imregnotebook2.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import random,numpy as np\n",
    "from PIL import Image\n",
    "import matplotlib.pyplot as plt\n",
    "from skimage.measure import structural_similarity as ssim\n",
    "import cv2\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def mse(imageA, imageB):\n",
    "\n",
    "    err = np.sum((imageA.astype(\"float\") - imageB.astype(\"float\")) ** 2)\n",
    "    err /= float(imageA.shape[0] * imageA.shape[1])\n",
    "    \n",
    "    # return the MSE, the lower the error, the more \"similar\"\n",
    "    # the two images are\n",
    "    return err\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def black(image, no_of_points):\n",
    "\n",
    "    #black = []\n",
    "    for points in range(no_of_points):\n",
    "        rand_row = random.randint(0,len(image)- 1)\n",
    "        rand_col = random.randint(0,len(image[0]) - 1)\n",
    "        if((image[rand_row][rand_col] == 1)):\n",
    "            image[rand_row][rand_col] = 0\n",
    "            #black.append((rand_row,rand_col))\n",
    "        else:\n",
    "            points -= 1\n",
    "    return image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "def createImage(row, col, no_of_points):\n",
    "    \n",
    "    Z = np.random.random((row,col))\n",
    "    img = np.ones((row,col))\n",
    "    \n",
    "    #blac = black(img, no_of_points)\n",
    "    img = black(img, no_of_points)\n",
    "    \"\"\"\n",
    "    for cord in blac:\n",
    "        img[cord[0], cord[1]] = [0,0,0]\n",
    "    \"\"\"\n",
    "    return img\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def newPopulation(pop_max, target_img, num_of_points):\n",
    "    \n",
    "    row = len(target)\n",
    "    col = len(target[0])\n",
    "    population = []\n",
    "    for image in range(pop_max):\n",
    "        im = createImage(row, col, num_of_points)\n",
    "        population.append(im)\n",
    "        \n",
    "    return population"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 177,
   "metadata": {},
   "outputs": [],
   "source": [
    "def fitness(image, target):\n",
    "    \n",
    "    \n",
    "    \"\"\"\n",
    "    ms = mse(image, target)\n",
    "    score = 1/(10**(ms))\n",
    "    return (score**4)*100\n",
    "    \n",
    "    \"\"\"\n",
    "    score = 0\n",
    "    for row in range(len(image)):\n",
    "        for col in range(len(image[0])):\n",
    "            if(((image[row][col] == 0) and (target[row][col] == 0)) ):\n",
    "                score += 2\n",
    "            \n",
    "    return (2**score)**2\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 165,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def populationFitness(population, target):\n",
    "    \"\"\"\n",
    "    score = []\n",
    "    min_score = 999\n",
    "    for image in population:\n",
    "        fitness_score = fitness(image, target)\n",
    "        score.append(fitness_score)\n",
    "        \"\"\"\"\"\"\n",
    "        if(fitness_score<min_score):\n",
    "            min_score = fitness_score\n",
    "        \"\"\"\"\"\"\n",
    "    \n",
    "    for i in range(len(score)):\n",
    "        #score[i] = score[i] - min_score + 1\n",
    "        score[i] = int (score[i] )\n",
    "    \n",
    "    return [population, score]\n",
    "    \"\"\"\n",
    "    score = []\n",
    "    min_score = 9999999\n",
    "    for image in population:\n",
    "        fitness_score = fitness(image, target)\n",
    "        score.append(fitness_score)\n",
    "        if(fitness_score<min_score):\n",
    "            min_score = (fitness_score)\n",
    "    \n",
    "    for i in range(len(score)):\n",
    "        score[i] = score[i] - min_score + 1\n",
    "        score[i] = int (score[i] )\n",
    "        \n",
    "    return [population, score]\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 159,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def matingPool(population_fitness):\n",
    "    \"\"\"\n",
    "    population = population_fitness[0]\n",
    "    score = population_fitness[1]\n",
    "    pool = []\n",
    "    for i in range(len(population)):\n",
    "        for j in range(score[i]):\n",
    "            pool.append(population[i])\n",
    "    return pool\n",
    "    \"\"\"\n",
    "    population = population_fitness[0]\n",
    "    score = population_fitness[1]\n",
    "    pool_norm_score = []\n",
    "    maxm = 0\n",
    "    for i in range(len(population)):\n",
    "        if(score[i]>maxm):\n",
    "            maxm = score[i]\n",
    "    for i in range(len(population)):\n",
    "        pool_norm_score.append(score[i]/maxm)\n",
    "    \n",
    "    return pool_norm_score\n",
    "        \n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 120,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import random \n",
    "def createChild(img1, img2, num_of_points):\n",
    "    row = len(img1)\n",
    "    col = len(img1[0])\n",
    "    black = []\n",
    "    Z = np.random.random((row,col))\n",
    "    G = np.ones((row,col))\n",
    "    num_points = 0\n",
    "    for i in range(row):\n",
    "        for j in range(col):\n",
    "            if((img1[i][j] == 0) and (img2[i][j] == 0)):\n",
    "                p = 0.9\n",
    "            elif((img1[i][j] == 0) or (img2[i][j] == 0)):\n",
    "                p = 0.3\n",
    "            else:\n",
    "                p = 0.1\n",
    "            n = random.random()\n",
    "            if(n<p):\n",
    "                G[i][j] = 0\n",
    "                black.append([i,j])\n",
    "                num_points += 1\n",
    "            if(num_points > num_of_points):\n",
    "                break\n",
    "    return G,black\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 150,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'\\ndef createChildren(pool, pop_max, num_of_points):\\n    \\n    population = []\\n    population_points =[]\\n    for i in range(pop_max):\\n        \\n        rand1 = random.randint(0,len(pool)-1)\\n        rand2 = random.randint(0,len(pool)-1)\\n        child,black = createChild(pool[rand1], pool[rand2], num_of_points)\\n        population.append(child)\\n        population_points.append(black)\\n    \\n    return population,population_points\\n    \\n'"
      ]
     },
     "execution_count": 150,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\"\"\"\n",
    "def createChildren(pool, pop_max, num_of_points):\n",
    "    \n",
    "    population = []\n",
    "    population_points =[]\n",
    "    for i in range(pop_max):\n",
    "        \n",
    "        rand1 = random.randint(0,len(pool)-1)\n",
    "        rand2 = random.randint(0,len(pool)-1)\n",
    "        child,black = createChild(pool[rand1], pool[rand2], num_of_points)\n",
    "        population.append(child)\n",
    "        population_points.append(black)\n",
    "    \n",
    "    return population,population_points\n",
    "    \n",
    "\"\"\"\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 155,
   "metadata": {},
   "outputs": [],
   "source": [
    "\"\"\"\n",
    "import random\n",
    "def createChildren(pool_norm_score, pop_max, num_of_points,old_population):\n",
    "    \n",
    "    population = []\n",
    "    population_points =[]\n",
    "    for i in range(pop_max):\n",
    "        \n",
    "        index1 = 0\n",
    "        r = random.random()\n",
    "        while(r>0):\n",
    "            r = r - pool_norm_score[index1]\n",
    "            index1+=1\n",
    "        \n",
    "        index1-=1\n",
    "        \n",
    "        index2 = 0\n",
    "        r = random.random()\n",
    "        while(r>0):\n",
    "            r = r - pool_norm_score[index2]\n",
    "            index2+=1\n",
    "        \n",
    "        index2-=1\n",
    "        \n",
    "       \n",
    "        child,black = createChild(old_population[index1], old_population[index2], num_of_points)\n",
    "        population.append(child)\n",
    "        population_points.append(black)\n",
    "    \n",
    "    return population,population_points\n",
    "\"\"\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 178,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import random\n",
    "def createChildren(pool_norm_score, pop_max, num_of_points,old_population):\n",
    "    \n",
    "    population = []\n",
    "    population_points =[]\n",
    "    for i in range(pop_max):\n",
    "        \n",
    "        index1 = 0\n",
    "        r = random.random()\n",
    "        while(r>0):\n",
    "            r = r - pool_norm_score[index1]\n",
    "            index1+=1\n",
    "        \n",
    "        index1-=1\n",
    "        \n",
    "        index2 = 0\n",
    "        r = random.random()\n",
    "        while(r>0):\n",
    "            r = r - pool_norm_score[index2]\n",
    "            index2+=1\n",
    "        \n",
    "        index2-=1\n",
    "        \n",
    "       \n",
    "        child,black = createChild(old_population[index1], old_population[index1], num_of_points)\n",
    "        population.append(child)\n",
    "        population_points.append(black)\n",
    "    \n",
    "    return population,population_points"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 174,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import random\n",
    "def mutateImage(img,black,black_target):\n",
    "    for i in range(2):\n",
    "        while(True):\n",
    "            rand_index = random.randint(0,len(black)-1)\n",
    "            i_b, j_b = black[rand_index]\n",
    "            if([i_b,j_b] not in black_target):\n",
    "                img[i_b][j_b] = 1\n",
    "                break\n",
    "        while(True):\n",
    "            row_rand = random.randint(0,len(img)-1)\n",
    "            col_rand = random.randint(0,len(img[0])-1)\n",
    "\n",
    "            if((img[row_rand][col_rand] == 1)):\n",
    "                img[row_rand][col_rand] = 0\n",
    "                break\n",
    "            \n",
    "        \n",
    "        \n",
    "        \n",
    "    return img"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 175,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def mutatePopulation(population, chance_of_mutation,population_points,black_target):\n",
    "    for i in range(len(population)):\n",
    "        rand = random.randint(0,100)\n",
    "        black = population_points[i]\n",
    "        if(rand < chance_of_mutation):\n",
    "            population[i] = mutateImage(population[i],black,black_target)\n",
    "    return population\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 180,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 1\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nDmEChzCBQ5jAIUzgECZwCBM4hAkcwn4BNq8w+2Q0LxEAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaad36978>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 2\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad6a5da0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 3\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nRK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf370f60>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 4\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8c8b4e0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 5\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA2tJREFUeJzt3UFqw0AQRcGZ4PtfWVn4AFIMjTOPqrURwubRm/Czr+ta\nQNPPt18AmCNwCBM4hAkcwgQOYQKHMIFDmMAhTOAQ9hp6rj+Pg3n77gMuOIQJHMIEDmEChzCBQ5jA\nIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUPYyKrq3rdjjx/xv8zn\n+M2aXHAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkc\nwgQOYQKHsJFVVUuac6yfvk18D6d9B0+44BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkc\nwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCRkYXmRtH5K04kDjBBYcwgUOYwCFM4BAmcAgTOIQJHMIE\nDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIs6o6ZGr187S11qn3tar6jAsO\nYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzg\nEGZVlVEnrcue9K5rPXtfFxzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZw\nCBM4hAkcwgQOYQKHMIFDmMAhzKrqYaaWP6d8c1EUFxzSBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIE\nDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhbA+tU5q8hHm3k7UuOIQJHMIEDmEChzCB\nQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAoew18RD977dgvvI0EAk\nZLngECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJ\nHMIEDmEjq6rWT+F/cMEhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCB\nQ5jAIUzgECZwCBM4hAkcwkZWVddae+i5wB+44BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4\nhAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUPYL30WNvp2O4YOAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa76f23c8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 6\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad6a7ef0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 7\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa76d7ef0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 8\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa75e8cf8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 9\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad690908>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 10\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa771ccc0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 11\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA2NJREFUeJzt3NGJwzAURUEruP+WnRKyhn0IHWYKECbxQT/mrud5LqDp\ns/sBgDkChzCBQ5jAIUzgECZwCBM4hAkcwgQOYffQuUd9HrfW+vczfSF4non34LpG34WfD+wGhzCB\nQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAib\nWlU9igXUOQculaa4wSFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFD\nmMAhTOAQJnAIEziECRzC1tA65cihFjr9Bica/M9+HuwGhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKH\nMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BB2736AqqmhPc6zc9DSDQ5hAocwgUOYwCFM\n4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQdtSq6s51yrem\nntVaK2+4wSFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQ\nJnAIEziECRzCjlpVnTKxVDq1qnrSsiz7ucEhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgT\nOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwqyqXpZK6XKDQ5jAIUzgECZwCBM4hAkcwgQOYQKH\nMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIRZVWXUWmvkXEu4f+MGhzCBQ5jA\nIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BBmdJFRxhH3\ncoNDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZw\nCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEC\nhzCBQ5jAIUzgEHYPnbuGzgVecINDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYV+yyDb1LSlanAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab793e10>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 12\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa836cc0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 13\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfafddc8d0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 14\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTOAQJnAIEziECRzCBA5hAocwgUPYH1J0K/a4XbA9AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa833f28>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 15\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0973fd0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 16\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfac2e3fd0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 17\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nHMIEDmEChzCBQ5jAIewP9KMx9nI29pMAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaff39fd0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 18\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nCRzCBA5hAocwgUOYwCHsD8i6Mfab+o+9AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab706470>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 19\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb08ae080>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 20\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nCBM4hAkcwgQOYQKHMIFDmMAh7A3udzH0Be5B1wAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a78668>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 21\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a48eb8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 22\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nQufR1YssAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaff4b518>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 23\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab4d8a58>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 24\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a07470>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 25\n",
      "65536\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTOAQJnAIEziECRzCBA5hAocwgUPYN7j6MvYUbRWRAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab6fd5f8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 26\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf3c35f8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 27\n",
      "65536\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a987f0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 28\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad6a7a58>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 29\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA25JREFUeJzt3EFKxEAURdF86f1vuRzoXAQ/MbfPWUARQi41CW/OORfQ\n9HH3AwB7BA5hAocwgUOYwCFM4BAmcAgTOIQJHMJeS+c+6ve4mfnzM7f+ENx41uvae15W/fgxuMEh\nTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkc\nwmZpTdNEJ3xbXMK1qgrvTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCB\nQ5jAIUzgECZwCBM4hAkcwl53P8B/sLF6ubRWu7nQuXIu975bNziECRzCBA5hAocwgUOYwCFM4BAm\ncAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHsNkYhJuZlZW5Jw0Dbo0j8uVJ38Ki\nHz8yNziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQO\nYQKHMIFD2Mqq6nVdJi+XbK21Wil9JKuq8M4EDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFD\nmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4\nhAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAoew18ahM7Nx7HXOWTn3SbwDfsMNDmEChzCB\nQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgT\nOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocw\ngUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAI\nEziECRzCXhuHnnM2joVVM7Ny7p09uMEhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwsYCKnS5wSFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzg\nECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAoewTwy4O+TCmtT/AAAAAElFTkSu\nQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0ab4a58>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 30\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a6a3c8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 31\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nJkHuwNm/wQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad377ac8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 32\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa7741e80>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 33\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ns0oAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad680a90>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 34\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nmMAhTOAQJnAIEziECRzCfgE5SzLvFetRzgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfae029978>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 35\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTOAQJnAIEziECRzCBA5hAocwgUPYF7WhLfUMoA0OAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad343588>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 36\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfac0fe898>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 37\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad38e9e8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 38\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0cf34a8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 39\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nhAkcwgQOYQKHMIFD2Cea6Sn5csQSZQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8c8fa20>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 40\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf3d7b00>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 41\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\njzE7nAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf3fc710>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 42\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab79ec18>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 43\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA2dJREFUeJzt3NFpA0EUBEGtUf4pyyEIgQaxTVUAhzlf837EnNfr9QCa\n/n79BwA7AocwgUOYwCFM4BAmcAgTOIQJHMIEDmHP0XOv+nncOefrz7ztF4KLd/B43PceLvP2n+aC\nQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgT\nOIRNVlVXC50rlj937+Cmb6H4HbjgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5h\nAocwgUOYwCFM4BAmcAgTOIQJHMIEDmGTVdXiOmXdav3Ut/BbLjiECRzCBA5hAocwgUOYwCFM4BAm\ncAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHsMnoIrsRwxXjiE0uOIQJHMIEDmEC\nhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYVdWR1Urp\nbWut/JYLDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocw\ngUOYwCFM4BBmVfUyq7VWmlxwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOY\nwCFM4BAmcAgTOIQJHMIEDmECh7DJquo5Z/FYi6LwIRccwgQOYQKHMIFDmMAhTOAQJnAIEziECRzC\nBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIWyyqnrb+uliBXb1DizW8gkXHMIEDmEC\nhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUPYGY3tWfCD\nvbcLnC44hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIE\nDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM\n4BAmcAgTOIQJHMIEDmHP0XPP6LnAB1xwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5h\nAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIewf8ZMz+G5OKMAAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad691048>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 44\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09c1a58>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 45\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nXn8pAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad613828>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 46\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA35JREFUeJzt3cFKA0EQRdFuyf//8rgQ13HAIumbc9bShOClNvLc13Ut\noOnr1R8AmCNwCBM4hAkcwgQOYQKHMIFDmMAhTOAQ9hh615/Hwbz97AdccAgTOIQJHMIEDmEChzCB\nQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAoewqVXVo+z9dJzyNv93\n/cfEd7uW7/evXHAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZw\nCBM4hAkcwgQOYQKHsD2xTrn3Hpm8tKTJr5OWcAeXZZ8+7IJDmMAhTOAQJnAIEziECRzCBA5hAocw\ngUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBsZXVxrffw64tTQ3pQDBwdH3j2M0UX4\nZAKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzg\nEPZ49Qe446Sl0tNWSqectH5aXIB1wSFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkc\nwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCjlpVPWmhk/MUf79ccAgTOIQJHMIEDmEChzCBQ5jAIUzg\nECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAoewo1ZVaS5/MscFhzCBQ5jAIUzg\nECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAizqrrW2nv/\n+5vWT3kHLjiECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkc\nwgQOYQKHsJHRxYkRw7XmhgwNJFLlgkOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4\nhAkcwgQOYQKHMIFDmMAhTOAQJnAIEziEjayqWimF9+CCQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFD\nmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOISNrKqutfbQu8ANLjiECRzCBA5hAocw\ngUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQ9g0N\n7EDxmbtkrgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa836b00>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 47\n",
      "65536\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab4de710>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 48\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nSUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab707eb8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 49\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0945e10>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 50\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a983c8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 51\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nRK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad792400>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 52\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab4b8630>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 53\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nSUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09f2dd8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 54\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab7a87b8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 55\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb095e198>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 56\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfadff0710>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 57\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nQ5jAIUzgECZwCBM4hAkcwgQOYd88bTj146dHcQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad5fc400>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 58\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad37dc18>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 59\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nHMIEDmEChzCBQ5jAIUzgECZwCPsDt/sz8WEf+nIAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad6552e8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 60\n",
      "65536\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaad58fd0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 61\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf3c4470>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 62\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb093f320>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 63\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab786a58>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 64\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a251d0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 65\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf3ee3c8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 66\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a20d30>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 67\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaff64a20>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 68\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nIUzgECZwCBM4hP0A+8Iq9+X4+fwAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0ce20f0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 69\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfac2e0400>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 70\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nrkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8beafd0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 71\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad6a1630>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 72\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb095e710>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 73\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nYQKHMIFDmMAhTOAQ9gs6qzL4ZZOHxwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0ce2780>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 74\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nhzCBQ5jAIUzgECZwCBM4hAkcwgQOYV8amDL609eGQAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa771cda0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 75\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0959940>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 76\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA2tJREFUeJzt3EGK40AQRcGsQfe/sns10Du1FonwI+IAhZH1qI345/P5\nDND07+0fAOwROIQJHMIEDmEChzCBQ5jAIUzgECZwCLuWzvV5HDMzc85ZOdcXmDMzc/tw3eAQJnAI\nEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYVur\nqiyxUsoTbnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4\nhAkcwgQOYQKHsLO0pmmik1Ub67JfuCx7+xDc4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4\nhAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCro1DNwbxZr5rFG/rGWz5pmfL37nBIUzgECZwCBM4\nhAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMLO0pqmic4l\nFmv55fZlcINDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jA\nIUzgECZwCBM4hF1v/wCesX7KE25wCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocw\ngUOYwCFM4BAmcAgTOIQJHMIEDmEChzCrql/mnLNyrrXWPW/+Z25wCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCrqrOzemmllP/efBfc4BAm\ncAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCztIg\nnMVB2He7FuoGhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocw\ngUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAI\nEziECRzCBA5hAocwgUOYwCHsWjr3LJ0LPOAGhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMJ+ALbJMvK/Jwv6AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaad53828>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 77\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad69a748>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 78\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab6f2fd0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 79\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA2xJREFUeJzt3UGKwzAQAEFp8f+/nL3k7k1g0LqpOgchYpq5mPF+vV4L\naPo5fQFgjsAhTOAQJnAIEziECRzCBA5hAocwgUPYNXSu1+Ng3r77gQkOYQKHMIFDmMAhTOAQJnAI\nEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgEDayVXXv22WPX5n6lvnE\nfZ/23fWpZzblaf/vKSY4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAm\ncAgTOIQJHMIEDmEChzCBQ9ge2k5p5SXMu12Fa4JDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM\n4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCLtOX4DP7H27Z+8rQ8s3OcwEhzCBQ5jAIUzgECZw\nCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAizVRXeihtrTXAI\nEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKH\nMFtV4e3k9tMpJjiECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4\nhAkcwgQOYQKHMIFDmK2qrLXW2nuPnDu1qXTivk+661p/u68JDmEChzCBQ5jAIUzgECZwCBM4hAkc\nwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BC2hzZJzqynZMzTtqqy1lrr9qGZ\n4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzC\nrtMX4H+wHLHJBIcwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKH\nMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZw\nCBM4hAkcwgQOYQKHMIFDmMAh7Bo6dw+dC3zABIcwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jA\nIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCfgHlay74/oebLwAAAABJRU5ErkJg\ngg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfafdfff60>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 80\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa76dd4e0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 81\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa76f1b70>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 82\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hP0CNpAu9AqARWAAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0957da0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 83\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTOAQJnAIEziECRzCBA5hAocwgUPYNyy5KPhE/qmLAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8bac4e0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 84\n",
      "65536\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09190f0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 85\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa89e780>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 86\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf39c7f0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 87\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nQ9gTP9gj+1ZO620AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0aff748>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 88\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA2FJREFUeJzt3NGJxDAMQMHoSP8t50rI3oFY/JgpwBiTh36C5nmeC2j6\n+fYFgD0ChzCBQ5jAIUzgECZwCBM4hAkcwgQOYffSuX6PWzIzK+f6o/HIt329sAkOYQKHMIFDmMAh\nTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgELa1VXXFgVsv\nOUjxOzDBIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAm\ncAgTOIQJHMKO2qpKc/Mne0xwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOY\nwCFM4BAmcAgTOIQJHMIEDmFHLV08aeHgzHz7Cn9y0tte1877nvYGnzDBIUzgECZwCBM4hAkcwgQO\nYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMKO2qp6kq0Nnadta91S\n3IC6wQSHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jA\nIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOY\nwCFM4BAmcAgTOIQJHMIEDmECh7D72xeompmVc5/nWTn3tPvyGRMcwgQOYQKHMIFDmMAhTOAQJnAI\nEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ9gsLcWzaQ/2vW7KNMEhTOAQJnAI\nEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwu6NQ2de\nlz3+y9IGWMgywSFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQJnAIEziECRzCxqZS6DLBIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5h\nAocwgUOYwCFM4BAmcAgTOIQJHMIEDmECh7BfJ70z726P+6IAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0ce2e10>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 89\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nRK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0ceddd8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 90\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad3424a8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 91\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa839978>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 92\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaff07e10>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 93\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb090a128>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 94\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nrkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa76d2320>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 95\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfae02db70>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 96\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0906748>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 97\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAocwgUPYFziEKfrEqZvTAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0973c50>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 98\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nOIQJHMIEDmFvRPUp+tk9n9oAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad67a6d8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 99\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nYQKHMIFDmMAh7BegTyP+BSMyoQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa771c240>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 100\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ncAgTOIQJHMIEDmEChzCBQ9gv79It9yl2H0wAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa868940>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 101\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nwgQOYQKHMIFDmMAhTOAQ9gdGsSr5Bh1FiAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a084e0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 102\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA2JJREFUeJzt3MGJAzEQRUFpcf4pa0Mwc2jGelQFIIzxoy/m73POApr+\n3v4AwByBQ5jAIUzgECZwCBM4hAkcwgQOYQKHsM/Qu/4eN2TvPfKufzRe6euPwQWHMIFDmMAhTOAQ\nJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCJtaVR0xtSg6\nYWql1PopT7jgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAm\ncAgTOIQJHMIEDmFXrapaFJ1blvXdNrngECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzC\nBA5hAocwgUOYwCFM4BAmcAgTOIQJHMKuGl28ydQ4InOKg5YuOIQJHMIEDmEChzCBQ5jAIUzgECZw\nCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEC\nhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5h+5wz8e7Io9xn7z3y\n7tDv9jZfv1wXHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzC\nBA5hAocwgUOYwCHs8/YH4JnbVkqtn77LBYcwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzg\nECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIs6q6ZpZKrZTyC1xwCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmFGF9fMkOHEkONaRhd5xgWHMIFD\nmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCLOq\nOsT6Kb/ABYcwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFD\nmMAhTOAQJnAIm1pV3UPvAg+44BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKH\nMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUPYPxUZM/U2sXAdAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfae00d780>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 103\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ncAgTOIQJHMIEDmEfawAlAk9y1CcAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad792128>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 104\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfadff9fd0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 105\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8c66f98>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 106\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nQ5jAIUzgECZwCBM4hAkcwgQOYQKHsF9S5Sr8komK5AAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09c5470>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 107\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf3fc400>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 108\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfae01a9e8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 109\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n4BAmcAgTOIQJHMIEDmEChzCBQ9gf5Qcn+XvXDUcAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa7661128>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 110\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaad4b518>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 111\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaff079b0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 112\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nCBM4hAkcwgQOYQKHMIFD2B8Y8Sz3U8KzrgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfafdce978>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 113\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nmMAhTOAQJnAIEziECRzCBA5hAoewb/QaL/PnChdBAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa843978>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 114\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nhzCBQ5jAIUzgECZwCBM4hAkcwgQOYT87UzP1oORfRAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb08ae978>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 115\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf3c3da0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 116\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfae000198>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 117\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nEziECRzCBA5hAocwgUOYwCFM4BD2DR95O/g9VRAcAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09d49b0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 118\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA1VJREFUeJzt3NGJAzEMQMH42P5b9pUQciAOvcwUYIyTh34WnXvvC2j6\n+e8LAHMEDmEChzCBQ5jAIUzgECZwCBM4hAkcwp6hc7/+87hzzsi527489A6j3j6uCQ5hAocwgUOY\nwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQNrVV9ett\n2/pp+2mTCQ5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKH\nMIFDmMAhTOAQZqvqMtu2n267b40JDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQ\nJnAIEziECRzCBA5hAocwgUOYwCHM0sUh25YNbrvvhOIbmOAQJnAIEziECRzCBA5hAocwgUOYwCFM\n4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYWdo4+OeVZrLFDd/8mdv/wwmOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOY\nwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziE\nCRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFD\nmMAhTOAQJnAIEziEPROHnnMmjn3de0fO3WTqDfxmTSY4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziE\nCRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmECh7AztBTPpj2Y93ZTpgkOYQKHMIFDmMAhTOAQ\nJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQO\nYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ9gzdO4Z\nOhf4gAkOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCB\nQ5jAIUzgECZwCBM4hP0C2Fk09F6Xjr4AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf38def0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 119\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa8a7320>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 120\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad5f1b00>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 121\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ncAgTOIQJHMIEDmEChzCBQ5jAIewFuCc58UHSxP4AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa75da588>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 122\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab70a588>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 123\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfac2c68d0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 124\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad5ff630>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 125\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8be16a0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 126\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad6552e8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 127\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nSUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8bace48>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 128\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nSUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab786588>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 129\n",
      "4294967296\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa76f5c18>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 130\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab706048>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 131\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8bca5c0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 132\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab712940>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 133\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a30668>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 134\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA4FJREFUeJzt3DFOA0EQRcEd5Ptf2QRERIsRrfE8qg6wsrx+6sT66/l8\nXkDTx+4PAMwROIQJHMIEDmEChzCBQ5jAIUzgECZwCHsMPfeov8ettf78mf4heJ6J38F1jf4Wbj+w\nCw5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQtiYWH9daIzOSlkrhG6uq8J8JHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQJnAIEziECRzCBA5hAocwgUPYY+Kh1k/nrHU7pPkr3tmcne/MBYcwgUOYwCFM4BAmcAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQNjK6eJqpUTzmTLyzqeHJnYOW\nLjiECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKH\nMIFD2FGrqlPrpztXL19lAfbLSe9sJxccwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOY\nwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIeyoVVVLmpxo5xqwCw5hAocwgUOYwCFM4BAmcAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQtoaWSs2fwrzbuVYXHMIEDmEC\nhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCHssfsD\n8B7Wuh3o/JWh1V5+yAWHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIE\nDmEChzCBQ5jAIUzgEDYyumjA7zy+2yYXHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFD\nmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFsZFXVQie8BxccwgQOYQKHMIFDmMAhTOAQJnAIEziE\nCRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIWxkVfW6rjX0XOAFLjiECRzCBA5h\nAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQ\n9gn/Pz30Dal1EwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa864438>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 135\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa75e82b0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 136\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa8462e8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 137\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA2RJREFUeJzt3EFOw1AQBUEPyv2vbBYcIAQyGLeqDvBlIVqzid6c53kA\nTR9XfwCwR+AQJnAIEziECRzCBA5hAocwgUOYwCHssfTurX4eNzNvf9MvBPkDT/9xXXAIEziECRzC\nBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHsK1V1Vux\ngEqVCw5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFD\nmMAhTOAQZlX1ZmZm5V3Lsk0uOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQJnAIEziECRzCBA5hAocwo4tLtsYR4RUuOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQO\nYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzg\nECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hj6s/AH5iZt7+5nmeb3/zai44hAkc\nwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5hV\n1SVbC50ba6Kbtr63uIC6wQWHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCLOqusSa6Jc7rcve7W/7HS44hAkcwgQOYQKHMIFDmMAhTOAQJnAI\nEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmECh7DZGJqbmZX1uuIoHvzC0+VJFxzCBA5h\nAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh7LHx\nqPVT+B9ccAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziE\nCRzCBA5hAoewlVXV4zhm6V3gBS44hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOY\nwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgEPYJokYq/tU3KFoAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab7a2390>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 138\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaad3f400>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 139\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfac2b85c0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 140\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb08aa8d0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 141\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngUOYwCFM4BD2AZQxJ/e4a1BPAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad67a358>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 142\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nJnAIEziECRzCBA5hAoewHxQvNPN18S0lAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf3c45f8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 143\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfadaeba58>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 144\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfae025dd8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 145\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nwCFM4BAmcAgTOIQJHMIEDmHfS4ElBJckxa8AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a046a0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 146\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nhAkcwgQOYQKHMIFDmMAh7AO68y73iAc+EgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad36d860>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 147\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA1lJREFUeJzt3EFqxEAMAMEo7P+/PLnmtjFEcdxUPWAYjBtdBs055wNo\n+rz7AsAegUOYwCFM4BAmcAgTOIQJHMIEDmECh7DX0rmPeh43M79+pheC/IG3P64JDmEChzCBQ5jA\nIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BC2tVX1UWxA\npcoEhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM\n4BAmcAizVfVhZmbl3K3Nsk+774Y7v4EJDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQJnAIEziECRzCBA5hAocwgUOYwCHM0sUlW4v22FNcEGmCQ5jAIUzgECZwCBM4hAkcwgQOYQKH\nMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOITN0sbHlUOLWy+v8g345u3PYIJD\nmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4\nhL3uvsAVNn/CNSY4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgT\nOIQJHMIEDmEChzCBQ9ijtqpisyzXmOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIE\nDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM\n4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCHvdfQH+h5lZOfecs3IuP2OCQ5jAIUzgECZwCBM4\nhAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOITZqrrkaVtKbT9t\nMsEhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4\nhAkcwsY2TegywSFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQJnAIEziECRzCBA5hAoewL4cSM/SaZkHZAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfadaeb470>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 148\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf3c4b00>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 149\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nIUzgECZwCBM4hAkcwgQOYQKHsF+ufyT/vZbC4wAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfac2b44a8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 150\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nOIQJHMIEDmEChzCBQ5jAIewFJjYw9lbIvzIAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8c64080>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 151\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa76f59e8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 152\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nwgQOYQKHMIFDmMAhTOAQ9gME0Tb2dT5Q1wAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad605d30>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 153\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf3c3b38>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 154\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad35eeb8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 155\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad5f03c8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 156\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nhzCBQ5jAIUzgECZwCBM4hAkcwn4BhdIt9r5AIQMAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfac2e8470>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 157\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8c08e80>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 158\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nRK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab4de7b8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 159\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nhzCBQ5jAIUzgECZwCBM4hAkcwv4A8YIs+3IvW+QAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad3b0278>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 160\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09c5828>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 161\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nCBM4hAkcwgQOYQKHMIFDmMAh7AUpwyT/iOwwoQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa76d71d0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 162\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa8a76a0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 163\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab4b8128>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 164\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad6a7588>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 165\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaad58358>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 166\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA29JREFUeJzt3UFqhUAUBVE7uP8t+wdZgDh4aBfnjIOIoXiTcLOu6zqA\npr+3XwCYI3AIEziECRzCBA5hAocwgUOYwCFM4BB2Dj3Xn8fBvHX3Ay44hAkcwgQOYQKHMIFDmMAh\nTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ9jUqupW1rodp/wM/8+d\nJ1xwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIE\nDmEChzCrqsdeS6VTC7BT32C3961xwSFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkc\nwgQOYQKHMIFDmMAhTOAQJnAIEziEGV0cMjU2uJudxhGLA5EuOIQJHMIEDmEChzCBQ5jAIUzgECZw\nCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYVdVjZk1zaknTWuu/nX5nb3LB\nIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJ\nHMLW0JJkb54Svud2WtYFhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzC\nBA5hAocwgUOYwCFM4BAmcAg7336BL1jrdpzysaG12jET3+A49vsONS44hAkcwgQOYQKHMIFDmMAh\nTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ9jIqupuC507LX/u9m15\nlwsOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jA\nIWwNje1Z8IN5twucLjiECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZw\nCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEC\nhzCBQ5jAIUzgECZwCBM4hAkcwgQOYefQc9fQc4EHXHAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgT\nOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh7AdWgTT7A7wFNgAAAABJRU5E\nrkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad353828>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 167\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad623748>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 168\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA2dJREFUeJzt3UFqw0AQRcFM0P2vrCxygIkNzVgvVWsjhM2jN+Fn3ff9\nBTR9n34BYI7AIUzgECZwCBM4hAkcwgQOYQKHMIFD2DX0XH8eB/PW7gMuOIQJHMIEDmEChzCBQ5jA\nIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUPY1Krqv7fWdvDyLf6f\nO69wwSFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAI\nEziECRzCrKoOmVo/nVprnWIF9iwXHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQJnAIEziECRzCBA5hAocwgUOY0cUhxhGfZ+o3O/nduuAQJnAIEziECRzCBA5hAocwgUOYwCFM\n4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYSOrqk9bp5x43ye9K7+Ky7IuOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUPY\nGlqS7M1TwufZTuy64BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQJnAIEziECRzCBA5h1+kX4DOstR3ofMvQai9/5IJDmMAhTOAQJnAIEziECRzCBA5hAocwgUOY\nwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hI2sqk4tdE6x/Dn3HVhrPcsFhzCBQ5jA\nIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BC2hsbrLOLB\nvO2ipQsOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCB\nQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgT\nOIQJHMIEDmEChzCBQ9g19Nw19FzgBS44hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocw\ngUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgEPYD8Msx+CAcGFAAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf3db780>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 169\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab6fe1d0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 170\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA19JREFUeJzt3UGqAjEUBdHOp/e/5Tj+oxbhISnPGUto1CITua699wU0\n/X37AYA5AocwgUOYwCFM4BAmcAgTOIQJHMIEDmH30Ll+Hgfz1tML3OAQJnAIEziECRzCBA5hAocw\ngUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYVOrqj9vrcfBy49M/Z/7\nac/Le9zgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgT\nOIQJHMIEDmFWVa+ZRdHT1k9pcoNDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCDO6eM0MJJ42jjg1EnmSqc/sm++tGxzCBA5hAocwgUOYwCFM4BAm\ncAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhbA0tio7MSFr+tNbKP49f\nBjc4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEC\nhzCBQ9g9cehpS5oTS6WnvQenPS/vcYNDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgT\nOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hK2hNU0TnTDvcQ7YDQ5hAocwgUOYwCFM4BAmcAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOY\nwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziE\nCRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwu6JQ9daE8de\ne++Rc6HKDQ5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKH\nMIFDmMAhTOAQtiyVQpcbHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAI\nEziECRzCBA5hAocwgUOYwCFM4BAmcAh7AVSaNO/iMb2zAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa76f2390>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 171\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA2lJREFUeJzt3MFpxFAUBEF94/xTXodg6zDIaqoCEItE8y7LnM/ncwFN\nX0//AGBH4BAmcAgTOIQJHMIEDmEChzCBQ5jAIex79Fx/jxs550ye6x+NO8Nv9uuDXXAIEziECRzC\nBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHsNWq6qus\nVi8XrJ++z5PfzAWHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEC\nhzCBQ5jAIUzgECZwCLOqer1rqXS1APumd8DfueAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgT\nOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwowujqzGEd/Ge3h20NIFhzCBQ5jAIUzgECZwCBM4\nhAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAizqnptlj9XS5pvWyl9\nclEUFxzSBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKH\nMIFDmMAhbLKqulr+tNDpHXCPCw5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZw\nCBM4hAkcwgQOYQKHMIFDmMAhTOAQNllVfRtLpVS54BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZw\nCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hk1VVK6U755zJc32zJhccwgQOYQKHMIFD\nmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ9hkdNEw4I53wB0u\nOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocw\ngUPYZFXV8if8Dy44hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgT\nOIQJHMIEDmEChzCBQ9hkVfW6rjN6LnCDCw5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jA\nIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziE/QDuLzj6EMInPgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa76cef28>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 172\n",
      "65536\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nrkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8c58b38>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 173\n",
      "65536\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA15JREFUeJzt3EGKwzAQAEFr8f+/rH1CEtjBq07VOQjhuJmLmbX3voCm\nn6cvAMwROIQJHMIEDmEChzCBQ5jAIUzgECZwCLuHzj3q87i11p+fedoXghPP4LrOew6HefmnmeAQ\nJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQO\nYVNbVUectPlz6q5TTtt+ahPue0xwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocw\ngUOYwCFM4BAmcAgTOIQJHMIEDmECh7A1tEmyt57ynzhpsyzjXr4MJjiECRzCBA5hAocwgUOYwCFM\n4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHsPvpC3zipIWDU3flPE++tyY4\nhAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCB\nQ9hRW1XhRBNbe99lgkOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKH\nMIFDmMAhTOAQJnAIEziEraGNj8+tkYTvsV79wASHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOY\nwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziE\nCRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFD\nmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4\nhAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOITdT1+Az6y1Rs7d\ne4+cy7NMcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziE\nCRzCBA5hAoewZZsmdJngECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOY\nwCFM4BAmcAgTOIQJHMIEDmEChzCBQ9gveRYu812hRIsAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09cceb8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 174\n",
      "65536\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nE+xhROpQGgDJAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf3d7fd0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 175\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nL/MqQfTJIWA/AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa75e82b0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 176\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n8qzpTU8AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa75c6cc0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 177\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab712e48>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 178\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nqQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad363828>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 179\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab4de8d0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 180\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nwgQOYQKHMIFD2C9zLSz5ozwP/gAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa574ef98>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 181\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa7746518>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 182\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab6f4dd8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 183\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad6554a8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 184\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfafd07cf8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 185\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa8abfd0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 186\n",
      "65536\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad38e048>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 187\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab702b38>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 188\n",
      "65536\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nbkoDAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa86a0f0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 189\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nRK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad37ba20>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 190\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaae42710>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 191\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaad58160>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 192\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab7a85c0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 193\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA2VJREFUeJzt3MFtw0AQBME9g/mnTIcg6LGg2a4K4CCQatyHmHPf9wBN\nP0//AGCPwCFM4BAmcAgTOIQJHMIEDmEChzCBQ9i1dK7P45iZmXPOyrm+wJyZmY8P1w0OYQKHMIFD\nmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgELa1qgoz\nY/30aW5wCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJ\nHMIEDmEChzCrqi9zzlk51/rpniffmRscwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOY\nwCFM4BAmcAgTOIQJHMIEDmEChzCBQ9jK6KJhwL1nwPs8+b91g0OYwCFM4BAmcAgTOIQJHMIEDmEC\nhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziErayqvmn9dMvWM7DWyjfc4BAm\ncAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5h\nK6uqW8uf1lr3eGdNbnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzg\nECZwCBM4hAkcwgQOYQKHsLO0emlKk1UbK7BbC7CLi7UfD3aDQ5jAIUzgECZwCBM4hAkcwgQOYQKH\nMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIRZVV2yuKS5ci6vZFUV/jOBQ5jA\nIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BB2Pf0Dqowj\n8he4wSFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAI\nEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKH\nMIFDmMAhTOAQJnAIu5bOPUvnAl9wg0OYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4\nhAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hv3HlN/Um6lZKAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0919f28>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 194\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA2BJREFUeJzt3DFqxEAQRcEeo/tfWU6dLRs0sh5VBxiM7Ecn5p/7vgdo\n+nn6BwD2CBzCBA5hAocwgUOYwCFM4BAmcAgTOIRdS+/69zhmZuacs/Ku/8CcmZmPH9cFhzCBQ5jA\nIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAjbWlWF\nmbF++jQXHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5h\nAocwgUOYwCHMqurLnHNW3rV+2uSCQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziE\nCRzCBA5hAocwgUOYwCFM4BAmcAhbGV00DLj3DXifJ3twwSFM4BAmcAgTOIQJHMIEDmEChzCBQ5jA\nIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCztJS6XvmT1/GYi1/fPxjcMEhTOAQ\nJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwq6N\nR7eWP7dYFGWmuVjrgkOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKH\nMIFDmMAhTOAQJnAIEziErayqbrF+6htsKn5bFxzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEC\nhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhbGVVtbhO+V+cc1be9TtrcsEhTOAQJnAIEziE\nCRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hK2MLrLHOCLfcMEh\nTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkc\nwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jA\nIUzgECZwCLuW3j1L7wJfcMEhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEC\nhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHsF/DlDP1lvfOJAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab7a2b00>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 195\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAocwgUOYwCHsBRfGKfk1AhKKAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfac2ed390>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 196\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nrkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8bcac50>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 197\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8bf5c50>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 198\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfafddc978>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 199\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA29JREFUeJzt3MGJAzEUBUFpcf4p2wcHMMzhM1ZvVQBikGl0MW+/3+8F\nNP09/QHAHIFDmMAhTOAQJnAIEziECRzCBA5hAoew19C5I3+P23tPHLtO+jefO/iauIfT7mCtdXkJ\nXnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQO\nYQKHsD20JHncPCUcyKoq/GcChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziE\nCRzCBA5hAocwgUOYwCFM4BD2evoDuGfvyyHNnzK02jtyD1Pf+iQvOIQJHMIEDmEChzCBQ5jAIUzg\nECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwo4vrvCHDCacNDp72vU/xgkOY\nwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziE\nWVVdFjrp8oJDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jA\nIUzgECZwCBM4hI2squ69J461fgo3ecEhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwkZWVa2fzrFYyx1ecAgTOIQJHMIEDmEChzCBQ5jAIUzg\nECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAoewkVXV00wslU6tlFo//TrpN3uS\nFxzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFD\n2B4amuut18HvuVye9IJDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEC\nhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAm\ncAgTOIQJHMIEDmEChzCBQ5jAIUzgEPYaOncPnQvc4AWHMIFDmMAhTOAQJnAIEziECRzCBA5hAocw\ngUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwj5GpDfyoocBUwAAAABJRU5E\nrkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfae0135f8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 200\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA3ZJREFUeJzt3NFpAzEURcFV2P5bdkrY2PBQdDxTgBHCB/0sd71erwto\n+tl9AGCOwCFM4BAmcAgTOIQJHMIEDmEChzCBQ9g99Ls+jxuy1hr53dO+aJy4h9Pu4Lqux0vwgkOY\nwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziE\nraElyePmKeFAVlXhmwkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgT\nOIQJHMIEDmEChzCBQ9i9+wC8Z63HIc1/ZWi1d+Qeps66kxccwgQOYQKHMIFDmMAhTOAQJnAIEziE\nCRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jRxSHGEWeddt5dvOAQJnAIEziECRzC\nBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYVZVh0ytfp62\n1jp1Xquqf+MFhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocw\ngUOYwCFM4BAmcAhbQ+uUJi9h3uNkrRccwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOY\nwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIezefQDes9bjkOZHhtZ12cwLDmEChzCBQ5jAIUzgECZw\nCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BA2sqpq+XPOaXfgv7CX\nFxzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFD\n2Boar7OIB/MeFy294BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQJnAIEziECRzCBA5h9+4D0LbW4/DnR4bWgHO84BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZw\nCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hyzoldHnBIUzgECZwCBM4hAkcwgQOYQKH\nMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmECh7BfpCw77VwAUjkA\nAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0cf3860>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 201\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA2JJREFUeJzt3MGJw1AQBUHN4vxT1oZg6zCI31QFIIRxMxfx5r7vC2j6\ne/sFgD0ChzCBQ5jAIUzgECZwCBM4hAkcwgQOYZ+l5/o8bsnMvP0Kj/hSctXXP4MLDmEChzCBQ5jA\nIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BC2tarKEiul\nPOGCQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAm\ncAgTOIRZVV0yM2+/wiOnrbVu/L6n/Qa/cMEhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgT\nOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hBld5EjFgcQNLjiECRzCBA5hAocwgUOYwCFM4BAmcAgT\nOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmFXVJVurnzOz8lyaXHAIEziECRzC\nBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHsKNWVbcW\nRbcWUDec9K68zwWHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEC\nhzCBQ5jAIUzgECZwCDtqVdWiqGVZnnHBIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziE\nCRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMJWVlW3lj+3nLQoetK7XpcV2Le54BAmcAgTOIQJHMIE\nDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCZmm8ziIe7Pu6aOmC\nQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgT\nOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocw\ngUOYwCFM4BD2WXruLD0XeMAFhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziE\nCRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHML+AaFDMPVEPOyNAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad3bc390>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 202\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nIUzgECZwCBM4hAkcwgQOYR+FtCz8M17j9QAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb085bba8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 203\n",
      "4294967296\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nmMAhTOAQJnAIEziECRzCvipYLfsfCyGaAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad7a8390>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 204\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfac2c3080>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 205\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad3915c0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 206\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nOIQJHMIEDmEPKU4k+CHpxuMAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa76f5470>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 207\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ncAgTOIQJHMIEDmEChzCBQ5jAIewXi/Yr8bzK4SEAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfae010780>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 208\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa7741588>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 209\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad38ebe0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 210\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ncAgTOIQJHMIEDmEChzCBQ5jAIUzgEPYL3aIt9v75yooAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad341320>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 211\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa8677f0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 212\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nwCFM4BAmcAgTOIQJHMIEDmF/05Ep9xsHXdgAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0959f98>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 213\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nYQKHMIFDmMAhTOAQJnAIEziE/QNlVy30KLM28wAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad3a1e80>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 214\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa8a7b38>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 215\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAoewbxkTJvuZv8xPAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab706eb8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 216\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb089d6d8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 217\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngUOYwCFM4BAmcAgTOIQJHML+ABqCMvlfIB/EAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0abce48>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 218\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa75c6b70>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 219\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nrkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad36ccc0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 220\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA2lJREFUeJzt3EFqxEAMAEEr7P+/PLnknmxAOO5UPUAMZhtdFs055wKa\nPu5+ALBH4BAmcAgTOIQJHMIEDmEChzCBQ5jAIey1NNff4+DLzKzMPed8O9gGhzCBQ5jAIUzgECZw\nCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAjbuqr67y1e0lyZ\nu+VJ3+FJb/0pGxzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkc\nwgQOYQKHMIFDmMAhbJYuPj7r9OeDFC9/8mvf/hhscAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4\nhAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCB\nQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziEve5+AH/DzKzMPeeszN1479Zb72SD\nQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgT\nOIS5qsp1Xc+7KPq0997FBocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkc\nwgQOYQKHMIFDmMAhTOAQJnAIW7mqOjMbY13SvHwD3mODQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFD\nmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIStXFV1+XPP1sXaLX4L97LBIUzgECZw\nCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIStHF1kjyOG\nvMMGhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM\n4BAmcAhbuao6MxtjXRSFN9ngECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocw\ngUOYwCFM4BAmcAgTOIQJHMIEDmHjUil02eAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFD2Cc/5Tnu3vKfzQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a0a4a8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 221\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0cc7278>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 222\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfafdc77b8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 223\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nRK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09d4cf8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 224\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb090b5c0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 225\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa76d22b0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 226\n",
      "65536\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8beaeb8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 227\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA1tJREFUeJzt3NFpxEAQBUGtufxTXodgH9yw3nZVAEIImvkRb+29H6Dp\n6/QLAHMEDmEChzCBQ5jAIUzgECZwCBM4hAkcwl5Dz/V73JC11shzp/5ovO19L/Pjx3XBIUzgECZw\nCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMKmVlX/\nvak10dvctH5aXIB1wSFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFD\nmMAhTOAQJnAIEziECRzCrKoOmVrStNY656YF2N9ywSFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzg\nECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziEGV0cYhxx1k3f9+SYowsOYQKHMIFDmMAhTOAQ\nJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgEGZVdcjUkuZNa6LP\nM/e+J5dKb+KCQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOY\nwCFM4BAmcAgTOIRZVWWU9dOzXHAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCB\nQ5jAIUzgECZwCBM4hAkcwgQOYQKHMKuql7FSyjtccAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4\nhAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCB\nQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgT\nOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQ9jr9An/BWuvjz9x7f/yZ\n8C4XHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocw\ngUOYwCFsWf+ELhccwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCPsGaYYs+9LdfNMAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaff4b828>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 228\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaff5f908>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 229\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA2VJREFUeJzt3MGJw0AQRUH1ovxTlg8bgPChkfWoCmAYbD/mYv5c13UA\nTX9PXwDYI3AIEziECRzCBA5hAocwgUOYwCFM4BB2bhw6Myt/j/Ovu+OYmZVzfbavdPtj8IJDmMAh\nTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hK2s\nqlrohN/gBYcwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFD\nmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4\nhAkcwgQOYQKHMIFD2Pn0BapmZuXc67pWzqX5nXnBIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQ\nJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMKsqh47a5pbS5pvW/58032Li7VecAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAoewV62q\nvmmhk38+22d5wSFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQJnAIEziECRzCZmn10pQm7LudGfaCQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAI\nEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOISdT1/gF8zcjlN+bWmtduWux7F3X57lBYcwgUOYwCFM\n4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQNktjexb8YN/t\nAqcXHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocw\ngUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAI\nEziECRzCBA5hAoewc+ncWToX+IIXHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAj7ABD4NPMmk4wdAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a25320>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 230\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfac2e3b38>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 231\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nEziEfQMuSSL6DQJ/GwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa76e6518>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 232\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nwgQOYQKHMIFDmMAhTOAQJnAIewGnIzD4KzhppQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8c59780>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 233\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n4BAmcAgTOIQJHMIEDmE/t84p+bXB8KkAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfafdc65c0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 234\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nECZwCBM4hAkcwr7WkCr5XKyZJgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a266a0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 235\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa77461d0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 236\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfadff9358>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 237\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09eadd8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 238\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaad58cf8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 239\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nwCFM4BAmcAgTOIQJHMIEDmECh7BvFikt8h9QtGEAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfafdd0358>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 240\n",
      "65536\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nrkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0cc0b38>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 241\n",
      "65536\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8bca208>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 242\n",
      "65536\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab7a6c50>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 243\n",
      "65536\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nOIQJHMIEDmEChzCBQ5jAIUzgEPYCrp0r9Rys3uMAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaff4b438>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 244\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0cc3ef0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 245\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad64a048>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 246\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nrkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab4de5c0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 247\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa8a4fd0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 248\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0aff0b8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 249\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa898d940>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 250\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA2FJREFUeJzt3MFpBDEQRUHJbP4pywcHsJ5DI+ZRFcAgbB59Wf4+5yyg\n6ef2A4A5AocwgUOYwCFM4BAmcAgTOIQJHMIEDmGfoe/6edyQvfftJzzil5Jz/7NzztcPu+AQJnAI\nEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYVOr\nqgyxUvpnYqm0+Ld1wSFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFD\nmMAhTOAQJnAIEziECRzCrKoyamL9dK13LaDefKsLDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKH\nMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCHM6OKQqbHBKVPDgG8aRyxywSFM4BAmcAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCrKoOmVoTfdta\nK3e54BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziE\nCRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFD\nmMAhTOAQJnAIEziEfW4/gGfOObefwIu44BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkc\nwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hVlVZa6219779hEesy/6PCw5hAocwgUOYwCFM4BAm\ncAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhzOgiay0jhlUuOIQJHMIE\nDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUPYq1ZV\n994j37UoSpULDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5h\nAocwgUOYwCFM4BC2LYpClwsOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgT\nOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hP0CR6Mv9FIgEU8AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad792f28>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 251\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8bf5ac8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 252\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nmMAhTOAQJnAIEziECRzCfgAxjjD2Bgq1tgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaff14908>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 253\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a80518>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 254\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nCBM4hAkcwgQOYQKHMIFDmMAh7BfM0y747r4OzAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09eb4e0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 255\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nQ5jAIUzgECZwCBM4hAkcwj78DSn5LwaFuQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfafdc6b00>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 256\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa852ba8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 257\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa84d240>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 258\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA2dJREFUeJzt3EGKhEAQRUFr8P5Xthd9AGcaEqdeRxxARHjkRv66rusA\nmn6efgFgjsAhTOAQJnAIEziECRzCBA5hAocwgUPYOfRcv8cxaq319Cv82uDforcfwQWHMIFDmMAh\nTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCJtaVf16\nO61+Hsfo8ueI3d73KS44hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAm\ncAgTOIQJHMIEDmEChzCBQ5hV1SFTq5+7rbXyLBccwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5h\nAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jRxSHGEd+mvsPUqGWNCw5hAocwgUOYwCFM4BAm\ncAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQttWq6k4LnVOrn9Za\n3ya+Q3Gp1QWHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCB\nQ5jAIUzgECZwCFtDS5K9eUr4f26nZV1wCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5h\nAocwgUOYwCFM4BAmcAgTOIQJHMIEDmECh7Bz4qFr3Y49fmRoARayXHAIEziECRzCBA5hAocwgUOY\nwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHsJFVVeun+7GE2+SCQ5jA\nIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgbGV1k\nP8YRm1xwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOY\nwCFM4BAmcAgTOIQJHMLOoeeuoecCf+CCQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAI\nEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEvXvct/n7cV/QAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa76e66d8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 259\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa771cf60>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 260\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfae01aef0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 261\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngUOYwCFM4BAmcAgTOIR9AN5LLPqn/ZsVAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad391c88>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 262\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngECvAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad377198>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 263\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nQ9gf7vdI6HkWNssAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8c8b6d8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 264\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nrkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8be5cc0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 265\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa775e550>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 266\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nSUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa775ed30>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 267\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad5f0da0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 268\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nwCFM4BAmcAgTOIQJHMIEDmEChzCBQ9gf1QI58ZTFPAMAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa89eba8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 269\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfafd07f60>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 270\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa76c4898>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 271\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaad535f8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 272\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0945c88>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 273\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa7746940>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 274\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09f2080>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 275\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA2RJREFUeJzt3DFqA0EQRcFto/tfeR0Zh1bSrOep6gCDEHp0Iv7c930B\nTV9PfwBgj8AhTOAQJnAIEziECRzCBA5hAocwgUPYa+ndj/973MysvOufh+dZ/C38+bALDmEChzCB\nQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BC2tap6\nlI3VS+un/Hjyt+CCQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocw\ngUOYwCFM4BAmcAgTOIRZVb3OWkDdWIDddNJ3W+SCQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAhbGV3cGgY8acDPOOKuje/3tO/gHS44hAkcwgQO\nYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ9jKqmpx\nnZL/xW/sPS44hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJ\nHMIEDmEChzCBQ9jKqip7q58zs/IuTS44hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocw\ngUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5hV1cNsrbXS5IJDmMAhTOAQJnAIEziECRzCBA5hAocw\ngUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAI\nEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIey18ejMbDx73fe98i5UueAQ\nJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQO\nYSurqtZP4deTK8MuOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAI\nEziECRzCBA5hAocwgUPYWECFLhccwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM\n4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCPsGcMg48YLZDegAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad6917f0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 276\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nrkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa898358>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 277\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa85f908>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 278\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a38278>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 279\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a6a898>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 280\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaff58b38>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 281\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfadff4f60>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 282\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab6f85c0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 283\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb095fb38>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 284\n",
      "4294967296\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb085bfd0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 285\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0950b38>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 286\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab6f4668>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 287\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab7a6588>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 288\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfae024940>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 289\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfadaeb7b8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 290\n",
      "65536\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab6fefd0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 291\n",
      "65536\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA05JREFUeJzt3MEJwzAUBcEouP+WlRKCAx/hzUwBRmAvupi39t4voOl9\n+gDAHIFDmMAhTOAQJnAIEziECRzCBA5hAoewa+i5f/973Frr9BFu8UfjI9/Z1wO7wSFM4BAmcAgT\nOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCplZVR0yt\nXk4silopnTXxLUy9s5NrrW5wCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOY\nwCFM4BAmcAgTOIQJHMIEDmECh7A1tCRpUnTIyYXOX1iXHfX1Y3CDQ5jAIUzgECZwCBM4hAkcwgQO\nYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAi7Th+g6mnjiDS5wSFM4BAmcAgT\nOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCrKoO2XuP\nPHdqrXXqvJzlBocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKH\nMIFDmMAhTOAQJnAIs6r6MNZPucMNDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQ\nJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQO\nYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzg\nECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIE\nDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM\n4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh7Bp67hp6LnCDGxzC\nBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQJnAI+wBHxCT7Z5XB2wAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa7741630>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 292\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA1lJREFUeJzt3NGJAzEUBMHV4fxT1oVg1vAQaqoCEMK40c8ya+/9AE1/\npy8AzBE4hAkcwgQOYQKHMIFDmMAhTOAQJnAI+wydO/J53Fpr4tjH13w8z9z/a8re++uFveAQJnAI\nEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYVOr\nqnCdqXXdk2utXnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZw\nCBM4hAkcwgQOYQKHsDW0JDkzT8nRhc5f3LRUOnXXQV9/BC84hAkcwgQOYQKHMIFDmMAhTOAQJnAI\nEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmECh7DP6Qu8MTU4ODG2Zxxx1m33PcULDmEC\nhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BA2\nsqp60/rplKm73rbWyllecAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQJnAIEziECRzCBA5hAoewkVXVm9ZPocwLDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFD\nmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BA2sqrKHIu1vOEFhzCBQ5jAIUzgECZwCBM4hAkc\nwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jA\nIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOY\nwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziE\nfYbOXUPnAi94wSFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQJnAIEziECRzCBA5hAoewfxE0LffT3UBVAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0cc3d30>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 293\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfae01a320>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 294\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nrkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad67ac50>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 295\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a20da0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 296\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09c1f60>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 297\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaad36358>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 298\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nmMAhTOAQJnAIEziECRzCBA5hAoewH2ZdOPSI7L9gAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8c663c8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 299\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab4c7be0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 300\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA01JREFUeJzt3MFtxDAQBEHScP4p0yH49Fjo2KgKQOCnsR9h9jlnAU0/\nbz8AmCNwCBM4hAkcwgQOYQKHMIFDmMAhTOAQ9jv0Xb/HcZ2998h3B/8W/ffBLjiECRzCBA5hAocw\ngUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFD2NSqKkMuXP7k\nRS44hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEC\nhzCBQ5hVVdZa1lrXuuutn3LBIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5h\nAocwgUOYwCFM4BAmcAgTOISNjC7eNuA39d6bFAcHccEhTeAQJnAIEziECRzCBA5hAocwgUOYwCFM\n4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwkZWVW9bP71pUdQCLE+44BAmcAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hI6uq1k/h\nO7jgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJ\nHMIEDmEjq6rMsSzLEy44hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAm\ncAgTOIQJHMIEDmEChzCBQ9jIqqrlT/gOLjiECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEC\nhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHsJHRxb33xGeNOcJDLjiECRzCBA5hAocwgUOYwCFM4BAm\ncAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5h\nAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYfuc8/YbgCEuOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOY\nwCFM4BD2BwPGLPq8gmG3AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfac2b25f8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 301\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA1tJREFUeJzt3EGKQjEQQEEj3v/KcSGznhGmCXlUHSCE6KM3n1577wfQ\n9Dx9AWCOwCFM4BAmcAgTOIQJHMIEDmEChzCBQ9hr6Fyfx3GdtdbIuYNfi/56YRMcwgQOYQKHMIFD\nmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIWxqq+qIC7de\n/jtv8DH1DjUmOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziE\nCRzCBA5hAocwgUPYVVtVb9v8iS2wp5ngECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzC\nBA5hAocwgUOYwCFM4BAmcAgTOIQJHMJGli7etmhv6r5YjniaCQ5hAocwgUOYwCFM4BAmcAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQNrJV9bZNmjfd1wZYvmGCQ5jA\nIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOISN\nbFWd2vx50/bTKd6Ab5jgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOY\nwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziE\nCRzCBA5hAocwgUOYwCFM4BAmcAgTOIS9Jg7de08cy4XWWiPn+o/9jQkOYQKHMIFDmMAhTOAQJnAI\nEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIWxk6aJFe/zwm51lgkOYwCFM\n4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzC\nBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQtvbep+8ADDHBIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOY\nwCFM4BAmcAgTOIQJHMIEDmECh7A3RsU19T2tcR8AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa84dc18>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 302\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ncAgTOIQJHMIEDmEfwbQq/Jql6/kAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb090a080>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 303\n",
      "65536\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09f0c88>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 304\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad352358>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 305\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad69a588>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 306\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa775f080>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 307\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaad5de80>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 308\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nSUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfac2ed8d0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 309\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nRK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a35dd8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 310\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA2BJREFUeJzt3DFqxEAQRUGN0f2vPA4d7ipo5HlUHWAQNo9Olr/23hfQ\n9PP2BwBzBA5hAocwgUOYwCFM4BAmcAgTOIQJHMLuoXdHfh631pp49vJrPg71MQgXHMIEDmEChzCB\nQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFsZFXV+in8\nebMHFxzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKH\nMIFDmMAhbA0tlZo/HXLaYu1p33uYj39cFxzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCB\nQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFD2P32B1RNjQ3CEy44hAkcwgQOYQKHMIFDmMAhTOAQJnAI\nEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ9jIqurUoujee+RdC6hzpv5nfMcF\nhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAm\ncAgbWVU9bUnzpO+1AMsTLjiECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzg\nECZwCBM4hAkcwgQOYQKHMIFD2Miq6tTy50nrp1P8DXjCBYcwgUOYwCFM4BAmcAgTOIQJHMIEDmEC\nhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIG1lVtfwJ/4MLDmEChzCBQ5jAIUzg\nECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIE\nDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAoewe+LRtdbE\ns9fee+RdqHLBIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM\n4BAmcAgTOIQJHMKWpVLocsEhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEC\nhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHsF/1KzP3gYowBwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa853828>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 311\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ncAgTOIQJHMIEDmEChzCBQ9gHXCEw+nrR3xEAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfac2bf128>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 312\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nECZwCBM4hAkcwv4BAH8p/EMsfUMAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab6fccc0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 313\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTOAQJnAIEziECRzCfgDuSSn5cDyxbAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8c5cda0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 314\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nwCFM4BAmcAj7AfozJvy/OUISAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09223c8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 315\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaff07978>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 316\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09f0780>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 317\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad68e2e8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 318\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09199b0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 319\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfafe1cb00>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 320\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09737b8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 321\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nMIFDmMAhTOAQJnAI+wXB2Sf/WDlxxQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaad36780>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 322\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nQ5jAIewX5lUj/TXp39wAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a07a20>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 323\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nCBM4hAkcwgQOYQKHMIFDmMAhTOAQ9gMrhy/7BjdUowAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab7a6ba8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 324\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfac2b8390>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 325\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad3ac550>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 326\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf380fd0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 327\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad352898>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 328\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n9gWaRib6pATlZAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad3777f0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 329\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nhAkcwgQOYQKHMIFDmMAh7A2hSiz7Wy32xAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad690dd8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 330\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad6a58d0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 331\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nhAkcwgQOYQKHMIFDmMAh7BfJriH+ps5RggAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfadff47f0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 332\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0cf3da0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 333\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad655c50>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 334\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nSUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad6a1e10>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 335\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad67ae80>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 336\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad3a1e48>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 337\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad3a1e80>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 338\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaff21978>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 339\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb093fda0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 340\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a6ad30>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 341\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nrkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad3a1a58>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 342\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nOIQJHMIEDmEChzCBQ5jAIUzgECZwCPsFt7Uy+Vp9IiUAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab770c18>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 343\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nSUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfafdca2b0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 344\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nwCFM4BAmcAgTOIQJHMI+7Uoj/ylSQW0AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfafdc9eb8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 345\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad623940>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 346\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab4d2a90>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 347\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa771c940>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 348\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA19JREFUeJzt3EFqw1AUBEH/kPtf2VmYrGMvBqFO1QGEkWneRsx5Pp8P\noOnr6h8A7AgcwgQOYQKHMIFDmMAhTOAQJnAIEziEfY+e6/O4mznnTJ7rS8mpP/80FxzCBA5hAocw\ngUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhbLWq+u/d\nbaXU+mmTCw5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKH\nMIFDmMAhTOAQZlV1ZLVSere11pXFe7jbO3iHCw5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCB\nQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhzOjiyGockZfiQOKCCw5hAocwgUOYwCFM4BAmcAgT\nOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQZlX1sVlAXa1+WmvlEy44\nhAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCB\nQ5hV1cduARWu5oJDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCB\nQ5jAIUzgECZwCBM4hFlVZeqcM3muJdz3uOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYVZVR6yJvtzt99a44BAmcAgTOIQJHMIEDmEChzCB\nQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCjC6OGBvk15UDnC44hAkcwgQO\nYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5hVVRi7\ncmHXBYcwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQJnAIW62qntFzgQ+44BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFD\nmMAhTOAQJnAIEziECRzCBA5hAocwgUPYD34qMv0d2gC7AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0950748>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 349\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nEziECRzCBA5hAocwgUPYFx7mL/tDDpDUAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfae0100f0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 350\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8be5dd8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 351\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA3ZJREFUeJzt3EFqw0AQRcGZ4PtfWdnGKyuQRplH1QGEEX70Rvx9XdcC\nmr6e/gHAHIFDmMAhTOAQJnAIEziECRzCBA5hAoew19Bzj/o8bu/99E+4zZeH/PDxj+uCQ5jAIUzg\nECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOISNrKpO\nrZROLYpaKqXKBYcwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKH\nMIFDmMAhTOAQJnAIG1lVtVI657TF2ikT7+G0d3CHCw5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEC\nhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhbGR0EaadNJD45FCmCw5hAocwgUOYwCFM4BAm\ncAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQZlUVhj25AOuCQ5jA\nIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIRZ\nVV1r7b3//JlTS5pPLnRyHhccwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAm\ncAgTOIQJHMIEDmEChzCBQ5jAIcyq6jprqXRiAXats94B97ngECZwCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmFWVdfMUunUSunUc621NrngECZw\nCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHML2xCje\n3ntkac+AH7z5uJTpgkOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKH\nMIFDmMAhTOAQJnAIEziEvSYeav0U/gcXHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFD\nmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFsZFV1rbWHngv8ggsOYQKHMIFDmMAhTOAQJnAIEziE\nCRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hH0D5oI/7lcVN1QA\nAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a25ac8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 352\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad67a3c8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 353\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a10748>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 354\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaff64f98>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 355\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb095ecf8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 356\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8be54a8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 357\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb095ef60>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 358\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nsAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf3eebe0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 359\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA2NJREFUeJzt3NFpA0EUBEGtufxTPocgDB7L11QFsAik5v2IOfd9v4Cm\nr09/AGBH4BAmcAgTOIQJHMIEDmEChzCBQ5jAIewavfuov8edc379Tf8Q5A+8/eG64BAmcAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hq1XVicX6\n6etlAZUuFxzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQO\nYQKHMIFDmMAh7FGrqtZPd8uyK76zz3LBIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziE\nCRzCBA5hAocwgUOYwCFM4BAmcAgTOIQ9anTxSVbjiEYMd4rfmQsOYQKHMIFDmMAhTOAQJnAIEziE\nCRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgEHZGi4+mP0dWy58rVmCn3v4Y\nXHAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQO\nYQKHsOvTH4D/wfppkwsOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgEPaoVdVzzuRdi6JUueAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgT\nOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYY9aVV1ZrLWullpX71qsbXLBIUzgECZwCBM4\nhAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOISd0SiepT3Ye7uU\n6YJDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZw\nCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEC\nhzCBQ5jAIUzgEHaN3j2jd4EfcMEhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIE\nDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHsG8GZzH1MEgAxQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad352b38>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 360\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfac2d3da0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 361\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTOAQJnAIEziECRzCBA5hAocwgUPYE8XSMPYO7S30AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0ce27f0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 362\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf3f0400>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 363\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09d4c50>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 364\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfac2eefd0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 365\n",
      "65536\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nPOpwZ4cIAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad613080>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 366\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nrkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf3ed898>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 367\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaad53da0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 368\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hP0BxOc19vD6N8gAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa84dac8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 369\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nQ5jAIUzgECZwCBM4hAkcwt7joDfx2DTgeAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a6ae10>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 370\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaff07be0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 371\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab6f8e80>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 372\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb095e860>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 373\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf3d0160>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 374\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nIUzgECZwCHsDQEcs+T6G7YEAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfafdf16a0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 375\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa831d30>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 376\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nhAkcwgQOYd8PQyz1Ufb21AAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a3f3c8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 377\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngUOYwCFM4BAmcAgTOIQJHMIEDmHf1q0y91vVQPwAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf3f4390>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 378\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8c5c6d8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 379\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf362ac8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 380\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad6a7c18>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 381\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf3fc9b0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 382\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad3778d0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 383\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA35JREFUeJzt3DFuAlEQBUGPtfe/Mg4sYiAYLb9VdYAVgm1Ngt48Ho8f\noOn37g8A7BE4hAkcwgQOYQKHMIFDmMAhTOAQJnAIu5ae6+9xS2Zm5bn+0Xikly+DCw5hAocwgUOY\nwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQtrWqepSN\npdKtlVLrp/9O+s3u5IJDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEC\nhzCBQ5jAIUzgECZwCBM4hM3SkmRvnvJLbKyJbioulX6Rly+DCw5hAocwgUOYwCFM4BAmcAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh7Np46NYw4NaA32lDhhtOG0fc+M1O\n+w7e4YJDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzg\nECZwCBM4hM3SkmRvnvJLnLZYy6qXL4MLDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BB2bTx0a/lzy0mLoid9Vu7ngkOYwCFM4BAmcAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziErayqbrEoCp9xwSFM\n4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzC\nVlZVrZ/yNDMrz/WOvccFhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzC\nBA5hAocwgUOYwCFM4BC2MroIT8YR7+WCQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAI\nEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIStrKrOzMZjLXTCh1xwCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmECh7CxVApdLjiECRzCBA5hAocw\ngUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQ9gdV\nP0DqZHauZQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab786da0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 384\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nIUzgECZwCBM4hAkcwgQOYQKHsBfc7Sr7blkP3wAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad655cf8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 385\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nhAkcwgQOYQKHMIFDmMAhTOAQ9gWTFyv7FPU2wgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfac2dc128>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 386\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa76bf4a8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 387\n",
      "65536\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hL0A8dUq/Ccw8aUAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfafdfd470>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 388\n",
      "65536\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaff075c0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 389\n",
      "65536\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa76f5dd8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 390\n",
      "65536\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nSUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad690a58>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 391\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA2xJREFUeJzt3EFqhTAYRlFT3P+W02ln9hV+JLfnLECCeMlEvrX3voCm\nr7cPAMwROIQJHMIEDmEChzCBQ5jAIUzgECZwCLuHnuv3OEattd4+wq8N/i36+BLc4BAmcAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5ha2jx0aoq\nxzlpqfW6rmvvbVUV/jOBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5h\nAocwgUOYwCFM4BAmcAi7Jx46tU45tAB7FO92TvEduMEhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM\n4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hI2MLk6N1500ODh1VviEGxzCBA5hAocwgUOY\nwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhbA0toM7MqgI/\nPU73usEhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZw\nCBM4hAkcwu63D8Bn1noc0vyToXVdXuYGhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQ\nJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAg7alXVouhZZz1N8ftyg0OYwCFM4BAmcAgTOIQJHMIE\nDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziEraHFR9OfQ4rLn/zZ48fg\nBocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQ\ndk881DDgHO+AT7jBIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOY\nwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziE\nCRzCBA5hAocwgUOYwCFM4BAmcAhbe++3zwAMcYNDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM\n4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYd/dlz7ooRw/0wAAAABJRU5ErkJg\ngg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfac2dcba8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 392\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0cc0048>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 393\n",
      "4294967296\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad691208>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 394\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09cc7f0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 395\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb093f358>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 396\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfac2d3a20>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 397\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nSUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaa868710>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 398\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfac2df860>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 399\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAocwgUOYwCFM4BAmcAgTOIQJHMI+LFgn/Fs6QykAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfafdf6668>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 400\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8c8ab70>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 401\n",
      "4294967296\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA2ZJREFUeJzt3MFpA0EUREGPUf4pyyFYPjTreVQFsCyLHv8i+rzf7y+g\n6fvpFwB2BA5hAocwgUOYwCFM4BAmcAgTOIQJHMJeo+dO/h53zlk89su/+bjUr0G44BAmcAgTOIQJ\nHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hq1XVCeun\nO6vF2hW/hc+44BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQ\nJnAIEziECRzCBA5hV62qsnPbSuliBfa2b/AJFxzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEC\nhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmNHFkcUo4NJtg4O3ve9TXHAIEziECRzCBA5hAocw\ngUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMKuqI6vVz9vWWnmW\nCw5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh\nTOAQNllVXS1/rpZKocoFhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzC\nBA5hAocwgUOYwCFM4BAmcAibrKpaP4X/wQWHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM\n4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCJusqt7mnPP0K3zstsXa1be97Ts8xQWHMIFDmMAh\nTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgEHZG43UW8WDv\n10VLFxzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKH\nMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZw\nCBM4hAkcwgQOYQKHsNfouWf0XOAPXHAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEC\nhzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAh7AfGmi34MzKQWQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb090b898>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 402\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nDmEChzCBQ5jAIewNVmkn/BJsXjUAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad3a1940>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 403\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa7741860>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 404\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfac2e3f98>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 405\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngUOYwCFM4BAmcAgTOIT9AdbXLPd4/8j5AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab6fa390>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 406\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09fb550>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 407\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nSUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad38e160>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 408\n",
      "4294967296\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nEziECRzCBA5hAocwgUPYG1QbKgI6PE1eAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaff5f828>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 409\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf3bc5f8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 410\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nIUzgECZwCBM4hAkcwgQOYQKHsF9Y8C77KXIU9gAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab4d7b70>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 411\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nOIQJHMIEDmEChzCBQ9gLiskt/O70jkAAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa75e8048>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 412\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0945dd8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 413\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab782898>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 414\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09740f0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 415\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nrkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfadff8438>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 416\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb090b198>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 417\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nMIFDmMAhTOAQJnAIEziECRzCPlaUKfwoUcBxAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09f2a58>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 418\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAocwgUOYwCFM4BAmcAgTOIQJHMJ+AKysL/1iiMhTAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfadff9278>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 419\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ncAgTOIQJHMIEDmEChzCBQ9g30eMt+wmlgD8AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaf3fad30>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 420\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nHMIEDmEChzCBQ5jAIUzgECZwCHsBwFUt+y1XPUUAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb0a260b8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 421\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad3b9cc0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 422\n",
      "1048576\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAA2NJREFUeJzt3TGOAjEUBcHxau5/ZRPsAQaCL3CrKkYWGmg5QY+1976A\npr9vvwFgjsAhTOAQJnAIEziECRzCBA5hAocwgUPYPXSun8fBvPX0Ajc4hAkcwgQOYQKHMIFDmMAh\nTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ9jUqupR1nocp/yY/13n\nF7jBIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgT\nOIQJHMKsql5nLaBOLMBe11nPgPe5wSFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkc\nwgQOYQKHMIFDmMAhTOAQJnAIEziEGV285oYM4dvc4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZw\nCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hR62qTq2f7r1Hzp1w2gLsSZ/Zac/2nWfg\nBocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQ\nJnAIW0OLoufMlA4pLnTycx6/ZG5wCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziECRzCBA5hAocw\ngUOYwCFM4BAmcAgTOIQJHMIEDmECh7B74tCpRdGTlj9Peq/8K35v3eAQJnAIEziECRzCBA5hAocw\ngUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYWto8dGkKMx7nIF1g0OY\nwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQJnAIEziE\nCRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4hAkcwgQOYQKHMIFD\nmMAhTOAQJnAIEziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jAIUzgECZwCBM4\nhAkcwgQOYQKHsHvo3DV0LvABNziECRzCBA5hAocwgUOYwCFM4BAmcAgTOIQJHMIEDmEChzCBQ5jA\nIUzgECZwCBM4hAkcwgQOYQKHMIFDmMAhTOAQ9gITuCv8khriJQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad61dbe0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 423\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab4d8b70>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 424\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09cc390>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 425\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa7661780>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 426\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa898df60>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 427\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nhAkcwgQOYQKHMIFDmMAhTOAQJnAI+wXnti3zUu4q/QAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb09f2518>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 428\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa76cea90>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 429\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad352438>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 430\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8c72748>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 431\n",
      "16777216\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nmAfbAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfac2c4630>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 432\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfab4dee80>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 433\n",
      "4294967296\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nSUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb07d0630>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 434\n",
      "4294967296\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfad61b9e8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 435\n",
      "4294967296\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfaad3fd68>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 436\n",
      "268435456\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nwCFM4BAmcAgTOIQJHMIEDmEChzCBQ9gfGbsu+/ukJc4AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfa8c64a20>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "no of generation: 437\n",
      "268435456\n"
     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-180-aeeff9d48690>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[0;32m     44\u001b[0m             \u001b[0mmax_i\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mi\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     45\u001b[0m     \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mfitness\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmax_i\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtarget\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 46\u001b[1;33m     \u001b[0mplt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mimshow\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmax_i\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcmap\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mplt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcm\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mgray\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     47\u001b[0m     \u001b[0mplt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0maxis\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"off\"\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     48\u001b[0m     \u001b[1;31m#plt.imshow(max_i,interpolation='nearest')\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anacondaAgain\\lib\\site-packages\\matplotlib\\pyplot.py\u001b[0m in \u001b[0;36mimshow\u001b[1;34m(X, cmap, norm, aspect, interpolation, alpha, vmin, vmax, origin, extent, shape, filternorm, filterrad, imlim, resample, url, hold, data, **kwargs)\u001b[0m\n\u001b[0;32m   3139\u001b[0m            \u001b[0mfilternorm\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mfilterrad\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m4.0\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mimlim\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mresample\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0murl\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   3140\u001b[0m            hold=None, data=None, **kwargs):\n\u001b[1;32m-> 3141\u001b[1;33m     \u001b[0max\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mgca\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   3142\u001b[0m     \u001b[1;31m# Deprecated: allow callers to override the hold state\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   3143\u001b[0m     \u001b[1;31m# by passing hold=True|False\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anacondaAgain\\lib\\site-packages\\matplotlib\\pyplot.py\u001b[0m in \u001b[0;36mgca\u001b[1;34m(**kwargs)\u001b[0m\n\u001b[0;32m    948\u001b[0m     \u001b[0mmatplotlib\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfigure\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mFigure\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mgca\u001b[0m \u001b[1;33m:\u001b[0m \u001b[0mThe\u001b[0m \u001b[0mfigure\u001b[0m\u001b[0;31m'\u001b[0m\u001b[0ms\u001b[0m \u001b[0mgca\u001b[0m \u001b[0mmethod\u001b[0m\u001b[1;33m.\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    949\u001b[0m     \"\"\"\n\u001b[1;32m--> 950\u001b[1;33m     \u001b[1;32mreturn\u001b[0m \u001b[0mgcf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mgca\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    951\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    952\u001b[0m \u001b[1;31m# More ways of creating axes:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anacondaAgain\\lib\\site-packages\\matplotlib\\figure.py\u001b[0m in \u001b[0;36mgca\u001b[1;34m(self, **kwargs)\u001b[0m\n\u001b[0;32m   1367\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1368\u001b[0m         \u001b[1;31m# no axes found, so create one which spans the figure\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1369\u001b[1;33m         \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0madd_subplot\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   1370\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1371\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0msca\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0ma\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anacondaAgain\\lib\\site-packages\\matplotlib\\figure.py\u001b[0m in \u001b[0;36madd_subplot\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m   1019\u001b[0m                     \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_axstack\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mremove\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0max\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1020\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1021\u001b[1;33m             \u001b[0ma\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0msubplot_class_factory\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mprojection_class\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   1022\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1023\u001b[0m         \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_axstack\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0madd\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0ma\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anacondaAgain\\lib\\site-packages\\matplotlib\\axes\\_subplots.py\u001b[0m in \u001b[0;36m__init__\u001b[1;34m(self, fig, *args, **kwargs)\u001b[0m\n\u001b[0;32m     71\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     72\u001b[0m         \u001b[1;31m# _axes_class is set in the subplot_class_factory\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 73\u001b[1;33m         \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_axes_class\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mfig\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfigbox\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     74\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     75\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0m__reduce__\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anacondaAgain\\lib\\site-packages\\matplotlib\\axes\\_base.py\u001b[0m in \u001b[0;36m__init__\u001b[1;34m(self, fig, rect, facecolor, frameon, sharex, sharey, label, xscale, yscale, axisbg, **kwargs)\u001b[0m\n\u001b[0;32m    549\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    550\u001b[0m         \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_connected\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m{\u001b[0m\u001b[1;33m}\u001b[0m  \u001b[1;31m# a dict from events to (id, func)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 551\u001b[1;33m         \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcla\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    552\u001b[0m         \u001b[1;31m# funcs used to format x and y - fall back on major formatters\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    553\u001b[0m         \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfmt_xdata\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anacondaAgain\\lib\\site-packages\\matplotlib\\axes\\_base.py\u001b[0m in \u001b[0;36mcla\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m    979\u001b[0m         \u001b[0myaxis_visible\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0myaxis\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_visible\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    980\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 981\u001b[1;33m         \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mxaxis\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcla\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    982\u001b[0m         \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0myaxis\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcla\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    983\u001b[0m         \u001b[1;32mfor\u001b[0m \u001b[0mname\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mspine\u001b[0m \u001b[1;32min\u001b[0m \u001b[0msix\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0miteritems\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mspines\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anacondaAgain\\lib\\site-packages\\matplotlib\\axis.py\u001b[0m in \u001b[0;36mcla\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m    729\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0mcla\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    730\u001b[0m         \u001b[1;34m'clear the current axis'\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 731\u001b[1;33m         \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mset_major_locator\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmticker\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mAutoLocator\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    732\u001b[0m         \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mset_major_formatter\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmticker\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mScalarFormatter\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    733\u001b[0m         \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mset_minor_locator\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmticker\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mNullLocator\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anacondaAgain\\lib\\site-packages\\matplotlib\\ticker.py\u001b[0m in \u001b[0;36m__init__\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m   2322\u001b[0m             \u001b[0mnbins\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;34m'auto'\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   2323\u001b[0m             \u001b[0msteps\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;36m2\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;36m2.5\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;36m5\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;36m10\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 2324\u001b[1;33m         \u001b[0mMaxNLocator\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mnbins\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mnbins\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0msteps\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0msteps\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   2325\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   2326\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anacondaAgain\\lib\\site-packages\\matplotlib\\ticker.py\u001b[0m in \u001b[0;36m__init__\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m   1671\u001b[0m                 raise ValueError(\n\u001b[0;32m   1672\u001b[0m                     \"Keywords are required for all arguments except 'nbins'\")\n\u001b[1;32m-> 1673\u001b[1;33m         \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mset_params\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m**\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdefault_params\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   1674\u001b[0m         \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mset_params\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1675\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anacondaAgain\\lib\\site-packages\\matplotlib\\ticker.py\u001b[0m in \u001b[0;36mset_params\u001b[1;34m(self, **kwargs)\u001b[0m\n\u001b[0;32m   1727\u001b[0m             \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1728\u001b[0m                 \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_steps\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_validate_steps\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msteps\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1729\u001b[1;33m             \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_extended_steps\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_staircase\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_steps\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   1730\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[1;34m'integer'\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1731\u001b[0m             \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_integer\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'integer'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anacondaAgain\\lib\\site-packages\\matplotlib\\ticker.py\u001b[0m in \u001b[0;36m_staircase\u001b[1;34m(steps)\u001b[0m\n\u001b[0;32m   1699\u001b[0m         \u001b[1;31m# than necessary.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1700\u001b[0m         \u001b[0mflights\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m(\u001b[0m\u001b[1;36m0.1\u001b[0m \u001b[1;33m*\u001b[0m \u001b[0msteps\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0msteps\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;36m10\u001b[0m \u001b[1;33m*\u001b[0m \u001b[0msteps\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1701\u001b[1;33m         \u001b[1;32mreturn\u001b[0m \u001b[0mnp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mhstack\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mflights\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   1702\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1703\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0mset_params\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anacondaAgain\\lib\\site-packages\\numpy\\core\\shape_base.py\u001b[0m in \u001b[0;36mhstack\u001b[1;34m(tup)\u001b[0m\n\u001b[0;32m    289\u001b[0m     \u001b[1;31m# As a special case, dimension 0 of 1-dimensional arrays is \"horizontal\"\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    290\u001b[0m     \u001b[1;32mif\u001b[0m \u001b[0marrs\u001b[0m \u001b[1;32mand\u001b[0m \u001b[0marrs\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mndim\u001b[0m \u001b[1;33m==\u001b[0m \u001b[1;36m1\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 291\u001b[1;33m         \u001b[1;32mreturn\u001b[0m \u001b[0m_nx\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mconcatenate\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0marrs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;36m0\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    292\u001b[0m     \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    293\u001b[0m         \u001b[1;32mreturn\u001b[0m \u001b[0m_nx\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mconcatenate\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0marrs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "#img = Image.open('test.png')\n",
    "img = cv2.imread('test.png',0)\n",
    "black_target = []\n",
    "for i in range(len(img)):\n",
    "    for j in range(len(img[0])):\n",
    "        \n",
    "        \n",
    "        if(img[i][j] == 255):\n",
    "\n",
    "            img[i][j] = 1\n",
    "        else:\n",
    "            black_target.append([i,j])\n",
    "\n",
    "#plt.imshow(newPopulation(3,target)[0], interpolation = \"nearest\")\n",
    "#plt.show()\n",
    "target = img\n",
    "pop_max = 50\n",
    "num_of_points = 12\n",
    "pop = newPopulation(pop_max, target, num_of_points)\n",
    "\n",
    "count=0\n",
    "flag = 1\n",
    "while(flag == 1):\n",
    "    count+=1\n",
    "    \n",
    "    population_fitness = populationFitness(pop, target)\n",
    "    \n",
    "    pool = matingPool(population_fitness)\n",
    "\n",
    "    \n",
    "    pop,population_points=createChildren(pool, pop_max, num_of_points,population_fitness[0])\n",
    "    \n",
    "    pop=mutatePopulation(pop, 100, population_points,black_target)\n",
    "    print(\"no of generation:\",count)\n",
    "    max = 0\n",
    "    max_i = pop[0]\n",
    "    for i in pop:\n",
    "#         if(fitness(i, target) > 10000 ):\n",
    "#             #flag = 0\n",
    "#             print(\"good:\",count)\n",
    "            \n",
    "        if(fitness(i, target) > max):\n",
    "            max = fitness(i, target)\n",
    "            max_i = i\n",
    "    print(fitness(max_i, target))\n",
    "    plt.imshow(max_i, cmap = plt.cm.gray)\n",
    "    plt.axis(\"off\")\n",
    "    #plt.imshow(max_i,interpolation='nearest')\n",
    "    #plt.pause(0.001)        \n",
    "    plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.8666635474829743"
      ]
     },
     "execution_count": 73,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "random.random()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 113,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAPgAAAD8CAYAAABaQGkdAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAACZ1JREFUeJzt3cGLnIUdxvHn6a6iiRWFzMUkdCOIbRBKZBA14MF40Cp6\n6SGCQr3kUmsUQbQX/wERPYiwRL0Y9BBzEBG1oB56Ca6JoHEVQkyT1YiTQ1W8xODTw04harLzbvZ9\nfXd/fD8gZMY348OyX9+Z2ZlZJxGAmn7X9wAA3SFwoDACBwojcKAwAgcKI3CgMAIHCiNwoDACBwqb\n7uJGN2zYkJmZmS5uGoCkY8eO6dSpU550XCeBz8zMaG5uroubBiBpOBw2Oo676EBhBA4URuBAYQQO\nFEbgQGEEDhTWKHDbt9v+3PYR2493PQpAOyYGbntK0nOS7pC0VdK9trd2PQzAyjU5g98g6UiSo0lO\nS3pV0j3dzgLQhiaBb5R04qzLC+Prfsb2LttztudGo1Fb+wCsQJPAz/V61199FGuS2STDJMPBYLDy\nZQBWrEngC5I2n3V5k6SvupkDoE1NAv9A0jW2t9i+WNJOSa93OwtAGya+myzJGdsPSnpb0pSkF5Mc\n7nwZgBVr9HbRJG9KerPjLQBaxivZgMIIHCiMwIHCCBwojMCBwggcKIzAgcIIHCiMwIHCCBwojMCB\nwggcKIzAgcIIHCiMwIHCCBwojMCBwggcKIzAgcIIHCiMwIHCCBwojMCBwggcKIzAgcIIHCiMwIHC\nGv1uMqwe9rl+XfvKJb/6le8ogDM4UBiBA4UROFAYgQOFEThQGIEDhU0M3PZm2+/Znrd92Pbu32IY\ngJVr8nPwM5IeTXLQ9u8lfWj7X0k+7XgbgBWaeAZPcjLJwfGfv5c0L2lj18MArNyyHoPbnpG0TdKB\nLsYAaFfjwG1fJuk1SQ8n+e4c/36X7Tnbc6PRqM2NAC5Qo8BtX6TFuPcm2X+uY5LMJhkmGQ4GgzY3\nArhATZ5Ft6QXJM0nebr7SQDa0uQMvl3S/ZJutf3R+J+/dLwLQAsm/pgsyb8ldfMeRQCd4pVsQGEE\nDhRG4EBhBA4URuBAYXzoYke6+nBEYDk4gwOFEThQGIEDhRE4UBiBA4UROFAYgQOFEThQGIEDhRE4\nUBiBA4UROFAYgQOFEThQGIEDhRE4UBiBA4UROFAYgQOFEThQGIEDhfGpqh1J0snt8mmtWA7O4EBh\nBA4URuBAYQQOFEbgQGEEDhRG4EBhjQO3PWX7kO03uhwEoD3LOYPvljTf1RAA7WsUuO1Nku6UtKfb\nOQDa1PQM/oykxyT9dL4DbO+yPWd7bjQatTIOwMpMDNz2XZK+SfLhUsclmU0yTDIcDAatDQRw4Zqc\nwbdLutv2MUmvSrrV9sudrgLQiomBJ3kiyaYkM5J2Sno3yX2dLwOwYvwcHChsWe8HT/K+pPc7WQKg\ndZzBgcIIHCiMwIHCCBwojMCBwggcKIzAgcIIHCiMwIHCCBwojMCBwggcKIzAgcIIHCiMwIHCCBwo\njMCBwggcKIzAgcIIHCiMwIHCCBwojMCBwggcKIzAgcIIHCiMwIHCCBwojMCBwggcKIzAgcIIHCiM\nwIHCCBworFHgtq+wvc/2Z7bnbd/U9TAAKzfd8LhnJb2V5K+2L5a0rsNNAFoyMXDbl0u6RdLfJCnJ\naUmnu50FoA1N7qJfLWkk6SXbh2zvsb2+410AWtAk8GlJ10t6Psk2ST9IevyXB9neZXvO9txoNGp5\nJoAL0STwBUkLSQ6ML+/TYvA/k2Q2yTDJcDAYtLkRwAWaGHiSryWdsH3t+Kodkj7tdBWAVjR9Fv0f\nkvaOn0E/KumB7iYBaEujwJN8JGnY8RYALeOVbEBhBA4URuBAYQQOFEbgQGEEDhTW9Ofgpdnue0Lv\n1trXIEnfE9YEzuBAYQQOFEbgQGEEDhRG4EBhBA4URuBAYQQOFEbgQGEEDhRG4EBhBA4URuBAYQQO\nFEbgQGEEDhRG4EBhBA4URuBAYQQOFMaHLooP8ENdnMGBwggcKIzAgcIIHCiMwIHCCBwojMCBwhoF\nbvsR24dtf2L7FduXdD0MwMpNDNz2RkkPSRomuU7SlKSdXQ8DsHJN76JPS7rU9rSkdZK+6m4SgLZM\nDDzJl5KeknRc0klJ3yZ555fH2d5le8723Gg0an8pgGVrchf9Skn3SNoi6SpJ623f98vjkswmGSYZ\nDgaD9pcCWLYmd9Fvk/RFklGSHyXtl3Rzt7MAtKFJ4Mcl3Wh7nW1L2iFpvttZANrQ5DH4AUn7JB2U\n9PH478x2vAtACxq9HzzJk5Ke7HgLgJbxSjagMAIHCiNwoDACBwojcKAwAgcKI3CgMAIHCiNwoDAC\nBwojcKAwAgcKI3CgMAIHCiNwoDACBwojcKAwAgcKI3CgMAIHCiNwoDACBwojcKAwAgcKI3CgMAIH\nCiNwoDAnaf9G7ZGk/zQ4dIOkU60P6M5a2ruWtkpra+9q2PqHJINJB3USeFO255IMexuwTGtp71ra\nKq2tvWtpK3fRgcIIHCis78Bne/7vL9da2ruWtkpra++a2drrY3AA3er7DA6gQ70Fbvt225/bPmL7\n8b52TGJ7s+33bM/bPmx7d9+bmrA9ZfuQ7Tf63rIU21fY3mf7s/HX+Ka+Ny3F9iPj74NPbL9i+5K+\nNy2ll8BtT0l6TtIdkrZKutf21j62NHBG0qNJ/iTpRkl/X8Vbz7Zb0nzfIxp4VtJbSf4o6c9axZtt\nb5T0kKRhkuskTUna2e+qpfV1Br9B0pEkR5OclvSqpHt62rKkJCeTHBz/+XstfgNu7HfV0mxvknSn\npD19b1mK7csl3SLpBUlKcjrJf/tdNdG0pEttT0taJ+mrnvcsqa/AN0o6cdblBa3yaCTJ9oykbZIO\n9LtkomckPSbpp76HTHC1pJGkl8YPJ/bYXt/3qPNJ8qWkpyQdl3RS0rdJ3ul31dL6CtznuG5VP51v\n+zJJr0l6OMl3fe85H9t3SfomyYd9b2lgWtL1kp5Psk3SD5JW8/MxV2rxnuYWSVdJWm/7vn5XLa2v\nwBckbT7r8iat4rs6ti/SYtx7k+zve88E2yXdbfuYFh/63Gr75X4nndeCpIUk/79HtE+Lwa9Wt0n6\nIskoyY+S9ku6uedNS+or8A8kXWN7i+2LtfhExes9bVmSbWvxMeJ8kqf73jNJkieSbEoyo8Wv67tJ\nVuVZJsnXkk7YvnZ81Q5Jn/Y4aZLjkm60vW78fbFDq/hJQWnxLtJvLskZ2w9KeluLz0S+mORwH1sa\n2C7pfkkf2/5ofN0/k7zZ46ZK/iFp7/h/9EclPdDznvNKcsD2PkkHtfjTlUNa5a9q45VsQGG8kg0o\njMCBwggcKIzAgcIIHCiMwIHCCBwojMCBwv4HNkMR8fy+Ti8AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1bfb095e5f8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(target, cmap = plt.cm.gray)\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}