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Raspberry Pi Pico | End-to-end AI Design Tutorial [Example] 1526
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![Schematic of Raspberry Pi Pico | End-to-end AI Design Tutorial [Example] 1526](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABaAAAANUCAIAAADKER2qAAAAAXNSR0IArs4c6QAAIABJREFUeJzs3Wtzm+eZ4PkbDx4ABAmQEEgdKImyJEuJ07Hk2EJ601OZ6u7a2dRO1U51V9faXyH+PM4bp3Y+QfojdNVspuPIh1CyJSWSDzIpUWdRPEAkCOK8L7Ct0ii2bHcnAm7m93vhgkGKdeGd+Nd9X0+mMjMTAAAAAGKWjHoAAAAAgP8ogQMAAACInsABAAAARE/gAAAAAKIncAAAAADREzgAAACA6AkcAAAAQPQEDgAAACB6AgcAAAAQPYEDAAAAiJ7AAQAAAERP4AAAAACiJ3AAAAAA0RM4AAAAgOgJHAAAAED0BA4AAAAgegIHAAAAED2BAwAAAIiewAEAAABET+AAAAAAoidwAAAAANETOAAAAIDoCRwAAABA9AQOAAAAIHoCBwAAABA9gQMAAACInsABAAAARE/gAAAAAKIncAAAAADREzgAAACA6AkcAAAAQPQEDgAAACB6AgcAAAAQPYEDAAAAiJ7AAQAAAERP4AAAAACiJ3AAAAAA0RM4AAAAgOgJHAAAAED0BA4AAAAgegIHAAAAED2BAwAAAIiewAEAAABET+AAAAAAoidwAAAAANETOAAAAIDoCRwAAABA9AQOAAAAIHoCBwAAABA9gQMAAACInsABAAAARE/gAAAAAKIncAAAAADREzgAAACA6AkcAAAAQPQEDgAAACB6AgcAAAAQPYEDAAAAiJ7AAQAAAERP4AAAAACiJ3AAAAAA0RM4AAAAgOgJHAAAAED0BA4AAAAgegIHAAAAED2BAwAAAIiewAEAAABET+AAAAAAoidwAAAAANETOAAAAIDoCRwAAABA9AQOAAAAIHoCBwAAABA9gQMAAACInsABAAAARE/gAAAAAKIncAAAAADREzgAAACA6AkcAAAAQPQEDgAAACB6AgcAAAAQPYEDAAAAiJ7AAQAAAERP4AAAAACiJ3AAAAAA0RM4AAAAgOgJHAAAAED0BA4AAAAgegIHAAAAED2BAwAAAIiewAEAAABET+AAAAAAoidwAAAAANETOAAAAIDoCRwAAABA9AQOAAAAIHoCBwAAABA9gQMAAACInsABAAAARE/gAAAAAKIncAAAAADREzgAAACA6AkcAAAAQPQEDgAAACB6AgcAAAAQPYEDAAAAiJ7AAQAAAERP4AAAAACiJ3AAAAAA0RM4AAAAgOgJHAAAAED0BA4AAAAgegIHAAAAED2BAwAAAIiewAEAAABET+AAAAAAoidwAAAAANETOAAAAIDoCRwAAABA9AQOAAAAIHoCBwAAABA9gQMAAACInsABAAAARE/gAAAAAKIncAAAAADREzgAAACA6AkcAAAAQPQEDgAAACB6AgcAAAAQPYEDAAAAiJ7AAQAAAERP4AAAAACiJ3AAAAAA0RM4AAAAgOgJHAAAAED0BA4AAAAgegIHAAAAED2BAwAAAIiewAEAAABET+AAAAAAoidwAAAAANETOAAAAIDoCRwAAABA9AQOAAAAIHoCBwAAABA9gQMAAACInsABAAAARE/gAAAAAKIncAAAAADREzgAAACA6AkcAAAAQPQEDgAAACB6AgcAAAAQPYEDAAAAiJ7AAQAAAERP4AAAAACiJ3AAAAAA0RM4AAAAgOgJHAAAAED0BA4AAAAgegIHAAAAED2BAwAAAIiewAEAAABET+AAAAAAoidwAAAAANETOAAAAIDoCRwAAABA9AQOAAAAIHoCBwAAABA9gQMAAACInsABAAAARE/gAAAAAKIncAAAAADREzgAAACA6AkcAAAAQPQEDgAAACB6AgcAAAAQPYEDAAAAiJ7AAQAAAERP4AAAAACiJ3AAAAAA0RM4AAAAgOgJHAAAAED0BA4AAAAgegIHAAAAED2BAwAAAIiewAEAAABET+AAAAAAoidwAAAAANETOAAAAIDoCRwAAABA9AQOAAAAIHoCBwAAABA9gQMAAACInsABAAAARE/gAAAAAKIncAAAAADREzgAAACA6AkcAAAAQPQEDgAAACB6AgcAAAAQPYEDAAAAiJ7AAQAAAERP4AAAAACiJ3AAAAAA0RM4AAAAgOgJHAAAAED0BA4AAAAgegIHAAAAED2BAwAAAIiewAEAAABET+AAAAAAoidwAAAAANETOAAAAIDoCRwAAABA9AQOAAAAIHoCBwAAABA9gQMAAACInsABAAAARE/gAAAAAKIncAAAAADREzgAAACA6AkcAAAAQPQEDgAAACB6AgcAAAAQPYEDAAAAiJ7AAQAAAERP4AAAAACiJ3AAAAAA0RM4AAAAgOgJHAAAAED0BA4AAAAgegIHAAAAED2BAwAAAIiewAEAAABET+AAAAAAoidwAAAAANETOAAAAIDoCRwAAABA9AQOAAAAIHoCBwAAABA9gQMAAACInsABAAAARE/gAAAAAKIncAAAAADREzgAAACA6AkcAAAAQPQEDgAAACB6AgcAAAAQPYEDAAAAiJ7AAQAAAERP4AAAAACiJ3AAAAAA0RM4AAAAgOgJHAAAAED0BA4AAAAgegIHAAAAED2BAwAAAIiewAEAAABET+AAAAAAoidwAAAAANETOAAAAIDoCRwAAABA9AQOAAAAIHoCBwAAABA9gQMAAACInsABAAAARE/gAAAAAKIncAAAAADREzgAAACA6AkcAAAAQPQEDgAAACB6AgcAAAAQPYEDAAAAiJ7AAQAAAERP4AAAAACiJ3AAAAAA0RM4AAAAgOgJHAAAAED0BA4AAAAgegIHAAAAED2BAwAAAIiewAEAAABET+AAAAAAoidwAAAAANETOAAAAIDoCRwAAABA9AQOAAAAIHoCBwAAABA9gQMAAACInsABAAAARE/gAAAAAKIncAAAAADREzgAAACA6AkcAAAAQPQEDgAAACB6AgcAAAAQPYEDAAAAiJ7AAQAAAERP4AAAAACiJ3AAAAAA0RM4AAAAgOgJHAAAAED0BA4AAAAgegIHAAAAED2BAwAAAIiewAEAAABET+AAAAAAoidwAAAAANETOAAAAIDoCRwAAABA9AQOAAAAIHoCBwAAABA9gQMAAACInsABAAAARE/gAAAAAKIncAAAAADREzgAAACA6AkcAAAAQPQEDgAAACB6AgcAAAAQPYEDAAAAiJ7AAQAAAERP4AAAAACiJ3AAAAAA0RM4AAAAgOgJHAAAAED0BA4AAAAgegIHAAAAED2BAwAAAIiewAEAAABET+AAAAAAoidwAAAAANETOAAAAIDoCRwAAABA9AQOAAAAIHoCBwAAABA9gQMAAACInsABAAAARE/gAAAAAKIncAAAAADREzgAAACA6AkcAAAAQPQEDgAAACB6AgcAAAAQPYEDAAAAiJ7AAQAAAERP4AAAAACiJ3AAAAAA0RM4AAAAgOgJHAAAAED0BA4AAAAgegIHAAAAED2BAwAAAIiewAEAAABET+AAAAAAoidwAAAAANETOAAAAIDoCRwAAABA9AQOAAAAIHoCBwAAABA9gQMAAACInsABAAAARE/gAAAAAKIncAAAAADREzgAAACA6AkcAAAAQPQEDgAAACB6AgcAAAAQPYEDAAAAiJ7AAQAAAERP4AAAAACiJ3AAAAAA0RM4AAAAgOgJHAAAAED0BA4AAAAgegIHAAAAED2BAwAAAIiewAEAAABET+AAAAAAoidwAAAAANETOAAAAIDopaMeAAD4c6nVan/7d3935fLlUQ/yp7e9vX3+/PlRTwEAjBGBAwD2siuXL1/ei4Hj5MmTox4BABgvrqgAAAAA0RM4AID4nKvVRj0CADBeBA4AYEx1u92TL7+8s7OzsbFRr9dbrVa73e50OqOeCwAYR3ZwAABjand39/Dhw/fv3et2u/Pz8xPF4u+vXKlWq1tbWyGEn7/99nP+7C/fffcFTgoAjF6mMjMz6hkAgD+LWq1WrVb36pJRT1EBAJ7migoAAAAQPYEDAIiPJaMAwDMEDgBgHO3u7h45enR7e7vRaAz/G0LodDr7DxwY9WgAwDiyZBQAGEeTk5PVavX//K//9b3f/GZ1dfXUqVP1ev306dPTMzOrDx9aMgoAPEPgAADGUavVunjhQiaTyefzx44dGz455ebNm1NTUyGEC4uLlowCAE8TOAAgYrXnrqI4V6stLy1NTk42m83p6ek7d+7Mzs5OTU3dunVra2urVCqVSqUXOOx3k8vlhi/6/X6z2Ry+HgwG29vbI50LABhTAgcARGxxcfH531CtVjc3N1utVr/fr1ar6+vrc3Nzb7zxxq1bt+r1+osa80/vXK3mBAcA8DSBAwD2uHw+n8/nQwjtdntqaurOnTvD958ckRhPaZrOzs7euHGj3+9nMpk0TScmJgYhFPL53d3dUU8HAIwdgQMAGEdJkkyVSj/72c9+/etfb2xsHD16tNfrnX3ttd3d3T/8/vffeD3nG8+2AAB7TKYyMzPqGQCAP4tarVatVi9fvjzqQf492u12LpfrdruFQiGfz3c6nV6v1+v1stlsCOHkyZOuqAAAT3OCAwD2uImJiXq9nqZpr9cbhoPh63w+P863VIbXanK5XL/ff3InZVg3AAD+mMABABGr1Wrnvv6mRq1W++df/WpjY6NSqaytrSVJcvDQob/6wQ+uX7++srLS7XbHOXAAAHwnrqgAwJ41vKKytLTU7/d3dnby+fz29nYmk8lms2ma9vv9UQ/47/fmW2/94p13Rj0FADBGnOAAgD1ue3t7+KLdbg/vfYQQxr9u9Pr9N954Y6fR+PiTT7a3tvbt25fJZM6cOTNVKl28cMGSUQDgGQIHADCOihMT/X5/a2vr4IED1X37crlcvV7/7LPPKpXK8BskDADgaQIHADCO2u32laee/zLcjRpC2NzcHOlcAMCYSkY9AAAAAMB/lMABAAAARM8VFQCI2PMXbZ6r1ZaXlprNZqVSmZubW9/Y2NnZWV9bq1QqaZpOTEzU6/Xt7e1CoTA1NfUCp/5WkiSp1WpXrlyp1+uNRiOfz+fz+bn9+48dOza8umLJKADwNIEDAPa46enpBw8eNJvNqamp6enpNJt99OhRuVw+/b3v5e7fz6ZpNhnHE53ZbLa5u7tw7NiTIXu93m6zuby0NOrRAIBxJHAAQMS+8ZxCtVrtdDrDJ480m83QbIYQ9u3bF0L4/LPPQgjjWTdCCJ1O58mS0eGQ2Wy21Wq1Wq3hm85oAABPG9O/0wAAAAB8ewIHAAAAED1XVAAgYt9myWij0ej1etlsdjAYdDqdycnJ119//fe///3m5ubMzMzW1laSJFNTU/1+P5fLvcDZv8FgMDhz5sy1a9fq9Xqn08lkMlNTU8VicW5u7v79+5aMAgDPcIIDAPa4ubm5YrGYJEkIYWJi4rUf/Sifz2ez2YmJiXw+X6lUTp8+fe7cucFgMOpJ/xeDwWCmUnn99ddn5+ay2ezCwkI2mz106NDnn38+6tEAgHGUqczMjHoGAODPolarVavVy/+2qnMvefOtt37xzjujngIAGCNOcAAAAADREzgAAACA6AkcAAAAQPQEDgAAACB6AgcAAAAQvXTUAwAAhBBCs9l88qja119//csvv1xbW/ubv/mbix9/nM/lkiRpt9vFYjGbzbbb7eEzYp7z0xYXF1/U4ADAWHCCAwAYC//7f/kvgxA6nU6xWCyXy2ma/l//7b8dPHRotlotFovdbjebzR48ePDkyy+PelIAYBw5wQEAe1y/389ms91ud/gin8/v7OzkcrlMJtPpdJIk6fV6mUwml8uNds7zv/3t1OTk8PXi4mK73f7Nv/7rk6+maRpCuHv37t27d598z4gmBQDGkcABABGr1WrnnntTY3lpKV8o7DQag8Hg5MmT9+7dy+VyJ06cOHny5Mcffzw/P3/x4sX/42c/+9f/+T9f4NTfSj6fH/UIAEBMBA4AiNji4uJzDjLUarVqtdra3R0MBkmSLC8v9/v9fr+/vb196dKlhw8frq2tJUny4QcfvNipAQD+9AQOANjjstlsNpt9+p16vR5CmJycDCEUCoXBYOC4BAAQO0tGAQAAgOgJHAAAAED0XFEBAMbFSy+99Nnnn/d6vR//+Mc3lpdv3bp1rlZbXloqlUo/+MEPPv/888OHD0/PzHz04Ye1Wu3nb7/9nB/1y3fffYGDAwCjJ3AAAONiqlSaLBYrlcqVy5c7nc6RI0dWbt7c2tpqNBrb29vdbncwGKyurg63q0oYAMDTBA4AYFxc/cMfQgjr6+vDxai7u7shhOnp6eFXc7nc1tbWqGcEAMaUHRwAAABA9AQOAAAAIHquqABAxJ6/aDOEsLy0lM/nK5XKo0ePHj9+XCgU+v3+3/7t354/fz5JxvHfOV555ZWlpaVbt27932+++f758w8fPmy323Nzc3/3d393+fLl+fn5qVLp4oULlowCAM8QOAAgYs//Nb5Wq1Wr1f5gsNtqtVqtNE37/f7p733vxo0bvV5vPANHLpfLZDI/+MEPPvzgg62trXw+f+zYsc3NzfX19fX19Uql8uDBA0tGAYA/JnAAwB7X7XQe1+u5XC6Xy4UQVm7eHHaEUc/11a5cuRJCaLVaIYRisRhC2N7eTtP06tWraZqurKyMekAAYEyN4z/dAAAAAHwnAgcAAAAQPYEDABgj3W630Wg0Go2jR48O76fs7Oxsb293Op3h0pB2uz3qGQGAcWQHBwAwRn76n//ztWvXdhqNnZ2dNE273W673Z6dna1Wq+12+8TJk91O5/PPP//GJ8hYQQoAf2kEDgBgjPy//+N/ZLPZ4uTk6upqr9c7cODA8FhHvV4PIVy5fLnf7w83pEoYAMDTBA4AYIwMn5zS63az2Ww2m33mQsrwzdFNBwCMLzs4AAAAgOgJHACwx00Ui9vb271er91uNxqNdru9vb3dbDYzmcz29vaop3vW9r+ZmJh48r+DwWBiYiJJkuHwo54RABhHrqgAQMRqtdq5Wu05X/3nX/1qfW3ttddeu3r1aqfT2dnZ+cd//MfV1dWdZjOXpgcOHvzoww9f7Mjf4O///u/ff//9wWAwOzu7sbGxubnZarUqlcq5Wu3SJ58cP358EMLy0pIlowDAMzKVmZlRzwAA/FnUarVqtXr9+vXNzc18Pp+m6c7OTrVabTabvV6v0+lkMpk0Ha9/7Wg0GtPT08PDGt1ud3Jycvh+q9VKkiSbprvNZi6Xe/Ott37xzjujHhYAGCPj9XcaAOBPbmdnJ5/PD59Fks/nn1zxGD6LZNxMTU31er1er5fJZHK5XKfTGb6fJMlw+eh4jg0AjJwdHAAAAED0BA4A2OPy+Xyn0xkMBiGE4b2Pdrv95GTEuOl0Op1OZ3jYZHhqo9PptNvtQqEwfD38IAAAz3BFBQAi9vwloyGE5aWlzc3NH//1X//uo4/6/X6j0finf/qnf/mXf3my22LcnDl7djAYXLl8+dy5c789f36n0Wg2mwsLC8ePH798+fLf/Kf/tHLz5urqaq1Ws2QUAHiaJaMAsGcNl4x+8cUXW1tbSZIkSTIYDOYPH7539+7ExESr1Rr1gF9he3t7enp6bm5uc3Nza2ur3+8fOnSo1+tNTk7evn07SZJ+v5/P5y0ZBQCe4QQHAOxxzWbzyaNSMpnM/Xv3MpnMeNaNEEKpVOr3+w8fPgwhDK+l1Ov1YfgYrkoFAPhKdnAAAAAA0RM4AAAAgOi5ogIAjJFTp0599NFH5XL56NGjDx48OHP27IcffNDtdg8ePJimaTabDSFsbm4ON4w85+csLi6+wKkBgNFzggMAGBdpmh48eDCfz588efL69eu5XC7NZlutVi6X279//+PHj+fn53M2cQAAX8UJDgDY43K53GAwyOVyzWaz1+uFEHq93ngu7Ox2u7/+9a9LpdKtW7fK5XKn0/n444/37dsXQlhZWclkMteuXXvyzc5oAABPEzgAIGK1Wu3cc29qLC8tbW5u/vSnP719+/bq6mpxcvJHr71269at4S2PMZTL5UY9AgAQJYEDACK2uLj4nIMMtVqtWq3Ozs5evXq10+lMTU1NlUofffRRmqY6AgCwxwgcALDH7e7uDl9kMpmdRqNYLI56oj+BC+6nAAD/K0tGAQAAgOgJHACwx+VyuXa7PXzd7/cLhUK73R4MBt1ud9SjfbV2u91ut7vd7nDCTqczXJI6fP3kswAAPM0VFQCI2LdZMvr48eNXX331008/bbVax48fn5qamigWG9vb/X7/BU76HZw4eXLt0aNbt27l8/lisdhut2fn5g7s3//FF1+8eubMzMzMRx9+eK5WO3P27HN+yC/fffcFjgwAjF6mMjMz6hkAgD+L4ZLRzz77rNVqDZ8OW61W8/n8o0ePtra2CoXCeK4a7XQ6nU6nsm/f1uPHvV7v+PHjKysraZqmaTr8IIVC4c233vrFO++MelIAYIw4wQEAe9wwCoQQstlsvV4fvi6VSiMd6nlyuVwul2u3WoVCIYTw8OHDiYmJ4ZeG7wAA/DE7OACA+HiKCgDwDIEDAAAAiJ4rKgDAeClPT9+9c6fT6bz00kv37t9vt1ohhH/4h3/49a9/fXRhYXp6+rNPP7VkFAB4hsABAIyXjfX1s6+9duf27QcPHmSTZP7w4UI+//777ydJcmN5udFoVKtVCQMAeIbAAQCMlzRNl5eWQgiTk5MhhNbubmt3N4SQyWQKhYI9owDAV7KDAwAAAIiewAEAAABET+AAAOLjMbEAwDMEDgAAACB6AgcAAAAQPU9RAYCI/fztt5//DctLS0mSHDp0qFQu1zc3v/f973967drCwkJxcvK37733osb8zl599dU7d+7MHz5cnJh49OjR1tbWTKXyxeefnzp1amFh4Te/+c25Wu3M2bPP+QkeIgsAf2kylZmZUc8AAPxZ1Gq1arV69dq1fq9XKBTy+fxOs7n26NH8/PzCsWOfXrs26gG/VqVSyWazDx48yGQy29vb09PTCwsLy8vLMzMzd+/erVQqJ0+ePH/+/KjHBADGiBMcALDHdTudEEKz2Ww2myGE6enpRqMxznUjhLC5uRlCSNM0hDAzMxNCuH37di6X29nZqVQqo54OABhHdnAAAAAA0RM4AAAAgOi5ogIAEfs2S0az2Wy9Xn/99dfX1tZ++OqrFy9cOLqwsLq6ur629qLG/M5++OqrN5aXXzp+PJPJrK6u3rl9++TLL9+9c+fowkKv2719+7YlowDAMywZBYA9a7hk9MqVK51Opzo7m8/l6vX6xsbGkSNHut1uo9EY9YBf68CBA5kkuXP7drFYfLy1NTU5OQih2+kUCoW1tbWZmRlLRgGAZzjBAQB73GAwSNP0cb0+/N9SqVT/t9dj6+HDh8Mlo51Opzgx0e/3QwjZbLbb7c74txkA4KvYwQEAAABET+AAAOJzrlYb9QgAwHhxRQUAIlZ77u/552q15aWl4a6Nl0+dqm9unj59+tKlS8eOHUvTdHl5+QVO+t0sLCzU6/VSqTQYDDY3Nx8+fFgulzOZzPHjx8vT05cvXfrGz764uPgC5wUARk/gAICIfeOv8dVqdXZ2tl6vZzKZfdXqtWvXtre38/l8u91+UTP+exQKhWq1+tlnnx0+cmR7e3t6evrevXsHDhxo7u7evHkzhHBhcVHCAACeJnAAwB63u7tbKBTu3b07/N9yufzll1+OeqhvcP369WHmWHv0KJvNDgaDQ4cOhRDu37s36tEAgDFlBwcAAAAQPYEDAIiPJaMAwDMEDgDY4zqdzmAwmJiYmJycLJVKSZLkcrmJiYlRz/U8k5OTxWKxXC7ncrkkSbrdbqlUCiGkaVoul0c9HQAwjuzgAIC4PedhIsOnqHzv+9+/cvnyK6+80u12p6enNzc3u71eJoSVlZUXO+l38PLLL283Gu1W65VXXqnX67dv3/7R669fvHDh7Nmzn3722fB7PEUFAHhapjIzM+oZAIA/i1qtVq1WL1y4kCRJmqaDwSCXy7VarW63e/DQoY319VEP+LXSNO33+8OzG41GY3p6utFoDE+dZDKZwWBw8uTJ8+fPj3pMAGCMOMEBAHtcLpcLIQwGg+F1lSRJ8vn8ONeNEEK32w0h9Pv9EMLU1FSv13typ2b4QQAAnmEHBwAQH0tGAYBnCBwAsMcNl4zmcrmpqalisZhJkjSXa7fbo57reZIkKRaLU1NTIYRsNhtCGJ7gKBQKSeJvLwDAV3BFBQAiVqvVnn+WYXlp6dSpUysrKydPntzd3Z0/fPje3bv5fD6E8MUXX7zASb+bH/7wh4+3tvL5/L5KpV6v37hxI5PJtNvt06dPT8/MXFhcrNVqP3/77ef8hF++++4LnBcAGD1LRgFgzxouGb1y5Uqr1crn8/1+P18o7DQa+Xx+e3t7+ODV8ZRN00wIIYRWq7W7u1sul3d3d/P5fKFQmJyc3NjYsGQUAHiGQ54AsMcNBoPhkY0kSbqdzvD1ONeNEEKv+//LZrNTU1P9fn84dqvV2tjYsIMDAPhjAgcAAAAQPYEDAP4iZDKZ4c7OEEIunx/1ON/syXNhC4VCmqZPDqGMei4AYExZMgoAEfs2S0bz+fzW1tbZs2cbjcbrb7yxvLR0+PDher3++eefv8BJv5vZ2dni5OTx48c//fTTgwcPlkqlQb//3nvvnTp9emtra2N93ZJRAOAZlowCwJ41XDJ64cKFJElyudxgMMhms8P1ovl8fmdnZ9QDfq3hc22TJGm325VKpd1uZ7PZtbW1SqVSr9dzudybb731i3feGfWYAMAYcYIDAPa4XC4XQuj3+yGEbrc7MTEx3N856rmeJ5PJPJlwc3Nz+GIYZYYfBwDgGS6yAgAAANETOAAAAIDouaICABH7NktGj5848bhen9u/f3Nz8/vf//6n167Nz88n2ewnH3/8Aif9bn76059ev369Wq0Wi8V79+6VyuWVmzcfP378wx/+cGZmZnFx0ZJRAOAZlowCwJ41XDL6/vvvFwqFcrmcz+d3ms21R48OHjxYr9dzFFcDAAASOElEQVTzY/yw2GPHjjUajfv37ydJ0u/3S6VSt9drt1rdbvfQoUMbGxuWjAIAz3CCAwD2uKmpqRBCs9lsNpshhOnp6WazOc51I4SwsrLyZD1qNptttVrDF9lsdmNjY9TTAQDjyA4OAAAAIHoCBwAAABA9gQMA9riZmZk0Tefm5gqFwtGjR4fXPdJcbtRzPc+RI0ey2WyxWEzTNE3TfD4/MTHRbreTJNnZ2Rn1dADAOLKDAwAiVqvVQghf9yCVWq32z7/61fLycj6ff/nUqdnZ2bt37x48dGjfvn3379/vdjovfN5v68TJk+Vy+erVqz/+679e+vLLowsLExMTv33vvSRJzpw58+WXX4YQPEUFAHiap6gAwJ41fIrKJ598kiRJNpvtdDr9fr9SqWxsbOTG+wRHsVjc3d3tdDrTMzOZEDY3N4c7R6enpx89epTP5z1FBQB4hhMcALDHJUkSQuj1ekmSJEmyvb095nVj+MyXEEKapjuNxpPHqYQQHj9+PObPfwEARsUODgAAACB6AgcA7HHdbrfX64UQhqs6Dx48mM1mZ2dnF44dG/VoX+vw4cPZbLZQKAwGg3w+3+v18vl8u93et2/fcEkqAMAzXFEBgIjVarWv2zD6ZMnokSNHHjx40Ov1yuVypVIpTk72+/3ZublyqXRrZeXFzvttnXz55WKx+PDhw7Ovvbb68GGhUPjiiy9CCLl8/oevvnr9iy8sGQUAnmHJKADsWcMlo5cuXer3+9lsdjAY5HK5TqeTz+d3d3dDCNlsdtQzfrXhQ2G73W6pVOr1eo1GY3pmZqfRKJfLm5ub2WzWklEA4BlOcADAHpfJZIYhI5PJdLvdTCbT6XTGNm0MDftLkiQ7OztPbxvd2toa88kBgFGxgwMAiM+FxcVRjwAAjBeBAwD2uH6/P1Es9vv94dWPycnJNE0nJiamp6dHPdrXmpycLBaL5XI5TdPhCY52u/3k6koI4TmbRwCAv0x2cABAxL7NktH19fVPP/30r/7qrxqNRqlcPrB//61bt5rNZmFi4uGDBy923m/rzJkz241Gt9M5fOTI9tZWmsvtNBp/+MMfvve9783NzS0uLr751lvD0vF1LBkFgL80AgcA7FnDJaOffPLJ1NRUs9ns9/uFQiGE0Ol0MplMkiTDx8eOoTRN+/3+cMJ+v9/v95vNZqlUmp2dvXnzZqlUsmQUAHiGJaMAsMclSdJsNocvOp3O8M3BYDC2dSOE0O12h5drnixJLZVKIYS1tbXhCwCAZ9jBAQAAAERP4AAAAACi54oKAETs52+//fxvWF5aSpJkY3Mzl6azs7Npmp44ceLixYuv/ehHN2/cOHzkyO+vXMnn8y9q3m9rYWGhXq8Pb6M0Go0DBw5sbW2trKzs378/hFCv12u12vM/uyWjAPCXRuAAgIg9/9f44ZLRwWBQLpV2dnZCCHNzc9e//LJcLlcqlVtJMjOuu8YLhcK+avX6F18cOHiwXq8PQji2sHDr1q319fWdnZ1yuby4uChhAABPEzgAYI8bDAZJkpRKpWazuby8PHzzt++9F0L43UcfjeHxjRDC9evXQwi5XG5jfT2E8Lhe/329nsvlQgjlcnnU0wEA48gODgAAACB6AgcAAAAQPVdUACBitVrtOV89V6stLy11ut2tx49LpdL09PTExMTCwsLvfve7H//4x1evXg0h9Hq9FzjvV5ubm9vd3T1x4sSFixdfeumlNJt9uLr6aHU1m812u900TU+fPl2tVi9cuHDq1KnKvn2XL12q1WrP/+yLi4sv8BMAAKPnBAcAROzb/BpfLpWmp6ez2Ww2m91Xrd68eXN6ero8PX1ofn5hYeGFjPkNstns7Ozs9evXB/3+9PR0CGH//v39fr9cLh8/frzf7/f6/eGukHv37i19+eU3fnB1AwD+AmUq47o+HQD4Dxo+ReXy5cujHuRP78233vrFO++MegoAYIw4wQEAAABET+AAAAAAomfJKABE7NssGW23251OZ2pqqlAoTE1Nzc/Pf/DBB7Va7dq1a/v3719dXU2SEf+DR7VaDSHMz89/+OGHL730UiZJHj540Gw2O51OCCFJksOHDz969ChJkldeeaXf79+4caNWq/0///2/P9m1ceGPlm5YwwEAf2kEDgDY44bPKNnY2JiZmans23fn7t1Dhw5Nz8y8/PLL6+vr+Xy+2+2OdsKpqak0l7tz9+7c/v2H5ue3t7Z6vV6SJAcPHuz3+2trawcPHSqVSisrK48fP757924+n19cXHz//PnRjg0AjBVLRgFgz4p6yegghMzXf9WSUQDgGXZwAADj6Dl1AwDgjwkcAAAAQPTs4ACAiH2bJaOtVqvT6Qw3jGaz2X3V6o3l5cOHD9+/f39+fn51dfUFzvvVKpVKs9mc27//xvJyqVTKZDIHDh787NNPh5s4QgjlcjmXyz1+/LjX6x0+cmRjff0bP7slowDwl0bgAIA9bn5+PkmStbW1crm8r1pt7e4eOHDg8OHDlUql2+vduXMnn8+PdsLZ2dk0TdfX1w8cOHBofj7JZLLZbL/fP3ToUL1e73Q6p06dmpycXFxcPHX69HS5PAwcAABPEzgAIGLfeE6hWq0+evSo3++nabq2tra5udlutycnJy9evJjL5WZmZkZeN0IIS0tLgxB63W65XL586dLw1EYul9vZ2UnTNE3TGzduNBqNNE2vf/HF7Ozs8E85owEAPE3gAIA9LkmSYTIIIfR6vWw222q10jQdDAabm5ujni6EEAaDQQghm83u7Ozkcrnhm8NDHMPXw4FDCPl8fmtra6TDAgBjypJRAAAAIHoCBwAAABA9V1QAIGK1Wu3ccx8msry0NDs7++Dhw067ffTo0WKxeOLEiU8++eT48ePNZrPdbi8tLQ1vf4xQmqZvvPFGPp//4IMPjh07Ngjh7t27qw8fdjqdTqezsLDwv/3kJ+vr65c++aRSqSRJsrW1VavVfv7228/5mb98990X+AkAgNHLVGZmRj0DAPBnUavVqtXqpUuXtre3JycnkyQZPkWl2+3Oz88/evRot9Vq7e4+WXsxKru7u4cPH+71ejs7O6dOn75/797Nmzd7vV51djbJZHZ3d4+fOLH68OHOzs5EsbjbbKZp+uZbb/3inXdGOzYAMFac4ACAPS6TyZTL5eHrzY2N4YuVlZXhi5HXjRDCxMTE+r89+fXa1ashhOnp6RDCoN/vhZDL5e7cvj086NHtdEZ+3gQAGE92cAAAAADREzgAAACA6AkcAAAAQPQEDgAgPhcWF0c9AgAwXgQOAAAAIHoCBwAAABA9gQMAAACInifJAwDjpd/vl0qlSqXyhz/8YXJyslAo1Ov1U6dPrz58WC6XJyYmVldXz9VqZ86efc4P+eW7777AkQGA0RM4AIDx0u12Nzc35+bmZmZmHj9+3Ov1crlccWIihJDJZJaWlsrlsoQBADxD4AAAxks+nw8hrKysJElSqVSGb66srIQQHj9+PKwbAADPsIMDAAAAiJ7AAQAAAERP4AAAAACiJ3AAAPG5sLg46hEAgPEicAAAAADREzgAAACA6AkcAAAAQPQEDgBgfKVp2uv1Op1Ou90OIfR6vSTxtxcA4Cukox4AAOCrpWn6k5/8ZG19/fdXruw/cKDb6UxNTeULhZs3bpyr1c6cPfucP/vLd999gZMCAKMncAAAY6rb7V68eHFjY2Nqaqrdam1vb+/s7GxtbRWLRQkDAHiGQ54AwPja2dkpFArdbnd7e3uYPIZ1AwDgGQIHABCfC4uLox4BABgvAgcAAAAQPTs4AGAv+/4rr3z/lVdGPcWf3vvnz496BABgvGQqMzOjngEAAADgP8QVFQAAACB6AgcAAAAQPYEDAAAAiJ7AAQAAAERP4AAAAACiJ3AAAAAA0RM4AAAAgOgJHAAAAED0BA4AAAAgegIHAAAAED2BAwAAAIiewAEAAABET+AAAAAAoidwAAAAANETOAAAAIDoCRwAAABA9AQOAAAAIHoCBwAAABA9gQMAAACInsABAAAARE/gAAAAAKIncAAAAADREzgAAACA6AkcAAAAQPQEDgAAACB6AgcAAAAQPYEDAAAAiJ7AAQAAAERP4AAAAACiJ3AAAAAA0RM4AACA/68dOyABAAAAEPT/dTsCnSHAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwJDgAAAGBPcAAAAAB7ggMAAADYExwAAADAnuAAAAAA9gQHAAAAsCc4AAAAgD3BAQAAAOwFBOjxQOHXIsAAAAAASUVORK5CYII=)