi0nJXOstZED/tQPymuwnKfvAifE4e6jdg2od9P60xHSlc8cGjPxxVY50ZH3bO6Y1rPW+tOa612fwjfX8TqbCeB0pQetTrUWu+71I767ake1NB25r2I5ViaofTpYzsM+SVV55F6P0cfSFSb0Dri2jfARRKoNqG16Cdsm5gujdRR1BCLG6x2lz+I5Vic0wxx6PBOKDehjpzWSA+Hse15I476rcBxo9yCeXNp6/sjym+gHjXiynVWF1+j3ydR40Li23YU9gzjNcrXQvdNnaaIiK/6tNbaj5ocdaPGcCmevA0k1fb9y7XH2165nJdH1/2FDA8PS11dnbn2tcCZnLuvvPJ/vjh363FLRKxMqrpG+xboeDINdc10OutTfXayfDlwvg8hhJCznnJUkAe3fOp1O3fP/fyfil81OXfXrrP63sMX4nrqkkX7Id5wcC7E3gGbRtNq1Fq/acYOiO/cf665Z7QP16AVnWpduxTXrL90zkaTxgOfQr3r1K/hL/U7j6LutojIlct2Q/zYpmUQz/oJrknf8L+sdvU3v3wdPvcqpe/emTX3JIFaZ6RwcZLqxT1mqc2ekfgh3lNfj2U02ONYC2dwX7ZqzlGId923EOLcXLtWTtViXlobcO9zZD/ufUREJMT3DZTm+aLVqHa8e7PVJq+ch8+ZOIbnG0loF3h1O7AcR5ar94mxfhs2W73vXDteU67Ed6nba26RcjXes/yt2Ade+CG2s9geI0kG5a+l7Y6DEA/krN53/wCWSZxX5yr9dk8VZ/B9wjHMe3gO+gb4vl0jV6axXG+fjXrmX9+71j5XlX22GveU+e+hL8LAGnuO1LgJ6+vc974A8eMPWx31W29ELf3N/bMgPvpsB8R1OESIiEihEfPedCP2o86teOYnIlK/C+8ZWo7t9Y2XbsZnxLauHn4Ex864A8friio7TmR+gvPcGA7hEusmP9OeVXiHcJyv6cR3GbnE4ftwEPfRFf0n974anWf770UX7Hrxv0vjRfn+jf9+WufuM66JPjw8eejR2Dg5+WzcuFFKpZLccMMNL16zbNkymTNnjqxbt+5MZ4cQQggh08C5mxBCCDm74NxNCCGEnFkcPwk+fcRxLB/+8Ifl8ssvl5UrJ/+a09XVJel0WrLZLFzb1tYmXV1djlRECoWCFArHfw05MjLivI4QQgghrwzO3YQQQsjZBeduQggh5MxzRn+J/sEPflBeeOEF+cY3vvGK0vnkJz8p9fX1L/6bPdv+bzqEEEIIeeVw7iaEEELOLjh3E0IIIWeeM/ZL9A996ENy1113yaOPPiqzZh3XC2pvb5disShDQ0PwV/Hu7m5pb7caQCIiH/vYx+SjH/3oi/HIyIjMnj1b/CgW35vUwCk0WQ1arYccjild5jrUTIsqrZZVekBpCiuNIa1/PnkR6vaUWlCrLRzWGsNWzCpuQ+01rc1dytr3DcdQy8g71odpzkOdpswh1GmeTBh1poNBpX1ca5/rD+M1fhnLJFa6xS7NbK057OUxTgZRC1lERNpRN03rqJcbsdxdWrVaH9kvYxpRNbYREYfWuiqT1N5jmI85rfa5Slfby2ObiJqtFl0wrrTmJ/CeUgtqmaXGp9ee92LsI+UOpVUuIuFB1Cf0EtRETyocYmzToHW2T9SLfpGi0kAfx77oem6Swc+SAN/Pz2O5a216EavFHvahjp7n0I2PZmMda/+FpEr1G0dbLM1qUhlRt6Ts+OSVT0Eb+sQ0ilbvTFTe9Jimy1REJK5RevxKnz59CMcel+Z93ISaZEEv9nGXbrzR9DdjLeYrHLJ67lo3P6nDe4I++4ur0kwcj70I21Wg/Cf0WCQikho4Pk56kc3Xa4VXY+4uVwQiP23PRqtcxPQPX7dz5Y+g53rXNaLqzJOT6+u58kEIIYS8Fnk15u7swxUSpCfXjH0XWV+ioA/3TNufWg7x6nfuhLhivtXMXv/wCoi/MYJ7uVKv1VH3ajAvF96M2sZPPHUOxLmldl3bfSnO98n+Foh/9dInzD1f2XIRxB2P4NrvyJtxzf3tf0P9cxGRzCg+N7ce9wLeOVYvuPo5LIMQt+EyOl+tUTP2rCLcg2nEfRjP6rT39J2L9duZxf1gw5X4fzZkCnYPPXwI7zkyjnWxfNlhc8+BB+ZBXFiGZTL0BfwjT+UdyqtLRAq7cc9R06P2w1fatX+8B/fElYcwr2veuA3izfuxnYmIxEq/PlDL//hWJV4uIpXfzkI8UsR9Wq5DrXldfj0JtsVd21C7+6LVVqy7twfLqGo/vm+hyT4onIGNrziifP86cS+XmWX92voH8fzi649cD3FNp31u/5vxuVe07YP4h2ps88p2zT/3XXsgrg3xnKHcZMe4PaM4LgznTu4Blh6z+4iJDszL4b4sxEG77fOjRdyrZvrwTGDd59ZA7DmOJ8tr8cPGxzDvA2tc55HKf1C15/9+y70Q/8OTWHciIn4a7xlehvWZfdKW4Zx3YH12juC4MbpVnZnU27lk04NLX/zvOG/9CV8pp/2X6EmSyIc+9CG588475cEHH5T58+fD92vXrpVUKiUPPPDAi5/t3LlTDh06JJdeeqkzzUwmI3V1dfCPEEIIIacHzt2EEELI2QXnbkIIIeTV5bT/Ev2DH/ygfO1rX5Mf/OAHUltb+6LeWn19vVRWVkp9fb28733vk49+9KPS2NgodXV18tu//dty6aWXnpJDOCGEEEJOL5y7CSGEkLMLzt2EEELIq8tpP0T/53/+5/+/vTePsuMqz73fqjpDnx5Pt1rqVktqSZZkyZIsW7ZkecDYxgJjTDAEHMeYfIbkhsuNHez4WyQkfMBNconJcCGTAxdWILmBYDBjMAZsJI8gW4MHWbIsydY8dKun03OfoWp/fwgkPe9brW5bpyU1en5raS2951Tt2rXnvbv7eURE5Nprr4XPv/rVr8oHP/hBERH5/Oc/L77vy3vf+17J5/Nyww03yL/8y7+UOyuEEEIIGQecuwkhhJDJBeduQggh5PRS9kN0Nw4N0YqKCrn//vvl/vvvL/fjCSGEEPI64dxNCCGETC44dxNCCCGnlwkzFj0dDDanJZE8amDgYjzCPIei+34RXzcxoozGSjELEbU4GY8hojb38/Mo5B9mULg/2akcQUQkqsRrgl40GUjEmHNGFcr0dEr2pHmN0rb6nY/pJpRhXtBlzTq02V+YVYaeeRT71884mhd8X1+9X6mp1dwjOq/daPgYVSujghjzOW0AqA3qkodz5p5CSxavaUczEldnDRHNc9PYNr0Q6yLoswYIrlK1NWWcZ0xuYxbWUaUy01VtRhvYioi4WjT8MOVcgWn6eZtGqVGZnu5C8xmpRdNbERF/Hxqauhlo5uEN2jLS7xcos11RprexphCqmWgjUW0iKiLivYQGLd4lCyHWpqBhZYxhbU4ZiSjT1zDG1Fff4w0oI2BlzulXoTHJ0byo/qvahDFoFBFfm5yqfqTfNy4N3feMkWhk+2tUhXn192MbkUZ8P5e0NRzk0NQmzGLbdEk7Lpq6Ue2oNAXHPNO+RSSadtygyHlltyOZVBTqAol+1UZipl1tJBpok+GCMs2K9QjV7UeVeRhjRjrWWYSutjgzJ0IIIeTXkK4ri+Jnjs7diQprunfe+WgqH12Mk/Mrnbh+LhbteivTpozsunGNVnV1l7knr9J5dt8ciLPzuiH+4SOrTBqVC3EvF21CI7v/m7D68c0z0BSy60J8vzsufgbip2fOM2nUpXB9+dzzeE3dM9ZIdXgaLlaKK3Fd6w7hmrSq0prZ98/AMosSuA+veLst54VVeAbwyuOY1/6FmI/ioN3reLW4R/QG8LkHfzDH3LP4vTvwuQ+dD3Ef2gDEruVKU/G5Om/RS1lzT7EV1/rBMC4Cnz88A7+3XUJKc3GvesV5uyH++XbbJjKz8Tm5J+dgXpvxXVIdth+1Xr8X0/gKmq/WrLRtouVhTOfQW/CFqnfb5yQXYDr+y+rMALfQMhzi9yIiXoR9XhuJdr3LGm3O+DfcDz73MXy/QhbTaJqHY5OIyJan50O8rYD5qFrWa+7ZsW4OxDV78PvicmwzQ022zIZbsf5Wtu6H+NAAjj0iIgf7sb2WajCvhQZsM8GQ3RgFWTwT6bkIyzAYtHvTwjws+6aH8J7+t+HZROUUe6aZ2ozvk7sY81GsVmcKIvLyuvMgTvTj+7Rccwji/FetSXbHiuMDQeSP/cPm18u5vZMnhBBCCCGEEEIIIYQQQk4CD9EJIYQQQgghhBBCCCGEkFHgITohhBBCCCGEEEIIIYQQMgqTWhN9eIovQfqXPweI0UQNRlD/Jo1yZxI6peMbozNezKLWj9Zi9eJ0VZWuttYzdxmlw6X0z0VEZP1LmNfLl530GSIiiU6lV660fZM9Kh9a11hEvALqX4XVqH0Ud48/iHpYntLV1vrfcWjtYqf17Ees0JinNL/DOtSNC5R2d5i1etCJ/R14zUzU3Q7rUVdORCShdba7cxAWF8+G2C8qrXIR8ZTGr9Zv93utppSrOrl2tdZvH5nTYNJIt2GZ+EqX2h+wGmmR0uIOulHzTuvXx7WRRI/S6p6ahTiuPXs1quwHsP1GNbY+A6Xhr3WPo2psI37BtqtIeRZEzVMwXzH3yCLU7tI6z1rPXHsriIhIEdP1CtiPgjar5yaN9RC6SqubDuQL5qOwKovPVZ4O2ntARMRTbdppP4Z+pXc2zfoEJNtQa86lld5b1r5LpMaSVKkR01T+EtGWV0wahWuWQxwMan1G2/dKs5UOfnRyrwyn/ChERKKK4+0qKtkx4VxiuPH43O3F6Ir7anxMDulYtcmYuVuPQp5TD4ozUhlLMm8cBm6EEELIryPeYCBedHR29TLW/2jHzhaIa3bg2rB/Aa5zsy1qYy4ifSuV/rGadl3O7stcEfcytS/hejLXivsFf7bVWJ7157hGOPK/cM1d6Ld7jv7HmyD21CX//uTVEAdT7NrfHca17ryLD0K8uxH3ICIiye34oNJu5e3TZNf6mqp6LIPBPJZh++Gsuae9iPvK+uWom55fh3kNLrE+anXfx/rrugk1w/svtnvITVtxjzVzJ66h535sG8Tbuqw+8lBRldkiXOunXrL16xZgGV0+ew/ELzy4FOJ/vPOLJo3f/85/h/jlWmwzmV3WW6+wGJ9btR73rs7HflWstWvT3T9HL7nSCrxmS3dMGbVg2deg3Zf0L7R9PrkF20RKNfGBRdgWkx32zCuciW2g7Rq8xuuw+8E9N+P7zCjiPUsu3QPxlpfwbEZEJKN0ttM9mGb1C3as6ZmP9wzZYjxpmiIiVy3Fgm0fxj1yY0YJyYtIWy+2Gzcdyyy9HdvIVe980aTxzIMXQTyivBVWXmX3zL897VmI7x74AMT/8eibIW79iW0ji+/bBPGPX1kMcdUhuxGsuAZ9LAZHcEw/8BIWvL/M7ukq5+WO/T8cijl3OUX4m+iEEEIIIYQQQgghhBBCyCjwEJ0QQgghhBBCCCGEEEIIGQUeohNCCCGEEEIIIYQQQgghozCpNdEHZznxK0bXKE0qraMwjXGQV9pHh6xObVihtLoDTCPVYXXH/H7U2TK66QnUnPISMT/LWHkhXhOjCa4pNaKmktYM17rT/rDVLQprUJvLz+Nz/aEYnTUf8x/WoXaVS2CZad1iERFpR+25aC7q6vl9Vr9Oa6D7Squ8MKMO4kTO6iEV56DGVKID9fnCV3fbvC5fAqGbMx3zocosGLRl5g2rvCg97LAZta5FrIRv8ojSmlOa0hUHrdag14OfuTRqSof1VhPOtJMI25HWQNc6+iIiUQrbSKIP3z+Ri9GAH1T9qALT1e1bRCRS2tyiYq3lHad/HaDku4QNtRD7edtvSg2om5Y8iFpehVlKVz1GJ19rz4tg7NXauvHa8TluKmrTlVR/Tg7YukntQV+AqBH7ja5vERFPaavrunBpLPdEr+2/Ua3S+FPtKMjbMgrUOFiqU22iqDwrTAoiCeUN4fei9pyrx/qOQ/dxUUVUyuK7iag2EZVfm20yMdgaiV/xy0KLbC0lB9Q8m8M4CrRIasxD9Pyntf7jNNHVNd5YEuhxv4ZwbsvdE0II+TWlek8gwS+9aQaydgIM+nEdV1LL1j+8+mcQf+VrbzdpNLwJ94NVKVxvdq7F/aGISM0+5X+UwMm7UIt5zTdY3e3XPq58efapvaxvFwTZ69ogHsyrNAaV39VuuzasXNoD8at7cV+a3o9pioiEaczLvJX7IL4wewjiHzxyuUlj2kYss/BWted6wXoZJVZiXvt24F71j37nhxD/3S9uMGnUvB911Ct/hl5kzT+3Ouo7Poxr/YM3Y95zbTMhzr+i9jEiUncY13yJIdynDLzNPjedxAXdxh+hBnpJaUp/5GsfMWk0bse8tqmzmobLrN/VyC7cy/lq21mswzSXXbTHpPHmKai7/c+broU49wy2MxGR+jZMN1+n1smhXTeXWrB/lmZgmfg92H5rYo5VvF3YT7ouxxdOH7J9YMH1uyA+8MBciJf97vMQb8/h9yIiw4tQV1zvVHu77XObnlXeCZdimaxevhXiZ3eiDrmIyI4vXQBxx2XYzvyCHVsr2/E5hQKWWSGL+Vq7Ds8RRUTcMnzfbBb3vxv3oY6+iMj6vagl/xsrsVy35vAMLPlN2/d+/BR6kWVfwXfpWWRukcoQy2DkEJ6zBKotLrrSNqyD/3m8zv3CiPn+VOFvohNCCCGEEEIIIYQQQggho8BDdEIIIYQQQgghhBBCCCFkFHiITgghhBBCCCGEEEIIIYSMgudcjLDwWU5fX5/U1dXJJd/+IwmqjupkhZH9eUBXJ+pOJQ+itlHlIdTTqeix2r/pXtQpSg6gFm6i12rbesOoD6W1u7XOarHGai6lulGZKaxMqodYXSqtve3UNVqHuTTFarOl9qJWWZStxnuqbV4TSotcP8foVPvj+NnNGLrbIvb9Ep2oZ+aURngUk3cvVJWhnxvYvOrPEt2oKSXh2KK4xRlZiJOHevEZGZtXXedhJV6T3Ke0rafiM47ekzSfnYhfsHn3CkqHuh7bTeq1IxAXZ6HOuoiIX7J9C4jR3TaXpJTOdkeM5rvSNA7rqsw1mDH7kSnXbtQJ1L4BItZvoFiL11TsRs07V6n1z217LmXxmmSXamciUpyG/VNrc+t8GX8GifEBmILjpp+zz3VVSitS9U/93Lh25w8r74AcitG7VExbVX1L50Pr8ce1Z62VHXTjc0fmoH69iB2PCw3YB9IHsf9q3wsRkXzz8boqlUbk6cf/XHp7e6W2dmwN9l8XfjV3r/ju3ZL45dxdKFlrFj13J5QeYmUb9pVM59hzdzCM18Rp7uv+YeYHvVyKWT6ZewghkxY9L582ft1+xWnsJd4pE+eTU25KYV7Wbv7rc3buXnTXX0mQPrruGloR42XUjmuyIK/2acrvZHhGjN+XqsZgENdTNXtifFQG8aaONykRadWf7l31qEnjc0+ifvec+e0QZxLWD2nbdtTiloRaZ/TgOvadb9lg0njyyysh7rkY1yaXLkHtZxGR5zbPw8f24gtqnepkxubdU4cRhWHMa02d9TLKpDCdwcemQTzchO9fvwh9m0REevtx/VzK4xqwstZqF1dX4FlL3y/wuUm1TXEx4+cNt6+D+CcPXAHx4IyYQUqVUcv5uM8ufAN1xTsut+vK889HffpChO15f0eMB9oR7Ec3vWkTxOvuXwFx4rdwHy4i0tWrNKSVl1B+yO6xnPIoamrCvc3QGix3ERFPvXLfhcoHTuuoJ+w4/ZbFr0D81FrU884szpl7Bodwv/fnlyo9/n+4Fa+faZ+r28nCy/dAvGuN1VG/6p0vQlxSibx4BD0b+gbsWVt2LX7WdQX2q/oNtm76sMtL2ID3BDnsRw2L8DxPRKRTae03vKi8IupjzhbVMefAbOwn85fvh3hXuz0DCkv4nJoN+P4fu/Ob5p7/77H3QnzfdQ9C/Bf/cRvEpSpbv/94y1eO/X+oP5RbLn6lrHP3r9syjRBCCCGEEEIIIYQQQggpGzxEJ4QQQgghhBBCCCGEEEJGgYfohBBCCCGEEEIIIYQQQsgo8BCdEEIIIYQQQgghhBBCCBkF6+g1ifh/5z0ilTVHDRpyYaX5/oGqyyDeVkKx/8QgmpUFI3GC+vhzBq+EhhDBkDWQC6vQ7M9pT4V+VOn33MnNHkVEEr1otBFlYu7Rhnm96LQRaZPFGA+N/Bw0BEh1YBpxpmnaeMkpI9GoAvMaZ27oKZM3f0g5GcQYT2pTwahOtYFxGEJFCaxf/7kdeMHyheYebWBamqqMGJWZofNjTHA60ZAnqkWTheCQNYQozkUDk2AAy6h0EM1LXOtUk4Y2RU0eUe8yxRpxJgbxOcnnX4M4asV+5RdjzBzHMtsbx4/zgiFlVhJjPKnr0xvD5NVTprgiIv4IGh1pQ1Ntmhn3WapLmZE2oomFC8Zum6k9yii2ocZc42tzRGWsKqrtaVNjEWtyGqr+68cYARsDzzyWmTeI45UdJa1JsRcqA+YRa4Sk+7w2MU60owlOVK+MV0XEqTbiMvguyX7bJvT4o41Go0pMI6yybTPZdzxdL4x5xjnE3XPXHpu7j5SswctDNcsgfqmE5l3FAWX+O2D7U2JYje15ZRod0wXPkIUgIeRcoxy/wnSmTE814zH01O97GoxGSfmpuLZTgl+ud25vfcF8/7UX3grxwPm41inV4GowWW9NJH0f21OxFtekhW5r1Nd/JabTWId7194taBjfXbJ7HW1oenAj7m3CWTavXgH7YO1WXJv0LsG1cX8R17AiIr/5B49B/H9/dB3E+/pijCcrcO1bqsH18qJZbRC3D9i1cPcRXHtVvoZ5jwo2r+3z8H38ZbgWDpIqX6Ed6KZkByCu+Ht8v8GP2vXxwBNoaNm0+iDE+9rQMDEdY6T6g59ejnlbgvU57RF8fxGRijvQXPbAS80Qz9mL++OK9/eYNObU4H7+qf9aDvG86/aZe/btaIX4xf+J9/Rci43Vddp1dJTHvlZUi14vffL9sYjIkZ14JpRssGO9NnTUBpfavLPykG0TTx1BI9HiVGxnYb9ti9EA7rM++ej7MK/XYDurqrDtqqDO9Dq+Mgfzsdi+77qDeE1BGeMmU+oMoWjfd6gJ62L+HGxnnZtmmXsal6B5bPsebPN12zHNnpI1+Jx7KfabA70zIK7oNLdI/xycrNM9+D6HfzAb4miVNZyursG+NtSM9fmXL77D3BMM4nP+dM0teMFcrM8rFuHZlIjIRzceN5eNhkZE5K/MNacCfxOdEEIIIYQQQgghhBBCCBkFHqITQgghhBBCCCGEEEIIIaPAQ3RCCCGEEEIIIYQQQgghZBQmtSb6O6qGpbbq6M8BBqJu8/3uBtTQ2tWBmmglpSseWTksiZJK71tpDOenWJ0mv4j6QYlB1OaK0ljs6Z2ohSQiEk5HrSOtOx6052xe61DzrNicxXx09EHsVdkXDpQetNYPNrrUYvXZE22Yt5LWWe9Grbo4tDa3p7Wexep7az1orc2dUPrfIiKR0oN2S+djGqo8RESkB3WXpRG1qkOtVx+jFxnkVLrqHlew5azf12vHNu+tWIrXx2n+qjKKavD9k4esnpvR0p+DOoFOaYZHSauA7fnYJ7RmdDBo9ev8IfysVI86iIle1OITEXExz4Z87EDtuej81lGuPOEerYEeo+Xp92NeQlVmYRrzpX0Rjl6kNO50f55ifR9S+7G+StNQF0/r8xdrUbtbRMSvxPqLqwtNlPRVjGNJahjTCGPGmkTO6kueiFeyen0llY4ea53Satdj7dF7MF2TtxgPA1/pszulge73owacH+OV4TLHnxPnC3Eu8c6qwRPmbivC11nEMXVHLfo7mLk7ZiWjdRhNvcboCet51tMiqYQQ8np5I7+uNB698zGuiVsDvu5slGsI1Ovgscrk3J4iz1qGn26UIH103/DF864z31fpNhepPXQSK7au2q4DsxlcTx/K4br28pt3mnsi5Wjy5E7cy3lKz/yn973ZpJG8GZ9bVOvaKY/Z/X7uAmzXVTehFrn7KWpod1xgtcmf2nMexKVKTLNzN54HiIjUt+bwOT/B8403XYz6wP/x2PUmjQrVB2et3gtxe7/1Ybowi8/NjeC+7FBnFuJorc1753R8v9Ktas+x32rAz3hN7WWuwzX2jYtexmcUrOb9lo2LIHazsS0mh+1gt7ge67OwAetzz4cxjdmB3bccHMpCnF+I7ezId+w+NL8E0zlwvaqsqbiHbG5U5xIikhvEuvngwmcg/rftqBEvIpLfhX3tujdvhnjtz1G7XETE1eN5RaR08Gd/B/vmvlvH9oTycvpMxO4ha3diG+hbiuleOnM/xM9sOt+kkVC62zl1yQdufMLc8/0vXQtx8m14FpNrx37zWys3mDRenIVa5Du2ou9TQ962xeYqPMNqWYp1/uqrCyBOL7Bt4vDj+Bxtz5bqs89tOB/fr6sT36+UxvOsS2YdMGlsbcd+489HvfpM2p47FDuwbgaVNnuN8p94YdcFNo0Zx/MW2SOjU4a/iU4IIYQQQgghhBBCCCGEjAIP0QkhhBBCCCGEEEIIIYSQUeAhOiGEEEIIIYQQQgghhBAyCpNaE/1Eis4K6GmNNDeWQGCM9p+ndIqDAj4n1RWjy6x0Cp3SQw5yqJ+r9c9FRDylKewpPcHiLNQ/ExHx80rPXIsdBUqnN0arO1Ia6N6GbfiMixePeU9JabEnO/F9tYa2iNWU1u8StFmtbleFel+lRtSa01rWWv/8aMJYRoV6vCYxaDXRE1OVXr16f613HaVidLqTWAZ+n9LUXoC6VSIiyU7UkJKGupPn4whq4ItYnelwqkpj2OoTehnUf3aqHQVdqNPlJ+z7hvWoT5fowzLy++1zozqlAa7aqz9g79Fa5KU6zHtwwRy8IU7/Wve9AraBUr3VJtfa21qLXOt/+72qLkUknIZ14Sk9/kTO6qiXptaazyBfqu25RMwYqCX81JgXVdl+E1ZguukONabVYLnr60VEwjTWVbIf9exKlcpbQESSbajx5ipQE01r4ntFOy94kdJR1+NXldWN98Zoi1KdOfn3gtrrodbZP4eJm7uLTrVbNXeXTaeXEELKzXh+PWkszXO9j4i73NfXjEdHfYzv3UnDo0no+S3S34+dDfvccWimc9o84wyeVxQ/c3R+Th2xezntT+IN41zuT8W18HDBrvP6BnHNGe3BteJLP7S6zP2tqi/Mw+fUrMc0295u19PBflznJVR7m/J+1FgWEek+gN5r06tw37Utg1rAg0Wr7Zytwf3flPtwD/LKf7fa5EunHob4pRvw/b/6k7dAHE6xnaf2Nexk2/diXqettXndNQP3v1OvP4jP6cf6HJwVczaTwb7+tWu/BPGf7HifuadrCebtzQ34/j/acBHENS3WA61Qi89NvYT1PXCH9dZ77KFL8IOFGNbX4t6n48d27x6oY6LENUoPusuW0UgH9ptiNV5T/SzuOfrSag8iIt6VuF/6wnPX4HO32b1dcDHmbTjE+qzeawfmvmrM6wdX/Rzib9ZiGWZTVv86tycLcboL05z5Ztv3Dk9X+98jOE5seAo18KeibP7RW96MeUkfxDb/709ebe6puA77eFJNzpVTsE1MT+VMGs+W5mCaR/B9h5tsXt+qXuCfv/kbEOfPw8389TP22ERQil3WbEAvveG5VtO/8Tt43phpVt6QDVhmG3LzTBrBELabsA7PN+65cq2553PD6OPgl7CM+hdif/aKtm0uXHR8fCoN5sWqtZ8a/E10QgghhBBCCCGEEEIIIWQUeIhOCCGEEEIIIYQQQgghhIwCD9EJIYQQQgghhBBCCCGEkFHgITohhBBCCCGEEEIIIYQQMgqT2lj0G/0NknFHX6E7rDbf/6LzPIgLvWgYVzWA4vjJQeuG441hZFPMWmMGYyypjEW1SV2YtqZ7vjK89Ioo9h/0WVMUbarnK/O6sA6NJ+KMJ7VRoX/RBRBHFbbJJLuVqWA1lrMXYt6jpDUriaqxHPX7uqw1VtGGgMm9HRCXZjXi9TGmS4Gqq8xrnXhPxpoMlrJYf9oEVZRxofgx3aygjDWU0ag2tBURcWk0+NBlJM9shjC8zJrveJEyyj3UBXFptnWz0CaZ2rC2WJOFOKGMc+NwgTKZaKgy10S6PWvj3Ji6CWuxbaUO5vCeNH7v6XoQEVeJ6Roj0Zh2pI20TPvVJmG1Me+rzUmVwWmUiTHk1XWjjMbCKmwzqW5rxlrI4vsmlMFXnDFuul2ZBasxLMyM3Z6N8W9SGeP22rzqPqDHGl2Gib4Yo9whZWpbxHaly11EpDhFG+Niut4wmqLq/iwiEpzwPi604/e5xFhz97quuRDrubtyGNu5X7Tty9dtLtKOeTFtMuYzQgg5KWP9OlKc4edYxqHjMQ0114zjuWPlVe954sZEfY1+TtzYqv3K9DXjSMPknUajpx8nx9xmC43WhK5uK659hufjeirzvF5P20cEl+HeVJsq5m6IWde9hukumHkE4h0lNKacPwu/FxHpasA0cj247nvtuVnmHqcM8nbn0HgzuKwH4o6HrfFk7dvaIN7+e5hG/cycuWf9o0vwOUuwzBKDWLClBruu7Z+r9hw5XF/34Pb/aDo1WOeDX2uBuPEW3FMmAttGOjejGetd//suiIeabd+vX4X19dQ+NC/0R3BwSCfsc6NetXdVRqPFoZj9/jRMJ5nD59R+Hs8m2u9EM08RkcFB3HdOeRjbVc/70MxTRGSkC89rvAy2s4rFWN+967FMRUQSamNaWY37jmCVcjwVkSun74P4FwfmQFyMqZvfvHQTxN/+2rV4T6MygMzZTu9m4fs1vwkNazMJ234LBdx3JnvUXlVlNXe+SUKmTsf6GnxtKsTZ2TlzT8+BOoiHk/iglRfsgvhffnCjSePy67ZC3N8+HeKRKbaM/v1v3gmxp0xCgwas36f34RmoiMhIv2rjGWzftZvt+VxJDdnDC/E5i+ccgviVDXNMGtX78X0SwzjWfL79Xeaea1bjmdaa9WiCWnUQ61sbB4uIvLah9dj/oxE7b5wq/E10QgghhBBCCCGEEEIIIWQUeIhOCCGEEEIIIYQQQgghhIwCD9EJIYQQQgghhBBCCCGEkFGY1Jro//LqtRL8Ur+4GFrd3oEuFPJJt+HrpvpQPyeRf/2a6HEaqqVa1BxKtaPeVViL+t/JDquH5SpQL8ilMO+leqtblOzEdJxT+sGVSlO7ZDXDfK2zrd4v6LF611Gl1RHDC1QZBTF6WD7WX9AzCHGhJWvu0fre3gjWt9Y7D2tsPk39jeA9pWb73EBpJpfqlAa8zpcuUxEZmYuad+l2fF+/N6aca7DdhJUYJ+ajjrD0Wr0znUbpIGpZBZVW4z+cgprFulyDI6gplp9ntdnSe1Enz6nnxOl9ekoT3eiMJ22fD/pQm9pVjfGcXaj/JiLilqDWXvJwDr/v6zf3FC9ohdjvUflQPghejO621gDX40QiZ+uzpHwO4vQlTyRO31zrqg7PQL0+rbMuIuKVVBtX3ahYhT+fDQp2nEx3qv6pdNRdoITYJGZ8Un1Nfx9W2XHS1+1GtYk4jwrd5/V4HFbic7RfgwiOC2HJfH1O8YXXrjnp3N3fiW0wdUTN3aoLJkZiNNGVTrrWSNdtdlxQM52Qc5vx/OpRnBa5YkwNdB0H9sHan2asOPa5CuPvUorbF6mxVPmbjEerfEyNdHJWEvQnxC8enY9dwtZZ3wKs2Iq9J98fFqttGtNqcD90cAT3rkHCNrAL3vwqxK9+fwHEyctwf9z2U6tvPjgT855qxn3YNddsM/c8+fByiLvDLMTzzz8McdcQfi8i0taFGsteCTvpyPop5p78XNxjVEQ4PnhqjRlk7D40VEOK1kO+6NYt5p59/bh3PdKOmuilzZjXzOKcSUNrVad7sT5r3tVubtm/G7Wqb1v1DMTfHLkU4s4j6O8mIvK9j3we4t986KOY183Wq6p4Pu5TZi5E77WObtS4dxtte/eXYjtqXIf67sPTrBdZ9k3dEA9urYe49CSWx3v/8CmTxo++dDWm0ar8rmL67886FkMc9Cq/qzrbjr67Ccte5qrGpzTDZzxukpBDy7A9536Agt+lQ/a5F9+LfX77swsh7luq+sheux/s24jlGF6IdeU/Zfued+HJtbXbBrHtuZht97Yu9GhY8iHUSB8o2na0eT+2taiIHfjLq/4D4mcH55s0vv7A9RCnVql2drkto2JOnQsV8LmvHML2W38BnveIiHROwTLx1Bh++bzd5p7HXkUR+7Qaj7MLcJ5Y0oBjrYjI3oHj41VpMC97zBWnBn8TnRBCCCGEEEIIIYQQQggZBR6iE0IIIYQQQgghhBBCCCGjwEN0QgghhBBCCCGEEEIIIWQUPOcmnxBdX1+f1NXVyez/9RnxK45q9Rh9PRFJ9aKuWKpPfd+Pr17RYxMJhvEzrRcYjMTc0496SS6ttMjzqK/rDaNu09EPMe9RrdI+DseuNn8ANZSd0i4fz3O1NrvfZ7W6S1NR66hUg5pKSaVT7edQx0hExGXwHr8Xr4lqrFaZyyTNZ5gG5lXrgYuIRGmlw5zEnyslO2xeJUQtJ60J755HbatgCep0icRoVSqJP7/X6uRH9ahNrjXCQ6WPHadf79Int0HQbVVExG14CfO2bBHmS+lB+wO2Xfn9WI7h1DpzjcYroK6aN4TadJK076J10r28SqMXxZRdvdXNM2Wg9T5j9K611npUoTSzld53MGxFsRMdOEC59k6MF862z1V58UcwXa3XH6dVWqxW5aiaZlhh3zcYUX0gpW5Sw1NywI6TxRqsq3QXjothxgrJpbqVFp3WM1fl7udtOWs9V03QHdP3qnHs0O0qqsZy1vUggm2zFOZl7ea/lt7eXqmttW3w15Vfzd1z/uKEuTumOhIDau5G2wVJ5/CmdL9tX4khbKNBXs3lRdsZtLavaSvjWC5545ibCSGTA+Oj8kY00WM00q1+OSbsEmpNEbPuiNR6NUp6J41FRJxORmug67VoMc5vIjrpNfp7EREvPPnYasbNuLF2jPH3dIy95/rcffG37z3mZ9I/ZPdUNT/CfUpObX9K03F/kDwYo8GrdNLr5uQg7u21fjmZVzAvQ/PxOanDuK6v6LR9I1TL5eGluIeOBse2kaveic8ZnI3rjsqDdl2r++TwdLynbru9p/gWXBT9+dIfQvynm94DceoFu4cebsY+Wf8ylkluYUzfn4n7yiBQvmkbayAeWmL1o+e24N5mSRa1jB95eIV9bkF5N83C/cLCL2K+dv2W7ZthhRqnVJp1O80t0rMU70n1YGWllvdAXFqP2uUiIiNTsZx1faem23OGmV/AdrTnndhPquZh/Q++avfUdTtUfV59ci1vERHpxE5QdQAzW8TqFRGRQi2+X7ob76l7Db/PLbRz2UgT7pkSSou9lI055Etius0tWBe3tm6C+F93XGmTeATLrXEz9vlXf9tqkzul8V67DceFvgtx7Kl8zY5xQwvUONiG9V2cZn3TWh7B53QtwXIsVWK+6q2Fg1zykRcgfuLH6Okw5+q95p69T+DZQ6EOy731Quy/ew82mjRciG3RU+NGzQu2nAdaVbvqwvcdWYBnQom2mLnkhHYTDY/IgXs+Vda5m7+JTgghhBBCCCGEEEIIIYSMAg/RCSGEEEIIIYQQQgghhJBR4CE6IYQQQgghhBBCCCGEEDIKYwt8ncXU7BYJfimBYzSmxer0JQeVHpaSWEoMxWguKRKDqFPkfPtcTZhGbadA6fqFMVrdiXbUu/KUxq5XtJq7klC6aVozWuudV1oNIo3R3W6othepMkgfwLxrvXNXZd9Xa1lH9THCW/qxSvPcvI/RsozRdh5EXSqnrwmttmNYr/T4tG7u5csgLGRsN0v2oDZZWK10uGPasy4jl8J0x9JIFxHxR1T7DazWnia6BjWzgjbUFU905DDNBqvNFjYo/SmtbRmj1R0qnWmpwjgYtpphWr9ca8C7aUqvLkar1O/B9zN6/FojXUQ8VV/BELYrT72vP2R143W/CJeeh/cU7fikdVQLDVjnRlc1RiM1TKs0qrTOqrlFnKf6iUo2MaLGOK2ZLiKpPtVeVT6imD4QmT6gNOGV1rxu7yIiJdUvTLnGjK26LSZUulpLO6yy2myQlyimwZ9DVB3wJPhVm4iRsQ3yau4exjih4mAkRruzoDR4S0qDN0YbP06f/aSc29VIyK8/ZdBAj9uf6L3DWBrocd4kJfVZqUJ5hKRj5tAxdn2+mjITeTsoJkbUemdk7IEwRtFdhWp81ouKOCafpdekZ2BDowTpo2vVwvnD5vuhd6G3T7EL90tvW/wyxI/vv9ikkWjCvd3AdrVunxazflZbmTmzOiDeI1Px+8vbTBqHH26F2D+Ea/J0v22TxSpsg4U61SZVwx+cE7N3VyR78GVyl9j3bUxhR/3kv38A8zULn1OcbZ+brEdN4a4KvYe2eUu/iGcAQyrdSlUPiZR97u7t0yHelWiCOJO3D05f1g2xH+KDOv4Cy+PueQ+ZNP7uiRshnr/sEMQ7q2aYe/x6LPuCknvO9+J+InOpMvAREdmL5xmuAvccztn3Xfy36EV26AcrIa74ThbioSX2sd0rVdkXVeWE9rnzlx2EeGAR7mXa9kwx9yT6MN1CPY7tHUriPkravWzD85hG33z8PhiImUEymP/2V7Fyvjx0FcTF7VYHe0RZjQ28Wc1Dh2Pm7gp8v5Er0UfLG8ZN89Acuw9NdOA10Ww8E/J67B6yR2nJh2nlHaE0/Qs1Nu8v34fnU/5i/L4YxXg2KP3yzBw8I9mzE/tvxRG7yJh37W6Id7bjeJzst+87R/XP9p/NxAsG8DnphbbvhXtOqPOR8v/eOH8TnRBCCCGEEEIIIYQQQggZBR6iE0IIIYQQQgghhBBCCCGjwEN0QgghhBBCCCGEEEIIIWQUeIhOCCGEEEIIIYQQQgghhIzCpDYWzXRGkkgeFfh3MT8O8JRvTUKZ3/h5jKOkTSTdNWI+gzTbrZB9sTmr8oGi/MaMNMbgLKpXBp7KQMdlrNufl0fzgrAaTVGCATQR8fvQvEVEpKTyHtWh0UjyMJrGiMQYeiqzQ2P2mLTGBUGXMnNUeY/Lq6tCQw9vQJncKHOn4DAak4iIFFvRiMIvKjO6XsyXiEig328MEm22DelyDvqwbuLqVxOlsByTu9Aop3A+mreI2LL3C2jwUayx5g7JXmWCqoxVA9WeS3XWONbPK2PcvHruVGXWKiLJLlXn2vQ1xlTKCzHdKIN50QZf2hBSRCTqxHYStjRAHAxiXYmIeIOqjLQBrzbNijEJHZmBpicVh1TbizG5FYd9r1B78najjchERAo1ylhUmZEUY7yEI9Xlna+NHjHNdLetq2IlXpMcwvfLdFozFl1/wQCa/vjKgDnO4DPRg+NEVI3XhI3WGFePC9osWbcj34sxqT6x/cZNWOcQJ87dcf1Ym377BWXMq+ojKMSY/eq+refZmHnX5IXGdYSQ14n2iXMxBuZ6HxAF2jQMYz1firzRuVuPcdokFL9ODsSZgmMaxjc8ZtjU5upepG7S+6KQY+/ZSJRw4iWP1o3L2fXVUKjM3vtxz7HmiYshnn/VPpPG/kfR7S/fiHP59B/Zo4vO96G5X+8wrv1TVbhW7BnB/aOISP4yTMOpdwkDu84I23Dvct7KAxC/9gKa4dW+avux944uiN9yGToEPvzgFeaermE0W02pfq2NGMMauybNPFuF18zG96vbbvv+QCs+p2YH1oVTVZP9CT5DRKT+d/ZDvLsD91h1u+wZQXelMpdVVaF84+VfH36nSaPmhhzErz03C+LETHvO4Km9zZLphyE+9KV5EK+4e6tJY1cDmnHu6sD4z5b92Nzz6XU3Q1y/EttIX4BptK7AdicismvvNIi1meWHb3rE3PPFR94KcVSpzkSKtk0khtVcdsEgxBVp3MsNDtozgpoD2HCq3tsJ8cGX0bxSRKRqt2onV+UgLBSU8WSPzfsn/ts3IL7vX26DONNl+/zwFCzH6TejAearm9CgOLBHBhJWYLtKb1XnWTFbSL1tjGbiZD2yAMe41Bq7lz3wVnxusgHHvK7/UuadIuKmqv3XzzHdrFoz5JbZvftrj83FNJbi+UbXFfaevs4sxKXpWBeJPiyQgSBmwZM5fk+kB40ycG7v5AkhhBBCCCGEEEIIIYSQk8BDdEIIIYQQQgghhBBCCCFkFHiITgghhBBCCCGEEEIIIYSMwqTWRE8MnaCrGvPjgGQvauy4xMl/ZuAPj63BazR3tfaxiAT9KIDkHUANLZmKWlZR1mqGhRWqalTWgz7UPhIRCau0UDGGRiO2ZEWXtFZ1aj/qUkVTULdZxGpzJ3KosRTV12BcGaPbrLWMlIZkcbrSQxMRl8JCCfqwzPRzgkFbZgml9x0pLXLXYDWldN6MXv1+rO9oPupjiYgkjqC2fFSDelhh2mrCJZWWs6/k24rnNUMcDGFbFRGJVB/wVJtPWMkw2y9UrPXrEzmlTS8iYS1eU1S66RU7UM9dRMTVoNZgqR7bd1x9lpRee6JTtcVapTsWo03uFs2B2FfXeEMxAmdKr133iUD1q0j3VRFJ5TDdUh3mNYgbn5TGvR6vIiVWOpK1Y2CxFq8ZbMH2HDbY56ZrMK+R0jfN57B+o5SdaipwaBGnNGE9Z8eJdLfS1ldjXKkGyzUxYNuIV8Q0ooTyX4jRyvZe3IEfLER9t8iM1zFzTXR8/HUS09HOIVJ9oSSSv+wTcd4GZu5SmnzKH0B/LyLWh0Df80Ykd8svqUcImUzE6JvHfgbf24/0fiRK4kWh8i8pVNs5ZaRBze+NOKiVptq5O1WNc6IefvO9OIemOu3cbbxllFirH6NnHil9ae0VZYTk4+ZhyqSfcQoziuJnjq47axsGzff+z3CvNjBLrSebsP1t3zHDpOFNx/VyshfbTttVNl+pl3EPWfcM6rWXlmCcW2k75TXnvQpxQwrf71ubVph7ps5HrerevPIiGzq554CISOch3Gc+8e3LIR65yC48Kpowb+mtuDfPXYTr3IULULdZRGRnldLMTmK5J863e7m3TUMN+x9tvhCfMxf3v9tfsfWbW49a5KUZuJ/oXhrjIaE+8tRw2PwLfN+97zZJSO1j2Daj8/F9L5lldcVfePp8iLfsmg/x4t/fBfGjuxaaNBpqsa5K+/DM5+9SqEMuIpLej+11aD/qxntLUFP6wLO2nGuX5CD+4zehBvrff/a3zD2p2VjQzRdife7djucMIiIzr0aN+8OPYv0OLMV2FOelsPd9WBeB0sOuOmDnv1Als7wJ2/gvdp4HcWGBnQ//7GeqDC5RHfQ5q9+udf9HSrhX1TryQavtR+kXcLyaci2W8/596NcnIuKl1HmF2nf763Acqd1vz4A8h2cGLbd2QJx7B56ZiIgMPY969MPTcEyvX4qbeX8nnnGKiFTgMClNU9B7br+fNfdM+xKegex9B35fnK404Ctt/RYGT2gkcb5ypwh/E50QQgghhBBCCCGEEEIIGQUeohNCCCGEEEIIIYQQQggho8BDdEIIIYQQQgghhBBCCCFkFCa3Jno+lER4VCPI6OtJjAa60tRK9Cu93BhdQ639Nx5KWdRQSoaoO1ZoQo3wONKvHYFYa5HH6bsnckPmM7hH6RKHM61ukdZzL8xHLaQgRmPYL6BOU2Fmw0m/9/MxOk0F/KxUj1pIft5qVwc51K7yu1EjTJqy+IwBq0vljeD7eIHSb89YXeaoAj/zR5T2/hLUSw46Vb5EJKpF7W6n2p6v9evF6kq7tNaix/eLy7vW9/aHsAx1miK2rflHevA5daiR5sXoQQc92Db9AdUWp2bNPWEV5j+h2qZuz0cfrjTB67Cco6TS0R+xbdFlsAy0D0JpmvUFSHSh5l2yG9+32ID5CAatdpfGSyit/aStm7zSiU8MY/0OqzIsVdrxbHiqGjtnYDtaNRs1EEVELs+iDuBAiGPe+p45EL+UnGnSEIeCdlrOzI/RuQ4zWnsV+0miF9uIH6dfHym9OlW/fl/MODFjOiahPRuUxn+yzz73xPpzWtDxHCMxUpJEyfa9Y6jhz+rnupN/L2I10fUlMVrssZ8RQsjrwdcCvjF7C3WNU4Y0pbSaY6ptGvkpaoybjeuOK1rt3L2ibi+mqzRSf949D+Ite1pMGl5J6T4rGdnEiJ3f/LzytVBl4uky0mUoYnye3sAF5BTxgki84OgE3ddm97LBldgGMxncYxU3ZzGujdnr1ODawA1ie3IJW8/zrtsN8e4C7sPec+tT+Fxn19Nr/+kKiDtXKJ3mOrtu79s41XwGz8ni++Vv7jXXJF/JQnzN3c9A/J0ty809I+2oq730/dsh3tKGa9adh/AcQkTEa8f9wzuvXQ/x2gOoBy4i8vC6iyGe8hLWzc40PqfmtRg/pC6sv64K3AsUZ9r18+LZqBn98l58v94PY7urfRzPIURE+i5Qa84E1s1rPfZMpNiIdZ6diprRL69D3e1wphW97+jBfqL1vfsarC+eX41lNG2DumAlvm9H2qZR3Iga8J9+9RbM61W2PV9xwWsQP/MctoFEo32/miR+tm85ltGsevSAO3gQ605EpHoW9ovcYdxnT73R6tW3rcV95Ya1F0B8/pU4/+3cjFrtIiJ+Qc27AbbXQowt3sxrUAO+60HMR4BNQgqB1VWP6lUfeBzLJGOHJyktxX6RUrrq+UvxHCJ/GM/RRETyWXzfVzbNhjj7ip13o+vU2VInjhsja3EMrO8de2+lvTAq99pxovsC9UGA4/Gnr/ghxH+54SaTRnbK8bYYDuXFtqJT49zeyRNCCCGEEEIIIYQQQgghJ4GH6IQQQgghhBBCCCGEEELIKPAQnRBCCCGEEEIIIYQQQggZBR6iE0IIIYQQQgghhBBCCCGjMKmNRZPdw5L4pcGJNu4TEUn2oBh+UZlVaqF7bfQjIuKFeE2pGg0wEnFGm0+/gB8sVsYMyiDRizHNLM1AUwxtPBkM2ed6w8oUVBl8avO1YMCadxSmoTlFsgvNK7wYoz5XhaYJ5jnK8LTQYp0aUofRmMIroOGHroc4irPQFCR5sBu/jzNSHVTGosp4M6qI+TlTdHLDx7BCGYDGGFFqoyljCmrvENEGn8oQMaoYuztrk9CoBvuEfn8REU8Zwbo6ZSaku02M6W1Yjf0zcQSNRtygNcX1a9E0ozR1bENebVrrD6q+ps1IY6rXV30r2vwKxIkLFph7XAbHhVINGm8Ew2jgEqpxRMSa9uo27za8ZPP6thUQF2uwLRaUGVmI2Tp6Tz3W+ZKWdoj/cPrPzD1XxfWLE/hR5R6I7xt+h7mmLYcGRKVeTLNYaZ9R0aVMXjNYn8kONFaJaq2xijaXTXSg8W+UtQY9oTLcDdSYXbETy8zV2PmoVH/8M+fO7Z9fe4VIvCh2lIu/Xht+jmUaKjK2Seh4TETHn0VCCBERu153MR6Zet0UKWPRKKnmbjuVSTGL89CFau7+aMzcfXlFjGPZCXy/Ag38/m74beaawz04d4c5nM/CpB1bE4EqkzjjUHLWU/tchQSpo3u+5I0d5vvhx9BkbtrbcR+2txL3f1FtjMF4CdtGy6XYJvdvaTa3hPegiWL0bvz+68+tgjjRmTRp1Lwb8zorjWvyA69ac87Kw9jWz7t9J8Sdw7iP2b/V5v0j73wE4v/z07dCXHXYrhcHZ2PfPzKE+yPvOdx3fuDWJ0waD267BuKft6Mj4tCI3afocav6Fqwb9x00SJz1fjSqFBF5cSuaGSZ7cUyqqMP9sIhIXx7PGWrUNe+esxnix260pqizUrgf3LFuDsTdzp5NpOvwbEIbXnotmKbv27Gvrgb3tz0L1P6wx+7dU2pM7VVmlTNS2DbbKu1iNb0gh2muwTOhyo32uZt3opvj3LeiFWMY2bb44l401ky9ipPVvmnqnCFly6jvtSw+92HcMx+6Cp8hIjIyE8eOt63APfIjm5dAfNFyNB8WEdn6DBZsoEyMW//iF+aenf9+CX5wJbaBy+btgfjFny4yaeSnYv8Nh/Ue09wibh/uTYdaMI2lav7funKOSaNKeY1rf+Xui207ymzB/Wzt1fgc/2kc89suN0lIahbuzbOP43g1fA3uw0VElrQcgvjFg2hG+s9/+16IkzisiIjI9BPyWgrystVeckqc2zt5QgghhBBCCCGEEEIIIeQk8BCdEEIIIYQQQgghhBBCCBkFHqITQgghhBBCCCGEEEIIIaMwqTXRoy07JPKO6poFly8z3zulf6z1y72S0v7xrEaf1u0zGugxuq7uqovxA625m0Z9qLifZAS9qPeldbe1TrWISGka6nkFSjPbV7rMUlCxiCT6sczCKqXdFVdGKm9BH4o5RUozPdlt9a+janxO8hBq05WasuYerZPrF5SeeR3qR2m9bBERbxD1zrTudnJfp7nHZTCvWnfZ09rlcc9V2uPeINa3l7C6zFJU+vxKd1s/J9GeM0nk56J2la/7RNHmtTgVNf10H9D17dIn19wUESk2YVtNtlmNtPyMLOZV6VAH/VY0zAuVpnuI/dP5um5sHzBayWpsifS4ISJeQfU1Vb9hBvUXk50D9rFpvKZUqbT1r1M6bCJGG1rrqiby+H0+Toc0he9zXjW2+bH0z+O4JIVpTKu0emcHKxshjlJjP8ep90v2YbkXp+o+bzX+o5Rqn4mx26vWQPdUuylNRz3ORAdq/ouIRE3H+1Hkn9s/v/bCSDxvdMHxWI3zExmPnvl4rtFQA50QUm7i1s36I62RrqalKG63VoHz0pyqLojH0j+P48oK1Dttqe411xxMq7lbrXlj9c7HkEDX5UHF9LOTpq+9JAnvqFb29hVW69fNxzXZ4DbUyE6qZXtYsjUd1OD6av/LqCPuF2P60+ewnSZ+nIV4RgvuKQ8K6kOLiAw/h75ZvVlcEFR02HVb4W343Of3zoI42I/738pum/cvPIfa5E2LUWu+vQL7m4iIX48FeWAzllE4B8vwa2uvNmm4hbj/zfwA94eJt9l1bDHC/O8/gmtf73xcd+X2tZg0qvfgYNZ8w36Ie//D6l93N+Fzhy7A9982gO+/77CtX68HNd5r92OavVW2fvPKjOLGS1F7/fG98yHOPGK9u95z1zMQ/9sr10Gcytk2sewd6MX17GZ8zu7nUR9apti9rO+r9vuONoiHHrL6/Le8/3GIf3xwMcSdL9u2mOpT+2qVFafmqWSP9SPwQlUXd+OesdRv93J+O/at545g37twAeq57/qveTaNLLbX6sU4Tux78EJzj+vGeXXqzBzE2/8Tx8W6XruxGFQa6AMX4LlK4ogtoyiBec0cxjS2986FuLrLtqu+RTg+67E2td2arxTqVJ9+pgni4s3K06/f5v3SGdjHN1csNtdoNh/CsaN0CLXZh9+B41NmrfU0WD31eD8ayZRkzZhPfX2c2zt5QgghhBBCCCGEEEIIIeQk8BCdEEIIIYQQQgghhBBCCBkFHqITQgghhBBCCCGEEEIIIaMwqTXRg/NmSxAc1YUuxWjwaV2+YBA1h7SWt99rtbpdBjW0SrWowRRonXERCZUmdEJp7motdqPNLiJhDT5H633H6fhqHfXhOVmIK9rVc4+g9pOIiJ9UOsxKqzw2r+oa0RrpQ1pH3iQhfj9qs7kq1GVKHLG6jMUW1GJzAf5MKNWNutNxOo3eMOqqJTrxmtKBg+aeYD7qTkUVqP+U6MN3iSqxDYmI+EqvvjAbtfgCrb0vIp7SZdYa0olebIsuabt3QuuIKy3LUq3VYk92YDmG9ZXmmhMJ1PuLWOuAYAjzMTLX6qyl21ATTeuZe3lbRrq/itIZN3rtBasBr8eFRDu2PVdh63NkFmpxJQawLowPQBjTCVTf0nreWndURCRQepJJpRs3UqfeP+7HpiqNzjxq4O8rWf321kS1+exEdpWwjfQWrM6aV1CZUUXi26qRYAQvCtNKi6+kfBJixmen9Gm1Fn0cfm4Q4lKj0j1UY0tpaq1JA9pEGKPFfw7hOSde9AY0y38F9c4JIZOFcXk4YKgtI2ItJIo4/5Vl7i7i3qM3HzN3qzWDyWvc+57CcE/OHjrft1SC1NE2Up3Nme8DZWgysA33aYXpuPape9GupwdbcO+y7MpXIX5+x2xzzy3TN0H8d5V4TWcf7m28gRi/gCXKv6wL236p2u4hE8/h2v+xD/8NxNc8dC/EU5+P0VWvwz10f7U6Z+i39yxZehjijgZ8v8M7lf9V3uY9/TI+Z3AG1l3lo3YdO/MW1DZuqcL90XMbUUPaHbTjR6YTn3PoZ6hlPXu99SI7cCPuERfPOQTxxmfOh7j+fHu+0XcY99lX/+4GiH+4+SJzT9CNbfHtWdREf+TJiyFOVtly/tdNV+EH1bhPa1yGGvgiIi/9CHW1s6vwfbTe+cAL+G4iIt0R1l9mD/a1P77r2+aez37rvRCH6ngnE6OzPdyk9mVVGGcbcR4abMcxQUSkWIdlkvkp1nfCHhHIN+74PMQf2/U+iHeuOQ/iCns0IckBfJ+efTZvmsqDOHaEmzBz2Vvw3GjPnmkmjVQ7PtfvU2dvSTthzv8WniPs+G9YnzXbMI5bM1TtxucML8XxuLLdPtdXRy25t2I+UinlCbfZ9vn12VaIoxZ13hHFjE8bca1Sex32k8ZK3Jfvu94kIV/edrzvhUMjIrLWXnQK8DfRCSGEEEIIIYQQQgghhJBR4CE6IYQQQgghhBBCCCGEEDIKPEQnhBBCCCGEEEIIIYQQQkZhUmuil6bViiSOanr5Q1Zj1le6y6UpqBmW6ED9M0lZbVytZ53ctg+/P2+GuSfdjvpPUQbT1frmLkbrWOPl8f2KU6x2tU431YtCRmEl5sObN30cz8U0vcFhc02g8u8pnWmtOx5OUXrCEqOhWMQ04vS9/bwSTVZax8XpWcznoNXQ1trFLlBaj41WI829sBM/aEJNPJfCvMbpyOs2EQyq9utZfShNxdYDmGZTA14QU2ZRGj8LBrBu/OEYIWpFoHTVtYa4NxQjPKbe1ykd+fQ+q18X7UfNO1mGmndxPwL0QmxHTukzRkoT3R+xuohaM1vrmRYbraZool/XH4ZRBZZ7lI3RGVU66VoDPU5D2lNi86Eq50wPfl+qsu+b6MW8bW5vgfiLlVeae66t2QbxkEPhvEdySyHed0S1TRFJDHsqVhfE6Kr6Ba0bj+01rML31+1dxPoRFLOoC5k6mDP3uDTOA7oPRGps1f1KRKBP++e4Jro4eWO65qNBvXNCyFmCXs86vSCQGB1xZXuk/T2CEZtGoObuLR3NEN9f+SZzz/U1WyEecTh3/agH17y7O2LmbqXRHKglX5yfiV6/6DLyqJk+KUi+q0OCqqPrve5XrVBx1X5cY2bfjPrWhUfxnhEr5SzJ+bg37/ob9KEKbrPrp7/+3nsgLs5U13SqNXeNbaSJBHbCijbsXxeu3m7ueaUT9Y7f8+LvQjx/IWqXd86we/dqpW/dfRj3lNl9tu9vrp4DcboDy71OyWz3rrL7skKE6/ZULz6ngNkQEZGdB/B9Xw1Qe33Je3ZB/NI21EIWEal9G7aJC6r6IO653vpuNfxvrM/STTgGuWm45u7tt2m4mVgGD2/HfYqfVIOwiOhjsvs+9f9AHL0JB66CPd6Q2TO6IN6/Fcfp/XttP8qordqg8hYoZjGv9da+TYqzsV2NNOM9n/sSaoiLiEx/Gcv54AexXIdStlwDpbcf5bFuVs/CfvPtwyttZhPKsy/ENK676Xlzy53bb4O4OolnPCMt2McrV+ZMGkM9uJ9PpvGe0iH7vpVtWOelm3sgjv6xCdO8IuacQW1Nq/fg+xauUueTIrLz/ZiXZCfeM3ARtu+Knbi3FRGpu7Id4sE9OAAPNduxZuqLap/9JI6l6ZuPQNw+K+Z88iDm/eqrcB2y8TvopSAiMjIVy3n4Zewng+cpz8pt1sPhRB+4aKT8R978TXRCCCGEEEIIIYQQQgghZBR4iE4IIYQQQgghhBBCCCGEjMIZO0S///77Zc6cOVJRUSGrVq2S9evXn6msEEIIIWSccP4mhBBCJg+ctwkhhJDycEYO0b/5zW/KvffeK5/+9Kflueeek4suukhuuOEGOXLkyNg3E0IIIeSMwPmbEEIImTxw3iaEEELKh+dcOd29xseqVatk5cqV8s///M8iIhJFkcyaNUv+8A//UD7+8Y+PeX9fX5/U1dXJdcs/LongqDGGNhQUsWZ+XlGZZCrTTJexxqKhMiLUz0n0WqNNKShDE2VKF2njyVfRrFRERM6bidcMKlOQGNNI8ZXRhjLJ1IaXUdKaHQRDyoy0Go1HEj1D5h5tvqqNUnU5+yPW4FOU6ZA2EnVpm1e/H8vEZVLmGvg+FVNmkXZ3wjLzh2xetZGmNgnVhpCpQzmTRqEli49VzVebTIrEtF8Vl2rRRCLOsNaYOSnzKmPWKiJ+bhDTrUZTiSiF5ZHotIYYYYM144Q0/RjTrG406NXGv86Peb8RNEEpzshCnOzE9qvrTmTsco01+FT3BLvQFDWajUYyegwQsf1Vm80Wploz0lSPet9a7APDjfh+hWpbzkMt+NlII7a9xDQ7xjXUYZsoKhOYHmXW4nfYvplpw3vSPViuVW3W5MepYSDdhf1TG8cmc9ZMSdeVS6v+m7TtSvcLbU6qzZPjTDPDxuOmJ6VwRB7bdJ/09vZKba01QzmbOZX5+1dz91uW/cmxuZsQQs5W9Lwca/quPjNr78DOKXqeCStw7ipW4/cjWZvG8FR8znCzmrub7Hp9ipq7wwjT7c6ptdphO05n2vGeik6c7yp67fo1MYjzbmJEr2eVsVwpZg2sp9VIm9FN/Ha2FOZl7ea/nnRzd7n23bP+z6fEzxxdE7sRuy/LNuP6v7cHTeb0WtCfadvospnoktg2iOXcsRGN+0REKrpUX1CmdMVGXLPN/oFJQvbdgO26Zje+Xz5r74lS+JwwrfZYzbgGbZnSa9I4sBPNOi9ehuacW5+Yb+4pzcV0p9TjfqnjEGa24qDd6/hqe1uoU4aJ0+z+t2o7jgdD01U/9TGNZMz+oTCEefGTatzabQ0Ri/V4Tc1MNCNdMrUN4q3fusCkceGtL0M8UMR32d1jTZT7e3Hf5XVh+125agfEC6vRuFFEpLeEaewaQIPErfunm3uqN+E9fQuVSeZUHMcTT1oX2MHLVNmrATSTsfXrPZWFOF+P90Qxy/ZMO/a9a2/bAPGPf7YC05hp92WuCxO+btUWiHsKdv+7swtNbeu+jq6uB1er9220Y01tJeYltxHTfMuN1tD0mX9dDvFII76/txz7+Mg+6zb7litfgnjNBjS5rThsx9Ywg+9T2YbPTQzh951Xx5y1ObynqTkH8cATOBaJiCx91ysQb/r5QogvvQqNY597Cr8XEQmG1DnDXNwzn99q+402MU6otUjmsDqvi/EFHrr6+LgYDY3Irg/+VVnn7tP+m+iFQkE2bdokq1evPp4J35fVq1fLunXrYu/J5/PS19cH/wghhBBy+ni98zfnbkIIIeTMwX03IYQQUl5O+yF6Z2enhGEoTU34k+SmpiZpa2uLvee+++6Turq6Y/9mzZp1OrJKCCGEkF/yeudvzt2EEELImYP7bkIIIaS8xOhbnH386Z/+qdx7773H4t7eXmltbZVSePzPAWLlXErqT+5D/ad/6s/6Q/u3AGHp5HIuEqo/4xcRCZWci7onUs/xXMyfXKh0Pf2cuL9bcErORdSflIZYHpFn/1zEqbyHpbHfN1Ll6tTPZnS5++E45Fx8XTcxci4qL26MP+XU7x/3XFVk4uu6FBHnKzmXEuY1Uu/vR7bMSiX8E6JxybmM0X5Vczf1cPQ5Y8i5xJSRLWdMNyqp58S8bxiefKhxkf0Taafbmm5nLub91D2mnNX3ui8evQafo8s1Vs5FtQEXKZkR/VydqIg4d/L+WirZMtJ1U1J/Al1S0iVhwaYR5vGzaBjTiIbsn96FCXyu/pPwaFjV94htz2Fe/Tl7Qf0paTFGzkUlE5RUOQd6vLZtcaxxP/Ji5FzUNbqfeLrNx8m5hMfL8Vdz1xlQUzutjGfuJoSQsxW9jtbh0c/U3K3n8pi1ip5nwiLOXaWinh9tGmWZu1XeoiE9d8fMZWPO3Xa+F7VG0rGWb4mVc9EfqLXY6ZJzETl35+7oBOm6ODmXcEitdYfVNXotGNNGi4O4risNqjRHYtq17guq3UbDaj1tt3YSDat2nce8h/ax4lQbjPQeS71fqSJmDz2M1+j3j3tf3bfDtC539f1IzHpalYEtM7tXD/P6mpPLucSNQdGwyosaL6KYctbP0e1Ml1mYH7tdFYvYZnSaR5+rpDpU+9Vp5sU2rEIJx1RTv3HjtBnbsf3qvHox72vSVQcNoW4AMemYNhEz7Om8FgYwXd1+497XDWPChQFdV2OPNaWikuZUaYZx5ezUfKjyqvMhIhIWVN9S7+/pMXDESinpdE1/zdv3jXT9qf28Vxi7/2o5l1CNrePpN7o+xzNeiWnPqu4Gxx4XdVvU5a7PB0Swrf3qmeWcu0/7IXpjY6MEQSDt7ah/097eLs3NzbH3pNNpSaePa+H86s/Kntr8+YnL6JnmpbEvIZOY3Wc6A6eZM/W+u8a+5LTQdaYzUF7OteZbFvbYj/r7+6WuzmoZnq283vl7tLn7ya1/P6H5JIQQYuHcXR4m09xdzn33wXv++qTPOnCKeRU5PW00Np8/nfjn7h3HNfvfQLoxzmrnFNvGc80Xyv/cc73c43jln/Qn337dafxnOTLy/VNPYtdn4j791imn+7VTTmEc/MfYl4xnvN4xxlHrnvHkpQz5eEP8H/tROefu036Inkql5NJLL5U1a9bIu9/9bhE5anCyZs0aueuuu8aVRktLi+zfv1+cc9La2ir79++fVAYvZzt9fX0ya9YslmsZYZlODCzXiYHlWn5OLNOamhrp7++XlpaWM52t18Wpzt+cuycW9tvywzKdGFiuEwPLtfxM9rmb++6zH/bb8sMynRhYrhMDy7X8TPTcfUbkXO6991654447ZMWKFXLZZZfJ3//938vg4KB86EMfGtf9vu/LzJkzj/1kvLa2lg1uAmC5lh+W6cTAcp0YWK7l51dlOll+i01zKvM35+7TA8u1/LBMJwaW68TAci0/k3nu5r57csByLT8s04mB5ToxsFzLz0TN3WfkEP3WW2+Vjo4O+dSnPiVtbW1y8cUXy09+8hNjekIIIYSQswfO34QQQsjkgfM2IYQQUj7OmLHoXXfdNe4/IyOEEELI2QHnb0IIIWTywHmbEEIIKQ/W7n0SkU6n5dOf/jSYn5BTh+VaflimEwPLdWJguZYflulxWBYTA8u1/LBMJwaW68TAci0/LNPjsCwmBpZr+WGZTgws14mB5Vp+JrpMPeecm5CUCSGEEEIIIYQQQgghhJBJzqT+TXRCCCGEEEIIIYQQQgghZCLhITohhBBCCCGEEEIIIYQQMgo8RCeEEEIIIYQQQgghhBBCRoGH6IQQQgghhBBCCCGEEELIKEzqQ/T7779f5syZIxUVFbJq1SpZv379mc7SpOG+++6TlStXSk1NjUybNk3e/e53y/bt2+GakZERufPOO2XKlClSXV0t733ve6W9vf0M5Xjy8dnPflY8z5N77rnn2Gcs0zfGwYMH5QMf+IBMmTJFMpmMXHjhhbJx48Zj3zvn5FOf+pRMnz5dMpmMrF69Wnbu3HkGc3z2E4ahfPKTn5S5c+dKJpORefPmyV/+5V/KiV7TLNexefLJJ+U3fuM3pKWlRTzPk+9///vw/XjKsLu7W26//Xapra2VbDYrv/d7vycDAwOn8S1OL5y73zicuycezt3lg3N3+eHcXR44d79+OHe/cTh3Tzycu8sH5+7yw7m7PJw1c7ebpDzwwAMulUq5r3zlK27r1q3u93//9102m3Xt7e1nOmuTghtuuMF99atfdVu2bHEvvPCCe8c73uFaW1vdwMDAsWs+8pGPuFmzZrk1a9a4jRs3ussvv9xdeeWVZzDXk4f169e7OXPmuGXLlrm777772Ocs09dPd3e3mz17tvvgBz/onn32Wbdr1y7305/+1L366qvHrvnsZz/r6urq3Pe//3334osvune9611u7ty5bnh4+Azm/OzmM5/5jJsyZYp76KGH3O7du92DDz7oqqur3T/8wz8cu4blOjYPP/yw+8QnPuG++93vOhFx3/ve9+D78ZTh29/+dnfRRRe5Z555xj311FNu/vz57rbbbjvNb3J64Nx9anDunlg4d5cPzt0TA+fu8sC5+/XBufvU4Nw9sXDuLh+cuycGzt3l4WyZuyftIfpll13m7rzzzmNxGIaupaXF3XfffWcwV5OXI0eOOBFxTzzxhHPOuVwu55LJpHvwwQePXbNt2zYnIm7dunVnKpuTgv7+frdgwQL36KOPumuuuebYZM4yfWP8yZ/8iXvTm9406vdRFLnm5mb3t3/7t8c+y+VyLp1Ou2984xunI4uTkptuusn97u/+Lnz2m7/5m+722293zrFc3wh6Mh9PGb788stORNyGDRuOXfPjH//YeZ7nDh48eNryfrrg3F1eOHeXD87d5YVz98TAubv8cO4eG87d5YVzd/ng3F1eOHdPDJy7y8+ZnLsnpZxLoVCQTZs2yerVq4995vu+rF69WtatW3cGczZ56e3tFRGRhoYGERHZtGmTFItFKONFixZJa2sry3gM7rzzTrnpppug7ERYpm+U//qv/5IVK1bILbfcItOmTZPly5fLl7/85WPf7969W9ra2qBc6+rqZNWqVSzXk3DllVfKmjVrZMeOHSIi8uKLL8rTTz8tN954o4iwXMvBeMpw3bp1ks1mZcWKFceuWb16tfi+L88+++xpz/NEwrm7/HDuLh+cu8sL5+6JgXP3xMO5G+HcXX44d5cPzt3lhXP3xMC5e+I5nXN3onzZPn10dnZKGIbS1NQEnzc1Nckrr7xyhnI1eYmiSO655x656qqrZOnSpSIi0tbWJqlUSrLZLFzb1NQkbW1tZyCXk4MHHnhAnnvuOdmwYYP5jmX6xti1a5d84QtfkHvvvVf+7M/+TDZs2CAf/ehHJZVKyR133HGs7OLGA5br6Hz84x+Xvr4+WbRokQRBIGEYymc+8xm5/fbbRURYrmVgPGXY1tYm06ZNg+8TiYQ0NDT82pUz5+7ywrm7fHDuLj+cuycGzt0TD+duhHN3eeHcXT44d5cfzt0TA+fuied0zt2T8hCdlJc777xTtmzZIk8//fSZzsqkZv/+/XL33XfLo48+KhUVFWc6O782RFEkK1askL/6q78SEZHly5fLli1b5Itf/KLccccdZzh3k5dvfetb8vWvf13+8z//U5YsWSIvvPCC3HPPPdLS0sJyJWQSwLm7PHDunhg4d08MnLsJmdxw7i4PnLsnBs7dEwPn7l8vJqWcS2NjowRBYNyV29vbpbm5+QzlanJy1113yUMPPSSPPfaYzJw589jnzc3NUigUJJfLwfUs49HZtGmTHDlyRC655BJJJBKSSCTkiSeekH/8x3+URCIhTU1NLNM3wPTp02Xx4sXw2QUXXCD79u0TETlWdhwPXh8f+9jH5OMf/7j89m//tlx44YXyO7/zO/JHf/RHct9994kIy7UcjKcMm5ub5ciRI/B9qVSS7u7uX7ty5txdPjh3lw/O3RMD5+6JgXP3xMO5G+HcXT44d5cPzt0TA+fuiYFz98RzOufuSXmInkql5NJLL5U1a9Yc+yyKIlmzZo1cccUVZzBnkwfnnNx1113yve99T9auXStz586F7y+99FJJJpNQxtu3b5d9+/axjEfh+uuvl5deekleeOGFY/9WrFght99++7H/s0xfP1dddZVs374dPtuxY4fMnj1bRETmzp0rzc3NUK59fX3y7LPPslxPwtDQkPg+TgFBEEgURSLCci0H4ynDK664QnK5nGzatOnYNWvXrpUoimTVqlWnPc8TCefuU4dzd/nh3D0xcO6eGDh3TzycuxHO3acO5+7yw7l7YuDcPTFw7p54TuvcfYqmqGeMBx54wKXTafdv//Zv7uWXX3Yf/vCHXTabdW1tbWc6a5OC//E//oerq6tzjz/+uDt8+PCxf0NDQ8eu+chHPuJaW1vd2rVr3caNG90VV1zhrrjiijOY68nHiS7hzrFM3wjr1693iUTCfeYzn3E7d+50X//6111lZaX72te+duyaz372sy6bzbof/OAHbvPmze7mm292c+fOdcPDw2cw52c3d9xxh5sxY4Z76KGH3O7du913v/td19jY6P74j//42DUs17Hp7+93zz//vHv++eediLjPfe5z7vnnn3d79+51zo2vDN/+9re75cuXu2effdY9/fTTbsGCBe622247U680oXDuPjU4d58eOHefOpy7JwbO3eWBc/frg3P3qcG5+/TAufvU4dw9MXDuLg9ny9w9aQ/RnXPun/7pn1xra6tLpVLusssuc88888yZztKkQURi/331q189ds3w8LD7gz/4A1dfX+8qKyvde97zHnf48OEzl+lJiJ7MWaZvjB/+8Idu6dKlLp1Ou0WLFrkvfelL8H0URe6Tn/yka2pqcul02l1//fVu+/btZyi3k4O+vj539913u9bWVldRUeHOO+8894lPfMLl8/lj17Bcx+axxx6LHUvvuOMO59z4yrCrq8vddtttrrq62tXW1roPfehDrr+//wy8zemBc/cbh3P36YFzd3ng3F1+OHeXB87drx/O3W8czt2nB87d5YFzd/nh3F0ezpa523POufH/3johhBBCCCGEEEIIIYQQcu4wKTXRCSGEEEIIIYQQQgghhJDTAQ/RCSGEEEIIIYQQQgghhJBR4CE6IYQQQgghhBBCCCGEEDIKPEQnhBBCCCGEEEIIIYQQQkaBh+iEEEIIIYQQQgghhBBCyCjwEJ0QQgghhBBCCCGEEEIIGQUeohNCCCGEEEIIIYQQQggho8BDdEIIIYQQQgghhBBCCCFkFHiITgghhBBCCCGEEEIIIYSMAg/RCSGEEEIIIYQQQgghhJBR4CE6IYQQQgghhBBCCCGEEDIKPEQnhBBCCCGEEEIIIYQQQkbh/wdvthVKnOPsOgAAAABJRU5ErkJggg==",
"text/plain": [
"<Figure size 1500x500 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"from astropy.modeling.models import Gaussian2D, Moffat2D\n",
"from astropy.visualization import simple_norm\n",
"from photutils.datasets import (make_model_sources_image, make_noise_image,\n",
" make_random_models_table, make_test_psf_data)\n",
"from photutils.detection import DAOStarFinder\n",
"from photutils.psf import IntegratedGaussianPRF, PSFPhotometry, make_psf_model\n",
"\n",
"# Create simulated image.\n",
"psf_shape = (9, 9)\n",
"nsources = 10\n",
"shape = (101, 101)\n",
"\n",
"model_sim = 'gauss'\n",
"model_sim = 'moffat'\n",
"if model_sim == 'moffat':\n",
" model = Moffat2D()\n",
" param_ranges = {'amplitude': [100, 200],\n",
" 'x_0': [0, shape[1]],\n",
" 'y_0': [0, shape[0]],\n",
" 'gamma': [4, 4],\n",
" 'alpha': [2.8, 2.8]}\n",
" sources = make_random_models_table(nsources, param_ranges,\n",
" seed=0)\n",
" data = make_model_sources_image(shape, model, sources)\n",
"elif model_sim == 'gauss':\n",
" psf_model = IntegratedGaussianPRF(flux=1, sigma=3.0/2.355)\n",
" data, true_params = make_test_psf_data(shape, psf_model, psf_shape,\n",
" nsources, flux_range=(500, 700),\n",
" min_separation=10, seed=0)\n",
"else:\n",
" raise ValueError('Choose \"moffat\" or \"gauss\" model for simulated image.')\n",
"\n",
"noise = make_noise_image(data.shape, mean=0, stddev=1, seed=0)\n",
"data += noise\n",
"error = np.abs(noise)\n",
"\n",
"fit_shape = (5, 5)\n",
"finder = DAOStarFinder(5.0, 3.0)\n",
"\n",
"model_fit = 'gauss'\n",
"model_fit = 'moffat'\n",
"\n",
"if model_fit == 'moffat':\n",
" psf_func = Moffat2D(amplitude=1, gamma=3.9, alpha=2.8, x_0=0, y_0=0)\n",
" psf_model = make_psf_model(psf_func, x_name='x_0', y_name='y_0')\n",
" psf_model.gamma_2.fixed = False\n",
" psf_model.alpha_2.fixed = False\n",
"elif model_fit == 'gauss':\n",
" psf_func = Gaussian2D(amplitude=1, x_stddev=3.0/2.355, y_stddev=3.0/2.355,\n",
" x_mean=0, y_mean=0)\n",
" psf_model = make_psf_model(psf_func, x_name='x_mean', y_name='y_mean')\n",
" psf_model.x_stddev_2.fixed = False\n",
" psf_model.y_stddev_2.fixed = False\n",
"else:\n",
" raise ValueError('Choose \"moffat\" or \"gauss\" fit model.')\n",
"\n",
"psfphot = PSFPhotometry(psf_model, fit_shape, finder=finder,\n",
" aperture_radius=4)\n",
"phot = psfphot(data, error=error)\n",
"\n",
"resid = psfphot.make_residual_image(data, (25, 25))\n",
"\n",
"fig, ax = plt.subplots(nrows=1, ncols=3, figsize=(15, 5))\n",
"norm = simple_norm(data, 'sqrt', percent=99)\n",
"ax[0].imshow(data, origin='lower', norm=norm)\n",
"ax[1].imshow(data - resid, origin='lower', norm=norm)\n",
"im = ax[2].imshow(resid, origin='lower')\n",
"ax[0].set_title('Data')\n",
"ax[1].set_title('Model')\n",
"ax[2].set_title('Residual Image')\n",
"plt.tight_layout()\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "07780ec5-7937-42c4-85e8-0081d1e30f0a",
"metadata": {
"execution": {
"iopub.execute_input": "2023-11-27T18:12:51.769886Z",
"iopub.status.busy": "2023-11-27T18:12:51.769392Z",
"iopub.status.idle": "2023-11-27T18:12:51.779444Z",
"shell.execute_reply": "2023-11-27T18:12:51.778527Z",
"shell.execute_reply.started": "2023-11-27T18:12:51.769854Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"<div><i>QTable length=10</i>\n",
"<table id=\"table5437746128\" class=\"table-striped table-bordered table-condensed\">\n",
"<thead><tr><th>id</th><th>group_id</th><th>local_bkg</th><th>x_init</th><th>y_init</th><th>flux_init</th><th>gamma_2_init</th><th>alpha_2_init</th><th>x_fit</th><th>y_fit</th><th>flux_fit</th><th>gamma_2_fit</th><th>alpha_2_fit</th><th>x_err</th><th>y_err</th><th>flux_err</th><th>gamma_2_err</th><th>alpha_2_err</th><th>npixfit</th><th>group_size</th><th>qfit</th><th>cfit</th><th>flags</th></tr></thead>\n",
"<thead><tr><th>int64</th><th>int64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>int64</th><th>int64</th><th>float64</th><th>float64</th><th>int64</th></tr></thead>\n",
"<tr><td>1</td><td>1</td><td>0.0</td><td>82.43696997455882</td><td>2.862487701323041</td><td>3178.294419857961</td><td>3.9</td><td>2.8</td><td>82.40430186709578</td><td>2.858668924673418</td><td>4339.530821352695</td><td>3.909321515821255</td><td>2.6873617820146016</td><td>0.0035635831697421344</td><td>0.0027060617767176226</td><td>9.408482577621148</td><td>0.1479880127201856</td><td>0.1716194000979485</td><td>25</td><td>1</td><td>0.005415770650287102</td><td>-0.00014635252597289806</td><td>0</td></tr>\n",
"<tr><td>2</td><td>2</td><td>0.0</td><td>0.8300930210500006</td><td>12.529389280755593</td><td>1755.3322757653848</td><td>3.9</td><td>2.8</td><td>0.2696433062233608</td><td>12.550132007006447</td><td>3367.720501685098</td><td>4.020938965453598</td><td>2.810738187170918</td><td>0.006729689486829501</td><td>0.0046399929059730925</td><td>6.449889781319146</td><td>0.13501583706828535</td><td>0.15027869020561407</td><td>20</td><td>1</td><td>0.004883714187941577</td><td>4.319641880903249e-05</td><td>1</td></tr>\n",
"<tr><td>3</td><td>3</td><td>0.0</td><td>17.732535413100493</td><td>38.73577045293038</td><td>3783.827813496134</td><td>3.9</td><td>2.8</td><td>17.74173952785943</td><td>38.75105715899383</td><td>5068.596001595932</td><td>4.060499295196779</td><td>2.8702507004547377</td><td>0.0016235229291503676</td><td>0.0015161568633950242</td><td>4.975882472966658</td><td>0.09010104224058721</td><td>0.10939892212261734</td><td>25</td><td>1</td><td>0.004469196828873912</td><td>0.00021534865086435023</td><td>0</td></tr>\n",
"<tr><td>4</td><td>4</td><td>0.0</td><td>73.67384686074259</td><td>62.157480650406015</td><td>3594.125758281</td><td>3.9</td><td>2.8</td><td>73.6963702190535</td><td>62.15746123818208</td><td>4812.404243760553</td><td>4.000697835774588</td><td>2.795224203050484</td><td>0.002791182231786333</td><td>0.002065481751160124</td><td>4.730880008569075</td><td>0.09696504341278725</td><td>0.116447335869255</td><td>25</td><td>1</td><td>0.004446210028759184</td><td>-0.00021303449123118238</td><td>0</td></tr>\n",
"<tr><td>5</td><td>5</td><td>0.0</td><td>3.4112989160349163</td><td>65.38471026330437</td><td>2006.5553294936988</td><td>3.9</td><td>2.8</td><td>3.3962692536809658</td><td>65.36412887450079</td><td>2702.865260043306</td><td>3.9302445923526355</td><td>2.7159419437347876</td><td>0.0034135318285191964</td><td>0.003824215138711163</td><td>10.82027107758041</td><td>0.14108242743276614</td><td>0.15412774884398345</td><td>25</td><td>1</td><td>0.007749272854370069</td><td>0.0001682182356075358</td><td>0</td></tr>\n",
"<tr><td>6</td><td>6</td><td>0.0</td><td>42.6672778102321</td><td>65.68812865848798</td><td>3848.228768561312</td><td>3.9</td><td>2.8</td><td>42.69173080951267</td><td>65.69665418636286</td><td>5143.917669501348</td><td>3.8640983847051085</td><td>2.6340920517561406</td><td>0.0024050746855610434</td><td>0.0013842492218766103</td><td>6.432580838800518</td><td>0.07652131086220075</td><td>0.08659363631259259</td><td>25</td><td>1</td><td>0.004175278380587354</td><td>0.00010441810019695052</td><td>0</td></tr>\n",
"<tr><td>7</td><td>7</td><td>0.0</td><td>86.56662489877935</td><td>67.73108978517041</td><td>2067.213800107055</td><td>3.9</td><td>2.8</td><td>86.58798161847363</td><td>67.73269979839024</td><td>2764.240717554248</td><td>3.777957949000649</td><td>2.537035965133299</td><td>0.004315663088121115</td><td>0.002467725088131164</td><td>6.26435638434552</td><td>0.11441384719059229</td><td>0.12626663481011485</td><td>25</td><td>1</td><td>0.006755353342831506</td><td>-0.00013823466477266418</td><td>0</td></tr>\n",
"<tr><td>8</td><td>8</td><td>0.0</td><td>30.280233538558992</td><td>69.24274370544134</td><td>3071.9085764569554</td><td>3.9</td><td>2.8</td><td>30.272119152514406</td><td>69.23701270151825</td><td>4100.644316819385</td><td>3.940153444088642</td><td>2.7216548976357386</td><td>0.002715130061697882</td><td>0.0024576531547846414</td><td>6.340566061982433</td><td>0.12679316378536315</td><td>0.14851341687146916</td><td>25</td><td>1</td><td>0.005384183951985881</td><td>-0.00029573851814536324</td><td>0</td></tr>\n",
"<tr><td>9</td><td>9</td><td>0.0</td><td>54.68264416788462</td><td>98.86249434406616</td><td>2764.418049194013</td><td>3.9</td><td>2.8</td><td>54.68798654909716</td><td>99.06647831314473</td><td>4587.291585978971</td><td>3.9222667155261406</td><td>2.700543381578446</td><td>0.002736152595971945</td><td>0.001970878011654779</td><td>5.518764004731916</td><td>0.08486083648251719</td><td>0.10085463220207985</td><td>20</td><td>1</td><td>0.0035894870403543506</td><td>0.00021826611058614826</td><td>1</td></tr>\n",
"<tr><td>10</td><td>10</td><td>0.0</td><td>87.18570673204479</td><td>99.36289341126178</td><td>1601.1679228626072</td><td>3.9</td><td>2.8</td><td>87.18002295299782</td><td>100.75369020850295</td><td>4284.018750506904</td><td>4.031640507445181</td><td>2.820425296982218</td><td>0.006285292098372434</td><td>0.01759467877045744</td><td>23.875804697804423</td><td>0.10615135993076813</td><td>0.11158319846172039</td><td>20</td><td>1</td><td>0.0029513353194788755</td><td>0.00012868009647121404</td><td>1</td></tr>\n",
"</table></div>"
],
"text/plain": [
"<QTable length=10>\n",
" id group_id local_bkg ... cfit flags\n",
"int64 int64 float64 ... float64 int64\n",
"----- -------- --------- ... ----------------------- -----\n",
" 1 1 0.0 ... -0.00014635252597289806 0\n",
" 2 2 0.0 ... 4.319641880903249e-05 1\n",
" 3 3 0.0 ... 0.00021534865086435023 0\n",
" 4 4 0.0 ... -0.00021303449123118238 0\n",
" 5 5 0.0 ... 0.0001682182356075358 0\n",
" 6 6 0.0 ... 0.00010441810019695052 0\n",
" 7 7 0.0 ... -0.00013823466477266418 0\n",
" 8 8 0.0 ... -0.00029573851814536324 0\n",
" 9 9 0.0 ... 0.00021826611058614826 1\n",
" 10 10 0.0 ... 0.00012868009647121404 1"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"phot"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "a6f2ce1a-0455-4d0b-b285-577a9eab0231",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
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},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
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