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@riow1983
Created July 23, 2017 07:46
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{
"cells": [
{
"cell_type": "code",
"execution_count": 195,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"from jinja2 import Environment, FileSystemLoader\n"
]
},
{
"cell_type": "code",
"execution_count": 196,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"from io import BytesIO\n",
"import base64"
]
},
{
"cell_type": "code",
"execution_count": 197,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import numpy as np"
]
},
{
"cell_type": "code",
"execution_count": 198,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"def getfig(number_of_glyph):\n",
" # choose the directory which contains template html file\n",
" env = Environment(loader=FileSystemLoader('templates'))\n",
" template = env.get_template('template_m.html')\n",
" \n",
" # the directory structure should be like this:\n",
" # ./\n",
" # make_report_multiple.ipynb\n",
" # /templates\n",
" # template_m.html\n",
" \n",
" xlist = []\n",
" ylist = []\n",
" plots = []\n",
" image = []\n",
" figdata_png = []\n",
" \n",
" for i in range(number_of_glyph):\n",
" # initialize figfile which will storage base64 files\n",
" figfile = BytesIO()\n",
" \n",
" # get a dataset\n",
" x = [1,2,3,4,5]\n",
" y = np.random.randint(1,100,5)\n",
" xlist.append(x)\n",
" ylist.append(y)\n",
" \n",
" # make a plot\n",
" plt.figure()\n",
" plt.plot(xlist[i], ylist[i])\n",
" plt.title(\"test glyph {0}\".format(i+1))\n",
" plt.savefig(figfile, format='png')\n",
" \n",
" # storage a string which will be written in a markdown field\n",
" pl = \"![img{0}]\".format(i)\n",
" print('pl is:', pl)\n",
" plots.append(pl)\n",
" \n",
" # storage a string which will be combined with a base64's cypher text\n",
" img = \"[img{0}]:data:image/png;base64,\".format(i)\n",
" print('img is:', img)\n",
" image.append(img)\n",
" \n",
" # storage a base64's cypher text which will be combined with \"img\"\n",
" fp = base64.b64encode(figfile.getvalue()).decode('utf8')\n",
" figdata_png.append(fp)\n",
" \n",
" # show matplotlib's plot in a notebook and close plt\n",
" plt.show()\n",
" plt.close()\n",
" \n",
" # make a list which storage \"img\"s combined with base64's cypher texts\n",
" ziplist = [zi+zf for zi,zf in zip(image,figdata_png)]\n",
" \n",
" print('xlist is:', xlist)\n",
" print('ylist is:', ylist)\n",
" print('plots is:', plots)\n",
" print('image is:', image)\n",
" #print('figdata_png is:', figdata_png)\n",
" #print('ziplist is:', ziplist)\n",
" \n",
" # using jinja2's method named render, make a new html image with {{ }} fulfilled\n",
" output = template.render(plots=plots, ziplist=ziplist)\n",
" \n",
" # write the html image onto a new html file\n",
" with open(\"my_new_report.html\", \"w\") as f:\n",
" f.write(output)"
]
},
{
"cell_type": "code",
"execution_count": 199,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img0]\n",
"img is: [img0]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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HhndJw1Ghy3+prHI8PGMlN//zG/p0SGTqTUPok5rodayQc+9FvQkz496py2nM054S2lTo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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10c146ba8>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img1]\n",
"img is: [img1]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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8ONSrahuObtczNTFwZp7xqbP0/pnJ3fJXk4JeRFrknKNk636Klm/hpY27ALjw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\nEZEo9/8BXLpdLpXIx/AAAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10d718438>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img2]\n",
"img is: [img2]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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Gqp1H2Lz/uNNxjA/ZsPcYn67dy20XtaZJbKTTcUwAs0KvQ9f3aeEZ2GWrdPNv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\nYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10bf5cb38>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img3]\n",
"img is: [img3]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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Xrt7K0ImzqWHGE8N7cOzhDWJUtUjVxLShm9mlwK3AXuBrYBjQEXgAyAaKgCHu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\nrkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10fa873c8>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img4]\n",
"img is: [img4]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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2xgOyxpgx9n83AMnNHcjbHbdPtpV9pIy5tyYwqGuY1ZGUGxvdM4JuESHMS8vW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\nykNoQVdKKQ+hBV0ppTyEFnSllPIQ/w8h0+oOpRyrSwAAAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10c8adeb8>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img5]\n",
"img is: [img5]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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+Opyxw1KZdW9/BrRP4KWv1zPw+XTe/2E7RcUlPDktiy37T/DSyO7E1QtzOq6p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\nYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10bd3e208>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img6]\n",
"img is: [img6]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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fb+ZoXiF/Te5GAz/PabVcSqC/L08Pu5x/3d2HwuJSxry3gr9+s80rTkby+kC/umMUEaEN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\n1wAAAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10bb39b70>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img7]\n",
"img is: [img7]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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Uyw+eW87a8v1OR2pWq36zRORuEflcRIpEZKaIRIlItogsEZGlIrJARBK9HTaY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\ngW2n+fBOQFUbxmkrluvUWK5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"text/plain": [
"<matplotlib.figure.Figure at 0x10bab63c8>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img8]\n",
"img is: [img8]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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ZuVZRoIskMDNjwfQcNgSr2Ly32uty2lXTIq4rL8xgYLoWcbWGAl0kwd0+OYsu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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10ec1e828>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img9]\n",
"img is: [img9]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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DQER4bOkkDp84x1t7rf5ImcfL+FGpzJ840ulQYkJCnIu75+bx7v466prsAT5j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\nRXEAAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10d8216d8>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img10]\n",
"img is: [img10]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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cE6B2VtTwo6cL6J4cx4O5wX1ZvzdC+09nQtqEHBcHaht4dZkNjppva7qsP5+q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\nAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10ebee6a0>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img11]\n",
"img is: [img11]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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xhf2DjiMiYfo7Wars2QWbWbptL3dfPJDEVs2DjiMiYSp0qZKdnxfwu1mrOa1P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\nDh37AAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10cada710>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img12]\n",
"img is: [img12]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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/qQSmCpu2aGbXATcA/Zxzcf5t3YHngQggExjhnNt/ZpFDz/fb9vPs3A0s3pRF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\ngg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10cd932e8>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img13]\n",
"img is: [img13]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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QpcRNgS4i0o55U4rIzUxPqm8zUqCLiLQjPyeTeVOKWL5uG4cbmoIuJy4KdBGR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\nIhToIiIpQoEuIpIiFOgiIini/wNRLvADsqTtSgAAAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10ba99e80>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img14]\n",
"img is: [img14]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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e2lZKd48eHFXe4b/fEBUUNuwsp7Pb+Fzu+WAU5GdTXt/KliM6+YXyDm3oymcZ4xyimJWZ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\nAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x11068f978>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img15]\n",
"img is: [img15]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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SNop7xi7iaEq61yUFhc8WbuXtWevp37EBN54Xvpf154cCXSSEVCpbihF949i4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\niEiYUKCLiISJ/wffuiyTFQXIdAAAAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x11068d940>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img16]\n",
"img is: [img16]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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mfWs0157ZiYffXc8dLy7lUGmF12WFrddX7eBwWaUacUmzUqC3IHHRkfxp0hDu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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x11068fb00>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img17]\n",
"img is: [img17]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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DC4DpYZmwAeo8FxE5VbMC3czSgEeAu4KL+gMlzrmVwdtPAuNCP17D1HkuInKq\n5h6hPww85pzbG7zdGdhdvdI5VwHU+3p7M5tsZoVmVlhcXHxaw1ZT57mIyBc1GehmdhnQ0Tn3Qq3F\ne4CcWtukABX13d85N9M5N9w5Nzw7OzSVtuo8FxH5oua0WF0FZJvZvODtAuAeIMPMCpxzRcBNBM6j\nh506z0VE6tdkoDvn7qh928wWOucmmdnZwBNmVgXsB24O04ynqO48nzFhsDrPRURqaXHPrHNubPDP\nlcDIUA/UFHWei4jUL6ZejaPOcxGRhsVUoKvzXESkYTET6GUVlTy37FN1nouINCBmAn3Oip0cPHpc\nneciIg2IiUCv7jw/S53nIiINiolAf2dDMZuKS7lttDrPRUQaEhOBPmvJVnLapXDlEHWei4g0JOqv\n/auqcgzoksHY/tnqPBcRaUTUB3pCgjF13JlejyEiEvV0yCsi4hMKdBERn1Cgi4j4hAJdRMQnFOgi\nIj6hQBcR8QkFuoiITyjQRUR8wpxzkXsws2JgWyvvngXsC+E4oaK5WkZztYzmahm/ztXHOdfkmyhH\nNNBPh5kVOueGez1HXZqrZTRXy2iulon3uXTKRUTEJxToIiI+EUuBPtPrARqguVpGc7WM5mqZuJ4r\nZs6hi4hI42LpCF1ERBqhQBcR8YmoCnQzu87M/m5m2xtY/wMzW2ZmK83sJ1E228I6HyMiNNfXzWyp\nmb0bnK9tnfWe7LNmzOXV/vqZmb1nZh+a2SwzS66z3qv91dRcnuyvWo8/zcwW1rPcs5/JJubybH+Z\n2VNm9n6txx5fZ3349plzLmo+gIsIXIC/u551o4GlQHLwYzEwPBpmC65f6sH+6gQUAmnB2w8DP/B6\nnzU1l4f7Kwt4gJPPHT0HXB8F+6vRubzaX7UeezgwC1hYZ7nXP5P1zhUF++stILWBdWHdZ1F1hO6c\nW+Sca+jVVFcBs51zFc65CgL/kBOiYTYzSwI6BI9E3zGzGWaWGIGZDgAXOOeOBhclAUdrbeLJPmtq\nLg/31z7n3FTnnDOzDKA9UFRrE6/2V6NzebW/go+dBjwC3FXPas9+Jhuby8v9FdQB+HPwsf9Q57fT\nsO6zqAr0JnQGdte6vQvI8WiWujKAhcBkYCzQDfhWJB7YOXfMzFLN7DEgjcA3SDXP9lkTc3m2vwDM\n7BlgC/A2sK7WKk+/xxqZy8v99TDwmHNubz3rvNxfjc3l6fcXgd9OpznnxgDFwLRa68K6z2Ip0Pdw\n6l+8a3Du9i80AAABfUlEQVSZ55xznzvnbg/+WQXMASJ1TrgnMBd4zTn3XefciVqrPdtnjc3l5f4K\nPv43gT7A+cDNtVZ5+j3W0Fxe7S8zuwzo6Jx7oYFNPNlfTc0VBd9fk51znwZvPl/nscO6z2Ip0F8E\nJplZm+CvTzcD8z2eCQAz62pmU8zMgosuB1ZE4HFTgaeAyc65BfVs4sk+a2ouD/fX2WZ2M4BzrgxY\nT+DX42pe7a9G5/JqfxE4PZBtZvPMbB5QYGZP11rv1c9ko3N5uL8ws7TgKZ7qJ7WvqPPYYd1nSaH6\nQuESfAb7/zjnCs1sPrAMqASec84VRsNsBP6HzQBWmNkRYCWReWXYV4BBwF9Pfu/yFnAJ3u6zRufC\nu/31CXC7md1B4Jz+DuD+KPgea3QuPNpfzrk7at82s4XOuUle76+m5sK77y+cc0fNbB+wzMwOAjuB\n70Rqn+mVoiIiPhFLp1xERKQRCnQREZ9QoIuI+IQCXUTEJxToIiI+oUAXEfEJBbqIiE/8f/pZ8vXf\nkYxNAAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10e40d080>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img18]\n",
"img is: [img18]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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hq55WTil7cqlCv6JfhzpMGxDB/sTL9Pwkhv2JOtZoL+v2n+X7XWd46s4GVA3x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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10be31a58>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img19]\n",
"img is: [img19]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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fE/FW2tDdoHatYOZOiKNhRChTFiSTkaVBXq4s25bGmLmbqFMrmGUzEgJy+rGu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\nJloAAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10f8fe128>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img20]\n",
"img is: [img20]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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rRWSJiPRySUIvNDPDzsETdSzffdTqKF7J4TA8vGgbIYF+PKrt/aoDwQF+5GTY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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10cdb79b0>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img21]\n",
"img is: [img21]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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5o8nPgK5eL5iSFs15uZp6d6ZpuIhkoYEFeVx3dvqv1SvopVmHjtTzy2XVnHdi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\nAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10be59198>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img22]\n",
"img is: [img22]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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HHVhkHNGxVROGd2nFgtydNrAriKgq97+xhs83H+DRa/oxoltrpyOZWqzQjWPG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\nbMKzN2UQE2UvYk3wqPO3VVU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"text/plain": [
"<matplotlib.figure.Figure at 0x10d06c908>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img23]\n",
"img is: [img23]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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8jZmUKnaav58b3q0tkwZ05NWV+7ltUBzx7fxvXFRVWZqexXOLd3DwxAXG9I7m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\nmv2ZVtEAAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10bb10390>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img24]\n",
"img is: [img24]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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RlyMiAijQx+yG+S3EK0xXjopIwVCgj9HUump+77xmfrJuixp2iUhBUKCPQ2sqyc7OHp5W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\nRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x1106858d0>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img25]\n",
"img is: [img25]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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SknKC5YpIU+iWHM+00d154/MtLN242+ty5DjVO9Cdcz8BugIjgL5A6uF1ZhYN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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x111897668>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img26]\n",
"img is: [img26]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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G86BFb83oHsnce0Eab6/K4dONB2zHUUq56VhJBW+u2MXl/VLolhxtO85JtOgt+uUlPRjY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\nys9p0SullJ/ToldKKT+nRa+UUn7u/wMfcXtmVTr/4gAAAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10a39f940>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img27]\n",
"img is: [img27]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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VDX/6Yge9E6K4Tj91+hW/Lujztxxi55GT/HxSTwID9HAuT2gfEcIlfTvy8cZc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\nHMAYsxuIFJH+7ofdRO08ulJ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"text/plain": [
"<matplotlib.figure.Figure at 0x11066d588>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img28]\n",
"img is: [img28]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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RFOhBsLeimnFPLWbnvkqeGT+U/p1TvC5JQkBcTBSDslOP3jnpnGNb+WF/P7yv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\n1OlqmEutAAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10bad99e8>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img29]\n",
"img is: [img29]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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LiYtyvYuUq/LzbKwpOcNb+ypZNlXr37hb0JRA8DUdnYZdp2svj/aPVjmmeLJTY1mQm8bC\n3FSmjhisdwwqr6lramPGv28g327jX5ZN9Oq+OzsdU0YZg6P501dneXXf/kxLIPi4UOfJ2rzMJP7P\nrbmcOtd4eV7/hW3H+fXWYyTFRDB3bAoLc9OYnT2EOJ3iUR60do+ji9QKNxYw6ytHobMMHl9/mNPn\nmvSTrZvpiN4H1be0sfVQtXOKp5q65jbCQ4VZWcksGOe4Zl8r/il3W/LzbQC88Z3Zluy/oq6ZG/7v\nJh6aN4ZHF4+1JAZ/oyN6PxYfFc4dk4dzx+ThtHd0svNULRsPOq7Z//Frn/Dj1z5hbFrc5Ru1ptgS\ndYpHDci+8jr2n6nnJ3dOsCyGYQnRzMlOYfXOMh5emKPvaTfSRO/jwkJDmJmVzMysZP7htlxO1DQ6\nC7Cd5dl3j/PLLcdIjolg3jhHLZ7Z2SnEROqvVfVPQVEpkW7sIuWqFXk2vvnHXWw7Us3csamWxhJI\nNCP4mVFDYvjK7Cy+MjuLuqY2thyuYuOBKt7ZX8lLO8uICA1h1uhkFjpH++mJ0VaHrHxcc6uji9St\nbuwi5aoFuY5CZ6uLyzTRu5Emej+WMCicO6ekc+eUdNo6Oik+WeuoxXOwih+u3c8P1+5n3NC4ywXY\nJmckur2uuPJ/XV2kVuRZf4d6ZFgod03N4A/bT3K+sZUkLXTmFnoyNkAdq754ucb+zlO1dHQahsRG\ncvf0dL5/yzitKaIuW/Hsh476Nt+b6xPvi4OV9dzy1DZ+ePt4HrxJC51di56MDXKjU2IZnRLLyjmj\nudDUypZD1by25wzPbj2OfWQSi8anWR2i8gEnahr56ISji5QvJHmAcUPjmZyRQGFxKV++UQuduYMW\nXAkCiYMiWDY1nWfvm86oITE8/s4hOjut/ySnrFdYXEpoiHisi5SrltttHKxs4OPyOqtDCQia6INI\nWGgI312YzcHKBt7cV2F1OMpiXV2k5o1N8VgXKVctnTKcyLAQCopKrQ4lIGiiDzK3TxpOTlosT6w/\nTHtHp9XhKAt1dZHyhZOwV4qPCue264bxaskZmls7rA7H72miDzKhIcKji3I4Xt3I2pIzVoejLFRQ\ndJrUuEjmjfXNfq35dhsNl9p5a79++hwoTfRB6HMThjJheDxPbTxMm47qg9LZ+hY2Hazi7ukZPtsb\nYVZWEiOTB1FYVGZ1KH7PN3/DyqNEhO8tHkvp+WZWF+sfUTB6aWcZnQavdZFyhYij0NmHx89x6lyj\n1eH4NU30QWru2BSmjUjkF5uO0NKmc6DBpLPTUFhcysxRSYzy8RaXd0/PIEQc/zEp12miD1IiwmOL\nx1JR18KqHaetDkd50UcnHF2k7p3hu6P5LsMSopmTk3K5j61yjSb6IHbD6GRmZSXxzOZjemVDECko\nOm1JFylXrbDbqKhr4d0j1VaH4rc00QexrlF9zcVL/P7Dk1aHo7ygrqmNN/dVsmxKut/0Zl2Qm0ZS\nTASri/Waeldpog9yeZlJ3JyTwq+3HqOhpc3qcJSHrd1TTqtFXaRcFREWwl1T01n/yVnOXbxkdTh+\nSRO94rHFOdQ2tfHb909aHYrysFU7SpkwPJ6J6QlWh9Iv+XYbbR2GNXrvh0s00SsmZSSyeHwaz287\nTl2TjuoD1b7yOj6pqOdePxrNdxk7NI7JtkQKi0rxhYq7/kYTvQLgkUU5NLS08/y241aHojxkVdFp\nIsNCWDrF2i5Srsq3Z3DobAN7y7TQWX9polcA5A6L5/ZJw/jN+yd0HjQANbd2sHb3GW67bhgJ0dZ2\nkXLVHZOHExUeQoGelO03TfTqsu8uzKGlrYNfbz1mdSjKzdbtq6DhUrtfnYS9Ulehs9e00Fm/aaJX\nl41JjeWuqRn8/sNTnK1vsToc5UarikrJTB7EzFFJVocyIF2FztZpme1+0USvPuPhBdl0dBr+e/NR\nq0NRbnK8+iI7TpwnP8/m992aZo5KIjN5EIU6fdMvmujVZ4xIHkR+no3/t+M0ZbVNVoej3KCwuMzR\nRWqab3WRcoWIsNxuY/vx81rorB800au/8ND8MYgIz2zSUb2/a7vcRSqVVB/rIuWqu6c5Cp1p5dW+\n00Sv/sKwhGi+MGMEq3eWcbJGR03+bPPBKmouXvLLa+evZmhCFDdrobN+0USvevTNeaMJDxWe3njE\n6lDUABQUlZIaF8lcH+0i5aoVeTYq61t497AWOusLTfSqR6lxUdx/QyZrSso5crbB6nCUCyrrWth8\nqIp7fLiLlKvmj0sjOSZCT8r2UWD99pVbfX3OaGIiwnhyw2GrQ1EueHmX73eRclVXobMNB7TQWV9o\noldXNTgmggdvGsWbH1eyr1xvO/cnnZ2GgqJSZmUlkenjXaRclZ/nKHT2yu5yq0PxeZro1TX9zU2j\nSIgO58n1Oqr3J9tPnOP0+SbuzRthdSgek5MWxxRbIoXFWuisNwNK9CIyQkTWiMgmEVkvIpNEZLKI\nbBWR7SLymogMdlewyvsSosNZOSeLjQer2H261upwVB8VFJUSFxXGLROHWh2KR+XbbRw+e5E9Wujs\nmgY6ov8V8HfGmPnAF4ByYBXwsDFmFrAO+MkA96Es9sANmSTHRPCEjur9Ql1TG+v2VXLXVP/pIuWq\nOyYPIzo8lIIiPSl7LS4nehEZCgwCVorINuCfgQyg1hhT4lztBWDJVV6/UkSKRaS4ulovkfJlMZFh\nfGPuaLYdqWH78XNWh6N6sabE0UUqEE/CXimuq9DZHi10di0DGdGPAKYCvzfGzAbOAz8FKrtWMMa0\nAmE9vdgY85wxxm6MsaekBNY1voHoi7NGkhoXyRPvHNb5UB9mjGFVUSkT0/2vi5Sr8u0ZXLzUzpsf\na6GzqxlIor8A7DXG7HU+LgA6gNSuFUQkEmgdwD6Uj4gKD+Wh+WPYcfI8247UWB2Ouop95fUcqKhn\nRRCM5rvM0EJnvRpIoj8KDBKR0c7HnwN2AbEiMtH53H045ulVAMjPs5GeGM3j7xzSUb2P8vcuUq7o\nKnT20YnzWrLjKlxO9MaYTuBB4HnnHP1M4D+BB5zPvQ8sBX7ohjiVD4gMC+XhBdnsKatjw4Eqq8NR\nV2hu7eDVkjMs8eMuUq66Z7qj0JmO6ns2oKtujDF7jTHzjTGzjTHLjTH1xpgSY8z1xpgbjTFLjTF6\nTV4A+fy0dDKTB/HE+sN0akEpn/Lmx44uUvkBVMCsr9Lio5g7NpWXd5XR3tFpdTg+R2+YUv0SFhrC\ndxfmcKCinnX7Knt/gfKaguLA6CLlqny7jbP1l3j3iF7FdyVN9Krf7pg8nOzUWJ5Yf0jLxPqIQOoi\n5ar541Idhc6KtE79lTTRq34LDREeXZTDsepG1pZonRFfUFBcGjBdpFwVERbC56c5Cp3VaKGzz9BE\nr1zyuQlDmTA8nqc2HKFN50Qt1dbRycs7y5k/LnC6SLkq326jvdOwRgudfYYmeuWSkBDhscU5nD7f\nxEs79aOylTY5u0gF07XzV5OdFsfUEYkUFGmhs+400SuXzRubytQRifxi4xEutevt51YpDNAuUq5a\nYbdxpOoiJaUXrA7FZ2iiVy4TER5bNJYzdS2s2qHXL1shkLtIuWrJJEehM72m/lP6zlADcuOYZGaO\nSuKZzUe1qJQFXtpZGrBdpFwVFxXOkknDeG1PBU2t7VaH4xM00asBEREeWzyW6oZL/GH7SavDCSqd\nnYbC4rKA7iLlqny7zVnoTO/1AE30yg1mjEpiTk4Kv9pyjIuXdATlLduPB34XKVflZQ5m1JAYnb5x\n0kSv3OKxRTnUNrXx2/dOWB1K0CgoLiU+CLpIucJR6CyDHSfOc0ILnWmiV+4x2ZbIovFpPLftOHVN\nbVaHE/AuNLWybl8ly4Kgi5Sr7pmWQWiI6KgeTfTKjR5dlENDSzvPbztudSgBb81uRxepFUFYwKyv\nUuOjmJuTwss7tdCZJnrlNrnD4lkyaRi/ff8E5/QWdI/p3kVqwvDg6CLlqvw8G1UNl9h6OLgLnWmi\nV271yMJsmts6ePZdHdV7ysfldRysbGCFnoTt1fxxqQyJjQj66RtN9MqtxqTGsWxqOi9+cJKq+har\nwwlIBUWlRIWHsHTycKtD8XnhoSF8floGGw9UUd0QvJ8yNdErt3t4QTYdnYb/3nzU6lACTlNrO6+W\nnOG2icHXRcpV+faMoC90poleud3I5BiW2238acdpymqbrA4noLz5cSUNl9r1JGw/jEmNY9qIRAqK\ng7fQmSZ65REPzR+DIDyzSUf17lRYVMqoITHMCNIuUq5akWfjaNVFdgdpoTNN9MojhidG84WZI1i9\ns4yTesOKWxyrvsiOk+fJtwdvFylXLZk0nEERoRQWBedJWU30ymO+OW804aHCzzcesTqUgFDo7CJ1\n9/R0q0PxO7GRYSy5bhiv7TkTlIXONNErj0mNi+L+6zN5paScI2cbrA7Hrzm6SJU5ukjFBXcXKVfl\n59lobO3gjb0VVofidZrolUd97ebRDAoP5akNOqofiI0Hqqi52Mq9ehLWZfaRg8kK0kJnmuiVRyXF\nRPA3N43ijY8r2H+mzupw/FZhsaOL1M052kXKVY5CZzaKTtZyvPqi1eF4lSZ65XF/MzuL+Kgwnlx/\n2OpQ/FJlXQtbDlWx3K5dpAbq7mnpzkJnwdXnWN81yuMSosP52s2j2XCgit2na60Ox+9oFyn3SY2P\nYt7YFF7eFVyFzjTRK6944IZMkmIieEJH9f3S2WkoKC7l+qxkRiZrFyl3yLfbqG64xJZDwVPoTBO9\n8oqYyDC+cfNoth2p4aPj56wOx29sP36O0vPN3DtDR/PuMm9cKkNiI4PqpKwmeuU1X5w1ktS4SB5/\n53DQ3oreX6uKHF2kPjdBu0i5S3hoCHdPS2fTweApdKaJXnlNdEQo354/hh0nz/Pe0Rqrw/F5F5pa\neWt/JXdpFym3W2630d5peGV3cJyU1USvvGpFno30xGh+pqP6XnV1kcrXa+fdbkxqLNNHDqagKDgK\nnWmiV14VGRbKdxaMYU/pBTYeqLI6HJ/V1UXquvQE7SLlISvsNo5VN7LrdOAXOtNEr7zu89MyyEwe\nxOPrD9PZGfijKVd82kVKR/OectukYUFT6MwtiV5EfiAiW5zfTxaRrSKyXUReE5HB7tiHChzhoSE8\nvDCbAxX1vLW/0upwfNKqri5SU7SLlKfERoZx+6RhvL73DI2XArvQ2YATvYjYgVHO7wVYBTxsjJkF\nrAN+MtB9qMCzdHI6Y1JjeWL9YTp0VP8Zl7tIXTeM+CjtIuVJ+XZnobOPA7vQ2YASvYhEA08C33c+\nlQPUGmNKnI9fAJYMZB8qMIWGCI8uyuFo1UVe3RO8Ld568ubHlVy81M4KvRPW46aPHExWSkzAT98M\ndET/U+BpY0zXWbVk4PJncWNMKxDW0wtFZKWIFItIcXV18Nyhpj51y4ShjB8Wz1MbjtAWRLej96ag\n6LR2kfISESHfbqP4VC3HArjQmcuJXkQ+Bww2xrzU7emzQGq3dSKB1p5eb4x5zhhjN8bYU1K0Il8w\nCgkRHlucw6lzTby8MziuZ+7NseqLFJ2sZUWedpHyls9fLnQWuKP6gYzobwdSRGSNiKwBJgI/AmJF\nZKJznftwzNMr1aP541KZYkvk5xuPcKm9w+pwLFdY5Ogi9flp2kXKW1Ljopg3NpWXd5YH7CdLlxO9\nMeYhY8xiY8wyY8wyYJ8x5kvAA8DzIvI+sBT4oXtCVYFIRPje4rGcqWth1Y7AHVH1RVtHJy/vKmOB\ndpHyuhV5NmouBm6hM7ddR2+Mmev8t8QYc70x5kZjzFJjjNalVdd045hkZoxK4pnNR2luDd5RfVcX\nKb123vvmjk0J6EJnesOUspyI8NiiHKobLvG/209ZHY5lCopOkxavXaSsEB4awt3THYXOqhparA7H\n7TTRK58wMyuZ2dlD+NXWY1wM8JtXelJR18zWw9XcM127SFkl326jo9Pwyq7Au9xX31HKZzy2eCzn\nG1v53fsnrA7F614qLtMuUhYbnRKLfeRgCooDr9CZJnrlM6bYElmYm8az7x6nrqnN6nC8pquL1A2j\ntYuU1fLzbByvbmRXgLW81ESvfMqji3JoaGnnhfeOWx2K13x4/Bxltc16EtYHLLluGDERoRQE2J2y\nmuiVTxnHX3hcAAAQoklEQVQ/PJ4lk4bxm/dOcL6xx3vtAs6qolISosO1i5QPiIkM4/ZJw3l9b0VA\nFTrTRK98ziMLs2lu6+DZrcesDsXjahtbeXtfJcumDNcuUj4iPy+DptYO3tgbOIXONNErnzMmNY5l\nU9J58cOTVNUH3qVu3a0pKae1o5MVeSOsDkU5TRsxmNEpMRQE0DX1muiVT3p4YTZtHYZfbgncUb0x\nhoKiUiZlJDB+eLzV4SinrkJnO0/VcrQqMAqdaaJXPmlkcgz59gz+9NFpyi80Wx2OR+wtc3SR0ksq\nfc/np2UQGiKsDpBRvSZ65bO+PT8bgGc2HbE4Es/QLlK+KyUukvnjUnl5V2AUOtNEr3xWemI0X5g5\ngsLiMk6da7Q6HLdqam3ntT3aRcqXrbA7Cp1tPuj/Tew10Suf9s25owkPFZ7eGFij+jf2VnDxUjv3\n6klYnzV3bAopcZEUFvt/rwRN9MqnpcZH8aXrM1mzu5yjVQ1Wh+M2BUWlZA2JIS9zsNWhqKsICw3h\n7mkZbD5U5fdXf2miVz7va3OyiA4P5ckNgTGqP1p1keJTteRrFymfl2/PoKPT8Ofd/l3oTBO98nnJ\nsZE8eNMo3thbwSdn6q0OZ8AKi0sJ0y5SfiErJZa8zMEUFvl3oTNN9MovfGV2FvFRYTyx/rDVoQxI\na3snf95VxnztIuU38u02jtc0svOU/xY600Sv/EJCdDgr52Sx4cBZSkovWB2OyzYdPEvNxVbunaHX\nzvuL2wKg0JkmeuU3HrhxFEkxETz+ziGrQ3FZQVEpafGRzMnWLlL+IiYyjDsmD+eNjyv8timOJnrl\nN2Ijw/jGzaPZdqSGHSfOWx1Ov5254OgitXy6TbtI+Znldpuz0NkZq0Nxib7blF/54qyRpMRF8rN3\nDvndybGXdmoXKX81bUQiY1Jj/Xb6RhO98ivREaF8e94Ydpw4z/tHz1kdTp91dhoKnV2kRiQPsjoc\n1U+OQmcZ7Dp9wS/v59BEr/zOvTNsDE+I8qtR/QfHtIuUv7tragZhIeKXd8pqold+JzIslO8syKak\n9AKb/KQOSUGxdpHyd12Fzv68q8zvCp1pold+6e7pGYxMHsTj7xyms9O3R/VdXaTumpquXaT83Io8\nGzUXW/1mgNFFE73yS+GhIXx3YTafVNTz1v5Kq8O5pld2d3WR0mkbf3dzTgqpcZF+V6deE73yW0sn\npzMmNZYn1x+mw0dH9d27SOUO0y5S/i4sNIS7p2ew+VC1XxU600Sv/FZoiPDIwhyOVF3ktT2+eX3z\nnrI6Dp1t0NF8AMm32+joNLy8y38KnWmiV37t1olDyR0Wz1MbDvvkCbICZxepOyZrF6lAMWpIDDMy\nk1hd7D+FzjTRK78WEiI8tiiHk+ea+PMu37rsrfFSO6+WlLPkuuHaRSrA5Oc5Cp0V+0mhM030yu8t\nyE1lsi2Rn288yqX2DqvDueyNjytobO3QAmYB6LbrhhIbGeY3d8pqold+T0T43uIcyi80+9QfXmFR\nKVkpMdhHahepQDMoIow7Jg/jjb0VNLS0WR1OrzTRq4Bw05ghzBiVxDObjtLSZv2o/mhVA8Wnallh\n1y5SgWq53UZzWwdv7K2wOpReaaJXAUHEMVdf1XCJ/91+yupwKCwuc3aRyrA6FOUhU22JZKfGUuAH\n19QPKNGLSL6IfCgi20SkUEQGichkEdkqIttF5DUR0c+tyitmZiUzO3sIv9xyjEYL64a3tnfy8s4y\nFuSmkhIXaVkcyrMchc5s7D59gSNnfbvQmcuJXkSSgL8D5htjZgOngK8Cq4CHjTGzgHXAT9wRqFJ9\n8eiiHM43tvK7D05aFsPGA2c519iq184HgbumpTsLnfn2qN7lRG+MOQ/cZIxpdj4VBrQAtcaYEudz\nLwBLenq9iKwUkWIRKa6urnY1DKU+Y+qIwSzMTeXZrceoa7bmJFlBcSlD46O0i1QQGBIbycLcNP68\nq9wn7+PoMqCpG2NMi4hEicjTQDSwD6jstrwVx38APb32OWOM3RhjT0nRPwjlPo8syqG+pZ3/2Xbc\n6/u+3EXKnqFdpIJEfl4G5xpb2XjAdwudDXSOPgN4BXjLGPN1HEk+tdvySKB1QBEq1U8Thiew5Lph\n/M97Jzjf6N2330s7yzAGlk/XaZtgMSc7hbR43y50NpA5+ijgd8BKY8w6AGPMMSBWRCY6V7sPxzy9\nUl71yKJsmts6eHbrMa/ts7PTUcDsxjHaRSqYhIWGcPe0DDYfquKsjxY6G8iIfiGQC/xBRLY4v34I\nPAA8LyLvA0uBHw48TKX6Z0xqHHdOSefFD09S1eCdP773j9VQfqFZe8IGoXy7jU4DL/tYGY4uAzkZ\n+7oxJt0YM7fb10+MMSXGmOuNMTcaY5YaY/yjGIQKOA8vyKatw/DLzd4Z1RcUaRepYJU5JIYZo5JY\nXVzmk4XO9GyRCliZQ2JYPj2DP310mjMXmnt/wQDUNrbyzv6z2kUqiK2w2zhR00jRSd8b22qiVwHt\noQXZAPxi01GP7ke7SKlbfbjQmSZ6FdDSE6P5qxk2VheXcupco0f20dVFarJ2kQpqjkJnw3nzY98r\ndKaJXgW8b80bQ2iI8PTGIx7ZflcXqXwdzQe9fHsGzW0dvO5jhc400auAlxofxf03ZLJmdzlHqy66\nffsFRaeJDg9lqXaRCnpTbInkpMX63PSNJnoVFL42J4uo8FCe2nDYrdt1dJE6w5JJw4jTLlJBr6vQ\nWUnpBQ77UKEzTfQqKCTHRvLgjaN4fW8FByrq3bbdri5SehJWdblrajrhoUKhD43qNdGroPHV2VnE\nRYXxxHr3jeoLtIuUukKys9DZK7vLaW33jUJnmuhV0EgYFM7K2Vms/+Qse0ovDHh7R6sa2KldpFQP\n8u02zjW2sungWatDATTRqyDz5ZtGMXhQOI+7YVRfUFSqXaRUj+bkpDA0PorCYt8oiaCJXgWV2Mgw\nvjF3NO8erqbo5HmXt9Pa3snLu8q1i5TqUWiIcPf0dLYcqqKyzvpCZ5roVdC5b1YmKXGR/OztQy7X\nJdl44CznG1u5N2+Em6NTgWL5dN8pdKaJXgWd6IhQvjV3NB+dOM8Hx865tI1VRc4uUjnaNEf1LHNI\nDDNHJbG6uNTyQmea6FVQ+quZIxieEMXP3un/qP7MhWbePeLoIhUaoidh1dWtyLNx8lwTH51wfZrQ\nHTTRq6AUGRbKQwuy2X36ApsP9a8FnKMULVp3XvXq1onDiIsMs7x5uCZ6FbTumZ7BiKRBPP7OYTo7\n+zaq7+w0FBY7ukjZkrSLlLq26IhQ7pjiKHRWb2GhM030KmiFh4bw3YXZ7D9Tz9v7K3t/AZ92kVqh\nJ2FVH+XbbbS0dfL6HusKnWmiV0HtzinpjE6J4Yn1h+now6h+VVEpiYPCWTw+zQvRqUAwOSOBsWlx\nFFg4faOJXgW10BDhkUU5HKm6yOt7z1xz3fONrazff5ZlU7SLlOo7ESE/z8ae0gscqrSm0JkmehX0\nbps4jHFD43hy/WHaO65em0S7SClXXS50ZtGoXhO9CnohIcJji8dy8lwTf95V3uM6ji5Sp7WLlHJJ\nUkwEi8ZbV+hME71SwMLcVCZnJPD0xiNcau/4i+WO+uIX9SSsctlyu43zja1sPOD9Qmea6JXCMY/6\n2OKxlF9o7rGOeEFRKdHhodwxeZgF0alAMCe7q9CZ96dvNNEr5TQ7ewgzMpP4xaajtLR9OqpvvNTO\na3u0i5QamNAQ4Z7pGWw9XO31Qmea6JVycozqc6hquMT/bj91+fk39jq6SN2rJ2HVAC23Z1hS6EwT\nvVLdzMxK5qYxQ/jVlmM0XmoHYFXRabJSYpiuXaTUAI1MjmFWVhKFxaV9vhvbHTTRK3WFRxfncK6x\nld99cJIjZxvYdfoC9+ZpFynlHivybJzycqEzTfRKXWHaiMEsGJfKs1uP8cK2E9pFSrnVLRMchc5W\ne/GkrCZ6pXrwyKIc6lvaKSguZWFuGkNitYuUco/oiFCWThnOm/u8V+hME71SPZiYnsBt1w0FYMUM\nPQmr3Kur0Nlre65ddsNdNNErdRU/uH08f3/LOOZkaxcp5V6TMhIYNzSux3s2PEETvVJXMSwhmm/M\nHa1dpJTbiQj5dht7yuo4WFnv8f1poldKKQssm5rOnJwU2to9f5llmCc2KiL5wPeAUGCLMeYxT+xH\nKaX8VVJMBL9/cIZX9uX2Eb2IjAT+BVgE2IEMEbnb3ftRSinVN56YurkFeNkYU2eMMcCzwDIP7Ecp\npVQfeCLRJwPdG3BWAKlXriQiK0WkWESKq6urPRCGUkop8EyiP8tnE/tQ53OfYYx5zhhjN8bYU1L0\n8jWllPIUTyT6N4G7RCTO+fhBYK0H9qOUUqoP3H7VjTGmQkT+HXhXRFqBbcaYl929H6WUUn3jkcsr\njTF/BP7oiW0rpZTqH71hSimlApw4roC0OAiRauBUryv2bAhQ48Zw3EXj6h+Nq380rv7x1bhgYLGN\nNMb0ejWLTyT6gRCRYmOM3eo4rqRx9Y/G1T8aV//4alzgndh06kYppQKcJnqllApwgZDon7M6gKvQ\nuPpH4+ofjat/fDUu8EJsfj9Hr5RS6toCYUSvlFLqGjTRK6VUgPObRC8i94hIoYicvsry74jIDhEp\nEZHv+VBcW6748kqnARHJF5EPRWSbM75BVyy36nj1FpdVx+vvROQDEdktIr8RkYgrllt1vHqLy5Lj\n1W3/PxCRLT08b8nx6kNclh0vEfmdiGzvtu+lVyz33DEzxvjFF3AzjhsLKntYdiPwIRDh/HoPsFsd\nl3P5hxYcqySgGIh2Pv4p8B2rj1dvcVl4vIYA/8an56xWAct94HhdMy6rjle3fduB3+DoItf9ecv+\nHq8Vlw8cr01A1FWWefSY+c2I3hiz1RhztbvHbgd+a4xpNca04vgl32l1XCISBiQ6R67visi/iEio\nF2I6D9xkjGl2PhUGNHdbxZLj1VtcFh6vGmPMPxpjjIjEAvHAvm6rWHW8rhmXVcfLue9o4Eng+z0s\ntuzv8VpxWXm8nBKBXzv3/cwVn2Y9esz8JtH3ok/NTiwQC2wBVgJzgWHAV7yxY2NMi4hEicjTQDSO\nN04Xy45XL3FZdrwAROSPwAlgM3Cw2yJL31/XiMvK4/VT4GljTFUPy6w8XteKy9L3F45Psz8wxswB\nqoEfdFvm0WMWKIm+T81OvM0Yc8EY8w3nv53AnwFvzTlnAK8Abxljvm6M6ei22LLjda24rDxezv3/\nNTASmAXc322Rpe+vq8Vl1fESkc8Bg40xL11lFUuOV29x+cD7a6UxptT5cPUV+/boMQuURL8W+JKI\nhDs/it0PvGpxTIjIUBH5BxER51O3ALu8sN8o4HfASmPMuh5WseR49RaXhcdriojcD2CMaQIO4/iY\n3cWq43XNuKw6XjimGVJEZI2IrAEmisjvuy236u/xmnFZeLwQkWjnVFHXyfRbr9i3R4+ZR+rRe4vz\nrPq9xphiEXkV2AG0A6uMMcVWx4Xjf+RYYJeIXARK8M4deguBXOAPn76n2QTMx9rjdc24sO54HQK+\nISIP4ThnUAb8qw+8v64ZFxYdL2PMQ90fi8gWY8yXrD5evcWFde8vjDHNIlID7BCROqAc+Jq3jpne\nGauUUgEuUKZulFJKXYUmeqWUCnCa6JVSKsBpoldKqQCniV4ppQKcJnqllApwmuiVUirA/X+mKs62\nLc6fGwAAAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10f725240>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img30]\n",
"img is: [img30]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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jzM8vZmBKZy4b3CvoUkREPkWB3kDvb9vHB9v3M3uSLgAtIpFJgd5AufnFJCfG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\ngg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10c7dae48>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img31]\n",
"img is: [img31]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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9NlYHy7VRxr4i/rJ0O9/tP0ZCTGcWXD+SkTbr5jtpoZ/Cuxn72Zlfyj9njyDQ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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10f8faa58>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img32]\n",
"img is: [img32]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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iKtB37DvIjU/6uOf5FRT068zrd53OBcN7ej2WyHFrrAo4++Ru3DtnBQ++tRrn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\nnFCgi4jEif8HK8BimwCbRlQAAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10e424cf8>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img33]\n",
"img is: [img33]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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jfzGPGW9/qLNhmlBaBnrobXJLGalhqEiz6hzVhumSm823poTaMGu2qg3TFNIy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\ngg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x110d4bf28>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img34]\n",
"img is: [img34]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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nMi03jZU2V3rUCLoPXUReBg4D/wKkAo3n9qlqN+C9wOueEpFqEaluaWm5xLiX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\nG2NMlLCCbowxUeL/A08x1NDSlRzFAAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10e424978>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img35]\n",
"img is: [img35]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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KZezNyObl77bTN6ou9/ZqZjuOugARYVJ0FKnp2fyw5YjtOKoELXTlEgoKi3hyfiL+vsIb\nt3XQwVsubnC7BkSEVmNaTLKO5XUhWujKJcxansKGfad46ZZ2NKyhg7dcna+PMGFgFNsPZ7FsxzHb\ncZSDFrqyrnjw1m5u7tiIYZ0a246jymhYp0aE1aqiq3QXooWurMrJL+TxLxKpExzAS8Pa2o6jysHf\n14dHBkSycd8p4lOO246j0EJXlr3+w06Sj53hjVs7UrOqzgxxN7d1DaNeSCDTYpJtR1FooSuL4pIz\nmBu3hzG9wunfMtR2HHUZgvx9Gds/gtUpx9mwT98FyTYtdGVF5rl8nlqQRERoNZ65oY3tOOoK3NWj\nKbWq+jN9ma7SbdNCV1a88O1Wjp3O5a1RnagSoDNB3FnVAD8e6NOcX3Yc07e0s0wLXVW67zcd5uuN\nB5k8KIqOTWrajqMqwL29mxES6MeMmBTbUbyaFrqqVMeycvjjos10DKvBxGgdvOUpalTxZ3SvcJZs\nOazvT2qRFrqqNMYYnl64iZz8QqberoO3PM2DfZsT6OfDzFhdpduizyhVaT5Zu4/lu9J59sY2RIbq\n4C1PUyc4kLu6h7Mo8aC+2bQlWuiqUuzJyOZ/v99OvxZ1Gd0z3HYc5SRj+0fgK8Ks5bpKt0ELXTld\nQWERT3yRSICfD2/c2hERHbzlqRrUCGJk1zAWJBzgaFaO7TheRwtdOd2M2BQS95/i5Vva0aBGkO04\nysnGD4ik0BjeX5FqO4rX0UJXTrX5QCZ//2U3Qzs24uaOjWzHUZWgaZ2qDO3YiE/X7uNEdp7tOF5F\nC105TfHgrY3UDQ7kpWHtbMdRlWjCwEhyCgr5IG6P7SheRQtdOc1fl+4gJT2bN2/rSI2q/rbjqErU\non4Ig9s2YN7qvWTl5NuO4zW00JVTrNqdwbzVe7mvdzP6tqhrO46yYGJ0FKdzCvg4Ps12FK+hha4q\nXObZ4sFbkaHVeOaG1rbjKEvaNa7BwFah/GPVHs7mFdiO4xW00FWF+9O3W8g4k8tbt3ciyF8Hb3mz\nSdFRnMjO47N1+21H8Qpa6KpCLU46xDeJh3j0mhZ0CNPBW96uW7Pa9Ghem9krUsgtKLQdx+NpoasK\ncyQzh+cWbaFTk5pMGBhpO45yEZMHteBoVi5frj9oO4rH00JXFcIYw5QvN5FXUMTUUR3x08FbyqFP\nVB06NqnJzOXJFBQW2Y7j0fRZpyrEJ2vSWLErnWeHtCFCB2+pEkSESdFR7D9xjm+TDtmO49G00NUV\nS0k/wytLtjOgZSj39GhqO45yQde0rkfrBiHMiE2hqMjYjuOxtNDVFckvLOLJLxIJ8vfl9Vs76OAt\nVSofH2FCdBTJx87wr61HbMfxWFro6opMj0km6UAmr9zSnvrVdfCWurAh7RvSvG41psUkY4yu0p1B\nC11dtqT9p3h3WTK3dGrEkA4NbcdRLs7XRxg/MJKth7KI3ZVuO45H0kJXl+VcXiFPzE+kXkggL+rg\nLVVGwzs3pnHNKkxbpqt0Z9BCV5flr0u3k/rb4K0qOnhLlY2/rw+PDIhgfdpJ1qSesB3H45Sp0EWk\nqYgsEpFlIvKTiHQQkY4islxE1ojIYhGp5eywyjWs2JXOh/FpPNCnOX2idPCWKp9R3ZpQNziQ6THJ\ntqN4nLKu0GcCU4wxg4C7gIPA58BjxpiewFLgL86JqFzJqbN5PL0wiah6wUwZ3Mp2HOWGgvx9ebhf\nc1YlZ5C4/5TtOB7lkoUuIg2AqsBYEVkJvAiEASeNMYmOm80BhjgtpXIZz3+zleNn8nhbB2+pK3B3\nz3BqVPFn2jJdpVeksqzQmwKdgY+MMf2AE8AbwL9fTGqMyQP8SruziIwVkQQRSUhP1//ZdmffJB5k\ncdIhHr+2Be0a17AdR7mx4EA/HujTnJ+3H2X74SzbcTxGWQr9FLDJGLPJcfkLoBCo99sNRCQQKPXN\nA40xs40x3Ywx3UJDQ680r7LkcOY5nl+0hc5NazJugA7eUlfuvt7NCA7003PpFagshZ4MVBWR357F\n1wMbgGAR+e31aqMpPo+uPFBRkWHKwk3kFxreGtVJB2+pClGjqj/39Azn+82HSU0/YzuOR7jkM9MY\nUwQ8ALzvOIfeA3gNuM9xXRwwFPiTE3Mqiz5ek8bK3Rk8d1MbmtWtZjuO8iAP9m1OgK8PM2NTbEfx\nCKWe9z6f43TLoPOuTgR6VXgi5VKSj53hf5dsJ7pVKHd118FbqmKFhgRyZ/emfLImjceubUFYraq2\nI7k1/dlZXVB+YRFPzk+kaoAvr43UwVvKOcb2j0AEZq9ItR3F7Wmhqwt6d1kymw5k8r/D21NPB28p\nJ2lUswoju4Tx+a/7OXY6x3Yct6aFrkqVuP8U02OSGdG5MTe018FbyrnGDYikoLCIOSv32I7i1rTQ\n1X85m1fAE18k0qB6EC8Ma2s7jvICzepW4+aOjfhkTRons0t9BbQqAy109V9eXbKDPRnZvHFbB6oH\n6eAtVTkmDIzibF4hH6zeazuK29JCV/9h+a50Pl6TxkN9m9M7UgdvqcrTqkEI111Vn3lxezidk287\njlvSQlf/djI7j6cXJNGyfjBPXa+Dt1TlmzQoiqycAj5Zs892FLekha4AMMbw3DdbOHk2j6mjdPCW\nsqNDWE36twxlzspUzuUV2o7jdrTQFQDfJh3i+02Hefzaljp4S1k1KTqK49l5fP6rrtLLSwtdcejU\nOZ5btIWu4bV08Jayrnvz2nRvVpvZK1LJKyiyHcetaKF7uaIiw9MLkygsMkwd1RFfH/1tUGXfxEFR\nHM7M4asNB2xHcSta6F7uw/i9xCUf5/mbriK8jg7eUq6hf4u6tG9cg5nLUygo1FV6WWmhe7HkY6f5\n69IdXNO6Hndc3cR2HKX+TUSYNCiKtONn+X7zYdtx3IYWupfKLyziiS+SqBbox6sj2+vgLeVyftem\nPi3rBzNtWTJFRcZ2HLeghe6l3v1lN5sPOgZvhejgLeV6fHyEidFR7D52hh+3HbUdxy1ooXuhDftO\nMi0mmZFdwhjcroHtOEpd0JD2DQmvU5XpMckYo6v0S9FC9zJn8wp48otEGtaowp+HXmU7jlIX5efr\nw/gBkWw+mMmK3Rm247g8LXQv88r320k7cZa/jeqog7eUWxjRJYyGNYKYvkzfTPpStNC9SMzOY3y6\ndh8P9W1Oz4g6tuMoVSYBfj480j+CdXtPsDb1uO04Lk0L3UuczM5jysJNtKofwu+v08Fbyr3c0b0p\ndYMDmBajq/SL0UL3AsYY/rhoM6fO5vHW7Tp4S7mfIH9fHuwbwcrdGSTtP2U7jsvSQvcCixIPsmTz\nEZ78XSuualTddhylLss9PZtSPciP6bpKvyAtdA938NQ5/rRoK1c3q8XY/hG24yh12UKC/LmvT3N+\n3HaUnUdO247jkrTQPVhRkeGp+UkUGcPfbuukg7eU27u/dzOqBfgyI1ZX6aXRQvdgH6zeS3zqcf50\n81U0rVPVdhylrlitagHc0zOcxUmH2JuRbTuOy9FC91C7jp7mtR92cG2beozqpoO3lOd4sF9z/Hx9\nmBmbYjuKy9FC90B5BUU88UUiIYF+vDqigw7eUh6lXkgQd1zdhK82HuDQqXO247gULXQPY4zhr0t3\nsPVQFq+OaE9oSKDtSEpVuEcGRGIMzF6RajuKS9FC9yB5BUU8tWATc+P2MKZXONe11cFbyjM1rlmF\n4Z0b89m6faSfzrUdx2VooXuIzHP5jJm7ji83HOCJa1vywtC2tiMp5VTjB0aSX1jEP1btsR3FZWih\ne4D9J85y68zVJKSdYOqojjx2bQs9b648XkRoMEM6NOLj+L2cOptnO45L0EJ3c0n7TzF8xmqOZuXw\n0QM9GNElzHYkpSrNxOhIsvMKmbd6r+0oLkEL3Y39uPUIt8+OJ8jfh68m9KZXpE5QVN6ldYPqXNum\nPh/E7eVMboHtONZpobupuav28Mgn62nVoDpfT+hDVL0Q25GUsmLSoCgyz+Xz6Zo021Gs00J3M4VF\nhhe+3cpfvtvGdVfV5/OHe+pLE5VX69SkJn2j6vL+yj3k5BfajmOVFrobOZtXwCMfr2fe6r082Lc5\nM+7uSpUAHYWr1KRBUWScyWV+wn7bUawqV6GLyPMiEuv4vKOILBeRNSKyWERqOSWhAuDY6RzumL2G\nZTuO8uLQtjx/01U6bEsphx7Na9MtvBazYlPIKyiyHceaMhe6iHQDmjs+F+Bz4DFjTE9gKfAXpyRU\n7Dp6muHTV7P76Blmj+7GmN7NbEdSyqWICBMHRXEoM4dFGw/ajmNNmQpdRKoAbwHPOK5qCZw0xiQ6\nLs8BhlR8PLU6OYORM1eTV1jE/Ed6ce1V9W1HUsolDWwZSrvG1Zm5PIXCImM7jhVlXaG/AbxjjDnm\nuFwHOPLbRmNMHuBX2h1FZKyIJIhIQnp6+hWF9TYL1x/g3rnraFgjiK8n9KZ9WA3bkZRyWSLCxIFR\n7MnI5vvNh23HseKShS4i1wO1jDELS1x9FKhX4jaBQKm/qmWMmW2M6WaM6RYaGnqleb2CMYapP+3i\nqQVJ9Iyow8LxvQmrpfPMlbqU69s2IKpeMNOXJVPkhav0sqzQbwJCRWSRiCwC2gF/BoJFpJ3jNqMp\nPo+urlBuQSG/n5/E33/ZzW1dw/jg/qupHuRvO5ZSbsHHR5gYHcnOo6f5eftR23EqXamnSUoyxkwu\neVlEYo0x94pIJ+B9ESkCjgNjnJTRa2SezWfsxwms3XOCp65rycToKJ3JolQ53dyhEW/9tJvpMcn8\n7qr6XvUcKvfr0I0xAx1/Jhpjehlj+hhjhhpjTlZ4Oi+y/8RZRsyMY+O+U7x9eycmDdIBW0pdDj9f\nH8YNiCTpQCarkjNsx6lU+otFLmDjvpMMnxFHxpk8PnqwO7d0bmw7klJubWTXxjSoHsS0Zd71ZtJa\n6Jb9sOUwd8xeQ9UAP76a0JueETpgS6krFejny8P9I1i75wQJe0/YjlNptNAtMcYwZ2Uq4z/dQJuG\n1flqQm8iQ4Ntx1LKY9zZvQm1qwUwLcZ7Vula6BYUFBbx52+38vL32xnctgGfj+1J3WAdsKVURaoa\n4MeDfZsTuzOdzQcybcepFFrolSw7t3jA1kfxaYztH8H0u7oQ5K8DtpRyhtG9wgkJ8mO6l6zStdAr\n0dGsHEa9F0/MzmO8NKwtz97YBh8dsKWU01QP8ue+3s34YesRdh89bTuO02mhV5IdR7IYPj2OPRnZ\nzBnTjdG9mtmOpJRXuL9Pc6r4+zIjNsV2FKfTQq8Eq3ZncNvMeAqKDPMf6cWg1jpgS6nKUrtaAHf3\naMq3SYfYd/ys7ThOpYXuZPN/3c99H6yjca0qLJrYh3aNdcCWUpXt4f4R+PoIM5d79ipdC91JjDG8\n+a+dTPlyE70i67BgXC8a1axiO5ZSXql+9SBGdQtj4fr9HM48ZzuO02ihO0FuQSGPf5HItJhk7ri6\nCXPvu5oQHbCllFWP9I+kyMDsFam2oziNFnoFO5mdx+g56/gm8RBPX9+KV0e0x99XD7NStjWpXZVb\nOjXms3X7yDiTazuOU2jTVKC049mMnLmaxP2n+PudnXVaolIuZkJ0JLkFRcxdtcd2FKfQQq8g69NO\nMnzGak6czePTh3swtGMj25GUUueJDA3mxnYN+Sg+jcyz+bbjVDgt9AqwZPNh7np/DSFBfnw1vjdX\nN6ttO5JS6gImRkdxJreAD+P32o5S4bTQr4AxhveWpzDh0w20bVSdr8b3JkIHbCnl0q5qVJ1rWtdj\nbtwesnMLbMepUFrol6mgsIjnFm3h1aU7GNK+If98uCd1dMCWUm5h4qAoTp3N559r99mOUqG00C/D\nmdwCHv4ogU/X7mPcgEjevbOzDthSyo10aVqL3pF1mL0ylZz8QttxKowWejkdycxh1Kx4VuzO4JXh\n7XjmhtY6YEspNzQpOor007ksWH/AdpQKo4VeDtsPZ3HL9DjSjhcP2Lq7R7jtSEqpy9Qrsg6dm9Zk\nVmwK+YVFtuNUCC30Mlq+K53bZsUDsGBcb6Jb1bOcSCl1JUSEyYOiOHjqHIs2HrQdp0JooZfBZ+v2\n8cC8XwmrVYWvJ/bmqkbVbUdSSlWA6Fb1uKphdWbGplBYZGzHuWJa6BdRVGR47Ycd/OGrzfSNqsuC\ncb1oWEM/th7BAAALYElEQVQHbCnlKUSEidFRpGZks3TLYdtxrpgW+gXk5Bfy6OcbmRmbwp3dm/KP\nMd10wJZSHmhwuwZEhFZjekwKxrj3Kl0LvRQnsvO4Z85avtt0mGduaM3/Dm+Hnw7YUsoj+foIEwZG\nsf1wFst2HLMd54poS51nT0Y2I2bEselgJtPu6sy4AZE6YEspDzesUyPCalXh3WXJbr1K10IvIWHv\nCUbMiCPzXD6fPdyDmzrogC2lvIG/rw/jBkSSuP8Uq1OO245z2bTQHRYnHeKuOWupWTWAryf0oWu4\nDthSypvc2jWMeiGBTFuWbDvKZfP6QjfGMDM2hcmfbaRD4xp8Nb43zepWsx1LKVXJgvx9Gds/gvjU\n46xPO2k7zmXx6kLPLyzi2a8389oPO7i5YyM+eagHtaoF2I6llLLkrh5NqVXVn+kx7rlK99pCP52T\nz4MfJvDZuv1MGBjJO7d30gFbSnm5qgF+PNCnOct2HGPLwUzbccrNKwv9cOY5bpsVT1xyBn8d0Z4p\ng3XAllKq2L29mxES6MeMWPdbpXtdoW89lMkt0+M4cPIcc++7mju6N7UdSSnlQmpU8efe3uEs3XKE\n5GOnbccpF68q9Jidxxg1Kx4fERaM68WAlqG2IymlXNADfZoT5OfLjNgU21HKxWsK/ZM1aTz0YQLh\ndaqxaGIf2jTUAVtKqdLVCQ7kzu5N+SbxEPtPnLUdp8w8vtCLigyvLtnOc4u20L9FXeaP60X96kG2\nYymlXNzY/hH4ijBrufus0stU6CIySkTiRWSliMwXkaoi0lFElovIGhFZLCK1nB22vHLyC5n82Ube\nW5HK3T2a8v693QgO9LMdSynlBhrUCGJk1zAWJBzgaFaO7ThlcslCF5HawBRgkDGmH5AGPAx8Djxm\njOkJLAX+4syg5XX8TC53vb+G7zcf5tkbW/PyLTpgSylVPuMHRFJoDLNXpNqOUiaXbDhjzAmgrzHm\nnOMqPyAHOGmMSXRcNwcY4pyI5ZeafobhM1az9VAWM+7uwtj+OmBLKVV+TetUZVjHRvxz7T5OZOfZ\njnNJZVqyGmNyRCRIRN4BqgBbgCMltudRXPT/RUTGikiCiCSkp6dXROaLWrfnBCNmruZMbgGfje3J\nje0bOn2fSinPNSE6kpyCQuau2mM7yiWV9Rx6GPA18IMxZhzFZV6vxPZAoNR/vowxs40x3Ywx3UJD\nnfsywW8SD3LPnLXUrhrA1xN606Wpy53WV0q5mah6IQxu24AP4/eSlZNvO85FleUcehAwDxhrjFkK\nYIxJAYJFpJ3jZqMpPo9uhTGG6THJPPZ5Ip2a1OSrCb0Jr6MDtpRSFWNidBSncwr4OD7NdpSLKstL\nPq4F2gAflzgPvQy4D3hfRIqA48AYZwS8lPzCIp77egtfJOxnWKdGvH5rBwL9dCaLUqritGtcg4Gt\nQvnHqj3c36cZVQNc89Vyl0xljPkOaHyBzb0qNk75ZOXkM/HTDazcncHkQVE8+buW+p+fSimnmDwo\nipEz4/nn2n081C/CdpxSue3r+A6eOsdtM+OJTznO6yM78PvrWmmZK6Wcpmt4bXpG1Ob9lankFhTa\njlMqtyz0LQczGT49jkOnzjHv/u6MurqJ7UhKKS8wKboFR7NyWbj+gO0opXK7Qv9l+1FGvRePn4+w\ncHxv+raoazuSUspL9ImqQ8cmNZm1PIWCwiLbcf6LWxX6x/F7efijBCJCiwdstWoQYjuSUsqLiAiT\noqPYf+Ic3yYdsh3nv7hFoRcVGV7+bhvPf7OV6Fb1+GJsL+rpgC2llAXXtK5H6wYhTI9JpqjI2I7z\nH1y+0PMKipjw6QbmrNrDvb3CmX1vN6rpgC2llCU+PsLE6ChS0rP5YeuRS9+hErl8ofv7CrWDA3hu\nSBteHNoWX32rOKWUZTe2b0hE3WpMj0nGGNdZpbt8oYsIr9zSjof6RejLEpVSLsHXRxg3MJKth7KI\n3en8GVVl5fKFDmiRK6VczvDOjWlcswrTXGiV7haFrpRSrsbf14dHBkSwPu0ka1JP2I4DaKErpdRl\nG9WtCXWDA5kWs9t2FEALXSmlLluQvy9j+zcnLvk4G/edtB1HC10ppa7E3T3CqVnVn+kxybajaKEr\npdSVqBbox/29m/Pz9mNsP5xlNYsWulJKXaH7ejcjONDP+ipdC10ppa5Qjar+3NMznO83HyYl/Yy1\nHFroSilVAR7q15xAPx9mxqZYy6CFrpRSFaBucCB3XN2URRsPcuDkWSsZtNCVUqqCPDIgAhF4b3mq\nlf1roSulVAVpWKMKI7uE8UXCfo5l5VT6/rXQlVKqAo0bEElBYRFzVu2p9H1roSulVAVqVrcaN3ds\nxCdr0jiZnVep+9ZCV0qpCjYxOoqzeYV8EFe5q3QtdKWUqmAt64dwfdv6zFu9l9M5+ZW2Xy10pZRy\ngknRLcjKKeDjNWmVtk8tdKWUcoL2YTXo3zKUf6zcw7m8wkrZpxa6Uko5yaToKI5n5/H5r/sqZX9a\n6Eop5STdm9eme7PavLc8ldwC56/StdCVUsqJJl8TRc+I2mTnOr/Q/Zy+B6WU8mL9WoTSr0VopexL\nV+hKKeUhtNCVUspDaKErpZSH0EJXSikPoYWulFIeQgtdKaU8hBa6Ukp5CC10pZTyEGKMqbydiaQD\nlzt6rC6QUYFxKormKh/NVT6aq3w8NVe4MeaSv51UqYV+JUQkwRjTzXaO82mu8tFc5aO5ysfbc+kp\nF6WU8hBa6Eop5SHcqdBn2w5wAZqrfDRX+Wiu8vHqXG5zDl0ppdTFudMKXSml1EVooSullIdwqUIX\nkVtFZL6IlPoGfCLyqIisE5FEEXnKxbLFnvfRvZJyjRKReBFZ6chX9bztVo5ZGXLZOl5TRGS1iGwU\nkbkiEnDedlvH61K5rByvEvt/XkRiS7ne2nPyErmsHS8RmScia0rse+h52513zIwxLvMBDKD4BfhH\nStnWB4gHAhwfq4BurpDNsT3ewvGqDSQAVRyX3wAetX3MLpXL4vGqC7zC///f0efAbS5wvC6ay9bx\nKrHvbsBcIPa8620/J0vN5QLHaxkQdIFtTj1mLrVCN8YsN8Zc6LepbgI+MMbkGWPyKP6LHOYK2UTE\nD6jpWImuEJGXRMS3EjKdAPoaY845rvIDzpW4iZVjdqlcFo9XhjHmj8YYIyLBQHVgS4mb2DpeF81l\n63g59l0FeAt4ppTN1p6TF8tl83g51ARmOfY97byfTp16zFyq0C+hDnCkxOXDQD1LWc4XDMQCY4GB\nQEPgocrYsTEmR0SCROQdoArF3yC/sXbMLpHL2vECEJFPgT1ADLCjxCar32MXyWXzeL0BvGOMOVbK\nNpvH62K5rH5/UfzT6fPGmP5AOvB8iW1OPWbuVOhH+c8vvIHjOuuMMaeMMeMdfxYBXwGVdU44DPga\n+MEYM84YU/Ktxa0ds4vlsnm8HPu/GwgHegJjSmyy+j12oVy2jpeIXA/UMsYsvMBNrByvS+Vyge+v\nscaY/Y6LC87bt1OPmTsV+jfAvSLi7/jxaQzwreVMAIhIAxF5VkTEcdVgYEMl7DcImAeMNcYsLeUm\nVo7ZpXJZPF6dRGQMgDHmLLCL4h+Pf2PreF00l63jRfHpgVARWSQii4B2IvJRie22npMXzWXxeCEi\nVRyneH77T+0bztu3U4+ZX0U9kLM4/gf7DmNMgoh8C6wDCoDPjTEJrpCN4n9hg4ENInIGSKRyfjPs\nWqAN8PH/f++yDBiE3WN20VzYO147gfEiMpnic/oHgJdd4HvsormwdLyMMZNLXhaRWGPMvbaP16Vy\nYe/7C2PMORHJANaJSCZwEHikso6Z/qaoUkp5CHc65aKUUuoitNCVUspDaKErpZSH0EJXSikPoYWu\nlFIeQgtdKaU8hBa6Ukp5iP8DFWti/UPCTAYAAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10d0cdba8>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img36]\n",
"img is: [img36]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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GSlwUf/3yVObkZvLrd7bz/aUbadVpjWEr5AM9OtLGTZOyePezAxysb7K6HOVlhSUuBvWN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\nAAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10e42b748>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img37]\n",
"img is: [img37]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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YgqJS7n07hylfruLwti3524+P4qT+HSu/o4jIPqoyht4CeBr4sbuvAXD35WaW\nYGbp7r4QGANMi2rSGPTu4o3c+tpCNhYU8eNjevCrU/vTOl4nHonIoalKe5wCDACmVBjL/YDwmS5P\nmlkI2AKMi0bAWJRXUMxtby7irfkb6N8pkccuG8bQ1MOCjiUiDVxVJkX/CRx+gNWjajdObHN3Xpq1\nlrveWkJhSTnXf7cf40/oTfM4vROgiNScnt/XkVVbdnHT1AV8vnwLR/doxx9+MJA+HROCjiUiMUSF\nHmVl5SH++ukK7n93Kc2aNuHOc9O55OhUXatcRGqdCj2KFq7bzo2vzGfR+h1894hO3HFOOilJula5\niESHCj0KCkvK+fN7S5n86QoOa9Wcv1w6jDPSU/QCIRGJKhV6Lft82WZuenUBq7bs5qKMbtx85gCS\nWula5SISfSr0WrJtdwl/+NcSXsxaS4/2rXj+ihGM7t0h6Fgi0oio0GvI3XlrwQZue2MR+btLmXBC\nb35xSl9dq1xE6pwKvQY2bC/k1tcW8t6STaQf3oanf3w06YcnBR1LRBopFfohCIWc575axT1v51AW\nCnHLmQP48TE9iGuqFwiJSHBU6NW0bFMBv3llAVmr8jm2Twf+cN5AUtvrWuUiEjwVehWVlIV4/KPl\nPPLBMlo2b8rECwZxwfCuOhVRROoNFXoVzFqVz01T57N0406+N7gLvzv7CJITda1yEalfVOgHsbO4\njD9Nz+H/vlhJSpsW/HVcBt8Z0CnoWCIi+6VCP4APszfx29cWsn57IWNHdudXp/UnsYVeICQi9ZcK\nfR+bdxZz+5uLeWPeevp0TODlCaMY3r1d0LFERCqlQo9wd6bOXscdby1mV3EZvzilL1ee2Jv4OL1A\nSEQaBhU6sGbrbm5+dQGffLOZYaltufv8QfTrlBh0LBGRamnUhV5WHuLpz1dy3ztLaWJw+zlHctmI\n7rpWuYg0SI220Bev38Fvps5n/trtnJzWkTvPTadL25ZBxxIROWSVFrqZXQBcCIx099TIssHAQ0A8\nkAeMdff8aAatLUWl5Tz0/jdM+vhbklo24+GLh3L2oM56gZCINHhVOULPA64CFgJYuPleAC5297lm\ndhVwO3Bt1FLWki+/3cJNUxewYvMuLhjelVvOHMBhrZsHHUtEpFZUWuju/hFQ8Qi2H5Dv7nMjtycD\n2dTjQt9eWMrd05bw95lr6NauJc/+dATH9tW1ykUkthzKGHp7IHfPDXcvMbMDfh8zywQyAVJTUw/h\n4Wrm7YXjo6dxAAAFiElEQVQb+N3ri9i8s5jM43vxi1P60qp5o506EJEYdijNthHouOeGmcUDJQfa\n2N0nAZMAMjIy/BAe75Bs3FHE715fyPRFGzmicxv+Ou4oBnbVtcpFJHZVu9DdfbmZJZhZursvBMYA\n02o/2qEJhZwXvl7DH/+1hJLyEDeensbPjutJM12rXERi3KGOPVwOPGlmIWALMK7WEtXA8ryd3DR1\nATNXbGVkr3b88QeD6NmhddCxRETqRJUL3d1TKnw9FxgVlUSHoLQ8xKSPv+XB97+hRVwT7jl/IBdm\ndNOpiCLSqDT42cF5a7Zx4yvzyc4t4MyBKdz2vSPp2KZF0LFEROpcgy303SVl3PfOUv722QqSE+N5\nYsxwTjsypfI7iojEqAZZ6B8tzeOWVxewNr+QS0ekcuMZabTRtcpFpJFrUIW+dVcJd/5zMVPnrKNX\ncmteHD+Ko3vqWuUiItBACt3deWPeen7/5mJ2FJZy7cl9uPqkPrRopmuVi4jsUe8Lvaw8xBXPZPFh\nTh5DurXl7vMHkpbSJuhYIiL1Tr0v9LimTeiVnMBxfZMZN7oHTXWtchGR/ar3hQ5w69lHBB1BRKTe\n0+vhRURihApdRCRGqNBFRGKECl1EJEao0EVEYoQKXUQkRqjQRURihApdRCRGmHudvc0nZpYHrDrE\nu3cANtdinNqiXNWjXNWjXNUTq7m6u3tyZRvVaaHXhJlluXtG0Dn2pVzVo1zVo1zV09hzachFRCRG\nqNBFRGJEQyr0SUEHOADlqh7lqh7lqp5GnavBjKGLiMjBNaQjdBEROQgVuohIjKhXhW5mF5jZi2a2\n+gDrf25mM81srpn9qp5lm7HPx9F1lOtCM/vCzD6J5Gu1z/pA9lkVcgW1v24ws8/NbI6ZPWVmzfdZ\nH9T+qixXIPurwuPfamYz9rM8sL/JSnIFtr/M7Gkz+7LCY39/n/XR22fuXm8+gBMIn4Cfu591xwBf\nAM0jH58CGfUhW2T9FwHsr3ZAFtAycnsi8POg91lluQLcXx2Au/j33NELwA/rwf46aK6g9leFx84A\nngJm7LM86L/J/eaqB/vrA6DFAdZFdZ/VqyN0d//I3Q/0aqqzgb+5e4m7lxD+hzynPmQzszigbeRI\n9GMzu8PMmtZBpq3Ase5eGFkUBxRW2CSQfVZZrgD312Z3v8Xd3cwSgDbAwgqbBLW/DporqP0VeeyW\nwAPAb/azOrC/yYPlCnJ/RbQFHo889iP7PDuN6j6rV4VeifZAboXbG4COAWXZVwIwA8gETgQ6Az+r\niwd29yIza2FmDwItCf+C7BHYPqskV2D7C8DMngNWAB8C2RVWBfo7dpBcQe6vicCD7r5pP+uC3F8H\nyxXo7xfhZ6e3uvvxQB5wa4V1Ud1nDanQN/KfP3hKZFng3H2bu18Z+RwCpgJ1NSbcFXgVeNvdJ7h7\neYXVge2zg+UKcn9FHv9SoDswEhhXYVWgv2MHyhXU/jKz04DD3P3lA2wSyP6qLFc9+P3KdPc1kZsv\n7fPYUd1nDanQXwfGmlmzyNOnccAbAWcCwMxSzOxmM7PIotOB2XXwuC2Ap4FMd5+2n00C2WeV5Qpw\nfw0xs3EA7r4bWEr46fEeQe2vg+YKan8RHh5INrPXzOw1IN3MnqmwPqi/yYPmCnB/YWYtI0M8eya1\nz9jnsaO6z+Jq6xtFS2QG+0funmVmbwAzgTLgBXfPqg/ZCP8PmwDMNrOdwFzq5pVhpwADgCn//t3l\nA+Bkgt1nB81FcPsrB7jSzK4lPKa/FrizHvyOHTQXAe0vd7+24m0zm+HuY4PeX5XlIrjfL9y90Mw2\nAzPNbDuwDhhfV/tMrxQVEYkRDWnIRUREDkKFLiISI1ToIiIxQoUuIhIjVOgiIjFChS4iEiNU6CIi\nMeL/AZMyV1ogq8C0AAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10bf112b0>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img38]\n",
"img is: [img38]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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r7+/yLyg2oGcK0wNrvU8Z0Y8eXbCgmEbowqsbdlNx4Bj/+Q/nK8xFOighPo4J\n2elMyE7na9eMovLQcf+SBJsreXX9bp5+p5zEeOOSnPQT596HZXi7HLBG6FHKOce1jxTR5HP87V+n\nReQHPCLhqqHJx5rtB/zn3jdVsXnvYQCG9Ol24orVy4f1pXtScMbMGqHHuILNVWzac5hf3HKRwlwk\nyBLj45iU15dJeX156Nox7Dx4jILARU3Pr6ngyVXbSUrw7zMj0K0pp19qyOtq1wjdzD4H/BvQCOwG\n7gJGAL8GkoEq4A7n3IGzPY9G6F3nc/NWUnGglsIHZ8TUpc8iXqtrbGL1tuoTFzWVVh0FoPg/rqJf\nj3O7SjtoI3QzSwceBKY6546Z2cPAF4HZwOedc2vN7J+B7wNfPqdqJaiKy6pZXVbNd244T2Eu0sWS\nE+KZOiKDqSMy+PYN57F9/1HWlh885zDviDYD3TlXbWZTnHPHWzzmOHDAObc2cN8iYBMKdE81NPl4\nZf0uHnlzC727J3LrpUO9Lkkk5mX3TSW7b+hPt0A7z6E7546bWQrwU/ynWDYCe1psrzezVp/LzGYB\nswCysrQGdygcrWvk6XfKebSolF01xxmR2YNHbh0ftA9kRCQytOs33syGAAuBXzvnFpvZMCCzxfZk\noL61xzrnFgALwH8OvdMVywn7jtTx+Ioynli5nZpjDVyak84PPjWWGaMy9UGoSAxqzzn0FOAPwN3O\nuXIA51yJmfUws7HOuY3A7cDikFYqJ5TtO8rColKeX1NBfZOPT47pz/35w5iQ3cfr0kTEQ+0ZoV8F\njAGebDFh/i38M10WmpkP2A/cGYoC5aT1FQeZX1jK4o27SYiL4+aLB3Pf1DyGZ/bwujQRCQPt+VD0\nFWDwGTZfHtxy5HTOOZZu2ce8ghJWlu4nLTmBWdOGcc/knKhfrF9EOkafmoWphiYfr67fzbzCEjbt\nOUz/nsl887rRfP7SLPUDFZFWKdDDTG19I0+vLufRZdvYefAYwzN78PBnL+SmcYNJStCcchE5MwV6\nmNh3pI4nVpTxxKrtHKxt4JKcPnzvxvP5xGjNWBGR9lGge2z7/qMsKtrGs8Xl1DX6+OR5/Zmdn8eE\n7HSvSxORCKNA98iGihrmLS1h8Qb/jJVPjx/MF6dpxoqInDsFehdyzlG0ZR/zCktYUXJyxsrdk3Po\nrxkrItJJCvQu0Njk49UNu5lXWMqHuw/Rv2cyD107ms9flkVPzVgRkSBRoIdQbX0jz75TzsIi/4yV\nYRmp/OwYHIgAAAAHFklEQVSzF3LTuEEkJ8R7XZ6IRBkFegjsP1LH4yu388TKMg7WNjAxuw/fvfF8\nrtSMFREJIQV6EO3YX8vCotJTZqzcPy2PiTmasSIioadAD4KNO2uYV1jCaxt2Ex9nfHr8YGZNy2N4\nZprXpYlIDFGgnyPnHMu27mN+YSnLtu4jLTmBL07L457JuZqxIiKeUKB3UPOMlfmFpXyw+xCZacl8\n49rRfEEzVkTEYwr0dqqtb+S54goWFpVScSAwY+UzF3LTeM1YEZHwoEBvQ/XR+kBXoDIO1DZwcVZv\nvnPDeVw1pr9mrIhIWFGgn0F5dS2Likp5pric4w0+rhrjX2NFM1ZEJFwp0E+zcWcN85eW8ur6XcTH\nGZ8aN5j78zVjRUTCnwId/4yV5Vv3M39pCUVb9tEjOYEvTs3j7sm5DOilGSsiEhliOtAbm3y8tnEP\n8wtLeH+XZqyISGSLyUA/Vt/Ec2vKWVhUSnn1MfIyUvnpZy7gU+MHa8aKiESsmAr06qP1PLGyjMdX\nnJyx8u3rNWNFRKJDTAR6eXUtjy7bxjPvlHOsoYmrxmRyf/4wLtGMFRGJIlEd6Bt31rBgaSmvbthN\nnMFN4wZz/7Q8RvTXjBURiT5RF+jOOVaU7Gde4ckZK/dOyeXuyTkM7NXN6/JEREImagK9scnH4o17\nmL+0hI07D5GRlszXZ/pnrPTqphkrIhL9Ij7Qj9U38fwaf1egHdW15PVL5Sc3+2espCRqxoqIxI6I\nDfQDR+t5YuV2Hl9ZRvXResZn9eZb14/hk5qxIiIxKuIC/fQZK1eObp6x0gczBbmIxK6ICfQPdh1i\n/tISXll/csbKrGl5jNSMFRERIAICvcnn+OITxby1qZLUpHjumZzDPVNyNWNFROQ0YR/o8XFGbr9U\nHpw5itsuy9aMFRGRMwj7QAf49g3neV2CiEjYi/O6ABERCQ4FuohIlFCgi4hECQW6iEiU6FSgm9nn\nzGy1ma0xs18EqygREem4cw50M8sGfgB8EpgIDDGzzwSrMBER6ZjOjNBnAi8452qccw6YD3wqOGWJ\niEhHdSbQ+wJ7WtzeDWSevpOZzTKzYjMrrqqq6sTLiYjI2XTmwqK9QG6L2wMC953CObcAWABgZlVm\ntv0cX68fsO8cHxtKqqtjVFfHqK6Oida6stuzk/nPlnScmQ0E3gQmOecOm9mTwIvOuRfO6Qnbfr1i\n59zEUDx3Z6iujlFdHaO6OibW6zrnEbpzbreZ/QhYamb1QFGowlxERNrWqbVcnHNPAU8FqRYREemE\nSLqwaIHXBZyB6uoY1dUxqqtjYrqucz6HLiIi4SWSRugiInIWCnQRkSgRVoFuZp81s2fNbMcZtj8Q\nWDtmrZl9LcxqKzjt69IuqutzZrbSzIoC9XU/bbsnx6wddXl1vB40sxVm9p6ZPWZmSadt9+p4tVWX\nJ8erxet/28wKWrnfs9/JNury7HiZ2R/MbFWL177xtO2hO2bOubD5AvLxT8Df08q2ycBKICnwtQyY\nGA61Bbav9OB4pQPFQLfA7YeBB7w+Zm3V5eHx6gf8kJOfHT0N3BIGx+usdXl1vFq89kTgMaDgtPu9\n/p1sta4wOF5vASln2BbSYxZWI3TnXKFz7kxXU90A/N45V++cq8f/F3lTONRmZglA78BIdKmZ/cDM\n4rugpmpginPuWOCuBOBYi108OWZt1eXh8drnnPuWc86ZWQ+gJ7CxxS5eHa+z1uXV8Qq8djfgV8A3\nWtns2e/k2ery8ngF9AbmBV77t6f97zSkxyysAr0N7Vo7xiM9gAJgFjAdGAjc1xUv7Jw7bmYpZvYI\n0A3/G6SZZ8esjbo8O14AZvYUsA1YAmxqscnT99hZ6vLyeD0MPOKcq2xlm5fH62x1efr+wv+/0287\n56YBVcC3W2wL6TGLpEDfy6k/eKtrx3jBOXfQOTcn8KcP+D+gq84JDwH+DPzVOTfbOdfUYrNnx+xs\ndXl5vAKvfxv+tTEmAXe22OTpe+xMdXl1vMzsGqCPc+75M+ziyfFqq64weH/Ncs6VB24+d9prh/SY\nRVKgvwTcYWaJgf8+3Qm87HFNAJjZADP7pplZ4K6ZwLtd8LopwB+AWc65xa3s4skxa6suD4/XODO7\nE8A5Vwt8hP+/x828Ol5nrcur44X/9ECGmb1oZi8CY83siRbbvfqdPGtdHh4vzKxb4BRP84fa1572\n2iE9Zp269L8rBD7BvtU5V2xmLwOrgUbgaedccTjUhv9f2B7Au2Z2BFhL11wZdhUwBnjy5HuXt4BP\n4O0xO2tdeHe8NgNzzOzL+M/pVwD/FQbvsbPWhUfHyzn35Za3zazAOXeH18errbrw7v2Fc+6Yme0D\nVptZDbATuL+rjpmuFBURiRKRdMpFRETOQoEuIhIlFOgiIlFCgS4iEiUU6CIiUUKBLiISJRToIiJR\n4v8DKoghSM7k2dkAAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10be744e0>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img39]\n",
"img is: [img39]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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P/H9f72J3XhHPTBoQsHckUWc2cXAHzuvRij98so1DhSW24ygveys1EwFuHtHJ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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10be7cbe0>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img40]\n",
"img is: [img40]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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PcpU19cx6LoODJZUsmJHGwIQ4ADq1i+LuiwaxalchK3cWOJzSBIo1e46Qeeg4sycNICzM\n2vxDjRX0IFZX7+LulzexNa+Ep28ayXn9unxr/a3jk0nu2o7fvZ9JXb3LoZQmkMxNz6JbXDRXjbQ2\n/1BkBT1IqSoPv72d5ZkF/Oaq4Uwb1vPftomKCOOBy4ayK7+MxRm5DqQ0gWTn4VJW7SrktonJREeE\nOx3H+IEV9CD1l0/28PL6XO66cCC3jOt3yu2mDevJmOQu/PnjXZRW1bZiQhNo5qVnERsZzs1jrc0/\nVFlBD0JLMnL508e7+N6oPtx/yZDTbisiPHRFKkVlNfx95d5WSmgCTf7xKt7ecoDr0xLp1C7K6TjG\nT6ygB5lPdxbwyze2MWlwN/5w7TnNGr/6nMROXDOyD/NXZ5NXXNEKKU2geXbtPupdyu3W5h/SrKAH\nka15Jdz5z00M7RnP3394XouGO/35tCEI8MSHO/0X0ASksuo6XlyXw6XDe9Kva3un4xg/soIeJHKO\nlHP7sxvoGhfFottGExfd3JGP3Xp3imX2pAG8veUgW3JL/JTSBKIlG3I5XmVt/m2BFfQgcKSsmhkL\n11PfoHHIGz+eMpBucdE8+t7XqKqPU5pAVFfvYuGabEYnd2Zk385OxzF+ZgU9wFXU1HH7cxkcOlbF\n/Bmjv2kc8kZcdAT/eUkKGTnFfLD9cNNPMEHvg68Ok1dcaWfnbYQV9ABWV+/i7pc2sy2vhL/cNJLz\n+p35Gdb1aUkM6RHP48t2UF1X74OUJlCpKvNWZdG/W3umpvZwOo5pBVbQA9SJxqEVOwp45KrhXNJI\n45A3wsOEB6ensv9oBS98nuOT1zSBaX32Ub7MO8as8/tbm38bYQU9QD29wt049NMLB/HD0zQOeWNy\nSgIXpCTw1IrdHC23eUlC1bz0LLq0j+LaUYlORzGtxAp6AFqyIZc/L9/FtaMS+c9LUvyyjwenp1Je\nXcfTK2zM9FC0p6CM5ZkF3DKuH7FR1ubfVlhBDzCf7ijgl29uY3JKAr+/9uxmNQ55I6VHPDeO6cs/\n1+Wwt7DML/swzlmwOpvoiDBuGe/bv+5MYLOCHkC+zC3hzhc3kdornr/dPKpFjUPeuG9qCjGR4Tz+\n/g6/7se0rqKyal7flMe15yXSLS7a6TimFVlBDxAnGoe6xUexcGbLG4e8kRAfzZ0XDmR5Zj5r99qk\n0qHi+c9zqKlzMcva/NscK+gBoKismlsXrselynO3ed845I3bJ/anT6dYHluaictlzUbBrrKmnhc+\n38fU1B5n1LNggpMVdIdV1NQx69kN5B+vYsHM0Qxo5V/CmMhwfnHpEL46eJw3Nh9o1X0b33ttUx7F\nFbXMmWyNRG2RFXQH1dW7+OlLm9l24Bh/uWkUoxxqzb5yRG9GJHXiiQ93UFFT50gGc+bqXcqC9CxG\nJHVidLK1+bdFzSroIvKsiKwTkZWerytFZISIfOZZ/q6I2DuoBVSVh97azic7Cvjt1cP5zlnOdfKJ\nCA9PTyX/eDXzVmU7lsOcmeWZ+ew7UsGcSQP8dneUCWzNPUPvC0xR1SmqOgV4F3gFuFdVxwHLgEf8\nEzE0PbViN69syOXuiwZx81jnby1LS+7C5Wf35B+f7SX/eJXTcYwX5q3KIrFzLNOGWZt/W9Xcgt4J\n+IeIrBKRvwLnAMWqusWzfj4w3R8BQ9HiDft5cvluvn9eIv/xHf80Dnnjvy4dSr1L+d+PbMz0YLMx\np5iMnGJmnd+fCD/f7moCV3P/y2cAD6vqZKAQeBL4Zrg+Va0BGr3PTkTmiEiGiGQUFhaead6g98mO\nfH715nYuSEng8e/5r3HIG/26tmfGhH68ujGPrw4eczqOaYH56Vl0iIng+rQkp6MYBzWroKvqHFU9\nMW38q55/u59YLyLRQKODgqjqXFVNU9W0hISEMwob7L7MLeGuFzdzVq8OrdI45I2fXjSYTrGRPLY0\n08ZMDxI5R8r54KvD/HBcP9q3Qv+CCVxNVhQRiRWR34rIiZllL8N9xh4nIsM9y27BfR3dnMK+om83\nDgXqL17H2EjuvXgwa/ce4ZMdBU7HMc2wYHU2EWHCzAnJTkcxDmuyqqhqpYgUAetF5BhwAPgR8CIw\nT0RcwBFghl+TBrGismpmLPpX41BCfGC3Y988rh/Pf57D797PZHJKQkD+JWHcistreDUjj6vP7UP3\nDq3XkGYCU3MvuTylqueq6gWq+gNVLVXVLao6XlUnquqVqlrs77DByOnGIW9Ehofxy8tT2VtYzsvr\n9zsdx5zGi1/kUFlbzx02I5HBGov8qq7exV0vbmLbgWP81cHGIW9MTe3O+AFdeXL5bo5V1jodxzSi\nqraeZ9fmcEFKAkN6xjsdxwQAK+h+oqo8+OZ2Pt1ZyKNXn81UBxuHvCHintmouKKGv326x+k4phFv\nbzlAUVm1tfmbb1hB95Mnl+9mcUYu91w0iB+M7et0HK8M79ORa0clsmjNPnKPVjgdxzTgcinz0rM5\nq1cHJgzs6nQcEyCsoPvBK+v389SK3Vx3XiL3BVDjkDfuv2QI4WHC7z+wMdMDycpdBewpKGPOZGvz\nN/9iBd3HVmTm8+Bb7sah3wVY45A3enaMYc7kASzdeoiNOUedjmM85q3KplfHGKaf08vpKCaAWEH3\noS25Jfz0pcBuHPLGjy4YQPf4aH77njUbBYJtecf4POsIt01MDpn3mPENezf4yInGoYT46IBuHPJG\nu6gI7p82hC25Jby79ZDTcdq8eelZxEVHcOOY4PxsxviPFXQfKCx1zzgE8Nztgd845I1rRyVyVq8O\n/GHZDqpq652O02blFVewdNshbhqTRIeYSKfjmABjBf0MlVfXMeu5DRSUVrFgRhr9u7V3OpJfhIcJ\nD01P5UBJJYvW7HM6Tpu1aM0+BLhtos0Xav6dFfQzUFvv4q6XNrH9wDGe+cEoRgZR45A3JgzqxtTU\n7vzt0z0UlVU7HafNOVZZyyvr93PFOb3o3SnW6TgmAFlB95K7cWgbKz2NQxenBlfjkLceuCyVitp6\nnly+y+kobc4r6/dTXmNt/ubUrKB76c/Ld7MkI497Lh4ctI1D3hjUPY4fju3Ly+tz2Z1f6nScNqOm\nzsWiNfuYMLArw/t0dDqOCVBW0L3w8vr9PL1iN9enJXLf1MFOx2l1905NoV1UOL97P9PpKG3Ge1sP\ncvh4FbOtzd+chhX0FlqRmc+Db25jypAEHrsm+BuHvNGlfRR3XzSIT3cWkr7bZqHyN1Vl7qosBneP\nY0pK254kxpyeFfQW2Ly/mLte2sTwPh155geh0zjkjRkTkknqEstjSzOpd1mzkT+t3lPEjsOlzLY2\nf9OEtluRWii7qJxZz2XQPT4m5BqHvBEdEc4Dl6ay43Apr23MbfoJxmtzV2WREB/NVef2djqKCXBW\n0JuhsLSaGQ0ah7rFhV7jkDcuP7sn5/XrzB8/2kV5dZ3TcUJS5qHjpO8uYuaEZKIjwp2OYwKcFfQm\nlFfXcfuzGygsrWbhzNEh2zjkjRNjpheWVvN/n+11Ok5Imp+eTWxkODe3oTupjPesoJ/Gicahrw4e\n468/GMm5SZ2cjhRwRvXtzHdH9GZuehaHjlU6HSekHD5WxTtfHuCG0Ul0ahfV9BNMm2cF/RRUlV+9\n4W4ceuyattM45I1fTBuCS+GJD3c6HSWkPLt2H/Uu5XZr8zfNZAX9FP788S5e3ZjHvRcP5iYb1e60\nkrq04/aJ/Xlj0wG25R1zOk5IKKuu48UvcrhseC/6dm3ndBwTJKygN+KlL/bz9Cd7uCEtiZ+1wcYh\nb9x54UC6to/i0aVf25jpPrB4Qy6lVXXcMcnOzk3ztaigi8jDIrLS8/0IEflMRNaJyLsiEhIjUy3/\nOp+H3trGhUMSePSa4XbfbzN1iInkZ99J4Yvso3z0db7TcYJaXb2LhauzGZ3cOeQHfDO+1eyCLiJp\nQH/P9wK8AtyrquOAZcAjfknYijbtL+anL2/i7D4deSaEZhxqLTeNTmJQ9zgefz+TmjqX03GC1rLt\nhzlQUslsG4TLtFCzKpaIxAJ/Bh7wLEoBilV1i+fxfGD6KZ47R0QyRCSjsDBw28SzCsu447kMenSI\nYcHM0bSLatuNQ96ICA/jwctT2Xekgn+uy3E6TlA60ebfv1t7ptoH8aaFmnsK+gTwlKoWeB53BQ6f\nWKmqNUCjFVBV56pqmqqmJSQE5jgUhaXVzFi0HgGeu80ah87ElCEJTBrcjadW7KakosbpOEHni+yj\nbDtwjDsm9ScszC73mZZpsqCLyDSgs6q+1mBxPtC9wTbRQFD+9p5oHCoqrWHBzNEkW+PQGTnRbFRa\nVctfPtnjdJygM29VFl3aR3HtqESno5gg1Jwz9CuABBF5S0TeAoYD/w3Eichwzza34L6OHlRq613c\n+eImvj50nGdutsYhXxnaswPXpyXx/Of72FdU7nScoLGnoJQVOwq4dXw/YiKtzd+0XJMXilX17oaP\nRWSlqt4qIucC80TEBRwBZvgpo1+oKr98Yxuf7Srk9987m4uG2vVKX/qPS1J458uD/H7ZDv5xy3lO\nxwkKC1ZnEx0Rxi3j+jkdxQSpFt/GoapTPP9uUdXxqjpRVa9U1WKfp/OjP328i9c25vGzqYO50RqH\nfK57fAw/uWAgH3x1mC+yjjgdJ+AVllbz+qYDXHteIl3tMxzjpTZ5X96LX+Twl0/2cOPoJO692BqH\n/OWOSQPo1TGGx97PxGVjpp/WC5/vo7bexazzrZHIeK/NFfSPv87n4be2uxuHrrbGIX+KjQrn59OG\nsDXvGG9/ecDpOAGrsqae59flMDW1BwMT4pyOY4JYmyrom/YXc3eDxqEIaxzyu6vP7cPZfTryPx/s\npLKm3uk4Aem1jbmUVNQyx+YLNWeozVS0rMIyZj27wRqHWllYmPDQ9FQOHatiweosp+MEnHqXMn91\nNiOSOpHWz9r8zZlpEwW9oLSKGYvWEyZijUMOGDugK9OG9eDvK/dSUFrldJyA8vHX+eQcqWDOJJsv\n1Jy5kC/oZQ0ahxZa45BjHrgsleo6F3/+eJfTUQLKvPQskrrEMm2Y3TZrzlxIF/QTjUOZh0r5282j\nGGGNQ47p3609t45PZvGGXHYcPu50nICwMecoG3OKmTWxv32eY3wiZN9FqsoDr29j1a5CfnfNcC4c\n2r3pJxm/uufiQcTHRPLY0kynowSEeauy6RgbyXVpSU5HMSEiZAv6/360i9c35XHf1BRuGG2NQ4Gg\nU7so7rl4MOm7i1i5s6DpJ4SwfUXlfPj1YX44ri/to+0DeuMbIVnQ/7kuh79+uoebxiRxz8WDnI5j\nGrhlXD+Su7bjsaWZ1NW33THTF6zOJjIsjBnjk52OYkJIyBX0j746zK/f3s5FQ7vz26uscSjQREWE\n8cBlqewuKGNxRq7TcRxRXF7Dqxtzuerc3nTvEON0HBNCQqqgb8wp5u6XN3N2Yif++oOR9kFTgJo2\nrAdjkrvwp492UVpV63ScVvfPdTlU1bqYbY1ExsdCpuLtLSxj1nMb6NUxhoUz0qxxKICJCA9dkcqR\n8hr+tnKv03FaVVVtPc99vo8pQxJI6RHvdBwTYkKioBeUVjFj4XrCRXju9jE2Wl0QOCexE98b2YcF\nq7PJK65wOk6reWvzAYrKaphj84UaPwj6gl5WXcdtizZwtLyGRbeNpl9XaxwKFvdPG4IA//PBTqej\ntAqXS5mXnsWw3h0YP7Cr03FMCArqgl5b7+In/9zIjsOlPHPzKM5JtMahYNK7UyxzJg/gnS8Psnl/\nUA2n75VPdxawt7Cc2dbmb/wkaAu6qvJfr28lfXcRj19zNhcOscahYPSjCwbSLS6aR5dmohraY6bP\nS8+iV8cYpp/Ty+koJkQFbUH/40c7eWPTAf7jOylcP9o67YJVXHQE91+SwsacYpZtP+x0HL/ZmlfC\nuqyj3D6xP5F295Xxk6B8Z72wLodnPt3LTWOSuPsiaxwKdtelJTG0ZzyPL8ukui40x0yfl55NfHQE\nN46xkw/jP0FX0D/86jD//fZ2LrbGoZARHiY8OD2V3KOVPL82x+k4Ppd7tIL3tx3iprF9iY+JdDqO\nCWFBVdA35hzlnpc3c05iJ/5ijUMhZdLgBKYMSeDpT3ZztLzG6Tg+tWjNPgSYOSHZ6SgmxDWrIorI\nL0RkrYi8W279AAAN5UlEQVRsFpGFIhIlIiNE5DMRWSci74qIX6dbcTcOZdCrYwwLrHEoJD14eSoV\nNfU8vWK301F85lhlLYs37OeKc3rRu1Os03FMiGuyoItIN6AjMFFVRwLtgKuAV4B7VXUcsAx4xF8h\nC467G4ciwqxxKJQN7hHPjaOT+Oe6HPYWljkdxydeXr+f8pp67rBGItMKmizoqlqkqg+qqopIHNAB\n2AUUq+oWz2bzgen+CFhT5+K2Z92NQwtnWuNQqLvvOynERIbz+Ps7nI5yxmrqXCxak83EQV0Z3qej\n03FMG9Dsi9Ai8iKQDXwKxAHf3GOmqjVAo9dARGSOiGSISEZhYWGLA0ZFhHHz2H7WONRGdIuL5s4L\nB7I8M5+1e4ucjnNG3v3yIPnHq5ltZ+emlTS7oKvqzUA/YBwwFPimk0dEooFGP8lS1bmqmqaqaQkJ\nCV6F/MHYvtY41IbcPrE/fTrF8uh7mdS7grPZSNXd5j+kRzwXpHj3vjempZpzDf1cEZkBoKoVuC+3\nxANxIjLcs9ktuK+jG3PGYiLD+cWlQ/j60HHe2JTndByvpO8uYsfhUmZN6m+31ppW05wz9J3ABM9l\nk3QgGZgHzATmicga4Erg1/4KadqeK0f05tykTvzxo51U1NQ5HafF5qVnkRAfzVXn9nY6imlDmvOh\naKWq/shz2WSSqt6kquWqukVVx6vqRFW9UlVDf3Ql02pEhIevSCX/eDVzV2U5HadFMg8dJ313ETMn\nJBMdEe50HNOGWGeOCVjn9evC9LN78X+fZZF/vMrpOM02Lz2LdlHh3DzWJic3rcsKuglo/3XpUOpd\nyh8/DI4x0w8dq+SdLQe5Pi2JTu2inI5j2hgr6Cag9e3ajpkTk3ltUx5fHTzmdJwmPbt2Hy5VZp3f\n3+kopg2ygm4C3l0XDqJTbCSPBfiY6aVVtby0bj+XDe9FUpd2TscxbZAVdBPwOsZG8rOpKazde4QV\nmQVOxzmlxRtyKa2u445JdnZunGEF3QSFH4zty4CE9vxuWSa19S6n4/ybunoXi9bsY0xyF0b29es4\ndcackhV0ExQiw8P41WWpZBWW89IX+52O82/e336YAyWVzJ5sbf7GOVbQTdC4OLU7EwZ25cnluzhW\nWet0nG+oKnNX7WVAt/ZcPNSGqDDOsYJugoaIe2ajkspanvl0j9NxvrEu6yjbDxznjkkDCAuzNn/j\nHCvoJqgM692R749K5Nk1+9h/pMLpOIC7kahr+yi+N6qP01FMG2cF3QSd+6cNITxM+MMHzo+Zvqeg\nlE92FHDL+H7ERFqbv3GWFXQTdHp0iOFHFwxg6bZDbMw56miW+enZREeEccu4fo7mMAasoJsgNWfy\nAHp0iOa37znXbFRQWsUbmw7w/fMSbVpEExCsoJug1C4qgvsvGcKW3BLe3XrIkQwvfJ5Drctlbf4m\nYFhBN0Hr2lGJnNWrA39YtoOq2vpW3XdFTR0vrMthamoPBiTEteq+jTkVK+gmaIWFCQ9NT+VASSWL\n1uxr1X2/tjGPkopa5lgjkQkgVtBNUJswqBtTU7vzzKd7KCqrbpV91ruU+enZnJvUibR+1uZvAocV\ndBP0fnl5KlW19Ty5fFer7O/jrw+z/2gFcyYPsPlCTUCxgm6C3sCEOG4e25eXvtjP7vxSv+9v7qos\nkrrEMm1YT7/vy5iWsIJuQsK9U1NoHx3B797P9Ot+NuYcZdP+Eu44fwDh1uZvAowVdBMSurSP4u6L\nBvHpzkLSdxf6bT9zV2XRMTaS69IS/bYPY7xlBd2EjBkTkknqEstjSzOpd/m+2Si7qJyPvs7nh+P6\n0i4qwuevb8yZalZBF5HrReRzEUkXkSUi0k5ERojIZyKyTkTeFRH7uN84KjoinF9elsqOw6W8mpHr\n89dfsDqLyLAwZoxP9vlrG+MLTRZ0EekC/AK4SFUnATnAbOAV4F5VHQcsAx7xZ1BjmuOy4T1J69eZ\nP360i7LqOp+97tHyGl7bmMfVI3vTvUOMz17XGF9qsqCr6lHgfFWt9CyKAKqAYlXd4lk2H5je2PNF\nZI6IZIhIRmGh/65tGgP/GjO9qKya//tsr89e95/rcqiqdXHHJGskMoGrWZdcVLVKRGJE5CkgFtgO\nHG6wvgZ3oW/suXNVNU1V0xISEnyR2ZjTGtm3M1eO6M3cVVkcLKls+glNqKqt57m1+7hwSAIpPeJ9\nkNAY/2juNfRE4E3gA1X9Me5i3r3B+migxi8JjfHCLy4dggJ//HDnGb/Wm5sPcKS8htl2dm4CXHOu\noccAzwJzVHUZgKruBeJEZLhns1twX0c3JiAkdm7HrPP788bmA2zNK/H6dVwuZV56FsN6d2D8wK4+\nTGiM7zXnDH0qkAq8ICIrPV+/BmYC80RkDXAl8Gv/xTSm5e6cMpCu7aN4dKn3Y6Z/sqOArMJya/M3\nQaHJm2lV9T3gVJMljvdtHGN8Jz4mkvu+k8JDb23nw6/yuXR4y1v156Vn0btjDJef3csPCY3xLWss\nMiHtxtFJDO4ex++XZVJT52rRc7/MLeGL7KPcfn5/IsPtV8UEPnuXmpAWER7Gr6ansu9IBS+sy2nR\nc+elZxEfHcENo5P8lM4Y37KCbkLelJQEJg3uxtMrdlNS0bybsXKPVvD+tkPcNLYv8TGRfk5ojG9Y\nQTch70SzUWlVLU+v2NOs5yxck02YCDMnJPs3nDE+ZAXdtAlDe3bghtFJvLBuH9lF5afd9lhFLYs3\n5PLdEb3p3Sm2lRIac+asoJs2477vpBAVHsbvl51+zPSX1u+noqaeOyb1b6VkxviGFXTTZnSPj+En\nUwby4Vf5fJF1pNFtaupcLFqTzfmDujGsd8dWTmjMmbGCbtqUWecPoFfHGB5dmomrkTHT3/nyIAWl\n1XZ2boKSFXTTpsRGhfOLS4ew7cAx3v7ywLfWqSrzVmUxpEc8F6TYQHIm+FhBN23OVSP6cE5iR/7n\ng51U1tR/s3zV7iJ25pdyx6T+1uZvgpIVdNPmhIUJD16eyqFjVSxYnfXN8nmrsugeH82V5/Z2MJ0x\n3rOCbtqksQO6cumwnvxt5V4KSqv4+uBxVu8pYubEZKIjwp2OZ4xXbKZb02Y9cNlQVuzI508f7aKm\nzkW7qHBuHtPP6VjGeM0Kummzkru159bxySzydIX+cFw/OrazNn8TvOySi2nT7r5oEPExkbhUmXW+\n3apogpudoZs2rVO7KP73uhEcPFZJUpd2Tscx5oxYQTdt3tSzejgdwRifsEsuxhgTIqygG2NMiLCC\nbowxIcIKujHGhIgmC7qIfF9ElojI/gbLRojIZyKyTkTeFZHO/o1pjDGmKc05Qy8E7gSiAMQ9atEr\nwL2qOg5YBjzit4TGGGOapcmCrqqfqWpRg0UpQLGqbvE8ng9M90c4Y4wxzefNNfSuwOETD1S1htPc\nzy4ic0QkQ0QyCgsLvdidMcaY5vCmsSgf6H7igYhEAzWn2lhV5wJzPdsWikiOF/sE6AYUNblV67Nc\nLWO5WsZytUyo5mrWqHEtLuiquldE4kRkuKpuB27BfR29Oc/1ehoYEclQ1TRvn+8vlqtlLFfLWK6W\naeu5vG39nwnMExEXcASY4bNExhhjvNLsgq6qPRt8vwUY75dExhhjvBJMjUVznQ5wCparZSxXy1iu\nlmnTuURVW2M/xhhj/CyYztCNMcachhV0Y4wJEQFV0BsbN+ak9feIyHoR2SIi9wdYtpUnfY1ppVzX\ni8jnIpLuydfupPWOHLNm5HLqeP1CRNaKyGYRWSgiUSetd+p4NZXLkePVYP8Pi8jKRpY79jvZRC7H\njpeIPOsZ5+rEvq88ab3/jpmqBswXcAHuG/APN7JuIvA57jFlooDVQFogZPOs/9yB49UFyABiPY+f\nAO5x+pg1lcvB49UNeIx/fXb0CnBdAByv0+Zy6ng12HcasBBYedJyp38nG80VAMfrEyDmFOv8eswC\n6gxd/33cmIauABapao26hxtYCFwVCNlEJALo5DkTXSUivxWR8FbIdBQ4X1UrPYsigMoGmzhyzJrK\n5eDxKlLVB1VVRSQO6ABsb7CJU8frtLmcOl6efccCfwYeaGS1Y7+Tp8vl5PHy6AT8w7Pvv57016lf\nj1lAFfQmfGsMGeAQDYYgcFgcsBKYA0wBegF3tMaOVbVKRGJE5CkgFvcb5ATHjlkTuRw7XgAi8iKQ\nDXwK7GiwytH32GlyOXm8ngCeUtWCRtY5ebxOl8vR9xfuv04fVtXJuEerfbjBOr8es2Aq6N8aQwbo\n6VnmOFUtUdWfeP51AW8ArXVNOBF4E/hAVX+sqvUNVjt2zE6Xy8nj5dn/zbjHxhjHt7ucHX2PnSqX\nU8dLRKYBnVX1tVNs4sjxaipXALy/5qhqrufhqyft26/HLJgK+tvArSIS6fnzaQbwjsOZABCRniLy\nKxERz6JLgU2tsN8Y4Flgjqo2Np6OI8esqVwOHq9zRWQGgKpWALtw/3l8glPH67S5nDpeuC8PJIjI\nWyLyFjBcRJ5vsN6p38nT5nLweCEisZ5LPCc+1L7spH379Zh5O5ZLq/F8gn2jqmaIyDvAeqAOeEVV\nMwIhG+7/w8YBm0SkDNhC63SGTQVSgRf+9d7lE+AinD1mp82Fc8drJ/ATEbkb9zX9PODRAHiPnTYX\nDh0vVb274WMRWamqtzp9vJrKhXPvL1S1UkSKgPUicgw4APyotY6ZdYoaY0yICKZLLsYYY07DCrox\nxoQIK+jGGBMirKAbY0yIsIJujDEhwgq6McaECCvoxhgTIv4/icOye3yw+nIAAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x110685470>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img41]\n",
"img is: [img41]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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xOZ7zhnbn1WUlVNXaaEbGNKfJ496NqWolcEMTs5YD4/2eqAmPvleIxwO3TxoU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\nRK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10d0e63c8>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img42]\n",
"img is: [img42]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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vrukU9MUV3rJAN0GjbZP6DO8Zw7vf7KXglPWOBjN3ccVmd3HFpfFOj+M3LNBN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\nAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10e33a390>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img43]\n",
"img is: [img43]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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FIjJXRAL/Tdcuqsoj/13J+n1ZvHFNVxrWqOJ0JJ/zcP8O1I+uwr0zk8nOs6EXY7yhvE8r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\nK3RjjAkQVujGGBMgrNCNMSZA/D+tAH3NYfshEgAAAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10bd0e940>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img44]\n",
"img is: [img44]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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ZK9rnZKqdlTX8a8lGLh/VWw3MwqCgF4lSZsZv6ydTTZ1P2fZKr0uKuFeDDcwm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\nzinoRUTi3P8D7Zfg9oPwRGUAAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x110d2a630>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img45]\n",
"img is: [img45]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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63NihEVNX7mNIl2ii6+j1y11N1ul8Hvk0mRb1Q3jqxra246hqoh+YUtXqyX5t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\njefTpCOMva617ThKOaXSR/Q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"text/plain": [
"<matplotlib.figure.Figure at 0x10d0cf080>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img46]\n",
"img is: [img46]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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LiMC5J7XnxR8OY/OuMsY8+ykbd4RfU6MCvR7+Iq58Tj2uDT1UxCUiASN6teXf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\nAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10d0cf668>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img47]\n",
"img is: [img47]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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IGuhK+ah1+3LIyC3w2mPPaxIWHMiLExI5kJPHuyv3Wl2OR9BAV8pHzdpop0lEMNf09o5B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\nV0opH6GBrpRSPuL/A7lP58plBHqmAAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10be22978>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img48]\n",
"img is: [img48]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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BSkEvIi1W3XLw4Q/VnCQYKehFpMV6pCVy5egsXs7bxB/f+obte0u8LklqifG6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\n5v4/WgamoZJNUYIAAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10bd605c0>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img49]\n",
"img is: [img49]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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5Rz3ZdfA4A59byGdbD3hdUkRRoAdl+/w0rZfAdy5M87oUkRots21Dpt6XRVxs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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10bb39828>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img50]\n",
"img is: [img50]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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SEX79zbEM6tmF+/+aQ3F5tdMhmQAS0In+TFUdb20t5J/WwjEeb3oKmAXatfMXIj46gmdv\nm8jpylqWLMuh3vrrzQUK6ER/2+SBJCVE89iqPXZTiQFg+eY8RvXtSnpKotOhdIgRfbryi+vT2bD/\nBE+u3uN0OCZABHSij40K577pQ9h08CQb9lurPtTtKChjZ+Fpvy1H7CsLMvozf1Iqv1uzj7W7jzsd\njgkAAZ3oAW6+ZAB9E2N47P3d1qoPcVmuPKIiwvjG+H5Oh9LhHv1GOiP6JPDQ8lwKT1U6HY7xcwGf\n6GMiw1k8cyhbjpxi7R4rpRCqqmrrWZFbyNWj+9AtLjAKmHkjNiqcZ26dSE1dA4tf2UJtfYPTIRk/\nFvCJHmD+pP6kdo/lCeurD1nvf17ALHDvhG2rIUnx/PqmsWw5copf//0zp8MxfiwoEn1URBgPzBzG\ntvwyVu0qcjoc44CsxgJmQwKvgJk3rhvbjzumDOSFTw7y7o5jra9gQlJQJHqAGyemMKhnHI+v2mO3\niYeYxgJmN01KJSxAC5h54z/mjmRcaiL/lrWVwyfOOh2O8UNBk+gjwsNYMmsYnx0r592d1rIJJa9m\nu4fdmx9C3TZNRUeE8/QtEwkLE+59eQtVtTa4uPmyoEn0APPGpTA0OZ4nVu2xm0lCREODkuXKZ+qQ\nXqR2D+wCZt7o3yOOxxeMY2fhaR792y6nwzF+JqgSfXiY8OCsYew9foa/bSt0OhzTCdbvL6HgVCUL\ngvza+Qtx1cjefO/KIbzyzyOsyClwOhzjR4Iq0QNcm96XEX0SeHL1XurskrOgl+nKJzE2kjmjejsd\nil/41zlpXDKoBz96fTt7i8qdDsf4iaBL9GFhwoOz0jhYcpY3rFUT1E5V1PDezmNcP75fUBUw80ZE\neBi/u2UCXaLDueflLVTU1DkdkvEDQZfoAa4e3Zv0lK48tWav3UgSxN7MLXQXMLNumy/p3TWGpTdP\nYH/xGX78xg67t8R4NWbslSKytsljv4g8KSLjRGSdiGwUkZUi0t2XAV9gbDw8O428k5VkufI7e/em\nkyzfnMfofl0Z3S84C5h5Y+rQXjx4VRpv5BTw1015TodjHNbuRK+q61R1uqpOB2YChcBvgGXAElWd\njHu82Ed9EWhbzRiezPj+3Xh6zV6q6+xys2Czo6CMXUeDv4CZN+6fOZTLh/XiZyt3sqOgzOlwjIN8\n1XVzB7AaiAdKVTXXM/0FYK6P9tEmIsL356RRWFbF8s3Wogk2mY0FzMalOB2K3woLE55cOJ4ecVHc\n98oWTlfVOh2ScYjXiV5EIoAlwFKgJ/D53UqqWkML49KKyCIRcYmIq7i4Y4qRTRvai0sG9eDpNfvs\nJpIgUlVbz4qcAq4Z3YfEuEinw/FrPeOjefqWCe4xdLO2Wn99iPJFi/4mYL2qngKKgOTGGSISDdQ0\nt5KqPqeqGaqakZSU5IMwvkpEeHhOGsfLq/nLxsMdsg/T+d7beYzTVXVBOYpUR8gY1IMfXjOC93YW\n8eL6Q06HYxzgi0T/XeAlAFXdD8SLSLpn3u24++kdM3lwTy4b0pM/rNtvl5oFiSxXPindYrlsSE+n\nQwkYd19+EbNH9eZX73xK9uFSp8MxncyrRC8iycAIYHOTyXcCz4vIemAe8Ig3+/CF789Jo+RMDS9t\nsFZ9oMs76S5gNj8jNAuYtZeI8Nv54+jbLYbFr2zh5NlmT7RNkPIq0avqcVXtq006/lQ1V1WnqOpU\nVZ2nqo43HyYN7MGVaUn88aP9lNsXUgHt1ex8ROCmSaFZwMwbibGRPHvLJE6cqeGh5blW5TWEBOUN\nU815eHYapypq+ZP1UQas+gbl1ex8pg0N7QJm3hiTmsgjXx/Fuj3FPLt2n9PhmE4SMol+XP9uzBrZ\nm+c/PkBZpbXqA9H6fZ4CZvYlrFduvXQA88b14/FVe9iwv8TpcEwnCJlED+5W/emqOv7fxwecDsW0\nQ6Yrj25xkcwZbQXMvCEi/OrGMVzUqwsP/DWX46ernA7JdLCQSvSj+nXl2jF9eHH9IUrty6iAUnq2\nhvd3FnH9+BSiI6yAmbe6REfw+9smcba6jvv/mmOVXoNcSCV6gAdnpXG2po4/fmSt+kDyZm4BNfUN\n1m3jQ2m9E/jPG9L558GTPL5qj9PhmA4Ucok+rXcCXx/bj5c2HKK4vNrpcMwFUFWWu/JJT+nKqH5d\nnQ4nqNw4MZWbL+7Ps2v3s+azIqfDMR0k5BI9wJJZw6iuq+eP6/Y7HYq5ADsLT/Pp0dMstNZ8h/jZ\nvNGM6tuVh5ZvJb+0wulwTAcIyUQ/JCmeGyak8ueNhymyL6L83vLN7gJm86yAWYeIiQzn2VsnUt+g\nLH4lh5o6668PNiGZ6AGWXDWM+gbl2Q/tWmJ/VlVbz5u5BXwt3QqYdaRBvbrwm5vGkpt3iv9651On\nwzE+FrKJfkDPOOZnpPLXTXkUnKp0OhzTAitg1nm+NqYv/zJ1EH/acIh3th91OhzjQyGb6AHumzEU\nRXl6jbXq/VWmK4/U7rFMGWwFzDrDj742kvH9u/GDV7dxsOSs0+EYHwnpRJ/aPY6bLx5AliuPIyfs\nSyh/k3eygvX7TjB/Un8rYNZJoiLCeObWiUSEC/f8JdvGcQgSIZ3owd2qDwsTnlqz1+lQzDmyGguY\nZVgBs86U0i2WJxaO57Nj5fzsrZ1Oh2N8IOQTfZ/EGG67dCCvb8m3U1U/Ut+gvOrKY9rQXqR0i3U6\nnJAzY3gy980YwrLNebyWne90OMZLIZ/oAe6ZPoToiHCWrra7A/3FJ/tKKCyrssG/HfTQrDQuvagH\nP16xnd3Hyp0Ox3jBEj2QlBDNty8byJtbC9lbZG9of9BYwGz2KCtg5pSI8DB+960JxEdHcs/L2Zyt\nthHaApUleo/vXjGEuMhwnlxtffVOKz1bwyorYOYXkrvG8NS3xnOo5Cw/en27DS4eoLwdSnCAiKwQ\nkTUiskpExorIOBFZJyIbRWSliHT3VbAdqUeXKP5l6kW8vf0ouwpPOx1OSFthBcz8ymVDevHw7DTe\n2lrIX/55xOlwTDt426L/PfADVZ0J3AIUAMuAJao6GffA4I96uY9O853LB5MQE8ET1lfvGFVl+eY8\nxqQkWgEzP3Lv9KFMH57EL1buYlv+KafDMW3U7kQvIn2AOGCRiHwM/BxIBUpVNdez2AvAXK+j7CSJ\ncZHcPW0wq3YV2ZvZITsKTvPZsXIW2JewfiUsTHhiwXh6xUdx78tbKKuwUdoCiTct+gHABOB/VPVy\n4CTwG+BY4wKqWgNENLeyiCwSEZeIuIqLi70Iw7fumjaIbnGRPGH1uR2x3HWE6Igw5o3r53Qo5hzd\nu0Tx9K0TOVZWxb++utX66wOIN4n+FLBNVbd5Xi8H6oHkxgVEJBpodignVX1OVTNUNSMpKcmLMHwr\nISaSRVcM5sPdxWQfLnU6nJDiLmBW6C5gFmsFzPzRxAHd+dG1I1m1q4jnbUjOgOFNot8HxInIEM/r\nq4EtQLyIpHum3Y67nz6g3DFlED27RFmrvpO9u+MY5VbAzO/dNXUQX0vvw6/f3Y3r0EmnwzEXoN2J\nXlUbgLuA5z199JcCvwbu9ExbD8wDHvFBnJ2qS3QE37tyCJ/sK+GfB044HU7IyHTl0b9HLJOtgJlf\nExF+fdNYUrvHsviVHE6csZHa/J1XV92o6jZVnamql6vqfFU9raq5qjpFVaeq6jxVDcj+j9smDyQp\nIZrHVu2xvshOcOREBRv2WwGzQNE1JpJnb53IyYoaHlyeS32D/Y/4M7thqgWxUeHcN30Imw6eZP0+\na9V3tFez89wFzCZZAbNAMbpfIj+fN5qP95ZYqW8/Z4n+PG6+ZAB9E2N4bNVua9V3oPoGJSs7n8uH\nJdHPCpgFlJsv7s+NE1J48oM9fLK3xOlwTAss0Z9HTGQ4i2cOJefIKdbu8Z9LQIPNx3uLOVpWZYN/\nByAR4Zc3pDM0KZ4ly3I4VmZjMPsjS/StmD+pP6ndY3nC+uo7TJYrn+5xkcwaldz6wsbvxEVF8Pvb\nJlJZW889L2ezfPMR3t1xlA37SthRUEbeyQrKKmppsH58xzR7M5P5QlREGA9cNYwfvLqNVbuKmDO6\nj9MhBZWTZ2t4f9cxbps80AqYBbChyQn8n2+O5fuZufz7kebvKheB+OgIEmMj6RoTSdfYL54nxkbS\nNbbxZ8RXp8VEEhMZhoh9Ud8elugvwI0TUnj2w308vmoPs0b2tqtCfGhFTgG19Wp154PAvHH9mDUy\nmdKKWk5X1lJW2eRnVV2T5+7ppyvrOFRS8fnrszXnH7YwKjzs8w+Brl/6EIj40gdC44fFFx8o7mUi\nwkO3A8MS/QWICA9jyaxhPLR8K3/fcYy5Y/s6HVJQUFUyXXmMTU1kRB8rYBYM4qIiiIuKaNeoYLX1\nDZRX1Z3zAeH+QGh83jjvtGe5/JMVlHmWrWula6hLVPjnZwlffFh89ayia0zEOWcYkXSJCg/oswlL\n9Bdo3rgUnvlwP0+s3sM16X0It1a917YXlPHZsXJ+eX166wuboBcZHkaPLlH06BLV5nVVlcraek5X\n1n3pA+GLn3Wfnzk0fmgUnKrk06PuaeWtDKoSHiYtnjk0d4bR9AMlMTaSqAhnzyYs0V+g8DDhwVnD\nWPxKDiu3FnL9hBSnQwp4yzfnER0RxtetgJnxkoh8fjbRJzGmzevXNyhnqr565nC+s4qjZZWfd0lV\n1zWcd/sxkWFf6kpq+oFw6+SBpPVOaO+vfkEs0bfBtel9GdFnH0s/2Mt1Y/uGdJ+ftypr6nkrt5Br\nx/S1AmbGceFhQmJcJIlx7XsvVtXWNzljqGvyPcQX31GUVXg+NKpqOV5exb7j7g+Pq9P7WKL3J2Fh\nwkOz0/jun7N5I6eA+Xbdd7u9u/Mo5dV1zM+wO2FN4IuJDCcmMpzkhLafTXQGa5K20ZxRvUlP6cpT\na/ZSW3/+0zXTsszN+QzoEcfki6yAmTEdzRJ9G4kID89OI+9kJVmufKfDCUiHT5zlHwdOMH9Sql2q\nakwnsETfDjOGJzO+fzeeXrOX6rrzX/trvurV7HzCBG6ybhtjOoUl+nYQEb4/J43CsiqWbcpzOpyA\nUt+gvJqdzxVpSfRNtAJmxnQGS/TtNG1oLy4Z1INnPtxHVa216i/UR54CZjaKlDGdx6tELyJ/EpGN\nIrLW85gnIuNEZJ1n+koR6e6rYP2JiPDwnDSOl1fzl42HnQ4nYGS58ujRJYpZI3s7HYoxIcPbFv0A\nYLqqTlfV6cBKYBmwRFUn4x4v9lEv9+G3Jg/uydShPfnDuv1U1Jz/zjoDJ85Us2pXEdePT3H8TkFj\nQom3/23dgD+IyEci8jQwFihV1VzP/BeAuV7uw689PDuNkjM1vLTBWvWtWZFbaAXMjHGAt4neBfxU\nVa8AioEngWONM1W1hhZuyhKRRSLiEhFXcXHgDuoxaWAPrkxL4o8f7ae8qtbpcPyWqpK5OY9xqYkM\n79OxdwEaY77M28HBF6lq42UnWZ6fn48eISLRQE0L6z6nqhmqmpGUlORNGI57eHYapypq+e/1h5wO\nxW9tyy9jd1E5C6w1b0yna3eiF5FYEfmFiDSWmvsa7hZ+vIg0liO8HXc/fVAb178bs0b25vmPD1BW\nYa365ix35RETaQXMjHFCuxO9qlYCJcAmEVkHTML9xeudwPMish6YBzzigzj93sOz0yivquOFTw44\nHYrfqaypZ2VuIdem96VrjBUwM6azeVXUTFWXAkvPmZwLTPFmu4FoVL+uXDumDy9+cpC7pl5E93bU\n1A5Wf9/RWMDMum2McYJd4+ZDD85Ko6K2nj9+ZK36pjJdeQzsGcfkwT2cDsWYkGSJ3ofSeifw9bH9\neGnDIYrLq50Oxy8cPnGWjQdOMn9SakAPxWZMILNE72NLZg2juq6eP6zb73QofiHL5SlgNsm6bYxx\niiV6HxuSFM8NE1L5y8bDFJ2ucjocRzUWMLsyLaldw7sZY3zDEn0HWHLVMOoblGc+3Od0KI76aE8x\nx05bATNjnGaJvgMM6BnH/IxUlm3Ko+BUpdPhOCbTU8DsKitgZoyjLNF3kMUzh6EoT68JzVb9iTPV\nrP60iBsmWAEzY5xm/4EdJKVbLDdfPIAsVx5HTlQ4HU6neyOngNp6tW4bY/yAJfoOdN+MoYSFCU+t\n2et0KJ0IXD19AAAPXUlEQVRKVcl05TGufzcrYGaMH7BE34H6JMZw26UDeX1LPgeKzzgdTqfZml/G\nnqIzLLTWvDF+wRJ9B7tn+hCiI8JZ+kHotOqXb3YXMLtuXF+nQzHGYIm+wyUlRPPtywby1tZC9hSV\nOx1Oh6usqWfl1kKuHWMFzIzxF5boO8F3rxhCXGQ4S1cHf6v+ne1HOVNdZ1/CGuNHLNF3gh5dorhr\n2kW8vf0ouwpPOx1Oh8p05TGoZxyXXmQFzIzxF5boO8nd0waTEBPBE6v3OB1KhzlUcpZ/HjzJ/Iz+\nVsDMGD9iib6TJMZFcve0wazaVcS2/FNOh9MhsrLzCBP45sRUp0MxxjRhib4T3TVtEN3iInl8VfC1\n6uvqG3g1O5/pw5OtgJkxfsYniV5Efioiaz3Px4nIOhHZKCIrRaS7L/YRDBJiIll0xWDW7i4m+3Cp\n0+H41Ed7iyk6Xc2CDGvNG+NvvE70IpIBXOR5LsAyYImqTsY9MPij3u4jmNwxZRA9u0Tx+KrdTofi\nU5mb8+nZJYqZI6yAmTH+xqtELyKxwBPADz2T0oBSVc31vH4BmNvCuotExCUiruLiYm/CCChdoiO4\nZ/oQ1u87wcYDJ5wOxydKrICZMX7N2//K3wBLVfW453VP4FjjTFWtoYUByFX1OVXNUNWMpKQkL8MI\nLLdNHkhSQjSPr9qDqjodjtdW5BRQ16AsuNiunTfGH7U70YvI1UB3VX21yeQiILnJMtFATfvDC04x\nkeHcN30Imw6eZP2+wG7VqyrLN+cxvn830npbATNj/JE3LfrrgCQRWSEiK4B04H8D8SKS7lnmdtz9\n9OYcN18ygL6JMTy2andAt+pz806x9/gZFlpr3hi/1Wy3yoVQ1fubvhaRtar6bREZDzwvIg3ACeAO\nL2MMSjGR4SyeOZQfv7GDtbuLmTEiufWV/FCmK4/YyHCuG2sFzIzxVz775kxVp3t+5qrqFFWdqqrz\nVDW4riP0ofmT+pPaPTZg++oraupYufUo147pS4IVMDPGb9klEg6KigjjgauGsb2gjPd3FTkdTpu9\ns/2Yp4CZXTtvjD+zRO+wGyekMKhnHE+s2kNDQ2C16hsLmF1iBcyM8WuW6B0WER7GklnD+OxYOX/f\ncaz1FfzEwZKzbLICZsYEBEv0fmDeuBSGJsfzxOo91AdIqz7L5S5gdtMk67Yxxt9ZovcD4WHCg7OG\nse/4GVZuLXQ6nFY1FjCbMTyZ3l2tgJkx/s4SvZ+4Nr0vI/oksPSDvdTVNzgdznmt21PM8fJq5tso\nUsYEBEv0fiIsTHhodhoHS87yek6B0+GcV6Yrj17xUVw1MjCv/Tcm1Fii9yNzRvVmTEoiT32wl5o6\n/2zVF5dX88Gnx7lhQgqR4fb2MSYQ2H+qHxERHp6dRn5pJa9m5zsdTrM+L2Bm3TbGBAxL9H5m+vAk\nxvfvxtNr9lJdV+90OF+iqix35TFhQDeGWQEzYwKGJXo/IyJ8f04ahWVVLNuU53Q4X5KTd4p9x8+w\n0FrzxgQUS/R+aNrQXlwyqAfPfLiPqlr/adVnbnYXMJtrBcyMCSiW6P2QiPDwnDSOl1fzl42HnQ4H\naCxgVsjcsVbAzJhAY4neT00e3JOpQ3vy+7X7OVtd53Q4vL3tKGdr6u1LWGMCkCV6P/bw7OGcOFvD\nS/845HQoZLnyGdyrCxcP6u50KMaYNrJE78cmDezO9OFJPPfRAcqrah2L40DxGTYdsgJmxgQqrxK9\niPxARDaISI6IvCgiUSIyTkTWichGEVkpItYE9MJDs9I4VVHLf68/5FgMWdn5hIcJ35yY4lgMxpj2\n82Zw8F5AIjBVVScAccA3gGXAElWdjHu82Ed9EWioGte/G7NG9ub5jw9QVtH5rfq6+gZey85nxvAk\nkq2AmTEBqd2JXlVLVPXHqqoiEg90BfYApaqa61nsBWCuD+IMaQ/PTqO8qo4XPjnQ6fteu9sKmBkT\n6LzuoxeRl4GDwIdAPPD56BmqWkMLA5CLyCIRcYmIq7i42Nswgtqofl25dkwfXvzkICfP1nTqvhsL\nmM0M0MHLjTE+SPSqeiswEJgMjAA+zwgiEg00m5lU9TlVzVDVjKSkJG/DCHoPzkqjoraeP360v9P2\nWVxezZrPjnPjxFQrYGZMAPOmj368iNwBoKoVuLttEoB4EUn3LHY77n5646W03gnMG9eP/9lwmOLy\n6k7Z5xs5+Z4CZjaKlDGBzJtm2m7gMk/3y8fAIOB54E7geRFZD8wDHvE2SOP2wFXDqK6r5w/rOr5V\nr6os35zHxAHdGJpsBcyMCWTN9p9fCFWtBL7bzKxcYEq7IzItGpIUzw0TUvnLxsMsumJwhw7jt+XI\nKfYXn+XX3xzTYfswxnQO63gNMEuuGkZ9g/LMh/s6dD+Zm/OIiwpn7th+HbofY0zHs0QfYAb0jGN+\nRirLNuVRcKqyQ/ZxtrqOv20rZO6YvsRHt/ukzxjjJyzRB6DFM4cB8PSavR2y/be3ewqYXWzXzhsT\nDCzRB6CUbrHcfEl/slz5HDlR4fPtZ7nyGJzUhYyBVr3CmGBgiT5A3TdjKGFhwlM+btXvLz7D5kOl\nLLACZsYEDUv0Aap31xhuu3Qgr2/J50DxGZ9tN8vlLmB2oxUwMyZoWKIPYPdMH0J0RDhLP/BNq76u\nvoHXtuQzY3gyyQlWwMyYYGGJPoAlJUTz7csG8tbWQvYUlXu9vQ93F1NcXm13whoTZCzRB7jvXjGE\nuMhwnly9x+ttuQuYRTPDCpgZE1Qs0Qe4Hl2iuGvaRbyz/Rg7C8vavZ3j5VWs+ew435yYYgXMjAky\n9h8dBO6eNpiEmAieWNX+vvo3thRQ36BWd96YIGSJPggkxkVy97TBrP60iG35p9q8vqqy3JXHpIHd\nGZoc3wERGmOcZIk+SNw1bRDd4iJ5fFXb++q3HCnlQPFZFlpr3pigZIk+SCTERLLoisGs3V1M9uHS\nNq273FPA7NqxfTsoOmOMkyzRB5E7pgyiZ5coHl+1+4LXcRcwO8p1Y62AmTHByhJ9EOkSHcE904ew\nft8JNh44cUHrvL3tKBU19SywbhtjgpZXiV5EFojIP0TkYxHJFJE4ERknIutEZKOIrBQRq4zViW6b\nPJDkhGgef38Pqtrq8pmeAmaTrICZMUHLmzFjewA/AGaq6uXAYeA7wDJgiapOxj1e7KO+CNRcmJjI\ncO6bMZRNh07yyb6S8y677/gZXIdLWWgFzIwJau1O9Kp6EpjmGVIQ3MMSVgGlqprrmfYCMNe7EE1b\nLby4P30TY3h81flb9VnZeYSHCTdYATNjgppXXTeqWiUiMSKyFIgFdgDHmsyvoYVxaUVkkWdgcVdx\ncbE3YZhzxESGs3jmUHKOnGLt7uaPbW19A69lFzBzhBUwMybYedtHnwq8Abyrqt/DneSTm8yPBmqa\nW1dVn1PVDFXNSEpK8iYM04z5k/qT2j22xVb9h58dp+RMtX0Ja0wI8KaPPgb4E7BIVf8OoKr7gXgR\nSfcsdjvufnrTyaIiwnjgqmFsLyjj/V1FX5mf6conKSGaGcPtQ9aYYOfNhdOzgJHAn5t8kbcGuBN4\nXkQagBPAHd4EaNrvxgkp/H7tfp5YtYfZI3sTFub+Ox0/XcWHu49z9+UXEWEFzIwJeu1O9Kr6N6Cl\nb/GmtHe7xnciwsNYctUwHlyeyzs7jnLd2H4AvJ7jLmBm3TbGhAZrzgW5r4/rx9DkeJ5cvZf6BkVV\nydycR8bA7gxJsgJmxoQCS/RBLjxMeHDWMPYdP8PKrYVkHy7lQMlZFlxsrXljQoUVNwkB16b3ZUSf\nfSz9YC8T+nejS1Q4c8dYATNjQoW16ENAWJjw0Ow0Dpac5fWcAq4b248uVsDMmJBhiT5EzBnVmzEp\niQAsuNgG/zYmlFizLkSICL+6cQzv7TzGxAFWwMyYUGKJPoSkpySS7mnVG2NCh3XdGGNMkLNEb4wx\nQc4SvTHGBDlL9MYYE+Qs0RtjTJCzRG+MMUHOEr0xxgQ5S/TGGBPk5HyDR3daECLFwOF2rt4LKPFh\nOL5icbWNxdU2Flfb+Gtc4F1sA1W11WHi/CLRe0NEXKqa4XQc57K42sbiahuLq238NS7onNis68YY\nY4KcJXpjjAlywZDon3M6gBZYXG1jcbWNxdU2/hoXdEJsAd9Hb4wx5vyCoUVvjDHmPCzRG2NMkAuY\nRC8iN4lIpogcaWH+AyKySURyReRf/Siutec8LumkuBaIyD9E5GNPfHHnzHfqeLUWl1PH6wciskFE\nckTkRRGJOme+U8ertbgcOV5N9v9TEVnbzHRHjtcFxOXY8RKRP4nIxib7nnfO/I47ZqoaEA/gStw3\nFhxrZt5U4B9AlOfxCZDhdFye+f9w4Fj1AFxArOf1b4AHnD5ercXl4PHqBfwnX3xntQyY7wfH67xx\nOXW8muw7A3gRWHvOdMf+H88Xlx8crzVATAvzOvSYBUyLXlXXqWpLd49dB/y3qtaoag3uP/I3nI5L\nRCKAbp6W60ci8gsRCe+EmE4C01S10jMpAqhssogjx6u1uBw8XiWq+mNVVRGJB7oCO5os4tTxOm9c\nTh0vz75jgSeAHzYz27H/x/PF5eTx8ugG/MGz76fPOZvt0GMWMIm+FT2BY01eHwWSHYqlqXhgLbAI\nmA70Be7ujB2rapWIxIjIUiAW9xunkWPHq5W4HDteACLyMnAQ+BD4rMksR99f54nLyeP1G2Cpqh5v\nZp6Tx+t8cTn6/sJ9NvtTVb0CKAZ+2mRehx6zYEn0RXz5oPTxTHOUqp5S1Xs8PxuA14HO6nNOBd4A\n3lXV76lqfZPZjh2v88Xl5PHy7P9WYCAwGbijySxH318txeXU8RKRq4HuqvpqC4s4crxai8sP3l+L\nVDXP8zLrnH136DELlkT/JvBtEYn0nIrdAbzlcEyISB8R+Q8REc+ka4AtnbDfGOBPwCJV/Xszizhy\nvFqLy8HjNV5E7gBQ1QpgD+7T7EZOHa/zxuXU8cLdzZAkIitEZAWQLiL/02S+U/+P543LweOFiMR6\nuooav0z/2jn77tBjFuGrDTnB8636zarqEpG3gE1AHbBMVV1Ox4X7Ezke2CIiZ4BcOucOvVnASODP\nX7ynWQPMxNnjdd64cO547QbuEZH7cX9nkA/80g/eX+eNC4eOl6re3/S1iKxV1W87fbxaiwvn3l+o\naqWIlACbRKQMKAC+21nHzO6MNcaYIBcsXTfGGGNaYIneGGOCnCV6Y4wJcpbojTEmyFmiN8aYIGeJ\n3hhjgpwlemOMCXL/Hy1Oq0Jm3pMmAAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x111aabcc0>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img51]\n",
"img is: [img51]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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v6C2O7qhuYs+JFqvDUV5wrOkCq7bVck9BDulxEVaHE/SuzoznWkcCy8sDu/mF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\npZQKEJrQlVIqQPx/A/dCsghPPtwAAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10bd4e668>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img52]\n",
"img is: [img52]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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VeLj38ok68KUAOHqyhbcPn+T/feYiHA59TajhNejz0I0xV/n/3WWMWWiMudQY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\n/hkmHr8EEgAAAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10d800c88>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img53]\n",
"img is: [img53]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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LyUqjtbOXl4sqRt5YTQllDVd492wdj65OITTI3+pwvMKUTuhdvX08e7iMmxfE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\naQKJUaFWh/uFquYO3vqohm1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"text/plain": [
"<matplotlib.figure.Figure at 0x10e420da0>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img54]\n",
"img is: [img54]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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Bqnqtqn5FVU+paoGqDlPV4ao6TlXLfF1ssLm5bwdG9UzjmXe3cujEeafLabTn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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10f903b38>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img55]\n",
"img is: [img55]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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lKugi8riILBeRdSLylohEiEiSiCwSkZUiMk9Eans7bDD5041t6dCoJr+fvZ4D\nx3OcjmMqSYorjWrhodyUaI24TOUrtaCLSD2gFtBHVbsA0cBQYAbwiKr2BD4Hnvdm0GATGeaeui6/\noIhHpqdSUFjkdCRTQWfyCpi3/oA14jJeU2pBV9UsVX1SVVVEYoCawA7gmKqmejabBgwqaX8RGSsi\nLhFxZWZmVlrwYHBZver87eZOrNpzlNe+/sHpOKaC5m886G7EZbMSGS8p8xi6iLwP/Ah8C8QAB8+t\nU9U8IKyk/VR1iqomq2pyXFxcBeMGn2FdGjOiWwITv93J8p1ZTscxFZCyOo3L6lWne3MbnTTeUeaC\nrqq/BJoBPYG2QPy5dSISCdical7y3NAOtKhXnUdmppJ1KtfpOOYS7M48xao9RxmRnGCNuIzXlGUM\nvbOI3AmgqmdwD7fUAGJEpKNns9txj6MbL4iOCGPSmK4cz8nntynrKSqyVrv+ZtaadGvEZbyuLFfo\n24HennHwJUBzYCpwFzBVRJYBQ4BnvBXSQLuGNXnmpvYs3pHJlCW7nY5jyqGgsIg5a9K5qk089Wta\nIy7jPSWOexenqjnA/SWsSgV6VXoic0G/vKIpy3dl8dKC7fS4rA5dm9pYrD9YtCOTwydzGWH3nhsv\nsw8W+RER4YVbEmlQK4rxH6zjeI5NXecPUlxp1IuJ4Bft4kvf2JgKsILuZ2pVC2fSmK4cOnGWJ+Zs\nsKnrfFzmyVy+3nqYW7omEB5qv27Gu+wV5oc6N4nl8YFt+HzTQf79/T6n45iL+L9GXPZmqPE+K+h+\n6t6+LRjQJo6/fLqFLftPOB3HlEBVmelKo2vTWFrFWyMu431W0P1USIjwzxFJxFYLZ9z0tZzOLXA6\nkjnP2n3Z7LRGXKYKWUH3Y3VjIpkwujM/Zp3mmY9t6jpfM+tcI66kRk5HMUHCCrqf692yHuOvvpw5\na9P5cG2603GMx+ncAuat38+gxIbERJZ6d7AxlcIKegB4+OpW9LisDk/N3cSuzFNOxzHA/I0HOJ1X\naI24TJWygh4AwkJDeG10FyLDQhj/wTrO5tvUdU5LcaXRol51kpvZh79M1bGCHiAa1IrinyOT2HLg\nBC/M3+p0nKC2O/MUq/ccY0RyE2vEZaqUFfQAcnXb+tzb9zLeXbGXzzYccDpO0EpxpRMaItzatbHT\nUUyQsYIeYB4f2JakJrGMm76Wv322xYZfqlhBYRFz1qZzVZs44q0Rl6liVtADTERYCB/cewW/vKIp\nU5f8yKC46ARGAAAN/UlEQVTXlrA+LdvpWEHju+2ZZFojLuMQK+gBqHpkGH8d1on3ft2DM3mF3PL6\ncl5asJ28ApuX1NvcjbgiubqtNeIyVc8KegDrd3kcCx7rzy1dGjPp250MnbzM2gR4UebJXL7Zdphb\nuza2RlzGEfaqC3A1o8J5cUQS0+5IJvNkLkMnL2XSNz9QUGhX65Xtw7XpFBSpDbcYx1hBDxLXtK/P\nl4/1Z2DHhry0cAe3vr6cnYdPOh0rYKgqKa40ujWrTav4GKfjmCBlBT2I1K4ewcTbujB5TFf2HT3D\nja8tZeri3RTaHKUVtnbfMXZlnrY2ucZRVtCD0KDEhix87EqubB3H3+ZvZfSUFew9ctrpWH4tZXU6\n0RGhDEq0RlzGOVbQg1RcjUim3N6Nl0cmse3gSQZOWMJ7K/ZQZFfr5XY6t4BPN+xnUCdrxGWcVaaC\nLiIjRWSFiCwRkRQRiRaRJBFZJCIrRWSeiFjTCj8jItzSNYGFj/Wn+2V1ePrjzdz+1vdkZOc4Hc2v\nfGaNuIyPKLWgi0gd4HHgalXtB+wF7gNmAI+oak/gc+B5bwY13tOwVjXevbs7L9zSidR92Qx8ZTEp\nq9NsvtIySlmdRou46nSzRlzGYaUWdFU9CvRV1XOXbWHAWeCYqqZ6lk0DBnknoqkKIsJtPZryxaP9\nad+oJo/P2cCv33Vx+MRZp6P5tF2Zp3DtPcZIa8RlfECZhlxU9ayIRInIq0A1YBNwsNj6PNyF/j+I\nyFgRcYmIKzMzszIyGy9qUiea6ff15M+D27N8VxbXvrKYj1Mz7Gr9AlJcaYSGCLdYIy7jA8o6hp4A\nfAR8oaoP4C7m8cXWRwJ5Je2rqlNUNVlVk+Pi4iohsvG2kBDh7j6XMf/hfrSIq84jM1L5zftrOXIq\n1+loPiW/sIg5azK4qk088TWsEZdxXlnG0KOAd4Cxqvo5gKruAmJEpKNns9txj6ObANIiLobZD/Tm\niRva8vXWw1z3ymK+2HSw9B2DxHfbM8k6lWtvhhqfUZZ7rK4B2gHvFRsj/Aa4C5gqIkXAEeBObwQ0\nzgoNER64siVXtYnntympPPDvNdzcpTHPDu5Arehwp+M5auZqdyOuAW3sL0/jG0ot6Kr6KXChAcJe\nlRvH+Ko2DWow96E+TP52J5O+2cnyXVn8/dZErmoTnF0FD588y7fbD3Nvv8usEZfxGfZKNGUWHhrC\no9e0Zu5DfahVLZy7317NE3M2cPJsvtPRqtyHazMoLFJGdLPhFuM7rKCbcuvYuBbzxvflgStbkuJK\nY+CEJSzfleV0rCpzrhFXsjXiMj7GCrq5JJFhoTxxQ1tmPdCbiLAQxkz9nmc/2cyZvAKno3ndmr3H\n2J15mpHWJtf4GCvopkK6NavN/If7cXef5ryzfA83vrqENXuPOh3Lq1JcaZ5GXA2djmLMz1hBNxVW\nLSKUPw/uwPT7elJQpAx/YwUvzN8akBNUn8ot4NMNB7gpsSHVrRGX8TFW0E2l6dWyLl882p/R3Zvy\n5uLdDJ64lI3px52OVanmbzjAGWvEZXyUFXRTqWIiw3jhlk68c3d3Tp4tYNj/LuPlL3cEzATVM13u\nRlxdm1ojLuN7rKAbrxjQJp4Fj/VnaOdGvPb1DwybvIxtB/17guqdh0+xZu8xRlkjLuOjrKAbr6lV\nLZyXR3Zmyu3dOHzyLIMnLmXytzv9doLqWZ5GXDdbIy7jo6ygG6+7rkMDFj52Jde1b8CLC7Yz/I0V\n7Mo85XSscskvLGLO2nSubmuNuIzvsoJuqkSd6hFM/mVXJt7WhT1HTnPjq0uYtmS330x59+22w2Sd\nymOU3XtufJgVdFOlBic1YuFj/enbqh5//Wwro6euZN+RM07HKlWKK424GtaIy/g2K+imysXXiGLa\nncm8ODyRrftPMPDVxfx75V6fnUTj8ImzfLs9k1u7JhBmjbiMD7NXp3GEiDAiuQkLHutPt2a1eWru\nJu54axX7fXCC6jnnGnElJzgdxZiLsoJuHNUothr/uqcHfx3WkTV7j3H9K4uZ5fKdCapVlVmuNLo3\nr03LOGvEZXybFXTjOBHhVz2b8cUj/WnXsCZ/mL2B+/7l4vBJ5yeodu09xu6s04ywN0ONH7CCbnxG\n07rRzBjbk6cGtWPJD1lc98pi5q3f72imlNVpVI8IZVAna8RlfJ8VdONTQkKEe/u14LOH+9GsbnXG\nT1/HQx+s5ejpEucg96pTuQV8tvEANyU2skZcxi9YQTc+qVV8DHMe6MUfrm/Dws0Hue6VRSzcXLUT\nVH+2YT9n8goZaY24jJ+wgm58VlhoCA9d1YpPxvUlvkYUY99bw29TUjmeUzVT3s1cnUbLuOp0bRpb\nJcczpqKsoBuf165hTeY+1IeHr27Fx6n7uf6VxSzakenVY+48fJK1+7IZ1d0acRn/UWpBF5HhIpIi\nIvuKLUsSkUUislJE5omI9RI1XhURFsJvr2vDR7/pTUxUGHe+tYo/fbiRU7nemfIuxZVOWIhwcxe7\n99z4j7JcoWcCvwEiAMR9uTIDeERVewKfA897LaExxSQmxPLp+L7c378FM1bvY+CExazYdaRSj5Ff\nWMSHnkZccTUiK/W5jfGmUgu6qi5S1eJTurcGjqlqqufxNGDQhfYXkbEi4hIRV2amd/9MNsEhKjyU\nP93Yjln39yIsRLht6kqem7eZnLzKmfLum3ONuOzNUONnLmUMvS7w0+0GqpoHXPCeLlWdoqrJqpoc\nF2eNjUzlSW5eh/mP9OPOXs14e9kebnxtCWv2Hqvw86asTiO+RiRXtrbXq/Evl1LQDwHx5x6ISCRQ\n9TcJGwNER4Tx3NCOfHDvFeQVFDHijeX8/fNt5BZc2tX6oRNn+Xb7YW7tZo24jP8p9ytWVXcBMSLS\n0bPodtzj6MY4pnerenzxaD9GdGvCG4t2MWTiMjZllH+C6jlr0ylSGNHN3gw1/udSL0HuAqaKyDJg\nCPBMpSUy5hLViArnH8MTefuu7hw7k8ewycuY8NUO8ss45Z27EVc6PZrXoYU14jJ+qMwFXVUbFPs+\nVVV7qWofVR2iqhUfuDSmklzVNp6Fj/XnpsSGTPjqB27+32VsP3iy1P1W7znGj1mnrU2u8Vs2SGgC\nUmx0BBNGd+GNX3XlQLZ7gurXv9tF4UWmvEtxeRpxJVojLuOfrKCbgDawY0MWPNafq9vG848vtjHi\njeXsLmGC6pNn8/lswwEGJzUiOsIacRn/ZAXdBLx6MZG8/quuvDq6M7syT3Pja0t4a+mPP5ug+tMN\nB8jJt0Zcxr9ZQTdBQUQY2rkxCx/rT68WdXn+0y2MmbaStKPuCapTXGm0io+hSxNrxGX8lxV0E1Tq\n14zirbu6849bO7Ep4wQDJyzmnwu3s25fNqOSrRGX8W9W0E3QERFGdW/KF4/2I6lJLBO/2eluxNW1\nsdPRjKkQe/fHBK2E2tH8+9dXkOJKo1CVejHWiMv4NyvoJqiFhAijezR1OoYxlcKGXIwxJkBYQTfG\nmABhBd0YYwKEFXRjjAkQVtCNMSZAWEE3xpgAYQXdGGMChBV0Y4wJEKJ64f7QlX4wkUxg7yXuXg/I\nqsQ4lcVylY/lKh/LVT6BmquZqpY6a3mVFvSKEBGXqiY7neN8lqt8LFf5WK7yCfZcNuRijDEBwgq6\nMcYECH8q6FOcDnABlqt8LFf5WK7yCepcfjOGbowx5uL86QrdGGPMRVhBN8aYAOFTBV1EhotIiojs\nu8D6h0VklYikisjvfSzbd+d99aiiXCNFZIWILPHkiz5vvSPnrAy5nDpfj4vIchFZJyJviUjEeeud\nOl+l5XLkfBU7/tMi8l0Jyx37nSwll2PnS0TeEZGVxY495Lz13jtnquozX8CVuG/AP1jCuj7ACiDC\n87UUSPaFbJ71Kxw4X3UAF1DN8/hF4GGnz1lpuRw8X/WAv/F/7x3NAEb4wPm6aC6nzlexYycDbwHf\nnbfc6d/JEnP5wPn6Boi6wDqvnjOfukJX1UWqeqFPU90EvK2qeaqah/s/5FBfyCYiYUCs50p0sYj8\nRURCqyDTUaCvquZ4FoUBOcU2ceSclZbLwfOVpapPqqqKSAxQE9hUbBOnztdFczl1vjzHrga8AjxR\nwmrHficvlsvJ8+URC7zhOfak8/469eo586mCXoq6wMFijw8A8Q5lOV8M8B0wFhgANATurYoDq+pZ\nEYkSkVeBarhfIOc4ds5KyeXY+QIQkfeBH4FvgW3FVjn6GrtILifP14vAq6p6uIR1Tp6vi+Vy9PWF\n+6/Tp1W1P5AJPF1snVfPmT8V9EP8/Adv4FnmOFXNVtUHPf8WAR8CVTUmnAB8BHyhqg+oamGx1Y6d\ns4vlcvJ8eY7/S6AZ0BO4s9gqR19jF8rl1PkSkeuB2qo6+wKbOHK+SsvlA6+vsaqa5nk467xje/Wc\n+VNB/xi4Q0TCPX8+3Ql84nAmAESkgYj8l4iIZ9FAYG0VHDcKeAcYq6qfl7CJI+estFwOnq/OInIn\ngKqeAXbg/vP4HKfO10VzOXW+cA8PxInIXBGZC3QUkX8VW+/U7+RFczl4vhCRap4hnnNvat9w3rG9\nes7CKuuJvMXzDvZoVXWJyCfAKqAAmKGqLl/Ihvv/sDHAWhE5BaRSNZ8MuwZoB7z3f69dvgGuxtlz\ndtFcOHe+tgMPish43GP66cBffeA1dtFcOHS+VHV88cci8p2q3uH0+SotF869vlDVHBHJAlaJyHEg\nA7i/qs6ZfVLUGGMChD8NuRhjjLkIK+jGGBMgrKAbY0yAsIJujDEBwgq6McYECCvoxhgTIKygG2NM\ngPj/w6mu1sFzZ1EAAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x1112604e0>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img56]\n",
"img is: [img56]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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"text/plain": [
"<matplotlib.figure.Figure at 0x10be69240>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img57]\n",
"img is: [img57]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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mrd3OPy7rTJPalYOOI1KuRVL0S4DKZnZM+PZZQBpQ1czah6cNAD6NYB1SBn00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\nGPf//gQay0xhGPQAAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10fb2e588>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"pl is: ![img58]\n",
"img is: [img58]:data:image/png;base64,\n"
]
},
{
"data": {
"image/png": 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