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authorJavi Merino <javi.merino@arm.com>2016-06-17 20:18:49 +0100
committerJavi Merino <javi.merino@arm.com>2016-07-04 17:54:10 +0100
commitb071d5194d47e0db2f9b9bff21d67a0602ee0722 (patch)
tree0e70dc5b6bd6d5635ffeaf148d99fc7397bcef9b /doc
parente5c3597852f0bd31494b60b463d3b88e922d59cf (diff)
downloadtrappy-b071d5194d47e0db2f9b9bff21d67a0602ee0722.tar.gz
doc: Document the signal color parameter
The signal spec now accepts an optional third parameter which is the color. Document it so that people know about it.
Diffstat (limited to 'doc')
-rw-r--r--doc/InteractivePlotter.ipynb4
-rw-r--r--doc/Plotter.ipynb53
2 files changed, 42 insertions, 15 deletions
diff --git a/doc/InteractivePlotter.ipynb b/doc/InteractivePlotter.ipynb
index 3560b7d..f6d0cc2 100644
--- a/doc/InteractivePlotter.ipynb
+++ b/doc/InteractivePlotter.ipynb
@@ -300,7 +300,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "ILinePlots can zoom all at the same time. You can do so using the `group` and `sync_zoom` parameter. All ILinePlots using the same group name zoom at the same time."
+ "ILinePlots can zoom all at the same time. You can do so using the `group` and `sync_zoom` parameter. All ILinePlots using the same group name zoom at the same time. Note the use of signals with colors."
]
},
{
@@ -309,7 +309,7 @@
"input": [
"trappy.ILinePlot(\n",
" trace1,\n",
- " signals=[\"cpu_in_power:dynamic_power\", \"cpu_in_power:load1\"],\n",
+ " signals=[\"cpu_in_power:dynamic_power:18,140,171\", \"cpu_in_power:load1:0xcf,0x36,0x4a\"],\n",
" pivot=\"cpus\",\n",
" group=\"synchronized\",\n",
" sync_zoom=True\n",
diff --git a/doc/Plotter.ipynb b/doc/Plotter.ipynb
index 54ed2af..ea88f13 100644
--- a/doc/Plotter.ipynb
+++ b/doc/Plotter.ipynb
@@ -123,6 +123,33 @@
"prompt_number": 4
},
{
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Use an additional parameter to specify the color of the line in rgb: \"event_name:column:color\". The color is specified as a comma separated of rgb values, from 0 to 255 or from 0x0 to 0xff. E.g. 0xff,0x0,0x0 is red and 100,40,32 is brown. Similar to the example above, to plot the temperature in purple and the previous temperature in green you can do:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "trappy.LinePlot(trace1, signals=[\"thermal:temp:118,95,151\", \"thermal:temp_prev:0,0xa9,0x60\"]).view()"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "metadata": {},
+ "output_type": "display_data",
+ "png": 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YuXIlo0aNKr+rlWrtepeRSM2i+pDSqDbkv+VdLmTh3PUMH9sTFzcni+tj6uFo\nCo3FvBIypFzzk8rD0tpw93Lhvif6snDuOs6lX7AoxsrKii8ix5J0KYMPElfeQJZyq+i9RW5Emeek\nN2rUiPfee+8PXxs0aBCDBg265vd369aNbt26/enrQUFBTJ069U9ft7Oz49lnn7U0XxEREZFyYTKZ\nWPL1JlqGN6J56wCL43Zln+DDw6vY3ucNnXEt1xTYtD79hrXjq4+jeer1YTg4lb2E3cnWniVdJtBh\n7Tu0rN2Aob5hFZCpiFQGeieRauM/KzpErkX1IaVRbch/7NmaRNrp8wy6u+PVr5VVH5dLChkV9yn/\nCh9Fw1p1yjlDqUyu97WjY1RLGjWtxw+frcNotGwJewNnDxZ1fpKx27/gwMWUv5Cl3Cp6b5EboSZd\nREREarysszn8uiCWex/rjZ19mQsNr3p2zwLaewZxb0DHsr9Zarzb7+9KXm4Ba5fttDimg1djprW5\nl9s3f8z5Qh1TLFITqEmXakOzP2KO6kNKo9oQo9HIj3PX02NgGL4N/3g33Fx9/JKyk98zDjKz7f3l\nnKFURn/ltcPW1ob7n+zH9o2HSNiZbHHcA406c5dfJMNjZ1FsLLnunysVT+8tciPUpIuIiEiNtmHl\nHqysreg2oLXFMan52Yzf9TXfdXwMNzuncsxOqhtXd2ceeKo/i77cwL7txyyOey90OG52jty++WNy\nivPLMUMRudXMnpNeGemcdBEREblZUpIzmTdtJRPeHI67l4tFMUaTkX4bptLDuxmvt7ytnDOU6urM\nyXN89a9VdO7dih6Dwiw67q/YWMJTu75l6/ljLO86iYBaXhWQqYjcTDd8TrqIiIhIdVVUWMyCT9dy\n231dLW7QAaYdjqbAWMzkkMHlmJ1Udw0a1uHJ14exd9tRFs3fgKHEUGaMnbUtcyIe5KFGXem07u/E\nnz9eAZmKSEVTky7VhmZ/xBzVh5RGtVFzrfhhK/6BdQnrGFzq9/xvfezKPsE/Dq/i2w6PYmttU84Z\nSmV2M147anu48Pgrd3DpYh7zpq0k/3JhmTFWVlY826w/s9uOZvDm6fx8evsN5yE3n95b5EaoSRcR\nEZEa59Cekxzef5rbH+hqcUzefx231kjHrclN4uBox4MTB+DTwINPpiwh62yORXG3NQgnuvtzPLNn\nAe8dWk4Vm2AVETM0ky4iIiI1yqWLefzrjZ+574m+BDarb3Hc4zu+Is9QxNcdHinH7KQm27JmP+tX\n7OaBp/o2pfSpAAAgAElEQVTTMNjHopgzedkM3fxP2rgH8GnEg9jbWH6EoIhUPM2ki4iIiPwXk8nE\nz/NiiOzW7Loa9CVndrEmI0HHrUm56tI3lLse6sFX/1pl8c7vDZw92NhrMllFufTb+BFZOktdpMpT\nky7VhmZ/xBzVh5RGtVGzxK0/yKWL+fS5I9Ki74+JiSE1P5vHd37Ftx0e1XFrclV5vXaEhDXk4eeH\nsHzBVtYv323RMnYXO0cWd36aSI9GdFz7d5IupZdLbmI5vbfIjVCTLiIiIjVC8uE01vyynXsf642t\nrWWbvhWaSrhzy0wmBPelU53SN5gTuZl8G9bhydfvYF+85Tu/21hb81HYPTzfbADd1r/HhszECshU\nRMqDZtJFRESk2juXcZHZU5Zw96NRNG3lb1GMyWTivm2fAvBdh8csOsda5GYqLChmwezfKSoq4YGn\n+uFUy8GiuN8zEhgV9ykfthnJg40s3xxRRMqfZtJFRESkxsvLLWD+9JX0u7OdxQ06wJRDv3I89yxf\nRI5Vgy63hIOjHaMn9qee3/Xt/N7HpyUber3M2wnLeHX/IowmYzlnKiI3k5p0qTY0+yPmqD6kNKqN\n6q2kxMA3M6IJCWtEh54tLI776fR25h7fyItWkTjZ2pdjhlJVVdRrh7W1Nbfd15VOUS355O9L2LXl\nCCUWLH8PcfMlrvdrxGQmMmzLDA5cTKmAbOU/9N4iN0JNuoiIiFRLJpOJxfM34FTLgUEjO1gctyMr\nmSd2fc3SLhPwtNFGcVI5dO7Tinsf783OLYf54PnvWLdsJ5cv5ZuN8XZ0Y23PF2nvGUS/DVPpt+Ej\nVqbt1Z11kUpOM+kiIiJSLa37dRcHdibz+OTbsHewsyjmTF42Hde+w4y293NHg7blnKHIX5N2+jyb\nV+8nYedxWkUG0bV/a+o18DQbU2go5sfT25l+JJp8QzETm/RldKPOONtaNucuIjeHJf2smnQRERGp\ndvbGH2XFD3E89fow3DxqWRSTV1JI9/XvM9wvkpdDBpdzhiI3Ljcnn7j1B4lbl0A9P0+69gulaWgA\n1tal76FgMpnYePYw04+sZsv5JB4J7MGTwb1p4OxRgZmL1FzaOE5qFM3+iDmqDymNaqP6OXk0g6Xf\nbOahSQMsbtCNJiMPxn9OSzdfXmo+6OrXVR9SmspQGy5uTvS5PYKXP7qPtp2bEr14O9NeWcjWdQkU\nFRZfM8bKyooedZuzpOsEtka9xmVDIaGrX+e+uE/ZkZVcwVdQfVWG+pCqy/ZWJyAiIiJys2SdzeGb\nmdGMGNcL34A6Fse9mbCUtIKLrO3xgnZylyrH1s6Gtl2aEt65CclH0ti8ej9rftlOu27N6dS7Fe5e\nLteMC3b14V/h9/FWy2F8kbyRu2JnEeDsyTNN+3G7b1tsrHU/T+RW0HJ3ERERqRbyLxfyyZQldOzV\ngi59Qy2O+/7kVl49sJhtvV+nrqNbOWYoUnHOZ+YQ+/t+dm45QrNQf/rf1R5Pb/P1XWI0sOTMLqYf\nWU1qwQVebDaQcYHdsbfRfT2Rm0XL3UVERKRGMJQY+O6TNQSHNLiuBn3b+WNM2rOAZV0mqEGXasWr\nrhtDR3Xh5Y/uw7u+BzPeXET0ongKC669DB7A1tqG4f7t2NL7VX7o+DhLU3fT/LdX+OZELAajdoQX\nqShq0qXa0OyPmKP6kNKoNqo+k8nE0m+3YGNjzZBRnS2OO513njtjZzKv3VhC3f2v+T2qDylNVakN\nRyd7+twewcR3RpB97hIfTf6BXbFHMBrNL6bt4NWY37o/x/x2Y/n0eAytV7/OLyk7sWQRrsFgtOj7\n/leJsezz36uKqlIfUjlp7YqIiIhUaZt+28epYxmMf+V2bGwsu/+QW1zA0M3/4tmm/RniG1bOGYrc\neu6eLtzzWG9OJKXz6/db2Lo2gdvu64x/kI/ZuB51m7Op12RWpe/j1f2LeS9xBVNa3UUfnxZ/2L/B\nYDByNCGFPduOkrDrBLa21gQE+RDQuC4BwfXwD/TGwcn+T89/qTifH09vZ17yJrZlHaelWwM6eTWm\no1djOnk1pomrD9ZWuq8oNYtm0kVERKTKStiZzJJvN/Pka8NK3RzrfxlNRu6KnYWnfS0+jxyjjeKk\nxjEaTezacpjfFsXTtKUfA0Z0wM297JMQjCYjP6fs4PUDv+Dr6M7fW91Jgwsu7Nl6lP07juNRx5Ww\njsG0bt8Yk8nEqaOZnDqWwanjGaSePIentxsBwT74B9Ulo24+v+Ts5pczu+jh3Yyxgd3o49OCAxfP\nEHf+GFvPHyMu6xgXi/Pp6BlEx3837h08g6ht71wBf0si5UPnpIuIiEi1lXLiLPOmrmDss4PwC6xr\ncdzkfT8Re/4Ya7o/rw2xpEYryC9i/a+7iN+YSPcBbejaLxQ7e/P/nzCZTJw+mcm0+FV8VbiN+gWu\nPOPdmzs7d8Srbu1S40pKDOw7foIvDm9gSe5eiotKaJNal4EOrQgNDCCgsQ8BjX1wquXwh7j0/IvE\nZR272rjvzD5BQ2ev/7rbHkwLN1992CZVhpp0qVFiYmLo2bPnrU5DKinVh5RGtVE1ZaRm8/mHy7n9\n/q60igi0KMZoMvLpsRg+Ovwb2/q8Th0H1zJjVB9SmupUG+cyLrLih62kp2Qx5J5OtGjb6E9N77mM\ni+yJO8rebUcpLiymTccmhLRvxNLCvbyfuJJedZvzVss7aOJa7w9xJUYDK9P2MS95ExvOHuZOvwjG\nBnajs1cwuTn5nD5+5W77yaMZpJ8+z5B7O9O2S9NSm+5iYwn7L6YQd/44W88fZdPZIzR1rceX7cfh\n6+RRbn9H16s61YfcXJb0s/r4WERERKoEo9FI4t5TbF2bwJmTZ+l/V3uLGvTMghzmJ2/i0+Mb8LSv\nxfJukyxq0EVqijo+tXlw4gCOHDjNr9/HErv2AENHdcG5lgN744+yJ+4oF87n0rpdY4aP7UFAY5+r\nTfRE+jEusDsfJ/1O53VTGNYggtdbDCWvpIh5yZv4+mQsQbW8GRfYjW86PIKrndPVn+ta25kW4Y1o\nEd4IgLTT5/l+9u8k7jvFnQ92/9NddQA7a1vaejSirUcjngiOosRoYMqhXwlf/SazIx7gTr/ICvk7\nEylPupMuIiIilVpuTj7bNx4ibv1BXGs707l3K0LbBZldlmsymdh8LonZx9axKm0/d/pF8HjjnrTz\nDKrAzEWqHoPBSNy6BNYu24nRaKJFeCPCOgbTOKRBmRszZhdd5sPEVXxybB2ONnaMbtiFsYHdaO5W\n3+KfX1xUwoqFW0ncc5K7H+1NYDPLYreeO8oD8XPp4d2Mf4bd+4cPA0QqEy13FxERkSrJZDJx6lgG\nW9cmkLj3JC0jgujUuyV+jbzNxl0syuObk7HMORaDwWTk8cY9Gd2oCx72ZW+KJSL/r6iwGCsrqzJn\n1K8lpzgfJxs77Kz/+qLdg7tPsGj+Bjr0bEHv2yMsOrnhUnE+k/YsYMPZw3zb4VE6ejX+yz9fpLxY\n0s/qPAOpNnQepZij+pDSqDYql6LCYuI3HOLjNxex8LN1+Dasw4v/GMWIcT3NNui7sk/wyPb5NFrx\nApvPJTGz7f0cHDCFiU373VCDrvqQ0lT32rB3sPtLDTqAm53TDTXoAC3CGzHx7eGcOp7BnPeWknU2\np8wYVzsnvmg3ln+0HsHtmz/mrYQlt+zs9epeH1K+NJMuIiIit9zZ9AvErUtg15YjNGxSjwHDO9Ck\npR/W1qXv2JxXUsjC0/HMPraezIIcHg3qSeLAd/FxLH2HaRGpOtzcazH22cFsXr2PmW8vZui9nQnv\n3LTMuDv9Iuno1ZiH4r+g2/r3+LbDozR2sfwECJFbTcvdRURE5JZJPpzGuuW7OHPiLO26h9ChZwie\n3m5mY84VXmLq4d+Ye3wjHb0aM75xLwbUC8XGWgsERaqrMyfPsWDO7/g18uaO0d1wdLIvM8ZoMjIj\n6Xf+fuhX/tF6JA816qqj2uSW00y6iIiIVDomk4ljh86wdulOLmRdpteQcMI7NSlzae1/mvPPjm9g\npH97Xmw2kEAX8zPqIlJ9FBUWs3zBVpISTnPPY71pGFyv7CBg/4XT3LftM5q4+PBZ5EN4ObiUc6Yi\npdNMutQomv0Rc1QfUhrVRsUxmUwk7jvFJ1OW8MvXm4js3pzn37+H9j1CzDbo5wovMXnfTzRbNZkL\nxfns7vsWsyNGV0iDrvqQ0qg2Kp69gx13PtSdwfd05uuPo/l96U6MRmOZcaHu/sT3eYOGtbxos/oN\n1qQnlHuuqg+5EZpJFxERkXJlMpk4uPsE637dRXFRCVFDI2jdPgjrMpan/++d89193yKgllcFZS0i\nlVWriED8g7xZ+Nl6khJOM2JsT+rUczcb42hjx7SwexlUvzVj4r/gLr9I3mk1TEe1SaWk5e4iIiJS\nLoxGEwd2Hmfdsl1YWUHU0AhaRgSa3QwO/tycT24+WM25iPyJ0Whi8+p9rF++mzYdGtP7tghcazuX\nGZdVmMszexawJuMgb7a8nbGB3bC1tqmAjEU0ky4iIiK3gNFoZO+2Y6z7dRf2Drb0vi2CkLCGZW7Y\npOZcRP6Ky5fyWffrLnZtOUKXfqF0698GB0e7MuN2Zp3g+b0LySzM4cM2IxlYr7U2lpNyp5l0qVE0\n+yPmqD6kNKqNm6e4qIQdmxKZOnkhcesSGHJvZ556405ahDcq9R++JpOJ9PyL15w5rwwNuupDSqPa\nqDxquToxdFQXnvrbXZxNu8CHLy9g67oEDCXmz0iP8GzEup4v8n7rETy75wf6bviIPdmnbkpOqg+5\nEZpJFxERkWsqKTaQeymfy5cKuHwpn9ycfC7/+/GV3xdc+fOcfHIvFVBSVEJAUx963R+JS8NanC3M\n5eCZXZwtvPSnX+f+6/d21rbc37CTZs5F5IZ41XXj3sf7cObEWVb+GMfm1fsYcFcHWkUGlvpBoZWV\nFUN9wxhQrxWfH9/IgE1TGVivNe+0Goafs+fV7zOUGDhz8hzuXi64udeyOKeswlz2XUyhs1cw9jZq\nvcQyWu4uIiIiVxmNJnZuOczqxdu5nJNPLVdHark6UcvNERdXJ2q5OuHi6kgtN6crj92u/Hmq1UVe\nSPyJ9ZmJuNg64O3g+qdfda75NRecbR1u9WWLSDVjMplISkhh5cI47OxtGTSyI4HN6pcZl1OczweJ\nK5lzbD33eban/8WmpB0+x6mjGXjUceXSxTwG39OJtp2bXrPxzyzIYePZw2z4968Tl8/RsJYXJhPM\niRhNV++m5XG5UoVY0s/q4xwREREBIOXEWZZ+sxmTycTop/vjF+hd5nxmXkkh7x5azqfHY3gtZCjL\nu07S3SIRueWsrKxo2sqf4BZ+7IlLYuFna6nn78XAER3waeD5p+83lBhIOXGW44mpBCY6cP/pEGJb\nHOFb9ziejoji+Ufvwc2tFqknz7Fw7joSdiYz7MHuXLIvvNKQZx5m47kjpOZn07VOU3p4N+PzyDGE\newRga2XDopQd3BM3hwH1WvFB65E6q13M0p10qTZiYmLo2bPnrU5DKinVh5RGtQF5uQVEL4rnwM5k\nBgzvQETXZmXuwA6wPHUPT+/+jg6eQUwLuwdfJ48KyLZiqT6kNKqNqqW4qISt6xKIWbGbFuGNiBra\nlksX8ziemMqxxFROHc3Aq64bQc19CWruS2DT+ji7OLIr+wTP7VlIRmEOH7YeSavaDViXfogfdsay\nI/8khlrQs15zeng3o0fdZrSpHYCNtfU16+NiUR6vHVjMTynb+UfrkTzQsLM2qquBdCddRERESmU0\nmti+8RCrF2+ndbvGPPfePTjXKnvp+anL55m453sSLp7hs4iH6FuvZQVkKyLy19nZ29J9QBvadWtO\nzIrdTH/tR+r41CaouS+doloy6vE+OLs4/imurceVzeVWpO3lhX0/cq7wEj28mzE0PIJnC/qz59uD\nNAzy4bb7u5b5+lnb3pkZbe/nwUZdeGznV3x5YjOz246mmVvZy/ClZtGddBERkRro9PEMlnyzGVtb\nG26/vyu+DeuUGVNkKGH6kWg+PPwbE5v05YXmA3G0KfuYIxGRysZkMl33Xez/tE3/HVdUWMyqn7aR\nsCuZux7qQbPWARY9V4nRwKyja3nn4K88ERzFKyFD9HpaQ+hOuoiIiPzB5Uv5rPppG4n7TjFwRIdS\nNz/6XxsyE3li1zcEOHuxrc/rNHapWwHZioiUj7+yzPxaMfYOdtx+f1datg3k5y/W0yTUnyF3d8LB\nyd7sc9la2zCxaT/u8otk4u7vCY1+jdkRo+njo5VJonPSpRrReZRijupDSlNTasNoNLJ1XQJTX1mI\ng6Mdz717NxFdmpX5D9XMghwe3DaX+7d9xtuthrGy2zM1qkGvKfUh10+1If8tuEUDJr4zAqPBxD/f\n+InFP6y0KM7P2ZNFXZ5ieti9PLx9PvfFfUpGwcVyzlYqOzXpIiIi1dzJo+nMfGsxe7cd5ZEXhzJ0\nVBecnM3PThqMRmYfXUfL6FfxdnDl4IAp3OUXqU2ORERK4eTswIhxPRk6qgt7NqTy64JYiotKLIod\n4htGwoAp+Dl5EBr9Op8eW4/RZCznjKWy0ky6iIhINWUymVj1Yxy7tyYx6O5OhHUMtqjJvliUx6BN\n07GysmJ22wcIdfevgGxFRKqPy7kFLPl6E2mnz3P3I1H4B1m+Amn/hdM8tvMrAOZEPEhrvQZXK5pJ\nFxERqcFiVuzmyIEUnp1yN04W7NoOUGgoZljsDMLcA5jR9j6srbToTkTketVyceS+J/qyd9tR5k9f\niUcdV5q28qdJSz8Cgn2wtbUpNTbU3Z/NUa/w+fGN9N7wDwJredPfpxX967Wio1djbK1Lj5XqQe+8\nUm1oNkzMUX1Iaaprbezccpht6w8y9tlBFjfoRpOR0fFz8bR34eNwNehQfetDbpxqQ8z5T3206RDM\nK9MfYPDdnTCZTKxYuJW3n/6KL6evYsua/ZxNu8C1FjZbW1nzaOOepAyZxgetR1BsMvD07u/wXjqB\nO7fM4NNj6zlx+VwFX5VUFN1JFxERqWaOHDjNyoVxPPrybbh51LIoxmQyMWn3AjIKcvit+3PYWKtB\nFxG5GWxtbQhq7ktQc18GDO/A5dwCjh5MIelAChtW7cHKyoomLf1o2sqf4BYN/nBeu4ONHb3qhtCr\nbgjvtx5Bev5F1mQkEJ2+n9cP/IKHfa2rd9l7eDfDxe7PZ71L1aOZdBERkWrkzMlzfPHRch54uj+B\nTetbHPfBoRV8dyqOjb0m427vXI4ZiojIf5hMJs6mXSApIYUjB06TfDiNur4eNGnpR5NWfgQ0Ln1p\nvNFkZO+F00SnHyA6/QA7sk/QzrPRv5v2UNq4+2uzz0rIkn5WTbqIiEg1kXU2h9lTlnD7/V1pFRlk\ncdxXJzbztwNL2BL1Kg2cPcoxQxERMaek2MDJo+kkJaSQlJDCufSLtIoMJLJrcxo1rWe26b5UnE/M\n2cNEp+8nOv0A+YZixgV24+Gg7vg7e1XgVYg5lvSzWssm1YZmw8Qc1YeUprrUxuXcAuZNXUmvIW2v\nq0FflbaPl/b9xKruz6pBv4bqUh9y86k2xJy/Wh+2djY0DmnAgOEdePpvd/H8e/dQ19eDxV9t5MOX\nFrB22U6yz1+6ZqyrnRNDfcOY2fYBkgZ9wG/dn+V8US5tVv+NOzZ/zG9p+3WsWxWhmXQREZEqrrio\nhC//uYoWbRvRuU8ri+Pizx9ndPxclnWZSIibbzlmKCIif4WruzM9BobRfUAbUpLPsmNzIh+/8TO+\njeoQ2bU5rSICsbO/dkvXqrYfM9s+wPuhI/jh9DZePbCIJ3Z9w2NBPRgT2I26jm4VfDViKS13FxER\nqcKMRiPfzlyNvYMdIx+JwtrasvnDI5fS6bH+fT6LfIihvmHlnKWIiNwsxUUlHNx9gh2bDnM6OZPQ\ndkFEdm1OQOO6ZpfDm0wmdmQnM+dYDItTdjKgXijjg3vRrU5Tza5XIJ2TLiIiUo2ZTCaWfbuFwoJi\nRj3R1+IGPT3/IgM2TuPvre5Ugy4iUsXY2dvSpkMwbToEcyErl92xR/hx7jqsrK2I7NqMtp2bXvNk\nDysrK9p5BtHOM4iP2tzNNydieXzn1wA8HtST0Y26aOPQSkIz6VJtaDZMzFF9SGmqcm3ErNjNiaR0\nHni6f6m7//6vnOJ8Bm6axtjArowL6l7OGVZ9Vbk+pHypNsSciqoPd08Xeg1py/Pv38PwsT04l3GR\naa8uZN60FRzYmXzNM9gBPOxrMaFpXxL6/53ZbR9g6/ljBK54gXHb57HvwukKyV1KpzvpIiIiVdDO\nLYfZtv4gT7w2DEcne4tiCg3FDNsyg05ejXk1ZGg5ZygiIhXFysqKRk3q06hJfW67rwsHdiazbtlO\nNqzaw22jOuMf5FNqXI+6zelRtzkZBReZl7yJfhs/IqpuCG+3HEaw67XjruXC+VwMBiMedVwtXtll\nMpk4cDGFBk4eeDq4WPyzqjvNpIuIiFQxRw6cZuFn63j05dvw8bVsR3ajyciouE8pNhr4sdMT2Fhr\nMZ2ISHVmNJrYteUw0YviCW7hR//h7XH3LLsRzi0u4J9Jq/nnkTUM94vkjZa34etU+nvNqWMZbFy1\nl2OJqdjZ25KXW4B3fXd8fD2o6+tx5b8NPPD0dsPG5sp7j9FkZOmZ3bxzcBnninLJLsrDxdaBFm6+\ntHRrQAs3X1rUvvJ7r2rWvOucdBERkWrmzMlzfPHRch54uj+BTetbFGMymXhmzwJ2XzhFdPfncLSx\nK+csRUSksijMLyJm5R7i1iXQpV8o3Qe0wd6h7PeB84W5fJC4ki+SNzIusDsvNx909W630Wjk0O6T\nbPxtLxezL9Otf2siuzXHwdGOgvwizqZlk3Emm8zUbDJSr/w350Ienj5unGh0iRW1E3G0s+OloIHc\nG9IJO1tbUvKzSLiYysGcVA7mnOFgTioJOak4WtvRsrbvHxt4N1+8q+ju9GrSpUaJiYmhZ8+etzoN\nqaRUH1KaqlQbWWdzmD1lCbff3/W6zkL/MHEVX5/cwqZer2hToOtUlepDKpZqQ8ypjPWRdTaHVT9t\n4+TRDAaO6EBYx2CLdnU/k5fN2weXsihlJxOCetP1bEN2rk7E0dme7gPb0Coi6Ood8tIYjEa+S47l\n7wm/4mC0ZURxGxqmuZKZeoGszBysrK2wtbXB1s4GG1ub//+9nTWXHYvJdLpMhlMu6fa5pNnlcMY2\nh6d8evJ+r3tv1l9PhdHu7iIiItVE/uVC5k1dSa8hba+rQf/+5FZmHl3Llig16CIiNZmntxv3PdGX\n5CNp/Pp9LLG/H2DoqM4ENDY/d97A2YOpTe+m06kGTNv0O9M8o5k0tA9PdxyKo635PVFKjAa+PxXH\nlEPL8XZwZWb7B+jr0/IPHw4YjSYMJQZKSgwYSowUF5dgKDZQUmKkpMRASbHhyp8XX/mekhIDJUUG\nvP0tG/eqinQnXUREpAr4ce467OxtGfag5Tuyn7h8jna/v8W6Hi8S6u5fjtmJiEhVYjSa2B17hN9+\n3kbjkAYMGN4Bd68/z36fTbvAxui97N9+nNbtGtOtf2tSHC/y6v5FHLqUxpstb+f+gM5/2uekyFDC\nNydjeffQcgKcvXij5W309G6u89i5ScvdL1++zJw5c0hJSQFg/Pjx2NvbM3fuXAoLC/H29mbChAk4\nOTldjTl37hzPPPMMI0eOZOjQK7vHHj9+nFmzZlFcXEx4eDhjxowBoLi4mJkzZ5KcnIyrqyuTJk3C\n29v7hi5KRESkOjm4+wS/fh/LpHdG4OBo2Ty50WSkd8yHDKwfyovNB5VzhiIiUhUVFhQTs2I3cesS\n6Nw3lB4D22Bnb8uJI+ls/G0vJ4+m0ymqJZ16t8LFzekPsZvOHmHy/p/JLrrMlNC7uN03nCJjCV+e\n2Mx7h1bQxNWH11vcRnfvZrfo6iqnm9Kkz5w5kxYtWhAVFYXBYKCwsJB33nmH0aNHExISwvr168nM\nzOTuu+++GjN16lSsra0JDg6+2qRPnjyZcePGERwczHvvvcfAgQMJCwsjOjqa06dP8/DDDxMbG0t8\nfDyTJk26oYuSmqkyzv5I5aH6kNJU9trIyy1g+us/ce9jvQlq7mtx3Iyk31lwKo5NvV7RTu43oLLX\nh9w6qg0xp6rVR/a5S6z8MY6TR9Nxre1MQV4R3fq3pm2XpmY3mTOZTKxM28cr+xdhb21DesFFQmv7\n8XqL2+hUJ7gCr6DquOGZ9Ly8PBITE3nqqacAsLGxwdnZmbS0NEJCQgAIDQ3l3Xffvdqkx8fH4+Pj\ng4ODw9Xnyc7OpqCggODgK/9Dde/enfj4eMLCwtixYwcjR44EoEOHDnzxxRd/8XJFRESqn2XfbaFV\nROB1NehJl9J5K2Epsb1fVYMuIiJl8qjjyn1P9OXk0XTycgtp1tofawveP6ysrBjs24aB9UNZlrqH\nBk7utPO0fN8UuTazf/OZmZm4ubnxySef8NJLLzFnzhwKCgrw9/dn+/btAMTFxXH+/HkACgoKWLZs\nGSNGjPjD82RlZeHp6Xn1saenJ1lZWVf/zMvLC/j/DwFyc3Nv3hVKjVGVPq2Uiqf6kNJU5tpI2JXM\nqWNXduG1lMFoZMz2ebzeYihNXeuVY3Y1Q2WuD7m1VBtiTlWtj4bB9QgJa2hRg/7frK2suaNBWzXo\nN4nZv32DwUBycjL9+vXjgw8+wNHRkaVLlzJ+/HhWr17Nyy+/TEFBAba2V27I//jjjwwePBgHBwfK\ncz+6mJiYP/xej/VYj/VYj/W4uj1e/dtaFs5dy4hxvbB3sLM4/p9Jq7Gxsib0jF2luh491mM9/j/2\n7js8qgJ74/ibTkghJIRA6BiCoWjoRYSAgIKIKAIKNiwoLiKuZV39ib3tWlYERLELlkUpFqQTegkl\n1IQECCSQQCCF9Mm03x8Iq7vOzWCYlOH7eR6e5YYcOMO+O8uZe8+9HHPMMcfOMdxJz8/P1zPPPKMZ\nM27T8CYAACAASURBVGZIkpKTk7Vw4UI99dRT578nMzNTM2bM0CuvvKLnnntOp0+flnT2UnkPDw+N\nGTNGPXr00AsvvKB33nlHkrR+/XolJSXp/vvv1yuvvKJRo0YpOjpaVqtVEyZMMLzknZ10OBIfX7t2\nf1C1yAccqanZ+HrWCgUG++uGsVc5XZNUkKm+q1/TlmueVevAhi7s7tJRU/OB6kc2YIR8wJFK76SH\nhISoQYMGyszMVGRkpHbv3q2mTZuqoKBAwcHBstlsmj9/vgYNGiRJeuGFF87Xzps3T/7+/rr22msl\nSf7+/kpNTVVUVJTWrVunIUOGSJK6du2qNWvWKDo6Wps3b1bHjh0r9aIBAKjt9m5P07G0U3rkxVuc\nrrHYrLpr60d6sf1NDOgAANRiFd7d/ciRI/rggw9ksVgUERGhhx56SPHx8Vq6dKmkszd7Gzt27P/U\nnRvShw0bJuk/j2ArLy9Xp06ddM8990g6+wi29957T0eOHFFQUJAeeeQRNWzo+B8XnEkHALiz4sJS\nvfPsPN3+l0Fq2aax03WvJf2kVdlJWtb3cZ5DCwBADXVRHsFW0zCkAwDc2dyZy1WvfoCG3dbb6Zo9\n+RkasOYf2j7weTUPCHNdcwAAoFKcmWd5LgvcxoXekAGXFvIBR2pSNnYnHFJWeo6uHdnd6RqzzaK7\ntn6k1zuOYkB3gZqUD9QsZANGyAcqgyEdAIAaoKigVD/M2aBR98XJx9fwljG/88r+n9TYP0T3tLra\nhd0BAICqwuXuAADUAHNmLFNogyANHdPL6ZodeUd03dq3lTj4BUX613dhdwAA4GLgcncAAGqBXVsP\n6sSxXA26qZvTNSarWXdt/Uhvx97KgA4AgBthSIfbYPcHRsgHHKnubBSeKdEPczZo9H39L+gy9xf2\nLVJUYITGNXf+zDsuXHXnAzUX2YAR8oHKcP5fAwAA4KKy2+1a+MU6de3TVs0vi3C6bkvOIX1yZJ12\nDX6Rx60BAOBmOJMOtxEXF1fdLaAGIx9wpDqzsWvLIWVn5WvgiK5O15RaynXX1o80rdM4RdSp58Lu\nIPHeAcfIBoyQD1QGQzoAANWgML9EP3514Ze5P7t3vq4MaabRzZx/TBsAAKg9GNLhNtj9gRHyAUeq\nIxt2u13zP1+rbn0vV7PWDZ2uW38qRV+lb9GMzne4sDv8Fu8dcIRswAj5QGUwpAMAUIVsNps2rtir\nnOwzGnij85e5Hyk+rfEJH+v9LneogV+QCzsEAADVieekAwBQBcpKy5WwNlkbV+xRQJC/Ro7vp8bN\nwiqs23T6oN5OWapV2Un6a/S1eqbdDVXQLQAAcAVn5lnu7g4AgAvlZBdo44o92rEhRVHtm+rWBwaq\nRZTxndwtNqu+P7ZN76QsU7apUFPaDNIn3e5RkI9/FXUNAACqC5e7w22w+wMj5AOOuCIbdrtdh5Mz\n9cW0JZr+4nx5e3vpkRdHadxDgwwH9PzyEr2Z/ItaL35SMw6u0t8uH6rUIa9rcvQgBvRqwnsHHCEb\nMEI+UBmcSQcA4CKxmK3ateWg1i/bLXO5VX0Gd9StD1wjXz8fw7pDRdl6N2W55qRv0tBGHbWg98Pq\nEtqyapoGAAA1CjvpAABUUuGZEm1evV9bVu9X42Zh6jO4o9p0aCZPTw+HNXa7XetOp+idlGVafzpF\n97Xqq0lRA9Wkbv0q7BwAAFQldtIBAHCR0mKTjqSe0J5th7V/5xFd0e0y3f/kMEU0CXVYY7fblVJ4\nQquzkzU7bY2KLCZNaTNIc3pMUIC3XxV2DwAAaiqGdLiN+Ph4xcXFVXcbqKHIBxxxNhvFRWVKO5Cl\ntAOZOnwgS6dPnlHz1g0V3aGZrr+1lwIC6/xPjd1u1/6CTK05dUBrTiVr7akU+Xh6qV94W73QfoSG\nNr5Cnh7cHqYm470DjpANGCEfqAyGdAAA/kDhmRKlHcjS4QOZSjuQpbycIrWIilDrtpG68fY+atoq\nXN7eXr+rsdlt2nPmmNZkH9CaUwe09vQBBXn7q194Ww1pdIXeuGK0WgY0qKZXBAAAagN20gEAkFSY\nX6JDycd1OPnsYF50pkQt2zRWq8sbq3XbSEW2aCAvr9+f9bbb7UrMT1d8drLWnDqgdadTFOYbqH7h\nbdWvYVv1C2+rZnUrfhY6AAC4NLCTDgBABczlFq3+aac2rdyrltGN1fryxurRv50aNwuVp6fjS9H3\nnzmuSTvn6GhxjgY36qBbm/fQzC53KNKfG78BAIA/jyEdboPdHxghH/gjybuO6pvZKxQV00yPvDRK\nIaGBFdYUmkv14v4f9NmR9Xqu3Y168LL+8vb0qrAOtRPvHXCEbMAI+UBlMKQDAC45eTmF+nHuBp04\nnqv2vSI0atzgCmvsdru+zdiqx3d9q0ER7bX32pcVUadeFXQLAAAuJeykAwAuGRaLVeuX7taaX3bp\nqkEd1G9IrHx8K/68+tyl7bnlxZrR+Q5d1aBNFXQLAADcDTvpAAD86lDScS38cr3qNwjUpKk3Kaxh\nxWfBC82lemn/j/r0yDpNbXejJnJpOwAAcDEezgq3ER8fX90toAYjH5euwjMl+uaDlfp29mpdO7K7\nxj869HcD+h9lw26369v0LWq35BmdLDujvde+rIfbDGRAvwTx3gFHyAaMkA9UBmfSAQBuyWazafOq\n/VqxaJu6Xn25Hnt1jPzq+FRYl1SQqUk75ui0qUhf93xQfcKjq6BbAACAs9hJBwC4nYzD2VrwxTr5\n+nlrxJ1Xq1GT0Aprisxlemn/D/rkyDo9GzNcD0UN4Mw5AAC4qNhJBwBcUnKyz2jFwu1K3XdMQ0f3\nVKfebeTh4WFYY7ZZ9Gnaer24/wcNaBijPYNfViN/7toOAACqBzvpcBvs/sAI+XBveTmF+v7TNZr+\n4gKFRQTr8ddvVeerog0HdJvdpq/TN6vVgr9q3rEEze89SV/0uJ8BHb/DewccIRswQj5QGZxJBwDU\nWgX5xVr9004lbkpVj/7t9MTrt6puYB3DGrvdrp+zdumZPfNVx8tHfw3qpb/2u62KOgYAADDGTjoA\noNYpLizVmsWJ2ro2WV36tFX/6zspMNi/wrq1pw7o6T3fK7+8RK90vFnDIztVeDk8AADAxcJOOgDA\nrZQWm7Ru6W5tWrlXV/S4TI++PEr16gdWWLcj74ie3vO9UgpP6oX2IzS2eU95ebLxBQAAah7+hQK3\nwe4PjJCP2s1UZtaqH3fon099rTN5RXr4+ZG66c6+FQ7oBwqyNHrjTA1b966GR3ZS8nWv6o6WvX83\noJMNGCEfcIRswAj5QGVwJh0AUGOZyy3atGqf1ixOVFS7Jpr49AiFNw6psC69OEcv7F+kHzJ36rHo\n6/Rp93sV4O1XBR0DAABUDjvpAIAaKXnXUc3/fK2atgzXoJu6qXGzsAprzDaLXk9arH+lLtODl/XX\nE22HKMS3bhV0CwAAUDF20gEAtY6pzKyfvtmo1D0ZGnP/AF0W08Spun1njuuurR8pzDdAuwa/qKZ1\nQ13cKQAAwMXHTjrcBrs/MEI+aoe0lCz969l5slpseuSlUU4N6FabTf9M/kVx8a9rQut+WtL3sQsa\n0MkGjJAPOEI2YIR8oDI4kw4AqHYWs1XLFiRox4YU3XTn1WrfpZVTdQcLT+qurR/Jx9NLW6+ZqlaB\n4S7uFAAAwLXYSQcAVKvM9NP69sNVCg0P1sjx/Zx63rnNbtP7B1fr+f0L9X8xN+jhNgPl6cHFYQAA\noGZjJx0AUGPZbDatWbxL65bu0vVjeqnzVdHy8PCosO5o8Wndk/CJSqzlWt//abUNblwF3QIAAFQN\nTjvAbbD7AyPko2Y5ffKMZr26SKn7MvTwcyPVpU/bCgd0u92uTw6vVdcVL2hQRHut6//3izKgkw0Y\nIR9whGzACPlAZXAmHQBQZex2u7bEJ2np91s14IbOumpQR3l6Vnz2PLM0T/dv+0xZpfla1e9JdQxp\nVgXdAgAAVD120gEAVaIgr1jzPolXcWGZxtzfXxFNKr4Du91u1zcZWzRl59d68LI4PRNzg3y9+HwZ\nAADUTuykAwBqhAO70/Xvj1arZ/92GnBDZ3l5e1VYU2Y1666ts7X3zHH9fPUUdQ117o7vAAAAtRk7\n6XAb7P7ACPmoPmkHsvTt7FW64+HBGnRTN6cGdKvNpnGbP5DdLm0f9LxLB3SyASPkA46QDRghH6gM\nzqQDAFwmKyNHc2Ys060PXKOWbZy7yZvdbtdDO77QGXOpfr56ivy8fFzcJQAAQM3BTjoAwCVyTxVo\n1muLNHR0L8X2jHK67vm9C/VT1i6tjntSQT4VPzMdAACgtnBmnuVydwDARVdUUKqP3/pZ/YbEXtCA\n/v7BVZqbvkmLr36UAR0AAFySGNLhNtj9gRHyUXVMZWZ9+s5iXdHtMl01qKPTdd9lJOjlpB+1rO/j\nalgn2IUd/h7ZgBHyAUfIBoyQD1QGQzoA4KKxWKz68r2latwsTINv7uZ03aqT+/XQji+1+OpH1Sow\n3IUdAgAA1GzspAMALgqbza5vP1wpc7lF4/4yWF5ezn0OvDPvqK5d+5bm9XpI/Rpe7uIuAQAAqg87\n6QCAKmG32/XT1xt1JrdYtz040OkB/VBRtoat/5dmdbmTAR0AAEAM6XAj7P7ACPlwrfifd+pQ0nHd\n9ch18vF17umeJ8vO6Nq1b2lqu+G6uWlXF3foGNmAEfIBR8gGjJAPVAZDOgCgUrauSdKW+CTd+9j1\n8g/wc6qmwFyqIWvf1p0teuuBy/q7uEMAAIDag510AMCftn/nEc3/bK0e+PtwhTcKcarGZDVryLq3\nFRMUqemdb5eHh4eLuwQAAKgZ2EkHALhMWkqWvvskXnc9cp3TA7rVZtPtWz5UmG+gpnUax4AOAADw\nXxjS4TbY/YER8nFxZWXkaM70Zbr1gWvUrHVDp2rsdrsm75yr3PJizekxQV6eNeP/gsgGjJAPOEI2\nYIR8oDJqxr+QAAC1Rt7pQn36zmLdMPYqRXdo5nTdS/t/0Kacg1pw1cPy8/JxYYcAAAC1FzvpAACn\nncrK12fv/qLe13TQVYM6OlVjs9v0RvJifZy2ThsGPK2IOvVc3CUAAEDN5Mw869xzcgAAlzS73a6E\ntcla8t0WXTuyu3rEtXOqLrM0T3dt/UgllnKt6vckAzoAAEAFuNwdboPdHxghH39eSVGZ5kxfpo0r\n9uqBp4Y7PaAvOr5DnZc/rz4N2mhN/6fUPCDMxZ3+OWQDRsgHHCEbMEI+UBmcSQcAOHQo6bi+nb1a\nHbu11m0PDpS3j1eFNSUWk/6a+I2Wndyn+b0nqXeDNlXQKQAAgHtgJx0A8D+sFquWL9ymbesPaNQ9\ncWp7RXOn6nbmHdXYzR+oS/0WmtH5DtXzrevaRgEAAGoRdtIBABfs9Mkz+nrWCgUE1dEjL9yioHoV\nD9o2u03vpCzT68k/61+xYzWuRa8q6BQAAMD9sJMOt8HuD4yQj4rZ7XZtX39AM19eoM69ozX+0aFO\nDehZpfm6bu3b+v7YNm29ZmqtG9DJBoyQDzhCNmCEfKAyKjyTXlxcrFmzZunYsWOSpIkTJ8rX11ez\nZ8+WyWRSeHi4Jk+eLH9/f+3evVtfffWVLBaLvL29dfvtt6tDhw6SpMOHD2vGjBkym83q1KmTxo8f\nL0kym82aPn260tLSFBQUpClTpig8PNyFLxkA8N9Ki01a8MU6ZWXk6P4nb1DjZs7d5O2H4zs1Yftn\neqB1nJ5tN1zenhXvrAMAAMCxCnfSp0+frnbt2mnAgAGyWq0ymUx66aWXdOeddyomJkarV69Wdna2\nxowZoyNHjigkJEQhISHKyMjQK6+8olmzZkmS/v73v+vee+9VVFSUXnvtNQ0ZMkSxsbFaunSpMjIy\ndN9992njxo3aunWrpkyZ4rAfdtIB4OJKS8nStx+s1OWxLXT9mF7y8a14E6rEYtLju77V4qzdmtNj\ngvqER1dBpwAAALWbM/Os4eXuJSUlSk5O1oABAyRJXl5eqlu3rrKyshQTEyNJ6tixo7Zs2SJJatmy\npUJCQiRJTZs2VXl5uSwWi/Ly8lRWVqaoqChJUt++fbV161ZJ0rZt29SvXz9JUo8ePbRnz54/+3oB\nABfAarVp+YIEzZm+TMNv76MRd1zt1IC+Kz9dXVe8qHxziRIHv8iADgAAcBEZDunZ2dkKDg7WzJkz\n9be//U2zZs1SWVmZmjVrpoSEBEnS5s2blZOT8z+1W7ZsUevWreXt7a3c3FyFhoae/7XQ0FDl5uZK\nknJzcxUWdvayynMfAhQVFV20F4hLB7s/MEI+fs9ut+vfs1cpLeWEHnnhFrXr1NKpuu25R3RN/D/1\n98uv19weDyjEDe7eTjZghHzAEbIBI+QDlWE4pFutVqWlpWnw4MF64403VKdOHS1atEgTJ07UsmXL\n9NRTT6msrEze3r8/85KRkaG5c+dqwoQJLm0eAPDnbF61TyeP52n8o0MUXD/AqZr88hKN3jRT73e5\nU3e07C0PDw8XdwkAAHDpMbyuMSwsTKGhoecvU+/Zs6cWLlyoMWPG6JlnnpEkZWZmaseOHedrcnJy\n9Oabb+rhhx9Ww4YNJf3+zPm57zl39jw0NFSnT59WaGiorFarSkpKFBgYaNh0fHy84uLizv9cEscc\nKy4urkb1w3HNOiYf/zmOatFOyxduU5dBkdqwcb1T9Xa7XcN/eUNXeoZpVLNuNer1cMwxxxxX1/E5\nNaUfjmvW8Tk1pR+Oa8axMyq8cdxzzz2nBx54QJGRkfr3v/+t8vJyDR8+XMHBwbLZbJo5c6Y6dOig\nuLg4FRcX6/nnn9eoUaPUvXv33/0+Tz/9tMaPH6+oqCi9/vrrv7txXHp6uu6//35t2LBBCQkJ3DgO\nAFykpNik957/TkNG99QV3S5zuu5fKcs09+gmrR/wtPy8fFzYIQAAgPuq9I3jJGn8+PF677339MQT\nTyg9PV0333yz1q9fr0ceeUSPPvqoQkNDz38qsGTJEp04cULfffednnzyST355JMqKCiQJN13332a\nNWuWJk+erIiICMXGxkqSBgwYoMLCQk2ePFmLFy/W2LFjK/mycan6708tgd8iH2f30Od9tFoxsS0u\naEDfknNIryb9pH/3esgtB3SyASPkA46QDRghH6iMCm/j27JlS7322mu/+9rQoUM1dOjQ//nekSNH\nauTIkX/4+7Ru3VpvvfXW/3zdx8dHf/3rX53tFwDwJ61dskuFZ0o07i+DnK7JNRVpzKb39UGXu9Qq\nMNyF3QEAAEBy4nL3mobL3QHgwqWlZGnO9GWaNPVm1W8Q5FSNzW7TjeunqU1QhN6Ovc3FHQIAALg/\nZ+bZih+ICwCo1YoKSvX1rBW65Z44pwd0SXrrwFKdMhXq+96TXNccAAAAfqfCnXSgtmD3B0Yu1XzY\nbDZ988FKde4drZjYFk7XbTidqjcPLNG3vSbK18u9P8+9VLMB55APOEI2YIR8oDIY0gHAja36cYes\nFqsG3dTN6ZpTZQW6bfMsfdxtvFoENHBhdwAAAPhv7KQDgJtK3XdM385epcnPj1RwSIBTNTa7TUPX\nvaMr6zXTG1eOdnGHAAAAl5aL8gg2AEDtcyavSN9+uEq3TrjG6QFdkl5PWqwii0kvd7zZhd0BAADA\nEYZ0uA12f2DkUsqH1WrTV++vUK9r2iuqXROn69ZkJ2vaweX6pueD8vF07z3037qUsoELRz7gCNmA\nEfKBymBIBwA3s/T7rfL19VH/YZ2drjlZdkbjtnyoz7rdp6Z1Q13YHQAAAIywkw4AbmT/ziNa+OV6\nPfLCSAUE+TtVY7XZdO3at9QzrLVe7jjSxR0CAABcunhOOgDUMlkZOco9VaCIyPoKbRgsT8+KL3gy\nWc36ITNRwSZfrfkiQQ/8ZZjTA7okvZz0gyx2q55vP6IyrQMAAOAiYEiH24iPj1dcXFx1t4Eaqjbk\nY/uGA/r5m01q2ipc2Zn5KiooVYOIeopoUl8RkfXVsEmoIprUV2h4sLy8zg7v2WUFGrlxusxWq7Iy\nc3SqV4k+T9qndscj1S743I8mahccqTC/wP/5M1ee3K8PDq3R9kHPydvTq6pfco1QG7KB6kM+4AjZ\ngBHygcpgSAeAamaz2fTLv7do3440PfDUcEU0ObsTXm4yKzszTycz83TyeJ62rU3Wycw8FeQXq0FE\nPZmae+jdkHUaHnKlBh6/TKVFJo27Y6COl+Zrf0Gm9hUc19bcNH12ZIP2F2TK38vnd4N7y4Aw3Zfw\nmb7scb8a+4dU898CAAAAJHbSAaBalRab9NWsFbJZbRr30CDVDaxTYU25yawv96/X44fmaYKtt9pl\nNZDFbNXYiQPlH+D3hzV2u12Zvw7v+wuO//qfmRrZtKumRA++2C8LAAAAf4CddACowU5l5euzd39R\n247NdP2tvc9fwm7EbrfrzUNLNfPYKi0b8Li6hbZ26s/y8PBQk7r11aRufQ1q1L6yrQMAAMBFeAQb\n3AbPo4SRmpaPA7vT9f6rC9VvSKyGj+vj1IBeainX7Vs+1ILj27XlmmedHtBhrKZlAzUL+YAjZANG\nyAcqgzPpAFCF7Ha71i3ZrbVLdumOh69Vq+jGTtVlluZpxIb3dFlAQ63t/3f5e/u6uFMAAABUB3bS\nAaCKmMstWvD5WmVl5OjOR65T/bAgp+q25abppg3v6cHL+uvpmGHy8PBwcacAAABwBXbSAaCGKMgv\n1hfTliokLFATnxkhXz8fp+q+Td+iSTvn6MMud+umpl1c3CUAAACqGzvpcBvs/sBIdeYj43C2pr84\nXzGxLTTuoUFODeg2u01T9y7Q33bP04p+TzCguxDvHTBCPuAI2YAR8oHK4Ew6ALjQzk2p+vGrDbr5\n7n7q0KWVUzXFFpPu3DJbJ00F2jpwqhrWCXZxlwAAAKgp2EkHABewWqxaNj9BuxMO6c7J16lxszCn\n6o4Un9aIDdPUOaSF3u9yp/y8nLssHgAAADUfO+kAUMUsZqu2bzig1T/tVERkfU2aerMCgvwrrEsv\nztHryT/rm4ytejbmBk2JHswN4gAAAC5B7KTDbbD7AyOuzoe53KKNK/bqH3/7Wnu3p+nWB67R+L8O\nrXBATys6pQnbPlOn5c+pno+/Dlz3qh5tey0DehXivQNGyAccIRswQj5QGZxJB4BKMJdbtCV+v9Ys\nTlSTluG6Y9IgNWsdUWFdauEJvZr0s37MTNRDUQOUMuR1hfkFVkHHAAAAqMnYSQeAP6HcZNbmVfu1\ndskuNY+K0DU3dFaTluEV1iUXZOmVpB+15MQePRw1UJPbDFKIb90q6BgAAADVjZ10ALjITKXl2rhy\nn9Yv261WbRvr3sevd+qmcPvOHNfL+3/Uyuz9mtJmsGZ0vkPBPhXvqgMAAODSwk463Aa7PzBS2XyU\nlpi08ofteuPJr3TiWI7u/9sNuv0vgysc0Hflp2vUxhm6Zs0/1Kl+cx0a+oaebjeMAb0G4b0DRsgH\nHCEbMEI+UBmcSQcAA3a7XWt/2aX4xYm6/Mrmmvj0CIU3Dqmw7mTZGT24/QttzjmkJ9oO0Wfd71OA\nt18VdAwAAIDajJ10ADCwfOE27dueptsnDVaDiHpO1eSVF6t//BsaFNFeL7a/Sf7evi7uEgAAALUB\nO+kAUAnrl+1W4qZUPfj0jQqq59zN3YotJl2/7h31D4/RP64YzaPUAAAAcEHYSYfbYPcHRi40H9vX\nH9DaJbt13xPDnB7QTVazbtrwni4Paqy3YscwoNcSvHfACPmAI2QDRsgHKoMhHQD+y97tafpl3hbd\n9/j1qt8gyKkai82q2zbPUrCPvz7serc8PXh7BQAAwIVjJx0AfiN13zF9PWuF7nnsejV14rnnkmSz\n2zR+68c6aSrQoqsmy8/Lx8VdAgAAoDZiJx0ALsDRgyf19awVun3SYKcHdLvdrik7v9ah4lNa2vcx\nBnQAAABUCtdjwm2w+wMjFeUjKyNHX0xbolH39lfrtpFO/75T9y7Q+tMp+rnPFB6xVkvx3gEj5AOO\nkA0YIR+oDM6kA7jk5WSf0Sdv/awbxvZWTGwLp+veTP5F844laG3/v6uer3M3lwMAAACMsJMO4JJW\nkFes919dqH5DYtVzQHun62YfWqNXk3/Suv5/V9O6oS7sEAAAAO7CmXmWy90BXLKKi8o0+58/qXu/\ndhc0oH+bvkXP71+oZX0fY0AHAADARcWQDrfB7g+M/Hc+TKXl+uStnxUT20L9h3Vy+vdZnLVLk3d+\npV+u/qvaBDW6yF2iOvDeASPkA46QDRghH6gMhnQAlxxzuUWfT1uiyBYNNGRUD6fr1mQn6+6tH2tR\nn8m6IqSZCzsEAADApYqddACXFKvFqjkzlsvbx0u3PXiNPD2d+6xyW26ahq57R1/3fFDXRLRzcZcA\nAABwR+ykA8Bv2Gx2zfs4XlarVWMmDHB6QN9/5riGrf+XZne9mwEdAAAALsWQDrfB7g+MxMfHa8XC\nbco7Xajb/zJY3t5eTtWdNhVqyLp39M8rxujGJp1d3CWqA+8dMEI+4AjZgBHygcpgSAdwSTh1vEgJ\na5N0+6TB8vXzcarGZrfpji2zNaZZd93RsreLOwQAAAAY0uFG4uLiqrsF1FD5OUVK3pKj2x4cqKB6\ndZ2uey3pZxVayvRKx5td2B2qG+8dMEI+4AjZgBHygcrwru4GAMCVrBarvnp/ufoMvkKtL490um51\ndpKmH1yphIFT5ePJWyUAAACqBmfS4TbY/cEf+eW7rfKv6ycF5Dtdc6L0jG7f8qE+736fmtYNdWF3\nqAl474AR8gFHyAaMkA9UBkM6ALe1b0ea9iYc0ugJA+Th4eFUjdVm022bZ+m+Vn01uFEHF3cIAAAA\n/B7PSQfglnKyCzTjpfm6e8oQNb8swum6Z/fM16acQ1ra9zF5OfmINgAAAMAZzsyzLFoCcDvmcovm\nzlyuATd0vqABfUnWHn16ZL22D3qOAR0AAADVgn+Fwm2w+4Nzfv5mk+o3CNJVgzqe/1pF+cgoGzzh\n0gAAIABJREFUydHdCR/pq54PKKJOPRd3iJqE9w4YIR9whGzACPlAZTCkA3AriZsPKmVvhm65p5/T\ne+hmm0VjNr2vKW0Gq294Wxd3CAAAADjGTjoAt5GdmadZry3SfY8PU2SLBk7XPZ74jZIKs/Rjn0fk\n6cFnlwAAAHANdtIBXDLKTWbNnblc147sfkED+qLjO/TdsW3aPuh5BnQAAABUO/5FCrfB7s+lbeGX\n69W4WZi694v5w1//o3wcLsrW/ds+07e9JirML9DFHaKm4r0DRsgHHCEbMEI+UBkM6QBqvYR1yco4\nnK2b7urr9B56mdWsUZtm6pmYYeoRdpmLOwQAAACcw046gFotKyNHs//xox54argimoQ6XfeX7V/q\npKlA83o95PRgDwAAAFQGO+kA3FpZabnmTF+mYbf1vqAB/Zv0LVp6cq+2D3yOAR0AAAA1Cpe7w22w\n+3Npsdvt+v7TNWp9eaQ6946u8PvP5eNAQZYe3jlH83o9pHq+dV3cJWoD3jtghHzAEbIBI+QDlcGQ\nDqBW2rRyn06fyNfwcVc5XVNiMWnUppl6pcNIdarfwoXdAQAAAH8Ol7vDbcTFxVV3C6gCJzPztGx+\ngtIPndQDTw2Xj2/Fb2MWm1WHm3vq7iXP6LpGHXV/635V0ClqC947YIR8wBGyASPkA5XBkA6gVsg9\nVaAVC7cpeXe6+g2J1Zj7+8vXz8ewxma3aV5GgqbuW6jIOiH6qucD6t2gTRV1DAAAAFw4LneH22D3\nxz0V5Bdr4Zfr9N7z3yukQZCeeOM29Rsaazig2+12/ZSZqM7Ln9dbKUs1o/PtmqruDOj4Q7x3wAj5\ngCNkA0bIByqDM+kAaqSSojKtWZyorWuS1KVPWz322q0KDPavsG51dpKe2fO9Ci1lernDzRoe2Uke\nHh6KTzpVBV0DAAAAlcNz0gHUKKYys9Yv2631y/aoQ9dWumZ4F4WEBlZYtzXnsJ7Z+73Sik/rxfYj\nNKZZD3l5crEQAAAAag6ekw6g1jCXW7Qlfr9W/7RTUe2a6C//N0INGoVUWLcnP0PP7l2g7XlHNLXd\njbq71VXy8eStDQAAALVThf+SLS4u1qxZs3Ts2DFJ0sSJE+Xr66vZs2fLZDIpPDxckydPlr//2ctQ\nFyxYoNWrV8vT01Pjx4/XlVdeKUk6fPiwZsyYIbPZrE6dOmn8+PGSJLPZrOnTpystLU1BQUGaMmWK\nwsPDXfV64cbi4+Pd9k6aRQWlMpWVy2K2ymKxyWK2ymqxymKx/vo1q6znfu3Xr5WbzSoNtKpJdEP5\nBvio3GaRyWZR+a8/TNbf/Pz8160yWc0qt1kU6V9fN0TGKsTFzxK3Wm3avv6AVizarsjmYbrviWFq\n3CyswrrUwhN6ft8irczer6cuv17f9JqoOl6O99TdOR+oHLIBI+QDjpANGCEfqIwKh/RPP/1UnTp1\n0mOPPSar1SqTyaSXXnpJd955p2JiYrR69Wr98MMPGjNmjI4dO6aNGzfq7bffVm5url566SVNmzZN\nHh4emj17tiZOnKioqCi99tprSkxMVGxsrFatWqWgoCBNmzZNGzdu1Ny5czVlypSqeO1AjZeVkaMV\ni7Yrdd8x1Q3wk7e3l7x9vOTl7SlvH6+zx95e8jr/c0/ZfTy0wTdN33ntUmmhWR5H7fLz9FbdOnUU\nXNdfgf515OvpLT9Pb/n++sPP6zc///U/N+Uc0qSdc3R1g2iNbtZNwyM7XdSBvdxk1rZ1B7R2yS6F\nhgdp3EMD1SKqUYV1u/LT9UbyYi07sU+PRg/WB13uUqBPnYvWFwAAAFCdDIf0kpISJScna9KkSZIk\nLy8v1a1bV1lZWYqJiZEkdezYUa+++qrGjBmjhIQEXXXVVfL29lbDhg3VqFEjpaamKjw8XGVlZYqK\nipIk9e3bV1u3blVsbKy2bdum0aNHS5J69Oihjz/+2JWvF27MnT6tPDecH009ob5DrnTqcWPlVos+\nP7JBryb/pMsCGurrdhPVr+HlslisOpKSpf07jypp61FZLFbFXNlCMbEtdFlMpOHvW2Au1Y+ZiZqX\nkaCHd87V1Q2iNapZV90Y2flPD+zFRWXatHKvNq3cpxZREbrtwYFqERVhWGO327XudIpeT/pZu85k\n6NE2gzWry10K9qn4RnLnuFM+cHGRDRghH3CEbMAI+UBlGA7p2dnZCg4O1syZM3X06FG1atVKd999\nt5o1a6aEhAR169ZNmzdvVk5OjiQpLy9Pbdr85xFHYWFhys3Nlbe3t0JDQ89/PTQ0VLm5uZKk3Nxc\nhYWdvbT13IcARUVFCgys+EZRgLvJTD+tlYu26+jBk04P5yarWZ+krdPryYsVE9xYc3pM0FW/edSY\nt7eXoto1VVS7prphbG+dyspX0q6jWvtLor6etUKt2jZWTGxLXX5l8/+5QVuwj7/GteilcS16qcBc\nqp8yE/XvjAQ9vGOu+oa3vaCBPS+nUOuW7NaOjSlq37mVHnhquBpG1jessdlt+ilzl15P/lmnTUV6\n8vIhWnDVw/IzuKwdAAAAqM0Mh3Sr1aq0tDTdc889ioqK0meffaZFixZp4sSJ+vTTT/X999+ra9eu\n8vau2ps0/XbH49wzCDnm+LfPo6wJ/VzIcXTrDlq5aLtS96erVYcwPfmP2+Tr52NYX2op19+Wfayv\nS/aqR0Qb/bvXRJXuyZB573Eprs0f/nlr1qw5ezwkTv2GxGr50pU6dbxYaQcytfS7LfLykxo2DdSQ\nEX3VpGVDrV275nx9sI+/ItNMmqIr9MUN9+unzETN3PmLHkr4QnGNYjS6WTeFHS5RoKfv7/otzDOp\n5JSPkncdVUTLAPUc2lTXXW/893FV3z76Kn2zntv+nfw8vPVKtzG6qUkXrVu7VpvSN1xy+eDYtcfn\nvlZT+uG4Zh2f+1pN6YfjmnOcmJh4fkWzJvTDcc06Jh8cOzp2huEj2PLz8/XMM89oxowZkqTk5GQt\nXLhQTz311PnvyczM1PTp0/Xqq69q4cKFkqQRI0ZIkl555RWNHj1a4eHheuGFF/TOO+9IktavX6+k\npCTdf//9euWVVzRq1ChFR0fLarVqwoQJhpe88wg2OBIfH39B4a8JMo+e1ooftiv94En1G3qlesS1\nq/DMeYnFpA8OxeufB5aoe2grPdtuuLqEtqx0L1arTekHTypp11ElJR5Vfm6RGjYOUUSTUEU0qa+I\nyPqKaBKqkLBAeXh4nK87d4Z93rFtWnZiryL9Q9QuOFKRlnqyJpfKK92mG3p1Vf8BsfIP8DPsodhi\n0keH1+itlKWKDmykp2KG6pqG7X735/1ZtTEfqBpkA0bIBxwhGzBCPuBIpR/BFhISogYNGigzM1OR\nkZHavXu3mjZtqoKCAgUHB8tms2n+/PkaPHiwJKlr16569913NWzYMOXm5urEiROKioqSh4eH/P39\nlZqaqqioKK1bt05Dhgw5X7NmzRpFR0dr8+bN6tix40V6+bjU1KY3wvPD+aGT6jckVrdOGFDhcF5k\nLtP7h1brrZQl6tMgWouvflSx9ZtftJ68vDzVqm1jtWrbWENH91RJsUnZmbk6eTxPJ4/nKWVvhrKP\n56mszKyIyPpqGFn/7PDeJFRDIjvott49VW61aNn2RP2waasO2Y9JrX10omWRPiv+WI3i66l9cBO1\nC448/yMmuLGCfPyVYyrS9IMrNOPgKvULb6v5vSepa2iri/bapNqVD1QtsgEj5AOOkA0YIR+oDMMz\n6ZJ05MgRffDBB7JYLIqIiNBDDz2k+Ph4LV26VNLZm72NHTv2/PfPnz9fq1evlpeXl+6++27FxsZK\n+s8j2MrLy9WpUyfdc889ks4+gu29997TkSNHFBQUpEceeUQNGzZ02A9n0lFbnbuB28aV+84P5z3i\nYioczg8XZeur9M16L3Wl+je8XP/X7gZ1qNe0irr+X/89vJ/MzD0/vPvX9VVgcF3FDY1Vh66t5Onp\nKUmy2KxKKz6l/QWZv/uRXJClML9AFVlMGtmki564fIiigyq+wzsAAABQGzkzz1Y4pNc0DOlwpCZe\nVlRcVKYDu9OVlHhUqXsz1KBRiGJ7RqlHXDv5+P7xhSw2u00JuWladHynfshM1ClToW5s0kmPRg9W\nTHBkFb8C55UUm1R4pkQNG4c4fXm6zW7T0eIc1fX2VUSdei7trybmAzUD2YAR8gFHyAaMkA84UunL\n3QFcGLvdruysfCUlHlFS4lFlpefospgmioltoeFjr1JQyB/fBb3EYtLK7CT9cHynfsxKVJhvoG6M\n7KSPuo1X99BW8vTwrOJXcuHqBvipbgU75//N08NTrQLDXdQRAAAAUPtwJh2oJKvFqrSULCUlnr3h\nmsViVUxsC8Vc2UKXxTRxeMb8ZNkZ/ZS5Sz9k7tTq7GR1qd9SwyNjdUNkrKKCjJ8bDgAAAKD24Uw6\n4CJlpeVK2nlE+3+9jD0sop5iYlvq9r8MVuPmYQ4v904tPKHvj23XD5k7tb8gU9c26qDRzbrr0273\nKtQv8A9rAAAAAFw6GNLhNly9+2OxWJWyJ0M7N6XqwJ4MtYpupPadW+mGsb0VHBLgsO5E6Rl9k7FF\nX6VvVnpJjm5p2lUvtL9J/cLbyteL/wlWFXbD4AjZgBHyAUfIBoyQD1QGEwJgwGaz62jqCe3clKo9\n2w6rYWSIOvVsoxF3Xq2AwDoO6wrMpVpwfLvmHt2shNw0DY+M1csdbtaAhjHy9vSqwlcAAAAAoDZh\nJx34A1kZOUrclKrELQdVx99XsT3b6Moelyk0PNhhTbnVol9O7Nbco5u19ORexYW31djmPXVDZKzq\nel/YDdUAAAAAuB920oELkJdTqF2bD2rnplSVlpgU27ON7p4yRI2bhTmssdltWncqRV+lb9b3x7ar\nXXCkxrXoqfe73KkwdswBAAAAXCCGdLiNP7P7U1Js0p6EQ9q5KVUnj+WqQ9fWuvH2PmoZ3Vieno6f\n9b07P0Nzj27S1xlbVM/HX+Oa99L2Qc+pRUCDSr4KuAq7YXCEbMAI+YAjZANGyAcqgyEdlxxzuUVJ\nu44qcVOqDiZlKrp9U1197RVq27G5vH0c74sfLT6tr9O3aG76Jp0xl+q2Zj30U58puiKkWRV2DwAA\nAMCdsZMOp9jtdp08nqcGEfUMB9n/ZrKalVJ4Qu3rNZGnh6cLOzRms9l0ODlLOzelat+ONDVp0UCx\nvdqoQ5dW8q/reF88x1SkeRkJmpu+SfsLMnVL064a16KX+jRoU62vBwAAAEDtw046Ks1itmrn5lSt\nX7pbJcUmmU1mtb2iuTp0aa22VzSTr5/PH9adKD2jWYdW64PD8fLx9JLdbtfIpl11S9Ou6t0gqkoG\nXLvdrqz0HO3YlKpdm1MVGOyvTr2iNfjmrqpX3/G+eInFpB8zEzU3fbPWnDqg6xp10ONtr9N1jTrK\nz+uPXy8AAAAAXAwM6fhDRQWl2rx6vzav2qfGzcN0/a291KZ9UxUVlGrfjiPaEr9f8z6JV1S7JurY\npZUuj20h/7p+2pabpndTl+unzF0a06y7VvZ7Qu3qNVFSQabmZSRo4o4vlFterJFNumpUs2666iIO\n7Od2f3JPFSjx1xvAmU1mxfZqo/ueGKaIJqEOay02q1Zm79dXRzfrh8xEdQttpXEtempOjwkK9vG/\nKP2herEbBkfIBoyQDzhCNmCEfKAyGNLxOycz87R+2W7t2XpIHbq21n1PDlOj3wy3QfXqqmf/durZ\nv51Kisq0f+cRbd+SqpeXzNfuNqdV5G/WpOhr9O7QsQr9zd3NY4IjNbX9jZra/kYlF2Tpu2MJmrRj\njk6ZCjWyaZezA3tYG3l5/n5gt9nsMpvMKisrV1lJucpKzTKVlaustFymUrPKSs/9vFxph7OUtGGh\nsrPyFdOthfrd3ln1mgaryFqmZHO2tmamq8Bc+p8fljIVmEuVV16sFdn71bxumMY276nXrxilxv4h\nVfZ3DgAAAADnsJMO2e12Hdx/XOuX7taxI6fUc0B79RrQXoHBxmeQT5sKNfvwGs08uEot/RtohGdH\nhe330eF9mWrWKlwdurZWh86tFBRS9/yfU15mVlFhmYoLS1VcWKZ9ece1JH+vVpWnKM9eok4lkWp/\nOlyNTtaVqcSs8jKzvOp4yRpolzlQKg+wq8zfojI/q0r9LCr2Llehd7kKPct0RmUqlEnFdpOsdrvq\n+fgr2MdfwT51FOz9vz8/9+tB3nXUu0GUooMaVcVfNwAAAIBLFDvpMGQxW5W4OVXrlu6WzWbX1dde\nodsnDZaPr3EsdudnaFrqcn1/bLtuatJZP/aZotj6zc/+4gCp3GRWyp4M7dl2WEu/26KgkACZyswq\nLiyVh4eHAoPqKCDYX4FB/goIqqObgjrqjuDuyvEv0Tr7Ya1omKSTbQpU3zdAp81FKjCXKdQ3QOF+\nQed/NKwToii/IIX7BZ89/vXrYX6BqudTV36e3vLwcPwINQAAAACoiRjSL0GmMrPWL9utTSv3qVGz\nUA0d00vRHZpWONQuztqlfyYvUUrRCT102QClDHlN4XWC/+f7fP18zp5F79paFrNV2Zl58g/wU0BQ\nHYc3mjvnZvWWJB0pPq1Sa7nC/YIU6hvg1N56fHy82rH7AwfYDYMjZANGyAccIRswQj5QGQzpl5jC\nMyX69O3FCouop/ueGKZGTR3fTO23/pWyTO+mLterHUfqlqZd5ePpXHS8fbwU2aLBBffZMuDCawAA\nAACgtmMn/RJy+kS+Pn5rsbr0idY1w7s4fTn4v1KW6b3UFVod9zc1DwhzcZcAAAAA4J7YScd5GYez\n9fm7SzTopq7qEdfO6ToGdAAAAACoOhfnAdWo0Q7sTten7yzWzXf3desBPT4+vrpbQA1GPuAI2YAR\n8gFHyAaMkA9UBmfS3dyODSn6+dtNunPydWrZxvlHjL1bywZ0AAAAAHAH7KS7KbvdrjW/JGrTyn26\n57HrFRFZ3+nad1OW6d3UFYpnQAcAAACAi4ad9EuUzWbXT19v1KGk43ro/0aoXv1Ap2vPDeir455k\nQAcAAACAKsZOupuxmK36etYKZaaf1oN/v/GCBvRpKcvPD+gtauEj0Nj9gRHyAUfIBoyQDzhCNmCE\nfKAyOJPuRspKy/XFtKXyD/DTvY9dLx9f5//rnZayXP9KXV5rB3QAAAAAcAfspLuJgvxiffLWYrWM\nbqTh466Sp6fzF0kwoAMAAACA67GTfok4lZWvj9/6Wd37xaj/sE7y8PBwuva91BUM6AAAAABQQ7CT\nXsulHzqpD17/Qdfc2EUDbuh8wQP6OynL3GZAZ/cHRsgHHCEbMEI+4AjZgBHygcrgTHotlpR4VPM+\nXq1R9/ZXTGyLC6p1twEdAAAAANwBO+m1kNVq09pfErV+2R7dOfk6tYiKcLq2wFyqZ/fO14+ZuxjQ\nAQAAAKAKsZPuhk6fyNe3s1fL189bk567WfXDgpyqs9vtWnh8hybvnKvBjTooYeBUhfk5/3g2AAAA\nAIDrsZNeS9jtdm1auVczX1moTr3a6N7Hhzk9oKcX52jEhml6es/3mtNjgj7udo9bDujs/sAI+YAj\nZANGyAccIRswQj5QGZxJrwXyc4v03cfxKist18RnRii8UYhTdRabVdNSV+jVpJ80JXqQ/t3rIfl5\n+bi4WwAAAADAn8VOeg1mt9uVuClVP369UX0GdVS/6zvJy8u5ix8Scg9rwrbPFeYbqPe73KE2QY1c\n3C0AAAAAwAg76bVYcWGp5n++Tqey8nTv48PUpIVzN3grMJfqmT3f67tj2/TmlWM0tnnPC3osGwAA\nAACg+rCTXgPt33lE7zw7T6ENgvTwcyOdGtDtdru+y0hQuyXPqMxq1r5rX9a4Fr0uqQGd3R8YIR9w\nhGzACPmAI2QDRsgHKoMz6TVIWWm5fvxqow4nH9fYiQPVum2kU3VHik9r0o45Sis+pa97Pqirw6Nd\n3CkAAAAAwBXYSa8hDiUd17yP49WmfVMNu7WX/Px9K6wx2yz6V8pyvZG8WH+NvlaPt71Ovl587gIA\nAAAANRE76bXEsvkJSlibpJvv7qeY2BZO1aQX52j4hnfV0C9Ym6/5P0UFRbi4SwAAAACAq7GTXs22\nrUvW7q2HNOWlUU4P6CarWSM3Tteopt20tO9jDOi/YvcHRsgHHCEbMEI+4AjZgBHygcpgSK9GmUdP\na/G/N+uOhwcrIMjf6bpHdn6lFgEN9HTMsEvqxnAAAAAA4O7YSa8mJcUmvff897rulu66skeU03Wf\nH1mv15J+1taBUxXs4/xgDwAAAACoXuyk11A2m13ffrBS7Tq1uKABfVd+uh7f9a3i455iQAcAAAAA\nN8Tl7tVg1Y87VFZWrqGjezpdk19eopEbZ+jd2LFqX6+JC7urvdj9gRHyAUfIBoyQDzhCNmCEfKAy\nGNKr2IHd6dqyep/GPTRIXt5eTtXY7DbdtXW2hjTqqLEterm4QwAAAABAdWEnvQrlnirQjJcW6Pa/\nDFarto2drns96WctytypNXFP8Rx0AAAAAKil2EmvQczlFs2Zvkxx18de0IC+6uR+vZu6XAkDpzKg\nAwAAAICb43L3KrJoznqFRdRTn8FXOF1zrCRX47Z8qDk9Jqhp3VAXduce2P2BEfIBR8gGjJAPOEI2\nYIR8oDIY0qvA1jVJOnrwpG65J87p55qXWy0avWmmJrcZqGsi2rm2QQAAAABAjcBOuosdO3JKn7z1\nsx78+41qGFnf6brJO+bqSMlpLbzqYXl68FkKAAAAANR27KRXs+KiMs2Zvkwj7rz6ggb0r9M3a/GJ\n3do28DkGdAAAAAC4hDABuojNZtM3s1aqY9fWuqLbZU7X7TtzXJN3ztV3vf6iEN+6LuzQ/bD7AyPk\nA46QDRghH3CEbMAI+UBlMKS7yIpF22UxW3TdqB5O1xSYS3Xzxul688oxiq3f3IXdAQAAAABqInbS\nXSAp8agWfLFWDz83UkH1nDsbbrfbNWrTTIX5BuiDrne7tkEAAAAAQJVzZp7lTPpFlpNdoO8+idfY\niYOcHtAl6Z2UZTpafFrvdhrnwu4AAAAAADUZQ/pFZC63aM70pRpwQ2e1bNPI6bp1p1L0RvJizev9\nF9Xx8nFhh+6N3R8YIR9whGzACPmAI2QDRsgHKoMh/SL6+ZtNCm9cX70HdnC6JtdUpLGbZ+mz7veq\nZUADF3YHAAAAAKjp2Em/SFL2Zui7T9bo0ZdGyT/Az+m62zbNUsM6QVzmDgAAAABujuekV5HSYpO+\n+2SNbrmn3wUN6N+kb1Fifrp2DHredc0BAAAAAGoNLne/CH78aoNiYpsrukMzp2uOl+Rp8s65+rLH\n/fL39nVhd5cOdn9ghHzAEbIBI+QDjpANGCEfqAyG9EratyNNR1JPaOjoXk7X2O123ZPwsSZFXaOu\noa1c2B0AAAAAoDZhSK+EooJSLfh8nUbd119+dZy/K/vMg6uUby7V0zHDXNjdpScuLq66W0ANRj7g\nCNmAEfIBR8gGjJAPVAY76X+S3W7Xgi/WqVOvNmoV3djpugMFWXpu30JtGPC0vD29XNghAAAAAKC2\n4Uz6n5S4+aCyM/M0+OZuTtdYbFbdufUjPd/+RrUNdn6wh3PY/YER8gFHyAaMkA84QjZghHygMhjS\n/4QzeUX68asNGjNhgHx8nb8Y4dWkn1TPx18PRQ1wYXcAAAAAgNqqwuekFxcXa9asWTp27JgkaeLE\nifL09NTHH38sq9UqLy8v3XvvvYqKilJ5eblmzpypY8eOyWq1ql+/fhoxYoQk6fDhw5oxY4bMZrM6\ndeqk8ePHS5LMZrOmT5+utLQ0BQUFacqUKQoPD3fYT3U/J91ut+uTtxer+WURGjSiq9N123LTNHTd\nO9o56AU1qVvfhR0CAAAAAGoiZ+bZCs+kf/rpp+rUqZPeeecdvfnmm2ratKnmzJmjMWPG6B//+IdG\njx6tuXPnSpI2btwoSXrzzTf1xhtvaPny5Tp9+rQkafbs2Zo4caKmTZumEydOKDExUZK0atUqBQUF\nadq0abr++uvP/1411dY1SSouKNWAYZ2crim1lOuOLbP1bqexDOgAAAAAAIcMh/SSkhIlJydrwICz\nl2d7eXmpbt26CgkJUUlJiaSzZ9rr1z87eIaEhMhkMslms6msrEze3t7y9/dXXl6eysrKFBUVJUnq\n27evtm7dKknatm2b+vXrJ0nq0aOH9uzZ45pXehHkZBdoyXdbNXrCAHl5O3/Tt6f2zNOVIc10W/Oe\nLuwO7P7ACPmAI2QDRsgHHCEbMEI+UBmGC9XZ2dkKDg7WzJkzdfToUbVq1Urjx4/XuHHjNHXqVH35\n5Zey2+16+eWXJUmxsbFau3atJkyYIJPJpLvvvlsBAQE6ceKEQkNDz/++oaGhys3NlSTl5uYqLCxM\n0n8+BCgqKlJgYKCrXvOfYrPZNe/j1Yq7PlaNmoRWXPCrlSf36/tj27V78Isu7A4AAAAA4A4Mh3Sr\n1aq0tDTdc889ioqK0meffaYFCxYoNTVV48ePV/fu3bVp0ya9//77evbZZ7V27VqVl5frww8/VFFR\nkaZOnaqOHTte9Kbj4+PPP3vw3KdUrj72MtWX3W6XzS/P6T8/v7xEY9fN1GNBvRTqF1il/V6Kx3Fx\ncTWqH45r1vH/t3fvcVEV+P/H39wERBABAZEhFTWx1cQb3taSzNU1rVw1w2rDrBQrLbfw8nC9tG2t\n5nZRlC602vLYWtfNy0Mrfz1sNbP8GmaiBX7BUCEUFEQFRAaY3x+s85VkBg1lzuDr+U9zZs6c85l5\nvPMxH875nEM+WGaZZZZZvt7LlxilHpaNtXyJUeph2RjLV8PuheNKSko0f/58JSUlSZIyMzO1YcMG\nZWZmau3atZJqL6T26KOPau3atXr33XfVtWtXDR06VJK0evVqRUdHq1u3blq8eLFee+01SdKXX36p\njIwMPf7443rppZc0YcIEde3aVdXV1XriiSeUkpJis2BHXDiuIP+Mkv+8SU/98X4FBrdEoe8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+ "text": [
+ "<matplotlib.figure.Figure at 0x7f1c2c12d9d0>"
+ ]
+ }
+ ],
+ "prompt_number": 5
+ },
+ {
"cell_type": "heading",
"level": 1,
"metadata": {},
@@ -156,7 +183,7 @@
]
}
],
- "prompt_number": 5
+ "prompt_number": 6
},
{
"cell_type": "heading",
@@ -185,7 +212,7 @@
]
}
],
- "prompt_number": 6
+ "prompt_number": 7
},
{
"cell_type": "heading",
@@ -214,7 +241,7 @@
]
}
],
- "prompt_number": 7
+ "prompt_number": 8
},
{
"cell_type": "heading",
@@ -243,7 +270,7 @@
]
}
],
- "prompt_number": 8
+ "prompt_number": 9
},
{
"cell_type": "heading",
@@ -272,7 +299,7 @@
]
}
],
- "prompt_number": 9
+ "prompt_number": 10
},
{
"cell_type": "heading",
@@ -301,7 +328,7 @@
]
}
],
- "prompt_number": 10
+ "prompt_number": 11
},
{
"cell_type": "heading",
@@ -330,7 +357,7 @@
]
}
],
- "prompt_number": 11
+ "prompt_number": 12
},
{
"cell_type": "heading",
@@ -375,7 +402,7 @@
]
}
],
- "prompt_number": 12
+ "prompt_number": 13
},
{
"cell_type": "markdown",
@@ -408,7 +435,7 @@
]
}
],
- "prompt_number": 13
+ "prompt_number": 14
},
{
"cell_type": "heading",
@@ -440,7 +467,7 @@
]
}
],
- "prompt_number": 14
+ "prompt_number": 15
},
{
"cell_type": "heading",
@@ -470,7 +497,7 @@
]
}
],
- "prompt_number": 15
+ "prompt_number": 16
},
{
"cell_type": "markdown",
@@ -499,7 +526,7 @@
]
}
],
- "prompt_number": 16
+ "prompt_number": 17
},
{
"cell_type": "heading",
@@ -535,7 +562,7 @@
]
}
],
- "prompt_number": 17
+ "prompt_number": 18
}
],
"metadata": {}