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@jzuhone
Created May 22, 2014 13:07
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{
"metadata": {
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"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": [
"%matplotlib inline\n",
"import yt\n",
"from yt.initial_conditions.fluid_operators import *"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 1
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"data = {}\n",
"data[\"density\"] = np.ones((128,128,128)), \"g/cm**3\"\n",
"ds = yt.load_uniform_grid(data, (128,128,128), nprocs=8)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-22 09:06:49,116 Parameters: current_time = 0.0\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-22 09:06:49,117 Parameters: domain_dimensions = [128 128 128]\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-22 09:06:49,118 Parameters: domain_left_edge = [ 0. 0. 0.]\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-22 09:06:49,119 Parameters: domain_right_edge = [ 1. 1. 1.]\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-22 09:06:49,120 Parameters: cosmological_simulation = 0.0\n"
]
}
],
"prompt_number": 2
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"dk = TopHatDisk(0.25, ds.arr([0.5,0.5,0.5], \"code_length\"), 0.25, {\"density\" : ds.quan(3.0,\"g/cm**3\")})"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 3
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"tr = TranslationModifier(ds.arr([0.1,0.1,0.1], \"code_length\"))\n",
"rt = RotationModifier([1.0,1.0,1.0])"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 4
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"tot = OperatorModifier.chain_modifiers(rt, tr)"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 5
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"tot_dk = ModifiedOperator(dk, tot)"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 6
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"tot_dk.add(ds)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-22 09:06:49,237 Loading field plugins.\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-22 09:06:49,238 Loaded angular_momentum (8 new fields)\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-22 09:06:49,239 Loaded astro (14 new fields)\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-22 09:06:49,240 Loaded cosmology (20 new fields)\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-22 09:06:49,241 Loaded fluid (56 new fields)\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-22 09:06:49,242 Loaded fluid_vector (88 new fields)\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-22 09:06:49,243 Loaded geometric (103 new fields)\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-22 09:06:49,243 Loaded local (103 new fields)\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-22 09:06:49,244 Loaded magnetic_field (109 new fields)\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-22 09:06:49,245 Loaded species (109 new fields)\n"
]
}
],
"prompt_number": 7
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"slc = yt.ProjectionPlot(ds, \"y\", [\"density\"])"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-22 09:06:50,525 Projection completed\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-22 09:06:50,527 xlim = 0.000000 1.000000\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-22 09:06:50,528 ylim = 0.000000 1.000000\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-22 09:06:50,529 Making a fixed resolution buffer of (('gas', 'density')) 800 by 800\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-22 09:06:50,537 xlim = 0.000000 1.000000\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-22 09:06:50,538 ylim = 0.000000 1.000000\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-22 09:06:50,539 Making a fixed resolution buffer of (('gas', 'density')) 800 by 800\n"
]
},
{
"output_type": "stream",
"stream": "stderr",
"text": [
"yt : [INFO ] 2014-05-22 09:06:50,556 Making a fixed resolution buffer of (('gas', 'density')) 800 by 800\n"
]
}
],
"prompt_number": 8
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"slc.show()"
],
"language": "python",
"metadata": {},
"outputs": [
{
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H/8xP/dzP/e4p2kYhmEYhvFs4h/xj/HI2Gq5y3/4D/8BINOSv/baawC88847vP3229l2Xdfx1a9+lX/yT/4J3/jGNx7/RA3DMB6Sb7/8At+5fXPTUTTwk/89TD9ad/3wC5Ev3txop/fqgr/1ei0qeo4KGJePJ+3LwSJmhYlSQlwWKjpDS35vLvNsz9re9mk0oS+UlHL3WGrS20Cmbb+/iLRBj5H7/2j2EV3SNWsj84XKk66LGYUSZntykrP9AW37GUWRQtFvp+10aQGmGuapHQ/3bolCSTEUzL20Mz+6CmGjW/e0VGz0747ImHtUHIs+XXG05lDo1iuO2eUHYkxLLfTvjsBl/guGYXxyttpJX2nJ9/bkH8Td3f4P1Pe///3B7b72ta/xy7/8y0yn08HfG4ZhGE8fKzBvGFtAYTldt5WtfjExGvUR687JG8gvc4rVdZ1t87u/+7scHx/zkz/5k49/goZhGMZDY66BYRjGyWz1SvqLL74IwMHBgehftW/fvi36Z7MZX/va1/iN3/iNzFbMSlEbhmEYTxP7q2wYW4AVM9pattpJ/7Ef+zEAvve97/H5z39+3f/nf/7nAPzIj/yIGP/bv/3b/Mt/+S+5evXquq/rej3d22+/jfee+/fvD+7r23x7/e/ry/8ZhmE8Smbs8yeTv0ZIXmLevfFteH0TO+N8x6svHDEeb9aZ377u+eFrm2/SaeW4ueMo/WbMpIRJ9cnXptsAjRKgTyontNtdjKIdl/tPtwoRkae8R85vUsFevemLEeZdJF1TaQJU6p1vVLbbAGUyJsRl4aSkWFATohizmndqZ9rBUbHpiNEx80fCTgwlwXUIfJA50Nu6jy1Yb+SgaFWe9BKcOkEuSG17M5bt6GFyTxY5CsWAnShyqce2ol1scqk7Ig0ToUF3A49Mno6CRTImMGcf/XiVFk7qx0iJqqcR9h1hsDCS8fj5YPk/49lgq530n/mZn+HatWt8/etf5ytf+cq6/+tf/zo//uM/nqVX/PKXv8wf/dEfib6vf/3r/L2/9/f4rd/6rWzlPeUzfObRTt4wDENxxBX+89s/EH4Xn/5DePP/XTe9h7dfcuwkzuvnb5Z89vpmo3HpeHW/IClKyqh8NIGjiw6Om9PXuI/byKI7dQizNmZBoYXzHzsAtQmRI+XPlR7axHGetVE8oIQIdRGUI+8YFXLnpZfBpbPWMa3SANTI/XKh7Cw4LGTRH4o2DxytkjHRQTXPnfRCHVjRyODS+W7vqK9xva0uebscyv4hQRxYI/YVFzt0i5eTARGIWcCnpmQuHPlAqRxyWexo1XfEFdFXcyj2VdCak/6U0IuQ3+E7p4w2njZbrUkvioJ/+A//Ib/xG7/BbNb/wfvLv/xL/vW//tf8o3/0jwD4tV/7Nb74xS/ywQcfMB6PeeONN8TPSy+9BPQZYd54442ndiyGYRjAslx8+vOwdh7RfB4TWz69c7P9x/G0RUPbf4aMM7AUjFvLVq+kA/z9v//3GY1G/OIv/iJf+MIXeOedd/jn//yf87M/+7MA3Llzh/fff5/5fH6iDR14ahiGYRjGo+BpPyQYxvPL1jvpAL/0S7/EL/3SLw3+7td//df59V//9RO3/emf/um1Lt0wDONJ0jChZaMFnrHfyyD8xrEpyoYi+UtcOBiVjlGSFq3yUnNduL6dZk4rnHuoTGraxVrZTtH5zwuHkNoA6Nh8PzCm9MsXCcm+0+0ceTY47xzeRdUnbReu75NzdMTkPMc4NKZXj6zbXo5xrpcfpeqkGPu+lOC1Rr3rf9YbOXCdmoCTY6DXlqfH6kJux3e9Nv2T2CFCkFryvtdl7XRMXApc3Lrd25Bj4qDd1La2s7FmPBUscHRreSacdMMwjGeRb7mf5fuvbArGtHUgfOl/FVrkV166z6dubdyV0sNPvVKyW28cnVf2Pbf3PI7elakKuL3jhc9XBPAfN4uVc1IfD8QKQpTuU4N01MMycHQ1n0hfmCjd/aKL7LXSdtPF9TaOPkg01bZH4P5cFk5qushRIyc5LoOYz6yVOvpAZKdymR2tkZ9WUejNFyFmRZF21Jg2RB7UUr99t75P6DbnrO0K2vkoGeFgfiCCOQkFVEdIIrSJBt03KijU9cWNhB2f23G3YJHUCSkWSCfY0c73oK2SHo9LCzABnoBncxFL5BtrR+SYyyzYEX0dIzRpAGqxtrmZU0mDN526YQjMSTcMw3hMPHA3md3aBIUy/QiufA/8xvHZ2XPcmG4cvMLD1YlnNwkc3R850a4KqFDyzwAop/hMXMQ7l8mK9cJaUSKyuegNeodZBnw65wjqoWGklsmLVq6Ih2V2l3Rf3jk6ZacNTjjOOsVuiI6mk8514VwWtDrvoEgmXQRHSLZZZahp1JhWvVqYddD59OAbOSa6ZYBn8kQSir6iaIpvxb1B6fIA1FDkdlodyLqAopbbpXZwvXPv5Zi4kM51y4giudaOQBBuQ6SjzoJJW+RxBUoRmOqWfamTHj/2zWs8MkxHvrXYpTEMwzCeCiZwMAzDOBlbSTcMwzAMw7ioPEwwi/FEMCfdMAzjEdBR8l+KL9L6zZ/VO/UluPn/rdtuepebl1tcIle4fank1f3NS83CO65NHDtJ3u+92rGTKAjGhcNp+W4bP77cZbXbM76j/UCwpLYTKyc06ZWPWaBmjAjJSeHdgAbcqTzpecBnp+QmpXeQ1veJsFPJfS06MpnKTi0LHs1aGc4YYq9vb5IxbciLNO3V0nblnZBvRKDliKjypMd2Ig3Vh1LK0tUysnU1N6FJL6FRdkbKTjvO7YSij4xdzTF4WrcvzBSxBSF3iSIQehUCKvOt9xKYlAVTKhFc2qgCR5GCNsvV7k0CY1xwzEk3DMN4BLRuxDdfew1ufHfT+dY/gDf+3bo5HQV+6tWSwm0clrdvlHzuxkYF7h28eaUQhYlu7XmSMEDogHsB4dN0nO2kZ0J2yEQnBaArlx7LJn5pa4WDcS217ZPCcUmt0AWlbW8DHNbSSc+LGcGRKq40KvKKozvKztFCBqC2IbI/kgd/dyZ167M2Mk/l3hEm83xfe5Wcz925LIo0b+FSKzPL3B8taLrNk0TXlhy0SpO+56FLIgK6ug8UXRtyMNqVTnpX9cWTUqKThZO6GsapHQ/3O5jtib5ORRHPDy5TstGyd5RZBpiSuXCm+2qiCyTSke9tBlXl1FEol2TMcIVww7gomJNuGIZhPBHspbphbCEWnbi12KUxDMMwnggWKGoYhnF+bCXdMAzDeCLYSrphbCFWzGhrMSfdMAzjIfjWq7f47q3rm45qBn/9V2Fyd9312Rcjn0/05vujgp95oxbJFG7tem7tbl5qegevX/K9xnzFgwhHyTp0B9yJcmk6QJYIXGvLNY5eW54NU3ZqZPRmycAX+9nadlfLrqpwTNIOB+1YKpWHNOnXJu5MLfn9eci05IeZnSFNutS2P5g7mjPs9Nr2KMckAbFdhPcOArM2HdNRlB8IO/fmHyhNegXz3U07enhwUxYqCoUojtUfyC6ERLe+2IF7LyQDHJQzmae9K+GDN4WZrmjpUm17O+Z49nIyIjLhI2qORN9dbgs7e7wvNOkFLS0TSAJHp9yl5lDYMU26cdExJ90wDMMwjIfE3o8885jweWuxS2MYhmEYxkNikQaG8biwlXTDMAzDMB4SW0l/5rHl2q3FnHTDMIwzmLHPd8c/Kvo+vPEn8OrvrNu+arh945jxeOO0fOaa59NXNxrjncpxY+rwSRGZ61PH9alydI6i1KTPlCY9LPu0Jl0V6xE2oPendG2cbqAv87tcX9FoRUu+jdaoFw5R3WiIEpnr3YEvZL51B7hSaduRh1oXcJTkiI8xAi7TpBfKGSmczIFeFwhte4z9vrQmXdsJMdKKokjQdPL3uyNHnZyjNuSXy7tIlySSnzUNizBPJuRgdAA+PdiBqL+ukAnpIzC5lwxYzjXV1hctTD+SdlyUGvmmgbYmvUBtVxHjRjfviJRIjfyCHaVJX6hiRtAyEmMA5uyKdsXMChwZFwpz0g3DMM7gkGv86Rfuyc4f/kN4/bfXzbKIfP427NRu7Tx/8YWSH762cXImFby6X6SFHrk6UkV/In2gaBoEehThINl3iHAYUQUaB9BeIGcHk5bk3wxnKRqGAlCLCK0uFTowRgWO+iqKMb6AUs15NHHCB22CY9LE9TRDdIwKXcwIJkun1C0PqfI6uNSJoNAQ+8qpXfI81IXIJPElHVB5v3bkHX1g6UIEoDquLu2n8ykLeQHrQp7qB/OOH3RJUGZ0MHWq4mgBhSoe1I6gTZ4Sikae9+j77dK9RQ9770s71ayvVrpiPpP7jp5mtk/TpU56UAGg/UOuS54YK2YUtOv9OyIVx8oBjxxxVdjZ4/vmpBsXCnPSDcMwzsTJ1Uvoy667IIe4ZVH5pUPknKi8jlsWnR8o9P7xiDw+KfAzIDHW58yd8d/Vvx/qvC89epd0uIGTdJq988znXPM676TPHHfOi+z0uLPa5yMuz6Bbtwd3/lC2jYegsHO9rZgSyTAM4wnyDPjAhmEYxhZgK+mGYRiKlpqOTQ7pBVMoF6Quti86fCLXrQqovKNKlj5KJxepvOv1zOnqiAPpuUd6MXTWN9D+uB7/ebd5mAXToW3OsxD7MGNQq9JOpnGHvH3SGO9ObkN/reIZY/I3JnJMXLbPYyc91nxMJLig3uC4fMU7GxPOHrPq06TbuajGuAHbkRjl+l9cv0PKjCdjPFF8MiL5arrLxgy91TA+JlbMaGsxJ90wDEPxh/5nef/WRt7S1MCXfo3Ug/rUK3d5OakPMyocP/VqyU6in37tUsFLexunoi7g5R0vHLriOMJBqg2OcE8Fjh6iAkcjHCtHviPXqJfkfo5+f6q/BQaKEGUOnh/YrkV5vMjARIBGjSnVmLW2PT1BQCXtuMpRpg9DHupKumuT0hGSwNW+CJGczqj0hMBa0jLvZOGkGOGgjjSJvryLMFnIk9iFRNvuoPLg3WZMBA4WMQtknVTCDM4FZskcvXd4t7kRInAwP6DpEue2K1gEdTH23l8GeC5ZTOQTAssnhnES6BBdr0GXM4I26SuP+3thbcv1AadJwaUIHM2uCSsTPqJkvt4m4miYCAf7mEDDJNkqD0A95FoWgDrmnjnqxnOLOemGYRiK+/4Fjl/+d5uOnTtw9T+LMbv7jhd2pAN+feqFk35p5NirN+2q6P1f4QJ3SEc1Agukk95EOSYsf5/6Ji3QKmfF6Z2RVyXVC5ZDC5gaTz6oQGZziQNjPHlKkyyVC/KhICKddugzzaQPJN7h1euJUdGvs65oQ37oXZDZXfTBhwhtiBRO2mnVN2dVOFwy51A4xsmYGPt4y0456YtOHlflHV2R2AGmyf0U6QNXiyTTTvCOha44Ws7BpWlqfO9Mr9tuOUYFjtbHuZ2ozn3qyK/sqGDSlktik45KBHw6CjqqxLmOtNTZKnmnXJSWmpAt+6rXD8bHx4TPW4tdGsMwDMMwDMPYMmwl3TAMwzAM46JimvStxZx0wzAuNB01f+HepnUbDe9H9VW4/h83g3Y+4ua+rAx0a6/kdqI3rwrHlbET8oSd2jFNlACTyuEa5Nv5hl7ekrJAajMapVHvYr7NkCZ9EfOIxhRH/z5Vy12GtO2oMelBrCIlUztejQHonHx/2zCgd3cb2cs6aHRgjJhfhEb2lRViX95BVFr7RRdV4KgjJvsKsb9mtcjJjsiBDr0kZZaoSbyLhKhkKjGKKXoHtTqOncpJyb5XdiJURRRno3MRp2QqMZRAkt+8nEOt8q0DdMmkQwHzKZsT76A6lteniVAdJWOWEpm0oFL0cCxvzhi8CMR2xKXcZT0CT5dpy6VGHTwNZXLjd5RECvQN7M4uIGAYzwTmpBuGcaGZ+Sm/+8YrcO3PNp0/9Kvw+tfXzd1x4L9+TUb56UJFhYdPXykYJ9Uxb+15pulGHfBRkD7nYUTUfonA/ZBXHE1lxx154GggF12vDa4mqZxkx9JRPmUbgJFywAtyO7oKaUHmONNGuZ0HFuohYhFzOzqQtY35A0ESJzk0n8LDtJZu7CQDAAAgAElEQVR2Jrs+C+bUxYyOmii05LM2Zlry61NdqChymPipIcLeSGrS5x2EKJ3JgKdNNPtd6ANOUzvveThu0jGRsC+LB92LTub1Lxcqz7/rHfIuOWmh7IsgadKg1Pk0D0AFGD/YdEUPjbSzOLhMyUbL3lEt9eeb4xhzn5ojsd0BN/LpcJz8u2TOkXDK+0JJ+gnWMJ5NzEk3DMMwDMO4qFh04tZil8YwDMMwDMMwtgxbSTcMw7jInJVu0TCM55vC/ghsK+akG4ZxofiDT73Ef7pxddMxPoAv/48wvrfu+tytwGdvbF40XhoV/O03a+HPvrznRZ70wsOn9r0IunQPlkWHVnTAh0rvfajGxGVfKleeR0jrzET64kapqQW9njulJtduD6WZRo3R3wxz1VZBmfhlX7YvPR83vF3K6Bxz1sdVqjmviyIlfUW+L1dLuXvlHWOlW39QwCK5FjvBMSrlmHtzeZzzNvIguRYxwgdHjlmSx74NfW79lLszWfDoqIm8d7DpCBGqQuromy7i70tte+EP6LqNTn3eRWZzdYIe3IDFzqYreplbHeDeS9AmAaijAxgdJ/fd0k5SzIjg4UjlSS86ui452PkuoSnZGOoDSWfspTPMqJjRJRfR09IyWttxwJSPqDkQ2425P2DNMLYfc9INw7hQBBwhTaHhlkF2fuOgOB/xbuNUeJcvNmWl4FV7TRz4t47vHBpz0u9PY8juWYtkD1MH5rT5f1LOM+eHtXuOfbkTGyd3D7XPHDNQZ0r3nWRXjnGDdtKsLM7FgQJR5OhMO7q92tht/pmk4DmFs36fH1kc2CaecabPMxNjABM+by12aQzDMAzDMAxjy7CVdMMwjG3C5KGGYTxJrJjR1mJOumEYzy0z9vmz8RdE393r34WXf2/dLuoZt67NqUcb7/jTVzyvX9l8c+1VjqsT+eLx2sRxdbLZxkOvE0/lwbMBTfpMacnnsS8SsyLSa8t1waNEz0xY9sWkryXPk95q/UTM35/qdnADmgGVlzwux63tLm0LLbnLiyLp/Z/0LlfbqQZEDOm2wclzsZqj2Jcblm9obXshj2vkHWVipwsRr3RNXez14isK3xc9Wk8vwk4NZeIMdYFMqDJr+0uWHsJeLeUcIfY51tdTdJHdUT6fVuR2hzZN0h4dbX1ITDXooYAm0Z9Dn/+8WCXSj30e9a4Sdijnqs/D5K60E8o+AGA9pqANyb4iuKBztEc65aI0TJf51Xs8LZ42KYIU6ahF4SQga/fbWMEjY/sxJ90wjOeWA27wJ2/PZOfn/hBe/Z11s67gCy8HUSn0R14oeSspVDQp4dV9L1yq62PH5VJ5VHejdJSPIiKGLUQ40AGfMQ/MnCGLGTVqTCR39gO5UzwfcEo1ulBQGeW+QTrksAwcVbZVgR+KOFCpdKAoUvqA4pZ2xJiY2w4oBzzKwkmDxZWi9IAhD0CtkcflYFTL+cTSMVYBqJWXz1BHC1m4KESIMdIk57ELfRBoynEbRDGjyjtxoCFAFwJFsrMuOG5OpZ2RjzTJQ8vxog8wXR9DjBzxgDYJLqUrZSApQLzb969YTGXBo+j6SqYx2X/0sP++tNOOwSdOedHSubSol4PjCTE5P46YVRydEXBJebCSOQUL4aQ3TDMHXBc3qlUBJMPYVsxJNwzjOcb11RZTikYEieLBO6/Kw5OVi9eV6DPOE7F2nqDQh7XzsOggwk9yHE8q4PNR2TlvYO0ZY9wJi/Tr35+7Mx8jXoQMBCefGICazmcwilWFWZ4UJHrWBciOY2iboXbYHMzAOT55rzq01iWj3SP9aFwYLDpxa7FLYxiGsU2YJn270NfDvEDDMJ4QtpJuGMZzQ6AkJFFQLXWfXjHB+4hLlicK12uIUymy93olnWwlfb0YuSLS66KzPjXJ8y40flzOs0p/3geAR+GIPsxbg/Pm0NPjTrLzSR3sofkMnMMsLaJe3XYDKTvj8AL30DpxNkbbOWFOJ23D4DZxYDV94ES75B53p22XTkCNWR38SpLjVqvhg0v+idU83aQc19sYTtVonIgFjm4t5qQbhvHc8AfFz/L+zc0X8rx28KP/ixjzxqsf8uLNTXtSOv7GK6XQpH/qcsFLuxtPvi7g9rK9cifKo9gXHVoRItyLUhd+gAocjb1OPWV+gt48tbMg15fLZ49e266UPdmYgtx7q5S36AFVrIdWjSkGxgzZ0Rrws+w4+nOUzUcdR416iiIPLm0HxjTaeXTKQYl5QGwTxTtn56FSOv6d2glNeqEe8kKEaeWFTn3RQVS66Bs7jjbZ/5GabwSc88xTTXqE6Sxubsx+jyK4tCoczsmiSD84jBw1mxskxsBs773NcUfABRlM6iLM0yAL1+vSR0lf9DKQFGD/Pallb5a68rg6VkdoapouKYpE5IjL6vgdZXKTRzwLdoQmHaBBBqGWNKo9x2cfDsPYPsxJNwzjueFucZOjV39707H7AVz7MzFm/7LjVuKAT0rHzR0vnPQrY8d+kjGjLlD5IeiDK9MKn4HeSdYBn3qMDspsyZ3pTo3rYj4mKIczMJDdBens60qhkC/7FuQro/o1QhwY8zB21sZWNpZjMo38gJ00wNOTLw17ZMaXsNpBQlCrt/r1yGo+6Tn0ZMdV1G7jbwKj0onsKiH2P6mT7lzMCmSNB7ark6qtMcKokFlhQoRW3ZzjuROHHovIuJTbjErUviKz+lgaKpo+60vaLtIb0fXZXUShJL/MCJNQH+d9RSOc9OgjUS3ptshsM4EjuuRiODo6KhEEqjO59H3m6pzKmQE3xtPCNOmGYRiGcRKmQTcM4ylhj5eGYRiGYRgXFdOkby3mpBuG8UzSMuL7fK4PDl1yt7wBV/98M2j3A67tSX3JC7ulkLuMSselkRNyl2nlmCSy2mnlULLWvp32rQoMpZKTJuayFW2nI89vrmUqWiITl2PSVV69zWq7dExDL3nRY7S8JAuWjKe/EnfJT4p+V9sqOzqX+WqOmWxmYM5Z4OgZspmC/Buvoc8Lv7YzlM9wQCOvdCou9LnS122HuJ9i7IsgpancI/KeA1gEmUSw8qtc6ZvDHJeo4kowa+UFq5UkBtcXNFoRIoyLSEzuhS7Cg4XSVBVNX4hoRbmAKpXEOOgKhNYneqhUbYJG5junnPeymUTuktuG2EjvMVIISUygzOQuLSP0DRyUF9pRUYgPYrS86cZWYk66YRjPJEfFHu+8+RJcSZzyz/x38Nq/Xzd3J4G/+Snplf7orZI3k2qilYcfulYySr7HX9rzsoxKB9xRX+IHEY6SdgTuBelQz5RT3pEHjg4FfOrKpVpvPlS5dEFuRwdKFuRFf8qBMfqbIYioxGWgpt4XuVOsx1TKTkn+0FKSO8XazmhgTOqHuaXd9CGhZEDgqTzyUgXxOkAVM+qrkiozRzK4tPSOMpVGewiVY55c01EBbldOKMbAceInj0pHpTTpR00UWvKmg7mKRbi160XF0weLCHHTEYHSe7FdG2Deynv83uiBzI5UzmQ7OvA3Yb4r+y7/BRkiALXtq5mmzr1rYfKRsLP4wQ8JEyVzquRidNQEStJ7aspdanWBFuyo9rHIAONpqTkmfzo1jKeLOemGYTyjPKfBTuYnbBdDmQGNLcE+LI8Ei07cWuzSGIbxjGJf0IZhGMbzi62kG4bxjGLLm4ZhGJ8YCxzdWsxJNwzjmeD3P/US717bFDeJk/vw174K43vrvs/dbnjr+uYF4eVxwd9+Q+ZNfu2S58bUr+u1VAW8tudxaQ7rB7HXfK/ogA/Vyv2hKkwUybXks4FCRYfKzhyZS52htuqL9Hr4dFhHnid9wcALBxVgWXNmYGQ2nyFddjVgJ9Okq/aQbv08mnStvdfzccBE9TXkAbiVCmT15Anxz2UH+V66Jjvvu5VjNzkOHUML4L2nTWzPuygCPrsI7x8GjpNYgy5C4eXF+MuDwHESTDoqYKdKAi6Xdo6S69oGOJjISXt/RNdtAi9mC8/ivs6T3shE7aGAO/K4WExk8OjoEKq5DBw9uAHHl6Ttow+EmePjPY7D5m9AwZwd7rD60DlgRkdUIoE5e6JdMadLbipPS6AUQbslc4rsRjOMJ4s56YZhPBO0hWdRJs5I5aA+EpkkiiJSF5sxddH/pJReZsco3dIn1RlOdOCmTv4QyDOM6MwoZ7WhjwY8S7lzkp3zKH7OY/u0fT3smJO2exz7OmnMmef+jDHuHGPOaWeoUH1Wf8mpZwY34Mg7uZ0nH6PrSp3HjnND84miAGuf6UYdvAuIJ9yBYk/Zdi6C65IduqUd9SDq5IeuD/ZMHXBPxK0z2cSlrajO9lA77dPtoW2ea0z4vLXYpTEMwzAMwzCMLcNW0g3DMAzDMC4qp9VAMJ4q5qQbhrF1zNjnz0efEX33r/0ZvPStdbsYH/LClQXVaDPm9SsFr13avCDcGzmujOUX0JWJ58okzZEMzJA643ns+1Z0y76UhcqBHpft9A19q+wG8iJEuphRjMOFilIpcCDXRXfx/JKcFP0+1ZPbGSpUpO24KPUSet9DZDbojz+1MxTUpucz1NbFnYaKIoE8/kK1Hb14PNV8+AE7eo5thIXKR6/OswemaruIIyR9RdsXQVoRIkxLJ+tBBZipfPiTEorkHM5aaFM7QO1hkczJO9ip5YEdt1GEJ4QQaUdpcQBHiOrAgodCablHB+CTG7atoU2CGKLrCxylRZCi67dLacbicxAidEEWM+ool7nTSfpkUEPDhJBckIKGgkbYKbIE/obx5DEn3TCMreMBL/DHb6vOz/0+vPz76+a4jvyVVwKTpNTjj75Y8ubVjZczLeG1S9ITujlxXEorPXbA3dh/4684jHCYbNTFvnhRyizKAMYIHCtHWRcqCuRFiELMHe45cj66UFEkDxLtGKhmqvfFcPXSFE/uuEfyQkU64LJDaoo9A0WRVFtXQHX0AQKpnaHg0qDmU6EK4ywnreecPdioOVcD4m0HeHVc2o4+HxF5/VYPEcn58B6myike14hCRaNGtuPSZJs8NCxC5LiVdq4jA1CP2kgTkmJGEcaVE4cRI9yc+vV0IzBvoUmOoy4izm2c9EAfvxxS7XjwfWBoSvTQJQ53M4EuibaNQDPtx623AfZ+IO2Esg9CXTWbKc1inAR8xqWzLS/QgimaMvlAFSzwtMJJLy1o1NgCzEk3DGPriPisRDjlQlQ7dB4K78VKX+FkYpLCu0Gf68zgzfMEC548+ZPb5w2CPMvm0KCHDSLVDvjDENV/P6mdRz32tPEPY+eTHucJ6IDP7AWGywM8/TpsMukbCgpNfr+65Lov/ay4ge10sGv/7KJOiDvhJnfqg7B6a7K2rO2oh7WVbd233nb17/S/nNiOg2f6gso+LAXj1mKBo4ZhGNvEBfUTjAuE3eOGcS5sJd0wjKdOVKtYkYFVNMhXFQf6hsama20DO390PApbj2mV1nhIHuYNxcO+1XhMnMcnfqp+8+DOH98Jso+YwlbStxZz0g3DeOr8fvFz/ODaRng8qwv40v8sxrz1xve5cW3T3q0df+PVkkm5+YZ/40rBrd3NC8K6gFf25AvD8kjpy0OE+0oXfkCvL1/RRVm4CIY16TOtSScvQqT1zAtUACq5tj0gNeiBvKCPHgNLbXvS7uiDGlc4eh22SKoNlMpOUF5UMTCmIk/gPRRQKXTiTgbEQl9gSM+nUfufxNM14NDb1fNRAZZMnZzjIuYeXK3sFMv9pxyrh8pyaXuFo7+mheprpR03cSQ1h9gpHW5n044R7hzDLNmu9vDCjrzHPzgOLJIxDsf+KH0IBue8sNMFCFEGDdzac8wTvftRE0lvqBihaRYcpzdZdLD/nrCD7/qgz7Q9OpBxBBGoUy27W+rWE2a7fX719ZBA21wTdnp9ufyQHXJNtKd4QlJlLFBSMxVa9gVzvLo5K5QEzzAeM+akG4bx1Pmovs7h6+9sOvZ+ADe+K8ZcueS4nTjcu7XjxV0vnPSrY8elxBmpi7yAJC3ScQ70mVyygE81ZijoMP0OXzng6bgu5sGc2pnsYu6o6owvQTntkUzCO5hNpSV37tP5OfI3FgV5VRviQDDpQPYSXYxGL5FmAsuBNc2sEs/AHDvlFAfl7A/NJwzMp8u7pC56OR+v9h8H7IhjYOA8I6/9UBWigDhHpUPc3xEYN9JM8LCrbvL7C0eX3C9lEUVRrxhhXCDU7G2AQl2faemo1BQfJA8aMUJRBCiSmzy6vshYStEg0tZ0Td+Xnsdqpu4fJ+2u7KR95YKgUvIEymXfhoaxaHfIjDCOQEeJU3Z0Vpjn1kk34fPWYpfGMAzDMIwnh2nSDeNc2Eq6YRiGYRhPDhOFbxe2XLu1mJNuGMYTpWHC+/yQeJV8v7wKV763GbT3A67uSg3Bzd2SFxPt7bRyXKod4+R9/KRyTJI31NPK5XKTFtm3KjCUykLaeLZsJStCRF5AZygn+VnFjFZ9MZ485qRUjnp/WlqjkRLjHi3VWPWdlgbSASpXdy+bOUPb3pKvqg5JUAbPT9IuVR5Jt9p/MmbIEemilFyUahvHsIxI3wvFgEZexwdoCdHQ9RqYT5VIWULsJSmpbr3T54Y+zKBNjrfyUHkpmymLKE6rc8vPS0LTrUYv7QzcF1UZqJL7LEZHu1D6raLpc5yvj2sO5TGimFFXSklMdH01J2GnlX2hBd+I/OpdqGmYiM0qUZkMAoWQxAQKorphOqpM7mIYTxpz0g3DeKI8KC7zzqdvweV3N52f/R/g1d9ZN/cmgb/1uvyC/PHbpShMVBeOt64WjJLv9Zf2vPx67oA7yot5EBHS0gDcDdIRnCmnvCMPHJ3HPODz6IyAzw4ZkAp5oSLIAgppyB06PWZBXhU107aTO4/a4RwK+NS+Sunyb49yIOBzoRzTkQ4cRQaFOvKA1HL1iwSn9+V6Rzm1ox8ABjNYqKePUo1zwET16esAvYebzrtFPrSsjktXN9UPI4fqOFQwrgeujR0h2bAZCPg8bJx4JhiVjqpIHWkYHcNhEkgbIkRdPZTAUXJ/OODSWDr7tYerSQXfEOHP2gfSzGhP1DignC3bSV7zg+sw29+MiQ5Gys70I1m51Ld9XzLvZnaJppWBolpLvmBHVCUNVMw5Ejp1XdwIYIcPMYwniTnphmE8s5i01TCeF+zT/NQo7NxvK6ZEMgzjmcWkrYbxvGCfZsPQ2Eq6YRiGYRjGRcWKGW0t5qQbhvFY+b3Xb/P9y3vrdti5Bz/6azDe6E0/9/Ixr1/fvNi7Mi74mTekEPrNKwXXJpsxoxJe2fUiNrF4EKUuuwU+jFJ6fBilLjwu+7QmPdWJh+WYlDkylzrkxXL0mAgcMRA4qsYs1JigAllX+nedJ13rpfV89JhIXsCndLkuvCHXd6fvYYd07AW5lr0Z2E63J072Deno64H5aC15pwoVefJAWj2/GqiVljwq/XvJcNCu3n+l2hOXj4nK0C7y2AdiEYqJwyff3C7C3kjKFW47vwz67DluI+8dSH11VXjmiUy8jXkU8cHCMU7ytM/rSFVITfqdo8D95B4PEfYmctIP3LuyMFEzgfs3kYGjVZ4nfXpPHvxiCsXqg+lgXPZBqKuTFoHDazDbI/3Qzw93hZmCRgSFdiwomSlNeh4xPEfaqZhlBY8M41FiTrphGI+VRVlwXCdf0CNgcq+vOLikqiPTJGXFTpVnmhgVThRk6TNWkGc9Sf2DwHBmEL2N/j7W/spgNpU47Kzp9ml2T7KjbZ1kV495mPnovqAyjJzHjirCc+p8TptzOMeYofmcZ//ntfOwY0SqlBPGDNk6bczg/ZInoNE1kUov/f/C52MKp4oXBZeN8U5uV7jedjo9P2Bbt/GdvKd8Cz5s+pwDF/qf9MicOnivxjgPRQdp4Kxrs+2iujkinkj6sOEGxgz1PacK4ef0sJ4H7NIYhmEYhvHkMPm5YZwLW0k3DMMwDMO4qJgmfWsxJ90wjEfGnD3eHX1a9B1e/R688N66Xe7c5/rlhjIp0vLqpYKX9zcv9i6NHJeUzvbS2IkczSXADCkHmMdeB76iXfal8oMmImSkIeYFhlpy2YyWnp5UzCilVX1D8oUhSY6WVGgt+ZAsZMjOWWMG5S4DxwHyveuQBjv972qMlj3o7YbGtFHqJYbe92Y50KMsFuTICwNp/fuqL7Wjz/NQUaRVDnYGxqV2tfylVfNx5N/ALblGX49R19ABE+VktUHKXWrv2KlSecfqkm8GtUrKArBTOZpkX6WHWZKfPy5tp7UKugg7tbyo8y7SJpMOZUsoFsn5cH3BoyIJBIlOtgHqQyll6SpoxyJPOtUCGrldx55ql3iRJz0QKHHJxR8qZqTbz638xdgazEk3DOORcY+X+IPPjmXn578JL/7RujkZR770asc48Qj+6q2S169ITfqnLkvP48WJYz/98u+AO1EGAx5GOEw26iIcqHfrulBRoA8kTZ2qRcwDR2fKTjcQzDlHekdz8n3pIEj9QBCXY9JhDXmhoqGHhiHbKQEZTLrS8KebdeQBpzrAsiJffRuq1qkDWbNATSeDBR0wV32ePqAzpUM68iV5ddMhOwPVOcW3YHTyfnLL/8uKGal9aU28Dqxd2fFqPjo/9VGU21WquBFkxae8y53iWDuK5NhLH/FuYzhGeP8oiMvVBZhW0um8OgniSA8X0AS/PvwIHDdyTIxwc0fOJ0THUXJPzdyCRX2ECBytDyGok1YfyYPduQNdcjM0495RXznpMelLaLmt2hNcMuuIY8FkGSzaUzLHq5PdMBXtmiNbhDYeK+akG4bxyIh4ERAK9NUFi82XnSug9F6s2hVeruKV3mX+i+t3kO4sD7o8b7DgefvO+/tzb3fCRufR6J53/x/XzsNsc57zcVLw5MPu77QxJ/1+aCX/4+zbndB3nvMxZPfjjtFtN9A3gHPqxYIKAA0Mlw7Sfc6p5y63ed5Yzc8NbKcDR/WY3kby2XXLtsjuQv7gRVRBoepVkIPhE6QeYvIjBZzqz48s3+45wV4IbC12aQzDMAzDeAZ4Tp1kwzgBW0k3DMMwDOPJ8dC+9sO+PjJORb+2NLYGc9INw3hofq/8OX5weaNBn9U1fOmrYswPffovuHpl0740cvyNV0pRJOXNqwUv7qhCRXvyRV95pPTlIcJ9pSV/gCxUFGKv803RhYrisk9o0smLEGl99QKpD47k2natQQ/Ifa/mqG3PkXbagTG6PWQnC2Q9YcxZvo/WcrcxDxwtlTbCkxdFQhUqmkcIykGoYm6nVWPGKK22g2M1n0rtu4As/7tHXo8yQhqwvJZhnDEfotR4dMjYBEdfH0AHl+p32U6dHxflvhzLmAoVEKumszOGcaJTb6LjThq4GfsCSGme9C7CXF2LwnuOG3me7883N1AErk4d02RfIcJCFY16UDvKRI9fuMCiPtzcdtHBSAWARmD/PQT+el8IaT2dDka7crvFQaZJZ3xfNNt5Le75kjkNx6KY0YId0QZomIj2gh3RdgTKrBKZYTw85qQbhvHQ3Bld4/DN39107L0PN/9EjLl22YnMLfsjx609L5z0axPH5SRzS13msYI0SMe5I8/usohyzFAVzqGMKy25U6wC9LJqlV3M7eiML0E57ZHc4R0qjtOSO/fZdmqjk7LEBGXnYfTU+hwOSn4HnGKnvEd9/A4ZpOronV2dJUbb7tQYLUAfyjYzNO82KqfYSec60jvEOuOK1koHLVR3eZYYfZ4D+T1WRbmq6cnPvUNe06GA2MZRqIeoupCOdOVj1jct5Qk7KiJd4rh3UW4TgWm5LCqW2BkV2tmXhciaIkLZJOdjmcllKJtLSrkPIXFbyrLfJnXSy6b/EdvNRDPMLxGSExso6aiEU94t+1KG2mmfpyOyePZEOSZ83lrs0hiGYRiGYRjGlmEr6YZhGIZxEs/csugzgJ3T7cLySG4t5qQbhnEuFkz5gE8Tkj8bD6pLcPndzaD973NlV76fv7Fb8UKiN9+t+3znqdxlUjrGyZvkncrlUoAW2deRa6x1uxuQrQwVIcpkKmqbyPntpHKJoTGaIb27lrIMbTMknzhLEnOSnbPQ+de1lzWgi+5lGQN2dH4+vU3HgNxF21H9Ok+6Iw+GGzrP2jnREhSX/KR29HaZjElp7Ydyxnvy66M18xF57h25hh/ye1PNr6hySUrpZV8XoRpw1tK+NsAkLYoUewlMKvsaslN5aJLj9w7wyUbR9Wlaq6QSWQQKFVThWvDJwfoSig5iSOwsoJLyFm0n4InJSQqUy3Yq5fEEdSKjebPGE8acdMMwzsW98jr//q0XZDDX2/8AXv7murk/DfzM61K3+ddfroQmfVw6Pn2lEBrV23seUQKpBe4oD+9+7DXoKzrgntJ8HyudeEceODqPecDnYcwd3tQ56siLGelCRdA/JKQ0DGjiB+ajg0mHHhrS+ax09MLugO2hQkVDBX30Nsopn6t91T7ihJabPHC0QD6wwDLRdpRjtOiyQdopgYlyTOdKS94gnX8HTJDOqtb5r+aT2ulifn4Wao5DWvtDNZ9SadRXzbPsNMhz1pIHjk6R39xD8QCgCkc5pqriqHOeNi3eGfJnhqMGUYRoVPQ1DNZ2Irx/BAfJNQ0RsS+A/bETjvuo7W2nh3rkP6Jp7206ooN2JCc02e2d8hVFB4v7UpPe1vnDzuiBaMbqEovFJuizYEHFkdCke3bRzFWg6NRcKOMxY3eYYRiGYRjGRcWiE7cWuzSGYRiGcRKmnzYM4ylhK+mGYRiGcRIqu6NhPHeY1H5rMSfdMIxBvvn6bT7c22gwu7178KX/DUYH677PvnrAa9c2L+SuTgr+ltKkv3Wt4GqSA31cOl7Z9UKaXB7EXme8ogU+VALZgyh14YFcS34c80JFWTEjZG7uqNqw1JurMUdySKbdXgWXnpYnPQzMpyPXrev56HzvkT4f/FmBo7pQ0VAQZivthIDQKgM80PNByqkL59gfRRkT2pEHOUBxEF4AACAASURBVGrRsy7o4+kLFaV9Q8elatVQO6iV7WNyjbzWth+rbUrk/eOW80mdGK3zB5gqbbu+7kPFjAqGA1DTvsrBRO3skPyc7Q4UhEp12W2kVPfYTuVEyvE2wF4t7bRTL3Tjh03AJR/cGKEJLgtAvTKWL+lnbZ9zfcW8ixR+c99F4IOjyKEolOQ4UEWIWOzIwNFi0Rc3CqkmXd8cwETbuSNyp4dmzLzZFZp0d46o6oaxGFMyp+L4zO0M47yYk24YxiDHo4qDSRK4NQ2w+wOoN97qeAx7o7RQUV/JMGVaykwu45I+aDR1YjpkIGTLcBGitG/lvJ3mqGZZNxguMKS/U/V2J9kZ2k47xbp9nmJG57V72r5O6tOoMTHm8Z5Zchc9RxeJQ5lJ9HZnBa0ObXfSOdNtMZ9ln64UetZ89DZDRYiGtjtrzkN2TrLrVPs853BojPpcODUfv5rXksLliXdKJYgtO4dPnXQHhUdULnVRtle202Q7pYfab6YYl30+3S4CXv0R8J3s811fdTSpZpqNWfWdYie6SFTq3z4DzOmK4KjG9G337L14OS3jkvFUMU26YRiGsT2Yv2AYhgHYSrphGIaxTZgG3DCeLKZJ31rMSTcMgzl7vFe/Jvpml9+D6++v2+XeHa7udxT1ZsztPc+t3c0Luctjx76Su+yNZF/p6DXf6ev3JvZ9Kzp6zXVKG6UkJsRcc6313YE8n/iQJEbrjE+S1pxmZ9Wn5TfaDpwt59BSiKE5n0c+oRmQw4SgUnMHWKj5NPH0ukidh0UnJQ0+Lq91ytC7W10oSJ/Dof3KujP95DqVT9wpb3/oXtCFioba+t7QOnoYzj+v7QxJafR89HF1ERp1EvVxMbBvXRDKk8lvXJSHEV2e3/y4jeK6Vx5R3yDGXqai5S5aJjMqERMquj73/lruEqEuorQNfYGjlKKBInFbQtn3rfKkx9UYtV05l209pmgIjHFKuqIJymUKlKKvIyzbm2N1BKF1N4yPgznphmFwl5f55meuyM4v/F9w47vr5u408GOvtYySb+C/9lLJpy5vvll3K3j9klyWeWnq2E2//FvgI+X1HUQZmNlFeKC8s1mUxYMCfeBf+v23iDLwL5AXIWoHNOkzpKeqCxXpYkKr49DBnJ3SqTfIgNjVdildHNbfpwTyQFbtPOoHgiEG9PhtJ83MOzhWx3rYne7/u0BfwzG5zLV3TJWdSjuP1YCzqa9XQR4o6lWg5urcp78fI7XKJ2nARcCndoiX89FFiLT/pnzAfr7pEwvDD5R6QgXqoc7Jz4lb/l+ljksX1VrZWlGSFXvypTwO7+DaVB7/onM0QWzGg4UsijRtPSH57HQBppU8rhtTL+wcNpEuBOGkH7dy3zHCB6NDeUz1oRTXu9D3iWJGY0RELIAOQB3ty6JavqOd70HYnLQRB2gWqphRxUxcwZKChgkuuYglC8rsBjGM82FOumEY/arR5K7srI7FCpQroCq8yORQeZnZofQuCxrLCiJGltGJui9pnxRMObTNaXbOs7rMOeZzkpFz2f6Y7Ye1c17OWqU+x66Hfh+iXtyOBL3ie55jOOu6D43LrvvAavOQnfPeL2eds/O+wTjPvaDfLJxnP+c5rtN+v+zTBVCdKiKrfw/5ywfvsjPfP1OpZxaXFmV1+b4GJ+7UxF3M+4jSAR+yM3iC9JHkRPX7qLaJuGXg6DOm17LoxK3FLo1hGIZhGIZhbBm2km4YhmEYhnFRscDRrcWcdMO4gPxe+d/wwf7uun1cjeGv/GMx5off/D6XLm3aVyeOn3y5ZJQIj9+65nlhJ9FxlvDynnxBVx3GXnO+oo1wX2mjHyC1yF0cKEI0oEmfKZnKHBlwutJupyyQdlaadF10KNU4B6TWfTVHHQ+mA2LbAb25bg9pybXevBnY11BRHY3WyAcIyb7aCIetOoUhcnSWtl0RgQ+V5rr2sKM06TdGTsjQvYuIojuO/FtJxuEtJ6m0NTpCNdBfCx08WaoTpvNDdwPzWW2b2j5W84lRRs02SMfHLeesixDp/es5l0r/4pa208PwDOhLUFp2Jz8Xjo1OPhlSKU36Xu04ajfbRfog8FRLPm/lOQ0REUwO8P5R4EgUxHLsNm4dBhKBo8aJIloxwngkgzNm9YHUpPvQF1dbB446GI0hKq9Ta9snD6QkJpPMQEdFy1j0NQNtR3p+hi6GYTw85qQbxgXkzuQKB2/93qZj/z148Y/FmJtXHC8mDveVieP2vhdO+vWJ50pSTXRU9oUVBTp4siV3iudRjhlyXFty57old4p1EJ1OS6KzxKzsRLXNWcWMhmStLblzP1QEKWUoM0inxg1piM9bGEg9fKS+UhuhCVE+D4S84OlZdBGO2vy5Qpu5pAI16w5cGrC7CozMnE5lqdBiaeUku+UEtJOuRdVtHHbUUzudG7jO+ho66fQFhwhEjvRZWrSTrgNiF8qRx8kHC7e0nWUn0ve42pf+nLiBvoFiT6PSyds5ROrkPMcIVeEo0vpCEabquEaFoxMOeKTw8hSNCscoqUoal30p87IhhuRpORR91dE0cLRYDGSFUU/Y5QzK5C9V12Y69ognqCXmjjprd8kfHP+sLkmb8HlrsUtjGIZhGIZhGFuGraQbhmEYhmFcVJ7RFwAXAXPSDeM5Z8EOH/K6KLpxUO3C5b/YDNp/j8s7Ul9yfafi5nTzsu3S2LFXO/EKelI5xslfkZ3a5Tm+W2RfS56rXGu3uziQT5zhIkRaS44ac55iRgH57n1oX5ohSc5pFX/SfZ3Vdx4750Ed6yL0edBT5lHuTis5hlioAkh9XxTSiBihULqVRReJUfYJedSQnHfo/HTkOnEt5xiQb2TXKyIP3rvczpCs6Ky+ocJJQ++tz7IzdC30BXIMa/JFO+Y54PX5GYrfKGRhIl2kCAejArpk/wGEjn21XZk4gmWAyrn1lGLs4xNKL6U0hXYefYvQ1oRlOxW3+64fJ47jHEEWrhPSpxBKOqVHGipwpIzQUYrTWgwmsTeM82FOumE859ypXuQbP3QTdn+w6fz8/wS3/2DdvDQN/O035BfSf/VqxYtJANikcnz6SiHyot/e8zKUqgU+VB7CvZhXE72nnPTjmDvyh8oZmakxgT64VAVGCk+xW9pO0YWKhjTGDQOaeG0nDgSTcnoA6pAjpDXyKztRtc/SoHdk2uS5sqsLFbURjs4oVDREjHCczKeNy4JH6amPuQT83TnUib585GGayokdXImygmUfBDlQdVPkE3f5g40OOB1aLXRKu90pZ9ax9CDVfPTTRIPSgMfc2dcO/+ADgJoPMXfAu4H5KO02C6XR1/ehA6ZID8CTxXNMK0eVOK7ewaXkqSoCtZeFikLMg0l3KieqiR46OBrL9PFNcCI8IAJXVPXig/GMReqA+wZGU6lJb2uy66OLGZU3Zdu3MP1IFDPqjndouokYNlfFjKZ8JNoBz4IdfPIhL2ipskhjwzgf5qQbhmEYhmFcVHTwtLE1WOCoYRiGYRiGYWwZtpJuGIZhGCdhi4yPHjun24UFjm4t5qQbxnPGN994mXvTjVK82b8Hf+X/EAU9PvvaPW5f27xIuzb1/M3XZQ7gz14ruJzkQJ9Ujpd3vEgnXB1EWSSlBe4obfCDmOdAP1Ra8mOl717pzVNmSF14JE/oPVdjAnAkh2Ta7UheIEYXKgrk2vaWXF+u56ODSyPyfK3mo7XJOm/7SQGEqQY8IHJRAzxQ85kFqSU/ybTmgdK2z7rIsTr2nUJqitsA99X+D1r5+navclxOQiF6mXYUMuy6cOzqKFWn8qQ3MS8eNHZ5cKm2A0qTPqBtj8pOQf7Neaw08uVqEsl8GNCSS8lzf93TMVprvzourSXX99QqcDadz0jNpyTPk65jLCoZ8LlTOIrdJLgTuDeLHCbXOQTYraUXfnnsOG43fYWLHNZBFEU6rl2WWn7IzpHfTHpRzFgsHiQFqNywJl1THcH0zqa9mPY/YXPSQlexON4/1UzDCMfe5riYUzETmvQ6+wNkGOfHnHTDeM44GNfc3Um+/fc/7DO5VJvgpekOXJlsvpCujmVRIui/IKeVdNLH+ou9Qwab6UwuLH+vAz6HAiO1MzuUoUKP0T7XkFM8ZEc7wIG876zMF3obTmgP7eu0MSf1aQZsax9U17jpYt53Hs5jxzsZq9i54e1SRiHva4Is+lnoqqQwfH6c+ndQfYOFpVTbq76h4E43sO8hO3rMUIXYs667vp/dwJihc6H3NTSf89j5/9l792DLrqr+9zvnWvt1Hn26Ox1C7NAEQghIACsEkx8QrKQiSvgpKatMgUquN2iivCNYIs9CJZcisUAUiBYU4aEChYkQoQilSIn394sml8dPwATyELDpdKff57Efa6057h9rr7PnGHOes9c5Oef07u7xoXbotc6cY8712HuNtdZ3jOEA4znpCcACQAll5hZWR8qGcayyTWrBihnR8NzxA4YJIoB4ud9oksa6MujTDxyNZXeRGMfb2Hy4PNo4MoRxj5hlwSOLJCiARCfDawMVPk8semgURVEURVEUZcI4KZz0z372s7jhhhtwyy234JprrsFXvvKVVdt/+9vfxs///M9j586dOOecc/A7v/M7OHr06BbNVlEURVEU5SQh2eCPsmFMvNzlox/9KN71rnfh/vvvR6fTwd69e/GMZzwDX/ziF/H85z8/aP/DH/4Qr3rVq3D99dfjt3/7t3H77bfjr/7qr/DQQw+Nde4V5WSjjxkcbOzm67YfArYfXF5O5x7F9pkC1tP+njVj8Ljp0T36jrYJ9J8zTb6uWWlW/Vf7mdCS5wh12bFCRePygEv5S6zNShKUQizHJA7jJCcxOzG5QB07seI042QGksjYToydO7B81YQwXXcdqYuLSFly4tJoQihpyF0pcakYOAqk0qmQd+cOgba9ZZg0GJb4dgFlbZrgCRPTcmO4EYb/fZzcRRZJqvKk+3Kb2HmXIJTWSJlKpBBQdHx2bhBPNl/1ifWT8/GJFXuKFTiK2fWbWMB6XkMlSfFlKYbAaikg0iaxZRu/BlEj4f0IYDnagfKca3jbVjhCP/HkLoRS7iIJihtlQOKtS4fLfsCNCQsTkNixDimTt0ipS9nHskJyAGADTaCixJloJ31+fh5vetOb8OpXvxqdTqmx3b17N1784hfjta99Lb7xjW8EfW699VbccccdeNzjymIF11xzDRYWFvClL30JP/rRj7Bnz54t3QZF2UyO4Im494Iz+cpnfhHY+cPlxW0zDs89N0PLu0r+7O4Ue+ZGyzNNgydv5xeYn5o2mPYj+HIAR4S3tkA8MLMg4LjwzGShoioo1L8GDigMHA0CNUUfhzKY1Bdiy0JFsohLtR1Stx4Io8GDXYHITQOF62LVTf2blpiDFwscDbTBFDj7uShCJAsVAcDCOgoVZRQ6zgs5sd3cSoAZ79woiLBY8DYDKgsc+UwngH8vuFQQet52JQZIjUHDs5MRArH9VDG8aRySJoCRlZMG4E5XgrC6Up/CAEuf5Wqe4hjK2jQWCCrxyIBPGO48OwTFgwDibRIjHEeEQc5VoSQ2bwMkolFD2BkYvl8jxYzKOXj/ToFkigftdhLAebErjoBtLe6lL2aA8SZtDbCtZZiT3i+4cJ4AbGvy436sadHwNOmpISy2lkDL55ABujvCbWgtiOUZNhZsXrbxihkh3RmYyXl9XGRB5G94MAo0gnYtzIdzVJQIEy13ueuuu3Ds2DFceumlbP0ll1yCb33rW/jud78b9HnRi1607KBX/MIv/AIA4MiRI0F7RTmZcUiA6UP801wEGr3lj00HaCamfFI1/DQTE3xSC/Yx1RPe6lNlx5Drgzab9Ikh5yPHj3Vcye5GzWm18eqOM85OzbHX6qCvaCdiyJrRJ3CQ14Aj/gkHD9sEfWL7ps5+rXscNuucXs+5sBF21nIujtm3BvxcKM+H1T926Oez9euwU/ajYQVa4jc0Pka2GbNs/I31d5thn3Kd9T7x70Gs30RhN/ijbBgTvTu/+c1vAkDw9PuJT3wiAODee+8N+lx++eXBum63i507d+LpT3/6JsxSURRFURRFUTaWiZa7HDxY6mpnZ2fZ+pmZGQDA/v37a9n56le/it/7vd9Ds9kc31hRFEVRFOV0QQaYKBPDRDvprVap/5KvUq0tXwDUcbr/7d/+DYuLi/iDP/iDjZ+gomwx305fgkPTc8vLi80p4FlvY22e9qTDmPHuax83ZXDpOSma3g/xBWdYPG5qpL9sp8A5s/zFWmORSs15RU6l3tx/C3wcQM9bUVCoJV+iUJPeE3b64NptGXhXtfHt0HBdEHAq7MgCLbJQUWXbn09Gce24XB4X+JdFxorly5YUYv8UPFA0J2BRFhhyYYGhceQEDERQbN+VWnGfTjKSc5vh9Ba9olE5AUsFl8UYU2rQ2XgulO1L0gHgSZzRtMCSuFKdCULuacBzAjreRhgDmCbXTpfHQez4juGrDMKA4T7CIkRCK42B0I4n4OJ7M5ykH4BqEcY9wPDxG8SjcTHchlzYlk0aYiyico5+nxTh/pFae4jvgTOAF4AOAzQbhuVSdw5oi+PeFjEDiQHmU65Jn2oQMm8sAjAtgtlnm8CiN+kwEJqAtAc0RQGh5iJfbi+EefXluZH2gBbXjg/6U2y5hXmk6HujW2TosGJGLYixFWUNTLST/vjHPx4AsLDAgz6q5d27dwd9fA4fPox3v/vd+Pu//3skieYFUk5+Ds1sw/wF/zFaMbcPOJvHZpy902KXl7ll15TFE7ZZ5qSfOWWxszNabqUQIVEonVs/PUeGMlDTdzr7FFYTlV5YjjCYMxd2cgqdaSlQLiLOvgyiiwRYjs3AQgid6WhWGDGflbJsyDQo0pEIk0aEyHkTv4cpM7kQMz1wYeHJOmQOoR0xx+kUaHpOca8g1qZy9v1uTVP6wD6LNea3mIuKoxaBjndbCnE8DOuTGCB1CCuOxrIBsWXiGU8Myh3vD5+A30UAYcBlU9iusrIYcW5kwk6DL0a/T1XGmYpo1hrDK+8aE85HZm4xCE+glpgfIfgemLSMZ1ke2gKtlPdrpQaFdwKnwzYsu4s1aInMMakQ5DYTgzwd2RkUw5tHdioUQNrnHVPx45IMeJuiEerZbc4KwAGA67d5G3FeEgwKpOx8dZOtKi45CaZ4ujLRTvpznvMcAMCPf/xjXHjhhcvrf/SjHwEAfuZnfmbFvt1uFzfeeCM+/OEP44wzzhg71n24b/nfu4b/UxRFUU4+1nGvoiinBQeH/1NODibaSb/yyitxxhln4O6778aLX/zi5fV33303fvZnfxbnn39+tN9gMMDrXvc6/NEf/RF72v7AAw/gnHPOQbst74aBp+FpG78BiqIoiqIoE4J8CHk/7tcCRBPMRDvpSZLg7W9/O973vvfhD//wD9Fut7Fv3z7ceeed+PSnPw0AeM973oO/+Zu/wVe/+lXs2rULeZ7j5S9/OS6++GLcc889uOeeewCUOde/9rWv4eMf//iJ3CRFqU0fMziCPaxAxmJjGph9dNRo5lG0W/wdfrth0PbeE7cSwExa2q9xEhBC+Jo/VsyoSgu5UpuYtETKVGKFimLzjc1xnCQmZqcOYo4DV2rFfTt94pue17A9ENIWUFl0SCqPgukQ0Pe2rS/nE9sEGt8mRkZca0wAUrFfB07ozUFIPJlKKXcRIhkLBOLtcYWuDOIOTHAuEM/BLmUhBqUExR8+JjFwFMm3Pmbs2Dop9YnNRxZuAsYXN4rsn8QA1pe7kJCpmFFa14pq2Ze7pAlvU8pdxHxiP2OyeFFShOtkMSP5d+NKCYxfwChmR1ClXlx9goqyfibaSQeA173udWi1Wrj++uvxzGc+E/feey8++clP4qqrrgJQ6s4PHDiAfr/Ul1133XW44447cMcddzA7xhh85CMf2fL5K8p6ebRxDv6/p50JTB0erXza/wOc+YPRcvs4fvpMfqV94lyC7e3RxWKmaSCvdVtKgTAoNBOBkQNw7zBHGIDaQxg4Kj3KDJECQ9IOhRriHELbjtBTjNmN3UiIgM+xGvRIUaS+DAotSh14RVYFao4xLSECupEAVN9OKwF2iIC9I0Kr3HfAktiubQlPEhErZjSOgoADfb7LppPQ9dnbI7S8k3o2BXbJvUFcK22TUPINS8KZNaEzS0aUSUUYsThtSlu+HencdxEGoMo5J0bcdEptOYC24VfuWBGigTDtCBA6cRB4HIhB6LQPiB9UolCPn4T3HjLgc7phWEzMYkZYyhyPsS4MHwpgv2MAcGDRYMnr1UiAba3RISMAi/kiChJzbB/ny/O8lgqMK9v4xYzyJljpWwA4Ps0Wy+JGo/mU+nN11JWNY+KddAC44YYbcMMNN0T/9t73vhfvfe97l5c/8YlP4BOf+MRWTU1RTg5O5HVDBcKKovjob8JkoYGjE4seGkU5HdCLoqIoiqKcVJwUT9IVRXmM6BtYRVEUJYYGjk4s6qQryoTwrV3PwUJjVIWoP9MFzvlWmau3ygU8ewBojwpsdNo55lr8hVgSez9G2BxHPQXXqIbVRcoLgK+HdcN+flO7jkf9hDBPuixU5BBq23PE9eWBJl2MJXNIx/TmUtse2ywxVuF4oSICsJDxjl0H9ESbOntsIdC284JHBGAq5TELuQPmxfjzYn81DDDrXdiLodZ93KZLMhGASigL31ghg94n0l6fBWDg5bXOHJB5QY/WAA7E6gk1nEFDnmcyWKOgoFgP+39g6NCIfjlETvbI1rfAnSGLME+6ERr5FLyAgUEYB2Ej6+R5aEUy8Spvu+8BxGxnRsRmmPB7EHHwAk1607BCRdYAi5lhu2lQWDhPj0+RM2iqYeBotIOalrDUdiM7BBR5hkXMB30ZjS5A3sSTDOhPA55t9OaCbhm4Jt2NG0dRHiPqpCvKhHC0tQPHmttHK6YeAaaOlheQirTHMhUkltAQTvmWPjSXwWaxIElZEbHqI7NorAeZmUV6r7GAz1ifOgWPxrVZaV1szn4XCusfyVjXnOplb5HUsZMa7qsWK/STfWQcYs+Nj5GVuMh8EsNjFTPiNyjVfPzTbiBuYhJT3mz4WUcSIl6FE6iX3SWWBWXccZc3eSbSJnZOycBjWagnNtZK52HMtm9XbquN2Bm3fyLrjAmLEPmZXACgYcuHCf49k8wAQ/JYDdv4v3fZcNkPHE2sC7O5SGzB29i8/J31A0dNeDa74I7kFHlFeUIzCyiroZp0RTkd0N9gRVEURTmp0CfpijLRbJB3vVlyF+Uxo4dlwtEDpJzqqCZ9YlEnXVFOADlaOI6z2boipVIrWZH2AJux17LGFrDeO+KkrpZ7IxyNSrYyrnaHfD8Xy78cQ+aQln1WWidlBtVb6pjEAN661SQD0k6s4FEdaUvk71KunLtSU+13CSTyNQ6zozAkICcuMyCEb7ZzKqXQFRkRhCSdyU9G7Ub/Lmj8rgD4dq42H397i0ibgSuVK54UGU3PthtKp/3tst5+rk6NhgM/h2Nyl6owEIl1fhspU/HlXNVgciwglI4E5yHxAkPSVtVWLsv5gPgOi8ldVpqPb3u1+Xjr5Nc0tfyYJkOZil/MKKa4kPE1ieHrUluuW64jRSsoN4JiRnkod5GYGrIZRdlk1ElXlBPAAh6Hf8N1bF0280/A1N7RiplDQGseSDwNequLTmt0RZQBWiuyEU/SDcqgunFacvlURlaQiRW4SRFe/GWBlpRCR6gp5iOLGUltMDD0Ar1lQhgwVxVc8tvENL4xp4bZCcfKxHx6BaEngjkX1lGoKCOwoFAAWMyJOUftBJjxxOQFEZZyHqIXK1Q0bbkGPaNyjmtFFjdqWWBGBqAWfJelhrcBgMPi3JhKAONtRWLK7fQP4cDxNgCwKxZTEWihKWwjr5wisBUJgE7kfJYacCOOshEebuzcTBAWM5JtemLOiQnHkje4xvDiRgDQoPAOLQP/3jfEsgESMdS2lsWSdzCsAWZbduSkE3C0J04OUwY1+0w1+RFMTPkb6N+cSj08AKC1EC77+8NE7rjTPtAW/RRli1EnXVFOAIQEA0zxlQa8DLVx5cXDD2AyxJ4UmbqO90a9spdBoGvpt9pc5Lq1jDGu7ToCLqP91vMkXfarOZf1TlkSewLPqzrGIhNDjAgu3ci8+yyTS52xEU8iNA6K9Rv3RmWlgM+Y8bqTWGms1dat1qaOndh2Sdsmcie/0rb7T+RrzNmKY2iH9yLV/dBKu08edyvWGcPva1Y8DMHNEIXr6vQ7VdHoxIlFD42inA6cJtcaRVEURTlV0CfpinI6oMFviqIoSgwNHJ1Y1ElXlC3gEfw0FnDm8vICzgS2/YQ3as8DzaXRcnMJaC2KAKd1CIGB9WnSpfY12saUWvEKa0Iteb+agIcsZlQIOw7hhUPOJZaU2wpBrInYifWTu3UQiYSUbWJvJ2QEZcElJ7kDlmSBIVcWAlrVriB3YU2ZXgF0hZ6jk3BJlKNSp75sh0r9uZT6T4t3rBkh0HePnSOF7To2nM9SRKfut6FIm7YN5RNSR58OgKblfaQ87MgAaHrnR8sCKeT5E/niSA26jFg0CHXiIH4umuX/jGggPBi+HYPyHGM7CEA/om1n5z2V3zGfQgxPQBAxXAg5lDGRpPkIpTQDPlazDZiGGN8Qk820U4Pp5sgQETATKYpkxHGXR6fZILSa/ITp+7+rAK89AQCmAJpdnic9lQJ9Rdl61ElXlC3gGH4Kh/Ck5eUe5oD2Md6o2QMa3tW/0QeSPgschVmnk76eJ+kJeBAdRbxHA/4rIisvxsaugvWkMyLtyF+nHGHAZ2w+sQwwq80HGKZGEbbHZb6IIfsRz2iSOWAghOJ9V8/plWTCuR5E7MykQMNzHnsFsTY5leP7dlq2dGh9FteR5MJFnPSphDvO/SJsM5uKYkYuDIiVdgBeubScM6Hv2SlE0CwAzOeElt+vYZDKwOjIVQca7AAAIABJREFUMQ3ukBrCmXXCmTUoPUp5zgfnmLibzlEGb/p2nAmrXwmnOHCcK1vMTmS7YhV0fdNFxI4s9mQQBEOkMKyYZzQBiwFS71wlAG3xG5Da0pmvyKobDW+4xPA2ANBPg7sqjqHy93ZMMaNTFhU+Tyx6aBTldEA16YqiKIpyUqFP0hXldEA16YqiKEqMmKRLmQjUSVeUDcYhQY4WfM84RwvOSxjukIb6clOIFIzFxjnXdTTpY2UqBpDFk+qkTqxe9bN1FL76X20uMap0kNKOzDNdR+4S5KdeZ44/ISGQEhSiodzdM18nnaCUhBABfcfzm0upcGXbedIDKa1ZSVa/VvlNQfFCShKi8eNnjsun15NuMYZDuF1ty2UyzQKYlrpxqTCrE+ewUlGkOpOU2o1Y4SQ5H3klJ/GFj+1DOceo/GZMm5gcqMa2Vlpyf1qp5TnOY1/B1AIDsf2pMTB21Ce1FBRBCidQo5iRokwA6qQrygbTwzY8iqfCeVfyo3gCFrBreXmAGaDzAO/YOQ60j4+Wm0vYMJ3KGAe9cJHaQbKbAdAUTkMhnIFYXuFYwGcm7BBx/btDWARpAIQBqELnSySKIlE5Zzm+DyEM+OyFmxFQcB07ARjIoNCi1IFXZBQW9KmDozLAdNmOIyzlfMrtJAy0OyK007FCRXMJv4fqO2BxjU46odSN+6M1LbBdHMOj4iRriTYFlfp3JhOP2FkPvQLY2xXnT8cwbXtSEKYc34eNPq9NgARhBKqs8EkUd2ZZgSGE53hmwu+L1HsThdV55U1DYriX60RgdhW7Ieco55MijEvxn7oalN9LGTgqf0ykWQtsaxlWcXSQm0BqP9fi3vZ+cWImFphrjfoRgNyZ4JnAYTmBRg8g77fWxEoKK8qJR510RTkdqPMkXVEURTn90OjEiUUPjaKcDqiDriiKoignFfokXVFOB/RJuqIoihJDixlNLOqkK8pjJEMb5L2U6mMWC9hVBocur5tBhqnlZWotAJ2j3NB6c6Cvg14OLHqFS1qxXwL5w13lMvelmzL9sMEwZ7RHBt6piNhxQkMb2xUWpQa9oiq+sqodocVFZGyKrGubMG+6jGSLaNt7BVB47boF15LXTbUuCx51HaHn698JmEoNT2FNwIKI1lwIguyAmYT3kRr1OnPMIgGo8cJJvF9LBAc6x9sQgJbQyNd53dswpW1/7J7YkMSUxZR8FnJCyxuscEDhnQgGwM4m160bAKmMM5TFhBIALaHdThAGNUs7uYipSIRdg1IjLjXpUgMuiyI1qNS7y/nIoGs5nwK8EUW07VnEjnwikAGp9xvTsgbTjVE3IqDbMkGNJslUw4K875c1wELT06QTcDyRIakAWgt8Odm6QNEEOZpYGt9QUSKok64ojxGHlDnpBZrI0GFOeoEGW0aaAYmoaBcLutwoZJybI+SeM5DGPDNZcIgi62KZU2KZWoxYlnZkv9h8ZJtqPjL4TbaJZaAZl5VG3qCsZEeQU1kNtEJW6qyL7JM5XhQJAGYMd4qLImwj7SSG30MZlM7sWqfoItvVMTymcBBpM2X5+P3IHKWdOlixXQWAHgU1dQIy4gmLDAGJd2OTmPKYsqK6sRjD2E2lbEMIv0+yzbhquLHsLrF+dbPNyP0cm48Ry3IbZDGjGI7/vCWmvFlbdtJRFt3yq79Gs7sYfpPXGN70+YGj0XMnqDC6dYWKDBxsWH52slDh88Sih0ZRTgc0cYGiKIqinFTok3RFOR1QPbqiKIoSQzXpE4s66YryGHFosJzoxVD+4ktgyBiuOd/C162EUt7iC32DN/EUFo0J0kGvVKhIthknL6mKG/nvs1ey7SNlMzHbsk1sPtaE0iI5HylvicpdDNdKDNNXyxzN43AipXZ1LOTrfmk3J74ZOVFQQCioIQVeZKhuoSBplyK2Zap5F2njKLS11v0V6yO3y1FYQys2TiHkSRZALrTtueNS7cQAjViufbkcSEdIiPYxXqYi5dWEuGwmNp9x0ppYbYLYdsiT09U4YGP2hzFljnM/T3rs+EjpSiJiGhLRyVS2T9BDCQMaylsKb93W/dYrpx7qpCvKY2QRO1Gguby8hJ0YYIo57rm1QMsLFG1uXSBR4YClDEg8j67o8KtYQcCSEAcniYH1fyEyRCqFmjIorYJMKDLOETonuXAQBsSD3yzg7dJRP7kcBKCCOxGWgIG4YqfC46bhf/z5yGDXWMGYFMyOIWA6JeSenYGjsXWRBo4HORLKgEZfT91OgBkvaLYgwmLOK472HNAV+2g64dPOCJhfR3zyQiQA1K/M6QhYEsWMGkZU7wQwn4MdR2kHqOe0tw2PIc4j2zVtw7o7kn4B9L1ZNy3gvJaJKY+F77g3HN+nBsO5yIkPpFcKfucVC/iE4cGiiZh5FfDpQwjvfAYQV/dYwGfkRlmEyaABEeNhuF0DoBWZjyiiJb+nNjWYSo3QpIs+BpgSxbmmBoY56QAFx7WZhP22CgNCA12k3o604yo7KcoqqJOuKI8RgmUOuRs+RfefpMMQYE/Mk3SgzKJhxkSgyCA7ij0BjzEuoLLO0/aYzfXaWa/tcW1qkBjuqKbr9BViAY++wzkuILLCiH7Sl3ss+HZjZus+0VzPU09pO/ZGwG7SE1WKBKSm0SfV3r9N7FXMCn3GPgGPtKljd7XluvOpS405GzPaI4SwiCsQ3vdYw9fFDq81BnYzg/DHYMTGmnXtwC1mPa+zlC1BA0cV5XRAf4MVRVEU5aRCn6QryunACg/yFEVZHf3aKKc8Gjg6saiTriiPkRxtZGiz5RwtJoEhJIgIUDeFXk7RV8c+/Zyw4OlG26nBotCRTluEol5ZkEXqxnOEP/iJGa/PkLoMR5GoMXBdeqy4UlNo5mXxlWowEfDJ9OjV+E7oOeS2khwLSBIg8eY4nRoWC5ARcEzouzMiVtDHYKXCQCM7OZVFiFh4AIbHjNnmIQL9GiqrnHihIqAsAiTnsyQ04O2abdb6Zj0xpQZdztGX7sS2vc44iSmLJ1U0rcGUyNV9LOe2mpFtaOXg5xQM/x44hN8NQqgBtxQ/F30KhEHNheyD8OfGH8ug1JtL+ZiMV5Bzjr17dxifyz0WByG+T6nlx4IATIvCaGkCDPw89haY9osZATgmC0ttIgkGaKK7vNxAN9CkJ5OeI12ZaNRJV5THSIEUBRrLyzmaKNBgmnS3hY8qZMaK3AEOhMS7ImeudOZ9cpG1ISgmUkXI+esz4h5LSqEHkwjHwyASgAruAMjMKbE2DuOLIhHCXzmqGnrLyZj5EEIHpUabmbQs0lKROeC4CPjMXegUy37dglibnEqH27fTtmCVMYGw4mcdioiTPp2UhWMq+kXYZjYVxYwcWJVUAJhKwjmOI8H47WrZcvvXSisBqzjaFPvQUVm1lQXxWmCbrAQqM57UKR5ECLMM5eK8N2Z8YSJghUqh/rK46TSRPrF1eWTOEMuF6Be1Q1itnKgB0EwM2ilvko45ptaUDxjGFjPaNHihogQDJBiwYFETvUOZMFT4PLHooVEURVEURVGUCUOfpCuKoiiKopyuqCZ9YlEnXVHWCIkXUA4pnPdVkn/fTAoXFrAJZCoo33Yb7w+FeD1fxDoZ70ORZWAk+ZBSERI2xmHFa34pDfDHkuvkq/+YJEb+fVwKu5hsJtZGanrlWDXksUlEplIQ4DyNxcDx1NMrHWOZnnocBYXpC2PpDJ2QwMSGyRyXRm9UukeHtW9XXRqR4I1x27ki4xqvlE5xXB8pm5F2YnEGsZiOjYAwqhS1vC4yThCDErbxpSyE8idArpOUx2v0l63OHCgLE1kUQu6SI0Em8qRrMSNl/aiTrihrgJCgj2m2ro8ZZOgsL/v/3vT5EHC0xy8CPzXLPb6CgKUBIfFWtxOui56JFP8oTFnvBABgyjzraRP86lkY7jGSCT2qWA7yBkQlQ4SOswx8k457FYzHHBbDdb5Sfw6UNwO+ZpYidkhu13DOcj7y+tuWmn2g5e2PFgE7cqklN9gmtLh7u4TMk7LGChVtT/mW9RywuEb5KwHoiiJELQtsF9t6VBwL2SanUifu22lG7NRhNuH55QcUbtd0Aqy1Xk3D8oJQQKiRH7gw2FXq8WO574/n5T5ZHgsEKxN6S+fWApgSxjKIm0wKBxyAa84twnOzAX7+OsOLJFVB4DKeI1ZcyceR96MwJKHwZlUWEJM4gslGidINgCmxnbEb0ekG4O8ga2hLNd9NLIjlJTQxKkzXwjxmsR8p+ls2J+XURp10RTkd0DxyiqIoSgyNTpxY9NAoiqIoiqIoyoShT9IV5XSg0pQriqIois/W5q1U1oA66YqyBggWA6FJ39JA0byBpf4oKMlRGJS0lPGc34OCMN2w7Hd4mygkUrhhP2bHwHnC0NQYpA2huc5FDvRY1KEsOOQANET+54LKdX4bmXFA2qmKGfl2WuC/agVCcaszof5d6nNTkVeaEBaeaSIsTtMnPh+HQFM8J/KbN3JC4mnkiYDpxCDzTqukIBYkFysUVEeZm0UCUDsJv38rEGrAW5ZvRiF04kRAO+GvZusE9TVMmJe878AUvdaUunCfmC5c0k6AxAsMbdjQTs/xYk8WYZuYJn1aTED6OIUDCq+ojjVA0jDh+SK+c6WW3F9heJtKS+5T5Sr3yY24KRda8irIWX6fJPL7TCacc2pCTXpgp5qosMM0+mHH2RZfd6gbNNk88ibQ57/1DfAJzOIA5vAT7+9LsCdDXnTlpEGddEVZA2WY0jqi4TZqfGeReSk0kkjigKwg9P3rsTHo52CBo2U2l1EjQunAMTuOkPiOqqWwmFGC0PGQWISOhUUYRCftSKdBZk9xkXUpQoehThGiWCYZWTFS2klEP0LpCJHw+kS/ltgXueP+Ew0dVz/+VWZhyVE6mGtNeuIoPM5ThvtHzoVtpKPqirBNx6z9gVxieABogdJJ9003UVY8XSsNY1i2kIbh2wCUNxr+fm3asE3T8vvHNGJH4qTjbMpqtMF5Jv05+X02oZ1okLXsV4Cfd0WkjawUGjuZYpmT5HxiFUfH2TErrBPLLXFCbenzXpeUjrpHIiJrm1hEG8eWl8uA0U1KRbSZqPB5YtFDoyiKoiiKoigThj5JVxRFURRFOV3RYkYTizrpijKxGICS0Wths/yfZYhK/atPQbyWiIskHK5qkiz3cVTDzlAZMu6dcywvupSgjGsj5TAr2YkVJlrrWNV4q9UciclmZC711eboz0/M2RgD62lbqEqN7dnJHJek2Jpv1ANJcWQzChK7kOJt/DFXUiONI/bq1i965FCeX5btnxqGEUqarYlvx2rzCdRJQykQS3leYz6x06AWMSlLnTay3Ur91tNm3FgxvZhsEytOJroZE35VthRKSolLhRPLACtSVC37EhiLHOZklLsoE4s66YoyqbgE6M8AxhN8TvOvbOGABVE8aHFAcJ7DaSIuwqAgLHr9sgQ41ude6lTDMjvNxGCmyR2WxFYiWQ9ZZUbqbqviKyTbUNjGR17oqzsG386AeCGVmJ3AK43MJ1bMSBae6YtgPALQIC7MTiEiNRFUaGwSwXjrCMAu4fwftQbGk8PmjjBfjHdk5nO+3Lb8FCqGAagskNUGpxnm81IDX9GKtKnjvLZFAGpOwHykeJDvGtVxcFMDdDzDFsBMyg9FTuH+6Fhe5bJpgSlvuQwk5dr2uvOxvscZvclDJOBTtCMqg0B9OxnCgE8Z1JwSP88IYTGj2JbIYkayuNLyHaRnJ3ZzK+0MRL+IY980gE3592DLcAnQmwaK6sfCAP3Z8vfXYzvuZ8uzeASz2M/WyaqkivJYUCddUSYVMsMLrV8re3wYCUWegMeQ62PL/jppF1jhLWkdLyb2dFsux+zU6bfWuazUbnWfYuU+457kyy4i4JIQZi9JDF9Hld11eDJyLIlFvQDQ9WRtk9uaRyZQd3zWx4T7zIqxYq6TnI/czzE7tanzKL3O8RvXJvp0W6yrO06dJ+l1qPOUXmDAHwDEKo5uHqb8bfV/X8kEv7cyc0v55PwUcMo1OnFi0UOjKIqiKIqiKBOGPklXFEVRFEU5XdHA0YlFnXRFmRSyFnhEYYHgPXnRBAad5cXcDbA44IJUGRxXELCYEcuTvjDgWonCGQzavF83Jy4bJ4DI8CnJPOnGlLpsn5i2vAGuP0jAk1EXUsOKMmF2EFkm9OWFKfW4/ljyAiTnQwjzmzfBRdZEvMJONWdp2wk7GcJE4Amfc5oapEILQGRYHvK+I/RZzm+DM1J+fLouLEIk84sTgK5o067ZZq2Kj9REwhMI6App9JQYv67Uxi+C1E5MsK2ZC6XRsk0n4XNsWaAjJlBnPq1YBKoU1stzJaZTlxDiOdDlWFKHVggtVKyyVCHiJ0zEdiF0XnIuhKGOXhzUIP+7iRRy4qbL34316IrWQd4EBlOj5cFU+SlGPw52aQ7Jwizrdja+y5ancHRTp6ko6qQryqRQtPg1Kh2EWugiBXLfmzbo5txJl9drorJgjr+6nxPa3re/h9Ip9xkUPGAuVkx0uepnhQx8q9rECgGxIkSGT9wIZxsIU4q44XgyiE5WHJW/ckFw3nDZD7RrkCgGY0IBdWy7GhCVSsVNxEqOmYi6bOa8wmir4EWQEgdsa/A8Ei4DFsVBkoWT+gUPAAWAbSn34foO6EWCOccV8JFYEzqvRyKBrPImoQ6tBGh5k25avq1VRVT/lGoYoCPOhZaYY9OaYJ/Vxop/SwdYZiyq46QD/ItnED/nnXBu5d1JbByK2A4KHglnP3bHIm8kVgomjfWRcR9bRd7kv6N5G8hbzElPBwYdHGLdduCHWzXDraVOeWDlhKCadEVRFEVRFEWZMPRJuqIoiqIoyumKatInFnXSFeVEQTV+GUUxDbiE94vYKIi/xc5dmVfbf5uckxHFiwiF0MkE2dhoqPjwJQQWYZWdOnKXWPpA/41rrI81kT4UvvpfyeZqBEWRxARjqRStiWjSI9s/biy5HKFpDZpewSNjEeh+k4gGfFBDQpBRuRsrorKmdeCo3vjroRFJyj5YRya8tUp4VkSer9aE0pZYek4pM1iv6qDOtstUig7heRfIXRBKw6RMxSGUu8Tmx/K5brG8Qv5OykJFRQpk7TLmZ0iaG0zhyBZNUFHiqJOuKCeCIgUWz+Drtv8ELDqxaAD9bYDxroCNHs/d21oERPDSwoCQexfETmrQaVjmD7RTYvGN7dRgQRRECSuQlgWQ/ADUtGWQNr1G1oR62BzhRT0Dv7AThYGa8mrfI27boQz4lHZ8B6AKUoXoF+RAF95KH+F8BmI+LeK2CaVh38ttCGefEOjPywJMfFXSKHXny0NZYMoLpM0dYAwxv6eTALMi2PbHXULmtWklXLudE7CYc1+tZYHtcp/VYFvCJcsDCgNZp5PwRmIcTQtMi+2aSnjg6MCVRZl8ZlIee9wwwIzw1aZSw+zUwRqgIW/O5EYZ8KtrTJNuUQYo+8hYDXkjGNOxE8JATYkDP8eq+cl4CXncO2LZIbzzkjfctlrpUUTG2kq62/hybw7oeesWzgR+ciGQjTb4nIVv4+m4a4smqChx1ElXFEVRFEU5XdHoxIlFD42iKIqiKIqiTBj6JF1RFEVRFOU0JVtHPIeyNaiTrihbgC0MXN/TQLqlsNGgHQYv9qcB6/2COvGVdQm6A/5CbGnA9eZEwFJGTC+8MOB5uGPxfd2Mt2kmwFKDWO70dsKLv9gUMPJXRWpf3XAduzCY1YPRgFKby3KpR+zIYkaESPEiofN1FAayFRTOTxR7QoZSb++PlRIPBpTBggRe7KjaLlnopSmCZHMg9fK0JwbY1TTM1HxBgdR3Z9OwXbZUENOJJyi17Gw6NfTCDVFMqKBh/nU/hhilBt2nzgWnnQCJp9tv2FKD7jNwPG29RdhmyvLA0NRwXX+1bhyJ5WEExkQ6So26LGYElDtNBo7KNqkJdetSk54iPMekJr4BfiBjMeqFDLqO7AxZT40IyEW7IMIcYVyKDEDdRAZF+dvFV07z5UPnAgfPW15sHZvG+Yv/Lxo0FO4TMKdBo8oEoE66omwBhkyZPWB5RSTSq2jwIFFblNkGnO+ki6stGQzERTMreHCnMeWFy79m93PCwHM0rAycBJA5Qs9zQokMMlEgJnNAy/sVsTHHI0GY/SHB6sFjMtCtshOrtriaU0OR+aSiD5kyxYm/C2QAHxAPQB03n2oO/r+lAxPL+iFvbAhI/LFsGQTpNynIoGf5cZROcuGARX+oSEaYOshMMjmARcfPjaYFOuuw3bCGB3xaBMGdSyIQsRkpitSyGGunDtYI/zUWvBnLKhTrYyPrfGLOftDGhHZi3znZRhI8PY0Ea8tz3ESWY3f48nuxVYWKqMxkNZDj5yJCd2EXcHT38mLjWIrdg39HG8c3f44TSLZRKZ1OMpxzePjhh3H48GEYY3DWWWfhrLPOQrMpI7pPHOqkK4qiKIpy8rPVWWOUk46jR4/itttuw+2334577rkHeZ5jx44dSJIEhw8fRlEUeNaznoWrr74ar3zlK7F79+7xRjcRDRxVFEVRFOXk5/R8IPyYydzGfiYRIsLNN9+Myy67DPv378db3vIW7N27F4PBAAcOHMC+ffvQ7/dx6NAh3HLLLSiKAldddRXe+MY3otvtnrB565N0RdlgDAgGoupP7OpB4h6ZEr4uWvDDiDY2sOOIUHhi5XJZDBWxLNs44vKFZbvevGSNEmcimuaVXv2zwSJtVth83ka8b4/1GydFiLzlD+a4UpvYurW2saYsAuUjL3QRO3LTrQml0tZwCXwSaZPXcGxiT3P888UN52PFoagD03sjrhiS52bsEMdODWl77FxWWrmuczOyPM5O3fNHSrzqyG3qfC/Xu5NOkHNMVNYMqM4PIiArQgkgunNssdFtIR2M9HTtIoOpVRFKORnpdru47rrrcOWVV+Ib3/gGGo2VC0HMzc3hiiuuwBVXXIF3vvOd+NznPoeXvexluPXWW3H22Wdv4axL1ElXlA3GoEADPfhhfFaKNMkC3Vm+rjcLpOLHg0QgWdYu21WkTb4MYKF9HL1iJCbvpwad1DGd+hkiWtARsCBKNk43rKhcarCQAYmnX2+nfHrNxGBGipxjxYyklrVLoo0BmuLKn4N7XQ6lh+nfzBTCmyaEBVlspChSLuZjDP91dAgDPqPXdCMCPimcc6BJp9Bz7oJ7pgb87scBjR7X0c8ZHsQLlAWo/Bi61Bh0vO3KHWH/YHyV0Y7luuycgOORQkWsDs/qJofzKYtt+X1mUjGWA+Zz3q9jwc7nli0DRSsMgJnEsDa15iO2syzwY0JnVl45ZYxFYsI2MhbCIB6AasSybNMEPxcsgCnRphGxIwNQW2KOBmFxpVjV3yAQGzyAegslJ72CsG/eIRs+KSAAPzqU4r8Piw35t/+LLT75/hxPKP738rJFhiYiwfzKKcEtt9yCm266CU960pPW1M9ai2uuuQaXX3453v3ud+P973//Js1wZdRJV5QNprxGjUlnQCbyJD3ylDzoZ8c/SXdGPAEvP5HYUNYmGArySTqCJ8ryaXtVdJMRe/IXe5rsTzDaBqGTs1FPIus8GY39PTZHGSQ7zs5q61ebT+SpufTnUnHPUMg2Vt4trTC06Bdz6hPUywzD+tiIn2q4ndgLJTmf2BuC2Lpa1Dleq/Wpltd7TskVge3ITcO470Fs7Fgg61rtrNRmiyAqA9xzN1ounA0DRcWT9Ck8hGk8ukWznHxO9cDRt7/97Y+p/5lnnnlCHHRANemKsgmc2j94iqIoinIqkiSxfKUnDn2SriiKoiiKcpoyqcGeJwKSssYTjDrpivIYSdFnQUcUeUFlkSNBf3nZ5S3QYIo3islfsjZY7vRBByzHOllA2Oll8zDBDw1/J90vCIsDX1tusCjykvdafEuIgEVRFKmVcMl14YDZjll+l2CAoYbWM1QVKvKn2IAoSoR4Lmqpq02EnZbh0YsOpb7dR+Zbp+Ec2S6jUGcbxBoJ2QGh1IH485aqp5juNzd8LGCox/eMZwAGQg4ktP9JDiSiiMvOhkHunQtHDdhYOQE7U77rcwov2jnxAFMDrgEH4rVwJInhucrbiUFH2BGhETBA0KaT8M1v2VCPX2c+rbrnmGwj+6UmFOQHuctNeC5E85sbvuyfdwZlUS2pJR+XJ92i/G74NCOadLnT2uDao3S47Ddrm3COonYQOii1/RWNoW0z6nOcgKPz3u8oAf89z0+G+w85HFgcrXt0yeHbjzhkw+8zAXj0gfOBH1/E+p37MP9ezGE/FOVkQJ10RXmMJBgwJ71AM4iLTDBA6l1JCwB53uKGpJPuktJJ9yuO5u3SG1vGAMJOkaXwv9q5JTjw63hWAF3P6yLwZQDoZobHchLQy0kE9RnknsPbI0ImbgiShoH1f2kKlE6nP1xG3BkwFAqcY5VLE+IeZgPc0SjAnVsgXvBIOs4kjmDspkE6RoTwZiM35Rz9OUtnCRQGocpfZhmct1IbEcw5lQK+R0Ui009CwLaGYbu1XwBLQrJ1RIzdjhQPqkM7AZre8WnZ8kavoiBgMReH1IZFmVqW78amNczOmgica/88RDwWIubcSzvj2kTtGH5eycBRM1wOnOsxY6WGn+MGQAvjnX0ZXCoDRys7LTFHWcWqI25Qmqbs4zVb7BIOd73fJAIOLPAvxoOHC+z3nPT9iw6PHNiOohgaJwv8188CD17G+j0bn4OyMlmktp4yGagmXVEURVEURVEmDHXSFUVRFEVRTlMyRxv6ORX40pe+hBe84AV4xStegUceeQT3338/rr/++i2fh8pdFGWNyJznJsjmQjAoYL31Fk4Uy4hE6pAtCxotLyflx9dUu6T8LC+LPsMZSZzjSojclfrxisKBFUACKh3yaF1CYLnfgVKe4PczzgTp+aycUp30ivHNCP8u9bFSix+TAiTgu7+SibA86ZGxpF7X8jzl0aQ+crtDjQMdAAAgAElEQVQsAklKdI5SLwVw2UOVH9NvE5FYJIanS2xYg4aX6tKglJP4u03WgamGrlP0aBypCY37+ve6Q6xcimSNxGQqsfSGgdxFbEedc7VOysPY+RKTyIyVzYg5xuYcI6q/N3w5ptlPsHKbyq5vJwUKb86V3G7Ji6kgAPNCqjY/IBzteTEWXcDN7wKKoStDFjiyB+bRJ6+4iYpSh+985zv413/9Vxw5cgR/+Zd/ieuuuw4PP/zwls9DnXRFWQMWBVqYZ+tkpTqLHE0ssQDSHC0YzzuzcIHEGN3tQOZV3mkuAo0uDxxt9Lh2PW0BXT4fbONXyIKAxQGxwi7tlEc05g5YGPCL+OLAgbwk1XkCHO9zTXpqZWQkgY7z/bFrymDKCxozpqzBxPXlhnuKZEItuRTWE3jUKgD0APRF4nYREBsUKqqaM8ddFEkCwqqgfWGbUHq4vp2EeIRj4Q9Y2RV64dh8EnBvmxAG31Y3LR4pCKlnp2WBKc/Zz4fBwL6Z4zmQSodOHosaNC0wLRKVTyU8cLRfAIvipmU25ZvRNKEmfSo1zE4drAEa0nmUhbdiTmjMcZYxDEGgpok7s4EdMX4L3JltoAzMXM2OQXjXIoM5EwOIOPUgkNUC2B4JLpVa8m1iPjOmnLdc57PDsvksFoQfHCyWaywQAT88VjBNuiPgyw/wL+8/PZyhOH7maMXB84D/9coydgcAXILzfriEC/FeKMpj4SlPeQq+/vWv47LLLsOb3/xmfPGLX8Thw4e3fB7qpCuKoiiKopymaOBoyLOf/WzceeeduOyyMgj5JS95CbJMlosu2bt3L3bv3r0p81AnXVEURVEURVGGnHfeeXjDG97A1l199dVwzuF73/seDh06BGMMiAgf+tCH8JnPfGZT5qFOuqIoyiRRQzqsKIqyUZwqwZ4rsbCwgJmZmQ2x9apXvQpHjx5FpzOSpn7rW9/aENsx1ElXlMdIikEQPNpAj2nSLXJw4SYB/VluqD/Fg0JBZaEiVsxILMd+W3NeACmnHAtZl+l8pxoGiaexzglYELrjxYGB83TiWQLMNLkmfd4CuRuNlVqDptD99nID4wUrJjBIG4bPPSceIFsQL35SbSsrihTJL55DBNqiLJri06ewCFEKYUsEpDr5d4wC5vwgz6YI5sxkgCGFedIzihQzimnCReCoSLOPjMr889KOiFf2NerWERwZEW8bnlS5CAjOiIKCR+0EsN4cm0lZdIhthuPSeoOwTcfyGNlGpFBRWuNGJrFCui1zoANhgKMMwjQoz0OpAZf9UhPqzaUmPUUYzCnP8bZoI4MyKztyrLa0IzTpsW3vIMzBLuczJeI3mgCmxbZOgZ+vBsAst3MwI3S9WJH5jPDjY25Zk+5AuO9ggb1e8aLCAf+5t8PsuO9dDhwcBYW2D+/AeQe+j8RV1YwM5sJoH+U055WvfCX++q//Gmk6Opn/4z/+A9dffz0ajQb+9E//FM997nNr2XrhC1+IX/u1X2PrvvCFL2zofH3USVeUx0giKvM4JEgwYE66DC41IB4kCgRFiWDycp3vlGctIPE8MRu5IOUNwIxsOWPQy7oscHRQEHpeV0JZqMinmxOMF5hJBPRzMDtLObEKka0U2F7wC3S/ICSe45FaKp0DXu0pDAoNHCEIx3mYcoTZMbx4UCyoTmZyIcSzevg4hAGosaJI8hdVOvex+RDCG4DYnMe1IYMgtY4sAFUAiWcnIQMqSDjpBtJRP56X9wDLQxWR+wFreMCnDSt6dgueJaYVKYrUijjp6ylUZI1IaBLLOlK34NC4bCrjqpJWQb0yUFOeLw2EbcbNxyI8FxpinTGhnaYJCxwFxYzAHfcmSufe79OK3BBM8S/QsXmHY56TfrxPeHTJc9IJ+PFxh4eOjMTRjoAfHxS/iT+8CHjkGaPNPNLAnqOfRxNLUNbPqa5Jv+iii/Arv/IrePDBB3HVVVfhpptuwnve8x584AMfwMUXX4w/+ZM/qe2kW2vR7XbZk/SjR49u1tTVSVcURVEURVFOTfbt24e3vvWt2LlzJ+6//3587GMfwwMPPICLLroIxhg86UlPqm1r27ZtuOCCC3DuueciScq72vvuuw/XXnvtpsxdnXRFURRFWQmNEVBOcaR07VTjqU99Ki655BIAwJOf/GR85CMfwdLS0rKTPRjI16Qr84//+I+48847MTc3t7zupptu2tgJe6iTrihrgiLFixxbF/69XGeExkK2I7I8B7pcHloKp2TDZW8dUSm28WThpZxbLMs6QAS+zhGVhYs8zbdzPJ04CbvVOpYCnSIpzg1CuYnc1A1rY/jOAEpdhJz4Wu3UmQ+GfVh+88h8JCvZfqxtKEw1b0zYLRHS9sSEEufY8Kvt0lgfg/JQrKY8ihFtU2d/rDSpce3H2dnU83edbWKFlFZrA6xc7EnKiEQb3+kzKJczT4o1KAjdfCSzcgR0s3JdhXMG6PG4naTfRJqPhFZNx397FSXGzMwMnvOc56DT6WB+fh5XXnkldu7ciQ9+8IO46KKL8Mgjj9S29dznPhfPfvaz2brXve51Gz3lZdRJV5Q1YODQwgJb18IiCu+rJKtyAqVuvYHu8rJFgVxENA4GbVDuiURdCnSXuCZ95hA3TBbobePr2vNAMRKJUtHAUnMRMCPhYbtBzIHq58BCSwaO8jZpAbgFx67Hu6YsZrwpDwrCUaGPbaeW2WkkwEzT8Pi4huGevKwkCgBdcCG0o7B4UCdWPEjghGdKw//4dxt9cMeZEIqwDbhel8T/VzSEnUXp3RL3eKu7I+nI+/ph57X15yN/0eWc+yJIlYCG2NEmI1jhuZ8p7uB6zqA75ulb7kotu0/H8piGlgWmvGUDYCY1QXzlOBo2ctMXC/iU+0cWBkpM2EbGQhiEkauyTRJpIwsVJQi022hE7MjA0ZaYY0QDjqbY9gZ4gaFq/8hKoduFlz5nuN48jdiZNSxwtSDg+8f4F+++QwUWPE36gSWHu/87Z5r0b+01+NFhT4PuEuBr3Pl5yvcS7HZ3Ly8nGCBFD4qyGtdeey2uuuoq/Nd//Rd++qd/GlNTZWWvT33qU/j85z+Pt7zlLbVtDQYDfOADH8Azn/lMJEmiKRgVZfLgDot8Sh5/skOinywXieETcL+JLctdW8fbBH3EOhd5Iu8MYL2n645fROWTdaC82PrrClcGGPl+hqMyO4i/ldKOc3xd7Gl7Mq4cerWOOUsGwT6UTwNFUpTlNhvxVNoiDOaU2HCKUbtrnXPdJ7x1lsUcrTVIxZP9wCc14zOsuMjfjegXsxN7Sl+LtT5+j7WT51hd28F+jdwgRNeNsRMbO/Z0e9wLt1jgaCxYetyTdHnzXG2XOH/74ua4n/NsQL28fHJeeE56f9AEBl5UqkuBxTOYnRl6ALPYD2VjyWTA+SnIrl27sGvXLrbuN37jN9Zs553vfCcuu+wyfPOb31xepykYFUU5eVmPw3U6o/trstDjsSZOfXdPOZ15//vfj6uvvpqtu/POOzdtPHXSFUXZXPSqvTZ0f00WsTcbyororjr5ONUDRzeSq6++GkSj9MSHDx/GL/3SL23aeKs66c45PPzwwzh8+DCMMTjrrLNw1llnodlsrtZNUU5rDFxQzKiJLvzLlwEhEYm3zaADMmMSQueNsqBRBdkw33rWAXv/TKZc58lmFrN5pN5Q7RRYEHnSD3cdFr1iPA0LAJbJXRYzA+tJIwpn2BtroMq37k3PAb0CSL0ppg2wnOxw4Am1gTDnt0Op8/XXDQxP6B17hS91v4RSm+FfqBo8QBaOwkIvoNChbhuu5cmqSVRdqNSW+/2sCbdVFnuyxPXlBvFc6lbMUWrbm0IiVOVo98MBEiARV4btwvUaOLAgv5yAhSIMLu2Ifd9JeMhAK1KoqI6TJ/OvR4sHjctdDpRaGykdGVeoKGY7Ad/3Mne5QXmuSg141I5oIwsFNYUm3SA87m1wzVAqlg3iBY+mxXxkwaOqmJFnZyElLHk/ZbkDK0oEAN8/7HBoabRu/6LDt/cXKIarHBk8+tD5wN5njUw7i3Me5jtoFgegKCeSN7/5zfja176Gu+8uYyPuu+8+PProo3jpS1+6KeMFTvrRo0dx22234fbbb8c999yDPM+xY8cOJEmCw4cPoygKPOtZz8LVV1+NV77yldi9e/emTExRTlYMHFL0WQCpRT4selRBaIiAp34+B3bVTPsIXJaiURY0GpkBMlFSUy5XhZPsSCiaZUvoelVtiAi9jDuK86YMKK1oJQazTR7418sJbe9XhIZZGnwGTYOGd60llG18J93CcKfdAkY6oTl4IGgVRMcc9xrOtXSyCGFRpALCWTJAS3rkESqH318hK5k2hZ2B7IOwTc/wIk0OYeXSHKGzX4ibhhRh0Gwhg1RFGwAty7ej5criRctDE7DU44HGiSkdfp+2FU56YtZVqCiaYUQ6oevRXK+k7x5bzEg4+yni1TzljcS4+aSGV5atnH3ppAdFiIQjb038psE/hyyAjjinOmK7moYFjhKAI12HRxf9G3Vg/wJ30n9wqMBBz0nft+DwyP6dZQYXoAwSfeh5wMOXjqZIDhdhc4LxFE4mg4SUFTn//PPxtre9bXn5ec97Hm677bZNG2/560dEuPnmm3HZZZdh//79eMtb3oK9e/diMBjgwIED2LdvH/r9Pg4dOoRbbrkFRVHgqquuwhvf+EZ0u93VxlAU5XShTlCdopxMnKrn70Ztl4x/3yCzijKJ7Nu3DzMzM8vLRITvfOc7mzZeCgDdbhfXXXcdrrzySnzjG99AoyEfYY2Ym5vDFVdcgSuuuALvfOc78bnPfQ4ve9nLcOutt+Lss8/etIkqinISsFJiG0U5WTlVNen6vVSGZLFUtUqUPXv24NJLL8XP/dzPwTmHr371q3jNa16zaeOlAHDLLbfgpptuWlNpVACw1uKaa67B5Zdfjne/+914//vfvymTVJRJxqCAZdKWAsPyQd66HNZLUE2wkVSN8pGUKV8DMw1xItIrJmXKRR+XDPt5y2RZHnIii4JGv8w5GQzED3VOXGFREJA74qoQMsu6UgAwllCIV6cFEW8Dg6ygIHe6r0lPLGCkztag1GYvbwTGp9Czhvep7MRS38m85IkYSxKr+mMolMnUKVQUk1gwTbqYc3VarNZm2bbQxMfGl8ux/eoTMSOl2w6AzOy2YZkK5D5badulJCZ2TtUZJ1YIaLWxYhKZOrIZOceY3jw256j+XkhZpNQmRU2NPNe2F76aDEA3F/EJDlgY8AO/MCAc8/KkH+sBtHDG6HfKJcCRc2AOnutNUT1HZfK49tpr8bSnPQ2f/vSnQUT48z//czzvec/btPEMUexX+/TCGIOXYnNE/8qpTx8zLEg0QweLOIOtW8QZGHhRWQVSzOMsZucIzkXuC1Cbi8DcT8CKGc3tB9pHR8tpH9ixl09o7idAw9O7N3rAtkfgFzPCzKNl0aMKW2BOSNnPnjWY8vTc7dTg7BkeOHrWtMVMk7fZPcs9j11T3E5igbkWt7OjbTDr6WNbqcGsdEYy4pp0B2BB6Kl7KAv2VBAAWfG5J4IwCcCC49pxBz5WMRzLpxB6cwKwBO4IZ8IOAViM2JFtuhDzibTpi+3KwYNmgXJf+Ksy0YbAixthOF9pp0BoZ8DtDAoRw+uAJaGRn0oNmtIxHYM1YDENALiwHYg7obHc+7JfEKgZ0Y3LgkcxO7JQURNc7x2zY8ALVAGlBty/k0kMMCXaSP17AmC7jGmIaMm3ifnMCL27BYIv3U7LtOwLBeEHR9zycXYE/PBYgSPd0XEeFMAX7ucn51ceykDzZ45WHHgq8L+uK2NsDIC8gaf+6Aiehq+wflpNdPP5PD6Pf/j+tvEN18D/fOpxqGu5Mazx53LEBz/4wY2ch6IodVjv794W/V7qz/IGUFdacSIlGKei/EPZMCjyCRm+XqDRa4iqMJwsEKdsLpnb2M+kcdNNN2H//vUXwTp48CDe8IY3bOCM6jP27eO+ffvw0EMPoShGj3Gcc/jwhz+MV7/61Zs6OUVRFEVRFEVZL6997Wtxww034Bd/8Rfx67/+60hk2qkVICL83d/9HT71qU/h1ltv3eRZxlnVSf/ABz6AG2+8Mfrawhh9lKIoiqIoinIyk8ngkVOM2dlZfOITn8Bf/MVf4KKLLsJLX/pSvOAFL8All1yCubk51nZxcRH33nsvvva1r+GOO+7AlVdeib/9279Fp9NZwfrmsqqT/i//8i948MEHsWfPHlg7UsYQEa644opNn5yinAzInOiACdbJ4kYGMpc5kKAP/8Wwc4AbTLH85hhMAYknIqYEQfWgrANeQMcEedLRmyv1oMuDZ+glx5mZXgZWqKjKge7nSV8S+c4LKnOn+8z3wYJSUwuklpiEt5MaNLxAzcIBVvw6taxhqafhqIxWZMV6KMwDLnMAy6JIhDDfegbeyKAs/uIzANdzLxcqkoF+QgMux5KacKAspsTmaEIdvaOIjkCM7cC17bFnKxbcTkJhsOJAaOITBLrsJOd2jCNY8TCnzqOdxArptsyBXo0vDcugTBnJWqdQUbQN+DllEebel5p0GZRZBWrKsWSu+yC/OcJtb4PnYLdiGQCmhLY+UoQIU2I7LFgOdAA4lBN6XuzBfEbYO+9p0h3w/UMF9nnFi7LC4Pv7xG/SfS8EDj9xtAkHd+FJh+6Hrb6bZLFD1I1QlI0kTVO84Q1vwG/+5m/iYx/7GG6++WZ8/etfhzEGc3NzMMbgyJEjKIoCl156KV7ykpfgH/7hH3DOOeec2Hmv9sfnPve5OPfcc4P1xhi89a1v3aw5KcpJBS9SBBCSoZNuvTYDpN5VkwJPILRjnIXL2ty5ztrcSQfVKGY0XOfbMQ7Ivai1dIC+H0gKoJ9zh5xoWCnUc/q6OaHlOQiFI/TFU5mFDOh7QzcTYKrBnfR+k9DMPTuWkAhHMU3AqqTCGSCVziy4sxYLsIw56TIQkIRTasGD7Kp+slBRY0zSaIewUmi13ke2kX8nhMGcMXKEzqvsI9c5E2bEKUyYGUb6zcJO4gyaIrNNP3ZDIrBG3CPEHOdxRYBiTnEsm8q4qqQGYaCmRXjlbCJsE9gR80kQBo42hW1jQjuyUqhBOJ8WuAPeRFk9VNphQargjjyAI/MOx/2sLH3CI16hooKAh48U+OEx7qT/14EZZgcP/Q/gwAWj6Rxu4MnH/g5pENWtnAgmUUe+WWzfvh033ngjbrzxRgwGAzzyyCM4cOAAnHM488wz8fjHP/6EPTWPsaqT7pxDr9dDux1e9L/73e/iyiuv3LSJKYqiKIqiKMpm0Gw2sWfPHuzZs+dET2VFVnXSX/Oa1+D3f//3cfHFF7Mc6s45fOQjH8HrX//6TZ+goiiKoiiKsjloMaPJZVUn/bbbbsOHPvQhDRxVlDVRpQ8bfW9ihYviKcaEDoMsQEJU7GueyYYaaJJtTFDMKN6G2yEQ7zJclkoRv40zYQEbR6INhWnZiLh0vIjIraPKjvX8DI0yvvF1NKZNzJDUm68kJ5F22VjCjuwzZgqBbTkf2T5mW9qJ/X21sVbqK+X5kS6BiVr7fszYdeY2zoa/bty2j1tea7vVxpb9YvOJ5YiP9RFSGvndLRxYIbLcETI3+j47IgwKHnOSFRjGxXjDZykSL0NcSprFU1HqMDZw9KGHHsITnvAEDRxVlJpYFGhikQWOdjEn2jg0scjWNTGFwhOb5q6FvDfHfb5Gj1cczZtA5xifQG8BKDyxa9YpK/r5juDMQaC1MFou+kCfF7RY6M2j70Y6+VZu0EkdUk8w3ErBPPAy6I8LHB83zYsZNRNgum+Y3v0AHI72R20aFjjHcAFxuwM0/QA5Auy04Q5vCq5BdxTqfq3Q9NLwP+xeSOh1Hd/Osg3CAMIlCDtU3rn4diDuQBKEgX9SN58hvCGQbk6GUEsOoSV3Ys6EYbCr1yVHqOMn4kGOstgToQw49e0UADI+x6bcz5Jqn47TpEt9d2pWCPgUdmL7WerE/UBNg2FQqN/GhAWG5JwThIGjLTHHBGXxIp+WsCMDPoEyfkLamRNttlt+/jbAg0INysJF3jHNCPjBMX5w/vNgzqqH7l9wuHtvvnyccwK++d8G/33U+0INOsBXeU7pp/5HC2fj7uXlFP0gBkdRlJBVnfSLL74YT3ziE4P1xhj88R//8aZNSlFOZspCHAWMd7WNPTWX6ywKFmxq4YZPt/3oTQs4b9klfLlqQ6JN0eBOXpGOtUPOwHnXbGeGhS89p68gw5aNM8HTuFjhucpXXbbjgMxbYY1hT/CqNv46A8AmCJ+Ay8DRoKx65DGe7Bdk1YhsRBUM6DcJnmgKJ7l6oum3c7F+YjmPtKnzlNyC3yQYCvePHL/uE/L1PE0e95R8PW8QVptPnSfVbNmEgZrGhPtHvkkeN3Z1rkjnOpalZtx8Yk/FZQYYeWOTRLZBVFclF2Zm6ufEpBDdHFga0PK3oXBAf9AE+t6T88EUsHAmszOLH2Ab9kGZTDKZAUuZGFatOJqmKY4dOxb92z//8z9vyoQURVGi6PtxRVEU5TRi1SfpT3/60/Hyl78cl156KUvF6JzDbbfdhre//e2bPT9FUU4m1qsFroM+7FEURdlwNHB0clnVSX/5y1+O+fl5fPnLXw7+poGjilIfi5zlBDYgNNBlbcJ86xYJBkwCU/RneL5zskGQFpbmgNRblw7KPsbTimRtIPHGi9jpZwsYeBIZR0A3N0w9cqxHTIKSWEIz4S/oFgeG+emDAmgmxN7QF44w2xr1cxlhKeNeeTMpNbAV1gDbm3w+ZU5rv6KOAVoRLblINY+G0LbLOwJjENSfyigsMNQ0PAI2rwasNoxCHXuCMpKODS/m0xBaGhmxO5qoWBZtMhNqyWU0cIIwT7s1XEvuwPdzpZGX2vZAxy/3M3i0opQQAWHOcaDUlgfyJNEmJvGIadv9E8gizEHeEv1W0sjL+fi59yutvbQjpVhtsa6BUCMfy28uNfIdcP19C2WBI2/shYTQ9c7fQQHsW+Aasx8cdjjUHa17ZMHh/xwYfXnywuDRh54KPPL0kemsibMf5kUFZrAfiqKsnVWd9AsuuAB33XUXduzYwdZr4KiirI3SSR9V1DOgwClPMIDvwRDCyqVF1gFSL6qPDNCfFYPl3AFv9MoPK4rUEZVLbVAEKc8agBnZsUQYiAJHR/tAz3OyWqnBTJN7Yd2MFy5KLJBax30jY5FYbkcW2FgcAANvrIYFphvcSW80wJ1JQiT7DcIUNS2ZTsbwRm4FO1KA36z6DumRKIoUuWnIwR2zKgjT346GuPkohv1k0KxEOteJmE9VkTTQ9Ytt7Yv94yJzlil5ksicxG4t5yKc0JjmOlaEyG8Tc+Rr2RHOfgru3Mac65gdOX5qePErg9IBl3aks9+WjrwJbxra4DcACbgDDpQBqf58mqYMFB1CAA4vORxcGh2MQQFWORQA7j9U4NDSaN3eeYd9+3aNGhQN4IEXAj96zvKq1A1wMf4aysmDatInl1Wd9Pe85z2Bgw6UT9Hf8Y53bNqkJJ/97GfxT//0Tzj//PPx7//+7/it3/otvOhFL1qx/f79+/GOd7wDT37yk/Hoo49iaWkJN998M6anp7dszoqiDNmgl261UjKeCuhLSmWSkTdaiqJsGqs66VdccQW+973v4SlPeQqazTKP2Xe+8x1MTU3h8ssv35IJfvSjH8W73vUu3H///eh0Oti7dy+e8Yxn4Itf/CKe//znB+3n5+dxxRVX4Hd/93fxmte8BgDw+te/Hr/6q7+KL33pS1syZ0VRPDbogl4necgpgTpAyiSj5+cph2rSJ5dVs7u8733vw4UXXoj3ve99y+vOO+883H777VuS3WV+fh5vetObcO2116LTKfWyu3fvxotf/GK89rWvjfb5sz/7Mzz44IO47rrrlte96lWvwpe//GV84Qtf2PQ5KwoAWBAM3PLHomDLBgXs2I8TfYavnYvG6h9KIp9h6sbqI5erdat8nLMYFMQ+VVrE1T6ZA+uTFZF2VOrS/Y8cKydCwT4IPstSjepTpcLzP5Wm2P9Y8Yn1kVSp76pPNR47EUxkHCM+kbFi85Fjm4gduV3SXiyWKLaPgu03YltXmKf8JJF+cltj+zrYH2Jbx7HSvqy1rev9iGPBzsMV9nv0eI05prU/3n5PgcKMPrkBujmhxz4OiwMKPsf73qcHYHEnsHjG6HP0p2AO7Vn+4PA544+Poii1WPVJ+pEjR/Dxj38cL3zhC5fXdTodvOlNb8Lb3va2TX+aftddd+HYsWO49NJL2fpLLrkEn/nMZ/Dd734Xz3jGM9jfPv3pT+PCCy/E1NQokuaCCy7A9u3b8clPfhK//Mu/vKlzVhSLPChUlKMNPy96gQEG4PKrPmZYMSOLAjka8D3Eomgi6273Bosk0CZbatArGl2gsQQY73FJo8811mkf6PJiRmgulfnUh2RJgX1uAX6+9TOmC2xvj+z0CmCH0Fzvh0PD09k2rQGRReo5vs3EwXrb2csJBXF97OOmLGY9LW5iCZ0+oeGnkW8YpJ60PoGBjQWBtjB6Ilj9vz+cpVEhHoMwsTtQOj/V7q/+tCC05AnC4kEDYWcw/PhtpswofzmhjJjtieNsZfEgw/XmiIzVB3cYiUZO73Lya/DAWqAMXPVNZabU2/u0Tahbl5r9TLSJ7Q9JLJA1CNQ0cb23v8tkMCcwLFTkrWsO21T73SBeFEnOxw/mrG7eOt4yEOrfY0WIWqKN0JLDoFz2C3QlKAse+efhDsuu7gsF4YGDo5PDEfDw0QLHvGO4lBHuesg/EYGvPJiDFs5YXqZHLgD+9/89qsOQt/C0Hx3Eee6DXi991K4oG8WqTrpzDq94xSuif8uyza8W9s1vfhMAsGfPHra+KrB07733Mie93+/jP//zP/HSl740sPWEJzwB99xzzybOVlF8Ygpq6Z2MV1mX11l7uD4AACAASURBVF253vB/BwGNYl21bMS6IKouYge8j0zWEWyFjL/EMHkISwRC9fbGuLG89WvCiP9fqY3cPau1WXbqfE+pxjh15jdunusdZ7kT1R/vMY0V6btef+6xjF/X9v/P3r1HyVrVd/5/7+epS3ef7nPjImjAKLJE8TYSxQuMhpDlJc4ClyEJS01ckpjfuBiCMTqzJmpkYFhmycpdyTDJkiDmphNxTH7BnwhKMENGEkTEYMjheoBzv/Wluup5nr1/fzxVXXvv5zndDelzus6pz8t11Hp6P7t2dZ/Lt3Z99/db80di2XtW+OO04j3PZN74vrqfXfTH3T8bWLjysX/NOmobiIUdc9Oym/Hg75e8SWIdjUqLWjmWxIf0x8WTTz7J8573vPVexrKWTXd55JFHyPN4S6VMQ3nggQeO2KIG9uzZA8DMTFi9Ynp6GigPiPr27duHc64yfnDPrl27jtBKRURERORY8TM/8zPrvYQVLRuk/+RP/iQ/9mM/xvXXX883vvENvv3tb/OZz3yGc845h4svvviIL67dLmtYxTXZk6Rc9uAw60rjB/fE40VERETGWVa4Nf11rPg//+f/8NM//dN8//vfX++lHNay6S7ve9/72L17N7/6q79Kt1t+nNVsNvn1X/91fvEXf/GIL+6UU04BYG5uLrg+eBx/TLF161ZarVZl/OCeUf9YQ45fKVlUJ91WPiJu0A3y1sv7wmZGLeZJvIRh6xKyXlRaNG5uhIN8IsxJrzQzMtX7FjdC7hV7TrOy1ro3z2K2wIKXC5wmjv1RrrIDJr30G+ugWzgK79rBRUfuffbeTKARHRDsZGEDpDSBQ92wbrtzMOnlgKdAO8ofNkRZKY4yN9n/yDcjTMWwhHnAdVx/jJ8eUER1yR1l7rg/uatJkRnUL/dXHdcyTkyYE1RQ3XaJa6A3qaabxHsadQdVe1Rz7ePvR0L1exZ/EBu/1LqP2eNrgwOUvpWaCdXmkpvqv3htE44Jj4AM54mfK37tLaoNhuJ54jrpac16JqPc+jZhoyJDv1FRNM+G8Ae2L3d0vT/ehzIXNCoqLPzrvoLd88MfRieDbTujjl0PvRoODA+CTuw6hefvf5ClH2LRYCuziByLfv7nf57Pfvaz/Nmf/Rl//Md/zPnnn8/FF1+8tBE8CpYN0gE+8pGPcNlll3HXXXdRFAVveMMbeM5znnM01sY555QNEp544gle9rKXLV1//PHHAXjVq15Vueff/bt/t/R13xNPPMFb3vKWwz7Xgzy49P9P7P9HZK3EjYsSqnmcqw3S/ftyN0HWi36v9iarub69SVZuZhQF6Z1NYSDf6JaHUBM/SO/QSIf/+KcJ7OuEUVYrTYI4yDpYzKHhNedxDrpeQmx9U6TwjF9qoJmEjZLiAiapgUZ0WDB1LoxBHWWwFn/Pgg6brnrosC5pPh6TxfNQdiqNI+X407+cMChPoBI5J9E8OdVgNn6zsXSft+a4C+igOki8noArv2f+PPFzF9Ulk1DTuTScliJac22Hz/h7EY0ZHN6MD2rG3V5bUPkNtNIB1JTwtdN/7P9rakx1ngkTHjhNCBsnwcqdQgfz+M/VAKajIP2Q5ZB3IPfAogsaFeX9IH37oeG1xSxh2444SH8T7D5zuJw9TV48+xeY2ndXcizY0/+Pb1xz0m+88UYALrvsMgDuuusu/uN//I+cccYZ/NIv/VJtn6CjbcUgHcod6vWoinLhhRdywgkncPfdd/O2t71t6frdd9/Na1/7Ws4888zKPT/7sz/Lf/2v/5VOp7NUtvGhhx5i3759hz0EC3AWZ639CxA54o6BjxbXaolH8rCgiMgYiDchf8gP13E162vnzp1Lm84PPPAAN910E1/4whfYunUr27dvZ8OGDXzgAx/gBS94wbqtMQG49tprK4cwn4k9e/Zw5ZVXrtmiBtI05eMf/zg33XQTi4tlqsDTTz/NV7/61aWOp5/61Kd4xStesXTI9LLLLuM5z3kOf/Inf7I0z/XXX8/rX//6ZXfSRWTEHQPvR0REjjWZdWv661hx0UUX8eUvf5kf//Ef5+UvfzkPPvggN954I48++ii/93u/x2/8xm/wla98hVtvvXXd1tgA+E//6T/xy7/8y7z1rW/l3e9+N2kaf7ZYzznH//pf/4ubb76ZP/zDPzwiC7ziiitot9t84AMf4OUvfzn33HMPn//853n7298OlBVddu3atZQzPzMzw5133sl//s//mV27dtHpdJidneVv//Zvaw+UihwNcRpL/ZiY69/3bP7Si1IRaq9F9driUo6rqv9movKKqyw+GZdljDNH6ko51s7jcN6f68q8a1VO8HAlGJ/NPJUU9Jqc9NWIbzvcGlca82ys5rmezTzPdn2r+fms1fM/k5/z4R4vN9dyazpMCUbrwm+/paa8YvDYLTURGygsQV8EAGMTjNevIFGaixxH/u///b+8+93v5tJLL+V3fud3eOUrXxl8fWJigiuvvJJrrrmGt771reuyRuNc+U9anuf8wR/8AZ/73Oe46KKLOO+88zj33HPZtGlTcMP8/Dz33HMP3/zmN/nyl7/MhRdeyNVXX72UWnIsMsZwEdXa6iJrx+BnQhe0OMQpwYhDPIfCO5FmadBjQ3DfAlvImPTGNJmLzk/kUx1sw8s/byzC5qfCnPSZnTDhHfhKCpjaHy55ZmeZg740Txc27Qjnac+W15fG9NiyybsHOGU6Ydo/zJnAlrYh9XKBt0waNrXDMadtDJOcZ1qGCS9ft5HASRuSIKV4Q9Mw6Y1ppnDqdDjPZMPQivKgk070riCjbCA0YCkbFflyqodCM8LoKAO60TxxnnjPhc2M6N/jj6l7rjxaTy96rsE1/1Lhqvnl8Xrymnkywnc/g9ex0pi4uVJ8T0H1deRUg/04cI0PhQ46bPrj24Q56Q0D8T9TTVMzT/S87Si/PCXME4fqAdQWlcOclUZFDWBjNGZz2ISoMo/p3+OdfehZ2DYfBs8/2JMz7+WkPz1n+Ycnhz/43MI/PmF46qC3oMVN8PWPBPOc9b02p/ADb8mLbGAvcvz4Cl/hv3xjbeO3T/1EBxfvvIygF73oRdx9992ceGL9GcQnn3ySN73pTZx33nlL+etH29JfB41GgyuvvJL3ve99fO5zn+PTn/40f/d3f4cxhk2bNmGMYf/+/RRFwete9zp+6qd+ir/+67/mR35ELYBFVjbYFS8ZisrhqwSLC6IaQ0IRBOkJNrjPRI/LpzJg/ZInSblD5rxrNgnH4KCIyqDYBjgvOnFp/x5/+60Jxnt+Y7HRcqx1YeNJB5k1FN5f4pklqPZiajbsCgs979vj+s1X/N3yItoxpKg2vYwLrhhqOs0PDh76i44HJS48BDnY4QwOIkaHQhO3ul3WxITBfkr9c8Vrjg9vxgc1EwNp9NFHXJWlbnc3IaxaY1wYuC6dYY0OYcb/UMfrq6su86x2wKMA2PSvVb7P0Y2r+fAoDtzrDtauaj11c0c3xnMnNa8h6q5qgU70Rmcxd8GflYXMBUF7bqHXbUPXOyi6OAOzJwfzbOSHbOJJ5PiWxW+mx8RHP/rRwwboACeddBLvfOc717WeeuXg6ObNm/nQhz7Ehz70IXq9Hjt27GDXrl1YaznppJM45ZRTjuldcxE5NtWlv4iIiDwbH/jAB5b9eqvV4tOf/vRRWk29Zau7tFotTj/9dE4//fSjtR4RkVprlb4sIiJD41qC8bd+67f41V/91aXHf/d3f8cdd9xBmqa88Y1v5M1vfvP6La5vVSUYRWTtNb3mRgBtZrHeH8mCFo40SHdp0gke57hKDfYsm4Dc/zw8LWug+82MujNlOstAmoc10aFseOTnndikrJ1uotwIF6bWLGSHgmlmu+XH60uvISnrm/uZBzO5YSEbzpsmsHch3CvPJ2DSW3IjgYPdsE66MWGGRcOUjZICEwSHyA3QmDDV2tx+XrYx0I7miZvRLJ2I9QdFpymtqeZgNzjMxwLeC8uo1jd30Zpr56nJLfe/YY4y/yeepx3eVq33HqVzOKLfF5Q5RVmcXuKq3+c0Wk88pu40chq9joSwBvkgJz1IHaGaplLXdCiudd801Xni1Kd29DqaVHPk6+qb+42KBvP4tdzjOukJzCVho6JO7tgxF0ZZ2/bboF/B07OW7+/2ctILw95HXwy7XrR0Le1McfKj4afkG9iNyPHq/vvvDx6ff/75nH/++UDZI0hBusiYSrBBB1KACWaxXjSQM0FOK2hmlJIFQbnB0SQ8qNnLp7FxlBU3M5o7AZreacXWQnkI1JdNhoFX0Sof+9eSqPOMS8iy8K+VA4uWeS8Ab6XQajgaXnA0nzn8Jm8NYziQhpFZq0FwT+HKJi1+LBQ34UwTaEWHINMoL9oYSJomeP5mkzAoHQTFvjw6hOmoHvBsQhBsW1dtqDPIe46vBS+EfqfSvoKyKZL/0uJumUClUVFCVPaD+uZBlUpYUZRcd3A0iZ4rJcx/B+iZKEfeVb/P8XMPXqsvblTUIGwCZKgG14fL2fevNU34BsVQ7RRa9/OKO4UmpvqmYZLwZ9+gegB1KnpdbQMzwzEO2DNv2dcZfj8Wc8dTs2GQ/s+7iyBIf+JQwVNPebm3eQt++GZ4cljNopUv8Fr3eWT8ZPHBnePYY489hjEG5xxzc3OV5pfOObZt28b3vve9dVphSEG6iIiIiBz3vvzlL3PHHXfw13/910tlxGObN2/mpptuWofVVSlIFxERERlT45STfuWVV3LllVfy2c9+ljvuuIPrrrsuKBeZpinPfe5zV90v6EhTkC6yTuLSiQYbpccW/bKNNriWePkUjqSmUZIL5naOfjlFP3c8DUsw2iT8OpS57FFzE1wSdQuK7huUe/SnsRlFMlxP4QyFDQ9+ZrbfTGXwOhMXPAbIrQlKhSVJ2ZTFV1gTlFw0DoqoA145z/BaYkxZodIb04zzjutyruP0CUc1nSIuMZiYMLccqmUSB9eC5lMrPPfSuJoykfF6Ks8VpakMOuP40miMO0wJxhWyZKrfH1P9vsYlIeO8dWqeK/5+DB7XXYufKzjUED2uc7j0pDhHvi7VZqVSjnGufRpmOVlXprcs5mG6y0KUDrSQOWa9kouzXQMLW4cD8hYcPBWz3yuhbKN0N5Hj2Pve9z7a7TbPf/7z13spy1KQLrIODAUt5ivX/Zz0hJyciSB0z5kIYpOCBk2mgzlazJN7CcMuT8n2nxYGNRufhvbc8HHegsmD4WKcgYaXeNzoltcS/xRoN7wnKaL669Cd2UW3vbD0OEsd820XpBAXznLIm6rVMGDCeayzHPAbFSUGpsM89dxa5nrDMe0U4sgsd5Y5b57UOBxJGZgPXnrT0PByk9MEkvhA4SJhE6JBTOQHwV3CINRSzUMuqOZlR99WuoQHWR3V4DrOkYcyT9tGY7rRm48kym0vTE2joiiQzk1No6JoHkv14GiD6ACqC6NQR/WQ6uBwazBPzcHNVhRsxw2P4sOlUHOY01QbHjVq8t/jJkRxo6JWmEuOoXzc8sakVBseRc2M5qzj4b3Db3Rh4eEDBYe6fgDu+PrDYTes/29bgZ3bsvTY7jgL7v754YDeJC95fDfPL/7YW+IYbafK2JuamuKyyy477Ndvvvlm3vOe9xzFFdVTkC6yTuIdcFNpeFSWtQjHhaUuTPR4MMa/x+H6O97+llz0OP764Frdbnuwk26ieaJqL/3VBGdLXf9XtEMYtCh31c1j6+JW567y3amOqc7jojGD+ivxd3nFhkN1j+t2eOvGLHdttc9VWWPNrnTdXM90PYd7/pXGrOa+w61vta//cNdW2Ax/xutZ7p7Vzpus4rmi3X/rwspIhR3+8q/1ojdMvQIo/HevLeh5pWR6UzSKHbTR7rmMz8HR73//+xhjOPvsswH4+7//e/I83tkAay2f/vSnFaSLiDxbx80/K6sNKGV96Ocjclx485vfzMTEBNu3bwfg3e9+N4899ljtWFOpcLU+FKSLyDFpNP4KXQPHzbuN41R8rkDkODMuB0evvfZams1hzttpp53Gd77zHU488cRgnHOOCy644Ggvr5aCdJERkZBFh0INDXpBnfQG3ajhkaVBmI/aYoHCSyq2NPpNkYbzFNlk2LzIJeHBMigbGTX85GhTdhSKmyL56S1pBmm4nrIpkp9Xazm02A3Ox023HcaLhArrOBA1ITImTFPJ+s2M/DOFG5rhubvCEeTv9l9FkAKTJDDXdUH99Kwo67kvvawENkZ50KZhwmQbR5mn7Wf7FIR1t+sCvsJUGxzFn8BaorQi6g9cxgcjbc3zxf8gxx2g4rQMDvO4tia7n7NUMyaPnt9Fr91F/ztYbzxPnG8e14gfHO70x6SEOeH0HzeiMfE8cZ30uIkVlLnt/pg2YW676V/zc+IbpnI+YX/m6Hl/LA/2HDvnh9+w3MLD+wv2enXS57rw6O6oL8LDr4QDzx0ub+fz+JGD/zL8etFkM3sRGScf+MAHgse//du/XQnQodxF/+QnP3mUVrU8BekiIyIOtstri0Fw3Ywel02RwlOGbeaCA6gFrX73Ui8I7k2HQXrRgqghSnlQNKrcEjdF6tgyCPfvaUUHYrNJ/M6lRVGwfz4PrjljgwOgAGlio8dJ2N/HQJKEQbp10IwqZqRRMBuft0xM2QHVD+4XEsek13gmTWDDTBhQpc0yUB++CMpDj5UqKPFBzXB95DVj8ugQposOJjpXrUJSVy0kJ3xnU1e5JI0OCBQ188RrTqm+kVjNPPEbC0u1eVFc3WXQcMnXiO6rq6YSB/INygOevnYUcCdRsJ1QNipqRNfig6tT0bU24aFQQxmQ+3M3CQ+XAnsO2aAqy/5Fx5OHhn8OMgsP7i142vuzOt9N+ZenotOu//yTsOeMpYeTu1ucPfeniNTJ4j9fY+Kcc84JHn/3u9/ltttu4zWveQ1vetOb1mlVoboiXqsyKt2YRGQ1lFNxzFBqhYjIEff617+eCy64gK985Sv8wz/8A+eddx47d+7ktttu43/+z/+53ssDVgjSL7nkksN+7aqrrlrzxYjIkaLI75ih91MichRl1q3pr2PF2972Nm6//XYuuugirrnmGt7xjnfw6U9/mquvvpqnn356vZcHrBCkf/3rX2fPnj2V61/60pf4m7/5myO2KBFZa+v4F+cReupj55+CZ0jvp2Q5x+1vfJGj65RTTgHKg6Lf/OY3ufDCC5e+1m63D3fbUbVsTvr8/Dzvec97uOGGGzj99NPpdrt86EMf4vOf/zxFMaZJTCJHiaGgzVyYS04r7CZKp9KEZI4Tyb0TcgUtctpBLjsF2LkZ72ETG0eHnTkovJNuaV52LvVyyZneA20vB73RhXZUe9kl4QHUtAcbdwZNkfa5WQ52hknOrUY1EombGTWSQWr28FqvcBzymvXE+elQdjz1Gx4lBmZ7Lphn84RhxnuZZSp3+H3ePGHY6Oc4O0imo4T3nGrudnSQla6pXqNuHhd+PT7C0KNssBSoyROP1xPPUzcmbm5U97rifHxbM6YZjSkID3MOGhctW7S+P68/Js7HN5SHOeMmRJM1Oen+pRbVBkNxo6K6ZkabTZiTHs9j+vd4DZcWC3jkQPh76gd7cua9nPSnZi3feWr4TcwsfOdxw45Z78XOnQS3XxHMc9b3JnkO/7D0uEkHEQlZW/75u/POO5mfn1/KQ3fOsXv37vVc2pJlg/RvfetbvPrVr+aqq67i+c9/Ptdffz2Tk5N873vfU066yBFmcCQUQZBusFFQbkiiCKocEzY8SsijA6dh9OQw2KhTKEWzPFDqzUTRDIP0olk9XOqiyNg2wu4ruPKav4aiSeHNm5nqJkBuyyDcX3MZzw2vFc6EzSlr9hLi5i/GQLOAxDvUWH59+H23LnoJVJvKACQpUaBqygOVw0VXW9wnNYdAExe+J0j7c/nSKLCvq+5iTLig+IDl4CBrFP+vWN0lpVolJn7tdffF66vrxVWpPkNV9LIO2zwoqMpCzUHWeH1RQF7XhCih+jNMo0OhqamuJxpjnaMTVfVZzFzwe3M+c8z1wt+Xve4ELHq7fJ2NMHtKMM8m/pnNPIHIaozrwVFrLVdccQVf+9rX+Lmf+zle8IIX8OUvf5nf/u3f5id+4ifWe3nACkH6a17zGprNJi960Yu4/PLLOeuss/jmN7/JxMQEL3jBC47WGkXksPTZt8gRpTrpIselD37wg3z729/mwgsv5O1vfzvz8/McOnSI97///bRacb3W9bFskP7Sl76UH/uxH+P222/nlltu4bTTTuPKK6/kox/9KLfffju/+Iu/eLTWKSIiIiJr7Fg67LnW3vjGNy79/02bNvELv/ALAPzBH/zBei0psGyQvm3bNk477TS++93vcuqppwLwW7/1W7z3ve/llltuUZAucgSZ2kZF8xgvh8PSpIg6tDRYDNJdEgqatIg/x8/w6pvjyLvT4QI6GyH35k575S8/FSWbCJsXuQQ6m6MX4giKoNsUFjeGaTNRDnbuMvZ2wjSezQ4mvbzfXuHYv+ho+lNbguZBSULQ+AVgugUTqVtKmSjrpCfBEhcy8PMuWqmhFaVqNAfNcvo7rQbY0DQk3rhmizBNZVADPZgofFjOZ8K0D+uiOun95flTxXXABw2P/Oe3QBY9v4ny3wuqqTTxGEuZkhOvOc4TT6J5ElNN4ymieeJC9oPry11IahoMNeMUFKppRe3oWoswlWWQ2x7XN4/KktMmzEmfIMx/T2DOOLreb+mFLGxUBPDwAcv+xeG1Jw9ZfrDHy0nPDfsffTHs/dGla425jZz4mP9nGabUqEhkVXbu3Mm2bdvI8+GfM2st/+N//A8uv/zydVxZadkg/WUvexlf//rXSdPh31BTU1N84Qtf4IwzzljmThH5tzJY0qhR0SQHg0NgBe0o2B40RfLz2HMm+5npAy5KRDa06WabwgV0NkPPC8AbXWh2w2ZG7flqUyQTJRWnWXR4sYB5F44zUcRZFBwwh4JpWokLGhMlFvZ1bBBjmakkCJJTYzgQBZzdvNpNtN0gCPYhzA1upTDTCgO8uR5khf89LB+n3oKmmiY4vJoCSRyUG1PNlU6jnHQbjbEOMlPNy64Lrn1ZTeMk46oBeNysJyFsimQpnz8Y46rBfhwUx82MciCPxsSfMlvCQB6qbwgSwjc7hmqnUEP1+zwZNy8y4TwJZUDuNbaiSfVw6VSUy942weFSZ2DnrOWg10V3IQsbFQE8sLtgf2d47bGDBduf9DoiZhPw4IXw9EuXLk1ks5xrb0bk2RrXnPTPfvaz/Mqv/EptIRQT/925TpYtwXjZZZcFAfrAxMQE73vf+47UmkREREREjphvfetb/Ou//it5nmOtXfpVFAX//t//+/VeHrDCTvqv/MqvHPZr//2///c1X4yIiIiIHD1ZXFFpTLz61a/m+c9/fuW6MYarr756HVZUtWyQLiKjx0S5CSbKz00oohKLab9so5+aYaO8dRvkugM4m4Dx/oqwRb/Eop/20OiXUxzOHJRkBCjSlcfYeAyVMYUtgn9MEtMvgegNy2yYleGcI4tKF7acw3rpN8ZBYcMSHrkt02CWludc5R+ytAhrqxvKrAzrjctsmF2SmP5/+d/DhPqyg3EJv6AMoKmml9RVIYnLK6bRcw/miq+tZj2rKfcYj4nXUzeGmjHxeuJrcZlEY6rfi9o1R/fF6xmUW4yvxfMMzicMNMKjAIWDbu7oemk7i7ljITofsBCVXJzvGljwznjkE3DoZDhw6vAl2DDdTURWp9FocPDgQTZt2lT52h133MF55523DqsKKUgXOYakdEm9w6QpPbrMB2M2ANb7o13QYh6wXmRRNjfy5+0xHUVCnd4WcrzDpM1F6MyGOenWwMIWb0wnPFgKZUJux29mlPUPCHrjXP8w6UCjV8lt3+8WOOAdJm2mDja64MBnbi2zXhp9agzzUSB04lTCjH+4FHiKMLf9xEnDTHs4cSMBF72JmUwNLe9v0ATYlCVB3vzGtmHjxHDihoGptsF4EV3igr5OpR5hENqDIHJ1VPOic1fN724Q5Yk7KKKc9B4EEWbhqk2I4nksYQ16B/RW0Tgp/hen7oBo3Kgofi6ofn8SqrnsjShQbwIz8cHRmlzy6fDAJzNRnnqDcAzA5iR4bXPW8ei+4aJzC9v2F8x5TasOLDrueDQ8HH3btoJifhiU50+dBd+5dDhgcZqXPr6T5+Z/6i1xTBOKRf6NXvKSl3DppZfyute9jh/90R9dum6t5cYbb+TjH//4+i2uT0G6yDHERN1fkkpzo/IaQQWYctc8bnAU78hX/rF35WzDx0nNTnq0A27TlXfJjT3MPGn4OJrH2rAyiOlvAPvTFK4MiJaWbKoNh2x0j+2P8ePLypiaZkZ5Aql3rZwnbExUmQcqzUSBmh3naFc63vGl7rGpHsxcaTe5tpnRKudZcT2rHOOr+zTgcPMs90nD4cY8m530umt1n1hEVYb8g8e5dWRFmFbQs1SaGXUyIPMm6k1Cx9vl607Tzp9kg6q3yBoa1xKMl156KbOzs9x6662Vrx0TB0dFRMbSaPz9LGtJP1MR8bz4xS9m7969waHRY+rgqIjIWBrPjaXj27P9mSq4l+PcuJZg/NSnPsWWLVsq140xfOITn1iHFVUpSBc5hhksbeaCa5aUIioandIl8T44a9EJ0l3Ke8K/DlKysLa6ddjFjVEqRJSf4KhpZhTnkiSwOFOTiO3nXEc56tB/Xq/2tHXMLnaDA56thiPzXnojgcnobzn/YB4MmhmV+evhmOG4tOYzx9xC5mXoGAMTDUPqfXTcTMJ7B+W9gzOGBprRR6sTNQcRg5zrwSTP9BBmQTWX3EVj0pp5HFG+uaumzbjoAGrdPGkU8VrCe1z0v4MxdQdQo15YldSWdnRfw1TrpE8Q1nKf6P/yn6dF+C9l04SNioCDuaOXD5/6QM+xe8EuPc5sWfP8owdCQAAAIABJREFUgFcn/UDH8MTedjAPj50Nh05Zeth++nROPfTw8GXlbabZhYj8211wwQXMzc3x1a9+lcnJSS6++GLuueceNm3axI//+I+v9/IABekixzRDwRT7gmsFTXKv7abB0aQTBNxgaLC49MjSqGmKtIgfLdkixc6dRBANGRs+zts1+bpFmF+eFP2gapm6XyYHc2J0LQz2C2PZZ/JgnlarCLqStlPHVDOO8CwdrxFP2cwopel1xywsdLzk9jSBPKoSM9EwtL2gMzEw0XBBHGpdtbxZVoTfoomGod0ImyJNtEwYFEMYYDqqAWdO9aBmSjVI988q1uWk1x3UjH+mOdVgP4kOjtbNE4vXvNr1xCzh60ooA+lGdK0ZvZApU+0UGh8cnYqC+xZBoyKAnYds8OZvX8fxxMHhDz4rHN/fVbDL6zB6qJPyz9s3hOv5/tth7wuXHm7Y1eKV83+KyJE0riUYH3jgAS688EImJiZ4wxvewMUXX8xLX/pSrrvuOi644IKRqO6inHQRERERGSuf/OQnufXWW3nkkUd47WtfC8DU1BSf+MQn+N//+3+v8+pK2kkXERERGVNZ4VYedBx6+ctfzitf+crarzUaoxEeayddRERERMbK7t27a69ba3n00UeP7mIOYzTeKojImmmyEDQ8atIhJcd5icULbKHH1NLjglblAKqB4DBpQZMORZDbns2ehJs/YXhTows8Ea3IQdM7QZ9msHEHJF4yskugEzUzihOhXdKfvy8poD0bHGTtbdhLb2J2OCRxxO0qt04lzHiHMMuS5AUN7wBhu1Hmig/ngYOL4Xq2Tho2tsOc9MSEZyPbDRPOY+BQ1wSvbPOEYZPX8MhQ5sD7B1lbrfBwqTFgvKZNQH1Oeo/wYGYe1povc7ldNW89borUJGzlak34XJYyV3ulDbksGpPXNFeKxwCV3wvR4d/K4VdDtVFRXTOjzVFOeouwSZQBNiVBM6OFwvH4wfD31A9258x7a9o+a/nHp4ffoF4Bdz8Gu+e9BR04Fe78f4J5zrpvAyfzHW/JC4jIkXHSSSdx2WWXcfnllzM3N8fDDz/Md7/7XX7v936Pn/7pn17v5QEK0kWOO3Ezo/JaWKklIQ+aFzmKqLkRGPKogIepNE4yzuGKln8hbEoE5WHSoAJM0h/jB4+t8CCpoazw4iua4RibQiO6r2gGz28p6EaHDnPr8D/ddUBmDYUXzKaJCVq4p9ZQ+AVzCGNWKGPhbuGC4DpNXPD8qQmb3DB47ujgVjd3QVWYNDFBEZLUgIkPjsaBKvQPjsZdmryvJ5TvHCoFe2qaGfkLcC48TJlQBu4rBelF9PypCb+Rhuph1zp191XWG12P30EN5kmjx3Fzo5RgjLWwEHWxXcjCn/NczzHrdRftFo7e4gboeH9WFjbDoecG82zmAbbwGCJH07geHP31X/91LrvsMs455xyApQ6jV1xxBZdffvl6Lm2JgnQRERERGStpmnLjjTdy5ZVXcscdd5AkCRdeeCFnn332ei9tiYJ0ERERkTE1jgdH77vvPv7yL/+SBx54gDzPOfPMM3nXu941UgE6KEgXOe6k9ILGRZYGlmaQk96ghw2641DJSXeYoClSgqXNfDAPRKnJeYrrbAoXVNfMqLMpzEmvyz+P5yka/Vz1wYJyaGRhuktvOrwnzeg0DgWX5npR3xsD1tkgm2OxMEw1wrSViaje+qFumHGR9DMwUq/eejc3THppMmVN9jAnvZO74GVB+b1PvZSTxdwx5dX4TgxsaBj8HkhJE5I4ncNQXWRc39zU5KQn8TwuymU3YV1yKOukhy+imrYS137PXfW5mtF9FoiDiASCn6Jl5Zz0FjAZradNtU6636gogTmGjYoAZnsuqHcO8OgBy4FFu/TcTxy0PLhn2N2omxtmHzsLDjxv+DIPbGXrE2Fvgin2IyJHzuzsLL/8y7/Mn//5n1e+9ru/+7u84x3v4KabbmLz5s01dx99CtJFjjNpFD1ZchxJFKQvYr1E25QusbLB0TDyceT9uMvrQhoF146E3uwpwTUSu3IzIxNFdHGOOkA2EQbpaQbNxSjYB7J2MKbXCg/fHcTS8XKKE1M2GPJjxfkeTDaHY1qpYapZDUKzKI0+zkmfasKUn9tuDJMNFwTXhSNYjwGywpB6C2om0PVeZppA1grfbLTT8LArQHOCMDDOoJKQn5pqkJ7FQXE8JspJX1p5NE98kDXOdc9NdUwsblR0uDH+YdLDNSHaEK1xKgrkJ0zQqMga2HHIcsjLL5/rObYfCn9v3r+rGAbpwCMHCh5/0mvGlU3CD94Cu85curShu5/X5Tev8MJEjrxxyUkvioK3ve1t7Ny5k+uuu47XvOY1nHzyySRJwr59+/inf/onrr/+et7ylrdw11130Ww2V570CFOQLiIiIiLHtd///d9n06ZNfOMb36Ddble+fu655/JLv/RL/MzP/Ay/8zu/w0c+8pF1WGVIddJFRERExlRWrO2vUfUXf/EX3HTTTbUB+kCj0eCP/uiP+NKXvnQUV3Z42kkXGQsuqixnoxKMVEowlmUah7kIlrRaghEXXDNLs3lsArYR3FWmYHh7BEWjOqaI/npyaZg2Y5NquUeXhGOcqYwprCO3UbqLDavzNZKoLLirllwsHORRuksRp9+7uFKgw7qymKW/HhvlZee2WqnQfy7rIC8cxsubide8tChfQphbbmrG1F1LqJZpXM0WT/wxejxPUjNP3Wuoe644B90fk/RTXYJrNfOkhK81LVNcBop+Wc1e4Zaerls4Onm4yE7umPdShBZ6JjxTkU3C7Elw6DnDa7n2yESOplNPPZUTTjhhxXFbt27luc997orjjgYF6SLHuYSCVtQUxWBpM9xNKGhhowimbAPU9MY0mefEYJzB0aSz9Lg8pBrOk89vxi7EDY8A4225WAOL3kGdtAeT0SHQYje0570X1r8/8SLBqX0w4R0UTQs4GAZUWatD5jdFMo5Odz7Igd88adniHSBcIMwjh/Lg5mRj8AanPIC6oVXWMzeU10+cSsi8Zj1pAml/vYMxEw1DOzVLj42B+cwEqeJTTUMzGd6TJrCpnZB4Od7ttMx3H6wHyvXEzZWaUXOlJE67zF21mVGPKEiPD/pSbYpUl0veoxq4x0F5XTOjugOnlTmiJkSTNc2M4pz0TUnwr+CsdTyxf7jAzDr+dV8RNCra23Hc9Xj4wu542JLPD5tx9Z58CfzjJcMBizOc/dguTs7+aulSfHZERI6sTZs2rTyoTwdHReSoiXfAE4pgl9yR1I7xA5/BGH8XOJ6n7rnKnWwvEjS2vOZXA7ENgm5BxlV30m28kw7YJjh/i7kRjXHEXYhckYVvEIwlLwx+FJ7X7JzHZcqyBBretmt54JOgCVFuo8Ik/cOmfqiYR7v4pv9c/u56Ht3jKHft/V3f1DgyGwahmXU4/wAqYbzr6poHxY2CoLoDHnOUB0VX2m1fafN4cM9KFeFWOug22FmPGy7V7aT7jYpcWUlnILNlZRe/AdVi7piLOp7O9YCeN9HiNPideDsbmcweYyNPr7BwkaMvq3wEJ6NCQbqIiIiIHNeefPJJ9u7dG6QJ1nHO8fTTo/GGWkG6iIiIyJga5cOea+m2227jpJNOWtXYlQL5o0VBusgYMhRBTqwBWswHYywpRZS/0GKhJnfdT/kIc9TLr6dh/xzrsN3psA66bUCxyFKGd6MLjcVw0b0N4eOkKOum+6krvalhrjqUX4trc7s0Sq2xlXl6vYxZP9cdF+R/Q//wpjckMdBMIXXD/PJO5oL666np987xS5cX0PP+JjYAxpRNkfpPWdiyDvpg4jQp01v8f0d6abXesTFeUyTTn6fB0rc5MdAibK6UAGndvwxRGfLwm0E/d8YbVNQMTEyYquJcNUUmTr+pa4oUN0CKlb+hw3SXpinroHsO5Y7c++2yv+fY1xk+Wa9wbJ8tgjrpe+cNT+0PG4Gx/cUwOzwU2t7+Qk6ee2z49d6kGhWJrLNNmzZxxRVXrGon/fd///eP0qqWpyBdZAylZEGQ7ugShcA4UjIvvE5J+zHi4f+Cc/16LyETzONsQm/2ZIJItTVf/hpo9Ki04QToeqtM87KhURp1Ls28tpKmgDzs6khrfnh4FYbBvtcUacEtsJD5YxzdKCd9Q9TwqAzSE1peYGogqPqRGkMvyi+faEA7DZsZ9QoT5LY3ExN0HE0TWCzsis2Mqk2Rqp1Lp1tBOj6tFCab0c8wikkNUa8pBzRcmPBe18wolq9izGqaGcUMZQJ+8A0ysCl8XTsOWua8n8/ejuWxA8MX1isc391RsGdheG3/fIPvPx79afnuO2Hfjy49nN7R5tWdLzzDRYusj3HJSb/gggu46qqrVjX2gQceOMKrWR3VgBIRERGR49qv/dqvrXrshz/84SO4ktXTTrqIiIjImBqXnPTXv/71R2TskaSddBERERGREaOddBHpNzeaq1wtomZGC5xQOTg6wezS/7c1f6UYXDCPI6XHfJC73u3NkGdbhzelNUnIM7tgwlvj4KCnnxzd7EBzMRzT9ZobAUzthfZwzWUzJBc2RaqZ5+DEofDA59QiixPDvHljwGFJvQTviWaY390wMNdLghzwiUbZZGhpHmC2Z6K8dcNUy8tJNzDTisY0CfLNod8UyctJbyXhepL+PP5P1BhIou2bDc3wudoNw4ZWuObJSbPiro/JiWqcH6Yp0kp10GO2f99AYsrGRd6C5gvH9oPhxA/szoMzA08ctNy7Y5gk3y3g7x+FvQveOvedBt9+fzDPWd+d5iT+celxfAhbROTZUJAuIkBdw6Nq60dDEXVRrwbTJronoQgCcoelQRpcyyjAeQc+CyCPTivmbci9w6RJUY7xg/SkqD6O57FNcN5ffdZC0Sr/d+lFxPP0x/jTFBmFf4spq704rwpMN/eqqwCFMXQb4dHaYS2YweOy2osfXHcLF5yPTROYtOGBz6wwdKOYt5m44ABq0jR08/Cw62TDhMVSylaz1Xn8JyscDW89iSkPt65UdKWZsvznt4Pnfqaf8eb0y+b0DZo0edVdChse4gVYyBxd73XM9VxQyWUxd2SL09DxqgHNb4GDzwvm2cr9bOWRZ7hokRFh1zoUXOk0uKyW0l1E5BgxHhUIREREQDvpInLMGI3mEiIixxW/b8Sa0E76WlGQLiK1UjISr765wdJiHhdmMFfui3PbDTbIVbekONJgngbd4B7rUvK4edHiYliH29jysd9kqDgETS8tJbHVeuvd6fCx6df39nPSi1aY3pLkYW11oNvt0TNeTno/V8NP+ZhqOAobNntyUfOgqaZhsvDGmH5Pn2T4uiYbBr9Me2rKPkB+Bspko1rv2JGE6TbW0UzD3Pbc2mCexFR7BTmXBOtpJlF2EGXjJn+e1JgyvcXTTsI0HoBG9HluOmEq/acq4q83IOiYlcCsc+RerHCg59i9EObxPHrQcmhxONljBwv+Ze9wosUc5h5/CRw8eelac9/JbNke1t6f4MAKCxYReeYUpItIrTjfPCFniv1RfnmYTx0H24Nr/sFRS4OCJtZLGJ4ACq9TaU6LvHcygaSAzAuOjC3z1P3c8e4UNL01NDvQig/Eupp5otz25kI4T9qD1kI4iwPn57sbx4HiUDDPbDNnytukShLIXfjWZiGDdiNuZpSQ+sF+s8yXXlqOMfSKMEhvp66mmZENctLneiZYT/+VBI/qmhkVNgxuJxuG7gpl21qpY7JR9+mH9/slLQ+lPlMbWiZIQSd6M5Bb2H7A0fHy7w91HU9EB0fv31lwYHF47eH9BY9uP2E4oLcB7n877P3RpUsbF/fw+uzmZ7xmkZG15jnpslaUky4iIiIiMmL09klERERkXBUKBUeVfjIisipldkFYPjDBBnnrrn8tvM8G5R1NdA+AxQalG5PoHgBnk/CAU1KATcF4Hwi6pPy1NHFa/Sg3vmZsfx7vlcXzuKQ6j1t5HmstuZcnnlKmYvjfw9w60iBvfVDK0R9DkLaCc+TWRDng5ThfbsNkljKVxkutMUQZ8uXzRKntFFG5x9yF8wAkJpzH9NcUjgkfU7Pm1cgtwTfRufB1FtbRsy5YY7dwLObhmju5Y8Ery7iQGVicGQ7oTcPcCTB70vBaVlPDX0TkCFCQLiKrYihosRBdc7S8g6KWBg0vt7wck5Mz4Y0pE4j9g6MdNtFjaulxSo8N7A7mybMWReYHxU2y7kwwhundMOE1L0omqZxCbM9Bw1ujcTC5IcxJn9oPk948Jg+/DmWOesNveOSgG85TNBdZ8JoimcTR6c4Hb0jaTcdEM5y7k7sgoG2nJmhUlJiy5rc/ptUwTEZ/o3fyJDiYaSA6JGqYahA1VzJMR6Xl53srzVPmsYdBeLVu+kw0r6Ea3MeaabVJU7oQPn83hwUvALcOdszZoCb8znnH3dvDAPtbjzjyheHvocXtL4F73zkcsLCZsx/dxQnZ/7t0qcEiIiJHg4J0EVm1asOjnNQLtg2u5sBpEdyX9O/zg/R4DFQPrlrXwHnBrXMGbItgS7VolLvZvrwdPk57w26lUH9w1DbDeQyVZkbkUeBuXDkmaoLkEu+TBmexRRhwJokLOnyWu93VXWi/ukpqDFl0cNSYqOEQ5W63dYcPghPjaBgTBdyOXrTGZrrSPOUOfBiUV0u0tOMXdZhxPusMrfhHGo1ZzB3zvTBI72Tl93FgIQsbFQEcWgQWvX8G5zfDoVO8m7Ywk21jC48tu0aRY5oOjo4sHRwVERERERkxevskIiIiMq7WvJmRrBUF6SLyrBmKIC2lLt2lGeXwWlJy2pVmRtZ7XH4tTI1wmODAaXn8tBXWbc9bOD9PPSnKX9FM4YHPomxU5Dcz6k1A4jVTGszjL8mZ8vCoP68pwnlcGh5ANbYc4zcYcjmZGyZwGGAhyYMUmGbqcF6mRmLKJkD+R6G5LQ94BhNRpq8MpElYXzwx3v+6wXoMxoQnMXMbpt8Yw3AeMzzsGuepx42KVqORhN/mrIDojGqlaVOvIDgUWlh4eq6g4/1W3DkHOw9GwciOFwWHQltPP58T558cfr17gDazz/xFiIisAQXpIvKspWRBUO5IovovpZbXzKigiaMRBOUGS9M7cOpI6BJ2Cm2wWGmKZGkEwX7emaHobB3eZArIopz01kzYPTTJy66kiZfpbBPoTXljLGST4TzNDjSjg6O9qTBIb3bKX5V5hgFl1uyQ+fPgmM/CpkjNZhEeHE0c3TzMJW83qDQzik00DdPemMTAdMvUHByN5wmD4kaychOiiQY186xsupVE+fjVnPWD3eVLwnRz+Kenc2a9PPU9h5rc92jUxfaen4X9py893Ph0m9csfuEZr1nkmKac9JGlnHQRERkdy58jFREZG3r7JCIiIjKu1MxoZGknXURERsczz5ARETku6e2TiKwZg6XtNTcqr7kolzzt10QfRmMZk+QMc8fLnPTpYJ4Om+kx6Y1JMbggBz6nHc7jEnpzG4N57EQD2/Jz0i3sI6yd3upAa94bU4SdKKGak44rGyD5B1Wbi2FOurFlsyW/wVI8BgfdMCc9a3Y4GM1zaGKhPOA5uGTCQ6IG2NAOD3xONQztKCd940TYdCih2hl0pmVIK+1Ch1IDG6Lc9oTwIGmdVmqY8MvRG0iSMN88t7CYhTkwWZSSXtiyudNAN3d8+zE46P94dr0A/uHdwX1n3buRE7l3uB4dEhWREaIgXUTWVF3DIz+QNlhSsuDAZ0ovrNJCQhodHDUUQadOKEgq84RdbyyNyjzOubBRkTPVZkZRBRbSXjkmWFBRbWaUt8KDo8ZW5y3aBInXg4ov3quvrieaJ7EUebfaTTXSSPOgwVFiHGn0+Wk3rwblsVZqSO3hn6u+mdHKnIOGf5OD6LcP3cIx213+deaWoJlRJ3cUnWnoeNVc5k6AA6cF953AfZzAtme2aJHjjVUJxlGldBcRERERkRGjnXQRERGRcaWDoyNLPxkROaIS8iBNZZDW4qe3pOQk5N6YRpBbDgR11EsGg8N6KS4FOTnDtBRHGjwGML1JyLxrxpYNh/xc8qIJhZfQnBRhUyKA9hwU0Tz+/wLkzWhM1BBp6blqPm7202aKVjgmsdX0m6QIa70DC2YW462nVxRkUW+nXuGC3PHUGJph1hCZtcGyGwYa3pjEGDpFXYX8UCs1QY58t3B08uEF68rmRX5yS24dnTxMd4kbN81njjkvJaaTGRaeeCnMDWvmt3Y9j01Phb+n2hxaYcUiIutHQbqIHFFls6O4C2kYcOcsBEF5QYssCtIBWiws/f9B3nrQzIgWORNLj21dkO4sqcuDeXpzJxFEz82FMggfqAuKu9NRMyML+USYXx4fCk1sNSe97gBqnNseN0WqUzmACrZoBm8aOs1FOtGYvdE0rYZjshU3CwqD5MlGeVD0cF8/nOmWqeTEB+t1ZW75MunvAOxfdEGQPreYUMydMLzQnYb7/gMc+JGlS1sWdvC6rhoViVSomdHIUk66iIiIiMiI0dsnERERkXFVl24nI0FBuoiMBD9v3WBJKKKv25ryjgUuus8fY0gq9xjcYeYZfrDoXBqWJXNFWLYRysc2KvJt0zDnPB5Df4yfHlKZx4FLwZpwjP8PqXFUUkwqz0X5MbaffmPTmnJr4ffC2qJShzz+yDWz0IszYiKm5r7csmwqi3Xl3IU/xlWTaXoFWO/747KJMsVloDsDC1tgfqt3zat7LyJyDFCQLiLrLiULDo42SIOgGaDHFEVwKDShRyc4gLrIRrpe0GlJmYpqp2d0guZKkJBF82T5BNaveGCaZL0fIdCaL3PXl8Y46E2FB0ebHWj5B1DzckyQkx43PHLQnaqptx7VVm/Nr9AUifK5/AOxq5gnN47cRG9s2vNhbruBQyt0KjJphgly7WvqqBfNMo/fv2SjoLxolEG4J1/cANb7/bH7THjkdcPH81s5++G9bMoeWrrkn2cQETkWKEgXkXVX7oAPOVylCVEa/XVVHhxtBsF1WUnGeo8HB1eHbBS0OwwpaTCPJQU3DOSdM2DDQJEkD3epjYNsIgzSceHOeppBXtfMKLqn0Q6D9Jix/ef353HRPJTPlUTlXCrzFNX7Ii4NX2vR/7Wshlu55WieQm+Fj9qLVvmmxbc4E35qMH8C7PcaFc2dwObsXzhRjYpEVqYSjCNLB0dFREREREaM3j6JiIiIjCuVYBxZ+smIyEjyc9QBGnRJgnzzhJxWkLveoEuTYR60I8HW/DXnH0ot70+CdBcXHTitm8dZiyvCDyNtbypMQXHl3EvSDJKsOsb5KTj9NBF/TJKHKSmmqKa7uARcXLvcRbntUWqLsYCp5qmbKJnFsEJKjKs0UqJoVg+yFg2C/J84J91RDRjyFvQ2hNdmn1M2iupr7T2JzZ0dw6/3FpSDLiLHPAXpIjJyDLYSZMWPLQ0caZBjnlAEjZIcCc3ovozJoHGSw9BjChd0Lp0PmimV80QNmLIJ8qwVzJN1toYHXpsdaM8OHycWJmYIctJbcTOjGu3ZalOk7obqwdHWM294VNHoQusZBrjGwsShFXPb6WyK3pBEXFJWafGD+6JVvlbfU2eXFVz6Nj3Z5vU9NSoSeVaUkz6ylJMuIiIiIjJi9PZJREREZFxVeifIqNBOuoiIiIjIiNFOuogckxIKZtgVXMuYCPLNLSltwk6TPSYrTZG6bMA/0JgxGTQ8siT0mPanIaNNUcltD5siFVmLPNsYPFexsCV8IXGDIVyZ3+3XN292qjnpU/trDnxGvTnbs2GeeHy409gy/7wyzwq55c1umbu+dE9NjfaiCdlkeM2ZsAlRPMYZWNwY5qT3NsCh5wTTvGzXD9nIw0uPJzi0/HpFRI5BCtJF5BjlSKJGRWlUpcWQ1oyJmxklNKKmSC5qbmRIKtVm0kpXVEODbqVKTBo9LvIw2K97XaS9shLM0tRR4JzYfndTV709WGQvqtTSCr++ymZGFXHVljp5zYHPypgJ6PlBegKdzWGFl+4GiN7YbOVRtvD4M1iwiByWDo6OLKW7iIiIiIiMGL19EhERERlXamY0svSTEZHjRkJBg97S4zIdxVTG5F4KzCBlxU9TSbBBmoyN0l8G84QpMAZwQb11g6Pw/pp1JP1GSsO5bJSiA4asOx0uO++EH0kbVzbz8cckRTXn3IZrJikg9dJfTFHWIV8pbSbJwpSYxgRkU8PHzlQbFdkG5MOcfQCydlgnPWuH89gU5k4Mqk1MFvNs6YWpLW3mll+viMhxQEG6iBw3EvJK7ni1mdFE5eBomUs+zP4rWKg0M2rQjeYJmyINctJt0BSpScYEyyloBYdUwdC1G4L15MUExeLG6s2+1gK04uD1pPBhswvNZ9GJczI6yBpzCXRm+h1Wl1F3KNTrJmqwbGA3qdc19iQe5mz+5pmvWURWp1AJxlGlnHQRERERkRGjnXQRERGRcaWc9JGln4yIjBVDmSs+ZEkooiuWhGEOtqNMxQjnqR/jfzxpSfs56PEKwucK5zb99Q1+gaGozBPnyDtrqh9bx7nmNl/FP8g1+ek2yjeHMg996etJOSZOd3HRPXk7SHcx1gS5/4aCBl1S71oaldAUERkXCtJFZKyk9KLa6YYGi/hBaE670hQpjXLS4zFg6EbNjBxJkFteVnafXPa5XH+N8X3x4dKcdngtBxe9H8hNO6zl3k0hWT5H3tKIcuSB2SII+BNyUhd+D+Pa6YkrKgF2I+8Er6LJQtCIqEGP5/I9Wt45giZeEycRkTGiIF1ExorBxnvClcM58dctaXDYtG6Uw9CgETU4qs5jo792HaayK25pBAdQY2XQXrPSeOPcNaNLZsXGJY4WrHDY1ZCRrBA8pzia0acPTTrBpwZt5pnk4NLjBots5GlVbxE5mtTMaGTp4KiIiIiIyIjR2ycRERGRcWVVgnFUjXSQvm3bNq655hrOPvtsHnnkEbZs2cJVV11Fmh4wsqxFAAAdS0lEQVT+Y+C5uTk+/vGPc8stt7Bv3z5e9apX8Zu/+Zu87nWvO4orF5Fjm40OarpKnfRB86LwsVk2l7xMm2lSTagJudp5kuDr1XvivHVoslg71hen1Zj+s/viQ6sJeZSj74JDtFDm1cf55BPMYby5ynSXA8E91YO2IiLjyTjnVmg1tz62b9/Oa1/7Wm644Qbe8Y53AHDRRRfx3Oc+l+uvv/6w9/3cz/0cL33pS3nlK1/J/fffz3XXXUee59x7772ceeaZtfcYY7iIi47I6xCR41POBHklT706xm9m5EjoMh2NiQ+grjxP/ZgW+QpjqgxdNqwYyLeZqwTu4SwFLRaCMSm94AAowEZ2BM2mJjgUBOkicnR9ha/AWy5b20m/9seMaGh5zBnZnPRPfvKTpGm6FKADfPCDH+SGG27gvvvuq73n7rvv5oILLuATn/gEF110ER/72Mf4oz/6IxYWFvjTP/3To7V0EREREZF/k5EM0q21fPGLX+Tcc88Nrp977rk457j55ptr78uyjMsuC98RvuUtbwHgwAHt1oiIiIgEbGNtf8maGcnv5rZt25idneX0008Prm/evJmZmRnuueee2vvOP//8yrVOp8yJfOMb37j2CxUREREROQJGMkjfs2cPADMzM5WvTU9Ps3PnzlXPdfvtt/OSl7yEd77znWu2PhGRsjNmj/oDpOXjVnRw0pL2c9L9hkdxnXRDj0n8DzrtKpoi1dVbjxU0KaL8dxt9oJqS9V/XUHyYM6UXNCoyWFrMB4dH6w6ONugFeetxF1cRERk6qkH69u3byfN8xXFJUv6jYUz1H5wkSWi1lj+sNZDnOb/7u7/LTTfdtGxFGBGRZ65aBSUWB6GGohIA19+VBlVX4rzEQbWXlYLy6szV9cZ/M5bB9eKy8zToBtVuDLZ/uNQP0jN1CxU5FqiZ0cg6qj+Z8847j8cff3zZMcYY7rrrLqAspxibm5vjFa94xaqe72Mf+xgf/ehHOeecc575YkVERERE1slRDdIfeuihVZXlaTQanHrqqTzxxBPB9dnZWQ4ePMirXvWqFef4zGc+w8te9rJVp7k8yINL///E/n9EREREjhd7+v8JFGpmNKqOapDebK7+N8Ill1zCLbfcEly7++67AXjve9+77L033ngjk5OTvOc971m65pzjBz/4AWeffXbtPWdx1qrXJiLybBgsjRXSXRyGFguVXPF4ppR8hWQbsDSDlJgylSX8a7/MN/frm+crpuSUzYzCnPQG3SjfXE2JREZNvAn5Q364jquRlYxsItKHP/xh/uRP/oRbb72Vt771rQBcf/31XHLJJZx1VhlQP/DAA1x88cX8t//237j00ksB+Mu//Eu++MUv8v73v58vfelLQFnS8atf/Sof+9jH1ufFiIj0NVbI9wbWLJe7y3Rw4DRmcLRWaFQkIsc5lU0cWSP7kznttNO48847ufrqq7n33nvZsWMHZ5xxBtdee+3SmIWFBXbv3r1UA/1rX/sa733ve8nznL/9278N5jv//PN58YtffFRfg4iIiIjIs2GcerdijOEiLlrvZYiIrCntpIvIcr7CV+AN/2VtJ/37T63q/KGsbGR30kVE5N+mDL6X+8dS/5CKiIwqBekiIsepMv99uVrqK9d6FxGR9aEgXUTkOBV3ChURqbAqwTiqlqvxJSIiIiIi60A76SIiIiLjqlAoOKq0ky4iIiIiMmL09klERERkXKmZ0cjSTrqIiIiIyIjR2ycRERGRcVWousuo0k66iIiIiMiIUZAuIiIiIjJilO4iIiIiMq50cHRkaSddRERERGTE6O2TiIiIyLhSM6ORpZ10EREREZERo7dPIiIiIuNKOekjSzvpIiIiIiIjRm+fRERERMaVmhmNLO2ki4iIiIiMGAXpIiIiIiIjRukuIiIiIuNKB0dHlnbSRURERERGjN4+iYiIiIwrNTMaWdpJFxEREREZMXr7JCIiIjKuVIJxZGknXURERERkxGgnXURERGRcqbrLyNJOuoiIiIjIiFGQLiIiIiIyYvQZh4iIiMi4UgnGkaWddBERERGREaO3TyIiIiLjSgdHR5Z20kVERERERozePomIiIiMKzUzGlnaSRcRERERGTHaSRcREREZV8pJH1naSRcRERERGTEK0kVERERERow+4xAREREZV2pmNLK0ky4iIiIiMmL09klERERkXFmVYBxV2kkXERERERkx2kkXERERGVfKSR9Z2kkXERERERkxevskIiIiMq7UzGhkaSddRERERGTEKEgXERERERkx+oxDREREZFwVKsE4qrSTLiIiIiIyYrSTLiIiIjKudHB0ZGknXURERERkxOjtk4iIiMi4UjOjkaWddBERERGREaO3TyIiIiJjKqFY0/nsms423rSTLiIiIiIyYhSki4iIiIiMGKW7iIiIiIwpowSVkaWddBERERGREaOddBEREZExtdYHR9d2tvGmnXQRERERkRGjnXQRERGRMWW09z2ytJMuIiIiIjJitJMuIiIiMqbWOidd1o520kVERERERoyCdBERERGREaN0FxEREZExpWZGo0s76SIiIiIiI0Y76SIiIiJjSgdHR5d20kVERERERox20kVERETGlJoZjS7tpIuIiIiIjBjtpIuIiIiMqUTVXUaWdtJFREREREaMgnQRERERkRGjdBcRERGRMaUSjKNLO+kiIiIiIiNGO+kiIiIiY0olGEeXdtJFREREREaMdtJFRERExpRy0keXdtJFREREREaMdtJFRERExpRRM6ORpZ10EREREZERoyBdRERERGTEKN1FREREZEzp4Ojo0k66iIiIiMiI0U66iIiIyJhSM6PRpZ10EREREZERo510ERERkTGlnPTRpZ10EREREZERo510ERERkTGVqJnRyNJOuoiIiIjIiFGQLiIiIiIyYpTuIiIiIjKmVIJxdGknXURERERkxGgnXURERGRMqQTj6NJOuoiIiIjIiNFOuoiIiMiYUk766NJOuoiIiIjIiNFOuoiIiMiYUjOj0aWddBERERGREaMgXURERERkxCjdRURERGRM6eDo6Br5IH3btm1cc801nH322TzyyCNs2bKFq666ijRNVz3HL/zCL/DCF76Q3/iN3ziCKxURERERWRsjne6yfft2zj//fN71rnfxa7/2a3zmM5/h/vvv5/LLL1/1HH/1V3/FF77wBYwxR3ClIiIiIseehGJNf8naGekg/ZOf/CRpmvKOd7xj6doHP/hBbrjhBu67774V79+xYwe33XYbp5122pFcpoiIiIjImhrZIN1ayxe/+EXOPffc4Pq5556Lc46bb755xTk+9rGPcc011xypJYqIiIgc0xLsmv6StTOyQfq2bduYnZ3l9NNPD65v3ryZmZkZ7rnnnmXv/8M//EPe9a53sXXr1iO5TBERERGRNTeyQfqePXsAmJmZqXxtenqanTt3Hvbehx56iIceeoi3ve1tR2x9IiIiIsc6Q7Gmv2TtHPXqLtu3byfP8xXHJUn5/qHuwGeSJLRardr78jznqquu4oYbbvi3LVREREREZJ0c9SD9vPPO4/HHH192jDGGu+66C4C5ubnK1+fm5njFK15Re++nPvUpPvjBDzI1NRVcd849yxWLiIiIiBxdRz1If+ihh1YVMDcaDU499VSeeOKJ4Prs7CwHDx7kVa96Ve19n/vc5/jN3/zN4NrCwgLXXnst1113HTfccAOXXnpp5b4HeXDp/5/Y/4+IiIjI8WJP/z8+lU0cXUc9SG82m6see8kll3DLLbcE1+6++24A3vve99bec8cddwTpNM453vzmN/Oud72LK664gpNPPrn2vrM4a9XrEhERETnWxJuQP+SH67gaWcnIHhwF+PCHP8zBgwe59dZbl65df/31XHLJJZx1VhlUP/DAA5x55pn82Z/9GQCnn346L3zhC5d+nXHGGaRpytatW3nhC1/I9PT0urwWERERkVGjg6Oj66jvpD8Tp512GnfeeSdXX3019957Lzt27OCMM87g2muvXRqzsLDA7t27OXDgwGHnUbdREfn/27v3oKir8I/jn2UVwyIQS1PxlpkTmqPZhHnDJvOWZXbRLmKmTF6aKMpJZ9SSULvg9MtJk8ySwdKUvI2j2EUtc6ZUUihKjWwS6QI2mCCuF+D8/ujH/lwBlZX97hf2/ZrZGfew+z3P8gzuw8PZcwAAqE8chk9UyuFwaKRG+jsMAAAAy2zURnXT/9TpNXOUwGYddcTWy10AAACAQGTr5S4AAADwHdaR2xeddAAAAMBmKNIBAAAAm2G5CwAAQIDiMCP7opMOAAAA2AyddAAAgADFB0fti046AAAAYDN00gEAAAJUkCr8HQJqQCcdAAAAsBk66QAAAAGK3V3si046AAAAYDMU6QAAAIDNsNwFAAAgQLEFo33RSQcAAABshk46AABAgOKDo/ZFJx0AAACwGTrpAAAAAcrBYUa2RScdAAAAsBk66QAAAAGKNen2RScdAAAAsBmKdAAAAMBmWO4CAAAQoDjMyL7opAMAAAA2QycdAAAgQAWxBaNt0UkHAAAAbIZOOgAAQIBiC0b7opMOAAAA2AyddAAAgADF7i72RScdAAAAsBmKdAAAAMBmWO4CAAAQoPjgqH3RSQcAAABshk46AABAgHJwmJFt0UkHAAAAbIZOOgAAQIBiTbp90UkHAAAAbIZOOgAAQIDiMCP7opMOAAAA2AxFOgAAAGAzLHcBAAAIUHxw1L4o0gEAAFAvrFu3TkeOHJHT6ZTT6dQzzzzj75B8hiIdAAAgQNWnw4xyc3P1+uuva8+ePZKkBx54QL1791avXr38HJlvsCYdAAAAtpeWlqb+/fu77999991aunSpHyPyLYp0AACAABWk8jq9+VJOTo4iIyPd9yMjI/Xjjz/6dE5/okgHAACA7ZWWluqaa65x3w8NDdWxY8f8GJFvsSYdAAAgQNWn3V0iIiJ08uRJ9/3S0lI1b97cjxH5FkU6AAAALFFQUKC33npLrVu31nPPPVfl62vWrNG2bdvUuXNn7dmzR3FxcRo8eLAkqUePHvrjjz/cj83Pz1ePHj0si91qFOkAAADwua1bt2rlypX66KOPNGfOnCpf/+CDD5SYmKhDhw4pJCREf/zxh7p27arNmzerb9++euSRR/T444+7H79t2za9+OKLFr4Ca7EmPUD8o3/8HQLqEPlsOMhlw0EuG45AyqVD5XV6u5ihQ4dWW5xLUklJiaZNm6Zx48YpJCREktSmTRsNGzZMzz77rCSpU6dOio+PV3JyshYvXqx+/fqpb9++dfr9sBM66QHiH/2j63Sdv8NAHSGfDQe5bDjIZcNBLn0nKKj6/vBnn32mEydOqHfv3h7j0dHRWr16tX766Sd17dpVTzzxhBVh2gKddAAAgAAVpIo6vXlr//79kqR27dp5jLdv316SlJmZ6f2LrKco0gEAAOBX//zz3xKj0NBQj/HKLRcLCgosj8nfWO4iKSYmRhu/3ujvMHzukA75OwTUIfLZcJDLhoNcNhyBkssN2lCn1zt/H/PaaNKkiSTJ4XB4jFcujwkODr6ywOohinRJX331lb9DAAAACFg33HCDJHnsg37+/TZt2lgek7+x3AUAAAB+1atXL0nS0aNHPcbz8vIkqUHvh14TinQAAAD41aBBg9S8eXN99913HuPfffed7rjjDnXu3NlPkfkPRXoDdfjwYT311FNasGCBnnnmGc2aNUvl5bU7+vfJJ59UYmKijyLE5fImlydPnlRCQoI6duyosLAwxcTEVPmPD763Zs0aTZo0SQsWLNDo0aP1+eefX/TxBQUFmjRpkt544w1NmzZNU6dOVWlpqUXR4mJqm8vs7Gzdc889ioiIUGRkpCZPnqx///3XomhxMbXN5fkKCwvVokULd3cXtXfmzBlJqvI+5nQ6NXv2bKWlpen06dOSpL/++kubNm3Syy+/bHmctmDQ4Bw9etS0atXKbNq0yT12//33m8mTJ1/2NdauXWucTqdJTEz0RYi4TN7mcsyYMSYxMdFs2LDBJCUlmbCwMHP11VebX375xdch4/8sW7bMtG3b1pw6dcoYY0x+fr4JCwszu3btqvbxxcXFJioqyrzzzjvusfj4eDNs2DBL4kXNapvL33//3fTp08ekpqaa1atXmzFjxhiHw2HuueceK8NGNWqbywuNHDnSOBwOc+TIEV+G2WBt27bNPPTQQyYoKMhERUWZVatWmeLiYo/HpKSkmNjYWPPmm2+a0aNHmw0bNvgpWv+jSG+AJk6caCIjIz3Gtm7daoKCgkxWVtYln//XX3+ZKVOmmA4dOlCk+5k3ufz222/Ne++95zGWnp5uHA6HmTNnjs9ixf8rLi424eHhZubMmR7jjz76qOnZs2e1z0lKSjJNmjQxpaWl7rGDBw8ah8NhNm7c6NN4UTNvcjljxgxTUFDgMXbvvfdS3PmZN7k83/vvv2+mTZtGHmEZlrs0MBUVFUpPT1d0dLTHeHR0tIwx+uijjy55jVmzZmnu3Lm+ChGXydtcnjt3ThMnTvQYGzJkiCTx53aLXOzkvKysLP30009VnvPJJ5+oW7duatq0qXusS5cuCg8P14oVK3weM6rnTS4HDx6sFi1aeIxV/gweP37cd8HiorzJZaXDhw/rwIEDGjFihK/DBNwo0huYw4cPq6SkpMqJXeHh4QoNDb3kiV0pKSl66KGHFBER4cswcRm8zWX//v3ldDo9xlwulySpb9++vgkWHmp7ct6ZM2d04MCBKo+XpLZt22rv3r0+ihSX4s0piHfddVeVMZfLpYiICN1yyy0+iBKXw9sTLcvLy5WYmKikpCQZY3wbJHAeivQGpqYTu6T/Dhi42Ildubm5ys3N1bBhw3wWHy7fleTyQtu3b9ctt9yiUaNG1Vl8qFltT84rKiqSMabGXBcWFvooUlxKXZ2CuH37dr3wwgsBeSCLXXiby+TkZE2ePNnjr1yAFTjMqJ7Iz89XWVnZJR9XeTLXhSd2VX6tpjeIsrIyJSYmaunSpVcWKC7J17m8UFlZmRYuXKi0tLQqHXb4Rm1Pzqvp8ZXPobDzn7o4BXH37t0qLS3V9OnT6z5AXDZvcrlv3z65XC716dPH9wECF6BIryf69et3yS2fHA6Hdu3aJanqiV2VY927d6/2ua+//rqmTp1apVPAn/bqnq9zeaFZs2bppZdech8UAd+r7cl5ERERCg4OrjHXgXjSnl1c6SmIRUVFmjdvnjZs2MAvyX5W21yePn1aycnJSktLq3It3hthBZa71BO5ubk6ffr0RW8ul0vR0dFq1apVlRO7SkpKdOLEiRpP7Fq+fLmGDBmi0NBQ9y0vL0/z589XaGioVq1aZcXLDAi+zuX5Fi9erG7durHMxWLenJzXs2fPan95O3r0aECetGcXV3IKosvlUkJCgpYsWaLmzZv7Lkhcltrmcvfu3Vq/fr0iIiLc74vDhw+XJHXt2lXXXnutBVEjkFGk1xONGzdWcHDwJW9BQUF65JFHtHv3bo/nVx5kExsbW+31d+zYoezsbPctKytLrVu31pQpU5Sdna377rvP568xUPg6l5VSU1MVEhKisWPHuseMMRfdwQB1w5uT88aMGaOcnBz3h3yl/36hKyoqumSu4TvenoJ49uxZxcfH69VXX/Xo0P7666/ug1pgrdrmMjo6Wj///LPHe+OyZcskSRkZGcrKyrIsdgQoP27/CB/Jy8sz4eHhJiMjwz02atQoM3r0aPf9nJwcc9NNN5mVK1fWeJ327duzT7qfeZvL1atXm+HDh5tPP/3UpKenm/T0dLN69WozduxYc/DgQUtfQ6BauHCh6dChg3G5XMYYY/78808TGhpqNm/ebIwx5rXXXjO33nqrOXbsmDHmvz2cO3ToYJYsWeK+RkJCgunTp4+pqKiw/gXArba5PHfunHnwwQfN/Pnz3T9/6enp5sMPPzTjxo3z2+tA7XN5oR07drBPOizDmvQGqG3bttq5c6eSkpK0f/9+/f333+rUqZPmz5/vfsypU6d07Nixi+6bXd2H2GAtb3L52WefKTY2VmVlZcrIyPC4Xv/+/dWlSxdLX0Ogio+PV5MmTfT000/r1ltvVWZmplasWOH+c3lRUZEKCwvdR2SHhoZq586dmj59ugoLC+VyuVRSUqKMjAx+Fv2strmcMGGC1q9fr/Xr13tcx+FwuDux8I/a5rI6/DzCKg5j+PQDAAAAYCesSQcAAABshiIdAAAAsBmKdAAAAMBmKNIBAAAAm6FIBwAAAGyGIh0AAACwGYp0AAAAwGYo0gEAAACboUgHAAAAbIYiHQAAALAZinQAsEhJSYnmz59vyVxJSUlyuVyWzAUAqHsU6QBggbKyMk2aNEkTJ060ZL6xY8dqwoQJMsZYMh8AoG5RpAOABRYtWqShQ4eqZcuWlszXsWNHDRo0SAsWLLBkPgBA3XIY2iwA4FP//vuvYmJitG/fPjmdTsvmPXfunG677TZ98803Cg8Pt2xeAMCVo5MOAD62fPlyjRw50tICXZIaN26sESNGKDU11dJ5AQBXjiIdAHxsy5Yt6tevn1/mjomJ0bp16/wyNwDAeyx3AYDz/P777+rUqZNGjRqlHj16qHHjxlqzZo1yc3N19OhRhYWF1ep6Z8+e1bXXXquCgoJqn5uamqovvvhCHTt2VFBQkJo1a6aEhARt375dM2bM0KFDh7Rq1SodOHBAZWVlyszM1IABAzR+/HgtWrRIQUFB2rt3rwYMGKD4+Pgq1y8qKlKbNm1UWlqqoCD6MgBQX1CkA8B5jhw5onfffVdvvPGGJGnfvn268847tWzZMsXGxtb6enl5eerSpUu12yEmJyfr448/VmZmpho1aqQVK1boySefVE5OjqKionT8+HE1b95cQ4cO1apVqxQWFqYjR47oxhtv1NSpU5WcnKyrrrrK/YtFfn6+WrVq5TGHMUbBwcE6ePCgOnXq5N03BQBgOdoqAHCBu+++W5J06tQpPf7443r44Ye9KtAlqbCwsNoOelFRkV5++WVNmjRJjRo1kiQNGDBAr732mm666SZJUrNmzSRJvXv3dl+jbdu2Msbo9ttv11VXXSVJateunYwx+u2336rM43A41KxZMxUVFXkVPwDAPxr5OwAAsJN27dopMjJSkvT888/r7NmzSklJ8fp6FRUVcjgcVcZ37dqlM2fO6Oabb3aPtW/fXtOnT6/y2A4dOrj/XblkpWPHjlXGysvLq43B6XRWGwMAwL4o0gHgPA6HQ06nU+vXr9fy5cu1c+dOhYaGKjs7W61bt9b1119fq+tdf/31On78eJXxyoK6shvuS0VFRZbtzw4AqBssdwGAC/z555+Ki4vT7Nmzdeedd0qSvvzyyxo71Rdzww03qLy8XKWlpR7jffr0UePGjZWVleUx7nK5lJOT433wFzhx4oTKy8sp0gGgnqFIB4DzGGM0btw4RUVFadasWe6xTZs21bqLLkkhISHq3bu3MjMzPcZbtmypmTNnauHChSopKXGPL168WE2bNnXPK/23ZOb8+C5nrNL333+v7t27Kzg4uNaxAwD8xzlnzpw5/g4CAOwiLS1Nb7/9tgYOHKj9+/dr69ateuWVV3Tw4EHNmDHDq2sWFhbq8OHDGjhwoMd4TEyMQkJCNG/ePGVnZ+vrr79W3759ddttt2nHjh2aMGGC8vLy9MMPP6i4uFhOp1Pjx49XXl6eMjMzde7cOZ08eVJxcXHKy8vT3r17ZYzRHXfc4Z4jNTVVUVFRiomJuZJvCwDAYmzBCAA+lp+frxEjRmj//v2WfoCzoqJCPXv21JYtW9SmTRvL5gUAXDmWuwCAj0VGRmrQoEFau3atpfN++umnGjRoEAU6ANRDdNIBwAIul0uPPfaYli1bpuuuu87n8x07dkxxcXH65JNPFBIS4vP5AAB1i046AFggJCREKSkpmjt3riXzzZs3TykpKRToAFBP0UkHAAAAbIZOOgAAAGAzFOkAAACAzVCkAwAAADZDkQ4AAADYzP8C7j5u2SDVp5AAAAAASUVORK5CYII=\"><br>"
],
"metadata": {},
"output_type": "display_data",
"text": [
"<yt.visualization.plot_window.ProjectionPlot at 0x10b48ea50>"
]
}
],
"prompt_number": 10
},
{
"cell_type": "code",
"collapsed": false,
"input": [],
"language": "python",
"metadata": {},
"outputs": []
}
],
"metadata": {}
}
]
}
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