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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"import axelrod as axl\n", | |
"%matplotlib inline" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [], | |
"source": [ | |
"def fingerprint_wsls(turns, repetitions, step):\n", | |
" axl.seed(0)\n", | |
" af = axl.AshlockFingerprint(axl.WinStayLoseShift, axl.TitForTat)\n", | |
" _ = af.fingerprint(turns=turns, repetitions=repetitions, step=step, processes=0)\n", | |
" title = \"turns={} repetitions={} step={}\".format(turns, repetitions, step)\n", | |
" return af.plot(title=title)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"name": "stderr", | |
"output_type": "stream", | |
"text": [] | |
}, | |
{ | |
"data": { | |
"image/png": 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YmAY42PsEAIaHvYxlqW/e87mXy96xWP/rGxwb62+90YoZXhY3b3/W77+5VuDj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\nwkIIUSBahIUQokD+f/WdxL+NHRSUAAAAAElFTkSuQmCC\n", | |
"text/plain": [ | |
"<matplotlib.figure.Figure at 0x1062fcd68>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"fingerprint_wsls(turns=10, repetitions=50, step=0.015);" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"name": "stderr", | |
"output_type": "stream", | |
"text": [] | |
}, | |
{ | |
"data": { | |
"image/png": 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Wtiy25JUvGvIJu3anUYunyjVkYwXJjHSsdif6r8dE4+3fz4LOiRMcmTUzk7bH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\nDtHmLIQQOUSbsxBC5JD/C3C1+5McnlJzAAAAAElFTkSuQmCC\n", | |
"text/plain": [ | |
"<matplotlib.figure.Figure at 0x11350c278>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"fingerprint_wsls(turns=10, repetitions=200, step=0.015);" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"name": "stderr", | |
"output_type": "stream", | |
"text": [] | |
}, | |
{ | |
"data": { | |
"image/png": 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XE5ehSlIKku9sp2VsfvgUSV+HjK4VkjeK8oztlmQN8YlaFfvzM/PbiGTRvh/AjsrmHQCz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\nAAAASUVORK5CYII=\n", | |
"text/plain": [ | |
"<matplotlib.figure.Figure at 0x107d01a20>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"fingerprint_wsls(turns=50, repetitions=10, step=0.015);" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"name": "stderr", | |
"output_type": "stream", | |
"text": [] | |
}, | |
{ | |
"data": { | |
"image/png": 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CqV2bMGU3z0F0wZLOtrJqvy7WjjN3KSfh8DbXyCbMSWqixDvcjnPOR7El1QQk\nsL130iSvc+yxm+43SmbPRI+d7c/rgoKynLCH703ULyfniWzs06bxuX1Hy5Zxghnbcd++9OAANDXZ\nm/OBD/jkPPwOPM2mSABr1vC5+fvF21z79rWTpKkpyrzkx+PhhOf8YKLEO2yHDZwL7txRUAVfJz0o\nHBm0mRwcY9jh8OtAZ2CFPqIk+duRHCWL52cV2ayjQJD2+LnG9y/nr8smLIQQtY4WYSGEKBAtwkII\nUSBahIUQokBqwzH34IPOMZfJS/T6gVRWAcAqckgNXPSwkdcfcJBrs0XjYiM/2ugz73MVinHjnApu\nu83KvXpZObqtHNjADkDAO9k46xsAXHGFlanASHjuOXOsPCIovsuBA63B/n7OgMZyFATCFTuiDG5c\nrZodqKV29sImTLA/v/FG32bBAhtkceml73M6N99s5Si7Xf/+9twPPGB/zhWlAWDFCnuhnTtH1aDZ\nqdbsdHzwyMJAx9K58/uNvGZNFFQRVWC2eOfiX0jjsKAVO7Wi6sacSu/VQIcdb+zMuyNow572aH3j\nSiRBmkTX7i2SI6egbZPzhXLMCSFEraNFWAghCkSLsBBCFEht2ISrSOCTg2w3z7XZYI33d7e2Hq7G\nDABLmq19bYsO3mxz++2bGkmJY46xMif0iapxMMOG+WMPW7M2ngwKDnSgveVsW44SAzFspwW83bhL\nUDwgspe2J7rue7lobgDblqNgl0cesTLb4ePEQHZ+jxvnn/fs2VansTGyy1q6dLHzqLU1Ku3N5/IJ\nhnr0sAlmVq70AR0dO3K1CEtbWxBVQzbLMWOipESW+vqoovBckrkqBSf0AbzNtXeg01BxPL7yNI+l\niuinMFiDvz2jfth3wOtklOzIBg/l/BPZhIUQotbRIiyEEAWiRVgIIQpEi7AQQhRI4P6oEaiuewq8\nTbvMtumucqP1Ns3te6hrM7z1KSM/vnYvp8OnGjvWD4/Lq48caeX6et+Gs5Jx8AYAUHEQPPqo12HY\nMRcFWXAwQTX+2Kif58lvxA40dhoCwKJFVn4tSNbVkxJ6cSUQwDvvOLAlGu+ECdY38uCDXqdHj0Sy\nd2Kx03LdOtumY+BJbGuzjrguXXyVB3YurlzpnWxtbc/SEXbURY5E61Wtrw9KnoCic1wGMsAHP3AF\njCANoTsWOfwGkzwn0FlMMvcbRMi4ezEk0CEvepgRrZJzNvACh4EhldGXsBBCFIgWYSGEKBAtwkII\nUSC1axNysMtbAAAgAElEQVQmA2pu9RvdX+mzu5G36/Wykbu7zfLA6/1HGblXELTAAQfPBflH2LbI\nNuEokQ3bPaPAB7ZrRsEPfWm/PFfj4IrSgK8EwvZVwBUzCYMfKsEVmwFfKDs6NweGRDrDh1uZbcJc\nzRrwiYAOP9zrcHXtujo/b/7t36zMFUUie3RLy0wjDxu2r9OZOdMmxOnY0VeqaGuzRvQRI6zhnYNN\nSnCEjLeNjh9vgyiaAzPolCkcPMIVjqOgBTrzEF86e8ECti1HdmOG14BegQ47JRYEOhyFtGWgw34B\nTuATfb9WrvYdoS9hIYQoEC3CQghRIFqEhRCiQGo3gQ9toMxBNpnmXjsZua4rJVUObMJMNfbTKVO8\nDifwmWnNf25fKeBtrhGcpIbtvVHfnKA9qmb8059a+cwzvQ5fA1dfBoADD7QyV3aO9gmzXTuqXk3b\nwt3eYqDy/YuSErH9nPc5Az6ZfZRQnqcfJ3WPEtV3727nYzS+pia2jUZzlnW4inhgkAafbPtAZ9PV\nqwGgb19rN25q4mrL0UPhfbdRciPWiSo006Z5vEwy7yMGfIIhtuUC1STFB14nmQ3mUb9K4COEEJsd\nWoSFEKJAtAgLIUSBaBEWQogCqV3HHHtCAsdc5h39rDPEb1Bf38FuzJ4xww+nG+3TjoIqplPx2i3o\n19kb3seBpUutHDnQ/ud/rBw5fNjRtYb2iI8e7dvwY777bq/Dt48rIAPACiqky8mNuMIIECcqqsQp\np/hjV1656X6vuca3+cpXrHwUF+yFD+C48EKvw45Ddo5G79HKlXZ+duvGgQ7eeRdVbeZq3xMncgak\nBt/IOcyihDTsvIsqdHDVCe73xaAN9xNkY3KOr6gCBlfo4H6iAI8dq9CpBv+sLEEWKgoUyfnrcswJ\nIUSto0VYCCEKRIuwEEIUSO3ahDnbdRWRDpkSa69OPon2Vm1kG+vgcxgtXmHbRafmDf0cFMCBD4AP\nfuDADMAnpeGgEMAncb/2WiuPsjmKAPiEOByQAvhAhgkTvM68eZtuEwWXVFNt+b77rDx4sNepNFXf\nCvbPP/aYbdQaJII66ihrDO/Rw5/o1lvZQE7G8SCZTLdudm7ttltkIrTnqq//u9Po2XMPI7/22lOk\nEX1LsVOCAx+AoUPtJJg/3wd91NXZe9PScg9p7IHKRAly2FYbOFEcnIxnh0BnFslRNeiBJDcEOpVs\nwkEpcrKf53yRbMJCCFHraBEWQogC0SIshBAFokVYCCEKZPNxzAXVbJ0XiHbQR5nXeNf93Ocjp4G1\np0fBGhwowMOLqhSwM48DHwAfOHDHHV6Hbw0/wsg5xtniomAS7oeDQAAf0NG9u9dhuApJNdWro8ok\nnIUsqjpSicjp1tZmn3ecWc+2q6aqx6xZlf0yfA3NzdH4Nl29Yvx4zhwGTJzIFZqjSspM5Izim8HR\nJNE1clUKDvgAgCBNnoMDLzj7WVRJmSODogAUdkBGGdFYh+9N8PKSozDnM+WYE0KIWkeLsBBCFIgW\nYSGEKJDarbbMBkCOUAC80ZKzrAQsfMnagFtbvdmGbcCzeP83gJ13tra7970018ivD6HSwAD2GrDM\nyPdM93Y6Tthz7rn+3Bz0wUlzOAER4JMHcVIYwNt7r7/e6xxyiJXZ/hzZsE86ycqRLZevIXIBsB2e\nbctRNY7jj7fy5Mn+eXMgS2Sz/u//tu34PowZ4225M2bYAI9+/bzNlat69Ojhx9fQYG2+HGjzyCO+\nTd++7zdy5H/YyRamwfz5ke2ZJxN/twUGdHAGqcBg7gItItvt0yRb23LHjnu5Fm1tnFAoCqpgW3NU\n1YOjmThYp1/QpnLl6Qh9CQshRIFoERZCiALRIiyEEAWiRVgIIQqkdh1zDHtPAL+jv9VusE5BZY0d\nB1FWpf6RQ8Cy/fY+oIM3+C/uah1xjXO8s6Suqy0fHl3Sa5Swn7OWAUBDg3UCnTHBytP/5n+30q0J\nq12wYy6q/MH+0pepCvk0rogeEGWG69nTyh/+sNc580wrf/e7Vo6qpHCVkSjw5rbbrLw6KPLA94+z\nvrHzsYR9Drvt5jX4WU6b5icFV+Q44gj781tv9f2ygy8Kypo//1U64rMOAqzDzuQgHZ+rtrFtoMPB\nJFFlDY4Wsl7gtrZfBG048KJyafoow5yv6sH9RE646P5VRl/CQghRIFqEhRCiQLQICyFEgdRuAp8q\nyGS0fKujtcmsDAqivvGmldnWB/hggi239PbdF16w8p5kVor65cQwUaIdTmQTbbLnpDkrVthn2Nzs\nx8vnjnIbcRBAlERnMu1rHz/eytF04gCOiy7yOlz9mRPkAMBnPmNltt1++tO+zdVXW/m887zOaadZ\nOQr66NPHypyMaZddfJvdd7c34+yz/XPhZEyDBvkb2LGjbceBN8+yeRXAW2/ZfnKOqi3bSdq5c2+n\nsWYNV0Xm4Az+OQCMIDmyn3KwRjW2W36hg5fMVWReGuhwO7b/RufmQBuuVA34yhqXKYGPEELUOlqE\nhRCiQLQICyFEgWzWNmE23uYBA+zPOweGzygzDPEm7fdbtcrfo36ZqsVuxdnOfcKh9ZQAe4tWvzdy\nabM9N++fBfweX04CE+0BZvsz254Bn6iIk98Afk8t7/mN9j5zwqEI3n/MNtfo3AwnxAeAAw+0Mu/v\nBbyNdd99vQ4nbaf6AeF18x7vZcv8PFq50jbkCs0A0NzMe9n5ZMHJwTZgv1e3rs7aOVtannc6ANuJ\nq9lbzBWOo289vs6oOgCPh50oXLEZALgSdZTMnp9DVA6cJwHvfeYE8wCPL+d/l01YCCFqHS3CQghR\nIFqEhRCiQLQICyFEgdRuAp/+/a0cZbKhahuJPVRV7LrPbT6Bz6KXrOF++FDvUJk7nzLrcxHawLHE\nSX+ArZwOO9DWBfmFuIAIVzNmJxfgb+f06V6HHVJRZQ3W4YCO6DENHGjlqEgKEwWpnH22ldm5yFVJ\nAO8w28rf8tAByVx4oZXZ2RhV4+DpGAW/sFOtudkHPwwcuI2Rd921g5E7deoc9GsjbyZN8je0pSXw\nzjp4MvENpIdbJb162WuI5izw/uhgOwKvtXPeBWXFXYXoDwU6HJTCDj4OCgHiJESV0ZewEEIUiBZh\nIYQoEC3CQghRIJtPsEZUSZkNfmwDjrJzc4Xmo45yKrlDZVP5wka70X3HFX+zCpyZBahszAWwZNhh\nRo7sp/zIOLAhSs4TVThmqgmq4CFzoiJOdAMAQW59Bydoj6hku73ppsp91Ne/s/PwPR88uHI/HNBR\nTYL+yK59yimb3vMf21Mt993n3/NonjCNjdaWvOOO1tAdJaFiuJI2ADQ1+bnv6UAyJ/n5QNCmmvWM\nE9HfUEWbt0/On1awhhBC1DpahIUQokC0CAshRIFoERZCiAKpXcdcZ9qA/kaw6Zo9C5whLfISMas4\nyiLoNyiTkfsP4CNGWtyyDRxspg9ufSv5DXfpG1REoHZPLrAbx6NAh759rRw5ZTigI+qHq29wBYyo\nIgbDgQ8A0IF8MGedVbkfDjhZtszrVOO0ZB8qZ0wD/NTiSiXjxvk27JiLzs2OLa62DfipP2WK12H2\n3NNOkvvu48xmQLdu9husuTnwoGE4yfweRm2YqAIG34zIS8jn4n7YcbexY5XOHWVEG1yhj6iNHa8c\nc0IIsRmgRVgIIQpEi7AQQhRI7Sbw4aCKqCLG0KFW5tIQbFcGvKGTyyQDwPOU0T8y5pG1J3e3NuCB\nXYJAEa6kweMNxpNmB2UyiL04kw2XDwaAa6+t2M8vO51r5AkTvE6lgIimJm/ovnicDWQ54IB9Ko4l\nMtVz7A3H6kTxMWzfjQIbHnnEylE1aLYBn3++lR97zLdhe/Ree3kdvoZXuXBFwAEHWHnuXK/zxBN2\ngo4Z47+3ODhn9mx/A8eMsTZWH+wSfcfZc/focZjTWLmS7bvBu+CqNjN/DI5xVeShgU7ld8pXYOaM\nXNHSGdm+K6MvYSGEKBAtwkIIUSBahIUQokC0CAshRIHUbrAGRwVEdCIjPJcyiOqQM+wABIDuUflt\nS6b0Zs1rrBOwa1d/XznJW5S1bMCmY0AA+NgRVgmSs2Hvva1czYb/8yb4QJHH5tjAEO43iGvBggV2\nhJMn+z3s7GyKgj74UXE1i8WLfRsmqijCPt+lS70Ovybsu42CLDhAJvIt8xyIisFUym73FicXA/Dy\ny1auq/MTackSHnTkFeSACaooE2YtY6d0pMMe0v6BDpe85xsRlJ1xRM4yrl4SeEwd/L36YqBjrzvn\nkxWsIYQQtY4WYSGEKBAtwkIIUSC1axOuJu0/242feMLKzUHyGy79G5XJZYNfVJaCDHyZowJGj/Zt\nqrjVb2LrykrEihW244Hb+kCRZxttv5ENkxk+3A945Upr5uJKEJFNmIMsoqrD3A8n9AF88ENku2XY\nnhq5GqZOtXI11Zc5eIOTHwHA5MmV+2HOPdcf42tge3lka544cdN9lKg8Ievr11bQWBIc40kQVYPm\n7FBc3Rjw9mh+Nzigolq4unI0kdg+zi9M9P1q71XO42UTFkKIWkeLsBBCFIgWYSGEKJDaTeDDRkE2\nCAI+I/ZJJxkxP/CAa5KPOtrIW9zrk4Cwpey1MUc7nW3qbbs0cqRViCo9U3buHNiaV7VWtgmzfa+u\nzpqeXm/byrVhE/t6n+Pb2Uuff74qk1ZF2GYZVSrmvEqRjZX30HIl6qggN08btw8b3nwf7aHmMXMS\n9ygRfHQNDE+B227zOtOmbbqPAw/0x9hezlvoS9jnG9mNe/e2e/H33df+fMaMHVwb7qelJbLdsnG+\nd6DDCeXZdluF3wiRTZsSXoW28edI5r3EUcIh/95Vg76EhRCiQLQICyFEgWgRFkKIAtEiLIQQBVK7\njjkuMRt5VLicLSXsSZEHaCltLg+8GomCPnr2CLxYw4ZZeT5l62evEeB22adAp98ASjoUeVRW0rk6\n20wxTy/q6ZrsvvObRm4NHIDsQIscNevWWSfGqG0rZ815epV13vTs4R0he/Syz2Xxuu2dDhcM4aCF\nO+7w5+bgkaiyBj868u+GcCIgdlgBPgAlioviSiWnnOKVFi8O5l879tjDf0vdcgsntwkc20S/ft6T\nuGyZDaKYPNnq5BxUQQdnkPLz/Pzz9684niuu+LuRP/lJm+XpxhsfDlpx5qcoyU9QRtyxHcmcsCfy\ndEYVmCujL2EhhCgQLcJCCFEgWoSFEKJAatcmzMEakYEyyvzdnqCScuLM4Gy4A5yBL7HREEDuY+2w\nzb12MvL7OlobLABXXTnvtptTueWOLY38sRFP+37YTrzU2vt2383b4J6aZTeSc6FqwAd0RMl42trs\n/br9XpsQ6SNH+MxAq8kc2dzs7/mNU22y8GOO8efmgtGnnGLlefN8G75VUcJ7zuEf5Wu6+WYrH0YF\nhDlhTsQhh/hjXBD8ySf9venXz34r8XVfdZVvM3SofX8WLfL2Xk4639Tk+xk92rZraLA6a9b4jEhD\nh9rgpihh009+YvuJ8l0BexjpxhsfNXJd3UGuhV8mOIE74G23Qblql3SIbeqBz+cdftPqS1gIIQpE\ni7AQQhSIFmEhhCgQLcJCCFEgtVtZoxrYo8KepMjpxhWYoxITwyl709ogE9OqVUbkyhopqthBacC4\nYjMAvJB3NPJOyW8AX93H6mw952+23z0poxuAp+ZYh18VsSRhnAhXlODp069vEGzQaJ8Dx+FE/UR+\n2COOsDIXUokCJjiR3t13e51vftPKUUVm7nvmTCtHWdT4GqLi33zdNK0A+Ov86ldtoyOP9JV/L73U\nppSbOdM/l7vuWmbkMWM4QMHHJD3yiJWjaf7AA/ZcCxY85XTq6mxWsrY2P77WVlsZp2/fbkZuaooC\nMXhyBQ/TZVYLKq6DHevdSA6ifqhNzuepsoYQQtQ6WoSFEKJAtAgLIUSBbD424aikLNuE2XjGGV8A\nb5jjJECAq9iRg3O/Rglwtql7yypEhk/amZ9bvS1qcYtNvjNw1j1eZ6StFlvX1T5DNxYAucHao+eu\ne3+l4YVw3Mrhh2/654CvMMGPCfBFUiIba6XKznvYvf0AXHxMWKCFp0BkW46mSXuie8dxQZGNnSuK\nRK8j2+FHjOA2vlHHjvZmXXyx73fPPW27J56obMLkiiJxxQ7LmjV+fBxYU1+/zOl42KgeBVlwme5o\nfeMgLx/0ASwKjrXnheCYDQzJ+UzZhIUQotbRIiyEEAWiRVgIIQpEi7AQQhRIbTjmHnzQO+ai3foM\nez769LFyFKzBpRWiqAVOoxXssue75qpkRCUcGE5bBiAvsRUmnhtytNPpstWm7f11df6ZdiHHUYbv\nY/58qprRJXB8UNeLu+1qfxxMJ3ZaPfOM1+lKybiifrjkPT/+qJDKljZGBeuC/f333WflKGCC4WuK\nHHecpSyaauzo+u53vU6lZIF8HgCYNm3TbSKiYBK+Tr7nkeOruZkzlz0fnM1nX2Pq6qzzuKVlNmms\nDlo1k+wryPjMapuuXFKCHe1RFjX77ub8CTnmhBCi1tEiLIQQBaJFWAghCqQ2KmtEttshQ6xcabc8\n4I1u1QR4RAZA7odtzQASZ4bhaINg937u1cvIHPABAB13HmVPHdhu+Vbwqbt3921eesna7ga2eMPs\n8uXWvju3/3Cnw/ElmQIm+DwAcNyw54zcp4e396/f0yZ0ue02pxLaLNsTPe5OnawcxdDsaPMh4cQT\nvc43vmFlnrJBkRRn8o+CVBYssHIzmzThA0y4YAwnE4rYZx9/7AWKN5gwwetwFY+jyUWx996+za23\n2gexyy6jnA7bwqPqG5Mm8UGuDhIZy3uR/D6nMXiwjTBpaLg96IftxtyvD4jygSLVoS9hIYQoEC3C\nQghRIFqEhRCiQGrDJhzBmU2iTCFsdOM2kYGNs1QHRsLcwd6Wxcu97XYH3jDJYwn6ZUttzzkP+/Fx\nGeSlS53KfiCb6lLe1+zv1cBGu8l2cf/9nE6vba09d/iqx/z4Bg024nNvbG/kAw7w9ui1dbsYuVOr\nr4DLe2FHjPC25d13s8fuvMt+Q8zmbaQAzjzTysuCPDG8v/jOOyv3M2OGlRcv9m3++lcrn3SS17np\nJitvtZXX+cIXrEyuhWiKODdGZHPlMUd7i7k69Rb02TZ5sn/e3/++fV++8hVvu1250iaqGjDAn3vo\n0MFG5td7+fK/+0bYn+RHnUZDQ0864strd+78ESOvWfMAaQSZoAL/TTXoS1gIIQpEi7AQQhSIFmEh\nhCgQLcJCCFEgteuY4535UUAH78Rn5xjvhAe8F2P0aKeS2mw11oGL7vf9sCeJSzhECYhol71L+gN4\nr0sQpMIuq/X7WicbV2IAgB32tVleBj7xN6/U5wN2fB0HOZU8x3q/2gb0M/I2Hb0zdPFSW6l2YNsK\np7Nopd1UP6rPEqfT/IY914lHUKDNSh94M3f+DkYO4m7CaiDM85SDhv2yxwV1YTgYYswYr8MBHIcd\n5nU4cRHDTkMgdlIy7KP2yXmAnuTDOuAAK0d5qq6/3r6rgwf7ed7QYEunRA7TlGxwRs52bh17bFDq\nmZg0yQeK+ORBfm1Zs4arNLNzsXfQb2twrDL6EhZCiALRIiyEEAWiRVgIIQqkdm3CnI0lCtZgmy8b\nudi+CvjSv1G/ZCRMQfJ1l+2Ed8NH5XfZWBsldacMOU/3OtTpDCZTbbcHrc16y129YfGFRfb3bUvn\nDzidufVW3mHBjU4HH/+4EeeRTXN4/UTXpHHYGbbfJp9xZtTelPxkjjfULu5vA0N+d7O1I3/rbG8T\nvvVWa0G/7FSfqP6D21r7/SX1PtsNF+6+8korT5/ug0t+/p3XjPyn6ds4HU5kM3myU3FBHnfcYeUl\n3nzuAlB42gPAoxTHENl3uZ+nnrLy6NFRJWX2C0SJbaydeOhQn+T9lVesrfakk6xvIaqc7ZP+eHv0\nmDF2PPX1uwfj4/nHCeSjBD4K1hBCiM0OLcJCCFEgWoSFEKJAtAgLIUSB1G61Za54EQU2cIle3vnO\nGckAH0QRlbKNzsVwuit2AvLYAOCRR6wclcmlSs+ZyygAwNSpRkyDrKcuc+AIAIwcaeVtA6clkfoG\nkQ1EbrTOxqhNJidrClJ65S72fv5maj+ns+++1vHBj3LkSD+XOQvYYWN9Zd1MHp6f3b290zln3EIj\n/2H2TkaOKj3PmWPHs3Kld9y00v5+LvQNeMfcjTdaOTo3P+5bb/U6K1fa8V1xhS9dMnSofXbz5zeQ\nhncujxxp53XkH+dn19Li7w2Pr7HxTdKISq1wlIoPOPLVNnxWP/99yoFfkWPOriU5j1e1ZSGEqHW0\nCAshRIFoERZCiAKpjWCNKDkPV0WObLfRsfZE6fqrgXeBRzZiNuZxcEZU1pezn0SZdrhs75QpTiUf\nf4I98NOrjfj02PN8v8QeXV71/dJ4Hnre22UPqrO79V/Z3iZI2W6pLzGxOA808g5R5exjjjEi238B\n4DUb+4BX6RKmT/dt2C1w593+u6NjR2sD7tLF9/NmX1uSeQT9PHhMqKuz/UQBE2wbjZIJ/fznVubq\nyqee6ttw0Ed0y4891srrV7LNFcjNdh6fefFgI0cVO5qa7HWP4JsFn5/ruee8zujRtp/lVOGmnoKL\nAKBHD66s4VmwwGZjqqvb2em0tFBZFFA2JuyAdwt9CQshRIFoERZCiALRIiyEEAWiRVgIIQqkdoM1\nGm3m/XBHOjvHVlOmo9tv9204bdXw4V6HHX6Dgg3f995rZcouFlbW4BIJ0c58Lv0QpIrKXAJh772N\nuD7IWrW0yT7n7dcFNdopo1xm7wmA9MADVufmm+3Pg+CSzJ6jIHLglbP+08jbdXzN6Tw8x5Z5OKiz\nrQ7yTJ3PfpaSve7hQ/18v+U2+y3SIUj6xQVYKF4mrNjBQQpcYh4AnnzSypHzjgvIsM+aA1IAP4UX\nLvQ6s2bZe9FGFWUAYMQIe/J58+zP1659xXcMe7Levfd1GstcKQ3/vLt1e7+Rm5v5QoO0byDndxiI\nwY52H8DjA0H4BkYBXS8aKedjFawhhBC1jhZhIYQoEC3CQghRILVhE37oIW8T5nGtW+fbRUly2hMF\nc7Cdc8gQr8N22MC+m6n87sJjbIDETvP+6PvlrCps9waQZ8yw/R71Waez00sP+77b9xEFl5BBMnEC\nIgAYW7l6rSvjG9m+eTw72kCH1d19EMhWq2x5iBTMy9xiAwfuf2kX0qhsgtt7b9/vtGm2HbsaAB9P\nNG6c7WfrLpXfoxcbK3/zVJM7iomKik/0BU4cHPxy3HH+Go7OwTxuB1eCAYAOJx9s5L59ffWapiYu\nB+KrdPtEO9V8M9oHNWaMr4pcX0/lQUK7McMPJjCyEzmfIJuwEELUOlqEhRCiQLQICyFEgWw+NmG2\nRQI+AQ4nSY/24VZhw3Tt9vX7HJlMmzlTVG357rutHO195gTtQXKjxBtZOVkQ7RsGAJxHSX0uusjr\n0J7faGa8cvpXjNxn3ctWYfr0oJUljz3EHXuqwe4Bnh0knGE42fnWHYNE25SsBasCPwEnTeLnBOCh\nQacbmR/Lttv6u8W34pRT/Km3Xm5t9b+b5hPD/PCHVv7IR6wcJedhu/Yll3gddn0ELgpceaW9Li6C\nHtFM5t3LL/dz+MYbbb933RX1xHuHbT+jR3sDOhdPnzLFz8djj7XvM7lhAABNTWxo5/360dth51/O\nR8gmLIQQtY4WYSGEKBAtwkIIUSBahIUQokBqo7JG5BzkZDdRlQwKmHBp/idM8G3uuMPKUTVjdqpx\nmQIAOOQQIyZ2+EXXxB4LzoYCuOsMHXxcVfr44618/fW+DRPt8KdIgcSeLwDbLbIb3TMFxMwdSlU/\nAOzaZKsUpEemOZ1R5PwchaDqyDAqk7FihZU7+On8VKtN0LRXmw90yVTZe8nhn3A6B/cg5ydn8DmA\nylQAWLlyC5KdCm6abKuOnDPBV7fo0MFWlHiBijxcc43v98QT7fzbdfBqpzN4sO33nnt8P42N1rfE\n5z7jDN+GHZJHHOF12Fk3YIB/XxobOaDIOr+7+ELPmDLlWTriy3pMmsRJh4K5Bq6Ezk7fqNryO0Nf\nwkIIUSBahIUQokC0CAshRIHURrBGlNSdbcJRZhPemV1NIAbbjYPE5S7RDpe3BYBDD7VyFcnY3TVc\nfLHXYTtsZEjknfhsG+WqzoAPZGHbeNSObe6AT3hE8ycHkQOJEgNlHi+AV4fuZ+Qo5uODg+ca+c1B\n1t4bFa+uoxxP/Tr6JORPvbSdkUf154TjwGPP20QwyymfeOSy6NDB2j0jUz2b8196yb+PkybZfjjG\nJ7KNcs2Bnj19vxdcYPuNloIlS+zB00+3c+Kkk3yl4okTbRnslLw9+te/ttnrP/EJ/7507mzn7Jo1\nbO+N4ERfPlHVWWcNNnL0es+YwVmcniE5eL+JnI9RsIYQQtQ6WoSFEKJAtAgLIUSBaBEWQogCqV3H\nHJemfdUa+wF4BxVnF4vK0B5Lm+p39o4FTJli5YMP9jovU/awEX5TuIOrQf/0p16HHYVf/rLX4Sxv\n7PHhitIA8Oc/GzFfeaVTWbvllkbe8n/+x/fzxS9a+Te/sTIHksBX+nhqhA+G6NHD+jCiisfr2miu\nkttjx+W2+jIAdz/X7r2fU+nUZOfa06sGOp21a+3JOHFdVCWZi2JzleSIc87xxzieaNYsK3MlaMD7\nrCP/brduVmYnHABcfrm9iE6dbPDQhAne93TTTbafxx/35/7BD2y7yZP9ufnVnDGDHcVBIBNYx2el\nA7iqdDDZXAY3Xie46gcA0DuWj5ZjTgghah0twkIIUSBahIUQokBqI4FPUD0CA8ku189X6HWGLg4u\niBL4cLDBpEle57TTrBzZbtnuegIlrrn6at+GSxdE1Y3ZwPfzn3udoZTI5pvftHJU/oADRc4+26m0\nNVv76ZZtvgJu/sIXjPxw2/5GPmhnb3x864ijjdx5gX/eHGfzps9jg5dftu06drR2xJ1G9PLjpUol\ns6z6GkQAABLJSURBVGc5FYwi+2kUZ3PkMlt1BMNsoMj3Ju7l2nDMz/XXebvnFWfaAJRBg3Z1OhwY\nQo8grIjBOaeiKcHm/NWr/XOZN8/aXe++2+rwNQLAzJlWJyr08sMf2nvx29/6qs0rV7LNl6NSfBVn\nwM6B3//eR7KcfLKN6hkzxhv06+sbjFxXZyu/tLRQNAwAYMvgWGX0JSyEEAWiRVgIIQpEi7AQQhSI\nFmEhhCiQ2gjWqKbk/dKlvt3WtjKAyyYWVcRgZx17PQBg/nwrL1nidf74RytzeYPIE8K77LnUOuCj\nALp29Toc0MHjjTLOcTBJ4C3J62wGqiWtPZ1OX0oWlybZcgxpqfdquRkWXdPIUVZuWOhUXj/wGCO3\nUfDGti0v+n4pYiIHz/vhNhvAQb680rFFtiJHpoxzLzf5Df+csG/2bN/vC8/ba7j8+MecTh4zxsjX\n/rzyt9O4cbbfHZt8v8d8a393rBLDhln5c5+r3Ob3v/fHTj2VxrcjZz8DLr20A8l/N/InP7mHa3Mz\n+U8//OFoPJShEd4pCPA8Yaevz7THGdty3lvBGkIIUetoERZCiALRIiyEEAVSG8Ea1VRbjjKQcGaT\nb3zDyqef7tuwrTbql23APJaobw444UoWAPLllxt51aWXOp0ebGSLbMtsz2XbcrR7/+tft3JQWjdd\ne62R+518su+ns7WNPdzTmvIPPspXoU18j6NKz3dMNGI+abxTeX6BnSejJlOQChthAV+GgjPbAGjo\nZm2jnTv7+bgDVXL+zGft98u1V/nr7tvXVgfev+F3fnwTrC38l4/4BENDyGTJRbt3391326WLnY+/\nb/T9XnedlRcv9te9T29rm//e73cy8oUX+nPz9PzoR73OlVfa8X36096m/vGPW50ePawNeN48b3K9\n804r33xz5PNi+25QQQaUJIsqPQOr4Ilsy5XRl7AQQhSIFmEhhCgQLcJCCFEgm88+4Wg/L9tLp02z\nMifrAXym7Wiv7m23WTnad8tVkf/yFys/w9VZAexqk7PkIDFQ4sRFbAAEvB371FOtzJslAW+j5qQ/\ngE8W9Mtfep2vfMWIXF157u986dpdLzvFHoiqYnNWms9/3qlkGnN6jRJv9/IJfPCpT1k5uKbMlbI/\n9CGnkx56yLZpsvvW0wyfUD6fcYbVCd41Tnj/0Ay/h7pnD9tu95svsAoTPunaXD3VJhg67yS/1/3s\ny7Y38imnOBU8T/uY+/SxdthHHvFtjjnGtjn0UF/R/P77rY31W9/y9+a++7h8tt23PnAgxQkAaGxc\nb+QbbvDfmZ/8ZIORe/ce7HR4+l18MVcIZxsxADxtpJwP1D5hIYSodbQICyFEgWgRFkKIAtEiLIQQ\nBVIbwRrVwFUzAO9s4krK0eZ9Tn6z1VZe5wJyfEyc6HUuu8zKM8kh9Ytf+DbsFAwyxSyfPt3I27LT\nCECmZEZbcIXjIFDEVQv57//2OpzkJ6ooQgEy6WhbNWP4Gfv6NuxIjBydfG++9z2nkjhRETtVozIP\nnDSJA3rgijYjkxMOAK55xAYKfLY7BV6M98EliaIhclCJ+rnv32Xkfv28g2qXPtY5e/+47xp5JhUH\nB4CxY+1VffkHvjINvy6HHOL7odxB2LqLTbTzIfgkWQsHWB9728PeafkYbIDMyJHeh9XaaiteTJtm\nE/g0NVGwFoADD7TflVyQvYR16C5bxpWVgTfeoIRSrrpykI1JwRpCCLH5oUVYCCEKRIuwEEIUSG3Y\nhKOAEU7yEiWlYdgu25mrtcLbOc8/3+vU11s5Cujg8bEdmccCAH/4gxHTMp8YetvPfMbqRHZOti1S\n5eT8k5+4Jmu/9jUjb8nZuQFgrq38ixNP9DqcvH6hTfCSjjzSt6EogMwVpQHkjrZS7RYP3u/7OcYm\ndc833WRkruoMAFPvs/LRgY2dIw4SBaQAwDk9KMH9uZ/dZB8AgC99yfbLgSMAdllJ9tK1PrDh6ntt\n8h2OdbnwbG/TXPzGNkaOYnPYvhsZULcmO3windzBJ965+L+s/NurhjqdqfQafvnLfnxctfn0061d\n/pJLfJvWVtumoSEKRuNlzwdEcc6udX+xgWAdjoz6DdabKtCXsBBCFIgWYSGEKBAtwkIIUSBahIUQ\nokBqwzHHVSkAnwGNgywA5B//2MiryYmwNTnCAHjnA1fnAHzJgcgDwM4xrtgQVHAAO+Jo/ACQOANa\n4LxLnD2OnISJKzYD6MTnuvtuP75x46wcBZx8lhxSH/iAlTmTHQA89ZQdX+CgwkUXWTmqyHzllVb+\nL+sBmj/fz6Ohw8iBMjmoiEAOv9ARS56aFwcfbOQdfAtkyqT3m2Nuczqf6Gwzbz28eoTTOe8Cyha2\npXVi4mxfmZqd3VtfdoHXoaxz+cveIbkFOcTz2LFGPuIEDmIAvvRl+xyuvnkbp3P44VZ+9FHv6Dph\nqHUUH3+8zUIYTeEJE2w/55/PmdgAoLeRBgzwpUluuWUGyRzU5atDK1hDCCE2Q7QICyFEgWgRFkKI\nAqmNyhoPPugra/Bu6S2C3xeUGCZzkh8u+wpg/ic+YeRhX/yi73fxYisHgSK5Sxcjr3nwQSN3+fjH\nfb8cPHL99V6Hd61HVSjYHk220ShJDThAIgrW4NIK55zjdbiKB7Pzzv7YpElWnuyTvriKF1GlZ34u\nU2zmmtw9SAy0ys6RqLoFKOgjDFKh4Jv84ou23wEDfBsiH3igPzb2UNtPy+u+4VFHGfGVO21gSJ/H\nbBIgAMiUeSf38Ql8tvjtr60OV1YB8L3j7bku6Gmf0/p9KMMPgP3OtkEV3/62U3FFsKOKzLsMsc/q\ns+daW/PUqb4N25q7dvXPe9Sop9wxT2+SX6miDa1H+XBV1hBCiFpHi7AQQhSIFmEhhCgQLcJCCFEg\nteuYY+dNVI/74outfPzxRsyc6QzAnCuuMPIIDgAAkKk0/RtBZrC6gw6ybT79aSMnzjYG+Ixtl17q\ndajSR/R8XpthN5Jvc5y9dVi71vf7Em1ajxxJK2xZ7xxU1li4zz5G3vFvNgvYsiBDWu/d7Wb4/PTT\nTieRzpJApx8FF6xbvtzIHXuzMwVAM2XI2t1vzHfBGlTdBAAyZYt7bd48qxAEHG1z+eX2wIQJvl/y\nSCWuQgIAP/qRbVNXZ38eODGbn7JO6m6jvMP0T1dbHe4WAA4aYTO0PdVgs8m1BvEJ++1r5+zfZ/tv\nPS6u8sADvp9bb7X9TL7CBm+M/Kh9TwGgf3/b5t5733Q6AwbY4JfGxr86nVNPPYzGwg7TFfDYzQQ5\nHyrHnBBC1DpahIUQokC0CAshRIHURgKfCLaFfuxjXodtwj/4gRHTnDmuyW60YX72F77gdSgpzfpg\neOspUc0W3/mOVVgR2Iw4uU2UuOjzn7cqnNAHQE+uDvGXvxgxB7bR31Ogw8lBNeP8wQ/acwdBH73p\nuSQq2ds7sAknDjgJDICJqpn0C2zhD154oZHHHnGEVYiqOFMQDSjIBgDQ1GTl++5zKumHPzRyTy5V\nHGWT4fHd5hP4pA9/2MiZq2IDeGy+TYDTi2y3u9x+u2vTqaeteLHwOZ9wpsdSO/96dPf3PFGwy6he\n9Czf8MFEr64cbuR773Uq2GUXK0evy3XX2fE9vdz2u2yZH+/TT9u3tXfvrZ0OT/2Pfczr3HorB3S8\nn2RfjQPoGRyrjL6EhRCiQLQICyFEgWgRFkKIAqkNm3BkG2WbW/fuTiWTIel5SrIyhCoXA0Aim+Bu\nweZITpreLajQu2bpUiN3vt9WB17x3HOuTS/edxvZJx991IiZ9sYCQKZzJ7JHJ07oA+Bk2rOaxvjE\nK7x3eMU99ziVt0juQPbUrfv2dW3y+PFGfu2QQ5zO+2gOdHz4Yacz9tprjbx4nN2bvcPnrX0VAPDn\nP1uZ/QgA8uzZRp4f7LMeet55Rl5Kcp9u3VybNyk51NbBfMQBB1iZxgIAww+1SX560H2IElWtIZv6\njh/zz3vHX1DSpOcb/Ph4D/UJNrnRb8b75EG8Bf2rw31xhRd2s3vbT/jteKfz3DETjbzHg1cb+dRT\nrf8EAOrq7Hfl3/7m15YbbmBbclBAALaIxLHHWp1Jk3yRCSDYn18F+hIWQogC0SIshBAFokVYCCEK\nRIuwEEIUSG0k8HnoIZ/Ah8f13e/6dlShN3/rW/bnXJUYwA+oysP50QZ/ci7lJUucyqJVtmrvIErO\n8zolCgI4vQfg69QC7CbcNgi8uIUqMPM28sjbyu6ypkCHU/psGzjZuELHG1w1I6ArJTuaHzjdhpIj\ndn7Qb3+S55K8fXBudqlGNRXY9flioDP2Zz8z8jKqOkL1jwEA3clZ99T9PjnPXjf9hz3AgSMAMjmG\nE1c3uewy34YcaumOO/wAuYo4BTsBAC6gKs3k4OWK0gCAJ+1dvucRH8Rw3J42eCi1eadWpnuRaA3I\nP/LVyh9t2tHI+zX+3ukcc+NHjDxypF8DOZ6Ii9msXTvLteEKzDnvrQQ+QghR62gRFkKIAtEiLIQQ\nBVIbNuEgqXumzfALgyTfO1HCmTxokJEX8aZ2+O3UnYLhNJA8NgiqaGttDVr+g/nBMV+z2cNp6IO0\nRejJyeApwXjbrbe6NmyPfiPolw1Y2wQ6L5Mc2WEZTvEy9Kyz/LkpAU44L8l+P4+S9kfPkolq5u7H\nfoFPftKPj+TMcyuwnyeqaJ2DhFKcdH5dkNS9I81z8NyLksVTxMRtQWGCU56yttvbRo5yOq/82No5\nP3/HWKfj+MlP7FiCZ5m+9CWr858XOZ2r59ggFVA35x3oLfyd99uLjvhzt7XZds3N/rq3yjYZfIdu\nM52Ohwsy7CWbsBBC1DpahIUQokC0CAshRIFoERZCiAKp3SxqV11lxFbKJAUAGDrUyrTD2ue18mb6\nbbkiBoBuVMFhfgUnHOCDAl4NdNg1sgVV+QCAbaj6Rs+jjnI6S8gxx44vX2Ma+CDdz+Wf9xmo2HHo\n82MB51IAzP1tNptUdO5P/wcFJBx2mNN58rrrjPxs0M9yqq48kn7uc4kBXegev8HVTQDMImfYnoFj\ncyYFDgyin7/S0ODa3E/HPhGMj91wvwx0LqF5vvTHNkihD90XAFhNjuxTgmx8jSPtHZznNICD/8NW\n6EBv208O3o17qN/j/uCz8V1zoq0Gc/qRfik672zKOjd1qpVn+fdn4Qt2HvXbfVunc/S+Nvtit27e\nwTfSOSk5jCpaXYJK2VWgL2EhhCgQLcJCCFEgWoSFEKJAaiJYIwfBGjdT9YXT9t3XN3zVWl6nUDWL\nXYNzDbzhBiP/5owznA4n1jk+qKwxk6pbcB2NkwNbbhOVnQ1SqoCK0GJhoLMdyWx/PpNtsABuJjui\nrycCcCqjDoHOSyRzpQ2qwwAAmE6yt2D6fnwNX4A8AFhdRZtPDBli5P9Z4K3WUTuGnwuHXRwftOF5\nxPcBAJ4keYdA5wQKHllx441G7rbaV1J+aSv79KJkUdv+6U9GfpaDQuC/0toobOWkYb7CxJxPft/I\nC8d/xenseBCli3qS7wSQqDp1nvaIkfs+6G33TeNtkNfZa3/idIYOs9dw0UV+DXxrjU3Q8zpsEEi3\nMBUUJ/BRsIYQQtQ8WoSFEKJAtAgLIUSBaBEWQogCqVnH3CvkmNvum9907Z6l8uXsLDkhcKjdQw41\nr+Gzh20d6HBtiONI9vn8gWEkvxboPBEcY3gbOWdE4/MAfiN+VOSbXQ2RM4fhrfCRJ4J/00czjh1+\nkbNsNMncz5qgzTiSfxTosDMsckjydZ1WF7k2LW+22KuIrmk7chzWB47DKCygPbsFba6mfo91Gn5e\n9zniCKcz+777jMx1NL7Yd71r8+Mm+8RPCIKxOnHmN6pUAwC5e3cj/5wckv1cCx/AMyuYkcexA/LO\nO/25qYpH3eV2rXn0MX/uUaPsGyTHnBBCbAZoERZCiALRIiyEEAVSEzbhsLIG2X/WkAwAnSmxyZPz\nbT2LycGp2I7EtkjA28r8dnQfXMDpR6Lfbmw9iypXdCZ5RaDDqVheJ/lNeHg8JwU6t5PsQwD8NXC/\n3kLorzNKc8L9RHZQtqEPITmayUtJjqpvRLZ5hhP2cKWSaoisyGwnjiqVcDUT7ieyNVe2WHtbeFRl\nulIgS+Rb4Hsc+VT4OqM5wXWnq7kmbnPJ177mdC6jitERfciW/FkKq/keuIIH8FXSyXmkbMJCCFHr\naBEWQogC0SIshBAFUhs2YSGE+D+KvoSFEKJAtAgLIUSBaBEWQogC0SIshBAFokVYCCEKRIuwEEIU\niBZhIYQoEC3CQghRIFqEhRCiQLQICyFEgWgRFkKIAtEiLIQQBaJFWAghCkSLsBBCFIgWYSGEKBAt\nwkIIUSBahIUQokC0CAshRIFoERZCiALRIiyEEAWiRVgIIQpEi7AQQhSIFmEhhCgQLcJCCFEgWoSF\nEKJAtAgLIUSBaBEWQogC0SIshBAFokVYCCEK5P8B0oCTVs58zUUAAAAASUVORK5CYII=\n", | |
"text/plain": [ | |
"<matplotlib.figure.Figure at 0x11445e898>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"fingerprint_wsls(turns=100, repetitions=10, num=70);" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"name": "stderr", | |
"output_type": "stream", | |
"text": [] | |
}, | |
{ | |
"data": { | |
"image/png": 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eyF43/CqyX5E/NLZ3ILtXil2kNyB75e6BEMJvkF3PryNzl/xP8cYhhJGF7QMyN2f7EML3\nCn9+Isb4ZOH/J4QQ1iH7gnwbmfLzXGTn+TtbfYRb+3rHB/EPwHeRPSVtRCo6aIvsplqJLKr8R2T+\n1E0Avl+0/eWFPieJRPYq02rSfzmAxqL2yQAeLFyMdciegq5HQdn3ARzj64V9ZP/sa4SDCvuyBtm7\nvrcD2LWZcc9BtjisQ7YgXlji/nwBRhFl/l6O7BdLFbKI9TJkQdIvFtmMKoxxGrL3YVsSoeyL7F30\nt5H91FyMbCE7osT5sBjArcb2i8gCfRuQilAeQ7ZQ22O6Bdmrhk0ilP80Nn0K43yd7P8/5x2yL6tr\nkL3e9m5hjj6ND0ANVnRem/v3A7LNpYXzsw5ZTOD0Ej6nNTJ/9vPI7q93C///ZWPXHtmCtqLw+cUi\nlFbIHh5eLFzTWmTvBn8P2VN5k12TCOWzyF6rfA/ZQv+BiFAKn9EZ2XrxNrJ75xEA+xO7x1B07xf1\n90T2ltIqZA8M96JIjVlk17TebPHaIHu4ewaZy6YB2UPf79mYpfwLhUGFaJEQwihkE/3UWPgpKQQj\nhLAZwHUxxotaNBYUpQwVQogcosVZCCFyiBZnsbXIDyZKIUJz5X0hn7MQQuQQPTkLIUQOyYd8+4kn\nzkH2TuA/ia38rl0+5dAWhyrbxiOyPyBmkQR/7EfGihUt2yxb9sHsUyNJSLq2hLd125AMAg0s5Yv7\nfH8w9fVpWoWOHb263doURjNtlnahk2mvITalwKpYsdfA7T6xVB9Wi8HGYftpzws7J6VoaVj2UXbu\nepk2+0VsNVfsZmEZCKw2qD2xYRPRVg1j+/SeabOxrQ0bq9SbzG5Xyhxj+93ydjHe/40WjbZAPhbn\nTJBwwr97J4QQ4gPkfS3OcmsIIUQO0eIshBA5RIuzEELkkLz4nD0k+tW9e9peU4Iv/3lWZYwwbFja\nbkviMB06+L5ymxKIwMay1JNkgh07pu1Fi7zNwIG+b/36tF1L0gLZwKkNbAJA374sT1Ia6FqwwAe6\nBg70QcIFC2y5vD3I2DuZNsvquZ702f204wClBeQ6EhsbDGPBxq6kz8L2iRW2samz2TlgY80zbRbC\nscG2mhJsgCwnUDEs+Mau58umzdI22+s5mNiwvEjNFQVqib6mzRIh2vnLgp0sKLu16dy3jJ6chRAi\nh2hxFkKIHKLFWQghcogWZyGEyCH5DQjaaBiAadNSpc5d5z3pbP53/sikPf7SF5zNFQ8d4PqmmNKW\nNqjWHNZuv/28jQ22MZs5pMjVaiNYswFRgAcJ+/VL20xF2KdPyzatW/s+H7j0Rlx9aFVerAaqjZwS\nSaRTwgFpUXUgy+1uaUX6bISXlZ3bzbRZHVgbjAN4EKkU7D4dTWxscBXggUqLjfqyYjOszyr9bJFt\nIMt3b7GKT3ZT2c9j1d7IRHTBRRaMK0WFyoro2GAj228W5W+xrvRWoSdnIYTIIVqchRAih2hxFkKI\nHJKLfM5x6hP3wbw1/7cVI51d586p2GBTo9/3NfWpTaeO3mZptRdXWM3LjBl+P61QBQAefzxtz57t\nbYYPT9vTp3ubPff0fS+bd/jfI8m56kiSNCt6sT5oAJg/P20zf/by5b7Pil6WLfPnd7fd/Pmtrk7t\namq8KKRXr/Tl/+pq5sdk/sf083r18tneqquJc96JOdi9YAUXzK/I/L3W770jsbH+TyArOl/MJ4iN\nj6NkBbSLYb5bu59M4MIEJtZfz84BOz6SDnGbYAIiO6nJDeviBQzrTweyusXFsHnBAiupXYx/bK7a\nfUnoyVkIIXKIFmchhMghWpyFECKHaHEWQogckgsRSiBu85NH+5RzP7naBnD8hqeckrbvusvbsCxx\nNiDGSjsxwYfNSnfMMd7GBhtZ8K+y0veVUnKrutr39TI6jRqSfKyiIm1bUQqzAXxmvmXL/Pm14hkA\nKCtL7dq29ZnrysutjRc7sGOpr0/FFTz454N2/funwUUu6En3YeFCJnYgkVMXaGIlqZi4wQaxWOCJ\nRHjxumkzkYQN9rEJxrLC2cxt/YkNE6+wkl4twbLNsax/NuMdO7+s7Jgdn2XhswFQ9gzLREZMNLXt\n6MlZCCFyiBZnIYTIIVqchRAih2hxFkKIHJKLgCDT36wh6qnvn7E4ad8/35fG2at/GrDp0MErl1jG\nualT0/aoUd5m8mTfZxVzLLucZQfylfjII75vsInNsCDlMiLostnk2PHaPmbDMtW98056td56ywes\nBg70wSgbSGQlv2bPttHNUrOf2RnEglM+k9vChWwsa2NPDAvGsXJP+7c4Ng8q2WAbs2FZ8FiQzrKq\nBBtWAsv2kYtHg5tWdlrCzUFhqlAb4GWqxaWkrxTVop2/pIYbzXJIJLzvAz05CyFEDtHiLIQQOUSL\nsxBC5JBc+JwZtSu8uKHWlF9n2c/umJD6p9qRghtMBNLFvMPOfLnWv8zsWJWTBSZBGfO3sqojVrzC\nhCJsn+znMZuu5r3+xYu9TV9bRR5AVZXNAOd9eDvbwiTwPu11zC1sfMwVFf6k1NR4sUGXLukJrasj\nKfaI37BXr0FJu7ra+47btk2VOKRAD2prmXDC+mBtpjOAV+oYYNrsRDFxBcsw1xJMuGEFJ4CvNMN8\nq8w3bo+ZZdiz1We8OInvk40hsKx4lSWMxbLS9TBtdg2Yz5n1bTt6chZCiByixVkIIXKIFmchhMgh\nWpyFECKH5KNM1RO+TNWb/Q53djYDGwuQWWxwrDmsCGVHEl9gQTsLy3hnmWkrEYFn5rOZ8ljWtN1K\nqMQzbVrLNq1ILIPt0xqfLLAk7HVgpbPsXHzzTb8DrVr5+RrMjrZp421qavyOt26dCp02bvTlkFq3\nToOUnTs7E9TWsnvIjsVsHiN9Nth2GrFhgg8mwrDcZtonlbANANxr2kzwUspzHhOv2EAmC6qxTIA2\nIOhFRixrpb8OTIhkz28p5xaw+x7jH1SmSgghtje0OAshRA7R4iyEEDkkFyIU5pjp2ehfPF+wNk12\n0kCKRCwxLixWlaMbyadz4IFb2MECLDnQ7Nlpm/mFrXChlAonzY1lWU6KcFg/NPODW7HMww97mzFj\nfN/EiS3vE+Ooo9J2VZW32bAhnQldu3o/bVUV8/+lE6FjR1bdwgcMNm60Y/kTZYVAXbr4faqt9aKM\nXr1SMUV1tRVbAICPq3Tpkgog6upYUiVWccOO7yu/AMNMm/mumQ/WBjZ8UjLuT37BtAcRGysYYsIc\nFuyx146JSdiNVkqMzZ67WmLj4xPALiWMXTp6chZCiByixVkIIXKIFmchhMghWpyFECKH5CIgSFlS\n5br22osFOVKseISJNFjGOSuKqCNV3VkQy4orjj/e29gqJ/3JO/xMUPPUU2l7BSvIQLAVVGzGPQCo\nrEzbM2Z4m4oK32eDi6VkxQOAlSvTNstcZ7fr2NGHinv39iKFPn3SAOBTT/kA3eDBPkjos/f5QNe8\neWmAbNEiljXNZ6WrrrYBK3IySRCtrq4qabdpU+lsGhpsxRgAsFWByATGQab9NLFhmepsoLSe2Njg\nH+ADaySCX1ImNxbssxOIBQ1ZprqXTbsEFZf7LIDvNwuwbjt6chZCiByixVkIIXKIFmchhMghWpyF\nECKH5DYr3eu7jXR2ezQYZ36vXs5mc4e0jPukSf7zZs3yfZ/5TNq2GfAArsaz5Z4mTPA2VhF44one\nhmEDkCy73AEH+L5nn03b9SR+YwOCrCSVzdQH+GMpJQsf4AOs7PxaJSULSG4kCcqsKnTMGD+nr7uO\nBchSdt3VB37s/VFby4JTpdxDK0kfUzvaPqbGY6pBG8hjF2aVabPSWSztoL0QLxKbStK31LTZ8VpV\nHQt2klpzsFF9FsgkkX+X9Y+pLW1Zqq7Ehp2ndB7EeL2y0gkhxPaGFmchhMghWpyFECKH5EKEwhwz\ne6x4zvU9Vp++RH9k2WvOpqpV6nNmftq99/Z9P/tZ2h4+nOwUwVYrYdntbGa88nJvc+utvs/6hc87\nr7TtDj44bb9IXIQ2Kx0TjvTu7fusWIYJc1gmwCOOaHm7+fPTNrsGv/yl77PMmuVnVGWl90m2aWN7\nvO94wQLrq97J2bAZXF6ePvesWePFKw0N/3B9vXodTcZPqa5+ivRaNVDLPnaeSc6dFAA2IPESsWEi\nlFNM+x5iY8Uj7Pwyf731Va8lNuxYvEDJY/38XmTk/dIfPHpyFkKIHKLFWQghcogWZyGEyCFanIUQ\nIofkQoQCIkJhxAOHJu2XqvzL6VOnpsGZUaP8OAtJJZxaU4mGBe1KEaaw08nEKxa2XTBxJpZdjm3H\nAnKWww5L21OmeBsm+LAZ/c44w9uwjH4Wdg1s8JZdu4ce8gdcXc2EBCm9evmsZfY8seNlZaksNTVk\nQ5P9rKxsX2fR2Miywg0wbRaMYs9UpaiBbDCMlfNi5ZdsMJMJRUhE2QVK2T7a7ViWOFav7ROmzcqA\nsSChPXdsn0oJprIseOnnxXiNRChCCLG9ocVZCCFyiBZnIYTIIVqchRAih+RCIVgyNWk2rkWLbGke\n4PzPpGqi5RutkghYROILPXqkbZbtzaoBAaC1iQtMnuxtrBqPqRaHDfN9NkjZgQi6mPrPKgv39bEo\ntx0Lvt1DBF1jx6ZtmxEOAFqRCj6zZ6ftBlKxyGbGmzPH2xxxhI+xLFzY8jReZROywZ/P94h4rHv3\n9PNeeYUFCP0+2QBgY6MPWrZpc6jra2iwGedY0K6K9HUjfRY7llfelZXZQBvQ2DjX9NhscwAvCWXP\ny17EZrFps4x77NisIpJlvOtI+uyxsCyDto4ciV5TdSXbh21HT85CCJFDtDgLIUQO0eIshBA5JLc+\n50hSxy1dm/qPTxj1rrMJS9IX5Lt39mVATtit1vU9uDx1MjNfKsvS9pRJEMYy3tnKKzazG8CFKnYs\n4rak29nKJ8y/a21YljiGHYuJYJhPf63RAzD/vWUD0V/YSizZPqW+Teab70QKithz0L69P5iZM1NR\nRps2Prsc4OeYvVYVFV5BVFPTstihbVtfnaVPH9+3YIGtauIrdZSVpQKPxkYv0mhsJOVvnFDDx3G4\n4MNeQCa6sTfVIGIzm/TNMG1Sygc+JgW8XoKNCUDBrzOcEssClYienIUQIodocRZCiByixVkIIXKI\nFmchhMghuQ0IBhLp6l2b1jF6rWKks6nos0/S3mnZy84m9u/n+oZVpm1WtollqnvkkbT96197G5ul\njYlQLrnE97U18QW23ZAhvm+qienYwBfgM7CxYKMVhQBezFFR4W18+ScfOLTZ7RhMOLJ+ve+z2QKt\nCAfggcS6unSnamqYUCQNADY0sAx4Pto4eDBR4hhqalaQ3nS79eurnMWCBaxEkj0x/rnLZ8HzAcmy\nsuPIdjaIRtIj0tJVNkDGosD2WN4gNkxMYo+XRPCdwAUA7PWzgUWgNDEJOwellMAqHT05CyFEDtHi\nLIQQOUSLsxBC5JDc+pzR0fuZQr/UVzygjCQtMc7MuJuvrPAuKb9uK3Mw3+b8+b7vFFv9ndCrV8vb\nMJ+vFcIwcQXjwAPTNhOqWF+19W83h/XvsuoszDf/jimwYau8AMDQtNANJk70NqNH+741Rm9RQ3Ln\nnHii71u2LN2JESP87TB9uu1hlUk88+al7TPP9BdvyBAf+7jzTuvv9GKS8vJK12evw0JWaga2Yssh\nzqKxkTj6ncCEnQOfRMn7k5lQxbJfyyZ0H5ifeB7pK6XKiRXGsERPLKbwwT7r6slZCCFyiBZnIYTI\nIVqchRAih2hxFkKIHPKxCghaJUGw6g7AKT5iK3+IS1Z0dn1WqGGzqDWHDeQ99JC3sUINNjYLCNqY\nDssAx4J99rQcfLC3sZVQWPUSJnphwT4Lu3Q7m0RqtsoL4KvIsKCsDbQB/hzYyjMAMGWK7+va1X6e\nj1LaYG6bNr4yCRMsAWn6vrvu8hb9bcENADb4NHBgJfm8R11fbW26ox07+oomlvr6V13fwIF+uwUL\n0snRpo0PqDc0sBvGBgTbEZtSKri8QPpsgJUF+nylGaCa9FlsVRdW5YWJZbqSvm1HT85CCJFDtDgL\nIUQO0eIshBA5RIuzEELkkPwGBK0UDSitlpKNRpHoVEdStsmID6li7pVXfN8Kk1jsiCO8jVWsMaUh\nC7QNNNXXEo5fAAAgAElEQVTfWQa4W2/1fVYU+aiPH7nMbfazAGDOHN93/PFpe/x4b8MywA0fnrZZ\n4PS009I2C5yyIOU556Tte+7xNqw0mA3ksfjyBRekUdhf/MIr9kaM8AEyIE3N99RT/mBqarxqsKys\n0uyjn6ydOh3l+uzxvfaa36OGhlRRW1HBgn+slFQaEGxoeJvYVJI+G9FlqjojHQWJFFNFoi2VxeSz\nVaTPXj927eznseyBLCsdiWC/D/TkLIQQOUSLsxBC5BAtzkIIkUNCZMqGj5onnrgPwAlJH1MSWCco\nc9SaMhyRpD97nZRRtz5mJqRgp2qdec/+aeKys4fCsqZZkQbgs9DZCifNMWpU2p4509tYEUgD8cPb\nbG8A0MkU/WDnhAlMrP947729TSkwYYr9PGbDsMIflsjNxgdqa/0Bjxrl55idqgce6Ldbs8Zv9/e/\n2x6/3d57k5R+hvnz/XYx2vIzLAMdy+5mn+GY4MSLc6zfnWMFJrtSK4/1VTO/NHv2tIEFJhyx4pl3\niQ3zVadVl2L8TcsXagvoyVkIIXKIFmchhMghWpyFECKHaHEWQogcklsRSrTqDgDxsJFJe4f5c72N\nac9tHORs9tnbl7d6clr6PWXLOAE8SGhFEaxsk814t2iRt2HbWc2NFcoAwKxZvs8GEllGtr4mJrqS\nVBnaxb7nD68NYtn07PECwEZTIen2272NDWQ+8oi3GTvW99njs5nkmsMGPFev9jZW3NG3r4/xsABk\nv37pTLz7bp9Ob8yYwa4vxqqkPXToHs6GzZ/6+vTzYnzLGyGdrG3anOYsGhpsKSsAsFFuMhGxhPRZ\n1dZIYmMzRLKApA1kAj5THBOhsMx8T5o2O0+2tB0LgPqMflyYsu3oyVkIIXKIFmchhMghWpyFECKH\naHEWQogcktuAYKAyLxPIs5EvAMFI0fZp9bK3IWWFRu6dpnzb3MFHw1g5IhswYqo6y1skBmEzyQFe\nWciyxLHTZIWTNtAG+GNhgkxG69Zpm6kdWZ+le3ffZ8tN7buvt2EBUFtia66PE1NsmSgW8LWlrJhi\nb/z498jo6Tz82td88O+663w0ddy4yqQ9aZIP0I0d62/bKVNIlNCRlm3alYjxqqtJFNbBgm8MOznZ\ndgea9p+JDSsTZQOHnYgNK29l000SWagrZcXqie1O+liprG1HT85CCJFDtDgLIUQO0eIshBA5JLc+\nZ5baLFh1A1NlmCx0wTsNEYnaYF27NC0cy6fF/KRWPHL11d7m4ovTNhNXMNHLPKNbYH5plhXO+pOZ\nX/pA4+pjGe+Yr9pWC2F+eIb1zS8hmgUbQrAZ/wBg9mzfZ6u6lCpCscfMBC6+qosXoQwf7jOyTZ+e\nzqDrriNp/wiTJplPC/4WXb7c70Pbtum9wERN9lhWr/bjtGlzjOtraLBZ2d7wg2OfEvqYX9yO7UU3\nPOOchUwWmk3OMpr02Wx9rDoL8y9LhCKEENs9WpyFECKHaHEWQogcosVZCCFySH4DgkwRYCJykdRW\nWtM1DSh0Wr3U23Tu7foaTdCsHbywoG1bH/ixscXzznMmmDgxbbMyTja7HeAzvrFSUiNGtDyWDf4x\nbJkugGeXs32sUhgTtNjxSdJBF8h7xSY1a2ZsGyhdRpKYsQDkBRek7Xvv9TaDjXaEZa4rL/eBtYED\nU2VMu3atnI0PNnpmzqxyfbNnt/aGSMevqWHZ3exF9gItoAfpW2zabxMbls3OnvRDiY3LI0ls/Lnz\n+8lC+Cy4aIOE7BzYc8fONytvZUtnvT/05CyEEDlEi7MQQuQQLc5CCJFDQmQqho+aJ564D8AJLZnF\nijQ50YY+A5xNfX3q/5sxwx/f6NHeR2h9qTU1frtp0/x248al7TbE9XXllWn7kku8zfXX+z7rK2ZJ\nf6xPFPCCj/nzvY313bKKJswPboUpjz/ubSZM8H1WCDOavPtvEzt1tkUywEUvtsrKSSd5GyZMsRVF\nWrXy1/zKK9NkW3/5i/d/snvo059Osz8NH+59uWtJgY1169KxFi70QopOnXZyfSeemLbHj/djNzZa\nXyoThZBsSHjGtH11IYBl/LI3Awk0mL5evfwyUF1tq5cA3sfNEhE9T/osJNjitmNZwZjAJe2L8SK/\nYGwFenIWQogcosVZCCFyiBZnIYTIIVqchRAih+Q3IMiiQUYBEFkUa/jwpLm5jReOsECMPQ1MKMLE\nDaUIPGbOTNuBhAl4JZJ0p3Yq85m3HpzazvUdOzbd7oGH/HewDYCygBkLQFqYCIVl73vuubS9887e\nxl5OdnlZtjWbKe+ee7wNE9RUVaVtpns67LD0XAZy8VbZJGYAKirS7dq08dv99a9+O0tdnb8/27Zt\nOc7Us6ffbsECG8RiATo2tu1johBysVx1EpbdzcLEJCxI+Q/THkZsWMpEKzrxFY8AW6qIrEU0IJie\nlxgvVEBQCCG2N7Q4CyFEDtHiLIQQOUSLsxBC5JCPV1Y6Ew0KzGZhWup8h/6+rHmnDiToYGoW7UQi\nXX3LSFRprRmfpHcbOjRVdLFsa6xMlA3ENDb64N+oUT7mcP/ktE0qdbkMdyywd9ppvs+q6oxoEwDw\n8MO+78UX0/YwEr+x5bsuvbRlG8AHUwcO9DYs4GmP+f772eel5/ecc7yNLScGALNmpdvtuae3YefO\nnpeaGm8zaZKvO3bSSem8YwHtBQtStePw4T5r2/TpM13f8OFDjU21H5w+59nyUqy0Uzqn27b1F48F\ngWtrUxloYyPLZsc+7xOmzUpu2WWxG7EhbxXQ7HXbjp6chRAih2hxFkKIHKLFWQghckh+fc5M8VFC\nOY1oHInr4P207Vz1BWDdsCNb3CUminDjkArt3cpTX19Fhf9OZFUx7OH16eP9yzbbG+BFGSeM9lVd\n7MG8We8znd1wg9/MZtSbPdvbLF/u+444Im2zrHTWn8sy9bHPa2U0Efb4AZ/xDvAZ/TZv9jaXX562\nr77a29hKLID387PMgOyaWwGNzTaX4VUv69alDuynnmKVSXZMWlxk5NVQ06db/ypbNthznp13rMpK\nmk1u/fqnnUVNDfMd28/rQGyszxvw/uMdiY0VrxCVkauW0txY246enIUQIodocRZCiByixVkIIXKI\nFmchhMgh+c1Kx6IsNiDIIk+mRlNs5wOCG1r5PiuuGNSHBNGsEQDsvXfaJnWU5jamZX1qa31gb++9\n/HXo1olEFw1XXO2z7h11VNrecUc/9gYTK/nd7/w+feEL/vNMYkCalY+JK+680/dZHnggbf/xj96G\nBfseeqhlm7lEo9CzZ9pmwbcHH0zb9vgBHliz5cpsBjzAC4EAn9GPTbmNG/31bGhIr1+fPt5m3rx3\nknaXLl5csXat386KeqqJBqWuzgcgy8pSUUZjI8sSZ0UgpO4afJAQsAIaViaLrCF43bSJwgWLSV8p\nmKyZ8TxlpRNCiO0NLc5CCJFDtDgLIUQO0eIshBA5JL8BwVIwwT8ArgZU7OrTrb1d7wOC3cpWph1E\nffjyxgGub70J6vTv53epkwlWvFTt1Xgkbon161u+NjH6mINVp7UmybKsYs6q7ACeGNDGZJcs8TYs\nYGSSBdKsdK+9lrZXrvQ2JMmgKxPFMtAxZaE956y8ls2wx7LiMaWfpRR1KeCDfevtBAPA1GlDh6YK\nOZYpz97rDQ0+2tili5/AdXVparzych/xra21pZ0AH3w7iNiUUrrqUdI3yLTvIzafLeHzqoiNmYgg\nNwLNVJdeqxi/rICgEEJsb2hxFkKIHKLFWQghckh+s9IxEYqFOUVt6fq2vupJFfHHdatM/XhL23r/\ncj+SFa7eFEfp0JH4idenp3kNeV9+2TK/3dEHps7UpWt9GXdW5WTGjLTNwgq28gqr8HHXXb5vxIh0\nsGM7P+Ns/rjqUNd3wAFpe/Jkv1O33pz2/XG8f3ZgFUWsb/6QPX0WsZtu8ufOCjxsRjgAePzxtL2R\nJHuzOiSA+8Yt1g8PAJWVaXv8eC9E6t/fCydmzrTH7O+Nyy5Lgw9XXeX9y5s2+Tn+X/9lM945E9TW\n+kk9Zkw6D9jxlpWlmepY7GP16jNcn73vysoOcDZ1dcwPnma7LCvzYzc2/t30VJFx/BwHHid9246e\nnIUQIodocRZCiByixVkIIXKIFmchhMghHy8Rio2kjRnjbWw9IJtSC0CcMsX1rRt7ctJut+RlP3a5\nF7SgcxqcWdPgS9XU16fnuEd3f85X1vnvyYYGs10HH3R5a60XtFhRRimlrFgA6/rr/X7+8gvpebl5\nmhUDAP36+aCSFa8wkUQI6edNmuTHGT7cb3f88Wl7WbXf73887MeyldBY6awXXkjbTCzESpO1N8kC\nL7jA29x4o++zSQ03bPDHsnixP5bDDkvtWBa81avT7U45xduwMlxf+EI69m9+w8pGsb5UGDNkiBdu\n+PJd/ng3bnyVjG3FJCSSCJKKEDbQ7+8fX5bKv1TAjze9eDFeIhGKEEJsb2hxFkKIHKLFWQghckh+\nfc5MXWGTETEfsIVks4k1voLKM6v3StqNjf68jBzsxQ2x885JO6xvuXrJs/O849JWsgB8lZElS/w+\n9SHCGOtvnDbN78OoUWmbCU722sv32X1gogVWUcQKPpjGyPrGp0/3NkyEwqqTWJhf2PrdrXgHAAab\nwhys8osVqgD+nNtxAKCmxvfZ6iwvveRtWL4v69NniZ6sP5udy1at/BybPj11vFdU7O9samre9YPB\nHqCtXgIAz5k28wF3IH02qRKzaUv6rK/Yi5MAOxFY4qN60pcKamIcJ5+zEEJsb2hxFkKIHKLFWQgh\ncogWZyGEyCH5zUpXCu+84/tsGY5x45yJTVwHAIfsZkq0d/GZvwIJEmJGmpXt9YpDnIkN1hzcy2fL\nerdjT9dnK2z0I1VWdqyxpeWBFSt2T9os45wNhl18sT+2Xcbf4PreOD1VU7DEgDfd5PtGjEjbO+/s\nP2+P3dKUb5Mne0EP0Q85LRITk/zoR77v4ovT9tq13sYKNVgQzwbaAH9e7GcBwFyikbCVVpiYhE17\nu+/77efP78yZ7yXtVq18EK2x0d8cNgBY4QuhoKaGBeRs1NeroUJIs7t1IMPU1/uTXl5+VNKurWXV\nUlj5mfdMm1w89DbtzcSGBQSZMGXb0ZOzEELkEC3OQgiRQ7Q4CyFEDtHiLIQQOSS/CkEbRQOANiY7\nFIvgWOkZi/7ZGjcAotluXZlXKrVbsdT1LTXBA6Z822FOqrBaWu4VVr07ePXhy8tT9RKJUaKuzl+/\nNm3SY2ZBliVL0nZDg7cpI2qx3XqlY7MAHQvITZyYjvX182xgBkBtqgD907TdnQkrCWWVhLYEF8Az\nsC03QlFWIskG6Fhw9e67fZ/Ntrbfft7GZsUDgFqTbK1XL2/z1a/6vs99zvdZKirSa8DUjrfcwoJo\n9h5ikkyWuc1mk/PXE7B1v5jSkEx8x+ISbAAflPRqYcAqeEldObQnfWlAMMYvSiEohBDbG1qchRAi\nh2hxFkKIHJJfEQpzAFrHKHHCxtZp+ffYvYezCXUrXZ+tKNIDXihi/cuA9xXPne+zXPXpl/qYY513\nRb2+emfX17lz2l6/zvuAB828w/U5BytJm/Z8SMuHMF/uxIl+P/cbku7DueV/czZP13zK9dWZY35r\ntffZbTR+PCZwYWEG689lohAWerC+8cmTWx77qae8Dfs8mzCRHcuGDb6v0bh8Fy70Nt/+tu+zlVZY\nRZP6+pZdoKef7pcEq+vac08/x1llm+nT01R8w4e3JjZVSbtLl084m7q6mWRPrROfKHMoVkFjK6MA\ngAnIgFwounSSyfk+0JOzEELkEC3OQgiRQ7Q4CyFEDtHiLIQQOSS/IhQbDQOATZvSNgsamlJWkWWX\ne8sH+6KpIxTuucfbkNRiwag5YnefsmtVQxro6tzZn/Md6snL96b+0ntdfUCyfVufMeuZGel3biUp\na2TFDvu0e83ZvLTRB2dsSajGjf5Y1pOSW7bqGBO92EvOAm0scGmPZdYsb8My+lkRyCqvA0L//lve\nBgC6dfN9dqqyY2GCJRsAvP12b1NKGTAmMLGw0mRdu/rrOW9eKsI4/fROzmb8eJ+Rbdy49N5jgqWN\nG60oZIU3oiIUW6bK7xNwP+k73rQ3ERt7L5KoLN2nVHQT44USoQghxPaGFmchhMghWpyFECKHaHEW\nQogckl+FoI08AcAakx2qEwkCmGx2gaVkI9sFGzi0Ei8AwUaeABeNCn189G3nRS+aHp9qLNiMewCi\nkYuxRH1MMrf33qna0QaLAJJxztatArDCVxVygbXJk33MY+xYv52J04KcJlf+yG4D8CxtNgMcu+Qz\nZvg+G3wrJQZNEhrSuPR116Xtykpvw9SGP/lJ2raBVAB40U4n+OsyaZK32ckkWnzVJo0DcPbZ/nrW\n1qb3y/jxZELBn3R7XTZutBnoAGCOafsgtM9uB/ignQ/yA4NJ38umzcpr2aA+u/HYPrHMfNuOnpyF\nECKHaHEWQogcosVZCCFySH59zkwcY52uxNlnt4r9vQ9rB+a4tA7OUaP82CS12Yb9DkraC+Y7E+xj\nlBOrVvvvxF2ImMQ6HOdY9xyA/St95YqOxnda4yvLY8+BpoOIQvr189egZ2NaDaaszFe3YEIN6wdm\nWdPOOittsynARBkPPZS2mc973TrfZ6eT9XkDvsoK8zn/5S++z/qTWSWUdrbgBoCTT07bLJsdq+oy\nbVrabmz0J+/ZZ9M51rmzv39+8AM/9tSp6bzfdVev6Blo5xOAp55KM8WVl+/qjTCM9KWwUA9gVT3k\nAoMEA2ADC6zyi/Vfs0ooREEEomJ6H+jJWQghcogWZyGEyCFanIUQIodocRZCiByS36x0pcDe/jf1\n7iNROwRWj2jEiHQ7oviIww7xYy0y2dw2kgDDijSisfmwkc5khwYf0Fi1Po0YEZ0KOqwmGfascoEo\nMN478PCkvX69nwe1tT4AumJFanfIML/d87P9d74tv9S2rd9u30Wm5NWeezqbzQP3cn22jNIrrziT\nkgQmlZUkANoxDQa9i52cDcOWbfrOd7zNccf5vr//PW0PI/EyFly0uiqiKUJtbXp8NTX++lrhCODL\naS1bxjLXkaizy9zms7u1br1P0j7qKD/2lCk+wtylSxqQq6t7knw+E73YQB7LSmcmFN4jNj4QDixO\nWjF+WlnphBBie0OLsxBC5BAtzkIIkUO0OAshRA7Jb0CQBfusQo+labNRM5bajKVEs9IvkhWPlryy\nn8ey6XXvno5D9umZ+n1c3yGrHkg7SDa9f6z3wcX/OCwNYESSlu69fvsmbRuwA1xsFYA/dVOm+PnT\n2NhypjqWNc3qO8eN8xZz5vix7VQZOtRvxwJyVijKVIRHH53uU329/3wWfLPTiWXKY9kCbbDv1lu9\nzWCSbG1pKtykWfhsZrxzzvE2t9zi++bNS8/BwoUsKx0LkKWlpAYP9mrd9Sbz4cKFRF6K9qSvyrRb\nE5sepG8e6bNY4TRJzwii6DWZ8mI8VQFBIYTY3tDiLIQQOUSLsxBC5JB8+JynTvU+Z+Yrtv5dqyIA\nfL15JjgZMsT3WcchSwfG0pZZZy2rd2+rlRDnZiQVTZw/m+xTbPTnIDQYHxlJGRbLjF+Npf5iigTr\n4K3cw5m822uQ69vppl8n7X8M+bazsYILlt3OuO8pEyf6PlZRxF5y5ju2PlGjVQLA/bsse52F+bhn\nzUrbLNsbw1Z1YVPV7lMI/t7/y198BraRI1PhzcCBfjtW6eXee9P2zJlveyPYPh/X4Vnh7ByzlVEA\ngJSMcVnoyDrjxCvkooOUsTGVUGL8lHzOQgixvaHFWQghcogWZyGEyCFanIUQIofkIyDIRChsv6zA\nYwfy3WKFKqwklY2eAD7y05q81M5ShNkoEgtk2khM//7OJJJA4rqyNBDTrsqWdQceXOKDb8fu92bS\nfgs9nU2PRWkWr7ldvJilF4ltrjOniQXDWLazL3whvZ5r1nibxWlSL5p9zV4mwE+L9kSz8Oijvs9q\nmJg26Z570va++3qbv/7V99mEehtJgrSpU33f6NFp+5FHvM0ll/g+O8VYZj4bc2bBVSs4AYCqqvRa\nkdg1TCU2AOz4/Nh2O3ZrVlXZLHEAYKPFLLsciQI7QckbxKbStFcSGyI2M4HLGM9UQFAIIbY3tDgL\nIUQO0eIshBA5xGb4yA8sqZEVTjAHpN2OOchIhQ0Hy0rDRCDGbt2wI51N+0fuTztIWY5AMg+1W5Em\njgnt/Dk59jD/gn7omCoQetx6s7N5ecS5SXufPl4Rsbmtd96uMwUvysu9H/HkUd5H98ycXVyfpaJ7\nOlb7Ol/lpf0KL5aZUU0cwYZTTvF9NhkS88HaS9XTu+9xww2+76KL0vZhh215/5qwftrhw70Nm76z\nZ6dtlrTKngPml66ubrk6ymc+47ebM8f3Wf95//5+7PHj03ZjI4uB+RJAvXqR+I+hupqJXqxT2ydj\n8sKUDcSGxLLg5+v7QU/OQgiRQ7Q4CyFEDtHiLIQQOUSLsxBC5JCPlwjFRjlYBMdmqrOZ3dg4jH79\nfF81eRm+oSFpRiJUCTbywgQuLLhZyj6x7aqq0jYLZO66a9IORAQTWZTHlOHY3HlnZ9Kq3mcIizDB\nILJPc+enNvt29gIBVtVl5X5HJe3HH3cmWL7cz6fzzzGBHpIGb3OfvkmbZZtjiQ9t5Zd//IPtk+8r\nL0/brOrJtGm+b+bMtM0ENVafxQQfpUx7JoxhlXQsLChqA5ksu92oUf7a3XNPejBMPLN+/SqyF2mm\nuuHDRzmL6dNfTdrl5T5oWFv7gOuDmeMxHicRihBCbG9ocRZCiByixVkIIXKIFmchhMgh+QgIsjJV\nLMJg04+xgKCNVtjIDMAjMTYSYoNqAHDMMb7Ppi1jWfBskJDVUWIZ76wikmS8Y9nsXq9Ns9ntUenL\nuM+dn34v20AUAHTo4PtszGxQ3TPeqIsvNfRWl0EtmbjYbau77nA2cZiXzD22bEDSPrLzC87m5lkH\nuL7jj0/n/pzZzgSz56QxHZYRjgUgrdKPxW3ZWBMmpO2yMn9/XnieT3H3xPQdkza7fc4+O22zclOP\nPOI3fPHFdB7us49XpV533U6u75Zb0vFnz37V2QA9ktbw4X6cBQv8Vt26RWPzDhmbqIOxq2mz7d40\nbb9PAHupIJXPKiudEEJsh2hxFkKIHKLFWQghckg+stLZt+MBnpXOvjU/b563saUVmOCD1Zs/7bS0\n/fTT3oaV/bBjMQeZcabGWp9ZLVb4dGc7TDbZ7IgjMRDVwB6Tr01tjjjC2ezTL63G8qeJ7ZzNZ9v+\nzfXt1D3NeBcW+NRmkaQt624u5w4LfFUXNw5RLSzv0Nf1rVuYzp9fPbe/s+nd2/tXe65O96HnYC+M\n2aVr76S9I/EBL1/un3Fs5rhRXuuAWbN834knpu2f/czfG++u93N6+vS0zcQr55yTtuvq/NhDh/ol\nYdas1O688zo5GzbtTz013e6CC7yY49xzU/85C+vMmOHP+apVqZikvNxnJqytZcoYK2JiVVbSCirl\n5f5k1tayCiokkPI+0JOzEELkEC3OQgiRQ7Q4CyFEDtHiLIQQOSS/IhQiuHCw1Fu2pg57+5/12XpE\nTKjC6gMdeGDaZqm+bCa1445zJvFTn3J94fjj044RI/zYP/6x7/vd79I2KdUV+1Qm7Rer/Iv2y5b5\nuXHcaJPJ7eqr/eePGeM/z4plWHa5gYck7SVVfuia5T6IVdkn3c9BjXP9hoP39n3VqaLm/jm9nUmX\nLvbz/Dnp06fl0k4HeA0M5aWX0vbSpd6mpsb32dv4bVKhyWq2Kiq8DcNmimOX3OqlSmXdunTHFy70\n55IkMERFRbqdzcoHADU1TIRilVWvExsb7POZFwFyYZCuKzGeKhGKEEJsb2hxFkKIHKLFWQghcogW\nZyGEyCH5CAiWWqaKRQYsNlrC0q2xWkM24x2r18Myzt16a9q2dXcA4Lzz0vauNjMWgJ5eIYjrr0/b\np5/ubVgkxvYRRaJVO8bPkLEJodFkRDv3XG901VWuKxoV6LquPvjWbsZjSfvNgUc5GxaQ6/mzC9IO\nErhdetKFrq+uLm3v02+ds5m7MFVO7gMSbGwgAWabYu+aa7zN7252XZvN89KECf54T9/tSde391cO\nT9rf/77f7rMnpsd3xdXtnQ0Tz950U9pm0+nHP/afd8IJ7yXtL33Jpzm0ldD69PHj3H03iYDC7oQP\n2rVp4zM2NjSkGQuHDvVq0pkzbTSVqIVBFMxIlZsxjlFAUAghtje0OAshRA7R4iyEEDkkHz5nJkJh\nfmHr82U21k976aXexlYvAUqr7T7cV+Fw5UKYj9vCBDbMd2yrsey3n7dhqc2s45AIPmBFIUuWeBvm\n4zdCmLjRV+VYGnZ3fb3MxwVS5STskD4rRKvIAIAhQ/x29niJzzky4ZEp67Kq+yBnsnPta0n72boB\nzmbTJj+0rfSy10BfjYbN31ibzo1rJ/ssfI2N/p4dPTp1b1rhCABMnZpu16aNd4necIMf+28T0mt8\n/Mk7Opv9vesW3/1uy0KRo456N2k3PuvnaquDSKwHxqcPluWQONBhzzmZF24s77u2VU8yUh9+jEfK\n5yyEENsbWpyFECKHaHEWQogcosVZCCFySD4CgkyEYrPEAV7gwcpG2To/JCMb3iHl0G2pLJIlDl/9\nqu8bNixt33KLtxlkAk22XhDAU4TZ1GatWnkbdv0eeCBtk7JR6GRKDdkAIQB861u+7yc/SdukVFhk\nAUgTyAs2mx9QWmqzV3xZLBfMZOdp5EjfZ+wiy0RogrDXXu+fZy48frHfztSNunbF55zJRee85/ri\nK2m9p3Ou9+nsrr3WX/P261cl7TMv2sXZfPnLadvGmwHgkUd8X69e6efV1/s4l60OB/jSVWyK3Xxz\nOvaOPtaIuXPJfEKlafs0fGPG9HB9Dz+8yvSQQC2MMgYsIMlKUqX3QoyjFRAUQojtDS3OQgiRQ7Q4\nCwir8xcAABGdSURBVCFEDsmvz5n5Da3g4rDDvI31WzLH2l13+b7+/dM2c6KxxEfWB8r8plYkcdpp\n3ub++32fdQBa/zYArFnj+2xGn8XEJ3rKKb7PUk3Kxht1A/PTvruf9+/a8MB/dHnO2URz7lb18cqG\nXbDS71Nbk4TGZtMBfMUawAuP2FyZPDndxzPO9Dbkmj/5SprcalWddz+ySjNdjat42tN+u6FD/S7Y\nhFCTJnmLCbeliY9eXOgTHzGuvDJtM+0Xmyo2B9mll/rj/drX0vl7+um+Ig9LdmWLBP3nf75FtmNC\nEYtPxuSFKnXEhpWRST9PPmchhNgO0eIshBA5RIuzEELkEC3OQgiRQ/IREGRZ6ZiQwQpTWAY4u13X\nrt6GBdGefz5tjx7tbVgk5vzz0zbLXGdhVVasKATwAhNWQYUdnxXrNDR4GxtMZYIeFty055wEKeND\nD/ntjKCGRkrMPkUTjAOAwCrNGAFRvPxyZ/Le3ge5vlkmS9rIiZc4m7+NSKNhY8i0YKepXe3StMOm\n5QOAmT6j4Ju9Dk7aNrYLAF26kGow1WmA9Y0Kf7x91qbZ1titf8w39nJ9P/952r7ZF3ChU6y6Ov2A\nhx/2opsRI9KgZHm5nxlMG7TKaElYBRXGlCmPJu2OHX21nfp6K1RhmetI0NkIWmI8XgFBIYTY3tDi\nLIQQOUSLsxBC5BAtzkIIkUNKSAP2EWAzwgG8RvuECWmbKQRt3faFC70NKWPkJEdf+pK3OeQQ32ez\n17EseFY+NWWKt7FyKsBnr2MZ71iGOxtBYRnvbMowEiSNJrMaALxz001JuxuJWAVTygrwSsI3Rp/t\nbHaveTbtIKWl/n6xDxIOH5YGgzqdeKSzWXDV465vZFla8j6QyN7Jo9MySrj9dmeDCy7wfRPvTZpv\nn3ahM+l+8kmur+czz6Ttz33S2fzqcz4YtXp1GgB86il/Tx1/fJodkWWgY7FqO31s7BwAxo71fXaK\nbVrl63kNOTzdz4OG+sDePQf+3PVduvp7Sbux0R9v//5+rClT0sB7fT0JhMPewywg2Jb02dJZ7w89\nOQshRA7R4iyEEDlEi7MQQuSQfPicGTZjGACMGpW2mXCig8kyxcZh2cesz/ck7w+k/Oxnafvkk72N\nrc5yzz3ehjn7vv/9lj+fVTmxfnbiu0XHjmmb+FsDEXPsunp12kEqoTD/eTB+994LH3U29rwEkhnw\n6E7PuD68m2YLfHvC485k/9ZWWACswqFJexcyV4I5T5EIkTY0+mecZcenPuY9Xn3S2cTXXnN9r1Wn\noowBX/QxhZOO8b7UT5Snx/c/Nr0dgHHjUr8sC0WUlxOBy9WXJe3Kyl+S7fxYAwemn/ffv/JCq8rK\n9POuHPeYs7nhle+6vt98P/VfDxjgs1iysBVgsk/iXWJjx3rVWYwd68UrVuDyftGTsxBC5BAtzkII\nkUO0OAshRA7R4iyEEDkkvwFBlurrLVOKhqXssuWmevb0Ntdc4/suuihtv/OOt2EBSCtWYVnpfvSj\ntM0iMaxuvCkJhUsv9TY2sAcA48enbSa6sanFzj3X25CyXMGqDVg9JBu4BZwQh6brsgG5U0/1n29r\nJgGuVFi3wfs4kzWX/tT17fyt85J2JOKZpXscnrR3J4HbHRfMdX1Vtek+7DHMl8kadawvE9WrV3pm\nunT24pXrz/KCoblLdk7a7JJff33aPukkH/w7YqAv97Tbub9I2iz4x7C355e+5K+6LXl18yIvIKqo\n8Nudemr6XMlugyFDfN+kSel93bbtJ5yNnfYLF/qA4JQpb/vBsYH0bTt6chZCiByixVkIIXKIFmch\nhMghWpyFECKH5CMgyOrlsHJENkC2YoW3saqr3/7W2/zqV77PptpiZaNuuMH32UAakSXFpWnJok0P\nPuhsyr7+dT+2VTueeaa3WbLE99mgHQnswWSXQxufUSv+13+5vuVGEVjBahYxZeMpp6TtqVO9jc0o\naLP5AVzdaQgn+kxunY71GQzDcccl7fiMVx9uPuustMMGWwEEqwAFcGQbE0SaMt/Z3HabV5P2nfnn\ntGPBK84mrD/P9Q1+Ic2C95lffN7ZDBiQ3mdHHugDi6Gss+tb9rsH0g4SiH9j5Bmuz4pH2SW3VdZ+\n8xtvs3Dh667v7bcrk/auu9Y7mxDecH2bXk/vqVZ7eDXrwoW25hZ7hn2Z9HUjfduOnpyFECKHaHEW\nQogcosVZCCFySD58zqwSyuDBvu+uu9L2xo3eZtq0tH2G94XRaiVzjZCAOchIZRC0bp22//hHZxJM\nVrhWXbr4cZjoxr5F/8IL3ob5k60Qh4wdzfG+TsQkfb/5TdfX3QpMrrvOfz4Rc7jzeeihziSuW5e0\nnzvoIGdz8DHH+LGt4/LLX3Ym4atf9duNGZPanO2rs/Qx1XZWkiyAuxx8sP+8X/86acc+lc7GVgoB\ngH5tje+fZBSMZG7+pe1/Ju2XbnzCb2fmxbW393A2F07y5/facQ+lNmesdDbwLl83NVm4oK0pKPK9\n7/m14M47K13fGWekdk8/3cHZHHqov8/K+qbbDR7sBWHz5tn1YZmzAfzn+Qoq7w89OQshRA7R4iyE\nEDlEi7MQQuQQLc5CCJFDQmQCkI+aqVPvA3BC0vfUU97OBrZYYM0GCa1wBQC++EXf18qUpjniCG9j\ng42AE52wYM0Ss099SKDtOfL2/UFGCPPCGi8aIDn3UPGTn6T79Oc/O5vVJiDY2WbXA2gWvk1muzIi\n1okXXOD6lv8izWxWYdoAXIqySDL1rTv/fNfX/uij0w4SKI4kGrXI9PW30SkA0WTGe+zOO53NkTYo\nDGCpybC3+7hxfmwS7As25dthXjyDPn38WO3apePY8mkA8L3vpdv87Of+8+/4gx/bnKcwcaK3YeXg\nFi1K29dc67cz9/SQY/2MXr/er1GvDDk9aV/QdYKzqavz29mY+oIFm53NVVelz6xf/zorP0XWHqTX\nM8bDaPLFUtGTsxBC5BAtzkIIkUO0OAshRA7JhwiFQUrQ2xfyI0mw43yirCQEw4pebIkGgPv6jJ+y\ngfg7+1ixA/GnH0T8naFv36S9P0vGxKqzvPlmOo5N6gSg88lp0h22T1akAQCtjOAjkvP7DvEndzfn\nd/N3vuNsdrjiinSfFi92Nu3++7/9fppKKCxhUiDb9TPX+IH+vurIsY+n1Wf28J9Oz2/v7343aU/4\n7L3Opt3nWrm+E+5N7b451SdxuvJ0IgIxAq337n/EmbSvNYmA1r3nbL5xpff5DhmS9n1+LPGVDxvm\n98kmlirv6kxuvD2tBvPC895PHKY96foerE8TUM3+qd9u+nSf+Ohb30rv4dNO88+ntigSx5+DDxo9\nOQshRA7R4iyEEDlEi7MQQuQQLc5CCJFD8iFCeeIJL0JhmGodkQSelpuACntVvO2Rvvx6NC/7z/jp\nT53NMBKQm2GEISSXHuxr7juxrG0sZZd9sX/TJm/Dqrp8+9tpm4g5sMxk2rKZ3ZrDbBdJJZSpp5/u\n+mzmwVFv+GBN+NSn0rHJPi1/6CHXZ6lggVOGEYawOyF07JjajB7tbQYNcn3RzNWbp37C2Zw72gc8\nrdDq+drdncmBdUQUYQKekWR6DKYCT5w509m8uac/PntmdnuFfD4TaJlzFQfv40x+deNOSZtN8a+c\n56/M5pge3157+e2OP95v9/vfp8IYlhDzjDP6Je077/QB31KI8UCJUIQQYntDi7MQQuQQLc5CCJFD\ntDgLIUQOyUdAkGSli096VdBbP/hB0u7x4oveZp806LCTswA6nHmm61trso11IGWyltpa7wBsPjJ2\nNu03oM+DBbxN+oYwlaT9PLJPC4yScscWRwH6VvhyPSwzX3z44aT9em2ts/E6SsDuZSkhu7433ug/\n/+67Xd9ms0+Md0hfxWWXpWMTm3Um6NyeKU53IrPs52nGt1i1xJmEWT4gB3PM8Y47/HakNJnNhjj3\nk14Rue/vvuY/z47DgsfHHJt+ftXrfjur0gTwzJGpSvLQDv5+jTfdZHp8DO22ode7vrFj06vVq1ed\ns2GMGZO+ImArugHAZZel+/Daa35mHH30KjJ6VdKK8QAFBIUQYntDi7MQQuQQLc5CCJFDcuFzjsTn\nvIwIRXYzlRyckALA0ttuS9q9ieBjBsvAZhhO/L2R1bLfZZd07CXet2jz2/kjo5XlYb1afVjFDZIF\nj3gNHTav2Xxi42UTQE9b+YWIZ5Y3NLi+7rbCB/FV2xxpHZw/0lf8AIDVn/980u5shCMAXEZDwFfv\nCAMGOJvG115L2mv9yNR/buvhHEX2G/ff7/tMDCESv/+U/fd3fWPNvN9w9tnOZkdT7WblFf78LnzN\ndaFHj3SNeK/SZ9MbSIQ4r9+fzqo9pt7mbP7U5qykfcyZfuwuBx3s+g4JaTbGiRP9Ota9ywbXF4/+\nj6Td6qlrnE3v3vsm7epq7yt/9dV9Xd+AAWmZFfmchRBiO0SLsxBC5BAtzkIIkUO0OAshRA7JRUCQ\nilDu9WV9nvvtb5O2z9cFrDBtUsQJZx90kO80ZXYmXHedM+nrenwgj0g50MO0fRF34ADSd1D37kl7\n6fLlzoZdPRtI9IWHgA6m7cNzPNC1s8n49oLJygfwAj42vNraBggBPGOChGy/+5CMc/ebfTjhmGOc\nzcskm90gK0Zi+2TmHAvcsmu3s2mzebgf6bOB2YM//WlnE/f1wahw332pzdix3sakYItDhvgdqCNi\nDpNhD5uJjIpkJ9z8aBoWnbajD/aNvMYE5FiWRSPoAYDdv3NG0l62zItCNo35rOvbsyqdBweT6lp3\n3pkGACsr/fmuqvJBQns3xjhEAUEhhNje0OIshBA5RIuzEELkEC3OQgiRQ/IRECRlqiIJOjQa1aDX\nNwE2yVR3YtOb9NmzcDux8ZorYKFpswiALc5zNbHxYR+eSc0yrHNn1/f06tVJm6n/LKRwFg0ITixh\nrAuG+SjLHTNYSCzF6vpYwJdl2LPXju13G9Jnr1XPkSP92CZL2zPjxzsbokd013wusznpJNdXZwLh\nL5PtWCDRZjX8G7Gx+8mCm8eRvoEm0+ODc/3RHLePL0EVTTD12hePcDaV30jLclX9T6Oz+dTXfSBx\nnWn3JXfeDhX+7n+0Jg2qP3yZr4v1i1/Y4/P7BPQjfWkJLCkEhRBiO0SLsxBC5BAtzkIIkUPy4XNm\nIhRSWaHuK19J2lVkKJtU6xBiw/ymR5v2M8RmIOmzPkFWecWKMljVE5YBznrdma/c14vxvsS2xMZ+\nK+9CbJgwpYtpH0hsfC4wfz5ZZj57vDZLHRuHbefrhADem+yrs7CxrRCGXV9Wg8Ne8yOIzX5nneX6\nbvr975P2HmQ7FkOw++lzFfqMeuft573XE+bMcX3vmjar5MMEQ5/s1i1pxwsvcjbxkUeSdtlUH0na\n9PN7/OA//GHSXEAyIb5J/NADl6b+43a9y5xNV8xO2g8TL/9+ZOxdkVa2kc9ZCCG2Q7Q4CyFEDtHi\nLIQQOUSLsxBC5JBcBARZmaoXSXmeyaZNEkq5ANm5xIYJTOxr5u2JDeuz5Z7Y6+r29Xz28j8rf2TH\nZt+ku5I+X7zLY8diY7Pglw1KksJd8CEWH9zrRmxqTJsJTnwxJB+4ZPvNxBz2mNm5tIFSdm7Z9bRj\n+XyCfD/teWLBNzYP7RxjwU17vKcQmymkz2ZVZNf88nHjXN+iSZOSNgtS2gyNrMQak3vYfbjABPEA\nYNOx3/EbnpIe9e9M6S4A+IqZLZeTWXfCc168MvSgNFOdstIJIcR2iBZnIYTIIVqchRAih+TC5yyE\nECJFT85CCJFDtDgLIUQO0eIshBA5RIuzEELkEC3OQgiRQ7Q4CyFEDtHiLIQQOUSLsxBC5BAtzkII\nkUO0OAshRA7R4iyEEDlEi7MQQuQQLc5CCJFDtDgLIUQO0eIshBA5RIuzEELkEC3OQgiRQ7Q4CyFE\nDtHiLIQQOUSLsxBC5BAtzkIIkUO0OAshRA7R4iyEEDlEi7MQQuQQLc5CCJFDtDgLIUQO0eIshBA5\nRIuzEELkEC3OQgiRQ/4fsUwOsEibEvEAAAAASUVORK5CYII=\n", | |
"text/plain": [ | |
"<matplotlib.figure.Figure at 0x11353b518>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"fingerprint_wsls(turns=100, repetitions=20, step=0.015);" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 7, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"name": "stderr", | |
"output_type": "stream", | |
"text": [] | |
}, | |
{ | |
"data": { | |
"image/png": 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wPYkNi86xgRrMd1smm95o0mfHhWWgY/5kk/qQbldm3wwiduwDenMWQogM0eIs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\n", | |
"text/plain": [ | |
"<matplotlib.figure.Figure at 0x1134dcc50>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"fingerprint_wsls(turns=200, repetitions=50, step=0.015);" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 8, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"name": "stderr", | |
"output_type": "stream", | |
"text": [] | |
}, | |
{ | |
"data": { | |
"image/png": 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AWIzmm8guNL9CAA4/Hpjb0YQu3p5SmovmK/+3xMMPAH+DJib/iZTShXjiZ33PAfC7JW+X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\n", | |
"text/plain": [ | |
"<matplotlib.figure.Figure at 0x1050c29e8>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"fingerprint_wsls(turns=500, repetitions=100, step=0.015);" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [] | |
} | |
], | |
"metadata": { | |
"anaconda-cloud": {}, | |
"kernelspec": { | |
"display_name": "Python [default]", | |
"language": "python", | |
"name": "python3" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 3 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython3", | |
"version": "3.5.2" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 1 | |
} |
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