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Raspberry Pi Pico | End-to-end AI Design Tutorial [Example] 2R8a
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![PCB layout of Raspberry Pi Pico | End-to-end AI Design Tutorial [Example] 2R8a](data:image/png;base64,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t777w9e++4JzzjUMIxKJtDZQFMUfCCzqnuc1PEKIcq2azGXq9XqtVrMs65X+151m65euDgQCgWCwddtQKNQd7+yOdzq3Jtk71F85VuACAAAAACDgAI5bpVx+pf/1UrUshFi9cNnqBcs6Ojp8LQNbOjs729ra3nbxZmfxt/2vFSqlSrlcrVZLxeKvf/u8s/6yNRd0xOIdHR1jG0Yikba2tqvWbTQ0XQixZ/DAUHq0VHJzjgAAAAAAkAVDVIDjk0qlErn01l3br15/uaZqf/SO943m0j6/v5DPm6bp8/vD4fDbL33zpvMucdo/+OvHSsWik1Pk8vmnX35+MDXa2z6nLRT5/etv/bsf3On3+yvlsqqqkWh0/bLV777yemfDh555rFwuZzNuTvYGAAAAALIg4ACOT7VaTafT3/35jy5cvjYWjCzvW/x/P/7Zh57Z8vxru0rVSk+888q1F7/p/I1O46df/s0TLz6TzmScSTrSqVSmvf2uR+//05s/KoS4ev3lndH4/b/6+WByxOfxrl+25qYrrg36/EKI3QN7H9n2ZHay29BOZYr7yZ7wvWan2gH3sQUAAADgNgIOYLrC4XChUBBCJBOJ14P7v3D31/7Xe34/Ho51tXV88JqbJrbfuW/3V+7751Q6lRgdddY0Go3E6OjDzz4+r7P3PZuuF0KsW7Jq3ZJV4zYcTI1+6fvfTKaS6VRqmrVZtqUpmmmZR2sw/QjCntDWFrYilJOz8xPOWQAAAABgUgQcwHErFosHBwaetKyDyZH3vumdV5x7odPtYkwyl3nomce+/8RDQyPDI8PDrU8lEgnD4/nmQ3fvGxm4dfMN8+f0tj5bqVe3vrT9zofveX1g//DwcL1en35VlmVNHR5YtjX1HmzbtiYNIOxjb2tZllCmfnX7xHuRAAAAAMDREHAAM5HNZuv1erlS+dv0N+98+D8W98zvic/xGEa5WjmYGtkzuD9fLKTT6YMDA0779Rs2CCG2b9smhBg8eLBRrz9QfeTR57cu6p63uGd+yB9oms2RTOrVg3tT+Ww6nR4dGSmXy2MvN9Z55Gg+/Hd/drSnGo2GEOIf7//OFJvHYrFkLv3BL//PcevbOzoqterE9eP8zT1fn+JZTdP2DQ986Fg7AQAAAIATQcABzFC5XN63d28ymQyHQnv79xsej6aqpmXVarVyuVwsFFoTinESiUQul4tEIiMjI8/vfsnZsNlolCuVUrGYz+ePq5JtO5+fukEqmRwdGZmiQbPZ3DvUP+mImP7E0NTbJhKJRCJhW0ft4lEsFo9ZIQAAAACcIAIO4Di0dsRwFAuF4pR9K8a2ch6MbVuv15PJZDKZnM62r+7efbQGA4c7iUxh//79Uzd48YUXJl3f+k4n1Ww2+w8cmLrNQH//sQoEAAAAgBNFwAFMV6FQmCJomMLMtmrddurxKQAAAAAAAg7gOMwsaDiReIJoAwAAAACmQ3W7AAAAAAAAgBNFwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKSnu10AAJwmuqaFA0FqEEK4XoOqKK7XMBs+B2qgBmqYtTXMhjICPr+Lr+41DBdfHQBmhoADwNlCUTVV1dytwfUCHK6X4XoBs6QGIYSiuF/GbPgoqIEaZlsNQiiul+FuAYrbbx8AZoCAA8DZotGo54p5Fwtoj7bVG/VKrepiDQ53P4dYONo0m6VK2cUaoqGIZZmFcsnFGiLBsBAiXyq4WEM4EFRVzd3jweFuDUF/wKMb7tYQ8Pk1j9fdGvxen6753a3B5/Eauj4bjkkh7FzRtV9PQzd8Hk+xXDQty60aqrPgfysAOF7MwQEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKRHwAEAAAAAAKSnu10AAJwmf/rej1923kUuFqBrWtM0XSxACLGgp+/qi36nK97pYg2aqpqW5WIBQghVVW3bsm1Xa1AUIYS7RSiKUBTVcvXH0dHTZxttn/3wf3exhllyWM6GU8RsqMHQ9Uaz6WIBczu7w4HgJ2/9qGW5+evpMYx6o+FiAQAgIyUWjbpdAwCccj/5ynfcLgHA5LbsDm06p+h2FQAm8bZPvd/tEgDgOBBwAAAAAAAA6TEHBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAADj3jEQAAIABJREFUkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwAAAAAAkB4BBwDMLuFweGYb9vT29vT2znhznAGcY2DG2x7tKY5JzAYncmzPeFsAgFx0twsAABwhFA4XCoVJn/J4PJquq4rSNM1GvW5ZVuuzPT09QoghIY62Oc544XA4FAoNDQ5OfMrn86mqagthmWatVpvYoKenp1goTHrwTHFMGoah67qqqqZpNhoN0zTH7VMIUQyHC6+8cgJvCxDO4TTpsS2E8Pp8mqoKRWk2GvV6feKGQoijHd4AgDMJAQcAnFp+v3/psmXTbFyv18ddIgohItFoNBIJhcN+v7+1ZblUyuXz2UzG2WT7tm0n8iUnzjyKosTj8UgkEgqHDcMYW1+tVguFQj6fz2WzYyud42eawuFwNBoNhcOBQGBsZaNeL1cq+Vwuk802G42xfZ6zfPnJe084c8zt64vH49NsPC7PFUJomtbW1haJRoPBYOvhXS6XS6VSLpfL53LOGuc4pCcRAJwNCDgA4NQyPB6v1/t7b7lxOo3vevSB0WSidU1vb29HZ+e8Ob1XnHvhmoXntEdiuqYXyqXXhw48tWvbC6+9HA6HR0dGyuXyKXsHkJLf7+/q7o7H45HI6vb2jaHQMsMI27ZoNDL5/M5k8ql8/rVUMDg6OtpoNI5rz93d3Z2dnaHw3I6OKyKRNT7fHEUxms1SpXIgldqaTj8bjkQSo6N8W46peQxjwznnXrD83Ok0/pef/qB10ev19s6dG2+Lr1284pKV5y+duyDsD1q2lS7kdrz+2ydfem7f0EAymTxajw8AwJmKgAMATi1D1z26cd1Fm9pC0alb5kqFux59wLbtsTW9vb09vb23X/WOWza9ze/1tTY+f+mqG6946y93PPsP939HVdWhwcFKpSKE4A/6s9nuwyNBdF3v6e3t7Fy4bNl/6+i4QgiltVk8fvH8+e87ePBew/i2oigDAwPTf4nu7u7euXPnzr1xwYL36foRX4nHYuf19NyQzW7fs+ermrbLtu1isdhaFdBK0/VoMHz7Ve84ZstHn/+VEOLFF15wFn1+f9/cuUvmL/rkuz54ycrzxzW+dOX577v6Xf/x2I+/94sfKYoyePCgs57EDQDOBgQcAHBqGR5PyB/we3zHbKkoR16FtrfP6er6yLXvvmXTDc6aWqM+lE40mvU5sY5oMCyEuOLcCztj8f/1rb+p12rHdZmKM1t3d3d7e8+qVZ+LRtc6axqNXK2WVBTV5+vWNL+qeubNu03TQpb199VqNZlMTme3sVhsTlfXvHm3Llr0EWeNZTWq1UHTrHm9HR5PXAgRi61fvfqvTfNP6/W6E3AAk/IYxpxY+3Rajjs3dnZ29vXM/YsP/Pdz+hY5azKFXKqQ1TWtJz7Ha3j8Hu8Hr7nJ7/V9/cffq1WrqVTq1LwDAMCsQ8ABAKeWYRiRQNjQDSHE/pGDDz/7uBDCsi1VeeM+VrawxzpuZA9Pi9DW1nb+0tXvvvJ6Z/HhZx//ziP/mcilbdsO+vxvOv+yP3jbbV7Ds2Lekve++Z3/+KPv5HI5vqKEECIUCsXb2+fNu9VJN2y7+frr3xweftg0y0IIr7dj3rzbe3vfLoTo7X17JvNcqfSzXC43xUCVsW5BbfF4LLZiwYL3O4uJxOP79v1LpXJQCFvTfO3tG5cs+RPDiPj9cxct+mi1+lf5XC6TyZyu9w2ZKIqiG0ZHtM1Z/LdH/rNSq1q2JYRoOTfathCtndqcqTTa4/EPvOVGJ92oNepf+/H3Htn+ZLVeU4Qyp639A1ffeM0FVwgh3n3ldc/tfrFUKqXT6XE7AQCcqQg4AODUMnS9LRTRVFUIMZxJ/OCJhya9h8U4oVAoGo2+Z9P1zt/6v9q1/Sv3/nMiMZrP503TDAaD6Vy2aTb/x00fEUJcd9HmHzzxcCqVcjHgCB/9RhsnaP2GDcc1/yUikYjf3+FEGEKIvXu/dWD/PaOjo8ViUShKLDpaq/1fTfN1db1FCNHXd3Mq9VQ4HE6n01Pv1ufzRaPRvr6bVNUjhMjldrzyyhdTyeFsLmc2m4FAoFBIm2Z19eq/EELp7Lyyv//uSDTtYsBxSo/JV3fvJk88Ebqu67oej8ScxQOjgz975vHpbBiNxXo6uq698Epn8R/v/86PnvyvZCJRLpc1TUtEEl/OfSvo81++5gJVUW++4rrf7NkViUZb59M9Y5yzfDnjvwBgHAIOADi1DI+nM3roTgHD6YRlWbteeumYXydGIpGOaHzdklVCCNu2v/foA+l0av/+/c6z+XzetKyfPffEuy5/66LuvqDPf8nKdQeGjjFERdf1zs7O1jWNZtM0zYDf7/f7NV23bdu5EUahUCiXSk6bYDDo3MDF6/UqitKo16u1WrlUyuVyrfc18Hq9oVBobNEWolatWpYVCod9Pp9hGMK2q9VquVIpFgpjU6IGg8FwJBLw+3XDUBSl2WxWKpVSqZTP5fjGdcZC4XA8fpEzQUa1Ojg4+MDIyMjw8LDzbLFQUDWtv/+uOXOuUhQ9ElkVCCwIhhLHDDii0ajHE2lru9hZ7O+/O5tN7t2711nM5/ONRiMQ2JrN/iYWW68oWmfnlZnMb3VdbzabU+zWuYXnmEazaTab/kDA7/frzjHZaFTK5UKhUDp8TAYCgbBzTPp8iqI0Go1atVoql/O5XOtNiHTDGLfzarVqmmbYOSY9HmdNpVIpHrnzSCTiDwSMw8dktVotFYv5fH7ijTwwY859Tzqjh4aoJLKpUqm07/DhdDSKooTD4Y2rNngNjxDi9aEDP3vuidGRkdHRUadBJpPRNO2uR++/bPUGRVHWLV01J9Y+EhyeOuDo7u5uHQVj23a9Xtc0zR8IOPdXNpvNWq1WKpWc49xpFo3FQsGgc36zhajXas7pa1zyNe4gtCyrWqt5DCMQCHi8Xk3TLMuqlMvOhs7OFUWJRqPBUMjv92uaZltWo9ksl8utByoAYFIEHABwaum63hY+NL1oMp8xm83pXLoHgsHlfYucP+IHU6O7B/bm8vnWBvlcrlypPLf7xUXdfUKI85es+snTj/p8vmq1OsVue3p7O6Jx549s0zKT2bRhGHNi7Ut657eFopZtDaZG9xzcn8lnk8lkOpWaM2dOWzzeFokt6Z3f296lKkqmmNs7PDCcTqTT6WQi0TrJQuvOm2YzXy4KIbrbOpf0zo8Gw5ZlDSSH9wzuz+SyqVQqm8nMmTMn3t7eFoku7V3Q1dapKEqmkH19qH80m0qlUslEgj/lZ0DX9UAgEIutcxbT6efq9XK25erOtu18Pl8u95dKe0OhZYqiRSKr/P6XjrnnQDAYDC42jIgQotHI5nIv5o88JnO5XKlUSqWejsXWCyGi0XUej8fv90/d06Gnt9fr7RBC2LZl22a1mtY0zeNpD4WWejztQljV6nCxuKdcTqeSyWQy2dHZGY/HA4G2YHBxINAnhNpoZMvlfZXKYCaTSSYSrS83bueNRk4I4fXOCYWWGEabEFalMlgs7imV0qlUyjng4+3tfn8sGFzi9/cKoTYamVJpb7U6PPGAx4nQdV0RIhoMOUP2sqX81EGYw+/3+/3+85eudBaffvn5SrWaO3w7WEc+n98zuP9gaqSvo9treJbPW7znwDFyE6Eoa1asdjIO0zIrtWqhVPR5vQu7+xZ29XkNT61R3zs8sHe4P5/PDx482Gg05vb1tbW1dbV1LOk5dH4bzaVePbgvncum0+mR4eGxrE3VtNXnOAXbpmkVq+VGs6Fr2qLueQu65np0o1Kv7R3q3zcykMvlkomEbdsdnZ2xWKwn3rmkd0HYHzItcySTfPXg3mwhn0qlEqOj0/msAODsRMABAKeQqqq6rncc7sGRKeSc740DgYDzx7TzlfK4rdZv2GCZ5rK5C53F14cPmJY57sqqWq3WarVd+/c4i4t65imK4vF4pg44hBCfeOcHLly+tlAu/dsj9/Unhq5ef/mbzt/oJCmORC59z5af/PCp/wqFQl0dc26+8rp3brw6FoqMNWiYzWd++/zXf3L3bsMYHBx0CnPCiD+/5Q9WLVhWKBe/8eDdqXzmrRdcuem8i535RxzD6cRdjz7w46d/EQ6He7u6b9l0w9suuSoSeKPrR73ZeOqlbd/4yV2vGcbgwYPlcpnxKcfF7/erqhoMLnEWC4WXq9XquKMik04vWLCgWHw1FFomhAiFlvn9/mPu2efzhUJLncfl8gHTrJSOPCabzWatVisUfussBgJ9qur1eDyT7ewICxd+uLNzU7NZHBi4p1DY3dm5qavrLZr2Rkn1evrgwfs8nnu8Pl97e9fcue/q67vR43ljfkrbNjOZbXv3fsPjeWlocNBJXpzyli79RFvbhc1mYf/+fyuX+7u6rp4z502q6h3btlZLDAzc4/P9MBAItLf39PXdPHfuOw0jNtbAshrp9DN7937dMF4ZHBwsFYsckydONwxdN5zf/XqjUayU6/W606vLtm3btqvV6sQseMXKlaqiLuya5yy+3P+acyZsbVMqFk3Len3wQF9HtxBiWe9Cn+/YczwLIf71019SFTVfKv7F9/6hMxq/dfMNS3sXjPXssG17577d//zT7+8Ih4UQ8+f0/t5bbty4an3r+S1bzD/4zGPffeSHuqYdPHhw7NzuMzx3fuqLlm2mC/kv3P1P3fHOWzffsKh73tiGlm09v2fXnQ9//ze7d2qatnrROb/3lhsvXL5W1974Qz2Vzz7wq5/f9dgDmqYN9PdzfyIAmBQBBwCcQoZhaJo2NkRlNJty8ouxBvV6vVAoTJyLUdW07rZDw0lGM6lms1mfMHNHvV4fziScx7FgxGt4nF7fU1OE8OhGeySmq9pnbvvj9khsXIPOaPyP3/H+eDh27y8f/uztf3L+0lXj35SmX7b6goVdfZ/+1hdrtdqRyYvi0Y32SJuuaZ+9/U9aYxFHd7zzUzd9OBIMPbL9qf/3vX+yesGycQ08urH5vEsWzOl1dl4+cOCY7witDMNQVcPjOTR3Y6022qjXJzar1+uVyqGpQ73eLk3TDMOYYp5RJz7z+brHduvsZPxua7VaLWHbpqJomhbU9ZAxjYBDCEVVPR5PXAhtxYo/83q7xj3t8cQXLfqo19u5d+8/r1jxv9vbL51QnhaPXxQMLtqx43/WarUju5Y4O29XFH3lys+0xiKH337nkiV/7PHEDePelSs/G4uNv+2oqhodHZcFgwtffPHT9Xq9RCeOk8EwjKDPH/QFhBDFSrlUrfT19fX19Y01KJfLhXw+m8uN+8B9Xq9zDykhRDKbnngQ1mq1RqMxmD40aKWrrcMwjKkPb4ciFK/h8Xk8m9ZefMMlb/IceTpVFOXcRcv/z4c+/Zlv/52h639680fHTuxjYqHI7Ve9o6ut4wt3f61SrSYOD5xxNvfqXkPTr7ngd96y4QpDP+IvcFVR1y9b88W5C//szi91xuKffNcHJ95WvD0S++A1N3VE41+5985KucytYQBgUgQcAHAK6bouhHD+VLVtO18uvvn8yy5eua473mloeqFSemnf7id2PPvqwN5gMDiaSDgpxs6dO9esWRMJHurXUKgUna80x+3cMs1KrWrbtqIoPo/Xa3g0TTt2TYe/kLzh0jf7PJ6tL217dveO4XTCYxhrF6+49sJNAa9PCHHz71w3b07PeUtWpgu5rbu2bX/1pUq92hXr2HTexc7MIHM7ut9/9bu+mPxaKp0uHh4UMDaK/fY3vVPX9Cd2PLNt986RbNLv9a1bvOqtF/6O01Xk9qvesW7JqpXzlyRy6ade2vb8nl31ZqM73nHVuo1rFp4jhFjcM/+2q97+1f/813QqxUCV46Lpuqp6NO3QV9bNZsmcbOYI27abzUPXjYYRFkJomjbFFaCqqpqm6Xrk8G6LzuwY45qZpmlZNdtuKIqmqrquB6Z1TB7W2XmlpoXS6V+n089Uq0OKokWj53Z3X+vMJ9LT83ZNC8TjFzUauVTqV9nstkaj4PXO6ey8oq3tQieqWLjwQ6XS5zLp9LhhC0KInp4bVNWXSm3NZJ6tVodV1RONru3uvlbTAkKIuXNv9vvnRaPn1evpVGprNrvdNCteb1dn5yZnvI/fP3fBgvdXKn+TdnU23zOGrushf9CjG0KIbCk/r7P74hXr1i5e4YyVS+Yyz+5+8Zc7nh1OjiYTiUTiUJI7ODi4Zvkqr2E4x3C5VpnYA845WxYrh84bkWBIURRVVSeUMLmAL3DtRVdmirmtu7a/fGBPtpjvauvYuGr9pavWCyECXt/Hrr81GgzFw7E9B/c9sfPZPQf3GbqxqHveWzZc3tve9f+3d+fBcVz3ncDf63MODObAYHAQIEBSJCWRlHVQNC2JlGgdlmVRlmMpKzmJ4jhrr8qVTWzvppxjqzbrOKnEceRKajdl2SVZcSxLJnU5pChRtEVSPCzwEgleAAgS91yYu+fq7unu/eOBo8HgIACJkof8fv7RzOD144D8qav71+/9foSQe266fd/Jw29kMpUJDsblcG66cf14OnHg9JHe0QuZXLa1oemO1WvXrlhDCKl31H3tc4+1NjTVO+p6Rs7vO3nkQmhIFuVlrR2fWbuBtdR98JOb9nZ3KYqCBAcAwLSQ4AAAuIwEUeQoxxYyaCX9b574RrPXXzng5mtWPb5p8/au3U9v/znH88NDQ4QQjlK2UIKNKRnGtGU7TMtiP6KU8jwvCsLcL+IJIU2ehmd3bn3t4K5sNlvSdY7nf330wN4TXd/98rfqnS5REDasvjWain9vy9PvnTudURTTNGVJ2nFo99c3//7Dt99HCNmw+tanXT+vczrLCY5yhqPe7vzh6z9/49CefD6vqSrH83uOv7v/9OHvPPFNu2yzy7a1K9aMxcL/8IunTw305nM50zQ5nt9xaM+3vvjH992ygRDy6U986tk3tzqcTiQ45oVSSilPyERawbJmCB7TNM2JR99sv8bsmQjKcWwtw8XDpy8lY1qWZRmWZV48SObnE5MOR8fw8H+Mjm7N5RRd1zmOk6Td0eivV636O1n2U8o1Nd2nafG+vqcSiXcVRTEMQ5KkcHjHkiVfaW//EiHE51tvszU56yJTExw2W9PAwLPB4GuFQl5VVUppXd3e8fG9q1Z9VxTrOU70+zeoarS393vJ5LFcLmcYBs9x4fCOZcu+3tr6MCGksXHDwMDTTqcTCY4PThRFb1092wCSLeT+33//TuVGOdJO7li99g/u/sKzO7e+/u7blOOikQg7Nwo8z050lmUZ5vThbVmWfrFKhU2UWYZujl+M57hQYvwHLz9zdvi8ksmUDEOW5de7dj++afNXH3iMEHJt+1JCSFfP8X/a8uNoMpbL5Sildrv9zcN7//Gr3+4ILCKE3H/rne90H3I4HOWCyowsSmeHzz/18jP9Y4P5XK5UKomiuL3r7T+675Hfu/vzhJAbl11vWda+U4efeumZWCpRLBbZPse3ju77/tf+ssnrp5Tev3bjkd5uu8NRmDw5AAAgwQEAcLmIkmSZpiiKNkl22R3s0pZlN4qaSgiRRIklMgReePi2e30u93ef/7+apoVDoQU0EKGEUEpJRSOAGV2c/Mi5k68eeCsYDEbCYfYnejwejuN2Ht336MYH2JgXdv/nobMnhoeGyreLizs6tryz47Pr7pJFyWmztzW2DI4MTZmb7D999I1De8ZGRyORCPvE6/VSSnefePeBdXexT36669VjvSfHxsZYgwNZlrWWlhf3bL/7ptt5jvO63M3exhF5ZL5/FTAXlT0jKJ3Dvd8Cm9pwdC4xeVEmc2p0dEsoOBaJRNiTebfbTQgJhbZ1dv4RGzM29sr4+IGhoaHUxV1dbe3tovhyS8tmQXBxnOh0dthsfVMnTyaPBIOvBoPBcCjEPmGTRyI729oeZZ8MD78QjXaNjY6yLWOSJDW3tMjylubmz3KczPNOu73NZrtUxUqYA0kU/fUTG6nYojDTMlVN4ziunOnwu71//uhXJUF8ee+OYrGYmZK0mot5RSDz4u5tx8+dGRkeLu91amltfeXAzgfW3bXI30wIUQq5f9v2s4HRoeGhIVbv02azGYbxyr6d3/ziVwghy1oWS6Ioy3JVgsO0zJ/9+tVT53uCY2NsclEUA4HAL/a+fv+tGxvqvYSQhJL6t//82fDYSCgUYtVzXC4XpfSXv/nV1x54jBCyvK1TEARJFAsL+OsAALjSIcEBALAQNru9s7NzlgFqsRiJRARBsMu2chW6E+fPvnrwrXOjg2pJc9oc61be8F/u/BwrQbpxzbqHb7/v+V2vVbW6nDNK5pTeeH/UhdBIsVgsZzcIIalUqqGhoWfkAnurlfSDZ44lJq/2z2azsXQinkmyxdgN9R6hYqd6+RucDw5lFSVasUI7mUw2BgK9oxdYgiNbzHf1Hk8mk+X2jaqq5vL5cGI8ncv4XB5CiNflFuZQVQSuGPn8kKap5ewG68zi8/nKhUsty4zFDiQTiVRFzZqsouh6qliM1NW5CCGS5J+2GE0udyGfz1fuGkin07lstjy5aWqJxMFkMlkuiMMqbqhqTFXjdnsrIUSSGhCTHwpBEMrVhTVde/PIvrePHxyLRQixmn2Bu2+6bfP6u3mOo5R+7XOPdw/0ZLPZjybBUTJKvaMXkslkZSWXTCZTVNXhaJAlOPpGB0bHw/F4vNzNpFgs5nO5/uAge1tnd9ok26RzIyGEEFXX+0YHUxWT67qeUZRcMT8Wi7AEx+nBc+PpRCwWK9cGVhSlkM+fG5uY3O1wiYIoCLiGBwCYBk6OAAALQQlxOBz333rnTAN2dO0eGBhoDARS2fST//K/Vi9Z2d7Y8tzOlxKpZFZRDNOURLFvsP83Z4595w+/tbSlnZW92HFoT7y+PjW54OiH/s3LeJ6vWi1iVuxdV/LZVFbJT94hommaYZqqPrG7YZbCH4IoVk9umtnCxPPMVDaTLeSrWsNoqloySlpJf3/y+WxwgCsAz/NVCT7DNEuliSA0jLymxfKFSY+uWRMN05yowstxtskx+X7Ii6I43eQTQVgqKZqWqgr4oqpallExuTyvqiIwE1GS3jq2vz80fNOy6wbCo/tOHs6k02y9w3n7wIn+M90Xev7q8a8LPO+Qbb975+cGw6OxWOzyfqeZMyH5XI7juFxxIvCC8QghJF3RfZmd3wqqyvYMChwn8DxXmVupeFm1GkrJZAgheXVi8tFYuFQqVW2DsiyrcHGAwAsCN7+1UQAAVw8kOAAAFu53br9vWWvH1M9f3LONvRgaHEwmEmF3uGewX5bleCwWiUTKD/1cLpdhGD/c/vw/fvXblNBGt++GJdeGIuHLmuCY+15007LmuzOB52a996uYzDRNdtU+n+nhynSJPTKWVXFLaLIikh/q5OWXiMmPTl9vb53LNRYKHu3ptiwrGolUVs30+/2/IvvXLFn5hdvvI4Ssv+5Gp83hcDov61fiKSs0c+kEljFDXaRZsHyEMJfJzQWs4AMAgAlIcAAALBzHcex5XeWHpmXRiqd1mUwmk8lQSqdeECuKIorisf7T/WNDyxd1EkJWd67Y332I7fQwL3UBTSv+YxHLssy5XHPTWR5TVmHTze9mcp4PFXEzeRlMDoMZ/kUq4nY+N/YTY+b87zynmJzt0XnVH7+QeJlXTCIgPyKFQqFQKLDmKLIsq5PbYMdiMafT+XrX25+/7R6Och5nfXtjy/DYiK7rkztKXfof15yui9C0Zjl9VYXxAqJkHideAAD4AJDgAABYuO9t+dEcR850m6coiqZpPSPnWYKj2dfIqpOyEhhsjMAL0195U8pzHLtuNgxD1fVpG4LCVcU0TcsyLGviITCl0y9lv9hshR1SZCE0y7QsgMs7NSidPiYppZRyFxdNWIZRREzCJVVlN5hsLjcyHo5nUo1uHyGk0eOTRFFVVd0omZZJCE/ZCXCGOBQu7iTKq0W2F+ny/x4AAPDxQ4IDAGAhCoVCPBb7zcx7wk3L8jc2shISE5fglBYKhapt27quE0LSuYnt1nbZdvEe1UpnJ6rQuRxOSinHcVWPIgVBcDnq2ORFXdVLurmQ6qRwRTFKJdPUDCMnCE5CiCDUTVszguN5UfSw16wIRXnn1PTTGkapVNK0iegVBBelVBRFFsBloiDwvJMkDlcDAAAONUlEQVRSkbWSNYzCgirmwhWuqamJXMyHscVEkUik6vymqaphGvligbgJIcQu2XhBMEqloqYWNVUSREqpw2afGt4cx3HcRHNu1oN2Xus4AACgpiHBAQCwQENDQ7MPaGltve6alWz/CCU0k1OGhqc5pLItoqZr7FZT1/VIaiJ70uILCIIgyXJxcm1FSZroO0sISSppTder7jbhKqRpmmWVNC0pywFCiM3WLElS1RhKqSRJrC0IIaRYDJmmeclMhK5pqjrR9Ndma2Y7C6pCTpIkWfaztSGlUrZUyiImYSp/Y2OTr5FtOaKEhmKRZDJZbhrCcBxHCRUv9gpRdc00TV3XVV1L5xTWgaXJ65dluWpySZIEQWjxBdjbUCKq63oJcQgAcHVAggMA4HLRNK2oq8//xQ9skkwp/cr3vx2KhKvGuFwunuc7AovY21BiXNM0QkixUDg3NpENWdayWOCFOqezMsEhy7IkSSvalrC3A+FR0zLZsXA1y+VyhmHkcuddrpWEkPr6VTbbdrvdXqgIHo/HQyl1Opeyt9lsP+teMbtisZjNTrQQdjgWC4LT6XRW9sHheV6W5bq65extoTBqmqo23e4DuMqpqnrD0mv/4rEnTcs8O9T/5z/+B1GSqhIcDoej3lHHOkYTQqKpuKZpmqZZljUQHm1vbCGErOpY/vaxg1UlPJxOJ8dxnU1t7G1/cKgwOTUMAABXMLTfAwC4XIqFQlFTB8IjNkmWRWn9dTd6PB7ZZqsc4/F6G+q9qzon7glPD51jV/m5XK535AJrHNjk9d+wZKXH6510oMfjdDjXX3cTe3u072Q+n6+6Q4CrUz6fTyaPstde762yXO/1+co/pZS6PR6nc4nTuYwQYllGOn2qMDnB0dDQ0NTc7PP5Knvu5HK5XO6CpiXYFhWv91aP11s5wOv1OpxOv/8O9jaVOqapKu4tYapisXg+NMQ2nqxoW9rs9Xsnn9/sdrvb41l37SdskkwIyeSzI+OhYqFQKBTy+fzRvpNs2Keuv9lpd1SGNyHE7fFc275skb+Jrfs4O3x+Lvk7AAC4MiDBAQBwueRyuUKhsP/UEfb2kY2fXRRo6Vi82NfQYLfbnXV1be3tjY2Nj931oNPmIIQklHT3hR6OUkJIKpVKZtNHz51ixz62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