diff --git a/examples/Benchmarking RDF against MDAnalysis.ipynb b/examples/Benchmarking RDF against MDAnalysis.ipynb index ae48edb..bc11a3f 100644 --- a/examples/Benchmarking RDF against MDAnalysis.ipynb +++ b/examples/Benchmarking RDF against MDAnalysis.ipynb @@ -12,7 +12,17 @@ "cell_type": "code", "execution_count": 1, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/tomwalt/mambaforge/envs/freud-examples/lib/python3.10/site-packages/numpy/core/getlimits.py:542: UserWarning: Signature b'\\x00\\xd0\\xcc\\xcc\\xcc\\xcc\\xcc\\xcc\\xfb\\xbf\\x00\\x00\\x00\\x00\\x00\\x00' for does not match any known type: falling back to type probe function.\n", + "This warnings indicates broken support for the dtype!\n", + " machar = _get_machar(dtype)\n" + ] + } + ], "source": [ "import multiprocessing as mp\n", "import timeit\n", @@ -60,14 +70,12 @@ "outputs": [ { "data": { - "image/png": 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\n", 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0633jBhuQNSIODqeIjfvO+7lKIqLAYhghj6770kT18yHpS2OSQrtlpLSuBS/uOAUA+O8FE/rVItLVQ7OGAwA2fVOGNitXqiWi0MEwQh6dg1cDty9NV2NDuJvG6RTxn+8dhsXuxOzR8fjB9GFeX+O28UlIiQ2Hqc2GLUUVfqiSiEgaDCPk4R4vIkUXDQCMSoyCILiWpA+11Uff+vo8vjnXgAitGr/57qQBhT21SsADWcMBABv2lnKaLxGFDIYR8nB308RFBXZar1uEVoPU2AgAodU6cuFSK3772QkAwJO3j0VKx9c4ED+YnoIIrRqnapqxp6TeVyUSEUmKYYQ8unbTSMUzbiREBrGKoohfbfkWLVYHpqcNwpKOlo2BMoaH4fuZri6eN/aU+qBCIiLpMYyQR71E+9J01blHTWisNfL+wQrsOnURWo0Kv/v+ZKhU1z4W54GZwwEAn5+sxbm6lmu+HhGR1BhGyMOz4JmULSMhNIi1tqkdv/7HMQDAynljMDIhyifXHZkQhTljEyCKrlVZiYiCHcMIeTR0DGCND/Dqq12N7TK9N9gHaD738TGY2mzIGGrAI7PTfXrth2a5rvde4QVFLJ9PRKGNYYQ8OrtppBnACgDp8ZHQqAQ0tdtRbW6XrI5rVXCsBp8eqerYiXcyNGrf/q928+h4jEyIRLPFjncPXPDptYmIAo1hhDzk0E2j1agwIiESQPCuxNrUbsN/f/gtAOCR2SMwMdno83sIgoAHO1pH3tx3Dk5ncLciEZGyBX6ZTZIt92waKbtpANeMmlM1zThV04Q5YxMlrWUgfr/tJKrN7UiLi8CKeaP9dp+7pw3F77edwPn6VnxVWo+ZI+P9dq9AM7XacLKmCc0WG8LUKmhUKoSpBdfHagHDYiJgjAiTukwi8hGGEQLg2pemzeZaYlzKlhHAPb23Cierg29GzYFzDfjb1669Y/K/Own6MLXf7hWh1eA7k4dg0zfl+KioMmjDSLWpHV+X1uNEdRNOVJlxsroJlaYrd9HpNCosyUrDT+aMkvznlYiuHcMIAeiyL41amn1pugrWPWosdgee+uAIRBH4QeYwzBzl/3Bw55Sh2PRNObZ+W4XViyZCp/Ff+PGHIxdMuOflfZ4g3NXQmHDERmphczhhd4quPx0i2m0O1LdY8T+7S/H212VYelM6Hr55BAx6tpQQBSuGEQLQ2UUTK9G+NF2596g5XdsEh1OE2gdrcwTC+i/OoKS2GfFRWqxaMD4g95yRHovBBj2qze344uRF3D5xcEDu6wtWuxNPvHcIbTYHRiRE4sYRcRg/OBrjhhgwJikaxvDew4Uoivji1EW8uOMkvq0w40+fl+DNfefxf28egYdmDUeElv+sEQUb/l9LALqsvirxeBEASI2NgE6jQrvNifKGVgyPj5S6pKs6XdOEv/y7BADwzMKJiIkIzPdRpRJw53XJeGXXWXxUXBFUYeTlnWdworoJgyLC8PdHsxDfz20IBEHA3LGJmDMmAduPVuPFHadwurYZL2w/iZd3nsFt45Mwf0ISbh6TIHkrHxH1D/9PJQDwbEwnh/53tUrA6KQofFthxsmaJtmHEadTxFMfHIHNIeK2cYn4zuQhAb3/nVNcYeSfx2vR1G5DdBB0V5yuacKfP+8Mb/0NIl0JgoD/yBiC+RMG4+NDFVjzz9M4X9+KLUUV2FJUAa1ahVmj4jB/wmDMm5CIxGi9r78MIvIRTu0lAPLYl6arYNqj5qNDFSg8fwmRWjV+vSgj4N1cE5MNGJUYBavdiW3fVgf03gPhcIp48v3DsDqcuHVcIu66LvmarqdWCfju1GH4/Bdz8O6yLPzfm0dgeFwErA4n/n3yIn615Qhu+u2/sXl/mY++AiLyNYYRAtC1m0a6Bc+66tyjRt5hRBRFvP7lOQDAT+aMRHJMeMBrEAQBd01xPdA/PlQZ8Pt7682951BU1ogonQbP+zC8qVUCrh8ei1/dMR7//uUcFKy8GU/cPhYZQw2wOpz4z/eP4JmPvoXN4fTJ/YjIdxhGCED3AaxyECx71Bwsa8SRChO0GhXunZEmWR13drQu7CmpQ22TfFeuLatvxQvbTwIA8u4Y57fwJggCRidFY/ncUfh4+U3InT8GAPDmvvO4/7WvUd/RLUlE8sAwQgCAFqsdAGQz4M/dMnL2Ygss9p7TPuVi475zAFzjNqQMcmlxkZiaGgOnCPzjUJVkdVyJKIrI23IYbTYHZqTH4kfXpwbkviqVgMdvG43/WTIdUToNvjrbgDvX7sHRSlNA7i8HTqeIalM7DpxrwL9P1OLwhUZUNrbBamcrEcmD10+eXbt24YUXXkBhYSGqqqqwZcsWLFq06Irv2blzJ3Jzc3H06FEkJyfjySefxLJlywZaM/lBq9X1wA/XymOdiiFGPWIiwtDYasPpmmZkDPX9kurXqrapHVuPuB78D84cLm0xAO6akoyiskZ8dKgSP77Jtxvz+cLfD5RjT0k9dBoVfnf3ZKgCPGV7/oQkbPnpTDyy8QDO1bfi++v34YUfTMZ3Jl/bmBUpiaKIxlYb6lssqGu2or7Z6vm4xtSOC42tuHCpDZWNbbA5et8yICYiDPFROgw26DFucDQmDjVgYrIRI+Ijfb6nElFfvA4jLS0tmDJlCh566CHcfffdVz2/tLQUd9xxBx555BH87W9/w549e/DTn/4UCQkJ/Xo/BUarxRVGImWyRoMgCMhINuLLkjocqTDJMoy8/XUZbA4RmWmDZFHfgsnJ+PWnx3GovBHn6lpkNQuptqkdz396HADwi+wxktU2OikaHy2/CY9tOojdp+vw2NtF+LCoEk/cPtazvo3cOZ0iisov4R+Hq7D1SBVqzP3rclKrBAwx6mHQh6GhxYq6ZgvsTleYaWy1oaS2GV+W1HnO12lUGDfEgAlDopESG4GhMeGu16BwJEbrg2b9n/6w2B1obrej2WJHU7trNWoBgGs4kwCV4Po3SS0ICNeqEKHVIEKrRoRWA62Ggc0XvH7y5OTkICcnp9/n//Wvf0VqairWrFkDABg/fjwOHDiAP/zhDwwjMtJqc3XTRMikZQQAMoZ2hpEfSV3MZax2J9762jU74wEZtIoAQEK0DrNGxWPXqYv4qLgSP/fjvjje+vO/StDUbsekoUb8eJa0rTbGiDBseOgGvLD9JF7ZdQb/PF6Df52owXevG4qV88cgJTZC0vp6I4oiDl8w4R+HK/Hp4aoey+Ubw8MQF6VFfKQOcVFaxEVpkRClx7BB4Rg2yBUgBhv03Vo6nE4RpjYbLjZbUNdkQfmlVhyrNONopRnHq8xosTpwqLwRh8obe9SjUQlIjgnH3LEJ+N60YZg8zCj5Yom9sdgdOFfXivP1Lagxt6PGbEG1ub3j43bUNVvR3G6H9RoGNYepBUTqNBgRH4lxQwwY3xHgxg429Nnt7XSKEDoCDrn4/dfgffv2ITs7u9ux22+/Ha+99hpsNhvCwnquiWCxWGCxdKZ9s9ns7zIVz90yIq8wYgAAHK2QX9/+tqPVuNhkQUK0Dv8ho4XG7pqS7Aojhyrw+G2jZPGPXVl9KzZ94wpuqxaMl0XTv1ol4Kmccfh+5jC8VHASW49U44OiCnxyuBL3zUjD8rmjkBAt/cwyURTx+Yla/PazEzhd27lXU5ROg/kTkvCdyUMwa1T8gPZAUqkEDIrUYlCk1jOV3s3pFHG+oRVHK004Wd2EisY2VFxqQ6WpDVWN7bA7RZQ1tOLNfefx5r7zGJUYhe9NG4rvTh2KIcbAzShrtzlgarPB1OZq3alobEVJbTNO1zSjpLYZ5xta4fBiR+tIrRpReo1nFV+nKEIUO/90OEW02Rxotdo93V42h6t16WBZIw6WNXa7XkpsOMLUKlhsTljsjo4/nbA6nBAEV+uTVq2CLkzt+lijgjHc1W0WH6VDQpQW8dGuj3UaFWwOEXanEzaH0/WxQ4RKcHWvh4e5WmrCtSqEh2kgQoSp1YZLrTY0tlk7WsCsaLY4YL9siwXXNUX8dM5IzBgR57P/Pt7wexiprq5GUlJSt2NJSUmw2+2oq6vDkCE9F4jKz8/Hc8895+/SqAv3mBE5LaU9qaPr43h1E2wOJ8Jk8BBze3PvOQDAfTNSZdVMe3vGYPxqyxGcvdiCbyvMmDRM+u6jNf88BbtTxOzR8bhRon/o+jIqMQrr7svE4QuNeGH7Sew+XYcNe89h8/5yZE9MwsLJyZg9Jl6SPX+OVprw/316HHvP1AMAwsPUuG18Ir4zORlzxib4dRNGlUpAenwk0uMj8Z3J3f/O4RRxscmC41VmbCmqwPaj1Sipbcbvt53EC9tPYubIOGQMNWKwQY8kgx5JBh0So/VINOjQYnF4WiVqzRbXn00WiBARHqZGuFbT8VB1PVwtdtc+RA2XvRo7HrDttqu3aETrNEhPiPTUM9jYWVdCtA4GfRii9BpEajVedT3ZHE60Wl3BxNRmw6maZhyvcrUqnahqQrW5HeUNbX2+XxSBdpvT9TW02/t9X3/63rShkt07IE+ey387E0Wx1+NueXl5yM3N9XxuNpuRkpLivwIJrR2zaeQygBVwLQsfrdegqd2O0zXNmJBskLokAMC3FSYUnr+EMLWAe2cEZkZIf0XpNJg3IQmfHq7CR8UVkoeRUzVN2FJcAQB48vZxktZyJZOHxeB/l87A3pI6/G77SRwqb8RHxZX4qLgS0XoNbp84GAunJGPmyDi/h+JqUzv+sOMk3j94AaIIaDUq/HhWOn46d6QsNgNUqwQMNroe6nPHJaKp3YbPjlTjvYMX8E1pA/aU1GNPSX3A6lEJQEyEFjHhYYiP1mFUYhRGJ0ZhdGI0RiVGIcmg80sLYZhaBWO4qyVjiDEc4wYbcOeUzsHQDS1WlNQ2QxRF6MPU0IWpoNOooQ9ztYY4RBFWu6ulxNNyYneisdWKi81W1DVZUNfsfllhczihUQkIU6sQplZBoxagUakgiu7WGgfabQ7PxwAQEx6GQRFaGCPCXB9HahGp1SBMIyBM5b6GAI1aBY1KwNSUQT7/PvWX38PI4MGDUV3dfVXI2tpaaDQaxMX1/luSTqeDTid9E6mSuH94I3XyCSPuQaz7ztbj2wqTbMKIu1UkJ2OILJcYX3TdUHx6uAqfHK5E3h3jJR1o+IftJyGKwB2TBksejPpj5qh4fDgyDgfLGvGPw5WeAaLvFV7Ae4UXMCgiDDeNTsCskXGYNSreZ+NLnE4RRyvN+PRIFd7ce86zi/GdU5LxxO1jZTmOxS1aH4Z7rk/BPdenoLyhFTuO1eDCpVbUdhmfUWu2eMZlxEZqPS0TSR0tJipBQHvHQ9T9UG212qHTqDEoUou4ju4k95+DIjofslFaTcBnZvVHbKQWN6THSl1G0PB7GMnKysInn3zS7diOHTswffr0XseLUOBZ7a7+QwCICJNPNw3gGjey72w9vq004R5I3zrW0GLFRx2rnMpl4OrlbhmTAGN4GGrMFnxZUodbxiRIUkdxeSN2HKuBSoBn0bFgIAgCMtMGITNtEP57wQTsP9eATw5X4rMj1ahvseKTQ5X4pONnICU2HLNGxmPmqHhMS43B0Jjwfv8W3mKx48uSOvz7RC0+P1GL2qbOcXKZaYPwXwvGY2qqdL+pDkRKbASW9jKtXBRdg2XDtWpJurxI/rx+8jQ3N6OkpMTzeWlpKYqLixEbG4vU1FTk5eWhoqICGzduBAAsW7YMa9euRW5uLh555BHs27cPr732GjZt2uS7r4KuibuLBpBXNw0Az5TZIzIZxLp5fzmsdicmDTViWmqM1OX0SqtR4XvThuKNPefwv/vOSRZGXth+AgBw97RhGJUYHNNmL6dSCZgxIg4zRsTh2YUTUXj+EvacqcfekjoUlzeivKEN7zSU45395QBcvw1PGmrE5GFGTBpqxIRkAyx2J6oa21HZ2IaKRteaH2UNrSgqa+w2iyNCq8bs0fH47tRhuH1ikiwGH/uKIAgB28magpPXYeTAgQOYO3eu53P32I4HHngAGzZsQFVVFcrKOjekSk9Px9atW7Fy5Ur85S9/QXJyMv70pz9xWq+MuLtowtSCrAZjAl0GsVaZYXc4JZ2JYXc48bevzgMAlmSlyfphcf+NaXhjzzn860QtyhtaA97Mv6ekDntK6qFVq2Q1xfhaaNQqTzDJnT8GzRY79pc2YO+ZOuw7W48TVU1oaLFi56mL2HnqYr+umRobgVvHJeK28Ym4IT2WrQakWF6HkTlz5ngGoPZmw4YNPY7dcsstOHjwoLe3ogDxDF714+j8gRoeF4konQbNFjvOXGyRdGGqf52oRUVjG2IjtVg4Rd6rdo5IiMLNYxKw69RF/O2r88i7Y3zA7i2KIn7fsf/MvTNSMWyQfMc7XIsonQZzxyVi7rhEAK5ppierm3C4woQjFxpx+IIJp2ubodeoMHRQOIYYw5EcE46hMXoMMYZjSooRIxOiZB1qiQJFXgMESBKdg1fl9+OgUgmYkGzAN6UNOFJhkjSMfHDwAgDgB9OH+XVapa88kJWGXacu4p395Vgxb0zAuuAKjtXgUHkjIrRqLJ87KiD3lAN9mBpTUmIwJSUGgGvTRIdT9KzeSUR9k1ebPElCbvvSXC4j2dVV862E40bM7Tb8+6Sr6X3RddLNxffGnLGJGDYoHKY2m2fApb85nCL+sMPVKvLjWemyWDhMSmqVwCBC1A8MI+TpppHLvjSXmzTMNaVXyjBScLQGVrsToxKjMC5I9jBRqwTcf6PrN/QNe89dsXvVVz4qrsCpmmYYw8PwyM0j/H4/IgoNDCMUNC0jx6rMXi3t7EufHHa1LCycnBxUv+neMz0FOo0Kx6rMOFh2ya/3arc58OKOUwCAZbeMhDGcU/eJqH8YRqjLjr3yDCMjEqIQHqZGq9WB0rrmq7/BxxparPjytGs30+9M6bl9gZwNitTirutcg23f3Hver/f621fnUdHYhsEGPR6aNdyv9yKi0MIwQp5uGjntS9OVumMQKwB8WxH4TRO3fVsNu1PExGQDRiZEBfz+12pJ1nAAwGffVqG2qf3KJw+Qqc2Gtf92rT+UO39MUAzwJSL5YBghtMi8mwboXG9EisXP/tHRRfOdyfKeztuXjKFGZKYNgs0h4p1vyv1yj5d3nkFjqw2jO3ZvJSLyBsMIoc0q724aAJjY0TIS6DBSa27HvrOuTb++Mzm4umi6WpLlGsj61tfnYXNcfadTb1Sb2vH6nlIAwJP/MU7ShemIKDjxXw3qMoBVnt00ADybrB2rNMMZwEGsW49UQRSBqakxst6s7GpyMoYgPkqHGrMFO47W+PTaf/zXKbTbnJieNgjzxif69NpEpAwMI9Rlaq98W0ZGJURBp1Gh2WLHufqWgN33k8NVAFyzaIKZVqPCvTNSAQBv7jvns+uW1DZjc8e+LE/ljAuqmUZEJB8MIyT7qb2Aa1+Q8UM6BrFWBmYQa0VjGwrPX4IgAAuCuIvG7b4ZqdCoBHxT2oBvSht8cs0Xtp+AUwTmT0jC9OHcLp2IBoZhhDpbRmS4HHxX7kGsgVr87NOOgas3DI9FkkEfkHv6U5JBj7s6Vo9d9rdCnL/GFqbC85ew/WgNVALw5O1jfVEiESkUwwh5WkYiZNwyAgAZQwO7Eusnhzq6aGS+KZ43Vt81EZOGGtHQYsWDb+xHQ4t1QNcRRRG//ew4ANfCaqOTgmNVWiKSJ4YR6uymkfnaEBldWkb8vbR5aV0LjlSYoFYJyMkY7Nd7BVKkToPXHpyOoTHhKK1rwSMbD6Dd5vDqGi0WO3637ST2n7sEnUaFFfPG+KlaIlIKhhEKmm6a0YnR0KpVMLfbUdbQ6td7/aNjY7mZI+MQFxVam70lRuvx5o+vh0GvQeH5S1i5ubhfM5QcThF/P1COuX/4An/deQYA8NM5ozDYGPxdWEQkLYYRCooBrIBrRsi4Ia7uAH+vxOrZiyaEumi6GpUYjf9ZMh1atQqffVuN32w9fsXz956pw8I/f4kn3zuM2iYLUmMjsP6+aXj8tlEBqpiIQpm8fxWmgGj1LHom/x+HiclGHL5gwpEKk99muJysbsKpmmaEqQXcPjF0umguN2NEHP5wzxQ8vqkIr35ZisFGPXImDUFDsxX1LRY0tFjR0GLFV2fr8c/jtQCAaL0Gj986GktmpkGnkXd4JaLgIf+nD/ld59408n+4TBpqxCYARyv9N4j140MVAIBbxiSG/M6zd05JRmVjG3772Qk8/+lxPP9p7y0kapWA/zMjFT+fNwaxkdoAV0lEoY5hROEcThHtNtfy4HLvpgE6Z9Qc6RjE6utFtix2h2cRr+9OVcYeK4/ePAKXWq14bXcpVIKA2EgtYiO1iIty/Zlk0OOe6SkYlRh8mwQSUXBgGFG4ti4zKYKhm2bs4GiEqQU0ttpQUtvs8yml276tRl2zFUkGHbInJvn02nIlCALycsbjF/PHIkwtcBVVIgo4DmBVOHcXjSAA+jD5/zjoNGrcNCoeQOdS7b705t5zAID7ZqQhTGEbvmk1KgYRIpKEsv61pR5aLR0LnoWpg+ZBdOd1rhkunxyq9Ol6I0cumHCwrBFhagE/vCHFZ9clIqIrYxhRuGDYsfdy8ycMhj5MhdK6Fp9O8d3YsYHcHZOGIDGaa2cQEQUKw4jCdS54Jv/Bq25ROg1uG+8az+Ge+XKtLrVY8VHHQmdLsob75JpERNQ/DCMKFyxLwV/uzinurpqqfq0eejWbD5TDanciY6gB01Jjrvl6RETUfwwjChcsm+Rdbs7YBETrNag2t+Obcw3XdC2HU8T/7jsPwNUqEixjZ4iIQgXDiMIFy740l9Np1PiPjtVRP+7oXhmoz0/UoqKxDTERYZ4WFyIiChyGEYUL1m4aALjrOteiZJ8dqYLN4RzwddwDVxdfnwJ9EH4fiIiCHcOIwgVrywgAZI2MQ3yUDpdabfjydN2ArlFS24zdp+ugEoD/MyPNxxUSEVF/MIwoXLDs2NsbtUrAdzo2y/uoeGCzav72lWusyG3jk5ASG+Gz2oiIqP8YRhTOM4A1SLsnFnaM8dhxrAZtVsdVzu6u2WLHe4UXAAAPcDovEZFkGEYUzrNjbxB20wDAtNQYDBsUjlarA/86UePVez84eAHNFjtGJERi1qg4P1VIRERXwzCicME6tddNEATPDJiPi/s/q6aisQ0v7jgFwNUqwum8RETSYRhROPfeNJFBGkaAzr1qvjh5EaY221XPtzuceHxTEUxtNkxJicGPbkj1d4lERHQFDCMK12oLvr1pLjdusAFjkqJgdTix/Wj1Vc//f/88hcLzlxCt0+DPP5wKrYb/GxARSWlA/wqvW7cO6enp0Ov1yMzMxO7du694/ltvvYUpU6YgIiICQ4YMwUMPPYT6+voBFUy+1WrpmNobxC0jAPrdVfPl6Tqs++IMAOC3d09Gahxn0BARSc3rMLJ582asWLECq1atQlFREWbPno2cnByUlZX1ev6XX36JJUuWYOnSpTh69Cjeffdd7N+/Hw8//PA1F0/XLpin9nZ15xTXAmh7z9Th7wfKe92v5mKTBSs2F0MUgR/dkIoFHdOCiYhIWl6HkZdeeglLly7Fww8/jPHjx2PNmjVISUnB+vXrez3/q6++wvDhw/H4448jPT0dN910Ex599FEcOHDgmouna9dmcw9gDd5uGgBIjYvAvPFJcIrAk+8dxnfX70VxeaPn751OEbl/L0ZdswVjk6LxzMIJ0hVLRETdeBVGrFYrCgsLkZ2d3e14dnY29u7d2+t7Zs6ciQsXLmDr1q0QRRE1NTV47733sGDBgj7vY7FYYDabu73IP1o6ummCdTZNV+vum4ZVd4xHlE6DQ+WNWPSXPXji3UO42GTBX3edwe7TddCHqbD23qlc9p2ISEa8CiN1dXVwOBxISkrqdjwpKQnV1b0PHJw5cybeeustLF68GFqtFoMHD0ZMTAz+/Oc/93mf/Px8GI1GzyslJcWbMskLbUE+tbcrrUaFR24egc9/cQvunjYMAPBu4QXc+ocvPNN4V9+ZgdFJ0VKWSURElxnQANbL12QQRbHPdRqOHTuGxx9/HE8//TQKCwuxbds2lJaWYtmyZX1ePy8vDyaTyfMqLy8fSJl0FaIooiWI96bpS6JBjxfvmYL3fzITk4Ya0WSxw+EUceeUZPxg+jCpyyMiost49QSKj4+HWq3u0QpSW1vbo7XELT8/H7NmzcITTzwBAJg8eTIiIyMxe/ZsPP/88xgypOcgQp1OB51O501pNAAWuxPucZ7BPoC1N5lpg/Dh8ll4/+AFnKltxs9uG83FzYiIZMirlhGtVovMzEwUFBR0O15QUICZM2f2+p7W1laoVN1vo1a7Hnyi2HPGAwVOa5e9XIJ1b5qrUasE3DM9BXkdY0mIiEh+vO6myc3NxauvvorXX38dx48fx8qVK1FWVubpdsnLy8OSJUs85y9cuBAffPAB1q9fj7Nnz2LPnj14/PHHccMNNyA5Odl3Xwl5zb0vjVajgkbNhb+IiEgaXv+quHjxYtTX12P16tWoqqpCRkYGtm7dirS0NABAVVVVtzVHHnzwQTQ1NWHt2rX4xS9+gZiYGNx666343e9+57uvggYklAavEhFR8BLEIOgrMZvNMBqNMJlMMBgMUpcTMoo7pr8OjQnHnqdulbocIiIKMf19frNtXsHc3TShOHiViIiCB8OIgoXCjr1ERBT8GEYUrHPHXoYRIiKSDsOIgrVZ3UvBc8orERFJh2FEwVosnE1DRETSYxhRsM4dexlGiIhIOgwjCta5Yy+7aYiISDoMIwrWykXPiIhIBhhGFKw1BHfsJSKi4MMwomDulpHwEN0kj4iIggPDiIJxbxoiIpIDhhEFa3GvM8JuGiIikhDDiIJ5WkbYTUNERBJiGFGwFncY0TGMEBGRdBhGFKxzzAi7aYiISDoMIwrW6tmbhi0jREQkHYYRBWvhbBoiIpIBhhGFsjucsNqdANhNQ0RE0mIYUajWjk3yALaMEBGRtBhGFMo9eFUlADoNfwyIiEg6fAoplHvH3kitBoIgSFwNEREpGcOIQnn2pWEXDRERSYxhRKHabJxJQ0RE8sAwolDubhrOpCEiIqkxjCgUd+wlIiK5YBhRqM59adgyQkRE0mIYUag291Lw3LGXiIgkxjCiUK3csZeIiGSCYUShuC8NERHJBcOIQnm6aTibhoiIJMYwolBsGSEiIrlgGFEoTu0lIiK5YBhRKC56RkREcsEwolBcDp6IiOSCYUShWtlNQ0REMjGgMLJu3Tqkp6dDr9cjMzMTu3fvvuL5FosFq1atQlpaGnQ6HUaOHInXX399QAWTb7CbhoiI5MLrJ9HmzZuxYsUKrFu3DrNmzcLLL7+MnJwcHDt2DKmpqb2+55577kFNTQ1ee+01jBo1CrW1tbDb7ddcPA0cu2mIiEguvA4jL730EpYuXYqHH34YALBmzRps374d69evR35+fo/zt23bhp07d+Ls2bOIjY0FAAwfPvzaqqZr1mJxhxG2jBARkbS86qaxWq0oLCxEdnZ2t+PZ2dnYu3dvr+/5+OOPMX36dPz+97/H0KFDMWbMGPzyl79EW1tbn/exWCwwm83dXuRbnYuesWWEiIik5dWvxXV1dXA4HEhKSup2PCkpCdXV1b2+5+zZs/jyyy+h1+uxZcsW1NXV4ac//SkaGhr6HDeSn5+P5557zpvSyAuiKKLVxr1piIhIHgY0gFUQhG6fi6LY45ib0+mEIAh46623cMMNN+COO+7ASy+9hA0bNvTZOpKXlweTyeR5lZeXD6RM6kO7zQlRdH3MbhoiIpKaV0+i+Ph4qNXqHq0gtbW1PVpL3IYMGYKhQ4fCaDR6jo0fPx6iKOLChQsYPXp0j/fodDrodDpvSiMvtFo7Bw+Hh7FlhIiIpOVVy4hWq0VmZiYKCgq6HS8oKMDMmTN7fc+sWbNQWVmJ5uZmz7FTp05BpVJh2LBhAyiZrpV7jRF9mApqVe8tWkRERIHidTdNbm4uXn31Vbz++us4fvw4Vq5cibKyMixbtgyAq4tlyZIlnvPvvfdexMXF4aGHHsKxY8ewa9cuPPHEE/jxj3+M8PBw330l1G+dC56xi4aIiKTn9dNo8eLFqK+vx+rVq1FVVYWMjAxs3boVaWlpAICqqiqUlZV5zo+KikJBQQF+9rOfYfr06YiLi8M999yD559/3ndfBXmlhTNpiIhIRgRRdA9llC+z2Qyj0QiTyQSDwSB1OUFvT0kd7nv1a4xJisKOlbdIXQ4REYWo/j6/uTeNArm7acLZTUNERDLAMKJA7tk0keymISIiGWAYUSDu2EtERHLCMKJA3LGXiIjkhGFEgdrYMkJERDLCMKJALVxnhIiIZIRhRIG4Yy8REckJw4gCdU7tZRghIiLpMYwokDuMcGovERHJAcOIArVaOZuGiIjkg2FEgTwDWHVsGSEiIukxjCgQp/YSEZGcMIwoELtpiIhIThhGFIjLwRMRkZwwjCgQwwgREckJw4gCsZuGiIjkhGFEYax2J2wOEQBbRoiISB4YRhTGPZMGYMsIERHJA8OIwrTaXF00GpUArYb/+YmISHp8GikM96UhIiK5YRhRmFaLe18adtEQEZE8MIwoTOdMGraMEBGRPDCMKEwr96UhIiKZYRhRGE8YCWM3DRERyQPDiMJ4umnYMkJERDLBMKIwXAqeiIjkhmFEYTxTe9lNQ0REMsEwojDubppIdtMQEZFMMIwoDBc9IyIiuWEYURhPywgXPSMiIplgGFEYDmAlIiK5YRhRGHbTEBGR3DCMKExzu6ubJkrHbhoiIpIHhhGFMbXZAADG8DCJKyEiInJhGFEYdxiJidBKXAkREZHLgMLIunXrkJ6eDr1ej8zMTOzevbtf79uzZw80Gg2uu+66gdyWfKCx1QqALSNERCQfXoeRzZs3Y8WKFVi1ahWKioowe/Zs5OTkoKys7IrvM5lMWLJkCW677bYBF0vXxuZwoqVjAGsMwwgREcmE12HkpZdewtKlS/Hwww9j/PjxWLNmDVJSUrB+/forvu/RRx/Fvffei6ysrAEXS9fG3UUDAAaGESIikgmvwojVakVhYSGys7O7Hc/OzsbevXv7fN8bb7yBM2fO4JlnnunXfSwWC8xmc7cXXTt3GInWa6BWCRJXQ0RE5OJVGKmrq4PD4UBSUlK340lJSaiuru71PadPn8ZTTz2Ft956CxpN/6aT5ufnw2g0el4pKSnelEl9aGzlTBoiIpKfAQ1gFYTuv1WLotjjGAA4HA7ce++9eO655zBmzJh+Xz8vLw8mk8nzKi8vH0iZdBlTm2vwakwEwwgREcmHVytfxcfHQ61W92gFqa2t7dFaAgBNTU04cOAAioqK8NhjjwEAnE4nRFGERqPBjh07cOutt/Z4n06ng06n86Y06gfPtN5wTuslIiL58KplRKvVIjMzEwUFBd2OFxQUYObMmT3ONxgMOHLkCIqLiz2vZcuWYezYsSguLsaMGTOurXryCrtpiIhIjrxeEzw3Nxf3338/pk+fjqysLLzyyisoKyvDsmXLALi6WCoqKrBx40aoVCpkZGR0e39iYiL0en2P4+R/ntVX2U1DREQy4nUYWbx4Merr67F69WpUVVUhIyMDW7duRVpaGgCgqqrqqmuOkDTYMkJERHIkiKIoSl3E1ZjNZhiNRphMJhgMBqnLCVq5m4vxQVEF8nLG4dFbRkpdDhERhbj+Pr+5N42CNHr2pWHLCBERyQfDiIJwXxoiIpIjhhEF8Qxg5dReIiKSEYYRBekMI2wZISIi+WAYUQhRFDsXPeOYESIikhGGEYVotTpgc7gmTrFlhIiI5IRhRCHcrSJhagERWrXE1RAREXViGFGIzgXPtL1uakhERCQVhhGFaGxzT+v1etFdIiIiv2IYUQizZ/Aqp/USEZG8MIwoBPelISIiuWIYUQjPtF6GESIikhmGEYVw70tjYBghIiKZYRhRCHc3DRc8IyIiuWEYUQgzu2mIiEimGEYUwjO1ly0jREQkMwwjCtE5gJVTe4mISF4YRhTCPWaEA1iJiEhuGEYUgjv2EhGRXDGMKIDd4URTux0AFz0jIiL5YRhRAHNHEAEYRoiISH4YRhTA3UUTpdMgTM3/5EREJC98MilAY6t7x162ihARkfwwjCiAu2WEYYSIiOSIYUQBGEaIiEjOGEYUgPvSEBGRnDGMKADXGCEiIjljGFEArr5KRERyxjCiANyXhoiI5IxhRAFMbZzaS0RE8sUwogAcM0JERHLGMKIA7jEjbBkhIiI5YhhRgEauM0JERDLGMBLiRFFkNw0REcnagMLIunXrkJ6eDr1ej8zMTOzevbvPcz/44APMnz8fCQkJMBgMyMrKwvbt2wdcMHmn3eaE1e4EwJYRIiKSJ6/DyObNm7FixQqsWrUKRUVFmD17NnJyclBWVtbr+bt27cL8+fOxdetWFBYWYu7cuVi4cCGKioquuXi6OneriFolIEqnkbgaIiKingRRFEVv3jBjxgxMmzYN69ev9xwbP348Fi1ahPz8/H5dY+LEiVi8eDGefvrpfp1vNpthNBphMplgMBi8KVfxTlSb8R9rdiM2UouD/z1f6nKIiEhB+vv89qplxGq1orCwENnZ2d2OZ2dnY+/evf26htPpRFNTE2JjY725NQ2Qyb0vDbtoiIhIprxqt6+rq4PD4UBSUlK340lJSaiuru7XNV588UW0tLTgnnvu6fMci8UCi8Xi+dxsNntTJnXhnknDpeCJiEiuBjSAVRCEbp+LotjjWG82bdqEZ599Fps3b0ZiYmKf5+Xn58NoNHpeKSkpAymT0KVlhDNpiIhIprwKI/Hx8VCr1T1aQWpra3u0llxu8+bNWLp0Kf7+979j3rx5Vzw3Ly8PJpPJ8yovL/emTOqic18ahhEiIpInr8KIVqtFZmYmCgoKuh0vKCjAzJkz+3zfpk2b8OCDD+Ltt9/GggULrnofnU4Hg8HQ7UUD08h9aYiISOa8nuuZm5uL+++/H9OnT0dWVhZeeeUVlJWVYdmyZQBcrRoVFRXYuHEjAFcQWbJkCf74xz/ixhtv9LSqhIeHw2g0+vBLod64W0aMEdyxl4iI5MnrMLJ48WLU19dj9erVqKqqQkZGBrZu3Yq0tDQAQFVVVbc1R15++WXY7XYsX74cy5cv9xx/4IEHsGHDhmv/CuiKuC8NERHJndfrjEiB64wM3P2vfY3dp+vw4g+m4O7MYVKXQ0RECuKXdUYo+HBfGiIikjuGkRDHbhoiIpI7hpEQx5YRIiKSO4aREOZ0ijC3cwVWIiKSN4aRENbUbod7eDK7aYiISK4YRkKYe8Gz8DA1dBq1xNUQERH1jmEkhDVyXxoiIgoCDCMhzLP6KrtoiIhIxhhGQlgjwwgREQUBhpEQxmm9REQUDBhGQpiplTv2EhGR/DGMhLDOlhHu2EtERPLFMBLCuBQ8EREFA4aREMYBrEREFAwYRkIYB7ASEVEwYBgJYSZ20xARURBgGAlhnpaRcA5gJSIi+WIYCWHuvWnYMkJERHLGMBKi2m0OtNucAAAjx4wQEZGMMYyEKHNHF41KAKJ1GomrISIi6hvDSIhyT+s1hIdBpRIkroaIiKhvDCMhqnPwKrtoiIhI3hhGQhRXXyUiomDBMBKi3C0jRu5LQ0REMscwEqIauWMvEREFCYaREMUxI0REFCwYRkIU96UhIqJgwTASojiAlYiIggXDSIjyDGBlGCEiIpljGAlBoiiiytQGgGGEiIjkj2EkBH1wsAKnapqh06gwaZhR6nKIiIiuiGEkxNQ1W/DrT48BAFbMG4MhxnCJKyIiIroyhpEQ89wnx9DYasOEIQY8PDtd6nKIiIiuimEkhPzreA0+OVQJlQD87u7JCFPzPy8REckfn1Yhoqndhv/68FsAwMOzR3CsCBERBY0BhZF169YhPT0der0emZmZ2L179xXP37lzJzIzM6HX6zFixAj89a9/HVCx1LcXtp9ElakdqbERWDlvjNTlEBER9ZvXYWTz5s1YsWIFVq1ahaKiIsyePRs5OTkoKyvr9fzS0lLccccdmD17NoqKivCrX/0Kjz/+ON5///1rLp5cDpxrwP9+dR4AkP+9SQjXqiWuiIiIqP8EURRFb94wY8YMTJs2DevXr/ccGz9+PBYtWoT8/Pwe5//nf/4nPv74Yxw/ftxzbNmyZTh06BD27dvXr3uazWYYjUaYTCYYDAZvyg15FrsDC/70JUpqm/GDzGF44QdTpC6JiIgIQP+f3xpvLmq1WlFYWIinnnqq2/Hs7Gzs3bu31/fs27cP2dnZ3Y7dfvvteO2112Cz2RAW1nNRLovFAovF0u2L8Yf3Cy/g20qTX67tD6LoWtDMKQLOjj8vXGpFSW0z4qN0WLVgvNQlEhERec2rMFJXVweHw4GkpKRux5OSklBdXd3re6qrq3s93263o66uDkOGDOnxnvz8fDz33HPelDYgO09dxMeHKv1+n0B49s4JiInQSl0GERGR17wKI26CIHT7XBTFHseudn5vx93y8vKQm5vr+dxsNiMlJWUgpV7R/AlJSIkNrkXB1IIAQRCgEgQIAqASgLS4SCyY1DPUERERBQOvwkh8fDzUanWPVpDa2toerR9ugwcP7vV8jUaDuLi4Xt+j0+mg0+m8KW1AFk5JxsIpyX6/DxEREfXNq9k0Wq0WmZmZKCgo6Ha8oKAAM2fO7PU9WVlZPc7fsWMHpk+f3ut4ESIiIlIWr6f25ubm4tVXX8Xrr7+O48ePY+XKlSgrK8OyZcsAuLpYlixZ4jl/2bJlOH/+PHJzc3H8+HG8/vrreO211/DLX/7Sd18FERERBS2vx4wsXrwY9fX1WL16NaqqqpCRkYGtW7ciLS0NAFBVVdVtzZH09HRs3boVK1euxF/+8hckJyfjT3/6E+6++27ffRVEREQUtLxeZ0QKXGeEiIgo+PT3+c29aYiIiEhSDCNEREQkKYYRIiIikhTDCBEREUmKYYSIiIgkxTBCREREkmIYISIiIkkxjBAREZGkGEaIiIhIUl4vBy8F9yKxZrNZ4kqIiIiov9zP7ast9h4UYaSpqQkAkJKSInElRERE5K2mpiYYjcY+/z4o9qZxOp2orKxEdHQ0BEHo8zyz2YyUlBSUl5dzD5sA4fdcGvy+Bx6/54HH73ng+fp7LooimpqakJycDJWq75EhQdEyolKpMGzYsH6fbzAY+IMbYPyeS4Pf98Dj9zzw+D0PPF9+z6/UIuLGAaxEREQkKYYRIiIiklRIhRGdTodnnnkGOp1O6lIUg99zafD7Hnj8ngcev+eBJ9X3PCgGsBIREVHoCqmWESIiIgo+DCNEREQkKYYRIiIikhTDCBEREUkqZMLIunXrkJ6eDr1ej8zMTOzevVvqkkLarl27sHDhQiQnJ0MQBHz44YdSlxTy8vPzcf311yM6OhqJiYlYtGgRTp48KXVZIW39+vWYPHmyZwGorKwsfPbZZ1KXpSj5+fkQBAErVqyQupSQ9uyzz0IQhG6vwYMHB+z+IRFGNm/ejBUrVmDVqlUoKirC7NmzkZOTg7KyMqlLC1ktLS2YMmUK1q5dK3UpirFz504sX74cX331FQoKCmC325GdnY2WlhapSwtZw4YNw29/+1scOHAABw4cwK233oq77roLR48elbo0Rdi/fz9eeeUVTJ48WepSFGHixImoqqryvI4cORKwe4fE1N4ZM2Zg2rRpWL9+vefY+PHjsWjRIuTn50tYmTIIgoAtW7Zg0aJFUpeiKBcvXkRiYiJ27tyJm2++WepyFCM2NhYvvPACli5dKnUpIa25uRnTpk3DunXr8Pzzz+O6667DmjVrpC4rZD377LP48MMPUVxcLMn9g75lxGq1orCwENnZ2d2OZ2dnY+/evRJVReR/JpMJgOvhSP7ncDjwzjvvoKWlBVlZWVKXE/KWL1+OBQsWYN68eVKXohinT59GcnIy0tPT8cMf/hBnz54N2L2DYqO8K6mrq4PD4UBSUlK340lJSaiurpaoKiL/EkURubm5uOmmm5CRkSF1OSHtyJEjyMrKQnt7O6KiorBlyxZMmDBB6rJC2jvvvIODBw9i//79UpeiGDNmzMDGjRsxZswY1NTU4Pnnn8fMmTNx9OhRxMXF+f3+QR9G3ARB6Pa5KIo9jhGFisceewyHDx/Gl19+KXUpIW/s2LEoLi5GY2Mj3n//fTzwwAPYuXMnA4mflJeX4+c//zl27NgBvV4vdTmKkZOT4/l40qRJyMrKwsiRI/Hmm28iNzfX7/cP+jASHx8PtVrdoxWktra2R2sJUSj42c9+ho8//hi7du3CsGHDpC4n5Gm1WowaNQoAMH36dOzfvx9//OMf8fLLL0tcWWgqLCxEbW0tMjMzPcccDgd27dqFtWvXwmKxQK1WS1ihMkRGRmLSpEk4ffp0QO4X9GNGtFotMjMzUVBQ0O14QUEBZs6cKVFVRL4niiIee+wxfPDBB/j888+Rnp4udUmKJIoiLBaL1GWErNtuuw1HjhxBcXGx5zV9+nTcd999KC4uZhAJEIvFguPHj2PIkCEBuV/Qt4wAQG5uLu6//35Mnz4dWVlZeOWVV1BWVoZly5ZJXVrIam5uRklJiefz0tJSFBcXIzY2FqmpqRJWFrqWL1+Ot99+Gx999BGio6M9rYFGoxHh4eESVxeafvWrXyEnJwcpKSloamrCO++8gy+++ALbtm2TurSQFR0d3WMcVGRkJOLi4jg+yo9++ctfYuHChUhNTUVtbS2ef/55mM1mPPDAAwG5f0iEkcWLF6O+vh6rV69GVVUVMjIysHXrVqSlpUldWsg6cOAA5s6d6/nc3af4wAMPYMOGDRJVFdrcU9fnzJnT7fgbb7yBBx98MPAFKUBNTQ3uv/9+VFVVwWg0YvLkydi2bRvmz58vdWlEPnXhwgX86Ec/Ql1dHRISEnDjjTfiq6++CthzNCTWGSEiIqLgFfRjRoiIiCi4MYwQERGRpBhGiIiISFIMI0RERCQphhEiIiKSFMMIERERSYphhIiIiCTFMEJERESSYhghIiIiSTGMEBERkaQYRoiIiEhSDCNEREQkqf8fGsTUezg/avUAAAAASUVORK5CYII=", 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\n", 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uOQBAaWkpCgsLnee/8cYbsFgsePzxxxEbG+t8/eIXv5Ckfro+x3gdP6WAYDfti+UgCAL3yCIiInm17EyfPv2aq92uX7++zef//e9/3VsQuZxzvE6gxm37YrU2IDIIh4v0OM9xO0REvZasWnbI93lqJpbDoCj7jKyz5bUeeT8iIpIfhh3yqGoPLSjoMLR5nM7pcnZjERH1Vgw75FFVzftieaplZ2iMPeycr6iDxWrzyHsSEZG8MOyQR1V5aNq5Q99QfwSolTBbbbhQVe+R9yQiInlh2CGP8nQ3lkIhYHBzV9YZjtshIuqVGHbIozw9QBkAhkbbBymfLmPYISLqjRh2yKOqPLQJaGtD2LJDRNSrMeyQR1UbPbMvVmuOQcqne3HYEUUR6/cWYNpfdmDVV2fQ2GSVuiQiIo9h2CGPcozZCfPQAGWgZfr5hUpjr3zIW20iln98HMs/OYHC6nqs+uosZr2yE1+dKJe6NCIij2DYIY9pbLLC6NgXy4PdWJHBGoQG+MEm9r4d0I0mCx7dcBD/2H8RAPCzSQmICdHiUnUDHt5wEA+tP4CLVb3re0JEvQ/DDnlM632xQrSe26lEEIReOW6nwtCI+W/ux9enKqBRKbDmp+Oxct4ofP3Lm/DzmwbATyngm1MVmPXKLrz85WmYLL2v1YuIegeGHfKYli4stUf2xWqtZSXl3hF2TpUZMO9ve3Gs2ICwQDXefWQSbh8VCwAI1KiwLGM4PvvFNEwdHAGzxYbXvjmHrO2nJK6aiMg9GHbIYyqdqyd7bryOw5DmQcpnesH08+8LqnH32v0o0TdiQGQgtj42GSmJfdqdNygqCBsemoC/3DUaAPDegULU1Js9XS4Rkdsx7JDHOFp2Ijw4E8thSPOGoL7esqNvaMKTmw6h1mTBhKQwbPnfyUgMD7zq+YIg4O7UfhgWE4zGJhveO3DJg9USEXkGww55TLUECwo6OMbsFF1pQJ3J4vH395Ss7SdRbjAhKSIQGx6agNCA63+vBUHAQ1OSAAAb9l3gHmJE5HMYdshjpFg92aFPoBpRwfbus7M+2rqz52yls2Xmz3eNhtZP2elr546NQ1igGiX6RmRzSjoR+RiGHfKYqrrmBQUlCDtAy+KCvjgjy2iy4LdbjgAAFqQlYkJSWJeu1/opcd+EBADAur0XXF0eEZGkGHbIYxzdWOFBnh+gDLR0ZZ0uq5Pk/d3pr1+cRtGVBvQN9cfTtw3r1j3uT0uESiHg+wvVOFasd3GFRETSYdghj5GyGwtomX7uay07By9U4x/7LwAAsu4chSBN99Ywig7ROqens3WHiHwJww55TJVR2m6sIT64R1ZjkxVPf3gEogj8OKUfpg2J7NH9HpzSHwDwyeESXK41uaBCIiLpMeyQxzimnkvVjTW4efr55VqTs0vN27329VnkXzYiMliD388e0eP7jUvog7HxoTBbbXj3u0IXVEhEJD2GHfIIqfbFai1Qo0J8mD8A3+jKOlasxxu78gEAK+clQxfg55L7Olp3/vXdRZgtnIZORN6PYYc8Qqp9sX7IV8btNFltePqDI7DaRMweHYtbR8a47N63j4pFdIgGl2tN+PRoicvuS0QkFYYd8ghHF1afAM/vi9War2wI+vaeApwoNSA0wA8vzB3p0nv7KRW4f1IiAPtAZVEUXXp/IiJPY9ghj3AOTpZovI6Dc60dL55+fqHSiFeyzwAAfjd7BCLc8D29d0IC1CoFjhTpcaiwxuX3JyLyJIYd8gjnGjsSjddxGNJq93NvbLEQRRHPbjsKk8WGGwdF4K7xfd3yPuFBGswbGwcA2NA8rZ2IyFtJN3iCepWqOmnX2HEYEBkIpUKAvqEJFbUmRIdoJa2nqz7IKcLec1XQ+inwh/9JdmuX4E8nJuLfB4vw5fFyGE0WBHZz/R45sNpEFFQacarMgFOltThVZkBBpRGCIMBPqYBapYBaaf+zv58StyXH4H/G9YVKyd8HiXyB9/7fi7xKlXP1ZGnDjkalRP/wAJy/bMTpslqvCjuXa01Y+elJAMDSW4ZcczdzVxjdT4ekiEAUVBqRfaIc88a5pxXJnQ5cqMbKT0/iVKkBpi7MLPv6VAXW7jyPpbcMwexRsVAopBtnRkQ9x7BDHlEt8YKCrQ2NCcb5y0acKa/t8SJ8nrTiPyegb2jCyLgQLLoxye3vJwgC5o6Jw6tfn8W2vGKvCztXjGb8779yUNncqujvp8TQmGAMjw3GsJgQDIoKgkIQ0GS1OV9mq4jCKiPe3lOA/MtGPLkpF3/bcQ6/TB+KW4ZHSTq4noi6j2GHPKKlG0vaAcqAfdzO9qNlOF3mPTOyvjlVjk8Ol0AhAH+6c7THulfuGGsPO7vPVqKqziT5APOu+H//OYHKOjMGRwXhzQWpSAwL6HQLzcLJ/bFu7wX8fVc+TpXV4pENBzGmnw4PTOmPmUOjXbamERF5BjukySOk3herNW9ba6fOZMHvth4DADw8dQBG9dN57L0HRAZhdD8drDYR24+Weux9e2rH6QpsyS2GQgD+8uPRSIoI7FJXVLDWD0/dPBi7fzMDj00fCH8/JQ4X6bF082GMX5mN+/7+LdbtLUDRlXo3fhVE5CoMO+QRjtlYERKP2QFa9sg6U14Hm03+M7Je/vIMSvSNiA/zx9Jbhnj8/eeOsc/K2pbnHQsM1jY24dktRwEAD01JwriEPt2+V2iAGk/fNgy7np6Bp24ejGExwbDaROw7X4UXPjmBG/+8A7e/uhtbc4tcVT4RuQHDDnlEtYxadhLDAqBWKdDQZEXRlQapy7mmqjoT/vXdRQDAynmj4K9WeryGuWPiIAhAzsUruFQt/5aMv3x+GiX6RiSEBSAz3TXhMDJYg8xZQ/D5kmnY9esZ+N3s4ZiQFAaFAJwoNWDp5sN4/qNjaLJyew0iOWLYIbdrbLKizmQBAITLYMyOSqnAoEj7pqBy3wH9vQOXYLbYMKafDjdJNJg6KkSLyQPDAQAfH5Z36873BdX457f2cPinO0chQO36YYkJ4QF4eOoA/PvnaTj4u1l4auYgAMA/9l/E/W9/5zObzBL5EoYdcjtDY5Pzz8ES7ovVmmMl5dNlBokruTqL1YaNzQ/uBWn9Ja3ljjH2mVjbcotluxhjY5MVv/nwCADg3gnxmDwowu3vGRaoRmb6UPx9QSqCNCp8m1+Nuav34ESJfH+uiHojeTx5mu3atQt//etfkZOTg9LSUmzduhXz5s275jU7d+5EZmYmjh8/jri4ODz99NNYvHixZwqmTmlo3u08QK2UzXoljrBzUsYzsrJPlKNE34jwQDVmj46VtJbbRsXgdx8dw9mKOpwsrcWIuBBJ6+nIqq/OoqDSiOgQDX6bMdyj7z1rRDS2PjYZj2w4iAtV9bhr7T68ePcYyf/d3MFitaG63oySmkYUXalH0ZUG58eSmgaoVQpEBGkQGaRBRLD9Y2SwBonhARgSHQytn+e7YolkFXaMRiPGjBmDBx98EHfdddd1zy8oKMDtt9+ORx55BP/617+wd+9ePPbYY4iMjOzU9eQZRpMj7Mjnxy05zj6j6VixXuJKru4fzds0/GRCvOQPiBCtH2YOjcLnx8vw0eFi2YWdo0V6/H13PgD72Cadv+enhg+ODsZHj9+IJzYdwu6zlXj83UPIuZiEX9w82OumqlusNnxXUI0dpypQamhEVZ0JVXVmVBnNuFJvRncb91QKAYOigjAiLgQj43QYERuCIdFBCAuUdoNg8n3yefoAyMjIQEZGRqfPf/3115GQkIBVq1YBAIYPH46DBw/ixRdfZNiRkYYm+3idAAkG115Ncl/7w/piVT30DU2SPByv5VSZAd/mV0OpEPCz5h3IpXbH2Dh8frwMn+SV4De3DpNNK50oivjdR8dgtYmYMyYOs0ZES1aLLsAP6x+cgL98fgpv7MrHO3sL8H7OJSy+aSAenNJfVoH/h6w2Ed8XVOPToyX4/FiZczHGjggCEBOiRb8+/ujXJwD9+vijb6g/4kL9YbWJuFxrwuU6U8tHgwlnK2pxpb4Jp8pqcaqsFlsOFTvvp/VTIC60+R46f/Tt44+hMcG4aUik5EG/s5qsNlyuNaHc0Nj8MkHf0IQ6kwW1jU2obbSgzmRBXaMFTTYRCgEQACgEAYIACBDgpxIQoFYhQK10fgxUKxEepGleEDNEdv+v8hby/S+vE/bv34/09PQ2x2699Va8/fbbaGpqgp8ffyjkoL5VN5ZchAao0a+PP4quNOB4iR6TB7p/fEdX/GOffazOrSOjEavzl7gauxnDohCsUaFE34gDF6oxcUC41CUBAL48UY7Dl2rg76fE73/k2e6rjigVApbdPhyTBobjz5+dwqmyWvz1i9NYt/cCnrp5EH5yg31Hebm4VF2Pt/cU4NOjpbhca3IeDw3ww60jYjA0JhjhQWpEBmkQHqRBeJAafQLUUHYx7IqiiDJDI44XG3C8xIDjJXocLzGguKYBjU025F82Iv+ysc01IVoVfjQmDneN74fxCaGSt/5YbSIuVdfjbEUdzlbU4lx5Hc5drkNJTSOqjKZut3h1Rd9QfwyPtQeffn38YbaKMDVZYbLYnB8tNhFqlQIalaL5oxIalX3ft7Dmf8uI5n9LPxcsUCqKIoxmK2rqzWhsssFis8FiFWGxibBYbWiyilApBdzQP8wF34Hu8eqwU1ZWhujotr/FRUdHw2KxoLKyErGx7fvLTSYTTKaW/6ANBg4kdLeWbiz5hB0AGNVXh6IrDThWLK+wo69vwrZc+2+9Ug9Mbk3bvEHm+zlF+OhwiSzCjtUm4sUvTgMAHrqxP6KC5bPX2YyhUbhpcCQ+PlyCl7PPoLC6Hs99dBx/352P/71pEGaPipW0e0vf0IS/7TiH9XsvwNw8ZT5Eq8KtI2PwozFxmDww3CUPQgdBEBCr80eszh+3tGp9M1msKNebUFzTgOIa+7ifoiv12H22EqX6Rrz7XSHe/a4QSRGBuHNcX2SMikHf0IDrLsNgs4m4Um9GTUMTtH5K+PspEaC2P/QdoclqE6FvaEK10YRqY8vHmgYz9PVNqKlvgr7B/nm10YwLVfUwX2OPNZVCQFSwBtE6LaKDtegTqEawVoUgTfOr+c9+SgVEUYQIe1AQRcAm2luH6s1W1JstqDdbYTRbUG+yolTfgJOltc7vUXFNA746WeGSf5c+AX7oE6iG2Pz+TVZ7UGmy2mC1idA0f+/81c0f/ZTQ+ClQ3xxu9A3275PlOmuWRYdo8N0zt7ik5u7w6rADoF3Sd8wUudpvAFlZWXjhhRfcXhe1aOnGktePW3JfHT47VoZjxfIKvO/nXEJDkxXDYoIxMUm634Q6Mm9cX7yfU4TtR0uxfM5IyVsotuUW42xFHXT+fnh02kBJa+mIQiFg3ri+uH1ULDYfKMRr35zDpeoGPLP1KJ7/+BimDY7Ej8bE4pbh0QjWeib4NFlt2PR9IV7JPoMr9faZklMGhWPRjUm4cVCkx/9NNSolEsIDkBAe0Oa41Sbi2/wqfJhThM+OlaGg0oiXss/gpewzAOzBLEanRXSIFlHBWgRqlK26kUyoqG1Ek7X9A1gQ7Puk+SkVqG1sQlfXFdWoFBgUFYRBUUEY3PyxX58ARIdoER6odmv3rr6hCadKDThZasDJ0lpU1DbaW2387K04Wj97mFMoBDRZRJgs9pYes8UGk8WKerMVlXVmVNaZUG00w2oTcaW+yflz0BFjc8t8Z6hVCmhVCvgpFVApBagUCvgpBSgVAiIk3mpGXk+fLoqJiUFZWVmbYxUVFVCpVAgP7/i3zmXLliEzM9P5ucFgQHx8vFvr7O3k2rKT3Fd+g5StNhEb9rdMN5e62f6HJg0IR2SwBpdrTdh15nKb39A9zWyx4ZWv7A++xTcNlPVYBrVKgfvT+uOulH7417cXseVQMU6V1eLrUxX4+lQF1CoFZg6NQsaoGEweGIHIYNc/GERRxDenKvCH7Sed3UWDooLw7O3DMX1opOx+1pQKAVMGRWDKoAj8v3kWfH6sDB8eKsKhwitobLLB0GiBobEOZ8rrrnmfYK3K+cAHAFF0dK23PMR1/n4IC1SjT4D9Y2iAGqH+fggN8IOu1Z8TwwLRt49/l7vwXEXn74eJA8Jd0qrqaPmqrLMPOlcqBKgUgjOo+CkVUAoCzM2tTQ1mKxqaLGgw29DYZEWgRgmdvxqhAX7oE2D/KOfxVV4ddtLS0vDJJ5+0Ofbll18iNTX1quN1NBoNNBrpF7brTRpkOGYHAJKbZxTlVxpR29jksd+sr+W/pytQWF2PEK0K88bFSV1OO0qFgDmj4/DO3gJszSuWNOy8d6AQRVcaEBmswQOT+0tWR1cEqFV4dNpAPDptIM6W1+KTI6X4z5ES5F824vPjZfj8uP2Xt6HRwZg8KBxTBkZg4oCwbv9sNjZZsT+/Ct+crMA3pypQXGNfMTwsUI2ls4bg3hviPbapbE8EalS4K6Uf7krpB1EUUWuyoMLQiDJ9c0tObSOMJguigrWIDtEgKkSLmBAtIoI0zpYqq01EQ1PzQ9tshdlqdT6sXdld5y0UCqF5DFbveB7KKuzU1dXh3Llzzs8LCgqQl5eHsLAwJCQkYNmyZSguLsaGDRsAAIsXL8bq1auRmZmJRx55BPv378fbb7+NTZs2SfUlUAeMZns3lr/MurHCgzSI02lRom/EiRKDLMag/KO5VWf+DfGy6/ZzuHN8X7yztwBfHi/D5VqTW1ohrqfebMFrX9v/X/HUzEGSbKPRU4Ojg5E5KxhLbxmME6UG/OdIKXaevowTpQacLq/F6fJarNt7AUqFgOS4EIzuF4pR/XQY3U+HQZFB7UKKzSbicp197MvJUgN2nKrAnnOVaGxqGWOi9VPggclJeGzGQITIINx3hyAICNH6IUTrh0FRwZ2+TqkQnGNnqPeR1b/6wYMHMWPGDOfnju6mhQsXYv369SgtLUVhYaHz75OSkrB9+3YsXboUf/vb3xAXF4fXXnuN085lxtGyEyjDB9LIvjqU6BtxtFgvedg5f7kOu85chiAA90/qL2kt15LcV4dxCaHILazBe98X4smbB3u8hvX7LqCyzoT4MH/MvyHB4+/vSoIgYGScDiPjdPjNbcNQbTRj//kq7D1fiX3nKnGhqh6Hi/Q4XNTS3ar1U2BknA59Q/1RZmhEqb4BZfqOx6jE6rSYMSwKNw+LwuSBEV4ZDIl6SlZhZ/r06ddcin79+vXtjt100004dOiQG6uinpLj1HOHUX11yD5RjuMyWN7/n82tOjOHRrUbrCk3C9P6I7cwDxu/K8Ti6QM92g2gb2jC6/89DwBYessQyQdJu1pY84rZjtWXi67U41BhDY4W1eBIkR7HivUwmq3IuXgFORevtLlW0bz+TXxYAKYNicSMoVEYHhssu/E4RJ4mq7BDvsnRjRUgw+bjUc2DlI9KPEi5scmKD3OKAAALvGD8ScaoGKz8VI0yQyOyT5Tj9lGe2xbhzV3nYWi0YEh0EO4Y29dj7ysV+6J9AZg7xj6Gy2YTkV9pxNHiGlQYTIjRaZ0L+kUFa7xiDA6Rp8nv6UM+R64DlAFgZPNKyucv16HebJFsnMzOM5dRa7IgVqfFVA9sYNlTGpUS905IwP99cw7/2HfBY2GnorYR7+y5AAD4ZfpQyWbFSEnRvOXCoKggqUsh8hr8FYDczmiW395YDo7ZG6IISXeq/uRwCQDgR6NjZbMNw/XcNzEBSoWA7wqqccpDu8ev2XEeDU1WjIkPRbqEM8GIyLsw7JDbNZjltzdWa1JvClpvtuDr5tVQfzRaftPNryZW549bR9oDh2NtIHcqrKrHxu/s7/P0rUM5DoWIOo1hh9zOMUBZrrNAkp3jdqRp2fnqZAUamqxICAvA6H46SWroLsd2FlsPFUPfcPVVWF3hpezTaLKKmDrYvtAcEVFnMeyQ29U7p57LrxsLkH4lZUcX1pwxsV7XWjExKQxDo4PR0GTFB80DrN3hWLEeH+XZv0+/uW2Y296HiHwTww65Xb3Mu7EcM7LOVtQ6B1N7ir6hCTtPXwYAzBnjPV1YDoIgYMHkRADAP/dfgK2rGw110p8/PwUAuGNsnDOcEhF1FsMOuV29TPfGcogO0SAiSA2bCJz00EBbh+wT5TBbbRgcFYSh0Z1fDVZO5o3ti2CNCheq6rHr7GWX33/P2UrsPlsJP6WAX84a6vL7E5HvY9ghtxJFEfVN8p2NBdhbJxytBcc93JXV0oUV53VdWA6BGhV+nNoPgOsHKttsIv70+UkAwE8nJsp+sUUikieGHXIrs9UGa3PXRoBGni07gDSLC1YbzdhzrhKAfcq5N7t/kr0ra8fpClysMrrsvv85WopjxQYEaVR4cuYgl92XiHoXhh1yK0cXFgAE+Mk37Ix0Tj/3XDfWZ8dKYbWJGBkXggGR3r1A3IDIIEwbEglRbNn2oqfMFhte/OI0AODRaQN6ze7MROR6DDvkVo4uLLVSIetl7Ec1T/k+U16LxibPDFJu3YXlCxam2Vt3Nuy/iG/zq3p8v03fF6Kwuh4RQRo8PDWpx/cjot5Lvk8f8gn1Jse+WPJt1QGAOJ0WfQL8YLGJOF1W6/b3Kzc04ruCagDAbA/uK+VOM4dFISM5BmarDY9uOIhzFd3/PtaZLHjt67MAgCW3DJbteC8i8g4MO+RWzh3PZdyFBbQdpHysxP3jdrYfLYUoAuMTQhEf5huDbgVBwCvzx2J8QigMjRYsfOcAKmobu3wfURSx+ptzqDKakRQRiPk3xLuhWiLqTRh2yK3kvOP5D3lycUFf68Jy0Pop8dbCG9A/PADFNQ14aP0BGJtb9zrjeIke9/39O7y+8zwA4Ne3DoWfjLs/icg78P8i5FZy3vH8h0b19cwg5UvV9ThUWANB8J0urNbCAtVY/+AEhAWqcazYgCfePQSL1XbNa8oNjXj6g8P40f/twf78KqhVCiy5ZTAykmM8VDUR+TKGHXIr575YMu/GAlo2BD1dVguz5doP55749GgpAPtWC1EhWre9j5T6RwTirYWp0KgU2HH6Mn7/0XGIYvvVlR1jc2a8+F/8+2ARRBGYOyYO3/zyJiy5ZYjXrj1ERPIi/74F8mqOrSICvaAbKz7MHzp/P+gbmnCmvNZt2xL4ahfWD41P6INXfzIO/7sxB5u+L0SZvgGAfX2hKqMZV4xmGFttzzE+IRS/+9EIjE/oI1XJROSj5P8EIq8m9x3PW7MPUg7B3nNVOFasd0vYOV6ix/ESA1QKARnJvteF9UO3Jcfg+R+NwPJPTmDH6Y63kkgIC8DTtw3F7FHetxEqEXkHhh1yq5Ydz+UfdgB7V9bec1U4UqzHT9xw/w377Avu3ZYcg7BAtRveQX4emJKEhPAAnCytRXigGuFBGoQFqhEeqEZYkBrBGhVDDhG5FcMOuVXLjufe8aN2Q/8wvLErH1+fLIf1jmQoFa57CNfUm7EtrxgAsHByf5fd1xvMHBaNmcOipS6DiHopDlAmt6r3otlYADB1SARCtCqUG0z4vnnRP1f598FLMFlsGB4bgtREjkshIvIUhh1yK8feWN4SdjQqJW5rnu78cfNAYlew2kT881t7F9YDkxPZbUNE5EEMO+RWjr2x/L2kGwsA7hjbF4B9o05XTUH/7+kKXKpugM7fD3PH9HXJPYmIqHMYdsitHHtjecsAZQCYNCAckcEa1NQ3Yc+5jmcQddU/mncCn39DvFfMTCMi8iUMO+RW3jT13EGpEJwrG3+U1/OurPzLddh15jIEAfjZxMQe34+IiLqGYYfcytGNFehF3VgAMHesfcG/7BPlzi0vussxVmfm0CgkhPvGpp9ERN6EYYfcytGN5S0DlB3GxYciPswf9WYrvjpZ3u37GE0WfHCwCACwoJdNNycikguGHXIrb+zGAuyrKc9t3s6hJ7OytuYWo9ZkQVJEIKYOinBVeURE1AUMO+RW3rQ31g85Zk3tPH0Z+oamLl8viiI27L8AALh/UiIULlygkIiIOo9hh9zKm3Y9/6GhMcEYGh0Ms9WGL46Vdfn6b/Orcaa8DgFqJe5K6eeGComIqDMYdshtrDYRpuZ1aryxZQdoGaj80eHiLl/raNX5n3F9ofP3c2VZRETUBQw75DaOLizA+wYoO8wZbQ87+89XoaK2sdPXHSvW48sT9oHNC9L6u6M0IiLqJIYdchvHlG2FAGhU3vmjlhAegHEJobCJwKdHSjt1TZ3Jgic35cJqE3HbyBgMjQl2c5VERHQt3vkEIq9gdG4CqvLqvaC6OivruW3HUFBpRKxOi6w7R7mzNCIi6gTZhZ01a9YgKSkJWq0WKSkp2L179zXP37hxI8aMGYOAgADExsbiwQcfRFVVlYeqpWtxdGN527TzH5o9OhYKAcgtrMGl6vprnvtBThG25BZDqRDw2r3j0CdQ7aEqiYjoamQVdjZv3owlS5bg2WefRW5uLqZOnYqMjAwUFhZ2eP6ePXuwYMECLFq0CMePH8f777+PAwcO4OGHH/Zw5dQRx0wsb9oXqyNRwVqkDQwHALyfU3TV885V1OH3244BAJbeMhg39A/zSH1ERHRtsgo7L7/8MhYtWoSHH34Yw4cPx6pVqxAfH4+1a9d2eP63336L/v3746mnnkJSUhJuvPFG/PznP8fBgwc9XDl1pGVBQe+cidWaYyf0174+i8c3HkLRlbYtPI1NVjzx7iE0NFkxZVA4/nf6ICnKJCKiDsgm7JjNZuTk5CA9Pb3N8fT0dOzbt6/DayZPnoyioiJs374doiiivLwcH3zwAWbPnn3V9zGZTDAYDG1e5B4NZu/b8fxq7hrfDw9M7g+FAHx6tBS3vLwTr351Fo3Ne3+t/PQETpXVIjxQjVfuGQslFxAkIpIN2YSdyspKWK1WREdHtzkeHR2NsrKOF3SbPHkyNm7ciPnz50OtViMmJgahoaH4v//7v6u+T1ZWFnQ6nfMVHx/v0q+DWhhN3rlVREeUCgHL547Ep09NxcSkMDQ22fDKV2dw80s7kfXZSfzrW3tX68vzxyIqRCtxtURE1Jpswo7DD2ftiKJ41Zk8J06cwFNPPYXnnnsOOTk5+Pzzz1FQUIDFixdf9f7Lli2DXq93vi5duuTS+qmFt+54fi3DY0Pw3qOTsPq+cYjVaVFc04A3duYDABbfNBA3DYmUuEIiIvoh2TyFIiIioFQq27XiVFRUtGvtccjKysKUKVPw61//GgAwevRoBAYGYurUqVi5ciViY2PbXaPRaKDRaFz/BVA73rrj+fUIgoAfjY7DzGFReP2/5/H6rnykJvbBL9OHSF0aERF1QDYtO2q1GikpKcjOzm5zPDs7G5MnT+7wmvr6eigUbb8EpdL+YBVF0T2FUqd5647nnRWgViEzfSiOLk/HPxdNhJ9SNv85ERFRK7L6v3NmZibeeustvPPOOzh58iSWLl2KwsJCZ7fUsmXLsGDBAuf5c+bMwZYtW7B27Vrk5+dj7969eOqppzBhwgTExcVJ9WVQswZHN5aX7ovVWRqVkgOSiYhkrEdPoaamJpSVlaG+vh6RkZEIC+vZuiLz589HVVUVVqxYgdLSUiQnJ2P79u1ITEwEAJSWlrZZc+eBBx5AbW0tVq9ejV/+8pcIDQ3FzJkz8ec//7lHdZBrGJu7sbxxx3MiIvIdgtjF/p66ujps3LgRmzZtwvfffw+TyeT8u379+iE9PR2PPvoobrjhBpcX6w4GgwE6nQ56vR4hISFSl+NTMjfnYUtuMZ65fRgenTZQ6nKIiMiHdOX53aVurFdeeQX9+/fHW2+9hZkzZ2LLli3Iy8vD6dOnsX//fjz//POwWCyYNWsWbrvtNpw9e7ZHXwh5N6Nzuwjf7sYiIiJ569JTaN++fdixYwdGjBiBbdu2YcqUKQgObtnRecKECXjooYfw+uuv4+2338bOnTsxePBglxdN3sExQDmA3VhERCShLoWd999/3/nnn/3sZzh+/HibsOOg0Wjw2GOP9bw68moNjr2xNAw7REQknW7PxpowYQIKCgpcWQv5GKMP7Y1FRETeq9th56mnnsIzzzzDFYjpqnxpbywiIvJe3f6V++677wYAjBw5EnPnzsX06dMxbtw4jBo1Cmq12mUFkvcy+viigkRE5B26HXYKCgqQl5eHw4cPIy8vD1lZWbhw4QKUSiWGDRuGI0eOuLJO8kLOMTvsxiIiIgl1+ymUmJiIxMRE3HHHHc5jtbW1yMvLY9AhiKLonHrua3tjERGRd3Hpr9zBwcGYOnUqpk6d6srbkhcyWWxwLFfJbiwiIpJSlwYot96qoTOKi4u7dD75DscaO4B9w0wiIiKpdCns3HDDDXjkkUfw/fffX/UcvV6Pv//970hOTsaWLVt6XCB5J8e+WBqVgptkEhGRpLr0K/fJkyfxxz/+Ebfddhv8/PyQmpqKuLg4aLVaXLlyBSdOnMDx48eRmpqKv/71r8jIyHBX3SRzvWXHcyIikr8uteyEhYXhxRdfRElJCdauXYshQ4agsrLSuQfWT3/6U+Tk5GDv3r0MOr0cdzwnIiK56Nav3VqtFoMHD8bcuXOhUvE3d2rPMe2cM7GIiEhq3U4qY8aMgVqtxogRIzBmzBiMHTvW+TE0NNSFJZI3cm4Cym4sIiKSWLe3i9izZw/CwsKQlJQEk8mE9evXY+bMmQgPD8fQoUPx+9//HjU1NS4slbyJc40ddmMREZHEuh12nnjiCaxZswYffvgh3n33XeTm5mLHjh0YMGAAFi5ciN27d2PcuHG4fPmyK+slL8Edz4mISC66HXZOnTqFESNGtDl200034ZVXXsGhQ4ewY8cOpKam4plnnulxkeR9uOM5ERHJRbfDzg033IB//etf7Y6PHDkSX375JQRBwK9//Wt89dVXPSqQvBN3PCciIrnodthZs2YNVq1ahfvuuw+nTp0CAJjNZrzyyisICwsDAERGRqK8vNw1lZJXqeeO50REJBPd7mMYOXIk9u/fjyeeeAIjRoyARqOBxWKBSqXCunXrAAC5ubmIi4tzWbHkPeo59ZyIiGSiRwMqRo4ciR07duDixYs4fPgwlEolUlJSEBMTA8DesvOnP/3JJYWSd6l37njOMTtERCQtlzyJEhMTkZiY2O44dz/vvYxs2SEiIpno9pgdomtxTj1nyw4REUmMYYfcwrk3Flt2iIhIYgw75BYtu54z7BARkbQYdsgtnFPP/diNRURE0mLYIbeoNzlmY7Flh4iIpMWwQ25Rz24sIiKSCYYdcot6E/fGIiIieWDYIZezWG0wW20AuDcWERFJj2GHXM7RhQVw6jkREUmPYYdcztGFpVQIUCv5I0ZERNLik4hcrmVfLCUEQZC4GiIi6u0YdsjluOM5ERHJiezCzpo1a5CUlAStVouUlBTs3r37muebTCY8++yzSExMhEajwcCBA/HOO+94qFrqSD33xSIiIhmR1dNo8+bNWLJkCdasWYMpU6bgjTfeQEZGBk6cOIGEhIQOr7nnnntQXl6Ot99+G4MGDUJFRQUsFouHK6fWHN1YHJxMRERyIKuw8/LLL2PRokV4+OGHAQCrVq3CF198gbVr1yIrK6vd+Z9//jl27tyJ/Px8hIWFAQD69+/vyZKpA2zZISIiOZFNN5bZbEZOTg7S09PbHE9PT8e+ffs6vObjjz9Gamoq/vKXv6Bv374YMmQIfvWrX6GhoeGq72MymWAwGNq8yLWc+2KxZYeIiGRANr96V1ZWwmq1Ijo6us3x6OholJWVdXhNfn4+9uzZA61Wi61bt6KyshKPPfYYqqurrzpuJysrCy+88ILL66cWrWdjERERSU02LTsOP5yqLIriVacv22w2CIKAjRs3YsKECbj99tvx8ssvY/369Vdt3Vm2bBn0er3zdenSJZd/Db1dy2ws2WRpIiLqxWTzNIqIiIBSqWzXilNRUdGutcchNjYWffv2hU6ncx4bPnw4RFFEUVERBg8e3O4ajUYDjUbj2uKpDe54TkREciKblh21Wo2UlBRkZ2e3OZ6dnY3Jkyd3eM2UKVNQUlKCuro657EzZ85AoVCgX79+bq2Xrs7ZssMdz4mISAZkE3YAIDMzE2+99RbeeecdnDx5EkuXLkVhYSEWL14MwN4FtWDBAuf59913H8LDw/Hggw/ixIkT2LVrF37961/joYcegr+/v1RfRq/n2BsrwE82DYdERNSLyeppNH/+fFRVVWHFihUoLS1FcnIytm/fjsTERABAaWkpCgsLnecHBQUhOzsbTz75JFJTUxEeHo577rkHK1eulOpLILAbi4iI5EUQRVGUuggpGQwG6HQ66PV6hISESF2OT3h0w0F8eaIcf/ifZPx0YqLU5RARkQ/qyvNbVt1Y5Bu4NxYREckJww65XMs6O7LqJSUiol6KYYdcji07REQkJww75HJcVJCIiOSEYYdcji07REQkJww75HLcG4uIiOSEYYdcShRFNDSxG4uIiOSDYYdcqrHJBsfKTWzZISIiOWDYIZcyNndhAYC/H8MOERFJj2GHXKqheXCyv58SCoUgcTVEREQMO+RijpadQO54TkREMsGwQy7lmHbuz/E6REQkEww75FL1puaZWH6ciUVERPLAsEMu5Vxjh91YREQkEww75FIta+ww7BARkTww7JBLGU1cUJCIiOSFYYdciltFEBGR3DDskEtxE1AiIpIbhh1yqZaww24sIiKSB4YdcqkGdmMREZHMMOyQSxnZskNERDLDsEMu1cAxO0REJDMMO+RSRnZjERGRzDDskEtxgDIREckNww65FLuxiIhIbhh2yKXYjUVERHLDsEMu1cBuLCIikhmGHXIpo4m7nhMRkbww7JBLcddzIiKSG4YdchmzxYYmqwgACPBjNxYREckDww65jGO8DgD4s2WHiIhkgmGHXKa+yT5ex08pQK3ijxYREckDn0jkMkaTvWXH34+tOkREJB8MO+Qy+oYmAIAuwE/iSoiIiFow7JDLGJrDTqi/WuJKiIiIWsgu7KxZswZJSUnQarVISUnB7t27O3Xd3r17oVKpMHbsWPcWSFdV02AGAOj82bJDRETyIauws3nzZixZsgTPPvsscnNzMXXqVGRkZKCwsPCa1+n1eixYsAA333yzhyqljujr2Y1FRETyI6uw8/LLL2PRokV4+OGHMXz4cKxatQrx8fFYu3btNa/7+c9/jvvuuw9paWkeqpQ6UuMYs8OWHSIikhHZhB2z2YycnBykp6e3OZ6eno59+/Zd9bp169bh/PnzeP755zv1PiaTCQaDoc2LXKOm3jFmh2GHiIjkQzZhp7KyElarFdHR0W2OR0dHo6ysrMNrzp49i9/+9rfYuHEjVKrOrdiblZUFnU7nfMXHx/e4drJzDlBmNxYREcmIbMKOgyAIbT4XRbHdMQCwWq2477778MILL2DIkCGdvv+yZcug1+udr0uXLvW4ZrJjNxYREcmRbDYwioiIgFKpbNeKU1FR0a61BwBqa2tx8OBB5Obm4oknngAA2Gw2iKIIlUqFL7/8EjNnzmx3nUajgUajcc8X0cs519nh1HMiIpIR2bTsqNVqpKSkIDs7u83x7OxsTJ48ud35ISEhOHr0KPLy8pyvxYsXY+jQocjLy8PEiRM9VTo1q6nn1HMiIpIf2bTsAEBmZibuv/9+pKamIi0tDW+++SYKCwuxePFiAPYuqOLiYmzYsAEKhQLJycltro+KioJWq213nDxD32DfG4tjdoiISE5kFXbmz5+PqqoqrFixAqWlpUhOTsb27duRmJgIACgtLb3umjskDVEUoeeigkREJEOCKIqi1EVIyWAwQKfTQa/XIyQkROpyvJbRZMHI578AAJxYcSsC1LLK0URE5GO68vyWzZgd8m6OwclqpYK7nhMRkaww7JBLOBYUDPH363CpACIiIqkw7JBL6LmgIBERyRTDDrkEBycTEZFcMeyQS3BfLCIikiuGHXIJ5+rJ7MYiIiKZYdghl+C+WEREJFcMO+QSzgHK3BeLiIhkhmGHXEJf72jZ4WKCREQkLww75BItU8/ZskNERPLCsEMuUcOp50REJFMMO+QSjqnnnI1FRERyw7BDLtEyQJlhh4iI5IVhh3rMahNR22gBwG4sIiKSH4Yd6jFDc6sOwLBDRETyw7BDPeZYUDBIo4JKyR8pIiKSFz6ZqMf0XD2ZiIhkjGGHeqymntPOiYhIvhh2qMdaFhRk2CEiIvlh2KEeY9ghIiI5Y9ihHnMuKMhuLCIikiGGHeqxlgHK3BeLiIjkh2GHeowtO0REJGcMO9Rj+uZNQDlmh4iI5Ihhh3qM+2IREZGcMexQj7Ebi4iI5Ixhh3rMOUCZ3VhERCRDDDvUYzXcLoKIiGSMYYd6pLHJCrPFBgAIDeDUcyIikh+GHeoRx3gdpUJAoFopcTVERETtMexQj9Q4pp37+0EQBImrISIiao9hh3pEX8/ByUREJG8MO9QjHJxMRERyx7BDPcIFBYmISO4YdqhH9FxQkIiIZE52YWfNmjVISkqCVqtFSkoKdu/efdVzt2zZglmzZiEyMhIhISFIS0vDF1984cFqydmyw2nnREQkU7IKO5s3b8aSJUvw7LPPIjc3F1OnTkVGRgYKCws7PH/Xrl2YNWsWtm/fjpycHMyYMQNz5sxBbm6uhyvvvRyzsdiyQ0REciWIoihKXYTDxIkTMX78eKxdu9Z5bPjw4Zg3bx6ysrI6dY+RI0di/vz5eO655zp1vsFggE6ng16vR0hISLfq7s2eePcQ/nOkFM/9aAQeujFJ6nKIiKiX6MrzWzYtO2azGTk5OUhPT29zPD09Hfv27evUPWw2G2praxEWFnbVc0wmEwwGQ5sXdV9LNxZbdoiISJ5kE3YqKythtVoRHR3d5nh0dDTKyso6dY+XXnoJRqMR99xzz1XPycrKgk6nc77i4+N7VHdvp+fUcyIikjnZhB2HH67CK4pip1bm3bRpE5YvX47NmzcjKirqquctW7YMer3e+bp06VKPa+7N2LJDRERyp5K6AIeIiAgolcp2rTgVFRXtWnt+aPPmzVi0aBHef/993HLLLdc8V6PRQKPR9Lhesqvh1HMiIpI52bTsqNVqpKSkIDs7u83x7OxsTJ48+arXbdq0CQ888ADeffddzJ49291lUis2mwhDoyPscOo5ERHJk2xadgAgMzMT999/P1JTU5GWloY333wThYWFWLx4MQB7F1RxcTE2bNgAwB50FixYgFdffRWTJk1ytgr5+/tDp9NJ9nX0FrWNFjjm8rFlh4iI5EpWYWf+/PmoqqrCihUrUFpaiuTkZGzfvh2JiYkAgNLS0jZr7rzxxhuwWCx4/PHH8fjjjzuPL1y4EOvXr/d0+b2OY42dALUSapVsGgmJiIjakNU6O1LgOjvdd6SoBnNX70WcTot9y26WuhwiIupFvHKdHfI+jsHJIezCIiIiGWPYoW7jtHMiIvIGDDvUbTVcUJCIiLwAww51m77ePkA5lNPOiYhIxhh2qNvYjUVERN6AYYe6jQOUiYjIGzDsULexZYeIiLwBww51GwcoExGRN2DYoW4zOFp2OECZiIhkjGGHus0xZofdWEREJGcMO9Rtjr2x2I1FRERyxrBD3dLYZEVjkw0AoGPLDhERyRjDDnWLY7yOQgCC1CqJqyEiIro6hh3qFn2rmVgKhSBxNURERFfHsEPdwmnnRETkLRh2qFscM7F0AZx2TkRE8sawQ93iXD2ZLTtERCRzDDvULTX1nHZORETegWGHusXAfbGIiMhLMOxQt3CAMhEReQuGHeoWPcMOERF5CYYd6hbnbCyGHSIikjmGHeqWGueYHU49JyIieWPYoW7hAGUiIvIWDDvULZx6TkRE3oJhh7rMZhO5qCAREXkNhh3qsjqzBTbR/ucQhh0iIpI5hh3qMn3zTCytnwJaP6XE1RAREV0bww51WUsXFmdiERGR/DHsUJdtP1oKAIjWaSWuhIiI6PoYdqhLTpQY8MaufADA49MHSlwNERHR9THsUKdZrDb85sMjsNpEzB4Vi/SRMVKXREREdF0MO9Rp6/ZewNFiPUK0Kjw/d4TU5RAREXUKww51SmFVPV7KPg0A+N3sEYgK5ngdIiLyDgw7dF2iKOKZrUfR2GTD5IHhuDu1n9QlERERdZrsws6aNWuQlJQErVaLlJQU7N69+5rn79y5EykpKdBqtRgwYABef/11D1Xae3yQU4Q95yqhUSmQdecoCIIgdUlERESdJquws3nzZixZsgTPPvsscnNzMXXqVGRkZKCwsLDD8wsKCnD77bdj6tSpyM3NxTPPPIOnnnoKH374oYcr912Xa01Y+elJAEDmrCFIDA+UuCIiIqKuEURRFKUuwmHixIkYP3481q5d6zw2fPhwzJs3D1lZWe3O/81vfoOPP/4YJ0+edB5bvHgxDh8+jP3793fqPQ0GA3Q6HfR6PUJCQnr+RTSz2kSU6htcdj93c/wU2EQRNtH+URSBl748jc+OlSG5bwi2PTYFKqWs8jEREfVSXXl+qzxU03WZzWbk5OTgt7/9bZvj6enp2LdvX4fX7N+/H+np6W2O3XrrrXj77bfR1NQEP7/2+zaZTCaYTCbn5waDwQXVt1dlNOHGP+9wy709TakQ8Kc7RzPoEBGRV5JN2KmsrITVakV0dHSb49HR0SgrK+vwmrKysg7Pt1gsqKysRGxsbLtrsrKy8MILL7iu8GvQqLwrHCgEAQrB/lEQAIVCgEoh4NFpA5DcVyd1eURERN0im7Dj8MPBr6IoXnNAbEfnd3TcYdmyZcjMzHR+bjAYEB8f391yryoqWIvTKzNcfl8iIiLqGtmEnYiICCiVynatOBUVFe1abxxiYmI6PF+lUiE8PLzDazQaDTQajWuKJiIiItmTTT+LWq1GSkoKsrOz2xzPzs7G5MmTO7wmLS2t3flffvklUlNTOxyvQ0RERL2PbMIOAGRmZuKtt97CO++8g5MnT2Lp0qUoLCzE4sWLAdi7oBYsWOA8f/Hixbh48SIyMzNx8uRJvPPOO3j77bfxq1/9SqovgYiIiGRGNt1YADB//nxUVVVhxYoVKC0tRXJyMrZv347ExEQAQGlpaZs1d5KSkrB9+3YsXboUf/vb3xAXF4fXXnsNd911l1RfAhEREcmMrNbZkYK71tkhIiIi9+nK81tW3VhERERErsawQ0RERD6NYYeIiIh8GsMOERER+TSGHSIiIvJpDDtERETk0xh2iIiIyKcx7BAREZFPY9ghIiIinyar7SKk4FhA2mAwSFwJERERdZbjud2ZjSB6fdipra0FAMTHx0tcCREREXVVbW0tdDrdNc/p9Xtj2Ww2lJSUIDg4GIIgXPNcg8GA+Ph4XLp0iftoeQi/557H77nn8XsuDX7fPc+V33NRFFFbW4u4uDgoFNceldPrW3YUCgX69evXpWtCQkL4H4aH8Xvuefyeex6/59Lg993zXPU9v16LjgMHKBMREZFPY9ghIiIin8aw0wUajQbPP/88NBqN1KX0Gvyeex6/557H77k0+H33PKm+571+gDIRERH5NrbsEBERkU9j2CEiIiKfxrBDREREPo1hh4iIiHwaw04nrVmzBklJSdBqtUhJScHu3bulLsmn7dq1C3PmzEFcXBwEQcC2bdukLsnnZWVl4YYbbkBwcDCioqIwb948nD59WuqyfNratWsxevRo5wJraWlp+Oyzz6Quq1fJysqCIAhYsmSJ1KX4tOXLl0MQhDavmJgYj70/w04nbN68GUuWLMGzzz6L3NxcTJ06FRkZGSgsLJS6NJ9lNBoxZswYrF69WupSeo2dO3fi8ccfx7fffovs7GxYLBakp6fDaDRKXZrP6tevH/70pz/h4MGDOHjwIGbOnIk77rgDx48fl7q0XuHAgQN48803MXr0aKlL6RVGjhyJ0tJS5+vo0aMee29OPe+EiRMnYvz48Vi7dq3z2PDhwzFv3jxkZWVJWFnvIAgCtm7dinnz5kldSq9y+fJlREVFYefOnZg2bZrU5fQaYWFh+Otf/4pFixZJXYpPq6urw/jx47FmzRqsXLkSY8eOxapVq6Quy2ctX74c27ZtQ15eniTvz5ad6zCbzcjJyUF6enqb4+np6di3b59EVRG5n16vB2B/+JL7Wa1WvPfeezAajUhLS5O6HJ/3+OOPY/bs2bjlllukLqXXOHv2LOLi4pCUlISf/OQnyM/P99h79/qNQK+nsrISVqsV0dHRbY5HR0ejrKxMoqqI3EsURWRmZuLGG29EcnKy1OX4tKNHjyItLQ2NjY0ICgrC1q1bMWLECKnL8mnvvfceDh06hAMHDkhdSq8xceJEbNiwAUOGDEF5eTlWrlyJyZMn4/jx4wgPD3f7+zPsdJIgCG0+F0Wx3TEiX/HEE0/gyJEj2LNnj9Sl+LyhQ4ciLy8PNTU1+PDDD7Fw4ULs3LmTgcdNLl26hF/84hf48ssvodVqpS6n18jIyHD+edSoUUhLS8PAgQPxj3/8A5mZmW5/f4ad64iIiIBSqWzXilNRUdGutYfIFzz55JP4+OOPsWvXLvTr10/qcnyeWq3GoEGDAACpqak4cOAAXn31VbzxxhsSV+abcnJyUFFRgZSUFOcxq9WKXbt2YfXq1TCZTFAqlRJW2DsEBgZi1KhROHv2rEfej2N2rkOtViMlJQXZ2dltjmdnZ2Py5MkSVUXkeqIo4oknnsCWLVvwzTffICkpSeqSeiVRFGEymaQuw2fdfPPNOHr0KPLy8pyv1NRU/PSnP0VeXh6DjoeYTCacPHkSsbGxHnk/tux0QmZmJu6//36kpqYiLS0Nb775JgoLC7F48WKpS/NZdXV1OHfunPPzgoIC5OXlISwsDAkJCRJW5rsef/xxvPvuu/joo48QHBzsbM3U6XTw9/eXuDrf9MwzzyAjIwPx8fGora3Fe++9h//+97/4/PPPpS7NZwUHB7cbhxYYGIjw8HCOT3OjX/3qV5gzZw4SEhJQUVGBlStXwmAwYOHChR55f4adTpg/fz6qqqqwYsUKlJaWIjk5Gdu3b0diYqLUpfmsgwcPYsaMGc7PHX26CxcuxPr16yWqyrc5llaYPn16m+Pr1q3DAw884PmCeoHy8nLcf//9KC0thU6nw+jRo/H5559j1qxZUpdG5FJFRUW49957UVlZicjISEyaNAnffvutx56jXGeHiIiIfBrH7BAREZFPY9ghIiIin8awQ0RERD6NYYeIiIh8GsMOERER+TSGHSIiIvJpDDtERETk0xh2iIiIyKcx7BAREZFPY9ghol7DYrFIXQIRSYBhh4h80oULFyAIAj744ANMmzYNGo0GW7dulbosIpIANwIlIp+Ul5cHAPjzn/+MP/7xj0hKSkJkZKS0RRGRJBh2iMgnHT58GIGBgXj//ffRv39/qcshIgmxG4uIfFJeXh7mzp3LoENEDDtE5JsOHz6M6dOnS10GEckAww4R+RyDwYALFy5g3LhxUpdCRDLAsENEPufw4cNQKBQYNWqU1KUQkQww7BCRzzl8+DCGDRsGrVYrdSlEJAOCKIqi1EUQERERuQtbdoiIiMinMewQERGRT2PYISIiIp/GsENEREQ+jWGHiIiIfBrDDhEREfk0hh0iIiLyaQw7RERE5NMYdoiIiMinMewQERGRT2PYISIiIp/GsENEREQ+7f8DP0S87WldO3EAAAAASUVORK5CYII=", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -164,8 +170,8 @@ "output_type": "stream", "text": [ "{'frames': 5, 'particles': 15625}\n", - "MDAnalysis: (7.632450833324886, 0.16515610292216557)\n", - "freud: (0.50654476666629, 0.0329262648249979)\n" + "MDAnalysis: (23.781038833333394, 0.11995469791153666)\n", + "freud: (0.4887482666666377, 0.0013666891242185804)\n" ] } ], @@ -177,7 +183,7 @@ "\n", "\n", "def system_size(trajectory_filename, **kwargs):\n", - " with gsd.hoomd.open(params[\"trajectory_filename\"], \"rb\") as trajectory:\n", + " with gsd.hoomd.open(params[\"trajectory_filename\"], \"r\") as trajectory:\n", " return {\n", " \"frames\": len(trajectory),\n", " \"particles\": len(trajectory[0].particles.position),\n", @@ -269,19 +275,17 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 6/6 [00:10<00:00, 1.79s/it]\n" + "100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 6/6 [00:25<00:00, 4.28s/it]\n" ] }, { "data": { - "image/png": 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\n", + "image/png": 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"text/plain": [ "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -299,9 +303,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "Speedup, parallel freud / serial freud: 4.158x\n", - "Speedup, parallel freud / MDAnalysis: 5.450x\n", - "Speedup, serial freud / MDAnalysis: 1.207x\n" + "Speedup, parallel freud / serial freud: 4.918x\n", + "Speedup, parallel freud / MDAnalysis: 16.929x\n", + "Speedup, serial freud / MDAnalysis: 3.311x\n" ] } ], @@ -334,7 +338,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.2" + "version": "3.10.13" } }, "nbformat": 4,